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Created on Skills Network Labs
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"source": [
"<center>\n",
" <img src=\"https://s3-api.us-geo.objectstorage.softlayer.net/cf-courses-data/CognitiveClass/Logos/organization_logo/organization_logo.png\" width=\"300\" alt=\"cognitiveclass.ai logo\" />\n",
"</center>\n",
"\n",
"# Waffle Charts, Word Clouds, and Regression Plots\n",
"\n",
"Estimated time needed: **30** minutes\n",
"\n",
"## Objectives\n",
"\n",
"After completing this lab you will be able to:\n",
"\n",
"- Create Word cloud and Waffle charts\n",
"- Create regression plots with Seaborn library\n"
]
},
{
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"source": [
"## Table of Contents\n",
"\n",
"<div class=\"alert alert-block alert-info\" style=\"margin-top: 20px\">\n",
"\n",
"1. [Exploring Datasets with _p_andas](#0)<br>\n",
"2. [Downloading and Prepping Data](#2)<br>\n",
"3. [Visualizing Data using Matplotlib](#4) <br>\n",
"4. [Waffle Charts](#6) <br>\n",
"5. [Word Clouds](#8) <br>\n",
"6. [Regression Plots](#10) <br> \n",
" </div>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
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"source": [
"# Exploring Datasets with _pandas_ and Matplotlib<a id=\"0\"></a>\n",
"\n",
"Toolkits: The course heavily relies on [_pandas_](http://pandas.pydata.org?cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ&cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ) and [**Numpy**](http://www.numpy.org?cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ&cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ) for data wrangling, analysis, and visualization. The primary plotting library we will explore in the course is [Matplotlib](http://matplotlib.org?cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ&cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ).\n",
"\n",
"Dataset: Immigration to Canada from 1980 to 2013 - [International migration flows to and from selected countries - The 2015 revision](http://www.un.org/en/development/desa/population/migration/data/empirical2/migrationflows.shtml?cm_mmc=Email_Newsletter-_-Developer_Ed%2BTech-_-WW_WW-_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork-20297740&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ) from United Nation's website\n",
"\n",
"The dataset contains annual data on the flows of international migrants as recorded by the countries of destination. The data presents both inflows and outflows according to the place of birth, citizenship or place of previous / next residence both for foreigners and nationals. In this lab, we will focus on the Canadian Immigration data.\n"
]
},
{
"cell_type": "markdown",
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"source": [
"# Downloading and Prepping Data <a id=\"2\"></a>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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},
"source": [
"Import Primary Modules:\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
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"outputs": [],
"source": [
"import numpy as np # useful for many scientific computing in Python\n",
"import pandas as pd # primary data structure library\n",
"from PIL import Image # converting images into arrays"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
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},
"source": [
"Let's download and import our primary Canadian Immigration dataset using _pandas_ `read_excel()` method. Normally, before we can do that, we would need to download a module which _pandas_ requires to read in excel files. This module is **xlrd**. For your convenience, we have pre-installed this module, so you would not have to worry about that. Otherwise, you would need to run the following line of code to install the **xlrd** module:\n",
"\n",
"```\n",
"!conda install -c anaconda xlrd --yes\n",
"```\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Download the dataset and read it into a _pandas_ dataframe:\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Data downloaded and read into a dataframe!\n"
]
}
],
"source": [
"df_can = pd.read_excel('https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/Canada.xlsx',\n",
" sheet_name='Canada by Citizenship',\n",
" skiprows=range(20),\n",
" skipfooter=2)\n",
"\n",
"print('Data downloaded and read into a dataframe!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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},
"source": [
"Let's take a look at the first five items in our dataset\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
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"outputs": [
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"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Type</th>\n",
" <th>Coverage</th>\n",
" <th>OdName</th>\n",
" <th>AREA</th>\n",
" <th>AreaName</th>\n",
" <th>REG</th>\n",
" <th>RegName</th>\n",
" <th>DEV</th>\n",
" <th>DevName</th>\n",
" <th>1980</th>\n",
" <th>...</th>\n",
" <th>2004</th>\n",
" <th>2005</th>\n",
" <th>2006</th>\n",
" <th>2007</th>\n",
" <th>2008</th>\n",
" <th>2009</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Afghanistan</td>\n",
" <td>935</td>\n",
" <td>Asia</td>\n",
" <td>5501</td>\n",
" <td>Southern Asia</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>16</td>\n",
" <td>...</td>\n",
" <td>2978</td>\n",
" <td>3436</td>\n",
" <td>3009</td>\n",
" <td>2652</td>\n",
" <td>2111</td>\n",
" <td>1746</td>\n",
" <td>1758</td>\n",
" <td>2203</td>\n",
" <td>2635</td>\n",
" <td>2004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Albania</td>\n",
" <td>908</td>\n",
" <td>Europe</td>\n",
" <td>925</td>\n",
" <td>Southern Europe</td>\n",
" <td>901</td>\n",
" <td>Developed regions</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>1450</td>\n",
" <td>1223</td>\n",
" <td>856</td>\n",
" <td>702</td>\n",
" <td>560</td>\n",
" <td>716</td>\n",
" <td>561</td>\n",
" <td>539</td>\n",
" <td>620</td>\n",
" <td>603</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Algeria</td>\n",
" <td>903</td>\n",
" <td>Africa</td>\n",
" <td>912</td>\n",
" <td>Northern Africa</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>80</td>\n",
" <td>...</td>\n",
" <td>3616</td>\n",
" <td>3626</td>\n",
" <td>4807</td>\n",
" <td>3623</td>\n",
" <td>4005</td>\n",
" <td>5393</td>\n",
" <td>4752</td>\n",
" <td>4325</td>\n",
" <td>3774</td>\n",
" <td>4331</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>American Samoa</td>\n",
" <td>909</td>\n",
" <td>Oceania</td>\n",
" <td>957</td>\n",
" <td>Polynesia</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Andorra</td>\n",
" <td>908</td>\n",
" <td>Europe</td>\n",
" <td>925</td>\n",
" <td>Southern Europe</td>\n",
" <td>901</td>\n",
" <td>Developed regions</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>5 rows × 43 columns</p>\n",
"</div>"
],
"text/plain": [
" Type Coverage OdName AREA AreaName REG \\\n",
"0 Immigrants Foreigners Afghanistan 935 Asia 5501 \n",
"1 Immigrants Foreigners Albania 908 Europe 925 \n",
"2 Immigrants Foreigners Algeria 903 Africa 912 \n",
"3 Immigrants Foreigners American Samoa 909 Oceania 957 \n",
"4 Immigrants Foreigners Andorra 908 Europe 925 \n",
"\n",
" RegName DEV DevName 1980 ... 2004 2005 2006 \\\n",
"0 Southern Asia 902 Developing regions 16 ... 2978 3436 3009 \n",
"1 Southern Europe 901 Developed regions 1 ... 1450 1223 856 \n",
"2 Northern Africa 902 Developing regions 80 ... 3616 3626 4807 \n",
"3 Polynesia 902 Developing regions 0 ... 0 0 1 \n",
"4 Southern Europe 901 Developed regions 0 ... 0 0 1 \n",
"\n",
" 2007 2008 2009 2010 2011 2012 2013 \n",
"0 2652 2111 1746 1758 2203 2635 2004 \n",
"1 702 560 716 561 539 620 603 \n",
"2 3623 4005 5393 4752 4325 3774 4331 \n",
"3 0 0 0 0 0 0 0 \n",
"4 1 0 0 0 0 1 1 \n",
"\n",
"[5 rows x 43 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_can.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's find out how many entries there are in our dataset\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(195, 43)\n"
]
}
],
"source": [
"# print the dimensions of the dataframe\n",
"print(df_can.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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},
"source": [
"Clean up data. We will make some modifications to the original dataset to make it easier to create our visualizations. Refer to _Introduction to Matplotlib and Line Plots_ and _Area Plots, Histograms, and Bar Plots_ for a detailed description of this preprocessing.\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"data dimensions: (195, 38)\n"
]
}
],
"source": [
"# clean up the dataset to remove unnecessary columns (eg. REG) \n",
"df_can.drop(['AREA','REG','DEV','Type','Coverage'], axis = 1, inplace = True)\n",
"\n",
"# let's rename the columns so that they make sense\n",
"df_can.rename (columns = {'OdName':'Country', 'AreaName':'Continent','RegName':'Region'}, inplace = True)\n",
"\n",
"# for sake of consistency, let's also make all column labels of type string\n",
"df_can.columns = list(map(str, df_can.columns))\n",
"\n",
"# set the country name as index - useful for quickly looking up countries using .loc method\n",
"df_can.set_index('Country', inplace = True)\n",
"\n",
"# add total column\n",
"df_can['Total'] = df_can.sum (axis = 1)\n",
"\n",
"# years that we will be using in this lesson - useful for plotting later on\n",
"years = list(map(str, range(1980, 2014)))\n",
"print ('data dimensions:', df_can.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Visualizing Data using Matplotlib<a id=\"4\"></a>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Import `matplotlib`:\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Matplotlib version: 3.3.3\n"
]
}
],
"source": [
"%matplotlib inline\n",
"\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.patches as mpatches # needed for waffle Charts\n",
"\n",
"mpl.style.use('ggplot') # optional: for ggplot-like style\n",
"\n",
"# check for latest version of Matplotlib\n",
"print ('Matplotlib version: ', mpl.__version__) # >= 2.0.0"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Waffle Charts <a id=\"6\"></a>\n",
"\n",
"A `waffle chart` is an interesting visualization that is normally created to display progress toward goals. It is commonly an effective option when you are trying to add interesting visualization features to a visual that consists mainly of cells, such as an Excel dashboard.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's revisit the previous case study about Denmark, Norway, and Sweden.\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/html": [
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" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Continent</th>\n",
" <th>Region</th>\n",
" <th>DevName</th>\n",
" <th>1980</th>\n",
" <th>1981</th>\n",
" <th>1982</th>\n",
" <th>1983</th>\n",
" <th>1984</th>\n",
" <th>1985</th>\n",
" <th>1986</th>\n",
" <th>...</th>\n",
" <th>2005</th>\n",
" <th>2006</th>\n",
" <th>2007</th>\n",
" <th>2008</th>\n",
" <th>2009</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" <th>Total</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Country</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
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" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>Denmark</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>272</td>\n",
" <td>293</td>\n",
" <td>299</td>\n",
" <td>106</td>\n",
" <td>93</td>\n",
" <td>73</td>\n",
" <td>93</td>\n",
" <td>...</td>\n",
" <td>62</td>\n",
" <td>101</td>\n",
" <td>97</td>\n",
" <td>108</td>\n",
" <td>81</td>\n",
" <td>92</td>\n",
" <td>93</td>\n",
" <td>94</td>\n",
" <td>81</td>\n",
" <td>3901</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Norway</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>116</td>\n",
" <td>77</td>\n",
" <td>106</td>\n",
" <td>51</td>\n",
" <td>31</td>\n",
" <td>54</td>\n",
" <td>56</td>\n",
" <td>...</td>\n",
" <td>57</td>\n",
" <td>53</td>\n",
" <td>73</td>\n",
" <td>66</td>\n",
" <td>75</td>\n",
" <td>46</td>\n",
" <td>49</td>\n",
" <td>53</td>\n",
" <td>59</td>\n",
" <td>2327</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Sweden</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>281</td>\n",
" <td>308</td>\n",
" <td>222</td>\n",
" <td>176</td>\n",
" <td>128</td>\n",
" <td>158</td>\n",
" <td>187</td>\n",
" <td>...</td>\n",
" <td>205</td>\n",
" <td>139</td>\n",
" <td>193</td>\n",
" <td>165</td>\n",
" <td>167</td>\n",
" <td>159</td>\n",
" <td>134</td>\n",
" <td>140</td>\n",
" <td>140</td>\n",
" <td>5866</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>3 rows × 38 columns</p>\n",
"</div>"
],
"text/plain": [
" Continent Region DevName 1980 1981 1982 1983 \\\n",
"Country \n",
"Denmark Europe Northern Europe Developed regions 272 293 299 106 \n",
"Norway Europe Northern Europe Developed regions 116 77 106 51 \n",
"Sweden Europe Northern Europe Developed regions 281 308 222 176 \n",
"\n",
" 1984 1985 1986 ... 2005 2006 2007 2008 2009 2010 2011 \\\n",
"Country ... \n",
"Denmark 93 73 93 ... 62 101 97 108 81 92 93 \n",
"Norway 31 54 56 ... 57 53 73 66 75 46 49 \n",
"Sweden 128 158 187 ... 205 139 193 165 167 159 134 \n",
"\n",
" 2012 2013 Total \n",
"Country \n",
"Denmark 94 81 3901 \n",
"Norway 53 59 2327 \n",
"Sweden 140 140 5866 \n",
"\n",
"[3 rows x 38 columns]"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# let's create a new dataframe for these three countries \n",
"df_dsn = df_can.loc[['Denmark', 'Norway', 'Sweden'], :]\n",
"\n",
"# let's take a look at our dataframe\n",
"df_dsn"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Unfortunately, unlike R, `waffle` charts are not built into any of the Python visualization libraries. Therefore, we will learn how to create them from scratch.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 1.** The first step into creating a waffle chart is determing the proportion of each category with respect to the total.\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.32255663965602777, 0.1924094592359848, 0.48503390110798744]\n",
"Denmark: 0.32255663965602777\n",
"Norway: 0.1924094592359848\n",
"Sweden: 0.48503390110798744\n"
]
}
],
"source": [
"# compute the proportion of each category with respect to the total\n",
"total_values = sum(df_dsn['Total'])\n",
"category_proportions = [(float(value) / total_values) for value in df_dsn['Total']]\n",
"print(category_proportions)\n",
"\n",
"\n",
"# print out proportions\n",
"for i, proportion in enumerate(category_proportions):\n",
" print (df_dsn.index.values[i] + ': ' + str(proportion))"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 2.** The second step is defining the overall size of the `waffle` chart.\n"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Total number of tiles is 400\n"
]
}
],
"source": [
"width = 40 # width of chart\n",
"height = 10 # height of chart\n",
"\n",
"total_num_tiles = width * height # total number of tiles\n",
"\n",
"print ('Total number of tiles is ', total_num_tiles)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 3.** The third step is using the proportion of each category to determe it respective number of tiles\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Denmark: 129\n",
"Norway: 77\n",
"Sweden: 194\n"
]
}
],
"source": [
"# compute the number of tiles for each catagory\n",
"tiles_per_category = [round(proportion * total_num_tiles) for proportion in category_proportions]\n",
"\n",
"# print out number of tiles per category\n",
"for i, tiles in enumerate(tiles_per_category):\n",
" print (df_dsn.index.values[i] + ': ' + str(tiles))"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Based on the calculated proportions, Denmark will occupy 129 tiles of the `waffle` chart, Norway will occupy 77 tiles, and Sweden will occupy 194 tiles.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 4.** The fourth step is creating a matrix that resembles the `waffle` chart and populating it.\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Waffle chart populated!\n"
]
}
],
"source": [
"# initialize the waffle chart as an empty matrix\n",
"waffle_chart = np.zeros((height, width))\n",
"\n",
"# define indices to loop through waffle chart\n",
"category_index = 0\n",
"tile_index = 0\n",
"\n",
"# populate the waffle chart\n",
"for col in range(width):\n",
" for row in range(height):\n",
" tile_index += 1\n",
"\n",
" # if the number of tiles populated for the current category is equal to its corresponding allocated tiles...\n",
" if tile_index > sum(tiles_per_category[0:category_index]):\n",
" # ...proceed to the next category\n",
" category_index += 1 \n",
" \n",
" # set the class value to an integer, which increases with class\n",
" waffle_chart[row, col] = category_index\n",
" \n",
"print ('Waffle chart populated!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's take a peek at how the matrix looks like.\n"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([[1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.]])"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"waffle_chart"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"As expected, the matrix consists of three categories and the total number of each category's instances matches the total number of tiles allocated to each category.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 5.** Map the `waffle` chart matrix into a visual.\n"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f20555bc748>"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 6.** Prettify the chart.\n"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"([], [])"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()\n",
"\n",
"# get the axis\n",
"ax = plt.gca()\n",
"\n",
"# set minor ticks\n",
"ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
"ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
"# add gridlines based on minor ticks\n",
"ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
"plt.xticks([])\n",
"plt.yticks([])"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 7.** Create a legend and add it to chart.\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()\n",
"\n",
"# get the axis\n",
"ax = plt.gca()\n",
"\n",
"# set minor ticks\n",
"ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
"ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
"# add gridlines based on minor ticks\n",
"ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
"plt.xticks([])\n",
"plt.yticks([])\n",
"\n",
"# compute cumulative sum of individual categories to match color schemes between chart and legend\n",
"values_cumsum = np.cumsum(df_dsn['Total'])\n",
"total_values = values_cumsum[len(values_cumsum) - 1]\n",
"\n",
"# create legend\n",
"legend_handles = []\n",
"for i, category in enumerate(df_dsn.index.values):\n",
" label_str = category + ' (' + str(df_dsn['Total'][i]) + ')'\n",
" color_val = colormap(float(values_cumsum[i])/total_values)\n",
" legend_handles.append(mpatches.Patch(color=color_val, label=label_str))\n",
"\n",
"# add legend to chart\n",
"plt.legend(handles=legend_handles,\n",
" loc='lower center', \n",
" ncol=len(df_dsn.index.values),\n",
" bbox_to_anchor=(0., -0.2, 0.95, .1)\n",
" )"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"And there you go! What a good looking _delicious_ `waffle` chart, don't you think?\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Now it would very inefficient to repeat these seven steps every time we wish to create a `waffle` chart. So let's combine all seven steps into one function called _create_waffle_chart_. This function would take the following parameters as input:\n",
"\n",
"> 1. **categories**: Unique categories or classes in dataframe.\n",
"> 2. **values**: Values corresponding to categories or classes.\n",
"> 3. **height**: Defined height of waffle chart.\n",
"> 4. **width**: Defined width of waffle chart.\n",
"> 5. **colormap**: Colormap class\n",
"> 6. **value_sign**: In order to make our function more generalizable, we will add this parameter to address signs that could be associated with a value such as %, $, and so on. **value_sign** has a default value of empty string.\n"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"def create_waffle_chart(categories, values, height, width, colormap, value_sign=''):\n",
"\n",
" # compute the proportion of each category with respect to the total\n",
" total_values = sum(values)\n",
" category_proportions = [(float(value) / total_values) for value in values]\n",
"\n",
" # compute the total number of tiles\n",
" total_num_tiles = width * height # total number of tiles\n",
" print ('Total number of tiles is', total_num_tiles)\n",
" \n",
" # compute the number of tiles for each catagory\n",
" tiles_per_category = [round(proportion * total_num_tiles) for proportion in category_proportions]\n",
"\n",
" # print out number of tiles per category\n",
" for i, tiles in enumerate(tiles_per_category):\n",
" print (df_dsn.index.values[i] + ': ' + str(tiles))\n",
" \n",
" # initialize the waffle chart as an empty matrix\n",
" waffle_chart = np.zeros((height, width))\n",
"\n",
" # define indices to loop through waffle chart\n",
" category_index = 0\n",
" tile_index = 0\n",
"\n",
" # populate the waffle chart\n",
" for col in range(width):\n",
" for row in range(height):\n",
" tile_index += 1\n",
"\n",
" # if the number of tiles populated for the current category \n",
" # is equal to its corresponding allocated tiles...\n",
" if tile_index > sum(tiles_per_category[0:category_index]):\n",
" # ...proceed to the next category\n",
" category_index += 1 \n",
" \n",
" # set the class value to an integer, which increases with class\n",
" waffle_chart[row, col] = category_index\n",
" \n",
" # instantiate a new figure object\n",
" fig = plt.figure()\n",
"\n",
" # use matshow to display the waffle chart\n",
" colormap = plt.cm.coolwarm\n",
" plt.matshow(waffle_chart, cmap=colormap)\n",
" plt.colorbar()\n",
"\n",
" # get the axis\n",
" ax = plt.gca()\n",
"\n",
" # set minor ticks\n",
" ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
" ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
" # add dridlines based on minor ticks\n",
" ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
" plt.xticks([])\n",
" plt.yticks([])\n",
"\n",
" # compute cumulative sum of individual categories to match color schemes between chart and legend\n",
" values_cumsum = np.cumsum(values)\n",
" total_values = values_cumsum[len(values_cumsum) - 1]\n",
"\n",
" # create legend\n",
" legend_handles = []\n",
" for i, category in enumerate(categories):\n",
" if value_sign == '%':\n",
" label_str = category + ' (' + str(values[i]) + value_sign + ')'\n",
" else:\n",
" label_str = category + ' (' + value_sign + str(values[i]) + ')'\n",
" \n",
" color_val = colormap(float(values_cumsum[i])/total_values)\n",
" legend_handles.append(mpatches.Patch(color=color_val, label=label_str))\n",
"\n",
" # add legend to chart\n",
" plt.legend(\n",
" handles=legend_handles,\n",
" loc='lower center', \n",
" ncol=len(categories),\n",
" bbox_to_anchor=(0., -0.2, 0.95, .1)\n",
" )"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Now to create a `waffle` chart, all we have to do is call the function `create_waffle_chart`. Let's define the input parameters:\n"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"width = 40 # width of chart\n",
"height = 10 # height of chart\n",
"\n",
"categories = df_dsn.index.values # categories\n",
"values = df_dsn['Total'] # correponding values of categories\n",
"\n",
"colormap = plt.cm.coolwarm # color map class"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"And now let's call our function to create a `waffle` chart.\n"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Total number of tiles is 400\n",
"Denmark: 129\n",
"Norway: 77\n",
"Sweden: 194\n"
]
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"create_waffle_chart(categories, values, height, width, colormap)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"There seems to be a new Python package for generating `waffle charts` called [PyWaffle](https://github.com/ligyxy/PyWaffle), but it looks like the repository is still being built. But feel free to check it out and play with it.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Word Clouds <a id=\"8\"></a>\n",
"\n",
"`Word` clouds (also known as text clouds or tag clouds) work in a simple way: the more a specific word appears in a source of textual data (such as a speech, blog post, or database), the bigger and bolder it appears in the word cloud.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Luckily, a Python package already exists in Python for generating `word` clouds. The package, called `word_cloud` was developed by **Andreas Mueller**. You can learn more about the package by following this [link](https://github.com/amueller/word_cloud/).\n",
"\n",
"Let's use this package to learn how to generate a word cloud for a given text document.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"First, let's install the package.\n"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting package metadata (current_repodata.json): done\n",
"Solving environment: failed with initial frozen solve. Retrying with flexible solve.\n",
"Collecting package metadata (repodata.json): done\n",
"Solving environment: done\n",
"\n",
"## Package Plan ##\n",
"\n",
" environment location: /home/jupyterlab/conda/envs/python\n",
"\n",
" added / updated specs:\n",
" - wordcloud==1.4.1\n",
"\n",
"\n",
"The following packages will be downloaded:\n",
"\n",
" package | build\n",
" ---------------------------|-----------------\n",
" certifi-2020.12.5 | py36h5fab9bb_1 143 KB conda-forge\n",
" wordcloud-1.4.1 | py36_0 324 KB conda-forge\n",
" ------------------------------------------------------------\n",
" Total: 467 KB\n",
"\n",
"The following NEW packages will be INSTALLED:\n",
"\n",
" wordcloud conda-forge/linux-64::wordcloud-1.4.1-py36_0\n",
"\n",
"The following packages will be UPDATED:\n",
"\n",
" ca-certificates anaconda::ca-certificates-2020.10.14-0 --> conda-forge::ca-certificates-2020.12.5-ha878542_0\n",
" certifi anaconda::certifi-2020.6.20-py36_0 --> conda-forge::certifi-2020.12.5-py36h5fab9bb_1\n",
" openssl anaconda::openssl-1.1.1h-h7b6447c_0 --> conda-forge::openssl-1.1.1i-h7f98852_0\n",
"\n",
"\n",
"\n",
"Downloading and Extracting Packages\n",
"certifi-2020.12.5 | 143 KB | ##################################### | 100% \n",
"wordcloud-1.4.1 | 324 KB | ##################################### | 100% \n",
"Preparing transaction: done\n",
"Verifying transaction: done\n",
"Executing transaction: done\n",
"Wordcloud is installed and imported!\n"
]
}
],
"source": [
"# install wordcloud\n",
"!conda install -c conda-forge wordcloud==1.4.1 --yes\n",
"\n",
"# import package and its set of stopwords\n",
"from wordcloud import WordCloud, STOPWORDS\n",
"\n",
"print ('Wordcloud is installed and imported!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"`Word` clouds are commonly used to perform high-level analysis and visualization of text data. Accordinly, let's digress from the immigration dataset and work with an example that involves analyzing text data. Let's try to analyze a short novel written by **Lewis Carroll** titled _Alice's Adventures in Wonderland_. Let's go ahead and download a _.txt_ file of the novel.\n"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"File downloaded and saved!\n"
]
}
],
"source": [
"# download file and save as alice_novel.txt\n",
"!wget --quiet https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/alice_novel.txt\n",
"\n",
"# open the file and read it into a variable alice_novel\n",
"alice_novel = open('alice_novel.txt', 'r').read()\n",
" \n",
"print ('File downloaded and saved!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Next, let's use the stopwords that we imported from `word_cloud`. We use the function _set_ to remove any redundant stopwords.\n"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"stopwords = set(STOPWORDS)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Create a word cloud object and generate a word cloud. For simplicity, let's generate a word cloud using only the first 2000 words in the novel.\n"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<wordcloud.wordcloud.WordCloud at 0x7f20553f6f60>"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# instantiate a word cloud object\n",
"alice_wc = WordCloud(\n",
" background_color='white',\n",
" max_words=2000,\n",
" stopwords=stopwords\n",
")\n",
"\n",
"# generate the word cloud\n",
"alice_wc.generate(alice_novel)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Awesome! Now that the `word` cloud is created, let's visualize it.\n"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
},
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# display the word cloud\n",
"plt.imshow(alice_wc, interpolation='bilinear')\n",
"plt.axis('off')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Interesting! So in the first 2000 words in the novel, the most common words are **Alice**, **said**, **little**, **Queen**, and so on. Let's resize the cloud so that we can see the less frequent words a little better.\n"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"ename": "UnicodeDecodeError",
"evalue": "'utf-8' codec can't decode byte 0xd0 in position 10: invalid continuation byte",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mUnicodeDecodeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-46-6f8eb885e74c>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0monept\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'1-point-recursions.pdf'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'r'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;32m~/conda/envs/python/lib/python3.6/codecs.py\u001b[0m in \u001b[0;36mdecode\u001b[0;34m(self, input, final)\u001b[0m\n\u001b[1;32m 319\u001b[0m \u001b[0;31m# decode input (taking the buffer into account)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 320\u001b[0m \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbuffer\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0minput\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 321\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconsumed\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer_decode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrors\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfinal\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 322\u001b[0m \u001b[0;31m# keep undecoded input until the next call\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 323\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbuffer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mconsumed\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mUnicodeDecodeError\u001b[0m: 'utf-8' codec can't decode byte 0xd0 in position 10: invalid continuation byte"
]
}
],
"source": [
"onept=open('1-point-recursions.pdf', 'r').read()"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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Ep51tAqn4anrEUTajcobNqM3N1hDr4JvZMePS13HvJj0+7uxwXi6YlTnzumA+L0hUQEtHlLZmmZeEUhNKzSBMGERd+mFCL0j9g/KaiKKAW7c32d3rEwSK2TTnd795yIP7p+zf2GBnt8dg2KLbTUhbIbNZzjdfHRFGmk8/22U+y/n97x4xmSyxxtHtJmxudVgsCozxTsbobO4NWge7e332rg8ZDFL6/RYPH5zxzVdHWOsn9hs3N9i/PiBJI4QQfPv1EXe/PwUgSQJu3NpkZ7dHqxVRFBVf/O4xhwdjALrdhBu3/Jh7/XTtbJTWMClylnVFaWtSHTKMUqRYlbP5xWWULzjKZhjnmZJ7aW9tCEjhI7TPvnQOR17WTBc5Rf1iw9FYS1ZULPKSQTt5k8frDwJrHc55o9M5kPKP72isUFvDos64uzjkUXZGZWskgmHUZSPssh33wcHXs0cc5edYLG2dcrO1RSxDZnXGos7J6oKlKchMwSDscLu1w2bUoxe0CIQi0RFhHSCqCynmxvA4KcZ8MX1ApAJSFTEMu4B/xwtTcn9xxHfzQywOLRU30y124yGJiqhdzZezBzzORiQqxDjLtFrQ0n+Y56AyhmVR8b/95nv+n//wZbOwPP0ZpSTdNOLGVp//67//6UudjbyuGecZR4s5Skqud7pESpPVVUN6lzyezfjdyTHbrTZ/vrtLpDSlMUTaO3av9XQJQaAVSRgQBsoHUZqAwYfApMz4ZnrCtMopbU0oNakO2Yzb7MQdxsWS43xGL4xxwLwqOC0WTMqMSZmtBQVO8zmTMsM4x3mxpBcmdIIIJSRLU/L78SHTKucXA4MSkl6YvLazUdWW2bJgWVTYFwgtAJ5nscwpOulzJW/PYnU1pZIMBy2Ukt7ZmPtgUasV8dnHO2xtdnjwaMQyKzH1u5H1nzq+neLMY5w9xdkzhOwj5BDvCDicOcDW34EIffTfHoNdIEMHKJy5hzMn3rHA4swxIJGhBNHC1l/j7AjkAKhx5hFCDlCyByoFAlYZjtX7XtmawlYoIQlkgHWW2jWOpa0pTU1la4ZRh+iFPDxLbUdU9QG1PcPaOVoN0UicrLA4iuouxp6joi5IQWUeYd2SQBmUaGHdksocklffAIJQ3/DjBqydUdTfYewM5wzGjqnsCXHwCVJ2EUI2JVVvdVcwrmJpJtxb/Ir7i39mXB4wq8+oXfkSR8PzHMCXN1kMxtU8G94oTUZtj6hsxqh8yJ36rwg6MZ1gE60C3keGw7qazEwZNY7Scf4tk+qIpZlg3RMn/QmJ3RPBrTNNFsFcep61KzHGcJB9xaw6w/Qq+uE1Qpmsz/1NUbmC0+I+j7MveLD8F07ze75Uyj0plXp6vPqJU+YchnrtJD11DfBlUKfFfabVCcv6nMrmXEs+I1Hd9edWQbJe7AN0aRgQKMVomZFVFb0kfqvzehY/amejthm5OaOyM4wrCURKGuwRyMsXyw8Bh1tHuRIVEEmNw0fKhBDU1nM6Kmt81KyZ0KQQtHRE7eyapwG+pntpSjJTYZx9arHw9Yg+6wFgnEFJRVtHpDok0W9GepRKkLYiBsMWUeQjNFVlOB81GY84II41SRJgbUBR1JyezlBSMhi0KIqKLCuRQtDuxnR7CWkroqoMoimfUkp5gnigKcua+3dPmc/aLBcFo7M5y2WBUl6B6ORkSp5XXNsb0OnEjM+XjM5mDIbt9XiCQGGtI1uWnI/mTMaLZntIFAfoQD1lLNfWMK9LFlVBbX09ZiAVuak4y5e0gpCtuI3BsWgcEucgEJ6+NohSBtGLDUMlvVGkXhLRkI3hFGiFFGJdC+vx+ioRzhVN9K6paV7XLr+5yoRznrtjjMU5z63I8wrnHK1WTBjqtUGjlMQ5hzGr3/3z551E//uHcFAcPnNY2ppROeekGDMMOvTDDh2dEEjFtFqQ1QWTak5mSpSUZKbg4fIULVRTI+/POZAKLX1U9nF2hsWRau/YaqEuqaH3DqYWilgFGOeY15nPfADTaslZMWFUzslMsf7+UT5mXuf0ghZaSEpbE0lNoiJMEzVfRVEv3he3OmneX4Zptiw4Gs+5d3TOt49Pn3M0wD+frTgkL2uOxjMWeUkYKIJnyOuiyUyAIKtrVDO/Qc157qNprSAkrz2/4TzPuDseI4RgWVVst1rc7PYIlX8PXnZuUghubvf5m5/c5HyeMVl6knJtLMZajHVP/SzKmukyZ7YsWOQl5Uuc/8tQWsO0ypmUGbUzBFJTWkM7iJBCYpt5vmreiayuOMsXzOuCZV00ymKSwtbUzpfHtnTYrA0Vw7hFINU6G6aaefxNysykEGjtuXQvu3ZaScLAZ3dftXcpII5Dup2YujaUVQ0uIQo1ZVUTBIq8qJhMPRfEC368vzJQgQYRN89+hrMCnEHIAQDOzXD2EKFugBwi3ATH3JdM2QnOnODsKULfRIi0KacqfLZE1Dh7jnMZUuz5/SE9/8GVCFc1HA+PZV0wKqfM65zMFLR0wjDskpmccTlvor4a4yzGGir7soCBQBB4foUzWLegNgKQaLfZZMIW3lmgAmxTKjVHyxInQqwrcQ0HQooILXso2UEIjXVLyvoA6xYIEWDcAmszrCtwrsI5gxCvcjWfxmo+Mq7mvHzMcf4dB9mXnBTfk5kZlfXZCYkiVCmxbJPoHrFseWNbRijh+Se2Ua2qXEFhlhRmTmamFzIaBfP6nNwsiGWbQMZcSz7nWvwZWgZNydnbz32VzTnNfRbjOP+WcXlIaZdIFK1gQKI6xLJDqBICEaNEgBS+msTYisplFGbJ0kxY1KM1+d3P2jVLM6a0S06Le5wUd+kH1+gF2280RusMuVkwqQ45yL7k0fK3nBUPWJjzJ9dZtolVm1T1iNST66wbgrovgaqobUnlck/grycs6nFTJlZR2iWlXXJS3MXhCeUtPXzC4cAvO5WxZJVXStTSMCsKirqmekclwBV+1M5GZeeMiy+Ylt9TmglpcI09+Z/+4M5G2ZRqbMddUh1yUsxY1mVTJgUH2RiakqdUB+TGGzcXY+WrxaewNXfnpyxq73AEQtENIkBgrKUVhgyjFlldMavyNcH8XaVxpRTIJitijCPPKrJlQVkYTG3XxulillPXhoPHY7SWRFHAzm6Pm7c2abUilJY8uHfG8dGEKAro9hIGG22GG22++fKQ3/76IeejOednLarK0GpFa0fi8aNz7t89RUpBGG1QlhU42Nvv8/Gnu3S7CWGkybOSoqwpyxqtFTdvb3Dr1iadXkIcP10LbZwla64lDjIjkGXO4+WUL8fHfNTdYD/tEiuNED5TVVvDab5gUuZ80ttgGKcvJI8nUUC3FRMGl79KQgi0UrTjkG4SEeiVAbd6gb3x9jpwLsOYYxAhUrZ9fTJvHiFfORdZVlIUFVJK6tpwejqjqgx7ewN6vZSyKdMIQw048twb2XHsIzhFUaGUJI7lB8uGrPgSS5NTmIrrvS0+79xASUluSu7ODzkqxtTOeiUpHVPaigfLEypb0wta9MM2g7BNP2jTC1ocF2N+O7mLcZa9ZOOFV39VOjcIO9xpXeMwH3GYn3uHFMdpMeG7+QGlrWnpmJaO0ULxODvju/kBG1GXYdihEyTsxkO6QcqyLjgrplSufq6eyTVZh9V43kcp2/k84/uDM87n2aWOBviMxbIoOZ9njGYZk0VOrxU/52woIUi0Jg00uplvJILSGEZZ5h1PIdFS0I8TllXF70+PWVQVs6LgZ1vbbCapVzx6xbkpKfjprR1u7Qwa+WQvoVzVlryqKaqaomx+VjWjWcY3j075/vCMh6eTN3Y2rHMY57xkdUP4rJ1BCUFLh76s9YKDmJmK82LhF2ahCKVGS7kW6thP+9xsD/lqcsRpsWA76dAPEzajNoFQbERtemHyRvN2oBXdJKIVBZe+b6vnNQ41/VbyWopbQgg67QitJfNFgUCwtdkhDDXGWvKi4vRszsnpnJvXh2xvdojfp5KXbCNEgLAzHA89N4MZTl1DKIdzOc7OkLqN1Hd8tHaVibDnODcGchB9hNpDuBrsOVA3fI0SISKE2keICNyiuVYOKIEnUdtxNefL6UNOiymLOuNasgEdOCumfDc/oB+2uJZsNFKi7hVZNomWfYRQ1HaEM0cYNwYMVt9ACs+5uIhnhRUApEgI1C5K9gj1TZQaIAiwrsDYM4xbokQbcCjZbvZrgbc3ECtXcJB9xXfz/8ZpcZdFfd6oNHloGdLVW2xEN9mNP2EQXaeth4QqbUqOvTBObQsKu2BcHnJW3uc4+47D/GsKs1iX/VQu5zj/zpdmOcsw3EeINvodyfuFXfIo+z1KBBRmTmV92VRLd9mOPmIrvsNmdItOsEks2yjZGO9NSVJWT5hWJxzmX/Fg+Rtm1QnG1OvsgXeYDOflYx4ufo1siTd2NoyrmNUnHOff8jD7LY+zL9bjXF3nth7665x8xjDcpxNsEErPy1k5G57LUbGoz5lURxxmX/No+bvmvtXrOWtaHbM0EyLVpqO3GER7hE3wDeeY5DkPJhOU8Ps9Wy6praWfJOx23p2X8qN2NpwzVHZOYc7JzRlKJlh3udrNh4IWku24AziGYYtEB7SDiMxUtFRIKDU+P+Fr/w2OytS0g5hYabST7Kd9BmHqS3YAhKCta3qBj962dIh1UFlDOwjphQm5qelWCf0oIdHBO7+c1jrcOjXvsNZhjI8a+m0Oa3xNb1FULBcFSRoShppWK6bbS0kb7kcQKBCCMNJ0ugn9fspw2EYHiuWyQCqBUpIw1ISRJk4C0jSi10+RUtDuxCRJyM5uvynvEb4cyzpa7QgpJe12xN7egMlkiakto9HCl/h2HUkaIZvsjxSSUGmWdcXS+H/zquA0XzAtc+ZVwdJULOqSWVVgrH1S628tpXlSw/3s8i6FYKvf5pO9TY7Hc86mC699X9UoKYjCgK1ei8+vb7E77NJKApQ0vtbWHIOrkbKPlB2ESPCvo8Orl/hIsWClyhLgXIa1Z2typBSiWa9U8887Lg6fAXmiTKLXyi7WOqbTjPm88LJ2UpAkPrNUVZb5rODkeMZ8XqzL28LmftaVWffJqErDMitptyP29wekaYSUb6bl/fpwSHxUsaVjeqEPJhjr5WgXdU4ovQpb0rxzg7BNZsq1URvJYP3dSbUgMyWZKdaKcJdhdS6B9GVWSiifbWyyELkpmdZLAuGPHauISGp6Ybt54z0HZBh26AUp3aDVnIeiMvVTtsaqn0Fe1mRFhW56tCglsXZVTyue1Lo15F0pVr0RLj+H0WzJdwejV6o5GevIy4qT8ZzHZ1MCrWjFzxOcC2NYVhXz0i+KWV1RGsN5nhEqxVbSIlIB7TCktpZ56euIQ6XWkfzXeUKEEL5fRMM5cM75LIaxlLUXXyiN/1k1vKi8rBgvMo4ni9c4wouxemacg8pa8mbOGJcZ46ZsKjd+nfF8IEuiA1o6JFaa0tbr30VTrimFIJQaKQTGuXWmW0gaQu+r0U5Cbu0MOJ0ueHw25UjMWBa+fE1JwaCTstVrcXtnSL8dE78gAHIRosmWxBF0OwmmUZsKQ4VzXkxkxQMcDlp02jH6fZLDm5r4lRKTczm4ZeMoCISIEbLr5z7z0PM63ALYQMgWwna9AehmOPMY7AjniiZjslKmUgiRIETsieOrMhrnQDwx8K1zVE35TCA1lTOMihnn5YxZndHWCaHQ1M6QmcIHDF58Yjh8BqVhfODcEmf93/z8nSJE6EutxCmVeeS/5y5w/4T0xG+Z+H/Cvw9SRCg5aJQkS29OCtWsFxGsFa7e4FY4y9JMmZQHnBTfr/kNpjlPJQJS1acf7rITf8pWfLsxgLdIVAct/dhWb7hxFZXNiVWXVPdIZJdYdRiVDxiVj6htgcOS2zl1VXJSfM+j5e8aDseNNx7/RVhnyOppk0EyhDJlEO6xGd1kJ/6EjegGvWCHRPcIZNxkZJ7wdlqqT6r7TX+NhMPsaw7yLylNhsWXhjkc8+qMw/xrBuG+/35j5738OnuHJjcLjvPveLj8LeflYwq7WF/nRHXpB7vsJJ+wGd1mGN2gqzdJdNeXUF3gh3gekSFtxhzKhER1OMq/5Sj/htJmPvvhSmpTclbc54H6F6RQ9ILddcwrVIp2GBIohRCeNF4ZQ/ie5Nl/1M7GDwGB1Nxpb3KjNVjX7e4lfSyuWVjF2ji5wMdBCUGoNM7BZ90dbEPQWW1fxdAkrMsuDN4Q1kKt60t9JFG+8gF/GZxjXaKAc+smfKttKxK1dQ5rLcZYqromdr6sKQgUlwW2tVYkSUgUBWjdRDMdmIaIGITaN4rSfh/7+0PULcn2To/+IOWjT7bp9VPufX/K40eP2Nvvc+1an62dLhubHbRWHB9NuPvdKYcHE/b2++xe67OzK9dqKYGQdIKIZV1yli9Y1BXWWWZVAQJqZ5kUOaN8yVm+JJSKbhg1pDEfWa+sJbjEKFBSsr/RI9SK0+mC0WzJ4WjGeJ4RaMVGN+XPP97jzz7a4+Z2nzTSCJFjzDFl+U/gcrT+CK1vIOVOI8VocXaJscdNpLLtSYVC4VyBsecIUfqSgWaEEK4dEtA4O8fYM+RqgaW9djaMsRwfTzk6nNDrp/T76bo0I9CSsqx5fHAOzpdPaS3XZW5CCMqyZjrLmM9y5vOCa9f6dDteSMA7NW/9GL4QQnhCeKqip5xq12Q9jDNIEfgyKaFIdeyzCKbgtJggYE34VUI29rpd65S/7aJm8A36Qq0JpEYLRSRDbqZbXEuGHOXn5I3Ds9quX2BwW+coqprJLONoNCMOA/RunyjQT5pEan8PnGsWNOFLZvRL+imMZku+bTIbr0JVW47Hcx6cnLPZ9YbrRdTWMisLzrKMsyxDCsG0LLyzkeV0oshH96UkDbyzIYBu8/edVmvN23gbKOlJnFpLnAtYNaRzQBRoHp1O6SQRwVuo6K38OCGe1qErTM15ueSsWHBazDnJZxznMwpTESpFVnpHZBi1aOuYWGVkplpLma/33+yzNDWLulhzPfpvwNnotRI+v7HlieLnMwAORjPAEWjFx9c2+POP9/j5rR16rYRQv76RoJRgOGiRJiHGmHXJZJqEbG91fWCokUN/v1nMzPM13MpBLHBu0pSLgmgyFthzrLnvyeJYULcRcgehSjASaw7AfYWzU4RIEfoTkG0QIbjXy3JpqUhVhAz9M2ycZVROmVUZEkGsQjpByriaM69zCvuywKbD2Dm1GTWBH4dxGcJVOFchhELJLsaee+6FmVDZU5TsEumLPWWaB5PVPw8p20TBTUQtKc1jXzZFiBC6UaR6c/6AdYZpecRB9jVn+X2m1fFTGY1AxmxGt9hPf8bN1p+yEd5AyQAl9KV9HCSaUKb0g4iO3qAf7LIZ3+b7+S9ZNE6Ma0jilTOcFvd9/wohGIbX35G54bDUCOff55bucbv1F1xv/YJBuEeq+n7cQrFq0LeCQBCqFC0jYtVhM7pFKFMm1RHW1ZTW9+IAWJgxdV5yo/Unr+VorMZmnCeFH2Rfcn/xz+Rmvt4ayJhheJ399Gfcaf8lw/AGWoaehP5MRcxqvEpoEt0lUi3aeshu8inJ7O9Y1OfMqtOnuDPj8oDaFnSDnWbcYs3ZCJQiDQJC/YSz0Y+vOBs/CEghGq7EhdTyhffulZrzwqfLLn7+ovnzrFLGatl6HxHkqjQcHYx9KY0QlKWh3Ym5fWeLJI3QgeL4cMJkvGQwSJlMlpSlIY4DBoOW13Y/nVEUFVVZ0+rExFHAbJr7qDir8izBxc60nU7Mtb0Bi0XB+WhBVdZUlaHdiojiGFMblouC2TRnMl4ynWYs5jlZVpEXNVlWYY1jOsmYjDNm04y6tmRZRVWZp9LbWiraQYSxFoGgMLU37GxNXtdsxCmdMFqX6/iO7QErk2MYpahnDJAn9xKSSLPZa/GL27skoeZ8ljHPC7RSdJKIO9eG3Noe0G8nKOkndOdyrD3HuRzlCtza6LUNLyNrshgznLuLUrto/VmTwq2b7VOMneKoUXIbra9h7RTnZlg7xbpZo3lu0OoWQtxg9WDWlSHPK8JlSRD4OmwpfRnFYlGslSmEEASBpt2OvGznoiDPq4aTIxpOT4DSb6fC8SYQwiu6XTyOloph2CY3BYs657ycU2lDy8VrNSqBIDcVx/k5izrjpJgwrZZ0gpSWTtaN+h5nZxznY06LCS0dc1JOSFVMKBVnxZSDfMRRfs6omHJaTjktJmih2I2HLOqM82JGqWsq7bOWkdT0gxaZDJpMSkFXtyht1TggTwcIRMPrkVJQ1ZaizJDH/m/WNhyfC05KECjiUNNKIrqt6Lnrv+I2nM8yHp6OmS1f3RSvNoaj8xn3j8d8ur/13HYpBJFSDOKY2/2+LzGLE2pr+WgwINEB3Wi1MAl6UURpfFRfS8kwSRplpjfH6vxEk9F5FlGgCbREq1eXaF2Gto640Ro0ylJP/t4NYlo6ZD/tUdk9dpMebR0xKTNmVeHPK25hnOWsWNAOIoZRSj9I1llv3ywyJlSa/Vaflo7YiFrEKnjOKXkZAi3pJBG3d4b8h5/e4s7ucF0ep5XkxlaPO9c2uDbsEurXcwqcc5RlTZZXnJzOGm6GRDYOWxxpdra7tFsfqh9MCLKDYAcIEHLXK0apXUAg5ADJbZycgJ0iZAlCItQ2iBZC7XjyuJ3g3LzZnoLcQIgEqT/Gy8m2QQRIdR0wXslKRFzsaZGqmL1kY923qrKGwpYUkedkbkZdukEL1QQtOvplqlyiyT50CdhDipTALryToQYIERCoXYRQGDvDyjmBu4YULQK11WS7Q5xLsa6HlCnigo0hRUqg9hBESNkDLAJNoK55R+MNnqu1hCo14+qAw+wrZvVps354UnIgIzp6k93kU/bTn9IPr5Ho7st22zjuygcI8B3DtYxY1OeMq0POivtMy6OmNM6xqM85zr9lM7pJZmaEMiGQ7/bcKRHQ1htsxR+xHX/ERniDtMlmvGjM/pz9uKVQBDJmEO6xFd+G3DEuD9YKUbUtcc6Qmzm5nROI6JVjNq5mVp35829Km6wzjdMQ0FZDriWfsZ/8jH6wR7q+zi/PwCt0Q3TXRDJlM7zJXvI5h0JR5sv1mEu7ZFobptUxk+qYWLYJZdvbacCiqnwAdplR1IbelbPxrxcvriF/vwZdUVTc/f4U990J1jparYg7n2yzsdHBGMvobM43Xx2yXBT0B+k6rT4YttjZ7TOdZhweTCjLmsPHYwbDFoNhmywrsebF9ayDYYuPP93h9799xOHBmHYnprMsMBttZBNBz7KSB/fPOHg0Zj7P11FMYyyLecHMZNy/f8bx4YT5PPe8ghXv+sKhAylRMiRRAZtJi0Zld5090k1maDNucavdxy8SFw1aua5PvwxKSlpxyJ/cucZPbmxhrHuq7GVFDNdK4ptLeYfBlw5U3oAUK96Gd0R8KUGNsUdU1Zfo4FOUurk+pnMF1o6xdoa1IwhAcx1rR9T11zhnAIsxhxh7BhEotdlkOfTa+SuKmvks99FKIRiPl8xmGUni5YXr2qC0JElCHDA6m5NlFUkSeolirdja6pAkYZP5eONH8J0QyoDdeIgDfju5y1kxpR0k9IPW2sm3Dd/jrJhgsEgE7Yb42Qta5KbkOB/z3fyA02LCpFoQSLXmerR1wkE+4uvZQ86KKWfljEHWoRukpCriTnuX303ucZCP6OiEZZBiXNfzRIIObe3VqI7zMd2ghZZqTR6/eLmUFMRhQBwGKCmYLUom8xwh/DNorC8folELa6cRvU7MzrBDOw2f68VbG0teVYxmSw7Opj5r+QpUteHofM794/GlHbu1lHTCiDQI2W131n8Dx7VOB4lY8zx6cew5Dhccf9VkPX6I6Icp7SBqxnshgiy8dHk3SPi4s4WWvgzucTZhVCzZT/vspl0Ol1Me5Of8YnCNz7rbax7dzdaA/bRP0PBUPutuYxqRCi3ezEmXQiC14sZWj+1+m7rJMoN3wgL1ZK55fdEJ32fjbLTgy2+OePjonOEgpd32Bka7FdHtJPReble+PUTqS6VEH9R1/LWXjSMAyAFCdhHUTflTE+FvSoWE2PLqVa7Gl2IJQPmMBgIp/7Qpl/K/C/1xc+BV6emT69QJEhIVro3vVSkkTQBQCUkgFB2dsBn11kItLzgxlOwiZQvtNnCuboIFynNI0AR6j8Bt49wTLoAQvheHL4FdBRhXQcYn5poUKVJFaLlJyEesTGQhAgQhL7YiXgQvFzsuH3OYf8WiHl84liJWHfrhridxJ5+jxJvzdgIRoXTAZnSLzExxzjKvztbZE99cb8m4OmJRj0AP39nZ8NmYm1yLP2cjukE7WHFuXg8CiRYBncA7WqXNnsr4eFlZ34tkWY9JVe+1nI1JdcBx/h3zerR26iTesekEm+wlP2Uv/ckLnaJXjVmJgF64y430Tyltxmlxb53hq12FMTWz+oRRcZ9heINYdbzwTl0zWi45W2acLzOMs2ykCde6794P6q2djcouKMyY2s6pbYZxOcaVGFdgXEGqd2gHNyjMOcv6EGNLrCtphzdpBzfQIkGJmNpl1HZBVh+TmVOMzTCugKaISMmYULZJ9TVitYGSMeo1U4TGFlR2ztIcMS/vo2WLdnCdSA0IZGddFlOYc/L6lNyMyM2ZT+1h0CJGiYQ02CXVOyiRoN/w5r9pxPdFn3+fkeMgUFy7PkBpSV37BctZR5wE7O0P6faa2t04ABxZVpGmIVJKqqqmP2g1Claaz36yS1kaokjTakW0OzF1bekPUlptz+XwSlewvdPjT//iJtf2BgwGLW7e2kApSRRpojig04lptSPC0BMgt3d8+r6qap9a3WjT66WevGgsu7s90jRsSrIUG8M2vUFKED55rIUQKARSOoKLk8w6gvEEkXqz12EdURCCNJLwCuKkzxhET+qHUUjRR4guQujGiTjH2rPGmRhh7Qhn51wk/Fk7xpjHPnIne0iRAhLn5tTmkY+ACa/T7sfo/GKH52j0By0QAiV9vXaS+try6/tD+v2UKPRKNsZYgkDR63kJzUBLqsoQRQFB6Esq2u24KaF6/56GwJNvWyrmRrrFoCF4r6CEpKUTtqI+n7T32Y76hI08bVsn5KZkVme+r0YcE0hNIDSdIKUftH0/DB1hIstH9hrbcZ/clAzDLhtRl1RFxCpkM+phnGU3HrI0BbvxkEHQIdURoQy43dohViGRDIhUQEd7onrUyGYWtqIftNe8jzKuaOmYTvAkMmqsjzDPs4LZslgb+wKfEaxrS1HVjSKRpJVGJFFIGOhLgxDTZc7xeMb5PKOszaXk8BX94+IYZlnO2WTBeJ4xywriQK9FDURjeCt4ro43fInd9aJs7Q8JWkr0S4wQ3zX+yfu9GbX5pLtFJ4hJVMB20qHXEMCTC838wgtzinOO+ELD1bddG8JAv1CQ4k3hYB3ICQNFpxOzudFhY9ACAXEUNOvAh4EvHV3xzcLmp3xSc8yKdxE0/IpnBTWk/8zaJhDPbNfP2N0vflCVkGvlvadcTrH64f+PdA6Neqk57++VAid9CaywjaPx5BkThDgCxJo38jz36oWBR7G6ThpFdOHz67fsJaN7Bs5R2CXz6ox5PVorGa2gREA/2GUruk1bb7yVAbwas0LS0kN24k+YViccZL/HmJXKk1fmXFQjTvK7iFjQ0v23OtYKgUwYRjfYju+QqN663Ms6X4Ts1eH8/1eXOP+iKWGLVItesEuq7j1XdgWO2pUUZkEkX92DxrqaSXnMaXGX3MzWf9cypBNsMQj3aAXDRinq2ef51ViNOVYdNqIbHOZfI1EYVmV//mov6ynn5QEtPfDHV5Ik0HTj2GfalcRYRxK8n/f/rWes0kyZlt+xrB+T1ScUZkxpJ5RmTGHGbKd/zX7rf2BcfMlx9t8ozYTKzthv/4/st/5HErWFUhGVmZHVh5zk/8RZ8Wvy+pTCjAGLEIpIDWnrG+ym/4FB9HNihij1es5G7TIyc8RJ9t94OP9fSPUue63/RD/8FB0k0DgbWX3KqPg158XvOM9/T+28wxOpIbHaZCf592wl/45Yb6B5PymlPybCSHPnzhY3b27wrNymako5nPMZiL39geeGrCLXzkvmaq3o9hI2trxHvPr7SgnKNfK+8kKUbf/GkJ3dHkp7LsAnn+1y+6PtJ5GjNTfAj6fXS7wSVlPSo7X09d5N3fpg2PKRPfFEFlIqifoB9Yl4GtI7CKLtyY0YlNpAyj7eWZhg7RnGHmHtBGPGOLeERv5wBWvPqOvvCYLPUeonSLkBSC+laI4QooWUHUAhZa9Jv/tsh1KSra0OGxvttaGplJ+chsPWOisDTUBQsFYp29npNg7Tk3t0UcXsQ8Cr/HgehnWW4AJnY1VHHUrNMGw/kYoWvjHmaTHlpJggtWAv3fDKUDollAFayHVZVi9osZ9srtWGVmUSoln82zrhZrr93HbZ1FN/3rnBx+39dUTU7/uJMTIIO1jsen/gjYJAPpl+69owXxaMpxnn0yVZXpLGITSORtnIknqOhiQONMNuSjt5voQKYDzP+O5gxPls+UK5WyE8J2m13TrfGO6iKpVsJxcU1N4eP9Q38m1xLe0yjFIWjcDEjVafdhARyh9XsYB/8/3cOui3iOOA2zc32dnyqQwheeNO52+Hxnh+xUhfvv394VV7e7OjyUsM1Lff2/v+vpfvnzGtjlnUY0q7WM9lAFqEDMJ9tuKPSNS7R7hT1SWIQ07y79EyQthlk433WJgRR/k3pLrHFnfe4UiCUHj+w2Z0i0j5QJW9cG6m6asiEAglXuhChjKhG2w9aYb3zJxqbEVhl9SvIVBkXM20OuK0uPe0syFC+sEuw+g6sWy9cyVLJNuoMCBVvUufv9zMGJcHbEY3ETQE8SiiHYZst1vMi5LK2B9CGZXFuorcjJiU36BlSie4SS5bjXTYEY8X/1+kUHTDO2T1Mcv6iNLMOC++gEgQqUFjuGgC2SbVOyTKy4cJfFOSykwxLmdcfIV1NRvxnxFc2h7+yY0xtqR2S6bld5zmv2JZH5DqHbrhHVK9S6C6CKEozbQZ/1ecF1/gnGMY/6K5MWKdqZlXDyjtlK3kLwmiFkIopPhxLSoXIYTw5OxXfM45b8D778DqGl+0bbRWa8nO1bYXRexWZPIVwlASBP67rpGdXNUZr5SSXNgctTGOLnJYlBIXhHnES4/9Q4imriIOq0XV2SV1/RDvFGzhqLFu2nA1CuD5hkgAUm4QBAlStjDmsMlwdBHEaLW/5n00uQGflhcxopH0XN2z58f2ZEK6TIbxZcbAB8lsrGtRxaUSoaLhMPia4FX3Vz9ugWgas0UYp2mpmJaKPclcam+6rDNT8qXvwiu3K0ngVgUPzvejfeo5DZ+QB5+Jkl7cRxwFbA5aOLwyVRh4wv1KFc4Y60uRtGTQOBpBoC4tXzufLfn28Smj2fK5bVKItaMymi6YXuBzOAd5VXN0PuPR6YQoeF6V6k3xQ3j3XoS3zbqETZmUFILQaBIdkKjgpQbCD/U6SOmznFXlxR8ePBoxniwR+MavO9tdet0P3ITypdfm/Zr+r8Kr7tOb3Mf3ua9Lv/8ezt2r5s2YVicU5mlHA0AJTTvwBO9QJu98TCk0AV4xqa03qG1Fbqbr4+Zmzrg8ILtgiL8pBNKrMukeifLEaSU0mSk5zmcs6mI9J3v+TcxG3H6hY61EQCjThl/7/PlbDLUtniLUPwvn3LrvRWZmZGZGfUFkQApNqvu09dA7Ye/4bEihCIh8Xw4ZUpuyUdLyqGzmu6nbHAfkdc0092uBsZZZUVJbSzcO1/bAu4zpnS3mykyZVXcZRj9jK/lLlvUxIJhXDxjlv2M3/Y9cb/9PzKuH6PJbLBWj4jckahPCT303RJmQ6l2kjGjpa8RqE4GkdguOs3/gvPg94/IrcnNGK9inw80XjMZfCOMK8vqMcfEVjxf/K4Fss5v+dwyin9ELPyGQvuykMOdMCu9ojIsv2Iz/nGvpf0+kemjZYlJ8zbj8ilHxOw6y/4KWLXrhZz678SN2Nt4Er/tsvct78SIn4SKp/PLvvXz7DxeeDG7djKr+BochDFJwFdbOG2WWFWn8eaNf62tIuYMxD6nrrxAiRMkthGij9afU5j7WPMQrUGkQAUK0eHnk8F8HLi6EWihaOsY4S6QClFSXShi/v2O/ePF/1QKtlaSdRrSSkN3N7tr5XnGLVvuHJ071itB3GUbzjG8enzGaPa9CJaVgu9/m2rCLMfYpZwOgqmoOz2c8OBmzM2iz1Xv5ef/Y8TYLqUCghW/M2tLhezH6/jgQSOWzk8us5Oh4yvHJEyOv30sJQ/XhnY0r/NHg3CqzcUppn58vlNC09ZBusP3WJVQXsVJPilSHTrBFYRaNGpM31AuzZFIdUVxQaHpTeJ5Jm5bqE6kWuuEALeqSb2cnHOYTjLWEUtEJYvbTAd0wearM8an9NXwKJS4PKKyaGLqXORs4KleQ2zmFXTTX+gKnTWhS1SXVA/RbcGKehc+ka7QMCWRE5XKsveBsuIKlmVC5Ahwsy4qzxRLjLJW1TLMC4xzDNGGz9e4u/TtbzEJolIgJZY9EbSNQ5MGIys5Y1ocEskNL7+GcobYLlvURuTnBNDraSsSEqo9AEbtNQtkjkG2EkNQ2oRPcorJzzsyvyc1p871nDTDRZCN8343KzjnNf8WiekQr2KOtb9IPP6el99AybupEITdnjIrfUtsl3fBjuuFHtII9tExRIqIT3kbJhGV9yKj4Lbk5Y1E98vyNdyQu/Rjwuovvu3i7b5uJ+KFGCV8HUnYIgp+h1PUmKzH0HA6hCPQnWLcLOLReYO1P0Grffw6J1h/jFUi6CBEhRRuptpCyhRC60WNvYdRuUyMcotQuT0joHv8ar++zY45UwHbkZahbynMoXtW5+n0d+1V/v+xzq+zhxaKlV6rZPYNV87vz2ZJHpxNmy/yp7Ssi+v5Gj0/3NzmZzHlwMn7qM2XtVakenoz56c03a1T1Jlg3MVxle/5Az5wDSmO8DG1ZMSsLQqXoxTGh8sRty0rowQtG+KZ/di0o4b/vNehDpSit70ETquc7r/+QIQRrxbmbNzbotOP1fTHWkcQB7daPv3T4Ci+Do7QZS/M0V4PGKQhkQtB0rgZBbWtM049ENVKsFt/4dyWuYp1tyln18zLQzWcCGdFSfaYNN2E101U2Z1GPKWzm93MJl+VVkCgi2SJWHd+XYpVpXrFDmve5dmLd8+bybP6TMfvC2ReNw2GdfS4r9MwnKM2CZT2htite8hMUZsnj7AsyM2uI5u/nvXucfUFhl+t+KSsYV1PZHOvqJ6XoSjZNnB3tKCTUiiQI3kso5Z2dDSkCQtkhVH0itYEQmpYZk9cnaJESqT6J3sFSUdoZuRlR2TmmaVyjRIwSEZHs80Tz3p+alJpOcIvaLhnlv6Gwk/X3LsKXREicM5R2Sl6f8HjxvyKEYif5GzaiP6EffU4g21w0uLyz8Rtaeo/N5C/ohZ+R6C1Wqg/t4AatYI+z/J/BWQpzzrx+gJYJMRvveumu8G8UQvQIg7/AS93aZiL0RF8ZdHm6A+yqvEkhRNrwO/zfpdwA/cn6MyuioVJ7BFiePOtPq678W0EsQ3biAfB+yg1+DKiNIStrzucZj8+m6yaMKygpSULN/maPz29u87v7R8/to6pNk9mYsMg/XJPUVfkk/CEdDf+/0himRcnJYs7j+YxOGHETaIchkdYY6xtaKeFle2vnG3xGWpOgWVbeSelEEVII8rqmND6q+WNyNgDCQBEGCe1WjLvtJY+ddZSVN8Ci8N9GFv/fKhyO0i59lNs+sa989i70ErQiQokA4wy1qyitbyQYyhCJoLK+5FcJhQNqW6OEQin1wqVHi5BE9Xxp1gUeROVyKlNQ2qxR6XrzPmJSKEKZEqv2umEfzZ5003PJNeulaXqIvdhNWF2NyyXw4YJy2cucDWcp7LIpXXpe7S+3M+4t/pn7y1+/1/XKObuWvb0I6+qnSr+0lMRa+/5I1jJIYnpxRDv8IxPEV/B6xCGyacYikEihkSJAydj/vSFIrdSfLrZQd9QYV7CsDsnMMaWZUbkFzhmsq6jsjKw+YlkfIUUATQffi0+ww+GcITMnHC3/DuNKlIxp6X364ae0gj2UiFkpQfjvW4zNKcyE2mbULmdcfE2cbTxDpnGc5v+EcQW1XVCZGfYSh+cKV3gh3GoSMuBqH8MRyleMrqM+FoFl3d1WeElRL1cnYa3asnruV+/AReWWiz8vTnqvIlf+68SzDdp+jHhTI3yyyDkYzRjNlhhrnyKHCwHdNObasMvusMNWr0UniQi1ojZ23Z/GWMciKxnNlpzPlkwXOUkUoJtu5tZY6tr30VGBhKYpqLMX0hQ8EYxw1lHXq8Xuyfb5LGM2XtLqxHR6qReA0ApTG0xtUVoipaSuDdY6glBd4JC93X1dlCV3x2MKZVFSkNU1s6Igr/2aNIgTenHMJM85mM9QQhJpve7UHkpFpBSLqmJRlQRNJmRRlhTG8Olwg1v9vlft+oHK/EJTP97cS9GU41X1k2Z+VWU4HS2oKsPebo9+79UqO1f4scLL3vqO3k+i36u+D1pGSKGoXc2oPGdZZ02TUk0lveMxKs8pbUUoAp/tENDSLTbEkFjEPivwzDvrsyYxSl5mzDrf7M8WaBG8RZNCgZJBw3144vwL4ZsppzpcK1Jp6UVlPny8wzWdvItLjX//Cdv03frwWDkhq4CPkj6w4hwUdc3hbM5omfHRxoBW+G68PXgvZVQSKYKGMC3W6SYpApSI/N+b8gBvxLuGpOIvqHco5ozLrzjL/4VF9YilOcK6Etsw+/1DN6Olr1/wHi8+Gb79e1GfMCq+QMuEtr5BL/yEXvTZmnR+8fNeZi33nBN7zrj8anVGl5yl8xwSu2yyMh8u2neFf41YORoVuNz/f0JYcSoQgG22r4jdUfOdHO9kRA1PSF/Yp+TFUo4/biP7Cm+HySLj7uEZo+nzKlQCQa8Vs7/RZXfQZqvbopNGRIHGUWHrVW+SRpVqtmQ0WzJZ+F4sSgqMsVRlTZF7WeWYABzkeeUbeV4oU9NaEUaaujIUuVdUE55wAsDp0YTH987Yvtb3BPkkJASKvKIsasJGYrloGkmmRGtn420xK0u+HY0otGGn1Sava+ZVRV0UzKuSRVVirOX+dMKvj4+QQtAKQpIgIAn0uowqr2tyU1Mb4+ubi4KyNsRas9fpIJR6icjqDwOmtlS1QSnvlOdZRVF6Y3OZldx/cEqWV7Rb0ZWz8a8c1tXeCH6Kc+AN9kCGSKEobcVJccKkmtIP+qQqRVrJpJpyd3GPRb0gVjGRDAlVyFa0QUu1CGRwaeDHN8yLmszDZTwIP6Y3aXy5HrkQaBGg5dONM2UTMEgv8KwuloN9SDjAuIrKFS/ldvyh4MvJDKseL0p6pUOHI68Np4sFtbEM0oTdTuePz9nwuITc+5KU0woOw7j4klHxO7L6GGMzetEnbMm/8t6os02fjGPO8n954X6MKynMiNplJNqTyzNzzLy6R1Yfo0WKlumFaugnyjEORye4QS/8lEj1CWT3BVEzSVvv0wr2SfTz3XVfODbrJ/RFXnE+9wv3PCtY5hVZUVHUNVXtu/1ejERK4SVHtfKLWxgo4jAgCTVxFNBJIv8v9T+VlH8gicInqI2hrAyzrGC8yJhnJYusZFmULIuKsjZUtfHdjC80FVt1FQ+Ub0AVhwFJpGlFIa0kZNhJ6bcS4vD96cm/Lh6ejPn+cMTxeM7ZdPnSOs5XQoAUko0O/OVHjlubFdh5s6EPsoXXljfgFji7ALfwTojogUyb7Q4o8c2qAhAdEL2GAP6CA78mVqdXG8N0WTBZZJzPsvX9zMpqfQ9XxmSgFaFWRIGmnYQM2gmDTsqwk5JEge+EfSHbIpu69x8jD+THhvN5zrcHo0uJ4UJAv52wv9Wjk8ZoJRl2Uq5tdDgezxnPn+Z3lJXhcDTj4emYONII4zg5nJBnJWGosdaSLUqyZcFyUaKUIG1q/ou8QilJGGrKsma5KAijgLQdYSpDUVRki5LlImd0MsM25V7OQbYoyLKKTi+h3YkJo4AoDoiid58LBH5uNdYyL0tKY0i0V2lLA41zcLRYMMn9tYi0phOFpEFIGvjyKrOS9RaCSGsiB7HWSCEYJAlavl4X89my4PvDEY9Ox5xOlyzzd8uYC+FVpX5x5xp/+cn+SyWLnYO8qJgvcnD+/R+dL5jNC4KmoefRycyXU5X1C/fzvlBUNUVVM1sWTJc5s2XBLCvICr9O1tY2fKSmL1STuZXCO8GBlgRa+fsRapIwII39etJJIrppTBL67NzrdFZ/V7gLWcJZVjBb5owXOdOFP7dFXlIZQ11bKuMzdysZca0koVbEoaYVh3TTmH47ZtBOSOOQKNDvPWvmCc5PKk7Azxeep6DW1pxEEoqQjm4TypDzcsy0mmKaruuRjEhVQqRCQhE2Bq29dEkSiEYi/HLRDovBuArr3jyq7nkequmrcaEKxkFtLYWp11LmDkenkVb/sPDGvbEVluePtcok+QqgD5+VD1VKqJKG9O7LP9Mg8MqPzrGRpkRK0YmiHwZn40mJxouG8+JhOizj8iseLf4/yIa30Q8/Zzv5d2jZQiBZ1oecF78nqw/J6/NL92NdRWFGgKAbfoR1Fef5b5nJlKw+IlIDlAhxK8nRC/8FaAe3uNH+n+iEd2jp/afSbk+fySo785JzumCcOnx5wbKoOJ3O+e5gxIPjMYfnU07GC85nGbMsZ1lUFJWhrM160dVKEihFFCiiUNNNY3qtpDHsEq4NO+xtdLk27KGbz/mo4YVimvdk3D1rcK96c5S1YZ4XHI5m3DsecTCacTJecDpZcDZbMMtKllm5XkhW+1l11Y6bRaHfThh2UrZ6LXYGbT7e24QdQZ8YrZ6W9vzQBuvDkwn/+dff8dt7R3z54GRdWvI2EAK0Uny2J9mI4Ga3Ajv1GQq1D3IAhOAKsGfgxs32GNQOyG1Q2whXgj33111ECHUNVIt3eX2fek6dNyxPJwvun5zz3eMR947POTr35TjLvCQvax8FlYI0Dmk3i/jusMud3SEfXdtA7IEQqU9JN4uhEE96OryPsb5Iocvj6XlodUx3sZnMJeIST/986sgv+H11nGfH8uT4F6Vvn/7uZcd/feL+i7A6ju+vcXap5K0Qwjsbm30foGicjb2NHou8fN7ZqGsOR1Menk7Y2+ihlePgwYjlPGe41aEqDQcPzhidzJjPcqI4YLjdwRrHfLIEIQhDTZFXzGc57W7CxnaHfFkym2QEoSKKA0xtmc8yirwiX5bMZznLZcnmVpeN7Q7D5me7E7+7VGhT3uSAZVVigVYYEipFKwhYlCUnywWzsvTPeqDpRjHtICANArK6ZlFVTWdxSSglofJGbhoEDOOEQL284dsK86zg198f8Pe/v8eXD084mSze6dyUlARa8n//H/6CP71z7RX9URx5UTGdZr7bfF7x6GDM6HxBkoQIAaenc4JAUVXvPwr77PyTlzXTZc6j0wkPTyccnE05OJty1mTXVmtIXjxZSxzeQAq1Io40aRTSTSO/TnYSNnstdgYdrg077G/2ER2Ihe+x8yZP0Zs8cxfPyzrP+xk1Yg33j895cDzm4GzKyWTBsqhYFhV5UVEb4yW0tQ8qtpOQXitmu9/m+maPW9sD7lwbstVro6Rcy36/zRifGzNgsVhXP2dw+zqVlcG+UpGK6AQdJJLH5oBZNfM9kGRIohJaOiVWEbGKeDlxWuDb/F3uODlnMa5aR97fFJJVv6OnS+59x++aytaYZly5rd9prX9dGFf7c7rEsRFIAhmjRfQHKQEOZep7cTRlbKFSuCDwfcoEbCQpwzShG727DC+8t8zGm8M5/3CXZkpWnzKMf84w+jlpcA0tU6TQTRptSWVnLy1dkiIkVhuEqs9W/FeAQ4uY2uYcZ7+ksku2k78mVhtIseq4q1Ai9j03EOTmnMTuIoRCvCABLtb/fZmz4WtfZ1nBg5MxD08mPD6bcDyecz7PmC5z5k30Py9qyhdkNmos1jrvhVdmPRmfjOfEkebbx08yG900ZthN2eimXBt2uTbs0k5C2sn7U8yy1jHPC04nC04miybyv2ii4DmTRcYiK1nkPhp+MbNhzNPnRm0w1vlFrqzJyorzecbhaMp3ByFfPDhh0EnZHXS4ttHlzu6Aa8Mu0YVuxj8uSBARyDbIbvP/h0DQlE2V/m9iw2c80M3vbYTcBmoQIdgJuJl3TlhxON4OzkFWVkwWOd8fnHH36JzHZ1OOzn3X6ekiZ56X5E9lNhzGgstLytqwyEvmecnJZME3j0/55dctbmz1uXNtyP5Gj91hBykFYaDR70SateAmOHuGq+/hzAHOzZsSM/8uC5GC2kEGP0OoPX9tm7JN7Ahr7uLMAZhj3ygRAyJByC5C3UTqj/29IQZ3jjPHuOZ6+8aKGbgMZ5fI4CcI/Smuvosz95txgAh+itSfgmiDWJWdFDjzqPn3GGdHDS9HIWQL5DZS30GoHf893q421jSR3xUxfPqMChV4g2TQTrix1aeT+mzosJtyfbPHwdn0uc8XleHgfMbDkwm/uF3SawVo7cud+httTGWYTTw3pNNP0YHvRl9fME6DQJG2I7rDFlGkSdLQZ2CFJyGDb1oINVJKWp2YOI2wzhFFmiDUdPsJw60OcfrudcPtMOROf8C1jS5SeAUc55w31KWkMobrdU1hagpjiJV3IkKlCKTiYDFjXpZr02mQJOy02kRaEeuAXhz/KAoYhRC00wglhW8aWdW00oi8qAhDjXOO3W3v/PR771/2Ni8rFnnJwWjG47Mph6Mph6MZkwtZjXmT2cjLmrrpM1M/s5ZUGKyzfp0s66b8L+PwPCCJAtqxXwe7acRGt8XeRpcb233u7AxpJxHW2idF2Y0BXxtfjaCVXPe6eV04YLrIOZ9n3Ds658HJmKPzGSeTBdNF3qz/vrKhMobKWM9Jcj5jtloXi6pmkZVM5jmHoxlfPzpl8HXKzqDN/maP61t9bmz1aSchgX495/ZF8BkLhXpGOcqHUlbkYkcoAzajDYwzJCpBAHvJNXpBl8rVSCSRigil522EMiCSkS+jumSEDofxls7l4xKyibq/vyxObS3zuiAzJaHUBM0cEAr1B8m8y6ZHm7ikNCxWHW60/oTN6CahTFHvQf72ZfB8nJDt6KNmbIJQKXY6bVphSKw1SRAQv6fqkj+es9GQur1C1Tmh7NGPPveysiJpPlNQ2TmFnbyUlK1E6DuNBzfZjP+scSgkZ8VvOMv/BeMKuuEdAtlCiBai6Q6sZUKk+iBEo5K1ALeKElwk4q4Kr17saDxJm1oWRcnhaMY/ffOIf/72MV89OuH4fP4KtYOnYc26vsX/fL4qAvAPiJSCG1t9bm73+YtPrqOkRIrOe3M2jHWUdc3ZdMk3j8/44sExX9w/5uHpmJPxgrJ+s8iXNQ6MpWj8x8sCeoGS3Nge8On+JtUvbpNGPtKj1Spi/iEnhvcdVVAgU4RsN05EDCLFudKXTWH9dkK/Hef5G7IDctNvR3knwxzjZOmzby/IwL0Mq+e0tpbpMufhyZj//ff3+MevH3E4mjJePG+kPovKWFY373jsb54Qngz82f4mf/35DaqPDd1WRKQ1oVa+M/xbjhUqnDnB1d9gyr/HVr/G2VOfBUKCCBFy4B0N2UXIDRCqMUhqnD3Blv+Eq/4FW3/dGPwlQvYR6hoy/GuEiP09lyHOnuPqr3DmIbZ+1Dg6U5w9A3uGi//PKBFgy7/Dlv/VOyVYVPI/N8eXOJfg72OGq7/FVv+ILX+DM3f9fUch5CYy+Azc3yJRCBXgmvaBb/p8V8aSFRXj2ZLD0ZTikmi0koJBJ+H6Zo92EiKlYKOTsr/Z53f3j5/7vJfAnfPodMIyr6ANOlAoregPW1hjGZ3NkUoSRrrpJO8oi9o3jqRpeBhqwkg35+TQgUYHirLhZoDPAMdpSJKEDVdDU1c1OOj0Uoab7965GKAVhNzq9bk1HKz12gQXMlHPfP7Zu5DVFYdyjnIW7QQbacrtfp9IaSL9dLPI18YfobxQCEGrFZGmIXXtDfndbdG8xwJjHdNpRlnV9LrvztdYvcquUf6ZZQXH4zm/uXvAP33zmO8Ozrh7NMK+YRDbGkdtuPR5vwghYKvf5ue3dvjrz26w1WuRxsFaccuT5P2sX1Y1y7wijlbBrVffn9V51cZyNl3w/dE5f9/Mq2fT5aXO/yV7aRyNy7dKIdgddvjs+hZ//vEeUaCbdV4g3nFdlEI9b9i7VcbDy9wGjbPxZLNjN9lZ//6ma6ZbZVPW+YVnxoS6UFb0fmCcJa9LClOT6pC4iepHSr9W6eO7ockTrQPeTyNSLa6nP+ej9l/TUn1C9YflSQlAKsVOu83OZX2z3xF/NGdjVVOnRIgWkedm1IdEakCsNqjsgqw+YVx8yXn+OwozRovXu/ih7DGIforDUJoxtV1ytPw7ynjKRvSn6w7ksdpkM/4zsvqI8/y3XoJXDYjUgFB2cJgm+zKhtFMStUWkNhrv/+kXYEWqPJ0s+JfvDvj9/WPuHZ3z+GzCfFm+kaPxJnDOYS2MZktqa7m+1fd19ub9pb5PJwt+9e0jvnp0ysPjMUfjGafTJbNl8Zy05vuCsY7RdMHX+G7KD08n/OUn1/lsf5MkCj4Yl0MpQRgoAu1rZytjeSfeBjSlTzcg2MHzLjQQ4NWnNteR7ieKUz6x7SPkIbj5Ey6H3kPIIW/boM81C/3JZME/ff2IX39/wN2jc47Hc7J3qM12zivbHJ3P+eVXD5ksco7OZ3yyt8nHe5toJRFvXCvtwOU4e+oN++qfAInUn4P8a5/NWGUvKBFy02eCROz/7ibY+jtc9YV3HpDI8G8RTVNP3BJnxzh7hsn/X8jwz5Hh364tI2dHuPorhL6NjP4CV3+Pq7/GmQNM9v/wDk70n3DmAc6e4twcW/0aGYQI2cWZQ5y5i61+gzNHiOBzZPjv8PfYNJmTHFv9A86eoKL/hNC38VmZN7tW04UvQTmbLbH2+ee1FXtuTb+V0FpFQ4XvJL6/2aWThOvCsBWMsSyygvN5xmi25Pqwy+a1PkGT3XDOcf32JlVRI5Vc28zWunV2QwjfNE5JubbsTW2pqybjWa/mjydOiJISqcT6PHqDD7PovjxHfTk20xY/FQJjvXrXIEmItS89eNN9ef6Tr8/XSiGluPTefWhI6VXxVoaqLzWDNAl9duk9ZpNPJwseno755tEpXz48WWdTx4vsOUGD9wnnvOpQO4loNxzHLKs4PptR14ZAax9pbxwvYy2DXkoriXjdpOyD4zH3js/54v4xXzXnNpotyav3IyjjnGO6zPnu4Iy8rDkczfjJzW1+cXuXzW6LVhKi3spgbvppiOgZw95hbHUJcfz9wDpDZYum0dzzN18KhRZRU8b1fhApzVbcoaUjNuMOLR0ikbSDiOhSVaz3CymCF56Tw1Lb0ve+UH8YRao/JP54zobwtYBapgSyg3E5i+oRidomlH1Kc86ifsi0/J5ZdY/KztH6NZ0N1SFUHayrmFUPmFf3Ocn/sSGD30LJCElAojfZiP6EI7vkLP81oeyS6h1SvYfT2xhXYl3Jsj4gq08gglD1cDxpcrKOFBvLeJ7x/eGI//Lbu/zyq4csi/KFUf9VF2DvdDV/W+1zvW//20qP/rK5eFUGMFnkTJcF43lG1aRln/vsC2bzV0VDzudLfvnVQ375zSOOzmdkLwq9vPH5Oay7fFzWOV+etcx5fDbl7tGIJAzY6KRs9lvrBfB9ZzgCrZq0e0yvFVM2JUSr8a7H72DVHMjZRkbyRaulCEHtIfSdC2d/manjLt3urAFKhIg8z0MMeFNnY/X8VMZyNs347mDE//67e/zd7+9RGV/W9iKsOBfPXWsHFrduAmad42y64Gy64GQy52A0paot+5s9f0bNfl7fqHDe0TIH2PKXmPLvkOHfIMM/Q+qfIfUNQOLIfYkUeIejKUWyduIN/eo3WPMQqW6hov+IULd8Zsncw1b/hKt+j6n/GyCQ+s+gkX90doKt76KCnyHD/4gTHSwlrv4GW/4SlfzfkNF/xNVf4Mw3OLvAVr9HqDsId907IdVvsPU34DJU+B+QwV/5cjq3xFW/xVa/8tkR8xipP23KqSRven8ni5y7R+ecTZeXPoftOGS736bfTmjFzfVxjkE7YW+j2xDG1dqIXm1fFhXjecbZdEFW12xtd9bfB0jSyL8XFx7bZ5+T195+8c/u8s++Lzxb877++yu+N0wShsn7KStSUpCEQcMziMjKCtNIEF8216zWAV9y+/4s84vX+GKDxVU5lZTirfuhrB7FVZnfwWjKP3/3mH/8+hG//PohRVm/ViBONP9Z37ULi8nq2rwKWkl6aUy3yZDnRcXxyZSsqIijwJdAV/W60WQQKDZfY8e1MVS15e7RiL//4v462PjCcxGrYOvTa+PFdd81z8CzbLV5VjLPSo7OZ3z18Jiz2YI08s1Ko0AjAvFW2TUlAgKZIC+YhA6HceW6F8Ozz8C7Zv9t01Sufq5E3tsNfkzhey2jCqRiEKZ0g5jtuEsnSIiU9qToDwzftyQgkM86dR7OOd9jxOYfxLn7Y+OP2q1HCEUv/IRrrb+lMOecF1+wqA8IZQeBRAhFrDbYSf6Gk/yX8Apy9rNI9BY7yd8QiBYn+T+yqB5xkv2SfvQZ3eAOoezTDT+mdhnO1VhXc5z9A753yBNSlMDXDraC/UuPb6xltiz41beP+YcvH3D3aERWegWNZ7Hq0rhSlEqiwHMRlNeU95kKR239BJY3/IesqMjK6oWRr6BRB9rqt7m1M6D3gq6vxlVYTDPZeYfvRRyVFdIo5Ob2gOPxnMkie6mzIQREQaMGEnlFkEB71SkpJFKyVuCYZ77mPys8AfkyOOc/P55n/OPXj7DO8R9/dpvO/ofp4L630eM//PQWn+5v8rezO9S1rweuGv5J1XRormpLWdeM5xmjaeZLyl6L4Pmq5/eS7bIF7DebA6CJ3L8hssJzY3751QP+65cP+P5o5JVQXuiE+nvZa8W04og49M+pEL7MoqxqFkXJdJF7Arkx60V/tiy4f3TOr9OYKNR8d3DmSbVSrp23V6PG1fe9w0CFUDeQwZ+iwr8CuYFX5QLhYlDBhWsFYMFOcfWXODtC6k+R+mcIdQOhNvC8mJsoEfrOqvU3ODvyjoFweE5H5Eut5BChNsFdQ7hbODsGeQZqA6mvYd0E52bgHjRqYxVQ4urvsfXXCDlAyJ95J0Rt4GWPYwh+5sn/1e+bDM5jnLmGUNeb+/z6GC88Mfxsunhe8lbAoJNwa3tAN33y3gi8AZZE3onf7rcZLzIWz6giFVXN47Mpj04ntJPoKWfjqZ29DG+6/cdAfHhHtJKQn97aYaPb4i8/vc48L720cDO/+HnmSV3/PC8Zz7NGIWxCUb27SpRzjvm8YJmVSOlLIVtphJDCG+J5xdZmh24nfqcyk8dnU758cMzv7h/xu3tHPD6dUNf2tRwNKQRRqIkD7dUZ1ROCdN1cr6xsiOP28qCcFIJ2HHFzu8/+Zo84DFiUheeu5RWzeUESB/S6CUVRM54u6XaS18o03T085+vHp/zqm8f8+vvH69LSy6CUpB2HpFFIKw6JQ70+H+t8P5qiKeOaZn5e9epbT6NuhGe+fXyGc19xNl3y3/30FhvdlCQK36gyTyCIZItUDwjk4/XfHZbalZQ2o3I5tSubEqD3k2moXcnSTCjt06qPgQibruWxtwPf42RQW8usKpjVGbOqYDNqs58OaAUfxp64CCEkoUpJVA8tn59DravJ6hlLM6HjXl/x9MeCt3Y2RNNLQ4uYQLZQIlr5o02PjYRAdlAiaj7vm/9pmRDKTtOkRdIJ7iBQHGV/x6y6x6y6h3UlkRrQ0ntsp39DX/2E3JxR2gnqYnMXIdf7DFwbLZPmRfAPZ6SGbMY+wzEpv6Z2C6bVXULVpR3cWGdAHAaB5Lz4HaPit03Z1AwlQpSISPQOLb2HddUzfA5vDBeVV5z4zfeH/P3v7zFvFJguYiX1GoeaNArotRO2ei16LR9pjAKFlsqrJRhP2Mur2mcrFpnPXCzyZ8i6PsJlrSVpFKu2e54EdzGysXqRLYbKFdSuYNVkMRTJmqz0opc6jQJubvc5Op/x3cEZYzIcNMajl+tTzUK1SlX3WjH9tlfPikNNFAQo5RVciubcfBR8yfl8yXierw36ZyM6nl9Q8Nt7h5S14fbOkFvbA98E7D1HPrf7bbb7TwoWV4TEvKzJy8qPvVnYlnnJg5MJdw9HLIvyNZyNt7PIPPn53UpJrHPMlgWPTif86tvH/P9++z1l/XyEVOAXRK0kUeCfqd1hh42ubwDn64RFs8BXjGZLjs9nTBY5i7ykqIzvYt0orWgl13XMON7M2XA11j7E1l+Cswh1HRn8BBn84pkLBILuk685y6pMydXf41yJDP97ZPALhLrmuTOAoAVqB2ceYQj8581dVuRuIaKGg9FHyAHILaS6hpMPcCJFyD7IbYQaIezIk8Dd0vNtXIk1D7D1N8jgrxH6hj+us0BDKBd978SIEOzIl12pY8RzfYFecomad2U8z/n+cOTlmnn2ngoG7ZSbO/2nghBCCLTy6jcbXU8+Lar6eWejrDloDNwb24PnxvCqKOq7bv+x4LkM7ToCfDnSKOSTvU0+2dsEWM/pZW3Iy2o9z6x+noznPDiZ8Ft1yPF4/k7OxnpNsI7pLONstPBiDqGX91VS8PhgzGzhjfBOO8JdyFK/LlYZjRU37Pf3jvj+cPTCjP+Kg7iSfPdzkaKTRLSTkChsOGDSr8Nl5eflybJgkXtVp1UZlG2yQOCblXVbMfubPXYHHeJAk8kSpb3MZ5aXhKGi3fIyn3VtfCPKl2Q2VmvDd4cj/stvvufLhyd8+/jsuc+tziPQiiTSbHRaDDspg05CJ40ItV73sCmqmnlWcj5fcjxeMFlk6/v/bONNU9ZNqfYUHOxvdL3cdPCEgPw675ZAEKmUth4QyKeDlMbVlDantEsqmyFk+s4citWzV9mcZT32zsYFkriWMan2ncXfJ18DPGdjaQrO8gVnzClsRS9MCJvsxofkbQgEoUxJdRctYp7OZ/lrnZkJi/oc86+wcfRbOxuB6tINPyJWw6Zx3qbv0q0U3fAjnzUIPqEdXkeiiFQfIT4iVJ5P0dF3cM7zK7rhHZSMGUY/x7gSh0WLCC3bpHrXdyLvBBhX0gnu4Jyf9ALRZhD9lJbew7icQLY94bvByiHqhh9xq/M/A45Atkn01lMdKWM1ZBD9hERvMYx/sS6fEiiEUGiREsgWrWAfwdPkntoYDs6mfPXwhMPz2Vo/+yKU9Cown+xvcXt3wN6wy6CTkkYBUagJVFOn3KSrV91djbWN5J8ha3pXTBqli9F0yWjmlaFOxwt2Bh1u73ppvMtKBIzztYDz+oylmWAxKBEwCPdpyw1ehjQOubXjMxvdVszp1CvQtJOIzW7KZq/FRrfFRtf3Wmg3GZs48Jrnq8l2VY5jjFfZykufsTmdLjgeL/jq4THfPj5jmZfP8QeMtZ4TM11w/3jM/maPnX6b7gsyOO8LUvrM1iqqn0SBd/KMo6hq3225KEkvi/b+gGCM5ZvHp/zDlw94cDKmqu2luuJhoNnpt9nf6vHJ3ib7mz36rZhWHBI09fQC4RVgGjWxRV5yNl1wdD7n7uGIbx6fMV3mlFXN+Tzn60cnZI3qWP1GXCIHdoGzE8RKDvi1eFs1ND1LnCv8Oyt7jRLYs4uXABEj1ACExtlzhHTNcZR3BNbTpHzyNxE/8/cVd6QG5zvF4xY4c4h1/xVnvsOKQdM75cIZ2jNc/a3fn5uDW/rvvyZ8Hx+f+VupUD1nH60yGzvDS98XLSWbvTY3tvqMZktOp087zUVVc9BkNrLiX98i+D5x8dK/OYfDzzdh06cmCvTaWDfWrTu9Pzwdv5eeSivlxJOzOd/fO1330Wm3YoJAMhov18ECKeQbOxoA57Ml947P+ZfvD/jq4QnH4/lLgw3dNGLQSdnf7LG/0aXfTug1PZfiUK+bS65WOGMdxhiK2mc3FlnBbFlwPl8ymi45mS4oypokCri+2aObxoRaIaSglYbc2h+yNWxTVoYo0nTbMWXf0O+ldNoxOnixsevnvBlfNNma8/nzKi5ayUamvsetnQH7m116aUI7jYgDTRio9bVdrftV7QM5i6zkZLrg0cmYe0fnfH84YrosnspEW+eoasu9o3P+l199w9/kJf/dz2/TisPXN5yFIFZdusE2kXx+frWuZl6PmFTH9IKdS6PybwJPDLfkZs60OiEzs6cCJJFK6QY7xOr9s5RXtSrgHY9plXN3fkZmKnbiLon+cOu4dzYSEtUlVi1CmVC7Euu8rVO7kml1zLg84Fry+Qcbxx8Lb+9syBaBbEGw/9TfFRGBbBOyS4JBCYG1Ai06BLpDqvZ99L722t6BTol1m0Rdg+hJpE6uijSbh7CVXMe5VdTfNMZ5Qie4jQhfFBGWCCTtYJ/2M+O8iFD1CFWPDrff+DrUxnJ4PuPbx2ecTJ4n2SopSKOQ3WGXP/9kjz//eI+Prm0wbCdc7Lb7Kqyi/ieTBYfnPsr4sJmEAqX46NoGP725zVa/fckk4zDOZzUWZsy0OsK4Ci0iWmoA+uXORhxqrm10ubndZ3fQYZYVWOvY6La4teNVsG5uD5oFokfaNHZ7nXNzznHanFMr8uogB2dTimrx1KS60mIfzzIenoy5f9yjHYcf3tkQApTP2vBMZUtlDIui5HS2JPoDNx98XaxqvJdFxXePz/jlVw85PJ89V+In8B2fe62Y27tD/vSjXf76s5vcuTZsUv2XL7qr9/V0suD+8Tm/+jahrM2arLxoJCzfcvQ4l3kjXPZ8OZN4nXS3zx7471YgQ4RsI0SLp4UdmiyliEB0m+PNwEUIkeAdiLD5ziqjqQDtx7F2XEQTxXaNo2BwGHCZ74/iMpx53Hz+ciNRyk3eZjouK19ecz5fcjKZe9WoZ85QScmgk3Jju08nvcTZUJKtnpct/vbg+chsURuOxzMORlMWTamPJxX/68hIXIaLnAnnXMMZEOttF/uorOgmosn41c6hpURfmN/rJtK++qxqGv89e5zVYaLwcnWceV42BOd3v/YOb9wus5Lz8ZKy8iU7SbwkDDTWObrdxBcSv+HxbFMOfDJZ8JvvD/nt3UPuHZ0/lzVbIQp8GfDeRo8b231+enObn97cZmfQYavfXjeAvfQ8Vny02jT8oiUHI+8c3zs699csjriz653tFd8viUOSOHwqk746y52t7lO/P3tuzrlGTeuQLx+ecPfo/NJzaicRt3eH/PzWLn/60TU+298kjUPi8OVlkqss1/F4zlcPT+imj8mrGusmLPJqLczinDeaH51NmOcF3TTmp7d2CJpmua8DgSRRHbrBFpFqIVBNpqHJoriKWXXGuDwgUV0SVtfm7Z5B42oqm5GZKYt6RGmWXHTTY9mmH+5+EGcD/Lh9vw3Hoio4ZOJlwKMW71/k+cJxhSQQEZFq++uoOmRmStk4G6vrPKkOyc2M2pbIZ+SI3yee5oU9Ic2tOFA+eehJlqtKltVn3mbq/2AW0niWcXQypd2KGPRSwqZHwspoPp8smcwyhr2UXjdZN6pZTXhhE0mujdfU1lpS15az8ZyyMvQ7Ca00Igw1Wv3xFr3aWs6mvmnPInt+Im3FIZ/ub/KL29f4xa1dbm0PaMXhmxO4pACtGHQSokCz0U35+NoG00XOeJGtG/7tDC57QX2nTk/+cg356En3zldBCp+G3h12+T/84g4/v73riY2tmGEnoZvGdFJfy51EwRtH3dpJxDUh+OvPb7DZbfGff/M98/whZVV7mdULKGvD8WTO47MJt3f6b3Scf4twDs6mSx6fTrl/Mubg3NdhP4sw0OxtdPj42ib//ic3+NmtHbb7naZs6uX3U+Dv4Y2tvo+Sd1v86ttH/P0XDxjPvXzmu9FZLxLnPxQuO4ZYsTmf/ztPJt4X7w8QLWT4lwj9eeMsXb6ACtlCqF2QOxd4J6/GdOn7+ZxNLlehCgNNGvvGmZvd9FIDRCnJVr/FjW2v2/8sjLGNQ5MxmmVMljntOCJ8SdT3xw6HNypLYyjrGi0VoVKYpqfDqoN4Ycy6C3kgFceLBZM8Y5Ak9OOYsJHDPV0umeQ5xlpv2CQJrTBcG4uVMVTWUhlLqBT9JCbWHzaAIYRX3ru+N/DlU7XnXKWpL1dy+Odn+BZqYGVVM8tK7h2d80/fPOL7w9GlZV9CCJQQTbBshzu7Q+7sDtdlRmkUEij1yij9in/USSICpeikEXsbXX5yY5vKGLRS9JvS3hd9/2W/X0RVG4qy5tvHZ/xvv/meB8fj5z6jleTjvU0+v77Fz2/v8tn1LTa7KWkcvlbPoVWWq9eK+XR/03Pn2jG/+f6QX337+LksSlkbJoucR2cTvnhwTG02ubk9eC3byJdRtWjrTdp6SKp7lGZB5XyQqHYl5+VDUtWjH16jx84r9vhyZGbKqHjAuDyktuVzfTZaesBO/DHtVwRB3xYOh8U391NSEquAWOoX9DF//1BouuEOm9EtToq7lNbfS+sMuZ0zq04ZFQ9p6yFtvUn0gSRw7YUKGtPMaQJBUfu+NnEQEGhJVXtFTs8tfvs5/4PNZvNFzsPDcwa9FkII4lATBtoTnYuKk7MZZ+MFdW389kZib74syHOvDhFoRd2QTsNAeUPzdEZR1igpvaOh1bv0NntnWOuYLDKOxvNLidNxGDSRjR0+ujZkZ/B2evFSenJ1oBXdNAb8fla8jRWxXOsXRE4bjgbO17Q3tPfX6lS50l7f6Kb8xcf7OKDXikmjgLAprXlbCCF8yVWoaSch14ZdDs9nfH844nyeUT0TFa+N73R9MJqyfA1VrFfh2Trrf23RWofjbLrk24MzHp9OOJ89n+oXApJIc2tnyJ99fI2/+GTfd3F/DayuVxp5QYBu6uuiHfDgZOIbzRmzbuD2phBrmWkHVA3n4ZXfgqYEkpWj5Cq8ytSz+i40ZU8VCIVAs84+iIv7u+wYr4IE0ULoT1HR3yLUHaR60XUVzeffTARjusy5ezTidLq4VKEoDjWDdsqg5ctRLsOqzHN32KGTRGgln2qcZp3zTUUXOacT38gz1OqFzoZ1FtNkA+SFbs0/pnerWpXm1BVZVRFrTRqELKuKZVmShgFpGDIvCuZlSSsICbXmaD7nZD4HIAmC9dw4Wi45nM2RQhA3jolzUNQ1pTVY66ispTQ1aRDSDgP4gM7GqtRWa8X2ZodeN8VZC0KQJgFR9G4yoFlRcXQ+4+7RaF0+ddkMkISaThrx+fVt/vYXd7izO+Dm9uCNnpXVZ5UQpHFIGocMeWKgXZa5uOz7r4usqBjNvPLkP393QPUM/0Q3JPBP9jb5Dz+9xWfXt7i18zzX6WVYOWErqd5O07hXCsHDk0nTNLd+0gS4aXh4cDbl9/eOaMUh+5u9dQbsZecohCAUCS3dpxNs0Q22mOKo6pWzUTEpj4hkm2vV5wzCfQIZocSbPZ/WWZwzzOszDvNvGFcH1K5kNQ+veKQtPWQzuk2q+2+0/9eBEIJAagKpKW3tWcZCroPdfwhIoekFO2zGt5nXI6bVCSsXqLIZ83rEaXGPVPd8472m18hljQDfBN7W8W0anbPUBirjWBa+bD0NvVjRvGnMnEY1URCsS59XvOO3xQebzarasswqrJ170m8jD7rIChZZuTY+juWMsjLsbnUZ9FIWy4Kz84WXb7W+s6tS0jcaMo7ZIkc1i+EPAc65hlNxufqUVpJ+K6HfSQk/wOKx0kQHgZO8MALknoncetnWC129XwNRoNno+Ul8rQ3/Hl9QrRSt2Ctf/ezWDl/cP36uBGclMXw2Xb4XNRZYvYRvTn78McBax9H5jC8fHDOaLZ/bvlKcGnZSfn57h7/85Dob3dePrD+LlXTwre0+/+6z62gl+ZfvCgr7NveqMdZlD+dyMCe4F3W3fAoKRAtEB4hxzuDcpOF+dHzZ1BoOXA52DLIHst8QyN92YvdOgxBBM/ZWozR17lWmXjrlvipb8jwmi5y7hyNOJ4tLHbpBO+H2zoBe+8Xlhl7tJ6DT1MsPOgmzZfGcQlxe1jw+m/DorEuvFb+waWhuaiZlTigVnSBCy3frcPzHwLQoeDydURovWNEKA4rQ8HA65f75OZ9ubvL51iaLsuJo7p0IHEzynLyJDK5gnWNZVWR1zc1ej2GaYKzjZLHgwWRCVlVstlKSIMBaR6xfT6XpfUDgJV6lkmsytH4PfTXG84zf3fdk8Pwlmc1bOwP+/OM9/uTONT7Z26TX+jCqQO/z+TuZLPji/hGPz6ZUtXnKFhEChg3n5Cc3tvnJzW36L3Dy3wRJqNkZdLi1M+ST/U1qa3l8Nn1uDTydLvn194e+bPvjfcI3uJdSKAbhPvvJTzGuYlH70jDnDLmZM6kOOci+JJARW9Ft2sGbZR5qm5PZGafFPR4uf8OoeLjmK4BvapeqHr1gm06weSl/5F0Rq4CdxJeBHedTKmvITMmyLjGvFch6d3iu7B6VzTnN73Iq7jWNE/3xczPnUfZ7rDM+IBwLUt0nEO9WMu6aBo2FXZCbOVUZURYh98/GHI5nfHZtk1ubA+ZFwel0iRC+3DONAjpxRPqOAYgP5mwYYynLmrKqvSFee67FMvNSp2kc0kpCFssS56DXSei0LfNFwen5gjwvqWrrMxyBggvkqTQJ36vO+LvA4c915Rw9CykEYaB9Ocp7qLO9bP+vbyW75n+2+a8BXv8FC7R6rw2eLsIr4/gM2N5Gl0/2NjkcTbn3jFy5sZZZ5vuJvGnn8stQ1YaiqL1aSKDWJHbreMp4WxH3lX5x7fCHwtv0R1lF84y1nEzmfPP49FICo5K+9GB30PHKOPub71QPvpKmvDbs8mcf7TGeZ3z54PipKNxrQ8imy/c2zjzG2UOcOfPN8ETEk+mrIWb7EeCdlBhkx6tIuSnOHOPkAUIOcC7wn6EEl+HcGOdmSDFEyG2ECIHi7Q0+IYAQoTYQctOTvs1jUDdxcgff1FHi3z3bZF0EiBDhGn7IK27BqmPxZJFz72jMaHZ5f41+O3mpFLYfriclt6KQjW7KVq/dyG5f5mxMeXw64c7u8Ln92GZMi6rkJFuQ6oBYBf45dBYlJKFU1E3ZkD9NL/m52q6E8NXizhFKhZaS0nqDLlCKQP5h0th5XTNaLsnrGmsdyygkrw0PJxO+OjtjkCZ8YjeYlyUni2XDUbCUxmfqLzobDl/mUhpDqBVpEHK2XHKyWHD3/Jy8romabEfdlFK9sGfPh4LjCYdQ4M+lNFhrCRp5Vnh1FmDVd2g0z/jqwQn3j8eXBoW08s0Mb+8O+Q8/u8Xt7SF7G90Pska+r4j1E37anN/eO+JgNH2O7C6FYLvf5rPrW3x0bciNrf57OXYY6KbUtcsnextMmizjs9d2vMgoqppfjGbkZUUY+HfodSCFoh/uUtrPGFdHnBeP11L5lcuZV2cc5l+jhPISuEKiRbTu8v1s/w3nbNOro8a4knk9YlwecJx/y3H+3VqohuZbLdVnM75FP7xGqnrvXYkKQAtFL0goTM20yjBNFrZ+w8Dru0AJRVtvYKKafniNdnGfzEzW5VSVzTgrHmCdIVEdhBD03Z6XzG2u9ZMS+IvPdmPfObsm4a+6tBtXU7mCyuYUpnE2sj5F1ufh2YR7p+dsdVrsD3vM8pKT2QLblJnt9jq040ZV9h1epQ/Oaq2bDsxaK9ppSDsNPUlO+BcziX0vBiFguSyYznNmi5wwUHRaEXEcoLWiKGtM47RU1duXZbxvCHzXaa0vT8PV1npexTxj91I+xR8SnsRqMRhbI9HP1Uv+sSGEr1PdHbYvVXiyzpNii7LGmHd/BqaznMOjCUkSMuy3vOKSklSVoSzrNVmqbiSHe92EXudD0sgux0VH9mIzqJehrg3LouJ0suTh6YTlJeTMQCuub/X5/MY2w07qlV7ew+LcbcV8dG3I149OacUheVm/hXOoEOomUs+9qlP9Pa76NVa0EOq6l41FgCtx9hyvrbvR8CI0QvSQwc9w9Xe+fwbOOyBYhIi8A1J/i62+AmqQQ6T+GChx5tG7XQARItXHEJzj6ofY8h9B9pEiBjn06lpUODvH2VOvfKf2fXblgnz3i1A3AY7xPONgNGWyyC91SgfthDu7w5c6Gytordjqt7m+2WPSzFkXkVcVj84mXDvrkpfPlzDW1rCsK06zJQ/mY4ZRyjBKmVeGUb6kG8XsJB0mRc5RNkM2kqTLumJZl7SCiLYOKa3nL+ymbYZRymm+4LzI2E07bMb/f/b+60muLM/zxD7nXC1cu4eGTAApSnSJ7p4eabO7NssXGkkj94X/Is3WjHyhcYw73BmbmZ7pnq7qkqmAhA6Edu3Xrz58ONc9AhEeQAQSyMzq6V9ZFDLC3a/ye885v9/vK96963adcAyTpudxOJ1yPI+YpimTJGGapJhSkpeKWZoyimMGUYRrWtimUZl7vm6SKdCKX0LB4XTGJEkYxQn9KCIrS1zTpObYeJbJcRQxS9PvrHOvlGIyjZnNEqSUmNW8K6Tg1f6QaJ6yud6g2fCvlAgUlULdyVirUB0MJxdgRqCT4K22XjjfWW/TDL0ffGd5SXofzvjy+SFHw+mF90gh2Ok2+NlHW/Sa73++r3kOtzc67A8mfPXykPON3rwomScZ40gbcRpSXunZBxAYhGYb5ZT0nZdMsxPG2SFRMQQgUzEnyXPyMmFeTFlzX9Gxb1C31vDMOuY58Y6yEqWZ5n1G6T5HyVMO40ecJC9JihmqUt0TGBjCoO3c4F7tr+g6t96ZfP62KFVJUubMi5R5kVIqRWjahKbznRj76dCO7Z5RY9v7jELlvJj9jpP0BbBAneRMsxMeT/+OQfqKtnODpr1J3VojMJo4RngGyiaqzxTaKLEyBkyKGUkxIypGRMWQWd5nmg0wpY0lXYrJHfKpJEozveapFD/HUcwwmi+hos3ApVsLcL+lCM6VP12UM9Kirz8kQ6RwkcK5FEfm2CaNuqe1qoXmLriu5mFYlkGeaz1sx7FwKwlYhSaCe45FLXAIfAfHsTCkYB5nRJauKjt2JRknr7boKsqEQs1QKkORYwgfU9Y1pvtbhqgkCn3HwlpR8U6zgoPhhFcnIzbbtaV76bfhObxLlBQUlVOnxKQUBQtS7ALR+qEe8OuEFILAs2nX/JU3t1KKrChIq/b1uzrbLiKKEvYPR/iV2VkYOPieTTRPmU7jZWKcZVrYwHVMuG6yUXVJikrsQDejTtVs4LRicH69uHTnrj6f5wWWZeA4JmXF1VkoA52/Bknl0zKYRvQn0crKjWUYbHXqfLTZoRG4yOq+vGo35TJvAd+x8ByLtWZIq+YTJdlrpn9XC0M7aqsMst8BT1DFLmX2G4QaIso1Fh0KnWzYuhpmuPqzso60PqUk127d+VOE7EE5RAlPd0qyr6Ds646GcQNhbFfb2rvOgV4MYSPM2wgV6W5M8YoyfwxYCNlBCQ/NQZmiimOUrCFlE0GNq0C40rxgPIuX320Upxfp7ULQDD1urjVprFChOh+WIVlrhOx0myvVdZKs4Gio5T6n85QsL5aS3aALAXlZMi8yxmmCI03SsmCaJbyKxpQoem6gf5+NNXzLMImLnHmeUSowhWScJszyFNcwcQyTfhxxFM+o2x9Wee5suKZJ2/OYZxnDeYyUugMT2BYbYY3Qtikr1SnXNAkdG9+ysKQkVzqBMCoSOUDoONTdFKUUUSUBbUpJy/XwLYu25+NZJtNUJzMfGj++eG6LQjEazzk8mmhMtmkwb/oYhuTV3pAoTqnXPBoNT/tsvGW7WV4wjmJOxjMOh1PGsxVSzEA79Hhwo8ftjTZrrdq14D7fVyykvo/HM14cDZmeK94Ioa/fRrvGg50e7Q9QlPJdm51eg7W92kqUQVkq0rJgHCUcDmf4jk3dd6+0TpJC4ho1BAY99w7zYoxCkZXzqjuRM81PSMoZSRkxKwbMiwntYkRgtrGlVymA6lVFXqYkZcQ4O+AkecFh/JjD+Bvicrp0yBYIXCPEN5qsOXfY9j7DM+q8X+DbmeuDIiky5kVKUuiOsil0x/QDNNVWhuZLGTgyoOfeQaGI8iFxMSUpI3KVoCiJywlxMmGcHTHOjmjZW7ScbWpmF99sYEkPU1icJhs5hcpIy7mGSuUT5sWEaX7CJD9mkh0zyY6oWV1qZg8nb2MpLWJkGRLftlAobfRqaehUK3Bp+h71SyCz14krJxvz7DnH0b8FJDXnJ3jWbRxjE+MSHFmvHWJbRlXhURiVdN0iQVBKD3hGtfBedAYc2+TGZguzguwsKq0LAlSeF0gpqYcOrmNdadGelcdM0y9I8yPyckJg36fh/gXmJcow1wkpBXXfpVsP6U/mMHn99ShJebR7jCkl7ZqP51jVv99dsqEoScuIeTFGCpPAbJKWERIT+X2y61eF0Atg1zIvVbVSZxQUirJEynfXkciLknmsDbTyrGB9rY7n2sRJxslgVpkkGUu5w6s4yl443qozklZusACWZSIEpBVUxbKM5ftAwwxKpROMxT4nk5jhIKLe8Fhfq2t4Rppj2yaOc/FRns5Tjoba++WyRf5C9nS717jgDP2aHCeXJ3SXkS8FUPO1StU8yZjOr4uLrTgbxgbS/isQIZSHlNkfIPv94qhAmAhhI4ybKKOHkGsVdUInG2CCKlDFK4r0P1XytFXWh0TITQz7z5HWJxXXY3iNY7wsLISxiUSCiinzr1DlAUX8jAV0URc7bBAewrwH5oKf9Pa7eRLFPDsccDya6e7xudcNqQ37mqHHZqdBcAW8rVmpUu2suBdAV61ncVKpUkWMo4Sa52BX0CZLSkLLoW471Cwb2zBQShEXOeM0oW67KCApc4ZpjCEEnmERWjadwKfpeDQdj5IR0zxhlMYUKCaZrkB+Z0QGwLVMOsLDNU3Ww3CJX174XtQch7rrYBmSrXoNS2qhjKzUHI+G6+JXBHEFbNVrtLyFkZeGlRWlVrYypaThuhhCENjaH8G3vh0++iqhlIYlH59MefzsaDk2hb6DaRmMJzGObWqpY3G1MTZOcw6HU/rjqDJoXf2+TiPgx7c32Oo0PqiR2vuMKE45HkeMZqfO3mfDNg0C16mU3wKcD6DWpvl1HvXAeePaZzZP2euPadc8NjvXW7ybwmLNuYshLO2nVOruRFLqTk5RZkyyY9Jyzjg9wDECLOlqb7Rq8VuqnFxl5CohLSPiYkZcTEjKaOnvtOhodJ2b3PB/wpb/CZ5R/9Y+Hm+KQuliSJxnFEoBJbM8YZ6n1e/fXUhx2kmKA20ivTf/ilG2z1mTw0zFDLN95sWY4/Q5lnAxpaVlcavC1IL6rVS57HDkKqNQGVkZLyFUhcqX13+9EbLT29Cy3GVJzXMJHAvbNLnRaWIZEsc0L+XmXTeunGxk5Qmj+FcgJKZsYMkW9hucbmuhSy10X9MhX8Ti91WLl9C//MTOq0pctfqTl1Pm2TPm2TOy4hgpbOrOz6702beFUSUR2906uyejC6+nWcFef4whJWtNbbi33a0vEw8tJyaXFeUPFUWpH3yJgSNDDGEihYnxAR/sdwktYagrRJe5gy9kKctKdECIxcLx+lGWSkvsZiVpkuP7Nr1uQRSl9IczAt/GMr0ljOr8BHOVKIqS6SSmfzKlKLUSmGkZlKUijlNA4Hk2UorKtZZlJbUoSkxTdzLm85R+f0qW5Usp6DhOaTR8Op1QJ11nuibTOOFoOLvgvbAIgZ4g2zWf9WaIZ1uUpcawLjwBirIkKwskQieAQr72DOZlSVxoVQ/HNJa4+8UxBK7NRrvG4WDCSwHXAVLpbTgo2UJanyFkSJn+dkm4VmqGJmPr94iFohMLfLkHxrYeK1SklZ6yRyg1RqkMIWsIuYY07yLtv9BdFOEAbkUUX0cYc5CVkoxwQDQQxiYwR4imvgrCRYgmQm6BaYGouqaiBTgIK0EKmzL/AlU+g3KKIq+2V9PHIdwzXI63xzhKeHYw4Gg0Wwm5cWyL0LVphVoS+yoLOtOQtEOfjdblqlRJVjCJEg6HU04mM5zKmAz0WLiQknQMc4kVz8uStMyJ8oxhMmeUJkzTBMvQC9iW49FxfRq2R912mGYJ0yxhnMUczqc4hklo2ljvcYxM05x5lBLPU5I4w3Utag0fy9YwStvQUreBbdNDQ7cELMeZxdUM7NPx86xu/fn5aSGFq1a8Ls58PnSc1/72IWPR19bjjCLNCspCG/vZueZp+J6NZRpX5lLEWcbRcEp/Eq2ETy0cwjs1n7ubHXqN4LV7M6ncsp3KEPaHFLNKYWs4nZMVxQVejWNpZa2FFPyHCMvUHLvAsTGNRRfhYszTjOPRjOn88kLTZSGFSd1ew5IO82JMoVKOk2eMsgOyMiZXKUk5JSmnjLMD4DRxMIUNCL2oRXdDzh+hfq+GEflGk033Y24FP6Nhbyy7Ix8qtJy1hkfXLXc5zy2KBN8WKXGdkMKofE0km97HSGFQqhwhBHExIS3jZbdiXoyYFyP49gKcSGFgSZdWEHKj3gReXz4t+BnvO76Tp3lVxfN9bev7DsuQbHXq3N/p8XD3eNm1WcTC4fNgOOU//fEJj/f73FpvcWejxZ2NDhvtGu3Qx7E/bLIhhYkhbEpRIpF4soktPWz53fMP3hy6Wi3eRnxXpxCj9xFFWZJmEMcZ0TxlMosZjiN8z6ZWcxkMI6bThDS7Pik9STJ2dwc0St2tWYgKJEnGbJZgGJJ6w8N1LIQQlKUir/YjDUm7HbC51cSsJv3BYEa/P2M+T5nNYj66t04tdLFtE8M8rXTM4oyj0exS12fDkKcTZAXvy8qSWZaRlQWGkCR5zvF8hhSCrVoN37LJixIhNA59nCTsT6faX8MPCG0LxzRZ6A+5tq7EBd71vWXOHClCdkC4GLKHKv8STe7O0Yt9bb4nZP1MwrB4ngRCtJHWz8C8g7In6BG7BCwQDkK2ltvXnY42QtgoYwdp/QKMXvX3DsJyEcYmSv050tjU25c9hOUhjC1Qsf53EcJGmjdQsoE0P64SpFxL+AoDsHSiIesa4nUFvgYsJG91Z2OVWEajkiBuhJ7uJl/hKkshCT2Hdt2nGXqEnkMUpxe4NvMkY/d4zGZ7TKfmr/TmOBumkDiGySRL+Hp0xHEcMS8yrdiFXoBa8rS40HI8DCH528MXfDE44Je9HW7X2tTs9zcJjocRTx8d8PLZCa9e9Nm62ebnf3GXzlodz7cxzvgTXPeufdP7xRVe/65iIV6ys9nCd+2K7KzwPWfZKTVNg2bj6nNEnOYcjWb0J/OVTuGWaeA71rL6H1R8zUX0JxGvjkdsdRpsduvf9hTfa8zilIPBhEmUrJx3fMeiXdNu5x8qtMmsxDRPkSKrnv8sL5jFKUm2gEtfcz9IHCNkx/8RgdniVfQ5e/OHnCTPmeYnFdfzrLrlokhVVmugBTz74r5t6eKbDdbde2x7n9F1b9Oytys/iQ8MH0RDqQLT4VbQpVAlx8kEKSTqHa7T+whDWtqZXdg4MqSd7LA3/4p+8pKoGJGrdzXFPR8CicCRPjWr852v/T54svE+M8Qfok67YUg6DZ9bSZPtbp3efsg4il9TcimVYlo5KR8OpxwOpxwNpwwmc26sNVlv1mgErua12CaubVXdjvfl0iuqGzlAorNn2/CxpY8pnG/N1VhAjBak1bzQajOLTsCiC7FQq1GKChah/3tBwoZKHjlOORxOGc3eLHP6PoYGxzFptwKSRH9fXrUotm2DMNDduXrokaY5cZxd6mPypsjzksEw4kCOsSyt2pFXxlBxnC4J6Y5jYkhtZJnEmVboqjhOvbxcKrxNJjFJnGn4V5wyj1LN3zi333mSMphEF1ztQedxtmnguxa+Y2NbJrM01UTYNNHuwY5DVpYM4xiFomY7ZEXJOElQSuFZFuM0YW86wbcsAtvGNQ2cM61MxzJphtqc613vZSEkiBBBCMb1DaWErCRo2bniBwIgQJw3rxIhEOqEZuXfN1YcuwmijZAX1ZveJRbP0ngW8/JoyMl4Rrmis9EIXW6tt2hesasBupvm2OYy4WjXfPKivJhspJoovtWvc3/71DdkAQ1KipykyHEME4TANy26bkBWEb9tadBxA3zTomY51GwH1ziFxNrSJLA0VHKcJljSoOP675XntlBb6p9MefxwH6UU9z/dot7y8dRp8vQufg8f6vX3GYt9mYak3QoIA2eZbDgVh/Jd5p8ky+lPIkbR6mTDsTS0rxF4hJ6Nc46XN5nF7B5qR2enUsEypGRRws8LrbJjGhpivYCYLo43TQvyslgakWqPAIFlavSAUvq+WnRdLMNYqiy+rXszr+alyTxZuTDVjuxakvZ3j78l5+st8fJoSJoV1fezKtkoieKM7B1UAPU29ZqhaW/iGTUkElM6ONJjkO2RlhFpGWtTPpVRVrKqJbozr927ZFXkNCq/CBtTOoRmm7q1zpb3MTf8nxCYLVwj/KAdjeW5VT+GkLiGSa7UEooE+jv8rrmrhjDxzDqWdLENH99s6PWaETLJDpkXE/IyWcKiSpUvvTJOEzpRnZtECInEWKpWLbw6TOliSYc15w495zaB2fxORRneLdmo5PH+MSpCs2Oz1qrx6a11JvOUL54d8PL4IqQKdOVn72TMeBbzeL9Pq6rwbHXq7PSa7PQabHfq1H0XxzYvhRJdJwQCW3oY0qqIWWrpKP4+5OXKavAeR1qSdjSLGUcxk3nCNEpJspw012pEaV6Q5ToZWZCey1JVCxX9e5LnRHHKq5Pxtz62t0WnFWJbpoaiKHAcq1JIs1jr1vFci8CzsWyDdisk8K8PO1OoJc+EDAxTG1J6vo0Qvh4uSr2IzLKcPD+Fa5VK6W7LLGEynjMcaKdoz7PxAwchod0JsW3jdclape+1URSvlJ6UQhtg1X1XG2YWBa8mY/amU6Jcm5iFto1nmphCEhc5kzThJIr4ZjggKwpanotSME1TDClWksrtyoRSd22ufen+Mc5FUS3+R7OYvZMJw1m8kkfUDLQKVesdNP4tU0M+t7sNZnFywesmTjJeHY/Y6zZeK6pkRcE0TxmkEYNkXpEuBR03oGY7p9C8KikxpMQSEte0cA1zqQYTFxmjNMa3bG7VWjQdV5tuXftMLo96w+fBZ1sURUH/aEJY975z0Y4fSliV2Eqa5npszgrKQmFXRrvXeW6z6t6czpOV8D7Pseg2Amq+szKRidOc0XTOywPBbJ5Q810Cz1mSjidRQpxk1AMXv1K5E8B6u4brWBwNp0zniYZgKZhU924r9DT/pCyZzVMGkzlCQN13adZ82nUPW755OTRPM07GM63qt2IBP5rGJFnBdJ7y3756cfWL9g7Rn0ScjFdDKEF36uM0I3sH2O/5sKRLz729dPYeZ0cM0leMsn0m2QlRMSIto2pBrGFTEhNTWljCwTVq+GaTmtmlYa3RsDdo2hsEZhvfaCyhV99FCLT87aSI+WZ6tIQJO4ZWdfo+RXKkMPGMOoZj4RsNNr2PGWeH+ic/YpadMCuGJMWMtIwpVEqhsuW8q5MLE0s42IaHIwMcIyQwmwRmm5rZpWZ1CcwWgdnENb7bzuH1kw1VUKqUtDipEiqp8c+VkZUp61hGUytVcVrNLFVKqVLyckJeasx0qU7hHVJYSOFgykalFKUJMK/tWhWUKqFQc/JyTFFGKJUuyTRaCcHClCGW0cEQHlexF9fHlpAVfdKij2XUsWQbKVyMt7SaRNWKbvgu97d6eqFY6mr+OIqJ4uw1rkleaJ+IyTyBwQTHMqn7DhvtGvuDCfuDMfvdJt26TyPQ8BPfsZZdj0WV8roVN0NYSGWCUKfZ+zuu/rK8IE4zoiQjSlKm85TpPGE4ixmMI4azmHE0Zxwl2hE+y0mz4kyyUZAVBUWhF+Bl5YJevPbvd6N77Xs2vmdf4Bb5nk3rzPts20SF7zYkCiEwTInjWPi+jetqBTbLNrEsTQRP45ws0wptcZwym6VIQ3M5wtDRCYpjUqu7GIYk8B2tf2/pyqRhGIhzlbk0L3R1a8WEI4TmYGglCmNZRT6Za2+B0LZJigIpBEmRa5UcIZlmKa8mY7KiICu1ok5SFISFvdIbwDQNfMfGMY0PPpBnaU40iYmm+idNclQlIGBaBl7oUmv6OFXyWBaapzMZzBgcTwgbPr2tJpZtrlT3GvdnjPrT5fWrtwPqLY3nL8uSaBIzm8TMpzFx1W0CsGwDx7MJGz5+6GpewDuq7yRZzmA652QSMZrNiZNsZYevGejOxpvM/C4LyzCqZKPOy6PhxWPIC47HM46qKm+S5ViGQYkiKwsEgsCytau2NAgsm3oli3n2GVs1hqlK8z4rCzquhy0N2o7/3knErmfjejbdXp2w7uK41mvPz2ICn00TJqNoWRRRFVE9rLuENU+P93nBfJ6SzNPlmFpWz1xQc/EDB9s2QcB4OCeaJcv3JEmOUgrHtQgCh3rTx3E/PDn8fBRlyXgSM5nGerwytNGj61qEwSms6m3zTl5o+cx5kq1Mgk87ndbKbS2kc7NCywePZzHTeVrxZVh2yEezmPFMF1JMw6ARulimZDid0x9H1AOtwHQy0uZkjmmQFyWjWcwk0p+VQhAnGiNfDxzst1z2NNMFtThb/czFWU6c5Rcko7+PKEpdlDjPMVzAm5IyIy1zLGFgCgNDGhekXxfjtSEsArONZzSoW2s0rS1qVo9Rus44P2Kej0jKiKyMScsUhUJiYEkbR3p4Rp3AbFG3etStda2GZHUwxLe/zw1h0bS32PY/e80Yz5EBHecmodnBOiPJa0qDmuWSqYJpFqOEJLQsAtPBFJerwEkkhrCoWWts+58tPTEW0XVuEphNLPnuinlSSKRwsKRDYDapl+s08vWlBPEkP2GWD0iKqe4qLZONEhBIITGEqTsk0sWRHq7hE5gdQlNf85rZxpQuhnCAEqUSWPp1LLokC97jAoInzrxewedU5RGF0FDkK7jJXzvZKMkoyjHT9Auyok9eDsnKEVLYmLJOzf4xdfeXOMY6lmyxmFryckZWnDBNP2eafk5WDMgW2viAKZs4Zpea/XNC+7MqYXldLapUGWlxQpy/YJL+QRO+ywFlGYOgSlbqhNbHtLx/gWvuIMXbcb55OSEpDhnFf8sw/mtq9k9puv8Ex9x6a7KxCNs0uLXexHd1C7oZePzh6T7PDweVy+jqlfNCKjDJco6GM754doDnWnTrAZvtOjfWmtxab7HVrrPRrmNfs9J0PkoKSlVWnY13W/BEScreyZjnh0OeHvR5dTLmcDjVGNHKTyErSvIKSlWWr8OoFlAQKvjUYqGvLsCqvtt422V918supcDzLLrdkM3NJs1mgGGIJaH7bGdDKcVgMOPVqwGua7G52aJWd3Fdm0bDp9vVJj+mIREVFt9xrZUQgMWEswpmo5NkA9fW0C3drNQLbCkESsEsTYnznJP5nFESM6+4HIUqMQyp3wdLyNyqr8yQej+mIT948Wo+S3j21R5Pv9rj+cN9BodjsjTHckzqrYAb9zb4+Oe32LjRod4OSOYp/cMxn//dE37177/gwc9u8q//L7+k2alhrlCSef5onz/812+03LAh+clf3eOzP78DQJGX7D095umXet97z4/Jqqp/vRWwtt3m45/f4taDTertAO8dk43JPOHF4ZCj4UxLCZ97fUE8biwkb6+osX82LNNgvRmy02nw+xUqVnlRMp2nWpVqPGMcxTR8FykEppB03YCa5RBYNr5pvZYoXIk7gsCWBttBAzPUClffV+zvDvj8dy+YRwlZquW2y6LkwWfbPPhsi9k0YTqJefX8hP1XAy30ISCOdCHt3ieb3P5onXZXz2Vf/eElz58coRTEccrJ4YSiLFlbb3D73ho/+tkt1jYa39n5KaVJ2ZPJnG+eHrL7aojn2TiOLmzVQpe7t7v0evUrfXfFQnAjL1d2Oi3DIHRtXNtavb0qye81Qx7cXOP5wYDdwyEKzRG7tdGi0wx4tj/g1bHufAeuvZxjo1gXvnxXE6izvEAKEFKQ5gV7x6Oq82GB1E7nnmOthHydj7xcJEKv8xV+iLFADZxfd2iTvZJBOqGfjqmZPqHp45sOnvHm50xUUKrAamEbHm17m6xMTo3/yoykTMnLCqImLTzDxZba+M8SDqbUi+n3pYJpS5d7tb9k07t/hieioUmLyr5rnHrzONJkza3Tsn1t5IfS400ls31ZSGFiS4+b/k9o2htL6d5FeEYD36xjvUcehCksArOFIwMa9jp5mZKrVMOoKsM+rUCl368ldSsAmwBJgSTDlCGmrGMKgUmOIAMMnWioFISNECZKZaAKhHBAWKAS/TdhIYREqRxUjiLVn1MpCAspuxWU+C3nc90LUJQRcf4KKVyUSihVglIFuZqQF2MkFkIYKPszTLsGSk9WSuWUKiEvJ6TFCaWa64xM6EVnVh5TZGMknq6M2R9jyrD6bIkiJy+HTNMvmWVfEecvyYp+5Z1RIpRAkenOiZqhLtO9EacUvUW3ZZ4/Z5r8kSh7RFYMKFXC26l8r4dhSBqBh22ZlErhVq7hjcClP44YzubM4lQrfpwZhBcKL0lVNaHaayNweXUy5mAw4XAwZbvXYLvToBVq2bvQdQhce7nIfLubdEGuMqJ8SFpG2DLAMXws4WJIq9rv6m2UpSIvS2bzhJNJxN7JmGcHA54dDnh6MOCgP+F4rN1M30eSoBdMFz0nPmR8SDy1ZRq0WgEbGw3W1xvU694ZCZrFDk5/tyzdaXAdi7X1Om5V6RTC1p9dvHUhBypWH2NRKNJ8tfmhQFd5bPOMs704Xawi9MQkhaDhuphSk3xLFI5pYUpB3XFQCiI7o+P5GnIlX08qDKmdgg3j/cJgzkaeFUTTmIMXJzz+YpcXDw+YDGdkqXZ/TuOM4fEEUcFkknnKRz/aWR7nZDDjyee7uL7N8ashlqWTE1GRhBcqJYcvB/zhb7+h1a3RXm+QpzmqVETTmPFgxrOv93n4hxdMBjOyJKesunOTYURZlBimJI0zPvrxDrZjIs54VFw1pvOE54cDjkbTNy6Q+pOIR7vHGo9+Tcf7NC/oTyKORlPiFRC8hWTqJErYH0zYGjXwbEtLMBsmlqGrpJaUSyjVdcKSBp5p4RsWrnnJovQDR5rkxPOUk6MJh3tDhBS4ng2F5mCdHE148vAApXQ1/mBvyIunx3R6NeoNX3fN0pyj/RGGaSANgeOYHOwNefWiT7MTokrFeBQRz1Ns22Q2TSiubXz5bUNDN6N5ymyWMJnFpHmBNTcoSy1isbnZeL0l9YYolVp2r1cN36Yh8WzrUniWrAopoe/QbQS8Oh4RJZq/tjBNRFVS4lm+TCJGs1h3QiqYVVGUuiAjKihqmlfQopw0L7EtVaExWP68LfKiJKlgrj/0WMAVLyM9J0XGOIvIyoK4yOjReHuyIQQGJka18F61zUkeEZfalNI1bFp2iC0/XKfOEBYte5uWvX2l95vSIJQGcL0ChhQShKRur1G3L1dhfZ8hhYEtri/io8oIpSYoNYcluXxW/T2C0qeUZ5KDRUdIFShVVl0KqcVMVIpWW7Sr9yi9ZlcFkAIuiuaVxuhrJxt5OWaWfU1g3afu/Bzb6CCFwzx/ySz9kqwccBz9O5RS+Nb9pcOhJgq5OOY6ofoES7axjCYCiaJgkv6RKPuGKPuGtDjGlDU866a+FpQU5Yw4f8kg/o/M0q9xzRvU7B/hmjewjCYgNRSqHGIb7QoGdVaVhjP9e/1PUUZk5QmT5HccR/9fHGONtvevqdk/xrfuIsX1s1TbNNhq16l7Lju9JrvHI758fsjD3SOe7Pc5Hs9QxZsr9wqYxinZyZj+JOLhq2MagUcz9Li70ebBTo+7G23ubLaxuIosoSJXKXEx4TB+xDDbp2GtU69+fPnmSlpRlsyTlKcHA/72y+d8vXvM3smY0WxOlGSak5Fd17BtdQhYEhMX3ZA/9bBtk/X1BtvbbQ2ROPt1nf/qBASBw85OR3cF3qZs8oavXitsFZfierUXw2mHArXIfXSSYRsmXd+n7ennYNHx0Ioj2v1ZKb0fyzAIbEsvLs8clBRCLz4/IB4+iVP2nh7z+POXPPr9C7Ik5+Of32Z9p43jWcwmMXvPjjl40edX/+ELhscT2mt1elstOhsN2usNwqZPmuS8fHyI7VoEdQ9ZLdJ116lk1J/w8psDeltNPvrxNs1ejbIsOd4b8uzrfR794QWvnhzx8c9ucuvBJo5nU5Yle89O2H9xwsPf6de90KXZqWG5JlJer8I3iRKeHQ45Gk7JV3yviw7hbx7tsns8Qq6Ag70tVLVgjJKU/ji69H1RkrJ7PGKzXWetGeK7Np5YFC4Wlbbrh2OYWFJiXNHb4UPEdBJzsDdkPIowLYMbt7vc/2SLJMmIpgnPnx7xd//lEVs32qxtNJfdrrsPNvj0JzsMBxGDkyl7L/s8/nqfIHRotkPieYZpGXz8o21a7YBG02fQn9Lu1uiu1bGv4IfyPkOpyrA0Kwh8h16ntvSzKivBD3UNb6Gy6qZm+UVpWAAp5Wmnc8W3uzAWNM7NabZp4Ngm/UnEdJ4wTzN8z17a5RwOphwOpgwm0RKei9CFniwrGE7mKIX25qo8jHSB0KVZ86rjedu56a5NXpQ/9MbGpSEqRaJFAWCYzuirCa5h03a+HYY/UzmTLGKcR6RlRt0KqJneB002/jEuhlIjivxZlSiAKmeocqIl38sJUrYRRhchmkjZoCyPUOUJmnJgABlKJVXCEiNEDSGCqgNiI0SIEDb6IbC46sPwDgRx7X5oGS0C+x6uuY0hAiyjgxQW4/jvmaZfEFvPyYoTMDoYwkcIG0OGuMY2hvCxjS620QUkilzrCZdzouxr0uyQrBwuT0KplCQ/IMqekuR7lCrGNTe1uaB5C8toAZJCzcmKfgWnCrnoEC70/lRBoSKyYsA0/Zx59gyUwjE2qTs/xzNvYMrmO1WzDanlI7W8n0un5hM4Nq2aR68Zst+fMJpVfIZ5uiRxnW85axPDlFnlUno4mOLaFqOKgH0yntGfRKw1Q7qNAK/idbwplCpJyogoH2oSkfQIzNal718YWJ2MI54e9Pnj0wN+/WiXZwcDBtP5Sh11OJ0YFt2dhdqHKaWG30ih3XWlWC6GFv8KoVvxSZbz8mjI0Wh2zW/g9SgrDsji8kqx8LDQE+MpbKhKAIVeJCmlSd3SkEtjyXcNaQj8wCGsXQ3SYtkm1hXkE998TJV+frkaziAqaMHCZNMU2lhsoyiWDsgNRysF2SuShWUj5hzX5fwxafy3/KDGXUmU8vKbA54/PKDIC1q9Orc+3uTm/Q1c32Y2nhM2fNI44+vfPOOVf8TxqyFhw6fRCWl2QtZvdJBSsPvNIY12yM7d0+pVPE+JpjHTYcR8lhDUPG58tE69FVCWioOXfR797jmz8Zxay2f77hoPfnYL19c8llozQBqSFw8PGByOOXzZZ/tOj0YnxLwinGqReI+jhN3jESfVouqyOBrNvvWz87aYJxkvj0Zsdxp8cmNNeyh8S8EJIQSm0OP09xmLrkaSZPiBQ6dXY+tmmywtiOcpL54d8eLpEWHNZX2jiWWZ+L5Np1tj60aHsOZh2yavXvQZnExJk3wpCVoUJVmaa4NaU+KHDt21Op1eDXuFOeeHDCGofHwsPM/CnVvMZglFUWLbJoHvXPkeBZ285Av4zorbUwo9R8pqrD8f9cBhe61BzXdBaAL3VreObZnY5qm5qmv7eiGlWEJvi0LRrXw7mjUPz9Ed2IVqk0BzM4pSd+Yc26QZujRCD8O4CrezrNSwVj93tmloaKplYlvfr0fIeiukUw/wVySv+hkzsKXFLE+I8pis1NyhEkVe5kzyOVEeA1q5KTA9XEMbTuZlySSPSAq9NrGkSWC6pGVOXKbERUJSZpjCYJbH5Erz+2xp4pvuBW7I+ZhMYibjObNZwnQaLyFhpiGxbIP19Qadbm2lWtpiHo/jlIP9EfN5RrsdUKt7OI55rXv5TzWUKkGlKDWBMkGpqqOh5kBadTdGCKMGwgUVUxYHVQJhoqjgUiqGBeQKhcBDG+2CXkfPERhVl+Ptce0nwpR1fOsevnUf19zBkl2EMPDMm5iyTlb0GcR/XXErXiIwMEwPQzhIw8SQAY7aQAgbKezq4hR41g1KNWeePyUtX1CqeLnPUiXM8ydE2UNA4Jm3qDl/Rs35MwzhLfXaDTxMWaswa6sWdjqvVyolK/pMkj9yHP1/MGWTpvtPqDk/IbAfYIhgxWevF0LoCk275uPeNrm10eKXs5iDwYTH+32e7Pd5stfXUnpRTPaGhQNAVpSUScrTgz4Hwylfvzyi2wj4+b1tfnl/m41W7Q3JhiaIW9LFkT6O9ECIM+Si1bEgsz/Z7/P/+/tHfP78gMPhhNk8rSQFL4YUgsC16TYCeo2AXiOkEWiTI9+x8RwL2zJxLAN7kYQYcpmICCEYRwkHgwn/9u+++tYLpqLUJMxFdd80JJapYUpJWmBUBoJlqcjzUidChqQoCvK8xHEsjO94AfC+4413VgUrtA2DnVqdNT9Ywqdc07wSDOZNrwpRGXl9wGRjHqU8+3qfvWfH3Ly/wZ1Pt9i81aXZCZGGxHEt/JrLdBjx2//8NfNZzP6LPvVOSNjwqLUC7nyyyeHugJffHLC2014SfAGmo4iDF32iSYztWjQ6Ies32liORVmU7D8/4evfveDm/XVuPdjkxr11Wr3asjNy6+NNpCH48ldPGJ1MONkfcbjbx/FsvOBq7fwF/0arUI0ZTuYruTjfZURJxu7xiL3+eKXi2Z9ypGnOZBShSqU9cDxbq/o5ZiV/LZiOY9I0BwGeb9NsBZpoLrTinGUZUMGsLMvA920syyCep3z1x11sx2Q0iAhrLmHNpd0Nv4dkQxD4DlIKRtU9FScZaZrTWquz1qvje/bKxGBVaL7dqSnoZfu8bHtrrRo138VzNHxuo1OjWfOWycmic3e2a6b/xnK/ArAtDQ/NK9XDRTFr8fnF33QhTC4NKN94bupU5n3VufmuLiquNUI6df+t2/uQ0ar59BoB7Zp/sQCEwJIWvukwzV8nOmdlzjSf82i6y250DChcw+GWv86a28SWFlER82i6y1E8QqFoWAE3/XVcw6Y4s/BMy5xRNqVMFdN8TsMO2JY9DOPNio5Hh2Mefr3P06dHPHt6TJJkpEmO62kY8b/+Hz7ln/zTAJCv+eEsoixLBv0Z//k/PeRgf8jPf3Gbew826FyjuPOnHEI4CNlEFTPKsl/BBQO02exifFEI2UAaG5TFLposnoIoELggA4Roo4s+Jdo819ddDdnSHI5ijFIFcLWx/9ojmyFcbKOHbfQwRA2jYt8LWcMQHpZsIYRVqTudVN2LU0Z7Uc7IyiFlGVGoGCi1tXrZJ873NGeick5UValZE8OPSIsjDOHgmJs4xjq20blwfG8mhGt+SFIcMkp+TZw9Jy+neNYdas6f4Vu3sWRzRUfk+qEVoASGrfXC64G77EI0Qo9eI2SrXedgMKmUZWKmUcI01t2M821o7WOhKuWnlEkUczicashDlvPxjTUKpah5zgp7eUVeZmQqxZQOntlAYlbqDSv0whdKLHHKN69O+P2TPb58ccDzgwFJnl9QGXErbf5W6NGu+ctEo13TWv01X/NLFopatmliWRpLvmiZm/LURb0/mWObBrUL53H9SNKck+GMaJ6S54V2B7ZMsrxgHqcEvkO76TOfZwzHc+QCulRVSFoNH8v0ke+Ar/9+Qy/wF52k83E66WpcryElgW1z3TT7rR2fpQDA+8cdLDgrWZLRPxxz8OIEL3BwXIs8Kwjqr8MgXzzaZzbWRYzRyYTZeE5RlNRbPrc+3mQ2iXn8x5f0D0bMZwmmbWJaBpNBxItHB+R5ycaNDs1eDS90T+WF+1P2nx/j+jau74CAo1fD1/bdPxgxPJ6QxhnjwYxxf7YkkF8l4jRfyl0uFKC+byRHmutjOh7PGEUx8zTT/Jx/ABKyUggMU/MWirx8TdBiofCzKI6AWKrFGVWCqZ2yKxheBbEyTGNJgHZci3rTJwhd6k2fzlqNIHS/l8WQlELzlEKXbqeG59oUeUm3G9JqBihgHmca/vSW4xOIykleLPVrzsbi+pWXdD48x8I7U433XRvfXRQlFyDPM9yyt/xdYcEiOTn7d3XK07hq11oKfW7yknMLXJteI+TBjR4fbVxcm3yX4bsWoedUnZ7Tvy+69kbV3TgLVCxUyTCdcpSMiIu0MtrUalX9dExUxLiGQ6lK0iLHkqdy1YfJAFtqT41ClcyLlLhIycocW5rY0sQS5hsVCZMkI4kznj075jd//4z5PEWVSne17AohYRnLZ2xVLDpdSZJzuD/i5Ys+dz9aI03z7704866xENgBtUzUV6klLkIIFyk76CSgRGCB9BHYIEygQKm8MrL1EcID4WlTXBEihKt5Glho49m84mo4COFVnlUgVIbGMV7NDuDayYYQJqYMq47C2S/dQAiJlC6mCNCk7zGF0pmzUhmFiomyR0zSP5Dk+6T5ASUZpcpQKqVUMXG+Xy32FzJcQpObyyl5OcM22thG90oqUxdCKUqVM88eM8u+RAoXx9wmsD8mtD/BlA0+VPteY9clrUr27+ZaiyTTmuIHgykvj4Y82e/z7HDAi6MhkyjRajOXrCjSrCAvYv7wdJ+nBwNOxhEKxZ2N9oVkQ0vdTZnnQ0xhEZptsjKu1AxW70ApGEzm/Prrl/zq4UsOBhOSLF/ZQq77Lnc22nx2a52f3Nmg1wip+Y5OKky5nHzksn0ulpWq5cODWJL53ueSfj5PeXUw5Kg/ZRYlLKSKkzRnGiVsrtW5d7vHSX/G4+fHlXKUjV11XkqlqIUOpsm18fXfdxhGRc5elSQpDVdbqIV9qCiVFhf4UPsolVoSxPdf9BkeT/niV0+wHWvppr6I+TRheDJl63aX2SQmifRkVmsG3Pp4kxePDhmdzBgcTZgMI2zPxjQNRv0pz7/eR0jBRz/eod3T2GYNiVHEUcLgaMJ89oTHn+9iOxaW/fq9kqU5o5Mpjmczn8bMZ9cjA0/jhOdHQw6HU9JLyLffdeRFyTROGUxjTsYRkyihGXpck4/+gwzbMak3PQbHBaPBjDhKUWjiuJauVYR1d8mpEkum8Zu3q0qF7Vjc+2STuw82lgt9P9RS1t9HQUMv/ktazYBazasW52AYBkoponlKmuY0G/5bk40F58IyDBJRXFD5KJTu0Gn1une7iy+7Qqv+LmAl+/tdGq2GIXEsc2UXRKAdxHuNgE9vrPHnD25cfwfvMaTUiZFTmcheJQpVshef8CI6ZM1psV3v4hkOWZnzxfgZj6a7+IZL3fJZc1vcsTbwTIdRFvHl+BlJkbHldVAoxtmMpMgwhGTT63DDX6Nph1hvmENns4ST4ynfPNzn73/9hE8/3eYv/vIu9YZHreaRZZo/dONmB/NNqpzqNJEVLBL/92WQ/N2HUlrEQSmWyAvDuLw7iPAQhoUha0jjBhr6tJCe12myQndAlu+XbQzztn6/0NyNs5tXLDxIjOp1hSHqy89fJa6fbCARmFVCcHo4iwqPwFh2BhQLmI4iLvaI0kdE2RPm+VMEBra5xsIBsSy1d0ZWjio1qMVAVFWUyFDkCAzt4fEO3QethjXU/h5CAgkotHTuB56+F5moLXVlvVb9vVPzadd9OnWfbjNgp9dkrz/meDRjMJ0znEYMploa9yxHolSKslBLA70vnh/oiUpBpx7gmMZruFFV/U8KA0u4SMNaOkuej4VW+v5gwpP9Pi+Ohkzn6YVEQ/NSPO5tdfnp3U0+vtHj3lZ3aUj4TtCZqgq+imfwLlGqU2fzNNOdnAUGVAjd+egPZpwMZ4wmc+xqwteqKEblNlsuq5TfZVx2Da46aBpSYJvmykqzQrvrppcQOd9XlBU+ehWZ+X2EUoqy0F4HUgia3ZBGJ8T1nZXytQC9zSa3HmzQ7NUwTAPTMmh0ajQ6IUHDI0tz9p+fYFoGrmcz7s948c0BN+5tcPezLVpri2QD1KLyXZSEdY/ORhPXt7Ev8UoI6h53Ptmiu9nE8a5uEDmdp7w4HHA4mJKvSFIWcDXDuBok5DqxeIbOe98s8PnTecJ+f8x6KyRwbey3LEjP39dn7+ezVWp4w9p9UZW+ZmlCVQakw8GM0WDGy2fHDPsz8rzkxZMj0iSj1QkpS0W3VyeJMg73Ruy/GmD/3iRNcuZRgirh/qfbdLq15bYvPRIFRV6QZTlFRb4ejyKOD8fLxYNlmwSBQ7MT4l3jvvi2sagCT6OE6SwhSTI8VyuLqaoYMYtSYGE6WuB51qWcBENKnAoeu2qY0j4a2aVqVW+Kyyu57+fvb4ulq7lpLNZsK7e9gBH/qYVCEeUJkyxiy+vSsmv4hktUxGSqYJBOSYwMUxo40tKvmy55WRAX6ZKfATDPE2aF7iJ3nDqOYeHKN9/X8yjl6GjMaDgnnmc0mj4ff7pFreYShA5ZqqHNjYZ3aVK+4CIGocODjzfo9EK2d9qEwfW4Rz+kiKKEvVdDsqwgrLnUQpda3UVeYkIpqmQBYSMI4VzacDpqCq0+JVsY5i2ksYk0Ope8//z11p2O037i2+NbAkTfNFwssigdUfqQo9n/m5IcpUoa7l/QcH9RdUhs0uKQOHtGOUuZZQ/fYX9vj0LNSYoDTNnAN2+TFSdE2WM86wZJcYgQZsUj+e4yYMcy6NR86r7LzbUmcZoTJRmvTsY82T/hqxdHfPH8oCKErianKQVPDwYcj2c0Ape7mx2aoffahKAl62xKVSBEiS9DHCNYKauW5gWHQ91t2RtMGEznKxWNmoHHpzfW+MX9Hf7yk5v0mgGurUl53+YKLjG/72ERbBgS17G0C61maGIaBoYpMQ1JWZacDGdMZzFSCg0JCxytrONqjHWeF1jm91OuVaXSpPWFLu01YiE7uypR0vKlWsrxMrWq9xELRazLfDi+VVRgbVXJaNXbAT/7Fw/45Oe36W428S8h5Fu2hRc4y6RACoE0JM1uyNbtHlIKnj/cx/VtOptNxoMZu48Puf3xFh/9aIdWr1btXi1lcU3L5OOf3eLn/+oTuptNmt3VuuOGaeD6Dp5v416RrwELydshB8PVkreGkJimlhVd4N3fV2RFwWyeEmersfhRnPLiaMR6q8ZWu07gvnlRsSgfXebXq6qeq17PieX7zu75XUeYolQkccbheMhXf9zlm6/22XvZx3FtsjTn6HDMxlaTzZ02WzttxqOIPC949s0hzx4fVUlDwUcPNvjlX90jTTOS+M1wOKUUaZoTzzOKomA+S/jy97s8e3RIqRSWZVJreGzfaPPpT298x8mGYh6nnJxMefz0iMPjMc2GTxi6y44zaBL5PM5oNX021hqXJhuy6hxb5mquV1YVspI8/9D1vfcepiH1/LZU0joDc0Z7ZkVJ+l5cu7+P0M9dSa5KBAKzMvoTFRNfv6Z9lqSQmNLQkrCI5WdBd0iSMiOuCOSafP72/c8jLcqQ5QW1usf6RoM7d3oaCmzI07H2LUmDYUha7YB/9i8fkGcFvq9NKc93uv9UYjya88c/7jKfpWzvtNjebuF6FtaVRAjOP4MXf5dGD2SzgkO97f1v2/7l8Q6mfjmlinQ34DVOQYlCu4sXaqFi4COFhaIkLY6Zpl/iWrfwrbv41m086zZSuAgMlMpJ5RGrnAgFEilcpHCWXh2lyq576AhhYggf19yh4fyCOH9VuZrPGMV/Q2n/hJrzUyQ2Ghb24ZMOKWXV7dCYz4WbdujZ1HyHZuix3q7x8mjI7vGI49GMk3F0IemIYq1s9exgwFcvDrm33V0aeumBw8ZWHoXKyFRCXM4oVI4lfc4j9ZMsZ38wYfdkzCSKLyxuhNCLm24j4Md3Nvn05hob7dpbFxlXiUW1NMsLiveQbLi2Rbcd4rkWaaodMaXUbUjTMMjygiTJaNZ91jo5XuWYq3GiBoHnYFmrF+zvGmWpKM50FETV5tVdNrWszqRxxmwSY5gSz3cw7bdjps+GY5mE3upKs1KKOM2YzZNLVcXeR+RFSZRof5n3oo18NioYnmEYOO4igXAImz7rNzs0O5cYDS2Vz06hfAaCRifk1scbjE6mvPzmgKDu0dtqEUcJpmkQNjw6Gw3Ny6D63gyJ7Vh4oYMbOPihQ2+rycbNyzDbZ/Z7BcjMQk1tEiW8qqSwV3WJWjWPzXad9XaNjVb4XseuSZTwdL/PXn/CcDq/4L0xi1NeHg3Z6TZIV9xLi6JBrgpdBS0T5kWKa9j4hjYDlAhyVVKoYrnAnRcJWZkvlXBm+Zy0zHANB9ewMYTEuGaHW8ODJJ5v0OnVKPKSesPDtAxqdY9GO6DZDgnrLl5g01tv8NHHG8yjjCzTfDVVlmzf6rC50yKep8yjFNeziOcpjaYPCEzLIKi53Pqoh+tblKXi6GCEHzjcuNMlrHk4jqUJ2fOMYX+GYUju3N94ty/pW8Si27J4FqazhCjOUKVWpFrv1QlDR5PmpzGd1uUGXqYhCVwbz1kNCUvSnMFUe079qcma26ZB3XdwbXNlYyNKMgaTOXF6/bXJdxVpmZOWGf10wt78hONkxDiLOEnHhKaHIy26Tp1ZEfN4+gpH2uQqRwjJutPCN10C02WYTcimmVa0KmIcaWNZJpY0kaqoJG/176Yw2ZufkJc5baeOdYnbdJoVTCslNMcx8Twb/xoFGTjtWtm2Sbv9dqO5H3Isxs35POXVywHRLKFe90jXiivCkt8+B+jr5VRdiuvE9eeXaycbSmVk5YRCRZw1zjtNNOYUpVYQMmUdKRyUKsjKMXGxR+j8iLrzc1zzBqbQLR792TlZsYBQnTstYWCIEEMEWrK2PEGteN/bwhAejrFOaH9C0/tnJPkuQpjMs2ccR/8bSik86yNNVn4PJPF3Ce0OLTSx2nO4tdbkLx7c4OvdI377eI/fP95jOIspz03qCl212z0Z8fff7FLzHe5uLhY8AlM4OIYiLeeUKmean6CUwjHCC/K3SZqz3x/z6mREvILEKoVWWllrhfz07iYfbXVxryDVetVYmCcV76FC5LkWW2uNpcHaa00/sYDCnCqMnMV3SqnP9X3jPcuyJE3yJRxGGrJKIjRMQQiBZRlMRnP2X/SxXYvuRp2g5p4hpb4lhE42ar6LvQJOVCo9OY6jD5tspEXBNE4/GKFZVhAUv+biuBbzWcJ0tDDRu94z3GiH3Pl0my9//YRv/riLX/NY22mTVco8jU5I2PCRlQKKlJpE7FWyxlmaa05Iml9735fFUoUqitnvTyofgYvPxXqrxi8f7PDZrXU+u7n+XrH/B4MJ/+kPT/nNN7skWX4h2YiSjJdHQ/Y32jqpXBEKRVZmzPKYfjrmJB3Rtuv03BaWMDGFQVykxGWKJXTF9DgZMsymbHtdpKhzko4YplN6ToOmXa8SjutdZ0NqdbL1dp1WJyTLCopcQyqllLrjWUHrTNNgY6tJq60ljhcSqyjN6XAci1rdo6w4SWWptFmj0K832wE/+cVtbo8iHn+9z6vnfRqtgFt31+htNKjVPZRS7L7o85/+3ef0jyZa3eo7jMUzKQ1Ju63Vek4GM8aTOUmaEwYOn94P6PVqPH9xQhSlbxyXLdNYCoKsKtDM04zj8YxplL43qOx3FVoqV3MuV2UbszjleDRlnvxwk42kSBnnEa/mxzyavmKUTZnnKQ07xDNsAtPFNdZ4Njvg6/ELLGngSJua5XMn2KRmeeSq5Nlsn2E2xRImrmFTtwJ8w8GRFoUy6LpNDCSB6RIXKY+mu8yKOYHlYV0C/ymKgjjOKEtVEcH/NDkW7zUUJHHO8dGE+Twl/RNW/XsHB/EZcfacubGGZ91Bq97YZGWfOH9Fku8BElPWccwNTFlHLMkp2vK8VPNlolKqOXk5IcqeMsu+JCsGF/YpsHHNncqA7w/MsxfMskcYsoYlm5XMrXYQL8o5Qsilt4fAOLMdAylsDOFjyQbSsirprpKkeEWcv2QY/1cC+wGBdQ9tZP/d3vCLheTCm8JzLO2XoNTSeGieZhwMJvQn0YVicX8S8WS/z0/vbF3YrlCCUhXkZVpxaVafW16UjKOE8SxeuRC1LYNW6NGpB7RqHn4FRXkfoZQiSjJGs/i9PFiaTLUaRvQ62rBCMX4HX3eW5PSPxkxGc7I0x3Ysmp2QoigZHE1QKPzAZT5LGJxMqTU8ilw7Dl9nxe67Fp26j7dCEnlp3Fapn0VJim0amFfQm79OJGnOcDonit//4mLxrLi+zdadHtE0YXg84ckXr2h161iWiRs4lZRxSRKnzKdaZarW9LFt87XuQlD32L7T4+U3B8SzhMPdAY//uEueFty8v05rrY5hvp7sGYakt93i9qdbZEnON398SaMdUmsGeIGD5ZjaHC3NiaZJRUj3cSu50bcNL3GaczSacjyaLVXqVl3Fds3nwU6P2+tt1lu195psSCG4vdHiaDTl1cmYwfR1ucw009Xq/njGcDanE/s49ilXaFbEjLMphdJmaFERM8wmlKqkRNGwQppWyLxIGGYTmlaNmuVToojLhH46JikzTpIRURFTt3zdSX+X+6kSp7Ad60oGeld938Xd6GLFQj2n3vSZjOdEs4Q0yciyAj9wKIqS0WBGEDj4gYZ7fJchBXieTaPukefaMbzV9PE9mzTLMU2phTVOhO7uOZaW9L0kHEvLvTcCbyV3KMn0eDCa6e6GveR3/PAXloFrs9EKeey5Kx/bNMuZzlPGUcJoFuPa2mfqhxSmMHClTddpkKuSuEjIyoJNr0PdCnCklm7OygLHsJBIbGnStENqpo9n2GSqIFcFtczHEBJXOjTtANdwMISgVIpMFRhIXMNmXiQ4hk3TCjDPFAeODsfs7vaZTRPmccazp8c8/uaQ4WDGZBzz+R92X4MK1eoejbrH+maDXu91A8L5POXxN4fsvRpQlGppROl5NlvbLbrdGkHgXCotXVbGrQf7I7755pAwdLhzp0eWFZycTJmMY6bTWEOOFdQbHs2mT6dTo9N9vZOslGI4jBgOI0bDiPFIe5IVeVGhKiSOY+IHDmtrdZotPRctUAvTaczLF31Ojqckib4ur14NSNOcL/64y3Aw4+HXezjVuBSGLq12QKcT0unW3vh8fp/xjg7i32AaDfzsI0SVWMyz54ySXzHPnyOFg210cc2dyvfCrIz2fAo1J85f4hibKLMgLyck+T6z9EvGyd+TFIfIc6RlQ7r41m0KNWOc/JY4f8Ek+T0Ci8C+X8nralndxecdY7NKdC4fxGxjDcttUKgZ8+wpaXHEcfRvgRLfunuGvf/9hhSC9WZIK/QAQZLl/OHJPsPp/ALUaDSNEYyYRPHrG1EKpUoKlZKrVJPDpbOSIF6U5XIRugqy4VomvWZIp+bjmO9IBL8klFLM4oT+JLpQQX3f8X19s0mccfhqyP6LPrNJjF9zuXVvnTTJePzlHkVR0uqECClI4gzHs67l4gv63ALHplMPXpOSPBtZXhCneSWnnFDz3PeebGjJ1jnTOOVDiV65gcPtT7aYzxL++LePGR1PaffquiO02cRyTLIkY3g85eBln7DucfPBJkZD6smvuhGCqjtSawYURcnJ/pCHvxNs3Ohw57Md2msXHXalIdm63ePjn9/mj3/7Dc/+bo9mp0ajHdLZbFCrnMln4zmHL/vkecHN+5vatNEyzml+XIxZnPLyeMTBYEKaX94daoYudzbbdBr+e0+YHctks11nu9vgj0/3L7yeFSXFPGUwnXMyjug1Q9qmsVSlmmQznsz2cKRF0wpJipR5HpOVBVGRIHxBy6oxrxKL0PTxDAdLajWkk3TMUTIkLTMEYklC/VMJ05S0e3XiecYXv3/B3u4A33cwTUma5jiOxfpWkxu3ewTh1Yw/31cIIaiFru6kTmNA0OvUcF0N8ZrHGQdHYw6OJty51WWtV8d9Q/LlWBbdRkArXO3KnWQ5eVEwnOmEw7MtrSz0Ac/xfUXo2my26zQCt1pXvP40ZkXJPM0YzeacjGe0a/4PLtlwDGtpwncr2FjKkptCq2wtiqt1K6QoNexYyxmf8jcU0LHruniAqtaAlYxu9UUuliWySj62vR6GkK+pUb18ccJ/+Pdf8mp3wMnJlOk0IYqSSmq65K//+iG//vVTvR0puHWrx527Pf7JP713IdmIZgn/5a8f8p//41eaSF4UoKC31uBf/quP+enPbrK11XpDslGSZQWPHh3w//xf/47tnRb/x//TL5hNY/7w+5c8e3rMi5f9pVz57Ts97j/Y4Mc/2aHVDl7rwiilODwY8+jhPg8f7vP08RGzWUI8zzAtbaDZbPpsbjX5xS9v8/Enm9Tq3jLZGA0j/tvfPOYPf3jJcDBjPIoYj2PKsqR/MsU0jaropfe3s9Phsx9t8+Of7FCre/9wkg1T1nGtWxgyYJZ9xTx/CgjS4pgkf4UhHJruX1bmeD4Lwz3X2qHp/hWKkln2qJLB/YaSDKUyFBBYn6BUQVFOeb3mrB3LPfMGNfunSOFSqBmT9DfE+TOk8Cv96JJSJcuOisGbMXtSmCBMPOs2TfefMk2/ZJZ9SZQ9Ypz8BtfcxjW33riNDx3nOx3rrZCPd3ocDad8+Vxwvs6Z5gXTeUKSF0v8P0BJSaFyCpVRqhxDWNjSR67Qvi6VVhDK8tXYQNPQRFS3Um56rxAjpRhM5uwej5jO0/e23fPxvVbSKmy0kPonzwqG/SlJnDGfaXhgmuSat5Hk5FnxTlXcwLNZawYEzuVcmjQvOBnP2OtPMLry0sTkXWMWp+ydjBlN4w8Gm3Bcm63bXdIkYzqaMzwas/vkiPEgwgtsDFNq08asII1ztu502bzdu7AdaUgsqbkbW7d7jPtTDl6csHGzozsbZ5SHlp+Rgu5mk3s/ubH07RgeT/j7//gVbmBjO5aWyM1L0iQjrHusbbWvfG6zOOXF4ZDDwXRll9G1TXzHpl3zaQbeyi7WZXHx+1jd3bMtg14zrHhZDoaUlT/LaZRKewDtHo/o1APqnrPkChWqJK8ciiMZk6sSS+pFjym1O21cpszyOaNsyjSPmBcxszxmms+RQrsBJGWGRFC+wYj0hxjSkNTqLutbTW2W1wmxLN1VK/IC2zHprTfo9uq43vt9/t4WmvMkcGyTTivQ3XTPxrFNlFIkaY5jm+RFSbcTVqo+l/PXXNtkrRnSrvsrRTU0J09xMo54tHuCFJrjwZ8AZCZwbTaqZMM0pK6gn5f2LUoOh1MevTrmwXaPZng1WdDvKqSQSAEmly9IFUq/Lk9/F5zxKUHppEGdvgbXn1MbTZ+PPlqj2QqYTOYcHYw5OBgzm+mkY2enzc1bneW2e2t11tcbNBoXDRNt2+TOnR5JrLuGw2HEw6/3GQxmRFFKlr2d56CUFo8Y9GdkWcFvfv1sKRDTagd4vk2eF+R5wdpanVpNS1+fPe0oSphNE755dMBvf/McKQWb2y0Wvl0soNxCdz0ty6xkfE834no2OzfblGXJdJqw92rAV1/tkecFW1stWq2AIHSWSUWnU+PGjTatVvBGD5LvO66dbNjmGi33ryhUzCT9PUm+R1b2EViYMqTh/JKW9y/wrTuvdSg88w4d/98wiv+GYfzfmCS/p1QJlmxhGV2a7i+p2f+aopwwy77i9bqz5my45g1a3j/HNtqMk98yin9DXknlCiGRlalg3fk5vnUf21i70jl55k0sv02pEibpb4iyx4BB0/2r7z3ZOB+t0Of+dpevXx5pCMi59UdelMRpvjQFlAiEUJSqoFDZ0jXckBa29HTCdS6UUmSFlnxdtUCUUuBYH6b9XZR6Inp+OLzYnfkHErLCjfuhrpDlecG4PyOJs0qdxkBIgSoVWZpTZJf7rbwpap7DWlPLkV6i1EhelByNZrw8Gi2hce8zpvOE3eMhg2n0wbw2bNdi/WYH29FE3Ee/e8GTL3Y52n3IfBajSoXlWtSaPu21Bn7oXOpxISr53DufbfHwt8959fQIaUhu3t/ACy+S6IQUdDYaBHWPPMuxHJMnn7/iy79/xnwakyU5tmvihS7ttTq3P9kiidOrWDIAMIsTXhwNORhMViYbvmOz3tKLu/AKsrPn4+x9ddmjbJsG3XrARrNG6NlYpiTNLi60pnHKi6Mh660aN3oNFksC7asjKVTBLJ9TUuKbLo608QwbiWBeJEzziFE2ZZRNqWcBo3TKKJsRGC6uYVOqkqJSqvtTCikFYeji+Q699YZ2pz9zrYUQS7in/J4WC4Yh6XVrdNq6o7o4PKVgfa0OSruiG1K+sXPmOhbrrRqdevDGLunJOOLz5wfUfIeb6603LH1/OBG4NqZh0Aw9LNMgL0ry4vV7sVSK/f6Ez58d0qkH3N64emHhhxpvgpJ/G5j51rZeIOe5ltX+6os9fv+7F+zvDTk4GPFP/uoj/sd/8+Pl+xeLc9e9uGYJQod/+s/v84s/v6PV454e87/+P/6WFy/673Rshwcj/ut/eaTVn3ba3L7To9erU5QlcZxpuWrLqBKf02swncTs74346otX/Obvn/FX//Qev/jlbep1D993iJOMaJZweDgmzwsaTQ/Xs19L4Ot1j1/88jY/+tEOeV7wxz+85ORkSprk/PwXt/n40y22t5t4lVCJaWpJZrv6+aHGlY/MMbboBv8GMAjtTylVjGU0SIs+RTlFCAtTBHjWHXzrLpbRgjOcB9toA/cRCCyjS6liSpVgiABT1gms+zjmOh31PxEWnxFY91jI5y5dWqWHa+4ghYkhQ3zrHoWaapt1BFI4GDLEM29iG+1qIS2wZJPQ/gzH3KAoZ3jmrcoUsCJ6ChdLmtScH1OSYIo6VmUe+EMLKTTJUYrVj7k463J6BgUmhEQIg1KVZCrBUPYy8Vi1DbPCFq5KJspS4/2z4h1x0yuiVIrZPOFoNGOvP2a/PyH6ARPtvk3Yjkl7rY7jabnNItedizwrSBKNk3Z9B1Uq0iSj1vAJai6mZV6LVLJwYW/XfNaaIZN5cuGaZnnBy+MRD3eP2Ok12O42lsaL3ybmScY0TpfqabMPwNlYhJQCKTUP49b9DVzPprvZZHQyIZlnlTRtReRuBGzf7eGHrl7YnVv06e3JSn3KZ22nTbMb4vq2vv7nQgiNZfd8m63bPUzToN2rc/PBBuk8Jc8KTMvA9ixqjYDuZpNWt4Z8C9G/LEvyUjGOEvZOxpxMopWSmnXf4dZ6i3bN1yIRxUIqWf+b5yV5UWJWUs8LE8eF0eN4ljBPMkLPxnM0pOU8/EUIgWVKAs9hvVWj1wg5Hs8uEGFnlTzvjV6TrDhNjELDY8vrUqoSiVxK25rCwJImtrSwpcW628ESJh2nQWC4bHgdXMPR0A9hkpYZCkXbaWBL69rk8O8rhBAIQyANfrAQh8V9vCqsa6QCtmnQCFydnLZCpvOE6TyhOFdoOJnM+Pz5Ab1GsJRq9x3rB83dMAyJKwS9Zsj9rS67JyMOBtPX3lMqOBhO+erlIbfXW9xaa1XqXN9tx+rbxHJlcclX8bbXrxq2bWAaXiUhrhfZnmdjO7raH4QunTOKggsUxap7REqJ7zu4rk1RFAzqnoaqvmMYpoHnWXR7Ne5+tEavV6PR8CuDPT22CQFBJRG9iDwvSeKMONZu6LZt0GoHtNshtbpHluUkSU6zFZDnBe1OWKldnm7ENCVB4OB5NnleUqu7mKakKPTfGw2PdjtcKnUtTZLlm5cH53mql/kbiXOvva+48rfhWjfZMP9v6MW/CSjq6mcoSs5aMGl+honuwZ25gLKBIWu45jYt75+zUFunIo4vPuOa2yjKlX4XAhvH6GEbbQLr44pkvtgOLJMTzKqroidN2+hiGc2lwaAQJuK1U5cIYVNzfkpgf4JAVn/74WWJpdJSmKv07kEbuZmmrBS1lrcVEgNDmJQU5GVCJkyy0qNcgX/WE4/EMuVKPkZRKpKsIM2upp99lVBKMZzFvDwe6UF8OLk2T+FPJRzXYm2zido4rQ6f/stSgnKhlCUNXfm8ilTq2bBMA9+16TR8Njt11Mn4QrKR5gUvjoY4lsnPPtrW0LtFovotIkpS9gdjDobap2WeZB9cVt/1HbbvrrF5q0vxVxr3e3anopqsDFNivsFZd2EUWGv63HywQWe9ifkWd2dpSNa2W3Q2Gnz881uUhXptcF/A5qShF3Vvq2AXpSLNcsZRzP5gQn+8WvK2Ebjc3WjTDn3KoiQXWs1sAdWL04w40ZLO2CZJmpNlhfZJEHDY19ve6NToNkM8IVZi7aUQ+I7FRrvGZqfOdJ5cTDaqzsb+uS5MzfIJzMWiYgHtPHXZEFXhpGb63PTXkehxp2YFqODUhKpyVNGSt/xw4QL/PYdlSEzPodcI2O40GEznxGlOUb7Ov+uPI0azmO1Ogx/dHmNI8d79Yd53aD8ezZ/87NY6eVFeSDaUUhwOp8yTlI93ejzY6bLeqv1JJRvfVeix+IzYhimXhroLierrJufLseVbTmCeZ7G2VufW7S6ffLJJWHNXbvP838rKNFRD2AWWZeL7NkHoUK+7SyjV+noDlEIacuW8YhgSKdXyOiySLCklpqHV8q57bRR6/XhZoXqxprzs9W8bV15NL/gNr8U1jkgIqRfxb1vAryAsn25DoG3UjWvt+22fWdwwArtKct4eCzWfJbdBKQLXxr0GZvpdYjiL+ebVCUej2crFuGubNAMPxzZPMZaqpFAZeZkghYEpHQqVERdTihV+JYaUhJ5DzXMuJfmdjGf0J3PmaUZeFFV7/fq3qFKKNCuYJSlfPD/gV1+/5OXR6INBbn4IcX6QvcxR+U1Oy1fZB+hq0Foz5MF2j3mScTg8X4nTYgBHwylfvjikGXrc6DXp1C/iYq8SRalb4q9Oxvzq4Uu+eXXywWRvz4eQ2oiKKw7CSmnVklKVqBKtVjVL2H1yxJMvX9Feq/PgpzdZ22m9tdujv1PjvUneasW5KYcDLaV5mfFiI/C4vdHGsUxeHY011MA09PdQ6J+8KCkGGvIRxSlJmlEPXFzH4mQ4I04y0qpqd9m5gR5btjp1tjp1XhwN4ZwqVZYXjGcxg0lEfzKn7rt4jlV1YqvrLS7HeOs51zjz++nYc7608l2rBP5jXC0WHjLN0OOTm2tMqu5mck7soyg1tPfJfp///bff8NM7m/zkDtR8h9C1P0hltVRqOa8Y78A1XLy/1wz5yd1Njsczvnh+UJ3L6f1ZFCVRkvHl80Mcy+TP7m7x8Q20UewHWh/EacYsTpFVscA2Tew3FFR+CHH+2MTi/1Z0m6+33TPbe8dwXYt2N6TZ8LGrju9VIgxdNjYa7Nxos7c35PBwzP/+776g2wvpdGo0WwGtlk+jqY0zV3FeT+f/xVmcvSCnv1732gziOcdRRM2xaTiuLtpIofmMZckoiZlmKXXHpWYvfIzEcu5bzA/vinz44ZXu/0RCKUiyglmcVm3isnKg/rDJxmAS8dXLIw4Gk5XYZc+2aNdeJ4oqIFcpmYqRwsA2POb5mKRcnWyYhqTmOdR8dyUZME5zjoZTTsYzoiQjK7Sj6LuOa3GWMZhE/OHJPv/+t98wjT8cMfy/t1gomX18o6cXiOdCKf19noxnfP50H9cyCSrJ3HeJstTJ48vjEf/182c8PRh8UB+PbxOqMswrC93JmAwj+gcjXjzc5+HvXvDn/8OnPPizW/S2m9fuKn3biOKM3eMR+4PJpcmaQHc2bm+0ieOM5wcDbMvEdy2SNCdJ8+WiajiZM5jMmUYx8yRjrVWjVffJ8hxTyit52iySje1OHW8FRCErSrJ5wmA653g0o1PXajxn6xX/mCT89xGtmsdnt9Y5Hkf84ckecNEXSyl4sneildbSnFbos9NrEL4Hc9hVoZQiL8qqc6wXUu8Sa82QwLH5+uURlmmg8oLyHHcjyws+f37A8WiGaUhaNU93OD7Q+mCeZByPZkgp8GyLmu9UnMoPsrt/8OE4Fu2Ohj5dx+9DczNs7tztcXQ44fHjA/7ubx/T7dVYX6/z0b0NPrq3xp2P1vB9G5DfmZ9Ifx7xVf+IzbCOFBLXMHBMk7QoSPKC3emY/dmUG7UGMqxhGwa2oVXIpBCvd+nfYf//mGy8Y2iljoyT0YzfP93jxdGQXiOgUw9ohh7NwKPuO0uDI9sy3wkLl+UFaV5wNJqy35/wm292+fzZ/qXJRqce8NFW9zUVDAEYwsQSLq6sgaEwhYPEwJIXpRYX6jPrzZBH1sXBsVQlaQ57/TH/7asXJGnGva0ugWdfKetdwEv6k4j+OOLRq2Mevjzmj88OmMwT8vxPS23m28Zl1+t9VKWEEMt74ssXh3R3faZxesGsMU5znh0Olzrg41nCTq9BK/QxDfFWB/V5mjGNEnZPxjzd7/Pbx694dTJmOk9+sITeeJ4yHszYfXzEsy/3mI4ikjglmiV88ovb3P1sm/Z6He+aLrbvI2aJduXWkrcXkzXPsTQfp67NP4tMd5Qms5jRdE7g2oS+w2QWM4m0K69rm5iGTz1QeI5JWSqyvKQQ6krJhmNppaH1llalMiv/kvPf7nSuSe3tmkcj0GRa+Hb38z8mKX9a4dmaKH5no80nN9awzBMOh1Pyc/dZmheU85Qvnh9SlIpb6y1urTfpNUK6jYDAtfEdewktfVOUVTKRZjnTOGU2T5jME8ZRwnA6RwpBtxGw1gzZaNXw3zGpsU0D4dnc3+ryr35yl4e7x3yzd/Lae5TSHkMnk4hfPXzJJEq4td7iRq9Jr5Kx9xwL29RLsLc9GkWpBVviNKv4cAmTKGEUxYxnMSfjiJPxjJ1uk09urmEaGp3wrYkVr53Th8f1/1BCSg131epO10AUVJ+7eauLkJKbtzocHIxIkpwsyzk6GjMaRjx/dszGZpN7DzbY3m6d2deHi6QoGKcJcjalKEuarkvddtibTTmYTZllKUmeY0lJUuRYUicblpQ4pknddglsC7nAel8z/jHZeMdQKOI053g05W+/fM5/+fwZzZrHWiPk7maHOxttbvSabHfrSCnfWbkpKwpmccKTvT6/eviSPz7d54vnhysXIADdesD9rS7t2tnKtKikbj2tRIWBZ9SQwsSRFyvYjmmyXkldrnIG1/KFJXsnY/7r588QsMSlyitk6Qo9cB2PZnz18oi//sNT/ubL5yRpRvIDrYL/qYYAOo0A37GXE105mF5INhbcjdEsJk4zJlGCIW9VTsDmWxHycZJxMJzy+8d7/Kc/POb54ZCTSXRhcfFDivks4ejVkN/+56/5D/+vXzOfJTiexae/vM3P/uXH3PvxDZrdGsYbpD4/VEQL/kN/dbLhOxbrlddN4NrMohSlYBLFTGYxNzfaNGse42nMYBQR+A61wK1M1CRJWhCnmYZawZUSQts06TV0shF6WpmnXCH/OZ1rud6Ndq1S4/lHvPp/b+HaJq4dcmejzY9ub5DmBcPp/MJ4UJSKosz58sUhX7884u5mm4+2u/z41jqf3VpnrVnDta1KVfHN+1xAmyfzhP3BhP3+mFfHY14cDXm818e2TH52d5Of3N2kEbjvnGyYhhZbuL/dQwpJXpYXkg3Qnb7RLOZXX+/y5fNDPrmxxic31/nR7XXubXWRUi6TjbdFUej1xrDqGu71x7w8GfPicMDzgwHH4xmDacxffXqTTt2nGbjvjU95NhbjxD/kRAMq3qqhOTrXPVUhBbdud7lxs8NsGjMazfnm4QGPHh3w9Vd7vHzRxzQla+sNDEPS6YR4nvjgyUZWFszSlDQvGCcxm2GN3C/5un/MlydHhLZNaNlkZcFgPses+CGOYVCzHW7VBX7F9XuX+M6SjcWEtHsy5tXJWFe3laLma25AWOmy7/XHHI8jQBNce42A0LWJKtzyotLhWAZJVrDXH1OUil4jWJKzFmZ0tmkSejY1z6Huu4xmMbsnI9I8BwTNwF2anrmWuVRCWuhnd2q+dmB2LPxLvAoUGjqSFSXTSDsEp3nBwWDCF88PqAeuPr9KkcKt/Cks09AkbimWTrsL8neWlyRZzrxa9I1mcw4GE3aPxxytqA6BrnQGjs2tjRaf3lqn2wheP0qlKFTGJD9ikh1jSAtXhnhG48K2bMug1wjZ7jZYa4YcDKdEcXphv9pwbMh/+1oymSdstut0G3rx49nWkuxVlOVSkjdKMsZRzGg2Z68/Ya8/4fnBgDjNyMsSQwo22jVaoc8k0pWpWZxewPx+qFgM0GWpZTaLoqx4CGrJR9B/03ChV9V3Mk9WQL/UogOWc9Cf8GS/j1F934bU7dPlfy//rrsI74IpXh26JmyZBve2u/yz6DZ/99ULxpF2Qz0/IcVpxsvjEXlRcjyesdmu0Qo9Qs/BsUzMiqxWliVZoStt03mqJ8FxxO7xiJfHIyaVAk23EbDdqTOOEo6GU5KseE2p6PsML3BY227xs3/xgEYn1MpRpnYE37zdo71Wryab725iXdxf4yhhvz/hZByRr0g26r6GT/WaIYbUMI17O13mSUaS5jRrHq26jyEl7YaGM9mVm/XymazGGYBeK8R1rDdOeEJorHvgWmy267xqjTWnJH0dijmdJzw/HHBrvfXOXcqzggnL527xDBZn/1v/ezKecTSaMYmSlfdXWSqSLGc00x4+C9W+02dw1XN5ilf+EPfA4tlTC9GP6pzyxbmeG3uORzP2+2NGs/klnSg9b42mc54e9PEd+/S8jNfHmMW56vnn7Z3L68bienUbAb+4t01RloyjmL3+hPEsvpDclpWk8fF4Rlmdw8PdY2q+S813cC3txq3PY3GsanmdklwLlsRpflr5n1fV/4pH1K75lYLi+zm3Vs3jo60OP+5vMJzN2T0asdefXHh/Weq57+XxiDjLeXUy4u8f7lLz3Qr1YGAZBqZxio3X94IiLzSyIanOLUoyojitOjYxo6qTOUs0d1KV6jXJnIvHcuZeq8jCUkBR8deMirCs+V4ay18U+p7UJrAZQgidrDn2ktOZVx1OU2q1ubzQsHLbNJbcq3/g+QnwehImJbiuDUJw+26PWsNjZ6fNq70BX3+5x2SsZXJfvOizvdXCbq9SOzz9AZbr5neKyuMjLwviXMOqFgmIIcTSsDErS6QoqDkOoe0wTRPGSUKuSm38+I5f5HeXbKAv1O7xiL97+FLfnEotCYfrzRqha/Pw1TFfvTwCpQlVn95YY71V43g8I8sL1poh3brCkC6zOOXRqxPSPMeQ65Sl4vPnhxwOp6R5Tug5bLRCtjoNTENq2M/XL5jME6QQ3Fpr8WCnR6fmIwKXl8cjfv1olzTPKUvF/e0uD+jSrQeXJhvL81NKDwRJxtFotvy7QBOuXcekVcGrmqGH79o4llmZ9VXJRjUhzpNMD5DTOYNJxGBFReh8BI5NrxlwZ73NZ7fWL6hIKRS5yhhnh5wkz3GNOqVVUFfrF7Zlm9ohfLvbYL1d48XRkCwvLhzD4nyPxzO+eHbATq/BR5tdek3tIGubBlJK0lzjxwfTOf3JnJdHQ14ej5iukGJ1LIOdXpOPtjrsHo3YPR5TlOUHSzbOPrink3+FPy/0BJbmBWlWaAWuPF9C2+aJxtUfDlbL9C7u+STL2euPebJ3gmUa2JaxJPDZZvXfy78bFezEYEkTEK8XE65HFNf/mobg3lYX17Y4GEx4uHtMmrMS1vCqKgj85vErap7DZrtOrxHoSd+2kEKQl9otdzDRifBwOmc6Ty8QmdeaIT+7t83u8Yh5mlPO4h9MsuGHLn7osr7T5hf/6pPv+3CAagzICyZRzMFgSn8Srew61H2H2xsteo0AKQWtuk+r7i8hiqDvmXZlgLW4Y86+dv73t91Xi0W359hstmtstGqMZvHFZCNOeX445HA4JStODSmvAq9cHlOVqJdVtTrNc9KsqJ7F0/9ePJP9ccThcMo4islWJDil0gp6w2nMi6MheVFiW2efwXPPZPWvIXUVe/EVnD2F6066r401i3PkVMHm7Hkm1ZizGG+STJtvvjoZ6w7BCsEApfT9M5jOebLfJ3Ds0/HGMpfn6Zj6d6v6XRkG5uJO+BZjzaroNgI6dZ80L3h5NCJJc2ZxSnlJB7s/0XPEo1e6U2AaEsuQ1HxXFzxsc+kloxTVtcmZnilKXTZXurZ1qdDCu0Qz1HP5YDYnzQv+Rj1nvz+5sNBXvD6ugubSOZaJ51iEni6g2pa+3xYJdZYXGp46T5mnGWlWfGtI6qLwtxC3MSt/lywvKMpSr0kMSZLp63r6U+hC4WyOEIIbvQY0wK1g1nGq1QZdy6RUkGTZaUL7w1R7/iBxPhGwbAPLNqjVXG7d7pJlBUdHY6JZwm9+/Yz9/RHt5yc0Gh6t9useVwvo4GmxQyeEqlTL8XFVXPrMVs+2LqLmDOKSSZYyzzMsaSw5TEVZkgtBYNl0XI9JkjDNUkqltADLO8Z3lmyMq8VznOU0A5d21TUIPQfPsRhO57w6GeFYJj+5vYltGUghmMwT/vhsH6XAs03SrCAv1LILMI0TLedYPSyTeYxlSu5vb9Ct+wSeroosFn1pXtAMXG70mmy262y0akRxysPdYwaTCN+xqPu6yzKLU379aJef3tl8Z7OzhdxYmhWMZjFJWjCcxVimsawwLaTPdIVLVzPiNK9+sjcqM3m2he9a/NlHm/z8o23u73SX0nHnQyCwpItr1HAMH0u6yDdoqLdCj1/e30Eg+LuvXvDqZExeXjSYKwq98Nwf6Mp1cGDpKmlVnV9U6OZV1WkSae31s8RhIQQbrRo73QZ/fv8G97e7/N7eI8sLprGuTn2IGEcJ/UnE88MBT/b6xFn+euW0PFdFVVpStSh09WYy19Wlk/Fs5fZLpRjNYn79aJcXR6MzlcbLqozyQjXy5lqLT2+u0a7pLtu7EBuFEPiuxXor5M/v30Ag+Pz5AU/3+1rybsUtppQiTjOORrpb6FSVcYFY4qMXKihxmr/m7NwIXHqNgJ/c3uCX93fwHZv9/oQ8L5in6Qdp8f9DiHmasXeifWbiLLt0cVEPXG6tt+g2gqVnxiLEJf99ld+vEp5tsdVpsNkZ8+xgcOH1rIKyDCYRx+MZvmPhu/Zb79uXRyOeHw05HEw4HE2XXYsLz2D1t/LM3+apLnr0xxHRii5jlpdM5wlPD/pkeUHoOReeQSlXVP/PdR9/eneLX9zbfqMM8mWRFSX9ccTBQHc5D4fTFWPN6nMtSqXHznnM8WhGml1crOv5A57s9fnffvVQS5ev6Nac76ZKqSEcppSEns2nN9e5vd7Gdy2cFd4y1wmtMCS4sdbkf/z5PTbaNX7/ZI9XJ2MOBpML/hvnoywVGfq7SxeL4+V8yVJJJ606pt+HiuFWu4a4v4NlGjQDj8d7Jzw/HFw6rsLCOLdAJXocncXpUtFxkWSXZxKDRXH220ZcJWZ7/QmHgymurRPsBQpBz9my0mA/VR7SSYpOftK8QErBYKrn5DTXQjmGENSD025N3XNR7nf7fSzuiVN4pzrTDfjwxzIcRoyGEUXlZ+T7Np5nL6XOp9OYvVdDRqM5WV7iOCZh6C55bedDy+ca+IHDfJ6xtzek2fKp1b1l4iyrzqRlGpWk++pj2wxq/MXmznJOWXzfSaGfHVNKTCFfK0DFRUHDcWm6HoH17YQbvrtkI0p4eTwizXIagcu9rS73t7VpXpLpFuOjvRM+3ulxd7NDzXNIs5x//7vHfPnykFao+RBJlpNX8I+8KJnOU+JMPwBFqX+v+Q6f3lhju6shQvMkYzzXFdWiKGn4Hg+2e3QriNaj6ZzHeyfkRblUcmj4Dg93j3m4e8xGq8aPbl08p0V7a2Ggd9lYcFqdKxivUOV4lxDVQBD6WtP8p3e3+J///GN8x7p0IhRIbOnhGnVs6WFLd6WD+OJmbQQeP7+3jRSCl0faBTqqBsezUZSKIs2J0ylH56RVrxJSCCzTYKfb4M8+2uIX97e5v93TC4jRbGVr+n3FpIJ8/PUfn/Lvf/u4qowWr1WIv00ope/93z3eu9bnhADL0FXJf/rZbWq+hjGt4tBcbXtCV89Mg5/f26YeuDpB7E9I85w8v0j0XSiuJVnECdGVj1sKQbvmc3+7x4/vbPLze9taneXZPqNZjJiIC1Km/xg65knGq5OxVqFKL3bzFte37rvcXGvRrvsgoKgSPa2M+G7V6KtWyjzHZLtbZ/e4vvJ+1M7K6VKVqhV6uLbF2yDJuycj/vbL5xUv7YCsku19H1GUekE3q7ouVw0pBFKKZRfg/14qfnZ3aynxep3I8oLD4YQ/PNWqe58/P9BFshUk+3eJRSf12eGAZ4cXk8DLYnFP2Zbm6v2f/9mPaYUepiG/fbJRKddsdxpstuu0a/4Snjaczkmy/I2L8lIpyqqw821NXoXQz8b7hvNstOustWqElb+IEHA0mlay+OXKuUSxeE7KC/y5d4nFucmF4e8lJxlXCIMn+30evjzC92wC18K1dGK5WKSbpv7uw0rOXwiqTovuTGW59vOZJxmzRIuDmKak1wjpNQLWGuGyyPsh4VOLRGJx3EWhTffSNNdw+BLyvCBLC9JU/x1OF+jvUjR4UyzI30mSa9O+dkiz5WOZmuvQ7095tdtnMolRKDzPolZzV3pmLMYY2zap1TyGgxkH+yPC0KG3VqcsSxaeaLZt4nl2xS9cfU4bYY2NsPZ697v6cpad7uq1rCh4Ph5xHEU0HJea4/zpJBtlqTN0IbQ87Hn/hkUWL4XQclvydfzi4uooqLTxVTVIVW0lFKaU+I615AssT9KUhK7DTrepDenSnK93jzgazVhrhpyMI5Is19lh1bY1DMlWt0HoO2y06hfOZ3EerdBjs13nRq/JYDJnMn8/ycRlschG11o1tjp1Ptrs8FGVuPmuhWWsypA1QdwxApr2Nr7ZxhAmpnBWEsQXsZDAvbPR5n/6+T3WWzW+eH7AwWDCLL5c+/+qoVvkBrfWW9zZaPHZrQ0+vbnGVqeOIfWCqtcIP6ghkir1RJZVEIZFBen7XgorhU6qM6oFyWJA/XbblULSCF1ur7f4lz++S6fm8/DVMS8Oh0zmyTtPfIsFy1qrxu21Fh/f6PHZrQ3ubLSwTAPHNpcuwZVD2z/GiogSzZnZ649XiiV4jkUz8JZKPVE5Z3c6oVAFCmjZIW27TqEKsrLAqdy5kzIjKzNsaWFJk1wVFKrEFLqDXKiSUpUYlQ1tWT3bljQxzzl1n6pShfiufakq1WSe8OxgQKPqZL/Nibqo5og0L8iqyuD3HaVSULI06sqL4lslykWpK9pLf6byhzHWlKglJCkviiVv8X2FECARbHXq/NWnt1hrhtzeaPPiUENqR7M54+jDzJ06kTIIXYdG4BK69hnex/sJAXTqPkL0EAhu9Jo8Pxzw8mjE0WjGYBJ9kO/ZqBLhds2n1wh4sN1loxJwWLXIX3Q1ojjFNKUurnounm3hWAbzJF9C0aQscCyTwLUZRRouaRmSuu/g2VZFopbYlknD154RjmXiOxbtuk8z8DBXrkfeX2RZwe7LAa9eDTjYH9I/mZHnBYNBxIvnJ0ynMb/77XMOD8Y0mh5h6OJ6FltbLT778Q7dbu29Ho+Q2rz16GjMq91BZcR3CoVaeB/Vai4/+9kt7j/YYHOzuXQDXxWNhs9P/+wGQWBzsD/i6dNjhsMI17WxTElvrc6Nmx02t1o47pt5d8vjfMtrhpR0PB/fsrCkxDZMnG/5XX63nI1SVZ0AWUGL8mWLboHAUOiBryiqNiNqWV0SAvKiIMn1A7GATumKDhiGwLUrItmZwcSUEsOWrDdDfMfi690jfv9kn3oQ6RZgRWY1JJyarGgztJu95jmytQ6B3lcz9NnpNrmz0cGQg4p4VVaTiF4cqqpys0Qkq7evtc5WYZbukUITfR3T5PZ6i5/c2eSndzf56d0tbNNYacCnt6WTDQOdcFw1tOqGzc21JnXfoV3zyYuFO+aMeZItE76y+hIuO6+z57OovHiOReDafHprjb/8+CYPdrrc2egAutu1gOJ8KG1yOJVLzKqE431ier9t6HZwsezavY/JX1ZJnO/YBK7NTreB79oUpdJ4YzVfml/ppOvi/Sqq/xOI5WBqGRLbNLi51uQvPrnBT+5s8tnN9WWi6Fqas+S57+4SfHr+JZCjj8pCiD99UPDi3KJKdGG/PyFdwVPyHZv1Vq3ikVkM1Ihnsz2SUmOmb/rrhKZHXGTMi5jA1BLYs3xOVCQEpouHTVykZGWOY9iY0iQrsyrZMBAIcpUjEATCw1ALgqf+5mzLpNMI6DVDapWwR7ws+pzGJNLJxka7xr2t7luvQVHqBW9WXOSHfZ9xtrqeLZMqxXVBaAsieF7xwX5I57hACiwgO+V7LrgsqrTrrRrrrRrb3QZ3Nzv87ske1iOD3UqUYpHkLAuJipVj0MXtVx29FfOMbRqEnkOnHtCqabELzcM5x6HhdS7T2W/3Tb8v5ud2zacVevQaIZ/eXOM33+zy28d7GC+PSbPiFP53jXN7faw9i+HX5+daJr6r5+j7Wz3u7/RYa4WErnOBtwm6czqYRBRlie9o8Zxm4OJVXW8h4mpO1IUO17EIPJ1s5HmJa1tYpoHvWBqWbRqUpeY/AUuIYrvmUw8uyuq/KaQhsS0DxzHxPAvTevuiuchLDvaH/PH3L/nyi12ePTumyF8vVDx7eszzZ8c6GXItGg2fn/z0Bjs3OheSDdM0cD0L17UwTGPlNXxTGJX07WQS8/zZMdNJwmyWUJT6eoahS6sd8uDBJg8+3uDuvXXWNxpv3Ga94fGjH+9gWQaTcczz5yc8+eYQpcB2TD76aA3TMqjVPIq1tydPbzOnBTCFoO15gHfpe68b31myodv+TZ4c9Hm2d8JwNmevP6bm6SzZcyzubrQZzeb8zZfPcSqpWCkEdzfbSzfr3eMRzw+1hntWYR3dKsu+LBaYwuPRjL3BhFcnlVFWdUMuiF6Hwyn7gwn+PFk+hI3AJc8vPjRC6Em3GXr87N4W6+2Qk9GMk0nEcBpXlZpYw7zSjHllsrWoni9wuIuBVbdAxRJHa1smbkUgC1ybuu/SDLV6VrcRsF7p3feaIValMPOhwjQMar7LR1tdTNPgs1sbvDoZcTDQxn6jWVxVxTOt21+d32IhuiA9Lxa4zdClFXpstOtstmvs9Jpsdxu0zniDLKAi3Ub4QZON/15DCkHg2mx16/yzH93m1nqL3eMx+/3x0h1+EsVESVYtQHS1cwF5cyp1mEbg0qn7lSRqyHavwc1ei7VW+JohpGMtOhsLd+B3WcooIEWVQ8rsS1AzpPUThHnzfV2W7y0WSe8kSjjoTzkZRyslb+uew+31Fr1mgCElZVGSqYJSlctFiEAQFwknyZhRNsMUBvMiIS5SpNBu3lGekJQZNcsnMPT4pkUkNAlVIvBMlw23jWFJDCFPnb8BQ0gC12azU9fjZn+yUpXq2eGQu5udH9TC+h/j+4/Qc9juNrAtkxu9JkfDKYfDKYPpvJo/Y8ZVNT1OM/JccwbyoiQv1VLQwKj4JnZFendtXVkPXZua51IPXFo1j04tYKNd4+aaLh4uFscluqg5L3IMIXAMc6nYIxCYQlKgk0RTSixpkJW6a2gbJs4Kwqxrm7RqPj+6vUGvEfLj2xscDnV3oz+NGE31uUWxJn5nRamhPlU3b5FUGFJimfrcXNuq+Jl6Dq0HzlJsphV6tGoe7dDX0HDPWYrOnI+1Sr1uMaa7lRKnZepnPMkXRVyFlIKG72pSvmEQt2oVskJWqoSaC1Uq/V6BHscWipvXjfX1Bj//5W3uP9hkNou5daf31s+Ylva08Hybew/WmYzm52B5p1wNISSmqZOZbq9GuxMutyOlwLJMPrq/zv/1f/lLPM/i1u0uzVZwLUnaesPjhmzjeRb37q2TpjlpljHJRqRlRNPr0AyatFoB7XZIo/H2xbxtG7TaAQ8+3qRW9xiP56RJDgoMQ9Jo+ayt1Wm1g5VwrB9KfGfJRs23cS1DEwBHU+ZZxnA6p1sP6NZ1FtwKPf74/IAn+yeYhoFvW2y062x3G7iWRZRUKiejGf2pu1SlCBxbL7irNp59jiST5SWzOKM/1QnOJIqX7T/t7ql1qeM045u9k6q6rXAsg8C1V5I0FxUT2zRoBC4f3+hpbsgs5lVfa3wfVC7b48pYazpPiZJ0CRU4K20oxKKTYCwrBzXPoRG6tEKfjVa4hGvdWGvhWMZShvR9x/kK+qLD4TsWN9aa9CcRLw6HPDsY8PRgwH5/zNFoqlUzlovTckl49mwTz7GXg+JWp85OVdm6s9GuFLmM1/YthL5n1poB7bpPI3BRLHDpglpF4v+2IUTV+RJCa7kvxqZKucG2TRzb/F4txUJXq8qcx5fmiypklbRalnFlPxcpBb5r4zk2a80an91cZ/dkzMujIU/3+7w8HnI4nDGczomSlCTTk5MhpJaCdnVVbL0VVjC4Nnc3OzRDD9c+7SymWU6S6MS+7rs0A5dm4C0rZwAIgWebuhL5xqNWoFJUOaDMfoMqjxDGOvCnn2ycrSwvlNdCz7lABFtv17i72WG9WdPV2UItEw1bWhgVwS8qEk7SMVV/lbTISMucXOXkqiDKY9Iyp2GF1C1v2dGYFwmFKnEMi6ZVo2b6BKanCwfVMSySmtB1uLnWYjiZV4nS6yIOpmEsFeeu0pWzDKMyK9T3yQ8xvAq//i5A9AXsxLVMwqqYdZ1YcDKKvCRPc6QhsRzzvRaa6r5b8WveP7fhbATVonm9VePHtze0UuE4Wio27Q+0SMIkShjPE+3BVKmQLfgCUlYwHtNYytPXfEcX5WoBvWbARqvORqWcFnrOciEPGqaalTmzLGOcxhhSElpO9bwUSFElG0qRlQWWNHANk7jIiPKMhu1iOx4odYp9F+K1QsxHm11mSco4itk90rLgeydjDoYThhNdkIwrWdskyykKddotNg1cy8CrOhCNKnFq13zWWzU2OzXWGiG9Rrh0C3/b2N+pB0uxm8veel7RDvR9sfj9/D7Ov/9d1yTdXo1u7/XKvB43ChR5tX0BGIAEFKYJm1sNNrfOdwcWBa2y+qxCYFafvchp0dwHwc2bHW7ebFcpii4CC8QZpTxV/X1xNK/3u7zQwAoc1jZDDGFWcrIlh/ELJnmfrrND0+qxWGSc/fwSSbB8Te/DNA3qdY963ePW7c6ZY9M83LPn8EOO7yzZMKREWIIH291ll8IyDQLHwqt8M6QQ/PjWBjd6Tf2gV+oYnmNhSElWFBqnnGS4lea2JnVrDPGiGmAaGp+5CMcyaAZuxQPQxPO8VASOrhC4FV7x3laXRuBVsBC94Pcdq3LifHMsCHb1wMUwJO2ax+2NdrX4Ph0kV3U1lDqVOVuoQlhV0uHYBq6lFacW1Rqnksj7kHFWseBsCHRyt91tUPMdbq41mcVnkoxKJeZshWbBzXAsA8fWUn+hqxOpVYvorEzIVYZpmqy3a/wf/vwBn97qEhczCpXhGiGdsMG9re63Trh826JXD+i6Hg1lQqbJ0ov78xf3bvAXf3b7g068b4uNVo076y1qvvva935wPOHpyxMms4QoTvn4zhqf3d98p31YpkG37uNY2tvm05trRIme4LMKZ1oq3dkwqu/TNiV+1XWrV11A+1zr+esnh/zNb55iOyatls9f3LvBn320dWH/H++sEXi6aPDfY8iqeHF3s8P/8i9/ymA6X8kN6NR8Njt1uvUA0zAwhYFr2NQsnzWnhSMt4iJhms8ZZVNcaeMYFlLohNoQNq6AwPCWEFXQnA2F5mh41TZ90634HAWmkhdQQ+26z1882OH2eotRJf95NkzDWELrrsK7urXewjYNfnpnk+Fs/i2u5oeLj3fW9Fz2Dp+1TYPtTgPHMtlo1/7/7P3XkxxZluYJ/u5VrmrcnLuDsyCZGVmVxbq7qmt6ZkdmHudhH1b2r9wV2ZWdFpnp6q6eLtJVSYMHOODcjZtyug9XzdwdcAAOBCIzMjO+FGQA7kbU1JTcc85HGPtv9xmLrCBLcw6eDHj0+S79zQ73/vT6e024tw2dm1t9+i0X+1uKw98Gjmmo96zv5UG8ohpztf3veXeu03vLgmK9uMcsbH4dU8c1zeUkwDL1l67hfpawH8yZJBFBlqrmkqYv3RxVMVLWkzyxdJYMshQ/S7nXXeHj3nrt4vMqNyE11W27NtqaoNt0ubnZJ6xtetPa8GaRaaEWter9FywHVVDp9f1TxzYX6xLVLNLqKcP7xIsv96aX/y5vj3mxR57v1nRZHU1bR5N9KlKocoSwQBhQ1UWF0AFJVeVUVURRnlBVOZq2ghQt9fgXlr5qmV9S1lPivErJygRdWjjSQwhV3CRFRFQEaFLHECaGNNGFSVHlFFXOMN1nlB7R0ns0jR6O1kAXOnHhM80GOFoDS9p1sSAxpY0hlPC6pCAuQooqQxMGujDQpYlEUJ7btoysTNCEjqOpoub3Ad96KxcVX5zmhHH6kqjPrE+QRerm1bUuV1Y7SpRWneox1GtBp+ECp2Ows9V6VVVsdJtU1Skfc/GYBXpNVy12K8WNXQioDF1NKdbanupa113Us4FNi05dWQvQz27bm3B20nGZ4uTbYhH6sxgRnt+P1ZJ3v7hwnl2QV/X/VZyKAKVQF6wKZWUbpzlVVWEaGrqm1WPSipISw6joGgbdlgE0WVThQkgkWn3Slsv9UlUlJWVdx8sz36fqOlTImiNcUVUlUeGTlhGu3qLb9PjLD6/wsw82mGUDsjKhbaziaM3lxaGoSorqtMo/7Q4sOgSy3raXCxPHNFhpeWy2m1xptXALjTBKQQhkBZ9c2eD//jc/ee+uFe8Dw0nAVw8POR7OGc9CHMvgw9ubb3XjWTxW1+SSTsibp9eXxrP9Ef/H//UVN6+u8Nd/dosPrq9x40r/UqPpqiqBBKqFlWlBVcVQhUB+5nEFVAmnOo7FNUgDYaIuc1L9vkqB4oXH6SCs+jESSKGKYNlFUx2yZUdNGAjxfql9yh1FY2e1zc7q6zm8Z2FKnabusGZ1uOquExUJ8zxcCsAX3TmJQAqJVRcfpjTQhUZcJMRlRlEqfZytmeqPVMWGJrRXTiXank3b23hfu2CZufSHCkPXWO00WO00+PDqy/lGb0IaZ0RBwhfiIfpXJ9xY6fM//sWHtPvvV+R6EU6D5lQYZJ4rC/CFNnE5DT5bANQ6Ql2XnO38XwSVOK6olr8tRHnGQTDjJAyIi4yyXlcoupQkKQvCTImiHc0gLXLCPMOvi42uZXOvu4qsXs+BP7sueH9ny7vhMveGt23efdcd9aIYkOVfIzAR0kEIHSlcysqnqmKEcBDCPFNsuCA0qjKgKMcUxS5VlQEFaCDpQG1WsVyLUJKXKVldZKRlTFomOFoDU9polXpMUkb4+QQpJIY08fQWumZSVgVZmTBOj9gNv2bNuoYUOrow0DSNuAzxswmBPsWSDkVVIIWkqXfRhL58fpjPVCEhdUzp4NJEF4YqMOpty+pts5aOoto7OxD+NvFeSqKqqvjqyRH/5ZcP8V9wY7p7ZZWPbm6w1lUX2QWEUO4UrzpOX/3zxcL21duTZjnzIEZKSeuMh7EQnC4aX0PZeNO2fR8Q1fkGAnWBXFBbFgiitM5G0LFMFVila/KMp3tVZx5kVJUKCTMNnawomPoRT48mJFnOerexFHtJrSAq5sRFQFKEdWdUU3+QOHqTht4lKSKCfKw4ksIkKUOiYo4pbSzpqcIGSVKGZGWMrTWwpUdJQV6mDJJd5vmIVesqXXMdTegUVU6QT8nKGE9vU1Q5ceETl2pbACzNRSBJy4iiyiirAk0Ytd1vA1droL2wSDQNnXbD5pMPdui2XQ6OphwcT3l+MObZ/vi3+ZX+gJeQUWZfUuYPUYVCCQioIqpiCHUyLdWcMvuSqtinIls+VsgeQr+L1NZBuFTlgCr7kqoc1Y8r1OO0baR+FyE7IDzK/BFl+gsQJkK2oYqpqggh2wjRReg7CG37d7ZXzqJleFzzNnE1JQi1NKWJueau0zObTFKfaeYvi46O2aBvtrGkgSE18qpcOlEB6EKiSTUx0aVWP05fpgD/gD9OFEVJEKaMJwH7R1OOB3Oms4ggTEhr/aOQEsvUcGyDTttlpd9kY63F1nob23q9rvJ3A7HUSspSIoRqzlVUJEWhqIKGia3ruLpBnOdoUsMzTNaqihXHq8PQfjg3vksIoSOEg5RtpGgBGmU5piwnlNW8LiRUM0gIC03rAxp5/pSiOKYiQ6CT51BVGbou0eopyWImk5cZYeEzy4ZMsmMkGq7WxJau0qLUa5O8yqgomGQD/GzCpnMT120vJyNFlZOVab02Ot/crCiJi4BpNsTPJ1RVyZZzG4HEzyeExXxZTMRliCkdNuzrOJq3LHIm6TEVFa7WwpCqqf37UGjA+5hs1H+eHI74j//0FYPp+XCzf//Tm7Qaige6KDZenEic7cQvwlA07TTgBljSZYpC3RwXO3gxSVGdQTWliJOM0TTENDQVJiUFRU3tKc8IlxfP1+qpS1FWFEUBqO7MIlhH1gFrF4Xl/bYvoEVRkpcl8yhhNAvV5EbTEFIVHFlRkmU50zBm6seKhmXqtF0HzzaXnPAoUcK7OM2Xaaa6ppHlKnTw0cFQca2plIbENhEixc8nBPmUtIwoqwWPUqrqnBJXa5GWIZPsGIHAlDZhMSfIx/WCv4UmTHRhEBQTwnxK21hFGGJZ3U+yY8bpIY7WwNPbyzFlUvikZUxeFxJhMcPPx6SlopxYpQdURIVPUWUIJLowMDWHihJLc9A4X2wYhoZhaNy+vsrt66s83Rty/8kJRVGye/BDsfG7wIKnSxWqhX/2L6hLlV7zbguqykfQPNVw5Pcp8/v1K5RABnIVTZiUgNRWqIpjyuwLyvKoflxBVWXIygdhIwGh2VTFLkXyXxGyjdSvUVUxVeUj5TpoMaJsUcl1aobyYqs5y7NdfpZzE5T3r7HydGfpOAVgCokpdRq6wyZ9ngaHJEWKLjRKKrpGkw27u7TAvQjfv0Xh7w5JlBKHKaZtYLsmcZgQ+QmmZWA6hrJhL0+zBIraIKNSNoRqCi8Fpm1gmDpCSqqyJA5T8kzpLoQQ6jUAqSsRq2HqlGVJEmUUuQpSzdKcNEpJopcZBN8VyrIiy3L8MOX4ZMbz/TH3Hx3xdHfE8WDGZBYRR6lyc9Qkjm3QbNisr7a4utPj9vVVhBD0Ox6eay0pP9+HY2zRtBT1/V4KiaVpSj9VlZhSw9GN5Z+kyHGzFF1qmJrGiu2hi+/WnOUHgJo2awhhI2UDqCgrNbUoywFlGVBVKUI69e9V4yTLH1AUx0jRRMiGMgQSOlq1QkWzZkKoQrGsCpIiZJ6PGSYH2JqHozVq+pRQ648yWq4/ZtmQg+gxrt7iCnfr7VwEMpbLycfZ0OSKiqIqSMqYWTYkKxO65jq25jLJTpjnIwSSrEyYZUMs6dA2VtCETlyEzLMJw/QQXRjY0jtlavyeHH7fC7JXBcRxRhCljKYhQZjQajq4tkGSKnvcla5ykBiOfYIoRdMkVQVRnIJQgjPHNrBMg3mYMJoEuI7JardJnFbM/Bg/SAiiFNPQaHoWRVmRpjntpkO/4zHzY4ZjXwU4mTphlBJGKc2GTath49omtqXXNxJ+J1/0PFKJ16N5xGge4tVCXc9RU43jyZyD4aymqcHhOCbNCm5t9dleaePHKdMgZn8wZRYkyqmj5S754WWpCpq09oEXiCVHOa9S/GxESUXP3CQrY0bpIXkZIYWGW7bUOLLKiAuftEyoKJFIpNDJy5R5NcbVmuham7Iq6k4B6MJASgdLOjT0bj3B6OLpnfoEjBFCUlJCVVGQE+YzkiKibawghGSWDQiLGXmZYmsePVPpF2b5gKiY06rebL/5A74PqKjKKVV5DFUA2EjjY6S2s/y5yDIgpSoOgBKqDCHXkfpNhGxRVSFVOaXMHyOKI9Bvqp8BUruG0G8ihE5VBbW71a+gitBkTxUw1RQhNhH6PaRwFCcYGyEcRbkqxyDsmqZVQFWA0DgVLyqOr9q2VP1d2MBv11mtZ7YwpL7UYDV0B0szf5hUXBJ7D4/48l8fc+3eJh/8+U0e/OY5v/r7r7j2wRY3P9omrhf/mq7ySaaDObNRQJbmyoKzKDFtg+sfbrN1YxXHs4jDhC/+5SHHe2OabRfd0IiCBE2TtHoN+ptt1q+sEPoxD379jMlgTlHrYYQQDA8npPG3C7i7LJI0Y+9gwpPnQ7745oCnz4eMpyFzPyaKU5L6c6pANaVHTLOCKE4ZjHx298d88+iYj+5u8snHO7Sbjiq6fitb/3ooDQbLe1/TtNjymji6MlrQhUpVX/wpyoqsLJGiDtQ1LraX/QHvF1WVUFVTiqKgKkM0bUUVD1VEUU4QwkSKNkK6CGFSlnPKKlQFiDAR0kPKFkK4SFGza6q8vqafhylt2sYKnt6ia67j6S00oREXAfN8QpjPiQufqAjIypSyzjfSpYEQElNzMDUbR2vQ0DvowmRJdUejafRoG6uUNVNDCklaxoT5DD+bLKcVhrQwNWcpMK+oMKRFy+hjSYeuuU7D6Pze6DXg+1JsVBVBlDIcB4xmIWGUIqXq9kznEVVV4TmKHjCahsupBUAUZ2iapGxWNWdUkiQZ80DRuYqyJMsrhuOAeRATJRmGrhHFGVlRENcX7V7bJQgTDk5mOLZBw7UYzyLG05CNlabSfRgaNjppnJGnOYapo5v6UvdR1t2sZRFySmVdfk5QOSOLH75thyfLC+ZhwsSPGM4C0iynLCvatbPJeBbx6GCkqE+uzTSIGc1Dei2XbsMliBJmQcTReM7Ej3FtQ2kyxKl/9/KzwDI5V0pBWeXERYgmdWytgUCQlxlpGaFJnbSMSYqIpAiJy5CkCMirDFu6OFpTiZzKjKIOEqyolOiJgpJSuengYmseluaeE0/lQqripB5l5mVCUgbkVYIhFbc8qxKiwqeschytQcvok1cZo3SfRISU1ctWot8GS4eKqiJOlLVxlqmcgEUzW9ekOm5sA9PQX9LWgHIhipOMNC3IcuVIshjD6rpUokBLBWGe5sC8eduKoiTLS8I4JU4y5T5lGzWPWp0/ZR1ymWZq+/O6i4pQpg6GoZxejNqU4MVtz7JCmQOkeZ28rp5r1gV7kiymX2+1Z6GaUxUnVFUKwkXqt5DGj6mKPcrchGKPqvCpykH9nBKhrSCNjxHa5pJalWefURGr1xQWCA2hbaKZPwXhQDmnSP87Rf5PiuvLn6FoWJHiAmvXkdoKiJbShVSR2rbyBCFaIJtUlQ9VjBAWFRbUAkXFIc6oqhCoEHKFhcbpt8XRbBouTePVwZ0/4PUYHEz4/J8fYJg6d356jYMnJ/z8P39BmmQ0Wg7+NCSYx1iOiW5qHD4dMNgfI2ojhzzNMS0Dw9IxLI3VrR5xmPDws12efLHH1o01vLZD5Mfohk6W5RiWTrvfZHIy59HnuwwPJ+imjqarCXs4j5fFx3eFRYDhdBbx+OmAX3/xnF99vsvu/nhp+mFZBs3aEEUIpbksS3XNmfsJg6HPwdGUJ8+GJElOt+1yZbtHv+shtPPZLb8LaFLg6DoNwyTTSvq2y7bXpmVap0LxC7Zx4b60+On3YUrz+4iiVCwVP0+Zp4mirwtJ07BoGdYZBoyGQC3aK1JAIrERwlCFhmzXxYYDSMpyAlWpphxVA6n1lr+Xool4TcNHFyae3qahd2gaXUyp1lVZlRLkU8J8TlKGpEVMUeVL+qkmdDShROO6MGonKlkXC6fWu47WoGOsEOQTyipHICmqXK1pqgxKkEKrX8tCCuWeBQJdGLhaE1dv0jS62G+RmfYqnLpswSSJmGXKUVAKQcd0aBo1Ves9HOPfi2KjLCuGk4D94wmrvSbXtnrYlk5ZVkxmatKxSFsN45SZHytBmW3Qbjo0XIt208apExWT2u99sWCOk4zBOMA0NK5v9/GDhMPBjCRVB0uv41JVKkhu5sdIKdTkoyhI0ly5tOjKzaUsSob7I8aHU7obHdorTQxTR2qSLM0p8xLd1JCaJM/UolOrPa+zekpjOSbaO/ohL7ztkyxnMPUJaleLfktRKeIsZx4m7Ky0ubbepaJaOhhNw5gsL9CksvtdeJ2vdxu145fAMVWuh2upZOBuw6Hl2eiahijUaDArE7WAL6KawgSaMEjLiEHyvOYexmhCx9JcJBpFlWNKB0t3MaRVTzw0dGmSljHT7ASJxNUXlKmIuPAJipn6XEWAn0/w8wnzbMTZy/00O1na05nSJi9TpDjlY36XqCpI0oJHzwc82R1yeDJjOPaV9a+QdNsOG6st7t5YZ3ujg2MbmGfoK1UFk2nIw2cDnh+MOTyZEoQpeV4uuc/Xd3rcu7FOt+2qULxLnvgzP2YwDvj06z0ePDnm47tbfHBznZVeg05LLUDTLOf5/ohnB2N2D8acjHyyvFB6J89ifaXFnRtrbK23aXrKc32Bsqw4Gfl8/fiI3YMxR4P58vjaWG1ydavHwfGUqvZhf4u9WgvB58pZRHZOBdzCQ4gWAlN1fEofhAvCRoh23a3SQHj1c+J6GjJByC5CNEE21WMw1N+FDlVAVUWoy65UP5Ou0myImqZUDqiKXaoqULoRbQNBSpU/oSoO1evLNgiTCgHlXBUmlQ8YSOMnCN2GpQXjD/i+QwiB0JSBRVbbzTbaLnlWcLI/JvJjojClu9LEtFx0Q8drOVy5s8naTo8oiAlmEePjGZ/90wN++tf3sByTOEjIs4L+Zodr9zbRTR3T0rFdC02XxEHCdDgnzwpWNjvc+vFVF4SEdQABAABJREFUdFNjPg7Yf3xCMPtu3bryomA4Cnj8bMCvPn/Op1/uMhoHSClwbJOVfoOb11bZWG3Ratp1uFvFPIgZDH12D8Y8eTYgTnKm84j7j4+QAv70k2v8xZ/cwHPNN2/Ed4ymYXGz3SMtVLaMo+s0DQtz0Xx7zXN/KC++PaIiY5rG/OvJc/7b0WOkkDR0k3+7foO/3bqJVu9lXbuCsFwEmmoWCQ8pLISw0PUbShyOWbtQqUkIVcrSLlfYqsAQOgIDIaz6Oa++Br/47RdlRlwEZFW8nDRchEUDdZqdoEfGcjryqtcF0IVOy+gjhCTK52RVWlOklObVECYJ0fL571ujUQFpmfNfDh7ydwcPAHVu/C87H/Bv1q/VGUvfHt+LYmNBh5r5MWsrLZqeha5rqhgoS+I0Uw5BgB+mBFGqFpamjueadNvuUgiukpbVIkpLJEmq9AlBlKBpNp5jEsUZfpSQ1nqFKM7ww0TRrMIExzbq5G/VqSnqdOmyTsmdDubsPzpSXNqyUmNhTRD7sYqi73jolk44i8jTAstV9nRFUaIbOrqpvXOxodf6CctQHs5RbU8avjBWl0vLPGUHKBBLLrGUgoajRsD9lnvOAcSUi8A25UJzdmGrSQNHayKEWDo2lBQYwsLVmmjCICkjyqrArJ0SbM1TzmBlhqs38fTO8vUsTTmPCaE4kQsRqy5MTM1GcSUXhWOhihNhqJO9KlUhIyRl/VxLOhjSXNKoNKHXWg1v6drwPlFVENbUv4dPB3xxf5/B2GcyiygKpQ1qNmxGk7AWxcPmentpWJDlJWGUsH885auHhzx+PmQ48QmjjLwosU2dZsMiSTIMTePqdo/NtTam8XpjwjwvyPKSg5MZD5+e8MX9A+4/OabX8bi61VNBTGVFmuVMpiFPdod89fCI/ZMpo0lAnpfKdMAxGU3D5ZTk2nYPo3aWyfKCIErZO5rw2df7PN0bMZ4GlFWFqWv4QUyS5hwN5uTL1OW3QV7/EfWNQXFnBTqVMDilKS0oTGZdaMh6f9QL+qqAKlN/KEFYte5D1I+t/17l6rWW+1MD1AheLKwJqzlVuVcXQsny9aviOVX+FLRtIFeFBiWUU6pqBmUA0qtdtEp4h72xMIQKgpjpOKQsSoQUNBo2zbbzkrtXlhXkWYHvxwS+6lYJIWi3XZotG3HBlCrPCiaTkChI0HUN0zZoNG1s2zj3uCIv1SSrtmLN82KZ2lsuKaYgpEDW0zHD0LBsA8s2lu97UccYYDaNmM8iykLpXRotB69hoWvasnHzJuR5QRLnxLHSXJT1ddp2DLyGfenwK6mrLIsiL5jXi+3umlo8jI6mxFFKFmfYjondUPetRtvlyp11bv7oCuE84mRvzN6jY052R9z6eAfTNsgS5fbXXW1x9e4mXsvBrPfzfBJy9GyAP1HGF52VFrd+fAXT0jneGxP5CbsPDy+1/W+LsxPLg6MJ3zw64uuHSqMhhKDhWWyut7l5bZUffbDNtZ0evY6HaeqURclkFrF/NKHdcijykoPjKdNZxN7BhDBMaTRs7txcR9MklvW7pVMttBhvix8mGe8HSZEzTWO+nBzxvz//Gl1IupbLhtvi31c3lu5mmraCpr1MgZbyIte+F6+tl3UTlejSxKwsdfeQ5rlFvVr4G1S1bW1DV7pRR/POvYMprWVxERVzmlUXEFjSwdNaSsch5HJtZEirpkf1FJUcSVyGta2tWrfoUlnsFpUFAgxhcTZf49tD2S5/Pjnk//vsSwB6lsu99hp/uXYVubigf0t8L4oNIcCxTVzXZDDymQcJ3ZaDaei1vavgaDhHCMFkFpLnBWWp6Etn0yzzolCOGbOQ0STEtjMGY18VJrpGmuY83RuRpDmmfppV4QcJD5+dMJwEioNaL8o1TWJbBlGccjSYqX+3NNI4w58ECCnwpyFlrm66wSxEILj6wTZu22Xv/gH+JKDZa9DouHgtl2avgdt6d3u/JM2YBDFhklIBSaZoVYsgsJZrs9lvMQtifvlgj9E8JEoyVloevabDPErIouKNp2BZVvhRwpPDEUVZsrPaxrEd+tY2RS0Mn2UD8irFlh6r1lWMeuRYUiyLA03qyvq2KpcnzQKu1loKuYWQWNJFCo0Va4eG0cGWDUyp9pUtPVVIVFntXW3hVR1KitMgwHpkWVEqYbi00TFZt6+joS8pWe8LRVnybH/E/ScnfPP4iOE44MaVFTbX2hiaRl4UHA3mTGYhn369x/Fwzt/8xW2ano2UAj+I6+ce8/DZAE0K/uzH12g3HXRdY+ZH9fMj/v5fHvCT+TbtloNe5x+cx+m/gyhlMov4zZd7/MtvntLvevzNn9/mR3e32Nno4DomeVFweDLj6e6Qrx8fczScc/PKCn/10xsYhkaeF5wMfcbTkN98pbbdMnVcRwUMzvyYR88GfPngkKd7IyxT56//7DadloNlGUxnEUeDGaNpoCaTac7bQAibSnhUnEA5q3UPpdJdVPPaTUoD0UBIT/2snJ5a21YhVLHSScgOQnYBi6qcU8m5egyZ0oRUeT0Jcc7sx7Pi77P7WJ7+qWZURUxVhqrQkQ2QLbW9ZVh34TogOurnssWpDe+74fH9Y/7rf/qCIEgwDZ2f/Owaf/U3d3Gc88e2P4sYD31+/fOn/OaXTwFlhvBv//YeP/urW1iWgWmdn1JNJxH/9f/8gm++2Kfd9di+0uOnf36Dq9fVjX7RfPH9mOPDKceHMwbHMybjgHktFE4TZSsspcS0dRzHpNdvsLLWYudan6vXV7AsA6ldfAWqyorPfvWMf/nHB8SRCgP807+4yY//5CqttkujebkgvChM2X065MnDY+5/fUiaZKyut7l5e42Pf3r1XHrw62BaBs2ORxpnPL9/SFlWXL23RTiPmI58siSnyAv8aagC9nRJq9HArIsq27VwGjZFXhLMY7KsACHqQD4Dt2XjNu1zzaciLwj9mCzLcTwLp6moSrqppiaOZyoq7neIKM64//iE33xRTzSEwLYNttY7/Lu/uMVHdzdZXWnSajpYpo6UkqqqsG2DVtNWOsiux6df7vGLT58RRSmjScDewYQHj44pi5LtzQ7yPQSz/oAf8G1hSJOG3sHRGpRVgS6Nc3qIht5h271NURVUVUluZ2RlSsvonlv4980tbM1Tax+h4+gNtHpN0zT6NLQ2mtDpmms09I5ao9QMEFdr0TJ65FWORGJIC0f30NDx9HbduC3QhI4uf7vav/eB70WxIeuOSb/jEYSpmi5YRu1ucXoTzbIc21QJ4Z5j0XAtHFvxyaUQS1tXAdi2gWUoKpauS9othzxXwmchBd22u+wWVlVFlCiKU6th4zkWlmnQdNVridrNavn4sqLICyI/Jk9z4iAhDmJiP0HqEq/jEgUxB4+PmQ3ndNfb5FkX0zYR8uXci7dBWSkBt6Gp5HIhFPfUNtXB1/ZstlfajOchYz+iLKulK1fTtSmqiryoMy+EQNdevtjrmqTt2WRFQVGWREmmOoPSrilQp92DsJjX+ogVTO18EbXoDKhi4JT2tPS2lqc5AEKcZmQ0jC4NuudeA8DRX/aTf3GcedGIccG7fF9YdoLzkt1D1dmfBzGWqXPjygo/ubeNZemkac79J8d8/eiIL+4fMpqG3LmxxsZqC8c2mAcJ9x8f8/DpCVGcsbPR4aM7W2xvtLFNnePhnG8eH/PVw0O+vn+E55j86O6mSsw9c14srJqLsiRJcw5PZjx5PuTZ3ojRJODujVX+9EdX2d7o0OsonmcYpewfTfnmyTHDcYCmSa5t9/j47haObZCmOU92h8upyHQe88HtDdZWmrQ8WxXoTwc82xsRxxmba21+8uE2m6ttLEvn0bMBQZQghCDNVJjlJUKkF59I0aVkF4qnqkAoj6mKNlU5pCpHarIgdPUY2YV8QlWNqIpDIFPPqWrqFKsIbQsoqPIBVTGkLPYUFavyqYgQ2iZCKsvEy23fmeRW2QJchFyrXwN1VAsDMFQhIppK47Hk4L4bhoM5n/3qGcPBHCklzZbNz/7y5nL6sDi3fD/mcH/CF58+57/9568AME2d9a0O9z7aRrTFstioKjXVmE1Cvvx0j3/5xwds7XTJ84I7H5yGRBZFSRgkHB1Ouf/lAc8en3CwN2Y09JnPIpIoU4tp1DXTNDUsy2BlrcXGVofAjxHAylqLbs+D5YTj9PNVFQyOZ3z9+T7DwZwoTHFck5W1JpomL11sxFHK86cDPvvVM379i6cUecmdDzdptZ23Knwt26Dda5AmqthodFy2b66x9+iI0dGUsp7o5Jma7iym1gvNhpQqBJOqoqybWAKQmsqhsGwT64VCsVo8tqyQmtJpLLq8ui5rB6tLf4S3QlUpXeDMj3m+P+LR0wFBkKAbGr2Ox7UrfX70wTYf3d3ENPWXJmquY9JpuzQ8i3bTIUlzHj8bkCQ5YZRydDLj/uMjPM9kY739/ViA/IA/ILzbiaEJHU179dFoay625tbZYFW9znhZP9kwOnj6qRWuQCKFpGX0zj3O01+eylSyouL050vNCgLtD+BM+V58AiEFvbaLaxlkucqAsC0dQ9fod4rlpKGs6RxQp9MaGnYtXpVS+WQ3XIsrWz3aLQdNShqeogutdIvTACJqC9tF8cCpoLYoSmzLwLENspZDmhdLUa/rmFBrLhptD7thYVgGuqGsClu9JkITZEnOKJiQpxmGoavxvWvRWW3RWW1hXCJN91VQ2goP1zZZ7TTICxWu1Ks5+G3PxjQ01jsNkiynrG9u3aaLoWt0PAfXMuuiTODaL29Lw7H46No6cZYvdRwXJQBbmkvf3MaQ5kv5FRd8yxf+7PfFI/pFVFVFlufsH0148PSYuzfWuXtjjRs7fXodd0mbu3dzA0PX2D2YMBwHHBxPWe032FxtMw9iHj0fMJ4G3Lmxzgc319leb9NtuSo9VpO4jkmS5nz96JjJLOLJ3ghNSrY2OsttEUIgNUGS5oymAZ9+vc8//uIRvbbHv/nTG/zo7hbXd/rnvussL3h+MObhswFr/SZXNrtc3erRbbvomqS0DW5fWyXLC764f0AQpRwP5hwP5liGThCmPN0fMQtirmx1uV3zt7ttFykFO5tdNE3ihwlfPzx6S+KQVPoLrULk96mqiDL9FVX+iKoO3auqQHFvtQ2ktkFR7EGxS5H+I6pgSEA4CO0GUttEaJtUxTHwmKp4RhEPUWd+ArKDNH6K1G8oOtbrv/nFXlfFhbaJ0ngoLjHCRshV5f0uZH181xoQ4fFt2d6WbdDpesxnimoURSlZWlAUFdqZaUEYJJwczwiC09yjqqoI/IThYI5hasuFe1WqImI2DUmTTNEsmzbtjotxRqMTRyn7z0d8/eU+v/zvj9l9OiCKUspCLYptx6TVUdSYoihJkpz5LCaKUk6OZwxP5uw9H/HTP7vBz/7qFqb5cndeCFhZbXL73gZlWRL4MSdHMx7dP6LZcljf7FxqP8VxxuHehP29MXGU0mq7bO102djqYL3F9ddyLbprLQ6fDdh/fMLtH19hdavDdDhXwmhAVuA2bZo9l2AaMRv6pFFKVVbEUUrox2i6xG3a6GfpW684FDRdw/ZsdEMnChJCP6YsSvKsIJzHihZWfDfWt0VZMp2FHJ/MGI0D/CAhzwvaTYdb11f56O4G/V4Dw1R266+CbRusrbbY2eyys9klSQsGoznjacj9R8dsrLX50Qfld/IZfsAP+O5wuTXLIsD4ba/3v6/rocvge1FsSCHwHGsZSlctOL+LDnhVnbnFv24qIJbUp177ZQeWV7lIvOrnZVktdQsLnnGRFzQ6LqtX+rUDiU7ccsmSTN2YpSDyY2I/prveAaDVa9BZbdPsNXC+ZULqIo3UsQyKskQT5x2KHMvANvVlAbVIdF1A1+SFhcNZ2KbOZr+1TI0Fzgl8FyeEKWyaRq+2tn11iuWrvq+Lfv62J9vv6uRUDlI5w0nAycjnTz++yu1rq6z2m3iucnCoqqqeEmQ0GzYnozmjScDxYE7TswnChOPhnCTN2VxtcXW7R6flqqIW1YluNWyePB9iWzpJmnF0MqPX9thYe7kzMhyrRPHHzwbsH024tt3jpx9d4cpmh3490Tg7lTkZzXl+MMZzTPK8ZDD2l6YKC/hBQpIVKrtmEjKZhayvtIiTjOPBnDTLWes32Vpv0246y23vd5SY/euHR+iX5NkvoNzcXKgEQq7X7lI5VRUiRAOEi9Q2QbgIbQMhVxFyDcpAOU9VMRUFQnaR+g2EdgUh1VRMautKxlEnjlcUSNFC6neR2iqgI2QHqd9GamucozwJG0QXIdTzhLauwv2WgsMzD13+7WzOxkXUrMvuE/Vfy9Jp9zxOjmeMhj5xlBFFKW7DQtNOz+swSDk5mpElObZjkGdqYRf6CcOBT7t76mRSlhVhkDCdhCRJviw2Ol33HNVKFdgFSZwR+IoS5DVsXM+i0VT/dV1LUVrzgtk0YjTwGY98BkczwuD0ve99tEWj5WCap5MeoUZ09Fdb3Lq7zsnRlGdPBgyOZzx5eMz1m2vLTItXXVMWWU2hn3B8NGVwPCPLClzPYnO7y9pG+9xnehNs16S31uLwyQlHz4Zcu7dJd7WF13TQDZ1KUy6Iza5Hf6ND7CdMB3MGBxMs1yScx0yHcyzHZOPqCm7jzZMZ3dBotl2chkWRF8xGAUfPh5iWwXToK+pu+d0s1IuiZDKNODqeMZvHpPUUyLENru30uXVtVVE5L5iIn4Vp6JiGzkq/yc5Wl+k8YjIN8AM1MTmpr3uKgvVyh/hkOGcw8pdrgVbDodmwsCzjnEnF65CkOdNZiB+kZJliLjiOoVgRDRViexks1gFRnCm73yQnTXPyUlkbL6DVUyjL1LHqhuXC0ONdmQyLe3Ca5URRRpxktWugshlejIsXWWCmoWFZOo5t4jjmMhvsMu+fFyWDoSoIoU687zdpNm3KWrcahilRnJFmeZ0iXy07/VJTmV+mqePYhmKXXDD9+n3GZfbj6WPeci3zB64F+l4UGy/ion3+vr6GV5cpF2/HiweAkJL+Vo9Gx1PjbCkpi4KyqJadniIv6j+KhqVbOpZj4jS/XaFxFlIINap/1UKe93Pwvq57JYXEEOZ34pDwfUeS5GohnijrYccxlF7hhRuhoj5oNFwL1zGJ05zxLGI2jwmjVBkZ1O5nyhhBvvR8y9RpNx2klMz8mDBOl0UD1DaVecmDJ8c8eHqCFIIbOyvcurrK7WsrywJg+fhK2VpGccZg6PPrJOfhswGubdaLv1MEYcrB8RTPMQmipBavqwyWZcaNa+E51lIDBWry6DmituzV6gXF2+5lE2l8hNS2WC7YFy5jVVbTqFZB2EjzE9Bvo7QY9ahb2AjZU4ULOkKuIM2/VFoOSqparC1EQ9GxhA1IhH4P3Wmp5565RAq5ijAcqIfkonbBerMG4/2dG5Zl0O26eA01sU2SjNk0xPMsJbitd/JisoEQrK63mE0iojAlDBJGgzlbO93la5almnhMJyFpmqNpkmbLoV0LfxewbZOtnR5lUZLEOVGUsrHZodv3aDRtLMtA01W3v6wq/FnMaOjz2a+e8d//4QFxpAqgo/0Jh/tj1qno9ZsvHRf91Sa37m3y9Rf7VFXFaOjz7PGA6SSgyAs1UXiF5qMsSqJQfZbRwGc2jaCCRtNmfbPDylrr3Gd6E2zXpLvWQjM0ZiOfIi/x2g5Ow8ZyjGVoX3+jw9aNVYYHE0I/5utfPuHR57tkSYYQgvUrfe58skJvvf3GjAzTMuiut5iNfTRdMtgf8/O/+wLTVtTi6VBth/qu3+91tyhKRhM1gV2Ysgihjrv11RabtaPeZdHwTHa2ehwN5jx5PiSKM8pJyGQW4dfU04te75efPuP/+PuvKKsKTQo++fgKP/pgi831Nqv9l+m0F2E6i/iXXz3lm4dHy/ysqzt97txY46O7m/S6lzsOirIkywr2jyY8eTbg6ERNeIMwIYrTZaPSdUw811L7ab3N9St9tje76Jo8N3V8G5SlKvAHI58nz4bsH044HszVfSBKVcEB2KahcsX6DdbXWlzb6XP9Sv+tFvtJkvGP//qIf/z5I8WG6Hj8z3/7IZ98vEOc5IynAQ+fnPB8b8Rg5DObxyRJrpqedZO3VQc6XtnusrXRYXO9jaP97p3HfsDvHt+rYuNtOuC/jde/6OdSCry2i/fC5GS5+DvbxHzNa39bvK5b8j731+teSQiJ9l5dEX4/UNW6mTTLay2CSlm36wyLBRbfg6z564aukeclcZzV2RaKIqgZOpalqy7fme9u8XxNV3TBvCiJaxegs8VGmuXMA2VrnOclTc+i1VB0Otcxl5kaZ7dfJQMra2e3KCjrz/Nix1STgp0NNRlZ7zdpuKqoKEuVVK/rGpapY5raeeeyustnGBqa9nLK7kLHc1ZzczbAaMGJRfapZLeePp46OWnCrO2N6+dqW2+WW4gGQr5ZGCy0VdBWX/659ACv3tbL4v2e/5at0+l5eA0bIQVpkjOdhHS6Hq3O6TUpDBIGx8rUYnWtDfUxG8cZo4FPXC8koS426slGmqhio9GyaXfdc8Wnbmh0Oi5V2SfLSqqyZHO7S6fr4XgvH2dhmODPYpI448mjEw73xsxnEZORz8nRjEbTptdrvLSPmi0bRIdev0GjYZOlOYOTOaOBz3QS4jVsnFdYp2ZZwXgUcHI8Y1a7wrVaDr1+g25Pvd6rxOkX7m/HpNVvsLbT4+rdTfobHSzbpLvaZOvGGqDO79XtLu1+k/5mh8lgThpnShtSgekYrO30uHJnA7emri2mHO4FGhTd0NS+XmmyfqWPbmgUuTovTdugs6rs1vsbHXTj/V5/i6JiOosYjHziOEMKde1q1K6PndbLzmevg2ubbKy1FLVUKmppVCiTgekswnMsbMt4qeDcP5zyr79+Qlkq6/Zmw2Z7s0O3c/lsgTjJ2D0Y88U3++wfTrFMnTQraDVtbl1/+fx+EXkdbDscq2n0o6cnPHx8zMHRjKOTGWGkuvyLa9ii2Nhca7G10WHux4RhyupKk27bXV4TL4OFA+ZsHnM8mPNsb8jDxyfs7o85PJkxq0MVF7RyyzRwHYO1lSYba22mNcVyfbXFar+Jbmhob8hoyvOSp7tDfv6rpwCsrjT58M4GO1tdjo5nKqDx4RFPdocMhj6zebQsNqRUjaVW02FjrcVg5DOdK3fO1X6TRu0w+gP+ePG9Kjb+IPDH1eD/48Q7NhTPEZTe8vnVWTbOCwijlKPhnLVegyubXY6Hc+4/OeH29TWGk1DZQjfOXuir5f8c2+DHH2zzo7tb9LseTe9imodpaIrK4Flv5ZEvBKgB3AvFBiVVVZwpINROLcmpqgIV5CSpqoKyyinIKKts6V7maF1M7XKOQn9IMC2DTrdeNEtJEmdMxyHR+vlpVximDI7nbGx1WF1vLfVoeV7UwuvT7npZlqfFRpqpLImm85JmQwiQmqTVdrh1dx0qsB1D5Qxd4I5kmQayI9nY6nDj1ip5VhAECVGkCp61zfaFh7Rh6nieRX+txeZ2j8HxjCTJODmesft0yPbV/iuLjTTJONyfsP98TBSm2LbBxlaHja0Ojmu+Zd6L2pZGy+VHf3WHrRtr9NbbCCnYuLpCY9FwEtBou+i6xrV7W6xsdJQNcG3DrmmSZsfFbTpoukajI/jZf/iILM3pn9FevYjOaotP/voeSZxBqSbnmi4VVSwr8FoOlmO91ed5E8qqJAgTprOQNMuRmjJvabdcbNtA07S3mlBalqGuKy8UeUmSM56GdFoO7dZZF7jvD+IkYzqL+M3nu/zzLx9zdDxjPFHujnGSnV6P6/DeMEqJ44wgSNg/nPJ0d8RX9w/5y5/d4Ccf7uDWFviXQZYXTKcRD54c88+/eMzjZwPGk1BN09OMojhtblYol8o0VVSroxNVGHzx9QF/9sk1/vJnN2g27Jcm3K9ChbL4T9Ocwcjn/qNjfvGbZ3zz8HC5DaeNtoWpQElRpKRZwTyI2TucsHc4YTIN+eDOBvdurdP4odj4o8YPxcZ7wh863+4HnELAkpur60ozo2hF2TmXqMXirywrlQ6eKQqIbasphmlo6JqyjExSleDtuSWLFv2pvqIgTjOkVO9p6NpLx5sUsLbS5Mf3tvnywcGyO/n5N/vcurqKW1txqmmVUBQ4XcOxDfodjyubXa7t9FjtXUxReJGWJ6VKIZdCkGYvT1vK2hluyet9QQuSlQFxMWVxx5bCQMMgKedkVYgmDCTGshipqGoL5QwhdMxLTCj+EGFZhppsNC2kFCT1ZCMMU6hYZl6EvhJ8b1/p0V9tktY88yIvGZ68PNkI/ZjpJCRLC3RDiceb7ReLDUWFW+RlvAmaLtF0SbPtsLrW4nB/ghSCLMvx/Zg0zl86LpSvvsA0dVZWm1y7uUIcpwT7Sij+9PEJrY7L6nrrwvdMkpyj/Qn7uyOiMMF2DDa3u2xsd7Bd47W00Is/g4ama6zt9FjbOXWUaXRcGp2XdYGdlSadldfTfDTdZPMSnXXHs3C891tMvAlVWRFGKfNak6NJietYNBs2pqm9dbFmmhqtpoPnWueem6RqIR/G2Tukzny3KEtlUnMy9Hnw6JjffLHHp1/sEdeUuGbDYmOthW0Z2Jax1HzGcUYcK9vx0UTpU4Yjn4Zn4VgGV6/02VhVx+0rNUe1E9l0pgqN33yxx6df7nF0MltGBPS6yr7ctk4th5M0J04yZvOYyVRdD45OZtiWTrNpc+PqCtd2+ixyrd64DypVbD19PiJJcr66f8D+kaLTrq00sW0Dw1CT+LJ2QQzChMksIgxTprOINFX3BMPQ2FpXxgwqpuAV7y/UfaaqKoqqYp6ETNOYMM+IimyZOC6Fyua2NB1bN2ibNk3DwpAahrxcQbM45tIiJ8hTgizFzxKSIictC8q6itOkQBcajm7g6gaNOt18kZv1un25OC7KqiLMU8I8I8xT4iInLXOyslAupwvNixDoUmJKDVc38XSTpmlha8Zb0eKLqqSsKuZZwjSN1P7LM4qqUhEEQqIv3sMwaRpm/Xm+2zXsD8XGD/gB7wDbNJY3ESlVMORkFi3F4QtUldJT+DW/17Z0Oi2XdkMJxE1TJ0lzZn7C3I9pNWws8/zz0zRnNo9pNiyano3rnE8R91yV9H3v5jp/+SfXl9SpmR/zf/63r6iqis21lgpX09WCwdCV09XC7Woyj9jOy3O6ixdx9lqn18/PMpVtE5zhD4MSGyZJfkoXK89b34b5kFHyoH5diSWbmNJjlu0R5Efo0kEXtio6hIkhHTShbJeV39H3bYny24Fl63S6ikYlpTidbISJEnCnanoQBIq+ZJgavZUGSZyR1tOB0WBO9CKNqi5O8rzEcU28WvR92fC718HQNRzPwqzpMmVR1Q5arxY5C6m0JrfubnB8OGX/+YjjwymPHxxz7earF+ppknN4sCg2UvqrTTZ3umxud5f2wD/g1SirijjJ8MOULC9UYrhj4LnmG0XhF0HXNTy3XhifuYCkWcF8HhPHGVTfr3N5ce16/HTA3/3D1zx9PmTux8qev+vxwZ0NPr63Raft0mo6arpQwWjiMxj5/PrzXb745mCZLfLrL3YJo4z/oGus9ZvK/v4V712WqnA4PJ7yTz9/zGdf7XE8mCtdUMfjxrUVPr63xcZam1bTRtc1qgrmfsxo4vPl/UN+8/kuk5maQHz98Igozvj3/+YuO1tdNHl52+Q4zvj8632ePB+QpDndtsePPtji1vVV1laaS6fPNFfhoc/2Rvzmi12e7o4YjQNm84ivHxzRabl8dHeLhqd0i6/Sryzs+CsqsrLg8XzEZ6NDdoMpu+GEKM+I8xxdSiyps+p4bLpNPu5ucre9StdyLl1sLOBnKU/mIx7NhzyaDTmK5kzTWBUcdap8w7DZcltcbXS5017hXnsVWzPQLlW0VSRlzl4445k/Zi+YchDOGCUh0zQiznPyShn9mFKjYZj0LJcdr8ONVo8POmusOU30t0jxzsuSpMh5NBvy6eiA58GE/WBGXGSkRYGrG3i6xfVmjxutLvfaa+x4ynBGIniXCN7L4Pei2MjygvE8YupHzMNEjTDPwDQ0mq5Nu2HTaTrLzIkXUVUqK+N4PGf3eEJae8IbuoZp6Kx1G6z3mssOjErELQmilCBW/MwoyciKkqJQValyRxFICZpU3WLL0LEtg4Zj4toqBE3/jh0ZkiwnrZPEwzglrjvlRZ2AXlaqP6wJcZoubmhKWGYbeLaJbRlodervZbDoSg6nAc+PJ8TJmU6lgPVekytrnWVi9usq87KqmAcxsyBm4kfMz1h2gvqOVjoenaay7n2TI0lRluRFyWQesT+YEtWiTF2XWIZOr+Wy3mte2pHkRSwEcf2ux/pKiyBMePj0ZKmT0KRQQWnziL2jCXM/RgiV77JWc1gbdZEwHPscncx4VncAhVRhlXGSMZ1HHA/nxHHKStdjY7VJp+We6xIausRzTXptj83VNnGcIQT86otddg/HPN0bsdY/Ymu9w3rdddV1jdVek621NlGc8XR3yGqvQbsO6dI0uRQnJnVHz3VMlUYvBI5lsNpvMpoEnIzmHBxP2Vpro9WuKNOZ2u6T4Zw8L15aT2RlSJifIIRECp2yysirmCgfEuZDLK1JKQt0aWMgqHAQQlKUCTkqOPKPEaap014IxDVJmqrJRhSmVBXEUcZ46BP4CXleYtkGvb4qNpI4Yzjw8ecRUZiQxBl6TcsJg4T5NEIIcD0L2zUxTf3ChUlZT6ySOCMMEuIoWyaKF7myGC+XFIuK/b0x+7sj5tNwOeUqy/Il57OzEELQ6ze4dnOVrz7bQ2qS6SRkb3fEZBySJBm6ri1pKUpzVDCfRQxP5kxGAVVV0WgoYfjqegvzW1iO/7GgqpTuJUkyikJx8S1T3c/exVVIkxKznsaevWbltcFElhXfu7ZBECQcncx4/GzAwycnTGcRQgo219t8dHeTD+9s8sGdDVpNh4ZnAYKqqpjOQoaTQJFCBTx4fMLuwZj9wylVBXdurnFtp6eaVPbFlKYkyer3HvLwyQkHR1OqqmJ9tcWH907fe22lRdOz0OoC0A9iJrNQ3c+qim8eHvPgyTEnwzlRnHH9Sp+T4ZxWY7HNb0ZelIzGPnFicW2nx63ra/zkox1u31il323Q8ExAkOcFQZjQabssHEHjJGMyDUknOceDOSeDGd22i2W9WrAuUMY3x5HPr4Z7fDE+4tfDAwaxzyAJ1dShqO38haBrOqw6HvM0ZZrGfNhZ41qziyk19FcUHYv1SZCnnMQBT+Yjvhwf82g+4Ol8zDiNllMUtV7SMDWN/WDKfjBjnIT4WcLVRpdtt4UutVdOHSpglsUM4oDPRgd8Pj5kP5xxHM3xs4Qwz9Qakjp7R0gMKWkZFnvBlJPYJ8ozbrdX2PE6NAxruZ8uQlGpidxhOOfxfMTn40M+He1zEM45ilW4NRXYuo6tGUzSiKNoTphnzLKEcRKiS0lefTdOd78XxUaUZNx/dsznjw+5/3zA0Wh+7vfdpsPtK6t8dH2dn9zZem2xUZQVXz454v/1Xz5lPI8AlU3Ra7n8u09usNK5g6wP1KJUIYD7gxnPDsfsnUw5GM7ww5QgTkjSnCwv0DWpOr2WScOxWOl4bPSb3Njqs73apt1wvvNiI4hSRrOA3eMpu8dTTsY+JxOfOMmIU1UgLQL+LFOnYZu0Gw4b/SZbK22ubnRZ7zaxLYML7O9fiaqqeLA74P/9959xOJovu5VCwH/42R3+t3//I5qu/cbxe1lW7J3M+ObZMZ8+3Of+88G537c8m7/8+Bqf3N5iZ63zxmIjL0r8KOGLJ0f8x3/6iv2TKQAN16LXcvmzD67wP/zs9jsXG0KoAmh7o8PdG2tM5zG/+Pw5jm3QbNjYlkGa5dx/fMxXD4+YziMc22Rrrc3OegfHMWh6FrevqS7t070ReVHSbjkIIbCt01C/R88HZPXvrm33Wek1XjuB2Fht0/RsZvOYw5MZu4cTwijlr//8tuqs1dt+davHbB7xzZNjTr7x6bRcPMek3/FwHJM0LfDDmOOhjyYFV7a6dJoumiZwXYtr2z2yrODZ/hhNk2yvdxBCTX32Did8+s0+T3aHdYjkeVQUFFWGREcKnayMKKqEokrRhIEubCzZQJcOhnSxtBZSmGRFSFbFlNXbJZL/ocC0dFrSwfMsdEOS1WF8qtioCMOEk6MZoa+Kdcc16a40SJOcJM4xHp+QJDmBn+DPItyGTVWW9b9jTEun3XGxXlFoAIqmFSQMT+bsPh1yfDhlNPTxawpFkmTLyUVRu0MF85ggUAUQ8MbBlBDU9ryC7koDyzaIwoSTwynjkY8/T/A8C81R50FelMxnEaOhz2QcEEWp2lcdl5W1Fp1e471Maf7QUdWhr1lNf9Q0RZdUWVZvT7MQgmUDQgrVVa8qKMpqaZDxfas2RpOAz77e59GzAX7dJGp5Fvdub/A//c2HrPQaNBv2OedAIaDh2Zi1yUe/2yDNCnb3x4RRwnDks7s/4tlul6vbvVcWG0GY8uDxMV8/PGQ0CSirCs81uX6lz1//xW1uXV9TFsCmgTyzpnBsA11v8uFdQa/rIaXk6e6QJMnJ8pD9oymPnpxwdad/6WJDfTDwXJNPfnSFP//kOutrKktp0XQC1bhqeDZXtrrKfVCX7B9Omc4idU2KUg6PZ6z0GnQ7Lq9YnikKpRB8Mz1hmITsBVOe+xMc3VjSmASCaRozz2JOkoBhEnIQzvlmekJ+9UNapk3HtF9ZbIA63AZxwD8cPeHXwz2+npwwjAOyssDQNBq6hV7fX6M8Y54lPM5GPA8mPPVHfDE55G83b9HdvosnBLq4+F5cVhVH4ZwvJ0f8t6PH/Pxkl6RQkwxTatiajmOaGFIjrwqSIme2+GxxwG4w5Zk/4WcrO/zfdu4ui41XIS9L4iLny8kR/7/nX/FkPuIompPVhVPbtOmYjsqrq0r2wimP5kOOY7X/nvpjDKlRlX+Ek43FRGP3eMKnDw/49YN9nuyPGEwDQGVOtDwbxzKW2ROvW4QtsifG85D7zwecTHxALWS7TYdbOyuUZVVPBTIOhjMOBjOeHY15djjhaDTnZOyrKUeSLUVSUgqVX1Hbz3WbLqtdj6ORz5X1DjtrHdZ7TbpNZ5lx8W01HmpiUTGahwynAQeDKfuDGYeDGYfDOcNZyGgWkqS1L3epbh5q8qISxRuuxepJg92+eu72Sou1fpOVtke7cTohetOmhrHaV08ORsrasFJe+Ld3VpkFCaahvzHbo6oqRrOAR/tDvnl2wldPj8/9vtNwWO812eg16bdd4GW+9FnkecE8SDgcznjw/ISnh2MA+m2PPC/wo2Q5eRiOg5rmlHF4MmXvcMLhYEac5jzdG/GPv3ikbpZSsNJt0O962HWHZmejS5zkfPXwkIPjGY93hyRpjmEo56mDkynjSchqv8Fav8XGakuNn6Wg4dncvr5KVVV8+fCI8Szki/sH7B9NMHSNqR9zcDwly0tuXVvl5pUVVQhc4N5yFq5j4tgGN66uMPUjdg8mPHo+ZHujw0q3Qa/jqsJnvU2a5cyCmN2DMQfHqovW8CwsU6colL+7HyZ0Wg4rvQbtplKqN12LW1dXSNOcySxkOA74zVd7PD8YY1s6Mz9mXhfzDVf545/dZlM2aZnbdbFxemwYskFRpliaolVpwkKTFoZ0EWiUekZZpWhvDN/7w8TiOLRdE8+zybKc2VTZ2lbULlQnc8IwUUGkrkW355ElOUmcYdkGRaGKi/E4ACHIsoIoVOLWZttZ5mu8eI3K0hzfV9a5+89H7O+NOdgdMx75hEFClirqQVVPfKua95ymxVK7c25l+YZ7mmXpNFs2K6tN1jfaDI5nBH7MoLbP3djuYDvq2MmyguHJnMP9Cf6sniL2Gqyut2i2nLcK8vtjR1lUFPlp2rlWN9Pe5Z610PlIqXIYpBCKO15WSl/0HeWFvAsWXe/JLOLh42P2DyfEaU637bKz1eXqTk8VCs5F2RkCw9DQdcn6qqKsrq+2aDQs4jhTJh6DOc/3R/S6Hqs0L3zvKE55tjfi6fMhvh9jGhobqy2u7vS5ut1jbaV5YS6JrmvousZKr4HrmNx/dEy75TCZRsRJxnDk8/jZkFbT4er2+TTrV0FKgedarPabXNvpc6O2UX/Z3h2k1Gg2bAxD5/B4RqtpY1n6MpNkQet6XT5MVhb4eUoaFhxHPo5ucLPVZ9VpsGp76EIVrNM0YpSGPJ9P2A9npxOAaZ8Nt8md9ireKxbmcZEzTiPuTwf8arjHV+NjxmmIoxvc8vr0LY+O5WBKlf8T5AnjJOIwnLMbTDmM5ozTiL7lseN1uOJ12HRbr5w26FJiawaOpvQeG26z1n3YtAwLRzcx62IjzDNOIp/DaM5eMGU/nBEVGa5u8HFvg77l4urGKwupaRrzzJ/w+fiIz8eHTNNYUajdFlcbHXqWS89yyauSrFT7+CT2CfOMz0aHnMQqZ+u7YjV+r4uNJMt5uDvgNw/2+cXXuzzYHRCnpxQqxza4sdXjJ3e2+MuPr3F9q4f3io7Ba98nzZn4EVGibOyCKOVkEvDPnz/jnz57wmQeMfEj0qwgzYqlgEzRsiqKUnXW0qzAj1PGs5DnR2O+eHTESsfj45sb/OjWJj++tals/t7DvsnzkjjL+ebZMT//apenByOeHo5Is4IkK5RtX1FTGurtpFLVdpYXhEnGZB5xNJpz//mJEn51m3x8c4OPbmzwwbW1V06IzmKRA9FpOngTxf8vC3XAxmnGxI/wHBPbfP0Cuaoq5mHC8XhOmLzsQ1+UJbMgYjgLiLM3d7XTvGAWRMyDmPwMN9w2FYWqWQsWD46m/OKzZzzbH3NwPGPmRwRhoqZXYcK/fvaMp/ujJT3uzz65xs9+dFV1aVouOxsdPNeqKUclj58P+eXnzymKSl2sa0Hdj+5tcef6GusrrWWHsOFa3Lm+hmXoZHnB490h//rpU8JIjXEtQ8dzTW5cWeGjOxtc3+7jOpdz1BECbl7p02zY/N0/fM2T3SEPnpygSclPPtjm1rVV1leaWKZ6b8c22D+a8s3j49oCt0LXJY5t0Go43L62RpIu9rug2bC5c32NqlI352f7I/7rvzwAKkxDVzfIrR6rvQYzP6JZ83sXaBgb2FobOHvjrM8pKiTa0pFKCKn+i8CULhUlunxzONofKoQQ2LZBu+MyHgXMZiFRpCYbUZgyOJ4Rhan6/lyTTtcjT1UYn+OYVGVF4McMT3zF+QaVRJ4VOK6pLG8vCL6Looz9Z0O+/mKfX/7rY3afjYijtOb1mzRbDr2eh+tZWLaxXHxNJyEnx3OODyYk8dtNpDRNsrre4sbtddIk5+R4xtHhlCePjvGaFr2+MgpIk5yjgwl7z4aEYYJVu1BtbneXBckPuASqhUC61lgJVSDIt+D6XwQhFDVUSklRFstsoJcK0N8xqgrm85gnz4ecDNSkvttxuXdrnc21NrrxsjnHi1hYwPa7Hiu9JsOxshEejnz2Difcri2TL3rvKM7Yr52coiRjtdfg+tUVru30cF8Q2V8E09DQNJtex2NtpaX0J6mi4z7bG3LtSv/S+0LXNfrdBjubXVZ6DRqe9dpmrqap+4XnmTSbyv0qz0qyQun64jqT6lUI85S0yLF1A1sz+KS/xd9u3loWGwulS1xkTNKIv9t/wD8cPeUwnBMWKQ+mQzqmS8/y2HQvNpDw84SvJ8f8crjHl+MjRklI33L5UW+Tv9m4wY7XwTNMtFojERc5YZ7xryfP+c8HD9kLpgzjgC8nxzR0i79av8aG07ywIyuFYN1tYmo6UZHRNh2uN7tse23apo2nW2h10VpVFXGRM4h9vhwf8x93v+ar6THDOFSaFX/ChtNkw22+stg4jub8y8kzPh8fMowDLM1g1fH4dxs3+B+3btM2bRxdZQNVVBxHPofhnL8/fMg/HD0hyFKS8mXTjveF72WxkRcl41nI3mDKZw8P+M2DfXaPp8xDRQ0wdI12w+bqepdP7mzzo1ubXFnv0HnHdO68KIiSinkYM56FPD2a8NWTY37zYI/7z07UpCPLVQUvFCfRMjSVLVap7S2KkrzWCZyqDSLmYbzMNbDrjkC36b6x0/+6bc3zkt3jCU8Px3xa75/F1OUsFl0ps3YNEkKoiUjNuU6rAuqFvT6TTH3lix0nGVlWcHM7Za3bwKst814KOKz/bZs6vaZL07GYzCMWdPokzRnPI7pNl07zbEb7y6gq6mLDJ4zTl35flCVTP2Y0Dc8sel+NLC+Y+jHzMDknRF3oNZqujSYFlmnQablEiUqY7Xe9WmNQUVagaQJdU5obw9DothTFRLlqUAveJDevriAE7B9NGYx8NfESgk7bYWO1xZ3ra+xsdvFs88z4WdL0bDbX2oRximOb7B9NmNd0E9dR23Z9p8/ta2v0Ou65DmO76XB9p0+v4+GHiXI6ESypCq2GGuvfu7lOkuZqMtFy1Ki/9kXvtgU3rvQxdI2mZ3M0mBHFiq+t65rahqbL9nobzzGVnkeom5redNjZ6PCju5u0mzZHgzlZHbq2udbmxk6f9ZUmK/0Gq70m66stPFd9fkM6GHJxvr54cbv4OFFFiMGpVa5CmKbszeYMgoAwzciK77OeQy3e2rbFrZU+K97rJ3QvPbv+7i3LoNN18ecx41FEEmWURUUYpIwGc4q8pNly1MLfMmi0HHpJjuOaVChe+mgwx7INNE2QJhlQ4TUs2l3vnL6hLEvyrGQ89Pn6y30+/dUzHt0/IgpTev0GK2st1jfbdPsNWm0XxzWxbL3OWNE4PJigaZoKGjyavdXnlHVOyM3baxzujzncH3NyOOXpoxOuXl9Z3hjTNOf4YKqE4YGyvN3c7rK108NxzHdeKGdFQV6WTKKYcRgRZBlhmpLX19HF92loElPTaVomTdui49g0LeutXGTyoiTOM8oKTE2i14vzFzNqvmuIusBYYMEI+DZY6HcWmRQv3Em+1Wu/L+R5SZrmzOsMkDBOKcuKhmuxtdFRWRlvyKpYuqkZGg3PotNy8AOVtzH3Y4bjQIniX8BCGK7yR2L8ICHPCxWmuNJipdc4R116FaSUSKnuS922y2QaMkQQhinHA58wTF77/LPQpKDTdpdi8IX28s2fXce1TTXNlsky0ym7QLt3FkVVUVQFK0aDq40uH3TW+XFvk7Zp0zJVc6mqKUB+lnISBUzThLTIeerHHEZznvpj5tnLn3HhDDVLE76ZnvDl5IhBHODqJh93N/izlR0+7m6w7jQxNQ1ZU6OyUjVtkyJfvu5RNGc/mPIrqbHT6JBXJaISL53rAnA1E82W3Ous0bVcttwWa04Dty6oziIri2VR9c30hEEcMIgDZlnMSewzSkJ6lov7wqp9QYs6iQO+GB/xzB8TFRlbXps/Wdnmk/4WH3TWcHRDCc3rbeyYDqt2g91gwsPZkINqhp+/vPZ6X/heFhtplvPkYLScaHz97Pj8RMMyuLHZ5ye31UTj5nb/nRfvoPijZVUwmcfsnkz55de7/OdfPGQyD/GjdClklELRpVzbrKksgrJSk5AoSaHgJdFjmGQ82h+QZLk6WSv46MbGO29vmhUEUcrnjw75u58/YH8w5Xjsk+YvL8CFENimjmOZGLq6cSVpRpzmxGlOmZ8uyvKiZBbEfPX0iOEsYDgLGc9D/vLja7i28dqLnGXUxYZr150P9bpxmjOehwRx842juQo12TgZB0sx91kURcUsSBjOLltslEx8JTjPz4xurTOTDU1KNtdatJs26eJiWC5sVhf7cOGSwVIk7TrmOQ2Oaehc3+mzudpa6ngW62ElxFcpudYFeQRCqKLhw9ub3Ly6quxJ667igp5nWwaObSiR5ZnvYX2lSbtpL4tdz7HO3bY1TeJYBn/y8RXu3lzD0LWl3e0Chq6xtaboVR/cWifLiuUkTJwxE7BMfSl8X0BKwWq/ieda/Ojedn0zUdQL09CxLIOyVBM/Q9ewLB1Tfzuf/otx/gWmccI/PXnGz3f32Z/NmcWXv6H+tiEE6FLj3uoK/88//clbFxsLWLZBp9fg5GhGXFOgimKhpfCpUEncbk3Z8zw1fVvkU4RBwnDgYzsmhqmRLML8mg6d7vnk8KJQWpCjgwmf/vIpn//6OUGQsLrW5sd/co0PPt7mxp012h0VXCZrqteCQuN6JsE85uhw8tbWs7J2pUrTdT7/zXOKouT4cIrjWvz0z64v69Q0yWvXqjFhmNBsO6rYuNLFfotcmBeRFgV+kvLNyYDPDo7Ym87Yn/uEaUqUZkgp0ISkZVt0HIfrvQ43+z0+WFvBNRSt97KfOC1yhkFEUZU0LQvXMLAN8WYe6/tETXnSNIGQ9SJtQYv7FvVGVVOnFnxwIQTydTaovwOkWc50rsxJktomGpTdrOrs25feXoFq5jQaFoahKfvTKGU2i5bGNGdRFCV+kDCbx0RxtjTVME2Nbtul3XLfKhTPNDWl7bCU9koJti8udF4FTZO0mjb9XmPZKL3c8wSWZWDV1riK/VG+dqpxFle8Dn+zcYOPumusOQ20FzQRmpA4usHtdp+kzNkPpzyajxgnIUfRnOiCBXOFElBP05ivJsfcnwwI84wbzT7/dv06P+1vs2J7mJp2zgJWFxKpC641u0ghmGcJn44OGCUhUZ7xs5Ud0qJQa8MLtBuaENiazo1Gjx23jakpe94XP9Pic7VMmw23yc1Wn+PIJypU82ycREzSiLy64NipStKiYBiHPJwPOIzm5GXJFa/D327e4larj6MbL71nw7AwNY27nTWGScjPB7ucxMGlvqN3wfeq2CiKktE85HA4UxqN+/s8P56cm2h0Gg5X1jt8cmeLH9/aYmetTesVQWRvg6qC3ZMJ//jpE75+eszeyQRQHdyVjsdK26PpWTRdG8fUsWpaUFkpnmUQp0z8iPEsYjDxmQbx8iIdxhnHozlfPTnCsQw2V1p0mk49Vr7cxWvhpHU0mvPNsxM+fXjAg90BszAmSrKlk0O35dJrOrQb6o/nmLi1k4iUQtGs0hw/SpgFMaNZqNyfwqT+eUpRzgGBJgXtpuo+r3Q83FdQ1CxTp7ugJp25GMdpzrjuEL2qM7YQJEZxRhAlzMOYNC+WC1ZNk6SZWoDP6+1N0tNR36su/mqyoT5X/sJko9tyFa1HCmxTeaV/GwgBnmMuJ0CXf57adsPQ3iBeXVANzn/Whc/7q7YJQNOg07LptBbnyPnXkFLg2KqYWXzXbwPL1N8o1n8zLn8DvwhZUTCKIvamM56MJ0yi+Ftuz3cHAUqEaJmE2eVv/C/Csg26PQ/HNZXYNsmJwoT5LGI88nE9i/5qC68Wg+qGhu0YuK6F65qkSc5wMMf1TBzXJEvzOszPptNRrjEL5FnBdBxyfDRjcDwn8BNMS2d1vcWdDza5+9FmHZp3MU/aso3lovVtGTNSChpNm/5qi/5qk2bbIcsLRsM546HPeOQjhGA6DhiPAnw/Rtc12h2X/mpTFU7vIAxP8pw4y3k0GvPNyYAHJ0PuD4acBAGDICLJM+IsX1KMPNOgaVkMg5DDuc8ojBgGIde6HTZazddOOPKiJMozJlHMse+rRsNiWlJplEVBnOe177+aeOiaXBpAL7ZVSoEh6ymslMrjv3a7KatKTWmKEtvQsXT9wm061WjU3d1qMU0vLr1YPAs1Ia6WuTvLxp0UNeXnuzVOeRvkebkM5iuKanmoDsY+n3+1z+HxjGbDvlTtl+UFX90/ZDhSC/yFhXlcu3y9iKJUlsNhnJ5z75v7CfcfHRMnGc2m/cbpwgKPnw04OJ7hB0kdulcQRZlqhF0SUqiCyXPNtyp0RL12UA0Hamre6VTrTVh1PD7ubrDltrG0F/UhNStASHqWx47XxtNNyqokzDPmWUxWvvwZ87JknsUM44CTyMfPE2xNZ8X22PbarDqNcxONs++nIWibNrLZZdX2MKQkyjKysmCaqiKgIxwauvnScwE0BJ7x5rWBFAIpNBzNpGs5dGor36KqiIrTrIwXkRY54zRmnIbM0piiLHF0gxXb41qzS9/20MTLE1JdSqQw2HCa3Gmv8Gg2fOM2fht8r4qNvCh5fqTE4D//6jlfPD4kPtPFtk2d65u95UTj1s7KW1Xcb8KT/RGDSUAYqyRM1zZoOBYf39zgp3e22V5ts9lvoWtyeZGs6u0Oo3Qpbv75V88J4pS8Kk+t1uKU+89PsC2Dn9zeYnu1g2UqJvplsLhgPzkY8Z9+/g2P90eM5+FyIa04sYIrax0+urHBnSsr3NxewbEM7KWzjKgX92qKczia8dnDA756eszTw9FyYpCkee3eVKkCo4KfmluvLjYMnW7LWS7gF0jSjPE8vJAWdRZJmjMPEzUhqi/MotY72KbB1I8Ik5RZTXOLs5yqen3DL8sLZvVk4xyNyjylUV3W4vd3jwpQlA14m20+y4f+/nQQf8C3x6LY8Bqq25qmOfOZCuabjAK8hs3qWgu3LjakFIoW17BotV3yvGA0mNNsOTV9pECTgkbDemmykaY5w5M5J0dToihF0yWtjsvmdpcbt9fY2um9tlheJIcnSfZOdBzL0mm1HfqrTdbW25wcz/DnMYOTOQf7EzRNMjyZM5tG5FlBq+PS6zfo9jwazXc7z6Ms5yQI+Nfne/zvX93nJAjwk4SsKJW7y2IRrTiy5GWJn6QMgpAHwyGPh2MeDvr8L/fusNZQ7kCvOgOzomAcRhzNAw5mc3Qp8SwDzzTVIrUoGYcRZVVh6wauaeBJA4QKVPOTlIEfYOoanmXimSaGaS7tv/NSbfM8SQjSlBXPw9TV9/vSNtU0Yb22qi2rijxT08nyHSwxy6qiKE4724uvX6snvromvzeXpgWFOM3O89afPFP6DV3X1GT33PYuSr7z/66qOuSvpiRXFWS1rvMiUXxZlsoxLsnPiahPhnP+/p++waztyE/veRe/7wJJkiub/jpstSgqktrQ5rIQQtTule9me7xAde4vrz//BdCzXG63Vmiar3ZfEkLg6gYd08HSdCogLXOiPLvQujUrC0ZJyHHsL+lQHdOhb7s0DAvrhYnGi7A0HV1qNEyrtrsVp3Su2MeQ2kvFxrtCkwJXU+5bupCUde7I4rrzIqIi5yTymSQRWVliSI2WadO1HLqmU7t4XQwBdC2Hq43ukqr2XeF7UWwUZcl4psTKnz7Y55ff7PH8eIJfB08ZuqTbdLmy3uGnd7f58a1NtlfbNF/RSXtXhElKnGY1/UTn9s4q966ucu/aGnevrtJve/Sabk0vUV/fQiSeZAWmoRyxirLENDSeH00YzUJgYcWaMpwG7A+mbK60WOs20LXLHaCzIOZ47PNwb8ijvRHDaaBoK/Xvt1bbXF1XhcaH19fZXm2zsdLCrKkzZ1GUJZ2GQ7thYxlK3N10LR7tDRnOVHGQZDnDacDXT4+xTYONfhO3zuJ40cb3RWrSAnEdFhfGr19kBHHKYBoQxKeUNUNKVjsNem2Xx/slQaxCpqIkxQ8TgjjFrv3bL0KaFUwCNRJfXGBlTStrNxwajnmpUJ7vA6oyoCzHCGEgRBOEDkioCioyhDAAAyigKkBogEZVzajKOUI2EMIFDIRQp3xVlWRVRlpEzPMxcRGgSwNLujSNLoawCIs5FSWO1sSUv90k4x/wetg1jcqthfdKDzFlWnPCTUtnZV3RqJb6BynwGhbdvkccZYyGAZ1uAFTkWY6ma3hNm1bHOScQL8tSLZyijCIv1fXRNfGa1lIMfhEWmRoLm1x/Fr82W+MiCCEQmsA0NdY22ly9uaoSiscBg+MZzx4P0HXJaOATBjGarrG61mJju4PXsN+qIwunS6HD+Zxf7B7w6cERT8cTglqn8arHF6VKfkmLgijLltSR670u602P1UaDjnP+Zp7kOZMoZhYn+EnKJIwY+CGWrrHRahJmGVGmJijzJCHJc7KipO+5XOkoSkZRKaOQKM8Zhiok7Gqnza2VHkle4CcJwzBiFEYYUmJoGrlTN6gu+PyyNvxwbZMgSMjygjjJiKJ0SSt6GxSFOnaSND/33Rt12J9l6t9prbFgBFxmpFZRURYLJ7VTpGlOXhTvnLAshMAwJLqm1aF6F7+OKsjOh5/meYEfJIjw3bn0hq6MGt6GSaE2XGlANE28Nybf674FXajj09NNmoaFJV+9PBWAITUsTV/Sg5R24WK6n5pCxEySiKRO7w7ylCfzMf9p/wGfjQ8vtd2/GR6QFPlySpOVBUGWkpavpnZXVUVaKt3HJI2YpjFRnYqeFQVZpfRfZW2QMkkjHs2GPPPHBHmKo+nLnLSL9l9a5EzTiCBPKWpb3bZp4enmKylbZ+HqBn3LxdG+23Lge1FsqIyFKZ89OuBfv3rObx4ckJ5xHLIMnWsbynXqLz66yp0rq1jm+/dMryolUnIsjYZr8dM7W/yv/+ZDWp5Ny7PQtYtPViEElqHXBZCtciwckyjJlsUG1LH1ccreyZSNfouWZ71yWvAiBpOAzx4ecP/5CSdjv3bOqt8fuL3d53/42R1ubPW4utFV/HztYn68rLUHlmnQa7tcXe/ScCxMQ+OzR4fLSYQfpTzYHWDqGnd2Vui1XPqafE2xYb8w2cgZ18XLq9YYFeAvXKjOTEB0XbK50uLqRpfxLORwOKcoVVE3DxOmfoRsuq8sNhYC8Vmo3KgW4jXbMmg3bFz7cq5O3weU5ZQiv48QDaS2jRAuQuhUVUJVhSAchGxSVQlUCWAhhEVZHFEWe0htC6lt1MeCOuVLKpIiZJoNeBp8yTDdx9WadM01rnkf4eltRukBRZWzbl39odj4nsGyDbp9D6+hQiADP+Zwf8JkHJClObZt1JON0+uLEOA1bHr9BnvPR4xHAdOVBpouyfMSXZc0Gjattot+ZlJRVSwzM6qqQkqJbRtYloF8RRqwep5yHPLnMccHU6aT8J2oOACaprG+0ebm7XUOdkdq0nI8x310jG5oKuMjSLFsnY3tDttX+kt9yrvg+WTGf37wiAfD0SsLjVehrComkTIG+fLohJ7r8MmWfKnYiLOcZ+MJJ36IoUnmScIgCHFNg6zWigwC5b5XVhXTKOZo7nOl06ZlWzRMk7ysSApFM92fzngwGFHWRU6UZQyDkPuDEQ8GQ651O1zrdpa6qosgpHI68zyT8UwjTnNFEw7Tt+qKL5DnSmOYJNk5/36jFlBblv6dalKWwvTLHHb1gu5FLETPb6s3OotFEWcY2jnd24Xb+8Lz1HO+3QRoQXd9nZvURVhoFX8b2ppFoWFrBoamvbEZKIWo6UHq368zMiiqknmaMEvjZcL2IA6YZwlfTY5emZWxwOJVwzwjyE+bonlZEBfZa68PFRDnGaMk5JvpgEdzlVS+eH9VrBSkRa70F2WxLEaSIsdxmuc34gVkZbkMCayqCkvTadXOU5cxl7A0naZhYf6+FxsLZ4uLPnNZVYxnIcdjn9882OeX3+zy/GiyXHTqmqTf9thZa/Mnd7f58e1Ntlbbb82Nf1us95rcracZm/1WnTB+8aJ2cRIKAabUaXlwdb1DFKd88fiIZ4djslyljQMkWcFgEjCcBhcKxV7EYlw/nAZ8+fiI3eMJSXbaJWp7Nt2my62dFe5dW6PXcmk4r18YLsJzNKk0KQL44Po6eVEwnIZM/ahOH6+IkozBNODB3oB201mK48/CMnQ6DYeGa53jEse1G1UYp6/ma1YwjxKORz5BPckyDY2GY7Hea7D9wvedFyVTP2I8C/Hsl3USim5WktT5EGGcqkmTLvEci4ZjYhmvTjH9fiKlKidUqC60kCtIrU9VhZTlCaAhChOEjkCnYgIUlMURVTmmkl0UDev0OyiqnFF6wEm8iwBaeo+kDPHzCXmZkpcZ02xIXqZ0zfW33+KanxzHGVGUYRiyFoxXSszuWjQaFkGQMPfj2iZVI4ozkiTDNg0MUyPPijqQUl3MF2nG9gV+739MsCydTlcVG1IK5rOY3adDxqOgFoJbrJyhUYHiUnsNi95Kg8ODCWGQMBmHS3pGo2ljOwb6CwFumhTYjoHjmGi6pMgL/HmMP4+II0XV0M40YspSnYOjgc/+7phHD46ZjAKSOHvnwCipCXorTa5c69PpekgpmE1C9p+P0A2NOMqI4xTLMtjY6rK1032nYiPJcoIs5Wg+5/lkyjiM3ikLoqgqwizj+WTK18cDrnU7Lz0mL0vGYYyfJFzptHF0g1EYqRA8KUnynIEfEmYZpiaJc3Xdr1BTkzDL8JOMWRwzjWPGUcwoCAlSZeFeVhVZWaJJxRnvODarDQ/PfLXhhxQqW6HVdDAHc8qixA8TZvNoqTe4KOfhlfszyRlPAuZ+cq7QtC2DbsfDfcHU4n2iqrM8sry41ERNSolh6LXj3+nPN9c73L21jueaKgT2HRbeQtSa05bDxlr7gt+LC8MTux2PuzfX6PcatYvgu923DF1lpdy8tvK2W/5bo7lpQtTp3xLJ5VzcxJn/h1dPTsqqIilzkjKnqM1PNCmW1rNv+k4Xv/UM85z+omO5mFK/cHpQVhXjJGQQBzyYDXg0G7EfTjmKfOI8Iy2LZcHkaBK3dqdKy5yZTBApl2pylFVJWpbkpWK6aEJiSR3jNcGGZ6GL8xOi7wq/hWJjIXx5+cusyoqD4YwvHh3yr18955df754TMJmGxtX1Dj+5vcWff3yVe1fXLi2Q+jbYWe/w1z+5wa1a8/A21xZD11jvNomTnJWOh+dY+GFCUY/Z0qxgPAsZz6JLibXKqqIsSobTgK+eHnMwmJ27+fXbHneurHJre4Wr693Xdk1eBdsyuL2zgpTwYHfA3slELQprDcc8TPjm+QnthsO1jS691nkHHdPQaDcdGo6FrmsIKajK6oxmI3vNZKOqJxvK8lYIaqqTzWqnwUaveW76UxTKAnc4C1ntNl5+vTrvIk6z2iVMvbdpq4Ko6drLguj3BVWVUVUhVZVSVQGaDmhdqiqiLE6giqmqDCn7SG2FshxRliOoYiCH6qLckozj+Dn70SOueR+yrl/nWfglSRFRVAV5lTHPRiRlTFa+vbtTkuRMJiGDoc/JcI7nWnTbLnlRkCQ5mxsdPM9iMgvZ3RvjeRauY3IymDOehPQ6Ls2GTRCmKgOiPlfaLYdux2O1zgj5Y4VlGbQ7AtdT00R/HvHs6YDJKKCqKjzPYnW9fa7YQIDn2XT7TbVAjzOmk1AFrkmlw7Bs46WJn6ZreA2bRkvRktK0YDIKGA18Aj9R4nLbYHFLrkoVCne4P+bn//yArz/fYzoJSS/hIvcqaJqk129Q5AWdroemS+aziDTJ0A1VlCZxRrPpsLHZWVrevi3CLOV47nM0DxiGEUGavnMKRF6W7M9mNCyTv7i6c+HvgzQlzQtWGx62oTNPErKywNQ0wixjHKltaJjKMtqzTGzDUPbFacYgCJhGMdM4YRbFxHn+0gKlbdvIruBKp81Op/XabqcKcjNpNx1MQ1cuSX7CZBYtHc9AUWsugzjJGY4DZv75os22Dfpdj4Znfmdd87JSKeVpejlxu6Ypmq3xgsXs9St9/tf/8DHrqy0lEH/HCcdCfG9dkGEjhcBcTh9OX3+13+Bv/uoOH9zZrEPz3m39szADuOi9vy+QyJr28/6Ph1Pdg9KwKEcrk45p07c87Hfs6q85DRzDwLigCCyrkoNwzhfjQ/7LwSP+dfCctCgoqWgbNh3LYc1u0LfdpRWuITXiQjlsPQ8mZP7kEp8N8qpcUsiUM5a2zAp5EzQhvrP9fhbf+ZG36BacHd+ptOiQwTTg1/f3+eXXuzw7HBMtMh/OTjTu7fCTW1ts9Vvfyt72MljYlK53m9zcXsFydQZxsHTzSIuCvCrpWy4dS43EL8qe0HVNdW6aLr2WQ5qpnA5QvMwwTpXrxCXG0lEdvncyDpj4EXGan1u4r3Q8PrqxrvQZ73ghWox4ldNXl4PBjIf5cCnOj5KMveMp2ytT/ChZZiksblrKOUXpVdqerYLxYuV8EUQpYZKS1ta/L/mUV4pGdTSa18WGwLUtei2PXttbZpJoC7FiUTINIkaz4EIL3LwomYcJ8zAhPePqYdYi9pZn1Z3cb39ilVVFmGZM45j7gyHPx9Nv9XpSCnQp2Wm3+HhjjbZ9lnZRAmlNCfCpyqjWZAxR/RwdpIWQPUTlQ5VSkdSFxsv7SXU+CypKbM2jYXTQhUlCVHNDled5Wb1byI8fxOzuj5VffFYQhgllUS51jL4fM54E+H5CkuTEccagqkjTgqIomfsxcZITxyl5XtLteHieqbQG44BW0wbeLVfnDwFSU4sTxzFoNG2SOOP4cEocqe6+WwdrnU3OFkJNNvorDWzbpCxK5rMIqGi2astb6+Wut2Fo9PoN1jZUlsbJ8Yw8K9jfHfPf/9s3HOyNaHcU9aosK+IoI/Bj9p4NefjNEWmSc/XGCpNxwOB4/s6fWTckrmexutFic7vLdBwyGYcqmVpKbMekv9qk3XVxPeut9RpQC8P9kGmsXG2+TbpEUZU1NSogSFOyokCr3atAucG0bIu8LDmYzSmqisP5XOkqyhJL11jxXHQpyQply62skyWWrpMWCfMkwU9TsiInrxTv+0VoQmBqmrLd1F6/TzRN0m17rK+1ePDkRFmGliVRnHIy9DkezOl1PNxLTo2CKGH/cMJw5JPnJUYtOG417Tpl+uJmnhDKeauqxb55Xqpp+yXumQub3ay+7oRRcqnnGYZOs2nTcJXrk5RiqTsqSrXt7ZbznUzFNU3ScE2aDRvLNM68t3Kq0qSg6VnvVED/vkCwcBx8/4tewWnTW7FQNHqmw81Wnx/1NulZ72ZBfsXrsOE0zyWWLzQafk3R+q+Hj7k/O2GeJex47XPJ423TpmmYmJqupjpCMs1iDE0S5ilH4Zuvl8o25rShX1Us16yXZA9e+rHfBt95saFJeaHF3fHY56snR/z8q+f898+fkZ8J4jJ0NdH4pNZofHB9/SWdwHcB09BpuhYr3QZX1joM04C9YEpRVeRlySyNiYucD7trtC37taeErknaTYde22M8j5b2vWVZEqUZcZpdqtsSRCn7gyknE9X5f3EastJp8PHNTdYu6PK/DQQqv+TqeoeTsc/RaL7Um8RpxuFwxsFgih+qYkPK86NHIcC2lNh8NAuJEiVmzAs1XUjSvO7anD/kKuowv9GcIM6QQtBwzKUYv92wcSwDXdPICuXkMV1Y4F6QJJ7lBbMgZhYk544py9DoNl2anv3WvNVXoaoqZknC0/GE/8/nX/F3Dx9/q9czpMQxDP7m5nXWW01a9ovHWAGUVFVUFxxTynKEEA5CdpGyjdQ2qMoxKnGygCqhuqDYECibPV0YWNLB0Tz13bynPLy5n/D8+QgEtJoOWaZSZC1Tx7YNJXoczPFresV4HDCdRrRaNo2GTRRnTGcxWV2k9nseGxsdvv7mgPE4YHPjZSrCHxOEEGi6wK6Tu6MwZXA0RTd0bNfA9Szcxnl3OKXZsOivNnEcRWnzZxF5ltPtenS67oWdT8PU6a822NzqsLLaZP+5zWQcsPd8xGwa0ltpsLHZwbQM8qxgNo0YnswJgoQ0ydi+2uPeh9tLmte3+cyGqbO+0eHq9RW+9PeYTSN17XEM1jY6rG60abUdbNt4pzVLlKlpwSxO3llfskBVQZgqS9sgTUkLNbFYXH1MTWPF84jznEfDMYMgZBSGrHguSV7Qcx2220oIvjuZkRYFhqZoJo5h4CcpfpIS1rSpV/UElpz7SzRYdE3S67psrp/SV6tKTSiOTqbsH05wbOPyxUaQsLs/5mToUxSlamq1Hdoth4Znv3I6KaRyfCxqy9QsL85MVl6PhcYoTXOCICEILtfYM02NtubSaFhLfUNZFkRJxnAc0O81WPs2YSOvgabVeqmWOnZ1TSOvCtIsZzINmc5j+r1vd4//Y4ZA5WDoQiJQxXff9viws87/vH2XK17nnV5Xk+o1X5wWxkXOOIn4dHTIfzl8SFrkWFLno846/27jBh911rnW7Nb34dp6QKjtPIrmBHnKYTi/FBVKCtWk1OpCqqSiKC/vHldWJUVVvrV5x9vit1BsCEz9VBQ1noWMZiG/ebDPz796ztPD8XLRqEnBalfx9P/k3g6f3N5io9/CMn47o7+GY7LRb9LxbOXekCvubF6Pph3dwDMsHP3NExYpBLah45jGucVtWSmaz2V5pGGccjzymbwwhtakSrZuN2zWuo036jReh0Un09R1VrtNNvrNc/kNVVXb+8bZUtPRa3lopjz3fLtO5z6uC5WirLUbScbEj5SNnnHW5Ubx9/1IhfVFSaa6r45Jr+Xi2ga6rvQb7Ya9zMyY+Yti4+WVcVYsio343A3GrPM1WnVy+PtAWVUM/IBHwxFHfvCtw+SkEARpxrHvczib03McmpaJJrtoxkc1LYq6sOgCAl2YCEwlGpergI7UVtG5R1XFQIrUtgGbs6e7EAJdmmhCZ5QeERYzxukRYT5jL7yPq7coqgxLukjx9h1iQ5e4rqmO87or6LomDc+m2bA5Gc558mzA2mqLrY02QrCcmJVliW0ZuI65LEb02lEFTjt+f8xYnnO1Be58FjGdhni2QW+lsSw0ziXaCoHjWnS6KuVbSmWFTQWuZ9HpNs4lh58+Twm0eytN/uTPb+A1bJ4+OmE4mBNHKbNpRJYWaLpcOvYYpsbV1T4ray22dnpsX+1R5CVffrb7rT6vbmisb3a4fnON3afDpfhX15Vb1faVHu63oLooalNGmufvpdNXofQbaVGQ5DmalCz2sKlrrDU9TE3Sd122k4Qoy2laJputBp5p0jBNmpZJx3HIyxJdSlYaLrah03Ud7qz0lTtOVXGl0+ZevMKtlR6akLiGwWrDI81VCnLbfvM9QmqSdsthbaVJp+3iOiZpLRJ/9HRAs2HT7bi0ms45nc6LiJMMP0g4OJqyuz9mNAnIi5KVfoNb11fZWG3V2oiLn28aGp5rwSL/yY85Gc4Joze7MqVZzslgzu7BmHmQLI0N3vjZa+ezVtNhZ7NLmuYMRj6jcchX9w9peDZXtrrKxlhcTlNwWSwmOa5jsrHWYn2txWA4xw8SHj0d0Gm5rK82cV2z7s7/PhGBf/fQpKRhWDQMC11KirIkyFKSIseQ2qVyMC6LCpgkEc/9CcMkIM4zXN1kzWlwu73Cx911NpwWDePi81ETkqx2ryqr6o30Jl3IpbBeIsjKgnmWEhf5pe6Tae3MdVE+yfvEb4FGJWr6jFqYDqcB3zxXWRT/168fLYXTALqmsbPa5pO72/zFR1f56MbGe+tCXwYN12JrRYUECtS42tZ0xYEtCzqmQ9u0aZlvFrWdelSf52CWdUhSdskLYJRkHI99pn58rtOm17SllmfTb3sY+rffT4auAgzXe01s8+VFR5zmDKYB41lE07OxXjh8LNOg23JpXBjuF9JwLFqes2ywLWhRfpQymgUURYVeC7l7LVfZ7EpB07XoNh2SLFcdbz9mNA3POZYtkOVK0zF/odiwDJ1uU2WBvK9jqigrToKAx8Mx0/cQJFdWFXGeM40TDuc+680GjqGj6yvosstpboYENDTZR+Nm/WzBIoNDyHU0ucqpKFyr/5yFwJQWUuicJM9Jy5hxekxaRpRhiae1MaRF0+yhibe/TFiWTrvtKPvMrKDhWfR6DXpdj27HZXd/xK9+85y//je3uXqlTwVkWU6WFeR5qTqfTRsqCKP098Y57LcNyzHo9hsMTuYIBI5rsrLawntF0KnjmrS7Ho5jotcuVEIKvKZNp+u9ktMtBHT7Df78395h60qPX//8CQ++PmS/drWaTRSF0DQ1Oj2PtfU29z7e5pM/vUavTjI/Opi+E7XpLHRdsr7ZJopSfv2LJ8ufm6bOxlaHnav9cw5cb4u8LJV4syh46wTCV6Cqi404y7H00/1rahrrjQarnlvzraulocpiQVlVFetVg6Iql7Gei06mrev0HEdRIBb3EqEWK5oUNCwT1zxPo3sTNKkW22srTaWb8iymVUUUZTx8coJh6Ny5uc72ZhchX50TFcUZxycz9g7G7B6MGY8Dygq6bZe7t9bZWGu/9jpsmTrNhrW03p35MUfHM8LwzQ2dJM3ZP5rwdHfIPHg7u2UhoN2wuXalxzyIGU9DhmOfz77aZ2OtzZ/86Ipaz3wHTAshwLUNtjY6HB7PCIIYP0i4//iYdsvho3ub9HsNhHx/VrR/LNCFpGlYtAwbXWhkpUoTn6Yx+XteZFcoYfhTf8w0VeuCpmGx5ba43VrhbnvttbqpRUBhkKmsNu0NzT5DajQNC0dTFNi0KJhlyl73MuSopMiZZwnp73uxoUmJqWtEiaLifP74kH/+7ClPDkZk+Wn+wVrtPPSzD67wyZ1tNmoXqN8mbFPx+p1a7CiFXI6x0rLgOPIZxiE3Wz2ar6hKF1hMreWLFMSqUp7Jl7wAJlnOZB6ey6BYbGun6eBaxlu5g7wOmiZpOKay761Fcme3c5HKPQvjC8fZtqnTXySJy7PFRsZoFtFve5xNwg7jlPEsJIgSikJxDKUQNGw12bBr942mp4qPiR/hhwl+lDD1VXJ6XrujLE7ePC+YBZGabJzxhbdM7XSy8Z5uFGVVceIHPBqNmcbvL7XaT1KejSesNxqsNzwcw0AVEi8eMy9Q0pa/XhwPGqf7+/zxoQuDFWsHXZhEhU9QzDClTV6meHqHht7G09u0jD6O9vbj+0bD5upOnyTNyfMCxzbxPBPHMTFNnWtXV/jrf1Ny4/oKhqGx0muga5K8KCmLCs8zlQWnY5FmBe22sjne3GjTbjs0m6eL6YZl8qONdUxN52juM4sT8tqdI38h2Ez9u/55/bvszN+Xz6n/FN+SSvNdY2Orw5//29vcuL3OaOjTbKmi4drN1QsfL2tnqT/5i5s4nlVPnXSuXFth+2qPVvtlHcwyCVeTOI7B2nqbjz+5wvpmh9kkJAwS0lTdqHRdZXA0mzarG202trtKP2FofPjjHf63/8df0Gq5bGx12NzuvnUReZFrj/pMJmsbbTa3u7jfJn+pOnMefcdfvahpD6KSS2rVQsh75kHKbvhMs2DxWykEUlO/r878/Ozz30X0KYXAtU1uXV9lNAn56v4BhyczgjBl72DMP//8MZNpxM5Wh363geuY9USyIopTprOI5/sj7j865usHh/hBgmEofdHW/5+9/2qSY1vTNLFnCdceOnVCY8ujS3fVWPcIG6PxgmY03tCMl/xz/AO8oWgbs+E0h91TXV1dVUdtCQ2kjAzp2pfzYnkEEkACyASw90Gdqs8MGxuZHhHuHu7LP/GKnT6f3t5ie7ODfMM63O0E7O8ObPNolnA2WXL/0Slff39IrxswGsb0e+GaA1jXltNxNkl4/OyM//rrR/zum2fM5hlCcKkO7+q8DQcRP/18jyQpeHY4JctLziZLfvv1UwLfYX+3z+5WjzjyCEPX+lcoSVXZRklV1RRlzTLJWS5zpvOUoqy5vjdgZ6u3lsC96LOj0OOTW5sslzkn4znPDqfM5ynf3T/mf/mP3/DkYMLuVo9+NyAM3ZYPK6hNQ13Va9REkhYsk5zZPGM6S9jb6XN9f4jvOh81SfyHClda2NRWEBO3U4xFmXOaLzlKF+3PvUsrOL0tqsZY5StjzXg9pYm015oDXnzdN61PSFKVHKcLjrMFeV3hvWWf/NYt3DqOW67HJE85az093NaP5KIcsQGmRcaT5ZR5+eFymIvix5lsOIokL1hMcv7x26f8z3//3YuQICXY3+zxq0/3+fOf3OAXd3f/IGNC33Xot4RkeM7SB1stnmRLFmVOz/W5FvfePt1ok76XzYBWRoCXeZYVZc1kkZKk+QuJv+fZTn3gv94d8qqhpCDyPTqhh+toS1Krn+9nUdVMFis+xAXFhmdhVK9MNvLKqlKd8wYBy0c5nljJ21UhZWFU7WSjJcp1Qp9hL+TJyYzaNLbYWFopxqo2OEKu8chrf41l9gJnw3U0w05oCeIfDEZlOF4mbbHxfhCq87EoCh6eTbne7/FlfXHSePm4+FiV0Gx51xi420zLE+blKV1nSG0qQt0l1n36zga+it/JzKoT+8SRv4a5CMELieXd21vcubW5TrhGo5jhMF5vL6W9FjZbpcbV5bS/N3jh3wAdz+NXe7vcGQ2tS3JekpUlaVXZv8uKtP132v57/fPKmqatzNPS1kgtrSpEVWHekyT8Q8fe/pCdvcELHgFv08X3PIe/+JtP+PO/vrv+2eo1b1p2hbAwpuFGzGAU2QTuAm8C0W78MtTkp7+4xpc/22/XxefbXDWEtEn2an+lkpazsd1jZ6//gvv5u8S7mre9/v3OPwtev83b3uN9fn/V8H2XT25vkZc1RycznrZJ97PDKf/hf/uWJ8/O+LNf3uTurU02Rx08T1NVhpPxggePT/nt18/4r//0iNOzBWVV04l9hoOIa3sDPr29Rb8XvrHQ7HUDbuwPGZ8taRoYTxKStGBjZIubLz/dJY48REvkrmvDYpmvP/vv/vEB9x6eYIxtYF1lujEcRPzM2+d0vOSffv9kXUD95vdPOTya8fMv9/nVz66xs9VjS3RxXYVu1Frqe5XoHx7POTiccv/xKYsk59/+1adEoYfoBK9VlYpCj0/vbJMXFV99e8Dh8YxFkvP9/WNms5THT8/45c+ucevaiK3NLmHQ4DiaquW0JFlBkrZk/qMZD56MefD4lL/809t0OwF0+RdZbDhKMfJDtsKYjuMhBSyqgpNsyUE6Zy/v4qvLy8W+LUzTUBmrPCWwxU7QOoK/Lizk0k41DtMFh6ktNnhLYztQms0gou/5OFKtDQTP8oRpkRK3BPSL7zZrIvhocca8+HA5zEXxg191VWXVl+49HfPbewd8+/jEdi/P3fyqdYu+vTeiHwfvrCX9vqGkxHc0ulXscKQi1C5KJJjGWHt7L6Tnvpkc/iFj1bEpqxedRbWUeO7zff1QsUoKrSmgpGiatTa+MYairCiq6sLF22s5G53g1cmGlcAtXugWLtKcw/GC5TkzP9ESxIc9O9lQLYxq2LXSkGC7VGVVM11mTOYJvTgg8Ow1U9bmHEH8vHO4NfOLgveHUTVNw7IoOFosGScJsyxrYRcfJpZ5wcPJhLuzgcWOnyvE3hRlVVEUVle+qmuiwMrJXhR1U3KcP2FaniCFRKKIVR/tuPgqQiI4LQ5I6wVZvUQJRc/ZINYDIt3FeYvJ3yoRfPkyOe9L82qK1LzCMXj5kC86BVIIQtdBS0nkupShxahXxliRAmNhi2U71SjXE436+dTj3Pbnf77e3himac40y/judMy98dkbj//HCiEF6pKr0Qsd70tKl77u9e/SDBJC8L5Le10ZTo/nPHk0ZrnI0dpySXb3B3S6Vhr0fczXdPsMcJR6Jz+Fi0IKgacVvr7YVO1t5/J9f3+VWHNjtGRjGHP35gZHP7mGEPD42YT5ImOxzHj09IzaNHx7/5godNFKYYxhmRZMpylHpzNmi9RKKndcPrm1yc9/co2ffLZLELzdUHV7s8PPvtjj9GzBo6djsrykrAwPHp9SljXfPThh2I9aSJOgKGvStOD0bMnZNIEGru0O8FxNXlQcHs8ufQ60kgSBy51bG/x3f/M5v/vmGV9/d0hVGU7PFvz262ecTRM6kUfUqhtK+XyysVqHF8ucRQvFklKSpEW7lr++8JFK4Huave0+/+bP7xDHPl99e8B0njJtJxzLtOC3Xz0jjjw72VCCum7sWlXWazGOZZIzmSaczRLmKxj2x9w5+QFDYuVgB27Il/0tpkXG9/NTTrIl//HwAaWp+bONa+yGXULtvjJ9WJ22ZZkzL3PyuqI0hoFnc8IX1kYg0A4DL8RTmoaGaZFzmM6ZFhlZVaJbPxF4PtGYFinfzk74+5MnPFlOSaqS+hIkbyUkvnIYeRG3OkMqYzjOljxeTvn/HHzPn4z2+cVoD1/qF/g+aVWyqHK+mZ7wn08ec5C+u1LgZeIHLzZWI72vHhzx//7fviLLX0xULflQsjGIubU3pNd2Q+3vftzphlKiTeCtW6cjFVJb05W6aRh6oS02vIvx0D9E1MaQlzZ5Op+4KSXxHeeDqnStzreUEkdLHK1sYdjeala3vKKs6gthYL7rMHoNZ2PcEsDPv2qRFhyezddmfmBhZ1HoMuqG+J4GVsVG+IJyyYqbMZmnBJ6D3/7u/GSjbJ3DpZJr7444eH9d9waY56tiI2WRv520eJVYFgWPJlMO5gvyun4BIvGmKMt2fJ7mpFkJI1pI4Kv3UtmUPEvv8TT9lqG3x9DdoeMM6eghrvRI6jknyVc8Sb9lUhzhSI8b4RfsBndwpf/WYmMVVznX7/q9KCkJWoWeDxkrLHxWVqSVdXt+cDbh//nVNx9NsfEvJVbrTVXXnBzPefxgzKI1g9zc6rB3bUCnG7zgfP4uoZUkcDSuvmwJ9+YQ2OvTU4rAubqD8x8qrAJcjOMo0rREIEjTkuksbTv3BU8OJm99nzjy6HdDPr2zzX/3N5+xvdnF9y6GdJyP7Y0uvU7AvYcn/OarpzRTmC8yHj0549ETe+8JQStRaxP92tiGXBS43Lg25Ob+kG4nsNDb5eXVxawYheLOzU0G/Qjf05yOFxyezDmbphZa9u3Bpd5rFYN+SLbym3rDbigpUZ5kZ7vHX/t36MQ+i2VOkhbMFrZw+f7hyZU+G6wq2L9kVQ0hBFoI+m7Al4MdpkXGcbbgJFvyvx7epzQ1m35MpO0UQDUvoVHavxdlwdNkyrzIWVYldzpDhl740lohCNtiI1AOpmmYlikHyZxJkZLVJb5g/RmGhrKpGecp/+XkCf/x8AGPlxOy+lV/rItCSYlCMvIj7nRHzMucsyLl8XLK//zse3zl8GlvE+1IXKHWa2lSFZxmS76ZHvN3x49Jqst93rvGD15sPDgY8z/93bd89+SkdaV+sVJbdal/d+8ARyn+4ifX+dmdHRytPnjX/m0hhbD4yxX+39Skra39w/nEOlFLSa9+D0zwFWNForbY8eeLhRTiBa+LDxl2uiFf8aMwrWFe9dKUZRWeq+m3DubqBSfxsnUSL184hsVa8rZ1DteK0HeJfJfQt92ypmksCf6lYmPlJD6eJS0XxEZZ1cySjHmSUdc1rlZ0Io9O5KGV+iAFrGkaTpZWhWryAYjhL0dtDGlpJTMPZnO6nkfP99Fv6UYrZaddZ7OEk/GCvKisZGI/YtB7UUfcNDWL6ozT4hlaeiihmZenhLrDXvAJAkFeJygUd6Kfo6RDVi8ZFwf0nU1COh/8uD+2WMGBHG2vm9hz6Xge7jsaQP1rvH9URc3h0wn3vjtkPk1xPM3O/oCbdzaJOu/fBAoczWYc0fW89xYlkELQ8Vw2opDIs93SH2K9/iHDcx2u7Q+QShB3PD59PObweMb4bMl8kZFkJWVZYUyzXu/PJ/U7W13+4le3+PmX+/S7Aa5zuTV4tZb97It9lJI8eHTKwydjJrOU2TylaKf9dlomiFsPitEwZnerxye3Nxn0QhbLnIdPxjhaXejL9KZwXU2vE/DTL/bxfZcnz854cjBhPFkymdqiK80K6pZnprREK4njKFxHE0cecWTNTHe2enx6Z4tO7F3KmM/RkjjyuXNzk//x38Fnd7Z4cjDhZLzgbJqwXNqGUlnVa1d3rZRNKLUiDD3i0KPfCxn0Qn7+5T69l56h/xIjdlw+622S1xXTMuPryTFnRcpX02OaB7/m7056bPgRoXZxpaJu7EQ8r637+LTIOMsTIu3RdwP6btscf2myMXBDbsUDdsMuIy8kNzVnRcL/cvA9Z3nCyI/oON7a2XxaZBylC76bnTAtMm7GQ7aCDo8uYeq3iu0g5q82b1DVhqN0QVFXPF1O+Q8H9xjnCQM3oOv6mKahbuz04yRbcJwuuR73GecJkzwlq9/dfPVN8YNfeQ8PJ5xMbVc7L+u1msZ5zkJZ1vz+wRHjWcKwG3BrZ0jcEq/gx5twiJeLjcYqk5xmCY8XUzyp6LrelbrN7xvG2MTamBftmsSq2JDig++I7caJlnj+/OdNW/hUr1HSch1FTwXEoWddulsncatGlZJkxQtFyjK1Zn6ryYbraOLAs/Cf1jW8qk3L2YheUMiqWifx8Txdq1KZpqFofTbmrZFTHFj4VDf0cd4gtXiVaJqGk2XCd6fjD6JC9XLUjSX7TbKMg/mCzTgict23TrG0kjSuoihWrr0ZnmehaP2uJf6ujt80Nct6yrg4JNJ9tHSYl6e4MqDrjIhUj9wkKKG5Ff0UKRS/nv5/OSsOKYPPPvgxf4h4+Zp83+96hbFfGaJFrkvH9/B+ZOEKeH5sK8NF1r4Kq58/jxaotuaLnWcKrF7/Kpzj1e0/NnlNYxryvOLg6YQH3x0zn6V0ugG7+wNu3N606mXvGYF22Iwier6PegO++jIhhaDr+2zGcXv/Xu66ef5dr/h9lxcUWX3uhxIN8TzNtd0Bm8OYa3tDnjw743dfP+P7Byc8O5wyni5JU2u8KUTrb1E+d+zeHHX481/e5M7NTbqd4NJqZKtn25ef7XLr+oh//O1jut2AR0/GPDmYsFjmduIiLCe01/HZ3Ojwye0tPr2zxZef7BKGLt/eO2I6T/F96yujlWxJ5Zc49tbR+yfRLp/d3eb+oxO++e6Q+49Ouf94zNlkydnEqiKWRY3raWuoGThEocfWRoedzR43rw25sT9kZ7tHHF8Ogq21ohMrotDl+v6Aw+M533x/yPcPjnnweMzRyZyzaUKWFhRlbQ2JPU3gu4SBw8YwZmujy439Ibeuj9jZ7tHt+m8tdlVbLCnZrCFqVy2QV7nJSshhpd4l5av81R87Isfjk56HEoKzIiWva6bjp9ybn3JvdkrsuOtCINAOlTEkVcGiKpiXOVldUdQ1dzpDvuxv80lv48JBVd/zcZViP+qyFcQcZUsmecp/PHzAr8cHXIt6jPyIspWdPUoXTAurnDbyQ74YbCEQzIrs0n4ZW35MtOkyyVN+c/aMx8upFTXKE/7+5DEbfsyWH1M1hsLYJvpplvB5f5PbnRGOsKaspvlhiOI/Doyqrf6lEGwNYjYHMcdnC46nS5tENysidMY/fPMUJSW//HSPu9c23kiq+6FDC0vqiR2XrushhSSvrT/Gj7VPlj9h/T7Of6ZN/OsfBIe5ci019Yt+BkLYfXmdProt1lZE+4AkK1lmVid9skjWDvGrWGYFx2fLtXN4HHpsDmLCc1r/VhnFSvyGvoOjFXVtsfTTZcrZPKFoR+hpXrJM8/XDrmlsATTohHQ/oJnfC5OND6hC9XIs8pz74wmbUcROJ+Ztt2vVPuhni4zj8YJRPyKObIf25eJYCkWkemx6+1wLPmXgbfM4+ZrKWF6NwapoCCERQiKFQgmn5VF8nFCQBoNpLFRPCQfxitzvP+8wGM6KUw6yZ0zLCYtqTmlKTFNjMJjGWP6NkPScPj1nwI6/x7a3A0Dd1BzlBxznR0zLM+bVjLqpAUGkIrpOjx1/j5G7gSs99DtIHv9QUVWGp4/H3PvmkKePx6RJQRBaBartXWs26PvvD6MLXIetOGKrE7ERhVSmbk3zrh6uUtwc9PnZ7haj8PIOxStfo8k84cnRlPE0YZ7kFC0y4G2Fxxe3t/nFp3vvLTN8PpRWdGMPdvv4nsPtGxsslnnLpagxtX2OP3o65u9//YiT0wVlWXF6tuAffmu9VX76xf6V90krie873LqxQRx5/OTTXebLjKKVyBbYZ6TnacLAZdCLGA4iuh3rAn5td4DrKHY2uxRlzcYwZnuzS/waaeiLQgiBVpbDoqRkZ7vPTz7bI20J4bVpJxtKonQLQXYUUeARhR69bkA39gkD98p5w6oB2uvYKcdoEPHZnW2WaWEFUiqDqa18tVIW+qy19esIA5deJ6DbCSyZ/i1Fg+9p/vrP77I56tA0Da6rubE/ZG+nTxxdHs2xOYr5m7+4y6d3tlgsc3zPFj87W90WGv2Hj6EX8ucb1xi4Abc7Qx4szjhIpixaudlxniKKtBXAsNFxPLaDDl3H49PeJl/2t7ke9bhoACoQuFLxq9E+Skh+Pzni29kp8yIjqUtOsiXTMls7f8eOx27Y5UZs3cWvx32O0gW/Hj9jWqSXK1ClJNQuPxls83+6/Qu+mhzxzeyYcZYwLTKWVc7TpMaRCi0V+1GPLwfb/Hywy6e9Df63o4dkdUVmLubkvm/88ATxFgLkaEngOexv9fj8xha/f3DEIita8rMltc4WKb/5/oAkK+h3Ava3+rhaIf8AnURoyYI4RNptFQwEeV1dirTzoUIKOx5VaqW4tCJrr+BVH25fzndP6/a9zz/Y7KhW4ij5WqIuQhB4mn4cMJmnJHlBXlZWqrYo10pcYNWoTibL1swPOqHHZj8m8J+TmoUQBJ7bFhsunqPI2gnLdJlxNrfmfnVthQiWaUFZVevOmqs1gzigG/nvzW9Z7Xdt7GTj/tnkg0revhyLvODB2YQb/Z71ZWl//rqFx5imlVws1gRGrS4uDKWQhLrL0N1hy7/O0N1hkh8xa06pm5rSWDLj+VJfCoUU8g/enXpdNE1NYZY0jcFVMQKP5zLA/7zDNIaqKTnJT/hq9lsO8qecFqfkdUppCor2j5IaRzhcC29yI7yFJz22vR3qpqYwOQfZU76a/46D7CnH+SFVY6eCA2fItr9L3dS40qPrCFRj190f8/w1Tbv2nFe7ayBLCx5+f8xv/vERz56ckeclg1HEzl6f7d0ew40PA+sLHIfAcVrZ6ZikKMjKivqKD18pBIGjuTXo87PtbYbhq5LCr4vaGLK85PB0zj9985T7T8ecnC3Xa9vbio2mgZ/e3UF/wGJbKwvriSOfve3+K783xn5nf/ePDzk6se7xVW0YnyX80++eEkc+t29s4Ln60lMX2yG3SfSNfTsduGrs+j12t3v88qfXr/zaVchWv340iBkNflwX79U56LZFA4w++GesrifX1fzZL27w57+8uf75+Ulq3VQIbDPjTTEYhPxp/xrWEVu+dlK68pRxzik1BdrBkda89W0h2vfwpCJsjZYD7byxqbh6174X0PcCbsR97nZHfDU54tdnz7g/P+MgXbAoc/K6tKJByuaAseOyF3a5HvX5rL/JF/0tRl70yvNwdZyOVPxssMPNeGD5II7H/fmYJ8spizJnWmR4StNxPba9Dp/2NvirrRt80t0k0A6/nxwx8kMKU+G2hPLX+doALelc8Vl/k/24z7WoR+y4fDs75f78lKQqmZUZHcdK8N6Mh/xksM2vRnt81ttkURU8SaakdUlalzjyTZ929fjBi43Qd4gDj7v7G3x6fYPr2wP2N3tsDa1T9e8fHPH9k1PAdoxnScaT4yn/8M1TtFZ8dn2T/c3eD72bF0ZlaiuBKexF3NCwrEpK8+PBqFRLbnZeIixWtVlLv37osNyM+hWXcykEnqNxtH7jaNV3HUa9iJPpkvEsafexIssr0ty6sQusYWGSFZR1jRCWCL710mRjFUpKui1R/HSWULdO4pN5SllWVLVhnhTMk3zt3wJ2stHvtpOND0CmXxYF4yRlnKRM04yi+uGMcOZtsfHp5uhS7p5a2YI+DFxrXqjkespz0bclgNLkPEq+4ih7yLg4oDAZ95e/RgrNpLTE8Hk1RgpFVi9xpUfDj1dsXyXSesLj5d9SmCUb/md0nT181UOLH49j9UPFop5zlB3yJH3IuDyl7wz5vPMTlNCYxvAkfcj95fdoqfGlzyfxZ3ze+ZIN10onH+eHHGTPeLi8z1lxypa3wyfxZ0gkDQ2LakFucu4vv2dWTvmy+zP2g+t/kMLy+28O+e7rQ4wxFjqVlSTLnEcPTnn6aMzkbEkUe3z25R6/+ovbjDY/PH/oWr/Hf//JbcJHDsuHj0mK0pq7XiK0lFzr9/h0Y8hPd7a4PRrQvYR79yom85Sv7h/x1f0jvnlwRJKXhIFDN25hMG/5Skb96EcvsC13QjLsR/zksz2qyvD194csk5ynBxO+/u6wVbfaZH+vj+t8HB3ufw0bhcmpmgpXujjCNvtqahbVjGU1J6sTBJJNb4eO8+Z8bFnNOcyeIIRg4G4QqhhXuq9MmkPlsOlH/LudO2wFMRKBpxy+6G9eCrolhaDr+vzvrn3O7a4twrqOx+e9y8vFB8phN+ziKc1u2GVWZiyrgqKuqRvTEsut35ojlUW5OD5DL2ToWwL4m0JLRaRdvhxsMfBCZkW6NtCrG4MSEk9pYsdl4IXshl16rpWwvdUZ8H++8ysWZc5O2GU37LzWdfyFzxSKUMHd7ohAO/xqtM+0SCmNoW4MrlS4UjPyIzZa7xFHKn4+2KGjPaZlSmUMv2ynMh9qLfnB7/go8NgZdvjVZ/v8t39yl2E3pN8JGPZCNvoRaV7y+HBC1T5Yli3+89ffP6MBOoHHZj+yI8ofScljlV7npmZR5ZimwVOavLa6/OUHnCa8LbSS+J5j1VHOfellXZPkJUX1YX0AVhMTaw5k1rK30KqqOPqtJD/f04x6VgJXCIGpDYWpyYqSJC9wa7voJHlBWpTr4+yEHlvDmNA/73q7Og+CbuQz6IYs0oJZkTFLcibz1Kp1VYZ5kjNPXvQAcVvn8G7kv9ZM5yqxyAuOFgvGScr8A6tQvRzLouDxdMrhfEFW1Rhj1tOji2I1eQp9m5goJSnP4afPh0CgpYsQkpP8CXVTtR0rwVH+iKbVINPCYVFNkEiqpsDlx0/cTdNQlhYq57ZKMRdFVk95kv49SXWKki6ejHFlCH+Aff7QsawWPEkfcZA9Y17O2PX3+dPBXxLrDlJI/mny92R1ihQSXwXcDG/xWfwlYOFlx/kRX89/x7g4IakSPuv8hJ90f4YrXUxjuLf8jvvL73maPuZZ9pRNb5stfwctNOpHhKM1TcPDeyf8r//zV1SthOhynrFcZCwXOVlW4vsO23s9Pvtyl5/98jr9QfT2N75i7PU6/M3tGyRlyb3xGeNlwrIoMU2zVik7f1etXL+VlESuwycbQ/702j5fbG9yvX+1ZtlskfGb757x2+8OOBov6EQe+1s9Bp0Q11Vv5ZJs9KMfnYi+6sAPeiFffrq7LjKOTuccHs8IA5codJFC0O8FiEigtXzh9e8aL056ns9/X/eedvvVM+L9k6nnn//2z/6YYrXfBkNmUrI6paO7ONIWG1ZEZMZJfsC0PEMJRaTjtxYbWZ1wmD1pTZE9tHDRwnkFbuRrB187jPyIv9i6caV9X/HLYu3y32zf5q+3bq3vSyXlGur+5mvATh/62qfvBHzW3TgnzS5e2O78515lH7Wwz9m7zgZ3uxtXOsZrus+1qH+l14BtdmgpuREPuBEPLv26z/tbfN7fuvLnXXq/frB3bmN7EPOLT/e4sz9i2IsIWszeqBshrsHh6Zx5kvP4cMLB2Or8VnXNwekcrSSb/QjPVexv9hl2L497fZ9osA+USZ7xeDHhNEvIqmpdicKPM9UA68p9kVFeXlijvDT7cHJltTEs09Lig8sK07xISne0ohv7dFoC+Ov32WHYjYhC74UFJi8qJvMUrexicH7f15yNl2BUq1BStqpUEUdnC8zcutUukpysKEmLkvkyY5HkL0AwXuBsvC+MCjhJEr49GXOWpu/1XpeJaq1KlXIwmxM5Dr3AR79mwUvSonXMFWxtdC2W2LTJES9es1q47Pp3CFWXwqTUTYUjPRRWF9xQU5mKuimpm4qSgi3vOh1niCd/nPtwFXlR8U/fPOXgdM7PP9nl9v7FUIIGQ21ymqbGkzGe6iLFh5XD/UNFYQpm5ZS6qeg5fbpOD0c4KKEQCEIdMfI2mVdz5uWcvLYGTQ1WeeS0OOFBco8Nb5Pr4U32/X26uoeSVvHtengTRzjMqimnxQmnxTHH2SEDd0ikf1zoSF0biqJkMctYLDKKvKKuasLIY3O7x627m9z9bJtPvtil2wtx3A9fDK2I4n9+fY/A0Xx3Oub70zNOk4RxkpFXFXlVoVoydtfz6QU+N/o9bgz6fLm1waebG+x0rj51yYqSo9M5xjT84rM9buwMuLU3tNNK+fbkePgWw7wfMqLI4+b1IZNZwqNnZzTA+GzJ+GzBr3//dE0gv3Nzg5vXR7jvKVX8PAwNdcvZalDCQ3DxvW+agsosQEgcGb92u8tH0/LFCkxToYSH+mcyTa2aksLkHOfPmBSnXAvvEL7n/R7pDrfiz9pioIuv/LdCr941TNOwzArmab7mb24POgzjsFU0vfg+ME2z9up6djbH1Yq9UZfId1/gx65EGt5UuPxrXC5+8GJj2A35/OYW17b69GN//YX1O1a16IupdZauasPpbEldN9Sm4XS6pCgrht2Q0HfwXE0ntIvtj7GQNjSkVclZnpHX9VrL2JXKYtl+pAvPczWjC4zy8qJitrAKT1VdI1u52veJqm5YJDnTRUZeVq/I2zqOot/yH96UuPuunWy87GmRFSWTeWodX01Dco4wLlsY1cYguhhGpSTdOLCqVI7GNFblapEWa9fU2TJjkb442fDWk403F0iXigZOlgnfno45S344rsYqTNOQt6pUT2czBmFA7L1qOLSKVTEnBAz7Icu0IM+rC7ucSmiG7g49Z4OqKWgwuDJY+2eYFuM/K085SO9RNTDyd+k5G3jqxy82fnfvkN9+f8BGP3ptsQHQYAnPWvg4MkCKPw6SeN1UJHVC3RhCHRGoAC01EnstuNKj43RJ64TMpJSNvbcaGqqm4qwc8zR7zH5wnbvRp2z5O8SOTYSbpsFXAa50+WrxOw6zZ0yKM07yY0IVEqoXJwcfrhP8Ypw3lPN9lzSxYgWOo/A8zWijw87+gF/+2U2++Ok+g1H8QRSozu/T6r+uVnha8dPtbW70+/z64JC+H/BoOuXxdMYyL0jKEtWSh7eiiO1uh1/sbvPT7W2u93vsdN8taSvKmtPpkqZp+OLWFj/9ZJdr2/21Qt/HHCti8nyR8fjZGXlekWYF82XOdJ5RljVFWSMEbG92US2x+X3DJvsVlUkBg5D6tY0G0+Rk9QlSaJTwXrtd09R2wrviaAqBQNI0NYYKKRwkTrtNRd3k1CZDKIn6wNNU01gBCEPdijq0V2pDW1wplNCtQaukbiqqpnpJuQ601Gih10l0VqcsqilH2VOO8qdEukvPGaCEsq9vj9009jzkJiOtljStAasSGiVUC8eknZAr+s7QTjaEi2wbIvYYrJjF645Bt8cgkFRNRdWscoRmfQ5Uyx1UwsHUgsky5fBsweFkTlHVeI6m08rvN+tJpAUECFZms895n/cOxwSuFaHxHY0Soj0/FkGSlxVKChxtlR3PG+P9a1w+/qDASSkEN7b7KClIssL6JkwTpkubyGVFxbePT2jAei94LoNOSPQaV+QPFaKlNW0FEZ5SrYNw3e6zZDP48GP710XouWwNO/TiF2XrKmNoCpgtM47PlvQ7Pp3w/R68ZVVxMl1wNJ6TXaBJ7jmaUS9i0Amtw+5rIvDsZCMOXp3GTJepVVupzHqysZLajQOPjW5EcCFnQ9CLfEa9l/02bHfiZLrkbJ5YGN4553DP0XQj33p/vK9zOA2ny4TvTsZMfoTJxirmWc698YSNKGKv23ntY2ylTd801g+lG/k4fWWVSF7atm4qJuUxab2goweEuoM6pz4ksA+Kjh4gA4nBEKgIVwYvbPdjhDGNvc4nC7L89ZM8KTSe6gGCuikpTIISDvIjUlV619DCIdIhuUmZl1MW1eJcMgFZnTLOT6mamq7Tw1N2LShNQVIllHWBaQye9Og4PdyXTBkFAiUUgQoJVEjZlCzrBWVLIF8lKx/iGXteytWiAs9p1AvBZ1/uEcU+WVZS5OU6UfADlyj22Njq0h/GeB9AfWq9T0DTGMqmpjQ1Wio8aeGrHeHx2eYGgzBgkRcs8oKydaVfJR6howldl40wZBSFxN67P6OapsGYVhzDd/A955+dP8fGqMNf/MktPFdTlhVPD6ZM5ymTacLX3x2yOerwya0tIKYT++95XTW2AGhK6iajwaB4fUOkNHNmxbco6eGqPvo125ZmSVGfUjU5pinRMsKVHdL6iKR8Qse9Tcf5BDtVqaibjKpJUM2HN/0tTM68mjApx0yKU0pTIISkNhVlU9Bzhmz7e3R0n0h3OC2OeJY9pKhz6jbBbzBse9fY8a/ZhN9UHGSPOMgec5Q/Y1adoYXDsprRcfoEKiSrU+qmZlnPSNo157G6R2kKXOmx5e8zdDeIdIfSFJzmh5wWR4yLYyLd4UZ4l54zwlcBeZ2dO4YT6qZGCklpSkpTMPK22PL3iHWXSHU4zJ/wJLnPSrB7Xk5J6yWdVmlv07lOYEZ8fzDm0fGEXuSz0+/QDX08bYuGqjYsspyiqnG1Nev0HFvQeI62HNRW8KauDZUxOCiMMRRVzcHZnAdHZ4Sey3Y/phcF9MK3K3v9a7waf9CnsBCwPezQjX2OxnNOJ0u+aY5ZpPl6zPX4aEJWVOwMO/TjwKoDXEHR4p32C7vQD31LAvpDRuA7bA9j+t2wNRezD2tjGoyxbtnPTqYoKd652Fg9+Iuy5mi84Nnp7AWZWiEspyIKXAYt2fptMKpRz0K/xPlpTGkLg7puyIuKpOU8KCWtx0bo0e8EFxYFSkpbbFxg7jdbZpzOlkzmKYs0p265DY5WBJ5DJ/QI/Pd7YNfGmvucLhMenE2YZvk7v9dVY5YX3B+fcaPfs0Vm+/OXj0YpiesqitI6vDuO1Wm/CKpgqJmWJ8zKU3wZ4coXrx2rFCLR0iHUl4eCGGPV567iC/C2yMuS2TJjMkvJy9cbDinhEustJIrSpCTVGCVchFAvqKK8Pj5OfwkAV7r0nAGLasFZccq0POOsGFOoHIFkWkyYl1M8FdB3N4naaURlKnKTUTYlTWNwpEOoI7Q8z4uyxytReNLDkx5VU5HWCXVjld3KoqIxDdo5r4yHXYzajuGqW8rKG6LVjVwZr619I9rrwxirPOU4Cu1oVp3OazdHXLs5emHffuhoaKhpKExFUuf4jYsrNY5SOK3Hyo1B/0fZF9lOSxpou7wfLl70a1l17V/kn1wUAtGq0V1uUtjvBXTiPRrTMD5bQsNaZWwyTZjOEpZpTq/0W/hjSd0858BJsZpMWGx+3RQ0LUQKhJ0qCMdOGjDUTUppFpRmCQhcWa+9ZBrq9vVWiCSvxyyqBziyQ9/8hNdRkuomIauPKcyc2mQ4qkMlB6TVUxblfVzVo+M01E1OaRZUZkFlUhzZaTk9FaapsMVIs54SSKERQiPaqeQKfkV7bEJIBLqVGrc7V5qCWTnhMHvCk/QepSnxZdDep0tGrsXaG8+gpcNZecqD5bd2MtBA1VTU7dTXlT5aagRwVp5wkD1mWp2R1ktOiyPAwquMM1xLamd1yrQ8o25qtNCk9RJX+hgsidqVHpUpmZUTnqYPeZB8Q98d0XUGBCrCkx5FkzMtz3iWPeJJcg8Q+CqgqDOSeklqlnaN9iFQIaf5Id8sfoMrLefjKHvCuDxm09tl29tHezHGdHg2nvHwaMLPb+0w6oTEvotS0sKQi5KzRUpWVC2f0WUQBQSuY5U1z9kKrGDHK+n/vKw5miz53aNjBnHQTjeURZlc6i745xuXfn6vOC6X2PSjaPk5SvH5za32IQbTZcaylcVtGmv+9o/fPl07ZYa+Q+A5/yIULSLfZWfUZasf0Yk8sqK056X9/fFkwW/uHeA6ir33UO1qsOpQDw/PuPf0lGX6PJleFQ87ww6d0LME8TdA2TxXM+hYGNV56FdRViyS3JI+s2I92Qh9l1EvfI6XvOC9LYzKZ3SBud98meO7KZNF1sLKjOWXRD6dyFs7QL9PpGXJNMsZJylniTUD+rFinuU8GE842lq+URFnJZMM1t/meLzg4Nhw9+YG3U7wwoJgGkNazZmVp5Teh4OEpXnJdJF9GJW0Nmk9mycsk3w9Dn9deLLDdvAzZsUTkvqEMkupm5xYb+Gq2BYetpVw4ettYvdxwq46usut8A6VKTnJj3icPmRezXCEixKa3KQ0wIa3ye3oLhteS/R7SbxoXRBcGBf/vMhKDh+PKYuK/kaHMPbRbQFbVzVCCrS23cAyr6hKm1TWVU1V1ni+Qxh7LRejWpt+zScJs7Ml/Y0Ow60uUllFI1qO0Q/ZUHrlyJumlQeuyOoChVwXUj92+J7DzmaX+TLnaDxn0A3oxQH+BRPfdwnLwyopzJKiTjHUmObN65kjPSI9wlOXm+pLIUDB/m6ff/fXn7IxivmH3zxGSkG/F/LTL/bY3uwShpqGkmX5gHn5fat0JwjVDoHesdwL4bAsH5JUTzBNCQgi5zqh3kXJEBrDonxIWh0ihYMjO5hmhIXelOT1mHn5PaWZoYRHUU+pTYIru1zqC24sHyMpn7HgAb7aYCP4SwK1RYOxPy/vIVpYltcMaTBk1TFZfUxt0nbqYdfZQG3hqQ0cGdNQMy/vk1XHNNRIodAiwlMbRM51XNV9eWdoGug7I25FnyKQLOs5ab3kKH9K2apKJdUcLTQb3g5b3h5lU5CbjGU156v5P3Az+oT94BY7/nUEkuP8KbNqyu3oc64Ft/BViBKaeTUhrRMUilh3uBN9Tt8dsazmJNWCpFpwlD2lpwfEustucMOqWNVzfBmgLipO2/Vn5G5yK/qMqilZVnPSOuFJ+gApJLHqkpuc0hTsB7e4HtzmofMtT7OH9J0hfWcTXwU0xsK5ZCuRrFqp96KsOJwsOFsk5GVFUpQs0oLQc/l8f4OtfozzBkuFprEw5qqFUdXGIFvD54+vFfXDxMvPilWz9vxT4irn4g882WgxukpyfXtAJ/I5HC84HC94ejzlpFzQNJDmFd89OaUsa3ZGHQadkJ1RF93KwX6MncgPFb5r1Z82BzFbg5gsL9eda4DT6ZLf3Ttke9jh85tlW61fLWEyLX/iZLrk0dGEJ8fTF/gUgeewt9Fjb7NHJ/Te+v6uVqjII/JdPK1JVGkTjapmkeQkme1Urz4jClxG/ZgocF+L35XSEsgHnQDfs5Otpu2MzpMcRyumi4xlaj/L0eqcc7h6bxjCoig4nC8YpwmL4uoqVKp1T61fcoK/TCRlwdPZjOPFkrSsqOra8jZeOibZur8KYWFqyyQnyQr28leL0IaGwmRk9ZKysaN2yfsb9s2WOd8/PnnFwPFdwzQN80XG2Tx9a7dFCYdQDUnlmOP8K+qmxDQVmTMjUH209N844fBUh1APER9HD+aF8FXAhrfFUX4IwLScMi0naKHRwqWjO3SdHtv+LjfC27itooxErjHOtLjpqqlecKU9z1eoG4sJt7AqjRCSIi85PZySzDM7Ua0NfuDSNA3JMrcQp9CjMQ15WlCVNXVlKMuKMq+IugGOq8jzisU0tU7HkcdimnL45AxjGjzfQWmJ0sr+reS6q/umWKlCrQoFKxG96n4LtLCSlQ2Q1+Va9MLKWWpUa4JYmIpFlbKsM5IqxxH2NZWpKU1lQSiNsWpUNDhC4UjdqlBJ8rqkMKvuNC2mXNrpiHzxeqqNWftLXRRVbRh0Q8qy5unxDNfRdOOAoqosZ/Et8reeY52vzz8XLXbdCj6k9dT+qaZk9ZyaiuYtxYavumjhXbrYsHh+wcYwZtCL8Dzr4O04is1RzI1rI4b9CKks1yGpnnGW/xMSByUDJA5uC4mUNOT1mGX5kMoka+ltKTQ+WwihKOoJWX2EEgEgMVQYKkqzIKtPWJaPKOozHBlTU2DWU5S3r8Z1U1CaOYWZUNZTgmCLnvtFC89sKM2CtDpEyQAtImqdA4a8PmNZPqJqkrbgsA282mTUTYbfFivL8hFJ+bjlgWhc2aOhJtCbwMvFhoU7dnSP6+FdXOmxqGY8WH7Ls/QhlSlQQlGYAkd6bLjb3Im/oDQ5aZ3y29nf8SD5hk1vh1DFDN0N29VvuRa7/nVuRZ8BFrqVm6xVLnSIRIdd/wa7wXUW1YzD/Cnfzn9NXVSUJsdTPp7yyU3Gs+wREnnhJGxlEtt3R9yMPsU0hkU1497y9zxKvqfnDKiasp12VYQqZMvfZVkvyEzGwBnRc0YEIoLKKsA5Sq1hUUpKyqrmcDLn4GyOlIK8qDiaLoh8j71hh0EcvhGdcR7eaZrGQrK1nXT+MVYb558BqzV1pbxn0RQNnrLPkaKu7RooZbt+Xq4p9NE8VZUURL7Lz+/uoqTgP/zjPWZJRlXV1KahqmpOZwn/+fePKCvD3/ziNqHvvNa07I8ppBCMehE/vbNDbRomiwzTPqhOZwllXXNtu8/tvRGb/YiN/tWIiWle8u3jY/7x26c8Ppowb8/7KuLA5ZPrm9zdH12KpCilACEJPOtgmq8mGmVt5WmXeaukVSAExIHH9iB+43tLIXC1IvBdYt8l9B2y3PprLFKb8MyWKUmWUxlD5LuWGB6/v5kfwOky5ZuTU8bvQAzXUtLxXJSQzPP8ylORsjYkTclZq0rla80g8FEvXfdOOyZWUlIbQzf22RjE9OLglfVRIHCVj6cC6qYib8fiWrwfH+rx4YR//5++5mS6fK/3WUXTyt4+OZ6+9XvM6ilPkv/MQfprZuVT6qZgXjzFkSFKukgUvAFMtR/9GXc7/wOe+vC+De8bVVORmdTCDeqUTXeLzzpfEOsOjnRxpNtCrfq40l13FC1sKsSTXpuE5MzLKa50iTifOFrTrqxOSE2KIx0iHaGFxtQNeVoyHS8xDaSLjN4opshKnj44wZiGwUYH13OeczGksFAq08pnC0GeFpydzBlsxAw2O7ieTdbnZ0vKvES7GsfTDEYdeqOIN46x1nsNpamYVwkPlkec5DPq1kk90h4DJ2bb71M2NQ+XR8xKy7XquRF7wZCuExFIl7Niwb3lAaWpcKTGkw6GhnmZcJRNSeqMtC7I6pK8Ltj0e2x5fSLtE2iPB8tDHicn1G0xE2mPrhNyLdhgy++/sM9ZXvL941OOzxYXHtN8aRX1yqrm0cEZByczDk5mbAwiOpGP5+pWleric3J9Z8Cd/RHqJSWepD5jVh7xLP0dh+nXVE1O1RSX8lLpObvEeoOuu/3Wbc+HnWLB7naPf/Nnd5BS4PtO6wMk2qlKjmly6qYgdPboup/iqw08tdEm9JLIuY4UDnl9QmFm1E3CsnyEFhG+3iTQOwAUZkLdLC1h22Qk1WOy+gRPjQj1Lo7qktenFPXkrQXWKop6wqz4FikcXNVBy7AlPdt7zNcbdJu75PWEyiwwTWFBak1uORwiwNNDtIwQQrIsHzMrvqF2MrSM0TIgcHZbwJidrkrhcRG+SwuHUMf4KrTJPHJNqq6bmtxkJPUCJTSR7qy5W1q6hC34J62X54jXb4+VnLYtOvS6EaFQVgPsHHfsMmHXlg6e9K1JnZA40mnhclX7eSGOtJPow/wp9bTirDxlWc3Z9HYYepsEIqYSDqHnEPku/ShgEAe4jmaR5szTnNN5QuDaffYcTeQ5Vo6/MW9cXrSSRO37hi0Ue9Rt0Rp/pPmmaRrqpqE0tS0wGihNzWmWkFcVO1GH0HE4XC5Iq4pRENB1fTx9OXjlR1FsiLYy8l3Nnf0RgedwdGaJyuNZwjzJqVuS6FcPjjGmYWfUpRf59DvBmlD8x1h0rI5p1Iv4ye0dJvOM+8/GLFo/iUWSs0hyvntywu53Xe5e27BE4bbKX+Glz0fTWMWvqq7J8orDszm//f6QX3/3jIPTOWlucfFK2ht0ox9zd2/E9e0Bvvv2S2bV1Qp8h0EnsPuYFhRlxWyZM5knnM6Stvt9zszvDYRP0XIwfNdyOzqhT12n68nGSlkiye1kw9WKfiek9wGcwwHGScK3J6ecJcmVX+tIyTAM8ZSyN3OWvaLT/6YwTUNe10zSjKezOb3Ap+t7rzyKzn/Xxhi05xAGzmthZAJB0xjm1Rkq1/gqWqtRrdo3WjgEL/z8zXE6XfIP3zxlOk8/SKHXYLHeaV7SCd+8D3VTsqxOSarTtVN9Wp+R1ONLfVbXvfZWOMkfKhoMpSkpTEFucrTUjNxNK4HbPqht0tgwr2b40sdXlszvSZ9IxXR0l8IUHOWHeMon1p31a3KTM69mJPWSypQEKqSnbeFSt67eRV6xmCa2gGggWWQ8uXds9880+KGLqQ2Oq/EjHwFUVU1ZVtS1IUsKJidz/MA+8JumoSorqqomz8v1c8B1Nf3R5RompjFkpmBSLHmWnfE0PaVuDFooOjog80qkkFRNzWE2YVamSCEojFVpq5sG7fXITcmkWFCaCk+5DJyYpmlYVhnPsjHLKiOrC3JjJxhlU5Obkg23x6CJOMomPEyO1sVGRweM3C5D99XCNcsrHjw747tHxxcfk7Hrc5IVHI3n1ol7umTQCxl2Q3zPWfP3LgqtJLf2hq+sD4vqlMPsaw7S33OQfoWWLqpVC5JvQaGXKsXwer7U62L1nQ77EcP+q1MRiwptkMLFkR0c2cNVA7SMkcJpuQ6lhSeplYO4pDRT8uqU2smQwsFTAwwlZTGz8tetDG5Wn1DWU0JnH19t4aoeAo0U7qUTZENJZZY4soMUHgJF0xiEaACJIzsEeoeqScnrE5pWVMFQYpoCV/bx9AaB3kEg15AvR/WQbXNHCRcl/JaHotrPevVZq4TCkz6u8tbnVgmbTK9UnqqmQgmrOiVp0R9IaCdsdVOfm2w+h5W+ViUOy8lYc3bEir/Tqj2Jq03rldD4Kmj9PNrySmjAFp8C+ULDJKuXTMpTKlPiSp9Ix3R1H0e6FE2zznWi1kB6FXVrTiyw94Sj1LpQbxo7QSwqC5MSQrDMCovGcCyRfEUmd7R17/6hskubC9jnjkC+M7qgbnJMOzUzTY4SIXp9HT1vyq9gfasC35EdlIhYljVpVa+LDUfafGWcpsyKHC0lUeXybDknrazDeKAd3OZy+/tRFBurWBUcG/2IX322jxDwt799xNePjtcJ8jLNeXI8429/95CqNvzZF9fY2+z9MU62XohhJ+SLm1scny34/skpz05njGfLdXX+/ZNT0qzk6cmM8Szh+laf/c0erqNx5YuPHdPYB9nZPOW7Jyd88+iY33x/wP2np8yWzzv3oe9yfavP5ze2uLEzYNSLrsSTCVyrXjWeJYiJVRebLFL7Z56QFxUCiNdmfm/vqisl6UUBw05ImpWUVc1skZFm1mcjzUuMaVp/DYt1/iCTjbbYGL+DCpWnNfu9Lh3PozSGsq7JqurSjsSrmGUZ35+OGYUB13pdeEkRzHJinnOdzqZLTsZzAt9la+PFpKfBkNZLxsUBZ8WRlR2UHrpd9FfRczb5pPMrNry9K+3rnWsj/u2f3KUbee8lYdQ0DfNlzn/4r99z1PrwvC581WUv/BO6zh4GK9t4lY7byLuDvmRR9WPHSi3KSkjWPEzus6jmOMKxcpdtwth1unSdPreiO9yJPln/buRtcju+S25yvpr/FiUUYds9bJqGZ9kTHqUPmJUzPOkxcjfY9LfxZUCmSvzQJe4F+KGFOs4mSxbTFFM3+JFHp2eFNE7PpoSxz2CrS1XUzKcJWkvCjs9imjIbLwkij+l4yWS8ZHK6YLDZYbTVYzpeMB0vqcoa9Rbj0FXUjWFaJEzLBF867PiDlswsWgnQmofJMY5UbPl9bkZb+MplVqY8Tk7I6pK+E9HVATfCLcbFjLNiSW4sGblsapI6QwnJyOsSaZ9Y+zxJTvl2/pQ0KCjbbux2+9lC2ATKV86FBnxFVXN4OuP7x6cXHtOqEZHlJVpbQn5VG2aLjLyo1ry2152dG7vDC408J8VTHi//AS09bkZ/ysC7Ts/dvZR4gidD+u7+276OK4cULlp2iJ3blk9hZoyz/0qgdwjUNnVTtBOCJZVJEUKtieOrBO310dA0FQ2mnRY47Z8VOfty65KnhvS8L9sJTEFpFhRm0iZpbxOQEfYYRYg6V+AIofDkEFf2WZQPyKojXDUgUFuEznUCvfUar47znLNX99+RLpHqWAWpak5uMgsHbAqK1nsnUCFOKxCxul6btlBpmtc9k1Zstw+Vab2eO7eiHK/8nja8Xe5En7c/lXTb6a3tpl9cADtasd2PKaqa6dISxJWykEm/hVotsoKT2ZLDyYKyttD0sja4rcStLUps02o8T/jqyTHXN/pc3+ytuZEfIhpq6hYeqNrr5F2iqE9ZFN+RlA9Jqkd03M8Y+n+BqwbtdWrPbFo9Y1l+R1I+Iq2eMQz+gq77JzxdZDxZ2EmnoyTbYUzkukhhVT+fLuYIIZjldj2sX3utXBwfXbHhOppuJPj02gZKCk4mCafTJYs0Jysq8laD/Hf3DpFCsDmIiAKXyHf/qAnjUatffmd/g5/cniClIM1LitJCiQ7HC04mS8rKdoHP2olQ2EonrvSlTWMhadNlxtF4wW/vH/L1wyMeHp4xntquvRQC11Fs9CI+v7nFl7e22B1139pZfjl8z2HUi3h2MkUIQdbu12yZsUwL6/IpBHHgsjXoEF2i2NBS0ot9hr2Qk+mSJC+YLq1z8jItKEvrqO5oTb8T2MnGFTks56M2Vg5vvEx5eDZl9g4qVK5W7HRiNqKISZayKAqqxLxDsZFzb3zGzUGf+oJkYtXJUUoQBi5lVZMX1YVk7VW3ypU+WZ2QmwRpEsS6w9lONqRLfYWRuxAWRre70eWvfn6TzX7U6tNfPRpsx/x0uuTbxyevhZ2swpEhI+8uvXdMilwZv/NC/0OFTTwbsjqz6lMmI9IxSbVkWk7W28m2IzYpz/DlIa50GbkbhCpq+R6b3Ik+5WFyn+P8kGfZU9wWftU0DU+zxxzlByih2PS2Gbkb9Jw+AkHlGLqDCCkFXmCnF4tpgutp+hsd4m5Af7NDVVYs5yl+6BF3Q4q8JFlkKK2gAaUlXuCglKSua4uD9l380MOPXJKFXl8/l/VesKaFNVVj73slJL6ySlJKKNI65yibECiPPX/Itj8g0j73lof842TeQjdqAu0x8jpkdcFxM2u5H7aYyeuSWAf0ncjCp/w+J/mMw2xCxwkZmQ6mMYi2wPCk08oIu3jy1WntSpL7TZNcsPDVjQumAW8L9zVTj2U15iS/x7XwF+yHP2PL/5SRfwv4kEnkVcNCh7QM8dSIrD5hXty3kwM0dZNSmZTKzKmaBFf20TK0Slo0GKq1GlRZzyjNwv7ULBFSIdDr9ynMBIDKLNsC5HLH7MgY4Wgqs6QyS0xTsCwfE+htfO1Qm4TCzKwaVZNSNUm7nZ3cr5S1LBfMKkLRHrOSPqWZkVbPaDA4Mm79P/zXcpZWSf9Fe+9Kj64zYFFNOSsT5tWEs+KYwhRkddKKSOwQqHjdwHCkSwMUjZ1unhUn63WhbqqXPvnVWMlGFyZv5W2nZHXSTnFmeNJHCEleZ+vz/qYzbyFodcuvanCEQ6jitf+GQJDWSzwVIIWkE3gMOyGe8/x+crVioxdjGpszLLIcRyl6kU/gWfi9ye1EZoUAqYyhqusXIFae6zCMQxoa0ry80H/sXWPlZG+anLw+pWkKfL2D4t2eQaYpqcyCtHrEJPuvSDRd90u0jDmPqDRNTmlmLMt7TPPf4OsdQv05Z1nCk3mGkpJAazquS+BoSmNIq4plWVI1hqKuCR3nwhzkTfFRZudKSgbdkJum4Zef7lEbw2/vHfDkeArYDu7R2QLv8YldjBv4/OYWo95HeTgfLARwfbvPf/unn+C5mnmSrX1JVpOfFefiqwdHdCPPFim+i1YSKSVFWZEXlcU0tgZ+Nvl/nkS7jmZrEPPp9U3+7ItrfHlrm0509Y5v4Dls9CKiwPo8JHlJNVlQVrWVmANky9l4G4xqFVpJenFgJXAdZeFTCzuNKdpCwx5Da0D4nlCetKxYFgWnScppYh1KrxpaSgZBwF63w8lyyTwrSIqSrLoaLGGW5dwfn3G8vXVhV8HRitB3cFRMtxOwWOakWcGg92r3zZEe18PPGbjbbUfLPgRf7iZ7MqTrvN5E7+WQwgoU+J4dacehx/sw6hqsBOGqG/Wmbrf12ejiNu/mgyNbOMLHFKtk+jB7xt9P/jOFybkT3aXr9Ok6/RemHVVT8Th5yMPkHsf5EfeW37EfXGdXhWy4m7jCRWANG4+yA56kjzhPaPalz63oDrv+Phve1nPDwMBh5/qIaqeHbI2yqqJaE8G1qwljSxAfbnbRjiLsBJja0OkFaEfhBS5h7DPc6lp1qo5PEHps7PbIkoJ0WeCHLnu3NogvuF5fF1ooBm5MbkoeLo84yqcM2qLgWrBBrH1O8/naDExLtVaUsRCdyz0wHfm8eNDtOW9o6OiAHX/AcT7l+8Uz+m7M0O1wLdxgty1sXo5u7PM3v7rNT+7uXPo4rxJbw86FxVrdFBQmJVA9Nv1PCPXgB/n8q8RKsjYpn1h+RXWMTcjbCQAr6duMop7SNLYLXDcFUjjUJiWvxizKByzK+6TVkUVIlBuEeg9X9RHCQpdM8R2u7FM3WWu+N+Qqa1Ogt/HkgKR6ymn2X+i5n6GEz7J8zLz8jrQ6JK/H+GoDJQJK86ZJ7Eoat6A2uS1STEJp5mT1cVtsvN6Y8LX7qEI2vO1WzOAxz7JHnBUnrUGe9eP4ovOLtVSuq3yixsIpk2rO/eRrpuWYkbdNR/fIzds5itafpmRajHmaPeJJep+j/CkrDsa0GjN0NnGki+HtDbaqqcjrjKotdA6yJ3Y/rO4DvgqJVYe94CZDZ4c7OyN2h10GcbB+D60kwzggdDVbvYiqNmvkTCf0cJRVq7ythgziwIpUOJrId4n9555c272YP//0GqZpUFLSeUlh8/3CyiYX9YRl+S21SVEyxFHvpirqqRF97xeYpiCrDtGyw0XXd6D3UDKkMkvy+hgt7XprxS6siE1WVaRVRVpWTPOMszwl0I71LjG24DBXrLo+yuzcytu6bA4EX9zcojaGeWKT4qxV8VikOc9OZvzm+wNbscY+vqvxWv3kP7ZYczdaszzr9J1y/9mYR4cT0rx8AaYE9uIJWplgRymktJJwWVmR5a+qoax0qDf6EZ9c2+Dnd3f57MYWe5u9d3InX0nmRq2TeFnVL3ymaKVa49CzWGT37QurUqvJRoTnaIxpLlQ+ch1Fr/N2t/O3xaLIeTZbME4SlsW7KSw5SjEIA3a7HU6ShHGScjifM73i+yzLgoPZgpPlkmVeEGinNSRqfRIE62MVUlBVNcYYlBLnTNSeeyp0nRGR7lGaou1gNa/AjpRwcK7Q7e/FPp9c3+Dadp8ocPEu8Z2+LQLPoRtbfpb3Bs7QClNspwGmVd+xGvaG2h6LDJEvLHvvKuT340Td1GR1xrg45cHyewbukC+7P2M32GfkbqDbZKRqKipTUJqCh8l9kmrJUX5I37EJZaw7BCogrZOWv/CU4/zIKk8J6Do9hu4GN8Jb7Ac3CFS4vlYcR9MbPj9nLyfoq+2apqE3bLkW7amMu8H6/8PYZ7D5HM63Kj5OD6fUB1Ncz8EPbCFy2ZBC4LdFwKJKOcomNE1DpH1riiddYu1TN4ZFlXGaz/CUw7LKcKXGVZq6MSRVzqxMmFUJyypjWWcsqpS8Lln5XThSo4VqVdvsleNKTez4ZHXJQTbBNA2OsMaa3mtgVIHncOfaxqWP8cOFTdy19PFVjF5LQf8Bo1lBnWzDQ8uQQOzgqSGOjDGNixQ+pvXY0MJHCR9NhBQ+Snh2ytE0CBRahu1EwPb/PTVESpesPqZqFaEEEl9v4qvNNybzEgctYpAS2Xj4apNQ71E1KU15D9Pus/18UMJvixtN01QoEeAr2XaWPbtfDXhqsC6YMFN7zHoHT41Qwqeoz1DCbdW4bONECYWnAiLdARpCFbWdfjudCHXMhrvN0N2ko/tkTkrPGZLVKVmdtn4ZNbHush/cJlA2wXSEQ6BCuk6fnjNEIslMQmHy1lPDThVMY5DtFMR+psRTAQN3ZD2dhENNTWFyoCFWXSwXR7aNkBKNgyd9UHatWB3Dyj081h02vF200EzKMU1j6OgBWijyOrPGhK1y1USc0nUGbPl7bPZebS4pKdfk7sF5+pd47qOmlSRwHTa6r29OdUKPTuhZZSZjWv+p97tn7POppDYZuTklLR8zL76hbhIcNWihgl7rbu8DNZVZUDf5+nqDBiW8lpPhItCt2ECMXz3CUT2U9C68vx3Vw1E95mrr3Oshclw2AutPIoTAV7qdcjh0XY/YdXGkwtcFrlIEjlXzu+wa8lEWG6twtOLaVh8hBONpQpqVPDqaMJ5ZuM8yK/ju8QlSCoY9a3q3t9l7gST0xxZaCYTQfHFzi17s84/fPuXvv3rCo6MzHh+9mL6axprnVZVpyWQr8qF5BdMrhXXwvr035POb2/zq0z3u7m+w0V8talePoIVRxYF34Vjf0ZLAc4gDl054uaJAK2vuN+yEuK9JPGVLbO+1zuH6PZzDx0nKNycnjJN3cwwX2GKjH/jsdGPGacrhYoF3cvVbr6wNi6ZgnGQcLZZ4rSrVc+JXQ1HUzJcZs0XGZJawWOa4rmY0iF/4DhsMeZ2S1nMm5TGLcmpJlS8VG5HusuvfoSuHXCZu7Q35P/63P6cX+5fi4FwmtJbsbHS5m+T04rcnohZ/XJDXc5bVMVk9ozIpvh4wcu+0alOC86Zm9iH08flslKZgXk1Z1guqxhK3t/1dhs4IR7rr6YPEFu6hioh1jBKa0hQvSNxKodj2d4mdLnfjT1tYg/2+HWkTgVh3CHV0sT7+ZeJV2bO3RtwLcFyNbHXy9QUmlK8LK3trKJqK3JRkdU5a5yyqlNN8RteJ2PEHLKqMB8kh3y5qHKlQQjJ0O+upyLRccm9xwEF6xnE+RUs7MZmX6Rs7eAar3lKYkszkJHVOUmeMizlx5rPp9/HVxwHNc2VIpIdYb4cThCNx1R/WtFZJH08olPDw1RZgsfMWYhRAe49GzjVqk605F8C54kKjpU/H3LaStkLiyBgtAoTQuM0AV3YxTYHkOd9DiQBHvl55TsuY0NFr3ocUHkp6dJy7eGqwJrR3xaeEehfTlBgqHGkVq2yBZFBtgSSFA6Jh4P2UQG2xrB6TmSUd9y4j+WdoGVGbJdPiK5blE0J9Ha+9FVzpMXQ26OgelSmtAp3wkELiScGuf52O7rZiHi5DdwtP+mv3cFo4ZqQ7RLqzvr8FEke63Aw/ZeRuszJvXBG4rTmnYaOxvwtVjETitPvjdn4JQKx7VsQlctkPbrRFhxUY0dLBlR5KaCQSQ21NCdVzHw4hJfvhbXrOiFl1xuP0HkJI7kSf03MGdJy+naCYgm8Xv+Uge0xmLvdM/hC6QQKQH4gk3rTFQ1YdMSt+x6L4mrR6bK+XxpBWT/D1DoHaxdd7mCZjVvyOrHq2hvE1VPh6l677E3y9jZbdcxDoq4cUgt24wzDw1utdqG2TOnIc8qpaT4VLYyGwHdcj0PpCE+aL4qMuNrSS9DsBQsCXt7fJioqiqkmzkqKynfnTWYLzbNwa22l8154gR8t36sZ/7CGlRErYGsYMe+G60u53AqLAJc3KFltYU5TVWnVq5egrW8Ui11HoVm3BdzVx4LLZj/nsxhZf3Nziy9vbbA06L+hNXzV8TzNsJxsXdQN816EX+1YB4hIqV2A7Ft3IZ9gN8S7g6KwUtELfytat3ObfNcZJyrcnp5y+gwqVEAKvdR/ueB6DIGC3E7Mdx/j66reeaRqKumaSpjyeTIldl57vv7DECGGJpdNZQpIWa8jaq+9VMytPGRcHJPWctF6Q14ntQLVJbN1UlCZjw708OXzUi+jGAdbB/cPcf45W3NgZ4DqKYff1yZGFDpTkZs6iPGRRHrGoDsnqKYVZ0ndv0NE7uC1eeVWQVK0qhyc/Pp+NFYyqbioLd2u7gOoFBaGGqqnWSlVlUxIKgSd9C7MSK8qloON06Tgva/dfLV63HrzrOuH5Lt47Fqa1qZmUS6bFkkj77AUj+m5MoDympZVf3vYH+MplXiXkdUnVQKA8NrwuPSdcw6Jsh9hjSIdQeTRNg68cNrwOPSciUC66FdvoOiHXgw0EgqNsihaK/WCDgRvTcyKyuuBZNibUPgP3alLkRVmtOW1Oq4rjOuq1z7OinVSvmki+pwl995XvI1Q9Bu41SpNzmH1N2aSt1Khuk77Xk3btZMdvVYPOx/ulXyvStp0KDNp3bFkJ7VSoaRq8lqPxOrUeR77+HDc058zxzvdh37zvSnooXm1c+nqEz3NoqZYBcPlJlTUr9K07eTNBixBX9lHSpWkqxFpB6nloaZP2V46taZBCE6numodBIwhUSHDOE2XFf1iJJ5imoeS5t1LPGdJzhtSNoWpMy9dYkcYVngpxpWrXTUPd2M760N220Mx2f/uub93iGwPCcqhWKfqbIbCKvhzSd4Y8Sgyn+RFaahzhoqXGFS5G2PVPSwdHOm9VUHvbZ14lxDvyDl8XtvSrMU1K3SRtoVHRNGX7p8ZQUjcJpZmSVo/IqiOEUPZ3TU5eH7Ms7wMNkePDBepllw0hBF3Xa6FXa8Qaoi0q1vt9TkVz9fvLxsfzVH1DBJ7Ll7e2cbVinmTMk5zxbEnSOlBPFxn/9esn1LWhH1vTt14c4P0RFhurkFLiCMHtvSHDbsjnN7c4GM95fDjh8dGU48mCk+mSLLfFx+pB5DqqTcZdupHH5qDDzqjL9e0++xtdNvu2iOmG/nt3BALXsbAv37uw2IgDl+1hhyi4fKKhlC02Bt2gNa56UY5fa0Un8umEfvuAfr+DOEtSvjkev9NkQwtB1/cYhgGh6xC6DltxzHYcvVOxsYpplvHd6ZhhFHJj0IN20XW0ImyNEau6sa7DvoUgvXwWqqbkWXaPp+l3rRtrSFLNyE2CK30c4VI1pTWAu4Kik5QC5wqj1cuEqxWfXt/g+nb/jZMNK3U5ZZzf49HyP3FW3LdeAiajNBl1U7IX/IoVdCqv50yKhyzKQ5b1CSPvLvvqTy+UnPxDhRKaUIX2YdsYltWC4/wQRzgM3GHL1zDMyinj8pSn2WMO0qd0dY8tf5tIXy3R/ecWmSl5sDziKJtwK9rmV/27hNpjWWV8PXtMXpfsBxtshX36bkTVEr8dqfGUgyM0WrZFhtuhMBVVU+NLh1D7lp/S1DhS40tnXWzcDLfpORGPkxN+M33AyOvyP8Z/Qqg9lBB8NXvCg+URW17/yse0SAq+f3xCUdb0OwGDbsiwF+K5Fz/PZsucg5MZSWaV6PY3e9zcG77isxE7W2wHnzPOH/BN9g2bxW1G3k08GeOpyCa5r5HddGVAz9kh0F1Y4+4/5PNV8LI4xYshEesU6N3e/2MKKVxCvQdIsvqEpHqCleR18NQGvh6h5du5Z5ZMvZquVWsjSyWkffY1z71oClPhCIWWmrKVb7b/lmu437LKSaqcon2/ZZVhmoZNv0vPDVFIGrBqbU1DoJy1tLQVHdHUTUNa50gEgXat+eUVzn+oYrb9PQ6zJzzJ7hNkIb4KqdqGiys9boSf0HX673Tu/9BhBRFifL2DaXKk8NDye5qmZuj/JZF7FyV8QFCbhLw6oTIJjurTc3/a8i3mZNUhi+Kbc8TyDzelfNO39a530ns/VVcfvNmP+cWne0wXLyZld69tMOyGay+MdwlHSzZbo7qjswVKSsazJcvMuoAKYWXKOqGPfkM3VWDHRZv9mF98srvmNqzi0+ubjHohge+899LkaMWoF3F7d0htGnZGtmJ0HUtQurk7JLzgnLxW6/qlZN26yAoGnZBBx+qvX9vqsz20xcPxmS02LJfDek+YprFdMtcSoay/RYedUYdrW302BzGh56xVvYwx1JWhrmqqsrY4R0dZl19l5RffFE1tMFnJVjfkTz7bJy/rFzgBg8BnGPv03gB7M6ahLEpMZVBtd89rJXW/uLlFWdU0LdlcYBWwepHPp9c3LTH9HSsmq0xhGCd2ijDLrm7mp6SkH/hsRiGB4+AqxSDwGUUhkeviSNm6c14tpq0q1a3hgPrc9aKUQAhFFLj0uwFx6BFHlqT98nkwjSGpZszLMza8fTp6yKw8RRhJpHt4MqAockxTv/aavChWHisfMpSSDC/A5b4cVZMxK59yVtxjXh5QmhRXxdZLpD4grcbUlG2HbzU1qFjWp5xkX+OIgJ3gF7w/y+TDhWohDV2nb0nbQvEsfUJWZ3Tz3tqvYl7NmFVTkmpJpGP67oBNb5tQvxtZ/p9T1MYqyHjSIdIejtTkQqKlQguFpxw6TkDHCdrk6xz5uL1WA+XScy5/rvpuRM8JmRRLSlOjhSLWPo7UbffVfva74LsXac73j09I84qbu4OWf/b6IrusahaJLTgOT+dIIbi+O3gFEGiamsrkLKox4/whTVOR1Qt8FePJCCFeX2xEaoCnIvwmoGkWNE2NECFCuDwvOp4rLdkUt3rp33X7/6r997p/esG/a4ypEa1HwPPfS5pGtu9t2vdqzTpfN3H7yAoNYF1UgCCp7MQaIVDCJ9A7+HqjTTjfHGldMC1SlnVOWuV40iFsE3zdPl9KU5HWBWlVEGqPUHtrdt5K2UpLKwubVDlpVVCamsyUTIolhanatdLQ0VZZalamFKbEWQlU0Fgeh9RUjWFZ5fjKWd8HV+lcBipk6G6S1ktm5dkLEx0pJH1nyIa3TaTfb0L7hwohpJ2YSXDViKpJKOsJDTWBc43IuQlAWc8ommOK+sTyeGRA095jAknTlJRmQmmGlzaofPu+vfl7ep9J0Qdp4Qkh+PLWNoNOQFm9qDbQjX0GcYD/HsWG/QzoxQF/+dMbfHlrm6KqqVeSni3pJ/RdRr2IyHdxLsD/r0zPvry9w7AbvUKQ7r5kEvg+EXgOn9/cZG+zy1/+9CZFaT9LSktMikOPjQsSqJVd/GoluOz4LmiNnkLf5cb2wKpOlZYgXJum1Yu2ny+lXVy0som752oCz8FzXsTf1ZUhXeSki5TlPEVKSacfEcQeXuCi5Jux1cks5ejxmFuDDv/X/8NfvZJUz45nLE4XbARv6FbXhsUkIUtywk6AH3loR7E17PC//+sv+Zuf38LU9kEkpMV8O1rRaUnn7xp5VbHIC8ZJwvFySf4OKlSOkozCkJ1ObMlUUhJ5FvrU9T1C1yUpCsorSuBOs4zvx2f8bLl8AU++ur5Hg4g48iz+vYUUXhRaOvgqpO9sMvJ2mZbH0MCmdw1fhcyrs9bk7gNp/f3AUdRLjrPfc5bfJ9QjNv3PGfmfMCue8rvp//2V7R0Z0HG2mRYPSaoxmZm+QWf+DxMrE69tf5ef9X7FUX7Aw+QB3yy+pm6qNmGWaKHQQtN1+vyy/2fcjG6z4W62xll/vOFIzW4wRArBaT7naTpGCYkrFUO3w8jtEOkXmxkfMvnc8DrcjXeYVQn/NL2Par+LULl83r1G/4oQKoBlkvPd41OyvKLXCdgavbngl0KgteRslvDrb58x7IUXQifPikfcW/4tWW1VkpbVGblJWiy9bp+jF5+bvrvP0LtBT3eoqgc0TY5Su0jZBzzsGpFjCwMPKGmaJdZMzG+N7lLAQcrQeuA0JULoNaG6aaqW3K1pmpSmyZAyXL/eFjgeQmiMWQAFQkQIEbSf+/EVFa+LlXHfyqxwJZMrhGo5Hu6llKjOiiVfzZ5ymi9YVBldJ2DD61j5Z6FYVDmzKmFRZiyqnIEbMfQiuk5IpH2SKiOpClyp11O7BqBpqExNWhcsK8vtKkyFDkcWklgmnOYL8rrE0OC0RYU1gjOkdcnIjem70ZUTVE9ZuN6t6DO2/Wttai3bAqnBlT6e9P7o17aGitLMKepTsuoAQ0FtligRtBCsCiEctIxfK5P8McX7TzZWKkm9iNEluo/v8xm+q9nb6F0FHvnK+wgBG73owkT/Q4ajFcNuxPANSgcXRWMayrpeO1u6bQGxgkvYzrE1VDHGcjBWBYKU1o27F9vxv2lskWadou2NqqS8NKGnzCsmxzPmkyVlXmEaw/RkTncUs319hB96IKAua4q8Qgjs1ENLlFaki4yTJ2M294fc2Bla4qcApew29wrD/WczyCuyJGftiKrlWmKzrmrypCCZZ7ieA6E9F6HncGOrT9EJmY2X1FXdFiMurudYbf/3iEWe83Q25zRJSYryndJtLRUbUchOt0PoOJYvoxSR6zCKQoZhQFnXVy42kqLkcL7gdJkwzwu0lLhKra/vwHcJ3oKBtwu4QgsXT4X4KkIJpyXclhQmpzAZTWP+4K7aZVVzfLZgmRZsDmL6neDC7aomY1Y8Ja3HbAc/Z8v/gpH3CUpoHPlqQauEi6esw2phlpQm42MrrKwpnyRWXXacG4ynBY+fHnCaTlhWieXGKM2N0SZ3twbsB/vs+vsMvY0XFKU+pnidmtW7hBa2qFixUmZlghQQKp8tv8/Q7eDJc6pLH/h0dJ2QJgSVrlRcwBGKkddlw+sR64uv1TdFXtatZ1JLllZvlnzWygptFGXNwcmM6SK7sDjxVEzX2aLrbF15nyI9RAuPpikxZowxM4C2oNDQVJhmiRAOQvSwRO85QgRIuUnTZDRmDIAxun2taY/LTi6axiBlFyl7NM0CY85oGse+f6v4JFpJWGPmQIlSO4hLTAA+thBCooTlhDi8nqT+tihNzbzMWFQZWV3iSU1RV1TGSpMmbbGQ1SW5KVlW1gk6VD6e1KQIyqYmqwqaBmLHx1cuubGCC6axPI/K1OSmpDA1UDItU86KJaWpWuUiKwmd1hYVkJvSTlCa5sq3nBIapTSe8uk5lxMm+ecbViHOZmetWMlLv1t100UjEcJphRMsFE/JEF/vrZ3oP+b4eMDJ/xqANZHLyoqzRcrxdEkv9Lm20UMI+xDSSuI5ei1h62k7mcjLirwo8VwHTyuKuqaqTeuvIagqC6MKXOfSxUaeFhw8OmFxlhB2fbJlzsGDE4bbPcJOgOM5CAHpImdyMkcqgR/5BJFHEEnSRc7J0zOUkvQ3OmvFmSDyUNpjOUs5fjKm0w/pDmKrRqMlQeTjBRJTG6qyoiwr6qoGAbKFbxnTUOYlZ8dzvvunh6TLnL1bm2zuD+hvdt+72DhLM749Gb8TMXwVjpJsxhF73Q7BC4ZDmu04ZrsTM80ykvJqkrpFXVPnFuJ1NF+gpWQYBldb1IV94K3kE1cGTmk951l2H4HgrDjElyH1H7jYyIuKf/j6Cfefjvm3f3L3tcWGaSoyM6NqSjrOLj33Bo58fbInkSjhIpDUTYlpqlekfz+WUI1HUPcpTwY8/e2Aw4kkK7vr9eBnv/qMf/P5z+j6Eb70P/qu3/ug78+HEpLYCfCUw8DrUJmalTSnqzSueN6x/SEiUD6OdOjokBvRFivzVE86a6ncq4YxhjwvLTkztDDIN63ZjmPlw5WSJK3R60VX8X7wMwbvaHiphUekh8CSpkkxZgxNRS0UTVPQNAmNmSOEj1S7LZE1QcptO/1oMmpzQmNmmCZpO7EuUNE0RQuXctH6NlL2acwSUx9imoSmyVq4loMQDmDfGyRSxrxz9/GPILSQhNpFCGt6FymPjg5YVhmTKmlloD06TtBC+mwC23UCtvyenUhIyVE2Y16l9NyQWPukVc6yytf3V6BcQuWtJaSnRUJS5QTa/jzQVj61qCuMsJK3qr0XPkYY28cQYs1TsrBBO707h1RAo2UHVw3x1AZaRoz8v8bXK38e2U7CglYi9+OOP6piY3Y65+l3hyzOFlRVjR96dEcx3VGX3kYH5wPAo963K5fMU06ejJmdzsmTHMdz6G/16A5jon4EUqCkNVZZZLntbmEN+5K8IPRceqFPbQxFWeFohaM1ZWWVupTM169fOTyuoFlKCEbdaN0pexueuK5q0kXGcp7i+A55WjI9XeB4mrqsMbXB1IYsLUgWGXlSUFVjNnb77N3eoqpq0mXOYpYyPV1gakORl2zuD9m+PqLIS9JFxmKaMD2ZU+QlpjZsXx8x3Olbmd7akMxSZmdLom5A1A1RyoAQ1KUhXWacHkxJ5indYUR/o3MhhOCqcZakfHd6yukyeaf0UwCebicbnfiFYsPXmu1OzE4n5sHZ5MrvbZoGUzecpSkPJ1MCx2EQ+FfCxSo0fWcTgEBZqdSuM6KoU8CaxHX0gFj3ceUfVkq6rGoeH074/b1DfvbJ7mu3syZtFvalhIteadu/JkxTUZqUuimRKORHJnt7PhypiZyI3WiLz0cZXWacLVIWac5yWeAWQ7a9XUL34y4yAA4nC56cTNnsRexv9J7Tgt9hwiGFwBUaV2oiftwHrhACRygcrOHfh4oViva5sd1lX2e9AC6S6hVCEDujtmCwcqaFSSlNQt2Ua6dogUQJjZYurgzRwppyruW16wU0NTRZK6m6SpQKGgpoBE0zo2lkWyTENE1uJxX1KU0zp2lKEB5C0v4uhcZrOYAFkGOaGXV9TEOJ5WcECNHQNAU0hqbJQDgt9OpfbjIbao8dv0/VGLSQuMrBl5qgaonZooVMt4aWVknK0HetutpS6lY+1yHUhlj7dJ2A0lS2YGj/eMoKJPjKpTQ1Iy8mUA6R9gm0i9uSzsf5gtxUaxbO6vMu8pv51xBW8UwEVta3nrIs71lurIhbSecIT23gtgaUdev+De1kgxCEhSQWZkZRT0irJ5T1lFwcsywfUDcZnt5AiQgtA8sFMRPS6hmVmZFVhyzLe3hqg7oZtX4dHx7580dVbBw+POZ/+r/9L3z3D/fJFhmj/SGf/dkdPv/LT/jiLz/9IMUGPE/e34X8Nzma8l/+/T/yzX/5nuPHY3obHX7233zBJ39ym5s/uUbYC5HCxXOsZOt4kXAwmbPMChZZzrATsjvotm7KrAmPoh21ZUVFXlaolpuRFRV5VeEqReS5SCUJPQetFFJdbv9XcKamadCOwnE1SluYU5GVFFlJXdWcHEx48t0ht3+yz+a15+PPPC2Yns6ZHM85eXbG5396m+F2j7qy5Oh0WXB2POP46RmLSYKQgu4wRkhBYxomJ3OOHo+JugFxL0IpC9NaEdjLvLQEdoSdfHyAZ896srF8t8mGkhJfa0ZRyFbnRalbTyt2ujE73c57qVJN0ozvTsaMwoDbw8GVXqulw25wh03/OoGKkCj2/DtronjZ5AQqpqP7xH9g1Q/TNMyWGceTxYUGjquwiZKDRNlFuUnRzRuItU1GUp1QmgQtfbT0eB+t8h8yHG0db39+e5cb2wMeH0+5fzjmtw8O+fW9gz/07l0pvn58zP/jb3/PX315k61+jOvof+19ngshBEpJO+EoSvKieqPXR10bsryiqo2VRn/LAmgVjGoW5THT8hlZPSc3ViZYovBVh1AP6Lt7RHrUSoy+/J4GmgI7bfARsnOOzA00FQiJhT8lGDOz0xAapIwt10JGLbzKQYgAISNAYcySxkwxZtxu222392lMRkMGazL7at/+ZV5BHSfgdrxlm6CidQoSko3GUIV2Ir0C45x/MHpSQ8vDyOqSSPv03Wgt8xwpj7JZSePa97UO0/a533fDdRGhhG1eTouEeZlhuTtgMBSmtu8jxL9OOF4KgUKLGEd2aDBk9SHj7D+RVA+InNuE+hqe2sLTWzhVn6x6yjj7T6yaEI7sE+g9fL1HoPfIqgNmxW+Y5b8nrZ5QmwTT5ATONYJ6f73dovyWaf4b5sVXZNUhUvyO2izsdvoakXP7X4uNt0W2yDm4d8T9Xz9kOUtJ5imD7R57n+5SlTVlXVOveQ6idYVsF/Fz98HKtt00VlbuuY27NcRLCuvzEfseoeusE/036Q5bgnbDcppw/9cP+d1//IazwwmD7T5hJ6AzjNm7s43pNJRVTVZUJFnJMrdeCUVVt0VO67dQFKRFhedoAleTFSVpUVHV9jhX+7w6ZuGK1nPDULYPpUtHY4naAI7n4LZFS1XWLKYJ87PFejpx/MRONkxt1vBDx9VE3ZDFNKUqa4rMTjSqooIGXN8h6gaMD6dURUWelmRJgRc4CCnthKOqqUtbXDRNgxCgHY3r6nUBFHZ8gthHqXfvUFe1oTQ1Z0nCk8mMaZZf+T2UEHQ8l2EY0vV8gpavsQpPa7bieE0cX3WBrhqTNOP70zF3RoMrw3+EkIT6HFa4aYh0D0d6aOGQmwQpFFq6V0rAi7IiK6oPMl1qd4zpPGWe5FbCuX49v0UJl0hvth4iT1HCoedcJ62mrU9FRV7PSaoTTFMxK59xmn9PWp/RcXYI9QbyIyXaWa4VuK36nBKCvKx4fDx9b3nnHyvq2lAZw9HZgt89POLW9tAm0W2i9K9hw9FW3nu+zHh2MmfQtd41nrPiZdlz1bTPp+k85cHTMfNlTjfyCHz3lbTObltRNyXT8oBZecisPGBeHlM1BXVji3gLQXPxVMSsPKTrbNNzdgj1ACUchPBQahda8rJAg/ARwkUIh6bJMPWYZq1EZTkZQnZQ+hpWXjdGyADRckAambWv923RITykHKH1zXbbuOVlaAxHNPVKGfA5/ATUlUmyK5RCZQx5VZNXtjGXt5zJsq6tKuG5P3U7OTKt4Iqdpj5v+MmWNyfb70muE3V7D2slLXSp/dtRz3/maoWrFJ7SqPaeftvUxpV2qrfyP1ht/fLrzv9+9TvTutx3nRBPajzpEGsfVypcqV7Z/nwEvDrJM03DptfFVw5Vq1zlXVH29l3DwoBtfpOWJVllYeZ5VVlZ4Nqsv88Xv0PLbaX9/sS57281FXKUwpFWbMXTCk9rfK0JHI2rNd65fONqUzaBFC6O7BE5d6waHNqaQooYJQLLzxCSyLmFEj6VmWOw96oju2jZQQkfgUZJH0f2CJ0bKBlY7xrZx1XD5y72KJQIcdWA2LmDI7s4so+rejhygJLhpYQJ3iX+qIqN10XTNHZBKSvyqkZLie9oKmPIqornSEYbWtlFoKwNlanRyuIai6oiLUuOZktmac71YQ9XqfWFiXxD7d4m7Oki4/DBCUcPjqnKCtd3Obh3xP4nOxR5SVHVzJKMs0XCeJFQm4bQc6ysr5R0Ao9+5HM8XXI2T9jqx/SjgGfFjPF8aRcsraiNoTRW6jbyNIHrEAceSgqq2uDqyyeDdrJhiwfPd3ADS8Au85LJyZyz4xmLScL8bEmeFlRlvZK0gKYh7oXs39lq+R0Z2lEk85Qit6P73jBm/+42RWZhVFIKkkWKdhVaS7zAxY98lPM86ZVK4oUuQccniHykkvRGHTqDCPUeZnJFXbEoCsaJdfq+Kp8CaDkUITudDrHnviIF6yrFVhSxHcfrQuS8hO1lY5JlfDce86vl7hs7n5cLa2rmqYCh3CatFpwWzyhMRiBjuKTTcJaXHLfk1g8RjWk4m6etydmLniovhyMD+u4NqibnNPuGefGM7WBBUp1Sm5xKZiyrE5qmJqunnObfc5j9Fl92GHp36Tn7H5XHxh9blHVNmpfMkozJIiUtyo+Nj/9RhOdqNvsRWV7y/eMTPEdxbbtPHHpoJdZ1mWka6rrhaLzgn755ytksYaMf0438C5OeqslJ6zmPln/PveXfUpqUyhR4KrICCg0YaooWWqWFR8/Z4W7nb9gNvsRTMVrEaOdLdFPwXDJRsZpoGHOMMfN1Im/VpnykHKHUNdu4WG+/krQ1rCYUov2dcCKUvt3+e7V9TVkmwMn6mKwBWo4QXrvd1cI0DVlZMUkzTpOE0yThLMk4S1MWeUFSFCzLkqQoSMqStKxeKDxW/lV1sxJfEWsehFbS/i0ljpIEjvVailuT19h1iT2XyHPpeh69wKfn+/QDn0BeXX7/bdu//HsB9J2QWPnrwug83Omqnx8ql+vRiLqxiAWrCqdRP8JUo8GuL8u85HCx4Gix5GSxZJykzPOcWZ6zyHOWRUla2Txr/T3Wdn9XTeh1gaEUoeMQe/Z7il3rmTUKAzbjiM04YhAEOIH/TigXGxJH9RkFf0W/+SV2Pq+Rwj33x6Pr/oTY+aSVvl3BKxVCOO02ljjuqg3rMN6UgEQKbbfBmmcK4RC7dwn0HoYS05RIrCLc6vdK/DCw6X8RT9akKDmYzolkg5RQm4ayNqRFSVKUONouBLWxXf9e4DOMAsbLlPEyIXRdQq/tTjcN8yxnmmZ4M0XTQD/0iS/oJr0QrYyt0go/8vBjn3SR4XqaqBcSdAJUS+Z2tKIXBVwbWR39wLMeDVpJfNcWDlLaKnzUCRh1wpaTIa1pn1ZUxuJ3Xa3bn1kiedzKAl/l5tCOIu4FVgp3aTv9eVpQVTWz8YLFJLF8jaLC1GatfIUQCCnJ04Lx4ZTZeEm6zGlMg+s56NZ0L11knB5MmE+WZIn1TnFcTb2a8MxS5mcLTg+mOK6DVALH1VbqViuEFNRVzXS8IOoFdAbROzsSz/OCJ9MZJ0lC1jqwXzVUK3m71+sQuc4rD34lJaHr0PM9O/3wfRZ5fmVVqrQoOV4sOU0SpllO12vwtL4w0VgRwFfY7LdFTcWiOqNuaobu9qX36ehswX/+7SPmy6v7klwUTdOwzEoOTmZvrjSwxcbAuw00HGMo64Sz/D5JfUppUpoKDpJ/xFUxdZNT1EtcGdJ199n0P6Pj7P5RFhtN05AVFVlRcjpLOFskZIXleK2GCiujz81exCAO8ByN04osrBLHtKg4nS2ZLFJmSU5eWNdq0XZtA8+hG/oMOgGjToTTQi2PJgsenUyZLOyE6qtHx6R5yXdPT/n3f/8NrlYvXLOf7G1wZ9fCMNddWNMwL+y6+2Q652S5/JHP4tXDUYrdbsxWHNP1PaJL8mniwOPO9Q2KqubB0zG/v3+E62q2R10i37EeR9jJVpIVfH3/mO8en9KLfT6/tcXuRvfCadesPOYkv8esPMI0FbHeJFDdttgIoIVXFSYhrxck1YTcLDktHqKlx4Z3h46zgRAdLq4SrbeGUntI2aVpKqQcWPKyjLGQq8s1giwh/EWVpqapUGoT69dRAwopezwvRi4O01hEQtbKmS+KgkVesCwKlnnBPM+ZZjmzLLN/5znzLLcd8rIirSqysmwnHzVVY/mQplWEXCMgpES16pDrv6VEtwmspzWe1oSOQ+jY53jgOPbfrkPsenR8l67vE7sugaMJHGf9d+g4BK79W7fIhNX98S7+CJZzpHE+EHJUS/WDijHA+QlGzSzPmWXtn/Y7m2YZ4yTlLM2YpCmzLCcpSpKyIClK0qqiqCrK2nJJVtzWVbFxvuDQUuE72n5Xjv2uur63LggHQbD+u+N7dDyPnu/R9T187eA7b36WrL87nJaT8ZrtUEj19mmDFA76EsZ+UsRo+eObvf7xPVkviHmW893xmH5TMYgCZmnGwWTBJE2ZZwXdwGMUhaRlyTzLuTkaIMSQ745O+ebwlEEUMIwCBpG9qPLS8iIOpgvmWcEn2yO6bzCmW4VUkiD22b65ydHDY44fnRIPYq59usv2zU3cwLVFRegReg67A7vYSvm8MyClNU3rxwHXN/poJXG1oh8F3NgaoM5BwM7fQKux7orLcZVxn+s7jHb6VKUtLurKsJgmFFnJ/CwhW+bUxrxCnpfSythOjmd89ff3mJ4uGB9O2bu1QWcQEUQeUkmOn54xnyacHU5Jlzm3vtwj6gakS6tydXIw4fDhKVVRUxUVXuBaNSwXaEehyTzj8bcHmNpw68v9dy42Jql15z5ZvBsxHMCRko04ZL/bJXRe3Q/BquBw2Y4jNuOQoq4oi6sVG3ldUWbGeoEsFijRwXstB6ShbDLy+nJO6MtqyqQ8xjSG0lweSvb4cMK//09fcXA6v/Rr3hbGGJZp8VoVqlU4MmTo3cKTEUp6nObfcZbfZ1Y+pTQpuVnwYPn/w5EhjgzoOftsBT9lw/uUTf8zPNn5qEni7xOLtOB4uuAfv3/Kb+4fMp4nTJZpCxOVDDoBu6Muf/HZdb68scWgE66LDbBp5DzJ+O2DQ37/8Ih7B2NOZwl5WSEl+K7D9qDD7Z0hP725Q3TXRSuX2hi+e3bK/+vvvuZJW3BMFillXfMP3z/lweH4hbVISsH/5b//E27vDF9AVtWN4XiR8M3xCf/Tt9/zX548/RHP3rtFx/X4t3du8lc3rnN3Y3jpYqMb+3x5Z4e8qPju0Qm/v3fIw2dn9DoBo36I59iGwnyRcTpNmC0z5knOX/70Bn/yxTVu7A4uLDbOikfcX/wtUihG3i32g5+yHXyOFM/FEVZ8jrSe8jT5Naf5Ayb5YyqTEaoBHedNyk8CIbpo/QmsO7Ca58Z/79vdVm0h83wf7Huf44pcEKZpyKqKcWIFNR6dTXg4mfJkOuPZbM4sy20C2iae9bqYWMFsXvz/1XNh9bxb/bs2BoOFZcGLECQheM5/EPYZbCcJz5/PUkqcluvX8X0245DNKGIrjtaCIvZPB+Vc7Rn+xxRlXbMsCh6cTfj+9IzvTsfcH59xvFgySTPKFyZPbVHYNGu/MbOGvmHzh/Z9TSvTWxlBTo0QJYtCvJBDqdZtXUv7/6vp1I1Bn5uDPp9sDLk7GrIRRW8tNv6lxY9+Ng4fHHP44BgAIQU7NzfZvP7DStfVpqFoYR2R65KXFXVjEAh8xzptNi1/w5iGRZZzOF0wXqYs8hzf0eSe7SZ0fI9Zak1uyromK0vK2mpav8mAb7UwdEcdfvLXn9EdxUyOZ3QGMZ/86jY7t7ZwfTuxkCi0UgTu82r2ZUymg6Jxn49aHaUIeHH0+ibM5WXCC122r29Q1zWDrS6mbqiqGikFUS/ECyq2b1hVqaaB0XafrWtDrn26g+NqusOY2z/Zx9QNUkniXshwq8vG/hDXc9jYG3D3Z9fXcrZRN6Aua4bbPVzPwdSGqBOwf2cLP3SJuiH9jQ5B7CGVXWy90GP/zhZxL8SPPKJuYP083jEmacp3J2NOlsk7Q5O0tDCpa/0ekXdBsdFeJ4HjsNvtsN3pcLJMWBZXg2w1jU3CzpKM+2cTPK0Zhq+RhcVwlD3mKH+AIzz0W6RRk2rGaf4UR/pUzeX3KysqTqcJ/3/2/nNJkizP8sR+VzkxbubcPXgkrcxi3V3V3dO9PWRnB7sDESxEIPgw74BnwSvgAXYhWMjM7M7M9jS2WXXxqqxkwYlzN06Uq158uGoWzMPDSURUVFWelEhzd1NTU3r1/sk5R9c0rm20sS3jQu34UkKcZtzf6Z1obAaoSZPw8Iw2LXkVQ9jYWpWatUGWB+Soqo4uLEzNo2qu0rAuUTPXcPQ6+hvqVX03oB6wuqaMPJebFTp1XzWxFAVhkjGYhNzaPiIvCr51ZZVKGbCnWc5oFvHwcMDt7S4Hgwk1z6HuO4t7RCKpeQ6OZS76zecqRg3f5dpaG9cy6Y1nPDwYMJpFLNcrvLe1pLK05Uc0IVhpvOg7IKWaZEyThIPJlEeD0Vs4ZhdDzbbpzQKCNCHNT99WaJkGnYbPtc0O3/1wxqO9AaNpqHyOptGiLTPLVFVptV3l5uUlPr6xxqW1JvWKe2zlOsiG9ONHrLofsOK8R8u+TM1cXfSqw3wCLbH1CmkRUpCzF37JMNkjLZ5OVBx/U89N+t4E1DbaZcvUy5EVqm9/EicMgoBeENKdBRxNZxyWLTaH0xnd2Yz+LCTM0nNVsI/DwpR38YczculQbbiuadKdzdh1JmX23KHpubQ9FYA0XGUMW7Vtqs6TlixdUwyJvBiTFn3VHoNT9uK/m747J2HeAp/mBb0goDsLOJxOOZhM2RtP2C3/HUymjKPozM/QF76Pp86fhPwVKUdLVzybSRxzNJ2xO55wp9tnrVZlrVqlU/Foex4V23pGkfIPEW892Hj4xTY//o8/R0owDI0f/Nvvv/FgQxPqBq7YFktVHyHgaDLDMU1MXZU651GrpgmyomB3OGGWJKrvUlemaXXXYblWYRiEC3UFIcTihlAPzZNv5sZyje/9q0/55C8+JM8KxT1wLUzbwLBeUXa74O9nhVd1ufLhOkgwLNUyVmv7gMAwdaSULG00KXKJLAM1WRSYjonlqGCi1q4gC1nSN1RmyHZMNENj7coSnfWGGo/L9wDlTm7ouFUXu5QvztNc+XDoGoZlYBjKINCvOtz8zuUFT0QvOR7nxaKyMZu9cnL7Mhi6xlLVZ6tRo2K9fIBxTYP1eo31apW73d55N5lBGSC1PY9r7dax5z2XGdvhbb4Y/SMVo4mnn2wklRQRg/SAutkhK84+gF/fbPN/+atPaNa9hffAWTEXQxhOAv4/f/Mb7jw+OtXnDM2lbm1RMVdZcT+hWHholBlHoaFhogsTXbPQKR2Uf49h6DqubbDSrCIELDertKveQrHul3d2uLXd5c5Ol954xkqjwtZSA4Aozdjpjbm90+XObhddE/zgw8tcXW1hWwZZnjMJ4kVCp1n1MHRdtVcJjevrbdbaNbqjGYfDKX/9yzs8Phrx7etr/Lt/+T2lvCeeBCgV1/qD5oubhkbVs7mx1aFVc3m0P+DOoyMO+lNG03DBh6pVHKq+w+X1FjcvLbHSrtJp+Bgv4azF+YRJdsgV/Y9Y8z7C1esv6aUXmJpN09oilym7wRcEeY9Mnl0s47eBLC8YlFWML/YP+fqoy/3+gKNpoCrITxG/5xWMdwUSVIUlSQgz1Sara4pLMVc49CyTlWqFS406V1oNLjebbDVqmHoNxzDQNY20OGKWfF7KnbawjFWsU/Lu3jUkZSXjq8Mjfr17wFeHR9zp9YnTlCjLyYqcND9e8vlNY34tPR6O2RtP+eLgCEvX2ahX2WzU+e7GGp+urbJer34TbLytL5JlCau70+P2z+5hezaVhkc4OV1bx0Xg2RbrzRrLtQqOZdDwXC53mhRF6c5aLpeUKhTzkuly6hNnGRVb9VI2fVd5J1SfyIKZuk7VsU8t7WaYBpXG2Q/7byMjoesauvdsFsl8PiCyTVV1Ke3KhXiyrZqlYVrGQolrrto1h+WYmPbcTfbZ94UQ6CgJyBe+8+ltNHRcQ3+yDVDqtZ8NCxWqMGR3PGYURWduoxKAY5o0HIdW2c9p6S/fdsc0WK9VWaud1P70agzCkDvdPtfbJ7mtCkxh4+k12vYaTfNkHkaYT1EZTh/9DJlKTQgMXaNWcdhYbtBp+i+c91OjVHmpuBZV30bTTpY1nhfElTuvhYG6dlXQWDyl2KXMlH7XsnwXgW3q1DyHjSVoVF2aFZe65yA0QZSkDKchsyjh84cH7PUmBGW1EhRfIoxTZmFCmKT4jkXdt1ltVXBtS7UxRglJppTv/JIXNj++jmXiWGqcyPIcvzQD9RyL5UYV1zKeUVn6Q4eSvhV4romhVzEMHdc22ZqETIOYrFRksy0T37VYblVZX6rhuRaWqZ94HOf18dJy7YVlF79LgRAaYtFW+K7aXarKXJTlTOKYg8mU3fGE7dGI7eGYx8MRu+MJh9Mp0zh5pwKLkzD3Ukp5trVWEwJT0xTPJIzYn0y51xvwnfVVPNOk6elYRk6SHRJn21j6MoZWp5AxeTEhlzPyYoquKSM4pSamle+F6MJ7yiCuIC8CJCmacNCEV1ZI3qzv0ryLozdTlYzHwxGPh0Pu9wfc7w/ZGY3Zn0wX87TfJuaVkCTPSfIcSkGZrFDXY5Rm7E+mXG01udxssFar0vE9zFJ06A8Jby3YKAplADc8HPHoqx1aa010QyNN3rw7cc2xubbUotGoYmiaInTb1rOTD1GaKc3bAuTTkxexIHxpQrBSq9Cp+OUnWahQ/CHjVRP88xDYXvc2nIS0UC0agyDkYDJlEidnXoemaVRti47v0XBdfMs6kYjvGmYZbFQu5rcRRNzt9uhtrS/01l/YNjTqZpsN7waXvQ9Zda+euM5J2sMQBpnMMM9g6qdpAstUk6NK6X58UcRJhl2257z6OnlyTz+3ZX/QKu+OZWKbBjXfQRZStWuW6nmmrnFpuUGYpHy1fUh3pLgYc8iSYJvnc9lpFVCahhKj0Evvnvlzf84N+wYXg65pOLbGSrtKu+GrZ2jx5Kk15+HNq++vHmN1dGEiKUiLCEs7gQMlJblMyGRc8gzMd9YnIZeSaRKzPRrxTw+3+fXuPg8GQ46ms7J/P3/nKhjnRVFObHuzgGEYcb8/QNcESZ5zo9PGNgSCKWl+QJLto4uK4rXIlKwYEGc7JPkept7B1Npomg0YxNlj0vwIS1/B1NuAoJApab5PLmeYWhtTX0Kwhqa/4WCj/Lc7nvDZ3j4/fbzDz7d3S6J+tuBjvMsYRTHTOGFvPOWXu3vc6LT4YHmJP718Cc808S2+CTbeFMJpxHQ4Y9ybEk0jsjhVWvxvYQDQNIFlKCkzYBE4vEyb+ulNOm78VrJob3abf5dwkUDidWUzL7qecRSzMxpzNAsW1a2zwhCCtu+x2ahTtW30VwwmqrXPpum5ND2XimURpumZZXCDNKUbBPRmIcMwwitVTp6GEBotaxVTs2haK7j6yaY9UhasuFfIihTnFcs+jY3lOv/8j2+yudzAc8xXHoPTwDIVx2BrtXli8BJmAw6jLylkxorzEX7pkP6ya6OQGYXMmKQHjJLHeEaHln0V47fsmP4mUMiCJMs5Gs7ojmfMwoQgTpQyXym3vT+YcDSckeXlpFYqPxvLNFhuVNjo1Hl4NGAaJvzk6212e2M69Qqdmk+n7lP1bFzLxND/sB6ibwoLzX9Nf4asf164Rp2mtUGUj3k0+zlt+zJNa6v01rHKSV5BVsRE+Zhu/IB+8ghNGDSstZODkxKy9J9QOzD/45Pfn3/Wngfz53aS5+yPp+yOxzzoD0qycI9HgxG94OwcuN8VSFSAlee5UqvUjXICa5UcVIFeejAYWgNTbyNlRiEjFHFfcToKGSEKA4GJEDq2sYWh1dGETZLvk+ZHFDIug9MhCA1DawL1N7JfSZ6TZjmPhkPu94fcOury9WHZAldyKH9XAsb5tqalCtqD/rD0csnZn0x4b6nD5Wbjt8LlyHKVOJoEMdMgJi1lgJcaFVo17xlpbZV8V2kGUYoanBdvLdgIxgGHD7tM+lPyLH+Npl8Xw7uZq/kGbxujSBnkHc1m5x7QdE1j2fe51KhTPYYY/uLyopTAdeh4HnXXIS1y8jN6VMRZprJdQcDRLGAJ74UBTEOjZa/SsJbRT2F+ZWkOK84lpCxw9NPL5F1Zb9NpVLBMHe+cimDPw9A1VjtVoiSlXnm5I/gs63J79J/IZISrNxfBxstQyJy0COnFt7k7+a+sON+iZq0v2q9+n5BmBbMo4fZOl9/c32O3N+ZwOF2YlxWFJMkyhtOITt0vVXfkQkRjo1MnTjPu7ff4bLjPf/3lHWzT4PJKk/e3lvnWlVW2lhtYhv5NsPGOwjdatO2rTLMjepOHxMUUEHhGA6fkcOUyJcyGjNI9Hs9+yTDdo2as0LIuYZ8i6SBhMX4KyTOtV68j0Fh8T+mPceuoy08f7/CLnT3u9nqkZTvsuzK/eNPwTMXfWKlWaHkuFdtFUCUtljD1ZSx9GVNfIssH5HIC6OiiQi5HZPkhQOm98G086wNAoygCguRrovQ+ht5EEx55MQEktrH1xvYlKVvhfrGzx3+6dYfdkeJBzPk1v6sopORwOmMQhjwajPhs74B//f51TF1js17/LQQbOXGccdCbsH04ZBomxGnKpzfWaVZd5p0+eSHJ82JhcqiLV3OST8JbCzYm/Rm7d/aY9CcLQvBvGy8b9L5pHf7DwyLYmM7OZbAHqlKxVPG51KxTOUWwMVel8iyT9XqVnXGFSRQTnzHYmPeNDoKQe70+hqYqLM9/l46B/ty1Pc8SlrYoT/g2QsfW3NKc6eXByfM9s5ahl2o4vDZna9PQub7ZoVXzWGq8PPCRMictAlIZleZHJ0OUJmKZTJhlXeJijJS/uw+1l0FKuLfX4+vtQ3Z7EwbTkOVGRcnLaqL0MknojQO+eHjwwueFJrDL6sb3b27Srvns9cZMwhgpJbs9JWm71q5xY73NRqfOcqOC/Y3047nQHc64/fCQwfh8fMarGy1uXl5+Ieirm6tseZ9yGN2hKx8wSvYIsxGm5mBoZWVDqspGKiMymVA311hxbtJxruLodeXtM5kxK9tMHdOkVXGxdJ0sLxYBalx6Wpiahu9YpFnONE7wbYuW72E8PxCdAlJK4kyRhe/2+tzp9vji4IhbR112RiOmcfLO8kreFOquzc1Om/V6Dcsw0Eofk5LxCEK9FjIgyfaRMkOSU8gcKBAo07isGBCmd9BFBVCTSk34zI0Xdc3H0BpoxziHXxRBorxPbh31+PLgkF/vHXC/N2Acx0TZ6Xyh3nUU5bVbyBg5lvz40Q7TOOWTtRXeW2rT8X1qzmmTXM9f5ae7l8I4JYxT7jw+4tajIwbjgMEkJIgSsrxguVnh/cvL6ALyAnrDGb3RjGmghCGurrdZaZ8sLHMS3mKwMWH7zh7j3vRtfeU3+AanxiiMuddTWt3nlrzVNZYrPpeaDar26bPjnmmyWa+xPRzzaDCEc4q+9MOQO90ebc/lRqd96s/NWx+0p6SbBQJDnO7B8vThmnMBXicsU+fG1pIyrnyN6xZCQ0cRl5Niqoz/+H0MNiS3to/4Tz+7haFpeI7F925u8v33NvFtZRJ3MJhwe6fLYBJwMHx2jFa8NKEM/6oeH19Z5Wg45eHBgC8fHXJ7p8u9vUe0ax6997b47o0N6p7zTbBxThz2J/z1j29x53H31Qsfg//uzz7g2mbnhWCjYa5TMdoIoZMWEQfRbXrxAwqZP1FqQ6AJHUevsep+wLJzgw3vWzTtLTQMBlHE/aM+e8MpEkm74vG+6FB1bIIkRUqJaeiMwoi9wQTXMllrVJnFCXuDMcv1CnXXOVf1S0qIspTD6Yy/f/CIv733gIPJlH4QKp+ncx2t3200HJf3ljts1muYJxzTrJgSZzuI0pVaygwQ6JqHLqok+VFJKF/H0JoIdEy9qdyoKTC1Opa+9BR5/PVhmqTsjSf8+NE2/+HLWwv39t82+ftNIM1zBkHIjx9tc6/XZxJH6p5Z088QbJwPYZTQHc34yReP+F//8cuF1UOUZgjgO++tl3MBQZ4XHPYn3Hp8xO7RiKKQuI75bgQbeabaP/p7Qw4fdwnGAeE0JppFRLOYR19t8/DzbY62lcTndBRw8OCQf/hffsrBg5MlLS3XorPZZvlSh9UrS9Q7tdNt1FzhRAqKvGCwP+Rop8/wcMS4OyaaxSRRSlGW6AzLwLJNKq0K1abP0mabpc02uqljnPLBmcQp/b0B3cc9du7uMzw4WQ/eb/gsbc33bRn3hDaRk/D1T+/w9Y/vkCYZRVbw3h9f58Z3rio5XQHd7T693T7j7oTJYEoSpWRJhpSKLGraJk7Fodqs0Fius7TVptqsKJfvMz4Y4jAhmkb094d0d3pMhzNmo5A0TsnSTCmTnbLMLTTlpVHvVHnv+9dZv7F6nsPzUmR5oQaAMGRvMmEUxeca5Cxdp2KprN3SGQ19XNNko15ntTbCugBRvB+E3D7qcfOYQGNhTlXM/xVICUmacdSbEkUpq8s1GjVPqd1IqZyKhViQ8YQQyLLHXwhFBI+TjNEkVAZHvo1dyhKfJeB4WpTh6erKHIoE++L6npynJ14PT7/3sirFfOm4mBFmfaJ8CGhoQn9nSbDnRVEoWe7hNGSvN+b9rWU+2Fpms1OnWXGxDH3RXxyn2bF+A0+7FFsaSpqWCoau4bs2Sw2fpbrPcBZyf185WX9waZnnR+mF+tFC8ehF/6BvoKqDrbrPSnB81kEWyqAsTjOiOCWIEmZhwlKzwuZKg3bDP7Y6rwkdUzi0rE00dBrWBpP0iKysYoBqtzQ0B0evUjdXqVtr+EZr4UFTSOVZFSUpEkmS5gvS8nAWousaS5aPpetIJJpQqntJllMA5+luklIyS1LGUcRnewfq3/4+e+MJ0zj5nW6xOS/mTtctz+Vaq8VKtfIM4djUO3jWx5j6EqBh6h186+Oy0mEgyZAyL1WmbAoZUMgUQ6urKkZRLfkaKSooqWJo1dcabEzjhHEU8Zv9A362s8fnewf0AiVO8bvCzTgP5nyjYRjx2d4hWcnrCNOUlWqFunPyMS5kTiETCpkiZYYmTHTNR3tFe/Red8wvb+8wDROubXRYblXo1Cv89MtHfPXw8JmxX9MEFd+mWXW5+7hLfxIQRBfjQL3GYKMgDhN27+7z67/9gqNHPfr7QwYHQ/oHQ6JpTBzEi0nmdDBjNgzYv3/E3/1PPzpx3dVWhY///AM++cuPcDzr1MHGnNQCkOcFw4MRX/3oNvc+e8jDLx4zPBwxGcwoshxZSNyai1/3Wb+xwsbNNb71Zx9QbVawffvUwUYapezdPeA3f/8V//Tvf869Xz04cfnVq8t8/M8+4Nt/9TH1Tu3cwcaX/3iL/+n/+e8JxmpS/z/+P/571q6s4FRshCbY/nqXL//pNo++3Gb3zj6TwZRwGiELiW5o+A2f5kqDjZurXPv2Zb4lPsB2LTTNPnuwEcQMD0fc+eV9vvzRLXbvHnD48IjZOCScRhRZTpGf7gGhmzq1dpUrH2/hVt3XH2wUOUGaMixlBMfnkbwVAtvQqTg2Lc+l7Xtnmjy5pslGo1ZK4J6fCDoIQm53e/SC49svikKZMqZZTpYpEvAsiLl974DhKMTQNTzXIi6DUNsy0DRBmuYUUkkh51lBGCVomobvW0xmETt7Q0xTZ22phqi66PrZ3YKLeXXljJ4ccqFdon6et4TJJ7+99DNJPmGUbhPmAzQ1zTrTNv8uQJZE0nEQcTSa8sfvX+JbV1ZZb9fwbDWBjJKMMEoZP+WVcRJMXadRcan7LldWWlxba7G11OCntx7zf3x2j7rvEifHtD+IZ6tn825a+U208Qxcx2R9qf7SKl6WF4rUP4sYjIKFLPHVDZuPrq+xvlRHO1aYQSDQaVqbNKwN8lIgIS6mJEXAXBLX1itYmqvkcYWGeMqdW8kXqwSNhEUiIs1UxtY1TdYbNRzTVE7Luo5vWyRZ/sy5PwukhGmSsDue8HcPHvLXt+8xjRPCNP2DrGaAuo8sXafpuVxpNViu+M+IcZj6EqbeoZwFYemrWPoKT7SeBE/fdKqyJctzraEUj+VTFS/thc9cFNNEibL89PEu/98vvmYcRUo+9g8EQZryxcEhh9MpRaHOqWMYrww2pMzIipBczsiKAEPzcTQbOHnusHM04kefPWSpWeHTG+t8+70NPr66QpxmfPXw8JllNU3QrLpMmxXSPOdoMCWK35lgIycOE/p7Ax5+vs3wcEQwUZNLWU4s5/3Bqj9cIDSBbmjor5B2MiwD3dAXrtFngRCCg4dHjP7nMb3dAQ8/f0y3rG6E04g4TJBlljcr9yFLMoaHY0ZHYx59uc0HP7jJ+390A8M2TvR8mO+j4ysjus5Gi+lgSpbmZGlGnuYkcUoSJmSZMqFLE/X3Ir+YMleeF6RxSpqkJHHKuD/l4OER/YMBvZ0BD794zPatPQaHIya9CXGYkMZqsNY0QZbmJGFCOA0ZHY45etTj2ieX+eCHN1m51MEo2y1OwnQwY3A44v5nD/n6J3fZu7vPwaMjZqOAcBIhNEGl4akqWJoTB4k6/s/If4Ht2tiuhVNx8GsurdUG6zdW8euv35RoHMU8Ho05nE5J8/OV4nUh6JTE8Jptn1mxwdJ1Gq5D23NpOA6uaZT9nWfbmjBN6QfQDwL6QYBrPlGlkhKiKGUyizjsTphMIzqtCrZlYFsGlqXTG87U9lg6pmmQJDlxknHYm6AJwcZqA13XGE1C4iTHGGiEUcJoElL1nTIzcvI2z8/1YX/KQW+s1JGGM+IkI88LPrm5xodXV7FMHU0I+uOA8TRE05TUaqPq4nuqvSsuxhyGXzFKHpPJmEm6xzjdoZAZt8f/mYPws+O3oXxNiilhPkTKnJZ9nbq1hfZ75iIuhBIuMA0dyzAIk5TD4ZRW1SPPC4IkpT8OuLXT5cuHBwymwQsKYnGaMZqFREmGrmlK2tgqxwOpeoGH05AgTrEMHdvUjw0YLUOn4tq4tlIpG80i7u/3WG5WaVU9iqIgyyWWqWM9F3RrmqDhOlxrt/hvrl9lrVYjK0pztrwoSaTK3GtOKE2f+vuzyxWlGZfy/ciKoiTEvxuoeg7vX1lmY/l41Z+ilCKO44wwTnm0P+Du4y4Vz6Y3nDKZNV6ozj7tEF5QUMiUpAhJ8pBUhmSFqqIINHKZEAsTnqrz6cLCMWrPrG8uRR1nOWGRMQwiIjNjGIQEScqgbG8aBiHDIGQwC/EsU7U8zUnkJ3mCSMk0SRiFET/b3uXn27t8sX/EJI7PPVb/vqBq22zUq2zUa3iWhaE9K+0txPPP6mdCfJ4OHOQiyJgrD53894siSFImccxnuwf806NtfrN/wDSOSd9QhUqg+JSOaWAbBoamPfNP1zQkqlqYF8+OEXGWv1aH+edRSMkkTvji4BAEi/bCtu/hW8e3Mc8lrLOiIMkHpMWIrJhi6U1svf3SZ1gQJRwOplxabfLh1VVWW1XMl3QhCBRX0jYNikKq5/MFz8/rDzYORjz+cofZOFi8pxs6hllQ5Eq3Py9yJaOla1iu9UrHZ7fqYHsWpmUiziSlqW6Q/XsHPPxym8PHXfp7Q7Ljsm7lPkSzmHF3ArfgwW8eUWn4FIVk6/0NPOG+MtjQdQ236tJcabB2bYUszYmDiCiIiWYxwThknD/RrH8jkKiq0YNDPvvbL/nyR7fo7w8Z9ybHLp4DaZwxGwV0d/o8+nKHr358hw9+cJNqu0K9U8PT9VcGG5PBlEdf7vCz//xr/u5//iemgxlFUWBaBqZjUmtXqXdqZGlGGqeMe1OSOIWCZx4+Klir0lpt0Fpt0Nlss3FjjWrz9KpIp8UojrnfH3A4nZ27HK9rGh3f5/IZuRpzmLpGQ3do+x5118UzLbI8OnOwEWUZUZbRD0J6QUjb40mwgSSKUwbDgLsPuhx0x3z83hobaw1c1yJKMvrDGeNpRKflU/UdNE1jNA75+u4+hqHTqLl4nsVoEjEcBWRZoSZrWY5tGqe+nqWEg96YX369wxf39vni/gHTMCZJc/7d/+n7XF5tIoSNoWsc9ic83h+oDKlrqdYdzwIkUT7m8exHPJz9I1E2JJVPKjq3xv/xldsxz9atuB9zufJnNKxLZzIw/F2AMojTsEwDxzIJooS93piNTp00LxjPYvb6E75+fMjnD/cXalRPI0kzDgZThrMQ2zDwXYtW1cMxDSQwCWKORkpO1zFNXNs8NrNuGjpV18YpPVNGs5C7uz2EEFRdmyTLSdIcgfVCsKEL1TLimSYt1+V7m+tEaVpq76eEqWpDiNJs8XNYtiZEi2XUck+WzxbrkMUbHI/PiKpv876/fOrlbz88oln1OOhNOOhNGE7CE/elkBlpERFkQ8JsRC5TCp56Jh6TXLY0H10zgSf+VIamoWkqGI1TFWRYhsEgUIFnfxqQ5TmDWUh/FjKYBdQ9ZxFsnCZxOCklyf/hwSP+169uk5TB4R86ao7NtXaLzXoN1zDOmOB62bJn/fv5MEsT9iZTfrm7z3/88hb9MHyj51QIganr1B2HqmPjGoYapwwD2zTUWCMhzjPiNF+0NIVlx0NS5BTyzY0PYZry5eERoyii7thUbRvHMF4ebKApf5RckhRD8iJACBPfvISp1V4abIRxSm80w3NMPry6gnvSXLY8ZlZpmJy8pMX2LHhtT1bLsag1K3z8Z+/j+raaRD6FB795zL1fP6S706e/N8Cve9Q7VT74wU1ufPdkgzHLseist+hstql3Tk9QGfcn3P7FfWRRMDwa4/gOH/3pezRXGjRX6jiejWmbZGlGEimuxdF2j8NHXQ4fdUmjlNkw4OEX2/zyb37D9W9f4crHJ0u/6aZOY7mGEFv4dY/3/uj6oqqRpRl7dw/4+f/+GTu394jDsxvHnQZFUfDwi8fkWcbBwyNm44CVy0u8/8c3aK3WqXVqmJaBpmskUUowDjna6XH0WO13MAqIZhHdnR5f//gOlm1y/TtXaLwk05ZnOVmSsXt3n5/9p19y95f3iYOYaqtCY6XOpQ83uPLxFpW6h1t1KXJl8DjqThgejbnz83vc++whaaz4HLV2lc331njv+9e58vEWXs1V61o6JVfnDBhHEfd7fQ6ns3NH7roQLFU8FWycg+Q1f+h6pslmo8bhdEqUpaTJ+banFwTc6fYQnTYtT1WDpITxNOKwNyFOUgxdw7LUBNS1TSLbJElzLEunUfNwHYtuf0J/OCPLCgxD8TMKKRmNQ2ZBjFkORGmqgo7TjMVHgyn73Qm/vrPHZ3f3kFLy3uUlHuz22euOjzk2qm1krzsmLyT1qstKpwoIHL3GVuWHVM114mLCJN3jIPwNeZHQdt7DM17mqK5ydLqwMDSbmrlO075CxVhGe0eDjYPBhPv7fY6GM4azkO5oyuFwynZ3xGga8fPb2yDlwvzw6mqLa2ttap6D55hcX2vzl59cYxYlfL19RHc840dfPgTUtdGouPzwg8v88t4uspDPVCYKCUmqPDoOh1OCKFEGp2VmO0oyJkGE51j8yQeX+ODS8qJF62nomoZtGVxZafLnH18lLwp+fmebWztHVEvSsGXofPfmBt++tv7C5+fZyabn4lrmoirxTAUjL0ojt/nfn61qpOVn5n9LFz/nT/1c8KA/4KvDLqMoeuvtOmet3ld9m0urDfrjGTsHQ/qXgxfuRSklYT5klg3oxvfoxg9Ii5C0iBZthyehZi5j6z6+fYmbKx3W6jV0TeBYJnXXISsKHMtA1zTaFY80z/FKI8l2xaPq2FRsi4bvYhnGK/cxSlOCNOUXO3v808PH3DrqKonmNxgQCtSx9y2Tmq2Mfyu2RcWy8GwLx9CxdTU5tXQDXVNmv8r0UCx4ccp0Ti6us7hMAgWJmsAGaUqQpEyThFmcEGYp6SnbiueoOUqFarNewzJOdo1/cS+f/8tLVDlfc5ChKgUZt496/P39h/xqd59Z+vpc3Q1NwzUNlisV2r5Hw3GouTZ126Fq2/i2iWMYC/fueVXD0ETZEviksjEfJ4I0LbklMeMoZhiGDMKIo9mMozJB+bq2fxLH/HJnHynVnMLQNHzbwn6OxynLymQmg7KyMUUTJpbePFHgRNc1bFMnL9undU28VKihKCSjWUR3NENK8D37RAGC0+A1BhsmlmPy8Z+9z8d/9v4L7//D//ITskRltPt7A/yay/LlJX7w33+Pv/q///nr2oxnMOlPuTu5X/I2BNc+ucTHf/o+N79/jaufXKLWqeFVHOIgYTYOuPOL+3z149v85u+/prvTJ00y0iTj0Zfb2J5FtVl5ZbBhmAaNpTqNpTqXP9p84f2vfnyHw0ddujt9svTNyLrJQvLoy2127uwBYDk2az9Y5pO/+Iirn15i8711vIqDYRmLasZXP77Dlz+6RTSLmQ5nxGFCb7fP1z+9g1NxWLmydGKwEQcJu3f2+dl/+TWHj7pkacbSpQ5XP7nEn/yb7/LD//P3cX0H3XwyMI6OxvQPRvzn/9ffLNqt0jij2vRZu77Kp//NR3zyFx8Cr8/8b3GMygFiFMXc7w8vpEKlaxpLZWWjdo7KxhyepVSpdkdjdkdjZpyvR3JOFO88JX8rC8l0FtPrT0nTDNvSsS0DxzZxHVXZ0LQU2zJo1Fws0+DxTp/ROEDKQrnUporvMZ1FRHGKaajSvXKXft7J63gcDWf85u4en9/b46sHB7x3aYkPrq4wCeJjgg1VmcwLyfbhkMEk5MOrK4uHoKPXueT/gA3v+6RFwGH4JWE2IMmnXPb/lLZz49htUGvVMDUXW69gaC6GsI9pPXh3cDSa8dNb23z16JCHh4OyEpQtnJF/82CfW9tHaiJk6vzlp9dxbUtNnlyL6+ttDF3n735zjy8eHfCre7tEaUar6rHervHPPr7CR5eWORrNOBxOnsmUSilJ85z+JOCz+3s8OhgwK+USNU2j5tksN6t868oqf/zBFpeXm8d6rMydri8tN/mzj6/w89vb/Oz2Y2ZRSpxk1Hybhu/SrLovBBtCiIUZ6/MP39eBNM+J81yRrrOMv7l7n2EUkRYq0/muVD2OQ8Wz2Vhp8PndfXaOxgzHwbFj2SwbcBTd4970H3kw/ckivNCFjvaKfu+2fYV171ssV25wc7Vz7DIbzWeTQVutxjO/X+40X7kv8+McpBndWcAvdvb4D1/dJkrTN9pm8/T11XBdNuo11kr/iuWKz1KlQs2xqdoWFdumYllYujIK1jUNXVNCGnlRlOZtyvsoyjJGUcQojOgFYdniGtKdBRxMphxNZ/RDKGRSBn1l4PecR8nzqDsON5fabDRqC7PidxXzc5rkOeMo5tZRl/9y+y574wlRml04kFdqeRqOYdBwlRLj+0sdtpp1Nus11ms1Wp6LqWtnNplNc+VDdDidsTua8HAw5H5/wFeHR0zjmCjNSF9TwDGNE369t88sSdioV1nyfVVdKM/vohUSiZQZeRGSFCPSfIzAwDVmpSjK8c9iQ9dwbHMRSMyTjYvF5RMhmbwoGE5CDgdKda7q2ZgXdLJ+N9N4rwmykORZztJWhysfb/HeH13nwx++x8qlDrVOVRGgdQ3TMfGFx6UPN/Drqnd43JswPBgy6k4YHY3Z/nqXSf/4NqR3EUVeoBkaVz6+xNVvXeLDH97k5veuUV+u4VVdjJL86/gO7bUm7//JDWzPIgpi8ixndDQmDpNFleekKkwwDjl42KW3OyAJE4q8QCBYu7rMH/3r73D1k0tYjvUC0dz2bRpLNS5/tMnHf/o+9379kJ07+3R3+jz8/DGf/LMP3tjxycsJ1DAM2RtPGIZnb1sClYFwDIO277Feq+Jb5+/59yyLrUadR4OLqVL1ZgG3uz3eX34yKdB0wepSDcs0SMsgd7lTxfMslkSFasUmywt0XcP3bHRd49JGi0bdI00zTNOg3VTtNY5tkmU5lmWUJdYc37Wo11ws8+QsW38046uHhziWyV989zrXNttc3+ywezjmN2VwvNhmAZ5rUa845LlkPFWtVs9DQ8MQNpbu4+g1dGHimR0qxstbUVQ20kAXVlnNeLcZyiuNCj/88BI3NzqMZhFplpGVLt9z2WJdU5MlXRdsLTXZ6NSoujYCSjK3QNeuc3NziSTNyctsdNW12VyqU3Fs/ocffMgsSri+3lmcR8cy2Fpq4FgmW50GoyAiLTlFc3EEz7FYavhsdhpUXPtEieJWzeP9zSXqvlKtSjO1LZZh4FgGH15aeUtH9QnmhFu9fPVME1PTlZHVO440K5iFyRMS9kvuv1G6y3bwKwQal/zvUTWXqZgdNCXLcOJ3uEaDprXxJjb/GcyV0b7YP+BHj7b54uCQKMveSJuNbejUbJulis9arcpSpULHc2m6LnXXoWpb+JaFZ1mqSmOoiZ+lG1i6vrjn5pUNoWlo5c+mrpPLAj8vqNoWHd9nfdHmp9r4pknCNFYZ81EUMQwjhuXrIAjpByFBotS25FPbXLVsVqo+S75P1bbR33FjsLkP1OPhiJ883uFn27uMwujCvBtdU8/ezXqdjUaNrboKLlaqFToV5VtRs1VFzdC0cyUsdSFA12m6LoamUXcdLjcbvL/c4U8ubfJoMOThYMTeZML+eHKh/ZkLLgzCkJ883kEIwZ9fvaz4cU9tu0BbVDJq1k3irEdWTNGFfeJ93GlU+PjaGkGc8Nc/vcWNzSWurDUZTAKkVAHI9uGIME4ZzyK+enjIwz3VwvzB5RUa1YtxZn+/gw0pyXNJc6XBd/7qYz780/e4+snlFxSfLF3Dckz8usfme+uM+xN27+wvWn1GvYmyd+/PTkVsexegHFQFlz/c4If/9ntc/eQyGzfXXlhON3Qc36a52qDa8Dna7jE8HBEHMZP+lKPtPt3t3jNE7uf3PZxGHD48orc3KAn3EqEJli8t8d1//i0aK3VM+8XSuePZWLbJ1vvrTAZTRt0Jj7/epTFeihMAAQAASURBVLc3ACGY9Ken7u09K9JcmUMNgoiDc6pQARi6jmuatD2XlWrlQgO/b5ps1uusVivYF8hW9YOQu90+/SBUE0JAExrLnRrLpZLb05vpHcOZkhI21prMpxdPL7/yVDvbwhSQJxnCkzAYh9x+dMS331vnTz+9wuW1FlsrDf7ps4cvLCuEwHMsqp4in09eopYkhAo2bK2Ca7SwZIJvdPDN4zOw7xLmmaSnBZlE2ZIx/6suBJ26T6fun/teqPsOdd9ha7lx4nJXVl9sPXMsk41OnY1OHa6f6+ufQbPi0qy43Nh4d86PrpW5fV0HU7U0mrp2ZrGH14G5RPVpqylhnDCahsRJhqGrLPtxWz1KDtgJf8Oq8z4b3sesuR+x7N4EXn/LzHkxlwH9/OCI//jlLYZRRPwajd3UWKi8gGq2w1qtwvtLHT5dX+VGp83VVpOKbWGWwcTZVi7QUWptL5w7MX95dp1ZnjNLU/pBwPZwzOPhmMfDIY8GI+73B3Rnogy2VHDvmRZLFY+VSoWO752LI/i2UZSJvYeDIf+/u/e5ddRjFMUXCiCVcpNJy3P4YKXDdzfW+XRtlevtFpaun8vH5djv0TQ0oO7q1F2Hea9KmKTM0oRf7ezz0+1dfr27zyAIL+x2LoFhGPGLnT1AcKPTViqVZSIE5hLiBqZex+cSunAIswN04ahnR7mu56/eTqPCx9dX+erBAf/42QNmYUKa5fTHqu1yMAl4sNdnMA44HEz5/N4eB70pf/zxJd6/skyz4p57v+D3PNgwTB3Ls+lstLj88RbLl5ZeSfAGqDYrrF9fo783BCiVk2KSKCGNM6WgdQGJ0rcB27WotiqsXlvhyseXqJ3CjMW0DdprTZa2OkrB62hCGqdKuSpKydIc3XgxQ5ClGcEkXAQahqVjuRZOxcZ0THTjhBtfsCCEW+Wkt8gLsiQjCRPiIMG0jVNLD58Wkzjm8XDE4XRKVuTnCjQ0IWh7LpeadWqOs+jfPS9s06BT8ehUfHxblennEpNnQZim9EpFqkGgFGAc482pLJ1lj9MsYxbEKttecXBOcT8KMS8dn6zY5ugNLvk/oCDHN05vavjbRJilHAQzwizF1DRMTcc2DKIsoxcG+KbJVrWOZ1rvyHTwG7xpTGYR2/tDJi/x2ZhDtS8W7B6OuL+rJgkr7SqNmnfsOJTLhCQPcI06S84NPOPVbU1vG48GQ74+6vL1YZdhGL1WB2lD0/Ati5VqhevtJpebDTYbKrmzXPFpui6eZb6g7HQRzB3VXwatbP9puR6GptP2Pa63mwyjiEEQ0QsCjqYzjmYzDidTXMtkq17ncqvxRtoJ3wT6s4B7/QGf7x+yO5owjuILtR15pknNtfl0bZVvrS5zpdXkUkPJ/76tBIGha/hYXO+08G2L1WqFrWadrw6O+Pqou6jQnQd5UTCNE3bHY361u4el61zvtGi6arIvKSiKhDjrMkluk8sIDRtdOJz0NF5uVfhUrOOUYiFplvOzrx6z35tQFAVfPzhkFiYLsbJW3efqRptPr69zc3OJ+jltGeb43bhazwnDMqjUPdrrTTZurtHZeBlh9Fn4dY/Vq8s8+PwRoDgJSZQujPCEMN7tYEOA7dnUOlVWLi+x+f6LZMvjYFgGzZUGnfUmtmsrTfVEkefTOCVPc6Uy81zskGcFURArKV0p0Q1dydc61oKIftLGWo6FX/cwbXU5ztvf0pLjoxsavOa58iROeNAfcjidnbsXWBOCluex1ahTd+yXaNufHrauY3oebc+jVipS5EVBfg5VqiTP6c9CekGAEN5Cleq0OO14fdbgKssKojhFAL5jYb7iPlKES/kkxjjh+xy9xpr3HYBX9qC/KwizjN3phGEUYpdVMt+0mCQxj8dD2q5Py/GUZOPvQEvPN7g4JrOYWw8P2X+JeuAcWVaQpDm7R0Pu7/RpN3wurTVp148PNgqZkcsER6vStDYxNeedqWjMqzkPByP+7v4jbnd7jOOTg63TYt7TX7EtlnyfD5eX+POrl/hoZYnNRv2lqj+nxcKUtEwLzfPPeenMLoSGJuf37rOmMgIlfW4bBnX3yWRu3jc/CEMeDkbc6/W53e1h6jqXmw0uN58NNtQ2PMlpn2VcVp8tyn8a4hXmcGdZr5SS7izg17v7fLF/xP5kwiw5nzDOXMK24TlsNer82eUt/vLaFRqe+9YrPGbJ17nSanKl1VTBRqOOAPbGE4JSBe88yKUkSFP2x1M+2zvAN9V1W3ccBCBlKV2dj5imDxDo+OZlNGGhjtLxxkXz6rip61imwWd3d7n16IgoTvFdm8PBhKPhlJrv0K77fPu9DT65vsb1zQ4bS8fzdc+C3+tgw/Zs2utNGks1jDOQW0zbxKs6mM8oqqjBMEvzV/qC/LYhEFSaPstbHbza6UtfmqZhuxa2Zz9TjZBSkmcFeZ5jyhcvGV3XsEtlLyHEk0pQXLqzn2jaJUnilHASksXZfAdKDxYdwzLOKHd8OkyimAf9AQeTqXLMPgc0Iej451ehOg4CqNgWm406vSBkezgiP8egJaWkFwTc7fZK2dDX71FyHlimQc13KArJ0WCGbZs0qsdfo3kh6Q1nbB8MkFLSrLnYJ1a4xFMGZO/GJOpVmPfpJoVqD0uKnH4UoiFouz4N2yHMUmaJTsWyMd7x9s1vcHGEccru0YgHu4MTlxPl/zRNcHWzzbWNNh9eW+HKeutYzoylefhGi4KcadbFN9qY2utzhL4IJlHMIFSmpJ/t7tMNgld/6JTwLIuNeo3r7RbfWlvhRrvFVqNG2/cW5NuLoCAnlzmZTMllhiksdGEwSYeE+QzPqOLoHpRVDl3oCDSKUmNYFyb6c8mRRYBkWWw1alRti8vNBpoQ1Bybpus+Jw+dgIwAE16R4T5uDygOoBiCvgLi9VSFk7JV+dFwxK9297nf7xOfwjT0Zag5Ni3P408ubfD9zQ1udNo0XBdb/+1PY5uuy42OIEgvU3Vsfr69y2d7B8+0GZ8VsyThTrdPw3X4cGWJtq/kxjWho2s2huZhaBWkzJEye0q++uRz32n46JqgXff55PoaUZI9Y8Lq2Kbi4DV9lhoV6v7rGSN++2fpDcJ2LZorDart6pkqEYapl67hz35GFmrCLd+Qwctrg1DVmc5G60yO5EIXmI6J5T5H5paylKs93pXZsAz8movjKbfyPFeeK9E0IpiE2J6F5VgvcD5kIZG5JJxGDEtCOigeiWWbmLaJYRrHms6cF/ObfxzFPBgoFapzS95qgrbvceWCKlRziNJh1y9VqfbGEw4m03NnSLqzgDvdPkuV1+9P8jyevy7EMT+BckduN31yKdk+GuE6Js2qR1o+hLK8IE4zRKQ0o3aORjzaHyAELLequM7LKzQFGWkRAhJT89BfUQ6bZwNzmZLLBE0YvyVVKlVyTwqlfDJNEnzTYqNawzMtkiInyjM8ebEM7Df43UCeFwRRyiSITlzO0JVZY6vusdys8uG1VT69uY7j6EiRkT0zrEkMzaFidMiLlEGyg0Bglte7eMrk7TioPnEd7Q3dG8Mo4n5/wJ1uj1vd3mtZpyJqa3R8j/eXO/zR5gZ/emWLrUZ9QeR+HShkQSZTojwkKUJszcUUJuOszzgdkJFSkJdKQQJbczCEQSJV5cbVffTnqgnzZ4FXEtRXq8e3Qat1FiADKPogfBA6Uuo8MfBTFYtnz+9ctUgDciiOkPkuQjhI0Xjqs/q5x8MozTiazng4GPDl4RE7o/H5FR+FoO15XO+0+OHlLf75jWsLNbAz4SVcmosmp+quQ911MHWd1VqFIEm411PB1Xld0cM05fFwRNN12B1PWK/XMDQP2xAIYaILG1NUyInK5+/c7f3kfWlUXRpVl6sb7QVn8GmOmH4O1a7T4Pc62NB0rZzontUM8HjIxf/ebQgU/8KpOOfiOhx3qSo5vuN33qu5rF5dobXWxLJNZkCR5xw+7vLZ337J9W9f4dKHGy8EfFmaEQcxO7d3+eIfldywpms0luusXV+h2vIVR+Q1XvgLFaooYm88YRBGZ25TmkPXNDqex1az/lrLuL5lsdWs83g44qvDo3OtQ6JUqe50e3ywsvTatu3V33ryQLfSqvKd9zboDmf8/S/vcTSY0h8H7B6NkFL5cHx5/5Aky5iFCV/eP2DnaMSV1SbXtzq0ai+v0MyyLg+nf08uU65U/pyGdenEbSnIyIuEfnKfw/AL6tYm6953McXFiHBngalp1GyHOFdOtYWmLQLX/dmUXBZcrTfxTeudV535Bq8Hy60q//xPbvK9D0+WWdc0NWF2bAPXsWjXPFzHJGHEKO4fo7kvqVvrTLMe48k+bfsqLWsLW/MwNbcMOo4faw3NpmJ0cPQ3k7jYHo74+/uPeDgYvrZ1ViyLm502H60u892NNW4utWl5rlKOem3fMpfSFiRFyCgdoDEEIMinRLmq2A+TLkmhuGodew1H9+knB+QyZ9O9hmWdM3ssI5BjyB8js3ugLSOMGyB0VBAxQ8oZQvgg5ueuADlDygAhKiAcZDFSAYucgZyUP2egNUGc3tvsafSCgJ/v7PHFwRGz5InAzFkxV4f7dH2Vv7x2hZudzkIN7Hx4tuXsdVbBa46NEDU+WlnmaBpwp9fn0Tmv6XnVexhGfHFwSMW2+Pb6GpZhUsgYSaEM/ISGoflownnp/XsShBCoKZZY/P4m8HsdbOiGhuVYqr3ndWTHT2F+9E5ACAzTwHGtM7WPzfH8HsqnX4/Zfcd3WNpqs7TZotapEkxColnM4eMen/3tlyDBq7pKatjQFscxHIdMhwEPPt/mzi8eMB1OMSyDpY0Wlz/apN6pvXZuTJrnTOOEQRByOJ0xjuNzDYKGpuEaJi3fZa1afa1kPd+y2KzXWalWLlTm74ch9wfDhUrGk4ds8dxE5LjM5vMD8vxvzy+j3p8bDamMnME8k/b8uLXUrPDJjTV+9NlDHu71KaQkTlIOSlnpw8GUL+7tMw4ixtOIve6YOMn43vsbfHhlheYJbYFRNuTx9J9IZcSy88Ergw0pC3KZMEoe82D6d6x732HZ+QhTe3vBhi40KqZFYKZEeYYAbMMgLQqmSUJaFDiGgXNml+Bv8LuKVt2jVb9EUTybdTzNOCWlZJr16SZ3Fm06c8TFDFv3GSY7dOMHhNmIWdrDNeo4WhVN6C/t13f1GpbmvvZgY26iuD0a87PtHfYn0wuvcy5jvFzx+WRthT+5tMkn6ysvrQ5cFLL8L8pDJumAQhZla1VGLnPCfEouM+I8QCAwhIlnxBxGO+Qyp22t0OS8CaFUBQ75IWR3QE9UK5SUyEXwMEUKvwwaynFdTkEGSFEF4UIxAhmqV+GWLVkA/pm3aM43mXM1bh/1CJLzG2NWbYvlSoVPVlf48yuXcC3z1BWNZ7ks832f81My1HPKKl9f9rwTPPs81J76Xb0/n6D7loVjGLy/vERQevbslhWd81R1JMoL7KvDLk3X5Xq7RcPVKWRW8oF0NDS0hYT7y5GkGUmao2liUb0wdG2xd2mWk6Q5SZaTZblqZdc0HMvAMo2Fitt58XsdbIBYuNz+oT2mhRAIXTs90/fpz55xecPUcSsO69dX+fZffYzj2dz91QN6u32++IevGewPufur+1QaFeVjkhcUec7gcMzwYMTDL7cZ9yYITVBvV7n5vWt8/199m+VLr18acxonPBwMOZhOldLTOQYAgTJVWqtVaDgOtmGc6CtwVnimyVqtynLFxzWN0jDq7Ns5SxK60xm9IGQURqUqlU5aBGQyQMoM1XJURReu4sqUZ18FDwlIiSh9KKTMAaGyKUgKmaqecWGSFlOirIsmTGy9iS5c9AVh7QkaVZdrmx2yvMBzLYaTkL2jMWGkXM33jkaEkTIMdCyD65tt1to1Pr25wfpyHd99fRUkIZReuaQgKWbKTfmtJxOeuA4nZXUjznPqts3lzjJLrk/FtH8n/B6+wetFmuVMg5ggSoiSjCzLVeDxis8N9bv0jZ8gedJ+KaF0HU4JsyEAs6xPJlOMxEIX5lPtVC+iZq5SM1eoma/XA2UYhhxMpmpMnkyZxucjDz8NzzS51m7yrdUV/mhrg/eXO6+lzfVlUIFESJhPmWVjTM3CEAapLMhliiFMLM3G1ZR0dS5zxumAXGbowjhXNnoB4YDWQugdZN4BrQNaG4ou5AfqPeMjZHEI+WMWk2d9FaFfQeZ7kG+DjIEcmT+E4gihXwNjU7VlnRFxljGO4oUJ3tF0Rlqcn6vx3lKHH17e4v3lJTzLOqOsrUQFFVn5vCvKQCxEyj5goulrCCwkKZSyspTGeaqNzETKFIgBEyFskBmSBIFVcmSeQBOCzUYNTQj2xmMe9AeMovjcxPggVXOW9VqVcRST5i6aZiAQFDKlIEWTJrmMT0yG7/Um3N/pUfVtmlWPZtWlWXYKFFKyfahalh/s9dnvjnFKPuXH11a5ttHGdy1lAnhO/F4HG6IkGovn2xX/ALDY93Ps91mnW7qhoxs6K5eX+OQvPiRLcwaHI4ZHYx59uc3R4y53f/WAWrtKvVOjyHPyLGdwMGZ0NFKdo7pGY6nG8qUON//oGu//yQ38M5DbT4tpnPBoOGR/Mj13L6UQgobrsFGv0XCd54h6F4dt6HR8j3apo+4YBmGanTkzEmc5IxnTnyn5xKWKj21o5DIkyYcqmEAiZYGhZQihI8oqxYJwJp9UM6TMYD5BlwWZDBFoGJpLUowIsl0M4aELG003OU5CrOLZVDxbOfVWXT6/t8/ns4hmKdep+tUTmlWXWsXlg8srfHhthY3lBp3Gs1nVkwJFKU9+Xy1TKIWeIiWVEblM33rlspCQFgW5LDA0beGvUrMcrtWbNJyT74G8/OwsTZmkMaam4+gGtmHg6AZRnhFnGWmRk5Za/Yv8nBDoQsPUNBzdwNJVYHvawGbOf8qKgjjPFpyTXBbPfI9efo9VuuFamo6pvWj+qCqnklESMU7icvsEVcumYj47WXwSoGVMs2ThxWDqOjXLwdWNZwzu5tdCmGWMkohcFuhCwzUMKqaN8QZ6lM+LNMsJo3Th4DuehgSxkh4vnlZmewnyRo+8PQTteK6XpXtYuppkSApSGZHKk/khlu6Ty/Q8u3Mi+kHIraMej4cj+mF4rqTKHALFY5kTar+/tcHHq8tsNi6upHMSCllQSPUs0YSGqVnYmiJpa1LH0VzF09BMQBAXEXEeYmnOgr9xXghhgTCQoq4qF5oPQpHRKcYq8NA6iKKHLAaUTiMIfUO9l+9BMWAhMSmHwBj0S4DLeaaIUZqxN57weDhShrnRydfWy2BoGqaucaPT5p9dvcxqrYJz5rbwHCmnZZUno9T/QsopRb4PGCAsFWzIACFMEDUkGVJOEZggPCQpUoYIDKSwQcZIGaBpDYSwkKXa2Hy8mRsufnHQYrNxRDEYnTvYiNKMg8mUndGE7ixgveZTsctqhmaD1BBl0HpSWv2gP+GXt3bYWKpzZU3iWAYNKckLSZJmPDoY8LOvHnNvp8fO4RDXNmk3fAxdw7NN1pbq3wQb3+D14rxxWX2pxo3vXkNKMEyDWz+9w+2f3SONM4JRQBqnjHtTFQgJdWNWmhVaqw1a602ufLzFlY+32PpAObm/bm8NUP4aD/rDC6lQCQFt3+Vqq0nNef1qLvN2mapts1GvMQyjcwdHhZQczQLu9vqYuk7Ts8hlTFYEZSuVJMwPINcWpkBZEQAFhuYrh/B8QC7jRZm2kDm5jMiKGZqwsPUmkpwkHyN041QT9qpvo+sNfNfmxtYScZKRlAGVlGBbBq5t0qp5NGvuCRWNJ9+2kC+Qz/x27GdAEhcTJukBYT4oS9HGW5cCzYqccRIhJVyrt/BKiWLPME8lVxxkKaM44ieH2/z93gPW/RrX6m1u1NvcqLe4N+pzZ9hjP5hwEExU8JFnGOXkv2m7LHsVbjY6XK42qVs2nnk6Ivo80OhGM+6PBmxPR+wHY4ZxRJClpaGkwDdNqpbDZqXG5VqTDb/Gmlc9loNSAP+4/4j/un0XSzOoWjZ/tXGNH6w+y1+Yf++jyZAf7z/mzkiRitf9Gv9i6zofNZexDQOzbAtSmX3J3VGP/+3RLYZxSNP2+Li1zA9WL9F8RVD3NtEfBfzmzh53H3d5fDAgjFJ0fV6hf/UV+vG3lvne9f8Rw3h917Kt+zSs00monwWH0xm/3N1jZzR+ZRD1Kpi6StLc6LT5zsY6n66t0HDf/Hm1NBtNaKwKnYbZQRcGutDJZEZBgYH6fU60zqVqsSpkji4MKuZFg6GS5E0IxUQFDzIBzVX8i+yrsj3KZx5sUAwh+1q1UwkfZAoUoG+ooEXGkN0FfR30s6lTjaKILw6OuNPtEabnD1CbrsNytcKlZp2Neg3vHBNdKUPy7B5FfgToaFoNTd9QQRo6Uo7I08+RMkHKCUJrYRjXkXJKnj0AYaNpS4AOFEgZgwyRckJRTDDMDzGtCqoV68l8RaCSLJv1Op+urRGm2blbBCWKazqOIu71+jQ9h+vtBo7ZoWF/C2SBECaG5pdVmeMxGAfcfnyE55jc3FpatETNwpj+OODWw0M+u7PHWqfG1e9cJ4iU6d9ud0RRSH5g6CdyJl+FtxtsPDX2/Q4wH/5gcd5z41YcLNdi0p/Q3e5x8PAQ0zExLYNqq4KmK7K3rmtouoZf9/DrHmvXVli/vsKN717lyrcuYdrmqcwXz7RPZc/zOI55NByWZn7nlLxFKWNcbTWpv4FgQ8wzurbFZr3G4XRGdxacK9hQOucz7vT6rNaqQBXF2VAPu0Km5DKkkNmi7SmTARo6rqEDgijvkhYzdM0BKcllSFaEZDJAFza5jBBo5DLF1Od9wcdjPIsYTcJF32iz6iopPl31j2pln+j89dh9KtdfyJQoH5OUgdMk3Su3K2aS7uPED046MszyLqNkmyDrY2s1bK3y1pWocikJs4y0KPBMk1Y56bU0/VS+GnGeM0oiPu8d8O/vf8WNRodRHJEVOZam8Vlvn58f7rA9HbE7GxNkSv9dCDA1nWXXZ8OvMU4i4jzjaq3FqqafWOGYK5gEWUo/Drk36vNZd4/bwy4PJ0MGcbgINiiDjbrlcL3eohsFzJoJAkHdsvFN65lWTykld4Y9/sujO+iaRt1yuFJr8scrm6oBpFw2lwW9KOD2sMf/sXufnx7uAHCz0eFKrcmlSgO9NEkEFWgkec72dMTf7NzjMJhyudrEMQy+vfT6J9EXwWga8vndPb68d8BwEiCEoOY7WJaOLrRXVqsr2mWuVT7CPmYMfbraV8iMnAwpn+ZwCbTSa0EXxuJ+eN1B+Nw/6HA646uDIw4m03MTiOdwDIOtRp2PVpf4cHmJy623Y1poaCYGZilvq3DaCunFj+v88yoDjzCABISJ0Fogc1XhQENoHbW8EIq3UIwVv07rqEk0Oejr6nNFTxHPOX0r83xcGIYRt4663O8PCNPzmzJ2fJ8Plpe41GjQ9s85yZUxRX5Anj9CYAPLCH0JgaaegcUEKWfIkkiv6SGFqFAUQ/LsjiLW66qVWJIjiymyGJfVkhlSX0XKTFVESszHKF3TWK9X+Xh1mXu9PpoQ55bClVIuEqWr1Qqb9To1p46lnz5Qncwidg6H3Njq4NgGhq4rTsg05PHBgN2jEb3RjE9vrvP9D7c4Gkw57E/YPhwyHIe8f3n5HFv+BL/dyoZ8dUn4G7x9nHf4S+KUYBzy+Otdfvlff8P+gyMcz+aDH9zke//yE/y6h+XZqr1BUyR2wzLwag5e1aPWqWI55oXN8Y7DXIVqFEXsjib0Z+G5gw0hSsnbVpP6a+QQPA+lStVgezTmdrcH50gSSZQE7r1un2+tLgMaunAxtApx1icrpkhyCpmXPxdowsLQfCy9iSYMknwEZbsUQFoY6MLFplVmW3UKmVCQlsS1l9/Un9/d529+ehvHNqn7DrWKQ618rVccqr5D1VPO4rp18nUQFWMezX7EUfQ1aREQZD1G6TZSFnw9/o88mv3jCcdFksuEtAiw9Rod5yYN6xLaWx4SNSEwNY1xHPNl7whD0zA0jSXX51qjSdU62/U1SxMOwyk/Pdjm68ER90YDHkzUg84pW6sKG2ZpTJilHIUzxklMNwq4O+rzr7ZuYOsGNcvGNY4//rmUxHnGg/GAf9h/yBf9Qx6VQUacZRiaRsdRbXFFuexROGOWJjyYDLg/6vOoPeTT9iqfdtaeqXAIARXTouP6ZTtVRJilpEWOIbTFsllRMIwjjsIp4VPS0FmRM4xDelGAa5i4hpoEpEW+aM9K8xxT02k5LnXLeedUvuIk46A3QQj44adX2Fhu0G74OJZxKqWYtU4N4yXnTkFSUBDkQ8J8RFKEZIWSYVVtQC625uMZTWx9ng1/vYiyjEmccDidsjtWrtIXmQromqDm2nx7fZUfXNpiqfJu+Aq9NejLCPHHgA1aHcgUf2MhcfsyAZBSgUjm6nfhgbBLMnlxJiWqXEqSLGcYRjweji7UqgywUa/xg0ubbNQvSuwvQOZIoVqfZDFVde+ip1qnsBG6iwqsDIqij5RjAITw0LSG4ngU3bKK4CM0xWXR9GXF4TjGRFYTgiXfI2s36fgejmGQ5Pm55x1BmvJ4NOLSuL5oGz0LsrwgjNNFC7NjG0gp2etO+PzePhK4eWmJm1sdbm51WG1V2av7HPYn7HUnRMnF2ijf2pNVaAJN1xeqUEVWkMYZRV684L/wDX67OO+gH05CDh8d8eirHe79+iEA7fUW7/3RdX7wb79PrV3FrTi/lfOc5jnjKKIfhPRmAdMkOZc6hK6pSVvL81irVXF0gzjJVK96XjyjUS1LVQ4pVZZDCKWhnz+lLKMJDdPQsE0D/TniW8W22GrUuVupLDK0Z4WUkkEY8mg4YhBEZHmBwMbSauRaqKoSQkPKnLSQSHJMrYKtN7C0BpowcIwOemErEjkSQ/NBygW5upCJ4m8UZinBZ/KirrvCcBJyb6e3MPer+TZV/0nAMf+b51i4tolRVjx0XcMydVzbwrKUhnwhM6J8xDTbJ8rHRPmIrIgWVY4gO0mvX6AJHU0Y1Mx1lpz3qVsb5ba/PRiaRtWyCdKMSRIviJSWppEVZ2+vmKYJe7MJ29MxWcnnAOg4Ph3Xw9SUV8IgCuhHIYfhlEE5OT8KZ6z7NVa8KperjcVE/XlEecrBbMqXg0P+Ye8Rt4ddwizFMQzarkfb8Wg7PoYQZFIyiEKOohmDKODOsMcsTRjEIaams1GpU7VsXN1YCHlUTIsl1ydIE4ZpRJCmhFmGaxjozFtRCoZxSDcMKKTE1g2yQj3IB3FIPwpYdp+QW9MiZxSHjJKItCiwdJ2W41G3nXeKrwGKb1RIiWubbK00ef/qMutLdXzXUsfoFcPn01yVJ+uUFOTlPTMhzMdM0kOmWZe0CEnnwQY6pq5Up6rmMhWjjaNVMTUXTRivzWdjliTsjcccTmYMwuhck6c5dCGo2TZr1SrvLXV4f6lDxbZeGH2UJ0X2xJtCaKVynlC/Lybkz0/KVeVHEbmfViKa/54jyRHoPFHhe8vPOFEHvTb/ZfGiNuNpFcG59tDTf3892zpP5h3NZhxOp4yi6FzP2DlXY71e5VurK7T9i7TCCUBXvAzhqEBBaOoaEDZCqyJErXzPQspUSQXjomnLaPoKmr5EUYwQxQg0s5QRthHCQmhLKNL4i/eFQLVCF1XJUsWn6boMo4jsnNyNME3ZHY/ZnyrvraKQi3b006CQkjxXqpR2qS6VZQX7vTG3Hh7Rqnm8f2mJS6tNVls16n6qKtyaxiSIFl5Y58VbCzZ0Xcd0zIWUaRwmTIczkih5UVHzG/xOYnAw4qsf3+HxVzsEk5DVK8u898fX2XpvnUrDxzrBkO1NY5YkPB6OOZhMifP83OZCnmnS9l2arkPVtoiTnP4soDeeMQ0Tap6aKBdSkmU5QaRc1H1XkaKnYUwYp6RZjhAC2zJoVl3WO7UXeAkVy2KrXmel4mM9JVF3FkhgFiccTaf0g4BxnOCaJpbRQBc2rrFSlpRLdamysqELB1PzQQh8c1PJ2jLvf1fVC1E+eGWp3FHIDF1zsLQa2jFKVABX11v8tz98nyBKSZKMOM2I4pTRNCR+nJFmOWmW41gmjm1Qr7iq6uE7tBs+1zc7rC3VAIGj17lU+SFt+wZJMWWQPOTh9O/Jioh17/vUzLWXHBU1GTCEhal5eEabirmCo9fQXiL9+abgGiaXqnWWXJ+0yAmylEkcU7GscwWY40S1UJmajqFpfG95g+8urbPs+nRcf8EHCtKUfhzwo71H/KK7SzcMmGUJt4c92o6/qC4ch0EU8pPDbX588JhHEyX1uVmp835zie8vr7PqVfEMS7UNIJkmCcM45BfdPX60/5AgS/myf0jL8eg4Hjcaba7VWuXaBX4ZbByVgdAsU8GJ4IlbcC4lwzhiEIc4hsGS6zOMwzIIiehFAfFTCjhJnjMsKyXZomXNo2Y575zSV9Wzubm1RHc4ozucYu+qlodG1cUy9YXC4stgmTr2MXy3pAgIszE7wWfshV8Q5iPiYopAyWfCfBqdI9Bw9Tp1a5UN7xM69lUcvYomXk/baD8I+fqwy/5kcu6xeA7bMLjUbPDR6jJrtSoV2zo2gJSkFMW4VCJKEcJG0+oIdCQxoJXtMPqTsU1mZT9/VE4uHTVRlZn6XVgUMqCQAZrw0ITHyxItbxISnuoSkc8pcL5sW17vNgZJysPBkMfDEUGSnvu8VmyLtuuxVq2yUvUvJisvdITw0fVVNH0TTesgNCU0ommN8lo3Ub4kGqoK8kS9SggHoVXRtA5SX2EhlSvmQeXJlT9lLKlkmK+0m9zv9c9NFI+znN4soDcLmCUJSZ5j6fqpRYAMTcMueS9hnJIXBZomOBxMeXwwYGOpzgdXVha8jPl657K9F+1CemvBhuWYVBreYsKZRAnTwYzB/pCj7R5e1cWp2GiahtDEQk1G5krZRJTZGk0Xb6TN5hs8wXmHoNkoYPfOPt2dPkmYYJg6tVYVt+qiG0/UZ34blaxpnPB4qIjhyQUi9Jpjs1ar0nBdbMMgCFMmJcFqOA0JoxSvvMaLQio3bAGGrva/O5oxmkakWYYQAtdWy3YalRcUzW3DeEaVap4BPOs9H+c54zimFwQcTmesVCp4loehlaolT+uKS3j6ChBCoOsvEoblM7rjT+uSq99f1ou80qnxfVNnOAkZTUP1OgkZTiOSVEl9Difh4kHlORa+a1H1HNaWajSrHutLKuNvai5t+zpN6wppEeLoDXrRbZJixqr7MW375rHbMCfaGpqNqfkYwl5If74tzNuLklxdB7ZhYEvVQztJ4nL/zz66R3lGlGcsuT4N2+WD5hJ/tXGNpuPStFWGUEpJWhSMkogkz5lmCUl+wEEw5dF0SGvo8a32ixKnuSzIioKjMOCz3j6/6R3QiwLajscHzSV+sLrFn65eYtmtKN5NeX9HWUqQpdi6wSSJ+XJwyJ1hj1uDLg3LxTFMrlSbCwHQimmx7PrcNywKlPTjIArxn6q05EXBKA4ZxCGubrLiViikRBMwSlSwkeRPsuVp2V41SiIymWPrrqpsWO9eZcOxDVY7NaI4Zb83YRrERHFGo+piW0oxTB3a4++xtU6NzdXGC+1hs6xPL37IYXSbg+iWquxhYGoGhqYSHYUsSGVGUgRE+YQoH2NqLrowaduXMbXXE2wMw4g73T5H09lr4WpcbTX5eGWZ5coJk1OZURRTFXCQIjCRZGV1Y97aooEwEBgquSI0CjkjL4ZKrU/aIAs1SRUOGg65nFDICYa2jKYrFaq3jaKQpWeJcqy2DB3HMFUSqZALA0jFe3oysqhJpMp2X9Q1OkhTHg9G7AzHRBeoVNVsm61GneWK/xoEWEw0rYWkgm5cRtOaLKo5Wuup5Y57nj39swSWnnvv+YrRs5jPbwxNo+17bDXqHE1nwORce5IVBdM4YRhGDMOIWZKgOzbaMS1cx8F1TNp1jzjJuLfTUx4bAg77E+Iko15xuLreol5RHQxZVpBkuarhnVPZ9Gm8tWDDq3ksb3bwy6gpiVOmwxl3f/2Qxn/6FVc/ucTW++tYjolhGRRZQZbmJFFCluaKQGrpWK6N9ope7m9wMZx36M+znDhMyJIMKVXwsX//gPXrK8yGATQ8bM/6rbRRzZKEhwMlxZeeV/IWaHkeV1stGuUgmOcFWZZj6iqbOItiJkGEZRq4lkHVs6l6NvWKS5YV9McBUsqyrUpQFKq0edwDV9c0bENQcxxWaxXGcUx3Fpyr51OpUs241+urNrBFafrFgVWWQcerz9Pz77/6vPqOiaFXaVZdktJEKM1y4kRVOHqjGb3hjKPhjKPhlP4ooDucsdcdczSc8tG11WO2QmBoDrbuY+t1dM3CMzpUzJMJbfPJlvgtaGOnec4gCnk0HjGIQyVtjGSSxBwGU9b8Kit+hcoZORtzXKo2+JOVLT5qKa8O+zkTLEPT8A2Tm40OQcnd2JmNGUQhB8GEMHuxPzfNVevSXjDm4WTIUTgDYLNS58/WLvPtzioN21XX9lOfMzUd3xTcbHaQQh3pB+MBe7MxPz54xFalRra6hYG6J3zTZsmt4BkmUkpmaUI/Dui4T/rwc1kwTCIGccCmX6fpuKSyIMxStXwUEj91nydFwSCOVLBRFNi6Ttt2qVv2O8fZEEJgGhpxmrO9P2Qaxnx+dx/D0MtA4+Tt/Rd/8h6rndoLnKd+/Ih70x9RFBkta4sl5zot+9Ii2AbF5shkQpiP6Eb3mKRH9OKHZEWMo1fxjdZxX3lmjKOYh4MhvSC8UGVDFwLXMrnaavLhytKJ6lOKmxZQyBAoKGRAVhwhhIWu1ZAyp5AzVMbaRteaGHpHKRrlRxRyRiHjUiLcKBWNlGSqlCHCtDD085rzXQx5URClKYNZSHcW0PRcVmsV0qIgTjMlhW0a6JriPalKiBJNSPMcxzQvHmwkilOwM75YsNFwXa62mzS9iyuJCWGjGVsgc4SocPI4//qfd6CqGzXbZtlXvlkXgUS1Ux1MZ6wFwZkMDps1jxtbSwymAf/h779YtGROgpiN5QarnRrtuo9lGhQSZlHCeBohAM8+q7/Ji3hrwUa16bN+Y5XmahPHd8iSlDiIefz1DrqhMx1MGXXH2K6FaRnkZbARhzFSQr1TpbFUo7nSeO1KRa8DRVGQRilxmBBOI+IwQRYSWUgKWSx+3v56l8lgRp7lyEKSJhnj3oSDh4fc//wxg8ORugi0pwwJNQ2v6lBp+himoVSd3uAD8rxrNm2TSt3D8Ww0TTAbBezdO+Durx7gVhz8uofjOypCfo4UiihdLQ0dy7WwXQuv5uGW1S7tnBf6XCFjEic8Ho44vIjBkFDBxrVWk4brICVESco0iMnyHE0INWlOMjxHYhmaIkJXXWqeQxQrCUtgcW5V+9LxD1utrOTVHCWB25uFDMKQ7Bz8skJKutOAe/0BG/XaSysPWVEQxgl5oXrGTV1byMmqCuOTIKQopEoQHXMtinJS+WLvuLpXCqnuh6edkYUmFscrLQryQpLlkiwvSNIM1zKOzUILoaGjYWs1WvYVcpniGx3s1+x2/Doxl2JNi5woyxaT+7QkEBZSnj/qB9b8Kt9f3uBK7UWS+bzFwtIN1v0aszShYTkUhQp2BnFInL84WUiKjG4UsDeb0A1nRFlK0/FY92u81+iwVSpAPX896Jo6P2teFVc3uTPs4Rsm0zTm3jhlL5gwSWJ808LRjQVnwzNNJDDNEvpRQJSlSCnJZEGYZYyTiFma4JkmS26FOM/oRQGzNC0rG0/u8zRXlY1xHJNLiaObNGyXqmVfeJL1upFmOcNJyHgalokI9be8kJxQ0Hjq88dP9KZZl8PwNh3nGsv2Dda9j1h2bqILYyFrLaUkJyXMRpjCRqBxFN8lLSIu5d+98L7l5X09iiL2xhNGUXTuyoYmBJ5l0fY8Nuo1Nuo1nFe23AgkOcikDDymaKKCrqlqaSGjUplJEat1rUouZ2RFl0JOkDJGYKMJt2ylASmjRatV+TA71/68DoRpRn8WLLLpQaIy4bZh4JoGhqZj6BppWQEJk5Q4y1mpVTB1Jepw3Hh+EuZjeJCm7I0nHE5nF+oeaLgOV1rN1yJbLISJEI3TLHnB90/aBkHVdliq+Atp84sgyjKOpjMGYchqtXqcndWxWGpU+Nb1Ve5ud7m73VvMO5abFd67tMTG0hPT3EUCMMmoeDarnSqeczpJ9Jfhrc3a60s1TNtk/foKnY0Wo+6YyWDK4cMus2HAw88f49VcNF1D0zR1AZdZX6/m8sEf3+C9P7qG5Vj49XdPaSLPCoZHY44edXn01Q6H2z2yJFP/0owsycmSjMHBkMe3dolmMXleMBvOePjFY6aDGY++2MaruQuVJvWqY5gGVz7e4v0/vkG1VcHx7Dc6np13jlNrV7n66WV6ewPu/+YR01FAemefyWDGrZ/eRTd1dF1/ZtsFIHQNXddxfBuv5tLZaLNyucPVTy6z+d4atmudO9gonlahGitTnPS8/hoIWq6rVKgcR0npziL2+5PSQVyUpK1yKi/Eguz2ZAAXiwn7acf0qm1xqdlgbzzlwWBAzDn8NoonlY1PV1+sDsyRZBn7/QlxmrHaqlH1bCV3W6hJvxBgmUrFIklzEErfXgixaBoWQgXKx2VCRtOQve6Y/jhgMA4YjEMG44DxLGQ8izENXVWFbMXZWO/UuL7RpurZtBo+V9Zfnll1jAZb/g+QFHjG2bTh3zZMTafpuGxU61Qsm7woFmolvTDAN61zP5gE0HY83mt0qNsvb0PQBPimmnTbpT9KkmdEWboglj+NOM/Yn43Zm40JsxTXMNnwa6z7NbwyM3rSJe0YBm3h0nE8Wo5HN5wxy1IGccjebMKKV8FxjQVnwzOsJ5WNKCTKlQ/LLE0ZxhHTNCEtisXyUZaS5DmHwZR+FBAXTybdSZEzjCMmSbzYlrrtvJPu7ONpxBd399nvTthabbLaqbG2VMN3LRUYvWLc2FppHHvvpUVEmI+pGC02vU+pmB3VPvjcCjUMbL1Cx76GlAX95BFxPnktpn5pnjNLUkZRxCAMCZL03M8bQ9NYqnhcatZpeS6OYZwYOAoMNK2ClCFZyd0AgaZV0LUlVDnXJM8PyfIDCjEiL6YUxYi86AEamqigCR9NeEiS0hhVRzlNzwnjbz/YMHQNT1g45tzMUsU9YZpxNFEVSA2hxlddZxRGjKOYSRST5Dnf3Vqn5tpKQEI/e7CRFgVBktCdBfSD8NzdAwB1x+FKq0HTff2y8r8NaAhqjkXH907lnfQqJFlOPwgYhdGZuhzWOjU8R3lXNWoeeV5QFJKr6y0ur7ZYbj1JzknJYt2bKw3WOrWF2/h58daCDce3sV2LKx9v8clffMju3X327h0QBTGj7pj+3oA8LxYz3Tk3Qzd1WqsNVi4vqQn6BRnxbwpFljMdzNh/cMTXP73Lwy8eqwAjzUjnQUeSqcrHJCxbjSRJmNDbGzIdBBw8PFK+FGWwoZs6pqV+llKycXNtcRzfpPnYWdc8DwwNU8eve3hVF8sxiYKYSX/KpD9l5/bey79PE+iGjuM7eDWXpc0Wq1eWmY0Cgkm4CFDngehZkORKiq9XDoKzc6pQaUIoBRvPZbNRo1pG+ZZh4LsWpq5aHDzHVOo4pvq771pYhqEm34ZOveJQFMUzwUa94pxYoqzYNpebDe73BufOwhZIBkHI9nDMMHwiUfr8+vJcMg5UK5ih60RJRp6rrKoyaQNd18gLSRAnKrtolyV4qd4zDR3XNvEc84UWlYPehF98tc1gEjKZRcRJtlDzyvICxzLxHItmzaVZ82hV1Wuz5lGvuir4eQlM4dKwlPmbWKjGPE2cPB3eRpufrglcw6RiWqUTdo6uCQwpcU0Txzif8o9eBrhV02bJ9V9BMhdYmoFnmBiaqmBlsiCdV1aeQ5Ln9KJAVQ2KHFtXxOy242GXjt0nwSydw2uWTct2maYxo0QFAIfhjIplswT4hiKneyVHY5amZWVDBRvTNKYXBQRpChIqps2ypyobkzRhZzpinCgVqzjPMDVtwdmYZQmmplMxbXzDUgTLMx/lN4u8UBKVCFhuVbh5eYkblzrUK+6p2qhMQ18Ydj0LxVWyNA/faGFp3guCCHM+k46Jo1dxjQaGsEhE+Fr2LcwyekHAMIwIkvTcMqCggo2VSqXMgjuvbCcRwkAXFdBSpIwopKX8RLQOulZHkqLJKYWwEcIBYSKEjiY8dK29aLcSwlVcjWKAlD3kQn1KKl8LtJJw/ARzf4WkyDiIxgRZTNPyqZoOtqYqDheBUjArSPOcKM2I05w0Vz3+vbLSYesGMkmRSCZloBGVRqpJnp87y/g0l2AcRYTp+cjhWllVmfMiq86bk5V/mxBCPcPbvncOB/QXEWcZ/SBkFMXkZ7h/qp5NxbMRQnUQ5HlBIWFzuc56p/6MGqYmUA7jVVc9x3WNRuVilaa3J31btgbd+N5V6ks1bv30Lrd+dpeDB0ccPuoSjEOiWbSY0Ji2ieWa+HWf5a0O7bUmtXYV0/7tKRqdhKKQhJOQwcGQvXsHPPpyZzEJLwqJLFQrVVH2+M9Lx0UhkYmSAE6ipDS+K8nwJVleaIK1aytE04g8ffPB1pkVjwqp+BpBzHQwI0tznIpDFCRE2avL5LKQ5GlONA1JIxWMHT3usXt3n3u/fshf/F9/SLVZwXLNM/N1ZknKzmjM/mRKXE5WzgNL1/Esk6bnslytYOnKYGt9qU6z5i6qGfPul7lknG3p6uEvNFzL4NJKk7V27ZmIzion5y9D1ba43GywXPHPTWaVklLXfkY/DJnGCb71Yp/uXK53FibsHKmWvihRilpGqSQ31+uehQmGrinDMVMvAw+Lqm/TqStfgOdjqId7ff73n9xCSqWas9apcXWjzVqnxmqnhuuYeLaFaarjZhk6plm+Gvor+0bFgmb8LJGvDDte8dm33wKRy4IgTeiFAaN47ilRsOJX6LjemasbpqbjmcpfQsncvnx/BJTE0CeEfkWTPN4pJSsKJmnCJInJigLXMKlZNlXLPpUB4RyObtB0PLpRgEAQZCm9aMaapzJrnqGUonxTKVqFpXlglGcLFarDcEqYpQvjv2W3oh7CUYgQap3jJGKaJFQtS1U3y+NbNS1qlo3xikrMbwuObbK+VKfi2dSqLr5rUXFtfMdScqav+Lw4NtAAS3PxjCZCaMTFFEOz4AVZCgUpC5IiJC1CDM3BRZamnxfDLE7YHU8YXJCrASqbv1qtcq3VpGqfZmKqKhtCWGhaHeW6rSGEjRA2RRFSFAECA9NYR9fa6p9oYOhr5bJz4rgOaUFedJkThZUiX6TWdwxpt5AFoyTgbw++5v60yx+1r/BBfY2OXaV6wWAjyTLGUUx/FtKbBtiGwTROGIcRg1lIp+LT8BxGYcwwjBEosZO662AZBk3PXZiqnhVxnnM0m3E0my0SAueBoWk4pkHdsel4r2di/i5AEwK/nDu4hjHXvDo34jxnEISMorNVNqCsetd9PMcq299QEvPGs+2vmqbRrvtUPHshsevZb6mNKktz0jhdtInopoZpGSRRRjAJMS0Dt+osoqPnsy+ibOJurzWpt2sYpo5Xczl4eMTR457iOcziRV+4YRnYjoVXc2muNrj88Rbuks92PmR3MKNhedRMF8+wsDS1G5Wmz/XvXMGwDOIgVp/7aJPWShPjDBeu7dk0lupc/fQyk76ymNdNg/UbK5iWeWyZUdMEbtWhtdpg6/31c920J8FYc/k6OSQINTYjqFpq3+fHeeXSEp/+5UfEQUISp1z79BJr11bw6y8+TJ6f/C8cLw2dSt1j9coSH/7wPRpLSrf78kdbNJbUOXv6QTYPooaHIw4eKH+N+795xLg3odqq4Ne9BQ9DN/TyQflcDz8gi0IFW3FKEiQMu2N6uwOmgxmzUcClDzZYu7ZMe72F2Trb5CtIFFdjfzy9kJa7b1usVHyanotvqZtOUGYLXGuxL8fxFObQNJ165ewPFcc06fg+bd+jYllM4+RcZklJnjMtSeb7kymr1QrOcZNZqQKKaZiQlwRDUJkOULJ5UZIRJSlCCJIsxzQ0DF2nqEp89+WDkqZpWIZBMSfJo4zf5rwMw9BIjXzhIK4kdp+0Zp0001KeH6mS+MyHpMWMXCYUMn9lwCsQ+OYSdXPjtUyqTousKJgkCdM0oUC1pJm6jmuY56psGJqGoxuYmo5+jN/C8xBClflPU8zJpSTKUsJy0q8LgWOYOKeoajy7jTqeYWKVLZVJkTNNkoVUranreNLEN1QrWVLkqrKRZ+SyYBRHHIUzorJqUbNUFSfOMw7DKYamEecZo1IaV9cEUZ4xSVWQ1HF96raDqb1Z7tt5YeganmsxCWK6wymagCTN8V3rlbK3AEvNCqud6gtVRc9o0La3yIuEg+gWdXONpIjQhY4m9JKbJclLNaphsssw2UHDwNWb5DJllg2eWacujFKt6nTP1yBNOZxMGUfxhYMNU9NYrvhcatSpnCLYUG1OFkKYaMxbQp4kGIQw0DQPpIvQHDRRRRMeQjPQab6wvkJvo8sJusyQ5GhalRefcE8gkUR5yuOgz9fjPS75La5UOse2LL4MSoa0KLd3nh5R46IoyfKdqk/NsTF1jYpts1z1aVd8lqr+ImEzb+81dB3b0Gl4zivbIF+G5ClJ1otwNWxDp2bbVGwL1zQvTEh+l2DqKglkzVv95Mu5mq/CvC18GidnqmzESUYYP2lbnHdXxGm2eMa/DJo4+dl7Gpx6Bp7EKcOjCVmSoemKsFxr+kwGUx7d3qfW9Nm8sYLmWC/NrICabJi2YOPmGq3VBlGYEIeJMvcryXBz0qlWTlRN28CruvS1iL/ufsFeb8R3mlu8X19jy29hlZOglctL/Mt/9xcEk4giL9Tnai5+zcM+of3iedTbVRzfprFc47v/4hNAnZj2enNBWH4epm2yenWFeqfG9e9cIZzFp/6+0+DX2R5/nd7nynjK952cK9UOW0aLeRPAR3/6HqtXlxWhsCjwqi5ezcU7oc/ueXsTyzZZ2mzj130ufbBJFKh98CoOrfWm4k48te9FXpAlKQ+/2Obv/t//xMMvtunu9PFrLu31FmvXV9m8uYZf93ArzqJq8/QGSClVq1mcMjwc0d3p85u//5o7v7hPmqSMe1O2b+1x79ePMG2TautspN9ZkvJoqFSo4gsMhC3X4WqrSfMEKb43NW0xNY2KbdFwXTq+r3wLwvMZJuWF5HAy435/gGeZtP3nro+y11crOSiaUO1hhq7h2oqwa2jqZ13zidOMSRiT5YWq5JjKN6Tq2scG3FfXW/y3P3j/KanghAc7Pb5+cECS5dQrLvWKQ6vu0677tBueeq37NCrK9fRlrWSFzImLCcPkMXvBLxkkD4nzMVkRIylekq9X1RCBxpXKn/NB49+i83aDjXGizuW1epNaybGwdR3vHJk95UiuvxGFJYkiZ2eFCt6UCpi2UFY7LXRNac/PA5S8KEiKbDHpEoAuNCqmRcv2KEqjvnnWdJSEHIVTkjzD0nRqlkPb8UjyfNHSNUli+nFIN5xh6zpBmhCUJPyG7dB4ByVv5yjKYP9oMOXrhzOkBN+1sE3zKZ8NeNmI88++e41//afvv3Cf1MwVVt0PGcSPORjfoWNfpWVfwtY9TOGUYhU5STFjlg3oRvcI8iEVo0PFaBHnE3rxw2fW6WgV6tYq+inFGKI0ozsLmCTxS+/H08LQNFq+y1q9im+dtePhmISh8DH0jfJdVcU4zhl6Dl1bwjH9hQy4JlzVfsVprquye+GMDdGFLEiKvPw+gS40DKFjGwa6q+GaBmv1Kpau41gGVcdmvVHFMtQynYpPmucLK4F5IscxjXM/v5I8ZxAq8ZKLOIbbhkHDdRWv4d3LAVwIqoqsrllL1y/k9ZXlBbMkPXO72mgastsdn0uQwTYN1pZqx/r3nBav/KQs+0KiWczRTp/ZWPVuehWHWrvCqD9l/0FXRWr5q2XfRFmyrzR8vLrLdjBgFCVseG1WHJVJf9mDazg5Yj8dc2dyyJpbZ8Nrkj2lLORVXbzqxRUMLNfCci2qzQobN073GU3X8Oseft2js/n6yal3tmfs3BljpRbX04AoTxeBGUBrrUlr7cXsy3FIipydYMAkjdjwmrRtVf3QDR236uJWXdrrr15XNIvo7w148Pljvv7JXY4ed0mTjOVLHT74wQ0ufbjJxo01vJqrFKqeCzZk6USUpTlZkjLqTuhu9xn3pnS3e0wGU+IwYXCgvFgufbRx6uM1V6Gaxgk7wzEH0+mFSGtN1+Vau0XDdV4UwHvD2VGl5gN1x2ajXmUURefODOay4HA65V5vwFaj9sL7RtmbKSULkvv875apHrxRrEz9DF0nTjPGs2jRFtWp+9R9B9syjj0uS60Kn763rsjhk5Bh+TqeRoyDCMvUlWxyoAKY4SRg52BIxbNp1XxuXl5ic7lx7L5lMmSYPKIb3WGUbBNmQ0CSyohZeoQmdDyjgy6MMns7I87HWJqPb3TeapY7zXOGUcRhMGMQReSyYJomGKWak4CXOnifBIFYEETfBBaZ1DnkU/9OibmH0mKdJU9A8CRrrwnlt9EuieTjOCLOM7LiiWmfEIKa5eAbqgrScpR3hqMb9IuAYayCEtcwmaQxcZ6haxpN230nncPnMA2NWsWhUXNJc6UKI6Uky3OVCHhFljEvimNPx5wgPk4P6cePSjfxMZbuYjwVbKRFQJiPGSa7pEWIQEcXJmkRvVD1q1srOEb11MpvYZrSCwKm8fm4c6B23TbURLruONRsG+OU8p9P1nDMX4W5kAA+DTTNBU4/3xAIXMPiRnUZSzPY8lpUTOdMfI1pFrMXDpFSUjEdqqZD1VDrmCd7ak9tkmua1F9CtJ7fg6+qyL8KaZ4zCCMGYUR6AQ6OYxg0Xee1kKjfJcyP6zw5Y+r6hY5TVhTMkoQgTcnPcA/t9yf84uvt46shcm4MKctWcJVM0jSBZeo0qx6ea9GqHd92eRq8OkwppSpn45DdB0d094ZkSbZom8qzgmgW01gqS4hnaB/KZMEv+o/4x6M7/Jv1T1hyqrybXbS/XwiymH88usP9aZd/s/EtmrZ3ruM+6U+59+tHPPx8m/7egKKQNFfq3PjuVX74P/wRrbUGtmejG7oKNODFcX5u3lhIKg2feqfGzp099u7uU+QF0+GMaBYzG83IktO3QRVSmRxN4pjd8Zij2exiwYbncq3dpPEatL/Pi6ptc7nZ5GgWsD0an4tcmReSw+mM+/0+39l4UZXKNg02OnWWm89qkgtYVCqK4klOUkqlGAcqkWAZym/kZSX5mu/gWCbrSzXSrCDN8kULVZLmTIKIySxW7smDKY/3hxwNp0RxRq3i8H/7V995abAR51MOwy/pxXeRSJr2FRrmJmE+4PHsx5iax5b/J1iaT1xMGSaP6Ua3qFnrbHjfY8n5AEO8HVJilGU8nozQbLEwoJsmCbaunL/XKzU+bC+pVqN3BBpiQfKeu4NnMieT+Zmy1IUsSIt88dDTS/GFZ6sxgopl03F9+lHAOFHBQlrkjJKIQRRi6zod18MtW7IadhlsGAa5lAziiINwhmtajEqeiaXptOzSzO8dU6Gaw3MsNpfr2KZOkuYLHuMiG/2KofryavPYylY/fsy9yY9IioBMJgzTPaZZD0085ZgNSJmTy4xMxgs1qnG6/9RyT7DivseSc52a+aIJ5HGIsozuNGASJed2JNaEoGoryduKbT1TJXuXoQuNhunxF8vvE+UpNdPBM2xMcfp7vBtP+FnvARLY8lps+i1c3cI4pbHbcbjokUvzglEYKXWkC1Y26q6Da5y/yvKuwygFVPQ84xyikoAKNoIkXZD7T4tH+wP+5md3X3qO5rLUSpq+rMQYOq2ax5XVFlsrTa6un2+b4TTBRtnSaNoG1YZHlih1JcM0cHzVKiGlfNLTf4qbXkpJLguiPGUnGPDlaI8/bl9V7/F7V0F7ZzDXqJ9mMY9mfW6N9/nh0vVzry8KYrq7fQYHQ6JZjGEb+HWP5nKdpUttaq3qmbbNdExAYDnmgiQPZTVMO5uk4FyFqjsLGEYRYXK2LMAc84d803O53GxQ/y0qZNQcmyutBg8Hw3O3yRRSMgxDdkdjhmFElKm+93nLha5pp9LTnqurzLfitFmxBT+jNPSbBxlRaerXH83ojQJ6Q/U6nIQEUVq2B56cQs9lzCTdJ8yHdOybtOyrNKwtRskuh+GX2HqNtn0dz+iQFgGu3sTQHAxhIaXie1y0teO00ITALj0lEtshLYqFotOct/auQdc0PMPCN010oakMW5oSZme7t5IiZ5ImRHkGEmzdoGY52PqTx5EoKxsd1+fheKB4OFnKNI0ZRMoJvGm7LLk+jqFUzxxdyeZWTBtT05gkMUfhjKppP0NqbzkuDftsGeW3Cdc22VhunFtqstPwj21h9I0mS875x/vjUDfXMMXpJUqjNGMQnl8VENS9M1f3cV+DGd3bwHx8tHSDVbd+5s/PqxCTNOLe9AhNaFRNh6W8em6fktdVyU2LXAUbUXxuWXlQlY2G4xzPI/w9gHiqjeo8fLw5CimJ84w4Vwmbp5MRJ6FZ9bix1SF7yTkqymAjSZW/Rn8cKFU8UATyC/KQT9WApWkatVaF659sEQcJeV5g2iZe5Qkh3HLMM5ntJUXGLI0ZJSHD5FlN9G/wZiCRxHnKNIsYpSGjNCS5wHHPkozZaEY4ixZqRbZnYzrm+QaysooWTiMm/RlJlKpsuWvhVhwM8/STgzBN2R2N2RtPzh1ogHqwGbpOy3XZajR+qwoZ1VICd6nin18CV0rGUczBdMYgCJnFCb5lnWt95xl6ZmHC0WDKcBIymoYMJ0/9m0YMxirAQCohCt+1aNc9GhWXtaU67WMED+bIZUZcTAFJ27nOivMxtl4jKQI0YWJoNp7Rpm5tUsgc12hSMZfpxXc5iL5ACJ22fQN48/rujmGwVavxQatDNwyQSBqOiwDGcYxjGO9UVQPUg7Jm2dQsZyEnO04ixunZJBijLGMQhYSZCu5cw6DtuM+0jQkEFdNmyfFxDSUnHWYpgziiH6ue/zW/RsetLIzcdCGwS2ldz7CYpTFHwZSG5TBNYjJZKPlqx6Nuue/sJNUt1ajOckyfhmkcn/Tb8D6lbV+54NY9C0OzcfXTT57jvAw20uRCk+SKbS28Nf5QIIEgS9gPR9i6eSHZ4NeJNC8YRTHjc6gjPQ3F2XAu7LL9rmLeRvViFfdsKKRE5qqtUpnfFqdqCf3kxhqbK42X5OtUmq0oJLMwpj8O+OWtHe7v9tlYqnN5tXmi7Pxp8MqzuojIHZNGp6acr6XEMA1sxwQhnvgGnBD5FFIJKm4HA7ZnfSZpxCAJuD/tEmQJnw93+d92f7Po3QXVs3yjusy623hhXXGe0YunJMMcXdOI85QCiSl0KqZDx65QN93/P3t/9iRHlqV5Yj+9V3e13cx3xx6INSPXyqqe7uZ0kTPDpoxQhMIRkiKcP5AP80z2UFjd7FlY1V2VWblFZmwIBDZ3+Gq76a56lQ9XzbA5AIc7IhJZlV8JEhVwM3M1NbWr95zzLTQsd+U1v+zGzvKY03TBLIuZ5TFFpVCVwpUWnrQZuE3WnSaWlCunq7JS3JufsBeNWXObDJwGDcslMJ/9AKIi5e78hEkeseG26DsNGqaDLUwqICxSTpI50zwiLDItjFQVCrUSXQrDwDdtWpZH32mw5j6ZEBRKERcZD8Ih4ywkUyVpmSMNTb8YOI3V7wxMhwrdediLRjyOJsyLhINowl40YpbH/Hb0SH/OT533tu3xXnOdgdN45hp4HkIKbFcnvhuGQZbkzGu9xf6dQ9av9Gl0gyc0qudeR5XahSqJUpIwYXI84+TRkEdf7jM9nZGlGaZt0t3osHF9De8N9DhRlvNoOuPxbEZySReqtuvS9T0ajv1HHdf7tsVGs0Hf9whsiyTPL8T9fBLAFHIwm7PVar5xEXXRrtjB6Yxff7lHnObkRbn6U6oK1zZZ6zbot30cy8R1LFqBu/rTa/uvLDagQlX6s7aEjyNbtVOOjRRWbUdpIAwT03B08rhhM8ses8iPiKwdVPX95PgYhoE0jJWVa1aW9aTIYJomNG2bvuc/SVd/B0YdjjRZ8xus+w0caTJKI47iBSdRSFzqIEDxlO7ieWR1N26SJYzTiLQs69wNl3W/QcN6MlEzYJUkviw2JlnCYTjX50uVT34urac6x5Ku49G0baIi5yQJ6ac+iyJDVXp61HU8bX37jtKopBR434ETT1mlpGqBK7TGwhIulljev77b62upocsKHeqXFeWFZ4jCMGjYNl3Pw3mq2FhOJbOyYJiGjLOQaR4TF9lTewN9X/SlTaYKRllI0/K4FvRX9/LjZMaDxVD/Hsuhawf07cYLxekoDRllC+Z5QlRkXA36XAmeDR3NyoK7i2P2o3HtJKWP0ZEm216HNbdJYDo48uxu/jSL2IvGjLOQtCz4w3Sfg3iCJUx+P9ljkoXcnR9j13uclu3RswN69T7g+cDKeZ4wz2NGWcg4i8hVSaFKTCGxhaRt6UK8Y/s0Td10edn3efn5LTUE4SVzUyZJzLfDMWBwGkbvxJr3NhFmGXdOh0TZxe7bT6NCU6J1VkZ1LkaQNl959R5KVRVJmjNdJJRlhefYxGnGcBaRZJcL9Tz3DkNKgXAtqko/ZVlclIWiyEsdwmeZL33HFZo69dl4j795/HvGWcw4j5ikesP8t8d3+N14T792/Zx1r8V/f+Ov2PLaz4gSy0oRlRkPoxHHyZzTdMEoXVAohW/aXG8M+HH3Cu+3NrlW20DqY9D+4YfxlN+MHnJnfsy9xQlRvenvOw023BY/61/nL/s3aNneM8XGL4b3+ZuDP/AXvev8pHeVa43BC8XGNI/5D4df8NXskH+5dosfda9wxe9h2SZlpRhlIb8eP+Sr6QGP4wnTLF5xkYuqXLnJbHsdbjbW+FHvKi3rSac1UwWzIuHxeMJxOmeYhozSBZ608U2bH/eu8qPuldXiqaiIy4xfDu/zvx59rc95FjFOQ5Iy528OPufvTu4+c95vtzb472/8FX0neKVXhu1atAdNgnaAkIJoFnGY5dz77CFrVwbkac7Vj3ZWTlTPoywUeZYzPppysjfkzj/e5c6v7nH/9w+ZnMygqvBbPhtXB1z9cIdG5/zipCjPeTSZ8Hg2v5Tlbdt1udbt0PW878Th503gmiZWIOkFPi3XJcwyijS70E27UIqj+YL7ozENx37Rleo7wv3HI/7933+FY1u0Gy7tpken4bE58Og0XDpN7Ubluza+qycuUmobXFMKnFe6zhg1p9yoGwtLdyOBMEwwDIoqpVAplvAwDRtDtpGGRVrOyVW0es53jbKmIB1FCz4fHjNNE9b8AGkIwixlu9liI2gQWPY7Qyt1pclO0GInaOGZJnFYsL+Y8TicE+Y5papqA5CzERcFoyRiGIeMEu1c40qTjuOx5beenWwY0LBt1vwA37JQlWKURDxaTJmkOqNhaXn7dHfbErIuJlwm6Zg8KRmnDU05qCpcKek4bp2z8a6c2e8Hw/QBj6Lf0Lev0XOu0jTXnio2vluoOr8nK0vSoriUfk7nFmh3Psd8cfoXlRl35od8PnnMV7NDjpMZRaVomg67QY8dr8um32aWxfx+us+NYEBn9yere/m9xQn/z73fYgnJ1aDHJ+0dWl0P+Zxe5XE85nfjRzwMR+xHY/6Puz96odiIy5y/Pb7Dvz/4A5kqyWtDm74T8NebH/EXvevs+N2XFhvHyYz/6ehLvpweMM50cTNKQ6r6Z8tAwOWR3Wqu84PuLj/qXKFj+y8UG8N0wf3FKb+f7PH59LEulMoM37RpWx7vNTd4v7XBR61tGg3nXF5ZpVJEuXZHuiiDAGB/OmMUxfzj/uN/khOrJasgyrJLnaclKqqVzsIUFW+De2sAjm3Sbfl8eH2DwLP5j//4Dd/uD/nBza1LvfZrP1FVB9GBfi+qDnBbnqtwFjMdzglaHoOtDqZ4+UsaGAycBrdbm5ymC07TuRafFynbfocbjbXV4wC6jk/XfnGDmZQ5e9GYuMwwhWTgBLQtT/PYVM4sj/ndZI+8UrTrgsE0BLM85jie8dX0gK9mh0RlxrrbgmppXqd9sO8tTshVwcftbT7ubOvjqXSXYT8ac7OxRlRmzzhhLVEoxShdcBBPmGQxSd3xS8uck3TO3fkx385PmOYx626LTbdNUSlOkzkPwyFZWSANgSstNrw23ecWjHEW8c3sGFda+PXEZM1pkJQ5iSrYC0dERYYBrLutFU9w3W1xu7XBabrgOJmRlQWKiqtBjx2/u3QaB2DH79C03NcuNEHLZ/f2NscPh9z//UOOi5Isznh894jf/U9/4PjBKXd/ex83cLBdexVSqAXhijwpyNKc2XDO5GTG/tePeXz3iNlojjQlm9fXuPbJFa5+tEtvs4vrn09LsHKhms45mi8uZcfX8Vxu9Lt0fe+P3mlZulJ1XJeddpM4z4kuSBErVMXRIuTeeMK1XuetH+vLsN5r8KP3d3Bsk6bv0gocmoFLM6j/f9+lGTg4tvnGNnvCkNjSp6wychWSlNN6qmHjyg5llTNKv0VVOQ1zA6jIVEhUjmrL3zfTBV0GhmFgCYFvWnRdD0tIBl6AIyWZ69H3fGzxbgkllxv5zaDJTqPNaZ3qvR/O+Gx4iDQMrjQ7BJb1zISjUFoQ/mgx4Q/DI+5ORyRlTs/x2W202Q6a+Jb1HBXAoGHaDFwfv55snMQhnjlmlqUIw6Bju7rYeErrYQpBt9Zk3JtVhGnKaRyBAU6dHO6ZFpaUb2g6+qePTMWExYhCZUzzQwKzh292cUUTV7ZwZRNHBgjDPHduxnlRKkVSFGRF+VK3rPNimSfRcp1nqIaF0qF5D6Mhv5/s8838iLwq6ToBjjBxpYUtJOMs5DSbM04j9qIRbcujeGqiGRcZx8kMS0ialktcnq3lSsuCaR5zms45iCcsihft7k0h2PY7fNLZ1Y3CPObr2SH78YRJFpGo/JU5G6602fLa9XMbPAxNZlmCFIItr03H9mmY7qoRtu132XTbNJ67f4dFSlikfDU75NejB8RltmJmVFTa/NsQnCQzoiID9H5o4DRp2Wd3w6vahCUtS/KypFDqwtQ4gLQoL2VP/88NVaXv4/r6eTuU2+XEHRMavk0zcCnKkskifm0Wx+vweutbpSiygqoCYRoUebnSbQCcPh7zqKbMdAbNl4bniZoe9Gl3l1vNNY7iGfvxhH+3/zuG6YJ/tX6b/9Puj1c2iACmIV740gDEZca382OSssNfDW7xfmuTvhMQFxl35yd8NT/kd+M9kjLng9YGXdtHSIvTZMFvxg/5anbIt4sTbjc3+BeDm3RsH1da3F2c8MX0gP1ozG9GDxGGwQftLd5GAyysj+2LyQF74YiO7fO/3fiQa40+YPDV9ID/cPgF0yymabn8sLvLv1x7jzW3+Yxw8jSZM8lCfty7xs8611hzW/SdgHuLU+7Oj/liesBvxo9Yd5v8oLODU1PD/qJ/nQ9bmxwlM+7Oj/l36jP2ohH/9dbH/PXmh89YWtpCU9Feh2avwY1PrzI5mXL3t/eJw5Th4xHHD0+YHE+xnC8wbRPbsbBcG9PS4X5lUVLmJVmak9fi37LQoZFFVmAIg6Dl88FfvsdP/3efcuPTqzR7jTPDFJ/H8gu4yDIOZjOOF4tLBQ11PI+bvR5d74/nQvU8tFC8yyROOJzNL1hsaAvc+6Mxs51LWEy8IT65ucX1rZ5e1ISBEOLMv9/E1W4JgYkj2xQqJSlnRPkQV7QxDYfAHDDLH3MU/56oOGXN/RBFySI/YpY/RhqWplZ9TxtQaRj4ls26H/Bhb41CKd3FN61Vg+DpTfS7AEsImrbDpt/kVrvPaRLx7XTE/mLK3x08QFUVTdvBleYzE45clYR5xp3JkH+/d5c7k1MKpdgMmvzF+i5XGx1t+fuc+1lQW996poVCFxulqvRmyxB0HI/1mmb15Bh1QdR1fAwMFnnGSbzANXWqettxsYX8Z+t6WFWKk+Qui2KELTwcGdB3rtO3r9F3r9ExdnBE8NaLjVzpbIC0KFCXbOoahp7yNmxdNC6RlgX70ZjPJwf8dvSQURby0951brc2WKspwcfJnG8Xx/xhss84i17o/L9tuNLiX629z09618hVyeNozP/j/n/mi+nBuZ6/5jb51+vv87NSB7n+59O7HMczfNPhX6+/z+3mBrt+b7VHcIS+zj1pPfPeZnnM42jC78YP+V+OvuInvWv8vH+Drq0btfMiZpiG/HJ4j9+MH6BQFJXi087uS4sNVVWkRaEnVbVQ+c/4/qBqo6VSfXe2JhWaqlWUlysk4RzFRlko4jAlr21Ho0XCdDinLBSmJRkeTjl6NMILnFUBchaWXa4lX7Ko3ag8aSEMg7blseV3VpqFVx60oTsOG26b640Bt5prerKhClxpEZUZn433GGeaMrQoUqQhGGYL/jB5zLxI2PE73GqucbO5Tsty9fRDSFxp8fen3/L59DGPoyl74YiuE+DLywV9ZargNJkzykIsIek5ARtea0URm+cxu762LCyUWvFFffPZ3+tKi6blseN3eK+5Tt9p0LJ1Z7RhOuxHE8ZZVPNVIzoE9XNcXGlpKlca4kgT05B0bZ8tr/1KrvXLIC0TrynYfX+bn/8ffsz6lT77dw6ZnExZjEOSKCWcRCzqQBBDGLV7GTzte2h7No7v0N3oENSJ8Wu7fT74+S1u/vA63Y32ucXhaVkwjmKOFyGzJF0FgV0UJ4sFnx0cMowivjg6vvDrvE08GE+5NxxfONgPtBB/FMUczOZMkpgkL1bJst8lAs9+ZcL4ZWAJj659DVe0CMw+lnD1tEM06Dk3qVCMkm8ZpfdJyhmKkqxcANB33qNt72q61fcAw9DrnCkkjpSUSmnRtJkTWNrxqeLd0GosYRgGpmHQcz1+NNjSerGiYJzG3J2OqKgI84xNX9O/pKET4GdZyjiN+f3wiDuTU/KyZKfR5qPuOj9b32G3cfb6YwmdpB6YNr5pscj09zkrSzqOR9N2aNnOiiarn6NzNHr1tCgpc06TiLatqVNtW2v43qXz+jKoqtI20/XfQhiaznzBY29bm+z6PyIshoTFmKJKKasCVZVM8wNiNeMk+RZPtvFkC0+2cGVrpe/QQXcX+92FUsR5Tlq+mU3yWTAwcEyJb9vPrFep0unc9xYnKKrVNP/j9jZty9N22HZAWSnuL06Z5cl3XnJKQ9C2PVqVS15pGpX3BnsJW5h07YBW5VFUip4daH2FNOnYPhtuix2/i1vTsETdrBXPRbEcxzN+O37ELE/ouw2uNfp82NqiVU83ojKjZ4ccxlNGWcgwXfDV9IArfu/sA0PfQ9KiIMnzC5sZ/BmXg6qqcxcB8yhhFqavfbxSFXlRcjic8+h4TJTmtAMX+5LC/dc+u8hLwnlMNE8oi5LJ6ZzDB6eUpcILHGbjkOHRlLWdbm1N+d3DkRa7QY/3WxvcbKyx7XeQCBQVLctjmIW4pk1a5kyyiHme4EubURryxeyANafJz/s3+Li9xYbXwhFa4HxdDtjyOuxHYwqlOE3n3Jkf8x7r+Oeg8LwKhSqZZBFRkdK2PdbcJr60MWuP7cB02PRaLIqEvXDMIk/PHK92nICbjTXea25wvTHAkdr2cdfvse62+MfRA1SlCItMFxXCpvUGwUNvAsMAaQqdBr/VZf9H17n32UMefbnPo68fMz6cMDmZkYYJaZyjcoVSCmnK2rlKFxmtfpP2oMXGtTU2r69x/QdXufLBNkEnwG96SPP8G+AkLziYzzmczQkzzSO/DL4djtmfzrG+h434eZGXetycq/LC3M+yqpjGCUfzBZMoIcozfMN+Z97jRWCLgIHzHpkVYQsfRzQRhoUrLQbu+6gqZ5I+ZJzd5yj+AxUKU9isuR+w6f2Unn3zjUK93g4q/VlkCcM4xhSCzaDBuh9g+e/ONfc0uo7Hz9Z3kIbBUbQgHB7yOJxyGM747PSQvusz8AJMIVCqYpTGHEVz5llKWOTsNlrcavX4dLDBT9e3Cayz19alfq1h2TQtl3mWEBURzlMWt75lPzOlMIXO2+i7PraUZGXJMI4QGGwHzdry9t07p2ehUtpxpigURVliSonnWHCOCe9Z6DvXaNtblFVOoVKm+RGz7JBpfsAsP+Qg/oJELQhkl6a1zsC5Tt+5RtfexTS0GcxFJ39lXWxkRflGAZBnwTC0wPp56l1aFjwMhzyKhgSmw43GgA9am9xqrtdd/oo1t4Wi4tvFCXFZsCiSyx3Mmxz3BRp6BprhIQwDozLq/KK6oMBA1rk3y4L7Za9+EE/5x+E9WpbHp51dPmptc7u1gahTzNt4tC2Po2TGoki4vzjl6/kRf1FHEpyFsqpI8uKN8x7+jLcDHcKpjZfO852azGPuPR69stiogKIoiZKcOw9PeHA0piwVg24D9w3cZs/Ca58tLbmyuC3yEqPurlSA41q0ZzF+02Ntu4s8Q6x1fpz/YrWEoFM7NQW1bgFAVBWm1HoHqx4hpqogKjLCImNRpCzylE23zYbboucEq4kG6NAyW0halkvL0t73x8mcrQv4Yj8PYRjYUmtH4jInKjLyVRiWQa4K5nlKVurpjCutM0f9vrRZc5t0bB9HWqtFxhaaA24LE2kIykoRl/kzXNS3jZUDjGNh2iZbNzewHJP+dpcrH+0QTkKiWUyW5hRpUXfpFEIK7WTlWFiOhddw8VoenUGL9lqLtd0+vc0upi3f+JqK85y96Yz96Ywkv5x7Aui8jstoPt5llFVFnOccLxbsT2fstFsvCPNylRMWMVDhm1pEHhYRqiqRhomqFFmVIQ2JKxwMQ2tyUpWRlCmmIbGljSscPOl+px1lKSx8c4BT5UjDRBo2wjB1J1Q06dhX2Ql+RtveJSmnAJiGQ9vepe/cJrAG39tkY4lCKeZZyizV3/1CGQzjCEtKOq6H8w65US1hCUHbdrjZ7vFvtm+w5gbcnQ05iRbM84zTJGKepxgY+ualFGWlWPcb9ByP250BH/XW+bi7QfMlrlDL9ysNHe7Xd32tf8szAuuJluN5GoxpCNq2S9fxNJ0LQ7tkGQYdx6PjeO9svsYSpVIUhSKMMyaLmKIokVLQ8B1sS67s5t8EeirlICsbqFCyRBgmjgjwzS4ta4OwHJOUM6i0fikpZxzFXzNKH+HIAE+28c0ugdnFkU1Mw0acM5BOqYq81NfB25hsWFLgmPIZh6iyUkzzWHfvnQYDp7ma6C9hAQ3TpWcHtCyXpMwudSzfNVbf+2WWAvp/ViGP9b+9btq1KBJtSFNb3hvAQTx55jF5VXJ/ccrDcMhhPMWWklTlqEqdWShVVUWuSjJV/rnY+GOgeul/nImD0xm//OLRKxlI+pU0dWq6SDCl4Npml+vbPQadxqUO97V3Vts2MQdNyqKkyEu66224pV1HTFMSzWMmwwV+08WyL7OIn/9mKutAm5blPTNCX0IYTzoAhdJ0rUWREBcZuSo0r9f2CUz3hS+pgYEn7VqYXjHKFiTl5Tet0hDaAleaHCVzhumCpCxWdpFxmXOSzAkLLdxqWu6ZfFJXmvRsH1++6FJjoMU9phDaZvD7WgQMfc7bgybNbsDVD3dRZamLi5oGoA/jybEYhlEvmkYd2mcgpA6XE2Z9Q73A/irOc/YmM/YvaXn7zwV57Ur1YDyh5br0/GddqTKVM8zGVCg2hUlVVZymIzKV4UpHF8nFAkfYdO3OqtCd5nNG2RhXOLTtFj27gyNt5FsSsp0FgYUr2yyjQZ/cisE0bNr2FRrWJqrKKau8phuYCEykYWGckZD8XSNXikkaM8sSTCGpgHEa45omeaNFZb17IacGeuJwpdGm7wa83xnwm9PHfD465s7klOM45CSOUFWFMAxatsPADbjdGfBxb52P6j++ab3WftYwDJqWw8DzGaYR0khoOy5rfoB3hmPNMguk47i4pokUBoWqaktcn47tYb3jkw1VavvJ8Szk4eGEolQ0A+2U1AreRgaMgcDUAnHZoedcQVUlqirIVMK8OGaaHXCafrvSd1RU9J2rrDm32PQ+oGvv6qbReYuNqqJ4KjX+UkdvgCklTv35LlFWiqjIiIsMT9p0bP/M/YG2W/ZoWi7DbHHp4/lTQFxqpsNhPKWsFL8dP1yxKpao0KG/hSopK8WG19Z7iFpA/vw6pCqdsVGUf9Zr/Clg/3jKf/rdvVcGLxqAZQocy6TT8tnqt/j01haf3Nyk8wbRA2fh9TkbwkDWVa0QAqV0km9ZKrI0x5CCdr+B7VqISy3i579Yl+N1S8hnioWnK2+jLv+1AWa1+lv/DITxIvd1lVhtGKuEx7JSvIl3RsUTm7+nOzi+aXOjsUZS5kyzmIN4yn88/ILPxo8wDcEoC5nlMR3b51ZzneuNAfYZAlFpiHoa8+y5XnaUeWqDRf2+v2usupCmnkRYf4SQ7aULVZjlPJ7NOJwtSP7sbPFa5GXJ4XzBg9GEG73uCz8vq5KojFabhYqKsIzIlJ5mFKogLlOW11xcpoyyMUmZUqiCBFDZFEc4dK32W905FyolLE5Iy/kbPW+5GhjPFSSu2SEw15DndwS/NPTm2CXMcuZZSllVdcLs+SgXnmnSc31+vrFba0AEnmnxcW8DgNHJnPHJjPHpgsnpnDwrn1iVS4HtWRQ2XDN8/m+7n2C7FputFteb3XqNLwhnMaeHEybDkGiRkCY5ZaFvWMIUZHaFdEtu+y1ubnVIhCIqctJE/xnvTTj93YjGzRZXOgEbMqBpOqsO/fJdJnFGEmXc++qAR3ePufHBFls3BlxzW/w3V2/zw8EWsyxh4AXsBC22gtYL58NAu7Zt+k3+7dX3ud0eoKhWE5Vrrc4zgvJ3EoaesqsK4jQnzQuEMGgFxaVFms/eIyUVgqpSKEqickJYDBmle0yyPab5IbGa13kcLtKwiMoxD6PfMMoe0Xeu07Y2cGX7tRa6Cp0LsMwEuCxk3VB8fvqvKn2f1423s7bIyymPxHzJz8+L5Zr4Lm+0l9dLoRSpyunaAQO3Sc8O6Nivtjvv2D5X/N6ZhQYsrVfrvc67ewr+jBrXt3v8N3/1wSup5QY65sIyBQ3PodP0uL7Vo9P0sd8gVPksnPuuuuTnU0BeFKRxRjRPsF2LRtvTwW6Xsm06/3OXC4leLM7/ys8NAV+zEb/ot6d2CKieVe8HpsP7rQ3KSvH17IjPp4+5MzuiosIRJk3LpWsHXG8M+FH3Ctt+55nx7+q9GIbmcD5TVPwZyyIvzDIeT+cczud/ttE7B/JScThfcH80YZ6+SClQlSIuk9r5QhcbcZmQqZyGGaCoyFWOI2wEgqRMOUiOoYKm2aBQBVGR0LKab73wLVTCOL3HJN978ydX1RNOQo2+cwtPdt66E8+rYEvJwPOJ8pzjSNs0D7wAS+iU2dd9wz3TwpUmf717k3+1dW01LVx2dE8PJnz92R53Ptvj7hf7hPOEOExXoaydQYON3S6f/qtb/Lc/+ohWN6DRcLGlRBWKOEw42hvx2S/v8e0Xjzl5PGE6CknjDEMYeL7D+m6X6x9tcfuHV/jw46s0Oz4VFfNpzPhkzn/6/A/8f/7jXeywy/rHDq3KOvN9xVGmH/83f+B//n/9ln/7f/05f936MTcHXT7d2l6JIUXdDHqZ9sIAtoMW/+dbn6xsVpeFmDyjyfSuQRiaNSAMyIuSJM0xTUmaayrq20VFXqXExYRhep/T9B6nyX2m2WMKMqRhM3Bu0DS1LX1cztiPfo8UNjeCn1P5ioHhvLbYqKrlxvR8/PLXYWnRedZH+fSd8axPekk7Euf4fr0KqlK1bu7dFkdX6KZpXpVs+R1+1rvG+60tbjXXX/m8pYHMS89Spc+B3rz+udp41/GDW1t8cG39tZ/U6rtTf0ekFM9MEC+Kc99VVanIsoLJyZzjR0OyNEeaUneUS8Vgq8NOzdlfHuir8IQDqB+3FLvI5zYAL3/++WEaEl86eNLGEpKiKpnkMYMi0ymZK1qk3g4lZc40j+k7Dbq1LS7oqYIlpB431uPF1fmpKjJVEBbpir709IdaofmNqSqIyozAdPikvU3PaeBKE990aJgOO36XNbfxUs3Giqt5iRtmzWCqy62a5nTJhfePjbQoGEUxh/MF8zTVicx/bre8FqVSjKOYg/mcaZyQ5DmmlKuNnC7sJblKOM2GFEqxKLTgVlUKwwBLmJRVySyfk5YpjrD1uoDCEiaedLVe4y1fYWWVsSiOGaf3XvLznFzFGBiYtTPVq2hSrmx/bwniSyzD/ZKyWE00loVzVb1+HRWGAYaBRDxjkR0tEqbzhLuf7/Obv7uD49m8/+mVlSWtqmqKo6rwAoduq0G/GeC7Lm4t2M6NQlsRmwIpBc2WR7P9pBtaltoWPUsL9r85wTQEa4MWriFptH3MwMepJBv9Fv12gIoL9r45xnNtur0GzzNwJqdz7n15wGwSYdkSv+HQ7gb4nnPuacTTWg/vHadLvQxVpZkDaV4SxilpXtIMWOkTLpIqvwy5VFVJXE6JyylRMSEuJ/Xfs9qdKicwezSsAbbwcWWThjnAlU0qFEk5xzNbRMWEaX6ITCya5gCPV+saq0pTdC6XsKGxKhbEs+5YwjB08S0skjpvKz8zC6tkkScsirNNWHQhK2satg7bPeuw4zJnnEXEb4Fm/TrondKTWaw2dDx/+8YzLbp2gGkIoiLDFpI1p/nK5wjD0Fk/L00Qr55Mq/58q33nYZkSy5Srps1kHjNZxCRpQVq7zRoGuLaF51p0mh5N37n0fnOJcxcbRVESLxKOHg35/B/uUpaK3nqLOEw5fTzm9o+usrbTWxUbr4MBq/Hcky9ORfUdbHlNIWhYDoFp40iTXJWMs5BFnjzzhVsG+8W1k9Otxho9O8BbFhtCYNV3yLx6lqeoKv28RZ6SqeKJS0CNsqqIyox5nrAoEtq2x3+9/Qkft7e1J/bTLhPf4cbfqN0nVkVeBctIwz/lSUlaaDrQwXxOmGWXdqH654KyqpgktStVnBDnBX7dBYY6fM4wWVQlR8kpmcoJixBPuDUnX2AJi7IqGedadB1In6IqyKsCS1h0rTYN6b91kXNZ5YTFKZPswZk/z1RMVJwCBp7ZxTRcxCuoE237ChXfb7GxFIjHeY4jTSxRrbjTl5kELWYJx/tjvv5sj1//3Tf863/7A37+bz6g3WvQaHvEkZ5MH+2NiMOUTi/A8x3MpwwZDMPANAW2beH5NmvbXbavD+itNfF8hzTJODmY8OVvHvL3//ELokXC5m4Xz7dxfQfHs3Aci/5Gm8Fmh6JQ3PvygE6vwY0PNnk+iGp0POfu54/18fQb9NZadNdabyMY908KqtIuVEmWs4izJ7a3QtTU4Iut1IqSokqZ5UcM0wecpt9ymt5nkZ+SqAUda5uus8u6c4uBc52OvUNg9jAMURfpFWkZ0bV3OYy/4tvFfyJXMTvep+f43Zpu87ZoVGI52XjqTEhDEEhdmMZFxjSLyc4oNnJVMstjFnlCcWaxoY1iVKXIVB1Wd8YxxGXGMF0Qfy8icwPDqOrvgn7PS3r4658JnnTo11kjozSkrCoa5uX4zivK+FsQ/f8Z3x+WVtqnkwXfPh4ynsVM5jEAQgi6TY9BJ+DmTh/ftZEC3sYifO5io1J6umFZku5aC8s22bjSYzJckEYZtlPbF55zJXTq7Aen3sgPs5D7i1N6doOW5dYXsA6Yu6x7yNImruc0+Ki1RapK/jDex6gMAtOhYWnv9ZNkzmE8ZS8aYxj68bea63TtAMPQVKieEzDPE76eHdJzAtZcXazEZcY3s2M+m+wxTBer6cHTWJKfVFXxOJrwNwd/4Lejh5hCIg2hg75Mh5blsuN3uR4M8E1nlQ56WQgMPGnRsFwcaVJWiuN0xsNwRM8JCKRDUSktEjpDF1IUJXlW6A2obb7UFWU+i5mMQvzAodMLVo/Ls4I8L5mOQyajkMFGm7WNF3nXF0FS5OxPZ+xNZsSXTLr85wYdzqSLtUeTKbudNk4tvrWFzbo7oGnpG1VRleRljiUsmmagBbxmY6WBWEJTCQsc6eBLF096b32yYcsG2/6PaZhn0wEm2SMehP8JA4Nt7yc0rS1M4SBeMt3oOtcxje9XcFRWFVGRExX5Wz07qizJspyiKFFliWWbBC2PVjeg1QtoZAVZN6DZ9siygv5mG9OWiKfG5UIYWI6mWt3+wS5ZWtDqBfiBg2WbFHlJ0HQJZwlff7aHkIL5JGIxjSlLtTKB6PQa3Px4m8OHQx59e8zOjTWytECaT35fVcH4dM79rw9wPIvrH2zR7jeeOR79uOWmpjYB+CdUiTzbHTYwpcBzLPKiRJU6rZnq4i2hg+hz9qLPSNWCrIyAio61zcC5jiU8ArNPw+zRMAcEZg9XtpDCro9G/1ZLOARmF89sU6HIVUrF62lESybD2/q0qlW+wFN5TcJkN+hykmoDljvzI3b8LqYhCGoh4TxPuDM/5mE4ZJguyM8oNlxpM3CaHCczHoZDBk6T640BbcvHFpJZkTDJIr6ZH3OYTKmq6lzhgCsWwfK/3mAisGzO2sKkYer79KNwRM8O6NkBDaXveUstqiUklvEkT2bLa/Oz3nX2ozF3FyfsTh/Ts306dahfhS5ekiJbGeKYQtBzGrSsVwuD/7Q5Ef98kOZ6gnF375Q7j044GS84nYa64Vwtr0o4HM4wpeDOoxM2ek3ev7rO1c0OjmVdSrdxfnJyVaGKCtuxGWx3aXZ8dm5tcLI/Zj4O8YLa9rIWZ70OrrRo2d6KonSaLLi3OMFoGLjS0tMBFIbhYl7SwUYzDQz6TsAnnR2+mB7w2WQfYQh2/C6DSuGbDvfDIb8ePuBhOEIaBgO3wXu1R3eFtszrOw2mecwkj7nW6HM9GAAwzWJ+P93nl8P7nKaLFzQVS6coYWinqEfhiLvz49UYd0nRWnObXAl6/IvBLXp2gCOtczt+vP48GLjSpml52MKkrCqO4hkPwqHWwDiSTBWAQcMQmM9tyspCEYUZUhhaDP6Sw5pPYx7eO2Fto02r7T0pNvKSaJGy/2jEvW+O+ORHV99asRHnBfu15W38Fixv/7khLQsO53MeTqZ0PY+er28wjrDZcDRfe3mbfPr7rW/3CjCeof0tb6zGJbz5XwdHNNn1/xL8s+/Y+9GvOUm+QhiSK8FfseF9jC0ar9BkfP83zbJSxEVOXOQ44lkrz0u9rqoo8hJVKqibA37gEDRdmu0nm4eN3RdNAZYwDAPbMbHXmnTXzqZc9DdazCYRg8028SJlPo1ZzKJn7BXb/YD3Pt5mOlyw9w/fcvLxhCwtcFwLIeTqZjc+mXP/q0M+/tk1bn64Rad/ttXichJb23lc4Oy86zBWjku+axOnOYVSFEV5qf7xfvQZ/zj8H7BFgCubrLvvsea+x7p7i75zDUt4ry22dW5NG1c2oYKSjOocmoUnTIa383k9u3HXcKTJFb/PaaIblwfxlC2vgyNNNt02FfA4HvP17ID74ZBRunghNBfAlxbrbovjZMb98FSbtoTrrLk5DdNhLxpzb3HCnfkhh/GEwHRpv2ZDvmRvKH2xU1V6c/8mMwGjLjaalstpuuBhOKRje+z4XYqq1HTReh/hmTamlKuzve11+Hn/BqM05Jv5MT0nwJUmNxrrXAv6q2nqKFkwzWNUVeFJC9OQryw2/il++/6pIssKZmHCr7/a49/93RfkeUlelnSbPp2mt9JVTeYx8yhBCkG/7fPf/quP6TQ9Og3x3RYbSZQyG4VMTueMjqaEs5gkypiczpkMF8SLhHiRopRaberP9YsNgSdt3m9t8C8Gt8hVyf/v+Bt+O9qjYTmYhqRje/y0f533XiNkOi/6ToNPu7uYdbLtokj5D4ef16E5gqjMWOQJ236Hj9pbfNjaWnE3KyquN/ok5U2+mB7wIBzyq+FDHiyGK9eLvCrZ8buktaWtK00qoKgUJ8mMXwzvc3d+zI7fZcfv0rRc7KdeX1UV0zzmOJ5xEE/5YnpAqgp2X5Hi+SbQEwudI/JxZ5tMFUzzmP/58Ct+ZT3AN7WmZcNt8dP+dXZ9vRHJs4IoShmdLHj8aIRlS3au9QkaLoYBSZyzmMVIKfACh9HpnOk4oiwUZVHiNxw8z8a2TbzAxrLkcvWlqipN6YhSokVKHGV4gY3vOwQNB89/vfBQ1XkRB7M5B7M5yZ8nG2+MvCw5mM15MJ5wq//kelt+n1dNhBX3W6GqvBbfai2EWn33q9pKU9VTRVkP/EuMSiIMuXLAEej/1knGBcIwkYZJWRVUKKRhvbQ4eLLWnL3mPL2xWbpOaf7pu8Pl193KOpRr5Sj3dAf/Ymi2PbavDbh2e5ODRyOOH4/5f/8P/0B/o01/o0VvvUVvvUl30KTVCbT19BkiwLJUxIuUk4MJo5MZ03FENE/Is4KyKKkqONob8+juMa5nk2UFZVk906ZvtDx2b67z4M4Rtm2ymEY8vHPI1rUBa1tt5tOY6ShkfDonTXJa3YAbH2zR6QUvHI+iZJGPSFWEJ5s4wtdZKoaBqoq6y7xcdzOg0tkplabdaWGxBRj6ekRgGtY7ck3oTWiaFZxOwhW1wQDiJCNOc9QlrGMH7i0+bP9XdVZG78kf2cMSHtJ4OT9/iaV2IJBdrgQ/xkDgydfnUGk3y7dDEdb0HT0VfPp74ghT339VwSQLeRAO2YtGDOuiwpEmpiFJVcHVoKeDIvMXQ/36ToMfdnepqEjKnLBI+V+Pv8KpM7mMpx73r9ffZ5SGTLLomdcoVMleNGY/GnOYTDlN5uRVuZqIhEXKb8cPGachXUdPFzxps+m1+UFnh43nsr2Wn8ua0+Qv+zf5dnHMUTzjy+khw3SBK20sQ7Llt7ka9Nn2unievaK/tG2fG401fj64sTJI+HZxyn404R+Eqd9Tvf5YhmDT69Dwu6+8Hgy0bmZJAb8sOq5Lz/e0tuAdz8J5F3C916Vh2zW98vXnf+9kymd3DxjPY66sd9gatNgetPFcC8+xVgVxnOQs4pT9kynTRVznczzkR+9tE3j9Cx/va4uNNM45eTzm6OEpJ4/HJKHmJy5HgEJq54xKVXBOIcnSes7H4HZzk1yV/OL0Hn9/8i2pyikrRdvyuNFYY8vrPFNsiKWmYfW7zhJRG6tkTGEsl0fo2QFd20cagqjM+f1kj1+NHhDmCZkqWXObbPkdPmxv8b9Zf5+eE6zGo1UF14I+LctlUaQ8DEd8NtljlC6whEnH9vlp7ypX/C5JmZOUOa7UAUqFKjlO5vzt8R1O0gX/ev02P+zucj3o07I1vSRXJUmZ86vRA/7H/c84iqd8OTvEliYbbrt+L4IXzf6eheay1omjz3WSNP9edyo+ae+gqopfnN7jV7MHJKW+Ebctj0+7O1wL+k+KjbxkPo15vDfiy9/v4fk2tmtpC01hMBmFHOyPsR2LXr/BZBwym0aEi4TZNKLdDeh0A9Y227S6AbZt8vRHF4Upw5M5J0dTJqOQ7qBBf9BEyPbriw2WLlR1sTGf65TaP+ONkNWuVA/GExZp+oIIdXkdLW1jyyojW4mv6/C8yqg7jgpFQVkVGJVAGhaqKimrHCksTJw6xTjDFDYWDrlKyFWCLTwQFYVKKasCW/qIerL5T4kys4QO+5TYUmpOO2DUa+tlyo1m26fZ8rn+/iYnBxPufLbHL/+Xr+hvtFnbanPzox1ufbTNjQ/BCxxMS6423KsCs56OTCcRd794zN3PH7N//4Th0YxwHpOnBZXS60OW5mxe7ZFndXjnU8fSaHv4DZfBZhvbtQhnMQ/uHOH6NoONNvNJxP69E8anc7KsoNUNuPbBxpnffVUVzIpT5vkpHWsLLANLOIhKrCg9ltBZFKkKUZXCFi5UWsNjGAa20PqhosqRhqWzVt6h8MQ0LxhOIyaLeEUVitOCJM0p1TIG9s2x5tzEk01a1gZN6+INPMMQ+GaXK/6PMQyBZ56n2ABZ5ym9jXa4WgrOn7rQ7LrYcKW10mN8Pt3nIJ5QKEXL9rjRGLDhtrga9GlbHt/Mj1947b7ToGm5FEoxTBbcmR3x5eQOac22uBL0uNFY44rf46e96/x2/JDPxnvP3JnLSvEwHPKL4T1+O37I17MjiupZm9zfT/b5/WQfgcCTFl3H50edKwycBmtO80xh7prb5K8GN7GFyXGy4Jv5Eb84/RZh6DBjXSRpyvem115xQjq2T8f2MQxYcxr84+gBvx494DRZMM5C7YBmSDq2z4bbwjcdTNF/pXPb8jMV4u3QGTuey61Bn8C28azXF77/VHHeRtONXpem46xcWV/2vOV5XOZsNH2Ha1td/uqTa/zlJ9dWjYDl766qijDO+Ps/POS3X+9zOJwzmoVsD1pc3/4Oiw3Ht1nf7RG0PDavDcjSAlUo8qwgS3NMS+IFDoOtDtYbxpkbhsGG10IaBn2nwc/612oxVoUjLTq2x7XGkzfXcwL+q62P+EnvKleCHpte+8wx6JWgx3935acAXGv0WXMaNRVKL9RrbpOf9q9xJejx88EN8lLb1/mmQ8Ny2PW7dB3/BetZW5i0LZ+f9K6y5jRZFClxmSHrL/qm16JhutxsrlEoxYbXomV55KpklIUkZb7qvuz6XQLLXQnOhdQ0q6alR7KpKrQTRp1t8EFrk//79b+iY3tc8Xv0ncaZC8Ff9K/jSYtrjT7X6gX1eVhCsu13sIRg020zShcrrYYjTdbcFptPdVYsS9JsefT6DXqDBq5n060FpXGUAuC6NkVRMjyZE0cphgG9QYOdq33iMGN4PMPzbdY3n6VNVRWMhwsefHtMVVWYliSJMkbDBa3Oq33AAbKiZBhFHMzmzNOUolSX7gr/c0ShlHbzms2ZJAlJUWBJifncNZaphLAYkakYRVlbyOpwPNOwKKqMtIye43E/2R4JhN7U1h+RMEyksKjqSUhZB+5lKkZVBWvOdbrOTk3S+qfX7TKlpOO4xEXOOIkplNIdWPEyZckbwIDdG2sIKbj+/ibH+2OiMCWJMqajBb/626+5//UB6ztdPvjRVa69t4Fpy5VIPFwkfPOHfe5/dcjevROSKOPqext89ONrWLYO3jQMweHeiD/8431sx0Sewa3UNzPoDJrc/GgLVVZ8++UBvfUW732yy+R0wbdfPKbISrav9ukOtADdsl68n2gnwIykDJkZJ6QqRNuNl2RKd5d92UEKk0zFmIZNx9rAMARROSNT8eraNBD4ZhthrWEJd1XU/jFhGOA5FluDFlIYHA3nel2UEs+x9Ib9gq9tCQdXti6pS9KzSku4NK01wDjX6y0pPm9Ff1hpF7e8eDFMzkBnWn3Q2qRte3za2WFepKiqwpG6KVgqxUk6Z54nZ55LrXkwaaQO/VGD4eOQyUHE1k6H926ts9Vus95s0bZ8WpZH1/b5pL3Dx+3t1WtIQ3C9McCRJrebG4wyXfiedWcy0FlmFhIrMbn/2ZDIzXn/9gb93rNUQkdaDJwmn3Z36dg+3x4ec+fBEb5ns9nrcL034GZ7jTW3eeb+oGP5GI01HGlxq7FOVGqNhgF1wWISSIcNr82629JunS/BMxEEb+FjXW82+PH2JmuNgJ7/9jV+7zoqgNqJLktyPWWyddFV1hRKKYV2FDQMer5Hy7apCkWcplSloiw1m6QsFF7gELQ8DG3xyiJOOTidsf7+Dj+6vcPmoFUXtM8eh2EY2JbJlY0OSZYz/uw+x+OQOL0cY+S11YHr2biezWCrA0CRFaRJThymxItlzoaP7Vp6wvHUl796+n/OGJ8a6Cp7zWnwUXvrmTd7Fjq2z3+58cGT169/l3qKM2pgsON12NnprKhJyz5bUZWAQc8OXrB9e1m36On3swwS/LSzyw+7V848xucRFin70YRJFpOUBa402XBbbHntZ75MAn0h+dKmYTlUuR4TF0pvnm821rnZ0Iv706fn+Y31j7tX+PFzx/aEmqFvZqYh2HRbbLotPu3svvY9mJak0fLo9ALa3QDXs2i1faQULGYxlaqwHZMszZlNY4p6stDuBly7ucaDb0+4980R3X5Ddz1XtpuglGIyDtl/OKTTDWi0PJIkJ8tKsnNc3FlZcDRfcDCdsUgzLaL8M94YpVJM4pjjRcgkToiynIZjvGgSUKXMilOScr6i/5VVgTQktnBJy5hFMQIqpGGjKCmrDIEuRupvbJ3abSKEqaci9f9pS84paRlSoXBlg5a9UVNfnsXzAtEXfs7Ta5EC1MoC9GzUU5zvsaNmGYKm7bDIM2ZpSkGl8yDq0fhFbE6ffvz29QFb1/pEi4TFNObbLw/49ovH3Pn9Pg+/OQKg3QuwHYv1rQ6+4a6KjWie8NVvH/L7X9xjMY3prrX44V/d4v1Pd+mtN/EbLtIUfP6PD5iOQhazGCHPmDQbBoY06PYb3Ppom/tfH3H/60Ouv79JWZSMa8vbslRsXxvQrd2uzkJV06ESFVLkOcLQE41cJSRliGEIWtYajvDIVYpntmiYPQSCuJwxL4akZVSfewdVlfiyhWnYYAj+mCz05WfmOibrXb3JnIUJpVIIQ+A5mjJx0etTNwQcDEOsKI4Xua40c8BdTZDO97uf5JxcnkZVUZSKvCyfvffX7yUwHd5rbfBea+PM5++FI345vM8eozPpJ1pkDY3cZX3eYvQ4ZHhnwQ+aO/zvez9g0G/Qanmr33f7jN9jCsnVoM/V4Hyd4LJUZFnJ/Qcn/IcvvuCRMWJ9vflCseFKC1da9N0Gn3R2uBMf0S0C2sLng+4m/W6DZtN9qXlL2/Zp2/65j+tVMAwwhYEp3o4WZy3w+cHWBle7HbZbZxdL/5TxdFh2NItRSuEGLsIwyNJatG+bSFOsArQrVVGkBVmSk6VFbUWek6U53bUWXsNlyUgL44yj0QLPsfj45iYNz36BOru8pi1TsrPWpqLiF58/ZDgJSbLLaWHPPYooC30ShocTHn97Qp7lWI6l8zfSnI0rfW58tIPt6k1BkhfESU5RlhSlwndtAtemKBVFWeqFR4pnRnBVpR1QznuJlVVJolLymnolDYEnvVqErepOgg4hC4uIsi42AtOnbTX1tKOqtMNOVWAaEktYq+dqlyhJpnJylWMLG8swayvA80EagsC0CUwbDJgXCQfxhM24RdcOsIWJQrHIU8aZFm99Oz/RC2ZznaZwCecpaaU50o5r4Xt27TH+ZKtVFCVFoTClPq+lUqiyWp3fPC8plcK2dMq3KnXqp2nq10lr+oNjmzpQ6oyLUFUVaZpTlorZNIaq4uRoShJlmiNdpwpXFaiyYjxc8O2dI+bTGNs2KUuludmjkNFwwWi4YDxcYGDQ7TUwLX1cQS1k9bwXp1bPIykKHs/mPJrOiP4sDL8UKnReyeF8zt50ytVOZ+VKtYQ0TFwRUKiEuJhRUiINiVI5aRlSVBmqytGbNi0e1YkbBQUVAolhSCoURZXi4eLJFnExIyqnVFS4soEtfIQh8WRbc8nP6PNXlGQqpFDpme8nKae1rkSRlnOiYkQhUs3hPwOmcLFF8L1OUHJVMkkTyqrivW5f23LHyVNuO28HlmPRaMPV99ZpdX12b61ztDfm83+8z8nBmOP9MQ/vHrN7Y4BTTzXzvGR0PGc+iVjb6nD9gy12rutiwK1vVJWqyLKccBETR+krQ+fa/Qa3Pt5hdLJg+o/3OT2ccvx4wsHDIXv3Tti9uc712xt0XyIMfxaV1migaXqmtHBlsOq66420gKpa0avickauUkzD1vQ94WIKB8VSP2S+E71UpaoVFbQVuDR9h6bv0ml6lxJoHsVfsxf9rhaG38SVLS30/h4ghYFtSkx5eX5/VUFWlsR5TlF+d82lXi/g4w+3KQrFZBIRBO47R+3p9xv86IdXcRyTXreB61qXDFc+P4RhYEmJJc23UhiUVUVW6n3KP0ekScbJ/phoHmM7FlVVcfp4QpHrtcAQOmDPtE1sx6QsFGmcIaTAcW2UUuRpQVlqYxD13HdDCgPb0pKHOM1xXsFEqqqKLC9I0oKq0sWHuKSu7Q2KjZIkTDk9mHD3s0dUVUV/q000SzjaG5InBTs311fFRpoVTMKYNCtI84Juw0cIQZ4XZEWJbUosUyCFRMonGgyj4tyevmWliMqEqIjIVY4lbAxDYBqSTGWrHIBFEXKcDsnKDAODntPFETaW0G8/KVPiMsESFq50UJWiUCW2tHCERVTGxGVMQza0XeMbsGZ1seHQNB0cIQmLhMfRhIHToKoqfNOhqEqG6YJH4Yh7ixMO4xnXGwM2vDZNwyUMM1SqQxUbDV3pLqvbpWdynhdkWYlp6QW9KBRFqYsLU0qiKCXNcjzPXtlWVlWF4+jFKVwklKqiVXdFqurJBGU5ajPQndY8L4mjlKJQzCZ6kmHZEkOAZUswoMghDlMO9sYIw8APHAwDFotEUzmSnHCRMJ8mmJakt9bUotNSacrWoIHrvTzIa7kRS/KSx9MZe9PppVyolr7tQhjnsjF8F1EqVfOYLx6ylBYlB7MFjyYz+r5P13+WhicME1c2SFXEohpRVjmm9CkpSMqFDsUzeCklxTAkZj3xUFWBKRx82SYpQzKV4AgfR/pIQ28GPdl6aXFQVjlRMSIuJ2f+PCpOKaoMA0FUDpnnDSzhY7zE3S2QfSzb4/n8h+8SRaVY5Hqt2mm0KKuKOD9d/fzCmQqlqrUTWvwhhIHrO2z5DptX+uRZwfh0zvhkxv69E4ZHUw4fDemtNenXjdoiL5mMFizmCe/9oMHuzTXWtju0ugFQUdZ02miREs0T0iR/4Qb3NNrdAMs2+fqzPeIwZXQ84+DBkIOHQw4ejbjx4TY3P9qmO3h5sWEY2pBgOekSCGzhYQkHadhai6EyiipDVDoboqyymmali1JH+NjSxxau1nNQT8eNd4N+WVUVeVECFb5r49oma90Gbk2juihO0rt8OfuPFFVWF/HW91ZsCEPgmCZWnRVyGVQsi43iwpPsJ3yHl3/m3U5AtxMwmyXcu3+K79vPsQr032XdUF2+1NJMQ9aNv+VzikLpjfTTjzO0xbF+vRePRdXd7uXPhDAQUtR0mwrft7l+dYCQBpYpV/bCSlUopeq/n5rw1g5ey2MT9b29KNTKQa4CKqVWzV8hBGYd7Pk0tN7MxKnDSC+Lsi6y/7kWG1lacLI/Yjpc0N9sAwYn+zoHyaybxMIwsBwTx7PJ84JwGuM1XPpbHT0BSbSJxDIY9Onr2zIlvmNpFsM8xrYkDdd+Thuk9w55UbKIM2ahNlBwHeul07Lz4vw5G5Ue9TmOxWC7i+NZbF7tMz6Zk6UFbm19u7w7FkVJlGSaV6kUJ9MFJ9OFTie0TcZ10WFJiW2ZdBourcCF6vwXrUKRlhmJ0pxMVE5URCRlykk6xJMuu/42jrARdYmwTDpWVUnLatGxmqQqY5JPyasCVSkEohZMmZjCJClTMpWz7QkaZvBGa6U0jFrP0eHn/ZvcD085iCccJzNMUX9Jaxu8otLuLj/tX+O95jo3GwPs1CRMUoqsRKmK2SxmsUiwbH3e0qwgSTIcRwdoLU4SFmGKEAamlKyvNem0fcIoZTQO9cRDVdq+VooVLzpOMixTYlsS3zubwtBqe3z4iaZdtXsBlapoNF1UqRBSrNLkldJ/S1Nq56m6UHE8C8+zuf3RNr1Bk96gQbffoNF0Gaw3KWsOrufZOhjsNZONCp2vcTCfX9ryth/47LSarDcbrAXBpW7qfyw8msx4OJ4wiiLG8YsuK+dBVhYczPTr3B68OGpfblCEIXWqcKUwDT2dK6pcTyiKEbb0aZh9UhWyyId1EnEfKazanUpPDx3p44gAaVg0rQGmYSENCwOBMCSOfPnGMy3nPAr/gePkizN/Hhdj4nIEGDwK/57j5Ask1kubGTv+T7ll9pDyfGnVbwOmkLRtl2macHcyolCKqMjxLYuz7S/Oh+k4ZHQypyx0l8tvuCvak2EYLKYRx48nTEcheV5guxZBy8N8qnMupKG1E7ZkNgo53h+ze2OA33BQpWI8XLB394TPf3W/Tv1+9e3EtCR+4NBbb7JzY0AcZfzqb7/m8YMhUgo6fV3QNDsvulAtIQ2Lnr2DJ5v1rcbQdDzDXFGqZvkJeaELC8OQmMLGFx62cKmoMA0bWbueSWFhGc7qmnsXIOoOZBjDNEwYzRSzKKXX8lnvNl7ZkXwVyqogVwmmYROY2oHq+4IlBb5t4ZjmW5hsVKRFQZi/G7TZR3sj7j04pSwVRb3fEUJw7Wqfna0urqu71PcenHJwOKGoOfVlVeF7Nteu9On3G2d2jheLhP2DMYtQm3Z0OwE7213SJOfx4YSj4xlHx1M21tt8cHuTdtvD9xzmi4TJJOLkdM7J6QzQ11Wa6qbk7k6X3Z0urZaH59rcvXfMw0dDqKAoFdNpRJLmdDsB62stbt1YY2PjWSMAYRh4loVnX64IXqIoS6IsIyv/eRq8GIAhtJ4xCTMtAyh1s2jZiLUskzLKWEwjQDed/YZLb72FIQziRcJ8HDEbL0jj7JmmY7flc/vKGvMo5f/7izt8cH2dD66tE7g2fj0kUKoiTDKmi5gv7x9zd/+Uiopbu33awflpk2fhtauWUnock6c5aaSdqFrdgEbbo7/VBcNgeDDB8exncjZKpccweak3kPMoZR6mrHUarHcCpmHCZJEgpYFjmphS0PLf7M1oClRBrgrtgGOUVIViks14EO3RtTtse5tIQ6LH7npcHpYRUaltBZtmQKpSJvmMsIiJywRbmNjCrl2dBJnKKVRJ126/1AHrZdCiK8G62+Qnvat4psVvRg95EA6Z5QmFKnXokOnQtn1uNgf8oLPLreY6u36XqMiY5TF5PYlI0oI4zrAtieNYRHFKGKb0e00Ggyanw5CDwwmuY+L7No3AodXyCKOU0+GCKMpIswLXMbFtueL+pWlBENhsrLdqC+MX30vQdLnRqD8jQ088Bust3XVZXtTGU242L/n3Vsfn+q1n3VCepo2c5cLxwmePtmtdZBlH8wVH88WlXKgGvscPtja4Pehza9B/Qavwp4Df7B8ga7rbRYuNJ5ONKWGmO+4GTz47aZhI2cCRQS0QfRbz/IRhKvBki75zhbAYU1UVTWtAz7nyUhtbz3x53srLNieFShil3/I4+tVr3lXFJHv4msdAYA5qCtj3B63ZsAnzjKNwQVoWuKa14tNflLaxmMYcPBwS14LwTr9BuxdgWvo7PxkuOH48JlzoyWLQdGl1fWznSaFlmpJW16fR9AjnOpH8aH+CIQRlUXK0N+bL3zzkwZ1D8qzA9e1XHq9pyXqK2eLqrXVODqZ89ot7xGGK49l0Bg02r/Rf2UGThknH3qBNvX481wyOywVpGZIZ2inNMhwsw8WXHdrW+lvLLPouYdT0FKVgtoiZhymWKcmLkk7Tu3CxUVUKVRVIw8aRTaTxeprq24IpBL5l4ZiSy+5LKyqSoiDMMvI/YrGhlGYP7B9M+N3vH62mCEVRYtSsA8e26HS0vuPBwyFffPVYc/OVLkwaDU3NElLQbLjUnbkVg2Ayjbj/YMhkGmpmyE7J+qBJFGccHE754qvHfPHlY96/vUm/F+A4Jp5rE0UpR8czvvn2iDt3j7AsbTCwCFMWod4zrNZ0KXjwaMivfn0f05QoVbG3P2I6i7my0+P2rQ36/cYLxYYUAtcy8SwLU9SOSJc4n7kqCbP8rbhJqqoiL8vVpB+0k6kUOvDwbeUZXQbLKZOqKrKyICoLhCW0PKHWtlq2qfe5hXb+NG1JkZUkYVabMwU0Oj6dQRMMA9OSesJ8WtOonqo2+m2fD66vc29/xK++2qMoS4QB3aZPu+EBOmdjPI84GS/47O5jHh1NuLnT5/aVNdqN77jYSKOM8cmM0fGM0eGUcB6TJTmjY5PTwylpnBEtElT5bM6GbUmavstkETMLNeXGMiUt32G928Q0Nb1nGsbMokTrOGql/XmhNRouucqYFwuyIgfDICwiVKWLi6iISVXGNJ+TVwW2sFYJwmWlSFVKWMTM8wUV4EsXR9q4wqGsylVYzhMr2Yt1Gx1pse13cKXFjt9lnic6uLDezFlC4kiLtuXRdxp0bF8L0i1Js+EymUZMZzF5rrUVizBlPIk0h8+UNBsOa4MGYZgyX8R4tbYDA6IoYzZPmM8TTFPQbDi4roVlSYpCkdcWtloH8hoB4st+9Kb/ftZD32BjlZUlp4uIg+mcWZKuitqLoh8E/GBzneu9Ltut1p+kOG2WJERZxixJuTcaX+g1CqUYhhGHsznTJCEtCmwpz+0i44gGPXt3ZYeri46r2MJ7624/rtnmRvO/pOfcfCuv13duYr6B6PVtwKitbzuui2eaRHnOIs8u/7rCQEqD4dGUh988sfdcUiKX2vqg4fKj/+I93vvBLttX+/jNJ1NNv+Hy0Y+vIaVg79sTHj8YMp/+Fte3kaaeitquyfa1AY5nr/77deitNbn96S5JlHH/qwMaHZ+NnS7dQVM7p7zhPmD5rdcZGzZta6POfqgwhYUnm5jC+pNxt6nq7nKcZkznMZN5rAu/wH0mLPFNYQufwOxjGAZJOdNFDZdxpjo/9MZUTzZMoZkDF12vVQVhljGJ9fr0x8J0FjMahYRhiutY7Gx32drs6EyUOGexSPjlr++xu92j3fZI05x2y2Nnu0u3ExAnGVGUMRwuCMOUjz7QJjnCMFhEGfcfDPF9mzBKaQQuuztdNtbbuK6mtLz/3gZFUTKZRLSa7qpx+AwqfT1d3e3z0QdbzOYx02lMkuR8/c0hUgocxyKOc1QFt26ss7nR5suvDzg8mrI2aLKx0cI/g9JsoAXilhS4poktJbm6+H04K0rmWUpalhfnj9aI8oxvJiP25zPCmqYaWDYbQYP3Oj163uudLr9rVOgw3XEc8/nwmGkUc6vf4sZ6R++DayrUUn9hGDpMWSntViWkWE2kLccEDIKWhxCCRsvDb3oI88k9d2vQ4ucfXyVwdZNhOI34m3/4upY0yJUbVl6UlKrCsSXvX13nk5ub3L6yRr/98onzefDaO0Oel8wnEZMTze9NY30jTKKM2ThESIEphbboesopw7ZMWoFLnNYWXqbEtU3aDZdu00PVJzJM0pXI6005YVpA6pApl0URUVQlZW2h6UkXR9jkVUFe5ZRVicDAEXY96QBpSMpK6edQ4QibhhngChtHOkRlTFnECAwqnq3c3/R74EiTNdlkzW3yAZvnfp5lShoNlzjJoYq0tsAWFEVJkhY0AofAd2i2PDptn24nXhUbrmvrjlherm5Sy2nHcsFaLPT5N87hgf6yYuBN//2yjwXNKTxehDxeWt5esMOlLf8M+r7H+2sDdtotOp73J1lshFlGXiq+GY4u/BqFUkyThJMwYhwlLNKMluu80Al62cbNkVpzsYSUJo683CL1MtiiwY7/Eza9T9/K60nDuqQt6JtjOTVypElgWjjSJC0LlivNRd2oTFPgerbWXQwXhLOYcJFS1d+ToOHS6gXc/EjrJG68v8lgs/PMa3iBw82PtrUddZzx7RcHPLhzRFGUuJ7Fxm6P9z/dZX27Q3+9hVLaulong7/8eFsdn2vvbfDt5491+vhWh+vvb9Ls+aRlgXVGrsoyjf75c1JVFbnSlBRdEEss2liigy21ru3pI7no+fw+oZN8ldbEFCVJVmDkJXGaaxrsc9PG88KTLTr2NgaCRXGKMCSW4dWNtOX3+9WvedHzJmuHNds0sermxUU3pVWdq6SLjTfvgktD4Jk2LculZ+tMjYvo9ObzhP3HY+I4w/Nsrl3t8+knu7oROI74u/98h8+/fEyWFWxvdsiLklbL5b1b61y70icMM/Yej/m7/3yHKErZ3e7iOBaqgkWYcu/BCa2mhxAG64Mm164O6HX1Wuo4Fo2Gy2yecO/+CYHvnPmdMwzdzd/abPOTH11jNosYTyJ+/duHfPPtMRvrbbY226smZr/f4L1b6yRJjpSCtUGT9fUWnvviFMyodY6WlLiWiWOZlFl+4c81LUvmSUqaF1w8TUYjLgq+GQ/5w+kxaVEghaDrupSVYqfx8in694mqnr6Mk5jfnRwxTRNu3h6wvb62YoWsmu/PbzzPYIyAnh67vkN3rfXs44FBu0GvFaDKijQr+OL+EfceDymKkrw29zEMvXdveDaf3Nziw2vrfHR9gxvb/UvbG5/L+nZ9t0ez47N9Y42y/nI/cbTVm9RWLf5bwjYlTc9BDAxatYuDMPT/D3qzGKc5gWvjOTaNl+gEXgWdb+EiELjCIa90YVOiKFWJLWyaVkChShpmABVY4gln1BIWjnSwhVW7U0ksw9SidUNynJwSFk+SQctKkasc05AvFa2+bViWJPBtxHqLRsOB+qab5yVZXmJZEsc2aTb1ee11AyxL1oIuLcIXwsA019ne7GDbEssykVLUDlYTwjoro6p0iFeWFViWFu6/q0jLkoP5jIeTCeElLNkc0yRwbHq+T9fz8C37T6T/+SI6nsv1Xoee761u5hdZ9rUWpuDxfMb+dIYpXnSlehegdR02xvmlZ6+E+CNYn2aqZBhHjJKYsqZX5KqkYTurz+8iR9TsBEgp8AKXmx9tk2clRV6spuqWJbFdi1Y3oN0LaJ/hAGWakmbH5+rtDbzA4dOf3yRNCyqlkFLiNx06/QaWZZJnOr1bSEGj7eO4L9e9GFJgWqYWugLdQYObH21T+pIvT04Z+D4938MUElMIinqDLYW2JM1LRVkpLCFRVcXxYkFSFHRcFykE41hTZNcaAU3bXhUcy3P5rjcStGhY0m563Njp0wxcZmGCbUnyugCxpHzjm3/PucrN6l+QqgX70e/JnIjKKbFlgC28uuB4SeMIo6agXe7c2VLSdB2mSUqRphdan1RVEaYZ4yi+0GSjZXt81Npi023z495VOnZwZh7V65BmOdOZDorstH3cmoLo2CZBYFNVFYtFwmye0GqlmKbA92xsy0QIgetaeK6l9a1RRlEqZFGymCccHU11AbLT46MPttjc7OA4b77OOY5Jp+2vigUpBbZtrnS1pinwfQfb0u5G3357zGwac3g8JU0Lrl7psTZo4r7i+2wKQdNxaNg2WVFeuPGX5AWjKHkrrpJZWXIShYR5xk82trne6uCaJi3Hpe18v9Pri8Awnmv8Pv+1e93X8IyfG4amku2st3Fsk1u7A/6L2XXiJCdJc23sYhjaOdazGbQD+p2Afjt4Kzkqr716bdfCdi06/aZO7cy0p+/KIaFeLWzv2W6WVY9mPMei33oiql52o5Ydppbv4jnWarTzJhCGwDFsbGHRsF7snj7dfe3TfenrNEyfgdN74d/jImaaz7UAttJe52VVfq9uRaapQ7Zc16JTh9w9Xdw+fV4BWi2PVuvFhbPZfPHf4jhjNo8JI+124DkWhkHtZvDH5zSeheV1kxYFB7M5jyZTokvQTjzLYi0I6PgOrg2mfP3tr6qzW5YZE6oqMQ0LU1j1z7VYuqyvGVGLnS9rHfc6NBwHW0p6nodnWaRlSX5BsV1SFBxMtaXwWiOgy/cnJj0vDMNAYv4xoxEujUIpwjxjksSkZYkwDFypGyIVz3b03wRB0yVouqxtv3zdex2kKVavs7n74vp4UahSkdeFj2lJuoMm197f4AhN/8vLUofbWTaOaRJmGWlR1G5GkkLpJGZTCPKy5GC+IMq006BjSo4XIYVSK92VKcQqu0QuXQ/f2rt5+9BTC71p7XcaK163YUAUZ7i2ifQFb5pY4coWHXuLR9HvOIq/RFUFZZXjmW1t+oB4qUheChtfdrDlxegnyyN1pKTtugytmDDLLmTvrKqKeZoyjCKSvHjjaVVgOgQNh2tv/JufRVko0izHtkzNFDDr680U2JapLXrr3IM8L7FtE8e2avdN/TjTFNpNsihXmo80K4iiDAyDNM2xbRPXMVd7pzd5r7Zt0mi4usAAzUSpqTVFqZBSrFgOSilG45AkLciyAse1aDU9ep0Ax3l5sWHVxUbLdZglZ9uQnwdJUTCKIqILNA+rSmeqFUqRqZJREnEYLpilKWuez4f9tdU6YAtJXpbERVGHJi+lDZWe0kgTw9BWvEpVq8bGsuFWVRVJWRDnuTY4EpJclWRlufpclvlurjRxpFk3SgziIictitqsSJEUBYs8o1BP7tOXnbq+7PlLNpHvWmz2mww6AUWpCOOUMNF7KGEYNDwH37VWmsEsLxnPY3zXwrUvbp5y7lK5KErSJON4b8SDLw+Yj0Odaljbql37cJuP//IWXvDihOKst95uaM9wKbRVq3MJ//DvCm27jSnM1ebSN31sYX/nm8aX4U2L29fBsiSbG21aLY9KVUgpaTQcbNs8m//5jmCZB3Ew0y5UF1mclmi5Dtd7HRquYpg9Rph9Olb/tVkLRZWTqYRpdkpULlhztunYa6ufDbMjwmKGK308GRDIFo78bjfs0tBmC13f50qnzfEiZBhFr3/iGUjr/JK9yZQP1wdv+Uj/jCUsIWjZbq0x02upNAyato1V36D+qWE2jnjw9RHhPKHV8emtt1jb6jCcjpiPphzOFyR5QT/waTgOD8cTDucL2q5Ly3UIbAtbSqIsZ5FlTJOk1gAoDENvFNJSX7+jOMaWkobt0A98Auv7cxq7KEqliNOc6SLmaDhjukgoCkUYZzw80sWYY5sry9Tz4iS9y7eLv2eaPWaenxCXMw7jrzCFXbtxvcQZBGhZG7zf/DdseLcv9d5cy6Tv+5wsQkZRdCHKjaoqpknK8SIkyrMLF+SXheNadNo+UZQxnkSkiZ6ypGlBGKUYwqDRcGm1PBqBQxRrDU5WO0smSU6c5JimxPdszUYwBUFgc2W3xwfvb9EIHO4/OCWKMn7y46tYVrMOdjzfMS4L19fJMKtKZ3JdvzbgvVsbmvpuSdYGLRzHfCXLwZKSru/R8TyO5uH5T+BziLKc0zDURegbPldVFYs8Y5zE3J9O+HJ0wv3pmEmS8PcHe0zTlL7ns+EH7DTbxEXOH06POY4W5OUTy/itoMGH/TUsIQnzjFmWMk0TtoImt7t9MHRR9NXolN+fHrHhN7jaanO4WLC/0DoogaZx5arkdnfArU6PvufhmCZ/OD3m7li7Dip0sGZc5AzjGPc7Zg9EScYsTNk/nrB3NCHOcuI0J8tLsryeEBpag2M+NzltBS5/8dEV3rvyoinMefFGORvxImV8PGPv7hHDwwlplK3C4Rzf5v0fX6Py7fqYjWf+fhqGYRDUIX9vA99Vn6ph+jTMP76QCL4bjrFpypWX+J8Kqjr4Z56mnCxCjhfhpUSCLdfhRq9L04NJfoSTgyNcTMNCGMsAKoGiqHU/2qGsUDmFypgWI6bZKQ2zTbsaoChJVcIoO2KSndK2+1Rob//vWg0ghZZg93yPq90OaVlcotgoOZjN2ZvOtCuVqp4xgHgZnu9ULh9fVgVlVSCQOqTvn+Am+iKwhKTjONh12NlymtGwbCwh/6TPU1XnvVRVRVX7/peF4vRwyr2vDkjjjPWdLoONtk4xT2YUSjFPMwpVreh8DycTHoynDAKftSBgq9VEOAajOGYYRWRliW9ZK7pVoRRJXlCUinmqu3M9r6DpOH8SxcbSZj7JCmaLhCjOEEJ3GIeTEN+1LyQUj8sZk3SPXMUIBEk5Jy6n53puVkZcC376xr/zebimRd/3aNj2uTfMz0NVFWGmaVSLNCOtaWXmW6L9LrOrsrwgTQvmi4Q0zYmijOksrinGWqva7zVI0wnzecx4GnJai72nsxhTCjY32qyvteh2Am3UMosZj0M8z2IRZkwmEZ5n1VMPU+fhOBZra01+8PEOUPGf/+FbHh+M2d7uYFmSVsPVDbe0YL6ISdKcKM6Yz2N8z8ayJGlNa3xF/bh6r0s7/ApoNFzW11pIqQ1jpDBIkhzHtbBf0oC0paTruXQ9D+sSWQxxnnMaRisNpqip9+fB0p0yzDNO45DDcME8ywiLnOMopGk72h1MSlqOthq/Mx7yeDFbhUDnZUmU57iWhVtr54ZxxFG4wABudLpQQVzkPJxN+IfHe7zX7WFJwdejUz4fntCyHZq2wzRNiArdBF2+h5bjcH8y5rfHB9hSYgkdnlwoRVzk33mxMZ7F3D8Ycv/xmPuPRyR5TpYXlM9lsZyFQSe4VKEBb5ggnoQppinZvbVBsxMwn4QUWUGlKlrdRj3me/XF/Wf8GZdBrhSnYcTBbM40Scnq8fNF0XZdbvS6dIOItJowzI7IVIonfRzhr+hRi2JaTyoCPBng1kJo07BYzpgqFEkZMc/HzPIxi2JK0+xgGuYbUx4ug57vcWvQ4zQMgYu5UuVlyWntSjVPUtLy/K5UFQpW3m0aSblgno/wzRZNs8efNPfpLcKSkq7r06zUEwOKqsIUUgeg/QmjqgPJ8qwgzwrCeUI4S7j31WPufLbHYKvNJz+7zsYVfT3YpknLcbR3v2WRFAXzNCXOCywpatebJxubaU3ZKJQiKUqSokSInGmcEOc5m80mlhQMw7jmgWvdx7t+5Un5hDftOhZFqVYU5arSScAXKULXnBuo1l/XgZplHfh4vrXTMzu0rPMbm7z0dSxTT6xc+1JTu7KqSMuScZxwHIb0fI+mfDvtHO3QWPD4YMKDR0O++vqQo+MZZamD7zY32myst2i3PK7s9pjOYrKs4M43Rzx+PCHNCspC0e36/Oyn19lYa+G6NsPhgqPjGb//fJ+v7x6RpQVCGPT7Ddb6Tdptn/lc642kFPieRaPp8tGHW4xGIV9+fcBkEvHRB1ukac69B6fc+eaI/ccTxpOILC/Z2pizsa4t+s9zX8zykjjOtH4zV3xz95jJNFoFgQaBQ6/rc+P6OhvrZwurLVPQ9Ty6noslL85QSYoCFVfM0pQwzcC2cM/ZHBCGQcO2kaKFZ1q0HZdZmnAaRfzV1i4/XN/Ery3FJ2nCYbhYBane7vZxTYswzxglEZ+fHuObFpuNl2c8PY9lk+h2t89PNrcZxTHjJGaUxPz+5EhPTRpNwiLDsyx+MNhgt9likiQcRvPaFOS7xb3HQ/7m77/S1Dnbotvy8L3zaVSbgTZ2ugzeqJSqKnADh42rfYKWx/jYIYkyyqLEazhvZFt7HpRKEaU5aT3iWaZtWlLU8enGMyL95xfgpY8x6Ivx2f/W70fVPlPiqVmj8dTzQQuXlscA1F0U3dl4F/yaXwf9PjKoMqDQb1z4GMYfRyhVVQpQUM2pVIghWhjifA4ReVlyEobsT2fMk0u4UBnaYKDtOuy221hewUilpCVYhkVZ5SRGjCM8HOkzL6ZMs1M8MyZTCdIwcU3/GTvXZWhkXumpR1kVSMPENtzv1d+/53vc6vf4+uT09Q9+CQqlmNW86FEUM3+JK9US+rulyFVKpmLtdCMcJCYCk7QMmeSHVCg82cSoNUF6elQn6OolW/9fpaiotNblqXOsKOvrx8AwNMvcMJYJvNpZjjrrx6hf+12eDphC0LC/v7yD7xNFoUiTjMlwwehoxnQcMhtHPL4/ZDGPufnRFh/86Crr2x0MAxq2zUajoZ1tTJNpkpKXJU3H1lok36Pre3Q9j47n0vFcFlmq3Y2EWBXDlpS4Ffi2hazdeAz0Jv1dCutcdtCf3vAbhoFRgSUNPNuiHbj6+J8S6Pm1tm5JYV7+++uu87a1hS0uNsWWhoVntl//wNfAs0zWGgEtx7kUI6GqdNr0svHkmiZN5+0UGzp9WdOcJpOIolQ0my6mKYnjjLDOqej1Avq9Br1uQLvlk2Y5p8M5ZVkhpcHNm2t8cHuTIHChgm7X53S0IE1z5osEpRTNpsfmepsrV3q4tkWWFfRrs4ZGw6XXCbh5fQ3bMrl7/4TFIiHPtRPldBqT5QW+X08z0oIwyliEKYFv47kWzYa2S/Y8PUkShoFpCtotj/W1FgYwGmvqU7PpUhQlo1G4Sh83DBiNffq95kuLDVvqArIf+NiXKDYKpfR9J0kYRRHCCN6o2HBNC9e06LoeUgh+ebBPoRTvdfv8YLABwCiOOAznjOIIaRhsBA0+HqzTdlwWecqvjw74xcEegWXT886/uZZCYEnJbrPNT9a3GCYRx2HI3+0/5P5sQsd1saUgV4rAsrjZ6fJRf72erBg8ms8urK88L04nIZ/fO+LaVo+tfouNfpP1bhMhXr92LJ1kL4NzFxu2Y9JZa+A1HLIkx8AgT/UGPK4DYgxhvNWpRpIX3Dk4ZW+kR722KekEHr2Gx6AV4DkWeS1UX9rpGU8VDGWlk0aFob3sVU3BEfUNqawUWVliS4lnWi8sfctq9XA859FQH4MwoNvw6QYeLd+h4X6/VpkXQ0mlTqnKIyo1AUqE+SGGeeWPdDw5VAll/jtU9hnS+RdI+y/O9cys1KFzD8dTFtnFheG2lPiWTdf3WGv4lOaCaSJomB22vevMiwnj7BglS51QjMCRHrlKmaqEwGzRpPPMawoMXOnTqro0rS6GYdC0ugRmcyUe/z7Q9T1u9bt0Pe9SQUtVVRHnBftT7Uply85LR72KUtPK8mNO0gfYwqNtreGbHXzZIlMJ8/wUaVgEZqemDFU4wscWHgqlu61VSUlJXsYUVY4nm7gyAIx6crQgV6lOGhc2luFgGsvcnIJELShVgRQWpmGvCp4/4/tHluRMhiFf/vohv/7br1nMYopC4bgWH/zwCh/86Co3Ptyi2dZU1UHg45qmLgoMQVZq0eWSHuVILdJsOo6+sbdadD2XvPagb9o2Uhg0HYcwy4iLgqwsGQQ+Ldd95xzVlKrIkowy15sMQwhMS+qcjbzABrZ6DfLcoyzKlc9+4DtIw6BUamWP+Sqr4SUs4V3YRdFA1FPcy8G3bTaaDdqee2k9UqFKjuYL7o8nDAKfjeb5O9GvgmkKDMNkZ7tLo+Hy0YcZcZxhmhLbNmtbeYtG4GAYcGWnRyNwNB2prFYakm7Xp9l0sWpB9q2b66wNWquN/FIX0ekEBIGDFAZrgyZ/9Rc6N6jXDbAdk0G/gefZbG60sR2TXjeg1XLxXIv3b28QJ3mdOm/iOvrYtBul0K6VWUGr7kpblqQhHD76YJuN9TbTWcTdb49xXYsf/mCXfq9Bu+WhVMV8kfC7P+xxcrrQ1vsvgWNK1hsBa0GAbV6+qTaNUx6Mp5hCa0HeJgqlmGcpSZHjWxZN28EUAksIGpaDJSRRvWd8lZ7o+Z/4psXA8/Hq4sg0hD4XBmSlTrtfZBmWIWg7HrY0kYZBYNm0HAe7Nrv4LmFbkobvsNlv8t6VNTZ6TdZ7jXPZaAthEHiXa4qde+WRlsRvuFi2SeYsXXe0r7o0BY5fWwy+xWojzQvuHg35zf0DQHd0dvttdvttlFHRKB3SQrsJuKaJVXMMq2o5Wi+I8hwpjBWnN6odBAJLd4dKVdGwnTq190VUVcX+eMqvvt2jQlfQu4M2V/odrorOn0ixUYFaUKljXXBUOYbc+SMeTwFkVMUjVP4bhHnjtc9YTpmyWkvwsE64vihc02IQ+PR9n5brEBsWMpN4MqBjrZGUMXEZIZCYhqX1BoYkVTFZmZCWMXmVPfmjMoqqwDRMXOnjSp+iymq61ffr5NS0bWSrSc/38G2LrCzJLxgGluQ5j2sh/mazQeclb0VPFXLCYsIwfYQrm9jCxRYelawoqoykXBAXM6JiiqpKiiqlaa1hCYdS6fOYqoisjFCVbmRYwqGqfIoqJasS4mJGqiIMBJZwaJjaJamscjIVE5VTclU7E0mfhtnTTZB3fMLxLqGqdQ/L9U7U7k1vev6qqkKVijTJCecJSZwhpaC/0eL6+5vc+HCLtc3OysWn6Tir7vTzN/OzfnPX9+hU7gvT7Y7nEWYZB/M5SV7gWiZN27lU1/W7QJmXLCYR8TymLFWd5O5TUbGYRqhSYTkWFiBKhZC6SWZkBfEsxrRNLNtEmpKzYrlVpago9bWP0DkyQm8YqqoiUxFF9Tr3IEM3W96C7S3oadNGs0HHdbGkwMgv3gwplOJoPufecMT7g/6F80eehxA6n6XbNel2gxcds55jQPR6Ab3eqydGVVWxNmiyNmjWL3H2MdpP2dgvYTV01tbzk4V26831pEt3y+2tDhvrLf7wxT4Hh1N8z9Z5XU2XdlsXG9SOaKHx6iayLSUdz6MfaC2OJQVFqS78uY7jmLvDEV3P40b/4m56Z0GzDzTR165zQpbXjKzfpzbrWGqBK/34+s2USpEWxWp9XGJpQrFcY0TtfEX9+4o6CwjDYBW+YCynrRe7N60y4moDI2nIOpbhJSYPgcuVjQ5NzyHNCuI0YxGlCPFsk/4smFLg2pdr1pz/2fW0V0qB69t6YWx5hP0Gs9GCZi9Y3TTeFrKi5N7xmF/d2wfQJykvKCtFRI4XWGSl0h1l01z9WaYyTtOUeZZqH2jbIS9L5llGYFv0PJ+24+iqUpqcJTZZXoQPT6f87VcPKFWFEHB7a41FktFwbTY7zbf6nv+Ml0MnbpYczuc8mkwuVWy0XJvrvQ7rjUB/2SsDeYY9baIiyryoKTna8QYgUwmLYsqimLAoJsyLCc1iiiffTnftMrCkxMeg53tstZoMw4hxnFzotZJ6srE3mfLRxssFYppEVekiQuVUQtUb/GfPZ1YlLIoxUTllng/Z9koC2SFRIUk5Z5wdMM1PaJo9GlYfrQApmeWnzIshZZWTVylxMUcYki3vPQKzyzwfkpTzuuhIiMoZrmyw5QqE1cc0rNc6jP0ZGmVVEWU5uSpx6mRgs7aNfRO4vs1go8WP/+V7XLm1RlnoCYTfcAhaHs2Of66O/Otw1is40mSj0aBUClnf+M13jPKapTkne0NOHg2JFgmO57B9cx2lKvbuHJCEKW7gYDsW0pKYyz+2hWWbtPtNepudl4bhllVOrhJMw8YUdr3FeaIvm+YHjNK9Vx6jaVh4Zgff7BDI7oWtb5fwLV1sdH3dBY7y4sId3bxUHM4X3Btp1yFVVavC+G3jomG+z7/GcurxLrQ9DAO6nYCdrS6P9ofcvXdMs+HieTZ5XqKUwjQl77+3QfsMO/0lpBD4lkXLdekHPm3XXVEgL4JhFPPV8SnXup0LvrOXwxSCluMwz1Jmacos01TsXGlxeF6W+KZJw9KOd3GhheOFKqkqSMqScZqsNGBP48m361kYhm5uBpbFcbQgzHKy2r47ynMWWUp+ATp4rgrmeUSmCkoUgXRpW8FLKdvbgzZ/9ck17u6d8j/+3ec0fYdm4NYxFa8ueNoNl3/xg+t8eH3jjY9zidcWG0rp7lQSpszGC4q8RJrajUGagkrpjst3YdFYlIrRImKvpjC1fZd+w6fVcMAzcLDIikLfwCwbR0osKUiLkkmSsMi0uFAKgyjPteo/z0kKi7L2aW873uom+oK1bM2fnUUJj4ZTsqKoBXoC37b4YOv86nxVKXK19FVOiYqCrCxWFAEt1rt4l2craLL92mTMiqpKoVpQlQcowwVKQIDRxDACMGxAUakxVPHy6KFSYDgYoo2+bEqoUqoqql/DqB9XguFhiCYYLuDU2oyJ/jkKqoyKjKpanPv9qUrbWU6ThNMw4jSMLpQeu0TTcbje7bLRbGjv7cqlZfZwZYBhGNjCoWl2arHzMl3axBI2ZVViCR2w6AiXQLYwDasuRCoMBJ4MqCqFZXz/fPxlp6RXW+Bmpbp4sVFbDD+ezYmyjLJ2CXl+YdKzgyfFhTAktnAxjeUmZ5kLo8PBCpURlVNSFVJWGblKSFVMXC6IyxmB2cESLsIwqVCE5YRJdoAwJKoqWRRjhCFIywjLcJnnp4TFBGFI8iplUYwpq4JMxZqe9T2FcL4txHnONE6pqLRzSb22RXVycmBbDILgje1Pz4OiVEzihCjPaLkuTcdGWNa5S7U4z5knKVIIAs9m61qfnesDFmmmj92x6HjeK+8Z572bvOwGaUrx1gTD3xVUURLPE6bDBYtJiO1auL5DWRQcPTghiTIabR+v4eL6tp5yOBaQUiltVdpdb73UkSUup8yyQ2zh48gARzZx62aIqkom2T570W8R9eTi+S1wVSmksGiYAzr2NqbjXLrYsKXElJJOLfKP84JZWV7ovlcqxTiOOZjNOV4sGMcxTdt+Kc9/qdmsKt2tNnjiFKSqZxPqy7pwkYZBWpYkRY4pJY40MetpX1jkhHm2ssLwTEvTTJ8rJspai5DW93vXtHBk3YGuO+lUzx4LvPjfy6yGtwXDMGg2XTY3NJ1qOAopa0vevNB0807LZ9BtrAILz4IwDB3i7DhsNBoMAp+43rhfBJN6snGyCEnyQjcK3tI6Z0tJ3/NZZBnDOGIYRzyaTxkmMYssZZ5lbDaa9ByPnutxHCniouA0jng4mxAXBSdRyDx7NpDyVRM1gRavd12PB9MJ8zzlcDHHNy1GScQwfhJOeZ5PV09eFGERc5xOSMpMT2TsFg3Tw3zZSm3oY5xHKXvH07rY0GGhtmWupi1nQU9CLhe2+Ppio1Skccbho1O+/vUDFtMIyzbrsD8tOipLxc7NdXobHazvYW+lxZ9a4Z3VFaEt9aZ9lOgUcVtIBr6/WkDVSjS6pAYImrbNRhAQ2K9wxjC0VsR3LKpaAxImGaNFRPIGSZe5UkzThP1wxpejEx7MJpzGIbNMO/2U9VjuosXGf/fex/xfbn/6mkcpqCaoYo+qilD5H6CKwHAQ1icI8xaGWKOqYlT2C1T5UBcZ5FClGHIDYf0UQ7SoqpCqPKAqHlBVMRhCC9CrCENeRVifYMhtDLGOKh+gsl/qx1WF7jAbJlX56q7a0yiVYhTFHMwWTONEO1dcwoWq6TiryYYpBE2jg+VrDYBA0LJ62MJl9YkY+payHKlbwkYaJpZw2HSv4coAR3iYwgQM+vYWHWtQ6w3+OOj7Hjd7PUZRzMOLmVLpJNZFyOFszixJVxqn57vcwjCxhYcjPCzh4coGgdnBET5PB4V5ssnAuYKBQaZiTMOhqDIUJQaGFo8j6FpbdKx1TMOmrArSMmRRTLCFFtubhoUlHF24VBlxOScsJljCxTAMLMOpU5GNWlD+p4XTMOI3+wfkpWKtodPt267LvdGYXz7c5/Zan7++feM72VDnZcnhfME4ithqt1Yat/M6zZwuIn5/cETTcbi11qPturiWycPJlF8+3OO9tT4/v7L7Vvjdf8owpMD2bIKW1lYpVTEbzcnTAlVW2K6F3/QI2j5e4OAEDq7vEM1jRocT0jjDkGKVxP48Jtke9xb/gCfbBGaXdff2qtioUIyzfR6Fv8GVTRwZPEM11BvuHMMwmMkj0nJBwxzQtC6fuSPQNqBXOm3i2nHsIuF+FZr9ME1SHo6nfHs64ka/+/JiA71Ry8uSpCww0OJmYGU0Ig2DXJUkRaEnxJbeEB4s5rRshzU/wKutUY/CBd+Mh3VRIrjS6rDbbK02nss9RVToPJjTKCQqcjaCBn1Xi6lFXcwsmwoGusGzpIZTQVJqDUFgWW/daETne0hc1+S9W+vasEMYVKoizwqmo5AqK+Ac91rPMtltt9ifNjlehIQXzL+a11ORo/mCcRzRcJy3ts65pslW0CItSh7MJjxezBknuqmalgUd1+Pj/jpbjSabfoNFljHPU74cnTBKYiyhGQ6TJIaqOpfJgTAMOo7LVtDkK+uUMM/5zfEB34yHSKG1aVGRn9uWW1WKVOWMszkPwkMyVeBJB0dYKF5+r7v/eMR/+IevKFXFtc0u670m693GSt/zqnfS8B0637UbVVmURIuExSRiPg6ZT6J6lGtiOyaOZ+P69ovx6t8hTCFouy6+b0Eco6qKlu0ghLEKwmrajtZxSFFnM6jaqUSgak1Hz/NpOq/n8ppS4tkWaV6Q5BBnOdMoIc1fX7mXlSIvFcMk4s7klC9HJ/xheMyD2ZjjWFfIy47HxbfO8LP1c2gwqgqqVBcYVQ5GURcAEVX5EGWYCMPnyZRCsZpgqDFgUInH+vmkejpS3AEMDLkGVa6nFeoYVbgIKgzDoSqPUMVdMCwMo0lVvybVmxRretO7P50yS1PKCxYaS25m23XZbbfp+T7SEJjSe0ZbsdRdrE7dU5/O0wuM+5JOX2D+cel1BtD3fW71e3wzHF74dQqlWGTZKtNgmiR0PO8FVyph6PwRaVhIQ9ac8BRL5PV0QsMSDoHZJiqm2MJHGpKyKp4q4hwMBK5sPOnClmWdwC41RxWFYQhMw0ZgIpAIw8QwdB4KlbEqSGT9739qiPOcw9mCOM/JioIkL8iKkv3pjLvDEQ3HJsl1wb1Is9WENLAtGo5dp2ULFlmmc1IqLUhd0qI8y8SSklmSssgybVBngG2aJHnOOIo5DSOdIFuUTOOEhmPrjVbtFvUyWlKYZTyezuj6HjudJg3bpqoqpnHC3eGIpuuQlgVRnrFIM+3zXlU0HJugFnkLw2CRZkR5vur82qbEMbVIXBgG8zQjznLNV66pHMv39afgEmiaklYv0A29Xraykc/SoqZMmTR7AV7TxXFtZE11KLIc27EwbVOzCl5CRVsUQw7jr+jau5jCpnhqva2oiMsZs+IIRwZ4ZgdpWCvnt4qStAzJVExYjJCGSaYultnzNJbFTNvTluOjKGZvMr1QuB9oyl+YZtwbjllvBHQ8VzcZz5i+FqpkkelrKi3LlZYzL0smSYojJV3Pq5kRMUIYeKbFaRxysJhT+hUtx9UFioQwzziOQhyp6duTRAezScPAFGIV1JnXm8mTKGSapVSVpoAtvz9hrkPs2rY2PkifKjaq2uLXNXUS9cuY6kVekmdFbWFbrs61qBkoZaEo8nJFxYP/P3v/2SRHkuZ5gj9VNW7OgwMBkomkRbq6u6q7Z3pnb2aWyIrsB7jPeG/v5ERuZuV294Zsk+mu7qJZycEDQZ27cVO9F2ruEQACQCACyMrMzkck4HBmbm5qrqbP8/xJw80qa+pa0wo9uu0QGn5CVVYki5zZ0Yy0URx9VcSex81+l8eTKZ8dXl4JMa9r8rrmyXTKl8dDbvV7r600FiiHG50usefRPqP25zRF5vUwskiQBjFRajsefT/gTm/AZhQTuR7rUcyNdpe0KSw7QhI6LjK289pup0vfD5FIHKloe3Y/lRAEymEnbrPoF+zEbXpBwLVWh1GWURu73vOVQ+Ra1byW519ImVBjqE1NrksWVU5lKpSQ1Ea/tFo9S3IeHU24udXjvd0NdtY7bK91kBcQmPA9h078ltWoyqJiNl6gtWHn9gZreYlplBSMgXY/Ym27x2Czg/MNVaoC1+FWp8daL+LxbEqpNWuhdYdVwmJzXSUb/OYSwmFH4SykI3jJBfNsuEoSuNax1XY3ahZZcaE2YaU1kzzly/Ex/+He5/zmaJ9RnrIoC/JGaWV54r31EAAOQnZQ3p8hnQ8xeojRh+j6EZRfgLyOcG4hvb9Auj8BYzBmgqkeYMwMo0/ALEAuF9MGoa6h/H8DqGZ7e5jqS7vww8PoCWCQznso9xcYPcLoY7Sp7PYuEEt87v3RmHl+ea6GIyWh69CLQjaXqijfIjnMNxmDOOLd9QH9h1erSOgGw783mfJkMjuFC5wTjXAti3rMYXaXgX+dNW/3zCtehGw98/wZGWqwkKyW06fwUhbVmKxeWNiHEDjSJVRtet4mAlhUY0qTI1GNgo6PKzwk3/7F59lQwnpK5GXJoijsIrMxq+sEPoHrkFcV+9MZnx+dsCgKirrm9qDP++sDIs8jdB3uD0d8dWJdp2utWYsj1uOI690O3TDgq+MhX50MqbVBScFmK8Z3HBZFQVZWPBxNeDiaIITtBt7od9nptNloxTiXlOytak1alOxNZnx+dExW2UTqzvqA99YHhA1e+u5wxL3hmLKuMcas5DW32i18x+HTg6PVQjV0XW71e+x02vTCgND79o+3F7hsXF+jt9Ghrg1G65Ucrq40QooVAVwqQTJNGR5OkI5ifXdAb6NjyeEviFKnzKsT1vzb9L1dQvV8AUQJl63wA+60/jWujCw8FMv3mJcnjIvHPEx+TVpNqV+jOPSq6IcB72+s8WgyuTI0KKsqvjoZErgO762v8c6g3yTbT283LSsezaZMc0uKDxyHtucxzFK+HA1ZDyN+5m2T1zXHWdIs+g1JadWEer6V1V6GIySBcuj6Ab0gJK9rvhydEDYJ/TKpWSYRSVUyztIGgZFQ1hZWPStypBDstNp0/fMXdP0wfOFzAFlaMB4umE8T5lMLmV3ya6PYZzHLmE1T2t2IdjdcnWfzSUqyyOn0IqJ2gNE2AZlNUmaThOlogVSSqni1D0Tsubwz6PN4MiPy3CspIQI8mkz5u/sPcaTk5mvyN7p+wP/txm2KumYzeoZHaQx9P+DnW9f48dom2th+gDGGyLUeHX6jFvVOt0/H91fwYdmA5jSW8B25LrHrUWqrnNfx7Bj5ykH5kj/fusaHg3XWwwhPOfx4fZMbna7l7nAKea7qGkdK1sKLIyEc4dByAkpTEzk+rny5WW7gOfTaIbd2Bvzsg2ts9Fqs9eILcYiWZpNXiYsBmY1l13u+ixCCutboqm5cTEWTfFxpP14rLNfCZzO2J1GpNV3fX/E2zho3nZEnf+7+RRUAlLSYRCWkdaqsatKipLqAwk9WVTycT/jk5JDfHR/w1WSIKyWx67ETd4gc1/p1iKuZTd1sX0QDXYAIEKKLUNcRznugh1A7UN21SYVJEaYGUzX8CwmmWfyZquFolAhCEMpuTw6Q6hYIH6P76HKK1idQhxi5BeTN6zYRzh3Qx1D7UD985R4vK962rTrj/mhypWQjdBw24pj1OKIdeBeWw/x2UPpsLPXIlxW0F53Hbd9ju92iH4ZErruSEb1MpGXJo8mM3emUnW6bLudf+HwZ0XU3MWjbbWgeD2RMz9smUh0EAk9GdNw1QtVeLXCWnZHa1LjitJIlhCRyehgMjvDx5RwpFKFq48sYTwW0zToChSN96/OBQ8vp46mlx8m3Z/wuEkLYCxHCQtmW3Ymyrok9a3pn5RktxDAtSqZ5QeTOiRyH9VaM04o5WiR8fTKkG/h0gqBRXxGkZUltDMMkZZxkBK6D53jP8XFWeHEhyeuavckMbYx1435FsrEoSh5PZsyLksh1OJovVlLlVmzBUGmbyE7znPZsQeg6rMcx3TDgaLbg7smIbuCvpFKXHRKtDYezOcfzBCkFWWlhMWVd46oBofftdwpXjiLqhIAtBjwLJXqOFyUEWVKgI40fekSd8IXkcIDKlBQ6QQpJqHo4Z3yVBIJI9Rh4N1n332EjuIMnI1xpX1PpgkC2rQofkkKfKsS9iegGAe+u9fnkoEXgONRLtZ5LRKU1h/MF8XDE3eGI692Ond+fqYYvpe/nZUFeV7hSklS+9V6Yz5BCrBQsT9KErMHRl02lvWxIwqvtNZ9dNy7cVt7UCtJIIShqvVLICh23mXvFKnlOypK0Kkkruy9ZVeFIW4QEg6+cRhSlapymX1zczLOSyXDOdJywmGdWDclVZKlVggO7hkvmGWmSN9/DNLo4gvk0ZTGzJPtlMVlIsXIXvwhk2W/mnZ1Oi/U45mC2YFEUlx7Xg/mC3+ztc6PX40dbGb7rXNhlO3AcbnZ6aG0oq5okK9BLk9FGRrob+KwH0flcmQao0/F8Op5NNmqtyYuKvKjsvvh27XZWzWkZTnNt3mk9neBvRDEb0dWh1UulQE+5FoTCkpNkVvPIs/vkew69lk00j5sGQtEci+V3flF4jmK9F+O7l+c+vvKdS9WpdJ5x8iQlmWf2yxj75fKsZD5aUNea7lpr1aL7JsJXis24ZSV4pVwRqM4es+dI35f4HCkljlIr00Jbkagv9CNalAV/GB7x6+N9TrIUR0o2oxZ3ugP+ZGOHG60uHd9fZdKXle27Hl/EFE8iRIyRDuBjLzkOBhc78RRY8uERdfEPmPoJQngYCqhHGDRCRCD9pmThIWQPRNsmHigQPiAxprLwLDMFDEL2EMJeVIUIQPZfy1SwqGv2p3MejsZX8tdo+R63+j22WjGu/G5ixou6YlYUhI5Dy/NfeE77jkMn8BlEIRtxzChNV1W91w2bbEx4POnwk+0XK1K03AG35E8t1Amx4lh03A18FeHJAIGk5fbxVdgQ7108GWHQjVyneYpYL1FEqoMnA9rOGrWx6mBSOPgyRAnH8kNURNfdQJu6gVnZ7X7XEo1lmDN+b1WtSUy5IpjGnkfkeex0rcHo4WzOwWxBrTVfD0eNQEBIUhRM0owPN9f5+e61BmIkGC5SHo+n1NpyQm4P+ux021aBpSyZphnzxsixF1qVmayq+GT/kGJUcbPXY+0V18zjxYJxmuI6Ck8pjucLksLyAALP4Vqvg+uo1b5XWvPVsSX+t3yPRVEwz3N+tL3Bz65tr7yS7g3H7E1mZFVFNwyIPRcDPJ5MGSap7d60/nhcqbcVQeyzsWulnqWUKFchX9aZN1YdjkaU4ey1RaJY929Tm4K+t4sS/nNqbaKBRtoqbrUSy3gT0QlstX+r3aLteytZ+suENoasLDleJPx+/5C27/Fn1689l2w4StLxfOZFzkmaUNQ10zwnrcrVYi0tS6Z5xihLm0q3h8asoM5no6jsPFxqzbyw86oBZllKXtdEjkvkemRVRW0MSlglpMh1V+pogeOwJqya5iAI0QaGWWphVX6AMYaTNMFT6qWForKomE5Ssqxc+bV4vkOeloxHC67fXOPGuxs8/PqIh3cPLZxYKW68s87W9T73vzrkyYMTDOB6DrfubNLpR+haM5umFzJsXkIZl8Ikx4uER5MJaXm5JPVkkZAUBT8aDnk4mVjDz9brLXZrrZmnOWlWUpQ1WV4yTwtcR7I1aNOOfVzHetvYJMTC5mXjGSearCMvKpKsYDRNGU4S+p2QzUGL0HevXPF//bBJhWi4QtoYkiojq4uXwhGXnY0H+yN+++UTuq2AbivEdRSOI3lZSbXXDvnvfvYO3dblURKvHDnlWH+NzqBFlhQE8fnVLD9wv3EdeyUl0TeAzTUN+3+ZMWqjqXV9oWw/rysezSY8mI7JqpKeH/LTtS1+trHDT9a2uNbqrDTgl1XHy8TFWtGiUZuiSQ6wnQtUs7IpGtUoMPoQzATEJgIfIySYmqXLs8AghMIQIITHEh5jycAN5+OpPpI+w3sw9vkLJGvGQFpZBZ6lm/VSueEy0fZ9m2y0Ww3Z67sTy+rfMEt5NJ+yGVpc6XljL4TAEQJfOaxFEbu9zsoV/DKRVRX703mjSlW+UJXKemsEKwfwRs4B/xlOjCeChoD/6rDfxUMZF1/GrM6r5qOXCleO8UCeEak88/x3LszykkIDRzAr+UVHSqq6Ztzw1WqtcZWiG/hW8jvJSMtqxXUAS8i91rUFibKuOZpb/g3Yhd9GK2anY6tw4zTDUXYx1Al8NlsttjstRmlKUdXkVf3SKusylJD4juV3eI7CcxRC2HNplKSUTeXXcxx6oc8oyZikKVlZrpSDhLBV8OW+L4qCvKoYJsmKe9JqFpVTL8OV6jsLi3zV9dNxHZzXqCwq4eKryEKiqmNcGbJMwYSQdL0dlHBpu5s4wn1K9tugyfWCrJ5i0Jb79AahiEuFtc1Wi1uDHozGpJPy0rCb2hhmec4XR8eErp3zOr5P7Ll4TTXclYpuEFDomrJRh3KVoqN92l7AWhgSulapciu2Zmex61kCb1myFkb4jekkQMvz2Wm1caRYJQ9KSBalNZRsuR6x6606HW3Ps/BtZbeRNn4NrpQr7H5Z11TNWmMjim03U+vGfO7FxTFtrGpoVdXoSuN5DkHoWU5GVa+4HFVVUxa1JYEbTh8va8rSdlwQNO/Tpw73FxgYKQSy4b28t77GSWJVIy+bbGRVRVZVfHk85JeP9vjZzjbd0HZnL8rJqrUmzUqmi4yq0k3CkKyS9CQrVvD/ujEHdRvCtIXNg9aaJC9ZpAXjacpomjTKpIa1bozrqMZj7uJomauEQDRImGVHxkLxtXn5mir0Pda6EVlRMp5nq46Po+TqGLzoWum56kJInpfFBZINSdiY+XXXWg106vnwA/cb7Wp8k1HV2vp7NJUFY5biDK/+BRa65iRLOM4SDIZrcZv//vptfr51nZ4fEjrOmY7M5U/U13vn+a82psDU+1Z5CglqF+n+KQiFLj8FfWgVp57b1vk4fIFnCeFmYZOYRkrXmByjJxhevfCtjZXh3J/NGKcZ6ZIweslo+R63BjbZeBuyoW8zKm1l+B7Pp/zm8AkfDja43u7gvGQRIASsxRHvrg0YpRmPp9NLfXZe1RzM5+zP5syLooGrPK9KdeaT3+Ii/xWcj+9RLJVtrPoeIOy5P84yvjg6odKaRVGuFt5KiCatt6/zHEXL854Twai0XpFUA9ddLaDOhhQC33EIvYZ0LWST+ZgLLQrXWxEfbKzTiwIi1+XXe/sczRdMsozPj44pKk1SFPYzXLsA08ttC4HvPG2Uhf3oFYzQb8jgjrIV4vc31ok8l15wNSLj9yU8GdFyNih1xkH6OZ6I6HtWSEQgabubRKqPI70G8nh6DljOxhGT8okVFlAt5BtwED8bAthoxfxkZ4uirnkynV9KlWoZWVlxdzjCGLjW6dALAnb73dNkQ0l6gT0Xt+LWypcDbLLiSUnguNSRXsFfbOXYFnnOknkBrrUt6Xf1G21uqwZys0RbnP2+tst01jzuVIJXSbu43YhagLEEcWA7blkZ6ZeoFUkpcT0HM89IFjlB5BPFPro25FnFfJry9WdPyLOSqBWsFsaTUUKa5GRpSdTyVwXUk6Mp4+GcyWhhEdSvMS7d0OdHWxsMk4RPD44Ypa9+z8viq+MTiromch2rNtasmS4SWhvyoiTNbQGjqGrS3Er7VlVt3d2bY7E02Fu5sXuO5ZflJdnyr4FRVbUmyyyRvxX7uA7f2HpCCoErHEsKb4RBlJBIqV6a7MShy2a/TTsKeOfa2lOGgq/KkVqRTzu6miLYK5MN66Zp4VRB/O3WLX/TUWu9IjPOs4KiUWSQTSXjIt0E2+IqyavKulaHMTfaPa63OjjyxW6Pby9enBzYh+wPxpgMC6kaNtCo501sXrmwE5GV0tUT2zWp99DlbzBmAXqK0bNXbqPSmqP5gofjCdMsvzT+c0nG6gQB17sd1qLoKXGA5WR6kiUcLBYNnMd2VZKyJHJdWq7HZtRiLQzZm884TBaNc72ibEx6Qsclclw6vo8rFSdpwqTIVgukpSLQWhCtOlppVXKwmJNUZdNFM1TGVrM2oxhPKgxwkiY8Wcz4dHjEZ6NjNNDyPHp+QOx6q0raU3AJIViPI95d6/PVyfBSx245DkuPh8P5glGaMYieV6VaHe+3cF6/apvfR4fwJTQBYWU+q6bWU9Q18zwnKSvGifXd6IYBRb30vLEhhcRVT1f7rS+R23RCMmYzizPPqgrfscTzvKqh4Y3Yv9ML0kV/goHjsBaHrMcxkefSDQKUtO7Csyxn0ZxPbd+nG/p238+M4VLs4+wcqaSgEwQM4pCstL47xhh0YJVcYs/7zhUR3lbEzoCt4H2yesZB9gVOA2n0VQtfxkjhoISDNhW1qZpby/OYl8fsp58xLh7jq5iuu40vr+axcTaWv9XNVsyf7GxzNFvwyf4ReQM5ukzY7kbB3nTKb/b2rRIldg6MXNcmzEriSUXcaPQLuzOn/29iqSoEp/4cz3I942a+PRvL68jZ15/ptT43R533+qhJKpb3Y9d7ZQlF15o8KxBAFPsIAfNphnIkW9d6K0J4GPmrxbXALsaNMYRRAIIVX4PmOdlUvcPXWPtFrsdur8utfp+dTod5UTLPL3/tHiYpRV3z2yeHrMcx7wz67Ha7VkXpAtcE1YgFZUVF0RDdLd/NUJT1yj9NSptwWB6GXHHE6uZ1eVGu/G2EaJAGDQdESck35RlrsSXLokxDp4VXTsyt0OfaRtdCxV4TEeR9E2pU/5Jj2dGY58VTUreukvjuxeQVl5U4sBNYLwgIXRdHqm9dDVbgIeQaQkZgJuhqH6MnlmuxUiJxL1w8FjJGqB2EPrL44epLTPUIZGATGDNpJvoXb7CqNQfzOfeHY2aXhACBXTT5jkM38BsH2+cXyga4NxnzN3sPVkokTxYz9uYzdtsdbrS7/PW1m3T9a/zu+IC/23vAWhjT8QJmpdUG34xbXG+1eb+/Tsv1+HR4xBejE2ZlTtoYS66HEX++dY13ugN6QchxmvB3Tx7yeDalNpqirsnqkne7A/7q2g26XoA2hi/HJ/zq8EmjDz5lURaMs5Qb7S432l1udnrPXfyEELazMehfueJrVakKHk+mXO+2iT33wgT7H+Jy4SlFNwypjWaqM0qhG4SYvdCWdc00t74zeV2vun4vS7ykEKzFIWB4PJny+eEJB7M5a1HIILb6/4sr8KJeFctKblFbSd2irhuvIfPKhNGRkp2O5en9bv+AvcmMbuDTK0LqVkToOlRX8N/5PkXH3eJm/Gd8Pf97Hix+RakzpsU+A/8mA+8GvopxZbSC6ZU6JatnjIrHDPOHHGZfUOqU3ehnbAUfEqiL8AJfLzbiiMDZ5oujE2LPtbDAK8BkAWZ5wT893mNeFARN12y7037KJ+Z1r71Xef0FAc4vfP1F3l/kJdNRgh+4bF3rsZhn7D06Yff2OjfvbK4WzjxbxW64t8vHzy5aLYTIICUE4cWV53xHsR5H3Oh1uLM2YF7k3B9Vl4ZT5XVNneX8au8JaVnyP3/wHputFi4S+QrbAiUFUeCR5RWzRUZeVniuwgk8Qt+1yVZqyMuKstRoZTvyWVGQZAWeo4hDH9UUXqRjPYcC3yUKXFzHwou01nxT2YaF1lVooy2cSkgqXVlV05ckHO044PpGl8BzXptnIoXA9652rf9hpXBO6Eb3fX8859FwzJPRbKVpLwQEnksnDC5kSiWExYq6Sq0wnZK347j+kr0A2UaYbSBEUCFExz6Oh5BdpPshRl9DODds0uF8iJR9hGhhncAlAgeEC6KFkH2gQooYITexSYgCAiuF6/4ZwrmDkG2E2kG6PwVyTh3GI4zsY/QthNp5bo+XP5lSaw5mc+6NRldKNgLHYaMVsx7HK2+VsyNQNX4owyzh4WxMz7ea2JM8o9L1SnVkWVU4ShZ8OR7iOw5bcQunqRwPgpDIsTjfkyrhMFkwzjNankfb9UmrEoTgwXSCAT5UG/hKMQjCxitBMysKhpkhrSuezGfo2ND3QwLHWVXTItel6wVsRC0GQXQuVKYZeTq+z3anvYKzXEWVKilKHk2m7E46XO92efPLjx8CIG6EDCqt6TfJxiKyHgBlrQldh7bv0Q58Is8WLwLXQTZclaWE7Xa7RVFXDKLTqrQAQtelH4Vc63Yo6prQdWl5Lm3ff0oSfC2ySmZKSmLP4921AcaYlypRtQOfd9YGxL676jQsk96fbG/R8j02WzGtRtHKU3bfl6arG62YwHHY7li1wV50miQrYbuT2hjmRU7oOoSu/ZxeGNAOfNwfOhsAhE6HgbjJtDxgVh5h0IyLxxQ6YVoe4MrwjOqboTQ5pU5Jqgl5PcOVAW13g43gXdb8m/hvwaB0KXN8o9flw80N7o9GPBxfDuq5jKKuOVkkfC2H/OPDPSqt+dHWJru9Dt0geO0Cyet0TF+3u3rVbuxycemHHutbXVxP0eoE1pNFCrr9mLjdyLsvqW7NZ64Wphd8/KKx7IZutlr8ZGeLRVFwvEjIqvpSMLmlitiT6Yyq1qxFEb6juNmzUtdLftl5IaUkDDy6tYW2RaFnO6aOxHMdtDakeUFR1iseouuoFZ+hqpdy1HZuigPrRxIFHmHg0gq9FWfjTcVS4jwpC6aZlUVeiyIiz10prYpGvXSZHK66Zi8Zq+PxnM8fHLGz3mF3s0fk2+/wTcUPycY5URsLn/r64IS/+fw+dw+H1LVetWRbvsegFRFcQF5RCknoOISOdSAv6yXJ+psMhZDrCNEFKsCACAEJIkCobZToYKit2pSQOHKAocRm60siddOFEAp76phme26TkNjnpPMRQt1o1KY8pLqNCDZYNgAFEoTEmBrQNqF5QVRaczBfcH80YXYFyduW73Gj12W73Xou0QCrMLYoc5KyJKsqbqx3+Z9uvcdO3CZwHNZDK1nX9YIVaX1eFvSDkB+vb9JyPSLHkgENhkmecZDMmRU5oePw55vXuN62ycvj2ZTfnRwwLlJ24ja77Q7/+trN5tyA43TBvemYSZ6xv5jjK4db7R7vdPsoIWl5Hq6U/GR9i3+ze5uW6+FKhfeCRVbkuQxMyCAK6YYB0yyjKi6ZbJQlj8YT9nrdKxH1f4iXRz8K+dn1bYxh1YFbVq6MWWK8BWWtyasKJZ++4PqOwnMc7qwP2O13CZ8hFispaXk+f3Jtiw821lbyh24jw72EPLjNhVxJSS8M+MWN64AhekmysR5HxDeuoYTAdx2cBrJxs99lrekouso65xYNBOHpfbc+Be9vrHN70Cc8g1UXgsa4zxYNirq2nRIpVkWdH5ING56McYTPbvQzImfAfvopB+lnHGZfkes5Zx3Dl4IEVswhInIGbIUfsOnfYT14l467hXrDnA2w57FQit1eh7+8eZ1a6ysnG2AhVSeLhL+9/4CD+ZxFUVJqzfvra9+7bqw2ht4gJvjJdfKsJM8q4nbI7jsbBKF7CqF8Mb3u9R6/YAzikD+/vsMsy/j9wSHjNFsV7C4TszynqGr+5t4DDhdz/of37tAOrAjAi5INJQWR7+K7ik4raArGYjXfGcyquLyU5LbkeSuTezia83B/RFFa2eJWHLC71SMOPQLPRSmxgly9qSjrmlGa8ngy46vjE1yl+NPr21zrtAlcK+TgCmWV4hr4thKvtk/44sER/6///Dv+9IPr8BPB9lr7+51s5GVFXlYMFynjxcuZQ0fTBaMzr6m1ZpbmPBnN+HTv6Ep+C+fFkqOR5CWLvOC3D/b53YMDDifz1Q9ECkE/DtkddGkFr24telKxEcasBxHTImeUp4zzjHmREzgv/pG8ybAXFA/EefvbSNaq4OkTVYWXnGuk7XxwJoEQEYLn8b4v274xVn9/mCQMF0mjhHP5xe3S3dQmG897UyhhFyuqmWhmRcHj+ZRJnqGx3YGbbStTDKedl7brsx21rXuxY3+4Sw7GcbrgOF0wLwsezydoDIuy4CRLSMpyJWc4Lwv2F3OyqkQKyTjPGOepnVwb1RQlJZHj0fV92q51cu74ARth/FLt8aVjuu+cqlI9GBkWxeVkJtOyYm8648krVKl+iKuFp9S5napn4/QieYZIfiYc3+PZevQSry2VoKMC2r5ZSX++bCylUvTCV+/TUoHq2Qhd96nEYUmQlS/Y95Z6fr5ans9LWOQST/+qff+XGFIopFC03Q0c6SNR+DImqcck1QRN2Ujj2lDCQQmPUHWInB5tZ42W0yNQLRzhA8YasRqNxhaKtKmtpw5Owwl5/a6BALbaLX52bYeD2YLPj46tB8UlYTfLyJsOB9jO9qIoGC4SbvV7bDaSu98V9bJKa4qqJikLZlnONC+Y5db1vBsG1liwHeD5Lq5X4AUuUeQhmvXFeb+LF/1W3tRvKHRcttot3lkb8OMta7r6eDJtfEReP2ptSHXJ3nTaEMY90rLkVr9nTUoDK4N99jtYzoZ1yHbPIFHO486c5c1Ao5lpDFWlyYuSujYMuhHdVojvObjOiz2uLhLaGKq6JqtqplnGNMuZZBnDJOVwsWB/OufxZMpmK+b2oMdmq/WUIqoUksgJ8JVHoDwGXhtHvJgkPllkPNgfcWd3He+CNIA3Gd94spEUJaN5yiePDvhs7+ilr51lOfvj2ep+WdUczxZ8uS/Jyor+3tWckZ+NrChJi5KTecrJPGE0TxknKVV1WgWWUrDWjrm92acbvhoD7yvFtVaHnbjNcZZwlC44TOaM84w1+eL237/00FozyTL2p3NGaUpSlFdSKln6a2x3Wk9hd5fhNmaQgbKVg/vTEdMiY1bkjPOcj/rr3Gh3V8TBZXISuzYBOCsbqY1hXhacpAn7ixn7C6vg1PH9FabelYq262Ew7M9n/M3eA47SBZ5yKOqKSZ6jhKDjnb7nKiGFYKMh103SjIPZ/FLbycqS/emM/dmMRVFY6cZzOkU/xDcT55FO/5jbed3PfLGa2ett54ck48XhyQhH+IRxl53wY0qTUeqMUqeUOmOJl7GmfiGuDBAY0uoQbUpE469hfXAqKpOjTYE2BbUpqXWBI0NCsf7aycYyNuKYjh9w92TEb7sd9mfzKycbwMq48h8fPebheMLdkxF/srPFX966wc1el5YvkN8Us/cKUdY1szznyXTGvdGIe8Mxd4cjBmHIR5vrfLi5TifYIIg8a0MgxR89iXKUpCU9bvW7/OWtXbQxnCTJpZMNsGfqPC/IKmt0+tnhMX91c5ef717j/Y21lXP5ZeI8rky3FRAFniXOY13ZXSUv5DvyqjDGkFa28P71cMhXJ0O+PBryYDzhJEmY5TllVfOTnS1meX6aaKApdIVE0HNb+MpjzWsTKB9Hvvj3V1VWWct1FBu9mOgb7GrAJZINXVsGvtYatK2OKefU8O5Vk35RVkzTjPtHI351b+/lr61qRvPTzkalNdM0RxtY5AXBFdwMz4uy0ZCfZznT1A50eUbq13cUnShgd63Le9tr9C7Azo9cl/d7a0zznMN0QVIV/OroCZXRfNBbZydu0/ECfKV+qMydidoYjhcLHozHTLP80gtugYWMtBufgfX4fDO/ZcXUShJq2l7ErU4P3RD83+kNGoUpp5ErFEhh27TP6p9bMztF6NhuR9cPuNHpshXZbo8jJaHj0vF80qpinKcsyhJXKnbiNmVdI5hRauvuebbxbO+zkry7kAA6p6pU7/T73D0ZXepYgh2XrKqYZDkHsznbnVaDof1+QRO+K/FGEo0/0pzzXd7371IsOxwOHkbGaOpV0lDrcgWfcqSPEh5KONQmp6hPqE2CMZra5CTVEXk9ptQJYHBkhEShqRBGwhVM/5a+G3fWB/ybd27xjw8fM0xSC7u5YrGl0pp5XqD1jFprsqpimufcbPyW1uOIQRjS8m3HeIm//ybPrKVfTlHXLIqSpChJyoJFYVEWy4r30XzBwXzOwWzOwXzBrV6XnU6bvKpXi+FvS+4kGw7BIIr48dYmkzTj4WSyUpa87DW9bkQEThYJWVnhKcW8KHgwnjRQzYhBFNIJAiLPtf4fl1QydJTCuUCH+bxYKllVtWZRFM1fac1Ki4J5XjDNMkZJyv5szpPZjL3JjONFwqIoGmVBa6hb6yVf1K4vlJCAIdcllaktlw1DW0RIcf7+eq6iHfk4SpKXNb735kw6LxKXSjaKrKQqa3StcT2HIBJIcbGWUlHVzLOCx8Mpnz5+eWfDNIY2y6i1YZEVpHnJyWzxxknWy1aa1qbBR58+J4DI91hvR9za6PH+tfULJTux6/FRf8M6385G/OZ4n7/df8Cj+YTptZyfrm1bLL4McMUPFeJlVFpzOF9wdzhiml2eGG5x6IpO4HOt02Y9jl4qjamNHfvdVpd/t/sunmO9C3zlEDgKgVhVZl40VlIIYs9jEEZsRDFtP+C/u3aLjwbr9n3CKl5Mi4z70zFHycKq7LTa/GLrOnld8fvjQ47ShSWUNyGEQDXSxGWj5X7R6VoKwXrLdjY6wdUkrLUxzPOCR5Mp2+0Wbc//Idn4IX6I70hILN5bCRfTmGAuOXliJYtu0Fg5XGsomTIp7jIt7lPoOUr4dLxbBKoLGIwJr5wUCODO2oC27zHJcn67fwh1TfUGOrtg4a2Pp9OV0/hOp8V762t8tLnOx1ub7HY7uErh/RHQBksS9LKbvz+zCcXedMbeZMrBfM5x46i9lFG34hEBlflmF42vG93QwpvGWcbd4Yi8qkmKcrWYvmyUjUntb/f3+epkyGYr5kavy4+3N/l4a4N3B4MmiZUvJU6/zahqTVKW7M9mzVjOeDydsjedcTCbMUoy5nm+8j1aerS8LBGTCLym6DkpFxS6ZFjM2A4GhLGP84JsMwo8NnrWX2wyT5vk42198+fjwiuEutZURcX4ZMbhwyFlXqIches5uL5DZ9BibauLaoz9XpR4+K5DNwzY6bd5d2vAPCtYZAVJUTbOsS/fjyXO9wpFlNeO0HNp+R4f7W7wo90t7mytEXvuhRQIirrmIJ1zkCxWJkInaUZe2ar1o9mUrSim41kVGCWaDsdr7uMH/XU+Gmxc7gt+C6PWhsP5gnvD8aVdrwEC12UjjthsxcSe90LIT601ZeMsa4DjLOGT4SFOk0QHjkOgHLbjNj3/5R0tRwp6fsBW1OJxEHGULtibTykb12VXKjq+b7XAmorerMjJ65qO52MMTHIrCXr2Au4373OlIqsq7k1H/M3eAzbCmH4Q0vF8Op7/QnxuN/DZ6bTph1bZqtQ19SVlQpOi4OF4wvVumxv9Hu1LbeXbGcsjoptJv26KD8vq1FUvksvOVFqUzLIcJW2xRjW68T90OL+5WPra6KYKuSw0pWVF+YqL/iu3jV1ApqX16lkUhSVynhln+Ga7M6ef9fJrjNEGbWpKnZJWxyjhUpkMISSOjHCbP4FDpRfUIsNc4aK83K+W7+HIDj/Z3uRgPuer4yH3hqM3IqlijBUCKeuCpCwptRUoGKUpD8dTNloxa7F1Hm/7HpFnOUZBw0FaztWOtO7Sz3KNlueRJRw/PXeUtW4EEayHTd78P6tqssrCt2eF5WOM04xxljFObdV7lKZMsox5XjynIljri7l7/zFj6a5+o9vlX9++0Xj6lJwsEguPvsK2tTGkZdWo9Fmn96Qs2JvO+H3b+nJ0A9+q9rnuakx9pfAchSutKag1xTs1ZsRwZl7QZ8bVzhO1tq7dRYOGyetmXKuKvKooqpqsqkiKknlRMErT1VgOm9txml0q6bJFR0XLCdkO+pS6QkpF2w2bjsf5sbPe4S9+fBPfc/jk631u7wzAGHzPxfeclxbvl4T6q0DzLp5sVDVZUnD4aMgn//A1RVYQd0KUo0AIbr6/TacfN/dfvJ3I99joxnx4bYOirHk8mrI3nHI4nVNUlXW//Zb9eFqBx06vzV/cucG//dG7DFovNjN7NhZlyWejY/4wPCSpSpSQlNrCw47SOY58hNMoVsWuh6+s7OTrphv/9w9++j1LNmxn4/5ozOwKnY3Ic7ne67DdtqpSLzqqpbYT1fKHf28y4ihZrNQq+kHIWhjylzs36L4i2VBC0vdtpW8QhBwkM/758Al5bTHIbc/nVqfL9VaH7bhN7HqcZCmjNOEosepTYCfpsyRh33HoyxBfOaRVyafDYx7NprzXX+PDwTq3O3063vldCwG0fZ/NtqEXhsSey6KAWl8OF70oSh6OJtzqda9E3P82R20MZVXbRUKDmZ5muTW8u0o0rfVZA49wGzL4cjEj1NvzXv8hno4lCbRsxjhvFLIWRUFZXzHZMJakPG/IvLO8wG/G2Guum99mxp4xFZVeMK+e2C6I0fiqhxQurmwRqgEGTV6PKHXaqAteLZaL+p/ubOM7Dv+fT7/g/mh8Ydf6i4Y2hmmWsygK7o/HKPmYyLXSz1vtFrvdDlvtFhtxTD8K6Uchbd+j5VmoVeA6q0X0shdkq9M1VW1vy+Y2rSrSsmSSZUzSjElDBJ5kOeNm8TlMUsZpyqIoV4nKMlnRZxLi73LsdNoNz1WwN51S1hbSdtmC19mwUtg2iTyYzfnV3j6essW5a902O5022+02m60W63FILwxpN9LbsefaxMNY1T3ZbK9qBIMKfTqWy9tlUrEkdS+Tw3Fqx3jcjPU0y5gXRZN02iT0qmNqYVSCrtei5YY0NilI5EuTjZvbfULf5Tdf7vHPnz2iKCscRzLoxPTa4UtVtaQQOI7k5XpXL48LJxu61uRpga41QeStHCnrrLRs/axcWd2/LDxH0Qo83tkcEHouo0aVarzImCQZsyxnltq/SZJxMktWi00pBJ6j8F2H0HPfqMThMqOV0sJu3GY/W4HPTr/N9X6Hj3e32OjE+K5z4WpUUhV8Pjrmn4/2mBU5k8aAqzK6IZ7bhdq8lEyKvPHiEK+dbEyK7DW/8WnUVU2aNGMb+3gXNG9JFznTcYLrOXR6EY57dbCoblSojhdWhWqcZqtF+mUi9lxu9Cwx3FMvVmoYZxn3pyMqXfPhYIPYtc7cy8rn3nzK3cmID/obOFLwo/VNlBS80x08t60l/yN2Pe70BkSuy7woyOsKge2SrIURgyCkH4S4UvHX124yL3LrdNs4yy8vZjtxG6/h9LhScavT49/eeIdKaxwp2YhiduI2rZfIkdJUJjyl2IgjbvS6PJpMyS6ZKKSlVQV5MpuTlG9XlWq5GFzKvJZ1faa6ZNBarybz5WNPPffUfVupqvV5rzm9GCzfcxayMG6qUQ/H40t/l+Xi9niR8F/v3uPBeLySll3eKikaKUM7Hy2r4Wc7IMtK3FKZSYmnn1Pymfee83rVJLOuUviOWgknmHO5QG+/27KEsSZFQVpWT43lUxXFF4xdvaom69P75473mcea2yV8YTnWXx4POZzbc/uy8KCirm1V3hi+OhnRj8IzY/30OEhxdqysnOYLx/nZcV0+d/a9T73e3i6ruhch1EvhErvbjcKUh0BhqJvnFEr4uDLGGI1AIoWHkleDZ9ptW5z/RitCiHWezGbM8pwHozF709mrN/AaoY1B12bFy8zKikWzYB2nKQ/Gk2ZB6hJ5nu1uN78TT6nVuMDSUfq04r36vzYUTQclLcvmr1p1u5IGw79oOBpnOaLft/AaEZb31gf8uzvv0gn2+KdHe0zSjPQNFKyWi/dKa6jsuZSWJXldMUxSHo2ndAKflm+7HIHr4CsH37HdKnmm42gMp/PPU+OpqbSx3lu1Xo3j2fFMyoq0KBsZ/fLqxalnYvnbVSvuxsVi/2TGr794zOcPjrj3ZERWVDw+nhIHHlHgvfT63Yp8/vT9a7xzfe3S+/1ayUaRlUgp6W908IOMPCvI05K6rKgbw5Yl2exF4SqJo2yycXO995QdfFqU7I2m7I2mPDgec/dwyB8eHZ4mG1IQ+R69KGCtHRO/ITb9cm9te1QRBx6x73Ft0OHaoMPuoMO1fqchC71ebpeUpU02DvesIyfnZ7Ol1lR6KeX7+hf1s9j+142q0kzHCWVRsabkhZONxTzj0b1j4nZAGHtvJNkwxjDNMg5nc4ZJyjzPr1TRil3rr7HTbr/UhPEkW/D7k0Ni1+VnG9tcb3XYbXcBO4n9P7/8A/94YBNGJSQ/37rGzza2zyWbLyN0XD4YrHOnt7bySFhOZssftkSwHkbc6HRXFYrT0RcrDwGnmVSUENzpD7jV7dnXN89fhAQHltC+0Yq51e8zzXKOG2nI1w2bbMw4mM1JivKtqlIZY8ir087CPM9X3YaiOr3N65qirk4fO/N8XlUUtW21v+q1y9dZWdnlstugzfM8sstEbQwH8zn/2+dfrcwgl2Nt11oSV8pmUSPxnNPOh/1/A+lw1AoO4CmFJ888/9x7nv+/7zi0fI+27yOE/5RK2ykdcbVnV/rOFwnLl9PMspyjRbIap3I5VrWFLJyO9zPj1zxenvf8asyX42y3V9V6xc8zq71ghaFeJkCXiaKu+fJ4yN3h6Mzv8/TqaAtbsvHIcZ4eH0c+/9hTz58z5uc9r6zfiqcUm62YoJEeftVoKuHRdndpudfPeCyZM8dIsOzLBE4feLOqTr0gpOX7/Hlm59v/31dfv/Fk49motKYuLITuaL5o5uclVKoZObF0m3rmCNrDAzx9HpnVY8u55HROOSvbfJXz7LsSQoAjBO8M+qzHEa6S7E2mVLUmb+bbNxmnEKsFR/Okqf6Lc8bzmdE8M5bwovG0/z49ps3t2XF9o9/oavH14xP+w99+ymiaMF1kPDocr9brSwnqF8XOeod25H0zyYbjOrR6EUVWMhsnaK3JkhzlKAZb3RWE6lUVk7Ma70uirjEG33EIPQclBe3QZ7PTYqMTM16k7I2maGNwlWK9HfHO5oAPr22w1XuxGdxlYlkh8hx7Ie7GAd3I/kX+qz01zouO5/OLretEztuVGfuov4ExhiKvKPKS+TQjmWeEsU8Qeeja2ISxqKgrjR84jSa3Q1XWTIYLyqKi04uoGshcmhQki9zi+kIPp4HIVUVNlhaMT+acHFoDJl2/mZ9V3VR9745GTLLs0j9WwakB4/Vum41W/FLfgtj12I7bTPKUL0dDTtKEvfnMGjxqTVaV/Ghtg/XQMqpcqXCEsrjbosJ1bGW60vbCoaRcVbuKsmLWqG/0ohDPc1aT3XJx6UiFMTXGlJwSkmRjoFhjjDUVQkgcIZ8huS+ray/BXDa3Skg2WjHvDHrcH11elWrZbZjmOXvTGWtxxHr8dlSpKq15NLGylfdGYw5m86cq0afVpmcfO33u/Mc11XOV7dMK1tu8UGhjbCv+nOdsAmmr0c9Wwp/ugpx5TLzoNaevfXZbvuOw026z2+3w8dYaYb+DMRpD3XT0CkqzAAye7OHIYHVMBMsOSHOuCtksPk8vWlb1qETiIIWLeEUVrmpgTL95csDfP3j0/Hg1Vcu61s91ImptmrHUK7+kp97zgvPhbcNT7P6d/9yyUGDH7vyxWo7X2a6Xc2bMl+959nw47/X/5p1b/OvgpuUbXOg6/fxv+bzl09sAg0kpcI3kercD2OKGEpJ7ozF7k+lb+20uF4nfdcjStzGW1yffsfyAj7c2yMoP+PXePr9+ss8ktZCjNx3fBwjam4idtTa/+PgGaV5SlE0x7YIQtn4nZHNwNWbmhVcGru/Q9VoUWYnaG1GVNek8o7PWZuN6n95Gxy5GLxl2onTY6LZY78RoAzv9Dr97sM9v1D5lXeM5io1OzIfX1vnvP77NnS2bZZ1nxnLR+88+B5xWL8QZwtAlox+E/Pvdd/mzzWuX3sZF4lpsJ+U8K5mOE548HHL4ZMz6dpf+Wou6rCmLitkkJc8ruv2ITi8ibgVorRmfLKjKmq3rFVVZM5sknBzOONqfYLSht94iCD2EgGRhE435JCVd5ESxb6WQ30BobThcLPh6OGJyBa6GaBLHtu9zrdNhsxWf66+xjI4X8G63zy8PUn5z9KQxzHEptK2Qvt9f4883r7Ed2x+caQhkaSNTGPsevuuQlxaD6rsKJaTFdaY5T0ZTKm1QmzaZtZXOp88tQ402KUtoHTgIPEBjTIGtyzggnOY5+y6QXFTvUEnrt3F70Kfz+OXS0y8Lg00MZ3nO48mErXZMNwjw34IoVVlrHowm/LeHj/jnR0/48uTkdCfguYXHqhL1XHXq7P2XP//HjCWBvIYVh+j5Oer5StSz1bnzalXizH985fD+xho/3d5iELns9kK0KRsFIk2lE5LqCQZN25UIoeBsumE0mtLOkcZBCAeBapRfDFrnVCZFCf9C/gultsotv3y8x//jV7/l2QH+fo6zoaZ+q+O8fEUnCPj57nVbYf6O+DtttVsMGtf5TuDzv3/xNU+mszfO4fghvrlQQqAch482NrjR7dLyPYZpgjHW9PaHvODtxO1ra0Shh12qvd5B9lzFZv8bSjZEg++IOyHX3tmgM4hJZpsEsU9vrU2rHyEv6ah49j32MmUXYp6jaIcB3ThgmuSr18qmWuNeIbkBmCYZw1lKK/Dot19F+jZnbi8OK/CkYj2Mab2AuPumouXazstktGDvwQl+4PLuh9vE7QA/8BgeTUmTAj9waXVDur2IVifE8x2ytARhFceMgSIvOdwbc3wwpao0UsJ0lDCfphgDvu+wda1H3PJ58nD4RgxullEbzdF8wd2TEdPs8jyUwHFYb0VstVvEnrsi8r0oQsdlPYz58fombdcDIXClXFVMN6OYjTBmEFhC1tF0wXCR2O0KwSTJGugNsGpNgjZW7nma5WhteDyckBUVG52Y+JlumdYLyvoRlR5jTI4SLRxnC60TynoPgYuSHYTwEcJDiXZz/+JdMykEvShgp9umG4T4Sl1JdWeeF9wfTdjpdLjV719qG68Os8Lil7r+XuOaXxTPjc6rFlvm3Hc9FYKG8KgrSp2Q1Sek1QG1yWk5uzgyQAhJVc+Zlw9R1SFg8fyOCNEUZPUJYHBlGyUCJK7NQ5oOiTYVvurhyMgmIq/6nstxvqLi13c13sY4L6N+AwWh1+USLqHVz77/IuuEZbHPVYqdjl3oFFVNy/f46njIo/HEdqt+WJ2+kaiNZlLMSeqcrhvTcqxp8pvmai235zqKlvD5eGsTbQy/fXLAb58ccLRYXBre+0O8OKLAvXTCIKUg8K+GznntOmTUDojawaqg1BRO3kooKWgHPv0oJCvevOLNZJHx9f4JO/023Tjg1Xzzs8TJi31pR8pXSqW+yZgMFzy6e8yP/uwWH/10FwSUZc34ZE6WFqxvd1nbaNPuRURxkwCJFCkFWluMcp5V7D8ec3IwoTto4bqK2SShLGrqWrO92+f6rTXms4zRyQL5BnWstTGrZOMqnY3QdRsFipY1anrF/oWOQ9gQt3+2sXPua5ZbqLXhYDrn64MTNjst2pHPk9GMk3mCqyx0oawtOdV1LJxhKZ6QNJ2QVujRCp5JNsyCvHpAWT2i1mMctUkoBFV9TFr8psHVbyNFjBA+nrOLlDFwcddUKQS9MKSsNb0wwHccTMNnuEwsioL7ozG3+r1/sQvE73wY28XIqpxJ/hmlWRCoNTwxQOJQm4ysPEGbCoGVPvVVn8okzIqvMWhCtYUrWyhh5xRNRaObghQOgdn4JmgfP8S3LAxPJxvw+gmLALZaMYMopOV5bHfa/MdPv+BovsBUFfUP884bCW00x8WU43zK7UgQO8Frj9XrhO1wKD7aXOfdtQGDKKI2hk8ODjlZJD90rt5whL5LeMWE4Spx4WSjyEoWs5S60kgp8AKXMPaZzzKG+2OC2Gew1cVx1VPa05eJ5VuVlLRDj34rZLhIycunE46yqkly69MxTwsMEPkuQgiKsmpwu3bBF3ruqnORlxVpXnI0nXMyTehGDRbZ1FgKt7210BQFpgQKjJ6BWSDkGkJ2WWLoX9bp+CY11I0xtnPRCZmMFnz220fE7cB2L5LCXvqVxHXVagGcZyWT0cLCoqYZw+MZcSvAD1zidmhJVUrQ7cfUtSZd5FRlxd7DIck8J0tzdB1y1d6nMYZFUXA0XzBMUqZ5RnEFFarIc7nRte6q/gW5RHDR9ZBZwevyqkJkNK7f1sTnrPhEWWkqoVda3svQjeKReqqrp5AiaBIIjUBQ1UfUegyAFDGO2sCYGm1maJMhUK+NmZZYoYaNVsyNfpcnkxnDNH2tbSwjKawq1cF83jidvj1Vqh/i7YSVL52QVTW1sQl+pRMKPSKvRxT1BG3s/CqFhzYlpZ5S6wyDQYkAT/WRwnouSBxc2bIu1HpKqTtcxYPhh3izYRXRNJUpqE2FI1ykUNTGcsOksOalmrp5rEaj0aZGIPFlgBQOGs2yi2uMoTIVQggc4QACbepVslHUGZle4MuAyOmgcM7MW0vC+fnzxkp9RwjW4ogPzBrV+zXXum0+PTzm7smQSZaTlJcXSfmux6xKeZgcIjJDoSsKXVHqkp7XZt3vUOiKrC6IHJ9IBfjSwZGKg2zMST6l7VpVxK/nT3iwOGRWJgyLGS0npOWGtJyQQF2Ot/qiOB1XiacE760PkEKw2+1wo9vl7mjEveFoJRX7Q1wtzvrBGGMYThNG04Q0L1fFfIEg9B2iwGPQiei0gpXHxlXjlcnGUvavyErGR1PL2VCKVi/C9R2mwzl3/7DHYLNDqxehLgmlOi+WZPF+K8I/mTyXbFS1ZrLIOBzP2R/NMcaw1omRAuZZQVZUlFVN5Lv0WyGuoxACpknOcJYwT3MWeclOv33a7l0mFqZACB8IwKQYM8fUT0CfgGNARLBy/F4mHH/88EOPdjdkOlqw/2jE5k6X/nqLLCsQEhxH2oRQCrQ2K/na8XDBbJIyOp4jEAShR93VFHmJVJLuIAZgLAVFXrL34IQ8LcnTy0tDng1jYJYXHDbJxiy/GlEscl12e12uddpvnLQsxJJjJCiqekVKlVJQVpZ4tSRhVg3kx2k6HpZOKewEqo01ElqeOsJBitBCo1AYSip9jNaJfZ9s4cgNaj2iqvcwJgfhNFj6i+5708KWks1WzM1el1mWXz7ZKEueTGcczuYkZUWlDe4PPhHfqdDUFDohqzO0KRFCUZmUop5Q6DGFnjblFBeEwVBT6sUqMXGE7XQYU5PrE5ABjmyhdU2hp/g6+SHZ+DZFo/df6JxCZ/gyxJUepc6pTYUrPKRQlLqgNAW1KalMSaVLlFDg9PGkT2VKDAaJQpuaXGcIIfBliEBQm+baIGBRjRmVh7ScLo708SRPqVcJ8WpvKSUlgyikF/hsd1r8aHuT/+2zL8mritpMSMurGcR9l2NWpjxIEnKTs6hSFlXGosp4p7WNYJd5lTIuF6x7HTaCHsIJkULyJB3y+fQh16N1Ol7E3fk+n04fMqtSJuWC7WDAdtDHEeqNJxvLkNJeE99dG/Du2oCb/S43el3+01d3OZjNG0+Lf5ndq6tyhs/Gcp2mG5GNo9Gcrx8fM5ymjGf2+i+lYNCOWO/FmN11wsCzCqxNXeAq+3KhVZjRhsUsZe/eEZOTOaY2+JFHuxeTzDNO9sdEreCNHhiwX7wd+vTjEN91IH0aVpMVJXsnUw7H85U792SR2kV0URIHHrvbfbQ2jBcZRVVhDLRCj/eurXM0mXP/cHTqimhyjJli6ieYeg8hegjZB2oMFZiZfU29D6ZAqG1Q63xbEg2Abj9Cyk3yrKQsKitLG3l0ejF1VdPqhPihh3LsYjiMfTZ3evz0F+9Q5CVrmx3CyKPbj1bKVcqRFnIloLfWom5++HVl1a063Qjviu05jVWh+vpkyOQKXA2wUKHYsypUW+3WS1WoLhNCCDY6LdxGa13AygCoNmfUqLAkaswy2bCP+a5DJ/RRZxMNQIkIz7mJY9YbVaoay1coVwRxQ4UQHq5zA0euXbrNrZpk4/agz4Px5NLHwhhrUDfNcx6PJ3R8n81W/FKZ4R/i2xUSl5a7wSCI0c15FjhrDbHbpe3eBpo0WZxWpA01tbFFASkUGkPobFrDN2cD3/TxVA9PdZGvwSv6Id5eGGOYlicU5QwlHKRQzKsReZ2S1ym1KYmcNoGKcYSHFJLKlNSmQhuNQZPphKSeMi6PkUjW/etIJEk9pdDpalEjhCBULVpOb9UtyeoFJ/kejvRQwiGUMaHT4nVEs4UQ+I7Dehzxr27dYLMV89WJlRi+PxpzOFtYL6s3JFryrY4GVFGZmqQu8JRi3e+yE67hSkVa5Xw2e7iCvLeckErXaNN4i9Q5syrBkYo1r8ua12Hd73KndY3329dtZ8MJ3lqicV6sRREfb27gKsXtQZ+7wxF3T0Yczucc/QvgcighCF2XTmANJn+2s81GK8ZvhGUuG0VZkxUlnz844tN7BxxPFpxMkmbdfgpO2T+Z4UjBp/cP2Rq0+ej2FrevDQg9B8+9fOH2Qp0NbTTpIuPo8YjDh0Pb3XAVQeQhhK2Ql0XZkLffnMqFEpJ24DNohYQNyVc1ngIIQV7W7I9mHI0X9NshriOZpTlFY1/fiQJubvaZJTmPTiZM5hm11rTCNW5t9lBS8GQ4Ox1Ak0E9wlRfY8rfgboG6joGCUgwGYIC9AFGj0FECNm4dr/iHFhVXM7VYL66ssbSFKrbj+n0Ijvhm4Zk9xICdxT7RLHPxnb3+X0GhPKGAAEAAElEQVQ+I40m5GmLe7lt+8SbSTCXXI2vjkeM08snG0szvJbvXUiF6rKfsdGJWW9Hqx/o6hRqXnNW7Wx5/5VGWjLGk/GZR54+K8r6kKK6b7kbcoBSfbik7KTTJBu3+j3a/uXFC5aqVNMs5+FkwnorZhAFeG9Qc/+HeLshhUPkXGMQ7DaPnJ6nobN5zjuePi/zesKieoTE4DmbeKqLpwbWGI7nt/lD/PHCYJhXI8bVY9rugEC1GOb7jIoDsjqhNiVtd0DbHdBxBvgqotYlNZXlaYqajAVpPeNJ+jWO9Gi7fVzhk1RTZtWQrLYLQlf6DLytVbIBkNUJab1ojAFd+t4mgbJy4hc9RZbJhu84DKKIH21t8MXxCb/bP+Rv7z2krDXjNCMtyxVk5PvS8TirkikbERNHSpsE1gWhE9uEIeiy5nf41ehLfjX+itgJ6LoxeV1QmRrdwNsyXTKrUhyhGHhtel6LNb/N7XiLjzo3ELwZCM3rxFocsRZH7Pa6/OXNXf72/gP+3nvEJweCWV6szPa+T+MqzyifBq5DPwzY7Xb5eGuDn+5ssxFHK2Pfy0ZWlIxmKb/+4jH/8e8+pW5oBv12RK8drIwMx7OUWZIjhKDXCqxkfztEdqK3m2wsE4jOoMWdn9xgc3eNqqxwPYcwDpBKgIH+Vgf3DZNPHCVZa0e8uzlgNE/Z7rV5Z3PAtX6XyHNxlKQTBWRFZbkFQtJv+ZRVzXiRPmfAp5TAdVzSvOTr/SEn04SirFZ4QGPmGL0Hem4PjYhA9kGPQA8byVHFKVdj6QDePHaByOuKcZ4xLTJmjat0pfWV041b7T63u6dqQKuF7RXniRcukN/w/GOW/hrDq3U2fEexFsVsL1WorvgDfVU8u+mXylReMaRo4aldQCCEixDhpT/BQhIirnc7dAPfKm9dQY/cqlKNudZp8+7gbalS/RBvJ652ljoiIFRbgEYIx3ZEVsnmD0nGtynsgkZalTFTkuvELnBUC79Z9DvCwxUekdMmVl1ynZLrhLSakekC6jm5Ti2Hw0CpC2pRk9QzSl3gSs9uQ/oo4VLqgrSek1RTlHRpOT1KnZPpBZUubNfjNZyQnw1XKbbb7RXM6mfXtnk0nvB4MmVvOuN4kTAviu+0gMUyuWj5PmtRyEYrZqvd4qPNDX52bZvSSdivspXkuxKnHMFlwrXsgi99J5aF5Ofn/G/Hb9ZVkgiXjzY36Pg+H22u83A84dFkyt5kyuF8wckisd/lj72zlwwlhVXOjGM2WnbdstVqsdmO2Yhj1uOIjVZMJwhWyIjLxqPDCb/+4jHjWcrNrT67mz12N3sEvkvgO9DI+Wd5yTwteHQwYjhN2D+Z8ss/POBPP9ilHV2+MHmhZEMIQbsXc/vj61RlhdYGz3eJWr5VIjoTpnHdte+92E6snJOfeYOSkkErsp2TSjNcJGx2W2z32oS+iwR6rdA6wpYVvqtY60RUdU2ta7yGm7B0ag1cF9dVVLXm8fGUJLekx9XnmhSjhxjKhpPRRcgB6AnGzEF07OMIEK69pW5uz58sVzi5xnl4nGc8nI3ZW8w4TBfMCuuGvGxrXjbENbFKNt5oonHONt4kVG5Znai05nix4N5wfGXJ2+1Oi612m8jz3qqe/NsnQT/7e4hRT3U+Lh9KCPpRyE7ZbvwxHLKqulqyMRzzzqBPUddPQSl+iO9KXHSsnj0vA0L5zSnu/RBXi2VXQRtNqQuUcImdzhmieIUjXSLVoeX2cGoXUxkSpuR1iqam1AUSiSNctKmpTUmpMwwaX8b4KsKTAa70qU1FqXNykxLjEakWCwxlNURTI4VCXjHZ2Gq32GzFfLS5wSTN+PzohD8cHPHb/X3ckyGH8wXzvFgttL/NHY9lhVs2TtcSm0Asv+c7gz7vr6/x0dY6twd9bvS6PMmOOJ4es0RJ1EZTmXqVZEghkUKiMRS6pNAluXaozbLHYVYJjUA050aFEhKDXDlvf5PhKoWrFO+vr/He2oBRmnK8SPj13j6/2dvns6NjyrqmqHUjO//tHdfVsV2Nq+V8ekrRCwPeXRvw/voaH29tcGdtwE7HXpfPixdxZF81PntHE/7+9/fpxSG3dwb85Y9v8ouPb67sJJbbNsaQZCX/7ZMH/OaLPQ6GM4aTBbubPd79JhzEpZL4oYvrKYwBpeSKZKwrDcK63pZlRZ5XOI7E8xyruqP1c1LgylEoJamqmrrSeJ7C9Z7eHSkEgeey1o6RUpKVJZHnEQceoWflPq+vdei3Qqpa40hBFHhoYxi0IwLPtbKnseDD3U2qWluSbjMoVV1TVDVr7ajxYdhEun/ScDdKhOxbzobrIdQOCB/EEruoELLXHMKXT5S1MRylc359tM9no2MezSacZAlJVVLU1aoleJW43fnuVpMXRcEwSRkmKeMsvRIZLHRddrsdrnfbBG/Bzfr7FFIIfKXYbMVc73bYn80v3VVaFAWPJlMOZvNV0vJNt99/iB/ih3hFCEHb6RO5S1lTgWkKXUuStsEqUgUqRiDxZEDLETjCpevltiKOptYljvRoOV0MBl+GaKNxpIcjHKRwUMLBES6u9AlVi9pU1KbGES59b4tIdd6ovKoUgshzudW3ZnG3Bz2OFgsOZnOO5ta/4XiRcLJImGQZSVl+q7gdjpSErkvb9+gGAd0woBcEDOKQjTi2EKPIwowGUbjqSi+hVeNiwazKCKRLoDzSOmc32qDlBLTdkGmZspee0HNbtN2I43yC0yR7QghaTkjbDXmSDcl0yZrXoe+1aLshoXq7XmGvitB1WY9j/mRnm+12iz+9vsPhbNFwORYczRecJAmjxDqRfxuSDgErQ8pO4NMPQ3phSD8M6EUB/SCkFwb0o5B+GLIWR/TC4JVrF4tkNyw1NC9yqZ2nOU+Op+ysdfjZB9fZXus0zYRn9lkIXEdxc6tHUVQcT+YcjRak+dXU3i6sRiWlQHpO469hVpYTVVFZWVUpcFxFmpXM5zlB4NJqQVHU5FnZcAeag2QMnufgeg5ZWlAWNe1ugOOq1ZddfmYgHYtha4Xn7t/WUknqTDfl2QzP9xw60WmWePYkfBpLP0CowZl3Cqy034DXNfNbRm0MWVWyN5/xX/fu8/dPHvJkMWNRFSghV1g92/mwi+zl41KIFb9DY9WLlqrlSsgVXtOVknF+NVL1HzPyqmaW5ZRa40iJ40liLgfJs6TnHte7nXN/sMZYsr8x9k8IFymCK7Xxv4uxvDj5jsNOt81764MGini57cnGLT0tLSzwKsnGaeKt0San0jOkmOKqOZGb0PZzhPAbA7lXq9h8F2Lpzaa1pqqs2IDWZlVpAlYVKCUlypE4jbreZb+9pxSdwG8gqW+PY6O1sd+rrKnKGtdz8M5YzZ+VnZZCELku/fC72SlZztd5VlGUF5XuboxqHYnnOij1Ns5nSzqVCEKnh6sGK+iu4PmT6OxvSgofR1pY1fNbPX1d111/4adHtOl7m8zKIaPiEE/6tGSXSLXf2O93OaeFrkvYdbnW7QBWnvtwvuDxZMq9oZVTvTcasz+bMUzSVXHkFFpkVou55Xpl5bC1hFy/aB+e2Z+zjy0XdkuJX7n6/2knI3Ac+mHIehyx02mz02lzrdNmt9flVr9HLwjwHPVCA+KkzkjyfCUmvBn0uBFvECmfQHkMizn3F4eM3QVtNyKrC2I3wJUOUgjabkTfazEtE0bFnCqqcKQkUO43lmy8qPAaOM1aMAp4f2ONvKqY54UlkA9H3D0Zcm805vFkyvEisTL0zbVIN2qjT43nmVt49Zg+az7NGe7Mc+MqRNOREnjKYasds91uc73X4XrX/l3rtNlsteiFAXL5Gzyzjj0PJbTcf23M6vogpcBR6pUJR5qVHI8WBL7LB7c2aIX+qTjSM9/RdSRba22qWvO3v7vHcJaSl1eDIb462dCGqqot2VgKdK0piwrdSHpOTuYcPR5hlMRrBxRlTZqWdLshddXm+GjG/pMxfuAQRT5ZVpLnpU02XEWyyCnLmvfe38Z/x0UpeanJ9nXXNZf4hNd+B0BSFXw5HvKroyd8NT7hOFtQG03fD9mJ23T9AF85DLOEL8cnAKyHEV0/oO36aGNI64pJnjHKEtKqIqsrrsVt3u0OuNnucrPd48+3rl9q/74NEXsu2502/8uH7/HhxuXbdACdwGe322WrMfN7Nko9Iq8ekVUPyMp7RO4HdMN/gyNaV/rc72qErsufXtthM44ZZxlJcbnqxfJiebPXZRCFb6CrUVPpOZPsvzJMf0ngjvhgY0I/WvCLwqft/5zYfQ9HdVEiuuJn/fFDa0Nda4ajBfcfnHBwOGE4XJCkBVVlvUtcV9Hthqyvtbh+bcDNGwN830VeUmpYCkkvDFiLQnabhdnbiHSRMxsnPLx7xN3P9nn3ox3+5C/fea6T7SpFy/P4t3feWTlGf9fCGEOSlvzd33/Jbz5/dKH3eJ5Dp+2ze33Aj390nc2Nt/Pdf7y9he84jQQ3b2yR/zrhq4iet4lAoITCkR5vmyPgKsvl8Jrb99YHTLOcaZ4zy/PT/2f2/qIoScuSrKzIqqqRXq0oG4nzuvFI0s1CdrnwVNKKtMjm1t63xQFHytViOXTd1W3o2NvY82j7Pm3foxX4tD2P2POIPZfYt891fB9Xvdwzqu+1uRFtEioPX3m0nICWE+IIhSMUqivZDvsE0sOTLrWxC8jtoI8Siu2gT6g8stpCzrpeTNsJ8eU3p0b1vHny2TTAFnwF4Eo7X9zsdekGAe8M+kyzbDWe08z+TbJsNa5JUZJVp2Nb1PVTSclyXFckfClxljwYeXrrSPXUmEaua/+85s/1iDx3NYZt36fle7R8n5bn2f979jUCS8xeErbBrJKHs9L5xtj7y6Q4yQom82zlDO57L1/OSyXwXIXRhjQrCc5ZH61GwFj1qjQvMcYmH1e9pr8y2dBaU2YVWmukkhR5SdKY+wkhOHw05P5ne+C5RBsdam3I85KqqFBS8mRvxFdfHNDuBPQHMfNZxmyWnUk2Cuq6Zn29zfUb1tTldYVsXhdL+OLXn/f41Q5wWpZ8PTnh9ycHPJxNWJQFXS/geqvDh4MNtqM2Ldfjq8kJ+4sZANdbXW60u+zEbbQxzIqC/cWMvfmE4yxhmKWshzHvdgf85fYuf7m9S+y+ucnAZvoabQq0Sa3cKgohPJQIEeLp00abHK1T6xpsNFJ4SBkhUMDLfVdEI/NmW6Q3+evbN9/Y9zgvaj0jLe8yy/+RafYP9MN/Tzv4OfDNJRvGWONIY0p7fM3rmRcK4aNk2BzfVxsWviwC1+GDjXU+2HhxVfIqYc+lZy8Wr/7NWuPCjEXxGfP8P9Hyc+6sZ9xeS3Bln83WLxhEu/jqOq767kIIl1EUFfN5xt37x/zzE42flahRzmRakOcGpQSBL9iSHje7bX7S3uTPbt2i34+JIu+5CtW3KfKsZHQy54vfP+bv/s9P0drwoz+/xbNT1hKj/Ysb1/nFje9e8WTZhRqPE2a/POHrvQcXel8Uwrbw+ak/4H99733uvPu0Ati3gff0phITTwZ43zC/x1USV3l0Ao9r3dNErqw1aVkxTjOOFnOO5gnHiwXj1C5Y53nOvChYFCWLorDc0NomHVVtqI1NPpbJhislrpKoZiHqqgZ5oBS+o4g9u8DsBL5NLAKbQLQDn35wCqEJXee1FRQFAomk40bciDabJCFCCfkUeqPnxbzD9lMqU2fHds3vMPDajcyxWXE93mScdi6e7SXYa4VFzpgz5soSgVXcwmiE8JDCxVECR1nD5u2mOGGahCEryxVk7nA+53iRMEpSJk1COc8LFkVBWpbkVW2TjlUyqQHboXCUasZV4Sg7pq5UeErhOjbZafs+3cBfQd66YUA3COg1t53AXyWc50VVa7LGWK9qRAw810FgfbsAXEcBhqKqLY1BCmaLnP3jKb12yKAT86q+k+c4tEKPqtYcjxf22AXuCkWzDG0MRVkzmaeMpglgiAMP17naefDKZKMqaxazlDy1GLjZOOFkf2x5FoHL+GjKyf6EsB8Trrct3EpK0rTg8HDCYp7ZjMp3CCPfksGlwHEUjquIYx/lKLq9CMeR3+qL5mUir2v25jMeziakVclm2OLfXL/Fj9e2uNHu0vUC3GZy+seDxxgD1+I2H/U3+Hiwga8cCl0zL3ImRc4nJ4f8+ugJha751dETNqOYn6xt4UlF6LwZNTBDRa3npNVdJtnfUNbHuHJA6L5HJ/gFnnr6YpiVD5jm/4282qPSY2LvY7rBX+OqdZRo8W1Rt/i2hDYFlR6Sll8zzf+RonryWu+PvR/TCf4CT23iyD7f7uNbo03ZtJwFoJok6eUhhIMj2wyif0/o3qbWC4r6gHH2nynrk7e/299wDEcLfvPbh/zhsyd89dUhh8dT5vPcet0sIVXacHg4JUkK8sLCVT/+eIcffXz9lVWtb0MsYWBCfh+Ab283npXQ/iGuGs8f0RVsKQoIXMV6HJOWvWbxWVE2xOOy1lS6bjoaGm2WCk8abXQDQzuFPssGQiMlp/cbuLPXJNSeYxesqz/HIXSdS8ubetKh7UbETrOeOAPRPhs2KXl18mj5O+aNJZlPh24SiWVSAWAwpkBTrK4TlR5T6TGO7OHIbnN/hu/sPLcGORtSCLxGFtkWMSPS0nanitomFqfjapOLZ4UD7DEQT4/paixtx0oKm3x4zXj6yrG3joPfjKnv2LXdywoGRVnx8GDMyWRxOkc2JPLlu86evXHoMejGZ+wILjZGg07I+zc3mCc5/8c/fMHH72zx0e1NWqFPFNjKjzaaRVIwmqX84d4+Xz0+wQB3dtfpxFcrElwMRlVW5FlBVdTMxwvGxzN0bQhbHllSUFfaJhFY8rWUgrrWpGnjPt0L6fYiOt0Q33eIYq+BS0lc1yEIXDrdCMdR37vZtdA1B8mCg2ROpTWbUcxfbd/gr3ZuMPBDgiZBOEhmRI6LMbAWRNxs9/h4sEnXtwNcafvD2AxjpBD85nifT04OeTAbc5jOcZWi47+ZipExFbVZkJX3GSX/B2n1Nb66Rjf4ayL3fTxlvUWWP4C8fsI4/c8sij9Q1IcMov+R0H3PqieJN6Oe9P2KilovyKvHzPJfkpZfAksulOUp1CZBoFAyQuA+zSkRELp3ULKD80enwL08apNS6XHTGfObztj5/Ktl2AlUoURM2/9zWt7PqPSUtPyatPz6e5VsLPkMw9GC3/7+Eb/53SOODqek2bNwNguzyouK0TghzQqm0ww/cLjzziauI1cXqG9bSCVwPYe4HbC21aHVCZ7y7fkhno5aG4ra+lq4jZHXWY+jp/gEzYLQYrzt/SWE5ykSqRBPLaKWy5hvegiex+NffD+efq/maR7leVVyVs8ZCjAGIVxoOu5SGKSqcKQmdmUzL7Wf2Z54ajtnt20oMKZACA/BWTjYs53c0229LW6gL116bsvCp6SL05goPvsbWwr2yDOL2uVuG2OoteUCyJWf2cX3YSUGxKny0nkcWk1BrROgbjgwNlnTOqU2C5QIkDKi0mPy6iE4oGREWQ8p60Mc2YIXJBvLBfoyiesEf1xS+0WiLGuORnMeHoxwHWdlJyGE7dzA03CqtV5MJw6a8dLoxjrhVQqQa92Yj25vcffxkE/u7q9UyPqtiE7Lrh1147NxNJ7zyd0DnhxPubO7xgc3N+i+gDd90XhlsuH6Dt21NmEroCpr2v2YtZ0+QoDrOSymKaPbU/LaUCu1avt0uxHrmx2UkiCwWr6ha3FplV5dbJaEx7jlf+8SDbBYvKQqyOqK2PPYiFpshDFdL8CRpxVeIawZXak1pa6p9NNknKVZ3e1OHyUkpa75cnzC3nzG3+w94K+2b7ATv1msrxASKewkWukJlR5bWeCnwqBNSqlPqM18ubd8LwfzDYUQHq4aEHs/RgiHUg8BC0er9YK0/JJZ/k84skfH/wWes2V5CY0xVuDcInBu4MjlhfHbG3m1xzz/J5Rs46ntpioV8Lr7LZYX6u/ZArWqambzjKOjKfsHlqdRXICIN5/nPHw8ZP9gwniSohxJFH6TuOqLRxhZ09A/+Yt3uHZzjY3tLq77g+njiyIpCh6PpxiswVnse3hKWRGRpipbaSsiUNa1rZorSa3t8y3foxME1FpT1LUVElHKvq+u8V0X/4+o1Pe60vhPhwZqjMkbeK+HEE4DRbWQG1slzwGDECGGgro+AFMj1RpStBHCx5iUuj5AmxSokbKDkpuAtMkJcpWc2H6AbpS7KqCirk+o9RFKrqPUOqz2pWxe42BVcapmXwLg7fxGYzfkuljHERJfLZON52ORFkznGWHgEgYurqMaiI7t1swWGWlaEgbWe8F1lC0CXyCKsmI6zzDGEAYenufgOc9X9at6RFp+jTYFIFAyQokW2mRos0CobVyx2aw9rECBEq3V/W/7Ne91w2CPfVUbDBWOkSilEJjVenp5CMuqJi8s5CrJCsYz6ye3Kvi/5NDsrHf5CyWJfKvYejJJ+P/+t88t3K+B7RkMVa0xxkKnPri5wU/e3eH9mxusda9WOH7ljOO4Do7rENY+VVVjLJzNKtdIQbrI6a63mU5TxtOMoqioKs1grcW1632C0MXznHOzrVWlYpncvubss1IRMFZXeqXewnkVlDcdAteRr8RW1saQViWFrml7Pn0/pOsHz3EsJDaZqLSm0DWFrp/yPFi28LbjFmthxOfjY1qux0mW8M9HT7jZ7r2F7ygRwkeg0Cal1gu0KTCmZjWpUzbPzdEmRwiFED8sJF4WAgcl24Suj+dsNhcnqM2Csj5BCpek+BRPbdAOfkHkvocrByuujBQBUsRI4fDtnXjtuVvWB8zyf8JVm+BhEyR1id+mOCUGfp+iLGsmk4TjkznD4YL5/GKqcllWkmUlJydzxpMFUeQRBk0xp6xJFgXJIqPdjWh1wvMrjFqTLgryposilSCM/JVSVF1r8rSkyEvKZl63QiFWutzzHYLQw3VtNW65fQv50mRpyWKW2euGMbi+w7Vba8Rt29l4WRhjqCtNVdXkqRUVqStbxVtW6qW0HZMo9vED96luSV1p8tzue5FX1A3WWQiBUhLPd/BDD9dVqHMWRH/MyMqK/emcqvGrKaoKTzlUWpMU5cqTqdSaoqpxpMBzrH9UXlk5d60NWVWRFiVhQ1xdQkaEkFdONpaKOOfFkjS96sZwSuutak1RWT6no1QDNYLlPGYX8xrMrDHXbd4t2yBim2SYHGNSDCVSxBjjoM0cTImQ7eZ6NcGY5fMZVfUYMDjCQ8gAITybbOhDtJ7YjpDJEDgg3CZ5kc21zEHg2EKbKTBUYCqqeo+qfohRdtEshN9st7BzulAN16DCLqp72CXXm+vqLdc5Lg5tEdl1mXne9buqLQF5Ok85PJnT74arTqijJHWtLU5/mjKZZ/Q6IUKGSClRxnZVtTGn0CL59O+9rjVJWjAcLzBA70xl/tleTqVnZNWDJslzcNUAT2lqnVDpMUp2EUI151jZeIUoDMv79dNKat/1aOZmq0an8F2b5Ekpnupo0BDEvTMqhKsOFHD6Szs/Bp2IXjukquxYf/bgkEeHI8rSQsqaXcFzHVqRx/XNHh/d3uKDW5vc3hlcuc534RlHSIFyFLrW1FVN2fhjVEWFlIJuP6a33sY0eMYw8ghDD3URUskVvoQBirpikRWkRUVeVvaHpc9zxnxzoZRkq9ti0Hq1Es4SB6iEfCF+TzYSaXldkzZKCeepREshcaWg4/lsxS3mRcHj+YRJ8ealbwW2syGF30y+hlrPm1ZnjDYltZ5S6wSBgxS2Yi1YGh7+EOeHaC5qAoUC0fzQtYOWJVKE9kIlHJSIcWQXR3abKhs2obuAv8sfPwyVnpNVj5pE6dsN+fpjRFnVTCYpk0lKeQlpwTQrGQ4XdDsR/V7EYpoxHs755J/v87tf3udf/Q8f81f/7qNzVf7KoubLT/a4/+UBYIhaAR/9yQ2u317HGMNilnHv8wMe3T3i4PGI6Tihrqx0bXcQc+3WOu//6Brr212CyFtVQOuqJktLvvzkMb/6u6+YDBeURbXqZP/ZX7/HX/9PP8YPXnz+GgOzScLweMb9zw94ePeY+TQlWWQIBMqRhLHP+naHn/z8HW69t4nrOat9SBY5j+4e8fjeMY/vHzMZLlayu61OyLVba7z70Q7r213anXAlu/5tiNpo0qJkluXU2tjFoDakZck8K2gFHludGFfabketBWVdr669+5MZd49HluCcFfSikEEcEvtWBedlKjQXDa0NeVWvYDNC2IJYrQ15VVk+hGuXF5XWK3z7eJFxOJ0T+y6DVkTgOc8kPiWYHJ3/Pab4O0CDcBDev0a4f0qtT6j1GDuXSEzT3S2ruxiT4rk/QsoBWo/RekyNsFwAPUGICGvCa8NQo3WCNiVCBGizoKi+RIoQIVqNRHrSdDU8jEnQetbwzxRajzF6Rs0TjEk57egvcUk2MbEFuAic2ygVNHP3mznfDBbqnqQ5k3lmFZIaR+jAPx3nJC2YzFMOT2YcDecoJQgDD9+1vmmzJGcySzkYzpjNMxwliQIP33Woa80sycmLynJNXAe/6XpAM4fNU4bjBQfDGY6S+J5D4DkYc94SUzcJWbW6likRUzGn0iOqemghU3pIWZ9QqRNK3aesTyj1kNqkvGph/V0KJQRR4LLei9le69BtNW7hwv7OgBWXudYGz1HEoUfV0XTbIYHnEAbuKxPY5W/0+maXMHB5/+Y649k7JFlpPTSETfzjwCMOffqdyP61wzcCKLhwsmFMU61KcuaTlDIv7YFoFvStXkRvvfNak/ZlOhnLVnFalE1yUbLICyZJxjwryIqKsqpXUmZvK3zXWTmcv8Y34DlxniaUkATKYS4KZmXOoiypz9n/ZYcjcj36fsisKDhKExZlcenv8uIQDZTKBeEihKI2C+t7oHyMySn1CG0ypAhQIkKbRrnqnK1pnVGbtGmXZpYkZnRTAVJIEaJk0FTuz8damkalwpiC2iR2O02141SkWiJxkTK02xTBcwpaL4qlelKtZ1R6ujwMOKKDai5sV61KLUldAgni9IJg0CgTIoVnYUMopPSRIkTK2I7DOVHVFuImhNsohkUo+fR5acmMKbVJmole46heA8U6/d7a5JR6iDElruwjhIdujrNeVvUAgduMV4gS0er41npBpSfoxhgzq+6R10+QIiCv9mzlD91cwGm+W3TuPr+pMKayimkma75/c74IOwZC+E2rPrQJc4Or/iaqZnWlmS9yFovcdg5eM4q8YjpNyTIr4FFVNVlScPfzA/7mf/89mztdfvLntwgijzCyv6llNbQsKh5+fciv//4ropbP5k6Pm+9u2irlPOfoyZiv/rDHV58+YXQ0ZTHNrHmqq2h1AhazDOVItDZs7/ZRsT1uttJZM5+mPHk45PDxiMU8J01y8rSgt97ir/79x+d+H9Pox1dlzcHjEXc/3+fe5wc8/PqINMnJshLZdCfC2CNZZNy6s4VuWv91rSmykuHRlLuf73P3s30OHo+YTRLqStskJfKZz9LV57jvWh+CbwvnRTfXuHmer5KIoq5Jy5IkL9lox/SjAOHYyqeUtiteN7y+UZJyPE+Y5wXJUsa1KtnptGn5XtPluto+llozSzPSolwlRKHnUmvNIitAWA8fhE02HCnxlMPxbMHeaMqgFRL5rl2Ynp2aTY4xE0z1e+rsPwJL9aEeQt1C6yF1PcJCpsCYDDBU1T20SXHULkK00HpEVR9ir7kVkCOR9nqz+izdwIILwMWYHK3nGNnFUZFNevQYGnlYrWdoMwYchPCg8WrSZoHRuulQ1yxFMIxJsebAIVJ2kWYDZcpmfnlDyYY2VHVNkpVMZhlGa5SSDLoxnutY4+KyYjxLGU8TjkcLDk9mtCKftZ4myUrK2uL0R+MFx8M5s0VOpxVQlBFpVpAJwXiWkKQlSgqCwGXQjTE+lFVlCcXThJPxgqPhnMB36Xdiaq05bwkmcFGyjTQBUgZWvlx2UHpuoWbCJohAsw4Q9jgikMJvuk3fHwkFpSSdOMB1FLtbPQad6Fxi+LP3hRAXgjYt5/uirFfeP+3IJ/AcNnotW6jP7dg6jqLfDum2QnzPEt7h9dfq58WFk42qqEnmGQcPT7j/6R51pYk7IarZma0bAzr9FrzFClGtDUlRcDxd8MX+CfePRjwZzRgtErKiomgqLUtVAczbq6W2Q59eFPDBzsslQ61Ls4MrFVlVsSgLKvP8osKVkpbnMcwSTtKEcZ6uqkbnhRICTyowtl3+dlxQNbppJzuyixQRlZ5S1VYhQpucsj7GmBxXDdAmpahPbDJwztaK+oC0+pq0vEta3l0tYqWwmM3Iu0Po3iFwbuE7116wTzW1nlPWhyzKP5CV92z1w8yaSolEigBXbhC67zZ/d3DERfksNcZUzIvfM83/zrZwhaTj/wXt4C+Q2Lb6tykWxe8Zpf8nrlrHV9eIvA+JvA+eeo2hJi3vkZZfkNd7aJNZ2V//z1avMJTk9R7D5D9Q1icMwv8Z19kiKT4lq+6SV08aXo7BlWvNsf2A2PsQR3QByKr7jNP/i6J+TFVPSKv7VPWQxBSUeogj241ogJ28Qvc9Iu99YvcjIu/Dt3J8ar0grx+Tll+TlF9Q1kfUeoEQNsH11A6Be4vQfYfQvYPE55u6iNkEQVM2UKPXDa0NZVlT1/a9cTtAKUlvEOP7LotZxqN7x2xd76+SjdXnljXDoxlHTyZ8/Gc3ufHuJnEnIE9L7n2xz9d/eMLXnz0hSwo++tlN1jbb1rg1KTjcGzOfZfzz//Ulo6MZf/0//ogg9FbmrlHs8/6Pr9PpxRw+GXP0ZMyXv3/Mp7952OzAi79TnpXMJwm//6f7/MN/+YxuP+bGuxsMtjr0BlYgwxjDYp7jeQ7r2x28wHo0ZUnJk4cn3Pv8gC8/2SNd5Hz0sxv011u4nkOaFJzsT5iMFvzyv37OZDin3Q1xG5PZb0GusQptrNTlciEf+x60YBCFDOKIvKyYJBmR79GPfGZZzjjJ0MYQ+559PTS+AJJuGLDVab3SnfgikRUle6Mph5MFSVEQ+R67gy5KCsaLjLQoyKsagZUPXXoUJEXJLM1pBd65C1HMHOoDjD4BPQUMRnigTzD6sCnA9Kjrfdu9MHPsYjS3kCVTYMyUWo8xetKQvgXGVBhRskxSbDQdClNjzIgGmIIUbZTatORvPGp9RF0f26RiVdRaJkFdhIwsN8Qs0HrB8hqCsAUZISOk7DQJSLnqUL+JqGtNllcUZY2uNYfDGQfHM96/vcGgFzGcJDw+GFM3yfhklnI8mrO90cEYw9FwxjyxhYplUjKZpVzb7FJVNfuzlDSzsr9ZVjKdW9uCD9/ZpN0KODqZMU/yhu+RM5wkjbzqi7u0nrNJW/y8GQtlizwyQokQz9lsuvmWV+OrayjZQskWkfDwzU1cOeDb39W/eHiuYnu9Q11r4tB76srzvJrY5cIYGE4THh9NOBzZ7laSFSR5uVI7jAKXOPK5vtHl+kaX7fUOa934jV0JLzzr1LUmzwpm44TjJ2ML+2lwstBAhd7QTj0by0rPLMvZG075+nDI7x4c8MWTYx6ejBkt0hdm0W8renHAyfzOK1+nhCB2XQLlUNQ18zJvDILqlVM4WIOanhfwRCqO0wVH6YJhltL2fELHXb1umUgVdU1W2yTjbV0fzaoqJHFUHyXjpuI/bio6GWV9gjYFrlqj0nOoT3h6Qodap2iTklZW6jWvHpNXe6vqt4VqhWizoNJTrL532ExCViVh6f1R6wVZdZ+0/JJF8TvS8j61mTedEt0QiV18NbdJhxqsOBEv/a7N9ks9pqyPWBSfMM1+iSPbOKpPbRbNEfn21VLyeo9J9ncEzg1qN8V1Ns55laasj0nKL0jKz6n1nNj9Eafi3AZjaio9YZb/E2l5F1dtEup3SMsvyar7FPW+HWNqKjVrju8GZ31CtMko9TF59aRpgx+jTdacEpJaL1aiAwCO7FDVm2gnf+PHxZ6jBUV9wKL4PUnxBVl1n6rpxtmFRUCpR5T6BGMKlIhx1ZqVbP4GVp4rZfkrzF1n/W/9wMX3XXqDmN5aizwrefT1EVFsOxfLl+ZZxXyaMhktmM9S2g20KG4FZGnBg68O+eKTxyxmGd1+zJ2Pr/HOh9v4gct0nPD1p0/44neP+ey3D6lrzQc/3aXdiwgjD+UolJJs7w7Y3h1w+GTMo7vHzMYJX/z+sd2Hlxza+SThycMhD7465MGXh/zZX7/Pux/vcPPdTbZ2+xauU2uGRzOqsqK31sZtIDtZVvD43jH3vjxgOkpo90LufLTDrfe3CCKf2SThwZeH/P6f7vGHXz1AKcnHP7tJqxOiHImUf3w4lasU3TBY6f27jiR03ZVcaivw6YcBs6xgkZfEnksnsLLyi7zAcxzLZ1GWU7g0LetFId0XOrMv+Y816AmYFEQAwgcRPLdArrRmluaczBdMk5x26NONApQQDOcJ8ywnLSuUtD5KokkQy9ryTMpav2C9oLFQqiXJ2j5myeA1UrRABhizwKw4FhIl1yzcSgRYrkWAkG2kaAMSbbyGGB40lXFhkwXZtR12nTXQ1QApB0jZw+gUI9KGi6EQxgGchvMRIkWMEHFzP8Domf18U2FMjRDhmddGq8TnTUZZ1SySnEWSk+YlJ+MFdx+d0O9GaG2YzTMePhnRjn363QghbDfMNPzW0TTl4HhKvxsRNrCrJUG4qjUn4wWjyQIpJVVVczya43kOu9s9pBTsH89I0oJ+N7LGc9qiT142nzmygyPPMRGVLTy2VneVfNr7ypHfT+NdRyl6V1R6Oi+W/OXZImMyz/j68QlfPTrmaDzneDwnKyryolp1SQLfJQo8JvOM4TRhnhUUZU03Dogb8ZGrdDguztkQtg4Qxj6buwOiVsD1O5sEkQ/CEgvfFu610jXDecLdoxF/9/l9fv/wgONpwjhJWeTlN55ovE44UtJrSOH7yZxJkTEpMhZlSey4yIZgHjouG1GLB7MJ96YjHs0nfDo8QknJ7XZvhWutGoWRYZbyaDYhqUtanveW1EWWFRwHVw4srnKZbFCuFpba5DhygCNHWKG/pSyhjbI+Iq3uMs3+kUn+t/hql27wr1CyjRKtJoGZNFXx/2xVKowmdN/Fl8sOh0abjKLeZ5z+J+b5bzDUKBkTOx/hqo2m5aqbBa2PqzZwZP+ClSRbjUqKzxhn/5WiPkAKl9j7EZ3gr/Cd68h/QVyUSk+Z5f9AWR+hZEzkfth0QSTa5NZUSfbw1JaFFDThOzcYRP8LtZ6iTco4/S8cL/7fBO4tOv5f4DvX8dTOaiHvygGu7OOqqznHnxf2fDlkUXzCOP0vaJMTuLdx5c+bC5mmNil59Yik/HyVsC67LOItKcecDSls69pK177++5US+J5CnRWqENBda/HO+/bCff+rQ7Z2+6untTFMRgv2H49IFwWO69Bbb7O508MPPYZHUx7dPebJwxHvfbzDez++zvXba/TWWigl8HwXP3AxxnD/ywPm05S9+yfE7YCdGwPCi6jXvGi+NnC4N+bTXz8kS0u2rvd5/0fX+Okv3iFuBQSRhQEZbdUQjTaE8ek4ZUnB/S8P2X80ZPNal1t3tti5sUa3H6Mchesp/MBlPk35/S/vkSxy9h+PbKIU+xdW3nmb0Ql9PtreIK9sFV0uibbCniNLk7hWYBf4nlKEnkPse/TjEFjK4TawsGbRsex0vDRMgi7/GVPdQzi7CHUdoa6DGDz1MiUEgefS8m0XMHQdBJbcPk0ziqomdB2CxlG51oa0KFcEdkt8PQ9jE4PcRMg1kN3mwQAhNxHymiWAixApOhgnbRT6hFV8ErYrYTsKbQzFij9oKC30U3ZOExLZwnXu4JjdJpkR2GQiQuChmaHNAvBQahchLIzKUds46oad91ZqVQqjqiZJ0k3hy7EJEKq59TiV3n0zkRcVw2nCeJoym2fM5hl5UVI1KkZ5WTGZp6z3W9y6NqAoapK0IAptcprlJbMkZ3e7z42dHlleIYUk9F201swXGSfjhDCwsHHPc4gCDykEZVnbroY2rPdjICZJS4QUKz7HD/HHiyUk9atHx/zDHx7y4MmIh4djIt8lDj06UYDXdVZiD3mjcPWHuwf8/qsn3NoZcGd3nZ9/tMsHNzeuDKW6kKlfkZcsJinT4ZwsKVCOwvEdxFmy81tYgy0dWZO85N7RiF/fe8Ivv37MZ3tHlNWrORlvc1l4UTy3qxTrYcxGGHOYLpgXBUfJgmGa4MatlZpV5Lrstjrcn46ojWFvMeOfjvYodE1aNYmJkCRVwazI+WpywmG6IFAOG1H8Rh3Enw6NpEk2ZNwQt5adjXzV2fCdHUp9YvGoz4xLUR8yz/+ZrLpHrRe43hpt/+e4coCjGuJXfUClRyTlF6TlV0jhoWR7Bacy1JR6RFY9YFF8Qlp9Seh+QOjeIfZ+QuDcQMmoqc6PMaa2eFDZbS44z4bV9rbZkaasRxT1AUn5B5LiE5TsNNv+MW3/TxE4/6JUtowpKOpDHNnFd3YJ3Xfx1DZS+GiTWxyzkCjZeopL4soByuvY6h5Vw9NwceUasfsxkfchgXtndSwb+yveRlvcygjfJS2/pKgPcNSAyH2P0L2DK9cwVFR6xhRIis8oqj3mjb9H6L73jeSVUgkrQxla76HXDddzaLUCgsB5inPQG7S4/eE2Tx4Oefj1ER/+yQ2r5CSE1VI/mbP/cEhda7r9mG4/ptUNqSurUHVyOGU6XtBfb3PrziaD9TZRbNtgnm+I2z4nh1Oilk+yKDg+mLC+3WVju/uy3T2NFxxbA4xOFjz8+ghdazZ2emzfGHDt5vPJqB+e4Ts1c06elRw+GbP/aES7G5JnBQd7IxaLpwU0FrOMsqxJFznDo9mK0/FtiMB12e66q8oknI/ZDl1oB/7qudB16YRPH9qVEtQrFgr28BWgJ5jyD5jyN2AWdsEsB8+93lGKbhSgtaFTVrhK0gp8srKkFfgYDO3AJ/JcAtelrGuSoiTMS0KvpB14uEqhnnVVFiFCDhDOHaT78+YxD+G8i5DrIENbVJKdZ47G2VvOJCrLo/AU2r35XwAqeMnzEiE82+0QIVrO0TrGUddwnNtnrgfPHvHlreBtTyJ5WTFpoE9JWpDlVjVuiTQRguYYn0qanlUwksIa1C35TtCQkZvnl14ZZaWphUFJS/52lLRKVVKsFrVwSkJ+U3HWbdxyYFKMScCkjSqYdRm3fjLNdWQpoNKM3fIP3Atfwy2vL8eYpOmi5WAKThNJ+1k24fQRooUUccNtfT2YnDF1w1XKms9KG87KqUjQkt8p8BHSChgI4Tff6fzrRpKXzOYZXz0+4VefPybLSwTQbQdcW+/SCn3i0Mrgaq2ZJwXTRcbe0ZTjyZx7T4bMkpy1TsR6L6YV+k+JDrxuvDLZyNOCo70Rx0/GnDwZk8wyyqJieDjl6PFodYHcvbPFe39yExW9uUWvAcpaM1qk/PLrx/zNZ/fZG01fmWgsJ9ezDoxvOpR8Xl7uvPCVw7W4zY12l7vTEWlV8mA2ZrfdoeP7qySh7frc6a3x/2fvv58ku7L8TvBzxVOu3UOnlkACqEKprmY32WySwyZn1tZsZ8zmh50/cc32h521VWM0zg532GR3dXUpFFAAMhOpMyJDunZ/6t67P9znnpE6UgCVVV3HLJAID/f3nj9x7z3nfMX98ZBEB+xOJ/znh3e4NTzi1/vbNIOIWAf0szl7swl3RwNGeUavlXCx1aUbvfs2HHiIx8IXQoqE1N3zeNhjMCopIrRaQZt9nucOnZsdhtnPUaJGM/oxzfAH1INrFTE3RIk6oVqhMP0qgekzyn5BElxdbsO6jKy4xyy/TmmHaNmmHf8zWvGfE8gVlGxU+3Zo2WGhVuIhWs95QISspGPBusJ3VdL/ncIcIEREPfyYdvQXhHrzD0T56d2GEAGBWiMOLlIPPyEJLiBF7Ct4CzMm4VW1nkzmJBKNEwKcrK5JNekKhRABUgRP3SffzqRc2hHT/AtS85BInyIJrlILPvJdKhHicGjZo7RDinCPtHzAvLhOHJxfEuG/7Qi0otOu0W4nr+09IYR3k11fa9FsJE8sKLsrDS5+sMXe9uAJNSavKOjo74/ZuX9EFAecvbhKs+PHj2yeM5uk5Jlvr9caEc1ODf2UQ7kQYqnsZEpPKJ+O05Mv2F84fDvSec5oMKPejOmuNp7gmrx0kxXhezZJ2X14xHQ858bnD0lqITp48vhH/Sl72wM2z3SZTVKyefFGnJlvO16F2X7d318cFuwEZ3dx5i6uvA1yDafOIZ4DQ41DzVa3yUrTw3WE8PK7xlq2Oi0crkomPFfDVovZhT9IEgU04mhpWvY4Aj82h/8MoS+w4FEIuQGyDs+MGyeNV733eQqRTXQlLy5QSHrgNis41Kvmg++mA16UfpE4T4sKvvTkPdxIIrbW2kxmOb/4/N5SjWqt10AI4YngZZOj4ZTdgxG7h2PmacHGapO1XoPVXgMpBf3RjNk8RymJkIIo1NRrEeu9JkfDGbcfHDKepuwdjuk0a5zZ7LzDb+mAEmt2MOYuZXkbY+7j7ORxIkCJ9zmJK/haEyXXkWoLpc+i1CZCdCtFshPs0U2x5hFleZuyvIE1u1h76BOQqksmRISUa0i1jtYfEgQfImQHIU5YcFlGgbX7GPOAsrhBae5hzSHOjZcdNw/la6PUOkpfQOtr/jvJNi/ybjnoT/n67i63Hh7SH8/56MI6P7l2lpV2nV7Lw968v4aHvZXGkFUGg9v7Q351/SHbB0Ou39+nWY+4dHqVrW8z2bDGkmcFs/Gc4eGEtLrhFnruSkuUlhR5+c4Ha2Mtg9mch0dDbj465JtHh15DvNqPkpJaGPi2UBwSB9oPcEpWdvJejLgwhnlZooUkDrxeeVqUGOfhV16/2aGlJJCPXcxL4w32AqUIKg+MsoJsNeKQIFRM8pxIqRf6bcRKc6rR4kpnhQeTIWlZUgtCJI9dXMHDqLZqTc63Olxsdfm6f8DDyYijdMbDyZC6Dol1wDBPOZhPKaxFCcFmvcn3VzfZrH0beMZFtSJAqx4CibFjCrOAUXnlokCt+i6FbCOODcK+M1VSmD5pcZt6+DG14CpxcJ5ArS8XR4oa1jWIg/MU5oDc/IyseFhh64uK+FeSmz0y8xCHQasucXCJWvDBM12HkyzZFmpPxo6ZFzeZFV8zzn5FIFeoBVepBx9TDz+uqhTvh0rNdxlShARyhUidroz4nu/Y+nQs3L99Wc0nfLA437L6+W68WIybkZb3yMoHhGoV62Zk5iHGzZ54X17uVq7tI9LyAaU5AveYsP1tXvsgULRbCb1ug1YzIY4D8rxcVgpfFHEcUK9HrKw06HZqJEnwBAyr0fYcjDgJmU/zJT+j1oiRQnB04JON1Y0WW2d7NFsJOLwGe+VLAcL7UVTk60Usn1sl/d+q8b/IXmPB/pJTWuaGdJ7T7NSoNWKC8GT3ymJBW+SGPCuxxldci9xgnjqfUS3k/NUNNk93WVlvkTSipbzk+xLf7ZhjwA5wZgfMPs4eIdxkWc19OgKlCJLXf4YX3ZplL+Kp7+jHBQX6HIJzr73958frJxr+WCLUC1QR33xf7zZCrWjUoqVjvFYe6rTS8UIKjXrM6fU2h8MpR4MpUajpdepejSjSS9Wqo+GUfjarzPwCGon37VnrNkiigDDQjKcpWis6zYRaElKLQ9ZWmggpOBpMUVLQrMe0m/HSMPDtHqlKIdHuYswuZfE1prxOWd7CmHteicylXhRgoQK2rP43kHIdpc8RuAlg0SoGXp5sWDvD2QHG3KMsb1AW1ynL61izh7V9r17mzLJ7IuUKUq3h7CHODlD6ElpfqhKelxeAnSuwdoi1e5jiBmV5naK47r+b7fuuCn4cFiiEbCHlGtpsY+0Ara+g9GWk9EnU03Pq0WjGV3f3GIzntOsxl06v8pOPztKqxdReIJVrrePUaouNlSYHwykHwyn7/Qk37h+w2qmztfocrs0J4wSmfopGK6HRrhElY4SAuBYR1yOSekTSiEnqEd311jt3hS1Kw8PDEde3DzgYTcnKJyfhJNScWWlzfq3D5Y0VtrpN2rWYOAwqPwv/vv48ZXs8ph4EnGo2Gec52+MxaVk84cTajCJacVR1LASjNGWUZXTimFYcM8kypnnuF/pSkNRDdicTVmo1Oi9INiKlOdNo43CUzu/rB2ubnG91n4A+BUrSECEXW13+6vQFQqX4x90HTIuCvdkUJecoIbyRkympByHNMOLD7ip/uXXuW0o2fPiFpydaGzuhFIOllKjvMnQIZNeTvo7d8I4SU8mtGjdDiJBQrXvy7VMhECjZ8kkI2n/GTjF2ipIJDuOVsOwQJWICuYoSdd7c08NXzNLyHkfz/0Bu9inNEY3wE3rJ3xDpU4j32jTv2w1RmS0FavWFMsTvezhXVFyg+2TlQ2b5DQbzv3um02XcjNKOsHZS3avpMd7Rt3v9tVa02glra002N9scHI45OJyQZS/vrHQ7NS5eWOPMmR6NRkz4VOchqXnDunavTr0ZMZ+mbN85ZONMl3ozpr8/5tGDI85cWOXc5XWa7WOTsFj+50mEyXPijetLL9tmVWnzHerX2J7zB+Sco92t86O/vMLlj7borjVf2B2Jk5BmJ6HZSgii90tl7rsN4xdM5UOcm3yre/qnOaJ+O9FpJVy7uLE0gCwqZbtWI0ZrSbMeEQaK1V6DLPd2BcY6mvWIRs3DaHqdGhurTfKixBiHENCs+4TB1B2ddsJar0FRGi88UCU4WivWeg1ajZgzG20PtbKWMNA06zFxqJFPw+ReKyrRluK35Ol/oizvVAvxmVcfE0m1qK8hcDw2fJyB7WPFHtbugTOVGMA6kpdzA63dp8h/7X+KX2HNXvU8OEAhRQ1ECHhjSWv3sPYAY7aR8h8Jo78GSpQ6i5KnX/7tXEpZfLncV1l+g7PjimukQERIQrwvydwnQXaENTuUxRfo4PuE0b8iCK6h9FngyeRmOJ1ze/uIZi3ix9fOcOXMKu16TBi8eJzz3fKI9a7jw/Pr5IXhaDTlzvYRn1zaPME1e3GcKNmotxJ66y3ytCCdZlCZMznrKPOSQkvv0PpWh/JsFMbyaDjm7n6f4SxdVqe0kjSTiNPdFp+c3eDDU2tc2uix2amSjcDf5AuY0/Z4jD5QdOKYD1ZXOZzNUAeSSZ5TWkukNYnWyAXsqoJgbbomznmcogDGeeRl/oJgqbCxN5lQCwI68fNVPrSUtKMI6PgH3TkutDp0o+QJvKoS0hsF1pr8cG2LasplbzZlVlYkeBxa+NbXelJns9bk+yubXGx1idS3N1F6x+u6V4/CYt2M0vQp7RgwSBGgZL2C2RzvbBgcOQtHVYFEyvoLMI2i4mnUEEJ6zCQlnrjtwNkqwckQIkCJmofjvACv+KpwzvjvY0oydijtyC8ynfUVgqViyR/T1GgrfOgJnlThB1Yl6xWM7A8pFvpM5VJeWYm65+hgq2rR45AiIlRroLyKVyR7ODvA4vy96jzR8/EKWXFS35ZXhTfbk6z0GnxwdYOiMER3Dzg8mpCmhcdfW++loJQkiUNq9Ygrl9b55OPTnDu7QvxU5wFYSrl2enXWtzoUueH+7X1U4H0xJmMPHWq0EjbP9Kg1vM+EDhRhGKArM9Y8L0nTgqTxpGwueIXCPPPH+Fg69u2fF609iXvhcF6exOywQuJJKb2reCNmZb3JmYtrnL20RqvzfD16IVg6j/9RPeonjuqedj7ZwDwAN/3W9vbHNZ7+/sMb+AVLfqufs451H0PPsbAVxGphrHk8/GdZ8jmevkbOWUwCroIlC6GXUHWdhNTiAOdirCuwzBGAkgr5lt1rZ+c4N8UU18nzn2HNEc6NkXITpS8hZQcpW4D3c/FJSMWxsFO8IWNcCZjoJ9Ymz+zLZTg7xZS3KPJ/pCg+oyxuetiv3EDKLlK2PYRORBWvYoK1R1hzgLN9ivIOQtQRhISRRapVnjdXOGf89zLbFMVn5PnPMOVNrB0i1SpKnkPKjt+WiPFroKmXejYHWDugLG/6NVVVCBSyjZSVWlp1/WZpwV5/TKcRc+nUChu9JnEYvLSDK4QgDBSNJOLUWpvRNOVgMGGvP/bGf28Rr5wxVaCoNRN0qGn1GoyOpvT3hhw8GnKw06eoKnBXPj1Hb71NEL67hUlpDAejGQ/7I2bZY9O6WhhwZWOF75/b5KdXznJpvUctCrzNu/I278dPZ2EM4ywjVKrSLi8ZZhmTzOtDryQJH66t8XA04sbhoX/ohOBSr8fFbpdvjo64dXREXmlHn223Odtuc6vfZ386ZaPx4q6CwCcSrTDkcqeHc54Mvkhgno5WFHG1s0I7irjSWeHhZMTOdMy8LCidpaFD2lHM6UaLs80O60m9SpS+RU6BkHgTN4ESCc6VpOVDSjtAkqBk0xPpngEweclCd7wN/8qF7uO/e4Le8QXM8c++3aRlXUZpvV+Ill0cBmEEmXnIIP0vtKKfEEQd/pi4Gt7/pHhmsf288DjR45yLP7TwVTHrSrRoUg8/oRZeJdGXnpFUfDoCoXDmAdYeIWQlb7nsxrlqwnm3CVi3W+MnP7pAt1On1Yy5feeAR7tDxhPPkdOBIklCTm11uHBulWsfbvHxR6fp9erLxOC5211tcuHqJsZY7n2zRxBpTOmThDgJaPfq9Na9dKyQgjgJqTcjogqWNZukjAczGq0Y6k8mHEXu5XPztKBWj7zHx0uO5Yl4yS0V10JanRplYTjcG5HOTmZYqqpEo96IiCLt4WNDb973suP60/oXPIzqEGce4Oy329n4U3w78bJE7ngC8rp/d5SUbohxOaHsVTyWZ/dt3ZxZcR8pFLXgnJcpfouwduB5DOVdTPkACJBylSj+N4TRX1fKYvXHD7AzFbF77M0fy/tAidYfoPRFhHyx15a14yrR+A15/nOs2UWIEB18jyj6Fyh9HqnW8QqFEs8RKSmKryiLLyjyX2PtbyiLr7C2j5ANlL5azR1Pn68CYx5SFp9T5L+kLL4AQKmzhPFfEQTfR6r1pWxzxV7GmB2K4gvK/DOK4tcYs02W/e+ArAQLEn8+qnXYQi1MSMFqp+7la0841kkpaNdjVivTwNE0pShPUPR5SbxyxpRSIkNZGTXFGGM52OmTpzlFVlLkpb/RXiRl9xZhrGM4SzkYz0iLhXOx50tc2Vrl0/NbXN1cYaPzcsO2hbTXrCjYn045nM+ZZBmzovCSX8ZU8CRDXrUjlZQUxpsEFtXrhbVI4XXDe7UadwYDZq8w1FuQ1EOlCU/QfYiUJlK+07Ia1zndaPFoOiEzJaWz1HVIK4xYS+ps1BrLpOXbrRgJROXyrWV7KVPrXI6SDbRoP1cW1uPzK0KwCHCuxNixVzN6Jpx3GLceX+mdQqPq4VYVodu/Zuy4cg8vcM7yxh0I59CySz28VsGz6jgMk+w3FWl9E606KNF8zytyAiF0hSQpq3PyVDjnHbTt2ONOT7RVWfGK3vS7P/7sotfw7bnxPC+Ud6OXdbRsEanT1KPvV6ZQLw5n93FmG+uGYMZL0iGuwFGg1BmkOIVXI3k3yWgSB2xtdpYdil6vwd7eiMk0oyhKtFYkccDGRptzZ1c4d6bHqa3OM/Cpp6O72uDCBxvc+mqHB7cPvHQsfrxY3WzT6tSecBbXgSKpR6yutzjaGzM4nHLvmz3iWkgYaqTy/IzxcMbuwwHTSUYQKFbWW3RXmyeXjn3hbSDo9OqcubjK3Zt77O8MePSwz6MHR9QaMXE1YTrrPC/DWqI4IAi8t0SUBKyf6jAZpwz7Ux7cOWBtq02cBISRr+p5HkdJlhb+vDYitJbv+TP+duGr3gYoPTfDjoDcczJc5jt5xe9w5mHV2Sj9c1B+jRUOUd57+Q5kF6EvIEQTLwbxCvUrO8TZo8rTYwTPG7MWISSo0wi5iVcYek21Hzvx38sOAQeyjVBn/HHaI5wbQuUfBBJkEyG6IJsg6v51l/v32kNwGVDgyexhJdO7Uh3bCQVyquvhXA5uhLNjcDNwKX4huzgfXoUIYpA1f35l6/Gi95hq1MviVX83bo51aWXiaysepJ+7nSvIjfcm0rIOJFiXY22OdYXvKIqI0o7JzG61v4BQtqtteO7L6/L0fDV/33Ml3MSTseUqWn9AGP1ZtbiOn/qMqSBHQ4w6g3MpSm0i5UpF7H9mL/6/tk9R/I6i+AJjHiAI0foKYfgjgujP/Zgve8cSh4UtQBMp2jg7pSzv+I5F+Q2mvIUxd1DqDI95IgsvmxxT3ibPf40pb+HcBKWvEASfEoZ/RhB8ipA9pDz+OYc0p/31dw5jdjDmPqZ8SKm+oSxvIWQdpSIWyYaxliz30DhZ+atM5/mJZnNvJ+HQSi63U5q3U+t7vfKcgDwt6O+PSec5jXaNMA5I6iGrW52lm/i7CmMd0yxjOJuTV1mVlIJGHPHh1iofn1mnVXuRSdHjUFISac2sKPjm6IhRmjIrCnLjyeZ70ylif5+sLIm0RlVycMMs48v9fWZFQT0MSUtPglffwaQUKEVTSGKtWUvqXsrOVW6wQhJWsoHf5fQoRYiuzPvS8jaCAFWZ3vGcgUSI0Lt/igZK1HAU5GaXyJ555r0Oh7FjcrOHcwYtG97UrzKAE0i/L9mgMHuVWdysUmt4fW6FEBopE5LgPO34n+MwZGabUfr3DOZ/65Mo1aUefEgSnNR9/PcTnnDtJzkPdXsW7+9wGDelsEdYl/J8OeB3e1RP/vAdJxqi4hp1lsmpcbOlpPLLwpF5+JU9xNp9cBWcz048fjf6c6RagWWV6x0crRBoLVldaZIkIR9c3STPy6W7qxDCe1yEgSdxJgFB8Op9d1d8Z+PO9V227x2Q1MMlsfv8lQ2anScJk0J4HsPZy+tMJyn7O0PSeU69GRPFniw+Hs755sttbv7uIek0o3O2x6nzK6xtdU7Oe3jB4yoErJ/q8GFxhkf3j9i5f8Q3X27TaCWcubjKxqkuCA/hGhxMyLOC3nqLVqdGECiSWsiFDzbJ0oJvvtxhOk7prjTQWtFdaxKEiiI3DPtTDnZH1JsRp8+vUmu8Hx4b32q4HNwEW3yJK74E18fZfpV8HOHsPth+RQp3uOIrv/DK/yu8grclgh+gav8TQn+AfyZekWyYbVz+S5/glF/CS7utISr5PyLifwt0qsX3a3xtu4dN/wOu/Mrj94NryOT/hEBj81/gyq+w5TfgUt+h11cQwQ/8v/qCTwDsITb/NTb/WeVuPvSLftlFhn+ODP8cZKfC85/oqMAVnltQfoUrb+LMAzAHfoxxVTdPhAjZALmO1OdAX0HoayC78FaFoOPhpd8zs0dppxiXoWUDLZsEsuXXfeYQ4zIivYF1JYUdkJs+hR0hkIRqhdJNKeygSlpSAtkhkG1C1UPq1ecgH15xhlyBtROoimNC1JFytVJ8avD8sbcydFQaIes+iRVRlaC+aGxyWHtEkf+KsvgKZ2fo4AJh/NcE4Y/Q6ry/Bs8cv0Sq036OMQ9RxZcVh+MIYx5Q5J8hwgiltp76XillcYMi/wXG7iNEnTD8IWH0L9H6WgW/evoeF0jZIQi+h3MzyvJGBcXaw9pDyvJ3SNlCyvUltGohfJQXJZN5hlZyaeL3qrDOMUtz0rwgL8wy+XibeOXMYIylLEqyWc50nLL/8IjpcEaZG6I4QGuF0gqp5DtHWzgcWVEyzzyRW0lBHAS0azGrrTorzdqzOt3PiVoQsNloMC8KT/MRgkhrhmnKIE0JpF/U18OQXvV3WWlPW+dIgoAVWCYnzdgruvSSBGMt9fDde1x4DgeESn2LHhqvF0JEBHKFXOyQlQ9QskkSXCWQnefi+oWQSBEQqBWS4DIgmBVfE6gekd7yVWcRVRX3CfPyFvPiFlKEfruqt6yGCBEQ6g0ic5a0uEdhj5gVNypDuNWl9K3niC6gQhZJiJT1Z0jBXh1Jo0STUG8s3cYLc8i8uI2xE0bpzxBQyf7WUPJksnlPx+IhfUYV/h0lrVImnsBPSVY+JDe7FOawwtYqjPVJRlY+qJK5Ev2EDv23EwJ//ZVIcOTk5hGh2cCoUyxcfDkG13oZD2Lh8P54uHNVdfB5A2CFVxZ14uAiFg+ZS8v7pMV9BKpyCFfVtotK0aTSmccgZBfhZng34LTqajx+zysXU88MzIsK5AvOVcUTi2NJHL+7RLDWjFkFknqINY6jvTFCCE5fWOXsxTVax5KNxf0YJwHnLq1TFIYbn3sX8VtfbTM8mhCEmvksY/dhn9k45dT5VS58sMHKRotapeg0Haf0DyZMxnNmk4yjvRF7j4Y8etAnz0p27h3xi7+9TpyESCnorDQqEnfoCdvtGqfOrXDm4hqPHvTJ5gU3vnjI0cGYTncPUWn7z6cZOlRexKQZ47QiSkLOXFgjTwsGR1Mmozn3b+8zm2Y0WjFaK4yxZGnBdJKyeabL+mbHQ8S+fT2A33PkODcF8wBX/g5XdRWcHVXdhXlVtV/wOKZgUpzo86qkWsiNqip/wgXJ8rkae/iWy/AdBFP9mwEL+FyEC3/iXxNvIEntUg+LLL4ClyIxuOATX5sufokrfocr7wEZjgBhBwg7RboMIepVh+crbP4bbPFrsEdgRyCbONHy58aBCL9XSZHCi24k33VOwY5w5T2cuYUrbmDNbTCPfPLn5rDsPgc4kSDUCtZsI8w+wh4h1EWEPgs08Tj9Ny96ePGaKZnZJzd9SjcllCtEqkQt5mjyitPo51Xrcl+8Mn2831K9ksMvKhh6BDhye4QQksB1X1+ZSoRVUhFW5y7HunElE/sQKdvV93/cYfZj2IK78OpCtHMlzmVYe4gx97H2ALBItUIQfIRWFxGy9Zxumv8yUnozQ6m2UOq0J6dzgDWHmPI2Nvjg2L4ckPmui9muoGEpQm2g9EV0cA0p155z3Iu5I0KoCKU2UeoU1mx7OV47xpT3MOoSwfFCYzVF7h2N+fX1h9TikPCEBRWHh2ENJnMOh1NeIY54onh1slEYZqOUg+0+D27tMTwYM59mIPzBuGlGnhV011LcuziiY+GcozDWy91atySGd+oJtTBAK3WiuaEVRVzu9TAViWqRRNwZDPhyb4+NRoNrq6sESi1hTwLfyFyQqkT1/w5vnqSl5Gy7zWajQRJ821Xi9yO8K/cKUsbk9pBQCALZQavuS1qkglBv0Yp/yjT/knH2K6SooaskIZA9CntAbnaZ5J8xLT6nEX6fRvgDQrXxxL5jfR5jZ0yyz8iKh4zSf8DYCY3wU2J9FiljT2ZzE6xNcRRo2SEWZ19ZDVMiQaqARvh9wDHOfsUg/VukiJau12+abMDCdsixYBO9SwcYJRqEeou0uM28vElcnGMeXEGJGkrEfpFd3mGW3yAvH6FE8pTp1bcR/imSIkLJNtamzPIbaNmtfC789RBCI1yAFAnqpTwI6yfq4yZPr1jYaNmmEX4P62YM5n+LdZ/7KpSbEOvzSOHdlo2bUJpBlaRaIr1Jos/h3BQhd8FJcBZBB4Ty5mIn6Goczzd+XwidMPKTbqtbp9mpMR7NmIznnL+yzrkr6zTbz0ILojjg3OU14lqAKS23vtzmq988YDKaY41FBZJaI+bU2RW+/9OzXLi6QafS4wc42hvx+S/ucOfGLtt3DxkNZsymKZNRynSS8rtf3WVvu08YBehA8clPLvDpn19i43SXOAmJkwClm3zy4/PEScjdb3a5/fUOX/76HnlWIqVAV8ewdabL2maHzbMrOBxRHLB5tovSXp799vVdHt49qD5bgPOiJ7VGRKtTI46DSub3n0C4EuzMdzHMDlQCHL5r0cavTqrXEP51kYCIX91NkB38M3GyG13IBkJtVUlOjnCzx1KmzKsF/cm4OiePEtwUZ3ZwxW89fCz/RQUdW0j8prjyG5zZBQyodVzxNS77X/05s0f4JMiAHQMzXP4LjNlByRCCD3l5x8F448TyNjb9j9jil2D7HkZFXiVbovq48wmWy3BujBM7iPIW5L9BRn+GFP8Ooc7BC6v8Jw2HcXNyOyAzB174RQuUjBFCokVSdSW8o70PsdCKQjjlC4sESwRCPbiMo2SS36ygWK+fJErZRKlTyKoTbe0hrswo8t8gZQsdXEPrS/guwJsKxeRY28fYA5wd4FxaoR7aKHUaqXqcRExfygZKncLYR2Ac1g0xZucp/pP13JBj0DAhFFLUvUxvBRN8ZVT+HkJ2gQDn5hizi3P9Khk89lbg9s4RB8OpR8K8xkTknDeCHE1Tuq03X/ss4pXJhpACpRVhEtJoJ0syopASWRm8CCFodutvKXP2/JBVl8Hw2DgoDjRaqRM7VQaVD8bTGt/zsmScZWw0GnSShEAez4554v3Pu0gn6WjMioJHszFZWdKNExphRKw0+h2dK1slT5MiZ1LklNZQWouWEi0V9SCgpgPfKXnLfUpCArWCEq1q8JAEagX9gs7GIkK1TjP8Ic6VlKaPsSPG2S8q9+ka1k0o7QRjp4RqgyS4Sj38HoF8LFPn+SIdYn22SggALPPiNs7lzMtbSIIK3ZgjCNCyCVo+8wA+L3wXQHvJWwSlGZAWtyjMPoP539KMfoxeEuEDCltSOIOpsMah1ARCY5dupv5+Mc5iq/cYZ0lN4Z8XnRCpd5OkBmqVRvg9nMvIzSOy8iHD9L8g8aaJxk0o7QghAuLgPNamr97oW8bieQnUOs3oBxTmgMIeMs2/wLq0UjVRBHKdUG94SeRKus85Q272Kcw+pR1WSmFT8vIRuXmEdSmz4gZSxMzUKlq2USKpEpkzBKoD+KpTHFzEuAl5uY9xI7LyIdbNSYu7eE12P2Fam6FkHS07hG6tGtB7OHW2WoCBr5bpCrv7fKjIophhSstslpPnJXESLrkVCyKmgMd+QcpXRo21XlBCqxN7PiwSGmvt0gH4eKhKd//c5XV++tcfMB2nlIXhwtVNVjdaz5WElUpSbyasObh8bYsw1Ow8OGJ4NMWUhiDUtHt1Tp1b4dK1Lda22kTHdNuDSNPs1FjdaGOto7PSoCwN1npImJJy6c+kA+WN+5JwyZtQWiGkZPNsjyDUxDWvwDUdp8xnOUJUKonNmLXNDq12Da29+qBSkqQWsbLe4uK1LaIkpNGKOdofk8581TWoPtvq1lk/1SGKw8o1+USn/A83ROAX+fqi79otXga/yC8+x7mbVYdCIuQmQp0CtVklEy8OqS9UVf0nF9ov6vAhmgh9HiFCnFyrkowc7BTnJrji177K/07DQ5ecPcIVX4GoI9Rpn/QQVknYvarbsocrv8JlPd/ZsENQa8jgoyohKKrOxF2c3XucxNgRPJdL4I3pcCNc8SW2+CW2+I03TxQaZB0hLyBkB0QNv4B2QI6z04ovsreEcFkRgGgjwwyhP6q4JcfO72ueF2szjJ176KnqAA5jJ8vXSjuhsCMKO0LJmudqACArCPS04nuAlDGBbGIql2//3tcvRAtRR6mNpYmdTwiGlOXXiBTfHdDfIETXe03IVkUarx3jzrzqfBRYO6gSjTlUnQFjdsizv0OWN050rEXxFcZuV0mjh0o5O6w6douwOOvJ685NgQLn8Ouf4rdkJ+S0GLNDWX6DtX2/DYRPRu2c4544W6tt/vLTC0znb5+0r7TrrHffjvD/ajUqrag1Y8IkoLfRwpqF0dXiP/5yBpFGn9B86aQhhPBGe9qrSAk8/0Kpxx4ar73NY//fiWOurKxQD4IX8jDedv4Z5Sk/333AUTrneysbXGh1WYlr7zTZKK1hbzbh3njItMiZlTmJDqkHIWcaLbZqTWKt3zrZWMCoAtVFiqCCHq15GNVLHpRQrXsPDhSCkLS8xTD9u6WUrSeQ1YiDC7Tjv6IZ/Zha+OFT/g4SJRIifYpu8q+I9Gkm+W+YF7cYpHexbo7DVhAZ/7568D0Ctf6kGtYrQssOKqhV2NMZ8+I2h7P/F0IoYn0OrTpIETA3OeNyTm5LrLN0wgYNnVDaEotFColzjtQUlM6ghSJ3JQfpECkEurb2zpKNSG95TozLKcwRhdnnYHqzqj0JQrVBqDeJ9Vlq4QdMsy8o7fCd7PtVEeszdJN/wzj7JaPs54yzX3l4moiQIqIZ/Yhm9GMklfws4DDMixuMsp8zy6+Tlne9rGLl62Jdyij9GdPstwgZ+c6OWqcefsxK7b9bJhtKJETqFCKUCCJmxdfMi+vMs9sVUd4TQpVIUKJBEl6lEXaW8CpPKmzw5EQpqonsxSODNY4sK9nbHTEZz1lZa9JqJdU2xZLbZkoDAsLQ3wd5ViKkIJECKV9vLC1KQ5Y9a6waRwFRpPnw+2c4c2EVa7wpab0VU2tELx4ThHcPv3Rti9MXVinykrLw8uZCeHnaMNIktQgdqie201tr8ulPL3Lt07MUlUHhonCDW8wdx6BjSehdvo/NH0JAq1OjVo9Y2+rwg392CVPJAPu/i2WyUq98RsSxBC2uhZy5sMr6ZoePfniOsvDdcZzzBTQlUZXEbq0eeRjwH3uIOqgIKf4FMvjRE39yboiZCZzdBWsA7Qnf4Y+RwQ8Q6uwrth2DrCBFT4WtPFM4ns8tZETVacSyq+AqovQI42a++/BOYwEPG+HK64jge8j4b6ruQA1XfI5J/xdceQvcAa68g7FjhGyBXPHcjOiv8N2JGSb9f+PmO5574YZgD8Hsg1r15+PpfbscZw6w+d9js/+EMx6yI2QPoS8jwz/3nBfZ9R0lnE++7B6u+AKb/VecuQt2jCtvYl3OwtPBeyy8+T3sx9ecSK2hZdP7TtkJhR1WfMYDctMn0/tIEfpioxMoEWJcTmaOlsqTEuUf4LcEughRQ6gQHXxMGB9RZP9IYfuY8paHlOU/R8rO0khP66sofQmlthDqZNBz53IvjmBH1XxgcM5S5J95mNMJVQc9Kb3qzi2S2mPJiw+LdZPKHXwBOSww5Q7z2f+NNP0PJzsxrsBL/M5xbu7h49abGx4/6dcurNNtJi8VMDpphFqxsfJ23NUTqFH5iU8HyiuBfIchEYSBJgkDSuPx2qUxFMdcxF8nnu5OxFrTTRJ05cnxrJvp25e6ZmXBN4MjHkyGNCojvmYYEjtFae0S2iWFIJCPuzWv2vfCzfzOqM83w0MejEc8mAyZlwWZKYmUJtYBG7UGm7UGF1pdzjbbNMPolRwQIRRK1Ij0Gdrxv/DEcNldwqhqwUf0kr8hUKvE+sySLxHpM3STf0sUnPFwKxGzgNJIEREH5wFBoLpo2cNWChgeQlMnCS4QBxeJ9VnflXjimASgkCRE+qzHLwpNINco7RHGTVl4ZHjfhHVifZFQrT7B11CyQazPelUh2aQeflwdpw8pAhABiT4PkamSqx6RPuvVsFCAI7MFk3JOaf0CLCxTrLP08wmZzVmN2iQqYlIlJJ2wjkSQWz/4PO/+FQR+0Rtcppv8DaFaIVSbSJG8FHalRA2pQmrhNRyPuwIeH+yWnYNAraJlg0B2KM2QSB8nronqfHZpRX9Bor07u7/ub54UadWhxhW8wlhIaQcYO606SSFJcKHi3Bxv04qlehSBraRq7XOSRs+88Umwh2cpcZyD4BPPgDXqoUPJpJpI9zB25DteQizvv1ifre69No9ll48/KwuOyIthEtY4hsMZ/aMphwdjZtMMax2zabbUsF9o2h/XvS9Ly3yWU6uHbJ3q0mjGz9W8fza8cMQ8LegPphSFWZLKjXVsrLfYiJrUmzGN1ssdbR+ft4rzohX1pu8CvE6EkVd+epsQQiy9O5L665tKLjocLzLz+6cWx7HsqBieNjezdb+oRuMXrbKq0PcQarPiBzyOtCjpT+dkpSecxkFAK5FotRA0ACkkaVEyTjO0lNQi32FH+KKhlrVn729RB1eroEHfRjgg9J0VtYnQVxH6ooeMuQyhb4Ob4dyg4qxkILvI4BNE8AlCXwUsuBRRfuG9eewA3MQLSNhDT0x+JgqceYgrv6xgWjuAALmCCH6ADH6ECD72SV3VQQd8tdquAhESsEUNl3/moVjcxpXnfDdGaBCdl/LeXhye4F0PLhGpFS+OIhtYNydUHaSIqelzhKpHqFb8WO0cUsQoEWEp8LAqU5HCW75QKAWJPoMSyXM4D68OIRTOeVlXb8xXQ8gVrN3H2UOsG2HLQ2ylWmXMQ1R5E6VPew6F3EDIFaRsLEnTz4ZXr/LdPK9sCdLzT+zwtbgwQkiEqAF1T2KXDZ4kersKEjfjcRIi8GP49LVhg2Kh2CkaFa8k5vi81KrHJEsPFqpk/83WtFLw1qbd77Vbl5AQB5paFDDPC7LCkBYl80rO621DSUnynCTjXUZaltwfD7gxOOR0vcVWvclWvYmxjrQsya2X1A2lohEKAnEyHkphDfOy4Jd7D/m/3/qSg/mMfjr3sKoKxiOFINGaTpTwr89c5J+fOs/Fp5zLnxcCjZYt6sE1YnUWhF/8CTzZuxX/hHr4IUJolGhVi1FJPbxGpE9VJn8Nnnb39h2ODvXww6VB4GLxJlBIEVbyti8+Pn9sTaRICNUGLsrw/hHm2HsWkrthVUF/vD2//xpJcAkbZ9WA+SweMdSbXo0q+h7WZShRr76T9M1tWzIr02p/gmmZMS0zbk13GBUzPu1c9Mo95ZzMFHTDBokK0FJRvgDWJUWIUF2a8sfUgg+q89uszu/LHnSPma0FHxDrs56kd6yiItCV/LAGFLXgGs6VT6kyiSWMbK3xP+Bcccyo8c2HCSXqSB2hVYdG+CmPfVdEdY/Gfh/HJiOBJgmuEumzWJfjKJ4kQDwdFcHc80OeneiVSJD6NIFapR5+4kmBx/DHolpc+ftvcSwv5iC9LEpj2N8b8fD+EVnmuwFpmqO1Qmt/76TzAmOsr8YLyHPDfO4FONbWW9TrUaU2pU48Nk1nGbv7I2aznDTzCiJ5YVBKsr7a/KNHCP0pvtuYZjm39g85nMxRUrDSqHFpbYV6FJAb4wuFWjGcz7l/OCQJAzbbDQ9nxs/rKvxu1RSXIRoIfRnUFYRch4WfgVpBBtcqbsAtwMNShFxFhj/1nxERftUWI+Q6Qp3x45mZ+CTFHoFbf/Z7uRxX3sLmv8SZbd8NkS2EOouM/iUy/AufaInH0qX+WGOEWvVwM9UDEWLKu2BGnuthHmLL674gpRu8yZJOoKgH50n0qaoIJEn0Jg6HRIOQhLLnuxYiRFYJjXN2SRhnuSh3y7nciYRm+CFeKOTNk34vO7uK0ucJwp9Q5L+mLH5LWd7CmgdY8xBrdijEF0hRQ6p1lLpIGP0zLyPLWYR6wf6dBRZzjMUn2gFSNiu47JsUTYQ32VNriONFNAc+yag4P/gCgBAJUq5UZPM32V3dGw5W6JFFaCVRUmCdL25K8eYF9BdRCV4n3utkQ0lJt56w3mowywrmuf8Zz1OmWUaaFwRavTE8SHoA9Ts+6ifD4kiNYZCl3BsPSIKAg/mMSCkmRU5mSoy1hErTDCNWkxpbtSYrSY12FBO8AE5xMJ9xZ9Tny6N9bg4OAe9W7jkaIbkxZKZknGcMs5Rf7kW4qp3diWLPY6m2ba2lzEqscwShrmAeEldCXpnJyrpCSChzmE9g0ocglnTXFWgo85zpuGByZKm1JJ11T/48Hn6gCoE3r1otKnRKaBSvV3H1x+A7F4qXP9iLbszzwjmLFopIBczKjMwWpNYrpo2KGbMyIzU5c5MzKmbMTc5qmWJUyLRMMc5SOrOEvIhlN0uyUHDysLOThahwKUrUUJyEyPXs+V9sQxyDM72LWPiz+ErXyUjpQrzOd3nNY3i7Lb36Lc4LZ6RpQZ6VlKXBWEVZ2uV1NsawdKwWooL3+I5AFHmFP7nAGp0w4lDTbiUUpWE0SZccie9WbvhP8d3Ei67pi+6X4x25V733ZGEr8RZjLaH2yINHwzGBkh7yLARKCkbzjMPpjDBTlMYQaJ9Ad2oJK0JUEu7fbsHv6RAiArmKUKtV96ZaBokEJ1c9HExIcL7KjWyCOl3xVhbKR8p/VrbBRtUVKfCKXsd9jBbXqvCGicXXPiERGqFO+c6KOluJTohji/bFsQogxFWKSEKdQci1KqmZ+oSjvIOTmwh18WRD1FPqiIAvusnkhe/TMnzmGjkciMeE8WeQIbBMTN40/DZjIEIphZRNBCFKrqP1hxiz7V287ZGXKncTXJlh7diTv80RQfhjNJeRooN46jv687Xo5Hn0hBAJSl8kDH+CECefh49v03uANCqfjeP7qu6pqjsuRIRUa4ThT1Dq4hucIXxxVsZoffWJDo5xlsJYjuZzDmZTekmNjUbDcwqdQ0uJEgLjHKX13FJj/d9wjloYEut3lyK818mGlpKVZo1TvRZ7own7I8csKxjNU0azlGmW0xAvwR2/RzEvC+6NhwzylNJa5mXBMMvITekbu0pRCwKuddf4y61zfG9lg5oOXphs7ExH/GznPtf7BwyzlI1ag1ONFqfqLTZrDYZ5xiCbc71/wL3RgM8PdzlIZ6zX6lxur9AMo8fJhrGk0wxTGkS7tsSUF1nJcN8TnpRWqECRTlP2Hxxy/6uHtFaans8Th8wmKbt39rn/1UM2LqzR6NafSTb+eEIQq4CGTpiWKaNihnGOwhoyUyCFILeGqckYlTOmZcYgnxKrnH4+QQgPp7I4fk+1vT/FtxgLLkJpLEXVXUB5qBRAFAVEsSZJPPdDKUmc+CRjddVLwL4OL00IaDYTwlBjrWM4Sv02BUSB/tMd9kcZxyWYXw21O64i9C5CCkGgJPUopFdPsM7x4GhIbkq08ospryZpyArfyR3MUgIl0UqRG0McaEQUouR3vAwRAUK2EaL5FCa/ItCLBf/BV7kRdYTs+c7DsfMnRIgnc4cslbwWEr5PxIKvsY0rb4Kbgagh1AVkcG2ZxLw8ArwS3gpCbYDdxRmvUkV5F/QleI6/0ovC8RjK69fAzwfY2IprJV/w93d1P50kPPE7Jgg7BMEneNO/IWV5g7L8mqL4HFPcxNoBtryLNbsYc9t3LZDo4OpShORxSECz8OoSIkDKOkHwEXHyP6DU5hserfQd92e4O7pCfPj7S4gEpU4RRf+GMPrnb7ivRZIacty4sDCWaZFze3DEb3d3+XhtnW5l15AZQ6w1sdakZelRNqb0RerSF0I3Go1/OslGoBWnui0urfe4vddHiiHWOSZpzs3dI9baDa5urRIF7/XXALxHx/58yiCbk9vHjuQetw2iEAyyOc46jLWkZUmoFFv1Js3g2YSqn6V8MzxkkM0JpOLD7hr/4tR5enFCJ0qYlQXjPGMtqdOLEx5ORhzMp9wZD7g5PORSu0ckFdk0Y9yfsHtnnzwt2Ly4TmethdSS2XhOf2+IlILWSoMg0gShd+HN5zn5PMdah1SSMPJqNOnMO8u/rQHM+xwCiFRIyzls5IhkiMVhnCUzHQSwHrepqYgzySqZLehGDQKhOVtbQwio6eiN8ZN/ivc3lJL0enVwniReVupNSklspRYVhJowUASVQlVekai1ltTrMXEcPEF2flksu2LV/2d5yXA0o5aENBsxSr94EVMWhr2HR0wGM9ZO9+iuvcLs0DqstcynGYNKAt0aSxBq6q2EWiMmacR/xEWGbzmc8xA/m0KFg/eSs8IrIFWVVyqHZCECz20QsmpcKPyUbvzCV6jq/aPq/Q2QHmrzZvCQx2GdIy8N0yxHS9/NmBcFeWkqvoaH8RbGkhYlQoB1itJYhCjJipPxh76d8F0JT+I+9nwI5WFMi3OO/11Urz0rgiIRIsAtt2F5Uh626g5U18vL/Hp3dp/wrHjFL1F7JcJiwVl0IkbIDk40QeyzMBz0KkgnJwIXxq9BpnlOWpZ04phmFC15pOA7V3vTKbOyYCVJaIQhxnp+aS0IiN7hQvRVsfj+vvMQ4FwNQbNKGkOk7KLUKUr9Aaa8QVnewZp9r9yU/xYpGii17jk2T0RQKVh53qmt/F8czieesou/zu9irpYV76SNqBJU5zJP7BaRVyI75hnytmGcJTfGXzMpOUpTvj44IC2LpVF1LQiY5v73RhhSCzRlxblaKG2+q3ivV+mhUpzqtZhkGb+8/dAvuK1lkuZ89XCPRhyy1mqw2nxDrNt3GLk1HKUzQOBwaOFdzQMpUUJSWMOsyLk7HrA9HZMZw1pSJ5CKRAeopyofozyt1KcKGkHID1Y3+R+vfOLVuoSXoyuM4UyjxWatyf/24BZfHO5ybzzgy6N9ulHCqo4Z9yc8ur3H9V/cYj5Ol+S+IA6Yjeb0dwcEoabISxpaETckcS1CasVCXUQHCqVioiREqseLnz/miGRAGGrqOmEzttUXflw91EIiEPTCJg6Hqn5fjXxbVsuTcXP+FH9YobRkfbPNyloTZz0xbwGZOg6b85Lh/jN+bn/8N/UGTtbGOvLcMJ6k7B+O2Vhrs9oLUFI+A6BZRJGX3Plymwff7PKjv7726mTDOcrSMjqacuuLBxxsD8jTgno7YfP8KhtnVwiiZ+GTf4qThsW7fM+q6rcEqmq6y8EpEKF3/C7v4GTdQ3Gcxo89ER5ykns4DyGICGf2ceVd0Kf8QmYprfrmYaxllhcMZnPmeVEVwyrh8dKipCTSXm4+Lw1aSSLN0jvLWMt3gGJ+fghZJRVPq8rJqursq9yedB3z4nN1HBIDVb+AJwFKFtyk8g2Z8tioUIPsVlCu14EDByCa1TVUvmNi+34fr7E4LKxlkufsjMcczedc7HZJgoB5VeEGmOQ5X+zvsj+dcW1tlc1Gk7w0BFKy2Wx+p8nG80N7qJK+gFJncPwYaw/Is/+CyP6ewv0SYx5RFL9DyBpB+ONntiBEgBAdhGzik5kC60Y4O35sNHmi7uFJQiJkAyl71TW3ODfDuuEx5ap359lmne9uhEqzktSY5Dm/erTDOMsYZRmtKKIZRYyylFlRcLnb43ynA0Ag5Tsx8jsev++75aUhpaCZRGx2mlw7vc5gmnL/cMA0K7h/OCQOvZt4WhSc6rZoJV7B5aT+G991OAfdOOZyu8fpRotunJDoACkE87JgkM65Nx5yc3DI/nzKF0e7NMKQzVqDSD15qbKyZJDNAc/BaEcxrSh+gshjlOVCq4sFvurvc71/wCBNuT8eMlnNENInDvV2jbgeY62j1oypNRNUoMjnBdZYL3lp3RIe8nTVVQiBUIvX389z/y7jsckjXqkN9RiOCU90LPRTROOnf/9TvPt4uqv23eLBBVorD516xfuOx9ses5SCIFCEgSYKtVe4MualHUZTGnYfHPL1r+4QxgHT4ZwszbGlJaqFNNo1Vk91aXVrSCW9G/f1R9z/ZpeH3+wyGc6RSnC0N2T79j5bF1b58EcXWD/To9mpof8AOs7vXQjw3gp9nzAsPJ+ABdzDa+ofIdwY56Y4LM5lCGKEbFQynNOqMtvGmQOcG4LrIZ5ZDL9Z1MKA8ysdevUEVak5SiGwznfmpRBopTDWMi9KlBRV8uGVFFcbdZIg+D1BoCvOBYpn56vjc9gi4Xje+46//3gch6xVv7ts6avw+OUprvgNxs09UfyECYc3JPwK7L7nhgjpuxtPyZ6+KrSUxFojhGBeljwcjeinc6Z5QWEM6406sdZIIdFSkpeGSZ5jrMVpvfSO+n3F4/HRc1qoPJNAoPUHFbzqFpgHODeovC0ynoYTes5EFyVXl/wbXOGN/spbFcxpk4WL+duFRIoWUq0hZQchajhXeBll8xBT3kGqLYQ4GbfxlXurOFFJoKmHobdJMIZaGBAoSVB51dWDkFgHtOKIJAiYZBlZWVKYd2t2+l7PBlIIkjBgvdXg+2c3yYqSWZZzNDlkpz/yLVtgnhf85QfnScKAUKjfU7nk5SEAJQWbtQb/zdlL/NnGGU43WjRDT+gZ5xn78yn/dfsuozxlnGd8frDLetLgh2tbz2wvt4ZxntGKYjpxjVoQPjPsSSHYrPsKxGa9SaQU4zxjZzpiWhQoLal3apSlobfZIa6FdDfatNdaICCb5wgpcH8imr403r+77U+xkMkVb+Ws+4cTWklEpKklIY16jFaSPC8xxr7w/jSl5eBhnxu/uYc1lu3b+4wOJ+RZSWe1welL63z/L6+S1CPCSDDuT/n8Zze58dk9xoOZ54p06swnKdt39jl1Yc0bEipfxPhTsvEmISsd/T7O7IEbA66qhOoKslNWFe0CzENvgufGCBKEbHkNfjvyKkZys1qI5tW/7yYaccSHW2tL/6vFKOgqKeZF0cvhqvcIpKiW4q4ydpS/T8bagpPxsiNYJCUnPcrnzZHOw2Tc/EkXbTfCZn8L+d/zepVzWxHQvScELgSy6rWTz9GRUqhqMWqd4/5oyDjPGaUp1jl+tHWK85029SCkjLztwCzPEZVE//uKkhYi8iaAbozM/gte2nbmjRGfy2kJvRKUWvUJAAmOAmf7lMVXPjmQKy9VyDx5SIRsodx6pXTVwDHyDuDlHcriBoGon1hI5VWxSCgTHVAPgqXUeiAloVIeSmctoVJESrFer9OKIkZpyjjLyP8pJRuLCnIcBpxf62Kcw1pHM4m4sz9gMs+4tXtEYSz9yZwzK21WmnXaSUQ9DokDTRh4t25v1f7uqpxSCOJAn5gvEmvNetLgSmeFK50VzjXbdKJk2YoMpCJSmovtHh9017g/GXKYzuhn8+easljnKKuBPpR+4HhWs1yghCBSmk4U0UtqlNYyyFKyqlUqlXeCN6Uhm+fMximToZegmvSnDPdHOAeD3SFaK4QUDA/GDA/GmMIw2BtV0Kvq9f0RST1isDeiteqI69EbOcu76loXpWE6zZhOc9IsJ00L0rQgy0qyymjMWIs1vqJmK1z5wn1s0emSSiClRClPyA0DTRj6nyjUhJH/t5aEJJXjcxi+XHr0u6yYv6tYKow4R5qWpFlBOs+ZV+d1eX7zSknJeGdqY93Sv+E4HGhxfpWSaC3RWvkKe3Ve4zggSQJqtYh6LSQMg1ee1+cds8OrZdiKfCnx27DOVBKNldgBhsJmpGYKCBJVJ5ARspIsPp6E+IWRV4mSQuOcwTiDFAotgre6vq/72be9l4rSK2AJAc1GjDGW8SQlz8sXbts5R56XzCYpw8MJcS1CBYp6FFBkJbv3jwiiO0zHc85/eIoszdl7eMR8knLxo1OsnurS7NSYDGb0NtoYY9m+tUe9lbB+pvdG/hhvGtY5rLFkWcl4kjKepEwnGbN5JQWclRSFoTTm8T3sQEg/LgRaEgSaKPI/9VpEvR7RaMQ0GzFBoJYO5y+Pahx+o+vp/Rucs4+hMZ4hhjdtE/ikofDV7KryLmhWyYiq+AYKoWLPS3AlXiXpecTlNw8/pj7bpX1drt7vZwytrs+J9/06x/j8hONZeBX4ZOE1Nv3E8VSeKSKsfvRrHWdalsyKgkGaMkznWOfXEe04JpCSZhQSKU0tCDDW0ghDAikZ5z5xfRdGca8KY/axdh+PFVAI2UHKDp638eS952876xfu5j6mvFXxWBRC1D1M6jk8paV/l1wlCH6Acxll8QXG7lHk/4gnesfeu0OuPFYue+pcO+sN9qw9xNo+Um2g5FrF9QmqfYFPOGro4CqB+RFl8QXW9imLLyvBAeUlhp+Qwn26C55X+xpi7aHvvsiNSmY3WHI+tBDEWtNLEgKlKgK4RUkP8y6dhzN6zxtJY6E+5Ry9JKEdv9vx+71ONhYRacXZ1TbtWkw9CmgmEbOs4PrOAfcOBuz0x/z27iM22g0ubfY4u9Jmo92g16jRqsXEgV5K5L5YVeH1QklJt5GcONlIVMDZZocPuqtcaHVZqzWeOI5IKUKVcK7Z4eOVdVJT8vnBLoMsfa4BnHMLNQmxNCV8UUghaIYxq0mNnemYYZ6SWz/xCOHLTXlWMBvNGR+Nl4uEwd6Q/u4QayyHOwOE9K67g70R/UcD8nnO0aO+V7FSkv6uf38YBxw9GqBDTZSEb2xsaoxfQO3vj9ndG9EfTOn3p/T7MwbDGaPRnNk8Jy8MReEXE0VhKEtTQZz8IjjQ6tgiWBGFmno9otlMaDVjWq2EViuh3UpYXWmwutKk2YwJwz9eyJMxjukso9+fcdSfcHQ05ag/pd+f0O/PGI3nPvHISvLcJ3ZFXhlqVhONqtywA10lF1FArRZSq4U0mzHtZky3W2el12B9vcXGeotWkzc6r8YZjCswrvASzVUCUdgc54yXZkRQ2JypGTHI9wBBL9ygppto4Ql5pSsrSUaFxWJsgRKaQELpSnKbEsoIJfQfFIG/KAyTaYZzPtkYDGeMJilZ/nKFGlNa8rRgNsnIZjkb51aoNRP2t484eDRg1J8wPBzTXmlSpCWHj4aUpeHjn17moz+7SL2VMDqacOriGre+eMDN3z6g1oz55M8vf0ff3IerChPjacrD7T4Pt/vsPBpycDCmP5gxHs+ZTDOytPDGhxUgWSlJECiSJKRRj2i1EjrthPW1FpsbbU6f6qJOd6nXI/RLyPaLWBS03mwNbTx0ymZLGJWQ3Uo1qV4lGRbHHCiqRWYdZIQgwnc8MoQMgLCqdmeeXE7K66gV/ZOJ7+QRd8d+ju1YhPCUF9VrhwiXXa/XiXlRcDSfczSf0Z/PacUxrThaJhgrSY1EaxKtsc7RiiKkEBzN55W4zbutej8vrNmlKD5jIWig9OVKUvYpLxLAn1uDsxPK4iZF/jnWHgEaKVtI2a1I2c8PqVYJoz/DuQmmvI01e+R2iMN6/wohkEsfi2evl3MzrD2gKL6iLG8Shj9CBgmCxjNJjiBGB9cqNS1vRliWv/PdSVHz3zEIgdoL9pVXMK87FOVXHgIWaKRQHDd1XHQPoyrhWJwlvw13LNH33ciFsXU7ipdG0+8y3utkI80L7uz32RmMSfOS0SzlwdGQ23t9+tP5chGeG4PNHHujCcZZ9oYTWklEEgbEYeDNTYT0jrzwTgaYWhjwV9cu8qOLp176Pr+w8TCHehBQD8IlVu6J91VJUCAV9SAkrMzfFg7Vi3idQsgTqEapiJX2iUXl7bG42eJ6xPmPzrB2eoXV013qbe9vIKTgk3/+Ic451s+uUm/XlsTWhQLV+tlVonqEEIKzH54ijAIa3RorW12SRnxiVR1rHaPxnNFo7hOKwYzBwCcVw9GccZVYzOdF9W9OlhXkue9sLCrwtqrA+3PqXWylEj7RVIsKvF8cx9GYKAqIo4A49j/1WvhERbPRiGjUY5pN/9NqJTQb8bKq/77GwjXUWstkkjGepIxGc4aj+fI8TyYp40nGbJYzm+XM59X/V+e2KCylMZTlk+fXWj9xyqoqLKXHZ2stGY18RyiKNPEy+YhoNCKaDX/+2u0avW59+dPt1peJ4fPCuJJhsc+47B+D3PquRm7mOByJahDKGC0DMpOSminGeWWc3M5JVIPC5QyLQ6wzhDLyFSAHWgbLZMQ4Q123iZ7WY38qrLX87sttrt/Ypag6QN9lhIEijgMunF/lg6ubKCWJQk23UyOKNK1mzGiS0m693KtESkGtEfPhD8/xvb+4QqvXIIwCJsMt9rf73PztfY52R+RpjrNQ5iXOOuJaWMleBzTaNbYurHH4aEg6zZiM5kvlrW8rrHUUhWE2z9jdHbG3P+LwcMLh0WQ5diwSjPm88N2NZbfuye6cUpI0LZhNM0ajOQcHAbu7I+7cPaDTrtHp1FjpNVhZaXhH9o02ceST6ydjSdry1UItscY9t1j0/NA+eVA9pFDgSi9luSAzO+uTCVLP0VgSmL1Z52M1JFm9Vladjcy/X23hFzDf3rT/h9jt/XZDVIpVMULox/O3aCDCHyP0lYqv8YbE4EqBTAbXKtL4ySLWmk4cc7nboxsnxIEmVhpVQWxaUUSsNRuNBrkxJIFmYRSMg0b4LmBFLw/rRhjzwPMtbN+bK8oVhIirpCP0HCYcUFYL/j5lcRNT3sG5MVJ20MGnBOGPPTH7uRwdEKKJ0pcIwj7WHlIWX1U8irvk2X/ClDcp1CnvCi7iqpViKohcjnVjnB1j7S7W9lFyFa2vgTDH9rgYHwKUOoULUgLzCJz1+7KH5Pk/Yu0hKv/FMSK5whciChw5zs5wboS1RxizRxB8jNaXwfV47Hvy+Fn0a97HR+Gcwz1RdBc48fjMqG9JueG9TjbmeckX9/f4x1sPGEzm9KczjiZzRvN0qd0NC4ULQ386ZzD1pLrlQvtbGvs69YSNTvOVyQb4JqCWkkQHXlnqJQelpSBR3l+jtJayksd9m/BJjCRWeqlSdXwCjOsRlz89X8m9PYZjtVdbbF3aqDbyuFrXWW9x5sNTj8nox16/8L2zz7x+knDOMRjMuHf/kJvf7PHNrT0ebPfZ2xstF7r+fbBYcZ7ktBjMCwt6jy/Dk5VIIfCwn3rE5kabrc0OZ053OXumx9kzPeq1CI8Me78nVmstZWk5GkzZ3h5w7/4h9+4fcv/BETuPhqRpTpY9PjmvfW6Nw1S4zuypk/y8cysEtFo1up06Vy6v88GVDa5e2aDZjCtS9Qu+hzP08z1203toGSCR5DYjt/MKLgXNoEdL92joLg5LZudkdk7hUjI9p0XJrByzPb9F6XJiWSeQIVoE6OpfJRQSD6FyQe/l3906fv3Zff7n/8cvSavF7HcZjUZEt1Pn3/6bj7lwfpUw8r4dSRKy0oV5mjOd5XTaL0+alJLUWzEf//ll/tV//xOkkggpcdZy/+Yu9288YnA4Js9KtFaY0iecOlSEkZfBjmsRG2d63Os1PCRvnH3ryZdzjiwvODqa8sWXD/nidw+5dXuf3b1RZWjolvfzy+9lX5zI85LpNAMW925VVJHenO706R4Xzq/y6ffPEscBtGvPSTaoPl8VNZSicAbMCcdvoStX6TWEOgMv1BFziOWy9bEK1GPs/7O/e2L4gqfwp/juwhOYxdPdB9lChv8CFf8777Mh3lQK+HhJ8eTXNgkCkiBgpVZ7osrtnvLVaITh8k5ysKyQfxdJpbNjrNmmKL6gLL5k6U0hawhRR4qGJ1lj/ILfDrx4gsvxibdC64sE4Y8Io58i1coL9+UN+OoQmIpIDsbuY8w9jLmHEJFPcGQbKTveOd3lODdZGgh6pTEHaILgU7wgwPPGQY2UWwRBUnFJHC5NvVdI/nOK/Fd4V/EGQnYQBBV0albxs+bHvqPzSaz9a1An7zY9P+X6duPEyUZu5szMkPIdkswEgppqk+jnuzTmxvDwaMjX2/vM84K0chDPSvNCDWA/vxyjM39LRCZzwiRAVrg5LTw5u5/NyV8yEWfG0M9mjAsPn8qtYZiltKOYRAeVcZwhNaX/npX6x8uqZw4q0zn7WIrzqfcIJZawkeVAIvw1WmzZWPtMogKeiBQo9drcDF9Rz5awh4fbA3YeDTg8nHDUnzIazcnzclmlf9fhjt0kT28/TQuMsTjrmExSdveG3Pxml16vwUqvqsr3fKVzdaVBEGiCE0p+umP35zIxe8H7nozF9Xn+dhdwp4ODCQeHYw4OxhwcTpYdosFwxnA4YzicM5tly0XZtxEvOrezWYazjps4BoMpd+8f8sXvHnL2rE/kOu0a7faTFTpPMrVYV1Ja361SQhGrOqGMEQgCGaFlSE03EQjmZoJAEqoIgWRajpiX42qS8AmMcaWXoSYkVrUlBKtmW/7cv2IEts4vVEvz3Xc2jPGJ5ALStuA3laWHugVa0WknxC9YEIO/73TgkwalvIOuqDpVtlq4lIUhTwvyeYGLjvGh3OP7U0qBCpT/nLE+Af2Wxt2iNBweTNjdG3Ln7iF37x+yvd1fwizfxXhxPEmx1mEEHB1NsNYxn+fcv3/I+XMrnDu3yuZ6i/V1P38dryRqLYkivbxHThp+PHjVOPr8ceHlvx//eZ14T5nAfzAhvLeJWqk6DwsfFANugrMDhGhU0Lfv6IiOTSDHq95PQmueqoz7N3ynnSulNtDBD/wROHBujHXV4tzNsC4HhhwDB/kOhWohZA+lzqCDKwThD5Fy46WKX/57CaRaIQg+RYgYqbYw5T2M2cbZUUU0n2OWyl+uOicxUrZBxEi5glJr6OAjhGg+F7r1+Bwm6OAKCIWUPcriBsbs4OxBlVh4ovriu/mBqeKuiBgp2v54w58i1brvgp7g+f59dR9PnmzYOf18h9RM3tnOpZCsRudfmGwUpWG7P+LGzsE72+d3HVL4joKWklGecTSfkdsXm96lpuRwPmOUZT7ZMIZBNmelqBFVzqujLCUti+p292Zyzj0JDYAnF6vGWgrrybRPExhfefNV21mYDT4tiRZr/YSyyKu2tziu2Sxj/2DMr35zj3/8xW1290YcHL67++ttYsH/mM1ydvdGy9fDUJMkAZcurnH50jqffu8sSRzSaIhlsnGSJPT4tXrZ+4//SSxbpM9eX2BJjr19Z5/ffbXNjZuPuPnN3vK7vA+RZSVZVjIYzrh1e58k9uTxf/bTS5ifWi6eX6PVel71zGGxlaKLIpTJEjYlkZSuIJQRDd1GCsXUDBFCEMoY40qfbFRjl6x8aIwzWGe9epJqYNyQmZmQ2fmSSP6HEtY6ytIwm3sY3Eq3Trv58mqpEKADTRB5UqE1Dil9i91ZiyktRe6TjSzNvWiDOdb5qn58Jd+LRxhjsebtu7GLeHo7ZWHYfjTgiy8e8g+/uM3X1x9hzLeXNPtjgMFwzmA45+69A6QUfPq9s/zg03P88NOzrK01n3iOhYAg8FDCvPg2eBJvslh4nc88/d4/JRxvGt7XpAFuBWQdv+TysB/sAOyhN5pb3OfveCH4OpLar5q3v+tFqlRbBKHv2DgnsHYbzKNq4T/BuhketiA9pEo0kWoFrc6jgg8Iwz9D62teZUqeDGImZQ8Z9lD6HDr4AWXxOUX+C8ryNqa8j3MDnB3gieN62WGRcg2p1tH6A3RwFa2vImWTl3WbhIjR+rJPivSHmOA2Rf4LiuJ3GHPf++PYMb5D4iGTfl9dpFpHqQvH9rVIpt7fzuWJk42pGXBv9luGxd4TrwuEn6hcibHFUiJ18fri//1CwS4/FasaiWoSqwYr0Zl3823ew4iUYr3WoBcnDLOUL/v7/P3OfcZ5zlpSo6ZDhIBZWXCUzvn1/jZfHO2xPR1jnOXOqM///M2XXGh1ON1oMytzDuczPj/YpXSWWVlwmM6YlJ44+7yuhXGOUZFxOJ8B0AwiQvl6JF2HV7DYG08YZzm5MR7mZSzrjToXV7rUgpNVZ/YPPOH75s1dbn6zy8PtAXv7I6azd9c1+7bCGEuaFuzsDLHWcfZM77nzuK3UtIz1soELPfmiNKR5wXieIYSg16yRhMHyM2XpnYK1lMyynP5kTqAlzSQmDr3QwdO7u3f/cAkh2dsbc3A4Zv9gzNHR1JNhv+Oq++tEURpms4zrNx4xnWU8uuYr1FtbHdbXHleMAxnR0B0aukNNt1BCo4RGVu6u1lkCERDKxJ/XcJPC5iihcVjaQUZpc0pXkJoZMzMikBFN3aWmmySqSU01qKlWlbC81wjTZ0IpSRhqhqM5h/0JaVowHKWsVLyY54VUks5qk85qi1tfPGA+TWn16p6zMZqzd/+QyWBGkZX84n/7nYc6HoxodGoc7PTZ3+6zstnGWcfwcMLoaEoUBySNGPkKn5HXjaIw3L13yO07+1y/8Yibt/bY3R367uN3qMO56HbsPBpgl13PEZcvrXP+3IrncQnvtRJFAbP5+z+m+RB4H4+wkte1eHPBMa4SVfhTvGlUUCp1CqGv4Ow2uBRb3gTZRcpVhFzj1VK8/7TCQ5s2EeEPPcfBjSsYUV7BiIznMQmJwBs1evhR2ycN6tQLVahevW/fpdDBx0jZJbD9KsnJcOQsYGtCBAgChKwjRK1SkepV/JCTXk/lOyP6AkJE6MD7hDg381CtCgIphEYQgEiqfXWW+3rfEw14jWRjXo7YmV9nP7vz1F8EUkgKm5GbWZVsCKRQ/qdaDBhXYlyxTOBbwSqdcION+MWqJUIsIDrv30l8Hsn7eRFKxUatwUpc4+FkxLCf0ghCZkXOB701VuIaUggO0xm3h31+vb/Nl0d7jLKMSCkeTkY8nIw43Whxud1jkufsziYcpjOPWzaGo3TOpMjIbYkWCqoug8MvYIuqG3KYztBS0QwjghcB5F8QDkiLksPpjL3JlGleMC88pC03htPtFkkQvPTRWkhO7u6N+PyLB/zil3f45a/vfisQqW8rFvyR3b0R01nGT3504ZlilMPzGQpjyIoS6xxRoBEC5lnBYDpntz9BSblUSRNAYQxpJVUaB5rhLOXeQZ8kDDi9Iioitnym+nX/wRH/+b9c5/adA+7eO/xOF19vG2Xp4UA3b+1x684+o/GcLCuQSrK60qiSZ0koYxq6w3p8jm64/txtHU+zw/Bxy/xpj5hRfshueo9Y1dmIzxGqx+9d+e7UWt9pKCmIQk1RGvqDGaNxSqCnKCVenmyst+httLh34xHXf32H9TM9ao2Yg50B48EUV8Glfvt3N0jnOaYwNNo1DncG7D04IqlHGGN5dO+A0dGEqBa+k2Tj+C1srGM+L7hxc5ef/fwWN2/tsr09eKvtv+2xPdod8WjXd2IfPPRQh82Ntpd15nFn41Xmju9XBLBU+slxbopzI4TLqkLhsypbTw81fyKIPx0VdE2ECHkaEVyFfIqzD3HlLZxIIPgE5y75RbF7mYStO/bvcV7O40Xt0+ffGostLVJ7ifunoVLvc3jp1zpKbbxDX+2ThRAxSsUo1YPgwxN/boEweR35ayE0QrS82pU+96aH/N7HiZONTrjFp51/x8wMn3h9Vg4ZFftMyz4zM6ChV+iFZ4hUjUDESyxc6XJKm9HPt+nn2zSDFVrBOolqv3CfjTjiX358kfV2442/4LcVcRhw7fTaK99XD0Ku9daY5BmPphPuTwbcHBxylM75/HCPZOniWTDIUvbnU3JjuNzp8aO1U8zLgnvjAfOy5MbgkHlZMC0KYq253F4ht56/cWtwxP9y5wbnmh3ONtvLROjhZMTtYZ+bwyNmZcHpesLpRotG8HpqEgKohyGn2m2UlGwPxzjnCCqHyqXS10tib3/Ezs6Azz6/z68/u8+jR4M/qERjEUJAp5OwudFmpdegVovQx/ga1rplV2KnP2Ka5nQbvoNhrCUtSua5h8Hd3x/wqD+mKA3zvGCa5oRa0a7H5KVhNMtQUr40gfA+EYuz/wd4QqtwzvlFpMN7dEQBqysNWp2YdrBCohok6u3HgljVWI1OoWWA+gPrYLwoTOUxEWjFSrdBo+7Vv7rtF8MHglBz4doWWkvufr3D7v1DBIJ0nlNrJXQ32myeXaHWjJmO5uSpJ8HnWcHewz4HO7/k139bx5SGwf4YgDOX1jn/wSZR/G6WB2VpuXV7nxvf7PLZb+9z+84+o9H8nWz7XcRwNIcHR/zyV3fJspJrH26xsd5CK0UceSXEP4xQCNlGqHWcG4CZ4Mw2rvgapy8hZA9klycVj7wij4d5+Or9s5KkfwrAJxvBZaSbYc0Bzu6Dm+HKO5jsf0XaPYS6gFCbIFsVYbyCXLmChSmjcxOwI7BHOHuIkGsI/UF1bZ7F7H/z2wd88Q/fcOXTs3z808tV5+338P3/icThcEp/OGOlU6fXfn6R559qvEaysUEn3Hjm9f30LvdnnzMsdpmWAzaTK1ys/5i67hDJ2hJKVdiU3Kbcnf6Gu9PfkKgWNd0hVi++II045C+vnuNHF16t+PRdhxCCRvzqBXtNB1xtr5CVJV8c7rEz9Z2KW8N+ZSr2GLsvwNvLq4APOqv8Hy58wFE252c79/m6v8/NwdHSH2O9VudKZ4WD+Yyd6Zi74wHpvZv8ZP004F0iHY7PDh7xm/1H3BoekZYl7SjmXKP9WsnG4tiSQLPZbGCd43A6IzeSWEqS4OUKW8uOxu6Q3/z2Pr/+7B6/+ez+iff/4uM6RmKrFGSejGNEUQeOd0M0F0LQbdc5e7rHSq9OLXnyXFrnmKY5+8MpN7YPOBrPOdVr0W0kSCEwzpEVXn54muYUxjJLc6Zpxniek4SatXYDrSSFsdSjkOdB0hffXSlJEPoq6rtM3o6r8jy9Tx+Pz+eiAv424Rzs7o046k9pNhOazQSlBO12jYbuvnlFzlV1wOr4ApHQDZMn/n78fx+nbe6J358mVi46TVopSvUknOd1lb3eNox15IVBa0W7lbDSrbPaa7xUnlkHirNXN+lttImSEB0ojnaHzKcZnZUGG+dW+eTPL7F+ustkmFIWJUor7n69w3/8v/6M21888ET1wlDkJZc+OcM//9F5zl7dJEreNtlwGONI04Ib3+zyd39/k9t3D9jZGbzldqvxbKGBsRw3nryXX61i5WMySZlOU4yxHB5NiaKATsdLhEfxH1JnQ/oFq9pCmIc4PD7eIhHFFZxcRWBwHJcPtUCBc3MP76gM114WvkPiqs8+bXTn8KaGz/MEKXAuq7osc54c6xfE90qt6JUE+99HBAh1AUIJ5VeI8ibOjXDmAS6b48wDZPBTRPBRlXB0KnKxN6rDzXBuCvYAZ3agvIsrv0EEHyFlCyGiqivlv/vCtPL27x7wH/4vf4c1lms/voiQz8Jw/xhjIRKxXGO5Y1xW/4ble59QzlzMY4sx4hiVxvOyjs1z4tj7q9+PBjPubh8hhaBVj5fbWXhYvK/xOtyeN423LutNzYCd9DqhSDhT+5jV6Bw11ap06x8fsBSaUCasRGcRCHbTWzyYfU47WGcr+eC52xZCEAXv54AtECeqWkkhqAUB55od/v35q5xptrk5OFya62VlicOTrJthxOl6i0vtLt9b2eB8q8OWadKLEn6wtsX2dFQpSjk2aw1ON1rcHQ+4MTjk4WTEl0f79NM5nx08Wla692YTDuYzBtmcRhBypbPCD9a2WE1Orsm9iAVhfZJl7E98B2a1XkfLl2MTJ9OU4XDG9Zu7/Oo3d3n0aPjC954kFk7VcRx4x99Qo7WqfB/EkqxpSs8p8dKWhjz3zthZVr4VoVQIwfp6k6tXNug+B6JijKU/nbM/nJCXhihQNGsRtSigP5mTFiVaVQaTAkBSiwKiQNGpJ0gpCbWXPi5KQ/EKXPraapPvfXya8Tjl1u29t17cCgFKKZLq/OrAG/dpJVFaVqpjfjG4UD9K04LZLH8nHBFjLLfv7OOcI4o0qytN4jggDN9suCqMYVoU5KWhNJZQKepRiFbyibu2tJZi4bAqpSddW0uoFeHTsEMhWFtt8sEHm0yn2fK7e1iYWSpDlaVdnhNbqcF9G+F9NhSDUclhf8I8zRkM596ksvfibpCXrg05e2WDZrdOOs0oi5IwDqm3ElaqRETIBYFccPbqBv/6v/8JH/3kItPRDGMcQaRZP93zzuJbHYITmp2+KJxzbO94ueavvt7hzr2Dt+poCOF5U2GoiZOAKNSEoUZX97M11bNWiSmkacG8UqR79bHCeJyyvdPni989pDSGw8MJUfh+zl3PDREg9HmkG2PNA5y55xWTbB+b/z3O3AfZRogaj+V2jVd3wyH0JVT034B+Bf/SjXH2COw+zuzjK/YlHn9f+gW1m+LK68c+ZLDFl8D/00sDiybeMdt7TCAihOyA7PmFuui8+/Pz1lFxCuQaMvxLnAix+a9w5Z2qw3Eba1NE+TsQ9WNwNsdjF/gC3Pxxd8MNQG1Wf39KSCE35FnBeDhjdDgh/QPgQ77LMMYynedMZhnjmZfirichSkqyolx6I2mlqMUBuuJCZqVhPs/RWlFPQg9DLwyNWkS3XWM6z+gPZ0gpCLRinhXM57k3PJaCRwcjBqMZ9x4pZllBLQ6pxQGteky99v5jdI8X1951vHWyMTcj9tLbbMSX2Yyv0A42iFQd+VR1YUHo7AQbxKrBbvoNO+kNztd/+MJtyyrZeP8v0Ytj4eJ4qtGiGUacb3X4xd5DrvcP2JmOmeQ5FkczjFivNfiou8afbZzmdKNFN/I281e7q4zzjEE2p7QWC3TCmG6ccL1/QC+q8f/Nv+EX04c8nAwx1i2rslIIlBA0gpBT9RZXOyt8vLJOM3j9s2qdX3zNi4LBPAVANESVbDx7oy4WyKPRnLv3Drlxc5fffblNWb6GFGS1SJBKolRFvAw1cRJ60716RK0WEkcBSvtzLaXAWls5ixvyvGQ+L5jOMqbTlMk0oywMtiJ7OuslPRek7lclIlpJ1tZaXLm8Tuc5MBXrHPOsYJrlKCmIk4hOPaYWhhyOZ+RlSRREhIH258uBCwO0FISVY2tWlMyyglyWyAom9SLrkpVenY8+3OL2nX20VpTlCWWZq+RsYcwnRfW7kpUxXEKjHi2TujDUXuJXe1hXUXp/gjQtGI3n9Acz5rOcvCifMQJ8nbDW8eBhn+FwxoXzq1y5vE63W3/zZMNaxmnGJMvJynIpZBAFyldwHFgHhTXkZVklG2op9dyIKo7TU13I9dUmH32wxXiaMZ1mZFlBlpWk1b9Z9ji5zfMSU9pKMhtYyB9X/xrjk5I3TYKVFIShxpSW0ThlPE7ZlxO0lqxUCfHT1SpRVdvCKGDz/Cob51ZwC38K9yTTJTrWvVuLunTXmszGKYODCQhotGvUWwm1RvwEpPB1Y1GRLArLw+0+v/ntfW7cfDOOxuL+XriER2FAvR7SaiXLcSMMfKGiKA1ZWjDPCn8/VwaYRW6W0sbGuBcmjNNZRpoVfHV9h+ks+4PCxvvQCHUacIjic4S8ibMTv7gtfosrPuOxT8fi+pYs+Agy+itc+GMEr0o2JmDuY8vruOJrn1i4AlyOdzuvOhv2uAKlwZU3MOYAIRMPFxIhEPrqv2wg1DlEcAlE3Sce71n4eyHEyS4y/AlOdvDeEBOc64M5xJk9XLHo9ix+4FhvlcfXQIJQiKUVgX9PkZfkWcF8nPrnc3/MeDBlPJgy6k/RgVeN85V+CJOA8Cl5bOfAlMbPkVWRZDG5y2ou1oFCabkcQ+CxTLbD+THA8Vidzj4eO6WuPq/8tp5+TkxVqDGlV8RbtKbF4nkOfJFgIdP9vCiNZThJ2T8as9+fUpaGbquG1pLpLCMvvIR/GGia9YhQ+7kgzUvGs5RQa1qNGGMt87RgY6VJuxkznWVs7w1RShJHAeNJymA8W/rqDMdzRtPMc1zTgkY9ot2Ivanze55spKYkN4ZY66WA0Lscw9462XDOVZr1BYVNMRS8DDduXElu5xQuq3Tu31+lnHcZqupwnG600FLyQWeVaZEvYVGBVNSCkJU4YaPWoBGEqGMPUqQ0nSjBVouASPlMfL1WR4kNMlsSKsX2dMzOdExhvVpUIwjpRAlXOyt82Fvlk5UNGkH4RqR7JSWRVtTCkGYckRvvd1JWWv8vui13Hg35+S9uc+/+4WstpqQURFHAxnqL9bUma6tNer0GrWZMrR4Rhd7bItCPBz65WJE7L9VrjVeE8hXmcrk4nlcSoeNxxmg8ZzicMxjOKnft9IUqN1GoaTQi1lYbnNrq0Gg8O4CEWnF2tUOrFlMYgxSCTj1GK0UjCcmNIdRqmaQtYnH8Dm/IVxhLXhrqcUinHhNW/J6nI05CeiuC9fUWW5sd/z1eUgUWQqC1pN1KaLcTup06nU6NRpW81esRtSQkigLCUFWGe75yI1U1wDt/jMY4ysoUbZ4WTCa+i7W3P+bRoyH7h2MODyev3e3wyYzh/oMjvvjdQz7+6DStV0i5viiMtcwqjx7jHCOTMc5yQqUItaIwPoFe8I9mRcFwnvqpXQhOtVtEWqGVWsIFpRScPtUligOK3FAUZeW54Y0OF4nW4vwYY/0kWiUVZVVFL0tfUd/fH/H19Uf+XL1JB6Q6rjAKaDVjxuOU4XhOmhWvrlY5/LORFswnKeksXy4Snvt25xfdWmua3RpREhJGAUGokertJ6fpLGM4mHGz4mnsH4xfextaKxr1iF6vzqmtTuWH06TZjJddskArpBJVceJxJ7QsDfO0YDbLGAzm9PtTHu0O2Xk0YDxJmUyy5+7TWsf+/og0zf2CzfjE7w8jJIjYcwCiv0bKHq68gSvveq1/N664A9XiT2ggAlHzi3u15X9/RTg785Ke5R1c8TufzCycz53BJzAG3PHxy4GdgjA4p/HdDMUy8RF1oPDHr14sOPN+hALR8F2k+G8Q+pI/F+aB7/TYvu9cPAElC3xyJSL/WdlCyFVQ68jgU4Q6haOGNY7bX27zu3/4hqPdEePBdAl1/OJnNymKspof/TOqA8VP/+0n/PBffviEXH42L3hw8xEPb+1xsDNgeDjBFAapJa1undVTXS58dIr10z3iJERXRaC9B0f88v/3JWVecv7aKay1PLp7wPBgwnQ0BwFhHLJxtsfZq5usnerS22yj9ZPFif3tATt399m9d8juvUPKwhdqaq2EZqfG+Q+3OH1lg0YzIWk83zsjLw27ByN29kc+SRKC8dR7l6VVx+HMZseL8wymDKr5slmPOLfZ9X5VgylZXmCso92IPbKjMIymKVIIstx3SBZCL2GFwpFSsL7S5OxGh8PBlIPBhE7rTU0bv5soneXnew/44miXv9g8y6crW8h33ON462RjIXFbupyJ6ROVDbSIUEJX6jALnJzF4ZibMZPikMJmCCSvphX/cYSSkqRyEV+vvT7JNVTPgXIAvbhGL66BgGYY8/XRPtcHB8zLgtwYVpIam7UGf7Z+iu+vbtCOAhJdtawtnrgmqu2+aIGz4EVQdZu0ohlHzPJ8CTV53oet9QuvR48GfPbb+xweTU+UbHgYj68EdDo1Ll9a5/KlNS6cX+XMqS7dbp16Pare+3r3j6kWE5NJynA05+Bw4qV4d0c8ejRgb3/MXjQmy4rHVc3SYqruR5KEdLt1VlearK093x9GK8VGt8lGt3n89OGcY7UijYnnHPvTZn/wZG3rRd81jgLiKGB9rcXZMz2sc08kG4vqrlYefhYEijjxSdzmRptTW122NtqsrDTodeu0OzXqtXDZ8ThJLCrSo/Gcw8Mxt+8ccP3GLrfu7GOMYTrNybPypeaTT0dRGB5u92k0IjbW25w723uiknbSsLZSBjMePpeVhllR+K6TDsjKknGW0UliNltN+tMZd44G/pkNAmphyHqzvvSTgAWU7rGh20nOj6mgOsuuR+U5kuUlN248Yv9gzGAw8wWFN8BbCSEItCSJQ8bjjNk8f6m/ygJqWGQF48GM8WDK8HDCZDijLAymfLk3y8pmh97GGdorzWe2C0vGCixmgldct2UndDjn/sMjbt3e48bNR6+VeC3OQaMRs77e4vy5Fa59sMXFi2ucOd2l1UyWC4KXRVEY8qJkb2/E9s6QGzcfEUWaR3sjnBuR5+Uz59Y5R38woz+YnfyAXyNsVTwRgudWhE8SSyy7c75bKo+rGEU42fOVd3Ual6/hRAtnHuLsfsUdKKqFfughVRWpXKhziBO5YJuqczHFuTG4pxM3gU8mmv7nBdvwicmxe8xOEG7Os1wPAI2QTYRc8bK+slsdq+LJNHzhnVDzi3mXVu7etafetzjUsFr8d3Fy/dh7X2akKf17XIwI13D6I1zxFba8gShve1lcewh2Usm7Cs/HkEnVtekh5Drocwh9yTvNqzWcDXHWcrDd54uffcPuvUMGh2OmoznWWB7e2qO/P37ia4RRwOlLa/zwrz5cnss8LRgdTXzS8vNveHTngMNHQ8qiRCpFd73JmSsb/ippxcpmB1V1Mo92h/z8P37OdJwuk4u7X22zvz1geDjGOQjjgPMfbjEbz7HW0urVvSy8qJQeC8Pu/UO+/Mdb3Pt6h3tfP6LIC8rC0OzW6aw2SWc5Qkm2zq8S1cLnzgllaemP5hwOprSbCVGoSfOSvPDjbS0J2VhpYa1lZ39If+Sf2VocstKp0x/NGU8Pmc1zpBTMs5wsK5mlOZNphpSC0lgq/SMvCBEGlbqkYKVd59ypHqNpynBvTpZ/G347bx+LNUdhDJ8d7vD/ufc1q0md769svXNI1VsnG7GqsxKeIbcpN8f/QD/aZj26SKwaXvOexwTxzM3ZT++wn90hNWPWonMk6mST9Z/i5bGW1NFCcare5IfrWxhrMc4RK009CFhPQtphSeQOoBhWlRMF+gKoDZbtgCVxDx63bP0tl5WGwdxzDjpJTKgUpbHLCezpmExTjvpT9vbHDEdz0krN5mUhBMRxQLtV43ufnObDD7bY3Gizttqk1Ypp1OM3htP47fuFd60eobWiVotYW21x4fwqs2leQa0yjvpTjo6m7B+M2d8fcdT3Dtzr602uXNp4oZzoK/f/mn9/nYd9fa3F9z85Q5oWPHhw5D8voN1K6HTqbG602Fhv0es16C46GYtuRi0kjsNl1VdKeVLlvsfHKiCJA1ZWmgSBZn2txcULq9y7v86Nm7t8ff0RaVacGEZnrWP/YEwYKj75+DSzebHsZr1OaKVoRhF5aehnc+ZlWamCWQYzX6XSStKIItYadax1HM1TtJAkYbDsfgTq7QgXC5yvFIIwUNQSt+yA9PtT4jhYLv5eO6oEpSh8VV5KQasRE0UvlqM2peXw0YBH9w65/qu73L2+TTbPKbKSk1z8y5+cYf1075lkwzq3HH9KZwmkJFT6RPeyc4479w742c9v8eBh/7U7PEkScOZ0jwvnV/ng6iZnz3Tp9Rp0Wgn1WoRSz8q3Pi+kEoRoer0GURTQ7dS4emWDu/cOuXPngFt39pe8ou9KUS+f+6QwCBWNTv2N4Wp5mpOnBVESPgGP8yFBJAi1AeFPEPpCxaOoEo3lEkT57oYIq+7GakUQf3kIuV4lM2eR0b/Aq1m9bWhPqJarCLn57D7VGjL694jgh1UC0Uboy15h63hiICKQK4joL1FqzSc0IkLo8/Ac92mhLyJFiAt/hLSDiti9iVCrJzjmChIl6gh9Cal6EHxUneu0gpUtxsnqXBP47o1IQDYRsg2iAQS+Y6EUFz86TfA/aQ52BhzuDvjiH27x2/9ynU/+2RX+8r/79IkkVSrJle+fXRKkTW54cHOXO19u881v7zM8mHDx49P8+F9/hFKKsjT090bMpymf/8M3HO0O+bN/+wln65tPjFvDgzG//fubrG51OHVpnSs/OE8YaaajlKPdIZPhjF/9569xDrbOryErgZPB/pi9B0fc/OweNz+7z+pmh3/zP/60gmwpBgdjRkcTHt7aY/f+IX/x779Pq1tHB/qZZ0EpQbMe0WrEy8JCuxFjrWMwnlWcycdnWCvfncjLkns7fbK8rPgc/vmYzgpuPTjgaDgjzQqSOCTQiiwvmWc5cRT4OXTqE46TFuneh8hNybjIGOYp/WxOZl69TnuTeOtkI1Et1qKL7GW3fBJhJxQ2pabaRKrhOx8IUjslNRMOsjscZPfohqfYjK9Q19138T3+yUcnSuhECRc5dj6dTx4cBdgjsHtQ3sfZHbDjqmLSAOl9Cxy2mlQyfIVI+0Gtao+X1jLOcgpjaIYhWkhmeYESvjLxdCY8mWRsbw/YPxgznWQncrGWQtBp1zh7psePfnCeP/vxBRrN+BnFpzcNj+P20KAkDmm3n/z7gsi7uzdi59GQe/cPuXfvkO2dAY92NRfOr/HB1U16vcYLK4svWsx82w6tKysNrn24xfZOn69v+GQqDBSbG222tjpcurjGxQtrbG20WV1tLon27yIWxx5FgVfkadc4d3aFU6c6nDnTIww0g8Gcg8Mxo/H8RAs0ax3D4Qwh4PBwwmSSIpvxaycbgZI0opC0LBmmVXKhNdYVTHOPUa2HIe0kpldLKIxhdV5DSUktCKgFwVsrmS2qb1Ly3HPeadeqJO/N7gFXwdoWZH0pBc1GTBQ+H3oHYIxh72GfG7+5x2d/d51bXzxYTtyqghi9LLprLfJjFTsPqfUiErOi8PwyZ0mCgECqVyYwZWnJ84J79w/59W/uMRievEMghCAMFb1unSuXN/j0e2f43sen2dxsL0UjXic81w7aQUK7lbC16QeKrc0Oa6tNhBSeozTPmM/fzeRsjSWbF8wm6WN+UAVdVEoxn2X094YkjZikGSOEx8lb68C55XsXCjlKS5RWFfbdLBeV4/6MyWBKe7XpFewAqs6bs85DJVULpTrIYKFuVGIrfsXCXEyIAL+EOPn5FaqHUD0Irr31+fJV2YqgjnpGhco5i3UFUEOGP0EK9czfHaX/ThXZ3IoaQn+A1B+/8Dv5z1mE3EDITQ999USnpQHbK0P4hM13h2oITr/BGTi+Pd+n2bqwxtaFNY72hhw87DM+mvLF39/k4sen+Zv/81+ig2cXwouOYlmUPPhmjy9+fov+7hAEXLh2io///DJREpLOcq7/+i43PrvHrc/vc7Q75HwFpwqPSV3PxinpbJekHvGDv/qACx+dZmWjTX9/zJ2vtvnN337NZ//1Ot21FuP+lKQeoQNNf2/Ejc/u8eCbXQb7Iz74wXn+/G++R9KMiZKQO797yDdfPOA3//lr7l1/xOlL61z+/llqzeSZZEMrRaeZkBelV+lTkl67vuxE1OJgqd4YRwHGOOIoQErBaOKhj41aWPHX/JXtjzwsNQiU54xUhEv//PkxKI481yMKfXElDNQyMXk6FufdOEdqPBKldHZpBOwWMorV/aKFIJCKSGlipZciQIW1ZKYkt4bCmiXUXgmBEpJYaWLt338cGjUtc6ZFwbjIOEyn7M0mjHJvv7A9HSJ4/H4lJa0gItFBdTivP0+9dbLRDFa50PghNd0iVnXmZsxuess/6Mf4GKI69EBGbMZX2IyvsJFcph08K6f7p3hX4TzW1h5A/g+44jdgJ56k52Y42UXoD0FbQPmKirkPZse3ckUDwh9VeFyfCIQVHKewliTQtOKIXq1G8BxJvckk4+F2fwkNOUnoQPHh1U3+7CcXuXxpnUYzJnwLwunrhh+IpV/8BZpet87lS+uMRnPG45Rer06v16DXe/80tJuNGHVacu3DLcaTlNXVJqsVNKrXrdNqJbSaCbVaSLAgR3/LUa9HnNrq8L1PzqADxWeV9PFJuxuerGgZDGbs7g7RWlJ7TaKdlpJ65GFh9TDEWIsQgtLaihAuibSmGYVoKenWEj5YW0UI/9lIa0KtCOTr85y+qzguiFCUZulT8rLErMwN92884utf3aHWTPjpv/0epy+usbLZQUjxyi5Ld63F6ubjbL20ltSUHM3nPJp42ESsNau1GvUgfKUDQ38wZXd3xM7OkP5gSpadHHqQxAFnz/a4emWDH/3gPFcur9Pu1N75Pb660lie00Y94ndfbfPV1zvvZNvzacbDb3YpjiYetiKFVwVrJ7RXmkyHM/p7I0xpWN3qMJ5kHDw88maLpSWuhdSaiVfWyku6ay16m21GRxOOdoeEcUAQaO5d3+HRvQPOXzvF6UvrHk5XGEb9Keksp95KaHRqtLoNak1f0S9tn2n2dxTmEYHaIFBbBOo0WnYRIuQdLCVeOxyGwo4wLiOULbR4ckw2LmVePsJhSfQGwVOwLONSMnOEFAGh6mJdTm76SBERqa6X831OWJdTuhQlItSxjodxGcZlaBE/8fofQjjnKPKSnbv73P3qIWeubHLh2inOfrBJd62F0pKkEfHBD8+jA8Xe/UNmozmP7hzQW2+zcba33FatGbO61eHCR6c8N+N0lziJUFoRxpr9h0foQJHNMoaHYxqdGnE94uDRgC9//g1xLeJ7f3GVCx+dorfRXhY/Tl/eIK5Fy+7LYH/Mzp0Dti6sktSfnBPCQLGx2vIk70pFL478Pdpr1zyqIQ5xznH57BplabxynFjm+U+J3fjFv4fCWvaPxjw6GJHEIac3OuSF4d72EavdBmeudOi2akgp2Vpr06zHdJrPV/+0zjHKU77s73FrdMR+OmWUpxRV4lFa65VPpaQTJZyut7jSXuGj7jrt0PNIducTrg/2uTcesD0dMSsLSmdphRHdKOHDzhqf9DZoBhE1HWDxRaFf7W/zD3v3GWRzjrI5X/X3yEzJf3p4i/uT4TEShIfr/7dnP+BHa6ffGFr11iNETbWIVRMtQqRQ7Ke+czE3YzI7Y5EaBiohkjU6eoO16Dyb8VU2kktVReHNYpEZepdsS2k8AdNYfzKPY5+dq3TxpSQONEkFFfl9xQIrZ537/7P3X02SLFl+J/hTVePOw4NHJL15WdWt6mJNsEBjFiMDWZHFy6zIvu7Ifrl924cRwWJnZjEDDBZYoNHori5yOUmewcO5GzfVfVBzj8jMyMyIJLduF/qIRGa4h7u5mbmZqp5z/oTK6HpfqRWHrIKUI18Pl7v8DIxNGsrvrJpI/mvbKkZAdQhyAGbMmfJFZSX1qkeY8mvbpnVun0s2qEmycon59R1Lsr1IRzqOMw4PJ0wml6tk24Wkx61ba/z8Z9dpt8O31tF4UWhjq6+VqSiNdWB3pEvU8Gg0fPprDfv3UlOVpq5QS1zn8teOMYbKVBgMUshlt+9NF0KVtoRWVcvuRZFHFHm8d3sdrQ1r623W1lv0OhHd9tODna4J2FWh6+9PkpeWU+E5zqXNyMqahyCEsNt5ZoEaBh5h3YpuNgPm84y7946ZzbOnquKv+ozROObwaGLha/1LvW0ZC75U4Dh0Q7sIeBknpuX7tPwftnLI+TBAXlTM45wkLSiKEs+13Bz1koShKi0++tG3B3zy53f48Z+9x/t/cp2dW+sgrl69suNwxThNeTydANDzA0LXvVSxYTCY8+13hxwcjl5Iwn42FjLN7U7Ie7fX+ekn1/jowy22t7pX2vdXf449F+12SLsdWphaOyRNC/b2R6Rpcenr+UWRJwUne0OKwZQ8K63iTcOnv9ldVpanwzmu51jj0GnCwYMT8rRAOhIv8JhPkqUqkOMqehsdZuOYgwfHtFeaNNoRp/tDHn97QGelSX+zQzLLiKcJo+MpyTyjvdIgTzv4gbtMNoxJycvH5OVdjK4VpBAYkyNFiBC+7XgI1y7S6y7DZTmZ2lSYWkrXUCFxzriEgDYlhrLuYCgEEm1K8mpEaWK78DfhchuaiqIaE5f7gMGTHVz5fLKRlico6ePIBqWOScpDXNnEkVG9nbIerc/4Hbkek1VDPNXFV6qePg25HpFXY3y1grfostTdF4Ou68RWzrae/Ws0gEQIVR/zH2ZNUpWaLMk53R9x+OiUj//0Nu//yXU2rvVpdqP6UAyNVkhZlDQ7IePTKSf7I473hnRXz85t0PDYuN5n5/Y66zsrdGuYpR+6lmC+2bUKcHnJbByTxhlGa0bHE+5+/oQbH2xx7X0LzZoM50/tp+vbTm1ZVkwGs+c+e/k6R7HSiTDt8Cx5eMGYFtZJxyIumhMW67WzecNwNJgSBR5rvSYnwznjaUIz8rm5czZBrXRebO6njWFe5hwmMz4bHPL7wQGjLGVW5uRVybzIGeUppa4IlMtus8Of9Dfp+oFVTtQV8yLn4XTI3x3vcXcyYD+ekJQFhda0PJ+uH5BXFb5yuN7sEjTbS87WcTrny+ExJ+mc09TaI1Ta8Hg+ZlqknE+3tqIWf7p+7Y14HG+hHGFZGS23jxIOfW+XtJpZx3BTLNNEJV2UcAlUk0A2iZwO8jmC1tXDGIizgpPJnJPpnMEsYZpkxHlh9ZSryqoSGYh8l24U8N5Gn4931wm9P2Cyga0EJmXBJM/qC8QqF3lS0fZ8ukGIK96kql/ZRCP/a8AB7y8Qzm0QISb9V1DtPfN6F9SahVuZOaYqzknr2RDYmyQtS+K84Mm4ZKdT0AmsfNz5SLOC4SgmTvJXEl6FsIvRjXVLVO60ozfiZlw2cp0TVzHTYsK4GNNxO6z6q3jSxxEOaZUSl3Nc4eE6PkpIlFTnHLtfHZUpmVVzSl3gqwBPeDjSQb2h226cFozjlEbg0WkEyztpfb2N7ztMspzD6RwvdOk+u0+V5mA4ZZpkbK+0iXyXvcGENC/ZXmnTbV5OPWOe5uwPpwSuYrPXJnjBd9aIfDY3JTdu9Png/Q0ePR6wtzd6iW7dWWhtCe8nJ1OSG5fBQ7843oQT84MMA0Yb5knG/sGIwWhOmpUopXCdnOIlHSRjLCG0yEr6mx1ufLRNu9d47ZMi6za/EJbfpY3BkwV5VV7qez48mvDp5084Or68+pSjFL1exI1rfX788TYffbhFp/PulV+6dXX0+GTKPMm5d++Yh49O32ibBmNlQg1Lac+FIlgQepZLA7UUqaHI7GKt1Wuwe2eT6WjO0aMBZW6V0bIkBwx5YpOU3lqHlY0OvY0O49MZ3fU2rW6D4ydD9r47RDm2ghxPU4QQrGycda2U7NEK/pKi+hBjMozJyIpvSPkKgUTJFo5cx1H2R17gZv2yqHRMrieUekapZ7iqgyc79XnRZNWAQk9wZQtXtpadg6waUuoZvlzByIq8GpHrMYWekldjsuoUR0boC4jjlc7I9CnKBARqlVLPSKsTKpPiyAaVycmqAUr4eKpVJwqSefGAaXGXpnsT3Dv1N1cxze8yLx/R8u7Q5CYYjaFaJkSubOGIqAZblVQ6xqBxRANXtvBUF+dSJPu3G4txYD5JyJICrQ1hI6C90nwKHgUW1ue4Do1ORNjwSZOc2SimLM7Or+s6tHoNGu0Q9WxRTthtLEjlZV5R1RK7WX2dfvv7R5zsj2i0QxrPqDhVpebR1/tkSU48S4mnCcUrkvzLTtXnlygXvef8U2u9Jp+8v72UuN5cbbO52mblAin8F0VWldybDPhydMz9qeWn/eXWTbYbbQywP5/wn48ecZzMaLo+H3RX+cebN/mgu0rT9TlNY74YHvH54JBvxic0XZ//bvd9mq7t0J+mMfvxlL35hH95/3P+cusWG1ETR0iUkPx8dZu+H3GYzNiPJ/z7vft8Njjg/7h9m3+6fcvCfuujDh2XD7trlwEIvjDeXI2qBsEFsonvRWizgaFC17jGM4fs55Wncp3iSBf1EvWGi6LSVhI0yQvmac7JNObx6Zj94YTD8YzhPGGWZiR5QVbLTWpt6DVCNntNXEfx3maf0HtRm9R2RGZpzjzLl6muqh2DI9974XtfFOdZ/wus3KzIGWcpgzRmVths1lOKthew22zTcH2LdT5/zqqKvMbnLTSRQ8dFCfmclCpUmOoJFJ+B+wnC/TG4PwUR2i7HM8mGEA7IDka2apJaAhTn/i5Q0n6OKxXa5MyynDgvLqxc5nnFZGqJ4a8qbAohaDZ8VutEo9F4t5VlYwwaTVzFnGQnTIox03KCkoqu6eIYByMUuc6YlTMaThPP8Za+JQbbkXo2iZJCLj1mFh2NVKdMigmFzmmhkUqgjFqOXlrbdmlVy/SKmrC8qKpUlV5K6C58RKQUzNKMo9GMtU6DThRQanutO76i028wPMw5Gcasdp+vrJRaczKecziaEnouxhj2Bzb5sAaDzlLS2Kk/UwixlOTFWFLdJE45GExohr51SJfWzVpJgavOoFpB4BIELrvbK3z4wRZpVrK3P+aVF0Z9fia1cthlRAZeFH+/fA8uF8ueZGXJ4VIIotCrIVTOSzsbi4FNCEHUCun0m3iB90bnSQpbBzYYCl2RlCVZVdVE6rPPOx9lbbB1fDLh2+8OGY0vb97nepaT9N7tdW7fXmd35/vhADZqn447t9cpi4okznmyN7S+Pa9L7jFn3XqpbNK23J4UGG3I04IsycnSwv4e5/Q3u2xc61MWFfEkWUqcJrOM+ThhNkmYTxOEtH4oUSskaPhL2dI8yZkMZpZ07jnoUlNkpU1q6pCiQeD+CE/doKj2KarHlOWISp+iTYoUAY4a4poJmgRlukgRIUWAwHtlxb4yGYWekJUnZNUpIZUlX9e8irQ6IStP8FSbSsZ4qo8SHqWeU+gZmgJtSrJqSFodo01GoWeUeo5AYZ3Lnw5NQVFNqER6LkEZYUxJoVYo9Jyk3EcJn9LMcUSEIyKyasi8eIwr2zScvF7nlGTVKfPiMb5apVIppZ5T6hmZHlLqGE91cEUDIyzvozJWXhsJSviWf7JUcluItcDlSySv2y23EKo0LuzC3bDsajnnzDkX21aOJAg9XN+lyArSOKv9MGwoVxE1fcKGbzlEz7xf1N5OYLurVWnXZ0Vekswz8qygKivGp7MXiiBs3lhdjlfPJTQXHaGhXqPY+dU2o+p7TQgqbchK28VaeG7Yzoa5ELXRbgY0I495nDNLcpqhT6vhX+n857riyXzCt+NTBllM0/X4pL/JL9Z2kAjuTQdMi4zvlEOgFDuNDh9217jWtEn4II353ek+dycD4jLndnuFP9+4xnrYJHRc7k5O+f3gkN+f7vP70wM2oxZ/ur5Ly/MJlcut9go3Wz324imPZiO+Gw/4anTMj1c2+Bc3P0YirlRUfVW8tdKxpqI0OXkVk1VzSlNQmaczzudMpRC0nFWa7gpXiawoeTKY8OB4yJd7xzw8GTGYxkwXCUZhJUtLbSFVi4V+pTWea50dXzYhlJUmL0o+f3TI7x6e4XGbgU8nCvh4Z533Nq+G5Vh0Mo6TOZ8NDvlmeMqDyYjTNF62vbTRdP2Q7UaLX27sstPsLA3IFjHKEp7MJxzMpxzMZ9xs9/igt0rb82l5zyzQzYKzMbRKIc7HIHu1EtVFIQEPcFm6up5TC1HCQlFWopCm79FvhEzSnG4YWNOzZ6KqrFGWJYa/egIOApdWK8Dz3j1HozIVhSkYZKfcm3+HJz06bpeW08KXPkLIGlpl4VVgUKhlwlyakkLnFmKFrTQKIQlkgK/85WfMqhmTYsIwH1iYlnTwpY93js+UlxXjOGUaZ8ySDNdRdJvh8pxOk4zTyRzXUbSjgMh3CTyX8TzlZDIn8i2BeZbkjOa2szeJMwbTmEmckhXPV360NozjlIPhjG4jJCtKjkY22eg2AopKM0syjIF25BP6Lo6SpHnJ8di2trvNgHlaMEutPOA8zUmLknma0/A9+u0I55nrYrXf5EcfbXNwOEaIS+UaaG2YzjJOB/M3Sjb+GEMIO1n2uhGea1WzqlKjHPlKIykhJY22TTKKrGRwOMFxFEH0etBFgyUrAhYbXHdA86p6KYwqSXImk5ST0xmng/mV4EiB7/Le7XU++dEOvQuS6ncdG+ttlJLW6fxrjzQt3wxOVS9shDybL4u8ZDaKGZ1MGR6NqaqKwcGYeJrUZG751PpTOQrXc5iO5nz3+0cWmpWWVjZXCqqiJJmlzMYxs1GM4zp0VlvLYkKjG9HpNwkuUKoSMsAVm0gZodQaZXVEUT6h1APy8iF5+RCRe7hqE9+5hevs4qrtpcjISw8dy8OoTAYYpHCpTIo2BRIHJUJKnVDpHFd1UTJCCFVDpwzGlOTVkEJPaTi7hM4m4/wbXiixXxPIK5ORlPuUOqHUMUp4aJNbrLyIqExGWhwRuTt4zgq+Wq1/+vhqpRaPqOrnBviqj6c6JOUBs+I+UrgI4VDqORUJQrgo4S+7NAuIlxKLc6TBFBhq49zF82Zhovjssq1WtnrT5dw5kP6bCKwJIWqBicvBwJcL//pDb364zU/+0fv01tsXQqTAKml119r0Vlt0XvCaRWhjvY6yGibsKGWFLMoSIQSh6xLnOYeTGUpKVhsRrqMwxuA5isBxn+t0WNloKzPuuhZ2LOTVjBwqoxnlKaMsoel6bEYt64FWC+6EymUjajHMEgZpzCRPKY1enq9BFvP54IjSaD7pb/LT/hbbjTZtL8ARgpvtFdpewKzI+O3JPsfJnK9GJ9xs9ZYJy/cZb5xsVKag1DlxNWFeDomrMUk5pTIFmvKliwkpFDuhvHSyUVYVszTnaDzjy71jPnt0yO8e7PPwZEyc55SvMA7zHMU8s/Cql01+C1WVJ4MJf/Pdk2Xi0gkDVtsN2mHA9bUuSrxar32R6CRlwXEy55vhCX998Jjfnxzw7WjAKEvQZlHJsBK2syJnt9Wl0M+rNyVlwWkS89XwhN+fHDLNMyLX4vmeSzbASuiZFCFChFwDwuUg9txLMXZAqxfXz4YQ4CplK95VhRSSwLH+HxdlwFrXvAD9ajKwELZS7nvWGOddh0ZT6pJZNeMkP2bF7bMdRIQywhFu3erWFDXMKlTR8jsyGOIyZlZOa0KZodB2Ebzi9XGkQ6FzUp0xLSZMijGjYog2hpbTonL0cltgk9s4LRjOEk4mc0LPrXW7HSptGM4SjsYzHCmJs4KVVsSqlEu30zS3naN5mnMwmJKVJVlREWc5SV5ceF8sTPPiLOd4PCfJC8ZxRpoXDKZxPRjb6y8rS3xH1dKAFZM4rTt8LkVpoYqzJONoPMOvHdB9x7nw3m+3Q27e6C+JtpdxzdbaEMcZ40lCfkHi9F97CGFhald1qFVK0l1tsbrVZTaOuf/Fk6VzsHJkTZh8sVSschSe76Bq+OSieyFrvpkUglxXS3WVF8VsVkPABnPm88tzNVzXoVOrnt28uUarFXzv3atOJyIMPba2uqyvtjk5nb12sqFcRaMd0q6J7YtDCRu+VbuRgqDh4/kuVaWXSUKjHSKltJj4vvVwWrhCJ/MUqQTtlYb1JJACP/RodiKUo5bJxbrpk2d2DOuu2UWe/1TSqdG1u7c2GcZUSBGgZAetUrvgrwq0maHNHEy55HU4crXmCl42DNqUaJNTmZhSxxhTIoUi1/NaGcvCe7UpbAJiUkqTUJo5lU6R9YJe4vAi4+CF4o9FYlhOiEHXBsXzpaiNMSWFnmDMJq5s4MgGSoR2+6Lu2hiBIyMcGdTPO3V3ZYIr23ZOMVXNO9EIoXBEiK969u/SwoWsm3qMMQnGJCzkca0/ycTutPDPcWKsipYQYf1c7QMEC5LCuQM2dXXn+U6JUtJyvJRVWapq3o9u6nNvrzmy2goQVEVVv895SkxCiIXq4+Xm8cW+ynpb/c0u732yy+77m+y+t/7Cd9mk/OXV90oba+ha2HUfAhqehzaGcZpijCHyPKZpxv54ipKSSmscKZdrvrWmxBXqKQ7HIlxXPSVgc5XxR5saqaItp8JXDo6Qy66KEoJAWjdvUx/LYm1a6IpxnvJ4NqIfNHiv3ed2e4UVPyJw7LLeUw79IOK3p/u4UjEtMh5Mh3S94O9nspFWc8bFEfvJ1zyKPyOtJparAbwKs+kIl1C12QzvXOqz5lnB54+P+OzRIZ8+OuDe0ZDhLCbJ80staC8bFsLigoC0KBjNUyZxiuco9kdTPtxeY5bmhJ5LIF9+Chck8KNkzr97fI9fHz3hu9GAg3jKrMiWEmUGK4H2qrBO4y6zPOfr4TGeVLQ8H1857DQv8iyp3UdNaVWoxEvgX6YAMwAzxBo3hZy/ROw+ak7mMV8fnzBJUzBwc6VHvxHhO8+fC1HDKl4Vxtib6TKLz7cViwW/QNbwJ7WEQNlpRhJXMUfZIY5waTpNAhXgCpdBfsqT9AmRCnGlxygfUejckselw2l+yrSYYI0sUybFFDDn7o1zUVeUFqRtz1FLP4CyqhBA6Ll1V2FG4DoE/Q6uI5fCAgDTNGNvOGG33+HO9ipfPzkhyYoLB0ApBc3Qpxn6nE5jTqZzpBA0Ao95VuA6it3VDo5UPD4ZcTicIQW0o4CdfoduI8B3HY4nc/YHU4bzhOE8YWelwwc7q3QboTVreiZ830HKkFYroNHwmc+zV6oOGWNN1rKsuLIT+T/Ei0M5iq0bq4xPZ+zdP+bBl/vc/NExO7fWaLQjgshDOeqFqlTNTsjGbp+oZSdbJSVe7bK+gBg6Qlro30uGgNE45v6DE0ZXMMNzHEW/32R3p8f6eptuJ7yyJPLbCEtQl2ysd/jww030l/tXkuw9H2HT59r7m1zfXakXYPZ5x3XwApdmN6K72sJxrc+G0ZrV7S5Bw0e5it56hw9/YaVopRJLWNbCvb690kQKwfbtDVq9Jo1OSNgIaLRCiu2evbeMwQs9/MBdJiwA2qQU1UPy8jFFuUdlpoBCyQaO7BO47yO8P7GLcyry6hFp/ilSBATuR8DLq89gx2MhFEqGVDohLp5Q6pjSxCz8uoyxXfJSx+TVkKw6qX+OkUi7DQRJuV932iYoeVYoevq7kyjpIUWTpnuDXE/IqwmGgrQ6RtayvnrR3Re2g2AoqUxsYVd6iCObOCJEm5JSxxR6QlFNEMLBU70aVljhKss1KXVSL1wVcml+vDgJKVX1BKOtcIsQHogUYybo8i7GlAjRtHM6AiEjhGgj5SpC+SySDYSooa+L7Z4hPJ4/D+CHHo1ORBBZ6FMyzxifzgib/lO8CWMsz2I+SUjiDD/yaXaip+BWVw1Rm84GkUerF2GMYXg8ZW13ZWmievEbxVP3yUWRVSUHkynDOMEAkefiOw6V1ozihFlmO1hpWTJNM7QxjJKEvKyI84Ib/R6h59KS/lNqhJU2tTiL3ffXKXEoIWi6Lg3HY5ynHMdz4tJC0gWQ6YrjdMY4Twkdl44f4EpFWRPD50VOriuroOiHtFwfdW6ut1erIFIu/SBCIBhkCXH5h0EHvHGykVQTjtK7HKbfcZI9xKDxZIhELZV3XhSXW4bWld88Z28w4dNHB/zNd0/49uCE48nTSgWCOqOuOw6mVke5KoR2obHuOw6h63JczRnMLY54kmYcjKacTmNWWxHBK26yUmvGecqDyZBfHz3h10d7zPIcIQTbjTaRYy/+SZ7xZDZ55b75jkPPtzf/SRLzaDaiNwq53uo+/2IhELKNkatgZpjyW1C71Po19n+TYfSk/n0M5TeY6pHldcg+582MFl3WvKoYJSmDeYwBVhqRXVycex3U6l+XcOtdRJoWTGdWpehF+O63FQJ7nSihcISDJz2bSMh68K8/tjQlcRWT6ZTSlJaLZAzzas4gO0X6a7jSI60S5tWctEpIq4xhPmRcjGi7bRzp2GqReXmFd4m/14a8sPyLBTRJCEGlLbQprTkyZaWJs4I4L0jzgiSzHCaDTU7cujJ94fELQeg5hJ7LyWROkhWstiNCz11yopS0UJysrJilGQLbHVTSmtJZY6RFUmTfkxYl+iWSFY5jPU4ajYBOO7JE1ldKnNokLMttsnFeXeQf4s1CSAudOdkbsnf/hDTOGB5OaHUjwmaAcuQLK5Qb11Zo9xrnFIvM8hq2jzmXDL8YTz6eJDx4eHqlRbrjSNb6Ta7trrDSaxC+ULXu2Tvu7V00S3M0KVhfa3HnvQ0ODsavvT3Pd+mtt9m49gKIboenSNvPxrOE2iU0RTytqtNda1l4yuL5VrB8rTEWavXsd2XIKasTimqPUp+gTYYUPtBAyR6es4Mj1xEyADRkgpRPbRfkEqAcu/AOcGUbzsGehJBIXNtBwEEKH4GpIUcGJUNcuSBvgyfbyyQBShzZxJUt5AVFNiV8ArWKEhGBs4aqAnJnuExu7Oe5KAK0DHGl9VZSIsBTXcuzMAuIsMCRIZ7qWq4JGk+2waH2+jD4qocjInIxtcRwGdUQq7MFteVtxBg9AgoMLkKmGD1Elw8x5AjRrjtFDtKsIJSHoUKcO89KSVzfQbmW+5NnBZPhnEYrIIh8e19qYxfKUuB4DmHDp9Nv0um3iCcJT747JGx4NFpWfa2qrALa6YE15jPa0Flp0ltv4/lvZrQrpaTVbbB9cw0hBE/uHtHf7BC/t4HrWe8fre0+LzgdfujhBe5LV5FaG+KiYJymNZTKox3Y4x/FKaPEKmWW9ZxXaWvYkJUlSV7Qb0YWGWAW27PQ/EmcMZ4nBJ5D5HsEnoPvOkvC+GXCkZK1sMlWo2WTjXTGd+NTHGkJ3AfxlONkjjGGrUabnUYbX1nkQFZZLlxlDEpIIsclUE97Ki06JK5URI6HgGWC8oeIN042ZuWAx/Fn5DplK3yfFW+bVf8GjvBemUoIIem6zzt+PhtZUXL/aMinjw757f19vtk/Zpo8326Xtaxt4DoEnkNWVIzjxBJaXyN6jYCb6z0mScaTgU0EtDaczmIenozwHEW38XL1iLgs+HZ0yu9PDnkwGREXBV0/4Ga7x8/WtrjW6tLxAz49PeD/+c2npOXLF15N18NptOmHtl02LwoeTEeMsotIlQrUNrgfYvQRZP8a3J8gZNdK3JoSo08R1X37WO9ZiVw9BLmFcD7AOpTaEDU8ohP43Oh2aLgu0zwndN0LW5lKSYJgofVvEbkvCmMM02nK4dGY+TxD64XM7EtPx2uHEopABpZjIX0i1aDtdghVdEbwxuAKl1CGOM/gZBfJUMftsBFsUuoSlau61Z+RVDG5zmg6LRpOk6zKSHWCe1FnqZ7kpWBZdTmZzKkqzTwrrNGWZAmHykp7XZ9OY04mc7qNkOPxnKwoCT2X8Tzhq8fHy21cxE+yiblNJpQU9Y997CrLTTkYTmsct6EV+Es53HuHA47GM/qtiHlqFY86UUCvGeK5iienY/KyZLffwXtB5y8MXfr9JmmaM34FIdgYSyLO84qq+n66Xv81RFmU3P/iCb/5918xPp2iy4qTvSGz8RzHXSxUXnwPvv/T69z4aJv+ZtduT2vmeU5WlbWJH8RFQVqVF16Di5hMEh4+HjC+UrKh2Fhvc/3aCs1Xikk8WwZ5uyGEYGWlwY3rfX73++9fTeil8WIu8YXPvXChZEzNYwgIvZ+jZAcpAqSIULKJEJFFAwAgcWQX330fR/aR4tUcIEc2kMJFmy5aL7qxoiZfV3Vl4WwOcUSIEIq+CKi8HFc2UcLHN/2l8tTivVK4duH/THiyQ9v7ECkclAgQStH1f4RZciPOfaYxOLKBQBE52zgyRIkIVzbrREbQcK/jqg6usNK5rmwRmmLZGVHCQ+Lgs4rB4IigTqLOwXBwEKKFEFN0NQTyGj6VcCa+WoCRFn0gAoTsI0QLzm3H9R2aHdudlEoyHsx58OUeG9dXWd/pURbV0wt2Aa7nsH1rjds/3mEynPO7//gNXuASNqypXp4W3P/yCd/87iHTUUzYDNi8scrmjVWCK0I4L4rV7R4//os7PPr6gC/+5i5RK6C/2aW72rK8srwkT4ulC/nmjTVWt3s15PPi61ZJa+g6TV0Okxl5WbEShWhjGNadjchzrSJXLcISuS4t30M0BRutJuE5oY2i0qR5wf2DAV8+OmKlFbG10mJjpcVGr3WlESZQDnfafTBwGM/4cnTE//ToK/7d3t3lHFzqis2oxU/7W7zf7dNyvbOq7/LDzLl/XxSXSfnfbbxxspFVcwb5EyKny0Zwm63wfdb993Bk7TT4BgO8MYZKG2ZpxrcHp/z2/h53jwacTO2kpKQgcF0avmvVAAKfZuAT+S6h53I0nvH540OKCxKTy0QnCri+2uP+8Wj5nDYWQ/94MGaz++rWcFIW3J8M+Xp4wkkS40jJnW6fn69v86cbu9xs9+j4PtpoGo73ymTDUw6ecmi5Pg3Ho6gqjuIZsyK/4NUS1C7C+Qmm/Mwa9pV3MSK0CYXJoLyHwbEQKz2A6thWTZxb4LxvHcbrENTylkoRei5R4VJojasu7mC5rkOz4eP7zivJwMZAnOQMh3OOjqccHU9ot8J3pkq1UI1ypFN3NlwCGeDW121lqqX3RmkKUp0yK6e2EyKdZbs+UAFtt03DaRBXMRILIVngfbXRlLpY4oYvmsullPiuQyv07QBTaYSAQgh8bZMQVymiQNMIPVqh9UoJPId+q0EYWI5J5HvLAa/Smsh3Ud0GUfD8ZC+FoBl6rHUauDXxu9sIiAJrfic4q1R3m6H1fVFyyZuqaj8b11H0miGB57DRbVJUmtE8sVWol5x/33NptwJO/MupulWVscoltcP7wpH7+4ij2Yz96Yy279MJfELXJXSvpkb3QwwhBJ7v0upFtHqXl2xcRBB5T/GrFpBRVyq6QbBcGgW1stKzobWuyf8pR3WR4bLhOorV1RY72z2il4wRxpRg6g64CDkzartI7WfBpdL1YKVr2OnLFbqEWMh2t2m3QzzPoSy/Pzjoi/fr+X1+0XG8+l4SSOGhZAMlOziyUycXCm0yMBkV2AREtlGyje/cQckGglcnG0p4qFp9CmmvHHGu6EP927N4iGe9M85ef5ZgvmgNomRAKM8691K4OPLsPjjbjlhuCcBVbVzVeup5g8FTXTzVOfeZ0Uv3/cIQDkK2ESZFmARMXEOmPKRysdesquFVPlKtImQXISPOrT5xXIewGdBb67B9a40iK/jq1/cZHk042e9h6mLe1s01Nq/bTprjKXZur5PMUr793SNOD8c8/GofrQ1erTz16LtDjp8MaHUj1ndXWN9dob3SeCueZSsbHT78+U3Sec7jbw853R/x1d/dp73SpNWLqIqKIi+ZDObkaUHUCulvdsC8+Jw6UtAOfLK6624wuMqSv1u1XH/Dsz4bUe4uDWB9R+EoxVozwnPO3LqNsY7h0yRj/3RCUVp38uZrJFtKSDp+wEoQoYQkLUtk7WEWGJem67HWaPNeu8+dTp/tqI2rFEVV4dZcDiUkGkNSLSTGz8acRYGnMBVJVdJ0fQLHeU619KKzZ4x569CBt0AQL8l0QkdssubfoO2so97IG+IstLFyZIN5wpdPjvj9wwOGs7PqV+C6bK+0ubXe4+OddXZXOnQb4dKw72/vPubJYMzkNZONVhSw02/TOtei18YwTlIORlMri/uKyKqSx9MJD6cj8qpks9Hin+zc4Fcbu2xETVquf4Fk7avDU5arMStyZnlOXl3UGrPJBqKBEAFGNEDvQ/mldRU3c8j/Bspv7YAmOqBugPMewv0pONee6mxYFQTIy5JxkjLNXs6VCQKXXq9BdDSpJ7OXT75lWTGf59x/cMLvfv+Yjz7cfOcSuC+KXOckVcy4GHGaD6iMJYsD+NImh4sQT5cZUELRcqxW9nF2TFolDIshjnBY89ae+yzPUaw0I5qhT1FWS5Kt5bEskhQ7oRljX2/bt/b6Dz2XRuix0tKUpWZpGaU1WkPrgoHQUZLNbotOFNQkfps4WCNJ+5rFWkmIBezszEBTCoHvOWAMm70WUtjkRxtYbTfwHPVSY0DHsV0vx7n8WGF1CTRlWdXv+36Sjd/s7/Mvv/yKH62v8yebm1zvdtjtfP8Eu7cdfujxi3/2I279ePe13t/shKyccxBXQhC4Dn0R0fF91qKCSZaxEoY48vnvuSyt6t98XpP/88u19y05XLHSa7C+3iYMXsZDS6B6XO/gVj2eyVoEox6/hVOTZwugxFaOc/sjuxZO+gpPHM9zaDR82q2QTjtkNk9Jkj8e5TQpfBy1AUBR7ZEV38JTi3obnrND4P4EKdv4zm2s0d9V1M2eHkuf/9tVtvM24qr78qb77iJkFylCpFoDU4GQlnOxVIa0hSwrWRYgRAOW0DEbypEI6XLt/Q3+9L/7CUePTvnNf/gKqaR1A498mt2If/wvfn6WbDiK7Vvr+KFXc8kN977Y44u/ubcs8LiBQ3e1xY///A43P9pmdatrE423cLq7q0380CVPLexscDThb/7t51RFRVVVKKVwXIeoFdBba3H9g61XJsmOVLSDAN9x6DdCMJa3AdCLQipjcKTl+tgin8BdwIMR+K6ycOTFeVUS33NpBB6tyHb785pnetVToDHEZcEkT5kWGYFy+Wfbt/nRygahcvGVg6cUTdej54e4Ullwn7TPNV0fXylKbRimCdMioxdET5VTDIakLBikMf0gYsWPiJxnvFOogYv1ASx0BAxvN+F4c58NJEo4ONLFlQFK2Iv+TToai1go8TwZTHh0OmZ/NKXS1jE58l22ui0+ubbJj66t89HOOju9Nu3Ix6uJygsy7etGw/dY7zRp+GeDpTGGWZJZnHv+6smkqCpOkzmnSYwQgtWwwXudPrc7K/hSXUiifVkszqpXX3BxWRCXF+PwhJAgOhgRAQVCOJjSs1eS2wSdYGVOHDsJqw2E85HtaDjXEbJ34T5U2pAWJWlhuQOVtpf1s994FHqsrbV4vDe81DWrtSHLCx49GuD7Do5j1SnarYAo8t5JNTuQIX1/labTWsKnzkIQyICe26PhNHClhxQWWtJ0mqz6q4TKEq8iFdFxu4Qqwlc+Ha+LK13GxZhC5zRUA18FhCrEFQ4LwiPYhb+jJIFxnuKqvMi9dPF85Hustp+X+zz/+hedLynlkiB+UZwnE57fjjlHSBcvg128IpSS+L6LcxUndmqya6WvpFi22Oe4KBilCbM8Jy4KSl2TmGticzsI6NUTk3fOI+RgNuPXe3v4SrHbbrPauHoX4IcYjqvYvrnG9s3nE+CXRVlU1jBO8JTpl+Ub2WRXSQvH8+sEFuBZHlaWl0ynCbN5Rpq+HGq1CCHA912azcC6ebdeRQwvQI8s1h0HI+bYzkVmq8ZIkGFdHV3g7xeJRwHG51VFEuuLI/A8h1YroNeLKMvqjyrZMJRoPaWshlRmTKUnaD3BYFWpQGBMgRAK3/0QKXpIdfVC0YXdmCuuJd507VFq62uktamlUu34YL0xzNLvyP5dLzmii9cvYKmvte+1MIsQAbCAfp3fxuW2J6VEStjY7fOTv7jDd83A+jVlBUVe4XgO7jPKj0IK2r0Gnu8wn9i1wZPvjjjeH1nlKUfSXW2zdWuV9396nZ331mm0wqWARKMTcutHO+RZwdrOSm3q9/y92Vtr89EvbrK63aO33iGIPISAIPIJIp/rH2wipeDBV/sYrUnmGek8x/WsUEJ7pcHKRoew6V/IL3r6PFhFJ99RtAJ/eQaFELTDs67Ws3Ms8NxjgLyoLC/SGFqRRSLEWb5UbrzKfGiMFQXKdVVzMKxMeFFVFuFgNEkpiIucSZ7Rcn36gYXP+0rR8QJrAGgMD2cjOl5A1wsxniWKz4rcckGSOWlVEDku15odOl7w1H440sr7Lgyk52XOII1puB6h41qfe2ORROoNHO7fONlwpUfD6SJxmBdDa+6nGvBGXoM2irLiyWDMt/snDOeJncgMBJ7DzkqbH1/b4J9+fJsPt1dpBj6B61xYQXvdCD2HfjN8ysDPGKuKNZonF/oXPBul0cyKnKQsaHs+PT+g6Xr4V3ShfjZcJYlcF5FAWpVLA7aLQ4HcAreDcN63HQ1TcCZxKyx0SgQgWyAacIGTqb1J7e+LCndRmwtetE5oNHy2t3rcu39y6ZuwqjRP9ofEieVtpGnBRx9ucv1av5ble7vJRs/r4SsfT3pPdeQWj280brEebNiEWijrAC49tsJt+l6f0IlQQrHqr9JxO7jSRQlFqEI6bptVf5VSF2gMUigiFeHXSctF8UKYwxWP622cpRfW6N7CxpWSeJ66msyxOWtjX0X0YUEAPJjN+O3BPt+dnvJwPGaW55Ra0/Q8VsKIH62v84vtbTaaDbpB8JSyxz/EWWRpzvHeECEEazs9nKa9lvOqZJSmJGVBZSwxc5JZhZe1qPGUmgtAHOccn8yuBJ+SUtJsBqysNGg0fFxXvVyAonZxRk8x5gGgQaf1GDgFXJBnhFs7Bkb1IvE81OoS+yYErWbA2mqL2SxjeAV1rR96VHpKnP+WvHyI51xHiQalOcSYEqVaIBTaJLV0699vxbisLJkkGVntEdP0PXphSGU0Wa0W6DuOFa2oSjxlF7NZaefCyHWuXES8ON58/OmutQgin80bq/zsLz9Ea22J4Y7CcRUr6890aOsCwo0Pt1jd7vGTf5RZCVxjal6Ha1WjuhFBw3+qM72+u8J/+3/9M3RlaHYjwqZ/IXH81o92aPX+GX7g0uo1LK/k3PlaWe8QNgJ23tvg5//0o1pNTVvxHyWfSjqUc/k1wauBgi9/rI1hPE94fDxmmmS0Qp95mlsvq9eQuxbCdoOVsKqSB8mUf/XgS/7t3l0kNmF1hKLj+WxGLT5eWefPN66zFbVwpGTFD/lkZZP70yGfnh5gjKEfRKxra+p3fzrk8+ERdycDAFaDBh90Vun6T6/tAuXQ8QICx8LDj5IZ30xOudbssC4b5HVRLnLcN7IleONkw1cNVrwdtKk4zO5SmIzS5Msuh+DlF4MnQzx5MamuqCoOxzMenAyZ1gZjAKHv8t5Gn59e3+L9rT47K+8G0uA7DgQQuE4Na7EAlbQomCTZMpt9WSwWOot2XeA4uFK+8WC0lMzmJTeRMYDF06KnlpdBeW4ykNjOBlCrYFCdTZBGNEFtImpc7EI1IvJc1lsNfEdRaM1KeLHMabPhs7XVZWWl5hXUcnGvOq753CpS+f4hRVGRpgWTSUqnE9Fph0SRh++7b1RZX0SgAgIVPPe8EgolVG329/z11XSa4JxBzEIVEqqnr2NjDKhFxeTVXZnXx1O/2evf5b68bPtKXj15XLZ4r5BtzIqcw+mML46P+c3ePvuzaa2aZb+baWY7HVLYyvzH62v8eH2d4BxW9x/iLOJJyr3PnyCVpNkJiZr2/tH1WJdVdtG1IFy+qBqWpjmDwYwkqZXxLhFSCpoNn163QRh4l5z8DLZLsfhJLbzKpEAGOq9x8a41PaVhIQQmRVBcet+EEEQNj16vwf4bqFL9EMNQUOkBlZ6gZBspQvLqMSBxlBV50Xpak6v/0FTUN4uirJhmGUlRLFX2sqKqk1pjc1Vj/RvivCDyLEc0znOyomS702a9bYuJrz9+vJ1xZ9Et6K69ml965hCuaK80aa80X/GOp6PRCmm0Xi2Q0F1tvdCsD7Du9o2n9/lN553XnXsXoZdqbfa7Dz3XcjvcFFVzLi8bi3VkUlpxn/vTIaHjcrPVwxHqXFfMwpvSquT+dIiUgo2ohSsl/aDBShDxk/4mQsDvTw/Yi6f8+mSPjhfgScVhPOPBbIjB8OOVDW63V1gNG3jPFOQXUK3tRptb7RWmRcbfHj3myXxMP4gwBkLHktm3GhfZK1wu3jjZiFSHzeAOB+m33J/9HafuI8bFIZHTJVAtlHCQSC66eYQQ9NxtPO/iC7TUmtNpzP5wSnyOH9EMPD7eXecn1zfpRu9O/UMpiS8cPEfhOpKyJsXmRcU8yyku5Ek8HYtuwKL4tlAjfNMotLaazBhrBnNh8mJAz0AfQ/m1JYOb2E60TyUd5/f2XDg3EcE/t92O+q+OlKxEEaHrUmqNNobAcS6EqzWaPq6nWF9t025HVpv6klXMsqzY3x8xmSQ82Ruy+XmHD+5s8N7tda5d67PaPzMg+mHH2wAU/vHF64EMXi9O45i/fvyY3x0c8PXpCd0g4Jc726w1GkSuy+Fsxt3BkP3pjG9OT5kXOdc6HTuJvEzn/b/SmAxnfPbXd3Fcxc2PtpZqVEoIPKVwK0lRVTRcl9UoYiUILxyfsqxkPIlJruAKL6Wg0fDodEI8/zLfTW3Mtuy0e1gVn4b9f1mIKUBorIlau+58zDAmQVw62YAo9Ol2Istn+iMKWzT0cVQXz7mOFBF5+QCDIXA/wpBTVE+sAtQfemffMEqtSfKctObPzbKcJ6MJTd+jEwYM4pij6ZxpmjFNM1q+bxWPsoy0KPnl9R16UWilwf9h/HjtWHAO3g4o/813xgCNwGNzxS64pRCs5BFJltNvXw1aW2rDMEv4jwcP+P3pATdbXf6kv8VWo0XXCxE1PzKvKh5Mh/zV4UOrWDU4whGSyLE8jp/2t3CkIq8qHs5G/K+PviHTFVprAsclclw+6q3zk/4md9p9y/t4ZtHkSkXDcfm4t26N/yZD/t3e3brzImm4PruNDv5N5w+bbJSmIKkmzIpTxuURmY4pTU6gWgSqUfttXHzDSaFwGh5db+PCv1c1638wi8nKCiEsObYd+mx2W2x2WwTvcFCXQoCQ5zCbUOmKotJkRXkpgzEpBaFjyT42QcjJqopCV9aB/Iqr5UXFcJKnDLMEDKwE4XOkH8DCB6r7UHwG+gijB9i7RmPhAa+aFp6uUi10mxfywq8Kt3ad3thoc+e9de7dPyaO80tVpRfqVElaMJ2lDIZzkiRnNE44PJqwsdFeYrabDb8mG7/YE+APEd+3m/E/xNOhjbEFizjm86MjHo3HhI7LjW6Pn2xssNVqEdbJRtv3+bv9A74bDHg4GvFgNAJgvXHGiSm0JilLHozGjNNsibFdcD5WwpBeGNLwPKIfkFrVs/fbm16XWVpwejDCcRV5egYfkFLgOw7jLGOYJggETc9btuef/dwsKxmPE9KrJBtCEIYe7VaAd5lqovBA9msVqnMiFUICLsaM6+fkGW9NdsF4GGoDtUtDggVB4NJqWUWq7ytGScJJHDNOU8a1MdlVQ0r7XbV9n41mk174bBHP+k4IESBFEykiwAGT1q7hKZWe1lyDd6vjX2nNOE0ZpSnDJLW+VdgKbS8K6QUBLd9/bcU4KSwJ15iStCiXHYzQdQhdBwzMav+jShvSsqwRDyXVgusm3m0p5ZVzqFj89/Q+PMvFg+9vnlp8dmX0UrFxIYRiMMtOkDaW+5JUBUmZ06iVNxex+PvCMPR85FXFyXzOIEkYp7Y79ToRuA5Nz2M1ilhvNq1wCnZNEwUeWW4dyYvSyrEv7rnL+GxoY4jLnNM05tF0xFEy5c/Wd/nF2g6bUZO2FyAQaGO7xK6UfDE84jSNOc1ihmlMqSsCL8BXDrdaPdKyoOn6PHCGxGVOoTUdL6AfRPxoZYNPVjbpehYafKEXh1LcaPUsF8X1iRyPXFdoDA3HYy08cyZ/3XjjEXFanHB//luG+R6VKUn1lJMsQwoHiQLx4ltOCY+uu8W16McX/l1rQ5znTNOMojYZi3yPThTQCn1Cz720YdybhJISz3GWEKBKa4pKX2pQd2p5s6br2wQhTZgVVj3KV1dvsyZlwTBLOE7mnMRzukHAZtSi5V2k+FFB8Rkm/Z9BroNaBbkC0srzvSrXEGoNxKvbr6+KjY0Ov/zFTcqy4vHjAVexSjDGkOclw+GcNC148PCUVitgdbXJzRtr3Lqxys0bq2ystwlDjx9QrvEP8QeOSmvSsuQ0jrk7HJKVJX+6u8PPtrb4aG2NbmglfVfCiBvdLpUxfHVyzDjN+PzoCFdKVqOzilVWlozTlO8Gg+WENkoTItejEwT8fGuLn2xucKPb/UElG287jDaURVnLWZ/dzEpIfOWQVSUPx2OSssBTDqXWbDVaeM/UnLK8ZDJJSdPi0hwcIQVh4NFsBpdzDBeRVdhTFy+AhT7EmNQmFc5N29UQAdBByH4Nr7rcoCIEBL5Dq+aSfF+xN53y148f88XRMV+dnFC8hmmXpxQ3uj0+WO3zlzduXpBsUKsiLVAKGkNBqY9J8t+hTUxRPUHK4Jxq0ruJQmsejEZ8cXzM7w8PuT8cIYBOEPCzrS0+2VjnTr//2smGqxSt0CcpCmaZ5XU5UtIKfNZbTZKi5Hg2px34KCmojKHSmm4U2qJDI8RVb8bJvEws0oaF9O4iXpbkmLr3ZNNu8b12DRaJRlaVpFWBEhJPKipjKHSFK1U9Xthi7GE65Sidsht18aOO3VMhyKqCQmsi5T6XbMRFwWdHR/zd3j5fn5ywP5u+1r6uN5rc6Hb5090d/vLGTeu7USdDEpjGGQfDKUlmkw7fc9haaV8KaVEZwzhPOUnmxGWOEpKtRptb7R6ePEOpGKyvWdsL6PohSVVQGW2TgHMQ+vWwQcPd5ccrG6SV5csthE9s18IqV71M9VQi2IpadL2AD7prJDVqZkEM96RDL3gzFNEbJxuharHm36Dp9K78XikcGk73hX83GLKiIsktAVoKQehax0b/FdKaby3EOW2t8xnhJd/uK4etRoudZpv5MOckiflycETL9bjR7tLxgkvxN7KyJKkK7o2tZ8d3o1PisuC61+XD3hqrwfOqRGAwZg56DOo6Ql2z8o9ytT6CVxyFaNjJ+jVjkUGvdBu8/94Gh0cT7j84YTxOmM7SS29Ha4PWFUWRMJ0mDIZzBsMZs1nGYDDj4HDMxnqbbtdyOprNgEbDJwo9HEe9FW7HH3ssiNdlpSmKkqKoKIqKsqyoSm0hhJVeVnEWRMOFE602C9Uns8S1nv/dkrrPnrt3/5hHj08ZT15u6PcmUdQVUFvlSml4Hrd6PW73eqxE0TIhCByHduCz2WyxFjXQxvBwNGa303lqEXyaJHx9YsUOrLmlJdXlVUVSFHxzekpSFDhS0o8iS/77AWS/xsDevSMOHp7afXcV2zdX6a62efTtAYePBlfa3sNv9hkeTVjZ6DyVbMgaRhW5Lp0gQCcWBlBo/ZRI6uJOLIqSWc3PumzYzoZL65LJhlgo7T0XC5BGiVCZHevkGkIsFJS8WiTj8uOGEALfc4m+52QjKQqO53MejEZ8dXLyAhn0l4dfd+47vk98QTVYihDfuY02CUq2EDh46joCp54jXTznBlLskuaKvMiotMZRiqA+F1Xt7SAXMt7nHlf1mCKlxJHS8hxrDyenhiIZY6zwQJ7z7emAv3r0iG9OT3kymSKAlu9TaE2pNb0wZC2KEELYokNmr7HAc5ak5qKsyLISIa1s94L/4znKbquh0cZWopUQ9BsRkefSb0RcX+nW3kOKsqpsQqIUnlJ0w6CWTr16LKr/uq7+23P/PAIiqwpmZYYSglB5lKYiKQtcqQidM0NlWXcPNHbs1dgxO60Kcl3QcAIi5S0r3Iu4DMfwqpFUVubVfna5LNbqmsOghF0ca2OojOY0mzPKEnzpILCL9NLounJfsRt12ZCtp87Pouu1N5nYLvX49bhTkzRDCsGdft92YertSylwHHt9TuOMrCiX3/9VvnB7fp9Vo6pwhAQsYTzXFfMi5ySdM8hisqqk4Xi0PB/nnApX4LgEFyBbrhJCWARO6LisvNGWXhxvnGys+jdoOD20ufoAJ4QgVC+unBtjKKqKvCjR2uA4tsMQvDW1h0tE3eLT9UIJ7AUnLynDGjouN9s9DuYzHk5HHCVz/tP+Q0qt8ZQiUA7BRa7Sz8S8zDmO5/zmeI9/8+gu9yZDSqNZj5r8dG2TzcYLzqMIQHYQzi64H1pVKtnnUneGUHAJQ6ZXRasVEIQu7x2ssX8w4u7doyslG+fDGLtIGY81SVLw+PEA33dpt0O2Njtc213hxvVVdnd6bG12aDaDf0g0LhH2vFoy/nRqk8HpLGU+z0jSgjQpSNOCLD9LRIqyTkaWiYhemv09/dzZY63t/3GcM4+zK0Forhp5WTKIE4ZxQl5VrLkuu+02G80m3jNYagE0fY/tdptRmnI4mzFO06cQ6PvTKadxzJ/v7vKr3R1WwoiW5/HdcMB3pwO+Pjnhm9NTttotPlhdJXCcV7gzfD9htOaLv7nHv/9//RopJWHT55/9X/6Uj3/l81/+zWf8x//3b6+0vWSecnowptNvYvTTyYYrJf0w4sP+KkfzGUfzOYHjXFjxK4qKOMkpisvPHcvORiPAfQNZ83prtpOhghpW9exYd/Vxw/MUUeRdyT/mTeP74Ego2SbyfgVopGyC0UT+LymraxTVE0CjZI+y6jNPPdJiTl5WNHyXlZYtWOVFuUQJVLW8rCNtMlFUla0Quw64DmlRkBYlDd9bJhtgRWOmWcYXx8f850ePrUN9bYSbVxW/OzigqCp+vL7G+/0+SgiKomI4jsEY+r3m8rvJ8pLT0dz6C/Uay2TDVYqWLwgcZylzvTCzlULQb4Q0/YvnRSGs8e7rzjiLRKPQFUllxQk85eII+dQ2x0XCk3hIoBzWgzbzMuMondByA9b9tjWHA9x6AV8aTWGqZfHnKJswyGbsRD3coIuScimCA7ZL+bZ7HrMi5cF8QFYVCCAubcIkEE8p1SkhUUJS6IpClxwlU4ZZTFJZmf9pkdoEYBV6foQneSFU/22HkmJp8ldWFQaDoyyp+7JnSwpBw3FpuT5CwLzI2ZtPeDQbs9ts06mT7Ume8ng25svhMd+OTnGVou9HrIdNPPn3jxP2xntsXZi910s2EIiXTsdiieOr/gC0swU2sKg0eVXVfhKWJO2fs7B/WQSOw412l1GWcnc84NvxKY9nEwRPqLTmertL2wv4/PSIeWEz9lmR8Xg25jfH+zRcj6wqOUliDuMZn50e8s3oFGMM15od3uus8H53lZXgog6ERMhtjPMRmByKT0EeWKMqFK+EB8i2hSCIN1P7cl2F6yqu7a7wy5/dwHMdylIzHsdMpldPOoyxhmBlmRPHVjhgNI6ZzVJGo5jjkymPHg9YX2vR60a02iHtVkCrFRIGLr7v/KC4Hd9HLLoKi4V+nNhzlyQ5aVqQpAVJcvZ8HGckNWcmy0qyrCSvE42yqijLZxMMja5M3YXS9f8WXrD8vdLP/f1dRqk189pTwxhjjTB9n8h1n6oULpJRXyk6QcA0yxhmGUlRcr614StF0/fZabf5aG2NXhDQ9HyrRuM4PBiNODw95bTGz8sgeC6p+YOEEPihR7vXRAhB0PBwfQddaQaHE/YfnLC+u0LvEoo1YBf8o5MZzy7GTV15NHUleLHgMdSncSmfZ99Xlpo0zSkuoep3dijWzyIM3ac626UuSaoYja69bLzl61+wpfrvLlyi2HO5fbPeJYHvfj9d9zpCx2U1aiwT5bQsl52BBcSnPPf74vmXhTYpefmIsjo59+z53pTGUFLpCWV1hO2iF2SFYJYGpHlAqTVpXjBNLAw6zgtaoc9qu8E8zTmdxviuNSddLHbnWY4QgqK03EglxNLnymATimmeM0wTTpPkqc5aXlVL/so0z8nKCt+x3giD0RxjoNUMCHz7fSdJzv7xmNB3LfSt7oJLIZBKLVWGnuU2eI6D5zgv9WZ40XW32N8X8SYKXTIuEuIyWyYHjpQ4QuIIhcFCjob5nNNsiq+cmt+QM8hmxGW2hNIUusSXLqFyMTXkseWGNJ2AUlfMy4xBNgPAEWrZFQmkx0vVpF9xDC8OuyBPq5KkzInLnHkNI3JrZUJZd1Tkcu0nyWtYVVq7ZIMlNSshkc8gNJSQtP2AjVaL3cR2zZfXfc3hO38PLB5fdiYyxkLBFkqGbi2DvPB2u0xhUwrbjVgJIt7vrJJVFadpzF8dPqA7DC3HzRjSqmSUpRwnM/pBxEbU5Ga7x3rYeK155bxHlt3X7xfx8cbJRlbFDIs9Sv1qN+1nQwhJz93CVxdDdYSwhmeuo5Zfrq2amkvxJd40TH2RFrXV/cIl0q0dnC/j/B04DtdbXYpKc3c8YJJnPJqO+HU845vRKStByFrYYJynjPKUSmsGacKXg6Olf8YwjTlNEwZJzKywN+nNdo8Pe6t81FvjVruHf2ElTYFzC0GByf5/kP5vIJs1PMrHQgVesvPObUTwL2qOx5vHznaPlV4D17ULnW++O3ytZOOiyLKS45Mpo1HM/Qcn+L5LFHmsrba4fm2FmzdWuXVzjfW1Fo7T+K+S21FVZnme9g/GHByOOTyccHI6ZTCcM52mJEn+XEJgzAIudSbbd15+drGQXNyRTz3/3OOreWS8SWhjSEs7QS2cYT2lcJS68LJ3pFomIklh33d+V1cbDW73ery/2ud2r4eSEiUEN7tdmp7Hf3782LbXs4xhHBM6Dk3/6sZmbzuEEFx/f6O+5i2MauNa336HWuM4ijs/ucZHv7x14cLp2cdP7h4TT1Nr5nVusqqM5cjMi5xpljPLM9KysBXACxZmZWk7aeVVOhvY4oXnO0h1trXSFAzzU3KTs+5v4DjuH0DDRlgxEU8hv8dko+l77HY6ZGWJIwSzutq//Hn2cVlSlS+Hrmk9Y579NUn+m/qZi25a62pt5W5BCpc0v8MsDShKaxQ5S3OGs5hxkjFLMnb7Fnt/MJryzf4Joe+y0gzpNUJ6Tavss0g4pJA0fJd+nQMbY8nY87wgr5Wino3KGMrKztdZWeJIuexgGANba21Mw75vHuc8ORjRjHy21ztEoffc4uvVy+eXP74ozpO0DTxV+Mh0yUEyYlTEyJqLURltvZscqwA5K1OSMre8h1IwL7OaC1EwLhIO0jFxlTMvUkLHp+UEeMrBkw43G6useI1ajtowyGeMihhPOgTKYyvs2mTs2Zv1JccAl1u0erUR3azIGOUJWVUuYV2V0XjKIlYWECKrsimW5zVQruUOSEnouPT8COcZdSVXSVYbEbd7PTCGXhg+d+0/dz8UxSuT70VUWpPX4kBCCALXpRX6V5K+Fdiu2XrY5FfruwTK5evRMZ8NDohLaza74Ek0XJeNsMUn/U0+7K7xQddC5i+z9nw2jGFZ4LOnTFzYcX5X8eYE8fKUh/NPSavZhX+vEYh2gcKZ5KUrfXwZ4QqfzgvUqKSw6iah59ays5o4z5llGUVps8uXVRHeNJLc+mnMs5yqXnRJIQg9l050OTUUKSSBI9loNPnl+g6uVHx64vNgOqrJ4hmDNCavqrodbJjlGU9mE+ZFQa4rZnlGUhakVUnHD9lttflJf5Ofr2/zfq//XKX2LHQte/sdmImt4InIdizwXl3RExG8RSCI7zt4nsPtW2uAsWpS7ZDj4yknp9Nltfx1whizhPeQgJQpzkgym6XM5imngzlP9kasrbbo95v0uhHdTkSrFdBsBctK5JtcS1pbD5Z5XjCcx0zTfCmAs1igiwUHSAhagcdWp0UzePsL0sX5yPOS4ShmOJozHieMRjEnpzNOBzOGwznD0ZzJJGE6zUjSq0FafuhhIQnmHJlOLDHiF4WV+rN/0+b5pKjleWy1W/TCcEk+NcYQui4t31/6chSVVa16udHm9xdCQG+9jaqx81JK2t0GVVUhlSSIPLZuWFfgy4RUks/+uoHjqqfuF1HDqARiSfjsRxFt378QZlBVmjy7nKrf2YdYSXLXUUgp0UaT64xxMWIvfcy8nJFVGSveCr4KkQgKXYCwBrQApbbQPSkkjnDxpEemU6bFlKpeOIcqouE08aSHI9xLjwvKUXieg1Lf3yze9n2udztErstWq0ValrYafM7vJC8tr2hW5Hx6eMiXxycv36hwcNQqnmOvCW1SyuoIY3LrsyEbCDxAYMjRJkHrGVJofFdRaUGSFaR5QV5VCMB3rVjA8XTOYBYzS60Meuq79poMfZtQFCXz+r3rnae5iE7tTP8iGLWq+VSuUhhtGE1iDo8mPN4f1TAuQfc4QgCjaUKel8gXQG3f1JvhfFRaExcF4zTl7mDI4cyul9q+z0fra2y3WstjksJe17MypzRVzf8QTIo6+dAVuS7JdLn0sCmNJquva4sXEQTKwxGSigX3wyo9ZbokrjJmZUbD8fGVQ1oVJFVB32sixcWS8mV9DKdxzL3BgNPYdg76UcRHa2usNxsv9RbxpUPPi2oOjGRcJEzzlMjx6HghvrIeZIuOg1cTxpdhFsgS+3zHC5/jxjhSst5oIhCsRCHjNFu6cufnfrKyJC4KHo3H/P7wkGHycu7gIrmapznH4zmjeUpelLhK1mbTl6+gCWG/n4W3hisVbc9ne95eKklJIfCVqpWgmtxq99hpdOj6r98trypNUVQkaU6aFDRbAa2mv4Q6KyWQUtRFRpCyVqs6RxlYoCOMAceRVzL5e+NkY1Icc3f2t0zLiwcvbWy71XYmdD3hS5pOj7a7Rs/bfuG2hWDZZk3qasbCsTEvS0swe4dqVNMk52A4ZZZmy4tJCCwOtRldSv51EV0/4M82d9lqtlgNI/7uaI/fnRxwGM84Tua2Y2N0rdhQkFQlp2myrCqrWlngZqvLz9e3+eX6Nr/Y2KHpei8pQFRQfI7J/jerQuXcAbVjlamE4lWJhFCrLyBXvn4IATs7PdbWWmxudLh+bYW//bsHzGtIz+smG8+G1obCVAxHMdNZysNHA1xH0mlHrK62uHmjz/t3NrhxfRXfd5G+eGNlM2000zRjfzzl870jHg0sOc125PRSFk/WE+L1fpd/fOfGO0k2ALKsYDxO+Orrfb76+oCHj055sjciyyz34jynQl9xwPxjjZedgbD2jbhIaWphXufUlbmiqr6X7utlo9mJCGvzPYFAOpLZOMb1HMJmwOpWl907Fxd9no3ZOKbRDp5z73aErTh6SqExRJ7LhtdkvdHEkc+PNZXW5Hn5SqPP8yEQKCVxHFUTiyvias5pfszj5AGD/JR5NWNSbNDzVlBCMS2nCAQtt43BEJdzDAZPekSqScttM8xPeRjfJ9N20bHmbbATXqPldFCOc6kuybIT736/MM0FNHC33aas72PbbHz6/3meM05T/h+//e0rkw0pIiL3p/jObQCq6pQ4/1sqPcJzb+OqbVTd8a70lLI6JC8fIujgyIiyUgymMUWlCT2XZuDjKElVaU4mc6aJJTcvuo3t0Ge908RVChBMkxGn05gkP+N0CSEIlEPL8/Br/sT5e0xQQ5wdxxbgEJyczrj/+JQHT06ZzjIG45gocG3y47k0Gz7N6BJO9G8Y2hhGaco3J6f8yy+/5K8fPwbgVq/H//Dzn7PWaFjxBiFpOj6z0uUkm5JWBZHjo41mXljScuT4FlKmK1xp8LHS0rmu8KVDw/FxpcIRjiWaowmVR6g8C1UrM8ZFwiif03Ej+n6L/WTINI+pzIKk/HyUVcUgjvns8JB/+eVXfHp4CMBPNjf4v/3s53TDwPoSvSDZCJRrF9ZuyLWox5N4xL3pKethi1utVTx59p0uCruLRW5ds1uGqJWanv0kVyk2mg36UUipV5bKTMv7oC785VVFnOf858eP2Z9OX51s1O+fJhl7J2OGs4QkL+xcruSVoKDLfZWKrajNatDg4+4axQKeVa8TBGcyzJ5UuFJeOI5eNmwnOefkZMrxyZTdnRWi0FtCpD3PwXUVRWF5mMqRqJqPIqWshV40WVbaIlt4WVNVG2+cbLTdVW42fvaSzobGoClNTqFzpuUJs+IUXzaJVAdXvnihpaSk2whYazeYZwWz1BrpzbKcw/GMw/GMXjMk9N6NzOTJZMbnjw85nsyXzwkh6EQhW93WEkv6sljcDI6QtDyfnUabYrWi7flca3U4jGeMs5R5WZCVJYXWaKOhXpR6UuErh7bn0/UDbrZ7vNdZ4Wa7R8+/2Ln7fJi6qoHaRjgfn1Ojki8cFM52/s3UqJ7b3AIb7zlWKm6ri+9bFZCVlQYHB2MOjyYMh3PGk6ReAL/+5xnDckGd1WokaVoyjzPiJGc4inn0eMjm5hFr/Rb9foNu3fGQUl4Z0yiEwHcdOmHAtRVrCnc8nZOWJavNiIbvoaQgKysGs2RpivgMlP21YwF9Oj6ZcnIyY/9gxP7BiCdPhjzZH3FyMmMwnC9f98ceC3UkV1nIwAK7Xmr9nN44nEnlGiz80X1mIHWkJHCehk8+tQ2xuN+Xd90PIoQQKEehnoFaup7D7U92UY5k+9YafnC5cbTZDlnfXcFxFa5/NoVoYyjqbo71FlKsRg06vn/h+Ta1+tmVrkVxpggj5GKM9AhkUHcpfDpul57Xp+k0KXROWiXkOqM0duGa6hRTQ1NiOWdeTSl1SaQaNFSjntAFe8kT1oOSQIXIFyzAng0pha0Qfp9Y6FrB6WUlC2MMkeviKnUpSViBg5JdJOeKTcIB4eCqTXznZu21IdDSLtTy6hFKVgSui5QNpLDmjlJYVTZH2cdpXpIV9scmIh79VoTrKJrhgp9hiHyXXiM6t092Mdn0rarcJxsbHM5mjJLEure7Lte7HX66uclawxYD262AjbU2t2MrdLHSbRDWnA3fd2hFPqsrTTzXeaf49UprBnHMo/GYvemEg7qz0fQ8KzNqFnKldjG+UGcqdEWg3CUvQ2IT+soYslo+NlAupbGcBlcqAuXhCstp0DUMy5UKTzr40np+bQVdXKGWiUyoPJQnCdTzULJFFFpzEsc8Hk+eOobtuEVWlc9Bq54N2/VQOEJilMNa0ERj6LghbddfdmngaRTXUjdOV5RG4wi57P6kpvYrM2LJpUBYXpkrJV6dlKhn7t+8qpi7Lm0/uBQkabEvoeey0m5QVpo4y22nKK+uVDA5fz68WsGs4b65EM+rQim59P/JspKj44nlZSY5aVayttqk24k4HcyZTBMakU94TtHTcjcL4jjHcSS7Oz16vQZSyksl6m+cbKz5N+m4Gy+dXg2QVXMyPefB/Hc8jH9H192k520Tqhc7EjpSstKM2Oy2OBrbBX+lDXFa8OR0zKPTEb6r3lmycTCe8bsHB8vPBnuBdBsB2702zeBqF4gA2p7Pxyvr3O6s8I+2bzBMYw7mU06SmEGWWKy4tm1nRynark/PD9loNNlutCwh1XFrgtQlEKUiArmKcN4H7+cg12qC+GVC8hYukRdGtxPRagasr7X56SfX+OzLPb74Yo+vvt4njjOKkrfW6VhElhcUo4rJNOXBwxMakU+rGfDe7XU+/miLO+9t0Ih8PO/q0n9SCFqBT+R5bHSa3J4n/PbRPsN5wsfb62x327hKMZgn/O7Rvl0EvsUKaFVpyrLi4cNTfvvpI77+5pBvvzuirJWjFonXfy0hhSBwXDzloI2dLPNaplBewNsotCYu7AQSuvZ956+BRZXp+1xIvsvwApcf/9l73Pp4h5WNy/Oy/Mhj80YfpRR+eDYGVsYsk7Wm69H0fNaixrIK/WxowxKeetkQ2ElTKVlr3isi1aDj9mg7HSSSa+ENtsNrKKEY5gM0FfNqRmkKBILSVGgs5l8gkLmk666wGWzRdFoEMuBR8oCvp18ghGAjeHH3/bn9E8JCxv7eXyICIXxEncJI4YOpAIMj+7hqm8USTNGh0iOMyZEypRE4tMMm/VqFSiz+MefEApawUttRdmqYXeR5BK5LtxFQrveWxNtFuErS8n0+WltjkmX8em+PrCyRQrDWaPCrnR3+dGeHjWaTwHPZWuvQagT02hFaG1ZXGoTBmXiAFHWn7B1zbEpjOI0T9qZT5vmLFfhcoeh4EU0nYCPosjC7o5bgpSawLx4vCO3mqcf1sdQr9kVvYAnhBVpOwI3GKkfphNNsStPxCfwWTSd44b7lVcXxfM7+bGbFM94gBND1IppusOwKP/v3RZi6UJRUBVlVEiq3hn6VFKYiUA6OUKRVQaHPYGdgi7xCuM9t/7X2WQg6jQDftQTu8dxybLPihwOZfVm4rrKKrnVifVRbEczmGVla8MH7mxgDd+8fs7c3pN9v0u008GqDpNE4ZjJJmM0zotCzEuStANd9mqT/onjjlaQjPRz56kW3LyMK0ybTMQJBXI04yR7R96+98D2uUmx2m9xY63H38EwLfpZlfLl3ROi7RL6L7zoE7ttTADmZzDmezPl675hvD04ZzmOgzkQdxUanxe2NFTrRi2/MZ2OxaFlo73tK0TAekePSdH02o4xZmS8XQxY/Lgkdx2Ia/YCuHyyTjMsuhIWIMKKJqR4jsvScqd9l1Ki64NwG8W6Ul5WSdSUwIAhc7txeJwxc1tfbvHd73VboTy23YDpLl2pGbxLnux15DnluOx3GGOIk5+Bowv2HJ2xudNjc6NBph7Ral5PPFULU3y94KLKa/3BeyQzspJDUpmjlEl4Fl6MXPh95bisODx8NePDwhG/vHvHdd0ccHE4Yj+PX2uZVYrFgePqnXgw++5wUCCnIs5I0K854Nu8gFpr33cDHlZKkKDiczdhoNlmNIvx6IXMeZnI4m1FWmrVGg7bvP/WNXG5I/fsTUkravQZRK8C/QuGk2Ym485PrSClotM7GQClYwsimeVarIlX0wpBeEOI829kwrwHfq68ppc46jwKFFAol7Y8rPTzpIZAooZaLr8pUWAM0XcNTdS1rrtFofOkTqpBAhkihyHRa8zuugscGIS/RNf6Bhx3vzh+DBKHQVUpafIPWCaJGJRidkVeP0TpGOd0ltOTZ+fhpznG9BH7mNAlhvSGUXDBCnt0ne1/f7NnP2Ww1OZzNbaHH9/hwdZWb3S4t36/HHIXvOniuYjrPeLQ3tIv2c19ptxOxs9FZJiHvIiqtGSQxTyYT5vmLxXQWeH4pBe4V+ZIvEnRYbPd8OChc6dD1oro76OAph0C9uHBbVBXH85iD6fS1nbnP74sSAvWKNYgxhnGeMMxjCl1R1q7WldHMy5xcl0TKw1MO8zKj1BWR8nClItMVrpCsB216frSEcb3RPkuJJxqTKQAA2/ZJREFU51jOkMHUXGLzWp2N7zuKoiLLS2bzlMk0QVc1Bzlw8VxFXlQcn0yZTVOK0iZtjiMtzKooKQuNUpJGZE1Vfd9djsOXie9NrNcRHkq4rPu3aKoen47/DY/jz9gOP3jhe1xHstltc3MtoRWeNYlnac5njw6ptGFnpUO/1Vi2ad9GHIym/O7BPp8/PuLe0WCJC1VSErgOW90Wdzb7RJeAUb0oBPZma7o24TBRszbeeeZ1gnMycFedwATIyP4Un2GqQ5tA1ARxIVxeunxy3gPRsgnKOwwprZzltWsrbG11+PHH24zHCV9+vc+XXx/w9TcHZPWC+m3DfywpPefR4wF7+yO++GqPdivkpz/Z5Rc/u8HNG6u0WpdPKs+HrsmOszRnnKS0YiuvOIoTRnGCW8MKXiH88cpIs4LJJOF3nz7i3/1/v2IwnDMax99LF0Ocg7V4roPjWDy9/ZHLasriObf+fTxJGI6sXPG7TDb6UUQvDHGVJC4KHo8nbDSbdHz/LNmof2Z5zt5kSjcM2Gw16QT+H7VHixDgBx4e5krH2epGfPjzGwB4/tniRAqJ7yi0sYp6eVlxOJ9xo9OtjaieGZ+NhVKZq/HD7fWm5IV8vWefEXX3Qz7lG2Arn1JIKlPVsu0GJRRKKESdnCyU164Si2r5H99lIxC4aBOTZL8mk1+h6g55pUdoPUeTYaXsLz7415i9LgxXSq51Omy32vxqZ+ec+Z2oce3yKc6MNnYxeDKYce/RCeNpwvl84/2ba3Tb4TtPNk7jhL2JFX55F/HctX+J13e8iLZrnaHFuY7ARVFobTsb0ynJK9TM3mYMsjl3Zye19wcM85hRHjMtUtKqpOn6+Mq1/hu6YjVoEiqPSZHiSsUH7RIBrASN1042FnEGrbZKjUVpxRf+PiQbWVYwniSMaqGYZsOn0QhwXTsnp2nB0fGUNCtwHUUU+TSbAYPBjDQtcBxFOwhxHUW7HdJs+nWycbk7+3tLNhYXshIOjvRrQlNMZV584ykp6UQBW70211e7PBmMGdTEnHlW8Ph0zH/48j4nkzk31npsdpv0GiGNwCdwnVdOEwucZJwVzLN82dH48skRnz8+4sHJcNkeEwI2u01urq+wvdJ+zmzodc4HsCQBvZsQdbKwBY6yZn4ixMreOrxSaUqugHi3WMLzF6pbu8I7yiq6VFrTaoXs7vQ4PJpwejrj9HTGYDhjMklI0oKyfPOb3BgoK+uSradWHvarrw9I4pzHT4bcvDFkZ7vH9lZ3CeG4TPiO4ka/h+9YLfQnowlSQF5WbLSbdMKApu+99sJkkYB9880hn3+5xxdf7nF4NHkjVSnrY6AIAneJ2QwDlyBw8TxnSSJzXYXrqOX5sKRdO8krKZDq3P9K1M+f/X7vwTHffnfE/oFhPs9e7wS8IpSUhK5LP4q43ulyEsd8fnS0VJ1abVi98oWJ3xfHx0yzjGudDh+urrLZbP3RQKbAdvT27h5xvDdk++Yaazs9xDMLs5dFmZck84zB0YQnd4/wA5f3fnKN7qrVJjW1isy8KDiJY4wxrIThOXLmQmTjXH37igvzBQxH66er00pIQhWRVinH2SGFLmg6LQqTo4TCl0GdVAg84VCZilxnBCogVH0c4bKXPuY4O8KRLtNiTM9boeW0LkUOfyre8JI5S3LsJ/8QEl4lm4Tuj1Gyg9YzDAUChQEc5SGUg5RNPLWLks033ueXvd/KWCsua9Ke5SVHJ1NmccbWeofdrd5TneT1fovgHUGxFwIvWVUxSBKO5vNLdQW+j+980UV51fW6cG5Pi4JBEnMSx2TfY7LhSkXkeEyLlFmRURqrdNdyQxqOXkJbO64tCkbKW5KqF1K61rPkzQuVou7arXYafLC7ZuHJ2rDRfbtCOu8iXNeh0fDZ2uzieQ6+7xDU3QmlRE0Ut90PrTUrvYZNSCJLIl+8TilJELhE4dWKcX8gG0JhVRJMiXlJWUsKQSv02ew0ubW+wt5wSl6eEGdWmWp/OGU4/46v94756Y0tPt5d585mn+1ee1lFe9nlZX00DJMk42A45bPHB/zuwQH3jgbcPx4+la1KIdhZ6fCzG1ts9VpX0lX+w4W0yYbascTwpxurl3j7qiWJf8/hOBLl+Ny6ucb1a33yomI6Tbl7/5jvvjvk628OePDwlErPKcur+7u8LBawnm+/O+LuvWOu3TvmxvU+/+jP79BfaS4J7ZeJwHV5f6NPrxHyzdEpj4djykrT9D1u9Ltsd9u0Q/+11yYLtanPvnjC//K/fspknNSQsNfcIKCUIAw9et2IjfUOa2st+j1LnG/XkLJmwyeqExHPs92M5aJc8Pzi7Kn5zD74L39zj/k8YzZLOTycvP4Ov+xYhCB0HPpRxO2VFWZFwaeHh8yLnJbnc60oaHoe94dDfrO/zzenp8zynG4Q8KO1ddYajUvwov7+hK40dz9/wqd/9S1//s8/YWWzYxcbl1ThKYqK8emMe5895q/+P7+n1WvQ3+wuk42qXlRNs4zjeF4TxKOl+emzHbylpOKVzvE535dzF7oSiobTZFZO2E+fcJIdsxlu18Rxh0AGpDq1BFsVUZqCwuSEqsFWsMOkGPNgfq9OThzaToe+v0bb7V6aHG6P6e3A7Wr9HMSroK7fU0jRIvJ/ga/fp6j2KKsTtJliACWaOGoVV+2gZIu3KZf+NiLLCvaOxpRlxa9+eoPt9c6S8wMsYXnvKspaeGKYJBzP55f2dPihxEJNMSlLBnHCaRxTfY8chVB5dN2IcZ4wyOc0HZ+2a71DFiT6BQnerZ3Eq5qPtehEVK8gr182rOGjYKPXYq1zlmC8SyWztxUL64F2K+TG9f5zw+7zqBp7/tZrjtXTf+RK4yK8hWQjrebE1RhtXp7pLnCyo+KQcX7AvBzSdFZwZfjC9yzkvxqBx8c76xSVdS/OipI4yykrTZIXHE3mfP74kNOp7Up0ooCG73H/eMhofiZplhUlg1nM7x7u1zKFirwomSQZ4zjlYDRlbzhhOLMQgEW0Q59eM+KjnTV+fmubjU7rrVUeKq0pjSWuZrWJ35LoheV2+Erh1NJnV/tcAWoDIc5/zeYFv1/09rerRnWZON/xQZ3hs5UU3Li2QiPy2NzscHIy5fR0fs4vImY0jpfyuW86nlteB5yezqgqjesoJpOE9+9s8N7tdVxPvdJnxSpo2Gt0MIuZJCnrrSb9ZlT7MVRoc/UqltYWJ/ro0YDff/qYL7/aZzyOa0m6y29nAV9b6TVYWWmw0mvQ6zaW/ietZkCz6RNFHmHoEfguge/g+Rbj6dawKSmvTqZ3XXmlFuzrxGLb/SjiVzs7BK7L7w8OKLXmb/ee8PnREY6SxHnBKE3pRxG3ej1+vr1FNwheYJT59ziMIUtyRidTPvvru0wGc258tM32rTVcz8F5plRsjMFoQzxNOXw8YP/+MQ+/OeD4yYCiqGi0Q5RzNuEoIfClInBcIsd6/ywceuEiiBNPLfoudwxnQgjnkw1Xeqx66/gyIKtSpJB03C6u9GyHQxcUpkAicKVHZSoyneFLn7bbJVQRjnSpTIlAEqqQptOk6bSutOA3hqcgOleJylgS7FE25TAZ40rFdtgldDyrUIgl0mpjKGsVHk+qc2Pmu7yXJCCRsonLBlI0MGTYhCiw6lOyUUNzf1ghhcBzFVpr4iRnMkvx3DMvFNdRdYX37Z+/qpa8PZhOmeXZldyqfyhRas0gSTiczZjn+fd+DJHjsRY0UUKw4jUIlINfJxpW/lovvTtkDbXSxpAbK7TTcHyajo/3hhAqeJZ7+8ab+17jrIssWIBynu/2XMylWsSzr/9eOxuZnjHIH5PrlztBa1OiTclB+h0Hybco4dJ2117oHn4+Qs/lR9fWiXyXg5GVvC21pqis2d5onjCOU758crxUA3GVNYfJz8FJkrykmsyYpxlfPjkmr82DyprAq82ZO/L56DZCbq51+dHuBj+7tf1WlA0WsVBwmRU5kyytFRU0spZsa3o+HS8gcrlQV/rlIUFu2B/gbAo0XG46FLySRP49hJSCIHDZ3uqxtdm16mZpwcnpjCd7Q7799pDv7h1x9/4xRVEtXa/fRownCZNpwmgc89U3B/yf/vknbGy0afJqU8eFQdUkTTmZzZmmOR9sBKy3miRFTpwXr1Uh0tpQFhX3H57wv//7Lzk6mhDH+ZUTLCktOeza7gofvL/JB+9vcP1an24nIoo8EOdQ7udgB3/fiv39KOLPdnfpBAFaa35/eMjfPNljnKYUVUU3CNhoNvnT3V3+6a2bXO90aAX+H1VXA+wdXxYVs3HMp3/1DV//5gH/zX//S3rrbQsPeC7ZsAv76WjO1795wKf/+Vu++vV9qrLizk+vs7LRwX2Ks2FNWBuuS9v3l2IXL1JqWQgLXBVGpbV5TizCFR7r/gar/noNlwIpFBL5St6FQGBcw0awdQb1QrwSw37h/i27Lld6G1DPBVXBYTLmt8NHRMqj4fjL6q2oibwLmVNPWhnm53XV3l0IXJRcRcn+c3/5oYZUkjDwbGduaouPYeAtOZ6NyMN11TvpbmhjGCZWhWqW5X/vEg2w/honccz+dMq8KL73Y2g4HpHjsepbXqusOxaLpH45NS0eL7vriz19l2n4P8Rl480dxItTHs5/R1y9Cgphv/BcJ/gqou/tsuJfo+ttvfIzFnrEq60Gf37nGpHn8umjQx4cDxjNU9LinMazse6Hi+z7vOmPNpqiAlPDsEqtrRP5CzL1XjOk34z4+c1t/uTmFu9trLyWTbzdrVrxpsg5jGfLn0EaM8ky4tohvNTV0hldCtvZCJRD0/Npez7rYYONRpONqMVG1Fw6aF7ogApgYoyZQnkPqkdg5mBSXp1wSEqxQaZ+gZHbZ8Q7ccVK5BvG0/huKLVhXuZklEQtj+t1t2N3t8cnP9rhdDDnZDBb8jvGk4R4nr0RgcsYSJICY2I++/wJQgh+8uNdPvxgc6mydFHkZcXeaML+aEo7DFhphASuS1IUDOYJWWG5G9o3V/L0OB3MePR4yL17xwwGc+Lk8omGEBBFPp12yO3b69y6scrWplXeWu036XQjgsDF+SOo6tuFowYqpMxZbzr86e42N7qWv5GWJZXRhI5Dy/fZbXe41unQ8ASVnmGkQuLyk401/u+/+DnXOl1u9rr0o+cLJL7j8E+u32C90eBOv8/1Toem/27MGl83lJK898k1hBDs3TvidH/Mvc+fMBnOufOTa1x/f5OoFeK4ivkkZnA04dHXBzy+e8TBw1OypOCjX95iZaPN9fe32L2zQbNz1pkWQiCMIXAcekHINM+sUks9vj57fSsl8a66yFt2Np5WsVqoJ8lzz0nklRKGi1539a6jsV2X1xCysJyXCp8zY7akytlLcg4SO782nYBAWePEthtijP9O1vmLc7tYzC27J8vzIZ57/YKb80PhmSxCSUkUuKRpzizOyPKydqC3+7jaa9Js+K8sHl0lFuev1JrjeczD0ZjpS1SofoixOIa8qjiazXkymRIX3+8xLK+j2ujufLn1uUtMPPu+H841+EONq96nb3Jfv/HdNStPeTD/PdPy+KWvU8JFCZeW06flrrIR3OFm82d48nIwHSUl/WbEn79/nc2uJW7mRUlaVKTPaD5bjOHzg/15IjCXEIToNyM+2F7jLz64zj/9+NYbEcIX+zUtcr4ZnfLb431+c7zPg8mQQZqQVi+HoXU8n34Q8aP+Oj9b2+Knq1v0gxD3XBv9wk80c6j2MNl/gPw/gD4BPcIuwl60AJeAolR/wsztot0VIscjwMGVV8VYv90ojWacJeS6Yr3RZLXbZGe7ZyfqUjMczbn34IRvvz3iy6/3efTo9MouxRdFnluXzc8+3+PwaEoj8nnv9noNI3rBe6o62RhPudbrsNKMcKRkntfJRlmR1XCQq9zEJ6czPv3sMXfvHzMax1cig0spaDZ8trd7/OO/uMOf/vIWUcNCpP74wtSmojmGhH7DYbO1jXzFsFfoGbmeorSHI0J+urnGz7Z2XvoeXyn+8uYN/vLmjbd5AG81pJJ88CfXufHhJr/9D1/z+7/6hm9/94i/+/dfUWTlGSxK+IxPZ9z//An/6X/5HXc/e4KU1vjvJ//tj/jwFzdZ2+4RXaDSJuruRjcIqIxhlmcv7GxIKXC9y3OgoP5Gl52NF73qDzc+aa2pSv1a7vGmlvQUCNpugADSqmCQzfl8/ITKGPp+k1W/yZrfqmVK312d+Wma+uVezxVe/32FUoIo9JjOU2Zx/rzbsxBsb3ThxYju1wqDTTZO4piH4zHT7N0IYbzLMEBeaY7ms1q2990oaf1D/PHHGycbq/4NftH7P5Pp+UtfJ2r5QU9G+DKk623hyQhHvHoXllUVCZ6jWO80+YsPrrPRafLd4YCHJyP2RxMGs4R5mlG85sIy9FwavstWr83OSps7m6vc2exza72HUxtTXTWzW7TVT9OYzwdHfDE45uvhCQ8mQw7iGZM8o9AVSgjroSHFsvWva3WXQlekVckgS/hqeMIoS3k8m/Dt+JQfr6zzo/4GjhTPEXYMFZTfYvJfgxlakrhTSw2XX4Me2MdqA0wCegzVE8CA8z6p+RFPEo88HbEeNuj5EU1X/kHpf1lZcG86YJJntbP62YJHKUmzEXBtZ4VG5LOz0+PkZMrJyZSjo4lVtBrMGI6utkA/H0maMxzO+frbQ3q9BrdurLKz03vh6xeGS3FR4CQZjpIkecE4sbBDfYVEY+EPcnIy5etvDjg8nFxa3lYIaDYCer2In35yjU9+vMPtW+tEkYfrvCxhfTdhse3vuiFvMKZCm4LKJEg8MNGFkqnno9ATZsUDPNkkUKu4soUUTzvrGmPIqgG5HuOrHp7qAj+8hdZzIcBxHXbvbOC4it56h4MHJwyPJ/y7//FvWdvu4YUuB/dPOD0cI4Tg41/dYvPGKju31rh2Z5PuagvPd5+7ZqzghqaoKvKqwpWSfhjR8YMLu6FOjZW/UhfNQFlW5LViyrORliWH8xmFrugGIZHrLrvRWpua0CysVr82tTKZrI3DDKpWm9HauqFbwzGBNrUTs1JP8SSePn4rpZ3n5WvJTkssTCp0XELHIylzTrMZozxGG2tQ5gpFw/FZDVq03fAZSd+3F7muOEpmxFVO1wtpOn4N4xVUxsp1O/V8UxpNUhaMigRXKFb8iEA556Bor66IHs5mHExn3BsOuTccvFYKpYQkcl02mk1+trXJ9W4XsNzMZuQz9Bxmx1MMhs21NoHnUpQVzci7El9j0cWZZhnTLCMuCuZ5QVzkzPOCeQ2RnRc5kzTju8GA+6MRwyR5blunScL/9PXXfHl8jJKvjxr40do6f35tl5bvv9KH63wXapplTPOceZ6/8DgGScLdwYAHoxGTCxKmvcmU//HzL/gvj59Yc8bXPIafb23x59euLU1An1Wt+/sSz3YFF8XZNz2Csh5bJ1nGaRwzSBJGScIsL0jLgqysKPSCy2Zh+G6tyBh5Lt0goBsErDYarDdqu4i3aCr8qngLycZ1Vv3rzywcFjWO8889T2J7HYdmz1GstRustRt8sLXKdwenfPHkiN/c3+fu4amFRGXF2R68igMtFntnla/W2g3+5OYWv7y9y3vrK9zaeDOPCYOhNJqjeMZ/eHKf/7T/iEfTEZM8W7YFramOWroWuwsSYO2amZS2UzPNMyZZxjejU74bD/hicESlNe91+wgcnuc/VZjyOyj+E4geQm2D+wnIHiYxUN1F+P8HcH8KeoSpHkL+N0CJ8P4JWfke+ynE1ajWMFc1MetsErHHWH/jZxBJzoMXFgPb4ndLfj+3cOOZhecz79fnth2XBfcnQ07SObfaKywsIYUQKCVoNHwaDZ+dbZsAzOYZp6cz7t474rPPn/DNd0ekaYnW2WtxO7KspCjmfPvdIY4jCUOX7e3uch/Oh8AaOAohasdVq/udFgXzNMd3rBPpZZUsqkqTZSXHJ1O++e6Q4TC+tO+IEIJ2O2B3Z4Vf/uImf/Fn7y29MC4T58/T+c9cwL+uPBnUCKc3STjse5dXH08P6da8TVNQmZRKJxipl0IVZzthnhulCj1hXjykVCtI4SKEgyIEc9aaNxjS6oR58RC893BlE9sRtK/5IU6Oi31yXMXO7XXWd1dY21nh/pdP+E//8+/4+rcPWFnv4LgO+/ePMcbw4z+/w8e/us1P/uIOW7dWa2PGi6+ZhWpNWTu1O1LSC0JrsHZhsiFryN7VCNhFYZONi/hOaVXyeGqN0653NP3ILnxBkFdWQMFVyhJIdWUX+EpR1SIdnlIExrFu8mWBW0NZS63JdUXD9fA89cJuZFlZR+GLEqFXhS3GOYTKI1IeWVUwzhOmZWr5MMrOD00noO83aTjvDqZX6Ir9ZMxJGnO92UUE4CtL+s+rEoPBU3b5kFclgyzmSTyuIV6WvKuELUxd5l44ns/5/eEh//u9e/zbu3dfa59dpeiHIT/d3GStES2TDaUkUejhOQ7zJEMpSbcd0W4GxElOI/StSdsF0swXha4LiKM05clkwsncysGezOecxDHH9f+nccwoSaxIwgvGuWGS8K+//e61jvd8/Pc/+pgP11ZpeN6luGYLmepBkthjiOPnjuNkPuc0SRin6VK45qI4mM34V1999cbH8D/8/Gf8dHOzhmv/sMbPq85T2hg0ds0qamjhVREhT825xpBXFbM8Z3865ZuTU+4Nh9wfDjmazxmmKfPcJr6L+TlwHELXpReG9KOIa50ON7pdPlpbpeG6BI6DcJylN9C7jreq32owJNWEeTkk0zF5lbBYJboywJUBTadHw+nVS8k3O8DAc9le6eC7Dlu9NqfTOcN5wihOmcYZcZ6T5qUlKlZ66RyqpLBeDo7CdxWtMKATBnQbAb1mxGa3yVa3Rbfx5n3VeWEXx7853ueb0SknyRwpJNdbXW51emw1WqwEEU3Xw1fO8kYzpr7AdElalYzSlNM05uF0xP3JkLyqeDSd8PngmJ2DR9zurHCr82xiZMDMbMfC+wS8X4Hatn8SEeCC7IHaBbmKkCtWgao6xOg9TDEFfZN5scK9yYD9+QRPOXT8gNWgQdcLaLo+4zzh0WxMUhYYY+j6IetRi7BWjThMpjyejcl1RaE1W1GL7UYbXzm4UrI3n3AYzyiNXQi2vIB2TYz3pOLBdMhxOseTTg0rSLjsteO5im435PatNVqtgFu31jg4GPNkb8jDRwMGgznjyeUX7WAHgeOTKY4jufPeOtNZSuBbH4rzEbgOt9dWCFyXYZwQZzlFqVFScmejz0a7SSu4/IJhNks5OBxzfDIlz6tL77OUAt93ufPeBr/6xU12d3pLFanLxgKLPhrH7O2PiOMcKQUrKw12607SVaLSmuw1K8AWHFWQ6xlJeUBejdBUCBSubOGpNr7qUemMefGQXE8tvIc+Ri0SjtImC+UTKh1jjEZKH0eEZNUAYyqyakilE6TwkMIjUH18p0+9hGKSf8co+5xcT8iqAZ5s46o2rmzh/gEko68aUkk6q01ufLiN1oatm6scPhwwOpmye2eD3lqLT/7ife78ZJdOv4l8hRqeNrYbsCCGCyGsLOULFt6Oo6x88hWw8sYY0rRgNssu7E5qbaxEZ5oghGBeFPSCgLyqeDKdklcVoePgSLWc+xeVQLEkmRqSomBW5PjKIXI923EWgq1mq1YHlBcs6gxFUZG+pv+P5SY6tN0QR0h6XoNMF2RVSa5t8hYpj44b4sl3K72ujSGtSiZFwl4smOZW4etFX39alZZLV5Xcn56yHjTZjNo48g8Pz0yzgscHIwbjOWsrzSU5PE5yhqMYwHY6jHup9WBWVcR5zt/t7fHv7t0nLgrioiCp/1/8nhTFSxfpf8hIy5JJlvHXjx/znx4+Wu77c8dQ2qT+3Xehf5ixKPqmlYViK3lWfLCIFNsd0HVX13anbMdqlKZ0goCOb5Ww3NeA4RtjGGcZj8ZjHoxG3B0O2Z9MOYnnjJKUUZoSFwVpWVJU1dIkGMCU5XI8XnRD7g2HfHF8xH9sNrnV63Gr12O73War1Xq7J+6CeOMRa1FdrExJaQqmxQnH2UPm5YC4Gi8v0tBpEaoOa/51XOmjhIeDdbB+3Spg4Dps9Vps9Vp8AuRlySy1MqP7QwurmiQpcVaQlSVVZSvZniPxXYeG79EMPTY7LbZ7bdpRQOuKRiWvirgs+HpoORrfjQeMspSVIOR2Z4V/vHODT/ob3Gr36PohnpLPQaEKbSEJT2YT7k2G/PXBI5Ky5DCesT+f8NXwmK7v4yvn+WTDGDAx6ClCbSK8X4GIMHoMIgQcEB2ErEn6ahvkOqb8AtJ/jSnuge6RVC0GWUxWWT3rlSDkVrvPTqPNBob9eMJvT/cYZSnGGHabXUqjWfEj2l7Ak9mEvzt5wqzIScqCH69sWlMez6fhujyYDvl0cLDk2WxGLTYbbcpIEyiHr0bHfDs+oen6SCGZ5ClN73L+FAsjuk474sb1VeZxxngc88WX+/j+fe7eOybLC7K0uJDnc1EYw9JV8+BwzGSSIDriuWTDcxS7vQ6B6/LVwTHjOCUvK9qhz/WVLrs9aw552ZjOMh49HnByMqPIy0tPAEpJwtDjzu11/uxXt2g2gysTwLU25HnJYDDnq68POBnMUFJw6+Yaq/0WUWiTjcveOlX1+skGxlh1Oz1hkn/HrHiEoUIJn9DZIDLbOCKk1DGz4iG5HuPKNkqEGFNhqKhMSlIeMEh/T14N0abElQ181cN2RSqKak5iDtCmxJiKpned/z97f9YkR5bleWK/e3VXtd18d2yxb5mVVV3VWd1dVTPd05QRDilCyvCNb/xoFKHwmTMiI8Lm9JA9S3dVV3VmVmVmRGQsiAjsvttuuuu9fLiq5g7AAbgDDgSyOo+IwWBmbmq6Xr3nnP/S0jexRYAULsviHuPsy1XnJLC3CdlC4uDIty/Z0FpTlYqqOp2k+6HLxrUBrW7AxrUBf/P//jXT0YLN60NufrTNhz+7wc676wAU+eO8Miklln3a6TCSrIqivhELYeSdjVjH0+eq41gGxude/FxUWpOkxTOd55XWZPVEKq8qktJM+BZ5zhdHByzzgrbnEdimEGIM10ojI1tPIpKyYJHnzPOMwHFoux5hXQn0LIuNMEJgeISP718oipI0eYVkQ1q0HZ+24z+1z94kRE+jyauSWZ6SVyXH0jjDC8TKhbmoVb8cYWAvzdouigytNUM/IrAulmyIusNvCQP/ODu2rSZPZ7rjl4k0K9g/mjKZJ+xs9Oi0DKxvvswYTWMsW1KUFRp9oX2c1+fXbw8O+R++/vqtSCYue2Y0vh//sLfP/3AFXYmriLcRglppRVaVyEKsoKFK2ybhLAp82yZ0bLKyIi0rU4iwJAc1x+V6p4srJdIRF042mvO80pq8LDlcLPjN/j6/fPSIv3/0iP3FgrJ6sfxww5VbPCFM4FoWvm3zT6/t8vPdXTQwCILHOkqvozP/yslGpQsKnXGc3uNR+jWz4ohlOYHHLlzNrDxCozlMvyOye2wHH7Hlv48rfRzxNNHwZcKSktC1Ee0Q37HZ6hXkZUlRGV+CxsXWql2OHdvCtSwi36Xle7ivQYEnLUvuL0w3IikLNqMWf7Vzi5+tb/N+b8BW2KbtnuJhn9omIXEtWAsinDqr3ok6/PXePf79wzuM0oTfjY74qL/+jDUQGHiHBl2xQhIK2zx0bhIS4QIWyA6IllGsUlOgwLccum5AaJsbb1aVHCULplnCcbAkqQpsIRn6BrJQacWvj/f4oLfGH/sRO1GHUm9znMacpDGVVnw3PeZGu09gdYjLglme8WF3jXe7QyLbdHkmecJ+PCOyXT4bbNF1fQql+O2o8SO5/PFwHYtOO+D99zZoRR43bwz57vtD7tw95u69kwtzORpZ0MPDOd99d8h7723Qbj1+HmdFyQ/HY+6PphzNFyyznEordKy5fXhCVpZ8tLWOf8HKbpxkHBzOmE4vA5+CwaDFtZ0+6xsdosjHeQnVFSkFtm3Rrg2BWpHHIs7wz8HuXyTKUpFlL+sAbwocShcUaonWFR3vfUJ7G1uGOLKFLUNAEDnXsSqfQi0pdYJGUemUtDyiVCme7OOIsJb5tZDCQWlznFyrjRRr2DLCkS2yasQ0+4au9xEdZwfPGuLba3Tc9+h7P8WRrTO//faFqhTf/vouP3z58LH3tdYUeUU8TxgdTCnzkgffHTA+mjE5nrO21T13eWvbPT7445v01zsANdTSVPbyyqjqudIiq6pz4azGYMrH85zHhCqfuw1KkyQ582ckG1IKwlp6N7QdXGkxSRNmWUaldd011vWN2MCqKqVQwtChLSGJXJewdp43evqSwLYJHaMCVdRdhidDa0izksUyoyjenMPy6wyN6VYpqOGzpgB2NgpdIYVYOTk3o0GljfP0RWA9keuwGUW8NxgwThJTpa2rsoVSlPXz6v26anuREAKEFCilidPceGzZFos4Zb5MaUceWl9iglXDRu36fvy8oo+GVdX7vL9qktaz++1lwpaXE0AWUB8zifeCSbDGHMtnqXYKaln+V9wG69LS/q8/pmnKN6MTBn5A4NjERck8z0wxosjZbbW52e3yaGGSi47n0fZcRknCsiieulYuEg0c9Wi55PODA744POR3R0fcnUyYpKmZy77CNlW1yeTtkxHLvOA4TtifL/h4fY13B4PXdgxeOdkodc6ynLCf3ubr2X8grRZoNIHVIrS6NL3ppJoTlzOO6smu0orI7tO2Bzjy/GRD13rlGv0YpuxZg4IlJZYr8V2H/hVAoK4isqrk0WLG/cWUvKp4t9viL3Zv8vPNa3Rcb4V7fVZIIZDCYuAHDPyAjbDFx/01FkXGLw8fMstTvp2ccJLEz1iCVScVCq1zEBVmeHABB3SCVuM6yfDNe9iGMK6XoEt8y2YjaLEVttmOOjxYTPh6csSiyJhkKX4NS2g5Ll034OFyyvfzE7qeqc4NPJM1R7aHJ00ScXc+puP6bIVt0rJgWeZsRW3+6YZhYSRlwV5s9tu1qMtO1KbnhcRlzg/zE0bpKUTvMuE4No5j02r53LyxxvZ2j7VhG8uSHB/PWSyzC0+Aq0pxdDTj+zvHrK21ufaEYFFWVTwcz/ju8KQ28KvlECtDyAO4MehdeN2TpODwcM50llyKqzHsR9y6tcb6WpsoekmctwBpCcLQZWO9g21ZWKM5vu/UcKwzhJ0LRFVVdbLxckR9rTWKikoZ0mXbuUnP+/iplQ6cbVOlVXMqla0gVLmaoXSOLUOEaGMJF5PAVJRqQaUzbNnCt9YJ7S0Ce4uD+K85Ln5J272FZw3xrD6e7NFybtL3PsF0aX98X5pnRVUp7n69x3/8//zm3M/PVpCP9yfs/XDE+HBGu3v+WPreT66z/c76abKBIQ0LRD0xVDiyIK+qVaEHTsdvz7XpdAJ8z+ai2YbWdbIxPz/ZsIWk7XoUVUXoOCitGaUJcVngSgtpP4FPFqdPAoFnW6suhmtZVDVR3LdMBdO37dqN+LyV1WRpwXyRPubv9LLRTN2auezqCnsDMzKBSR4auFZDXreEObYafdrhUFXNN7FWE0ZbWjVuXXERJ5DIcdlotXhvMFhNhtKyXEF5stLAidOiJC4KxknCLE2fqaf42LYIg2SwLWmMT5XGtg2MKi8MTEgILoxbN+e5oOU6rEXR85MNrVeQpPO4G5aUq07bq1ST2577VKftedEkGm3PZS16fhe20pokzw1U5xxYmGNZtF0X7xW3oeW6r5ywXHXM8oy7kwl5u2QzanMYL7gzmTDJUuZ5Rl6VtFyXHyZjvjg6ZD0MWQ8jcmUKLBdNiOH0+q6UIi4KHsxm/PW9+/zi4UMeTB+XTm6SVEsY6f1TC4TThTVcWFUn/VV9/lVaU1UVdycT7k0mTGpne8eS7HQ6OFK+FOTrRXEFPhvH3Is/Z1oc0LbX2A4+ZOhew7NC07GoN75QGYXKGOUPGeUPSaoZ3y9+yY3wp0R2/9xlK61ZpjlFpQg958IV4LcpKq2Jy4KiUnRdn82gRd8LiBz3pcwBXWnRcX2GfsR22GacJSzynOy8DFoIhGyj5RDIQD2qOxoOQg7Rsgvl90AO9jsgukahqvwWKAx/Q1hIhCEb1ZVCKSToBqNd4WoLT0ocabDMW2Gb0HbouD7fz07IKmNaqLTGtayVGkwzSLuWTctxVzcvqGUga/fhhpxulm89Fzt82ej1Qj54f5MsK8jzkh/uHHP/wQlV9eKZj1KayTRhf3/CMn5apUNglG08x8ZzrBVUoBmQO4G3Mpa6SORZyXQWE8f5hVv3Qgj6/ZAb1wd0zpEqvWhoZfDo02nMD3eOWCyz2lHcJBunBO2LRZ5XLJYZef7ykzIhJJb00VSISwxllgwI7A1KFTPLb4MQuLKLb68TObuk5TGFWiJxsGWAJTykaG6kDSl9tRYvvf5vOoQQ+KFHZ9h67t9VpSJs+VSVIog8HO/8fRt2Aqwz3WDF6c01tB2WuiCrKrIzifbZ8DybbjfA9y+O61dKE8c503lCnj/dPfBtm+udDuuhkZnWwE5ZklXlSsnlOI5xLYvNVousVq8KbIetVsuIdDSqgEKubtZ2rdzi2za+7eA8o7ORpAWz2fnr9vsUnmXzXmfImh+BZqXaZRybzbFsJueNL9QpDEMQWg6Rbe5xF7lCItdlu93Ct22udbsroYHmUWm1cqOfZhn/8/ff84uHj1b8oOcuO3R57+Y67ZbPaBKTpDl5WeG6Nh++s8n2RpfgEtLfnm3TCwL+8uZNNlqt5ybJaVny6/19fnd0xOFiwSR93Px4EAT8y3fe4ZON9ZoH9HLFipv9Hj3fv7ARqe84rIUh/+rdd7nVO3/+1cQsy/jN/j7fHB9zsFw+JeG71WrxL999h3f6fZy6u/Uy8cHakMBx3ipyeJOUtVyPzShCaUOq92yL9TDElRaPakEKx5J1h4e6SGFg55eNSZryq0eP+NWjR3xxeMjBYkF6BvrqSEnouqyFIbudDsMwpOv7BI4pkAhAaVPoToqCUZysTBn35vPHeEQaOFguUVozDENcy+K9wWAlrnCVcQU+GyMexF+g0XSdDa6Fn3Iz+hmO9FfSdwBam2rIveVvsYTNtDhgtPw1PWcT+OTcZZeV4mi+ZBan9KOAlu8hpVi1HWVN2nvy/028DYowulYRUFrTcj0GfkjH9QjslyPOOZYhGvU8n/UgJC4LRmnyjAFXguwZFSqESSTkhuFryHWEXEerPcgfmS6G7EO1B+UeaAmyC7hGCUXaK2Lk2X282ueCVfWyW3cs5nnKg+XUtB2LnI7r0fcMxKSZsgnAkRah7TyWbMDp8VTaYMALVd9YdO0iegUTvU47oNMOKEvjIl+Wir39CUqVL1Qy01ozmyccHBkH7yfDtKrBsSSebePUeM7mhtAN/EtVEPK8ZDZLSJL8wnwNIQTdbsjuTp9W6xWSDW1gOMtlxt7+hCyvuLbbx3EvJ5vbKIBluYGb5K8ENxFI4WKJ6rGOQmPmpylROqsfBYoCpXMcEeJafYS4R1zuGcK5XeDZQzzZp5JpnRhaWMI3ilRYPO5Ka5IdIWyULilVjBA2EgeBfCs7HEIIWr2QjWuvprDXRG+tjXOGp6TrqlnjtZFWJVlVyzHCUwmp7zv0uiFBcHHeklK65l0lZGd4S6tuiW2z1TolOz55lRzHS26PTvBsm/f7g9o3QND1PN7rDwgc5zEVPep1vsg5rrUmiXOm05gsu8pkQ6N0Pb7WXf6XkWG/THiWzfWoz7VQP7YfzNo8+/XLrlPoGnnOF1XZAU7imEfTGb/dPzBJyQv+3nNtNtbagGC+yJgViqIs8b2Q7Y0Om2ttHOfi47Bn23i2zZ/s7PAnOzvP/dt5luFYkmmasszzp5KNjufxz25c51+/9x6e9XIk4suGEKJOmm1+fu0aP7927bl/f7BYIIVgmqbMarnfs7EWhfzVrVv8+bVreLb9FMSw4fVqjAy5rvtRBrZqmy6hVpjOsK7HbWXU/4Qw4ynCcOcoV11FiYMQFrqGhwthI1bC/AZma953kOLl9qsjLSLXpev5DIOQvKoYBgZF4loWy6IwHQcBXc+j5bqEtrPifzYJ+kUui2aueLhc8ouHD/mbe/d5OJut5IabxKfjeWxEEe8OBny6sc6NXo/NVouO563GL6U1yzxnlmU8mM24M57w1dERRVUxzwwMrLlumy5hx/ewpCBwHHY6nafm068ar5xs5CplVhzTddbZCt6n725jCfuciaB5p+tucJ1PSeYz9opvydSz4D+wSHP+5ut7/MOdR4SeQ+i5tH2XdmCI3J3Ao10/Or5H5LuEnotzGUfa1xxGstBc2JZ4fLLyqqExsIHQts+ttIEE6xa4Ocg1sDaMCpVwTSeDCor/ZLob2V9TC38CAdjvIvQ1kL1nrnLH8XmvOySrSh4spkxEQrfI6HkBfS8gVwqJIFcVkyypEwZFWhV1IvrsbbOFYCNok1YlR+mSe4vJKlGZ5mktKfsKO++JGA5afPrxDkdHM3731SNm8/SF1ckG0vGsSqbSmiQvycuKYRTSj4LHtNQ7vnepm0tZVSSp6cBcPNkwk7pOO8BzX/5ybwzYgsA1UCyRU1V6BTm76KEoitLg2hcpi0X2WirAmpJSJaTVMfP8B5blA+JyH18tWFhDlJ1ji4hK51Q6raFTMXk1Ia4OyNV0dUN8VphKbgvP6pOUhxwkf0tgr+Nb67hWB0c8v3vwY4SUguvvbxK9QofrbESdgFbnFGJl1JRM57JRsLGFNNAq8fQ5EgbuGWjfxcZGpRSzecrxyZw4zqgqhbyEtn/LcbnV7WNJUwCwhOTdfh/PslZVwSYuO7xorY3U9mhJml6d+VmpFGlRkpclWVnhOzYd38e+hDfEq8TTd/Lnv37bIk5yfrh/wt7hlNFkSZwWKKUYT2NuqyPyvCTwN6/UQfwPcRomychJy0OW5X1KtUTp0kBUnV0qnVJUUywZYMsWlUqodIwUTt1dbmPLiLh8QFw+QusSNITONTxrSK6mKJ3h21t4sl8XgFIWxT0qndBybuJZw5da967n80F/yHarjS0lgyDgo+E6oJFCnuERVTXc0tgD5FVFqRXDIKy9fl58n4+LgruTCb/e2+f2ych0NMrT+2PLddntdPhwbY0/3t7ierfLMAwNP63mk9lSQs1Li1yXXhDQDwJu9fq8PxzwR1tb/OrRI/7Tw4eP8Z6U1tyfTNEadjsdbvZ6dDyPyL14IehFcSWcjaSa0nM3Gbg7tJ3hGcjBaTT28aHVw/Icflj8PXE5pVTPdtVM8oLP7+/zP/76G6Oo49oMWiHDVsSwHbLWDhm2o9VzvxXQDX0C167xbLLuhJiWuCWf7IA0zPtX3QvPDksIIsclckwno6hxc03r+bKVIFV3D8papcqWkq7r11ryj4fAAmu3TjA8w8kQAeCCdQ0tLKjug7gP1SGopfncvgnOh1jiPXxHgnLqSYQhgTnS4KID2+FWu88oS7i/mJDV6i+h7a6gB4Ht4lkZspaHK6oKW1h0XKvWbTfky7Zj5OFO95shnJdacZAseLicraQopZCG73KF8o+dTkC77fPt7R7dbkieVxdINozvxnJpZDifrLLqenuLqsK2jLmOrAm0AI5tXUp+tqwUaVoY5ZRL5KyeazgqziskG0IYjKjr2kSRT1kZF+ez232RyLKS6TRhschI0/xCcLXz10cgsbFFgJDiMVdwrRVK5xRqSabG5NUUpTIqYW5qmfBQskTpvJa11UjhUCmjUKV1iSX9uqthr7oUUng4sosUZnLsyg6hvUWupiyKuwZHKwJs+XbwxZ4MaUk2rw/ZvP5yN96nk4Gnx3irfsiaWG3TED+fPs9932HQj4hCD8sStVrg89dAKc1ymTEexywWGVlW4LoOz4KrP/mrgeMQOKddZc/ilW+ozfmvlGaxSDk5WZCkT3c6XzaU0uRlxTzNmSUpYY3PDxwHx3q+HPGrxtuADnjVyLKS/aMpjw4mRgJfaRAG8pakBaHv8s4VcGx+jLhMh/vZ33m98yCNQumSXE1ZFvfIqhMqFVM41xHCplRz0vIA2+rgyQGlnlNUM9O1lj6BtYUQNml5yCL/jlIlxqwV0+kwy8tMZ1k42PiUKiYuH1CqBb619tLJRst1udbp0A/MmN7xfDqevzJGhHrvNSpOPK6adpE5XvP3cV5w++SE3+7vc2c8ZlSbQDb8jEEQ8NH6Gv/s2jX+4uZNNlutC3U4N1um8PVOv8doI0Fpzb3JxJgC1p22Bk61yHN+srnBx+vryG737Uo2JBJL1BNpnVHqAvc5FapKF+QqQaGwpGmDvSgadn6al4zmCXFWcDRb4LuGxxGceQ48h5bnrjofRs7WN/+vX4eeadm+CWyga9lsR202Q0MuOk5j5nlGVpUGG3zJdShVRVaVjLOU/XhB23HZ7Q0Z+Ocp4AgQHbBqpSnsWnVKmGe5jvD+EuwPjB+HLsz7ogPWDi27y0d9QaVtWo5JLmwh2Qha/Iutm9hCsh606LkBbcejUgpbWka5xTYnaaUVu1GHD7trNeHQHG8hoOcaf5EPuutsBC02g1P4g6iTtC3R5s/Wr/Fhb934kAhpeCLSYj24OnlRcxgErZbP9laXLDNEzxcN5kopylJRlhVlqbCs04tfSkHkuTiWxd5kzuFsudLhBtjotOj4Hq0Lyt9qZUi+l/EEERiJ0cC3L8UPeTKUMtAnpRRR6JHnJVlWkqT5peRrFzUMazZPLpUwPRZCIoWHbQ3oeZ+gqWrJ2vpjYWPLiMjewZYBXfcDKp1hCR/P6lOoOdPsW5Qu2Az++UptKq2OWRT3CewN+t5nOLKDIyMsYUj1becdrMgntLcBQWBvYgmv7o6UuFYXR3awxduZbFxNPFsIoKyJjUII1qOQILdJyhK3Pu+ehFE5joUQHq3Io9XySZL8QvAjpRR5UTIaLzk8mrM2vBwM5nVE40MzmyccHc9JkqtLNqQ0xPWZ1ozjlNEyYRInrLcjtrud16Ki+I8pGvUpz3PwOC2cNLde4yD+9qAhLhsN/v7J3mAzCX7WDEM3wpSvde0wvkTSx7c26Lofk1ZHZNUJAoukuE+pUwo1R1GgdU6lM5RKzYFSEtcamPHcuY4UDll1YgpIOiUuHmLJANfqUlQTSrXEk/16+8qay/d6tvBFS73orzbz21mW8tXRMZ8fHjI9A7fzbJue7/Ph2hp/efMmP9nYoOv7ly4EBI7DUAg+3Vhnnmf88uEj/mFv77G/KZXizmTCrx49wqt5bVcVr5xsWMLBt8ykb1GM8GSILVxs4T6Bo1YoFHE1ZVocoHRJYLWxxbMnWo1juO/YVEqjtGKRZszT87shUhhCbst3TQekfdoFGdbdj2E7pBua5MNtMPQ1D6SRxG2eZc30f5XwbZsb7S57yznHScwkTdhfzjmIF/S9wEzgz0i+PXkCndVcLpVikiWM0piDeMEsS9mO2nwy2GA9fMbEW/hADVN4DEfuIETX8DLsz4ASc9pLGqncEEHoiKdKHj0voOc9PqHajjorZ1XDVTiddCutVrKTkqcz8WutLtd4XF5TCkFgO/iWTd8LnqoSXPXwIWpcZRC4DIctjo7nCMELJ8SNdGZVV/qFsFZVVktKWp5L6DrsTxfEeU7oOji1XKJjWeTVZSpqulaYuMyGGZ8Nx7GwXgF2obXZPo2pSPu+s1IDOg+P//T3zfNsnnD/wYjJJH5pRKFB8dq4lo9rPW1GJIWFrDsMPk9XtGb5d2TVCFuGtNwPcGUPS7pUWUqplljCo+XcfKpDETpbhM7W6rVn9XFlD8MPUTVX4y2e+K0qbs0RW11VPB+J37yugLx+rylgnBE4r302hBCEjrsyJn2WSo5xsLdotTz6vdBweS6QbGgNRV5xMlqyfzAjDD3aVwQNe9koioplbCCVk2n8cv4xzwhRd4mKSjFexmRlxSwx2PiNdgut5erv/hDnRD2hdmwLz7VxHHPfb4qNrci/lJLTm4yzVfKmI9PMFjTmfquUXpnPNR1FpYzcv2NLXNtGK43iFE2Rl6bj7sjTffG6zh+NRusKSzh49rDuSktyNSGtjlE6N10KdYbToStU44mkEkBhywjf3qz5cxaFmlKqBS35Lo7sEZf3KaoZlR1jiQCBxJHRY13vq4rn7auXQavERcFxHPP9aMT3oxHFmXlBYNvsdjp8tLbGz7a2uNXvvxQqpuEavTccYknJ0XLJb/b3H+vSlFrxYDrjt+4BHwyHT6E1XiVe+Sj4Vouhd4OsWvL98pfMyxN2gg8JrS6eFdHcrDIVk1VL9tJv2Eu+pdIFm/67RHbv2StnSTa7LW5t9JknGYs0J8kL8mfIZSqtKStl/AyUYpZk7I3n+I6N59j4ro3vOASuTeC6tH2Pbnja8WiSkOb/gesQuK82CLUcl08GG+Sq4iBecJws+eu9e0yylJ+ubXG93aXv+XjPkcDVwDzPGKUxvxsd8Zujfb6ZHBM6Lu93B/yLnRvcaD9rPxanHQueV0G3MHoyVf0dXScnTv3Zi2OVZDz1vsASZ6cll4tTwNvrD0uKemL+6jcfW0r6UcBaO+JosURKwW6/Sz8MyMqSfhTg2xe/BKWUuI6FbctLTWa01nWy/jJbcfrbnmvXuGaN59qEG12GwwjPsS98fE5Olvzuqz0ODmfPkA99/eHINm33FoWaM8tvI5AromLH/YDQ3rkkoVDUxMTfh8meMg+doikQuCAsg4NGrV6j8zqBckyxQVdovUSpY0AgrU2EMKRbU5wQ2JZFy3VX0qTLIn8cMvqMNeq0A65fG1BViuk0udBWFGXF4eGU+w9O2NxoA51X3zUvGVrDZBrz4OGI6SwxSflLt+2eDqUMcXSRZRwvDMcxdB2sWm3rD/H8qCpjBFlWFeutFu2Wj3WG59Np+W91Z0NrKKqKJDddQ6/mlpSVQmmjLDRLMsbLhNB16LdClql5PWyFbHbbxvG6NHBex7I4ni85XsQMooB+GOA51mtzpS/UnKTco1Cm86DRRlyDmhxeF48EZ49BIwAjyaoRs/wbSrU0iYeQSOECEo3Alm08q8+i+J6kOqDSCa7Vx7c28O0NbPn28efORlaWPJhOuX1ysvKYOave1/F9frK5wacb67S9i5kZPy8aA7+tVovIcciqalX0VEpzHMcEtadHWbuiX8Wd7ZXPrsDqsOm9y2H2A0fZXVTtKhrZfUKrw6nPxoKknHGYfs9xdpd17xbr/i1a9rOVUVzb4sZanz+6sc14mTBZpszTlCQvKGujvkYe9cnX8yRneo4cKZiKs2NZ9CKfYStYdUEMHyRkUP+/IZ/bdafDdEFqeTMpSKqCVD2/Eqfqin7X9Wk7Lg8XU357vM84NYTpeZ6yEbYIbWfFiTitM+qVLvJxsmRvOefvDx/xd/sPqLSi5bpshC2ut7p03af9EzTKKFCpsVGaEh0QLkI8oYRV81e0rjD+GrF54IBcQ4iLwZWepZFt3n/JROP3oFonhEDI0+7I6fusjJ9824gmrLcj1loh8zQjdA32+qLVA2mdJkIX6boAoM3NtiiqV4KaCCFwHHvV1bAsi3bLp9sJajjM89e9LCvyouLoeM4Pd44YjZcvD6N6xbBlSORcIy72WJT3USpDIPHtdVruNXxreEbV5PnRcNF+H0ID6AytE9AJmgyNXScXpcHpNTdxHQPK+O9oG60XaDVBqSMEFhoHpECIAIQDCGwhkLbhdwFIIXGkqOWyn1057XQCblwbMh7HwOhC21IWFYdHc+7dP+GD9zYpyspAFC/Bgbqq0FozGi24c/eEyeTihpsXXj665m0o4rxYVeFX3DDevjNQ6zqprSeMP+Y4rmuPAVXVfho1d3PVJb+gWtDZ5T3jExoX8qtSo2vEAdK8JCuKFfexrBSLLMOSEt+xWWY5h9MFvSigHXjM05z96dx0NyyLrPYsCWrDysPZgr3pHIkxVHwViO2LotIJaXlIVh1RqDmWMLAnI8KhDRqgmYpqzL4TFmiBpqBUc5LiEYVaUOolruxhy6j+vlgRywWSSiWkOkejaTnv4FtbWPLqeAevI/Kq4uFsxvfjsTHtO3N+CYxi2QfDNd4bDAidlzPRPRtt16XluqyFER3fZ5alq2RDYxTUDhZLJkm6ckn3LlEUfVa88hJazoBr4WcrY75FOeb2/O9Mq0w01T4DgdJa4VstNrx32Ak/Zif4kOgM1vrJCFyHn93a5tqwS1YYY58kL4izgnmSMUuy+jldPTfvLdKcvCxXEmRnQ2lFUcE0TkmLgpN5zL1ju/ZDqLsgNQck9By6q66Hv/q/61p8tTjmTjx+5vo354TWpjNxmCwplWKWZ8zzjONkSa/23AgdAxlqdKqbFmlaliRVybLIWeQZJ2nMYbxk4AcM/ZCkLPluOuKdTp+O9ySUoILic3Tx9wj7Q7DfB7kNzyRLFaBOoLqHLr4DESC8vwJ5ddyItz2KsmK5vLhKkqyTUNsyHYezA0FeVjyazNibzuiFAYFrLtplXjBaJqRFyW6/U7vXvvi3LCnxPAMDSFNxoeqpBvKiJEly05V4SbRJc5OOQped7T5aaRzHwnHtC1UFZ/OEo6M5e3sTxuPllWLaLxuW8PCsPpbwCez1lfKUIXeHWMIH3t5K58uHQqljVLXHChalE9A5TXdCU5muhp4DNpb9HogAVf2AVpM6GQlQ3EHoGMu+iYFpmpBg8MXDtdosTdRqLM/en91uwK2ba9y9f3LhLSnKiqOjOUHgcng0Zz5PiUIX7xJ+CVcVWmsODud8/c0eo/Hyypdv1aZ0kefQ9lwj0V2ZAhu8fYkGgKZAqQSEhSVCLtodfx1hW5IwcJkvUh7uT9g7nNacDbPndrd79Lsh/oXPHb2a6ELTsTfSrIoSKRysKxo/llnO/ZMpWVkRuQ6ubVFUFSeLmLvHE9baEZ/ubpjushQ4tkXounhOhhCCg9mCo/mSZZazSDMGtSriLM2IM+P/9bpD1MBXpUsKtaASSQ2XMpK1lvCxZYjSBZXOsYSHJX0KtUCpBrYpV6pVWisqnVCpvJYlByEsHKuLZw0N/0MXCCws6V64cPRjRV5VHCwWPJhOiYvT+6JsxHg8j812i7UoWhVyXjUExghyq92i0op5dvq7jZDPJE04XCxYj6K3I9nwZYTnhWgUpS4g/Y64nJBXCZUuVm1eW7jY0mVg77Llv8+m9y5r3g2eN1R6js2NtR431nqAafEUyrQTp8uU8TJlskzqrsfp82SZMI1T4hpyVVSKqqoNgir1WDdkmRbMdXZuUuLaFq5tMWiFDOoOyCAKGbQDPN/mV8s9vkqOnrH2opZ7FMj6WWlNUhq7+7QqebScIzEYS9+yjdeEZVS0jKmdJqkK4tr2/mzGG9oOldYcxHP+4WgP37a51X0ycavQ5R3I/w6Ni5CbIJ+jyqCVqXyqEyg/BwJw/ujZf/+PKBqPkDQtmE7jC3tZOI6F5zvnQq9KpRjHKeM4ZafbplsrWiyznHGcUFSmtd1Uw14Uti3xPfdyHQoNaVIwnaX4vsvTDIeLRVP98zznUhO6Bjt8fLLg62/2efhoxGKZXtil/XWEFA5SODiyBaz/aOvxY4TWMVqNMIlGgdYztIoRK1hCUXc/loCLkG2E8FDlXbSeI+UmSNAqBWy03gZhauvN5M2o7128mtjpGBjVoB/hONaFRBCUMh43h4czHu6NuX4wYGerh+uac/NNFNK1Nh3DOMnZP5jyw53jC8PALvU7dWfDlpJO4JMWpXEFvoQ78ZsKrataenpKUR0b5TZrA4kD2shSa11ADaMRSBASrYv6fcu8X1+jVxG2bdFpBUymCQfHM5K0MFLetlHX63fDS+1LRUWlC5Nc6EbGXVCpAqULPKuDZV3NumdFxfEiJitKdCvErSyU0uxP5tw9NoXORma6KKuVG/qpglm2KtA286GsNHLsDQ/0dYfAjLWO7FDpBBBYwq1h2i1sEeLINkpnlDqpiz4RlggohFsLdbRrIY68Vgn0kJaPLQKk8A0QS4R1x6SqVQav7hx6HdHML4qq4mhpTPfiM75TljCeF23Pox8EVwKhgtOOaOg4DMOQUfz0mFVpzTzLOIkT2t7TqJmXiSsA6ZlpUsdZwxYu694N4tafkquYXCWrZMMVAZ4VEFhdQqtDYDV430v8Ug1LCV1TKWsHHlu9lrmACnMBmUdJVlTEec581f1oHunqvUVqOiBxXpDkxVM3OIOJ1JzMYxZpxv5kgWdbeI6NdAQH4ZIT7/k3l7N+ElobAk5xxu1boUEpEkxCsYIb1KSdsnZOfXLiO8kTimnFYbzgy9ERa0HIP9++8fiPa23gUGpqiOLWFojzVKualXVA9hGii9Yphgx6dXrxb3MoZQjQ01nCo70p01n6QpiPEKL2sPBxnyErK4UADXFRYiUptiVJ8pJpktaGhfrCqmi2bRFFLp7btFIv0tnQzBcph4cz2i0PXuAefdVRFMYb5O7dY/72P33HvfsXc2f/Q7yeECJEyB66OjD8C10CFVrn9UTPARkg6GPgVClazUwSgo3pXdTJrgDD8argFTgrrcjDti2GwxbdTsgyzi7c+UrSnO++O6Qd+QS+Q7f7nPHtNcR0GrN/MOPR3pjDwxlZdvXjZVZUnCzjFc8ryQuyslrJoL9NoXRGqSZk5T2S4hts2SV0PkbKELSmVDNKdVILOHQRwkcKl0KNKKpjbNnGkl1sOUA+B/VwmXAdi7VBRJxkjKZL5nEGlcbzfNb6LQa98FJ+R5UqKNSCuDwhLo9q/oFcdTt67s1zhSteJoQw9xCldN2d0KRFySQ2akWlUsySlMkyZbSMcSzJuC68jhcJCIg8l5bnrZZlEiNNVpZvJGF1ZIvIuYlnrxvzUwRSNGMJtWStXRs/VzRmf0oXK3lyIWxCe5dSJyv/DfNdqxbpaAq7LoG9VXtzvN1cjSYKpRgnCUf1Nd5EY+DX9YwtwFXXTxzLIqzls58MrTVJUbLI8yvrfl1BsqFRKFwZ4rkt+myj0BQqqZMNU/VyZYAng1fCM6503KVRWHjmGmmj154WBbMkYxqnTGNzQU7ihOnSvJ7XsKtFlrPMcoqyoqyrzU0FIKux5svs8ZufsAWtGx5b/asZVF4liqp6zqCRg04QwjaEzueofwksECFa+IZUTgUv9Gc9Z30K41HRuEU7joXr2is89dvIw4jjnMk05uhozuiCMB8hjJLJYNDC95+uoNhS0g18emGAAJZ5gSUEpVJ4lm2S5kvo5HuuTbcTEoYuUgouImSlNUwmMQ8ejNhYb68SqNd9CJTSKKWYTGL2Dqbc/u6Ab24fMJ8nb90E6T+fEAgRIeUQpROEXqLJgLLmXoQIESCEvxontF6CWiLluvm+7JvPASE6mFvIqx3Pplu2vtZmd6fH3sH0wslGlpU8eDAi8B22trr0ehFR6D4z+b+qaKSuH+1P+fqbPR4+GjNfpC/+4ktEpRVpUVApTVQTw+2ixLOtN9LBuVwYB+hKLyiqQ6BCkaFVRaVmlGpCWY2RMkTpGEu2sUSbshpTVAcovcBSS4Tt4FxRstGE69gMeqZ7prXG9xr+mQRxWml+8XhsYFS5WrAsD1fJhvmuRUttXtk6O5ZFJ/CwaqXNolJYlSLyXDa7LXqhbybZUhC6Lq5trRTgIs/Bc2xavlHedGy5Ksj6jk1alKt70Ou0AbCkjyV9XN2vRScuz+PRWoOlahSAXM0hDaQqo1AzKm24d641wLfXsF8j/LtRcDI+WgpbytV+vMy+LJUiK0tmWcYsTVcme2djWeR8NxpR6atNDB9MZ2bee04yobUmq6oaVfOWJBuVrih1hhQ2Tu3hIAFH+ljCXt2GLKwn1AZebwgBrm3TDQWh5zBsh6skoqgqilKtDNea9+KsYJnmHM9jjmdL9qdzDiYLjmYLjuePO517lsU/3bzGH328/ca26Xnx07Wt53yqDUSKqlaZes7frZ4bgt/lY7FMOTqak2UlZaUYDiI21js4zuVM7N5kHB7N+OLLh9y5e0yWGYfZF4WUgm4nYGujSxg+ncR5js276wMiz+XRZMZoGZMpje/YvL85ZLvbpu1fvEUZhC4bG2329icX3o9KaQ6P5nxz+4Bbt9Yu/FuvGlWlyPKCH+4e87f/6Xu++Xaf5TL7UeFTfwiBkC2EcBCyjbSuoaoHKDXBsq8j5AaiIYyvBomqVqqq6iXUalVQi02EcEVa9hvrHT77dJeyUhwezi70nbKsOB4tsO9arP/uEY5j8d67G6yvvd4iUJoaH56vv9njP/zNt+zvT1/bbzXO7I4lKVVF6Nr0Q59BK7yQM/GbDCFcbNnHtdbJrXUcOcSR6xTqhLS8g9YFQnhonVNUh6aSbTm1vG+E0hlV9RD7ChONJCu4/2hMnOS8f2udduiBEIwmS+4+HDGaxNzYubgEuSUcXNnCkQGW9FacBI0RRbgqcjhA5DncXOvV/ByxIrs3YjgmmXDpRwHrbYOtDz2jtLnZbdVJiklKhRAruHBRC+q0fZfAdbHeyH1Z1HPAl/0tiXhCDkFTkVaHJOUeaXWM1gWu1SOwtrHk65PDbqSGJ0nKKEnoeB4938exrAv73jSc3EWek9Zu3mcLcXlVcRzH/P2jPfbniys12AM4iWNO4ph5/nRhp0mk0rK4siTnlZONpJoxzh/hyoC2s4YrA2zhYgkbS7ze6tKzosmYbctUA3xtqs5KGUiSSTZMRtrArtKiZGYZ9aplluPaFo5lPSaRdzYcafF+b8Bf7d40b2hdE54Up5ACo7ZwSo5rDpo889pM7Bv1DrGSmz3ruqvrDpEZcIwaTJMMWAghn2Hqh1mW8Iz6jDoB6SA4/28NOXRmHoiVMs1lI0lyDo/mnIwWTCYxa8MWO9s9opZHFHpG0cgzPIeGf/Cmux1N9ytOchaLlO++P+Q3nz/gwcMRZakupJQkpaTfj7i226fdenpgMxhrz0jbjaekRYln20Suy7Am6l2mfR8GLpsbHbrd4MLJhtaayTTm/oMRe3tTjo7ntCLv3OToKqIsK4qiqg3XZnzxu4f89vMHHB+b5PMPXY0fL8w15pkkgTZaDjDXeYS0riOtDTgz5pz55hPPryfW1lp8/NE2+wdTvr29T1lejLsRxzlHR3O+ub2PbdeeMlIQRd6qw3FV40uelxRFxcO9CQ8ejPj6m32++/6QPH99DtSNpv6px5Dxf3oTprSXDSFsLBEiRWSw9MI13jNaoVSMRq1MMo0ISkqppiYJwXA3Kj1F6/OVJF8miqJiMjPeJ712wPZG1yh6ac03PxyyTAxn86JCHUJIJBZCmAKqFDYWDlI62MJ7yp/nVcK1bQa2vbpfmRVgNTc4u76D1ul9vYXL8MzrphJ/dvMu6nB9VfEqyn2n6/jk93U9d9LYMkDQwpV9HOv1SmGrWk5+nmUczBc1tLGkHwS49sWOv9KarKxIipL8CblbMLyJuDCc3Ufz+evYjOdGqRX5JU2EnxevnA2M84d8MftfaNsDboQ/petu0bYvLh35JiOrCVPTx0jl6QrfOFrEjBYxyxpWleZG/SornoYSNXK221EHViY0S7SuasiSjW606oWpfmidY6TejFRkQ4rTugByNDlCBEgR1n/TTPS1+TtyBE5dGTLfMYN5gHueT4cQIFsgB2g9RZRfg+MBz5Ab1imU99HlA1O9FF3g8gSrLCuZzmJuf3fA11/v47hGJnV7q8vOTp/trS5bmz36vZBeL7y09OBVhDGp0+zvTfjqm30+/+IBv/vqEdNpcqGuBpjOxvpai3durdHpPD3AKK1J8oJJnHA0XzBPM7Y22mx0IkqlmKfZpTobYeiyudml1w0vZTaZpjnj8YLvfjhgMIj48P1Nbtx4jlDAK0SaFkwmMV9+9Yhf/OoOd++dcHg4I02LPyQab13YSGsLIQcIGfL4jfzNT2SHgxaua/P1N3t02kHN3bgYByJJc3744YgsK1bmgO+/t8HasHWlk6nlMuNkvOQffn2PX/zqDnv7E9K0vHK527NRab3qvqMhLgsmSYrWml4YnIu5/nFDAgqlEyplUVZjNCW21UPpDE2JFC0c2UXphKLcB9EU0Up4per3s8LwFNKsJE5ybFuS5aUhVVe6lly92JKULilVtlJUknWCEVprhPbwSpONx7bgFXfJk19/+1LVy4fAxrc3cKxO7RhufDfeRBheQ8FJHDNNUvbnCz5cH9IPL3b8NVAoA9d/MtH4sUODMYLU6sr8sF452YirGfvJbQrvGtvBhzXJ583uuMa0rDGuyRuuxdlHUbFIsxWZaryM6+dTJatpbDgcZVU9pk5lSSM92KhTubbFWitirRXRcmyUnqP10iQAugJR0LhwGwhTgqaoFV4srFoRSqnJiphpuhs5Qqh6IukhhI2BPpUreU5IQc/ROjaYV2sD22pxfgdCIuQG2n4H9AJd/LquHuWm27E6/MpwNNQRFL+G6h6IDljXn08of0ZUlSLLSkbjJffun1BWCseR7B92OTiasb/fY3trxqAf0e9H+L7xb/BcG9ezcWwL27FwbKPwJJ/RXbpIrBzYGy5OVpJmJctlxnyecvv7Q778nYFPHR7NLgzz8X2Hfi9kY6PD1laX6JxOQVkpRsuE48WSSmkC16HlG1ztLMnQWrPWii6MFQ58l/Vhm8GgRSvyKIryQhXVslQs45y7905WlV7LlrRbPmHorXTnXyaqSq0UeZbLlKOjBfsHE7748hG//eIBk0lcTwAf/17zm4bbcbnxovG+rpQRcHjy2wJWVV/1xL4963Cv0ZTKEPStM1jbq5ycNhXJBr7Q8JiU1vVgrtEKlnFWd9Quti+0Np3aLC+ZL7LVegspViRQWXu/NNfPk9VBISwQ7bdm0hEELp5nc213wLvvrnP/wYgkuRg8qSwV44mpXruOTVkqiqLk2u6AVssjDDw8334MUvK8aI5bc40lSU4c5zzan/Bob8znXzzgq6/3yPPiXIPNpoDyWEX6qqK5AN7CaCruUgQ41joSD4SNRYRr7aJ0iiLHEm0ca0CpppiNsWvibwstc6wrnDC6jsWgG7KIM2aLlEopLCmYLVKiwKXT8rHtyyU4pitTUukcW5tioiNDguf4hr1KvOqY9GPwJJtuiqonrQ23RHN6Xz475p7+vYF4WbJ2Q6+vIVmPZY2ZoSVr3zMR4vxI8vxFZbxvSmU6ANudi5+3DZwtr6or52NcRWhAaa5s/HrlZEPpirI2xQqtHp4VvVFuBpzKvC3SrO5OnHYpzP/N62WakxS1HG75OF+j4XCU57i/+jUu8qwE7na/zXa/Y0xnyodUah8pugjhoqoxWudI2QUkVXVApUYoPUOKFq7zMQBF+S1aK2xrBylCEBqlUip1YjoYMkDrDK3mCBEiZRelppTVAUrN0HqG6/wMSw5r6conJ7wW2LdALyH/Wyh+i64OwPrCmPU1A7oujPlfdYCuvgckuH+KcH5iTL1e+fgo8lxzdDhnPku5c/cE33MIApcwcFlba7E2bLG21mZt2KLTCei0fdotnyjysG2J9Yr60nleMp0lHJ8sODyccf/BiB/uHnN4OGM0WrBYZhd25RZCMOhH3Lg+ZHOjS7cbYp+zflnts/FoMqcX+rQ8z/hsZAUny5i0cLlWVzUuAonwPJt+P2Jt2GJjo0NRVozH8YUmqEopHj4cs1xmZFnJfJ7w8Ufb3LwxrMn7L7d/m/364OGI298dcvfeMffvjzg+WTCZxhRFde5gZdsWvueQZQXZBT1NVtGYdNV+A9UTP9DokwMrsyK7dlsuVYUUEs+yKFTFsihwpEVUe0G8DmiKUmqVlBU1sbiBmzVE4+PjOWnytCLes5dppC5ns5S9/QmLto9jSWzHwratOmGX5rlO2i3rbUkrzo/Gy+XWzSH//OfvoSrN3t7luBBxkvP9D0fG0fvRmJvXB7z7zgbXrw3Y2OjQijyklC+sEjfJ3HyRMhotuf9gxL37I+7dP+He/RMmtTz2k8erSWSaIklZqguPK88KSwgD6y2Nx0LoOuY+FIXP9S/5McOWQ1ruPzGQo9oU1tHraKpacchBCg9HrqNso6IoMAUAtMa6QiWhMPB47+Y6h6M5B0cz7u+NUEoT+A67mz0219r43sWnQgKJJZy6WJEhMRKrSv/nodx40WgSjbwsScsSKSS+Y6E0lFWFEGI15lpSGi6Krk0Mi9J4nTmO8ZRRCq8e1+I8Jy1KItfFd+3aDPnNb59o/NDqIndRw/QvGs39KFdPQ6j+McYrJxtCSCxpOBov6xL9rGgmUappI5cV2RmZ26wsjWFZUa6M/sbLmPHiVPptJQO3TEjzkrKqVkUhgbm5OZaRsw09B8+2cB1jvubWMrdt3ziJ91sB/cg81joRG90ItELrBVU1Aksg8VFqalrFdBHCMl0INUHrBCWhUsegK8pq30hNWluGlaHT+lHjVZUFlGidYUkLIVw0Vb2sBUonGLWoZ52oEuQmwq7Q6sAkFDoznQs1Rouw/m4JamlkcoUPcqM2AXwHLuge/vzjaI5lnOTEZ1RmLEsayctBxGBgJtGDQYt226fT9mlF/sqoqzGPs864vz5ZsW2qx81EoawUVWkGgniZMZ0lnIwWHB0tePhozL0HJysDv4te61IaF+/dnT6ffbrD1mbnmWZQSqtarjCvEw2r9okx0oWNOddFw64njmtrbd59Z508L5lNE8oLSMlqDYtlRpoV2LZFlhXESc5ovFwlda5r1xNT8diETNfdh2ZyX5ZGbSzLSuaL1KhdPRzx/Z0jHj2acHA4fWbHxbIMpn57q8e13X49iTu5VAVYaU1amTFgnKakZVmbYRp1DyEEvm2vlL+a5RoNGY0jJZ5lk1cVizyn7Xl4lrVyZn4y4jgzSVr+uMraec+Pdyz0KtFo9ltRJxpNwlEW5vnR3oTZLEZVF5MzraqKLCt5tDfm17+5RxC4hq9QnyO2LVfPqw7hmS6hbDogz3m2pJk0e55DtxOcq7h2ldFcx+trxujy4aMx9x+MmC9S4vhi6lRlaeSrkzSvz80l01nC4dGMzY0unXaA59nYjlw5jksp6jGjcZrW5EVJnpdMJjEnowUPH465/3DMwcGUg2eQ14UQ9HohnbaP1uZamU4TlstX4x9IaZINrTXTOEMIaCuvJozqt1Ldz5JBTdB9vJumH2vLiMd4iacsArhMl+HFYa7HIq+YzhPG05hKKbrtgHbkn67NBX9So1DaFEiksFC6IK/mVPrHMyp9GyMvS+ZpTlL7ezi2RVk5NbQ4xbKMjYFjWTi1mpNjWywzAz22pMRZdTY0nmNQD4s0JytLNjstfMdGiyfZKK8/tDb3d6A2iGyK1Kfj96tel7aUhI5Dx/MYhiH+FRjrXTQ82+bDtTW2Wi1C94r8bl51AY7waNk9bOmRqZhCpXjy6rTOTaupYhYbyNPJIuZknjBaLDmZx5wsYibLhFlszGuK6nEC+Nn/G/zZaUgpcSyLXmSUPYatgEE7ZNgOGbbC+r2QwHMImovClivFAXMQDMbUtAFTlC6NPJsI6o5DQCVPsMhpiONKGRgUukLKDlIaCUlVjdA6qbc7RellzcmIkLKNJTfRuqSSh0CEhYVlrSOEx/kOrQJkD4RnIBP2+1B+jy7vY5yDJ5gBXhrZS+s6WO+Yboh1E+Tac6VyXzWUUhSF5mS0YD5PebQ3wXXsupMha7KnTRi6BIFL4BuJTMe2cBy5mnxbxjWRqjJeGc1kOEkKlnHGMs5J04IsK8wkOS/J0oIkNRCIyxQVbNsiDDzefWedP/sn77Cx/vy2aTPgJEWBTASOJUmKglmSYl3SZ6OJtWGLn/7kOotFxg93juESCUtVKQ4Op8xmCffujej2jJrW+nq7niiZSaXbOIPXxmV5Ua2cyBeLjPF4yfHJguk0Xk0G4zgnzQqK4tnr43sO7bbPz356jb/4Fx/yv/yvX7G3P7lUBVhpzTIvOMkSbo9OGKUJPS/AlpJFnqGBluvi2zZSmIpZUpqk3Kj6mJtboRRJUXCt02EjjJ55uxqNlty9d8LJeMFotKy7Eo93J4omkVh1L8xnValQDdxLsbpxnoVXKaXJsoLZPDXFkAucj0WhUCrj9neHHBzMsKzTxPsshOr0taiNzOpEpIYpNtdQcz05q/eN4VkQOGysd/j4o218v3uh4/Oq0W772I7kvXc3OT5Z8t33h8Tx6FLLKArFbJqQpgVHR3M+Dx4Shh6tyKPd9glD15zn9XhTnUkw8hqaNp8lJGlBmprxI0kLsuzZXTjLEty4NuC9d9eJk5zZNOUHdfTKyYYlJJ5tk5cVD8dT4rzAc0yyvN5p8ZpVfl8hnnVFXfb9V4s4Lbj74ISH+xPmy1My+CLOuPPwBCFgfdAi8C92r1O6oNDGL8K12hRVTFpNKa+Q1P6PIZZZwYPRlGWeIxAErkPuuxxMF9w+PMF3bIatEN9x8CyLYTtkvR2R5AWH8yVJVpAWhRmv67mXJY1PldaKyHVYa0U/SrJdaSMuJDCFrSbRMIbMFzuTBawSKnnON3zbZrfT4eP1df5sd5et9pvzDbGEoB8E9PyAXnA1ql6vPEyFdpct/wOEkEyKvZUMnCsDLGEk7Z7X8Xie70ZalNw5HPNwNDU+GXHyuGt43bmYJRnxOXrBtiVxLQvftenaNl7dsfAc07EIXJNE9MKAXuTTiwL6q+eAXv1oeBrnhdYaKftYFDUpXiLpIISHlD2E8LDtbYQKTBejJs5pHSNFBym7WLJxMS7qroZE6wypFyDc+u/WkbKFxRBHN+Z9Tv1d69x9uFKfwQHrHbTsg2ghRA+t5ybhqPGyQrZAroP9HkJug2zXvI7XF81kK8vKZ97EG+M833fwPBuvrr6vKrd1tRagUhpVu8XnRWkmCImp4BdF9UpwBgPxkGxtdrl5fcD7726wu9PHe0773bEs1tsRaVGajkZRkJUGm9oNfYbtEM+2Lz1YdjsB79xc49GjMbe/6zIaLS+s8a81JInZL5NpjHtoc3KyYLAf0emaSp/n2TiOjWWZim8zcS6KiiQrWC4zZtOE0XjJsu6WvAj+0ySPOzs93rm1xmef7vLhB5vcvn1AvxsyX2YXnpSVWjFNMw7jBYfxklmWGV6VZbMociqtqbQiKa3aONHAqRp5x0orUg25qkhrfpfm2ZWoySzmzt1jHu1NVonRY92JZ3Ut6gTqdRDjtdaUpWY2S5jNXuxafRbe01w7Tg1PPNsFWT1bJtmIIo9bNzOu7Q7Y3LjyzThnPcUq0b11c0iWFZRlxXyekCQXh9xpresEuWKxyFbb7vsOUeQS+IYf4tgWlm3VhY9qpTa1jDMWi6xWxHrxuBFFHr1uwPvvbfCTz65xdDzn0Z7p8r1qNNK3vuMQei55VZEWRrjkbEfwKudczTn78opFZ7rNUEuWPns5T10i4upSj6pSxElOkhYIIfBc21wPCFSla+j0ZZZo5jSWcHFFhLQsbOFiv+b75fOimeyemmxKTnmjtXKlrlYqlkL4NH45r3OdSqVI8oK0KHFTmyQvOJovOV7EKw+qOMuZVQrbMr5Ui8zA4fOypKgUgeMgMFKsGjMvFMLwJcQVnieXicY1vvltKc1c8zLcxwZG5ljWuQVHS0oCx2Ejivh4fY13+v0rWvuLhS3l6nEly3vVBXScdd5p/ROOs3scpN+TVSbjj+w+gd1Bagv5HN1pIxt3/ufzJOP/9/l3/K+/+35F9G54FUWlKGtDlapST5naSSHwHZtu6NOPDM9i2A4ZtqP6OaQfBnRDH9e2ceobrGNJ7FrT3K4roOK5J5CNbe1gWcbDQNS2MwKrvpgFtnUTy9pFULeRa5lbY3BjI4RRL5DWoB51G9ncWplD2AgModuSQ4QT1r9F3dV40ckgQAQgHHBaYH+E0CWn0rsChI2RyQ2eII//uGGSkYKiKFkuGxjI2artKSnRQNGAmoBrXMENlOVV1WKkNJOvjz7c4l/8s/e4dXOdIHCeqwrl1z4bbd/jzsmY4/mSrFIErsMHG2vs9Nq0g8vfoBrI0zu31vjko22+/e6QZZxdehuV0uR5ydHxnMkkXmH7pTQwmhXAoYGm6TqZU/q0cn9BaTzXsYgij48+3OK/+MuP2NnuEQYuvV7I5lYXvT+9eLKhFOM04XC5JK8q44RqO4SOU9+EKlNh0pArhRSC0HHwbZvIcVb65lKbSlRjxPSsq3w+T3nwcMzd+yc8eDA6JXufIX7r5/z/bYjTdTLHLM+rp6+jZj/U/7cdizB0sSx5YRjTVYWUgmvXBrRa/qqTtn8wJRtd3mQUGvW5iiTR5HnBVCaPwzAb0n4Dh1tNQl98AIUQDAdGle7jj3b49JMdfvjhiCTJ8a4AeiakkXAftAI+3FzjaL7kaL7Ed5wrhy6fjRWO/DnXxouiIQNreG4H9yyI6sp1qITAti08z0FIamLxKfy2FXqX4jNJYWPLAKd+eKKLJVz8KzYhvFyYRMPAsBOEcBDCR+uKVRFTZxiFzBxLbiCs15tsOLZFJ/BZZjmHsyVKp8xTm0WWI4CW57LeipilGaN4TpS6LLKcWZIxWiaEjk3H9whdB991yAoDnW+KRlLI13r+Py8sKWpTTWF4gVobq4RLXCsCcC2rhvA+/a3GU0WjV/euNxb1dohXuPafjFeeURYqZVGOmOR7HKd3WRZjkmpGYLXxrFatR33+6kosNvx3WPNunPt5UVU8Gs/45tExlT6tPkghcGzjIt4JPDzHxm86F3XXwncdWp5LO/Dohj7d0HQsevVzN/Jp+x4t310lQy9TGRJCYoytAs5iUc8OmUK0znz2ZJPtLGbVf+Kz8zCsXq1TfgmMqxCAjTHser0DzOuIU8WiN6/Y0FSCt7d67Gz3+OzTXT54f4tOO8B+gXmPwGCt277LVqeFY1nMkhRbSgLXwat5BZeNBvqyu9Pnj392Aw3MZgmLZXphqdAmDITn2Z2lV40GjnNtd8Ctm2v85NNd3r21ThSZSWyn7bO91WOxSDk4vNgyLSFpex5buk3X9xECBr7pEmVVaXgbNMZLBqbm2xaeZePZFsu84CheklVmwq3RFKqi0ucfD6O2lbFcpq/NJfpNRZN0XETOyLIkVWWUzMry8j4Sz0u2zu7mZ90fotDDdWw+/HCLLC/43Vd7aG2Uu17mfNXaVLmNZsDV+GJEkUen7fPRh1v85NNdbt0c0u+FTGqlPe8ZfK5Lha6ZdZUhz5Z1Fdi+ANH9JX6KQlUsipxRGpNXFWtBROS4NflVm99F0ICSG2J3VfOlHGnVrzVJWRAXOY5lETkujjQTMlV/3iT6yyJnUeQEddHAFldXUTVdwAoEtCMf33OwrdNkox35z+RrnRfGZ8M2BHGd1+BoeUYx8s2H1jFaTU2yQYYQAUJEaDVBqZM6+XAxUvslWvRe+zq5lkUv9ClrD4lKKRzLohv6DKKQtu9iWxLPtmh7HpHn4jk2/TDg+qBLWM/h3Jo/ezxfkpXmuheIlbGeJcVL3UdfJbTWVFpjW+Ze5Ns2gWPX96OLrYsUAs+yCB0HR1orRa4mKqVYFgVJURr8ySuK5LxMrDqcV8BDeeVkY5Lv883srznO7rMsxwA8Sr9BYp3JPM9fQUs4/Nnw//TMZKOppj7J8LekIPI8epHPWtOpqPkVg3ZAv2UM0yLPyIw2A7Ntnf1/TRC80pP0oki9i372ouW9fcTAf2zhuoaj8dmnu/yzn7/H7k6ftWHrQupYSmvizPCIdvtdtrptHk1mLNKcvPZ86QQ+L6vKvrnZpd3yyfKKo+M5Dx9NLiwV+qbC9x163ZDPPtnhL//iQ7Y3u7Q7PnbtDdBq++xs99jbn1x4mZ5tc7Pb40a/t5KytS2De1WcneDqujp7Km0rheBguWCcpoCp1ldak5UlvmUjbfsPV9UVhUlsTJHI3KROjdO0Pu2oPC9sW/Lh+5sM+iGOY5EXFY8ejcmyxRvZhhfFcNDi1s0hf/LHN/mzP7lFFHkIYQwF+73wUipHzwpV8xYnccL3RyPSoiBwndejnFaLLxwnMV+ODpjlGT9b22a31SEpjYdJ6LhYQhjHYwzcwvCiCmwhabkeGpNoHCcx+8s5Lddjp9WmZbt4lk2hFVlVYgsDPzlJY+7Np2wEEVtRi8B2rizZqCpl+HllRafl02sHWNZpotaOTseji4egVClpNabWp8K1ImDzStb5sqH1jKr6AePlJRCyhRQ5Vfk9ZfkV0trGsq6f+cbrT4xc26IfBrQ8l+1eG13L1zbk6lmaMVrGuLbFbr/DWsugTdqey7VBt04i5GrsyIqS40XcbDFlZTodnm3zpq1mSqVIihLPsthstxiGAWuRcXC/aDRCJqFj5qmWEFScTuxLpZhlGdMsu5SQzNsar04Qlz4te4BG03U2UFQ1S/8ClTPhvJBM/sw2tqg7HJbEd2wiz6UTegxaIeudiLVORMv38B37lToXF49XTQxeDhP7Nobr2LRbPq3aLbxS6sL+FW9DCCHodHx63ZDNjS5bm11++pNrvP/eBq2Wf+FqZVFVtZlfzq21HrZlkRYl4zhBafP5WjtCa3f1u5eJwHfwPZv3390gSXK+vX2A79lMJjHTC+D4X2eEoUunHbC72+fmjSE//XSXd26uEYYejn3a7Wy3fLa3e7S/vXjHzRLCKJM07tDP+LsnXXOb3+xVPtutFh3Po1SKQRDgWfZb6cj8NoVeKWzVVWxM90MDqlKAQFoCGshdDV/Ms5IsybEdGz9wKPKSNCkIQpeo5RvI3pkGr3jCV6fd9nEci08+3kUIwbfdkLv3jhmNlywW6RuFqjUQs37PKOh99MEWH364xfvvbjActhDCdAuj0KPXDfE9p06uXuVXT71ZVN09cOvC2VUbojZynFlVklXVygOgUBXTLCUuc1NErKuwvu0w8AIqrRhnCUpr5kUGCHJVcZIsOUyWLIrcwEEsI1WalAXLsiC0HTquy1ESc5IsCW3HeBZc4UGVQmDb5jydzVPKUj0Go9Ia+r2QiwNaRd3NUZQqqzXujAzujx41H1TrJYglSh2h1aQWe/Hqz43v1+sOA1cDxzKdfGjGYvOvbUnDeRUCzzb2Ap5tGauBJ5altGbYCs35qIxnRyfwayWo174pT4UQohZ4MapbcVEwzzIUtW9T7RHy3GVg9pHv2HQ8n65v+CpZLddeKsUyz5llKYs8IykK3OeoJr6W0FCWJWUtdoIQeL6zuvdeJl452eg6m7zf/nOK+qIz63exgUIiGXrXLv2bShuN+bQwDt9x7fi9SB1CL8N3HXzHwZZGxeAlLQT+EC8Zvu8wHET0exGtyK/VeX4/ZAGNao8hgn/0wRaffLzDJx/t0G77tNrepS50ox4z42ixJPIdQtfh0WTGg/FspT9+a62H1sFLtyeFML4E6+tt1tZaBIHDN9/u/+jJRq8b8O47G/zRT6/xJz+7yXDQotV+Gq7QavnsbPVotV4PvO+8vdrxfN4f2EaVBlOZdWuS3h/SjWdHA0MqCyO7KwR4vmO4MZkh37qeja49QFTN55mOY44PZ7TaPmubHWaTmJPDGWsbHRzHGHhKSxq4kNZIHvcEEULgeQ4ff7jF5kaH9bUOvW7A518+JI5zlLoswffloyGaX78+4Kef7vLJJzt8/OE2fuCsJj1SCsLQpdcN8XxnZV75qutoWxYt3yTIkefi2TYv6cX5nND1daFpOS6OlPiWTaUUkyzlIF6wLHIqrXAtm/UwIrKN58Q4TVgUed1FNAnJPE+Z5SnLIiepCiNjX1XM84xZntH3AzbDFnlVkZQFuboaeNvZsCxJGHiMpzEP9yfG1M+Sq31369qQ7Y0u0QVbzA1awxQzFJXOUbpCXRE072VCYARpKjVHqRFgoYVvhGCwMD5dPVSVoNXUSOC/0fV7OlqeKQaDWBn2Pe/7652IXngqVdwk3D9GkciWEt82inCHy5hJmnIwX7Db7bLb7eDZF0sKGvGHQRiwHkWmW1MnG5U2DuXzNGOSpizynK53uTnIq4bW2ih3LjOyOEcD/fXOj5NseFbEwN1F6Ze40ITAf47zoyUFncBj0ApI8pK8LFeDdmPiJwVkRck0zjiYLugcG0+MduDR8j1ankvgOcYgplafCtzT//uuaddaT1TT/hAvH0Hosr7e4eOPtxFScHQ8Zzw2ikmnMqnZS7lHX3XYtsR1jOpOq+XT7Qb0uiE3bgx55+Ya168N2NnpIWvPgcuE0pq0KBktE74/HNEJjBjBeitktExX5/LLqoQ352sQuPi+y3vvbCCloNM2XZnReMl4EhPH2aW5HJcNz7NX1dzBIOL6NcPRePeddXa2e3iec64TfBi4DIct2i0f17Vq9Z+LnRMv7BU+43o2ChuvT9L5H2vkWcFktCRLi9qbwsgiZ2lBEuf4gctwvU1RVIxPFgSBy3CjDZgbVhC62LaF1pAmBZNxjJASxzUcpCB0CUL3sTZAcwylFESRj+PY5HmJ69q0Wj5bm12OTxaMx0sWy5Q0fdqt/lWjgUW1W97KfPT99zb54P1Ndnf69PuP38O01ti28ScJa+PSNDMqVy8TsoYa9UOfW2t9Kq3wbJt+FGA9R3zl5cJUbF1pRBekMDpSy7JgkiVMsoRSKwNvAahV3fKqZJQmZFVJ1/NXhplpVWCJWt5TSCplRF4APMtAFuOioKiV4crXkGz4ns3ORhfPtVjGOUVZPTYWrQ1aOPbF96PWajXfkcI2UEGhTwVgOBUtMX8jnkkcbrg4RVXhvgImXwgfIYdIS9ViLyBw0WxgWdeQ1jWk7IGuMMnHxZ2uxdltOGdMbbr0pVK451x8zxyHLXlh+Jqoux+XgSm9zqiUSZrTsqyNogVpUWJLC6U1G62I9dbz17XZL65lsRFF7LTbTJKEaXaaCCqtWeQ5dycTtlot3MEA9w3vA2mIjSxmCekyo8hK0n5EqxvghxfvB77yWtvCxbJtLgKbejqMTO4zl21JBu2InX6Ho9mSaawpqMyBLo1B3zItOJRLMxkURknHqqvTriXxakWqQctoOK93W2x0I9Y7LdY75jlwbSz5dpzE/xgiDFw816bbCfjkox32D6Y82huvXHj3Dybs7xt5WvUabi6XCde1Ddxnp8f16ybBuHVrjX4/otcJcV0jBfqyodEss5yv9o/ohyE/2d1gt9fh24NjXNuuIRYa/YpVdSFge7vHcNhid7vPhx9s8eVXe3z19R77B9PXmmyYiaDH9maXDz/Y4rNPd9nd6bO+3jbngvdseV/fd3AcM3H0fZc0NV4of4i3L9K04NH9EfEyo9uPKIuKw70Jk/GS5TxlsNZGf7JNvMj4/tsDtnf7bOz0cOtE03FMQuF6NkIKZtOYxSzBcW1cz2Zjq4sfuM+9kziOxbVdw5t659Yae/sTPv/iIV9/u8/9+yPyvLrSTofpZAgGg4gb14d89skOn32yy2AQ0e8ZHsmzvmfbkjB0abcDlIpfOtmwpMB3HNbbFv0oBG2M/Cx58cnaRUNgJLt92yGw3RVhPCkLxpnpXHRcj5bjEToOge0YH6w8Y5wlWEIQ2S5ZVbKXz1FaEzkOkeMSOi5ZVWEJQUf4ODXXo9SKtFJkqryUA/NFI/Bdbl4bsLvdM4UMretKRQ3nsSXeJSq1BiqegxBG7lYCupnLPF06ssSz+aFNpyerKnyl4GUTDhEghYuUXbS+Wb95Kn0rcEG4WHaEpXe4nH+WSTQsKc+dra22oSzfqPHcjxmNIWxaFMY8WAgqpTlYLJikCbYlWW9dzBDZtSw2oxbXOh3uTiZPfT7PM26fnLAeRWy1jSjKmwohBHZtN5AsUo73pkxHS7qDiBsfbL3ZZMPwIV5PW8d3HD67toFjSWZxyjzNWKY5y6wgyXPirCDOC5L6OS1KiuzU+l0KIxk4WiQcz2L2wzndE79Wpwrohh6d0KfluUS+S+i5hHXHI/ROn42beF0t+EPz44VhWY0pn5E7dVyLVstjMIjY2ekzHi+ZTGKWcWaM4NKCtDbcy/OKoihrszQjb1zV8sZNJ6RxbH5SY96Yl526AjfdiKZ74Xk2nuesnv3aGbnXCxkOW6yvtdnY6LC53sEPnFqP/eUPuGtbXBt00UBWlrQ8j81OG9+xifMCKYTREH/lRMN823OND4ne7BKGLq7rsDZscXg44+h4znJpDA6TxDzyvCQvqpU3SbXqNJkbphRG8lda5jqyHQvXsXFdsy+DwCUKXaLIY9CPWFtrs7vT58b1Ib1eSCvyXtgNMk7lmo8+2OK//t/9ZHXsz4t2y+fmjSGOYz1Xcviq4uHtfe5++YC9vQltrfnJ+5v85LPLwz4fC23MLOejBXe/fECW5Gzd2qC30SFo+div0aFNK83kaMbkcMb4YEKySHnnpzfYee98UquUxpNga8sksbqWPNZaE4QuZVEZx3Ep8AMXIWA6jlnMU+JFZs6zOCdeZizmKX7gPvba9WyClk+elywXGd1eiLTOr542bzWQKsexcFwb33ewpGQ4aHHwzpTjkwXzRcqi/v00zcnqcaUsT6Waz6qrSClW/iJufQ0FgWsShZZPu+WzsdFha6vL9WsDrl8f4HvOMx3VV9ejZ/PxR9sAK8PL88KtCzPXrw3otJ/G8jS8DFdauOeat15dNGpSLcdlPQzJKm/Fo7jV6bMetIjqJMOzbDzLKEHaUvJud4AlBJthm0JVK4J3YBvZadeyV3wQifEYKLWmVBVJWZKWBTtRB/8KyeFwej+6qhBIhLBXvA3juWEjxNPHRlDzSm37XPhLpRWLPGeeZSZ5e9l1Ws3D7JXk/pNrYsKCSzpuS2ESUM+2zx13S1UxzzIWeU7kupfgvvz+hi3Fal7oWEYIqYGB5ReUg2/CtSyudbu8H8d8eXS0ElxolrDIcm6fjOgHAbf6fULHIXLdK71GnhUaIwOe5yXzScz4eE6nHxF1gqfG0RfFW52GRp7Dn767y09vbFEqI/s3XiSczGMOpnMOpwsOp0sOpgsOpwtGi5iF0qi6Tau0Jq9Nt4zW88J0PYSsux8mW2/kcdc7EZvdFhvdFhud+rkb0QuDN966+scQTQLQ7QS0Io+d7Z6pAtSP6TRmMk0YjRaMxzHTecJsnrBYZCybyUrt3tuYbRUr07TGbOv0ZG+MymzHrp2QJZ7r4AcOnbZPtxvS65nHoB8xrOUp+70I17WwLAur9lu5Ckhd4Dh8uLnGbq9DVpZIIRm2QgSscNGR51455jSKPILAZTBo8eknO0ynMeNJzP7+lP2DKUdHM45OFsymCfNFunJWz2s3bK1PCXzNBMyYodVQs05Avx+xPmyxudFha6tHrxsSRqaj1SQDFzU4EgL+6KfX+OCDTXiOXKqUgiBwcWtTrtcd3/36Lv/m//4/01lrs3Frg49+dp2Pf/7BKy2zkeG8++UD/s29I6Zpxp9/usOHf/oua9cHhK2XnW68OKqq4vbf3+HbX/3A78YzjuOUf/nHN/jL//bn539BnFboA99lOU+NMV7g0htEqEoxHi1WnhyqUsymMct5Wv+eYjFLmI5jJqMljmMxncSr15vbPQZrbY4PZ5zM5hRF9UI56dWqCYHvObhDi24n4MMPt4jjnPEk5uGjMfv7Ew4OZ5ycLJjOEubztJbMNSaBTQG9KYr4vkMUenQ6Ad1uwMZah83NDjvbPXa3+7RaxnXcca3HBA6eF77v8ic/u8lnn+zWDvLnn9hCgLQkjm091yT0TYTATH5ajktoO7XZJaBhI4xQNaHXmJrV2AQByg/ZjtpQJxFaa661umbbzvw9nAo3nA1VE+Adaa0mb29rSGFh4yIQVLqs94GDqEVwz4YQTafIPndyWCnNPM+YpimD4Kqu/asVozEQJrMN50qDV0Y1aZZlDMPnC/78YwnXtukIQavmB0OjtHVa6L5o+LbNjV6XZZEzDAM82yIrWXX5lnnO7dGIyHX5ZH2Dge8bvsqb4G5oY+qbxTnT0ZLpyYKo7WM3Y+Al8ta3egYtpST0XAK3lgKrFC3PpR8FrHcipsOUWZIyjTNmccosyVikGcuaMB5nhjy+es4L0rykUuVjg90yzY1D+TLhYLKgG/p0Qp9OnYS0fcMBCT2H0HUJPYeW77HRjRi0zMW1LHO+HO9zkMzZDbtEjsdxumCcJSRVYTSmpUXH9dkKO6z7EV03wLcePwSzPOUwXXCcLjlOF6RVSaUMGS+wHbaCNjthh8jxCC2HZWn0ye8sRtyZn/BZf5uPexsrs7KzkVcl9xYTDpI5UJ/kkalWAaRlwWG64Kj+7UWRUWmNJQSB7TDwInbCDn0vILBOM+usKkmrgkfxjLvzMQM/5N32kFEWc38xZlHkxFW+wu6+217jg84atmvRaQcM+hHLZWZcXpOcNCvJ0oK8KFdJhnFjrqgqfdrlMNqaK/dnSxpiaVPJaiYSrmsR+A5h6BGGnvF48CyEJ9hTC35xskfLdVkPWmyHHXajzmqinJQFcZnz7eSY27MT+l7A0Au53u6xG3VfcP4KQtfohJeV0Xn3HRs09CMfrc2N6Kq5QmbbDeRE+3plqNdu+ayvt5nNTJKRxMZV96zrdaXUagCRwuxP27ZwHGOK5fsOYWASj3Y7MJ2hbkgQOC/ZcTAJo++bavLrCKUUqjQGbUIIRN2tedF+z5Kc2fEcL3Cx0ESBy2AQvdLxUkpRFRWTlo9nCVwBrdCtE+AWUef1JRtlYaQ/Q8/BEwJbKVo1Z+Yi4fkG6qQ1hJGHVprt3QHZsMCyJapSJnHNSrK0pNMLaHeDFQyx1faJWj7rmx1TqXdtqkrhejb9tRZBLRt7kWiq/VJaK8O2wHdrjoTD+rDFjesJi0VKnJx2T8vCjCGrSYEUSEviOhaua87tMPTodHy6nZB+L6Tfj3BdG9t+vAjx5JT5yQlyQxQPw98ffpChPtdj6ROfOS/oqpzlHGitH3v95HF9UikOnnCNeoshBFpXVLpACgff6tXmfhG+1Xv6HBCCtusxDMNzIUZpUfDDaMxm1GIQBKuE4+W3/6pVLw0MrON59IPgXM7EMs+5fXLCWhiyHkV0PNPbeJuP4auGUUK1GIYh7w1NUtD4zQD0gotDnRqEw1oY8uHaGofLJXfGE8aJEXmptCYtCh7OZvzNvXvERc5PNzfZ6XTo1onHy4auDW7TsmScJMyzjF4Q0PU8AsfBkfU8qoa62o7h3FV1h/syp9NbnWw8GbYl6dTE741ua+US3cgCZmVJnOWMFgkH0wUHk0Xd9ZhzMFlwNFtyUsUrp9gmsqIkLytmcYYUc3MDEqcPvzYJ3OhGbHRbbHZb7A66/PGtnVWysSgy/t2j2/zi+D5/tfUu22GH34z2+HZ6tEoaWo7HzdaAP9+4wU8H23jSfirZGGcxX4z2+c3oEb8d7zHOYrKqpOP6rPkRf7Z+nb/YfIedsEtgOcyKjIfLCf/2wdf8mwdf8X/78Oe811kDaSowZyNTFZ+P9/jl8X00MPBC/vXOh6tkI64Kbs+O+fWJ+e2HyylZVRjVET/ik94mf7H5Du931nACC5vTZOMki/nV8UP+xwdf8Ul/i+C6w9fTQ/7do9s8XE44TBd40iRM/+ebP2E77BjTniCi1wvPQKOecGKGVUJhzK2aN02ctVFs/rMa8EV98xRnXMfrYzvOEw6SBb98+Ij//u4XrActfjbY5p9v3WQzbK1c7RdFxlGy5N8++Jb/1w+f83FvnU/6m/xXu++/MNkw+OcaV/0EDK/tmwH5TShpeJ5zhpvSr12S1Zl9DY0HwnkbIeoduZrg1UTBs3C1l7+xNGaNr69KoypNkRVopRE1HEzIq0/yXiYEZrIrz8q/vqXh+S7b1waAqcQD7N4cmrH0zDnUXKOyvlGpNc32tQGihjX2BhG7N4YcH844Opji+w6dbkj7FRItk7xYOI5PFHns7PTNOa70Y+f5k+OH+TKnlfpzzm35I8lr/mOPZwF93vZQVJQ6xRIukb1OaA8JrbVzYVRSCDq+x3oUEZzjAB0XBd8cHxO5Lh+vr3Oz/zpHwpcLWwq6fsBaGJ6bbMyyjC8Pj+h6Pp9tbrLdbv/eHMuXjWZesdaKGITBmXfN4HJZxShLCDq+zyfrG8zSjEmSrpIN6qUeLBb8ux9+4CiOza/UScqrJBtgzsGTOOab42PuT6e8PxzyTr/PWhji+r6Bq4YuYcs3BSGM0e2zOrXPit+LZOPspECIZ1PKQ+UQeYZ70Ql8NrstZknGPM6YJabzMU+yVZcjWT1K0rwgKc78PzcdBaU1SV5gpxlpUTBZJuyP5+xP5uz0O3y8uw7UBm5VwVGy4NcnjzhMFlhS8klvE6U3yFXJopYM/GK8T64quo5PaBuJ3rjMOUmXfDU95IvxPnFZ8HF3YzWxK1RFWpUcJgv+p4ff8k+Gu/x84yautFjzIlzLJikLTtIlD5YT1ryIgW8SoaaKVFQl+/GMH+YjbrUHrPkRQe26fJIuubsY8+X4gINkzk7Y4UbUQwhBVRswxWXB3x7eY5TF/PnGTTb8tmmZY7LvZZlzmC5wpkf8wm+htOLd9oDdqEtelZRaUSrFbtQlsGwcy7pSLO1lwqokCAw5sSwYpTH3lxM+zjYeS0SXRc5+PGOcxXWXw3Q6LqKa0py3Z7iIp7//hmYvpzr84qW5h+eF1qUxkBLCkA8BqM64Uxv8sCZD6xgMShshHMAFSjQlZbVHVe5hWUMsOUCICPkchbqXiflowb3fPaAsFd21Nt21Dr31NtJ78+dek1z0N7v82X/9R6SLjFufXaM9aGE7b/dwbCbe1hPvWc/0QmrOfwvgDJHasszrTjdEa0PQdVxDHn/ZWF1rQvDGlCE13Inv8yDe42Z0jWvBzmoS8p97vGgf/D7vI4HEEg6KkkzNoIRKFXhWC1e2EMJeFfqkEAyDkOvdLl3fx5ZyBRkDKJTiJI759uSY/+XOD4ySmK12m77v4zeV5fqEVkpR1SbHpVIrBahSKTqe6Z44TwzyzRymKczalnzqb14UtmWxHoXsdjp0PO8pTkFeVRwtl/zu6Ih/9/337M3nbLVadH0f37ZX29AUhZttKCpFqU63oR8EDMPw98LvqDl/bdNevZJlhY7De4M+SVFwuFiQVxWjOCapXdOLynBj7ozH/Ps7d3k4m3Gj22MtDOn6PpFjVFeN2qKZlzVO5w2JPy/Lmh9VsshyFnnOJE1W0r3zPMO3bbbbbcq6IFmVFVVZYdkWfujiBa5Rl7QvBzd/u+9ul4ymC+HZNr0wQHNa1VLa6IeXlWKWpIwXMSfzmON5zMki5ni+5KT+/2geU6mYvAR15oLOyorRIkYgeDAK+Pn7159ah7gq+Hy8z2G64F9tv88/WdtlM2hTasXvxgf8ZmQ6C+Ms5rPeJlthBykksyLl9uyYz0f7fDHe50arx3+x9S67UZeW43FvOeHL8QG/He3xv+19Dxo+62/Rdjw6UY+BF+JZNrMi5c78BFvIVbIBZh/kquIwXbAXz/jpYJv3Omt0HJ+sKrm3nPD5eJ8vxntUWvOvdz7g0/4mbcdjmqd8OTng89E+/+HgBw6SObfaA/pugCVOqzWlqohLA+mSQvCT/jb/dP0GQz+i6/qMs4TjdMGNVp/I8d6K6oclJZ7tUKqKw2TBrEhRZ0qfiyJnL56TVuWVutr+voemROkFAgshjFa6pqilFTXgIISF1glldVTfgEMEEVK4aEq0jinK26TZL3CdD3Ht97GsbSRXm2xMjmZ8/tffkKc5Nz7e5fpHO7R6Ic4FzRmvNGp8/vq1IX/1f/lz0Bqrhp+JqzdNeKsjavuErQZy8fs3AdXAN/Pv+fdHf8e/3vwrdoNtngZT/SH+sYUUNhYelc5JyhMyMcPGpe3uIh3HTKrqZMOSkmEUklUl/cBAXvLqVMSmVIpJmlKcjFjmBT+Mx/zpzg7vD4f0g4CW664q140HQ1qbyMV5QVIWpGXJjTqZeTKRaCaZZWXEVgLXuXSy4UjJehRx7cxvNJNYMMnGOEn46viIaZby3WjEn+3ucrPXox8EhI6DV3+nUIqsLEmrijgviPN8JQ7QbPPvQ7LxOiKwbW71+0gh2JvPmWWZkdatkw1juKl4OJtxsFjwD3t7bLRaXO90uNXvs9GKGDT727ZNEVgpCqWMt02WMc8yRknCKI55NJ+zN5uzyHOWeY7SGt+2udXr87OyXCGAiqKiyEukJfBDl6Dl4YfupQvFr5xsNBP5UwJYU2F61SVfPk6rW6aO+mQ0O884Wtq0A59hO2K0jBnNI0bLhPEiYVw/T5YJkzhZdUTMBQagKc4MGGfDFpKBF3KrNeC9zpBb7QEdx1/to6Qq+O14j0WRM84S5nmK40smWcoX4wNOsiU3Wj0+6m1wvWX4FJ5lVJFcaXOSLfnV8QNG2ZJ7izHXoh5bYZs1P+L9zhpKa76dHjP0ImBothvNOE94FM9YFMYBduhHXIu6RI5LUhZ8Pzvmh/kJPS9gM2jzTnvAdtjBsxwi22Cpk7Lgd5MDpnnKo+WMoRexFZzqdStMxWLgGc7Ge50h11t9Oo5nFEksh7bj0XX9t6YC6EqLjuMxK7KVtGOlmnMa5kXGXmwkHNf8kMA+naCuOkaq4sFiyqN4xkkaM80SqppI2XY9hl7IjXafjSDCs2ycujq8H8/59fEjsqrkervHZtBm6Juk8Wx8Nz3hV8cPaTku77QHrAURffd0UN6L5zxcTjlOlpykSwqtqLTCFhauZTH0QtYCc7w3w8f11fOqZD+esx/POUgWTLKEShuX4tB2V/yUdT8itE9vfFotKcv7CGFhW7toXVCpQ8DBkkOgQukYpZdotUDpFK1THPsGjv1enWyUaJWi9dx0SWrE+FVFU3FPlykH946oiorNm+s1tObH8XdZjVGWwHtNHJU3HS97HRte1I8/BrxMFKqkUAWzYsFJPiap0jf221Vd/DqOYx7N5qRlQaWNq/vqWWkq/fhzUhQs8pyvj46fXqbWHMcxXx0f49gWt0cntWSreO6zY0lcy6Yf+Gy320Tu5c7pvfmch7MZWWlkb89bb7Ndp9s2z3K+PDwkLcvVhBdM5T8uCu5NJvzb29/x/Wh8/npLaYwH6+fm9VoUca3TMQqBPPu8rnRBqRIqlVHpovbZqIjLY5QuiexNImkQDw3hvu15vD8c8rPtLb4fjTlYLFbL00BalhwtlyjMcfrq6JjQcXBtC7v2UqlqZEBZTx6LqloZk/782i7vD4crqFZRfz6OE06WCZY0KmNDDI/wMtEYz/UDn4/X1zheLvl+POYkjh/bhqQoOVgs0RoWeb6a+K5cr/XpNhS1t0iTeGk0tpR8vL5+qXXTdZckKUoezWecxPH555BWj10XeVURFwW3T04YJU8b4C7znAezGX/34AFJUdDy3MfOFfPcnFenr13bwrNsdjptNlsX48I1IYTAFoJ+EPAnO9vGONCx+fbkhKPlkqQwSUeTQM6ybGX8dxLHtD2PsE4mm6JoU2SvdJ3klaVJ8oqCaZoyqx3LG+8bS0qUVqddkaJierLg+NGY5TQhT0vytCDPi1qg5+JxhcmGmeC/BfPHZ0YzgISeQ+A5dMOAvKxYjyPGnZhZkjFNDNl8Gqc8Gs14OJpy/2TCPLmY46Zr2exGPT7pb/J+Z53rUX+F5Ou6AfMio2W7LMucSZ4wy1M6rs8kT/hyso8Afr5xg8/6W+xGXSLbDAxB2GU76HB7ZqTRpkXKncWYyPHYCjsMvZAPe+ssi5zbs2M+7J5etEprRlnMg+WEZZnjWhbrfoudsIslBKMs4fbshDvzET/fuMEfD3e50R7UCQtEtsvAD5nnGf/Ovk1c5jyMp2wELQbe492TSiv6bshPB9t81N1gN+ysJteB5TDwwrdqeuFahrRvkr+4JsWfkombzobS2sg+2o8P1Fprsqrkm+kRf3dwn9+ND7kzH5OrEltIdltdPu5t8K923yOwbCxPrvbH3nLGf3/nC6ZZyn+58y5/srZLZLtPJRtfT474f3z9S7bDDv/19Q/5dLBJx/GQwkIDDxYT/nr/Dl+OD/lqfEhSFaRVSWg7tByPj3sbfNbfRG7dfCrZyKqK72cjfnX8kF8fP+K72YisKrCFZD1o8VFvnf9i512swRaOtFbJhtJLyvIuCAshIrRakBe/Q8ou0gnM59W9OomAsjqgLB+idY5lbWJgVgpNgdYpoGo5ySvuHGnI4pzjh2PjbJ39wcPjD/HqUeqSpEpZlktmxYJc5W/styulycqK+5Mpf/vgAeM0IS+r2q+hrOESpgqel/XruiKeliXL/Ol1LZXiaLlkkqbcnUxWk0TXsuoJlIVr2afv1VKooePQ9jzeGwzoeN6lk41Hsxl/fe8e8ywjKU7XNavXe/V8drvKclX1PVsyqLQxQLszHnMcx49vg2Xh2na9Hafbdfb9Tzc26Ps+3jNUl5pQuiRXMaXK0LpEodAoluURSTnGEj6Rc3r/tYSg5bp8tLbGLM2YZ/ljyUaz/ydpyjRNuTMaPw7BfSLObnMjq9sPfP6r8nRsK6qKZV6wP1vww/GYyHPpBj6B69QlyMuFLSVd3+fTjQ3mWcY4TR5LNsB0OPIkYZqm3D45eeY2PFnmcS0L37G50euZCewlOi8GHq6YpimfHxzyu6PD1XmSq4qsfPx8Ont+NR2i866HeZ4TTyYcLZf8/d6ekbm1rNX549mWkaI+cy24lkXH8+j6Pv/02rVLJxtNdH2ff7KzwzAIjfSs1qaLVTx+72r29yRJuDuZPFdcoeG+rv7P+apwj31HG1GRydGcgwcjlrOUsihxXIssyanK15xsNMnF8WzJ3aMJeVEamcu6Db7RbXFtrfvcVp3WmvEiYRqn9KOAbmSY+69a6W7WLS8r0rwkadp09f/PPprP06J+zgvSsiIrStKiJCtKZjXX46KJBtREH9ej7xmlqVVLsFZ1soXB0wkEpTIXRMOJmOYJoyyhUIrb0xP+vf/DamLaxOfjPWZ5yrLImeYJaVUAmjW/xcfdTf7+5AE/zEf1ciqkEFRac5QsuLeY4Fk277SHdF0fS4hVZX5RZDyMp/zi6D4Pl1P+9vDeUxPr+8sJD5ZT2q7HLE+Jy8Ikmo8ptBhd9TU/ouN6xmn2LOfmsgf1jYRRTum6AQLBKI3NDcLxWBQZe8sZkWPUqs52zCqtuDuf8MNsxBejA/aTOTfbfT4dbCKFQGnNsubp/OroIaM05ueb17nV7q+UK0ql6k6ERhng31Nrp7SmUBWlVqbqUA8aBpa25OvJEV9Pjui5Pv+Hmx+vCN2lMksceiHrQYvQOT2ehao4SpbcX0z4YrzPw+WUm+0+H/Y2sGqeTlwWVFrxy6OHnKQxf7F1ixvtHo60kCLCtm+i9JyqekSlxlRqjJAto/OuZ1TVEVqXCOEBGilDhHDQKCQOCM9Aq0SIFF2kXEeIV1djGh9O+e4f7nJ4/5hkkXL/q0fsfX+AVppf/I+/5s4X9+mtd1aeFv2NLhs3hmzeWmfr1gbOE14XWpkKz73fPWQ5TZiN5sxryVdpSdqDFt1hm90Ptti8sYa0n+YizU7mfPE333D/6z1UWa2qQp1hm3c+u87mzXXaw9Yzux2Pvjvg6198h+ParF8bUhYli0nM7GTO9GRuyO9C0OqFtActdt7bZPf9LSzbwrqgnKzWGlUqFtOYH357j6MHJwgpaA9avPPZdYbbfYR1cUnjJ2NeLJgUM+IqISkTMpWTqYJc5WRVzrVwi91gm4P0iMPshEIVaK25Hu6wE2wSWD4azdfz7zlMj9ny11n3hnScNqH9+Hkzzid8NfuOVKXs+FuseX3aTgtHOqt1OciOGecTJvmMXOVUukIKiS1sWnZEz+mw5g3Z8Ier6/Xe8iF34vssyiWLcsl3y7tUuuKL6deUulqpOQH4lsfHnQ+4FRpvlqvq5Db3i/3Fgt8e7HMSJ6tuR1PJNV2C5j29+n/zOHe5NQ5/Xk/km4qtveoKmHvX6ftmotvxPCwh+MnmxqW35Wi55Df7+8zSzHQ3Vp2Z03VvtqWpijfuzedNlBqoziLPScvysfV9cv0tae7HzWe+bfMn29v0tX4uNMMSDq6McGSAJTxqJhYAQjwuPNH837EsbnS7VEoRFzm2FDyYmkr82e1o+I8XdaUU9Tj/JMpC1sqPqq58C2EShqaCfZlotsG3bd7p9ynqroBv2zyYzpim6WPbsFqXC26DFMKcey+Y/J4Xur43zvOM70cj/mFvj/JMN6w5X07Poaevheqc60FpDUqRFAWlUo+d84+dN0LU75lHo9p1q9+/5JachsAcq2EU8qc7O7Rdj+1Wm+9GIx7MZoyThLSGOQGrLsSZnfJSv9n2PNajkEEYruB7Ukj80KXVDXE9h6I23K1K9RhC4LX4bGjMgdifzPmPX99jkWYEjkPdJeOPbm6z1W+/EBd4Mo+5ezTmva0hndC/ko6Irk+ktCgYLRJGj3ExjD/HeLGsP0uYpwYedR4c6mXDEpK249F3g3NVAqQQK1naUisKbeRGc1UyKzK+mx1ze/Z0m/vJWJY58yIjq0x1Z82P+KS3wW9Gj7izGDHKYgql6gFHcZguuLcYE9gO17wevXpi3UxkF2XGw+WUh8vpCy/4d+SARZGRlDlKK6wnVDh8y2boR7Sci0tZ/lihNSiNUcryTPt8lMUEtkPkeCzKnL14xrudIRt+q56AmwG7VJofZiP+48E9vpudsCgy/mz9Gv988xaR45BUJb84vM9vT/b45dEDvpudcL3V5UardyW41HGW8E2daHwzOeZ/f+Mj/tt3fkLkuAS2wyiLmdTJq9aatnNqt1QqxYPllN+O9vl8dMA0S/hvbnzMP924Qcf1iMuC357s8euTR/zy6AF35iNutvtshe164G3jOO9RlvfIiy+oqkOUjjEdisBci9UJmgopO4BAyq5JPHQF0kGKVv0IsWQfS16uhf7M/XIw5e/+zd/z2//tK0b7E5azhDIrUErz6LuDp/7+3T+6wR/91Sf88b/6jLXt/lPJhlJGFvjOlw/48j9+y/2vH/Hg9h6WJXFcm533trj5yTX+/P/4Jww2uzhCnJNsLPj3/91/4j/8d/+JIjUSrKC5/vEu//r/+pf8sSXxavLdefHg2z3+p//nvydo+fzkX3xEskzZ//6Q+9884t5XD6kqhWVJtt7ZYPe9LX7+3/wx69eGuL64VLJRlRXToxm//J9+yxd/8zWWJdn9YJuwFdBd72C/AvRpVi64Fz/kKDvhJBszK+fMC9MZmJVz/vnwT3GFy2+nv+O306+Iy4RKV/zl2s8JbB8hzFj2D5Mv+PXkS/6k9xN+0v0IW9pPJRujfMJ/OP47xvmUnw//mI95H8/yVsnGtJjzzfx7bi9+4O7yAbNiTq5ybGnjSY/dYItb4TU+7XzI0Otj1b/9/fIu/9+D/8C0mDEr51S6QqH4zfR3/Hb21WPr0He6uNLlZrh7pUyOBkZxsFjw+cEhR8vllSy3wXhXSpGWF+sAenU1txf4JMX5poXPi6Plkt/uHzBNU4orcA9vJuvVBdf/bGy1WiQNVp1nn+WWcJCWhSNDLOnV7uEGvyCEPLc760jJ9W6Xnu9TKIXAGL2Onkg2riosKXBsC42RTX2VZKMJg+fv0XJdqnoblnnO7Ilk401Gw2NY5Dk/jMf8w97+lS17Raq+xD5rko0/v/5q5q8C6Ps+/Z0dbvZ63Ox1+dXeHn99776ByCm18pO7ihBC0PU9djodhmFIy/NwbQurTja6/YiyUhRZwXyanMqHv06fjUWScThdMF2mrHVCrg07bHRb9YkNw3ZIWVXcO1qwP56vTPXWuy02ey2TrCjFd/vHfH7vgFmcMlrEdAKfTmhkbSP/8RtupRR5UZEWJfEZ5/A4y033Iqsfeb5yFG/eN92N0/dWj6IkL8pzsdtSCCwpCD2XyHOIPLNOkefUzy7DdsgH22tPHzRMwmEL67Eq+OPV/TOdAH2amWqt2Qk7fNzbZDNo03H9FV7zydgJO1xv9bgWGW3vyHbZCFr0vYCW47EsM+7MR6z7RqnqKFnwYDnlJ4Mt3u+s0XUbHehTmdmu6/Nxb5MbUZ+O6z8ly9tE3wu40epzLerh285TNwmTUInazOnNhNanXQHDH7roL5vtD2yHnmfUQg6SBaHt0nENeb5QFY6UdFyvrvhXKAxu+95iwleTQ9b9iM8Gm3zQXWMjiHCkRaQr/mi4jSMlJzVE6/5iynY4YSN8uRbr2VBak9cVHM0pttazjKTywDMcE1Xjes8mG7mquDMb1R2RgPc6Q97tDFkPQlxpE1g2n/Q3KFTFt5NjkrJgL56xF8/YiTpEduNUaxk+BmDJIf//9t6rSZYsy877jnIV4SFTX123RFdXte4eNDFD2ABjfCINxnf+AP4r/gW8kHwgjYBBGQE00INpXVPdVVeLlKHD5Tl8OB6RmVffqlvdzUGsa1GZleERfsLD3c/Ze6+1tpQ9hFBI2cHoW9T2FMeySbZIhDBI2WpcqWhqOTVV/Zii/CVK7aHV22dIL6K33eGHf/MdDm7vsZgsufvbh/ziX/8Gh+Pmt6+xfXVAZ5iuKxuDvS57N7fZv7X7wg7eJ49HzMcLejtd+rtdPvnLj/jOP/mYqqgos5LTJyMefP6YwX/pYQLDtY8O2L1x+d7QGbb5y3/+Y659eECZlxzdP+Hv/s1vmhvAm2b0HMcPTvjbf/UrWt2EuB3xwQ9v8eFPblOXNVVRcXY45smdQ37/t3eI05jrHx1w9cP9l7+lWAUZlvlozud/+yV/+Lu7nDw+o7fT5b3vXOe9795g+/oQ9YbN7F6HSTnj/vIR2+GQ7/au8zQ74uHyCSf5Gf/u+D8Rq4jv9b7NUX7KuJiwtBlfzu6hUkWq25fu2a86cu7CY/WHZZUxKifcWzzk/uIhEskP+p9ihE80WBy1q0lUTEe3aZsWTUs6pJC817qB2BWcFWPOyjG/n93h7vwBn3Y/4qP0/Uu6xViFvNe6/g9aMv7cMf6Kr///F3wlI9ZDBmI1y59/x7F6Pqu97iqvNbf7fYyU7Lbb3Dkb8WQ243ixYJJl64pMUdfrStNqPlXSO0kZKYmNoWUMnSiiH0d8MBxeajy8qv4si5JJlqMb2tiq4v5VNJOr7VvG8MHWFqHWHKQd7o38ZzhZLplkGfPSi9ZXbllc+Ay6Gb9RikRrkiCg23yGm/3+W1vGruDPoz/9mfQuRvDs95IEAdd6PYxS7KcpjyZTHk+nnCwWjLKMSZ4xzc/Pm6o57qs4QDbnTthQBhNjiLWmE4WkYUgviuhFMVuthN12m9uDAWkYEmiNsM43SQ41NitRWtFreiKFSfjN9tmYZQV3j0Ys8oKtTosrgw7v7Q2JA794yEq/mH9wMubvvnzMLCvIypKPr+6glPAiIWv54ukpv7j7mNkyZ7LMOeh32B+kKCnXwcaKFlVWNbMsZ7TIOJnOOWmcpNY/m8dZI+jOy+qNKkmreWF9u2gOnGkuzGE7YauTsNNps91ts9Npsd3xXcW3Or6z+HPveeHG8KYX80XyzH7S4Z/uv893BvtcaxbzLxu7vLCgbzUdXwdhQseEzKuCO9NTjJT0g4SjbM6jxZh/tHOd250h3SBu9n0+io6J+Ivt6/zl7i2utXr0whdTWi7vW1Da/Jnnm+pNc1xfJcZdHaOvK9hdUZLAi5yku/z+L3+dfyTasBunKCE5XMzoBhHbcdtb9lqLlr5iNS8LFpy7ez2YjfhsdMgHN77NP9r1x3Yrbq0/06Ch0/3s8AGHixn3ZyP2kpT2hYX/V4VtKnnWXewn0kxK0nOsu1ymKK6Oc2lr7k7P+PvRET/dvc53h/tcbXfprINQTTsIWVYlbRPyeDHl8XzCk9aUYZTQMgGCsHGcykBIpNpCyT6gUU2wQS2pqjvNGBQC01CnLp/XlX2KK2tCod9NsPHPPvVNCivLz/+fX3Lvtw+QSvKDv/mUj//ifa5+uE/c9p911dht9XgWZ09GzM7mfPzT97nx7Svc/OQaNz6+yny8YHw04d/+i//EF7+4S9yOEFLQ6iYvCDZS/vE//zE//R8tVVnz2c/+wOH9Y44fnr7VZzt+dMbd3z7k+scHfPKPP+K9797g5ifXqIqKxXjBf/g/fs5nP/sDUXIXhBehvzTYWDE8raMqSkbHU37xb3/Hr/79Z0RJwJX39/j+X3/CRz++jdIvPjZfBbNqzsPFE67Ee3y3+zF3dJva1TxcPuE3k7/nn2z/lB93v8e9xUMeLp+Q1Tlfzu+xE22R6q8XpGd1zpPskHuLhzxYPOYg3uUHvU/Zi7YJZUhW50yrOYUtqFxFW7eae53/7Lfa17nVvs5JfsZxfkZhSx4sHvFp91v8Twf/QxOU/DGCC4dsstV/Soc8s6Ymya/kCiMbGsrKqvPdY/Wurx+bkpfDwpdRRERzLiR6SKLfTgERas2twYCr3S6f7OzweDrll0+f8vfHJzycTDiczxk3QUde+WSoknKtC4iNITGGfhSx1Wqx226z127z/nB4iUlhnaWsapZFxTQr6EQRWqk3OjefnYufnTtiY3h/MOB6t8t3dne5Px7zq6eH/P70lIfjMUeLBeMsY14U5E32Xa8SYc1naBnDIEnYSvwCdy9NudU4Mb1qTKsF9LN6EEmT5H0H18LFpOWLxvHsGC5CS5+oloiXnj9vi8QYkm6Xq50OP7xyhZPFgjtnZ9wbjbg7GvFgMuHRZMo4y1iUvoXDSs8k8NdooBTt0AcXq+aRB52Ug06H670e15oGgWl4eV1S2RptFCbQFHmFkIJOv0XaS4jit3NzfOtgo6xrpkvvvNFNItpxeElMpaUiNrDX71DWltPpgrPZEuscd56ecTDosNdP2eq02Epb3N7f4rs39kjjkHbTpXuF6TLnP/3+Pr99eLiuUlx+VOeVi0aHUdX2pYGGEH4hGge+H0crDGhHAa0ooB02P6OAVhQ2zxuSwJA0vTtaofFdxMOAJDCEb0hPeBWE8BdJqDSdIEIJL/6eljk0z73sdeIFl8N21ObD7jbOOX4/OcJISZZU5HW5FmjvxG1i5Y+zFN6lot04Ri0a4fpB0nn5vi/s/01QOa9NsSvNAQCOSAVE6ryKNa9zsrpAC+UXy1KjhKSwfsEfSI2SksrWWJxvvCf8jXVaLnm4PKWylmGY0gsSWjoiEK8/xR2OxBh2E98o8jCb0V541ywH7LfSS1UB5yCrSyZFzrL2upVEG4Zh8lw1SOAn004Q0jYBWV0xKjKKN+jT8ToMopiP+tscZ3PuTE/5fHzM//a7n7GfpE0n9C4HrQ5tE1wKblal53lV8GQx5WeH97k/GzXUt8tVxaPlnM/Hx6hGLO97jNj1O/nvUiJFilE3UHKnCSRaKL2PkAlarRa7qhGHK1bThNE3EfwzhAgRIkLJ56uFbwshBMoo3wNEeH9w0TQeVEqijEIHel3FEI3e7GXWs3E7IowDbn3nOj/460/o7nTpDlNanZh2L+HGx1c4fTxCSMnxozOy+SuciUSzJruQAX8bhElAEGlufHyV7/73H7N7c5veVgdbW8qtlGvfusKtT6+jtOTo/jGLyeL5NxHefldpha0ds9Gcz372B37/X+9w+mTEcL/H+9+/yXvfvcHO9eFb+6m/DkYa2jqho1O6psMg7LNbbjGrFoyKMR2TshUOmFdLFvWSo/yEZZ1R2a8v7ndN5cI637leNlVoLQxGGpRQaKn9vQpLJMM/u8qElgUtM+WHBymh/iGL8t3RKd4WSkhCrbja6bLdenvL6u/v7/O//uQn5HX17ujMbpVCqtcGFUKE8Jq54L1+m624QjEHt9r+HTYnugApvCvUbruNFIJr3S7TvGBeFmsxs3eacmvqtZICLdVaFJ4YQ8sEtIKAYRJjLiy0lZRExq9z0ihEK0lR1dRNVeN1WM3RF8/90tWMixmVs/RMCyMNrSDgoNPBKMXNfo9pXrAoS/LKMwIq67+L888gm8qGJNbGBx5BQDsI2Gq9usfGqJwxK5d0gzYd441phBAkxnCl0+Gff/wtvrO7u07enjukvjlKW5HVBUJIwmb9IZBYfE+Q02LKcT6mF7TZCXtoqS6tkypXYUXNra2ON4mREvUOzyGfWDZc7XRIw7A5b3KmTXDqe5fYtV7TJ4b9uRM0Jg+x1kRGkwYh7TBYBxkvov0LAcr4ivbJ0zGTsznbTWPgMH457fdFeOtgo6ots6wgDgzt2C/YLwoGpRQYodhKE0KjeRpPiQLDeLHk3vFoHWQM2wmDNOHWbp9Pb+x5seUzZ8YsK/h3v7vD//m3v/MXyht0LBRi1eGYtVB2ddJp5a3JeknMVuqrEzsd/3P7wqPXiukm0bqh3jeJVXk+UoZeEJPVFWf5kkmZNfap54v6ValwdU9+0ci2oxYfdnd4upzy+8mxp9Hgs/AtEzAIE7aj8+ygQhA0gU7LhMyrktN8QWHrSwHN6uZzvu83Py6FrZlVGVUjhl8FHf2gTShNswBwzKqMcTEnlCub3JhQGrK6pKhLnA4xKJa1Fy5H0iCFoLQVp8WMzyaPyOuS99JdhIBQGgL5Zqd4ogN2k5TD5YzD5ZxEBz7YcI69pPNcJSKrK2ZlTlZXWOdf3wvjS05Sa3GgVKQmJNE+2JgU2Rs1BTyH4zyvc45eGNMyIQ/mY/ZGKV9MTvn3T+5ws93nVmfA97YOsM6x30obswJfa1rZBS6qkuNszmm24NenT/2C+yUjOGh1yG1Fbms/GudwVIBFoJGii1ZXUWoIKKQ0SBJQOzyfXTzn/Rt9Ha2u4buIv5tO4kIKVNMhfBVgrLufK4nWap2teRPE7YioFXLzk2t8+lffunRPKPOSqx/uc3j/hONHZ5w+PiObv8pQQjRBkPhK0ocwDohaIdc+OuDbP/2AzvCyu9jVD/a48e0rHN4/4ejhKfPJ87aOgibYUIqqqJo+JJ/xi3/zWzqDNlc+2OfTv/oWH/3ktjf/eMf9P4zUtHRCalp0TJtB3WUcDjnOz4hUSMe06Ac9ptWcWTXjNB+xrHMq9/UX1auFiONcBLyy3hRAIAMidR5g/DlqzrQsiPWY7+62+eHBewjxzVsov6jyvEobyRfQVi+KfV9F2fl0d5dPd3ff5VBxzgI1uALnvJ5FyE5D+1x9llXC5Lw7vLNznD0FZvh7VoS/H727c2DV9FQKR6wViWmx0269032Ar3ihITa6sW31eg37ijXUefXAzw8Wu6aDewZDxXE+IbclodSEKlhXWvba7UsVkDevJ714HJcpUd6cYVzMeZKdIoWkfUGjtWpCt5+mzdj9HKWEWs95b3odz6slp8UMLSTtZv2hhaZyFVldcmf+hM8mD7je2uFbnevEKsBc0Kwe52NOiikdk1C6CuEManV+XXKDenH15EXH7VmDnaQ55gedzis/i1vf1978XrZ6jaNh/AiB1r4H1Oh4ypN73mUsigN6w/Sb1WxoJWk3NKfZsqAdFXTicJ0AGM+XHI7nzJY5s6ygthajZCOwezuGpsM34Svr590WLkLgg5zQ6HW1oh2Fzc+Lv3vtxbpaETSVisBb4SZBQBIaQqP/6JPMIIz5zmCfL6enfDE5RktJP0y4knTX+orKWsblklG+pB8m7MQpphGbr7AV+8rGUTbjzuysWSQLImV4v7NFL3ieGhUrwwcdb5t7ks35rycPfS8MIeiaCCMVlauZlwVnxZJQKnbilEQHb9QJ+ySf8sXsKUYqYhUwLheMihkfpAfEOuSsmDEq5mR1QVaXLOoc6yy32rvsxX0KW7GoC47yCYu6YFnnGKm51dqhF7R8DstZSlutHWFeNAG+Cp5G1eYkW3C4nBE2/TccntqWPhNsiGd+vgorc5Gvyiu1sHbSuPhqJSRI+Ki7TXBTNQL/CYuyYFGV/OrkCb89e8q3+7t83N/lervHfpKeL7ecI1GGT4d7vN8d0gviS45VF5GakCutzrrJpHNLanvc9M64gZQDhIx5PlgQL/n9WQje9cT+rhCnEYO9Hkn6Ylqh0oogMuC8tW5df32h68sQJSGD3R7tXvJCWpMfS4AQPhCyL7EnFFJQlRWf/Zc/cHY05s6vH+Cs4/b3b/LpX37EzrUhUn4zVuZKyHUVAUDgs39aaAIZXPi7nyBX1Yh3wcmOVcRBtMO8mnOYHTMqJvzb4//IIOgxDPrefSoc0jYtEhX/2VU1AOr6jLz4NVrtouTwjxJsWBxZXeJwRNJQ2JrjfArAVujngovIbcm0zHzVXEdo8c1UCF4K54MN3BIvTGqd31rcHGuPECiE2sIHFQLnptTVXYQIEOyA7D1H9/z6KHH1Ec4tkWoLhDfPeNeorCUrK+aNZsM0iVYlxSvXh6WrWVY5j7ITxsWcYdihH7Rp65ja1YzLGdNqSWriNbVQCUmsAnRTOSpsxbzOAEcgDUb43lK180Y4SkgCaTzVy1Y+896sYwSCeZ0xK5frQcYqJJCacTnnMBvR1jFtE+FNwwSRDDBSUzX7fbQ8YV5lDMIOfdOmrSNC9WbXyLhc8Pn0AQLBVthtHh2UUITSJ0q8ruRChVQob37sLJWr14lE9Yxu1zXXUGHLdeKkpaI1u6N2lnntE5G6YXYEUq8rI/74lQgEgTKo15w3mc2ZVxmhDGjp+I3OMt+TbcysXDIIO7RVCx1ooiQgSSPill8HVSu981ucum8dbBil6MQRi6JgsshIAkOvFa+ngdPZkruHZ4wXGfOsIE1C+q0YIZ6JeBttg7WOvKy8rViTgZTrCLlpYFRbz5uVrJ9fTUSyyVwaJWlHIcM0YStNfLWiqV74ykVCv5XQa/kOmJcZf3AxRPtTZLN6Qcyn/X2WVclno0MQgv2kQ20te4mPIHNb8XTpG7i91xnSCxKkulwRGoYtREfwHw7v8mgxoW28/WzbhFxr9ei+QIcRax+IzMuCf/3kDxxls6ahn2Yv7hArTW4rTvMFj+YTOkFEokNCpZFvMImMihm/nz6mGyRsRx0eL0+5Nz+mG7S41triKJ9wf3GMxIvXnmYjFnVO28QMwjaVq8nqkgfLU55mZ+R1RcfE7EY9hsJndq1zVM5XTjx383WX4vPHYDtqo8Uxx8s5RkjSIKSlA/aT9Dmh/vo8bDLmXlh6OSg+zwZ67dGqsaMUl7g0F+pWl7G6XvxN7EX2hgIpFLe7Q253hxwt5xxlM3518oRfnvpA4w+TE06yBYuyJJSK/abPxqrMnGjDp4M9/umV29xo99d6k2chYP15JQJr59T2BFyN1teRsocU8ZrPfPmVr/4mhHj1Ni/T8/yxrtOotQo2ouefFMJXSULjbRiLEvsNBhtBHNDb6dDqJMgX8JOVlj7wQbw28Cnyki9/eY/7f/+I8eGUuB1x5f09Pv6L9zGReeH7vwtIJFrqZrFyLr7WUmOkOc9GNv/cC66tN8fl18QqwkSesvUgfMyX83v8YvQbYh2zG21zM7lKaUt23RYqVATSIPlqNDJ/3tY46gvjuJylPKcU1jgszQoKgeb82rFNFdGjtkfk5e9wriQ03/HNMS/sw7shKVaEGdvYassLx/P57Op5/Xp1/C0ra0tB6SqmpW9WKgJBVhc8Wp754EMZTHO/XVVHl3XJST4jVgGxCpBOrCtIa4rLet+ritP5MVrRbl50PH365eKY3YX/Xx3LDNwcZ+cgFIJ6XdFwboqtvgQMSgQgm+Nlp9j6AUKEzbwmEVLjCC58T6IZw8Uqm9/28lguJk5W20twGbZ+6CsoQiBF2Ly+2d87uqetBeKlN87pxX7d8yqakqfXVsyrjLvzpzxcHnOrtYcQfpFdW8ukWnCWTxkEKVr4ACJsEgeySShndc64mGHxVOmWipAiorAV03JBKA3G+ATmos7RQhEqsz4/5+WS43y8toIfBCkd02JaLTguxvTLNp0y8Y5YQvixSEXpaqblki/nTzjOx9xq7SET3wz5dcHGao6ZlgvuzJ/inGNZ5Ugh6AdtH2QoiRF6fV5WtsY24tBVj7HCVuS2xDp7SbPqcM3nzZhVS0pbIRCYUBFKzz7JbcmkXJDVBYE0JDok1TGiCW4KWzKp5igkHdECqVmxTVYVjIv09mWdc1KM6Zo2iY6wbsWMcZe2Pz8GULqK43zMcT7CSE2qW+gmmZa0fLAhhfDWt8691fn61sFGGgfc3Olz/3jEl4dnHI3nPBl5qpRRiqKq1uKk8TLznSKb/hWryQMB7cg7Oh2OZ/yHz+6x3W0xTFtrRypoKFFSXqpYpLF/Pn3m91YUkoSa0EiiQBIFylO9wpgo0ESBJDA1lpzS+puGFMo3RnM1tatQQvubz58AqYl4Lx1SNM2LRsWSX54+4tdnT7yzU5OpX7k69MMEcM9lHiOl6QYR/TCmF0SM8yWf2yP+Yuc673e36AXPL5hCqbja6mGdZVmX3JudcX8+4uF87MXWzc1/9fP9zhZlt37jrN8qo981CbdaO6w6qYfSUNT+AjvJJ/4mJH0WJBUxWiqcg0SFWOPIa58t6wUttsMusfILk1gFtHRIrAJC6elZHR2/VTYtkIo0CH0Vx1pO8wV3Jmd82NvidjJkUZUsqqb5j4BIGbpBtB7Doiw4yRae/sVlfURpLdMyY14VxNp/P0bKxo7Qcz5XfvIXl0alrVnWFfPG6/t1i62WCZCijdra56DV4Ua7x2ejI0ZFxn8+esB7nQFwrtNpmYCWCckb6t5Bq/NS9zPg0o1MyBjNFTyvN/Sc6HfdkO8SLi5T4I9ZAVFKoAP9zgTSXwdSCrTRSK2+8iFwzrGcZcxGC7pbKb2tDstpRr7M+fKX9+gMU25+cpXtq1+l/dfXw7v6br2ltadrXhTxefMKxU405Ef973ItucJxccqsmrGoMp5kRzxeHrIf73KrdY39eJe9aPsr8q5LyuoBVf2ksYUuESJCYIAKISK0uooQirK6553bXImUbYy6hpR9hAix9pSi+gLncoQIqeqHOJezaopZVvcp67vrvym5g1Z7FC4it2FTSV7Q1j5JlNmSvKGiOudIdEAkDaWrAcEwbBMpw0k+Y17lhFJT2Io78yMqW3Or7e/ho2JObitw0A0SkiawCJVhUi7XdJJtl7IsS47yCXldUbuaSBkSFa6z2cu6YF7nzRwj2Q5TtqNnaSK1X6jXRwjZBhHi3AJcCcIgiPzfsdjqPs6e+UBD9nBuGyEKH1BUd6nLX+CwOHeGVHsI0W8oVBXOLqnLJULcoRYGKYcIuYuQKUK0sfVD6vouuMZpSR0g1T7OzcDOEbIDa9qWxFZ3sfYIKf39t65+g60eIN0Iqa4jZN+7+Mke8PX7DAHr7tOtIKCz1mxU1PZVmg0flNb4ikPZaKS8buH8VZWrmVYLSlczKmYkKuSD9Aq5DTnJx2tmQm5LFlVOL2hzI9lhVmXcWzylH3SIdci0XPBweUxLRwyCDlldMKuW5M35eVZOOStmfKtzjX6Q+kDZwbzKOcrGjMoZha34sH2VIDFrmvbFsb8pFd46S+n8azo6YVFnTKoF8ypr9F2vh0AwK5c8Wh4TSEVbx0QqQArBuJwzLuecFTNm1ZJYBbR17CnuruIkHzMq5+R1ybLOWdQ5iQq51d6nYxIKW3CaT3iwPCSQmmvJHpEMGj1sSVYXGKmIVEgoAwJpmJRzTvMxRihc0CO3RRPsLJhVSxIVEqtoHbL7JqVLTooxyzqndL56UZYVRV4hlTccidohURKg9NvNh28dbCRhwJWhZrLMmGU5y7xkvMiIAuNP7siLkpSSvmNv7RvsrTp3G+XjvTQO2e2ljBcZJ9NjyrpGN50kGwMdpJCkcchOt82wnZxXLdIWW53mZ9pi0E7otWKMhspl1K6gpkKiMDLCuprSZjhKCnueSVFCo2VAbUtKlxHKFpEy6yTU20RtUnj72W4QkeiAQPoswjor27zVytXI4YiVQUuJhGbhFzRZb/jl6WN+cfqIw+WMSZmjhCBUmp2ozV7coajrJot0IVPWbCOFYCdKudbqcZIvmJQ5qYm4mQ7omOi5THGgNHtJSqQ1tXOESjX9Os6YFr6jdqg0/SBmrxEe+6j2/KNpIYi114S0V59jDb9QbJuIK/GQZVVwms8ImkksqwvmVY5VPvuvhCRSGtM0SFqJxf2FVRFJQ8fEaKGR+MyFF5sbr+VoJjz5ioXzs1gtvkOlQDgmRUZeV9zuDthrpRwtZ+tgQ+D95dsmJA1CEm2YN/04VoHe6gIubMWsypmUOXld0tYBgzAmkH7soVIoIcjrimVdrm+YOFhWJcfZgnHhGzQ+y2RdUav8d+8DpihM6IeJp8yFMZ0g4l8+/D2/PHvKSb5YnzNGKrpBRC+MWVYVTxdTbqZ9rHPrG/QqC7Lah77AbxZEKHlun7z6q7t0Y37++llRuM5zmxc97V90vbnzf8536gWQQiPdixeA4uKJeaFocs5IfrsMuZASbdSfRbAhpBd2P9vH423gHBRZQTbPSNKYnetbLGcZZ0/H3P/8CTowtLoJ3a0Oyny9fb0YYv3v8l9Xz73m1et7i3uuILjK2lmaBndcDuCFECgUg6DPIOhzo1owKic8WD7my9k97iwecHf+gJPijGWdNQvf4XO9hM7He2nnXMz+OFdS1g8oyt9g7RxHiRTe9tm5DNksSIWIKKovKKu7OLdAyQEYh9YVUrSp6sfk5a9xdoGQKc7593KUWDvzzxd/h3NLHA6jb+CoWNo+s7rHk+WYR8sz+kGLXpAwrTJmVQ5NZjLVPmmS174JbCA1AjjOp4yKOR0Te7767IjcVqQ6JtYB0ypjXvn5YVZlpDqiE8T0TIt5lTMqFutEyqzKuL84YVn5JrSJCmgbb+0ukYyrBWfFHNWYg4RSvyTYeIytfo+QWwjZxtkznF364yhTJAeAwNYPPFVKpEg0qApchXMzrD2kboI3nxkukKoCtwBX49wMZ49ZVVGc3EWqBUJtI+UWtr5PXf6K8wpL7hfC9hRrx0i938w9vmJh6/vU1eegb4OIqau72OpznLDgaqTKcUgQCe+iqSk02lkUSeDtcbWUZGX10oaOF+EaSlDt7NpA4eJ87qsXJXld8XB5TKxC9uIBpa25vzgityVd02JR5zxanrCsC4ZBylkx4+78kMpZbrR2mNcZT7JTekGbWIWMyzlH2XiddT/KxzxannAl3rrQHNhn+GfVkifLM6bVgu2wy47trSshqyqob2x4mcr0MlSuZl55XVisAjJbMCnnzKrlOih/FVYV/0WdcZyPGQQpuS0wUmOdY1IueLI8Y1zOyesCEXbWupPSVhzmI55mIySCzBYcZWMSHTIIOwRSsagzToox9+aPva5Ntyh0xLLOWFQ5izojkgHdoE1LxTjlWFQZ43JGx7QAx7LOOc5HnBYTzpqKR8e012uVVRAyrxZN/7UKZx1FVpItChxgQk0Yakz49pXvtw42hBBoJbky6PJXH9+iqmtU45CglcRo//uVouT23gAlvY3s6lzd7niaxm4vJdCarCwpqnotyr7oRtWJQ/7Zp7f5cH+LODDNQ69/j5rfI2MwWlK4Kaf5A3I7a9wEEmLVJa/njErf7CWQsQ8+XI5EYmRAaXNyu2ArvM5OdBstDOItM1mpCfmn++/zSX+Pg6TDTtSmrYP1hbPCQdLhf775KXldc63dYztqXRIVd4OID7s7DMMWn/T3WFQlpfU6BCW8g0NLB1xpdQml5kVlUSUE3xse0AlCsqYL9PvdbXpBRKDUpcXWxbHFynAj7dM2Ie93tpiUOUXTNHDlmLXq5zEIkzWdzfd0aPHT7esMw4T9pEMviF/hmX2RSuDLlNeTbeZVxqL2pUuDr3BoITnJZ5wVMzom4XqyhXWWo3zCVtihG8TrhYB1MKty7swPqWzNXtynpd/OYrZlAnbjlKeLKcfZAodgN05ZVCVeOHg+biMVN9I+nw52GRcZ//HpvSZQMoRKUVrLnekpvzl7ylm+pKUDrrZ7XG/3aWlDoDTDMGFSZNybjWgZ/71qqcDBvdmIX50+5rdnh+R1/dzybFxkHGVzH+xJSUuHazcp6xyn2YLHiymVs3SCiOBCN/pAevrVSbbgKJvz8+NHdJveKr0wJlKG0tbMq4LTbIEUkv0kJV11hW8WdNbVOFc31A9f7rWubm6+F6kHq4mgpLIlWgYYGWJd1XRuVhfoKuefsnYltSubz1SzrCfUtqSlB0Qqbc7/i+fTxXNuRXM738ZZh3sDo4l/yBACTGDo9Nu8//2bfO+vv831j6/w6A9Puffbh/z9z7+gu52ijWL35jbdZ0Tof0qs7oNa+PtYRXUp82ix5LZgWS+pXPkCsellBNLQNd7yumc67EZb7IfbnBYjvpzfZRj0+bjzAXCZu7/q5XMe9qyoCRcZ8RZnZ1g7Q6ltpExxdoF1c1aGCEIEKDkkNB+hRIfKHoGrqOwhtpw12XGLUVcROkKKLlV9n7o+obYnFOXvsC5HiMgHMjLGuYws/89kfEiBt+5dVTQeL0dk1ldKryUDdqIOR/mU43yGlopIGkbFnGVdsKwKpBC0dURbRwzDlNxWDMJ2kwBSCB1yq7WNlorjfIosJdthh1BqPAXUH/vSVkzLjLYOuZoMmVcZx/l0fR8tbf2cC+HzcOAynB374+emPsByBbgpUIDa95UCfRPqCOcmjUi8AhEg5QAndxByCykU2nwPqa4hZIqtn4B4gqCNkNu+kiE7OHtGXX+BsE+wsgcYtPkONIGirZ9SFT8DoQCNc32cK0FYBNIHh3YCIkTKXaTcBjVD609Q5mMQbYRsrwXs7wJVQ6FSUjJoJSzLkmnTpf1lmg2BIJSGloqIVUiiQrqmRc+0GxaCz/wHSrMb9QmVWVcDwNN25tUSJRVbYYeqCVgCqdfZeos933ejZVxdnqE0dE2Lk2LCSTHBOssgSEl0uK6ueNpUh6vJFrWz6FyhhKJ0FUYYWroZuw7pmRZd4ylQr8MqMHqanTGpFkzLBZNqwaz0lCfbBF4vgxdTey1KrEI/hzewOGbVkkk5p2MS0niLjolpm4RYheR1wbRcclZMCZumo4HSxCr0lT4kqW6RBTn9oEOkAnpNpWdcThECBoEPXjrNd6WFxpT6Ej1xXM64u3gMzmGkJrcFJ8V4HUgNwy570ZD7i6ecFRNwgqqsGR1NOXx4xvRsTr4syAJNvizeWpv41sHGim++3fW9J6xzWOsuuEA1PNEm67rux/DMoniQJvTbcdMrwKGkeG5xmoSGH793hR+9d+WNymGLImdcPmVZjzEypJQpzjnm1RnH2R1fXdF9aleS1TO8LWlAZXPyekEkW2yFN3BCn08izzSQWnPdEJcmsUhpfrB1AJwv4CtbUdpyvZCSCAZhwl/u3sTis9cratRqwoy14arucCVJcc3xlqw8yM85thd5t+65jDLc7gy5nQ7WY/aN3/xkWK2tH0ELhcJP3EZK9uIOe3Hn0r5WB+NlOcdAad/TYbDPp4PnPf2N1F6kJfW6UhGrYD2p9IM2gdQ8Xp5R5hVG6HVJ3gjFss6ZVRn9oEXXJDxenlLYktJVPvuCF5dFyjCvMkbFgkSFDMMUeLtgI9HeAndULJnPC5QQDKOEp8vppe1WC/yb7T5ng31+c/aUz0ZHbMdtWtr3PMnrml+dPeHz0RG1s+wkKVfbPd+FW/rqzV7S8aL0bMaXk1Nupn3yukIAf5j4QOXRfOK/q2euj2mZ83A29mIzB52GOgf+Jv5oPuFw6Z01vAXu+bEwUnEz7TMvC/7Noy+4Nz3j8/EJsTbsJiktHZDXvqv908WUSGnfy8UESOFniNpWlC6jtN7qVQndZMUqpNBo4bUDDtcEEpKiXpLbGcZFWBJqW1G7sqEwakRzrawqIKXN189bLPPqjLxe+O1WDxRCyIZrfh5YeA65p2IqLbG1JV8WFMuCqqioyvo8Ed1ob8Qb3GfeGdyFH3/U+EdgAk3Sibn6wT6f/uVHHNzeY/vqQ44enPL47+7y5S/vETUdzZM0Rr2kB8kfGwLhJ1LpHWKWdba+D6x5zeWUUTmhsOVzgYbP2NbrBZdAkKiYRMXshFt0dJtYxvxi/Bs+m/6Bs9bohVlNKUST8T3nb/tMpsFwLmqv3QLrFgSyh9ZXqKpHuHrpLcBdDW4VcGyDVojaUNkTbH1GzRFCGJQcovU1tNxByR6ejqWo7Yii/hJBhBABUnRQskdZ3aGs7pHTZyFyrHOEUjMul153geeTd0zMtWTIWbFgXC7oBy2UlIzKBbbw11+sAlITIYVcVzhaJkThAz6jNftxD4fj4eKMlW5DCkFlveV5aWtyW7Gsc4Zhm2vJgAeLU76YHQFe87GaW7TwAc/FxdoluLLRYtQ4FkCF12hU54wE2UGw57+FaopzGc7VSGE83UoOkLIHooXSHyL1FUD6yhEKRAuhdpFqH6EOqIufY+v/7N9bpCjzMVJ/jJRdECm2/r+py98i1AApt8Dl63F5ncYS3BxBgJADhOwj3BSpb6HMh36bd0xBrZ3XbCgpSKOQ2loWRflqox0hMEKvmQFB4+ZonklqaqEZBCmpiRkVM/LaV/xLV1G6GoUiVn6uSbW3jy9tTe1qFF7XsaxzlnXeiKX9WiSQmraJOcxHHOdjWjqia1rEMlgnogSCjknYjwbrKoESkspaYiOJXNC4UJq1OP1NGA5ZXXCYn3HaBDn+GJ5TlCLViNBdTWWrtTYjdIYI42erplK4MkPK65JI1Wjn7fvzumQrNAzClFiFRMqghWKJayx386avisJITdSwM5RURDIg1S3aOiZUAYmK/PG2FUoouqZN17Rp6wQp5JoBUDWUssrVzKoFx/mZb1hqWlSuoqqLtXvXXjRkOxxwWkwYFzMEUNeO5TxnOlqQL0qqoibPCvKseGtt4lsHG89C4Et2z07PvlzNpbLyC18vBEryUuHSq+w4n4UUylcuqAlkhEAyr0Ys6wngUCJsKhtBM3aBEoZQtkh0n5YeoIR5Jju6Kis6SldS2wotNaoRR/mI14+wtBUWSyADnHOMyhGFreiYNrGKCaShtBXjcsKy9lzAQAZ0TBvTWMCuHBpqV1O5ilCGtFTis3iuWpc1/fO1965uxlI7i8JzXv0JVq0Fu9NyRmYzUt0mlCHTakZpKwZBl0QnPkPNeV+PylYgBIE0X9snei/q8aPBbfpBG+/y4AVdrSYDEamAjol95aLaWpc/B40wayfq0jEJSvhF6FboA7FB0F7fTFId8+3uNZZV4d+7ed+3RcsE7CUp4zxjVuSkJmyobs+fhVpIbqR9L0YX8LvRIZ+Pj/n9+BhoDA4aCtqPtq9yuzP0/Uukf7duEPG9rX20lPz8+CFPlzP+97u/I1Qa3VDi2ibkWrtLVld0mz4sK1SNxubO9JS70xG1s+sFlEBQ2JrKWW6mA26k3g53PXbpAxCBYFmVdEYRR9mM/+vB5/6absrCSvhurzfTPh80QZBAULuS3M6ZlseMikdYarQMUUI3FcOYUCZUriCv57R0n47ZpXQZs+qMcwrCKkusmnM7QAlD7Sqsq9aBStsMMSJCCYOlYladkNczlDAYGZHoHqFs4c5jY3yySWJCTaubMDme8ugPh3SGKd2dLlXlq0VSCZRSmFBjGienbwzOXaiuNOI+14j2/kQFFyklaS9h/9YO3/0n3yJqhZw+PuNv/+WvCZOIIPKi9FUTxD8lvO1lQlu3GBVT7s4fMjD9dbO/aTXjD7M7fD79glk1XzvkrJDVOaNyQulKFKqZuL2zjnOeSnBanpHbglhFBC+5hxhpaOmEQAaAYFxOeLB4zCDo0TUdaiqqOm/6GmgEqnloEBqEwLklZX0P66ZYO/O0nkYc7oRoghHPpBcY75IkAoTQ+EVshXMlvkeNaR4ara8gZZeTvM+T5YRzobj1cx7eQOPiIkwJyTBo0wsSfj1+yHE+4+POAVeSPi0dsahy7zJU5UyKJUYpT6toXITqdQWjZlIuOSvmnOS+J8NxPmFeeSbBykj14n4Dqb0LYeUXdW0TvdyyXCh8lWlF/qD5fUVbetNF+ysucqG9s56IEMI0+wR/z/JVVu9SpS/sr26G04zLrYTsFx+XCH1vOM6vBiMliQnQMqO2lk4c0W/F9JM3dyXKbcmj5QlSSPaiwQu2uvxOoTQMww5FXXFn/pSsLjgrJvSDlIN4iBSSWbUkqwt+Pb7LWTHlSXZKoExDgVqZofiFedQEGau/r5vkNf99Fek2qwseLv08vBcP6JpX94Apbc2sXBKpgA/Sq5TW6ygiFXCUj8lsSVtHnBYTDjO/rrPOcjXeJkoCymbMJ/mEp/kZKwr1defYjXp0TUIe9TgrZzzNRrS0rxodJENCGbAVdsltyazKKGzZJKelbwMgDbpZ++SNk9Wkmq9F6UZqnzQWnuZcWq/7GJdTTosJiY45bSoYPeMrIqWtiFVIbELm1bLZfkY9f8RZMaHGByAmUAz3uggheHTnmNHxhLp2lEX1Jwg2XhIMvEmGcP3aVwQabwMlNLFKUcIQyJDKlWS1L9VGKiVQCbHyWfvAers7KRRKGJTQJLqPFOY5R53SVhS2pLA5pS0JVYiRhqz2/x+pEC00i2pB4SoiFWKd5aQ4o7BFY/UYoJ2mtCWjcsysmiOQJCrGSP/3wpbeTg3nI1JXEskI1wQSuc3R0hDKAIfP0DVeLk0WrSZSIYEwLOslyzojbMY2raZMyunaNWJSTljUmbdQE4rMZtSuxjQXuBfMq/Xj62AQpgzCcypGN2jRDS5f/M45hsHKlhVWNxPRuEG8DokOuaG3165PwCtteZXwXTVTE7ITt+kEUZPti7je7lNbixKCnbi9ppC1TUgvrHwVRfseH7tJShpELKqCwtZ8Njri3nREaX0guJu02UtSvjfc5+P+Dt0gXgenbRPyQdc3sTvNF3w2OuLBbExhK4xU3EoH3OoMfLNHKdlPOrSDsHFT88GAlpJFVfJoPmFa5izKYu3ksh232E1SPuhu8aPtq/QvOJFpKRlGLWJlKGxFoBS/PH3C/ckpszKnqGtCpekGIbtJ2jhpnV+TdXNtTctDTop71K4kkC0CGWFkSCBb1MoHGvNqBELQNlsUdsm8OvO6Klf65YfQvjKBREsfbDhWDSAdShgi1SHQTdBtS6ybkjP3pX/VIpAxobx8Tq2cwqJWyPaVAUVWcvL4jPufPaIzbNMZpkgpiVohSRrT7nubP16WVf0KWFdTsoIiKynziqqoOH54Sr4oqMqK6emM40enBLFhMV0ilSRMAlppvG48+E1CKkmcxgyV5KMf30Yqyb//Fz/j/meP2L25TbubeJer0CDUu++78VZjFZKe6TIM+pwWY55khzzKnmKkQQiYlFMeLB7xNDumchWRii4lsgpbclqMmNcL35hKBrRNsk6oPM2POSlGTVJjQEe3X5gIM9KQ6Ji2bpGaNvNqwZfzeyzqJVmdU1Hj3JSwzgnFKnMtm4Wrpxc6V1DVh9R2jLW+cqrUgIuuRgKf/HIuw7o5wgWcN6rTPlsupNczCR98KNlFq31EaZvGYt5CM1bBmo6iG12EEIKwqTz3ghap8fey43xCoK43tp+CvC49rVVKn+RykqTJgPv5QZBon2SrnK9mIM75/eBNUGIdrKvbLR2e9x5wK+cr99L1gIcG0VRoBawDjDUdxzbVD19NcG6JwHj6lcv96xGsaHFenzEFEQBVU/1XTaARXti+2ZeIAIezC5CCdQVjvX2IcwXOjnxQSeD3e1G72TQLdC7D2gmCoNm/fm7t8VXhm/oJIuMbuK2at/Xi6PXrMrydbKwCclsyKmYMgpSwoQhZ5zBSoZrtBL63mpGa7bDHuJhzVky92Lsu130xQhmwrPN1Y7yVHkI0Sa28WSQ7d253u2J9rObE1CQE0iCaRGisozVDYuVqt6rM+AW0t+99HXxFQtExMe+19hFCcJJPmDULcVllvldJIzwvGueoZZA3CWJf2VyxDPJGV5Jbr3VIdYKLYDpbcJyPWdQhlasZhCktHTMMO1gcT7MzZuUSIxWJjjy7Q+r1Z1tRwqqGWh8268GgSYD7RKC3yK0aty7rbCMg12yH/WYt65PgXdMmkAGmmmOdZVyuXMQijNIoregM2kgpGZ3MmJzNqKuaMq9e2bPlRfjmZ7I/IoyM6QcH1PhSnhcJFussqRQa0/AibWNdt1qs+5M3eWEGe1JNOSnO1jeM2EZoqXmaHTEtZ1xPrjIM+8zrJdNquv7CZ/V8XXVYoXa2qWo4dsM+kYqwznJcnnKYHSOFoGs6npLiLKN6zGF+xLLOWNYZsYpIdZtERUQqYlEvm8Bl5eIxZBD0WdYZo3LCthwSaR9wiIZTGMkQJTWuduR1xqmteZodMq8XtLX3l49URFsnxO6Pm8188zrWy17/8irZRSTGsCtSfrJzjWtpj524Tag0u0nKj6Tkg+4W0zLjeruPwHcRj7Rm2XRGXVnICrxY/P3uFv0w5gdbB0yLorGahFgHdIKQvSSlE/ieJSsoKYi118kEUvGj7assqnJdLeuYiGGUUDnLD7YOSHTAMEromBApPb3r23KX3Tjlh1tXfCXD2nVQECvT0KLaDKPEi9+fQaAU19o92ibkdnfIpMgpbd0I9QVGahJt6EdxE3j5b6iyBfPqlGU9wTmHFiGhSghkQiAjJMpfd9jG8c1S2iV5PWNZjxHINTXKuhyFz8ou6ynW1bR0n0ilzKtT8nrWJAlgUY3I7ZxUbxHIiEU9prALXwFpbrbPor/b5Xt//W1avYR7v33Il7+6z5M7hwRRgAk0B+/tcuu717n6wT6tTozS7y7YyJcFd37zgHu/fcDDz59w8uis4cFOePTFU/Jlwd/+q19z9zcPaPdatLoxcZrw3nev88O/+ZThfv+djeV1MIFm+8qAuqo5ezLmi1/c5f5nj1hOM5SRhElIkkbI8F33HniLMUrD1eQAB/z99A88zp7yi9Fv+N30cy8uFppYRexEWxS2JFRBQ+fzsFhKW3KUnfAke8qyzi6lN3y2sKYf9PiwfYtbrWuoF3SeVkIRyIDryQHf731CVmf83eg3DX3Du8G0tePD6JAbr7yFSnDOVzYo8ItXBa5EijZGHeCoyMvfISqFkv3GtapGqx1C8xG1G1FWX2LtCCu7KDdAyQHbwYC4N2wCebG2wAV/j+w11eIrSZ+uiTFKs6gLUhNxEPdp66i53r3m46N0n8LWdIIYJSSp9pXWVdDwfroLzid+uiahaxICqegFCdY5tkPPvzdCMQxTPulKHi7PeLA4IVEhV1sDCltxd3ZEKDU7zwnEBULE3u1pRVUSvrePY4rvGD7D2iPq8vfY+g62fuR1FdU2CI2UOyBChBzg3Iiq/AWyfoxQ+z5AuGRp+8w3JbeQ+kNwGVXx/wIGIUKcy1H6Qz8u0cLVT6nKzxFqiBAtbH0MwrCqvgjRRYgEW32BsyNP15I7SNkHkbzqZHljrObAYcvf943y2tlQv37JF0jNrfYeW2F3bUvbbtwd328fUNqarmmjheJask2NJWmC+paO6Js2e/GAqsn+t3RMS8c4Z9Fih52oR1aX654U3aBFz7S4Vx5yb3FIqhP+u61vM2kcnLwl7JytsEs/SBkGHZ/Ii/p0TEKsoqbPh0IqwfvtA/aigafkNda7r0PftPlO71ZDX/IB8TDs0DGJp38JtaaUXTwuHZ00NDNfofu4c529aOCDAGXomJYPmkxM0FDTric769d3TYtAaHpBm0gFDIJ03Xsklt6xajWndXSLj9IbAKTa943pmBZKKm/p3cx/gdSkOuFW+4B+0CFp6GjVBdaMdZZQBoQqoGNa6yCKhmbvHI0upIn9hU8I1JWlqmqKrPzmNRt/zjAyxMiLHP1nI68XL0Kf5fU+u2DJ65xJOfEZc+codIEWiqfZEaNy3JTOU+b1grNivObrrjJrFnthX36ys841FRLNuJxwlo94tHxCpEIiFRFKGpePGaNywqJakNmcRMXkdc4g6BOqkFk150l2uJ5oExXTNV0Wdca4nNA1He9/jaN2VaMDkc3ir1w7DzzJDplUM3ompR/0GAoJJC88Ht8E3hVP/k1pd6HS3mErjPmgt7X+e6DiSxWAFfqNy9OLYITioNXhoPX6DMpFKCFRSrITt9mJX1+9eRadIKITRFxr9976tStoqdiO22y/5f495c8LuxPdQYmQWHcIZYKRYbNoK0GydoVzDXVK4l3gVmYN1lXnFY16jqXGyJhEdSjqBRV5Y0/tM6Qr6pSRMbL2ov1VsP0ipIM2H/7oPaRSZPOcx1885eTRGSAIQkPUitibZZRFdYnK1OrE7N7YZrDfoztMCZPn9T+rykl3K2X7yoBWJ7nU/K+uLbOzGYf3T7j724c8uXNEXdU4a2n3Etq9hKooOXxwwvGjU6IkIh20Sfstiqxcv0/cCtm+MgTBmtL0IjeQIA7oDNtsHfTJFznt3vk5K4TvQJ4OWmxdGYCApHM+VqWVr/YoyezH3rns859/weR4wnKWURVvn826CN0EAh3TZhj0m6Z5F/+eshUOiJvFgZGaWMV0TadxifHN4XbCIUZq5vWcZb3krBxzWpyhpaZrOuxEW+yoqNEBSbomJZDeIU860WQHHfNqyVkxIrMFrtEXtnWLrumwF23zced9+kHvhWJl1SzgD+I9amf5fPYlX87uMamm1M6SqJhBEFKEBiVTpGzj+ze0ULJL06qz0WAIpJvinMRnt/0iVskBWl/D2hFldRdrc0+dokapAUZfxZhbiOoBFQ/8wBrtihCSbtBiqLbwuqmVhun5u+MwTOmZFqNyzqLKGYRtUhOttRoAodQcJJ5Kc15xvlxJjJ9p7LcbdV96LnRkvNaAPF56Wsl2mHKczxiXi3VjtMuQXrStdsAugAIhUrwoO1hvg8sbZ6nlmnLjXIazC5ysvZhe7WFri7MTLAIp2s1xa8TarPpfgBCxDzTUVZR5n7r8wvfpEAIhDFLuIfSNdSWktsdYO/KFD5EjRACiBSJGoJFqiHNTL3S3T3EiaT7H280fr8Kqj1knCulEb6db1FKxFw3YDVcsAddo4gT78WU77G3Ve+71rglq15TeC+ec7/fgGqH4uaV/M2qWdc522ONass3jpWRR54BvNtg36SVGRD9I6fOseYViPx76MVwY++vQNjFtc3nefxGVLzUJB88cAwCNIsQL1K8m2889b9ANXTxpqJHnmlghBG0Z01IRg+D886xN3pvjE+uQK3rn8vMvyPtoodFSE+uI3ej5sV7us9EYp7xkDbzWoWhFnAS0OhFlURP+Maxv/1tEKANS1easHDEpZyxthhbKU6SQ581ayjmzak6ogqa64cVEFwWGK4Hj0i45zk8AmFcLptUMcAQyoKWS5u/TpmlOSBD4s0oK3223pWMGQZ9ZU/5acRVzW5DVS+bVnEk5ZVpNicuIaTllXE7plVMUshFRjils4TPVrkIL38U3lAEdk9LRKeadd1Dd4B8CItViK7pB1+41VUOFEoHXbDT8d+9jb72eQwQYGaHDkLYeNJOXbrbxNoUSSeUqrKsJVYKREUGj+whlCy19kFHYBVVDw4p1pwk8Xp69CqKA/m6Xj37yHttXByymS8q8BHxD0Ha/RX+3S9pvocx5VeP2924QtSOiOCDpJPS2n3dlkkpycHuPVrfFt35ym6qsObi9u34+jANufnKN3k6Xb//0A5bTzC/YnxVoNJQvpX2DwP5ul+7W+f6ufLDP3/wvf4UQkHQSusP0hRSrnWtbBFHA+9+/yXyyvDQWISU717eI2hHXPtwnWxRc/fB5Q4cwDrj+rQO6Wykf/fg9hIC9W7u0ugnafPWqT8e0UeIKw3DA++2bDIJeIzxuo6WiH3T5oH2LnWgLga/wGhkwCHrkNmc33Goyd4ae6fBJ5yOuxQfktlhTSlcaOCUUt1rXEQg6ur3WVyihOYj36OiUm61rzWvt2gbWdzE3dExKz3QIVfjKZEs/6BJIw1Y44NPOR+tGeJ6mpNgyjsQolOgiZIySPZy7inUFfiHkz9vAvoejWtOifBY/RIoUp7b86xr3KqDpx5Gi5BBpknUPB4H2i2mZIEWLc4b7ayBYU1CuxoMmSEue3eSdYzvq8F1xbb3U2Yt7HCS9l1BnFULtoUQbXwHyWhYfTK2oZR0QCiVipPugqYBohOx54biIQBiU+QCpDoAcCHxVAodTV/x7yharPhlSXUdHf9MEIgOUiZBq32vCEHjL2hYrepwQMUp/6CsoIsBR+2W13AURItUNhOw3Y2vGLNOGovXnBSkE7pVXwEte94pXeIXN81sMgpSP0mtUzvKH2SNqZ9ci8WGQEqi3W4t81bH/MfCyUf2xRvs2+1FKkrRCrt7eZbjXxVqHNoru4O0SlMK9zkD4v3E455hWM6bljMP8mJPiFCMMSkiyOsfiuBLv0zUpj7OnjMsJcZNVy+qMQBquJlcYBv2Gs5jxKHvCvFqghMK6ugkQcrI6oxt0uZZcobYVp8XIi7wR6EYEZLHUtmY73GI/3uOL2R0+m/4eLX2QsBNusxUOeLx8ylF+wn68yzDo8zh7yqgYsx/vkuqUx9kTRsWYQPqSYVZ7R6FUtxmEPfajPTrmz8fycoM/N7xZ1fD17/Lmt59zl7eCSXVEXs/QMiSUidd0vCLg2GCDP1esOlv7a0q+IBO7ev48A3z55+p97IXt3q4btXWWeVVQ2GqtxXhZJeRdYmWyMq9yplVOqkNSEzeVym944bU+XuD1GG+6P3fh56pm1Hxnay9X6/8mXvxdse6G7pp9/+md3v7UWNY5iyrnKB/xNDtrLGwjdsIeO1HvTz28Db4mNsHGa+AFb1VjgZaR2WLd9XRVUWipBCO9KLuwZSPCFlSuRiJp6YRIhkjhhdyLeundnhBrIWzdWDIGMqDVCGHzJphZlbt8dwOfOYtURKJi7i0e8OX8LoNgwFY4JFYRkQpZVksymxOrlTDLjy1W0aWxrvoU1M6XrY0whCpYu2dtsMGL8acLNlZNOuumoiKFQosA+TWNDDbY4E+BtTAa4BnaSbPFS175bLBxcfH7doGCn+f8XOQdDuVbv8dXwYrSUVlL6XyvjVU/oG/cgvqZ4/72wcZFiAvvudrmGWu8d7Lvf7ioGnvcrC5Y1gVKKrTwNvlfxVlygz8vbIKNN8TLFkUvK0e9TgdysdnUi3pZvG4RttruMDviSXbITrjFbrzzyjG97Rg32GCDDTbYYIMNNtjg62Cj2fgT4l0s7jsmxUhD9AaOCxtssMEGG2ywwQYbbPDHxKayscEGG2ywwQYbbLDBBht8I9iokjbYYIMNNthggw022GCDbwSbYGODDTbYYIMNNthggw02+EawCTY22GCDDTbYYIMNNthgg28Em2Bjgw022GCDDTbYYIMNNvhGsAk2Nthggw022GCDDTbYYINvBJtgY4MNNthggw022GCDDTb4RrAJNjbYYIMNNthggw022GCDbwSbYGODDTbYYIMNNthggw02+EawCTY22GCDDTbYYIMNNthgg28E/x92aX1SiOIjRQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 1008x1296 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"fig.set_figwidth(14) # set width\n",
"fig.set_figheight(18) # set height\n",
"\n",
"# display the cloud\n",
"plt.imshow(alice_wc, interpolation='bilinear')\n",
"plt.axis('off')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Much better! However, **said** isn't really an informative word. So let's add it to our stopwords and re-generate the cloud.\n"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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