diff --git a/marin3.ipynb b/marin3.ipynb new file mode 100644 index 0000000..780c4cd --- /dev/null +++ b/marin3.ipynb @@ -0,0 +1,3816 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "159ffc569e1a3d9", + "metadata": {}, + "source": [ + "# ADA Project - DataBrewers" + ] + }, + { + "cell_type": "markdown", + "id": "ff7293ab2aff070f", + "metadata": {}, + "source": [ + "The aim of this project is to analyze beer preference shifts across seasons and events, with a focus on understanding consumer trends in taste, aroma, palate, and appearance. By examining variation in ratings for beer style and alcohol content among US users, and comparing different states with varying weather conditions, we seek to identify seasonal trends. To deepen our understanding, we will conduct sentiment analysis to capture the tone of reviews and references to seasons, weather, or events, and correlate these insights with ratings. Our findings will provide actionable insights for professionals (brewers, marketers, etc.) by highlighting customer preferences throughout the year. Understanding these seasonal trends enables brewers to adjust product offerings to align more closely with consumer demand. As a conclusion of to our research, we could suggest the best beer that would be the perfect match for each season/festivity, in the form of a time fresco. \n", + "\n", + "\n", + "## Data preprocessing" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5caa6b96d64bedbb", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:35:31.912228Z", + "start_time": "2024-11-15T14:35:31.894281Z" + } + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import tarfile\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib as mpl\n", + "import numpy as np\n", + "import seaborn as sns\n", + "import scipy.stats as stats\n", + "from statsmodels.stats.multicomp import pairwise_tukeyhsd\n", + "import re\n", + "import wordcloud\n", + "import nltk\n", + "from collections import Counter\n", + "from wordcloud import WordCloud\n", + "from nltk.corpus import stopwords\n", + "from nltk.tokenize import word_tokenize\n", + "from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer\n", + "from tqdm import tqdm\n", + "from concurrent.futures import ThreadPoolExecutor\n" + ] + }, + { + "cell_type": "markdown", + "id": "f8e8f3ad10e059f9", + "metadata": {}, + "source": [ + "### Loading" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "698623873e381a5f", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T16:34:50.116212Z", + "start_time": "2024-11-13T16:32:24.414310Z" + } + }, + "outputs": [], + "source": [ + "import sys\n", + "sys.path.append('src')\n", + "import src.data.dataloader as data\n", + "\n", + "\n", + "# Load the matched beer data\n", + "#ratings_merged, users_approx, users_merged, beers_merged, breweries_merged = data.load_matched_beer_data()\n", + "\n", + "# Load the BeerAdvocate data\n", + "beers_ba, reviews_ba, users_ba, breweries_ba, ratings_ba = data.load_beer_advocate_data(path = \"src/data/\")\n", + "\n", + "# Load the RateBeer data\n", + "#beers_rb, reviews_rb, users_rb, breweries_rb, ratings_rb = data.load_rate_beer_data()" + ] + }, + { + "cell_type": "markdown", + "id": "71f9a70225a5dee", + "metadata": {}, + "source": [ + "### Dataset comparaison and selection \n", + "In this following section, we compare the two datasets : BeerAdvocate and RateBeer by looking at the number of users, beers, ratings and reviews. " + ] + }, + { + "cell_type": "markdown", + "id": "8cb9dd8046285933", + "metadata": {}, + "source": [ + "**Number of users**" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "98ea6af7c0e4c27", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:42:49.527853Z", + "start_time": "2024-11-13T15:42:49.524225Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The BeerAdvocate dataset have 153704 users.\n" + ] + } + ], + "source": [ + "# We prompt the number of users in each dataset\n", + "#nb_users_rb = len(users_rb)\n", + "nb_users_ba = len(users_ba)\n", + "\n", + "#print(\"The RateBeer dataset have\", nb_users_rb, \"users.\")\n", + "print(\"The BeerAdvocate dataset have\", nb_users_ba, \"users.\")" + ] + }, + { + "cell_type": "markdown", + "id": "bfadbc8133767c13", + "metadata": {}, + "source": [ + "**Number of beers**" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "de5456c03bcbf017", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:42:51.948899Z", + "start_time": "2024-11-13T15:42:51.944749Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The BeerAdvocate dataset have 280823 beers.\n" + ] + } + ], + "source": [ + "# We prompt the number of beers in each dataset\n", + "#nb_beers_rb = len(beers_rb)\n", + "nb_beers_ba = len(beers_ba)\n", + "\n", + "#print(\"The RateBeer dataset have\", nb_beers_rb, \"beers.\")\n", + "print(\"The BeerAdvocate dataset have\", nb_beers_ba, \"beers.\")" + ] + }, + { + "cell_type": "markdown", + "id": "43ac4a5038c1e8ef", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "id": "9c428cf2a217c40f", + "metadata": {}, + "source": [ + "**Number of ratings**" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "12da3d860f2e8d3a", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:42:53.494451Z", + "start_time": "2024-11-13T15:42:53.486157Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The BeerAdvocate dataset have 8393032 ratings.\n" + ] + } + ], + "source": [ + "# We prompt the numbers of ratings in each dataset using the nbr_ratings column of the beers dataset and summing them\n", + "#nb_ratings_rb = beers_rb['nbr_ratings'].sum()\n", + "nb_ratings_ba = beers_ba['nbr_ratings'].sum()\n", + "\n", + "#print(\"The RateBeer dataset have\", nb_ratings_rb, \"ratings.\")\n", + "print(\"The BeerAdvocate dataset have\", nb_ratings_ba, \"ratings.\")" + ] + }, + { + "cell_type": "markdown", + "id": "92c9e2ee615c2cf2", + "metadata": {}, + "source": [ + "**Numbers of reviews**\n", + "\n", + "\n", + "The reviews datasets are not in a user-friendly format: all data is stored in a single column, with each review’s information spread across 16 rows. This structure requires reshaping to extract and organize the information into distinct columns for easier analysis." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d069c150bfb41180", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:48:13.077154Z", + "start_time": "2024-11-13T15:43:20.887185Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 25896/25896 [05:07<00:00, 84.33it/s] \n" + ] + } + ], + "source": [ + "import sys\n", + "sys.path.append('src')\n", + "\n", + "from src.scripts.script import format_data\n", + "\n", + "reviews_ba = format_data(reviews_ba, \"review_id\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "759062382a383e6a", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:48:44.370418Z", + "start_time": "2024-11-13T15:48:44.356717Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The BeerAdvocate dataset have 2589586 reviews.\n" + ] + } + ], + "source": [ + "#nb_reviews_rb = len(reviews_rb)\n", + "nb_reviews_ba = len(reviews_ba)\n", + "\n", + "#print(\"The RateBeer dataset have\", nb_reviews_rb, \"reviews.\")\n", + "print(\"The BeerAdvocate dataset have\", nb_reviews_ba, \"reviews.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "30d5236d862886e2", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:48:46.723247Z", + "start_time": "2024-11-13T15:48:46.459940Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "labels = [\"users\", \"beers\", \"ratings\", \"reviews\"]\n", + "\n", + "#rb_counts = [nb_users_rb, nb_beers_rb, nb_ratings_rb, nb_reviews_rb]\n", + "ba_counts = [nb_users_ba, nb_beers_ba, nb_ratings_ba, nb_reviews_ba]\n", + "\n", + "x = np.arange(len(labels))\n", + "width = 0.3\n", + "\n", + "fig, ax = plt.subplots()\n", + "#bars_rb = ax.bar(x - width/2, rb_counts, width, label='RateBeer', color='blue')\n", + "bars_ba = ax.bar(x + width/2, ba_counts, width, label='BeerAdvocate', color='lightpink')\n", + "\n", + "ax.set_ylabel('Numbers')\n", + "ax.set_title('Comparison of RateBeer and BeerAdvocate datasets')\n", + "ax.set_xticks(x)\n", + "ax.set_xticklabels(labels)\n", + "ax.legend()\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "7e4261844f5168b7", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:48:48.859616Z", + "start_time": "2024-11-13T15:48:48.779904Z" + } + }, + "outputs": [], + "source": [ + "#summary_data = {\n", + "# \"Metric\": [\"users\", \"beers\", \"ratings\", \"reviews\"],\n", + "# \"RateBeer\": [nb_users_rb, nb_beers_rb, nb_ratings_rb, nb_reviews_rb],\n", + "# \"BeerAdvocate\": [nb_users_ba, nb_beers_ba, nb_ratings_ba, nb_reviews_ba]\n", + "#}\n", + "#summary_df = pd.DataFrame(summary_data)\n", + "#summary_df.style.set_caption(\"Summary for RateBeer and BeerAdvocate\")" + ] + }, + { + "cell_type": "markdown", + "id": "2a7c4f2cd23953ed", + "metadata": {}, + "source": [ + "The BeerAdvocate dataset provides us with enough reviews and data to perform and we will focus only on this dataset for the rest of the analysis.\n", + "\n", + "1. **The Herding Effect:** As explained in the paper \"When Sheep Shop: Measuring Herding Effects in Product Ratings with Natural Experiments\" from Gael Lederrey and Robert West, initial ratings can influence the following ones. By focusing on a single dataset, we can better control for this effect within a single user community. Including RateBeer might introduce inconsistent herding effects that could skew comparative analyses.\n", + "2. **Inconsistant Rating Standards:** Both BeerAdvocate and RateBeer communities likely develop their own informal standards for beer ratings. Focusing on a single platform like BeerAdvocate allows dor a more cohesive dataset, with users who rate within the same context, minimizing cross-platform variance.\n", + "3. **Data Sufficiency:** The BeerAdvocate dataset provides us with enough reviews and data to perform meaningful analysis and draw reliable insights." + ] + }, + { + "cell_type": "markdown", + "id": "c5544ec5dd00b6e6", + "metadata": {}, + "source": [ + "### Analysis of users’ countries of origin" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "62331ab062de1b4f", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T16:35:02.916113Z", + "start_time": "2024-11-13T16:35:02.495239Z" + } + }, + "outputs": [], + "source": [ + "# Separate the country and the states\n", + "users_ba['country'] = users_ba['location'].str.split(',').str[0]\n", + "users_ba['states'] = users_ba['location'].str.split(',').str[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "49f6db99484adba5", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T16:35:04.579866Z", + "start_time": "2024-11-13T16:35:04.571835Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of missing 'country' entries: 31279 (20.35%)\n" + ] + } + ], + "source": [ + "missing_countries = users_ba['country'].isna().sum()\n", + "total_entries = len(users_ba)\n", + "missing_percentage = (missing_countries / total_entries) * 100\n", + "\n", + "print(f\"Number of missing 'country' entries: {missing_countries} ({missing_percentage:.2f}%)\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a8afc0f516aabe14", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T16:35:06.287323Z", + "start_time": "2024-11-13T16:35:06.257867Z" + } + }, + "outputs": [], + "source": [ + "# Replace missing 'country' values with a label \"Unknown\"\n", + "users_ba['country'] = users_ba['country'].fillna('Unknown')\n", + "\n", + "# Compute the number of users in the top 5 countries\n", + "top5_countries = users_ba['country'].value_counts().nlargest(5)\n", + "\n", + "# Compute the sum of the remaining countries (including 'Unknown' entries if any)\n", + "other_countries_count = len(users_ba) - top5_countries.sum()\n", + "\n", + "# Add the \"Other\" countries count to the series\n", + "top_countries = pd.concat([top5_countries, pd.Series({'Other': other_countries_count})])\n", + "\n", + "# Calculate percentages for each country in top_countries\n", + "top_countries_percent_ba = (top_countries / len(users_ba) * 100).round(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "899029ee73de882d", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:50:14.552299Z", + "start_time": "2024-11-13T15:50:14.478144Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "top_countries.plot(kind='pie', labels=None)\n", + "\n", + "# Create legend with country name and percentage\n", + "top_countries_labels = [f\"{country}: {percent}%\" for country, percent in zip(top_countries.index, top_countries_percent_ba)]\n", + "plt.legend(labels=top_countries_labels, loc=\"best\", bbox_to_anchor=(1, 0.5))\n", + "\n", + "plt.title(f'Distribution of users by country for BeerAdvocate dataset')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "1d311681790d8a1b", + "metadata": {}, + "source": [ + "The majority of the users are from the United States. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "8e6137b0236a3c31", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:50:45.566996Z", + "start_time": "2024-11-13T15:50:45.367888Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Convert the number of ratings values to numeric\n", + "users_ba['nbr_ratings'] = pd.to_numeric(users_ba['nbr_ratings'], errors='coerce')\n", + "users_ba['nbr_reviews'] = pd.to_numeric(users_ba['nbr_reviews'], errors='coerce')\n", + "\n", + "# Group by country and sum the ratings and the reviews\n", + "country_ratings = users_ba.groupby('country')['nbr_ratings'].sum().reset_index()\n", + "country_reviews = users_ba.groupby('country')['nbr_reviews'].sum().reset_index()\n", + "\n", + "# Get the top 5 countries by number of ratings and reviews\n", + "top_countries_ratings = country_ratings.nlargest(5, 'nbr_ratings')\n", + "top_countries_reviews = country_reviews.nlargest(5, 'nbr_reviews')\n", + "\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(14, 6))\n", + "\n", + "axes[0].bar(top_countries_ratings['country'], top_countries_ratings['nbr_ratings'], color='lightgreen')\n", + "axes[0].set_xlabel('Country')\n", + "axes[0].set_ylabel('Number of ratings')\n", + "axes[0].set_title('Top 5 countries by total ratings')\n", + "axes[0].tick_params(axis='x', rotation=45)\n", + "\n", + "axes[1].bar(top_countries_reviews['country'], top_countries_reviews['nbr_reviews'], color='skyblue')\n", + "axes[1].set_xlabel('Country')\n", + "axes[1].set_ylabel('Number of reviews')\n", + "axes[1].set_title('Top 5 countries by total reviews for rateBeer')\n", + "axes[1].tick_params(axis='x', rotation=45)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8ac684cd6901e9be", + "metadata": {}, + "source": [ + "Most of the ratings and reviews are made by american users. \n", + "\n", + "\n", + "Therefore, we have chosen to focus on the reviews and ratings published by users based in the United State of America. The reason for this choice is that it is the country where the majority of reviews and ratings are done, and it provides us with enough data to conduct our analysis.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "30198934c89cb59e", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T16:35:17.297779Z", + "start_time": "2024-11-13T16:35:17.121826Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "There are 113223 users from the United States in the BeerAdvocate dataset\n", + "Number of ratings made by US users: 7303870\n", + "Number of reviews made by US users: 2241334\n" + ] + } + ], + "source": [ + "# Keep only users from the US\n", + "users = users_ba[users_ba['country'] == 'United States']\n", + "print(\"There are\", len(users), \"users from the United States in the BeerAdvocate dataset\")\n", + "\n", + "# Prompt the number of ratings made by US users using the nb_ratings column of the users dataset and summing them for users where location contains United States \n", + "print(\"Number of ratings made by US users: \", users[users['country'].str.contains('United States')]['nbr_ratings'].sum())\n", + "\n", + "# Prompt the number of reviews made by US users using the nb_reviews column of the users dataset and summing them for users where location contains United States\n", + "print(\"Number of reviews made by US users: \", users[users['country'].str.contains('United States')]['nbr_reviews'].sum())" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ce9d2489eb47cd28", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:52:33.569489Z", + "start_time": "2024-11-13T15:52:19.833113Z" + } + }, + "outputs": [], + "source": [ + "# Merge the reviews with user information on location\n", + "reviews_ba = reviews_ba.merge(users_ba[['user_id', 'location']], on='user_id', how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "950593ab3cb1d5ba", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T15:53:21.552514Z", + "start_time": "2024-11-13T15:52:40.258994Z" + } + }, + "outputs": [], + "source": [ + "# Remove the states to only have the countries\n", + "reviews_ba['country'] = reviews_ba['location'].str.split(',').str[0]\n", + "\n", + "# Remove the countries to only have the states\n", + "reviews_ba['states'] = reviews_ba['location'].str.split(',').str[1]\n", + "\n", + "# We only keep users from the US\n", + "reviews = reviews_ba[reviews_ba['country'] == 'United States']" + ] + }, + { + "cell_type": "markdown", + "id": "3fdc3aa76fbfa22d", + "metadata": {}, + "source": [ + "The reviews dataset contains now the country of origin of the users. \n", + "\n", + "\n", + "The ratings datasets are not in a user-friendly format: all data is stored in a single column, with each rating’s information spread across 16 rows. As for the review dataset, it requires reshaping to extract and organize the information into distinct columns for easier analysis. Moreover, as we are only focusing on american users, it also requires filtering based on the location of the user." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "8ac7b6a761780cc6", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T16:05:46.826252Z", + "start_time": "2024-11-13T15:56:53.426120Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 89176/89176 [23:55<00:00, 62.11it/s] \n" + ] + } + ], + "source": [ + "# Reshape the ratings dataset\n", + "ratings_ba = format_data(ratings_ba, \"rating_id\")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "cb8f41533e9c9483", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T16:12:52.897395Z", + "start_time": "2024-11-13T16:06:02.369697Z" + } + }, + "outputs": [], + "source": [ + "# Merge the reviews with user information on location\n", + "ratings_ba = ratings_ba.merge(users_ba[['user_id', 'location']], on='user_id', how='left')\n", + "\n", + "# Remove the states to only have the countries\n", + "ratings_ba['country'] = ratings_ba['location'].str.split(',').str[0]\n", + "\n", + "# Remove the countries to only have the states\n", + "ratings_ba['states'] = ratings_ba['location'].str.split(',').str[1]\n", + "\n", + "# We only keep users from the US\n", + "ratings = ratings_ba[ratings_ba['country'] == 'United States']" + ] + }, + { + "cell_type": "markdown", + "id": "3a0168e32c1462a3", + "metadata": {}, + "source": [ + "### Data storing " + ] + }, + { + "cell_type": "markdown", + "id": "9a9c284358d353d6", + "metadata": {}, + "source": [ + "**Saving the data on local**" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "8e7cfa305c11f2f0", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T16:17:56.112714Z", + "start_time": "2024-11-13T16:13:26.309578Z" + } + }, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[20], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m reviews\u001b[38;5;241m.\u001b[39mto_csv(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msrc/data/reviews_processed.csv.gz\u001b[39m\u001b[38;5;124m'\u001b[39m, index\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, compression\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgzip\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m----> 2\u001b[0m \u001b[43mratings\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43msrc/data/ratings_processed.csv.gz\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mgzip\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 3\u001b[0m users\u001b[38;5;241m.\u001b[39mto_csv(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msrc/data/users_processed.csv.gz\u001b[39m\u001b[38;5;124m'\u001b[39m, index\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, compression\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgzip\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m 4\u001b[0m beers_ba\u001b[38;5;241m.\u001b[39mto_csv(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msrc/data/beers_ba_processed.csv.gz\u001b[39m\u001b[38;5;124m'\u001b[39m, index\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, compression\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgzip\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\util\\_decorators.py:333\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments..decorate..wrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m 327\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[0;32m 328\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[0;32m 329\u001b[0m msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39m_format_argument_list(allow_args)),\n\u001b[0;32m 330\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[0;32m 331\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[0;32m 332\u001b[0m )\n\u001b[1;32m--> 333\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\core\\generic.py:3964\u001b[0m, in \u001b[0;36mNDFrame.to_csv\u001b[1;34m(self, path_or_buf, sep, na_rep, float_format, columns, header, index, index_label, mode, encoding, compression, quoting, quotechar, lineterminator, chunksize, date_format, doublequote, escapechar, decimal, errors, storage_options)\u001b[0m\n\u001b[0;32m 3953\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(\u001b[38;5;28mself\u001b[39m, ABCDataFrame) \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mto_frame()\n\u001b[0;32m 3955\u001b[0m formatter \u001b[38;5;241m=\u001b[39m DataFrameFormatter(\n\u001b[0;32m 3956\u001b[0m frame\u001b[38;5;241m=\u001b[39mdf,\n\u001b[0;32m 3957\u001b[0m header\u001b[38;5;241m=\u001b[39mheader,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 3961\u001b[0m decimal\u001b[38;5;241m=\u001b[39mdecimal,\n\u001b[0;32m 3962\u001b[0m )\n\u001b[1;32m-> 3964\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mDataFrameRenderer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mformatter\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_csv\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 3965\u001b[0m \u001b[43m \u001b[49m\u001b[43mpath_or_buf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3966\u001b[0m \u001b[43m \u001b[49m\u001b[43mlineterminator\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlineterminator\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3967\u001b[0m \u001b[43m \u001b[49m\u001b[43msep\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msep\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3968\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3969\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3970\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcompression\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3971\u001b[0m \u001b[43m \u001b[49m\u001b[43mquoting\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mquoting\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3972\u001b[0m \u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3973\u001b[0m \u001b[43m \u001b[49m\u001b[43mindex_label\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mindex_label\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3974\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3975\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunksize\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunksize\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3976\u001b[0m \u001b[43m \u001b[49m\u001b[43mquotechar\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mquotechar\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3977\u001b[0m \u001b[43m \u001b[49m\u001b[43mdate_format\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdate_format\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3978\u001b[0m \u001b[43m \u001b[49m\u001b[43mdoublequote\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdoublequote\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3979\u001b[0m \u001b[43m \u001b[49m\u001b[43mescapechar\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mescapechar\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3980\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3981\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\formats\\format.py:1014\u001b[0m, in \u001b[0;36mDataFrameRenderer.to_csv\u001b[1;34m(self, path_or_buf, encoding, sep, columns, index_label, mode, compression, quoting, quotechar, lineterminator, chunksize, date_format, doublequote, escapechar, errors, storage_options)\u001b[0m\n\u001b[0;32m 993\u001b[0m created_buffer \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[0;32m 995\u001b[0m csv_formatter \u001b[38;5;241m=\u001b[39m CSVFormatter(\n\u001b[0;32m 996\u001b[0m path_or_buf\u001b[38;5;241m=\u001b[39mpath_or_buf,\n\u001b[0;32m 997\u001b[0m lineterminator\u001b[38;5;241m=\u001b[39mlineterminator,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 1012\u001b[0m formatter\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfmt,\n\u001b[0;32m 1013\u001b[0m )\n\u001b[1;32m-> 1014\u001b[0m \u001b[43mcsv_formatter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msave\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1016\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m created_buffer:\n\u001b[0;32m 1017\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(path_or_buf, StringIO)\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\formats\\csvs.py:270\u001b[0m, in \u001b[0;36mCSVFormatter.save\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 251\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m get_handle(\n\u001b[0;32m 252\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfilepath_or_buffer,\n\u001b[0;32m 253\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmode,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 258\u001b[0m ) \u001b[38;5;28;01mas\u001b[39;00m handles:\n\u001b[0;32m 259\u001b[0m \u001b[38;5;66;03m# Note: self.encoding is irrelevant here\u001b[39;00m\n\u001b[0;32m 260\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mwriter \u001b[38;5;241m=\u001b[39m csvlib\u001b[38;5;241m.\u001b[39mwriter(\n\u001b[0;32m 261\u001b[0m handles\u001b[38;5;241m.\u001b[39mhandle,\n\u001b[0;32m 262\u001b[0m lineterminator\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mlineterminator,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 267\u001b[0m quotechar\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mquotechar,\n\u001b[0;32m 268\u001b[0m )\n\u001b[1;32m--> 270\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_save\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\formats\\csvs.py:275\u001b[0m, in \u001b[0;36mCSVFormatter._save\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 273\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_need_to_save_header:\n\u001b[0;32m 274\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_save_header()\n\u001b[1;32m--> 275\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_save_body\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\formats\\csvs.py:313\u001b[0m, in \u001b[0;36mCSVFormatter._save_body\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 311\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m start_i \u001b[38;5;241m>\u001b[39m\u001b[38;5;241m=\u001b[39m end_i:\n\u001b[0;32m 312\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m--> 313\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_save_chunk\u001b[49m\u001b[43m(\u001b[49m\u001b[43mstart_i\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mend_i\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\formats\\csvs.py:324\u001b[0m, in \u001b[0;36mCSVFormatter._save_chunk\u001b[1;34m(self, start_i, end_i)\u001b[0m\n\u001b[0;32m 321\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlist\u001b[39m(res\u001b[38;5;241m.\u001b[39m_iter_column_arrays())\n\u001b[0;32m 323\u001b[0m ix \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdata_index[slicer]\u001b[38;5;241m.\u001b[39m_get_values_for_csv(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_number_format)\n\u001b[1;32m--> 324\u001b[0m \u001b[43mlibwriters\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwrite_csv_rows\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 325\u001b[0m \u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 326\u001b[0m \u001b[43m \u001b[49m\u001b[43mix\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 327\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnlevels\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 328\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcols\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 329\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwriter\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 330\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mwriters.pyx:73\u001b[0m, in \u001b[0;36mpandas._libs.writers.write_csv_rows\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\gzip.py:300\u001b[0m, in \u001b[0;36mGzipFile.write\u001b[1;34m(self, data)\u001b[0m\n\u001b[0;32m 297\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfileobj \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 298\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwrite() on closed GzipFile object\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m--> 300\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_buffer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwrite\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\gzip.py:130\u001b[0m, in \u001b[0;36m_WriteBufferStream.write\u001b[1;34m(self, data)\u001b[0m\n\u001b[0;32m 129\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrite\u001b[39m(\u001b[38;5;28mself\u001b[39m, data):\n\u001b[1;32m--> 130\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgzip_file\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_write_raw\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\gzip.py:314\u001b[0m, in \u001b[0;36mGzipFile._write_raw\u001b[1;34m(self, data)\u001b[0m\n\u001b[0;32m 312\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfileobj\u001b[38;5;241m.\u001b[39mwrite(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompress\u001b[38;5;241m.\u001b[39mcompress(data))\n\u001b[0;32m 313\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msize \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m length\n\u001b[1;32m--> 314\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcrc \u001b[38;5;241m=\u001b[39m \u001b[43mzlib\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcrc32\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcrc\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 315\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moffset \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m length\n\u001b[0;32m 317\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m length\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "reviews.to_csv('src/data/reviews_processed.csv.gz', index=False, compression='gzip')\n", + "ratings.to_csv('src/data/ratings_processed.csv.gz', index=False, compression='gzip')\n", + "users.to_csv('src/data/users_processed.csv.gz', index=False, compression='gzip')\n", + "beers_ba.to_csv('src/data/beers_ba_processed.csv.gz', index=False, compression='gzip')\n", + "breweries_ba.to_csv('src/data/breweries_ba_processed.csv.gz', index=False, compression='gzip')" + ] + }, + { + "cell_type": "markdown", + "id": "dfed4404e0744c8a", + "metadata": {}, + "source": [ + "**Load the data from local**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e55eabf718e6d417", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:06:48.689547Z", + "start_time": "2024-11-15T13:05:56.408465Z" + } + }, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[23], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m reviews \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43msrc/data/reviews_processed.csv.gz\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mgzip\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 2\u001b[0m ratings \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_csv(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msrc/data/ratings_processed.csv.gz\u001b[39m\u001b[38;5;124m'\u001b[39m, compression\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgzip\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m 3\u001b[0m users \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_csv(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msrc/data/users_processed.csv.gz\u001b[39m\u001b[38;5;124m'\u001b[39m, compression\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgzip\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\parsers\\readers.py:1026\u001b[0m, in \u001b[0;36mread_csv\u001b[1;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, skipfooter, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, date_format, dayfirst, cache_dates, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, doublequote, escapechar, comment, encoding, encoding_errors, dialect, on_bad_lines, delim_whitespace, low_memory, memory_map, float_precision, storage_options, dtype_backend)\u001b[0m\n\u001b[0;32m 1013\u001b[0m kwds_defaults \u001b[38;5;241m=\u001b[39m _refine_defaults_read(\n\u001b[0;32m 1014\u001b[0m dialect,\n\u001b[0;32m 1015\u001b[0m delimiter,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 1022\u001b[0m dtype_backend\u001b[38;5;241m=\u001b[39mdtype_backend,\n\u001b[0;32m 1023\u001b[0m )\n\u001b[0;32m 1024\u001b[0m kwds\u001b[38;5;241m.\u001b[39mupdate(kwds_defaults)\n\u001b[1;32m-> 1026\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_read\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\parsers\\readers.py:626\u001b[0m, in \u001b[0;36m_read\u001b[1;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[0;32m 623\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m parser\n\u001b[0;32m 625\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m parser:\n\u001b[1;32m--> 626\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mparser\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnrows\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\parsers\\readers.py:1923\u001b[0m, in \u001b[0;36mTextFileReader.read\u001b[1;34m(self, nrows)\u001b[0m\n\u001b[0;32m 1916\u001b[0m nrows \u001b[38;5;241m=\u001b[39m validate_integer(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnrows\u001b[39m\u001b[38;5;124m\"\u001b[39m, nrows)\n\u001b[0;32m 1917\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m 1918\u001b[0m \u001b[38;5;66;03m# error: \"ParserBase\" has no attribute \"read\"\u001b[39;00m\n\u001b[0;32m 1919\u001b[0m (\n\u001b[0;32m 1920\u001b[0m index,\n\u001b[0;32m 1921\u001b[0m columns,\n\u001b[0;32m 1922\u001b[0m col_dict,\n\u001b[1;32m-> 1923\u001b[0m ) \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_engine\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# type: ignore[attr-defined]\u001b[39;49;00m\n\u001b[0;32m 1924\u001b[0m \u001b[43m \u001b[49m\u001b[43mnrows\u001b[49m\n\u001b[0;32m 1925\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1926\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m:\n\u001b[0;32m 1927\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclose()\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pandas\\io\\parsers\\c_parser_wrapper.py:234\u001b[0m, in \u001b[0;36mCParserWrapper.read\u001b[1;34m(self, nrows)\u001b[0m\n\u001b[0;32m 232\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m 233\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mlow_memory:\n\u001b[1;32m--> 234\u001b[0m chunks \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_reader\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_low_memory\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnrows\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 235\u001b[0m \u001b[38;5;66;03m# destructive to chunks\u001b[39;00m\n\u001b[0;32m 236\u001b[0m data \u001b[38;5;241m=\u001b[39m _concatenate_chunks(chunks)\n", + "File \u001b[1;32mparsers.pyx:838\u001b[0m, in \u001b[0;36mpandas._libs.parsers.TextReader.read_low_memory\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mparsers.pyx:905\u001b[0m, in \u001b[0;36mpandas._libs.parsers.TextReader._read_rows\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mparsers.pyx:874\u001b[0m, in \u001b[0;36mpandas._libs.parsers.TextReader._tokenize_rows\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mparsers.pyx:891\u001b[0m, in \u001b[0;36mpandas._libs.parsers.TextReader._check_tokenize_status\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mparsers.pyx:2053\u001b[0m, in \u001b[0;36mpandas._libs.parsers.raise_parser_error\u001b[1;34m()\u001b[0m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\gzip.py:346\u001b[0m, in \u001b[0;36mGzipFile.closed\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 343\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mOSError\u001b[39;00m(errno\u001b[38;5;241m.\u001b[39mEBADF, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpeek() on write-only GzipFile object\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 344\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_buffer\u001b[38;5;241m.\u001b[39mpeek(n)\n\u001b[1;32m--> 346\u001b[0m \u001b[38;5;129m@property\u001b[39m\n\u001b[0;32m 347\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mclosed\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[0;32m 348\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfileobj \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 350\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mclose\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "reviews = pd.read_csv('src/data/reviews_processed.csv.gz', compression='gzip')\n", + "ratings = pd.read_csv('src/data/ratings_processed.csv.gz', compression='gzip')\n", + "users = pd.read_csv('src/data/users_processed.csv.gz', compression='gzip')\n", + "beers_ba = pd.read_csv('src/data/beers_ba_processed.csv.gz', compression='gzip')\n", + "breweries_ba = pd.read_csv('src/data/breweries_ba_processed.csv.gz', compression='gzip')" + ] + }, + { + "cell_type": "markdown", + "id": "b7ab74c8654d77e1", + "metadata": {}, + "source": [ + "### Analysis of users' states of origin " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "1a6cbc60935ef594", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:06:56.038529Z", + "start_time": "2024-11-15T13:06:55.881Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Compute the number of users in the top 20 states\n", + "top20_states = users['states'].value_counts().nlargest(20)\n", + "\n", + "# Compute the sum of the remaining states\n", + "other_users_count = len(users) - top20_states.sum()\n", + "\n", + "# Add the \"Other\" states count to the series\n", + "top_states = pd.concat([top20_states, pd.Series({'Other': other_users_count})])\n", + "\n", + "# Calculate percentages for each country in top_countries\n", + "top_states_percent = (top_states / len(users) * 100).round(1)\n", + "\n", + "top_states.plot(kind='pie', labels=None)\n", + "\n", + "# Create legend with state name and percentage\n", + "top_states_labels = [f\"{state}: {percent}%\" for state, percent in zip(top_states.index, top_states_percent)]\n", + "plt.legend(labels=top_states_labels, loc=\"best\", bbox_to_anchor=(1, 0.5))\n", + "\n", + "plt.title(f'Distribution of users by US state for BeerAdvocate dataset')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "9a261a834e955a12", + "metadata": {}, + "source": [ + "There is considerable diversity in the origins of U.S. users, with 10.3% from California, a generally warmer region, and 7.7% and 6.6% from Pennsylvania and New York, respectively, where colder climates are common.\n", + "We decided to regroup the state into 4 categories based on geographical regions in the United States:\n", + "- South: Texas, Georgia, Florida, ...\n", + "- West: California, Colorado, Washington, ...\n", + "- Northeast: New York, New Jersey, Pennsylvania, ...\n", + "- Midwest: Illinois, Michigan, Ohio, ... \n", + "\n", + "Source: https://www2.census.gov/geo/pdfs/maps-data/maps/reference/us_regdiv.pdf " + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "ede4dc63851fc0d1", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:07:03.386923Z", + "start_time": "2024-11-15T13:07:03.344347Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\marin\\AppData\\Local\\Temp\\ipykernel_29000\\2196246350.py:23: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " users['region'] = users['states'].apply(assign_region)\n" + ] + } + ], + "source": [ + "regions = {\n", + " 'Northeast': ['Connecticut', 'Maine', 'Massachusetts', 'New Hampshire', 'Rhode Island', \n", + " 'Vermont', 'New Jersey', 'New York', 'Pennsylvania'],\n", + " 'Midwest': ['Illinois', 'Indiana', 'Iowa', 'Kansas', 'Michigan', 'Minnesota', 'Missouri', \n", + " 'Nebraska', 'North Dakota', 'Ohio', 'South Dakota', 'Wisconsin'],\n", + " 'South': ['Alabama', 'Arkansas', 'Delaware', 'Florida', 'Georgia', 'Kentucky', 'Louisiana', \n", + " 'Maryland', 'Mississippi', 'North Carolina', 'Oklahoma', 'South Carolina', \n", + " 'Tennessee', 'Texas', 'Virginia', 'West Virginia'],\n", + " 'West': ['Alaska', 'Arizona', 'California', 'Colorado', 'Hawaii', 'Idaho', 'Montana', \n", + " 'Nevada', 'New Mexico', 'Oregon', 'Utah', 'Washington', 'Wyoming']\n", + "}\n", + "\n", + "# Assign region based on state\n", + "def assign_region(state):\n", + " # Remove spaces\n", + " state = state.strip().title()\n", + " \n", + " for region, states in regions.items():\n", + " if state in states:\n", + " return region\n", + " return 'Other'\n", + "\n", + "users['region'] = users['states'].apply(assign_region)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "c66710c2b82331bb", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:07:05.306426Z", + "start_time": "2024-11-15T13:07:05.299073Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "region\n", + "Northeast 32903\n", + "South 30359\n", + "Midwest 28002\n", + "West 21959\n", + "Name: count, dtype: int64\n" + ] + } + ], + "source": [ + "# Count the number of users in each region\n", + "region_counts = users['region'].value_counts()\n", + "print(region_counts)" + ] + }, + { + "cell_type": "markdown", + "id": "db4f76a2f12723e3", + "metadata": {}, + "source": [ + "There are no users that don't have an assigned region. " + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "898f509a6f3c8991", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:07:10.502469Z", + "start_time": "2024-11-15T13:07:07.304014Z" + } + }, + "outputs": [ + { + "ename": "", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31mCannot execute code, session has been disposed. Please try restarting the Kernel." + ] + }, + { + "ename": "", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31mCannot execute code, session has been disposed. Please try restarting the Kernel. \n", + "\u001b[1;31mView Jupyter log for further details." + ] + } + ], + "source": [ + "ratings = ratings.merge(users[['user_id', 'region']], on='user_id', how='left')\n", + "reviews = reviews.merge(users[['user_id', 'region']], on='user_id', how='left')" + ] + }, + { + "cell_type": "markdown", + "id": "2cb63f9b367bd11a", + "metadata": {}, + "source": [ + "### Analysis of beer style" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "49f25374", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:07:30.282509Z", + "start_time": "2024-11-15T13:07:30.271841Z" + } + }, + "outputs": [], + "source": [ + "from src.scripts.script import get_style_map\n", + "\n", + "stylemap = get_style_map()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "54e0b317", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:07:55.421519Z", + "start_time": "2024-11-15T13:07:54.502953Z" + } + }, + "outputs": [], + "source": [ + "#replace the style with the mapped style ()\n", + "#remove American from the style\n", + "\n", + "beers_ba['style'] = beers_ba['style'].str.replace('American ', '')\n", + "beers_ba['style'] = beers_ba['style'].str.replace('German ', '')\n", + "beers_ba['style'] = beers_ba['style'].str.replace('Czech ', '')\n", + "beers_ba['style'] = beers_ba['style'].str.replace('Belgian ', '')\n", + "beers_ba['style'] = beers_ba['style'].str.replace('English ', '')\n", + "beers_ba['style'] = beers_ba['style'].str.replace('Euro ', '')\n", + "beers_ba['style'] = beers_ba['style'].str.replace('Scottish ', '')\n", + "beers_ba['style'] = beers_ba['style'].str.replace('Double / Imperial ', '')\n", + "beers_ba['style'] = beers_ba['style'].str.replace(' (APA)', '')\n", + "\n", + "beers_ba['style_simp'] = beers_ba['style'].replace(stylemap) " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "62f54f63b042846", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:16:04.112860Z", + "start_time": "2024-11-15T13:16:03.168774Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "beers_ba['style_simp'] = beers_ba['style'].replace(stylemap)\n", + "\n", + "style_count = beers_ba['style_simp'].value_counts()\n", + "\n", + "# Determine the threshold for 'Other' category \n", + "threshold = 5000 \n", + "other_count = style_count[style_count < threshold].sum() \n", + "top_styles = style_count[style_count >= threshold] \n", + "top_styles = pd.concat([top_styles, pd.Series({'Other': other_count})])\n", + "\n", + "top_styles_percent = (top_styles / top_styles.sum() * 100).round(1)\n", + "\n", + "top_styles.plot(kind='pie', labels=None, autopct='%1.1f%%', figsize=(10, 10))\n", + "\n", + "top_styles_labels = [f\"{style}: {percent}%\" for style, percent in zip(top_styles.index, top_styles_percent)]\n", + "plt.legend(labels=top_styles_labels, loc=\"best\", bbox_to_anchor=(1, 0.5))\n", + "\n", + "plt.title('Distribution of styles of beer')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f5735615", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:30:17.097327Z", + "start_time": "2024-11-15T13:30:16.996860Z" + } + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'ratings' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[9], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m ratings_count \u001b[38;5;241m=\u001b[39m \u001b[43mratings\u001b[49m[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbeer_id\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mvalue_counts()\n", + "\u001b[1;31mNameError\u001b[0m: name 'ratings' is not defined" + ] + } + ], + "source": [ + "ratings_count = ratings['beer_id'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "a0ce27ba", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:30:23.131578Z", + "start_time": "2024-11-15T13:30:23.048017Z" + } + }, + "outputs": [], + "source": [ + "#beer_counts_df = ratings_count.reset_index().rename(columns={'index': 'beer_id'})\n", + "#beer_counts_df['beer_id'] = beer_counts_df['beer_id'].astype(int)\n", + "beers = beers_ba.reset_index()\n", + "beers['beer_id'] = beers['beer_id'].astype(int)\n", + "\n", + "# Merge the series DataFrame with beer_ba on beer_id\n", + "#result = beer_counts_df.merge(beers, on='beer_id', how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "879c52c3d67ea184", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:30:23.195942Z", + "start_time": "2024-11-15T13:30:23.136723Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Group by 'style' to get the total count for each\n", + "style_counts = result.groupby('style_simp')['count'].sum().sort_values(ascending=False)\n", + "\n", + "# Define a threshold for the 'Other' category\n", + "threshold = 100000 \n", + "other_count = style_counts[style_counts < threshold].sum()\n", + "top_styles = style_counts[style_counts >= threshold]\n", + "\n", + "top_styles = pd.concat([top_styles, pd.Series({'Other': other_count})])\n", + "\n", + "plt.pie(top_styles, labels=top_styles.index, autopct='%1.1f%%', startangle=140)\n", + "plt.title('Distribution of ratings on styles')\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aee9bfa919cc9c2e", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:32:59.403670Z", + "start_time": "2024-11-15T13:32:59.400823Z" + } + }, + "outputs": [], + "source": [ + "total_count = style_count.sum()\n", + "threshold = 0.02 * total_count\n", + "\n", + "# Filter styles with a count greater than or equal to 2% of the total count\n", + "beer_styles_above_2_percent = style_count[style_count >= threshold].index.tolist()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "a1a32272", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\marin\\AppData\\Local\\Temp\\ipykernel_7912\\1802419989.py:1: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " reviews['beer_id'] = reviews['beer_id'].astype(int)\n" + ] + } + ], + "source": [ + "\n", + "reviews['beer_id'] = reviews['beer_id'].astype(int)\n", + "#ratings = ratings.dropna(subset=['beer_id'])\n", + "\n", + "#ratings['beer_id'] = ratings['beer_id'].astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "74d67961", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:33:11.965117Z", + "start_time": "2024-11-15T13:33:06.632819Z" + } + }, + "outputs": [], + "source": [ + "reviews = reviews.merge(beers[['beer_id','style_simp']], on='beer_id', how='left')\n", + "#ratings = ratings.merge(beers[['beer_id','style_simp']], on='beer_id', how='left')" + ] + }, + { + "cell_type": "markdown", + "id": "5e1a61b473b41034", + "metadata": {}, + "source": [ + "### Analysis of the beer percentage of alcohol by volume" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f5440e5ce4006fe7", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:33:44.288657Z", + "start_time": "2024-11-15T13:33:44.243597Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "count 2241334\n", + "unique 735\n", + "top 5.0\n", + "freq 118554\n", + "Name: abv, dtype: object" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "reviews['abv'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "351f23509f4aa7b8", + "metadata": {}, + "source": [ + "We can categorize beer types based on their Alcohol by Volume (ABV) percentage as follows:\n", + "- **low ABV**: 0-25% quantile → ABV up to 5.5%\n", + "- **medium ABV**: 25%-75% quantile → ABV between 5.5% and 8.8%\n", + "- **high ABV**: 75%-100% quantile → ABV higher than 8.8%" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bb833f930925d9cf", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:34:00.607819Z", + "start_time": "2024-11-15T13:33:50.654552Z" + } + }, + "outputs": [], + "source": [ + "# Calculate the quantiles\n", + "reviews['abv'] = reviews['abv'].astype(float)\n", + "ratings['abv'] = ratings['abv'].astype(float)\n", + "abv_quantiles = reviews['abv'].astype(float).quantile([0.25, 0.5, 0.75])\n", + "\n", + "def categorize_abv(abv_value):\n", + " if abv_value <= abv_quantiles[0.25]: # Low ABV\n", + " return 'low'\n", + " elif abv_value <= abv_quantiles[0.75]: # Medium ABV\n", + " return 'middle'\n", + " else: # High ABV\n", + " return 'high'\n", + "\n", + "reviews['abv_category'] = reviews['abv'].apply(categorize_abv)\n", + "ratings['abv_category'] = ratings['abv'].apply(categorize_abv)" + ] + }, + { + "cell_type": "markdown", + "id": "c46e5757f7c0c4bd", + "metadata": {}, + "source": [ + "### Analysis of the publication timing of user reviews" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cf4bda0705d53df9", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:34:05.707084Z", + "start_time": "2024-11-15T13:34:05.487576Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\marin\\AppData\\Local\\Temp\\ipykernel_7912\\355662613.py:2: FutureWarning: The behavior of 'to_datetime' with 'unit' when parsing strings is deprecated. In a future version, strings will be parsed as datetime strings, matching the behavior without a 'unit'. To retain the old behavior, explicitly cast ints or floats to numeric type before calling to_datetime.\n", + " reviews['date'] = pd.to_datetime(reviews['date'], unit='s', errors='coerce')\n" + ] + } + ], + "source": [ + "# Extract the year, month, and day\n", + "reviews['date'] = pd.to_datetime(reviews['date'], unit='s', errors='coerce')\n", + "reviews['year'] = reviews['date'].dt.year\n", + "reviews['month'] = reviews['date'].dt.month\n", + "reviews['day'] = reviews['date'].dt.day" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3ce4cb25259186b1", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:34:13.996137Z", + "start_time": "2024-11-15T13:34:12.428228Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\marin\\AppData\\Local\\Temp\\ipykernel_23856\\989574333.py:2: FutureWarning: The behavior of 'to_datetime' with 'unit' when parsing strings is deprecated. In a future version, strings will be parsed as datetime strings, matching the behavior without a 'unit'. To retain the old behavior, explicitly cast ints or floats to numeric type before calling to_datetime.\n", + " ratings['date'] = pd.to_datetime(ratings['date'], unit='s', errors='coerce')\n" + ] + } + ], + "source": [ + "# Extract the year, month, and day\n", + "ratings['date'] = pd.to_datetime(ratings['date'], unit='s', errors='coerce')\n", + "ratings['year'] = ratings['date'].dt.year\n", + "ratings['month'] = ratings['date'].dt.month\n", + "ratings['day'] = ratings['date'].dt.day" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9f33dd6928f1fbdc", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:34:14.001292Z", + "start_time": "2024-11-15T13:34:13.999449Z" + } + }, + "outputs": [], + "source": [ + "def get_season(month):\n", + " if month in [3, 4, 5]:\n", + " return 'Spring'\n", + " elif month in [6, 7, 8]:\n", + " return 'Summer'\n", + " elif month in [9, 10, 11]:\n", + " return 'Fall'\n", + " elif month in [12, 1, 2]:\n", + " return 'Winter'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3d50465a588212dc", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:34:18.713340Z", + "start_time": "2024-11-15T13:34:17.524948Z" + } + }, + "outputs": [], + "source": [ + "# Separate the reviews by seasons\n", + "reviews['season'] = reviews['month'].apply(get_season)\n", + "\n", + "# Separate the ratings by seasons\n", + "#ratings['season'] = ratings['month'].apply(get_season)" + ] + }, + { + "cell_type": "markdown", + "id": "87b09a0d1dea3578", + "metadata": {}, + "source": [ + "**Over the years**" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "723fd7c9910d134", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T17:23:38.220174Z", + "start_time": "2024-11-13T17:23:36.956059Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot yearly review counts\n", + "\n", + "sns.countplot(data=reviews, x='year', legend=False)\n", + "plt.title('Distribution of reviews by year')\n", + "plt.xlabel('Year')\n", + "plt.ylabel('Number of reviews')\n", + "plt.xticks(rotation=45)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f7cd56d257cc6a44", + "metadata": {}, + "source": [ + "We can see that before 2002, there are few reviews given by users on the BeerAdvocate website. We can choose a threshold of a minimum of 70'000 reviews by year to have enough reviews published by year to analyze the change over a year." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "5c49b5c1507bf8f", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:34:26.378002Z", + "start_time": "2024-11-15T13:34:22.850930Z" + } + }, + "outputs": [], + "source": [ + "# Count the number of reviews by year\n", + "reviews_per_year = reviews['year'].value_counts()\n", + "\n", + "# Filter to keep only years with more than 70'000 reviews\n", + "years_above_threshold = reviews_per_year[reviews_per_year > 70000].index\n", + "reviews = reviews[reviews['year'].isin(years_above_threshold)]\n", + "ratings = ratings[ratings['year'].isin(years_above_threshold)]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "53247bf2cb43988", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T17:25:24.524304Z", + "start_time": "2024-11-13T17:25:23.098957Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.countplot(data=reviews, x='year')\n", + "plt.title('Distribution of reviews by year')\n", + "plt.xlabel('Year')\n", + "plt.ylabel('Number of reviews')\n", + "plt.xticks(rotation=45)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "1d2e3f48382115c0", + "metadata": {}, + "source": [ + "We now have only reviews published between 2006 and 2017" + ] + }, + { + "cell_type": "markdown", + "id": "9c7788c69544e526", + "metadata": {}, + "source": [ + "**Across the seasons**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ad47ca7167325b8b", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T17:25:49.226123Z", + "start_time": "2024-11-13T17:25:46.967594Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.catplot(data=reviews, x='year', hue='season', kind='count', height=6, aspect=2, legend=True)\n", + "plt.title('Distribution of reviews by year and season for US users')\n", + "plt.xlabel('Year')\n", + "plt.ylabel('Number of reviews')\n", + "plt.xticks(rotation=45)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "b44ab24846799163", + "metadata": {}, + "source": [ + "Between 2006 and 2017, there is no distinct season with consistently higher review activity, except for notable peaks in Winter 2012 and Spring 2017." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c760c9c6596480fa", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T17:25:58.073626Z", + "start_time": "2024-11-13T17:25:56.571732Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.boxplot(x='season', y='year', data=reviews)\n", + "plt.title('Seasonal distribution of reviews')\n", + "plt.xlabel('Season')\n", + "plt.ylabel('Year')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a9349771969df5f8", + "metadata": {}, + "source": [ + "Each season has approximately the same number of reviews." + ] + }, + { + "cell_type": "markdown", + "id": "1c601e27a5f4c25b", + "metadata": {}, + "source": [ + "## Seasonal trend analysis" + ] + }, + { + "cell_type": "markdown", + "id": "1e5c22b6", + "metadata": {}, + "source": [ + "To understand the seasonal analysis, it is important to understand how the beers are rated. In both reviews and ratings dataframes, 6 columns contain metrics ( which are a score out of 5): appearance, aroma, taste, mouthfeel, overall and rating. The rating metrics is computed based on the 5 other scores with the following formula:\n", + "$$\n", + "\\text{rating} = 0.06 \\cdot \\text{appearance} + 0.24 \\cdot \\text{aroma} + 0.4 \\cdot \\text{taste} + 0.1 \\cdot \\text{mouthfeel} + 0.2 \\cdot \\text{overall}\n", + "$$\n" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "5caf829a", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:35:08.501884Z", + "start_time": "2024-11-15T13:35:08.478413Z" + } + }, + "outputs": [], + "source": [ + "from src.scripts.script import anova_test" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "e23f0226", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:35:50.651950Z", + "start_time": "2024-11-15T13:35:50.637385Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of NaN values in ratings: 444092\n" + ] + } + ], + "source": [ + "print(\"Number of NaN values in ratings:\", ratings['rating'].isnull().sum())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6a4dab49", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:35:55.204525Z", + "start_time": "2024-11-15T13:35:50.735904Z" + } + }, + "outputs": [], + "source": [ + "ratings = ratings.dropna(subset=['rating'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9d4ab2b2", + "metadata": {}, + "outputs": [], + "source": [ + "rating_columns = ['aroma', 'palate', 'appearance', 'taste', 'overall', 'rating']\n", + "\n", + "season_order = ['Winter', 'Spring', 'Summer', 'Fall']\n", + "ratings['season'] = pd.Categorical(ratings['season'], categories=season_order, ordered=True)" + ] + }, + { + "cell_type": "markdown", + "id": "9617f17ca09bdfb5", + "metadata": {}, + "source": [ + "### For all years" + ] + }, + { + "cell_type": "markdown", + "id": "d77d34e8", + "metadata": {}, + "source": [ + "In this section, we analyze the impact of style and alcohol concentration on the rating of a beer across seasons. This analysis is performed with the ratings from all years selected in the previous section." + ] + }, + { + "cell_type": "markdown", + "id": "0c4880da", + "metadata": {}, + "source": [ + "#### By simplified styles" + ] + }, + { + "cell_type": "markdown", + "id": "7f9cb5a1", + "metadata": {}, + "source": [ + "In this subsection, we analyze the impact of the style of the beer on its rating across seasons." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c4b0fa10", + "metadata": {}, + "outputs": [], + "source": [ + "ratings_top_styles = ratings[ratings['style_simp'].isin(beer_styles_above_2_percent)]\n", + "reviews_top_styles = reviews[reviews['style_simp'].isin(beer_styles_above_2_percent)]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d55c1bf5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(15, 10))\n", + "\n", + "for j, rating in enumerate(rating_columns):\n", + " \n", + " plt_index = j + 1 \n", + " plt.subplot(3, 2, plt_index) \n", + "\n", + " sns.lineplot(data=ratings_top_styles, x='season', y=rating, hue='style_simp', markers=True, dashes=False)\n", + "\n", + " plt.xlabel('Season')\n", + " plt.ylabel(f'{rating.capitalize()}')\n", + " plt.xticks(rotation=45)\n", + "\n", + " if plt_index == 1:\n", + " plt.legend(title='Beer styles', loc='upper left', bbox_to_anchor=(1, 1))\n", + " else:\n", + " plt.legend([], [], frameon=False)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c4192aeb", + "metadata": {}, + "source": [ + "From the plots above, we can observe that the beers belonging to the **Pale Lager** style show visible variation beetween seasons, especially between winter and spring. For the other styles, the variability is not visible if it exists, especially in the rating score, which contains all other metrics." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "256d027f", + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "unsupported operand type(s) for /: 'str' and 'int'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[54], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m anova_season_rating_style \u001b[38;5;241m=\u001b[39m \u001b[43manova_test\u001b[49m\u001b[43m(\u001b[49m\u001b[43mratings_top_styles\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrating_column\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mrating\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimescale\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mseason\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcategory\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mstyle_simp\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m \n", + "File \u001b[1;32mc:\\Users\\marin\\Documents\\ma1\\ada-2024-project-databrewers\\src\\scripts\\script.py:158\u001b[0m, in \u001b[0;36manova_test\u001b[1;34m(review, rating_column, timescale, category)\u001b[0m\n\u001b[0;32m 153\u001b[0m data \u001b[38;5;241m=\u001b[39m review[review[category] \u001b[38;5;241m==\u001b[39m cat]\n\u001b[0;32m 155\u001b[0m ratings \u001b[38;5;241m=\u001b[39m [data[data[timescale] \u001b[38;5;241m==\u001b[39m time][rating_column]\n\u001b[0;32m 156\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m time \u001b[38;5;129;01min\u001b[39;00m data[timescale]\u001b[38;5;241m.\u001b[39munique()]\n\u001b[1;32m--> 158\u001b[0m f_stat, p_value \u001b[38;5;241m=\u001b[39m \u001b[43mstats\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mf_oneway\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mratings\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 159\u001b[0m results[cat] \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mANOVA_p_value\u001b[39m\u001b[38;5;124m'\u001b[39m: p_value}\n\u001b[0;32m 161\u001b[0m \u001b[38;5;66;03m# If ANOVA is significant: perform Tukey's HSD\u001b[39;00m\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573\u001b[0m, in \u001b[0;36m_axis_nan_policy_factory..axis_nan_policy_decorator..axis_nan_policy_wrapper\u001b[1;34m(***failed resolving arguments***)\u001b[0m\n\u001b[0;32m 570\u001b[0m res \u001b[38;5;241m=\u001b[39m _add_reduced_axes(res, reduced_axes, keepdims)\n\u001b[0;32m 571\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m tuple_to_result(\u001b[38;5;241m*\u001b[39mres)\n\u001b[1;32m--> 573\u001b[0m res \u001b[38;5;241m=\u001b[39m \u001b[43mhypotest_fun_out\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43msamples\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 574\u001b[0m res \u001b[38;5;241m=\u001b[39m result_to_tuple(res)\n\u001b[0;32m 575\u001b[0m res \u001b[38;5;241m=\u001b[39m _add_reduced_axes(res, reduced_axes, keepdims)\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_stats_py.py:4177\u001b[0m, in \u001b[0;36mf_oneway\u001b[1;34m(axis, *samples)\u001b[0m\n\u001b[0;32m 4171\u001b[0m all_same_const \u001b[38;5;241m=\u001b[39m (_first(alldata, axis) \u001b[38;5;241m==\u001b[39m alldata)\u001b[38;5;241m.\u001b[39mall(axis\u001b[38;5;241m=\u001b[39maxis)\n\u001b[0;32m 4173\u001b[0m \u001b[38;5;66;03m# Determine the mean of the data, and subtract that from all inputs to a\u001b[39;00m\n\u001b[0;32m 4174\u001b[0m \u001b[38;5;66;03m# variance (via sum_of_sq / sq_of_sum) calculation. Variance is invariant\u001b[39;00m\n\u001b[0;32m 4175\u001b[0m \u001b[38;5;66;03m# to a shift in location, and centering all data around zero vastly\u001b[39;00m\n\u001b[0;32m 4176\u001b[0m \u001b[38;5;66;03m# improves numerical stability.\u001b[39;00m\n\u001b[1;32m-> 4177\u001b[0m offset \u001b[38;5;241m=\u001b[39m \u001b[43malldata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmean\u001b[49m\u001b[43m(\u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkeepdims\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m 4178\u001b[0m alldata \u001b[38;5;241m=\u001b[39m alldata \u001b[38;5;241m-\u001b[39m offset\n\u001b[0;32m 4180\u001b[0m normalized_ss \u001b[38;5;241m=\u001b[39m _square_of_sums(alldata, axis\u001b[38;5;241m=\u001b[39maxis) \u001b[38;5;241m/\u001b[39m bign\n", + "File \u001b[1;32mc:\\Users\\marin\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\numpy\\core\\_methods.py:121\u001b[0m, in \u001b[0;36m_mean\u001b[1;34m(a, axis, dtype, out, keepdims, where)\u001b[0m\n\u001b[0;32m 119\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(ret, mu\u001b[38;5;241m.\u001b[39mndarray):\n\u001b[0;32m 120\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m _no_nep50_warning():\n\u001b[1;32m--> 121\u001b[0m ret \u001b[38;5;241m=\u001b[39m \u001b[43mum\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtrue_divide\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 122\u001b[0m \u001b[43m \u001b[49m\u001b[43mret\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrcount\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mret\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcasting\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43munsafe\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msubok\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m 123\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_float16_result \u001b[38;5;129;01mand\u001b[39;00m out \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 124\u001b[0m ret \u001b[38;5;241m=\u001b[39m arr\u001b[38;5;241m.\u001b[39mdtype\u001b[38;5;241m.\u001b[39mtype(ret)\n", + "\u001b[1;31mTypeError\u001b[0m: unsupported operand type(s) for /: 'str' and 'int'" + ] + } + ], + "source": [ + "anova_season_rating_style = anova_test(ratings_top_styles, rating_column='rating', timescale='season', category='style_simp') " + ] + }, + { + "cell_type": "markdown", + "id": "9f3e815d", + "metadata": {}, + "source": [ + "The variability visibly seen in the graph for the **Pale Lager** style, is also seen in the ANOVA statistical test. Particularly, there is almost a 0.1 difference in between the ratings in spring and winter; the beer style is rated lower in winter than in spring. \n", + "\n", + "The **Bitter** style shows no difference in ratings amongst pairs with the Tukey HSD, the group anova p_value was 0.04 so the difference in between the groups was not significant.\n", + "\n", + "For other all other beer styles, at least one difference in between season is observed. A few beer styles are consistently rated higher in fall than in winter: **Pale Ale** (~0.02 difference), **IPA** (~0.03) and **Stout** (~0.02).\n", + "\n", + "We can also observe some paterns in terms of rating for some beer styles:\n", + "* **Brown Ale**: In spring, the beer is rated higher than in winter (~0.04); fall and summer ratings are similar \n", + "* **Porter**: Winter ratings are lower than the ones in all other seasons (~0.01)\n", + "* **Amber/Red Ale**: Summer ratings are higher than in all other seasons (~0.04)\n", + "* **Pilsener**: Fall and winter have similar ratings, same phenomenon for spring and summer; spring and summer ratings are higher than in fall and winter" + ] + }, + { + "cell_type": "markdown", + "id": "f5945ff3", + "metadata": {}, + "source": [ + "#### By alcohol concentration" + ] + }, + { + "cell_type": "markdown", + "id": "3cd38cde", + "metadata": {}, + "source": [ + "In this subsection, we analyze the impact of the concentration of alcohol on a beer rating across seasons. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "56117251", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 8))\n", + "\n", + "for j, rating in enumerate(rating_columns):\n", + " \n", + " plt_index = j + 1 \n", + " plt.subplot(3, 2, plt_index) \n", + "\n", + " sns.lineplot(data=ratings, x='season', y=rating, hue='abv_category', markers=True, dashes=False)\n", + "\n", + " plt.xlabel('Season')\n", + " plt.ylabel(f'{rating.capitalize()}')\n", + " plt.xticks(rotation=45)\n", + "\n", + " if plt_index == 1:\n", + " plt.legend(title='Alcohol concentration', loc='upper left', bbox_to_anchor=(1, 1))\n", + " else:\n", + " plt.legend([], [], frameon=False)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f79a8de9", + "metadata": {}, + "source": [ + "All metrics follow the same trend across seasons for each alcohol concentration category. Very few variation is observed in between seasons visually. Winter ratings seem to be lower than for other seasons for beers with low alcohol concentration. The opposite can be observed for beers with higher alcohol concentration, they are rated higher in winter than in summer." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f7b13e85", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "abv_category: low, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between season\n", + "Multiple Comparison of Means - Tukey HSD, FWER=0.05\n", + "===================================================\n", + "group1 group2 meandiff p-adj lower upper reject\n", + "---------------------------------------------------\n", + " Fall Spring 0.0009 0.959 -0.0037 0.0054 False\n", + " Fall Summer -0.0111 0.0 -0.0154 -0.0067 True\n", + " Fall Winter -0.032 0.0 -0.0366 -0.0273 True\n", + "Spring Summer -0.012 0.0 -0.0163 -0.0077 True\n", + "Spring Winter -0.0328 0.0 -0.0374 -0.0283 True\n", + "Summer Winter -0.0209 0.0 -0.0253 -0.0165 True\n", + "---------------------------------------------------\n", + "--------------------------------------------------\n", + "abv_category: high, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between season\n", + "Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "====================================================\n", + "group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------\n", + " Fall Spring 0.0173 0.0 0.0144 0.0201 True\n", + " Fall Summer -0.0204 0.0 -0.0233 -0.0175 True\n", + " Fall Winter 0.0143 0.0 0.0114 0.0171 True\n", + "Spring Summer -0.0377 0.0 -0.0405 -0.0349 True\n", + "Spring Winter -0.003 0.0248 -0.0057 -0.0003 True\n", + "Summer Winter 0.0347 0.0 0.0319 0.0375 True\n", + "----------------------------------------------------\n", + "--------------------------------------------------\n", + "abv_category: middle, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between season\n", + "Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "====================================================\n", + "group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------\n", + " Fall Spring 0.0077 0.0 0.0054 0.0101 True\n", + " Fall Summer -0.0093 0.0 -0.0116 -0.0069 True\n", + " Fall Winter -0.0027 0.0167 -0.005 -0.0003 True\n", + "Spring Summer -0.017 0.0 -0.0193 -0.0146 True\n", + "Spring Winter -0.0104 0.0 -0.0127 -0.0081 True\n", + "Summer Winter 0.0066 0.0 0.0043 0.0089 True\n", + "----------------------------------------------------\n", + "--------------------------------------------------\n" + ] + } + ], + "source": [ + "anova_season_rating_abv = anova_test(ratings, rating_column='rating', timescale='season', category='abv_category') " + ] + }, + { + "cell_type": "markdown", + "id": "985a5998", + "metadata": {}, + "source": [ + "There is a significant difference between ratings for all alcohol concentration in between all seasons; except for the low alcohol concentration beers, in between fall and spring ratings. \n", + "\n", + "The difference depend on the alcohol concentration category. For example, lower and mid alcohol concentration are rated higher in summer than in winter; it is the opposite way for higher alcohol concentration beers. \n", + "\n", + "Especially, the higher difference in ratings in between seasons for each alcohol concentration category:\n", + "* **low**: The beers are rated higher in spring than in winter (~0.03 difference)\n", + "* **mid**: The beers are also rated higher in spring than in winter, but the difference is smaller (~0.01)\n", + "* **high**: The beers are rated the lowest during summer compared to fall and winter (~0.04)" + ] + }, + { + "cell_type": "markdown", + "id": "af3a25d94a2e0aaa", + "metadata": {}, + "source": [ + "### Year by year" + ] + }, + { + "cell_type": "markdown", + "id": "de6ccb02", + "metadata": {}, + "source": [ + "##### By simplified style" + ] + }, + { + "cell_type": "markdown", + "id": "5d247a7c", + "metadata": {}, + "source": [ + "In this section, we analyze the evolution of ratings for different beer styles across years." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9aef7271", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABdEAAAPdCAYAAABlRyFLAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz9d/htV0Hnj7/W2vXUT7s9PaEEkiAEBNGRMmjAEh0YxMI8oyix4SPlGQhY+IIgURCNEc1oRoMogj/bMPj4OOAoRBGR3gJBQuptn/45fbe1fn+stfc551Nuv7k3yXo9d9/d99nnfE5Z673e672E1lrjcDgcDofD4XA4HA6Hw+FwOBwOh2ML8lzfgMPhcDgcDofD4XA4HA6Hw+FwOBznK05EdzgcDofD4XA4HA6Hw+FwOBwOh2MHnIjucDgcDofD4XA4HA6Hw+FwOBwOxw44Ed3hcDgcDofD4XA4HA6Hw+FwOByOHXAiusPhcDgcDofD4XA4HA6Hw+FwOBw74ER0h8PhcDgcDofD4XA4HA6Hw+FwOHbAiegOh8PhcDgcDofD4XA4HA6Hw+Fw7IAT0R0Oh8PhcDgcDofD4XA4HA6Hw+HYASeiOxwOh8PhcDgcDofD4XA4HA6Hw7ED/rm+gfMRpRSHDh2i1WohhDjXt+NwOBwOh8Nx2mit6Xa7HDhwACmdj8LhcJw8rp7kcDgcDofjkcaJ1pPOGxH9pptu4hd+4Rd45Stfyc0337ztMX/913/Nrbfeyuc+9zmSJOGqq67iTW96E89//vOrY9797nfzspe9bMu5w+GQOI5P6F4OHTrERRdddErPw+FwOBwOh+N85oEHHuDCCy8817fhcDgehrh6ksPhcDgcjkcqx6snnRci+ic/+Un+4A/+gCc96UnHPO6OO+7gO7/zO3nb297G7Owst99+O9dffz2f+MQneMpTnlId1263ueuuu6bOPVEBHaDVagHmxWu32yfxTBwOh8PhcDjOTzqdDhdddFFVznE4HI6TxdWTHA6Hw+FwPNI40XrSORfRe70eL33pS7ntttt461vfesxjNzvU3/a2t/GBD3yAD37wg1MiuhCCffv2nfI9lV0T2+22Kxw6HA6Hw+F4ROEiGBwOx6ni6kkOh8PhcDgeqRyvnnTOAzFf8YpX8D3f8z18x3d8x0mfq5Si2+0yPz8/tb3X63HJJZdw4YUX8r3f+7189rOfPeZ1kiSh0+lMTQ6Hw+FwOBwOh8PxcOCmm25CCMGrXvWqHY/567/+a77zO7+T3bt30263eeYzn8n//b//96G7SYfD4XA4HI6HMedURH//+9/PZz7zGW666aZTOv+d73wn/X6fl7zkJdW2K6+8kne/+938n//zf3jf+95HHMd827d9G//xH/+x43VuuukmZmZmqsnl/DkcDofD4XA4HI6HAycbjfl3f/d3fPrTn+a5z30u119//XENRw6Hw+FwOBwOEFprfS4e+IEHHuBpT3saH/rQh/imb/omAJ7znOfw5Cc/eceBRSd53/vex8tf/nI+8IEPHNPFrpTi2muv5VnPeha33HLLtsckSUKSJNV6mYWzsbHhuik6HA6Hw+F4RNDpdJiZmXHlG4fjEUSv1+Paa6/l937v93jrW996wnWpkquuuoof/MEf5I1vfOO2+109yeFwOBwOxyOdE60nnbNM9E9/+tMsLi7y1Kc+tdpWFAV33HEH73rXu0iSBM/ztj33z//8z/mJn/gJ/uIv/uK4MTBSSr75m7/5mE70KIqIoujUnojD4XA4HA7HI4iiKMiy7FzfhsNx3hAEwY71knPNZDTm8caX2sxO0ZiT3HTTTbz5zW8+3dt0OBwOh8PheNhzzkT05z3veXzxi1+c2vayl72MK6+8khtvvHHHgur73vc+fvzHf5z3ve99fM/3fM9xH0drzec+9zmuueaaM3LfDofD4XA4HI9EtNYcOXKE9fX1c30rDsd5x+zsLPv27TuvBuYtozE/+clPntL520VjbuYNb3gDr3nNa6r10onucDgcDofD8WjjnInorVaLq6++empbo9FgYWGh2v6GN7yBgwcP8p73vAcwAvp//+//nd/+7d/mW77lWzhy5AgAtVqNmZkZAN785jfzLd/yLTz2sY+l0+lwyy238LnPfY7f/d3ffQifncPhcDgcDsfDi1JA37NnD/V6/bwSCx2Oc4XWmsFgwOLiIgD79+8/x3dkeOCBB3jlK1/Jhz70IeI4Punz3/e+9/GmN72JD3zgA+zZs2fH41yPXYfD4XA4HA7DORPRT4TDhw9z//33V+u///u/T57nvOIVr+AVr3hFtf1Hf/RHefe73w3A+vo6P/mTP8mRI0eYmZnhKU95CnfccQdPf/rTH+rbdzgcDofD4XhYUBRFJaAvLCyc69txOM4rarUaAIuLi+zZs+e8iHZ5qKIxHQ6Hw+FwOByGczaw6PmMG3jL4XA4HA7HsdBao3WB1gqlimrZzAuUVmiV221muznOLtvjtBqfMzNzOfX67rN2z8cq34xGI+655x4uvfTSSjB0OBxjhsMh9957L5dddtkpOb/PNN1ul/vuu29q22Q05uYevyWT0Zj/5b/8l5N+XFdPcjgcDofDcbYxdawcpTKKIiMMG0gZnLXHO+8HFnU4HA6Hw3FuUSpnOFym3z9Cr3+EQf8Ig8GSEXWro8zSVJv7pvZ3jZo8FF2draeO1+ips8y/zcce75o7XQ+wgnUlUG8jcE8K2dXcblN6877p5fG5Csr7O4M8/ZtfyxOe8MNn/Long4twcTi253z7bJytaEyHw+FwOByPPExdxgjSpThtppxCZWg7V0VWHVeo1C6buSpSc3yRoVRqjrfXUEU2sT75GON9Whfm+jqvtlfLE1NpMJrkuu/8n+zff+4TRpyI7nA4HA7HIxCtNWnaqQTyfv8Ivd4h+r3D9AdHGPSPMhytWEHYcWYRCCEQQgKyWjbrAiG8qW0CiZASz3e5ww6H48xxKtGYDofD4XA82knTLt3ug3Z6gE73AbrdBxkOl4yxSGtr5tGbDD96wnhULm82JJXHTS5Pm4q2nrd1eXp98/WYOO6RET6S5cNzfQuAE9EdDofD4XhYUhQJ/f7RShzv9Q7S7x8x2wZHGQyWKIrRca8jhCSKZoiiOWq1BeJoDiFNjq6gdF6Kqdnkiti0jpjYLib3brrW1OIJXOu454rq+QghQUik9IxALaQVrj2ENMuyWvaRwojYAg8hvanjpfCQUiCEP76GfQzPm9xmj5dym9dv4j63uFnH26NoFofD4ThVPvKRj0ytbxbGN+93OBwOh+PRiFIFg8Ei3d6DdDr30+ncT6/7IN3eQfr9w6Rp91zf4kOAMHWlqg5Tzv2p9XKbqTv5CCEnjim3l8u+WS6vI/1qu5Tl+fbYartv6mOeV61LGVSP4Xkhvh8zN/fYc/2CAU5EdzgcDofjvENrxXC4Qrd3iH7vIL3eYXr9wwwGRxn0jzIYLpEkGyd0rSBoEEWzxPE8cTxPrbaLem2BZvMAzeYFNBp78LwYzwuRMsDzAoQ43qB5ZybW4HyLR3A4HsmUed6f/exnefKTn3yub8fhcDgcDofjrJFlQ7rdB+l07qPTvY9u90F63YNVnUqp/JjnB0GTWm3B1J3qe2jU91Kv78bzIhClWWY8mWqNXRfYHqjltnG9RyBBmOPH1yhPK8+RE/WksblITF5/4lwhhDUEjc8x50/en0DKEM8fC9jj49iyPH48Jq619bhy33S9bvrxx7u22368a51fOBHd4XA4HI6HmCTp0usdNG6H3mHjIB8cYTBYZDBYZDhc2ZIDtx1SBlYgn62c5EYk30WjeYBmYz9xPGtb841ALmVoW/bP38KJw/FQ82M/9mP88R//cbU+Pz/PN3/zN/P2t7+dJz3pSefwzrbn0ksv5VWvehWvetWrzvWtOBwOh8PhcDzkaK0ZDBbZ6NxHt3O/iV7pHax65ybJ+jHPF8IjjmeJY1N/atT3UK/vo9ncT6t9MfXaAp4X2TpUZA1HxzMaOR7pOBHd4XA4HI4ziNaaTud+ut376fUP0++VAvmSFciXyU8o000QRe0qaiWO56jVdlGrLVCv7aHR2EettpsgqNlCnV+5yaUMnEjucJwkL3jBC7j99tsBOHLkCL/0S7/E937v905lSp8NsiwjCIKz+hgOh8PhcDgcDzeyrE+n8wCd7v10uw/Q7R40YzxZN3lRpMc83/drpiduXDrKd1Nv7KXZ2E+jeYAobOP7kXFoe6EVy12ZzLEzTkR3OBwOh+M0GI3WOHr0sywtfZ7llTtZXb2LLOsd9zzfrxsHeThLFM9ZJ8S8KdzVdlOv7yUMm/h+DekFeFNu8mCii6DD4TgTRFHEvn37ANi3bx833ngjz3rWs1haWmL37t0AHDx4kNe85jV86EMfQkrJf/pP/4nf/u3f5tJLL62uc/vtt/P2t7+de+65h0svvZSf//mf52d/9meBcaTKn//5n/N7v/d7/Nu//Ru33norL3vZy7bcz5ve9Cb+6I/+iKNHj7KwsMCLX/xibrnlFp7znOdw33338epXv5pXv/rVAPR6Pfbv388f/dEf8eIXv7i6xgc/+EF+6Id+iCNHjmz7nO+8807+x//4H9xxxx00Gg2uu+46fuu3fotdu3YB8Jd/+Ze8+c1v5utf/zr1ep2nPOUpfOADH6DRaJz+C+5wOBwOh+NRi9aKokgZDlesSG7iVrq9B01P3cFRRqM1jj0wpiCO56rIyloZXdnYS6O+j1ptgSCoEwR1azYqxfLQ1aUcp4QT0R0Oh8PhOEGKImNl5U4WFz/P0vIXWV35Cr3+oS3Hme6B81YgnyWO5ojiGeMir++iVttNFM4QBDG+X7fi+LSb3BXsHI5zR6/X473vfS+PecxjWFhYAGAwGPDc5z6Xb//2b+eOO+7A933e+ta38oIXvIAvfOELhGHIbbfdxv/3//1/vOtd7+IpT3kKn/3sZ7nhhhtoNBr86I/+aHX9G2+8kXe+853cfvvtRFG05fH/8i//kt/6rd/i/e9/P1dddRVHjhzh85//PAB//dd/zTd90zfxkz/5k9xwww0ANBoNfuiHfojbb799SkQv11utFisrK1OPcfjwYZ797Gdzww038Ju/+ZsMh0NuvPFGXvKSl/CP//iPHD58mB/+4R/m7W9/Oy984Qvpdrv88z//M1ofqzLrcDgcDofDMU2ej1jf+AZLS19gdfUuet2D9AdHT6iHrudFVW/c2MZXxrUFGvW91Op7CPwaQdi0QnmENyGUS+kkT8eZxb2jHA6Hw+HYgW7vEItHP8Pi0hdYWbmT9bWvU6it3QbjaDfN+ApinkSkrsIrLjLCuPDwch+pJTLz8AYS3ZEkvkfuS4QHnieQAUhP4EkQPkhP2UmYyQfpmUl4IKUdiMWM+TKx7CJcHI5T5W//9m9pNpsA9Pt99u/fz9/+7d8ipWnQev/734+Ukv/1v/5X9Vm7/fbbmZ2d5SMf+QjXXXcdb3nLW3jnO9/Ji170IgAuu+wy7rzzTn7/939/SkR/1ateVR2zHffffz/79u3jO77jOwiCgIsvvpinP/3pgMlr9zyPVqtVOecBXv7yl/Ot3/qtHDp0iAMHDrC8vMzf/u3f8uEPf3jbx7j11lu59tpredvb3lZt+6M/+iMuuugivva1r9Hr9cjznBe96EVccsklAFxzzTUn/bo6HA6Hw+F49FAUKd3uQZaWvsDyypdZXfkKG517ybL+judE4Sy12i7ieMFEWMYLxLV56vU9xPEsnhfiB3XCoGEjV6IJodzFWDoeOpyI7jguWmu0AlWALkAp0EqjJse809ss6nKmJ5Yn9ulNHXMmr6HZ8Zyt9zc93/Z+tjvXDIqMlBjxSY4nKaYFKjaLVMKOJ7zjMU7UcjgebqRpn6WlL7C09HmWlr/E6upXGY1Wpw/S4LOPhvfNxOpqvPxyZLqfYrVONvIZacHohB6tsNMpYr+7hP0eG39/CfMdVn6XeeVc7LhutolqnxdAY14ys1fS3CXxfPcd5nh08NznPpdbb70VgNXVVX7v936P7/qu7+Lf//3fueSSS/j0pz/N17/+dVqt1tR5o9GIu+++m6WlJR544AF+4id+onKIA+R5zszMzNQ5T3va0455Lz/wAz/AzTffzOWXX84LXvACvvu7v5vrr78e39+56P70pz+dq666ive85z28/vWv50/+5E+4+OKLedaznrXt8Z/+9Kf5p3/6p6rhYJK7776b6667juc973lcc801PP/5z+e6667jxS9+MXNzc8e8d4fD4XA4HI8OiiJjOFw2hqPlL7Gy+hXW17+xdVBPDV5xGU31PIL8KjwZ48kIz4+NIK4C5BBkJvEGPp7voTzJwPNJPIkfeEhPGrNRWYfxjRlJyLwyHZX1nLKOYwxIZt0rzUh+WVcSTqtxnDRORH8UMyWOKyuOF0YcV4WmyKHIQOegtBHOtTLH2iugBYjN4rRgi2B93O+mbQ445jliarbtvuNdSxeAhhzGgr02/1XCvACx6YJaTwvo5WNuFs2nRHYr1EsJyLFwP/7ynrgG09faVqiHY2x3PwQOx/FQSrG+fjeLi59laemLrKx8hU73PrS2wrb28fILCPOriLmGsHgcMrsQncyjCzPYzHYyuPShNiOotUxLW/mdqcvGR71528S+yXU9/l7eNgZQm+/urTr8TjELpxi/IKA+I2guSFp7JO09gvZej8acQEj3XeN4ZNFoNHjMYx5TrT/1qU9lZmaG2267jbe+9a0opXjqU5/Ke9/73i3n7t69m9HINKHddtttPOMZz5ja73nelsc6FhdddBF33XUXH/7wh/mHf/gHfvZnf5Z3vOMdfPSjHz3mIKQvf/nLede73sXrX/96br/9dl72spftWC5QSnH99dfz67/+61v27d+/H8/z+PCHP8y//uu/8qEPfYjf+Z3f4Rd/8Rf5xCc+wWWXXXbM+3c4HA6Hw/HIQqmMJNlgeflOlpa+xMrql1lfv5vBYHGbowUN78nU8ufgDa9B9y5CZXG19+TtRKdpQNruDjcZKStDpTUlTRqTSnHeC6A+J2ktCJq7Ja3dkqjhxPhHE05Ef4Siis0C+VgcV1YcV/nYVV6J44LK0i2kGLsZy4gBK/oazv4XhVaawjrgi9yI/EVh770S/O2Ub1q3z3W7/eb5TbgypW2hnHy+ZWSCt802CUJq88XrCaTAiOPlfEIYn3S6Y0X5UqxnPDPLVrLXTAj/+sQE+9Idv0W0L53xk47VCXF+J/F+6nrHFe6n78fhON8Y9Jc5cuRzLNlYlrWNr5FnPYSaxcsvxsufSC1/AUF+BX5xKSLbBUxnkquJ5agBtRlJbUYQN80UNQReqBl/sI7zLXmCHxdtG/Y2C+yl+L7jvsnGz83btfld2Ho981057GiGG5oig8G6ZrBesHj3uOAqPajPCVq28Diz14jsccsVIh2PHIQQSCkZDk1W57XXXsuf//mfs2fPHtrt9pbjZ2ZmuOCCC/jGN77BS1/60tN+/Fqtxvd93/fxfd/3fbziFa/gyiuv5Itf/CLXXnstYRhSFFsrk//tv/03Xve613HLLbfw5S9/eSpCZjPXXnstf/VXf8Wll166o8NdCMG3fdu38W3f9m288Y1v5JJLLuFv/uZveM1rXnPaz8/hcDgcDsf5iVI5adpldfVrLC9/ieWVO1lf/zq93kG0VluOj6PdNPxvIkyeiehfSdHdS5GYMV/K0oqQmtYeQXuPZ/QDzdhEpK2hcyfDkdZTdZmt5iO9Q11pU2LBBOYxOWlT0sp908/fC6AxJ2gsSJoLkuYuQWu3MR1Jz9WLHmk4Ef1hhlJ6HKlSTK8X2Vgg1wqUNvu0mhBltT5tcVwrTTqEPLWi9KSgfZri9vR1dv7CezgzLchbUXtSwK9E+7GAP9UKKibc61a4L5e3E8mrczbHzUgmhH/TEFDFQZTHeBPziZbZqieAGPv0K1F+8+Ntct77oUD6phVXek54d5w5tDbfLWmSsLz8VZaWPsfK6pdZW/8P0p6wYvnFePnzaWQ34OUXI/VWIaxE+ppaW1CbldRagrhlhPKwXn6+hGnkmsg19yPwA5thvtmpfYy3+nE/BafzMTmFxzW/KYrBhqZzRNFf0fTXzPqwY76ne8ua3nLB4a+MS55+CI0FSWtX6VqXtPZ4hDX3OXec/yRJwpEjRwBYW1vjXe96F71ej+uvvx6Al770pbzjHe/g+7//+/mVX/kVLrzwQu6//37++q//mte+9rVceOGFvOlNb+Lnf/7nabfbfNd3fRdJkvCpT32KtbW1kxKe3/3ud1MUBc94xjOo1+v8yZ/8CbVarcomv/TSS7njjjv4oR/6IaIoYteuXQDMzc3xohe9iNe+9rVcd911XHjhhTs+xite8Qpuu+02fviHf5jXvva17Nq1i69//eu8//3v57bbbuNTn/oU/+///T+uu+469uzZwyc+8QmWlpZ4whOecKovscPhcDgcjvMMpQqybECncw9Ly19ieelLrK1/nU7nftQ2Y0GFQZtm4zJq3hPwB9eie1eQHp4hH0ZkE8cJoWnuEszu92jvk9RnhdGu9Oa+/oz1hW22nRA7HCuEqSOimTITab1VgEeLTcajTYYjDUWqGXaN2WjU0SR9YzrqLGo6i9OKvBCmh3J9TlhxXdLaLWjt8ghiVzd6uOJE9POEqit/KSaXLWkF5LlGZaUTe0Icn4ggEejpLFwBvg8iKsXMExPIi0yTDjTJQJMOIOlPrttpyCknA5wOVX6vP5Fz5ZfZVhO5V2U2ls29kv70vrI1cKpBYrJRYpuIm3K53F66+6cbNKiy4qtjtulxpBUUCpsjU23d5hmfpy0Im1ztclK8twL7Vue7mYc1QW3G/IA2FiRRXeDHEIQCzwqPXuCEdcfOaD3d0FZkik7nQY4e/QKrS3ezsbJB2pOIfD9+fjFe9i3Ui/00dvy50wR1Ra2tiduC+oxPreVbVzmmwIWoGr48abb7EfY9K+z3DI88p0HNo9aGhYtsr6DcvO55quitKjpHtBHX15UpSPY0eQobhxUbh6cdGmEdEwmz28bC7BW0d3t4wSPsNXM8rPn7v/979u/fD0Cr1eLKK6/kL/7iL3jOc54DQL1e54477uDGG2/kRS96Ed1ulwsuuIDnPe95lTP95S9/OfV6nXe84x287nWvo9FocM011/CqV73qpO5ldnaWX/u1X+M1r3kNRVFwzTXX8MEPfpCFhQUAfuVXfoWf+qmf4oorriBJElNBtPzET/wEf/Znf8aP//iPH/MxDhw4wMc+9jFuvPFGnv/855MkCZdccgkveMELkFLSbre54447uPnmm+l0OlxyySW8853v5Lu+67tO6rk4HA6Hw+E4P1CqoChGZuDP5S+xsvwlVte+xsbGveT5YMvxnhfTbl5Go34pEVcgB9eQre8jXW6Q9CKSTcc3FwQz+yUz+ySNOeOyK4oyx1wQNI0mIP2JHvXbcTKiuthm8Rii+rHOP+6xWD0nN2bQLNF0lxS9ZSOsDzYUo45m1DV1VtOjV7N8z9a6UX1O0pyXNCeiYWpt16v3fEdo/Uj0+p4enU6HmZkZNjY2tu2ue6bQ2nzg8mRaOKfsclI6x0vn8aZMptJxfKKPlY2ohPBkoEn7mmQwsc22op0QwjgOvUlBewfBenJQh6n9W47ftM8ODlENCPEw/TKZaiCZzD/eTsCf2FZl1E8I8tvmJ2+OdijP3dIVyu7bbvvmOIfyPXiWvx1MJIYV1meMsF5rC4KaIIiMsO6VwrrLX35UobX5PioLKEVuBNp+p8fS4a+ztniE/saIbBAi0j14+SVI3drxesIrCJsZUaug3pbU2h61dkjU9PGENJ8BK5aX30V+ZBp4pG+2eb75Xnu4fhedDcrxM1QO2UjRXVJ0FjX9VcVgXTPcUKRby+MVtRlBc0FU4vrMPo/GvNjq4necEY5VvhmNRtxzzz1cdtllxHG8wxUcDwfe+9738spXvpJDhw4RhuG5vp1HDO4zYnio6kkOh8PhOD20VuT5iMFwmeWlL7G8/CVW177Kxsa9Wwf+BKT0aTUvptm4lHp0MRGXobqXM1prk6w3SHoh6Okyen22FM0FrQWJkIIiN2KWFwqCCMK6wI8EfvgINB1ZJo1eRa4pMs1gQ9NdVAzWpsX1bLTzdcrIzMb8ZDSMEdud+ejscqLlG+dEP4doBUnfCER+YJ3jW8Tx439QVFG6xKkc46VIbpaNUL5NdNW2SB+iuiBsCMK6Xa6LaltUFwTx+SdqTuYGs7mLjhWEK8FYsHVAVMv2rZNi5/3HaSUVm5aFbw7wtxw/faEdr7fNth058TSJbQ/YnD2GFlMNAZtF/M0Z+1P7CvOj0Vs1Apvp6WB6O6wfGlv2vaAU1o243pgXNOclYc241v1Q4FVxMOfXe9BxapQxLHlmesNkI03S1XQWc9aWluiurTHqaYpRE5HtRnAlcCUCmJaHFCLsEzYS4rYgampqbUm9HRLEEZ6sI2WwYwSLF4iJBkAnlp8IZUMpEUQNj+aCx77HTxci075m/aiit6Tor2mG1rmepzDcMK6NpW+Mf6CENLmCpsujpL3XTA9HZ4ZW2ryvU02WKLJhRjZKSYcZ2TAjT3KyJKdIFXmquPBJbfZcsfdc37bjYcpgMOCee+7hpptu4qd+6qecgO5wOBwOx6MErTV5PiJNOyyvfJmlpS+yumoE88Hg6DZnCJrNA7Rbl9KoXUItvAhfXUi6Ps9oucVwvc56J0Sr6bJ33BLM7pfM7DfRJJ5vRHOtBEjwQkFtThBE0vTc9R9eZfdTRQhr/vMhsKJKYw52XzptOlK5ZjRQ9JY0vRVjOBpuGJ0k6U1HZh7dFNYet8Q4e72MhtntEdZcvfWhxIno5wF+aITBzZROzDJSpRLE+9PxKsdqydpMEJuWwDLX14jjVOJ4WBfnNE5jixC+KbdqUggvhWcTZzOR913mb9tc8EoQk6XgY1z95gEnZho0Ni+r3Di5zMQ9TOwf3/s4YmfqeKaPK8+fvG51zU2vxeQ5k49zTM6Ee7y6htj+ktrsE9Ie4U3sE2LqHiffSa29sAeN9MyP7airGayb1tn+qmmtLbLyh0NTDeUooNYSlbhenzU/HHFLENTGAqjLWT//KQXzohTMU81oQ9NdUXQWEzaWNhhuCIpRG4EE5u00HuZTiwFEy/j1PlFT0WjXiNoBcUMSBk2kaCK9CN8P8ALv0RXBch6wuRAZN6G915v+2+em0NhZNN0f+2uK4fpE3vqKprdScOSu6Qa2xryNhNktmNkrae/1COun9zfUWlOkCekwIRslpMOUfJQawTvJyZKCPCnIE02RKfLUxtpkApVJikKiC48i99HKR6kQrUK0itjczGPw7VTbskfKLzgR3XHKvP3tb+dXf/VXedaznsUb3vCGc307DofjPONYhqPxuinEb+kF7W0z1ovD4ThnGMG8x9ra11ha/iIrK19hY+Mb9HqHth34s1bbzczMpTQbl1CPLiT2L0SlLdKNNqODTdY36gzXA3Qx/TkP61jR3GNmj3GU53YMPjDfFfVZQRCbfS6adSuTpiMwRsG5/dNxmaowhpveiqa/rOmX4rp1rxcZjLpmeeX+6b+vH5XRMEZgL+tK9Vl53n5vK6XI0yFpf41ksEHW75COzDwbdcmGXbJRjyzpk6cD8mTEk65/FXMXnPtxeZyIfo7QWjPqKnorinxkKuVjB/l4WeXHvxbYvOlSEN8ikltXee2hEYymBmCwOujmARzQeiwil1+yeloIF1JU4nglhNsCnPTFRA63+aKeyuDeNMjm+cJmYVxPLI+PYeqYbbdv2rfN6vHF9G32n+w1Tvp4pckzTZ5AkQi8wDiF5y8GKUxrSNI3QtpgTdNfM671PIFhx2znASgH7AjiiTiYWTNgR33OvO+DUCAn42DOo/fBownTnc0I5nlicrM7S4r+sqKzPKK/lpIP6lCOSssc2LVCLlIE9yJr64SNjFrLo9meJa7P48kYz99N4NcIgpAgjPDD0EWwnMcIYQrWXgAgzGd/Im+9yKFIFb3ljPWjGf3lwkTCdARJ36fIBJ2jis7RTQXHMCFqbhA11glr66i8oMgFRSoocoHKPVThoQofpQJ0EaC0Ebm1jkDXgICxuN04C88+B0YIMQRh5kKkCJGYSWYImRG1Zs/CYzseLbzpTW/iTW9607m+DYfDcQaZrFdtPzCenhLE0SYicjoykqnIUD1x3cr4Y39ay6qZ1kZAL+tl0ta1vMD25rNGhNKkJERZTzv52FGHw3F8iiJhNFrn6NFPc+jwJ1hZuZNO54HtB/4M28zOXEardTGN+oXUwgsRaoYijcg6LZIjbTrrNQarHiqf/pwGMczsk8zul7T3SYIaqEygCm3NcoK4bXLN/dBEtJxvCQUPF4Q0r5/x3AjilqS1C/TjtHWtQ1GYaJhhR9NbssajDbM+6pre/XkCnSOKzhGYGthUGq2k7Nlfm5Wgt/99mIoRtvu0NuL+1JiAmyOAq2WFygt0oVCqsNebTC4QmIFbJabOX0rRc5T1/+Oxcu+dzF1wBv8Ap4gT0c8RWsM//c/RCbmGvXAiUsVGrFTiuN3mR2e3oKL1przuYsIRDtNCuLWLTgnhshxM4uEvhJ8OU89DnFgiyyOL8TOeFM5UpslT06tC+hA1NO292AFzIU9h1FEMNnTlWh92zPHZSNM5OvFj4UGtbR3rZRzMgiRuT+esy8A5as40qpgQzO3I5b0lTW9Z0Vst6K2mpD2f8fsgsBMUcok8/CoqupeoPTB/u8YBauFl+N5ufD8ijBqEYUgQx0T1kCDy8XwXwXKmMRXrHJWPUEVqpjyZmNvlIkHl5XzzthRVjMz2zedOHltdf7y+OXss9CFo+yh1Iaq43E6XUajL0eoC8jQiX91Df3XPGXj2mRW5R1bgTs1kRW4hc6TMEV6OlArpK6TUSF+bgZF98HzP9IAIAvzIxwtD/CjGC2I8P0YGLXx/HjzjDpFSoE25kvbczrn+DofD4Xh4MGUo2uz6ZqvwXYrhytaxmBAxquOYqHtNOMeBcbFqwnFTjqk1XmZqWZT1kHJ5m/LT9LhJ5jllw4n4RgFCjx8DOS24C8+I7tI3EXpl/U6WLnfPCe4Ox04URUaSbLC09HkOHf4Ey8tfZH39btQml6XnxczMXMbMzCU0GxdSjy/Ak/PoLECldfJek95am+FaSH9FUqTTnzUvHIvmM/skURNULigyjUagCghqgqghjWgeuZ68Z5tJ49FkNMyuS8b1bVXY2MyBorukq9z1Mhpm1DXf2YM1s2/p7hPMdj4tPDsFp3GNAoRCCIWwJsvy96w+/5gzdJ+nhxPRzxFSCuKW+XIK64K4ITY5yDHLNfGQDCCw3eCXZWsjjAtZ0jMD74UTsQjTwrcVxieF8GMUzhyPXsqWV9+2vJYUuZ4YkMOI5H4CQSxozIO+zLjWtYZRb8K1vmryllU+/rFYYfxjEdpBTOszxq3empfU580gptNxMO59eiIopSlS7ICfJvd646gRzPurisGaYti1AxBUmB9UJVfIg7vIw68i6kepzWjazb00wscSh9+C74eEtZhavU5Uj4hqMWEUW3e5a/w4WUyMypB0uEo2WCMbrprl4SrpYJV0uEJm17PhOlmysUXIPlcI4SG8ACF9pNxAyC8ivLsQIkCIAE2TPLuIPL2IIruAIl9ACI30CoQsjLjtqcoxZz7nHl4Y4Ic+fhjgxyF+HBBEEUEYILwQISJbuZdIKcGK3QhhG3zleC7l1G+fRqNQFCgyndNJ+2ykA9azPuvpCp2sTycZsJ726WRDunbq5yN+4rHX8fwLrz3XL7vD4XA4tqEUx42ZqBS6S/G7NBJYB586hvBdeo80RiSoeuOKca9csamHrh1XaXr/5vLQ8ctHWpseoclQkw016RDSatmsS2nHi4mMAcWPMPPYziNTR53s6Tc9jpJ9nXLIR/Y1KO9PT9y/rTvKMi7GB88zGcqijOKUYqpO6QwTjkcqSmWkaY+VlTs5dOjfWFz6AmtrX6MokqnjomiGhYUnMjv7GFrNCwn8BchDdFFDZzXy9Ra9lQaDtYD+itwS/St9mNlrMs1n90lqs2PRXGlBnprPfm1GEMQSP8QNaHkeUUXDAGC0jdn9tgdS6V7PNXmq6K9Bb6mgvzZisJ6TDgogA52gdWLnI7Qagh6i1BCtBqD6QA6iAApEtZxvuw4FQuSAQnoBwouQXoj0I6QfI/0aXlBDBnU8v0kQtfCjNkE8hwxqSN83ja+ej+eZHztTz/IRQiKERHrQ2i23eUUeepyIfg55zk/FrD6gkVJvm4l+JlFKVwW60uVgcvHGTvGyoCJ90yLpW5FceuMPa+UYcIUXx1nCsxEcwfFc64l5n9ba2nTr0ca1ng2tsL4+joNJB5iYpL5mY9tBTMdxMM1dgqhphfVyANNHeRyIVqZimGcalcGor+ge1XStYN5f0ww7is2jtYNAyTXy4Kvk4V3kwdcI2wMazV3MhlfQiK8hCp+NH/nEtTq1Vo24ViOqxQRR4Bo0joFWOdlonXRoRPFssEo6WCEdrpAOVsjK7aN1suEaalMB/GQQ0orYlZgdjIVtL0DIYHruBUgZ2uXQFKKq/Xbdj5FBjOfZuR8jvRjph3h+jPAjpL0e2AFFrYogKMXssp+5URRULlCFQCORQk4JDZvn4+Vjv8e01hRaMcxTVrM+60mX9aTPejpgI+vTSQd0swEb6YBONqCbDellI/q5mUZFelLDVBwZrp7iX8nhcDgcp8qO4ngxHhCuFMfVhCtbK4xurcc54pNxJlIA/vF+d85MWafIdxbFq2U7ltaZaicXEgIrtvsRVSZyUAnwm4T42JpnxLQDf4vgrkFjGxT0pDFLIMvYGNv7S/oTr7mNlXnIORPjUUEVl+PKv48OlMpJ0z7r61+3ovnnWF29iyzrTR0X+HXmF57A3NzjaDcvI/B3QxEgVA2Rt1DdFv2VmMGqT38Zkv704wgJ7T1WNN8vjSlNCdPoV0A2MiJ5bVZUES1e+Oiu+55PGDPUiDzpkqddM0865GnPzO16NupQbN6f9ijSPoybMSum/rqlNj05zh0gvAgvaOAFTfywiRe08KOWWY/aRgivzRPE83Y+Y+t8HsKKh1J41nzkITy/el+JbW5GbFo3x51/70Mnop9DRFkyOE0mW/6n3eQTTvKywCHMl2IYmC9LzxPjwocVyd0Pt+N840Rc6yqDdKTxAwgbmtYem+coTOVn1DMDGZZZ64P1yUFMJ0a+Fmbk6/qMKUw05iXNBUltxva+kDv0vtguiug8/NI/HuWAxmUsy2ig6B3RdCqHuWmk2FoBEyi5XjnM8+AuVHQvjeYszdpjqYdX0Kz9MGFUJ4h8Gu0mcb1OGMeEcUwQPrp/jszr3icbrpEOrSDeXyYbGmE8G6yRjdaMOD5aJ0+6nOzvh5A+ftjCi5rIYAYV7UEHCxT+PIU/T+7PUwQLFLJtnAOejyf9ynVdVf7F2JGthfld0UIghQBpRG4tBaoc3JmxeCAnRGxjuhuPfTHeBlKB0MbkUG6XpQDBeOBo7HZZnuuBJ0F62nxWy+cuBFprutmQtbTHetpnPe2xkfRZzwaVGN6xgrgRw4f0rBienugAJTsQewENP6bhx9T9qJrXvZCaH1H3Izwk1y6cH90UHQ6H45HAlDg+UT86HXFcSuMIl7YMaDg75T2tbXThdoJ4KYpb0bzITu7afmQyjYOaGTdrvCzQyphV8mRiPjIO9nJb+TqVor294xN6bC9k2uFeOd0nhXdtxPnQ5rBLKie/ykwGcOXyF8K4+qGKrTlhzpAAfrJs97BCGDORH5u/hxcK/MC5gB8pKFWQ5wM6nfs4eOjfWFz8LCsrXyVJ1qaO87yIubnHMTf7eNqNxxAG+6AI0XkdOWpQDFuMOhGjjYDeshlscgoBrd2C2X1GOG/uMmXzIoO80KRD0zMzbFCNI+ZFrqfv2UQVmRG0ky5Z0iFPu3a5Wwnf2WhjQgDvkic9c1zaQ59mPQSMKcoLanhhAz9smjph2MSPWnZqE9bmCWoLhPUFgtqcMTaVArj0jTgurEAuvIel1nEmeHSrFg8TdnJHlIWGqoXeA08KZARRCF4gt7jIjZP80flmd5w+Wis7abQuyPOUPO+TZQOyfECemeW8GJJnA7LczPN8RF4M8b0a9cYeGvV9NJsHaDT2EQR1pO2qc7Jsdq3XGYvAKh9nc2cJBDVozEn0JVCWtNP+Vtd6nmBGwd40iKkQtodGiC3UCrtuBX5b0PdjUxjxIwjqwkQfhaL6fLJJgJcCE5VkTbXTlbKzi2nZhtwK5snAOsyXFP0VRX9dM9zYTjAHJTqVWG5c5l/Fj1Ka9cczEz2GRvxcGrUDBHFM3AioN1pE9RphXCOKa4+KH11VZMYt3l82DvH+ko1UsdEpozUTnzJaIxttoNWxa8AKSU6dlDqZWCCnQe7PGfHbmyf3Zsllm0y2yUSTTDTIqJNRI1UhaeGRFII0hXwkoHumnmnZT/38QmNGUdOiQFOgKNAiR6NMBjk1tAhRtIECJQq7r0CTI4SiSUHDnq8p8KTAt1PgSXwpCaUk8CSBlITSI/IloecT+3aSPoEn8aTJhPWlEfp9Cb40jdmRJwg9j/21uXP9sjkcDsd5j9a6qhcdUxzPQenzTxwvsq2i+KSLfHL9ZH5ehTSi2GZRPKyZTGOzTxDEp2eaKsuPY6Fdk48w86ScTy6beMZS6C9SKFJtyyEn9gSFtE72zREzk673WFR/22og1omBUzUT2yYGZx1vG0fvTB47fcxO5+vqvGMdv+U8NGX6ZNwWNOYk9TlJEGuElFXcZFizdY3AuYQfLmityLIBvd5hDh/+BEeOfprV1a8wGCxOHSeEx+zsY5mbeTyt+uOI/AvReQwqolhv0e+3SHsho47HYM3Uce0jVNdoLIxF8/ZeiRS2fpdrsqFABjaipT4R0eI/ut9Dyn7eldKMMhhkmlEKw0wzTGGYaoYZjFJttiU5g1FCmuYInSJJESpB6gShRgg1RBRDRDGAYghFH1FNAwQFkhyPDKFzPHIEOXJiMvsKu57ZuY8EpFD4fmwjUWqVIO4FdbyggR+auRc28KMZgniGoDZHELbw4rYRxIWcEMI3ieKOE+a8EdFvuukmfuEXfoFXvvKV3HzzzTse99GPfpTXvOY1fPnLX+bAgQO87nWv46d/+qenjvmrv/orfvmXf5m7776bK664gl/91V/lhS984Vl+BqeBNl9wlZt8YtDOsitbOfJ5mUcuA/MjahqBzHY3sJ4DypiewhTmULbVe0Se90mzgRG3swF5MSDPhlbo7pPnownR22wviqE9d0SRj8iLhGJi0qfdH1QQhi3ieJ5abYF6fTeNxj4a9b1m3thPo7EP369Zof34720hpke5LqmyKidc60EIcVszs7/U1RVFKhh2zaAcg/XxIKZaYx04cLKiYTkwSNk9rhLgg3Hh38wlQWi7w9YgCEX1uZZWgB+L7dMD8x5PgC8rPKXDPB0pOlYw7y0rBuvm+W73J9WiR1YJ5tZl7h2mFl9EK34c9fhxNGvPp1bbRVT3qTXr1OotwlpMFNfw/fiEX6uHA1or0sEqSe8wo+4RRt2jjPqLJL0lssESmc0YV1mvEr4z6mTCzmnY5V1k4uLxul+34nebXLZIaZCLOqmOyYnI9Q6DtCg7naQLDYyYG3jlJMwgnp5xcGvK3yGo6ngTFcTxdm0LoppCa7RWdpt932H2mfP01PlV5bacV/9Z2zl2WdsYF7utXBbs3Phm9kmENkUdr7r2mSW30/AMXOvFTwt4wZPOwIUcDofjYY7WRkSeilXJTLTfjuI42rqRJ+pPD6E4nmdmjJikp23m+KZolYERzYuTNBUGMVsFcTsFVjAP60ZsPZ164OSAqMeKoJkc9I7miT/etg53K7Lno222bXa9DyAdnJ8N92eEw6buBuZv3twlaS4YYT2eAc+TCM/UH4KaqS94gan3uJ7k5x6tFXk+ZDhc4dChf+fo0U+xsnIn3d5Bpt+zgnbrMuZmnkCz/lhieTkUMfmwSX64zqjfJOkFDNfltj1MpA/NeRNDOrNP0t4n8YPSFGUG/y3fJ3FbmHplePrfDw8VuhS3GTc4lfUGNbFeFJphDqNUjcXuHEYpjDLNMDXi+DDTJBmMcjNPcs0oLUhzTZJDVkj7y3EiRHZqnPgTknCM6spJIYVGapAFeErgZbZHrjRmPU+CJ2yvXAmesNsmJt8TBBJ8D3yp8D1N4OXGJOSZ7YFnjvPtcYE1AgXVPqyhyNQbfZt4IaDqNTwZ0TK1nXGUyzGP22a7PE/ev+eFiP7JT36SP/iDP+BJTzp2zfGee+7hu7/7u7nhhhv40z/9Uz72sY/xsz/7s+zevZv/+l//KwAf//jH+cEf/EHe8pa38MIXvpC/+Zu/4SUveQn/8i//wjOe8YyH4umcFFIaUU54YzdEGIEX2aiVCSd5GbfycPjyc4wpndtQzrXdBkbkzimKlDwf2imxTu6h2V4YAbsoEuvoHlnx24jdRT4ky0cUhRW77XFFkVZi99kubArh4XsRnh/jeSGeF03PbT5yng1Ikg6jZI3RaB2tc9K0Q5p26HTu3enqRNEMcTxHrbaLen3PhMi+l0bjAPX6XoLAZCjvRPk5OrZrXZAlEDYlrd2lG8W8dqX4XLq2i9RUlooE8tQ6bVKs88YsV44bW6gxBX84GdfN2Pm+aT7pfreDPAWhqVj5sXEXlL1PVK7pLGo6i4r+iqa/ZhoJVLH1MbUckgdfJQu+arPMv4ryDiFkQDO+gnb8GJq1H6DZuJR6s0EQB9QbTeJ6kzCuE4a1Y/4dzme01mTZiFHnMIPuEZLeUZLeIkl/kbS/xGAwoDdKGaYwokXCDIlokzDDSOwn4fEkYqbanoUNclE7xZvZNJ/AkxB6EPoQ+mPhO/TA901Bp9we2gJPFJj1WgBhIIh9QRRA7JuCT6YTDo2OcN/gKIeGi4yKlGGRkhSJnWckysxHKiUtMhKVkaqMXG/zRjoLSCSB9PGFTyB9AhEQCN9OkdlGSCRrRKJm5sSEopxqRCLGwwPtobVtfcJDaNMlRGsBWk4U2AVaSVNoB7QSphCvRFXAVwoKKzoU2gwwV2g7/og2+5TWdm7X7THFpkYr7/wYL+dRx0c+8hGe+9znsra2xuzs7Lm+HYfjlDiThqTzgSKFzlFFkWq00CYa7ByJ42AE4GQASV+bqWfiVEY9XW0r0hO/nvTZWRQvHeOla/wM9lDUSk/Ff5bmraqR2vZu1ooJ17R17tuGCsqjxUTE4aToLtlWhBdy7JI/4fs9Sdf71MClk49frjOOfJk+Znp5x0FewfQqZfPx04+z43gsmx6/fBytob+qjLllxcT4rD2oWHsQoAABjTlhRPV5SX1GEDaEGTTdF1U8T1lHeLSP5/RQoLUmz4eMRmssLn6WQ4f/nZWVO+l07t1iNGvUL2C2fRXN6PHUgitQo1nyXoPkaI1+v85owydPt/69hLSCuW1Qae4yf3sNlTmqrHN6viBuU+Wa+9H58x4olCYrIMshzRWdoaaXGMd3KXSPciOEp7kRupMMkgLSTFeCd5pDWphjstOqfmwtcAudEzAgoE+gzTzUAwJ6ZrvuEzDEkxota2gZU4gaSsYoEaNkhBYxSoR2ikyPVxGi8FH4aIStC5i50uV8c73BTJspj2dbH+N2+sJD1+AoBVsEe9OD1w5WXW4Tpu5ZifoTx0322t28HnrwtMt8drXOfWXpnIvovV6Pl770pdx222289a1vPeax//N//k8uvvjiqmD4hCc8gU996lP8xm/8RiWi33zzzXznd34nb3jDGwB4wxvewEc/+lFuvvlm3ve+953V53KySE+YEWbFZNTK+fNl90hk7NIuJsRtvWVZqaISq40obRzZhSoF6hF5lph5MXZpl+K1KhLyIkEVqRGzlZkrlVIU2dRcnYGMqxNFysAK25ERvb0Qz4+QMsT3IqQXTIjeIZ4MkBPHSi/E90KEDPG8EN+r4fsRng0rNO9diUDYkZSFdZB7SNtNKM8T89x1SjLaYDhaYTRaJ0nWSZMNknSDZLTBKDHbtC5I7PLGxj3bPi8hJFE4Q1ybN0J7bY8R2Zt7adT302zup17fjedFSOlPnHeCrvXEiOVlV9DS+QTjbSZZSZscZ1kWiPVYoM9M19VygM7ciu/5lPhOFT+DNtfORqYLrH20E/5bG+e7GXAp6W0vmCMTivAbpP4XyIKvkAdfQ/kPgtD4skmz9jia9f9Es3YZrfYB4kZMEIU0mm2iWpMgqNleAudfFzCtdVUgKTQUhWLUXyHpHWHYOUq3u0qn16XbH9If5QxTxTCTjFRtQgjfTcJjGNl1Lex75xTaCKTQRL62wjZEviDwzTz0BYEvpxzhgafxrTAe+sKI5AFEPgRl93Mhqjzw0ingW+eAJyacCbaS6wno5j3u7h7iq73D3LuxyL29ozzQX2Jp1Dnt11wgCKVPID1C6RN6AYH0CSfWIxmYZekTeD6R8Am8gMjziWVA6IXEnk/khUQyIPYCIi8g9kJCz8cXZtBQT3h4QuJJiYeZSzvoqECabyEhzbIwrnSppd1mjigzVMeu+AmX/KTjvnS/2B5iSpv3VLlczsvCL4z7qkyKD1PXtK+ZsmKG1Sq4fNe5Lxg+HPmxH/sx/viP/xgA3/e56KKLeNGLXsSb3/xmGo2TcAudBu9+97t51atexfr6+kPyeA7HJGfSkHQ+oQpN1AB5llsYtTZlsWRCEJ+aeicereKFEDUEUX0ib3xCFC9F5LOVc13FgJZC+UQP51KwNY0QNiakAX5oI0DtOFnSiuhaT8711LqyPQSqOJ1i4thCbxHhS6EYYcvKwjZ+TAjMthqxRZQvI01OxvV+tpiMbSl/7MvlyW3m2In5ttv01LaZvR7yah8hTS/Y7pLpMdpdUiR96K+aHrKlguZH0LLian1WEs+C70sT3REIgrrp1Vq61V2k6+lhRPMRadZhafELHD787yyvfIn19bu31OfjaDczzatpxY8n5irywW6y5Zhhv8ZGNyZPthFxBdTnBa0Fk2PeXJDU58zfTNlBQFWhGfawKQSCsG6+X0rR/Fz3SMgKK5YXkOWKlZ7mwVXFkQ3NUtesr/aNIH6mkDozwjd9At0nnBDBS0F8u22BzAg8azjyJX4Q4YUtZNBEhk38sE1QmyGqzRPULyaKZ/CiFoHv2/iTsju4RGO/OK2esLl+MVVfmKxDYL43VTmfqEeoCWNOXozrtbky9Yd8wrRTqEnxfdq4U9VdlK6Oq0w/Skwsl/s2HWunfGJbXpj7mERp83sz3bhxZoX9/bPSiegAr3jFK/ie7/kevuM7vuO4IvrHP/5xrrvuuqltz3/+8/nDP/xDsiwjCAI+/vGP8+pXv3rLMcdyZCRJQpIk1Xqnc/piwokS1t2P2elQCt5a53ZeoFROlg8ZDpcZDlcYDpYZjVYYjlatGLtBng8mxOxS0M6M6K0y9EPkrNyMFH4lZEsZ4nnBxDywonY4LXR7gVmWEZ5f7huL3kYwj/H9aJw9LkBgvuiFMGJTuU9K34qiHlIGSCltXrkwuVmVQD49gbTX8qpr7pRzrlRhXm+VT82LIpty3hcqJRmtMxiukCbrRlgfrZOkHZJkgyRZI0k20FoZd3uyxvr63ds+phCSKJqlFi9Qq++iUd9LvbGXRn2fFdz3Ua9Zod3ztrjWYcK9M1mxUOMKi7Y/aqow7gBViHGlggnxfUJMM/dmNpTiO1hhzQrulevdDqSUp5OCu57aVpbhSvd79UMlM4gPkvpfIPE+Rx7cReE/AMLsj4K9zNcfS7P2XFqtS2i2dxHGEVFco96cIQwb+H4d348f8oa+zYL4eK7JlabbG7K+vsz6+hob/R69/ohBktlufJKRCklUjRFtEjFLwiVjQXySE+hu54ucml9QCzRxCPUA4lAQB4JaKIhDSex7RKEk9D18z4jmnh1RU1uHlE3nmRLDPUHVMh94puXds0K42S+qZWlFcbM8/fcoVMHiaIP/6BzkG52j3NM7yn29RR7oL7GRDXZ8bg0/Zk88w+54hrofEVrBO/asAO5ZUVsGRDIk8gNiabbX/JBYhvieV4nanjCTFEbglvY7ohS7zTYxsU1us80edwpjJpw8Z+Z9rWypuYq/mVzGFpC33a+pR65McKq84AUv4PbbbyfLMv75n/+Zl7/85fT7fW699dZzfWvnlDRNCcPwXN+G4yxypg1JmzmX9aQzhco1yWAsiCd9tgjlJ+JpEdIK5A1B1JhcFkRN4wz2H4JBIE/ETV4K4uXYPJ5fRgTanor+yTrcj31sJS5PlY+PIcLnepPQT5VxX5arJ7PKKUX40gkvMIK80FVZdtLhrXUZ+Sa2iN2wvYg9fqrj52ofGptzVwn7ky/JFsc95bqZT457VN6nqVqNnfxSCOPWHZhYjiAWzF+k2XWph/RNOb+/YkT1zpKit2zK/WsHFWsHoRzDqb7Zrd60TnXfRkXG41z1R3sm9omQ5yPStM/Kyp0cPvwJlpa/yNraf1AUo6njAn+G2ebVNPynEGZPohjsIjtUo9eLWR9tU+cQUJ8VVSNIc5ekMWsalVQ+FsxHE4J52dvAtw0jXnBuRHOtJ4TywrjEl3uag6uKox3NUkex0stZ60NS7Fx+90gIS4e37lUieOkGD8vliW3lstlnliUF+A3wGwi/Wc1lYCYvauGHM4S1SwijGcLGPGFtDj+I8TwPT3p4nofv+3iexJMe0gvOmbG1jLOZMt5sqkscb/uUgWfSvGO/CwulK1NQaQIqTT3FJq2irKNMNQxgNQ+9WWgvBXg9IfCLLcL+ZC/dSrgvjLifF6Z+nxeQKU1WKJIiZ5gpchTQekj+DsfinIro73//+/nMZz7DJz/5yRM6/siRI+zdu3dq2969e8nznOXlZfbv37/jMUeOHNnxujfddBNvfvObT/4JnAH6g0VTYhCle9fbJEROz0Gel67PM4VSuRXCx4J4uZ6mXSuMLzEYrjIarZKM1oxzOenYWJAuadq1ESZnBuPeDscu7lLIloERvG1USSVyS79al+W69O3+cGpfKYALGRgnuBz/vcv+gmJC6NZa2EEgfKTwrMDtjwXwUri2y2NhW06I4WZ5s+j9UCKld9z3cdk4Yho4SrE9oyhy8mJohXbj8h+N1hgOlivH+qh0tSelo90K7SPzvllb/49tH1MInzi2QnttlxXZ99Jo7MXzY/N+VGVPBvP+VBPvVz31vlVoXVCoAq1ylFaookAVE+cqhVaFuUZRjBuFVGH22WtobY5BKzPHbpcKXSvQsQLK+5JQNBCqBkUDihqF9yCFfz+IsslY0ogvpdX4TlqNS5iZvYRafZYgCqjVG8S1WXy/RhDU8bzojP7td6L6sSwgyRSLHc2htYL1bpder0d/mDBMMpN5l3uMioBE10l0Ey08YLeddmCbMpxPQixHxF5K7CtqIdRCjzjyiQNJLfCIQ0kUCuLQI/I8PN9HiAjh+VUdqnSDCzl2gAe+EbnLTLlp4VvY7DpTcRoL5Sf+OdRakxQZh/or/EfnMPd0j3Bvb5H7+oscGqzQz3f+DpwJGuytzbInnmFvbZYLGru4sL6LPfEMzSCm5kcE0jumwO2VPU3sumOMtN25T172P/9eR601pKcQtn+6hCdfeYmiiH379gHwIz/yI/zTP/0T//t//29uvfVW/vRP/5Sbb76Zu+66i0ajwX/+z/+Zm2++mT179ux4vX/913/l9a9/PZ/85CfZtWsXL3zhC7nppptO2dn+93//97z1rW/lS1/6Ep7n8cxnPpPf/u3f5oorrph6zJ/92Z/lq1/9KldffTW/9Eu/xAtf+EI++9nP8uQnPxmAO++8k//xP/4Hd9xxB41Gg+uuu47f+q3fYteuXQA85znP4eqrryYMQ97znvdw1VVX8dGPfvSU7tnx8OBMG5I2cy7rSSeC1iZ7fCcHedI30RgnQhBTCeJTArmdgtpD02N4i5tcYdzdmhN3kx9jrCxTvlQUxXgcJWMg0tW+8j4mrdWVMFOp23Zt0mo9cZ5Go9Wk4Skb1/F0hioUSudmn84plC0fFwpV5GilKKrysikzF2V5uSjMcba8XB5j6kOBrSuZ+pepe/m2R62tr/kRvmfqdEEQ4ckI6Qd40remFlu+kbKKEkIIW4fCzoWNYy23CSuMy+r8seHoxN43et406JQ9WNOhEctLl3JjQXDBVT5Izaij6S5bt/qicasP1jSDtQm3emiy1RvzgvqcpD4rzJhL1p0e1CCIZJVx/2gv0xVFQpr2WV+/m0OHPs7S8hdZXb2LLOtNHefJOjPxU6npb8NPn4Ae7CI9GtMbbd9oXZsRNHeVLnPz9xClYJ4bwTwZ2nqBb3qs+GWDxzkSzJWNYBmNhgx7Kwx6yyxt9DmynrPc81gdxaylLdbzBdLKclZiPhNCFzT1IWb1Pczqe5nR9zKr72FGP4DH1vwrLSMjiHsNhN9ABM1q7oXz+GGTIGzixy2CsE1YnyeM2wRhNCWIe56P55v1Ujt5uLy3RRkldXpXOa2z1aRorrfm00+v6y159ePIy7F4blz0ilQp0rwgKwrW8y4ryTrLyTqr6Qar2QadrEsn79GlS0/3SbzEDGwVwou9nwEef7ovzmlzzkT0Bx54gFe+8pV86EMfIo5PfNC5zW/+cUabOOYxx/rQvOENb+A1r3lNtd7pdLjoootO+J5Olc9+9vfo9Q6bbmplXEYVkxHj+aWDeLxsxFc7iq7w8TwTli5FKdR6YwfwFiH1oRXmTYEst2JhKRxOCog5SbLOYLDEcLhiRPEyziPpkKYblSiepj2UOomgQUBKnzBsE4VtwqhNGLYIA/PFW4nh0hSyPOkjZYT0SrHbCOflF65g7Koev75mu9YTVgPhASa+BOnb83wr8tnuPlqMu/5oQa4lSS5ICkmaCzIlq8yvrJBkBXa7IMtNS93xX/xtFzcdUgqqY9e9YDs3xvYX1hO7tpyzA41IsLct2DMj2dMS1EJZDU6xWUAs3fDHEnFNoXnsYi9FdyO8j8gymxFfpCSjVfM+S1ZJRuuMkg3SdMOI7qMN0rSD1rltqFmGtbtO7EmdlyyPXdUBSBEx03gi7cbltFqX0J65iLhWI4hCavUZwrCN79cJgrObZ15UrcomD2+5qzm0pji8vMHSWo+1gWI9iekVLTTld1LNTjtg3za+HhKJLrEYEMvECuMFcSCII58oiqhFdWqRTxwFhIEpZAkZI0QdIUyvC+mZxqnS4S0pB0+xgrgvJgZsGTvFp+dnppCmtSZVOaMi5f7eEt/oHuGe7lETwTJY5shgjURtL3AKYCFqs7c2y+54hj21WfbX5riwvouZsEErqNEIIiIZEvvGXe4/ghtoHadImpG84eaH/GGjm14F0em5p2u1GllmPh9pmvKWt7yFxz/+8SwuLvLqV7+aH/uxH+Pv/u7vtj33i1/8Is9//vN5y1vewh/+4R+ytLTEz/3cz/FzP/dz3H777ad0P/1+n9e85jVcc8019Pt93vjGN/LCF76Qz33uc0gp6Xa7XH/99Xz3d383f/Znf8Z9993Hq171qqlrHD58mGc/+9nccMMN/OZv/ibD4ZAbb7yRl7zkJfzjP/5jddwf//Ef8zM/8zN87GMfq8rJjkcmZ8OQtJlzVU8CUCojGSnyRJL0Ie1jBu4cYNeNq/xExrmXPtsI44wF87pAPoTO3B3d5CYfsMomF0LhRRo/UEhfI6RGSIXwFEiFEFYIR6O0olAKXShUolC2d63WOVk2tHWqDlk2IM16ZFmfPBuYcZayPlk2IMuH9jy1zVTssN0K7/YYNbm+fXjveYyw9elx3VoKa2CqIipLM1OAkN6UYcoYhaxhShhHa9nTuDJUWUNWKeKXvYtbrQPU6/tMjGYQEcQh9VnPCFGpiYfM0gm3ek0wf6Fm4WIPLzCie291HAHTWzYxReuHFOuHoHKrzxq3eimqRy1VibVhrRxzybjVz2Qe//mGaUgy45J1ug9y6ODHWVz6PKurXyVJ1qaOlbpNW34HNfXNyPQKisE8+SAiATbbVuKWoLWrzDGXNBZMw1aRlz2VzSDDwvY6DetWMLc9Rs6mYK6KjGy4RjpYIR2uko3WSAZmSocbpKN10mGH7kizls2xVuxmnYvYEJewLi4jFe1tr7utWM5BZvw1vCBC+y3wWwi/gRdegx8+gyBsEkRWEI/M5EcNfM/HD2ICz0N6Hr4VxIWYEMSt5uU4O5SGoBOjjLDR5LogUwXDPGFpuM7R4TpHR+scHa5xdLTB6qjDWtpnPe2xkQ5OeFytSAa0gjpCnpu0iM2cMxH905/+NIuLizz1qU+tthVFwR133MG73vUukiQxAvEE+/bt2+IoX1xcxPd9FhYWjnnM5gLjJFEUEUUPjdtyki/f+adbugIdDyHkeMDGKs4j3LI8jvKYFOZtFrZfCvMxnhfjexG+X7N50cFJCfOTwnhR5BTFiCRZYzBcZjRcq+JTknSDNDEFtzTrVcK41icXiCVlSBTNEEVWHA+NOB6ETcLAxE0EYQPfb1axEwKTy62Fh9ZmkDghQ5S2X77CiN0IgbbCtsIK2rkkKSDLjYCdKkGSCXIFaSFI83EmVFZIcqXJCrPfbBd23W5TkkLZdS3J1WSfwO14uBU8T45mBLN1wWxDsqsp2NMS7J2R7GkLWjWbES13LsCNPw8h25ingEmhfexmVyqnUBmFHci1KBKyfMRotGrif5K1ytWeJB1S62Q3zhITaWM+C9Ofje1ibrZMyGOfM9UjxdSgps6T28XojO+lbKARdvBEgUcUzRLFEX4YU4vnCIImvn928syV7eKXF0YoXx/AobWCQ8sdlta6rPYKNpKQTt6mqMLF67DJweDpES19kBorVhgfEfsZsa+JfIhCjziKieMGYW0GL2gh/BDpzU701DDOcU9KpGcaHbcbaXwsgI8d4pPO8bPpXNBak6mCVGX08xH39Zb4Rucw9/SOcn9/iUODVY4O13csZHhCWkf5HLvjNrujGfbVZ9lfX6Dpx9T9iFZQI/ZCYi8k8kxEy8PFjeFwnAr//u//zp/92Z/xvOc9D4Af//Efr/Zdfvnl3HLLLTz96U+n1+vRbDa3nP+Od7yDH/mRH6lE7Mc+9rHccsstPPvZz+bWW289KfNHyeaojD/8wz9kz5493HnnnVx99dW8973vRQjBbbfdRhzHPPGJT+TgwYPccMMN1Tm33nor1157LW9729uqbX/0R3/ERRddxNe+9jUe97jHAfCYxzyGt7/97Sd9j46HF2fTkDTJuagn9dcUn/rLIYN1hcolxy8Pa/y4IKjlBPWCoFbYuSKsK4K6NuPESFPuljamEBu8rRAMU4Go2qXLXlamHmE2lWX26R5Y1XHVNnOO1mXEn6LIlXGWF8rEmqCBAiG0EcKlQvgZMsxBTE5FJZQP84x8OCLL+nYakOV9O27TkCwbUuQD8nxkRHG7vZweyjGYThRT3i171noT5VuvWpfCG5e/7T5ZHiM3nyOnzFqTky7rAXrzvs1mBG1fq5ziHOg1nhdTr5uxnZqNA7TaFzE7cxmzs5cRBE2iKKQ2E4IKKHJh3OojM9gq0sS5NOYFFzzRB8+41XvWrd5ZNL0zButmKj9XXgDNXSYCpjErqM9LgsjGwMSTESKctSz/s4HW2n4GU4o8Iy9SsnRAr3eI9c699LoP0Os/yNra1xiOJvQjHRJk11Dn24nyb0IkF1EMmoBg87slakJzQVaxLI1587oVxVgwz4Y7COaBwPNPXTBXSpEnHbKhFcSHa+NptE422iAv50mHPOlQZAOqniXAiHnWxaWsy8vYEFeY5UmxfFM1UaBoiSVm5VHmglXmgg4z4YBWnCH9NvgzEF6NDJ5JGMZEgUct8qhbA1MUeISBh+9tFsQ9mzPuOF8ptCJTOZ10wOHBmhXGjVC+NNpgedRhLe2xnvboZsMTTj5vB3XmwiZzUYOZsMFM0KAd1GmHdVpBjVYQE8sI3/O4eu6Ss/ocT5RzJqI/73nP44tf/OLUtpe97GVceeWV3HjjjVsEdIBnPvOZfPCDH5za9qEPfYinPe1pVffDZz7zmXz4wx+eykX/0Ic+xLd+67eehWdxelyy/5l0Ow+gUCA8FNr+sGc2piIzudBFSpnRrbUiz0fk+cmJ7yeGqBzxY2F+nM/teyFyYr9SOWnaI6tE8S5Z1qu6AJ4ovh8ThjNWHJ+x7vEWQdAYi+NBg8CvI+S4i7egFL0lSgk0nimoJn3SQY/1/iob/ZzOQNFLBP0sYFDEDIoGGTVyHVKIiJyIgpCckJyYAjOK8kON0Dk+I3wSPBJ8PTJzEjxG+Npsl2wuBGsrxvpGcJWBaRiQPsjAvGZTy6a/nhABwgsQcuy4P7Eb3WZbmRF4nIP6CWwMNOtDM6p2L4FeonlwbWspNQ5gpiaYawgWGoI9bcmeGcHetmSuIQi9cmTnY9/3pNC+E6aQNZ3PXi6bz9uQQmVVtM50GKLtclVVtpg4ZrLiNem2lxPnl11Cx9urv8XEe33y+K1/q83bNz+ud0bzzJU2jvLcZuF1R5rD64oHl3osrW6w2stYGwV0shYZZcV+q6Nc6oymPkRbP0jbW2Em6DETprRqgrjWRtQOQLwHz4/Nd5Ef2i560nTT83wCTxIGvimQyUkRXGzjED+5yJQzxVgoz8lUzkY24N7uEe7uHuG+3iIH+yscHq6xnGyYPO1tCKTHvtoce+M59tRmWIja7KvNsjeeJfaNON4KajT8uBLLIy/Acy4Nx+kQBsYVfg4e92T527/9W5rNJnmek2UZ3//938/v/M7vAPDZz36WN73pTXzuc59jdXUVpUw55f777+eJT3zilmt9+tOf5utf/zrvfe97q23md0Jxzz338IQnPOGk7+/uu+/ml3/5l/m3f/s3lpeXp+7h6quv5q677uJJT3rSlBj69Kc/fct9/dM//dO2wv/dd99diehPe9rTTvr+HA8/zpYh6bxADuktQ1Ve8kbIqIcM+8hogIwGeNEALxraKUV41oTAWFTNhaRAMhp6iJEHWk6LrlVPU68yI2h0GX8N2F6aaFvvmN6mlQDlmfqIEma9yuLGiuAaZIHnFSATlOiT6wGF6qOUmRdqRJ4NyQtT5swzK4xbMTzLzHzn/qUniiAI6qaO5Zu5X64HdQK/jufXEMKvjBrjqMlJE8j0GElMjZckpl5jrKFpsgd0FZUCZTi5edXHRvyJ13li2fYu3/x3GDd2lOXhsqFi/HebLP1Nnm9iC5QV2Y1r38TLFFXkop4Yf2u8Phk7OnF8FfWYTxwz0TO7FO83i/lFynC0SlGM6Hbvp9u9f9PfTlKrzZuYyeZ+ms0LmJm5nLnZK6i3dxNZYV3nISqXpEPIU5OBPnchzF/k4flQ5GZwUiOqK3orZsyljcOajcPj+lhtRtCct9nqc4K4LfBDE/tSudVttvrJ1C2msvPLrPpt5mXe8+Txm+eqGpNKU+Q5RW5iP9N0QH9wkP7gfvrDBxkmhxklRxili6TZMnqiFzY6wM8uJ86eQVx8M0F2JXq0m/K7Z1LVCOqa5oKgtcuntcsK5oGwYrnpcZulRkD3fEHYgDA2A71WkSyn6OxXRU5v5Wt0j36B7uKX6S3fxXD9fvQOPVKnXnNKsfzxrHuXsSEuZV0awTxla3kCjFjeDgbMxyMWGgVzdZivF7RqAiEClLgEIS/H9zx8XxB6HvXIoxZ6hKFH6BvB3D/HA506TgzT+zljedTl0GCFo8N1FkcbLA7XWBxtsJx0WE16rKd9RsWJpUN4QjIXNpmNGswGRiBvh3XaQZ2WX6MV1mgHdXw75p4vJZ7w8ITEFx6R59vxuEJ84eFLSdM/eRPL2eCcieitVourr756aluj0WBhYaHa/oY3vIGDBw/ynve8B4Cf/umf5l3vehevec1ruOGGG/j4xz/OH/7hH/K+972vusYrX/lKnvWsZ/Hrv/7rfP/3fz8f+MAH+Id/+Af+5V/+5aF7cieIvOdTNNPpfC28GOHHCL+G8FvIoIas1cy2MER4IcKPEGGE8EK09EDo6oe50OPBMYtyoMwiJS8SK8gn5OWgjXYaOxM0RTE6aXf8dgRBw4jhlWt8ZjpSJWhWBTYhJEqrqnBTKG0c41qitCQvFNloQJL0UFmPfn9AZ1DQG0E/8xnkEcMiZqBaDJllwEUMxQK52JzNZdmkMx4PT1sR+xjCdiV8k+CT4pHabenEeoonzNwsZ/hkdluOlMrcVOmOKYennxyZRgg7PPcA8gEUZ6JAjWke9+sIr4Hw6+A3kUEDEbRMFlnQQPotZNiy29qIsI0XNJDRDNJrGKF+ckCdyZe4vHU74ESeK3opbAw1nYGiM4LuULNhp34CowxGmeZop3x+4wKPL2GmLpirC+Ybgl1twd6WZO+MYHdLEgXCRnCc2B9ZCGHy6b2zF2XycEPrcfRKVsAwURzeUBxcHnB0ZZ3Vbsr60GMjazLSZUZwyJZccq1ocpSWfpC2WGQm6NIOE9ox1OsNZO0CqO3H8y8njGKCICQMfBpRQBwF+EGA78mzGptyJshVQaZyMmW6sWU6Zz3p8fXOEe7pHubgYIVDw1WODNdYS3o7fmpjL+RAbY69NSOW74ra7I5nmI9axH5IKHwaQWzd5UYoj2RI6J3zccIdj0CEEKcdq/JQ8dznPpdbb72VIAg4cOBAZa7o9/tcd911XHfddfzpn/4pu3fv5v777+f5z38+abp9RUApxU/91E/x8z//81v2XXzxxad0f9dffz0XXXQRt912GwcOHEApxdVXX13dw3bRg5ujWJRSXH/99fz6r//6lutPxnCcam674+HF2TIknQ9ov8/GwhtR3iLKW0TLTYNiF8DATmcUUQnI0s6F8BFYpyTj3rpQuqRLN7Vn87HNslIJeTEgz01cSpb1TzqacjukDMZC+JQY3iAM6sZ4ZLf7fozn1RBehPBqQGgHetMUSpErUFqglImNLAqPVHvosi5SiZmmXib0WMDWwv5nG+tNXrvN/tYCjUDbsVM00tQFELaJwtRzquXqHCoXv4l/twOyV3EBmJ7D5bG2fjT5VSmFwPc0vtS2LqAJPDtJbeP4NBKNlEaNlUJbqV2D0AhdCvAmlsbsUxOTphz5VNhlTVFdY+JVsv9PZMvryUx5PfU9XxQJg+Eyw8Eiw+Eyg+Eyg/5R+v0j5MWoipxcXvny1HsiCBrWvb6fZuMA7fZFzM4+hsbcRQhdhyJEZQFF6oMwbvX6nODAE3yEpxl1jVu9s6ToLpr14YaZlu6ZcKsvCBpz0rrdJUHNCOlBDfxATAnb2AxkbLb/xEs2FsnZRiRX2gjS+TjiyKxrVK4o8oIiz8mzjFGyQZKsWSPfkCJPKHKTqY8OEbqG0FeDvhahI2qE1HSE0DFSx0CEUCGTo9iU9+VHisaCprng0d4T0JwX+JEYZ5grTZ6Z5+x5grBpBPPSXe4FmBz9U0ApxXDtG2wc+TzdpTvpL32V/to30DuJlzJABk2012LoX8C6uJw1LmZdH2Bd7WEjnyfV2/cmEmhmawULDcWupmZXA+Ya0I4lQtYpdNN850lB4BvDkhlDShD6EHiC0Eazul6u5wdKK9MzXOUM85RhkTIsEgZ5Si8bcHS4wdHRGovDDZYS4yBfTbqsp32KEzTD1ryQ2bDBbNhkJqwzE9RpBXVadnkmbFD3I3zh4UmJL6QRx6U31TPal54VyL1KKC/Xz2fO61r34cOHuf/+cSvsZZddxt/93d/x6le/mt/93d/lwIED3HLLLVNdZL/1W7+V97///fzSL/0Sv/zLv8wVV1zBn//5n/OMZzzjXDyFHdFa8f+Cd5CJjEB1CfWGHWW4R5j3CbKeHXm4Z7ZxlED3COnjTXQk0sIDLwa/hpgQ4L2ghh/UkFYM9et1/KiNH7XwwhjfMwU83/Mx8nVhMvSqlvHMZksnFCq1YnxixPjczKX0bKTKDGHYJAybVUyEEGI82KKGosjtyL/SFtag3x+i0yXyZEA+7DAajeiONINUMshChkXEQDUY6jZDsYsBlx1bHN/GcBkwoi571L0hdX9E3c+phSYOwpMaXyg8ofE8jRTgSYUvzL4y97jMRNcTzguEDzRBtm1cTOmy0Ha/LRZK65e317QDsSOF3WYFwTJ2SlQ9SzUSMxihQNtujONjKAeZVDkqG6KyPkU2IE97qHyIykaoYojKhxTZCFWMzHH5iCIf2uUBRT4yJRpdQNZFZ93x6M0n9Y4WeEHdTGEdL2jgh037fmviR038sIVXifAtdgdtqLfRe2fIRZ1Uh2QFFIVmkGo6A83GSNMZGqfzxlCzMdB0hkaIX+lpVnpbpUghoB3DbF0agb1l3Ot7bBZ7MyrjPNwPvbajYpfxK6NMsdhRHFxJOLy8xkpnxPpAsJHV6asZe5YP7NpyrZpeoa0foC2O0vY7tMMR7VjTrEd4tf0Q70eGFxCFEUEQEgQ+tSikHvmEYUTgj/PxT7Tx46FCaVWJ47nKyXRRdWc7OFjhUH+VpZEpiKwkXVaTLqtJj062c+2+6cccqC+wrzZ2lu+K28wEdULpE0if2A9pBTXqfkQsg8pdLp273OHYQqPR4DGPecyW7V/96ldZXl7m137t16oc50996lPHvNa1117Ll7/85W2vdyqsrKzwla98hd///d/n27/92wG2mDuuvPJK3vve95IkSRWdsfk+r732Wv7qr/6KSy+9FN8/r4vwjoeAs2VIOh8I/JiLn3gh68t1pHcpCFNW1dUg6nbatG4GqVTWTVzOxwO0Tx67vQlFo3VmB0XbeYDu08X3J9zfm8TwclvpEA+DBp5fI/BreF4MwqNQhRlnJjcZ6EYU1xRaoLQgLwSJkqjUp8BDackoDxjmAcMsJMlDRoVHkvmMMsEolwwzYabUCOuPZDzba7Gs65lJTCybdX9q3ZRPzRw8O16OL4VdLnvIanueJijjA62IbwR9c17og+/bpgRhVGRfFNTbKZIEVI88H1AoE0WSJGsMBotGZB8uMxgs0u8fZTRaIcv6bGzcw8bGPVPPUwiPem039cZemo39NJsX0mpeTqv2GDw5S5GEkPl4oc/MAY+5C41bXeWa/tpYVO8uK+NWP6LZODI2NcUtm60+KyqzlCrGOf8mwsiI4EYQN9cujzPHjvernBMYZ0sAgZ3qwLgB2WNL+sgJIYOC+nxhXOa7PVq7QsJYogtBkZdCviBPjWAetc6cYK61ZtR5kI3Dn7MO868yWL3bxq5seuZehN+8BBoX0w+vZNW7krVsDxt5g/VRwMYoIEm2fwUEmtk67G4JdrcEu5qS+ZZkpmYatvJC23HbsO9bQRxALYAwMD3AA9+MD3UuevU+UtBaU2hFUmQM8oRBkTDKUzMv0kr0HhUpozxjqBJGeUZSpIxUxihPSYqMoTLzpMgYFRlpkZGojFTlpEVOqjLyk0yHAPPpagV1ZsMyWmUcqzITNJgN67TDBg0/MoO4IvGkJJJ+ZewKvM3C+Fggf6TUYc+rEvhHPvKRqfV3v/vdW4559rOfzWc+85ljXufFL34xL37xi8/gnZ15hJAcUleZYI6TfC9JUiO46x4hPQL6RnjPe4SjvlmnR6D7hPQJ9DJhtW2ALzM8zwe/Dl7NOJD9mnG9BzXjOg7reGEDL2zhhQsEkSSSJkPQs6OQCyHtiLsKrQVJLhgMRxTJCsWoT5H2yJM+yShhkMIgCxjkIcOixkA1GYkFBuJChixYcXybwQN3eG0CRtS9PnVvRCNIqQc59VBQizxqgUc91ESBxvekzdqK8bwWvu/hSR/PE8gqL90UlIQED20iH2whSQh7nMAePxa6J7dLWQrc5TYqEb36stgctVG9F7bGfuwc22EwrfZ2cB9VTA3mo5WZMzkIUFGgbTyJLswcm2df5ENU2qfI+uTpkCLro7IhRT6kyI34XmRDVDEygnxu1ksxvqyIFJm5xqm6gqQfG2d7UEcGDeaCJvN+E7wmym+hW030bIvca9FXu+ioOXpFi25ep5tEbIwEGwNNrmBjCBtDxX0rWx+nEZoc9rmGYFfLiuttyb62pF2D0B//7R/uTI6WbaJXIMkVqz3NgysphxZXWekMWR9o1pM6PdW2A3oKYH7L9ULdNUI5h2n7G7TDITNxQaMWEdZ2Qf0AMrjKiOJBRBgE1EKPei0ktML5+SiUb+ciz1XB8qjDwf4yR4brRiAfdaxI3mMt7dE/gVitubDJgfq8Fctn2RW12RW1qNtoncjzCaVPM6jR9Gu225oRywN5Xv1EOxwPSy6++GLCMOR3fud3+Omf/mm+9KUv8Za3vOWY59x44418y7d8C694xSu44YYbaDQafOUrX+HDH/5wFRGzHUVR8LnPfW5qWxiGXHnllSwsLPAHf/AH7N+/n/vvv5/Xv/71U8f9yI/8CL/4i7/IT/7kT/L617+e+++/n9/4jd8Axr9Hr3jFK7jtttv44R/+YV772teya9cuvv71r/P+97+f2267bVvnsePRzakYks4HoqjNVVe/ms988kF06Jm6R+UkwTqHx2VuKTRCYI/TVRldAEJjHNNag41bMW7gAkFhBiqTGVLmCJnjBWaOzIGCcT65quI+VFX+3hzvMd7myWCLUG7iKWumfGbL8YUqKApNXthlhRHGtSDTglEmyBOJ0h4FPlp7KG3GdkqKiFEeMMp9kjxgmEtGmWeE8UoUFwyyExEnzyzC/lfVbMT0tqllsemYbZanryF2vEZROe3H41apTc/dHLP5jje/QGf/BRPCjMdTCvbtus/uZo29M4IDM/u5cF5TjwsikdEiQYoUVfRJ0z5FkaJUSpb16Q+WjHt9tMJwsER/sEi/fwSlMvqDI/QHR1ha+vzUY4dhm0Z9L/X6fhq1C2nULqERPYYw348gJmwG7G57HLgyQEiTpd5d0XQXFd0lzbBjHOuj7tl7nTQJWqRokYDYvJyAyJG+MPV7P8D3A/wgxA8ivCDA80BIjfQl0gc/8M0UBiYWMvAIgoAgDhHaN4K5dcQXmYlkidsQRLKKY/GC06sjjnpH6Bz5PN2jX6a3/BX6K18nTzpbD5Q+fuMi8vpjWfGvYVU8nnW1j/UkZr0TMsy2F0kEMNewQnnL9NCeb8JMbMVyO6AxQuDbXr2RB/WGmBLLQ+/86vF7rlFKcXS0zje6Rzg0WGVYJAxzK3ZXYnZKYoXukRW1S6E7UVklbqcqfwi+XaYJpalvRl5QCeQtv047rFVi+UzYYD5sEvkBHsY1HsmAyA+IZGDE8G0c434V1fXowdXQzxFaa254Tsh/HOyS5cZBMMo0SaZJckgKM7ClmUuSQpIpUzlShIxEyEjMnfLjS50RFH3CokeQlGJ7z86t4M4qob6fgAGBzAk8RehB4EvCQKKQDFOPQR4wzCOGqsGQOQZiF0NxMUOxwJBtxHHJzuK4GFH3hjS8EfUgoxEqK45L6oGmFkDsK3zPsxnfEdJvmZxkabOSfY/Y9whCjzjwTRTEZvdA6f5+mH7ghTBueAGn1uTOmRHitcpRRUKe9inSPirrk2cDimxghHcruBtRfmRE+XJbPqLIhlWWm8pHqHwEw22U703EdtozuVGGaK/J0DtA17uErryYnthPV++hpxfoFLMkKqKfQj/VHJwYUKck9K3AXhcsNAV7rcC+py2phwKlbSfOsrsh1lWBKaBrm91XFtaVsnW2iePKLoxKgcLsLLcrbQo2euJ61bx6PHN9pZQ9vqzUmcGqTF6jXdZmvdMbsdpXrCcx3WJmYkDPOTuN8fTIZJRziBlvjVY4pB3ltGo+UW0O0TiADB6HHwSEYUwQBtSDgHotqITy0D9/3P5KK3KlyHReOclTlTPKUxZHHQ71V1gcrbOUdFgZdVhNu6wlPdZOMPMt9kIjjMdtFqLWVPbbfNQisDErgfQIZUDNM+7ymh8ZwVwGhJ7/iGmZd5wYWpsams4TyBN0nqLzBNnchYxb5/r2HlHs3r2bd7/73fzCL/wCt9xyC9deey2/8Ru/wfd93/fteM6TnvQkPvrRj/KLv/iLfPu3fztaa6644gp+8Ad/8JiP1ev1eMpTnjK17ZJLLuHee+/l/e9/Pz//8z/P1VdfzeMf/3huueUWnvOc51THtdttPvjBD/IzP/MzPPnJT+aaa67hjW98Iz/yIz9S5aQfOHCAj33sY9x44408//nPJ0kSLrnkEl7wghdMjK3heDRzpgxJ55pBovmdj0DS30Pg5SaeQ2g8ofGlwpcaTyh8oZHa9h7VJqLDRyC16W3qS3O89LSJH/EUwlNI3wzWKbxxJIcEhJaQhUgRWGONQFDYGDllBx0XRpjzjGDlleYZoW3vVdPLFIwLt1CKYSHo5QI9SE0PXx2SK0mBh1YhCHPnWviMspCkCBjmPqNMMsqlFcVl5RQfpDBMT17mrQXQiISdzHIzNsv1EFPnCsbmoMrjg01c0ZvE8Yn91XybutV2Av4WyfpYx+jtztE7nje+DTtuke15qbQV1Uuh3UaOFBqKYrytFNmnBHk1PjYvxtvK4/JtxHuzPD42V9P3qzXk9p4STP3k8HoBD5r9UmBNPwF7WyH7ZiSX7NrLfEMSyBxfmFhQtIlrTW09TKmMPE8YjlYYDJYYjZYYDpbpDxYZDI6SJBukaYc07bC2/h9Tr5uUAfXaHmrxfmrRBdTCS2hEl1OPLqW+0KS1N8APfdABgzWTrd5bMY1Y0isngfC0GTBXFiiRkBWrpMUSSbpEViyR5IukxSJZsYKuRPHUCudmGaHxZEwt2k8U7iEO9xAFe4iCXYT+Ar6cxWTsm1glqX2kFyClGcNNCh/p+QjhI6VvI5nKN8j4raqVuee4bTLkpxzmp6EVpINVOke/QPfol0wsy8rXybar5woJtQvp1Z7KqncVq+IK1os9rKcxnXWfzQa8krmGYM+EWL7QZMJZbt6PYPQPhCDyYS4QxKHAtzEsgX9+GZvOFVprcl2wnvS5p3eU+3pHua+3xAP9ZQ4OljkyXGNUHD9//mTxhCSwAnfZE9nMvWo9sOuB9IlkQOB5BMIn9DZtl77JEZcBoTVlhV5AWA3GbOK1PCkfEZEq5xKhNwcuOuh0OszMzLCxsUG73T5rj5MrzdePKAapzU4zxojKxYwuECiby2ZEsiwvyHJNUmiSVJHmijTTjDLFKIckF0Z8LwX4QlZCfFp4pKrM235oCUVixPEgoR7kNEJNPRJWGNfUAkUtEHieRIsQ6YUIz/wg+lYc9z3PCvg+ke8RBNuL448UF/HDgTMhxBsxvW+E+GxAUc5LIb4YTQnxpfhe5MOx8H6CJLToigvoigPVvCcuoCMuYCh2H/8CjxCEzmnpg7Q5yIy3Rjvo0w4zmnVJLW4jGxdAOEcYBARhTBiG1EITvxKFPmEYEvryvBDKc1UYJ7mecJKrnEE+4tBgjSOD1SrvbTkpBXIzcnimtg5ou5lWUGNX1GZhQiSfi5rMBA1mwrppfUegha6y3nzhEUiPpl+jEUREMqwc5q5Acn6gtQaVo/MUrIBdzie36TxFZyPIRnY9gSyplnVmRfAircRwsz+121KzrUjReWbnqbE4bUPju15H7enHFmpPh2OVb0ajEffccw+XXXbZ1OCWjnPHe9/7Xl72spexsbFBrbZNbz3HQ4r7jBgeinrSSk9x4/9veMauJ4WJ0QiqaA3wvXG0RpmbPY7gMJEcUpbZ2kbA94S2cR1m8qygL9AoVBXDaOzvAD5KBaTKZ5hJktxjmAmSXDLMJKMM4xRPYZBqBqcQmV4PtwrjjUjQtMulOB5ZQbAUkws7IKOeqDNNR1laNgnlk2xbAtzsNBdbj6uc49uJ8DDlPJ96rOpaNntcm0xxIUGrAlQK0keIwCaam3pvOYilsqcqa2gpDS5V9ru9crlulsdivT7usePGBpvuiU3IMA0QAopCocCKnFRCfqY0630TV7ncUyx2NKMdNLtWjOlN2xLsm5VcOCfZ14Y4lOZ9LBIkGYWNY02zPllm3OtaZSRJj8HwqBHYh8sMhkv0+0cZDBZtD+Pt/7BROEcc7acWXEAtvIh6dCnN+qXU67vRjOgNH6Q/uNcM5jk6xDA9SpIeJSvWd7imwZN14nAfcbjPiuS7CYNdRP4ufK9lG65MFK30PHw/wvdipO/j+4Ed18rDCwLTW16a3uCTQ4qNl8ve3hP75OkL5tmoQ/foF+ksfone0lfoL3+NpH9029dxFD+e9fhprHpXmezyfBfrSUSht28Mr4dYU5dgT9u4zOfq5ubzwjTUYHvX+9LklJe55YHHRBTLo1sfyVVBauuID/SXuK+3ZIXyJQ7awTSPFcUpEMxHTeajViVah1bEDmUpavsTonhgehxPCNuRDEz0id3nS79KPvCFiTuRQuIJmwBhB9kUZYKCHZRZlsuYyF+JGCcobN6GrCJ4pBDOuHUMTrR845zo5xBfCg7MSXKlrdPUOFHHrdqyat0uf/hlCJHW1CvXqykImFZ2k7WuKYVMbbopohC6QOgcjRHi00yT5AVpWpDkmrSAtLACfCEq97sR5BmL8conU4H1axhxvOGXrvGCRohxjweFEcdDTT0Az/PRIkTLGCl9EBJPevi+RHo+gScJfI8o9OzgFGUu3TiPzpeuW9H5xrlxxJvMfl0YJ3xRJBRpjyIdkGelAN9HpQPrih+SZyPybEQtG9HKhxTZ11D5F9DFELIhoMiJjHO9EtkvNHMuoCf2ocX461LYCBvB2MEkGA88ZN6latP2yeMntukTOGbq2nqHx5w41lqF7LBONGSXdtCjHaW0IkG93sSr74VwP0FwMUEYEUYRtTCgFgVEYUAUhmYAGVvBPBcNU1rrKl6lyiNXBWmR082GtsCzVrnIV5Iu66lxka+nPdRx2ogFMBs22RW3jVAetZiLmsyGTWZDM0CKJzxU9TcVBJVI7lPzQ+qecZT7lWPA7HNi+dlBFxl6sI7qr6EGa2g7V70VVH8VPdxAZ6MJITytRG6dZ2PBvMhM7fm8QIDng/TR6ny5J8e54D3veQ+XX345F1xwAZ///Oe58cYbeclLXuIEdMejjmYk+In/FPKNe3LAjCOal65dYeaZMlOuNFk5EHoOWWHqNVk+FjuVNvWZJIezYSYaC/RGqAo8E6HXTzTD45oXt5ZVGjsJ4/F4vR5C7AObhPGyV2P5PEsBsVCmHuVLqriG0JfbZ4JbgVGXA2xW9UpMmdxmeI8VZduQoJUxyeQjVJHaeUKRm2VtRV1lf5eLIkXnI1SRofKEojDbVZGgcjMmlypSa7yZWC4yWxcw202doHyhBdKP8PwaMojx7Fhh47GbmvihidbxqnkTGTbxgqZZDpp4URPPjwCJLg0TbBXTp5arfXpi4MyJ7YDWcuocpXR1blrAKLXv4VzTS0yD0mrfjAO12FFsDKE7gu5Icc8SmE8HRD7sagp2tyV7Z3wumA24aL5BPZKEdUHTB0mGVmklrhfFiDTtkedDlMrJsiGj0Qr9wVFGQ+NiHwxNNEyW9UnSVZJ0lQ2mBzaVIkDpY7/Rfb9JPd5LLd5DHO0ijncRRfPUogU8v47nGU1ASh/PC/DDGkFQw/dCPD/EkwGeFcyNQH7uNIE87dNbupPO0S/RXbyT/srXGHUOsvmznBOxHj2F9fCprMnHscaFrGezjIoAtmkj9KXJLC8F890t0zM69AW5Mu8LI+Waz7svBO3YiOVRMOEuf5QO8jkZz5kUGUeH69zbO8q9vUUe6C9zZLjK0eE6q0nX9AbfgXZQZ3c8U/Uy3h3PsL8+x/54nlZYoxXUCKRvBGnkuAeSFbBLoXvzNmlbAeXEMaXQ/UhDF5mpj6VDdNpHJ310OjDryQCd2eV0COkAlY0gHZhzsiE6tQamcspHkKe0fui3CC95yvFv4CzjRPRzTLs20Qx/DJTWlWA+GfOgtG1FL7OPlay2l13KylbuQpmuajHj6IixEK8oitLxbnL6UFaQVwqEEeLRKaicNMsRusAPfBABSkRmBHvpIYWH55uReD3Px/c9It+O4OxvL4479/ijl4dUiK8yK60TvsjJsowkHZIkfbLRgDQZkGYj0lGXIvscKv9XimxoLSQSIW0eUTlHYi0PZrLrulr2QEhkdZw3cawHQqCFRFTHCrtdmj6RW84TE9cNqusIOX58UbUwj1udwygiDCJqUUAc+URhSBgYwfxcCuVgvn/KgVDK/Lj1pM99vaMcGa6znHRYHnVYS7usJX3W0h7dbHDcbsyekMxHrcpJvitqMR+1JrLgaiCg0GORvOzCFkif2Auo29gV093NnxLKHaePLjLUYN2I4f3VsTBuRfFJoVwPNtBJ7+zciPTB8xF2jhdML3s+QtowTD9AeIFxu3mT20JEdXxo5n4A1XIIfmiOC2JEEIIXmW3SfIZle+/ZeX6OhwVHjhzhjW98I0eOHGH//v38wA/8AL/6q796rm/L4XjIiQLBky/1iDFfz1VMhHWXVnnnk/Nq2XqVJwZPN6K63rKc2eV0y7K2gjykhT02n17OJ9o8y2sZtpZOhNhZGJ90jTciQRwa+3IVNaLG9Tp7NcDsG2VUYzsFnnmMwDe5xpvFcSk0khwpFFrlaFWg8oR0sEo6WGTQXyLtL5EOVowZpRKorVhdpDbKMbNidrmcTfUyPfmQmTONHvdUPfHOqtsiZIDnxxNifB1pBXk/aBihPajjhw28oIkfNfGChhHpo5YV7Ft4UaOqJ4vjuECVsuY22yA0SCWDxCznBQwzPSWsL3U0yz0TB3twXXNwvaAU1j0J8w0T97G3Ldk/I7l4IWa2USf0BVEEzRYI1FhYV2aepda9rjKKPCFJOwwGiwyHi3Zg0yUz0OlgqRLQw7BFvb6Hen0PtXiBWm2BOJ4lincRBHWk8JCyFMpjgqCO79dM9IoM8LwQzwuQMjjGK/TQovIR3eW76Bz5Ir2lr9BbvotR5wG0yqtjNIIuB1gPnsRa+GTW5BWsq/108yYaAdv0MCmjWMqxuRaa0IoFhZrOLRf2+vUA6k1B5Av7GTeNYY+mQT7L3sdpNY5VzlrS5e7uUe7vL3J4sMqR4RpHhyamM5v4G20mkgF7a7PsiWeq3sa7ojZ7a7PMhA1CGdAKYup+bHsTh4+oHsVaa2MysoK1mQ/NPLHCdzpApwNIhyg719lwLI5nIyjXqymBfGRGCj4b9z3aOCvXPVmcCvAwQdqS4c4f2xP/AlU2U3lSiFfam1jfur8oJgT5iQJdYL/AI3/aPT4dr/Lo+XJ3nBvOjhBfkBeKLCvICkVeqAmReXpedQ0c39C2c8EOx1Vi99Sz2rQ4fQ3soFmbP/tb7tG2dJc55eeysUppNSWUJ0XGWtrjnu5Rmzm3UhV+lpON4zrJA+mzuxLITS65ySRvMhvUaQQxyo6CrrXJa5zMfIu9kNgPqHnROHvO8wmEEcpdw97Jo4sM1V9DD6wo3l8zzvHeCqq/Ml4fmLlO+qfwKAIRNcwUNxFRC1FrIeM2Im4ZUdovhetSrA4RQQR+jPADhF+DMEJ4ESIwIrbpvlGOEm2jz0TpENnSH9gegz2mPH763PHx0r2fHMflda97Ha973evO9W04HOcFkoxIPEieS4rcRwnf9IStDAXGXKCrwZbMeE1GrBRTedoCXTmsYxvbUA5MemxBfvttJdmE2Ll52feMo750jWvNVAb3eK5t/IcgLSAfiSp73RMQBRBIM/D9pBnJPB8rjOscQWHNIzlFNiTpLDHqL5L2l0kHS2SDFbLROtlogzzZIBt1KNIeZ1P0FtI3EZ3SND5LaRql5eS6bZCW0jRkT07jbQHSmzw2sNf2EdLEgJrJR6uCPBtSZAOUjX4s8mRqrqwbXhUj44DPzXzzeE1aZeRpBmn3dF+JsRBvnfEyqFuHfAM/bOKFdYJ4lqC+QFjfRVTfRbOxm9n2DEJ6ZMozDTm5ZpRJBqnpWWEafDRrfcXqAFa6miUbB5PmsNTVLHU1Xzk0bvWZqU3EwcxILlqQ7GkFxGFE6AnqEfgtYcZ5Upl1rVtxPRuSZX3yfITSGWnaJ0nWCYMmflAzQrkXWOd4jTCo43k2o1yWInmIPA/FSFWk9Fe/QffoF+gu3Ul38asMN+4z8XyWETOsiSexHjyBVf8a1sVlbKjd5NrKapt028kolt0tM83WTexGpsrPv/k8K21il2YDQRxMi+WPhtzyQiuyIifTOWlR2HlGJxtwb2+RQ/1VDls3+eJonaVRh/4xYl09Idkdz7A3nmV3XNYTWyzEbWaDOqEfEAqfuh/RDOIqJzz2QkIbs/JwQmuNHnVRnaOo7hLFxlFU5whq4wiqs4jqLhnjko2pfEgaPG1WkqmXhROGogDhRxN1trBaNsdE4zqcHxnzUVjH3//Es3/PJ4AT0R+FSCl2GtfTcmJfGEaUenh9uTgcO7GdEO8DsetFf9IUWpEWGYnKrViesjrq8o3eUR4cLHOwb2JYjo7WWR510Tv8iMdewO54ll1Ry0SuxDMshE1mwiYzYZ2aF5JrRaGL6gr+RC556AXUvYiaH04N1FIO0OIy4Y6PztOxG7y/OuEaX0H1Jp3i6+jBmnEsnCxCIsK6FcSbiLiFiK0oXjOTbMwjmvPI5m5kY9YUvipronWQ23VxHlbMHA6Hw3HiZEmHz/zZi4zgWoqOvhEhpZ2EX0P6dWTQQAYNRNBE+g1E2ERSQ4hyZMAAIQO07SWotWcmIVBm+FCUNgJ8KchXRiIw0RwTkRxVbEeZfw2YnmwQhGbjZCZ2mkFSOsYnxPEwMGak0BfTRiShjDBOgcTEcSplpiLtknSP0u8vGWF8uEo2XCdLNsgnxHGVn0yevMCP2wTRDH48gx+1kX68RdSeXEd6eF4AMqicxeZ32YijZjmwEZ7Y3pZlw7JtVLYNGQiTdY30TJav/R0vB4s0jdCmvCZsT04xdR27v2rQtvGmWoGa6GFdRUNas4wysZBK5WDn5jht42WGZgwmGw1Z5ANUVgrvpSA/FuIrMb5IUNmoGsepfNcoO77TyQ5NKKSPH7Xx4xmCaJagNkdYnyeoLRBG88h4AcLd7FtYYLRrjlT5FIWJOeoMNSt9zWpfs9w1cTDdEWwMYWOouHsRStd6LYCFpnFF75uRHJgVXLQgqAW+ERsDiOOxGUepfCIWJgV0JZKXzvLjue4fKsq/uVI5KuuTDTeqz0w6XKW3fBfdpa8yXPtG9dnJCdkQl7Im/jPr/uNY85/IGhcz0s3xhSd6o/hSs6sp2DMj2dOW7G4J5htmMM9CC/JCoxlrMFIIZmtQD6WNVxJWLD+3hqezyeZxrFKVk6uCQT6in6ccGa5xuDJUbbA0MtN62jum3DsXNtlXm2NvbZbd8QzzUYv5sMlM2MCT0hilhE/shzSDWhXFWU7eefI+PRZaFej+KkVnEdVdnBDIj6K6ViDvLkOenPzFpb+lx2wlblfCdil4R2Y5iMbLfoQIyu2xFbxriKBm9nk+SGl+k+VE7/myQbz6/habtk18r5ff9X505l/cU8CJ6I5T5pH6Be9wOE6MsktdWmSMVEaSZywnG9zTPcqDg5UpsXw16e5YAKp7ERc0FrigvsCB+gL763PsiWdoeDEFygwAqkELjUQSeOPBOxt+ZBwDXmBHKjcjlgee/7AoFJ1rdJ5SrD5AsXwv+fK9FMvfQK08MHaKn6ooHjWMIB41EXETWTMucVFrI2sziMYCsjmPbO5C1DeJ4p5vl21hy/0dHQ6H41FFnnTJRmunfL6QvhXeazaOwzqAJ5ZlUMMPGvhhHS9s4NmMbBm08Py6iemSxkWN8FBlDF/pgBeTTvgycs+revNqrcdRKiikKJAYx3gpjmuVo4qUrLdK0luk37fC+Gid3LrGjdjXIU87Ni7lxF8DP54lsMJ4NYUtvNBkgwdRGz9sIqQcC+bCs8vTorYRq8t9ckoYL5enRG4hrUi+WeQWW0Tv84Vxr9QJ4V0Vxuxh4yLHkZETsZE7CPK6KEwmfDZAZQOKbESeW4d8ZvPis7Hwnmc9irRHnvTI067JkVe5bSxZ3S5GewohPLyohRfN4IVztOI5msECFwXzMDOP2r1AIvewrnazljRZ6UuWuiYWZpjBg2uaB9fGcTC+hPmmcU/vbUsOzEgu2iWYrZuyeOjXCMPaSY9ZpsvM+Kqhiu3XMY1ZVX58UVAUqflspB3zuUg2KNIOxahLnnYpNk0q65spH6DzIWwaOLWKYpGXsyaexnrwGNbk4+iytxoDzh5YLczWsDEsHntmJLua0IwFSgmywjjLYRxX2wihFpjc8vEgn4+sKJZjjWM1LFKGRcKoyFhNOhwdbrCSdCqRfHlkYjuzHQe1hZoXsr8+z77aHPtqczaqs8Vc2JwYNFNWA3pOR7EYsfx8jeLUeWpF8EVUZ5Fi4wiqc5Ri4yi6FMj7qycekRLWTV2rNmOMR/U5ZGPeTM0FiBpG5A7riKBueuhKb0rQZtN3+WZhe/J7fNtzHuGcn+8kh8PhcJw35KogUZmJYikyhkXC8rBTOcsPDVaNWD5cZy3dObO66cdcUF/ggoYRy/fVjFhe9yIyXZDbAVs9MR7pvOZH1L2oGvHcDd558mitjXth5T7ypW9QLN1DsXwvxer9qI0jxx9gc1IUj5tjl3glircRrd3I+jyyvcu4x71wk1N8YvlRULhyOBwOx6kTNfbwTS+8nY3DnwFt8ppV5Qq2UzqoBpOfXAeNVjl50oXk1GI4hPQroX1KhA9ipF+vBqr0gwYyrJtIjqiBF7QIojZeWAetSYbLDHtLZMM1stEq+WjDRqoYUTxPOuRJb4uwdyykHxPEs0Ygj9r4UQs/apv87TKTO5rBC2ITWyP8CWe3b2JFvAjpR9vGqJiolEdn+WqqVyqnl8s9FRNZCu9T4zZtI8gXuR2QNbEC+5As2SAbrRnBeNQhT3tWLB6L7XnSReVDE0VpG2Dgvu2fIzAHzCG5PGhBMEsR72Hdezzr8grW9IWsFrtZTmbIlcdiR7PY0Xz5oKrOn6kLdjUFe9smDubCeUk9grwwYwXkEzGwuR2TrdBmOcsVKh+RJQPyfECRGtd+no9QeUqR24FPc9sDo8j//+z9eawt2VnfD3/WUMOeznjv7dkDtiEYQ4KTEEPCGxmIBxCYICUgMMEJoxSwgAgRQCJxTIR/gAS2E7UipTEm2IKXYKwEWYREL+MvsSARTggJCNvtnu90hn32VMMa3j/Wqtq1z3SHvt23272fq7o17trjqVrrs77P98E6h3NRTe4FTigcGo/GoXGkOO7B8UC0fVJxu+oco3Fadx6b4ITGkOHO+K57iePiEC5tSu7Z0FzYEGz3g2LW2FCnQIhgv0S0YtnuC/JUkKhYD059dljbHleRN57kha0oTE3hKkpTcb2ccC3WsdovQy2rw2rKQTXloJyeW9BTC8U9va0WlN/b2+ZivsFONiKXCbW3uOAyT6pOt2LJVEImkxdMX8OVs2ilcjWC8WitMr4cwfk1/OJmfb5F6Hv1N5H9CMf728jhDmKwg9y8F7V5L7K3Ees2xWyszvILbeDyxRpriL6OdbxIwnmHjdPx+89xO4zTbk8njjn1HnZy48087maev8l7FTSVqpvK1SerVXPsmHU8P2GcpbA1VfQsX9iKq4sDHp1c5cn5Hk/P97iyOOTK4pBxfbaX9UbSj6ryHR4Y7HJvHmB5plJMhOXhd9AoBjQ7ybBVDGQyIVX6BdUIejGEtzV2/wnM9UdxVz8VlOV7j+H2nzjfe1xnyI1LyI17UFv3o7buR2zcgxztIgcBikull8pw1anyJtbe8XcirDNYb0hktv4817GOdbzkQ6qE4e5rQsHKuoiw0eMJmWmx2h7EWauII94LbdkWl7R144u9CKrfeh6Wq9kxID8LheQbCF9NbtsLW8jgzX0rnrMqHQZP7HyroxwfLQtURu9sGdPZhYj342iHIiMYlzpv/cO7gLzZto7nJ1aB/K1HA+FdVLkvLWhsq3oP/u4VzlYtcLeLJoMheN7X1QRbTjBVo3KfYOsZ4KAeQz1G8Ri7/BG7ned3SCbiAfbFazgQr2ZffT774tUUbHI49xzOPZ/s2MHcWmhgI043GbEMwnMRSnh2h45LQ7i0qbhnQ7EzUmQajBNYGy46DX/UUjDKoZfK6FkevMu1enG2325GRV47S2mroBovj9gvAxg/jJB8v5xwUM3OtOhsQgvFhVjI897eNvf1d7ivt83FfJONpI/xjtoZjDd4IBWhn/hCs2Lx3ocaT0fBTsUeXQ3WKkeXg9XKNNqr3GxGr9RBhNTfQva3kP1txGAbOdhFji4gt+5Hji4h0zzAcKlD5m7snwn1winG+1KI9Z10Heu4S+FjwUPjbOvrbFyYN9tLVzOpF1wvjzgopoyrGZUPFUv86sluCpx3n/v0HWc/7tTz+9Pg+dk3TylkLOwoSaQOPmVCoaO6WAsV1pUmEbIt8qhlsO6QyOjpL1FCIkQoGqKERMa0URFhfIDyHVC/Au5PB/ndY+GzF+TXrVe5oXI1M1NwZXHIo5MrPDW/zjPzoCq/UhxyVJ99899KB60FywP9Xe7rbXMh3yBTSWiEeQMItJBRRZ6wmwwZ6B6Z0mQqIZXJi7J4y92KptFmrn0K26jK9x7D7j2OO7pyjqpchIbZxqWoVLgPuf0g6p5Xo7buRyZ58LpL8nVD7A6GdXULyG3jaRuXa1tS25LSLCjqKYt6wit2vpBLG6+42y97HetYxzrueqikx8Y9X9gWe196XJ+m4LUBuLfAMU7eh2Nx4DrqXxwtie/AeGggfBEhfFNssgge2a1P9iJ6Zh+H8KHN5F2sLihk8BrvbXU8x0fRVmUY4Hg6QKeD4BcbHyObQWupomo8D5BcnVOIc92O+qyKBsKrmxz4aCF7A96taQvNemeiur1qvdxby6DWTz+A9rqcUkeV+1Z1wGb927yS/1/LyhfssC9ezb58TQvYj8SDNIRZeBM9/ZvJIppl31gaRc9/4ZHChwK5ItQNkCL0v6QUSClRUiClQimJlAlK6+C7LkU4HsI+IVFKoKRsHxeWQUmJUAKFjOcJj1FCIpVkmHV8y30QdjXe5KMc+qloC/umKqjLX0x/bzejIm+EVNeLI/bLIw7KWYDkUUW+X045vAlIngjFbr4RCnlmm7Gm1QYXsjANk17gHD68htoFWC6R1N6SyYTdbPiCsGJxxQS3/yT24Mlgfbn/OHb/Sdz4Gdz0Olhz45MAJHmwV+lvIXtbiOE2sr+DGO2iRvcgt+4N9pYqFFymC8aVXqvHX4CxhujrWMcdihaKnwLDGwV5aWsKW4cUp2LCuJozrmeMqzlH9ZxJvWBqCqb1gqlZMK0LKneTF+jP8ggAPkB4JeM8AnQtz1iOwF41j0HFAiN6WYAywnstI8CXEi0i1I9TKgLwD+dWaCHic2i0EMgI/MM2hRYSJQRSBMmEEKwAfAiNhe72Jpojmk0R4zcrnW1xOR64+v/yHAIRCn26mmlV8Mxin8en14INy2Kfq1FZPj2nuvlOOmwtWB7s73JPb4sL+SaJ1NTOYL3D40njgEemEnazDfq6UQtoMpmSyLVq+WbD2zrA8aufwlyP9it7T+AObkJVPrwQYfl9qK37kDsPoi5+Dqq/jUhiARidhYIx67jl8N7jIgg/HY4XzMoxR+Ues/KQRTVmXo2ZVUcUZkpRx8nMIjyf4uLg6Df8lR9eQ/R1rGMd64ghVfqs1Kcn7TNOwvimmOQJGG/DfGnJ4TkVxgcpfDyHayGl1AlK95YARIglHBc6WsbkyCRHqjRC8SQUU12B42uAso4bR+tdz43/ZEKhzVVV+3LgyeJMFRXuwVKmXByxmB9Rzo8oyyO2FlMeKq/i6k/h6wmuXoDMECpD6D6oPsS5Vz2EGoR1PUToISRDEL1QYDD207xUSCFbC0AhFDR9J6FOeu6jog2zCr2eY90LcdqyoNN/Wj26l0B/sOpbnipu2e/9+Y6bVZFbbylMxbUozDuopxyWUw6qoCTfKyeMq9kNc2cSqbmYbazC8XwzQPNo0enwGGcwrVgwZBDV3jCp523feysdMEp6d82KxXsXrFUOnsLsP4bbC5DcHj6NO3waX9woE0kEu8uoHhf9LeQgWKuo0UXE5r2ojXuR/c1Y76mjHl9nBr2oY/3NrWMdZ0QXih+H4daF7VVU9M5MwX454bCcMa5nHNVzxtWCST0PQLwuAhQ3BdO6uOEo7vFIpGYz6bOR9snk7alEz7sh3c6tSpzzqNOeynviTdXGgYbOPKrxu9uOe6Y576i8o8LcXubgXQhJAOxBKR+WpWiU9M16d1m0ljbdx6lz9rWPp/scy3MC7JeT1oZlbs+u2n0h2wiq8sEOD/R2uacfCrdoqahsVHQJHzzJhSZVmot5hOUyJVNBbZ6q9a3lZsNOr2OvfhJ79dOYvaYB98RNqMo3kcOLS1i+fR9y+6GgLs+HAZAneahirta2ODcTp8HxMNVUZsF4cY2j4jqTcp95dci8GjOvj1hUE4p6wiJC8aKeYlx1y8+vZUZtb/1x63j28Tu/8zu88Y1v5ODggK2tref0uYQQ/Pqv/zpf//Vf/5w+zzrWsY4GsD07D4hgq9EF7h2IfhzGO4fHRRWwQ+q0Y6ty3GLlpek7vo67H0JIxE0OUHnvV7M7Img3xlAZS1HVlJXFGBsGhlSCUAGICyHborTL9abQrELKsA6nw+0l/F5KhcSxneL48lnbTj1vmCnx4rBi8d5TupqFCXB8XM2ZmaLtRy9MyUEZvMf3q5DB3niR75WTc604m0il5mK+yW4W1eT5xsr6UOcrffYG0HugsBXGmRaSD3VGrjJ6Oj1R1yppBk2e68+sLjAHT+P2Q9au3X8Cd/BUAOVHV+AGxZpFNkQMd5Gji2HauAe1/QBq6wHk5qVQnLOF48F/fK0ef/bhrQMTCykYh7cerEdspYjk7t8716RjHS+ZOA7FrXPL9Q4Ur6yhshUH1YxxNWNcz8O8WjAxx6B4nBc3uACfFkOds5H22Uj6bMb5RtJnlPQYJD1GOmegc3o6IxEKh28Vvy/2OK67bmxUmn1CiOgB73HOYvBYZ7HeR4V/aCw451orHOvDMab1jrcnrHK6AyLGu3hOF4paxkZAHRsF1rl2uRlAaXzpXfwtNdNZ34nD49qCmS+MEMDFfHNZ4LMXlOW72QglJJWzOO9AQBJV+JlOuZhvMNA5qUxadfkLtcr5Cy1ctcDtPRYtWEJBT7v3eFA5lGcXYkWnS1A+uhhsWLbvR249ECqs58OlqjzJQKVrWH5KNHDcdBTjtS2ZFvtMij2OimtMyv0Ix8fMqyMW9YRFfRSh+IzKLm75eZVM6Ccb9NIN+ukGvWREP92gn2yQJyN6yZAsGdLTAzI9oHYFL9v5wufgE/jsj3e84x188IMfBEBrzUMPPcQ3fMM38K53vYvBYPC8vpbFYsH999+PEIKnnnqKXq/3vD7/OtaxjjsbwVajgfFru7N1vLRCCBFtJVZ/+ynQvzsv6SUT1jsKW7EwJdO6YFzPmZuSveKIT08u89R8j8Nqxn4ZiniOz7HgbCKTSQvGl0ryuJ6Fvl7Tz647fWM8LGxF1YHkmUrYyYbkKg2FPlcguX5e/Mq997j5Afb6Y9j9UAfKHjyFO3gaO34GP9s//wRCBgX5cHeZybtxD3LrftSFl6MGu8HuMk7obA3In2V475eVhuPcG483FkoHpQ1Via3Hm04tQAGqtxn8lO5yrAnIOl6U0RbZdA7LEog3F33rAiitXPB8rr2lqCuO6hmH9TzYp0QLlQDDGyAerFQmpggg8RZCCdmqxTeSQZz32EwHDHXOMOkx1Dl9ndFXGQgijLXgBQjfeoIFuxLZeog3Ct9MBbuMF3N4HzzXA9jyuKg5d97FfQ4Xj3ERWPug68G75TLNeeJJPUsv9+Z/T1RQNOvNcb7j++49/jR1Qjxumfon2rMeHwRw4UWE1+jD+7Ex9dd5h4vvz8X18N6W7981KcCd9bCv+QyW8N51Ppcu2LfnbNvNRtzf3+FSbCAhRPSgC5+BlppUKHo6ZRCLtqTxN5er5EX/m3uuw3uHL2fBJ+8gNN7swVNB7bD/JG5y9RxVOaG6egPKRwGaq+0HEKNLyGyAyEaINI8NuGjHsoblbVhnMK5mUU/Ynz7ZqsUnxR6Tcp9ZedAqxgMcn1CaObdS8A2CciuA8M0Ax5MRvWREngzppUNyPSRPhmS6T6YHaJmEq4LzeAfSgYh15qQTSCeRhUJaELVk4EfonoA1c72teMtb3sIHPvAB6rrm93//9/mO7/gOZrMZDz/88PP6On7t136N173udXjv+chHPsK3fMu3PK/Pv451rGMd61jHOl58UTvD3JQsTMWkXjCuZixsxdPzfT4zvcLj06s8Or3C1WJ85jlylRxTkm9G+5UAzQcqw7KqJDfO4XAsbMnCVm2dslRqerrfFvPUUq2A8uerf+hMEaB4VJLb/Sdw42eCmnx8BeobCF10hhzsIoY7AZSPLqI270Vu3ovcfgCZbyCSLPaxIjBf14e67ViB5MaDdXjj8JWDykIV1OW4VUguAJQMqSFK4FMR1mc1TGvclRny/gFiePftSNcQfR13PbpAfKkq7kDyWKW5diZCcdOqhGd2EXzFq3mwTjFF8BWvC2YRiM/itsVtpMn3VdaqxVvVeFweJj2GKmOQ9BjojFTqVi3uvFsB441Hd9erO42FFTOZtN7bzb7G87vZto6T4SNcb0A50AJ3fwyyB2hPs7QE+eFEK8dERL8E7ivn8isA3h0D2ycGAVwYIvBNFkHnPO0579AAwJnw3wu8COA/NHg0PZUwTHr0YqMoVbr9Ha7jZHjv8KbEjS9j96LC4TCAcnd0BXd0FT8/5Fwoq9KobrgU1A6jS8jNS0FVng2Dp142DIU9dbr0Ll///QNEr/GKo+Ia16ePc336BNenT7A3f4rD+WWOiuvMqsNbPm+eDE8A8TwZRpX4gDyqxDPdJ9V5+D6ar9mBchLhJcpLpFMBjlcSXWiU1Sgn0U4jnER6gfAC6SUyenniZYTowNSgL/Vg5w5+cM8yvPdQn10v4TmLJL/lgaIsy7j33nsB+OZv/mZ++7d/m49+9KM8/PDD/NIv/RI/93M/x5//+Z8zGAz4iq/4Cn7u536OS5cunXm+//pf/yv/9J/+U/7oj/6ICxcu8Hf/7t/lJ3/yJ2+obH/kkUd4+9vfjveeRx555IYQ/amnnuIHf/AH+a3f+i2klPytv/W3eO9738srXvGKW3r/61jHOtaxjnWs48UR3nsKWzGP1iyH1YxZHWxfn5hf4/HpVR6bXuNTk8tMzSokFsCDg4u8ZuM+7u3tBCV5VJS3nuQtILdtJvbcFMxNGet/BRA+SPO2hlUa+4ldUP58fA44g18cYfYfx+09gT14AnsQfMnd+HIo4nkDcaPobYTinIMIyoc7yI17kZv3heV8GKxXdBoyd3UagPm6n3XL4b1v4XgDyr2NkLy0ULswuWjDEut4CyFC5WAtwjkKi18YmNX4SQ3TCj+p8dMaJlWY16vfu3rdLly8+zkwa4h+l6OwFc77jofXsuLF0t5CrBQZbEKs+IOJlW13K5bgO9pmdFWxbrUSc2WDUrw51hFuJuNyCcSnsdDmrFWJF61y/HbU4hLB6BgM3+wA8oHOg41KEmxUlJAdRe+xP+LWe3pZ0DJXoXhirtJ2W1MAs4XkazB+R6JrAXNbpu53MU4bAFiF+6tw/bwBALcC9lfhewPrESF9b9lAWsPyboQR8xo728ftPRbTAJ/CHj4VGm9HV3HTPbhRkV+VxnTA3dCIG+y0CnOxcQmps9CAy4ZRWR5VD8kalgPBe9wW7E2f4tr0cfamT3B99gT786c5nF9hXFyjtucD3UTl9NONCMJHrTo8132yOM+TEbkekCd9pNAIRPDlFBrpQViF8qFwsPIa7TQKja4k0kqEEUgjEE6gvATiMgJvBKKM6YiFxZcGSosvaygsFAa/sLAwoeE4Nzi3HHyRmUY+OHyOP+lbiLpg7yf/1vP+tLs/8geQPjtJfq/Xo66D1VpVVbz73e/m8z7v87h69So/8AM/wDve8Q4+9rGPnfrYP/mTP+HNb34z7373u3nkkUe4du0a3/u938v3fu/38oEPfODM5/zUpz7Ff/tv/42PfOQjeO/5/u//fj796U/zOZ/zOaceP5/PeeMb38iXf/mX83u/93torfmJn/gJ3vKWt/C//tf/Ik3vvtpmHeu4W+G9h7kJbTwpgqmxXC6LF3jBv3WsYx3raMI4G6F5ydQUjMsZCxe4x2dmV3hieo1Hp1f4zPRKsE/pRCI1rxrdy+duPMDnbj7AqzfuI1cpha1aUG69a7PqkyjE00KxkfTJdUJPZcGmU2oSpUlEAOXPNTtq+liuXgT1eAPHY9auG1/GTa7hi6PzTyT1sT7WLnK4gxjdg9q8FPpW2SD0s5Ksk72brgt43mJ41wDypeVKUJLbAMmruM0GNXmrJBcCL4HKhr7O3ODnQUXup3E+CaCcxQ361N3IFGKUQK7C/f8FEOtf1F0M4yx/dvA4s6iQDlCwia6BRLOls/8UgN6F70uovoSNsrs3HtsUdBCI9jcpkCv7m+eU8QxSiPaC23iIN2C8Bc5RhVs5w8wEVfikCgC8WZ8ds0+Z1PPb8hY/TS2+kfTa5ZHu0U9yBlF126iCm9Sl9jP1oKRESYVEBCW4UqvwUSh0rCLezuPy81EcYx2fHfFiHgB4MUarciimwY98/8kAyA+ewh4+g5tcxU2u3zgdUMhOw20b2d+JPnqhErvobyN1GgrKJD1E1g/zNkUwe8kXErOuZl5NuDZ5jGuzx9mbPhlA+expxourTMo93A1qCAzSLUb5BTbyXYbZDsNsh418l1G2Sz/dQMkEKRQIgRIKRYImCSAcjXKqBeDCSWSE4hhQLqjFhQNfeygNLCy+MIjC4osqQnEbIHlhWjBuFuaEYuKmI5GQvbR/G3cy/vAP/5APf/jDfOVXfiUA/+gf/aN23+d8zufwvve9jy/5ki9hOp0yHJ4ctPjpn/5pvvmbv5nv//7vB+A1r3kN73vf+/jbf/tv8/DDD5Pn+anP+/M///O89a1vZXt7GwgWMz//8z/PT/zET5x6/C//8i8jpeTf/tt/27arPvCBD7C1tcXv/M7v8KY3vem2P4N1rONFH6XFPTHFV2YVmsuoZhPEtG8Z1lVQuAkp2/2iOVYSIbxYQvnO8t0WIa1jHev47IrS1ixMydyWHFULJvWc0tZcK8Z8ZnqVJ2bX+PT0Ck/Nrp/IYx3qnM/dfIDP3XiAz9t8gFcM7wGC+LKwdci0r0tylbQ2sXereKf3DkwVIPnhFezhk0tIPr4c+1h7+PnBjdXk6QA5uoAYXkAOtkO/ahS8ysXwIjL2p4IYqbdUkzfq8vV1/KbCu1U/8taTvIHkdQeS286vs3axzxMFQbMaPzcRkkc4Pq0bn9sbhxIwTBCjFDFMYJTAQOGGCgYSO5C4vsDqULjbHZSM7kueZanwOxNriH4X4//76d/n6aeeQXjQWq02AoVAqNDo80IgZKNI7yjOfQDaQWgawHgXvR9Xpwds56PafbWII76pZB22S0RwIwHwIkI/H15XfFzlDNO6ZB6heFcpPqmX060Wwgyjpr0OGB+E9WMFOIdJTk+lSCGXxSTdUtXeKHBXPcYFqUrJZBI9n3UcqT3dRmUNxtexjhdHeFvj6yL44+09gT2MSvLDZ6LK4fqNVQ4cSwfsbwdIPtiJoPwCMklBJQGKpzky7ce0wFB0Sai4/yXckDO24nBxlWvTx4LlyvQJ9mZPsT9/hvHiKvP6bC9HACkUG9kFRukuG9kuw2Q7LCcX2Mx2SdUAhSLRGYnMyFQvgHKVoIRCohEGRC2QNqQceuOC+ntWBwV4VIUHEB4ajb4wuCa1MG67rZAC+hrR09DTiP5yLnq6sy+J+xQiUbiDAvWKjdt7zucqkjyowu/C895q/MZv/AbD4RBjDHVd87a3vY33v//9APzxH/8x//yf/3M+8YlPsL+/j3OhI/f444/z2te+9sS5/sf/+B988pOf5EMf+lC7zfsgDnj00Uf5/M///BOPsdbywQ9+kPe+973ttre//e38wA/8AO9617tQ6mSzv3me0Wi0sr0oCj71qU/d8mewjnV8toWvLaKfhP5J42nXKN9cTCmPRe+ajrvzZ/Q7WmBOozJahepadOYSoeXyMd3juor47vpaHb+Om4yzrEy9By1lsF8U6nlRCq/j2YfzjoWtWJiKuSkYVzNmpmRuKi7P93l8do3HZlf59OQye+XkxOPvybciNL+fz918gPt6O9TeUkZofr04QktJplIu9TbZSPr0dMZAZ8+55Yp3JirJC9zh5Y4I6Snc+EqbrXszkBypgtXKYAcx2A4+5f1t5GA7wPN8FLzIdYrIhsis31qvLFXlLwSE+vyE95173cpyZ37sGN/eJ8E7F6xUGhju/PK+aVxUnPtguTKvoZMp62d1UJLPlgpyqlsQCg108C4fahgl+IGCoWrBuBsIXOYx3mBchbEV1i/w3mNcxcJOWZgJ5f6Mws4pzIyynPH/mX8b926Obvz8z3GsIfpdjA/86X/igMVLQok61HlHJb4Kw4+ryFOp28bFaXA84PyA5ktnWh/xTGdRNR4KIjZpTAkSHT1rNQLpRbiANAMWnfm6obKOdbwwwzuDNxXu6Fos3vkkdv8p7DgUlXGTa6EC+40acEkevfJ2l0rywXYsNrODSIcIpQMIT/vRPy/C8abQjEraRpxvGjZNY8Z4qEx4Gd2O/M2MJZ7V8T9x3O2d66ZO7zsLvrPufVT0h9XKLNifPcX1+ZPszZ/ioHiGw8UVxtV1pvUB1lVIr5BeRh9whfSCDd9nyw/J6DESO4zkFkM2GYgNBnHeFyP0QiG8jApyFTzECddxQfAXj9WZwc2XDUjn8WVMIywNpgPLb3E8dxldEN6F4Mfmop9AT0MqT72X+OPwp2no1tFH8DZF7M9lCCGeta3K8xVvfOMbefjhh0mShPvvv58kCUWhZrMZb3rTm3jTm97EL/3SL3Hx4kUef/xx3vzmN1NVp9dKcc7x3d/93bzzne88se9lL3vZqY/5T//pP/HUU0/xjd/4jSvbrbX81m/9Fm9961tPfZ6/+lf/6gqsb+LixYs3fM/rWMdna/iFofxX/xOMD9fZXCFSFTJ2UonIFKRhEmnI5Gn2i1Qi1EkRjD8NRDTrtYMq3uPitrYujWD1/tGoiRpo3oHorepdyQ6gjw9q4H3nHKKB+cfPTecxzVr38bDaf7zJc3Cjcxw/tn3dpzxX8/pf4nGj2l43sjJ1sc5X7U20AFWt+EtLRSY1ucrIVRJrG0l0VBk3oH0t+np+o3YmAHNbMqkWHNUzClszMwVPzK7zxPQan5kGaD635cpjJYKXDy/xuZsP8HkbD/CazQfYTPpUzlDYmtJWXCkOSKQmVyn39XYYpaH+Wi5TtBNQOvzU4ssSW89ZvVB0VgWn7Fv9m/XOgLN4U+Cmz+COLuMml7GTZ/DT4EfuFnv44vDGfSyhAhjvxT5WvoXsbSPyTURvJ0BynQR7FamCtWXWR+hQD4okRcgEdEeMJAAnoCa0l3Gd93cr17K4IM44vnvILVzXWtDtO/cPd8q2ziDwqaDbNaCbAL0dJ+9TPtzDXEdBHrzJl/Yrvlm2HuE83vh47vgctcPPOjYrsxpmt2CtkkoYpYihxg80DBVuIHFDheuDGwhM7jDCYlxFZQsW5hpzO2FhJ8zrCWUxo5jNKd2Mws4o3JzCzSj9nIWbUvqzM8NfV72Je3nNzb/e5yjWEP0uxod+7ytJSxj3DON+zbhXc9gL84NezWGv4jCvmCbhhx2UFce8kiGorkWYe0FnWh7ngqQ89tE788aP+ZhHc3t+37ovt8cGlbcnkXoFjB/3F2+2jZLe0lvcNV7pttPYCKUXBXBUz08U4MwbOC40qVBor9ARjHfhuPBA5fG16/g4mc5FyOOdx8QqwKIB5x31P1pAoiCJChQllqmgXeC+hu7rWMcdjdYzr5zi9p7A7D+G238y+uU9g5tcC4VlzA0KBEfPPBG98mR/O6gd+tvI4S7kI6RO8FIjdA+hot2K0CCS0HgTGiFU6EQ3I/YVwQ/O1mCr2GDx7bWlaSStdNKPQ9vjHfGbjc7j2orn3QZU9Kprt3UqovvmWnhsvnr80vfOd96Xdw7nbCis6uJ104XXIr1kB8kOfeA1cbqTYeN0usXXbfPmTK2qwo8pxZfzqBLPVKss9Me+61UgHrcXBhbHlJDN99dCF1ZVkFH5KAY62Lqs47ZiMBjw6le/+sT2P/uzP+P69eu85z3v4aGHHgLgv//3/37uuV7/+tfzp3/6p6ee76x45JFH+KZv+iZ+7Md+bGX7e97zHh555JFTIfrrX/96fuVXfoVLly6xsfECy0JYxzruYviFwX86ZI/d1vinEhGyL4G7iAA+gPcOkD++3BybhflxIH+uOtBE+OHtEnq0Dzz+Jpe5uidg/XnthZvdd7yLch6cX1ng5M4WzImT55XHjmkAVusNGnfK7rbuPoIFz8rzrD7XygDCWQDttNd3I9jW7IvbvPfYWJSxhePeYYl9VucwzlJ5Q+XqCMSjlakIdqG1tcxiAce5KZjZkrkpWcQCkvOoVp6ZcsXitPaWRCi2sgGb6YDNZMBmGmxJRzEDuxGhZSpti0MqIUlVQi4TcpWSqpBl3fpiS9VmWa/j1sN7T2lr5jZ8h4fVlFldULiao3LOY7NrPDG7xqPTy3xmehV7DDTnKuHVo/t5zeb9fN7GA7xq4z5SmVC5msJUlLbmij0kUwm5DErzUdKjpzJyr1G1h8LiCguzKa5y+NqC80vrqpMvOswgZOo4g6tK/OIKdn4FN7uMm1/BLa7iFtfx5R6+GnPD1rXQiGwHme0g0h1kto1ItxDJFiLdQSQjhNJBaCQlQsbMXZ2ATBBegdXgFXiFKCTEUkfhFRs8BuhA1NNQS3dw4LyBxpXH3ORA48oxx69/8aN1HmobBl5rG/phdeyT1Z1+WccqpVWDN32vpn9pG+uUTv+u8Ro/rX/XAPY7HRIYJmEaKPxQ4QYKP5DYocD0PGVeMRVjpvUzLRRf1EcsbIThsxnFdE5hZ5RuzsLPqM4B4jeKTA3oJUN6ekiejFAqIR/cfRU6rCH6XQtvHaNFgDSXpopL0+zsYxXYocIOFHaow/Iw+AXZvsT2FT4T4ALgEM4H9nDsHEiBV3FKJD4BEomP21G0+1E3B4e998sGRjP63oHjha0obYUHtAh+48oJlJD0CbYqGclSLR7niZNIB8qCsMR0zXhh8T6Omvq2oehsSNVv01CKZm7CfG5icQOzLGTQU0tlYa4RPRXmseFMrlr1C7lGJPJ06K5jg1zH/cfU7Wvovo51hGh98xZj7PXHQvX1WIXdHV7GTa7gZ4ec32UW0Yd8F9HfCQqHXvAnJ99B9raQMgWpAxBXOUJl4DUIDUiE0YBClGLZCSZAUu9K8OUpz8qyo3VcedYUUomNJ288VBbRNJzaRpWLjSzfaVjFfQ3E7jS6MJ1Gmek87nkKAdF3TtL2dG8yvPCrn1En9X2p3OsMUnYVfKf41opj66cq/5rjTijGYzGaTIYOx4pC5BgAaQZcYel33v1A5CnKw0Qur/Nx8FWq5n7ByffXevQu3+f63vDcxcte9jLSNOX9738/3/M938P//t//m3e/+93nPuaHf/iHecMb3sA//sf/mO/8zu9kMBjwf//v/+U//+f/3FrEdOPatWv8x//4H/kP/+E/8LrXvW5l37d927fxNV/zNVy7du2EuvxbvuVb+Omf/mne9ra38S/+xb/gwQcf5PHHH+cjH/kIP/RDP8SDDz747D+AdazjRRiir0m+7S/hHp8AItz7KhuydqJvq69cLHJmg5dr5ZZ1KayP/QJWQfXtRBfId9TuNHA+7mvV8Glzv2moS5z5uHL8BTWgfWX7KfD9Nh7fKh6bTSfWjz1P97mVOHE/PnHPbhoKYrl91fqG5fHHtrX3vVa8dUqIs3accUznVhrO6bHY0IWMtbCc99g4dzhq7zDORIGXx3mHEw7nYe5rpm7B3JdMfcnUVcx8ycxXzH1cds2+MM19edu/tdpbrhVHXLuB/WCuUrbTANtb0ZruMUx6bCS9sF33yHUa6n1FxXquUnKVkMokKNml6ijaNUqcnkn3UgrrHQtTsrAV03rBYTULXuSm4np5xJOzPT4zvcqjk8s8vdg/8fitdNAWAP28jQd4aHgRARS2prAVh9UMAWQqpZ/kPJAO6Oucvk/InUJUDje1MC+gdNg6DMiJpr2pZWjbVha3X4CJ4NlWuMUBfnEdN7+OXVzDL/bxxQGuPMDXkzC41/y1CU/nooBggJcSmW8HBXm+hcg3kdkmIttE5FuIbBT6V1qG+k8qCWpynUVLSx37XzqoyW+h79Bma54Ck31X5GOWgHkp/ukA6g6cXgqDGhC9fA7fAdUnnq+7zfkVqH37N5LnKASh76Fl4FJKIuK84VRCCbwWeOlxGvxAUg88i3zBJD3iKD1inOwzN0cszISFnQYobmcUbkYxmVEczal8cdsvMtcDenpIT4/IkyG9dDlvl5MRuR6Q6QGp7oVCpd7hfMhAKOs5l0avuIMf3u3HGqLfpRBKon76S/nM//tnmFmBLiGZO5KZR8/CPJk5koVHWNBjix5b4IzUYwmmL6gHMk6d5T6YnsRmAlE3oB1wIJtGFuAl+NjJDwOFApfGPzoFToo4cBjnUoD3S0W4kyRCMCQhQ5OJmIjvBNoIlBdoK5AelJPx2h2Vmy0XCi9MEFSfYeR1Wdit9WmKUJx5jZ+Z2/OuXdhwXsr2Mzg3ErmEMz2NaOB6voTuXRhPFtJJRReWNNBdx4b4WdC9C47WsY4XUXhnwNTY6XXc3mPY/SdCIc8WlN9EBXadI4cXkb0LiHwHkW4isl1kuoNItxEyQ6BBKYTKwrpUAZLXCrQGrxFOgoW2iOuJjl24nmFZ6aCL2oWBuCoWkIyTL0/Z1q1U/jyHF8RrisApj1MOoyxG1tSyppIllawoRUEpFxRiQSFnlKKkVnU4TtUYaahljVHhcUYarLB44VAyZaA26OtNhmqTgdpkqLYYJTsM9TZKJSiVkqQZWqUoqUNxZpWEZaFXO+lnvpln80GsPvjUU1kHCw/SnqoCR8kWgotOBtKpRem6MHztgfuCj4sXL/ILv/AL/OiP/ijve9/7eP3rX8/P/MzP8HVf93VnPuaLvuiL+N3f/V1+7Md+jC//8i/He8+rXvWqE1YtTfziL/4ig8GgLWTajTe+8Y2MRiP+3b/7d/zgD/7gyr5+v8/v/d7v8cM//MN8wzd8A5PJhAceeICv/MqvXCvT1/GSDpFr1F+5CIME0U8CtLmJ8M6vQvaqc9+uXHsfb4F8ubr/OQfy62ijcWXzKrTJfOfe6o/P20H0Tl/1tLkI53VthvUya7vGUDtHjaXCUHtLjaP2cR1LRVSZx2025F/jxDJrIBeeDNgGvFB4+nj6IJaDAV54tFCkQpGJhFRoUrlcbjKsmykVmkRoZlnNXr/mmcGcPTln38fJzThwMw7sjIULMPaZRcUzi4NzP+Oh7gVlezdDXPcYpT02dFjfSvskKglZ3lKRqSSoolW64s3eBe4vZNB+PLseiNn1tNn1Pg5GNcdVzrAwJZN6zriaU8bP+PL8kCdmwZrlk0fPMK5nJ57vgf5uhOb387kbD3Ax38R6Rxmh+fXFEYigSN9MBmxlA/ok9GxCZiV+aoOdRrnAGRv6LQJIVBQ8gl+U2KcnuCf34MoMvwdikZ7xCQyQDJC8/Ln4eAl/TY6gGi+AybEMFGjV3d3tdI+JGxpA3QDrF2MkckVEI44BbbQI2UzHIbe+xcc1MLx5TGRGQop2LMTjcbbGuorSlOyVT3N18RhXq8fZq57moL7CxO6z8DNqXwaseIME7+MhEOR6SK6DQryXrELxPB2SJQNy3Y8wvE+q8+DK413Ibo4DmM0Aavg1BF+KcJylNDOEUEghEEiEkAyzHbQ863f//Ibw/mZ6ty+tODo6YnNzk/F4/Jx2Yrx1HPzvp3HSBwh7WhiHnFvE1CAmBjGt49wgJnWYz0wA0jd6PgF+oPFDjR8lca7xwyTM+xrfi6/DeURbgIA4yu+XACEWPZWtehwkMvjfdp9URIAVGzUYH5R9c9PO/aIB4rHoWyxk0DZebzakCEUM+klIix8kiEES1IjHlr33AaLP6/b5fatUr5fK9ea13WyV4ZXXwzHoHj0dc92B7nG9UcXrc6B7csxepnsjahWxnKKSXasc13Fnw9s6+JOPr2D3Hw/T3uO4w6djJfZrUM3PPYfIhsjhRUT/AjLfhWQbqXeRyS7IEVJqEAqRpgidQ5pG1YNGJMEvD1RMp4sK7qbj24XeXdDd3VZ24Pft/H2fFUos1WlJaPh4LVrYjRbLgUgdJyXw2rcg3EmPkYYFM+ZiypwpCzFhyhFTxu00c0fM3YTCTUNj5BZCkzJQI3pyg74c0pNDcjmgp0b09IiNdIet5B76egMlNanOSVSOlglSarTUyLgsRdtqXg1xyvLxG8Rpj7mZ69UpT7n0T2wAOGsV+LE4r31TFAWPPvoor3zlK8nzWy/suY51fLbHC+1v5OGHH+bhhx/mM5/5DABf8AVfwI//+I+fah3UxIc+9CF+6qd+ir/4i79gc3OTt7zlLfzMz/wMu7u7N/28z1s/qTDYvzgMIEEtr9nd9u5zef1+1kDe+VV41MTK/VCcvD+eeqw4tn7KY/0qxG1BIuAaGOxDa8ETLEDx0eIznscSIDMOhPet6Eo4j/BLIZbsLK9sd4Q6KHF7O/cvnfvsnYq6L6hGkmooMUOJG2rsQDEfOA6SgkNRcsicPT9nnzkHfs6+nXFgwmT8zQnMJILNtN9ayIySANlHusdGGgD8Vhq2N/YwWbSO6em0tYpRQh6D1as2sXAcXh8D29632QHLx/nO9nCciwVYI4Zr18OWVTgeT9x5NW2OxsprMy4U8Xxitsfjs6s8OrnCpyeXKd2qpaASks8Z3dsqzV+zcT+jpEfd+pnXGGdRUpLLhFHaZ1Pm9G1CzyVoQwTmFl9bvDEI7/DS4Smwiyv4gyu4pydw3cA4Rc42Eeb066yThyAMLWgREoECIUEolpmkgiajVDR/i930jxfq6GCT5dncA1QUH6olRG72CyVOP16urp88vnN/aWD2sXOf6D8IQIbt7ZWt/Qz9GcuckjXkV1ZXQpyxIzJz62ucs0zMPlerx7lSPc616kn2zWUOzBXG9jqW873OBTIqxEfRMiXA8TwZkCUDsqRPng5JdY9U98lUj1Tl7b3jNAAu4yDbcQAuhUTJpcCqWQ7HS6QItR1Wl8O8u/xcx822b9ZK9Lscm/kggtrYkT/uv50K6AnExbMbH975tmqun1T4owomnfVJKBwgnEdMDUwNXD4nHWOQIEYJYpSGwgEbYVmMUmhAtBQh3QUfbgQLC4sKv7Cr1XyPg/FbHWXUMoDxqERZLncgedzWDkQ06TbH5u1odGVj6ouAjRSxEUa05GmgRUT1g3HR69Z2AHu9YhETIHwd1CpNkbiZCUp5bvK+lKnw+Uaw3oL3jtI9wLklXCeRIcVUdVJHu0Adlu+rvemwvPjHOUKENvpxQN9uOz5/6QGol0q0/uSmwB08jd17LNquPIk7fCpUYp9cvaE/ebBdiaC8t4vIthDJBaTaRYhBaOh5FYrMpDnkeUiJmQGHBn8YKoX7yuDLkNa4AsVvdaDtRtHxQF2ma4esEp9KRCZxqYAUXBossVwqcKnHpeC0x8oa6w3WWZwzMQXNg3fUrmJmj5ibI+Z2QmEnzO2UhZmycNFbzk3DZGbcams2E/2gGo8gvNsoynQ/NIzSEb10SKZ7CKWRSqOTjFTnpEkPnaSxYZOgZYqOjZx1rGMd61jHCysefPBB3vOe97Te/R/84Ad529vexh//8R/zBV/wBSeO/4M/+AP+wT/4B/zsz/4sX/u1X8tTTz3F93zP9/Ad3/Ed/Pqv//rz/fJvHEqE9n3dTaX3MYuVMD/jNhkYc6ctKznZtj1FhNJt0wopQrs716da5j7X4QnWIo0XtyXOo32mcZ2Clc5GQB4KVRrfJWRgvGPqFox9yZGdc2QXHNo5Y7vgwM44sPOocr5FWeJNhvCEjGQnw9zHuROhtpUXqLjvhscd379yDoFs8g99hDoeoqSLBNVRgEdVuFBhjiYRYX9KqMOVCI2K0LGxxunC3dPAmIjPJQj1upplKQTSh7mIMvwGb4II/fRJjT+sEJUjmXuSuWVwpYHhS6tBmwqqUUI13KYa7mIGAjNQ2IHE9RVSSmay5lAsGIsFBxTsRdDeQPb9esq4nuPwHFQzDqqTKutuJFK1Pu1N7bNR0mvrn0khY19bBJzdgenOLxF2KCGzhOhhq1sud49luQ3R2ec9XogI8rqq89XHdOF9wwEcnXMApat5dHKZx6fXWlDfRF9nAZhv3M/nbj7AK4f3kKqEytYUtmYRfe0TEaxy7k03GfmcvtPkViH3KphX+HKOL2dUsyu44gquvIKbX8YfTWGcIKZDZHERWT+IdDsodk58/k5dwyVP4/tj/MYcthxiMAj2K+lWsFtJh9GPXAVLFaVj0c7gS97arai4T5xs36/8ro/D4DO3n73fn7e/C8U79rfP1gb31GKf3ec+XrDTLQdyWnjdhdhiObUvqTn38QHN0ywnj99vGhFPk9EqVs/TeLs7HMZVlGbOtfmTXJk/ytXZY1yfP8F+8QyHxRUKMz3zc1AiYat/D1u9e9jsXWQjv8gg2yZTffJkSKpyhOCzBoA/n3FXe8a3qqB4xzvewQc/+MET21/72tfyp3/6pwD8wi/8Av/wH/7DE8csFosXhGqkG0JJ5APD6OcUlZSlC8rKxvvWB8+mbo2KU2F7XyOGSTjfKeGdD6rrSR0he4DrK6B9EovlRejtL5+jJO3pcCGYm1sftczUSQjeqMf7SVSNh/0kMvohRRh+GiB3PgxELMyyEdyMOkbATKqQuuMRFQcBQvE8vyzc0PgPd7yxhI/eWM3n3A9/NqFOTue76MB378LgQrCMqTsq98aKZlUB3/q0NyrZm7WY6YYSrVdaWxg1kUv/tE460In1ZHW5TSlKl+eQTWGl0wB7897bG+AZgP54Gtexm8ZyW3f92D5EM5i+cp41zL+1aP3JqwVu/4moJm/8yZ/BHV0JhTzdOUoWIRCDXdToYijk2dtFZNuIfBehdxCuh3ARlIsUkWSh8nqa4IWCIwdHFp4qcdcX+OuHMDm9kOS5oWWwT8oaL9LVomDdbT4T+FTgkzB3GWGuolcmoYimdTXG1zhnsN7gnIuNfI/3FusstS8pzZxFNacqZhQmVBgvXSiqEoD4hHmczqs2fsYHTE8NGegN+slmnEb0khG9ZEimh1Ep0CPRfVSi49cikFK3jZ2gIAhK8gDHY0MoLkvx4io2FWpxeIz3WOcorWW/qDgoC6a1IdeKvtaMkoSB1mglQ+cVES/ZTWMxNNDDJWq5TT6H1xITAYiL9USM69YV8WynOblOnrPnX8c61vHZE1/7tV+7sv4v/+W/5OGHH+bjH//4qRD94x//OK94xSt45zvfCcArX/lKvvu7v5uf+qmfel5e762GSBTylRsdGNIBImfVs+js940XrjnWb2jO92ygfFdYch6sh1XI6on1o5aFK40Nnq/WhbpSlasxLhSodN62YNy6eIIOrMV7phSMfcHYLjj0cw7dgkO34MDP2HdzDtycyS142eZocpEECCyWUDoilXgvFe36cUh85r6Il5f7QQgZNbIRLsd/y+Xm8bK9hzf7QWAReCFwCEx8TE+mjFTOUGZxnjOSOUOVo5DtPTgMOrjYHQzLxoeyhkucLKI1vESJ0JZQNNYmMiqzNQqJknF/e+xyfrN9lLbPuzD4wxJ/UK7OD0uY1qjK09vz9PZOikm8hHqkqEeSaqipBiOqwSZ1T1D3Rfi7SgQylzgJU1lxoBYcioJDFuzbOQdmyr6ZcVjPOKimTE1B7SzXyyOulzewZHwRx4Vsg8/dfKBVmj/Q30UApTMUtuKgmuI9pEqTe82DYsSglvRrT3o0g/3HsUfP4CaXWRTXcGUo2umKfUSpAiSvH0SaB9H130C6zROvwePx2RF+MIGNGnY8YjdFjDbRyRfFjPQIwJVCJFmE5NHa8rg3+S2GaPvdd6YtfDNn8cfhtvWhxhScDrybAa0u6D7+pPEaLLqCwua9NRYsK4pzgexyixX4feyavyI45FnzCOsMxlUcLq5w5ehTXJl8hquTz7A3fZKDxWWOimuh335GDLNttnr3stm7xEZ+gY3sAqN8l0G21QqjlNSkKifTfRKV3VEA3gxY+e6y91gIdSZweG87X+MyCyV8pc0gRhzkWjlmdUDsYi8nU3e/33pXIfqtKije+9738p73vKddN8bwl//yX+bv/b2/t3LcxsYGf/7nf76y7YUG0JsQw9BZPv7n1oDd44USvImF6epjsL0KxRO6jb8WtjcXiUQhLmrEvf1T/8Dbm/ZRgOt0AHu7flSH51scSw/p6VMheBeWt8vHfA39MSDevudZvZJpROMf3nhB5aIt6CNOG8lU0UvqRt/BGdtXXle3oEQE775b6K9Z9h6qCN7xkEnIMsRWFq+xXfC8nDzhca3avQXsdUflHuF71fn+a7f8gKwHa2mqyh6/p9zqWMeJ0OE3tALotViF7hHMN+tei2hpIZfeX6pjS6NOm+L+Lnhvv6ybhO/dGxx0Rn7jgXJ5nJDy1HOuPHf3JtrxrG/fxwswvHdgTajIXkyDmnz/Cez+E7iDJ7GHzwR/8tk+nHNjRirk6GKYBruIwU6ozJ7vQLKD8CnCKLAqepOnIJJguZKl4CV+6mC/gr0Cd32Cv744H5aPEsSFHnI3D9eUpthvB4r7PIBwl7hQHBkbOkbOhiIkOJy3WGuwvsa6eYDh3kYQHm7ozjh84bGupLCLUEDFzCjdEoiXbs7CzSj8rDOfYrh14C+Foq836CcRjKcb9NPNOG0ET7noJ5eqHI/HOoNv7Fp8OEdQAGi0SkhVj0z30SrpqMjjstAv+AEm10Bx5zDOMalq9suSg7LkoKw4LAMgP6wqxmXNUVUxrWsmtWFW1yzs+SnLiZTkSpErRaYUPR2Wc63oKR3mcbmnNf0I4ftJwkArhknKINEkMnaOZYABTQPPxcEV110m/A0a56hdUA1W1jI1FQtTMzMVM1OzMDVzG+YLY/i7r/x8vvSelz0/H/w61rGOz5qw1vKrv/qrzGYzvvRLv/TUY77sy76MH/uxH+NjH/sYb33rW7l69Sr//t//e77ma77m3HOXZUlZLlWwR0fPD0Tz3jOpF6vqUAHgm6rXq8efepbQuPPdvU1BcceyLtNxxWJzTLPs/LI4nXPBt/g4mIeVc/g4OGq9pfaO2lmMN2FbHLS33odC3J7Y/BQIGcDynIqxX3DoC8ZuzqGbB8W4i2piO2Ns5zfdvk+EYisZsK0HbCdDtpMB22mYb7XLQ3o6PfaBhtcnutva+XKA4Ph+70N/STQDFX5VISo6KtVWOO8J2104iT/xPEsVsSA0X333BcXncLGf5lqNpWHBtAOLQo0uHYtuapkE728RVNwKGSFSA8VFAOk0QLyBfTTdrtXwzY/BrX6UN4hWtStCFobYzJZ9Ix36Rr62+MMqwvUigPXDBrJXCOdJx5Z0bBmc8hx2oDAbimokqYeCYV+yO+hTZD1cto0XkuDBI5F9idhQmNQzVgVjSg6b32JUtB9UM8bVDI9vB0iWgyW0AzF0lwXtoAqiOzDDykDL6qAJ7XEgYldudWCmeb6Tj+2IJ46dXwnFywYX+dyN+9nNN3DeU9qKhSm5OruGd5bMwWBecP/RIb3xHvrwCnJyHb/Ywxd7VOUBlZ23371wW8j6gQjN/yrSPIB0J60hPB4GJWxZxK6G3RSxI5D5LkJcCpBcZ0GEpDOE1HihEGiwEqxYWvoaln8ncYM/ZufR7j0LPt/M/hs99nbO0+nDiy6gPi4abeY6wO4AvbuP42wl+AvAxtG6mkU95erRZ7gyfZSrR49ydfoY+7OnOVxcpjRnC1i1TNnq38tW7xIb+UU28gDKN/OLpKqHVAlaJCQ6I1N9sqQfMopVCmiESLBeULuQi+G6wNofB9Yu9j0J96jYr2n6a43FknUOAzjn42Cvb49xRBum+DzWhT6Sc+Dj3BGOhaaORSgkehy2u/h6Ad7ysgd4YHi6aPj5jLsK0W9VQbG5ucnm5ma7/tGPfpSDg4MTynMhBPfee+9Nv4671Tg8L1rf62QVAt8UbI/ViH0DWqumIvFNwHYlEDsZ4kLegsyV5/M+KKWPqnCTaMD5KSDRNyqPLiCfmwCgmxfQgEwliXeyoHKPCnKp1So476T6PNcXwPY7AI631k975pWq0seV8g18txG4136peDcRunu/VI2PloMry8wDljcAIFjNxEb/caBfhXkA7gG2LwdfHL4B8O1657hquR3TgavGg1ktrNS+92f/cZ+MEyPEcpn2JTvbumlfuvmsZLSsCceI7o332LJQIhQj6v62TqSURaWzDr9TocTyxtz9fTYDCrLzOu8weF+B4+UcN7mKO7qGm14Py9M93HQPPz/Azcf4RZjO/6xT5MalAMqHu8jBDvS2o1f5JtIHGE6lEORBVU4CQoX0wEGjLDf4/QKuF9jrU/xeAUfnpAYPNexmcCHD7ab4nSRMuQTvA/AmKL+Nq4Iq3EUo7i2+9LCwOOdwzoWGpAPjqqAKt1MKP6eKcHzh55R+zsLPKFzY19in3A4QhwC0e3qpDl8WVxm1YLwB5YN0Ey2zAPydjQr38J6axqRgVUWeqCwoyaOKXMmkheUvVBV5UFuHhlFpLAdlGaF4xWFZclCUHFQV46piXFZM6ppJVTMzNdPatA2qWwkBDJKEnlZU1rIwlsqF61cdQfakvr3vuIlEClIp0VKghOi0xz1C+GWmQki6D+pyZzDeUvua2hmWpOH0+LytC2uIvo51rOOm40/+5E/40i/9UoqiYDgc8uu//uu89rWvPfXYL/uyL+NDH/oQ3/iN30hRFBhj+Lqv+zre//73n/scP/mTP8m73vWu5+LlnxsLW/Fn4yeZm/L0A86RjZ+2RxyH6TfYHk9Fayt8Ys8S7IpgNB7aIT4Adu/C48J9PaqSURQYJqbgqF4wNgvGUe17WM04qMP8sJphzxM4dEIi2EoHbGVDttMhW+mAnWzEVhrAeNg+YKDzE32nkBFlMd5inGPmDWNX0rjdenywHhFL/9vIeFei++kJz8oBS6C5XG9EK+020SyLlVuk8MvzNbCwq1AXPnx7QIDePvhW92Qo1qmkQkmJFgGWqwjFpZBoEXy8b7o/eV7b5Nl2hNpBmNCPd/Wyvg/GQWnws6XliUgk4r4+PDhcEY5554PoraNc7yrZKS1qFqbsmVNeRipxmwl2U2OGnnroKXqGagBZmnJBJDjXw6ndZUHXvoKtWLsrQkrffMfHsomFBL/80oMly7JbG4vNivY3EgrKxuPlyV/I6jfX2X7iK119jPcOnEU4h8dSVwX1wZMcHF0lHV+jf7TPzvSAfD5GzQ8QxQHY5XWoHR7xIOwOyrwKWT+Isi9D1g8ibO/0L3lThIq0uwKxqxAXEmRvO9R+0mlQkTdq8gaYG7/srzsfPtJGoDaKzESc+DCWv2tx1ud1yobzDjjnz+TE533e39TKH7jogO9mLk7anrzAxUDd8N5jbMXh4jKXO6ry69Mn2J8/zaTYWwqjTolRtstm71KrKh9lu2z2L9FPNtraVFql0aZzACIBNF5oEJrawbVFwTNHCy7PD7i2KNp+2GEZREjHld5tIeYuWGdVVe4660t7puc//tL25hqid+NmFBTH45FHHuGrvuqrePnLX76yfTqd8vKXvxxrLX/lr/wV3v3ud/PFX/zFZ57nbjUO70TcGmzvgvYI241fFuSr4/7KRmVGB7aLeNNqIONGGu92Piilj/mOt49pAKQSQZUdlcyyAxtXIOQp4P7FEqIZBDiFaZ31jnyrbjkJ30/YzNhOSmpUyHTVHQgfKzqr1h+++7yt/UynURMt+dp52O7bbR7fwvmVm3gdQX1tl3DeuJMq+dqvwPrV39/qb/HE1bjZd4x7nXfRfs4v6D0VvfljZkX/WOHYWCCWTHX86VlaDInl39AJax3pgeCj7ctD/Ow6dn4dP9vDza7hZnv42T5ufoifH+IWR1Dfgj1I0kNt3oMcXkAMLyAHO4j+dlCW6w2E1+AU3gqwKZCCV1BKnFSgFG6ggvhmXMJBhdivENfjfHK2Gtj2BXZbUG8LTDv34Wl8gWcRfmve40sQCxAGhIXaVpQ2qL9LNw/qcD9n4ecUPqrC/SxC8gjE/bMA4q1dyrLaeIDjYd5uj8ckKnRKnYtp195FtbuL3uhLFXlRz5CiaFXkqcpJ0x6p7oVGkTypJL/b18OudYqxlkldt9Yph1XFQVGFeVkGKF5VTCvDpK5vSiV+VqRSMkySOGkG0Zqln+igEo9q8WZ7T4fUaikkzgdoXhvLzFkKUzM3ltJYCmuYGcOsDg3JuQmvsbCWyjoqFyxWgs1KY5MYvoPaeerz7I3aUJx2I1h+ky5eFjxSiDj+FiDDov7s8gxcxzrW8dzG533e5/GJT3yCw8NDfu3Xfo1v+7Zv43d/93dPBen/5//8H975znfy4z/+47z5zW/mmWee4Yd+6If4nu/5Hh555JEzn+NHfuRH+MEf/MF2/ejoiIceeug5eT/d8HgqV7OdDUk6A8a3c19s7Tuib/jS0mO53TYKvOP72uM7NiCNmryzfvwc07qIcHzKQTkL82oWB1RvHALYSPorcHw7Lgc4HiD5KOmfakPmvMdE6xjjLYdVKDZpvWuBdbgHKTSSVGp6uk+uElKZtEreJfTuAGyxijK7yt/mtdNRFsfVJf4+fr4Tz7F6PjrPuTzfi7O/eDPRbUF42/SzQn/Mm25R29CH9zb2G4nduZ0ccam3mqENUNhWvX7CJmZSIyqHulairpXEfARa+aIEv5HitxLcRoIZKexQUfUEZe6wagnmRFTqNwUIIfbR4tfcIsT4srq1LhsgvLosaEUIElwHuPsWzDu8CFDcNakN9QxZHKGKMbI8RC2OkOURqpygqhmqmqLLGUkxRtob9B08SPkyFJ+LtC9DlpcQs02EOcWCTwBbAnZlAOX39uBSH5FlSz9ymYR5/BBWvufC4Z0BaaO9qoLNBJknoV5TGjPDX6DZ0C+F8N4zr4+4cvQoV44+zdXpZ7g2eYy92ZMczC9T2bP76InKo0/50n6lWc6SftsP1LKPVD2kSPBCMzeC/cpyfVJxebHg6uI6B0XBfszaHcdM3bsFuM+K0OfpZKY09xbRtfI6Z19z3fCeVL4w+knCr1DP5z+OKyg+/OEP89Vf/dU3fNwzzzzDQw89xIc//GH+/t//++32j3/843zyk5/kC7/wCzk6OuK9730vH/vYx/if//N/8prXvObUc52mRH/ooYee86rzL8RYge3Gt6r2FuaWHdju/BKCJzKAwwaEd1XjTRXk9YX+piOAK4OxVfBmdjXW1VR2QV0Xy0EO5xG+SY9cAnXRpKg26ZIx1dRbH9NPAReVM20qa3fyUdXrl2S6EdwQRsHxtI0ULxxeeJxoS8WEkUwZ54T9jR+XFLpV5jT+zbL55xTKa4QD6QTCCYQVCEecBDKmTzbbwvsJ0PV4VgYmvn8TLXlM/D13fTI7Pvj++OOb5VsJQbQ20jDQ0FeQAbrAyxmOMd4f4NxVfH0dVx7g6zG+GuPrCfhbAI9SQ76ByDcgH+J7I8gGkA8gG+CyHN/fwukU7zR4iXcS7xKwGqzCOxHSAgV4pfBK4L1FHXnU2KEPPfoAkgPQ59QdqnuWxWbNfKtktlEw3Zwx2ZixSBYYZ7BU1K7C+BrjKoyL667CuJLa1xhfUfuSmoralTesLH7mxyIUmQ7AO0tGZHpAnoyij/iQTMdlPQj7kyFa5qFB3qjg49+hbzvPLoLy2CHozJviKyENO/jMBbVATqIylNBIqVv1uBQKeaZX4a393hrQXTcAOHpt19a1y+08FhxrrFPqU/ZV1nJUB9uUo6pmWjfTs1GJR4/yJGGQaAZaM9BBOR6guGagg91KX2tSJVv1iYjvMRRYsy0UqKxlYevoVWmorGFhDXNTMauDZcrC1CxssEoprKG05kThqBt/wM27kO08kZpEaLRUKDRKNk6xEu9FOx4abB3Dd+Nu4mm//fNfzXedkol3p+K8qvNFUfDoo4/yyle+8gVrgbeOddzNeDH8jXzVV30Vr3rVq/g3/+bfnNj3rd/6rRRFwa/+6q+22/7gD/6AL//yL+fpp5/mvvvuu6nnOO86cqdiv5zwQ3/08xxV89Ynui2c6bsQPAJwwrI/vi8C8BdaDHXOVjpkOxuEeTpkOxu26vHtbMhG0kfL07PNmvdpYoHRpaI8ilKCfDsAchG8u3OZkuuEXKXhHiZVmOK97KznWscLN9r+TcxIDravFooI2Gu37NfEaOuG6dU+uq8dftxRrXdB+7i8cV+oEfWlUZUehXNhXZ3Y55MgJhKx9pZPRGsX6lsb0NCXxFtwDm8qfDHGF/v4xQG+OMAVh/jyAF9N8PVywkzB3ZqoRqSbwUqlt4sUDyCr+5HzbZgOEOME6lNYhgR2NOJShriUI+4dIC71kFkWIflJ6Oeb76wRocXzCK2C6DBaWYpUtfXJjg8audhe94S2sort5WA9tGYutxrO244gymK9ZVFNGS8uc7i4ynhxlaPiGuO4vD9/mqNij/P8ajbyqCrPLzLKL7CRX2Kzd5FRth0GUUiRKkOKHlMj2Csde6XlelGzV1Tsl0Gk1ADy4iaFSUoItrKU7SxjK0vZTFI2soTNNKWvdGuZqxAIScdOaQmxVZNFFe2WZLu+PF62WblLu6Rw7LLeVFP7ApZazuUnFF5HqAmyvHebWFDbWEflLKUL97lxWfF3Hnw5D45Gt/093yhutn1z15Xot6Kg6MYv/MIvsLW1xdd//devbH/DG97AG97whnb9b/7Nv8nrX/963v/+9/O+973v1HNlWUaWZc/6vXw2RFC2K+gMqp52GfaNR7gUN+U7vo6T0cBx42qsrTCuprYllV1QmgW1KRkXVxnPr3BUXmdS7DEt96ldFWA5nrZCPKHR3NgJ0N3XrNP4QHeW6Ry7crw7+Xi/BOTNvtvVfmuvSElIREpCQkpKQhrXU1IyEpGRiDzMZU5CRip7JLJPKjIykZMmPVKZo9ABXsYCGEoqhFTIWJ1cyWa/iMdEeC9k8FMLxmoIKVBtZWrZKmM8BBujuUHMTSi8O61wkxImc/xkgZ8FqxsqGVJfY4Hek6GQ7AA7KF6Fx+DlBK8mYR4nlxT41OAyi83A5OCTDKf7ONXH6wFO9fAyDf6FCnyjyFACJwVWBGsNM7V4Ow3Fq3AYLEbU1NR4Z8knCfkkYzjOGY77bBwNGSz6Z35/k3TC1eEVrgye5urgSly+TJEcG3X3wPi2fiInPjOtBmg1ROkBWg1I1BCthiQ6bE/1iEQPyPQQrUdImS0VTNEjvfn9O2+ZecfEOEzt8HODZYz3Y5q6XeF7D7dI1/ovaoTPEVLiIlANbpsypq4KvBftcls00s3bIpLGN9uWhTG7RTLDvOkcd/Y325xvrVK6tinPZzQq8QaG9xPdeooH73ERLE/iWKoQEdh7S+UC7K7sgspNmZYGUwTrldrG/c6GyYbl0lpqZ++oskIJwUCn9HRCXyf0VUKuNblKyJUmU5pMalKpQ/GwmPYdsghEW4is6VO6JpOio7hTCFT0UZdRRRUGLMK4pY2K99p5Kuc4LCs+f3vnDr7LdaxjHS+18N6vCIO6MZ/P0Xq166diga67rKk6EcZZ/uf+o8/LcwW1W/TJ7hSQbIpZNr7Y7TEsvbKFWF7ju+eQQjDQ+UlrlaggT29Q8M9FKD43ZsVuxeHafpmO7V0tJD2d0VMBkKcyiYUvYwFMEYD5Gqx99oWQIqiS05MZyK2tahey1w5fmQDZax/6NqZe2sRoibi3Dw8Mlj7sXZuYUyxi/EGwicH51oLm+NXk2V5dvKhB1HgKkBVeVCAqECaqdLdA9PFiG0SFF2WcV6AcpBqRpogsDbXK8gyR9yDtIZIBst5FTIcw1rAPfBpO1fBIEBczxD29AMvvGyIvDk7Ue+t+B11g7m0c0FMiDB4MQlazyhorWxW2d6J2jtIYaueorKMwhqkxLOI2TyPxWKp2pRBoIaKVUWyTC4mWsoWeLfDsgNDl9mPrL6JrR+jnmWD7GWtlNTWxGkhunWFWHXI4v8Lh4iqT4hpH5R6z8oBpecCsPGBWHVLZGxdkTlWPrf49rU/5Zu8So+wCw+wepM4xTjExKWMjebLy/K99y35pOKhqxlXRAvKb7cvlSrGTZWxmKVtpymaaMkoTNtKUYZIwitm7DexWUkZNqySRgkwrJIKWAkWFT6OnJGZhdSlPY/9Ce0z7X6O9jMvhn+mohpZ9VxcFXKHQaG0dpTPUNvQPrfNYZymdiVnCNQtTUdWW0tQxq7jidZvbzylEv9m46xA9TdO2sOhf+2t/jT/6oz/ive9976kKiia89/z8z/883/qt30qapmceB6HgwF//63+dv/iLv7ijr/ulHkLJU21L1rGMUGm5jrA8KMprW1GZBaWZYZ1hXk8YL65wtLjGpNzjqAgX8Em5x6TY5zzPrBdzGGExWODYzcmfsXyD0A5SJ0i8IHWC1Mu4LsOyVyReknhF6jUpiqSdtwifVCSkZEiZIkQA8EKE6ubCLGBxCNURVEcIM0XUM4QPrSzf89g+GCTOD/B+hHAjcBsIO0K6MCm3ibYbJGaItjkCjXDb4LZv+D4rVTHP5syzObN0xiybMs0mTNIJk+SIo2zMOD3kKDnAyAj1Y6Qm5eLsHi7N7uWe2T1cmt7DpdnL2S7OhnaT9IirgytcGV7m6uAyV4dXuDq4zOI4LAcUmkz00SJDiwRFiiZFkgQPdZHipcbJFCeSMJcaq8J6TU7hehQuZe5SFjZhYRVCKBpDRE8Uo5iOTxsc83AzeH/Q2b485nhyxWdrCEKxLC1FVKAFhUoooCWWk4xwgFBfoRlMc7jWdUgIhxAesK1HvfEVxi2onWPfWK5UAXI303MN9TOpAuRWmkzF5bgtlYqeTmKR0AjGZSgY2sDxvk5IpEKKpQ9uU3leNSnksZAYEP3Pm46IXFFsCCGWjUy3mtDjfMgGCAkwbukxCC2EbxqqzkHpHK/e2nxOP7t1rGMdnz3xoz/6o7z1rW/loYceYjKZ8Mu//Mv8zu/8Dr/5m78JBBuWp556il/8xV8EQi2q7/zO7+Thhx9u7Vy+//u/ny/5ki/h/vvvv5tv5URspH3++Rd/M49PrzLQPVKpVwo9rkLuLgA/uX31+NVtzXX8+QznPbUzMfursVsJBaib+4mK6nGFJJGKke7Ri4A8KMj1EpJLjRJrQdOLJbyzYGu8rfGmCrWMDp/CHj4Npg42qEKB0kHgI1Sc62DZKRRIjVAh6xGpVqbm+PYcQgafbamCIjyVsKGCJ4r1IYu3ydKtHb7yQcVeLjOXQwgYSsRWD6H7rTWlEDLYeRY1vrL4osTPJrjZEcynuMUCv1hAWUJVh2OND5DaCoRLwKfgU8TxeWz/C5+ATxD0ueNdY8np59QCcbGHuG+AvKcfoPmF/EzxoPd+WU8s+pcDS//yjQTZ79ixpLI9V6Mqr5yhWgT17bw2TOs6iEycxzhLM0xSWcteWTIuywBGVbA0zJQijcvh+iBW+kmrHSBPd9hFttmfjRo5tH/p9Bu6YF51agSJM2H8KdtadfKNr7sN+LbeBjDuumpxE+tLWYwtqV2NdRXG1izqI47KPabFQQvG59Uh83rMrBozrw6xN5mlkKoeg2yLfrpNL9kIU7rBMLuITi6xcBscGsG4knzKwMGB57C2HFWGcTVmWt+8fdcoTdhKM7azlI1GQZ4Ga8uNNEyZ0uG7kavfSaYUuZJkKop/Yh9QSRHXl/2a2wl/Aqw3GcyhaHZtXdsPrJxjYWpKa7BYam84LBaM65JJVTIxZbTUrJjWFbOqYlKH7fU5mWPaSabTM2qkPM9x1yH68ThPQdHE7/7u7/LJT36Sb//2b7+p833iE5/gC7/wC+/US1zHOoBwYQ8q8saaosbYKirJ55i4fVLsMV5cjWB8j2l1wKTYY1JcpzDneGMASiZs5hfbAhObvUtkekBjEuebxr8nqJGBZQWWeIwIxnG+OY7mhirisujAxeW6j48PbQFLXRvEYgLzMXJ+hFhMkMUcURVgamoktVSUQlPJMJVCUwlNoRIWSU7iHQNX0ncFfVvQ9wtytyD3CxK7IGOOF5ZKOGrpqSRhUmFeSqjlctnFt2okGNm9tN+eD3P7uTtIj00oMCMwoi2IHpZFeH7X3pccMInT+aGtZlAPGZUjhtVGnMepHDGKy6NyROoyUpuSzlO25ls3PPdcz5lmR8ySGVvF9rmwfJEtGG9MONqYMd0omG6WzDcrbKbQMkVykRH3M0LzapcgjUa4FBHnOI2RklJ4KumZK89UOybCMhOGAseRdyysY2E9hYWyhsoKaicwvrHJOCue38Gk4yoM1aS9HWsEqjPmzeO1jI2XqP5olpUMMFY3jR+xVCyH+RLcKkC2xZRCv0h60fpKCtE4OYWMlDByH0bwC1szt4bShoZMYcuw7EzYXgd7k/Im/VlvNZQQK6ruBninUrUN/VSG9VQpMtk0/pvOgCaVkrTzeC1USBNsUgc70Hs1nZCg0JMS1aS0x898tTEv24Z+kwLbnTf77gRkCZ7sjsKEwqeFdcyMZVaFBmcoRvTiUfusYx3ruLtx5coVvvVbv5VnnnmGzc1NvuiLvojf/M3f5O/8nb8DBOvLxx9/vD3+He94B5PJhH/1r/4V/+Sf/BO2trb4iq/4Cv6f/+f/uVtv4czIVcob7/si/njvU2wkfZIbKLfvdDTAIK7FdrNv1xrF3mpOZlNLanl8Y7diYiZcuJU0bYBwT+slObnK6Ol0RTmedAD5WkX+4okAySu8NQGSH13BHT6NOXgKf/g09ugqfno9wPPZPtzIi/u5CiFAyM4UgDjHJ8K+psKuaLY1NnciLpsZrp6CmXGuXCVhJeMdAJkgsg1EOkKmI0Q6QugBQm0g1AghhkAfIQYIcnCqhfBYgTAi1nQKFqChgwYY8LUP0L6OU1Tlt+EIdimXesh7B4h7+oh7+4gLvTOtaL07BsyDEXxQpKcKRgmyp5eDFmmolRXU5DHbsqxPqMobxW6TSTupa64v5lxZzLkyn3N5vuDyvGRmbq6fK4FUCVIZpkxJMiVIZZhnUsb9klxJUilJ4natJJkUJEqRimZfKM7bXN8attAUZw7CkmVbPGR1xz4NIBolPKHPg3A4t7TLNK7GOYOJNaWcc/hYewIs1loqM6E0h1T1EZUZU9ZjKjOmNkdU9ZjSHOK9jcIVhUPjSLAk7bLjPhwJQg6RahOpNhByiJd9ED2cyPBkOFIcCusFpgZbCYwXVM4zqSylc8DRDb8HLQRb0VplKw2AfCOC8QaQj5Kkre3UDE4oISMYV2Sx9lMjjmr7kRGQ3+kIqnEbIXkA5MaFAZ6FCTaZ++WCw2rBYbngsCoDCK9LpnWA45O65KiqWNzkNU45wX2LIS+bb/LKxRYPzje4dzHk4qzP9ixnMEvY+5w1RL9lBUUTjzzyCH/jb/wNXve6150457ve9S7e8IY38JrXvIajoyPe97738YlPfIJ//a//9fPyntbx2RPBn6lRkQd/cuOiktwuqG2Jc4ainjEurkW7lT2mrZI8KMudPx9Q5cmIUX6RYXaRYX6RQXaBQX6RXrqLVCNKCzNTsqgN16yhKCwKh1QC5xw2Wq9YPJWNXsjehUF+72MWn8Pgo/9xYw0Rl+N664nsXFTFQOVFtLLoxihMPcJ0hyMRnr6AXEBPenoCesLTw9HH0ReOTe8YYOl7Q8/X4CugwrkKMDhfx6nCE27Ghpoag/GWGhMnS42linMrQqPKSljIFSH3LYdCoYRGiQQlNBod50nYRoJONaof9kuRUEqNEYYjOUXJEiUPkfEcqcnolTlZkZEXKVmRkhUJ6UKTFppkIdELiS4E0gn6pk/frFqymB4Um4LFJsy3YLbpmW1AlWY4l+LZCVYjxiOMw8wts9pROs/MW+Y4ZsKxEJa5mDOXjkI6CuEofITiXmKdxKPANwUWVVSTnH2Tj3pcgtm9RWBRwuNYepCHNuVZ6QpnLwcv0Gg10lp2KHKV0NMB8uYR1PZ0sPBoYG7bcY2nlLLTOKSTFkmjBlABksciaEulWfDFtiztWmxnPVQ9B3AYa5nZmtKGtLbS1h17ExO3GSprKV0DyIP1ybOJTCoGSRpSwrWOUFu3cDvtzmMHv9mWq9DpT5Vsl5vPr1GcLJUq4TNdDkZEVUtsGAbVt4w+40SA0HzmS8jdwO3u+t1OPa2to2osWuLyojbMjaO0wcplbix7i5r9wjAuaw5Kw35Rc3VR84+/SPHQ6Dm4sH6Wxzve8Q4ODw/56Ec/yjve8Q4++MEPAqC15qGHHuIbvuEbeNe73sVgMGgf813f9V088sgjfOhDH+Kbvumb7tZLX8c6bjvOKwYKwfryeHzf930f3/d93/ccvaLnJhpf9Ca6gNsfA9fL+/8y0wgINnuigd+wPJ3oPLY5lvaAZYFL2nVEu9QpsNktgdk8TpCphK10GFTkqlGP644XuWwzodbx4gjvTFCSmxpfF7ijq9iDJ7GHT+MOn8YdXcNNr+Nme/jZQUifvEGI/hZysBPU5M7F1LYIZ51t10Ptq+X+5lh/bL2dzn0jPqR3doRHN5NHeHO5hgKRDBDJBiIdIvQQoUdhmxqC6odt6QihhyBShBJBca8adb0ApRBJikgSUAloFRT4UgV4L5vlRq1/c2nyLQSvbbC8GaVnA/Om4GftQq24KOBuAflWisx1qzB3SlD7UKi+so7K1syPzlaVO+/ZK+ZcXcy5Ol9webHg8rzg2qJcYf3HYzMRbGcK56Fynsp6SudjGzQc44DCeorWz/7Z9RMgfC2pJIL5zlyJUCIvricibNMiHBPs7uNcSJTw7XiG8T70c0ywtC1NQWlLKlNRuora1lTWxn6UiiA8wbGJ4wIOHSF5F5QnwA36Ai5O5zLe8z+znlZspdF7PE3ZTBNGEY5vpUFJPtBJsFWRorV6DMIiFQcyVAeMh75QEpXjz8UAqolAvHYuMCMXPtvS1hyUBVcWMw5aQF5w1ALyqp1P6/KWMrs1kl16vKLY4hXzLe5fjLh3PmB33mNzljOYJmQzFe7V58T25IVRj+auQvRbVVAAjMdjfu3Xfo33vve9p57z8PCQ7/qu7+Ly5ctsbm7yxV/8xfze7/0eX/IlX/Kcv591vLjCe99CctMt3mkWLOoZlS2pXUVtaqbVIUcNJC/2mVUHzMqwXtTnj0AKJHm2S57sotOLKH0RobdAbeHVCOMVC1OzbyyL0rCYWUpbU7hnqNxTEYp7auupnYpFlSpucI15liGbF798H96TOUOGJSWICNKYLpZojdbpUlGqNIlKyXRCplNSrUl1GkZu6+6FOIxUTk3N1NQhxdULxj5aaa+oMk9vGAmgpyR9KchTQS4FPSnJFeRSkElBJgQ9JehLQV8qUtWM8AaHckEYoVfeIn2NwOB8ifc1zlZYVyKlQssMqVOkTJEqRcoEoVKESJAqQ6gAxBEKBDgXHeujd7I3oQHmLLFYrwfrEBZ86ZEGZKxIKGqiALs5h8AJmOeOST8o350EKz1Qtx0+bx2qBl0IkkKgSphmlisjx1FmKZyj8J6FdxTOUc48xdSxcJYCxwJHgaM8rv4WEYh7BV6HZZPG70Ue6z6e1mzxocC8hJ6WDBLJKEnYyBJ20oydLAsAN0JsiQwFwWLhy0ZZXbRFImsKe2xuagrXFJAM2wGMt0xtxdQC1Q1++scik40NSLIC21MVXmerrJY6qjUUidJoIbE+FL9svMDrWAwz+H4vVeANBG8U5M8WhvdVLOCpUwZJylCn9JPg+93TyXLwQAb43dNhvenMdwG26ChGlAjFgBOxVErotr7AEmIfX2+L1HT33UGF9/MdNwLllfXsl4a9RcVBYTgsDQdlgOZ7Rc1Rdfb3+/T4haGweLHHW97yFj7wgQ9Q1zW///u/z3d8x3cwm814+OGHgeAN/Su/8iv80A/9EI888sgaoq9jHS/ASITmQraBcS4OpMqO1YCMcFu0A6yicw+CLgAXLfxeIu/jALx7LB2Ivnoejh23hOrL52n3x8Hhddz5CJ7xVStwMraitiWlmVPbolPILs6X31ZnX/vtrvw+vLMIZ8FasCVM9uDwKnJ8BY6uIWb7iNkhYn4I8yPEjWC1EPjeJgy2EYMtfH8T0dvE5yMYxGWlsSpBKo2OIpxQhF5GhUVjOnwMW/nugl/Z6J2LoDx6zTkT9vmg/sV7BB34Thwg8ARwH4/FRUjfWW8AvG/Oj0ckPUQ+QuRDRNoHmQQrGRpBjQzFFGXoNwmpO32L0KnxXiCcIBR4EgGoRZWJDz54J5hmGPNyIBxeWKLUOTZg499nZy6ECMA8U2FqztN4yNeNHUv83FQseNpv/MuDB32tBbVwVN5Hr/KS6fR0VbnwnpkpubaYc3Wx4OoiKMqvLAoOz2kTKgEXMsWFTLCVVIzkhJ7YI3VPU1VXKOoxzaigSJprVvgcjUhwPsFEFbbxKY4E4zWWFOM1JsJn4zXGJ9i4zXTncXKxH+58sNRfgvk7aeHYpCnc2YLVAlqInwhBosQyKzYKgJqs10QFZXcSp8YOU3fmqVJspAmbaeg/BSsxgq1KtFZpMm671prNefU5cDzYagZ7zdotl12sR2db680wANM93sU6WW1Gsgn+4oUzlCb0Neem4rAqOSwLxlXBUZfLVGUoTn0Ln+tIZWypnC2Rs+NzHlxscP9sxKXZgO15j9EspT/TpBOFmokbQnKnPGbDYTY8ZtPhNjx+SyC2PFpINr/w7Jptz2fcVYh+OwqKzc1N5vP5mY/52Z/9WX72Z3/22b605y0+PR5jveuk8Tc+U0to0S0G0aju1hFi9cIRPWZZvag476lNRWkLSltQmYJ5PaU0RfAod4aiXjCvDphVByzKfYr6gKI6oKj2mVeHIfuLBEuKjfOw/gCWV+BkH9QGiAFOhjSgcINSsW6Lo6wdrPx0p3E6/qYAdASVaZxrROfPNWhmQp6aEBYlHEo5EunDDUJKEqBnK3Jb0jcL+vWcfjWjX07pmUUA4s6Q+TBPnSVzhtwbVNpH9zZQvQ1kbxPR38b1tzGDbXyS44QCleCTDHSGVwlIjZcKF9UBrf9ax3NNdNYaP8qlfyWUzjI3NbO6YmaqzojnctRzUi23LazBA3PrmFtuMJK8jERK+krR14qekvSij1guJblKSGVGTw3pKUmWQhb8IrDe45zHBhEKNlppGF/hKTG+KTgINv72mnXnPY54jvbmFyficRJMhNdOgnWufax18eZoYmFJmnksPEnYZprGjGA1W8BwepEcCI3XppHr086y6jR+zw8pYJhoNpKE7SxlJw9gPIzMh1H55trVgPGmOGbT2PR45rVnIepW+dWA2L5KGOo0/Gbkquq46bQimuGf0FHynvD3bevW5qSwpl2eN3NTHVtfguwyKr+pb1xcphvNb/12Q8AKBG+g+DBJ2+0DnTLQSesBHhpsOlwdXFMIuPl+lqmBSoowACCDMj9trE6kWlrPCNn6I75YYfeziQaUV9bFwp+roHxaOa4uSvYLw/4iFAg6KIKifL8wmBv4wg+U5JJOuSQTXlanvGqSsztW3PeaF0bj8MUeWZZx7733AvDN3/zN/PZv/zYf/ehHW4j+q7/6q7z2ta/lR37kR7jvvvv4zGc+wyte8Yq7+IrXsY51HI9Uaf7S1kN3+2Ws4y5FU1vKuAprg+CpsgvKek5lC6yrg+WDt8FNxBmK6igA3waQC9HJLIjbvAuQ3FuoK9TsCDndR08OkLMxejFBzyfo+RRdzpG+MbgkWlcsB1cg2Gna3hDTH2F7I0w+wPQGmLyP6fWx+aD1KG+8ydFZEOHoJPqcS5AiWPYJkNKjBCQyIVU5mc5DZqpM0FKjZYISCtkor/0xoHlineX6GccuDzkN2t/EeRBLZbjUoPTy/Ua1+K20JYMKv+0odZaXk4/bvQ0ipcbbHdt0xlz0K43Hes9K8ywkqEQ7FoHQApJgxyL6GlJJJaHWUAmiV3nJdH5SVe69w3vLfrng+mLO1UXBlXnB5UXBtaLuQOeT0deCndSxpUtG8oge10ndU/j6CYrqOqYMudE3ZxZ6ejT5wLcF/wR4LyIH6U7B8uT4dhf32ZadZJ3tzTEJEoMMhrBIDAoTleqCRMkIuhNynZLrjFz36OkcLT1KNJNFRaFWEgF3KjWJTujpnFzlKBWyuoXUCBReyDbLucsmljaPsf8ZbVUaj/E0QvAmy1ZGQV77mEbQxhJ6G2eZGBsFXwFmzyPgboRgQUxlKaLivnJxsst5Hbc11iqN93gdtzVq8luB4GdFXyVsJhmbOmdL5WzKnC1ytkzGPbMhu5MeW5Oc4SwhmUrUTKKnEn0TkNwrj930uE1gE9gCtgQiTnok6ckE4QTKSUSDvKI9k9IvjKKMLzhP9JdSFKbm41eeYb8sIgjy0d96WfCt8XhtvFm1lAGnShlGyoSK6TOKVMq2yENTXCcUHJAdKC/REpYVmpcevc8VLHGd0bMGbtt2nVNG1pajac2ImvUuqg5idd+4bXl88zwOYysWtmRaLZjVcybljLmtKOqaWT1hXh2yMHNKU1HaitJZKuePAfKHsLwKS4KPquIbxomBZM9p1FJASOcUEi0SJCnea5xX1E5SnnPt6ymJI0D58OeroWkvuCCyzV3NbrXPQ8VVHqj2eLC8zoPlHvdXe+Qda5lFNmLW32XR36Uc7FD2dqj62xwNtlFJhtbhZiPTHKlzhE5QOgGZoFSCULrjHb1UqQb/4eY3uExFan7L1vtWkVs7S+ls/E7D68qVIlU9Nl3e5NQCvlMMavn7dt6zsIZZXYXiFF3wXpWtH1cXxofnd4ydY1zfJR/C5zGEJ5T4FCmJSEAEFblDYbygtP7cdMEmUinZzEJqWgPGm2kjS+gpFcQr8QZuonVQ7RzjumAvNgCbRkpTuLLxwt5INVqp2EBpfPoSEilC1e7uQJkLAwZNSncXWDeCk6awWFDz9I55mcsb2n0Y55iZKg7o1KvLcZDnrGXbSTVXQqxA7+ExhfjJedjf00n7Oqx3bVXzYMMULxLxzTdFZZrretaxpmlU5UsfPdkW1Xypx2mgfF4FUL6wlr2F4eq8asH4YWnYj4ryaX1+toASsJsmXEwSLqmUe33CK2YZDxylXDjS9CcSOfboQ5Dl8ruoXinh9c/xG7+F8N7jzK0NIN2JkDq/o22RXq9H3bneP/LII7z97W9nc3OTr/7qr+YDH/gA73rXu+7Y861jHetYxzpuHDZmAhtbtcC8rGfBNtOUWG+wrg6AEvDeMq+OmJb7HBXXOSqucbi4yuH8MpNyn2etik3jtHkzB/uoYffAFCGmCC4vVe+FRJRypRB5UGZ3ty1V8VJI+skmw2yHYbYdixlu0E+26GcbJCoDD1IolNJIoUlURqZ6pLoXAXsaALsMwF09z7UE7mQIIYgpw2cfc87j/SnQvQvjfQPXbWAJtYJKCyoJhbdMTcmiWlWVe+8QOAoTvMqvFYtowVJwdVGzX9ozqzgJPBuJY0MtGMojcq6S2qfR5lGw11c8RMs4dUPKIVLvoPQ2Wu+SJDvkySZSqpaliDgAIggDMrrNjPFtVmjY7+NSHDDx0GQ+h/MAwjXDRO3rbzIelttjJTUXMtaFYwk9XVy3Fm9nCD+LWQ3Ex0n6Ypue2KGfXiRPtlH9Pj732MRR6YpK1tSxgGjtbExKqBHoUGhXKhKRk+gMKaNtqgzZ8InSoT5S5BA6wvCkLbwqO3xtWdvKRx7lhY99T8dhWfD49JDHp2Oenk24Xs46sNtRW7MCtBvIfaeg9u2GFmEgIon96zRmV2+mGRs6Z0NlbMqcDZEy8hmbdcbOuEdvrNBjSXIkSSIgT2YSPZM3Bcn9pohwHOSWRGwL1JZAbSsYRNf8BoxbwIG38e/zKA5PSqKmL1wDRA7kQPbcfV63Ei/eK+tnQfzs//pDPjU+JFOKjTQlVU0l5QAiRQvC5dL7FYmQAtmx27BuCZJhOZrm40UUD8hG0bkcWWuVnBDgpyAWX4NEqKBoVrq96HRBTFMYL9zM42XXE2F4KADRwJ9GGQ60oNw3oBzadecJqSbOBC/g1pJhOQoX7A9sa9cQlKXdUTwTfGfPVQH249SJm+irp22KjgzFOeKIZCoFiRRRzRnsHELDJSWVCRKNQTKvYWY8R5VlryjYKysWZ7zMXMJF5bkkau6h4H4/434zZqOcks/38YsjDoznGjlPZhd4KtvlyXSXy+k2hUz4VH4Pn8rvOXHebWouKM92ptlJU7ZTxbbW9LMUleRonZIkCVqn9NOcQZbT10nwPNaKvPXtknd00CX4Q/sOLFwuW++xsZBFA95rZzFxACWRglEa4OMFBnHgxbXZhrC83VvnWBjLUV0yMxVzY5jbAD7ndQCloVq0DdkD1mFc0EOf+JF4lo1gjqUFH/PI7KYWd+cry6L972T45dErq83yij8obXuo+busvD/DxWR5plypAMRTHWxW0oRRqhklYUpVUOPT8dR38TmOyoojaAs8Nn8PQyXJtaavEwaJXvq/qcb2R3UaMd1BkpMp0M11xUaQ3DRsloNsvqNsD43eqvX3j8e7JYB3J64R4XrZFPBqCk1upjnbWW8Fvp8HoL33lNaysDV5tH85/jfiIwi37aCga9+XwzON1cqlXPqsayEYJmlrKZOoMBDXVFwPgFw9J8VlXsxxGiifVYaFcRxWNVfnNdfmFXuFiaA8QPL9ssbdoC8+TBSXsoSLacKlJOUSCfeXCQ8epewcKNShQI1Bj0EfcUrDc6lYsRvgNwTpxgvr+3Om4P/9t3/reX/ev/kdf4BK7ow3/B/+4R/y4Q9/mK/8yq8E4C/+4i/4+Mc/zkc+8hEA3v72t/POd76Tf/bP/hly/fezjnWsYx13LIJwyqzYrhhXUZo5pZmHdW+wsc6UJNipLEH5HkfFNcbFNQ6LqxyV+50cu5ORekniGxAWLUoICZe+s3xi+212ZRro2J5wueO24oDLZ+7L9ICNfJdhtttC9kHagPYNeskIhEQJhZIBsmuVkOk+qeqhVYDsoY+atLD9dqMRu5mO8A26fS/f6ZN0+imedm1l+fhjVz7WhjM0z+3a9cASYhZv0/9ps9Fp+0jt9th/6b5W5x1V5TGFxTqLw4IzTOqK64sFVxdzriwKrixqrheG6TnqIy0cIzWnL8b0uEpqnyJzj5OzjzT2zKxgIXuoFpLvkCQ7ZMkFeukOo2yXJEmxbY0zS2kttXeMdMJWmrCZJGgpY62zRiUf7UTjexWRAwVv7tCHyLSKsFm2TCiUCBPLuk0WfC3wBjACYQXCgKgFslSIWORVOIG3sd/rPV46rAKUxynXJj5LB7pWVLnBWENde8zMI8fF8kvWEpXmqJ5HDhJULyXJNUmekiUJvSQjVymJWu0/NpxqmYG7dHEwUZDUwO2mWOa0rNkr5zw+HXN5PuXqYsqVxYzrxZy9cs7c3BnRnRJiWVdKHasvJRVJZIGNOLZZ1tFKM1EqMjq5zCCOxwVep1Cxb6ikRHkRvqP4XalKkO5JssuadCxJjyTpVJFMAyi/GbsVFLAJYksgtwMgb1TkYgvoESyZWjgOzY9QGGAsVgF5AiIFkUVLIk20UIrHxPkLLSN6DdHvYnz001cJvyJDM97YuczTuTUsJ9EdBfRt6kgA4KK1f2lG2BIpYoG8oDhPpIrAfKkSbuEQMqSRIVugJYVE+maETrWjec3v2HtwzmJwrVq8mYxfXqDCFArfLQF5AOKNxcKz9QE+LYQ3KGo0NYoKRU2mFD2V0ksSBjqnn/QZpUMGST+oXyUkMtwEE+FJYnoQiFD20CqMD3/9tZMUTuAcWGOpioJJEVTPB3XBnhVc95r6jIKKuat5sN7nZeU1XrG4wucsnuFl5VV2zPSmxO8AJulRDy5ihhcp1QWe7t3DU+kuT6sRl73mSu25XDlmznNAwoEl2MrMG3+PkkwtuLdfc0+vx6V+jwu5ZNfWbDtBIk3Ihmh+Q0oyTBL6WpMqGYsOBrh+u1ZDSkiUgrPkBstBmVgA1TtKu0xzmtfBg25hbUhnisVHShcLuhjLtK6Z1Ya5scyNYRHnYd0yry2VEwQJyjLOfUd++dd5++KXO9DqvonoaxWAeAvKNZtZykai2coCnO0OiIVmVhNL25SuT1wqJT2t6Seavor+4ErGbALVZrvciVDRby6Rt57G1QzSLKF7zFrpgHgXMyRMmx4XUuOa461dFvB1barrUgPfBfBNBpBxjkNbtJC/6QgIwn4ZBxBypcnSxlpFt2rxpXJctt7jz1d0O0MnhhtOGbRpZt2OUWdX51x+dXvn/E0H57THHT//6nOunt84z7y2TCvLlUUVQPmiYq+rKC9q5uZ8dYgWgt1ewsU84VKjKtcp97iE+8aawXWJfArUISRj0GOBLs4ZYEnA7YDfFYgLAnVBoC5J5I5AKYEfg3rVGuLeifiN3/gNhsMhxhjquuZtb3sb73//+4GgQn/zm9/MhQsXAPjqr/5qvv3bv53/8l/+C29605vu5stexzrWsY4XVXjv8NZgbIExJbUtsbakrhdUdkZZT6ltha0W+GKCqBaIcoGoCorqkEl1yNiMObJTDv2MA7FgLCrcOc2dxMJ2BTsV7JRhvh2X+9Z1hCpRQKMz6t4mdX8T29/E9EbYfAPbG+KyAeS96KUvkUohpERqHWog6QyvQjFLLyReKnwcbPVEJTM+KuWXQjFa5fxyO+1x4HHtNmMbAZFhVh0yq/aZxTpck3KPSXE9DjrMuDadcW36+CmfSlCoj7JdRvkOg2ybYbrDINukl24wSDbpp1voWLtJSo1AImWKkjla5SgZslWF0CA0EgVCt32wZRHCkGXaZpC3orhV+A3+1Pab6LSdG33zUu60/OK7x/vO/qb1jViahQarHQ8i+JgHe5amPRqqR3pEIHreh8ET77DWUnnL9aLk6jz4lV8rDHulZb9052bqZqKgLw7ocY3MPU2fq8GGxU8Qx5GGACFStL4I+hJW7+LlDl5u4dQQJ/o4JCYWJC2toagsxdyysFMWdow9VyAYIleSDa3YTDSbiWIj0Wwkms1EM9KSfqLAgzWeysPUB5tS4QTSKrQTJE6RxHnPKHomQTuJ8hLtJNLHHqIgWNerGpc6vPShTpcM9EpUEj1OSQ5SknFKehSm5CgjnSUIL7CJpdyqqHdq3I6Hi8BFgd7WJD4hcQnaKqSTyIVAWQG1QPRBSBGK0SpwSeifBZGdo7BBnFQ7S2FjrTlTc1iVXF5MuLKYcW0x43o5Z68I08KeXwB4K825pzfkQt5nM81JOzaYSezzNv02LRSZCvuDU8RSNNb+IOIvuekni2YSXQHeMpMfloMgQVjbqTHlBMpItAFRS9RckFwW6MsSeV2g9kEeCMQhCHuDvqSiA8XjtC0QGyA2BPSXkNzHjAN8fI2GwJjCqAykIDMgXQJyoUQLxtv1F2GsIfpdjJ7SFNa2twVodatnP+jY9bPJTFpi+PPC4YmFQo7D+VMg/Vn7BaAFeOExzsRznf+ybyW0iAUZpAoVn5UgFYJUejIp0MKFlCAzwZo9quoq1hygqCIsb4C5YbN3D5v9l7PRfxmj/JX0e/chPFSmxDiDtUEdgSlQxSFpXZGaCl1VJKZGmZqkLlF1iahKElOhTMnCwRXR51CPeFpv8kSyw+PZBeYqjx/EKohNnOGh8hovL6/x8vIqLy/C/GI9PhWvO6mxSQ+X9CDJEUkPmfYQSY7sb+L6O1S9HRb9HaaqTyEURmpqofFJzgM65eU6IdUpaZKSJBkLB8/M5zwzn3N5NufyfMEz8znXFgWldTw2mfLY5KRH+06Wcd+gx6Vej4u9nAt5zk6eMdCNnYtoi3D0lKKfBGuPVMlYsGPpH9aNxtbHuGjPE+G4iSPnAYDHkXYXVbtxRDxASZibmmkVKp5PTc2kNsEzvao5qmvGZcW4qqjczadSaSEYppphhMMDrehrjZai02hbFksEWm+0Zjnc/I7dDJtt8TMD2nMIaKvCrxRnjOdsMkaaAaymjGe3gKMQnfMJ0T6/EqGAZ64jJPceG6U3FhetkMILbOBvqlRbQKWvdQvFk2gjlbRg98XhlX2jQZqzovmNtlZRrcXUqgK+AfCNP52xoREngIHKWvV4oxpoG1ltOuHzA05dMwgVrXaajALjPJWxPD2reGJacXVeRo/65nPo3AW6AL0D2ltVDw30Pq4aavYf71StgvGVx3eevzl+5Xk7z9k81jjPQYTkh2VbIeDM2EgVF3spF3sJF7MAyy/plAtSszFXpJdBPwF6H/SBID0SJBOQ5zRC/SiAcnlBIC9K1EWB3BUwiI1XS1DzNA3POaEh2Reh0fkCCqlz/uZ3/MFded5nE2984xt5+OGHSZKE+++/nyQJ9kjWWn7xF3+Ry5cvo/WyCWyt5ZFHHllD9HWsYx0vyfDega3xto5Ff0wAvs5CXWDmY+x8n7o4xM7H2PIIuxhjyimumoa6MVWBqAukqRF1hTYVBRVTWXGQOA4y2E/DdJiC7TZ9jjWDtAtgfDtC8p3Oco8Up3sYnVHrjFqnXO9t8KfpLk8m21idoLRCJgkkKUorEhWgR6KC/Z1oPbsjMJYSIRVSyVDQk6C0lVaghEMLF+1QCQIRiG11IsyKbfBwW4fGFiJmstq2/Rhs+qqmHeZDm6jN7pRDdO8VbA4Uu1KhhUJJifcldX1IWR1QVgcs6n3m5T6zcp9ZuceiOsR5y7i4yri4eub3nOohebJDlm6T6i0SvUWiN9BqA51so+QAhIzCufCZeBIcGusUtRfUHioX7CBL54OXs7GtVWsXprvYOPMs7Vtbm1e/WtdsZR8cA/TL8zUDFTbCcnf8Of2ybek77cplO3ZVgHFeCBw9DulxlR7X6HGdHtfJ2AcExmcYMmqRUYkepXodTmxg5BBDL+wjofYy9mtdUOiuQJsFK14u54QS0FdNhm9CKhVHdc1BWbCwhsIGgHy1PF05LYAtnbGT9NhRObuixwV67NJjV+TsuJyeS/Ay/CaNdFgclfa4aKiuVMySRZIXmsEkIR1rkrFCjxXqUCIOBGJx4/asqhX9az24dizzUIHYFchLAi6Av+CodzwL5bBzcIcOU1kqHJW0VMpS9xxlajig4Iqbcs3MuV7O2CsW7JVzrhdzihuA8p2sx6XekEv5gIv5gJ28x3aas5lmJCoU+k1kAOSZ1BBhtpICgURFMWorOqXT728B+LKv3tTxkp1jBbQcoF1uvj8jkEbgKw91+Bzckx5/2eOuOfx1j9/3+PEpCqjuZ7vZgeNbArEZALkYiVZJ3tQbwC/Fs2jAhIELeiBTIIu1BE4D5PKF1ae5k7GG6HcxPnL5QxzMJ1RJjzLbZJaNmCcjZumQRTpgrocskh6FHlCoFCMUlZdU+HDj8iE1PUwhbaeOQGTp3xVuMk0scd4Z0OZGd5S4v7kEiZUdHimCOl5HZXyofiyDOjWmDIUijoqekaNM/wABAABJREFU1mRKkAtQyoM3OG8Q3uKcjTe/CltdxtRPU1VPU5VPUtfXV15SL76SLLlAP32QDXWBbTbYMTn9uiS9dkRSfoak/FPSakFaL0jqisSGBp4y9ZmV1Scy57H8Eo9mF3ksu8hj+SUe27jIkR6cerzylvurA15e7/OQPeIhN+UhCi7JGnSO7eXUww0qfZFSfTGPqRyfZIg0Q+ucXp7TS/pkqSYVgiyObCJV66WHVIi0j0gHiCRD6AyrNEYkVEIGdbZ1zEyAy7V1zI3FOs9mmrCdbfGXd3daEAqwV5RcjoD9mdmCy/MA2Sd1zX5Zsl+W/CmHK+81lZJ7+33u7Ue43svZzXN2sjRA83hTadTrAx3sPMIIe3iNtqMMtrGwpHWeSV0zq2umtWFam+hpXnNU1RxVAYwfVfVNjcq3vxOl2MzS6OmdtcvLbSmbaUZfqxbG2baIh6eOv5H2RuZX/wJW1kR3FhUU7bbliLP3wCkQ+vR3dQtbT2z0sQAqKKHIVADkmQx2K3nMJFhmsCxtQl7K0Xjohbh1AN+c47kM33bKVuF4c/2voi1RaUPjfb+ouTyrubqouLao2VvUXC9q9ouac2oevWgjkSIA8l7ChQ4s31UJu1Kja4G87kmegfS6ID2E9DDAcj0/B5THBr64sITlYieqN7QAQ5vCGNJagYJwc0xBboDIZUhjbNIXE8JjX0AhhLhjtirPZwwGA1796lef2P6xj32MyWTCH//xH6PU8m/6z/7sz/iWb/kW9vb22N3dfT5f6jrWsY4zwnnPXlGgROhHnCXKWMf5EQC56QDyGu8MbjHFHjyJO3gSd3QFN7mGnVzDzfZw5SyA8bo8tY+0LFLomekIxzM4SGG/v1w25zQjlYctm7LtM7bosyUGbMoN+mqDLN2g6uXMZcJcpiyUZk9qFkJx4BR7RrFvFXs24ZpJmLljT+QJhaJO8TJMpaCnFD0t6emQPZkrSa5k6Jeq0E5OlSQTwbKzKVqo1FJM4KKdalOnyzmHbaFxUJqGIqdhm/OurQNV+SgUihnaRZxrIUgl0ZpBhOpXjbWfEGi5heICqdKIgUIPBJtIRt7h7Bhrxjh7iDUHOHuIMQeY+pDSFNReMKlzbK0x8xrDBEONZYJhD8MzWPo4McCIPsZn1D7BncUMPotCUZJySMIEzQzFAiFKPA4rUmoyFmxjxP0YMuxZfYLmT8Ue37j6N5QKQS4VfSXpKUlPaQZK09eaYZIy1DmjNGeoM4ZpzijJ2ch65EmGFHIpW25Ob6EoavYXC/aLOdeLMN8v51yv5+zZBXt2jsVzYEoOTMmnzvgsUqHY1X0u6B4X/YBXFFs8ONvgnumAnUmP4VFCMpbosUSa86/FtudxWx62gZ0AbdWORO1K9EDi9z32qsVd87hr/v/P3pvHXXLVdf7vc05td3nW3tPd6XQnYUlIWAUxwyYioAICDosOsojjqPNjFREHBWQVgxIXgkJCUHDghSwqjgwoBEwAxTGBCGFL0uksvfez3qW2c35/nFN16z7PfZ5+nk5vSeqTVFfdulV1697nLue863M+XzgC4qhBZAJzyJAfGu6YKGHIxzW9qYSjEz32jy+ytz3HD5pHuUPOcyjv0F8pL8e9ZNNhky2NFlsabQvMGy2mggYTQQjCjl7GiDJapeX5tP3QcSs3yfUVyV2PjLGAnBRMaiABfcTCcn1QYw4bzFGNPmZgufdxoBDEJtc/2QBiWiCmJKLFwE8rXOHlaryKBNEoIlbkIE7FE8PxKvdhQL4W1RD9DMkYgz5yKxNrjDDRQpL4TZKgSeK3yuUsaJMGbZKwRRq0SRtjpNE4eTiGVAFSebYCsYDMKFIgQ5AZ4a4mG5cT64Zp5XoA5N0V0yJb2EZnVLexYMahIkCUdTsysD8gKdhPal5dsUySIjYlwyNG0UHqeaSZw6OPRx+FwmMLHhO0jGZTCluTnF3dmN2dhLFkgSA7MvL4x1NP+twebmZv8xz2NrZxR7iRff40x1Rz5PYCw2aRsd3TbPcM5wSKcyKfzY0WUo6RmnNJEKRaMC/sVGRUBUrR9n0mApvpFfkBkefje76D5dJVMR/MhavqXlZ3X/LFLQGf4oLCQMaY8u9XgOtentNJU/pZTifLSHONErC91WLX2NgQRO3lGfsrrvVi+VCvR6I1+xYX2be4/Bt8KgxKwL4xsoB9OgzJjKaTOud4klkwniYlHJ+NbSb5eljemO87AB4smYdMVkB5qFTpxB1krZshR3EnTeikhaPExocoaRvaNgd+GJsPZ5uPeJ8s+TuJJfPBdqOe2cDlvqZjjHx8O1eVWJCqm/xE43dqHV/3tHFlL+KYyiiNARwvvnuT3ELyzIH04v08H+cc7acc6aUc69u87yMOlqerBH17UrC54bOx4btRBu65UF0eOCXs86ysdyuq79GhY7iVQ5+h8vbw/YPjr/RYYuhYxWMpIZiOPDZEPlO+T9NI2xDtGvwD0PihIDwqiGYFwZzAn2P1TkAT5CaB2CgRG4VtiE5KRBuEEZjM2vCL87HXkwVEIKMKKPeE/ZL2zj5Qfn/SVVddxU//9E/z0Ic+dGj9xRdfzKte9So+8pGP8MpXvvIMnV2tWrWq6mUZt8zN08/zQearM2XYSEHrCPSlHJhO7mcyxoDOhlzkJre3894c+thd6Ln96IXD6MXD6MWj6MWjmM4MJl6ZwFR/pQyGroKjzYCZhsexSHAsMMx4OTMqJRUrj/aUCMbVOBP+JJPBFBP+FJPeJG1/kkCOkQk7hrirBQsa7taG2I38i41gRktmMo9jmcfhvuRwwsiIDQFsaUTsaLfwpCyjG218o53HuT1Paz7LmDvBmGMpcBd0hItSdS50YcmUoYg1zVyNnpRYpwyNBF9PM6A07cihuUK5OFbrkLWtpUlgGm0E2gjbNlxv4PtIm7Yu++MeKYHMCaUhVPaCROR5SGuFwkbZ2KwHG1tjXQXG5BjsHJNhTI4gs/frHEPq3AcZmBRjMoQbQV8taqlRlclDI93cI8cjR6GFN7RO45GVt31yPIzwyyecYbBNwZab1vY6NVA0hUeTYlK0hKKJtOuNR0t4tIVPSwSMqZBx2SCQAUoqhFBIpezoB2lHAKDBJEBi3ydF/SmbPqCx3vDynYY0AqUlDaM4V4+zW0w44x2YlsE4B3kuDHP0LVDPuhzJuhzLuix0E9ScoDHvMTkfcU5njHM6bc7pjLGp20StchFFC8N8K6YznpJM5JgpW0jSn5SkE5o00G5k62DsqBQSpQXeosT4kG/X5NuqUUjgzUv0UY05alDHJK0Zn+nZiEbqE84pwrkG0zS4kGke7458qNFh39gct4/NcWyiR3cyw0zCRCNiq2qzJWgzHUToCOIwJ/EzMs8gAoHv2d+SMS+k5epPVUcRnwoZbQF5Act1rDH7Qd+lMYctLNfHrLOc/ioHaoPcKBGbhDX3TAvkpMBE2MKuxZeNB3gCEWLd5vei/PGzUTVEP2MytF9yFd/7zldJewt4eQ8Vd/CSRVS8gB8v4sWL+MkiXtZHGk2ULBIlq11yGkgLSeI1SIImsd8idnML31vEQZs4bJGGYyRBmzQaQ6kAIt9CXKEQ0kdgAa6Qyk2uqjj2Z1wbQ6w1vSyll2X0s4x+ktDLU/pZVuadx7mF76nWZDmkBmIjSIzNmNMIYg0xPpY0tIHlhTFLCQYV1Ns2LqWV92nrPq28T9OkNMloCENTQKTsFd/QU/jSZ8GL2E/EAROwXyuOrjI0f9qTbA8V20OPcyKf7Y2ArY2QQHlkUpG6ixOpgVlh8+QDpQg8jynfZywICT2P0PMJfZ9wRKHBUyUhbCZ+Ae6ryioXR6xTNaOTZXRTm1m/mFq4PBEETIUhl26YLuErxnA0jocA+4FOl/3OvT4TJ8zECTfPzJ7QeSshGA98JoMVHONhwGQQMh7YIirHg+NzsbWiDMNxScNTlWKX0sFm4fLMROnGPlm53rXuPzKpyzip5L0tjVMZguO5JtaGJDfEefV9jBvuW+nRGEM/1xzrZyUsP9JLOdSz2d/xKpZyJWBjI2BL02dL0843Rj6TkU/Tk6UbfV3fUWsYEbLaFuJ494tVHkaDyEFldui1Nw+N26B5UBIdEwSzAn8W1IJYuc8qsUMaN1lXOdMCWQxx9EVZMb4E5T6uFw0yEojQLhfDGfG512b83Zd18OBB/uEf/oG//uu/XnafEILnPOc5XHXVVTVEr1XrLFJuYDqKEGDNPlpzuN8n1wPS57n4R19KWpWaPYGr2XNvHVk3AOQDF7kpgHnaR/fmyGf3Y+YPkS8cxiweQS8eQ3eOYbozmP7CcR9DewFZa5y8OU7eGme+EXEgyDgm+8yaDrP5ArPZHIkpbN3Lrd0CwZg3zmQwzUQwxWSwgclwA5PhJtrRBnIRkAiP1Ej6WjOfaWa0oa9zEmOzwTtGMGsEx1LJkdhwsK+ZSUYbzUIl2dlus6PVZGe7zfa2Ne34UpYxfDmukLwZ1Lvp5bYOVzez8SNFLaXFJKWbZ7a+kovEsKN6ByO8c12826xhzMZmrPSqCpytEwjLNZW/rN1CWPNCIAShVITCZmLHWpOYwWPrEUeAUf7m1WXKKFeNwKCEnQrXeyAhEDk+MZ7o45sOnpnDN0eR+SGEOYI0HRSpda8W/rjjPq4gxyfDJydwEDtw64rbPrkIyInK5Uz4Q9vmBGhxMtGVffUkECGJhE8kPEI8IqFoCM9OCJrKoy0lbSFoCElbKNrK1TbCRQEJiRI+ngrwpO/AuEIJz8JyKTFG2tpxrn1fxtfozLa/l+UdGlefzvZfi0slHsIWkBU+RhhicmKpyUVqLzuUo6dt3EjQVQRzHpvnm+yYG8ObFahZiTcnkMeJXUm8nCOtLvvbi+xtznJHc5672wvsby1ysNkhk8vfhaovmM4abPCabmo4d3uTKdFgKg8hk8zqHofpcEh3OaQ7HEwXOZAucjBbJA01nIOd3Gsy3W+wa2GCXQvjPHBxI7sXpzhnvk27F7C512Jzr8WjDp0zdC5ZpImnc5KJnGxSY8ZhfMrHH/MIGh5BKPHHPMKWNTIKhW3TnySntcmXwPKuxtxt0HcZzGGNLiJYZsxKXlNrGpqw/ZQClhf9FDwxGPUqsbd9Z+RpiMGIV//kPq/7u4Qxa+j93s80Pz/PxMQEc3NzjI+Pn7LH0XnGXT/8PEncBW0w2uajCyHLoWBGStuCzGwRFpH0kUkXEXeQcQ+RdJDxIrK/iIgXUfEiMl3tctVoGQRp6XS3bvc4aJL6LfrO6d7z2yRhm34wTj8aQ0hJFM8RxnOE8TxBPIefzBPEHcK0Q5j0CNI+ftZjQXQ54vU50DDsb8ChELRlse7HMSIjwssixpOIRhYRZhFeHhHLJot+iwWvxaIXsSgjOjKgKwL6eJiTBDgnfI/tzYjtzQbbW012tJpsb7WIfI/MCBIDqbGufWOsG913ERhNzxZqtFctLZANlLpXwlftnmMRC1MU7lxM08oohRycO3VpBEgvy9jf7TnAPoDsB7s9lBBMFG7xAow7IF6F5G3fRwrh8gMHRUWXwvGiOE1RBLeA474QRC4+ZhQcL/Koayd2rZOhYuhd2tEkXU06r8m6hjwzpGhSCX1fk3mGTBlyCZm0y7roZ4GrIG+L+HpC0Ms0R/qJBeTdlIPdhINdG8XSW6UophSwMfLZ3AxKUL6lGbC54TMWeC7mxQJ8wLn4BC1fMRbYeB9vhUbWWhoMa2lWrLnhYdzQpmJaMIjDwCGNOAxixiDmgDmDmMdWfl9JEWX8ithQKZgzLkoHuSiuEBeOjQDr2AjE8uiVe2FDdLX2Tb/f57bbbmP37t1E0T3LJK9V676o+jNidTr6SZnWvPq6r+HlKdsbAdsaIVuiiI2Rj68URfFzgyDDts/TItoMANsu9JSLglEeLd+n4fkEyiPwFKG0BeHOVFuwBOL5knkaY9IeujdvHeRuMp2j64bk+CG6NU3WHCNrjpE0GmRRm7zZJg9bzOQLHE4OciDez4F4P928u8KBBGPBJJPRJiajzUw1NjPZ2MpkYzMTjS1I6ZMJSawNsRb0ta1R1EmsmSo1ORjIcsN8rpiJNccSONTXHOil9PPRbZqJwGdrs8HWZsSmRsSmRsh4oMps6+HR0Rmp1vTzjCRP6eWpi0xJiXVOkmckujB3ZfTcNnqtKKR0hFs3uC88QunjSx9feCgUEmVHqeGc4NoaIRKt6RsX93KCUgiaQtHAAvcA6bKpQRXUVVg3eEZOZjISUhJS+ialL1L6HL9WzPEkjfWw+Q6De/SR9NEoB8o9MlQ55aeg7o9EECBpGI+JPGQ8DRjPQ9pZQDsLaWc+zXLyaKQeUWanMPMIU4WfeQSpROUKIwxGaoyqzo3NHFIGFBiX8Ww8Ya+AKIFRYFxxS6MEWto2vpEG47m5KiaJVMZdPREIzyCkQPkC5Umkp/B9gVISJSVSirJOlhKyYgQTy/iCTg3ZjCY/mpMXQHbGIGZAzoI4TuxK1tBkE4Z8UpNPgp4y5JOGfEKjW5TXcIwxdHRacbL3OJJ1OZp1OZp3OZr1OJb10Gt4lx3PQCMRbFYttnpttvhttvgttoRttvptNnktPPe+yowm72jkUVDHBMFRRTTjEc4o/PlV3nshpXO76A/IaRvTKEIbeyKawhbFDDkugDaZ7QuaBEgNekGj7xiRVz5rVr76pVzsyiYXF1mc20Qx2tUZglwfBd9Fr0TOzFPAcr92k5+o1tq+qZ3oZ1BGGLrjE/Rj92Woc9AabXI7rMloyPuQZ+Dn6MAgjA9mDGNaLux/yadQSDAalSaoJEa6opgyjpFJH5n0UHEPmfSQcQ8Vd23RTAxB2iFIO2s7d/tgiCVffxrD0RD2N+AHDTgwBgej0Zl4US7ZlEVM6zGmmGRCbcT3J8mbDVIvJA4CYqFIfdtg8YTElx6hCom8JoGKUDIgVxE9FD3j0UPQ1cZOuZ33ck03z93QPhth0vA8drRabG833bxF2/fL6uOJa5TNG81CovGkJJCCtu8z5vs0nMulcDHfl2CsFMLlAy7Pe8uKWBj3GvVd7no3t46O+dw2EMd8j6npSR66cZC9Xi2aUcDxophoFY7bEQ3F8D1bAKiA45GyufqR8mo4XuuMKNOGOM3J+oakq8m6mnjWwvMs1rbDpAzaByNB5uAZkFrgG0GEzbUU0rqcu+TsNwn7dcrBPOFAlnAgTjgYJ3RWAeUCmI48B8nttLkZsLUZsLHhIwWk2pSxL7mxzqdY2wLNmxoe7cAj8iShywJVZwgKm8yB8hR0R2MOGvQhN5TxiG1wmllXKGdEvumQCrfGRhAbZNk4lhMCE5pyJJUdtmg7PiLCAvZAgO+GNRbRK/dCUF6rVq1a93YdmJvh3w4tj2gUGKZFzmaZsVlpNivY7Ak2BYJNgU/bDzAqAOWhhR1dlQILRnLMGHI3okgK6Wr2KBpeMQUEngXugbSgXUrlcseE7WMhBjWKymxit4xdFsV6cGDcOcl1hsliTNLDpH1M0rWAfP4wevEIpjOD7h5Dd2Zs3Ep//vgvlB8h2xuhvQHdniRrjBGHIXEY0AtCtJIINJ7w6OuEI+lRDsYHOND5JoePHUAv6UdKodjU3sWmsV1MNbYw2dxawnIlfbTBgWpNL02ZyRL2LfRZzBboJhmpse0ghCTNJXMZzKaCYzEc7qfMrFDwWwqYDgM2RiFTkceYr2j6EtAkOiPOu9zdm+eWhYx+lhLrjERnDpJnJHlGX2drB+JL5AlJQ/k0ZEBT+TSET1P6NERAU/i0CBgzAW1Cxo1d9o1ng1VcSotwD61deIUWxkFVbYuNSkjI6YmcPtakRCxQfYnfk3h9iY9AKoGSOJjqMtGVLA3uRhqMAC0NUgqQFtAibfyHkbZui5GDnnoRB5IbTWwyOtqBdZ3Q0yk9k9I3CX2d0ielrzO3LiMmp29y+uQ2QkTYdIn+kNt+4rivsULQRDGeh0xmAWN5wHhq5+3Mr4DvgEbq0SiAd+YRph5BpvBTDy+VeKlCZQqZn3xAf8ZVHcjgIL5QFsrnKidXWLe0shjato8pibQaOpCTBMaBaYGZhHzKAvJkIicez+l5drRGZozN9je63F8kRWyR7V9H0uPcYJJdahLhOfNKLmx0iLFQe1b0OUyHI/Q4QpejpssR3eVo2uNo2mUxSzBY89DmqMXmsM3WwEaubPXabJVtNpomfioRmrLOUN4zZJ2cxKT0sFE1yrMXIbxzPKLdPpHvuVFICi+VcNTmrZvD2s1dREoM5m6DuXvJd0YBsqfsJKcFYrNAbJbICWHd3aGwV/ES0MeW5JUfMegZDat9fQfO1FNEsLjHEu3ih8OZeqoRLM1KP8VexarjIc+gaoh+BvW+r/wKnXgWKRWeDFDSs0N/KsN/7LI3WBbCVf1VFfetK+Lo4IA0IAOD9CWSJlI3KUJYBAZppNtXlUODZJrhpykyS/CSGC8ZQHcRd5FxFxl3EA7A269tzdEA9rd99rcV+yPDQT8hFcsbMIHw2eBtZiraylS4lSl/G5Fso5HkQpKiWTSavs7JEBjpobwIJRs0gjaeilBuEtInl4q+lJiisQq0BLTdFVt7tXZQ7XiwbO+DwbDQVGu6aUY3TZ2L2QKlTY2QpucTKjscNLqf5i1WVUDqpWlxuTGkee4qj48qbJoNDb1dCY5bJ38Nx2udWeXa1YrItc3OTHP6HU1vMSfrGlgw6NjYhqPANiIDQWgEY3cLorsE/iGB8UE3IG0YFoOcmSDlsJ+yX6XcpRJuk33u9hIWfdfBGqEp5bHND9gSBmxp+CUs39Ty8QOJUbYjlZQjSGzMC8IWzwqVZDpStHzlimZJIu/0RhSZgmLkDpIfdpD8oEEftY6ZEpKvZSBViyEXeVlRvo3NKldLQLnPwFHuuwaog+Q1KK9Vq1ats08tHfPKu/6O/cE0dwdTbj5NT4UcNR5Hc4+bR0RJbEhnOCc5xrbkGFvTOTvli2zNO0TSoKWPUR5a+mjpkbspkR595WOEh1EeQvlI5aGUT+B5+H6Apzw8LyDwPDzpo/wA4fmgfFBhuSyUjxACk6fohSMWlDv3eAHIdefYOiD5JsTYRkR7I6a9gbwxRho16YURXVL6WZc0T8hNjpECT4QI6TOv5ziS7Odw/y4Od/fRTeeWHT7yx9k0dj4b2uezcex8plrnWoOSsWaifpazt5fSnT9CN0tsFEpuyDTk5ehpQaI9OrnHfGqYiXOO9Fd2l3sCIg98pZHCZmHnJmFRpxxZyDBrMNiv+pIJSdsLGfMCxryAtgoZVyFtFTAuQsZEyBgBbQfDmyYgMB5GG3RubNSGNuTOGJQbbSMw0WTCkJHTExmLpGgxcB0jQGaSRl8R9hWNviLqe4R9RdiXBD0Ly/2+xOsKvP6p71MaYezIb2GBo5HFHFcd1mBUsUxZYFBIazKg3F6jhSGXOQk5iciIRUZs7DwhJ8yVdXunHkHmEaSKIPXwMgszZapQq1WavQfSyqB9Te4bdODmxRSYwfrAYAKD8QUmMOjQgAfSSDyjnOFFOQOMQmmByAXSCGQuEDl27qIERS7KWEEXA29NIa6w/PJ1rk2cD24vq4NpGIy+LFeZZZss83H7Dv4WkYRuWRTxhMeJGdSmMLYV8buaLNUkSU6WZCSJxuSQ6swBbIPxDMYTiIaNN5SBRPmSZhBynh9xnvtcLFWcZ3TShIkgQo1gK6nOWcxTEp2TZjkiA6UlvlFERtIioolPmCl7ccVIlLY1kEiKVBwD0iDaAjUh4IFycHFCY13hh5cA9iPW1GMcbIdKYlFh0pm2MSlmzmaWs9LgHRjUVdok7X7T0uaVNyp55S6zHk9YU4+D5XUEy9mtGqKfQd05ezNpHp/p01hR0pMWxLdkCdwVCinGkUg6ecdl5LkSwk6+8NkUbmFztJXN0Tlsbp7DZLTZNipVgFGSjJzU5GQ6AylRXojvNWgEE7SiaTwVWXAuAluW1LiCGsZWQi+czLqyPtO2kZNVlou8sVTrgTPAGIzB5r8pxVQY0va90lUeuOKftdYuJQTK81g6uHlpYdNMmxqO1zorpI0hzW1NhzR3Q20zTSfNiRNN1jOYvkF2Daor8DLwtCBSAhFIxJjAXxAEd0JwB/h3GlRn9Ps4RNDGYyseD172KbGupU6o6UearAE0QDUFYVMhGwIdgAlBdyFfMLZQj9B0RY52EF+FgnZD0mz6NBqKMJCEoSQMhG2MncIGmCmqSWeguwZzxIHyg65RWoXkqzU2CzVGQXKgLSwk9yuQvHDj+FinRlhErjinRgHK6++YWrVq1brXKApCkp0XEiwc4xJzjEdnhwjjhFzDIgHzMmRGNDiqWhz2xjngT9JREUf9cY7649zUOm/ZMSfTxRKwn5PMsC0+xjnJUbYmM4zptUdhHi8K2ggJykNkxxs6BdoLyVobyFrTZM1p0tYGkuY0STRB0hinLwVJnpBkCbHp09d9ciNI4y4kfaTno7wxtMhYzA/Q6d5Bp38H3fhOW7BxSJIoPIdm4zwajV00o114/hQgSYA7Ys1t/TkyF4HSTV2tlkqBykwLOrlgMTN0UkMvgyQXtijk0tcBF5wtXD9R2CFnKZr0OIHenpBEyqPhBbQ8O8Kg7QW0g4CWW9fyA5qeT1P5tHVAOw0YXwyIYg9phIXi2rmwUzcJW4xRC0MuwAhNInNikTq674xY0o6ADgAv9oj6Hn5X4fUkXlciOyC7ArogOiA6ws7XWazUCEPegKxhyBvWUCE0CC2QGjBuntt1whT329u4+6pO+KqEEagcRpLMMygjLeDOgwJ0UwLvch4YjA8mHCwTgHEToTVIiFAilTVlqSKjXNhRn3458qQwE9r2oHQjSmxBWHtbCcmZaCra2gcMgHoB3quwPVu+zmTYBJ8J65amvf62rslN+ZgiAy8XeFoR4Q2iDZsO5ob275UqTSZzUmVIVU4ibK2BXp4R65xMJ9bR7kaZCnDmOIknin6/ZDpqoo2hn2UWlrvaBWDrW/hKMe4HtFsRDc8jlJ6NapVq2fMsR7QWr4t7XiaxbnGTuNc2MeXnBSUQ20Btt5n25SiPBTDHNOYI1lV+yEax0MeNjIWlFzDEBIiiuGelrhIBoMWgz+LAuBwVwVKbeo4rY8xZ05+rIfoZ1Isf827unLkZg0FJj1znaJORmxxdLOsMbXK0yYeWh25rt4/J0Dp3+9v78mJ7nZGX9xf7ueOYrCxAUZV21cWBFUOrlPDY1NzOlta5bGnvYuvYeUw2z0EqD6QCqezwIJ2Q5jG5yZEIfK9Jw2vSDCaIvBah18BXEUqe3LekMbaMyjB0txDdFh2SZ82H8b6o1Qqb1qp1qmWMIdGmhORJbujnOb1U083sRZ1UG3RikAn4CYR9SSMW+JnEMy7zMATTso2q9JYc/w6Y2K9o9KvfHYJEar472edbG7rcPNVDGcF4opiIFZsyjy1ZwIbEYyJRtGNFGAu8xDbex2LFWKxguVFsiew4T+0bTNO6P0RDIN1E5PLxGhrRMmRtEG1pq7dHwnY6XAFM4YuyGvtqQwJNJZfcxC7brwrJj1Ug+VpqXwdYZ8yEm8axTvIxB8mDFSB5hC3iWTg2HCC/t+aT16pVq1at0Vr0It4nJmF8cg1bGyQz+LhRvMYHJMYotFFkRpEjmfXbzPptvtM6d9kRQpMxQcyU6bNR99iUL7I1W2BbNsuGrEMj7xNmCV6eInSKzFNkniF1ispTlBlgdWE0OICeqYB+c5peY4pec5p+Y5pec4puNEUvHCdREYbc9lNy2yfLdGLbKwuz1v0MaOmhRQiihZGSJJ2jnx0mXjhMnB4jy20mtZ2mMGIjRkYINYlQE6DaIJpoBHmiyRNDPrNIbubJjS77SDZaEReL4hoIxrcTHqJEB4IqmLW9rcxRZDv3pabp+USeR6QCQtkkUBaG+dKOPm0on6YXMBYETIcRE0HIZBjS8nx810fTlf5bURNJG4OJDaIrUDMgF0GkgtjP6IYJRtqi34ORybJcDo1P0JMEfYXXlaieQHYEsmtBuOxgL/gvuvl6qndiXzLRBloC0bIRDaIFoiWsGaAFpiXQLYOJDMImstjnBC4DezCKusjFPl531WgzqDZagesmx0bAVtaV6919NknWYHJt02Vz68o32oLWYirX56BzjckFQtvttGdKwG0CC8YJDIQCGQK+sMUOQ4n0HbTGRisJIfCL2E/3nxIWdBf1EoWQbu62OMFmn9GmqK9KWWvVAMIMRoUKht/ibvlUMAMhxKC9Gwwe7mRc+DDGDMF5suJ9Iobb2Z5rf0eibGePqgHkUZTKHa1M5848Z+eZzknynH5ui/YWtQgyFxkjhXTfBZKpsEXLD1xkq+cSANZmaiz6NTD6tVv6OpgMyCqgPbagXeQCERlsTphztLv3heiDnnF9np4pQbmYcH+/JREsBCCart9SjIAN6giW9SjThl6W08s080lGN9WcP9mg5Z95s2sN0c+gHrjlR/FkgJSK0Gue0XMxxgLzAajPhkB9rvNyfQH7I7/NhuZ2mxfopHVOqmPSPCZLEzCgpI+vQqaaW4j8MUKvSeA18NVqX8MnR6IouCIENcKtVeu+JzvawZT536k2xFlONxuA8iITHKxTJ8gFYSppJZKwZ0E2qb0vlYbDMmW/SEiP5DTuFGw+4HHeoZCxtBjzahVLzc1TPb61ocu3pnvs2xAz3fDZGgTs8Bts9ezyliBY9oO/6CYykH0wHYPpaHTHIHoC1QOvD35f4PcEXl8ge1jXkwGZCgvc58D6rMyqzjgk1uEdCTtvWABP2cET1kkxZZfNnBvieMhgisiVOW2HWR8vctSnbFiKCZbErTinlxTlsOEyciV05+dhHSJ15EqtWrVq3S8lheBHN27lttnDZEZb/leYMI0hc8vFz5HG5k1bMuhG+VYhmLEXoG3uRgGH7VygiIXHITwOiRbfK4bXu27KABDnSHKUzPGFIZA5gRAE0gJATwg8Az4GzxhyqUiELGv+FLA6N4asl5J1j5Bji3zb2BA38nbNr9IEGJdFXVbFrkxGQCYgLdYVr5asvDCVbYf29xCMjt7wJbR9yXiomA59NkUhmxoRDc+noXwC6eFJVeanZ8bYOFEESglCaaPl7GhUgefgZAHHE52RJFkJNqWDp1JIVCbwe5JoURF0PbxU4AUCMaXwAol3WCCPCFRHWMDeBTp2Eh3b1qK35hd4oIgShlO0mVoOPLaEa0u5Nk6wdthawr0q/F76p4AB4F2yvto2EkW7aolOFpAdff42Z11jwLlEi//WAv7X9BhV6F3OrSFuCIJrBz0LZzeAc6KXLv3ifIroGmtNH35CxbZmycTyWJVil8qt4ccp56I4lRUBPeu8r/jbG10BxFXHOhWoq0R5cUdEYjBi8yS3sz1pwXdjBeqSG02aW8CeGo3E1mELlXdKTY1CiPJ5whpAe7bE3R4bTAxqEjgXe1FKsHIEi89x43NqLVemja1hmGoW04y5OKOX2d/NhSRj73zM9rGwhui1BEp6dJN5usl8McjIftPbS1+uzWPXGVP58i1/DET5RSCKHwo3RInKPVR+1IptKLer3rbucs+W9UWMOobbxxhDphP6SYc0jzFGI4TEVyENf4xWMEnoNwlUg8CLkOLMv+FrnRnZ4Vo2X7qQWaH4z/H43LLtV9lhpbtGNYJW28F9GlFSuKroLsLG3VanyJ1Qa6CsAsmLrPJOYn9cE63JtO2sga3orqSNbPIRtIzCTy2Elh3bGDoap9yRpewn4YBOOJQmRIcFOw4GXHK0yY/NNBw0H6ivNDdP97h9c8zhbTnZVtjcCNgTtPkxb4qxXCFTgcgG/fWiYCYMGvFF7FSqbQEu495P3qQg3OjR9MH3FaES+ErieWLQz8U5JvouGqVXAHigazBdu2y69n7TsUMZ0UDRgWSVz8BapApIjnOSD0Ny0RIVZ42di2LobeFwKVwjNSSvVatWrVpLtCFq8qZHPoHP/OB62kETYSSxG02W6twWps8zUqiM0rWGIK2tWzlHkxlIS4e1BdWZMWQmJXexA4k2xFqRaEmiJZmW5EaRG2vTtDA5AMfXstz+tPcoALsjL2LJvGw9jgLccoX7qGzj+mblq7J024IEnhpJIdgUhWxtNtjajNjabLCpERJ5qoSneVELSRtinbOQ5hgy26aRkoaStHyvjMqMPIXv4hxsn1MSSIXnHKmBUq5dbYudSyFROaiuQCwI5DyI2BYSFBvcn+WIIf9/Ofm3NGam2rYZbucM3ZJY8FW0WZbC8IrBgBYn5B4ts6+Lt0gOxg6Ptq5VcJ0Ldz6qAsGHAPHKYHeoLefeboN+UeW+8m3j+vXHeesddz223SaEjd4Zet7F+eYOdFcg99JlC8KXPL8C/laeE0s/LlIM1heFNiVuhKLL/65+RKyF3db/lUuOWcwL8K4rjz1iKl/f4nmuuJ0Zvjiy5EKAWbpu2etUkvuR52OKL6QClHsCIqzbP5LL3OSoM99XVUKiPDki2PLMazloX/5aDV2wkNQjYe+h0lzTyzSdLGc+zlhIc8uLcs1MnHHnQsztC31+ONvjSN92pn/snAk2RGfeGltD9DMoJT22Tz6QXGfWR+h+aYz7hi5vuW/ZAjoW92s0xpjSRQ7aRZVojLtveH1efuFqd7m2iHGxj6rLBmLxGKMe12DKH1AlAwIVMRZuoBGMEXgNQtXAU8HpfTFrnVWKc5sv3cvslcSFJKfvAOhK1HvUWrHSejH6MAKx4nFGHmnF46z8uLjulIXoRc4eeFIQKIkvJYEssvkGkH2wPLh9Oos7ng0ylWHC2kC1rkG17kHuHCa5tnmcnTQvY1ky476TjMBX9nX3paDhCTyhbGZkDPQMs/MZd87FHIwTDiYpB/KE/XnCoSzFaMOFcxGXHm3yuKMtLp7ZSCsbhuaxp9m/OWV+uybfKWhu99gWNDlHtMCASEEkIPru/eKDboIew2aYK3vOaWZIc02W2wa1LyShEDSUT8uTREhCBL6QeC7jshxmWzSonfNGGHu/8ASMAW1gE5X38uD7ueww5Q689wymZ1+boeWuvY+ug++xc6tMiuWQfMx1OIuiU1VIHlknxlDDvYiLqRuZtWrVqlVrjeqlC/zZtf+NREPotwm8JoHXxJcNlNcklA0i2UDacFmMaJCLCEREbgKs99kgEMiynpxBYhDCYIqr2sagTe6YVbW/ZVuCmTbMp4bZxDCXwnwKC6lhIYNuVrQIHU0ZAoGnX1JYjuYJUBI8YdtHvpQEyishtSeVq0tkpwJ4exVzyJjvMRn4qMJN6dppi1nMXGLbcmChWKgk7SBgm+8zEfg0fY+WFwwB8wKMSyFs+7hye5RMbqADekHbDOK+/ZuJyLV95iH7Rk7+rRxzoPKCB9hc4nYlRqXt4HhrAM1pnHi7pARpS+F4bjvRJagsC3W6dlKEHXEXyEHbSC1vK5XO6zVOZSJr1YGtl25TgG2GoK5Z1s6s3F4vwC9UvKxL3d7FcgV4W/gtBq/FErgtqrC8Cr0rt083GBYjlu6pygsPSyc4LtQvC1PW7udTrnK0x5lnuPdKJbmmm2l6Wc5snLGQZMS57Svv78Tcudjntvk+t8z16KTDY7IEcE4roJOuOu76tKmG6GdYkd8+7Y9pChBeBfdu3RDALxqTjqyXW1Ty030V4qsIueQqdK37jwqHcDfL6aU580lON8uJcwtIlbD5801PEkhxRq6CF/A2027YrIv/yN3tTJvyvsytT912mbZQt+FJJkOPcV/RDDw8KYagb5oZFtO8XDdoT9qOmBQDF3vpZBfWaRxIrONYSjvirtKROVtc77keDbyHaw4Uy85trc3QVAxTLv4epnKMaqe1+srJshMoiHw79Lc6Gmaum1tQvphwcDHhUC9hf5JyKEtIKsfyNDxgtsHjj45x6bEGFx9r0siHv7fSwNDfbjA7BelOQbZF0pAhDdxppSC7Fp5jsDGhEcTThiTQJIGxhXa0/fsLA74nCULBhO8zFnhEShJ5xVDm4/8dy4zLaqdmmZPFLOv8lJ28HMhFpZM3vF3ZQVrqhCmcLXLQ+bNFnMRoJ/n97IJQrVq1atU6deom88z29tvleL17S5RqoGSELEC7jJCyaeeigVANlGygVANfNghUE9+NnlUqQErp2J9gvAHbzcBIZPtMmsxoFhLNbJIzl2jmE8NcqplPDQtphW85oO1JgSJDECNMD5MvgumgSJFkSFIkKUoYIm+MRjBBFEzTCDfgq9CCcWzRS4lGFDEzJrNcUio86ROoCE+FeCrAEz5KKfeqCJcq4bKmKdhmkRluIzBxLnGjRengV67QZqQ8mr5iMggdLPdpeh6hWl7sb70y2l7M14saM4O9yG8cOJ8E0Rfk37bgXN9egbsS5IUSdalCPVDadsqJPL6ptJuGALlrYwlb2HNp+4gGyAAIxKDmjAPnJSBfhwt4vXD/ZEHdFUHuqKkomVYF+DDa7b3E8V2bKpZLuLiXWrXuS4pdtGo308zGGZ00o58buknGXZ2YOxZi9s5bcJ5W0goAAinYM9HgAVMNLpxssmciYiHVXLLx9LPTUaoh+hmUNoa9c30MEHmydFTafLjB8smGE0Vemb1xUg9d6z4uYwxxbos89HPNXJzRSS0wT7VBAIEShErQ9lXpMMm04a7FmMU0Xwaoh6D2CKBdwNeR0HvFfSAzNuKj2Odkq+FJJgKPiVC5ucdk6JXLE6HHRKBo+6rMelwKmhNtr8YaHJjWgiLzY62ud19i4XvV9T4Cuq/F/a2NdX+n2g7TzXQBw+1FtMIhroup7ExaiYrzSwjnABNFcSQXs+Ia0GFlnVzlwoAxhoU05+5OzMFuysGFhEOdhAPdhEP9lP6IosgAfi542GyDx8yOcenRJucdDfHz4cfQESQ7IN0ByU7INrkrHIVSED0QiX3NUmlIfUM8aUgDSEOD8e3r7yvbSZ70PBq+JFKKQAkiZYG5OsFOw0oZl+X9lX/XqtH5kgw7kcrhodSQvFatWrVqnVaNRxv5H//l/Xz/8H+g0WR5Qpx1iLNuOSWVKc66pHkXbasokucd8rxzgo+uEBUAL2XkoHwDWcwdlJcyYlw1mGo2UO0mUjWQ0rdtJd0j7u+j199Lv7eXfrwPrfvDDyXA9zcRRrtoROcRRecRBluQUpWQWziDgdY5xqQYkyMF+NIjUE1aQZvIb+KrCF+GZfuxTIMo5sJx54rLVbrijcXPfrFOOQd72/cY8wMiF8USKusuP1kypgLOZ4GOwWgHzsdB5IL8e5r8phz9A021+IvcJSw4v1ghmqu3UU4oWiUA4YMIRWV0nStqrgbTfQUKnwjIPRWu7Fq1at37VDCibpbTSXPm4oxuZuNZjsUZdy302bcQc9t8n7sW42UDtsZ8xYUOmF842eDcsWjIbJbk663wfGpVQ/QzKG3gSD+hm2oHKOzbSbriNMVQvMCTzr2oKkPzigaOBe33t1iIWqdHaa7puWiWTpozX2RQ5xqDzZwOlGQskGWjWhvDwW7CrXN99s73uHWuzx0L8SkB2fdExUUrJQYXroaHtg4+Z0pAN9XMJrbIRaoNvUzTyxIOdFd/HCVgPFgK2NUS2G7vX9oxWRp/cjzXewGxl7rehRAj3d/WVTXK/e06VlQAuPvuGbV+LTLG0HfZZ91M003zckhXcbtXXLFOdfkjfKib0lvlh1MAG32fnTLk4XNNHnSkwc6DAZOHJHIpNG9YaJ7shHQnZBsp2/3GGPLEoBODiQ06N6QS8hDycYNoSkQDvEjS9iUtTxJ4yn4GpMRX4oyNtFivyg5fXaaiVq1atWqdhfJVyLnTF5PpmEYwjiePP36+qNU0AO0d4tQu90sAX6zr0K8A+WJdkXFudIdcd1Yv2L2ChPBQMiLLO7AEFUgZMNY4j/HWHiaae5ho7Sbw2mXUs3GNEo1B5wmpTknzDIFABR5SjhOqFp6KrNNcBUgGELyA4oXporhdRrZIGx3nSzv6cbi9aN3mBUQPXT75yZYxBlxBdX3M2HoumYuFG3PGj1s1+bdy8pu1retSvLZbBeoShbpEISeHz81oY6PrEk5atEqtWrVq1Vquol/fTTXdNGMmzsp+/aFuyp2LFprfMtfjWD9btv/mhs+FU00eMGnB+ZamX35fa2NTDhYSTWKBBb6UjPu23302qIboZ4HGA0WzUmVWm2HH7WKSM6szilEOBlv92kI/6zoNlSR0rkdfqWFXuxRlPEStWisp1/bLsO9A5nyS00kzktyCW4EdMdHwJOOBdZkbY5iJM753rM9t8z1um++zd75PL1sOPVu+ZCr0lwFqT+Dep9LlOI6G2oPtK+/rynt76fpinyoUL7Zfzfl8PBljAfqcA+pzSe7mGbPx8LrFNCc3MBPbH5fjqeXJZWB9PFAWwFcgfNuXq57/Ute7Metzf690zH6mWUhzF90zGKI18nYFlBe39T24jrJBemz1A7YGAVuigHOEz56jIZsP+ER3Cvz9IJa87fKmheXJTuc4nx4UF8u0IesaRAIytQMApBIQgdosabQlk2OKIBI2kkXJ8gLmvQGU16p1f9KhQ4f4nd/5Hf7xH/+RgwcPMjU1xUMf+lDe/OY389jHPhYhBJ/+9Kf52Z/92ZP6uNdeey1PetKTmJmZYXJy8qQeu1atWlZZnoAxCCGRYuXYECGEi5kMaYdT634cYwxpHg853vtph17aoZt26KVdemmHfgHgU+t+T/MuWd4jy7vYiMyMLF8EoBFsKoH5WHMPjfAcEGoowi7JBRpNrlO0TtDGFuYMVEjkt5hutGkEDZpeg8iLbPyfkPhKOkNDAcKXL3uV5TMtExtbCH3GYBYNJnHgvGnzsfUdhvwrOfl/5lAZRCAmBepSG9ciN48oYpmA6bk2YCiQk3Z+MqJVatWqVauW5QC9Sr27OQfNO2nGXYtJWQT01rke3SUcSAo4dyziwsmGm5pMhBZDG5c2sJjmxLkmN/aCbqgEY4Ed1d/wPRrOVHy28Mwaop+FkkIglVi1ZkEVtOcaN2zCOU2dH0EIl60sBq7bUFkI6qsiPkYORcecLW/MWqdWxhiS3NDL7RXDxSRjPiliWewXX+DeL81QlcNpOmnOD2d73Dpngfltc33mkuVwOJCCc8cj9oxH7J5osHs8YlPDP6ON1gImG7DFKV1udXW9rQVQ1ASw98HAR6QqwH5jw2drM1j1OWXaMO9g++wS4D40j3MyY+hkmk6WcHcnWfGYYD/PEw6ur+ZyHw88QjUYIbDM8T3CAd6rgPBuBYz3M71s6NWJSAloKkVTSppC0RJ23kTSEoqmkDSloulJmp5iQ+izpeETZhL/LghuAf8O8A+OgOZtSHYYetsN3e2G/sQghx2APgSpwM8FLS0JQkkwJvHGBN6YwmsKgqYg8GuLdq1a9yY997nPJU1TPvzhD7Nnzx4OHjzIP//zP3Ps2LEzfWq1ap0yXXnllVx55ZXs3bsXgIsvvpjf/d3f5elPf/qK+8RxzO/93u/xkY98hAMHDrBjxw7+1//6X7zsZS87TWe9dkkhifwWSdYnzWOM0XYCXEh16cAWQjjILhEUsF06V/bydaMkhCDwIgIvYowNxz0/Y2w/LHWRhEmu6aZd5uNFOmkXJceJgvGyto0vivg9kBhyHZPrGMiRRhD6EU1/I2PhJA2/ReQ3ibwIJe69F+9NYjBdg5mzE7GtJyMaIMcF+pAm/7ec/CaNmam0MpugHqIsON+5/PmbxEAPTGod5XJS2GLoLXHCmei1atWqVcuqgObdLLeG3jijn2lmk5Q75mPuWOyzdz7m9vn+srSBQArOd8D8AZNN9kw0iDzLI3JXS2+mn5Joy2BCJQk9wdYopO2AecMZ2M5W1RD9DOqa7+znYDdmKvDZ3PRLB2o1S3olrQW0F427XFtoaK8c5WRF0Tu3nRLSOtoroL0sfFdx8PpuGOBaiuHVOruUaZdjnmk6mQW5/UwTa5tprUSRYy7xpXX5JLl22VU9bpuzTvOD3XTZsaWA7a2Q3RMRe8YbnDcRsb0VrnpBpgqqC3BdFpSvQm2Xuw0DqD20H25bU8kSL3O5B/C7aHxLioJKRc7kIAJ7EFNiOzgCUK7QpxI2finONan78s8z+7kqCvEKKF3vBWhXEqZCj+lo9WHIxgH0uXgYrs/G9uLGbGVdN7MFO4/2M46OGB61VC1fkmvon6QsMU+KEnA3fTf3JA2laCoLwAsw3jKSZiZpa7dsFKEWZe6i8cA4V5DxGGR/Z6DmwTsG/p0Q3AnewfJPXCobM3TPMXS2azrbDem4/bsW32VNFJEWhJnEMwJPCbwJgTcu8cckomGd53U1+1q17r2anZ3luuuu49prr+UJT3gCALt27eLRj340AOeddx4Az372s8v7Cuh45ZVXcvnll3PHHXewe/du3vjGN/KiF70IgL1797J7925uuOEGHvawh5WPNTU1xZe+9CXOO+88nvSkJwEwNWVdry9+8Yu55pprTsOzrlULduzYwbve9S4uuOACAD784Q/zrGc9ixtuuIGLL7545D7Pe97zOHjwIFdddRUXXHABhw4dIsuO35Y4Ewq8BrumLyE3OcZotM7RJkcbjXFzezsn1xm5TslMWi5rt09mtNvHThpT4veREF4oJHIYwi9Zh9vHFwK/2s9vBMBkGaFXxKTkOiPN+yR5h1xnSKEI/IhGsJlWMEngNYi8Fp4KTv8LfZJlMoPpgJnXmDkgNhhhbJurDcxD9m+2QKg5UGnYBaAeLG1Uy/lyWdvMZA6cx87B3haoKQfOo7odV6tWrVonqlwPoPlCkjOXpPRSzeFewr75mH2LNm1glNFvPFBllvmFkw12ujxzYwyJ4yYLvYxcF3XdBOOBx3jo0fRUmXRwNoyYWqtOGKJ/5zvfYd++fSTJ8Av5zGc+8x6f1P1Bxhj++rsHR4KtIkO5KEw4qmDhZOAxHq5e3GVk427EeeSuwGCmTZl9XYD2wTkNnOq+cMXyPEnTVzQcdD+brxbdn1TEbhT50/OJLf7ZzzS5MUjsl1egBGMulkUbw92LMbfO99k71+fW+R53LcbkI6zHmxt+6S7fPRFx7lhUup1LGSCDLNGkiSFNNFlikDkYWSmWKB3gdoV8pMQuCws2RcW1Mxieaj8jBexWgJSyLMBU5EAKB8WH1w0gehFrUtwPg87OaqpGLaW6mGvSXJdxOOsF7Z6whVjbvmJ7O1z18dO8iJLJmU0y5kuXewHebXb9fJKRG+ikw98xgRQ0fQe+HQAvbhdgvOFV4Hj1PinxjURkDKYEiEEm9jYJiNw92QKU+5SgXLu3iuiBmgU1Z+feLMg5Y9ctFIW0hpWMW4d57xxNshPMpM3sjJRiXNk4ID8TeKlE5Ram0xCIJogxMYDm3r3nR7pWrTMpYwxZ1j/+hidZnhet2XnZbrdpt9t85jOf4Ud/9EcJw+Hv0G984xts3ryZD33oQzztaU9DKTvS5NOf/jSvfOUree9738tP/MRP8NnPfpaXvvSl7Nixo4Tjq2nnzp188pOf5LnPfS7f+973GB8fp9ForP/J1qp1gnrGM54xdPvtb387V155JV//+tdHQvTPfe5zfPnLX+bWW29lenoaGFxkOlulpI9a1TK0snQVtGsH4isQvoTzJrcAXjsAbxyE1/a+KoTXJq/gd0lh6bBwfeB2l84VkOR9DBqJwlcRE40ttIJxAq9J6DXXlPV+b5DRBjqgFzRmBug7cB4JmATRF+T/acG5vt0MXC4S5IU2qkU9UC5zkZvc5af3je07tARqq0C0BTTqWJZatWrVOhEVBstuplkojHqp5q5On30LfW6fj9k73x8ZR7ulGZTA/AFTTTa7tIHMjchaSDISl+EaKBvDsiEKaAf3HW64boh+66238uxnP5ubbrqpLFYHgx+xPD+REiz3P+UGnnvhJr4/02UhyVl0VWwX1puh7EsmRxQotBEPAwAfqdHDF222OngIwlUSDDLtsoS1IdE28iHtWTBoc/sETU8N5RaFLjKm1qlVUuaY24yqhSSnn1uoWxT/DJVkMvTKq4JH+infm+m7SJYety/0iUcQ8/FAle7yPeMR5403aAfujZI7WBpbeKpTQxZrsp4h7xtEBr4WRAimlO9ihETp+LGucAu2AYRybnBZTAVUd0WAijzDIt+wKBIkAWO3LyszCYbuP5nFgZQUqON8Xk42aPdccVOb9ynZ2AjYeBxWo43NF5tPcnwhaDjX+HE/kxqoQvLMAu8hUJ4vAeUOkOe+QYdgpEFrEPMGNWMBuTcr8ObAnxP486DiUecxWKd96yxPthnycyXsAn/So6UEE8KOjFECRIrLwzQWvAcCxu0w4RKa+/X3UK1aJ6Is6/PX//uy0/64P//C6/H9tQFpz/O45ppr+OVf/mXe//7384hHPIInPOEJvOAFL+DSSy9l06ZNAExOTrJ169Zyv8svv5yXvOQl/Nqv/RoAr3nNa/j617/O5ZdfviaIrpQqQeTmzZvrTPRaJ6Qf/vCH3HLLLTz+8Y+n0WhgjDkhMJjnOZ/4xCfodDo89rGPHbnN3/3d3/GoRz2Kd7/73fzVX/0VrVaLZz7zmbz1rW9d9QJQHMfEcVzenp+fX/f5nahMbk54tJgUCikU4K+7kLYdMamdmz0bguhVOF+sy3TiHPAOwud25OZ0cxuNYJzIaxF4DZS87wwCN9o6w/WCxswCHTu6tQTnmSD/ni0Qqn+oqVZplbuEBecXK0RTLD9uAc4R0BTI7QI5Jm1+et23rFWrVq1lKuKetTPIFvNqnbTcGBbijPk0ZyHO2Dvf5w5XBPS2EXXtVDXPfMq6zccDb8hlfqSfoo2r0+hJJkKbsFHkmEf3Mpf5WrTuX/JXvvKV7N69m3/6p39iz549/Nu//RtHjx7lta99LZdffvm6jrXeLL+igNNS3XzzzTzoQQ8qb3/yk5/kd37nd7jllls4//zzefvb314O4z1b5EnBr1yynf84NI8nRFlYtJqhbAsV5iPiHey8cJl20oS7jpOhHEgx5GKfcIC9cLcXTvfCmTzqfD3EyEZokW20kGQc7WUgYgduBS1fMR545TCNUN33PkSnU5l7rXuZppfajO1uZrPMtTEoYa/4NT1JENhYlvkk45bZHreWsSx9FtPlF7tCJUt3+e7xiN3jDaaVh9SihKnMO+dx35DHhiyzDnOdW+DtS0E7UDQjQTCuiIzAWxTIeWwhIWOzCwmFHYoZCkTo8hF9wDmWRRFQroHMFQ0yYDTVLBeK7P8hFfC8yGoRlE53URQV8pwbeRRsl4yc1tNoP9mgvbtO0A72gsR4YC+oLZPGgvB0iaO8bws9kRrIbec1N6CFQUvIpZ1nHhDY/YN58OcFwZwgmIdwTlhQvgCisJ2vIN0GMwlMCZgSiCmBnLbLflsQSekKoNrtjTGQYjtXqUEYAQEQCeRmgWhIRIM6D7NWrfuZnvvc5/LTP/3T/Mu//Atf+9rX+NznPse73/1uPvjBD/KSl7xk5D4333wz//2///ehdZdddhlXXHHFaTjjWvd3HT16lOc///l88YtfRAjBD37wA/bs2cPLX/5yJicnec973rOm49x000089rGPpd/v0263+fSnP81FF100cttbb72V6667jiiK+PSnP82RI0f4tV/7NY4dO8bVV1+94mO8853v5C1vecsJPc97IhMb8r22Qy9aICKXdx1g2yCnEKba0YwOwp+AW9xCeIMU92633VIZ4yJVFg16xkDX2AsdoYAJO4pQ32rBeX6zhkr3VGwVqEtczvmEWH7c2BkitB1FKLcIxJhEtOvYvVq1at33VU2I0AUE18MQPCvXa1INqdYlSygguTHWsKuNITWGOMuJM00/Nxzrp9yxELN3oc8dC/1lqQOhklwwEdl4lqkGeyYahEqWDCrONQe79os9UJKGkmx0LvPIs7f9e7nLfC1aN0T/2te+xhe/+EU2bdqElBIpJf/lv/wX3vnOd/KKV7yCG264Yc3HOpEsP6AcNluocBkV5/f85z+ft771rTz72c/m05/+NM973vO47rrreMxjHrPep3va5UnBdOSvLUM51Q60L89RLuIe5pKMXqZJtOFwL+Vwb3mmdVVSwJg/cLEPQfbS6W4LFxYfECWFLQRYKcaXak3sPqjVD1qkJGOBKosGFNnrtQYqruwluSbJrfO/m9rqx/1ck2lItc38DlSRZW4vfvQzze0L1l1eRLMc6S//mysBO8cido9F7Gk12NOM2OYHqFxYZ28f5PzAdZw7oJtpTeacx54vCALJmJK0Ogp/1kZzyFmDmTHoYzl0YN1JmxLbOQqxruLQQdFwsG5oHha3sRDed9t7gHIulgzQS0B8eaF1jSB+6cTwsljpvlXWeYAnoFHGMqmqGZscQy4NmYYMYyetSbWmn9j3SGoMudEkxm6D+/EUrs6BKmJtUtshFbEF5iYFoRkU53R/V+v4tw5uqcDvCYI56SC5dZPb6BWQneP/LcWUQEzbSRbLDpivBXab1GBiB821sH/jSCA3CkRLIiLs+6W+OFer1kmX50X8/AuvPyOPu15FUcRTnvIUnvKUp/C7v/u7vPzlL+dNb3rTihAdln9vVF3A0n0vFyMuAdJ09TZUrVpr1atf/Wo8z2Pfvn08+MEPLtc///nP59WvfvWaIfoDH/hAbrzxRmZnZ/nkJz/Ji1/8Yr785S+PBOlaa4QQfPSjH2ViYgKAP/zDP+Tnfu7n+LM/+7MV3ehveMMbeM1rXlPenp+fZ+fOnet5uicmDfRcGdGOAe3aax7gC3vRvGWhegHXz5a4Ngvhz45zORkyfWPB+ayxjvMUl0tuAbe+w1hw/m3b9i8kJgXqUhvXIjcv7++ZxGB6rr8RgNwgERMu57weRVirVq17kYxZ7gLXDowXgDvXOEBueU+aazKDZSza1ojTjqP1Uk031/SznH5u6Gc5cW5heOKAdux4Ud8t25p3dt53DHA1TQSqdJg/YLLJjnaIEJDkFprPxVmZPBF6kqnIZ6JikF0p7eK+rnVD9DzPabfbAGzcuJG7776bBz7wgezatYvvfe976zrWerP8Cq02bPa9730vT3nKU3jDG94A2Ibfl7/8Zd773vfyv//3/17X+Z3NEsI6ftvB8TOUiw/AMGTPB8vuvoUkRxvsdkkGC/Gqx50MPc4bjzhv3DqXzxuPGHOuV19Km8XuwHp1yMeBTkZuYoQQRMrmq0+EHk1fESmb03x/iIHRxlhIntsvuyQ3LCa2cGTqbueu865E8ZoKGoGNssi04a7FmFvnejaWZb7P3Ysxo74qtzUC9rQidjcb7AkjdsmQMLXZ1nSwDnO3o8aQCE2MJpO2D9OIBY1FweSiTzQvLCyfMTCLo+TW2W4YGq1p1aAEqEis07lvG87Eg3npVtHu/n5xRFtA9ITl4QC8GILzBYAv1xUw3seu88UAyvuidLOjloAXU5lVT3PF9WbZNuWyWLJs7MMqIQhNNafGSgj3A+2uUmeVK9a51sSZvaCl3V6+kggPVARqTCI9mwuv5u3FD3kY5AxQ/G1nnPN7NTUoHeRVYC6mJGL8+E4xo63rnRzIwOTYy+em0lkOBXKDQDRd8aiwhua1ap0OCSHWHKtytumiiy7iM5/5DAC+7y+LG3zwgx/Mddddxy/+4i+W67761a+WQLMwaOzfv5+HP/zhANx4441DxwgCWwSwjjKstV59/vOf5//+3//Ljh07htZfeOGF3H777Ws+ThAEpRnpUY96FN/4xje44oor+PM///Nl227bto3t27eXAB3s58AYw5133smFF1448jHCMFxWa+C0qgXScxe1tLHtztSg54Cj2sJqBfiuTde2bb7Ste7XESAnIpNYcG7mDGbBjlQUHtCwkXn6kCb/15z8WxozW2nQNkE9xDnOd4rlFyuLAqGJHYUqxwRi0uaci7D+O9WqdX9QmuvSBV30802171yRWbpdecfw9uXcLNlu2XGGj7fycZZsV1mv3XOw8BvHbizg7ma5LdKZ2gjkXgG3C/DtatfZ2wOHd79y36i6dPdEvhQ0PMmYrzh/slEWAt3U8MkN9HN7/kf6qTNqWki+uRnQ9ovin/cPRrcWrRuiP+QhD+Fb3/oWe/bs4TGPeQzvfve7CYKAv/iLv2DPnj0nfCJryfIr9PCHP5x+v89FF13EG9/4xqGIl6997Wu8+tWvHtr+qU99Ku9973tXPN6ZzPoDykiHtRQ1PBGFyn4ANjdXr/ieuyiZ+SQv4fpsMuxyL4oZZtowG2fceHiRGw8vlsfYEHnsHm9YsD4RsWssounbWJFQiSHXuTZFVIVmNo4xGDwhCb1BDMx9IUupKLJQXESIs5xOaqsfp274jXExHZ4Q+ErgSzGUX53kmv2dhDsXY26f73PbfI/bF2KyEVcXp32PPVHEnqDB+SpijxfRNAqhXUX72GVYKxvPkXk2loVZ8OchnBdMzAuCeQ9/TiAXlz7CkseUWNdIxWUsq27jxtr+bkY7YFsB6yYuQDsQW0cySTGvrItdDEkVyhdMI7OT6VR/UO/hL1MREVPEwyg31FRVb1PmuZcRMuX9g/VlxEw1+708drHOVI4tynx4o6xbXPrSXq9aMhUdF9MzmGN26K055qYZgzmmMfPHeTkEiAksFK/+fafX/vc1uev0lqDctj4EzuVfWPIDkCEQOQeSV8T+1B3gWrVqjdbRo0f5r//1v/Kyl72MSy+9lLGxMf793/+dd7/73TzrWc8CbPHEf/7nf+ayyy4jDEOmpqZ43etex/Oe9zwe8YhH8OQnP5m///u/51Of+hT/9E//BECj0eBHf/RHede73sV5553HkSNHeOMb3zj02Lt27UIIwWc/+1l+6qd+ikajURpNatVaTZ1Oh2azuWz9kSNH7hGwNsYM9Wmquuyyy/jEJz7B4uJi+T79/ve/j5RyGcw/G5TdkNl4j8bA1S1kJc7FrgEcmM1slrZecK51iTNDuALjjcI4YU0SZ4tr/UxqWfssc3F+XWPbh32D8UA0LOzWc8aC85tyzIFK4zEA9WDnON8jl8WvmNyB89hl3DcFapsrEBrVxohate6rqsaAxLkFy4tpRpxrtFkZiJerVwLZS+ZLd1i5a1v8cgxvVxg++5mNzS3jcysQvLivvwR6F8tJfo9sfyMVOZhdOL9tYU41WFferyr3V7e3ALyoi2cYuMyT3CZVKMffpiO/5G8NTxGq5RdBa1mtG6K/8Y1vpNOx47Te9ra38TM/8zM87nGPY8OGDXz84x9f9wmsJ8tv27Zt/MVf/AWPfOQjieOYv/qrv+LJT34y1157LY9//OMBOHDgAFu2bBnab8uWLRw4cGDFczhTWX8CaChFJ8uZi3NyzNCwYbAOVCVsLIMslsVg+WS+sZUUTEU+U5HPrlW2M8bQzTR3d2zV3tvm+uyd73Ogm3C0n3G0v8C/H1oot9/S9Euwft54xK7xqMxGb3iKRuVdWHzRzvRTDhUxMNJ+sMcDj5av7D5KEpxlH+zUXU1M9GA4TSctinzavOui6IInrbO84UnG3d8W7PM/2E24azG2UyfmrsWEQ91k5JdyU0r2+BHn+w3O9yLO9xpMKQ/jHNMFLNeAXDTWWTwDatbgz9vs6mBeINPjfBWEg1iOoUiOaWEB+oisQmNcQ7xvBo1zbUA4h3EZl8Ig4kRinc1N61oX4sT/xqbIUi9AvAPww5CeCpQvgLzbJxnMSVjuGndwfrBq1I/7yf4pXacK9/zx3OTBcf6+x+loruomL87DxcSIlu3IFpE7wnOOf6/u0NaqVWv9arfbPOYxj+GP/uiPuOWWW0jTlJ07d/LLv/zL/PZv/zYA73nPe3jNa17DBz7wAbZv387evXv52Z/9Wa644gr+4A/+gFe84hXs3r2bD33oQzzxiU8sj3311Vfzspe9jEc96lE88IEP5N3vfjc/+ZM/Wd6/fft23vKWt/Bbv/VbvPSlL+UXf/EXueaaa07zK1Dr3qjHP/7x/OVf/iVvfetbAdve0VrzB3/wB2sqbAvw27/92zz96U9n586dLCws8LGPfYxrr72Wz33uc4AdjXvXXXfxl3/5lwD8/M//PG9961t56Utfylve8haOHDnC6173Ol72spetWlj0TMgsGuIr3RBFBWKzy8jeIpFbBHKLtFEiro0oPJeRF1EC9yHX+jEgd651FwdDiIXr1ax1/74DdEtA7iC5vdDg5n1nUCnaazllzKExxrbBGwI2gOhho1q+laNvr7RrFcgLpc05f6BcFtE3VCBUCJtzvskVCG3U5ohate5LWgrL+5mtlzeIotV2hLUcjK5XqnoptJJoKorZ8HdEud2Srw6B/d5KDXTTnK6D34VpsZtpuqlzh2c53SXri+1PlvtbCWh4qjSCNirRJ40qAC/X2XjjYvtQCQIlCaREiIHzvYDgxlgzarFsMMMXJNxrp411xXey3L1u9hUNpCDyJFtaHi3PsrUCtNdam4RZSm1PQMeOHWNqauqEGh1JkrBv374yy++DH/zgill+o/SMZzwDIQR/93d/B9hhjR/+8Id54QtfWG7z0Y9+lF/6pV+i3++PPMYoJ/rOnTuZm5sbyl4/FcpcQcHcVdPNKvMs1yQa52LWg+1cZEMR7Vx8ZAQFYB9kIUth3c3SFSA8leqmObcvWKB+27ydHxmRwS6Ac9rhUBTMznY4sgiBMaYsrmiLZ9oDhO7DPxHaD394mgoZGBfBUsSvJLn9Eu6kNqMqzSEzthUqKxEsxVR8RrQxHOmlQ6D8rsWY/Z14xS/wtpDs9ELO9SLODyLOjxpsDnyEJ2yWdQJqHtQsZdxKsewtYoswriSBjd6ouI2rQJXG6E6FMUsdxrhKFs4BVDisfUpHcbEtutgeyiKiRdFQzSCzvLgCLYplU8kVd49ThfArLN+TxnpxQaA6mWrHIxuxrridjViXYx1T1duVfU3lmMV6s+zxh8F1+TqupDYVB/mwq5zW8TuNQ26lojO21E2uHBiPsB3Zwk3uIDle3WmqVetMan5+nomJiZHtm36/z2233cbu3buJovVnkteqdV/XyfyMfOc73+GJT3wij3zkI/niF7/IM5/5TL797W9z7Ngxrr/+es4///zjHuOXfumX+Od//mf279/PxMQEl156Ka9//et5ylOeAsBLXvIS9u7dy7XXXlvu893vfpf/7//7/7j++uvZsGEDz3ve83jb2962Loi+2vfIyZI+oOlfGaPv0CsbAVogN0vEVlGCdbHp+PVWTOZGPqbFyDhn7vCxcX+la92Nhgs46wpb3mNALsXy0YuV52gSQ/49WyBU/1APZTXK8wTqUoW6SFnTS/W8RhQIFZNYcN46+17HWrVqrU/FCPuCzfTznMXEurUL0yBYDhIUHETZKNrVVDCfKtgugHcvG9zuFNB7yTbdkwTBlYCmp2j60s49ScO386aDzRZ4ixJ8h0oSeIJQSkJPogCEcGDb1iozRgyyc0tZuCHc9hZd2N8jIRzKcKbZAmsoKWwUq3TMzzE+a7qV5T6y2MfxQIFdJwSE8uwzo54tWmv7Zt1O9FGanp4+4X3Xk+U3Sj/6oz/KRz7ykfL21q1bl7nODx06tMydXtWZzPrzpFjzVR9tqsCdErjnbn2mCyd0UaTAfhn1tCkLGFgJVzG+cLoPfwiL5fXGpzR9xYOnWzx4ulWuW0gyFz9iofre+T4zcVY6ra+/ew6wX1jb2+FQFMw5rRBPCgJ3NW6s8joUVzjn4v5QsYOmpxgPVPklFyl5QhcPcm0d5QUo7+fafWnn7gfCuC9qgxIDSN4MJZ4cfKyMsbE3t83F3LkYc1fHwvK7F+MVCz1EQrLDC9jhhez0QnaEIdujkPFAoXoCbxbUIQvHC0iuZg0yXvo8lzRsfZddXQDyqtt4cmW3ceHkKRvorlFefvEW8LQaxRGIIYcx3sqQ1iwF55qh20OFQMt1o5zPlX1zlgF5w+ASrSleHrMCkF8JxhcxK7ir4PfAKX8qNPS6VGC7aK2hU7keN3nT5Y1Wh0TXbvJatWrVqlVrTbrooov41re+xZVXXolSik6nw3Oe8xx+/dd/nW3btq3pGFddddWq948aFfGgBz2IL3zhCydyyqdVcquk8VsR2XczTAocMeiDBn1QYw7YWDo6oG/TcFuF8Qpsu3arQG6WyK0CscW1c+US13pjiWs9xbrWjwKZttu7uDkRYSFwMGj7nCrX+roBeW6f90hAHjIEyJc6O03iMs9nB5M+aiw4Twbbia0OnF+ikBMjTDWJwXSxtZYiV8dmwuWc1+3CWrXudSpYSJHZ3c9yFh3QLmC58zY617Qg8iWeVCOLth/rp+zvJOzvxOzvJBzupQ6KO0ieWnZ1TyULCO4iSVoFDHfzhidpVqB4FZY3fYXEfrWWxlbHfIoR51VobR9PlIC6MLJ6CKQEJaQztNpi9RZmO6gtbF2yYeA9fLwBSBenLPa51olp3RC93+/zJ3/yJ3zpS1/i0KFDaK2H7v+P//iPe3RCq2X5jdINN9ww1Nh87GMfyxe+8IWhXPTPf/7z/NiP/dg9Oq+zQVJYoLxWVZ3tuRl8CRQgPnEFBFJ3RTEH0swWMsjNIKcbig+8cTEybnLDcVa7CDAWeDxkY5uHbBxkhM7GGXvne2UUzG3zfRbTnH0LMfsWYr58l93Ok4Jzx0JXtNTC9W2tYMUYmCTXzMcpR3q21edLOxxmzFeMhV45hKaa71QMPUoqV1M7qf2hSCp55RiBr2xRhlBJ2v5yZ/9CkvHD2a51lXfi8kJBNxv+jBTyEZzjBRaUO1i+IwqZDj1kJvCOgncQvCODSSYjD0UBzPOWwUwOXOTeBoXa4Ip6tldu7Jvc2IiTaoN9VGZ1BDICEUkLTH3XwbgH2ZJCFJdHV3tmazu2qcL2Kph3y0ZDOd5pKZAfcpNX9ksZAPmlU/GY1XMYdat6+g6+Fy/tAOJX719l3YjbZcdQul9bv/pwFWfRWt3kPsgxhrPJ3d+5dpPXqlWrVq1a90z79u1j586dI+Mk9+3bx7nnnnsGzurskxACMQVik0Q9eLDeJAZz2EJ1fdBgDthlumCOGsxRg/52pf0d4CJhHFjfbGNhCie1kMIC53DQ7ixHW6YGswhm1thRnZJBEVPnWi/jYILV20inE5ADmNhgjhj0rB4G5W5OZ5XXfkqgLnE555tHjBZOzaBAaGCLjYopYY0bdYHQWrXuFSrMiUkFlhcxKEluSB0TElgOEihJy5f4I2B5mms7sr6bsL+TcMBB8wPdhHiNNnEBy8B2AcSbnqTlqxJ+N5Zs0zxOjrcxpqxFmLuImSLlIdGGJM5Kc6TnCnEWkSuBp8r1fpn4UADvU3NBtdbZq3VD9Je97GV84Qtf4Od+7ud49KMffY/eMOvN8nvve9/Leeedx8UXX0ySJHzkIx/hk5/8JJ/85CfLY77yla/k8Y9/PL//+7/Ps571LP72b/+Wf/qnf+K666474fO8t0pJgSoq1h9HphITU42UqcL3AroX4D3Vhk6alUNnfDm4ElmNLlmqydDjYZvGeNimsfKxj/UzbivAunOs9zLNrXN9bp3rA7MAhEqwayxyUTANdo9HbG76ztGvaPqDJ1tklB/upezvJkOVhpuetEUjtCHNrYu/uJpqhx3ZbXy53JHfy3L2zltAfmcFls8nOaMkga3KwvKdfsiOwDrLN4W+zUc/5iD5YSw4PwxqhUatkYZkHLIJQz4FckribbBTuEEShXJZTli5b27KxnrZcDduCGsVoDZARgIRVVzGBSg/y4dhClHpXIy6v/Lv8WSWuN9HQnQ3mUEo2coTrvNUOuUHc7MU+lPZr7w9cNIve/zCZS8o50sv5i91k5d/59pNXqtWrVq1ap1W7d69m/3797N58+ah9UePHmX37t3k+eg2ZS0rEQjEdoHcPoC7xhhYZADWi/khY+vc3GnI78wZemXHsWC9yFvfKhAbrHtaiIHjHCqu9dxAao+pO5U4GJe1LiIQLbdv5mBzvAZArhygXyMgBxuboue0LRY/5wrIz7ni8bMWch9XIdapX0wTAnmuRO5c3pcrC4T2jW0rtgRquwXndYHQWrXOXmkXSZuUmeU5HVe/rWocFAh8iWUh/mgWMp9k7J1PSmf5AQfNj/TSFZNFlYDNzYBtrYBtzZDNTZ+2rxwUtyC8ANYn+j2iXQpDpvUQz9KmMK4JPFebzhOC8dAvc8gH8buyhOWnOgq51r1X64bo//AP/8D/+T//h8suu+weP/jBgwd50YteNJTl97nPfa7M8tu/fz/79u0rt0+ShN/4jd/grrvuotFocPHFF/MP//AP/NRP/VS5zY/92I/xsY99jDe+8Y38zu/8Dueffz4f//jHecxjHnOPz/e+LCEEnrDu77UE2yzNKu+5jKpOaof6DIpHuDgWl700ahiKEIINDZ8NDZ9HbRkvj3+ol7qipRau377QJ84N35/t8f3ZHjADQNOT7HLZ6gVc3xB5+EriK2g7olr8ePQzzWKSl1cSVxp6lOSaOxaqBT7tdLSfsZI2K58dyjnLg4AdUci2RoCnJGregfLbB85yNTsiHqt4/HFDPG3INkK+CdQWSbBZEQSStrT5W9VTtrndBlPNKNeucQ8DeKoYLqS01FFe/2AAxwfyQ9tW/j0ZMkXUTwHQl87XC/MFtZu8Vq1atWrVOktkjBkJChYXF+uaBIUE1vE9Z9BCDy72rzD6UQgBY6DGFOqCwXqT2/gXfaAC1g9qzCwwD3peo38AZSiMArFxRCHTceeMVwODUgnWq671edDHNKWz4UQBuTGYbsU9XgDyiqOc0eW+htXARqtMOUA+6ZYdND8e/B4qEIoF53WB0Fq1zk5V67cVnKaTZEOwXFdG2QdytHEw14YjLoLlgItg2d+17vLFdOWLvE1Psq0VWljeCtjaDNjWCtnY8O9x4cqybmClpmCmi+SEQS3AIi1hzJc0fMtMvAogLyB5HY9S60S17sKiF110ER/72Me49NJLT9U5nXGdjoI5hfSMtrEOxbBA/979Yc4dWO+7q5ydNGchye1VT23Q2maxF471QK29ErA2hv2dxGWrF2A9JhuRLT7mqzJbvQDrk+Hoa0aZNhzqDkew3LmYcKibrHg1dUp6LrM8YIdvo1jOaYSEvkT2KhEsh938mMsJHPX4kSHeYEg2Qr4R2CwJtkDQ9IZeIyEqjfQCkme4eBLngllayLOBA+V1ccdatWrVur+rLixaq9aJ62R8Rl7zmtcAcMUVV/DLv/zLNJvN8r48z/nXf/1XlFJcf/31J+WcT4VOVz/JGGPjWWJjpw4QA4kZxPH5lfbtOjPKTd8MO9bdnJVSRRsgNwvE1gFYF5tPPLrEGBunsjRiZQiSrxjjWFFz4CSXVUd5MUXrPz9jKuDcCBvvN1UpEFr3I2rVOqMyxtbBKyJp41xbWJ4NUgO0MZjCWe6YwlJY3styDnSS0k1eQPOD3XTFjHIBbIh8tjpQXoXmY/5yY+Jan08RO1y4yFMXu1I4Dos88gKERy5hwFeyLGLqVSB5PTKm1np1ygqLvuc97+H1r38973//+9m1a9c9Osn7u0xm0Hcb6JpB5nSRrxeJQVX4e5A3fbqlpKC5JFaluCLad3C9l+XMxxn9XNON1x4HI4VgeztkezvksnMmAPtFe3cndo51C9fvXIxZSHNuOtrhpqODXJSp0HNAPUIIbHb5YsyBTrLij0RbyEFmuT8o8tkKFSJ3gHxpbvkKrhDtWWd5sgGyjYZ8k0BtlUTjisCTtKT9AVBuZGqZm9gDk2pM4Sj3Kd8rctzlky+J41itkGetWrVq1apVq1at068bbrgBsG3jm266iSAIyvuCIOChD30ov/Ebv3GmTu+skhDCAtvWoD1rMhfNkrh5x2B6QN9FuRgD0lhTUuFaXwH4ikigdgnYNRwJY+bAHFgSCXPUxpjo2w3cPhwJI6ZcIdMCrG+xtYkAW/x0ZjkcN7PWVU66hheizcqAfOKe5Y8vqwvkzDnCCAhdgdBJiWjde/qitWrd15RUMsvj3OaVLyY5ibbrLUsxeELgq+X124wxzMQZ+xZ6Nqe8G5eZ5TPxyiPsAynYWnGTb2sFbG0FbGkGhGqFYmarSDvneBELnGldciCBLcTpSZuM0PIVkSeJXBZ5NW7Fc5C8Vq0zpXVD9Ec96lH0+3327NlDs9nE9/2h+48dO3bSTu5+IQO0sX+JrJqv54b3VeF6C5dffO+C60IIQk8QepKJyvq0dKzbOJjFNKe7zjgYW3w04tyxiCdUjnvHYlxmq++d73P3YsxMnDFzeJEbDi8uO8dISLZ7ATuVyy13sHw8sFdTvZnl7nK1MPr5GmFIJiHeYEg3GPJNIDYrwo2CwPcZK9zlYom7PAVSg86WFy6SkwLRuPf97WvVqlWrVq1atWpZfelLXwLgpS99KVdcccUpH/F6X1NRp6coCAoOBCeUcN10DaaLdax3HFgXFbC+Su0XIQRiEphUqAcN1pvUFeg8aErArg9qWMTmj88Y9M1QRsJ4DGrfrPqEgDbDgNzFrpTzezhKeSQozytxQpW+ZmnOCezFCxHUfY1atU6X0lyT6AosTzWLaUaca9IcMmNzPZWwfMSXgqanSqCcas2hbsr+TtdC8oq7PM71io87HqhhR3kzYGsrZDryTijyxIJy7UC5Ic2x38FC4DvQ3/YVDS+wTvLSQV7nkde6d2jdEP2FL3whd911F+94xzvYsmVL7Xa9B+r9fh/6rlr8dude2CSQ7YojIjMWrvdBL1byrStuZNFyBXaKyvD3ggKQgMssl9jyovZiTK5NGQVTjYOJc818ukocjGuoigzCTHIBDS5sNhA+iDbEfc2+fp9b+31uS/oIsO7yMGRHFDIVekhP2NzyI+DtGwBzNbNybnnatlEs8QZDvhH0JkGwWRJFHg0FE85dLgt3uXauk9j+bU3RiHUNWNEeNFqH/p7156xWrVq1atWqVes+oQ996ENn+hTuMxLS5noTLckoL9rbqcH0DWYRC9v7tv1thLH9paJ46CqjOIUvENsEchtUi+WYjoXp5oBBHzLoA9oWMi3MnQLEOMsd5FUn+UkwxRi9JO4xBzLXxxAMg/IJB8qLmkh1UflatU6rsgoot0U+NQuJHaWfaQvDwSW0OiNh05N40qK7ONcuftaOqN/vMssPr1LYUwrY3AhKN3lR4HNrK6Dlr6EA2BKZJa7ytOIqH0B+yURgi4ZGSlp+owZu8lq17q1aN0T/6le/yte+9jUe+tCHnorzud/IJAb9fW0LBe6tGBUEiGmBcEMCbVEb60aQjsSWzuXMDS2cr2RiFzA2xGbkRWLQQArO/gw7JQUtqYa+zI0xxJkmjjX9RNPv5yx2cpJE0+tnmARUbJ96YCSeFs7lLTDuNYmk5AHtJheON0GB7FZgeeEsPwpyhWGVeehg+bQhLQt9Khptj0AJWlLYiwKV19dkZuAuz90FEIH7WwjbiG3IQWxPcO+4+FGrVq1atWrVqlXrnukb3/gGn/jEJ9i3bx9JMhx+/alPfeoMndV9Q0I4I0owXLjTZGYIrNPFxsH0bJtdo0G5nPU1FGIXLYHao2DPYJ3R1pmOBDEuTlrbfhkozyojl6ugPAIZjYh7vJeYrGrVuq8oH4Llhn5uY1h6uSbNTQnLpaDM9G4EAt/BcmNscc9b52LuWIy5YyHmzsU+h7orw/KGJ4fc5EVW+aZGcELgWhsHyfOBu9zgvnKkxFeChifZ6Ac0fVmmBxSGx9oIWOu+qHVD9Ac96EH0er1TcS73LymIfjsk+/ccc8Rm7emD2jbmjrrb36kMu/GxLvUKWJdbJGJMjK4M3wEzXwG3HjYKJMLC9UCUxUxXyws8XRpcGGDQMMxc5mEMXh+8XNLKBeQKDGRakxpDrAxpU9M1hp7J6aPJjMHrQDgviBYE4ZwkmAdvVqBmV8ktV4ZkCvouiiXbBGwSRFOSqIxisfEyxW9C2ajtgU6NHSJZRPH4Ns9RNm1hn9pdXqtWrVq1atVar/bu3cvu3bu54YYbeNjDHnamT6fWPdTHPvYxfvEXf5Gf/Mmf5Atf+AI/+ZM/yQ9+8AMOHDjAs5/97DN9evdZlXEwVbCuHVhPgCIOpgfES3LW1wijhRSIDSdYbDRfGr2yAihvgIxcHrrvHOVFcdUalNeqdVqVa0OiLShPXP23xdTOC/hcgOcCLke+xJODIpy9LOeuEpQP5v0VYljGA8WOdsg5lazyba2QieDECntWI1jS3Bb3FFheUeSRT4Y+Td/mlBeJAKGqXeW17n9aN0R/17vexWtf+1re/va3c8kllyzLRK+z/dYmoQTqfAWpAGUQkbAgeRF0UcTmkBsieMi6I8zdhvzu4WI2tEBulg6qVyrFNytwXQ+c62bBZveVjUcXCyMaLl8wsIC9bCSeJNB7PEhu+thGY3GuBgzOxaGEHTnpYYdrKnteXi5Rs4bwmMHMCKaOGfRRaQv4zBjEKsV6DIZ0wsLyeIMh2wh6E/gbFY1A0XSg3FfDhSuKgkZkxgJzLRCSgbt8rHCXM2jY1sMja9WqVatWrVOml7zkJXz4wx8ub09PT/MjP/IjvPvd7+bSSy89g2e2Pt15553s2bOHPXv28N3vfvdMn06tU6h3vOMd/NEf/RG//uu/ztjYGFdccQW7d+/mV37lV9i2bduZPr37lYS0UFo0gGrfKWWQs16Ng+kZ6zYXS8D6Gtv7Q6A8c7cLUC6x/R3lQHlTlP2yoceqoVWtWqdd2piywGeSa/oOlneznMTFmmhtUELgSRtd2/IlfgWWa2M43E25Y7FfwvI7FmOO9EaDC08IzmkH7GiH7ByL2NEO2dEOmQjXjfGWFfZMtUab4nEkvrKO+KlQ0vTtaPtQDmJYTiQfvVat+6LW/el72tOeBsCTn/zkofXG2Ny1PD9eBZVaK0kIAWOgxhTqgsF6ow3mmMG4Ijb6kMEccEMFO6Bv03DbkkiYKedW3zxcKX4kXE8Neg44pgcFLT1szEgDW9AyYLjS/ZIv0ZMGyT1KSC4QtuE645z5x9zyMTfN2UbnyNeyeB1cgR4zBfkkpBMQT2i6Y4KwIYiUouWupPpSjHaXZwZSYxusRbHPCORG6wAZcpfXjdpatWrVqlXrtOtpT3tamTN94MAB3vjGN/IzP/Mz7Nu3b8V90jRdZgY5k7rmmmt43vOex1e+8hWuv/56LrvssjN9SrVOkW655RZ++qd/GoAwDOl0OgghePWrX82P//iP85a3vOUMn+H9W0IKCIFwiWs9tWYaExvbx1kEEwMdl7NujDUnFX2aavRKEb1Zjd9s2X5WCcqrjvK6T1Gr1hmRqcDy2DnMF5OMbmpheaLtZ10g8KXNLW+6AplV0NxJc26b73PnQlxC8zsXYpKCXC/RVOhZSD4WstNB8y3N9cewrLWwZ8sPiDzrJi9iWPw6gqVWreNq3RC9qCpf6yRJglk0mD42f29Ew0lIgdgoYCOoiytZ4YnBHDYD53pRKb5DCZqXVoq3kTACsVmWznXGcF/4Dq7nA+e6PgZoB9cVdgihD8LlrRtX9NQkWMfGWiC5dM8J577v2vPVDpabGW1vH7ON01XluQz5aZcbXyxPr71Yj8kr2eXZ8ggcOQmiKQcu/aB2l9eqVatWrVpnk8IwZOvWrQBs3bqV17/+9Tz+8Y/n8OHDbNq0qYxD+fjHP8773vc+vv71r3PllVfy4he/mLe97W38xV/8BYcPH+bBD34w73rXu0rTyHOf+1zOOecc/uRP/gSAV73qVVxxxRX853/+JxdffDFZljE1NcXf/M3f8NSnPpUnPvGJXHrppURRxAc/+EGCIOB//I//wZvf/OZVz98Yw4c+9CHe9773sWPHDq666qrjQvTvfOc7/MZv/AZf+cpXaLVa/ORP/iR/9Ed/xMaNG+/5C1rrlGp6epqFhQUAtm/fzn/+539yySWXMDs7S7fbPcNnV2slFYYi0VpeA8nEDrB3DaaL7VsoEGMMIh2XFvOsQXmtWvdYxticbuPYtBlxX7m+sk1xjy30aaH5YpLRzazTvIDlpoTlNv97fAksz7XhYDexzvLFmDsXLDA/2s8YJV8KtjtH+c4xN29HtIP1FfhMdZGtbqF5VrrKXQSLEowHHq26sGetWidV64boT3jCE07FedwvJTyB3C4hFpiey99LrLvcuP+K7L5RVeNFIBDb3TEqMosuBuagqxRfjYTZb8j3G4Ys3E2QmwWiyFt3gF20Cu9FFa67wjtHgVwvh+TKTgUkB+eknwdzUJdOcn1s4CgnPs4L1bDOernBgnILySVyWkB77Q1Qky0ZPpm5WJvi4kAEsuXc5eG9pxhrrVq1atWqdSpk3VgrFBE5hQpUdI+cUIuLi3z0ox/lggsuYMOGDUP3vf71r+c973kPH/rQhwjDkCuuuIL3vOc9/Pmf/zkPf/jDufrqq3nmM5/Jt7/9bS688EKe+MQn8hd/8Rfl/l/+8pfZuHEjX/7yl7n44ov5xje+Qb/fHwLeH/7wh3nNa17Dv/7rv/K1r32Nl7zkJVx22WU85SlPWfGcv/SlL9HtdvmJn/gJduzYwWMe8xiuuOIKxsbGRm6/f/9+nvCEJ/DLv/zL/OEf/iG9Xo/Xv/71PO95z+OLX/ziCb92tU6PHve4x/GFL3yBSy65hOc973m88pWv5Itf/CJf+MIXlo32rXV2q8xZbyzJWc+oQXmtVZVrQ78sPKlJR+RfF++ekb+Jx/mdXO3eVe+7h29ZY1gCrg26AN2V+40z3RlHt3V1P7esrTOv3J8l+w9QeOXxyscZdnxXIbup7JAbQ+6O5Usb5RoqyViwPMJkMcm5da43lF1+dycmXcFdviHy2NmO2DE2gOZbmsG6olGK4p5xUZDU5ZX7dWHPWrXOiNYfpgTMzs5y1VVXcfPNNyOE4KKLLuJlL3sZExMTJ/v87vOSExUHuFmSv5csqRqfjShu4y13RYu2QLUVnD9YV1SKt251gz5kIbs5ah9D7zWwdzhvXUyKMmu9BOwbHGS2WwyOn1WiVmaGIbmZMXC8lJ9xkFMWjhdO8tJV3lj7l3/pol86fBIGsFyBGLcZ8CIaFFgVfv0jU6tWrVq1ahVK8j5v+NvTHynyzmddT+g11rXPZz/7WdrtNgCdTodt27bx2c9+FimHjQavetWreM5znlPevvzyy3n961/PC17wAgB+//d/ny996Uu8973v5c/+7M944hOfyCtf+UqOHDmCUopvf/vbvOlNb+Laa6/l137t17j22mt55CMfWT42wKWXXsqb3vQmAC688EL+9E//lH/+539eFaJfddVVvOAFL0ApxcUXX8wFF1zAxz/+cV7+8peP3P7KK6/kEY94BO94xzvKdVdffTU7d+7k+9//Pg94wAPW9frVOr360z/9U/p9e4HqDW94A77vc9111/Gc5zyH3/md3znDZ1frnkpIF/VYq5ZTXIHl/XSQpR27wpOwOtiuajSuxY3yXvHOFfcWK94zuP+4hx21jRE2RqS6vajuN/i3ynqHtxcj969uVxbeLY5V2Xh4+6W3raQQy5zZmTbc3Um4c6HPHZVCn7PxaHd5qITLK4/KOJYd7ZCmvz53eaZN6YJPcptZLqVwhTwFU6FHy/fKGJa6sGetWqdf64bo//7v/85Tn/pUGo0Gj370ozHG8Id/+Ie8/e1v5/Of/zyPeMQjTsV53i8khGtwBSOqxicM4HpsMB17m74rbmMMKDGIhPGGq7OXleI3gLpo8JgmLSJhDMbFwuhDGhbAzBrMrEF/D0oKrgaRMHjCgXKNmWflX9div8mBk3wodmVKrAtgDwqlMijIk7sGazVnsDp80hfDcTn1VdlatWrVqlXrPqMnPelJXHnllQAcO3aM973vfTz96U/n3/7t39i1a1e53aMe9ahyeX5+nrvvvntZbMpll13GN7/5TQAe8pCHsGHDBr785S/j+z4PfehDeeYzn8kf//EfA3DttdcuG6W5tJjptm3bOHTo0IrnPjs7y6c+9Smuu+66ct1/+2//jauvvnpFiP7//t//40tf+tIQvC90yy231BD9LNf09HS5LKXkN3/zN/nN3/zNM3hGtWrVOhnKnWM4zjX9XNNNNYtp5opROke2EQTKFp5sLyk8Wev0ay7OnKu87+JYrLs8X4FtbGr4pau8cJlvavjrcpcbY7PV09yQuPxyA/iuwGfTk2xtBTQ8G8US1sU9a9U6a7RuiP7qV7+aZz7zmXzgAx/A8+zuWZbx8pe/nFe96lV85StfOekneX+XkDZqhGgJXM9MCdZJWB4JY1zleDVwrS8dVih8gThHIM8Ba9V2x+4MYmD0wUokTALmgCE/MOJXJRjkk8upCiQv8snXcZXU6OXRK2XleoF9PkrYKJpq5fo6Z7BWrVq1atU6KQpUxDufdf0Zedz1qtVqccEFg6rsj3zkI5mYmOADH/gAb3vb24a2W6pRxdKLdUIIHv/4x3PttdcSBAFPfOITechDHkKe59x000189atf5VWvetXQ/kuLlQoh0HqFSujAX//1X9Pv93nMYx4zdA5aa77zne9w0UUXLdtHa80znvEMfv/3f3/Zfdu2bVvxsWqdOc3Pz6952/Hx8VN4JrVq1ToZSkp3uY1lWUwyOmlOUrrLBUKYMmKj5SmU659ap3PM7fN99i30uWsxIVnyO7Giq7y6zah1I/czq9xa5fhLNlxtv6H73I5m1H1Ljj3qzEY9h5HHKo+xfIdq/MtK96Va00lH/z5HSlaKfFqX+fa2BdvrUa4tKE8cMDfGevt9F7kyHfmMBZ5zlgsiJfGVPO5xa9WqdWZ0Qk70KkAH8DyP3/zN3xxy99Q69Soz+JoVsL5SJEwf6FciYYQZrgC/NBKmJVB7FOwZrDPaOtOLSBi0KeNX5LSA1voc3sZUHOU5mAzIzQCUO0c5EciGyykvinr61JXra9WqVatWrVMoIcS6Y1XOFgkhkFLS6/VW3GZ8fJxzzjmH6667jsc//vHl+q9+9as8+tGPLm8XuehBEPB7v/d7CCF43OMex+WXX06v1ztuAdDj6aqrruK1r30tL3nJS4bWv+IVr+Dqq6/m8ssvX7bPIx7xCD75yU9y3nnnDbXJa529mpycPG47ubiAk+fHy0GsVavW6ZI2ZgDLM00vy1lIMvrOXV7N0w6kdNnUA3d5kmvuWIzZN9/n9oU+t8/H3LUYk62Fktc65RLA5mZgI1gq0HxD5K+bbWTaEGtDmmuSHIQwSGGjWCKXXd7yFaESZRyLqnlGrVr3Kq271T0+Ps6+fft40IMeNLT+jjvuWLH4Ua3Tp+NGwqQjImE6xmaa4yJhqoVMl0bCTAuYBvXgtZ2PMUsc5TmQu5zyKigPQE6AiOQA6hegXNU/LLVq1apVq1atlRXHMQcOHABgZmaGP/3TP2VxcZFnPOMZq+73ute9jje96U2cf/75POxhD+NDH/oQN954Ix/96EfLbYpcdM/zeNzjHleue+1rX8sjHvGIe+QavvHGG/mP//gPPvrRjy5rW7/whS/kf/2v/8U73/nOZfv9+q//Oh/4wAd44QtfyOte9zo2btzID3/4Qz72sY/xgQ98AKXW55Srder1pS996UyfQq1atY6j1MHyIo6lcJfH2hZ3NK6oY6gkvhQ0QzWUSd3LcvbO97ndAfN9CzH7OzGj6k42PMmusYhzx0LOHYto+qPcx6P7waPWjtxyVD3SNT8KI6uMrrVg6dJdhzLMl6xcekwxcv2Sqmwjtll+nKWV3IYfQwKbmgHhOp3f2pjSWZ7khlwbhABPWjf5ZOjT9iWRr0pYXhf6rFXrvqF1Q/TnP//5/NIv/RKXX345P/ZjP4YQguuuu47Xve51vPCFLzwV51jrJGjVSJgUTAIkphIJA3QNJreRMHhL4PqSK6YmWwrLKwU9PWz0ig9yDHA55as54WvVqlWrVq1atdaqz33uc2WMydjYGA960IP4xCc+wROf+MRV93vFK17B/Pw8r33tazl06BAXXXQRf/d3f8eFF15YbvOQhzyEjRs3smvXrhKYP+EJTyDP82V56OvVVVddxUUXXbQMoAP87M/+LL/6q7/K3//93y+rOXTOOedw/fXX8/rXv56nPvWpxHHMrl27eNrTnrasmGqts0P39L1Sq1atkydjzBAs72U5i0lOL9ckmSEzNuLDl8LCcs9C82om9UKS8d2ZbsVh3udQLx35eOOB4tyxiF3jEbscNN/UWJ/TudaZUao1qXuvZBo0zl0uBYGSTEfKucvrYp+1at0fJIxZ3ziiJEl43etex/vf/36yzFYn9n2fX/3VX+Vd73oXYRiekhM9nZqfn2diYoK5ubn7ZSZhGQmTVvLWuw6uF9DdAKICyhXWUe6DCICmy1svMsp9u03dUKhVq1atWrXOjFZr3/T7fW677TZ2795NFK0/k7xWrfu6TsVnpNvtsm/fPpIkGVq/tDjt2aT7ez+p1r1PWbXYZ6bppBmLqb2dVNzlgXMLB0sgqDGG2Tgro1j2LVhofqyfjXy8DZFngflYxLkOmk+G3lnfDzbGLMsRH+SQG9z/Q9sszSIvzHpVJ3nVOV418wmWO87P5GukjR1tkLiYniJux5cSXwkaSjIWKBqeBeaRK/Z5tv9da9WqtTattX2zLid6nud87Wtf401vehPvfOc7ueWWWzDGcMEFF9BsNu/xSdc6OzQUCdNaIRImdaBdAb5AFIVL/RqU16pVq1atWrVq1aq1kg4fPsxLX/pS/vEf/3Hk/XUmeq1a65dxERsFMO9lOQupnQ+KfYInBL4r4DgeDLvLjTEc7qU2imU+Lh3mC+noz+SWps8u5zA/10WzjAXrG+yfOXCbGTMEr82S4pz2/MrSm26bwfYYYU1uFQkEBjMcgWJE5QiD1VSiT6rRK0OgWwzuH93lN5VzLM5r1HNYofBoxd9ZPTv72GaoSGgB5Jc+j+prsTReRgztaddl2h5BFO5yKdjY8CrFPiWRV7vLa9WqZbWub3ilFE996lO5+eabmZ6e5pJLLjlV51XrLNRKkTC1atWqVatWrVq1atVam171qlcxMzPD17/+dZ70pCfx6U9/moMHD/K2t72N97znPWs6xpVXXsmVV17J3r17Abj44ov53d/9XZ7+9Kcfd9/rr7+eJzzhCTzkIQ/hxhtvvAfPpFatM6tMG7ppzmKaM9NP6WQ5cW7QxiAQ+NI6zMcCiS+H0Yc2hv2dxDrL521++e0LfXqZXvY4UsA5rZBzx0IXyRKxcyyk4a29/oQxhkQbUpelnTp46wtJ4NmipDan24JrIQSSAfyVbp1AuGWb6S0AIeVIuF1A8BKMOzf4Uhe4Pe4wKK/uT+XYxf5VoA6jwXkJy1cA6aayY+Fyrzriq/uayoYrOeLNkmNh7HvBALrYr3hsN/elpFnGsdiCn7I2BdaqVWsFrTsT/ZJLLuHWW29l9+7dp+J8atWqVatWrVq1atWqVes+qy9+8Yv87d/+LT/yIz+ClJJdu3bxlKc8hfHxcd75znfy0z/908c9xo4dO3jXu97FBRdcAMCHP/xhnvWsZ3HDDTdw8cUXr7jf3Nwcv/iLv8iTn/xkDh48eNKeU61ap0v9TLOY5szHGTNxSi/T5MYQSEHkSdq+WgZBU63LYp8WmPe5YyEmGVHx0xOCHWNhWfRz13jEjnZIsI7ik9pYR3wRD5IbC5t9aSNApiOfscAjqp3OtWrVqnWv0roh+tvf/nZ+4zd+g7e+9a088pGPpNVqDd1fZ+PVqlWrVq1atWqNljEG8hyyHHJdLps8R4y1ENG9v7ZMrVq1Vlen02Hz5s0ATE9Pc/jwYR7wgAdwySWX8B//8R9rOsYznvGModtvf/vbufLKK/n617++KkT/lV/5FX7+538epRSf+cxnTvg5nGpl2nCom2CwDlwAWXHLls5ZMbgtsXfKintWiuVu3GLfwtlb6+xWrg2dLKeT5sz0MxaSjH6ukQgiTzAZekMAOs41dywMA/O7FmPyEZXgQiXY6fLLd41bcL6tFa4LaK9UeLJwNW+IApq+LIF5qCSqBua1atWqda/UuiH60572NACe+cxnDjU6jDEIIeoMv1q1atWqVavW/VamAOMVUG7yHJOkkKSQZu5+g9E5uIJmRhvULh9qiF6r1n1eD3zgA/ne977Heeedx8Me9jD+/M//nPPOO4/3v//9bNu2bd3Hy/OcT3ziE3Q6HR772MeuuN2HPvQhbrnlFj7ykY/wtre9bU3HjuOYOI7L2/Pz8+s+vxNRnGv2zvdJtB6KliiCG8rsY4bznAuvcOFEHgbtbvsCuLtjFtEYStgigaqMzxBuAiUcxB+C96KM1ChiMgo2qoSoCw/eA8WF2zyxbvNuOuw2Hw/88nXtpjn/71CHm44sctt8nwOdhBG8nJYnXaFPm1++azxkSzNYc3RHEceSOId56lzsnotjGQ882oGi6QpPhp4tVFr//WvVqlXrvqN1Q/QvfelLK953ww033KOTqVWrVq1atWrVOlu1kotcZzkkiYXkmQbt4LnWFGW9EBKUxEhh9+3FmH4fOn1Mp4s+OocIfNTk2Jl+mrVq1TrFetWrXsX+/fsBeNOb3sRTn/pUPvrRjxIEAddcc82aj3PTTTfx2Mc+ln6/T7vd5tOf/jQXXXTRyG1/8IMf8Fu/9Vv8y7/8C5639i7gO9/5Tt7ylresefuTrQ2Rhy+PH6NRzVEuEjqKdUtzkKms02gyM8hS1pVijtUs5jLT2QiEMBWA7wo3CjDGov0C6ocl8PVo+YrIxXasJxbk/qJcG7pZkW2esZhm9LKV3eaHugnfPLLIjYcX+f5Md5nLfCLw2DUeOlhuwfmGyFsz0M61zS1PXH558bf1lQXjGyKPtotjiTzrLq/jWGrVqlXr5MsYA1oj1NprUJxKrRuiP+EJTxi6PTc3x0c/+lE++MEP8s1vfpNXvepVJ+vcatWqVatWrVq1TpuM1iNjVo7nIgdhAXmWQz/G9GPoxdC1gJxOD7PYK5dJs9GPf/5OePCe0/mUa9WqdRrV7XZ53etex2c+8xnSNOXzn/88f/zHf8zevXv57ne/y7nnnsvGjRvXfLwHPvCB3HjjjczOzvLJT36SF7/4xXz5y19eBtLzPOfnf/7nectb3sIDHvCAdZ3zG97wBl7zmteUt+fn59m5c+e6jnE6VDjEYRD/Mih5ePqljSHJDf1MMxf3MVh3eqAETU8xHigavqKh1P02DzvONJ3Mus2P9VN6qSEzGl8KGp5krDFwm2tj+OFsjxsPL/DNw4vc1UmGjrWtFfDQjW0eNNXk3PGIyXDtmCMtYHmuSbW9aFL8rSJPstEPaPmK0N2uC0/WqlWr1smXMcb2w7IM0gyTZph+Av0YjEFu34xoRGf6NNcP0Qt98Ytf5Oqrr+ZTn/oUu3bt4rnPfS5XXXXVuo6x3qryn/rUp7jyyiu58cYbieOYiy++mDe/+c089alPLbe55ppreOlLX7ps316vRxSd+Re8Vq1atWrVqnX6ZV3kuuIkd27xLLOQPE5WdJGbTEM8gOOmG0OvD50uptPDdHqw2F0Rjo9U4EO7iWg1EK0GxvMQm6ZP2fOvVavWmdeb3vQmrrnmGn7hF36BRqPBX//1X/Orv/qrfOITn+ARj3jEuo8XBEFZWPRRj3oU3/jGN7jiiiv48z//86HtFhYW+Pd//3duuOEG/uf//J8AaK0xxuB5Hp///Of58R//8ZGPEYYhYVjHTK1XUlgHdeQNXOe5trnZi2nOsX6GweAJSegJWp5iPBw4m6P7YG62NoZOmtNJNTNxarPNM/tbG3mC8VDiywGe6Geabx9b5JuH7bSQDmJjpYAHTDZ56KY2D9vYZksrWNPjF4U+k9yQGTvCIFASXwnGQ58xX9LwFKGD5XUcS61atWqdXK0Ky7PMmZi0jWCTEjxl+2q5PtOnDqwTot95551cc801XH311XQ6HZ73vOeRpimf/OQnVxw6uJrWW1X+K1/5Ck95ylN4xzveweTkJB/60Id4xjOewb/+67/y8Ic/vNxufHyc733ve0P71gC9Vq1atWrVum/LZPnALV64yNPMusiTdJmLnDRzsSpxZd7HdPvWRb7onONJuvaTCHxwYFy0m3a5mLeaiHbDLvv+0G56dgG5Y8tJfkVq1ap1NulTn/oUV111FS94wQsA+IVf+AUuu+wy8jxHnYRhysaYofzyQuPj49x0001D6973vvfxxS9+kb/5m79h9+7d9/ixT6aO9VNe/oXvkhmDJwRK2gzzQT65ncsl8+H1lWWKvPPj7bv8PuUKlUrp5sc5h2KfqdBnekl8iJKCplQ0K881c2B9Jk451EtKqBsqwZivGFsC1u9tQDfONZ00ZyHJONbP6KaaVGsCZd3m7YY/5Oo+1k/55mEb03LzTJdMD3JaGp7kkg0tHrapzSUb27T8lT8zS+NYtLGjFXxpY3Y2NjzGAo+wjmOpVatWrVOiE4HleB6EIVJJu/9iF3NkFn33IeQ5m22f6gxrzRD9p37qp7juuuv4mZ/5Gf7kT/6Epz3taSileP/733/CD77eqvLvfe97h26/4x3v4G//9m/5+7//+yGILoRg69atJ3xetWrVqlWrVq17j0w/xix0MDMLkGXoOIFuH7o96CXDcLzXt87x9cJx3xtyjhfLODAuWg6UB/5xD2W0tsDfaMiNnZuzw11Rq1atU6c77riDxz3uceXtRz/60Xiex913373uiJTf/u3f5ulPfzo7d+5kYWGBj33sY1x77bV87nOfA2wMy1133cVf/uVfIqXkIQ95yND+mzdvJoqiZevPBmXacKCbHH/Ds1zjgWL3eMTu8Qa7J+y8HQyDX08KPKlKIGyMcWDdcLiXsr+TIAT4ykL0sUDR9j0anstXP8uc0toYuql128/GKfOJzTYHQWOE29wYw+3zfW5wMS23LwxfBNrY8HmYc5s/YKq5IuhOtaabauLcLItj2RwENDzlYLmo41hq1apV6yTqnsByIYU1Ls3OY2bmMbMLmJl5mJ23/bp8MALJXPIA2DB5xp5noTVD9M9//vO84hWv4Fd/9Ve58MILT/qJrLWqfFVaaxYWFpieHh7+vLi4yK5du8jznIc97GG89a1vHYLsS3Wmqs7XqlWrVq1atU5MRhvo9tDzi5i7DqJv+iH6roMWnsfrgC+eB+0lLvFWc7CuAOarwHGjta1kp7VtNGptJ1cIp6hsZwR2QQiEVFhrpQQpEeNtC+prrVsveclL+PCHPwyA53ns3LmT5zznObzlLW+h1Wqd0DHf/OY385nPfIYbb7zxJJ5prfu78jwnCIZjJzzPI8vWEQXldPDgQV70ohexf/9+JiYmuPTSS/nc5z7HU57yFAD279/Pvn37Tsp5n25Nhh5XPPFCvn+sS+RZ93duLKC1E+U8X3J7eL1bh7Ffy5jKcYaPt9pxjFm67+rnkBnDsX7KfJLzzSMdvnmkUz63jQ3fgfWI3RMNdo1FQ5EvQgh8JfAVtBmA9cQ51g90MnITI4QgckB4IvRoOkjcUBL/NBcuTVxETSfJOBZndFJNkg+yzTctcZunuebmmS43upiWmXjw/hfAnomGBeeb2pzTCla8SBDnmm6ak2gbi9PyJdtaXhnHEqm6iGutWrVqnSzdI1ieZhVQPg9VYL6aqUkKmBizfbSzZLTQmntr//Iv/8LVV1/Nox71KB70oAfxohe9iOc///n3+ATWU1V+qd7znveUsTKFHvSgB3HNNddwySWXMD8/zxVXXMFll13GN7/5zRXh/5muOl+rVq1a/z97dx4YRX3/f/z5mdnd3BfhCEe4DxFURFSgAqKoqFVUWm2LCoL4tfUsVq1tVaxYj9Yqan9olcO2Vqz1rFW8SkRUPBAERVAgnBLO3MleM5/fH5/dzW4OSBBYjvejjdmdndmd3ZDsfF77nvdHCNE8OhyGqlqcXWW4365Hf70WvXGrCazjeey4KvG6inEiwXi0xQo+b8IA3cwAH6kOjwTjRPumR8NyNLFH04BtoZQFtgJlgW1BiteE4h4PymOjLMsc/FkW2Hbc5UiILlVx38vo0aOZPXs2oVCI999/nyuvvJLq6mpmzJjRovvRWuPEVb18X6FQCK93z2cniCOD1poJEyYk9Bj3+/1cffXVCR/4vPjii3u8rz3NRTVnzpzd3j516lSmTp26x8dJBp9tcXSrDEKOJstn4bUOvSA04LhsrPRTXOGnuNxPcUUtW2tC7Kg1X59urQRMaNwhw0e3nDS6ZafSNTuVwqzUhIprpVSsgjrK1SZUb2zi0ozYxKV1rWD2ZasSV2tqwyY4L/eHKIv0NtdgquW9Ft7UxJihIhg2vc13VPHVzmoCTt17ts9S9Iu0aTmuTSbZvsYjCq01fselNmzatPgilfn5qT4yfTaZXlsqzIUQ4ntqVljuumbq7riwXFs2VFbHgnJdWlddTq1/9w+anYHKzUblZUe+Z6HysiE7E2VZuGUVWB3aHoinv0dK6/qjzt2rqalh7ty5zJo1i08++QTHcfjzn//MxIkTycrKavEOBINBNmzYEJtV/qmnnmp0Vvn6nn32Wa688kpeeeUVRo0a1eR6rusycOBAhg8fziOPPNLoOo1VohcWFlJeXk52dnaLn5MQQggh9q1oyxa3ZCfuV6txVxZDRVXsdlVYgHVMb6zWuZCZHgvHdbQaPBqIRycYjV+ORqMgEo0ry4qE4XGheLSawuNBeSyzTiQAj32PVpUfpJVvFRUV5OTkNHp84/f7KS4uplu3bofcPDITJkygrKyMl19+ObZs8uTJvPbaa6xbt46bb76ZuXPnUlFRwaBBg3jooYc48cQTASgqKmLkyJHMmzeP3/72tyxbtownnniCiRMnJjzG7NmzmTBhAuXl5dx88828/PLL+P3+2P0dd9xxQF0F+/XXX8+0adNYt24djuPIhySHgX3xO3LFFVc0a73Zs2fv1f0fCLv7O7IvVYccvthedciG6I2pDjmsqzCBenG5n3UV/oQq7CiPUhRmpcRawHTLTqUgw7fHgDgcmTQz4LgEHUCB1zLBeqbXJssXaQMTCdZbEjiHItXmVXHV5iHXxVaKdE/D+9Na8111kKWR/uZry2uJDx3yUjyxSUH7tkpvsnre1Rp/2KUm7OBoSLEtsn0eWqV6yfLZpHvkQ2ghhNgbexOWa6WgqhYqqiJBeWUsMKeqZvcPmJ5mQvK8rFhgTm42KjcL5dn9vDBuWQV2t077tSd6c49vWnzecHp6OhMnTmTixImsWrWKmTNnct999/HrX/+aM844g1dffbVF99fcWeXjPffcc0yaNInnn39+twE6gGVZnHjiiXz77bdNriOzzgshhBAHH+26UB1p2VK8GffL1bhrN5oDPgCfF+vo7tjH9oGcrLqDvho/ujZgDg4tFQnFVaT62wafJxKI2yivB2wbq7FK8WiV+GES4LSUqfo78H2JU+2mT99vrrS0NEKhELfccgsvvPACTz/9NF26dOGBBx7grLPOYvXq1QntAG+55Rb+9Kc/0b17d1JTU7npppuYN28e77zzDgA5OTlorTn33HNp1aoVr7/+Ojk5OTzxxBOcfvrpfPPNN7H7W716Nf/617944YUX9slkkeLwcTCH42L/y/Da9MvPoF9+3VkHZYEwxeW1pmK9ws+68lqqw27sOpQBpsK7a6RSvXtOKl2z08ivN3FptL96etyEmyHX9Anf5Q+xNdJn3mdFJi712WT6TLV6mscmxa7rr661piZsJgUt84coDzmmt7nWpNgWmV4Ln50YJYRdzbdlNSyJtGnZXpt4in6XrBQGtMliQJtMOmelNPl33o08dm3IxUWT5rFom+YjL9VLps8mbQ9hixBCiIa0PwDB0B7Dcm1Z4A+gK6qhogo3VlleaQqYdleHneKLBOWmopy4wLw580Yl7G+08Mk9uOaN+l7NN/v06cMDDzzAvffey3/+8x9mzZr1vXeoqVnlo5599lkmTpzIs88+y7nnntus+1u6dCnHHHPM9943IYQQQux/OhSGqhqcnaW4K4rRX69Bb90Zu13l52Id1wd1VDeUxhzo1dSi0lNRmXmmEnx3leIHSU+9g53fCTLs9VsP+OO+f879pHn2vrjhk08+4Z///CcjR45kxowZzJkzh7PPPhuAJ598krfffpuZM2dy8803x7b5/e9/H+slDZCZmYnH40mYqP5///sfy5cvZ9u2bbHiiz/96U+8/PLL/Pvf/+aqq64CzFmWf//732nTps1ePwchhOG4oGjRidMN6O+5fdwdNZ+iWRX0uSkejm+bxfFtzRndWpsJRdeW+1lXYcL19RV+/I7LytIaVpbWVfplee2EavWuOakNWqF4LQuvBcRNXBqK9FffWhPiu+ogSil8liI1UuXttWBXIExNyCUYqTZP81i0TvU0qF6vDjks32GqzZfvrI5MImp4LMXRrdI5rrVp09IqtekAJexqasIOtWGNUpDuseiQmUJuiodMn53QykYIIUTzaX8At6wCSivR4bA591YpE6hHq8rLq+oqyssrzZtvU7weUz0erSSPb8GS1rwz9RICcscxZwY7TiQwV+Z9OzqHlK1Ma86D5APUfTKDlW3bXHDBBVxwwQUt2q4ls8qDCdAvv/xypk+fzuDBgykpKQFMtVFOTg4Ad911F4MHD6ZXr15UVFTwyCOPsHTpUv7yl7/si6cqhBBCiP1E1wZwK6rR323FWf4NetX6uh56SmH17Iw1oA8UtEH5A+haP/i80CYXOysT0lIlID9Cvfbaa2RmZhIOhwmFQowZM4brrruOf//73/zgBz+Iref1ejnppJP4+uuvE7YfNGjQHh9j8eLFVFVVkZ+fn7C8traWNWvWxK536dJFAnQhvicFpNiK6lDzKtAOxo4eIde0ajEtVSxSLIXHUrs900YpRdt0H23TfQxub04nd1zNd9WBSKW6aQezqSpAZchh2Y5qlsVNXJqf6on1V++WnUqX7NSEym0V6Zvusy2ijVhdrQk6mqDrsrnaj6tN5Xu61yLPbhgXbK0J8kWkTcs3ZTWmK1pEltc2bVraZHJ0q4yESVMbvD6OayrOHRePUqR7Lbpm+8j2ecj02gd8glQhhDic6EAQt7QCyipwv9uOLtlhAvNon/LQbiY1ty0zoWdediwwj7VgyUjb7ftYg4A8etl1QSu0SgzIsWxItcHrRfk8KI/HPL5tx323D5ox3j4J0fdWS2eVf+KJJwiHw1xzzTVcc801seXjx4+PTZ5TVlbGVVddRUlJCTk5ORx//PEsWLCAk0466YA+NyGEEELsWbRli1NWif5mPe5X36I3bCE2Kk9PwzqmF/axvU1gXutHV9dCegp2u3zITG/x6YGieVJtH++fc39SHrelolXnXq+XDh064PV6+eKLLwAaHOhrrRssi5/UsSmu69K+fXuKiooa3Jabm9ui+xJC7F661+aoVgff71Jzh/CuNpOL+h2XymCY6pBDZaSPOESCdcvCZyu8ewjWbUtRmGUmHB3e0SwLOi4bKwOmv3pk8tKSmiA7/WF2+iv5LG7i0vYZvkilehrds1PplJWSUCVvKUWqR5FK033J15TXxvqbb6lObPPVMcPHgDZZHNcmk+45qbvttR5wXGpCDkFX41EWmT5TcR4Nzu2DJCQRQohDlQ6GcEsroawcd/M23GXfmLFVfUqZCT3jAvJoaE5WRqPtLKMBuW5JQJ7mNXNVeRsJyD02WAdPQN4cSQ3RWzqrfGODlvoeeughHnrooe+xV0IIIYTY32ItW7buML3Ov14LpRWx21WHtlgD+qC6d0IFw+hgyFQa5mVjZ2eaKogjtFf5gaKU+l5tVQ6kjIyM2Bw7UT179sTn87Fw4UJ+9rOfARAKhfjss8+48cYbd3t/Pp8Px3ESlg0cOJCSkhI8Hg9du3bdl7svhGhEhvfgOHV7b2US3f8UwpEWKv5wYrBeFQnWNeBrQbDusy165KbRIzcttqwm5LC+0gTq0XB9lz/Md9VBvqsO8sEW8x5rKyjMMpXq0XYw7etNXFobdvhqZzVfbK/iix3VVIXq/h7aCnrnpTOgTSbHtc6kbXrTH3yauTVcakIuIa1JsSyyfB7y07xkem0yvHaLJjgVQgjROB0Mocsr0aUVuJu34i77Fr3+O3OjUli9uqAK8usqynMyUXFz98QqyB0HAkF0iwJyr5kc9BAPyJsjqSG6EEIIIY4cWmvwB3AratDrNuEs+wa9ekPd6YQeD1bfbqbfeW4W1ARM1XlaKlbrXFRWBiql5VXK4siUkZHBz3/+c26++WZatWpF586deeCBB6ipqWHSpEm73bZr164UFxezdOlSOnXqRFZWFqNGjWLIkCFccMEF3H///fTp04fvvvuO119/nQsuuKBZLWGEEEem6KSfdR8MpOC4JmCOhuuVwTBVIYfquGDdE9d+xbeHYD3da9O3VQZ94yr4ywPhSKW6CdXXVfipCjmsi1yevymyN7ZFl6wUumSnsqU6yMpdNYTjJo9L91gc29q0aemfn5EweWl9rtb4wy41YYewhjTbolWal1apJjhP91jfe/JoIYQQhg6H0WWV6F2RyvPl36DXxYXnR3XDPvlYyM6AcKTvuGPOBNbNCch9XhO2HwEBeXNIiC6EEEKI/SrWsqW0HP3lGtyvVqO3bK9bITcL+7g+qL49zARy/iD4Q5CTgZ2TBRnpZrJQIVrovvvuw3VdLrvsMiorKxk0aBBvvvkmeXl5u91u7NixvPjii4wcOZKysjJmz57NhAkTeP311/ntb3/LxIkT2b59OwUFBQwfPpx27dodoGckhDhc2JYio5FgPdoGxh92qQqGqQw51IRcylwXtAnkmxus56R4GBDpUQ7mw+wd/lCkWt2E6+sr/QQcl2/KavmmrDa2bds0b2zbnrnpeHYTljiupjbsUht20WhSPRYFGSnkpHjI8np22xtdCCFEy+mwAxVVuDvLcL+LtG0p3hy7vS48z4SaWnRVDcrrMUG4r4mAPFpNfoQG5M2htNb7aLryw0dFRQU5OTmUl5eTnZ2d7N0RQgghDkk6GDItW77bhvvFKtyVxVAdGaArherWEXvAUdChrZko1HFQKSlmdvfMDEj1SbXaPrS74xu/309xcTHdunUjNTU1SXsoxMFLfkcMGScdeNHK7mjVelUwTGXQIeBqQo6L1iaQ99mKFNvCa6kWtUhxtea76iDF5bVsrAyQl2qC94L03b8Hh11NTdihNuxiKUW6x6JVqpecFNPf3CcffgshxD6nHQcqqk14vnkr7vJv0Ws3xW63+nTFHnycCc+ra9FoVHYmVl42pKWYSTplfNVAc49vpBJdCCGEEPtMtGWLU16F/nY97herzCmFkcnUSE3B6t8T65jeqFQf+APmKz0NOzfLTBTqObT74AohhBD7iqUU6V67roVKRgquNhXrtWETrFeHHCqCYWrCrgnWAVs1L1i3lKJTZgqdMvc8B0bQcakJuwTCrqmk99q0y/aRk2JateyuWl0IIcTe044LldW4u8pwN201lefx4XnvLlgnH2daYlbXoqtrUNmZ2HnZ5qxe+fu8T0iILoQQQojvTTsuVNfg7CxFf/EN7ldr0DvLYrergtam13mPQlQojA6FQGto2worKxPSUqQqQgghhGgGSynSPDZpcR86R4P1aNV6dcihMmgqxctdDRospSNtYMwEps2pWI/2Nw86ZtsMr0WnzBSyfR4yvDa2BDNCHBBaawiGIBDErfGbftdpKZCagvJ5k717Yj/RbjQ8L68Lz9dsjN2uenbGHnIcKjdbwvMDQEJ0IYQQQuy1WMuW9d/hLPka/e0GCATNjbaF1acb6tjeWK1yoNaP9gcgIw27oLWpOvfKoYgQQgjxfTUWrGutCThmAtPasBML1v2OS0VIo7XGViQE6wrwOy41IZewNsF5js9DqzQvWV4P6V6rRe1ihBB7T0dCc+0PoCurIRBCh8ImGNUaR4PyeSA1FZWVjkrxmVBdzuo85GlXQ1W0bcu2uvA80pFb9eyMPfhYVF5OJDyvRWVnSHi+n8nIVQghxEFHh8JmApSwYyY78dhxs4F75KAgybTWUBvAKa9Ef/mt6cW3aWvdCtmZ2Mf2RvXtjlIKHQyC40B+HnZ2BqSnyc9QCCGE2M+UUqR6FKkei9wUM/SPD9b94WjFephAXLCe5rHIT/PSKtW0aUnzWHK2mBAHgA474A+gA0F0ZQ0EAuhgCAXg9UKKF5WRVvf7qDWEwqZQpaIK11KmKj09DSsjDVJ9kOJDWTJHwaFCuxqqa3B3luN+t9W0xlwdF55372Qqz1vlSnieBBKiCyGEOChox4VaP25VNVRUo/1BlALTSVuhbAssBbYHvHbijOKe+KDdNuuKfS7WsqVkB+6Sr3FXrIXK6tjtqksH7OP6QMe2qEDQTHyTnorVtpU54E/xJXHvhRBCCBEfrBNpg661JhgJ1sOuJtNrk+KRYykh9jftuOYMzkAQt7oGavwmNHc1eD1mvJOW2uSHWEop8HnNF5g5iIIhKK/E2VWG8pj7IDMdKz0VUnzmPuVDsYOO1hqqayNtW7bhfvF1YnjeLRKe5+dKeJ5EEqILIYRImmhFs66uQZdXof0BlNbmNMTcLJQypxVrrc1BoeOa7/6gOXhwXROya0xwbltg2eCxICUF5fOYg0fbMgF7JGxXtpzi2BI6EERX1+KuWoezdKWZxMZxzI0pXqx+PbH690KlpaADQVTYgdxs7JxMyEiT6hchhBDiIKaUIsWjJDgXYj/TroZgEPyRvuZVNRAKoR3XjGV8PlRWRpPHzrq8CndTCXpXOVa7fFTn9qjUukmBlWVBaqRPOpHK9mAIdpTiaG3GRak+VGY6Ki3VXPZILJhMWmuo8eOWVuBuKsFdutK0x4yG5107mvC8dZ6E5wcB+W0RQghxwOlA0BwslFVAbQDCjjk9sYmDRqVUrMq8wW3R+3RdE+w6LgTD4DeV0FortNKglAnPo4F6pGrD8noatIvBltOWowd0Tlk5eskqnC+/hW27YrerNnmRiUI7o8JhU0lj21gd2poD87gDeiGEEEIIIY40CZOB1gagsgaCIXQ40tfc54WMNKxGxjhaa6iowt20Fb2xBHfzVqioOwPUBTO+aZeP6tIBq0t7VEGbhDNyVfRsXVJNKBuOjJGqanBVpPVLagpWZroJ31N8ckbvAaRr/Lil5ehNW3GWrESvXg9uJDzv0sGE521amTan1bWorHTsVjkSnieRhOhCCCEOCB0Om+C8ohqqqs2kOB4PpKXGJr/RjoO7ZiPuymLc9d+B12OC9ewMyDTfVVYGZKWb76kpsbBbWRZYFjQyOb0iErK7LoRdcwAZCILj4mqNVpiDUMsGWyWE7MrrabxlzCF84KK1Bk2kwiHucvTLH8DZWIL7+de4K4vBHzAbWgqrVxfUcX1QedmoQMh8cJGVgZ2bZarOpcpfCCGEEEIcoXQobPqa+wPoqhoTWofDZszi9UBaCpYnveF2WkO00nzTVtxNJSZ0j2cpVLvWqPwc9JYd6J1l6JId6JIduB8vM2OXwgKsLh2wunRA5WbFNjWP7zVfYMZFoTBU1eCUVcYq4clMw4pUqZPiO+ILi/YHXRvALa0wP+clX+N+u978PADVub0Jz9vmS3h+EJIQXQghxH6jXdcE51U1UBFp12LZ5uAxwxw8aq3NqWsri3G/WW/C7aiAqZTQW7Y3/gAeTyxQrwvYzfdY2B45RTEWsjfyzhdrGeNEqtldF6przT5rHenLTl0lu2Wbvuwpvrq+7HFV7HhslGVFwupISE3c5ehyqHd7Y7dFLruJy3T87Tpyeqh2zfXY5cg6rlu3rlvv/iL7pV3XHPDvLMf9ajV6Q0ndY2emYx8TmSjUUmbCV2VBu9ZY2ekJH2YIIYQQQghxpNBhx4xZYqF5AB0Mo9BmbFB/MtDodlpDeWWk0jwSmlc1EZoXFmB1aofq0AblrasY0lU1uOu/Q6//DnfDFtMmc81GnDUbcQByMusC9cKChPmJlGWZHukpPjMWciKtX3aWmdYvtgdSI2cKR6vUfY1UK4lm0/4AblmF+Xkv+dqMfaPheWGBCc/btZbw/CAmIboQQoh9SkcqmXV1LbqsCu33ozSm515uNkopE0xv22mC81XrEg8YM9Kw+nTF6tXVpNuVNejK6tgX0e81flNRXlqBLq1AN747ptI9rnq9fthO5KBWKVVXbV5PQsgebRtTG4aqWrR2cc0a5mA0GrJbKq7aG2IhOsSF6UT/Y4Ls+MBcRW5SsT0w+6IV5gWtv4eRb0qZQDwYjh3Q4w9CMIj2ByOVMWYCo2iVDP4ABEINn3endqZlS8d2qFDI3H96mqk6z0yTHorikKaU4qWXXuKCCy5I9q4IIYQQ4hCh3chkoP4gbnWtCTyjk4F6zNmsKqfhZKBaayirjKs039pIaG6hCvJRnRoPzetTmenY/XpCv55ordHbdplAff136O+2m8r2Zd/gLvvGnHXbvrUJ1Lt0MG1g4tpoKtuGNNuMnYhU1AdDpsodYq1fVFaGCeNTfXIGajPpQBC3rBK9KXKm76p1deF5p3bYQwagCiQ8PxTI6FcIIcQ+EetzXl4FNbWmz7nPi8rMiPXW02UVOCvX4awqhl3ldRuneLF6dcHq0w3VqV1iX/T2TTxe2DFtYSqi4XoNurIqErbXmJ6B4TDU+tG1fti2s/Gg3bIgMz2xej3aQiZa1R49ldFjAzb1e8bE+rI7LrhOXdgOoJRZQ0W+ohtEl0fXUdG8XCUcdOvoRKr+ALrWj64NoGsDses0cj2hmr+l0lPNz6J/T1R6mmm7o4A2rbCyMsyBtRzMiYPE448/zs0330xpaSmeyIc6VVVV5OXlMXjwYN5///3Yuu+//z7Dhw9n1apV9O7d+4Ds37p16+jWrRtLlixhwIABe1wvyuv10rlzZyZMmMBvf/tbOdNDCCGESJKEyUBr/VBVa4pTYpOBNj6vUyw031hiwtNNW82ZrvEsC9W+tSlc6VSAat8G5d27mE5F+qPTLh/7pGPQwZAJ6yOhOqUV6O+243y3HT76wlSWd26P1aW9CdazMxPvz+sx7WdIMwVAwZCZ2LK8Cte2TLifmYaVnmZav/h8MkaoRwdD6LJK3M1bcT/7ylSeOw4AqmNbE553aFM3YWhmOna+hOcHMwnRhRBC7DUddqCmtq7PeTBs+punpcSqlHV1Lc6qdbiritElO+o2ti1U90Lso7qhunaM9UVvLuWxITcblZvd+L5pbSqxK+qq1+Mr2XVltTkIdl3TtqWiqulq9sjBcSxUjwXskd7smeko2zYH0nbjfdkhrnIlFnybULzR6/4A1PpNgL63UnzmZ5GWar6npjR5Xfu8pg1N5CBZA6R4sQtam2p9OX1THIRGjhxJVVUVn332GYMHDwZMWF5QUMCnn35KTU0N6emmdVRRUREdOnQ4YAH63njnnXfo168fgUCAhQsXcuWVV9K+fXsmTZq03x4zGAzi8/n2vKIQQghxBGgwGWhVDQRCaCfS17yJyUC11lBaYdqzbCrB3bjVFBbFsy0z+WendqbSfC9Cc+04ppc5mDGK1fhEoMrnRXXvhNW9k9muogp3/RZTpb5hixknfbse59v1pvVLXnYkUO9oiprijv2VUrHWL4ApGAqFYFcFzo4yM+5L8UJmOlZaiqlYP4LHDjoYQpdX4m7ehrP4K/TKdXXheYc22EMGQIc2qBo/ukrC80OJhOhCCCFaJNbnvLoWyqN9zpU5WEo3rVF0IIizajXuymL0xrje2kqhOhdg9emO1bMwoS9fwmNED15d11SK26afeVMHiY1RKrJPqSnQtlXTz6W6Nq6avZG2Mf6gCZV3lsHOsqaD9oy0umr2jDQIhesqxf0mGI9N0Lk3YoF45MA0IQhPjVturpPqS3i9TDsax0ysGq2Wd5xYZxnluuBgWtG0ysHOzoT01Ba95kIcaH369KFDhw4UFRXFQvSioiLGjBnD/Pnz+fDDDxk1alRs+ciRIxO237FjBxdeeCFvvvkmHTt25MEHH+T888+P3b5ixQp+9atfsWDBAjIyMjjzzDN56KGHaN26NQDz5s1j2rRpfPnll9i2zZAhQ5g+fTo9evQAiFWXH3/88QCMGDGCoqKiJp9Pfn4+BQUFAHTp0oVZs2bx+eefJ4Tos2fP5oEHHqC4uJiuXbty/fXX84tf/CJ2++bNm5kyZQpvvfUWlmVxyimnMH36dLp27QrAhAkTKCsr4+STT+bRRx/F5/Oxbt26lr70QgghxGFDhyJtEGv9pq95IGiKgxRmIs40X4PJQLXWsKs8EppHeprX+BPv2LZMUB6rNG/d4naIsV7loXBd9bvXC2gzVnG1qRj3ecHrafLsNZWdiX1ML+xjeqFdF711J3r9Ftz1m9FbdpgPAEorcJeuMuOuDm1MhXrn9qb1S9z9msKhyNgD0GHT+oVtO3E0KJ8HUlNNwVGKz6zXwoKpQ5EOhyOV59twPvsKvarYnJ0NqPatTXjesa0Jz6trITNDwvNDjIToQggh9sj0OQ+ia2rR5ZXoGr+pWE7xoXKzTHAedtCrNxBeWYwu3mRC2gjVvjVWn25YvbuiMtKafoxI1Yd2XVOV4fGYID0YRmvXtEuJtT2pC9ex9zJot6y63uhNPfdQqK4vexNhO44bOw0vodq+KSlec2CZltIwCG/kOqkpe3xeOjqBaHRy1Bq/Oeh2NTraLsaywWOZA+0MLyrFh+Xx1PWCt23weOQgTgDm35TfCR/wx021mx4ANubUU09l/vz5/PrXvwZg/vz53HLLLbiuy/z58xk1ahTBYJCPPvqIRx99NGHbu+66iwceeIA//vGPPProo4wbN47169fTqlUrtmzZwogRI5g8eTJ//vOfqa2t5dZbb+Xiiy/mf//7HwDV1dVMmTKFY445hurqau644w4uvPBCli5dimVZfPLJJ5x00kmxCvOWVHx/9tlnfP7554wfPz627Mknn+TOO+/kscce4/jjj2fJkiVMnjyZjIwMxo8fT01NDSNHjmTYsGEsWLAAj8fDtGnTGD16NMuWLYs9/rvvvkt2djZvv/123VwM4pAyY8YMZsyYEfsApF+/ftxxxx2cffbZja7/4osvMmPGDJYuXUogEKBfv35MnTqVs8466wDutRBCHDx0IGiO3atqTPvH+MlAfd5YcVBs/VhoHtfTvInQ3OpUYKq59yY0Dzumyjsy/lFWJDTPy8ZOS62rCI/OQxUIRgp/AujqGtMm0uc17VWaCK6VZfaT9m2wBx9r7mNjSaT1yxYor0Rv2oqzaSt8sARSU7C6tEd16YDVuX2DsZPyRMZt6ZHWL6FIS82KKlxLmar09DSsjDRITQGv3eJx28FMhx2oqMLZvA3n0y/RK4tNW1FAFbTGHnIcdGon4flhQEJ0IYQQTdLBUKTPeSVU+9HhEMrnQ0Xal2jXRW/YgrOqGPfbDSYEj2qVg31UN9PnPDer8ftvLDjPycTOzID0VBP2RkPhuO/accy+RSa82a9Bu9cLrXJQrXKafg61ftM2pqrGBO3VNXVVF7EgPK5a3N67A0YdH5JHv7uuKfRXkQmBohObppsDbOXzYsUCcvMlkwCJ5vA7YUb8Z+YBf9z3zptEmqf5pwCfeuqp/PKXvyQcDlNbW8uSJUsYPnw4juPwyCOPALBo0SJqa2sbVKJPmDCBn/70pwD84Q9/4NFHH+WTTz5h9OjRzJgxg4EDB/KHP/whtv6sWbMoLCzkm2++oXfv3owdOzbh/mbOnEnbtm1ZsWIF/fv3p02bNkBihfnuDB06FMuyCAaDhEIhrrrqKi6//PLY7XfffTcPPvggF110EWAq3VesWMETTzzB+PHjmTt3LpZl8dRTT8UG/rNnzyY3N5eioiLOPPNMADIyMnjqqaekjcshrFOnTtx333307NkTgKeffpoxY8awZMkS+vXr12D9BQsWcMYZZ/CHP/yB3NxcZs+ezXnnncfHH38cO1NCCCGOBFprqKjC3brTnFEbDc3rTQaqtcbdURbrZ643bTWtFuPZtqnY7tQO1akAVdC6xRXXDUJz2zaheatIaB7tN97Y+CEzHZWZDvm5ZmzkD5gWNJXmgwHXccy4x+fdfeuXFB+qZ2esnp3NPpVVxnqp640l5n5XrYNV63AA1SoH1bWDqVTv2C6hJU2s5U20nYvrmvFaeSVOaXndeEVZYKnIGK2uoEd5bHMfVuR2y6p3WcW2TfacMdpxoKIaZ/PWuvA80mpHtc034XnnAgnPDyMSogshhEigI1XMbrTiOhA0B5epKVjedDPz+9adOCuLzcFUfK+/zHRTcd63G6p1XqMHNnsKzhv0z4tWScdR9e8viUG7UgrS01DpjVfYt0SD5+K6kVMAtQnKLRU58LTB54GUDFSKt66aPP4AVA7MxBFi5MiRVFdX8+mnn1JaWkrv3r1p27YtI0aM4LLLLqO6upqioiI6d+5M9+7dE7Y99thjY5czMjLIyspi27ZtACxevJj58+eTmZk40RbAmjVr6N27N2vWrOH2229n0aJF7NixAzcyofCGDRvo379/i5/Lc889R9++fQmFQixfvpzrr7+evLw87rvvPrZv387GjRuZNGkSkydPjm0TDofJycmJ7fPq1avJykr84NLv97NmzZrY9WOOOUYC9EPceeedl3D9nnvuYcaMGSxatKjREP3hhx9OuP6HP/yBV155hf/85z+7DdEDgQCBQF0rsoqKiu+340IIkUTacXC3l6F37ELZNlZeXZGMCc1LTZX5xhL05q2mHWO8WGgeqTT/XqF5CO1qs32kaMdOTzVnrKb4WlylrSLBtZ2diW7TyszD5A+YFpw1tS1r/ZKbhZ3bB/u4PmjHRZfsMIH6+u9MG5hd5ehd5biff22q7zu0NYF61w4NxoDKskz1eaz1i2PGOtGzaMMO6KC57GrM/0CbtU3fSUuZ+1EqIUSPBfB2tFAoMoaLD91VZL3Y9+8fwGvHhcpqnO+24XyyHP312rjwvBX24OOgS3sJzw9DEqILIYQws87X+nGras3pe4FAXU/x3GzTrmVXOeGVxbiriqGssm7jVB9Wr65YR3VDdWy7b4LzFlBKHfRBe8Jr4cbvR1w1OYCOTJhqW2B7TAV7ig/LG2254jG3eTx7Xc0uRHOl2h7eO2//TWi5u8dtiZ49e9KpUyfmz59PaWkpI0aMAKCgoIBu3brxwQcfMH/+fE477bQG23q9iX97lFKxINx1Xc477zzuv//+Btu1b98eMEFmYWEhTz75JB06dMB1Xfr3708wuHcTAhcWFsYqi/v27cvatWu5/fbbmTp1amy/nnzySU4++eSE7ezI2SWu63LCCSfwzDPPNLjvaFU8mA8MxOHDcRyef/55qqurGTJkSLO2cV2XyspKWrVqfM6QqHvvvZe77rprX+ymEEIkla4NmOrziirTXtLrwd1emlhpXn/+Io9tAuJO7Uxo3m4vQ/NgJDTXkdDc54X83Lj2LE1Xie8NZSkzjkhLwc7LNvsQCKL9AXRlDfgj4a5iz61fbAvVsS1Wx7YwdIC5jw0luOs3467/zrS93FiCs7EEFn4O6alYnTugurQ3wXq9Vp6qkXFbo48bd1m7biR013Xhe1MBvMa0siR6qi71Avi46vZYEZJlCpWi47v4AL7+9eoanC3bcT5ejl6xpi48b5NnwvOuHRLD81bZkJkh4flhQkJ0IYQ4QmmtzcFUjR9dVoGuDZjJJVN8qOxMlGWhq2pwv/zWTBC6bVfdxh4PVo9OWEd1R3Vp32h7kP0ZnLfUAQ3ao2E7JIblGlNXYVsmALfsyOmZkd7kce1WYtXkST5FURzZlFItaquSTCNHjqSoqIjS0lJuvvnm2PIRI0bw5ptvsmjRIq644ooW3efAgQN54YUX6Nq1K55G+pnu3LmTr7/+mieeeIJhw4YBsHDhwoR1otXejuO09CkBJhwPh8MEg0HatWtHx44dWbt2LePGjWtyn5977jnatm1Ldnb2Xj2mOHQsX76cIUOG4Pf7yczM5KWXXuLoo49u1rYPPvgg1dXVXHzxxbtd77bbbmPKlCmx6xUVFRQWFn6v/RZCiANJaw3lVbjbdkIgBNkZuCvW4HywtGF7Fo/HVJoXFpg2JQX5LW6DaCbZNOMGjTbb+7zQev+F5ntigus0E2g31folHGn9krKH1i+pKajeXbB6dzGvbWlFrJe6jkyu6q5cCyvXmtYvbfJQnTuYnuod2+3VBKOxfWnmpo0G8NEQ3o2rgA9EAnitzXPR4MZvrCIV8CiwFToYwl2yEnfFmlgbU9U614Tn3TpKeH4EkBBdCCGOMLE+5xVVUFWLDodRXg8qI830OfcHcL9abYLzTVvrNrSUmUzmqG5Y3QsbDcEPpuC8pfZJ0B4N2yMVo3jMBJ744qvJ4045PEwm0xEi2UaOHMk111xDKBSKVaKDCdF//vOf4/f7G/RD35NrrrmGJ598kp/+9KfcfPPNtG7dmtWrVzN37lyefPJJ8vLyyM/P569//Svt27dnw4YNsclNo9q2bUtaWhrz5s2jU6dOpKamxlqvNGbnzp2UlJQQDodZvnw506dPZ+TIkbFAfOrUqVx//fVkZ2dz9tlnEwgE+OyzzygtLWXKlCmMGzeOP/7xj4wZM4bf//73dOrUiQ0bNvDiiy9y880306lTpxa9BuLg1qdPH5YuXUpZWRkvvPAC48eP57333ttjkP7ss88ydepUXnnlFdq2bbvbdVNSUkhJSdmXuy2EEAeMDju4O3ahd5Sb8DYtBffND0xLSjChece49izt9jY0N2MArTXKjrRLaZOJnZpS19P8IApTG7R+CQbBH8StqTXjw2a2flFKmTY0rXKwj++LDjvoLdsjrV+2oLftRG8vRW8vxV38lSkSat/ajJEAUy3e8GLTy6PLmjEpelPrNOtx4pfr2CK9q7wuPM/PxR58LHTvJOH5EURCdCGEOALU9TmvgcoqdDBkAty0SJ/zUBh39UbclWvR676rC4HBnMJ4VDes3l1QaakN7/sQDs5bqkVBO+xVpYUQouVGjhxJbW0tRx11FO3atYstHzFiBJWVlfTo0aPF1bMdOnTggw8+4NZbb+Wss84iEAjQpUsXRo8ejWVZKKWYO3cu119/Pf3796dPnz488sgjnHrqqbH78Hg8PPLII/z+97/njjvuYNiwYRQVFTX5mKNGjQJMBXr79u0555xzuOeee2K3X3nllaSnp/PHP/6RW265hYyMDI455hhuvPFGANLT01mwYAG33norF110EZWVlXTs2JHTTz9dKtMPQz6fL9b+Z9CgQXz66adMnz6dJ554osltnnvuOSZNmsTzzz8f+/cmhBCHI13rr2vfkpmOLq0g/N8Fpi2lUtg/OB5r4NEtapGotTYVzKFGQvOcLOxIK8aDLTTfHWWpWM9yOzfLjBv9TbR+8XpNFX0jZ+iBGfuowgKswgI4BXSNH3fDFnRkklKqaxOLtA5FrXKwBx+L6lHYSHieLkVShzmldXM+wjmyVFRUkJOTQ3l5uQw4hBCHNB0Ioiuq0OVVpl2LAlJSzGl6rkZv3IK7shh39YZYPzcA1TrPBOd9uqKyG06q12hwnpmOdRgG50IcLnZ3fOP3+ykuLqZbt26kpjb8sEyII92h8Dty+umnU1hYyJw5cxq9/dlnn2XixIk8++yzXHDBBXv1GDJOEkIc7LTWUFZp2reEwujMdPTyb3EWfGYKXbLS8ZwzAqtDm+bdV7SneSiE1pgAOcVrxj6pvkMuNG8pHRnzuTUBqKqGQMicyRxt/eL1NuuDCK01emc5etvOxKrvpl623bW1VE1caXKTuIlOW7xt3EY+L7RvjaoNmElhszKwJDw/LDT3+CaplegzZsxgxowZrFu3DoB+/fpxxx13cPbZZze5zXvvvceUKVP46quv6NChA7fccgtXX311wjovvPACt99+O2vWrKFHjx7cc889XHjhhfvzqQghxEFFaw2V1bhbd5pZ5VN8qOwMUMqcYreyGPeb9Yl9ALMzY8G51Tqv8fs8QirOhRBCiIPZb37zG84++2wKCwuprKxk7ty5FBUVMW/ePMD0Mt+8eTN/+9vfABOgX3755UyfPp3BgwdTUlICQFpa2m5bDAkhxKFEh8O4O0rRO8rMWCUlBef199GrNwCgunfCc9YPUKmNt6kyoXmkp3koZKamjIbmedl1leZe72EbmtcXa/2SlYFuk9ew9UtVpPVLdMJUn7fJ1i+qdS60zj3gz2FPdHzP9ITLbuIyx0VX+yFLKs+PVEkN0Tt16sR9990XOw3x6aefZsyYMSxZsoR+/fo1WL+4uJhzzjmHyZMn849//IMPPviAX/ziF7Rp04axY8cC8NFHH3HJJZdw9913c+GFF/LSSy9x8cUXs3DhQk4++eQD+vyEECIZtOPg7ihD7yg1b+q5WeidZbifrzD9/yqq6lZOS8Xq0wWrT3dU+9YNDngkOBdCCCEOPlu3buWyyy5jy5Yt5OTkcOyxxzJv3jzOOOMMALZs2cKGDRti6z/xxBOEw2GuueYarrnmmtjy8ePHN1m5LoQQhxJd48fdugNdUYPKSkPvLDftWyqqwLKwhw3EOr5vwninQWiuNSrSsoS8HOy0aKV548HwkabJ1i+BoOmj7g+gy/2AMv3Ud9P6ZV9rdAJR7SaG49HvaNAKreJK4iOt+lAKLAXKAssCj1U3p5VtYaenSnh+BDvo2rm0atWKP/7xj0yaNKnBbbfeeiuvvvoqX3/9dWzZ1VdfzRdffMFHH30EwCWXXEJFRQVvvPFGbJ3Ro0eTl5fHs88+2+hjBgIBAoFA7Hp01nk5TVEIcajR/gBuien9R4oXvWIN7tdr0TvK6lbyerB6dsY6qhuqc/sGBwDSqkWIw5O0cxFi78nviCHtXIQQBxvtaiiv177li1U4739u5nnKzsRz7nCsgtZ120TO2tWOi/JFeppnZGBJaP69JLR+qa4Gf7T1i4pUqfuabP2im6r+dutfj4TggEaZyxqwlBnXxkJwZUJwS8UCcGwPymPCcRW9LbZN3PVYiK7k38ER4pBo5xLPcRyef/55qqurGTJkSKPrfPTRR5x55pkJy8466yxmzpxJKBTC6/Xy0Ucf8ctf/rLBOg8//HCTj33vvfdy1113fe/nIIQQyaK1hvIqc/AYCIHj4LxQVBeeWxaqW0fso7qhunUywXj97aXiXAghhBBCCHGI0OEw7rZS9M4yM15J8eG89h567SYAVM/OeM4Yikr11W0TCqOrqlGZ6dit8yQ034cSWr+4jbR+qa4xfemVCb9jITiAioTgKLCIhNsWeDwmAI9Vg9so20oMzC0rLvxOvC4/V7EvJT1EX758OUOGDMHv95OZmclLL73E0Ucf3ei6JSUltGvXLmFZu3btCIfD7Nixg/bt2ze5TrTvX2Nuu+02pkyZErserUQXQohDQXzvP2wbvbEEp+gTMwlOeir2kAFYvbs06P0nwbkQQgghhBDiUKSra3G37Yy0b0lHb99F+PUFUFlj2m6MGIR1bJ/E9i3VtaYyunUrrDZ5DQqLxL7TsPWLa9q9BIKgtfm5NKMa/EjpPS8ODUn/i9GnTx+WLl1KWVkZL7zwAuPHj+e9995rMkhvtF9vveWNrbO7T59SUlJISWl8YgkhhDiYxff+w2fjvvcZ7jfrAFCd2+MZfQoqI61ufQnOhRBCCCGEEIco7WooqzBn4DoO5GTgfv41zgdLTLuP3CzTvqVtftw2LlRUQ4oXu1MB5GRKhfIBpmwLMtISxqZCHGqSHqL7fL7YxKKDBg3i008/Zfr06TzxxBMN1i0oKGhQUb5t2zY8Hg/5+fm7Xad+dboQQhzK6h88ar8f56WFkYlzFPbQ47EG9UMpZYLzUNh88i/BuRBCCCGEEOIQpENh3O27TPuWFB8oC+fV+eh13wFg9emKPWpIwvhGB4LoGj8qOxOrIL/B2blCCNFcSQ/R69NaJ0zyGW/IkCH85z//SVj21ltvMWjQILxeb2ydt99+O6Ev+ltvvcXQoUP3304LIcQBpIOhyMFjuZk89Jv1pvLC1WbinHOGYbVvY9atrkWHQhKcCyGEEEIIIQ5ZurrWnIFbVYPKykCX7DTtW6prwbaxR56E1b9nrMJcaw1VNQCodq2xWuegbDuZT0EIcYhLaoj+m9/8hrPPPpvCwkIqKyuZO3cuRUVFzJs3DzC9yjdv3szf/vY3AK6++moee+wxpkyZwuTJk/noo4+YOXMmzz77bOw+b7jhBoYPH87999/PmDFjeOWVV3jnnXdYuHBhUp6jEELsS7qqxlSfV5mDRWfeB+j1kcqLXl1M5UWqr+EpixlpEpwLIYQQQgghDina1eiyCvTWnWZSyuxM3M++wvnoC9O+pVWOad/SOq9um7ADldWQnorVLh+VlZHEZyCEOFwkNUTfunUrl112GVu2bCEnJ4djjz2WefPmccYZZwCwZcsWNmzYEFu/W7duvP766/zyl7/kL3/5Cx06dOCRRx5h7NixsXWGDh3K3Llz+d3vfsftt99Ojx49eO655zj55JMP+PMTQoh9Rbsuelc5elspaBe3ogpn3gdQE6m8OPVErGN6mfYtwRC6ulZOWRRCCCGEEEIcsuLPwFWpPlAK56V30RtNC1/r6B7Yp52E8sa1b6n1o/0BVKtcrLatpJBICLHPKB2dmVPEVFRUkJOTQ3l5OdnZ2cneHSHEEU4Hgmbm+dJK8Hlxl3yN++mXAKj8XOxzhmG1zjOnLFbXmr7nrfOwWufKKYtCiJjdHd/4/X6Ki4vp1q0bqampSdrDg8+pp57KgAEDePjhh5O9K/vdhAkTKCsr4+WXX/5e99O1a1duvPFGbrzxxn2yXwcL+R0xZJwkhDhQEs7AzcpAf7eN8BvvQ40fPB7s007G7tejbn3XhapqsG1U23xUbhbKspL4DIQQh4rmHt/IXxQhhDiI6Yoq3I0lUFoJaJz/FMUCdOuYXnh+eo4J0B0HyivBY2MXFpiqCwnQhRBHkA8//BDbthk9enSyd+V7Wb9+PSkpKVRUVDS4bd26dSilYl85OTkMHjy4wZxB+1ufPn3w+Xxs3rz5gD6uEEKIw592XdwdpbgbSqA2gM7OwPlkOeEX3oYaPyo/F+/PzkkM0EMhdFkVpKdhFbbHapUjAboQYp+TvypCCHEQ0o6Ds3WXCdAjs9CHn30dvWU7pHjxnDscz6ghKK8H7Q+iK6ohNwurc3tUdmZsQh0hhDhSzJo1i+uuu46FCxcmtAM82DiOg+u6Td7+yiuvcOqpp+62Cuadd95hy5YtfPzxx5x00kmMHTuWL7/8cn/sbgMLFy7E7/fz4x//mDlz5hyQxxRCCHFk0MEQ7nfbcb/bBl4bLAvnhXdwP14GgNW/F56fnYPKz63bproWXRNAtcvDKixAZaQlae+FEIc7CdGFEOIgo/0B3E1b0Vt3oG0L5+NlOP9dAIEQqqA13nE/xOrdFa01urIaQiGs9q2xOrRDpfiSvftCiMOE1pracPiAf+1Np8Hq6mr+9a9/8fOf/5wf/vCHDcLdoqIilFK8+eabHH/88aSlpXHaaaexbds23njjDfr27Ut2djY//elPqampSdg2HA5z7bXXkpubS35+Pr/73e8S9jEYDHLLLbfQsWNHMjIyOPnkkykqKordPmfOHHJzc3nttdc4+uijSUlJYf369U0+l1deeYXzzz9/t883Pz+fgoICjjrqKO655x5CoRDz58+P3b5582YuueQS8vLyyM/PZ8yYMaxbty52u+M4TJkyJfacbrnllma/7jNnzuRnP/sZl112GbNmzdrjduXl5Vx11VW0bduW7OxsTjvtNL744otmPZYQQogjh66qMdXnu8pRWZnokh2E/vEf9Oat4PVgnz0MzxlDUB4ztZ92XHRZBVgKu1M7rHatY7cJIcT+IH9hhBDiIKG1hvIq0/svEIJQGOc/ReidZQBYJ/bHHjIAZVtxM86nYbVrJTPOCyH2Ob/jcOrL/z3gj1t0wbmktXAQ/Nxzz9GnTx/69OnDpZdeynXXXcftt9/e4KycqVOn8thjj5Gens7FF1/MxRdfTEpKCv/85z+pqqriwgsv5NFHH+XWW2+NbfP0008zadIkPv74Yz777DOuuuoqunTpwuTJkwG44oorWLduHXPnzqVDhw689NJLjB49muXLl9OrVy8AampquPfee3nqqafIz8+nbdu2jT6PsrIy3n///WZXeIdCIZ588kkAvJFJ1Wpqahg5ciTDhg1jwYIFeDwepk2bxujRo1m2bBk+n48HH3yQWbNmMXPmTI4++mgefPBBXnrpJU477bTdPl5lZSXPP/88H3/8MUcddRTV1dUUFRUxcuTIRtfXWnPuuefSqlUrXn/9dXJycnjiiSc4/fTT+eabb2jVqlWznqcQQojDl3Zd9K5y9LZSQKOzMnA/Wor72VcAqDZ5eM4dgcqrO0NLB4LoWj8qJ8u0sUxNSdLeCyGOJBKiCyHEQUCHHdwdu9A7ysG20BtLcIo+gbAD6al4Rp+C1aWDWTc643x+LlYbmXFeCCFmzpzJpZdeCsDo0aOpqqri3XffZdSoUQnrTZs2jR/84AcATJo0idtuu401a9bQvXt3AH70ox8xf/78hBC9sLCQhx56CKUUffr0Yfny5Tz00ENMnjyZNWvW8Oyzz7Jp0yY6dDB/o3/1q18xb948Zs+ezR/+8AfAhN3/7//9P4477rjdPo/XX3+dY445hsLCwt2uN3ToUCzLora2Ftd16dq1KxdffDEAc+fOxbIsnnrqqdiHCLNnzyY3N5eioiLOPPNMHn74YW677TbGjh0LwOOPP86bb765x9d57ty59OrVi379+gHwk5/8hJkzZzYZos+fP5/ly5ezbds2UlJMwPGnP/2Jl19+mX//+99cddVVe3xMIYQQhy8dCOJuL0XvKkelpUAwhPPvt0wLS8A6rg/28EEoj5nrSWsNVeaMMaugNapVLsqWBgtCiANDQnQhhEgyXePH3brD9DX3eXDf+wz3m3UAqM7t8Yw+BZWRZg4aK6rBtrA6tkPl5aAs6X0uhNg/Um2bogvOTcrjtsSqVav45JNPePHFFwHweDxccsklzJo1q0GIfuyxx8Yut2vXjvT09FiAHl32ySefJGwzePDghIr2IUOG8OCDD+I4Dp9//jlaa3r37p2wTSAQID8/P3bd5/MlPHZTmtPKBUzl/VFHHcU333zDjTfeyOOPPx6r6l68eDGrV68mKysrYRu/38+aNWsoLy9ny5YtDBkyJHabx+Nh0KBBe2zNEv9hBcCll17K8OHDKSsrIzc3t8H6ixcvpqqqKuG1AKitrWXNmjV7fJ5CCCEOX7qyGnfrTjNZaFYGev13hN/6APxB8HnxnDEUq3eXuvXlTFwhRJJJiC6EEEmiXQ3llbhbd0DYQfsDOC+9CxVVprff0OOxBvVDKYUOhdFV1ajMdNPvTybMEULsZ0qpFrdVSYaZM2cSDofp2LFjbJnWGq/XS2lpKXl5ebHl0ZYnYJ5f/PXost1N+lmf67rYts3ixYux64X/mZmZsctpaWl7nPA5FAoxb948brvttj0+bmFhIb169aJXr15kZmYyduxYVqxYQdu2bXFdlxNOOIFnnnmmwXZt2rRp5jNraMWKFXz88cd8+umnCZX6juPw7LPP8vOf/7zBNq7r0r59+4Qe8VGNhe5CCCEOf9px0bvK0NtLzfWsdNwPluB+vgIA1S4fzznDUbl1HwbrWj86EETl58iZuEKIpDn4R0ZCCHEY0qEw7vZdpt+5z4v+dj3OB0vA1ZCdieecYVjtTdiha/zoYAjVuhVWmzyUV/50CyEEmEk///a3v/Hggw9y5plnJtw2duxYnnnmGa699trv9RiLFi1qcL1Xr17Yts3xxx+P4zhs27aNYcOGfa/HmT9/Prm5uQwYMKBF240YMYL+/ftzzz33MH36dAYOHMhzzz0Xm8izMe3bt2fRokUMHz4cMK/j4sWLGThwYJOPM3PmTIYPH85f/vKXhOV///vfmTlzZqMh+sCBAykpKcHj8dC1a9cWPS8hhBCHHx0I4m7biS6tRKWngj+A8/xb6JIdAFjH98UeNhAV+WBau66pPvfY2B3bQW62nIkrhEgaaR4lhBAHmK6qwd24BXaUgaVw5n2A8/7n4GqsXl3wjvshVvs2ZpKd8kpAmxnn27eWAF0IIeK89tprlJaWMmnSJPr375/w9aMf/YiZM2d+78fYuHEjU6ZMYdWqVTz77LM8+uij3HDDDQD07t2bcePGcfnll/Piiy9SXFzMp59+yv3338/rr7/eosd59dVXm9XKpTE33XQTTzzxBJs3b2bcuHG0bt2aMWPG8P7771NcXMx7773HDTfcwKZNmwC44YYbuO+++3jppZdYuXIlv/jFLygrK2vy/kOhEH//+9/56U9/2uB1vvLKK1m8eDFffPFFg+1GjRrFkCFDuOCCC3jzzTdZt24dH374Ib/73e/47LPP9uq5CiGEODTpiircjSVQWonKzkBv2ELomddMgJ7iw3P+SDynnlgXoAdDZiyUkYbVuQOqlbSyFEIkl4ToQghxgGjXxd1RiruhBGoDuBVVhJ99A73+O7Bt7FGDsc8djkr11R00ZqZjdW6PysveYysAIYQ40sycOZNRo0aRk5PT4LaxY8eydOlSPv/88+/1GJdffjm1tbWcdNJJXHPNNVx33XUJE2LOnj2byy+/nJtuuok+ffpw/vnn8/HHH+9xctD6Xn31VcaMGbNX+/jDH/6Qrl27cs8995Cens6CBQvo3LkzF110EX379mXixInU1tbGKtNvuukmLr/8ciZMmMCQIUPIysriwgsv3O2+7dy5s9F1evXqxTHHHNPoBxZKKV5//XWGDx/OxIkT6d27Nz/5yU9Yt24d7dq126vnKoQQ4tCiHRd32y7cTVshFEZnpuMs+Izwa+9BIIRq3wbvpT/E6mHeN7XW6KoadK0f1TYfq7C9qVoXQogkU3pPMwgdgSoqKsjJyaG8vLzJ02CFEKIl4meex+fFXfI17qdfAqDyc7HPGY7VOtdM6lbjR4cdVOtcrNZ5sdnohRDi+9jd8Y3f76e4uJhu3bqRmioD1QPt888/57TTTmP79u0N+rSLg4P8jhgyThJCtIQOBHG37kSXVaDS06DWT/i/C9DbdgFgDeqHPfR4lG3qO7UTmTw0JQWrIB+yMqSQSAix3zX3+Eb6AgghxH4WP/M8WuP8Zz56S6Tv3zG9sUcMQnk9aMeFyipI8WEXtoPsTDloFEKII0A4HObRRx+VAF0IIcRhQWsNldW4JTvBH0BlZ+GuXo/zziIIhiAtBc9Zp2B1i5sU3B9A1wZQeVlYbfNRKb4kPgMhhGhIQnQhhNhPtOPi7iiDnaWgFO72XTjvfASBEKR48YwagtW7q1k3EETX1KJys7HatkKlpiR134UQQhw4J510EieddFKyd0MIIYT43rTj4O4ohx27wLLQmWm48z/GXf4tAKpjWzznDEdlppv1I4E7ysLq0CbS+1w6DwshDj7yl0kIIfYD7Q/gbt6K3rodbSmcRctw/rsg0vevNd5x52H17hrr+UcwhGrXBqtjOwnQhRBCCLFbM2bM4NhjjyU7O5vs7GyGDBnCG2+8sdtt3nvvPU444QRSU1Pp3r07jz/++AHaWyHEkcKMgbaht5rJQgmGcOa+EQvQrZOPwfOjM+sC9HAYXVYBaSlYnQtMK0sJ0IUQBympRBdCiH1Iaw0VVaZ9SyAIIQfnP++hd5YBYJ3YH3vIAJRtocORnn/pqVjt8lFZGcndeSGEEEIcEjp16sR9991Hz549AXj66acZM2YMS5YsoV+/fg3WLy4u5pxzzmHy5Mn84x//4IMPPuAXv/gFbdq0YezYsQd694UQh5n6YyCVnYm7qhjnfx9DKAzpqXhGn4LVpUPdNjW16GAY1ToPq00rlFfiKSHEwU3+SgkhxD6iww7ujlL0jjKwLfTGrThFn0DYaXDgGOv51yoHq02e9PwTQgghRLOdd955CdfvueceZsyYwaJFixoN0R9//HE6d+7Mww8/DEDfvn357LPP+NOf/iQhuhDiezHtW8rQ23ehbBudnor7zke4K9YAoAoL8Jw9DJWRZtZ3XaioAp8Xu1M7yMlCWTIPlBDi4CchuhBC7AO61m9mnq+oAo8H971Pcb9ZD4Dq0h7PWaegMtKk558QQggh9inHcXj++eeprq5myJAhja7z0UcfceaZZyYsO+uss5g5cyahUKjJSW0DgQCBQCB2vaKiYt/tuBDikKO1BscFxzGFQo6Du6sCXVFlxjoV1TgvvI3eVQ5KYQ8+Duuk/rHxjg6G0NW1qOxMcyZumrSxFEIcOiREF0KI70G7GsorcbfthFAYXRvAeeNdU11hKeyhx2MN6odSqq59S2aamXE+0gtQCCGEEKKlli9fzpAhQ/D7/WRmZvLSSy9x9NFHN7puSUkJ7dq1S1jWrl07wuEwO3bsoH379o1ud++993LXXXft830XQhycTEgeDchNWK7DDjoUhmAIAiFwHQi7aNcBrVFKQXYG7tdrceZHzsLNSMNzzjCsTgV191tdC66LapeP1ToXZdtJfrZCCNEyEqILIcRe0qEw7vZd6J3l4PWgv1mP8+EScDVkZ5oDx/ZtzLq1frQ/iMrPMT3/fI1XfAkhhBBCNEefPn1YunQpZWVlvPDCC4wfP5733nuvySBdqcR2CVrrRpfHu+2225gyZUrsekVFBYWFhftg74UQyaDdSEgeDcrDDtqJC8mDocjtGu2EAYXSGpQC2wLbNt/TPCjLQlkWOhjCfetD3JXFAKiuHcxZuOmp5jHj54Fq2wqyMnb7d0cIIQ5WEqILIcRe0NW1uFt3oKtqwLZw3lyIXr8FAKt3F+zTh6BSfabnX1U12Lbp+ZebLT3/hBDiIFdUVMTIkSMpLS0lNzc32btzUFm3bh3dunVjyZIlDBgwoNF15PU7MHw+X2xi0UGDBvHpp58yffp0nnjiiQbrFhQUUFJSkrBs27ZteDwe8vPzm3yMlJQUUlKk3YIQhwrtuglV5LGQPBiCQBBCjqkkd1wTbitQEAnJ7bqg3Gej7LQ9ht3utl2EX18ApRWmfcsP6s7Chcg8UH6ZB0oIcXiQRrxCCNEC2nVxd5TibtgCtQF0eRXhZ98wAbrHxh41BPuc4SZAD4XRZVWQnobVuUOk/7kE6EIIsS9NmDABpVSDr9WrV+/1fQ4dOpQtW7aQk5MDwJw5c1oUBs+ZM4fBgwc3WP7ggw+Sk5NDTU1Ng9v8fj+5ubn8+c9/3uv9bomioiKUUpSVlR2Qx2upOXPmJPw8MzMzOeGEE3jxxReTvWsHLa11Qv/yeEOGDOHtt99OWPbWW28xaNCgJvuhCyEOPtpxTV/xWj+6shpdWoG7oxTnu204xZtwV2/EXbsRt3gTTvEmnI0l6O+2wc5yqA2AdsHjgbRUVG4WVm42KjcblZOFykxHpaWiUnwoj23aUWqNrqrB3bIdZ1UxzifLCb+7iNBL7xB8+hXCz/7XBOiZ6Xh+fBb2if3Ndq6LLq+CsIPVvo2ZC0oCdCHEIU4q0YUQopl0MIS7bRe6tBy8Xtxl3+B++iUAKj8X+5zhWK1zzbrVtehwGNUuD6t1Hsojf26FEGJ/GT16NLNnz05Y1qZNmwbrBYNBfL49D+J9Ph8FBQV7vT+vvvoqY8aMabD88ssv57bbbuOFF17gsssuS7jthRdeoKampsHyI1l2djarVq0CoLKyktmzZ3PxxRfz1Vdf0adPn/32uM39d5JMv/nNbzj77LMpLCyksrKSuXPnUlRUxLx58wDThmXz5s387W9/A+Dqq6/mscceY8qUKUyePJmPPvqImTNn8uyzzybzaQgh6tHx/cjD4UjFeBgdDEMgAGEXXAftuGadaCW5FddqxesF27Ra2VMlebRXuS6vQldUQWV17LKurDbzPDnubu9Dde+E58yhqLRI+5ZQGF1Zg8pKw2rXGpWRto9eHSGESC6pRE8yHXZi/QiFEAcnrTW6stpUn+8qB1fj/Gd+LEC3ju2N52fnYLXONVUXZRVmUtFOBebAUQJ0IcQhSGtNbdg54F97c1yUkpJCQUFBwpdt25x66qlce+21TJkyhdatW3PGGWewbt06lFIsXbo0tn1ZWRlKKYqKioDEKu2ioiKuuOIKysvLY1XRU6dObXJf/H4/b731Fueff36D29q0acN5553HrFmzGtw2a9Yszj//fNq0acPmzZu55JJLyMvLIz8/nzFjxrBu3brYuuFwmOuvv57c3Fzy8/O59dZbGT9+PBdccEFsHa01DzzwAN27dyctLY3jjjuOf//734BpyTJy5EgA8vLyUEoxYcIEAObNm8cpp5wSu+8f/vCHrFmzpsH+rly5kqFDh5Kamkq/fv1ir11TPvzwQ4YPH05aWhqFhYVcf/31VFdX73YbpVTs59mrVy+mTZuGZVksW7Ystk4wGOSWW26hY8eOZGRkcPLJJzfYlz09dteuXZk2bRoTJkwgJyeHyZMn73a/DgZbt27lsssuo0+fPpx++ul8/PHHzJs3jzPOOAOALVu2sGHDhtj63bp14/XXX6eoqIgBAwZw991388gjjzB27NhkPQUhDlva1bE+4zoQRNcGTIFNVY0Jp8sqTQX5zjLc7btwSnbgbCzBWbMRd81G3LWbcNZuxFn/He7GreiSHVBWAcGwScx9XlRmOlZedl0leXYmKiMNlZqC8nlRtl1XEV5RhbtpK86KNTiLlhF++0NC/36L4KyXCD3yDKEn/034X/Nw5i3E+WAJ7pffojdsMRXmjmtavWRloDq2w+rbHevkY7HPGIJn7Bl4J16Ed8xpdQF6dS26phbVJg+rc3sJ0IUQh5WkJjv33nsvL774IitXriQtLY2hQ4dy//3377ayZMKECTz99NMNlh999NF89dVXgDn984orrmiwTm1tLampqfvuCXxP2nVxN5oeyiorw7zxpKWgLPlsQ4gDKWEW+rCZaCd6qiTxX5i+f867H5mZ6VO8eEYNxerdxdxPMISurkVlZ2K1y0elSQ9RIcShy++4nP7C0gP+uO+OHUCax95n9/f000/z85//nA8++GCvAvqhQ4fy8MMPc8cdd8SqojMzM5tc/91336WgoIB+/fo1evukSZP44Q9/SHFxMd26dQNMqD1//nz++9//UlNTw8iRIxk2bBgLFizA4/Ewbdo0Ro8ezbJly/D5fNx///0888wzzJ49m759+zJ9+nRefvnlWDAO8Lvf/Y4XX3yRGTNm0KtXLxYsWMCll15KmzZtOOWUU3jhhRcYO3Ysq1atIjs7m7Q0E3RUV1czZcoUjjnmGKqrq7njjju48MILWbp0KVbcMerNN9/Mww8/zNFHH82f//xnzj//fIqLixvtr718+XLOOuss7r77bmbOnMn27du59tprufbaaxucQdAUx3FiVdUDBw6MLb/iiitYt24dc+fOpUOHDrz00kuMHj2a5cuX06tXr2Y/9h//+Eduv/12fve73zVrf5Jt5syZu719zpw5DZaNGDGCzz//fD/tkRCHB601uC64ke9a17tsbouuZyrHI/3HXTdSKe4C0XUBtOlV7upI2TgorUBpTCm5AisycadlQ4oHFakk3+P+ui5URsL5iiqoqI5d1hXVZm4mdw/vfdGQPDvDhPHZmRB/OTMdZe9+X7TjmslDU7zYnQogJ1MmDxVCHHaSGqK/9957XHPNNZx44omEw2F++9vfcuaZZ7JixQoyMjIa3Wb69Oncd999sevhcJjjjjuOH//4xwnrxZ/+GXUwBeiAeRMOhSEQQlfW4NqW6ROWlYGVnmr6lO3DQaQQR6omZ6GPhuOhcOT2yIEwCoVOmGBHe2zcD5biLv8GANW+NZ6zh6NyMutOg3RdVLt8rNa5KFt+d4UQ4kB57bXXEoLts88+m+effx6Anj178sADD8Rui6/obg6fz0dOTk6sKnpPXnnllUZbuUSdddZZdOjQgTlz5nDXXXcBMHv2bDp06MCZZ57J008/jWVZPPXUU7EAYvbs2eTm5lJUVMSZZ57Jo48+ym233caFF14IwGOPPcbrr78ee4zq6mr+/Oc/87///Y8hQ4YA0L17dxYuXMgTTzzBiBEjaNWqFQBt27ZN6PdevzJ55syZtG3blhUrVtC/f//Y8muvvTa27owZM5g3bx4zZ87klltuafCc//jHP/Kzn/2MG2+8EYBevXrxyCOPMGLECGbMmNHkMXp5eXns51pbW4vX6+Wvf/0rPXr0AGDNmjU8++yzbNq0iQ4dOgDwq1/9innz5jF79mz+8Ic/NPuxTzvtNH71q181+XMTB5YOhXE3bwOf14yLUnyQ4pViI7FbOhp4692F4JHwW2t02AU3XBeCO27d9rH7qgvM0YClUC6RABwzXlDKtFNRcYG4irRXscwypdRe/fvVjpMQkusK02JFR8JyqmrMvu6OZe0mJM8wIfn3+N3SgaCpPs/JMoVEqVJIJIQ4PCU1RI/27IuaPXs2bdu2ZfHixQwfPrzRbXJycmKTPAG8/PLLlJaWNqg8b+5A56CQlmLCc8cx1a3bduEAKsULmRlYGZFA3SeT/gjRmIRZ6KO9A5uahd4xlSFmFnorMgO9ZSbY8Vmm6qNe1YS7owzn9QXonWUAWCf2xx4yAGVb5sC2ohpSU7A7tjUHqFJ1IYQ4DKTaFu+OHZCUx22pkSNHMmPGjNj1+GKMQYMG7ZP9ag6tNf/5z3+YO3duk+vYts348eOZM2cOd955J0opnn76aSZMmIBt2yxevJjVq1eTlZWVsJ3f72fNmjWUl5ezdetWTjrppIT7POGEE3Bd07d2xYoV+P3+WGuPqGAwyPHHH7/b57BmzRpuv/12Fi1axI4dO2L3uWHDhoQQPRrOA3g8HgYNGsTXX3/d6H1Gn9MzzzyT8Fq5rktxcTF9+/ZtdLusrKxY5XRNTQ3vvPMO//d//0d+fj7nnXcen3/+OVprevfunbBdIBCIVcQ397EP5L8T0QyOAzW1UFmFswNTWOTzQkYaVpqE6sK0RSVkCmLMRJsBUxyTEIID2q0L15UCdKwAHFQs5K4Lv6MBeN1yFReE7/PnEAhCIGgmCU0IyaOV5A0nom7AjobkmXXBePzljLTv/bsS+yDBifvAwYlU3XtsVLs2WK1zpJBICHFYO6ga9ZaXlwPEKmOaY+bMmYwaNYouXbokLK+qqqJLly44jhPr+9fUoCEQCCTMZF9RUbEXe99yoWffAH8A1a0jVvdCc3CYbkN6qnkzCoZgVxnOTo3yeiA9DSsrA9JSIMUnQZ04YujYwVojleTxIXmk/2CsktyyIpPsRELylMYn2NHBUOOnP0a/1/rNiumpeEafgtXFVLuZHod+VF4WVtt8mXFeCHFYUUrt07Yq+1NGRgY9e/Zs8rZ40ZYk8a1dQqHQPtmPTz75hGAwyCmnnLLb9SZOnMi9997L//73P8AE1NGCENd1OeGEExJC36j4yVIbvJfFPZ9o8P3f//6Xjh07JqyXkrL7CsHzzjuPwsJCnnzySTp06IDruvTv359gMLjb7Rrbp/j9+b//+z+uv/76Brd17ty5yfuzLCvh53rsscfy1ltvcf/993Peeefhum7sgwe7XnATrWBv7mM3dRasSLLMDCyPXReY7izDcXXDUD3VZ/pES6h+2NHRs7cjZ4+6gaA5Ng+FIRQ2Z4ISaYXisSNnknoSgnG1PwJwrc0+BYLoQKguDA/GXY58JxAyl4OhuGXBPU7YGWPbCe1VGg3Jv+fzazIk1260/Mi0dIm2nEmP/M75vKgUHyoz/Xs9vhBCHAoOmhBda82UKVM45ZRTEqpcdmfLli288cYb/POf/0xYftRRRzFnzhyOOeYYKioqmD59Oj/4wQ/44osv6NWrV4P7uffee2On0x4oujaAu3SleaNasQbH40F1LsDqXojVraN5E0pNMV/RN+iqGpzySpTtgTSfedOMHDTKAaM4lOm4CvJoUB6bhT7YSCV5k7PQ21j1Khi11uYgtqwy4dTH+NnnCTQjGOjWEc8ZQ1EZaeY+I1UhVkFrVKvcPfYJFEIIcXCIBtFbtmyJFVjETzLaGJ/Ph+M4e7zvV155hXPPPbdBoFtfjx49GDFiBLNnz0ZrzamnnhprUTJw4ECee+452rZtS3Z2dqPbt2vXjk8++YRhw4YBpl/4kiVLGDBgAGDmCkpJSWHDhg2MGDGiyecU3TZq586dfP311zzxxBOx+164cGGj2y9atCh25mg4HGbx4sVce+21ja47cOBAvvrqqyY/6GgJ27apra0F4Pjjj8dxHLZt2xbb3/352OLA0aFwwnXlsU1AmpaKgqZD9cw0rNRoqO4zFcTikKEd1/xcQ2FT5OIPQm0AwiHzM9faBOZej/n3kJHe4Ni/+Y8VOQu8ftgdDDYMxiO3EYy73IzxQ7NFJgolEoqbditxl9NT98mHALHCpOhZvK6pJDchuTZV5FbkQ4g0rync83mx7Mjvn8eOjL1s+d0SQhyRDpoQ/dprr2XZsmVNHqg3Zs6cOeTm5nLBBRckLB88eDCDBw+OXf/BD37AwIEDefTRR3nkkUca3M9tt93GlClTYtcrKiooLCxs+ZNoCa8Hz4QxuIuW4a7/zvRTXrsJZ+0m08qlXT5W906o7p1QbVqZCtcUn3l7C4XBH0RXbkPbljmdMSvTtH1JTZE+6mK/0lqbfoA08T1aCdfY91hvchc3FAnIg6FYKxYdqX5QRCbaiQ/JfZGQ3GokJK8NoMvKoaIat7KRSvJgMyoMU1PiqjoyEqs8sjJRqSZs0GHHTJqTnmp6/mVJ5ZoQQhxK0tLSGDx4MPfddx9du3Zlx44de5xMsmvXrlRVVfHuu+9y3HHHkZ6eTnp6w6q7V199tdmFGZMmTWLy5MkAPPXUU7Hl48aN449//CNjxozh97//PZ06dWLDhg28+OKL3HzzzXTq1InrrruOe++9l549e3LUUUfx6KOPUlpaGgtZsrKy+NWvfsUvf/lLXNfllFNOoaKigg8//JDMzEzGjx9Ply5dUErx2muvcc4555CWlkZeXh75+fn89a9/pX379mzYsIFf//rXje7/X/7yF3r16kXfvn156KGHKC0tZeLEiY2ue+uttzJ48GCuueYaJk+eTEZGBl9//TVvv/02jz76aJOvkdaakpISwPREf/vtt3nzzTe54447AOjduzfjxo3j8ssv58EHH+T4449nx44d/O9//+OYY47hnHPO2evHFsmjww7Be59EZWWgCttjde2A6tAG5a1rbdloqB4MwfYyM5aKHjtKqH7Q0pFKcoIhdCiErvGbcDpSTKMgruWiF5XedLW1rq5F7yg19xGMq/wOJF7WwRD4g2ad8J4/GG2W6Hg8UpFNdNyeEg2hTeshs6zeZZ8PfJ59VhCnHTdWeERcYB4Lya24SvK0lNg+x0LyuO/yuyKEEA0dFCH6ddddx6uvvsqCBQvo1KlTs7bRWjNr1iwuu+yyWCVNUyzL4sQTT+Tbb79t9PaUlJQ9ntq6rymPjd23u/lkVw0ybSTWbsJduxG9dSd6606crTvhoy8gMx2reyesbp1QnQtMaxev+dGZT9CDsG0HjlLmTTozHSszzYSC0kf9sKC1Tjy1Tuvdh9WahGW6/vo6blnCF3WT7hB3WdcPyOMuE3+/8bfT4PboY0ZOCKzrR76bWei11lDjR5dW1Gu5EheShxOrlRqVnmqC8ayMxqs8mvG7ov0B076lVS5W21by+yWEEIeoWbNmMXHiRAYNGkSfPn144IEHOPPMM5tcf+jQoVx99dVccskl7Ny5kzvvvJOpU6cmrLNmzRpWr17NWWed1ax9GDt2bKxy+6KLLootT09PZ8GCBdx6661cdNFFVFZW0rFjR04//fRYZfqtt95KSUkJl19+ObZtc9VVV3HWWWclVMDffffdtG3blnvvvZe1a9eSm5vLwIED+c1vfgNAx44dueuuu/j1r3/NFVdcweWXX86cOXOYO3cu119/Pf3796dPnz488sgjnHrqqQ32/7777uP+++9nyZIl9OjRg1deeYXWrVs3+lyPPfZY3nvvPX77298ybNgwtNb06NGDSy65ZLevUUVFBe3btwfM8XqXLl34/e9/z6233hpbZ/bs2UybNo2bbrqJzZs3k5+fz5AhQzjnnHO+12OL5NGbt5mCIX8Qvb0U9/MVYFmognwTqhcWoNq3SSgcioXq6Y2F6tqcyRsL1VMkVD+AtKtj1eWmHUsAakw7Fh0ppFEKE5Z7TLir7MYDc601lFeit+3C3V6K3rYLvW2X6Z+/t3xe01/f56vrtV8/DPfVC8ZT6tbFtg9Ym9WmQ3IjISRP9SWG5NEPJCLf5d++EEK0nNLxDRQPMK011113HS+99BJFRUWNtlppSlFRESNHjmT58uV7bP+iteakk07imGOOYdasWXu874qKCnJycigvL2/yNNp9QTsO7pqN5qAwrpeyrqrBXbcZd+0m9PotiQGhx0Z1bl8Xqsf1HtPRPur+IBptAr70VKxM6aN+sNPRCu1wXd9v7TimQiMYikyS40LYRbuRqgkdnRGn6e9KRyq6Y5PnRKm4b6rutui/j/h/J6qRdWO3N7Zt/PK4ZdGJeer3cHVdcyZGI7PN60pzvVn9AjPSGu0RqLIzzUQ73r37zFBHTnOkxm9+V9vkoVrlSAslIcQhZ3fHN36/n+LiYrp160ZqamqS9vDQ9uc//5l33nmH119//YA/tuu69O3bl4svvpi77777gD/+kUB+R4wDNU5yS7bjLFqOu20XevNWcxZgPNtCdWiL1akAVVhgAvbdtFGKherBkBknxYfqkXGShOrfn3YcCIYhFEKHwuhav6n8jgTmSgMWdYG5t+kqbO046J3l6O0mKNfbd6G3lzZ9hmlethkbx4Xc0dAbnw+VGnc5GoAfZH30zVm5TYTkul5Pcq8da7eiYuF4XTX5wfS8hBDiYNfc45ukVqJfc801/POf/+SVV14hKysrdrpmTk4OaWlpgGm1snnzZv72t78lbDtz5kxOPvnkRgP0u+66i8GDB9OrVy8qKip45JFHWLp0KX/5y1/2/5PaG46ZMTwaLqrMdOz+vbD790KHHfTGEty1G3HXboKqmsbbvnTrhGrbClW/j3pFNU5ppXljlT7qSaNjAbmbGJJHA/JgOG5iTBei07coZQ6EolUFad79Njv83jJV8g6E4ysjov3L612vqoW4diumL3mNCal3RynIjITkWZmQk2FarGRnoHIyITNjr9oYxSr84w9YY70BMR8+RKvj01PN5KEZaXvzMgkhhDjMderUidtuu+2APNb69et56623GDFiBIFAgMcee4zi4mJ+9rOfHZDHF2J/U7nZWL27YB3XxxwDl1fhbixBbyrB3VACNbXojSU4G0vgI0xlbcc2WIXtTajetlXCWKdhpXrYHH/vKMXREqq3VGyyz1h1echM9hlpk6IdJ9KOJfK6p/hQGU1XbOuAOevABOWR0HxneeNjBNtCtc4zLU/b5qHa5KPa5Ca0+0mm2Nm+rgbtRr7ruO9u3fVIDblGmWW2ZYJyy46E/BmolEZ6kktILoQQSZHUEH3GjBkADU4RnT17NhMmTADMpE8bNmxIuL28vJwXXniB6dOnN3q/ZWVlXHXVVZSUlJCTk8Pxxx/PggULOOmkk/b5c/helAVpqSYYL6801+t9Iq48NqpbR6xuHdGnaXNwUbzJVKmX7GjY9qVbJxOqdy7YQx/1FMjKMH3U01J2W7khdq8uRE4Myd2wE+vJFwuRozOeNzkxpglsmzzAdFxzwO84sYBax7d5iYbYsR7jcdfdxsLt+GoHJ/G+6q3T6DaR4P97s5QJwmMtVurNPp+Z0eKJOxNmmK//HW0OWZVCWTbYkQ8rfN7YLPMJvQFta7eVMkIIIcTFF198wB7LsizmzJnDr371K7TW9O/fn3feeYe+ffsesH0Q4kBRSkFuFnZuFhzTyxzjlVbgbiyJBevUBtDrt+Cs32I28nlRHduZ1i+F7UzgGnd8rTweUw1NfKgeklC9Edp1Y73LCYVx/UETmIfiJvuMFv54zISU1m6KW3RVTSwwd6PtWMorG185xWc+EGkTDc1bofJyWjwuaCkdH3rXD8LjQ3AdCcK1Qqu4s4ItC6UsU3WvlBnn2zZ44sZ+nrhWlkpJJbkQQhwCktrO5WB1oE5ThMgbdDAEtQHcmloTqAdCKHQk0PM1WWGrq2txo4F6S9q+RMPdYAgd7aOelY6VIX3UG6Ndd/dV5KFwJFTWJrRuqud35HKTpyy6rvn5V9agq6qhsgZdWY2uqoHo9+rv0e/vQLGtxA8HIt+VHan+ie9FnhWpJM9Ia/GBYuwDifq9AaMBOSpSyaHqTnn0+VA+j9mX+IDcY4MlE+gIIQ5v0s5FiL0nvyPGAWt76Q+Ys3DTUvd4tqHWGr2zDL2hBHdTCXrTVjNnVLxUH6pTAVandqjC9qj8nN2e1RkL1UNhc8aw7THFTpnpWKm+wyJUbzA/UnyldCiMDobQtQGoDUTGP5HJPpVljqsjLVmaHNtoDWWVJiiPqzCnxt/4DmWmRwLzVmbuoTatTGHNXp59qxutBq8XgEdvh0gQjlluRc76jQbhlkXC2C46+abHnDGsrOiYIy4QV5HrkdskFBdCiIPXIdHORUQqKyIV43Zulgm4/QHcar/p/Vfrxw075g06xWeqYaNtXzLSGrZ9KTaTk1JZr+1L20jbl+6Rti/paZCeZg4kgiHYWYazvdT0jctIM33UIweIB0vbkP2l0VYr4WhIHoSQ00SrFavuQMq2wWebaoLGJsGJ9v2urMGtrI6E5dWm53fkMjX+uMk6myEuoI6F1h47Ehw3EWLH72/cdVXvesNtIi1lPHHL467HP96++PeSMJFqfFiu62aXjx2wRifJSY9UkXs9WPWfo1RzCCGEEEIcOiwLfF5TWALmWM/nTRgLRSmlUK3zoHUe9sC+aNc1lc4b40J1fxC9egPO6sgZzumpsX7qVmEB5GY1UalOYqX69l04rja3R0P1WKW6d5+PmxIrohsJvBOWuaY7iNZxLUUiZ61G5/iJVlI79VqKxNbHHG+7bmI7ljRfk5N9ginS0jvLEtuxbC81xUb1KQV52ZGgPK7CPK3lH07psGMKySLfo4U0poF4NLhWdUG4ssCj6lWDx41hrMTgOzEUtw7pD02EEEJ8fxKiH2SUx4bMdOzMdHSbPAiYT//dSKCuq2vNG3l0tu3G2r6MPAm9oxS9Nq7ty7adONt2wqIvTEjevRNW90LTM7B+H/XyKpxdFWYixrSUSB/1FEhJOSgOHJqsmmjG9ei2pi1KpJK8XqsVRWQyzma2WtGRSSf1rnKorMGtqkZXRqvHI5era5sXkFuWqcLISjdnD2RloDLTUVkZscuk+iKnCCb/Z7E3EvqQxwLySFgePRWyfpuV6MAk2mYlVj0eCcilHZEQQgghxGFD+bxYndtDIIj2B8wZmYEguiZyVubuQnXLQrXLh3b52IP6oR0XvW2nCdU3lqC/2wY1ftxv1sE363DAhOGdTOsXq7C9OVMy/j7rh+ohM3lmQqie6oWMSKge7c8drXxO+DLLY+MSt96xcewYOW6b+kE3cUF5bCKf2LmwEZFlikhLkfiv+GVWvWWWKUhpQqx/eXyF+c6yxls82nYkKI8Ly1vnmXFmC8TODI6G5o6Zv8j0uvdAeiqkpWJ7PY1Wgcd/P1THUEIIIZJPQvSDmLKU6ZmelordKsdURvsDuFW1ddXLWpuDtJTIrNxEqjHatII2rbBPPrau7UvxZvT676C6Fnf5t7jLvzUBZGGk7Uv3TnUzmgM6ZNrM6IpqtCfSCiMnw1QJ7KGPum4QZLt1B3m7WZ4QcrstrJogMSiPO5Y0r0viq5vYaiUlriddwvOIBORVlSYUj7Vaibtc1dyAXJmAPBqKR77HXyY9NSkHdgmvWfS5xA7am7jc2LrRg/jYwXz0m0JbxJbHKtzjJ83xeepmlq/XbkUOdoUQQgghjiwqOldNVga6dZ6pat6bUN22UO3bQPs22CcdY6qmS3bUVapv2Q5VNbgr18LKtSZUz87EKjStX6zCgoTWmIAJgaNBsNYm3A2GoHqnOQvYthPHJfWfW/1rDYLt+susBstV5PL+Ok7WWpszaSNhebQtC+VVjW8Q7V8eacWi2rRCtcpuectGxzFnAkcqzCNDiUhgbqr/VaoPK/Lzxuvd7z3ShRBCCJAQ/ZASPZC0szPNwUVtAF3rN2F6bRA3XG1CyOgBZ1NtXzaV4K6Na/tSvAmneBPOu5iDnmgf9Xb5sVnOddgxB6olO3CjfdQz08xBnKvrKomjgXcsLI8PySFWNZEw03rkQDA+eN2bqglUrH9dcw4mtdYmIC+raLS9iq6qgaqa5k2cqRRkpqEyM1BZ0Qry+MvpJiDfy5YiDaq3mxN4138943qFR1as+2ZFDsKjzyX2+lP3ekcP8K363yOVHSquwsOq+5mp+j+/hIBc+pALIYQQQojdU0rVjXG+b6jusVGd2kGndtgchw6H0d9tN1XqG0vQW3dARRXuV1Xw1RoTqudmmQr1wnamYj0jLXHfYqF6Wl2hECpyCL3/gu69obWumyg0GKqb5ykYQgdC6F3RtiylTfcvz8qITfgZ61+e1bL+5VrruFYsDjgmMI/NXZSWYorJIi1No18H02sphBDiyCIh+iFK2Xasqlnn55ne3fFtX8r8JtCMTk5qx7V96doRq2u07UsZeu1G3OJN6C07TKXBtl24i5aZti/dIhXqndtHDhYjfdQDQdhVUS9kpS5YjX5Zdl3gSjRUZa8PJmNhcigEgZCplo+bLV4nXI7eZk63TLitxh8JyN09P6hSZuLLrHRUZqStSuxyXAX5vgrI49ubEC3kVnX9v5VVN7mNpRL79Vlxk9+oJsJsqPs5RZ9fkx9U1LuOktBbCCGEEEIkVf1QnTatTBi8V6G6B9W5vWkfA2ZCze+24W4oQW8qMZNhllXillXC8m9MpXl+bl3rl07tTHvM+H3bx60Gdxt8N+dy3LYEQ81/YKVQrXJMO5ZYhXlei/uXa8dN7F0eKf5Rnkg4np2KSkvFilSW4/NIu0YhhBAHHQnRDwPKUqaneWoKdl52XduXGr+pNK+uMcGs12NOs/PGt33JgzZ5dW1f1m02fdSjbV++/Bb3y29NxXDnAqzuhXVtX9J2v1+xg71Iz0AdCbOjwbYbF4DruPUIJgbgscuR21o0+WZzZKQl9BxPbLWSbm4/UAG5ZZue515vw/Ym8d8PsooWIYQQQgghkkntq1Dd540VHQFofxC9eaupVN9UYvqB7yxD7yzDXbrKbNMmr671S8e2qBSfGQdECngIBM14JxA0BT3NDb4j67co+G72Cxb9IMJjzjL2RVqj5GbF9S/PjbUMbQ4z9nHMPsdXl0fmMSLFC7lZ9arLvVKkI4QQ4pAgIfphKKHtSxsX/AFz8FhRZdq+VNWYynSfz/RSj2/70q8ndr+e9dq+bDI9wIs34xRvrmv7kp+bGH6HwolBeWOzse9LHttUKng9qMhBH15zQKziD8oSbvOYFjWpKZGAPH2ve+glBOSOk9jWhr0NyKW9iRBCCCGappTipZde4oILLkj2rghxUNttqF5da8ZIzQnVU32oHoVYPQoBTDvNTSZUdzeWwK5yE6xvL8X9fIUJpz32/hkLxVfgR77Hwu8Ub91cWV5vI+slXsZjf6+iHO26dWF52IyBtFKmgtzrgaxU07s8LjBvSSAvhBBCHGzkXewwp2zLVFJnpKFb5ZhqBr8J0qmpRUcnhvFFDrgip801aPuyswwd6aMe3/al2WITv3jMwVs04I4E23VhuDexKqHJ2zx7XR3eHHsXkNsSkAshhBAH2LZt27j99tt544032Lp1K3l5eRx33HFMnTqVIUOGAIdW8FxbW0uHDh1QSrF582bS0vZw6p8QolkSQ3X2PlRPS0X16oLVqwuAOZt3Uwl6g5molLLKxAC90eA7et1jCpt80bFOXAgeCcX3ZfC9N2Ljovh2LNG5qDy2GcvlZJqwPH7Mtx/HakIIIUQySIh+BFEqru1LbhY6HDZ91Gv8UFltZl+Ptn2JO2hUSqFa50HrPDOjfU0t7jrT7iVW+RC3TYNwPAkHe03R0Uk3XS0BuRBCCHEYGDt2LKFQiKeffpru3buzdetW3n33XXbtasGH/UAoFMIbmVA9mV544QX69++P1poXX3yRcePGJXuXhDgsNS9U9wN696F6Rhp2n27QpxuAaR0TDscCceyDZyzUFB0dH0UnRY0G5o6LVqBsj6muz0hDpaVgRSvdvZ6DaqwnhBBC7E8Soh/BlMcDWR7srAx0mzzwRw4aK6rB7zeVGEpBpKogWk2g0tOwj+5xQPc1IfzW9b7il7muScG1JhKHm0qJyOW6STYtsJUE5EIIIUQTtNYE93Nntsb4PDQ7kCkrK2PhwoUUFRUxYsQIALp06cJJJ50UW6dr164AXHjhhbHb161bx9SpU3n55Ze5/vrrmTZtGuvWrcNxHDZu3Mh1113Hu+++i2VZjB49mkcffZR27doBxLa76aabuP322yktLeXss8/mySefJCsrC4DKykquvvpqXn75ZbKzs7nlllt45ZVXGDBgAA8//PBun9PMmTO59NJL0Vozc+bMPYbomzdvZsqUKbz11ltYlsUpp5zC9OnTY89bCNE8+yxUz0w/YPusdzsuqj9G0nFzS6nYSMlcjcy3pCywMB8AZGWgUlMik31GCqX2sg2mEEIIcTiQEF0Akcle0lNR6anovGwzeY0/gFtdC1U16Mpqc9Dl9ZrJST3Nmy1934ff5jtW5LuKVIt7LLDqwm9l2+YUQ8tKXN+y6i5LQC6EEEI0KRiGa/5ec8Af9y+XpZPSzILwzMxMMjMzefnllxk8eDApKSkN1vn0009p27Yts2fPZvTo0dh23THM6tWr+de//sULL7wQW37BBReQkZHBe++9Rzgc5he/+AWXXHIJRUVFse3WrFnDyy+/zGuvvUZpaSkXX3wx9913H/fccw8AU6ZM4YMPPuDVV1+lXbt23HHHHXz++ecMGDBgt89nzZo1fPTRR7z44otorbnxxhtZu3Yt3bt3b3T9mpoaRo4cybBhw1iwYAEej4dp06YxevRoli1bhs/na94LKYRoYI+heiDYrFC9KQnV39ptOgCPXkeb/ysAZZYrwLIajpGIjHWaM0aKXbbqrkt1uRBCCNGAhOiiARWtPk/xYedkocOOqbyo9ZswvdaPG3ZMJYJSdQd5jYXf0PiBXZPht7m+2/A7/rKyJAQXQgghjlAej4c5c+YwefJkHn/8cQYOHMiIESP4yU9+wrHHHgtAmzZtAMjNzaWgoCBh+2AwyN///vfYOm+//TbLli2juLiYwkIzieDf//53+vXrx6effsqJJ54IgOu6zJkzJ1Z5ftlll/Huu+9yzz33UFlZydNPP80///lPTj/9dABmz55Nhw4d9vh8Zs2axdlnn01eXh4Ao0ePZtasWUybNq3R9efOnYtlWTz11FOxwGv27Nnk5uZSVFTEmWee2fwXUxxS7r33Xl588UVWrlxJWloaQ4cO5f7776dPnz673e6ZZ57hgQce4NtvvyUnJ4fRo0fzpz/9ifz8/AO054euJkP1QNC0cIkP1W07MQQH0Aqt6irBUSRWf8cuW+BRDc+MtXGI3TAAAQAASURBVCNjqvrjokbHTDJGEkIIIfY1CdHFHimPDZnpqMx0dH5eZHLSSJW6Ui0Lv2O3yYGdEEIIcTDzeUxVeDIetyXGjh3Lueeey/vvv89HH33EvHnzeOCBB3jqqaeYMGHCbrft0qVLLEAH+PrrryksLIwF6ABHH300ubm5fP3117EQvWvXrrEAHaB9+/Zs27YNgLVr1xIKhRJayuTk5Owx3HQch6effprp06fHll166aX88pe/5K677kqooI9avHgxq1evTtgXAL/fz5o1a3b7eOLQ9t5773HNNddw4oknEg6H+e1vf8uZZ57JihUryMjIaHSbhQsXcvnll/PQQw9x3nnnsXnzZq6++mquvPJKXnrppQP8DA59CaF667zEUN0fMIG4J1r9Xa+oqH71d73LUgUuhBBCHHwkRBctoiwFaSmQloKdl53s3RFCCCHEfqKUanZblWRLTU3ljDPO4IwzzuCOO+7gyiuv5M4779xjiF4/bNRaNxpe1V9efwJSpRRudILySNVp/fvRWrM7b775Jps3b+aSSy5JWO44Dm+99RZnn312g21c1+WEE07gmWeeaXBb/IcD4vAzb968hOuzZ8+mbdu2LF68mOHDhze6zaJFi+jatSvXX389AN26deP//u//eOCBB/b7/h4JEkJ1IYQQQhx2ZGYQIYQQQghxWDn66KOprq6OXfd6vTiO06ztNmzYwMaNG2PLVqxYQXl5OX379m3WY/fo0QOv18snn3wSW1ZRUcG333672+1mzpzJT37yE5YuXZrwNW7cOGbOnNnoNgMHDuTbb7+lbdu29OzZM+ErJyenWfsrDg/l5eUAtGrVqsl1hg4dyqZNm3j99dfRWrN161b+/e9/c+655za5TSAQoKKiIuFLCCGEEOJIJCG6EEIIIYQ4JO3cuZPTTjuNf/zjH7Fe5s8//zwPPPAAY8aMia3XtWtX3n33XUpKSigtLW3y/kaNGsWxxx7LuHHj+Pzzz/nkk0+4/PLLGTFiBIMGDWrWPmVlZTF+/Hhuvvlm5s+fz1dffcXEiROxou0cGrF9+3b+85//MH78ePr375/wNX78eF599VW2b9/eYLtx48bRunVrxowZw/vvv09xcTHvvfceN9xwA5s2bWrW/opDn9aaKVOmcMopp9C/f/8m1xs6dCjPPPMMl1xyCT6fj4KCAnJzc3n00Ueb3Obee+8lJycn9hXf6kgIIYQQ4kgiIboQQgghhDgkZWZmcvLJJ/PQQw8xfPhw+vfvz+23387kyZN57LHHYus9+OCDvP322xQWFnL88cc3eX9KKV5++WXy8vIYPnw4o0aNonv37jz33HMt2q8///nPDBkyhB/+8IeMGjWKH/zgB/Tt25fU1NRG1//b3/5GRkZGbCLSeCNHjiQrK4u///3vDW5LT09nwYIFdO7cmYsuuoi+ffsyceJEamtryc6WtntHimuvvZZly5bx7LPP7na9FStWcP3113PHHXewePFi5s2bR3FxMVdffXWT29x2222Ul5fHvuLP0hBCCCGEOJIovacGjUegiooKcnJyKC8vlwGIEEIIIQ4Luzu+8fv9FBcX061btyaDXrH3qqur6dixIw8++CCTJk1K9u6IvXCw/o5cd911vPzyyyxYsIBu3brtdt3LLrsMv9/P888/H1u2cOFChg0bxnfffUf79u33+HgyThJCCCHE4aa5xzcysagQQgghhBD70JIlS1i5ciUnnXQS5eXl/P73vwdIaDEjxPehtea6667jpZdeoqioaI8BOkBNTQ0eT+Lwz7bt2P0JIYQQQoimSYguhBBCCCHEPvanP/2JVatW4fP5OOGEE3j//fdp3bp1sndLHCauueYa/vnPf/LKK6+QlZVFSUkJADk5OaSlpQGmFcvmzZv529/+BsB5553H5MmTmTFjBmeddRZbtmzhxhtv5KSTTqJDhw5Jey5CCCGEEIcCCdGFEEIIIYTYh44//ngWL16c7N0Qh7EZM2YAcOqppyYsnz17NhMmTABgy5YtbNiwIXbbhAkTqKys5LHHHuOmm24iNzeX0047jfvvv/9A7bYQQgghxCFLQnQhhBBCCCGEOIQ0p/3KnDlzGiy77rrruO666/bDHgkhhBBCHN4kRG9E9KC0oqIiyXsihBBCCLFvRI9rpPexEGJvyThJCCGEEIeb5o6TJERvRGVlJQCFhYVJ3hMhhBBCiH2rsrKSnJycZO+GEOIQJOMkIYQQQhyu9jROkhC9ER06dGDjxo1kZWWhlNpvj1NRUUFhYSEbN24kOzt7vz2OSCSve3LI654c8ronh7zuB5685numtaayslImEBRC7DUZJx3e5HVPDnndk0Ne9wNPXvPkkNd9z5o7TpIQvRGWZdGpU6cD9njZ2dnyDzkJ5HVPDnndk0Ne9+SQ1/3Ak9d896QCXQjxfcg46cggr3tyyOueHPK6H3jymieHvO6715xxknUA9kMIIYQQQgghhBBCCCGEOCRJiC6EEEIIIY4oRUVFKKUoKysDYM6cOeTm5u52m6lTpzJgwID9vm9CCCGEEEKIg4+E6EmUkpLCnXfeSUpKSrJ35Ygir3tyyOueHPK6J4e87geevOZHpscff5ysrCzC4XBsWVVVFV6vl2HDhiWs+/7776OU4ptvvmHo0KFs2bJln7a3WbduHUqp2JfP56Nnz55MmzYNrfU+exwhjgTyNz055HVPDnndk0Ne9wNPXvPkkNd931FajuqFEEIIIY5ofr+f4uJiunXrRmpqarJ3p9lWrVrFUUcdxUcffcTgwYMBeOONN7jqqqvYvn07u3btIj09HYC7776bxx9/nM2bNze4nzlz5nDjjTfGKtMbM3XqVF5++WWWLl3a6O3r1q2jW7duvPPOO/Tr149AIMDChQu58soreeyxx5g0adL3fr5NCQaD+Hy+/Xb/4tD9HRFCCCGEEPuGVKILIYQQQogGtNaEgwf+qyX1HX369KFDhw4UFRXFlhUVFTFmzBh69OjBhx9+mLB85MiRscvx7Vwac99999GuXTuysrKYNGkSfr+/WfuUn59PQUEBXbp0Ydy4cQwdOpTPP/88YZ3Zs2fTt29fUlNTOeqoo/h//+//Jdy+efNmLrnkEvLy8sjPz2fMmDGsW7cudvuECRO44IILuPfee+nQoQO9e/du1r4JIYQQQggh9o4n2TsghBBCCCEOPk4I3nyw5oA/7lk3peNpQVH1qaeeyvz58/n1r38NwPz587nllltwXZf58+czatQogsEgH330EY8++miz7vNf//oXd955J3/5y18YNmwYf//733nkkUfo3r17i57LZ599xueff8748eNjy5588knuvPNOHnvsMY4//niWLFnC5MmTycjIYPz48dTU1DBy5EiGDRvGggUL8Hg8TJs2jdGjR7Ns2bJYxfm7775LdnY2b7/9trSLEUIIIYQQYj+TEF0IIYQQQhyyTj31VH75y18SDoepra1lyZIlDB8+HMdxeOSRRwBYtGgRtbW1sUr0PXn44YeZOHEiV155JQDTpk3jnXfeaVY1+tChQ7Esi2AwSCgU4qqrruLyyy+P3X733Xfz4IMPctFFFwHQrVs3VqxYwRNPPMH48eOZO3culmXx1FNPoZQCTOV6bm4uRUVFnHnmmQBkZGTw1FNPSRsXIYQQQgghDgAJ0YUQQgghRAO211SFJ+NxW2LkyJFUV1fz6aefUlpaSu/evWnbti0jRozgsssuo7q6mqKiIjp37tzsSvKvv/6aq6++OmHZkCFDmD9//h63fe655+jbty+hUIjly5dz/fXXk5eXx3333cf27dvZuHEjkyZNYvLkybFtwuFwbJLTxYsXs3r1arKyshLu1+/3s2bNmtj1Y445RgJ0IYQQQgghDhAJ0YUQQgghRANKqRa1VUmWnj170qlTJ+bPn09paSkjRowAoKCggG7duvHBBx8wf/58TjvttAOyP4WFhfTs2ROAvn37snbtWm6//XamTp2K67qAaely8sknJ2xn2zYArutywgkn8MwzzzS47zZt2sQuZ2Rk7K+nIIQQQgghhKhHQvSDVCgUwuv1orWOncorxOFM/q0nh7zu4kgh76uHt5EjR1JUVERpaSk333xzbPmIESN48803WbRoEVdccUWz769v374sWrQooQ3LokWL9mrfbNsmHA4TDAZp164dHTt2ZO3atYwbN67R9QcOHMhzzz1H27Ztyc7O3qvHFOJwJn/PxZFG/q0nh7zu4kgh76vNZyV7B0RDK1eu5KqrrmL9+vXyD/gA2r59O8uWLWPZsmXJ3pUjSnV1NY7jUFlZmexdOaKEQiGAWH/faHWk2L82btzIN998k+zdOOLI++rhb+TIkSxcuJClS5fGKtHBhOhPPvkkfr+/2f3QAW644QZmzZrFrFmz+Oabb7jzzjv56quvmrXtzp07KSkpYdOmTbzxxhtMnz6dkSNHxgLxqVOncu+99zJ9+nS++eYbli9fzuzZs/nzn/8MwLhx42jdujVjxozh/fffp7i4mPfee48bbriBTZs2teBVEeLwI3/Pk0PGSckh46TkkHFScsg4KTnkfbVlJEQ/yCxfvpxTTjmF9PR0ysvLk707R4zly5dz6qmnMm7cOAYMGMDUqVOTvUtHhC+//JLzzz+fIUOGMHToUP7617+ydevWZO/WYW/lypX8/Oc/54wzzmD8+PF88sknWJaF1jrZu3ZY27RpE127duWCCy5g5cqVyd6dI4a8rx4ZRo4cSW1tLT179qRdu3ax5SNGjKCyspIePXpQWFjY7Pu75JJLuOOOO7j11ls54YQTWL9+PT//+c+bte2oUaNo3749Xbt25aqrruKcc87hueeei91+5ZVX8tRTTzFnzhyOOeYYRowYwZw5c+jWrRsA6enpLFiwgM6dO3PRRRfRt29fJk6cSG1trVSmiyOa/D1PDhknJYeMk5JDxknJIeOk5JD31ZZTWv4aHDRKS0s57bTTGDZsGI888ggAwWCQXbt2UVBQkOS9O3ytXr2aU045hSuvvJJLL72URYsWMXHiRDZs2ECnTp2SvXuHrbVr1zJo0CAuu+wyevXqRUlJCX/605+45JJLuPbaaznxxBOTvYuHpS+//JIRI0Zw8cUXY9s2W7ZsYcWKFbz++uuxAEfsH5s3b+bss8+mpqYGrTWvvfYaffv2TfZuHdbkfbX5/H4/xcXFdOvWjdTU1GTvjhAHHfkdSS75e54cMk5KDhknJYeMk5JHxkkHnryv7h2pRD+I7Ny5E5/Px1133YXWmosvvpjTTjuNHj16cMMNN/Dhhx8mexcPS3PmzOHEE09k2rRpHHXUUfzoRz/i7LPPZtu2bXz44Yds27Yt2bt4WHr55Zc5+uijmT59Otdeey3Tpk3j1VdfZdGiRTz88MMsX7482bt42CkpKWHixIlMmjSJGTNm8Nhjj/Hb3/4Wr9fLihUrAKTKYj9xHAfbtmnXrh2vvfYa3bt35/zzz2ft2rUALF68OMl7eHiS91UhhDg8yN/z5JBxUnLIOOnAk3FS8sg4KTnkfXXvyMSiB5Hq6mp27dpFZWUl48ePJxwOc/3111NRUcEjjzzCd999R35+Pn369En2rh5WNm/ejGVZsckUHnnkEd588022b9/OypUrOf3007nttts46aSTkr2rh5Xq6mqCwSCu68YOSM4880wee+wxJkyYQEFBAQ8++KBMbrEPrVy5kszMTH72s5/FXteBAweSk5PD0qVLOffcc5O9i4ct27YpKCggJyeH7du3M3fuXMaMGcO5555Lnz59cByHZ555Rlo17GPyviqEEIcH+XueHDJOSg4ZJx14Mk5KHhknJYe8r+4dCdEPElprsrKyqKys5L///S95eXn85je/if2DPfroo7nooot4//335R/xPjZs2DAmT57MxIkT0Vrz/PPP88ILLzBy5EjWrl3LJZdcwn//+185ONzH+vbty1133cXnn3/OoEGDCIfDaK0544wzePjhh/nJT37Cj3/8YwYPHpzsXT1sdO3alZ///OcMGDAAgHA4jMfjIT09PTaBTvyBuOu6WJacsLQvRA/GXdflf//7H8OGDWPhwoW0b9+eV199lX//+99yYLgfyPuqEEIc+mSclDwyTkoOGScdeDJOSh4ZJyWHvK/uHfmtP0gopejevTvjx4/nmmuu4fnnn6e2thYwf1SGDh3KD37wA95///0k7+nhZ+LEiTz++OP07NmT2tparrzySsaMGUNmZiYDBgxg6NChvP/++4TD4WTv6iEv/hS4sWPHMnbsWMaNG8fKlSvxeDyxA5QLLriAo446Sk7d2keiM8p37dqVH//4x7FlHo/5HDU3Nzf22gPcddddfPzxx3Jg+D3F/3uPHnSPGjUqtuzyyy8H4LjjjuP222/nyy+/PLA7eJiKf927d+/OxIkT5X1VCCEOYTJOSh4ZJx04Mk5KDhknJYeMk5JDxknfn/zmJ8k333zDTTfdxMSJE7n77rtZvXo1WmtuueUWLr/8cvx+PwsXLiQcDsf+qGit6dGjR5L3/NBW/3Vfs2YNWmsmT57MnXfeSU5ODm3atAHq3lADgQD9+vWTN8rvITqTfPQT5ujl6667jq5du3LppZeycuVKfD5f7La0tDTS0tKSts+Hg+jrblkWjuMk3Fb/33P09ttvv5277roLr9d7YHbyMBT/771+78QOHTrw0Ucf8eMf/5i33nqLt99+m4ULF6KUYsKECQSDwWTs8mGh/usefe1/8YtfcMUVV8j7qhBCHCJknJQcMk5KDhknJYeMk5JDxknJIeOkfUfauSTBihUrGDJkCMOGDSM7OzvWW27ChAlMmjSJqVOnEgwGuf7661m3bh3t27dny5YtLFiwgD/84Q/J3v1DVmOv+1tvvcWll17K5MmTsSyLHj16cM8993DWWWeRkpLCK6+8wttvv82CBQvk4HAvff311/Tr148f/vCHvPrqq7EDFdu2OeWUU7jpppt4+OGHGTp0KH/605/Izs5m8eLFFBcXc+qppyZ79w9Z9V9327Yb9E2MnoZYVVVFdnY2jz76KH/84x/57LPPGDhwYBL3/tBV/3WPHqhEX/fu3buzatUq0tLSeP311+nfvz8AH3zwAaWlpbEBkmiZxl5313VRStGpUyduuukmeV8VQohDgIyTkkPGSckh46TkkHFScsg4KTlknLRvKS1TDB9QwWCQ8ePHk5GRwVNPPQXAjh07+MUvfsH69eu57LLLuOaaa9Ba89hjj/Hss88SCoVo06YN9913H8cdd1ySn8GhaXev+8aNG7n44ou54YYb2LFjBzfccAPPPfccRx11FB6Ph7/97W+x3miiZUpKSvjRj36Ex+Nh1apVDB48mJdeegmo6zMHsGbNGv7617/yj3/8g9zcXDIyMnjiiSc4/vjjk7n7h6zdve6NTUA0btw4nnvuOdLT03n33Xc58cQTk7Hbh7zdve7xfRPnzJnDySefTN++fZO5u/+fvT+Pu+Wq6z3x91o17umZzpyBJBggEQSZbPipiAYIEtEr0A7QJKDQTRsxGGl5BW93Q19e5t52uKKASAS5NgK2Q+NLRYGLKMoQwqSBICQQyMmZz3nGPdW01u+PVVV772c48zn7nJPvO6lTVauGXXvt/dSu9Vnf9fleMhyv3quGKMBgMOAP//APef/73y+/q5swHA558MEHueaaa4jjeNqXIwgXHPI3cu6RdtJ0kHbSdJB20nSQdtJ0kHbSdJB20jnACued5z//+fYXfuEXrLXW5nlurbX22LFj9uabb7bPeMYz7N/8zd/U+y4tLdk8z223253KtV5KHK/en/nMZ9oPf/jD1lprjTH2n//5n+2Xv/xle+jQoald76XAhz70IfszP/Mz9pOf/KT9h3/4B7tz5077H/7Df6i3Z1k2sf9DDz1kl5aW7NLS0nm+0kuLE9V7URQT+99222220+nYe++993xf6iXFieo9SZIpXt2ly6neZxYXF+V3dRMGg4G977777GAwmPalCMIFifyNnB+knTQdpJ10/pF20nSQdtJ0kHbSdJB20tlHItHPI8YYiqLgZ37mZyiKgg996EMAZFlGEAQcO3aMH//xH2dubo6//du/rY+R4XFnxsnW+8zMDH/3d3833Yu9xFheXuazn/0sz3/+8wH4xCc+wc/8zM/wzGc+s/4cKu8/+Z6fPU6m3qtbv1KKr371q8zOznLFFVdM65IvCU72+y7f9bOL3GfODhJlKwjHR/5Gzi3STpoO0k6aHvL8Mh2knTQdpJ00HeQ+cw6Yrob/yOTTn/60VUrZ3/7t367Lqp63L33pSzaKIvuFL3xhWpd3ySL1Pn2MMfYTn/iE3blzp/2Jn/iJuvyd73yn/fSnPz29C7vE2are3/GOd9i77757ehd2iSPf9+kg9X56XKpRtv/n//l/2ic96Un1+i233DLxvRCEk+VS/Ru50JDn9ekg9T595PllOkg7aTrI9306SL2fOZJY9Bzz0EMPce+993LgwAFe8IIX0Ol0eOYzn8lb3vIWfvVXf5UwDLn11lvrJAnGGK6++mpmZ2enfOUXN1Lv02G83m+66SZmZ2dpNpt1r7JSimc961n86Z/+KT/90z/Ni170Ii677DLe8Y538MADD0z78i9apN6ng9T7dJB6F9bzile8gv/23/4bAL7vc+WVV/KiF72IN7/5zbz+9a/nta997ZSvUBCEzZDn9ekg9T4d5PllOki9Twep9+kg9X4emLaKfynzr//6r3bXrl32yU9+sp2bm7NXXnmlff3rX2/37t1ri6Kwv/Zrv2Y9z7N33HGHvf/+++2hQ4fsr/3ar9lrr71WPObOAKn36bBVvX/rW9+y1m70l/vYxz5mlVJ2YWHBfv7zn5/GJV8SSL1PB6n36SD1fu64mKNsb7nlFvv85z/fHjhwwD700EP2T/7kT2yj0bCvec1rNt33Qo9EF1/QC5OL+W/kQkSe16eD1Pt0kOeX6SD1Ph2k3qeD1Pv5QUT0c8TS0pJ96lOfav+3/+1/s4uLi9Zaa9/85jfbH/iBH7A/8RM/Yb/zne9Ya639oz/6Izs7O2uvuOIK+9jHPtZefvnlMlTuDJB6nw5b1fsP/uAP2h//8R+3999/v7XWDR+y1t3AX/3qV9tWq2W/+tWvTu26L3ak3qeD1Pt0kHo/t2wmEBpjrBlMYSo/w5NlM2H8Va96ld29e/cJ7Vz+7M/+zD7hCU+wcRzbhYUFe8MNN0wkU3rPe95jr7vuOhtFkX3c4x5n3/72t9fbHnzwQQvYv/iLv7DPfvazbaPRsE984hM3DIf91Kc+ZX/wB3/QxnFsr7jiCvva17524jWuuuoq+5/+03+yt9xyi52ZmbE333zzKb1/4fwgIvrZQ57Xp4PU+3SQ55fpIPU+HaTep4PU+/lDRPRzxHe+8x171VVX2Y985CMT5f/tv/03+4M/+IP2pS99qT148KC11tqHH37Y/t3f/Z39yEc+Yvfu3TuNy71kkHqfDser92c961n2pS99qd2/f39d/o//+I/2iU98or3nnnvO96VeUki9Twep9+kg9X5u2VREHxi79j91z/tkBmcuor/2ta+127ZtO66Ivn//fuv7vv3t3/5t++CDD9p/+7d/s29/+9vt2tqatdbad73rXXbPnj32L/7iL+y3vvUt+xd/8Rd2YWHBvve977XWjkT06667zv7N3/yN/frXv25f8pKX2KuuuspmWWattfbf/u3fbLvdtv/1v/5X+41vfMN+6lOfsk9+8pPtK17xivqarrrqKjszM2N/4zd+w95///11Q0e4sBAR/ewhz+vTQep9Osjzy3SQep8OUu/TQer9/CGe6OcIz/NoNBrs378fgDzP8X2fm2++meFwyNve9jY+8pGPcPPNN3P55Zdz+eWXT/mKLw2k3qfDier97W9/Ox/72Me4+eabAXjqU5/Kf//v/50dO3ZM87IveqTep4PU+3SQehdOls997nO8//3v54YbbjjufgcOHCDPc170ohdx1VVXAfA93/M99fb/9J/+E7/1W7/Fi170IgCuueYa7rvvPv7gD/6AW265pd7v9a9/PTfddBMAb37zm3n84x/PAw88wHXXXcdv/MZv8NKXvpTXve51ADzmMY/hd3/3d/mhH/ohfv/3f584jgH4kR/5EV7/+teftToQhAsZeV6fDlLv00GeX6aD1Pt0kHqfDlLv5w9lrbXTvohLlR//8R9n7969fOITn2Bubq7+IgP8j//j/8i+ffv49Kc/PeWrvPSQep8OJ1vv1lqUUlO+2ksHqffpIPU+HaTezx3D4ZAHH3yQa665phZ2rbWQTOFiIk7p83vFK17B+973PuI4Js9zsizjJ37iJ3jnO9/JO97xDj70oQ/x5S9/ud53eXmZD33oQxRFwY033sjnPvc5brzxRp73vOfxkpe8hPn5eY4cOcLOnTtpNBporevXyvOc2dlZDh06xLe//W2uueYaPve5z/H0pz8dgKWlJRYWFvinf/onnvWsZ9WCehAE9TmstfT7fe677z6uv/56rr76al796lfza7/2a2en/oRzwmZ/I8LpI8/r00HqfTrI88t0kHqfDlLv00Hq/fygT7yLcDL0ej3W1tZYXV2ty97znvewsrLCT/3UT5Gmaf0FBrjxxhux1pKm6TQu95JB6n06nEm9yw379JF6nw5S79NB6n36KKVQ8RSm0/j8fviHf5gvf/nLfP3rX2c4HPKXf/mX7Ny587jHeJ7Hxz72Mf7u7/6O7/7u7+b3fu/3eNzjHseDDz6IMQaAu+66iy9/+cv19JWvfIXPfvazE+cZF8ira6+ON8bwv/wv/8vEOf71X/+V+++/n+/6ru+qj2u1Wqf8ngXhYkGe16eD1Pt0kOeX6SD1Ph2k3qeD1Pv0EBH9LHDffffxohe9iB/6oR/i+uuv50/+5E8wxrB9+3be//738+///u8873nPqxt24IYadzodZCDA6SP1Ph2k3qeD1Pt0kHqfDlLvwqnSarW49tprueqqqyZE7ROhlOL7v//7efOb38yXvvQlwjDk//v//j927drF5Zdfzre+9S2uvfbaiemaa6456fM/5SlP4atf/eqGc1x77bWEYXg6b1UQLirkfj4dpN6ng9T7dJB6nw5S79NB6n26iCf6GXLffffxrGc9i5tvvpmnP/3pfP7zn+eVr3wl3/3d382Tn/xknvGMZ/DhD3+Yl770pdx0003Mz8+zZ88e/vEf/5F//ud/Joqiab+FixKp9+kg9T4dpN6ng9T7dJB6F84Xd999Nx//+Md53vOex86dO7n77rs5cuQI119/PQBvetOb+KVf+iVmZmb40R/9UZIk4fOf/zxLS0vcfvvtJ/Uab3jDG3jGM57Brbfeyqtf/WparRZf+9rX+NjHPsbv/d7vncu3JwhTR+7n00HqfTpIvU8HqffpIPU+HaTep494op8Bi4uL/OzP/izXXXcdb33rW+vyH/mRH+F7vud7eOtb3zrhN/T2t7+dhx9+mEajwU//9E/zuMc9blqXflEj9T4dpN6ng9T7dJB6nw5S79PjYvZ7Hvc5X8+b3vSmLT3Rv/a1r/HLv/zLfPGLX2R1dZWrrrqK1772tfziL/5iffz73/9+fuM3foP77ruPVqvF93zP9/C6172On/zJn6w90b/0pS/xvd/7vQAsLy8zPz/PJz7xCZ797GcDcM899/Brv/ZrfOYzn8Fay3d913fx0z/907zxjW8E4Oqrr+Z1r3tdnXxUuDC5mP9GpoHcz6eD1Pt0kHqfDlLv00HqfTpIvV8YSCT6GZBlGcvLy7zkJS8BnO+l1ppHP/rRHDt2DHDDhIuiwPM8br311mle7iWD1Pt0kHqfDlLv00HqfTpIvQunw3vf+94tt73pTW/iTW9606b7Xn/99fz93//9cc/90pe+lJe+9KWbbrv66qs3DIudm5vbUPb0pz+dj370o1u+xre//e3jXoMgXIzI/Xw6SL1PB6n36SD1Ph2k3qeD1PuFgXiinwG7du3ife97Hz/4gz8IQFEUAFx++eVoPapaz/NYW1ur1yX4/8yQep8OUu/TQep9Oki9Twepd0EQhEsDuZ9PB6n36SD1Ph2k3qeD1Pt0kHq/MBAR/Qx5zGMeA7heoCqRVVEUHDp0qN7nzjvv5K677iLPcwDJhnsWkHqfDlLv00HqfTpIvU8HqXdBEIRLA7mfTwep9+kg9T4dpN6ng9T7dJB6nz5i53KW0FrX/kNKKTzPA+D/+D/+D97ylrfwpS99Cd+X6j7bSL1PB6n36SD1Ph2k3qeD1LsgCMKlgdzPp4PU+3SQep8OUu/TQep9Oki9Tw+JRD+LVMMkPM/jyiuv5Dd/8zf5v//v/5vPf/7zPOlJT5ry1V26SL1PB6n36SD1Ph2k3qeD1LsgCMKlgdzPp4PU+3SQep8OUu/TQep9Oki9TwfpmjiLVD5EQRBw1113MTMzw7/8y7/wlKc8ZcpXdmkj9T4dpN6ng9T7dJB6nw5S74IgCJcGcj+fDlLv00HqfTpIvU8HqffpIPU+HSQS/Rxw4403AvDpT3+apz3taVO+mkcOUu/TQep9Oki9Twep9+kg9S4IgnBpIPfz6SD1Ph2k3qeD1Pt0kHqfDlLv5xdlJVXrOaHX69FqtaZ9GY84pN6ng9T7dJB6nw5S79NB6v3cMhwOefDBB7nmmmuI43jalyMIFxzyN3L2kPv5dJB6nw5S79NB6n06SL1PB6n384dEop8j5As8HaTep4PU+3SQep8OUu/TQepdEATh0kDu59NB6n06SL1PB6n36SD1Ph2k3s8fIqILgiAIgiAIgiAIgiAIgiAIwhaIiC4IgiAIgiAIx0EpxYc+9KFpX4YgCIIgCIIgCFNCRHRBEARBEAThouUVr3gFSql62rZtG89//vP5t3/7t2lfmiAIgiAIgiAIlwgioguCIAiCIAgXNc9//vM5cOAABw4c4OMf/zi+7/NjP/Zj074sQRAEQRAEQRAuEUREFwRBEARBEDZgrcUmxfmfrD3la42iiN27d7N7926+93u/lze84Q3s3buXI0eOAHDvvffyIz/yIzQaDbZt28b//D//z3S73YlzvOc97+Hxj388URSxZ88efvEXf3HL1/u//q//i127dvHlL3/5lK9VEARBEARBEISLD3/aFyAIgiAIgiBcgKSG4es+ed5fNv6dZ0Hknfbx3W6XP/mTP+Haa69l27Zt9Pt9nv/85/OMZzyDe+65h8OHD/OqV72KX/zFX+S9730vAL//+7/P7bffzn/+z/+ZH/3RH2VlZYVPfepTG85treV1r3sdH/rQh/iXf/kXHvOYx5z2dQqCIAiCIAiCcPEgIrogCIIgCIJwUfM3f/M3tNttAHq9Hnv27OFv/uZv0FrzJ3/yJwwGA/74j/+YVqsFwNve9jZe+MIX8l/+y39h165dvOUtb+FXfuVXuO222+pzPv3pT594jTzPufnmm/n85z/Ppz71Ka644orz9wYFQRAEQRAEQZgqIqILgiCcJtZanvvc5+J5Hh/5yEcmtr3jHe/gjjvu4N577+VRj3rUlK5QEAThDAi1iwqfwuueKj/8wz/M7//+7wOwuLjIO97xDn70R3+Uz33uc3zta1/jSU96Ui2gA3z/938/xhi+/vWvo5Ri//793HDDDcd9jV/+5V8miiI++9nPsn379lO+RkEQBEF4pCDtJEEQLkXEE10QBOE0UUrxR3/0R9x99938wR/8QV3+4IMP8oY3vIG3vvWtZ/3BMMuys3o+QRCErVBKoSLv/E9KnfK1tlotrr32Wq699lq+7/u+j3e/+930ej3uuusurLVbnlMpRaPROKnXeO5zn8u+ffs2iAGCIAiCIEwi7SRBEC5FREQXBEE4A6688kre+ta38vrXv54HH3wQay0///M/zw033MD3fd/38YIXvIB2u82uXbt4+ctfztGjR+tj//7v/54f+IEfYG5ujm3btvFjP/ZjfPOb36y3f/vb30Ypxf/7//6/PPvZzyaOY973vvfxne98hxe+8IXMz8/TarV4/OMfz4c//OFpvH1BEIQLEqUUWmsGgwHf/d3fzZe//GV6vV69/VOf+hRaax772MfS6XS4+uqr+fjHP37cc/74j/8473//+3nVq17FBz/4wXP9FgRBEAThokbaSYIgXGqIiC4IgnCG3HLLLdxwww288pWv5G1vextf+cpXeOtb38oP/dAP8b3f+718/vOf5+///u85dOgQP/VTP1Uf1+v1uP3227nnnnv4+Mc/jtaan/zJn8QYM3H+N7zhDfzSL/0SX/va17jxxhu59dZbSZKET37yk9x77738l//yX2ovYEEQhEciSZJw8OBBDh48yNe+9jVe+9rX0u12eeELX8jLXvYy4jjmlltu4Stf+Qqf+MQneO1rX8vLX/5ydu3aBcCb3vQmfuu3fovf/d3f5f777+eLX/wiv/d7v7fhdX7yJ3+S/+f/+X945StfyZ//+Z+f77cpCIIgCBcV0k4SBOFSQjzRBUEQzgLvete7eMITnsA///M/8+d//ue8+93v5ilPeQq//uu/Xu/znve8hyuvvJJvfOMbPPaxj+XFL37xxDne/e53s3PnTu677z6e8IQn1OWve93reNGLXlSvP/TQQ7z4xS/me77newB49KMffY7fnSAIwoXN3//937Nnzx4AOp0O1113HX/2Z3/Gs5/9bAA+8pGPcNttt/H0pz+dZrPJi1/8Yn77t3+7Pv6WW25hOBzyX//rf+X1r38927dv5yUvecmmr/WSl7wEYwwvf/nL0VpP3J8FQRAEQZhE2kmCIFwqKGutnfZFCIIgXAr8x//4H/nQhz7EV77yFW666SY+9rGPEYbhxD69Xo8Pf/jD/OiP/ijf/OY3+d//9/+dz372sxw9ehRjDL1ej7/927/lBS94Ad/+9re55ppr+Jd/+Re+//u/vz7HH/7hH/K//q//K9/3fd/Hc57zHF784hfzxCc+8Xy/XUEQLiGGwyEPPvgg11xzDXEcT/tyBOGCQ/5GBEEQTh9pJwmCcCkgdi6CIAhnCd/38X03wMcYwwtf+EK+/OUvT0z3338/z3rWswB44QtfyLFjx7jrrru4++67ufvuuwFI03TivK1Wa2L9Va96Fd/61rd4+ctfzr333svTnva0TW0HBEEQBEEQBEEQpo20kwRBuBQQEV0QBOEc8JSnPIWvfvWrXH311Vx77bUTU6vV4tixY3zta1/jP/7H/8gNN9zA9ddfz9LS0kmf/8orr+Q1r3kNf/mXf8mv/MqvcNddd53DdyMIgiAIgiAIgnDmSDtJEISLFRHRBUEQzgG33nori4uL/OzP/iyf+9zn+Na3vsVHP/pRfu7nfo6iKJifn2fbtm28613v4oEHHuAf/uEfuP3220/q3K973ev4yEc+woMPPsgXv/hF/uEf/oHrr7/+HL8jQRAEQRAEQRCEM0PaSYIgXKyIiC4IgnAOuOyyy/jUpz5FURTceOONPOEJT+C2225jdnYWrTVaaz74wQ/yhS98gSc84Qn88i//Mr/xG79xUucuioJbb72V66+/nuc///k87nGP4x3veMc5fkeCIAiCIAiCIAhnhrSTBEG4WJHEooIgCIIgCI9wqqSJV199NY1GY9qXIwgXHIPBoE5kJ4lFBUEQBEEQHnlIJLogCIIgCMIjnCAIAOj3+1O+EkG4MKn+Nqq/FUEQBEEQBOGRhT/tCxAEQRAEQRCmi+d5zM3NcfjwYQCazSZKqSlflSBMH2st/X6fw4cPMzc3h+d5074kQRAEQRAEYQqInYsgCIIgCIKAtZaDBw+yvLw87UsRhAuOubk5du/eLZ1LgiAIgiAIj1BERBcEQRAEQRBqiqIgy7JpX4YgXDAEQSAR6IIgCIIgCI9wREQXBEEQBEEQBEEQBEEQBEEQhC2QxKKCIAiCIAiCIAiCIAiCIAiCsAUioguCIAiCIAiCIAiCIAiCIAjCFoiILgiCIAiCIAiCIAiCIAiCIAhbICK6IAiCIAiCIAiCIAiCIAiCIGyBiOiCIAiCIAiCIAiCIAiCIAiCsAUioguCIAiCIAiCIAiCIAiCIAjCFoiILgiCIAiCIAiCIAiCIAiCIAhbICK6IAiCIAiCIAiCIAiCIAiCIGyBiOiCIAiCIAiCIAiCIAiCIAiCsAUioguCIAiCIAiCIAiCIAiCIAjCFoiILgiCIAiCIAiCIAiCIAiCIAhbICK6IAiCIAiCIAiCIAiCIAiCIGyBiOiCIAiCIAiCIAiCIAiCIAiCsAUioguCIAiCIAiCIAiCIAiCIAjCFoiILgiCIAiCIAiCIAiCIAiCIAhbICK6IAiCIAiCIAiCIAiCIAiCIGyBiOiCIAiCIAiCIAiCIAiCIAiCsAUioguCIAiCIAiCIAiCIAiCIAjCFoiILgiCIAiCIAiCIAiCIAiCIAhbICK6IAiCIAiCIAiCIAiCIAiCIGyBiOiCIAiCIAiCIAiCIAiCIAiCsAUioguCIAiCIAiCIAiCIAiCIAjCFoiILgiCIAiCIAiCIAiCIAiCIAhb4E/7Ai5EjDHs37+fTqeDUmralyMIgiAIgnDGWGtZW1vjsssuQ2uJoxAE4dSRdpIgCIIgCJcaJ9tOEhF9E/bv38+VV1457csQBEEQBEE46+zdu5crrrhi2pchCMJFiLSTBEEQBEG4VDlRO0lE9E3odDqAq7yZmZkpX40gCIIgCMKZs7q6ypVXXlk/5wiCIJwq0k4SBEEQBOFS42TbSSKib0I1NHFmZkYeDgVBEARBuKQQCwZBEE4XaScJgiAIgnCpcqJ2khhiCoIgCIIgCIIgCIIgCIIgCMIWiIguCIIgCIIgCIIgCIIgCIIgCFsgIrogCIIgCIIgCIIgCIIgCIIgbIGI6IIgCIIgCIIgCIIgCIIgCIKwBSKiC4IgCIIgCIIgCIIgCIIgCMIWiIguCIIgCIIgCIJwEXPnnXeilOJ1r3vdlvv85V/+Jc997nPZsWMHMzMzPPOZz+QjH/nI+btIQRAEQRCEixgR0QVBEARBEARBEC5S7rnnHt71rnfxxCc+8bj7ffKTn+S5z30uH/7wh/nCF77AD//wD/PCF76QL33pS+fpSgVBEARBEC5e/GlfgCAIgiAI06MoUobDJYbDYwyGS6TJCiiN1j5a+Wjto7Q3sT4+KVVu08FYWbXdQynprxcEQThXdLtdXvayl3HXXXfxlre85bj7/s7v/M7E+q//+q/zV3/1V/z1X/81T37yk8/hVQqCIAjCxYsxBf3+IQaDY6AUCo1S1aRQykMpBVXZxPbRBAqtPUCt2+bO4crVlN/t9LHWAracG6zlgmlXioguCIIgCJcQ1lqyrMtguMhwcIzhcIn+4CiDwVGGg0WGw0UGw0WS4RLDZJks657jK9LoUoQfCe7VsodWPkqPRPfJdR+tPNSYQO/WfTztl/Ng4/7KQ+lyXnYIKKXrbVXHgHto9cpyXV+TUro+XiuNUn79kFudq3oNXS2PH6tGry0PwoIgnEtuvfVWbrrpJp7znOecUERfjzGGtbU1FhYWttwnSRKSJKnXV1dXT/taBUEQBOFCxFrLcHiMte4+umv7WVvby1r3Ybpr++n2DtDvH8ba4jxdjRprQ4yL7CMhflx8Z4Ogr7c8biRMb5xjLXZ8jsVacCK2rWoKa01dZxPHb7n/Fq+z6XbKc23kuc/5fS677H84GxV8RoiILgiCIAgXOMZkDIfL9AdHGQ6OMhgcYzA46oTyelomSdxkTH5K51dKEwRtwrBDELTAWowtsLbAWoM1xdh6gTGmXq72McYAZrOrxxiDMdlZqYuLD7VOXNdbLj/5e2/lu77rBdO+YEEQLhI++MEP8sUvfpF77rnntI7/rd/6LXq9Hj/1Uz+15T533nknb37zm0/3EgVBEAThgiBJVul297G6tpe1tYfprj1Mt7ufbu8g/f5BiiI97vFKeYRhB1BgzZjQbMaEYEMlCG8mMp8ctmxfncGbvQQpzPE/n/OFiOiCIAiCcJ6x1pKmawwGR+kPjjAYHCujxI+NosTLSPEkWTmtaHHPi2phPAzbROEMYTRDGM4SRbM04gUaze00G7uI4zm0F4zsW8ro6Y0Pf6yLNijLqqgCW2BMvm7KMLbAFBnGZBRFijE51mYUJscUOdbmFCbHmpzCZG57eby1TsCvl01Rivpj67YYE/oN2AJbdgS4aAeDMUX9wFt3Dthq2ZbRJdWD8ORUnWNUVj0kmzoa4zif9kl3agyTxVP+nAVBeGSyd+9ebrvtNj760Y8Sx/EpH/+BD3yAN73pTfzVX/0VO3fu3HK/O+64g9tvv71eX11d5corrzyta76UscZiCurJGovSCqVBadDlXGlkhJIgCMI5IMsGrK3tZXVtL921h1nrPkyve5Bu7wC93kHyvH+CMyiiaIY43kYcL9Bs7qDZ2EmrvZtO50o6ncvxvXiDpUgdVb0uknp9ZHVlTeKCkcxEW8LUbY4CY8r2CEW5bkZtGmuwjLd1TN2WoWrfYLDGnZNyuSobXbsqbWmqeVVclqHK/9XYvuu2w+h89Tkmj3O/d6reBzu574btE+WjZa19tm/77hN8fucHEdEFQRAE4SySpj0OHfoCvd7BOlLcWacsldHiK6Tp6mlEZmuCoEkYtAjCTimOd0px3AnjUThLo7GNRnMHUTiD55VWJ7VH+bhv+cXTiN96uOD64Ygby7Y+x2T55DDCUcfAZsML63OV66YosLbsDCjy8sE4x1TCvinKjoIqkr98KK7E//K7sHv3U89uxQmCcMnyhS98gcOHD/PUp47uG0VR8MlPfpK3ve1tJEmC53mbHvunf/qn/PzP/zx/9md/xnOe85zjvk4URURRdFav/WLE2kmR3OQWW0CeWfIUTI4TPoqRjmItaDfS3gnpqhTVPdA+eD543qhMaTUhtrvli+e3WhAE4VyS5wnd7l5WVvfSXdtHt7uvFsh7vYOk6YntxoKgRRzPE8fbaDS210J5u72HmZkrCcMZtBfi6QDPi/C8AK2D8/DuhIuFi0pEv/POO3njG9/IbbfdtiExTsVf/uVf8vu///t8+ctfJkkSHv/4x/OmN72JG2+88fxerCAIgvCIwFrLsWP3sffhf+bA/s9w9NjXsPbkIo9H0eLtiajxMGgThjNE8RxhOEsczRHHc/hBE9+LLxlx/GSpohQuwbcmCIJwWtxwww3ce++9E2WvfOUrue6663jDG96wpYD+gQ98gJ/7uZ/jAx/4ADfddNP5uNSLgkokt7VQ7taLzFJkUGRgTCme1wOQ7Ej49sD3QUWgx4Rva93+blCTWzY55EMXrW4t2Or3zY5Fq2tXprQT23U1aYX2xrZ7EuUuCMKFT3VPNblbtrYMPFbuvmWtpTBDBv2DrPX20uvto9vbT69/gF7/IIP+IYbJEieyRPG8mEY8TxwvEDe20Yi30WrtotHYSadzmWtP+S08L0TrAM8LRSgXTomLRkS/5557eNe73sUTn/jE4+73yU9+kuc+97n8+q//OnNzc/zRH/0RL3zhC7n77rsl67wgCIJwVhgMFnl43z+zf9+nOXjw8+VD3Yg4nqfR2FGK4y2CYCSOR9FsGTk+R+A33MObH59AHL8wspELgiAIFwadTocnPOEJE2WtVott27bV5XfccQf79u3jj//4jwEnoN9888289a1v5RnPeAYHDx4EoNFoMDs7e37fwBSYEHGMxeRQFJYiGRPJi5FIbrFoQHlOKNce+MG4WH1iwVophfKATfs0Nh5vjcWUgjul4F5kpQhvbH2cZTLK3Q13H4ty98DzJcpdEITzhylsKZK75SKHpGfoHbP0ly395YLeSsKwm2BsgjEJhR2Wy0OMHYIq7UqYA2ZBPRaw+BjamPJe5yLFtReV0eIRvt/A9xr4foy2Hl7moQuN7nuoFU3qeSx5pYmIpu6kVEqhtEWpFJS7N1LeT5nYz839QDGzW9GY0dJp+QjlohDRu90uL3vZy7jrrrtOmHV+fYT6r//6r/NXf/VX/PVf/7WI6IIgCMJpYUzB4cNfctHmB+5mael+xiMhtA6Yn38M8/OPZdvCdbQ7VxIGTRHHBUEQhKlx4MABHnrooXr9D/7gD8jznFtvvZVbb721Lr/lllt473vfO4UrPLtUwrgtnDhuCyhyZ7dSZCOvcluUv+DWlsKIi+7W+tRF8rON0gpvy8eCyes52Sj36sjjRrl7oD21MaJdrXvVal0dv2zMznZyfcv9RYwShAudzWytitySDS39JSeUD1YMg1XLYC1nuFZQJOsjvINyatclpV59WhTldOKUk8VpvsLmBDF0dmpmd2vm9mjmLtcirD9CuChE9FtvvZWbbrqJ5zznOScU0ddjjGFtbY2FhYUt90mShCRJ6vXV1RN7KQmCIAiXNt3ufvbu/ST793+GQ4e/tCG5Z6u1h4WFxzE//1gW5h9HFM/SiLeVliwtPE88ZAVBEITzxz/+4z9OrK8Xxtdvv9hYn7zTRTqWdivjvuSlsIwCrK3FYe2BKgXjsy2S54ll2LUM19xkTOl5HriIcC8oI8QDVZa7uQ4m7V9OhdOJcrcGzFZR7gqwY1Y042dRk8tbvdR68by6zk0P3UyQ15NlWk/uX+a3m3gdNXZclcy1irTXdSS+RN8LwslQC+X55H02SyzJKvRXLP0Vw3DVMlwzDNcsSc9O3DscI2nc6GUK/6Fy2osKVwn8NoE3i+d18L0OgTeD783iex00Pkp7KBWglY+yGpSPKs+pUK6TsExrND6fKKMqs67MjMom9qdat2Pb3PupRgBV5XkGwzVLNoTFhwyLD9X+XhPC+uxuzfwVIqxfilzwIvoHP/hBvvjFL3LPPfec1vG/9Vu/Ra/X46d+6qe23OfOO+/kzW9+8+leoiAIgnAJkOcJBw7czb59n+LAwc+xuvqdie2+HzM/70Tzbduuo926jCiaI45nCYI2QdCUqHJBEARBOAtYa0m6zg6g2CR5pzGVkGrd8P4qkjxcL5aeHfHCWkvad+LJoBSOhqsj4TxPTnyOrVC6EtuduD4ptjsRXo9td9HjauKYat+qfNRRMP46pcC8+VWcVB24hYnZaMGucyuu91u3Yez4dbm+scXkPkW1uM4GeSR82Y3lyglsVfQ9qoyy38xj3lP192UktFde8yJ8CZcmG4TyMqI8TyHtWwarlv6yqe9xSXmfK7KtzqiwJBT+w7VQXgQPYYJDRC1DozFPK7icOLiMRvQ/EEVzaO3h+SGBH6O9AE/5KC/A0x5KB2jlVafefPTLulv8ph1ulPeA9eeptqlR7+DEa2xWxug1s6Fl+YBh9ZChe9TQW7QMRFh/xHBBi+h79+7ltttu46Mf/ShxHJ/y8R/4wAd405vexF/91V+xc+fOLfe74447uP322+v11dVVrrzyytO6ZkEQBOHiwFrL8vKDPLzPRZsfOXIvRTGc2Gem8yjmy2jz+fnHEIUd4ngbUdQhCFxSGkEQBEEQzi5FCqtHDEVmXTLNLZN3nj0hosidWDRYG0WUj0+jhKKbE8QQzyjitkJ7qhSmXLR3FTFv8lGi0lqTNpAnlEL8mCJ9hlQiu65E9pMR6UsfdbvuMsa16nEBe4PAbSdFb7t+26bn2WLfiW12y23jGr0XKIII/MjNvQD8UGG1M7YxudroMV+K7roU3JUGrVTdubHe7mbc9kaSugoXKtaO+5OX96Dc5YDIE3efG6xYBqvGieSlWJ72j3NODMY75ETySiz3H6LwHyZqahrR5TSDK4iCy2hEz6YR7SAIQvzIp9FuEsURfhi6eRCNgo8uMtunuAOdHR7WuPt5nlmywSkK6zs0s3tEWL8YuaBF9C984QscPnyYpz71qXVZURR88pOf5G1vextJkmyZef5P//RP+fmf/3n+7M/+jOc85znHfZ0oiogiGXYvCIJwqZMka+zf/2n27XcJQXu9AxPbg6DNtm3XMT/3WBYWHkezuZM4niOK5gjDNr7flAccQRAEQTgPWANxywnSZ+V81kWMu2jycYHcRZYfTzwCJ/BEbUXcUTRmFFFb0eioWjj3glO7zirxXi2ul1H3RQ5mTHivys3Y9glBfvy4fHT+SqxnsEkY+CMQpZ145UcKP4QgVrXYXpX5oRPiq7n2AdSE3c36pK6V4K68sY6LCaF9zE5IBHfhLFJbXJVJkk0BRTqyuEoGhsGyu9+5aHJD0oVh9/idgkatOnE82LtOMH+YIGjQiK6kHVxBHOyhET2fZnwZQdggiDyiZkzUaBCEIWEcE0QRQXBpBh0prfDL+0fcdsK6MVVHqSUdWFb2l8L6sXXC+l7D4t5NhPXdTlwXYf3C5YIW0W+44QbuvffeibJXvvKVXHfddbzhDW/YUkD/wAc+wM/93M/xgQ98gJtuuul8XKogCIJwAWJMweLi13j44X9h/4HPcuzY1zBmNBZRKc3s7DVlpPljmZt7NFE4QxzPE4YdgqCN561PiCMIgiAIwoWINc6fd6NQfiI7AocXQNwphfJyXk1RS51VT23tORuaIIKzaTtjxqPfT0WQrzzSy6jvDclFTzNx6IZtm+1b7rj1to3H1bMxe/sidVG2WeI6TKp55ZOf9p1dRVlbW9bjOF4IQeTEsmo+Et1VHe1e2en4oQUPtNJgy+tWpTe7Go2q0NVIAK1q33bPV3Xku4hnwnqscZYreWJJ+u67nWeG4YqzYKmtV7qWZM3tu+W5VIbx95F73ykF8pFYbr0VtAppRFfQCq8kDi8jDp9GK76MKJrBjz3COCCKm0RxgzCOCMKIIIwf8daWWit0ea+I2zCzTlhP+obVA1aE9YuYC1pE73Q6POEJT5goa7VabNu2rS6/44472LdvH3/8x38MOAH95ptv5q1vfSvPeMYzOHjwIACNRoPZ2dnz+wYEQRCE885gcJSH9/0L+/d/loMHv8BweGxiexzNs7DtOieczz2ORmOBRmOOMJojDNr4fkMeTgRBEAThAqXIthbJk65db5O9gbBZCeV6g1DuRxe3eKlU6ZUewNm0urmYsdZ1EOTDSWF9cr6ubDjqcClSF93LGpys8K40owj3daJ7FeXuhS5q3Q9dRLzzsneCuue57XVEvFfa8PgSyf5IwtrSLiR1diFJz7J62LBy0NA7ViX1PMFJgiVyfy+Z/uZEck/jHQLlMjDH4S6a4ZU0wmtphM+i0dhDHG8jjH2CyCdqNAijJmEcE0Yxvh+JpeUpMCmsa2Z3liORyg7O9cJ6d9GOkpeKsH7BcUGL6CfDgQMHeOihh+r1P/iDPyDPc2699VZuvfXWuvyWW27ZkKFeEARBuPgpioTDh//NJQQ9cDdLy/djx8YoKuUzP38t8/OPZWHhscx0riIM2zQa2wiCNmHYQmuJNhcEQRCECwFrnVi0dtRQJKPI8mrKhsc/XmkmhPEJobyt0L6IDRcj6xOb1ovrA8t1lVDQfc5KKfwA/EBB5xRez1iypIpsn4xwnygbTpbVUe8DSAcnH/WufervatR2Ix/CFsQdjR84cb0aveBHZfR7lRy1SpQqyVAvekxRdegYkh4MVgzL+w2rh50tyGZJjJWXYqPDFN53SNQ3yL0HKYKHKLx9oEc3TN+boRldSSN8EnG0h0a0m2Zzl/Mojz3CMCSKW6UdS6MUyyO03twBQjh96pFIbCKsZ5ZkYFjZ7zpNeqcqrF+uacxePMK66ywaWZIVeWlTVHYyOLsiWLhSE8bTH+mgrD1RX/0jj9XVVWZnZ1lZWWFmZmbalyMIgiCMYa2h2zvAw3v/mf0HPsPhw/9Kmq5O7NNs7mRhofI2fwxRNEscLxBFswRBG9+PL5oHC0E4W8jzjSAIZ8r5uI+sHTF88g8Hx93HjzazXdHEHUXYPH+RurUnsQFbzY2d8B6xo/yVowLlZFUFW+qrW76FsQ1b77NJHPq6gk2Pra9xVLQ+4Wc923Ifu3k5YNXYey4TeipFXRl2vOrsWB2Nv6f1171+fSxRaV339T92zGLF2cfUdiubzCeXT/ydqux0JkT3IevE942R8MVxbDdg8vsetaoJoo52FjBeGe0alAJ7lUB2TGCX594LkypXQ546D+1h17J60LByqGDtsKW/tO6PSKfY5r8zDD9Nou919it6aZ3dUkAzvIJGdAXN+HLiaA/Nxm7iZosg8vBDnzBqEMVtwjjG91x0udahfE8uMCaE9b5heb9l7ciksL7Zb8jxhHVrR176bm7Hks+O7L1MNsrdUe+fW4oC7JgPf3X8KJHt+Lqtk9tWky0sxlTLG38ntuLpPx2x89HnLg78ZJ9vLvpIdEHYDGst1hZYa8bmhqLIybIe1ub4fqMchqRQyt1QnIdXtezVZY90by9BmDZZ1uPgwS+yb9+nOHjwHlZWv834E4PnRSzMP5b5Bedt3mlfThi23VDEsE0QtNBafvIEQRAE4UKnOefEzaABjRlFPLOJ7Up4nkRy6xLwmYKxucWWKniVUFJrhRdBFIIfaNT6wM31QdRbCdPlgsVOlpux5XXidS1AbBL0PLF9/LUsG4WXsderxGOYFJMn1qH2I58QnFF1NDhj4vOEAH4C33RXts6TfXzbcc5ljXsTtp7sZJkBY23d6cHY52ttWUb5OVf1ZEeR8HX91BW5UZTXHkQtN/Jha2F+9KZN4ayIBqvltOLsigYrhrQPeQLdxNI9ulFtChvUyW0rgT1oK+KWwvNLexhd2sdEzne9Ft7Ff30qFJnrTMkSS9qF3pJh5YBh9XDB6mE7kSAYoAi+SRJ9hiy+myz8CqjRDlGwk2b0NJrx5TTiPTQbO2m0FwgCHz/08IOARrNNGLXxvHgsulzaRRcDdcR67DqKZ3ednLC+WcS69kb3wAsZl5CZOldEnaj5ArlNyV/OFLHWsrr6EMbkaO2jtEYrj5Goq8cE3PVl4+LuqOxSYFz4NsZsKoYbk5GmXZJ0hWS4TJIsk6SrJMkqabpKlnZJsx7ZuinP++tsHjRah3heiNYBnhfWkyt3fl++F6G9EN+Pyx+fqse24aYgxvcartyP8fwGgT/arrW/7nNcL9iLUC8IFcYU5HlCt7uXffs/w/79n+Ho0a+Q55NRaZ32FSwsPI65+ccwP3ctYdgpo81nCII2QdCY0jsQBEEQBOF08QLFc36pwdJ+Qxi7BvS5xBo7EUleCeWVKlvbaGgIY/DCkQhZR/p6nNWko+ebzQanXypty1Pxhq+E80o8r4T1ybKxfcYEeWtHkZb1sfXxthbx14vy450BzTlFe5suO2bc98oYGK6OCeyrlsGqYbDiIpgr25jVQ+s+QwVxC6JylEbUUkRNF70eNKrvrvtee6GLYHeJTRVeLbBfKt+B6VJZtORpmfSzb1jelzvR/FBO2pu0lTR6mTT6HFn8OdLoHqy3CCga0ZXMRv8/2s1H0WpeTntmO34Y4QcaP/AJ4wZR1Ck1iLjUMqJL6G9ZgM2F9SK3tf3JsO+sYNYL66bY/HxKjwnXep1wPSZou7mq96t+96pl7eQtNyrGK7dXx5Vl4/c2Vd5/qvvQ6BrUZMeozbG2y+yeC8N+VUT0KXL35/4zvd4hFMqJtl6IpwN0JeiWy54X4ukQz4/wdIgfNPC021+PRUuDKsV4H608tNaAh+cFk2K89lAnKdSDPiUPrJMRwOvttsAUCUmywjBZIRmukCQrZFmXNO2S5V2ytE+WdcmyPmnWJc/7ZFm/FNPO3InIRacPKYoTmCueIVr7ZY9vsE6kHwn11Y+c70V4lUgfONE+8Jt4fkzgNwiCFmE0QxTNEgYdfD8qPy+vnE7tMxOEaWGtIc8Ter2DLC3dz/LyN1le+Sarqw/R6+4ny/sT+wdBi4WFxzE/5yLOW62dhMEMjcZCKZo3JapCEARBEC4BzrZ4Z4pJodwWZZRxFT1cNvy9AMIW+KEuI3VHYsClHLF7qb6vU6UWb46/10mda1w4r6M/x5YtZWfNWFmeObHV5JDnFlt6rGsf2tsUnR16QogyOZPCerk8XHEWDMMuDLuWlQOT6tlE3oBx//W2xo+q773zXPdCCEJVi+riv35irLXkqbPvSQeWwVrG2tGMxX2rrB4uSFdmwfq471KAJScPv0oa300WfY48uJ9m43Jm4mtoBD9GM76CRnM3cdMjaGjCyCNudgjDdi2WOzuWC0NkFM4/boRJ6bHe0cyNCet56bHeX3ReVl55D/HGO4A3tbAqfxvGR/tsNYpofHSNAqzFmpQi642mvIspl/O0RzFcI03XKLKu2572yMu5O6ZPkfWxpd/Vk37yPYS7n3Qea3VzRG2YIg888NdnLN5WYro3JsBPCPFegNZBKdgG5f6judunFG69EM+PS8E+HisPQGm08lHaKwV6D9BAgTE5WTYcE8DXSLNuGf3dJUt7pGUUuBPAR/P1kaWn/P69iCBolQJaiyBournfxA9cFHjgN0bR42W5Vh5FkVKYDFPOizzF2BRjckyRYUzmtptscr3av0gxJqUoxpbzhMKk5XpWX6cxOWb9uKyzgqrfl3vvTQK/RRC2CYM2YTRDGM4QhbNE0SxRJb6Hs4Rhu+xgGQnv1bIgnE1cZ1VCr3eYpeX7WVp6gJXlb7K6tpdudz9Z1t3iSMXs7NUszLto87nZawjDDlE0RxzPEgQtfF+izQVBEAThkU7l8TryJQdTRZOXtitVtFsYuWh3LxgTBr1HpjDoLDDzMgCqwNoCU4cr2on9Jsvshuh1u4lXTG2BUgZSuTaRm1ubu6Aqk2NMhjVutHG1rShyjM2xJp88tixz1zteVqC0X7aNGvhegyBo4AfNdSOIG/hePJYw8XgjhRWnO+p7Qnzaeq9NS2uv/THf4SK3FAkUmYt2zxPXEeRFis5OmN3tj6JDlSXPYLjKpLhezq3BWcasbAxK035po9QeJTit/NeDUNX2Rev91/V4pOkl3OG0FZVFSzJIGKymLB05xJF9R+kd9SlWL0Pl88DcaH/vIGl0N1l8D8HsAVrtXcyHVxF5LyYKriCMfILYI24polaTZqvtRr+XI9+lzS6ciFpYbygaM05YPxEur8OQPO3WYnae9ijSrptnPfJkrVzvjvabEMBL8fss619Zf/Gsnu90ERF9ijzpia9ieflBjM3KB7/ECbv1PKUwG8vGxdnCpBQmJcuO80JnyMjyZFx8D8EasrxHlvUpik3SRJ8Cvh/XQngYtAnCVh1Z6gTxyYefKmrb8wLnSVg+qDmB3y9Ff+06ELwQ3wvQOsbz/AmhuIqOdw+CZuwBr8BY9yTuHtBMKYJX+9nyQdGU0QPVecplTPmZZhiTkpdzU2QU5dzYDFPkpTjvPteiGIn2xdj+1edeFAl5PiTLuhRFCljyfECeDxgOj53qJ+s6GUrx3fdbhEGLIGwRBh0nwAczRPGcE9/DDmEpxodhpxTdfbQej4J/ZD0sCZNUYnm/f5TFpftZWX6A5WUXWd7t7ifN1rY4UtFobKfd2k2ztYtmYyet1i6azV2EUYconCGO5wnDDr7flJEW5xhr7EU9JF0QBEG4NDGm9LGu/cmtswq3Cq3GvMkDnMBX265c+v7Po3xQxYQYPhohPBKiiyIpRwEvMhwuMUxWSNMVkmSNNF3FFClm7FxYg7HrRhib0cjiScvNYnK/sW0XHmrd6GAXXDYKUovqEcROdA9dO9SPRoK8Fzuh3m/W4r1Xifdl/q0TW3puFOqVVngavMBFlo6zISlgYSlyF/lcpGPJ+4wbVRE2NXOXqdpCAeX8kodrdoO4Puw6P+7eoqW3uFFgH09wGrcUYSWwtzVeoGobCK1A+eCHrsNKj1kiqXpkx8X9d1jkhmQwJOknLB87yJGj97F8cJnh8gx27dF46WNQXA6UgbkkZNGXoPMN4oVjtGcbxMGVRN5P4akYz/cJIk1jJqLZbhE2IqL40hTMjbWYytaoKrS109FkOeVIjU32YWzZWEtmIMstaeHmWQFpDmlhyXNceeHKs2p5vDyf3J6v2z8vrb88Db6n8DUEHvge+FqVy6ouCzwIJtbVRFm17HuGQBt8VRDoAl/lBJ7BVxk+Ob7O0bg/+Opebk3ZwWjGl13g5qbbbIHJU/J0rRa+6/k68ftsm6ZrL0L7EdqP8fy4nDfQweTcC5p4QQMvbOOFLfywgx+28MMZvLhDo7PnrF7X6SIi+hR5/ONfzqFDXyJN11x4hHW9xihd2q248RKjH163bK0dCa42L0XXtHwoSjeIr8Vm4vy6MlMtm7QUahNGEQQnb3kS+E2CcL0Y3nHibNDCD5oE1UNH7dUVoxR11MP4DXO9KK5KWxQnikd1JPVI0B3NRz7kZw9bRlZUQjqYenmjGF9tt5xtsd59B1LyfEBa2ttUkf15Phybu7LxEQBZ1is7Ymy5vc/gFAcEKHQZ6d8cRf8HbcLq8w47xNGcs50JZwijWeJohiiax/ebdWdG9Xldio2ZSxlrLUWRMBgcY2npfpZqsfw7TixPV7c8ttHYTqu1h1ZrJ83GTpqtXbSauwnDNloH5fep46yMdFhHWwhnl2xo6S4WdSOpt2joL1v6y4ZsAFFb0Zp3vpztHYqZnZrOdo+wKX+rgiAIwvmhyBN6K1Alq3QiXOnjHEIYafxAj4Ry/+IX5ybFcFNHWo9HclftBWOSMgAnJ8v6YzmiVkjLPFFp1nW5ouqRws4209otzHHPK2psJGzVLtBjbTo3AlqNjZbdsF4f4+bViOKqTTtq+6aYIiEvkrH3bst9knMWkKaUt8GiVY/l4BoFhkU0GtuYnbmK2dlHMzNzJUHQqoPGxm06lCptVmolZ/R9rxPhjgnsJi9tYlIwZRS70mUy0o5l4YqRzzFYkoElWWNCXB+snjjBqRe4ZKphUxE2IWwogoYibDghv/Jcr6yTlOeO8cLSn738253wTL5AgjqsNWTZkHSYsLK4j8OH72Nx8eusrRwjW96BN/geguH/D21nGA/1MeHDeDMPEm9bprPdI453o4vvA1ynTRDHNDsxcSskbsZEzeiSCRbKjSUvhejcOCF6mBoOr1oWe5DmltyMxOy8cOtu/9Fxo3O4/QqzcXtVdn7ZIjPzGeOVE8BoxLWyOR7paLLVclIeYfBsOSdHk+KRje3n9vXtEJ8UjwIfhW8DPOJy2ccjwmeIT4LvB7X4rb0Y7TfwglIIDxqlAO46Db2whRe2CaIZvLCNH7bx4w5e0Jq4ZzNuJ10t68ltFzoiok8RrQPm5h5dPww5wdRgzXjkgBNZbdnrRCmoah2idMDxIqHd46aj+pOuYrZdAvGq19sZHo37pNsyDXz1YGZMZX0ysjRRSpcRzM0ymWYM6wRixl7PwsSDjy4feDw/wvfCTUTxSggfe5Ca8o/KZMfGuWMkypv6sxiJ9ZP+8pNRJlk9DLKKardl9MjoszFkldCe9ciLIXltrzMcE+H7ZGWUey3Cpz03XBJTJ2s9VQFea5/Adx0qrqOlTRi2icLZ0ut9njgq7WfiOeJojjieryOQJer9/DESyxdZXq7E8m+VYvk+kmRly2Mb8TZa7T20mrtoNLbTbO2m2dxFHM2gtY9fdrSNJ72p/P2FM8daS9K39I4ZescsvSVLb8kwWDb0y0RUxyPpWpKuncjoDhDE0JzXtLdpOjsU7R2amR2auKPkb1IQBEE4axR2wNB8E0NS+rdalG9H4ppSpAUooyGhDLgprTm0h1YuNF1P5HjSKK3LFtK6gKW6LVSavq7bXkcIjwU3jea69IXVE+UjwbvYYJlSB9OU7ayJEanGYGxGmnZJkxWSZJU0WyMrhfA07Y5ZZnbJ0jXy07AI9f24tn10z+AuMbunw7IOdV2vI9GjasONhOvJaZSva3x/V7+jMs8ppK5OAYtClRYxSqnRetmSVOvaX6o0sq9bu+OGvXX7uCjbTq6NXbVHTZHXubnqEcNFOjZKeBScVtl5jtt4mjJobSTOp2Oi/fpgtIK8KOCUPx9No7FAs7mTVnM37c7lzM5czezsNbTbe+oo91Gk+6heqkjvsYqpMcZuENiLzFJkLoq9MKU9yxw05kBh65EcprCkfRetvt4mJi9tZlxAxhZiooKoiYtebzqxPYidyO43XZlXJTOsLGP8UmgPnNBeJ/mtLGP02R9ZYkxBUbg28cryPg4fuo9jx77O6uq36fUehv7VBMn/QDj8CYL8u5hwIdcD/Ln9NLZ1md2jiGINdg/WXI3vNQijmKgREXcCGq2YINYXbaefsZaigKwStAtLVlj6ieVI13J0zbLYsyz1LMt9y8rAsDrARaCfY5SCQJcR4mWUuK/B88DXbvJUjmcHaNPHK7p4xSpesYLOl/DyRXS2iG97TqS2SSk8D9EUGAIKQjepcLRclasQU5dF6/bZ7LgQo4J1+0RYNdK+rPLJ8clplm/y3NejVtbVl3LCcWDBLxQB4FsIC0WQK/xUESQQlpH1oe+i7ENPEfgQ+RD4isiH0IfIV4S+IvTA993nU78lZdATt3WFLj/TZkT5mz5dRESfMo3G9lPa/0wjoWurEVNFPBflg1o1LK8oe+ct1io8T6O9AGzsHmLq13LXMd5zpFCoMgFqJYpr7ZfThSmKX6i4h8/xXsjTZzx6ZSS2rx9qaUbCu83rkQ21SI9LLW9MTp4nZHmXPBuUInu/tPQZkmcD8mIwsS3P+mTlPlUETZKukKQr9E7hfWgdllHKbcKgRRh2SquPWaJorvR8d8J7FM4SNxaIwjmCIBbh/QRUIxsGg8UywacTy1dqsXx5y2PjeKGMLN9Fs7mTZnMXreZOwmgGTwf4fqO0YanE8rgcOit/+2eCtW7o7rAL/WOG3pKht+QiyQfLlsGapczBsiV+5CKGorYbltuYUTRnNdGMIlkrBfjlKkGVIR1ANoSVA4aVA5PiuhdAc17RXtC0tzuBfWanR2NOPeL8ZU8FU2TOU7AcRhm1dxHEc9O+LEEQhKkyHC7xN3/7P2GtGcvvVLYp1GhZ6dHoU5e7ya9HsToReHKUqtuuUTqo9/fqfQOU0i6gRwdo5STcsvk+JqKPibdjwu24MF/ta4zBUow9Qw9I0zWSdI0865KmPSeOl4EpWdotRXKXbO1UIxuV8oiqfEjRjLNhDGfKHEmdOm9UlVNGKY/cGIpCUVgojMLgY+1YjqRazKiEWpeIFTVa13rcrqTqUPDGhO9qH10m7lyXnU6NyvRER8Z4ANNmc5isc1WLMAqLVhaFW1bKoDBo5drLislRwlXUv4v839g2Phk7z8oV3hrX3p7Io1UK8pX/e23vWW4vipTB8Bj9/mF6vUMUxZDB4CiDwVGOHbtv4nPWOqDZ2OFGc7Z20+k8irlZJ7A3GttrcV3rYEPbR2s3imPiwy1xXsgjOxiTT9rEKBRB0+JH0N5G/Xlqz1kBpkNL1od04AIxhj03T3qQ9px/e9KDpGdZ2+K77YdlNHurjGAvo9mDBi6hZlxGq2sXpa5LyxsdgO9vIrJ7W+c5GLV/U4piyNraPo4cvpejR7/B6up3WOs+RJatoPMrCZPvIxy+jJn0e1F2PB+Txe8s09oxoL1jQGO+QKsQzWVomvhBSBgFxDMhUcPDj5zd1MXSJl0fTZ4XLoK8nzqR/GjXCeXLfcvKSQrlnobZhhNafQ8CrWrrE2eRYmurFK+e3LquBPDqs1cWT6tSMFe1SK6LHjY5jB0cwg4PYgcHMcPDmMEhNx8ehpO0I9ZhhyCeI4jn8Rt7CONZlBeilD/6kimvXPedj5EOoNS9lHK9QFa53xbK/Qw+VvlYFWCVh8EHfIzS7k6iUhdxbxS5URRGkRlVRt2r8jNR5AZMOS+s26+KzC8MFNblCSkM5FZRVJH+ZjLCP68tbkbv3VjXWZ1uOXBplP/iTPCrDg89ssPxqs/as3ilbc5/eErIY3ZNP3muiOgXGdOJhN5MtHfrkzYqIopfiLjPxANO/YazcUjppCBvrCk9tkwZTVNF0pQJgqoIEApMUZRR7V2XaDbrl576ZUR8PinK1w2KrAc4kTdJ0uMKupvheTHBWNR7FFaNi9l1k4t4d/M5PC+65IT3SiwfDpdZWvoGS8vfdDYsK99hrbuPJFna8tgomqddRpY3mztoNnfTau0q/fGd7UoUdeokvpWPpNbyM3Oq1ENxyyRSw1VbiuSG/pJLAjVYtQzXXGPneAQN1xiJ265B0ugo4lIsD9uKIHJDgrVfzUcP9lVjqshdQyobWFaPGLpHLL2VUqxftSQ9F8G0dtiydrgARk9aSkNzTtFa0LS3KTo7NJ2dLpLd8y/evy2TJ6PkOhsS6nTJky55ulYn4RlPzuP261OkPayZHD9+7bPeyGWPf/GU3pUgCMKFQZ4P6fUOTPUaquCfCQF//boaF/Mny4oiIUnXSvsU5zVenKh3exOCoF0L4ZvOy3wxYdhC6wgohUFTYEqxpbAKa51ok+LTzzyyNKKbNugmEatJwNrQo5t4dBMnwmwti5TPCONFdnMZZV3e0Y3mB5scZLfYuPWxlbDt8L0y2tFThIEi9jWRr4gCiANFXC43A0UjhGakaEUQBxB42nl2KwiUi3jUCufvXYrwTpw3VKPDtwxmw2JNMVk2ZuU5SoxajNpL1tTR7km6xqB/mOFwsRTXj9DvH6LfP4IxGd3efrq9/RvqL/BbNJo7aLV2027tpjNzNXNz1zAzcxVRODMmsG98PldK1VHfZclYfduRuF4K7KaAPHVBGyZXhA1LEEFjtjzU2pHgjSXLIBtY0lJIT3ouqr1aLlLIU3fO3tLm30ClR9HsYRm9HjQUQewEdz82aM+NPEAVKG1A5eBl5HaFNDtKmh0jSY6S5CskySJraw+xuvYQWebsKJVpECRPJUxeRXv4fXjFZRPX4IUpzR09WjuHtHekRM0YjxlsscNZU0YhYayJWgo/VPjRhWsxtVU0eZLDILUc61mOrblo8qVSJF/pW9aGJxbK51uKhXKaaypmG4qZhvu7M6WwW0UaVzjnAlfu/u7c32GZoxffA0wfBocxwwOY/kGK/kGy/mHy/iHywWGG/SOY/OSGyntBEz+eI2jMEzYWCBoLhM1txO3dRDOXE7f34IVNdNW56oUofX6saN09AQylJ3w1Qe0nP7nN1tvG97W2HIFixwR1Wwrsxdg+7kUpipHNTppDYUuveOOSHGcFFMbWAn5RdbSsW6785KtzrfeXL8bisSpRv3znW9bJNxaP8phd0/dFF3VD2JSzGQktXLy474HrFfVO46uwWdT7xiRHla/jxqGsbtRETp73SZIyUqdMZpvVFjT9MvK9jHrPenXku/M6dH7+w+GpZXN2SVerJKsdPB2WPl1jQ1THkgCp8eGqVSQObljrqGxyiKsqhxy7jrHK63HMH4yNx1Xb9MR5q9dad33KA2vpdveztPxAbcNyvLqIojnarT0uwWdzRxlZvocoatdieZX0t7Jg8bxIxPJTwBR2LCmaS0w0XLV0F51I3l92AvlwzUXwmBPYloYtiNuq9qGM2k4sj2YUYaTxIgijckisX3rGjonlWzHZmFLEHejs9EYNqdyJ/Hli6R4zrB1xjZ7BsqmTU9miSk5VcPiB8ZO7xFTthdJ3fbtmZqeivcMjiM7Ng2mVbX6UZb4Utythuy6rEu44MXwkfPco0irb/Nk1T1U6wAtibHEOs4QLgiBcJDQa23jec9/J0aNfQesQlK29rqtI3s3mxURZOtpW5Ov22/z48ca7tQVFUVCcZLTiyaJ1QBTN1tHik4J4FeQx4/LD+I0xW5hRQrmicOYkhVEY65Fan2HiY61PToixMbkNWUsC1pKA1aFHN9GsDTXdBLpD6Cana6twHrwYzgi7bn5yaOVsBkZWA5NzJ8K75UagnRAf+jRLIb4dQRToWnR3CTSdCO9V69W2WpgfF6lNaSOSlO2hhDxPyfMuWTaoI9fzInXJYIdHGA4W6Q+OMugfodc/xHC46NpJqz1WV7+94T1G0Zyzh2ntpt2+nNmZq5ib+y46nSu2tIepOJ4PO4yebSubGFsGguSlTYwtFJ5v0WWEeXsHEyK79tz+2cCSDkpbwXGhvevKrYFhF4bd40TA+j2sv4j1jlB4B8n1PjL9EMY7SOEdxOrlycu3Ci97DI3kJ4jTH8QbPpYJDUQZGgtD2juHzF1uac2HaNrYfB4I8DyNHyjCFk7QjxRecOGI5pWw6YTyUTT5MIdhYlnsWxbLiPLVgWW5jCZfHdjj3iP8MaF8vqWYbypmm4pOrGiGI8HWjUQZRZCHHjRCZ/uhxv9elIJiSNY7RNbbT9Y9QNo7SNY7TNo7RNo/Qto7QpGd3Fh27TcI4lkXRV4L5AuEzR3EnT3EM5fjRx3XCeqFtVB+vkTyE6HKzoOTD5099WueEOpNKcDjPrdKjK+SwLrlqgPEkhtLWhiXtNUYktzQy4esZT1W8h7drMdK1qOb90mKPv18QL8YMDADhmbIIE9IipzMWJT1UDZA2xBNgK6WbbmMW8+9xwEioguCcAnjhsVqTicKfr1n5PqESlW+gCJPawuawmTl0EvnJZmlPecnma050b2Oft9EfK/LXc91XvrBDwZHz3KtXBhE0ezIhqWxk0b5UO08y8fF8kZtweL70URiI2Frisw1HGzZqMizUiBfsrV/ZNIdNQyOmwRdQdyCqDMmlFc2LG2FH7nIKT+GIDx1sfxUGW9IBShoQ3ubx67HjMR1F53koufXjlj6i6XVTBlBX2QwLBNWHf325JsPW9CqfNe3K9o7FK35FO33MVm3jgDfkFU+6Y7E77Q3YZNSlAL42U6kpr3QJdsZyzTvBVXinQbai1GhW9dBEx200FEbHbTRQQsbxBi/wRBIiozG3KPO6vUJgiBcjHheyPzC4znatRhr0FrhKUVQJhj1SkFSUSYoHIsaVsoJNePWH5vZf0yWjUZfjuw2spMS7jcV5osMz4ucpUo05jkezqB1MPEca00+FpnsIgkLqximBpOlboi/9TE0MUQYIgobkhmfbqJZHfqslRHk3SGsDWFtaOkmm0d6j6MVzDRGUaKzTcVMw3kJl1U1PqvZ7LFCbViozVVO6jwbth3n9Ta8fPldsFTRk5Y0hyR3EbVJBsPMLQ8zS5IxsVxFbw4zN52uEO9pSs/fSnx3y5HvouCjWoR3y43QiY3NEFqRohNrfK/pxEZfEYXQ1M6XGDuyfam819O0S54P6+9g1W5x07Exgf0gWdZziWcTNxp18nPwaDS20Wzuot3aQ7tzBXOz1zA7ew3N5q46YMbztm4DVBYqW3xCkyJ7binygizLyIaGIitI+hnD1EWGJ+kyKUdJwyVSvUTeXCXbtkye98gTD5O0sWkHXexE57vwil3oYhe62I22TchbqLyF4kqqVuiEAYtKsP4SKlxGeQWqfw02b05cb9DKmNmdMXcZzO4O8P0m1sy5EaDGieRBGREflNHm00qCau266N9SNB//zi91DUt9F1G+MqgmWDsFoXyhpZhrKeYaik5D0QgoR7k4G2CtSguO0o6jEUAYlNYcykC6hBkeIR8cJT16hF73IMPuYdLeYZLeEdL+EYq0e1LvWfsxfjRTCuTzBHEpkDe2EbR2Es/sIYzn0X64IYpcH+d7/EhjQqjXkJuC3BT07ZDFZI2VtMdS2mOlnJbL+WrWZy0b0MuH5ZTQzxOK4zZot6D8vfGVR+Q1aHoxsY5peJZYK2LtE2lFqBWPnp89m2//tBERXRCEC5KRDc2pMRnxvlX0e5XMKRlLnuui3wuTkmc9knSVLO3V0e/V+VQ1LLNMfkQ9ZNPUPonWll6JVDZIY/vVtkiMkr0ClXVSnXdg4hjnSb/p8tgw0cl8CaN9nW/5bprNSizfVQ7pdJYrziezWSf4PNGDsrA5prCkA8vqIcPhbxYMViqh3JD2jt+YVcqJ5HGntF5p4oaotpxg7nkK7atJsbxMsqSDUZK1abI+SsmJ/QmzO3tkwy7poEc27JENugxWUnpLHsO1iKTXJBt0yJIFTNEh7UHaMyw9vO5BTGV4+gDa+w5af8fNvW+j1OFNG/THudIy03zkssuX4rf2Y1QQo3RMEcTkQUzmReQ6JPUbFH5E6kVkXkCqfVI0Q2tITc7A5CRFTmIyhqYgNRmJyUlNQWpy0jQjHRwjM4dITU5m8nJeTAxD/5XH/wd+9ruefaYfhSAIwkWNtZZh7rOWXUZq3LMX1fOSMaAszjrMlhK5qZcp/a+1ss7NXBs0Bk1Re+iCLX2zTWkVYMt2vCk9uy2V+4JWLjIx8OLSC7yShivv73FPbyaieCtfbVM+Fw6GKxirsThrFWMDUDFKR+QmJCfCGA+LT2Y81oY+a4miO9SsJbYUya0TyYfrJd6NDxlawWzTiV6zZZSoE8CgHSniEKxV5IUtn1vdc0Zlp3AuOB+PKsZU1gRj0faVyl7WkyojwRXj1gVOfM9yS1JaGaS1EL+1IF/5BRcG+in00/HP4uSFeE+7z6UdQTt2QuVM7Do45luabZ0Gc42m84sOoBErJ07aBGVzjHFR7JUtZp4nZbLUjCzr0usdIUmOlQL7Efr9I/R6BzEmo98/TL9/mKNH7528Ji+qbRzb7T3Of33u0czOXk0czddtCaU0zk/e2dTkeUKSLjMcHGMwXGQ4cLY0w+ESSbJMWibLdVZH3dq+86TwqVUsTzcJ/BkCv4P2Z9BqO765DF3sQmXbIJvHph1M0qZIYookQNkIle2GbHf9CWnP0NlVMHeZZv4Kj+ZMG5NRBsS475MfKBqzEMYaP+S8RZtba2uP63Fv8qywDDP3nUwKy3LPsNi1rAwrf3I3Xx0evw2yXiifb01ar7gRLxasuzFUQrlHgp8fw8uOYpNj2PQoZrhIMTxGMlxmbbBENlwkH66QJyef40F5IUE8ix/NEjScF3nYWCBobiNsbidq7SRsbnMBLF4pjle5Mzx3vz5XFNawOFzDYDBle9zUyYuBct24pAllB101N/Uzvyl/z0aJj6u2PdSKwsT+tvwMTX2+8lXcSNuqbPxcG84PmSlYSbusZH1W034tiK9mA7rZkF4+oHe6YniJrzzaQUzLj2n5EU0/pulHNL2Ihh/R9EMaXkTDC2j4MU3PlYWe7/4W0Xh1jgvt8mSgCZTPNXPzp31dZxMR0QVBuKSorExONWJ65P8+bkEzaTtT7lmK1G55/PhxX0ZbmZWtE7aryVTnKMVvU4vtdmLfkaA+GrY4/vp2rEFQloxdWzkmS2k8LyQK2wRBuxyuWSX5FLH8TDDGkg2hv1Rw4N8LjjxY0D2ytY9jlcAzKu1XopZyHo4Ni9auQa59F83jR9MRy60pKLL+ZJR3Fdld+4BX66XlSWmLko9FfRelpdKJUEAYusmaNsZchSmuojBXY4qrMOYqrNkNdpaieBJF8aTJ61UJRXSELDpGEi9TaDBKU4xPKAqlKHDDS3NrKKyhMAVFYsmHBmMNxdhD8abXaifG/5ZXH7B+tE3VvmtteK/H/+zMrhi+64RVJgiCsIE777yTN77xjdx22238zu/8zpb7/dM//RO33347X/3qV7nsssv41V/9VV7zmtecvws9CdaG8Po/zYEFQg+C0uPazV2CscB3EY5BmXDM8yDQ1iUn83DJ6erEZE48D0px3PecyA7lr1T5zKbK5y0NKOWCHkbCvEVjUaooxXdbJ6r0tMsjhTWloF+qqioCFWOUixwvrIe1Hsb6ZEbTTdy0NjCsJdAtBfLVgYskp77CzUdRVQn65kqBvF5uOBE2DlxiuNy4jn6U8zr3KiFMKcIQYl8R+qqsO5fA70ScsyeRMz3xcewIxi0JnKevS8i3qT9wZXNgR2XVr/5Ilx8JVXnhEvBlufP8Tcp5mrnlicj4UpQfltuSbJQEsIoQ3ur5ydcuar0dQyd21hkzDY+Z2Geh1WBbx30P/KYioECRgs1QpOywKVle5mUp0tJ/PWWYrDDoH2E4HBfYD9PvH6EoEtbWHmZt7WEOHZq8ljDo0GztpNHYgTHZmDB+iqL4GIHfJAxnCMO2C/IJ22VC3Ba+18HTLTzdwtcdtOqAiTC5Rlkf8LBGo9GgfDzPxw88PC8oR2jmgCFPPPK+R9rX5Imms91jZqfGWmc9U+SWpAteqIjaLqjFj8po83P0DJ5PeEk70TzNR6Mm8sLdG5wobuvOtJMWyj1YaDqBfKE9sl6ZjV1nWmGVs4nKetjkKCo5huoeI0kX0dkxVLqISZcoyk6QIlkun/NPBYUXtvDDFn4040TyeK62Wwlb2wibO/DjWfygiRc0SnE8rMXxcy2Sj7Oa9vna8l7+feVh7l/dz7fWDvKd7iGSEyWkukTwlKbtOzG86UflFI+J4CENP6zLWl5Ew48JtY+vnUWtVk4E10rhKY9Aa3ztE2gPX3n42sMr9/PKye2rJ8rdSLNzmxPyVBARXRAEgXH/d07L//18Moo0XyeYwzpR3e1TdSpMO1L5UsFaSz6EQbfg8P0u6nx5v5mwZJnZpehs10Qd5/0YNgxe6EY/uLGgGUoXKJWj/QzPL8tUBmTYIiXt5iTGWRWZIseaDFsOE7dl7gBbjqSw48vVttIH1pbbq222HHlRLbv1cr8io7C2TJ51+uQoEuWRak2qAzK/QeZFZIGbp15AqkNSzydRAan2SJVHojSJUiRAYr9NYh9kaA1FrmkPZ5kfbmNHspPt6Q52JDvYlmzHsxH+8Ar84RU0Vs7oo506V2SPjAdzQRDOLvfccw/vete7eOITn3jc/R588EFe8IIX8OpXv5r3ve99fOpTn+IXfuEX2LFjBy9+8YWT1DjJR2pQWript0GQO1WBrrJ2AdC1B3bgOcuNoBLnPefVWy1X1gR+We5rJsRmJ9aX+5TnUUqR5yOhq5tAN7GsDcZF8koc39pmzPfGRPJ1YvlMA2K/FL/KKFW7LlrUWkWgoR05O5HAU+66y84Hz3M2OJc+J/ce7bhwbsf8fyfWN/EHLpPnFdVknYjvoknXnbcsq8R45V6Y3Fh6KfQTF8neSyzd8rtTfWf6qfucT0Zob8dVRLumE8fMNBouor2p2N5RtOOCQOeENqVhE+ZMCqaLKQYYW/mvJwwGxxgOj9b+605cP0SSrDjBfHmN5eVvblmnQdAiDDv15KwiW4RBy4njQRPfbxIELfyghafLaFTlobRX55xSysPzI3wvRGs3YtYl/3UjlxU+1nhgPbA+1iiK3CUrLdKyU6WwYEAHEM5YWrPOgsUay7DnRlL6oaIxrwiqaHP/7Px9FOtE8tyUIx7K0Q1p4cTw5YFltW/LkSejUSdrQzuWeHFzKqF8oa3qyPKZyNAOeoTZUfLkKMVgEZMcwx5eQmWLJOkiw3QZsiVsuoI91RwQSuOHbfywgxd1yuU2ftTGCzul5cqsS94ZzYxGgnoROohd+7SKIC+jyZU+vw3xzOR8Z+0wX1t5mG+s7uObqwd4sHuII8PNGxVVjDSlvdhoFBLVljKv2WidDcdMrsPoXlyfrzxpfb516251tLdS48duvq6VLiO/IxplBHijFMhbvosUb3kxnSAm8kInhjMSsQPthO9AOaE80P6Y2K3WieHuOF95F5wIfqaIiC5ckljrPIbHgnsn55TJXTwXHaqqZBaCcBEw8vKc9pU8crDWkg1zeouLHPnmKke+7bN6aA6Th/U+fniIqPkZ/ODjUDzI2oGU1f0F2MlkZef92oGcBgMWGKp5hmoXA+YZqgUGap4h8wzVPAO1wCBYIFctoECToEhRKgUyrMpAZxiVY1VOobJyyslVRqYyMpWQklKoFEOGUSlGZfVkx8osVciXKTMPHT+p5nLc5eF4H1DGf+uAmJAd6Q52JrvYnmxnNp1DM/bAVw4DdOvVsku+64YLTm73cMl5PVS5v65butXDq4tWHPfWpb6m9Q/Em5VV5aPVcotVbNsen8EnLQjCI5Fut8vLXvYy7rrrLt7ylrccd993vvOdPOpRj6oj1a+//no+//nP85u/+ZsXlIi+va34zZ9p8NWHUwJtsfikZWRmVkCWO9HJzZ2tQZq7eVVW7zu2nOYje4/NPbArzuw329ecUPACJ9KP+5GvjyiPfFtGiFaRyra2XTHWvU9Pu4jzKIDY17XAH3hVIr+Ta+O4TvVyFKYpNvFdmVzfeM7jvMa6fTeMyjqFc53wdZU+7TbdySXyO3lB/vhi/Lp9jItGruxhivLzroR5FBSFoZ9CL4FeaumPCe2rZQdNJbQv9y3LfdhSaPdK65g4ohPFpXXMLueR38iZbxa0mhmdRkKHFJN3sWaAIkPZjDzv0R8cYTA4RpIs43vxSBQPmi5yPGjhaQ+LRSu/FMW1E8iVN5ZvKUJrv5xK4Vz7KDW+fvrCaqUL1Hl7jMXkUBSWIgHluVGhQaTwwtPTBKqRDRNCeWm3khauY2Slb1jujz4rJ5Dbk85hANCJXcfaTGxo6xVmvCU6HKJl9xNl+zHJImZlCXtkCbIVyFZJbMapSONK+/hRZ0IY94JWWdZ2UeRlwk4/bJeWKk4c115UR4sr7aM8f/R5av+8C+Tj5KZgOe3x9ZWH+frKPh4oo8v39o6SmM3bIHNhiz2NBfY059nTWODqzk4ub24jPM5I7hONOj0bnO4rKKjF8ED7BNqvBW5fjaLHvTJyvIoKr8RxwSEi+pRJB65neqwtPdm4VqPnirF8OBPrdc4cLh4huOqRx7Kl2O20FbupCG6sy/pdPXRQaTDrz0cVlTHhhlF3/asyWsRlUHdJ+LzAPZCqUmDXWtVCey26XyT1LAjC1pgiI+0fc17V/WOk/WNkg0WywRLZcJlsuEQ6WCEbLJP2GySDHyBLn4c1o+SPSi3ih/+dIPgo2vsGCtjiOWySsQibqlHh5mUjY/2y9stjfFA+Fp9EdejbOQZ2lr6doW/aDGyHvmnTL1r0TYtB0WBgYgp7qj/3HoYm0Jy8b5rxPU4na8EIiwGVu4j8ctLK4HkGT1t83w3FD3xL6Cmicrh5I9DEviYKXLKuqjzSikgpfK1HkYJa4ZcJ6dzw9VE8hy6jN7QuozoUqLLprEqxvVpWpd9tFfHh9lfHb/DY46xucVzYlN8WQRBOjVtvvZWbbrqJ5zznOScU0T/zmc/wvOc9b6Lsxhtv5N3vfjdZlhEEG4WBJElIkpEEs7q6enYu/LhYbO876N4KwzxAeRqlfGLt0dIeKgrwPA+lqwg5D+2531GtFJ7nlZGsuvS+Ht23C1MJ7iPxfdyGY1xwH4nz60T79fuUwn51a68E9NBngx/5+HIc2NpupYomr2xX0hzywuVE8ZUTz2JfEQaqtKhxUea+V/22jdVeJYibgiJ3wrgpMrLBMtlgkXRwjLS/SDY4Vj/z5MkqebJGnqxh7Wajojb7fTqRGL6V2LP+uOPvPdq6yfZ1r+lHHeeb3N5N1NlD3NlD3N5DPHM5ftQ5b3YQqnzuOMFeW26pRNnxDpTc6Dp6Oc3HhHY7im7PckM/U/RLkb2KaF9LXBLJ1aFlkDqx9/hCuybwItpRTDuGdrSTTgzt2DATF3SijIVWxtzMAGv6KJvh+SG+F5a2kT6e1niej1be2NwJ4r72QJ2fkRBKuXa99oAQTkeCNJuJ5Mb54qe5ixRf7huW+6OEnd3hyKapn574NapEv1VH2mwDZhvQtEeIht8kHNyHWb0fs/ot7KEDYCdHsRyv+aG9qLRQ6eCFbfywVc7bThyPOvjRHEE8iw5aaM9De+GYOB6WQrg3Esi1X7Zj/AtKG8lNwSBPeah3hPtX9rno8rUDPNQ9wpFk898vX3m1UL67Mc+e5gJXtXawEHVoBw1mwgaxF5ZTcElFVQunjojoU8QUlrXDhmxY/nCpTZ49NhHQx29SW4nvSo+WdfU3XgbUVdvUeFn5dDnxOifx+jDq3V0vdhtjRwGGpyhyTyyPvb7FoqrqKlWPqhOhut56XZWC91i5xWIyalEc3BAua1zPdD50wr0df1HGzqVd5mnll4K754Z5qUqEHxPca9H9AvpREYRLmSJPyQZHSfpHyfqLpTi+RDZcGhPGl8sEN6sn9PKzpk2W/Qh5+jyKYnyI/JAwvoeofQ9Rcx+e10YHjyWIn0zUahG12wSNtktU6fku+sYLXYZ4HWJUiFIeBg+UR4EGfDKj6KUeq4lmLdGsDdy8myq6iaKfVhMMMudzeioYUjLdJS+nTPVGy+Xc6iENXxN5EYFtEBATqAjfxnjE+DZEE+HZEM+GKBug8VE2AOOj7Gg4rbEaY7TzGzUuMZHzG63EaQ02hMK1AyqN/lwamnhlwrTxuVfe112ZLcssnnYNYK2r/ajLvLEyrZ1Yr9W49y61yDG+v1+doxT4R2XuuF2hZiaU3wxBEE6OD37wg3zxi1/knnvuOan9Dx48yK5duybKdu3aRZ7nHD16lD179mw45s477+TNb37zWbnekyUfrnDvn7/ErSgPFbTQfgvlN7B+C7wmud8ErwV+C+u1wG9j/TbK74A/45Y9F81K2QFN1TmNQikPtCJQHoGv0aGLtnOd2JRD36t20tjEZtuUs3oz1EJ75EMcuN+2kRA6sl1xXsfV78DWtis+Obr0YR+PFLdZQZ71GPSPkfSOloJ4GQiQrI5E8XStzl0yzVFx54uke5Desfs33eYFLee93NxO1N5J1N5D3NlN3NlDNHM5UWunS1J4AYiCXvmMMFJrNra/i7HvlBPcndCe5JY0c50/zu/d1h7xKMgKwyCBQeoi2muhfQirpXXMsDx+qW9Z2iC0V2EUMaHXoRUpQn9kebTe/qiyTaq+16FnCH3j9vXd30roV4ERbv/qeUupsn099jfHxN+fmvi73LAfm/39bvxsjR23Wxl5lCe5ZZg6YXypZ0ornbK+BmXnxNAJ6Sci9BgJ5E2XuHO2UY0IUER2lWT5fvKVb5CvfhNz+FvQ+zYUrr2yXiRXXowXz+GHHYKoEsRb+EG7FsuDMjmnDuIyOMfH80fCeCWG63FhvBbIL+zn0bTISU3GStrn/tV9fH3FieXf6R5mX/8Yw2LzboXZsMUVzW3sbsyzqzHHZc0F9jS30fRCJ5gHTSeW+wGxF0oEtrABEdGnjDEQxM5/q/Y3Hp+Nic3jhXZsv5EYPSozxWhbUW2riuz6hXXbFU6o3urGWdmhjF3SSHAfXexJidzr1if32zriwVrncZYlliyFPLHkiVvP63VLloy25ambV++1TtwXu+FbfgxBpAhilzjELYMXuc/H80oh3oBJJgV3Ww3pt4yJ6KXgXkW4+2XCwGq7N7YsgrsgbKDIE9LeUdK+m7LhYimKL5fC+EgUz9JVTDY4jVdxSW68oIUXtEHNkw6ezqD7VJLed4GtYq0trYU15q8Y0tmRo/R3o70nEjY0jY4mbGr8yAPlkxqP1PjkRpHklrWBdh6Hq27IZi+FXjKKEOqnMEgtg5OJYF9/9TrDegNy3SNhhYFadoK4mhTHc93FKPcCHb/FXNBhW9hhPuqwLeqws7GLy5vz7GzMMBs1iTw3vA+rqf3+rC6Fgtq9ryx3N2+FcvfCct1Y12jL7SjBlxve6pIkVRF/1VD8bCyiLy+H4OfGRfvlxejYbCwCqGrwZOW2vCgThlk2jRIvjPtNzCaCd7YSFc6/2PCSpwU8/4nhiXcUBOERz969e7ntttv46Ec/ShyfvBXUZsEwm5VX3HHHHdx+++31+urqKldeeeVpXPHJk2c9lPaxJgdbYNJVTHrqEfDab6CDJtpvooMGym+i/Rbab6L8Jipoov0OKmhD0MZ6HVQwA34bg0+hAowKqIesUkbSoLF47ldC+WV7R48lnHSd3cPMtR2qDtTYz52A6Fk8VeCrAk8VeBR4uqDIh2TdRZL+UQaDRdLBIvlwlSxZqaPE83S1TuxttxCJjocXtFzivir6NCztGsJW+TzURK0TjTYfdbV+uJXdULb+OLXZcZt87Sbz+2xO3f6caMQasrRLPhY0kQ4WyQaLmHzoEp9nPYarezc9p9K+E9kbC4TtnUSt3USd3WUk+2XEnT14YWsqvs0brlWpOoluNCqd2MeMC+3lM5VbVnU0e1aM2cZUbXhryYyLWO+Xz6zdMaG9imivrErS/vhndXaenSo7olqMr338x0R6Td3ZFJY2RmG5LayTD6tR7oPy2Mh359Gl4J7mlqWeZalvWe67ToS1ZCSSd4eufk5EM6QWyKt5J4ZOpGjF7rWNVWRZQtF9iGLlG5j992O736Tf+zb94eHNT6w0YWu36/Bpl9/JzmWErZ1uZIUqo8b9CO3HIzsV5blgnomo8Qs88dc6rLWkxonlwzxlX3+Rf19+mAfW9vOd7mEe7h/j6HBl02+drzwuay5wWXOhFMzn2R3PMR+3CXVA24+ZCZt1hHnDF8FcODlERL+AqB9eJ2fn8hWnfk5rnOidVUJ3Mr4+KX5n69bPFFNA2q9++E/uB1/7EJTCu1+K7E6AVwSRE+X9SLlEJEHpq2aUE+/HItwrC59xwX3k0W4xZpkiOUSWHCYbHCYfHCEdHiEbHANb4Pmx+5EMGnh+hBc03OQ30EGM5zdHZUETHTTxQ9eI8IMGygtFsBemTpEnDFcfZrDyEMPVfQxX9zNcO0DSPUjSO0w+XD71kyrtGohjwxS9sPRlDDv4URs/dhnh/XAGpWbJsyYrBzss7m2xeiikyEZ/G805y45HKxau0OhgG1iNHyqiNkQtDb4lMYpuanhwv+GbRwz7lgyHV3N66clFpqwnDixhkKO8hFz3SdQqA1bocow1c4SBWqmFcas2JiQLlM9CNMuusMN8OMt8dDnb4g474hn2tOZoeTENP6TtN4j8gEgHhJ5PpAM3vPY8UCfZgokkXtVUe4SO7zux3U4k76rmlVhfjXKqorNM1XAsh0YX6yK4bH0eOzqfdSPGquWiHEk17m1amFGSMWPWl5evO7atqOej1ylM5YXqItIFQRBOhi984QscPnyYpz71qXVZURR88pOf5G1vextJkuCty5S+e/duDh48OFF2+PBhfN9n27Ztm75OFEVEUbTptnNFY+YKnvGKj7P88Gcp8iEmTynyASYfUGQDiqzvprRHkfbIsx5F2nXLaReTDwEw5TFw7JReX2kfL2jWUyXGe757ptZBCxW08IIOKuygwzY6mMELZlB+jNWBG4VmU5ewb3AMMzxGka6QJiv0h6u1IJ4nThAv0u4JR8htfq2BS9wXzayza2jjVeJ42R7w/eZIRFPUtnGUntOVEKd0aeszMfp5bFhyXViOLDtem+I4QVGTJZvsd7JtlfH9rK2/L0U2KJOy5+RJl7R/pAzAWCIbrpAny7XFTTZcwZqctHeYtHcYjv77pi/lRzNOaG9tJ2rtcpYx7d3EM5cRdS4jbCxcMNHsWil0mSCXADar98qmpH5GKiOws+L4/uwKS1ZUgSBuezbhB06dkyAvRvkJKhul9fkKsvJ1KqoyNuQsODsivaddvWjlrv9EZ1VAO56MJJ+NFZ2GE8pboUJrVT7TOUsmYw0Mj2BXvkG67wGStQco1r5F0XsYzOb+Ln40QzxzubMjau8ibu8h6lyOF7q2vR+13X3JmxTML3aMNaRFTmIyUpOzmvZr3/KHeofZ2zvK/v4ig2LzepsNmlzR2s7lzW3sasyxM55lRzxL7IWE2qcZxMwGTRp+SOxFxN75a/MIlx4X/1/cRczef8vpHjNuqHigRpYhVUS2Xjf8qBybpNZt21A2vt/Ytsn9zu6PuilGAvco+nsUFZ6NCeTj66cRQDGB548J16V4HURqQsz2IzUqC90ci7uGoXXR7MNSpB+6a8uGpXBfbs+HpciSuwjKpHfywrsXUEe3+2GB9gZobw2lVrH2GNYcAXMQU+zH5Hsx2V5geGYVcyKUXyb+iFBelQTECfOe3xjryW44wT6oyp0w78T7caG+4YTLoIEOW2USGEYdQtVc/OQfURR5ynDtYQYrexmu7GO4tq8WydPuYbLhMif8O1K6FsS9sI0ftCYipvw68/sMXjTrHi59l+19/VDFKiKjyDzyRLN8QHH4Acux7xjSsXZr2IQdj/bYfrUmamqK3HWg+THohsL4cKhv+cb9GQ8tGvYvGQ6v2i2TiGkFzQgaITRCSxQYtJeRskqfFbp2iTV7jGVziGVzmDWzWo032pLZoMW2aBfbow4LUYf5qMV81GZb1GE+bBF6AaH2aQUxLT8mKtcrwXzaXn4nl7yr3vuUzm2trUdn1fOtljeUuXqvBPvx5SoB2Lhgvj5hmBkbPTY6ty2va/J1WbesFVy1TVR0QRBOjhtuuIF77713ouyVr3wl1113HW94wxs2COgAz3zmM/nrv/7ribKPfvSjPO1pT9vUD32aeH5EPHMlJh+MPL5Lf0hrDbbyAVN2fBite9i01kUeFwlFVonvfbec9cnTvotKTrsUaZ88qwT4HtiiFF2dJcqpodxzst9w50i7rPctPplzuCjxUhSPy3n1HBSWIlroRH1VJmxSZWy2Ui7PCmVOFedlXEWphiPrBrXO2/gCEH3PBdYUGJNhiwxj8nKeYrKh+z4UCcbkmHxY5sZZIh0uk1dC+7DykV/CFmn9vRgsf3vT19NeVFrGLBC2dhK1S7uYzmU0OnuIOrvx/AbKCzZE/E8DrRXhxGVs/A6s92evIton/Nnt5DOPMeuehXAr9ej1MqLM2kqvULVFTS3qFyOBvx5xWEXVF7YcmTjKTbBBpB8rr0Y5jt7TpGjv6dKPfJ0neTtWtCNFo/RSL0yVz05hlbPv8xSooodZ+yZ67RvY1QdIVx4gW3uIIlnZtN6VDlzHS3sPUXunE8tnLidsLqB1WHaGtZz1yphgfqFjrcVgy2dmi8FsUmbrCPNhnvBw/xjfWN3HQ90jtVh+ZLiyaVvIU5rLmgtOMG8ssDOeY2djjlYQ4ytNqAOafsRs2KThRzTKKHMRzIWziYjoU+RrH0/PWEQ+EzYV68fFdjWKkN5MvDfFSDQ3Z2hi6wWV2D0Sv4N4JIL7pQgehJMCuT5xxpYNVBHhYROiljqpBxhrneA/Ka6PRPasn5H2E9JhUXYm+Jg8BDRFBkVmYQ2cZNQqp91bvJoBtYbWa2jdQ/tDPD/FC3K80KK0AZuBzVziH5thy6leNinYtCxLy+0JitKgvnYfHpuratsaitUtto/WlTMK2ny78sqe8XBsHuL5miCO8aMmfhTjh2UjoIr2qSOGm2U0cSWWOmH0Uny4v5gp8oxkbV8ZSf4ww7UDo0jy7iGywRInEsmVFxI2Fgga8wTxfDmMdp6wtYOwtQM/mnVZ36ukNl40keG9TnAz3hjc5HtSZJZsaFk7ZDj49YKj3y7oL42enj0ftl2l2fFoj9a88+4uDCSAaVke7lm+85Dl4SXDgWXD6ib9XKFv2TVr2TFT0GomDOwyK+YYS8VRlosVDmYrrORuSrPjZxgKlM+OMopiezzDQtRmPmwzGzaZC9uEnsuoHiqPyA9p+RFNPyLUAZHnE2onmj8S/2aq5J+nN9jqzOtrPMp+IlH2OtF+43ZLM3rkfV6CIJwenU6HJzzhCRNlrVaLbdu21eV33HEH+/bt44//+I8BeM1rXsPb3vY2br/9dl796lfzmc98hne/+9184AMfOO/XfyK0F9DZ8TigFOYqL3BrnKhuxzzCbQHGOJHUZJgiwxZpue6Ood7PYinqxxOrnJKnykaONXkpvDuRtcid8F6J8EXmxHYXBd8tl7uYIgFsHSU/8V78BkElhk9EjHfGAgVcpLj2Y+ofhwql0dplRqyix7Uf49WR4yMhfNLb2LsghNpporSHpz0XCbEJLrfX2PemnJsiw+QD8rRfl+XJKmnv6CjXTrLiLAUHS2TDRfJkDVMkJN0DJN0DwFc3uyKCeI6guY2ouZ2wvZO4cxlRZzdhc7t7Jo7n8cI22rswLDhOxp99PLCgeq4x4+t2cr/x7aYenafq0XkGyjw6k0EJ64MhzNgVjYT6UqAvy5Vy1i1gXUeAdYJ6FV3fDBVxAKYUyauDJ3LnaGcD45NDsp9s6d9Jlu8nWX6A3sq3SboH3XDFTQib24k6lxO1d43sgTq76+A1P5rBC8pR5qVofi6e308kcBd2tG6sdbnkbLk/pl7ObUFhDcaacmSnocCQFTmDPGVgUoZ5SmJShkXKoMhIipSkyBgWGUmRsZYPONhfYv9gkf4WFgOdoMGjWju4srWdPY0FdjbmWAjbaKXxtHYR5n7ETNCk6UdllHlIcAlE5gsXNhfVN+zOO+/kjW98I7fddhu/8zu/s+V+//RP/8Ttt9/OV7/6VS677DJ+9Vd/lde85jXn70JPkoVrNKtLdtQDW/XOls9Mavz5qYpus+X9ufoRGU/SObZ9E1u6DdTHHdfj6wQnGUcxivyuxW/WRYiPIsLHBXOlz4JwUf4A27HJrVcV6n4Q66Sr5fs3tRckdeJS13FgMEVCnh0lHx6mSA6TJUfJk6MUyRGy5BhFskieLmLyHlCmWQkhCsFaDbaNtbOjycxi1TZQO1Fsx9o5rJ3BFG1M0cQUEaDBzmKKWedtP8WOlrONUkfwg7vx/M/iB/+CUqcwbFVptB+VVjYuQr6K9nEifGNi6G0lxHtB0zVQguZYNnIXwXwx9OhPE1NkDNf2M1h5mOHKXoZr+xl2D5CsVSL5IicUyXVA0JgnbG5zjYZSMA+bO4haO/DjebwgwvMbeGHT+UyWGeBHUeSn13gwhSUdWPorhsMPGI58q2DtkBndVxXMX6bZ8WhNZ48mSyHLLPvXDN/pWx7uGfavWo6usWmUeaMxJGysYqMj9P19LLOfvUWXbn+N7lrvhNHkc2GrHG4454Ty0EWUzwYtmn5luaScYK48Gl5EK4hoeJGLLD/PFizCyXFqUfYTR56DqxEE4ZHMgQMHeOihh+r1a665hg9/+MP88i//Mm9/+9u57LLL+N3f/V1e/OIXT/EqT4xSzov8dGwLJsR2Uwnp1bqpRXgnvGd11PKpRr9ba7D5kDwfYrIBygtcMIjfQGkPawqgDM+tbFDGAwE28zWuAgS89dHj8rt/tlBKobwAvICtmgWbR7NndUeLyYcumj3rk/TLBK/DZbLBkhPZy2j2bLCEtUVpJ7NEf/GBra9LB2MjLtvlqMtZ/HjOPU9XU2OBoLlAGM/jhc3Rd+Q8BlEo5ZKAnsSep3xuMy68rxPqJy0B7cbtG3LzjIn0Y0K8UiMf9chXBL7CUxabLpEsfp3B0jcYLj3A4tK3GKzsLS2iNuIFTaKO886vrX5mLsePOm6EQhld7iLLI7yyA+xUqCK4kyIjNRm5MZsK3JWwXc2NMRNR4LktGBZO7B6WfuPDIiMxTuROTEZa5AyLjMxkJPVrjubp2H6VDcvpoFHsaS7UgvnuxgK7GrNEOsRi0UoTeT4NP2ImaND04zrCPPQuKjlT2ARrCihSbJFDnmLy1K076wpsnkKeYouU4KqnoOPOtC/54hHR77nnHt71rnfxxCc+8bj7Pfjgg7zgBS/g1a9+Ne973/v41Kc+xS/8wi+wY8eOC+4B8YOpoe9Dy3fZ2FuBohkomr7rEW0FrqwVuEQZVS9wleW66hX1lCv3lMt74+lqlJSdFNfLIOHx9c0E+QlRflykN3biWK3HosfD0v/7HPxgG2MnhPHji+Ou29gCygMbgvKcmmGqYWI2Jy8yVLpIPjiEGRyhGBwlHx6hGBwhHx4jHy6Sp0uYbI2T7khQAV4wjxfMof1ZvGAOL5gZzSMXWaCDBtrz8LygtFEJ3JC+MsK8yJ3VRJF55KmesJjJEostJj8jON56VTD+2Y4S007sd4J9jvc6E9uqrv9NHpSs3UGW/hhZ+mNAQRA/RBh/jTC+F+0/iFJDrBliTeKGVxbJKGmSNZhsUCaPXDq5z+REH5nyyl7/eNJTPmg6UbcW51to30XTKz/C80IXXV8OjXXR0WW0dBkx7fmxE4OrYXgXoA+9KXKS7gH6yw+RrD7MYO0Aydp+ht2DpN1DpIPFE/WyTSRhGkWTlyJ524nk2gvxw1ZZ1+Ww4vJ7f7aTM1nj7JmG/YIjDxiOPFiw/LChGHuua29TzF+jaOwxDHLDN5Zy9v275VACR/uKXrqJ/KlT8vAQfX8vS943WfW+TaHLcPSMTTu7Au3XnnzVfFvkknnOBg2U0uS2QAFauYgKF1UR0/IroTwg0j6hF0iyG0EQBOG4/OM//uPE+nvf+94N+/zQD/0QX/ziF8/PBV0AKKVRnqY0hT5pTin6vYp6H4t+x5qRnYofj5759XobFa+OHhcuTM5eNHtKNlgm7W8ezV4njC3PlQ+XTyk/kPbC2vKnGvHghHYnuNcCfGO+fG5fwAviUnS/MJ8xdR1FfiJO3frPmFJUzoYMVx+ke/gbrB29n/7iAwxWHiLtH93ipfTIpqfyLq8Sffqhs56MOmWkeVznGTjVdmBuijpyOzEpvSyhmw0YFAkH+kscHC6R5BlD4wT1tMjLJJyVwD05H1YCeZGRn7LN1MmjUcR+SKwDYi8k8sbnbrnpR+xpLLCnOc+2aAaLi4RXqHq/2bDlIsxLwTyS4LczwloL+RCbZ1CO1iIv50WGzTNsXmov4+J1JWpPLGel8J2V+4ytl+eiSF1y8Dwbldfz3FlZFNkJtYZxOi97G9G1zzyHtXRyXBS/1t1ul5e97GXcddddvOUtbznuvu985zt51KMeVUeqX3/99Xz+85/nN3/zN7cU0ZMkIUlGw0hWV089+/upUhiX+RkUKymspFCHRq9DYWmOCerNSmwPXBKLVqBoBxD7LqGFVuD7TmwPvJHA7mmXXMQvhyaNfpDOv7BX9xZvJY4r5SLLGemxpvrh8SzKB+uBVYrcWgZpzmpqWEsM/X6X7qBLf5DQT3IGKQxyj2ERMbRNhraDwhIBsY2IaBPbnAhFbENi2yJmhsjOE6tlItZohIogmkGHM/jhHF7YwQtn8YMZgnCWIFrAD9toHWCNj9IxEIEKcH9mHuCVD8geLtpc10PNbD6KhldKETZAtUbWOazzx5+oyw0Lm23coitgk8KTPd9mRU5Id9E6AMYUtehuCkNv0bJ6CFYOaIZrHtnwGrLhNfR4AUFsaG/Pae9I6ewYEDUzgihDeSnYNUzhIntcgqkBJk/KIbYJRTHA5KmLBClSJ8Dnydg8Hc2LxN3QAWsL54mZ9cg2Dyo4q7jGUlAngakirZ2gHI6isL2gtC4prXD8clslQPuhi1DxolKoD8v9S9G+2qdssKW9o6Xdyn6SynKld9g9HJ5QJPcIYhflUgvkjQWCxjai1g6CxryLpig7Hty1jN7P+Uh4Y62zWUoHhmMPFRx6IGdpr534TL2mJbo8Y7At4SuDjAPLluVDAcOsCXbj9Q29w/T8h+gFe+n7DzH0jpQRZyNafoNt4UyZtLPDtnim9CRvuwc/LyK3BZnJy6h0ha81gfIJPZ+236DpR0SeX3qWP3ItWARBEAThQuJsRL9fqj7j55LKVqKymzCV9URpH+GsJkblhTVYLJnJyY1xIwdKnLlbGfU/9jEoVP25jH86qvyv2n+0vPlnOJ4MdfL8GrwIvAgVdqBJOfIhxxY5yuaERY5vcqIqaCgbYm2BMgavSLFpF5v1IOtj055LlFomny2yvrMRyvq18I41rp0zWCxHip4c2o9L+8wOQenBXwvujbmJUaRBPE9UPvejvNP6btuxofB1zhiTl220DFskFKVgZ8qOB1skmCIv23BjHRSFi051xzuve1vuN2HpNDbCxJSJZm3hOiqKPCHpHsSazYd++9GsS/TZ2U3U2lkn+vTDJjpoOFumoDFK9OlHp9whUVhTi9tJkTEoSrE8T1nJ+jzUO8KB/iIHB8sc6C9yYLB42lHfG96f8oi9YJ3QHbqyUgSP/YBYr9tWbg+1T1COjA20T+h5aHQZ5W9qaxhnD2OwOJHdWItSyrWBdMhM2KDtN5z4Xp5b7p3Hx1oL2QDTW8L0Fsv5MWz3qFvuLmL7S5j+Eqa/gu0vn7kH8/lA+2VOD9/5rY4tK31hdPZdFCL6rbfeyk033cRznvOcE4ron/nMZ3je8543UXbjjTfy7ne/myzLNk2ac+edd/LmN7/5rF7zidAKXpb/OD3Toc8O+mo7fbWDPuVcbaevdjFQ81g8ehn06nv75mJ7qC2tkAmhvVXPoR26KHdvLKo90BD4I68zrRR+KbBrr0yUcQrvy/XEjwnj1vkKm8JZKxSVcA6Y8rnGVkKyshgNxlOkhaWXG3qpoZe5eX84oD8cMExyBhkMMs3QRAxNg4Kwqllgppy2oHy9AdsZqO0n+86IckOEpWEtsYGGgaZRNK2irRQtpek0PGY7PrMNaATajQpQFq98zNLlVPmz2SrK3ladCBaTQxnc4qLO67k9KZuek05uv+l+W3/am25Rk4tO8HcdBgBeFfVT7hc3YXaX5fInQDawrB0xrBwwrBw0ZEPN0sMhSw+HKN2mvV0xs1Mzd7mms13TmLGEEXihQenq4cuUIymKUcRQue7KTflQmY1FELmHqyLtuwfSbOjE+HxcpE9KQX44EuOLvIwMyUcPYNVU5BhbDvstMnc95Xyc+vgthgFOA6U892BcPSDXIvk8UWsXfmMBzwvHEsrGdQeAE8iD82aLUzWsMpOTmYIkKRj0C1YPFyx9U9F/2CdfG0W1517GwdkjfLO5wgHtoXs7CFbnN5y3UEN6/l76/l56wUP0/b3gZcz6M8z6M1wd7mJ7dC07mjPsiNosNJrMR008rSlMQW4NhS3qP01PaWexomDGb9YWLGHpVR6VfuaCIAiCIFx6jKLfL31GHspmJHaX64Ud81rG1j7KpvRRdtYTBZkpMNaQmUmhfNKT2ZIZZ0GRFM5+IjU5gyKZsJ+oghao/lW1FD5qtowL5Ou2KbW+1E4I7vWeauyYDcL76N/6TFWOsYlXLdte1i1H2qfhBbTDGZrN7fgoNBZtLT4Qao1nC2Jr0dagTe7albZAZ0Ns1sUmPWzWw2Q98qzvvPuzSnDvTXj6g0vAm+ZD6B/lZFsntUVm1MGPZgmiDqCcqF1H4+cT1khmvN1Ut6fc/FQiUc8VygvLBLDOisUl+rzsrCb6tNaO7FKKjGGRspYN6OcJwyLl0GCZff1jHOgvcWiwxL7BIovJ2qbnCrXPZc0FJzx7AdGYuD0SusMy8jsg0uWyH5ZBOx6B9tGlFZWp/47tluJ39X0fuWIqPOXyy3nKfds1Cq00WmkCrfG1j688fK3xlef8zJVGK0Wo/Vq4F8HcYbMBpreM6TkBvOguYnvHMN1jrqy3hOkvO3F8sAL58XNsHZdSrB6J1B5Uo6J0ueyNL3ugg7KsFLe9SugORqK3548J4G5/t1+1TzA6d2mlVS/rKgeEKgVzVUb+avB8/IVHnaWaPjMu+Fb8Bz/4Qb74xS9yzz33nNT+Bw8eZNeuXRNlu3btIs9zjh49yp49ezYcc8cdd3D77bfX66urq1x55ZVnduEnwhoe/bSf46H7H6SdrKDMIhTfgmIJlS9TpckwaIbMj4T1ccFdbWdQrmeqRWoU6RCW6oR3GxVXhaXpQ8u3tHxFwy/tYwJFy1c0fUUngNBX6NLX1fchUM5SRte2MW7ZFFAULvFE7UGmnABc4CarwWjLwCgGmaWXGfqZYZBZN09TBknOMDMMM49BEZDZaF2FjSfk3BzPDolZIrbLNNQaDT0g9lJiP6PhG+IQotAnCiOsP0OqF0htTFp4JEVAYgKSwmeYewxzTT/V9DMYZu6pJyk8kgJWN899UVK9a+et1gigESriQNEMnU1PI1S0IjeKoNNQzMQw21S0IoUfKLyG69QIFWhlnbeudVENlSXPpoq22mTxjAT1M3mNzX8IrSkTsyaWtG+JZxTbHuVhraG3CCuHDMv7DMM1y9phy9rhgn1fKQhbMLNLM7dbM3eZR2NWETacx/6Z2AhtLryPBPhKhK/nZVj9qNyOeWuO+WWWkTCmqIb2umiIoqgeJqtIiVHUhK2WJx40M2xRYO1YWeESypqyfIOYP35suexFM2N2Ky6iJGwuEDZ3EDQX6ugJF00eO5uVWiAPz1skVSWQ58Y1qFKTk5XDEgd5wjBPWex3OdLtcXSlB/s6zB7excLqTnTpQF1geKixyHcaOYv+PEpdBtlljN9Rht5h0nA/Oj5G1OzSiQ17/FlmgxnmwmewEDyHuUaA5xUoLwdVgDZ1k8fXuvS8VjSCmNhzyWx87bmIDO0RKB9fe+JXLgiCIAjCVLBjyQGBOllgnUywXK7F6vKYSjgr7KQ4ntuCvBK/jSGz+SgZ4dg5TVlWHZ+ZgsSkJEU+EsFLT+c6AtfkJMXIl7nyaHaJCV2CwrMVfXsxoFG0gphWafHX9GOafkjDi2j6IU0vrq0u2n5AJ5qh3dxOoHUpuisCpQmUIsKiTeFEd1ugsShTQNovhXcX9Z5nvZHoXka65+vWgToaPu0dPjdvXul1SXIrn/d169qbyBNQ5xeol/XGMu3z/2fvT2Nu29K7Xuw3ujnnat527332aeqUq2yDiQssCE1uWXBJwAiXLdsfkJLcKEY44OBPgEGAjCMLRyJA2ZK54KsCCSeykQ2SC1mKdR3LHyJAjmwp4foKG2PclMtVdc7u336tNZsxxpMPY8y55nr3++7u9OesZ2vu2a5uvmvNOcZv/J//o0cFepV2FLNbudBnqs9ki53BhuVFC30mn/D1d33haxZdTRM9p82SN1cP1+ry1TFvLh9d+/2+Ue5kv/BbfHx+i4/PbnGr2ksinhg2PNHX8Lv/NW7Cb5VtXH0WAQ3wO4Ntp8zQf+nhd4Lt+Zh8bA/CjdLJEx89PEe/bRsgviEujhP0XuTp4lFSjA/q8eM1FO/qpz/p5dAWVc1RZZ6qOaraQU92UdUuarKLnh6g5zfQs31wFegCbXIfdRjhG4/0qY3t6hmPGz+fesbjNo//YMT7GqJ/+ctf5q//9b/OL/zCL1BVV3uQXRWX/wB9qtB1f5iyLCnLy9D2nQ2lDR//w/8dZuc3qFcNIQg+BELUtEHw7QrfnaP8OVN/zrQ7A38G/gH43wZ/At0xhAsAOiZXKNlvbUD3mgNEGRYeFv7yudgE7oUR5k4yYIeZ09k+Rg/2MVqTwHiE2icovvLCqpO03gbqTpJiPFgep62KpFieXH2OxGcofkzFKZUcM9ELJqZlYjsqJ1QOKmcoC4spdhC3D3YPzA1UrmRvrcVah7UFzhoKZ3DWEJXDR00US1QmqcBlXSmcXGgkhEjtofHQeqg7oe6gbtNnXXWwaoVlC8smzaOkqt/nAc7rZ5GPp0G2KkP3Hr5PC5gUegTdoXLJsqcvXKeyB74eXad0HrTrC7bq0fb0/VPDeq8gV6Pl/rg+Y2Z4vB5dB0mZC+kJ139blb9PlyF7/9zWQlEqpvua0CWf926lcBXs3NK89vWpGOT5/cjJncjpXaFdwMMvRB5+IaK0Z+eWYve25uA1zfymoZqvi9bq5yhSO6TqAs/rlfk8sVbMJ4Oifn28LKyLEEgeLZFsUi+jYgb98rgYFr0XY6+8jyGlL5CvfwqMSZYr2lVoXQygPEHyd0cBECRVbu8kKcnTlCq516Fh6RseNuc8WJ3yoDnlqD7npFtw0qTptF3w+sUn+IaTP8z/4uyPU44G2x64jjcqxxuVptUpwyR9V1vc5Iyd+ZIbO54bO4ZdNwH5GJHXUNpjTKAsAtYIhYXShpSlow0TOx+UHU7b3LjMoFwnRcU2tvGiISIQffIZDC26mKLsu9se2cY2trGN92NIFOS4SW3OvmGrSY1J0zd007J6jrbfuxVPAti9tjOVJIobAHv9mEtgm5iPXxcG3LA6Iam7hYjvwfbweuvnzq3PYR1h9F76vantmhTfnjq2WUHrL4HvboCEdWhH8LtlFTrq0LDybdaxvn3RK1gnpmCSwfLEJt9kjcqvtv7c/dqwJGwc09eCGo7oa0MN54rx3tG54vHXENl8/XyOLz//xnuSZEKz9DUXXU0TOyLCebfi/Dn9JivjmNlqqK8zQHdbMjUVM1cyMyVzWzIv5synN5loi1MKh8IphSWBd5PV7koCOgZU6BC/hHZBbC/w7RmhyXBd6QylE6zWyrLp/69Tf6PfZxzKmGRXOay7AYwP+n7VQ7yhE5vguOpVqjop/rN6FaXS41XWRWu9hnQ9sBueb338ixb69DFsqMsXvua8Ww3r91Yn3Fkd5fkxby6PeNRcbR1caMvHZjeHApsfn73E6/OblNrRRT94m0eER805pbGYrO522S4yAXCdAbgZ4LdRGo3O6ypD8BH0Zgu/nyVEhHjxcATA01wyGO+3yeqUuDyG9gWyz7XJQHyGqnYyGB9B8ekeerqPnh2id26mbWMV92CBYtaK8W1/9W2N9zVE/4//8T9y//59/ugf/aPDthAC/+E//Ad+9Ed/lKZpMGZT5ffyyy9z9+7djW3379/HWsuNGzfelff9rKG04bWv+bqR1UTYUKH6rqVra7rO0wWPD5EQIt4LbRC6oGlCQNpzdLeg6M7Z684TbO/uQ/dbqO4EuhOkPSHGwIrDx6xjVhvrN/FqShsUR0HxuKPas6Rb9XD8kgJTIiVnGYonxXjFSYbjKya2Y+IiE6eoSoNzFdg9ot0l2gOUew1MkeC40RitccZiXEHhHGVhKZylsAZjHc4YrHNYk2xVeruay5HUE1k9388jST0RIYgmBKGLCYz7PO8rgYfMNyNpdDcitJ0M4L3poXuer1ph1cKylTxBl59vmbfnd/Yc5/y9izFUHy/DeKAxQfXSwU4FOxPF3hQOpnBzB27uKPb2BBs0+GQjuD9T7L2eBjdWx3B+Xzh5I9JcwNk94exe4Cv/KVDOPbu3FfuvGA5e0VR7CjdRuFJh3PujIaDySIe6/Jt4h0N6n6CcavdOh48BPyjIA50kVfnS16kz5VuO23Pur0550Jxx1Jxz3Fxw3F5w3Fxw1F4QL6d0Crxcv8IfPflv+UOn38A8TIddFwa+XKVpYdMgyMx5Xp4EDndb5rsNxaSji6BwaG0prWJaBqZFZFoYdsuKmUupjRtKcm23jckPQfSQmpwVMhS1GYrc5GrwoSN2TS6W06TjfZPSJEOXK8Xn4jlD0Zz++dp8fAuxG55vo3jOpWXJ7+myN+HsM3+HyZ/4371HZ2sb29jGNt5H0Qbk7gJp46YOJ4N0NShKMlxPBaBS+qzWqOxPqTRrdcljU9r3rPf6Hl77GAgSs5ozKTp9FgY0wdPEji76EaBeA+wxHO9FFLGHsiKIGn9chSAoUUiuy9JnxfVWI71Aoc01WFIGX6ANXS4ymOe56GAzFCC8BMXjWhFe+wTE385QMALf5QDAK1OOYHgC4eP9E7OG5P1+rfQwcLBWwa/VuMNrPncT7vke8DxHq2c5WiVLwBADS9+yzAKTi27Fua+56FZc+BXn3Xr5Ii8vfIMgeUCj49E1NiBXhVF6pHjvwXs5KOBntmJuqwTe7Zyd6gY7tqDK8N3mLE2DQiuD1noNaUmiNqMVGoPSGttDW23QPfyGNdx+TMn63itV48i3vI4dK99w0dWscobEWbvk3vKYO3WyYnlzecQbT1GXvz5LqvJeXX57sk+QmFXs6Rpy0a1YqoZCW6a25PZkn6ktk2WLdjhj0R8wFe8HJSQGwtGX8Hd+A//Gf8bf+S+Ee7+FNIvneyKlN6H4VUrx2SFqdoiZ30RNMhQ3NoPwkeVKb63yEfp7S4gJlAWB8sVqMbzd8b6G6H/2z/5ZfvVXf3Vj23d913fxB/7AH+Dv/t2/+xhAB/j0pz/Nz/7sz25s+4Vf+AX+2B/7Y1f6ob/XcRFagsigmlamJN0kwKCwwFSpTGkDiE9WEb2FRPD44Onahs53dF2XFe2Rtou0XmiDJggE3zBvL5hmhTv+FLo7KP8bqO4U6U6R9oS26ViqGyMV+0uXrGRuUnMASuPkfAOGX55PdM20iEwKKAuHLvYQt4eYfaLdQ8zL4L4OtAOlMBmOW6MxxlIWBWXhKAqLsxZrLM7ZpC43dgDkb+XHpJRat7vzttQA6zXV40SohLZjD9jzFGW8rIgRuiB0UfAhQ/KoMnhX6e/R27KI4GMC7E33OHhftVB7UoHUNkH8QdHQKykGZUr//tf7+/d8eV//HM/bYLwcm8/FaGHjLAPps52tgOOrniViXY0rGoqipXQdU+eZ2MCODkxuCOVNQ9GVuNMJ+tGU+KikuYAHF8KD34mghfJGoLwZmL7sqW6Cm0BRKUyRCu/2foV9UaGkkO/1CHq0H1AqN0zYSHX7oIzYJ6X92wfu+w5ib7WSgHnH0resQkMbPCfdgvurEx41Zxw1Fxw155y0C46ac46ai6dWg7fieCV8kk+svo5XFq/z8bOX2OnW1+5WwVcyOD8rI3ul55XSszdp2Zm32AmIU1ijmVrLTjVhr7LMSs2ssMwKTZE9yc12VP4DEdLVa/+/5UmaFseDCkSWJ8TVCbI8JdZnl8C151kygd4vIS+SxrmNbWxjGx+ykCjIyhNDRO8WCYjTiwPolSxJZyK5c90li75MpAcF+EbkNEw1SumMCoISxAhep/pM3gieSFBCSwLUDZ5OAoGI10Ig4JUMChJB0CRvYKPNyCZBEUToQqCVboDZbVaVNhvLj6u8Lyu+L+97u1Xel8MoPdiGTExBNVru1d9jyD25tH9iEvBLhdPZUM5fBcAv21HkzhJRIhe+ZuFr4Hov5qcVnpPnPV/PcfiTnvuqfY9tiYInDdBopQa/6MNyPhzb91fWamI1ZEU2PhWlXPqGRWhY+noDuK+X1/MuJkues27JWbZredaYmCKr3sv83SiYmnLzu5FhfH/czFZMTYEzbvib2QzdrTKJA4xV1CP19NhO5Or19bl40eh9y3uQXfs2fe+6mlY8te94WJ9yd3XMvToV+nxzecTDp6jLX88K84/PXuL12U0mtswDXmkwy0vgfn2K04ZCO/aKGbtuwsSWQ4HPwryv0d0HOiR6wsMv0r35Xwhv/FoC5/d/+2p7FaVRxXSA4Y8pxUdQXO/cRE/3Bx/xDXX4AMg/WlAc0j1+AGLDsiB5m3QR+qk/zmj06/NUAPI9jvf1L3FnZ4c/+Af/4Ma22WzGjRs3hu3f933fxxtvvMFP/MRPAPA93/M9/OiP/ih/82/+Tb77u7+bX/qlX+LHfuzH+Nf/+l+/6+//aeFj4DdP3+S8W2Wg198Y+zSjNdzrx6/HcG9YVwplNcqV6OkEnb2ZlUSsRJxExEd8LJEwI/obxBAIIdB5CBnyhihI1EgUTLdkN1yw78/R/gLjv4z2v4byZ2h/SmwuEvQud8DtEd0e0e4R3T7BHhLMJ4lmB2UKQOiUIhqN0tnv21kmhcU5h7EGawzaGIzVWOPQxmR7knXzwkuklQahRrwgfpSamNMhB3icG1vr9LmY5+m8p3TH/vFxM6WyT7vLDbkeUI+VJJEetGf1SLbpiGy+p8j6dWKUXGBHZY/A9XUjFdjJ2xQEC0ELsQCZpv0OsCIEScV3Ar0SJk8EYl7u919eTlMkXt6XC/l4iUNDNhVKzI1X2fwWjr6JgAa5bl9elzR3cU4R9ynCAS7uU8QDirBPEfdQGHxX4buK1RUDvEKg1ae05oRO36OdHyM757xST/mq1W2+5uKr2PP7NA8szQPL2X8pOSof8cX5F/jy7he5u/MGygpGa4xW6TuXPdxSZyc1wPqiJzanvpnsB1eZnAqZp7ntfQordosJhXFY1RdQ0Tm9rk+hS817oy41/EaNw/cayPfqqm4EyrusXFqFlpVv6KLnzK+4t0yQ/Li94Ki54Lg5z8vnNE/xq1SiuaFfZT++yty/zEFzm/3lATvNlFlr2WlhFjfPQwDulvBgJxAPWg7KyB8uIrulwRYGO3WU04JJZdkpNXuVZVoYJk7h7EerUfJ+DwldTnE8yWD8ZJ36uOgryJ8gq9MExVen4J9YiOL543IhnX55XDynb+SOq8KPC+wYi9JutNwfa4d0ZAYVyahYznib7QvrFGmbK7G3vvrt/azb2MY2tvFBjEVH8/d+KS0XGiqLKk1SoeX5ePnyNikVwWlioQgFhNwv8D5k5XaH9ynTN/hIjNn+JARiFJRIRrepRdu3ESuT5rUKnFJzzpLjWHMsC47jiuO44CQsOQlLlqFJsDt6wruQVWqVplQuATftKLWlVFctO0q1ua/qH6fyus4A3JUYbVJ9qzyoEIGoUv8mKCEqISDIeFmT2v5KEiSM3TCg0Ktm1wBUPbMdRS9g2bCjuCxyeQttablq4OVJxz8nkH/a0X0R1lSUNeZlyf23vg8oQ8ZBGphJEDzGiDMGYyZMbclBHpzoz0Y/HHEZwPvoWYaWlW9Z+gzg82BFD9vPu3qtevepECaQ+gehhRdoppXaMck2MxMzHqQZZySsl3v19dSWVLrAZpuW8SBK/70yWmNJ3x+TIX3fv7uqDxayynzhV1x0zZC9sfR1LvJ5wt3sW/6VF1CXA0PWRxt9Opd+RWEchbbcqvbYcZONoqDbmkrvXEjoCA++QPeVX8Pf+XX8nf9KePA7VxfpNA69/yrm8HXMzU9gb/9+zMt/AF1Nh77BY/0I9f5QS7/bIf2A9hiQD2BcEB+hDSMwnrOvQtwwXlAwZIuJkEBlE4inDepWhdpC9Lced+7c4Utf+tKw/slPfpKf+7mf43u/93v5H/6H/4FXX32Vf/pP/yl/4S/8hffwXV4d//2v/z95c3mEU5oyp6aZUaPAqB66mQG+DfsujcJu+Fpd0ZjQSudioBpdFOsbqkSIAZ2LIYYQiEGIocQHSwy7qZGZYbtEPSiqyQr53mrM6HQdsVbjrEVbhTEeow1BQ1AB0anBFaQZrB983Vdmj0OK5HqeCmZ0uZBNGG0fHxtiLkgocajy/vjj87HvgwrgH4hQjy/rnHpnVZqMWhceSQoCm9UE62NSAybtT9fBGh/foItfTilrElnGCH4CfooKc7TfwYQdtN/Bhj1s2EVhKOMhZTx87K3+XglfLCLTeMat1vNK47jdzDhsbnDY3OB/+eiP06qGL8y/wG/Nf5Pfmv8mp8XJ23q6+sbgZsOvb/AVQwrr4FGYQXzyKCxzRyF1ItI5XgP5y7/xXumkLnnaPQnI95C8t1rxWfnUK5sSJA8sfM391SmP2jOO6guO23OO2wXHzQWPmrPUWH5SCBzq2xyo15jHl6nCTWy3j+5mTFYVk8aw2yn2Pex6KK7pUayMsKqEcCBMXhG+ZqL5A9EAU0ypmO4Yqplmdw7TUlM6RWnTIN023p0QicjqbA3DByh+RFweI4sT4vKIuDxNUHx1+vwpkH0ogyqnKRXyUkqkLndS6uNkFz3dS35Qtkhw2lqULVC6AFeAsqNCOmufzLUX1cgjEzbWrzuO0XEf5iI629jGNrbxboXUo6y1NkLbDgDyebClInV2lYNQKFSh0E5hSkUsNFJoYqmgMMRCUbvAue04dg3HesVDs+SBWXBXXXAc1oC8kRcrcGnRlCpDaxyVsmugPWzP843tdnS82zw+zy9n1/UiH1FZBJStZXrF91r0k4Q+IpK0SxHERNANbaxTVmZuc2pUcsBBZY9rhdE62Xfk9qs2qR+gjEIZjbbJhlMbk9ZNsvZQ2uS+aZorrdee9+NiTn32wLtwv3ze13gmi5bne0LsC1g/9vB9DeDXwL0H8D2YHwD80D82FKZg1yXpV4zp8ZKpVp+cPQbwgtCEXvWe4HudQfwqNKxCy8InJXw/T3A+HQekAaa246R9/nahRg0K9956ZpJV8NVGhkSRoXRBZSyVLZnqEmP0IFJE0sDPUXM+wPI7qyPeWDy6Vl3utOX1kbq8B+czVw0e6V3OOLm/OkUrTWkspXbcrHaZ2x6Yp5pL2/pK71yIb/D3fhv/lV/F3/kv+Du/QXj4xcfsFAGwJXr/lQTMb3wCc/trsbe/Dj3dRbkK5SYoW7zrn+G9Dgkj6D0C5BJkrRj3eZ6LC0oG5BspNF6gjUgbEkxvQrrXNwFqT1x1sPLIysPSQx2gucTtXp9S3Li6nuK7GUqed8j1IxBnZ2fs7e1xenrK7u7uO/Y6f/J//DvDjeS9CKM2U6eMujxd3p4AfXI0y8Uz+7TGSxXbexVrv/xBBtf9TVar3gRk3chab9u0BgGGEfHxYzaOu/SY9fNwzXFrNcxm1ex19ezxuhtG380AYteQO095X4LeuQFMniuDzf51/fdAo4a00XHRnb4AUu/12Ke1Qq9ESccrpYZCl8mhSGcf+mSBE0XjPfigCVEjecAmRkXXGerWUHeGplHUnWHVaOrWUjeGKJsNEBvhpRZuN3C7hcmlr+BF0XE8u+B074jlwUP0/ALlOsR4RMecRpoanF4CdegGhcaybxCGhjq8dc9IBUM67ADc7bjhtwbxU1MmlYZOQH7uSkqTFBnjdNZxeiRAk70xl6HlYQ/Jm+RFvrZbOefCP8VOQmDXHHKoPsaOvMw03sJ2+yg/J3QTms5ig2Kvgz2/nnZ86htdjqgEXwFzKHYV0wOY7WuU0XgviFcgUBaKyR7s7xlmc0VVKAr71qyctrEOkYg0i2yNcjpA8WSb0ivEj5M6vFeK1+fJc/+5Q0ExQZUz9ADE+5TIMRDPRXPmh7lozjgVMqs+1NgrcKvaeVq8W+2bbWxjGx/eeDeuIyJCd7biwa98iVYFQuOhDag2QhPRTUC1gmkF3YJpI6YDM2xLc/U2dj+WxnNhOxau48J6ahfonOALiKVGFQZdWlxVUFTJhqMQS4nGicGJwYjKoDpZ0ajxXNJcIgOIGICFyPCY9b60rGT8PKzXZbw+mvfHXjrusb+BUSkLwOk0LwyqMJA/K4VBOY1yZjhG2XQcVoE1KJdVVi6LO+QJ2u0hoXVUKPYyUO8LyvZzuwnfVX/scJwejn8/Fp99P8Ra/f644n0TzGfBWm/pmNfH9jwx5qK2fSr48Kdb9z0FaMfFaEPLMrSDAn6shu/B+xjCP80W8lmi9xef2hKnLXeXx9fWALisLn99dpOXJwco1FDss8vCJIRsx2KZ2IIdN2ViS6qsMC8+grYd72ZIt6K78xv4r/xa8i+/+5uEoy8lS+TL4SrM/qvoHpi/9NWYl74WM9lLwLyowFYf2r+XXFKL94BcgiB9EcA2JvDdQ/MekEdJwLzJkLsJSBOg9cTaQ+2R2sMqDHNWAeVfHDuHQoiFwP/+k+z+0Xcua/dZ2zcfeCX6Bzn+4tf+Gb50cZ8o5FSivkhNn8IVhptXkEgYbfcb29bH+f5Gl2F2v/2q6Pe1+OSX8C6G0xaXgW9fxK8Hv06brMA1FD0s1jYt58cU2g6wuF9+/Hny9l413cPjDIpTrGF1XgNkgNbjHLgxIh7+Fx7fNtqxVs2sLxpyRQNy7Gd+6egrlvJ77YsMyVrkOD5O5WyBx62CNiH9tVZBI7Cvda8+0bk9u06f3Fxfe9H1aZsbr8nabofh3I0tedaAPsTkFe+j0EWFDzH7ywt1C10IRPGE0KbreAuLRrNaKepas6o1q9bw253mP3WaWad4OUP1ww7mrWPeHvD68QHd730NDwp4WEXOphE9DUwmnunEM5t17Ew7yiKidMCaiM5tcqXSe/bSJS/L0NJImq9iSxOyMiM0Q3GgviHYr7fRI6xTIo9eYFxNoQY/wmlWufdpkYWxnHerrCQ/fya/w5na4YZ+nV15hancxIUDVLdD7CY0rSNEPXzZbBjB8gzOp9d0WsWC3YFiT+F2NXoH9DQPtETQMX0WEwSrFbsTRTVTzPc0O3NFUW6VGk8LEYFulUF4b5uSfcOXp4N3uNRnSUWeYbjUFy8IxAFXoYpZhuGztTdguYOa7KTl3htwfoie7CUlx2Ug3luoKL0F4tvYxja28REOpRSdER6ZJb5SmD2bMnPJ6mWl8eI5DktO/CLNx8t+yXFYsGhqpPVMvWXmHfMuz71jNiz3+xwzb9n1JTv5mIk3uJDaHtNgmQYLzbOq4HyePpihggzw43K8SFYANin+e/hOaRJ4z9sGEO80ZDCfljOEtxpsXre9kviS933f0ehhvMmN9R6qu1x41qbnU32BWaMfA/QfFeiuspVliudDQ48D+JizwHtekbLFU5HMPhvWo1EUxjKTMtmZZtsZlUVYvQXmODu/z7qNIqx8r3bfBO0b89Cw6OqN+co3CeJHT9v6DRW805aPTW9kUH4rK8xvMncToiRbonakLkclGF9oy2G5w46bDLC8MsXWjuUdjlhf4N/8z7ng52/g7/0m8fgrcIU+WBVT9ADMvwp766vRN74KM9tHuUnqx7jqfdX3kL7uRwIno+U8j3LldomX17NVSoyJ90VJgHzwIM9q8KVP89oT6y6D8aQGlyYkVfhoUs/IDi9fRaMSuqKjKVqaoqEuampXsyxWrNyChVtw4c5ZuHPOzSmn7oRzc0LMI73/58P/nl3ee+vLLUR/D+P/9Pv+HP/x4W9jtWFqy3fsdXpv7xBHN7dsc7IB6XsQ/9j2kKH8ejTaZ9hSDKpnm+G3uQTI8/bRMVdZTcRxSuHIe3xdcObStmG9f+y6rI4iXTeUGtboleQ636Jl4OObQFuy+6GIoIZR9E3IvgbNaniN/uNo1b9CSnnLh26A5dyu29j/mPI8v9+0f32uNpTqIzitN4D4aH30nHqwDxi/j6cr4N+vISLpHhDXnv4DZO+g9eA7oa0jTR1YXMD5Ei5auNNG1BmU57BzAUWEVxt4tdFwqjm1lntFyd0SjtxgCT+EQlJ7W4PWgtGCztN4WeuIVsJMC7s6DvuNEawDZ0GrQFQdolsiDV7liRUtNau4pI4NdWhYhppVWDcEl6EmZMVH71/4LL6ElZpwM0PymdyiiAfobpfQTem6gs6vYXWbJy3JfuVWBuUHQdjtwF4+OTnMFMyOwvbTrsKWqeiWjqmP4rRgrcJYReEU5QTKqaIo0rZkI/3+/Q6+kyEiSFcPnuGyOk4QfHmCrM6Q1QlxdZaXz4j1eYbh51enKD5rmAJVTDIInw/zAYhPdtDTA9Q0A/HZAcpV1wNxbVDbNNUnxuAh6GOCCx+Rjvs2trGNbVwXtW/5n45+h19vvsCqbjml5kiWnMQlx2HJcVyykmdQHSighNOyY89AZwswJc5OmZoZ1kyZ2Bm7ZsqBnbFnJgNQvMgTQdBtRDUypJ3TRqQJqCai2ohqYlLBd4JpkyJe5f4GGeQqDZjcBzK9HQr0ygzVq6UzwO3tUpRZz3tltuqBr1JJhd3D3165rfPraXXtdO1+lT4zbUDa7GG7sbxOx5cmN8LHKfr53NDl40PuaXkBn9L0N/teLxh2rJAfzScWJhZVGZi45JdfjXzzXeqrbcgGstJ9KDhr8jRAe7WG7iN1+wDeP0LQfRwvAuB78O4H8eCIOwwZ7X4A1r1dq4/dWhUfI1Zrdospu8U0CXAGK1vzZAAfNpXuTei4Pdnn9uQAozQ+Z9M30bP0DRe+RqEGO5bDcoeZKwdYXprHrZS28fZGWB4ndfmbv57sWO7/NvHkDlddPVQ5Rx98DHPwGvrGxxMw338NPd1LYp8emJsX89WWp0DstwS3x5OQLFF8SEWzM/SQLhfd7EH4MJfBYmVQmI9U5DEE8IHYJXW41On+pRvJteuuj+v2eu1ZumWeLli4i7y8YFks1stuvVzb+vonfIbowttcJ+sFYwvR3+Ow2nDerTjvVinFbfSlUsP/I9VzD3/XFHhtmzF6pBo/g9rcokZw1ilLkQ/aUCWrzee6rCbu910LvnvPPSTdjPAsQ7Px6P6d94rpzWIzY7irBu+9vlBIUpWv/eBtLuAweMAPIFlv+vjlx4w/U/8phzMwOl/DJ70M0t/HcPmjEkqpJFQxUDm4fEVOanbw0eCjo/ORtoZ6KSzOI80SvBdCELqFsDoSuoeCnK+V1b9/CV7BgxLODLQKOg2dUnSj5VZDpx6H7W9PZCCvYEcL+z2IzwBfq6SQFxVAdwieqDqiavE0eDpsnGP8HjFD8rZbj7R3eRpHEeFGiNyKsO9h3imK5vLvoh85AjtX2F1wu4piT1PsQFkqnAItCiWCVgprwDmFK6GoFLZQGKfo6y5+mH5XEkNKH5RA9G2C3b1v+Op07RNenxGXZ2lenw2qcGkWb62gpjIJhhdTKKeoYoYuZ1DOUdUsQfFqJ9umHKDnB+jZjXS82QLxtzMGL0Ef141cLxvAoYcM+rUZ7L1zg+rb2MY2tvFBiIfNGd/7P//fn3pcgeXATNnXUw70lAOV5vtqktb1jAM9ZUeVaK2hb6v18FmB5HTNEIToI7UKpH9CIOY6UAIVqEphDjRWObQqKbSjNBaXQZodbBTXBet1Loj5TscAd9LKWsHIaHmcQruxTLpH9euQwPDEwNSmPuCQ1jqa6/X6dW04CdkWoAn5vpfAuzSPA/qrof0mwE9/kPx+fdyA8s8M5CcWNc2wfWLTZ6xMWi4zgB8XrNX5e9LHGLoPana1Vsm7pLRRl+1nRvMPU5v3eaIH78/j/b4p8NsU9wUJqcBqXBfuDDHSRv+YxcyaoQgzW7HrpmiliRJ5WJ8CyTbVZbuX25P9oaBpZVLx3Y/q3+3dCBEhnj/Av/Fr+Dd+HX/vvyZgfnb/yuPVZD/B8oPXcuHPT6L3bqMnu6hynuxYbJXqIvWWWALUgki3sW0Dcvee3r3lScwWJ22ERbYq6XKb3gfwuWimj3kum4A7t/sfs08JawC+0Vfo970DbsiP9+LS97kx9Qh6p/miWLDql/P2Vd6+dEs63V4JxBUap0sKXeJUidMlE3XIrnplWHeqoFB5P2leqBJH3s6l7aqkDTWvHH7D239SXiC2EP09DKsNX7f3seTtNbL42LS2yP+P7EF6K4yxDQbDkYzU23F4bA+3BcnXiuRfhqQiM0Kv6o7Da1/5OhJH72qtcE6TueSp3Y8GpwbloJC+BLQ3wbl+DKaPj9nGNp41VIa2tm+jlQZmwI20GrxQr4RmEVktoHk1EgJ0rbB4JFzcj9QPBNvCKzW88gyvKRrEQNQQ8zwYCBq8TkC+0z18T1C+ARoFNdDKerB53RFQyTMeXth26SqtltHC3EZuKTj0it0OqkbjVmSqfsVttki+5W5XMT1QzA4Vk938exWFikIvqjJWoY3CFmArsG4EzO0H+7csMUDoiF1NPL1LPL1DPL1HOL1HPL9HPHtAXB4lGN4uoF29+IsphXI9CB9NGYynYpub9il6dgDVDtpWKFdkEJ4ryBubl01a3kLxtxQia/XHBiD32SewDZvqkNz5ly6iVqkhngroBOSkxv7pj2G2EH0b29jGRzxulrt8fHaL0lhulLsclHP2izn7xSxNbsa+nTHRRWqtRGBUGLP3Cu+VgW2MBO8JXUBCJISIhIh0IfmDQyrajsKKTj7myg7+xlaZtXAnaozRGGUTHBcgjFTcvdBJZSFU7ls9EWBf3jeC4RtguNdWrTVWm/v6ucpZshvg9yoIrgYgPCz3+8ee7GPA1Hu0w4blwHVV1lT/2oCqLEy4Hsr372W0frn/J/6yIr4H8Om+mzx4PbLMqvdVl+e5UB2si9ddcRqvDKtg6hJk7wH8ZeheZaua0iCFHn0fuBq6WzUo3ZUzmxkGvco928x8FFXu47D6+aB73FC2Z2uZSxa4bfQ0oaOLHqM0O24y+JeXOtlhbuOdC4meeHqX7iu/hn/zv+Dv/lfCgy8gi0dXHq+mh5i919E7r6J2X8PsfxVmcgOKGdrOEijXBXiHOiOLUwSRJRKXj12zpIvZmsQjq2RRIrUftg1FL7Nqm5VfZ9W8F9FfM4zO1w5FNEKnWhpV06gVK7VkxYKVWtDphk57vO7w2tP1c9MOkLwpWroy4MuAsTbD7XI9p0ggnD321EvcVCUOlwF3kY9J6xaHUwVWFRixaeC5vwUqUoFrJKtnk61LEh8KohWYfJwhPS7//CSzk1a1OFule8j7IN4f7+IjHHNXvddv4YkxAHjWIB/WoH8MxbeQexsfpDBWMdtRzHY0EgXfGrpGaBdCdxP8J5N6YXkO5/cjXQ2hFUIHPs9jJ4R27Z6hclGnF8aSCpTNk8k3Egti1BrQ2wzpNXiTJyX5BpMHxUXylO73lRV2Fex1hmkNxQrkQhEW5tpRbjeHal8zPeiBuaGoBC1qnWLW2wCZdD5dpbDl2orFWD5wDf8BkLcr4tm9DMnvEs7upfXzB8SLR8jyGFmd8xy6J3CpmOYAwLNSfD3PcLycocoddLUL1QxlHMoUybPP5mVthkKbm8vbokVvZzyzijzmKvVZFccyF9RZdeuO/KKDRYecJ6/BqyJ+7T7m6w/f5U+5jW1sYxvvr6hswb/603+LX3n0O+y6KU5f3WUVETqJeD0CZTrNI3EAmFZpjDZYLFZbSmOZ2JJSOywapzRWDI6U3ZoKgKoMj0dKxV616GNKw/d5m1/vI8THifLzAGzTH5eU3r2Cfg2VR89z5XNfsw21bqA+RT1+5bnuz0UesFhbF1y9TYbl0b10DOX7ZXhhOJ8KnRpQxeZ52bC2SedYKZXeRx3yfbnLg9h+Y35532CVcNYiZ0mW8kwtv8oManemNsGfyuR5Bu89dC814kZ2pzq3n7V+zFpGFSaB9Q3gvi2gOg6dLVzcR0wn8lg2CqwH6q7LSOmPHZYvHXv5ufK6XH7saD3GCL5D2mUSGp3fJZ7fJZzfJS7uERcPkOV9pDm98nOo6hZm9jHU9FXM5DX09HV0lQt+ugnKlmALlCpQwSCtpOyWuoV6iVwBwDcKXS6zkvxFwiiobLJ4yhkn/YCYsnr9W7XZBioXVu63q7z9ysc5jWTrLrEQlCfQ8qB7k/vtl7m/+hIP26/wqLvDcXePZTy79m1qDPv2FofmNvvmJfb1y9xSN9hVh1hd4sShtSaSL5uRnKW1ht6qtyFb+xaPbKxI77V/v6N7V8jXW6UNSutUx8QYUs0rjdYGZRRaW5ROQty1VXJ6EypncKXLus7bFJPinSlm/ryxhejbeGIMBTbhynSNbWzjwxBKK1wFrlJM9yB0QtcI3UpRTWH3QKeai4qkdMoNdaVINxcRYkhWj7FLgD10gu/At/0kwzyM5iEf3zdApEvTZqSWiSLdnwZx/VWfxYKyKk1GoQyElRBHYuixY7YyMNlXTA80s0PF/IZmfpAGyGKA4HPRJgEdFMaopCwvk7LcOEXPb9/v8PbJgPw+8fw+8eIIWR49OyDXJvmDz/ZRk330dA892YNqZw3M3TT5i9siWaOorAK3DmyJMmVa7hXjxo7U42YLxt+h2KhMPwbkXQbkTRxSLWMXYJE72ctus9O98AmOL9L2Zw6nUXMHc4faKcBq9O3pO/eBt7GNbWzjAxhtSP7IYw/ljFoBhoxXo5JqfGKnVMZRaDeq12RwyiZF6wsWj3vaXVjGdgH9/G0C2O+HSHBW8ayC4Gf9dI/B+Q1bhce3yQjYp8GMS3C+n/s0mCFhBPX792YV7Jeow+oKX3jW0F0kwbYxYF/ldsCG2n00zwr3pGwN9MWKntqiNApmDjVzMLOoqUuq91kG8BODKi0yMQnQ9dEr2Hsv917hXpgBzqlLyvaPuqXMByk26uZ4GSxDkpLap22wtjmCJ4Pw9ROPQPjoeHjilzWB+oCKgdieExd3Cct7yOo+cXmPuHpIrB8izRHSXQ95Uyj09DZ69jH07FX0/DX0/FWU2kHFAiUT8AbVaThSUEdk6ZFVvfF7vE6Y8tRQpAGuIcPEPWb1NAyETXIBZK1yltP4/F5xrscDDk94CyKRTjwX7UPutV/hQfclHrRf4aF/gyN/j5PwgPiEVPSp3uXQ3Wbf3Wbf3mKvuMmOucGOO0QZg9EKbSxGF7iyorBTjMn9yr6eQ4bbSpHrduQ6HCpfP/p1rddAG9agewDfyVXio3Bd2UL0bWxjG9u4FD0cruapce+bVKRUBCRCjIKEpECPESSkkVrtQMre+ogReOdaAJ/uM5LqimT4HrsEry9Dd98lNbxvwTeb69JbWfo05bWNz+UqmB5q5jcU80PN7EBRzkGiSp8lJMdA32TnD6OodsGVOvuWZ2D+LhT79DHSxUiQ9QACbHY61WieCrQkQM75A+LpHTi7Rzy7i5w9IJ4/gMULAPLZIXraA/J99GQXqt3ktzfdR1UzlCkGJbiyRVKc90VrBn/xsWI8A/JtvKMhYd3hoFeJB0FanwB5lzsiyw7OMwQfQPkIlmcF+TMnHWgFcwc7FmYW5haZGWRuiDNNnCriTCOu9/PsiDHAyYrd24H5O3pWtrGNbWzjgxEaRWUKuhgwSlMax8SUqcCfcbhss+KyB/lbAeRvR/QFQ7fxfPFOwHnZgOpx09s4ZP9hH5OHYhefDt0BNbVp4PsJ0H147foqwN5dUruPoHuXlfrPqnYvTXovM5cg38wN3u5qsla8x0pviuHUSMHe20O4XGzVjT3cRwp4ozY+3zbe/thor/orMh77opJhDWeH602fxZI25nn+T13exkYWi7r0OBFBQofyntj5VMvp/D5y/oC4eJgycVenxNUZ0lykjqsYFDldGg0YlByguQmiQZUot4OyM5SZofQUZSYoNUXJHFoLFyqlU9cCdQQ8gkdYPt+JHNU42LBeurR9AONlvuhcNQgXZMOFAUCFmD7T+DekYKPIs9rcp/JvJ4in8Uvur77E/eUXub/6PR4sv8Sj+g4n9T3qcHHtxzLasV/dZn9ym73qFrvVTebVDfYmtyjMBK0NxlisKijshNLNKEyJ1QXWFGmui+1v+G2MbS9+G9vYxjaeEEor3ATc5Pobj8gasEvO4l3PZWPb4wA+QWylwThBWwXVswN4pUgpVXGtgA+dSkr4rHQvZ8mSxRY9LE/AHKXoatBWYUqoyk07lndaXd7FSBtCmsdIFyIr71l6TxN6H0MZCnTStdiLR9jFfdzFA+ziAe7iEXb5ELc8xtYn2Poc9Qy0U5TBT/aHqav2CNUuXbmLr3bxkz1iMQNtcwqaQRuLsuVgqaKMRWd4ro1FqdSA1CKoVnAoJtZirabUBmcNLmqsUUivKtho6OY3d6l41Qe50TOkll7n9xqv2N6rOuLwJMPxcuXxuaGbfXDxqYiZrDo4a4lnLVxkKL5Yq8h6BfkzexwqkKlZQ/GZIc4TFA9TwU8FP4l0RUcTa5p4ShtWtGFJE2q6UNPFFn/R0J7W+NjSSoOPDR0NjdT8t8f/R/7I7c+8hTO+jW1sYxsfjpjYkq/f/zhaKZy2mG0Nj208Ywze48BlOn9Vi0oes5lZ289IXBcNfC7o7jQclKgb1WPA/TKUli4Mg/ay8HDR5eVuvXzRrdssTUCaAI/qJ7d4FWt1+zwD9wEkZtVtZaCyiN1sew4e7j0wzEVTKZL9hBpZyGwUTlVbS5nLIf33JavJk5I8DAV3N8Qekjp+g1I4W3+I1WnA5axFThriSZMGXDbgb0z9x8vZGXE9gJRUW/085u84uTbEVX83heIlDC89hyv9c50drhwyKs0mAB8D8SvAOJXd+N4NmUFXAfIo6wGsje96tl4pUiaH7jM57KVBJaOv/I6LCF1oOFnd5e7ZF7h//kXun/8uDy++wvHyDmf1Q+QJ1ULn5WEC5ZOX2K1uslPdYKe8xU65j9EOoy1GOwpTUbk5zpS4DMuNcVhdoLf3yXclthB9G9vYxjbeYqi+gNOV960nNySvAvDk9vmzAfj1HJXU4tpk6J8BvEh6jCepy4sZuEpn3/IMzN8B9ZRIKuaVYHkC5o1vWXUdy7aj9S2xuSAuTzHNGWZ1RtssOGlqjpqOYx+hq7HtEtMtMb7GSEQhKBEM/bJCc4Au99FlRKGQYgpuQixmSDFB3ITopsRiihRTxFWgDVrr7DeaQLg2BdompbjWyaNNK4vu/0XQjUqvH0EFjwkdNgjKC0aSr5yJUKA4W0tGMEphtcIqTWktpdVYrdM2bbKFXk6VG/85xkqSS+ngG/N+fw/m9XqbGkZcxs+ZF8aKlPExss6qGEPtpPonfzFzo3yoRN93BoAuQMjH95Xoe9/YXhnWd06jpMeEeEVntl9m/Zh41f70/LLKsPw5/A5jpQgzoZtEmklHXTUsJyuW5Yrl5IKz4pwLd07Dik4autCkecxT29A1Dd2jhu7KUr7PFsdy74Ufu41tbGMbH7aY2m2h5W08PULs8LHDh5awTsd83MKCx3HdY2YLIhl2X7MfUiO8b7f0cDK3RVQktXG6vK0TJC+nwrejNo3qlTKAFqTQmMqib1uMLVHGYpzD6lTEViQD9AzUx3BdLka1Vy6S3QxCgvAXHdx7irq90NlKZmwpcwlilhm4X26jXi6aOi6c2ns+D7YzrD3rzeZjPqjwPRWZv5T92MWNzEf8ZoF5BZuK/zL7a5+2yElNPG2QkzRx0iCn7aZly9sWV6Pz4bMRUsdGybqPMfjv5/fcK7B7wGw0GJO/B6P1y979U4uauMcBeWXSY657T1cNep23qd88PrD/zvU+5ZVKNkeFyZan6rGsiye9bh8helbNBffOvsC989/l/vkXeXDxezxavMHJ8i5tWF37WGdK9icvszd5ib3qFjvVDXarm+xWtyjsBKsdWtsMymcUZrJWk+f5FpS/97GF6NvYxja28R7GuwHgYW3F8nYV+5QkZycET+s7mmaBvzimWxzTLo7pFqf45QnUZ1CfoZsLTHOBapcsAzxQJffVhLtun7vFPneKA+4WByzMjfWL2DxN3vLbTdHlaTFeefuiCnCjUdxoNAetYoJmri072jDXhhmGmdZMMEzQVEozQaMlpa2nJEgwKBwKnYs2m6HdqtYdsLFqe6z2Hs8vq7b7xmW/DpvFwMaefn0q4xhWX6FqGcD2+zRa27GsViyqBRflBeflGaflKafFCaflEcfFI06KRwT9BD/FCNR5eo5QKAozwZmKwlRpbtPkzCTP077CVPjY8vGbf+itfNxtbGMb29jGNj50ISL42OJjS4geH1q60NCGFY1f4kOLF08M3dXQOz3LsKQu5ywqNewXERS5HhBrS4eYq5yunz/vTw9C8rHSt6UsYCNSZjGBgBrU7aB6+N5vD8Kkm1HFGSoqrCgQg5Uk4jDaJYhmXMqE3LWYQ4fWJcY6tLVovfYjlhDX6vaLNVzfULdn1fuQwdc2cNw8Xd0+tZvAfWyf0dvJZOC+PpeXIoPXK+F7VgQn+M7jx4wV8u8CfL/SlzxEpM2+5LnI/FBAtz9V48KvRdJxq0WHnLZJSX5pon6Kt7dWsOtQexZmCimWSDhF2jNid4Z0Z0h3jvgzxF9ABuAJhIdhHUJSRGtBlXPUZBdd7aDKPdRkB13uoapdVLWPtg50rulkkm2lshXYAowbajkpk2s7vYUieuvznK0XxzZM4++QJsHuHtxP7KAg19ZsgvNntCSKEonRE7xP15jYcrK8x6PFGxyv7nC8eJOT5T1O6wecru5z3hxx/bCUYre6wd7IfmVncpO96hYzt4+1JUZZnC2p7IzCTnC6wJgCl2G5Vu+dNdk2nh5biP4eh0T5wKfrfxBC+lHK0Qjx4wdd32R4wq6nvPAL7rxmVxQhxIjJlY6vVZH2X6fx+iXV6dN80p5oM7H9zr4v4q0A+D4kZhl79EgMiG+R5RmyOiYuToirU/ziBL88JixPCaszYn2evPCaBapdYtoFOrQooAC8Ljh2BxmOH3K32Odu8dXcne9zr9gnPKVhsB9rbkvNLdVijCXqgmAcwRREbRGlEkdWCkERlULQecq8OHeQsliamAccYrb+EJFcpypvzx2hxIRl6BpFwAXYb+CwURw0ioNacdgqDhvFjaafa+bhSec850q+hej59gciFI8VsBoUIeMOkFFIVnxFLXg8nepoaVlKywrPUjqWeFZEVkpYAY3S1NrQKEerClqtCQpaLRyVwoNSOCoiK9u/nQqNycMXhxg6NG2ed2hpMXgsEYfglOAUOAWFVjitKYym0IbCWAptUjaBczhbULjsPahLrCkxusAoi9FJOaZUGtHSvR0T6ferFdmqSaHR7Exefc/+ZNvYxja2sY1tvFcRJSQYHrsEzDMob/yS1q8I0hFiR4iBED3n9UPO2yPO6yPO6gecrR5yVt/Hx24A2mswHoditDIC4ZILCl0+/r0Mox2zYp95ccDM7TG1e8zNHhOzw0ztMFW7TNnFNRa9ILVtRKPEYEl2D04XaJ1sCHVhMLcc6tUZxlqMthtFRUUkAfQrrGMuW8qwyOr2RS6qzurpZywXR2XqUpHUaYLuPXiXag3eMQrVMgg05KqijGPl+1jN3kNTO7LfuOwBP7KcGdTQOa70Jfchge2n+ZL3r13odOxpg5xkUD5WlJ+1T/+KTQ3sWtQcpFwR7QmiHhB4AwlvEuuHxPoYjhbXP0cvQtIOPbmBmtxAVweoKmXtqnIPVeyhit0Ex5VBGZNrNxWoIkNyncA4xqKUBe1S73L4qYzENx0gYf3xxoKdy8f32y7DcUX+e+m1Oj979mu3zmjgEiS/jkmkvl6C4j0cj5KuH52vOV7dSZB8eYfT1QPO6oec1484bx6xaE+G68N1UZgJB9OX2c32K7vVzawuv0npZlhlcbaiNBNKO8WaEqvdMDfb+lgf2Nj+5d7DkCjEL56mdK/svaQKkyqGG71Og3rG1JKPcqQ0KhlucIPfWDMqypFHiKW/Eaah8atvBJf9e4flS8eNlmXj8YzUnU9YvuIxEoUgQohCjJEoQhciPkZCzI1AnRoIxuTJarRJBWGMScvGqGE0VunLMIsNy4jHbBz6eBKEz+8jzS+tjywmhIioSEBACdplpYTNXtOX1ATD6PK7HD5GfB6k8Pn8e4mE/PfwMaYK19mnLtULUfltq2FZZfXwsF2pbIG4Xn47BiCkl5/HtQxdJOTvkIdmhXRLpFkS6zNkeZKKwSxPiMtTZHWKZBge6wtis4B2gbT1Ez3FDelPe2R3uFsccKf8OHd3DrjrDrKa/JBTO33ie7cIN03kllXcKiw3nOGlQnPLWW4WhsoesP5SWVAlWrs0iU6NPTGoqNBBZ2GFrFNlQ7J72fgYGiQ3uCWnk6ogqDpgVh69DJiFxyw8eukxi5DnHt0+hy2IVYSZxU8MnYaOSCtCh9BIpCXSSFpuiKmfoEBUAvaiGLaN100PcseTMZRGM9GGibVUxuD6a4JS6TqgFbqvvN7/zrP6Zzg96tKc5NF/ldpnQ/XTH9N3SLRCDEQVEYm0fsWpP+asO+HCH3HSnfLAn/OgqzmOLachcC6KRdSsKGgoaZnRMadjyjpvtMjTdZHUNZaGgo6IIWDx9EWOQDAEDIHq2f6Q4770U4RB5NPglMJpRaHB6Q6nPc6kv5XTCqfNAOTX29Pfsd9/c89xe1tZdBvb2MYzxOc+9zk+97nP8cUvfhGAT33qU/zAD/wAn/nM9XUVfvInf5LPfvaz/NZv/RZ7e3t88zd/Mz/8wz/MjRs3rn3MNrbxdkVvuZJU5R0htLShTqA81EkJmkFXlMB5c8SiOea8fsRZ/ZDT+gEnq3uc1494PwDv6yPrcXP/QKGGZegH0/vlvpMlNH5JiF0aFKgfPPEVJm6XebnPzKVpaneZmV0mZoep2mFm9ihDhfEa0yi0GHQ0JNTucNphlENpnbyWjUXtGfTNKca4oU/2WNHUpV8r2seQva81s+yGwqlAqkOz8sBT/NshcY+pXcP22cjHPavepTIJvrtcNLW3UmnlavieTu3j8L3/fFYPdoAJksdB86JgzWS0gsKl18u+5HLSbqrJT5vEHJ4URsGehZlAWRPdCaIfELlLiF9B2vvE+gguGri+1mR+rkmC5OUNdHmAKvbRxUEC5HYP7Hz93dOpTaysA1ugbJnguDag7AiW5/5X74o09BESKRd1BTfY4AU9A2B9nvv1/tz3+5x+bt9xYADhITaEzqfrhgRi9PjY0YWaultwsrzLad3D8Qec1Y+4aI65aI5ZtidPyFpJoZVhp7zBTnWDeXnArNhnWuwxrw6Tqrw4wJmkHC/tlMrOMKbAape9yh1Gu6f8Ed/dCLL+ffQDGGusdSnP5tIglvTis/4A1uv9viuPZYzTZAOtkddl2LdeT8nS6feUdcd8bD6jsu89wn7v38FHOOS8ReqQsmt8hLNuM91p8HHKF+/CQKlR9hJoz/MPszL4iWlUTUhTn0YVJW0/a5M/1nmXzvVpm25uzzIK/B6HYvPH+YzY57F40m1cxmlwl4rCqEvgrIeOfWNKNIN6VHQCgGldiCoSlaRtKhJUQCTipQYboXRQWqRUSEFKPzTJfzqlItp0Q3UG7RzK2VTAJkN3bVPamLEWZQza6LTtUppWlDX83pwLQVIRyyYXtmzzAEUQyVljadCijZFF17HoQq6pY3BGUWpDaQxG9a8puX2WlaXZikMpMsyNWSdNUqMiGAQTGkzX4PwK5RusX2F8jWprdLdC+RrVLvM8HUO3QnU1hBbVNeDTJL7Nyy2EF/dk7s/g0s25M32ZNycvcbe8wT23zz27wz095b6q6K6Wvw8x14pbheaWM9wqLLdKy62y5Nak5KCqMCY32JQmiKILEL0gHVx0Ed2CbQQVUrtNxQzIEZAOoUN0r2JWyZ+x/26K4OqAXUbcMmBXAbdMk10G3NJjlwHTPfuFIFpFNzV0U4OfGvzE0s1MguV5Wze1RJe+E4JspDSmtrrCKUWpkz96FOEieE5Cx0nwHHUtR77l2Hcc+ZajLi03T1FC9OFQ7GnLgXbsa8uBthxqx03juGkLbruS266iMgarVPJjtwaj1aVMFjXKblCpUSqeZTjnwh9x7k847064aE449qfc71Yc+5aT4DmPwkXUrKSgocpAfEbHDM8t4NYzn3MQClomumWiPBMtzDTMTLLJmWvH3FXMTcHMGJzeRStFzN+FoEG0xmuFR+G1IogioHKGqEp1wqLgRehiKnbbRaGNknz8Y/L1b0Ly9m9Cui60IdKEMFxjo5AGR96itc1+tcOnbtx8S8+xjW1s46MRH/vYx/hH/+gf8bVf+7UA/PiP/zjf8R3fwa/8yq/wqU996rHjf/EXf5G/+Bf/Ij/yIz/Ct33bt/HGG2/wPd/zPfyVv/JX+Jmf+Zl3++1v40MYUWL2J2/xYa0ob/ySxi+yTUJSlANEIsvmlIvmiPMmg/LVA05XyTbhSUrQwkzYn77MweQ2+9OX2Z+8zP70NoWZpEzN3AZTG/A6z1n3GcbbNqE32Wjv8nOst18Fyd9Kf9zHjkVzkkFfHkBojob1i+aYRXNMEM+qO2PVnfGAL137fFYXCf6Va1X71O0yNTtM9Q5TvctM7WKiQXuF8QazNGg0jgKDw2HRyqT+mUrqdjN16J0Jysw2BBcbxVKjJIC+6Na2MssM2Rfr+VD0vS+8edYiZ+2zddWvUbkPFjM9hJ85xI4sEXsrwyCpfo8iK58NaIta+Vy88wpIfv4MVpBzkyB5VRPtKdE8RLhHkK8QuzeQ9hg6/1RXSeV2UNUNdHmIKg4TJHf7qHIfVe2hisnav19blDXJYqUoUW6CKpL9CsaCdSiXbVnGkLufbWSj5wUNGwK6QSx31fqo75Cf63l+C1FihuNdguJdP6CW5l3I9YhCTYiBNq44Xz0a1OMX7dEAyC+aI5btGU8DPkY7dqsb7JQ32akOmRU9KN9lWh4wcfNss2KxqqB0UyqbCnpu+pS/+6Bces6RBYCpX5NYxqLznDQtp13DSd1y0ractS1nbcfKB647L5f/XuPxp8eOzf+n/u5Vj1WgZGRooDYfOwwkjo+//NVaP1Ll8bK/8DWf4JO7u08/Qe9wbCH6exjN/+3/l3zI5g61V6B287RTwG4B85zuZATVCqwChLgGo+pSystVananh3SX93OxjscgeYhJSd5D8i4X5YgpjUqipPSqDMg5b5GzDjnL6VIL//QXvSquGkEd31Cu3caVo7BCUpKu51ltSq8wFbqsUu0QWiKd9IpVGR23frwWhZXEo60oXGRzXaCI+RhRmAjmimtl77935d/jWU7Ts53RUVw9FNCYMxq7orVLOrukM0uCWRFNTTQ1omuUaVG6QWmP1h1OC44CrSyiTZ4sUVuCNgTjiMauJ20JxtIqx4UpOTcFZ9pxoRwLHBcYLsRwIYrzqDgPwlkQnsZYNUKJUKlIKZEKTxk9lXSUsWMSW6rYUoaGSaipfM0k1EzCikm3oootk9hSSks1Or6IHeYZmo/P0sCMpiAWU0Ixw7sp3k3p3ATvZpy4OffdLg/MDg91xQNKHorlQVCcPM2WD7hROG5VBS9VBbeqkpcmFbeqiluTillRZcWBQVB0Al4i3gfOuwBNRPmIbgNlIxRecFFRiqI0Bc4ZzNxgncnqcdL39aJDLTrUhYdFh7pIjW910cGFT/ueQzkuTiMzi8wcMrcws8jcpfVh2abrq0r+5Aa4XOosZaLIunEeJBWCFfA+EDKE9SEQc5aJiDAVoYpwGw2qQighZVaiquTaWSvhmMBp7DiOntPoOY6eo+A5Dh3HwXMeAx3Cw9jxMD65VZ5AdGRuAjPjmZmGmW2Z6SVTtcTpM07bmpOm49zDwmtW0dIxy0rxXi1+SOCVZz7XAIpIqTsmumNiIhMDU6uZWcvMOuZFxdQ5pkYztToV09KGQlusdhTG5SKsmlJbSusoraMyFqcN1ji00oiowZrHxzQo1knER6HLGT59A3ToU4kMA9l9o7HXUKwzTMbZJ+lP7cP6+YciujFB9h62N3G0HCJtDMNyOi6w8J6D8kmK+21sYxvbWMe3fdu3baz/g3/wD/jc5z7HL//yL18J0X/5l3+ZT3ziE/y1v/bXAPjkJz/JX/2rf5XPfvazT3ydpmlommZYPzs7exve/TY+qNGDcB9bQrZfacOKpstqcvGD7QokJWHtF5w3j0bWK0lRfrq6v1kI9FJYXXIwvT0A8oPJywmYT19m6nYHcNPD+xA7Qs7KhE1l5KB7HAnWhNyn3Dh29KgNi5dR/0/SuiBD90+kh0KypkTZX72X2gxUagSf0mGbwotZsc+s3MdkeG2USUXudQLcjV8OUP18gOtjiHhM7S+Sr/PqHierJxUtV0yLXeblIbNij2mxl1TtdpeJ3mFqdpnpPQpVoaPCRIPtNGaVVO2OAqscOuox8soirWRxoirglkaZCqUnoHU/JLE+vhPU0sMqoBYelgFWYYDwLMMA499WlXtpkpJ+DMr9U57NKZgLVA2xOEP0EVHdJcibxPB7SHsERGhI0zXnPcHwQ1RxgHIHUOyjin1wO1DMoSjACOI0sdRQWLwzqLKEqoLCogqXbFeMTSDdrIHu5vffgzzeP7hajb25bfjNXO5ejfqKVz7PlYV919sGOB4bfGgTRJeAxEAbVhtQfNGcsGiPOR8g+ekV73szrC4Gm5XdyS3mxWFWlO8xKXYozXRgNka5pCC3FZWdZfuVNSh3unzHBKu98G/Ihs/9kWXnOW1bTtuW47rhtO2BeMd527HwHRddx6LzLL0f5v6FfYjf//Hf3L61hegf5ZAQYdGlnvvTRlwLjdpNYL2H7Gq3gJ0M2ic6WRks/LOr2V0uumDXkP1JnlJv22fu4gDLxQvSZRX5Za+xmC6yapFTxs7zOTprB58xmqdQvsqgDkrUfpXneTookSqbUuT79sbnfpYLTz/aFxP09iHD7xBovB+UzV6EixC47xse+pZHvuNhaHngW+77htPwZNg/1YbbtuRlV/KSLXgpp68ch44T33ESOk5j4CR4ToOnvea9KxmDdnBR4UTYFWFHRWbSMYkdE2mYxAYnNWWscXGJjUtU7CAGdATTpwOKwQxzixGd5+vtWgw29uuWyldMuinTbsbEp2qRZZhShik0z55K7JVn5ZYs3ZKlrVnZhqXzXNjAwgpnFs6c5tgZjpzjQVFwr5iwtFVqAFzLGMeN5RRl7Nj1C0BRa8dKF/jsYRZRrFCspB96L9aj8G+xHogTTyWBUgIl/SQUKlIgFFooINtAMFhEWK0TZLRJtW+V5iIqToPixMNxgCOvOOqEps+VuoY5V0Zzs3TcqBw3q5KbVcHNSZoflC4p8fOxMav8vQinYcWj5YrgBe0jtku+4mUnlC3sZljutMJohbUGO9NYo6AV1IMF6mGLepTB+IWHRXhOOK6QmYGZQWYGmef5zCBTPaxTpE8wiNyH5LIAkv0eRVJRyVxMUwVBYhwKQyF9n0iGLA3pfW+IRAtosCpiVCRk6xavBK9kSHlLpiRCJx3LsKT2LXVsaGNNKzVtrPGxpYg1N2PLgdTE2BJiTRc9q6BZBccqOlaxoo4VDRNqmdOyS8sOgmERYRE19zsNON5q5VZNzFA8ZCiumDnH3DmmtmRqDVNn2LGGqbW5QWpwxmGVwRqDVYbSWCbWUVpLYRxO2wTPsz2NUQqjNTYvv5X7VQ/Mw6X55jLD8nUgXomAVhhtcGLS4+yzg/ixFdRZ0/L1Nw7e0t9iG9vYxkczQgj89E//NIvFgk9/+tNXHvON3/iNfP/3fz8/93M/x2c+8xnu37/P5z//eb71W7/1ic/9D//hP+QHf/AH34m3vY33YaQBZv+Y7UrjlzRhRecbQgblvde4Atqw4rw5yurQB5zW9zle3uVkdW9Qnl8VRjv2Ji8NgPygB+bTl5kVByPv7phV7Kno31n9cFCqK6Wx2qG1pTBVsrAbY1o1VpSvl5+8X4/UkT0eVmv17lhFObRH1gr4tX3LSHg02sY1qnWflbiD8jamuY8NwXtiDAiCNRUH01e4MfsYWhtMhuxGJcV4lLABIS8uQfaL5ohFe0KUwLI9fSqULEyVFO3F/qDWnbgE2Sd6B0dJoQpMdBTKYTuHCQpVJzWYCqRs3LA+p6JA5azB5MCnUrP0hkrQfTiX/ZlVoEpULNGNwqzA1IJagV6BXkX0StArQS0japWnTp5L5S4KZBqIVY24c6J5lC1X3iSGL6PCg/WAyDWQXJRGyj1isYcUu0S3SzS7iJsT7A5SThGriQixACkgFgpxBiksFAFxLTiDmGTJKDrmbNcVilUufL/5aR4rmguMC+cOxzzGDNQG4L6uiX35YcPA0TWvtX5g//hk8hFiw6I9y3D8hIv2mIs6fU/P6kesuqcP1jpTspsLd/bTTnUzf0/3cKYiZnsoSPYsvaq8sBMql1TlyXqlwJniLduv+Nw/CLK25136boDfp03LSZNheNNw2nVcdD5lvg8gvGPpA1188VpaRilm1qa+mLPMrGXqLKXJgGLdSbky+oxq4XGbFhj3l1n3g8fbR887tnDpH9N/D6JkgemwzkjkJIPoKQJdyBa274NQ8vgv6CMfZ2dn7O3tcXp6yu47ONIR20D8nx+klKY6JBX1WZcu8Bkas3pGRfXMbgL2DNyHqtkTk4sxZ5V3/7hezd4XgCsMlAbVF2+4BNqfpGZ/rCBH6CF5VpPnitXi4/qXFpOyVC66dFPLtisc55Hga5TSQ+y4DMarAZD3c0rzuLq9T7W/UkqtHluN2RfbR6HL0LxXDnYx+Xz7EDkVz4PQ8iAkFejD0HI/tNz3LRfyZNi/ow0vGcdL1qW5NtwylptaUUkkSKALPsEbSepWJBCkIaoVXpYEatq4ZEnDqXjORTgXkt+wWJY4VlJSU9Eww/Nkz+rNEBxLHBcUnFNwwUQumMULdsI5e+GCvXDBQXvOjoBjglNTrNrBml2c3sPZA6w7RFtDHWtqarrQEHxEd4LqFLZT6M6guwLtK2xX4boqg/eSaVcw944ivrhf+oURzlzk3AUuXMfCNSxczdItWdkLWneBN6dEc4o2R1geUnBBKULSTCQ/7oCm01WaVEGnS1pdpmXVzws65dZz0rLH0uHwytJh8ZK8m70YPKbXpbxLIexYYc8Je4Ww7+CggP0C9p1mYhP0I3ckIooYFZ4ECwN6AM/OK4qoKIJQBsW0g0nQKVMiKoxODWXjFGKBCO4M3JHgjhgm0z7580cLYbqeYp77S+tSrG/g687L6JNHSZ2/KEgI6doQBWIkSkyQnJhv6pFoklWRKCHqvG7TXLRkC6NI1OtjOulSxyesO0DtaL1PSxwvt6EhPkGV9VZCRBH1AZ2+Qcc+ndqjZZeGOY3MqOOEWio6cVgVmOjA1ApTo5k7y9Q5ZtYxtYaZtew4y7xwTG2BsxmIa52AsrZUxqbim6agshanbQbhCquSX3sPx63+4NX9eLtAfN9YVCi+Zm+Xm5MXNfB6erxb7ZttbGMb70786q/+Kp/+9Kep65r5fM5P/dRP8S3f8i3XHv/5z3+e7/qu76Kua7z3fPu3fzuf//znce56cHCVEv3111/fXkc+4BFiR9eD8jyvuwWNXwyWKz52a5Asmi7WXDTHnNUPs/XKvQGUd6G+9rW0MuxNbmVF+csbwHxeHaIzxBaJG5YvYQBggkJjTCra7WxJZWcUdpLtFgpcVozqpxSv/yDG2gM6nZMg6+XWr4Z2ZJSAF4/EQJSYVFSSB/GVwWiLVhajk7JdoVj5iwTY66NL0P2YizbZxzR++ULv2yi7VvPmyamkXLf9XIpkGiMuebVTYPt1nbb1KmGrC7RxWOMwxmG1xej0PCpD4HXNqJBqRUWBLmJWAXPeYhYtZhEwK8GuQLcg+gzRDxDugryB4j4JnFwfoh2h3M2QfIdod4l2B3E7RLMLxTQJagyIUUlJXmooHMFpYpEsIMWCaEXUmkiqJRYlIhIGi5N+kswF4qhuwPrYVBsrEoeBlv4xaT5eT32cdFz/enH0fE8+ZtjfrxNThi1XPEf/3lg/9lmjMFWC5JObl2D5LebVIU4Xw2/BhzxQp/L3Ll8PKjujdLN8fVjbsPTXnKviynZ9brefNi1HTTNYpBw3DWdtx1nbct51XLRrGL7wSRn+dsDwmUsZu1Nnmdo8OcvEGCZ2XRtrYixTZyizbY+iF+3owVoUMtjOrxFHYFwyFRdJjgnplPYDLIm6rwdqZLQvXW7iAMYTswq5L91b63YSkugupPOyCC1Ln6YmeFahow4ddfBp7jtWoWPpO7xEPvsnvpn/9WufeOHz+bR41n7SFqJfEe9WJ1NCJPzX4zQKXdkrAbV0IYP1Zm1Xcp7mnCXwjH+GH6ZWCTjvFhsTO2vQrqzKkP1SpeTeI9uO1OxF8mYXnyF5G7KSfATJJfsXBUEu2mS9cppHgMdVqp/yvtVeAZcV5Qclaq9EOZ3gV++j5hMEG+BZX5zV6aRMLy3K6bSNdLHo8kWxyx7YPkaWIbDqurRdhDYEzrqWh03Lo7bhqGk5ahseNA0P6po6PBmU7zrDzcJyozQcFJpDB4dOs19AoYU2eFbdgjosqP05rV8QwgIfl8S4IMQFPizw4YIuLOnC8i2BtiiGKHOIOxBnBJnjZYeWObWas1JzFnqHCz0jPkdjtEDYITJXsIMwV4q5VszRzHLjYBFSLfelCEuBhcAFwgWw4Ck1/ASqCLudGqa9TnHDw41OOOhgr4PdDuadYtYppp1l0tkNxcjzRFCBpVtwWp3waPKQR9OH6/n0IUu3eBFvm6s/nkDEEnEECiIF4dJyml+1fPVjIg7HBRXHG1PJMRUnaPUMVROfELnUKgqNVjrNyYUs877D+gYvnd/O00vcPL/FwfLgyr9JVJGT+QmPdo843jnhbHLGorrgolxwUZ3T2CYrn2Ro4IlEYp4PDb3ckL5qexxMld7fYbSjMBXOVOu5Ha+XWFMOHce+wWhUKsKqlEPrAqVKjC5AORSWSPIFDzH50UdlAYNSNg0SicJqO2Q1OGWx2lBZR2UtlXE4YzBKYwcQrjMcT2px8yGu0fF2xhi6iwiFMeh38NxtIfo2tvHhirZt+dKXvsTJyQn/9t/+W/7lv/yX/Pt//+/5+q//+seO/fVf/3W+6Zu+ie/93u/lz//5P8+dO3f423/7b/PH//gf58d+7Mee+TW315EPTgzWK6EZ5o1fUvtFBufZnzwrEo22+NhyXieP8t6fPIHyu0+EqQrFbnVrUJHvT14e5rvVTbRO/QkRGQB9D8CihOyCohIkVRZnK0ozoXSzDGBdgmDaYfRmMr2IDHWOogilSbWL3sn76fst+gyCDdiez7EPDW0WbfjQEcnFGGP2R1YKhGQXM8D2Xt1u8aFNVhr10UjFfryhbE9ikfaJWQfvZBjRWNHZ2lRhI7go2Ci4GHEh4vqs7Mh6Oatog4KYp6AgaEu0Bd44onGEbBkalSFqlY4nElUkqDzP6+N/QQKRQIwZhH8A+h/vVpR2ugnHJ5ugvDATImF9vQgdkWTXpJQZCneWdkrpZhSmwuoi938cWtkMwkeWKdL7h6f2dxsCZ23Lw7rhuK45yvYpp01Sjp91Hedty3mbrFNeFIdrBTPrRjA8ZefOrGWSp6kxqZ9lDRNjmFlHYdQA/PsMVjPKZrVK5Wz0JGQqch9MK4XV/fHrY/trYp97Py4ymuZrmN6Ddh8jXQwEEbrQi4HCwM+a4Kl9x7lvOG0bzpqGC99w0WVAHjwr37LyHat+OXSEF8DQ/5c/8r/h2z/xdS/4V3h6bCH6W4h3q3HoQ+SL/+kN4tJToii0xuUvvnEmpbA7gzE6eYpdYbciIskPLAN2MmAfgPtZm3zXn+WvXBpUBu3slqhdBzsFau7WBTpQSVEeR+NRWkETkIvecqWD3lfsuHm6mr7QG1Yrg6p8v0yKeq2uLizaf3U16fzYBMqpTLKrcZpgFZ1JN0Off+g+pgtm+kEHupAU3m1IRRge1jVHTcNRXfOornlYNzysG7onFIxTwK7THJaag0Jx4GDHduzYJRN1joRz2rCgDUuabkEXLuh8huL+Ah8WvAjU00pTmimlKijFUkaoOqHygUnjmTYNs6ZlEoQqwCRAlScrm9+l1k2oJ7s05Zy6mtGWM1bllJNqj0dujxMzZSGOpRguomURDRfRcBEUFz4VRX+7olKKHa3ZUZq5UuwoxRyVliHBeWCukhGFUhC14FUqLNnbYkSliDld07Ua10HRQtEqylbhGnBtxLYB1wq2EUwDrlXYRmPC09Wxre04ny+5mC04ny44nV5wlqeVq8k4N8FclRTL40lU732fCrJC2pYk3sMtbj1d2iajbb1yerx9rKZGNsFzD5qTKkAG2Eze97zfyaqb8PLFK7x88Qq3R/MyXHYQT3FenHF3fidPb3Jv5w73Z/cI+q2B/bcjVD8QoEaDA8rkbWrYNuzvj2W9XJjyCQD88XWjHU6XmKysUYrHVCR9R1dIagKtNUrZ4T0k+F0Onc11R2hUFEqZnPKblUhKDV58ffFdpdiwUNlC8Q9HbOHXNrbx4Y5v+qZv4mu+5mv4F//iXzy27zu/8zup65qf/umfHrb94i/+In/qT/0p3nzzTV555dlqXLxrGbsiHNXN6H6UlHT9PcmMgMBHOaLEDUjuY5cLeS5pfZ3AamhT+04pNKk9sGrPOa8fcFLf53h5h6PFmxwt33yqrcdOeSOpyKcvs5+Leh5MXmZv8tIAt9dAd61ojz2wRWF0VhabgspOKe1sQ03ew7HLETL0akOkiYHGBxa+Y9kF2hjoYgJjhdEU2jB3lp3CDVC9yqDp/RQiKcOYGLJVQW8Zs7aOAS5tyzYxL/D975XsMQ+wxEH572nDpqo9DIrnmF5RJfFMr2RPwH29rJTKtjvrwrLp+Tp8WKaBG7/Ch5bOr/DdEt+cE9oFXbckdEs6XxP6DE7x+OhJ/yKeSKcEr6DT8AzdtA9E6NweN3kQY9xW789tOr/reT9pzGZ/RZmsOt7so2hlUl9G6/wYlZ9383Fm/Bz52P6Y9H7ycu4TjZ9fb/SFLr+PzeONchQ2ZV6Oaxp0oaWNHSHXlUp9HIfSjsJMsaZC6WLYLsomZXO20fX5GrDyfm2hklXj523HeZemi64b1p8X5s4zCJ9lm5SJG8Fwk1XhGYT3qvHSpP5jb0dpRhaPvQjJmQTBrUoWrZsAXA/HjoH4i94DJQ8opPMWh/MX8nrtO46bFY/qFcfditOm4ayrOe9aztuGhW9ZdC0XvmPRtSx8R3gBq5VCG3ZcyY4r2HEl82Gets3yfO4Kau/5ky+/zo3J7IU+87PEs7Zvtp7o72UoOLpd0LYGE4XYRVQIqCDYrsXW4Bbpj1SIolQa10MNo7HWYGwG7Ycl6laVYPKlkCip8ObIV1zO2qxkz6C9Tt7k0gTk4fXpeMzWanZEkOOsKO+e8qOZ2ku+5GtVOVO79ru7rCo/bYYRv0FVXmmoCig03oA3Cq+FToMH2hCoQ0fTBJpVzGAoQfTGtzxcLXnUrDhuGo6ajuO64WHTcdx0T3SPUQi7NrJnO+ZmxdwsmKkzJhxRyCN8OKP1C9o6K8oRHjz5rDwWpSqYqoqJKphSMMUxEccEyzQaplEzbT2T5ZLpYkG5OEP7BUnDfX2IMvjJHD+f01ZzjqsdumpGU85pqh2W5Q6dmRBULk6iCzAV2ApjCm4bxyvapAauK3G2wGmH0wZnLEZrmhCGkduTNvl9jddP2xanNDuFY7dw7BYFOy4t7xQFuy5vKxxO62R/ECIxCNH7XJwxEH0gxIDqkhVHCB7tBRsiRQAdIwbBRNAETBSUEnQRoQioOaAEbQAdQWmiVqyyJYdSKuUjocCDaUDXYC/Anm1O5gIK77hxsseNk73Hznt0EHYVflfhd6DbUYSpppsrQgGENQ6PCqKGqDTRCq2B4PJ3Wyk6o4gmNRiDkuS1B0Mty7Vno7AuWJS8loV0TPJ9TJ3RNHKtqKxmChQBXFC4AEUr2IbRgFVWVhgQm5b1uWAfBdyjbMfySLCLq2/k0QjNfqA+DNQHntVBx+qgo6sCwg5TmfFJvppPICkFNQiEgISIkqRt1yQ/GK01ajxZg7J5bkbbtEaZtE0bzWUgvgG/GS1n65rn7ZisBy/Igxf530Y6Zk5rjH3646Z1oFYGpZPCu2/olnqaFeYJsG80qAcQPgbkL9ajSPeVD18K9Psp+gZrr9zwkpQdPkZW3tNGz2uzXfaKd87OZRvb2MaHO0Rkw3plHMvlEms3u379df/9qKlaec9vn55Sh5DbM+uaEmMQUepUD8YZQ6HX4OEqFZ4Z7f8ghYhs2K70oLPuLmhDPYDq3qNcK43RSfy0aI44XSV/8qNlAuXHyzt04dqKh8yK/U3blb645+Q21hTDexqD8mV7Soh+yM7sLRWcKZmXh7lQXznYcjzJf9jHyKLrhkLctQ8suo5lSPfMLsTBasAoRR0ij1Y1j5qG3cLxynSKdooHdc3d5QoQrDYUWjGxlh3nBsVnaQyl1m+5LpjEHoSHvByH9dgukeUpsjolrk6Jy1NkdUasz5D6HGkW0CxT211n/8NhMikjXJm0rvt5arOizbBN6VyZ3iSIibbZS9GAsum5tcnHWYzRGGUpTN6WJ0ERtUqKXRWTOhshKuhii1cdnXgiQqOS1QXtEuoLdLNA12kq6yWTZolqV+i2xrQNuq3RXYPuatQL2VxkZmAcsahoq4quqOiKks45WmfxztFqjTeaThu8UnRKEZRKdqwxw/lcyFL1gNhYtC0wzqGNQ1uHthZtCrRNFjKXhSnmEuge+9KbkXgFpQGDKEMqoJXmgmHtuBvxkZwJDz6LFgc19WCzQRZQqWFwI3dA8ilSw6IoULIWP/bf87HV5WhYpq+zCfRls/LATi/k6cVbkt59fjMolV5Q929DS9qf7y0p89kPpcNQQhwKaWrAEtFoXeDMbs6kTfZDYFGi8W1MELxdJQieYfhF9hXvofhZ29I+53drai17RcFu4djLPGLuHPNspTKxLsPzNBCne6i9YZlCAuBapdpPKnnZa62y5f/6PtY/xugE0wcJXG+nwqZ3eCcBidnhof8z9MdtqOzXINxHIRDwobemCTQhcNysOGpWnLQN513NWZdU4/208AmKxxdoF5TasFOU7LoywfFhuWC3qDZg+dQmlrRpnRMJXqATpAMdFWqZeEwRJ5hD/VZLeb0tsYWKJhJUAAEAAElEQVTo72H8X/+//xPHTcuNquT2dMJhWXI4rTisSipjBsX0qosEn+Bh7+2tQ4fz4BaS05agRFOQvGWN0hircVZjrMFUqRK1enV+tW1MG5Dzdl1wo59G2/ACiw5ZdMidS9BWkVTjY1/ysf1KuYYzj6nKT1tiTOqIXlUercLPDaGwCZIbRaeh1ZEaoQkNTYyEdg3IBfAhcNy2HNcrjuslR/WK47pJ2xrP+VMErloCO5wxlxMmHFHxCKceodUDCk7RIW74jbR5ui6qAFM/mvL67IrliQdDxxOqXl4bsagIk13idIc42UEmu1DtoKZ76NkBuko3o4m1zHSBtiW6mGHLOdqWGFulbbbAK4NXZiiG0V+EfYw0OWWn8YFOkg1O3fkMCZMydr8sOKzK9B3MN4exguhysY0wXDgTUDqqkyrajG5OxhlcaZlrTWkMhcnFM/XaT3mYCwmcR4ZCkIQ0lyBEH5DOI20ghpB8+2MCmxLyFAUyOJYyEishHsRUMNJCY4RGg3SCOvOYU48+CejTiD6NmNOAPhd0B/qR4B6Nb0LpCxRtAuxhV+H3EmQPOxBmIXnotQrqdINUwlrFroWoIVjwFryDqASvhWCEYFTaD9mLLL12YRROKYqgcJF0/egUqgbtQfls/yfQWWgtiAYVBXesKI7AHWfv8uOrrALTdcXPwR8qukPoDhX+UBH2FJi1Gn2CYiKCCgoV8uuHpK0WRWpXVioV2qk06JRpgFGIFsRIPk4NzYwxvE6xtqUatgkESY24/vh+0GGs8B76UaJyO1RGjdN1Gty44XpVsSm1oeIwOFsNnUeri3Xjuk+fzUWh+gb35XTlbby/w2cg3mXf8x6QJ48/TxM6fBRq33HU1pw2Neddw3luvJ60Nf/d1/4h/uTLn3ivP8o2trGND0D8vb/39/jMZz7D66+/zvn5Of/m3/wb/t2/+3f8/M//PADf933fxxtvvMFP/MRPAPBt3/ZtfPd3fzef+9znBjuXv/E3/gZ/4k/8CV599dX38qNcG0HgsKqwSg0QadzhTqnkYVjvU9B7n9ar/GB7cOFyBrDLy0P/Sa2PGTKy1BrIv1XYel2sbU7a7FXe0IU2gXK/wktLCElFnApgrhXdUQIX9RHHq7sZkr/J0eJNTlf3R+2izdDKsD+5zeHsVQ6nr3IwfTUvv0Jh15SitwXxsWPVnROadYZxypxL7ZpZcUBpp9lqbm0xZ68B5SJCk1XlbQw0IbLyHYvOp+1R6GJgDPb6jOEHqwTH7yyX3Fksr7TVnBjD6/MZr+/MeX0+59XZlFtVRdd1PKobRGT4HhTGsOtSzZdSQ6VS3XmDQPSpXo5vkOUJsjonrk6R5TFxlSH46hRpFki7JDYLyMtpWqXn+BCEBso8vV0hWiPFhFhMiK5EiorgSqIric4RXYl3BcHavK0gFhWiTeIGYpJXRi+W0YZSaSYmqZe1LtDWorRNQhltUdqs16NFGYtYczUjGf9+Hqt3sznvl5NIQvAe2iAb+0QigUCUdlSkEVBZ/ESC00GgjkLjI3UQ6iisgrDykVUQll6oQ0zHq/VkMszVSL72SV5PJe40oDWjx6VeSw+DjU79GMNaeDU8Z3+80tlSJF1TrTIJ4/Svh0ZUGvjRGdHLYPWZ+0jaYJVFaUcnipWHZYgsfOC89Zx3Z5xnO5WzLMZb+efLVC60Zr8sMhxP870yifjmLhfdzErxNE6wHpiwat0HNEAdO+6uzvnN01MeNYvMnmRdEJO1bYywCYXT9rj2Ch95rY/Xh0Kb/fGQvezXx63XyeKstXf5OxGVsey4DMKLgl2XQXhRsmMLZq5gbstsUVNgtXrMTz6uJbFruV9U+GWqSWaDxgWFbQ1FZ3BeYYPBisZ4hVlo1IXCnMH04w4e1y2+6/G+7qF/7nOf43Of+xxf/OIXAfjUpz7FD/zAD/CZz3zm2sf85E/+JJ/97Gf5rd/6Lfb29vjmb/5mfviHf5gbN268S+/62SKK8P9+4861hQYqYzisygTWq5IbZclhlQD74bzkoCywWuOj0PhA8BHxIavZIzp4dADXCW6Z/tAlihKDpVdjqATYrcY6g94pYL9E6SfZxvQq9jZdWQd/8uIxFfxYVS5nqbBo77fktSIYiFbRTTTeGVoVqQ3URGqV4F+QZHuTanMmH6aztuW0qTmp68Fy5aipedR0T4XkAEZaSnVMxVEG5f10TKnOhpHUK/8u4XEg3i/PLi0nKH7pPAJomxoMJo9GW4M4TdCaYCyidLqZZzWAMg6lbfI41hZVTlHTPaj20NN99Gwf4yZoXWBsgTYFypZQVGg3AVugjAPjUMam+RPgnMvT06IvELFOn8ojnhJTmmUIuRGcFCOr7APXpy8ZraiMprSGQiclyJVQfDR/q6EAfWmbXALtwzxDd0JEupiyLZqQi+bGYaxD7Sm4kesFmDRXSiE+IqfJ0ihN9TDntEV70EeCO7ri+2ZVru6Z6gFwUMCegx0LU7N+fz4i7boFlgrYJEsbrIJSI0U+bysP9fqzKBJ8p1Aw1amzedqhH3Sohy3qYYt+2KFWV1+jxCniDUu4YQg3DeEwLceyfzOACEYEEyQNmHUh0/1sY2PS+wwzkFKQQiFGIU5S8dGxTLv/LSk1+K736vsNBXle71NOk4J9fJwalOh9J/RqAK7ymsqv2as9hqW0f/y4jefLr3/JNmUbH8xI17eQO0YJkPc+gE3wLH3HeZdswE7aFSftOuXxomvSctdw1jUs/fUDpf/NSx/bQvRtbGMbzxT37t3jO7/zO7lz5w57e3t8wzd8Az//8z/Pn/tzfw6AO3fu8KUvfWk4/i/9pb/E+fk5P/qjP8rf+lt/i/39ff7Mn/kz/ON//I/fq49wbdQh8E//03/mrF2yn7MXp9YmJeCQSu+ohr5H3w6A/t7c35cfL/jcw/e4UZMCxiZ2ki3TsnIQBnFHUhlqCqXX8F1fnXY/hvB9GyDZrqwLenYjn/Kk6m4JMQyD9dbkwoqqoJWa09X9pChfrGH5sju79lwWZjKA8jUwf+Vx+5UMyttQs2zP6HGS0RqjHUYXTItdKjsfILkzvSjAXdvG6X2He8/yNkQuulR8rw29BUscXq+NMdlprhrur1bcXS65s1zyYFVfi4q0glvVhNvTCSdNw5uLJasQ+M3TM37zdH1uFHC7tHy80HzceD4uS14Lp8zrU+rmnLZdYNolrlti/RLXrTBdUlKr8JQ6Xk8LpVHlDFXMUl+un7sJFFOUy1loErPSN3k/D4UyRQbLl2QBE5PaXdbTuqjm5e2Xj88FHofnlFyIc/zaMdcZu/o5H/98CooZqpyjymlaLqbpsxUTcFMoJulzlnNUMUGKKcoWKG2JigRe0Um0lNX20dikjjdJzS0q1fVBZ/Wuyr9zUr+mB49B1sU3Q7ZE7IFnsrXM2QN0aZyk68Fk3x0Uoii8CN2QJJ/YhPSDeiKIqFyYcQ1gRUmG1Ak+BxFan6B4HYRVgDpEVgFWXlj6yDLkuRdWIdK+eC3K9zwuDzwmu5JNcZ3A4DP+PAjYKsVeBuNrOO7YK9PyflEMcNxqPWSAhrgWWvVWlT3eT5whXUfO24YvL475yuKUO6sL7i7Pubu84MK/xd//exjrwWSFU4a5K9gtslJ8w0KlYGaL7NVeMHUOrfSQSTu+P/bf9bW6Xg/3uVKbNEAtBhc1RTCYmIC4bhSmBd1pdFCoFvQ5qDMFC5BzQc7ydCpwcemz/K+A2+/iybsm3tee6D/7sz+LMYav/dqvBeDHf/zH+aEf+iF+5Vd+hU996lOPHf+Lv/iL/Ok//af5kR/5Eb7t276NN954g+/5nu/h9/2+38fP/MzPPPPrvhtefz5G/l+/9yV+5cu/x4n3nPvIURc4bj2LpxSp7GNm7QZoT8vVAN33ygKVXyt0geiF4BMETOrPSBEU1kdsgAK1VrP3FzqjsbaH7SYNUxo9jNReVpVHH/AhWahEBV6nqSsUjVPUKlJrkkWF0Xi1VooqFD4GzuoEyE+aOluuJNXBw7rl/BluKEVsmMsJjhO0OaXkhJITqjy3rAalaRE1lViqaJOnOAWVOCpKKlUwoWSiS+a6YqorrLHoPMigjBo8t6MmFevrb/pKJwhu0ui2UhZlHNoYDAanUkVxZ4qsUrUZtmm0cmk5wzcyBBx88JRGuQrlJihXJihue0ie5y9o6fBORJS1T1kU2YDiHzQvy2FgKLemxEekDskOqYsJuPeFdVUGsTb79Rs11DWQEFOR3QzWOW6IxzX09khPuioblTM8cqbHYbJHYj8XCRaGAsH0qnrIdQMUYhUsPfKgRh6skAdL5P4KOaqvfV11WKJuTVEvTVC3JuiXprBXPD7YFvK5CQLdum5BsmJKBYmZWFRpUIUGZ9L7Gb6u46LGcgmfqw2wvQXS23i7om9g90Vy+gI6bQyctw0P6iWP6mWC403NSVtz0TWcde0wP28b/HN4AVql2Ssq9ouKvaJkr6ywSvOtH//9fOPLX/WOfdatJ/o2trGNtxrvxnXk3nLFt//cLzz1uELDxCgmVqe50Uxsmk9tWp4azdQZZtYyNZqJM1Ta5poia3WkxuTB8JRJFrPwJ0oCPhGVQVwG86gE4hI1y8+V2iZWazQgEhA8Ej0x1kRpUeJReJQKSe0JFMbijMNpi1aKRfOQs9UdTlZ3OF6+yfHiTY6Wd/HxeguWeXm4AcoPZwmWz4r9jTZTsrJYW8NEkaxATYry0k6oih0KU2JUtpNTLtvD5Oih7ChTrwvpvtn4JKBpfLJYWAVPF9LARezvkyKcdh1HTcuDuuN+03Bn2XC3bliE6++lUyW8YiKv6I5XVcerquFVWfFyXOKkg9Ch2iWxq7njFV+SCV/UM37P7vNFd4MTe7WX7o5f8onmPl9d3+WT9T0+Wd/j480DCnm8Tx7dFBkg+AxTTDHlFF30kHiCKiYoW0FRoWyZYLIrh3Zs358LSpOsU0wCw8Ym2weRQVW8zpocnfvLMWo7j2frBbnm+PGhm8fG3g6VDI9zAnkvomok0ua/dYiBYIoEu7M3+tBnNTZbzBiUdlkGnb/52uRMdJsb+2bY/zyt/GeBWVH62k8yfH/7ulUiSbwnOZtFjV59yGLJ/dYgyW976QNLn+z4Ftlu6KLzeeq48Gl50fnnthYZXhvSoGH23J5ma5HpyH8b0jUoRkb2HozUyuvMby/xUib45fV1faRw6XHx0nFeejD91kMr2HXFJTjuBuX4oCIvCqbWrN9DTIr/MHovPdi1ulfTp2U7+un56DlpGt5YnnJncc6dVQLld1cXnHfXX2NvVlNem+5yo5xkCD+2Z9m0HNO5r7qxn/V+pdbr/fKg5u8fm9+/ftKxSoGsB2r7fePnWqdYk7Kn1SjBmmQ3sx70GVuiJRhe6FRza6jdOByjMQF0TEDceoXyCtWA1EAHUkfkWJBTkLOIXGRQfppA+WVIfmUUoA4UaqYo/rcF9lPvnP3oh7aw6OHhIT/0Qz/EX/7Lf/mxfT/8wz/M5z73OX7nd35n2PbP/tk/47Of/Sxf/vKXn/k13q1O5tG/+D+wXJ4RbYUqpoibEN2EpZvx0O3y0O7w0Ex4pCoeUXIkluOoOPIppedZYtfZNWQvSw4nk2H9oCiYF0lzHEKyjAldUrTrkOwVTIDCC64TrEClDI5U9VrrNFLrldBqqFWkKTSdI3mQKSFYELtO+/G+47QH5HXDUdPwqG6S4qDtOI9Pv2VOQsNhOGYeT5LFijkhmBOM7iF5vXGtsDjm5oDKvkTpXmJqbzGxh1R2QqEtFqHUQqEDRkny09YBTUSp/oKcVabKZH9li1EpNWywZ8hFAhNoz55pJlWGNtqhtcWo3oeuv6ClBsbwhrM69rp95Mb+Nt5/MQDk3ke8i0jtB8AuIcNlcjuxB+sZsg8DUyEmC6UrFOxy0mYD9GvCqMeK9LJXwHlH7GH5g1VS1F8VlUG9NEXfmiRg/tIUdbNCuc2b1Ubtgm4N6jEqwfoellcW5fK601fWbNjGNt7JWAPyNSRvg+esa7m7POdBveBRnZTjp+2K0zbZq5y1ST2+9O1zdRCm1mUwXg3zftq3FfumYk+XTMSBB/FCbAQaoWkDn/j9B7x0e/6OnY8tRN/GNrbxVuPduI6cNA3/j1//dX796A4imjrCykeWIbLK9gZvpQOrVYbvRlEZ8lwxMVBZxUSrBOMtVP2yVpSGLABRkL2CxwP7iXkmgY0IeO+Tl3Q+UrJXMmh8qKnb+6zqOyzbe6yau6yau9TtQ67DgkoZdqrb7E1eZW/6MgeTVzmYvcr+5GUqN8nZnj18DQTphiKPQTx9Lp9VGqscE11R6gKLwUYw9QWc3SfW5+A7iB3iOwgeycshpMl7Twwdnfd43xFDKlZJ8Kjo0eJZiuKenvGmnvOm2eFNu8sbdp87bpegrgYhSoSXuhM+1jziY+1DXm8e8lpePvCL54Krl+PYzPjd6jZfmL7GF6av8rvlLb5i94lX9K00wis68HEb+ViheaWy3KpKJlpT94CSJAwqtaLKBQWd0TjrcNaiTIEYS9I7J0/ugErLCFFpBJ3U01md28MppVJGcw+yUtaDGTIdEmTXg9fyoPxlnTWhBwifQjI09SHPJWTLzgQk25gyBeo88OFJcLLP2Bg7ILYhDPB4GQLSDyTpUYZoLuI6SGD6Lm3+X6nxvnGeJ5vrWUyWACnr31v/txqvqyGPdONxV+6TBJ6XPfz2HUvv117brc+FExMMv+g6/AuiM636wT1LZfUAwVMBSk1lDZXVlNrk/QY3MIH0/p/2ymtl8Pg7MgKhKvt56/460Beq1Jgh8+b5+mpxA7g/DuB7wJ2+b2tID7CTQfncueFvKAMgl3XBy5ytQj4HRukExrOCfKwkl/57Landv+ha3liccWd5zt3VBffydNpeD8tvlFNem+3wynSHl6o5tyZTDsqKIoPkwtiNDHm1+d/wHVtvfvy7vT663zH6nrI5kNP/Fi7/fi4fOYxdXdqnHnueccbUulD3BhwfDQqLz6NpHUiXlqUWpAZZCXIckSOyejwi52tF+TND8n2VpoM013mu9hVM0nuWI8H8foPaeeeEdB+6wqIhBH76p3+axWLBpz/96SuP+cZv/Ea+//u/n5/7uZ/jM5/5DPfv3+fzn/883/qt3/rE526aZqMIz9nZ9Slxb1eICPH+71Bd4ZE2B156wmOjKbgo97g/ucmD4pAHbo+Hbo+Hds5DPeGRrnhEQYfmrPOcdZ4vXlxdeFIBe85yWDgOy2I9ZVX7flViXclKaUIQgo9EH1A+QiR7RGuUSz/CznecNitOVgmQP8yA/NGq5lEXOJcnXZjTD2Iaam63J9zqTtiJSUluzAnenlIXpzRmibrim6vQTOwNJuaTTN0tZu4l5sVtZu6AonAUTmENaCUYk0YkrUkXQq0tqi8Aoi1GFwmI23LwLjZ6XCTEjoqKbMHgNrLSewSJ+8v7kK2RbVTEx+TDvkrFfGkDsuqGzEilVALOr85Qr+8M9jCQ4fVZOwLrI8h+0kAQ5FGNPHpCcWAArVA3qg1lubo1gflmOq5IHhBY+fVAAAy1CygMzB160sNykwYE3PY3sY23FpL9//rGtIwUNZe9A4Wcmu89F77lYb3k/uqCh/WSR82S06bZBORdc62V2lWhURmEl+yXVwPyHVOwowts1Ckl2EuyQG0FaQR9rtPgdAQVIEpACRS1xTZgak1xbqgOzfsiTXEb29jGNt7LsCw5fuPvcCMErHZD21tbiy4cSlkCU7ya0MkET0lHRScFnZS04miloI2WJlpaMdTB0ERDJNkvLLyw8M8PxNbK96x2z/PKqEH9PjGK0ihKPYF4Ttc9oGnv0jRvsqzvcNHcofXn139+M2FWvsK0us20fIVJ8TJVdZvS3SQ7dQMJ4z/0kftnHTGukNiCdBADVpIncKUUU2WZ+4bJ8oxqdYZbnWIXJ6jVEXF5Src6pVudQHj2ukyGvjSi4tTt8ZXyZpqKV/hKdZOvlDc4sdcPCpex5WPNQ15vHvFa+4jXm4d8rHnIq+0RpXhEW8S4NNeWWE5pJrtEbRFjk3pZp4xfYxzGOrSxKDfBuwmNKVmaitpWtKaisxXBVJRFyR+yjj8iqR5XJ5E7neLLnfBmE3mzjdxpI8sIb0TLG30BrAuAhqnR3KoctyYlN0vHvnPMXUEg6WjoFDYoTJcGXQrte203kZSt3cVAHUKyhIs+W2B6Cm2YWEdlLJWxlP3cWiptc02ovo09xqpqUFFH1r7DvYhdICndRzUicx5BgmUDoFa0PrKMnlXnOfeei7bjrO047VrOmpaT7E/dPCFj4MMeaRCuB+BpXpkEvifGpGwXY5law9QaJtZQapNVxcDwN8r1x/JghY8+Z0J6TpoWH7MtahaBdNlWMBWODEQRKuOYWMfEpKkyjtK4BJRRCE0G3eRCkbIJaMkqZr1WOw+DNhm6mydAdzNYaKZng3RNMKZ/DbMxgDIcFVNGj5c41Cjo61gYnV7Las3M2mwHk19EElBvo0+DhBKpu8DCd9xdnmdIvuD+asHd5QXH7erav+NBMeG12Q6vzXYTMJ/MuVFO0HkQ1GhFaSxTY9ktqnSebfpNml74+CGJy6BcvBDrSLwQ5JEgR5IU5b3VyluF5KPlAZKHfGEK60kaSTXiBNSz+A2/S/GOKdH/1b/6V/zzf/7P+d3f/V1+6Zd+ia/6qq/in/yTf8InP/lJvuM7vuOZn+dXf/VX+fSnP01d18znc37qp36Kb/mWb7n2+M9//vN813d9F3Vd473n27/92/n85z+Pc9ef9b//9/8+P/iDP/jY9ndSYSEifPm//o/83u/8f7BNwEYFbY3uakzXYHyN7RqKrsZ1Nc43WN888+i7AGdmwkO3xwO3m5Xtuzwo9nlQ7PPQ7vLIzvDXqADGYYA9qzh0lsPCclA4bpQFKMWDuuHRasWjpuWRFy6eCMlTzMKK2+0JL3Wn3O5OuNWeMJMTcEvaasl52fLIdZypmus+cGn2mNg1KN+bvMbe5BXmVUmhFSkjM6JN8rmy2uBMAuMTt0Npp9nfb101ewzJt7GNdyOutIdpY/Ivby/Zw0BSq48V7OYSYD9vL6nXG+S0SaD7VgLl6qVJAugj4L9hy9S/F0iNot6OpjIwsejCgNPD9GFqQGzj+WIMusdFcIbCNyTFyf+fvT+PliWry7zxz94x5XjOuecONdx7a2aogaKBahpERUWwq30VZbloGpvBQpe2M9roiy55RRFoXMvW5VCiKAL2gmU1Yrfddim/pSBgN4oUxUzRBVW36s7TGXKMiL3374+9d0RknjzDvXXOnSqeqrwZERkZGZl5MvO7n/18n2ekcnfJGOY5w9wOGodZxkBljJTdNlIZI6UYqcz6pyrbApuq3LaIa1W0i2eVgUWq1DlZqXg0gnCCEF+IGywkjYkAnU6U0JChzeXINTrDWSWBVM7bL7eD5UBLAiORmSAeBUQjSTSUhCNJMBLIoUAMBLIHog/MmNuOvz8i/tfxE3xn1ketRK9Ro8YTxYX4Hjmz+jhv+Zvv3vbjWvIwIqdJTpOMJooGmVsvL42J9YwmepviFAUKSUZASigUkYAkkDSCkGaU0IqaNMKYREriQBBLSSwhxhCKnJCc0ORIkxGRE5mcdjakNVylNR6SjPoko1Vid4lGy4SjFYItenqruIOKmmgZFhcThAyCBkeiBY6GCxwJu1ZZLtscEy2yDQRFu0TO1SLj6kBxVaC5KtRcFcB8ICEIMSJAyYBMSFIhyURIapzvtRC2Q1gIEgFNCS0nhIqxpWgohbULcTBCoIVEIUgNDI1kiGBIwMDAwAhGGrLC31oSSBsEH0vbcWyQrGQZx/pDJwhLOTvOWM1md3IKIA4ModRImWNMRs6YTOfnVZ9shFBIGmFEQ1qSPQlCYhkQSX9tl6PCiiEkwHYzZxqnNNeMcs2gsCVR9DO7fC7EUBJI5uKYuSgqfK696ME49r5qMWKtUxzB75Z1kUew9ja73f6ri3W3xRTDI6p0VmF+Y6rGkNVtk8cFm0XXCJwSPJD2sxdKYukyEKQg8s6cEuezbgpSO68Q3GXIvCKr3qY1mVHO4tRZ326LGcpsRELSqfhcd6OEtlvuRDGdMKYVxjSDiFZoleAGUajJc22fYzlhZxCmVLsL1y0hkERCEAWSABvO6hXNwljyPDCSQAnCVBBkEjkAOXKhpLFAtgRBIjChzcTSoSGTmkxmZBXLRaUNqVacHPU4MRxwcmgtWI4OepweD9Z9LRbiBvvbc+xvzVnCvNlhT7NNIASpUWhtCKT7Dg5CunGDtp/MCu1n6XKHHeuzRlGuexp93JHkZwxmqfQjN6tbJMkjCkLcXyaU5C0myXG3XJDmflpH4mZnHZcXYwn4xK4TCkSXmQHA24WLaudy77338qY3vYmf/umf5td+7df4/Oc/z0033cSf/Mmf8J73vIe/+7u/2/Kx0jTl0KFDLC0t8cEPfpB3vetdfPSjH+W2225bs+8Xv/hFvv3bv53Xv/71Rer8G97wBv7lv/yX/NEf/dG6jzFLiX7w4MEdH2T+4n9/IcPMqhACEdKQDZKgQSIbxLJBLBpEQZNQNJCiCSJBqpBISyIFSWaIVEaYjYnyIbEaE2djonxkyfd8TJiNCTNLyIupL2oNLIVtToUl0W5V7XPF+pmwO7PFbSN08iFXZUvsyxxRni6xN1thIUiJY8VKC0424EyYsSQHLOsVNLOLklA2aYX76CRX023sZ1drP3s719JpdAllhAw0QmqEybCfRghkQCgT4rBJM54rkuLjoEEo1/o419gZVAk2A4W3ZLVdqMb6MN580JPaVXsYR7gX9jAC6yEYVsj1daxT1tjOaOPIcmF9yxNrxSITT5bb6538wbpcYZX6FBc/i29SA/4npWV//EVsR3wiunReR59XYAtmzSDLODbscWLYo59njB35PVQZI0d+j3TO2F3bgLDchYVZojutEN2pK3ovpGecAOYi6zHuifE5F5wzFzfoRJEdVIQRoQysql1rhLI+flIbAhUQKEGgBFEmCTNJoAOiTJD0A6KBJBhI5MAR40OQA2CALTbXF72shQQ6IDoCkQii7wiJXrBzUouaRK9Ro8YTxYX4HkmXj/DV3/9/UAJyAapyyYKALIxIo4g8iEjDgFyG5KEkDyS5lCgpyaUor4VAC+vJrY01WNEoN/lbBhDaS45x11VoI9eQ69OXjAaqIOcTNBGKGEWCYWeJGGk0TZ3SmLhklW0ZiTDEQUAcWg/2IIoJwhgRNVBxgzRI0FLSU7Ccw5KGpRzO5NDfgAsOgIVIsCuExVC6Zcl8KIgLRaq03s1CkGth/bURKGEQBNaORApiIS2ZGQaEQhBL4cZ2gjLc3S1LnHbVqlS144lGWjPWhsxoUmVtSkYuCHysFAOVMXTWHf56pDKnDLdKYD2LIjEAEZjQXUdAiGCdmtsZuSByApkTS2yHQhgQy4BYhk51bhWuxhj6ecrQiQ5GTmjgFetrz0Xg+wEw7tozUUZS9gqc21g+loJGYN8HG+gb0IkiulFENy59uWPpiFRRVb9XqOuK/cvEqReqee10CQZTeHH7z2lpB6Lx9iDKZWzpwhYkN7qizi6vfX273rZieYfJ7K0iFLbLIC4mPwKiwP+d+MkRd1tglyWCXm6D61edDeFKNjqnbkuPSMqKiCQplssASkfEhzHtMCKU0glndBHa7CeMRAYyhSCVhGNJPJQEuQuWRBBGkiC2n/0s05jMWgxpbTDCYCTkgeK4GHBUrHLU9DicrXBkvMrJtL/uuzUXJZYsb89xwJHmV7e6RFIyVu5zjSEQsujymI8b1mLHfQYvV8LcCvNYMybVqxpzwqBPOWJ8uUKUb1VJHq2vJGceaIDQYlJBri1BLrwBu/96CisEeeLGxSGWuwjdfu76YnB2F5VEv+2223jrW9/K93zP99DtdnnwwQe56aab+PznP8+3fMu3cOrUqfM+9rd/+7dz88038853vnPNba961asYjUbcd999xbaPf/zjfNM3fRNHjhzhmmuu2dJjXIjiUBvNm//nd9BPz5YhK+eBUMQkskEkm4QyIRRNpGgQyCaBaCAdAR/IhISAVi5oaU2iUuJ8RKTGRJlVuReEe2VZZCnLJuJM2Jkg109G8xjgqtSqyXfrAbtkxlwEQaNBr9nmVOKIcjFgRS/Ry06Rmdk2E1KEtOKr6CbXMt+8lj3tA+zpXke3uUgcxoTSIEyKMRmZSp27INZ2RcY0ow7NqEsUNgrCPJCXUM/HJYQ1VggVmwQ/0z9tlaCLYqe8jzJuCFLxPDPe78wt64qqwBejZVq39WeLZGD9A0VQ8eWqXEtLuIeFR+ClQ0JeLJiqYjxz9jA+4DTXbmbXE+y2ejXKtq3aHynnU96KEHFQ+5avg5kkuZ+996EpChcOQal6kSACWzQYZWxhEYKXTok2iEZJrBNvz6y6KYJ+bJBvlSDPtWaYZxwZrHJ0sMrxQY8Toz6nx0NOjwacGQ9YScc7OowIhS38YxmQBHbwGE8NEOJAlp6DfsAQBMRCEgUBoSi/L3y7aSRtu2kkAufnWJgp2RZSLYi0QKqAUAsiJWxifB4Q5wHRICDqCWu50sdeBgIGIBw5bvq2nXDLCEB0gK5A+EtHIOYcYe62mYZrq9VgViC4WSIXd+4zWJPoNWrUeKK4EN8javUky3/x/7F65hHCPCdIRwTZEPEExkwqiMiiJnnUII+aqKhBHjVQUYKKGlZ9HSdue5s8apDFCVoKZ8QBRhq0ACPs770WytXVytbI5I6YV8RRl258Fc1oAWkEStnJ53GWM85tx1U6GpANV9DjIVk6Js9ytFLkynoCZ0YwEiEjETGSsbtEDGXMWMYMZUx2ATtoYwntUNIKBa1I0AoFjVCQSFfrU44VlFN659qTbC7UsTCyKHPlTaE/dhYXxh9DF+MWfww1sT69bfvp0EiWhHcSBDSC0m6l4VTghoBRDv3M0MsUS+N8XdV6KAT7mg2uajW4qtlgd5Iw37BKbu1enjRXjLRmkCkXXGk9u1fSzPl15wzyfMOYpLUwjtS37xKiIgkVXibqb1v/KFKIQgUfByGJU73rSgeirz1VpS6tblPbrM7fTvjxZ+jGoN7SJBQVX3pXc3oyOynq2qCsa4PAdQrY2xtBWfMWta0fB8tg28RlxhjGShX2haupuy7yfiazf54o6d6NEuaChDmZMCcS5lXCvEmYNw26JqYTJLSjiCiSaATRSUFyNCA6K1ENTd42nGkMOZr0OBQv89XwNF/XSxzPe+t+lrsi5kA0x4FkvlCX7+90accxI5Ezloox1kZJClHYJM3HSWF949+PywGFijzDjkdd4q8easxJgzmFC+/ULrDTeZKvGmtFtRmqJPkEWY71H09AGOHU41gRn6mQ3FUFeehsVxpeoOeuq+R4eOlyORfVE/3rX/86z3rWs9ZsT5KEfn+2N/dWYYyZUI1XMRgMCMPJpxT41OKdca05b0gh+aW7/yd//+gnyE1OiCJXA1LVJ8/7pJXL2F+yHqO8xzjrM8r7gCE3Nl0ddW4+7qFoEMoGYdQkiD0B3yCSi8SyQSQSIqfmbhATE9JUmptUylOyEWE+QMuAUbzIcjTPabPKoewUvewUq/lhRmq1nI2agKAV72WucQ27WgfZ3TnI3u4N7GrvIwlcgAaKTI1dEM4KWkGmpE2HlwndZA+NqE0cNomChChIXEjPlQNjKrPvU4XitF2CKUhxigLSB3BU718WsCWh7UnyUhFgj+O91nzQjCfhfFuav01pjfI+blVVwNRMv0/wjgNpPdvCqJj1LQrRMHTtZJUQmiIoRxbke+jItGrhUSXmfdiIFJOE/JVEvhcWK0zWuUYb8ErzTGNyg0kVaI1MKr7lkbTHuETgwx8zZVsfM2XtOga59boLi/fVXgQUoUtFgA64IB1mr894/9eQ5D4sJTMwBJPivsdc8TJNkvuCIKQYCYqeQJ81mJ6GjkDuFtDGjksc+a77BrTzBwyBSCAaINqinJWP7W3VAUjuBx8VtY1XVqRaM8hTTo8GnBz1OTUccGY85PR4yFl3Wc02J8ljGbCYNGmGUdEGHE8pYrxSJpTVz6EdUISBW3fvV+RI8VAKAvc9XQyfjZ3gqQZClanyVlkmK2E6AlG8r9XPvFTOSkVhlS7aqcf7AnkWghWBXBWIHtC3Viqmbyw53rMTI2tRbfStIMQR4FiCvEKIi64rNtvYiREjyvZFjc090L6XWMAYRCoKdYZo20muGjVq1HiyI+juJfye/4+Hv/gX5EYTyMAGx6mcOM8IstRe0hFBajtuZTok9NaY6QiZDgncssAQqIxAZTA6tzFTHiZkYYM8bpKHDUfCl8S7istlE7fJ4xYqaSGHOdHpQ8TDzxMOl52tyirxqEc07pGMeoRb9CBXcZu8uYu8tUDaXCCNdzFK5hgkXZbDLstRk6EIGOUKl1VNbmyAZY5gbCQDYxhqGGnjlNqasdJk2jh1L/hf4mIQJ1yB5K7HwjBWcEZRdtxdghBYyzbvL26Js7D0jg7D4rr0lLbjkEZl31gGZNradoyV7djr5zmpMoy1KvgF6xVNIfYxGIZ5zunRmBMDmxF2ajTm1DAlN4YjgyFHBpNta50oRBnDMJ9Nvq+HRiBpR6FTiod0otApxqOJbYmUZEYX6vaRyhnlWaHKr6rfh+62sc5dx6FV8Hth1UDZ+20X/PiuqPXdtSez/XLgbitJ7knC298/wN9WBrH626S7zR/Hk6yN0E4IJEFgm3pltdacdb09Slk/JldaT1jZTNrWeEucYqv7vFohhqzWxELYyZ6wzd5me9PHX0O6zyTbLeHuCfnUebSfGQ85M16//XJx2OT2M3u4/cxe7ji9j6csLRLptZzNVbS4ld3Fei9MOdMYstwYM2rn6LYh6EiacxFznYRmO0IlhlxqspFC9TTmOIyDjDCU1har2aHRjkjaAUkUksShG3Nx0VTO68GT4lawhc04S50X+SmDPr3WZsWs2nHMltAAMS8QcxWSfN5t8yS5FnacYj2uLL/g20sy7PgkBpkAsSgU5CIQ5Vg4cOtPAuwIiX7jjTfymc98huuvv35i+//6X/9rpg3LeviFX/gF7r77bg4ePMjq6iof+MAH+MhHPsL9998PwBvf+EYOHz7Me9/7XgC+67u+ix/6oR/i3nvvLexcfvqnf5rnPve5XHvttdv3BLcJyhiWspzVbEQoQwRthOgSxBITCxoioOWCGyxZVKZvhwK0HqHVAKUGZGpgyXfVJ3Oke+qI93HeY5z3GWU9UmWldLkZkasRqKVzOGNBKJtEskkkGuRqzHD1TKEKn0YSLbDQ3M+u9kH2dOxlb+damkFCIG0AitIZmR6TqxX7Y16xY2lGXZot61/uFeaRTC6pL71ZKFTasxQTTG7T3k/N/Rh5orpQXWjNUOUMspRenjHMU8bO/7dKUOfakWx+3UyR2RXSLasuF6nXpU9b5jzQLhaaQWhbxaKIVhjTCiPaYTxR8DaDyBY7QUjLFb+RT4On/JyIgki3xVIYBCRSEsnQFWQVtTvCEX2zk6kvBwgpQAbWgoUNhSQXFP7v3AfjpM4bcJinhUWInbCx2+1rbgiFDeEpJ4p8GTkxdWB/7F0xK3HXwiqQAy2QGsJcEihJZKRtL8wFQS4JlURogdTCkbQCEVh7TRkKZGBtNkToPAAHArEMLLmAFX991hY2rM2KtoTqokDsFohFgdkFehHMvCaXBj227XbqiP1+GKPIpSaNFFlDk8eGPFQMg4xTasDZdMiZdMTSeMjZ8ciS5C44czPEMmBPo8XeRpvFpMmupOk8wa3difdFlEKcM6FdFvBuIsvfp3I8hCfKK8crBgC48KHJ9xFtrNWK7+nPTKG+KHz8zlYKzL6xfuPFe1Eq3PzazPeoKxAdR4RXFOR0XPdA2xWMnhzXrvA1lAUn2GJT4360sQoPdyEW5QRMYP/WKulsl7Q6o0aNGjUuKMImo/ggaT4EY+0eDAYTKJAaESvoGMsyIRBGIaQLSJTOxEIKAiBWKXGeEuYjwnSMTEcE6cCS7dmI0CndPSkfOCtMwHbo5mMYLe/I08yjliXGm7tIGwuMWgsMkzmGyRyrcZdh1CYLArRShe2ENNiaVwqMDBhg6BtBLxL0lWZVZayojBVHjI31BsSsc0MBWyPMRQ2SIHS/yyGSqLDrEN5GhfK3OxCCwHWG+Yn2MpjQXpc1wqQwxtfcs27bcH/Emm1+3fuESyFmdN8yJUBy4zEotmkMuVFOSe5ZJItmJGhEEVobchOSa0OqDcMsJzeWWBfY7tlWELM43+QZi1aR7GvbM+OUo/0hR/oDjvSHHO73OTtO6WVlASmBbhwxF0cFId6NosJapenCKhuhKEIQ7Ry9LoRVSmvbKGlyzowz91wpvMYFdtKgG9maLXS1WywDklBacZsbK/maLjfaEerW5m+QZ/QdAS8RhVI7cqKXqqjCb/eBldV9dtLis2ov45dN8d4XewFigqy2W70tqS4cNv0++GNVSO+yz2LmmRTjFfuVZYqaF8qPYRnCKcrPnShrTOHq6ECAEAHGlN2n2mQFx2Aqj+ujY9f7TIVS2rHBNOnubFnEWCBGrlMzE4yynBU1ZlmOWJZjVsSYVTUmPhWw+1iDq090uO7kHHv7a0n8M8mQLy6e5GvzS3SymN2jJntGLfaOWyyMGsR5QCeP6fRiazWygYGFDgy6ZTAdkE7YErQlQVsiWkDTi5RASVXYhhCCaGDJ5UhYr23rzGRv20YL0zWCLWVscOeqKW1W3BiyGtpJD9ah2CYRYsnx+ZIYZ86LfOzYRYTCKsj1FEHu1ePCvhbrEuTB9r8ulzt2hER/wxvewI/92I8xGo0wxvCP//iPvP/97+dtb3sb73rXu7Z8nOPHj/OqV72Ko0ePMj8/z5133sn999/Pi1/8YgCOHj3KoUOHiv1f+9rXsrq6yu/8zu/wsz/7sywsLPBt3/Zt/Kf/9J+2/TluB37/S//Moys9EgntUBNLaLjwmEQKImmsMltY/zj7pQ72S146MVuMIUEGi4gwIEQQCUnbkRGB+9K1ZCAINOghuRpg9JA8H5ArS7hnjoQfZ31LvGd9q3zPeyidAYZcD8j1YMLyNQya7GodYLF9gN3tA+ztHOSqzkHaSbfYRxtNrlJyPaY/7qGMsucVxIQyotvYTTPqEgcNR5g3CC+CHcu5EuC5roRdGE2qS/V3QZIrRU+lDDI3059nDHVeLHs1wDAvvYcLVUCeXxI+bYWqdKI4DlzBZdWoEwXSVHEUOXVAphW9PKWfZfTzlH6WuutS0TBUOUOVc+ocFS6RkEVgSiuM1lys2t2qSwpVShjRCAIk0tpAUFE2e/K9UNuGlecpJ1TvVQXEk9Hr3RhTIcdVoVCo+jlmWqO0D4C0r5Gf3BBC0M9Szo6HLKUjq6QeDTg7HhIIsaZjoViWEQ0R0CSiQUDDRDR0QJKHNPMAmfq2M3sxxpCiMCJHS4OWoKXGhM5KUoAcQ7QUEK1I4pWAeEUSr0iiFbtNZhu/v0YYzByYDogeiGWrNjbHDObY5GdZAEFoUPOKbEEzms852xlxotPnaGuVx+JVTqsBp/WAk3rA0jp2WFVUSfI9jRa7Gy0WkybzcYO5OCGRgavJDFJI16Ysi8mqJAxJ3OfcE+ee0LYFuJ+s2L4JplkdASZ16ovj2ioxzuqiyNQrBlZZb5QyiUbVPsUR5B1Hlretaly0bIE5oRavBt14YZ7BkvgBzt/eFt8iFgURXhLk7j510VmjRo0a54yxyvmfhx/hZLiLhfY1tIKQhpQ0pCSRggRJJAzSGJS2XuZGa1Seo1WK1jla5Shl7VWyQDEKFMQG0XLmLMb+/hST8MKGLwoJEtvtFqVDZ305IsqGRNmQMB0QpANEOkCOB8jUX4ZW/Z6XBayKGuTNBfLmAllrF+PmIsPGPL1kjkHUoRd3GMnQil5U7kg5R5JLSYagbwzDXNMzMNCGVZXRUxmreUYvT8k2IsgriGVAN7Lh2Z0woRs3mAsTOnHCXNRgLmrQCMOCBPTdqG6KAtsEacnVZmjtK0LhiFNhJyxgfSUtVEMk3Z4TKlt/b2YQmfY5aNzEtZgUVHgLGQyMlQJh3wM/WS9FSSJKNya2QprA1foVFbOY1fVYkveF0KAqOAByY0i1ZpRbC5bVzI7jUidWwkAoQ/a3E27sLFibuVwgchgMM46uDogJWGjEdJIIGQpbm1bszU1g60yFcWIp44RYikxZD3hTeS18mSYEBAinzjZOoKJ9Q2BR60j/PgHG+NwAQdWZJhCCThgzFyWV10EWfzdm5ntceW/d++wD4zFpReRQvtfryGY2XK8+rq/hqrVqlah2/9u1ioijSlYLR1bjRI3l30/1b8F3vTrbUZggv2XlsaQoHr3425wUqVTvRzFhtd6+Hrmudp/bjvQJ+xw3Rktdp29W6Tb3xLtRWKI8AzmShEMXBJpLpHECkEggYoNoSnalTa452iE+IomOSKKja8dIRhjyPYbhtTnLV405cVWfE50BK3oMWtCOEvbEHRaDJloIzpgUUjCrGt0DeoagJ4gG0lovDqTNJeoLxFAgle00ZRU46t9/TT7NPgtsRlVHWFFMS0BLWKK9ZYNNmRPWcrEprV93E1vfRxS2JERrldYzVeRDgz6hCxU5y1irlRWDWcWS5Ftp5BDYscu8KC50KS0iO8J2LhtREuT+9EKsmCew510Q5N5ipSbInxB2xBMd4A//8A95y1vewmOPPQbA/v37+eVf/mVe97rX7cTDbSsulGfoN//3dzFSs2SLkxC4ljSXHG0T3F0R6YI/YrecBPY6FlgvLiltqrSQVlopAKwnlTASLaySQVYCR/wMp/+Sth5tKUYN0HqIUkOU6hMFCbva+2nFixNf5EorlE7JdIrSOcZo2zoVRoQiphG1ScI2kUyIwoQwiIvHv5Cq32kCPNPlj42BItQk15qRyunnGSNH9o5cy9uwaIcr2988OT5QdoZ+q8XtRgiEKMjhJAjLmf6KP9s0aR1WPIPL2f9gwtNt0k94BkkubdHgv5GLGfypIgcmC2MztVwtp0r7jcnWOG2MUzSk9POMXkGwp/RyOwnRmyDe7X79PH1CynkBtJzyfYKA9+2djoBvhxGdMKYbx7SrhSNOjevVGs5uJpGl9UXRYuhI95KAvzxId++1XRRfrhgbu7/3kiS33Q2+ePWqFAGsZilL6chajIwGnBoNOOXI8jPj4Y5MFsUENGRIU1rCvSlD2jrm2kGHq/pt9vZbLPZb7Oo1mF9N6KzGJOPNraHytiaf02TzmnROk81p0q4i7WqyrsLIsqyXCpKVgGQ5QC5JWDLIJUFzKaDdi5Fm/fd/LHOOdHocbq9ypLPC4fYqJ7p9Rl1F2JbsCVvsDdrsiVvsTlrMtxvESUAWadIgR4WANHZSy1mxdKKIZhiv8STf6b9Do0zp5Zc7FcaSnVjQJ52afEk7NTk27Gazr86A0rdvV6U1sV0Wx0KKNTYqxVMtMrfEhGKcmNK/zxPjfl9n3XO5Fpu1J3qNGjWeKC7E98jJYZ/vvP99m+4XCVl0JvoJ9snlgIa0lySQNIQn4iWJEFa8BERCE2tDiAKVo7WyIXcotNYYrZ2Qxj6ulQO433ohQLrwRimRxhCrMUZGpDKyAaVKufGQFf5JIRgjWNWCFa1ZNoZlDWdVzpks5Uw65mxqbRO2glYQsVB0llUvdhK9GyXEMrDBm16Fq00herCdqoYcbZ8vdhzZCCRJ4OrXAEIZuHHBpIoW/Hzz5uQklGNN4VYCt09gZzQmLPkEJUlZCMSq6t0porJKls8ivv39t1MMsB7SXDEeKkajnPFI0x9mjHsKNbB1kFCGwDiBTmAnIrQ2aA1aWwtPZQxaGivScIS6jEUxkS9jSRxJ4liSRCFhJOwllAShLMZ1wTrPdZav/KTvfGkNWh0758aOBUq1P2veY9+1SOX19oIl/z5XuxGZeq+nCeMJonnqPS/U2xP7uG3+7xBm71c5phTlfS7E38jFgNEGNdaooUGNNLqnyPsGnRq0Mmhh0FKThpo8sKS0OW2ID0uSowHJkYDkzNrxkoo1w6sVo2tyRtcq0qs1IhHFe+ono/wraifrynGlMtp1htsMpXboxizOcz6SYVHDm9xgesCqwfRKixPTw107RXefrSm6PRInsmk5kU3bEe9dAZ7M7gqrHD/lxjI+sNPbrKzvcDOJVoUg9yS+F/50BDTdizQt7PGKekkZ0BmXpHhB+vtxzGU6ZrkYuKjBolWcOnUKrTX79u3byYfZVlyI4tAYwx986Z/42spZRion1cqlg9uWqIFb3i5bDavmlC7YQlgyviDeZWXZ3h45tUccRDadW0buA2h/7gzCBVDaRPtcZWgr9USKgEBGBEFEErSIgphQxlZ1LsLix8hsQJqZgsg2RSuVrrTg+Rasidv9/sU2iva8ol3PKR7G2hPf5fXQKWaHrj3Nvw/DPNsWeq8VOHLW2ZS0HVk7qZx2290+XjUdClmGem6TckMwLeQ0/uu5aDObnsUXxcUXLrOLFmBNweKT4Sd93vVE8VXVFNgJHFn6oheku5wohgW4SQ6raLeEezqheO9lKYPcWuJ4Er6XpVsenExDYBPA5xOr3JmL4yJcpRtZkr0TRrQi+8Nfff2KNjppC0VPcHqbmWiCdBcTqnfv/bcTKMhxpciNVSukWtHPM8Yqs4MrZ7fiOqeLQkcYWM3HLKXWWuTUaFgQ5KdcaOVmn6FQSPZErYIY3idb7BYttDb2c6pzhiZnZDKG5AzJGJqcMW67zhmajCxXLA5bXNPvcPWgU1xf3W9z9aDDnlFr09diOR5xtNXjWLvHsVafY+0eR1s9TncGrHTGBGGFnBehW7aq+IaMaMiQWAScVUNOZgNO5n1O5QOW1KSSPNSSqwZt9ve67O932d+b42BvjoP9Ofb2WwRm/ffaBIZ0TpPOKbKuJutqTMeg5w3hXEDSDImSgKgtidohcTMgagQlQbzNqKbCmwyrxOgZ9FGNPmGsmnzJtSz6RPjNwm4ElhhfkGXAzbwobVaalBlYvqr2CnCnCBchVqXhlSTeRsWpxMswnAs7iQuQKc1IaUa5pp8r+qlif7fBQrJzIXE1iV6jRo0nigvxPXJqNOCtn/4IJ0Z9cpf/MXadimOVu662nUHsQgA9Cd90wohESrssLAnfcER8IqABJBhitA3CFoaRUixrw7I2nFWGs0pxNs84m445k46d6GBzdKOYXUmzsGBbTGyH2WJlWxKs/d2YtnT011VbiSI8UcpC/BG7wD0rwJokKauEuK9sq1ZvfjxQEGUVcrK8f3V8cGWQO0XwfAq4bjoGYMZAbgp7OYMNps2kIpWaVBgGOme0nCOWIA8MpmOgJQgCYTthhSQRIYGBwAgCIwiNQBppLQuFex39EMorUH03XIStgXzXnFehVsUBT6AG8iR8dQR3Jb7HlyuMcSKWMZixwfQNpo/NacqsWlw4v2tfK5vUoA9r9CGDfkyjH9MziWGzCPoAqP0Gtd+qznMUudJTkyx2UshkBjLhGkUMuHFwGEg7jgptUG8c2u8hYWknP0NXJSJmrs/6WzPafRYnyHZKkr1Xrm9JHb5VRBWCfJ7SKtKr4TvuM1glyIvPpBvDxNhxW0GQCzuu2YbP7eWIXBvCHZ4QuKgk+te//nXyPOcpT3nKxPavfvWrRFHEDTfcsN0Pua24UIPMXCs+feoogbCt9NPwFgmDPHWkbl6Q655wnyZ7i+ttJoABIuEJd0kjsMSmKSjTkly3jycKUnvCc86sJbwLcri6vE3nvJ2IpJwgvNeQ39EUEV7ZJwnCiddg1uy+Ll45SpKyMmNftRixRYms3FbO6J+LcmN69n1mATyjGFozy18oDDYvoHyxlfvXQZdJ7VWC3SodcsZakzsf+GmrHQNob2gnyomBknSf9FacJuEzrSasZXpTCne/refCVJbTEStbCGesIpZBoQhacL7TnmzveNI9jGmFoR+BFPDvg/WbDGxXlpATM/JVe5lQlB7v4RTpXp3pz5z3faoUgzxlqHLnja/c+6L9u0goAzDQy8eF//aZ8YCTFTX52fFw09ckEpI9gSXI98oWe2WbfbLNHuy2BdFwf8dYJbd0FiuVa/8Gyx4Ey5JgWRCsCHu9LAiXbVuf2EDdDZBFipVOylJnxJnOkJOdASccWX64tcpSMGaks4Kc306VfCIC9oVt9oRt9kYt9oZtO3EQtdgTtunKGIQgzzUsGxuMeVYSLUviJUm8bC1mhNrgOUoqwTFO2bAgnC+7RDSFtTNJhC3MfOG8SWFi/EAwcwqQkbNbOVbx9POKjJUtKjE6IJ2SnKoao2uV5IAlyf0HvNKeKCxrYb37qu2WVQX5JYJcG0a5Jc2HWc5KpulnNpws05rTw5zHeiPuvmE3T1/cPAjqfFGT6DVq1HiiuFDfI/0s5TOnjtKNEyI5qXr0XaJj3xHqLmMnhrHbM0YF+Z4xVmpiPy+k8bdfjLHHXJQUBPmiI8h3TRHkcTBD8elq5yo5rrTGRxMCE/YkxcRAGDkblrVdqZdDZ+TFRCEWyKztHCmYkcEMcZ129nbb9GbKmsRfDLZGOuk68E4ZzCmNPmlg2q1PYO3mqgHmnVKlWtjSdV0dVz1HF2Y+EWzu81sQpZ5KUooOZnXjedLOiw4uwdqqxlqY3JSE+cgSxIwdYW6w76F7n72xs1kGfUgXhLk5Ztaqt0OQ+wXyOok8aC+ivf7fgtH2M6LHBpVansMEBpVoVNugEghCQSKsjaT0eUPG/b1W7Tirf9Neme19gkxle6UdwnMpGFMh2x3XMYOEN8J9pv0kQ9+S7hTK9pKIJ6WwWbE2MKL0IO8IREtgoqlunUK0UyHIG1OftScxQV6FNoZUmUJoNMwVK2mONnDLQpNufPHFRjtyBq997Wu555571pDon/zkJ3nXu97FRz7ykZ142MsSQsBKOmI1G1tyyKtrK8rbUAYsJCGLTKpv/X4bwRir4qyS6xMEfJ5bkt7bk/iAkAo57y1nMmPIckVv0x77CwP/GpQBeJNte5N+ZZaE8fvHMlhDfpekuA+zjCbWIykn/NC9R3pJiPvtujhDg7HKaJVZLzVZeqdZ7/DQ2aaUvuJecewJYB9+ebmGXU7DvgfBOX/5eL/6ac83jXHhOeVgwpLEeaXl0N1X2XZcO4mjEW7SJ5SS+bjBrqRZId0ng4r8a6+NYTUbs5xa5fVy5WLXxyy7kEffZXJy1OfkqL/pc+xG8WQbbjRNuttLLAPbAjehYioT2ku1u/vbQRRhnrl7/TwiR7KvZilL4xFn0yGnx44gHzpv8nQLJDlygiDfI1vsk232yjZ7gxZzQQMZ2jZU5OR1bjRDk9v3dqwRfUHQl0Q9QbRaepNHKwHRqkRuRCBjg2byOY2aN6g5Qz5vUPNWpa0WjJWMCWjToE2Dg+xa91jGGKsYznNGecY4zxn6QTmZVcCTMxSZXUcxFBljodgVNdgjrap+L/a6o2OkkaBBK4NShjzXqIEil4ZVOQZpC0vZksTzAfFTQ5IwLEK7AiTBioCzzgbltEGfcctn3CDOL09DWHW3J6zlgkDsEYg9EnmNQM5JW1gLgRlrmwh/zKnJzziSfMmR5L1N/ijAegouCKckr5D6XVtkeq/xCZLch/74AtMH3EwNSC/V70Gly8JvpDQraU4/U6TKMMgVJwcZxwdjjvZTDvfHPL46JnWTgQc6yY6S6DVq1KhxuSHXuqhvvDAjlJKOtDXRdsALl0ZT5PsEEZ9XiXi7bMn5nJFSbptbzjMaYVQQ4bsLFfnk9fTkAFBYSdqsJTtOy53QxLI9IIsgSEkUCDpBg6azsvGkuA/2DIuckxpbQWE/58jyQlU+olSVu4DJgvgKgQRLfGVgToE6qS1JfsoS5+b0BjZ1rjYzOdZ+wmDJu57vO94A1WD0TkXt6kl2T7y3SrGE8e3aPmxQA0PQfaBKuPsya70uv6r9nTt2QVK65zVxYcZtG+x3qdZ5FxKmNJV3G5hcz0rCnL77O03te2qEsTV0DLTt94bJDeaoVZirxzT6kLae4lMQc5SE+XUScZXYsJPV5I6ETgHl/g5igewIgg7WazzBil/O830t/m49cT5j2Xj7xuntqvzskmOtHlX5egol7ORXW9hO192V17pKzBcvfsVepUqQh9jnGbN+QGc9EVUg14ax0ox9Z26Ws+rGTKm2IlsrIhQc6adc121c7FMGdohEf+CBB3jBC16wZvvznvc8fvzHf3wnHvKyRCgDbuoukmlVkLBZxZ+7Sngpo8kqSm7lbU3KzzH+Q12QxVOkcSMJ2S1aa8JVNlMeaGNmKt+V1hPEtSiU02tJ7DXLFYX1evtNE9/ncs5VzErlhtJWZEIZXiHG/X5jnTEe50hpvywtiV0qnJOKisO3PwayJL1DT2gWiuLythpbhxA27T7k3F83ZTRKlwr4KhHvA1eUMYXnt29BKz53WqO1Jem9618jCDnQnuP6zvxU0Gjpcz7Kc5YzR7KPqyR7lXQfsZKO0RhWs5TVLOXx/sqGzycSsiTakwbzcVKQ7l1HvHfCiHYUo4X9XllJU5ZTR5IPh5we9q2afDxgKdsiSS7b7Ava7BFOUR6UCuq5MEEGogg/KgoO7AB4PM4RPYHoGWRPEHqifCCJ+iFhXxIOJHK8+Wfbh3eqeYOa1+RzpvQn7yqytinsjmx4mCnGCAAm9RMorjLSBqEEQgmkFgQapPIty5bobbhMCtuz7QpSF9AiAgORwPgCqXqubnLHBq0qVrM+WlH4YEYmIDYBLRPRNBGxDolzQUhIhCQwwtqepJXizX4RIfYJuIaKmsgN6noCc1oXRLo+XSHYMzBLwJLrEKqerMAG1nSEVWCssrmPYFwhyX3LoleSd1zRWE2Cn0WSx5UiM+KyUmBoY4u/YW6Lv9U0p5cpxsrQz3KODVKO9e3lcH/M4d648NStIgkE17QTkqD+XahRo0YNsGOEZhhagQ/pmlreNqdVGA57K1DtjvRjC6Y6L6tdl+W+XkRT7brcTnhBiLeo6WeZFYUUoghTjBlCaYM75+LE2W1GleyiMvfIWx/W2DoKiwuvKvdE5IBJVbkGpClJsBhoYTv++gJ90pLk+qQjyk9pzPIGDxyB2C2Qe614Qex1y4vCEm44sm9Q2k2Yit2E6RnnAU0ZTphiLfNOAxtV89Pq9qpydjN1e6Fsd6/LGFcjWsKy+Pub/jj6x51FnBfrYv3bYI1iWHjSsnpb9ZoKSTnrceWMbVVMk9RbWadCdpvKdj21bqbur/19WXvfdR5nzbp/T4wpOjPp2tdAIKy14td0qTQ/Ygp7oQISxDWiIMzlQYmc34Aw95+fFExqbAdwgCXNF7E+4okovbq3CUKINeOsNfvMfFPXR0G6T6jcKf7mTVX1Xr3N2yXVAZ1bRurJcqUZZYpeZu0sfVcu2JexnytODTOODVKO9FMO98Yc6afk2vDUhRa7m2sdPC40doREF0Kwurp2Smt5eRmlLg0V86WC3Y3N/XnXBn5MW1pMKqE3CsxUnhCs+FDronArv3YMrCG2kyCkGUYTRHnhZG0ol2HLydzF74Mxxf1yNMbN8BcTfhMp7LN+oQ02YtzdVrnPdBEsKINCAhd6GEpBQ1bVGy4QckoFHs5QiNeF68YoWgv97G+1eJnhdbYTr2cgJLYbdvPQyCoKol1b8t1ObFlFd+rUSGOVM9aKzGiGKis+ixYGiWRvo801zW5ps+L+9qqP08vGLFUI9irJvpyOWR7b5YHKyIzm1NgS4LPUA1U0ZchI55uS5DGBVY8HbWu7Elqrkb1Riz1Rm7komT1znoJZMYjT2BT1vkD2sKS4vwwkQXoO72tUUdV4gtYrmXe5trkNZvGNoegWMRhUrotAS5UbjDJopz7QGIww6MhgEmMDdGJNHhpU4AJ1pL3WAZjAfmeaovPEDehd2yJQEvTu68j73jeikE6ruSbYs+qbjzte0Y7rPjtGmVI94dUebgCIolCdCO2+/+YlYsHAzfb7jcBOPjAAs2zQSwbOOgW7I9lJAR/q6eHDOxeE9ST3bYtzdsBFbCxd4U8/pPTyS1hfSX6ZkORVGGMYu/bCYa7oZ7a9cKwMK+OcI/0xx/ppoTA/1k9nfu7aoeS6uQbXdxtc121w/VzCVa2Yk8OM22oVeo0aNWoA0Awjbtu1rwzCNGUW0sS1/y13Ywlva5JrP1by3Yq2pivtIylqNuNYrOJYeLK+Oq7wZ1aOL6AU/AAThD3uXAoBhhEgsNZ7MiCUglYUFflHcWDHHqEIJtTkl9tv5aWEojarkuVDY9W6nizXru6SlTqlia1btBUe6KN6cwuWKtog9wjEXumuXdffvNiUZBOBsCRo1wklNnp+40mSnYJ4pyTge+b81O0Vkn2mur0jrJXFOs9nJqk889qU67NI5Cki2lRuN+sdx19XqYMp7kCIyr7Ty5XDTT2rydX1qIniy0FMbBPTt0/sO2PbVvZ1imeBwGiDOeF8zA9p9GPrdKW2KCxZ5HUSea3YkOwuPkep/RwJHFmfCOSisDaRLhziclNZF3+/61AEovJvja3Bj5c8YT7IFKtpzkhpUmX5SIy11T01zDgxdGOnnh0/DfPZCq5ICk6NttO4/vyxIyT6N33TN/G2t72N97///QTOx00pxdve9ja+8Ru/cSce8orG+dpfVOGVD5OE+/rp214Vn2tNVpCIqiDi06Lg9L8PJVld/d0Q/j8307ydydzTSeyzzsPfozyX8nw9Cb6TYY1XOgrPshzrWZbb9cIr0BWuE+2CMKUCKN7ESUJdgvCK5qC6TazdV5THEjO3z95/s0LWf/ZmtdtWUU5eKevfnmtyZciUYpwrxllGmitn82C7OIwPRDQgjSBAss80uca0CYwkNJb4Fw1XqLTsaadKsaRGLKsxS2pkL9pfhuWyGaEwDLWVG8QEVjkeeA9uR5DH9npOJhNKEpGC7AnkWQE9g1wF0RPIviDoCcKBJOpLZHYOhUW15dSRsD4kUrgBg+iKc271W/N3qEBoQ2Ds900kZRnU0rTkrmiIgvAtWnE3aLGrdq347IbqxX+3mso+EkEc2KCuJLC2TVuBEGLNr/N6yoqCcJ/wDiy3mcxYb8QcRO6fv0FW2hTtlQsNWgXTd+2MHQEtR5LDZOCNb1es+PmJSJRKjB0IL73QGFcsWXqpopflDHPNmXHO4dWRJcwHViFxcji7qJuLA26Yc2S5I8x3N6yCIte2VTFVmlPDvC7Ra9SoUWMKjRmZUU8UnmyfJOLX5jVVtzFF2BedwUV3o7UYVFixknJjpCQOaIYRsRPoeB/ysKIir7E9MLmBoSOWNwj2LCxYImxNFAg7Zjllzt2CZZclx0uiXFpleWvjX/TCWiK39RnKEZMV0Zkd/wjrSe7rr8q1EJa4FImw1hObPd65qtvPGMwZdy7rQWDV7R1hfba9pUWh0vXnLCqe6hTLRcZNdVswta1ilTG5nz+emDhW9fV5Iph970ujUismKMagH/Fe5gb9uIbx1M4C2/FwUCKvs9dit9jw9VnPmoUWyK5ANOyFePOxdI0rG97C0luy9DPFaqoYK13YsWRKc3acc2KYcryfcbQ/5vHemOV09pdrIODqVsz+TsL+TsIBd62Bf7G3e2Gf4DrYERL9He94B9/8zd/M0572NL7pm74JgI997GOsrKzwt3/7tzvxkDU2gbfCAFsznC+myXfLR1fbI9cjrusv2MsJBTFXkOOU7WKelHM/rHjCznuOgWOGK8VORGk5sUZlUFEqeMVB7o5lqtdmso6rqArWqAk81hDpFQLe7+vJ+Q2K1OI+pqKsryiFjQKpIdEBiQnWPjdt76eMRimKENXcDbYyZZXsqc7tgEwoRiZHC4MRVkEssOprKQWd0Nq3XB8s2G6K6nOsvId9nbGsRnSDhK6M7THGlhwPesKS5H2B6NmwTtkTBH1B2JfI/NzIcbogu9L6XXvVyhQ5LpJz/x6YTRLjWkgdtVwtvBsgGyASuZYk30J45no4VxupC4WCcK/8mq9LuOtZr6XfJu2gM3MKd0HpXRiJLU82XK5IfXthrhnkipVxzjBXnBjmPL464mh/zLFBxuO9MUvj6T5Yi92NkOudwvz6boPr5hosJGFh+ZJpG5RzwhHukZTEgWAuiehGkmYYMJ/sXFhOjRo1atQohTaX4m96ja3D5FYNbsMTnRXLyFmdVoM9G9hrwY5ZsKx7jtNkee7IcoGzrxPIBaDhlMCBKMZVhXK+KkhyXYdePT8x5lpvHCPFeavb6ZkK8b6Zur04wsYPcCHgx3cTZDslwV/d5uexqmr3WYr4jdZn3laOb82m+57LcTd57jHIAyVhLg9IRHMDwrxqzZI5axaJtWZZcBMkDbHt1iw1Lj9kbqzku3JX05yBs7DMtZ1IPjPKOTVKOTFwdixOaLTen+2eZsSBdsL+bsL+dsKBTszV7cR2UTvk2tq9rGabeYxeOOzIaO22227js5/9LL/zO7/Dgw8+SLPZ5NWvfjU//uM/zuLi4k48ZI0LhO1Qxde4uCjS5as2EVWLiDGT6nFPaNt7l2pwX4QklMsZsGIwywYzfb3qCr8QpwARa5aL9ULZykwitFiPTGkfUSH4ira8NZcZhL2qPL8KcT9B2k8T9NOq92nl+wwVvJDCtujOGLRV3xOVGlSu0JkhyzQ6A5UpVG7IU3utM+2KcazCRhmkkogcpBZIJQiUYE5FXKvaBANREOSbhXJOnFdC4ZEtugI5J5DdKYK8c37kePG8/XvgJiWMn5gxlcm3qgK6CTIB0ZBlmnnxd1IrIjaCkO5zW5lJPVfvwCsBuTY27V0phpliJVXWv7yf8VhvxJFeytHBmMO9lF62ViUhgH2tmOu7SUGaX9dt0I7khLo8VYbjg9TlkgiSQLLYCGhHAUkgi0tY/83WqFGjRo0aG8IoR5oPDaZvSV3GxnZ2+pyVeTcEWAJ95MJZsBRkecakslxixzgRyA6IlrSkfCyKDJi1x54xTpgSN9l6uRw7FCIIL3BKy/ra4DPUjBMOOcJ9mmx34ojzUrf3zEQ3KFOiDVMsm8l1vc52t23tflPbq7dNnFzl9sqmaQb6EqD7nzDELlES5tdJxL6N/16nLY4EbgydCOQu20VxuVqz1NgeGGNFP15hPsitHcsw186/3LA8zjk5TDk5zDg+SDnaH3O0n87MfQLbmTutLL+2HdMMg+Ixc2PIlKGfKWdHbe8bCkkUwK4kJL5Exkw7xoVee+21vPWtb92pw9eoUWMKG6rHvVoj87ebtQRyVT3u2vCKmXopbKG6AuasQa9ou1wlyleMtYPYyrlW/t0ROEuJDUn6aJKwL0n7KrlPQdgbr5AvXlMqJPZG6xQ2N8V6RZlSeMXPQMl1ehuQ7fnK1g2D6VAQ5LIrkHOSYE5OkuPnqTgo0tPXKPb9JIa3X8I+JU/uJiB9YKezBhFTEyQ1SV7jXODbDL3CvJcqVrKcw6sph1aHHOnbwu9IL2Wo1n4QpYBr2wnXd5PCx/xg1waAVtXl/VzRz9VMdbkny+Ng4/bZGjVq1KhRo4aF0XZcYUZe/QykjkD1uStzIJS1tMgf1uiva8xJszULFk+Sb9GCBVw9P23DIlwN68YWcg5EUxZe1UTYMccT+P0/p65DNYvAnhJMpZRjkNSNW7TBOcpgCffZZLvPtJlQt19krMkSqj7vqlCnmISYfI0mRVJTy5vetrbLeU2H8JaPNb0syuPNup+3/dzotcmrHQ3GjqNiS5LLfbU1y5MdSpfe5d6OpefsWMbasDrOOT5IOTXKODGw3uVH+injGWMmgEYgHVkeTxDmc7H98jLGFIKjsTL0shT31WMzQSQ0Q8meKKYVSWJZjqEieemMo3aMRF9aWuIf//EfOXHiBFpPvsivfvWrd+pha9S4omFSY61UquqDcaUg8snpvliw9yra+Yq2tphyGRBjLCm+rNEFMU5BjpuVTdQbVcRY1UYRQOjWu+7xpwnovELu52ZiudjXhf9UiWmyqfXq14wvisZrCfsdJ/CfKASTKd+VoMZi3SeBTyn3Lelc7q8Dgw4NNCGYEwRzgfWy26T9dCOsZ2eDNoAoM4ArHoaEIFp2MCGS8u9QhJW/yZogr7EBSg9bu+6DsTE+UK5sIEm1Jc1X0pylccah1TGHVp3CvG8T3jO99jsglIKDnaQI+7y+2+DadowUolCXZxpWUoUUulaX16hRo0aNGtsEo01pz9J3diLjCmnurAOFAHPMkH9Wox+2AYprSPMpCxa51ynLt2DBAlNkeWaFIRNkeQxy3nVFerI8xtayF5nkKTzC/Xrl3yo2svjzZDtphXgeV8eXk+r2otNxq+TxjPVtmWSoblvneV/JMMb93aaOM9BOHBcL+/fakbU1yxUMa7tcLvtx0cQyVvwzdnYs/UyRKsNqmnN8aG1YTg5TjjuyfHVGRy7YgOyr23FBkvvr3Y0QIYTLV3QXpTkxSPEUQegER50ooB3FNMJy/BRLQRRc+lkhO0Ki/+Vf/iXf//3fT7/fp9vtTnwpCiFqEr1GjS3AGEeYj4zz+8MS2alZqx6v+r7FlG15xsBQYFa8erxCkFcV5OkWT6pBSY7PV0jy6voGM+Je5bATBeYs38GJ1soZhP2a2/JZtwGZfZ0niWtKgrggvcXk7aGoENvlPhPe0hWC3KqyL04BPuE9XlVyFIGwohBcFOrxAGuvEgOJKJ7LGnK8bge8LOFD1GzhZQPW/HdPtSAzVRIbH8LmbOunCG6/rgGjtW2GMRShrMq4dQxa28dQ7oG1uz1zoW1KQ6Zt+1+u7fogzzncs1Ys1sd8dmthEogi7PM6R5hf1YpRrujz6fFLaa0ur1GjxqWJe++9l3vvvZdHHnkEgNtvv503velN3H333eveZzwe8yu/8iv86Z/+KceOHePAgQP84i/+Ivfcc88FOuutw+QGfUyX9hIJlrCsv3OvCBjtxjlT9iwobBZQIqADMhToZYP6skL/X436mobB5LHEPMhbAuTNErl/ixYsvu514wKTO9IRyho+BrnglbrOPjDiCYlRLhVs1eJvjcrbd9T6cYLPyqrkYxXXE8uuGPM1mZ68rrqqF4/t/xHu/qKyLigk2ltWfm+0z6WKzXRfitLPvGrNMi8Q7fK7U4SX+hO9/GEciV0dN/mxzwS5PWMspd0AqwyzpjiWdtYm2uCyCcuxk/KB1/5YlftPjr/sdaY1xwZjjhdkecaxwZjTo9l5TwLY24w44DzLPWG+rxUTygpZrgyp1pwc5hhsh04krZ3lXBLRduOnWAriK0BwtCMk+s/+7M9yzz338Na3vpVWq7UTD1GjxhUHoyqk+bBUYJC5YtKrHFqu8DEGBo4grxDiligvVeRkWzyB5gyCfL6ybW5j72tfZBmvVJgVAOnuPl0oFWoGj0pxJKYLn1kXr37w4ZEChLj0ZzF3GkV6uy9ip73Hp9+bqno8BhFhB6/eDicQ5YRB1eqnxmUNY2xLnbc7+crZAb00L8jpgqT269q2/6nK7XYZlNY2SsEVkspolC4LPU9+a+d9p13hl2u/v9/HEubTy+eDdigLKxZLnCcsNkJyQ6EuNxiWU1Wry2vUqHHZ4MCBA7z97W/nlltuAeA973kPL33pS3nggQe4/fbbZ97n5S9/OcePH+eP/uiPuOWWWzhx4gR5PnvwfNGRgTll0Km2k/ERlsjsgmjW5NDlhoI0HxnMYGqcI41Vxrbd+zm2Fi3qYY3+vxpzaur3PwF5oyS4WSJvlojd609oF+rcqsVilSyPhLW28IRjJKzqPar/tmA9lfcWJij8+GO9C6wl0nVxgLX7F7dVBD7+YsplM4vInybzTXmsS7k5eUsIxaQ1i/9efJLXrOsR2tPEdXWbNkx0vnry21TGLEqbQvE9Kfgxk3+yjtz2Pt+5U2XnWttt2o+p/BhHF4Ig7weu/BhL+zFUOS7K3XmUYzSKsZq/X165f6bt9VDpgtCfxkISVlTlMfvbCdd2rIWlP0bqAkQt6W6QjiyPpGBXI6ITSpIwcES5IJaS4Ar8WxTGnOeodAO0220+97nPcdNNN233oS8IVlZWmJ+fZ3l5mbm5uYt9OjWuUBQz96OKAsP70glXTMZgQgNLoB/V6EcN5kzpR85Wxz3tKTK8IMpLq5XN2romlMqeJM9NqVKukrDeczzBFaSUBKwrYkz5C7amwDHes90Tv74oqqoc8Mtmap2ZBdETJur9y2O2eL3JPhOnU/0aru4rmHouk++RmD4nMbVcvVsllV7EWJLcW6t4tXjVRuYK/MGrYaGNcR7hmkFmldsPnOzxuVM9HloaMswvnfTzzSAFBEIQSkEgBHEgOFBYsjQ42EnoRNIR5qYg4r26vBkGTyp1eV3f1KhxZWNxcZFf//Vf53Wve92a2+6//35e8YpX8LWvfY3FxcUtH3M8HjMej4v1lZUVDh48uOPfI2ZoUF9R0MbWl96mIHMkqKTw9hUdagLpEsNER+3AdsGuIc2dFYrRBnPEONJcoR83kxYtAsR+QXCLRN4cIA+ImV2O3v/ZdpM6oYgX2ThluWhRk+VPEmyJzPeXS/lPYKNzCy5Pa5a8QgSvR2pPbquQ2pSiHU8ae1Jb6SlinJLQrs6hVJXbxhhrE2UExtjwzF6m3EXTz3J6mWLg1oe5qoiIKEjtUmxUktiX4hxNM5QcqFiw+EsnChzZrwt1eW7shyMQWGV5IGmFknYckjjhUezGTvIKGDttdZy0I0r07/iO7+BTn/rUZUui16ix3TDG2MJ/hPX3WzWYoVs2lF5/HexA4SSo/6vQj2rUIxpWNzh4Z8pOZYIoxxLkW/H/q5LkRcK6KX0AoSRig7IIFYkobUnOIQBSVP49F6wpiKoqhGkyfiOi3qsYqursKnHv9/d+E8WJV855ug1wAwJ+mqifXBcTXoLFazfdcjjrcSeWRXk1fbu3jAm4YgnCGrOhtGGY26KvlynOjjIeWRnxudN9vnJmwKOro4kirxFI2pEkEILAkdNhcT1JWpfLzNhXrCG5A7fu9w1kZZu7XVbvjyCQFMeX+PuBFLZgq05IGbzag6KdMNPU6vIaNWpc0VBKcd9999Hv93n+858/c5///t//O3fddRfveMc7eN/73ke73ea7v/u7+dVf/VWazea6x37b297Gm9/85p069XWRfyrHpAbREkhpvaeJSxWsUcba7fVBL1esDCKBaINouRq1wRMOdqyxOdaQ5qvAyAp+io5a3/WKQJ/V6C85tfnXNAwnjyd2CeQtTm1+o0Q0Z5Dm2o2vxkBO4f9cvP+xEwlF2L+d2l7wSQXhgjlrXHxoY8ci/UyxkuYsj3MyPcPaBMB48rlUhwnERCe7wApphBPy2eG0qAyr7fYAO5QfuDFQL1WsZorV1K6vpjmrmWIltcsrqZqZm7RdCJ1qO3TjHH+J3NgnkpPbq/vZ2+Sa+4ZSELkxVbTO/fxtjUCykISFQj5zpHk/U/QzVQiSYinZlUhaUVgIjBJ5ZQuNzgU7QqJ/53d+J294wxv44he/yDOe8QyiKJq4/bu/+7t34mFr1LhkULQsjqdaFlNH7Hhrlnn383DUkD+qndp8bSFJAPJagbxeIq6WpYq8K7asnlg3QEa7AUlVrRyAaLh22ahCkkdcdKXyuRRE50vUg3u9poj32cT15HL9w1LjYiPXhkGmGOSaXmYL1dWx4itLA75y1l7OjifbWA50Eu7c0+Zpu1rsbUUTrbq+cJ1odHArjrZgutwVxU4U26vX/rjTc1J+hxlzQ+V+YvKT7e/nt7aS8EmlLq9Ro8aTF5/73Od4/vOfz2g0otPp8KEPfYjbbrtt5r5f+9rX+PjHP06j0eBDH/oQp06d4kd/9Ec5c+YMf/zHf7zuY7zxjW/kZ37mZ4p1r0TfSZhVw/gPXGBPAnK/RB4QyAMSeUAiOqIMUGxUiPXMEuv6DHDSqguJsLktHWobmG1EVSBkhrZLlpHb5jtq3QSGFBIzMtbT/GEbCGpOTxFVDZA3lRYtcnG2LWPRyZsahBHW/9nnMzXtY9ZkeY0aFx/jXNPPLTm9NM7pZ5pMawIBjTCgGcqC9BYIR4pvPpbWxjDINCtpbonvLJ8gwf21Xx6cR4dtEgi6cchcHDAXhXTjgLnYXjdDWZDeoSOoPWnthT7Vdb8s/JM15bhpvab0qlnI9D7+nrO22zFbuZd/Jf1tqTacGGZEUhJKaISS3VFEOwqIHUmeBPb51eOm9bEjdi5Sru9FLIRAqdkpr5cK6nbnGucKk0+pL7w1y7SfeQQo0I+bgjDXj+m1wZ4RyIMSeb1E3iCQ++XmdiuzSPLcEsEFSe4DIUMQCWU69ywlef3FWaPGZYGx0oXSfGlsWw7Hueb0KOOhswMeOjvkoaXBhLIikoJbF1vcuafNU3e1aAQBuTG0QsliwxZTMEl0F8R2sS5mEt3VAniiiaIy/zWLQBczjjt5n8nvpepjl8v199ZGqOubGjUuDeR5zkc+8hEefvhhXvnKV9Ltdjly5Ahzc3N0Op0tHydNUw4dOsTS0hIf/OAHede73sVHP/rRmUT6S17yEj72sY9x7Ngx5ufnAfjzP/9zvu/7vo9+v7+hGr2KC/E9oo9qRn84Rn9dz7QuFAtYMn2/JdXltbO7Lo2u2HukbtrX2cCIBtbusLaB2TJMajtpJ0jzrCIQSihU/0YZ9GGDflijH3YWLVUuS2InRm4OCG6RiGvXsWhRnqw3CO0EPQ3njd+WiCaXpZ1FjRpXGryIp58rzo5yelnOKNcYBI1A0Ayt9ccsjJVeQ37PJsatcvxcxeJSQDdypHgcFAT59LVfDoWoqLWtvYl/yECU1iWTQp7J8YxHoZCvbnP/SsHEOEu6QY1ETByrOsEwqb6vNLM7DtY/1uQ4q7xP6G1YpCBa5/14suKi2rloffn4qdaocT4waYU07xnMAEiNDWv0Pn+uZZER6EOlylwfnvL5A2iCvM6S5sH1mxSSLkW+UJJXgyFd+CMh1m6lMaUkr0nyGjUuaxhjGDnSvJ8plsc5g1wxUgalNEcHKQ+dHfDFMwMe740n7rsrCXnm3g537ulw83zDtfAZEtfat7sRMReHJGFdUNWoUaPGTuHRRx/lX//rf82hQ4cYj8e8+MUvptvt8o53vIPRaMTv//7vb/lYcRwXwaJ33XUX//RP/8Rv/dZv8c53vnPNvtdccw379+8vCHSAW2+9FWMMjz/+OE95ylOe+JPbJshrJM03NMi/lNvcoGPGClAe15iTBrMEaknD592YU4K4qlSqywPChk1KR+wmFbW6MrZm74E564j1iNIGpl0h1Z/k5KxJDYzseEevGNspm5rJrtqOVZoD6DO6VJt/XcNo8nhit0DeLK23+Q0S0Zgx1nEKd8ZWdS6EgIZA7nYZTs16wqNGjUsB0xYtS+OcYa7RxhBJS5p3mlFBOGtj+PrykM+f7vP1lRErFYJ8rM5d19sK5Rrye4IQj0LmErveCuUaz25tTDEW8l7gysDZcV6oxyMpmEsi2lFpBRlJS6JXVfQwSahPi3umhT81D3N5Y0dI9Bo1riQUHn9jp7xYxRaFqfMzD7F+5l2QgcD0XKK8I83NMVP24Xh0IbjeFpDyeonYK2YWg0b5lkVAUYYoRdhCvyFKJXngBgG173WNGlcMfIE6yFVBmg9zTap0EazzteURXzwz4POn+/SycoZOADfPNx1x3mZfM2KQa8bKkGtYSCJ2NyPm4oBmGFy051ijRo0aTyb81E/9FHfddRcPPvggu3fvLrZ/7/d+Lz/4gz/4hI5tjJkIAa3iBS94Affddx+9Xq9Quz/00ENIKTlw4MATetydgpACcbVAHBBwl91mRgZ9RBekun5cQ89aI6qjCvVP7newMcMGpu1EKk2s2AVh6/wcSKdsYGJH1k6Hll7mNjBFJlA1U6jIBnK35dZSpxAJmYrSvFV2nZuhQX+xYtFydmrA04TgJmfPcrNE7lrHosV39HqLlghoCYJ554XevPxf9xo1rgRsZtGyKwkn8obOjjK+cKbP50/1+eKZwcQ4ZRqhFMzPUolH1kplmijfSq6RJ8qHuZ4gyr0KPHJEeScKaEcxjVASS0nkPMCjKyQws8b2YsdI9H6/z0c/+lEOHTpEmk56VfzkT/7kTj1sjRpPGEaXqgszdNYs0+2KMa6IFOglg/pKqTQ3p9bOpIpF62curxdWebFrts+UyV3LYooNyAmBWCAXnTKmIazXX11I1qhxRSLXhmGuGOaa1VSxnGaMckOqNRJBLGEpzfnS6QGfPd3jq0vDiZbGVii5Y3ebZ+7tcMfuNs0woJ8pRkrTzw3dOOCGZsycU2XUk201atSocWHx8Y9/nE984hPEcTyx/frrr+fw4cNbPs4v/MIvcPfdd3Pw4EFWV1f5wAc+wEc+8hHuv/9+wHqZHz58mPe+970AvPKVr+RXf/VX+YEf+AHe/OY3c+rUKd7whjdwzz33bNnK5VKAaAiCmwKCm+y6MQazDMYR6vpxjT5qa3lrJQK+BVTsEpZU3y8RByTyGtexGWEFKu4xrA2MO0bP2Yj40MomiI6wPusJNrDyAqmijZkiwCsXo7HmuJqSFFdugiDHdsv6i03yK3N/9NrHmRzvONJcGfQhg344Rz2sMYenhEIByIMVi5Zr1hEJzQoEbQjkVaIc7yS1IKhGjYuNzSxaOpEkDkpKMVWaz58e8IXTfT5/us/hqa7YRiC5dbHF0xdb7GlEFVI8oBGc37hEG6skz3WpLFfGFPlMnihvRwHNMC5sZWIpiJ2yPKg7W2qcA3aERH/ggQf4N//m3zAYDOj3+ywuLnLq1ClarRb79u2rSXQHo60vNgETCfKzPP1q7BxMXiHN+wbTx/qZ52CkKyIbQNcpVk4Z9EMa/YgjzZfXHlNc5UlzZ88yN/s9rSov0KJIlZeLtkAvSPM6IKdGjSsSqbNmGeSK1bH1+RvmGmUMUmBbByUc6aU8eKrPg6d6nBpmE8e4th0XNi23zDcx2BT6vlOdd+OAA52EuSSkEwX1oLRGjRo1LiK01jPzoR5//HG63e6Wj3P8+HFe9apXcfToUebn57nzzju5//77efGLXwzA0aNHOXToULF/p9Phwx/+MD/xEz/BXXfdxe7du3n5y1/OW97ylif+pHYKEsyKsWSuyxaa/g0TQiAWgIWA4A7bVWWUwZzwSvWKDcxZgzprUJ9zrHFwDjYwuSXWzYq1LRHC2SQmzgamubkNzBoV+AQJbtauOwJ8ggQvAu/NpJp8KnSuaowrvGmuvw5wOUnl9irZXTxnYzCnDer/qtKiZSrHSex1Fi03O4uWZJ3nnpZjHiGEHe9UA0GbtUVLjRoXG+dq0WKM4fHeuCDNHzo7mcEkgBvmGty+u80du9vcNN/ckoJ8GsZMkuS5NuQu2lEIQSQEofNd3x0FtMKAKBBFWKYN0qy/X2psD3YkWPRbvuVbeOpTn8q9997LwsICDz74IFEU8e///b/np37qp3jZy1623Q+5rbhQwVsmN6gva8xQ2wLHtw42Z7QO1h/6bcGE8mFc8TMfO2uWwFmzxFbtbbTzYfT2LIc09KcOKkFcK6w9y/USeZ1EtNYpIDOvNHeqFqc0t+E4lYmUmjSvUeOKxNgR5sNcuxBQ6wNojI0zSEJJI5Cspjmfc6T5F8/0J7wCQyl4+q4Wz9zT4c69bfY2Y7Qx9DPFILdt6J1IsrcRMZ9EdOKgbkWsAdTBojVqXAr4t//23zI/P88f/MEf0O12+exnP8vevXt56UtfynXXXce73/3ui32KG+KCjZO0wSy5rtBVYOwELsbYjkxfr2+xZjYjgz48ZQMzXdODzSmq2sDstzYwa45nJkNL0WLSBqaNJb3PQQVejsorJLh0x60S4dOkuNwe1bbJrO+5OmS9zfXDaq1YqIUlzG+WBDcHiPl1xjzeknI8FQg6D6JZB4LWqHGpYDOLlkYwSUCvpjlfPGPV5l843efseDL9eSEJucOR5rcutujGW9PtGmOJ8bzqU64AYSferE+5FRi1QkkrCifU5HFQE+U1nhi2Wt/sCIm+sLDAJz/5SZ72tKexsLDA//7f/5tbb72VT37yk7zmNa/hy1/+8paOc++993LvvffyyCOPAHD77bfzpje9ibvvvnvd+4zHY37lV36FP/3TP+XYsWMcOHCAX/zFX+See+7Z8vlfaBKdwCAaogyNTO1tAkeyTgfd1Gr1LcEqRmzxRgpm4AjzbP0i3OQuSd6pzPVjGqatJUNsUX2DU5sflOsrTjJTBuMo/1jCTpJU7VnqL/waNa44GKfmGOaaQZZz1qk5xkqjgVgKGi6kRgj4+sqIz57s8eCpHodWJ794FpKQO/e0eeaeDrftbpMEsvRLzzQGQzsK2N2MWEgiOlFQF5I11qAm0WvUuPg4cuQI3/qt30oQBHz1q1/lrrvu4qtf/Sp79uzh7//+79m3b9/FPsUNcTG+R6r5RIUIxodcKkBW7EdmqNXXO6ZZqgSWehuYfO2+YrG0gZEHnE3JDGtFL9Yhc+OQWSrwWQT4Nv1em6zsri26bEfAyL1e1fWp/Rgx87kTgLxOIm+xanNx9ToWLdVA0NTYfRpuzOMDQRu1RUuNGhcbm1m0eLuT6v5fc4Ggnz/d59GV0YSLUyQFT9vVKtTm17bjDT/nxhjGylpVWhsWZ5kLhFISSoilpBlKWlFAEsiCKE9qorzGDmKr9c2O2LlEUVR8cK666ioOHTrErbfeyvz8/ERb4WY4cOAAb3/724vU+fe85z289KUv5YEHHuD222+feZ+Xv/zlHD9+nD/6oz/illtu4cSJE+T5rIrg4iP7+xyzbGzrYMMF3QTYAmOzoJsGVr1cq9VLJYhTeJuxgb4rtFPb6miMgVAgIqw1S2ST5M3YoB9zhPkjGn14RvHcAHmwDAGV165TOFfPI6uoLhKBXBTWsqfx5H6vatS4mNDGKr4N9vPqu6ENpvAV18a4271YzLjtdj9jJpf9sZSxx7AXG1ozyjVDZUNAQZAE9tKNbRvkMFd84XSfB0/2+NzpPivpZCjojfMNqzbf0+G6boIQoiDmT6Yp2kArCri2k7CrETK3xZCdGjVq1Khx8XDttdfymc98hg984AP88z//M1prXve61/H93//9l5U3+YWEEG7s0wAQsK9iiTg2VijjM4x69nd4M7W6EMJ6pO8CnuFsYHKDOe6U6k61bk4ZzBmDOmNQn63YwFw9ZQOz6MjlBsVY7lyxIyT4uUJULFpusWOfdcVClfdAGPd6twXBNXUgaI0alwrO1aIF4MQg5fNOaf6lMwNGajI4YX8nKdTmT1loTpDus5AqzUhpRrnBYKxdZSCZj62qPA6DQlUeS0EoZ+fH1ahxKWBHlOgveclLeO1rX8srX/lKfuRHfoQHHniAn/zJn+R973sfZ8+e5ZOf/OR5H3txcZFf//Vf53Wve92a2+6//35e8YpX8LWvfY3FxcUtH3M8Hk8k2a+srHDw4MEdVVgYbej/yACGdl0sCBvEst8pmzdTOGymVt/Aj+9yxsTzT12L5wC3zbkACmOLZR8SFFZ8/ZYM5oglztUjGnPMrAnToQ3yBlnYs4irNlBcZJRKc/9eNJw9S6ue4KhR41zg/e58K58yoLQpiOqyA9oUVqC41j9LXht3oVhXxhPfprAMLY5XkODV63I/31dtsKS2/7EUCLcXYARC2GX7MRf4j3voFBNxpRA81k958FSPz57q8dDZARWXFpqh5PbdVm3+jD1t5irtj8Nc0c8sOd8MBbuSiF2NiLk42LRwrVHDo1ai16hx8fH3f//3fMM3fANhOKllyvOcf/iHf+Cbv/mbL9KZbQ2X6vfITqjVAczQ2cA8VpLrDGbsOGUDI5riopHgJJTdrg1HZlfWRQM7XvHXzcr6BkGpRlde4xyEH/fMu3GP94WvUaPGRcW5WrQMc8WXzwwKtfnJqfylThRw++42t+9ucftim12NaMPHz7VxYiKFNhBJS5YvNEK6UUg7CkiCmiivcWnhotq5fOpTn2J1dZVv/dZv5eTJk7zmNa/h4x//OLfccgvvfve7eeYzn3nOx1RKcd999/Ga17yGBx54gNtuu23NPj/6oz/KQw89xF133cX73vc+2u023/3d382v/uqvbqjs+OVf/mXe/OY3r9m+oyT60DB+3xj1JY05NeMtqCocDjqFw67ZXzSFz3YGKK4YtfrmdiyUBXEEhKXSxGgbHqSPGMxRjT5i0Ed1MWlRhVgQpTXL9dIGCs16nX2boleae8VFUiHN6zT5GjUmYFXaOFK8TE/PjUFp28o3dhYnPk3dk+ee+PafJru8PoEtsL6hfn+vqPDbhBDVnK2J/Yv1qf2fKHJt+MrZAZ891ePBkz1OTBWlV7d8KGibpyy0JgrasbKqkVQbGoFkIQnZ3YiYi0OSsCbOa5w7LlXyq0aNJxOCIODo0aNrbFtOnz7Nvn37ZoaOXkq4nL5HZqrVn6i3unFjjIq3ujlqrN/5dmAHSfDzwZpAUB+k6i1a6kDQGjUuOs7VokUbw6Mro0Jt/vDycELYEwi4eb7JHXva3LHbdsRulK+kjSXNR248Fwj7mPNJyHwc0ooCmqGsM5pqXNK4aHYuxhj27t1b2K3s3buXv/qrvzrv433uc5/j+c9/PqPRiE6nw4c+9KGZBDrA1772NT7+8Y/TaDT40Ic+xKlTp/jRH/1Rzpw5wx//8R+v+xhvfOMb+Zmf+Zli3SvRdxKiKUjuSWywaKYxp82aoBtz2KAOK9QnXVXWYqJtUB6QtpByJHJBNGljVdlD0CuXvlp9QzuWzBalhR1LiG2TDEFKS4cZbVstPVFujmj0MbPWyxzs5MQ+p/j39izrBeLoGUrzGGgI5D5hQ3ESatK8xpMSqqoYr5DiuTFkypLiY21Ic4PC3qY0KAzVuVspIBCiuERS0BACKQSB2LnPlif3/bV2pL2qqNlLixZ/GxO3mWKfqf2xIZ82cGeyBTIQ8PRdLe7ca21armrFE+eVKU0vU4yVcW2OIXtaMd0ooBUFO/Ja1KhRo0aNCwdjzMzfttOnT9Nuty/CGV25EKEdA4m2gMUZavVVpwxfMWhttqRWF8Jat8hF4M6KDcyxchynD7t2ucYUGX4RSPCtwmh3zi4A1YwreU5NO/aRLWlJ8zqbq0aNiwZjDKk2pMrmLm3VouXsKCtI8y+eGdDLJmf+9jUj7tjT5vbFNk9fbNEM1x93eF/zYW7FPkJYsn5XI2IhsUrzVljnM9W4MrEjJPpTnvIUvvCFL/CUpzzlCR/vaU97Gp/5zGdYWlrigx/8IK95zWv46Ec/OpNI11ojhOC//Jf/wvz8PAC/8Ru/wfd93/fxu7/7u+uq0ZMkIUmSJ3yu5wvRcL5zN9v1IujmsSmFwwD0Qxr9kCNkBIg9oiTVD0rEXuetPuXHZ9XqM7zVExBzF06tvqEdS2Y9FQxOGRIBbVsAF88jN5iTliwvVObHHNk9jdCp+a+xPubyGonYN9smZ825ZW6AEws7edF1pLkvbmvS/JKBt/mo+lOXdhzevqP0vK5advjbveKZ6nHcjd43G7za2b7//mMiRalelhVl88R29/ciK8uXInRFKV6oxitE+VjZgm2sdEGaqwqRDOVkXiAEgbREeCAEcSgdUT75+THG0M80S64AXB7b66VxzkqaF+dSktlMENpqapuZsW3yfsZZwlw4zMcBz9jT4Zl7O9w2oyjNtSXdh7kmDiSdKOCG+Zi5OKQVyvr7pkaNGjWuALzsZS8D7G/ga1/72omxh1KKz372s3zDN3zDxTq9JwU29FYfuXHJtLe673jdQK0uQoFwAqdLBUa5InbqYjQUhZCpOLcLLDMggEAg9worvGrVXbY1alwMZEoXZHmqDWmu6OeaQabIjSFVdlzjLVp2JZPZSKnSPHS2XxDnh/vpxPEbgeTWxRZ37G5z++42+6aEPdOY5WvejUMWkpCOG7PUFpM1ngzYdhJdSslTnvIUTp8+vS0kehzHRbDoXXfdxT/90z/xW7/1W7zzne9cs+8111zD/v37CwId4NZbb8UYw+OPP74t53MhMBF0U1U4HPWefC7o5qwllNVJhXrA3TkCub8adCMRcxuo1UegV501ScS2qtXP2Y6laYvTKvFvjhvUEYU+atBHNOb4Ou2SMcirBeJaWZDmYo/YsDWzIM3Hzl/ek+ZtCOakbVdsXhpq/csZlnwt7To8aQ1VwhqM1vi6vvS9tiSoJ7O9ItiT5hPkt7/MOLYny8vtFaLdbwQQYMyEYYjb7P4mXXK4f7xy4CHwJYMnzxEgcfZKle2eYJfCdlMEjngPhA27lX5ZyuL+wvlszyLwZfFYUwR+ZblqqVL6jdtrT4qPlS62K42zVbETbsaU5xAIHDlu/b4DaUny6ckBbQy9TBWE+NI4Z3kGUb48toXgpYRA+PdIFEr56vWs27xy3m8PpeSW+SbP3Du7BVJpQz+3xHkgBN04YH8nYd6pNy7lyZYaNWrUqHHu8OMTYwzdbndC3BPHMc973vP4oR/6oYt1ek9aTKjVKccHT0Stvt0wPghm+qKmSHHKGtSS4TgFh1tOQEZA7ERFbrsIhNvX7RfWFi01alwI5NqQaU2qrMVlqgyDLGeQ+7EZ5FoXlpahhEjazt1ppbcxhsdXS4uWrywNyXU5xhLADXONgjS/ab65oVJ8PV/zq+ZCOrWveY0nMbadRAd4xzvewRve8Abuvfde7rjjjm09tjFmIgS0ihe84AXcd9999Ho9Op0OAA899BBSSg4cOLCt57Et8DP+PdCDSop8tFbpIEKBOGjV5jzPbjO9SVJdH9YwBv2IQT/ievHAhr1USHV5jbDE8Lmo1buUYTFTavXCjsUR5udqxwJWla4PG8xRZW1ZjmjMSbM29BN7f3mNex7XOsJ8cXb458Q55qz1jnd+5rIryzbLmjQ/L/jWsrGyHtejXNHLNINckSpbIPgCYIKMNgJEuT7tTQ2zPa79doEoCGso/za93zVQEM3+b90f2xQ2HFWCuSxYcuOutSGUkkYoaQSWPPaBLMKR1HZyoHwt/J+udrYfUE4E5BOhllNKevz+JZU/+ZpNvn5bIfCB0mccT4rbxwuEcQSwVY5H0rbj+fVpaGNYTRWnx1mFCM/XkOXL43zCW28zdKKA+cSqGRZiuzyfhERSTpDTVUJbTBHXwTrk9rnctpPktTaGQabp5xopoB1JbpprMJ9EtKNg5utdo0aNGjWuDLz73e8G4IYbbuA//sf/WFu3XKIQUmysVh8YTB+rVl8FzdbU6lVMkOKK9ZXiVVJc+osr8kJ7jsKLoEJHhAfuObjlCaK8Ro0aFxzaGDJlGGtN5sjyUW5zj7yHeKZLu8tQCEI3JmvGglAE6xLVq2nOF04P+MIZS5wvjSfTiXclIbfvbnPH7ja3LbbpxOtbtKzna35NO6l9zWvUqGBHgkV37drFYDAgz3PiOF5jo3LmzJktHecXfuEXuPvuuzl48CCrq6t84AMf4O1vfzv3338/L37xi3njG9/I4cOHee973wtAr9fj1ltv5XnPex5vfvObOXXqFD/4gz/IC1/4Qv7wD/9wy+d/IQNzbGq7u/SwyeypsQWUMJbQjbDE+iYES+EN/rgj1R/TmBMzfAskiKuECyx1oaUzwjQLpXZGGaRZVas3hbVk6bO+HUvEGvsUMzKlsvyoRh+15z3TX6EF8lpLmMtrJeKa9QNWJx4jcyr4DPAq86ovvA8BbdS+fueDvKIu9+GHvVQVM+jKGDCCOIAokMTSEs0jNWkRUg2ZnLm8zrpyxYbShmyd9dxvM5XbptafqAI6EJAE0pLqoSzI9UYgSUJJEgi7Xrltet/EEfONICAJBaE4txl9r+r36v2qBU1JyJfq8fV8xj05PkGG++W0XF5Jz40c71bJcUeMW6K8XJ9PAiJ5Zbb/aWMY5ppBpjEY2lHAovML7MZh7RVY44LicgoErFHjSsVwOMQYQ6vVAuDRRx8tMp9e8pKXXOSz2xz198g6avUh5RhOurGQmUGKF8oQJknxAESMG6840ju0+4igoiavEuU1atS4JGDc+DJzY+RUGcZKMcg0w1wVtyk3MAtc12okS8J8I3J6mCtODDKOD1JODFOODzIeXx1xaHU8QaHEUvDUXaVFy7XteN1xZdXXfKytqKoRCObisOiMrX3NazyZcNGCRQF+8zd/c1uOc/z4cV71qldx9OhR5ufnufPOOwsCHeDo0aMcOnSo2L/T6fDhD3+Yn/iJn+Cuu+5i9+7dvPzlL+ctb3nLtpzPTsCGy1RU3dUUee/L55Td2hhbNDmlA+EkGSaksKGZ+yQ82x1vbMnqIrT0MQ09MEcN6qhC/aPzRmliwzYPlFYworWOWj1zanWlbWG3jh0LWAsX9Yi1YzHex/zMOgxcl0n/8mul9WvfjDB3tjGkFVuWEAgFch5E21mzJFy0sJ7LFf7H1ZPlQ6cuH1bU5eA8rwM3Yx5ITo9yHu8Nebw3tpfVMSeH2QX1oT4fCCB0xYxXAfhLpg1j11qXOsm5MjDINYNczw6yPQ94Yn4N8V7ZlgTCqeInSXm/XL1PHAj6mWJp4O1UFEvjjGV3bdctOb7V90cA3TiwJHg8RY675V1JyNwTIImLwM+KZc/6+1aWN9h7szkTs87y9Ibpx1jvsKnSKINVcXRiFhsR3Sggqv0Ca9SoUeNJi5e+9KW87GUv40d+5EdYWlriuc99LnEcc+rUKX7jN36D//Af/sPFPsUam2BLavUhiLCiFK9YpqyxT6lJ8RoXGVvNmPK3Q6VGdx6X3lpSTizvfKfnhYS3wky1IVOasTb0Uxvqmbpu5kxrx4cYZ71ix2WdaHaXr8cgU44kd2T5IOXEIOPEMGUlneVna3GgkxSk+VMXmhuOM3wY6VhZc9OG8zU/WPua16ixZeyIEv1yx6WksDDGlGGXY4PpO+W3V1pT8RSfofqedTyzDManxz9uiW3ytfuK3aIk1Q9KxFWbeIyvloGf+qhVmZul2fuKBRDXyEnSvLuF9kdVUcfnTh0fYL39ms7PMOGChKReaciUniDMe2lOz5HlqWsxk86LLXbq8kGuONxLS7K8N+ZIb1yQzLMwTU5vuL6Ffb0FSSAF0Sbr1ftHTpld7LuJAqCKqs/7yL1uo1wxUhU7m+I227JX7JvrYj/fMuf94i82BDAXTyrHq0S5J8i3gxxXpuwGUIUXuy24DdaKJkAwLVAX6yzDpH3Nps+1OgE5fdtG91tni/egr55LM5AsNmO6cUBSF6Q1LgFcSvVNjRpPVuzZs4ePfvSj3H777bzrXe/it3/7t3nggQf44Ac/yJve9Ca+9KUvXexT3BD190iNGtsLb6ORF7aLlcynCoFdktmz86VweUZFbqyx4bgT6/havNLJukHGVLGPu3HyvExxH6jkMmGJdOG6X6W7reyKLfODpLAe3z7zSVB2zfo8KJ/1FBTHdgQ9FNaO2+nLrV1op++w9sRzP8sZa0OubOezcZ3XUUAxtvQ2lOudTy9TnBikjiS3BLldz+hl6xPlYMdo+5ox+1oR+1oxV7dinrqrxUKyvi626mtujH3NW6FkV6P0NW+E9RilRg24yEr0KobDIVmWTWyrCy4LbQyPLI9QRhMFktB96VZ/XAJH8AVNgWxBsCgJoFSrjwwMsC2EPYNRBuNbCL2/eoXsEkIgFoCFgOAOF1qqbICn9VZ3oaWn7UWdNqgHnbtziCW8nVKdgAnSnNXZz1MsCutbfk3FlqW1RcLce63nBqEdYR4JaIPsWBW/iO1z3WwCoYaFNp4Adj+quWI1za3/mYLc2Pc7FIIosF5oDWM4Nsh4vDfi8dWSMF9vVjySgv2dhAPVSzehG63v6XYpoqrKAF8Q2s9kSwa0ovV95c4VnpifRbyP8knSfoKUnyDtzQSB78NkBFjblNgqxOcnrFUCFpKI+ThgLg7P25f7XMnxUNrvt1hKksiqHpJQTvgAhrIMUa12uKw5Q7H+6lqiff3ntxEpfy7HqVGjRo0aNdbDYDCg2+0C8Dd/8ze87GUvQ0rJ8573PB599NGLfHY1atTYSRhH0A5dh28/U6ykOePcErNup6JmNsYnI5WYtQWm86X8nlNZUkJM7FdsdxlTAkdOz8iYEu7ic6aqx4bSWtIT+z4XqsiEUm69kiVV7m+fVTX7yRSP54l44Yh527kLVdLekulBwaeAFNKNN2SRFSXdsQoiXoiCNB8pRT+zuV7efkW72YNA2GDNSAqSSLoxytqxgDGG1cxar5xw1iuFDcsgpZ/PCnwrMR8H7GvF7GvFXNWK2NeMuaoVs7cZbWncWfua16ix89gREr3f7/PzP//z/Nmf/RmnT59ec7tSG8+yPVmgDZwapQxdyJzWAkQ5lyswbnZVFD8W9ou/VAOHDUHcEgRGEKSCIIUgBTmAYAAis4SVCARBIqzX3lSSvAgE4lpLbvOv7DYzMKVS3VnBMAJ9yKAPlaGlExAg9oiKf7kL/2xs/iVtdIUwT+2srpBYwrxRIcy9wrwmzDeF92YriFZl6KU5/UzZFjSnLhdY+5BIChqxYGmsCwsWT5YfH6QzLSsEsLcZcaBbJcwb7GtFW/pxriofilDOqVbBaW9vbXey2ygJbjN1PDO1j62B7GesLMyq4Z2ugBOmCN7EFWb+mWh34PII5evgWxUnFBJrCjXb3ujJ+Cp2gpj3LYeNJ1AsnSs5HkirxtiMHPddBLXPXo0aNWrUeDLhlltu4S/+4i/43u/9Xv76r/+a17/+9QCcOHGiFhrVqHGFIa10nnrCfJRbGxBjTGGJ2YrsWMwT3ZcC/BjA25dUbUyqdia5trYlZdaTnFh+orW+qZLuxkxkP9ltkBlNasCg7T6V26mM2yZHb5Zr8ap7AYWavBlK5jYgyldStYYgP+6U5cNNiPKFJGRfM+KqKlneitnXjM9ZFb6er7nNX4poRbL2Na9RY5uxIyT6z/3cz/F3f/d3/N7v/R6vfvWr+d3f/V0OHz7MO9/5Tt7+9rfvxENe1uhG6xNn2v0I2NYsv6zJcuhnarZncARiQRBkEGaCMINgDPGqIMgEobYElowgiEHGkiCWJVGPIIgE4iZBcHNogw6NgbOmCCzVhzXo0sNcXCORVzmSexNMEOaZAUfE4RTlclEgmk5hntTBn1vBdNDnINP0srwINrEte4JIQuzauMa55kh/0orlcG/MeJ3UyE4UTKjKD3QS9neSdW0qqq1wmWt7E5UiZhZJXSgM3A5eNeDhSWp7myxaBSUCKUWxv2+jE46w9hNQXn3hjykrj7/xbf45UbRJ6sq10prcQF7xwvOfTYXdrgyF+mInyfgqrHXN7O+WmhyvUaNGjRo1Ljze9KY38cpXvpLXv/71vOhFL+L5z38+YFXpz3rWsy7y2dWoUeN8UbXOGGaKlVQxcNaYqiJcSgJJN966jWQV0+MrbzmSeeuRYt1MkN+ZXuvlXZLhk8cZV463HWaTgWBmllNjVp5TcZuYeZtfDjawmN0OGGNYTietV44PS5/ykdqYKF9shIX1ylWOIL+qFbG3FZ+XxaMxdrIiq1y8JY/3Nb+uEbkw0NrXvEaNncSOeKJfd911vPe97+VbvuVbmJub49Of/jS33HIL73vf+3j/+9/PX/3VX233Q24rLpTXX64Nnz6xQijEtqpPgWIGVlMh+pRTeY+B1CD7IIYgchBOWG4i0BHWuiVwQSBuVjwQglBKQuHJOTtjHgfCquKFYLoWMKZKmAPKEZIR1se8jSXMncJ8WiVfYxK+BbCw9sgVq5kuCrQy6NO2nMWuwDg5zCaU5Y/3xiyNZxjhY9/ba9txhTBvcKCTMB+vb8WSVTzjcm3/7oQQJNL+bXQiSTsKiQNZ2HNUSepqGI29rWwTLMl0Ubnt8vg7mTUJNrlt62R86WF47mQ8sCk5HgpbrNbkeI0aVy5qL+MaNS4NHDt2jKNHj/LMZz4T6cI//vEf/5G5uTme/vSnX+Sz2xj190iNGrYOHzp7xWGuWXHdvuPckBsbLBnJkjSfZZeYKs2h1TFfXxlyaHXMIFNryO5JBbgVvVwMCCAORDG+tGGZorA4yfT6tpI7gdAp3yfV74KkQtBXyXq/XxJImsWyHdecHmYVkrxUlm+U8SVwRHkr5qoqWe6sV86XxLZEuZ30yLUh1xT2NqGURIEgloJ2FNAMAxqBrH3Na9TYJlxUT/QzZ85w4403Atb//MyZMwB84zd+Y504X8H7v3KcI70RrdAG+TVD2zrUCO0Mov/yP59Zah+yEVSdfEMsUd2t7KhApPYixyD6IEYGM7ae5FqAigwqhCy0pC1QEHme4IwCQSQkLSQNI4m1INL2iz6IBcQCOQei5QjzGOtjfhkQoRcLacWGxarLc3qZLgop7ZTdkYQokHRCwXIKh/tjHlu1qvLHe2OODVLWqwH2NKNJ3/JOwlWteF1f7OmgFT8D7guquSSiE8niR92SsuJJ+z77RPpww6jKzfFEyXigJsdr1KhRo0aNSwRXX301V1999cS25z73uRfpbGrUqLERqpYZI6XppTkrqSrGRGBtQJJAMpdIIrmWYtHGcKSf8vXlIV9fHvH1lSGP98as0wC8JdgOUStYiqUgctdVsjuukN6T65Vlf7/p9eK4wonlzm2sUO2Unsx6ml42xT5FNlRlv+pt/vXKtaGn1aZhnE8EAtjdjLiqGTnbFRfq2YzZ24qI5PkR19pZrmaqJMz9n0EoJFFgx9bzse0eT8LACRft2Loes9WocXGxIyT6TTfdxCOPPML111/Pbbfdxp/92Z/x3Oc+l7/8y79kYWFhJx7yssSffPHopp5ZYGewPcHeDO3saSMMJrY1AktcTmwLA5qBX16HjA/ANO2lOJNcIMYgU4EcQji0JDt95x4WWMW6Ca2K3aSGPNMorVmSijwE3QDREYQNQbMd0G4HNKKAJCjVrjUspq1Y+pkNmfFWLLlr//NBn0kgCYTmSD+b8C4/3B+v+/fUDiX7OwkHuwn7Ow1nxRLTDNe3+si1qbQA2llwKcpibbER0I6CQmFR/6jvHLaLjK9Ro0aNGjVqXHz80z/9E/fddx+HDh0iTdOJ2/78z//8Ip1VjRo1ADsmyzVDpemnzsdcWSGTwY7J4kDQjiQLcm2nrjGG06Ocr69Ywvxry0MeXR3NtMyciwNunGtww1yT+STYGvntsqwu9XBIbyvZ3ua8p62Q7ZPLkwr56m2ZNiwm4Rpv8qtaMXua0XmPbbXxSnJvv+InAKzQ0Qua5pKIdiRpBMGa9/nJKkKrUeNSx46Q6D/wAz/Agw8+yAtf+ELe+MY38p3f+Z389m//Nnme8xu/8Rs78ZCXHYwxfMf1izzmflAzbVvByosqZlr9j8LS+Ik95nmR8S1JoxvQMpKWljRzSTASyIFVrpsAzJxAtgJEbD3WTQxGeC82w2mdcWwlxf9oxIEovLtaBQlryeFLvRh4IvAhj15dPswVq2nuPOlmW7E0A8lyqji0OuLRlRGPro54vDfmzGi2FUsg4Jq2Jcu9Z/nBTsJCEq77Q6yNJfH9+zVLXd516vKkVpfXqFGjRo0aNWqcNz7wgQ/w6le/mpe85CV8+MMf5iUveQlf/epXOXbsGN/7vd97sU/vSYH1ggp1sd2GzOvKsg+w19O3O3LMZ8z4LsFACHY1Irqx7TCu6+ZLE7l2CvPc2mMuj/OCeFXaEMhyDD0XBzPHqr1UlYS5u16doZBOAsENcw1unGty07y9XmysP0a7GKh+Nqpdrv5zMbnuPwvWa1M4wZW3lCyusdc+s8pvPx+EUtCJAzpsrxXu+cAYK3bzRLm9Bh9YGjkBXDOU7Ilims6rvEqWX8ncR40aVyp2xBN9GocOHeJTn/oUN998M8985jN3+uGeMC4VT/QqsT5yxHpBsqvJbSOlGWYuyKTY31622zvNFxILUcj+Tsz+7tZ8s/1z9uEmYzebL7y62fl7deJwIkDkclM3e1Lae5cPc0Uvs9clWS4QwhA7H7koEARCcGKQWcK8Qpr3s9nq8t2N0FmwNAqV+VWteN3XazN1eRJIOnGtLq9Ro0aNKxW1l3GNGhcfd955Jz/8wz/Mj/3Yj9HtdnnwwQe58cYb+eEf/mGuueYa3vzmN1/sU9wQF/J7ZKx0QdwZl/Vkpki8aWLbYInt3HiSz5PcoLSeJAFxpKEjxPH3d7d74hwo0mcEAm++INxW6UJ8qrk93gIxCSTzSchiI2IuDrY9B6vG1qG0KZTLg1yxmir6uWKc69ImMxAkjuScZW85VppHV0Z8fWVkrVlWRpwcZmv2CwQc6DS4cb7BjXMNbppvck073jHSdFYe2vRE0DQZ7hkCf0Z+XO5Jb5+xJITNRhMuSymS0qmpJZGEwNmaKG3Hl5nWhQpbGXsxxefRn6PzhS2SncQECR+4rLXtJuHPB6qiJveEuX/tIikJJcRS0o4kzSgsMsF810A9lq5R4/LARfVEr2I0GnHddddx3XXX7fRDXXGIpCSKJXPxEzuOJ+NHFZV7Qbyvs80XF6MKae/DQUplfM4jvREcKx+rEwWFAtp7bF9bsQ3xbV1VeF+wVGlOjzKODWxbaygkcWjV2J04oOWU0I1LRAm9JuSzYsWS+h9YY5AI++Ma2B/XSAZoA0f7Yx5ate19h1ZGHFodz0z6DgTs7yRc121w/VyDg+513agIV9qltrvXVWlbAIVu1nveqcsbXl0eWs+7i/2a1qhRo0aNGjVqXMl4+OGH+c7v/E4AkiSh3+8jhOD1r3893/Zt37ZlEv3ee+/l3nvv5ZFHHgHg9ttv501vehN33333pvf9xCc+wQtf+ELuuOMOPvOZz5zvU9lRjHLNl870GeV6DbGNMY5/KwntAsYKVYQLqa8S2/a6XA8AIS05KCpB9tP7PRHYMVPGyWFKHEjm45DdzYhuVBPqOwkvavLhnyvjnF6mig5woBARLSThTKJTacPh/rjwMP/68ojD/fHMrKmrWjE3zTe4Ya7BTXNNrusmROdgX6q0VTXrKuG8hhA3xWOXkzmOgq6S34KScMYRvS4TKZR2PBgKS357gnyavA4qZHXgPhPrZWZthOlcJ6VdflNle7G8DgmfG4PRpiDhFcZNblVIePe5P18S3vMRVfsV/1oHwtqrRFLQSULaUelTnjjf+LAeR9eo8aTBjpDoSine+ta38vu///scP36chx56iJtuuolf+qVf4oYbbuB1r3vdTjxsjXWwU2T8qaHz5HaXE4OUXqb48tkBXz47mLhvNcByfyXAMnR+bt7OZfrxMmXoZYozo6yYHfezu90LpJo27kd1s5BPjCAK7Ex0Kyy96jKlebw35tDquFCYP94bk82owCIpONhNuL7bsJe5Btd24nWDS/y5+QR3ry4PnFdfEkgWG1GtLq9Ro0aNGjVq1LgEsLi4yOrqKgD79+/n85//PM94xjNYWlpiMBhscu8SBw4c4O1vfzu33HILAO95z3t46UtfygMPPMDtt9++7v2Wl5d59atfzYte9CKOHz/+xJ7MDkIZwzDXNENHUE0R4pcLfO0NdmJgaZxxYpjScAr13c7yZb2cohpbQ64Ng0wxyDW9LGc1tSGgWcXHPAkk3UgSBWspEGMMJ4dZoTD/2ooVOaUzxmvzccBN802nMm9yw1zjnHy/p7uWDZbUtWPHkghPpCQoyG9LZkeBnCCFZ9mnBDO2XSw80VynKgmvdDmpMIuEz7UmP08SHuHDVgWdKKAdxTRCWdiuxFIS1fYrNWrUYIdI9F/7tV/jPe95D+94xzv4oR/6oWL7M57xDP7zf/7PNYk+hZG3NYFixtS2T4mJbRcb02T89XMNnnNVt7g9VZoj/ZTDFWL98dUxy2nOqWHGqWHGZ072iv1DIbi6HRfk+oFOwoFuwi7n3x25FrFW5Rx8a2SqNcf6ao1/dzMMJv27z1FhfT4hn924/EEd5ZrHeiMOrZSE+ZH+7OT1RiC5rptw/VxJmF/dited5ffP3fqXl+nkkbSe8gtJRMery0NZzIxfTgONGjVq1KhRo0aNKxH33HMPv/Vbv8U3fdM38eEPf5hnPOMZvPzlL+enfuqn+Nu//Vs+/OEP86IXvWjLx/uu7/quifVf+7Vf49577+X//J//syGJ/sM//MO88pWvJAgC/uIv/uJ8n84Fgw3g27qi91JGI7RWlWDHDGeGGScGaaGGtoR6WOxTY31oN8nSz2zw5/I4Z5hr50dvO4BboSRex2p0Jc0LhfnXlkc8sjKiN8PHvBHIwpLlxvkmN841irHqVs/Tj12tPZGdBGoEgkYo2deKaUeB67SWFSL88pos2ilMkPDnMc9UkPC6JNs9Ca/csp+wiDaw8alRo0YNjx0h0d/73vfyB3/wB7zoRS/iR37kR4rtd955J1/+8pd34iEvS0gBc1HIIFcYQIGbJa14+jmfP0zVfc9S7tX2RU+6T7csykor10Rb44wWxyeKOJDcMGfb2KpYTfMJYt0up4ydQvvx3mRiaiuUE3Yw+yv2JVIIGqGgQVlcVr2+V8YZp4dr1djtqFStN5xHmfcG3zjk06egC1phMKHg7mc2ROZRZ8Xy6OqIY/10uqkUsDY313cTrqsQ5nub0bqTI7qifk+VJcy9Cr/hwklaUaksbwT1D36NGjVq1KhRo8alive85z28/e1v53d+53cYjUYAvPGNbySKIj7+8Y/zspe9jF/6pV86r2Mrpbjvvvvo9/s8//nPX3e/d7/73Tz88MP86Z/+KW95y1u2dOzxeMx4XNbqKysr53WOlxKMI9B8R6nPayqu3XLqxgS+47PY7sYLqeuarVoo2vsY9rUinr2vy7/Y22EuXjvk9oS6Mdan+/Qw4/hgUqE+F4ckNaEOULxO/UyzmuYsOdI805pAQCMM1rVlGeXex9wqzL++POT0KF+zXyhsR7BXmN803+Cq1tZ9zKfHb9oFbibO9mN3I6YTW8L8UrEnvdJRkPD1OLlGjRrbhB0h0Q8fPly0FlahtSbL1gZvPFkhheDpu9tFEEg1DV6tkw4/K0BHuzYl6zFm/a9zP8Pq7D08QT8rgX4iNEfY2woU/mIUfoGFSl7g/ME2tgfpxiFPXwx5+mK72KaN4fQo4/HVKrE+5tggZZBrvro05KtLw4nj7ErCQq3uyfVr2tbqJAqslUq1lc77go9yW2x55XYsJWEgyJQhnxHy2YglkZz8aCyPc7661Lehn05lfmpGiAzAQhJy/ZTCfCPFgjG2WPdqd+XU7rEjyHc3rEKhGdYFV40aNWrUqFGjxuUIX2svLi4W26SU/NzP/Rw/93M/d17H/NznPsfzn/98RqMRnU6HD33oQ9x2220z9/3qV7/K//v//r987GMfIwy3PgR829vedsHDTjOleWRlyGOrIyIJGmuPOJ5BansSO51JaldIb10hxdUaJ/Vtx7FBymdP9RHAU3c1efa+Ls/Z12WxEU3sJ4TtpG2GQUEUnxpmHB9kNEPBQhyyqxkxFz35CPVqV/DZUUY/t+S0RJCEYqY1S64Nh3tjvuZCP7++MuJIb7zm/RbA1e2Ym+Ya3DDf5Ka5Bge6yZa7Hvz4zQuypsdvi42ITmS7ChqB7Rqux281atSocfljR0j022+/nY997GNcf/31E9vvu+8+nvWsZ+3EQ17WEK5ly61t+/EnyPdKKEk15b5Izaaanu3IemcdUiZs2+APZaznWD/LC1uVQDjbF2ntTtYrRKQQ7G3G7G3GPGtfaQmTac2xfjqlWh9zZpRzdmwvnzvdL/YPhA1ymQgz7SbsbkQEUtCUAc3KX7n3EM+1IXEhn9WCxhjDmVHOo6t9pzAf8ejqmKXxWrUCWK93S5RbH/Prug3mk/U/VoWHubNlyd3rFrviyvuXNwJvSVMXXDVq1KhRo0aNGlcCtrume9rTnsZnPvMZlpaW+OAHP8hrXvMaPvrRj64h0pVSvPKVr+TNb34zT33qU8/pMd74xjfyMz/zM8X6ysoKBw8e3JbzXw+nRhk/9P/7yo4+hocA13Uqi+vYdaF6u8hoyhc5ltXl8jp2twVS8H+Xhnz6xCqPro75ytkhXzk75P1fOcENcw2es6/Ls/d1uKadTJ7LDEL9xDDlyCClFUp2JRG7nIf6dJbUlYBcG/qZYpArzo5yelleBMsmzp5lYcqeRWnD11eGfP50ny+eGfDoymhm7tSuJOQmpzC/cd4KnbYa7LrZ+O2qJKQTh1Zh7iw1LwUr1ho1atSosf0Qxphtn4j/y7/8S171qlfxxje+kV/5lV/hzW9+M1/5yld473vfy//4H/+DF7/4xdv9kNuKlZUV5ufnWV5eZm5u7mKfziWLauCmV39UPcR9sAdYW5lI2qI0Oo8E60GmJkh1fxnmeub+SSA50InZXyXXOwndSjulNoaTg8x6l6/a8JhHV8cz/fC8WsES5VZlfl138xCZTGnGlfZQoCiyu1FANwlJAkmzLrhq1KhRo8YOo65vatS4eJBSMj8/v2n9e+bMmfN+jG//9m/n5ptv5p3vfOfE9qWlJXbt2kUQlHWr1hpjDEEQ8Dd/8zd827d925Ye40J8j5wdZfy7//UFBNbGMZ4is8+V1I4cMR4VBLlfF4RiZwUrp4Ypnz7R49MnVvnq0nBCEX1NO+Y5TqF+XTfZsGt1mGv6uUIbaIZW6byQRMzFAfFlSqgrbRjkNgx0eZSxnClGuUYbQyTFuuOjU8OUz58e8IXTPb54ZrBmPNgK5YSH+Y3zTRY2EDlNY6vjN0+a1+O3GjVq1Lj8sdX6ZkdIdIC//uu/5q1vfSv//M//jNaaZz/72bzpTW/iJS95yU483LaiHmQ+cfgWSx/QOXJJ6SNlChsVH6YauaI2kj6VfGuFiDGGs+Ocx1fHHO6XQaZH+2mhEJjGfBxwoJOQacOh1TEjtZaEDwRc267asSQc6DQ2Dfnx7aHjSsHlQz/bUcBcXG3pqz3Ma9SoUaPGhUVd39SocfEgpeQ3f/M3mZ+f33C/17zmNef9GC960Ys4ePAgf/InfzKxXWvNF7/4xYltv/d7v8ff/u3f8l//63/lxhtvpN1usxVcqO+RfqZ48GSPbiyvmGDR5XHOZ072+OcTq3zpTL+wmgTY3QgLy5dbFpob5iaNZhDquxKrUL+UCXVjDINcM8gVq2PF2TRjlFmLndCR5rNynka55stnLWn++dMDjg/SidvboeTW3W3uWGzztF0t9rbWz52axlbHb3UGVY0aNWrsPIxSkLuLUphcYdIMcoXcuwuRxDv22Futb3bEzgXgO77jO/iO7/iOnTp8jUscUSDXeJSDbdPzYSuptoGe/UwzyhWDTJMZ69suEISSQk0yi1wXwtqfLDYi7tzbmXiM44N0jWr91DBjOVUsnxmU5ykFBzqT/uX72zHRJgVoXnjgaVIFCBtGk4SCXUlEJw5ohUFBmtcFV40aNWrUqFGjxpMbr3jFK9i3b9+2HOsXfuEXuPvuuzl48CCrq6t84AMf4CMf+Qj3338/YG1YDh8+zHvf+16klNxxxx0T99+3bx+NRmPN9ho7h/kk5IUHFnjhgQUGmeKzp3r884kenzvV4/Qo58OHzvLhQ2eZiwP+xd4Oz9nX5dbF9kT2lBSCVhTQigK0U6gf7aUc6Y1pRgGLScSuRkg3CjYdz1wIjB3h30utLecg06RaI7ATAHPJ2iwqbQyPrY75/Ok+Xzjd56tLg4kJByng5vkmt+9uc/vuNjfONbZEmk+M31xumFeY70oi5pLSkqUev9WoUaPG9sMYU5LkeQ5KY/IcM85gPHbbNUYrMCCMASns/Ra6sIMk+laxYyQ6wKc+9Sm+9KUvIYTg1ltv5TnPec5OPlyNywChFIQyWEOu+xDQsQsAGueKXmaVCsNcs6IN2ljteiTtcXwQ6HSBE0pR2Lg8t7J9mCuO9Cy5HkjB9XMNrmnFmxZIyhP/zgsPDFIIklAyl0TMRZJmVBZddfp3jRo1atTYCEZpWzhWVRZZjpzrIJrJ5geoUaPGZYfttgw5fvw4r3rVqzh69Cjz8/Pceeed3H///YVt5tGjRzl06NC2PmaN2TDGBpUWGVRue7yBfWUrCnjeNfM875p5xkrzxdN9/vnEKp852WMlVfz94WX+/vAyzVDyzD0dnr2vwzP2dCa80KWwaul2hVA/0hvzeG9E2xHqC42QuTi8YOOTTGn6uWbgwkB7zubTIGgEglYk2RWspSCWxjlfcKT5F073WZ2y19zTjLhjd5s7drd5+q7Wpn7mVcI8c4R5KCRxKOz4Lbbe8/X4rUaNGjW2F9PjHHKFznIYp5BmdpvSVnVuQAhASggCe2mGiKDMvzDGYI6dxCi1AwmS544dsXN5/PHH+Xf/7t/xiU98goWFBcB68X3DN3wD73//+3c8jOaJom53vnSgjSWufRE01oZ+mjNw6eyZNk6ZYAiFKFTrkTy/Ykib0uPdFnwQCBsu1AoDurFVfvjgz7rgqlGjRo0a0zDGFEWjv5g8t+2I4xQyR54rBcYgHPESXH8tYqG7+QOcJ+r6pkaNiwcpJceOHds2JfrFwuVu52KMsWQ3JeGtjcEY0FO3l9vttTEChO2YNc6YUjgGQAASgRBWKW0MpFoTCIru1K2qpb9ydsCnT6zy6ROrLKclmRxJwR272zx7X5d/sbezbjaT9rYpmQYMrShgdyNiPtl+Qj33vuaZZmmcsZJa+05jDLEU6wZtZkrz0NKQL5zu8/nTfR7vjSduTwLJrYst7nBq86taG6sPM60Z5ppxbtCYifHbfBzQqMdvNWrUqLEtmDnOUQozTtcd5yAEhAEEniyXGCEQWQ69AaY/xPQGbnmA6Q2LZfpD0IboR19BcMt1O/a8Lqqdyz333EOWZXzpS1/iaU97GgBf+cpXuOeee3jd617H3/zN3+zEw9a4AiGFDRSa9CNPMI5cHzsfu1Rp+llO37UI9rMc5eaHAhdqGk0FCE0T5tpAIAVJYD35rmrHE5Ysl7LHYI0aNWrUuLAwWk+2I3qVRZrBOAPlWhRd9oYAy6y4wpEkRgQSISVmnGKOnMQMxztKoteoUePiQeu1OTw1Noc2lqjVhdq7JLyL5aoS3BPeU8fxxLcQAunWpaAgvf12KSRxAKGUBMKKaUIpCIWdCJHCjk/svpY0D9y1dMeUbpzRd2rspTTn1DArglJbYbBuJ2woRWFT8v1Pv4qvLY/49IlV/vnEKieHGQ+c7PHAyR6BgKftavGcfV2eta87EZwphaATBXScQn2QaR5bHfNYb0w7lOxuRszHId3zINS94n2QKZbTnOVxzjDXKGMFTc1QsqcRrCHNjTEc6aeFRctXzg4KD3L7/sD1c42CNL95vrnhuRljGClLnGfaqsxbkWTfXEg7DEhCSTOQl4SlTY0aNWpcblgzzlEaneaQppPjnFy5iWRTUZNLTBjY+/VHjhR3xHix7MjxLN/6SfWHO/eEzwE7okRvNpv8wz/8A8961rMmtn/605/mBS94AcPh1p78vffey7333ssjjzwCwO23386b3vQm7r777k3v+4lPfIIXvvCF3HHHHXzmM585p/OvlVqXL4wxZM52xVqwWBVGP8sZKU2uKUNNhSBxCom5OKQVBTQDSeIUEzVq1KhR48kLq7KotCN6lYVXk6c5aGVJcufvagMyAldE2kLSGIPoDzCrA8xqH1b7mNU+ZnVQLJNmAIQv+3bCb3z2jj2nur6pUaPGE8WF+h4ZZIovnukzyrUlq6EgvUWFxA6EJbylsAR0IMosJeEJ7ymCuyC+qRDgorx9uzFWmn6mWB7nnBllDHKNNoZGIGmFWyN6jTE81hs7hXpvQrktgJvmmzxnX4dn7+uybx3VtvKq8dwghA3k3NOMmE8iOtFshbYnqweZZjXLOTvKHXGtkQKaQbCuHcpqmvPFM4PCouXseJIsWUjCgjS/bbFFN95Y36e0JfCHuUZjX79uHLKrEdJxtjY78f7VqFGjxpUIUxECTYR4To9zlEJgf4CNFPa20QgzHGMGI0tuT6vHh+PNT8AjiRHtJnRaiE7LXreb5XKnhU5Twpuvs9t2CBdViX7dddeRZdma7Xmes3///i0f58CBA7z97W/nlltuAeA973kPL33pS3nggQe4/fbb173f8vIyr371q3nRi17E8ePHz/0J1LhsIVzrXhxAh8kWx8z5mo+VJtemSFmPg/X9CmvUqFGjxpULo41TV0zZroy9ysKF2yg78LdqcmkvYeBUFgoGY3SVIO8NYKWP6fVhMNraycSRPVaNGjVq1KAZSp62yw6Wp4lwsYOE904gCaxAZ7ERcbDboJ8pVlJLqK9mmmycE0mrUE/WGZcIIbiu2+C6boPvuXkvxwdpYfny8PKIh5eHPLw85M++epKDnYRn7+vynH0d9neS4niBFHTjkG5cEuqPrIwQYkwnkuxuRCwkEY1AMsgVPaekH+S6mMxohIJOJIln+Jrn2vDwcmnR8ujKaKIjIJKCp+0qLVqubcebjsHGTm0+UppACFqh5NpOwnxiifPJbuUaNWrUqDELJleW4M6ymeMcY4y1VhmOMaMxjMaY4RgGI0x/rbXKlhBIaFsSXHQcSd72xLgjydtNRBRteiixdA6K9R3GjijR/9t/+2+89a1v5Xd/93d5znOegxCCT33qU/zET/wEP//zP8/3fM/3nPexFxcX+fVf/3Ve97rXrbvPK17xCp7ylKcQBAF/8Rd/USvRa9SoUaNGjScpzIRnX45RelJlUbFdEQisvFFapUWmYFgpHqeV5L2BNb7dDGEA3Tai20Z0W9BpI+bceqcF3TZmMCI4eHXtiV6jRo1LGvX3yPbBW62sZjlnhhmrLoTzXH3Uz44yPn2yx6dPrPKVs4MJfmNfM3KEepcb5xszj+d9zYeOKE8CwSi3nbtedLQeuX98kBak+ZfODBirSduiA52kIM2futDcVHWvjWGUawbOIiaWknZkJyC6cUh7HcV8jRo1atRYC5NmmN4AfeI05vHjlhQfjS1ZPhjZ9YEd55yTtUrLK8XttSXHmxNKchrJeYtVjQ0isYS91pjBkODGA1euEv21r30tg8GAf/Wv/hVhaB8iz3PCMOSee+7hnnvuKfY9c+bMlo6plOK+++6j3+/z/Oc/f9393v3ud/Pwww/zp3/6p7zlLW/Z0rHH4zHjcdlusLKysqX71ahRo0aNGjUuDRhjbOtgmlmVRZrDeOzIc43RLgHehcAZbSxB7toQLVHex6w4Jflqf2vKcCGg20J0HEFekOVtu73b3lIRabaqWK9Ro0aNGlcEpBB04oBOHHB1K2aY6/PyUd/ViHjRwV286OAueqniM6es5cvnT/c5Mcy4/9Ez3P/oGRaSkGfv6/DsvV2euqtVkNGhFMzFIXOxJdQzrek0o5mE+yBTfPnsoPA2Pzmc7D7vRMGERcuuxuYKQx8KOsz//+zdeZxcVZk//s+5t/a113Q6pAkJgSQkLIGgBFkcZYuIOMOIjsou/hij4DKOg84gfMcxrvMVRSMqgrxU8MsmqMgyg+yLCAQCISGQPenu9F7Vtd97zu+Pc2vrru50ku7c7s7n/XoVVXXr3qpbJ03VOU895zkKAgoBj4EZQS/qAl6EvSZCHoOzhomI9oLK5aESg5DtXZBrNkCu3wRk83s+0O8tZ49XlFgpZY1HQjqAPsbyx0rpIHg5IK4AJZ1r5zGpUFzJRP9XAFAQhgEIAzAAEQroeuuTwIQE0X/wgx+M23OtXbsWy5cvRzabRSQSwX333Yejjjqq5r4bN27Ev/3bv+Gpp54qBe/HYtWqVbjhhhvG65SJiIjoAFFSAqkMZH8CSKb1dEUpq6chpjM6UJ5M6X2SKZ2JPhahgBMQr51JjlBAd/LGcq7FOutKAnax41hxISKig5IQAiGviZDXRHPIN6yOem/OGlMd9YjPxCmz6nDKrDpkLYm1PYN4efcgXu0aRH/OwmPb+/HY9n6EvQaOa47i+OYIFjeG4XOez2MIeIxyoEIqhS2JbClo/s5ApirT3RTAEXUhLG4MY0ljGG1R/x6z50daFLQlphc7jXjN0vkQEdHYqUwWciAJtb1DB883bi0nBYUCEHXRqpIqxRIrpazyEUqrKFkR+LYsqEI5S7wUIFc6GF4ZCIcQTjC8uIq3UxbT6yxC6jEBjwfCNPR+hiiXzizeFgIwzTEH7ifahJRzGU/5fB7btm1Df38/7rnnHvziF7/AE088MSyQbts2TjrpJFxxxRW46qqrAADXX3/9mMq51MpEb2tr4zRFIiKiSUrZNpBMQ/YNQPYOQG3YArWjQ5dZGevq7X4vRGRIgLwykzwSgvCMnvVQyrCQTmBcSR0or8isUBC6Y2mIig6iswCp1wS8HgivByIWgfDXXhBuPLAMAxHtL36OHHiWVFV11FMFvbDnnuqoVypIiTd70ni5S2epDxbKM638psDRTTpD/djmMDKWLAXN1/WmkCpU/8jbEvJhSWMIixsjWFAfRHAP35NAeVHQtGVDAcMWBR0t056IiEamlNIJRQNJqM27YL/6JtSmnaWSk6K5HsaJSyDmH6pLV1Zlh1dmiTu3lQIUoIQTCFcATGdGUGmF7+IaUXqdKJgeCI8OjAshdD104QTBi7fNYmb55FyTcKz9mwkLotu2jfvuuw9vvvkmhBBYtGgRzj///L3KEK/ljDPOwOGHH46bb765ant/fz/q6+thVqT4SymhlIJpmnjkkUfwvve9b0yvwc4hERHR5FSs7ad6B3R9vzc3Qb61dXgdP9MYXlrFySCHU3plpIC1qpxeKGX1bVuinGWBcoZFZeaExwS8Xh0c95j6cdModyQNw5WMCvZviGh/8XPEXVLpgPpgwR5SR10vujmWOuq2VHi7P4OXdifxclcSvdny96chhq8ZF/QYOKpBB82XNIbQFBzbj721FgWt83u5KCgR0Tgozsa1ewegNm6FfO0tXffcIdpmwjxxCXBIC0Q2B1Ww9NjDKZGCYrkUUwAej5MZbkCYzthlpMxw5/ZYZ+JOFa7WRH/99ddx/vnno6OjAwsWLAAAvPXWW2hubsYDDzyAo48+ep+fWylVlTVeFIvFsHbt2qptP/nJT/DYY4/h7rvvxty5c/f5NYmI6MBSUgH5vB7J+TwQ+/kDLE19KpvT9cr7E5DbOiDf3AS1pSLLorEOxtKFEDMadUZ5MFCV5aAqsyyci0plyvdVRWAcgDDN6s6iT2eMw6MD40bxcdMcFiCfjNkVREQ09RlCIOrTZU/2tY66aQgsaAhhQUMI/7RgBrYksnh59yBe2p1ERzoPAWBePIjFjSEsaQxjbiw4pizxykVBrYpFQQ+J+BHjoqBEROOiOBvX7u2HfOMdqNc3QnX16QeFgDH/UBjLFkM01QPpjF7rKRKE2dqsa54b1Znhgp/Le2VCohKf+tSnsHjxYvztb39DfX09AKCvrw+XXnopPv3pT+O5554b0/N89atfxYoVK9DW1oZkMok777wTjz/+OB566CEAwLXXXoudO3fi9ttvh2EYWLJkSdXxM2bMQCAQGLadiIgmF6UUkC8AuTxkJgck00A+D6WULqfh9wGhIAy/F/D5dGB9kiwuQhNHKQWks5ADg1D9Cah3tkOueweqs6e0j5jTCvOExRCHtups9IKls8UTg8XSfFDCCbQbFcFuYQB+QwfGvV4dGC8+Zprl/RgYJyKiSWg86qgLITA3HsTceBAXHNGM7kwBQY+BsHdsfSxLKqQtG5mCAoRC0GOg2VkUNMJFQYmIxo0qWEAyBburF/L1jZCvvw0MDOoHTQPGUfNhLjsKCAWBTBZIZ4BoGGZdVJeonGaZ426ZkCD6q6++WhVAB4D6+nr813/9F0488cQxP09nZycuuugitLe3Ix6P45hjjsFDDz2EM888EwDQ3t6Obdu2jfv5ExHRxFMFSy/+mM3pX8izeSjL0oMtr0dnEhtCB0UzOd1pgJMh7PEAAR9EOAjh9QA+L+DzsnMwTSipgFQasj8B1ZuAXL8Z8s1NQMLpKBoGjIVzYZxwFERjnf476k9A+Lz6BxePp1xnfEgJlVL2uMHMCyIimj78pgG/aaAh4EVbNIDBgo2kU0c9WZAo5Cz4DIHgKHXUm4K1F5UrUkohZytkLBs5qeARAiGvgTlxXynb3D9JFn8jIpoOVC4PlRiE7OiBfG0D5LpNOkgOAH4fjGMXwDxuoR7fZLJArgDUx2DUxfRiovwhc1xNSE304447Dv/93/89rAb5Y489hmuuuWZY2ZXJhrX+iIjGn7JsIJfXHYFkSgc+8xYElA56+r26VMYevuiVbVdkHNtQCrrci9cDBP0QoYAOpvqcmtTsOEwZVYuFdvVBrXsHcsMWIJfXOxQ7iscuAIIBIJPVP7z4/RD10QlfmHOqY/+GiPYXP0emnqF11BMFG/m9qKNuS4WMLZGxbNjKWRTUa6Ih6EXYayLMRUGJiMadyuT0YqG7dsNeswHqrS165jYAREIwjz8KYsl8CCmhsnkIvxeIR2HEoxBBv6vnPhW5WhP9m9/8Jq6++mpcf/31OOmkkwAAzz//PP7P//k/+Pa3v41EIlHal50vIqLpSUmpg5/ZPGQqo2uy5QsQSulfyn1eiHjtX8eVZUF19+tFIcPBqseEaerjA07nQCmgGFgfSEL1DUBCQHidxR1DARgBfzlb3cv66pNNcXqi7E1A7miHfHMz1Dvbda1yAIhHYR6/CMbiw3UNv1QWKpmCCAdgzmzSi4aybj4REdEw+1JHPV+xKKhwgu2tYX9pUdCghyX1iIjGW7mUZRJqSzvsV9dXj4ka4jCXLYY4cg5E3oJKZ4GAH0ZrE5OJDpAJyUQ3KqbTF4MjxZepvC+EgG3b4/3y+40ZFkREe6+0GGg2D5nJAoMZoFCAsmy9EvgoJVdUwYJq74Lc0QG1oxOqo1vXtQaAWBhGSxPETOfS0gDh3fN0Y1hWKWNdSaVXES+WfgmFdH11v3NOrK/uCpXNQSVTkL0DkJt2QK3bBLWzYlX5Wc263vm82eWyPqYBREIw6mNAOMgSPnuB/Rsi2l/8HJlecrbEYN5Gwin7krYkbKngM/WioA0BL6I+HTjnoqBERBOjspSlfHs75KsboLa1lx4Xs5phLlsCzGmFyOT0+DoUhNEY1/XOmSS231zNRP/LX/4y4mMvv/wyjj/++Il4WSIiOsBUvgBkc5CZPJBKAdkClG1BQOgAdTAAo0a2kioUoHZ1Qe7ohNrRAdXRU/6FvSjgA7J5IJGCTKSAjVv1diEgGusgZjaWA+uNdVXBVF1X3asvAASczPiCpZ8zlYGtoGtiez2A36fLwPh9rK8+wZRSQCYHmUhC9fRDrd8Ce907QJ8zS624qvwJR0HMbAIyOaiBpC7R01wHIxphfT8iIqJx4DcN+IMGGoPlOuoFW+oFS7koKBHRhFK2BAZTsHsHINdvgVr7lk4mc4h5s2EuWwLR0qBndaeyQDgAs8EJnjMR7ICbkCD66aefXnV/YGAAv/nNb/CLX/wCr7766qTMPicioj1Tlg5ClxcDdeqaC+iAddAHwxMafly+ALVrtxM074Tq7AbkkIlQkRCM2TMhZrfAaGsB4lEgX4Dq7IHq6IZ0rjGYhurug+ruA15/Wx/rMSFmNEK0NkG0NMGY2QTEwlWDP2EYetFJZ5qbQLG+ug2ks3rBFgDCLNZX90GEhixcysHkPitlWAwMQu3ugXzjHcj1m8sL43g9MJYcAXPpQiAS1vXOB5IQfj+M1mZOUSQiIppAHkOgzs9sRiKiiaYsC0imYXf3Qb6+EfL1t8sJRYYBY+FcmMsWA9EwkM7q2bixCMy6GBAO6UQwcsWEfks+9thj+OUvf4l7770Xc+bMwQUXXIBbbrllIl+SiIjGkbIlkM0BuTxkKWju1DX36OCyCAWHBZdVLu9kmjvlWTp7dO3yStEwjNktOmg+eyYQjwwPUvt9EIe2Aoe2ovg7uxpM66B6RzdUR7d+bidIr3btBgDYABAMQMxshDGzohRMoHqRlVJ9dVQE1i0bKBSAgUGo3gSkEBCeivrqQdZX3xvKtoHBNGRfAnJnF9QbGyHf3gZYzg/qkRDMpQthLDlSl2pJZ6EGUxDhIMw61jsnIiIiIqKpT+ULOnGrswdy7VuQ6zYBg2n9oNcD45gjYRy3UM/AzeT0QqKNdTDinIk7WYz7qHTHjh247bbb8Mtf/hKpVAoXXnghCoUC7rnnHhx11FHj/XJERDSOlFR6MdBcHjKdAQYzUIUChK0Aj65rLqLhYaVOVC4PtXN3OWi+u3d40DwWqQqai3hkn85RREIQ8w+FMf9Q/dpKAb0DkB09UJ1OYL2rT2cyb94Je/PO8sF1UR1UL9ZYn1E/LEArPCbgMYHieqal+uo20DsAW8oh9dWDMCrLwHCxLQDlxULtngGoLTsg170DtbWitt+MBhjHHwXjyMN0+2ay+geNeNjJsmC9cyIiIiIimtpUNgc5kIJq3w17zQaoDZv1mBsAQgGYSxdBHH0EhFJQuTygPEBLE4x4eFgSGLlrXIPoH/jAB/D000/jgx/8IH70ox/hnHPOgWma+OlPfzqeL0NERONEKaV/4c7lIdNZ/Ut4vgBl2xDCAPxeiHBILwxaeVw2D7Wzs1yepatG0DxeDJrP1NexsQfNlWUBeUs/p8cEvJ4RA6pCCKCxDmZjHbD4cOd4G6qrVwfUnax19CeB/iRkfxJYv1kfbAiIpvpSproxswloiFeXgRmpvrplA7mCU19d6fOrrK/u8+psfa8H8HgOmml3KpfXGRY9/ZAbtkCte0f/qOEQcw+BecJi4JAZENk81MAgRMALNNfDiEWBoJ9ZFkRERERENGWV1oHqT0Jtb4d8dUP1bNx4FOayxRALD4PIWzp4HgzAmDVDl7H0ed19A1TTuAbRH3nkEVx99dX453/+ZxxxxBHj+dRERDROlBM0V9kcVDIF5ApQBctZZLP2YqAqm9NB8+2dUDudTPOh6qLVQfNoeGzno5TuTBQKQMGCUkrXJfd5AVPooH42p7cLZyHQYmB6hGCr8JgQrc1Aa3P1eyjWV3eC60hnoXb36vfz2lu6DIzPC9HSCNHilIJpbYaIVNd5F4YB+HRmPlCsr+4sXJrOQiVSkFB6EVSPqYPpfh9EwAfh9ZZ+GIDHM+wHiqmoarHQ3b263vmbFdMTTQPGosNhHr8IqIs59c4HgYAfxiHNenYD650TEY3Z6tWrsXr1amzZsgUAsHjxYlx33XVYsWJFzf3vvfderF69GmvWrEEul8PixYtx/fXX4+yzzz6AZ01ERPtKKWfGcNZJfioUAMNwLgIwDD2ecxKPhBBA8WJU3NYPVm8rXVB1n4kte09JBaQzOni+aQfsVzdAbdlZSjgTMxphnrgYOOwQiGwOKp0FwkGYM5uAaJizmie5cQ2iP/XUU/jlL3+JZcuWYeHChbjooovw0Y9+dDxfgoiI9pKy7HLQvLKuOaCD5n4vRLi6rrnKZHV5lu0dOmhekUlcUh+DcUgLRJtTniUyfEHRmudTLI+St4BCAQrOYp5+r/5FPujXi3/6fBCG0GVB8gUgX4DM5vTiKvmCXp1cKV1HuxhYN82RA+sBP8ScWcCcWTCL55FMVQTVe8r11bd3QG3vgCweHA6WMtXFzCYdZB8S9BWmAZg+VNVXL2as27Z+rf4EpH5Ev2ePqQPxQT8M35Dg+hToQFV1Enft1gvjvLVV/3sB+n0duwDmsQv031o6U6533tqsV5WfAu+TiGiymT17Nr71rW9h/vz5AIBf/epXOP/88/HKK69g8eLFw/Z/8sknceaZZ+Kb3/wm6urqcOutt+K8887DCy+8gKVLlx7o0yciojFQlgVk83pslkwB2QKUbenxjmnqsVBxNrBSzk19X5VuFcdGFbOGiwFyIfTjzhWqthUD8BgWrIcwKoL2ovr5hgTiawbpKwP/0yRQr2wJpNKwewYgN26BWrsRaufu0uNiTivMZUuAmY0QmRxUJgtEwjAbnMVCp0Fi1cFAKDV0/v3+S6fTuPPOO/HLX/4Sf/3rX2HbNv77v/8bl19+OaLR6Hi/3LhLJBKIx+MYGBhALBZz+3SIiPaJkhKqd0Bf8gUIqcrBZp+3OmiezjrlWZya5t39w5+wIV4Omh/SsndB84LlXAo6o9wJ3iMc0gt1+n2A1zumkiel58sX9OIsGSewXrCgLEv3+0yz9F6FOfYgbanNiouWdnTrtqj1VdkQd4LqjbrGenP9mF9LKaUD61bFRQFKKP0cxbrsAT+E36frrzvBdXhG/qHgQFG2BAZTkH1JyC07IV/fqDMspNNO9TGYxx8FsWiurqefdeqdR0MwWO/cNezfEE1vDQ0N+O53v4srrrhiTPsvXrwYH/3oR3HdddeN+TX4OUJENHFK61Nlc5CpjE5AyRcglNIJKT6vHhfsz2tUBN31pfL2KI/V2l4MzCsAQkBVBuqLN53xXVXQvhiYF4aeeezRyVDwmHpGsWHofc2hwfvyNrfHQ0XKsp11oPog122Cen1jeSwtBIwj58BYthgiHtVjVo8HiIVh1EWBUPCgKfk52Y21fzPuC4sCQCgUwuWXX47LL78cGzZswC233IJvfetb+Ld/+zeceeaZeOCBBybiZYmIyKFyecjdPVB9SV1CZMhioCqdgdxRUdO8p3/Yc4iGOERleZZwcNg+NV+7IsgNy4JSgPDpciZoiMMM+JxMc+8+dX6EEOVFPIuvKWUpW10VLKhUBsjmgXQW0rb1fsX65KPVVzcMiKZ6oKkeWKLLkqmCBbW7R2eqF+urJwb1Yqa9A8C6d/TBpgHR3FDOVI9F9A8N4eCwzq4QTmdxyKKmUAqwpQ6w5y0gk4OyJaRwSsh4TMD0AAGvzqyveE8odjgnkLIsIJmG3dsPud6pd97eVX5fs1t0vfPDZunpickMEPACzQ0wYhHWOycimgC2beOuu+5CKpXC8uXLx3SMlBLJZBINDQ2j7pfL5ZDL5Ur3E4nEfp0rERFVU6X1qXJAMgXk83p9KsPQM3OHjOP2V6kvPgF98lrPqGoF3qWzTUogr/Q6U1ICUjkZ9FXheCeobuxd8L0yCD8BwXeVL0ANpiF390C+thFy3dtAIqUf9JgwFs+HcfwiPXs5m9czsWfUw4hHdaIUx0RT0oQE0SstWLAA3/nOd7Bq1Sr84Q9/wC9/+cuJfkkiooNWsUSJ7OwBsjmIWBjCNKFSGdhOlrnc0Qn0Dgw7VjTWQcx2SrPMngER2segOaCDxgEfRKQORsBfDnpPUGdBGAYQ8OsOCQA01kEVA9H5PGSuAKTSFfXVnX5jZWB9pDIwXg/EIS3AIS3l95zOQnVWlIHp6NZlcoq11ofyeXUwPRLSP0aEg861vl/cBp/XqaFuAhULsZdqrhez1xN5qL5kdd31Ykkcvx+GrxxY39ts/FpKi4V29UG+8Tbkuk3AQNI5OQFjwWEwjj8KoqlO14QfGARCARiH1LHeORHRBFm7di2WL1+ObDaLSCSC++67D0cdddSYjv3+97+PVCqFCy+8cNT9Vq1ahRtuuGE8TpeIiOAk/2SdbPNkqqLUpgB8nprrU5WOzeX1eK6zR2cwO7NU4azBJCpuD9tWHBsc4Czucgb6Xh7nXJeC8NIJuk9E8L1YYmYMwXeVzen1rzq7Idesh1y/Gcg4PzYHfDCOXQjjmCMhhNA/kAAQrU06wYpjoilvQsq5THWcpkhEU5GybcjufqC7DzAMKADyxbWQW9uBvuGZY6Kp3gmat0Ac0gIRCoztdaSsKM9iQQlRyjQX4SBEoFieZeTAtFuUZenOVr4AmcsD6YwOrFu2Lnczxvrqw55XKWBgsLRgqdrdq+vPpzI662CsvJ5SgL0yyF7a5mS2w+8rd+RkRXDd1jXYdfdROKVhnPcU9MPw+cplYbzmqO9RKaU79wODUO27Yb+2EWrDFiDrdBJ9XhhHHwlz6UIg4NOLhSoBEQ7AqI+z3vkkxP4N0fSSz+exbds29Pf345577sEvfvELPPHEE3sMpN9xxx341Kc+hfvvvx9nnHHGqPvWykRva2vj5wgR0RgppXSyUS4Pmc4AyYyTbS51X3mUZCMlpU7Y2boLctsuqPbu2mUm94YQFYH3ykB7OSAvKoLwpW3e6oB9MQBdM2Bfuc2lWt8jBt8rs+ArStUoZ90qYJTgu2FCdfdCvrpBrwNVcMZ50bBTynIehGXpmQTBgJ7ZHQ3vdwkemnhjHScxiF4DB5lENNWoTA6yswcqMQgRDkK1d8F66Gldd80hmuvLpVkOmQER3Mugeb6gA7SGcDLN/TqzuliaxeedqLc3Yaqy6KsWLq1RX30fFvssdZpTGahUBiqlA+tqMAOk0s62jA62FxfjHAvTrMhmD0JEghDhUFWGO0IB/e9iSx3It+3SgkM6c90Jrvv9uuSPx9S1Fj2mbov+JNTWdthrN0C9s10H6AEgFoa5dBHE4vkQCk69c6e2XzzCeueTGPs3RNPbGWecgcMPPxw333zziPv87ne/w2WXXYa77roL55577l6/Bj9HiIj2TNm2XhA0m3MWBM1BFazqspQ1ZorqxJwk5NZdkFvboXZ06ASgSvEojNkzdHC3YOskodJaS5YerxWs6rWX9iapZ7wVg/bFIHwxiadqsVFjhAVJx7ZNjPnYPTwvKm4XI6UVv22o7n6od7aV1oESTXUwli2BmDcbIpuHgoIIB3VCUTS037OB6cBxtSY6EREdGKUM6N09uoMVCcF+4TXIF18HoEu0mCcfp2ubB/x7eDbnOaXUZVAKBcC2nUzzcjkSw69rmk+HX9QrO7IAYMJZ0KdQKC9cms7qKXqZvauvXnr+Yns1xEc9F1UolALspWB7KgMMvZ/L645yYhAqMaiPHelJDQMIB6oC7CIcggr6dX3ygA/w+aC8Xie7Qi/cI7d36kVxdnSW38vMJl2y5fDZEMV28Tv1zuMR1vYjInKZUqoqa3yoO+64A5dffjnuuOOOfQqgExFRbUoVFwR1ss0HM1D5vJ7p6vXooHkoWDvbPJuD2tYOubUdclu7Xnupkt8HcWgrjENbYcxp1QtU7sv5FRNrnMC6sqzqIHutbYWh2yrv13quin3LL16exVzctNfvYA/vb5yfb0/E7BaYyxYDs2ZAZLL63z4WhlkfY0LRNDf1IyBERAcpZVmQ3X1Q3f16yp0QsO95tLTQo3H0kTBPX7bHYLeyZSloDFvqTHOfV5fjKAXNvfo1DgLCqAh8A0Cj00b5AlAo6FqEqayehjmYhpJS1zD0evZYX33U1/V6gTovRN3omX3KssoB9VRGn0Pxdqqc4Y5MTk9TTKahkml97IgvLoBQQM9isOyqmvni8DaYJxwFtDRCZHK6TE0wAGNWna7tNwVnIBARTXVf/epXsWLFCrS1tSGZTOLOO+/E448/joceeggAcO2112Lnzp24/fbbAegA+sUXX4wbb7wRJ510Ejo6OgAAwWAQ8fjoP/ISEdFwyrJ0tnkm62SbF/RMVsPQY6cRFgRVtg21qwtyWzvU1l1QnT3VOxgGxKxmGIe2QsyZBTGjYb+DsqKyhEtx23494+iGB+0tPcYoXkqLjQ5ZdHTINqXkkMcADNtW8VjloqXFohvOfVVc1FTBKeXi7F8s+YKK8yjdL+7v3Pd6II46HEZDXI+18hbQWKcXCw0FmFB0EDg4IiJERNOMSmUgd/dAJdIQ0SDUll2wHn1WZ6P7vfCcsRzGkYfVPta2SyVMlC0B09AB3HgERihYDiCznnWJMA2gmL0NAM3QHcGqMjBOffVMFpComCaI2tMFK6ctGgKV0wdHzW73eIB4dI9ZKMq2q4PtqSEZ7U4AHums7iAWtwOlFeXNpYuASFAvFprKAuEATNY7JyJyXWdnJy666CK0t7cjHo/jmGOOwUMPPYQzzzwTANDe3o5t27aV9r/55pthWRZWrlyJlStXlrZfcskluO222w706RMRTTlKFrPNc5Ap3YdWuQIElC6JGPDB8IaGH6cUVM8A1LZdOnC+o7MqKxuArp09Z5YOnM9umfJJKgc6aD8eqmqoVwbXKwP3UkLlLR2Eb2mEEYtABMc225umB9ZEr4G1/ohoslJSAf0JXb7FtqECfsinXoZ87S0AuuSG5wOnVgVYlV0M9lo6a9o0dEcvFIARDupSJgEfa7btp2H11S3bWbxG6kyM0u3KjAlZznBwOmiqMpvC6W0K5RTmK9Xqw17W/Ss/PjRDQknpBMkzwGBa12s8tFVn5GdyunRNLAyjLgqEgno7TUns3xDR/uLnCBEdTFRpQdAskEzrmaiWrcdTPh/gq13aUaUyOmC+rR1y6y69/lGlUEAHzA9thTFnFkRkePB91POynXFGcVww7Bq6/w9My+xoNWoGe2UAfIRsdQWooc1Sqq/uJDcZxW1GOenJNPSaYNGwXheMpg3WRCcimmZUvgDZ1QvVM6BrWWfzsO9/CKq7HwBgnLgE5vLjSiugKymBZEp/6Xu9QEMMZjBQzjR3aaX06apWffWRqKGdOlkRTK9cKX5IB1A595W0KwLzqhyoL+1f8RwSAIrHymElXUr9bL8X8NdBCAGVy+m/k5ZGGLHwmBehJSIiIiKaqpQtgdyQBUFzBR2P9nl1ScMaszGVZUHt3A25dRfUtnaorr7qHUwT4pAZuqb5nFkQTfV7FdyuSopSUic/GaKciKP3cq6KpUuKt1FeKLMy0O4ElIUSgFDVj1dl81QcA5QTdFBxf+h+pceHB/VLTz9aSZfi+Kf0noQT9K44TyGcHzAqA97FALgBeARgmvq2aegyOU67lRY2NYrXRvV9MXz7dPwxgvYeg+hERFOAGkxDdvboLIZICHLDZth/+auuKRcKwHPOKTDmzCrvny9ApTIQsQiM5nq96COD5pOGKJZv2dvj9vC4Gin7ouq2rO6synL2u3IC84bfp7MspvhUUiIiIiKikSildHA6m9PZ5sUFQW2pS5H4vBB1w2tdK6WgunqhnMVA1c5OndBSQTTXl0u0HDJjr9aXqhk0LyZFFctvFsd2FQHzykzrqu2lx4fuW35c1XhcFWfOSgBwrmvVJC+WQJHF44vPq4a/blEpAO4Eqp1AN4o/EJimHjMZxvCgd63Ad+kxgzNnacIwiE5ENIkpKaF6+qG6+nWpj6Af8tFnITdsAQCIQ1vhOecUiHBQ7+/UtoaUEC2NMJrqWKblICIqM0P24p+d3UwiIiIiOlgopYCBQci+Ab04aMHS/Wi/FyIcrDl+UslUaTFQua0DyGSrd4iEdKb5obNgHDoTIhQc+/kUg+YFC8quKL9ZnEkc8AG+iZ1JPF7jATU0mD/0WqmKQHhlCRWiyW9SB9FXr16N1atXY8uWLQCAxYsX47rrrsOKFStq7n/vvfdi9erVWLNmDXK5HBYvXozrr78eZ5999gE8ayKi8aFyeb14aF8SIhiA6k/AuvsRYGAQEALme5bCWLa41OlQlq3Lt4QCMGY0ANEwOyREREREREQOZduQXX1Q3f06KF0MnA/NNs8XoHZ0Qm7VC4Kid6D6ibweiNkzYcxphXFoK9AQH/PYS9kSKOh1lKqC5vUHLmg+UURxLSam6dA0NKmD6LNnz8a3vvUtzJ8/HwDwq1/9Cueffz5eeeUVLF68eNj+Tz75JM4880x885vfRF1dHW699Vacd955eOGFF7B06dIDffpERPtEKQUkU7p8SzYHREOQazbAfuZlPUUuFoZnxWkwZjWXj8nmoDI5iIY4jOZ6LnRCRERERERUQeXykJ09UP1JHTivKF2opITq7CktBqrau8rlSQCdMd3SCDGnFcahsyBam8Y843fEoHldDGZoagfNiQ4mQqnKokSTX0NDA7773e/iiiuuGNP+ixcvxkc/+lFcd911Y34NrjpPRG5Rtg3Z3Q909wGGASUA+5FnobbsAgCII+bAc8ZyvbAonIB7IqVXCm+uh2iI11whnoiI/Rsi2l/8HCGiqUoVk5QyWSAagTANqP4kZDFovr0DyOWrD4pHYBw6S5dpaZsJEfCP7bWGBM1hGhBer54xHHZqmvsZNCeaLMbav5nUmeiVbNvGXXfdhVQqheXLl4/pGCklkskkGhoaRt0vl8shl8uV7icSif06VyKifaEyOZ0ZkRiECAehOrph/flpIJ0BTBPme0+EcfQR5fItBQsqmYKIhmC0NJXqohMRERERERGgpILq7Yfa3QdAAfEo1DvbUXjqJaA/Wb2z3wfRNhPGoa0w5syCqIuO7TVGCprHozBLQXMv16oimuImfRB97dq1WL58ObLZLCKRCO677z4cddRRYzr2+9//PlKpFC688MJR91u1ahVuuOGG8ThdIqK9VlrYZncPkCsA0RDsF9ZC/nUtAEA0xGGeexqMpvryMakMlGVBNDfo8i3eSf9xTkREREREdMAoy4Lc3avrnwf9gM8L+6mXIF9ap3cwBERrsy7PMqdVl2sZw6xeJaVeCHRY0DwCMxxi0Jxompr05Vzy+Ty2bduG/v5+3HPPPfjFL36BJ554Yo+B9DvuuAOf+tSncP/99+OMM84Ydd9amehtbW2cpkhEE05ZFmS3s7CNxwPYNqwHn9I1+AAYS46A+d4TS0FyZUu9eKjfC2NGIxCPcPFQIhoTlmEgov3FzxEimipUJgfZ0QWVSEPEQkA2r8dZOzsBAMbxR8FcfmxVXfQRn6siaA5bQRnQx4UCMEJOpnnAx6A50RQ1bcq5+Hy+0sKiy5Ytw4svvogbb7wRN99884jH/O53v8MVV1yBu+66a48BdADw+/3w+8dW24qIaLyoVAZyd4/u2EWDUFt2wXr0OV2Lz+eFecZymAsOK++fy0OlsxCxCIyZjWOuyUdERERERHSwUANJXf88l4eoi0Dt2g3rT08C6Szg88Jz1skwjpgz8vFSAnlLl2ixbChD6KB5PMKgOdFBbNIH0YdSSlVljQ91xx134PLLL8cdd9yBc8899wCeGRHR2CipgP6ELt9i20AkAPvJlyBfewsAIGY2wfOBUyHiugafUgoYTOvHWppgNMXZYSMiIiIiIqqgpITq7ofq6gUMA4hHIV96A/bTrwBKQTTWwXPeeyHqY8OOqxk0j4arFwL1cAxGdDCb1EH0r371q1ixYgXa2tqQTCZx55134vHHH8dDDz0EALj22muxc+dO3H777QB0AP3iiy/GjTfeiJNOOgkdHR0AgGAwiHg87tr7ICIqUvkCZFcvVM8ARMAHZPOw738YqrsPAGAsWwzz5KWlldqVZevyLaEAjJZGiGjYzdMnIiIiIiKadFS+oOuf9w5AhAIAAOuPT0C9vQ0AYCycB/OMd+va5QBUwQKyOcC2oUQ5aC7CQRgMmhNRDZM6iN7Z2YmLLroI7e3tiMfjOOaYY/DQQw/hzDPPBAC0t7dj27Ztpf1vvvlmWJaFlStXYuXKlaXtl1xyCW677bYDffpERFXUYFpPK0xlgEgI8q0tsB/7K2BZQDAAzznvgXHYIeX9M1mobA6ioQ7GjIYx1esjIiIiIiI6mKhUBrKzGxjMQETDUH0JWH98HOhPAqYB8/QTYRxzZGktKZXOQBUsiFgEIhJi0JyIxmTSLyzqBi6YQ0TjSUkJ1dMP1dUPKAnl80I+9gLkhi0AANE2E55zToGIhEr7YzAFmCbEjEaIuuiYVoknIhoN+zdEtL/4OUJEk4lSCuhP6gC6JYFYGPLNTbD/93nAsoFoGJ4Png5jZpPeX0o9y9frgdHSBMQjpcA6ER28ps3CokREU5nK5fXioX1JiGAAqj8B6+5HgYEkIATMk4+DceKSclZEoQCVzEDEQjBmNEKEgy6/AyIiIiIioslF2TZkVx9Ud58u0RL2w/7f5yHXbgQAiDmz4FlxCkRQl3ZRlgWVTEFEwzBamkolX4iIxopBdCKiCaCUApIpXb4lmwOiIchX34L99MuA1FkSnhWnwpg1o3xMKgNl2RAt9TCa6iE8/IgmIiIiIiKqpHJ5yI5uqIFBiEgQSOdg3fe/ULt7AADmScfCePfRpdm8ukxmHqKpHkZzA4SX4ywi2nv85CAiGmfKtiG7+4HuPsAwoLxe2H94AmrLTgCAmH8oPGcuhwj4nf0lkBwE/D6Ys1s4rZCIiIiIiKgGVUxUymQh4hGorbtg/flpIJcHAj6dqOSsM1VMbIJhwJjdAlEXgzA4ziKifcMgOhHROFKZHGRnD1RiECIchOrohvXQ03ox0VqL2uTyUOkMRF1MLx7qBNaJiIiIiIhIU1JB9fZD7e4DoKCiYcjnX4N84TUAgGhphOeDp0PEInp/y9YB9FAQxszG0vpTRET7ikF0IqJxoJQCBgYhd/cAuQIQDcH+61rIF9bqHRri8Jx7Goym+vL+g2kAgNHaDNFQB2Fy8VAiIiIiIqJKyrIgd/dCdfdDBP2AUrB//xjUtnYAgHHsApinLYPwmHr/XB4qnYVoiOtEJZ/XzdMnommCERsiov2kLAuysxv2jg5AKsAQsO95tBRAN5bMh/fjHygH0C0b6E8CPh+Mtpm6Lh8D6ERERDRGq1evxjHHHINYLIZYLIbly5fjz3/+86jHPPHEEzjhhBMQCAQwb948/PSnPz1AZ0tEtO9UJgu5vUMvIBoNQ/UlUPjNH3UA3WPCPOcUeN73bgiPCaUU1GAayBdgtDbBmNXMADoRjRtmohMR7QeVykDu7oFKpCGiQait7bAeeVbX5PN5YZ5xEswFc8v7Fxe1aYzr4Dk7dURERLSXZs+ejW9961uYP38+AOBXv/oVzj//fLzyyitYvHjxsP03b96MD3zgA7jyyivx61//Gs888ww+85nPoLm5GRdccMGBPn0ioj2qmumbLwCxCOTajbCf+BsgJVAfg+eDp5cTlYrrTAX8MGY2QUTDLr8DIppuhFJKuX0Sk00ikUA8HsfAwABisZjbp0NEk5CSCuhP6E6dbUMFApBPvwz56gYATk2+D5wGURd19pe6Jp/HhDGjEeCiNkR0gLF/QzS9NTQ04Lvf/S6uuOKKYY995StfwQMPPIA333yztO2qq67Cq6++iueee27Mr8HPESI6EJQtIbv7obp7IUwT8Hpg/89zkBu2AADE/EPhOetkCL9P758vQKUyEHVRGC2Npe1ERGMx1v4NM9GJiPaSyhcgu3qhegYgAj4gV4D9u4eguvsAAMYJR8F8z1Ld4UOxU5eGiIZhtDRBhAJunj4RERFNI7Zt46677kIqlcLy5ctr7vPcc8/hrLPOqtp29tln45ZbbkGhUIDXW3tmXC6XQy6XK91PJBLjd+JERDWofAGysxuqPwkRCgKDaVh3PwLVOwAIAfPUE2AcvwhC6IQklcpAWRZESyOMprrSGIyIaLwxiE5EtBfUYBqyswdIZYBICPKtLbAf+ytgWUAwAM/Z74Ex9xC9r1JAKgNl2xAzGmE01ZcWuyEiIiLaH2vXrsXy5cuRzWYRiURw33334aijjqq5b0dHB1paWqq2tbS0wLIsdHd3o7W1teZxq1atwg033DDu505EVIsaTEN29ADpDEQsDPXOdl0qs2AB4SA8HzgNxmz9WaakBBKDgN8Hs20mEIuUAutERBOBQXQiojFQUkL19EN19QNKQoUCkP/zHOT6zQAA0TYTnnNOgYiE9P62rcu3+P0wZzWzU0dERETjasGCBVizZg36+/txzz334JJLLsETTzwxYiB9aD+kWNVztP7Jtddeiy9+8Yul+4lEAm1tbeNw9kREZUopoK9YKlNCRcOQT70M+YouQSVmt+hSmeGg3r9gQSVTEPGInukb9Lt5+kR0kGAQnYioBmVLnV1u2YBtQw4kofqSEMEA1EAS1j2PAv1JPaXw5ONgLFsMYRj62GweKpvVNfmaGyAC7NQRERHR+PL5fKWFRZctW4YXX3wRN954I26++eZh+86cORMdHR1V23bv3g2Px4PGxsYRX8Pv98PvZz+GiCaOsmzI7l6orn4IvxdQgH3PI1C7ugAAxrLFulRmcayVzkLlCxAzGvRYizN9iegAYRCdiA5ayrLLgXLLhrJtqFweyOWBgg6eK9sGlIKAAKIhyNfegv3Uy3pF+GgInhWnwThkhn4+pXT2uTD0ivANdRCm4fK7JCIiooOBUqqqfnml5cuX4w9/+EPVtkceeQTLli0bsR46EdFEU9kcZEcPVCIJEQlDtXfB+vNTQDoL+Ly6VOb8Q/W+xbGWacCc3QLURTnTl4gOKAbRiWjaUkqVAuTFYLmyLCdQXgBsG7AklG0BAAQAGAZgmvoS8EEYBoRhQKWzsP/4BNTmnXrf+YfCc+byUpa5siwgmQYiQRgzGktlXYiIiIjG21e/+lWsWLECbW1tSCaTuPPOO/H444/joYceAqDLsOzcuRO33347AOCqq67CTTfdhC9+8Yu48sor8dxzz+GWW27BHXfc4ebbIKKDmEqmINu7dQJTLAL50jrYz67RCUxN9fCcdzpEXUzvazmlMiNBXb7FKetCRHQgMYjuMqUUfz0l2g9KymGBclmwdGcs7wTKbakzyuEEyk0TMJ1gedALYQZH/P9QWTbktp16QZtURmc+nL4MxjELyivCp7NQ+TxEU51ePNTHjC4iIiKaOJ2dnbjooovQ3t6OeDyOY445Bg899BDOPPNMAEB7ezu2bdtW2n/u3Ll48MEH8YUvfAE//vGPMWvWLPzwhz/EBRdc4NZbIKKDlJISqncAancvIASU36uTlTbtAAAYRx0O833vhvDqcJXK5qAyWYjGOp2s5GUYi4jcIVRxRRkqSSQSiMfjGBgYQCwWm7DXUVJCbu8AvF4Y8QgQCjCgTlRDVX1yy4KybKh8wQmUW4C09T5S6iA5BOCpCJSbBoRZu1aeUgrIZKEGBqEGkoBzXbqfTJd3ro/Bc+5pMJob9LFS6owIrwfGjEYgHoUw+P8wEU1OB6p/Q0TTFz9HiGh/qIIFubsHqncAIhCASgzC+uPjwMCgTlb6u3fBWHIEhBB6nDaYBiAgZtTrUpkcaxHRBBhr/4Y/4blJKSCXh+pLQPYNAOEQjPooEA5xcQw6qCilgKpA+dD65JYuuyJtQAECChCGDpJ7TMDnhTDN0mIzw57fsqB6+kuBcTUwCJUYBJzbKFijn6DHA2PRPJinnwDh1A1V+QLUYBoiHoXR0gARDIx3sxAREREREU0LKp2F7OyGSqYgohHI9ZtgP/ZXPXM4FoHng6fDaNELHSvbBhIpIBTQa02xVCYRTQIMok8CIhLS2bLpDOxEEiIUhKiLQkTDEH6f26dHtN+UUoBUejHOfa1PHvToQHmN2RpKKSCVgRwpmzyV2fNJRkMQ8ShEPAIRjwLOtYhHgGB5lkjxtZSUEDObYDTW8UcvIiIiIiKiGpRSwMAgZGe3Tl6KhGD/5QXI198GAIi5h8BzzinltaZyeV2+pT6qy7cwJkJEkwSD6C6SG7boTNaGuA7CRcM6yJjNQe7qgvD1AbEIjFgECAU5dYlcVRUIl7J8W6mq+0pKp/yK7dQj1zXJIRWg5D7XJ1eFQkU2eTlIjoGkziq37NHfgM+rA+KlQHkxSB4FouExBcKV7SxoE/DDbJmhj2MJJiIiIiIiomGULSG7+6C6+vR4SwH2/3tY10MHYJ58HIx3HV0u35LKAFLqxUMb6yDM2jONiYjcwCC6S5Rto3DXw8DAIMShrTCXLYY4tFWXowgFIUJBnaHb0w+7LwERDsGoiwIRlnqhfacqAtkYGhR3SqoUS6uoYvDbsnQgvDJobisAStcELy6rIASEVDoyLoS+GIZz7dw3PYDfgFGjPnmx5p0aGISsDJAXs8nT2dHfnBA6qF0RIK/KJg/49yvgrRe0yTEjgoiIiIiIaA9ULq/rnzvxDLW9A9bDz+hynUE/PCtOhTFnlt5XSl2+xe+DccgMiFjE5bMnIhpuUgfRV69ejdWrV2PLli0AgMWLF+O6667DihUrRjzmiSeewBe/+EW88cYbmDVrFv71X/8VV1111QE6472QysCYNUOXn9jWDmtbO0RDHMbSRTAWzYPwenSQzu/TGbbpDOzEIETAD1HvlHpxpjvRwUVVZYOXg9+VGeHKeUwVs8GtIdngUgISgHKC5kpBR78VSmHmWkFwYQCmAHz6vjCMvQpMq3wBqjdRVWqlFCRPDOpzHI3fVw6KVwTIS9nk+5GpoIrtZ8ty9rxtA0pBQUB4TBizmvXMkRFqrxMRERERER3s1GAasqMHSGeASBj2C69Bvvg6AEC0NsFz7ukQ0bDet3KtqZmNjHMQ0aQ1qYPos2fPxre+9S3Mnz8fAPCrX/0K559/Pl555RUsXrx42P6bN2/GBz7wAVx55ZX49a9/jWeeeQaf+cxn0NzcjAsuuOBAn/6oRCwC7+V/D/uldZBvvA25fjNU7wDs/30e9jMvw1hyBMzjFupgebHUi1JAJgfZ3gXR089SL9OcUkrXjHMuqlCASmd1/XCo6kC4lIATBxdKAKJ4pyIAbjhB8WKdcSdALgyxTxnayik9pDL6gmxWX2dyUJls6bHS/UxOZx2MxhBAtLLUSmVGeWS/O1RKVgbIndtSOj8dKIhiaRnDBEL6Ryzh9cDwmIDPBxFkh46IiIiIiKgWJRVUfwKqs0ePs3we2Pc/BrW9AwBgHLcQ5mkn6HEXAJXKQFk2REsjjOb60nYioslIKFWsxTA1NDQ04Lvf/S6uuOKKYY995StfwQMPPIA333yztO2qq67Cq6++iueee27Mr5FIJBCPxzEwMIBYLDYu512Lsm3Id7brYCYA+cbbsF9ZrzNyAUAIGEccCmPpIojW5qpAp8oXgExWx03DQRj1cSAShPBM6t9FaATKlkCh4ATLLaisDj6jUNDZ5MrJEPd4AI9ZERw3SkHy/SpVohSQzQHZfCngXbrO5mreRza3by8W9FdkkzuB8lgxmzy0X1neuhSNPSSbXP/AoCAB09TZ6oYJeE0dJPd59f83HmcBU+eaP0wR0XRzoPo3RDR98XOEiEaiLBtydy9UTx+E3wfVl4D1xyd0nXOvB+aZy2EumKv3lVKvNeX1wGhp0klTXGuKiFwy1v7NlIm42raNu+66C6lUCsuXL6+5z3PPPYezzjqratvZZ5+NW265BYVCAV6vt+ZxuVwOuVw5IJhIJMbvxMdI+H0wjz8KxnELoTbvgP3KeqjtHZBvbYV8a6v+ZXbpIhhHzoEwTQifF/B5daAwk4O9vR3Cz1Ivk93Q7HLp/BiCXAGwbCjLchbbNHQw1+uFCAb2KrCslNIZ38UM8Uy2OhCerdye16+fzZdrm+8tv08HxoN+XXc8GND3A34gGKjY7tc1/fejlnixXjvkkJIrUkE5tdiFYQIeQ//gEPYCPh8M75AgucdkSRYiIiIiIqJxoLI5yI4eva5VJAj5+tuwn/qbLifaEIf3g6dDNNbpfS0LKpGGiIVgzGzS40cioilg0gfR165di+XLlyObzSISieC+++7DUUcdVXPfjo4OtLS0VG1raWmBZVno7u5Ga2trzeNWrVqFG264YdzPfcwKFpTPC1GsMX34oTAOPxSyqxfylfWQ6zdBdfbAfuhp2E+9BPPYBTCOPhIiFNDTnSIhHQDN5qDau6G6+4FYWJd6CQcZLHRJzezydA6wKrLLhSgHdoN+CDM44i/wKpWB6u6DGsxUlE5xritKpyCb2/eAuM/rBMRHCYRX3EfAP+4rpitbArK4qKldqv1erNYuTEP/yGCa+hx8XgifV5dcqQyScyogERERERHRhFKJQV3/PJcHQn7IR5+FfGsrAMA48jCYZy7XSYAAVCYLlctDNNfBmNHAmfRENKVM+k+sBQsWYM2aNejv78c999yDSy65BE888cSIgfShAchitZrRpgZde+21+OIXv1i6n0gk0NbWNg5nvweGAcRjwEACqj8JeD1AqJx1bDQ3wDjrZKhTjodc+xbsVzcAqQzsZ9fAfuE1GAvn6uz05gb9/oIBIBjQpV76ErD7khDhAIy6mM4A9k76f+4paVh2ea4AZIvZ5Zau8QY42eWePWaXK8uG6h3QAfPuPqgufY10du9OzOetCHz7IQKBcsZ4MOAEyP3loHnAd0ACz8VFT2FVBMttG1ACCqocJDf0DwvweSH8PhgVAfJSyRVO+SMiIiIiIppQyrZ1gpNl6zGuLXXcIZfX5VqEAGwb1p1/BvoSgCFgnrYMxnELIYTQY+ZkCjAMmIe0AHUxls8koiln0kdVfT5faWHRZcuW4cUXX8SNN96Im2++edi+M2fOREdHR9W23bt3w+PxoLGxccTX8Pv98PsPfPkTIQTMlgao+igwmIbsT0AlUvoLKBQoBb1FKADz3cfAWLZYl3d55U2ozh7IN96BfOMdiNktMJcugpg3W2eyDy31sqNDl9CIx2DEwlwccT8o2y4v9JkvOOVQKrPL9T9fObs8oDOkaz2XUkAxu7yrImDeN6CnvdVS59QQd34wKQbCi4HxUvZ4wK8XpD0AdFBcAcq5Lt2vuO2seqqcBiqVXPHqkivC7yvXJa/IKOcsCiIiIiIioomlpDMLuCJYriwLKpfXyWG2DVgSSjpj3uLA19TrTMlNO2D/z3N6rBwJwXPuaTBmzdDPbdk6gB4JwmhpgggHXX63RET7ZtIH0YdSSlXVL6+0fPly/OEPf6ja9sgjj2DZsmUj1kOfDITPCzTEYcSjQCoNOZAEkmmoVFqXq/D7dKkX04S5aB6MhXOh2rshX1kHuXEb1I5OWDs6gVgE5tKFMBbP10HJIaVe0NkN2dOvS73EWeplNDWzyzMZIF+sXb4P2eU9/dUB8+4+HYCvxe+DaKqHaK5zrhsgGuMQE/h3rFQx8F0ZCK8dEC+F+BUA04AQBmBAz64QBuAzKrLGPRCmodumWIaFJVeIiIiIaATK1jMzRbHf6PU4fUgPs1eJ9kFpbSnLKgXLlWWXs8nzVmmWsLIlBAQglP7/rjiGC3r1uK5iNrCybdhP/g1yzQYAgGibCc8HToUI6UC5yuahMlmIhrgu3+KbvHEZIqI9mdRB9K9+9atYsWIF2trakEwmceedd+Lxxx/HQw89BECXYdm5cyduv/12AMBVV12Fm266CV/84hdx5ZVX4rnnnsMtt9yCO+64w823MWbCNIBYBEY0DGRykIlBYCAJ1Z8AfM7ijYb+0hKzmmHMOh0qmYL96gbI194CEoOwn/gb7GfXwFg8H+ZxCyHqY9WlXgoFYCABuz8BEQrAqI8f9KVeStnl+YJTu3y07HIPEPSOnl0+mK4KlMuuPj2lrVadciGA+hiMpjodKG+qh2iqA6Lh/SpVoorBcFUjIF55XwFKCKAYFjeGBMQNA/A6PxR4TJ3dbpowDAMwRHmf4m3TcJ6DgxsiIiIi2kcFC6qrD9KynFmMxWQMD+D3An4fDJ+3lLBRStBgH5QOYqVs8oqMclmwdJA8V9BBcktC2RYA6KQw4fy/5TH1bHbDhDHKmlfKsqGcGIXqS0K+tQWqswcAYLzraJjLj4UwjNK4GACM1iaIxjom8BHRlDepI6ednZ246KKL0N7ejng8jmOOOQYPPfQQzjzzTABAe3s7tm3bVtp/7ty5ePDBB/GFL3wBP/7xjzFr1iz88Ic/xAUXXODWW9gnwinnYoYCUA1xqME0VG8CKjGoA5WhQGkBDhENw3PK8VDvPgbyzU261EvvAOSa9ZBr1kPMPUSXejm0VQffvV7A69W/QmeysLd3QAR8QDwKIxbWZUCmYedTFetuV0xPk/kCkMlWZJdb+r0bY8wuL1jDs8u7+nQnpZaArypQXsouH+NiKjp7wDn/YjC8FCwfHhAXxaxwU+hrwwB8ZjmLx6OzCowaQfDK4Ph0/HsgIiIioslPRCMQHrO6L5/KAAODugtcXE+nWA7Q79MBdq+nHGD3ci0dmh6qxoPFkiu27ZRcyQMFG5C2/v9FSggldKS8mEluGk42eXDU/x+ULYHEIFRfQgfL+5PO7aQuyzI0Oczvg+ecU2DMm10+PjmoS5u2NEJEwxPYKkREB45QqlZ67MEtkUggHo9jYGAAsVjM7dMB4HwRpdKQ/Un9i65tA4EA4PdWT6dSCmpbO+xX3oTavLO0XTTWwVi6EMbCeVVZ50op/YWbyelOZjSoy8qEQ7pDOgUoKcuLUxanptkSyskuR96p4WbL8qKWgJ6iVpG9MlIN8eIiKJWBctndB/QnR8wuFw3xcqC8qR6iuV6Xzxlj572cRVCcbiehBCBMZ0BgGLqmuKccEBfFwLc5JDucAXEiIsLk7N8Q0dRyoD5HVDYHuWmHXgNoD+v8DEuWsaXuvwvocjDFDPZAxTo8FUH2A7WOENFYqGLJlYrSK6Vs8rwF2PoxZdn6bxxwxoDFv3V9e09Z30pKPcbtqw6Sq/4EMDBYe5xb5PNC1EUh6mJAfQzm4vkQ8Yh+3nwBKpWGqIvpALrfN36NQ0Q0Qcbav5nUmehUVlXqJZ2FTA4CA4NQ/Vk97aqy1MucWTDmzILqS8Be8ybkG+9A9fTD/p/nYT/9Moyjj4R57AKIYskQZyFKVbCAgRTs/kGIcABGXUyXenGxblnp13a7YqETW+pFTvIWkC//4g6pnM6EgFDFhU6KQWUT8FfU5h7p9QoFqO7+6oU+u/t0IL6WYACiud7JLtfBctEQ36vOuC4nUw6YK0B3iDymnjUQDUME/DqjxutkyE+RHziIiIiIiPaGsiXyN/8/HahrrIfRVAfUxyDqYjX72KLY30d5zCJQLG9YMYZI5KHsBErpNFUZ7F6IgL96oXuvh+v3TAGqck2n4hpP5QeH7Fz6j74a9vgIx9a6XXlojcfVSI8VDy/dds7ZluWxra0zzKGUDpIXk7+KGeU+37Da5LWUSo32JaqC5Ko/CQwk9WuOxGPqIHldVJeIdYLmoj6mZ8bXeG2VykDZNkRLE4ymeo5ZiWjaYRB9ihFCAOEgzHAQqt4p9dKXgBoY1F+qoWCpcynqY/D83buhTl4K+cbbsF9ZDyQGIV98HfJvb8A4Yg6MpYsgWpucUi8eIB7RHZB0FvaOTgi/1yn1EtGB+nHOZFal8iSynDliOwuc5Au6VrltA7ZyVgJXzrQ0Vf2Lu9erF7gcYz1upZT+EaKibrkqZpfXYhhOdrkTKHcC5yN1IEZ8zcrscst2ssudjnrQDwQDMP0+J1iuL8weJyIiIqKDherth9rarm9v3IaqMF8sAtEQg6iP68BefQyiIV5zxqcQwhkrVAfCSwH20kxWneWr+hKQ+lFn9qcTZPf7IQI+3Wf3VtRfZ4B93KjSuk3FcpWVaznp28V/M1U160CPE3VpSyeYDlQHuDFCgLtWAL24qfinpCpuj/iAU0qzWDoFNZ5nGDH8Zunv1QD8vj0mf5VPWwGpTEU2uRMkL5Zfse2RDzYNiHjU+ZGqHCQX9bG9n0WdGAT8PpitLfr/U45hiWgaYjmXGqbadGdl28BgGrIvCaTSuvMQ9A+bOqWkhNq0Q5d62dFZ2i5mNulSL0fMqeoMlkq9ZHP6Cz0SglE39lIvqiIwXpxiOWqZFVuWp6QVFzgpliZxOhR782WsbBtIpKASg1ADg1ADyfL93oGRs8tDwXJ2efG6IbZXHWUlpf4BoBg0l9AB82L5mKBP11t3MsvhY6YLERFNrKnWvyGiyedAfI6oTA726xsh39oKNZgGBpJQfQN6YcSReD3l4F/9kCD7Xs6qrQ6wO4FaKctx0WKA3evRwU6/r9zHL5aIOcgycEvZ4Koy+F0dBIdSejxqS12SxCq2cbHcZnF/AMoZHyroWcb6VfSLCadspRDl68ptpeFijUA1RHVgu9YPL5OQUgrI5JzFPCuD5M7tgjXywYYA4tGKIHlFRnkktM+Lferxu5MYls1BxKIwZjZCBPz7+C6JiNwz1v4Ng+g1TNVBplJKl3oZGAQSSaicBRHw6sVCh3w5yt29kGvehFy/uTyNKxyEeewCGEcfCREKVD93wQIyWSgpIYJBHVQOB8tTz8ZUZgXl6WiVZVac23v7Ba6k1NPTSkHyQb0AinO/uBr4iExDrxJeWYqlqQ4iFBz7ORTfv1UOmCvlPLczDRTBAIyAvyK73AthTM4OGhERTV9TtX9DRJOHWzXRi+McXZZiQF/36tt7rN8cCZUD6vVxJ5M9pksm7u34o7SwY0UddimhnIGOKGa+e0wdvAR0QhBQDvAKw7kGAAMwoO8IZ/0igXJwV5RGT8O2VWUw17oeuk0UXwe1Hy9eF0uiDMsOV6X1pVRlGxRnFVcG0VVxX1V6XVGZnl0KghvVwXCjOiA+WYPaE0Vlc+WM8r4E0F9Rp3y0H5GEAGLh6iB5MVAe2/u/89L5jPaDkhB6vGt6gGhIl2/h+gJENEUxiL4fpsMgU+XyUMmU/tLNZHWHrsbCPCqdgXxtI+xXNwDpjN5oGjAWzoOxdBGM5vrq/aXUv4Ln8xBer56tViyzAqDUKSpORatY6HJvO0GlznKiIkA+kNQB80RKrwwuR6njBuhMkHhEdx7iEYhYVN8vTlXbiywRXY7FKtcvt3UHolQ70e+FCAV0u/i8pemeB1vnj4iIJqfp0L8hIndNzoVFbV2msW9AB9b7iwH2BJDJjnygaZQWRhQN8epAe2DvF0MslW4sruekN1buMPx2qSZ21TMNeWKUA+AKUKK4YXhJEQx9aEhAvSoYPzRTu3LIUswGL9UYd8rcVD7vsCD48AzxfQ3eDqWk1LOIs3mofF4HlPN5qFxBz5zOFfR2WVETvdZ1VU30inYf8THllCwfWte81r/fkOuatdCHPubcl1KPb7O50RsiGtYZ5cU1ApzbiEf2a1ZzeQZ5eS0y5fwRldYO8Jg6Oc/v07OpK2deMEGMiKY4Lix6kBPO1EJVF9OlXvqTUKm0DjoHA6VSLyIUhHnSMTBOXAz51lbIV96E6uyBfONtyDfehmibCXPpQoi5s3W9ccMAwkEgFNCBZGGMaVGTkahsHiqR1B3fYkZ5RdAc1ig13ADdcYuFIWIRfYlHdCeieDs49prlVedV/LXdKcmilAIM59d2j1dntAS52CcRERERHXirVq3Cvffei/Xr1yMYDOLkk0/Gt7/9bSxYsGDU437zm9/gO9/5DjZu3Ih4PI5zzjkH3/ve99DY2HiAznz8CdMEGuK6Nvrh1Y+pbK4qa131JUplMGBLqJ5+oKd/aNhajyHqY6Ws9WJ5GMSjI/b5hRDlmacTaG9GNmpYILn0n4pY/dAgMErBcWHsfza4LhE6NOid12tg5fJAvgCVzeuZzMVgeK4A5exXWifrYBEODl/Isy4GURfRyVv7qDyD2h4yiwI64c00dFZ52A8E/DCLf8tcZJeIqISZ6DVMx0wtJRWQzkAmnIzufAHC7x+2WKhSCqq9C/LlNyHf3lbucMUjMI9bCGPx/GG11kd93YLlZJBXB8kxkNS/tufye36SaKicQR4Ll26LeER3MvYjw6E0JbNYv9y29W/uhlHuBIeCMHwV2eVc7JOIiKag6di/ITpYnXPOOfjYxz6GE088EZZl4Wtf+xrWrl2LdevWIRwO1zzm6aefxumnn47/+3//L8477zzs3LkTV111FY444gjcd999Y3rdA56JPkHJKnohxFR1eZi+hF43KZUZ+cBifen66uC6aIjtc/LOZKaUKq1lpZyMbx0Ar7xdIzBeDIIX18EaLx4P4PfqWvQ+r54J7PcBPp/eXsyML2buO1f636WilE2tMjZV5W6G7Fv1fEP2qczsryrFU/18otYxpW1Cj3nronpW836oyip3Su0oVcwqN8sL5jKrnIiohOVc9sN0H2SqbE6XeulL6kVAPCYQCgz7dVklBmG/ugFy7cZysNvnhXHU4To7vS6mF4ZJpnSZlaqyK06wPD3KFMqiUKCcOV6RUS7iET1lbRx+9S4tfFL69V3qKYrFzoTXAwR8EEG/7pAVO+ys60ZERNPEdO/fEB3Murq6MGPGDDzxxBM47bTTau7zve99D6tXr8Y777xT2vajH/0I3/nOd7B9+/aax+RyOeRy5RITiUQCbW1tEx9EL1iQOzp1drItoSy7HIT0OGUjPbr++HiVDCm9dr5QDq73OnWpnWx2WKNkRPt95cVNS0lHQ0qGFK+HZYQPKfMxWmmRoc+FsR036v6V1wWrKkg+bkxDt0spAO4DfF5dOsfng/B7S8Fw4ewHX/G2fowzf7VhWeXFYLlAOavc4ym1t8GsciKiUbGcC41IBPwQAT9UfVyXeukb0CvfAzqDwlnBXsQi8Jx6AtRJx0C+uRn2K28CvQOQa9ZDrlkPREI6U2NPv8P4vRCxiM7aiEUgYmGIeFQHzOPh/f61HajIKK9Y5BS2DSgBBeVMT3MWMg36dWfC79OdCSdoPt4dcCIiIiKiA2FgYAAA0NDQMOI+J598Mr72ta/hwQcfxIoVK7B7927cfffdOPfcc0c8ZtWqVbjhhhvG/Xz3RHg9MA6bpYODlrMekWVD5gu6bnTe0tnRdg5KSieh1xgeYN+HzHDh80K0NAIt1SVulFLAYLoqwF5aADIxqDOxO7qhOrrHpxEmE8OoyAD3DckGrwh8+0YJgDM5aa8Nyyq3badEfUVWud+ry5n6fTCcbHJmlRMRTQxmotdwsGVqlUq9DCSBREqXNgn49BSvoaVetrXDfuVNqM07y0/gMZ2AeEUWeSxS3hbw7/85KqXruQ8NkksF5UypE4bTkTDNUkeutOin05GGZ/yzVYiIiKaCg61/Q3SwUErh/PPPR19fH5566qlR97377rtx2WWXIZvNwrIsfOhDH8Ldd98N7whJLW5lou+JkqoUWIdlQVm2Lh+SzQEFHXBU0gaUgoCz0GVxPGDqQPt4ll5RlgXVnwSKC5sWa3hXlAERw0qGoEZZkcrHR9u/uL3WccX9RjiuovxIzRIjTpJRKRju9+7zDxKTzYihjxG3j3Bn1AjKSPvt4XipqrPKAf13WpFVLgI+nYBWHN8yq5yIaFwwE53GTBgCiIRgRkJQjRWlXgaS+gs76IdwOk5iziwYc2bp8i3prA6Wh8an/p+qGSTXJVcApTsIZjFIXp4KaFQEyOEx2ZEgIiIiooPGZz/7Wbz22mt4+umnR91v3bp1uPrqq3Hdddfh7LPPRnt7O7785S/jqquuwi233FLzGL/fD79//xNixpswhJ5NWpxBW/GYsmU5wF6woGxbL1yZy+lt+YLeBiewbRhVAfZ9KRkiPB6IpnqgqX583uBBRimlA9lSAXCuVcWl1v1S2RoBJWpFpUU5OF75BzLauLXiMTHC9mGvMeJzjWG3yucVYnhWudej/y65JhcR0aTATPQamKmlsymQTEP2J6BSWQioqlIv+/ScxdptQ8uuQJVXBTecILnXLNXGK2WTm2ZF7UN2IoiIiPYG+zdE08/nPvc5/P73v8eTTz6JuXPnjrrvRRddhGw2i7vuuqu07emnn8app56KXbt2obW1dY+vN9U/R1RFaRgULMiCVVoUs5gFrGzbyRoXFeMPY0Lqr09lSo0h0D10H1UZ+AZKgXCnvUvtbohyNr3h/NBhVlwMD4Sptw87ZqRg8xiD50Oi5yNsH+Nzj2V7xWwBJoMREbmDmei0X4THA9THYMQjQDoL2a9LvahUpmaplyJVkUFevYCn87ymBzAFYHqAUADw+WB4zVLdtlKQnIvGEBERERHVpJTC5z73Odx33314/PHH9xhAB4B0Og2Pp3r4ZzpBu4Mlr0oUy2A4ireUUlW111GwdP31nLPAZr4AZWWhFHRyUTHxpyLI7kamcOnfbbSFQocuLDp08dGhx40UTFRF/AABAABJREFU+NbvvHwsUB3Edha11IFvA/A4P0IYhi65aThjvKGBb8MYHgQ3DOe+weQpIiKaNBhEp1EJwyiXesnmIAdSwICu9YdiJ9yZDgmFmgt4Di+54nGto0lERERENNWtXLkSv/3tb3H//fcjGo2io6MDABCPxxEMBgEA1157LXbu3Inbb78dAHDeeefhyiuvxOrVq0vlXD7/+c/jXe96F2bNmuXae5kMhBC6dIa3PDwuBdiLyUEFS497Cpauv57L620ZC8q2oKuvq3LgGKiutV0Z8B4a3K4qki2cx4plSpz7pe1DNhWzuIGqeuelq8p658MeNyqeAxUBbKOcfW/qILcYGuwuBbor7juPM2OfiIimIwbRacxEwA8z4IdqiAGDacjEoA6G+30whi3gydXAiYiIiIgmwurVqwEA733ve6u233rrrbj00ksBAO3t7di2bVvpsUsvvRTJZBI33XQTvvSlL6Gurg7ve9/78O1vf/tAnfaUJAwD8Bkj1F+3ywF2y9YLjGZz+n4xYF0MKDuZ1eVgtQBgQBioLkNSLGvi3C69aOW2YY8XFxEVw/cd9nj1vkxsIiIiGhvWRK9hqtf6IyIiIhqK/Rsi2l/8HCEiIqLpZqz9G86zIiIiIiIiIiIiIiIaAYPoREREREREREREREQjYBCdiIiIiIiIiIiIiGgEDKITEREREREREREREY2AQXQiIiIiIiIiIiIiohFM6iD6qlWrcOKJJyIajWLGjBn48Ic/jA0bNuzxuN/85jc49thjEQqF0Nraissuuww9PT0H4IyJiIiIiIiIiIiIaDqZ1EH0J554AitXrsTzzz+PRx99FJZl4ayzzkIqlRrxmKeffhoXX3wxrrjiCrzxxhu466678OKLL+JTn/rUATxzIiIiIiIiIiIiIpoOPG6fwGgeeuihqvu33norZsyYgZdeegmnnXZazWOef/55HHbYYbj66qsBAHPnzsX/9//9f/jOd74z4edLRERERERERERERNPLpA6iDzUwMAAAaGhoGHGfk08+GV/72tfw4IMPYsWKFdi9ezfuvvtunHvuuSMek8vlkMvlhr1OIpEYpzMnIiIiclexX6OUcvlMiGiqKn5+cJxERERE08VYx0lCTZGRlFIK559/Pvr6+vDUU0+Nuu/dd9+Nyy67DNlsFpZl4UMf+hDuvvtueL3emvtff/31uOGGGybitImIiIgmle3bt2P27NlunwYRTUE7duxAW1ub26dBRERENO72NE6aMkH0lStX4k9/+hOefvrpUd/QunXrcMYZZ+ALX/gCzj77bLS3t+PLX/4yTjzxRNxyyy01jxmaiS6lRG9vLxobGyGEGPf3UpRIJNDW1obt27cjFotN2OtQNba7O9ju7mC7u4PtfuCxzfdMKYVkMolZs2bBMCb1sjhENElJKbFr1y5Eo1GOk6Yhtrs72O7uYLsfeGxzd7Dd92ys46QpUc7lc5/7HB544AE8+eSTe8ycWrVqFd7znvfgy1/+MgDgmGOOQTgcxqmnnopvfOMbaG1tHXaM3++H3++v2lZXVzdu578nsViMf8guYLu7g+3uDra7O9juBx7bfHTxeNztUyCiKcwwjAM6k4Wf6e5gu7uD7e4OtvuBxzZ3B9t9dGMZJ03qNCSlFD772c/i3nvvxWOPPYa5c+fu8Zh0Oj3sVwPTNEvPR0REREREREREREQ0VpM6iL5y5Ur8+te/xm9/+1tEo1F0dHSgo6MDmUymtM+1116Liy++uHT/vPPOw7333ovVq1dj06ZNeOaZZ3D11VfjXe96F2bNmuXG2yAiIiIiIiIiIiKiKWpSl3NZvXo1AOC9731v1fZbb70Vl156KQCgvb0d27ZtKz126aWXIplM4qabbsKXvvQl1NXV4X3vex++/e1vH6jTHjO/34+vf/3rw0rJ0MRiu7uD7e4Otrs72O4HHtuciGj64Ge6O9ju7mC7u4PtfuCxzd3Bdh8/U2ZhUSIiIiIiIiIiIiKiA21Sl3MhIiIiIiIiIiIiInITg+hERERERERERERERCNgEJ2IiIiIiIiIiIiIaAQMohMRERERERERERERjYBBdCIiIiIiIiIiIiKiETCIPkkVCgUAgFLK5TMhOjD4t+4OtjsdLPi9SkQ0PfDznA42/Ft3B9udDhb8Xh07BtEnofXr1+PTn/40tm7dCiGE26dz0Ojq6sJrr72G1157ze1TOaikUinYto1kMun2qRxUil+U2WwWACCldPN0Dhrbt2/HW2+95fZpHHT4vUpEND3w89wdHCe5g+Mkd3Cc5A6Ok9zB79W9wyD6JLN27VqccsopCIVCGBgYcPt0Dhpr167Fe9/7XnziE5/Acccdh+uvv97tUzoovP766/jQhz6E5cuX4+STT8bPfvYzdHZ2un1a09769evxz//8zzjzzDNxySWX4K9//SsMw+AvzxNsx44dOOyww/DhD38Y69evd/t0Dhr8XiUimh74ee4OjpPcwXGSOzhOcgfHSe7g9+reE4qfBpNGX18f3ve+9+HUU0/FD3/4QwBAPp9Hb28vZs6c6fLZTV9vv/02TjnlFHzqU5/CJz/5STz//PO4/PLLsW3bNsyePdvt05u2Nm3ahGXLluGiiy7CEUccgY6ODnzve9/DRz/6UXz2s5/FiSee6PYpTkuvv/46Tj/9dFx44YUwTRPt7e1Yt24dHnzwQcydO9ft05vWdu7ciRUrViCdTkMphT/+8Y9YtGiR26c1rfF7lYhoeuDnuTs4TnIHx0nu4DjJPRwnHXj8Xt03zESfRHp6euDz+XDDDTdAKYULL7wQ73vf+3D44YfjmmuuwbPPPuv2KU5Lt912G0488UR84xvfwMKFC/GP//iPWLFiBXbv3o1nn30Wu3fvdvsUp6Xf//73OOqoo3DjjTfis5/9LL7xjW/ggQcewPPPP48f/OAHWLt2rdunOO10dHTg8ssvxxVXXIHVq1fjpptuwte+9jV4vV6sW7cOAOugTRTbtmGaJlpaWvDHP/4R8+bNw4c+9CFs2rQJAPDSSy+5fIbTE79XiYimB36eu4PjJHdwnHTgcZzkHo6T3MHv1X3jcfsEqCyVSqG3txfJZBKXXHIJLMvC1VdfjUQigR/+8IfYtWsXGhsbsWDBArdPdVrZuXMnDMNAoVCA1+vFD3/4Qzz88MPo6urC+vXr8f73vx/XXnst3vWud7l9qtNKKpVCPp+HlLLUITnrrLNw00034dJLL8XMmTPx/e9/H0op1uYaJ+vXr0ckEsHHP/7xUrsef/zxiMfjWLNmDc4991y3T3HaMk0TM2fORDweR1dXF+68806cf/75OPfcc7FgwQLYto3f/OY3iMVibp/qtMLvVSKi6YGf5+7gOMkdHCcdeBwnuYfjJHfwe3XfMIg+SSilEI1GkUwm8ac//Qn19fX46le/WvqDPeqoo/AP//APeOqpp/hHPM5OPfVUXHnllbj88suhlMJdd92Fe+65B3/3d3+HTZs24aMf/Sj+9Kc/sXM4zhYtWoQbbrgBL7/8MpYtWwbLsqCUwplnnokf/OAH+NjHPoaPfOQjOOmkk9w+1WnjsMMOwz//8z/juOOOAwBYlgWPx4NQKFRaQKeyIy6lhGFwwtJ4KHbGpZR47LHHcOqpp+Lpp59Ga2srHnjgAdx9993sGE4Afq8SEU19HCe5h+Mkd3CcdOBxnOQejpPcwe/VfcP/6ycJIQTmzZuHSy65BCtXrsRdd92FTCYDQH+onHzyyXjPe96Dp556yuUznX4uv/xy/PSnP8X8+fORyWTwqU99Cueffz4ikQiOO+44nHzyyXjqqadgWZbbpzrlVU6Bu+CCC3DBBRfgE5/4BNavXw+Px1PqoHz4wx/GwoULOXVrnBRXlD/ssMPwkY98pLTN49G/o9bV1ZXaHgBuuOEGvPDCC+wY7qfKv/dip/uMM84obbv44osBAMceeyz+4z/+A6+//vqBPcFpqrLd582bh8svv5zfq0REUxjHSe7hOOnA4TjJHRwnuYPjJHdwnLT/+H++S9566y186UtfwuWXX47//M//xNtvvw2lFP71X/8VF198MbLZLJ5++mlYllX6UFFK4fDDD3f5zKe2oe3+zjvvQCmFK6+8El//+tcRj8fR3NwMoPyFmsvlsHjxYn5R7ofiSvLFX5iLtz/3uc/hsMMOwyc/+UmsX78ePp+v9FgwGEQwGHTtnKeDYrsbhgHbtqseG/r3XHz8P/7jP3DDDTfA6/UemJOchir/3ofWTpw1axaee+45fOQjH8EjjzyCRx99FE8//TSEELj00kuRz+fdOOVpYWi7F9v+M5/5DC677DJ+rxIRTREcJ7mD4yR3cJzkDo6T3MFxkjs4Tho/LOfignXr1mH58uU49dRTEYvFSrXlLr30UlxxxRW4/vrrkc/ncfXVV2PLli1obW1Fe3s7nnzySXzzm990+/SnrFrt/sgjj+CTn/wkrrzyShiGgcMPPxz/9V//hbPPPht+vx/3338/Hn30UTz55JPsHO6jN998E4sXL8YHP/hBPPDAA6WOimmaOOWUU/ClL30JP/jBD3DyySfje9/7HmKxGF566SVs3rwZ733ve90+/SlraLubpjmsbmJxGuLg4CBisRh+9KMf4bvf/S7+9re/4fjjj3fx7Keuoe1e7KgU233evHnYsGEDgsEgHnzwQSxZsgQA8Mwzz6Cvr680QKK9U6vdpZQQQmD27Nn40pe+xO9VIqIpgOMkd3Cc5A6Ok9zBcZI7OE5yB8dJ40soLjF8QOXzeVxyySUIh8P4xS9+AQDo7u7GZz7zGWzduhUXXXQRVq5cCaUUbrrpJtxxxx0oFApobm7Gt771LRx77LEuv4OpabR23759Oy688EJcc8016O7uxjXXXIPf/e53WLhwITweD26//fZSbTTaOx0dHfjHf/xHeDwebNiwASeddBLuu+8+AOU6cwDwzjvv4Gc/+xl+/etfo66uDuFwGDfffDOWLl3q5ulPWaO1e60FiD7xiU/gd7/7HUKhEP73f/8XJ554ohunPeWN1u6VdRNvu+02vPvd78aiRYvcPN1pY7R2Lw5EASCTyeAXv/gFfvvb3/J7lYhoEuI4yR0cJ7mD4yR3cJzkDo6T3MFx0vhjEN0FK1aswLx58/DjH/+49Ifb29uLL3zhC3jrrbfw7//+76XVn/v7+xGNRpHNZhEOh10+86lttHbfuHEj/uM//gMrVqyAUgrPPPMMotEoWltbMWPGDLdPfcq6//77ceedd+Izn/kMLMvCxz72MZx88sk1O4gAsH37dkSjUQC6/hztmz21+9CFcD7/+c/jl7/8JZ599tnSL/609/bU7vl8nhkUE2BvP2f6+voQi8X4vUpENAlxnOQOjpMOPI6T3MFxkjs4TnIHx0njj0H0A0hKCdu28bGPfQy2beP3v/89AKBQKMDr9aKnpwcf+tCHUFdXhz/96U+lYzg9bv+Mtd1jsRj+/Oc/u3uy00x/fz+ef/55nHPOOQCAv/zlL/jYxz6G5cuXl/4dirX/+Hc+fsbS7sWPfiEE3njjDcTjccyePdutU54Wxvr3zr/18cXPGSKiqY/jJHdwnOQe9l/cwXGSOzhOcgc/ZyaAogPu2WefVUII9d///d+lbblcTiml1CuvvKL8fr966aWX3Dq9aYvt7j4ppfrLX/6iZsyYoc4///zS9p/+9Kfq2Wefde/EprmR2v0nP/mJeuGFF9w7sWmOf+/uYLsTEU1d7K+7g+3uPvZf3MFxkjv49+4Otvv+48KiE2zbtm1Yu3Yt2tvb8YEPfADRaBTLly/HN77xDfzrv/4rfD4fVq5cWZq6IqXEYYcdhng87vKZT21sd3dUtvu5556LeDyOUChU+lVZCIHTTjsNv/vd7/DRj34U//AP/4BZs2bhJz/5Cd5++223T3/KYru7g+3uDrY7EdH0wP66O9ju7mD/xR1sd3ew3d3Bdj8A3I7iT2evvvqqamlpUUuXLlV1dXWqra1N/cu//Ivavn27sm1bfe1rX1Omaaprr71Wbdy4UXV2dqqvfe1rav78+aqzs9Pt05+y2O7uGKndN23apJRSyrbtqv0fffRRJYRQDQ0N6m9/+5sbpzwtsN3dwXZ3B9udiGh6YH/dHWx3d7D/4g62uzvY7u5gux8YDKJPkL6+PnXCCSeoL3/5y6q3t1cppdQNN9ygTjnlFHX++eerrVu3KqWUuvXWW1U8HlezZ89WRx55pDrkkEM4VW4/sN3dMVK7n3rqqepDH/qQ2rhxo1JKTx9SSn+AX3nllSocDqs33njDtfOe6tju7mC7u4PtTkQ0PbC/7g62uzvYf3EH290dbHd3sN0PHAbRJ8jWrVvVnDlz1MMPP1y1/Ve/+pU69dRT1cc//nHV0dGhlFJqx44d6s9//rN6+OGH1fbt29043WmD7e6O0dr9tNNOUx//+MfVrl27Stsff/xxdcwxx6gXX3zxQJ/qtMJ2dwfb3R1sdyKi6YH9dXew3d3B/os72O7uYLu7g+1+4HD51QlimiaCwSB27doFALAsCwBw8cUX45Of/CTWrl2Lhx9+GABwyCGH4JxzzsFZZ53FVZ/3E9vdHaO1+yc+8Qm8/vrrePTRR0v7n3DCCfif//kfLFu2zJXznS7Y7u5gu7uD7U5END2wv+4Otrs72H9xB9vdHWx3d7DdDxyhlFJun8R09aEPfQjbt2/HX/7yF9TV1cGyLHg8ei3Xj3zkI9i5cyeeffZZl89y+mG7u2Os7a6UghDC5bOdPtju7mC7u4PtTkQ0PbC/7g62uzvYf3EH290dbHd3sN0PDGaij5NUKoVkMolEIlHa9stf/hIDAwO48MILkc/nS3/AAHD22WdDKYV8Pu/G6U4bbHd37E+78wN737Hd3cF2dwfbnYhoemB/3R1sd3ew/+IOtrs72O7uYLu7h0H0cbBu3Tr8wz/8A04//XQsWrQIv/nNbyClRFNTE377299i/fr1OOuss7BhwwZks1kAwF//+ldEo1FwIsC+Y7u7g+3uDra7O9ju7mC7ExFND/w8dwfb3R1sd3ew3d3BdncH291dLOeyn9atW4fTTjsNF198MU488UT87W9/w49+9CO88MILWLp0KQDg9ddfx8c//nGk02nU19ejtbUVjz/+OJ566ikce+yxLr+DqYnt7g62uzvY7u5gu7uD7U5END3w89wdbHd3sN3dwXZ3B9vdHWx39zGIvh96e3vxT//0T1i4cCFuvPHG0vb3ve99OProo3HjjTdW1Rv68Y9/jB07diAYDOKjH/0oFixY4NapT2lsd3ew3d3BdncH290dbHcioumBn+fuYLu7g+3uDra7O9ju7mC7Tw6ePe9CIykUCujv78c//uM/AgCklDAMA/PmzUNPTw8AQAgB27ZhmiZWrlzp5ulOG2x3d7Dd3cF2dwfb3R1sdyKi6YGf5+5gu7uD7e4Otrs72O7uYLtPDqyJvh9aWlrw61//GqeeeioAwLZtAMAhhxwCwyg3rWmaSCaTpftM/t8/bHd3sN3dwXZ3B9vdHWx3IqLpgZ/n7mC7u4Pt7g62uzvY7u5gu08ODKLvpyOOOAKA/hXI6/UC0H/MnZ2dpX1WrVqFn//857AsCwC4Gu44YLu7g+3uDra7O9ju7mC7ExFND/w8dwfb3R1sd3ew3d3BdncH2919LOcyTgzDKNUfEkLANE0AwHXXXYdvfOMbeOWVV+DxsLnHG9vdHWx3d7Dd3cF2dwfbnYhoeuDnuTvY7u5gu7uD7e4Otrs72O7uYSb6OCpOkzBNE21tbfje976H73znO/jb3/7GVXAnENvdHWx3d7Dd3cF2dwfbnYhoeuDnuTvY7u5gu7uD7e4Otrs72O7u4E8T46hYh8jr9eLnP/85YrEYnn76aRx//PEun9n0xnZ3B9vdHWx3d7Dd3cF2JyKaHvh57g62uzvY7u5gu7uD7e4Otrs7mIk+Ac4++2wAwLPPPotly5a5fDYHD7a7O9ju7mC7u4Pt7g62OxHR9MDPc3ew3d3BdncH290dbHd3sN0PLKG4VOuESKVSCIfDbp/GQYft7g62uzvY7u5gu7uD7U5END3w89wdbHd3sN3dwXZ3B9vdHWz3A4dBdCIiIiIiIiIiIiKiEbCcCxERERERERERERHRCBhEJyIiIiIiIiIiIiIaAYPoREREREREREREREQjYBCdiIiIiIiIiIiIiGgEDKITEREREREREREREY2AQXQiIiIiIiIiIiIiohEwiE5ERERERERERERENAIG0YmI9pFSCmeccQbOPvvsYY/95Cc/QTwex7Zt21w4MyIiIiIiIndwnERE0xGD6ERE+0gIgVtvvRUvvPACbr755tL2zZs34ytf+QpuvPFGHHrooeP6moVCYVyfj4iIiIiIaDxxnERE0xGD6ERE+6GtrQ033ngj/uVf/gWbN2+GUgpXXHEF3v/+9+Nd73oXPvCBDyASiaClpQUXXXQRuru7S8c+9NBDOOWUU1BXV4fGxkZ88IMfxDvvvFN6fMuWLRBC4P/9v/+H9773vQgEAvj1r3+NrVu34rzzzkN9fT3C4TAWL16MBx980I23T0RERERENAzHSUQ03QillHL7JIiIproPf/jD6O/vxwUXXID//M//xIsvvohly5bhyiuvxMUXX4xMJoOvfOUrsCwLjz32GADgnnvugRACRx99NFKpFK677jps2bIFa9asgWEY2LJlC+bOnYvDDjsM3//+97F06VL4/X58+tOfRj6fx/e//32Ew2GsW7cOsVgMp512msutQEREREREVMZxEhFNFwyiExGNg927d2PJkiXo6enB3XffjVdeeQUvvPACHn744dI+O3bsQFtbGzZs2IAjjzxy2HN0dXVhxowZWLt2LZYsWVLqHP7gBz/ANddcU9rvmGOOwQUXXICvf/3rB+S9ERERERER7QuOk4houmA5FyKicTBjxgx8+tOfxqJFi/D3f//3eOmll/CXv/wFkUikdFm4cCEAlKYivvPOO/j4xz+OefPmIRaLYe7cuQAwbJGdZcuWVd2/+uqr8Y1vfAPvec978PWvfx2vvfbaAXiHREREREREe4fjJCKaLhhEJyIaJx6PBx6PBwAgpcR5552HNWvWVF02btxYmk543nnnoaenBz//+c/xwgsv4IUXXgAA5PP5qucNh8NV9z/1qU9h06ZNuOiii7B27VosW7YMP/rRjw7AOyQiIiIiIto7HCcR0XTAIDoR0QQ4/vjj8cYbb+Cwww7D/Pnzqy7hcBg9PT1488038e///u94//vfj0WLFqGvr2/Mz9/W1oarrroK9957L770pS/h5z//+QS+GyIiIiIiov3HcRIRTVUMohMRTYCVK1eit7cX//RP/4S//vWv2LRpEx555BFcfvnlsG0b9fX1aGxsxM9+9jO8/fbbeOyxx/DFL35xTM/9+c9/Hg8//DA2b96Ml19+GY899hgWLVo0we+IiIiIiIho/3CcRERTFYPoREQTYNasWXjmmWdg2zbOPvtsLFmyBNdccw3i8TgMw4BhGLjzzjvx0ksvYcmSJfjCF76A7373u2N6btu2sXLlSixatAjnnHMOFixYgJ/85CcT/I6IiIiIiIj2D8dJRDRVCaWUcvskiIiIiIiIiIiIiIgmI2aiExERERERERERERGNgEF0IiIiIiIiIiIiIqIRMIhORERERERERERERDQCBtGJiIiIiIiIiIiIiEbAIDoRERERERERERER0QgYRCciIiIiIiIiIiIiGgGD6EREREREREREREREI2AQnYiIiIiIiIiIiIhoBAyiExERERERERERERGNgEF0IiIiIiIiIiIiIqIRMIhORERERERERERERDQCBtGJiIiIiIiIiIiIiEbAIDoRERERERERERER0QgYRCciIiIiIiIiIiIiGgGD6EREREREREREREREI2AQnYiIiIiIiIiIiIhoBAyiExERERERERERERGNgEF0IiIiIiIiIiIiIqIRMIhORERERERERERERDQCBtGJiIiIiIiIiIiIiEbAIDoRERERERERERER0QgYRCciIiIiIiIiIiIiGgGD6EREREREREREREREI2AQnYiIiIiIiIiIiIhoBAyiExERERERERERERGNgEF0IiIiIiIiIiIiIqIRMIhORERERERERERERDQCBtGJiIiIiIiIiIiIiEbgcfsEJiMpJXbt2oVoNAohhNunQ0RERLTflFJIJpOYNWsWDIN5FES09zhOIiIioulmrOMkBtFr2LVrF9ra2tw+DSIiIqJxt337dsyePdvt0yCiKYjjJCIiIpqu9jROYhC9hmg0CkA3XiwWc/lsiIiIiPZfIpFAW1tbqZ9DRLS3OE4iIiKi6Was4yQG0WsoTk2MxWLsHBIREdG0whIMRFPLqlWr8NWvfhXXXHMNfvCDH9Tc595778Xq1auxZs0a5HI5LF68GNdffz3OPvvs0j633XYbLrvssmHHZjIZBAKBMZ0Lx0lEREQ0Xe1pnMSCmERERERERJPQiy++iJ/97Gc45phjRt3vySefxJlnnokHH3wQL730Ev7u7/4O5513Hl555ZWq/WKxGNrb26suYw2gExERER3MmIlOREREREQ0yQwODuITn/gEfv7zn+Mb3/jGqPsOzVD/5je/ifvvvx9/+MMfsHTp0tJ2IQRmzpw55nPI5XLI5XKl+4lEYszHEhEREU0nzEQnIiIiIiKaZFauXIlzzz0XZ5xxxl4fK6VEMplEQ0ND1fbBwUHMmTMHs2fPxgc/+MFhmepDrVq1CvF4vHThoqJERER0sJpSQfRVq1ZBCIHPf/7zI+5z77334swzz0RzczNisRiWL1+Ohx9++MCdJBERERER0X6488478fLLL2PVqlX7dPz3v/99pFIpXHjhhaVtCxcuxG233YYHHngAd9xxBwKBAN7znvdg48aNIz7Ptddei4GBgdJl+/bt+3Q+RERERFPdlCnnsrf1AL/5zW+irq4Ot956K8477zy88MILVVMZiYiIiIiIJpvt27fjmmuuwSOPPLJP9crvuOMOXH/99bj//vsxY8aM0vaTTjoJJ510Uun+e97zHhx//PH40Y9+hB/+8Ic1n8vv98Pv9+/9myAiIiKaZqZEEH0i6gFWYq0/IiIiIiKaDF566SXs3r0bJ5xwQmmbbdt48skncdNNNyGXy8E0zZrH/u53v8MVV1yBu+66a49lYAzDwIknnjhqJjoRERERaVOinMtE1AOsxFp/REREREQ0Gbz//e/H2rVrsWbNmtJl2bJl+MQnPoE1a9aMGEC/4447cOmll+K3v/0tzj333D2+jlIKa9asQWtr63i/BSIiIqJpZ9JnohfrAb744ov7dHyteoBDXXvttfjiF79Yup9IJBhIJyIiIiKiAy4ajWLJkiVV28LhMBobG0vbr732WuzcuRO33347AB1Av/jii3HjjTfipJNOQkdHBwAgGAwiHo8DAG644QacdNJJOOKII5BIJPDDH/4Qa9aswY9//OMD+O6IiIiIpqZJHUSfqHqAQ7HWHxERHUwsK4vk4E4kE9uRSGxFIrkdyeR2DCZ3Ip3ZDaUAwzAhhFFxqXW/vK28f8W2IfsIo/K+OeQ1TL1/xfNUHW+MtI+n6vWVkpBKQikJpWx9kcXbxcds5/Eht2VxHxtQqvZ+kM7zObeLx2Ho/rUvcK6lsgGoqsdOOP5zmD//fLf/PIhoCmhvb8e2bdtK92+++WZYloWVK1di5cqVpe2XXHIJbrvtNgBAf38/Pv3pT6OjowPxeBxLly7Fk08+iXe9610H+vSJaIpTSiGfUujZbiMYEwjVm/D6AcMUbp8aEdGEEUop5fZJjOT3v/89/v7v/75qyqJt2xBCwDCMPdYDvOyyy3DXXXeNaTpjpUQigXg8joGBAcRisf16D0RERG7I55NIJrdjYGArEsmtSCR2YDC5HYOpXchketw+ParhhBM+jyWLL56w52f/hoj2Fz9HiA5uhZxEzxaJHa9b6N5swy4AEECkSaBxtomWIw3EWjzw+AHTw4A6TU1KKRQKg8hm+5DN9pau8/lBQIhyEhAMCCEAYcAQBiAMCFQ8XrnNMEuPjb6/0M9rFJ+/xmNDthnCBIY8jxDGkG0CQOX/k+Xboup/1er/b4WofcxYj6/eb6Tj3f+sGGv/ZlJnohfrAVa67LLLsHDhQnzlK18ZtR7g5ZdfjjvuuGOvA+hERERTgVIK2WwPBga2YmBgC5LJ7UgO7kAyuQOpVDvy+eSox5tmAMFgI4LBJoSCzQiFWxAJtyIabYNpektZ3LaTna2ztPVFqvI2Wdouy49Je0im9tDs7+J9Vd5nyOOouC2L91HxXEOyuPUxqtyxhe7QimH3jYoOrKjqzFZ2YsvPU3lfQFR1UmvsU/ncwzqxQ48vP2YaHrS01F4AnYiIiMgttqWQ6LSxY62Nzo02coPlPEzTC9gFYLBLYbDLwtZXgGC8gIY2E82HG2iYbcAXNGB63Q+S0cGtUMg4AfFeZHN9yGbKwfFMpqe8PduHXG4AUhbcPmUCUAy2n3XmT9HaeqLL5zLJg+gTVQ+QiIhoKpDSxuDgDgwMbEMisRXJwe1IJndicHAXUql22HZu1OO93giCwQYEAk0IhZoRDs9EODQT0WgbQqEZ8PlCME0fTNMP0/TBMHzjnglQnvCmqm7ri457F2+Xt438ePVzDH+NaqNlUtQy1syLWvvuzXPVfj7T9O7h/IiIiIgmnrQVMgMKO9cV0LHeRrKr3McyPEDjoQYa2kyE6gUKGWCg3UZ/h0SyyzluwMLO1wFfCKhvM9E810TTXAP+kAGPjwF12n+2nSsHwbN9yGX7kMn2IpvpRSbbU5FB3odcrn+P46ZaTNMPrzcCny8Cny8KrzcEQDgJPAqAvlZKojxOUeXHlSwl/pQeLyURqdK28uOy+vihxw57rHwO5ecqjqMmbdGRvaTfx778+02ESR1EH4t9qQdIREQ0WRQKKQwktiOZ2OLUJt+BwcFdGBzchXR6N5SyRzlawO+vczLKnazy0AyEwzMRCc9CMNgIrzdUCpKXg+UH7uu/HDwWNQLNRERERDQZKKmQSyvsftvCrnU2endIVHZD460CjYeaiLUIeHwGvAGBQFTAMIH62QbyKSCblOjvsJHoUBjokMingc4NNjo32PD4gLpZBprmmmg5woQ/YsDjmxylHGjiKaUgbUBJPYNh6L+7lAVks/3DSqhkitnjmR4dLM/1IZvth2Wl9/ocDMMDrzdaCorrSwx+fxx+Xwz+QD3CoRkIBpsQCNTD6w3DMDzOWk4eGIaeUeq8o9L7qr6Pqvsj7VfZLvuy3/D9i1ud7bIYfHdm/1b8z6wD87VUP+eI54Ly8cUfBvRtDNlfVt0vPp+Ula9f+dy194cQaKhfMMI5H1iTuia6W1jrj4iIxovuEA7oTPLkNidQXs4mz2b7MFqmgBBmKUAeCDQiFGxEINjkZJW3OFkRYXi9wQnPKqepjf0bItpf/Bwhml6UUrByQO8OCztft9G92UYhW348GBdonmugbpYJb0DA4xPwRwF/yIA3WB0IlbZCIQsUshK5QSCXlkh0SAx0SPTvkrDy5ec1TCA200DTHBMzF5gI1Rnw+BlQd5uUCnYesAsKdkFfWwVdssfK639DWQCsvHK2lfeznf30McX70rkA0tIlDAEARgHwJKE8fZBGNyzRAUt0QBrdkGaPvhg9UMbA8MmbFYQwqzLFy0HxGPy+OPz+OoRCzQiGmhEMNMDrjTjBcB0QLwbHhTD5t3eQmxY10YmIiKYK2y5gcHAnurrWoqd3PZLJ7Uil2pFO7x5DfXI/QsFmHSgP1iMQKGeVh0LN8JgBJ1AegukJwDS8rmSVExEREdHUZ+UVUj16gdDOt21k+ssJHR4/0HSYiYY2A/6ogMcr4AsJBCIC3qAYccFQwxTwhwF/2ES4XqGQMxCfKTEjBeTTEsndOju9b5eNfAro3ynRv1Pi7ecKiDYJNMwxMfNIE7FmE94AIAwGNWtRSqGQqQxkS9h5wMpDB68rrovBbSuva9tXB7wVbEsHxYuPjZigvM8EgBprGUovkG+AyDfAxOEwAfhrHm4B3kEYvjQ8gTy8QRv+iEAo7kekPoBwPIRA1EAgbMIwzYrguIdBcZoQHHkTERHtJR0wb0dX91r09KxDb+96DAxsRi7XP+IxXm8EoeAMBIONCAQbEAg0IBRsRDDYDH+gHqbhg8cTqMgqL5ZgYVY5EREREe0f21LIJiV2vWmj8y0bAx2yNBlSGEBDm4HGQw2EGwVMjwFPQCAYFfAFBTz+veuHCkPAFwR8QROhOgUrbyDeotB8uEIubSLVrdDfbmOgXSHdr5DsUkh2Wdj6NwuhOoGGNhMtRxqoO8SELyBgmAdnP9guKCS6nPI4nRLJLonBbglrwstDS8CwACMPJbJQIgOJFKQYhBIZQORK25XIQhkZKJFzHstWPJaDYUoYXg+8Pi98Ph883gi8aiZMORPCboJhNULY9VCFMOycH1ZOwMoK2AUBKA+Qr4PM1yE/COQBpAD0Dj1dAfiCgD8s4Y8o+MM2AhFdbkhfDPgjAv7wwfu3ROODQXQiIqJR2HYeqdRudDsB8x4nYJ7NDuu+ARAIeY5ESBwPr9kInzcGr7cOfm8cpicI02PCNE14vH59ER54bA88OS88Pg9M04RhAwIGlAVYArAFIIQChIIQuq64EAAqr43qbQy4ExEREZG0FfIZha5NNtrftNGzzYa0yo9HmwWaDjMRbzVgegRMn0AgAvjDxqjZ4IOD7dj49u+xc+czCAQa0Ni4CM1NS9DUdAwCgXjVvkIIeP2A1y8QjAN2wUB8hkLjYSYKaSDVJ9G/Swf1k906qJ7ut7BjrV6YtKHNxIz5enHS0TLhpzKlFDIDuvRNolMhsVsHy9MDasSqj8LQi7waJmCaAsLU902PgDBtHeg2slBIQ4oUJJKwMABb9aEg+2DZPSiobhRkT0XgOwtlZAHkRy2j4vGE4fMWy6fEy3XF/Q0IBhoQCs9AOKyThzyeYKmEihCVpVSM0nsv1kpXNiClrs9v5RWygwrZhEImqZBPKeTT+u+5kIG+zupyRFBAPg3k06pqEdxavAHAHxaloHogqm8Xg+2BiL4/Hf/OaP8xiE5ERASnAyfzSKe70d39Bnp63tAB8/7NyGS7axzgQwgnIKiOh9daAJE/BDJTBzvvAwAUnMvYWc5FEwKAgVLQfFig3BBV20XFvjAAwxB6mwEYzrW+iOr7Znlfw+mMR2foTKRgrMb0SyIiIiKatIrlPgY6dZ3zrk028hVrMPrDQPM8Xa7FEzBgegBfUAcRRwtSFwoZbN36CDa+fT92734VldHdnTufLt0Oh2ehsWEBGhoXobnpaDQ3Hw2vN1R63PQKmF6BQFQH+aMzDDTMMZAfBDJJif6dNgaczOt8GujYYKOjuDDpISaaDzfQcoSJQNiA6Z16gU4rrzDQaWOgXZe4SXZJDPbouuG1eHxAICYQqjMQjEsY4U7YvndgqW7kCr3I5Xv0JdeLbL4XuVwfbDujDx6tPEtVN99w6opH4PO2wuePl+uKB+oQDDQgGGxGKDwDwUBjqaTkSIHxvSGEgDksMqn/XSON5S1KKSiJUsBdSkDZCpalkBtUyCYVckkdeM+ngXxGopAG8lkdbC9kASg4dfsVBntGD7Z7/E6wvRhwjwgEYwKxGQZiLSZ8wan3t0f7j0F0IiI66CilYNs5ZDJ96Ol9A91db6C3dz36BzYjk9k9ZGfAsGciiBMQsI+Fx5oP5FpgZyOA0h1Fa8jz+0JO5o7T2SsuWl667VyPsp6oftwebZc9rQu+/+uG+8NAfKaJ+kMM1LfpRaWYlUFEREQ0uRQXCE0PSOx8w0LX23ZVkND0Ao1z9EKegThgCAMev0AgBvhCBjy+2jMZlZLo7HwZb228F9u3PQ7LLq86Go/Pw8yW42FZWQwktiKZ3I5crh+p1C6kUruwbftfnD0FotE2NDQsQFPjUWhuPhqNjYvh8fir6qgrp456/SEGcikgOygxsMtZmLRdL2rZvVkvfrrhLwXEWw00HVaxMKlvcvVRlVIY7JVItMtyKZYenVldixDQ2dAxgVAdYIb7IP3vICPXI5V9GzsG30GycxuUGjryqE0IT8WCmzH4fTH4/DEE/HXw++MIBJsQDjUjGGxGIFAH0/SVFtqsDI5PlhmuQjjZ9lXBfyfYXl/eUgy2VwfcFaSlkEsDmYQsB9tTTrC9IrO9kNXHWDnAyimkemv/e/nDQKTZQKzZQGymgfhME+EGAYO1/Kc1oZTa/1H2NMNV54mIpg8dMM8im+1HT886dHetQ0/vBgwkNiOd7kBlsFnICMzC4QjIY+CXR8PMHwaVa4KyvTWf2/QqhOoFIg0mQnUCoXqdxWMYYliQXAHD4to6+11vV0pnUxSPK2VYFO9XBuQBwOkcKghnuyo/T8VzFp+//JgqBfVREeAvPm4XFFJ9CpmB4d0DYQCRJoG6VgP1h5honGMgGDcmTeeaRsf+DRHtL36OlCmpSxCUL/q+lVdQNgADME3A8FTMHCvOFBOVM8SKs8n4XUp7z8or5AYlOjbqOuf9u2R5cUgB1M8y0HSYgegMPWXR4xPwO+VafKOUa0kmd2LjxvvwzqY/IZ3uLG0PBBowc+aJOOSQ96Ch/ggEg00wTR9sO4dCIY1Ecgd6e9ajv/9tJJLbkEhsR6GQHPb8QpiIxeagsWEBGpsWY0bzsWhoOBKGofvcSim9UGZWIZdSyKYlkh0K/bts9LfLqsx6iHJZmtYFJiLN5og/CkyUfEZioBgs3y2R7JZI9aqq0jmVvAEgGBMIxgW8kRSkfyvy5jqkchuRTL+D5OBm2BU/WFQyTR9CoRYE/PXw+XVw3O8ExkOhZoScwLjPF4Vpeid1YNxtUqpyCRnbCbbbeiZHJiF1dvsgkEvpMjK5QYX0gEQ+Vfv5hAlEGgSizQZiLQbiMw3EZpjwhdjek91Y+zcMotfAziER0dSklIRl5ZDPJ9DdvQ5dXW+gt+ctJJKbkUq3ozSnUXlhWofCUzgcPnsxfPYiiPxsoBCt+bzCUAjEgHC9QLjBg3C9QCgu4PED0haQloKC0FnrHqcuoTPXq1RipfRk+iKc26XHitsAXcaluFmUHxCl/1Q8V43tw16v8m7lg2LIw84daStkByX6d0oMdOhppqkenQE0lDcIxGcaqJ9lor7NQMNsc0pOrT0YsH9DRPvrYPocGS1IbhcAWQCkKgdg9Ners36JAecHcVXxI7rzpat00Ly8pomAIVDKsCzVNa4oyyZGDLwz+H4wsi2FfFqid5tE+3obPVvtqj5aqF5gxjy9KKfh/JDjD+lyFL6gGLGfViiksXnzQ3j77QfQ1f1aabtp+tHcfDRmtZ6MGTOOQzjcAr+/Dl5vsObzSGnBsjKwrCwsK4OBgc3o6dmAgYFNGEhsQTK5A5aVHnacYXhRF5+HhsYFaGpcjObmY1FXdzgMw4Rd0FnCubSujZ3sKtZR1zXUK4XqBBrn6Az1ulkGvAExbv+fSFsi2aV07fLdEoNOKZbcSEFVoxws90XyQGAnLO8GpOx1GEy/jWRqU80fGQCdSR4Oz0A4PAvR6GzEYoeioX4BYrFD4fEEYZrequA4PwsmjpKqFGi3bSCf0j+YJDr1jyWpXonMgP6OqMUfBiJNhlMKxkC8lVnrkw2D6PvhYOocEhFNVTpgnkUum0RP9wbs7noDfX1vIZHchHR6JxRkqRSLpzAPpnU4vNYCeK0jIfIzMKQQYIkvJBGsA8INBiINXoTrdcYOpIC0AdtWgBKleuKmR8AbADx+XUPS9AKmZ+TMnqnGtnSwwMrprJr+HQqJLhuD3ar2YkcCiDQKxFt1YL1hjoFIA7PVJwP2b4hof02nz5H9CZIbhhPwLl3v3XdcaVbYCCXfoJyZacXvToWKNVGcoDoq1japuoiK9VJEdcC9tE4Kv5OnGmnrMhOJLhvt62x0bbaryoJ4A7rOeeMcw8l6FfD6BfxRwB8y4PGPXK6lvf1FbNx4L7bveBK2nXMeEairOxytre/GrNZ3IxqdjUCgAT5fZJ/qXktZcILqWeTzaQwMvI3e3g3oH9iERGIbksntFa9dZpoB1NUdjsaGhWhqWoLmGccgGp4DKyeQz0rkB4FUr0TfTqfGeE9139QfBhoONTHjCBPNh+k61mP5+1dK19guBsuTzkKfqX5npkkNvhAQjBsIRG0g0AnbtwkZvIpU9m0Mpjchm6uxxhIAQCAYbEI43Ipo9BDEooeivn4+6urmw+sNweMJwDT9ME3fGFqaDjTbUpAFwCroH1QSnU4CUp9Cup9Z61MFg+j7YTp1DomIpgMpbVhWFtl0Cr09G9HV9Qb6+jcgkdyMdHYHlLJKpVg8hXkwC/PgtY6Eac2FkLWzZAzv/8/en8ZcluTnfeAvlrPd7d1zrb26qrvZ1c1mbxzSGkGABFkjzYxH0FgcQMAAgiGLlj4QIjDW0LAwMCyDMEYzEAxZ0NgjeKARhrQBS5bkkTRsWhabTTXJZnNp9lJdW9aW+7ve/SwRMR8izrnnvktWZlZmVmbVfbJORZw4cc6997x3iXji+T9/S7ZmvR3LhqK3FdFZF0glsJWfUBvrEIEwV1ogI4izRUIkpb1a7JNEEDvnMAVUpSOfWA6vupbPo6U6JfJUJ16tvn5p4a8ep/c+AVvhw2E1vllhhRU+LJ6k75FHQZI75yhmMB+6JvR/PvL2ayqqxwsnS33asQ9YgHc1sX4sv8oyAe9AgHP+OoJWUvLTyHftX59SYknh3saJMY5YKj742PGOd9Hn1GHVXfb5OKnznfPE+ezIcONVy803K0a3FvSNVLD5jLdr6W1KrAt2LV1v1xJlnKl0HQ7f5bXX/xFX3vqXTFv5gLJs29u1XPpp1tdfpNPZJo7XUOp0a8MPA2NKjKmJ9TEHB6+zv18r1t9hPL6KtSezbUa6w8bGS2xufZbtrVdYH3yBRF2gmAimRyGSMlirNNY2+ASdG08pzr0kOfcpTdr17/uqcIxuO4Y3TZPoc7JvKWanP2+pIFsTZAOQ2T4mfpdCfZdJ8QPGs7eYzq9zVm6iJFmn271Av3eZfv9p1taeZ3PzZZJkDaVStE5QKrmvhYoVHh846zAVmAryiVesL6nWh2db/axU6x8NViT6h8CTNDh81HDOf9hN6QeiQong9edVDyussMIKHxbOOcpyxmw8Zn/vDXZ3f8DB4WuMxleYzN/1E9NgxaLKF9Dli+jqRaTZOf2CwpH0KzrrtX+5prcVk2QCawNhXjms8xPL2o5FpRAnnjivFear77nT0VarT/YdB+9bhre9Ymd66JYmMDW6G0Gtflmx+Yykv7NSqz9srMY3K6ywwofF4/Q98qiU5CeI8qFjNnLMhp4wP4sIuR9I7cl0FS+IdRUJdLwYiyzI9zYpf7KtHrMs5VQ5jYQPqngAhM/p0vwcH8/twink+d0Q56fhvojzsy+8sMGjtWiwvNUq/KaPaPUX4th+6zpL/R/uWKVOEFrMLDffMNx63XBw1S69zwbnBTsvKNYveqJVKG/TkvbvbNdSFGPeuvLPeeONf8be3vebdqVSzp37cS5d/F+wvf0Fer3arqXzUF/raTCm9FYwZk6Rj9jff5X9g9c4OrrCcPgO4/E13ClS8DgesLHxMhtrn2V98AqD7PNQbDWE+uENi2lZ3kgF/R1Jmfs8QKeNVcETmtm6QHcmuPh9CvVDJvb3mczfaIQ8p0HrDr3uRXr9y96Kpf8Mm5sv0+mcC6ryxCdWlQ9+cWKFxxPOhd+stmr9hmv88+/Ka33bJzEdnJesnV+p1h8kViT6h8DjNDj8KOGcH4Cayieaq3K/Em4qh6sgCB1CCKFXZOrED+Kk9t5rSt9fiOMKK6zwyYFzjiKfMh0fcePGH3Lr5u9ycPgDRpM3oNporFi8wvxFVPU0An3qtXRWkg4qOuvQ3VT0tjTdjQiJ9guAYZINfqJUf0/pFKJYIIO6XEUfHxXTR4G2Wr2YBbX6Ddt4q5+m7FERDM5L1i8tkpbG2UqF8yCxGt+ssMIKHxaP8nvkLJLclD7h4IO0W3HOUUxhProPolxA2vMEZjYICcaVFx2ZMiwyt+qm8r+RpgxKxQIexoxcyONE+2nKeJrIupq4F5xMOr5Ieu5OtDcK+BN9T17juF3N0vFT+i/qp1z/WCL1+jW3bW0aj3klkNL5JK9yIQBb6lur8nVrv96kPEXVf+8E/cl2Gn98W0E5d+y/b7jxI+9zXrbGS2lfsPOiZOsZnzTTWUGUfrBdi7WG69d/k9de/x94//1fx9qaSRZsbLzExQtf48KFrzEYXCZJNkiSwT2poGs66WGOm40pvBWMmVPkh+zu/pD9g9c5OnqL4fAdJpObNHmPWkiTTdbWPs1a97P04leQsy8wuZVxdDwxKf7v3FkXxL0ckhuU+nVm/D7T8oeMZ29j7UmrGfB+8d3Oebq9i/T7T9HvP8PG+ov0+08F3/KaLI9Xc4sVToWzC94tn1qGN3wUxfTgg1XrcccvBvV3vB3M2gVFd+vJVK1b61+nM8Eip1qo+a1xDM4pdPzwXteKRP8Q+CROMtsfXFM6ytxRzes3r1ceSOFOEOO1sqE9wPUJdEQYSPhBiI5BJUFBocOApb7O6sdkhRU+UXDOUuQzxsN9bt74fW7c/F0Oj15lPL2CLJ4jzr9ElP8Euvg80p2e6FNqQzIoSAcV3Q1Jd1PR3YyI0xhhtZ9kV35yjRNNqLJOPGGuI9HYs6y+hx4NarW6KRyTA+vV6rW/5MHpCqBsrfZWl2w+rVi7IJ/IRdl68m/Db22Z+/tQFVDlzpMrhWPjKUlv83Sv/geBT+L4ZoUVVniweFTfI6b0i69VeYwkdw4hl0lyoc62rGijJspr25WaIL8vonwgyEI96YkPFanmwkJAI1wqlwn4Rdkm5c8+dlZiuxXuHw3ZfoJ8Dx70x33ptTiVzG/Pg5UmiDcEONh7z7B7xTA9WNAzKoad5xTbz0vSvsAagYoh6QrSniRKz46SPDq6wmuv/SOuXPmXzOZ7TXunc44L57/CpUs/zdrac3Q6OyTJ+j3ZtVTG8fvvGn7rrYrXbxh6qeDyhuS5bcnz24pntgVZ9OCSeZ4GT6z75KXz+X4TuXp0+DbD0TtMp7c5zVIlS87T67xMlz+Cnn8Wo2+Ri+8yMX/AZP4WlTk7yWens+PV5b1L9AfPsL72PP3+s8Rxt+VbniDlwxvLrfDJQK1a99/tLdX6be/L/0Fe690NwWBH0g9e68dV680ideXzfdV1a8AZF4RnBCI7uFFUdR+3EKcFgW27//GF74YnNKcfq3/jz3BAavC1n0nYeeF0Id2DwIpE/xD4uE8yrVmoIGwJxdyHjJnKNcoAIRdev/dLMNUZjNsfGocPEZQyDC6kJ9ebEEXdWvV/AomSFVZY4SSsNRT5jNHRba5f/w63b/0Bh8NXGU/fRZXPE+U/QVR8kSj/8ZOkubDEvYKkX5CuVXQ3FP2tiKQXeb9AGzU/5i4E8tZ2LDqFKPEhrTKoy1ffK48PjqvVj6631eqOfHJyeCI1DM5J1i9K1i9LNp9RZP0Hr1Z31lEW/rexKsLzzAPpHWwCfLtvWyI2ipbSMBAbtZLig0L+f+yPRzz/tYeXNOrjPr5ZYYUVHj4e1fdIlTv23jNojV/wvsvf71OJ8qAqnw/dnQnm04jyQJZ/WKL8UaIWR1WnEvEL9Xtdr8qgjA8k/lIS00Z5fdLq5DQ19R0V1/V+neRUiDOvdfIai8dfPNbJa1vLguwJRE9DEh2v1wRS1SKQ6t9rw5n2Hg8dAjafkuy84D2RjfHv/yjz78UoE2eqMYtixJtv/o+88eY/Y3//1aZd64xz577IxQs/ydb25+j3LpIka0RR966flrGOP3zf8FtvVvzh+4b5SavyBkrCub7g8qbkuS3JczuKZ7cE6UMn1vOQvHTGdLrL7t73OTh4jaOjtxmN3mM2OyuxZxuCLNui271Ar3uZ/uAp1gbPMVh7njRZazzLlUofik/8CivcCdZ6Dq/ttX5003v4Tw/cHVXrKg4RP+bhRD89WFigQogSKEEUfO5PlDz75Zcf2iPe7fjm4dH4KzwWaAjz0lGVXl1e5X7w4K3EXLM6HiU1Yf5gCAkhBUr6VfbQsvS8rPXPoRjD3NSjtbBiL71CtG0Po1phdR8n1WjjU1hvITTRWre8X/kVwSZSTZ4y6Dw2IAXq23qiDVp9afW9q/OWjzfXWmEFwNqKYj7j6PA6N67/Ljdv/T5Hox8xnb3nE34WP0GU/3ts5l88QZoLbcg2pnR3cgbnBIOdGKVTpBiAS7yVlHHYXEBYjFMJpIlAJ2LhXf4x+574OEKIEBmQeDXVYAcu/dhCrT49OqZW3/eDwsNrlsNrFr7jr5P2RUha6pUWiPA7V7pFWdQkQa36PoVYqEnvEEb40F+/NEhZIWSBkDkwp5wL4OENDldYYYUVnjScJqw5kyivFeV3QZTXtittsjzp3h9RfmpkbohAWoyhRbs4ZRzNieMnxujH288YgwtZ/762On3EaHR7gaPHHauz3O7PaZ9/sr05HiqNpUtzD+XS/tK9P+3vcOy+4k6zExItdWZLeXmcuK8jIgNBf4LUr5aVnwDdTcG5Tyk2n/bWMQ6B1ILORrBrSU8f21pruHr1N3j9jf+Bq1d/o5WIU7K5+WkuXPgKFy98lW73Ilm2SRwP7lopbZ3jh1cNv/lWxXffNUxanuKdGF46r3h2SzKvHLeHjtsjy62Ro6jg+pHj+pHhd64YoPTE+kDw9Ibk2W3J8zuKZzYFyQMk1msleJKs0e1eYHv7cw2xbsyc8fgGu3vf5/DwDY4OrzCZ3iRJ1r2yPPiWr609R5Zto3W6pC5fzStWeBwgpUCG7/ekqxicU1x+ZfEddCfVejsnwHF4WyrnN+EQ0iKEQQgDwiDEMqENBTg/f4Ec3AzcDOdm4KY4NwXm4ZwCKBd1USKownVKRLimL+v+5kSejGzt/87jME9akegfEyyHe3jCvJwtFHA+BNIhg8I8bkK/Ppofg5q4p1m8FUuvwxmHyaGcBt+9Wn0QLBlUINhVJBrPutq/7qOCq739LKeQ4gui3ITFg0W4jO9jnVv29WsGjq4Z1AkZKicGlW55v64LEOH+1ZdC+D5isQt1l+O37yzi/azz5GLwKWWrrUXy1xEIIlgCyVO8BFd4smBtyXw242j/fa5d/x12d7/L0fBVZvl1VPWCV5rn/34gzZdXdYUyZJtTuts5gwuCwXaC1h0E67hKe4W5FVjpo1WiDuhUhARa9Wd/9Z75uEAFyzAyQbYm2Xx6oe4u55ajG8tq9fmo3gw3X384zPfCI9UhVE18l578JgcxQzAFJjg3AkbgjnD2CGcPcXYPGCOYgZgjxAw/qDwpAYnSn+NxGByusMIKK3zU8ES5Y3boI5PumygPSvKGKO/dv1fsaVG2dVLyJkdUBEkPVCTDmH7Z+7sJWa/rLHy926TyMoHsltvaPx+1X/jxgf1SvXWcuyD22w/TJqyPkdVw9lxjqe44Oc84Jszx9dYcoyUUQoCsy1PnF2Kxz8JutO3Dzin79f12rXu7RPY7sbhnEpQI81dRv/DWfQiv0eEQH3Cfj5P59XsEfLJ7qb1dS9L1SULPmt8eHLzBa6//I95++//HfH7QtHc75zl/4StcuvRTrA2eJevskCbrKHV3kW7OOV6/afjNNwy/927FaL44lkbwqXOSF84pnt2CLH8T9r9N0t0ievrz2PgSkxxujx3XDy03A7F+uybWDx3XDw2/HYh1XRPrm8eJ9Qck6hOiIcMBut0LnDv344FY91Yw4FAqbRTmUq4oshU+OjhncabEmqLZmn1bYqt80WYLrClxrb71MaUK+tsF3bUSczmnnDuKWYKtxjg7wpkR1oywdoitRjgzY/nH5S5wlz+lQmqkSpA6WSqV7vm6TpE6RUWZF8/pDBWlqKiDTvqhHNDf/sw938+HgdU3xBMI58JKU02YF3XCz+BJZAHhGuW27tQKjg9PNBVTnz14vGsxFcQdsfiR7wiSzocjQYUIBMop6vVFcqFF4p8wWllKbqrikCCwlRRG6Xt7Xm11uLWA9YlU22S4tcsKAhfC/hyLfriQgLU1iG1CEtuDPwm6Va/DIY/fgzvcubt+bXd6zb6yPGg+qRKpR5zN4UYd36g3HRhOU5AsFkXq8fwiIU97oaSVyEeJRaKemmivE0WtCPePBMaUzGcTDvbf4ca1b3N79w85Gr1GXtxCVcGeJf8P2Cy+iLTrS+d60nxGdytncAHWzqVo3QW3gatUQ5qLSBB3Ic5kk/DqXsK5V/h4QAifU0PHXq3e34aLn1koyGe1Wv22/12aDV3jP9pYki3l8igRMg+E9gzBBBgDo0B6H+HcPs7u46o9TLWPM2NMNWZJnh5+F2qcNuQMX/WgFi1+gNhB6S1k1PGDxaiDjrvouMf6pU8/nBu5wgorrPAEYbRr+eZ/M7srj/K2kjztf3iiHE7xcW3ne1KgpCDOQCUCrb1a+EEIelybpD5Gmi+pr8+q19c4dnxJ+X2XxP5pZHUzfyGMy6EhuZeI76Z+Ckl/Sn2ZSD9+vYc37msWJ+D0+33KvfPnHTv/+N+jnirZU+5zuL/1PXe2Jv79mCXd9sT5WXYt8/kRb775T3nzrf+Rg4PXm3atO5w//yUuXvwamxufodu9QJquE0Xdu7qHzjmu7Fp+842K33vHcDBdjGxiDS/uSF48r3h2E7L8R5gbX2f0vX/F0fj60nVU3KO7+RI725/lma3PET3zCia6wKSAW0PL9UPHzZHj9tCyO3IUBq4dOq4dGn7rrUCsK7gwEDy1GTzWdxRPbwjih0Ssr/DxRv19Z8JncLl02DPa633roDKGfHrIfHpAOR8hyVGuQFEgXY50OcLlKDtHujnCzpB2BibH2QJT5UvEuLN1vU2Alzhb4j7I+/GhQyBVvEx46ySQ2wlSZ54Aj7LQHghv3UHFXXTcRyV9VNxBxz1klKFkjJASkL4UEoFAhFXJpgzE0OMe9bEi0R9zOLecLKZJ+BnCwZxbJPyUGqK4Jos//BvPlI7xnifNR4GgyM9IXtBAQJy1yPWOIO4u1+PO/RFhjT3MKep1H0IZErbNYWatH+yKZWWIjn3mealoBjO1VUrtfWcqWuqFljrcNg/ZqAw86S2W/PuEBKFb+0tfAqe/7tobOJ85ipmjmPkFi7LenxLagw1Pa3B59sA1VFsqiJMD01b/dtsZA1nfJu488D2tLfRXWhCl3r4hSgVR4hc9dCxQsQMJrhSYnEbBX1+k9tIn3GMZBvK1dUeT2Ccks60J+bbS/XH/Qn5cYUzObDph7/abXL/+O+zvf5+j0asU5T6qeo4o/wni/E/SPYs035jR3c5ZuygZ7CToqAN2A1fJYFPkVeVxB+KORMc+DPlJ8R5d4cHB2coPJIPKwpd1vcCYOa4qmjZT5SSdnI2LOf3NnKqYYvIRphxRlUNM4etmOqYoJywx3/cDoYJKIvODx6iDjjqeGI+7qKjrB5BRB52uoZMBOhkQZevopI+UUWuAqBBSIYT0g0chkSp5IPdxhRVWWOFJRtb3ilwhIOmd9CdPHwBRXke/HleVQyt3k4a4C1EsT1mUffBjlBOk8/1d5YE8l08CTtha3vsVHsjzaKeoO92upeK9977BG2/8E65d+xbWVaGvZGvrs5w/9xUuXPgy3e4Fsmzrnuxa3tszfOvNit9927A7XjwPreCFHckLO5LntyGb/QBz4+uM//B/ZjS9tXi+UtPZeJ6qmJKPb2CKMcMbv8fwxu8trpUM6G6+xPmtz/Ds9ivEz76Cic8xKeDG0CvWbx0tFOulgfcPHO8fGH7zTU+sRwrODwTPbHnF+gvbistbglg9+Lw4K5wN6xyVgcL45LJl5eul8X+3sqrrfoGkqKCsfN33Df1MIKoDSV2XC0LbLRHbvs+C8G76Huvfbmv3eTDohu3uIZxBUqIokXjSXbkytBXNMU/Il0hZoGQ4XpP0wqAwaGFQ0qCERQmDFhYtHVpalHRE0qGkQ0tHpARa1aUgUoJISbTWQeXtN5300XHPk95RFx11kVHmvz+E9HOUQGoJoZpSBNLrQdlAP2lYJRY9BR9V4i1rF+o6W/mEn6ZFmC+IyEV28AdFCjrrmB7WhLkvp4cLJUMbnXVBf0eiY0/05hNHPvX1u03AEmecINeTQLx/GKL9xOtqDZCdWU4+2JZXt8nwmqRdIsbF/Q2WnfNRAsXUE+BliyAvWgR5OfuAsNRPCITkBMkepZ5QjdKFIlXH3spHhUUjHx3gQkhpawISiHQhFuqhOsGkkmJJ0d5YyqgV4V6WM+bTCbu3X+PG9W+zu/8DhuPXqKojVPVsSAT6E0T5TyDtxtK5Qlnvab5dMLggWTuXoKME4RJsJTHGIZxAhb9j0gle5vHKluVhwdaKM/ziVFk5pgVMC8e89OWscMxKmBWOvLRIDJGs0JTouhQFkShQLkeLHGVzNDMkc7SboewMZwPx3ZDfeWu/WOzXqotW3ZkC9wjMyIXUgQjveHVE1PX7gQTXdZn0iFJPfut0nShb9+c0A8uTJHi77XHEKrHoCius8GHxqL5HhjcNkyNL2vlwCT3bqvJadINYtmDRMaiEJVW5F2d8sseDK3y02Nt/lddf+8e8/c7XyfPDpr3XvcT5C1/h4sWvMeg/Q6ezQ5quo+5yIf7GkeHfvOGJ8xtHi8m+kvDctuTFHcHzO5BNv4u9/nXGV3+NarbX9BMyorf9adYufZm1y18hGzyN0jHF/Ijx7R8w2Xud6cEVZkfvko9vchpBoNM1upsv0dn+LNnWK0Sbn8dE24xzx42jlhXM0LI79sTrcUQKLqwJnmlZwTy16cnCjzusdcwDQV2T0mWLoC4q15DXRU1sV5AbqCpHYX17dYL8XpRVfV3rmrr5qJLtPiQIDNJVvsScLF27zQZOSGGIMERYIgwa67Qv0Tge3/efFKClj/rXErQSofT7UdiPlG+LlCDSEEkR9lvtErQO9VZ7XO9riKX/XY0VRLXQkcCtQbOI2a632xwO6yw2lKmKH+pv8t2Ob1Yk+il4lJPMfOIoc7uU8NMaQDiUFA1Z/iAHcc458gmMg8J8tGsZ752exTfuQH9H0t+W9LYFvW2Jjs5WU5czyKeOYuLIA8G+qN8/0X5C2d7xxz4qawdrPBleztwyIX5cQX6P1lIq8ir+OAuq3MxnYG/vSy2auMHjoYZ3Feq51L9l4XKn0M9jfU72d6f4Jp7s7yMFFhEVZe4o5z753/0uIkh1knjXgXivCXcdh0iEmnivb2HrM9UsmshWBEOwg1BaHFtYORl9sLT48gRNuJxzlOWMfDbm5o0fcOPGd9g/+AGj8etUZoyqniYqvhQsWn4CaTeXzhfSkgZ7lrWLkrWdBB2nSBJsKTCVn6xK7f8OcQeiRDYLIZ8EuPD5aLw4OVaeWXdLfSvjSe956ZgVnvBu6uXi2LyEvHLkJeSVrxcV5KWjqBzGPbz7Ll2OpkCRB7VFjiZHUqCb0Ed/zO/ni77k6NZxVRP4wqClRUtDHBQWWjlfVw6tNEJFSBUhVRzsUXwIoU76ROkGOl0jztbRyQCl0yeWBP+wWJHoK6ywwofFo/oeqXLH3numlcfpbCxyKi0SQDoWUYxS+zlVPTasbVfux/Lxk4C7pQeepPHuk4LZfJ833vinvPXm/5fDozeb9ijqcv78l7lw4atsbX6GTudcsGvp3dXf4fbQq7p/5+2KqweLv68U8MyW5IUdwQs7js7k97A3vs7k6jcwLeJeqoTezmdZu/gl1i59mXTtMlG6ho57J8ZMPlJwji3nlPNDRrd+wHjvNWYHV5gdvUc+OZ1Yj9INutsv09n6LOn254g2X8HqLUZzT6xfO6ZYr07hFGIFF9YXxPoLO4pLG48PsV4ax7wZtzsmtZClFreEY7NiMaafh751PS+9+vujhsAvvNSbDlZXWgaiVvpcdvW+PrYvpX//qTB/lmF+vWgTKBGiygW+3tpqkZzCQHUI+R4uvw3zWzC/iZ3fxM1uYGfXEWaCCER4TZIL7HKaBpWgki1UuonKttGdHXS2Q9S7RNp/iqh33luaSA1InBA+bwLCuzxagUNQGT/vKi1UlV+E8IsUUFm/Gevfv8b4sjKLdtP08WWt2G9vVbutVuMfa6vrjxPqv62UDiksQloQFoTBiQpLhaXEiIKKAuMKKlFQupyKgr/y1U/zJ1547qE9v7sd36zsXD5CWOMz5pZzi6pDBpNaOfvgvuir3DHas4xvL6xZyvnJfiqC3rakvy08ab4jSTp3PzgSorZjELB9ep9GmT2pFeyBaK8V7S2ivZh5C5Px7tkDuSjjTNuYJDyXe1GvmPKkfUo5XSbIi5knfe8FUUogwmtSvEWWB4I8ysQ9KHE/foNWU/n3RhWI9TKHKhDui3ZPvNd1F5I75RO/IHW3KxZKe6K9rXTXSYtwXyLe/WdDKJ8g6kSCpDaxDkuKdkIpa//2OxDxJyMgHs7f2DlLWc6YTY64eeMPuXHj9zg4+CHD6RtYM0NWTxMVXyTL/7eBNN9aOl9IS7oxo7tTsH5BMdiJiOIuQmw0pHk1q5P/CrIN8bEnzauWQsMrPfzgtww5Faz1SpB5BUXpmjKvnCe5y0ByV145kodwx6IibC6ETT6IZ7v4G0RuQsSEyE2IWdQ1s6CsiDEipSLFiARDEsrY14moiHEL02+sSChIgP7xh/vwOOZDXqNWVfjBe62SCCoI6ctaRRFpfzxSeKVE2E9qlYR2xJEhVjbs+2O+/7KCAlqf+/Ba61K29pu+pxxrqy2etAW4FVZYYYVHjTofUZssX1KVS4FKIE18xJvSD0eQ9DjCOdvaTPABNk2btYaqmpLnQ8pyRFGMyYsRRTGiLEeUxcTXqym2VlY5G0bWLghmahHPwvy7rruWcsa1FDmuSZxUn9/q22o7tW/rMZfPB58plNb5rhmmt20IRL1A/oFt3qJAiraNge8jpUJQL7Sffq4MC/LLbWpxnaXzwnVb+8bMefe9X+P69d9qovKEkGxvvcL581/i3PmfoNe9QJpukSSDu0p+eTCx/OabFd+5UvH23vIc6elNwYvnJC/uWDrj38be+FWmP/h1DotR00fqjP7OZ1m7/GXWLn2FtH+RKBmg4u4duQqpYqSKIRmQ9M7R234Za0psNcdUc8rZIaNb32O8+xqzw0Csj29Szg84fP+3OHz/t5prRdkmve1Pc3nrs7yw9QrJi5+j0huM5o7rR45rB5ZbLcV6YeDdPce7e4Zvvu6tYGINF9dkYwXz4o7k0rpA3SWxbp0fk09zyzSIWOqyjuKclwtxy7z0RHheE+BhrD8vH6S1yAINid0Q2i0iO4yFa5J7SX0cjkc1+a1aimO5GEv7MTTEWhA34+aaCPeiRiHaY9nlce1p7bI9Ng4Vcco+AmyVU0xuUoyuMx9fJx/fJB9dJx9dYz6+TjG5faqP+HFDIxX3ibNtomyTuLNN3N0m6Z4jW3uadO1ponQTpWMvzJFR8Ol+cDhTVPWB9bPP8+T9wvPd1VY21JY2PqrAmEDqWy/KqgJ5X0cc1HPZygQCvm47Ts6H8wtrKYyhMCZEKjgq67BWYKxfXHBW4pz/7qxhXRBOGhH+QmffYxm2CMhC243R1Qf6N7lfrJTop+BRKSyscey9a5HSnZk85H6uOTlwjYf56LbPYn8cQkBn05Pl/W1vz5INxGOhxFgi2k+o2T3BnU/uXtEeZZwg2SGQ5C2CvJw6zD3kcRDSq+UbpXggyeMMohZBHmUfzpqm8Xy3NMlL4RhdfIdP8amf8A/42J84LE4+hmv/+NXHWpOT+hon5ivhQJOgaEnBzVICozvZ6Djn/15VINxrRftZSveamL+XyIA26qS1x+1kaoW7rJXukVc86dqrXQuUdgtiPPi71/eg7RlfJ2lq7kNNwqvF5HBZAS9O3rdjRLy1FWU5Zzo+5Mb1P+Dmzd/l4PBVxtM3sbZAmsuNyjwuvoQ0yytgQlrS9fmCND+niZMMSLClX/zALSvN/YKEvxcflwmrc8eIcuMHxLMSxvli8H44dRxOLEfzBTleVPf9tjsVSlTEIidiSuzGaDsktkcNCR4RSPHT6m5CpBxRlCKTNWSyiUw20NkmUbZFOrhI1j2PjLpesucUFonF2ybVda+2kDhaAzMnqYzw98mKMFATTRhoo7Qwy0qLeiC3UF4s9o1Z7lOFNvMRjVykWIQyqlbYY1NXC0L/tJDIZmKiRTNBUdKilENJw8vnE3b6D0/fsFKir7DCCh8Wj1KJfuvKtMlTtGRrqf2YK0plsF/xZLmKQIYEOovxh3hsxyIfRHwvCPAKY+ae+M6HFMWIogwEeDGmKMdU5ZSymlKWU6pqdsqW86HzgqzwSNDvP8X581/h4oWv0u9fptM5R5Ks31UizOHM8ttvGb59peKt23ZpTndp3RPnL2xV9Ke/hb3xdabX/w22XCQ9U1GH3rnPsX7pK6xd+hJp7wI66aPiu1O83wvaxHoxO2B883uM915rrGCKyW1OG0HHne2gWP8xsu1XiDY+R6XWGM8c14IVzI2h5fbQsTt2p6pxEw0X1yWXN/zcqx3NOV8SvHiRy4NGLeiI1IKcjlUotSDRPqFrogVJBKkWJJGvd2LIIkEn8QIPJT2HIzmNxK7rx8jsM0nvVp1HM4+r8hHz0XXy0XXm4xu+HF1nPrpGPr5BOdv/4IsISZSue4I82yTubhN3djxJvv4s2eApdNJbEOQq+thGnZ6GOrmqxf+e5lXFsJhyUEw4LMaMyhlHxYRhOWNUzhiVU8bVnHE5Y1zNmFRzptWcqZkzNzn2Xma2TiJRCBchnUagkU4TkZGKjFhkxKTEIiMiJRIxmgRNjCJGEqGcBhfxf/hyny8/vfnBj3mfWNm5fAg8KSS6c475yDUe5uPblvH+6eRy2hf0gsK8vyPpbt6L6vnxQ9trPJ8cV7PfO9HehtRBNR7U4tExgrxWkOvkwfywHCfJfem1GCHvfZMss/H1Pu07f2n5tqVyPP4UT1n5PZFUR4THPn69pcrJa35gP2gmQ9aG5LhmeYHAQZPNvkno2r5eTcK3COTGTqW1Lcj4NrHvE7guq9vbqvegdD9GzD8ICElDvtcJbnUg4VUUSPeakNeBpA+lDzd2rT9mKN3i2g6DtRXOleTVEdPpFUbTtxjPrjCavMZ4dgVnK6S5SJR/qUWa7xx7opZsY053u2T9omRwPiKOMwQxtgo5G1wIi44EcQ+ijxFpfpaqfFY4DmeO2yPHwcRxMLGeMJ86xnf5HhHCD9qTyA+OE+2IRUkspmg7JrIjtD1EV3voahdV3SIqbhDZQ09+B7W44ozRvFAQrSHjdVSyhko3iLJNonSDuLtD0jtPNrhIlHSJVITSEVprVLBCuV80nuun2NXYdvsxRcVpx5qkQbWSIpT+WKtfvahRBSVF5TyR3/rbmRBGWbmF52M7/LEh9tskfUuRsVBn3PetuWd8+TN7/Ac//cxDu/6KRF9hhScTv/iLv8h/9B/9R/zcz/0cf/tv/+0z+/3ar/0aP//zP8/3v/99Ll26xH/4H/6H/OzP/uxSn//+v//v+Rt/42/w5ptv8uKLL/Kf/Wf/GX/2z/7Zu34uj+J7xJiSa1d/h91r13CU3lZP++jSOsLPK3v9gK9WAnvC3KsQZJMArZUcDYGU2iuGEQihPbkkFbIdFghhf0HIi/Z+EHjUsUjLY5/Ffk2CV9Xck9+B+K7J77KcUAby2xPdU6pyRhmIb2PmoX3+wHKGCKHQOiOKOmidhS31pUpROg33S4QITNGaE4jmVYeLBZ2NaPq3Fy8apQiEv0+rLzWx11KTtO6fwP/mCylbfQh/g5rkE+Ephr9LeDY23HcIpbNhrOIA41XrzmKdpZ5sOOfCvq9TL2LgwjVc2Lc460vqRY9GXW8DWRWOtfeXjoV6+7GAtbXnuHD+K2xsvEync44s27gru5ZxbvmdQJy/ftMuqZ3PD2rivGRt8huYG19ndvM3cdUiLF3FPfrnXmH98ldYu/BFkn4gzqPuIx/XLxHr0wNGt7/HZPdHgVh/72xivesV7w2xvvljVGLAcO64fugV6zeHllsjx94ZxPoHoRZSxMEH2hPfbYW2CMR3iHBskd9p5NuyGLK4JcJQYsmixG/eRrTeV+FrqT5Ww793wqKbNThbLepusU+z3yrrequd09pPOZelfYtzVdivH7sK/Y4/r6p5XrbKA2F+A9NaxDkLQsXE2cZCRd7ZIu6eI+1fJF17mqx/CalTpIoQMkJI/VDeu6Wt2J0PqayhcgbjLJWzGGubtsoZKmt8mzNUdenqtmpxTriGsca3OUNpfWmaPov9yob2emv1XfRzmOP9wlbaikk1p3wAyfikkHRUTEcndHRCqmIy5ctUxiQqJlUxiazbk9CekIiEKPyNBNKrM53/HndOoIREOIVA4X8BJFoqPn9hwFp2/3PWD8LKzuVjiHK+sGMZ7/r6aQSfTmg8zGs/8yh9somt4xAiENqZoLd1eh/nPAF6GskOx+1UFgryszzf7xcNSV4nNGqR5LiFsrgmyeMkEKhRmCgoERIffbxDUesV0no8a4N1Q0OwWbcg4E3IwG3wRLxt3dtwv+voTttWvodwUSGCDVCvRcQvEe8LpbezjqqAqvAEfFU4qvLYfgGmLstjbSXNYkA595/j8Irv+R6pYC2jYudJdTXHiCHG7VO6XUp7i9LeoHS3cHKMkxOcyNHFp+nm/y5x8ZWzSfOdkrXzirXzEXHSRYjYK81LRzFdkOadDRGSvNb+8k/e+9G5dsKcZVX5pHDsjix7Y0+W10T5wdTd0U6lm8BWT7Ddk2x2YT2ZElV7yHIXVd5AzW8g8hu4fBc738WNd6E84m7fB0JlyGQNFV9Ap+sh0eUGUbpJ0tkiG5wn7e0Qx52gstCPTG0ha7nKXeP+3zPHlRS06u3QRmfrdteQ8I1foFv2FazJ+gWxHx6jbrOBoK8chbHBasdSGCiNYVLljKs507JgXBbMq5LcVBTGURobVPVBvW8VwmkkUVBkhA1fHpSHwMMj0VdYYYUnD9/+9rf5r/6r/4ovfOELd+x35coV/vSf/tP8pb/0l/iH//Af8hu/8Rv8lb/yV9jZ2eHP/bk/B8C3vvUtfuZnfob/9D/9T/mzf/bP8o//8T/mz//5P883v/lNfvInf/JRvJy7Qp4f8q/+9V99hI9YE7tiQSDXhHxDoreIWnHsWCDfF+cJrKmojCfArS0f2POMdIaOOmjdIYqyBRGuUrT2JHhTVzFKJUiVNmS5khEIkPUCQrAvkWGhQcq4tagQxg6iJsJrUrxFjjfKnprcXhDiC7p9QZq3X8tyW63yOX7uKX3ucL0FFuOrttVMXR7XEdb2Me1+C9uaVr9W25LVTHNuTZa3z7VBBNB+jJpIp1EMKRWTZdvBruXORNGssHznbU+c/+i6XVrw3+oJXjoneWFrzvr01zHXf5X5q7/NyBRNH50M6J//POuXv8rg/OdJeud93pio85GO7WUQduikT9Ldob/zMs5W3mO9mlPM9hnd+B6j3R8xO3jLE+vT2xSTW+xPbrH/zjebayW983S3Ps0zOz/Gy+dfIfrMZzGyz3DuuHrgifW9sUNJGgV4rCCJIFGCNIZIC9JIkGrfrpX36W5bp9Se3TXJLUVY6MMhbI4zc1w1w5l5WCCYYWczTDXHhEUzU4Zj5dRv1QxTzkLbzJ9T1X18ac0DUno9BlBxlyjdJO5sEnW2SDo7xN1zZIPLpGtPE3e2UTpBSB2I8odLY86qnLfHt3hzdJ03hte5MrrBO+NbXJ8dYO5HpfkYQoAnvAMRnqqYjorJtG/LdEKmEjIVkeqYjkrp6oROlNDTKbGMUGHBWgqJkhKNQkuFlhIlJJHU/jitfuG3UoV9yfH20+es1rmlRaSPEk+UEv1BqjDuhMdBiW4qx2TfNYk/R7cd+fgUWxYJvS0RvMwl/R1B2n84YYvOevsMUwYPwuOSZucWFh1tMvJYHXF80PNkwzm3UFM3ZHntXXWSJG+I0BZJ3th1fIxJ8oeNmjyvifal+rFjtnIL5b9p9eUUFbwXtVBLYpr3+LH3Nyfe66J5XqbiVMK9KlxDureP+9I1JLwzD/A9ISzZRk53u2DtgmJwPiZJkxZp7l+3kCFUukNDmut48bqeBNxJVT6cL1Tlh1PLwdRxOHEMT8kXUUMKx3qSs5GMWVf7rMub9HmffnUFXd7E5oe4cgjlENxdTpiFRMVrqGSATtZ8Asx0jSjdIO0Fi5XuOXS6hoqyJWJc1kqLh6S2+KTAOEtpKkprKaqKYTlndz5kLx9xkI99WYw5LMYMiynjasaomjGpZkzN7L4G04lM6KoOHdWhKzt0VQfhNP+757/E/+r5zz2EV+mxUqKvsMKThfF4zJe+9CX+7t/9u/zNv/k3+eIXv3jmHOiv//W/zj/9p/+UH/7wh03bz/7sz/IHf/AHfOtb3wLgZ37mZxgOh/yLf/Evmj5/6k/9KTY2NvilX/qlu3pOj+J7ZDbb5V/8y3+PqppRD8ROVfQutbtG+b0gSR+vaa5XfHeIdAcdZb7UnYUSvEWCK534MhDhfosRQuGcbRbH6+TYQkgEwb9bKO9LLTVaxZ54EqE9HF/y+24dW+HxRVFafu9dy2+/VfKDa5ayJe5Y7wg+dV7w4uaczcmvYW78Kvntby95RUfpRkOc98+/QtI7R5QMkDp74saRnljPsdWMfLrH6Ob3GO++yuzgCtOj9yinu6eel/Qu0tv+NN2dHyPd/jx67SWcFTjrSW5RzXFmhrOB+K5mWDPDVXNsOWsR3HNsILprgrtuq5X0tvoQPqIfFiJEcLR8+tu5AlgqVVj8qr372+2hHjz92+3CExeLhbiQEKzpK1Wr7/L5UkVE2RbZ2jNka0+jU+/zL1X8SK1WDosJV0Y3eHN4nTdH17kyusU7k1vcnh+deY4SEi1UQwrXJLFq77fIYRmI4YZERnoveepjqjlXhQXNU89ZavePp8I57fNkuJ4KxHZzHEkkFR2V0I1SOjolUups4vtUgvveiO8nDR87JfqDVGE8bnDOMT2sCXOvMJ/uO05b3sgGgv5OIM13JN2Ne0uceS+w1gXPY+9BKwXIqE4eKpskgY1COKj8XFAH14l/nPWh903EXB3r/4SQ72eS5M6HJMog1LiTknxFkj98COEV+6fnp7jzPW+r4BvvzVqdGuSotTK+TmpVb40NjfMRBovI0NprpXmQxp5FBAU80mFtiaMiL/YYT68wmrzFbPoO0/wqs9k15sUuOIWwXYTrIW0PYXsI58tYXiSW59FiC8U6wvbBZDgTYUuFNZK4V9LbKVm7qFg7HxMnXZRY9wR+CeXUf85UJEgHPsLjSSHN76Qqn5WOvaAq3w8k+eHMl3fyN0zElDVxkzXeY2CvMKheZ82+Rc9dR85Pl6Of1ip1FojxAVEyIErX0MkaUbZOnG2isy3ibAMVd1A68yHUj1hF/nGFc64JmxyVM/byIXv5kP18zH4+Yi8fc1CMOMwnHJXThf9fOae6j5D5VEUMog79qEM/yujrjK5O6eqMrsroRAmZSsmk3xDSR8k4v9hqHSih+Pz2hYdwN1ZYYYUnFX/1r/5V/syf+TP8iT/xJ/ibf/Nv3rHvt771Lf7kn/yTS23/9r/9b/P3//7fpyxLoijiW9/6Fn/tr/21E33uJE7K85w8Xygeh8Phvb+Qe0SWbfO/+V//f7h583exziBaFh4LnDE+aXfyMt8TpHvThg0aCbtIZLlEztdEfPs8e+Ia3rqjnVDTImREpNOgBI/RKm7EGrUzST3Vk2I5IWWtEJcy9pZrMgqlbvWpCXGJEBopF+0fZq5hQwRXWyslOLa/mss8MpSV5bvvW377rYrvXzXMWxqNfgovnVe8sDFha/I/YW/+K/If/S6T1jgm6mwxOP8F1p/6Gv2dz5F0t4NVS+cjeDUPDkJqdKwh7hJ3tulvfxpnTaNYz6e7nli//cPGCqac7ZGPr5OPr7P39r9+5M9XyMgvbukYqZKguk/8pmOESlC63q+3FKVSZJSh4w4q6qLiLjrqIGr7EqEQQiOUahHagTxpWSX5z/HxtnYESDvC45TIkHZ7u9+Jcx8vOOe4OT/k7dFN3ghk+dvjW7w7vsVROT3zvK5O2UkHnM82uJhtcLmzxVPdbS5lm8QqoraUavzmwz9vJda6T4imb73P0v7ivi161PezvecbxBnX5cTjtP++J5/fx4X4/ijwRJDo4/GYv/AX/gL/9X/9X3/gAPLv/b2/xzPPPNMMBj/72c/yO7/zO/ytv/W3HisSvSocr3+zYPeKZbJvT01oGaU0diz9HUFvS6KTh/fFZI1XxZoqcNwClBbEXW99outEiie81M9+TndUBz8m5PudSPLmi+o4SZ4I72GmQ1Zq5b3Um+SRKzxREKImtU89+oHnOxsmHMfe4zYQ8MZYqrKkLOaMxlcZDq8wGl9hPHmX6fwas/w6lTl7UqpUQtbZJo0vksUXSePzJPE5kmgjeFk7pI5QUqB0QRRJtA7hhEqhVA+Jbj7fxcSHGSodSPPaniX5cElwHybOUpXPS8dwWnH7aMbe0YzDScnhTHCUJwzLDu70PyrCGXpcZ2DfZc29x8C9w5p7lzX3DglHp//VZYzQa8jYJ1jScRcdd4njLjrtEiV9oriPTgdeOa47SB2jdNb49NVefTIowx43Fblzjt18SG5K77OH99ez1mGCf6jBec896/xkG9Py5bPY4Edqbd13UbfBk886hw2+fbY+p3k8T1A0x9ziusZaLLZ1bPmapTOMigmH5ZRxSI5T2HvPCBVLHUjxjH6U0dMpvagmxlO6UUJHp3RUTDdKva8fnhBp1ChyWakRSUUktS+FRku1rBARkt5dJA1bYYUVPhn45V/+ZX73d3+Xb3/723fV/8aNG5w/f36p7fz581RVxe7uLhcvXjyzz40bN8687i/+4i/yn/wn/8m9v4APCaVi+v2nsNZQE9nAwhajxpIFx8KGo2Xm0fRxjqbPskJ0YcexbLlxvF/9kKcfPy6AklIuEeBSJgvlt1QNeX4WOf6g4H9Tl63MSmMZzuBo4tifWPYnjqOZYzgzGONa9hShjt8X0vmS2q/ZLfk31+fUlhZSgBAOHcp2HxWup5p90fRRwgVLjPpYeB6hvyD0k9Y/N+mtNOK0R5T0fe4kahJqMTek3caC/5PQLG581OOyylq+f9Xy229W/OH7hunChYVuAp86p3h+fcS56dext/4nite/y6wVFRd3zzXEeW/nsySdmjjPHujzLEzFbn7Ejw6vcqGzwcXOJl3tvY4/Cgip0HE3EOtbDbFuTY4p5xST2wxvtYn1dyhnB+FkFcbpcVBDx029JrmXS2+TVJPdSmeoKEPF3VDvouIMFXmhjFTRMfV3reAWLCnDEU1kyQr3hsoark73uDK6wRvD67w1vsHbo1u8N7nNrGVldBzrcZeddI3z2TqXsk0ud7Z4urvDhc46HZ2SqIhYahIZESvd5HdY4ZOLJ4JEf9AqjOP4KBQWSsM7v1thwmqy1N6WpU782duWJN2H+yNuq9qexXnbEdlSorY8jz+M0v1+1cEfRL7XquD7Jd/Dk2uehV+0DSR56pM+LpHkOqjIVyT5CqdASIGSYG2FpSAvjzg6usLh4VscHl1hPHqP8eQ60+lN7B0IvTTZpNu9RJadJ0vPkybnSONttBoEL2WJEDHCxUiZoUSKlDESr24QQiNQfj5X+cIUDoN/u8uotSgWlOYPK5LlfuDcgijPi4rp6BqTo5vMJgfMpwccjiv2Z4qjPOWw7DO0Wxy58+SsAXHYlqHdlLVAkA/cu005cFdRwkI0AN3H6QHoHiL6SWTUQ8Vd4qRLkvZIsz5J1ieOUuJIoXSM1EkYYNfJa5QPl64TloV98RiHRpe24s3hdb5/+B6vHr3H60fXeGt8g+mDyqb7GEELxSDK6NWbTunp1IczKk+Kd0NbL0pJpI8AUDIkt2ERMunJ8IhIKmKpUdIT4FpIVAjvVE0o5YIoX2GFFVa4W7z33nv83M/9HL/yK79Cmt794trxMWpN9i6p4k7pc6ex7S/8wi/w8z//883+cDjk6aefvuvndL8QQqPlOiiBkgqlFFKp5nf2o8LZBPrx9ra/+sOBCcmyrSPk3/Btk9wnQN+fOA4ncDQ1DKclo2nBOLdMCsW0is8UGizP0R6fceLdQrojFBVSGKSwnpAXrvGwVlKilEKpkGBda5TwHtc6jOmV8r7XWoESAt3aj6T3xtYqlAK0Dsdl3V7vg9aSOFwzUv45tIl9vwjveOu2J85//z3DuGUvmEXw4jnJ82tDzs/+Je7Wv6J84/vMW++/pH+RwfkfZ/2pr9Lb/ixxtvFAiXPrLHNT8u74Nr+79wZ/sH+FV4/e59p0v1nUOp+u8/LgEp/ffJ6v7bzEU92dj5RUB0+sK9lBRR3izia9nU/jnMVWOaaaexJdCE+cn2p1siK7HzfMTcG749u81diweL/yq9O9M6NJJYLNpM+5bJ0L6TqXuls81dnimd45NpMeHZ0Qy4hEaRIZE8kPF9Gzwscbjz2J/jBUGMfxUSgshBR86qcj8qmjvy0Y7MiHapvgnLegMGXwg3aLRIHZ+nKiQCnFUpii9Rkww35dr8sQKOLjgzgeBnS/Xz4Pk3z33u5VIMlbliuNkvzhDnhXePJhbUlV5UwmNzk8fJOj4RWOjq4wGl1lMrnOfH7AacolACk13c4Fut0LdDrn6HR2fBKhdJNIp4BABR9LpVKiqEsUZY0Xpj8WI4RY2Aodf8+3Iz3C09CxQCePB2lurQuKcq8qn89nDHffZLz7KuP9t9k/GnM0lxzZ8xyJZxiKZxiKr2HFSZK8RsfdZM29x5q4wbq6zbo+ZC0a0Ykd6D5WD3BqgNV/BBkPkMkArTOSSNCJFWmiiaOIJNFEShFpjVQLQryZtH/IMOmPAtZZJuWcHw2v8sPD93hteJXXh9d4d3z7VJW2V33JJuSv9vqrk6ct2sSxNnnquU3oIIs+IpwvxbHrtq656FNPNuWx6xFCEr3iGyHQQtJVnhzvRSk9nTGIMzKVoKUMKnFPese1KlxpT4Y3HoOtTXofwpooX5HhK6ywwqPAd77zHW7dusWXv/zlps0Ywze+8Q3+zt/5O+R5jlLLg+QLFy6cUJTfunULrTVbW1t37HN87tRGkiQkSfJhX9I9oZiN+Pp/939COEOkBFGk0FGGjLqIqIeO++hkgE4GwSJtgzhdR+kUpaSPwpMqROMt6hJaqun7n6O09lrtH+4117DOLSW+NkEcZCzMK8dBSHx+MKk4mliG05zRLGcyd0xKxbRKqNxpSSkVcIxQdZaMAzK3S8ft0mGXzO2iKHBIHAqLauoOGfYVTtTHZet4u3+rTRw/f3Gs7ru47vFrHn8esul35j0UMbYWVrSt8c90a3u0iQIFISJU1Mkp/UJIW3Ee60CcDw65OPsXuFv/E9Vbr9LW06aDpwJx/jV62y8T1cT5A4hqq6xhXM740dFVvrP3Bt87eIc3htfYL8Yn+q5FHY7KKTfnh9ycH/Lrt37A330VtpMBn167zOc3nucnd17m6d5HT6qDH0+qyCvH42zjI30uK5yNcTnjyugmb4yu8+bwOlfGN3lnfIubs4MzneYjodhOB5zL1r0FS3eLy9kWz3TPsZZ0yFRCrDSJikhkhH6MxU4rPL54rEn0h6nCaOOjUli88JMR7/3gfcAymdCE8FEnXgDahPXxBDk1od2EHTZhiBZrHc44TCUwpV/fltIiIoOKDToxoC2VNhhgNrO4qT32WHWd5cdtRiMtEv2YF9MygV4rMRZZ7AlkCHjvlUUGeBE8vAKRLeprH79eIOzF4rGFEMG/0JtVW+sl6sZWVNN95uPrFMMbFNPb2GruV5LbyS/EQjFSP9fjK9FNQo5wjLBKKWgl65CqeW4yXPd48o4lr7I6gQeyefyGqDu2+i1QqKRHlG2iVCup4GNmCfEkw7+HKqytMKakKIZMJjcZDt/l8OgKw+HbjMfXmExuUFVn+6hFUY9e7yLdznk6nXNknR3SdJM02WjCdqWKUTIiintEUccT5TJuCPMPSvBUh6rejw/8o0BllsnyvLSMx0dMbv+I/b132TsccjhxHJU9jsRTDMVXmYo/40+WnLDXUZSsqV3W9RHr8ZiNdM5GVrHRUahkgFEbWHawaITwn48o0mitSLSkEyuSRBJHilj7LYqij81nxzpLYSoOywmvHb7Pq0fv89rwGm+NbnBtukd1SgLMSGqe6mxxqbPFpc4mT3W2eLZ3jlSFyWcd+tz28aubg1VW3bb4c9Wue4vz26GPzbd6c+1lr9uaQG+d3lyx7T94HM3zELVqPKjBWwR4OxHQCiussMLjij/+x/84f/iHf7jU9hf/4l/kM5/5DH/9r//1EwQ6wE/91E/xz/7ZP1tq+5Vf+RW+8pWvNJG4P/VTP8XXv/71JV/0X/mVX+Gnf/qnH8KruH8cjIb8Y/N/8zsWKEG6Es2UiCmRmxEx9ftuRMRNIjdFi5xIGCJliaQlUgKtIdaKJIqJ45g4zUjTLnG27vOUJGtESYZSPtJI6aB6lwql/LhcBsVw27JELNXvPI44zU7F2gVZnleWoykcTAyHE8NwVjEczxjPcsY5TEvJtEqZ29NUxUnYlhG5cSDGb5O5PTruNh0O6OgZmSroRIY0Eoioh4zXENEAlQxQyeeI4jRE8orFTFQInGt+qHFhfubnib7dtX612+NQd6xfAyFbM0zr/eUpF/1av9XOCQQuPDY+2pja3kdSpyKqyhxbjLHlGFNOfCLIco4zOcbk2KrA2gJbhbG+k1g0VsQYNJYIi8YQh/YIQ9S0WyKMSLAyw4oEK9JQxlgRYZ0O5yt/bSswxxg/R3gfwBKxHyl4fkfyfH+Pi/N/gbz1q1RX3mBhgy7I1p5hcOHHWXvqa/Q2XyTKNkJy0Ptf6HLOkZuSg2LMd/ev8Pv7V/jB4bu8NbpxwgZDIHi2d44X+xd4tneOpzpb9OMOk3LOW2OvCH5rdIP3J7vs5kN2bw35jVs/5O/96J+zlfR5eXCZL2w+x9e2X+a5/nk6jwGpvsJHB+cce/mQK6ObvDnyqvIro5u8O7516oJNjUzFjQXLxWyTS50tnup6G5Z+lJKomER6sjxW0UoEs8IDxWP9jfWwVBjH8VEoLAB23/7X3H7ndQwWlWQIlYRBWBiwLRGkyivVhW6RtTWh6wcWzipsJbEVOAzIEqFLVJwjVAmq9KW12JnxHmHB/8S6sG8rHLY55pwno5vSVr7uDLVxughEeJt8XpAcdejTgghvJ6aoCen6dRMIEsLrIpDLsibNlxL/OATOK8uLITYfYfIRrphiiwmumGDKGa6cgjVLwzbhFsM7cXxA9wRACOWTFabr6HSdKN0g7mwRd3dIexeIuzvE3TrjetyymXisP/IPFc5Zb7cStrwYMZ3eYja9xXR6m8n0JrPZLvP5Pvn8kDw/JC+OMHfwUANBp7MTVOXnvao83SJNt4njLkKoJiGU1ilx3EOpNJDkkU82JZ9sEte6Y17lxvuUz3LDeHiLm9ffZv/wkMNxyVGRcWR3OBIvUYkfX1zkGBeQySkbyYzNnmCzY9nMDJs9GGQSKzIcPYzVmHrxSmoiJehoTRJLOrEk0cKr1/QidPbjgposn9uSg/mIV4/e44dHV3lzeI13J7e5MTtc9osNyFTM090dLnU2udjZ5HLH+/51dMIg6tKPMlIdk6kQxthaoFxhhRVWWOHRod/v88orryy1dbtdtra2mvZf+IVf4OrVq/yDf/APAPjZn/1Z/s7f+Tv8/M//PH/pL/0lvvWtb/H3//7f55d+6Zeaa/zcz/0cf/SP/lH+8//8P+ff+Xf+Hf7JP/kn/Oqv/irf/OY3H92LuwvIeItulDOvBMb5QYIVEQVrFKx9sE7A4clJA5wxjFNu7gl5xmh2iciJREEkK3RDxEOkBZFWJHFMHCckaUIad0g7PdIkIYn8Qn0UNqU0Kkx9SgPjueFgYjiaGIbTOaPxlPGsZJLXyvGUme1gl6blCuiF7di9cQUd9oJ6/DYdt0cmj+iqOR1dkEWGLAIdp7hoHaEHyHgNlXwBFXeIlSSOBGkc+UWFOEZrRaQjIq3RWi9EHGcsWC95zjtPsNe3vSa3G2LdccoxmmNCiFOOieXzwnNp2ppjounh6vOdz7Hi56xhTmsX816ffNILZUxVUBUjbH5EVQyxxRE2H2LKfVw5wpVjbDHEVWNcOYJq7L1D7xFOdXB6Axtv46JNbLSJizawehMXrWOjDZxMWJt8C3n7VzHvXCE4lwKCzsbzDC78OOuXv0p384WgOB8g1dkRmndCZQ0zk3NjesDv7b/FH+xf4bWjq7w7uY05JrhIZMSnBhd5vn+BZ7rbXOxskamIRMV0dMJG3KWjU6QQ/Pjm8xwWEybVnIN8zFujG1wZ3+St0Q3em+yyl4/41u1X+dbtV/l//OhfshH3gv2LJ9Vf6F9o8sys8GTCOcfMFE1eonE1Z1hMGJUzhuU0lDMO8jHvjG/x7uQ2k2p+5vX6Uca5dI0L2UYgyzd5pnuOi511ulHWKMrjEFW6Esms8CjwWH9DPSwVxuOC3/zGL2CsH9n5xXkFMgKpfYiakLhAQLtAPAdTlZAZ3mLxBLdzBofBuQpOIU8+sTjTEmaBQOMvLAjatgVha7IZtxYIhPOKR+nax1mUrr42CFcvFLjFKPJY3TXRBIvStfYd3pvDVnOcM5Szg0UylDMgVEyUri3I9myDuLND0j1H0jvXkO4q6iyIdhU9Uf5ufpFnQY4XxZhpIMans1tMJ7cacnyeB3I8P8KYu/d91jqj0zm3pCrP0i3SbBvdJIvyVitx3EXrzgn7lQ9SlT/uaBJ7Vp4sLyrHrIS8hKNpzq1b19nb3+NgXHA0jzgym4w5jxM/sXyh8NYSGAbqkI14wkbXsdWP2erCziAiSVOsGHjVj4gx1n+uKrnwm0wi6MRhcqsEcfCZfFwTo94ParI8tyW5KbkxO+CHh+/z+vBqM/Dcy0ennjuIOjzT3eFSZ4sL2TqXOpvspGukIRHmWtQh0wkdnZCqaDXoXGGFFVZ4wnD9+nXefffdZv/555/nn//zf85f+2t/jf/yv/wvuXTpEv/Ff/Ff8Of+3J9r+vz0T/80v/zLv8x//B//x/yNv/E3ePHFF/lv/9v/lp/8yZ/8KF7CmdhZT/nFf1fyvbeu46oCYwxFHd1mBVUFpREUFkojKYygqBxlZSkqR2FkOC4praa0EaWLKFyCCxMDI1IMKXM2lx+85hDvgSsVWK+KFwWRKNGionIRU9ujJG16eTuVsz2qU7dPx3lLlQ57dOSIrvbkeCeqyCKIowgXryOiNdBriPgVdBQjpSRSgiTSpElEkiREWqGVIg7keKQVOoo/IaKauyOY/fwrCMmCcMy1hGM+MWWBMyWmnFMVQ4rpIWV+SJWPqOZDqmJElY8x5ZiqGGPqrZyAswgzRZgpMr965+dCeNsJSWfjBdYufpH1y1+ls/48UbYeiPN74zOcc+S2ZFrmXBnf4Du7b/L9w3d4fXidW/PDE/3X4i4vDy7xXO8cT3d3OJeuo6UiC+PH9bhLJ4wfk2NCoM2kz9PskJuSWZXzhc3nOQoE6kE+4cr4eiDVvdL4oBjzW7uv8Vu7r/H/fO1XWIs6vLx2mc9veFL9U4OL9KJsZbnxCFHb+IyreUN8D4vpEgk+KmdMyhmjas6knDOuZkyqnEk5Z2Lm2OMZlj8AAsFG3PV+5ZlPUPtUtsUz/XOcS9fIdEwiYxKliUNOopXA55MD5xyYEmdKRJQ8Fr9fwrl7fJd/xPhjf+yP8cUvfpG//bf/NnBShXHlyhVeeeUV/vJf/suNCuNnf/Zn+aVf+qWlQeSdMBwOWVtb4+joiMFg8FBeh7MV/+9/+JOnqgUfPMRy9nepkCKUUiPFQqUspUbJqOlzVn8RVIoOGwYfntSvCX6vFA9Ev2sNSIIiwB+rwoCl8qF1psDaEmdLP3AJynivPm/du9Z35pI7e7BNcbVq3b/0RpXg2mT0RwAhFDJ4Kzf3vd5veS6rcN+ljJq+Sno1swrnCGfBGqSpEKaEsoRqhi2m2GJMlQ+9Zc1dQkYdomQNna4RZxtEnS3izrYn27vnPeHe2UFGQTn9CCxk2qpxayuqahrI8VtMJreYzm4xm+155Xh+yHx+SJEfUZm7f91apyTJetjWSOIBcTwginvEcZ8o6pMkfa8YFwqptLdb0Rlx1EPrpFGT1+ryJxnuFFV5XnqyfF459keW28MZ+/t7HIxmHM0UR9Uac87+noyYsi5ve/uVzLA1SNlai1nvKHTUwckMIyPvXSmiJmxaKUEkIYl8QqVYi0CYB7L8YzR4Ok6Wz6uCdye3+dHwKm+PbvLO5DZXJ7sclafbB20lfZ7pnuNyZ5OL2QbnO5usBVV5ImPWky5dnZKpmEzHK4XPJxiPYnyzwgorfLzxqL5Hysrx7p6lCMGv1lmstUFV7DDWegtHRxAT+QybvvTzC1yFsBVgEYR5SRAFFJYgDqgoi4KiqiiNoSj9+KcwwhPxRgUiXlO4mNLFlKRUdCjJlixHzkLkJoEY3/WWKnJMT8/oRJ4c70SQxAoZ9bHROk6tI+JBmAcIn7xSR8SRJktiktjnbtEhh4snxzVa6WAXucLDxAmyvUW41/NXa+rElYdU+SHlbEiVH1HlQ0++FyNM4Un3Kh9jqxlJ/yJrF77I2uWv0Vl/xougkv49EefGWWZVwbic8r2Dd/n9/bd49eh93hxeZ1TNTvS/1NnkU31Pmj/V2WY97hIpRaJiBlGHtTiILoKX9P2gtBXTKmda5QzLKUfFlKNizJtDr1Svva6Pq+AHUYeXBpc8qb7zEi8PLq9I9TugVoGPyhnjcsZROWVUTDkqp40yfNRSiI/LGZNqzricM63mTKqc3JYf/EB3AYkgURGpiklVRKYTUuWjXTs6oatTLmTrXO5s8Wz/PBtxlywszMRKr/zKHyGcs1D5hUJMhTNFQ1pThdK0jtd9qwJn8tCn8PtVGc5d1Jtzm2sdLytf2ur0NrtY0R78H/8e8fNffWj34m7HN0/8TPp+VBiPA4TUfOYzf4Hd995GSD/wEc6ALcH6N5qrcv/GNDmYGc7MwM6WrEhgYU1CaGvvK52hkx5S91BxBxl3kLqDin2Wahl3UXEXoTtIpYInt1cjSx2HTNVqQZgGhby3aFE4V7UGEL60rsJVJcbkOFNgiilVfkg1O8LMD4PtygST+8GDPYMYat0tkAqdrKHSNVRae/b1kFEXmXSRKsWJ4JWHQKiF57RUCULHnvxXUeNZbm3pvfBsgbEl1pTeI88YrC0wtgi+2J7cN6bAmNyH/9kcawrfFo4t9kM9nF/DOYNxpok+eFgQQiE7GimyoK6XLUW8Q1qvuBCmAlMhnEW6CWI+QcyvIQ8W76NaUS8A6UDHXXRc28h4hXvc3Sbpng8WMjvEnU2USsO9j/z9b1n91KR4vYhSllOms9ueIJ/cZDq7Hcjxg6Aa98rx6pSB31lQKiFJ1knTQJDHA+JkQBz3iaOeJ8mjATr4BzaJI0OpdIpWKVonrcWMqFGWP0lK/dNwPLFnaWBWOOYlTAvH3siyNzbsDWccDCcczgTDsochwv9snExA1nE3PVkeDdnMCjb6EdvrA7pZBirDqcs4kWBljJAxVmmsBK0EmfJEeRLVJLkvtfp4WYlYZylsRW48WV7YiqNiytvjm34b+czyV6d7Z4Y2Xsg2eLZ3jsudLS52NjmXDryfpNDEKqIfZQyiDpmO6aiERD3ZdkErrLDCCit8MhFpwQvnpCfQAWe977XDJ9z0bd5Wrm6rS2Md1kEVknNW1lJVnkQ31uKsxQQy3jqLdRZnrL9WbV1pSq9QdhbpLAiHsBaY45ggzXs4M8EUc8qy8FtlKI2hrByRcnRiRxZLdNzFqjWcXgf1nCfehUQqSaQ0WkdEUUQaK5JY+5wtNTmudbBZER8rAcGTDC8mUx8Y7VyjEZEdI9sX+xXWlAgh0ekaOu7dNXGem5KZKdibD/n9vTf57sHbvDa8xjvjWyeSx2uheL5/nhf6F3mut9NY+mmpyVTEWtylH3Xo6DgkZH8wJGYkNWuxZi3ucpHNxk7m85vPMypmHBUThuWUN0fXeWt0g7dGN3lnfJNhOeU7e2/wnb03+H+98av0dNqQ6l/deYnPrD1FP+p8rMlW4yx78yHXpvvcnB1wY3bIrfkht2ZH7OVDxkENPqnmTKsc+4AEmrHUpComURGZij0BHiwfOyoJ0awxHZ3SUQmdyBPjPZ2yFnXp6oRYR0RCNXmJlJRIJCrkJoqkWvmVPyC4co6dHGAn+7jJPnayjx3vYye72PEedryPmx7gZkO/wFyT1Kb0P6RPCFx593zQw8QTp0R/FHhkCot8zvf/za+BK9FKYI30nuZOIqRBKoeMCnRikZFBaQvSYosppphgyjG2qMnoCTb3oWO2mGCKyb15tkmFjDphyxBR5kudIKIOKuzLuOf910JiTGssrpxi8iFmPsQW9XMYN8/HVR9smyFU7InxhiTvo5K+f7w4Q8gUIeoPuEBICUHBLVSC0mnw/lZI6cvGS/6MAadrWaaE4XdQs9hFe1Cu14579ZXqD03tCyiECz7uy0lPCYlOjSkb0r4m5GsC35oykPg1aZ8vE/M2DwR+TeIfr+fYB7RqfNc4hWCvF3ako6Wkj1E6QUcddNTFSUlpC0ozo6hmFOXkjsk5j0PKiDTdIE3WSdJ1knjNE+PJgDiq1eN+UUUG+yPViqbw3uRZoyAXjcpft7YnW00OrWRVrp48LluwzAvHaO64PXQcTBz7k4rDcc7BxDGuzk7iLF3OwL3PGlfZiIespwWbPcnGoE/cu4iTGU52sCqDYG+jdOwngcGCpVGVB79yrbw9y8cBJkzEfekobdWQ5uNyzlE54f3JHm+PbvLe9DbXpvtcneydqvqQCC53t3m2u8PT3W0uBjuWKCwC1qqOtahDN0qbAe7HeSKxwofHSom+wgorfFg8yd8jznly3SvbF+Vym1tqM9ZhTIUxlspaTBVK41Xx1jmcCb/9xvtvG1uBcygVEpwrTRIp4kiTxG17FU+Oa/nxyt2ywsOBdZaZKZhVBe9PbvOd3Tf4wdF7vDG8zrXp/okI945OeGlwiRd6F3imt8P5bJ1YRiTKE6TrcZdelNHRCZmKPzJrv1o9P63mjKs5h/mYo3LKm0fXeWvs1epvj29S2mVuo6MTXup7T/Wvbr/Ej60//USR6rkpuT7d5/psn5uzI27ODrg1P+T2bOiTss6POCgm9+xcIBFeAa4jUhk3+Y5qIryjErJAfHd0QleFMvIkeF93SLXPjxRJhRLqVBJcCokOpRQCJeRKuPOA4JzFzY6WifHxPnaytyDFJ/vY6QF2egjF3fMpHwihQCpQnk9DKgh8SlNXx9qVDnUd6mpRr0WsdRnsg5tzVOSvpaNwTgQyQurI13WMUDFECfrcC8i4++Be6zF8YpToTzKElKT9S+STOUYaRFQS6QIV50hVImSBc8HexBkqg2fDnIUoRkeb0NkK11KNYlwKTzBjDbaYYMtZINaDP1tIwGnyEVU+wlYz3zcfYc/w1209a1TcRScDcJZitu/DNz4AKuoGixC/Rdm293ZL19DJmv/wBDJbOBfI8WAxoxOUzrySXvoPkVTaq+Rl3HxZn/zSXuyf9oXuguUMtSVN4zXvjhHptnXMhnPtcjuuSVwDxie0cb4EGxTpi+sDjce5t5lptbs6O70ISWPrBK41kb9IotMkZMVhXRXU9FVD2htbk/flgnyv5p6Ar3JP0Fc1IT/39Zq0t7UCv8K6cklVjwiWkWf+TlZ+szOf0OmD3iIONBItNJGMiGRCpDNi3SGOe0TxgDhZR8c9dNRFxj7CQkU9lI69SlxnRLqLjjohmefCEkepCCFaiZKeMFjrGkJ8QY4viHLT+IRCVfm20jhmhWOce6L8cOI4nDoOpoaDiaUwx+/FIrly4g5Zc+8wcO+yrvbYSHM2O4LBoA+dpyG5iBPPYWWGijL/mdQxcayJI00aQXqKqvxxVVA557C4JQK8Xa/J8bpunKFylspWlLaum6aPxZGbgvcne7w/3eX9yR7Xpntcn+5TnrK4GQnF070dnuud45nuDhezTbbSfjNkjqQmVRFrUYdelAVbFq8yX2GFFVZYYYUV7g5CCNQHDkVO63D6+NE6dyYh7yCQ475ckUsr3CtqG5RJlfPq4fv8wf6bvDa8xpuj6+zn4xP9t5MBLw0u8Xz/PE93ttlMBigpSVVEV9d+5ikd7QnVx+U9qYSkF6X0opRzgO35xYLPbzzLuJxzUIwZlTNeH17jrdEN3h55C5hplfMHB1f4g4Mr/MM3/2cyFfPS4BKvbDzHV7c/xec2nmXwEZDqzjkOiwnXZ/vcmB4EcvyIW/MjdudDbs+P2M9HjO/SelUifKRp3GUt6rCedFmLumy0FkG6KqEbZfR0SlenREqfIME90a2WSHAV2lYk+MPHSbX4wYIUn+zhxkFBPj3ETQ/vXSEuFSLpIdI+Iu0h0gEyGyCyASJbQ3Y2EJ0NZJSAij1prb1jgye1PbFduzb4n8IgDA2lbxLBxuz0PtR9lsSld+633P/xx0qJfgoelcLCOcfhrUOEtKhIoGOBkKJlfQH+zSSbpCfUWcadAet9xXEWW5W4oEi2psDZRV/fh+Z6SBEId0+8O2d8MpRiTJl7vzbv3+bLcn5INT+izI/O/DDrZI24s03c3fZlZ5so22yIcik1zgR/wvA0vK928PqOMm8voxOkijwpJ6NAlD+ZxOdxHCfqa/J+UT9J5jd9GqK93vehqJ7YNk34qSftQxb69kLAMaX90mJAi7CH8FaxbpGwtl4AMAbjSkwx9YR7OW/IdhMsiIzJMeWMqpo2ZL2tFqS8sBZlLcpUSFOhLaha1X42I38HCGSUoUMUhY46qGBRpOO+J93TdXTSQycD7/ueDIjSATpdb95fIuQMeFTvNevcEiFujPNKJ+uC1YqltI6qcpTGkReOaQGTEmY5TApDnhtmlWNeOPLKMS8FeSWYV5J5JU8hyY/dOWfocZ2BfZc19y5rvMdGMmGjI8m667jsaWznGYg2cehwf1OiKCaOItI0phPLhao8eJXrD56dPlC4huQOxDe1GnwRom1apLixltJVPrTbGkpXLZ3vcBjnMNYwrQpmJmducqZVwbwqmdmceVUwt967fG4KrwoyBfOqYGpyZuG8035cUxXxbPccz/XPN4k/N+MeVXiuSkoS6Sc7tQ9lFiY7q3DHJw/OWVwxxxVTv5VzKCZ+IF3MoJjhyrlvL2dEL/9RogsvP7Tn8yQrSFdYYYXHA6vvkRVWuDcsBFQLTXGbgqlbqzD2PCom/P7+W3z/4F1eH13lyugms2OiNYHgmd4On+pf5LneeS53t+jrzJPmMqIfez/z2nrjSRZeOOeYm4JpUKsfFmOOiilvjK7z5tAnK70yunkisjNVES/2L3r7l+2X+fzGMwzi7oci1QtTcns+DOrxQ27ODrgdiPHb8yP28hEH+fiuvcUjqViLuqzFHQZRh/W4y1rcZT3usZX22Yr7bCa9MB/wnuGeHNeBIJcLu5QVCf5I4dXiQ098t4nxcU2M7+Mme77tftXiUYZMa2K8H4jxNUQ2QHbWEL0tZO8cqr8F2WBhXRwU5I1i/A7uDCsssFKiPwEQQrBxfuOBX3fJd61O3NlKemKrAlvlwf+7AOe9+pROibL1wKIGtbOUDeEOAlvNqHKfuBKpiNINonTgE3qakBAU770tGjV5hNIJMksbNXlDlKsIIT8Znr2iWWF7NETYcaX9cZK+ra5fJvXtKccXxLxzPkzVWtP4xS9sahbvN1sVLbuZKiR/skRIlBIIJ3weAGMRzi4ls3C2wNXv02qOqWbYcoYpp81Wk/u2nFJ8oK/+6ZAqRkY+P0C96bjnt2Tgt7SPjvt+wSm81uZzZUrv7W7C/ahakQCmCmG97eMVhZXMbcrMZsxNSu4y5jYjd11yOuSuR06XnB6565PTpxLZsWeuuFsjxtiN6LlrrLl3PFnu3mEgbrLeEcTdi9jsMi57Bpt+AXTHJ45NOqRxQhxHdJKITpYSa5/YKlIQSZAPMezYOtt4PJZB4W2C2rtyxqu/w9aoxMPUxIT3cGktcxNI7ipnbkqmxpd5aJ+Hx5hXNRHuyfJZlZ9Jgt8Lejrlud55nu2d8wmbutusRV0KW1K6CuqkOzJmLfa2LH6ys0r++bDhk+jkDYHtyrknu8sZrpgGcnuGa5HcrphBXQ/n0qq7MvfXrOYhuU4OpvrgJ9NCJ8oeKom+wgorrLDCCk8qjtvmnRo1iA8DqIlph48WqOs1ahLbBrFRm+C2YW7kr2uwOCq7iEqsnGlEHMZ5MZMhPAfbEnLgn199LR+taJuxqg2lwVHYincnt3ljeJ33JrdPJNmMpeZT/Yu8OLjIM91zXOpskCiffLEeR3o/8yT4nH88RGjg59A1ibxFn6fZYW4KPrfxLNMq56AYc1RMeHN4gzdH17kyusFb45vMTcH3D9/l+4fv8stXvkEiI17sX+CVzef46tZLfH7zWdbjHloq79Ne5dyYHXJjts+t+RE3Z4fszofcmvtyPx9zWE6wd6kQ7qiEtbjDWlCQD2JPkg+iLlvpgK2k5/MYqcRbrwRbxkgsVOSR1Cty/DGAK2eUV75N/tqvU733XU+Qf2i1uN9kUIqLzhqys47sbyN755G9DUSULWxUapW4DDYoq/fER4bVLP1jCCEkQkkfkvEBOJNwr5OcVJ5otyb3JKfuEKuEKF3HOYOUGhBIoVFZHxV1FwlJVfSxU5M/KjSq2WZwaIM61g/IFoqGMCA8ZbDYHij6wSCEoWWjTvf9bEjUVLct2gO1HtoEDolDABokONkJ12ur5J2PlKiv4RzW+IgI6wyJ1MQyohsUtrGQaASREGgHOtjfuGBNgzPN9QmbtRZr5phihqmmnmgvZ5hyhq3q0pPvppxjq2k47gl4G8LnbPCdr+aH9/w3ckBJjzlr5GJALtbI6zrbYd+3N31Yw4r47h+k9dsoXEXCiMQNSTgM5ZDEHfmSEYkYkTIhERNSMSERM6SSiPQcLnsal17Gpn8S0gs+h0AU0U0ykiSlm0ZkaUKcJAtV+SMIP3bONYT53BSMyznDckJuK0bFlEkgtL3qu/SbLZr9mvyu1d+zRg3+4Ulw8EmYumFC4kNgg29g3aYW7XVbqhIyFZGphMJVFKbE4dBCgYCtdNAk/6w9ClcDoXuDMyV2vIsd7WKGt7DDm7jhLR8O2Sa+yxwqX7qqJrlzqB5ugudTIXXw9fMhk0LHy6WKkP2dR/+8VlhhhRVWWOEhwy7Na+5sm1cnYh+XM47KKaNyxricManmTKqcadja4oc6MrAhrXELgjyQ19a55thS2cxflsuPEmtRh5cGl3m+f55nuzvspOsICYn048v1pEsvjD8znXziohXTMH7eSHpc7m5RmIrPbTzLrMo5LCYc5WPeHN/k9aNrvD2+yVujG0xNzg+O3uMHR+/x3135dWKpeaa7Q2GrxjLmbiCAfks1Pog6DOKM9cjv1wryTCfEKiJTniCPpV/0iKRaIstXc4DHE+boBsXr36R47RuUV7599twhzpCJt08RaR+R9ZHpwJPi2Rqiv4Ps76B625D2vdd34yeuFwT5J+wz/CRjRaJ/wnFvhLtbItuds96zXMUhiefqB6CNDyLCjV2oa2t7idKWlHahamirFUztGQ8QEprWFlMC0RDq7UFh+3G94oEwiLQLRURQbbQHsMttbtHO4vUsFBr21MGvCYNVYwPpbS3dKGUj67OR9JqBRkfHgAiDCb/i3ol6dLKYWPms3rEQaCGJ6giJoIh3wXt+YXVjcMYsFONnEPHOlFTlDFOOKfMpZZFTljPKck5VzJgXFQd5h8Oyz7BaY2g2PBFOLyjF++R0cHepBj8OiSGVc1KVk8qcRBWkqiBVJamqSHUoVUWiLYm2aIVXw4sIiwaxhhObWKKFL1l4b/j/BEL6ViUhTlK6aUYnTUjThDhOSOKISD26ZFbOOXIbiPCqYFzNGBYzclswLKa8N9n1yTane7w3uc2t+dGHfsz7IcHbRLgS0iuKOPZZaD6TtplmLectgMJVZCrmQrZONzzGKvnnneGs8WGRo9t+G97EHt3Ejm5hR7ueOB/v4WYf/r3RICSxWZDbEYSFYLSPmmrIbx170lsnob3lJ6iTcDyBKG2S4AidIuLUny9EGDTL5fBKIX3C7u76g3tdK6ywwgorrPAAcGKMf9wyj+W5QGkrZlXOsJwxLGdMyhnjas6knDM13pLDJ5L0RHgtpGjKIJT4qInsD4JAIIVABi/fOsGixNdFUw/HQt23h76t8y5lWzzX9/lxBlGGFJJExXR0wkbjZ56QqugjSwL6uCJWmlhp1uMuFzubVNbwYxvPMr2UMyqm7Odj3h7f5LXhVd4aeqX6pJrzxuj60nW0kKzHPa8eDxYrg6jjleRJl624x2bSI1Y+8Wam/N8jVtpbrAiFlgsl+erv9OTAWUN17QcUr/06xY9+DXPrjaXjorOBfuoVoqe+gNx8BjXYQXRrtfgx+5Q6seYKH0us/rIr3DWEEIukA08YPKHsEzPaUEoJSoTyDBLx4RLhNalYkZuysZ2YmTIoanMmVcHUzBvFxaSak5vqmJrDNn7KdduThK5O2UnX2Er6bCUDNpIeG2HgUofY+QGJ37IwmEyVt7yIZeoHTnVS3VNQGUtZGcoqlMYxmVtuDA23S9ifwcFUcDgTDOeCSXH3A55IWtLIkmlHFlnSyJFFvp5FkGhHph1JDKl2xJFPoCMAKxKcS7AuJNVYkp77gTfCvz+F8N7xMiTo1EqgpfAJq5RAhbofjHu7FSUFUgq0lETRo1/oat7Xxk+UjooJc1MyKmZcne5ydbrHtek+701uc2N2cOpUKRKqIbbvhQTv6JRURWihlheDaE8Ea7VRIMJ9Dl8cwZfSWaQMkx4EUkoiGRELTaT8INm/75YT9dS+hFoqkk+IXdUHwTmLmx415LgZ3WqR47cDQb6Hmx7cfWikUIjM+wP6hDlrPhwySgOpHchunQQyOwGdIOMMogwRp95rsO0XKOtEOXKROCdMeJu2Y8f9sQUR7p+bXBxbYYUVVlhhhQcAn7uFVuRnK4oUb03CGe3tiNPa8sRHtxKu1VKGW8vEzBkWk6ACDwpws1CBHyfAvTVeyTxY5xX23uzMzoIS0qutVRKiWJOwv4jmy1RMqmMSqVFhcbomsAV+bCwaYpumjnMN2S1aBHctUBJIpKB1fEGct5PgeTGT84/mfU2BWljhE80uDwe87OL4uFcSkoBGKRtxL6jM/Wtc4d6gpWIQdxjQ4UK2gXGWz208wx+rvsConHKQj3l7fIt3x7dIdcxa3GUzkOdaeAI8UdGpPuS6NS9d4cmGzceUb/4mxWvfoHj9N7xFSw0hUFvPop/+caIXfhL99BdRWd/PIVbj+wcOV2fnNu3N4kLdWYvcSBHxR/+5W5HoHzHKyv+ACp/vs/mhXuFsNEkZj5HiJrRX1lFaS1X5hIuldVTGBdWEoyjB4BDSIfDe3wgLwuJEhRAWJ0qvthYmHDc4UZubWBCONu9ug8I2DwrbOtHgrMobxUWdXX0SlBjjas6kmj8y0lsiUFItZeHWTTbuBQGohUQi0fjVc029L1FOopxCOYF2ChnafF20zvGEoxIKKSU6vMFH5Yxb5RE35QG37BHDcurvx3jO2+ObJ56zQLCR9NhJBmwlAzbTHhtxj7Woy2bSpxelTViccIqImFimRCJCoCkKzcFYcDCWHE5gf+o4nMLRFMa5xNPSpyPRsNkVbPQEGx1BNxGkEaSRLxMtSLQnq62rPehpRsm1KlnW5Lf0x1SIHlDBLkVJ7zGuVE1+198FolX3Cz6idexxQ2GqFmE+Z1jO/EJQmZ8gzK9N91v67QW2kj7P9y/wfO88z/fP81zvPB2dLEdI1AQ4y6rwmgR3+AiNvCooTOUXEhr1jwyqHo0Wkljq8P7RrcQ87Sz1J4nx1ffzMpxzuPmoRY7fxg1vYoe3MKHNheQ63O2EWkjvF5i1yfF1ZHcD2d1EdDeRa+eR3S1PiKsQDqn0QuVdE9ot0nv1t1thhRVWWOFBo+2TXY9JqlbEZmOPuERsu0B4sxDmBOtF40KSc+vnHFXLktET3w7C4xW1EMeW5KaiMAV5ILBrIruwJaU1FM1+2Iwvy6W2ksIaclOcOk67H6TB3q7TFjqopBHEZDomlZ4ET1UUtphYahIZkqoLT0c75xoyWiBPGeOJZjwHi1F+kKWAoDkmAsFek+qeFPf9ZRC7+GuEa9Xj+9ZYoo48XFxjUS6KpqVFurf/v7iGEpJMJcTq8adonHVQWSjDJoBOhIgeT+W1EpJelNGLMs5n61hn+bGNZ5hWOcbZlQ/5Jwhm/71GbV6++3tgzeJglKIvfhb9zBeJX/5fojef9nMSvVrIul8468nwJXLcOpyxuPZ3SGkbEt1ZF9wFTJM7AmuJ0vPoFYn+yYaxjrd3LXnlQggYYbXcE2tKekJN1wQbfr8m3OtzpDhOwj/ehHxtM+JwVMZSWU9wV8ZROUtlwRhH5ZwnxCtLYZz/nTYOa327sT7Ji69bcuOYFYK8hLwQ5KUkLwV5JSlKGfZ9HUArRxw5Im2JtEUrh9YglcHJEsQco+ZUYkKlJhQMyV1ObufM7JyZnTEz82b7MENNLRS9KKWrU3o6pRu1y8y3R15tm0hvMaHkgtjz2zLxV7dL4YluYQXCAkYgDGBBGIGogBJkKaCs+4Cwwn+JLf5yIMBKh5PgFCCd3/d5Z2ky90Dj0I4DOZaoiaDcMEgtSUYa23WMd+bcjI64PT/k9nzIrdkht+dH3AoZzgtbsZ+P2M9HwNUT9y0Smo1okw0u07UXSKptZLUOZY+y0BRl/XzMiXMB4kCUb3YFG13BekcwyPwWyfAaXFCDi/rzJ5rPmW4+n6ClV4a3ie/jRHi7/jh+Nu8Wpa2acNtplTMsp16RVBVcne41hPn7k9u8P907daFoLe7yQu+8J83753m+d56uTpsJYWErJuWcuSmaSZFANApvLZUnwcXCW3DpPd+q61A213mC7/2jhM0nC1uV0W1s8B5v9kP2eczd+osLRNIN5PgAma17v8DuhifGu1vIwTlkbweZZN5apU2ONyT5Rz94WmGFFVZY4eOBhf2hTyJZW5UctyusnMFYS+mqkOC8OhZ5umxxYpylbJPUxhPahTEUrqQw9THT9FkqTYvctmVr3xPmlTt9bPsgIRHL5LdO6YSI0OOK8CSowmsiPJbe4kIgmsWEuyXCI1mLHSIfTbkkdpDHxntt8cNqjPeg4UwgtwLZZeYV3J7hrk9xuzPs7hzGJWInQ/7YBvL5NWQ/hq72lrGPKaSQdLWfe6/w8YYzJeV7f0D52q+T/+gb2P13l47L/g76qc8TPftlok/9W8juup+vrKx4zoSzbdW4bRHjgQQvjN/KClcajDVgDM5YrKmwpcHNDOQlFBabV7i8xMxz7LyCeYXIHTIHlUt0LtGV4vDfn7L9E5/9qF/+ikT/KFEYR1F5kk/LOtzOvw8LQ1C31iF2tbJVNArXGm3yXbTI9TMJebkg944T8m0Cvt6v1ddt32xjF37AJiRpWRDajsIaT4pbS2EDWe4cRWUxlf8drsLnzTmHsYTBa+BhncMKwEJlBEUlKUsVSklRKYpSUZQReanIC4mx9/ZFVxlFZe6ejHFYjJhRySlOTIjkFCGmxHJKV0wwcgqyQOuKSFsSDVkkyKKUjszoRgk9ndGLEnpRRj9K6EYpfZ2SKB2UyEEVT+3BXA/il8MsmxBAAyJsWLDG4UyFtZKyNKhSICuBqARYT54LK+ooQ/y7xAZCvCbI/ZvNKQexWFJSsNhtlBNyLohGmmik0HU5VuiRbOrC+r5Vx3D9Tx1w+/IQPZK4EfR3MnpbKS8NLqFQCBTCaYyBg2LGzdkhNycjro9KjqaO6VxT5imiGpCYLSK7hkBigdPSwVhRIKIRUTIjTQp6qWU9U2x0YrJIo8K/RGs6WpNojdSKNJb04ohOJIm0JFK1SqQmxD8Zg/TKmkZhPqtyhoVP7DQ3OddmB7w/2eX6dJ/3Jru8P92ltCcndT2d8kL/wpLKfC3qeLWTLSmC7UthKxIZ0Y8y1uIOHZ0Qy8gvGOEXjuoJ1AoPDnY2pLr+Q6qr36e69gOqW29gR7twlwmWAG+L0s4un637QWhnE9nbQg7OI/vnkGknEOLRihxfYYUVVljhTDhjsbuzkENCIFRrgtLUASmw8njiymP2i635S+kMpfFEeOkqf8yGCDcc1i5sGB2OwhhmpmBi5iGpedEkNa+TWk6rnInJmYbEl5NyTm7LR3KfBDSEdSIjEhW2pq6J5XJbLHWzH9c2FaE9EpI4EOFaqCZB54oI//jCOQfVQlnuSoudlXB9irs5xe3NsXsz3EEOh7nve/wa74+xv3cbsZkgXlxDfW4L8Uwf2Y8ge7wJ9RU+frDTQ4o3/g3Fj75B+ea/weWTxUEhUede9DYtn/opokufQ6Y9RJR9dE/4McBpdiquMlhjsFWFKSsoSmxpsEVFUc7JizHFdEo5m2JnOWZe4OYl5BZROFQhULkiKhRRoUmKmKRIiNyd5nwSOF35Pzq4xTYrEv0Tjf/zfzdjVng1bKwX9hBxq4w1JBHEKrRF9THfP9aeHI+CNYQLA5vTCHljQxJIu1CC+0GRV1CYkJrS4D8sBkPlLDWJ7sSy9YkXHjsqI7FOeMLfyeDVJxpfuNpHrvGgkwJnBVXl1eKzEqaFY1bgleSFpCg1RakxVcSST/QHwIicSowo5YhSjqmkr1fN/phSjgCHsh2066JtB+U6aNtB2y7adYhdn8j5ujQZwiUIpO9vusDOXT0fgUNFDqsdubZYbZkqy762aGXRyqAjSxzU8FFkSBRE0ULZrKUm1ZIERb9QpLlGFgJRCrQFnECYcK+dj1ioXUWEDhOMBF9621+kWg5FbAjxOq4xdKcSiCHIEXAEYrjYGIa2u5kjCCACPVU89Y+2MT/tmPxbhnxiKG9YRqOC272C26VgOJWMZprZXDHNu8zz88yLWuoOWdiWLi8rZDSm0ofM5G2G4jojcZ1c7VGJyfJbaO43eSBYi/psJgM24wGbcZf1pMtW1mNH91m3XQ5LjTbehz3TCZFQS0SuRDZ2H/UkoDkW6k8SPGG+8OcfltOgBi+5OT9oEn++P93lvfHuqRPEjkq8srx/nud7XmW+FfcpnSE3pSfNbcVuPmrUSheydTo6DffZe92v8HDgCfNXqa5+z5PmN36EPbp+9gk6CarxtYW1SncD2dlAdLdQg3PIwQVk1lsixH2izhU5vsIKK6ywwr3DWYd5Z8jk2gFWgVEieHmHXETCUWGo6nmLAKMsRgkq6bAajAjCECmwwjGlZGoLZq5kZnNmtvQWdCEP0TTkIaqtF6eBDC8fgOK7TVovkdg1ka0ikmN9FseOnSs0kQrWE8GbufZJr/O+uEYZ3ya/ARe8u8XCw3s5MebCO3xFhH/8cNyCxZUWOypw1ye4WzPc3gy3n+MOczgqPIFwGqTwZPlWhthKsR2Je3sEb438+fu3sN++hdjJEJ9aQ72yibjcQ/ZiT6h/QoRIKzw6OOcwt98MNi3foLr6vaUcSyLpoi79GNGzXyZ+6Y+g1i94m5YnMNffaXBeeVsrcFvlol6Uc47mt5kXQ+b5mHkxIS9G5PmUvJxQzGfYWQFTg5hbVA6qEOhcewK8jEmKmLRMScuMTtlhrcyC5VXMWcT3WShlyTSaMI2mS+UsmpInBWVcUSQVVWIxiaUUBX/ihb/8wO/d/WDFVHxEcM6TxtbBvPTbQl9+f8YgAkekPaEeaeftSZRDK4uSFqU8cauURZ5o8/20dGgFWhHUnnVmce947YlxgTWWuS0obE7hZhSu8DYnpWVWCOaloCgURampqghTJtgqAZMhTIZ0yd3fKyyVmAQyfLxEii/q/pgVBRKfyTwRMYlMSGVMLBJiGZOocyTiKVKVkMmMVKVkMiWTGZnK6KiUVMVoKVko++c4N2deOYpKMC8hL2BeCvIyvNZSUpReMV8ExbwxEofvk5cAd0ckSeEXTrII0ggyJciATgVd49C1zW87712rHkQ5jc+fPFY27RaSOSQTv8WtLZqAmoCe393fyKSOqusoe46y6+tFzzDvWoqOZZpVCAtP/1aHnddi9L8RVK9p/vWXI65qOLyWMTR3fucr6ehlFZ2sIktKOmlFmlRksfPe5CgkA6RcJ5KfpiLnqDpiaA8YmkP2iyP2i0N2iyN250dUznBQDjkoh7x5yuMlMmIrHbCd9NlIenRVSqq9r2Om44ZYz2RMR6dewV6rcFr+25GU6FNsR9qk+xIBz6OxHjHOhkRQPpGtTxw1Y24Kbs2PeC8ozN+f7PLu5DazUyw7EhnxXO9cUJl7a5Zz6TpVIMwLU1I6w638iERFpDJiM+nTj7LG+3KVePPhwc6GXll+9Xu+vPHamYS56G6gNp5Gbj+H3n4OufEUau0CsrN2jBwPKvIVOf5A4IxdqL+Mg45G6Cdr8W2FFVZY4YFjWlL+X3+vmZKbCEwqqBKBTRwmccwjyzSuGMcVo6jgMMo50Dm70YzdaMqhmDN2ebN9GI9vFawfaqvF0+0XU7o6C/aMCalKGsK8TvZp68SegfBe1Ot229TdIi1l8zzqnJXK+d8Pg0/cLRyoMFNTKCL8WFPjLe1UyG+kgshJOW/VIixIJ8LmxThNm5Ke7BTCT2FCEm2hRGtCwSIXkAQfIuvb3LHjzeSkrsPJ6zzhdoePCxoLlkCUu9LgDvLGgsUFVbk7yGF0BzVUJBFbadgy3GaEHUhM6ijKnFvzd7iWv8l+dZ2tz1/i5S/+OIPdLvrKHN6d4G7PcLdn2G/dQFzseEL9c1uIS11kN4J0RaivcP9wVU759nfIX/sG5Wu/jj26sXRcrl/yNi3PfYXoha95QdAjsGlZIrQt1Pa23mYidLJnkN6Exa5jx1xtl2LDvKGwUJqlzzmVo8ynHM5uM57vMir2meZHzIsR83JKVeXEJqZTdsjKLp2yw0bZoVN26ZQ7JObu+bnjmOs582jGPM7J44IiLimTiioxngRPHTYBlwpcKiFVqDhGi5hIJsT06MiYAREyqNSFw8+N6t+qQnCu//x9P8cHCeGcu/8RxccUw+GQtbU1jo6OGAwGD+UxnHOMc8d33y8oKoMF8sIxN468tOSVIK+8X3peQlE5CgNF5RXclRGUxpeVqUcfDxZCViArnCiwosCIOZWYUbgZpZghnELbHpHto12fyHYRd0kUA1iKoBj3BLhTU5yaIfUcpUt0VBBHFXFsfdZ1GRPLmFh4Utx/4PwHLxEJsYhIlU80qZUfn2nliLQjUl6xr6RDCL95+xlL2fire1/20jhKA9YK/7m1YF0YOKIQTqCCYkNJRSQlsZKBIJVoJb03tlOUlaA0kFeSvJDMS7zivnRMc8e0gFlhmRZejV+aB/R3dNAtYSOH9fnp5aDwg/APQq7gIIHDBA7SRXmQwGHYLxUIZxE+FiJsFtmqC2AmMn78luRnXoXMwFTDL30G/jAI+2MBGxlsDiQbfZ/Qcy14lMcKCmuDD6XDUeGECTqkAidLnKhAGhwGJS1CuuChLRsSW0k/lRiVU27VXuyhvB082Q+K8T1PtWKp6dYekSoh1TEd5b0iPWEch+RKcZNIqe6XSr9wIwKZ3lYBKSGJhG4SqEZSBd/7hdpdtfoeT6ykhMQ621KYFw1hPjMFu/mwsWSpCfNxdXL1JJKaZ7s7PN+/wAtBZX6xs7GUVLcIiSMjqUmkph916EdZs+iQqOiJU+c/KbDzEdX736O8+j3MtR9Q3XztxGCyhuhsoDafQm49i95+AX3p08i1y96HPMoQUboiyB8AXDuJTiDJXRUGunkY+IY+zvgQefVMH7F+/4PYD8KjGN+ssMIKH288iu+Rvfdv4f7Wd8lyibzPOc5cVhzFBUdRwTAuOYpzxlHFLLEUiaOMwSQCl0hkopGJJoliejKlJxN6IqEnE7rKC3JQEictBhFU72Ck86VwGGkxwmGFAwlOhihR67zlSYj8VITIURdEFyGqUSPRzhPdOhgcChcI7RbZLQh5svDEN0hkIMWxDio8uVKYBblSLpOqS4ncqjYJE9oAdEjmo7x9TmOno2qvUNHa5KJPnURIt45r6e08tPBRsrW/qA7X0cLb9sCyCqjxGq3bREPGNwT/EgG/qJ96btPuyyeZsG8sWAKR5irrvYR357hbU9zuHLc392T5YQ7TOyR3TxViO2sIc7cRY/sSm1iqsmRSHHB1/gbXq7e5Zd7ndvU++9UNjFsm4CWKi/HzPK8/x8viizy9+zTR2wXiasseUOBV6S+vIz+3iTzfQXQi/xye4L/HCo8GZnSb8vVvkv/oG5RXfhvK1pxVadT5l4me/iLRp36a6MJLXm0e3b/vfRO9UXmS2n/OSpjb5juWwiy+P4u2OKb1vVp5iwhX2SXxjKtac4VaWFPPC461Nd7jD5G9tcJ6AjyuGhLcxK4hwW0iEZnEpRqZRYg0giwkf7aiUb8LwqKsA+GkrwM4/3vl+3gOUwqJCFFMQshg4SaRYUMqhBSISNF77iK68/Bsd+52fLMi0U/Bo5pkFsbw9R+8T24LlPJEuhU+tC6MiUJonVejeuK2Js7q0Dv/prR2QarPS8e4LJgUJeOiYlYZ5qUhrxxF5X9rKyMxRuGsAhshXYx0Ccol90SEH4fDgZwj9Bypc3RUEkUlSWzIIksWOzop9BJJN9JkKiGRMbGMPNUakvJaK0LpCWwhfNChHzu5kKBxoaiXMljMiGA7I0w4xys6JKKl6GDZdgOBDCGKsfThkbH0pKUnzb16wyeYlP6LAOUV+U4E4h2q8D1qrfPeUabyvorGgLU4axDO4myFKKfofJ9otoeeH6DyQ+T8EGZj8plX88+sYOY0UxEzkWtM5RoTuUYpEpSN6BYp3TylW6T0ioRentArYvp5TK+IiO7CI74SjlFsOUwth4nzWyDID1LBfiKZaoF7gIRaZOc8Oz3kf//qBhdGniy69RkY/VvKfwdPoOgKyh0JXRHG2Z5Ez2JvcxQp0Kouvce/C0mffEIm0yRzyk3JtMobktcnrzX1u9XHWEiFDiGxWiqcc+zno6Ukp+Ny5kN7q4Xn5bTKmZr8Q98TERI3dXVCplqJmgL5nKrEE/DaJ27KVFDEhz7+vRoI+FrdXofoConDkZuSvXzE+5Ndrk33eH+6x3vj2xyV0xPPRwnJM92dJUuWy50tpBDBkqWiMCUWhxaSREZ0dMpa3CHTSbNIsPIufzgwsxHm/e9SXv0e1fVXMR9EmG9cRm49g95+HnX+JdT6JUTw/hNx9rEJZXyUaDLNV4tBrau8dyB5GFjXA+agHqkh6uQKxwgJd5SjnhusSPQVVljhscaj+B7ZnR/xp37l/4J00Csj1sqYQRGzVsSslTHbZYetKmWzTNkoE/pFTL/QdAtNmnsi+n7gJFSpwCR+q1KBiRf7NvIqOhsriASkCqJaSOOjDpWUCO3nGLXNoqijFGsTRRHoAwOidItJRGmhdA0p2hDcLQuOBREeyNO2IrE4mcj9iUGbkA8EvKjJ+CbJ1x0I/bqflohY+glCLCGWiFgh4npfQeJJmcZXv76GbBH6gXwXS+G9J4n4h03Kn2rBMivh1gx3a4bdneH253AYlOV3eg/0I8RWitzKYCuF9RjXV1hdURYllcm5mb/Lteotbpn3uF29z251jXF1cOrltBPszGEjd1zrwOExN4euXONZ/Rk+Y3+CT+9/js7bIG+1IlulQDzTQ356A/ljm8jtDNHRiHRllrCCh3OW6vqrjU2LufHq0nGRraEvv0L07JeIXvojqP62n+PcgzXo0mcsLEa522Exam+OO8xxRwUMC9yogPnDT+p8tyhlSSUrqqasMNLgNKD8b5FUChlFaJ2goxibCmwqIJQuEdjEl0SCOnbJE9+eB5MuLPm6elm7/h0LUfMOhFLNAqeQyuePq3OaSAVaIJVCaInQCqEUQkofxbSUnJHlBI1h/1Essq1I9A+BRzXJnOclv/nNN3Azh5IR0vnBWxPiFsj0QhZMmDMWcybMGDNj7Hx94mZM3JyxmzG2MyZ2xszO72uBKhaarurQVT26ckBHDOiIPonokogukcuIyFAuQbqESCo6iSOLHVniCfI08gT3cbhAiPvEoSIkEvXfV6726gujSRF816V03utaOqT0pLgUoJRDCueTDR5LZKOEDGrd2itQN/YZSoZQRrnw7Wv7+d3pg+mcBVOBNThbga3AVKFucGWBLae48R7lcBc7HWJmR9jpEW52hJuPcfMh5GNEPkIU43v62zjbRcz+NProTyLzp5Cme1fnGX2EiQ/4/7P337GSZfl9J/g55prwz+ZLU1mV5dpVd7VjN5srGtGJpEat3ZUE7swChEhQFPSPJApYQRgBK5Ar7AoiKRAkR2hqV9Q2hRUhDEmQM4IoghhpWhoul1T7rvblsrLSPf9euGvPOfvHOTcinsmszKrKMt3vl7h5Tdy4L+JGxL3nfM739/2ZaA8TH2DjPUx0QB0fME2HjOKMqZJkUjOVikwqMqmZSEUmJVOpyaRiin9sKjWZ0ORSk0uF8Xqa2UhiY/dzZH1hey1zBvUO/+3W5/mR3edIdn+G6OC/BaAY5Ix/1BFtpMRFjE4E+pJErwliLV5zIc/jkL22NWWA7JkpyesyFJkyp0J2/32Z2680am+cIzfV3D9zYd6A9vk2D+AXH69fJ69ND+HTmcK9FUB8LDWb+QEvj7fZO+V7JxFc6qzxaHdjZstyubOGEmp2fkpbYZxFIALMT+hHrdnfS9WZj/mDCjM9oL7+zMy/3Nz+JnZ4B2DeWfHAfPkyau0R9PrjyMGGT1+MW75gTpSeKX1eIZw7qh6n9iDcVSakT4apUYospGcKOKrQC518YwyMC8ykhEmJnZS4SQ2TCjetYVojRgb58cu0v/uxB/beziD6WZzFWbzWeCOuI5Wt+a1v/K9Mbx2wSoeBatFVKR2V0lExSukAOb3i2wvgQs0na7GVQWYWkVlkbhCZRRUWnTtU4VC5Qxd+UrlD5Rb5aptjAm9L0dbQ0l5R20DAKigUG9BdBgBemgcPvCMPjEUsZ8vEEhGpGVgmDoW1wnYXCUQkvQWBtTgDGIuwfqD4yOBxvaCWnN0vw7b66Ha3uE9zjDv5bb9REcnZJJplfew8ROrkPgHEi0T5bbGCREMkvNq+gfIN5L8fKA9zC5bS4CYVbAZLlEULlsPTi3sCHmItJTMLFlYSxFKC7SssNXVZYGzNqN7nZv0Cm/VLbJnr7FQ32StvUbuT9o0APaPYmFrOZY6NHM7lsFwShGoAjv0Ynu/CCz14qQO1XHxZkvP6Ck9VH+a9Ox9g9VoXub+gjtcS8UgP9a5lxLuXUastb3EXn2VGfruFK6eUL/yZB+ff/N9wk72FRwVy5TLR5aeJHvso+pEPI9MeIm7fneU0153mt7WfYzczb2+0l8NBiRsWuGEJk7tkbRyPkGnjB/48tGaWbRMG9RYeb7Y7DSU5Y3fA2AX7WbfHodtl6HaZMvZQXHk4Xh0B5RVKJ3SjJZb0Gj25ykCtMpCr9OUqXTnwbFEoIhUTyRQltGcZUvtcJtFYNjeZPX6bVPJkBo8SCwOV4f0sXs/uMKjYTG8ny6YziP4a4o1oHFpn+ezWs3z5K99gZEumsmRoc0YmY2RzP7mMsc0puY8fcggBtEnpkNKlRXc2b9ERKb0w78oWPdGiK9LgTexBvmgOIvEjSILghxfSExE46fe1QC3AOEfthFf6OuHbR8L7/JmQtyEU3mIjckjlbVYaVbGWgkiKoDCWJFITqQaI37mQjW62S3lfyldnDVgDtsadBsjrAltm2NEObrqPm+5jp4fYbBjA+MjD8WLkl4sp95Nf4xAQ93FqgFUDat2nintUcY9S9ylFBzG6xOD6FVZunUObo42IUtdM0pxxmjNsZRy0MvZbGTvtKdutKdvphImuKYSlwB6Zl+L1/dnHTpI6SewkMcK3yXFEAiLh0CFD4JtGMA7FjTbKCT9x+7/yAzdWSbb+IcIs42RO/Z4/Jv3oGqr1BLg28kILdVEh4gd7AW4ge2U9aK8DbM9NSW4qsrrEOl/Qyhe2Ct6VwbfSpyiFGxEcs1VpBnvkCRBfBqX85BTYfvf5/avgBXChvTJTlz/WO8/DnXViqeeFP01FbQ1CMCtk1Y/bdLX3MW9sWc7i9Q3nHHayd6Tgp9l8FjvcPHV/D8wvI5cvoVYfQq0/huqdQzR+f1HqwfnZ4MaJOOFDbqxXkZdmDjb8iK9X/y0C8qCGcxJsVeOyCpuXuADF3aSCaeXTpifGF+fJLPJeCjAD+z+kufhXv+dBvfUziH4WZ3EWrzneqOvIpMz48kvP+sxKgweLtfWqbeOQVgSVjkM64f2+pQyiNYEUCqUUWimUVuhQu0ZphVQSpaTfR3hRjqhBTg0uM5DXfoAzq3HZfL64TFa/fiA8wGzRKKUjeWx5rqIWC0B88TkiljgdQK/yafRzX97gzdssuzBg3IQI+zZwt2lyL/j0HuniiJPrwjH3P188zvFjhmUHc6huoVFYzbK3jEMs2h0cu2efCvQDJJvZK5TNwEW4t5evUIDptYRgAcyHz0kH6K4XQHw83z4D9eFzdcMCt1vMLViGBdzpK6YEYiWdWbCwkiAGKa4nMabG1CXG+ppl2+YGt6uX2DTX2KlvslveZFTtnnpY7SRrtebcpGJj6jgXgHnL+g/QKk3VX8MsnUMsXUSvXSFafhiGm5TXn4Gt59F7NzGm5OWOh+rP92DvWJJdmx5PF9/JB3Y+wsXr66jRwgcTS8SjfdS7VjxQX0qgHfnzdRbfkmEObs7U5tVLnwWz0HDWCfr8u9CPfID4ye9Grz7i1eb66Jeqyd5xlYHDCrudYbensBMGoA5LrygfV688iBdJxCCGQYLox37qRtCNEC09B8uL17xjhzTWcFhvsl1eZ7u8yW59k93qJnv1bfbNFpW7ez++I/sM1Bp9vUZfrfpJr7Kk12hHfaTQaB0R6YQoSlEq8pOMUDpCSj0bwBOhpkVzPb4n9bd4ewHw1yPOIPpriDfKE/3v/L//qVfGKkspDYUylNIvl9JShO1GOiKh6MsWPZXSV37ek60w+eWuSunJNl3Zoi0SFHJBICd8O8g6rA1tKONHjm3wVnLW7yOcw1gPB611OIs3RQmqBONACN8YEzjv1xd+nH5wTaA1HoprQaQUWktiHfzCtfIKcunTS5SSSK0QSqKUQoa0k9NH7OHUkfsFX7xmFNLZGuoKZyowJc5UXjFeTLDDLdx0L4DxITY7wGUNDB8tAPIJ9w3Gkx4u6WPiHjbuUukeJupR6S5G9HCmD/kAWfbAOGpdYVRJJmoORM2wtqxsnefxmw+zMVqaHftWZ8S/v/Isf3LhOputCVl0/4Mrx0M6R4IlwhJjiTBE1ESuRmPQlGgqFBVKFEgKpMiRzCdBhnM11tU+o+Cu50czir+bZ+vHyYJt0MW64KdvvMT3fvX/gMo+DIDp/SHVld8lOvceoqXvRV96B+qRDnL9wRcDuVs0EL2ZrLMY64G6cQYbQHxtGxhfUTtLZWv/ewrP88DezuB78w1r4LtayK6YFxhdAPAhhco6S1aXp0L2BshnpmAtHfBod4Mr3Q1aOqa2AZjboz7mqYzoxS3vYx4sZFIVnymXX+dw1nhgfv3L1Le+Sn3rG5itZ7HDrVP3F51V72G+dBG5/BB6/TFkdwWR9oP6Itiy6AdnA/JWjyNFfO7kQz4D5Isq8sWDgCkrXFHhsgqXV9gGokwqxNTApEZkBjF1iPtkJ5WsGMcjxvGISTxmHI9n683yB9/7l/nu7/qJ1/PUHIkziH4WZ3EWrzXesIzduuRrhy9TW4MS3moxbsQ1KO8fHoplKitQTqIcft0J7w2+4GXbgFmc8+n7i0XeQog7AoXTU8pdbY8BdzOH7AIPv6O5pcgRdXi8oHJu+i7Nvcy6eVG6BfB9dO5O9lAWAUkDTVToKzXWJ9GimvAYTFELfazmnjoD8c2bbvqNbr4eXqcL59ffixffR9hn9pxjxw7HcYvbm/2a93UKxPeir1cA9wsAfwbuZz7wJtjnhHnjI78wqD5vPxhvnXNkHzv3kH9QEcuZqlyspojlBDFIsB2FrUqMrTCmoqJmZA+5ZV5g015ju7rOXnmTvfwWlT0d1nVdzLlCsjEuZgrzlYJZHQKrI+r+GmZpA7F0kWjtUaKVh0laK0TtVXTaweiEKRrrHC1boaoJ0+EtiutfoLz+ZcT2C0T7txnKiud78EIXrnZ8Pa0mhBM8PfkIH975Lh6++RDRdKGv19LIR/vI96wg3jlA9dOzIuzfAuFsTX39mblNy86LRx4XnVX0Q+8jvvIhosf/HLK7AnEbYaUH5ePSZ2jsZLitHLfnbVc4LHDDyv/G7xZSQD9GDAIg78Xe7qjrYblLwnVZEOyjgrK8uXaHDJPaVexOr7OdXWM7u85Odp3d/AZ7+S0Oiy2MuxuvEXTjZfrJGv1klV6Y+skaS+11kqiLEhFx1CKJ2kQqQesYrRKUjNAyQp2JpV7XOIPoryHeqMbh3t/+X2jVr5yi5AS4kPbh5xIUOC1wIbXCbw/zsLy4j1UCq8Aqh1WCWjmsBKPcrCiOVQIrwWpwSvmUFOmVHEJItNAoEfz+QpFNLQWxlCgliJRf1sqrbIUTpzfAmq/cicrDzBpXJ76Wx0mjEIAFF9TjzoDz9irOFthygstuY6ZbuGwLm+3gpjvYbBeX7fv97zkELupC3MdGPazuUesete5idA+jOtSqS6XaWNX2AxE4hHM4UTN1lpFxjCrHoYGRM0xExVQYCuuonMMYeOJwwHduXuA9e6vEvpWHkTW3Oofc6gzJooqWUVgg0zW5qihUSaErClVRqoJSlZQqp1I5pcqpVUalptQqo9YTjJwgZYEKcFzyID29/HdHohFCI4SgNCP8O9Pc5L3cFB+kEl7V/LAR/IMvP8y7nv9uBBIbvUx1/udwybOI9BJ6+UPoJz9K9NR70b2BLxTyNil+6Jw7Ct6Pgfh6Acgf9XQ3Mzh/RP1uLW7WgfDyn+PFSBeXnXMzaA6gQ2e0E6X0I+9j3tiynPmYv77h6hI72aO68RXqm1/F3P4GZvuFuyjMV1Erl5FLF2de5qqzikjbiHRpXvwzbr2pA0r3E67pRC9e70+rSm+Prrtj22fqtBMTCx1zD0lcgCXWWNy09EWAssr7HOYVZAaX1dipT9uUmUXlwt+37iNylTFOxowjD8EnyWgBjo+PQPNCFbOOvESRqo6fpJ9HleajT/4VPviuH3t9TvwpcQbRz+IszuK1xht5HfGZceJ1aZu4xfuGOTpv7hkz7/HFYm4NsJ4B4vkxZxB30V97MaX9FPA9u2fdEYKzICJaOFZjB7BoEXA8pf74a3iLpdO7422B4+2AU+fcvW0wO6f2JLg3d/g7NG2T+fqpmqmGzztOQvmw7HDz7LYGuh+B9Mf87Mu5Kv6oWt4iepGH5cGCRSwl3oO/rjB1Re0qjDTkLmPH3uC2ucZ29TI7pYd2w3L31DeikKy6lgflw5yNzHIuh7aZfy+sjqgH67jBeeTKJfTqFaLlyyTtFaL2GjJOvSVg3KJ0gnFVsTXN+P/e2uTrB4espgnvWV7iiUGflTSlpaBtK1wxZDq8SfHy56lufBm5fRVxsMnN1MysX7YX6j4KJ3jy4F18bOf7eOz2o0TFAiTsRsjHBsinVhBPDFC92AN19fZoD7/e4RavRwtCwjcznKmwk33cZA872cNOD3CTPcx4DzfZ9dsm+9j967h8NH+ikKi1K+iHnkZf+Rhq5d3IcQT71lsZ7eS4vQDJD0so7oFh9KKZipwAykVHIzoRrhPNhJqisV5RC3ZNcVMM2VuxOCm4PX2B53Y+w/X9r7E7uc7e9CajfAfr7gzshZAejKdr9NIAydNV+uk6g/YGiWqhVUyi28SqRdQAchWhZYyWZ2K2NzLOIPpriDeqcZj94mcY7oxQNlRcN6CMQxqQb6W6MI2vU5jEzNNp3pgTJyq1y3mF9qB0aAq+HLlQnbZ/85h0IIwvFIrBYQCDtTlUBS4fYieb2PEWNt/BZbt+nu/hykPuriAXEHVxUQ+nPRw3UY866lIH1XgtO9Syg3MthAFZgzQObRzSNAVFHVXtMDUY44LqBaQR6FoQ1YLUSFqmmUv0qyx29HpFLWsqVVPpmlrV1NpSKUOtDXVkqXWYlMNoMDoMsmh8QaXms48UTvkMAqE0sYzQxEQiIkahUaHgpQh+9oKd8hZfKz7HtfoLHNrr1MTcEE9zg/dhA0z/C9sb/N1P/zlaeQcnKqq1T2D7vzNvyKbr6MtPEz35EaJHP4JqLyHS3tsGqN9vHIfuPktkAbyHqbI1dbCiaXzdrfWFdQHaOqEftelEqfc1Vwn6W/ScvVHhvbMrsDW2LnDDLczhJvbwNubgOmbzeQ/MR3dRmK8+jFq66FXmKw+hOisQpcjWEiLtvC7FP480shc7iy4sLCq+Fh8/DXS7Yx1PB87akx3YxenUTnDwV21UgnesSr+w/Rj4cAuKclvXlFVGWUwhN6gMolwRlfen0LBYsmh6AoRPjqnGm3UVxQsgvH0EiieqQ0t2SFTbbxNtUtklpU1M7AfAZr6zjjwbsvLUO1m6cOlVftKvHGcQ/SzO4ixea3w7XUfc4n3n2HIzsOsWCtJR2yOQ/EgW7WmFM5WcQ255bN83oaja2z2cc9hjQqkj4P7YYP0rrfuaTi7otuaf7UwcsDDIcuS5cLQd1aw33wnnOOqh47zFjXMYU1FTU4uaipyROGTTvsRWeZ2d8jq7xS32s5uUJj/1HHREyrpJ2JgYzh1O2cgsqwUo5t8fG8XUg3OwdB619BBq7Qrx8kPE7WV0awUZhxo6UYpQEdY5pnXNpKp57vCAP7m1zZd2d3l+OMIcQ0m9KOLRfo8nB33es7zMO5b6DJKEtoLElJh8n+nBDfKXP0t94yvonZfJx1u82LU834WrXShC90RayeN7T/LRrT/Hk1vvJKoX2nSDGPnEEuqpFcSjfWQ3APW3yIDR6xGLRexdWeN2CtxOht32Xt4Mg3/94oBbk3ki59eRI4NsChBekEnjf63mjzXXpPmxHM5kuGqMK0d+qobYcoTLD7HlAS4/wBWHfqrGgMUJX1/MWxcsLjf9DIGQG+jeB9CtdyPVo4hpAofm3n3JWwrRTxYgeYToeMsVetH8+rroW75QG2K+3T+2OBhTm5IXd7/Ic9uf4erel7i+/1WyanTqy1Ay8pA8WQ2g3APzpdY5Bu11IpkSq5Qk8qC8UZFrFQc1+ZlN6lslziD6a4g3qnH4D//sj7h+c4e20PTjFl0R0ZGartCkISVRGFDGIgNcVwaUdSjjUFaiLEQOdC3QTpA4QWwl2gpip4icILagrUAZZoBe1t5njvqY11yT8vgWD4cBUQMGF+aI2kN3ahA1TlickjitMVphdYyJYoyOsCJC1gJZh/NaefCtahBGeGD+gGG3AaRTECYrBAdxwY12xWarJlOQaUemIFcWqWraQiCcIrMCa6FlBC0T5rWgbQQDI+gZQccIEiuIav+9kQ/wY3WAi5opZE1osGGb1eAih00FpqOYJoKbcpfn5Re4ab/ILbvJdfEBbvEenFD0ypif+8xH+eDtRwEYLT1Lcemf0ym/hFhIixLpAP3Qe4ke/xjRY9+J6q4EoH6W2rSofhcIYnV2Tu4nGkDummm8S31wE3e4iTm4hR1uYsc7QWmxj8sOuVuGi2iveg/zwSVk9yKqf8n7l+sEEXeQadcDc52AShZSqcPrsXa+bsOChdMg96nqrfkbO3LcWVp7o4Qqap+uXLuZ72zjOeqO2aQcnRa8TBcBeG1D1fujkBxjj76uBxhGGCZRsE9JTtqpZElOldaY1GFbgiRqkwQQnqoAvmWLVLSJRZtUtEhEm4QUgZgrGJ31/q1eJod1sw8BJ4TPHgmTk/h1CWhACWSsOXfpCfrL5x/Yufh2gl9ncRZn8WDi7Dpy53Az65Jwj15QhZ9B8NcnrLPUtvSw2ZbUtqQyJUU9IasmGNMUxvTn++hpFwv/g/+AXg8F72K7iwU/+jtt83ao83YcYB2jep+t8iW2i+vsFjfZz24xzLc5JWcBiWRV9lmvNBvjko39MRuZpWOOvhcbJZjBOVi6gFp+CLV6hWT5MnFrgGwvh8Lzc2DeRGUtk6risCj5/M4On9na5ct7e9yaZkeOv9Fq8Z6VJTanGc8eDqnsUSVgP454vN/jyaUB711e4fFBj0ES05KCuJ5S5ntkB9fJrn4Gd/vriO2X2a53eLHreL4Lmy1/HG0079h9Fx+4/WHeufMetF3o16wkyCeXUO9dRTzSQ7YjaL31gfpRSG7gsMRuTbHbGezmwcc7KK8n1RvWbn6Q4RofJheyqe8WjS95oyLvRYiOt12hFyESFSD5UasVEaujos9GCHqX78Mo3+O57c/wws7neGnvGW4dPnvCikUJzVr3Yda7DzNonaOXrLLcPk8/XQtq8g6xbhGpeKYiV0FRLt/k7GHrXLCfDUKmsH1x2a/7z8jBvA8a1pvHTt2XRR2WO5bg4450R62z88Tk8BqafZp1/9g888jiLaOv9Hu09YNjGmcQ/TXEG+WJ/t3/0/+L6g7pHwpBV0R0ZURPxvRlRE8m9GVMX8b0ZEJHRCgpQzaZ75G7ha+ydbOvLRA8ywEtJVpKIqVIhKSlNYnWREKhlSQSgthJtIPYCpRxEFTyGIesFyq0LwKUJg0yABNnLZQ1GAO1CQWBzHxqnl9VUNezYwjrwArveYUEp/Gv/M2JQlpy5ciUJVOWPMwz7SiV8wpt7TCqxogKI6YUakihd8nVJkbvU6kcaRPecevP8d4bP8r6+DJNE+65/og/eOQG/8vl20yCz3ns4CEiLjs/XSliunWEk1DHNSauGUvLdVlxg5rrruamMZzmeLckBQ9pxRUpeVRILiGJjcOVfrBAVKBq0AZiI0gMxEaiDR7A1yBqgayY7S/CXL52W3aqGPK2YRwPuR1t8fXU8EI6YCs1fGD7Yf67r3+AyMYUyYSXH/88UfpplorniMtvIhYLckQd9LmniC5/hOjxj6H664hOFxEnXu3zFm9IncXJmDUu53fd8MBp6+6EX2ezPGOZoZPjrA3Fgys/nxxiRrex4y3M6DZuso2d7uCyfWyxjysOwN5LZUiBiJcQyRIyWUG2LoTpIiLqIZQOBT/bCJ2CjkAnr2jLMvvmLnbyBHM43aQEh8JZc5/OBf/OIqQVFwv7hOVX9A18I6LJVmqUIlJglaOUBYXIKZiSMWUqxhQiP1Kh3s/9pKOYOrXULYtJwbUlItUkqk0iA/yWLWJSUlrEooV2etaRFdZ/faTz92mBwAoXqtf764iTEtEU6QkeiUIKn/qpNUIrlPLpxVLpUPPDW1qJkL0jlUJI6adgvySQxLr1QBvaZ/DrLM7iLF5rnF1HzuJBh7E1ta0CLC+pbUVpMopqyrQacZDdYn+yyWG+xTDfYZTvMMp3GRf7vFJ9pnuL47B9YZs4un5iX3H8uYtHOf0YgvngwGnRUm3OiR7ruWRjOGVjb8R6Yb33/0LYKMUubSCWLyKXLhGtXSEaXCZu9RGt/rzw/DFgDr7NkxnDuKrYnmb8161tPr+9y1f3DxhV8zawAB7r93hqZYnHBl0SKdnNM/pxQktFHJQVV0djnjsc8vzhkPoYalqKYx4b9Hjn0oD3rizz5GBAN45oSVDlmCLbYbL/EvnVzyA2n6PYu8Z19nmhCy92IdcQ1wnv2nkP77/9QZ7cfRfKLWTWrqfIdyyj3reKfKiLaEeQqjdlEMu30xve4X287XaG2556Vfl+jjsovfJ6VPr97ha6KXYZfLw7/jN0psZVGa7MoC5wVY6rC5+5X5VeFFSXvs9jTBCDS6/oQM6WxcLyye0ahMZTKoWXsi/s70TI3BB3LoZ7PKTwMHwQIHk3hq6GXrBgaSlkpEIfIRTtTRatVo66I9xrX985x+bwBZ7b/gwv7n6Bl/aeYW9688R+qe6y0XuU9d4jnO8/xvn+Y7TiAd14mUinXk0uY7SKUcG69kGHt3b19QsLaxmVJYdlxbAsGZYVw7JiVDXLJeOqYlRVTKqaaV1TmFdv5Tsf9HAhh+b093vHs3CHB+54nGObnYP/63d8gA+fW3+ll/qq4wyiv4Z4IxqHtbX8zrPP8MUvvshYVIyimkNKDqkY37UAwTwUgr6MWVIJAxkzUGFZJPRVzEDGdESEEE02mfOcGhfsII6uNz986UTI8pEBqktfyEcpIiFnED6WigiLdAZhvT+5sDXUBdReIeBcjakKxHQbUeyh8j1UsYcu9onyXXSxj7iLj5RDYJIl6nQNk27gknVMss4kXmGkumROMq0r8romrw2lsd5n3OKtVqzDGId0gsjOJyOch+HakinHtIHj2gNyoQVRJEgiSTeKGKiIjnAkZCh3iLXb1NVt8nqbsd2i5vSUOmc1F7d/mI+89L/nA7fehQ43+UzV/KeHNvn3j9zgG0tDVpzkERtxxcU8aiIuOklkBHElffFRacjSijIxuNgipCKWksjXtUBIhcGxaS1XreGqqblqam4Zc2LQWgGX45jHktRPaYs1rTEIauv89yKMDkfh73SjiLbWJFqRKE0kQ7ENFxICSouoHZQOUTaefwtQr5mPK+wwxw0LGNWI6t4uP8YppE1wLmZnsMXB6iEtGdOqbxPLryLrLyDsZP4EmaKW3k107kNEFz+G7K0guj1EK0bEvqL23FYo3JjVmUrozQxn7NwjsrS+KFdWz4qAzXc8CcUJi00qLKYGa8AZXDXFTDdx2Q52uomd7mCLHVyxjy0bQH736uhNiLiPSJaRyTIiWUIkA0Q88NvjASLpe1shEbxKVey9zOMOMkoRUYJQsX+NpYXCzGH2wrIrFmD3sceOLJevM/zWIjRO1Rxmq4UUx+Pbmt9Qkwqpjm1r1u9wLKscRhgKN+ZWdpXb2Qvcyl5ku7jGbnmLkdm740vtq1VW9QVWogssq3WW5QZL6hwRMVL4QdimUSZ9fryH2A3IlgIhFUoqUAqpfENdaInQCrRCqgC5G/AtVUi/VwilkFLOtgvk2+L6cQa/zuIszuK1xtl15Cxej6htRW3KoCavMKakqKcUJmNaHLKf3eZgepvDbJtRscso32GY7zIpD/iWkOSeEgLJSrzCOdtmPXNsHIw5v3dAt3InQJONW7il84jlC8jlh4hWrhAvPYROex6Yx+0g3LizJWBtLZO6ZlJVvDAc8We3t/jS7h7PD0dHFOWRFFzoJAwSgRQV4ypnVOVM6oJJXeKApTjlqeUN3rd8kQvtJS/0c4KbkykvjkY8ezjkxVPsX1aShMf7Pd65PODp1RUe6/fpRBEtYaEckmc7THZfoHzpc3D7OfZG17imRzzfhVstaNUt3rP1Pp7e/CCP7T0R2nzhG3I+Rb1zBfX0GvJ8B9HWiPT1E+bNIHnI5LfTCreb47am3sP7oPDTsPTWK6/UbhcE1bWEtsW1KognODXCyj2c3cFWQ1x5GCxVhrhiCHew9rlryAQRdRemHiLuIaI+Iukh4yVEawWZriCTJYSKvXBEKF+YWPj+TlCVLJyUMHML1lan1YUQQDtCRnIOwmMFiW+HCz3vS7zWfnptSq7ufonndz7Di7tf4uX9r5JVwxP7DVrnONd7lI3uI5zvP8Fq5zKdpE87HhDrFon2xT1fa7igCLfOURjDsKw4LEsOi5Jh5eH3aAGGj6qKcVUxrmomdc10AYh/a14J7xz/9Ls+wp+/dPGBHf8Mor+GeKMahz/8P/17hlVNYqHjBC0naAGJACUcQlicsBgsFYYCQ4YvSjmhxjV5YXe5nkgHfRRLaJbQDNAsCcWgWUbTEwolww1HNBmIjgqHEWHwFK9sd7LhWf5WbpzBWoeqJ7TLfVrFHp1qn3a5T7vYp13ukpxykVqMUsbsd85z0N7goLXGQbrEYdznULcYyoihswxtxdgZhrZmPHN5vr/QCLpS0hGKrlT0laIvNX2pWVYxfRXRA6Q7IKt3GNXbjMwWo3qLkdmmdJM7H9wJWm4ZZS8zdY9h80d56sZ7+J5rl7k4bc92+/rSIf/hkRs8d2mPS0rxmIu4gqaPCJ+nRdYKUWsKBWXbYQYS3de0WwlLaYtWnJBVlklpKGtDXfsipjGSVEgSFBKBMI7MGl7Ipzybj3mumPJcOeHQnhykGUjNk1GbJ6I2T0YdHo9bpFJRhcGW0lmsACmEH0DRkk4ckUaaRGniSHoYJe49JdI5R53nFHuHVAcjpnsjysMSMYLWWNOeSlRhUPaVj+dw2KjC6SGOLRA7WHWIkwe4aIxYXkVvvIvo/Hei2uvQNChFKCbS+L4t+qQdTwNrvCvP4jXHrJBSZbFFDdN6rpQOKgyhguKgKaglwri3NTjnM1ycyX1dhMkWdrKJm2x5SJ7v4/J9bL4PdXb3FxNC6A4iXUPGq4h4BREtI3UfoXoI2UWoLswUyxJhGqWGQjgNTuKsQFhBKN8AlfODSTP4PV9+XUN5+E2sfGpjA8KToNg49tiR/RKFixcap8d9zI8PVMCpFjEnrsmCI/tYW1PYKbeLl7hdXGWzvMpmdY2d+iaH9vRCWAAdOWAtusiKvsCyPseSOseS3iCRKUoqpIyIdUwUtYm0r1qvtAalEJGH40I3wNurv48UXVNzhfm3Q5zBr7M4i7N4rXF2HTmLewnn3MxupW6sVxpQXk+YlkP2p7fYn95mVOwGRbmfnwa4FiNWLZbaGyy15tOgvUE/WT3hLzwv+ucW/oeZXHbBgmC2dKyZMxdzuBP7Ng+7I1554Sm2xpVTZDZBFGPIJshiAsUEUWaIYgrFFFlOEcWUpcNDolM4q03auKULyGDJEq1eIRpcQqWdAMwXFOY6PvWcOeeorGVclRwUJbt5xtf3D/ji7j5fPzhkOzsqKFHCImVJ5aY4irvyhuNxpbfEh1Yv8h3rl2mpBIGkto7M1NyYTHlxOOa5w0OujkazpNIm1tKEx/t93rW8xAfWVrnS79LREYmoMfk+WbbDePs56pc+T3n7OW4V13kpmfJCF6Tp8d6tp3n69gd55PDR+XsXDnsxRb9zFf3+c6j1FnQi31a+S8yz5v3cFga3m+G2Mw/LZ4UuC9yo8v2ZVwiXGGiVuHiCiw6xchcntrHuJsbeBHO67/YrhtQ+0yDtzedpH5n2Ee0BojVAdtaQ3TVkd9UPskgFUoPSHopL7YVAx2tmHffrOO2xI9vcXR5bWJAPpo89zvd5bsdbs1zd/dJdrVnO9R7hXO9RLgyepJ+u0YkHtKKeL/Sp07v6lTcwvDCGg7JkWJQehi8ow8cLILxRhE+qmkldMa3Na1KGNxFLSVtr2pGmpTQtrWhrTaoVqVK0tA5zRTL7bJsPQoS1+fqJZJuFxcUMm5P7ncy/8Y4ZcwW9DXYyNoh4fVK1wVhLaS3TuqQwNbmpKIwhNzWlqSmsITcVf//9H+X7Lj3yms7X3eIMor+GeKPsXP53v/P72NeYti2dJXEV2tXIkI9uhKMSgkKIOWifFXKwzA3YrIeIzrFkSlZNyUpdsmIrVuuSFVOzYipW6oplUxMJT7Ic0j+vnhJXe8TlLspM/fsCcqk5VC0OdcqhThnqlH3dYy9Z4iDqcag7HOqEkdKMhSAXr+4r2ELSFYouio6QR+ZdKemi6QtFl4i+ikiEQgqJcTVjdhnZLYZ2m5HZ5tBuMbLbZO4VGm12QMeco2s3SMU6U3WBPbnKlmhxw9Y8vrXEf3P1Et+1uYZy/rOd6JrPP7LNS4/v0lkvuKAUSgWFpFA4IcHEqCxBECFbErmqaK/ELC936cSRt9yRR5WOTdpdFkYkD8qSSVVRGIvDoWWA6lKhhUA43xjYyQueHw55fjTiudGIl6aTE6oAATyUtngi7fJEq8OTUYeLUYIwUBlDZQx1sNnQQCQkLSVpK03cqOSPvV4Bx4qXHJ1bV5PXE3azA26OdhgdVrQOYpbzNrfUhM8XOzx5Y5kfvHERTY1RGVm6RbtKvR3DK4TD4OQIkgJ6MXJtDbmyhOi3Ef3Up8QlKtg5LJyPpiCJkhAJSDUiUYhIzlPLXsFn7ds1nAsNz2Af4goD08oD89o0lyDQEqdsKNjgQbktc+zWNu5wDzvZxY2H2HwIeYYrc1xZeM9upz3ERoflyMNuogC3NRAjZAtBCiKe7+MUWOnBtxVvvLBJCu/flxyH3+oO8Fsegd8zIK6P3kfmnqycLPLZFESDOegWzAsPBag8K0zUFCpqXq9gXvgsFDwTzbLA/45Nxvb0GrfGz3Fr8gKb0xfZzW5wUGzdMc26pXusti+x3DrPUrpBP1lnqb1BrNsoqdAyJopSWlGXJGr7NEqVhCr2Z37/9xpn8OsszuIsXmucXUfOognrTFCTzyF5ZQoPyqspk+qAg+ktDqbedmVYeFA+ynfI67uIk4A06h6F5K0Nltob9JM1Yp36v20rjK28halzGKewQhJLGZozJ9vm92s1EN4oWOOhdz5EZmNkNkbkE2Q+RuYTRD5BFBNkPkEWGaLMkGV+14zrU/9U0oHliwGYX/aWLP3zyKRzVGEetY4Ac+MslbXU1lBZSxXm47Lk5nTE1dEBL49HPH844va0YlQ6jDvWfqQEUYDIgXp2TiSCpaTFWtpmo9Vho9VlJWmzkrRYSlK0kDyzd5tPb9/kawdbs+Z0JBXvW97gY+cf4gMrD9HSEbVxTIKKdlrVXJtMuDoc8dzhkJdG4xNN8XOtlCcGfd61tMQH11d4uOc9kSNbUOV7ZNMdRptfhxe/zN7eN7hubnG1VTARyzy19X7ev/lBLo4emp9faSgvStL3XEA9fZ5ote37crXF1tZbrGzluN0MFjzJ79WX3MlyAY5vYtUeTu1htZ8j7sUeEohaHoYnHWTSRSRdRKsX5n1Eq4dsryC6K6jeOQ/NVeQBuNIg1RySyzfGauTNCOccW+OrPLf1GV7Y/by3ZpncOLFfqjuc6z3Kud4VNvqPcqH/+MyapSn4edxSsbaWW9Mp10YTXh6PuTGZcHMyZTvLGVXVTBFe2vv7jZ8WifLgu6099G5rRao0La1pKUWiFa0AwhtA3laaTqSJlEIKb7qjQtatEoJYNg4SgigsS+Ftdxrf8sWhxXnZLIcNo1vz8lsLPuaBkxjnqJ2lNnYGwitnvROEtUxNxWGRcVgVjEuftTKtK6amJKsrclPN5rmpKU4Reh6P/9uHf4gfffiJ13y+7xRnEP01xBvVOLz9f/8eJg7GKmUiUz9Xfn5im0wZqxYTlTBWLcYqxYi7j57eW1ga6/67w3ZHt56yXE9Yrcacq4aktmSkUw61B+YHus1QJVTHRy/vIQSQImgJSSIkqVRh7tcTqWiriJaUdKSkLSNSJdFSeasZKVFCIYWjtmMKs09R75HV++T1PtNqj2m9T1btU9rxXV+LlB0ivYbW67TlBstcYK28RMde5KZ0vCAyXrIF16qcwjnWs4QffekiP3btIhtZa3ac22sjtt+5R/X4EJFolFAoGSFFikFSG0lUatI6Ik416ZKmfU6TDjTtNCKS9z/AUjRQvTYMy4JRWZMbf1GTUpAoPyIZq/lnVBrLtfGY54N33fPDIbv5SXuLllI8NujzeK/HY/0ej/d69HVEZQxlZSiNwda+ERuHz62rNR2l/ecpJZETswKGMx/9prJ9+CIIBEbU7JVjbo8OGG9P0WOJaBu+meb81+GEn/6vH+GJwxUA/vDx/8QXn/wVBmWbQb7EWr7Bw/XjbJTrdKYt9FSg8jj4ub1CNN5swYtN9HzxEtHRiH4C3Rjh3ByyN0p2LT0MTfW8mEkD2b9NAPuR4pSVxeUVTA2uqHBFObdXEQZrhrhiB5d573E7PIADC8MEMeki8hVkeQ7Bm1itfCF9EC2PVnYPdiQnUw0XtoW0xBMgfBGU63tPTXR3gOENKD9yKw/wWywC8eY1RnMrlqZq/ZEBrbD8Sq/LOkNRZ2yPXuLm4Te5PXyBzeHz7Eyusz+9hb1DkdVEt1lpX2S5fSEU41mn3zpHO+oFWJ6gVTxTgUQqJVJxgOVn1etfa5zBr7M4i7dHfOITn+ATn/gEV69eBeCpp57iH/2jf8SP/diPnbr/T/7kT/Kbv/mbJ7a/5z3v4Stf+QoAn/zkJ/mpn/qpE/tkWUaapvf82s6uI99eYWy1YL3iYXlZZ0FRnjEp9tif3uYw22JYeMuVcbBeKc3dswHb8eAIKF9qe1jeT9eJVDTzRm9AeWPS5tDUKIRIQCZUNqJwktoKYN43bAfwFCtFrASRkEQCLz4rxr4w/OQAN93HTg9w2RA3PcDlQ7+cDXH5GFeMoZjAfQLxWagYkXYQcQeSjgfhcRuRtCHMRdJB9i+g++cQUQvZGvjnBIW5kTrAcQ/Ia2uDYrNmr8i4NR2xlU3YySdsZRN284y9MuOgKKiNBlJwyZH+kGcABUIUdGLHUpzQixIGSYu1pM2FdpeNVoe1lu/f1tb6fHDnm5daSiKp0FJgnGNSVQzLjC/tbfFft65zO5v3uZfilO9Yv8T3X3yUdy2tE0mNc4LDsmBUVuTGMq4qro3HvBig+vXx5ASzPt9q8cSgz7tXlviO9TUudDp0tELajDLbZTraZHr9G5TXvsTN0bNck5scimWe2P0AT9/+IOemG7NjVapksjYisQnRVKOyONRku3M4ag/FAxx3ulnexao9ENnJARmZICL/GYu4g0i7Hnq3ugGG971SvL2M6K4gO6vIKDkGwhUizL1y/NszO7q2FS/tPcNz25/h6u4XeXnvq0yrwxP7DdJzM2B+vvc4q52HaAdrFq8ybxGrlFFZcm084eXRmJfHE25OPSi/Pc3YyfITnv53i5ZStCPtIXdQgLcaJfhMFe4h+KJivK01sVYhUXYOwaMAwGMp0WIOwZX0j8swKTFfX9z+asM6R22tB+SzuSGv/bVmO5+wl0/ZL3MOy9wzp6pgVJVMqpJx7eeZuf/ieQLoRgm9KKYXJXSjhG4U04+8jc7/6bGneMfymSf6XeN+G5AA/+bf/Bt+4Rd+gWeffZbBYMCP/uiP8ku/9Eusrq7e8999oxqHX/+j/41vvPw1TKemkwzQLgUhMGFEx9+kLM55v2llJLrCZ9dLQ6FqxknNVBsyZZkKR4kgR5I7SeH8PHeKAkWOn2coitehUOc8bW0BtgfgLrBEwnmuKCyxcLSEpaWhI6GtBe1Ik4aLTKI1UkVIGYWLh/eYlcIXXRNC+B+0KSjKffJqj7I6oKj2qKp9qnofUx9g6gO8j8LdQ8kWabxOHJ8jjvy8Fa/Tb52nr3p0Ms10H16alrxQ5zzvptwy5exGLq3gY5trfPylS3zH5qovOgfUseHgnWNG782xa94vzDpJ7SQWP/IXGUmrUD41rSdprWvS5Qjdfv1vhrW1ZLVhWteMK59elAclOQhipUiUJAkjmE0cFAXPD0czsP7icHTqKOtGq8Vjgx6P9/s8MejzULeDEoLSWgpjKIzFOocEYuVTjTqNvzqSBIiRaEsA6o2Xurf7sLVlNJmyc/uAfKvA1BW0Cr4oxvS/cYm/8OKTAHxjeYf/+SO/Q9b+n6mZp8ElosXjrad4TD7Oxel54r0R7f0hyUGGyhTCLiHMAGGWELb/yqBdCsRKglhr+Wk1RSwlvgCKc/49NJfURsGuvdKYtKkWLhcA+9vTh90Zi8tLyEtcXmInBUxK3HSIHe1g821svuM9x8t9bHmAKw5w+SHkElmeR9YXkNUlZH0RadZO/zuUOFV4hboiZAQI0CpAbO2XlfBm/0rMvbq1hChCxBFEfnCDSCMiDWHy3td38Pt+wJ/LXC1+imI8+MAfuTkLjkLxxSI7WvrMiFnWRAPF55D81Q7kWGep6pzdyXVuHj7LreFzbA5fYHt8jf3prTsWwdIyZrVzieX2xaAgW2eQnqMdD1BSo1VMpGJS3SWNumE9IVK+UM+3U7hQdd45n0H0IOMMfp3FWbw94t/9u3+HUoonnvCKq9/8zd/kF3/xF/n85z/PU089dWL/w8NDsmwOLOu65v3vfz9/+2//bX7u534O8BD97/7dv8s3vvGNI889f/78fb22s+vIt1Z4S4Ka2hRHfMo9JJ9S1TmHxQ4Hk9sM822G+e6CR/nOHdsBTXSTlSOQvFnupWsoqWeQ3tja1+iCUHBbY9EgEoRMcUTkTXmYynE7K9gaj9maTtnOCzaLiu3KkgrHhqzZcDkbZsRGecDFYodL2RbL+S5ROUGVE8SrTT/UiVcDJ20/j9vIuA1JA8YDJE8CKE27yLjlvaOl8naSYbIqBqmwUuKEwgiJ0TGVUNTBJiKrSw7KnK1sMoPku3nGXjFlv8jZKzIyc0zd7BS4BFwKxEf81JWAtZbicjflcrdNN0qJpUYJX2urG+lg/yADxFNoKQP0i7yNp1RE0g9UxEqhhaR2lsOyYD+fsltkTCuvgP/C7m0+s32D6cJrvNJd4mMbl/mBi4/yUHeJro4orCOra2+FUZTkxjAqS14cjbk2GvPs4SE3JtMjb1MA59tt3rHU5z3Ly3zHuXXOt1ukWiCqMfl0h8n2bYqXv8nB7c/xcvk84zph4+D9vHfzA6zkJ/mQxTJKDhkmu4yTPbJ4jzzeo9J71HoXISekxLRISEWbVHZo6R4tvUTcGqDafVR7gGgPUP015GAV0eogdeQV4VJ5EN5A8UY1/m0KxV8pJuUhz21/hhe2P8fVvS9x8/CbGHv0+y6F8tYs3Sts9K4Ea5Z12nGfWHc4qBSbWc2NacH18YRbkyk3p1O2phnD6u6ZARJYSRNW05SVJGE5SRgkEW0d0Q4QvKMj2pFGS4FEzEC3FmJWX7BRgh+H3ceBuH4dIDj46/pcNT5fdoAJYNxDcf973cuns4G3wzJnVBYejtcF4+q1QfFe5Afn+mGQrhfF9OOUXhR7SK5julEcBh98H9Dbv3ge2jgmKCF438p5lpJ7H/S/3/iWgOj324D84z/+Y77v+76PX/7lX+bjH/84N27c4G/9rb/Fk08+ye/93u/d8999o+xcbv/Nl+nlq+x2rvPC+md5Yf0zXFv/CjY2JKJNTDN1iGijafu5a6Ntl6jqo+oOwkpKZSijmiwtqGJDEddYZea2ryxk5DuLRVBaRwG+QeL8VFpJ4QSlE5RW+rmT5FZQOElpBZUT2PsxRrtD+ALLkkQKEuWniBotcqSbotwYYYcIu4+0e7h6B2X30WRIcTdQLoj1gCReIYmWifUKcbxCGq0Sxcu0ohW0bKOkIJaCWEmwjlv7NdcOKl6aFLxQ5YxPgfHvzjv8H19+iI+9uEEnm6fQ5ZdqJk/XTJ9w1ApK60fuJIJISVpS06s1rVoRpYp0WSGXJaIrvHL1DQrrfAMlqw2TyhexWCxMEUk1U6urBehmrOPGZDJTqj9/OOLWdHri+JGUPNrresV6v8/jgz4raTIrnFEYr56w1oFgVri0rRXdKJoPqijfKBMOqC2mNhxsTdm/OmK8O6WOM7AZt67BRz//LrpVzFiX/D8/9GnS89fpmS/xsvoCuZzb80Qi4bHkPTymn+AiG8jJPq2Dl0gPX0INbyCcQNgewiyhoiuo9J2o+FEwA8TE4vbvUhBGCg/UV9MjgJ1ehGigaL3g5d94v0XS+7CnwYc9WoCi+s1pTDlb++rtzbwsseMJdn8Ls38Lu7+NHe/gpr4opy0PcNUQVw6PFuh0Clmf85C8uoisLyGrCwjXOf3vxgX0chgYWJGI1QQGifewhmAjEjz7lELoGKET0LHfrqIjDVLxumTqvMK5muW9LcztsfUm08JxUi3eWKg000zFLj30b6D4MZX4varF7zWMrTG2orIlB9PbbI6usjl8nlvD59kZX2N3coPqDkWLlIxYaV/wyvLWBfqtdQatdbrxEkrGKKXRMqEVeVgeyTioy72y/K04iLQItZsGZ7PNhsK2jRLLe/rNtzW+qNY1z3EY6zDB988sFBMy1h45phDwaL/H6n0oQu83zuDXWZzF2zdWVlb4xV/8RX76p3/6Fff9/d//ff7KX/krvPjiizzyiPcP/eQnP8nP/uzPcnBw8Jpexxt1HamtZXOaBVexk0q7I+q7ACfO4vS4mz95Xk+oTcko32Evu8VhtsUo2wk+5R6WH/cTXgyBoJeuBTh+jqXWOQbpOZbSNXrxiq+hZXJsPsEUEygnyLpE1BWqqlF1hagNoraIusKVBaYsoCooK8NNIm6KNjdkl+u6z3W9xGY0eFWWqB2Tc6Hc42K5x4Vyn/PVkHNknKOkqxUuauOSNiJqI5M2Kukgwly1eqikg4xbWCROSqxQoCOs0jgZ4aS36XRCYqXCIDAIrBAYIbBIXzYnKDwLU1NZ660MjAdaO/mUvTxjt8g4KDzUGld3H6jAQSJbaNGmNhHlsXpSq2nM4/0uV3pt+ommsg5rIdGSXhyxnCQsxQkrSUxLx0RKBVAuAyxX9wX18rrisCrYySYcljmTquSbh7t8ducWX9nfnPWHtJC8b2WD7z7/MN99/hFW0w69KMY4xzT0V4dlyUFZet/pvODqaMzVkfdUvzU9mukggEudNu9YGvDU8jIf2VhjrdUiEQ5XDsl2t5jubJK9/DVuHnyGyaQmnVxkmEzYau2x197lMD3AyFfnUy2FItEtEt0h0W3SqEOqe7SiHq24Rzv4bbdjr4juxIPZPNEdlNRIqZBvQB/mrRjOObbH1zw03/kc1/a+zM7k5RP7JbrDRu8K670rbPQeZdB5lMO6zV4ZsZ3DVl5zOyvYnGZs34OavK3VDJKvpB6Ur6YJa0nKajslCQC8FSxUEq3C/UfOnC8FAiX9PLhdYp2jcpbSmLnNkjNUxmKc9wBvskoqa+bKb2uonKM2ftvMpik8vpiNsqgWb+xUGkhunJ31QerQ7yitYVyVjKvi9YXiUUIniunqmE4U09YR3SgmUToAfDvrU4VPG5xASjFT4EshZ/d2PbMH1t6eK3wGq0kL/SpcL+41viUg+mlxtwbkL/3SL/GJT3yC559/frbt137t1/iFX/gFXn755A/wTvFGNA7NyHD1577C+vYVpJt/ESyW24Nnef7cZ3hh/TO8tPolanXnG6dAEosOMR0S1yVxPWI6aNFGyTY2TnA6wcQJLkoQooVz0ZHiJ7KZhEB6x3Nf2BS/i/dMstgF65fKOkorKImoREQtYgoklVMUTlJYD+lz4yiMnc0LY6nca2/kSmoiUZFIS6qgpSSdKKIbpXTj1KfJaO/T3dLCz5WkpSWxFAxLw9VJxrWDgpfGFTeL+gQy18DDUcqTUZfv2dzgvc+u0n05mo3mm5Zj8pTl8KmKcd/gnEUKSaIkLa09FK4lSeEbIXQEckUgegLRems09J1zFNYGsF5zUHhf9TwoyIUQAWorP9iwEE0l9wasv3A4YlKfvBgvJ/EMqD/c63Kx3WYp8QMQlXVU1vibiPEZDSIMPMRS0YlUuAAHtXwF0xsFBzdyDkWGa9VEhxXdP+xxYXsAwL+78k1+9/1f5keSDR4a7/KS+izX1eeYcjB7TZqIK9G7eIJ38lB9EVUNSUcvkYyuoobXEAu+zaK1hj73flT3IpQtxLQNkxZiksIoglGEMHf4PCWwpBArEawkiNUYsRLjehrhBBgQFm9tw4LKOCiMRaJ8FflIzcHqDLA3PtQNZBbzbZwErMfhOLbGVgVuvIsZ3sYcbmIPt3HDPdz0wKe4ZofYcgiv4FuJbQVQfhFpLqPqhxDVKsKdcpMTDvrAsoAl/LQiEW2FQHlLFBWDjhAq8UB8sfBNA8tfxUCea6rCHwfesFBMc2b4Nls/4R/ezJuQIpx2MfMJn3mJN9Y+kbdPEYsq8eNQ/AHY/lhnMSEVurYVxlQcZFtsj6+xPX6J3cl19qe3OchuM8x3Tqg75m9RsdQ6z0rn4syGZZCeo5euoGSElhFaxqRRlzTqzEB5pBK0jB8YLG+K+vgGpJ+be4La8wI39WlQG7DWUlsXGqKO2ob9mwapdRhsgO1QB79AE9YbcH7kddhm3S085sIAp+G/uXKZj26ceyDnCs4g+lmcxdsxjDH89m//Nn/9r/91Pv/5z/Oe97znFZ/z8Y9/nKIo+KM/+qPZtk9+8pP8jb/xN7h06RLGGD7wgQ/wj//xP+aDH/zgXY9VFAVFMR8kHw6HXL58+YFfRyZVxRd29iiNCfeQxs5jrtSTgpnyTwpBJD1Qb2rzzNLf3wDl35sd1llqW2IaSG5LSlNQVBPKOsO4iqKasD/d5DDf9vYr+TaH2TaH+SaVOWnl2IREMlBdlkSXAS2WXMKy0SzXin4FqiqhKqAuoS4QdYWsK4Sp/dzeHUpmMuLleJ1ryRrX0nWuJX7aipZwd/hcOibjkXybh4ttLlf7PFQfcsGMGcV9brXWuRmvcEsPuKW6bIkWe+L0gptNxAKWIklXKzo69B+1JFX+e2WFDH3hUChPhDaW820CD6qCF7mZe5JXbsGj3Jg5VLtPa5i2ilhN2ywnLXo6JZYR41Kwm9fcmhbkZqHvAlzqtHhs0OGxfoduFFM7RywV/ShmNU1ZTVOWkoRB7KG5egBKaOcck7risMzZziYMq4L9IuPLe5t8evsGN6fz7OFBlPDh9Yv84MXHeHr1AoM4IdVelbqYWT2aQXXLbp7z4mg081Tfyo4KPiTwULfDO5YGvG91hY+sr7OcxkS2xAwPyHe2yLd3sVWJkZDrkjzKyFVOIQpyUVC4goKMyuWUJqesM0oztzMqQ8bGnWwM7zU8gG+HqUMadTx8j3q04j7tqO9BfDQIEL4fsjujeeZ+yOKfZ/JLpPBQXiAQcvFzDlfTpv9IA4DfuOtgbSte3vsKz21/hhd3v8DL+19hUp60Zukl63Q770TEj2PUJSa2z14p2S0s23nFqLo7DJbAclCTLyd+sGglTVhNEs612/SjyNeS0/MinM09JFISCbw42uMzOzd5Zvc2V0cHlNaE3/1CnyCA4gZeL8jn3rJxEoofVYd3opiOjujoiJaOSZX2bPBYp9hrw0TwZJeze64WEq2Cra/UMzW+Eh6MSwRahvUwKKGM8GylAlc7P88drgZ1UT5QjvYtB9HvpQH5J3/yJ3z/938/v/d7v8eP/diPsbW1xY//+I/z7ne/m1//9V+/47HfrMZhXZZ88z99nXi7TWuzQ3ItJt0/qkAzsmZr/WVePvcNXjz3RW4sfY3CDSndCONOVwa+UkgRE+kuke6gVRelOkjZQao2QvploToI2UbKDkq1kQFaqdBgVWKOsAxgraGsR5TVPmW1R13vU9eH1NU+xhxQVQdY60Gcc4KaNEwtzMJyTQvkACcHWNnF0KYmoXQRpVXk5rXX/pPAac2WvtQ8mXZ5Mu3xjtYST2YD+l+OaH1ZorL5j3X6sGHvPSXDR2t0pIikoBdFdKKIRCkSJCoXuAJEAmIgEEsS0Q12DG/xqKwNo/8147KaNVQqaxAEX3Xtby7HC51uZlmwgBnx/HDIy+PxiarrAKlSXOi0udhu+3mnzYV2m3OtFkL411AaP1paBxsZJSSRFMRC0RsruGUYZSWTVkkn0qz9aczyZ9oIBC/2D/jHH/0v1MslH9cP80S9xM32N9hWn2N7/EVG5fbstUgUj6Tv5An5Th4yl0imOfHhS6Tjq6jRVcRd1Df+jQuEXULWG8j6PKLyc2k2EO70BrujxkW72GgHG+/gkj1cvI9Lxj7FT6igpNYgtF8/ApKDNYnWHjY3tiZaI3QU9tEgPXB2xRg33vV+j4u+j/no3v0dpUYkyyh5GWkfRpbnEfkyYtJD5HfomETAMrCsEKsKsRrDWopMEtCNclxxwvOvqRTeKLkXwTacBN4Ljznn5vf0xWi+qseBd1CEAyeL3mrpC2dKOQPjoimueRyWN8dZ2P6gvfCbFOx5KrSfKlNymG2zM36JnckNDrLbHDR+pfkutb1LR1koBuk6y52LLLfOM2idY5Cu02utoYRGqwQtIxLdphX1iHSA5TJGq+RIQZ7XEnYRjgeQXYfBtsOyZCvL2c1zdvOCg6LgoCwZlhXjqjqi9p5PR6F2s70B3kfX5wr0Nzr+7tNP8X9+x5tfMOcszuIs3vx45pln+K7v+i7yPKfb7fJbv/Vb/MW/+Bdf8Xm3bt3i8uXL/NZv/RY//uM/Ptv+p3/6pzz33HO8733vYzgc8iu/8iv8wR/8AV/84hd58skn73i8n/u5n+Pnf/7nT2x/kNeRrK75f3z2C2S1YRBHdOMoCGQ0baVmmYtN9qK3fZxfyxev88C8XYFDBlCkjijgGggfwIn0nf9IyVN9Z4/D96aY24OO0wp5liajqKaUJse4irquGBf7HGa3GWZbjPKdAMq3GJb7dzy2cLBUCVZzx0oJyyWsFH7er5hZV76WGKsWL7XO81LrvAfl8Ro3oiV2dPeOz+lQc46SNVExUJa+ciQKrNJMpSYTihLhB8RxeObiqIE66CVM2F4aKJygsn6qrcTaRkJ25/fnwlF8sc1jc+zdi5LeQ0TCZ+AuxS3WW23W0g7raZvVtE1LJSQyojCW29OM5w5HvDzOuD3NZzYH4LO7nxj0eO/KEu9aGhApRW0dSkr6Ucx6y0PzbuivvtFhnWNYFhyUOdv5mElZcn065Au7t/ns9g0m9VzEcbkz4Ls2LvNDFx/n4f4S/Sg5YndnQma1h+o+szqrDTtZxgvDEVdHI547HLGTH2UlSggudzu8c2nA06srfPjcOktKokyN02CFDQUUbVDOmiAk9G1ta01oa9dYV/t9sZ6DmIyimpDXY4o6ozYZeQPZzZSyzilNdgqEn2Bfrdf+q4w5LJdh8NBfQ/32Y8t3mguBCM+TAeALIWYwf74sPMRfeEwKSVFn3Bo+OxPvGKcpWKYQq4joUYy6SM4KI9vmsPS/5btFSytWk5TVNGE5iVlJU1aSmPVWi/VW6hmNUrOCnV6w5wdaG2DeXMPzuuYLu7f4/M5Nvri3ydcPtpnW91gQ9hXCQ+NFkNwA5DlIPrntzvvO7k3y+P7+czl6XNBS0dFeKd5WEYluskzmFzF57PkywPAmM8XXnFALWWFy/nePvY7T7ovOOn/prMDVQOVwpYMcbOFgCO7A4vYdduhg5HAjcIeO9O8kqEfPlOivGPfbgPyd3/kdfuqnfoo8z6nrmr/8l/8yv/M7v0MU3dlj9c1oHIKH6Nf/7JsILYja3ixfjCX6WoJ6KUa/lCDHR78kNrGUDxVkl3MmD40Z9vbJ7JCJOSQzY6b1kNwOKeyYwo4o7IgyTIUb4e7BL/y0ULKN1h2U7CJ1ByXbOGep6n0PzKvDezq2limtZJVWvEIrXqEdr9KK5+tpvHTXFCZvC+LIjCU3lklVMylrstKQ1YassmS1V8DnBgoLmXVk1pI5O3uFAnhYtXkyHTYtjKIAAQAASURBVPCO7oAnW33WdYowgvRZQetLkuTl+c26alsO310zep9BLwu6cUxLN4137X31CnCZV1IfUZ2nb31wfrdoGipZXTOpag6KgswYyqB4iKQkCefiuIqnMIarw9HMAubGZMJWlp0K1sE3bjbarRlcXwTtWkjKoOoojYWJI9oEd2jZSzMqabi81eWx/9gnyiS5qvkfnv40f3DlOR7VbT5uL7PRbTNZK7HxbUbjZ3h593PsTW/O/r5A8lDvSR5rv4tL4jzJtKC1+zLt/dvo2iCtxUtJa3DGA2hnPGh3oXCmrX0RTWsQdd8D9XoDEeZ3h+sVVm/j9G2s3sSGuVO7oeDvgwiBiPuIZAmZLiPSPjJZQqg+olxFTAeIcQsONRz6UeFToysRazHiXOJB+UYLllKk0ifg+GnhagvNVHl178zO5G7Ae9HqRIn7BN7MwbfgDekA3080NiuLhbWMrWZKmFG+x352m/3pLa8kz7Y5zHcY5duUd7BfAd947qfroYDXOfrpGr1klU6yRDteQkmFkrGH5apFGvdIVCv4lnto/mph+RyMz5XjtXVM64qtac527gv57BUlh0XJYeXh+LAsGVcVo7K6ryI/DyJOK+CjGiBzfNsp+51QQobUz7I2/LUnHuWHLj/0wF77GUQ/i7N4+0RZlly7do2DgwN+93d/l3/5L/8l//k//+dXVKL/k3/yT/hn/+yfcfPmTeL4zupbay0f+tCH+N7v/V5+9Vd/9Y77vRlio81pxl/+gz965R1DJMp7NjdF3RanxeJt7WgO31PV1GXynf3GM3YRxi8Opzbj8w24OK6C11KEQotzMOObKSKApKPAvrn2N6ChESg5Z7CuDqrykmqhkGdZTzB1QV2XVPWUUbbNaHSD0eS2V5dX++zbEeVd+mSpgdXCA/LVZgrQXC1kC1upMCrC6MjPVYTVMUbFOJ1gVYJRMbVKKFXMVKaMVMxIxuyRcFO02BUpBy5i6DQTpyjdndsOEouWBiUMQhicqLCuxuDV2w80HPgcZAXOzwU6LN8dsEsg0ZAqr1xva0UnknQjTUdrEq1JpCRRfhCooxv7SklLeaAdKQXB+9f3tyomtWFUVGzlOddGOdfH3vt9MVbThKdXV/jQ2iqP9/uUzlGYGiUkHa1ZSRMGSUw3inxW9Fskams4LAv28il7Zc6wyPnm4Q6f373Fl/e2ZgpeLSRPLZ/ju88/zPdduMJq6lX1x9vrdmb/UjMKfdXcGLamU54/HAX7lyF7xdHz10D1tr5zrbiZRvuOX4FwjVjwnp4reYLYR7jgUe0W9nOzx/1v3uBcPV/GL3ug32y3R/dxhrmaaP43xbHXcHT9XvY5ue7Pwv2t3+24Fk3BgII1CrFC4Vqnn94QjZp8JUlmtiuracJa2uJcO6UfMtfTcK1vBkRjtXg9Pv1D3MszPrt9g8/v3uKZvU2eH+6dyBSJpeJKb4mHu0tcaveJlULhYbGU/rsqF0C3B+XyCGjW4VrfvIrZ0pFZkyEAJ7dy5PnHQ8yOs/g35v8125taB7GSRELNwLcMr3EG56UMg8V3Pnd3ClcvgvKgJi8dNnOwD27PQ3J3eAyUD92dWQOQ/p0E/ZHXXtvxTvEtA9HvpwH51a9+lR/6oR/i7/29v8eP/MiPcOvWLf7+3//7fOQjH+E3fuM37vg33kwl+vU/+yZG1kTtyBfTFBLZFDd0IPcV6qUE/VKCfjlGFEdvgLZnqB8pqB8pMA+XuI4NTw3p67gg5PQp6KWbMq1G5MWYvBiT1SOmHDIVI6bigEx42F6YEaUZU5tXsHE4EpIkWiKNV0ijFdIGjEcrtBK/HKv27MffMDG/fMoP04SpNjhjsbWB2mFri6gFqlboWqGsQjlNRIwWMUpESKFQwit2pRIIpbDCUUjLmNpXa1+4YaodaH1J0vqqV5E353B6xVK836LfqUljFdJ71Owi5WoHU3AViEQglkAOJHR54CrUNyucc+TGD1pMg6/6uKpDWhNoKWa+6qcVyWs8Lm9Op9yaTLk1nXJz4pdPK17axGqacKHtVeuNcv1C3Ka/H2E3DXvkbIkJjB0f/pN11m76rI5PPXSVf/bBP2USVbyLPn9Bn6O94qhWBOfaXWK3z629z/Ps9qfZHr+08BcFF3uP81j/XVyMNkicxFmHrHyKkawkohRElUIahTTN6DwILZBKIZSb8V1hLdI5hLWIqUSPNGIYIcYRchzDOLpjRXgnLLSnuNYE1x7h0iGuNcRFI6DGmXoG9/2yAResW5xBRB2EHiDjgQfmrT4i6UHSRcZdKBUcECYB+8DQnZ72oQSsxshzLcRGB7HRRp7reNuZe/n+WOcLxwZg7poRFSW8J3ysoKW9lU0cCn6+DYD3/YZ1ZgGM13NfclPMlCrG1mTVmIPpbQ6yTYbFDsNsm2Eo5lXc1WZH0EtWWGqfZ7l9nkF6jn66SjdZoRX1/TlEoKRCy4RIp7SiLoluH7FiuVdfxiN2KkE5ntWG3TxnK8vZyTN2s5z9suKwKGZgfFRVjKqKwtxfB7mlFIMkph/HDMLUiyO6kT7SaL0jzJavALkXpwU4fsf71d3C+ewag6GyjtoZamMpbe0LPdsaYx0HRcX3XbrEu5fvvRD6/cYZRD+Ls3j7xg/90A/x+OOP8y/+xb+44z7OOd7xjnfwl/7SX+KXf/mXX/GYP/MzP8P169f5D//hP9zz63gjriMHw13+7f/4S+yJmIlMmegWE5kwkQmZjMlExFREFK+Td7AW4ihs15rWKUC+rTWpVgsq+GB5KGUwvDyaAeXBuxfY+KR33+bxMMxDM2tLrCmp65yqnuJsCWVGnO8TZweIbIeiuE1WHTC2Iw7FhANZMtSGOzlkCgdLZYDl5RyWD0yMVh2qpMM46bAXd9iN2hxEbQ6jFiPdZqJTShFjpMYiPQdxgtJCibdiLJ2jdJbSQu0kxmqYQWeN4M6fi5spugNhEXVYvzckoYNqO5HBdkFp/zlITRz6afO5JhaSSCk03j5ACIEMunrrROgvh/a782pZLSU6KDedg3FVM6xKDvKKg7LioCg5KCtGZX3XrDUtBP04oh9r+nFEL9Z0dcQg0fR0RKQVCnz9LOU5QF4bro2mvDCc8PxwyGE5J0oCeKzf44Pra3xwbZXVNCEzhqI2RMqD87U0pR/HdCL9wIuVvx6Rm5rDMp/5p+9mU57Z3+TTOze5MZnXtupFMd+xdokfvPQY71+7wCBOSdXpfQ8b+qrTqmZcVRwUBdO65vbUZ0y/GKD6YfkKXvNn8YZGqiSrScJqa+5PvpqknOu0WE8SEu0Hpvzgp5qD8jBweS/fd+cc18aHfHr7Bl/au82X9za5vvA9a6IXxTzaW+bh7hKP9pa50h3QiWP6UYteHKODmKjpExzVch8F4Q3SFgvbToPjJ44jju2zMJhzt791/JgPIpwLkPwYKLcTi9sBt+c8KD9wuOFRUH5Pmt6ed3OQyyK4OghQEH13hDz/4K5r3zIQ/XjcrQH5Ez/xE+R5zm//9m/Ptv3xH/8x3/M938PNmze5cOHCPf2NN6qTaaqazU9fpSTDxHUYUfT+47MmVxg5kkIinCTeapG83CG61ia6lZ7wYjZrlQfqj5TUD5UQ38PHa4FSIErhDd6kxUSOumOoWhUTOWQihmT1iKwaMS1H5NUIhwgK8lWSaIU4GuCQoY6eT3xrBmBnqfHOC3axIGoBVuAq68G4dVBaRAWyEigrwEo0CuUUSiiUiIhU5O1ltERqhVIKGSmQEqnDCF1zIRFzjyZ/JudRF474G9B9RtG+NW/smZ7DvF8gPyhJV/WJkXvnfLrJTHXeW1CdJ29vsPdqo2ygel0zrDwcK4xXjUux4Kt+zAJmMaxz7OXFEajegPbRXSpndyPNxbjNJdfmAi36LU1qBe/8cp8nPjtAOsFOJ+MffeRTfH1lB4Cn3CofaS/jljPiBC52e1zuDhDmgOe2P82z25/m9vD5I38n1R3v96w7tHSHtCkao9okskXq/JSYhFbVJqkTokqH4pMOpyxOgVUWpJuPJLvgw+kgGkvioSI6VOhDhT6UyCF39Fx3CkQfGAhYEjDA+413mhtngNQORKTBCZhID8oPBOxZ3G4N0zvczVoasdFCnmsjzrURG23ESoJQcsEPzc0LZgaVhQuecD6n1kAYAHM4nAh9rEjiUgmpxGlwkcBFAoOjtDWl8YVTjHPHACczj9PFdDNgobFx7Pd+bPu8wXHyvM5VAcePdVwtcKdjzf/2oh+5cTW1qTwgNzmVKbCuxtqarJowzvc8HC+2GeW7DEP6dVadbNgtRideZrm9wVIrwPLWBr3Uq8pxDmNrwCGFRivvW96KuiRRdwbKI5Wi5clsLRf8whctVQpj2M8LdvKc7SxnJ8/Zy72dymGwVBmVFaOqZFrfX+ZTJCVLcUw/jmaAvBdF9CKfyt+LIjoBYigp56qe8Hl4lZ88oRZ6PVo5dzN3cc77rPtiPqEwkHOUxlCaelYIyIZCP5mpmdYF06pkaiqmdcmkLhhWOT/1zg/x1x57Zb/jVxtnEP0szuLtGz/4gz/I5cuX+eQnP3nHfT71qU/x/d///TzzzDO8973vvevxnHN89KMf5X3vex//6l/9q3t+HW/EdWSy+zK/8T/+PG1b0TYlLVvRMhUtW9GeLZcktqaSEWOZMlUpY5kyUQkTlXr4rlJGKmWs24xVy29XKVOZMJExmYjv6Ll9PyHwg7sexHsYnyiJFiBxaGFRziJMjq4mRNWUqMqIqylJnZFUUzBjDBMqMjJdMNU1o7imkgZJPZtEMxeQGFguoFW30baHFUsYuUSmB4x0h5FKGKuIsYzIhKRAUjoo7y72OxoOvA50DsnvBZYLLFpaIuVINbQ0tLWvcdSk/zdqzUh66J0oTVv7e30r0rSUDudVE6sILT0iamqcuNDnRMwzBeYKEL9l0efZJyXOB8Sbx4yd1z5p6qYstkNNEPqKoNKMQ+0mcIzrmv28ZCdYzG3nhc+oy4tT7UOb0EKw3kpZa6WspSm9SHN1NOYbB4dHhAWxlDy1sswH11d5enWFRCmmdU1tLLFWdLVmrdUK1qL6bevt3/inD8ucrQDUr0+GfHH3Fp/ZuXmkuOpDnT4f27jMD196nCu9ZXrH7F5OO3ZufD91UvlBkHFVcXMy5eXxZOYQGfZe+P+UY3GsTXj64h3X5paVJ/+eOPGsu8VcMNn0w45o4ZttTRct/N/U6JlxmWb7bN2dso0jj8+O5xaq7C3YIB79WwvHWng9Qvi6aeutDhvtDhutFv04JtWKjm4GxOa+5PE9QvLjUVvD1/a3+ezOTb64e5uv7m+xX57M1j3X6nClu8wjvQGP9pa52O7TiWKW45R2FNFSES0dvW1/X68mTrNdsZnFbTrsjsPtOg/JDz0odyMHI175Syw8vxBL4shEX/jt3XDNDkn//gIsEArU4wrRe3Cfwb22bx6cFv4BhXPuiGp8MabTKfpYOo4Knl9vxbECKRTnelewVY1pW1Bu7r3laowzOGs9fGlAzMWK6YUD3Ef3cCXoGwnJtTbxyx3inRZqJ0LtRPBZcNJRnc8oH86oHs6x50ukViDErMCEfyFA6nBpOEcGVClQBzHJXkxXtyE+h+1aXMfhVqyH84vXMUdQjgtvEWcCIK8dtgRbGkxpMYXBGg/NXdgHmoIYCqk0KomQnRipJCiFjHxhQScV1oaCDQRQv1AIrtE2WGuPXKibx5wBPYZ4KOk9r1n/RoQqw41MAE8Kou9QpO9Qp6rIG9U5FZAI5IbwqvPOt67q/F4jVl71MUhiLuBVqU1jZdxYwNQ1h2ZekCcKXpONx5aSwjckWynvW105cvymoXMzKNdvheXdPGdc1XyzGvJNAmyc+ln0kOA7u2v8nU+/i7VJi1/7zz/K7z/9LJ949M/4itzlq9ku7ys2eNfyErfzCV/aPWQ1iXi4+1384PoPU9YH3Nj/HFd3PsPNw2+S1xPyVyqweSyUiDx0Vx1S06VlO7SqDi3RIRVdUtkm1m3SqE0ctUnaCcn5VlAshQE1B2oE0b7z04Eg2hdEh/jf2j6wP2vCAL5vY5YUbiXGLWnkxCJ2asRujTjFVM4Bbklh1iLsmsasSeo1hWkLn4JoCxw51u34UWT867JhjnHBGtL641v/m7LK+eta4jAJ2BisdJTaUUl85fHcs/aituQOKuNmHpbWhialcLPOi0+fnmey+I6YQ0mBFs4XJ0GgBQjh5inXYp52LWjAvH98EcQuzk/C9yObWdQGnLa/cxZraxyO2lWMsl3GxZ6H5EFVfpBtMikP7vo9akf9maJ8qXXeL7c26KarCEQoIFbNWqZSxkgREUdtItUlUilSxigZI4XGIXwhS+uYWkeR5xwWI/aKnIO8YL8s2StK9vMigPFgqVKVTKq7q66OhwoqrEW1eC+KgmrcL7eDsiSSctYRbs6jPKYYjxca04nSoYL7olfgKxeHu5f2wJE9nB9AKE1QkltDZQ25qclsTVFXOOHAGiamZFhmHJYFw7JgXBUcVvnMB/SgzI54mB6Pw2L6yif1LM7iLL7l4x/+w3/Ij/3Yj3H58mVGoxH/9t/+Wz71qU/xh3/4hwD89//9f8+NGzf41//6Xx953m/8xm/wnd/5nacC9J//+Z/nYx/7GE8++STD4ZBf/dVf5Qtf+AL//J//8zfkPd1P7ErB/+f8d9zTvsoZEleT2oo0APa2LWkbP3XMIev1Do8UFe0A4lsLIF45sCiMUNRCkcmUsUqZqiRA+dSr4AOAnyj/eAPpa6FwwNQYpsawe+eyIyFaYcL3xDWQ3mX3O4VzIB20FrHWYnswLDd1ZO7wuA41h6KZglsCitIISgNZ7e7qR9yLNCtpzFqasJ4mrLcSlpIYLWWwYPSDy8b6PpmS/r4dSUFLaWLt7+mxCsAsDIaLYCHQiKG8e5+a2Q00ytO5vc6iTc78eY1688T2u+wzP8WO0nqYXgQry8IYJlXF1Pi6TZ3Ispa2eQeNrU/wVwaGZclWlrGZ5WxNMzazjM1pxk6eUzvHrWnGrWl24pwuxTEfWFvlA+urvGtpgHEwrWsKYxDASuKLJHZDtsTbPTsTfBu/G/lihufbPUZVwSO9Zd6xtMqPPPQk3zjc5nM7t/jK/hbXJ0N+54Wv8HsvfpX3LJ/je84/zJ+/8BhrrQ4dHZ04H0IIWqGmwmqacrnrKIzhncs108qfV7/fkWfdQWV8bFkcFeUs9hmO73fsHZ+63/F972aFeaeP/c3CXvdbTahp15/mS/5qY1qVfG7nFp/fvcmX9jb5xsEOuTla30wKweXOgCvdJR7pLfFof5n1YBU0iFPa2gPzO2U6fCuFM2FEtfasy00cdiuA8l3nLVcOFiD5+B4OqryKvFGQiyWBGIDoC+gKRMd/r72w1oEL33Lhn4sLncEUZALEAhEJf69sP6gzcX/xlv5m3G8D8uMf/zg/8zM/wyc+8YmZncvP/uzP8tGPfpSLFy++mW/l9FAgVgVyGCFzP9LjpPNq5oQ7FqF0zsN26wxuzWKe9p5Y9TiDF0FcVYirCnmoiG+2iW+24U/BxobyUkbx0Jj8oRH1SgEhTU3ggp2MB+wykhCFCs9GIiuN3I78zhpcYr11jBGISniPI2OwtQnzRk3vQypJpBWxiolaKVGcoCKN1pGvKq00Wpy86d1rOAcms95X6TCMiB04OPSTOwRGJzMFxbJAfUihP6j8D/uUc00WVOdKeK/zh4LqPH77N1geVGgp6UpJN4o41wLruuTGkNeG0vq0w3HwritMzbhyPrUVZoWdmkZoFI7zjqUB71gaHPk7hTHcnmYBqk+4OZ5ye5Rxu5hSOccfD7b5/Pft83/5/Lv53lsb/NUvvoOHbq/wyx/6MlvxmC/ZKV/eHvGe1gpPn1tjZAq+uDcmlSN6kaKXfIR3XvkeniJH2BHWTqnqMZUZU9UTKjOhqMaUtS8kk1fzybga4yom1QGT6uC+zl8sUlLVpaU6tFSXVHVJlzq0Vru0ZIdEdkho0c96dIcd2gcxyb4i2nfoQ58Zq3YM7BjgaG/OaqiWoVqFcjUsrzhc3Pgnidk/ysX0Mq+WFwZELREGtHWABCW8KCmJsEsCF0tqBaUSlBoMgtI4cusojPXC9MphbCjeg0XhUBJa2iGFV+4OK4sSjkQKYmURWKwFh51VQLfWhuyXUAQIf1z/mt3sn8CBcwjhl/3UgHZQYZsSLgB626Dwhf0dTVni5jh+kM6GLKLG79BSuzoU89pif3qbUbHH3YbmU91l0Npg0D7PIN2g39qgl27QS8+jZEwZfFErU1Nbw14Fe9UEISKkTNBqCSliEBprNdOyST8uGJUTxnXJuPQV7CdVxbjx3KxqMnN/inEB9KKgFo+8crw7A+OablBDtbVXkTUDFYIFK5UAyLUQIS278S1UAYqLkErt95n79T2Y625tTegomzBZClOT1RWZqaitY1wV7BYZ+3nGQZlzWOYclgWHZc5BmbNfZJT2lc+lAJbiFitpi9WkzUrSYjVtIYXkYxuXH8j7O4uzOIu3V2xubvITP/ET3Lp1i8FgwNNPP80f/uEf8sM//MOALx567dq1I885PDzkd3/3d/mVX/mVU495cHDA3/ybf5Pbt28zGAz44Ac/yH/5L/+Fj370ow/8/dxvWGHZcF/DEC1M8ZFlK3w31gjFVCimMnntf9g5NDWRq4ioSGxF7EoSW5HYCamrWLEVF6uS1HooH9sa6STK+qJ5oHBOcRgl7EYph1HCUKVMVEwlYv/aw/uwaCwa51tBHC1wKRYmv34UqM0fe8U7413YlnFgLJzUZh590iCOWEkilgMwX01jVpOESEmMhRpv5+YclNa3jxKt6EfBbi2OaSuvME21z1Bd9JRfBOBHfeLfuMKtx0MIMbPs6R6rr2acozKGIhQ9L62Z1Y8qjKF0Xqhxvt1io91Cr6/O+jUSwWFZzqD6Zpaxlxdc6rT54Poal7udmR3JsKxoacVGu8Vy4jP0Wnfx8P5WCCkEgzhlEKc81OlxWBY80lviw+sPsTUd88zeJp/ducnLk0Oe2dvkmb1N/vU3v8iH1y/ygxcf40PrFxnEKckdIKgQwvvSa83qqxnAOou3TGxnYz6zfTP46W/ywmh/VlC6iURpHg3A/Epvicd6K/TjhEGc0osSWtoLerR84wvuPug4brtixxa37bCbFrvtvO3Kgpqck2N6J0MfU5H3PSAXfYHoCj8oPBuzXagnoAm1zIDIA3KRSL+uA/sMpSnQb22R6lvazuWnf/qn+Y//8T8eaUD+g3/wD2YNyJ/8yZ/k6tWrfOpTn5o959d+7df49V//dV588UWWlpb4gR/4Af7pP/2nXLp06Z7/7hud7uys8/YgucONg1dQ6ZXTKBAJHqrf5xfJ7lnsCxb7vMW8YE/8KFzX4a4Y7CMV9SMlplt6X15XY0yNw2DxKeg4h3G1b7zVAllKRC28gluCUBKpJUJJdBQRRymRTlFSo4RGyQglNVLouxTmuMs5Mg43Zv4jb+aLwPwVlR/MRsbkRQ/P5WPydNV5taA6bwnEcvA6b7+1f9Bvt7CNwiM0PgvjFeyTqiIPCo86QNJGLXIUsJ/SqHbgDh37173v+vVoyrViwhNf6/DfffEKsVXsJAX/5MNf5gvr+0eeGks410rpx5LlGNZjx3riaCmv7mWhboEIapN5hW2IpCCRkkiCo8QE0F6ZCVXtYXvZwPZ6Ql6NyKoxeTkmq8YUZsr9JPIthkCSqjZt2eNcdpHz04usj9dZmiyRt0oOlobsDw4ZdUc4/8ueAezFucMGr06Ls2HZhsexvnI9DissRlhm/9zC3M2P5RaWcXYGma2zlPTIWaZgmSzM8zBVdE+8R0mFIkdTHJkrSjQ5iuLE/Pj+Ury64sqvR0SqRTfZoJOeo5WcoxVv0ErWacUbKNXBYqhNTW3DFCy+jJUUTlJaReU0hdXkxpGFIsvT2jAJvo/jyvts3280YLxRiPfjmG6kvZVKgOKdyHt4tqIodGzdrNiM9/730DuR3n80CapxrxgLYFzOq8Y3tjxvRPhryVFQXhgTIHnNtC7ZzafsFhl7+ZTDoBwfBkB+UOZM63tLfu9FiQfjSYuVtO3nSXsGzZfiFBVSUs0sVdxyUOa8d+Uc51onv/uvV5zZuZzFWZzFa4034jqSlSP+8Gu/wbP7L3orQAw21A6xtsK6itr4a3rhfKmV0kFpJbWTVPh57TRGHAfwR8F8HZZ5lQWzX++QQColqZLE4Z6aSBmsESMSFZGqmJZOiVVComJiGYOQ1BbKMBDsJ0c1K+btrdn8PcdD7kYdXjfrDox19ONoBn+beSLl7PHKWaz1YiklJYmSJFLN2g8NJH8lK8dv1aitpQwqfD+3oVhoTWXszOat0Rk3lhXWOfLa97dboTDoUigMmqhvPcB3v5GbmmGZsx3sXq6ODvjC7m0+u3OTUTUHARfbPb5r4zI/8tAT3u4lTlBvkd/3Wbz6cM7x/HCPz27f4At7t/nK3ha3s5PS6EGc8lhvmUe6A670lnmktzxTmXe/Ba1ZFot42qnFbQU1+VawXTmYq8lPGS09GUmA5IO5glz0wtQVuMQhnB/EFc1YrsLXTVMgonCMJABz7a1YjgDyt+i5/5b1RH8j4s3uZDrjZp7bbuRwUyB3OOu8+jkG4vuDuc463G2HeT6A9Zes/7EthFgTyMcl6jGJuCIh8YXQPEhbtJkJ0M0ZlNRoGflinlKhZYR4FTcpVxwD48dh+YhGAHr3aDNPHQlpJHJh/W7WK7PBjEZ13nidd89U529GmMZT2DY2CpZpVc/SGUvrQgPUN+IXletaSqJCEG0J1D7YDrgE6psVy38Q0znQOBz/63s3+c0nn+WWzTF30fEkUrAUS/qRpB8LupGkpxxtBR0taEWCWPiCUg6JQyDxwN3Ddp9+qqVCK+WV1QG2N1Y2SnjfTGOnlPWEqhhRFmPyfExe+GLAWTkmN2NyMyGzYzI7IXdjKvfWLIxjnKZgaQbGc1bIWSJnhYIlLCd9uBdDkeOQWOLX7TUJDBElWpRoUYXliihMmopIVmhqYlGhZU1ERSRqIlGjRY0SNtz8/RRMVGbrPkVYksQrpPE5PyXrxKqPkiJ8l31nalrXjMuazDryGnILmRFkBqa1Y1Ib8vssugl+oL8XLdinLIDxjo5oR95jtK00qZakaj7AqWVTnd37zceqSbVWs7TLpuCmXrBRaba/nuGCx+LMlot5jQ13ZB68UXEzdVhlDdO6YlJXbGVjdvIpu8WU/SLnsMw4KPIZLF/sfN0tWkqzmnr1+MpMRR7mSZvlpEUk5QyM1wuQvMmecAAWpAVdS3QtiYwiKiUPPdxnafnB5Sq+2e2bsziLs3j7xxt1HdnLDviPV/9/WJmgxHFF6by2jDw2P1IPyVl8tljtJ1vj8GIha0uMq7CmpKorSlORm5LcWHJTe2GHNRTWUVrnC2taqJwvtFk5SeUEtVPBpVxTo4LC3PtlR9TEwpIISaoiUuWLISZaE4fMq1hKoiASSWZtQgVCeRs2GYUi3wqBQoQipk2ElsesCLZEerGflMTCZ3jFSs3u7VIIIqG8XZqURPi5DBYkjaVgA38ra7y9niB4l0va2gPzVDfFPb3X+bcKlHpQ4Zwf1GjObVnVFKVlUtQUpUFYWGkl9BJfC0YrOU8zkKfPvx3FXc45pnXFYfBPPygyvnqwzRd2bvHM/ubMNk8KwbuX1vme84/wA5ceYz3t0Ilevz7FmxVN8eLaWpR8c7M1HmRUpuaZ/S0+t32TL+7d5mv72wxPaa9faHUDLF/isf4KF1pdunHCUmPNojSJevvaHjk7t1yxmcNt2aOQfH/OzO5JSd5agOSND3kA5HSAGGTjP++Tq+aAPMYD8sZeRQnEAhxHvb6A3DqfxV4YR2Usy6mvjfGg4gyiv4Z4q3UyXT23FHFDh8vwSnUXoHoCRPf3hXWVw748V6m7m47jLTJxSaAek8jHJfKyROhXabViHYw4YrNyXE1+T6NictFf6ZjXUrP8KmC3qxxuAsIC6THV+dv0YvutHq+k8Kido7IGYQTJrqS9p1AaRFeiDXT/k6L/Fd8hOzxf8MIPjvmcvsUfjl5g15aARouYRKZkteVeLpKRFPQjHUC7oh8J+hq6WtCOHG0laCmHwWGtCxYkwCyN9WiRJS3nKp5Uhe0OIgO69lNUWXQOpqrIA2DP3JipmJCLCRkTcjsNaF8gnERaiXACZaVXXQmJReCkxEYSoySVENRCYpTAColzAoQMnTSFkgotvN1TaTXDWnFYKQ4ryUElOSgFBxWM67v/fiQwiCUriWIlUawmmpUkYjWJWE0jWrpR6zoKa8mN853bemHZzJezcJOdb7fktV8v7Ot3q5MiqMS0IFUyTIvLXj2WGcu4qhlXhnFtmNSWSe2o7p+Jo4SYKcUbIH5iPQ7FuLQikiqoy0J69Qz1h06z9NA7CQW7UjUfhGoKuDbFOhHiJMwOwNoFn1XLUZi9OJ+BY+YNf4ulNg7jTChC3CjnzEIx09r/lp1dKPplw3sK8/D+jLMz3/JGOX5YzC1X7uVXHEnJSjJXjq+mc1C+krZZjlMiqQIQD2A8vK7F40sxt6tRSCInSGpNahWJjdCFROUSVYM2Eumkb6MOBeophbr44NRmb7X2zVmcxVm8/eKNuo7k1YSvbn6RrJ7M6h/NB05FuA/MB0+tIwxWigXn7/myC7Z0bmaKEv5v2vrBTmQRRIvZ8txeZNFP2z/u5845nDVY5y3CcPiaTk5QuYrKVlSmonIm3JcFjTxPyhgtE6T02bsSSaRjFBIaSxMpiIUKvtvqmP/3wpwAVkPXbvGe3AxGHykuyMn9hCDUHlHBdzsKbVK/7dUU+Pt2CWdcqBPmJ2cInjnhsRIo8YX6mscc2NqfeyXEUSefI+4+YmF5Ybucz0WzLhe2Kz8X8pRjH5nCb0Jy9O/cw/RmwXzrHKOqYL/I2cknbE3HfGHvNp/bucm18eFsv7aO+PDaRX7o0uN8eO0iS0mL+AGp++eFb/11qVmurCWrK8Z1ybQqmdQVk7pkWpdMqzosV2EqmdY102ArmNUVuanJ69rPTU3tLFrI8NvUfoBOhYK8AR63gr934/PdCsV7Wzqio2NaOqKrI1o6phP5bYlUfmDtAdoonhbDMvd+5ju3eGbvNt883D1hk6iF5OHuwFuzdJd4or/KctpiKU7ozqxZIqK3kTXLouWKyxx2e8FyZeeo5Qr3Up4t5Sgf6wlED+iC6ElkLObXjQaQ6+B+EQdArvDsb1E9fger6dcrfM2JeV9+XNZMKkNmLLcnJVvTir/25Drn2g9uIOwMor+GeKt3Ml3pQbrLLG4IZMFPnTlUF9H9fcld5rAveqBun7e43WNfiwjkIxL5mEQ9LhEbYnazdMWdLVa8vxL3piJvnVSRi6WgJB8I/8N/nW7QzoaBidwhdLi4LIf5fZ67s3jrhAspqU3xn8pa39jYrzE3LG7iyLoWKy39b2gufCpFVYIyMXz9ew7IHjd8ZbrJH06+yU6oUNrXKR9ae4TluEtWW4ZVxaisGQXrjElV37NS2FtmaPqxZhBr+rFiEGkGEfQiQUc72sp39YwzGGuojAfvzoUDOIeUviCrlhKNIHGKllO0rCQxkqSURBUoC8o6hPDK2EpBLR25hkkMhfDbCumo1bxLqSVBOS9wDoZVzX5p2M1r9oqavcKwW/jl8hXgdCIFq6lmJdEBkocpVizFCnXKb9oGxW4V4K8WwvN+5gIcF/4/Wt3ezb4HR74XYeCiMI7czsF7MfNpd/P12c2b2WOFcRTWUZhXa7ZzMhoo3j9WbHNxW3+2LaatfWPQg2QX0rKb1Gw7QwIyfG5NobDWTCWmgue4V6I159k4b6U0rkpeGO5zdbTPzemI0pqjgNrao/B4BpHn6x6QN4+5mfJ68fEZdD4Gnh90SESA4QtgPExLSYtBnNBSUXi9c+X44tdrXuTUKwUjoWYdl0RqtJEoI2bqclkIVC5QtfTVcw3YwvoaHUOH3Q/qkV3fQKaG+Kdi4h+4e4bGa4m3evvmLM7iLN768UZdR5xzsxozzbq3hgv3j7A+r0fi5ybcv2pbY60vamldc09rilx6y0pj/bGs9df7Ojw+tz3xg6UehPm/1ahcPawP9VAEvga6wDcUmjl42zOpiGREqlukuk2sIhKd0tIJaZSQqthnUs5qgchwr5ELGV+vDlzPsraYt4/ssW1H53OI/qAg49spnAtQ3OLndUhwaMB4HcB4dQyMN/u7eZsV4b8jogziuAm4iYOxw03DF0cSvIPDGMsi6Ar6F5rtEpDi6H4L22fbhJttbwZYfDQDSRz93i42ze8G9Be2iRTfl+6LVy28e61RW8NhWbBfZOwWGS8O9/j8zi0+t3uTw3KuYD7f6vJdG5f5sctPcqW3QkvrAL7DbyNcY0woKDutSw+4q5pxXczg9qQu/LyqmAbQndU1mZkD7yIA78LUFPdQN+etEFIIEqmDkGsO5lOtgxWKn7eDNYqH8pqWjmnriI6KaEcxba3pRAkdpWnr2Kvmxfxadmsy5NPbN/lC8DN/aXxwomfQ1hGP9pZ5pOv9zB/vL9OLUpaSdDYI0NL6LW/X01iuuMJhd0LhzgaW784tV+6pcGd8HJJ7JTldEH2JTMJvMyjF0UFBnuJZ4ZvsP25soy73ffJp5UVneW3YmlbcnJRsTku2pn6+Oa2ow73r1/78k3x448G1O84g+muIt1Mn0zkHRfBTnwZgXfiUDycXoPp93szsgcO+YLAvWMzz9uSoVxtEX9x72oj0+4vBwo9+8cc/EN436XUOZ8LIXtPoqd28wEEqEKsge2eq82+HsLmluF5TbzuqtqGKHPWupfX7EG/5G+8L7x7x7IcPUEry1clt/pN9nuGC2X4sFb0ooRf50e5mua1iJBqDwFjBtDYMy4phOfepHlf1PSPDVEkGcUQ/jhgE4O4nxVKk6WlHJCyGmtLU1MZSu9BRtN5/XNQObQVRDdJBqcAoqHWAgQFOS+GV0cPasV869kvLQeHn+6VjWL3yq+5HgqVIMIgFg0iwFAt6kaAfCVIv0SJ0dQlCqDkMtgS1ceCMJqjEZgU+mSkhdPDW9n0DiQ7KFy2O2o80qjAhmj5Ek+YYVMLSS3Pmqq1GRkNYkzOVWSPpaToYpRUUtfX2K8Z4VbxtFO9+tDwPDYOO1rPCNYM0PQLIW0qduObYcE6M8wNAJsDyRh0Gc6uVmYpcKVKtZypy3wn3b8cG1UvjAZ6bmv0i56XRPtenI25OhtyajtjKxuwV2RuItO8cAgIwkHNgvQAQ5gVHFx9fANtSsRzP4fhSnNCPEjpR4uHKoqVKAAUyPL+xo4mlB+Ox0jP7Gh2yL5QQHpbXAlkLrybLQoZYBdTOZzcNfZFrQqPYBlh+18axguivRiQff/MVFmdxFmdxFneKb6XriDsFxNsA6htADs0A8CKMd2HA33jYHuC9Wxhkdg4SFZPolFSnJCpBK/WaofhZvPaYgfEjivEAvpv+YgUuwHEcR8E4zJT9oaGKUCG7eerhOBPna52NgVGwaB2BG7kTlqpvaMyg/HwSwaphvr74uJjDebUA8Re2Cw3iIYlcE4iWRKyErO7Wm9e/bvzTd/Ipu/mUL+9t8oXd2zyzt0ntvPhJInhisEJLRTN19xx6GwpbnyhS+XqEANIF5Xgzb4QZsVQkUhEvbEuU35YoTaqj8Hw1F4zZmiLMK2PIrfEZ2wHel8ZQWBOK4daz9XLhvVb2VaTK3sd7btrXidIYZ9krTkKklaQ1g+aP9Vd4uDugF8UsJS2vMn+LWrM4uwDJdx2uUZFvBbHM/5+99w6TLKvP+z/n3FSpc/fk2cDO5gBL3F0kkMhIlhA8MsgIiWRbesBKliX/kAQmCxvZBh49WmNjgSSSRZKstGbJWnLYAGyenZ2cejpVV7jpnN8f595btzrM9Mx0z3TPnM/zdNdNVfdWdXXVOe95z/ud1ugZZSKKT/WW8krG0ixqhUGByJzkIv+/cgFX9GJWqhQxK4WLfA0iVlaK1iYKLUwVYaLoJinzsanlNdVN2N/sGrG8Y4TyI61oWWNi4Ag2VX1+6+ad3LZtaM2u2YroZ8FGbhxqlYnqHY1uZVnioTYj4+VpGqcxHUNr8wGQR7+ox5UZcS9TYXG8ynAvk5yBtRvh0pnDLxfLC6Eceg0AVyAq9EbgPIGon/7ggmVjo1VWaONoNl11AFAQ35mQftO0ijsTCQ8+Z5rusEZ0NN9s7+PL+jHmTyN3fCmxveEGeNJD4qK1JFYm73ouimmW3O3xCmNHHCEY8F0GPZ+hwGXY9xhaILoPukY4TnRKM0yZimImuzFTYcxUN+ZEaJZP5aT3pOg9pucULvpB32XAc3GkKMV5YFw3hTM5N+X01nNXfS4Gu1JmeZqmcJYnTTaoJ2R2/YokhVhpEhRogUL1xG4NZDEljnBwcNDC5IEKjAgrShElC1/iXKAW5ancoife57Em+bqZPs1pT3FMCwd5OZZkZVErrpSFoOtJiUAXsUV5FEqYJlmhzJi5KOJga5ZDrSZHOvMc68xztNNiJlo+O6vu+myvD7K5WseTTiFOSyEWLPe2SdHLR3forctMIDADGDJ7/WQxiGEGQnoieO91FsXfpG+SgTBvmp65b6FVqp9epEomfMvcVWM6K73YpNKsjmw5n5ZPghHJY+My0908Tg0jlrc0aso4y/Vs1kCeMreczGw0AHJMmjok4wKR/egU3F0OcnTthJWN3L6xWCzrA/s5YlmvaJW5wjOxuxytkjvGdYT5fje2457LnAXCuGNmQSLN4+g2RhhvmQFxnQvjc73lRf3jk1GjV6wvE8gQ+XVTEvh1b1vSv10vGAhYctva6aKLEFsEzo0O8gkCOSDN8xrJ6oudxz53K46Yjboc77Y50m5y9+QhfjB5mMfnZ1b8GL50CuG7J3ovEL5Lyz3BuLfd3NfLah9IRNYGFiKreCBNVJJXap/mphFZanOX2+BQikrMZ+OU3PTFdq1Ls2xUYbxKslmkxnmv6SQxocpjY2I6qRHgu2mcxaimhejeWy8t9wnzZnm5nq0AttcHuWxgmEsbw1w5OMamWoMhL2DAX3/RLFprk8AwCepoalzkxzR6siSSrySBwaEXTzxo/v8ZKInk9SVE8gp9WeRlkXw96FlJyV0epopWnDIfpTTjhP3NkEOtkKOtmGOdiCOtiGa8dEfJEbClHrC97rNjIGB7PWB7I2C04jIVptw03mA4WFgjZfWwIvpZcCE1DovYklxUn8cUKdVm1JhcVD+dIqWJRh3UEOqecF5Zu3/ewi1QdpSnJUe5pP8DpiyUu4DHOZ+mYlnf6DlNekihm8q8fz1B+lBK9LkY2qB9zeRzuhzd1aaiXaotl3kv5oTscNxtMy06nEg7TKUdZpOQZtxlPoloxeGi7LaTURbbB7wgm5ZWwc0yMpUSJIo+sX0uimknKz9H1XHopukpB73rrmOc74ER4wc9j+HAZcj3qXsuMhM+C9+2EJlTS5jGGhQxHmgjCMuiYKr5X9VCIfIpktoIv4lOsiJLaeH+yKdAxiql7vkM+xVGgioj2e1wUKXquNnUa1VEb5QbhoAphEU24zTLdDcxJxLfcQsxWGZib/4aKd1zcefLqmiM9k/1hL5Z20UuqTQvz4qjVjwp8Uq55GSN3fy1SbJGaycxU0ZNlIuZtnq4PcfRTovjnRbHui2Odub7pq0uZMgL2FYfZFttgC21ASYqNUYrNYLMoe9ljfveM+o5GBZ+igrRe08U+/OBhmKZPmd/8T7KtpmP5jzTNR+cyPf1nz8/R/l6RDaLIF83sxT6hfHl8ltPJZbrUKGnNWoqyyLMXeVTmizxaWlcEGNlkTxzaI2Z78ulBn+FFsgnSCuiWyyWdY39HLGsFwrzWD4jOzOPGYGc/iiVPPokjztxsjZAm35hfK7fNa6bK5x1nRNkwthAL2YhX6e8bYHwpbUuNyZXzTmqCzdL72dhbvvC7HbTLqFPxO8X9/u36aZGPax6DnsP5DUS5zoHuVkgGpk7fVAiquevP57np8+GXY53Wzw2N81Ds5NZdFFZ/HbwZS6SSwLHKxlpsrZpWQAXAleYHPFcAPeyugUnE8DL+8/nzJRFGe5aFdE2y4nzebRVHqWaKIXSvbpF5WjEKCvW3EljwiSmm5rZ05cODDPsVxkpollMhvt6mKVTCOaHNOnuFPW4Qu3XqCPq1J8HEpO+UMok73OS5xHFmdGzMLpWeuJ4nku+XkTyHK01URF/atzlzVjRjBIOzoccmA/7olhOdJefdjNR9djeMCL5jux2U9VEWkbKFBI10a6mf1f1HK4eqTHoWxF9XXIhNw6LIqXdrJHQplek1BM9Uf0cT/noE8qT0hd57ijPM5280nQVXxiHeSaSn25xVcvFjQ416rBCT2rzfqqZeKLo0xFqr/lYjG9UHHjWPG1iqsrDTyQyzRpBjkB7GhVo4pom8TWxo5iXEdNRh6moy3TYYSrsMhd1mYu7NOOQ+TiilZyd2F5zfXwZ4OCikaRKEClNO06Zy4T2Ztw/BdERgpHAZzjwGQk8RoOA0Upgtvk+vmMaLLlTIUwToiwCpOdGMAJ3VBSCTIm1EXiNszrNijsaATzMhPHwJC6EMyWQDsN9wnqFEd8I7CPZ8pBfwZOyKEiZLmjcKXQmgOsiNsQIr7lr2aPiOJk7XRY5frljWkNJXNeoVJN0FCqEtKWQGvy6i1sVuBWB7zt4matcCIjTtCSSq2IQoZ3Exbb8eufjiKOdeSa77cJVfqTTpBkvb3saDapsqw0UgvnmaoOxoIbnOCQqzfLmTceh7noMZAV5Ko6Jh0GUxXFRxOsUW0QudbNI6F5vnEws16E2U61PZM7yGUw24XSWT3gSR4kYBDG+0FUuYcCI4n2Dv0qDKs2SWmLwVwyKMyqQvVIu5PaNxWI5N9jPEcv5YlnRPMpiTAPTV9QiE77nKYnimTBeWl9Rkb4cj54w3ieK525yjON6iXjSvviYwiVPUVR0xe2nksi+WMEpbVjkeCgv91wHorzvVLenOEZHGvUjRfK9FH2sdy1iXODcKJFXOsjBTFQcyYTENS5UeDISlTIXR0x123SSuJjpmcf3lWdeLi9897ZZliavl5QXWC07410pqayDaBattPlMOahJH1sgmC/lSRLAYE8kl4MCGvkAWfbedk8ikudGTwfzuXIe/w9ORqI03aTsLk+Yi1KOtCL2zYccbYUcbcccbYcc68SLZnrnDPnOIrF8S81k5MclsVxpEznrCYHvCCquQ8OTVFwHXwoCR1Lz1nZWghXRz4KLqXGoIw1dUO1s+kk3a4iILE/dZ9U69IWIUeSTYyyfuaM8z1fzSqKCZ1zCuZscd30LNZaNhVZZcY/DGp2amRUAyVcSkq9mVSTHYP4lMZND3WxUPTVt3kQhY4mTgJNK04jyMIM6dYmoC4QPOgDtmYZDkom3idK0k5ipsMN0t81U1GUm6jIbGld7MwlpxRHzSUh8hmJ7ww0IHB9PeiY7XJhs7Cj/SVMi1St0k6/H6tSu9bMhkE6W5ddfSX7hFMlcyJ2PI6azAYmZsMt01KGdxCs+X8P1jcAeVBnJ3A656yEX4Qf9SjF40Ce4K9UXK5I3mN0s6iRQDpXUpRq7eKGD25E4EbipgzTZMSiliFEkriZxUrqVhJabELkJkZsSSZPRbdR8TTOOekJ5t8XR9jyH2nO0TvKcxys1ttcG2VYfYFttkO31QcYrNRwhzYBG5sz3hMRzHOqux6DfE8xNvMn6mCp5tpxULG9r9KRCT2XO8iyvXE+Z78Fl8cuu8p5gzmjmJClmSNEb/F34neZjpm5753fw92Jq31gslrXBfo5YzhUrEc01xi2q9ijUPoXKi/OtNMbEwUSplBzjPfd4L3KFytLf12aAnMWu7ryPC1k8DJkDXvRHrObxDHnGuKanh+uSWJ4vlPYVt8st59eXb1elY5b40cvtK59v0XmyhdiYUqiAntSkP1CkP0xNpnz2OsurJc61ErlDIhoSOZq9zms4o91iKaOVNgkN+zXpnpT0cYXar9BHdO+9WsYBsVkgNwnEhDT19MZl8X9b/D/3xa1kInmuXa1TkTxHLXCXd5KUZphwrBOzrxlyaL6bieXGXR4to5ZXXVnErxix3Gdr3afiOsSpmeGdKKOJCCHwpMCXgprrUMvE8sCRhWDunIcUCSuinwUXa+NQa90rkpY3VHJRPR/dP0WR0mLKWDFFHUh1r9FRdpRXMF+aXj4qh/k5T8UPLBcvupnFu8xpM/3KE6R7UqJPx9AEXHBudtA7QG2DZFiRClNoKi4Kt6TEsUJFJupIq2y6mwupD9SBCsiKxAkEjp9PA+y911U2NS7Pzk6VppXETEddpjodpqM2M1GXuSikGYe0kpD5OGQ+iU5LbF8pffl/7skF72CJbQvXfcdZFbdGmCaFoD4ddpmJOn0i+3TYZSbsFOLxqZAIhvxKn7A+ElSLGJl8WzV1USHorkK08pk8kKZmmrD2NMozs3pkFh+SKoVKFTIRiAS8xAEtmBEdDosmB2lyiCYH4zkOhk26aulpbwLYVG2wveQsz28FIhsYWSyYNzyfQS8o/n4XimCeF/Axhb9Mw1d3NKqjYRpT8f6ERk9nzvJpk11+smBGMdTLJy+iV0YF1EGk4tTfabnLxBe977R1Nvh7sbZvLBbL6mE/RyxrxUlFc8cYvArR/HFFukehDy0zY0wAjZ4IvkgYz93kVZaN/OyLQik7yBcK5C4mmy6PXwjo9ZlzES13nm6wiNG+mBlYXrQPQc0q9DRGP/DM30w9oEi+n5q/U4YYwWSnX+kYIX1IIEek+XttoNfGsr7RynyOqL0alQvmB0xttCWL+7ogtiwQzEel0atcYQp6NkTf4Nd6F8nzemWmJplGAVGqCFOTYT4fJUx2IvY2Qw7OhxxpRxxtGbG8lSzdj3aFYFvDN+7yuhHMtzZ8BjyHREGsFLEyg2oLxfJ67ix3JIEj8OX5EcuXw4roZ4FtHBq0Nu483S0VKe1mBUuczHGreu67PlEhbzRUMNlnbunDJhfNLZZ1hI7MtC19zLgoRF2gW5roc7HJ+StTBblNIncI5I7MUVEXaG2KeOaFI1OtSEJFEqYkXUWUpiQiJZaa1E8Jq4rU1yhfkfrguv0Zzo5YLLQDfY52I7orWpmz3bjbu8wW8TEhjhD4jktFGjG87nrUPFOspea6VB2PuudRdz0qjreqgvdSlPP1+vP2Fu8DspgVUUSuOFlxypOhtRmAmAk7hbA+HXaYifpvZ6Puip33Pg6jssqIrDDiVBlxjat91DPbtjQbTByuUd3v4h2XJDVFczji+GCbvfUZHqpPcb9/jP3pHJFepqAKgi1ug22VQeMubwywbWCQzYMNPCmz+BdTsCfRCjR4jsR3HBquz6Bf6RvEWC4LfKNQFAmLjbNcRxraoOY0+rhCHzexKyqLXtHT+uSFvQJKIrnsOcqHhOm4JVnsmSplrZe/06rZ4O8G/U6z7RuLxXK22M8Ry2pxStHcE2ih0Yczp/njytTlWtAsFyMCeZk0P5sycbx+cnFLp0s5yHPXtihST/oE8mzAXAQlwdzpiWk4VgTWkUbPmxl/NLOZvhWBmlHGnX5f2ovIkCB3SeR1EudSiRiQyLFswGOJWByLZTm0MnpVukehswE2dcD0E1iqy+XnDnOJmBCIcZAjMouEEoiaiXolMDPLCVbvf1tl2fO5qE0RdWMmdpjMeYp+cXmbmViSbzMznlNNYcIrkqOUMeNFykSl5D/NKOXAfMjhVsTRtoljmQlPYuCq+ezIBPMdjYCtdRMLqzREmbN8KbG84UmC3Fm+DsXy5bAi+llgG4dLo1UmqnfMl6Nu0RPKFzrK11kRBItlJWhloh3UIWUK/Q1lkRwPKtLHFfqAQh1eevRajAgjqm+XiB0SuTWLIlpAmijSSJGGmiRKSRUkMiVxFB0/oVtJCN2UxFPETkoqeoEieWHMXGAv3y5EFSK7KX/pCoErzzy3r1xM82Sid3m9fN15WRABpYKSIiscKXoFe7IMwrw6vdKaMMtfNw2EtKgkL7JioAJKmeaiL9/8VM83VYrZOGSm02Gm1WGmnS13O0zHXabSDtO6Q0svmOOn4dLmEE+c3MwTj2/miZObGQ2rp3wdE6E4VG9ysNFkZrhLdziFUaiOe4wP1tkqGniJhESQJoqElFCmJI4mrSpEXeBVHGpVj0Y9IPBcqpnbfyML5jrJ3OQRkInlal4bkfy4iWFR01lO+XQ2VXs5hPl/FGOiFL0ikMPZdOxUFJ3nRUK5n32nBYtnSa1np8lKse0bi8VyttjPEcuZclqi+ePKCOdLiebDIC93MuE8czGXz1MunFk4yPPHyRzkWXFRshgV4WGEskIgF4hMKC8E8nUyq2wjkBdtLdzpHY2WGlxQjyrS76Wo/SUZahCcGxycqx3khDR/42FpBkM2gPhmOXdoZWoapHsU6jGF2qtQBzPBfCnzdAByi0BskohxEBMSOZL10/2SYO6LXszSMu+5RGnmY1PTaqHQnWhNmKSZy1sTpdmyUkSJIkp7onaSCdxJJm6Xb3vLKivaSmGeS5Qp5JouXF6wzWgAK39NRwK3L7N8W91nPCvyaXLLAWHEcl8awbzuOdTdsrPcCOYbuUaAFdHPAts4XBlaafulZrkg0S1NelChZ7UpFFSqC6ATjT6mUQdU9qNNcdKF5BlqmVNd7jDREEv9z+gk60DEQGKE6tTRKE8RVxRpBWIvJXRTOiI2GeYqLXK70yK2RCAxLm23JEZLIbLR654IrpdbLmRpAF0I4FLIQvgui95CGPe0Ix0j6mMyw01xHlkI3DJz1JeL8QjKRXk4aXEepXVRaLN3a4pvRkrRTeLTEtu9VOBFDm4k8ToStysQsTCNLwHK0+g8YgoTIdM9FiP2Qe2gx9ihCtWu13eNkUz58ehx7p04yoMjkwxFAZfOD7OrNcLO+SHG52p46fJCt/I14XBKNJwSjqSkIwo1KvAGJbXAx08dfExxUseTp93wO99oneUNxv155eqERh/N6hOc6BX01DPLuEdyahjH0rjMoldADGcOJiHM/1XuJisJ5X3FqRcK5ev0tVstbPvGYrGcLfZzxLJSlhXN4ywq1BNouYTTfMF3vxgCebk0P5fJPtG8mLGW1UIRZCJ4WSDPnaSlHGNRilexAvnaopPMgDetTWHX2PxN1LwivUeR3pOaQrAAIvtbXydxniARQyV3+hoWXresT7TS6NmyYJ6iDmZ976VUzCrGyDaR1TCakCaq1e8XzPPafyvpNyVKM9WJ+PrhWb52cIY9s92e4J0L1kqvuAzD+cIRUHUdttV7zvJtDZ+Jio/niD6xXJad5Z5D3XOoFEL5xhfLl8OK6GeBbRxaLBYda9TRLN7FyzLQlju2o1EHjaCuDpjRcFpLHFgBuX1xDMyix+sTG4EUIwR6mGllA6B8SDzjWE8cTazMqHiYmmKhnTQxYrNSaG1GjpcUvgux3cmiZHpucJEJ27nwLSkJ4Ou0Kv2SYnti4nTijiJqJaRNheoqdAQ6VcSOJnUV2gPtGL1VIqiccGkc9KgcdKgccHG6/c9Tu5pomyLamf1sTmnJmOm0QzMNGXfrjLu13uujQTQFYkojT4CcFnhTkmDGwWtKhD7J6zgIciwTi8cysXhImmKVuVDsYqYg1rMYreD8COtaZe/fvLhnDKppZnHoY6Xinrmr/GRFPV3M4NO4QI5ljvIRk58pvNxRnj3/3FXmil5xar8UvZLPkrrAhfKTYds3FovlbDlXnyO5eFIMdK7jQWKLoU8072j0HMuL5mWn+XKi+WVGOBfDvWjDoo0RZqK5KIljA1nbp+wetzOj1xW6Y1zEakpDOzPvuKD2KNLvm/dEQR2c6x2caxzkVokYATmUudPXUd/DsjpoZfoF6WMKtSc1DvMDZpb4ktRBbpGITWb2qZyQPfNbkH0mVLNooFwwX+H7JlGayU7EXYdm+eeDM9w32SJMT08m96TAzVzbrhS4orQsZWm5dJxYcJ/SfRctC4FTOsbEnYJLtp79mL69ee46i36JlS5mh5ed5TXPoeJKAnlhi+XLsdL2jXsOr8lisVg2DMIz0Sy6plGHjEu2+BJe4FgVVYGzy8HZZda1Ni7aXFQvYmC6oHYr1G7IewzLxsDkX/bZOXqdBhNzIRB4UuJ5jhEMGyZWSQSiKMyTZMK60roUlZIL4Bs3+uNkSCHwtMQLJTrM6jm0MJ24JMtt8wW6DomrUMK4B9I0JT2qEY9rxD5w9wvkAtFcuZr21pj29oTW9oTu5gTpmoGEfPAhEC47/CFEDChIopSOUMSkKK0RAbjbJd5Oh7rr4bsOwnERWuLPODClUZPaOLInFeqENgMyc6DmFOxZ8ISdUnTJiDAdzUFhGpH17L20Rtl+eQRL7ixXXYU+BupwllU+aQp7qmltCvSeZMheDIEYM64RMQZiRBqhvAZoYepuLIheEUGpcXwBCOVRqnDlxdVYtVgslmUJQe1X5nsmHyQuZl8tiN2ynBdWJJq7pj1QOM0PLCGaD/Y7zcVISTTX2cy1yES9CbI2ck0gBwWyKnuD5pZ1j6gK8zNuovnUrCkA72wXOJc5qI5G3ZuS3JPCPKTfSUm/kyIvFchrJc5VDmJEmoKkA0tHZ1rWPzo14ni6OzWfC7lgPrNMZ2EQ5GaJnBAwIXAmskK0vjR9mnrWD/YFBJjvhtNsTydKc7wd8bWDM/zzwRl+NNUiKmWijAQuN080uGqkRsUxGd+OoE/MNjPCBY7QkInWAFoLEP3PrRd3mq9nv4WJhxFAXpxBFPvN/fKnJrJDRO9Qsz2LTu3dh8xQBxVHUvddAkcQSOMu9y4ysfxsWVUR/QMf+MCKj/3N3/zN1Ty1xWKxrDpCZBEsVY2aBj2PqTjfMo7nYoqoR18jTggjaMoR4EYHyBoLRxfHwOhpTTqtSX+YjW5LTGXwHbJwrYuxLAYmwDQUsq9EnWqIjEisZ0tTWDM3sqwLAt811yjJLda95QsEHZU6cfMa3ca8LikgjWhOFXCNsx4ApXGPCNI9RjiXe8HrlpsbgA/yEgmXCtSlwBZNICWO9qgpRawVcZoSqpQkVqgQVJgQpZC6ChzwcAiQjBBQ8Tw8KfGFgy/dvsYOLrAJxGaJs/D5dbIOaCas6xOZ0D6VdVQnl4kUCuiJ60PCOLuGswI6NdlfZT4bIFqY+611VgMgnxURa9RM9v49plHHswiWvKjn0rVpeteTF/UczX6y+BUcI5RTdtVn7kNTd0P2/s8ukOiVMFG0kpRWnDIXJnRTxaWD1SKD0GKxWC5mtMrybQcwg7CxaYsxqYw4krd3AowzNShN0T8DAcVyagrRPMziWU4mmudO8yVEcwbBKTvNF4rmcXaOWJtZej5QEaZoaDVrv1jRfEMjpDDvg0EHvSkrRnpCIxWIpzg4tzqofaYYqXpUofZq1N6U5KspzrUOznUSucPpudNr9n9+PaJVNsB2SJPuS1H7zOwTdVjB3NL3EcOmPyQn8tpGEjFoTEH4IHLjWPZ5fzafBYnSHG2FfPXgDHcdnOXHUy1i1etTjVVcnrxpgOtGa2yqBThSUHeNi7yIKgUTQyQoRZ4aUVtiDF6URG0hekJ40fPMt8ECgVwgi/3LCeii9BgUYni/wG7/N1aTVY1zufzyy1d2UiF47LHHVuu0q46d7myxWJaiiFnJOxAtbYT1OHM5C90T+VYw7Vh3F8TAHFhBDMz2LAZmmXiZPD4jz1cXQvSGS2Xp21pgBgEczDd8ng0pMyE1F9yLW4HIBfi+7b3bcyFq5tmXuqvNzxwQYkRzpU2HOnfxlwRhnWr0kSxTL3M8EC548MCI5vIyiXOZRGwTyxaTzJ1RZjqx+dsrX5M0NKqmSSoK4UKgXQJcRJqJxEn2NwqzIpopZnte/Cqrup4FuJvXPM/2zJbz11kr8/z1iZKwnrvYZ5bJCswZoBDX5YhppIoJidwskEMSnZoCu+pgVtjzhEJNZUJ5+ySPKzHi+FhW0HMke/zhrBOcYoRyKKJXcqE8d5L1OcovEIeh1ppuqugkilaUMBMltGNFmJrCv74UHO/EPHnTADsGKmt2HbZ9Y7FYzpZz8TmiE03r19vmO2qbQG6TRlTZYlys+THFbKikNFspF1ryqfynkX1r6UfrBZnmS4nmjmlf9TnNFw6oD2Siee40HxV9oo6Oem5zQdZurWSz6mrStBFOI4rBsjHRKitGOpcVI+1qtARiTfrDlPQHqXkPZojtAuc6iXOtgxzN3lcD4oJpO24kisGvSU26NyXdl83EPmL6EcvVOBKjwtQQKwvmDQGZo3yhw3w1/raJ0hxuhXzlwDR3HZzlgak2SUkSnah6PHnTANeP1hivejhSUvMkYxWPId9lwHdx7XfJBcl5iXPZs2fhPHOLxWK5cDC5i5iG/ICA8QWunE5eNAlo655bPRfVF0w5FBWBc4WDc4VZ11qjZ+lFwBxQqEPLxMAMiyJbXWyXyG1GfMwFyHwMWuuyQJsJqzpbT80mNOjyfrJjSqPdRWXOsnieD3EvcLmLoqATmVAv+vb3ifJLiPF9Qr0CuiXX0zz90Sx59E0NpCwVmko1ar8ifTzr1O1bRjS/NBPNL5eILcuL5pB12LtZJy93RtUFzqAw08urUDnJ/Zey/+tcQE+yv0di1ovCmyGFExzVe95aA8KI7XJCwhZwSkI7ClPAqXCwZ0L4ZCaCN0E3TRZlX8KfNK8lbZaucJ/TwDjKx2QWv5K53RuieH+J3P6Qx6+Uc8rzwY4st/RC6xhrrekkmWgeJ8yECe1EEWWiuScFU92Y/c2QR2c7PDrT4Xgn5s1Pv3RNRXSLxWLZCKiD5jtbH9OkxzTpPb0vJDEszIy9LcLk4W4VhZNZpxqyYu2qVaqZsVQcTO5itIKbactm7ZC8LVIUAu0uEM09jT5B5jRPTy6a507zhaJ5rHtOc5UNnFdM7RNRE4hKJphdYG0Dy8kRUkADnEbmTm9mxUib4DzRxXmqgzqkSO9WqIcU+qAmOZiSfC1FXiNxr3OQlzqIMeNOzwfcLKuLjrOZA/tN/yrdr9CHNOqYWt5o44HYlP2Pj2X59pul+Tz2BKKKmU1Qdpiv4mdzojQH57t8ef8Mdx2a4aHpNqWkFjbXfJ68qcF1o3VGKy6elNQ9h/GKy0Dg0fAcK5xbCmwmusVisZwFQhrxVFQFDANbS/Ei5UzurJCOJiuSlU83LomuQgjEMMhhB24oxcAc00UEjDqgjCA6o0lnNOmPSjEwm/OCpZm4nsfArOCTXpR+L4fWunBL98T4kjCfYMRb3RPni/1LnSVfyEVzWOyW1yyOZqmY106Wct11okkPZIJ5LppHC55ABdOhu7Qkmp+kQdQbIDHPTbhAtdTJy/O4zwLhCCN6+/lLsoTQrpYW2klK77Uk2x/pYoBEuAI2g5MPDmSDGjrsxa/oE2WRPesIz2cn9ug5yscyR/mIyVzP41cW5pQX7j9f9MevbNCc8pWiSqL5fJwwm4nmYaKyXELN4VbE3rkuj8522D3boZP0j1II4FBr4ZvWYrFsNG6++eYlxT8hBJVKhV27dvGa17yGn/7pnz4PV7cxkDsl1XdWSL6TmCLUxzX6sELPYr6/ZjTqQSjsjQHGpb7FuNXl1iy6zBO9WYSJRs3Qi4ORGLejv8DteAHFwRQD9XmbobRezIqLKdpv+WA9ekE8ywmNejxzmx9QS4vmmWC+rGgeGeFcqOw1DoTJtc5F88qF8ZpbVgfhmjanHs7MRHMKPS1wNgnkiyQ8H9Ifp6Q/UOhpjbpXEd2rEJsT406/wTGFJkeMwcMOlp0+OjH/s+qINjEs+xTqoEIfzWamLjPjVYwKxITpLzEqkGPSRLQsrNN0kjjJ1SBRmv3NLl/aP83XD83y8EybUlIL2+s+N080uHaszojv4jkODV8ymjnO656DcwH3XSxnzqqK6P/+3//7FR/73/7bf1vNU1ssFsu6oRhBX8qt3s3c1B16bvVcHM6znkudCOEIxFbTIeRpZltfDMzBrEMzD/qwJj2ckn43u3MFMwV6EPCz3NAguy3W6RVhOUXRySKDdCWvwRJLS6HLIvxSbnmJcT27uaqe3S/RpAdVL3MzLz5WpmpEc+fSrFO3+eSiOfQPgJgceoEcNn9LUcs6eee4QSVk1tnPorKXFNr1QqGdIiZmoatdZMVIGQQuyScdaLQA0QY9rxGDAl0FoVicU+5i8kjLOeUuF9VU+Vw0bycp81HKTJjQTRShUkgEnSTl4HzInrkOj8502T/f7Wu4AwSO4AlDVXYNVdk1XGXAd3jKJhuxYrFsdF70ohdx++23c+ONN/L0pz8drTXf+973uO+++3jNa17D/fffz/Oe9zw++9nP8pKXvOR8X+66REiB3CRxrnRw6j1Hom5r1FGFPqxRR3VRyJoQ1F4Ne9NeaoDExAOUxfUtEjFkBuBNHEwWH9EsudbzNtw6joMpBtNzQTztOcl1lDnHy5Fx2eA6ZCYHtHl9pOjFxXnmVmuNPkR/+2qhaN5Y4DQfWyCaZ+KbjjLR3MW0pzb3TAirUeDccuEjhDErOVUHPW76UHpGoWc1zg0uzpOyz4J7UtIHjMCbHE1J7kqRV0nc6x3EFRI5JpCD1p2+FDrNPjNmTBSL2q9Q+7PP2mN6cf8qp4qpUzCRDZyNYATziujFauX1KrJC0Gv9OZoozeNzHb60f5pvHJrlkZlOn9a/sxHwpIkG147WGKl4meNcMlH1afgODc+xBTYtp2RVRfS77757RcfZUWaLxXIx0edWzygcQOWYkq6GJihUf7b6gtH55WJgigiYAwp1OHNuPHayTI6T4NEnsPcL74uF+MX7MnfBKfLrVtqQ0ok2gwZFoaolRPMaRZ65vEwiNq1ANE9Lonkq+opXyZo0fzdv/X9nFdn32bf6cjML+qZsJ72Ot056QrsYBSTIhTnlLkY0vwjdPKnKneYpzShlJorpJppYKdBwIow50AzZM9fl0Zk2J7qLK6yOBC5XDhvBfNdwjZ2NoM/hcrRtXegWy4XA5OQkv/u7v8ub3/zmvu3vfOc72bt3L5///Of5T//pP/GOd7zDiugroQva1+b7pyZwLnfg8t5unWTRZUc0+ojJ4FVHTKxAHgfDfaW20ICJEZBbe+J6PnNPq0xYXy4OpkKvIPcqRw4sHAwvxPF8Ocy+p4v9C+upUMS8CUf04t18c6uFRoQCmho9l82OnKO0bG5psdhh2ljgNF9KNM+c5ihhYv2CLOe4XnKaW9HcchYIRyCGgCEnMyVp1JTGmdDI5wrc50D6YOZOn9SoHyuiHyszmHadxL3RMbNUhiVi4OJ7P5brSqkDinSvQu/PPjOPKWguc0cHM7NnPI9jEYhRaQTy3F1ezdzlQbZtlfLLV0KiNI/Ntvnivmm+cXiWx2a7fR9hlw1WeNJ4g6tHqwz5Hr4jGfAl41WfAc+l5kkrnFtOi1UtLHqhYAtvWSyWc03RsAlBdzJneZesYCbGrZ7nf69gmnERA3NIodtAqI0rKey5rQm1cSdH2W3IyXOwz5SsEyf63O7i1CK9NPnw6nG99PTh+gLRfGIFonm5IGiUuc3z4lX1zB11kU8pzpsFF/NrkChNJ0npJIq5yMSzhKkRzaNUcaQVsb/Z5bG5Lrtnu4Tp4miWnQMBVw5XuWKoxpXDVcaqXt8xsVKEqSZKFbHSOEJw9WiNiaq/Zs/Ltm8slrVnaGiI73//++zatatv+6OPPspTnvIUZmdnefDBB3na055Gs7mcarF+OVefIzoxs+10i14Bd02vPZTP3lvie1/rzJRwWPWJ63pqmQiCPK93q+w51zcb96TWulebpFzE1MG4LcvF77L1cjutiGQr8sbpzRTLB7Cj7PEVPef4QnFcloqNL7yN6YniZUG8WDbbF7WjlqO+oBDo+ALRPDcgRPTi7nyBaJhBBlHJzCMXmUh5saC1JlaaKNVEyhRJd4RgJHDxHHnqB1jNa1Fm4EfNKfQM0NEoqeGEJr0vJf1xyXTjgLxS4lzvIK+ROGPSzDStXFjv06LIZ6hRkxq1N0Xty/qEx7L4xuX6e0MgN5n/eTmaxbEMZTNy3NLnXXB+Z+kkSvPIjBHOv3l4lj1z3b79Txiq8MTxBteM1hj0XXxHMug5jFY9Bn2Xmisv6n6OZWnOS2FRi8VisZwZRszFFF8cyvLQkyWy1bsa5kFp1ctWX8qtXo6BWSFFRzEqOZ5yIT8T24uM8EKU1wvWSyJ93mhNgQ7oDoDO+q9nMH6bO6HKovkKGkDl17GvIOhW2YtouQjd1ctxMTYqE6VpJyntuJdpbpzmKc0o4cB8xL5ml8dmuxyYDxe9eyuO5IrhKlcOVbliuMoThipU3V72Uao07TglTBWRMv8FvpQEjmC0Yhr0FVcy6NtmmcWy0alUKnzjG99YJKJ/4xvfoFIxhYOVUgRBcD4ub8MgXIFzqVOYDIzYnBVxb2HaJC1QSi8W1h0TWeYMOjhX9x5Thyb6QR81M/bUERP/QAz6oCY9WIqDIcv2zWJgcud6nvetE22KmHZAzele9JmHEZT9Ur2SFJM3njvHRdbmEhhxvCyIe/QEcgWihRHB5xQqF8VzYTwXy/v1o5NTyyLqBkyNEzFAdiuKWxosEs113hZMMWJ+IJCjCwwIa5BrbDl/JMoM9EdKE6eKbqpoxyntRBErRZxContqbMN32FoLGKt4BO65EdOFFCaTf6BXjFRMa7SjEc8SuM+C9FFF+oMUfUSjHlSoBxViJHOnP9FBjEkzg0NQqtEEfTWaSuuFYJy/3cVKlkXvZiX3W+njppiZM/PKCOX7TLFfdTSLulrusyHIBg7HBWLcFPoUoxJZEX0zb6j1C+bnc3ZuojQPTrVMVMvhWfY1w2KfAHYNV3nieJ2rRuoM+A6BY9rVY1VTGNQK55bVYk17a9/97nf51Kc+xb59+4ii/mnKn/3sZ9fy1BaLxbLhEXn+dF3AaNbhKovY89oI002NVlnR0nK2+mm6AoQo3bd+9o0MnZYcVmFPyC7yuSO9SKTPHfE6NIK+3CSWzdxc9rxLFQStCNMBXqWCoJaNTZyaIqCtJKUZJszFqck0TxTHOhEH50P2NkN2z3aYCRdb98YrXhbLYn52NIJiKqjSxp1l3OsKDThC4DuCQd9l0Heoei5VVxI4Etc69SyWC4rf+I3f4Nd//df5/ve/z9Oe9jSEEHznO9/hQx/6EH/wB38AwP/7f/+Pm2+++Txf6cYgNxlQoagJUhQLzQbudTcT1kOgq43oK7JC7nm7xjXf/c4lAi4pFSZXxqFeONYzcZ0m6Kls3/0l22YVk61eFtfHTeFCEwcDxFn7JhfGXQphXDjG3S46InON5+J45iIvO8nnWbnnwGOxKD4goBDIM5f4CkQwrbJM87wdJTDtqGF6zl1rQLggUFoTp5pQKeLMWd6OFa04ycRzTaw1WmuUgrk45ngn5lg75kgr4nA74kQn5pqRGj+5fYi5bkLdd9hS8xmr+tS9FRZTWgWEJxCjAj2SD24p9DS4Vwnk1QJmIP2hIr0vRU9r0q+npF9Pe4NWYsHPEoJ6IYJLsfj4BYJ7cWxeyHiZ44wwv2CbzO6XL8v++wkpzOfccY0+ZoouL/2iYD6fJjLBfMS8RmJAmEGvPLt8ndaAiFPF/YVwPsfB+X7h/OqRGjeO17lquEo9c5gP+i6jFY8B3+kztFgsq8Waxbl88pOf5Fd/9Vd5wQtewJ133skLXvACHnnkEY4cOcJLX/pSPvzhD6/FaVcFO93ZYrFsFPrc6p0sWz3MXFVagyuMiCzpb4TJ9dE4Wi2KgqCRNkJ7IMx0w4HMIWWnFV/URJlo3k5SZsOEZiaat+KEg82Q/fMhj891eXyuS7SgAqgj4JKBSk80H6oyUjHRLPmU5jA10SypNu+/QIrCWV73HCqupOrIcz7NeSG2fWOxnBs+9rGP8ad/+qc89NBDAFx99dX8xm/8Bq985SsB6HQ6CCEKZ/pGYj1/jvQKaRvnNPPZgHqcxafk7aJMWMddfvaVbhkxvS8O5vgyMQhZZnBRvHSLACkKQXxRDvnpRKtIEA2g5BQXZWE8WydY+UyyctZ6X/66Lj1GIIywlovmVSuab2TizFGeO8vDxDjK23FKrExbJs1kIYlmPlYc68Qca0ccaUUcbIUcbkXEC6ukL+DywQo/tWOYK4ar1FyHTVWfiZrHwHmaaacTM8CWFyPVISA06WOK9O4UfeACSjZu9Ap9yjEBIyCGJTIfTHRNdvl6cpcvRZSk/GiqzZf2TfHNw3McLtUMkgKuGalx03iDK4er1DyHqisZ9l1Gqh4DnpnZabGcCStt36yZiH7TTTfxa7/2a7zxjW9kYGCAe++9l8svv5xf+7VfY+vWrbztbW9bi9OuCuu5cWixWCwnoy/zOyu6o7sYJ5PCTCcuZW0CaIEJGi05JsQCwX29CfDLFQQVQ2yogqCWtSHMRfM4F80TOolishNzcD5kf7PLnrkuh1qLi3nWXNknmF8+VCXIxO+kEMxV0ZHMY1kGfIeG71J1HaqOxHdWNnPiXGLbNxaL5WzZaJ8jOunlAxMZcVx3MMJ6vEBYzwtoL9PG0YkR0hdmrZ9WnEqZlUSr1E+vzbUwg70QyBUUXv7ceesKMwDgY5zlWRFx4YreumXDkKo8q1wRKkWUmvourSxOLlGQKDNDTiKQwhRNP96JOdqOOJyJ5Qfno0W1XnI8KdhW99nWCNjRCNheD6j7DncdnOXrh2dJsrbReNXjp7YPc8N4nYbnMl5x2VQPGPKd89Y2KoqRntAwb2bwosHEK5H1jXSvj1T0nUrL2a0u79f6pMf3H1u6zc+14HyLjl94rny7ADEsEGMmjkVWpfm/XuAux8tqTa0Td/lSREnKfSdaRcb5sU5c7HMEXDta58bxOlcO1ah5koorGa14DAdeEd1isZwt511Er9fr/PjHP+ayyy5jfHycL3/5y9x444088MADPOc5z+Hw4cOnfIzbb7+d22+/nccffxyA66+/nre85S28+MUvXvY+YRjy9re/nY9+9KMcOXKEHTt28Id/+Ie87nWvW/G1b7TGocVisZwMnTe48ixO3VvWZVE972jF2XJ2e1IBPv+9xgL8sgVBB7LpybYg6IZFa43K+h9K66x/kG3TJj+86GeU9mtNdr/SfqVoZtOQ52PFwWaX/SXRfC5KF51/U9XjyuEqu4Zr7BqusrXuI4VA6Z7DPEpND8YRksAV1F2HwcBEslQc05iXG+C9Z9s3Fsu5I4oijh07hlL9YtQll1xynq5odbgQPkfKxdyJNLqdCetRLqxjctbLcTDL5H1rrdGzoDNhvchZhz6n+JlGqyy67rw9VwjkZF+GguJryMUoT7lA7hvnab5duNkx7vLPy7I+WVjUM0o13TSlFSu6Sc9VrrVGAa4QeFIQJorjXeMqP9QysXUH50NaydJiuSNgSz1ge91neyMofiaqXtHe0VoX7nYhBKlSfPnADF/aP8N8bNpbNVfyk9uHeeqmAYYCE7OxueYzHLg450nQLYqRzmbFSOPTkMOWu+TVeiqn8zhZTEzhLvezuMr8M2udt0ujJOUHx+f50v5pvnV4jsluTzh3heD6sRo3jNW5YrhGzZXUPIeRwGM4cBnwHXwrnFtWmfNeWHR0dLSoOL99+3Z+9KMfceONNzIzM0O73V7RY+zYsYP3vOc9RWGev/iLv+AlL3kJd999N9dff/2S93n5y1/O0aNH+d//+3+za9cujh07RpKsdL6cxWKxXHgIYTpSLBELJ07RWjtjAT4vpqUx20rH5s6PFQnwKhPNlegvCJpHtNipxWuCyoVtrUtmmZ6w3ROx+/eXhe38/kn2WGk2VVhrSLVZTrP3Qy6gUzxWJqDnj5XtyO+TYLI7UwWxUiRZp7EVpxyYD9nX7LK3GRaOqBxXCC4drGSieZUrhqoMBW7REQxTxYlujNIghSBwBDVXsrXumimjjolmsTnmFotlOR555BFe97rX8Y1vfKNvu87intJ08WDeQk7XSPSVr3yFn/7pn160/YEHHuCaa64p1j/zmc/w5je/md27d3PFFVfwrne9i5e+9KWn8ewuDPqKuZdz1vMCpmGWCT5v1uno7PtwiZx1IRDDwLCDc+2ZX5PWJQd50a4C0kwgzy/VoRDIqYIMQASyyF3P6+kU6+tcSLMszcKinqHStKJkyaKeAuMQN5Fxmplu3BPKW0YsX8pEkN93U81nR8OI5dvqRizfXPP72jqpMqJ9M0qJlUKZaax4jsSXAgV0Es2ztw/z/EtG+c6ROf7f3imOdWL+394pvrBvimdsGeSWLYNMdoyIvqUeMFrxznmbamExUuLyzuXudDonON0LOovHcdb/QFjexu7EKY/PdXlstsOPTszznSNNpkp1hzwpuGGszg3jdZ4waKJaapnjfChwGfCc8x6LaLHAGoroP/mTP8mdd97JjTfeyMtf/nJ+67d+iy996UvceeedPPe5z13RY/zcz/1c3/q73vUubr/9dr71rW8tKaLfcccdfPWrX+Wxxx5jdHQUgMsuu+ysn4vFYrFcrKyKAJ+L8KcS4DPhvU+Ad0BuFoi6LQi6EnLxO9W6WO7fZtaLZaWItZne2xOkFwvbhXiuTScqUbro2MVKmynCuidm51OKk+wn1dmy7l8vH1Msa90njMdpaf9pTp5reA67hqtcmQnmlw9W8BxpOqSpEc2PtiPTAXWMq3ys4tPwncJhbqeIWiyW0+E1r3kNruvy93//92zduvWMRMwzMRIBPPTQQ33uqYmJiWL5m9/8Jq94xSt4xzvewUtf+lI+97nP8fKXv5y77rqLZzzjGad9jRcapp4KJlt8oCSsx2RF0rMCpm1MAdP5rIDpAmF9uZz1FeWQ54VIHWMckAEmmzyPWXEWCOR2QHfDU46JC1NT1LOTpHRT1VfUEy3wHHClcZY7Ao6100IsPzAfcqgVMtVd3jw4XvUWOcu31vxFwmSsFFGqaEaKOGsT5saCiisZ90zB0Hw9cCSx0kx3E462Q2bDhBvH69yydZAHptrcsXeKR2c6fOPwHN84PMf1Y3V+Yusglw7GDAYuWzMx/Xy0t4pCmpazRmszQ6KTpuxrdnlspstjs20enzPvzaPtiHRBMz5wBDeONbhhvM5lgxWqrkPdk4xVPAZ9lwHftcYVy7pjzeJcpqam6Ha7bNu2DaUUf/Inf8Jdd93Frl27ePOb38zIyMhpPV6apnzqU5/i1a9+NXfffTfXXXfdomPe8IY38PDDD/PUpz6Vv/qrv6Jer/PzP//zvOMd76BarS772GEYEoa9Sr9zc3Ps3LlzQ09TtFgslo1MIcCLi6OTuFLxuxDBM/E7zUTvWCnSkkAOmXktvx+ZC7J0vlaimA0T5sKE2ShhJkyYDhPmojQTtHtieVnkXi8IwHcEnpTGgZUV87y0VAR0S80n1aawaJgqImNpx8tyzBueiWUJHFlEs1zIrr0LIYbBYlnv1Ot1vv/97/c5wFeD0dFR3vve9/L6179+0b7ciT49Pc3w8PCS93/FK17B3Nwc//RP/1Rse9GLXsTIyAif+MQnlj2v7SctRie6ENYJSznref46uphNB1nMSu4iXyqHfKGD3L042j4XG1Gq6GbtkW6cMh8rWklKlBrzAJjCieV2jUZzrB1zcD4qXOWH5kOOd2KWa5GNBG7mKu8J5tvqwaKCi0r3MtTzGBjIzu8Iao5kwHeouiZzOnCN6/xk7aRUaWajhGPtiKluQqwUDc/hcCvk83un+f6xZnHdOxsBz9o+zDWjNYYCl801n/GqR9VdwrljWTeoTCwPk5QDrZDdM112z7bZ2+xyaD7iaHv5ArS+FGzL3ptXj9RKwrnDeMVlMPCoe44Vzi3nhfMa55IkCX/3d3/HC1/4QgCklPz+7/8+v//7v3/aj/XDH/6QW2+9lW63S6PR4HOf+9ySAjrAY489xl133UWlUuFzn/sck5OTvOENb2Bqaoo///M/X/Ycf/zHf7yuC51aLBbLxUbhgN+AKG0KNYWpKiJN0pL4nWTOb1PgKY876QndS4vfIvOGGwSmoyWFyJZNJ10KgSsEqdLM58J4N2EqjJnqJkx1Y05kt8s1cE8HP+vkuVmHK+/0lTuA3gKhO59y3Lee73eWuH++7ghcKfCzfXmWZjlyRpM7qIyz61gnxhEC3xEMBh6DWWcwF8zPVx6nxWK5cLnuuuuYnJxctcfLjUStVotbb731pMfefPPNdLtdrrvuOv7oj/6oL+Llm9/8Jr/zO7/Td/wLX/hC3ve+9530MW0/aTG54C1qve8QrTJBPQJCjY514SAvcsgdeoU7LRcsWmvCVBeCeTtOaUYJ3dS0T0x9F4HvgO9IBjyJQHK8G7O/aQp75lEsR9sRyzXXBjwnE8n7xfK6t7gBnSpTZDQX7BfGsYxVXBq+2zcL70yETEcKRiseI4FLM0450Yk53oloeC6/fM1mXrZrnC/un+afD86yfz7kYw8dZSRwedb2IZ44McBoxWWi6jNRNbMCLeePXCzvJilHWhGPzrTZPddl31yXg62QI+0oqxm0GFcKttZ8ttZ9Ntd8NtV8RiuuycIXpl1fKznO655j2+SWDcOaOdFrtRoPPPAAl1566Vk9ThRF7Nu3j5mZGT7zmc/woQ99iK9+9atLCukveMEL+Od//meOHDnC0NAQAJ/97Gf5xV/8RVqt1rJudOuwsFgsFsuZojPRvJWkzEcpM2FCJ8usNHL3YvFbIHoieHYrKa+DzI5Z6PjRWhcdk6luwolu3CeOn+jGy2ZfLmTIdxireoxWPMYqHqMVl5HAdKI8KXGkySh0helMufm6lMgsoDUX93MRW0OWed8Tt7NNheDdf7zuO+ZkCPrPaS5BFLH6QOFIzxvlFVdSdaTNUcQ60S2Wc8GXvvQl/uiP/oh3v/vd3HjjjXie17d/pf97C41EH//4x/mZn/mZJY996KGH+NrXvsZTnvIUwjDkr/7qr/gf/+N/8JWvfIVnPetZAPi+z0c+8hFe+cpXFvf7+Mc/zmtf+9q+ftBCbD/JYlmehXEs85EpbB5meeb5LMDAkcXsuTBV7C8Kn5s6Loda0bKz/aquZHsjYEc9YFtJMB/0l/ZDmsx0c10L41gCR9Lw3EVxLGtZHL2bKKbDmMOtkGaU4grTvr3r0Cxf3D9dtFkrjuS2rYM8dcsgm6s+EzWPiarPoO9c0LMEzzd53n2Yao61I3bPtNk902Fvs8vBlilG201PUoC25rO1HrC55jFR8xmvuowEfjGrwncEFUfSyIwsvjTvw4q7tu87i+V0Oe+FRZ/xjGdw9913n7WI7vt+kQf41Kc+le9+97u8//3v54Mf/OCiY7du3cr27dsLAR3g2muvRWvNgQMHuPLKK5c8RxAEBEFwVtdpsVgslouD3GHUilPmY+P2bseKUCkcBIErGPAknnNmX7FxqpjqGHHcCOTl5TibHnvq8W9fipJA7vYJ5WMVj5GKiyuEmcqb5ZtHKQiRPbbIJev8xwj8iYY01Qhh5Oy8/SvKYrYAicwGAbIBAWkGCvJBAjOQkA8mZPVkpSwGGiidU2aPKbIkfnPu/nOKbL8njfPcdrgsFsv54HnPex7AohpQp1NYFODqq6/mnnvuKYxEr371q5c1El199dVcffXVxfqtt97K/v37+ZM/+ZNCRIelB2VP9Vlp+0kWiyGPhuumim6imI/SRXEs+ey3qitpCDjRSdg332VfMyyE8+VyywNHFIU9tzeCIr98OHCX/D89VRyLyZQ+vTiWtaDiSra6ARNVn+kw5lgrYjpMeMbWIZ69fYh7J1vcsXeKw62ILx2Y4SsHZ3jKpgFu2TrEzkbAeNVjU80UI7Wi65lTLlZ7vJOJ5bPGWX6oFXKkFdFKlhbLpYBNVZ9tmbPcDHB4jAQeTmnGaCAFA75rxPJs0OZMZzVYLOuVNRPR3/CGN/C7v/u7HDhwgKc85SnU6/W+/TfddNMZPa7Welm3xDOf+Uw+9alPMT8/T6PRAODhhx9GSsmOHTvO6HwWi8VisYSpohWntOKUmTCmlbmMQFBxBDVPMixP7ZTRWjMXpYVjfCkn+cpd5C5jVSOOj5fE8Vwsr3v9+d4m11wVnb2pbmIKamYukeHAo+FJKp6DK0wnqyde9wTtsmBdrFMStEsCt8VisVxsfPnLX16VxzkdI9FS3HLLLXz0ox8t1rds2cKRI0f6jjl27BibN29eleu1WC4UcrNELpgvjGMxtWcEvjRFyQc8SaIEB1tRyWHe5cB8SLhM3MV4xWPnQJD9VAqxeDmROHcLR6m51WsUx7KWuFIwUfUZr3jMRSnHOxGTnZgrR2rcOF7n8bkun987zYPTbb57tMl3jza5erjKbduGuGqkxljFY3PdZyTw1t1zW0/ksyOi1LT1d88uFsub8dJ9DQFMVD221gO21L0sWsf0LfIYFs8xswbqnkvNk4VQvh7fcxbLWrBmIvorXvEKAH7zN3+z2CaEOC0Xxh/8wR/w4he/mJ07d9JsNvnkJz/JV77yFe644w4A3vSmN3Hw4EH+8i//EoBXvvKVvOMd7+C1r30tb3vb25icnOT3fu/3eN3rXnfSwqIWi8VisZSJU0U7UZlonjAfJ3QThcY4vKuuw9Ay00s7Scrjc10mO0sL5Sspzpm7yMcWieNGNB+puHhy6XiS3JnUihWRUoUzKXdHVVzJuOdT80wueN7wtVmEFovFcvY8+9nPXpPHPZmRaCnuvvtutm7dWqzfeuut3HnnnX256J///Oe57bbbVvU6LZaNRKp62eW5YaIZpUUci1IaKUwciycFVV8yF6XsL9zlRjBfrtCnJwXbGwE7GwGXDFTYORCwoxFQWyK3PCc3PESlOJaFbbhzGcey2gghGApchgKXbfWUE92YY+2ILfWAf3PDVqa6CV/cP813js7x0EyHh2Y6bK37/OS2IW4cbzBe9dhcCxituPgXcVRfOUpoLkx5dLbNY1kMy6FWxJFWyOxJjDljFZdt9YAtdSOUT1T94jXN32+BI6l7TvZ+k/hSEjjCRiRaLmrWTETfs2fPWT/G0aNH+ZVf+RUOHz7M0NAQN910E3fccQfPf/7zATh8+DD79u0rjm80Gtx55538xm/8Bk996lMZGxvj5S9/Oe985zvP+losFovFcuGSKE07MU7z2TChGad0EoVWGi+flruMQ6iTpDw60+HB6TYPTbd5fK67bBEoMC6PocBdMmJltOIxVvWou3JFTu6kNI03UqaQqYDCmTRa8Wj4ruloZWL5xdzhsFgslrXgvvvu44YbbkBKyX333XfSY1cyG/d0jUTve9/7uOyyy7j++uuJooiPfvSjfOYzn+Ezn/lM8Zi/9Vu/xbOe9Sz+83/+z7zkJS/hb//2b/nCF77AXXfddRbPfO1IlOZwKyxmNuXjvLI0S0rSqyuSz4SSpVlSRZ0RerOllqo1Yrk4iDNneZiaIpvzUUo7SQlTTaKMUaIQqx1J1dEcacfsa3aNWD7f5UAzXDbyYsh3C3f5JZm7fHPNX9akUI5jiVJTaB5KcSyBx4AnTRxLJpafjziWtaTmOdQ8hy01n+kw4Wg7JNHw0ism+BeXj/G1gzN87eAsh1sRf/3Ice7YO8Uztw3xlE0DbK75bKn5jFV9Ku6F27YtZ5a3k5Q9sx0emmrzeLPLwXnjLJ8Ol44IAhgJXLbWTW65EctN3yNwHRwBviPwpaTuGXd5nt9v+wwWy9KsWWHRjYwtvGWxWCwXNqnqFQNtRgmzWTHQVGtcYUTz5dzZKxHNxyouW+tBn0A+VvEYrbpnNA11qdxLDXiiN60yzyA0riSx4ZxJlrXHtm8slrVBSsmRI0fYtGkTUspi9u1CVjob9/Wvfz1f/OIX+4xE//E//sfCSPSa17yGxx9/nK985SsA/Jf/8l/4n//zf3Lw4EGq1SrXX389b3rTmxYVIv30pz/NH/3RH/HYY49xxRVX8K53vYuXvexlp/Vcz9XnSCtOuff4PFGqTDUMofuKSy9azsV1+kX14ra0XyBwpBFM89ocjgApZG9ZyqKOR14MfDmRXpTOmd86Uthog/OE1poo7TnM20nKXFiOYzHHeRJ8RxJIQStOOZDHsWTu8sPtaElThCNgaz2LYmlkcSwDyxf6hP486ig1pgcpBX72U/ecdR/Hci5QWjMbJhxvR5zoJkSpQkr43tEmX9g3XYjFvhQ8Y8sgT98yyM4BM1gxXjUO/Y1K/r7N3eXT3YgHZzrsnumwvxlyYD7kaDtati7SoO8UzvLNVY/xqsdY1aeWGXN8KfAdSc2VmcGmJJZfYIMzFsuZsNL2zZqK6Hll+D179vDNb36TSy+9lPe9731cfvnlvOQlL1mr0541tpNpsVgsFxZKG9G8nU3TnYliOrEm0QpHQMV1qCzTYVmJaD5e9bhmpMbV2c941Tvja13Y0dLQa/yWOlqBk8ex2GmVlpVh2zcWy9qwd+9eLrnkEoQQ7N2796THXnrppefoqtaGcy2iD/hy2fiyMlqbwWWlTfwFGhSgs3Vza9ZVFryhtWkf5F/pqnRsLtCbJZM/na9REu7zuiD5oHXufJdSMOA5DAUudde4bS9GUfRckM8mbMeK+TihGaWmCGgpjsXPhEJHCCa7MfubWRxLll++XD2auifZ2ahwyUBPLN9a908ZqbfQXe5mpoeq2zM95O043xHW9LAE81HKiW7EsU5MK05xheChqRaf3zfN/nkTbSWAm8Yb3LZ1kCuz9vemms+Ad+o6ReeTOJsREaaKbpJyYD7koel2MevhUCvkxEkK0O5oBGxrBGzOMsvHqyamsdxfqGUxLPmgTJDVQFrPr4vFcj5ZaftmzeJcbr/9dt7ylrfw27/927zrXe8qXBfDw8O8733vW9ciusVisVg2NlobB1Ir61DNdBPaiSJWCgFUXMlgIPHk4q/BcyWaq8xxEilFvKCj5buChufQqPu2o2WxWCzrnLIwvnfvXm677TZct//7JUkSvvGNb2x4Ef1ckLtRu4mi6gpcoU8p/JTjWuDcfE/mwn1PoNfkQR+p0kx1Y461Y6TI2h2ew1DFo+ZKaq5ja5GcIWXRvBnFzEYp3USRKI2bu8sdiRSKg50oE8qNWH6wFS1Zm0YAm2p+JpYH7GwYwXwkcJd9753KXT5edRnITA+BNT2cNg3foeFX2VIPmO6aqJcrR2pcNVLlcCvmC/un+dGJFvdOznPv5DxPGKpw29YhbhpvMJGJ6UOBe17bzWkptzxMNc0o4ZHpNo/NGXf5wVbI4VZEZ5mIoJHARASVs8uHfTd7n5l+Qd1zqLuSStZf8G1/wWJZU9bMiX7dddfx7ne/m1/4hV9gYGCAe++9lyc84Qn86Ec/4qd+6qeYnJxci9OuCtapZbFYLBuPMItnaUUJ06ERzbuJQgpBkOWaL5Xtdy5E83KRqEQZF1zuFgkcSaOUQxhkU3mtY82y2tj2jcWy9jiOw+HDh9m0aVPf9hMnTrBp06YVxbmsZ87F58iJTszP/d/+bHlXCjwpcIUolp18W7a9WJaytCyWvG/5OKfvvsssC4EnZbHdOY1s9SQrXpkLvZ6UVNysuKLvUvMcqq6NYFuOXDTvJIq5MGYuMstGNDfFNVOleXS2w945k1u+f757EievzGJYeu7yHY2AYBmB+2Tuct8VVB1Jw3dMpF5Rf8aKmKtNoszg2rFOxHQ3IVaKuTDhawdn+NaRuSKmZ1PV47atQzxl8wBbaj6b62YwZC0HrRZGsXSTlCPtmEdn2tmMhy6HWxHH2lFxnWWKiKCGmemQC+YV1ylqHZnoxsxdXor9se8zi2V1OO9O9D179nDzzTcv2h4EAa1Wa61Oa7FYLJaLhChVtBNFK06Z6ca0sg4WmA5S1ZUM+Yunc661aF4uXJUuLBLlu0VHq+xMslMrLRaL5cJA66Vd0ydOnKBer5+HK9p4RGqxKzNRekkH8flCQJ/QXhbiPSmYqPlFO2Jb3Tezy7K85kSZwpaHWyEH50M8adosw4FpI9RdI6pfrG2D/PVpJ6qvbk1ZNK+6kj2zHe6favPAVIt9zZCl3h1jFdcU+Sy5y8eXKRSfn3tZd7kjmPDdIlLPmh7OLa4UjFVNraFmnHKiE3PcjfjZy8d5/iWjfOfoHF85MMOxTszfPDbJnfunuHXLELdsGWT7QMDWTEw/29kA5SiWMDWzIfY2Q/bOmYigQ/Mhh9sRM8sU+6y6kkuygZutdZ/NtYDRipvVWOgZbMqCedV17MCMxbJOWDMR/fLLL+eee+5ZNGXxn/7pn7juuuvW6rQWi8ViuUBJlKYdp7SSlJkwoRkldFON1ho/61Q1lugYnQvRvJM1pJU2gnnFEWype9S9slhuO1oWi8VyoZIX6BRC8JrXvIYgCIp9aZpy3333cdttt52vy9tQbK0H3PHSJ/KDo00qrkAgiDMRPVGmwHaizXqsNGl2mwvtsS4tK1Vazrb37V+wrM05Fu5LtO5rO2goCn13lngOe5sh3zvaBEzBv6tGan2i+oDvMpAdm7cjDjRDUjSBlNS8TFT33KwtceEOuK9ENG94Dgfmu9x/os39Uy12z3YWOXq31X2uGKr2HOaNgNoyhSZP5S4vR+pZd/n6QghjShn0XbbUfaa7CUfaIT+5fZhnbhvivsl5vrhvhsmuiXz5ysEZnrppgFu3DnLFcJWt9YDRwCNwTy6mJ31RLIpOrJjqRjze7LJvzhT6PNKOONwKCZeyl2P6FzsbZcHcFPrUCKQUBMX72y3yyyvWYGOxrGvWTET/vd/7Pd74xjfS7XbRWvOd73yHT3ziE/zxH/8xH/rQh9bqtBaLxWK5QMgd3a04m74bG6e50hpPCiqOZLzinHPRPMquq5u53t1sWvZYpcJg5jKvutJmnVosFstFxNDQEGCc6AMDA1Sr1WKf7/vccsst/Jt/82/O1+VtOBwh8B1J3VtZYdFzQS68Lhbg+4X9KNXsa3Z5aLrNozMd5qKU7x1t9onqV5dE9a11n0HHBT+LhVCabqJ4vBuC6BI4kporGal4Wf6xc0oBcD2zEtF8yHc40o64b9KI5g9NdwjT/hkKoxWX60brXDta49rROsPB0tJGnNWese7yC4+q61BtOGyq+UyHMcdaEU/ZNMhN4wPsnm3z5f0z7Jnr8q0jc3zryBzXj9Z45rYhrhurs7XmM1b1qbhyURTLfKw42g7ZO2ey9A+1Ig63Q4634yVnPLhCsL3hs3Ogwo5GwJaaz0TNwxECDUW0ZOBIBrMIp0qp3pEVzC2WjcOaZaID/K//9b945zvfyf79+wHYvn07b33rW3n961+/VqdcFWxmqMVisZwbUmUKa+YFNqPUdKxacUqYKuLUdH7yTlVlCTf3uRLNw0Sj0P3Trj2naAhb0dyy3rHtG4tl7Xnb297Gf/gP/+GCjW45V58jrTjl3uPzDPjrR0Q/E2Kl2DNrBPUHM1E9XtBIWUpUz0U1rTVhqrOYuF5x9LrnMhIYMa62TM2X9cIpRfNMuJ4OYx7InOYPTreZi/rrB9Q9ybUjRjS/brTOpprXJz7mAxA2u/ziRWnNXJQy2YmY7MQmm7wV8bWDs9wzOV8cd8lAwG1bh3jq5gF8KTjYitjX7JoollbE4VZEM166fkXDc7hkIOCSgQrb6j5baj7DgYtCoNHZAKB5Xw8GLrX8/ZZlmFsslvXJSts3ayqi50xOTqKUWlRgZ71iO5kWi8WyeiitiVNNWDiBjIu7Fad0U1VMh0ZrNBS5op40LrTzK5qDJ0VfVmnNtQXALBsT276xWCxny7kW0WOlcASAIG8OCEykg7ldYlvfdoEQlLaL0vH9284FKxXV8zbMNaM1ttR6orrSOnPLmtxuIQQVRzDguwwHLnXXDO6fTyf1cqJ5qjWOgIpjYivaScqDU0Y0v3+qzWQn7nscXwquGqlxXeY03zkQLGp75VE43USj0YUwPuA5tmD7RU4rTpnqxhxtR0X9pG8emeMbh+eK+goDnlP0RRYigE01v08w31zzqTiCWAkQPcG85joMZH2EwM0d5lYwt1g2EuddRH/b297Gq171Kq644oq1ePg1xXYyLRaL5fTQ2RTnOMsPNNMiU9qxopOkxb680KYUWbHNUhGu5UTptRTNy9Omo1QXWaRVVzJkRXPLBYZt31gs54ZPf/rT/PVf/zX79u0jiqK+fT/4wQ/O01WtDufqcyRRmsOtkDTLIlfa1EBJzZg7ClDKzBDT+f7svgrz/Q7mWF26BXMsZNvzg/JlBELofBMic5eaA4xwVhbgTybuB47ElyePashF9byNcyaiejdRhRAohRn4H/QcBgOPumeKEq6lgLyUaN5NNIlWfaJ5rBQPT3d4IBPND8yHfY/jCLh8qFqI5lcMVRddt9KaTqIKUT6fHThScRnIcqWtu9xSJkoV02HC0VbIbJTSihK+f6zJVw/OMp+5zX0p+rL0tzV8Jqo+AoiU+QTwshkNNddh0JNUSpEsZ1us1GKxnH9W2r5Zs0z0z3zmM7z97W/naU97Gq961at4xStewcTExFqdzmKxrCOU7s+KjLPCTkob8VQK0+FwhCiWJeVt5hgbj7H+SPJpskqb6vRK04qMwyhSJn4l0QrThdSFSB44koZ36r9pO0450o440oo4MB/y8MzaieZhalxLflbAa3PdFPCqutKK5haLxWI5Iz7wgQ/wh3/4h7z61a/mb//2b3nta1/L7t27+e53v8sb3/jG8315GwZXCnYOVE7rPkZoz0VzXYjkZpvuE9QVZkWzQIDPjkXnYvyC+wJKKSPiLyPup0qRamjHihll2kR5HvLCgoGelFw1UuOqkRqwtKg+F6V852iT75Qy1ReK6nkBzbwY4rFOzKFWhJvNphsKTCHGunf2xoBUadqnEM2HAgdw2D3b4YGpWe4/0WbP3OJioDsaQSGaXzVSper2FwLN223tOCUsDRJsqnoMVbzMeW/bbJbl8R3J5prPeMVjNko43o4YDDyevmWQ452YTVWPwcAt+qxg/i99R1B3nb4IIDujwWKxrGmcy49//GM+9rGP8clPfpIDBw7wvOc9j1e96lX8wi/8ArVaba1Oe9ZYp5bFsjx5RyHOiyipngO5m6SZOGncIYmCROduHl1y8PRcPblrJxfRpTDuHSdz8jhS4EmJK8EREk+CI+UiEb5PfBeieIx8m2XlpNnfMxfLo1SZzlLWgUlSTZx1GtECz6Fwk3tS4oiTT41WWjPVTYqK9key7MHDrYjZKFnyPqsqmmcFuoYCI5rXMtHcFvWxXOjY9o3FsvZcc801/Kf/9J/4V//qXzEwMMC9997LE57wBN7ylrcwNTXFn/7pn57vSzwr7OfIysgd4u1E0YoTZrJIkyhVaIzztZJlJJ+snVqI6lNZ/Mtsp4iiyBnKM9VHTRup7FRPsjZQJ01R2oiDFVcwEnjFbLvaKdpAuWjeSRRzJ3GaSwH7myH3T7V4YKrNw9NtogXXOl71uC7LNL9mtMagv9jTlzvbu0k2Q9CRNDyZXbNL3bXOX8vZMR+lTHYjjrUjEgWBI6h7DgO+W4jlwRKRkhaL5cLlvMe5LOTrX/86H//4x/nUpz5Ft9tlbm7uXJz2jLCNQ8vFTLrAPZ4v5/mLZrqoIs0E8nxKLFrgSCOmuqK3nAvdJ0OVp+ouWF9qe/lDKxfkjRBvBHMjoFNsc4RxQ+fX40qB58jieGcZd3xZhJenEIY3GuXiS+W/bzsxVenzgZH871vOKc9fy1P9XcNUcTRzlRuRPCxc5gs7VWWGfJetdZ8tdZ8rhqpnLJp3Ew2iJ5oPB/1O8wvp72mxrATbvrFY1p5arcYDDzzApZdeyqZNm7jzzjt54hOfyCOPPMItt9zCiRMnzvclnhX2c+TMyAuEtrPi6XNhQitJ6aYarTReVogwOEWh8jhVPDbX5aEzFNXzDPG87osvBTWv10aqeaaQq2kTpicVzR0Bx9pxIZo/MN2iFau+axnwnKIQ6LVjNSaq/qLntDCSxsnc5iOBcQjXPROZYdttltUmTE1ft3KK/zuLxXLhc97jXBZSr9epVqv4vk+z2TxXp7VYLCWWi1mJU5MtmDdek+ynPL1VCjJx3IjkFW9lQupKyEXqPF3yTNC54E45O9NMtY20IkxLonx2jDnj0q54ISic8TIT48n3l7IvjWhv9ucvhRTlQlaicNfnoj2Zy753zt61lItfUd7ed1x/8ax8oyg9RvmxlabnKk9SWomiHackWpsc8FJOuSvMAEPVlQyu4O+rtWY2SjnSyqrZF6J5yInu0q5yMIMcm2tGKN9aC8xtVuE+n5K8EvJOaZgquqmZaB1k17+17lLPOoS282WxWCyWc8GWLVs4ceIEl156KZdeeinf+ta3eOITn8iePXs4R94lyzpECEHFNe7z0YoHA0bA62RtstkoYT5OmQoTlDZCciUrUFh2w3qOLGbl/Tw9Uf3BqSz+ZbbD7IL4lyHfLQT1a0ZqbK55DPrmMXMTxd4wRNMlcEy9moWi+WAg8aTLTJjwwxPz3D/V5oGpFlML2nqBI7l6pGpE89Ea2xuLi4GWz9tNFQKouJKRimeKo3oOddexoqZlzTERS+f7KiwWS47WGpIUksTcxgkqTiBOkBMjiGDxQOy5Zk1F9D179vDxj3+cj33sYzz88MM861nP4q1vfSv/8l/+y7U8rcVyUXI2MSsC+lzaVVfiZA7tjSI8iux6nbMQ4qHkdtc6y7vMRfk8E7NXqAp6rvhie7GeL5eKV5Xvk0XbFNdf+q3p367z3+YGnR8pevfqifLZNlG+PyRKZfcTuJLCVV5bYbGpRGmOtftF8sOtiCPtiE6ilr1f3ZN9IvnWTDQfr3pn1DnKRfNuat7PAgqn+ba6S82K5haLxWI5jzznOc/h7/7u73jyk5/M61//en7nd36HT3/603zve9/jZS972fm+PMs6Isic58OByzaCwtTSSlKaYUIzTpkJE1KtkYIlixiWRXXIRPVypvpsh9ko4dtH5vj2ETMTfClRXQhRtLESrQvRvB2nPDTdLkTzQ63+QrmOgCuGqlw3Vue60RqXDS4uBgpmpmsnNbMd0yxWpu5JttV96llWe2AjWiwWi+WCR2sNaYoppmbEchUlEIYQxWZbqtCpyjSNzPQ4PADrQERfsziXW2+9lW9/+9vcdNNN/PIv/zKvfOUr2b59+1qcatWx0xQt6xWtNa1YrShmJVW56HrmMSunQ6I0M2HCVDdmqpswHcbF8lQ3ZjrrBJh88140SB4PUt7ev3/xdlfKJe7f277c/S80R0teNKu3XhLxSwWzROYwX4moPB+XXOWtTDBvhxzvxIuKe+YIYKLqZUJ5wNbcYV73GVgi6/J0UNq8x3O3uYDCaT4SuNR9l5rrLCrUZbFYFmPbNxbL2qOUQimF65rvv7/+67/mrrvuYteuXbz0pS9l586d5/kKzw77OXLuyLPB8yzyucjEqsRKIRH4jnGr+3L5NlAuqj8w3eKh6Ta7Z7okC7r/ZVH9quEqs1FSiOZ7ZrsLYhThkoGAa0eNaH7lSG1J8VtrY3joJooo1cjMpDMcuAz5LjXv1FnsFovFYtm46AWOcp0k6G4EYQxpLpSnCJ1NqXcdcCRaaWh1oNVGz82jZ1voE9N4v/gC5LZNa3a95z3O5ad/+qf50Ic+xObNmxFCMDY2tlanslgueMqRGVPdhFj1nL9rGbOSo7RmNkyMIB72hPGeWG7yElc2Ire8a3mtEVAS3jMh3hFZhIkookw8IXCdBRngpX2eU94mcIXsF/TzxyqJ+O4C0X81Og15pEvfE1x6pQ+lNZOduC+nPBfMm3G67P0CRxZu8i213FkesKnm4cmzcw+lfTFDZjZF7rgPHONW2t4IqHuOFc0tFovFsm6RUiJL34kvf/nLedaznsW73vUurrrqKjqdznm8OstGwpWCAd9lwIdNNZ9UGWG6naTMRymzYUI7UUwnCiEEQZar7ju9foDnSK4erXH1qHGqR6nisdlO4VTfPdNd5FRfyOaaV4jm14zUafhL51/keevdxBRyrziSQd9lpOKZiBZvZbMfLRaLxbIx0KkRyE0ES1oSyiPjNk9SdKrI59bjOEYkb3fQ7Q7Mt1GzLZibN4L5XAs63aXPdWIW1lBEXylrIqLPzMwwMzPDs5/9bKanpwEYGRnhl37pl3jnO9/J8PDwWpzWYrkgmQsTDreME1hrGAocfGf1/nW11jTjtCSMl0TyMGG6G2dTSU/9WK4QjFRcRisuoxWP0cBjtGIaz6MVF0eIUib74tiZXEBdvK1/e7KE4LrU9kTpvuvWYHLBleZ8ivlgXqulnPfuMo765dz6S7nzy/scITjRjXvO8nbE0Va0yIVUZrTiZm7yoE80Hw7csxKulxPKoVe41JWC4cCj6slimnPddQhcO8XXYrFYLOuXmZkZ3vjGN/L5z38ez/P4//6//49/9+/+HW9961v5r//1v3Ldddfx53/+5+f7Mi0bGEcK6tKI0RNV04bvJHmuesJ0mGSudRPh50tB4EgqrixEdd+RXDNa55rROrC0qF73JNeN1YuCoKOVpYu75wVBO4lp0/nZTMFNgy4Dnoloqdj2m8VisWxodKr6HeVpig4j6IaZeK7QaUJRbS5V0OmiW110qw3zbSOOn0Ik7yPwEYN1GGwgBhvgOYiR9TH7bdVF9KmpKW699VYOHjzIL//yL3PttdeiteaBBx7gIx/5CF/84hf5xje+wcjIyGqf2mK5oGhGCUfbEcfaMYnSDAcO/mlmBWqtaSdqkTA+1Y2ZLq0ny+V0lJAChgO3EMZHK14mmHuMBuZ2wHdW1QG/Gih9CpE+1cRaE6eKRGvidEHR1dJ9kwUCcHF8dtvbZh5r4WBAmUSbc3eXN36vKZ4UbK75JZHcCOaba/5ZdXgWCuWJ7hVxLQvlg4FHPRPKfWlcU76UeM7qzqKwWCwWi+Vc8Ad/8Ad87Wtf49WvfjV33HEHv/M7v8Mdd9xBt9vlH//xH3n2s599vi/RcoEhhDCxKJ7DWNVjR5Zp3s4iYGbChFacMNlN0ErjOaIwKOSO8IWiutK6KGC/EK2NEaWT1VkSQlBxBONVj+GKR911qHnStuMsFotlg6GV6jnK0xQdJ+goNkJ5nDnKVWoKxSUJtLvodhfdMm5yPd+CuRZ6bh464alPuEAkF4MNxFC2PtBAVPqzz9XMHGJ4YI2e/emx6iL629/+dnzfZ/fu3WzevHnRvhe84AW8/e1v57//9/++2qe2WC4IWnHK0VbE0XZEpBTDgbtsoZ1uLpCH/S7y6dK2cCUWcmDId4wgnjvHM2E83zbkuxsyU1xm01vPd+V1rXWfsL4SB36fYL/Ibb9Y4F/o8s63j1TcorhnnlU+VvHOuJOTqvLAwcmF8pors7xOK5RbLBaL5cLlH/7hH/jwhz/M8573PN7whjewa9currrqKt73vved70uzXCQIIai4ojBDbG8EhFmx0k5i4l/KxUodYeJfAlcUsXwL22flXHad5bDXXROx1/AcGp7TV+jUYrFYLOsTnQvgWVa5TtKeUB4lRjxPzTYx30bPd9Dtrskmn29Ds4VutlYukg81MlG8fkqRvO86tTZ56kqZn/T8JggsZNULi1522WV88IMf5IUvfOGS+++44w5+/dd/nccff3w1T7uqnKuCOUprHpvtkKQaR4IU0hR9zAo+CmEaMhLTKJJ969myAEnvWAEbUui0QDtOOdYxudTdVDHkO1TdnvI7GyZ8Yf80+5vdwlXeTlb2gdLwHOMeD0ru8dLtSODZjEJLH0sK5QoQRijPI2MqrtMnlHuOILBCucWyLrEFAS2WtcPzPPbu3cu2bdsAqNVqfOc73+GGG244z1e2utjPkY1NojTtOKWdKOZjU9Oom2gSrZDC1KFxhaCbGkOGI/KCoB6DgUPddajagqAWi8WyYdBJAs02anoWohjVCWGuZRzkrTa0OsZR3mwbkbx7miL5YL1wkxfrwWKRXGvdL4wrZZztqQJtamkAIARCSnAkCAmuBN9HbhpF+EvHi60G562w6OHDh7n++uuX3X/DDTdw5MiR1T7thkRpmOrGdBOFKwVKG2F96VENQR7GnxcTlMWtEdVFLrBjhHRHmB8pwJU9gX6xIG/WBUYcKwvysnRs71y20bSadBPFsbYp7tiOFYO+w3DpQ6cVp9yxd4o7905lWd79VF3JaNDLHS8E8sArIleWc7KvNUrrQoxNVM+tvBQne1st3NVXTlMs3Hfy9ZWfs39nfqzIf7INYuG+DfT/UQjlqhdBU3aU50L5Qke5FcotFovFYulHKYXn9Tp3juNQr9fP4xVZLIsxMwVdBgMAv89p3oxSZqM4m8XoMRy4RUF3a7axWCyWjYUOI/TcPGr/UdJ7H4TDkyZ2pRud+s4Vv18UP4lIbsRx3RPHU2Wc67lgrgVaGJFBOI4RFaUDrgueC56H8F1TlN2R4Dh9t0Kur9lOqy6ij4+P8/jjj7Njx44l9+/Zs4exsbHVPu2GppFl2a0UlQldGo3Wplii0mZZZctJmq1novzC46GI/S/dApmwnovmRlDvF+hzYd13JKMVjyHftUX/zoAwVRxvRxxqhbQTxYDnsKXe+zDqJoov7J/ijsenCsf55YMVfnL7EGOlmJWyW/1corUp2plkQmyax4fo0jtM5AU0zW2lJObnw0VL6er5Q+gF6+WjTzWFRpduFx6rF57gJI9QPlRnC+XrysdMe5do1oUArfP/rh6LtmgBQhf/b6I4arE4n3df8u0Sc4dc2O/bVxL5NSwSyjX9xU2XEsrzCBYrlFssFovFcnK01rzmNa8hCAIAut0uv/7rv75ISP/sZz97Pi7PYlkSVwoGfJcBHzbVQOkKSVYk1GKxWCwbC601tLuo2XnUo3tR9z6E3nuIRW7GPpG8J5QzlMWvZCK57nONZ8thhM6Kg2oEaI1wc3E8E7+rAXguwnONcF4Wx7NjxAb9nll1Ef1FL3oRf/iHf8idd96J7/db+MMw5M1vfjMvetGLVvu0FxW5iH1yj+2ZkYvxGvMPqBZsUxoSrdAa5uOUo+2IqisZq/iMVlwGN2hu9rkkShUnujEH50Pmo5SG57C56hUO5jhVfOXgDP+w5wRzkak6ub0R8NIrxrl5onHOnM5pWRzXvXxtTe+d5whpBHJppnpWXUnFkXiOgyd72dj57WpdezmFarFAvmD9TB9niRUjlpf/R3oiOsX/iF4gsi99n779WpvBMbIBL50PluniPgpQSqOy+5posJ6Ar/Lnk19r9nhoI6yfTCj3pLD/txaLxWKxnAWvfvWr+9Zf9apXnacrsVjOHClM7rnFYrFYNg5aKZhvk07Non/8KOqHj6CPTRX7xY7NyBuvQowPIwbqxgG+MFYlX293UZlILmQueme3gd8vjrtOTzh3zHHCOc/F6NaYVc9EP3DgAE996lMJgoA3vvGNXHPNNQDcf//9/Nmf/RlhGPK9732PnTt3ruZpV5VzlfWXKM0Pjs3hZpXVNyJamwrt87ECYYpTTlR9hrLpf5YeidJMdmIOtro0o5SaKxnwnEJYTpTmG4dm+dvHJpkOEwA2VT1+4Ypxnr5lcFXdwCoTxdOSOJ5mzvIcRxhh1ZUCT5giRRVXmqxEaQoQ5eK4K6wIez7QJZFdL7Mtn21ihXKLxWKzjC0Wy9liP0csFovFYlkf5Hnn6ZHjqHseQj3wGMy3zU4pkVdfhrz5GsTQIHTDXhaAlAghwcmiVTwHPA88F+ku4RzPxPKNFF17upy3TPQdO3bwzW9+kze84Q286U1vKpyeQgie//zn86d/+qcrFtBvv/12br/99qII6fXXX89b3vIWXvziF5/yvl//+td59rOfzQ033MA999xzpk/HcgpENgBQ8xwSpWnFKQ9PtwlcyUjgMl71GfIv7qrtidJMZc7zuSih4kg2Vb1CFFda850jTf5m93GOdWIARgKXn3/COM/cNnTaGYRa95zjqaaIWckFco1Gilz4NpEetcCl4hiRvOwe96QRzG0O4vqkiHjp+/PYv5XFYrFYLBaLxWKxWCwXIkXe+eOHSe95AP3oPoiNEZNqgLzpKuSNVyIcB92NQaUwMYxTqSydO34Bi+OrzaqL6ACXX345//RP/8T09DSPPPIIALt27WJ0dPS0HmfHjh285z3vYdeuXQD8xV/8BS95yUu4++67T1q8dHZ2ll/91V/luc99LkePHj3zJ7LGfOhHhzjcCgkcSd1z8KXAdySBY8RL3zHr+XZfCgLHRDDkBULXE64UDAUuQ4HJ857sRBxtRzQ8h/Gqx0jF63NeX+ikSjMVxhyaD5kJEwJHMlESz7XW3HN8ns/tnuTAvKmAPOA5/OzlY/z0juFlBx4WxqvkbvIiZiUTyF1p3OR1zyFwJBVHrHnMisVisVgsFovFYrFYLBaLZfXI887T2Sb6wT0m73z/kWK/GB1CPvk6xJWXIOIEnabg+8jtw30555azY9XjXNaa0dFR3vve9/L6179+2WN+6Zd+iSuvvBLHcfibv/mbUzrRwzAkDMNifW5ujp07d675NMXnfvpuOibY+LQRUBLcc5F9aeHdd7LtK91fOs6TZ1dUUGnjTm8nCldIhgKHiZrP8AVcjFRpzXQ34VCry3Q3MVnUC7Li7z/R4rO7j/PYrMmaqrqSF106yvMvGaWyzOsSpYqZMC3yrXMRPHeQ+0vErJzt389isVgsFw42hsFi2Ric7mzcz372s9x+++3cc889hGHI9ddfz1vf+lZe+MIXFsd85CMf4bWvfe2i+3Y6HSqVyoqvzX6OWCwWi8Vy7tBKQatDemIafe/DpD98BKZmi/3isu04T74WtowjssgW0agjhwegUTNFPy2n5LzFuawVaZryqU99ilarxa233rrscR/+8IfZvXs3H/3oR3nnO9+5osf+4z/+Y972tret1qWumF+8coK9zS6J0igNkVJEqSZKFZHKblPd265UUVRXA2GqCNO1v04j0i8U2SWbah5P2zzIDWP1ZeM+pOhVfI9TRTNKONGNqbqS0YrHWMW7YIqRKq2ZCRMOz4ecCBNcAaMVr++1eXSmw2cfPc6D0yanypeC518yygsvG6WxTIZ8rBSz2R96c81jcz2g4tiYFYvFYrFYLJYLkdOdjfu1r32N5z//+bz73e9meHiYD3/4w/zcz/0c3/72t7n55puL4wYHB3nooYf67ns6ArrFYrFYLJZzQ5F3fugo6gcPoh58DDqZ+dd1kNdeYfLOaxXoRibOZWQQZ2gAalWE1YrWhHXvRP/hD3/IrbfeSrfbpdFo8PGPf5yf+ZmfWfLYRx55hJ/4iZ/gn//5n7nqqqt461vfuq6d6KdbWFRnhR/7RPZCbF9eeD+VMF/eH6eKMIsJWSkNz+Fpmwd4xpZBdg1XT+l8zouRtrJipA3PYVPVY7jibchipFprZqOUI62Q450YgWY46BfP9zW7fO7R49w72QJMDvlP7RjmZy8fYyhYeiwrUZrZMEEBYxWPrXWf4cC10SsWi8ViOSOsg9Ri2bisZDZumeuvv55XvOIVvOUtbwGME/23f/u3mZmZOavrsJ8jFovFYrGsHUXe+e79pPc8iN69H/IEi3oV50nXIK7bhUCj4xhRCRAjgyaypRKc34vfwFwwTvSrr76ae+65h5mZGT7zmc/w6le/mq9+9atcd911fcelacorX/lK3va2t3HVVVed1jmCICAI1v+bTQiBK8CVDrU1PpfSepHIHitNmIntYaJ4aKbNd47MMRelfPnADF8+MMNYxeUZWwa5ZesQOxpLv6ZLFSN9ZLZD0AwZqbiMVT2GfXdDFCOdCxMOZ+K51jAc9BdRPdKK+Jvdx/nO0SYAUsAztw7x808YZ6zqLfmYShvxPFaa0YrH1nrASMW1sSwWi8VisVgsFxkrnY1bRilFs9lcVI9qfn6eSy+9lDRNedKTnsQ73vGOPqf6UixlNrJYLBaLxbJ6aK2hE5LOzqF/+AjqvofRh44X+8XmMeSTr0Vcth0Rxug0gVoFZ8u4iWzx1r20e8Gw7p3oC3ne857HFVdcwQc/+MG+7TMzM4yMjOA4PSezUgqtNY7j8PnPf57nPOc5KzrHuXJYnK4TfT2SKs2D022+dXiW7x+bp1vKeN/RCLhlyyDP2DK4rGBcJkwVzSglUZqGb4qRjgYeDd9ZdwJyM0o42o441o5JlGY4cPBL4vlkJ+b/PjbJNw7PFhE8T988wC9cMcGW+tIFHZTWNKOUTqoYCVy2NQJGA++CiLqxWCwWy9JopSFJzBTMio9w1q49YB2kFsvG4XRm4y7kve99L+95z3t44IEH2LRpEwDf+ta3ePTRR7nxxhuZm5vj/e9/P//4j//Ivffey5VXXrnsY731rW9dMvbSfo5YLBaLxXJ2FHnnx6dQdz+I+tEjMDtvdgqBuGIn8uZrEWPDiDAEx4GBGnJ4EOpVhFz/xtONwkr7SRtORH/uc5/Lzp07+chHPtK3XSnF/fff37ftz/7sz/jSl77Epz/9aS6//HLq9fqKzmFF9DMjShX3Ts7zrcNz/HCyRVJ6a101XOUZWwZ52uZBGv7Jn6vSmnasaCUpjhCmGGk1YDhwly26ea5oxSlHWxFH2xGRUgwHLkFJPJ8NE/5+zwm+emCmeP5PGm/wC7vGuWRg6cxJrTXNrPjqoO+wvVFhbEGWusVisVg2PjpNjVgexeg4QXdC6IZGRFcgt00ghgfW7PxWRLdYNg5RFLFv375iNu6HPvShJWfjLuQTn/gE//pf/2v+9m//luc973nLHqeU4slPfjLPetaz+MAHPrDscecr9tJisVgslguVIu98/2HSHzyAfuhxCCOz0/eQN+xC3nQ1wvfQUYQIfBgaQA42oBrYiN814IKIc/mDP/gDXvziF7Nz506azSaf/OQn+cpXvsIdd9wBwJve9CYOHjzIX/7lXyKl5IYbbui7/6ZNm6hUKou2W9YG35E8bbMRyltxyvePNvnWkTkemm7z8EyHh2c6fPyho9wwVueWrUM8aaLRJ0DnSCFo+A4N3yFWivko5US3RS0rRjqaFSM9lyJzO0451o440o7opooh32HE7TnK5+OUOx4/wRf2TRNl1vNrR2u87IoJrhiuLvu483HKfJTS8B2uHqkxVvH6HO0Wi8Vi2XhorY1Ynv2oMIZOF6IIkhSdJKbxKyV4LvgeutU535dtsVjWEb7vF4VFn/rUp/Ld736X97///Ytm45b5P//n//D617+eT33qUycV0AGklDztaU/jkUceOelxGyX20mKxWCyW9Y4OI3SzRfrg46h7HkDvOQi5+XSwgXPztYhrLkekKTpJTQHRTVsQjRrCP3W6g2XtWdci+tGjR/mVX/kVDh8+zNDQEDfddBN33HEHz3/+8wE4fPgw+/btO89XaVmKuufwrB3DPGvHMFPdmO8cmeNbR+bY1wy5d7LFvZMtAkfw5E2mIOn1o/UlY0s8KRmpyKIY6eH5iEOtiIYn2VT1Gal41Fy5ZiNx3URxtB1ytB3Rjo1TfDjoieedJOUL+6a5Y+8UncRE2TxhqMLLrpjgurHlZz6045S5KKXmSa4YrrKp6hOcZ5e9xWKxWE4fnSqIY4gT4y7vhtAJIY5N41dr8x3lOOC6UPWQbv+MLB3H6Kk59PjomjrRLRbLxkVr3ecIX8gnPvEJXve61/GJT3yCn/3Zn13R491zzz3ceOONq3mZFovFYrFYShR55zOz6HseIr3vYTg2VewX2zfjPPla2L4JEUbGpV6v4YwMmLzzNYx6tJw+Gy7O5VxwLuNc7j3epBmlCAECyP8YArJtorRsinIuuV4+XoDMHqR8//WQK35wPuTbmaA+2YmL7QOew9O3DPCMLUNcMVQ5qSieKk0rSekkCl9Khisu41WPId9dNRd3mCiOdSIOt0LaiWLAc6iXInfiVPHlAzP8w54TNOMUMBnwL9s1zhPHG8tefzdRzEYJgSPZUvfZXPOpuvZD0WKxWNY7WmtIynEscRbHkrnL0wShAUeCmwnmrlNkFWqlYG4ePT236If5NgDuL74A97YnrdlzsHEuFsvGYKnZuO95z3sKM1F5Ni4YAf1Xf/VXef/738/LXvay4nGq1SpDQ0MAvO1tb+OWW27hyiuvZG5ujg984AP81V/9FV//+td5+tOfvuJrs58jFovFYrGcmiLv/Ogk6vv3o368u2jzIyXyqsuQN1+DGGqY/oTvwmADOTQA1QrCxvueUy6IOJcLHVcKLh+qkiiN0qDRaA0Kk1OYalDaZISn2uxL0aQqO05rNEZ4T7UGbTr5CrNRY2aGaLJtZCIAkEv2IlvW2bLWAiHMMbIkyi8U8M1+QcWRpxWrsr0R8LJdE7z0inF2z3b59pFZvnOkSTNO+eL+Gb64f4bxqsctWwa5Zcsg2xqLp486UjDouwz6phjpVCfmWDui5jlMVD1GAo+BMyxGGqWKyU7MoVZoYlY8h81VrxDFE6W569Asf/fYJNNhAsDmmscvXDHB0zYPLHvOMFXMhCmeFGxvBGytB32ivMVisVjWD1qpXhxLFKPCyMSxxIlxlyuNQBdCOdUA4WTRXa0Oemp2sVA+26SoNL0UgdfLQrRYLBc1pzsb94Mf/CBJkvDGN76RN77xjcX2V7/61UUdqZmZGf7tv/23HDlyhKGhIW6++Wa+9rWvnZaAbrFYLBaL5eQUeed7D5J+7370w3tN/SOASoC86SrkDVciHGmORSC2jiMG6oiKjU9b71gn+hJsJIeFysR1TUlUz4Vz3VvOxXmdHVMW7fWCx9Fak2hdCPhKa5SCFFBKo9Ckyty/nSiU1lQcSd1zziinPFGaB6ZafOvIHD841iRMe2/JSwYCbtkyyNO3DDJaWT4DSmlzLa3YFCMd9B0maj7Dgbsip3ecKia7RjxvRik1VzLgOYV4rrTm20fm+NvdkxzLHPSjFZeff8I4z9w6tGQUDUCsFDNdM9Ngc81nc91n0LdjVxaLxbJe0Enai2OJSu7yOEGnKUJrk13uOubHc82+6Tn0TCaQl8XyOFn+ZI6DGBmEkUHEyCBiOLsdGUCHMc7OLbawqMViWdfYzxGLxWKxWBajwwg1N4/68W7UPQ+i9x0u9onRIeSTr0Xs2omIE2NerVeQw4MwUEO4ViM631gn+kWCzG3iQGnhnJAoTStOmYsSJjsxM2FCqjSBK6m7Em+F0SquFNw43uDG8QZhqrjn+DzfPjzHD0/Ms68Zsq95nE89cpyrR2rcsmWQp2weWOTilkLQ8BwaXq8Y6fR0m4ojGasuX4w0UZqpbszB+ZC5KKHiSDZVvcJRrrXm7uPzfG73JAfnTQ7loO/ws5eP8VPbh5d9jonSzIQJGpioeWypBwz5jq2ibLFYLOcJrXQhlptinz13OXGCVsp8izpGLNeeA1FUCOV9rvJ2d/kTCQGDdcTIUCGQ52I5A/Vlvwd0GC+53WKxWCwWi8Visaw/irzz6Rn09x8weedTs8V+cdk25JOuRWwZQ3QjSDQMDeIMNaBeLWIfLRsHK6JbzhhXCoYCl6HAZVs9oJWkzIUJJ7oxzVgRhwm+FNQ8h2CFgnrgSJ6xZZBnbBlkPkr53rE5vnV4jodnOjw43ebB6TYfffAoN47XuWXrIE8cbyzKQS8XI+2mWTHS+ZCG7zBR9RkJPCquZDqMOTQfMhOajPKJBeL5/VNtPvvocfbMGbGk5kpefNkYz905QmWZIqCp0sxGZjBhtOKxtREwHLjrIo/eYrFYLhZ0mkKUmOKecYLudLPsclP8E0xcmXYd6IboZhvmmqipkrt8rmWmcy1HrZIJ5QOZWG6c5QwNIE6j1oXWGjO9y04MtFgsFovFYrFY1jtF3vnhY6jv/hh1/27oZMW/XQd57RXIJ16FqFXRcWyMOpvHkIN1qATWXLmBsSK6ZVXo5ZS7bGsEtGNFM06Y7ETMR4rpboLvCGqus6wAvZCG7/BTO0b4qR0jnOjERUHSA/Mhdx+f5+7j81QcyVM2Nbhl6xDXjNT6YlWEEFRdh6rrFMVId8908J2QiiOZjxM8KRiveH33e2TGiOcPTXcACBzB8y8Z5UWXjlJbJsdcac1clBKmiuHAvAajgbdszIvFYrFYVhcdJ+jZJnq+DVGcFftMTb2PKEa3OtBsoedaRiSfmUNPNyFNl39Qzy2E8kURLIG/sutSCpSCRIFKjWCeKkwoGiAEQjomA3GVimNbLBaLxWKxWCyW1UUnKcy3SR/da/LOd+/L2vVAvYrzpGsQ116B0Mr0AVwXZ9MoNGoIf/l4YsvGwYrollVHCkHDd2j4DltqPu1E0YxSproxs1HCbJTgCkHNk1QcuaJRuLGqx89cPsbPXD7GgfmQbx+e41tHZjnRTfj64Tm+fniOQd/h6VlB0ssHK32Pu7AYaZgqRiteX7zL3rkun9t9nPsmWwC4QvDTO4f52cvHls0x11rTjFPasWIocLl8qMrYgse1WCwWy9qhkxQ9N486Po0+chzmO+hMLGc2c5V3T1KwU0oYHkAMlxzluau8Xj3ld5RWmSieZgJ5vq5BC12I5LjSFCKteeD7SC/LWHd6t6fjYLdYLBaLxWKxWCznBtXqkn73PtT37kcfOlZsF5vGTN75pVsRUQJaQaOGMzII9RrCmmQuKKyIbllThBDUPYe657C55tFJFPNxJqiHCXNRgiN04VBfSezJjkbAjisneOmucR6d6fDtI3N892iTuSjlC/um+cK+aTZVPW7ZOsgtW4bYUu93CwaO7IuXOdwK+Zvdk3z3aBMAKeAntg3x808YX7aYqdaaVmyey4DvcPVojfGKt+IceIvFYrGcHTpVMDdPOjmDeuRx1N0PwomZ5e/QqPWL5NkPg42T5hHqdIGDPE1BKeMi14Ajzf0dB3wXfA8R+KZAkCN7IrnrIBwrklssFovFYrFYLBsJdXyK+KN/j95/xGwQAnHFTuTN1yBGhiCKEFrD2DByqGFiH21kywWJ0NqGcC7EVp0/N3QTRTNKmO7GzEQJnUQhBdRch+oKBfWcRGl+fKLFt47McfexJpHqva0vHahw69ZBnrZ5gJGSKD7Zifm/j03y9UOzaExZ1mdsGeQlTxhnc335afrtOGUuTqm5km31gImav+LMd4vFYrGcHVopaLZQJ2ZQjx1A/eAB9JFJs9N1EePD/SL5yKBxmXuLB0W11j3neNlJrrKoFXQmkEuQDngO+D4i8IwgvtBJvs6/C2z7xmKxnC32c8RisVgsFwtaa/Tu/UQf/weYaZq88xuvQt50FcL30HGCqASI0UHEQH3FcY+W9cdK2zfWiW45b1RcScX1maj5hKmJfJkJY6bDhMlOjEBQdSU179SCuisFT5xo8MSJBt1EcffxJt8+MsePTrTY2+yyt9nl/zx8jGtGazxj8yD757t85cAMaaa13zzR4KVXjLNjoLLsOTpJymyUUnUklw9W2FTzqdqp9xaLxXJO0EpDq406MYvae9CI57kbxJHIJ12D87QbENXe53hRtFMpU1w0d5PrzEmOMMJ3LpJXvcJJLh3HbC8J5SdzrFssFovFYrFYLJYLA60UyQ/uJ/3MFyCMoFHD/dlnIepVNAIqPs7WCTPb1epCFw1WRLesCwJHElQl41WPKDUxKTPdhKkwZrKboDVUXVOY9FR54xVXcuvWIW7dOsRclPC9o02+dXiOR2c7PDDV5oGpdnHsdaM1XrprgiuGqss+XpgqZsIUXwouaVTYXPepL1Ng1GKxWCyri9YaWh3U1CzqwFHUD+5HP3bA7BQCef0unFtugkYNOl30bNPkkZt7G8d4HqsS+EYk9z0jkrslN7njIGw9C4vFYrFYLBaL5aJGJwnJF79Feuc3QWnE5jGc598GvgfDAzjDA1Cr2r7DRYgV0S3rDt+RjDqS0YrHJapCMytGeqJrXOpKa+NQX4GgPui7PGfnCM/ZOcLxTsS3j8zx/aPz1D3Jz14+xrWj9WXvG2fiuRSCbXWfLXWfgWUKjFosFotl9dGtDmp6Dn3oGOqeB1AP74UsrktedRnObU+C4QHohOiZJqJWgaGBTCTvzyPHcWw2ocVisVgsFovFYlkW1emSfOZO1A8eAEBceSnObU9CBB5y8zgMD9g+xUWMVQQt6xpXCkYqHiMVjx2NCq04ZS5zp8+ECanSVFxJzZWnLOo5UfX5F5eP8y8uHz/pcYnSzIQxGsFEzWNrPWDQt+KLxWKxnCt0J0RNz6KPTKLueRD1wB6TWQ6Iy7bjPPNJiIlR6Ibo6SaiGiC3TZjsc9c2bSwWi8VisVgsFsvpoaZmiT/6d+jHDwEgn3Ej8tonIGpV5JZxRKN2nq/Qcr6xPU3LhsGVgqHAZShw2dbQRlDPHOpzkSLRCb4U1D0H/wyKu6VKMxslJEozVvHY2ggYCVwrnlssFss5QoeRcZ4fm0Ld+xDqx49CFAMgtk3gPPPJyB2b0d0QPTOHqATIbeOIzH1usVgsFovFYrFYLKeLevwQ0Uf/DqZmwXFwnncLYssEYrCB3DKGqATn+xIt6wArols2JI4UDAYug4HLtkZAK06Zj1MmOxHNSBF1E3zHCOrBKQR1pTWzYUKYakYrLtsaFUYCF8fmW1ksFss5QUcxeqaJmpxC3fcI6ocPQycEQEyM4Nx2M+Ly7RDF6Ok58F3E5gnkcAMR+Of56i0Wi8VisVgsFstGRCtNeu+DJJ/6PHRDqFVwXvyTiIE6YmwIuXnMznS1FNh3gmXDI4VgwHcZ8F221HzaiWIuSpjqxMzFKdNhgicENU9ScWThLFda04xSuqliyHe5YjhgtOKdMmfdYrFYLKuDjhP0bBM1OY368W7UfQ9BMyv+PDSAc9uTkFdfBnECs01wXdg0ihwesG4Qi8VisVgsFovFcsboNCX58ndJ77gLlDLmnRfcBkGA3DSKGB9GyNNPObBcuFgR3XJBIYRxn9c9hy01n06iaMYpU92YuTBhLopxhMCTgk6iGAgcrhqsMV7xTpmpbrFYLJbVQScpzM2TTk6jHtqDuuchmJ4zO+tVnFueiLx+FygFs/OmQOjYCHJkEFG14rnFYrFYLBaLxWI5c1Q3IvmbL6C+8yMAxBU7cZ55M6LiI7dMwFDDRvtaFmFFdMsFixCCmudQ8xw213w6Scp8ZAT1VpyyfbjKRM0/ZdyLxWKxWFYHnSpotlCTM6S796J/8AD6+LTZWfFxnnYD8knXmPX5FkgJo4PIkSFErXL+LtxisVgsFovFYrFcEKjZJvFH/x69ez8A8qnXI2/YZQuIWk6JFdEtFw1V16HqOkzUfFKlbea5xbLO0VqD0gg70LXh0UrBfBt1Yga15wDqBw+gDx03Oz0X+eRrcZ5yvXGct9toBGKogRwdhlrFukAsFovFYrFYLBbLWaMOHCH6y7+DyWmQEuc5z0Bs32wKiG4dt/WWLCfFiuiWixIroFss6xOtNYQRtLuouRZEMTgSPBc8B+F6RlR3pBFcHWncyo4E6SDs//a6QisNrTbqxCxq32HU3Q+g9x4yOx2JvPEqnGfcCIEPrQ5agxhs4IwOQb1qxXOLxWKxWCwWi8Vy1mitSX+8m+ST/wjtLlQDnBf9BGJoADE+bDLQbQFRyymw7xCLxWKxnHd0IZzPQ6uLTmKE54HrQJIaMV0ptFJoQCMADVIihARHgHTAzQV3F+G6phDMkoK7tALtGqK1hlYHNT2LOnDMiOeP7jM7hUBe9wScW54IjZoRz5ttxEAdZ2wI6jU7GGKxWCwWi8VisVhWBZ0qkrt+QPr3X4U0RYwNmwKitYoRz8dsAVHLyrAiusVisVjOCzqKe8J5u4OOEoTrQMVHeifPocslVq2UKT6ZZrdhCp3QCO5ao4o7CNMwksII6dIBzzFiu+eC4ywW3K27/YzQ7S5qehZ9+Djq7gdRDz1u/jaA2HUJ7m1PgpFBaHfRs/OIgRrO2DA0arbxarFYLBaLxWKxWFYNFcUk//fLqG/cA4C4bDvOTz4ZUQ1sAVHLaWNFdIvFYrGcMwrhfL4N8y10nBjhtBIg66dfwMUI43LZb7NCbNfaCLlKQaohTSHO3e0atEblB5fd7UJm7navENxFyc3eL7hf3O523Q1RU3PooydQ9z6Iun+3mUUAiEu2mmr3m8d64nmjirN1AgbqNvfeYrFYLBaLxWKxrCqq2SL+2N+jH94LgHzSNcgnXo2oV5FbJxD16nm+QstGw4roFovFYllTdJxAp4tqtmC+jQ5jI5oGPqK2dO611hrm5o1IXa2ctcgqhMgEbwe8ZY7Jz60UqJLoHiUQxpAqtFZoLdBCm/s4TsndLk38TCa4S9cx666b3ToXpNNahxFquomePIG692HUjx41ufaA2DKO8xNPRuzYDJ0ueqaJqFVwNo/BYN28fhaLxWKxWCwWi8WyiqjDx4n/8v+ij54AKXCe/TTEJdsQQ7aAqOXMWdci+u23387tt9/O448/DsD111/PW97yFl784hcvefxnP/tZbr/9du655x7CMOT666/nrW99Ky984QvP4VVbLBaLRSdJ5jjvGMd5GBl3d8VHDFeWFc71kUnUI/tQj+w1InpOJUDUKqbYZK0Ctfy2gqhVs9tsu3t2wqxxtwMs/ziC3N1eEtuVgo553qQKhUaDcahn0TD4rnkuvmeu0zGRMhtRYNdRjJ5too5Po370KOq+h8xzB5Mz+MwnweU7EGGEnplDVCrIHZsRg42z/htZLBaLxWKxWCwWy0K01qiHHif+2N9DqwOBj/PCZyLGhhBjw8hNY7YvYjlj1rWIvmPHDt7znvewa9cuAP7iL/6Cl7zkJdx9991cf/31i47/2te+xvOf/3ze/e53Mzw8zIc//GF+7ud+jm9/+9vcfPPN5/ryLZZ1h9Y6Wyh+9ZZ1cVRvuTi+2LlgecHjLHtctiylnTJ1AaOT1DjO59vQbKG7kckTDwJT9Xw54fzQMSOcP7oXmu3eTinNe0dr6IbobghTs+hFj7KAwOuJ7NUKYpHwnt3WK6Z46Rli3O3CRLksdwyZsz1NTW57J4T5DlopEx8jhHFjO5nAHvg9gb1wsLvrKu5EJwl6pok6MYO6/zHUvQ/CXMvsHGzg3PpE5DWXQxSjZ+ah6iO3bTLvAW9dNzssFovFYrFYLBbLBkUrTfqte0j+5ksmVnJkEPcFt0GjZguIWlYFobU+pR6xnhgdHeW9730vr3/961d0/PXXX88rXvEK3vKWt6z4HHNzcwwNDTE7O8vg4OCZXqrFsqroMIJOiOp0jfuVzAULPZFaqd4d8mOym2XFbk4hfBf36buavuP0cvfVZCoimVgoERMj9svrAkKnppCnmm/DXO44BwLfCMJLCedKoQ8eQz2yF/XoPuMQyPFc5BN2IHddirh8mxGXuxG63TFZ2vltK1/vmqKk7a5xQZf/B1aC9/+39+fhcVR3vvj/PlW9qjftko2Fd7yy2DGLDSaEsIYJJCFABsISiDMMTsJA5iYPSUjGT5jLzCW5X0wgGZIQCL8MhssQ1hCWBGw2Y5ZgMDY23nfZ2tVqqZeqOr8/TlUv2ixbS0nt9+t5QFJvqj5uddf51Kfex2MX2nsW2bMd7qEgEAwAfu+QZ55LZ1FU01Q7eqYFSAsSAhDIFdi9uhpPv69bgV0fsUgUaZpAewJmYwusT3fA+mAj0NymriwJQD/1BGjHT1fPozOpxqs8pornviM/WEFDh/s3RDRYfB8hIqLRyMoYMP78GqzX3gMAiLpa6J9doPLPayq5gCj1a6D7N2OmJcw0TTz++ONIJBJYuHDhgO5jWRbi8TjKy8v7vV0qlUIqlcr+3N7ePqhtJRoqMpVWkRjxhCoUpjMQmp3B7Oj+QZD/s8j7RvRxG2i9X9frfXu/TnS/L9B78TSVhrW/ESKdUadRsSt1TJKmpTrOE1124TwFIaGKptFQrwdIpGlB7qm3C+e7ga5k7kqfF9rUOmjTj4WYOB7C0+114US1HGq7pFRZ3HaxXSbyC+y5QrvzMwwTyBhApgPSjo7p96iyrnWLj8n7GgpABO0CfCigIlsGsJOWXRi1299CNi7GKa6n1IKs0rJgAeqglKarRU89uur2D/hUQd3JYvd6hqTALk0LiCdgNbfC2rob1t8/UdmCgDo9csEcaPNmqsFrT6iO+poKaKURZg0SEREREdGwshJdyKx4HnLDVgCAdvxx0ObPhAiFVP45z4anITLqK1jr1q3DwoULkUwmEQ6H8eSTT2L27NkDuu8vfvELJBIJXH755f3e7s4778SyZcuGYnOJBiVbBOxKwWrvUEWzjKE6T/tZhHGsEH4foOuQTa2w0hlotVUQQb/bm0UDIC0VRSI7uyDbOiCTKQgp1esy0kfh3DAhd+2HtcUunNuLTQIAAj5oU49VhfO6cUOSSyeEAAJ+VcAuj/X/fKRUBfRuxfZcx3u3Dve0WlgU8U5IO3Km34K7EEDQDxHwA0G/6nYP+Oyv/rzrAupvIOjv0bkvhLA7zvsrsNsLn3alcgV2AEL3FBbY/V51cCJvsdNDjbm0JNCRULEtO/bB+uATyD0H1JUeHdq8WdAXzFEHFxJdgO4BqsuglUbVcyMioiNyuOtCAcCqVatw6623Yv369Rg/fjy+//3v48Ybbyy4zRNPPIHbb78dW7duxdSpU/Hv//7v+PKXvzycT4WIiGhYWQ0tyPzhKch9DYAQ0BbPh5h8DEQsygVEaciN+jiXdDqNXbt2obW1FU888QR+97vfYdWqVYcspK9YsQLf/OY38fTTT+Occ87p97a9daLX1dXxNEUaEQWF8za7cG4aqoPUzkceqwoKfZalCodCqIJsPKE6kGsrIaJhtzeVeiEtO4s80QnZZnecWxbgs6NaesnploYBuWOfyjjftlsVnx3BALRpduF8Qu2oyvk+FJkxCuNkeny1C++JrsKDBYdDCCDgUwcBgvbBgGAg93Ow5+UI+HocwFB/d04Ou93JbtkRMYAad2dRU79XRcR4vXkFdl29HzW1wdpTr4rn2/eqB9cEtOOPg37K8WpbOzrV45RGoJVF1XbRqMUYBqKx4dlnn4Wu6wXrQt111119rgu1fft2zJ07F0uWLME//dM/4c0338RNN92EFStW4NJLLwUArF69GosXL8bPfvYzfPnLX8aTTz6Jn/zkJ3jjjTdw6qmnDnjb+D5CRESjhbllFzL/v2eztQX9vEUQlaUQlWVcQJQOy0D3b0Z9Eb27c845B1OnTsX999/f520ee+wxfOMb38Djjz+Oiy666LB/B3cOabjlx05Y7QlVhDMyqlM04DuixQ4LFi80c9/L/KxlUxXTYJqQRv7tc19lj8fIv66v+1i5YrlzuWXmMtttoqYCnos+CxFTRXPZ0QlIyZz0UURaEkilIBNdKuKkK6X+PX1e9drsJR5EZjKQ2/eqwvn2ParD2xEKQpt+rMo4P6Z6wP/G0jDV34hlqbgTTXT7qo3aszKkqTLBZTKlOsS7UkAyCXSl7cu6X5cqPNhwuPy+vAJ7rrO9e8e7U3SH1wsBWfg3bD+UymDXYLW0w1q7EXLzruwaB9rMKdAXngiES4BEpyr6x1TxHCWBUfvvQTncvyEau/pbF+oHP/gBnnnmGXzyySfZy2688UZ8+OGHWL16NQDgiiuuQHt7O/7yl79kb3PBBRegrKwMK1asGPB28H2EiIjcJqWE+c46GH/6q5p7xsLwnHe6ihatLoeoKIPQODehgSu6THSHlLKga7y7FStW4Prrr8eKFSuOqIBONFyklGqBxK4kZFtcFdQyBoRPFc41b0nf923rgLV1F6ytu1Xhubdi9hg4HiYPNCHzyJ/huehMaMeOgwiXQCbTsOrtnPSaip552DTser42U+rAi8+rMr57OYIvU2lY2/fA2rwLcsdedXtHpATa9ImqcD6+asDFVWkYQDKtdoR0DfD7gYBXPbbdTa3OapBqcVL7NS+c/+uaKuzqmqsFd6HrQCQEEQkN+D7OAq1OcR3JXIFddiULrsvexul4T6WBVBqyNa4eayC/0O8t7HQP+IGgOsMAiS5YG7aq9xUAYsoE6KfPgyiLAh1dkIlOiFgYWlkMCI3tiCkiotFuIOtCrV69Guedd17BZeeffz4eeOABZDIZeL1erF69GrfcckuP29x99939/n6uHUVERKOJZZgwXnwD1itrAAmIY6qhf/ZkiEgJtJpKiNKI25tIRWxUV6t++MMf4sILL0RdXR3i8TgeffRRrFy5Ei+88AIA4LbbbsPevXvx8MMPA1AF9GuuuQbLly/Haaedhvr6egBAMBhELNZ/Pi7RcMh29XYms1290jDVgppBH7RIP4Xz5jZYW3bB2rwT8mDz4f9y3V500O4sha5nu0ydn3NfdRXxUHCZ1sfl6nGFrqsCpXO5R91G9PIYTmay8dwqyANNMP70V+iLPwNt/iyVE+3RIZvaVE76uCrmKY+AwrMhOoDOFKRh2K/NQO+F82QK1tY9sLbshNy5L1tkBQDEwqpwPn0iRE3FgAqr2VzyVFr9XXjU34WoLreLu7moEimlfRaFlftqqrMdpGmqznXDBDKZwy+4Cw3Q3e1wF7oOhEsgwn2/J3QnLUt1sXflF9zzCu/Oz92K8wDUQqWpDGRb3wuqigk10E+fD1FTofLhOzohwiHoFTEgVMLuDiKiYXQ460LV19ejpqam4LKamhoYhoHGxkaMGzeuz9s486W+cO0oIiIaLaxkCsajf4H10acAADF7KvQFcyDCXECURsaoLqIfOHAAV199Nfbv349YLIYTTjgBL7zwAs4991wAwP79+7Fr167s7e+//34YhoGlS5di6dKl2cuvvfZaPPTQQyO9+XSUKiict8VVZ61hAl4PEPRD66PTWkoJebBZFc637AKa23JXCgFxTDW0acdCVJf3UfjOK3JrYvR1h0bD8Fx+Psy/rYG1YSvM196DPNgE/ZyFqnAbCwPtCVi76qHVVjAnfZhIp3Du5O9nC+c+aJ6eBVzZlYS1ZbcqnO/aXxjRUxa1C+fHQlSVD7xwns6owrlpqsz/UBB6NNzr4poOIUTu9d39ut5+R/eCu/1VOlFGhlFYcE93L7gLFXkCketozy+4C/Wzm39nQtOAkqA6W2CA95GWpQ6e2GceFHS424V3mBa0WVOACTUQXSnIeAdEuAR6RSkQDrF4TkQ0AmbMmIG1a9dm14W69tpr+10XqvvnUfbgcfcFq7vd5lCfY7fddhtuvfXW7M/O2lFEREQjyWppQ+bBpyD3HAAAaKfPg5hWB1EWU2e0cwFRGgGjuoj+wAMP9Ht998L4ypUrh29jiPqRXYCx086RLiic997VC9iF830NucJ5e0fuSk2DmDhOLcQ4pQ6iZOwv2Cc8HrXYR00FzFXvwtq4HbKpFZ4vngURiwClEciOTlh7DkBUZyDKS1mwGwLSWbi2vQNIdKnCua4DAX+vMUIy0ZU7C2LPgYKoIFFRqrrNp0+EqIgNrHBuWapwnkxDSkvt4MTC0MMhldk9xDs8Q1pwNy3VLd9nwd153G4FdydOpvct7H+jej6hATzpw/gdXo/KRbfjZnp99GQKMp5QBzjGVQHRENcsICIaQT6fL7uw6IIFC/Duu+9i+fLlva4LVVtb26Oj/ODBg/B4PKioqOj3Nt2707vz+/3w+3mGIBERucfcuQ+Zh54G2uKA1wP98wshaivsBUTLuYAojZhRXUQnGs2kZanuzc4uVWzKX4Cxv8K5aUHuqbcL57uBzq7clR4PxKTxaiHGyRPG7NFUKaUqvEqpciKc7zWhCuknzYSoLFPxLg0tKif9C2dCmzjezklPwdrXoHLSq8uZk36EZDoDq7kNaG2HTBvqNen3QeslMkTGE7nC+d6DBdeJ6nI74/xYiPKBRWNJ0wLSdlY3BITfC1SUQg8HVQa37/AXzx0Oh19wl3kL9OYV3C1LRcpkDLvL3b5Nr2Th175CzA+1zsEhrx/gZb3dwOeDXlsJRMPqjBciInJVf+tCLVy4EM8++2zBZS+99BIWLFgAr71Y/cKFC/Hyyy8X5KK/9NJLWLRo0fBtNBER0SBIKWF9sBGZx19QcZSREDznLYIojXABUXIFK1NEh6GgcN6WgEylIJzCeR8LMAJqwUS5c78qUm7dnVsQEAD8XmiT61QkxsTxKlpjuJ9HX0Xuvi5H3veWRGHxT0CKggdXHbjCiZQRqhop7MKqpkGES6BNqIH3qotgPLtS5aQ/+Tfoi+dDmz9bZaJ7dMiGVlhpQ8W7MCd9wKRlAW0dsBpaIJNJiJKg+q/7adxtHbC27FSLg+5vKLhO1FaqgznTJg54cRZpmOq1nclACgHh9wPV5dBLgv0eWBorVMHdzlHvfl0vt5dWt2I5ev9x0NcPZFHhwy3Iez3qbAUiIhpxh7su1I033oh7770Xt956K5YsWYLVq1fjgQcewIoVK7KPefPNN+PMM8/Ef/7nf+KSSy7B008/jb/+9a944403XHmORERE/ZGWBePlt2G+9CYgJURtJfSzT4GIhKDVVqoz2YlGGIvoLpOWVDXG0ZZfTVnStICuJGRXErKtAzKZgpBSxSGEgn0WmmQ6A2v7HsjNu2Dt2Ks6VB0lAWhT61Rnb13tgItV2WgJafUsclt5lxVU2YT9k8xd3L3IrUFFRmSL3pq6zMmBzo+n0DQV6+Dkrjv/aXnf9/azEEBXElZ9I2Rru+pwjYTgufwCmH97285Jfx/yQBP0cxepgwmldk56OqMWCrHjJ6hvMtEFq6kVsjUO4fNClEYL3l9kSzuszTthbdkFeaCp4L5ifFWu43yAmfTSXhgUGUO9VgJ+iIoYtBK74/wo7mLOdUXw/Z2IiAbucNeFmjx5Mp5//nnccsstuO+++zB+/Hjcc889uPTSS7O3WbRoER599FH8+Mc/xu23346pU6fisccew6mnnjriz4+IiKg/VioN4/EXYf39EwCAmDEJ+snHQ8TCqoDOBUTJJULKgbSwHV3a29sRi8XQ1taGaDQ6bL9HWhasXfV2drYO+Lyq6KVpgEdXRUuPnl0wkoX2keMUzq1EEojnFc59XsDfd2FQdiVhbdujOnt37VNxD45ICbRpdoFyfNWA84V7dPf6vOq14RSqte5Fbh1CzyuSH06RO+/y4Xq9ya4UrPoGyHgCIhKG8OjqNK0PN8Fc9S5gSYiqsmxOupQSSHQBEhDVZcxJ74NMZ2C1tANNbYBlAuGS7MEZ2dQKa7Md1dLYkruTs2CtUzjvJealx++RUhXMU2mVre7xAkEfRDQMEQyowjn/fYhGpZHavyGi4sX3ESIiGk5WWxyZh56G3LkPAKCddgLEjEnQuIAoDaOB7t+wE91NUqrM4IwBZDQg3qmKiU67sBAQmm7HB+iqoO7zQni9KhbBLq7nvuosXg2CNE21+GKiC2i3o1qkBHw+iHCo78J5RyesrbtU4bzbIowojeQKlDUVAy5MS8NQi5N27+4NBoCgX3WDj9GDKiLohzahFtbBJsimNqAkAOH35XLS/9wzJx1OTvr+Boi0wcVD8kjLUt36jS2QnV0qtsWviuHW1t0w3/wAsqk1dwchIOpq7ddlHUTJoY/iSynVwqCpNKRlqbMEQkHo0bB6Pfp9Y/b1SERERERERO6zdtcj/dBTQEs74NGhn32aakDkAqI0SrCIPhr4fQVH05xSlLSswkXsugwg0aUWsIOAhLQL7XbkhtCyHe3weqF5Cgvs2Y72ozheoTtpmkBnMlc4T6chJAC/FyIS6rNbXLbG7YVBe8mSripTRfNpEyEqYgMvnDtFSsNUC2kGfWqxjGAACPgG3Lk+FgivB9q4KkifF/Jgs3rOoaDKSb+yW076GfOhfcbOSdd1yMZmFe/CnHTIzqQqnrfF1cE1O7pFtsZhrHwXcvsedUNNg5g4ThXOp0xQr6lDPbZl5RXOpVoYNBaBHi4Bgn52ABAREREREdGQMD/ahMyjf1HNhKEg9PMWQasoVTURno1OowSL6KOYyp2G6kDv7XrYHaKmpYrslqVWLO5KAaYFS0pIIdQiDB49G/UBjwZ4vaqr3aOryAfdiY5R34+1BeWks9hlbwtlAj0vt6y8jvO0Sg33+/osnEspIZvaILfsgrVlJ2RDS8H1YlwVtGnHquL5QBdhzO/uNe3u3pIg9GgIcArnRdzdKzQNoqoc0udVOelt8cKc9FfehrV+K8zX34c82AT93IUQXlXIRXsHLMNQp3MdhTnpMmPAam4HmloBy1SvW12HNAyY766H+e469b6gadDmz1L5cYFDF72laanooHQGElCF8/JS6GF7YdARWPSWiIiIiIiIjg7SkjBWvgPz+ddUtGt1uVpANBbhAqI06rAi4iJpmIN+DCGEXWQ/RKHdKbI7C1Mm04Bl2fEx9m2dXG1dU8V2n8eOj/HkCu3dv0rgsIrXBZd3u5+zrXn/Scveduc5SPT8ueAxevvduW3MLgFgSbWGpt8HEe2ncH6gKdtxjpb2/IGHmFCTK5wPIEs6+/xSaVU4l1Llm8fC0MMhFYvh8xZ14bw3IhaB5vPC2t8AtMYhoyEIj64WF62pgLnyXVibdkA2tcFzsZ2THosAHZ2wdh+AqK1QHdhHwZFpaUl1AKGxBTKRhAgFctEt2/bAWPkO0NYBABB1tfCcfSpEeaz/x3Qy99MZSE2o7v7qcuglAVU45ylzRERERERENMSsjAHjiZdgvfMxAEBMOxb6aSdAlEag1VZBlBz6DGqikcQiuovSd/5OdSJHStSifJEQRDQEhNVXEQkBoeCgi6pCiFyki7eX6+2v0imym5aKkElkVKe2tFShXUJ1qQtNdbNr2sCL19nLZd5vVXE0kM42yNzlzm1E3ldn4Uug8KvI/6r1vDzvcYR9WV9jKi0Lcl9DrnAeT+Su1DWIY8epwvnUugFFYmTH1SlSSqliMMpj0EN2d6+vl3+Uo4wIBuyc9GbIljagJAjh80I/cSZEhZ2T3tgtJz0SUgu57j0AkU5DqyzujDTZZUe3tHaoM0jKIiq6pc2ObtlmR7eEgtA/ezK04yb2/Tq3FwZFxlAH4QI+lblfElT5+4x8IiIiIiIaUv2ePa1rKtKT6ChhxRPIPPw05FY1j9UWzIGYMxWiLKY60FknoVGI79IukYYJxDvUh2cyBdnQki0dF9A0IFySK6pH1Nfs99HQkL25ZDvRD1Vod4rtljVkxWs3SdOE3F2vCudbdwOdydyVXg+0ScdATD9WfR1gDrQ087p7hab+jSrL7MK5nztIvRA+L7RxVbC8XsiGZsAwIEr6ykmfB+0zc9SBDI8H8mAzrFRGfdgWWVa3NAzI5na1OKhhqEVuPTqkYcJ8bz3Md9apg16agDZvtjpy3+09QUqpCuapNKRhQHi8ucz9kgDg9x8VnfxEREQ0NkjDgHWgCfB4oQW8gN+nztgsojWCaOTI3s5cHuhZ1HlnMuduU3iGs7QkIC31n4VuZ05Ldd9DnT2ta0A0BC0cAkoCfK1TUbP2NyD94JNAYyuga9DPOgWirlatL1ddPubihenowUqeW3QNvmVLYa3bDJnoUoX09gQQT0Da/6GjS33wtndAtnf0XmQHslne2aJ6ttheor4PlwzZh3C20D7GXzkyY0Du3Adr8y5Y23erLHmH3wdtygRo04+FmDh+wAXvglgMXVPF3OoY9FBAFc75QXBIQtegVZcBfi+s+gbItg7Afk0X5qT/HfJAM/Tz8nLS2zpgZQxVSB9gvM5oJi0JxDtgNbRCdnZCBIPZ52Vt3wvj1XeAtjgAO7rlc6dAVJQWPoaUajFiw1B55qEg9GhYRQf5iztzn4iIiMYww1QRdYYBUwi1H+3xqOJiiX0mp88LeD3cnznKZNcEM031OrG/WhkDyGTyCtZOpCkAyFwRHN2L49lH7hYtal8ssv8DICGg1hzLXoRezpBGt68DOXvaMIGGVpiNrRDBAERpBCIU5D47FQXp/L0aJqxte9QCol1JoCQA/ZyFqnDOBURpDBjjpdCxSwihojwqSiGqynvtnpWWpQpg7XZR3Smw5xXbs/naqTTQ2Ec3uxBAONizgz0SVlEykdCY+3CWlgWk7R2ldEbFU6QzQMaAtL+qyzO93k7WNwGGkXvAkgC0qceqwvmE2gHHWTixGDJjqCiRgA+ishRa0C6cs4PgsAkhgNIINK8H1oFGOyc93DMn/dMdkM1t8HzxLIjSCGSpk5NeD62mAiiLjqnXdD7ZlYLV1ArZ2g6h6yrzXQjI9g4V3bJ1t7phKAj9swugHTepx3OVqXQ2N12vrVSTziLr0iciIqLiJJ399EgYmn0GHjIZoC0O2dIGSwi17+33ASVBaAEf4LO71RlLN6b1ViSXhpmLI0wbgGUChgVpmYCUEBJqzqtrPWM/86NBIXJF7V5uI/KuO9J5hIpIdbbdUnNOw4R0nlPeddI5CCClagSqKFX3SaZUZKXHC4SD0KJhFfPqZfmGRidpWQUHtdSBrQxkYwtkQyvQ2g7ZGlfNobv2q9d5ZRk8Z58CUW7Ht0TDbj8NokPiu/AoJjQtG9/SF5nOFBTXC4rt8QQQ71RH4OOdkPFOSDT0/kBej/o90V7iYsIhVWw/wk5qKaV6Iy0ocueK29mid7fret7OyP1sDn5RVkRDuYVBx1UNqOBdEIthmhC6ByjxQ6upgAj6GYsxhEQoqHLSDzRCtsTVjqOTk15ZBuO5vJz0iwpz0s29B1VOetXYOhVMGgZkix3dkjEhwiW56Jb37egWwwSEgDZ/FvRTT+hRGJemCXR0ApoOUVsJrTzKHW4iIiIaM6RhIn3Hb4BICNr4KohjaqCNqwJi4dyaRNl98gyQ6IIpZV63uh/CXl+H3eqjz6CK5B5dnRWta0BQHTBx/m17K+Jli9SmU9C2f5+pHj93nf37Cn7O3Uf2+hh5vy//8WSf54/3ywQgqiugzZoCbeYkaGUx1RAWT8BsjUMEfIx7Iddk/27tg0LO362V6AIaWiCbWiHb4kCbnaLQnlBzUsvq9fHE5GOgLzoJoizKBURpTBFSHuG7fBFrb29HLBZDW1sbotHosP0eaZoqg1vThq1DNBvn0K2T3Smwy3hCnUYzEKG8bvZoSO2k9lHklnbnt1McP9KdiUPSNMDnAbxetaPs9aj/fF4V85F/nf09fB7V2VtdPqAdaimlei7JNKS0VEGyJAgtEmIsxgiQpgmroQWysQXC581OnmQ8oQrp9Y2AENBPn6cWIxECMpOB7OhSq3rXVIz6DmxpSaAjoRYO7ehUp3AG/AAAa4cd3dJqR7dMqIH+uVOgVZYVPoaUQGcSMp1Rz7uyjDsjRFRgpPZviKh4jcT7iLW7Hun/7+GeV5QEVIPAuCqI8VUQNZUFjQLSMFWBJ2N3/goB4dVVIT1UAs3vA/xewOdjt/owKii22cXy/ovkgJCyZ5Fc19Vim06R3JnXtsVV5GN7B6RTsGvrUAW70VbaECL7PODR1fceXb3+dOdnTXWl7zuYi5wRAmLSeFVQn1qnbpdKq/mogJorxMIq6pFzURoivR2IMtP2GUANrUBbO2RLHLI9nk1HKFhPrjeayvoXsQhEaUQ1apZGgPJSaBVRaDVcQJRGh4Hu37CI3otiKqIPaDsyBtDRqXZA4nnd7O0JyI5OoD0xNJ3fQLbADa/HLnrbRW1vtyJ39wJ4j/vZhfJh6jJWcTEZ1XFuSQi/vfMdLlExLaO8KFtspJRAaxxWfaM6mh0JqWK5YcJ8dQ2sj7cAALTjJkI/bxGE16u6Q+IdQDAIrbZi1Oaky2QKVmMrZGtc7VCHgrnollXvQW7ZpW5YEoR+5megzZzcM7olnYFMdKqFWCvL1I4Ku1OIqBsW0YlosEbqfcSqb4T53nrI5jbI+kbIg809OxqFgKgqU2eUjqvKdavnF12dhh7DUPv0HrtbPejPZav7fexWPwwDKpKbBmDKwy+SJ1OqMF5QJLcLdu0d6vcNhCbyitT278l+X1jUFt2L3Pb3Qu95W+g6hEfr/bHzfs4+9mHsj8vOJKxN22F9sg3yQFPuCp8X2vRjoc2aCjGhRhXakynIdJpxL3RY1N9urkDunGVhJZNAUxtkUxvQFofVGld/f/FOVShPZ/p/YJ9XFcajYVUsj9pJBuEQEPCrv38JSEj7AJKm4lvH2FnjVNxYRB+EkS2i71Gd4M4HtLNTYX8dDYUwKSXQlSosrsftwnq3YrgqeucVw53r7A7x0bxzKk0LSKeBVAYSUIXycAm0cFDl13OnxHWyo1MV0juTapKkaZBSwvroU5gr3wEsCVFZCs8XP6dy0qVUH/y6Bq2mEiiNjJrXoDRMyJY2O7rFAMIhFd1imrDe3wBzzTo1OREC2kkzoS88sZfoFgtIJAChA+VRaOUxHsknoj6xiE5EgzVi86RkCta2PWof3I62kwebIPc3wNrXALm/AUh09bxjSSBbUBfjqiBqKgq71U0zr7DerVu9JAgt4Le71YevWWe061EkNwxI0zp0kdwpXPdRJAfsxo/2DhX5kO0ij2cL5sgY/WwZVCE+ElJd2NEwRCxsF+7Uz/D7Rs0cejBkcxvMT7bB2rhNNbQ5IiFoMydDnzUFoqJUnf3dlYI0Lca9EIC8bnLnzBzDhJUxITs7gYZWNf9si9t/d3YyQT+xK1mhYK6bPBZW6QThEEQ4qA46SQlpL7KbLZTrnuzZP5rPow4uOQekRnltiI4+LKIPwkhOMmV7B2TGyC2M6ZzeZlrqDdCyAAgIyNzpYFpesb0IdhLcJA1T7QxmMmonOuBXOyclgexOO40uMpWGVd8I2RaHCIeyEyNr7wEYz61SBXa/D54vLIY26Rh1n84kZCYDUVlmH/F272/GKeyr6JYuiKA/F92yc5+KbmlpBwCI8dXQzz4VWlUf0S2ZDEQkDK2qDCIUHPHnQkRjC4voRDRYbhXRe1zv7E/tb4Dc3wi5v6H3bnVNQFSWQ4yvzHWrR7t1qxuGHU9pqE5JTVMNQAE/RCgvW93nHXNFH2lJNSbZ/2TB92oRTGeBSyNXfDNNVSQ3DQBi4EVyw1RNV3bkSrZg7hTJk6lDb3QomCuQO8Vy5+fI0J9tKaVUMTASsNtlc1+dUknB9f3cJv+22TKLzH0Rzk/2gqbSvtB+LOHRgYBPnZVtb5vcexDWJ1thbd6p1gCw5eenIxgojHsJBCBKGfdSzGTajs/NdpOnVOxKU7taxNP5+3OSBgYSuxKzD0jF7K7yaEi9hkoCEEIDpKUK5QIQmh1F5NHVunB+L4Qnr1DunI3B1x6NESyiD4Kbk0wp7R0bw8x9NdUiJyy0Hx41ls6OjpX3vd1dkTHU+AT86gOiJKi+Z0biqCcNE1ZjM2RDC0QgV4SWHZ0wnl3Ze056OgOZ6IIoi7iWvSaTKVhNrZAtcbUAbSiouunjCZir3lM7xwBQEoC++DPQZk3pNboFiS4g4FfFdbsjn4joUFhEJ6LBGrEieioNa+c+yGRa7Zt77TNe+2lwkYYJecDuVt9/GN3qtRWq+OM8Tn63ummq2qfHjpYMBaAFArmi+gg13EjLns+YvRfDYal5oeyWZwzTUvez50XSsnIFYKgZpKreaqpILkTeWdG9FMktS8WA5hfG87LJ0dF56CcT8KmucaeDPBaGiEbsrvJQwb9Fv2OSjaawsnPjXNxLfuFaQDoVbOfC/B+Fet7C+d4pcHe7PnuBlvdVCDVWIu97DWo8hab290Xe73DGUhReDiGAjAGrvQNIJCEzhjq7O+DPvsakYUJu2w3zk22QO/b2nZ8uNMa9FClpmkBnEub+BshPtsFqbssmBSCeOPSZHH6vKpDHIrmzNyIlqlAeCEBYFmD/tUDT1HuvpqvEAb9PrU/mRGJ59FzsEVERYBF9EMbCJFM6O0dFWmjPdgTkF76dncfeLrd3lKSzIwjkdlSEszPjfK/y+EQkpBapDPjVDg6NKdKS6nS0A80AJBAu6T0nfbqdk+6zc9LbO9TpuuMqR6x7W5omZEu7im5JZ9S2ejyqa+CDT2C+/ZHa6REC2okzoC88SZ2SWfB8LSDeqV6/5VFo5aWMbiGiwzIW9m+IaHQbsSK6fdYdUmlYXSn1fcaANAxVz3SK2p6+c6cPq1u9qrwwWz0a6tmtbhfWpZSqwNRbt7rX2++8ItswlV8EN61ck49lqe7j/DgGuytcNQVZgAVIp6CuKr925jgKi7qa1rPQq4l+53zZsx0LCuTxgq7WbPG2Lx5PYcyKU6xzusoHuLZUNlbGNHPjZJiAlJD2cy3ohs2Ov5YtdItsARy9F67R7Wfn+oLLnctyPw9Xd62UUq3J1ZlUcRtdKfWcfd6CZi/ZmYT16Q6Vn17fmHuA7vnphsG4lzHOWSvAaovD+vBTWOu3QO49kC159BAuUbEreWdyIGwXyp3YFUu9X2TXA9Dtvx+/D5rXKZDnFcr5WqGjAIvog1Ask0xpmrkdj94K7Rlnp8zKdi/0erreERTaVZdDX4Vw53srVwCXUDtDEOo6AbVzmj2q7+y0aICet8q5s8CL0yXh7DT1tfN4iB1HGntkPKFy0pPp7IKauZz0dwHL6pmT3p4APMOfky6lBDo6VXRLPKG65oMBAIC1a7+KbmluAwCIcVXQP38qtKryno/RlYJMpSGiIWiVZaN2kVQiGt2KZf+GiNzj1vuItCy7USgDK5kGEp1AOqM6di2p5gUD6lY3IA80D6BbPQgxvko1XTjZ6gXd6vZZrZmM6laXUEV1r92t7vfZxXArLybF6FEMh3TmYEC24Qno1tlcWATP7xrvbx/WKciiKwWZTKmvXSnVpZxMAV3J7M/Z2yRTh168U9PUPne0lwJ5LKwieAa4by3zi+R5nfNOgaK3Ip/wetS/sa4XdTesdBYQTXRCtiUgk0k1T/f71DjYc1rZ3AZz4zZYn2xXzUKOSAm0mVOgz5oClMfsuJeUHWHKuJfRzjn72Ny6SxXPt+xS/4Y29b5UDkQjENESiFBInW0goM46AQAp7YgV+2/I74Xw+/JiVzx5i+DyNUBHNxbRB+FommQecaE9ew6cc6qcgBR5p81li9VCdYFrWm6HLy9DzymAZwvmzk5iL8Vv5/78kKfuZDIFq74Jsq1D7UR4nJz0g3ZOelcfOekGRFWZKkwPcYyPTKVVdEtzm/pbcKJbOjphvvYerE071A2DdnTL7F6iWzIZoKMLCPigVZapU+8YN0RER+ho2r8houExmt5HcgtdZmB1JlXXbiYDaZqqQdvpVu9nAbuCbnV7wVLZ0Nyz2zq/W3283a0e6d6tbqqiesbIy8MWPYvgvTT7HGp+I01LFbiTeYXw7Ndkr5cjmc7bjsMUKVERK9GQXSCPZLvKnX3agcieEW3kd5Sb2USZ7AKE3SMj8grkzFa2x7EzCSvRpTLmU2lVLHUK6kIcIj+9XMW9zJgMBPyMexmlsnEtDc2wPtgIa+N2oKk1d4NQENrsqdCmHwsR8Gcj9bNnZHjtvyG/r9vfkKdHNBMRFWIRfRBG087haNBnod0ws6fLiQF0gGdz4YiGgTQMWAebIRtbIILBbByK7OiE8dxKyP3qVEf99HnQTp6bl5PeCVEWHbKc9ILolpQd3eL1QJoWrLWfwFz9YV50y3F2dIu/8DHsvEkAQFkUWkXpgE99JSLqC/dviGiwRvP7SLZbPZWGlcwAnXa3ejqjiurOgqED6lZ3stUbIfc1qIaM7kLBwmz1mooBZaRLJ2KjW3d4tgDeldcp7nSH5xVED5vXAwT9EIEAEPSp/c5gwP7qVzEh+V9DwQF3dhdErjh57YaJbK6yELlucmcBQp+ncAFCnZERh8MptFrxTqAjYRfUNSDgyy5+229++sS8/HRIxr24LBvX0t4Ba/1WWOu3Qu7alzsjRNMgptZBmzkZorocMC0IvxeIhKGFAnmxKx42WxENAovogzCadw6JqG/SkpDNrSrvUohs7En3nHQxfSI82Zx0U8W7hIOqkH6EOekF0S0dnaoDwIlu2V0P85U1kNnolkroZ58Krbqi5+PYEyYRUdEtTtY7EdFgcf+GiAZrrL2PSDsCRqYzkJ1Jla1uGLluda/XLqwfolu9PZGNf+m7W12DqFbd6vB5C2NSnIJ4V1rFuhwpv08VxJ2it1MQ71YMV0Vzf8HClEcqG7mSbazqK3LFk+0mz+YqF3nkittkxgA6u3IF9bSh/r0DPgivag4aSH46jqmGSGcY9zKCsnEtu/bD+mgTrE93FkRLicoyiDlToU2eoA6MaAKiJACtNKoOdHFtLKIhxSL6IIy1nUMiKiTbO1ROejqjTrW1OynMjz6F+eo7Kie9ohSei8+CKI3ap/J2AB6PykmPhQ9rZ1FFt7QBLapIjnBJLrrl9ffVqXgAEPRDP2M+tDnTeka3GIbqPvd5ISpKIcqinGwQ0ZDi/g0RDdZYfx+RppOtntetnkqrM2ztBUPVgqWe/rvVM/nd6na2emdy4BsiRK7Q3Vs3uNMpnv3ZX5CDPRRkwQKndla7001u5RXJs+tjeQCvzsiVUUqmM6pDvS0OJOzYSp+n4EDKgPLTS6OMexkm0rSAzi6YzW2QH33a88CG3wdt5mRoM6cA4aCas/p9QDQMLRJS7ws8s59oWBRFEf3Xv/41fv3rX2PHjh0AgDlz5uAnP/kJLrzwwj7vs2rVKtx6661Yv349xo8fj+9///u48cYbD+v3jvWdQyICZFcKVn2DWtAzEs7uPFr7DsJ4to+c9ESXmkRVlUOrLD3kKXHStCDb4pCNLarbKFwC4fVCWhastRtVdEtanX6rnXAc9NPn9R7dkuiCtCwVK1NR2uM2RERDgfs3RDRYxfY+IqVUMXvZbvUuoDOV61YXQsUlDKhbvcMuqDeqQnTQ3yM6JVs0t2M3hvy52F3iBcVxJ5fcnvZLZ10rIVSWsrN+lWZHrni93SJXPHYci4cFvDHAWVBWdiYh2+JqrQDDVAeHAn4IXcvLT98Ga/OOvvPTfR7GvQxSNq4lnoD16U5YH2+B3L5Hve/YxMRx0GZPgzimGsI01RkcJUFopREevCAaIUVRRH/22Weh6zqmTZsGAPjDH/6Au+66Cx988AHmzJnT4/bbt2/H3LlzsWTJEvzTP/0T3nzzTdx0001YsWIFLr300gH/3mLbOSQ6WsmMAetgE2RTG0RJIJsrfsic9M4uiLIYtOryXk+Vk1ICiS5YDc2QcRXdgqAfQghYew6o6BZ7ERhRa0e31PQS3WJnX4pwUEW35C1QRUQ01Lh/Q0SDdTS8jxR2q6dV44XTrW5Ju9DsOWS3+qC3Q/ZSCO/eOQ5kF+nssU6VUxR38pK9ntz1up5bt0rT7J8PvcApjS3SkkAqpRqFWjsgk0l1xoWzIKmm2fnpe2B+srXP/HQxZQKEZTHu5TBk41r2NcBatwnWph1AW173fywMfc40iOMmQui6faDCD8ScrnM/x5VoBBVFEb035eXluOuuu3DDDTf0uO4HP/gBnnnmGXzyySfZy2688UZ8+OGHWL169YB/x9Gwc0h0tJCWBdnUCutgM4SuZzPPVU76O7A+3gwAENOOhef801VOumECcTsnvbYKoiSQezwnuqW1XXX0ONEtiS6Yr70Pa+M2dcOAHd0yt7foFhPoSKiOpsoyiNLosE7CiIgA7t8Q0eAdje8j/XerWxACA+9Wz49N6VEkl4CUkM79BQqL4kIDPFp2IcFcUdyOW+nlK4tw5JCWBXSlYHV0AW1xe0FS5ArqQvSfnz7tWGizpgDjqyFS6cK4l0go+/o/mhe4zMa1tMYh129R47jnQPYsEHh0aNMnQsyeClFZCpHKqINcoSC0WAQIB9UZIEQ04ga6fzNm/kJN08Tjjz+ORCKBhQsX9nqb1atX47zzziu47Pzzz8cDDzyATCYDr7f3xRdSqRRSqVT25/b29qHbcCJyldA0oLIMus8Lq74Rsj0O2PEunnMXwqypgPnqO5BbdsFoac/lpJdG1Gm5u/ernPRICGiLw2psAZJptZNjR7eYH3wC8621ueiW44+DfvpJ2YVFHU4HuzRN1eleyegWIiIiotFMCKGiMHxetRhpeSzXrZ5Kw0qlgUSnKrJ3JlXBTNPswplEfsdatuitCVUUt4uO8OqqeKbr0HoritvfsyhOR0poGhAKQg8FIStjKj+9oxOIJ1Tsi9CAgA/aiTOgnzQTsqUd5idbs/np1oatsDZsBcIlKrd71lQg7AXiCZhtcQAil5Pv9wKBADRf7uASnIM+RcaJa5EdnbC274W5bjPk1t0q6tMmxlWpNbGmHANhWvbBNw1iXKXq5g+w65xorBj1RfR169Zh4cKFSCaTCIfDePLJJzF79uxeb1tfX4+ampqCy2pqamAYBhobGzFu3Lhe73fnnXdi2bJlQ77tRDQ6CCGAWASa1wurvgFojUNGQxC6Dv2E4yAqS2E8uwqyqRWZR56H58LF0CYfA8QiqsN87wGIYACyoxPC7wVKIyq6Ze8BmK+8ozLRAYiaChXdUlvZYxtkMg3Z1QURLoFeWQ2EQ8yVJCIiIhqDhK6pbPOgHzoAKctz3eqptIpy0HUIj10U7x6hYn/PfUFyg9B1IBKCHglBVpYBXUlY7QmgI6EOBHl0IByEZ9E8yIUnFeand3TCem89rPfWZ/PTxbgqoDSiiuWGqRbZbU/AlFKdUaHb+foBHxDwQ/N57QNIdgb/GPw7yMa1HGyG9fFmyE07snNCAEBJANrsqWp8SgIqd94CEA1Bj0WAkiDPRCYag0Z9EX3GjBlYu3YtWltb8cQTT+Daa6/FqlWr+iyk94hNsE+d6e/I3m233YZbb701+3N7ezvq6uqGYOuJaDQRJQFoE2phHWyGbG4FQiUQPi+08dXwXnURjOdWQe5vgPHU33I56aEgkEoDyRRENKwW40l0wXjj76obAwD8vlx0S7cOCxXd0gl4dWjjqiDKojxNj4iIiKiIFHSrh0vc3hyiARNeD+ANQ4+GVWG4MwmrLQ4kkrDiXWqR2dpKeCbUQH7ulIL8dHmwGebB5tyDBXxqrlMahSiLqsaj0ihk2KuiYxIqSsaEsIvr9sK1fi9E0A/h9RbGwoyy4no2rqU9Ablxm4pr2blPxTMBal2BKXXQZ09VsTfptDohRdchxpcyQ56oCIz6So7P58suLLpgwQK8++67WL58Oe6///4et62trUV9fX3BZQcPHoTH40FFRc9F/Rx+vx9+PyMViI4GwueFNq4KltcD2dACGAZESRAiXALPV8+DufIdWOs2w3zzA1gHmlROup0VKC0L5tqNMN/6ILuKvTZ3GvQz5vcd3WKYEKVhaJVlPW5DRERE1N2dd96JP/3pT9i4cSOCwSAWLVqE//zP/8SMGTP6vM91112HP/zhDz0unz17NtavXw8AeOihh/CNb3yjx226uroQCHAfhehoJ+wDQVosrJqInIJ6V1I1Bvm8EFPr4D1uImRXEtamHbC27IJsaVdNQ8k05P5GyP2NPR88FLSL66qwjtKIissMBSEyGci2OCxALWjqcYrrPoiAr7C43s+6A8OhIK5ldz2s9Vtgbd6lnq8zbhWlKq7luEkQmoBMZSAsEyiNQo+FVdf5UZoTT1RsRn0RvTspZUF+eb6FCxfi2WefLbjspZdewoIFC/rMQyeio4/QNWjV5YDfB6u+AbK9A4iEVE76OQthVuflpDe3wXPx5yC7kjBfWaMK7wBEdbmKbhlX1ePxZSoNmUhChALQx1UB0fCo66QgIiKi0WnVqlVYunQpTj75ZBiGgR/96Ec477zzsGHDBoRCoV7vs3z5cvzHf/xH9mfDMHDiiSfisssuK7hdNBrFpk2bCi5jAZ2I8gkhgIBfRa+URoFUCjLRBdnaAdmRUHn/fh+0E46DftJMAIDMZCBb40BLO2RrHLKlXf3XqorwSHSpx9h7oOcvjIZUgb00orrXoyGIcAgoCQCtEpaE6vJ2iusBH0TAb3fRe+1YmKEtrjtd+WZjC+SGrbA27YDc35C7gd8LbcZktUhoWVQttmqZgC8AraoMIhTk2ldERWhUF9F/+MMf4sILL0RdXR3i8TgeffRRrFy5Ei+88AIAFcOyd+9ePPzwwwCAG2+8Effeey9uvfVWLFmyBKtXr8YDDzyAFStWuPk0iGgUEkIApRFoXg+s/Y12TrqKa1E56WUwnlsJ2dyGzB+fAwxD3dHvU1Evx0/vGd1i2tEtmg5RWwGtPKZ27oiIiIgGyJnrOB588EFUV1fj/fffx5lnntnrfWKxGGKxWPbnp556Ci0tLT06z4UQqK2tHfC2pFKpggam9vb2Ad+XiMY+oQkgGFDrQ5XHgK4UrA4VyyLbE4CAijLSdYiyGFBZBq17xG4yDdnqFNXbCwrtSGeA9gRkewJy1/7CX64J1YxUFoWIRdT3kRKIcAlk0K8WQ9WE6vL2eFVxPWgX1z2ebO76QIvrBXEt23bD2rAVcvtetY3OeNTVqgjPycdAZEzITAbCNIHyGHSns74IF1AlImVUV3cOHDiAq6++Gvv370csFsMJJ5yAF154Aeeeey4AYP/+/di1a1f29pMnT8bzzz+PW265Bffddx/Gjx+Pe+65B5deeqlbT4GIRjkRCkKrq4F1oEl1SoSDEF4vtPFV8F6Zy0kHAG2OHd1S0kt0S2cSMp2BKI2o6JYSdnURERHR4LW1tQEAysvLB3yfBx54AOeccw4mTpxYcHlHRwcmTpwI0zRx0kkn4Wc/+xnmzZvX5+PceeedWLZs2ZFtOBEVFaFpQCgIPRSErIypuJeOTpV1bhiAaUGaFiQkBGAvpKupQnZFDKKqvCDWREqpomJa4rkie0u7am5qbVeLlLbGVcG9+8boWjYWRkTDEJGQmsdFQpBBP4S9sK/qXPfbsTC5SBjoqrheENeyvxHWhi2wPt0JtMZzvysagj57GsSsKaq7PJmETKaBkgD0mgpVOPf7RuBfgIjcJqSz8iZltbe3IxaLoa2tDdFo1O3NIaIRIE0TVkMLZGMLhM+bzS+XpglrwzaIqjJotZU975fOQCY6IYIBaFXl6nREdh8Q0SjE/RuisUdKiUsuuQQtLS14/fXXB3Sf/fv3o66uDo888gguv/zy7OVvv/02tmzZguOPPx7t7e1Yvnw5nn/+eXz44YeYPn16r4/VWyd6XV0d30eIKEtKCZimKnrb/0nThEyn1TpSaQOwzGyR3V5XFNB1VWTXdcCjCu7OPEpKCXR05qJhWvPiYVrjgGX1vUFejyqux5xomBKVvx4JQwsFsvEvCPhVl/ym7SquZU89VHaM2jZt+rHQ5kwDxlWpuJaMAeH3AtEwtIiKm+G8j6g4DHSeNKo70YmIRorQdWg1FYDPq7rS4wkgXAKh69CP7zmxlKYFJBKA0CGq7egWH9deICIioqHz7W9/Gx999BHeeOONAd/noYceQmlpKb70pS8VXH7aaafhtNNOy/58+umnY/78+fjlL3+Je+65p9fH8vv98PuZ60tEfRNCqI5vT668lB+gIi1LFdfzCu3SMCDTBpBKqcuShiq8S7uLHcLuYC+FqC5XhXZdU93jlqUiYPIK69momPYEkDGAhhbIhpYeHeym36ey1yMhCK8H1o59KrPd2e7aSrVI6PSJEAJAMqWuLwlAr61UXeec8xEdtVhEJyKyCSGA8hg0nxdWfaPK+ouGCzoMstEtmQxEJJxdOIaIiIhoKH3nO9/BM888g9deew0TJkwY0H2klPj973+Pq6++Gj5f//ECmqbh5JNPxubNm4dic4mIeiU0DfBpAHLF54Iiu2mpOJi8QruVMVQWeSoDmAaQNiBNA9K5r9AgKssgaipyBXZdhzRMoL0jr3s9FxWDjk4glYY80AQcaMoV2IMBaLOnQJs9TRXYu5KQqRTg9wFV5arrPBhQ+fBEdFRjEZ2IqBsRLoFWVwtrfyNkWxwIq04Fmc6ozL+AH/qEWiAW5il8RERENKSklPjOd76DJ598EitXrsTkyZMHfN9Vq1Zhy5YtuOGGGwb0e9auXYvjjz9+MJtLRDQoQtcA3QfknfSi219VVExhkV0appqXpe2omEwGSElYpglAQGgCoqoMorYS0LVskR2mpeJgnAJ7ogtaXS0w6RiITAZIpe2u8yD00ojqOveyZEZEOXxHICLqhfD7oE2ogXXQC9nUAkCona/qMmjlpTyNj4iIiIbF0qVL8cgjj+Dpp59GJBJBfX09ACAWiyEYVGe/3Xbbbdi7dy8efvjhgvs+8MADOPXUUzF37twej7ts2TKcdtppmD59Otrb23HPPfdg7dq1uO+++4b/SRERHQEVFaOr/5zL8q6XVn4eu724qWFApjJAOg1kTCCdVt3ulgXh8QDV5RDj7AK7YUJ2JAC/H6iuhBYpAYJ+9XuJiLphEZ2IqA/Co0OrrYT0eyE7uqBVxNTCNERERETD5Ne//jUA4Kyzziq4/MEHH8R1110HQC0eumvXroLr29ra8MQTT2D58uW9Pm5rayu+9a1vob6+HrFYDPPmzcNrr72GU045ZcifAxHRSBCaADSPWijUbmXvERXTrciuomLsRU+DAeixsOo697A8RkT9E1LK7mstHPUGuiorERER0VjB/RsiGiy+jxAREVGxGej+DcN8iYiIiIiIiIiIiIj6wCI6EREREREREREREVEfWEQnIiIiIiIiIiIiIuoDi+hERERERERERERERH1gEZ2IiIiIiIiIiIiIqA8sohMRERERERERERER9YFFdCIiIiIiIiIiIiKiPrCITkRERERERERERETUB4/bGzAaSSkBAO3t7S5vCREREdHQcPZrnP0cIqLDxXkSERERFZuBzpNYRO9FPB4HANTV1bm8JURERERDKx6PIxaLub0ZRDQGcZ5ERERExepQ8yQh2Y7Ug2VZ2LdvHyKRCIQQw/Z72tvbUVdXh927dyMajQ7b76FCHHd3cNzdwXF3B8d95HHMD01KiXg8jvHjx0PTmOhHRIeP86TixnF3B8fdHRz3kccxdwfH/dAGOk9iJ3ovNE3DhAkTRuz3RaNRvpBdwHF3B8fdHRx3d3DcRx7HvH/sQCeiweA86ejAcXcHx90dHPeRxzF3B8e9fwOZJ7ENiYiIiIiIiIiIiIioDyyiExERERERERERERH1gUV0F/n9fvz0pz+F3+93e1OOKhx3d3Dc3cFxdwfHfeRxzImIigff093BcXcHx90dHPeRxzF3B8d96HBhUSIiIiIiIiIiIiKiPrATnYiIiIiIiIiIiIioDyyiExERERERERERERH1gUV0IiIiIiIiIiIiIqI+sIhORERERERERERERNQHFtGJiIiIiIiIiIiIiPrAIvoolclkAABSSpe3hGhk8LXuDo47HS34uUpEVBz4fk5HG77W3cFxp6MFP1cHjkX0UWjjxo341re+hZ07d0II4fbmHDUaGhrw0Ucf4aOPPnJ7U44qiUQCpmkiHo+7vSlHFeeDMplMAgAsy3Jzc44au3fvxqeffur2Zhx1+LlKRFQc+H7uDs6T3MF5kjs4T3IH50nu4Ofq4WERfZRZt24dzjjjDJSUlKCtrc3tzTlqrFu3DmeddRauuuoqnHTSSfi3f/s3tzfpqPDxxx/j4osvxsKFC7Fo0SL85je/wYEDB9zerKK3ceNG/PM//zPOPfdcXHvttXjnnXegaRqPPA+zPXv2YNKkSfjSl76EjRs3ur05Rw1+rhIRFQe+n7uD8yR3cJ7kDs6T3MF5kjv4uXr4hOS7wajR0tKCs88+G4sXL8Y999wDAEin02hubkZtba3LW1e8tmzZgjPOOAPf/OY38fWvfx1vv/02rr/+euzatQsTJkxwe/OK1rZt27BgwQJcffXVmD59Ourr6/Hzn/8cV1xxBb797W/j5JNPdnsTi9LHH3+Mz372s7j88suh6zr279+PDRs24Pnnn8fkyZPd3ryitnfvXlx44YXo7OyElBLPPfccZs2a5fZmFTV+rhIRFQe+n7uD8yR3cJ7kDs6T3MN50sjj5+qRYSf6KNLU1ASfz4dly5ZBSonLL78cZ599NqZOnYqbb74Zb731ltubWJQeeughnHzyybjjjjswc+ZMfPWrX8WFF16IgwcP4q233sLBgwfd3sSi9NRTT2H27NlYvnw5vv3tb+OOO+7AM888g7fffht333031q1b5/YmFp36+npcf/31uOGGG/DrX/8a9957L370ox/B6/Viw4YNAJiDNlxM04Su66ipqcFzzz2HKVOm4OKLL8a2bdsAAO+//77LW1ic+LlKRFQc+H7uDs6T3MF50sjjPMk9nCe5g5+rR8bj9gZQTiKRQHNzM+LxOK699loYhoHvfve7aG9vxz333IN9+/ahoqICM2bMcHtTi8revXuhaRoymQy8Xi/uuecevPjii2hoaMDGjRvx+c9/HrfddhtOOeUUtze1qCQSCaTTaViWld0hOe+883DvvffiuuuuQ21tLX7xi19ASslsriGyceNGhMNhXHnlldlxnT9/PmKxGNauXYuLLrrI7U0sWrquo7a2FrFYDA0NDXj00UdxySWX4KKLLsKMGTNgmib++7//G9Fo1O1NLSr8XCUiKg58P3cH50nu4Dxp5HGe5B7Ok9zBz9UjwyL6KCGlRCQSQTwex5///GeUlZXhhz/8YfYFO3v2bHzlK1/B66+/zhfxEFu8eDGWLFmC66+/HlJKPP7443jiiSfwuc99Dtu2bcMVV1yBP//5z9w5HGKzZs3CsmXL8Pe//x0LFiyAYRiQUuLcc8/F3Xffja997Wu47LLLcNppp7m9qUVj0qRJ+Od//mecdNJJAADDMODxeFBSUpJdQCd/R9yyLGgaT1gaCs7OuGVZeOWVV7B48WK88cYbGDduHJ555hn8z//8D3cMhwE/V4mIxj7Ok9zDeZI7OE8aeZwnuYfzJHfwc/XI8K9+lBBCYMqUKbj22muxdOlSPP744+jq6gKg3lQWLVqE008/Ha+//rrLW1p8rr/+evzXf/0Xpk2bhq6uLnzzm9/EJZdcgnA4jJNOOgmLFi3C66+/DsMw3N7UMS//FLhLL70Ul156Ka666ips3LgRHo8nu4PypS99CTNnzuSpW0PEWVF+0qRJuOyyy7KXeTzqOGppaWl27AFg2bJlWLNmDXcMByn/9e7sdJ9zzjnZy6655hoAwIknnojbb78dH3/88chuYJHKH/cpU6bg+uuv5+cqEdEYxnmSezhPGjmcJ7mD8yR3cJ7kDs6TBo9/+S759NNP8b3vfQ/XX389fvazn2HLli2QUuL73/8+rrnmGiSTSbzxxhswDCP7piKlxNSpU13e8rGt+7hv3boVUkosWbIEP/3pTxGLxVBVVQUg94GaSqUwZ84cflAOgrOSvHOE2fn+O9/5DiZNmoSvf/3r2LhxI3w+X/a6YDCIYDDo2jYXA2fcNU2DaZoF13V/PTvX33777Vi2bBm8Xu/IbGQRyn+9d89OHD9+PFavXo3LLrsML730El5++WW88cYbEELguuuuQzqddmOTi0L3cXfG/qabbsI3vvENfq4SEY0RnCe5g/Mkd3Ce5A7Ok9zBeZI7OE8aOoxzccGGDRuwcOFCLF68GNFoNJstd9111+GGG27Av/3bvyGdTuO73/0uduzYgXHjxmH//v147bXX8L//9/92e/PHrN7G/aWXXsLXv/51LFmyBJqmYerUqfj3f/93nH/++fD7/Xj66afx8ssv47XXXuPO4RH65JNPMGfOHPzDP/wDnnnmmew7JcnbAAAPd0lEQVSOiq7rOOOMM/C9730Pd999NxYtWoSf//zniEajeP/997F9+3acddZZbm/+mNV93HVd75Gb6JyG2NHRgWg0il/+8pe466678N5772H+/Pkubv3Y1X3cnR0VZ9ynTJmCTZs2IRgM4vnnn8fcuXMBAG+++SZaWlqyEyQ6PL2Nu2VZEEJgwoQJ+N73vsfPVSKiMYDzJHdwnuQOzpPcwXmSOzhPcgfnSUNLSC4xPKLS6TSuvfZahEIh/O53vwMANDY24qabbsLOnTtx9dVXY+nSpZBS4t5778WKFSuQyWRQVVWF//iP/8CJJ57o8jMYm/ob9927d+Pyyy/HzTffjMbGRtx888147LHHMHPmTHg8Hjz88MPZbDQ6PPX19fjqV78Kj8eDTZs24bTTTsOTTz4JIJczBwBbt27Fb37zG/zxj39EaWkpQqEQ7r//fsybN8/NzR+z+hv33hYguuqqq/DYY4+hpKQEf/vb33DyySe7sdljXn/jnp+b+NBDD+HUU0/FrFmz3NzcotHfuDsTUQDo6urC7373OzzyyCP8XCUiGoU4T3IH50nu4DzJHZwnuYPzJHdwnjT0WER3wYUXXogpU6bgvvvuy75wm5ubccstt+DTTz/Fj3/84+zqz62trYhEIkgmkwiFQi5v+djW37hv3rwZt99+Oy688EJIKfHmm28iEolg3LhxqK6udnvTx6ynn34ajz76KG666SYYhoGvfe1rWLRoUa87iACwe/duRCIRACp/jo7Moca9+0I4//Iv/4Lf//73eOutt7JH/OnwHWrc0+k0OyiGweG+z7S0tCAajfJzlYhoFOI8yR2cJ408zpPcwXmSOzhPcgfnSUOPRfQRZFkWTNPE1772NZimiaeeegoAkMlk4PV60dTUhIsvvhilpaX485//nL0PT48bnIGOezQaxV/+8hd3N7bItLa24u2338YFF1wAAHj11Vfxta99DQsXLsz+OzjZf3ydD52BjLvz1i+EwPr16xGLxTBhwgS3NrkoDPT1ztf60OL7DBHR2Md5kjs4T3IP91/cwXmSOzhPcgffZ4aBpBH31ltvSSGE/L//9/9mL0ulUlJKKT/44APp9/vl+++/79bmFS2Ou/ssy5KvvvqqrK6ulpdcckn28v/6r/+Sb731lnsbVuT6Gvdf/epXcs2aNe5tWJHj690dHHciorGL++vu4Li7j/sv7uA8yR18vbuD4z54XFh0mO3atQvr1q3D/v378YUvfAGRSAQLFy7EHXfcge9///vw+XxYunRp9tQVy7IwadIkxGIxl7d8bOO4uyN/3C+66CLEYjGUlJRkjyoLIXDmmWfisccewxVXXIGvfOUrGD9+PH71q19hy5Ytbm/+mMVxdwfH3R0cdyKi4sD9dXdw3N3B/Rd3cNzdwXF3B8d9BLhdxS9mH374oaypqZHz5s2TpaWlsq6uTv7rv/6r3L17tzRNU/7oRz+Suq7L2267TW7evFkeOHBA/uhHP5LTpk2TBw4ccHvzxyyOuzv6Gvdt27ZJKaU0TbPg9i+//LIUQsjy8nL53nvvubHJRYHj7g6Ouzs47kRExYH76+7guLuD+y/u4Li7g+PuDo77yGARfZi0tLTIz3zmM/J//a//JZubm6WUUi5btkyeccYZ8pJLLpE7d+6UUkr54IMPylgsJidMmCCPO+44ecwxx/BUuUHguLujr3FfvHixvPjii+XmzZullOr0ISnVG/iSJUtkKBSS69evd227xzqOuzs47u7guBMRFQfur7uD4+4O7r+4g+PuDo67OzjuI4dF9GGyc+dOOXHiRPniiy8WXP6HP/xBLl68WF555ZWyvr5eSinlnj175F/+8hf54osvyt27d7uxuUWD4+6O/sb9zDPPlFdeeaXct29f9vKVK1fKE044Qb777rsjvalFhePuDo67OzjuRETFgfvr7uC4u4P7L+7guLuD4+4OjvvI4fKrw0TXdQSDQezbtw8AYBgGAOCaa67B17/+daxbtw4vvvgiAOCYY47BBRdcgPPOO4+rPg8Sx90d/Y37VVddhY8//hgvv/xy9vaf+cxn8Ne//hULFixwZXuLBcfdHRx3d3DciYiKA/fX3cFxdwf3X9zBcXcHx90dHPeRI6SU0u2NKFYXX3wxdu/ejVdffRWlpaUwDAMej1rL9bLLLsPevXvx1ltvubyVxYfj7o6BjruUEkIIl7e2eHDc3cFxdwfHnYioOHB/3R0cd3dw/8UdHHd3cNzdwXEfGexEHyKJRALxeBzt7e3Zy37/+9+jra0Nl19+OdLpdPYFDADnn38+pJRIp9NubG7R4Li7YzDjzjfsI8dxdwfH3R0cdyKi4sD9dXdw3N3B/Rd3cNzdwXF3B8fdPSyiD4ENGzbgK1/5Cj772c9i1qxZ+O///m9YloXKyko88sgj2LhxI8477zxs2rQJyWQSAPDOO+8gEomAJwIcOY67Ozju7uC4u4Pj7g6OOxFRceD7uTs47u7guLuD4+4Ojrs7OO7uYpzLIG3YsAFnnnkmrrnmGpx88sl477338Mtf/hJr1qzBvHnzAAAff/wxrrzySnR2dqKsrAzjxo3DypUr8frrr+PEE090+RmMTRx3d3Dc3cFxdwfH3R0cdyKi4sD3c3dw3N3BcXcHx90dHHd3cNzdxyL6IDQ3N+Mf//EfMXPmTCxfvjx7+dlnn43jjz8ey5cvL8gbuu+++7Bnzx4Eg0FcccUVmDFjhlubPqZx3N3BcXcHx90dHHd3cNyJiIoD38/dwXF3B8fdHRx3d3Dc3cFxHx08h74J9SWTyaC1tRVf/epXAQCWZUHTNEyZMgVNTU0AACEETNOErutYunSpm5tbNDju7uC4u4Pj7g6Ouzs47kRExYHv5+7guLuD4+4Ojrs7OO7u4LiPDsxEH4Samhr88Y9/xOLFiwEApmkCAI455hhoWm5odV1HPB7P/szm/8HhuLuD4+4Ojrs7OO7u4LgTERUHvp+7g+PuDo67Ozju7uC4u4PjPjqwiD5I06dPB6COAnm9XgDqxXzgwIHsbe6880789re/hWEYAMDVcIcAx90dHHd3cNzdwXF3B8ediKg48P3cHRx3d3Dc3cFxdwfH3R0cd/cxzmWIaJqWzR8SQkDXdQDAT37yE9xxxx344IMP4PFwuIcax90dHHd3cNzdwXF3B8ediKg48P3cHRx3d3Dc3cFxdwfH3R0cd/ewE30IOadJ6LqOuro6/PznP8f/+T//B++99x5XwR1GHHd3cNzdwXF3B8fdHRx3IqLiwPdzd3Dc3cFxdwfH3R0cd3dw3N3BQxNDyMkh8nq9+O1vf4toNIo33ngD8+fPd3nLihvH3R0cd3dw3N3BcXcHx52IqDjw/dwdHHd3cNzdwXF3B8fdHRx3d7ATfRicf/75AIC33noLCxYscHlrjh4cd3dw3N3BcXcHx90dHHciouLA93N3cNzdwXF3B8fdHRx3d3DcR5aQXKp1WCQSCYRCIbc346jDcXcHx90dHHd3cNzdwXEnIioOfD93B8fdHRx3d3Dc3cFxdwfHfeSwiE5ERERERERERERE1AfGuRARERERERERERER9YFFdCIiIiIiIiIiIiKiPrCITkRERERERERERETUBxbRiYiIiIiIiIiIiIj6wCI6EREREREREREREVEfWEQnIiIiIiIiIiIiIuoDi+hERERERERERERERH1gEZ2I6AhJKXHOOefg/PPP73Hdr371K8RiMezatcuFLSMiIiIiInIH50lEVIxYRCciOkJCCDz44INYs2YN7r///uzl27dvxw9+8AMsX74cxx577JD+zkwmM6SPR0RERERENJQ4TyKiYsQiOhHRINTV1WH58uX413/9V2zfvh1SStxwww34/Oc/j1NOOQVf+MIXEA6HUVNTg6uvvhqNjY3Z+77wwgs444wzUFpaioqKCvzDP/wDtm7dmr1+x44dEELg//2//4ezzjoLgUAAf/zjH7Fz50588YtfRFlZGUKhEObMmYPnn3/ejadPRERERETUA+dJRFRshJRSur0RRERj3Ze+9CW0trbi0ksvxc9+9jO8++67WLBgAZYsWYJrrrkGXV1d+MEPfgDDMPDKK68AAJ544gkIIXD88ccjkUjgJz/5CXbs2IG1a9dC0zTs2LEDkydPxqRJk/CLX/wC8+bNg9/vx7e+9S2k02n84he/QCgUwoYNGxCNRnHmmWe6PApEREREREQ5nCcRUbFgEZ2IaAgcPHgQc+fORVNTE/7nf/4HH3zwAdasWYMXX3wxe5s9e/agrq4OmzZtwnHHHdfjMRoaGlBdXY1169Zh7ty52Z3Du+++GzfffHP2dieccAIuvfRS/PSnPx2R50ZERERERHQkOE8iomLBOBcioiFQXV2Nb33rW5g1axa+/OUv4/3338err76KcDic/W/mzJkAkD0VcevWrbjyyisxZcoURKNRTJ48GQB6LLKzYMGCgp+/+93v4o477sDpp5+On/70p/joo49G4BkSEREREREdHs6TiKhYsIhORDREPB4PPB4PAMCyLHzxi1/E2rVrC/7bvHlz9nTCL37xi2hqasJvf/tbrFmzBmvWrAEApNPpgscNhUIFP3/zm9/Etm3bcPXVV2PdunVYsGABfvnLX47AMyQiIiIiIjo8nCcRUTFgEZ2IaBjMnz8f69evx6RJkzBt2rSC/0KhEJqamvDJJ5/gxz/+MT7/+c9j1qxZaGlpGfDj19XV4cYbb8Sf/vQnfO9738Nvf/vbYXw2REREREREg8d5EhGNVSyiExENg6VLl6K5uRn/+I//iHfeeQfbtm3DSy+9hOuvvx6maaKsrAwVFRX4zW9+gy1btuCVV17BrbfeOqDH/pd/+Re8+OKL2L59O/7+97/jlVdewaxZs4b5GREREREREQ0O50lENFaxiE5ENAzGjx+PN998E6Zp4vzzz8fcuXNx8803IxaLQdM0aJqGRx99FO+//z7mzp2LW265BXfdddeAHts0TSxduhSzZs3CBRdcgBkzZuBXv/rVMD8jIiIiIiKiweE8iYjGKiGllG5vBBERERERERERERHRaMROdCIiIiIiIiIiIiKiPrCITkRERERERERERETUBxbRiYiIiIiIiIiIiIj6wCI6EREREREREREREVEfWEQnIiIiIiIiIiIiIuoDi+hERERERERERERERH1gEZ2IiIiIiIiIiIiIqA8sohMRERERERERERER9YFFdCIiIiIiIiIiIiKiPrCITkRERERERERERETUBxbRiYiIiIiIiIiIiIj68P8Hz6QxplmFBn0AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(15, 10))\n", + "\n", + "for j, rating in enumerate(rating_columns):\n", + " \n", + " plt_index = j + 1 \n", + " plt.subplot(3, 2, plt_index) \n", + "\n", + " sns.lineplot(data=ratings_top_styles, x='year', y=rating, hue='style_simp', markers=True, dashes=False)\n", + "\n", + " plt.xlabel('Years')\n", + " plt.ylabel(f'{rating.capitalize()}')\n", + " plt.xticks(rotation=45)\n", + "\n", + " if plt_index == 1:\n", + " plt.legend(title='Beer styles', loc='upper left', bbox_to_anchor=(1, 1))\n", + " else:\n", + " plt.legend([], [], frameon=False)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a387ab7c", + "metadata": {}, + "source": [ + "We can observe from the plots that there has been a clear increase in ratings for the **Pale Lager** beers from around 2012 to 2017. For the other beer styles, there seem to have been a general increase from 2006 to 2017 but it is harder to evaluate. Moreover, it seems that around 2010 to 2012, there has been a decrease in ratings for almost all beer types, followed then by an increase until 2017." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b5861d5", + "metadata": {}, + "outputs": [], + "source": [ + "anova_year_rating_style = anova_test(ratings_top_styles, rating_column='rating', timescale='year', category='style_simp') " + ] + }, + { + "cell_type": "markdown", + "id": "126ceaae", + "metadata": {}, + "source": [ + "The ANOVA and Tukey HSD taking a lot of space, the important values from those tests are described below. This is not an extensive description but an idea of a validation for the general trend seen on the graph.\n", + "\n", + "From 2006 to 2017, the **Pale Lager** style has indeed increase its rating by 0.46 points; the most significant increase is as seen on the graph between 2012 and 2017, it has increased by 0.62 points. The ratings were stable from 2006 to 2010, it decreased then by 0.16 until 2012 before the increase. \n", + "\n", + "Other styles such as **Pale Ale** followed the same trend but with less differences; the ratings were stable from 2006 to 2008, an initial increase from 2008 to 2011 of 0.1 points followed by a decrease of 0.08 points in 2012 and then an increase of 0.18 points from 2012 to 2017.\n", + "\n", + "The **Bitter** style shows almost no significant variation in ratings throughout the years. Small fluctuations of about 0.1 points occur, for example the same decrease in between 2011 and 2012 is observed (~0.1) followed by an increase of 0.1 until 2017." + ] + }, + { + "cell_type": "markdown", + "id": "85875da2", + "metadata": {}, + "source": [ + "#### By alcohol concentration" + ] + }, + { + "cell_type": "markdown", + "id": "ab3bf42d", + "metadata": {}, + "source": [ + "In this section, we analyze the impact of the concentration of alcohol on the rating of a beer across years. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cb61999e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(15, 10))\n", + "\n", + "for j, rating in enumerate(rating_columns):\n", + " \n", + " plt_index = j + 1 \n", + " plt.subplot(3, 2, plt_index) \n", + "\n", + " sns.lineplot(data=ratings, x='year', y=rating, hue='abv_category', style='abv_category', markers=True, dashes=False)\n", + "\n", + " plt.xlabel('Years')\n", + " plt.ylabel(f'{rating.capitalize()}')\n", + " plt.xticks(rotation=45)\n", + "\n", + " if plt_index == 1:\n", + " plt.legend(title='Alcohol concentration', loc='upper left', bbox_to_anchor=(1, 1))\n", + " else:\n", + " plt.legend([], [], frameon=False)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "522d4c65", + "metadata": {}, + "source": [ + "Across years, all metric have the same evolution trend for all alcohol concentrations, except for the overall score which shows more variability. We observe the same general trend as when the beers were separated by style; a slight increase from 2006 to 2011, a decrease between 2011 and 2012, followed by an increase until 2017. \n", + "\n", + "Besides, we can also observe that the higher the alcohol content, the more a beer is liked. The lower concentration in alcohol consistently obtain lower scores. " + ] + }, + { + "cell_type": "markdown", + "id": "3d2eb3f919c3f3df", + "metadata": {}, + "source": [ + "### By states" + ] + }, + { + "cell_type": "markdown", + "id": "e31a1b670e868b4", + "metadata": {}, + "source": [ + "In this section, we analyze whether the users’ regions of origin influence their ratings across different seasons. The four regions (South, Midwest, Northeast, and West) experience different climate conditions. For example, winters in the Northeast are typically much colder than those in the South. These seasonal climate differences may shape user preferences and, consequently, their ratings. By examining these patterns, we aim to understand if and how seasonal variations across regions impact user ratings." + ] + }, + { + "cell_type": "markdown", + "id": "3e9653f265c88d65", + "metadata": {}, + "source": [ + "#### Comparaison by states" + ] + }, + { + "cell_type": "markdown", + "id": "dcc14c52b2489f87", + "metadata": {}, + "source": [ + "First, we need to ensure that the number of ratings is relatively consistent across each category:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f5eae2c110157b3", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:36:12.539397Z", + "start_time": "2024-11-15T13:36:11.980095Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/47/c40ytxbj0m7bhys1v6spbm_40000gn/T/ipykernel_47912/907390544.py:1: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + " ratings_count = ratings.groupby(['region', 'season'])['overall'].count().reset_index()\n", + "/var/folders/47/c40ytxbj0m7bhys1v6spbm_40000gn/T/ipykernel_47912/907390544.py:4: FutureWarning: The default value of observed=False is deprecated and will change to observed=True in a future version of pandas. Specify observed=False to silence this warning and retain the current behavior\n", + " pivot_table = ratings_count.pivot_table(\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ratings_count = ratings.groupby(['region', 'season'])['overall'].count().reset_index()\n", + "ratings_count = ratings_count.rename(columns={'overall': 'rating_count'})\n", + "\n", + "pivot_table = ratings_count.pivot_table(\n", + " index='region', columns='season', values='rating_count', fill_value=0\n", + ")\n", + "\n", + "sns.heatmap(pivot_table, cbar_kws={'label': 'Rating count'})\n", + "plt.title(\"Rating counts by region, and season\")\n", + "plt.xlabel(\"Season\")\n", + "plt.ylabel(\"Region\")\n", + "plt.xticks(rotation=45, ha='right')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c2670da58a38ee61", + "metadata": {}, + "source": [ + "There are more ratings from users in the Northeast, which is expected given that states like New York and Pennsylvania are more prominently represented among the users." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9d32b1009ecb38d4", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:38:42.696464Z", + "start_time": "2024-11-15T13:36:18.420934Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rating_columns = ['aroma', 'palate', 'appearance', 'taste', 'overall', 'rating']\n", + "\n", + "\n", + "plt.figure(figsize=(15, 10))\n", + "\n", + "for j, rating in enumerate(rating_columns):\n", + " \n", + " plt_index = j + 1 \n", + " plt.subplot(3, 2, plt_index) \n", + "\n", + " sns.lineplot(data=ratings, x='season', y=rating, hue='region', style='region', markers=True, dashes=False)\n", + "\n", + " plt.xlabel('Season')\n", + " plt.ylabel(f'{rating.capitalize()}')\n", + " plt.xticks(rotation=45)\n", + "\n", + " if plt_index == 1:\n", + " plt.legend(title='Region', loc='upper left', bbox_to_anchor=(1, 1))\n", + " else:\n", + " plt.legend([], [], frameon=False)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "ff8c68cfad479b2c", + "metadata": {}, + "source": [ + "We observe a similar trend across all rating categories (aroma, palate, taste, appearance, overall, and rating). Therefore, we can continue the analysis by focusing on the ‘rating’ variable, which serves as a composite score derived from the other five ratings.\n", + "\n", + "South users give the lowest ratings across all season." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5e5d939b362b33a8", + "metadata": {}, + "outputs": [], + "source": [ + "from src.scripts.script import seasonal_region_test" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bbe4b23334992b83", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T21:00:43.654961Z", + "start_time": "2024-11-13T21:00:41.615876Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Season: Summer, Rating Column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast -0.0011 0.8359 -0.0044 0.0022 False\n", + " Midwest South -0.0234 0.0 -0.0269 -0.02 True\n", + " Midwest West 0.0145 0.0 0.0107 0.0182 True\n", + "Northeast South -0.0224 0.0 -0.0257 -0.0191 True\n", + "Northeast West 0.0156 0.0 0.0119 0.0192 True\n", + " South West 0.0379 0.0 0.0342 0.0417 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "Season: Winter, Rating Column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast 0.0019 0.4564 -0.0014 0.0053 False\n", + " Midwest South -0.0348 0.0 -0.0383 -0.0312 True\n", + " Midwest West 0.0047 0.0097 0.0008 0.0086 True\n", + "Northeast South -0.0367 0.0 -0.0401 -0.0333 True\n", + "Northeast West 0.0028 0.2265 -0.001 0.0065 False\n", + " South West 0.0395 0.0 0.0356 0.0434 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "Season: Spring, Rating Column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "=========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "---------------------------------------------------------\n", + " Midwest Northeast -0.0003 0.995 -0.0035 0.0029 False\n", + " Midwest South -0.03 0.0 -0.0334 -0.0266 True\n", + " Midwest West 0.0067 0.0 0.003 0.0104 True\n", + "Northeast South -0.0297 0.0 -0.033 -0.0264 True\n", + "Northeast West 0.007 0.0 0.0034 0.0106 True\n", + " South West 0.0367 0.0 0.033 0.0405 True\n", + "---------------------------------------------------------\n", + "--------------------------------------------------\n", + "Season: Fall, Rating Column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "=========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "---------------------------------------------------------\n", + " Midwest Northeast -0.0022 0.377 -0.0056 0.0013 False\n", + " Midwest South -0.032 0.0 -0.0357 -0.0284 True\n", + " Midwest West 0.0093 0.0 0.0054 0.0133 True\n", + "Northeast South -0.0299 0.0 -0.0334 -0.0264 True\n", + "Northeast West 0.0115 0.0 0.0076 0.0153 True\n", + " South West 0.0413 0.0 0.0373 0.0453 True\n", + "---------------------------------------------------------\n", + "--------------------------------------------------\n" + ] + } + ], + "source": [ + "anova_results= seasonal_region_test(ratings, rating_column='rating') " + ] + }, + { + "cell_type": "markdown", + "id": "ce658838b7ae0227", + "metadata": {}, + "source": [ + "In all seasons, the South region consistently shows significant differences when compared to the other regions, with the West and Midwest regions also exhibiting notable differences." + ] + }, + { + "cell_type": "markdown", + "id": "4df252fa157d489f", + "metadata": {}, + "source": [ + "#### Comparaison by states and alcohol content\n", + "\n", + "First, we need to ensure that the number of ratings is relatively consistent across each category:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9947ec7315c6a082", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:38:57.758243Z", + "start_time": "2024-11-15T13:38:56.878785Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/47/c40ytxbj0m7bhys1v6spbm_40000gn/T/ipykernel_47912/666525292.py:1: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + " ratings_count = ratings.groupby(['abv_category', 'region', 'season'])['overall'].count().reset_index()\n", + "/var/folders/47/c40ytxbj0m7bhys1v6spbm_40000gn/T/ipykernel_47912/666525292.py:4: FutureWarning: The default value of observed=False is deprecated and will change to observed=True in a future version of pandas. Specify observed=False to silence this warning and retain the current behavior\n", + " pivot_table = ratings_count.pivot_table(\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ratings_count = ratings.groupby(['abv_category', 'region', 'season'])['overall'].count().reset_index()\n", + "ratings_count = ratings_count.rename(columns={'overall': 'rating_count'})\n", + "\n", + "pivot_table = ratings_count.pivot_table(\n", + " index='abv_category', columns=['region', 'season'], values='rating_count', fill_value=0\n", + ")\n", + "\n", + "sns.heatmap(pivot_table, cbar_kws={'label': 'Rating count'})\n", + "plt.title(\"Rating counts by ABV category, region, and season\")\n", + "plt.xlabel(\"Region and season\")\n", + "plt.ylabel(\"ABV category\")\n", + "plt.xticks(rotation=45, ha='right')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "55f0250351cfe9d2", + "metadata": {}, + "source": [ + "The middle abv category has the highest rating count, this is expected as we used 25-50% quantile and the other abv category only 25% of the total number of ratings. There are however more ratings for the Northeast users during winter. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5038f1464a5853d2", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:41:14.122269Z", + "start_time": "2024-11-15T13:41:10.739135Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/47/c40ytxbj0m7bhys1v6spbm_40000gn/T/ipykernel_47912/531321941.py:2: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + " grouped_ratings = ratings.groupby(['season', 'region', 'abv_category'])[rating_columns].mean().reset_index()\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rating_columns = ['aroma', 'palate', 'appearance', 'taste', 'overall', 'rating']\n", + "grouped_ratings = ratings.groupby(['season', 'region', 'abv_category'])[rating_columns].mean().reset_index()\n", + "\n", + "# All ABV categories\n", + "abvs = grouped_ratings['abv_category'].unique()\n", + "\n", + "plt.figure(figsize=(20, 30))\n", + "\n", + "\n", + "for j, rating in enumerate(rating_columns):\n", + " for i, abv in enumerate(abvs):\n", + " \n", + " # Calculate the plot index for the grid\n", + " plt_index = j * len(abvs) + i + 1\n", + " plt.subplot(6, 3, plt_index)\n", + " \n", + " # Filter data for the ABV category\n", + " abv_data = grouped_ratings[grouped_ratings['abv_category'] == abv]\n", + " \n", + " sns.lineplot(data=abv_data, x='season', y=rating, hue='region', style='region', markers=True, dashes=False)\n", + " \n", + " plt.title(f'{abv} alcohol content')\n", + " plt.xlabel('season')\n", + " plt.ylabel(f'{rating.capitalize()}')\n", + " plt.xticks(rotation=45)\n", + " \n", + " if plt_index == 1:\n", + " plt.legend(title='region', loc='upper left', bbox_to_anchor=(1, 1))\n", + " else:\n", + " plt.legend([], [], frameon=False)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "bc0c005c54297942", + "metadata": {}, + "source": [ + "We observe a similar trend across all rating categories (aroma, palate, taste, appearance, overall, and rating). Therefore, we can continue the analysis by focusing on the ‘rating’ variable, which serves as a composite score derived from the other five ratings." + ] + }, + { + "cell_type": "markdown", + "id": "afb1ba27dfb37eaa", + "metadata": {}, + "source": [ + "**statistical analysis:**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2244a494e0eca228", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T20:38:42.727018Z", + "start_time": "2024-11-13T20:38:42.723317Z" + } + }, + "outputs": [], + "source": [ + "from src.scripts.script import seasonal_region_abv_test" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c126fddd17ecbf1", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T20:37:10.371124Z", + "start_time": "2024-11-13T20:37:09.460504Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "season: Summer, ABV category: low, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast 0.0382 0.0 0.0306 0.0457 True\n", + " Midwest South -0.0143 0.0 -0.0222 -0.0064 True\n", + " Midwest West 0.0391 0.0 0.0301 0.0481 True\n", + "Northeast South -0.0525 0.0 -0.0599 -0.045 True\n", + "Northeast West 0.0009 0.9924 -0.0077 0.0096 False\n", + " South West 0.0534 0.0 0.0445 0.0623 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Winter, ABV category: low, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast 0.0425 0.0 0.0333 0.0517 True\n", + " Midwest South -0.0232 0.0 -0.0328 -0.0137 True\n", + " Midwest West 0.033 0.0 0.0222 0.0438 True\n", + "Northeast South -0.0657 0.0 -0.0748 -0.0566 True\n", + "Northeast West -0.0094 0.0932 -0.0199 0.001 False\n", + " South West 0.0563 0.0 0.0455 0.067 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Spring, ABV category: low, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast 0.0344 0.0 0.0263 0.0426 True\n", + " Midwest South -0.011 0.0054 -0.0195 -0.0024 True\n", + " Midwest West 0.0406 0.0 0.0309 0.0503 True\n", + "Northeast South -0.0454 0.0 -0.0536 -0.0373 True\n", + "Northeast West 0.0062 0.328 -0.0032 0.0155 False\n", + " South West 0.0516 0.0 0.0419 0.0613 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Fall, ABV category: low, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast 0.0381 0.0 0.0294 0.0468 True\n", + " Midwest South -0.0134 0.0009 -0.0225 -0.0043 True\n", + " Midwest West 0.0469 0.0 0.0367 0.0572 True\n", + "Northeast South -0.0515 0.0 -0.0602 -0.0428 True\n", + "Northeast West 0.0088 0.0974 -0.001 0.0187 False\n", + " South West 0.0603 0.0 0.0501 0.0705 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n" + ] + } + ], + "source": [ + "anova_results_low = seasonal_region_abv_test(ratings, abv_category='low', rating_column='rating')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5b5b7cb96275f9ee", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T20:23:19.568364Z", + "start_time": "2024-11-13T20:23:18.457788Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "season: Summer, ABV category: high, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast -0.0291 0.0 -0.0346 -0.0236 True\n", + " Midwest South -0.0152 0.0 -0.0209 -0.0096 True\n", + " Midwest West -0.0118 0.0 -0.0179 -0.0058 True\n", + "Northeast South 0.0138 0.0 0.0082 0.0194 True\n", + "Northeast West 0.0172 0.0 0.0113 0.0232 True\n", + " South West 0.0034 0.4794 -0.0027 0.0095 False\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Winter, ABV category: high, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast -0.0348 0.0 -0.0399 -0.0296 True\n", + " Midwest South -0.0378 0.0 -0.0432 -0.0324 True\n", + " Midwest West -0.0253 0.0 -0.031 -0.0195 True\n", + "Northeast South -0.003 0.4712 -0.0083 0.0023 False\n", + "Northeast West 0.0095 0.0001 0.0038 0.0152 True\n", + " South West 0.0125 0.0 0.0066 0.0184 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Spring, ABV category: high, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast -0.0276 0.0 -0.0326 -0.0226 True\n", + " Midwest South -0.0257 0.0 -0.031 -0.0204 True\n", + " Midwest West -0.0199 0.0 -0.0256 -0.0143 True\n", + "Northeast South 0.0019 0.795 -0.0034 0.0071 False\n", + "Northeast West 0.0077 0.0025 0.0021 0.0133 True\n", + " South West 0.0058 0.0514 -0.0 0.0116 False\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Fall, ABV category: high, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "=========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "---------------------------------------------------------\n", + " Midwest Northeast -0.034 0.0 -0.0397 -0.0283 True\n", + " Midwest South -0.0341 0.0 -0.04 -0.0282 True\n", + " Midwest West -0.0193 0.0 -0.0256 -0.0131 True\n", + "Northeast South -0.0001 1.0 -0.006 0.0059 False\n", + "Northeast West 0.0147 0.0 0.0084 0.021 True\n", + " South West 0.0147 0.0 0.0083 0.0212 True\n", + "---------------------------------------------------------\n", + "--------------------------------------------------\n" + ] + } + ], + "source": [ + "anova_results_high = seasonal_region_abv_test(ratings, abv_category='high', rating_column='rating')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9e6d8d83d1dc6620", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-13T20:27:27.845084Z", + "start_time": "2024-11-13T20:27:26.369170Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "season: Summer, ABV category: middle, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast 0.0164 0.0 0.0121 0.0208 True\n", + " Midwest South -0.0191 0.0 -0.0237 -0.0145 True\n", + " Midwest West -0.0006 0.9876 -0.0056 0.0043 False\n", + "Northeast South -0.0355 0.0 -0.0399 -0.0312 True\n", + "Northeast West -0.0171 0.0 -0.0218 -0.0123 True\n", + " South West 0.0185 0.0 0.0135 0.0234 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Winter, ABV category: middle, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "=========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "---------------------------------------------------------\n", + " Midwest Northeast 0.0305 0.0 0.026 0.0349 True\n", + " Midwest South -0.0122 0.0 -0.0169 -0.0075 True\n", + " Midwest West 0.0112 0.0 0.0061 0.0164 True\n", + "Northeast South -0.0426 0.0 -0.0471 -0.0382 True\n", + "Northeast West -0.0192 0.0 -0.0242 -0.0143 True\n", + " South West 0.0234 0.0 0.0182 0.0286 True\n", + "---------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Spring, ABV category: middle, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast 0.0243 0.0 0.02 0.0286 True\n", + " Midwest South -0.0194 0.0 -0.024 -0.0148 True\n", + " Midwest West 0.0044 0.1062 -0.0006 0.0093 False\n", + "Northeast South -0.0437 0.0 -0.0481 -0.0394 True\n", + "Northeast West -0.0199 0.0 -0.0247 -0.0152 True\n", + " South West 0.0238 0.0 0.0188 0.0288 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n", + "season: Fall, ABV category: middle, rating column: rating\n", + "ANOVA p-value: 0.0000 - Significant difference between regions\n", + " Multiple Comparison of Means - Tukey HSD, FWER=0.05 \n", + "==========================================================\n", + " group1 group2 meandiff p-adj lower upper reject\n", + "----------------------------------------------------------\n", + " Midwest Northeast 0.0221 0.0 0.0176 0.0266 True\n", + " Midwest South -0.0182 0.0 -0.023 -0.0134 True\n", + " Midwest West 0.0076 0.0009 0.0025 0.0128 True\n", + "Northeast South -0.0403 0.0 -0.0449 -0.0358 True\n", + "Northeast West -0.0145 0.0 -0.0195 -0.0095 True\n", + " South West 0.0258 0.0 0.0206 0.0311 True\n", + "----------------------------------------------------------\n", + "--------------------------------------------------\n" + ] + } + ], + "source": [ + "anova_results_middle = seasonal_region_abv_test(ratings, abv_category='middle', rating_column='rating')" + ] + }, + { + "cell_type": "markdown", + "id": "4b8e80912c04a804", + "metadata": {}, + "source": [ + "The ratings made by users in different regions (South, Midwest, Northeast, and West) are statistically significant." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bb87720af0aee695", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T13:57:14.691631Z", + "start_time": "2024-11-15T13:57:14.443149Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "abvs = ['low', 'middle', 'high'] \n", + "\n", + "plt.figure(figsize=(15, 6)) \n", + "\n", + "for j, abv in enumerate(abvs):\n", + " plt_index = j + 1 \n", + " plt.subplot(1, 3, plt_index) \n", + " \n", + " abv_data = grouped_ratings[grouped_ratings['abv_category'] == abv]\n", + " \n", + " sns.lineplot(data=abv_data, x='season', y='rating', hue='region', style='region', markers=True, dashes=False)\n", + " \n", + " plt.title(f'{abv.capitalize()} alcohol content')\n", + " plt.xlabel('Season')\n", + " plt.ylabel('Rating')\n", + " plt.xticks(rotation=45)\n", + "\n", + "plt.tight_layout() \n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "fb8d9ff1cd3278c7", + "metadata": {}, + "source": [ + " West users give higher ratings for low alcohol content in Spring and Fall than Northeast users but not in Winter. Across all seasons, Northeast users give higher ratings for middle alcohol content, Midwest users for higher alcohol content and Northest and West users for lower alcohol content. " + ] + }, + { + "cell_type": "markdown", + "id": "3aac87798239f41b", + "metadata": {}, + "source": [ + "#### Comparaison by states and alcohol content" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b42bf6975fd3d384", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:12:04.118310Z", + "start_time": "2024-11-15T14:12:03.466753Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/47/c40ytxbj0m7bhys1v6spbm_40000gn/T/ipykernel_47912/2822714123.py:1: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + " best_rated = ratings.groupby(['season', 'region', 'style_simp'])['rating'].mean().reset_index()\n", + "/var/folders/47/c40ytxbj0m7bhys1v6spbm_40000gn/T/ipykernel_47912/2822714123.py:7: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + " top_3 = best_rated.groupby(['season', 'region']).head(1).reset_index(drop=True)\n" + ] + } + ], + "source": [ + "best_rated = ratings.groupby(['season', 'region', 'style_simp'])['rating'].mean().reset_index()\n", + "\n", + "# Sort the values by rating in descending order\n", + "best_rated = best_rated.sort_values(by=['season', 'region', 'rating'], ascending=[True, True, False])\n", + "\n", + "# Get top 3 beer styles for each region and season\n", + "top_3 = best_rated.groupby(['season', 'region']).head(1).reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2ba9367b63c1c424", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:12:12.490140Z", + "start_time": "2024-11-15T14:12:11.943170Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "unique_styles = top_3['style_simp'].unique()\n", + "style_palette = sns.color_palette(\"Set2\", n_colors=len(unique_styles)) \n", + "style_color_map = {style: style_palette[i] for i, style in enumerate(unique_styles)}\n", + "\n", + "fig, axes = plt.subplots(4, 4, figsize=(20, 15))\n", + "axes = axes.flatten()\n", + "\n", + "regions = top_3['region'].unique()\n", + "seasons = ['Spring', 'Summer', 'Fall', 'Winter']\n", + "\n", + "for i, region in enumerate(regions):\n", + " for j, season in enumerate(seasons):\n", + " ax = axes[i * 4 + j]\n", + " \n", + " data = top_3[(top_3['region'] == region) & (top_3['season'] == season)]\n", + " \n", + " palette = [style_color_map[style] for style in data['style_simp']]\n", + " \n", + " sns.barplot(x='style_simp', y='rating', data=data, ax=ax, hue='style_simp', palette=palette, legend=False)\n", + " \n", + " ax.set_title(f'{region} - {season}', fontsize=12)\n", + " ax.set_xlabel('Beer style', fontsize=10)\n", + " ax.set_ylabel('Rating', fontsize=10)\n", + " ax.set_xticks(range(len(data['style_simp'])))\n", + " ax.set_xticklabels(data['style_simp'], rotation=45, ha='right')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "dcc2213edb99a305", + "metadata": {}, + "source": [ + "The beer style the highest rated is not always the same across season and region. For example, in Summer, for all regions the highest beer style rated is Stout but not for the Northeast region that prefers Lambic Fruit in Summer. The West users tend to change each season the top1 rated beer while the Northeast users always have the Lambic Fruit highest ranked in Summer except in Winter." + ] + }, + { + "cell_type": "markdown", + "id": "a3bcc0b6d1a4398", + "metadata": {}, + "source": [ + "## Sentiment analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "bf39ad593bd00fe2", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:42:57.719252Z", + "start_time": "2024-11-15T14:42:57.712018Z" + } + }, + "outputs": [], + "source": [ + "def preprocess_text(text):\n", + " words = re.findall(r'\\b\\w+\\b', text.lower()) \n", + " return words" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "122962c962a73894", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:45:06.011893Z", + "start_time": "2024-11-15T14:43:01.262771Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 4%|▍ | 85955/2241334 [00:00<00:12, 174705.62it/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [00:05<00:00, 442405.39it/s]\n", + "100%|██████████| 2241334/2241334 [19:26<00:00, 1921.49it/s] \n" + ] + } + ], + "source": [ + "\n", + "tqdm.pandas()\n", + "# Remove rows where 'text' is NaN or not a string\n", + "reviews_clean = reviews[reviews['text'].progress_apply(lambda x: isinstance(x, str))]\n", + "\n", + "# Now apply the preprocess_text function\n", + "reviews_clean['cleaned_tokens'] = reviews_clean ['text'].progress_apply(preprocess_text)\n", + "\n", + "# Optionally, if you want to update the original reviews DataFrame, you can merge it back\n", + "\n", + "reviews = reviews_clean" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c85f60150d748cc6", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:49:27.532174Z", + "start_time": "2024-11-15T14:49:27.090240Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[nltk_data] Downloading package stopwords to\n", + "[nltk_data] C:\\Users\\marin\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package stopwords is already up-to-date!\n" + ] + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nltk.download('stopwords')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "50cf87ad61241d95", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:53:26.811587Z", + "start_time": "2024-11-15T14:50:53.355448Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Processing: 90%|████████▉ | 2016850/2241334 [02:24<00:17, 13018.83it/s]" + ] + } + ], + "source": [ + "# Flatten the list of words from all reviews\n", + "all_words = [word for review_us in tqdm(reviews['cleaned_tokens'],desc=\"Processing\") for word in review_us]\n", + "stop_words = set(stopwords.words('english'))\n", + "words = [word for word in tqdm(all_words, desc=\"Processing\") if word.isalpha() and word not in stop_words and word.lower() != \"beer\"]\n", + "\n", + "# Count word frequencies\n", + "word_freq = Counter(words)\n", + "top_20_words = word_freq.most_common(20)\n", + "\n", + "# Print top 20 most common words\n", + "print(top_20_words)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cf28bf738cb949b4", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:56:03.069997Z", + "start_time": "2024-11-15T14:56:00.811501Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate the word cloud\n", + "wordcloud = WordCloud(width=800, height=400, background_color= 'white').generate_from_frequencies(word_freq)\n", + "\n", + "plt.figure(figsize=(10,5))\n", + "plt.imshow(wordcloud, interpolation='bilinear')\n", + "plt.axis('off')\n", + "plt.title('Word cloud of the most common words used in the US beer reviews')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5ba256654c2538b8", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:57:31.766633Z", + "start_time": "2024-11-15T14:57:24.237599Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "words, counts = zip(*top_20_words)\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(words, counts, color='skyblue')\n", + "plt.xticks(rotation=45, ha='right')\n", + "plt.xlabel('Words')\n", + "plt.ylabel('Frequency')\n", + "plt.title('Top 20 most frequent words in US beer reviews')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "2d771c419308009b", + "metadata": {}, + "source": [ + "From the most common words list we obtained, we can conclude we have a lot of words that are directly related to **beer terminology**, like \"beer\", \"head\", \"tast\"e, \"flavor\", \"malt\", \"carbonation\", etc., indicating that reviewers frequently discuss the sensory attributes of the beer. \n", + "\n", + "We also have a lot of **descriptive terms**, like \"dark\", \"sweet\", \"nice\", \"bit\", \"medium\", which will tell us how people perceive the beer. In further analysis, we will be able to able to match these terms with preference for specific beer types. For example, the use of term \"sweet\" could suggest a preference for sweeter beers, or those with a higher malt content.\n", + "\n", + "Finally, a good proportion among the 20 most common words describe a **positive sentiment**, like \"nice\", \"good\", \"well\", \"like\", etc. As those words are obviously among the most frequently used ones, we can deduce people have a tendancy to rate beers when they have a positive feeling towards them. This will definitely help us finding the beers that receive the most positive reviews.\n", + "\n", + "\n", + "\n", + "To conclude, this is quite satisfactory as we can see the data we obtained will be useful to do further analysis on beer preferences." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38f7b98e27159a19", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T14:58:49.617791Z", + "start_time": "2024-11-15T14:58:49.564922Z" + } + }, + "outputs": [], + "source": [ + "# Initialize VADER sentiment analyzer\n", + "analyzer = SentimentIntensityAnalyzer()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd6342a76030eb2e", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T15:00:02.897682Z", + "start_time": "2024-11-15T15:00:02.886745Z" + } + }, + "outputs": [], + "source": [ + "# Function to compute sentiment\n", + "def get_sentiment(text):\n", + " sentiment = analyzer.polarity_scores(text)['compound']\n", + " return sentiment\n", + "\n", + "# Function to classify words based on sentiment\n", + "def classify_words(word):\n", + " sentiment_score = analyzer.polarity_scores(word)['compound']\n", + " if sentiment_score > 0:\n", + " return word, 'positive'\n", + " elif sentiment_score < 0:\n", + " return word, 'negative'\n", + " return None # Neutral words are ignored\n", + "\n", + "# Analyze sentiment in parallel\n", + "def process_sentiments(top_words):\n", + " print(\"Classifying words...\")\n", + " positive_words = []\n", + " negative_words = []\n", + "\n", + " with ThreadPoolExecutor() as executor:\n", + " results = list(tqdm(executor.map(classify_words, top_words), total=len(top_words), desc=\"Word Classification Progress\"))\n", + " \n", + " # Filter out None values for neutral words and separate positive and negative words\n", + " for result in results:\n", + " if result: # Skip None results\n", + " word, sentiment = result\n", + " if sentiment == 'positive':\n", + " positive_words.append(word)\n", + " elif sentiment == 'negative':\n", + " negative_words.append(word)\n", + " \n", + " print(\"Word classification completed.\")\n", + " return positive_words, negative_words" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "46f271df4a77b", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T15:01:18.888715Z", + "start_time": "2024-11-15T15:01:16.213401Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Classifying words...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Word Classification Progress: 100%|██████████| 5000/5000 [00:00<00:00, 305115.74it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Word classification completed.\n", + "Number of positive words among the top 5000 words: 419\n", + "Number of negative words among the top 5000 words: 256\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# Get the 5000 most common words\n", + "top_5000_words = [word for word, count in word_freq.most_common(5000)]\n", + "\n", + "# Process sentiment classification for the top 50000 words\n", + "positive_words, negative_words = process_sentiments(top_5000_words)\n", + "\n", + "# Count the number of positive and negative words among these 50000 most common words\n", + "num_positive_words = len(set(top_5000_words).intersection(set(positive_words)))\n", + "num_negative_words = len(set(top_5000_words).intersection(set(negative_words)))\n", + "\n", + "print(f\"Number of positive words among the top 5000 words: {num_positive_words}\")\n", + "print(f\"Number of negative words among the top 5000 words: {num_negative_words}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "920d12b5d58d7fac", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T15:02:30.716369Z", + "start_time": "2024-11-15T15:02:30.704270Z" + } + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'Counter' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[1], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m# Count word frequencies for positive and negative words\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m positive_word_freq \u001b[38;5;241m=\u001b[39m \u001b[43mCounter\u001b[49m(positive_words)\n\u001b[0;32m 3\u001b[0m negative_word_freq \u001b[38;5;241m=\u001b[39m Counter(negative_words)\n", + "\u001b[1;31mNameError\u001b[0m: name 'Counter' is not defined" + ] + } + ], + "source": [ + "# Count word frequencies for positive and negative words\n", + "positive_word_freq = Counter(positive_words)\n", + "negative_word_freq = Counter(negative_words)" + ] + }, + { + "cell_type": "markdown", + "id": "3482a7e5c62dcf83", + "metadata": {}, + "source": [ + "We observe there are nearly **twice more positive words than negative words**. This is totally relevent, as we can see on the BeerAdvocate website that users are asked to \"be constructive with criticism\" and to not \"review styles that you know you don't like\"." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f66e6ad5825e288f", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T15:03:43.318020Z", + "start_time": "2024-11-15T15:03:42.856708Z" + } + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'WordCloud' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[1], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m#Generate the word cloud\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m wordcloud \u001b[38;5;241m=\u001b[39m \u001b[43mWordCloud\u001b[49m(width\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m800\u001b[39m, height\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m400\u001b[39m, background_color\u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mwhite\u001b[39m\u001b[38;5;124m'\u001b[39m)\u001b[38;5;241m.\u001b[39mgenerate_from_frequencies(positive_word_freq)\n\u001b[0;32m 4\u001b[0m \u001b[38;5;66;03m#Plot the word cloud\u001b[39;00m\n\u001b[0;32m 5\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m,\u001b[38;5;241m5\u001b[39m))\n", + "\u001b[1;31mNameError\u001b[0m: name 'WordCloud' is not defined" + ] + } + ], + "source": [ + "#Generate the word cloud\n", + "wordcloud = WordCloud(width=800, height=400, background_color= 'white').generate_from_frequencies(positive_word_freq)\n", + "\n", + "#Plot the word cloud\n", + "plt.figure(figsize=(10,5))\n", + "plt.imshow(wordcloud, interpolation='bilinear')\n", + "plt.axis('off')\n", + "plt.title('Word cloud of the most common positive words used in the US beer reviews')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "93925a7e219e5743", + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-15T15:04:53.451378Z", + "start_time": "2024-11-15T15:04:53.045992Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Generate the word cloud\n", + "wordcloud = WordCloud(width=800, height=400, background_color= 'white').generate_from_frequencies(negative_word_freq)\n", + "\n", + "#Plot the word cloud\n", + "plt.figure(figsize=(10,5))\n", + "plt.imshow(wordcloud, interpolation='bilinear')\n", + "plt.axis('off')\n", + "plt.title('Word cloud of the most common negative words used in the US beer reviews')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "905a5670", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
abvappearancearomabeer_idbeer_namebrewery_idbrewery_namedateoverallpalate...styletastetextuser_iduser_namelocationcountrystatesstyle_simpcleaned_tokens
04.53.252.75142544Régab37262Societe des Brasseries du Gabon (SOBRAGA)14400648003.03.25...Euro Pale Lager2.75From a bottle, pours a piss yellow color with ...nmann08.184925nmann08United States, WashingtonUnited StatesWashingtonEuro Pale Lager[from, a, bottle, pours, a, piss, yellow, colo...
14.53.03.519590Barelegs Brew10093Strangford Lough Brewing Company Ltd12351276003.53.5...English Pale Ale4.0Pours pale copper with a thin head that quickl...stjamesgate.163714StJamesGateUnited States, New YorkUnited StatesNew YorkPale Ale[pours, pale, copper, with, a, thin, head, tha...
24.84.254.519827Legbiter10093Strangford Lough Brewing Company Ltd13607532003.753.25...English Pale Ale3.75This was a 12 oz bottle poured into a snifter....brewdude1982.691169brewdude1982United States, North CarolinaUnited StatesNorth CarolinaPale Ale[this, was, a, 12, oz, bottle, poured, into, a...
34.84.03.7519827Legbiter10093Strangford Lough Brewing Company Ltd13577292003.753.5...English Pale Ale3.5Poured from a 12 ounce bottle into a pilsner g...agentmunky.409755AgentMunkyUnited States, New YorkUnited StatesNew YorkPale Ale[poured, from, a, 12, ounce, bottle, into, a, ...
44.83.03.519827Legbiter10093Strangford Lough Brewing Company Ltd13531500002.52.5...English Pale Ale2.5Beer poured from bottle into a Nonic shaped pi...ferrari29.320392ferrari29United States, IllinoisUnited StatesIllinoisPale Ale[beer, poured, from, bottle, into, a, nonic, s...
\n", + "

5 rows × 21 columns

\n", + "
" + ], + "text/plain": [ + " abv appearance aroma beer_id beer_name brewery_id \\\n", + "0 4.5 3.25 2.75 142544 Régab 37262 \n", + "1 4.5 3.0 3.5 19590 Barelegs Brew 10093 \n", + "2 4.8 4.25 4.5 19827 Legbiter 10093 \n", + "3 4.8 4.0 3.75 19827 Legbiter 10093 \n", + "4 4.8 3.0 3.5 19827 Legbiter 10093 \n", + "\n", + " brewery_name date overall palate ... \\\n", + "0 Societe des Brasseries du Gabon (SOBRAGA) 1440064800 3.0 3.25 ... \n", + "1 Strangford Lough Brewing Company Ltd 1235127600 3.5 3.5 ... \n", + "2 Strangford Lough Brewing Company Ltd 1360753200 3.75 3.25 ... \n", + "3 Strangford Lough Brewing Company Ltd 1357729200 3.75 3.5 ... \n", + "4 Strangford Lough Brewing Company Ltd 1353150000 2.5 2.5 ... \n", + "\n", + " style taste text \\\n", + "0 Euro Pale Lager 2.75 From a bottle, pours a piss yellow color with ... \n", + "1 English Pale Ale 4.0 Pours pale copper with a thin head that quickl... \n", + "2 English Pale Ale 3.75 This was a 12 oz bottle poured into a snifter.... \n", + "3 English Pale Ale 3.5 Poured from a 12 ounce bottle into a pilsner g... \n", + "4 English Pale Ale 2.5 Beer poured from bottle into a Nonic shaped pi... \n", + "\n", + " user_id user_name location \\\n", + "0 nmann08.184925 nmann08 United States, Washington \n", + "1 stjamesgate.163714 StJamesGate United States, New York \n", + "2 brewdude1982.691169 brewdude1982 United States, North Carolina \n", + "3 agentmunky.409755 AgentMunky United States, New York \n", + "4 ferrari29.320392 ferrari29 United States, Illinois \n", + "\n", + " country states style_simp \\\n", + "0 United States Washington Euro Pale Lager \n", + "1 United States New York Pale Ale \n", + "2 United States North Carolina Pale Ale \n", + "3 United States New York Pale Ale \n", + "4 United States Illinois Pale Ale \n", + "\n", + " cleaned_tokens \n", + "0 [from, a, bottle, pours, a, piss, yellow, colo... \n", + "1 [pours, pale, copper, with, a, thin, head, tha... \n", + "2 [this, was, a, 12, oz, bottle, poured, into, a... \n", + "3 [poured, from, a, 12, ounce, bottle, into, a, ... \n", + "4 [beer, poured, from, bottle, into, a, nonic, s... \n", + "\n", + "[5 rows x 21 columns]" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(reviews.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "057b13b4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: hoppy\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [01:59<00:00, 18806.21it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: malty\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [02:36<00:00, 14366.97it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: fruity\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [03:09<00:00, 11799.61it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: spicy\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [02:22<00:00, 15709.24it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: citrus\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [17:05<00:00, 2184.95it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: sweet\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [1:47:29<00:00, 347.50it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: bitter\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [01:50<00:00, 20254.44it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: sour\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [4:35:24<00:00, 135.64it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: tart\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [02:22<00:00, 15709.26it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing flavour: crisp\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2241334/2241334 [29:45<00:00, 1254.95it/s] \n" + ] + } + ], + "source": [ + "flavours = ['hoppy', 'malty', 'fruity', 'spicy', 'citrus', 'sweet', 'bitter', 'sour', 'tart', 'crisp']\n", + "\n", + "# count the number of times each flavour appears in the reviews for each flavour\n", + "def count_flavour_occurrences(text, flavour):\n", + " count = text.count(flavour)\n", + " return count\n", + "\n", + "for flavour in flavours:\n", + " print(f\"Processing flavour: {flavour}\")\n", + " reviews[flavour] = reviews['cleaned_tokens'].progress_apply(count_flavour_occurrences, args=(flavour,))\n", + " \n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "802c7093", + "metadata": {}, + "outputs": [], + "source": [ + "# this plot is occurence of each flavour for each month x axis is the month and y axis is the number of total occurences\n", + "\n", + "plt.figure(figsize=(15, 10))\n", + "plt.title('Flavour Occurrences in US Beer Reviews by Month')\n", + "for flavour in flavours:\n", + " sns.lineplot(data=reviews[flavours], x='month', y=flavour, label=flavour)\n", + "plt.xlabel('Month')\n", + "plt.ylabel('Number of Occurrences')\n", + "plt.legend()\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "9fd7f715866ebed9", + "metadata": {}, + "source": [ + "In both wordclouds, we can see there are a **good number of ambiguous words**. For instance, in the negative word cloud, we can see the word \"bitter\", that can be used as a positive or negative adjective, depending on the tastes and preferences of the reviewer.\n", + "\n", + "Moreover, the word \"low\" can refer to something undesirable (\"low quality\" or \"low rating\"), which might trigger a negative sentiment. But in other contexts, it can be neutral or even positive (\"low alcohol content\" which might be appreciated by some consumers).\n", + "\n", + "We will have to take the presence of these ambiguous words into account when we do further analysis. For instance, we can correlate the overall rate given in the review associated to each ambiguous word to understand if this word has a positive or negative meaning." + ] + }, + { + "cell_type": "markdown", + "id": "9a5c3159", + "metadata": {}, + "source": [ + "## Question for TA\n", + "\n", + "We observe a change of around 0.05 of ratings from a season to another, can we consider this change significant enough to further analyse or should we only focus ourselves on the semantic analysis of the reviews?" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}