{ "cells": [ { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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pathscore
0tweets/2021-08-24-07-40.txt15
1tweets/2021-06-22-13-19.txt14
2tweets/2020-07-13-10-03.txt14
3tweets/2022-04-28-12-38.txt13
4tweets/2022-10-20-14-08.txt13
.........
1331tweets/2016-11-08-13-35.txt1
1332tweets/2022-06-16-12-15.txt1
1333tweets/2016-05-12-12-48.txt1
1334tweets/2016-06-01-11-03.txt1
1335tweets/2014-01-28-08-50.txt1
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1336 rows × 2 columns

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" ], "text/plain": [ " path score\n", "0 tweets/2021-08-24-07-40.txt 15\n", "1 tweets/2021-06-22-13-19.txt 14\n", "2 tweets/2020-07-13-10-03.txt 14\n", "3 tweets/2022-04-28-12-38.txt 13\n", "4 tweets/2022-10-20-14-08.txt 13\n", "... ... ...\n", "1331 tweets/2016-11-08-13-35.txt 1\n", "1332 tweets/2022-06-16-12-15.txt 1\n", "1333 tweets/2016-05-12-12-48.txt 1\n", "1334 tweets/2016-06-01-11-03.txt 1\n", "1335 tweets/2014-01-28-08-50.txt 1\n", "\n", "[1336 rows x 2 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# load in data\n", "import pandas as pd\n", "from pathlib import Path\n", "\n", "tweet_df = pd.read_csv('tweets_relevance_list.csv', index_col=0)\n", "\n", "# remove rows with score of zero\n", "tweet_df = tweet_df[tweet_df['score'].gt(0)]\n", "\n", "# remove wrong folder\n", "tweet_df['path'] = tweet_df['path'].str.replace('/home/brian/solveig_master/', '')\n", "\n", "# ensure datatype\n", "tweet_df['path'] = tweet_df['path'].apply(Path)\n", "\n", "tweet_df" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "PeriodIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05', '2011-06',\n", " '2011-07', '2011-08', '2011-09', '2011-10',\n", " ...\n", " '2022-06', '2022-07', '2022-08', '2022-09', '2022-10', '2022-11',\n", " '2022-12', '2023-01', '2023-02', '2023-03'],\n", " dtype='period[M]', length=147)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# define time bins\n", "period_range = pd.period_range(start='2011-01-01', end='2023-03-31', freq='M')\n", "\n", "period_range" ] }, { "cell_type": "code", "execution_count": 8, "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", "
counttotal
2011-0100
2011-0200
2011-0300
2011-0400
2011-0500
.........
2022-1100
2022-1200
2023-0100
2023-0200
2023-0300
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147 rows × 2 columns

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" ], "text/plain": [ " count total\n", "2011-01 0 0\n", "2011-02 0 0\n", "2011-03 0 0\n", "2011-04 0 0\n", "2011-05 0 0\n", "... ... ...\n", "2022-11 0 0\n", "2022-12 0 0\n", "2023-01 0 0\n", "2023-02 0 0\n", "2023-03 0 0\n", "\n", "[147 rows x 2 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# prepare dataframe\n", "df = pd.DataFrame(index=period_range, columns=['count', 'total'])\n", "df.iloc[:, :] = 0 # set all to 0\n", "\n", "df" ] }, { "cell_type": "code", "execution_count": 9, "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", "
counttotal
2011-0100
2011-0200
2011-0300
2011-0400
2011-0500
.........
2022-11230
2022-12290
2023-01190
2023-02200
2023-03150
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147 rows × 2 columns

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" ], "text/plain": [ " count total\n", "2011-01 0 0\n", "2011-02 0 0\n", "2011-03 0 0\n", "2011-04 0 0\n", "2011-05 0 0\n", "... ... ...\n", "2022-11 23 0\n", "2022-12 29 0\n", "2023-01 19 0\n", "2023-02 20 0\n", "2023-03 15 0\n", "\n", "[147 rows x 2 columns]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# count words usage\n", "from datetime import datetime\n", "\n", "for path in tweet_df['path']:\n", " # determine period\n", " ts = datetime.strptime(path.stem, '%Y-%m-%d-%H-%M')\n", " ts = pd.to_datetime(ts).to_period('M')\n", " # increase count\n", " df.loc[ts, 'count'] += 1\n", "\n", "df" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "ename": "KeyboardInterrupt", "evalue": "", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[5], line 8\u001b[0m\n\u001b[1;32m 6\u001b[0m cursor \u001b[39m=\u001b[39m db\u001b[39m.\u001b[39mfind({\u001b[39m'\u001b[39m\u001b[39maccount\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39m@Maersk\u001b[39m\u001b[39m'\u001b[39m})\n\u001b[1;32m 7\u001b[0m time_list \u001b[39m=\u001b[39m \u001b[39mlist\u001b[39m()\n\u001b[0;32m----> 8\u001b[0m \u001b[39mfor\u001b[39;00m element \u001b[39min\u001b[39;00m cursor:\n\u001b[1;32m 9\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m 10\u001b[0m time_list\u001b[39m.\u001b[39mappend(element[\u001b[39m'\u001b[39m\u001b[39mtime\u001b[39m\u001b[39m'\u001b[39m])\n", "File \u001b[0;32m~/Desktop/solveig_master/venv/lib/python3.8/site-packages/pymongo/cursor.py:1248\u001b[0m, in \u001b[0;36mCursor.next\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1246\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__empty:\n\u001b[1;32m 1247\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mStopIteration\u001b[39;00m\n\u001b[0;32m-> 1248\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mlen\u001b[39m(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__data) \u001b[39mor\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_refresh():\n\u001b[1;32m 1249\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__data\u001b[39m.\u001b[39mpopleft()\n\u001b[1;32m 1250\u001b[0m \u001b[39melse\u001b[39;00m:\n", "File \u001b[0;32m~/Desktop/solveig_master/venv/lib/python3.8/site-packages/pymongo/cursor.py:1139\u001b[0m, in \u001b[0;36mCursor._refresh\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1136\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mlen\u001b[39m(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__data)\n\u001b[1;32m 1138\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__session:\n\u001b[0;32m-> 1139\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__session \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m__collection\u001b[39m.\u001b[39;49mdatabase\u001b[39m.\u001b[39;49mclient\u001b[39m.\u001b[39;49m_ensure_session()\n\u001b[1;32m 1141\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__id \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m: \u001b[39m# Query\u001b[39;00m\n\u001b[1;32m 1142\u001b[0m \u001b[39mif\u001b[39;00m (\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__min \u001b[39mor\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__max) \u001b[39mand\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__hint:\n", "File \u001b[0;32m~/Desktop/solveig_master/venv/lib/python3.8/site-packages/pymongo/mongo_client.py:1740\u001b[0m, in \u001b[0;36mMongoClient._ensure_session\u001b[0;34m(self, session)\u001b[0m\n\u001b[1;32m 1735\u001b[0m \u001b[39mreturn\u001b[39;00m session\n\u001b[1;32m 1737\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m 1738\u001b[0m \u001b[39m# Don't make implicit sessions causally consistent. Applications\u001b[39;00m\n\u001b[1;32m 1739\u001b[0m \u001b[39m# should always opt-in.\u001b[39;00m\n\u001b[0;32m-> 1740\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m__start_session(\u001b[39mTrue\u001b[39;49;00m, causal_consistency\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m)\n\u001b[1;32m 1741\u001b[0m \u001b[39mexcept\u001b[39;00m (ConfigurationError, InvalidOperation):\n\u001b[1;32m 1742\u001b[0m \u001b[39m# Sessions not supported.\u001b[39;00m\n\u001b[1;32m 1743\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mNone\u001b[39;00m\n", "File \u001b[0;32m~/Desktop/solveig_master/venv/lib/python3.8/site-packages/pymongo/mongo_client.py:1685\u001b[0m, in \u001b[0;36mMongoClient.__start_session\u001b[0;34m(self, implicit, **kwargs)\u001b[0m\n\u001b[1;32m 1682\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m__start_session\u001b[39m(\u001b[39mself\u001b[39m, implicit, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs):\n\u001b[1;32m 1683\u001b[0m \u001b[39m# Raises ConfigurationError if sessions are not supported.\u001b[39;00m\n\u001b[1;32m 1684\u001b[0m \u001b[39mif\u001b[39;00m implicit:\n\u001b[0;32m-> 1685\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_topology\u001b[39m.\u001b[39;49m_check_implicit_session_support()\n\u001b[1;32m 1686\u001b[0m server_session \u001b[39m=\u001b[39m _EmptyServerSession()\n\u001b[1;32m 1687\u001b[0m \u001b[39melse\u001b[39;00m:\n", "File \u001b[0;32m~/Desktop/solveig_master/venv/lib/python3.8/site-packages/pymongo/topology.py:538\u001b[0m, in \u001b[0;36mTopology._check_implicit_session_support\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 536\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m_check_implicit_session_support\u001b[39m(\u001b[39mself\u001b[39m):\n\u001b[1;32m 537\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_lock:\n\u001b[0;32m--> 538\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_check_session_support()\n", "File \u001b[0;32m~/Desktop/solveig_master/venv/lib/python3.8/site-packages/pymongo/topology.py:554\u001b[0m, in \u001b[0;36mTopology._check_session_support\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 550\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_select_servers_loop(\n\u001b[1;32m 551\u001b[0m any_server_selector, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mget_server_selection_timeout(), \u001b[39mNone\u001b[39;00m\n\u001b[1;32m 552\u001b[0m )\n\u001b[1;32m 553\u001b[0m \u001b[39melif\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_description\u001b[39m.\u001b[39mreadable_servers:\n\u001b[0;32m--> 554\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_select_servers_loop(\n\u001b[1;32m 555\u001b[0m readable_server_selector, \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mget_server_selection_timeout(), \u001b[39mNone\u001b[39;49;00m\n\u001b[1;32m 556\u001b[0m )\n\u001b[1;32m 558\u001b[0m session_timeout \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_description\u001b[39m.\u001b[39mlogical_session_timeout_minutes\n\u001b[1;32m 559\u001b[0m \u001b[39mif\u001b[39;00m session_timeout \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n", "File \u001b[0;32m~/Desktop/solveig_master/venv/lib/python3.8/site-packages/pymongo/topology.py:250\u001b[0m, in \u001b[0;36mTopology._select_servers_loop\u001b[0;34m(self, selector, timeout, address)\u001b[0m\n\u001b[1;32m 244\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_request_check_all()\n\u001b[1;32m 246\u001b[0m \u001b[39m# Release the lock and wait for the topology description to\u001b[39;00m\n\u001b[1;32m 247\u001b[0m \u001b[39m# change, or for a timeout. We won't miss any changes that\u001b[39;00m\n\u001b[1;32m 248\u001b[0m \u001b[39m# came after our most recent apply_selector call, since we've\u001b[39;00m\n\u001b[1;32m 249\u001b[0m \u001b[39m# held the lock until now.\u001b[39;00m\n\u001b[0;32m--> 250\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_condition\u001b[39m.\u001b[39;49mwait(common\u001b[39m.\u001b[39;49mMIN_HEARTBEAT_INTERVAL)\n\u001b[1;32m 251\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_description\u001b[39m.\u001b[39mcheck_compatible()\n\u001b[1;32m 252\u001b[0m now \u001b[39m=\u001b[39m time\u001b[39m.\u001b[39mmonotonic()\n", "File \u001b[0;32m/usr/local/opt/python@3.8/Frameworks/Python.framework/Versions/3.8/lib/python3.8/threading.py:306\u001b[0m, in \u001b[0;36mCondition.wait\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 304\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m 305\u001b[0m \u001b[39mif\u001b[39;00m timeout \u001b[39m>\u001b[39m \u001b[39m0\u001b[39m:\n\u001b[0;32m--> 306\u001b[0m gotit \u001b[39m=\u001b[39m waiter\u001b[39m.\u001b[39;49macquire(\u001b[39mTrue\u001b[39;49;00m, timeout)\n\u001b[1;32m 307\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m 308\u001b[0m gotit \u001b[39m=\u001b[39m waiter\u001b[39m.\u001b[39macquire(\u001b[39mFalse\u001b[39;00m)\n", "\u001b[0;31mKeyboardInterrupt\u001b[0m: " ] } ], "source": [ "from database import connect as connect_db\n", "\n", "db = connect_db()\n", "\n", "# load in all tweet dates\n", "cursor = db.find({'account': '@Maersk'})\n", "time_list = list()\n", "for element in cursor:\n", " try:\n", " time_list.append(element['time'])\n", " except:\n", " print(f\"failed getting {element['_id']}\")\n", " \n", "print(f'got {len(time_list)} tweets')\n", "\n", "with open('tweet_time_list.txt', 'w') as fh:\n", " fh.write('\\n'.join(time_list))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['2023-03-12 10:02:05',\n", " '2023-03-13 12:05:06',\n", " '2023-03-10 12:24:49',\n", " '2023-03-08 08:43:44',\n", " '2023-03-15 11:10:19']" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# load in time list\n", "with open('tweet_time_list.txt', 'r') as fh:\n", " content = fh.read()\n", "\n", "time_list = content.split('\\n')\n", "time_list[:5]" ] }, { "cell_type": "code", "execution_count": 11, "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", "
counttotal
2011-0100
2011-0200
2011-0300
2011-0400
2011-0500
.........
2022-112357
2022-122965
2023-011951
2023-022063
2023-031532
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\n", "
" ], "text/plain": [ " count total\n", "2011-01 0 0\n", "2011-02 0 0\n", "2011-03 0 0\n", "2011-04 0 0\n", "2011-05 0 0\n", "... ... ...\n", "2022-11 23 57\n", "2022-12 29 65\n", "2023-01 19 51\n", "2023-02 20 63\n", "2023-03 15 32\n", "\n", "[147 rows x 2 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# count total tweets\n", "from datetime import datetime\n", "\n", "for time_str in time_list:\n", " # determine period\n", " ts = datetime.strptime(time_str, '%Y-%m-%d %H:%M:%S')\n", " ts = pd.to_datetime(ts).to_period('M')\n", " # increase count\n", " df.loc[ts, 'total'] += 1\n", "\n", "df" ] }, { "cell_type": "code", "execution_count": 12, "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", "
counttotalratio
2011-01000
2011-02000
2011-03000
2011-04000
2011-05000
............
2022-1123570.403509
2022-1229650.446154
2023-0119510.372549
2023-0220630.31746
2023-0315320.46875
\n", "

147 rows × 3 columns

\n", "
" ], "text/plain": [ " count total ratio\n", "2011-01 0 0 0\n", "2011-02 0 0 0\n", "2011-03 0 0 0\n", "2011-04 0 0 0\n", "2011-05 0 0 0\n", "... ... ... ...\n", "2022-11 23 57 0.403509\n", "2022-12 29 65 0.446154\n", "2023-01 19 51 0.372549\n", "2023-02 20 63 0.31746\n", "2023-03 15 32 0.46875\n", "\n", "[147 rows x 3 columns]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# calculate ratio\n", "df['ratio'] = 0\n", "\n", "above_zero_mask = df['total'].gt(0)\n", "\n", "df.loc[above_zero_mask, 'ratio'] = df.loc[above_zero_mask, 'count'] / df.loc[above_zero_mask, 'total']\n", "\n", "df" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4c50bd6f8c9e44138755f12615b3f3d0", "version_major": 2, "version_minor": 0 }, "image/png": 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5RURERERERJQ2QVG8Xq9YsWKF8Hq9+T6UtLz44oti2LBhwm63i2HDholXXnnF+N6MGTPEgAEDhNPpFL/97W/FzTffLC666CIhhBBut1tccsklora2VjidTnH88ceLNWvWCCGE2Llzpxg1apSw2+1i8eLF4u233xa77babcDqdYo899hDPPvus6Nu3r3j55ZeFEEIAEHPnzhVCCDFw4EAxffp04xjmzp0r9KeboijiiiuuEFVVVaJHjx7i2GOPFY888oioqKgQPp9PTJ8+XYwaNUpcd911orS0VAwcOFDMmDHD2NZFF11kHP9dd90lDj/8cCGEENOnTxcDBw40rnfbbbcJh8Mhrr/+euOyxx57TJSXlyf9+R5++OHirrvuirrs119/FSeeeKJwOp2itrZWXHXVVcLj8bTZt8vlEmeddZYoLy8XtbW14swzzxR33nmnGDZsmBBCCJ/PJ4455hhhs9nErFmzhBBCPProo2LgwIHC4XCIAw44QHzyySfGfj0ej7jkkktEeXm5GDBggHj44YdFey/d2Pv9yy+/CADi2WefFUIIEQgERElJibjpppuibvfRRx+JUaNGCZvNJgYPHiwef/zxqO+3d4yLFi0Sffr0ETU1NULTNPG///1P7LvvvsLhcIgBAwaIqVOntvt451NXfc0TEREREREVE0mINOe/ujmfz4e1a9di8ODBXDWtG/rTn/6ETZs24fnnn8/3oVCB4GueiIiIiIio8BV2uBNRlnz//fdYunQpnnzySbz77rv5PhwiIiIiIiIiSgMzsKgofPPNN7jqqqtw2WWXGVlQRERERERERNQ1cIQwBseJiIoLX/NERERERESFjx1YRERERERERERU0FjAIiIiIiIiIiKigsYCFhERERERERERFTQWsIiIiIiIiAB8u6ERlz7/DdbvdOf7UIiIKAYLWERERERERABe+3ojPl65Fe9+tyXfh0JERDFYwOpm/H4/9tprL8ybNy/q8kWLFmHMmDEoKyvD8OHDMW3atPwcYBxr1qzBBx98AABYt24dJEnCunXr8ntQRERERFR0/IoKAGj1KXk+EiIiisUCVjfi8/kwadIkLF++POry+vp6nHDCCRg/fjyWLl2Ke+65B1OmTMHs2bPzdKTRLrnkEnz11Vf5PgwiIiIiKnKyJgAALSxgEREVHEu+D4CyY8WKFTjvvPMghGjzvbfffht9+vTB/fffDwAYOnQo5s6di5dffhkTJkzo7ENtI94xExERERF1NkXVAAAuPwtYRESFhh1Y3cRnn32GI444AgsXLmzzveOPPx7Tp09vc3lzc3PC7UmShNdffx0jR45ESUkJJk2ahLVr1+LII49ESUkJxo0bh82bNxvXf++99zBq1Cg4nU7sscceePPNN43vjR8/Hvfddx+OO+44OJ1ODBs2DHPmzAEATJ48GZ999hnuuecejB8/3rjNW2+9hd122w0lJSU45ZRT0NjYGPc47777blx44YWYMmUKysrKMGjQIHz44Yd44okn0Lt3b9TW1uKxxx4zrt/U1IQLLrgAFRUV6NevH6ZMmQKv12t8/5133sH+++8Ph8OBqqoqTJo0CS6Xy9jXb3/7W1x55ZWoqKhAr1698OCDDyZ8DImIiIioa5HV4AerLp+c5yMhIqJYLGB1E1deeSUeeeQRlJSUtPneoEGDMHr0aOPf27Ztw6uvvoqjjjqq3W3eeeedeO655zB79mzMmjULY8aMwZVXXokFCxagrq7OKN58+umnOOOMM3DhhRfiu+++w6WXXopzzjkHS5YsMbZ13333YdKkSfjxxx+x33774bLLLoOmaXj00Udx6KGH4qabbooqej3//PN49dVXMXfuXCxZsgR///vfEx7na6+9hqqqKnz33Xc45JBDcPbZZ2POnDmYN28err32Wtx0003Yvn07gOC4YnNzM+bPn4+3334bixcvxjXXXAMA+PXXXzFx4kRcddVV+OmnnzBz5kx8/PHHeOaZZ4x9vf7663A4HPj2229xyy234I9//CNWrVrV7uNIRERERF2DHOrAYgYWEVHh4QhhMkIAsic/+7aWAJKU1U16vV6ceeaZ6NOnD37/+9+3e90bbrgBhxxyCABg//33x/Dhw3HWWWcBAM4880wsW7YMAPDEE09g4sSJuP766wEAN954I77++ms8/PDDeOWVVwAAEyZMwOTJkwEAd9xxB/bdd1/U19ejX79+sNlsKCsrQ3V1NVpaWgAADz74IA466CAAwNlnn43vvvsu4XH27NkTf/nLXyBJEiZPnoyZM2fi0UcfxZAhQ3DzzTfjzjvvxC+//IKWlha8/fbbaGhoQGVlJQDg3//+N/bbbz/885//hKZpePzxx3HZZZcBCBb+jj766KhMsZqaGjz88MMwm8245ZZb8Le//Q3ffPMNhg0bluqPgIiIiIgKlMwRQiKigsUCVjKyB7i/X372ffsWwFaatc25XC6ceuqpWLVqFb788kujW6usrMy4zrhx44wVAYcMGWJc7nQ6MWjQoKh/+/1+AMDKlStxxRVXRO1rzJgx+M9//mP8e+jQocb/V1RUAABkOXFr9m677Wb8f2VlJXw+X8LrDh48GFKo0Od0OgHAOFb9336/HytXroSmadhll12ibq9pGn755RcccMABsNvtuO+++/Djjz9i+fLlWL58OS644IKofZnNZuPf5eXl7d4PIiIiIuo6lNAIITuwiIgKDwtYRaKlpQUnnHACfvnlF3z66adRBSW9kwoIF3wAwGKJfnqYTPEnTh0OR5vLVFWFqqrGv202W5vrtBfeHlkkSnbd2ONMdKyKoqCyshLffPNNm+/tsssu+O677zB27Ficcsop+M1vfoMbb7wRU6dOjbpeuveDiIiIiLoOfRVCdmARERUeFrCSsZYEO6Hyte8s0DQNZ5xxBtasWYPPPvsMI0aMiPr+7rvv3qHtDx8+HIsWLcJ1111nXLZw4UIMHz48pdtLWR6TTGT48OFobm6GJElGh9cPP/yAO++8E9OnT8eLL76I3/zmN3jppZeM26xevRojR47slOMjIiIiovySlfAIoRCi0/5OJSKi5FjASkaSsjrGlw/PPvss5s6di3feeQdVVVWor68HEOwmqq6u7vD2b7jhBowdOxajR4/GiSeeiPfeew9vvvkmPvzww5RuX1paitWrV2Pbtm0dPpb2jBw5Escffzx++9vf4vHHH4fZbMZll12G6upqVFVVoaamBt9//z2+/vprVFVV4emnn8bixYujRimJiIiIqPtStGABS9UEvLKKEhtPl4iICgVXISwCs2bNgqZpOOmkk9C3b1/j64wzzsjK9g855BC8+OKLeOqpp7DXXnth+vTpmDlzJo488siUbn/ppZfigw8+wPHHH5+V42nPiy++iMGDB+Ooo47C0UcfjeHDh+PVV18FAFx77bU49NBDcfTRR2Ps2LFYv3497rzzTixdujTnx0VERERE+Ser4WgIF3OwiIgKiiQY4BPF5/Nh7dq1GDx4cNxsJyLqXviaJyIiIt3Yv3+KTY1eAMDHNx6O3XuVJbkFERF1FnZgERERERERIbwKIcAgdyKiQsMCFhEREREREQBZ1Yz/5wghEVFhYQGLiIiIiIgI0QWsVp+cxyMhIqJYLGAREREREREhOsS9lSOEREQFhQUsIiIiIiIiAIrGEUIiokJVUAWs5557DpIktfkymYKHuXTpUhxyyCEoKSnBQQcdhCVLluT5iImIiIiIqDsQQkR1YDHEnYiosBRUAeucc85BXV2d8bVhwwbsvvvuuO666+B2u3HiiSdi3LhxWLJkCcaMGYMJEybA7Xbn+7CJiIiIiKiLUzQR9W9mYBERFZaCKmA5nU706dPH+JoxYwaEEPjb3/6G1157DU6nEw899BBGjhyJqVOnory8HK+//nq+D5uIiIiIiLo4RY0uYLEDi4iosBRUAStSQ0MD/v73v+Nvf/sb7HY7Fi1ahLFjx0KSJACAJEk47LDDsHDhwjwfKRERERERdXWBiBUIAaCVGVhERAWlYAtYTz31FPr164eJEycCAOrq6tCvX7+o6/Tu3RubNm3Kx+EVLL/fj7322gvz5s2LunzRokUYM2YMysrKMHz4cEybNi0/BxjHmjVr8MEHHwAA1q1bB0mSsG7dug5vNxAI4N///neHt5PI5MmTMXny5Kxt7+6778b48eNTvv6gQYPw3HPPdXi/kiS1eb4ksmzZMixYsAAAMG/ePKOgTERERNTVKSxgEREVtIIsYAkhMG3aNEyZMsW4zOPxwG63R13PbrfD7/cn3Z7f70dLS0vUVyq362p8Ph8mTZqE5cuXR11eX1+PE044AePHj8fSpUtxzz33YMqUKZg9e3aejjTaJZdcgq+++irr233llVdw3333ZX273U1dXR3GjBmT0nVPP/10rFq1CgAwZswY1NXV5fLQiIiIiDpNbAYWRwiJiAqLJd8HEM8333yDTZs24dxzzzUuczgcbYpOfr8fJSUlSbf3wAMP4J577om67K677sLdd9+d8jH9sKk55etmw979K9O6/ooVK3DeeedBCNHme2+//Tb69OmD+++/HwAwdOhQzJ07Fy+//DImTJiQlePtiHjHXMjb7W769OmT8nUjH1ObzZbWbYmIiIgKWUCJ7sBysQOLiKigFGQH1v/+9z/85je/QY8ePYzLdtllF9TX10ddr76+Hn379k26vdtuuw3Nzc1RX7fddlvWjzufPvvsMxxxxBFxM8GOP/54TJ8+vc3lzc2Ji3KSJOH111/HyJEjUVJSgkmTJmHt2rU48sgjUVJSgnHjxmHz5s3G9d977z2MGjUKTqcTe+yxB958803je+PHj8d9992H4447Dk6nE8OGDcOcOXMABMfwPvvsM9xzzz1R43NvvfUWdtttN5SUlOCUU05BY2Nj3ONsamrCmWeeiaqqKvTo0QPnn38+WlpaMG/ePFx88cVYv369MZLY0tKC3/3ud+jVqxdsNhtGjBiBt99+O+o+z5gxA3vttRfsdjvGjRuHtWvXGt//4osvsP/++8PpdOLss8+Gx+MxvieEwP3334/BgwfDZrOhX79+UUXT8ePHY8qUKRgyZAgGDBiA1tZWrFixAmPHjkVJSQmOPPJI7NixI+HPAwCefvppDBgwABUVFbj33nujvieEwF//+lf069cPVVVVOPnkk7FhwwYAwK233orDDz886vq33347jj76aON+6yOEmzdvxsSJE9GjRw/Y7XaMGjUK8+fPN+7D+vXrcfHFF2Py5MltRgg3bdqEs88+G9XV1ejZsyeuvfZao+j83HPPYfz48bjrrrvQs2dPVFVV4cYbb2SRkYiIiAoGVyEkIipsBVnA+uqrr3DYYYdFXTZ69GgsWLDAOOEVQmD+/PkYPXp00u3Z7XZUVFREfcWOI3Z1V155JR555JG4HWmDBg2Kepy2bduGV199FUcddVS727zzzjvx3HPPYfbs2Zg1axbGjBmDK6+8EgsWLEBdXR0efPBBAMCnn36KM844AxdeeCG+++47XHrppTjnnHOwZMkSY1v33XcfJk2ahB9//BH77bcfLrvsMmiahkcffRSHHnoobrrppqii1/PPP49XX30Vc+fOxZIlS/D3v/897jHeddddqK+vx/z58zF37lwsW7YM9957L8aMGYOpU6eif//+qKurw6677orrrrsOP//8Mz788EMsX74c48aNw6WXXopAIBC1vcceewxLlizBjh07cMcddwAAtm/fjpNOOgnHHHMMli1bhj322CNqBcwXXngBU6dOxbRp07Bq1SrceeeduPvuu/Htt98a15k+fTpmzJiBt956CzabDRMmTMCQIUPw7bffYuLEiXj66acT/izmzJmD6667Dvfddx8WLlyIxYsXY/369cb3n3jiCbz00kt4+eWXsWjRIvTu3RvHHnssZFnGueeeiy+//BLbtm0zrj9r1qyoDkfd+eefD1VVsXDhQixduhT9+/fHlVdeCQB488030b9/f0ydOhWPPvpo1O0CgQCOPPJIuN1ufPbZZ5g5cyZmz56NP/zhD8Z1FixYgJ9//hnz58/HE088gUcffRQff/xxwvtMRERE1Jnk2AwsjhASERWUghwh/PHHH3H++edHXTZx4kTceuutuP766/H73/8eTz/9NNxuN84+++w8HWXX5PV6ceaZZ6JPnz74/e9/3+51b7jhBhxyyCEAgP333x/Dhw/HWWedBQA488wzsWzZMgDB4snEiRNx/fXXAwBuvPFGfP3113j44YfxyiuvAAAmTJhgBJ7fcccd2HfffVFfX49+/frBZrOhrKwM1dXVaGlpAQA8+OCDOOiggwAAZ599Nr777ru4x7hu3TqUlZVh8ODBKCkpwRtvvAEhBGw2GyorK2E2m40xt8MPPxw33XQT9tprLwDAzTffjGnTpmHr1q3YddddjWM/8sgjAQSLgk888QQAYObMmaitrcXf//53SJKEu+++G++//75xHAMGDMD06dONouAVV1yBe+65B8uXL8eoUaMAACeddJKRNTV79mzs3LkTTz31FEpLSzFixAjMmzcvqsgUadq0afjtb3+LCy64AADwn//8B/379ze+/+CDD+LJJ580utiefvpp9O3bF//73/9w8sknY9iwYXj77bdx+eWX44cffsDatWtxxhlnRO1DCIHTTjsNZ555prHtq6++GieeeCIAoLq6GmazGZWVlaisjB5x/d///ofNmzfjq6++Mjon/+///g8nn3yykUOmqiqeeeYZVFRUYPjw4fjnP/+JxYsX45hjjol7n4mIiIg6k17AMpskqJqAy69ACMFFa4iICkRBdmBt3bo1anwQACoqKvDee+/hiy++wAEHHIBFixbh/fffR2lpaZ6OsutxuVw46aSTsGrVKrz33ntGt1ZZWZnxdcIJJxjXHzJkiPH/TqcTgwYNivq3Ph62cuVKo9ClGzNmDFauXGn8e+jQocb/V1RUAABkOXFb9m677Wb8f2VlJXw+X9zrXXfddViwYAFqa2tx6qmnYvHixRg2bFjc61544YVYtWoVrr32Whx77LFGMUlV1YTHqR/jihUrsO+++0b9AaMX2ADgiCOOQM+ePXHbbbfhtNNOw8CBA1FfXx+17cjHb8WKFRg6dGjU8zdye7FWrFiB/fbbz/h3TU2N8fNxuVzYtGkTzjnnHOPnWFlZiZ07dxqB6+ecc47R4TZr1iwcc8wxqK6ujtqHJEm48sor8emnn+KKK67A+PHjMXHiRGha9KeR8axcuRLDhg2Let2OGTMGiqLgl19+ARBcNVT/2QPRjy8RERFRvilqcNKjymkFAAgBeAJqezchIqJOVJAdWF6vN+7lBx98cNRIFqWupaUFJ5xwAn755Rd8+umnUYUavZMKCBamdBZL9NPDZIpf73Q4HG0uU1U1qnhjs9naXKe9/COz2ZzSdY888khs3LgR//3vfzF79mxcfvnlmDNnDmbMmNHmuhdeeCEWLFiACy64AFdeeSX69u2LQw89NOo6sccZud/YY7DZbHC73QCCHVI33HADLr30Upx55pl4+OGHccQRR0RdP/Zxire99iS6vqIE29tff/11DB8+POo6epHq3HPPxf3334+mpibMmjULt9xyS5vta5qGY445Bk1NTTjnnHNw8sknIxAItOnUiifRcyDyv+k+B4iIiIg6k96BVeawoNkrQ9EEWn0KSu0FecpERFR0+G5cBDRNwxlnnIE1a9bgs88+w4gRI6K+v/vuu3do+8OHD8eiRYtw3XXXGZctXLiwTTElkY60ZT/yyCPYZ599cNFFF+Giiy7Cq6++iosvvhgzZsyI2m5LSwtefvllfPXVV0ankz4CmEoRZa+99sLs2bOhqqpRXFu6dKnRVfWvf/0Ld955p1EYampqwtatWxNue6+99sKqVavQ3NxsjOMtXbq03f0vXrzY+Hdra6vR2VRVVYVevXqhvr7eWFUyEAjg3HPPxS233IJDDz0UI0aMwB577IF//etfWL16NU477bQ2+1ixYgU+//xzbNu2DbW1tQCAJ5980niMJElK+LMaPnw4Vq1ahYaGBqNotnDhQlgsFuy222744YcfEt43IiIiokIghzqwrGYTyhwWNHlkuPwygLYf1BERUecryBFCyq5nn30Wc+fOxbRp01BVVYX6+nrU19ejoaEhK9u/4YYb8MYbb+DRRx/F6tWr8cgjj+DNN9/EVVddldLtS0tLsXr16oT5T+3ZtGkTrrnmGixatAirV6/GG2+8gf3339/YbmNjI1avXg2Hw4HS0lLMmjUL69atw5w5c3DNNdcAgDEK2Z5zzz0XHo/HCIJ/6KGH8OWXXxrfr6mpwccff4xVq1ZhyZIlOOeccyDLcsJtH3300RgwYAAuueQSrFy5Es899xxee+21hPu/5pprMHPmTPz73//GTz/9hMsvvzxqFcQbb7wRf/rTn/Duu+9i9erVuPTSSzF//vyoYuW5556L++67DyeccELUKJ+uqqoKJpMJr776KtavX4833ngDd911V9RjVFpaip9++qnNc+eYY47BkCFDcMEFF+CHH37A3LlzMWXKFJx33nmoqqpK+vgSERER5ZvegWU1m1DuCH7O3+pjkDsRUaFgAasIzJo1C5qm4aSTTkLfvn2Nr1RGw1JxyCGH4MUXX8RTTz2FvfbaC9OnT8fMmTONMPRkLr30UnzwwQc4/vjj0973X//6Vxx22GE45ZRTsO+++8LtduOll14CEBwv3H333bH33nvj+++/x4wZM/DGG29gjz32wI033og77rgDffv2bbfzSdejRw/873//w+LFi7Hvvvvio48+woUXXmh8/9FHH0VLSwv23XdfnHHGGdh3331x+umnJ9y21WrF7Nmz0djYiFGjRuGpp57C1VdfnXD/48aNw/Tp0/HAAw/gwAMPRK9evaIysW6++WZceumluPzyy7Hffvth/fr1mDNnTlQm1bnnnguXyxV39UEA6N+/P5566in8/e9/x5577okHHngAjz32GCwWi3E/rrrqKjzxxBO49NJLo25rNpvxzjvvAAg+H84991yceuqp7a6sSERERFRIFE0vYEkoswdzsFjAIiIqHJJgCE0Un8+HtWvXYvDgwXFzfYioe+FrnoiIiABgzvJ6/P7FJRg1oAoWkwlfr2vAk78dhRP37pvvQyMiIjADi4iIiIiIKGqEUA9ud7EDi4ioYHCEkIiIiIiIip4SEeKuZ2C1+OR8HhIREUVgAYuIiIiIiIpeQI3MwAp1YPnZgUVEVChYwCIiIiIioqKnd2BZzCaUOThCSERUaFjAIiIiIiKiohe5CmGFI7gKITuwiIgKBwtYCXBxRqLiwNc6ERERAUBACYe46yOErezAIiIqGCxgxbBag5+2eDyePB8JEXUG/bWuv/aJiIioOClaaITQFFHAYgcWEVHBsOT7AAqN2WxGVVUVtm3bBgAoKSmBJEl5PioiyjYhBDweD7Zt24aqqiqYzeZ8HxIRERHlkRzqwLJZJGMVQhdXISQiKhgsYMXRp08fADCKWETUfVVVVRmveSIiIipecmQHloMjhEREhYYFrDgkSULfvn3Rq1cvyDI/dSHqrqxWKzuviIiICACgqMEOLItZQrmdIe5ERIWGBax2mM1mntwSERERERUBOVTAspnDHVgudmARERUMhrgTEREREVHRk9XQCKE5IgMroEDTuGIxEVEhYAGLiIiIiIiKnt6BZTWHVyEUAnAH2IVFRFQIWMAiIiIiIqKip4Q6sKxmE+wWE6zm4ErkzMEiIioMLGAREREREVHRk7VQiLtJgiRJKHeEgtyZg0VEVBBYwCIiIiIioqInR3RgATDGCFtYwCIiKggsYBERERERUdFTjAys4OigXsDiCCERUWFgAYuIiIiIiIpeZIg7AJTpKxGyA4uIqCCwgEVEREREREVPHyG0hApYFaECVqtPztsxERFRGAtYRERERERU9BSNI4RERIWMBSwiIiIiIip6shIT4m50YLGARURUCFjAIiIiIiKioieHOrAspmAHVrnDCoAFLCKiQsECFhERERERFT0jxN0S6sAyRgiZgUVEVAhYwCIiIiIioqKnhELcrabgKVK5gxlYRESFhAUsIiIiIiIqenoHliUmxJ0jhEREhYEFLCIiIiIiKnqyGh3izgwsIqLCwgIWEREREREVPUXPwIrpwOIIIRFRYWABi4iIiIiIil4g1IFlic3AYgcWEVFBYAGLiIiIiIiKnqIFO7BslmAHll7AavVxFUIiokLAAhYRERERERU9JaYDSx8hdAdUqJrI23EREVEQC1hERERERFT0AnoGliVUwAp1YAGAO8AxQiKifGMBi4iIiIiIip4R4m4KjhDaLWbYQsUsrkRIRJR/LGAREREREVFRUzUBfUrQYg6fIpXbGeRORFQoWMAiIiIiIqKiJoe6rwDAapaM/9fHCF1+BrkTEeUbC1hERERERFTUlIiQdmtEB5Ye5M4RQiKi/GMBi4iIiIiIipqsRHZgRYwQOljAIiIqFCxgERERERFRUZO1YAFLkgCzKWKE0G4FALj8LGAREeUbC1hERERERFTUZDU4Qmg1RZ8e6R1YDHGnztLkCeCL1duhRYy1ElEQC1hERERERFTUlFCIe2SAOxA5QsgQd+ocd7+zHBc8+zU+W7U934dCVHBYwCIiIiIioqKmd2BZzNGnR0aIO0cIqZOs2+kBAKzd4c7zkRAVHhawiIiIiIioqMlGB1ZMAYsjhNTJmr3Bbr9GTyDPR0JUeFjAIiIiIiKioqboGVixI4R2rkJInaspVLhqcLOARRSLBSwiIiIiIipqgVAHlqVNBhZXIaTOo2mCHVhE7WABi4iIiIiIipqSaISQGVjUiVr9CvTFB9mBRdQWC1hERERERFTUlFDVwGpKlIHFVQgp95o94edZo5vPOaJYLGAREREREVFR00cIrZbYEUJmYFHnafKGu64aOEJI1AYLWEREREREVNT0EHdLTAdWuZ0ZWNR5mqI6sAIQQuTxaIgKDwtYRERERERU1GQjAyu6A0sfIfQEVKgaiwmUW03ecAFL0QSz14hisIBFRERERERFTU4S4g4ALo4RUo41x4wNNjLInSgKC1hERERERFTUjBHCmAKWzWKC3RK8rNXPUG3KrcgRQoArERLFYgGLiIiIiIiKmt6BZYsZIQTCQe7MwaJcixwhBIBGBrkTRWEBi4iIiIiIipqsxQ9xB8JjhFyJkHKtbQcWu/6IIrGARURERERERU0JdWBZ4nZghVYiZAGLcqzZywwsovawgEVEREREREUtPELYTgcWRwgpx/QOrH6VDgBAA0cIiaKwgEVEREREREVNNkLc23ZglekZWOzAohzTM7AG15YCYAcWUSwWsIiIiIiIqKjpHVjWOB1Yeoh7q495RJRbegfW4J7BAhZXISSKxgIWEREREREVNSXUgRW3gGXnKoSUe0IIIwNrcM8yAFyFkCgWC1hERERERFTUZC0U4m5KPELIVQgplzwB1RhlHcIOLKK4WMAiIiIiIqKiJiuhDixLvBD34CqELGBRLundVjaLCX2rHKHLOLZKFIkFLCIiIiIiKmpKqAPLGqcDS8/AcvlZTKDc0fOvqpxWVJfaQpcFoGoin4dFVFBYwCIiIiIioqKWSog7M7Aol5pDKxBWlVjRoyRYwNIE0OJl4ZRIxwIWEREREREVNT17yBKngFVmZwYW5V64A8sGq9lkFE4bGOROZGABi4iIiIiIippidGDFGyEMZmC5WMCiHGoKrUBYWRJ8vuljhI0McicysIBFRERERERFTe/AijdCaHRgcYSQcigyAwuAMUbIlQiJwljAIiIiIiKioqZnYFnidmDpI4TMIqLciczAAiI6sDhCSGRgAYuIiIiIiIpaeyHuegeWT9aM6xFlW1OoUFUV6rwKd2CxcEqkYwGLiIiIiIiKmqLpI4RtO7DKQh1YAODmGCHliD5CWOnUO7CC/2UHFlEYC1hERERERFTUjBFCU9vTI6vZBIc1eDlXIqRcaYoZIexRygwsolgsYBERERERUVFrL8QdAMrswaICC1iUK81GiHuwcFVdwlUIiWKxgEVEREREREVNMTKw2o4QAkBFaIzQxRFCypEmr56BFdOBxRFCIkPBFbD8fj+uvvpq9OjRA71798btt98OIYKfiCxduhSHHHIISkpKcNBBB2HJkiV5PloiIiIiIurqAsk6sIwCFgO1KTfaZmCxA4soVsEVsK677jp89NFHmDNnDl5++WX8+9//xjPPPAO3240TTzwR48aNw5IlSzBmzBhMmDABbrc734dMRERERERdmN6BZUnQgaWvRMgRQsoFn6zCrwSfg0YHVgkzsIhiWZJfpfM0NDTg2Wefxccff4yDDz4YAHDTTTfhq6++gtVqhdPpxEMPPQRJkjB16lS8//77eP311zF58uT8HjgREREREXVZ4VUIE2VgsYBFuaN3X5lNkvFc0zuwWnwKZFVL+NwkKiYF9Sr48ssvUVlZicMPP9y47NZbb8V//vMfLFq0CGPHjoUkBT8VkSQJhx12GBYuXJivwyUiIiIiom4goOgZWPFPj8odwa4YZmBRLhj5V06rcb5b6bQi9L9GgYuo2BVUAWvNmjUYNGgQXnjhBYwYMQJDhgzBX//6V2iahrq6OvTr1y/q+r1798amTZuSbtfv96OlpSXqy+/35+puEBERERFRF6JooRFCU/wRwnKH3oHFQgJln5F/FRofBILdWFWhPKxGBrkTASiwApbL5cLq1avx9NNPY/r06Xj44Yfx2GOP4ZFHHoHH44Hdbo+6vt1uT6kQ9cADD6CysjLq64EHHsjV3SAiIiIioi5EDoW42yztjxC6OEJIOaAXsPSClc5YiZA5WEQACiwDy2KxoKWlBS+//DIGDhwIANiwYQOefPJJDB06tE2xyu/3o6SkJOl2b7vtNtx4441Rl8UWw4iIiIiIqDjJaoodWBwhpBxo1kcIQ8HtuuoSG9bAzZUIiUIKqoDVt29fOBwOo3gFAMOHD8fGjRsxfvx41NfXR12/vr4effv2Tbpdu93OghUREREREcWlqElC3B3swKLcSdqBxRFCIgAFNkI4evRo+Hw+rFq1yrhs5cqVGDRoEEaPHo0FCxZAiOAvFyEE5s+fj9GjR+frcImIiIiIqBvQO7C4CiHlQ5O3bQYWEOzAAsAOLKKQgipgDR8+HBMmTMDkyZPx3XffYc6cOfjb3/6GK6+8EhMnTkRTUxOuv/56rFixAtdffz3cbjfOPvvsfB82ERERERF1UUIIKFrwQ3KLOf4IYQVXIaQc0juwesSMEIYzsLh4ABFQYAUsAHjppZew++67Y+zYsbjwwgtxzTXXYMqUKaioqMB7772HL774AgcccAAWLVqE999/H6Wlpfk+ZCIiIiIi6qL0AHcghRFCFrAoB8IZWDEdWKVchZAoUkFlYAFAZWUlXnjhhbjfO/jgg/Htt9928hEREREREVF3pWia8f/WBB1Y4RFCdsJQ9ukdWJXO2AJWMMeZqxASBRVcBxYREREREVFniezAspiYgUWdzwhxj12FkB1YRFFYwCIiIiIioqKlB7gDiTuw9Awsv6IhoGhxr0OUqWZvglUIS/QMLBawiAAWsIiIiIiIqIgpoQ4si0mCJMUvYJXazcb/MweLsq3JkygDi6sQEkViAYuIiIiIiIqW3oGVKMAdACxmE5zWYBHLxTFCyqKAosEdUAEAVc74qxC6Ayp8strpx5YrQghomoAQIuF1VE0goGjwySo8AQWtXhmtXmbQFbuCC3EnIiIiIiLqLHoBy5JgfFBX7rDAK6to9fMkmrJHHx+UpOBzLFK53QKLSYKiCTR5ZPSpNMfbRJegqBo8ARVuv4JWnwItVLySIEGSAEiABECSJGiaML4vBCAAQAQfo1pFQ89ye77uBuUZO7CIiIiIiKhoKVrwRLm9DiwAKAsVF9iBRdmkjw9WOq0wmaKLqJIkGV1YucrBenHhOuz3lw/x/aamrG9bVjQ0egLY1OjBr9td2NTgxQ5XAH5Fg6wKyKpAQNXgVzT4ZQ0+WYM3oEZ9X9EEVE1AFcH/397qZ6h9EWMBi4iIiIiIipYeyp4owF1XzpUIKQeaEgS466pDQe65Ktp8vHIbmjwyXli4Pmvb1DSBLY1e/LrdhS2NXjS6ZQSUYBGqoxRNYGuzj+OERYojhEREREREVLT0DiyLKcUOLIa4UxY1eYKFmMoSW9zv9ygNFrZy1YHV4gvu/5OVW6GoGixJOhGTUVQNW0IFJq3j9aq4ZFWgrtkHs1lCiY0ljWLCDiwiIiIiIipaegaWzdL+qZHDEswf6k5h2pR/xgqEiTqwSnPbgaVncDV6ZHyzvrFD25IVDZuavGjx5K54pfMrGjY3evl6LDIsYBERERERUdEyQtxN7Y8Q6gWuQOj6RNmgF5CqSuIXsHqU5DYDqyViFO/D5Vsz3o5fVrGxyQOXV0GOa1cGn6xhc5MXAYVFrGLBAhYRERERERUtRQ2NECYZnbLrBSyFBSzKHn2EMGkHVg4KWEIIo4AGAB+uqIfIIKfKJ6vY2OiF26d2WvFK5/Wr2Nzkg8LCclFgAYuIiIiIiIqWMUKYJMRd78Dys4BFWdTkDa1CmCgDS+/A8mQ/tNwrq5BVfRVOCZsavVhZ1xp1HUXV0OqV4fbL8MkqAooKNWI+0BNQsLHBA28gP11QAoDbp2CHy5+X/VPnYuIZEREREREVLTnFDiwbO7AoB/LZgdXiDS5IYDZJOHxYL3y8cis+XFGPPfpVAAACSrC7SS9OSQCkUJ3XJEkwmyQomoaA0tl9V9EEAHeeCmjUudiBRURERERERUvvwLIm68AyB0PcmYFF2ZQ0A6s0dxlY+r4rnVYct2dvAOEcLL8xFqhA1QRUTUDRBGQ1+OVXNHgCat6LVzpZ0eBnoHu3xw4sIiIiIiIqWoqmF7BS68DyyyxgUfYYHVgJCljVJblbhVAvYFU4LDhqZG+YJGBFXQtWb20BJAm+QNd5rquagE/RYLea830olEPswCIiIiIioqJljBCmvAohuzwoe4wMLGeCDKzSYGGrwR3IKGC9PZEdWNWlNhw0qBoAMGvJ5i5VvAIATQDegJLvw6AcYwGLiIiIiIiKVniEkKsQUudL2oEVGiH0Kxq8WR6Ra9E7sEL5W4cPqwUAfPnLjqzup7N4mIPV7bGARURERERERUsxVmFjAYs6l6JqaPUFu4YShbg7rWbjuZftHKzIDqxGd8AIb19R12J8rysJKBoCCotY3RkLWEREREREVLT0DixLshB3Y4SQBSzKjhZfeOStMkEBS5KkiJUIs1tU0otUJTYztrb4UFNqx5CepdAEsHhdQ1b31RlUTcDHjLpujQUsIiIiIiIqWnKKHVg2MzuwKLuaQsHs5XYLLO08/3qEgtwbshzkrhew7Baz8ToYPaQGALBozc6s7qszaALwMAerW2MBi4iIiIiIipZiZGCl1oHlZwGLsqRJH+FLkH+lC3dgZbeApWdg2Szh5/7oIcEg96Ubm+DLcuZWZ/CyA6tbYwGLiIiIiIiKVqoh7ixgUbY1Jwlw1/UIFbCynYHV4guNEFotxmWDakrRq9yOgKJh6camrO6vM/hlFTJfo90WC1hERERERFS0ZC04OmUxcYSQOleTN1iQ0kcEE6kOFbgaszxCqHeAldjDBSxJksJjhL92wTFCDV2yc4xSwwIWEREREREVLb1bI9URQhawKFuaPOFVANuTqw6sptD2yiIKWEA4B+vrdQ1QQwXerkITAh6ZOVjdFQtYRERERERUtBQttRB3u8UMgKsQUvY0pThCaGRg5agDK7aAtUffCpQ7LHD5FSzf0pzVfeaaAOAJ8DXaXbGARURERERERUvPwLKwA4s6mb4KYJWz/RFCYxXCLHZgyYqGVl+wUym2gGU2STh4UDDMvSuuRuiXVeN1Td0LC1hERERERFS0Ug1xt7OARVnWFOqoSrkDyy1nbd87XH5jQYLYAhYQHiNctLYBQnS1MULAF2AOVnfEAhYRERERERUtRdVHCFPswGJnB2WJPsKXNANL78DK0gihEAKbmrzGv502c5vr7LdrFWwWE7a3+rFmhzsr++0smibgVVjA6o5YwCIiIiIioqKlF6RSXYXQzxXOKEvCGVhJViE0OrACCbuhvtvYhD+//SPc/uQB5i6fggZXsBhWajPDbGpbvHVYzRg1oAoA8M36xqTbLCTBHCy+TrsjFrCIiIiIiKhoGR1YliQFLHZgUZYZGVhJRgj17yuaQGucApUQAre88R1eXLQe73y3Jfl+fTJaQvsujTM+qBtUUwoA2OnyJ91mofEFVCh8rXY7LGAREREREVHRUrRQBlacLpRIegFLVgU0rWtlAlFhMjKwkowQOqxmlIbG/BrjBLn/uLkFq7a6AADbWtovNgUUFS6fAlcgFODuSFzAKg99z5VCV1eh0QTgZRdWt8MCFhERERERFa2AkYGVWoh78Dbs7KCO0TRhdGBVJunAAoAepYlXInxjyUbj/zc1etotsDZ7ZSiagEtfgdCWuIBVZg8el75aYVeiaQI+5mB1OyxgERERERFR0dLHjCwphrgDLGBRx7X6Feh1pmQh7kBEDlZMkLtfUfHfiLHBumYf1jW40eptu2KhEALNXgVCwMjKam+EUF+dsCt2YDEHq3tK/GwlIiIiIiLq5uRQMSpZB5Yt4vsBhQUs6hh9fLDEZobd0nYVwFjGSoTu6MLU3J+2GWHwQLDA5fap8Ae8KPXKqC2zwRnqsnL5FOO5qxelUhoh7IIdWEBwhFDVRNyQeuqa2IFFRERERERFS05xhFCSpPBKhCxgUQcZKxCm0H0FRK9EGOmNJZsBAHvtUhG1XUUTaPbIWL/Tg7omL2RFQ5NXhhpq+3L5g91JZe11YIUKWK3+tt1cXYEmAE+gaxbfKD4WsIiIiIiIqGjpIe7JRgiBiJUIWcCiDmoy8q9sKV3f6MCKGCHc4fJj3s/bAADnHLgrgPDKhjpZFdjpCmDNDldUJ5U+QtheAas89D23XzUKX12Jpgn4ZI4RdicsYBERERERUdGSleCJuS1JBxbAAhZlT6orEOqqS4PXi+zA+u+yLVA0gX12qcSw3uUAgqOBckxGmwAQUASUiCKUK40MLKBrdjIJAF4WsLoVFrCIiIiIiKhoyXoHVgo5OXqRiwUs6ii9U6oqhRUIgfirEL6xZBMA4MS9+6DEZob+FG6JE+Aey5VCB5bFbILTGszn6oorEQKAL6B1ye4xio8FLCIiIiIiKlqysQph8lMja2jM0NVFM4GocBgZWCkWsKpLolchXL6lGSvrWmAzmzBm954AJGM1w6YsFbCAcA5WV1yJEAhmgXnlrnns1BYLWEREREREVLQUNfURQr3ItaHBg/rmYDA2USb0AlalM8UMrJgOrFmh8PYjRtTCajKFthUsYDV7khewUsnAAsI5WF21A0vTBHwBvk67CxawiIiIiIioaOmrEKYS4q6PGXoDGna0BrB2hxvbW30cUaK0NXlDGVipdmDpqxB6ZMiqhv8uCxawjt2zj/H8qwp1aaXTgVVqN7d7Pb3A1VU7sASAVr8Cja/RboEFLCIiIiIiKlr6CKE1SQeWqgmYQwWsgKpBAPArGra1+LFmhwsNbn+uD5W6Eb1LKtUQd30VwiZPAJ/+tA073QH0LLNhz74V0Esz+raavYEEWwlSNQFPIBhunvIIoa/rjs16/Aq2tfryfRiUBSxgERERERFR0VKMAlb7HVheWTGKXErEKm+aCAZF1zf7saOVRSxKTVOaIe769TQB/OfLtQCAE/fui8jGIiMDK8kIoTuimyrlEcIu2oEFBB+zRrdsBOdT18UCFhERERERFa3wCGH7p0begGqMEMpq20wdVRPY4fKjtQt3qlDnaQqFsaeagWU1m1AR6ob6am0DAOCYkb2jxlcrS1ILcXcHgsUoh9WU9Hlf5ghus6tmYOkUTWBriw9+Wc33oVAHsIBFRERERERFS9ZS7cBSjQ4svejVZluqQH0zT5IpueY0O7CAcA4WAOzZrwK9KxxR3w+PELZfwHL5Ugtwj7xOV83AiuSXNdS3+JiH1YWxgEVEREREREVJ1QRE6FxWX8kt0fW8ARVWi17ASryqmU/WUNfCYHdKTAhhjPmlU8DqEVHAmrB33zbPQz3EPdkqhEaAuy15AavcyMDq+gUsIHg/truYh9VVsYBFRERERERFKbIAoBen4vHKClQt3KXVXgELCJ4kb2vJ30kyO0wKmzugQtFXDkxxhBAAqkMFKotJwtihPRH7YzYysJKEuOsFLD2gvT1l3SADK5ImgAaXjFbmYXVJLGAREREREVFRiixE6flW8XgDKjRNJB0h1AkBNHpkNLg6P9S9yRPAuh1uBBSOMRYqPf/KbjHBaTOnfDu9A2v88FrY4mRXVUWEuAuR+DlqFLBSGCEs7warEMZSNIG6Fh9fI10QC1hERERERFSUIgtR1nbCrL2yBhFxnUCSDiwgOHa4rdUPt79zTvy9AQUbGtzY0uSDV1a7zchXd5TJ+CAAnHPQrjh4UDUuHTs47oiqHuKuaAKeQOLijNsf/F5pGhlY3aUDSxcI5WG1V+ijwsMCFhERERERFSUlVIgySYA5QQeWpgn4QsUAa+g6SgoFLCBYINvSnLjTQ9UE/LIKn6zCL6sIKBoUVUtrBFBWNdQ3e7F+pwfNHgWqJqAJoJkFrIJlBLinMT4IAAcNqsbMKw5F70pnm/FBALBbzHBazVH7iCedDqyyiAys7lTsEQBavQq256FLkjKX/BlLRERERETUDcmhKoCl3e4rxcgrSnWEMJI/oGFLsw+lNjMUVUDRBBRVQFY1aCIcIg8JiCyhSZAgSYDZLMFmNsFq/NcEi0WCxWRCq0/GDlcAgVCHWCRfQIVXVuC08pSv0OgdWJVpdmABwU47XzvdVVUlVnibVTR6AuhX5Yx7nbRGCO3hri6/osFhTX3ksdBpAmh0B9CjxNZuByYVDr6bERERERFRUZKVYCdVvDwhnTcQLDQBqYe4R9I7PVxepU2RKfktASiAB8GChSQBplBhS5JgdFvFo2oCLh8LWIVID1nXM6vS0eKT213hstJpRV2zL6UOrFRGCB1WEywmCYom0OpTulUBCwAUNfg6iVzhkQoXy4xEREREOdLeSQYR5Z+iBQtRFnPiAHePrBpdUvpKhekUsHTZeDcQAlBFsItLVhMXr/T9tXSzsa/uItMMLE0TaElSCNW32V4By51GB5YkScb1XJ2U59aZNBEsClLXwAIWERERUQ5sbfHhwHs/wr3vrcj3oRBRAgElNEJoin9aFJl/BWQ2QphPAVmDJ8AsrEJjZGCVpNf14/YrSZ97laFcLb1IFk86I4RAdA5Wd+QJBHPoqPCxgEVERESUA99tbEKjR8aXv+zI96EQUQJ6B5YtQQeWV1aiOinDBaz0O7DyQQ2NfVFhafIERwgr0xwhbPUpSTt79bHEphQ6sErtqY0DlnfTlQh1qirQyi6sLoEFLCIiIqIc0D/h9itd40SXqBjp3SyJQtx9sgZVRBawgoWuQBd5XetjhOmsaki5l8kIoaxqaE1hhE8vijWHimTx6J1U6XZgdddiqADQ7OW4bVfAAhYRERFRDugFLI4lEBUuvZPKmqADyxMI518Frxc8fVK6UEFIUYXRcUOFQe+OqnKmPkLo8ilQUhhd1YtiiTqwNCHgDqRZwDIysLrv8yigaN36/nUXLGARERER5YD+STU7sIgKl14QsMbpwNI0AW8gugDd1UYIAY4RFqJMRghb/XK7of06Y4QwQQaWT1aN7eidVcmUO4Lb7K4ZWEB41U4qbCxgEREREeWAMULIDiyigqUXouKtQuhT1DZ5Q3pWVlcqYAHB9yOlix1zd7a1xQ8A6FVhT+n6flmFx5/a75LKUDB8olUI9SKNxSTBlmB0NlZZN8/A0rX6+DopdCxgEREREeWAix1YRAUvPELY9rTIG1Cj8q+AcFZWV1mFUCerHI8qFJ6AYhSX+lQ6UrpNi09OeWxV78By+ZW4hVZjBUKHBZIUf3Q2VrmxCmH3DjoP5ozxdVLIWMAiIiIiygH9JEHRBD/RJSpQelHAaopTwJKj86+ArjlCCACa6L4B3F1NfbMPAFBqMxur+7VHCIEWn9LmuZhImcMCU6gu1RKnC8soYKWYfxV53e5e3Am+Trp3ka6rYwGLiIiIKAciTxbZhUVUmIwOLEt0J4oQIu7IlrWLjhACgNuvIKBwpDnf9AJWn0pHSh1QnoCCgJz6880kSUa2Vrwgd3cmBSxH9w9x13n8Kkf/CxgLWEREREQ54IpY7pwFLKLCpI8CWmI6sHxy2/wrIKIDS+laI4QAQ6oLRV2ogNWvypnS9Vt9StqrXuoFrOY4Qe6ZdGCV27t/iLtO0QRa2IVVsFjAIiIiIsqByE+q/ex6ICpI4Qys6E4Yb0CFFmdmq6uOEALB8aiWIuigKXT1LaEOrIrk+VeqJtDiTf9nVhUKco/XgaX/bipNp4AV6sAqhjFUIRAa2ex6RepiwAIWERERUQ5EflLtT2P8g4g6j5IgxN0jq4jX9GKMEGpd8zXtDajwcTwqr+qavQCAvikEuLv9CpQMFgzQg9ybvYE233OFRmPT6cDSi11eWS2KTMeArMET6P7Fuq6IBSwiIiKiHIj8pNrHDiyigmSMEEYUsIQQ8ATiv2ZtXXQVQp2qCYZU51k4Ayv5CGGLT26zEmYqjAysLI0QRl7XneC10Z0omiiKbrOuiAUsIiIiohyIXK2JHVhEhSneCKGsatASZA7phS5VE3FHDAudEMGxMoa554+egZWsA0tWtIwzpypLshvibjZJKLWZARTPKn0tXiVuDh7lFwtYRERERFnmV1QEIoLbGeJOVJj0cGxrRIi7ogkkqk3FFrq6In9Aw5ZmX9on543uAJrjFEQoPZGrELan1SdnXEDp4QxmYMX7eYUzsMxpbdNYibBIOpMUVRTFqotdDQtYRERERFnm9kd3NzDEnagw6YVmS0RhSlETd1dFZmV11TFCgWARYmuokJKKZq+M+hYfNjd6sbHBAz9ztDLik1XsdAdzqZJ1YLX4lbg5bKnQO7DirkLoS78DK/L6rUVS1FGFQKMnAJkfQBUUFrCIiIiIsiz2E2qOEBIVJkVrG+KuqBoS1Q0spogOrC58YquPEu5o9Se9rssvo77ZC0UVUDWBJo+MdTvd2NHqTzhqSfFtawk+3g6rycipiscvq/B2IGvKyMCKG+KeWQGr3GGNun0xcHkVrGtwo4WdhwWDBSwiIiKiLGv1R/+xyxB3osKkr/AWNRqoaQlHCCVJCq9E2EVHCHWqJrDd5UdrOyfn3oCCLY0+BJToBySgCGxt8WF9gwduP0/uUxVegdAJSZISXi+gaBAdeHpVRYS4i5gnszu0up4+EpgqowOrSEYIgWC3oi+gYXOjF3VN3qJYgbHQsYBFRERElGXswCLqGgJqvA6s9m9j7eIrEUZSVIG6Zh98cUYC/bKKzU2+hBl+mgi+121o8KI+VJih9tW3hPKvKtofHwyoGhL3ASanjxAqWvSKmkII4/dTadodWHoGVvEVLBVNYKc7gPUNHrhYsM0rFrCIiIiIsix2xIIh7kSFSe/AskQWsLT2X682o4DVPV7XfkXD5iZv1P2RVQ2bm70pjbEpqkCzR2nT6UNtpbwCoZq4CzAVdosZTmswpD0yyN2vaMbCBczASo8QgMevYmOoYMsVCvODBSwiIiKiLGtbwOIIIVEh0os21ohsq0CSgrOlmxWwAMDrV1HX7IMQwZyrLU1eeHypv28JCKMwQomlugJhsudgKqpCXViNnnAOljv0u8kkwShwpUovYBVTBlY8iiqw0xXAxkZPvg+lKBVcAeutt96CJElRXxMnTgQALF26FIcccghKSkpw0EEHYcmSJXk+WiIiIqK2YjNCfBwhJCpI+hig1RI8LVI1kbSzwsjA6kYFGwGg1Stja4sPW5q9aPUpaQ2wCQF2pKQgnIHVfgHLl40CVigHK7IDSy8+ldot7WZwxRMeISzuAhYQHJ/1+lV4ZT4Wna3gClgrVqzAySefjLq6OuNr2rRpcLvdOPHEEzFu3DgsWbIEY8aMwYQJE+B2u/N9yERERERR2IFF1DXo44L66oJKCqNb1m7YgQUET8p3ugJo9shpj68JJB+9pMgOLGfC6wQULSurO+o5WPEKWOmODwJAWWgVwmIKcW+PJgS8fv5u72wFV8BauXIl9tprL/Tp08f4qqqqwmuvvQan04mHHnoII0eOxNSpU1FeXo7XX38934dMREREFKVNiDszsIgKkl6EsoU6sGQteXS20YHVDV/XmkBG2UvB0cPsH093k0oGlqyqyEYzW6XTBiC4EqHO7c8swB2IP0Ioqf6OHGKXpgnAlUJGHGVXwRWwVqxYgWHDhrW5fNGiRRg7dqzR6ihJEg477DAsXLiwsw+RiIiIqF2tMas0cRVCosKkjxBaTPoIIZKGkXfXDqyOEABUPh7tklUN213Bgk97GVgBVWQlEF8fIWzKUgdWeUQBy7Hjewz4+PfYc/ow7PLFHwGR+s++bNPnqPlhWrcofnn8ChQ+7ztVQRWwhBD4+eefMWfOHAwbNgy77bYbbr31VgQCAdTV1aFfv35R1+/duzc2bdqUdLt+vx8tLS1RX35/13/BEBERUWHSV2kqtQVDcjlCSB2x4NcduODZr7BuR/FFZ/zny7W46qUlOSsW6SefFnPECGGS24QLWMx8MghA5SqE7dra4oMQwVUsq0tsCa/X0RUIdXqIe3NEiHuHClgOCw6SfsJj6l8x9O2TULnuA0gQqP75FfRdeHdKrXs1P0zD4P+dj35f/QWDPjgfZl9T2sdRSDQN8LALq1MVVAFrw4YN8Hg8sNvtmDlzJh5++GG89NJLuOWWW4zLI9nt9pQKUQ888AAqKyujvh544IFc3Q0iIiIqcvoIYU1Z8G8XhrhTR8xcvBFfrN6B977fku9D6XTPfL4G7/9Qj+83Nedk+3oRyhbRVVWsGVgdIRBcnY0S0/OvelfaYTIlDlAPKMmLqKmojNOB5Q5lNqVVwBICZRvn4YBPJ+F1+19wuOl7CMmMxt1PR93BfwIA9FzxHHov+Uc729DQd9Ff0O+rvwAANJMVZfVfYbd3ToWteV1a96uQqEIYY5nUOdIvvebQwIEDsXPnTvTo0QOSJGG//faDpmk4//zzMX78+DbFKr/fj5KSkqTbve2223DjjTdGXRZbDCMiIiLKFv1T7p5lNmxo8LADizpE/4R/W2vxTRB4AsHX0k5Xbu67HNuBlUL4kJGBxYJNlFQeu2Jm5F9VJA5wB4IFrGwwRgg9mY8Q2lrWYddPr0bJjh+CxyYseF09HINOuQ0V/YKxP5rFiV0W3IFeyx6DaivHjn1+H7UNSfWj/7wbULX2PQBA3UG3onXXIzHow4thb1mL3d45FeuP+Tc8fQ7u2B3OE1dAgRAi7VUdKTMF1YEFANXV1VE//JEjR8Ln86FPnz6or6+Pum59fT369u2bdJt2ux0VFRVRXyxgERERUa7oJwl6BxZD3KkjfKHnz7aW4itg6a+dBncgyTUzoxew0hkLZAdWfCxgtS+8AmHi/CtNE1krYFWGxhSjViH0pRfi3nfRX1Cy4wdoFie273UZTjI9iT8pl2CbJRzt07DHhag/6I/B6399H3r89JLxPZO/CYM+uABVa9+DZrJi4/hHsWPfq+CvHoFfT3kbnp77wOJvxOD3z0PlL2939C7nhaII+GR+SNVZCqqANWfOHNTU1MDj8RiXLVu2DDU1NRg3bhwWLFhgBNoJITB//nyMHj06X4dLREREFJd+ktCzLHgCwQIWdYR+crQ9R11IhUoIYbx2duaogKUXXcJdVclfq+lct5jw8WhfKisQBrKUfwWEO7BcfsX42aTTgWV1bUb5xk8BAL+c+g7qR/8ZPmcvAGgzNrd936uxbZ8rAQC7fHk7Kn/9L6yuLdjtvYkoq18E1VqOdcc9j6bdTzduo5T0xpoJM9E88HiYtAAGzLsWvb6dmtkymHkUHCNkAauzFFQBa8yYMXA6nbj00kvx888/44MPPsAtt9yCP/zhD5g4cSKamppw/fXXY8WKFbj++uvhdrtx9tln5/uwiYiIiKLoIe41pXoGFv+4pcz5ZX2E0JfnI+lckYXfna5cdWCFVyFUVA1aSiOE7MCKR9NESo9fsapv8QJovwNLVrJXwCpzWKBHbbWEurCMApYjeQGrx8+vQhIaXH3HwN9jOIBgkDsQ/h0XaetBt2LnyAsgQWDXeTdgt/+eDEfjKsglvbHmpDfg3mVsm9sIawk2HP0vbN87OHbY+9t/ov/nNwFa1/mdKQTgDjAHq7MUVAGrvLwcc+bMwfbt23HggQfikksuweWXX45bbrkFFRUVeO+99/DFF1/ggAMOwKJFi/D++++jtLQ034dNREREFCUc4s4OLOo4fRGAbS1+YxqhGEQWfhvcuc3AsppNUDSRUvGAqxAmpmh8r0sk1Q6s7ES4AyZJahPk7k61A0uTUf3zKwCAhpG/NS7Wb9fqk9veRpKwZcxf0bjb6ZCEAqt3O3xVQ/HrKW/DVzMy8b4kE+oP+RM2H3Y/hGRGj9VvoM/iv6V6NwuCN6BC5u/5TlFQIe4AsOeee+Kjjz6K+72DDz4Y3377bScfEREREVHqFFWDN3Ti3VPPwGIHFnWAL7QIgF/R0OpXUOGw5vmIOkfk6p05GyE0ClhScAXCFG7DEcL4hABUdmAlVG8UsBKHuAey2IEFAFUlNjR6ZDR7ojuwSm3mdm9Xsf4jWD3bIDtr0TLwOONyvYClf0jThmTCpsMfhmqvhDnQjC2H3gPNXpXSsTaMPB+qtQwD5l2L2h+ehr9qNzQOPzel2+abqgl4ZBWVloLqD+qWCq6ARURERNSVRWZh1JQGO7CyFcpLxSmyE2lbi79oCliRq3fmeoQw3IHFEcJMCQAKu9LiUlTNWEU0WQdWNsV2YKU6Qli9cgYAoHHYORBmm3G5PkLoijNCaDBZUTfmLxkdb/Pup2Fr8xr0XjoVu3x5OwLlA+Hud2hG2+pMmgA8fsV4vCl3WCIkIiIiyqJWf/BEwW4xGScJHCGkjojsRCqmHKzI+53rVQgtZglKigHaHCGMTwgBtYhGXNOxwxWAqglYTJKxOm082f5doQe5N3sDkFXN2H57I4S25rUo3/IlBCQ0jJgU9b2yUPE8XgZWtmwbdQOahpwMSSgY8MnlsDWvzdm+sqnVrxTViHe+sIBFRERElEX6J9PlDgvsluCYBkPcqSMinz/bW4tnJcLoDKxATk4Ow6sQmqBqIsURQnZgxSPAEcJE6pqDAe69Kxww68nqMQJKaosIpMPowPLIUSsHltgSF7Cqf3oJANC66xGQy3eN+l55shHCFPx32Wbc8+7yxK8fScKm3/wDntr9YPE3Y9CHF8Pkb8p4f51FVQU8DHPPORawiIiIiLKo1RcOyXVYg39qsQOLMiWEiHr+FGsBK6Bq7Y8tZUgPXraaTSl3VIUzsFisiSQEQ9wT0fOv2l2BUFWR7fpfVUlw/K/JK0flXyUqokmKDz1WzQQQzKSK1W6Ie4re+W4LvlnfiJ/qWxNeR1gcWH/MNARK+8HevAYDP7kC0DLfZ2dQNQFPgB9W5RoLWERERERZpH8yXe6wGh1YkVk+ROmILX5uK6YCVsx9z0UOlhwquFhMUsodVezASkzlW11cdSkUsAJqahls6QiPEEYUsNoZH6xcOxsWfxMCZbugtf8Rbb5flkoGVhL6IieuJEUwpaQX1h87Haq1FGVbFqDfgj8jqwn3WSYAuPx8AeQaC1hEREREWdQasUy53RLOyuFoDWUidvy0WDuwgNysRKh3UVlMUsoB5FyFMDF2YMVX3xJagbCivQ6s7K5ACACVJaEClidcwGov/0oPb28Yfh5gartSoTFC2IEClv66TiVHy1czEhvHPwYBCTU/vYya5c9mvN/O4JdVBPiBVU6xgEVERESURXoHVpnDArs1/KcWu7AoE5FB5kBxhbjHdp9lO8hdiHBhWZIALcXqATuwElNYqI8rpQ4sRUspgy0d4VUIA+HfTQkKWI6dK1G6bQmEZEHj8LPjXqdcD3HPMANL1YRRNE41R6t14DGoP+QOAEDfRX9FydZvMtp3Z1A1ATfHCHOKBSwiIiKiLHKFViEst4dD3AHAL/Nkl9IX24W0raWIO7Bc2b3vkRlWkpT6dBJXIUws1S62YlMfCnHvW+lMeJ1cZCVWlbQNcU80Qlj9U7D7qmXQsVBKese9jl788itaRgXcyNd0OkWwHXtdisbdTocEgX7z7wC0wgxL1wTg4RhhTrGARURERJRFkR1YZpNkjBsxyJ0y4Yvp3Nue5SJOIfPneIQw8gRcgpRy9ws7sBLThIDCx6WNZB1YmiaMBQWySe/AUjRh5OfF68AyBVyo+uVNAMDOkRck3F6J3Qw9/j2TlQijCljpjCFKEupG3wnFXglnwwrUrHwx7X13FrdfyfpqkhTGAhYRERFRFrXG5IwwyJ06Qu/cK7EFn0dNHrlonkux45PZHiGM7RZKNUCbGViJCQHm/cXQNIGtegZWggJWIAf5V0Dw94/TGnzv2NwU7AKL14FVuea/MMtu+CuHwN13TMLtmSQpvBJhBjlYka/pZCHusVRnDbYe+AcAQO9vHobFsy3t/XcGRRNwBwqzQ6w7YAGLiIiIKIsiO7AAGEHusSfjRKnQOxZ6VzhgC3X+FEuQe+wIYbYLWIGoApTgCGEWCABqAa8Ulw873QHIqoBJAmrL7XGvIyu5KWAB4THCTY3BApb+u8kgBGr08PYRvw3O07ZDv31rmgUoILwCYfD26Rd5GoafB0/PfWCWW9Hn6/vSvn1n0DQRdT8pu1jAIiIiIsoifXWmcnt0AatYumYou3yhsSKH1Wyc/BZLAUsfu9VfSzuyPD6pr5hnNUtQNXCEMBsEoLKwF6U+ND5YW243njuxAqqG7Ee4B1WFxgj1lRBjRwid25fBuXM5NLMdjUPPSrq9sg6sRBj5ezCTDi6YzNhy2H0QkNDjl7dQUvdV+tvIMQHAzRysnGEBi4iIiCiLjKXKQ59SO6z6CCFPdil9eheSw2oyCljbiqSApd/3flXB4OtcjRBaTCbIWuqvT44QJiYguBJhjLpQgHufdgLcAznswKoMdWDpo52lNnPU9/U8qeYhJ0F1VCXdXnnod1smGVgd7cACAG/tvmgYcR4AYJcFfwK09DvBcs0vqznJNCMWsIiIiIiyqtVYqjx40mDTO7A4QkgZMApYFnPxFbAUvYAVzA3K1Qih1SylNQ7IEcLEhAh3tlGQ3vnUtyJ+/hUQO86aXZVOW9S/I0cIzd4dqPz1HQDth7dH3T70uy2TDqrI34P6ir2Z2HrgH6HYe8DRuAo9f5ye8XZyRdPAMcIcYQGLiIiIKItcsSHuVoa4U+b0Ez6H1YReRTZCqOfG7dIj2Lmy0x1IOWg9FXoHltVsgqKkUcCycIQwEQGGuMfa0tT+CoRAbj/g0DOwdJEjhNU/vQyTFoCndj94e41KaXvZ6sDyyVrGryHVUYX6g28DAPRa+ggs7vqMtpMrqhDwMMg9J1jAIiIiIsoiPdi2nCHulAV6F5LDakav8uAJ8PZWXz4PqdPEjhAGFC2j3J1E9JNns0mCSCN/yGriCGF7+LBEqw+NECZcgVDRoOUw+F7PwNIZBSxNRs3KFwAAO/e8OOXtdWwVwugPcjIpgukah50Nd68DYJbd6PvVXzPeTq542IGVEyxgEREREWWRsQohQ9wpC8IZWBEjhC3F0YGl58ZVOW0oCeX2ZHOMUDZGCE1p5Q/pI4SaYLdRPBwhjFbX3H4HlqyqyOXTqDJBAaty7QewerZBdtaiefCElLdX1oEOrNgPcjIKctdJJmw57F4IyYSqNe+idPOXmW8rBwKyxhysHGABi4iIiChLVE3AHQgWHMoZ4k5Z4Is3Qpjl1fgKVWSAfXVpMMdnZxYLWHrYuMUkpdUBE7mSHLuw2mI2WDQjAytBiHtAFVkdjY0V24FVGipg1SwPZkc1jDwfwmxrc7tEyo1VCNPPsIrtwNI7ljPlq9kTO0deCADot+DPBRXormqCOVg5wAIWERERUZa4IzIvymJGCP38Q5YyoJ/w2S1m9Koosg6sUPHObjGjRi9gubLYgRUqKltCqwqmyhpxfRaw2lJzXJDpSoQQRgdWohFCWc3dCoQAUFUSLk7ZLSZYzSY4t3+H0m1LoJmsaBjx27S2p384k8kqgm0LWB0fCd56wE1QHNVwNP+K8o1zO7y9bNEEspKDJYSA26/wNRXCAhYRERFRlugjFTazCXZLsPNK/6+PHViUgXAHVniEcIfLD60IRtfC+V/hDqwGd/aKd3LoMTSbpLQKCGaTBL2ExW6jtgSE0d1W7Bo9MgKh9369AB0roGhpJLClL3KEsCym+6p5yElQSnqltb1SowMrvxlYOs1eicahZwEAeqya2eHtZVM2crCavTL2vGsOhtz+PgvmYAGLiIiIKGuMFQgjlim3W/UOLP7hSemLLOL0LLNDkoKjb42e7HUixRJCYMNOT94/8Y/M/6opC578Z3OEUO/ACoa4p06SJGOMkCeUbQlmgxnqQgHuPctsxocZsXI9Xl7msCC07gDK7BZYPNtQueZdAMDOPX+X9vbKHcGCWEYZWEpsBlZ2Rv4ahwULWBUbPoHFsz0r28yGbORg6X9XWM2mqPHlYsVHgIiIiChLWmMC3AHAYdEzsDhCSOmLLOJYzSZUh8aBtrXmbozw31+swW8emov/LtuSs32kIjL/Sx8hbIgZIWz1ytjc6EVdkxf1zV5sbfFie6sPO1r9aPG2f3Ksh41bTOmNEAKA1cKVCBMRYJC7rj5JgLuqiZwHfZskyejCKrVbUP3TyzBpMjy9RsFbu2/a2yuP6MBKd/VE/f3MFirEZGOEEAD8PYbBU7s/JKGi6pe3srLNbMhGDpYnlKtZaotfAC02LGARERERZYnRgWWP04HFEULKgN655whlqRkrEeawgPXrNnfwv9tdOdtHKvSir91ijhviHlBU1Lf40OAOYIcrgO2tAWxrCWBrsx/1zT7Ut/jaHbXUx/9MUgYFLKMDi51GsYQQYF0vKJx/FT/APdf5Vzo9B6vSJlC98kUAwI4Muq+AcIexAODxp1ec0QtY+vtYJmOIiTQMPxsA0GPVa+iUBzUF2cjB0h+j0oi/K4oZC1hEREREWaKPVESNEOoh7uzAogxEdmAB4RO/7TksYMmh7pl8F10j87/iFbC2tvrjjuaK0JeiBsOPE9G7p8yZdGBxhDAhAUBlBxaAcAdWwgB3pXMKWHoH1hHKAli92yGX9Ebz4BMy2pbVbDJ+r6U7Aqi/pvX3sZYsdWABQPOQk6GZHXA0rYZz+3dZ225HdTQHyx3ng7FixgIWERERUZboy4qXR3Zg6SHuzMCiDIQzsILPo17lwRPhba2+nO1TCXUVBfJewNI7sIL5X0A4xL3RHUCrV2k3u0rVRLsjSvr9tJjSPyWymjhCmBAzsAx1SUYIA6qG3Ea4B1WFCljHut8GAOwceQFgsrZzi/bpKxGmm4Olj9PVhl7PLl92MrAAQLNVoHlQsCjXY9VrWdtuRwVkDYEOfIDlZgdWFBawiIiIiLKktd0OLJ7oUvoic6CAiBHClhx2YKl6B1b+ugaFEMZrJrIDq8EVgF9Wsb3Vn1KRxOVXEl4vkJUOLBZqYundbwTUtwRD3BN1YAU6qQNrcM9S7Cf9gkG+ldBMNjSMOK9D29O7gVrTHAHUi9I9y2wZ3T6ZxtAYYdWadyEpuSvypyOYg5X57393aEyzhBlYAFjAIiIiIsqaeBlYeueMPwvLaVPxMbqQjA6s0AihK5cFrOAZdT6LrpH7dlhNRgFrhzuA+hZvysfW3hihonYgxJ0jhO1S2IEFIKIDqyJ+Blagk54/p+63C/5vt68BAM27nQLV2bND28t0JcI2GVhZHCEEAHffQxEo2xXmQAsq1v0vq9vOlCYAbwdysNwBjhBGYgGLiIiIKEvYgUXZZmRghUZRe1WEClg57MDSV5DL5whhZLaVw2pGTahjI6BoaXWfqSLxGKFeZDGbMylgcYSwPSxgBbsIk2VgxctwywW7dyv6bQ4WdHbsObnD28u4Ayv0nqKPBGdrFUKDZELjsIkAgOoCGiPsSA4WQ9yjsYBFRERElCX6p8nlcVYh9LEDizLQZoSwTF+FMHfjMeERwvwVZ/TsL7NJgtVsQonNAmeoC63Jk95Jr8svG91WkQId6cCycISwPfEe7+5oZV0L/rtsc9wx1RafAk8g+DyOl4EVUFRonbRaXvVPL0MSCty9D4Sv5z4d3l6ZkYGVeoaVqgmjKK53YHllNevPlcahwQJW6ZYFsLZuzOq2M9WRHCx9pcdSjhACYAGLiIiIKGv0T0r18QogHOLODizKhD82xL0ieCKc01UICyDEPTLAHQA0TaDCGTxpbvamF/ysqMJ4bcZeDgDmTELcOULYLlUT0IqgC+vaV5biuleXYdIzi7C5yRv1Pb37qkeJ1Xj9RgqoGjrlIRIaeqx+AwDQMPKCrGxS/5Am3usqkchMvZ5lduhl43S2kQq5fFe4+h0GCcK43/nWkRwsdmBFYwGLiIiIKEta42ZgcYSQMhfuwIrOwHIH1ITZTh1VCCHusfd7h9uPilBhuNkbSGtbmoh/kix3KAOLI4TJ6KOo3VVA0fDrdhcA4Ot1DThh6uf44Ic64/t1zcGCVp/K+PlXnoDaKUW+0rqvYHNtgmotQ/Og47OyTb0DK50RQP01bZKChWm9IJP1MUIAjcOCYe49Vr0BiPw/DzuSg8VVCKOxgEVERESUJfo4RXQGlt6BxRFCSp+RgRUqhJbaLcYoybYcdWEpBdSB5bCY4A0oaHAFUOnUC1jpdWABwfHe2GKT3mnWsRD37t9llAkhkNIqkV3Z5iYvNBEsxuzbvxItPgVXvvQtbnvzB3gDatL8K5dfQWc8QlWhLqTmwSdBWOIX09JVlkEHVvi9zAxJklDuyCxHKxXNg06AaquAzbURpXULs779TOjjpJnejiOEQSxgEREREWWJMUJojxPi3klhvdR9KKpmhGHrIe5AOD8mV2OEBZGBFXGy2+KToagCFUYBK/0TXlVrO0aoZ9JYMglxN3GEsD0C3T/Ifd1ONwBgcM9SvH7FGFxx+G4AgFe+3oCTn/gSX/yyA0D8/CuvrMAfyP1zR5I9qFz3PgAY4ebZoI/Jp9eBFb0ghVEESyNHK1XC4kDTkJMBAD1Wzcz69jMRUDLLweIIYTQWsIiIiIiyxBVvFUJjhJAdWJQeX0QBKTJDp1d58IQ4V0HuelEmr6sQhvZtt5rh8qsQQEQHVnojhEBojNAXW8DSRwgzycDiCGF7hBDdvgNrw04PAGBAdQlsFhNuPWEEZlxyCGrL7fhlmwuzvw+OE/ataFvAcvtUqJ0Q4F657gOYZTf8FQPh6X1Q1rabSQaWN6abtDyDMcR06GOElWs/gCnQkpN9pCPTHCx3nGiCYsYCFhEREVGWxMvAMkYI2YFFaYpcuVLv5AOA2orQSoQtORohDBUeCqEDy2aREAi9djoyQggETwTliPvkDxWfzBwhzDqB7j9CqHdgDepZalw2dmhP/O+6cThyRC/jsr5Vbcf2XAEFnbEAoR5i3rT7mYCU/vM8kfAqhGmEuMfk2pXZQ11cOcry89buB1/VUJhUHyrXvJuTfaQj0xwsdmBFYwGLiIiIKAuECI8oRXZgMcSdMhUu4phgiiiy1JaFRghd3TgDK6I7Su9UqezACCHQdoww3IGVQQHLwhHC9gjR/UPc14c6sAbWlERdXlNmx7MXHYh7T9sLJ+3TF0eP7BX1/YCiwpdhHlI6rK4tKN2yAADQOPTMrG5b/5Cm1S9DpFiJ88rRK6qWZ1AES4skGV1Y1atej3uVT1ZuxdUvf4stMStI5oo7g5+7noEV+SFGMeOjQERERJQFnoBqfKJeHvpkGQh3YAVUrSiWlafsMVbiizlx6ZXjDqxAQaxCGM6n0l9XegGrJcMOLE0ET7h1RgErkwwsMwtYyajdfGp6vd6BVVPa5nuSJOH80QPxxHmjUFVii/qe2692Snda1S9vQoKAq89oyOW7ZnXbevFJVkXKH87o7ydtRghz1IEFAE27nwEhmVGy7VtUrJ3d5vsfrdyKDQ0eLN3QmLNjiCRnkIOljxBmr3+ua2MBi4iIiCgL9M4Os0ky/kAHoj81ZRcWpcMX07Ggy3UGllIIGVh6ASti7EkvYDVlWMACAI9fNU4gZWOEsCMZWCxKJ9KdQ9xVTWBjQ7BrZ0B1SZJrR3P5FeT8oREiPD6YxfB2ndNqht646E6xAOWNGSEMZ2BlP8Rdp5TUonHYWQCAAZ9chZofp0V9X18Iw9UJHXFAZjlYHCGMxgIWERERURboQbRldgukiJPu6AJWN29JoKwKdyxEF7Byvwph/jOw9H1bI14/FREdWKmOLcVSNWGMLOkFOis7sHKiO48Q1jV7EVA1WM0S+sXJuEpEVrWUCz4d4dy+FPbmNdAsTjQPOjHr25ckKe2VCP1tViFMfyXDTGw+7H7sHHE+JAj0W/QX9F14F6AFu+B2hMawsznGuHxLM15YuC7ue0O6OViKqhnvhU6bOcm1iwMLWERERERZoH+KHLtSkMVsMjJ22IFF6TBGCK0xI4Q5L2AF96to+VtJzsj/Mofve1WogBVQNeOxSVdwjFAxtgNkGuLOVQiTUbpxd5q+AuGu1SVpPX88gc4ZH+yxKth91TzoeGi2spzsI5yDlWoHVqiAZeukDCydyYIth92HuoNvBwD0XD4dAz++HE3NTUYnXDaLis98vgavL9mEbxOMJbr8qtHlmkzkcZXa2IEFsIBFRERElBV6m3+5o+0fmXoXFlcipHQkHiEMFrB2ugM5KaBEjn7la4zQG2hbwHJYzbCFXkvNHRg78gZU+GUVshK8nxmFuLMDKylNiJRP1LuadXqAe5rjg25f7scHJcWHqjXvAAAah56Vs/3oBSxXiq9Fvejs1DOwIoLgc06SsGOfK7D+yCehme2o2PAR9v74PNSiCQCiFnfoCFnVsL4h+NzY2hJ/xNsXULGl2ZtSIbOuObgNi0ky3vuKHR8FIiIioixwRYwQxrKHChAcIaR0hEPcowtYPUpsRtFlpyuQ1X1qMV1X+Spg6SeUsSdtxkqEnsxPelVNoMkbMEbcLJlkYJn0Alb37TLqKCGQtw6+XNMD3AfGCXBPRItZBTNXKjZ8BHOgBYHSfnD3G5Oz/RgdVCneJ70gry9sUtZZHVgRWoachLUnvgLF3gM1zcvxlv1O7CZtzloH1vqdHuM5v701/nuzANDiVbC5ydvuwi6qJrClOZizFvshRjFjAYuIiIgoC1pT6MDKdOyJipNxwhczQmgySehZFlqJMMtB7nJMbpE/T0vJJSxghXJ3mjsQ5K6J4Amk3mmW0QihhR1YyQgAaoZZZYVunbECYeodWG6/0inB9lWrZwEIrsAHKXen+2VGCHt6BSynEeIefC27O2msUufpfSB+PeVt7LT1R39pB9603YUe3nVZ2fbaHS7j//V8rXiEAFq9MrY0Jy5iNXkCaHIH3+eYfxXGAhYRERFRFhgdWKE/yiMZI4TswKI0+BKEuANAr4pQAasluzlYsblF+Rp7TVjAKgkHuXeET9aM4lNmIe5chTApAajd9PFZr48Q9ky9A8sdUHJeqLF4tqF802cAgMahZ+Z0X8YIYaodWEp0QT6yW7kzOtMiBSoH4/5+j2OZthsqJQ8met/IynbX7HAb/99eAQsIFtKbPTLqm31tFqWQVQ07XQF4QqPUJezAMrCARURERJQF+h/g8UYIHcYIIbs1KHW+mGXnI9WGOrC2JzlJSldsR1EgDx1Gflk17rs9QQdWUwcLWAAiOrAyGCFkBlZSAqJTOo46mxAiXMBKMQNLCJHz1fYAoOqXtyEJFZ5eoxCo2i2n+zIyrFLuwNIzsILvZ2aThNJQZ1FrBzLtMrXW48Bf5AsAAMdoX8Lsix+6no4121MvYAHBIlajJ9CmiLXT5UdA0eBJkINYzFjAIiIiIsqClELc2YFFaTBC3OOE9+aqAyu2oygfHVhuvwK/sQph9IlbhbPjI4Q6vdusIyHu3TWkPBuEgJEz1p1sb/XDK6swSUD/HqkVsDwBJferMgqBqtXBTqJcd18BERlW6WZgRRRj8pGDpdve6sO3Yih+1AbBIcmo/PnVDm1PEwJrIzqwGtyBlDruNAE0umUj9N0nq2jyyBCIGLvkCKGBBSwiIiKiLGhtL8Q9FFrLDCxKh7+dT99ryx0Asp+BFVtwyEcHliugGt2KNkt0cUkPce/oCCEQDhi3dGCEMF8h912BQPcMcddXmdulhzPlleE6I+fJsXM5nI0/QTPb0TTk5JzuCwBKbMHfdfqYWzKxGVgAUG4Pvp5bO3mEUAiBba1+ABJeUI8BANSsnAFomX/ItLXFB6+swmqWYDZJRndVKlQh0OCWsa3Vh52ugPFBgr4aq5MdWAYWsIiIiIiyoL0RQj3zgx1YlA6foo8Qtv2TvbZcD3HPcgeWEtuB1bnPWUXV4PErRuHMFrMCY5XegZWFkSO9WJdRiLs+QtgNCzTZ1B0b1NaFumwGVqeef+XyK8j1M6XHL8Hw9pYBx0CzV+V4bzDG/zyB9EYIIztK0w2Cz5YWn2IUyT/AYWgSpXC4NqJ807yMt6mPDw6sLkVNqQ0AsCON92dVE9jREkBTRNHLG3r/LWEHloEFLCIiIqIscIVOqMvijhCGMrDYgUVp8LXTgdUrVMDanu0CVkwHlq+TC1iegApNC+fF2czRpyvGCKEnmyOEmWRg6SHufE23pzuOEBr5VymuQOiVFfgDOX4cNBWVv74DAGgaekZu9xWSaQdW5PtZuTGG2LkZWPr7ZlWJFXZnGV5XDwcA1Kx4IeNt6gHuQ2pLjVVi080oVIVAZE3cywysNljAIiIiIsoCIwOr3Q6s7ncyR7mTlwJWTEEm2yHxybj9ClQhICsJQtyz2IFljBB2pAOLBax2dcdVGtftDBYqBtWk1oHl9qlQRW4fh9L6r2H1bodir4Rrl9/kdF86p9GBlWIBS19VNaKbqCzNIPhs2R4ave5VbkeZ3YIZ6tHB49k0D7aWdRltc812FwBgSM9wASuVIPf2cISwLRawiIiIiLLAyMBiiDtlSaKV+IDwCOH2Vn+bJdg7IjZoutEd6LTuCCGEUQgOjxDGFLBKshfirnebmTPKwNILWN2vQJNNqiqy+vwsBBtCGVgDUuzAcgUU5PohqFzzLgCgZeDxEGZbbncWUpLGCKEmRNwRworQqqKdXcDSR69ry+wotVuwXvTBhuoxkCBQvXJGRtvUA9wH15ahZ1lohNCVWgZWIl6GuLfBAhYRERFRFjDEnbKtvQ4svYAVULWsFHN0sR1FXlnD1hZ/p4RxR67UpncrWmNGCCtDJ7wBRevweKN+n6wZjRCGVyHsbgWabBIQULpRTpiIWGkulQ4sv6zCl2KHUsY0BZXrPgAANHdCeLuuNDRC6A2o0JK8BiLH5x1xViHMWwGr3GH8zl5cG1y5sceq1yAp3rS21+yVsdMdgARgUE1JeISwgx2y4eB7lm10fCSIiIiIssAYIWQHFmVJOMS9bQHLbjGjKtSNlM0g99iOIlnV4A2oxshNLnkiVmoLJBghdFhNRi5WUwcLd3qxLLMQ9+BtNNE9V9rLFtHNHp8mj2wUWwZUJ+/AavHJOS/glW1ZAItvJxRHNVz9xuR0X5H0riCB5Fl5+vighOjXtD5yn68MrF7lwQ4sAPjBeTACZbvC4m9GVShPLFX6+GDfSgdKbBb0LM/yCCE7sAxZLWAJIbBjxw40NDRkc7NEREREBS1y9KkstCx4JL0AwRB3Soff6MCK/yd7behT/m0t2StgBWKKrLKiQQig0S2jNYudXvG4/KqxUptewIodIZQkyQhyb+nA8QgR7gyydGCEEOAYYXsEuleQ+/rQ+GCfCkfSooKmCTR7O2N88D0AQPOgEwBT2w9QcsVuMUGv/XqTdJlFdpNKUvj1Vp6nDiyjgFVhD+dwBQR2jjwfAFCz4nmk84OLHB8Ewu/NHS5gGR1YnfdzLXQdLmBt3LgRd9xxBw488EDYbDb07t0btbW1sNvtGD16NO655x5s2LAhG8dKREREVJB8smZ0GbTfgdV9TuQo94wOLEv8E+VeFfpKV9nrjtILsTq9OKNoAltb/R0OLdc0AVUTkFUNAUUNjljJKlq9slGwE0IkzMACgCpnx3OwIptiOhLiDjDIvT1CCHSnh2d9KMA9lfwrl18xCrG5IqkBVKzv/PFBIFhM1scI3UkLWKGOyphifFloJDj2fSfXtsWEuAPBBSQah58DzWyHc+ePcG5flvL2jBUIewbHSvUMrCaP3KH3h3CIOwfndBmX8nbs2IFbbrkF77zzDo455hhceeWV2GOPPVBTUwNN07Bjxw58//33+PLLL7Hvvvvi5JNPxsMPP4xevXpl8/iJiIiI8q41NP4gSeFg20j6H+0dzeyh4uJPsoR6r3IHgOx2YMV2QgQiTr58ARXbW/zo18OZ9nZbvDJ2uPxtTugjmxz0jqjIjqZ4AfZ6B1azJ/MCVuRJZSYjhGaTBJMULISxgJWYAKB2ow6sdTuCHViDUihgNXnlnI9Plm35EhZ/M2RnLdx9DsnpvuJx2sxo9StJg9zDWU7R72XleViF0CeraAntr7bMYYwQuvwKVEc1moechB6rZ6FmxfPY1Gv/lLYZW8CqdFphNUuQVYEGdwC9KxwZHStD3NvKuIB13HHH4dprr8UzzzwDq7VtqzwAjB07FldddRU8Hg9mzJiB4447DkuXLs34YImIiIgKkSsiwD1yPEKnh7izA4vS4Us2QhjKWclmBlbbDqzwc1Yg2PVU5rAYRaRk3H4ZO1wBuP1qyifzkUUum7ntfa90Bk9hmn2ZF7AijyU2KD5VVrMJfkWD3I0ynrKum2Vg6R1YA5MEuPtkFZ5O6CrSVx9sHjwBMHV+kSO8EmFqI4SxBWm9Y9ntV6BqIqNicrr08UGn1YxSu9nowNLf+3aOvAg9Vs9C5Zr3UHfIn6E6a9rdnk9WsbkxWNgcEhohlCQJPcvsqGv2YYfL3/ECVoIPMYpRxr1oixYtwkUXXZSweBWppKQEl19+Ob7++utMd0dERERUsIwA9zgrEALhAgRD3CkdxrLzCTuwsrPSlc4bUNp0CcbmOymawNYWHxo9Abj9MgKKGncVvuBJnRcbdnrR4lXSKmLorxOTFL87qjILI4SRwdqZnjTrhS92YCUmEA7L7w70DKyBSTqwmr2BnN9vSfGhYt2c4P6GnJTTfSVSErESYXsSdWDpxSOBYBGrM0QGuEuS1KaA5e21Hzw994FJC6B61atJt7ehwQNNBEebe5SEayPZWIkwHOLODCxdxo9Ee4Wr1tZWCCFQUVGR8m2IiIiIuiqjAytO/hXADizKjL5yV/IOrOxkYLn9atxVCNscl6xhS6MXkhQcozNJEqwWE+xmE6wWCaomQtkvmZ3AR+ZfxetorHQG82U6VMAK7UM//kzoKxEqLGC1K9er8HUmvQNrUDsdWKoe3p7jYynf9BnMsgtySR94eh+Y473FZ+RHJRkh9CYoxlvMJjitZnhlFS6/knJnZ0foHav6+2dZRBeYbuceF6Hk85tQvXIGtu/9+3bD8ddsDwW49yyNer/Sc7B2uAIZHaeqCeNvBmZghWX1kVi2bBn22WcfVFZWokePHthzzz2xePHibO6CiIiIqOC0+sMjhPEYIe5chZDSEB67id+Ble0RQldAaVOMSdRdpIVGw2Q1eJLl8inY6Q5ga7MfO1oDHVqZz1iBMMFonzFC2IEClt4RZjFlfjqkd2AFlO5ToMmF7lLAcvkVoxjRXoh7i0+G3AkfVujjg01DTgakzi9wWM0SakJFmmQjhH4lcZ5fZ69EaAS4h8b6SkNjkJHj081DToZir4LNtRm7//cUlGxdknB7a3a4AABDaqOLmj07uBJhZMc2M7DCsvpMv/TSS3HPPffA4/GgqakJv/vd73DBBRdkcxdEREREBSfcgRX/02O9gOXjCCGlSAiRcOUunR7ino0RwoCiwhdQ2xQb0l1FTYS+OnYsegdW/JO2bI4QdiRzhyOEqekuHWp691VNqQ0VCd7rgeDzMtc1O0nxonzDx8H9dfLqgwBgMUvoXelAj9JgASvZAiX6KFy8blK9A0pfDCXX9PfL2lCBKXIVQn0cWlgc2Dz271BtFXDu/BG7vXs6dvnsJlg829tsT+/AGtKzLOryjhaw9MfMJCUu5hejjB+JM844A99//33UZa2trdhtt93gcDhQXl6OwYMHo7m5ucMHSURERFTIkmVg2UOfOrMDi1IVOW6aMAOrIniC1Oprm12VLj1kPTa3pyOdVJnSRwjjrUAIhFchbMlCActi7kgBK3hbFrDap2oCWjfowlq/M5h/1V73lSegwOvP/QcV5Rs+gVnxIFC+K7y1++Z8f5EsJgl9KhzoUWIzfucle//R38/idmDpGVSd1oEVzsACwgU0TYRD0wGgZfAJ+PmseWgYdjYAoHr16xj2+njU/PgsoAWPVdUE1oUKm4MTdGBtz7SAFZEbFm+UulhlXMC65JJLcPnll0cVsh588EEceeSR6Nu3L3r37o1LL70Ujz32WNYOloiIiKgQuZKMEDosDHGn9EQWOx0JOpHK7RajyLOtpWNdWC6/YowFRspHcUY/2bUmKC5VZSEDS9WC+7BkpQOr6xdnckmgexT51qWQf9XskTtlZLJKHx8cfBLQicUNi0lC7wq70Xmlj/8l69T0yolHCPXO5c4aIdQLSnoBy24xG+81sauwqs6e2Pybh/HLKW/D03NvmOVW9Ft0D4a+dQJKtyxEXbMXfkWDzWJCv0pn1G1ry0MZWBl2yIYD3Dk+GCnjAtaECROwaNEiXHbZZbjiiitw+umnY+DAgdi0aRPef/99fPjhh9i0aRPOOuusbB4vERERUcFpTRbibmWIu04IgW83NHa4Y6i780WsxJeokCNJktGFtd2VeZC7omrwhEKY5VBhR99jPgoP+slwouyvilAGll/RMn4e6UUnSwdGczhCmBohAEXr+o/Rhp3tr0Aoq1qnFGFMARfKN34KoHPHBy2m4PtNdaizCAh/aONXtHbHcfXXqSNOV2WFkYGV+xFCVRPY6YoOcQeAUnvbIPdI3l6j8Osp72DT2Aeg2KvgaPwZQ94/B5blrwMABteUtrn/egdWi0/J6MMrb4KVG4tdh4cpTzjhBCxYsABXXHEFrrnmGpx77rkwmUzYd999UVLS/vKiRERERN2B/od3shB3H0cIMW/Vdpzx5ALc9uYP+T6UguaL6Fhob3xEz8HqSAeWJ6BCDZ1f6R1YeqdEII8FLFuCEUKnNdwxkWkXVjjEnSOEuSaE6BZdanoHVqICVqtX7pTnQvmGj2FS/fBXDIavZs+c7w8IZsX1LLehJqJ4BYS7p3yy2u5ryddeB5Zdz8DKffFvp8sPTQRf93oXWeQxtDvGaDKjccRvseqsz9E49EwAwNhVf0M/7GgT4K5vU//dvzODlQjbe8yKWcYFLL/fjyeeeALXXHMNHnroIYwePRpffvklrr76akyZMgWnnXYali5dms1jJSIiIipIRgZWog4sjhAa1u0IngTO/r4OTZ7MlhcvBr4Ey87H0oOIO7ISoduvQA2FF+sZWPrYSj4zsBIVsCRJQmUHxwj1YPFshLjH5oZRNCG6x2O03ujAalusEEKgyZf78HYgPD7YPOTkThkf1ItXtaFieSSj8ONXEv7+A9p/P9Nv1xkZWPr7ZM8yO0wRj13k/UhGdVRh07iH4O51AJyaG/+w/guDa5xtridJUoeC3D0cIYwr4wLWb3/7W8yYMQMVFRWYO3cujjzySADAMcccg88//xxTpkzBDTfcgFNPPTVrB0tERERUiIxVCJOFuHOE0HgMAqqG976vy/PRFK7YkRtZ1bC91YedLj8a3QE0e2W0+mRUlwY7IPSl4dMlhIjqfNDze/SxFTkPz1mjA6ud8b7K0BhhpkHuSlY6sILHl48uta5EoOuPEPpkFXXNwddYvAwsl1+BP5D7+2jyN6Ns02cAgKZOGh+0W01Gp2es8PifgjK7JWFBuL1uonJ7KAOrEzqwYgPcdekUsAAAJgs2Hf4IPLDjUPMKHNf6Ztyr6WOKmRSwOEIYX+IyaRIfffQRvvnmGwwdOhSKosDhcGD79u2ora0FABx11FE46qijMG/evGwdKxEREVFBajU6sOIvra4XIQKKBiFEUa8oFBn2++a3m3D+6IF5PJrCFXvC5w2o2N4agCaEkU8lSRKs5uD3f9nmQkBRYUuQG5WIJ6BAjeiO0cPNwx1Y+czAaq+AFXytNXV4hLAjGVgcIUxVVx8h3NgQ7L4qd1jQo6Tt+3yLV+mU8PaK9R/CpAXgqxoKf/XwnO8PAErb6QDScx9dfgWldgssJqnNQhBA+P3MaQ2+3ixmCaoqICK30QkdWNvj5F8B4QKWO40VJLda+uE5+Xw8YH0We//0KH4ZcWybn0nPMltov+l3GzPEPb6M37EPP/xwTJ48GXfccQdOP/10jBw50iheRRo/fnxHjo+IiIio4LlSDHEH2IUVOUb57YYmrA2NFFI0n17ECT13PAEFqiYgRHC5d33FQP1EbHOjF+t3etCaZkHHHVCjTjiNEcI8ZmD5Q/u0tlPAqggVsDLtwJL1AlaCgPxUWLgKYcq6epfauogA99gPIAKK2ikB5ADQY/UsAEDzbqd0yv5MEuC0Je55icyOMpmkhGOEke9nFpOEPpUO2G3B1095J4a4b28JdtHFdmCVptuBBeDXHS68oh6JBaYDYNIC2HXedZDU6EKVnhmWyUqEPnZgxZVxAevVV1/FOeecg4aGBhx22GHstCIiIqKipf/RmyzEHQD8RR7kHnv/31q6OU9HUtjCHVjB544nwWp7vUMnYltb/fDJGjY1erG1xQsthW4Qv6yi1acg8pptRgjzkYGln+y2M0JYFSpgdTTEvSMZWDauQpgyRREQousW+tYbAe5xxgd9Styuo2yzNa9FWd0CCEhoHDox5/sDgq8PvWsqHr3r2BVQoGki4Rih/n5WYjOjR6kVPUps6Flmh9kkdWqIe3iEMHokMu0RQgBrt7sBSHilzx+g2HvA2bACvb59JOo6tR3IwOIIYXwZjxDa7XZce+21ad1GURRYLBnvkoiIiKggJQtxt5gkmKRg10ywAyn+qGEx0DsxBvcsxdodbrz57SZcf9RQmDpQSOiOwhlYZsiKhkCCwmeviuCJ2E6XPxRMbsKO1gB8soY+FY6o7j99u26/gla/Al9AbROurZ+I53eEMHjfE4W4A+EOrExHCPUQd65C2DkEBGRVS3vEtVDoAe6D4qxA6AoonRLeXv3zKwCA1l2PgFy2S+53iOBrsL2fmf47TwjAHVBQkmCMUH8/q3RajTD4KqcVLV4ZFaEimNuvQBMiKlw92/QCVqIRwnQKWGtC3cM1fXbF5pF/w8BPfo/a759C665HwtPnIADoUIg7Rwjjy7gD65BDDsELL7wAWU7+S8Pn82HatGk4+OCDM90dERERUcFKFuIuSZKRZVT0I4ShQsyEvfuizG7BpkYvvlnfmOejKjx+Y9UuE7yymrDDo6rECqtZgiaAHe7g+Iomgpk86xs8aPbK8AQUbG/1Yc0OF9Zud6Ou2YdWrwI5lEETSdYzsKx5LGCFimrtFbAqOzhCaIS4t9PllYyVI4QpEwKdkhGVK+v0Dqzq6A4sWdHgSSM3KVOSGkCPVa8DABpGnJfz/elKkhRP7BaTUQR2+ZWojqpI+iqEu1Y7jQ4tSZJQW25HZShTTBPI6WMphEghAyuNDqxQAWtwz1K0DD4BjUMnQhIa+n92A0wBF4DIDKxMOrBSW4m22GT8jv3BBx9g7ty56NOnD8477zxMnz4dixYtwi+//IKff/4ZCxYswL/+9S+cf/756NevHz777DO8//772Tx2IiIiorzzK6rRVZQoAwsIjxFGZkAVI/3+VzqtOHHvPgCCYe4UzaeEQ9w97XR4mCTJGIfZ1hK9EqFf1oLZWDs82Nrsh9unQgnlaCXSVTqwKrM0QpiNVQgVdmAlpQnRptuvK1kfkYEVyRXonPHB8vUfwuLbCbmkF1p3PTLn+wOS518BwSJUbAh7mcMCc0QXlRDC6MDSM6F0JTYLepXbjVHpVn/ucrBafIoxnhxbwCq1B9/vUu3A8gZUbGnyAgCG9AwWNbccejcCZbvA3roBfb/6a9R+3H7V6KhKlVcOHgtHCKNlXMCqra3F9OnTsWTJEgwaNAiPP/44xo4di2HDhmHkyJE4/PDDMW3aNAwaNAjffPMNXnzxRfTp0yetfUyYMAGTJ082/r106VIccsghKCkpwUEHHYQlS5ZkevhEREREWRG5clJpO3/s20NjGL4iz8DSi312qwlnjOoPAJj9fZ1xgkNBkasQJsq/0vWuCOVgxRSwgGChRtHadlolEhviLqudn12kn2Ta2umO6mgBK5sjhF09oLwzCHTdUUtZ1bA5VKwY1DO6Ays49pb7Y6j+6WUAQOOwcwBT50TyJMu/0hkh7KHiT6ndErU4gl/RjPefeL8je5bZjSyt1hyuRKgX+KtLbEbxWZfuCOG6nW4IANWlNlSVBLusNFsFNh3+CAQkVP/8Cko3f4kSm8XoYkt3jFAveCXrgis2mffMhgwaNAj3338/vv32W/j9fmzduhXbtm1DIBDAN998g3vvvRdDhgxJe7uvvvpqVMeW2+3GiSeeiHHjxmHJkiUYM2YMJkyYALebK9cQERFR/uh/8JbazO0GQtut7MACwqNxdosJBw+qxi5VTrT6FXy8cmuej6yw6IVOq1lKmH+l0zuwtmaw0lUsJWaEMHhZ5xaw9DHbXHZgKUaIezZGCLtmYaYzCdF1H6fNjV6omoDDaopavU5RtbRGzjJlbVmP8i1fQkBCw/Bzcr4/XbL8K12ZPbr4ZDZJxqp+AKBq4Z97vG4iq8WEHqExQlcuC1gJ8q+AcPd0qgUsPf9qSGxBs+9oNOxxIQCgz+IHAKFlnIPl4whhXB0uYEUym82ora1Fz5492ywvmo6GhgbccsstOOigg4zLXnvtNTidTjz00EMYOXIkpk6divLycrz++uvZOHQiIiKijLRGjE3Eo3evGCOERd6BFVmcMJkknL5/MIz4zW+5GmEkvQPLYjIlHVHqFerAih0hzETsCCEQ7ojqLMYqhCkUsPyKllH3npKFEUILM7DS0lUzsCLzryLPcT0BFWonfB5R/fOrAABX/99ALh+Q+x2GpNr5U26PHiEEgr8PTVL0GKLTak64WEdNafA9LJcrEW5vp4BVmmYG1trtwYyrwT3brkq5df/roFpLUbLjB1SunZ1xAYurEMaX1QJWttx888244IILsMceexiXLVq0CGPHjjXeNCRJwmGHHYaFCxfm6zCJiIiIwgWsBAHuW5p88AYUhriHhIsTwcfj9FHBAtZnq7YbJxgU/vTdbELSEaU+oZUIt2WjAytUjIn81L+zO2f0kbz2uj+cVrNRfMokyD0c4p55AcvGDqy0yErXLGAlyr9y+xWouR6v1WT0WDUTANAwvPPC21PJv9KFu5fCr8NSmxlWiwllDgtsluBrTM+ZiqeqJLwSYa5saw0W+HvF68AK/f6WVZFSl3Rd6MOC/j3arkqpOntix96XAwB6f/MQepcG3yd2uAJpHS9XIYyv4ApYn376KT7//HP8+c9/jrq8rq4O/fr1i7qsd+/e2LSJoZ9ERESUP/rIQVkowyOSEALugIINDR4j1LbYs570kwO9u2a32jLst2sVVE3gne+25PPQCooe4p7KkvLGCGEWOrAiO5PylfGUSgaWJEnGSW8mY4SqqhcIO56BxQ6s1Miq1ul5aunwBlR4AkqbrzWhbpvI/CtNEznNa9JVbPgEVu92yM5atAw8Ouf706WafwVEZGBFPB4WswllNgv6VDiM1fTaK8ToOVKyqiHzV2T79JUA4xWwnFYz9LeCVMYYd4aKUbWhVQZj7djrMiiOGthb1uG4wEdR+08VO7Di65wEuBT5fD78/ve/x//93//B6XRGfc/j8cBuj36y2e12+P3Jnwh+v7/N9ex2e5vtEREREaVL/9S5PE4Hlqxq0DQRDMIOXeYt+gJW23yjM0ftgmUbm/Dmt5twydjB+Tq0ghIeIUyhgBUaIdzpCkBWtTYBxelQIzqTrGYTZFXt9NXjUhkhBIAKpxU7XIGMClh6oa4jjxVXIUyPJoLvhXpHTqHwySqueflbfLxyW7vXG1Ad7rZxB5ROGYkMh7efBZjafkiSK6nmXwHh7qXYgl6vCjssZhM8/uB7WXuLnOjFaFnVYLOYctKpHM7AcrT5niQFc7tafQpcfqXNaomRhBDGOGCi62m2Mmzb/1r0W3gXjtk2HQ7siR1pdMhqESs3soAVLWsdWD/99BOam5sBAHPmzMHVV1+NZ599Nq1t3HPPPTjwwANx3HHHtfmew+FoU4Ty+/0oKWnbthfrgQceQGVlZdTXAw88kNaxEREREcWjf1pbHicDK6BqxviX3q2xpdmXsAtLVjQ0e2XUNXmxtcWblW4FIQRafTI2N3rR6ElvhCEXYkcIAeCkffrBapawfEsLfq5vzdehFRQ9K82SQoGlymmFzWKCQPo5K7FkTV+dz2R0QHV6BlaoIGRNUsAqT3PlsEjhEPdsdGCxgJUKIaIDvQuBpgn84Y3vkxavKhwWjN29p/Fvt19Jmk3XUdbWjSjb9BkAoHH4uTndV6x0Vr5LFICuv3d5AsHL2+3AcoaD4KtLbejAyzKh7S2JM7CAcCHOHWj/Qya3XzUKbDUJOrAAoGHEbxEo2xWl8k78zvy/tN6b/XJ45UaOEEbLSgfWM888g6uvvhoff/wxKioqcMopp+DII4/Em2++ifXr1+Mvf/lLStt59dVXUV9fj7KyMgAwClZvvPEGzjvvPNTX10ddv76+Hn379k263dtuuw033nhj1GXsviIiIqJs0ENn42VgyYowilD6p9kur4wNOz3oVWFHhcMKj6zAG1DhDqjwBVSomoAmghkkmgb0qXRktDiOrGpo9cpo8snwBTSomkCLV4LQBKrb+XQ51/xxumt6lNpwxPBe+HDFVry5dBNuO2Fkvg6vYOhFzlQ6hCRJQu9yOzY2erG1xY++lc6kt0lEVcMjhJY8ZTz5UxghBICSUEdHJl2NetdUR0Lc9Z9NZ49YdlWaEJ3ezZfMPz9ahXe+2wKLScJ/Jh+EgwZVx72e1Rx+PQgh4PLnvpO2x6qZkCDQ2m8sAhWDcr4/XTr5V0D8EPdInkDqHVhNXhmVJVbsdPsRyGJmmjegGr+r440QAuEg92QjhHohqtxhifogJpYw27D1gJuw62fX4wrLu3jTdSyEECn9Ptff0yQk70QtNll5NB588EG88MILOPzww/Gf//wH++23Hz744AO89tprmDZtWsrbmTdvHn744QcsW7YMy5YtwymnnIJTTjkFy5Ytw+jRo7FgwQLjj0AhBObPn4/Ro0cn3a7dbkdFRUXUFwtYRERElA2udlYhDKiq0YFli8gT8isatjT58Ms2Fzbs9GJrsx+tXgWyKozrawJocAdQ3+xLqxPLG1BQ3+zF2u1u1DX74PapRqeAoglsbfGnNcqQbXoGli3mj/IzRvUHALy9dHPOOxu6Al9MVlgyvSqyk4MV2ZmU7wysZPdd70zwJOmYiCcbqxBauQphWgQKq1tt5uKNeGLuLwCAB87YG78ZVgunzRz3K7IT0iurkHPdlagpxuqDjSMm5XZfMdLJvwKA8lD+Y6JOSE8KYeSVzmAnU5MnAKvZhIo4mZIdoQe4l9rMRqEqVlmKHZ073MHfnz1T+CCoaffT4OkxAhWSBxeLN5N2d+n0DzAcVnNGH2B1Z1kpYG3evBljx44FALz77rs47bTTAAD9+/dHa2vqbeADBw7E7rvvbnyVl5ejvLwcu+++OyZOnIimpiZcf/31WLFiBa6//nq43W6cffbZ2bgLRERERBnR/9iNn4EVPrGNHcdSNQG/EuyMSnT6m04RK6Co2NTowbodHuxoDcCvaHFXr1M0gW2tfuMP+s4WrwMLAI4YUYuqEiu2tvgx/5ft+Ti0gqKf9MUW+hLRuwo6uhKhoo8QmiXjOdvpGVhq25y0eEqsmRew9CKpuQMZWBaOEKZFiPCIar59uXoHbn/rBwDAlCN3x1kH7prybTtjfLB846ewerZCcdSgZWDbeJ1cSif/CggXflp88bPo9BHC0nZD3MMdWABQ4bR0qLgcSw9QTzQ+CKRewNID3GtKE48PGiQTth18KwBgsvlDuLauS+Fo2xb9rK2bgi8gyk4Ba8SIEXjppZfwn//8Bxs2bMBpp50GWZbxj3/8A/vuu282doH/Z+/M4+So6/T/1NX33DOZO5ncJCFcCYEAciOCCEQRD1RAXV1ZccVdUXQF2Z9HBFxccGU9ccEDlFsOQYFw3yCEHOSaZGYy99l3d12/P6q/1dXd1d1V3dU9k+T7fr2yLjPdVdXd1d3zfep5nk9tbS0efvhhPPfcc1izZg1efvllPProo/D7/cXvTKFQKBQKhVIhCjmwjEW0pM8naVMMKCZiqaqKyUgCe8ejmI6IkAoIYgRZUTEeSmJ4xpmeLTvoApahmFaUFUSTMk5Z1gIA+Ou7I1U9prlIzKaA1ZpyYI2W6cDSS9xZdlYicqqqpqcQWnRgxZIldGDJ5TuwXNSBZRtpDsyw2DESwpd+9wYkRcX5R3bga2cts3X/UEIq+hlbLnp5+9KLoHIWhBIHsdN/BeTvwCIQMcaXx/kEAA0+4sDSBCy/W4DHwe6nsRCZQJhb4E7QO7CKCljWHVgAEOo6DW+zq+BmRCx49xZL9zFOIGSkOHr+chFqfnc2MLXP0v0PZhzpwPrxj3+Miy++GJOTk7jiiiuwYsUKfPnLX8b999+Pv/zlLyVv97e//W3Gf69btw5vvvlmmUdLoVAoFAqF4hzpDqzMyIOsqBkxk3IKsYmIpapAe326EysuyhgNxRE2xAStIisqJsLaNkvt2bKLUZzgGC0uEkpIiMQ1R8PCJu3C5M5RWuROFjBuiw6hVqcihAZhh4iu1XQYGcWgYhFC0oE12xFCOoXQOrPtVhsNxXH57a8hlJBwbE8DbvzoEbY+++KijESyso9BCA+iZmATAGCyyvFBu/1XQPEOrEhKYPYVmKanO7CiSSiKCpZlUO8VEE1Ipk5iu4wWKXAHDB1YRSOEmgOruUCBewYMg7vrP4cjJ7+GJYMPYdfUl5FoKCyaGicQNm35DVyRQSgsAwTmWdvnQYwjAtbpp5+O0dFRzMzMoKGhAQDwne98BzfffLM+mZBCoVAoFArlYCSfAyspyxmOf1eZYoCiQp8i2FrnwWQkgclIsqyiWyKMKSrgc3OAqolMKrTCZUDrrfHwHGo8fNkil9HJMzQdh4tnMxYnnQ1a+fje8WhZ+zkYIAsYq1EeEiEcKTtCSKJ1hg6sKk4hNO6rWIG9r6wOLOdK3MsRZep2P4iOF6+F5G1CsnYhEnULkaztQaK2B8m6hRD97QBz8JQ4V3uipZG4KOPz//c69k/HsLDZj198em3BEm4zIgkJcoVdqw077gajKgi3r0eyblFF95WN3f4rwEIHVqK4A6suNYVQUYFwUkKtR0CNh4fAsRlO5lIZ1R1YTkQItW01+a13ak81HoXHx9bibO51tL5+I/rO+mXB2xMHbisfxrx//I/2s5OugV8ofUDHwYIjAhbHcRgeHkZLS4v+s9bWVuzbtw+rVq1COBx2YjcUCoVCoVAoc458HViSpOoiEFCeA4tARKxwUoKYp+OqpG1GkphOaUaq/n/SsCwDr4tDo9+F2jKErAmDuKKm9m2kq94HQOsrCSck08mOhwIJUUZCtBajIxAH1mQkCVFWLE0vNEM2OJNmowOLlPyzTHFxSY8QljCFUH+cZXRgCXoHVmnPjxAeROfz14ATw+ATU/BM78q5jcK5EW9ciWjLkYi1HIXovKO0iXQHqKilqGpZ52c5PLNjDO8MzKDeJ+D2y45Fg5UOoyzCCaniVUQ1fX8HAEwt+2hld2SCS7DXfwWkL96EikwhLBRN9AgcPAKLuKhgJiqi1iOA51jUenmMh5JlRzbHUp2PVjqwikUIx0kHllUHFoCWgBs3SB/DWdybqNv3OPxDLyPSnn8YHflM+2Tiz+DEEGKNK5Fc9VHQ8qQyBKw777wTt99+OwDtSt2GDRvgcmW+iIODg2hvby/vCCkUCoVCoVBmEUVRcc8bAzhmQQOWzAvk/J4IWLkOLCXjj+50B1Z5V5MVFbq44RQqCvfDyoqKcFxCLCljXGDR6HehziOAteheSUoyxkJJ9E2knVVm4kTAw6POK2AmJmLPWBhHdNXbfCRm+1bw5zf6cdKSZixoOjD+/I+Jct6y+3zUenh9ATgWSqCjvrQr9cRNZOzAqmbxNhGDXDxbVCj16R1YpUcIOQccWElZgaqq9oRdVUXn898EJ4YRmbcGo8dcBVewF+7gXrhmUv8b7AMrJ+Abewu+sbf0u8quWkRbjkS482SMH/5ZgHV2YlslUVXN/TYbAlb/pPb5c9KSZvQ02/8sSEpySeeaHRgpBu/ENgBApH19RfdlRqGYXz6MziUS/zNipcQdAOq9LgyLcUxHRXQ3aj+r8wmYSnU7lgMpcS/YgVWky4tgtwMLAJoCbuxWO/E391k4O/E4up/6F+y+4C8QAx2mt48lZXQzIzg7qtUxjRz3LdQdoKK105QsYG3YsAG9vb1QVRWbNm3C+vXrEQik/6hjGAZ+vx8bNmxw5EApFAqFQqFQZoNXeidx9b3voMEn4JGvvC9HGAilJi9lu4WSkpIZIXTAgTXbyIqKaEJGPBnDhJBEo1+AV+DAsQx4ls1ZuGgF80lMhJNISgqiqavKAsfkXex31nsxExPx3nDIEQHrqe2j+Pb97+LMFa341aVry95eNYglZcuT+AgMw2BejQd9k1EMB+MlC1hGB5YwC+cscWC5LAgc6SmEpZS4OxchJNvziNOQvU2W7lu/8x7UDGyCwrmx/+QbkahfAuDkzBspElyhfnjH34Fv7B/wjv4D3ol3wSWDqNn/HGr2PwdWjGB0zddKfgzVRoXmTsUsaG6kH669Lr+IUYhIwn7XoF28Y++AUSWIvlaIfnNxo1KU0n8FADWGizeRpKRHCgnpiXqFt13vEzAcjGM6ltR/5hV4+D0cZqL23+MESVYwmeqtKhQhJAJbIQdWNCkhkno89hxY2m1vUD+Dkxv74J3chgV/+zx2f+heqHzuZ3VMlHE1fzd4SAh1noxI18mos7y3g5uSBaxAIIBrr70WANDT04OPfexj8HhK+zCgUCgUCoVCmauQK7dTURFf/sObuOsL6zNEBRKbyBGwspxW5XZgzSUUVRNZhkQZLMOAaFFcSvTgOQY8yyAmKhklvGKqr6uQONHZ4MXWoSB2jTpTQTER0V6/vRMRR7ZXDYKpUnvAmpBDmFfjRt9kVC8stotsmGCpvZblReRKIT2BsLgTxOtEiXsZTiCeS4tfLf/4Kbr/8WOMHvEljBz7TaCAG4uPDKPj5esBACPHXJUSr0xgeSTrFiJZtxAziy/QfqaI8EztQO3ex9H61k/Q8vb/YGbRB5FoWF7y46gmqqqW7aYplaEZTcAicVu7hB0qFC+Eb1QbWBadd0zBc6gSlNJ/BWguUYFjIMoqwgkzAcuaA4v0YJFJhIRaj4BwTC65e2w81fPIswzqfPmVUysdWBMpIczn4vQhElZoTgln/REOey/8JZY+dD68E++i69l/R/9pP815rVuC7+JD3MtQwGB43TWW93Mo4IgP7dJLL8Xg4CC+/vWv48ILL8TQ0BB+85vf4IUXXnBi8xQKhUKhUCizRtTwx+ybfdPY+Nh2/b+TkqJHvWqyIoTZMT8X50yEcC6hqJoQIMrav7ioIBSXMBURMRZKIhzPXPAR8a5QfKgr5RzaPeaMgEUiP8Mz5U3nqxYJUUY4nl7AWXVgAemF+WiotMcqGaKCPMfMiuiqO8+44ot3XxkdWKTXy4kIYR3CaH/3fwEA8965Da2v35g/k6uq6Hzh2+CSQUSbV2N89Rfs7ZQVEG9ahdFjrkJw/llgFRFdz30DUCobbXMKVa1uJNVI2oFl350oyUrRbiQnyBCwqkwp/VeA5v4k4o9ZD1bagVV42w0+zaU0HU1m/LzWI0DgS3+fjgXT/VdsAVHQSoRwQu+/sh4fBNJxw6SsYEJox74zfg6V4VG/5y9oeft/Mm+sqvjg8G0AgH80nI140ypb+zrYcUTAevbZZ3HEEUegt7cXf/3rXxGLxbB9+3acdtppuO+++5zYBYVCoVAoFMqsQP747kwJK795oRePbh4CkBk18BscWFrBeuYCVu/AOoAjhOVCxAmhgCjTRSYRTjgziZAIWOGEhGBcLHLr2ScqyvoEQsCugJWaRFiGA4uQ0YFVRQErIVmPTnoNHVjZ77dikMcqlCFgcSwDjmXwOf5R8FIEkkcr7pn39k8x782bTe9Tt+ch1Pb9DQorYODkHwNsiYEYhsH+E78HWQjAN/ommrbdWerDsMRzO8fwnQffzREX7KJHCGcB4sBqq7MnPgCak7PS8UGo6qwKWKX0XxEKFbmT71B/kaEc9T5zBxabck6V+k61MoEQSDuw4qKiR4yz0fuvbA4AEDgW9SmH2Xg4gWj7cRg84T8BAK2v34iafU/ot63pfxLL4m8joQp4tsumwH0I4IiAdfXVV2Pjxo245557IAjaC3PDDTfghhtu0GOGFAqFQqFQKAcixN1x4pIm/PMpiwEAV9/zDvaMhfUrtV6By3AVJWU5J2pyMDqw7CLq7poCEcLUJML+yShkB56rqEEMOhBcWPGkjLhInGpMQcdANqSgmDhN7GKcNsjNUgcWOUfcFpwgxIGlAhminxWI26wcBxYANHERXMY9DgDYf+IPMHictvZpfesnaHnrlozbcrFxdLyo/X7sqCuRaDysrH1L/nYMH6vFi1pf/xGE8P6ytleIh98Zwj/6p/FW/3TZ25oNB5aiqPr7os2mAysUFzEZFiseHxTCAxBiY1AZHrHm1ZXdWRYsA1uRuGxq3JoGYOZeIhHCQlMIAejxvulY7oWGOo+QEdm1g5UCd+34jF1e5p8n46kIoZ0CdwK5z3jqeCZXfAoTKz4DBiq6N/0r3FPvAYqEtld/CAC4Xf4ARH+X7f0c7DgiYG3evBnnnntuzs/PP/987N6924ldUCgUCoVCocwK6T++efz7+5dh3cJGhBMSrvj9m/qV3dwJhCrULEcIiUSJh7ADi3QpCQUWIq21bnAsg4SkYN9k+S4s49SwwelY2durNJGkjITNAndC+RFC7fVhmawOrCp2FiVtOLBcHAuiP9mdDicZyurL4VL2cdQyMYRqlyLY8wFMrP48htZ9CwDQ9sZNaH77Z/ptO168FnxiCrHGFRg78oqy9kuYXHEJIq1rwYkRdLzw7cLjRMsglBIm7AqFZsyGC3UymoQoq2CY4k4cI6KsYCSYqEpvF3FfxZpXQeWr2y3NsQw8JfRfEdIOrFzxKZrQzpliAlm9l0QIc7fhFriiDq58kO/pliKvO8cyusgWNnGSAWkHlp0Cd0JzjXaf8XDaxTi4/jqE29eDEyNY8MTn0Lz5F/BM70SQqcHPpPOLxi4PRRwRsHp6evDaa6/l/PyRRx5BT0+PE7ugUCgUCoVCmRUi+h/fHHiOxU8/cTSaA25sHw7h2/dvBgDUZP1hLcpKzjqSdIscyg4ssnAt1IHFcyzaUkLMjpHye7Dis+DACsVEDE3HsH8qhv7JKPZNRLBnLIxdI2HsGA5h50gIveMR9E9GMTQdw2gojolwAhPhBERJ0Z8nN2dv8UIW5lNRUZ/mZ4dsVxJxylVTdLUTIWQYRl8UR20KK7IDJe5sMohPM48CALYv+2cgNeZ+/Ih/xvDaqwEA7a9tRPM7v0Bt72Oo730YKsNh4OSboHL2F8CmMCz2n/QjKKwLtf1PoW7PX5zZbhaRuHMClqyoeSNalYK895sD7oKfP9mMBhOIlzAkoBRmMz7oFriS+q8I5DswW/hRVRURiyXuJEI4EzOPqdZ7hZIck2MWBSygeJE7cU+V5cAKGSLerIC+M25DsqYb7lAf2l/bCAD4netiBOEvqVT/YKd0n6CB733ve7jsssvw+uuvQ5Ik3HHHHejt7cVdd92FO++sbB6bQqFQKBQKpZIQZwe5Mjuv1oNbPnEUPvWrV7B9OATAxIElKci+Xu9KldAeyh1YokVnUVeDF/unY9g1GgLQVtY+jRPqBqsgYIViIvZPx4pP7ssq+WcYgIFWjG/HhWSkxsPDK3CIiTLGQgl0Nfhs3Z9ECHlW2+9sdGDpj92iyOBzcQgnJNsOLNGBEvemLf+HWkSwU+nE3tYzYQwEjh31ZTCKiNY3b0b7q9+DzGuvxdgRX0Lc4XhYomEpxo6+Eq1v/BgdL12HcOf7IHsaHN1HWHdglX8uqKnhD2XoJbYhAlZ7nXVn01Q0iZmYmPNZXilmS8BimbR4VCr5CtATkqJHL4u5ierzTCE07sPFs7be61ORJLYNBQGkB4QUIuDmMRpK5BWw9BJ3mx1YANCSFSEkyJ5G7D3rN1j8lwvBiREka7rxZ/FsABK8ZfSSHaw4Iult2LABzz77LEZGRnD44YfjwQcfRCKRwLPPPouLL77YiV1QKBQKhUKhzArE2eE1xB9OWNyMf3t/emx9wJ0rYGUj0A4sS1MIgXRh/u6xSNn7jGU4sCobIQzFRAzOWBCvTFBV6Au9ZIkRQoZhyipyl7NidSRCWM1z1q54RxZ4UZsClqyke8ZKgU2G0fzuLwEAt0oXQlRyj3f06K9i9KgrAQCcFEW8fglGj/5KSfsrxtgRX0K8YRn4+ATaX/l/jm47KSn6OVCKsy8bFdUVRQFgKNV/RWK2xUiIMsaCVShuT8FIcXjHtwCovoDlFjjUecoTsGrylLgb35fFIoSkA2sqz6AAhmFQ5+VhoxYQd73ej4SkYHlrDZa31RS9PfkuzzdxclyPENp3YJH7jIVzP5sTjcvRd/ptiDWuxP4Tf4igqH2eeMvoJTtYcewZOfLII3HHHXc4tTkKhUKhUCiUOUEsTwHtl05ZjNf3TuLp98Yy/phVFNVUwErHsWZnAtdcQJ9CWEQ06NQnEUagqioYOyuWLIxX64cq6MAi4lXSgde3VAcWoBUV752IltSDRXp+uNTrQ6ZFVnUKoU3xzqdPIjRfcOZDf6xsadfzG7fdAT4xjT6mAw8r67HG7DliGIys+XconAd1vQ9r0cEKdRupnAsD77sBix/agIad92B68YUId53syLaNbhRnHFhqVTqljBDx2ooDS1VVDAfjepy1GnjHN4NRJYjeFoiB6hV3swzQ4BPAltkFF0iVuOcKWNp/u3m2qNuxwae5mmZMStwJ9V4XJiNJS5+zg9MxPL5lGABw6Qk9lr5H/AUihElJQTD1+JpL6cAKkA4s84sL4e5Tsav7VABATHwJAMrqJTtYcewZ+f3vf4+1a9eivr4ee/bswVVXXYWNGzc6tXkKhUKhUCiUWcHYgWWEZRn89yeOxtUfWI6vnrlU/3nSpP8KSC/Itd8fmiKWaDEeRqJvA5OxsiOXRgdWpQQsJ8UrIC1guUsRsMpwYJFeotwIYfXOV1Hv/7LowCIdWHZL3OXSS9wZMYqWzb8AANzluRgK2PydTgyDsaOvxK4PP+54dDCb2LxjMLHqMgBA5/PXgBHLH4IAZAtYDjiwVMxCB5b2fmizIGCNhxN5S7wrRUZ8sAzB3i4Cx6LOW577Ckg7sMKJTPGJvC+tFLCTGON0VMz7HSnwLGo9Aqw8Q79/pQ+youKY+Q1Y3Vln4R6FO7AmIto55OLZHNe1FUiEcCKchFLgbwBVVfX3GY0Q5uKIgHXbbbfh61//Oi677DIkk5rlb82aNbjxxhtx/fXXO7ELCoVCoVAolFmBRAjN4g+1HgFXnLoEi1sC+s9EqbCABaDq7oO5QnoKobUI4Vg4gck8cRKrGIWNoemY4+JhKO6seAUYisxLKBgvZxJhdoTQNQsdWHZK3IG0sGw/Qli6gNW07Xfg45NI1MzHc57TAFRX5CvEyJqvIxnohCvcj6Ztv3NkmxkClgOuJBVpAbFaDAc1B1ZbkQhhNCmlBIZqHFWa2ei/YgDU+4WyBhkQ8gk/5H1pRYghUwglRUWkwPu5we8CX8TFu3ssjGd3jgEALl2/oOi+CYUcWGR6YLPfVZIruNHvAgPt8c3k6fkC7PWGHYo4ImDdcsst+OUvf4kvf/nL4FLTUj71qU/hzjvvxK9+9SsndkGhUCgUCoUyK+SLEOZDlBXkVrhnijbVjKbMJfQIYRFxos4r6FOtdo+WN4nQ6BiJJGWE8nSblEI4IWJoOu6oeAWUFyFsrSEOrDIihNkdWFU8X+32f5EFnt0phNkTF63CSDE0b/45AGDsqCvB8ZprpNqdTvlQXAGMHXEFAKB+9wOObDMcTy+2Ew44sIDqP1+kxL2QA0tWtOhg1cVIVYVv9A0A1RWweI7Ri9PLJW8HVurz1u8u/v3pEVhd6Co0MdYjcDmDU7K546V9AICTl7ZgkeECUzHIds06sCbKmEAIaBNPG1Ll72Y9WASja9hDHVg5OCJg7du3DytWrMj5+eLFizExMeHELigUCoVCoVBmBf0KskUBK1+EkGcZPfYgHuIClhVnEenB2lmmgBXN6kYams5dGIUTouWFuSgrCMVFjIXiGJyqTE9OUtaOpbQIYcqBVUqEUCEOOSJgzcYUQu2xW55CKJAOLOvCiqKqusPBrvukcfsfIMTGkAx0YWrph3UH11wazjCz6INQGR7eiXfhntpZ9vacjhACQLKKIpGqqnp8uL0u/yS6sVAc0YQzj88OQmQQQnQUKsMj1nJEVfbJQLtQ4HJoFCRxYOUrcS9W4A5oJe2kaH3L4EzB29b7hLzuyc0D03izbwocy+BTx88vul8jgdT3vHmEMDWBsIT+K0K+SYRGyHvMI7BgqxgnPVBwRMA6/vjjMwrcGYaBqqq46aabsG7dOid2QaFQKBQKhTIr6B0eFqcB5XOrMAyjO4/m0mK3mkgWS9yBdIywdyxSVuyPCBukDHcoaxLhZCSBgckYescj2Dkawv6pGCbCCUQSIiRZQUKUMR1NYnhGu83u0TD6J2MYmUlUzElnN0ZnpLVGE7CmY6JtsSHblTQbHVh23WfpCKF1Z51xspydCCEjxdHyzm0AgNGj/gVghVl5joohexoR6joFAFC/+8Gyt+d0hBDQPguUKuX0QglJ/xzPFyEMJ0RMRUTTiw+Vxjeiua9iTSug8vkFNifhOAb1fmfcV0DauZQt/ERsOpiP6NK6qt7dX1jACrgFeE1cXaqq4rcv7QUAfGBVW0HB0ozCEcLyHFgA0JxyyI6GCjiwbMQuD0UcmUJ4yy234Nxzz8UjjzyCeDyOK664Ajt27EA0GsVjjz3mxC4oFAqFQqFQZoWozT/ACy3w3BybMZL+UIOIE8U6sIC0A6tvMoqkpMBd4h/zZGrawuYAtg0FM4rcQzERo8GELj6Isop4MgmGAViGActohdNGx041SIs49h9zwMPD7+IQScoYCyXQ3eizfN90sTmb2v8sOLBKjBDacWAZH4+dCGHDjrshREeR9HdgeulFAGbHpWaF6SUXorb/SdTtfgAja/6trGJwY6G5UxFCVdWeMzdb+UX6SOo9X+cVTJ20sqJiJJiYtW5C39hbALQS/moR8PDwCo5IAQC0PkgAOeX3dhxYAHB4qmx9cxEBC9CmFkYTcoYg/fKeCewYCcPNs/jY2m5L+zSST4gDtPJ1ABlTh+3SkYqwDk7H8t4mRgvcC+LIWXv44Ydjx44d+P3vf4/t27dDkiRccMEF+NSnPoVAwHrmlEKhUCgUCmUuoSiqLoBYiRCKRVwFAs8Ciep2Cs0lkhZL3IH0JML+qSgSJQpYkpwWCxe1+DMErFhSwtCMed+NqgKyqqL6YSKNZBkl7oAWI+wdj2AkGLclYOnF5lxmB1Z1I4T2JjCShXHMhrBiXPBaORcBAKqC5s2/BACMHfklqJy2iHXx1X+OrBCcfxZk3gd3qA/esbfKEkcq4cBSAYiKAjcqv0gn7/l87qvxcBxxm0MAnMQ3Ut0Cd55l0OBzzn0FFC9xt3oBiEwL3LI/CEVRwRYQmGs9PMYFVo99yoqKO17Wuq8uPKpT75uyg/44TKZQEgdWUwnbJXSknMVWBCwPLXA3xREB6zOf+QzOOeccXHjhhWhqanJikxQKhUKhUCizjnFRbOUPcDFP/xVBn+p2iApYog13TZf+h34cMVFCbQllw8bXb1GzH4A2iTApydg/XZn+KiewK+JkM6/GrQlYBWIqZuSWuFc/8pqw6T4rZQqh0Wlj1YAVGHgW7lAfZFctppZ+VP85eY4KTdV7fMsw7n1zAN85byW6G6wLiuWgCj4EF5yNht33o37XA84JWI45sNSqTSIcDuYvcI+kooOzNRiWkRPwTGwBAETnHV2VfXrdHAJuhwUsg3NJVlT9M8ROiTsALJ0XgJtnEUpI2DcZxcLU57YZDKMJcfGkDEUFntw+goGpGGo8PDYc3VnS4yARwohJJJk4sMqJEJLvtf2FBCwaISyIIx1Y3d3duPnmm9HR0YF169bh2muvxYsvvghFmZt/FFAoFAqFQqFYgfwRyzCAx8KCOikpUAooWId6B5YoW48QttV5wDKaCDUwZX+iHpBeCDAMsKBJWwgNzsSwfzpuK3JWbRI2Y3TZtOpF7vaeN9JRRiKEs9qBZdEZ5S2hAysdlWTAWIzWNW27EwAwtfQjUIW0CGUlQvjMjjEMzcTxzHtjlo/RCaaXXAgAqN/zF0ApffqmsZjbOQGrsOjnJMN6gXumgKUoKkZDiVntL/OOvwtWSULyNCFZs6Di++NYBo2+0h1E+SDOJSBT/InqcThrvhmeY7GivRaAtRhhndcFgWeRkGT88dU+AMDFa7p1Icou5HFEE3LGd7kkK5iKll/iTqLx4+Fk3vcSjRAWxhEB6/vf/z5effVVDA8P45vf/CYmJiZw6aWXorm5GR/72Mec2AWFQqFQKBRK1TFeCS0UZSAUc2C5Z8HRMpdId2AVfy4FjtWFmF2joZKK3MlCwCdwevfIwGQMEZN4yFzCbpF5Nq21mkNgxK6ApaSFHSDTMVhOkb4d7D52ssiz48DKjkoWQwgNoKb/SQDA5IpPZ/7OQsxyMjW9rNhkNacJd54EydMIPj6BwP7nS95OxODAEmU1I4JZKiqqF7skEcLWrAjhRCQxK1MHjfhGDfHBKkyccwssajzOdV8RPAKnf14Y43d2HVhAOkZYrMgd0AS5Bp+ARzcPYTycRHPAjXNXt9s59AyIgKUCGefGZDQJFdpnY10JbmBCjUfQn/98McKYzcnHhxqOCFgESZLAMAw8Hg8aGxsRDAbx9ttvO7kLCoVCoVAolKpht78jKakotLQjDqxDN0KoPTtW3TVkEmHfRLSk3rCoYSHQntrWSChe0CU3Fyi7Ays1idBuhFDOEyFUAUdECyvYLXEvpQNLzJq2WIzG7X8AoyoId5yARP2SjN/xuiid//mZTjk3doyEq9uVxQqYWfQhAED97gdK3kx2r1FCckb0Eat0ThEh1+jAiiUlTISTsxYdJHh1Aavy8UGWARp8gmXXoV3MCtCjJYgxRMDaPGBN8K11C7jvrf0AgEvWzS9Z+Ae0zzwS3TY+DhIfbPS7wJb5/BWLEcapA6sgjghYl19+OZYtW4auri784Ac/gCzLuPrqqzE4OIjt27c7sQsKhUKhUCiUqmP3j+9izipXyq0xV7uXKo2dDiwA6ErFLQamYiU9Z3oUw8VBSIkVcVFBZA7HBwFjD1R5DizbEUIl0yFndChVyzVoV7wrpQNLJsME2OL7YOQEGt67CwAwseIzOb8vFiFMSLJ+viVlBbtHw5aP0wmmF18AAKjd9zgYKX/vTiGyBSwy2KJcqu7ASglYiqJiZJajg4S0A2tNxfclcCzqvM7HBwnEvRSKi/rPyPvSb3EKIZCeRPju4Iwl5+fu8QimoyK8AodTl7fYOWRT/CaF9KTAvZz+K0JHEQGLRggL44iA9fzzz2P37t047bTT8MlPfhKXXHIJLrzwQsybN8+JzVMoFAqFQqHMCqRXx8of34qiIllkYWelL+dghogTvGUHVnoSYbwE1weZLObhOYQTkh7dmAjbcyZVm2TqsZZe4q4t1INxyVbXF+kkynZgAdXrwbI/hZDT72fVJZZdVl+I2r1/hRAfh+hrRXDBWTm/J8Jovvf0VETM+O8tQ0FLx+gU0XlrkAx0gxMjqN33t5K2kStgOSMAS5JacGqrU2Q7sCYjyTkRI+YjQ3BFhqAyLGItR1R8f26Btew6LIW0gJV+bkkfllUXMwAsbQ3AxbMIxSXsm4gWvf3LeyYAAKs6ai1/txSCPA5jdHYiQgrcyxcASQ/W/ilzAYuIfnQKoTmOCFg7d+7EwMAALr/8cuzatQuf/exn0djYiDPPPBPXX3+9E7ugUCgUCoVCqTp2HFiiXLjAHUg7agrFjQ5mSHTLqrvG6MAqxfVBXj+BYyHJqn71fGyuC1hllrj73by+CBsNWXdh6d1QKWcSxzL6grdaoqvdAnujS8GqWEecZlY6sEh5++RhnwTY3O4bcpz5BL7JVHyQsHWwugIWGEZ3YZUSI0xIcjr6m3qsTkUIFaglnVd7xsL49v2bMTBVXNyIi7LeQdZe64UoKZiMzH50EEi7r+KNK6AI+aftOUWpgrhVagpECH02HFiCzSJ3ImCt7WmwvI9CBEwcWOSiR5MDDiwSIRwoEiH0UQeWKY6dxe3t7fjYxz6GjRs3YuPGjbj44ovx/PPP40c/+pFTu6BQKBQKhUKpKjEbHVhJSSnYfwUYFruHaoRQj4dZcwGQK9VjoQRmoknbReIkisFzDFSkr56Ph5IF7jX7lNuBBQDz9CJ362KdZFJu7qqia1BVVduPnedY/bZWJxFmC3X5cE9uh3/4VagMh8nlnzC9DXGpSXkdWNq5RoS2rUPBqnewkWmENf2bwMWnbN2XFHKT/iTAuQihqqbFRDv87uU+/P6VPvz2hb1Fb0vcVx6BRa2Xx2Q0UVKfXiXwjRgK3CsMy5QuiFtFF7CMJe7EgWWjxB0AVndqAlaxIndFUfFK7yQA4LTDWhwR6cwErPGwcw4sEiEcnI6ZfqcZo++UXBw5ix999FFcffXVWLduHZqamnD11VcjEAjg/vvvx8TEhBO7oFAoFAqFQqk6JP5gZQS4JQdWarGbOEQjhMTJIVgUJ+q9AvwuDiqA/smY7YUnESDJ804cWOORue3AKrcDCwBaUzFCOw4ss2gdEbOqseg3upjsPHa7PVjZUcl8EPdVcMH7IfnbTG9TbAohcf8c0VUHN88inJDQP1ncOeQkiYZliDWtAqNKqOt9xNZ9w/oUOV4X4ZyKEKqqilJOq5mYFsvcNlzczTY8Q+KDXoiygumoWPRCQ7XwVbHAnWEYy5+7pWIWIdQdWDbdRHqRexEBa/twCDMxEX4XhzXzG9Fe57E05bYQphFC4sDyO9OBxUB7bqajYs7vjdOPKbk4chZ/+tOfxr59+/DFL34Re/bswZYtW3DzzTfjnHPOgdfrdWIXFAqFQqFQKFWH/CFpZQR4UlZQzFihu1nmiAOg2pBonGBRnGAYRndh9U9FbRe5kzJhd2ohoAtYNqfzVZt0D1TpC5h5NSU4sFKvj9GZlHZgVX7ZbyyKtyNgEadC1KKwYuY0y4ZNhlG/6z4AwMTK3PJ2glDk+ZlKRQhbAm4c1lYDQHNhVZtSY4REwAq4ef18jDv0+aUiv3OtEERYeG84VPS2wykHVmutG1PRJERpbshXjJyAd+JdANUpcGeZykcIyRTCkDFCmCDfodYjhIChyH1/4SL3l1LxwWMXNoLnWNR4BbTUuMvq+iLf9xkOrJQQ3eSAA0vgWN0ha1bkThyOHipgmeLIWXzeeefhV7/6FT73uc+hq6tL//nU1BQuuugiJ3ZBoVAoFAqFUnWidiKEFhb4gt6BdWgKWGIJ0bjOeuMkQnvOD1K8SxZuJP5Bfj5XSTrhwKrVHFgjNiYR6sKOYfFXzcED5HGzTOYxFIMIWFY7sGTSgVVgH/W77gcnRhCvW4xI+wl5b0dKo/M51IgDq97vwspUr8+WavdgQROwVDDwD78KIbzf8v2MApZHSDlIHXNglXZeEWfseDiJsSJiNHFgzavxzCn3lWdiK1g5AcndgGRtT8X3xzIMXGUI4lao8WgRU7MIod043LLWGrh4FsG4hL4CjkXSf3X8oib9Z00BNxr9AkrVsLIjhLKi6u9jJ6YQAukBJWYCVpRGCAtiTwo18NJLL2Hnzp0AgN/97nc49thjUVtbm3Gb7du344knnijvCCkUCoVCoVBmCb3E3UKE0Mqi7pDvwEoJB3aiLJ0N6UmEMRvdOwlR1qNGniwHVrFF72xjt8jcjNbUFf5SStw5gzNJ4KsvYLl4FgxjffVJ4klWO7CIWypvB5aqomnbHQCAyRWfBgocix4hzNPlNJWKCDX6hNR0yP5ZcWBJ/nZE2o5DYPhl1O1+EONHXmHpfkSMCLh5/Xx0qgMLKM3ZZ4yKvjccQktNflFhKCVg1fuEOeO+ArLigzbO9VIh4mMlSQs/6Vgcea2sTPI1InAsVrTV4O2BGWzeP4MFTbkl94qi4tVU/5VRwAI0AT8pqwiWIFoGssroZ2IiZEVN9cCV78ACtAElb/ZNmQpYNEJYmJIFLJ/Ph+9+97tQVRWqquKGG24Ax6WfZIZh4Pf7aYk7hUKhUCiUAxayIC4WIRRlRV/8F4I4jw5VBxYRKOx0lJCJTfunYoiLMlRVtSRuTEWT+kIg7cDSFroTkYTl7VQbY5G5u5wSd9KBVUKEUMhwYJGOp8ov/onDzm55PZlwZrUDSzZxmmVsb+RVeKbeg8J7MbX0IwW3ZTVC2OB3YXlbDVhGE1BHQ3H9NaoW00suRGD4ZdTbEbBSi/gaD6+/X+IOTSEESnRgGaJd24eDOGlpc97bEgdWwM3PGfcVYBSwKh8fBCpf4A6kS9xJB1ZSUnRXZyluosM76zQBa2AG5x3RkfP7bcNBzMREBNw8Du/INNIwDIOOOg8kRUEkbu98ze7AGk/1XzX4XGVFE410GL7XsiEdc1TAMqdkAevII4/Enj17AACnnXYa7rvvPjQ0ODO6kkKhUCgUCmUuoDuwivzxLVnovwIMAtYh6MCSFVUfXW9nMdWV6sDaPx2DJCkIxyXUeIWC9yHuKzLNyZPaH+kviYsKIglZv9I+lyi1yDwb0rESSkiIJiVLY+zTJe65HVjliq7P7xrH3okILlk3P69wWGp0Uo8QWu7A0vaTbzHatFUrb59efCEUd13BbbksTiFs9LngETgsbglg52gYWweDmLe8ugJWsOdcKC9+B97JbfCMv4N48xFF70P6jM6N/QXrQn/H55jPIyHOd+yY4qKCoekY6v2CJacrkI4QAlqJdyFIB5ZTzhkncAX3oqbvSQBAtLU6/VfVFLCI6Gl0RFqJ4WdTrMj9pd2p/queBj3Ka4TnWHTWedEnR225Bv1ZEUJS4O5UfBAwXJjJcmCpqkqnEBbBkTP56aefpuIVhUKhUCiUg46YxQlKSVktOoEQOLQ7sIxOCzsRwva69MSm8XAS+6djmCwyRZCUNZPSd1Li7uY5fZFFrqrPNYziZjmLTp+L1x+r1SJ3M2eSUESgsYKqqvjZ07tw92v92DsRyXs78r6w78Cy14FVqMSdj46hdu9jAAqXtxMKdYTJiqrHWBv8moCyKuUUmY0YoeypR7DnHABA9zNfAyPluj+yicQlHMtsx8Xj/4NFiW24RbgVYtK5946sqJgIJ7F3PIqBqSgiidypbNmQYnCgeJH70Iz2GBv9c0TAUmR0bboKnBRFuH09Iu3HV3yXDMNURcAKuLULC8SBFSFTYHm2pAmIxYrcX95jHh804hY4dNR74OKtO6f0KGTqcUw4WOBOIA6s4WA847NVlFX9c5g6sMyp/JlMoVAoFAqFcoBCriAXc68kJdmiA4tJ3f7QE7CMj9nOYsbFpyc2DUzHIMoqhmcSGJ6JmS5qiPtKRbqXzGNYvLWQSYRzVMAiMTq7ReZmtJIYocUeLNFE2BEccA0G45Lu5BkP5y/QL9WBRQQsqx1YaaEudz8NO+4Gq4iIzFuDeNOqotsqFLGcjiahQnst61KuwdkscgeAoeOvg+htgWdqB9pfvr7o7ZXYNG52/QwstNdmNbsXp4/82tFj0qYRqpiKiOibiKFvMoJQTMw7fc44HW7HSChvfFuSFYyHnC3fLpfmzT+Hf/QNyEIAAyf/GGAqvxxnGfuicClkl5/H9O/P0oSYZa01cHHmRe6youLV3twCdzP8bgFtdV54XKylCGD24yCfWU6eQ00BF9w8C1lRMy4wGF2kdAqhOVTAolAoFAqFQskDuYLsK9aBJamW+lXIFKhqFGLPNchj5ljGdo+IPrEp1RdCXBv9U7Gc55K4rwCkHViG6VvkKnohIWU2SRoK3Mvt6CLCn3UHVm60zokOLOKCAdJT+cwgj91tc1qaVy9xt+bA0kvcTRxYdXseBgBMLf+4pW0VcmDpEwh9LrCp13Jlh+Yq6ZuMIhQv7jZyGsnXgv5T/xsqGDRt/wPq9vwl/41VFZeM3YwuZhzT7k7cN//bAICzJv8I39ArlTk+RcVMVEL/VAx7J6IYDyUQjIl6/50kK/r7mmW093g+V9/gdAyyqoJjGV1AnE08E9vQ+saPAQCD66+HWNNVlf2ybOUnEALGDiztvI4kSitwJ7h4Foe11wDIjRFuGwoiGJcQcPO6q7EQdV4Bi5sD6G7wosEvQOCYvN35egdWUjvnSISwyUEXH8sw+oRdY4yQCFgu3prYdihCBSwKhUKhUCiUPOgRwiJXkOOytYXzoezAIqKBnQJ3QroHK30VXlGBYFRE/1RUL71NSmn3FZAuw3UbJnA1z3EHlu5CcsAxUZsaa28svS6EJOdGCF0OxF4Hp9MOsOmo8w4sb2qBbLUDy0yoAwAhuA/eya1QGQ7BBe+3tC2+wHuaFLg3GvqX6ryCfj5vm4UYIQBEOk/C2FFfBgB0PvdNCMF9prer33kPTkw8C0ll8fSqH2Bb64dwt3QqWKjofuarYBPm3UROICsqwnEJwzNx9E9G0TsWwc6RcEbn1bJWTdzYPmQeI9wxov3cyfLtUmHkBLqe+SpYRcTMgvdjeulFVdu3pwrxQcDQgRUnHVjldzkdnqcH6+U9hfuvzGBZBjVeAV0NPixq8aOt1gOfm8s5N0gHlqyoiIuK/l3R5LCLTy9yN3yvWa0tOJQp+Wzu6+uz/I9CoVAoFArlQIREkgqVC8dFGYmktcX9odyBRR5zKV0o5Er1QNbEJhVAJC5rbpaYiMlI2n0FmDuw5rqAldBFnPIXMEQIsur4S3dDpV8jgS2/AyvDgRXN7zpKSKWdI+kIocUOLBOhDgDq9j4OAIi0HwfZY63fV+8IU9ScyNtkhPRfZbp/ZjtGCAAjx1yFSOtacGII85/+Mhg5U1h0zexFx0vXAgBuli5CbN7R8Ags/lP6NIa5drjC+9H54ncqfpwqNLFaUrROu7GQ9r7lWQbzGzVn5pt9k3pcjZAQZeyd0ISBZge7i0pl3ps3wzu5DZKnEftP2oi89p8KUI3+KyDTuSQranqKbxkC1mpDD5YRImCtX1w4PpgPF8+hucaNRc1+dDd4Mzqy3DyrfzaEE5LegeX0edSpX5hJC/y0wL04JY9e6enpKWprJuOJZYtXJSkUCoVCoVDmElYcWKG4mLeDJZv0RLe5NNC9OpTjLOpsMJ/YREiIii5uGZ/ZuF7ibnRgkQjh3BSwkrroVv6i025/lXmJe8phVJaAlV6gTRWKEJb42G0LWHk6sEh5+0yq6NwKRrFNUtQMhyFxYGVPwFvVUYsnto7MSpG7Dsuj/7RbseT+D8A39jZaX78Rw8dpEUEoIro3XQlOjOB1rMBt8vn4iYeHJ8ohAi9+7P933BC6GvW7H0Cw+3TMLLmwaoetTxYVOCxo0gSsLYNB7B2PwiWwqPXwCLh5TEdFjAadj36Vgm/kdbS8878AgP0nbYTsba7avlnGfiS3VIxTXSNJyREHVlrACqa1BUXFK73FC9ytwDCaK6suKWE8pHXWMQyjnUMxEeGEWDEHlh4hnEo7sOLJ9PlNMadkAau3t9fJ46BQKBQKhUKZc5AOLH+BDqxgXLLUfwUYHDGHYIRQKsOBRUaOjwTjEGXFdBuSiYiYLnE3c2DN0Q6sEmN0Zrhsik/kNcoQsHQXlzMdWFOFIoRyiRFCgUwhtFvinn6cfHQUvtE3AQDBBWdb3rdRkM0+N3UBK0tAIT1Yu0bDSEhy1QSGbMRAJ/a/7yYs+Ps/oWXzzxHuOAHh7tPQ+sbN8I29DclVi6vCV0ABC7+bhyclBP8DSzF69FfQ+ubN6Hzh24i2rq1an1PMIIosaPIDAPaORyEpKqSEjFhCxjirCRETkcoID3ZgxQi6nrkKjKpgaulHEOz5QFX3zzAMBBsT+MrBzXNwcSySsoJQXDI4sEqWHPQi95mYiP7JGOY3+bBtKIhQXEKNm9fdjOXS4HNhOirqn3P+lIA1OB3Xf+a0EFqoA4tOIMxPyd+MCxYsKPqvvb0dw8PDTh4vhUKhUCgUStVIL5bM/wCPJiUkRetiVNqBdegJWHqEsARhptHvglfgoKiZbp6i+zRx9BgjhPmmnM0mCbl0p1o2QokRQs7gTHJiCqGxA6tgiXvJUwi196d1B1ZKqDO4pWr3PQEGKqItR0Hyt1net3Eb2SIfeayNWQ6s1ho3Gv0uSIqKHSNhy/uqBMGeszG+8jIAQPczV6Fu1wNoeft/AAB71/8A/YrmcAm4ebhTi+q4pGD0qCsRmbcGnBhC9zNfBZTqJG7iBgdWT0rAGg7G9c9qFdp5LCuqYXrc7Dmw2l79AdzBfUj6OzB4/Hervn9tAmH1xBBjD5YTDiwXz2J5W2aRu95/tbDRcv9VMdwCp3cGAuk4JJl+WO8VSrr4UggiYE1FRV3siznwnB3sOPIqvPjiizjqqKMgCAI4jtP/eb1enHzyyU7sgkKhUCgUCqWqSLKiiy75ClXtxAcBQwfWIejA0t01JZS4M8aJTVPRIrdOE5dy4xhkCmFCUvQpWXMJJyOELs6ee8rMmUS2UWoHVigu6uPoAc2VlE841B97iR1YMZsdWEahrnbvXwEAMzYdMizD6M+X2URMINeBxTCMPjlt62DlitCtMrzuW4g1rQIfn8T8TV8BAxWTyz6G/nbNicYymiOEOBkToqxFEE/9CWTBD//wq2h557aqHGtcd6iwqPMKaPBposO+ydxJhHr0yz87DqzAwDNo2nYnAGDg5JuguOuqfgzaBMLqzW0jMcJwQtQFrHIcWEBukftLuzUB6/hFjWVtN5uGgKAL0qTIfV9qwmVTBURQv5tHfer8JRN2jRFZijmOnM1XXnklenp68PDDD8Pv9+Pee+/FrbfeiqamJtxxxx1O7IJCoVAoFAqlqkQNE83MroaqqmorPggc2g6s9BTC0v78JD1YA3l6sLJRVRUJMVcMcvOc7hIYm4M9WEkpPUa9XFw2BVNRL3F3rgOLOOZqUgtCUVb1aG42iZKnEKY6sETZkqtOyhLq2MQMAoMvAkBJES+BM3e6kRL3bAcWkC5yn9UerBQq70Hf6f8Dmdc6pRK1CzG0/rv6NLmAmwfDMHqEkIhIYu0CDK7/TwBA6xv/Bc/Eloofq+7qSS3wSYxw30SusE0ccJUQH4qiiOh48T8AAOOrLkek86TqHwOqL4QQ51IoLunTT30FIvhWMBa5y4qKV1P9V+sXOdsl5hV4/buBPI70IIDKiKDZMUIiYNEphPlxRMDasmULNm7ciLPPPhtr1qyB2+3GFVdcgZ/97Ge46aabnNgFhUKhUCgUSlWJptw5HMuYumHCCSlj4p0VdEeMpMzJ+FolEcsocQfyTyLMR1JWdHHRWOIOAC2pxcjEnBSwnOvAyies5ENO3Y7LKHG3t41sBlMLs/lNPr1LLl+Ru92YqRDch8atd6Bj5GksZQbAKwlLbjMpS6ir7XsSjCoh3rAMybpFlvZthGzHKBSqqopp3YEl5NyHOLC2DYVsuTgrRbJuEfpPuxXhtuPRd8ZtUAS/7pyrSUWrjBFCwvTSixCcfxYYVULDznsrfpzxlChNhBkSI9w7kenAUlW1YuXbVmjcfhfcwX0QvS0YWXt11fdPKMXxWg5GAStqYQiKFVYbHFhbBmcQSqT6rzqc6b8y0uATwLOM7iQj/X2VOodyBCwaISxKeX6+FD6fD1wqW3vYYYfh7bffxjnnnIN169bhvffec2IXFAqFQqFQKFWFdFL4BM508nI4LtleeBJRgvS0CFVeXMwm5XRgAcC8Gm0BUWiKnZGEoZssuyS7KeDCnvHInHRglepCMkOw6fgzm84n2IwhZkMcWB11XszEREQSMUxGk+hu9OXcVrQRIWTkJBY+fincM3sAAH9LrS8Td7dCqluARM0CRDpOwPSSDwNZ719ZyRTqavc9DgAILiitYNvsOQrGJf35zJ5CCADzG/3wuzhEkjJ6xyNYMi9Q0r6dJLTgLIQWnJX+70TagQUAHoOjT1FVsAwDMAxmFp2H2r6/6SX4lSSeVXLdk5pEuHc8U8AKxaWKlW8XgxGjmPfWTwAAo0d/BYrgr+r+CdWcQEggYmc4kS5x95UZIVzWFoDAMZiJibjnjQEAwLqFjRlCu1P43QL8HhH+lIBEvuKbK3QO5XNg0QhhfhxxYJ1++un45je/icHBQZxwwgm4++67MTk5iYceegj19fVO7IJCoVAoFAqlqhQqoJUVFaG4tYlnRoyixKHWgyXqUwhLW3ToPUeitZ4j0n/Fs0zOQqdZd2DNvUmERGyy2wNlBnFfWJ16me1MAgyTM0t1YKUcDO31Hj1Kl0+EtCPeNW39P7hn9kB21SLWdDiCqiZkuGMj8A+/isadf0b3M1ehYeefc+5LOrAElgUjxVDT/zQAYKbH+vRBI2Y9YeQx1nh409gsxzI4bA7FCM2IpD7jSB+QcVFtFIgjrWu0349vBiNZH7JQCvqUNlduhNDoaiUTCCtRvl2M5i2/gRAbQ6JmPqaWf6Kq+zbCMAxcVZpASDArcS/XgeXmOb3I/c+vawLW8YuaytpmIRp8Amq9ma7JSjmwuhrMBSw6hTA/jryb//u//xtTU1O499578fGPfxy1tbVobm7GVVddhWuvvdaJXVAoFAqFQplFxkIJ/NffdmSMez7Y0bsoTP74jiTS7go7GMuxD7UeLLHM6XpkEqTVom4ihphdySYC1lx0YDkaIeTtObDMStyJ4FiqgDU0nXZg1RMBK5ovQmit/4uLjWPemz/Rtn/8tdi14VGcyv0fjor/HJtOvgt9p92KqaUfAQC0vfpDsInpjPunpy0yqBl4FqwcRzLQhXjT4SU9RrPnSC9wN3FfEVYRAWsOFLmbEc5yYBlfFyIQA4AY6IbobQGriPCOb67oMWU7VOY3+sAymlvMOOGSTCBsrHL/FRefQsvbWqH9yJp/h8rN3gRElgGEKk4gBAwRwoTkWIk7kI4Rkte/kgJWjUfIce1VqketI+XAGpyOQVVVGiG0gCMCVmdnJ5566ilceeWVEAQBmzZtwubNm7F3715ceOGFTuyCQqFQKBTKLHLXq3245cmd+O0LvbN9KFVDL6A1+eM7VEJ8EEhdETf0YB1KJCXi7intz0+foajbCmYF7oTmOdyBlXYhlb+ASQ8NsHauEgeRWYSwVMeg7sCq86Ax1QVFys2zsTqBse31G8GJIUSbV2Nq6UUAAJ+bxzRqMOhfhZnFF2D/ST9CvG4J+PgEWt/4r4z7S6kIIc8xqN2nTR8M9pydEzW0ilmEkAhYjQWiR6TDZ+tQcE524ukCVspVwzLpPkCjAwsMg+g8zYXlG32joseUHSF08awuAuw1FLkTd2VzlScQtrz9M3BiCLHGlZhZfH5V950NV+UJhEDagRWKi3qE0AkxZnVnfcY+KtF/ZaS9zpPx35U6j9pqPWAZrdttMpI0OLBMXrdDp3GgII6c0RzHYWxsTP9vhmGwatUqSJKEnp4eJ3ZBoVAoFAplFplIXdmeiZkvPA9GYnniD5KsIJwo/Xlw2XTFHCyU7cBKLVitO7Dyd4k0p66mj8/FCKFFEccKdsVS3ZnEmZW42xdYwnFJj9q21Xl0N9J0HgcWEe8KRb484++i4b27AABDx38XYLTb6hHT1KJZ5VwYPEGbkNe07Y6MCXkkQuiCjNp9fwMAzJQwfZCgP0dK+nkmIl2DL7fAnbB0Xg14lsFUVNS7wuYS2Q4sIP1+imcJydFUjNA3UlkBK5bMjVj16DHCdA/WeIQUuFfPASWEB9G09bcAgOFjv6Gfm7OFexZiaAGTCKG/zCmEQNqBBQDHVaj/ykhrbaaAVanziOdYtKX2NTAdyxFoCQLHIuCAk+1goORn4c4778Ttt98OQJvysGHDBrhcmS/s4OAg2tvbyztCCoVCoVAosw5ZyMTFQ0d0ydeBFUpI+gK4FFxlTnU7UNEFrBKFGa+hA0tVVdNifSNWHFjj4YSlbVWTuRYhLOd8JRO8GnwCfC4eDSk30mS+CGEx8U5V0f7y9WCgYnrxBYi2Hav/iiz4ogaBM9J5EqYXfhD1vY+g48XvYM959wIMoz/O+eG3wCWDkDxNiM5ba/vxEXg9QmjPgeXiWSxrrcHWoSC2DgZ1J5EV/rZ1GM/sGMM3P7BCFw2cRp9CaBCwyGtjjBACBgFr9E1AVUt2sxXDrOS6p8mH53cBvQYBazIlTldzAuG8N38CVk4g3HY8wl2nVm2/+XBXuf8KSJ8rYUOE0CuUf36SIndRVisaHyQYO7ACbt6RUnWW0VyMPMdAklX9gkFngxeDM3EMTscMEUI+434NfqHkASgHGyWfTRs2bEBvby9UVcWmTZuwfv16BALp6RkMw8Dv92PDhg2OHCiFQqFQKJTZI5xyUSQka+6Xg4Fong6sUFxCOVPvhdSiInHIRQidKXGXFRWirBYtJyYLbDMXArmanpAUhBOSPjlrLpAo06lmxI4DS1VVwxRCZzqwBlOuovY6TZgpVuKeFjnNF4u1vY8gMPwKFM6D4WOvyfgdifpml/wPHX8tavqfhn/kddTvuhfTSy/SF9bLJzcBAIILzgLY0heoZjFL0sdUqAMLAA5r0wSsnWNhnIlWy/u898392D8dw+b901i/uLmEoy6OmQOLCIWJrIsZsabDobAuCLExCKE+iLULKnJMcV3ASr8/jEXuhPFUPLhS0+OycU/tRMPOPwEAhtd9s2ICnlVYBnBVuf8KMDiwEhKiCTIEoPzjcPMcTlnWgud3jeOMFdbfJ6VSZxCwmkt0X7EMwLIMBI6F38XB4+LgEzi4BQ7DMzFMhJNQVKCz3ofXMIWBqZhpibtLYIt+jhxKlCxgBQIBvaC9p6cHH//4x+F2VzdjTKFQKBQKpTpEkoegA4v88W24EpqUZP3npXKodmCJKXGk1Ilgxivg0aQEF1/4D/pEATePm+dQ6+ERjEsYDyfnlICVlKwVmVvBjgPL2OmW0YFVRuR1yNB/BUB3YE1FzSO4haYQMlIc7a9+HwAwduSXIAY6Mn5PHHrRrIip5G/H6NFfQftrG9H26g8RXPB+TEWTYKBg0cQmAMBMzzm2H5uRQiXuhRxYANDTnBt/K4YoK/pzW0khnFy48HtMIoRZFzNU3oNY82r4R9+Af+QNTFdIwDIbrkGew/7JKCRZAc+xGI9U14HV+sZNYFQFMwvORmzeMVXZZyFmYwIhANS4tc/SYFxCRI/hO+MQvPUTxyCckNBSU/nXtM4Q/W2xeQ7xLIOAl0fAzeuCVTYtNR7ERAXhuITO+vQkwliWQMsyQJPfVXJ35MGII8/EpZdeiq1bt+KSSy7BMcccgyOPPBIXX3wxnnnmGSc2T6FQKBQKZZYhPTbZvScHM2YRwnCJ5e1G0oLA3CttriREsCvVWcQyjP5HfbbLxgxyruaLoxljhHOJinRgyUrRknDjVE2OdaYDS59AmFqgkT6ocEIyLYVPFjhHWjb/HK7wfiT9HRg74p9zfu/LI2ABwMThn0e8bjGE2BjmvfFfmIwkcTSzC97EGGQhgEjHCbYfmxFyvJJs34HV0+QDoLmHrBa5D07HdBdoRQUsEweWO/UeNLuYEU0JN5Usco+JudNF59W44RU4SIqqT8qdDFevA8s7+hbq9j4GlWExsvbrFd+fFVjGmUEQdkl3YIl5eyRLxeviqiJeAUDAxYN8DC5o9qHeJ2Q4U83gWAY1Xh5djV50N/jQ4HPl7SHjWAZtdW64eAadDelJhNlTCL1uDvVe6r4y4oiAdf/99+O4446Doii4/PLLcfnll4NhGJx11ll48MEHndgFhUKhUCiUWUTvwDqEXENmV/qDifLigwDg5kp3tBzIkMdbqgMLsFfkThb2+bpL5rqA5YQDiwgrioqiwqtRwOLNStxLeO9nO7ACbl53K02Z9GDlE+/4yBBa3v4ZAGB43beg8rldUekOrFyHpMq5MLT+egBA89b/w2J1H97PvQ4ACM0/AypX3qK41CmEANDV4APLaJ+xk3mildn0TaajctUWsDy8eYk7UJ0i97hJBxbLMJjfmBYCY0lZd/80VTpCqKpoe20jAGBq6UVINCyr7P4swqWia9WGnCvTUVH/zPcfgOXjLMvoztzuBj+6G32Y3+Q1FbJYRhOc2us9WNDos+zo9Qo8Wmrc+rk7Eozrn8M+gQfHMmjyu8FWuLD+QMORs+k73/kOfvSjH+Gqq67Sf/bVr34VN998M6677jpccMEFTuyGQqFQKBTKLKF3YB1SDiwyAlz7cykuypYn4BVCd2AdQmIgkI5XlVNE63PxmIqKlhxYiSIOrKY5OokwaVJ2z0eG0LjjT4CqQuFcUDkXVM4NlXNDYV1QBD8iHSdAEfwZ2xIMEaJkKlqVj8wIoUmJu2L/fM3uwGIYBg0+F0ZDCUxFkzmTvhJ5zpG2VzeClWKItK7FzKIPme5L78DK8x4Nd52MmZ5zULf3Mfyn8Fu0sdMAgJkFZ9t+XNkIWUX3saSsO5TqC0whJPftrPeifyqGvRNRS5G3foOAVanPEVVV80wh1B6rWR8icWB5praDTYahuAI5tymXbIcKoafZj/dGQtg7EcGiFu194HNxjsXX8hHY/ywCQy9B4dwYPeaq4neoEk6UjpdCTcqBNWEQY7NfqwOFOq+AmZioC/B+twC/W0AkIWIyIiIcl8CxDBr8Ahr97pImIzb63VjQJMErcBnfax6Bhd+tRd0pmTjyjOzZswcf+lDul8mHPvQhfOtb33JiFxQKhUKhUGaR9BTCQ0jASqRGgKf++A7FxbLjg8Ch24GVjoeVfjXZbNJcPoo5sFrmuAPLbRCb2l/5Hur3/KXg/SR3HSZXXIrxVZdB9mql3kYHRrEIIIm/sQwypjISx5RdoSSSkDAT07quOurTQpUuYGW5jVRV1d8TxsfuG3kdDbvvhwoGg+u/m7ccu1CEkDB0/LXw9T2N47AdAKBwboS7T7P1uMzgszqwiPvKI7CWBJQFTX70T8WwbyKCNQsait6+byqm//+VGqwRFxX98y4zQsjpv89G8rchGeiGK9wP79g/EOk8qQLHlVtyDaSjmHsnIpio1gRCVUXrGzcBACZWfAZioLOy+7PBbPRfAchxHwkc44ibdDboavCibzKKxfMyLwwQISualCCwbNnTAdtqvehu9GHHSAiA9px5BA5NAdecmpA7V3DkbFqxYgUee+yxnJ8/+uij6OnpcWIXFAqFQqFQZglFUUsucRdlBd99aAv+vnWkEodWUaJZ/R3hhAyLFTUFESoUIdw2FMRPn96FUNy8IHu2kcoscQfSV/LtRAjzO7DmpoCVLjJPLdAVCTUDWq/s9KLzMbn0o5hedD5mFnwAoa7TEO44AclAN/jEDOb94xYcdtd6dLzwbbiCe7WR7aw1AUqfQMix8A++iEUPbYBnfLP+elmJIRoZSrmv6r1ChojT4NcWuJNZRe6SooJsXV/wqiraX/5PAMDUsosRbz4i7/7I+7SQO08MdOLVrs/q/x3ufF+Oa60UsiOEVvuvCMYeLCsMVMGBRS5a8CyTMfHPw5MOLPPnmcQI/RXowRJlRT9PcwUs7XXcOxHV39OVjg96x96Cb+xtKJwbY0deUdF92WG2+q+A3ImD2a/TgcQNFx2BX3x6DY6Zby4q+1x82eIVoDlOlxhEMq/ApUrg585wkbmEIw6s66+/Hh/5yEfwyiuv4LjjjgMAvPzyy7jnnntw5513OrELCoVCoVAos0RUTAs32ZOnivHGvin89sW9eHnPBM5cWfnR104SJVf6XTwSouyY+8xdxlS3Qtz75gBe6Z3EYa01c/K5JgttRzqw7JS453VgaYvbiTkeIfSOvwMuGYTsqkX/qf8NsCaPR5FRu+9xtLxzG3xjb6Np251o3P57zPSciyP5E/FGckHGhDwziDjFswxa37gJ/tE30PHSdzF19p/024iyAs5s/yZk918RiKiT3YFl7HIij7229xH4xv4BmfcVLce2Km7+vf6jaN97Hxaxw5hZ+EELj6Q42aK01f4rwnwivkwWn0QoG4rKgcp1YIUTmsAYcPMZLhDiaMy33+i8Y1C/+4GK9GAZX9tsZyURsMZCCfRPaQJfc4UL3Ju2/h8ATViWvU0V3ZcdGIYpy+laDm6eg4tn9c97v/vAjcB1NfjQ1eCryr6Wt9bi0c3DALTPskqfuwcyjjiwzjvvPDz22GOIxWK47bbbcPvtt0NRFDz33HO4+OKLndgFhUKhUCiUWYL0XwFAwqYDi9yXXM0/kIimjtnn4hBJSFAciA8ClevACqbiWtE5GvM063ayi68CDqyxcMLy9LdqkF1kTtxX4c6TzMUrAGA5BBeei93nP4Q9596NUNepYFQF9b0P4172GpzFvl70fCMCVyc7Af/IawAA/8hraBh/Lec2VsjuvyLoAlZWhJAcH8ukOrgUEW2v3wAAGD/ii5B88wruz1egxN3IWBz4dPIa3NV5DaaXbLD4aAojZEUIS3Vg9U9Gi7rchmZiGYX7lYoQks/ubAHCXUREjpAi99E3AdXZzzgiSrs4NqdvKODhdcfVG/umAFQ2QsjFxlG35xEAwOTKz1RsP6Uwmw4sAKgxnDMHav9VtVnYknZgBdw8vMKBK/xVGkcErDvuuAMnnngi7r33XmzduhVvvvkm/vjHP2LVqlW45ZZbnNgFhUKhUCiUWYJciQc0B5adxT5xbNmNHs4FjBHCcFIue/ogwVWhCCGZulWpBW25SE5MIXRZEykAgwMrj4BFphAmJcVRgXXL4AzueGmvLbHHSPYUwsDAswCAUOcpxe/MMIh0rMfeD9yBnRseR7D7dADAF/mHi55vRDg5h3k54+dtb9+qj5Mv1qNlZCjlEjL2XwFpV1K2A8v4uBmGQeP2P8Id3AvR04zxw/+p6P7IsIVi/WiTkST2owV7Oi4AGGe6ech7Wko9P3YdWK21Hrh5FqKs6s61fBgL3IHKRwgDWQIWiRDmG+gRb1wBhfeCSwbhnt7l6DHFdFesuSjS05yOEQKVjRA2vncXWCWJaMtRiLUcWbH9lALHzc4EQkKNoXj8QJxAOBssak4LWLVeGh0sRMln9vj4OPr6+tDX14fLL78cW7Zs0f+b/HvqqafwjW98w8njpVAoFAqFUmVCBgeWqtoTXohT5kCcXkgWSy6e1d1YTiBUqMSdiDpzdbphOkJYfom7pSmERUrcXTyrT3hysgfr18/34s9vDOCtvinb95UVVXfXuDgWbGIGvrG3AGhT9OwQb1qB/e/7ESSwWMvugHemsJhA9ns2XgQAjK3+IlSGQ83+53AM1wvA3nt/KK8DS1ucTUUyO7CI8CpwLFgxgnlv/gQAMHrMv1qaZmelxB1Iu6OsiktWyJ5CaNeBxTIM5jda68HqTxW4E1GxchHClICVNQXNU6DEXTswHtGWowHA8Rghed8bO7mMECcboblSDixFQuO23wEAJuaY+woAPLPovgIyzxkfdWBZYqFBwMouwqdkUrKAtWnTJvT09GDhwoUAgGOPPRYLFy7Uf9bT04MLLrgAH/3oRx07WAqFQqFQKNUn251ix00VTy2u7HZnzQWIIMQyjCPTBwmuCnVgRRLEgTVHBSw5LcyUiq0S9yIOLABoriFF7s70YKlqup9oImJ/m8msHqjA4AtgVAXxuiUlTTiTfK14mVsLAFiw797Ct1VUzGdGsErdBZVhMXbEFzG95EIAwJe4+wHYjRAW7sCazHJgEXeXm2fRvPkXEOLjSNT2YPKwT1raHzk34qIMpYBLtDICVvYUQjG1D+sLUdLhtG+icA8WcWB1prp5Ki5gZUcISYl7gc/06LxjAAA+h4vcyXdPvmJw8hwSKuXAqu17Eq7IICRPI2YWnleRfZQKA8CdR+CrFsZzhgpY1vC7ebTVap+VfvqcFaTks/uiiy7C3r17sXv3bqiqildeeQV79uxBb28v9uzZg71792JsbAx33HGHk8dLoVAoFAqlykSyBCw7bipyW1FW9QjZgUI0JQhBhWPxQSAtYDnpwJIVVXcnzFUBy4kIoe6ysePAKuBGaPY7O4kwnJB0B9B01P40SKOo6eLZdP+VTfeVkSfcZwEAFg3+BYycX1STZQXnsS9p++s4EbK3GWNH/gtUMDiDeR3LmT7L52w0KemPv70+04FFhKPpaDJDaCIOrFY2iObNvwAArbidtSYCkXNDRf4JeaqqVkTA4rOmEE7ZdGABwPyUe2hvEQdWX6qgfGmL5kqrnIClPYc12RFCUuJe4EIGmUTouAMrdVEhn4C1IFvAqpADqzFV3j65/ONQeU+RW1cXhinvM9YJjNPzfAdwiXu1WZTqwTqQi++rQVln9/z589HT0wNFUbB27VosWLBA/zd//nw0Nc2daQwUCoVCoVBKwxghBOw5sIxOmfgcFVbMUFVVF0kKuTlKgUyHSjgo6Bmf5+Qcdbs5UeKuRwjtlLgXcCM47cAaTsXmAGA6Zl/ASsfoGLAAAvufAwCEuiz0X+XhLfc6jKr18IpTqOl7Mu/tREXFhzit/2pm0Ye046lfguDCcwAAV/APWe7AIs9DrYfPcfDUeQUw0EThoOE5Iu6zzyn3gBMjiDYfYWtKoLHYO9/5EU5IelSyohHCqH0By4oDS1FVDKQihEvmaQJWpd7vobj22vjzRgiLO7A8M7vBxe1HafMREwvHgrsavPo5IHCMHhF2Evf0LtQMPg+VYTF52Kcc3365sAxT0HVaDYzPuy/Pa0XJhcQIsz8zKZnM7tlNoVAoFAplzpMTIbSxYDLettCCxw7vDEzj8ttfxY6RkCPbMyMpK3pskHf4ararAh1YYUOp+Vx1YKU7sMqJEGp/2FvpwEqXuBdyYGkCw3jIGQfWcDAtYM1ES48QungWrpk9cIUHoLAuRNqOK/mYeF7APbLm4Gp87668t6sJ7sIKtg8ieAQXfED/+ehRVwIAzmNfgjvYa2mf+fqvAO39REqKjUXuSVnBAmYY50uPAwCG133LVsk6wzC6wJnPoUfcVzVu3lGXCokQJmUFoqzoon+DDZFsQcqBNTQTzzuIYTSUQFJSwLOM7tiq1Ps9UqTEvdD3gOxpQLxuCYDUNEKHiOsdWObvaYFj0ZVy/DX53WCY0vv28tG4VUsXhbrPgFjT5fj2y4VhyotpO4GxA4u6iazz8WPn47iFjbjgqI7ZPpQ5DRWwKBQKhUKhFCSc48CyIWAZ3FpOCVh3v9aPp98bw/1v7Xdke2YYHRwu1tlFkFCBDixjyfxcLHFX1XQ5uSMl7g47sPZORjA4HbM1YdOMkWBaCCvFgUVeOzfH6fHBaNuxUAVfobsVxMWz+JOsObgC+58BHxkyvd2CYU04eoM/GrKnXv95vGkVXuLWgmNUHLb7V5b2OZjqAWuvN49XmRW5JyUF/87/CTxkhLpORaTjBEv7MuIr0pFWifggkBZlJVnVRTmetecAqvcKqPXwUAH0T5pPIiT9V10NXv29UPUOLAsRQqAyMcJiUwiBdIywKeB8/xUrRtCwU+uSm1h5qePbdwKeYx2/6GIX4zlT6LWiZLK6qw53f3E9jp7fMNuHMqcp+ezevn172V/yFAqFQqFQ5j7ZDiw7CyajU8ZO9LAQE6m410wJAoFVIsl0lIurlAPLYhzLCsaesrnowDI+1nIihFYnzQEGt0YBB1ZrqjR3z1gEX/zdG7j09lex8bFteOjtQeweC9su7zc6sErqwDI4sAL7nwVQXnwQ0MSVvWo7+mqOBqMqaNjx59wbqSoWjWgC1vPu3L6tuzwXAwAWDz4MIVxcOCYOrA4TBxZgXuReP/UuPsS9DAUMho/9ZtF9mFHs/NCnAzosYLkMEUIiytX7XLYcQAzDFI0REgGru9Gnx8QqJVjnE7DIBMBiTtxKFLnrAlaBWNriVI8QeW87Sf2u+8CJISTqFiHceZLj23eCuVAAbpyiNxeOh3JwUfJfEOvWrcP+/doX2Omnn47p6WmnjolCoVAoFMocIncKoR0HlvMRQrLoraSARcqCC8XPSoUIOE4KTRHDgt1OyX61MLrNyooQEgdWkccoK2nHV6E+mMPaavCZ9Quwor0WPMtgKirihd0T+OVze/DVu/+Bz/7fa5iwUfA+YhSwYvYjhKQXzc/JCAylCtU7Sy9wB9LiyhuN2rS0xh13A2rmueeZ3IqG2D7EVQFveNbnbGOXeyVelFeCVSU0v/PzovvMN4GQQAQkUnYOVcWJe28FADzvPR3xppUWHlkueoQwKZn+nnx2OO/ASk8hTO/D+gRCwoIiRe59RMBq8OmfTfnihuVCnLe5EcK0A6uQmUF3YI39A1Cc+ayOJwtHCAHgA4e34dPHL8Anjp3vyD51VBVNqfjgxIpP24q3VguOZeZEf5IxQkhi3xSKU5R8Rnk8HvzmN7/BKaecgk2bNuGZZ55BQ4O53e3kk8v74qVQKBQKhTJ75ApY1oWXRAUihGTRG6yggBXVF0rOL1Iq0YFlXLA7WQ7vFKLhmPgyIpneIhExgnFRXyhCyDIMPrqmGx9d042kpGDnaAhbBoPYMhjEu4MzmIwk8fbANE4/rNXS8RlL3CMJGaKs2BLsiJvmaGY7WCkG0duCeOMKy/c3g0RW3649BecLP4Er1A//4IuIGBwkdbsfAgA8pRyNJO/P3QbH4qfyhTiB24rG9/6IsaOuhORrybvPoemUA6vexIGlSOh0x9HFjMI3GYF/aD88E1vQEXwdCZXHgw2X4bISH6vekVYsQmijXN0KgsFVWcoEQsKCYg6sqbQDy2VwYKmq6njfE/ncr8lT4q5CE+HziUmJ+iWQXbXgkkF4Jrch3nxE2cdkJULoc/G4eG132fvK2e7wq/BMvQeF92Jq6UWOb98JeJaZE1P/jJMrqQOL4jQln+Hf+9738I1vfAPf/e53wTAMNmzYYHo7hmEgy3PvSiCFQqFQKBRrlNeB5XyEkHTMVEPAqoQDqxIdWGTkPVC8m2Y2IGKdi2PLWmgTh01SViDJSt6uF/IcMLBeaOziWazqqMOqjjoAwM827cJj7w7n7SPKRlZUjIbiGT+biYloDrgt3R9IC1jHK/8AAIQ736e1MpcBmXoZUVyYXnwBmrb/Do077k4LWKqK+j0PAwD+Iq83FRhdHIsXlVUYDByOjvC7aH73l1rJuglxUdZdSB11XkBVUNP/FJrf/TW8o2+Bk6JYDQBuAH2pfynulM9C0FN6gXGxCOFUhTqweEOEsByXF3Fg7ZvMdWCpqqqfi90NXt1ZqKiApKhldcuZ7St/B1b6/VRIwALDIjpvDWoGnoZ/5E1HBKy4HiGsvvupaetvAQBTSzZAcddVff9W8Lt5fQrjbGI8Z+aCoEY5uCj53f+FL3wBU1NTUBRN9R8aGoKiKDn/qHhFoVAoFMqBTaiMCGHM4QihoqiYSnULBePmMSEnmEnFvwp1rZSKsS/HKYwOLCeFMacgxyTw5S2ujM6LQjFC0s/jFkoXzOY3amICcb0UYyycgKJqcTLi8LHbg0VipcdIbwEAwmX2XwHpyKooK5ha/jEAQO3ev4JNTAMAvGP/gCvcjyTrxdPKUaYCliaOMHih/TIAQOO2O8HFp033R/qvmt0KuvfejaX3nImeJz6LwOAL4KT0cxlTXZhkGhCvW4xoy1F4u+503CJtgLuMiKkuYBWZQljJCOF0GQ4scs5NRpIIxTPPnYlIEjFRBstozjZjNNbp3ruYKIPUv2VPkWMZRj+nin2mR0iM0KEerFiRKYSVgo8Mo26v1hE3uWJulrezTGZ0bzYxuvZ8VX6tKAc/jpzliqJ9aO7cuRPbtm2DLMs47LDDsGJFeZZnCoVCoVAosw9xYPlcHKJJGXEbi6UMB5YDXS2huKQXa1fSgTWdKmIuFD8rFVcFypcjGQ6suXfxkJS4l9N/Re4vcAxEWUUsKWeUBRshDqxCBe7F6G7QxISBKWsOrJGUcNNa64GLZzEZTdruwUpKCpoxg0XSHgBAqPN9tu5vBnnOk7KKWPMRiDWuhHdyKxp2PYCJVZehfo8WH9xR/z7Eo25wbO5rRFyD22rW6/dffveJSNT1IFm7EMnaHv3/j4wy+Cp/Dy5jn0T98zMAAFmoweRhn8TUso9C8rZg87iMbzywHe11Hvzio2sBAL99oRfBkf36vkqh2JTKynVgpSOEZB+lCFg+F495NW6MhhLYOxHF6s6004f0X3XUe/X9sYzmwEqIsqPdR+Qzn2cZ0w45D88iKSlFBSy9yN2hSYTkda3EhYVCNG7/AxhVQqRtHeJNc3N9y7GMLuDONkYhzeeeG8dEOXhw5JNuZmYGl156KR566CE0NDRAlmUEg0GceuqpuP/++1FXNzdtlhQKhUKhUIoTSbl7mgIuRCdjtgSSeEYHVvmCzUQkXag9ExMr0v0CANMpcawSV/qJA8tRASs516cQpiOE5eIVOIiyVNCBlTBM8yuVrgatv2loJmapy4pMIGyr9UBJlVvbdWAlZRnvY98BAMSaDofsbbZ72DlkdK4xDKaWfwzel65Dw3t3YWLlZ1CXig++U38mMAjwJlE0XQRTgOFjv4EFf/8CODEE3/hm+MY3Z9x2MaCtMFQgGejC+OGfxdSyj0NxBfTb1Ac0UXDKMIUw6cBrlo4Q5rozVVWt2BRCwWQKYSkl7gDQ0+THaCiBvolIhoDVbyhwJ7h5DjFRdvw9r8cHPbzp56tH4BCMS0X3G2s5CirDwhUeAB8ZhuRvK+u4yHdIVQUsVUXDznsAABMrPlO9/drE7+bLvkDgFDXu9LnvoyXuFIdx5Cy/8sorsX//fmzbtg0TExOYnp7Gu+++i3A4jK997Wu2trVr1y6cffbZCAQCmD9/Pm688Ub9d729vTjzzDPh9/uxcuVKPPHEE04cPoVCoVAolAKQq/FNfq3LZzanEBoXvJKiFp1GVwqyouruLk8Zi+l8VKIDK2qIeZJS57kEESecWGBZKXInbr9yBMhGvws+FwdFBQani7uwSIF7W60H9d7SI4Tv4zRBKNTlzBCk7PNtevEGKJwb3smtaHr3NxCiI5BdtXgvcCwA85J9Y+w13H0atn56M3Z85G/Yd+YvMbTu25g47JMIt5+ApL8DChj8Q1mMP3Rfj/cufhYTh38+Q7wC0u6kuKjoYhM5R8qLEOYvcddK9bX3hdMl7kR0kxSDSFbiPvJNIuxPOQG7G40ClvNiOIC8/Vf6flPvq2Kf6YoroA8hcCJGOBsRQt/om3CFByALfgQXvL9q+7UDy+R/rWYDowOLlrhTnMaRM/2hhx7C3//+dyxfvlz/2cqVK/HTn/4U55xzDn79619b2o6iKPjgBz+IY489Fm+99RZ27tyJT3ziE+js7MQnPvEJXHjhhVi9ejVef/11PPDAA9iwYQO2bduG+fMdHpNKoVAoFApFh3RgkTJqO1f7nRawJiOZgsBMTHT8Cm80ISFiYVx7qRjFAKccZBHDgl2FFmVyldk35STEgeVE0bT2eifyFnUD6QihWfzJKgzDoLvBh/dGQuifiukT4vJBHFitdR5dxJixGSEURUl3YIU7y++/AnIdf7KnHsEFZ6N+z0Noe+2H2nH2fAAJVXsfmZVAk9dNSr2OKu9BomE5Eg3Lc277H/f9A28PhvG1nmUAa/7e9Lo4eAQWcVHBdFR7DzvhmvMWKHEn7s2Amy9rH2YYz+tyY4r5JhGmHVjpyY7kcVTKgVWTRxTx6B1YxfcbnbcG3okt8A+/huDCD5Z1XFamEDpNXSpiG1zwfqi8p2r7tQPHMvDPoaieUUyr5mtFOTRw5NPb4/GANcnLsyxrq8R9ZGQERx11FG677TYsXboU5557Ls444ww8//zzePrpp7F79278/Oc/x4oVK3DNNddg/fr1+M1vfuPEQ6BQKBQKhWJCQpL1hW9LDXFN2HBgScYIoQMOrEimIBCMOV/kHk5IuoOjIgKWYXoY6fMql0hW0b7Tjoxy0SOEDggHes9RwQihM69fd6MmFvSbTIXLxhghrPdqERq7DqzmyA60MEEkGA+iqQLscjEbGjC5/OMAAFbRjm9m0fn6uWjmkhNsxF4HZrT3aHtd4cU+cSgRsS+ZWjM4ESE0OzfI8Aen+6+A3OeMAVBfogOrxzCJkDgpVVXVO7DmmzqwnHWihlKu2+wCdwJ5XyUs7DfccSIAoKb/SaBMZ2h6CmGVRBFF1iO2M4svqM4+S8Dr4uCqwMTcUnHxLNYuaEBPkw+ttXNT9KMcuDgiYJ1//vm44oorsHv3bv1nO3fuxJVXXokPftC60t7e3o67774bNTU1UFUVL7zwAp599lmceuqpePnll3HMMcfA709f/TrppJPw0ksvOfEQKBQKhUKhmGAsB09HCK2LI8YojxMdWJPRLAEr7myROxkfH9ejKhUocTcsdp2KEWY7TqwsLKtJ0qESd8BahNAJBxZgLHIvLmCNGCOEvpSAZXPQwOLgawCA3YFjoHLOCC0CnytgRTpOQLKmGwAgeRoR7jgBUkrAMndgpUvKCxEXZUykBKmOOm/B2xIhicSC9Q6sMs4Rb4EOrMmUA6sSAlZ27LLOK5g+j1boqPeCYxlEkzLGwtoxT8dEhBMSGACdBgeWmydCkrOCdcTQgWWG2+IUQgAIdZ0ChXPDHdwH99SOko9JVVXD53J1xBr/8MsQYmOQ3PUId5xUlX3ahWXyO+Vmkz99cT3+/rVT5kwvF+XgwZEz6oYbboDH48GyZcvQ1NSEpqYmHHbYYWhsbMStt95a0jZ7enpw0kknYf369fjIRz6CoaEhdHR0ZNymtbUVAwMDTjwECoVCoVAoJpCFjFfg9GlCVp1UqqpmTB6shANrxqbDpRjRpARJVnXnmLsCV7WNcSOnnFLZDqy5VuSejhCW/6enXtRd4Hwi5125AlZXSsDqK+LACickPWrbmtGBZS9CeFjkVQDA7trj7B5qXlyp8y1pFJ8YFhMrPg0AmF7yYYDl9XigaQeWxd62kZQLze/mUJNH/CAQh1KOgFWWA0vbp1mEkMSPne6/ArS4qfF5K6ckXuBYdNVrItW+VA/WQOr8a6vzZHwmVTpCmK9XyaN3YBXfryr4EE5N06zd93jJx5SQFBDDarUcWPW7U/HBnnMcE5SdhmWZvE652YRlGfBUvKJUAEfO9vr6emzatAmbN2/Gtm3b4PF4sHz58oxOLLvce++9GB4expe+9CVcddVViEajcLvdGbdxu91IJBJ5tpAmkUjk3M7tdudsj0KhUCgUSiYkShLw8PCkFk5xi4ulpKxkJEbiDriCJrMjhA47sKJJGbKiVjSqwjAMBI6BKKuOObAiybktYDnhriHoEUITlw2BPH63QxHC/dMxyIqa11VDhJt6rwCviyvJgcWKESyJvwsA6Ks/Hj1lHLcR3YGVdU6Mr/4CYi1HITrvaADQHVhmAlZ2B1Y+hlIutPZab9Fut8bUc0SEJfJeKEd0LBQvJQ4spycQEgSOhaRo+y21wJ2woMmPfZNR7JuI4tieRvSlCty7GjJdbe5ZE7CsO7AAILjgbNT2/R21+x7H2NFfKemYjPtyV8AZmw0jJ1G791EAwPQcjg96BK7szzkK5UDCUbl29erVWL16tSPbWrt2LQAgHo/jkksuwWc/+1lEIpllholEAj6fz+zuGfzwhz/E9ddfn/Gz6667Dt/97ncdOVYKhUKhUA5WjGW+HouTpwjxZOaiypEIYbYDy2ZEywxRVlL/VATjElSkH2OlFkoujoUoyxCl8juwkpKiR7tq3DxCCWnORQidLHG31IElOuPAmlfj0cXG0VAc7XlicWQCIel7qUt1YAVjIhRVBWuhqN8/9DJ4SOhXWhD2LyjruI3oJe7Z4hPDItJ+vP6fpAOLK9SBVUTAIu9HKzE9IiQRV2XagVX6YtxXoMR9soIdWIB2bpOPo0a/UNa2FjT5gJ3pIvd+k/4rIP355PT7vaiAZfNiRivDDQABAABJREFURnD+mVAZFr7xzRDCgxADHcXvlAX5/vAIrKX3U7kE9j8HPjED0duCSJtzjkgnYRggMIfK2ymUajCnfH0jIyN44IEHMn62cuVKJJNJtLe3Y3h4OON3w8PDaG9vL7rda665BjMzMxn/rrnmGicPnUKhUCiUg5JwQluRBTy8rd4TINdxVUhwsArpwGoOaItQuyXukqxgPJTA0HQM+yYi2DESwu7RMPaNRzEwGUU01flFHA2V6lqxGsmyAnFfXcC+gN9z12IVs3fOlrgLTpS4FxApCHGHXj+OZdBZT4rcY3lvRxxYbXWZApaipl2MxQgMPAMAeFY5Ai4HzzuzEnczJNJTVkYHltGxWYyGrAihE1MIiYCVlJQctxgRv5sqJGAZj7tcBxYpct+bJWCRTjZ9n1z68TpJOPU65ouBum1ezJC9TYi2auaE2n1PlHRMMTEdZ68GZPrgzKLzAHZuikQcw+QVGSmUg5U5JWD19vbiwx/+MPbv36//7I033kBLSwtOOukkvPnmm4jF0n88PP/88zj++OPNNpWB2+1GbW1txj8aH6RQKBQKpTj6gtTgwLIaV8le3CQc7MAio+btRgjHQgmMBOMYDycRjElIiJp7SVJUGAcC6mXBDgguZtiZ6laMaEIGDwn/IfweRyjb8VvXRriC+8rerpOQ/iUnIoQ+KyXuUvlxNAJxvRQqcjdOIAQAnmP1YmUrPVje0TfRuP0PAICnlaMcOW6CwFs71yyVuBfZBhG8rZRKN+brwCqnxN0gbmQL5uSzo5IRQoITEUIAGJiKQZIV9KXOve68DixnBayQxQihnc/04IKzAZTegxUTK3tRwQgjxXShbS7HB10CC6+LCliUQ4uKC1jj4+OWb3vsscdizZo1+OxnP4utW7fi0Ucfxde//nV8+9vfximnnILu7m5cfvnl2LJlCzZu3IhXX30Vn/vc5yp49BQKhUKhHNqQKYR+N2970ZK9gHQyQtiTWuDZiRCGYiKmo2KGUJWPSk+7ctqB9X72dbQw0wCAFiaIs966AlzM+t9glYYIH45MIRS0BVshR5+Tr5+VIvfhmUwBC4DlHiw+OooFf/8iWCWJ5/nj8aRydFkupGzyRgizkJQCJe6p6GcxF1eoiHPHiB4hjGZ2YJXz2HmO1R+vUeBUVVX/7KhUhNBYWF3uPlpq3PAKHCRFxY7RMKZTz1FOB5aDQrgRMhQiXzm43QghAAQXnKVtc+hlsIlp28cUT72exIFZSWr6nwInRpAMdCHWcnTF91cKDKy9zyiUgw1Hvh05jsPY2FjOz/ft24eenh5b23nwwQfh9/uxfv16fP7zn8dXvvIVfOUrX9F/NzQ0hDVr1uB3v/sd7r//fsyfP9+Jh0ChUCgUCsUEo6PCzuQps9uVO4VQlBUEUwvkhc2aqBC0KGCJsoKRUEJ3mRQjXuGr/S6LjhYrRBISPsP/DQDwhOcc9CstqI/1o+fxy8CKkSL3rg5OTiH0VtmB1a07sPJHCIkDq7XOKGBpIkahSZmMnMT8v38RQnQE8fql+L7rX6GCdcSpRtBL3IuIT6QDy2xymNUOrHSEsHgHVENK4JuJiZBkxZEphIB5D1YkKevHXokphEBmv1u5Li+WYXTn33M7tTVWc8CtT1kkVKwDK17YgeW2WeIOAMnaHsQaDgOjyqjte8r2McUqOFgjGzJ9cHrRh7SiqTkIxzLwV0HMo1DmGiXLtnfeeSduv/12ANpVjQ0bNsDlyvywHhwctNRRZaSjowP33Xef6e+WLFmCZ555prQDplAoFAqFYpuwcQohWbRYXCxlL27KnUJIXAgMkxYVrEYIx4IJ/Qq+FcixeipV4u6gA8s9tQPHs9sgg8WDdZfghzNn4hH//4Nv/B3Mf/Kfse+sX8/6CHgn3DUEsoCNVqHEHQC6U66X/qkoVFXNma4nKypGQ9qEO6MDi/RgTcfyRwjbX7oO/tE3ILtqse+sX2H6oQkA8co4sMqJEOoiWGEB2Dj0oRi1XgEcy0BWVEzHRP343GWKd14Xh+mYmHF+EPdVwM07+twaEViDA8sBkWxBkw/vjYTw4q4JAMD8xtwBAuS1dTJCqKiq3quXP0JoL05OCC14P7xT21G773FML/2wrfvGKuyKJbDJEGr6NYFtZvH5Fd1XOfA8kyNoUiiHAiWf9Rs2bEBvby9UVcWmTZuwfv16BAIB/fcMw8Dv92PDhg2OHCiFQqFQKJTqY+xCcfP2inudjhCSrpx6r6B3zMxYKHEPxkTMxETYmfeXEImDp7IOLCeiP8v6/gQAeM29HmF3K3pVFn9cchMu33UlagaeQedzX8fAKTcDzOxVn6YjhOW7Gex0YDmx2O2o94JlNEfPZCSJpkBmj+pEOAFZUcGzTEZ0TI8Q5nFgNWz/A5q2/x4qGPSfdguSdQuRlDS3jZPnHXnOFVUT28wEKgB66blZhFCwWAQfiqeHPhSDZRjUewVMRJIYDSX092e5ApOZQ2+ywv1XQLYDq7wphEC6B4sMrsgucAfSZepOClixpKzHrPO9jh6bAz0IMz3vx7x/3ILAwDNgpDhU3lP8TiniVXJg1e57AqycQLxuCeKNKyu6r3KocfM5YjqFcihQsoAVCARw7bXXAgB6enrwsY99DB6P9Q8hCoVCoVAoc59MB5a9CCFxwfAsA0lRCwoOVpgIpxehtSl3S7EIoSgpGAnFLUcHAc1ZXunFklDEgeWZ2IZkoB2Ku77gdthkGCvHHgEAPFN3vu446vWswL4z/hc9T3wWDbvuh+RrxfC6bzn3AGwiOljibiVCGHfQgSVwLNrrvNg/HcPAVCxHwNLjg7WeDHGo3pu/A8s38gY6XvwOAGBk7dcR6j4dAByL0WUfPyEpKXk7hKQCEUKrkwztOLAArex8IpLUpzgCDkQIiUMvmRa3Kz2BEEg/z34X54gASSYRErIL3IH0+e2kgEVeQxfH5n0cHptTCAnxptVI+tvhigwhMPg8QvPPtHxf8n6vtIBVt+cvAICZxXM8PkinD1IOURw58y+99FLs2rULr7/+OkRRhKpm/pH4mc98xondUCgUCoVCqTLGKInHZu8JEbrqfS6MhxNl97QQB1ajz4XalDOgmIA1EoojkbS3uEtIiu4GcVcqQlhAEPDvfx4LH7sEydr52HXBXwqKWPW77odbiWK30o6+2mPhSgkoCVFGuPs0DLzvBnQ/+29oeed/IfrmYeLwz1fk8RQj6WQHVmoBW6jEXe/Acmix29WgCVh9k1Ec2V2f8TujgGWEdGBlTyHkI8OY/+QXwSoiZnrOwdiR/5I+bgejloQMAUtW4IX5cyIXnEKo/ayYYzBd4m7NgdTgF4CxdAk+A3MHmB1IrCpq5sDyle+Mygd5zZxyeREHFsFMwNKjyA52YIWLTCAESo8QgmEQXHA2mrf+FrV7n7AnYImVjXUDABefQs3AswCA6UVzOD7IMfDT+CDlEMWRM//GG2/EN77xDTQ2NqKmpibjdwzDUAGLQqFQKJQDlFA8N0KYkBTTLqBsyIKj3idgPJwoO0JojAGRfqFQQsobi5qOJhGMSbaig0DmoqxSEUIhX4RQVdD+6g/AQIU7uA/zn/4K9r7/doA1OQ5VRdO2OwAAv5PPhM/N69Efst3pZR+FEBtF22s/QsfL/wkx0IVgzwcq8pgKUZESd1GGoqpgTc5DIpY64cACtPjWK72T6J/KnUSoTyCsyxaw0iXlBEZOYP6TX4IQHUW8YRkGTvkv3eWhqqpjPVBGOJbRXZCFHFRSyiUnFIwQ5n83JSVFf+9YiRAC6a4o4sBy8WzZsSgzh54ufvvdpvdxAuJca3CoJL7OK6DeJ+gR1O6G3A4s42eyUxDXrb/Aa2j3YoaR4IL3awJW39+wX5HNP9tM0EvcKyjc1O59FIwqIdZ0OJL1iyu2n3JgoH22sGUKvRTKgYoj34433XQTbrjhBoyPj6O3tzfj3549e5zYBYVCoVAolFnAeDXeeOXbyoKJLG6I66HcKYRTkbQDy+jwIAsuI0lJxmgoobtK7EAWSi6OzdsXVC7uPBHCuj0PwzvxLmTBD4XzoGZgE1rf+LHpNnwjr8Iz9R4SjAf3yienRMbcSNHYEVdgYuWlAIDO574OPjJUiYdUEFF3FjnXgQXkP6dIh5nHIQGyO1WgbTaJkIgvbbWZ4ggRWdnIGOp33Y+uZ67C8rtOSJe2n/krKELaZWMUh5wuGs8rmBqQFO135g6s4hFC8lnBMpmvUSHq/bkCVrn4XLkOvQny2eFAN1U+iEvNKQELAHpSLqwGn2Dqaks7sJyPEBZyYKX7EO3vN9J+HGRXLfj4BHyjb1i+X7wKDqz63Vp8cHrRhyq2j3LhOQZ1Fh2OFMrBiCOfAPF4HB/+sL1JEhQKhUKhUOY+Zh1YQFogKARZ3NR5tQWdpKh6UXQpkDLjxoALLp7Vo2QzWTFCUVYwEkwgWaLjK1GFhZJgtvBURLS+cRMAYHz1FzHwvhsAAPPe/ilqex/N2UbTVs199ZznNAThh8+VFrAytsswGDruO4g2rwafmEH3M18DVOcWvFZISs45sFwcC6Kx5OvBSkcInXkNu1IF2qYOLF3ASjmwFAn+/c9j7c7/xqOua/BX6XPo3vSvaNh5L4TYGGRXLfpO/xmSdT0Z2zG+Zk4LWC6+uABFxF6zCB+5v6SoUFRzUZgUuPvdvKkrzgziwBoOalMcnXDMEQHL2IGli98VdGCRc9tJkWx+KjZoFh8EKtuBFXDnFyHTEUI5pzommy2DM/jMb17B41uGtR+wAoLzzwCgFaZbJZb6PK9UBxYfGYZ/6CUAwMwcFrBqPIJj0WgK5UDEkW/HSy65BD/72c+KfoBRKBQKhUI5sEiXMgsQDI6kuIXOlbghQqj/rIyFltGBBaQdLsG41r8ZiosYnIphz1jY9tTBzON2boJdPlwpt4ZRUGjcfhfcwb0QPc0YX/1PmFlyIcZTnVVdz3wN7qn39Nvy0VHU9T4GAHhQOAcA4HdzhgVt5uujci70n3oLFN6LwOALaN78q4o9NjOIu8gJAYthGD0mFjVxYBlL+J1yYHWl4lvTUVEXaggZEUJVwYK/fR6LHvskFr73S6xk9wEAIo2HY/TIK7Dn3Luw7ZI3EO46OWcf5DVjmfJ7oLKx5sDKX+JunLAn5YkR2i1wB9LuzImwJmA5U/I/Ox1Yq9pr4eLYnI60cjhuYSMEjsHxC5tMf28qWJeJtQ4sbb+KWjhWCgCv7Z3EVFTE/z6zG7tGwwCA4IKzAQC1+x4HLK4fK13iXtf7CBioiMxbA7GmqyL7KBeeZVDno91XlEMbR94BwWAQv/71r/HHP/4RCxcuhMuVaZ196qmnnNgNhUKhUCiUKqP3oaSuxnt4FpGkbCkOqAtY3vSiMZaUCy6MCjGZ6oIhJcm1Xh7DQaBvIgqvi0NCVEqKDGZDxLlKXuXOFhQYMYp5b/0EALB16Rdx2/NDOGZBA9av+xY8k1sRGHwRC/72Bey64CEo7jo0vHcXGFVCZN4abIkuABCB38Xrz7mZIyNZvxhDx30HnS98C62v34Bw50mIN1VnTLweIXSo28kr8IgkZFMHliirjpfw+1w8mgNujIcT6J+KYWW7dk5HkxKCqfdIa60HjdvuRG3/U1A4N2YWfQjff68NTydX4Qenn46O+twOIyNJQ4F7uT1Q2RDBNN/USyAtYBWKEJJtmDnE7Ba4A+n3Mnm9nHCeZZf8q6qquzebKujAOmNFK05Z1mIqAJbKEV31+NMX1ufdZroDy8ESdwuvo7EbMC7KBV830uElKSpueuI9/ORjR4HtOgUK54Y7uA/uqR1INC4velzpCKHzn8uumV40bf0tAGBm8dwtb/e4OATcND5IObRxRMBaunQpvvWt2RvNTKFQKBQKxXlUVUU4mY4QAtriQROwrHdgeV2aMyghKWX1YE1GNJdGo1+ArKj6QqZ/Kpo3YlMK+nFXMEKY7sDSlu7N7/4KQmwMw2wbLnptOUQMY8vgDNYvWoO+0/4HSx48D+5gL7o3/Sv6zvwFGrf/HgAwueLTiLykvUY+N4dwQntO8jkyJg+7BDX9T6O272/ofvpK7LrwEai8x/S2TqJPIXQoGuczKeomGM8xJ0v4uxu8moA1GcXK9loA6e6mGg+P+lg/2l/9AQBgeN23MLHqcjy37zVMJBOYiYnFBSzJWZHPSDpCmF/gJfFeM/eX8Wf5YojGuLFVGrP6opzswCIOrEhS1p/bhgp2YAHm7rVKbrOyEcL8ryPHMhA4BqKsIi7JqEX+53XaEPHePx3Dr57bgy+fvhThjpNQ2/8kavc9jjEbApbTDqy6XQ+g84VrwIkRiN4WTC++wNHtOwXLZLqZKZRDFUcErOuuu86JzVAoFAqFQplDRJOynu6oSV31JaKRNQdWOornETgkJKUsp8BUJOXA8rkQTUh6PIwsuJwi7nABuBnE0ZKQZLyzYw8ufONnAIAfxD8CMfXn2XhYc43I3ibsO/MXWPyXD6O2/yn0/PXTcEWGIHkaMbPog4hseguA1j3kFsTUdvMsaBkGA++7AUvvez880zvR9uoPMHTCf1bscRLSUwidcRaRRaxZhJA8dp5lHC3h72704a3+aQwYerBIfLCjRkDXM18DK8UQbj9BL82v97owEkxgOuUAKgQ5blcFzrtyI4QMw8DFsUjKCsQ82wgltHPPToSwPlvAckAAyhawSPRYi9geXN1BrgoIWKEEcd0Wfh09PAdRlor2IZJz/8KjOvHgP/bj8a0jOHp+Axp6zk4LWEd/pehxxQwXRJyAkWLoePE6NO64CwAQbjsO/afdCtnT6Mj2ncbFs6il5e0UijMdWADw+9//HmvXrkV9fT327NmDr371q9i4caNTm6dQKBQKhVJliDDEsYzeeeK2MT49Zoh8pMeul1HirhcxuxBOSPClYo1mUwjLgTw2R+JnefpdyMLz2R1jiD51A/yIYqu6ANKKDbjl40cD0J4/4jCKN6/G/pO0v6sCqaLhyeUfh8K69LJqv4vXBYBCQqHsbcLAydpkw+atv0Wg/+lyH2VRREl7HhyLEBZwYCUkB18/A6QHq98wiZAUuF/GPqJNFxQCGDj5RoDR9k0cE9NZgwbMIOKSE0Xm2ZRb4g6kxcd8Lq5QCQ4sF89mOH2cEO98qQ6sWOp9MZnVnXcwYezAcqqLOGLBgQWkI9bFvgtIhPDkpc34yDFat9RPn96F3saToYKBb3wzhPBg0eOKORghdE+9hyUPnIfGHXdBBYORo/8Vvef+EZK/rextVwIm5b6q1FRcCuVAwpFvyNtuuw1f//rXcdlllyGZ1L4k1q5dixtvvBHXX3+9E7ugUCgUCoVSZfQFqZvXO3n08ekWrvgbx557bTi3zIglZX0BU+8VEEpI+gIrkmcSXakQAaTchZIQ6sOK3x2JJfefC9/wqxm/IwvPNnUcl3LaJC7p1GvxpdOWYWGzX3++pgzOnemlH8H4qssBACoYTB52CWKiDFL75XNx+qKymCMj3H0qxldeBgDoevbfwcXGTW/Hxafhmt5tuWg5H05HCLN7joxUykHXTSYRThocWMEEljID+Gjw/wAAQ8dfC7GmW/896X8ji/hC6BHCCghYugOrUAeWXEzAKryNUkrcgXQPFuCMeKe781KfC/r0Uv/BJ2AZz5VCr60dwnFrApZ+UaLAZ42qqvqU2HqfC5ccNx9L5wUQTki44fkJRFrXAoDW/1dkMqpTEcKG9+7Ckgc+BM/0TojeFvSe+weMrvk3gJ275eg8y+hDSyiUQx1HviFvueUW/PKXv8SXv/xlcJz2ofKpT30Kd955J371q+pOuaFQKBQKheIMZl0oZNGSsBIhlNJCQjp6WNoiiwg5AseAYbTFNom4OB0hjDk0hbB+1wPgE9PwTryLxQ9fhK5N/wo+OgIAWLugEesXNeHW9r/CxUgIt58AZsmZ+n3JYnsikhk9GzruPzC2+osYPOH/Qazp1hfpPMvAzbMGB1bx53l43bcQb1gGITaG7mf+DfU7/ozW129C91NfxuIHP4QVd67Gyt8dgeX3nIa2135Y1nORjhA624FF3GdGdAeWw0IQ6VkbDSX0xfTYdBj/JfwMvCoi2H06ppZ9LOM+JCJnyYHlcNG9EZelCKH2u3wuD6GIiyvtwLK30DZOBnSyA4u48/QJhAehgGWMRBaL8llF/9wv4qQjAnGhixKRhKxHU+u8AniOxb+/fzk8AovN+2fwsFfrm2p87y50b/oqGNk8aquoqv7dUU6EsOWtW9H13NVg5ThCnSdj54cfR6TjxJK3Vy1qPUJFosUUyoGII9+Q+/btw4oVK3J+vnjxYkxMTDixCwqFQqFQKFXGLErisePASqY7S9wFHDNW0BehPheiSRmKoqYdWA4LWESc85S5mK5JRfOizUdABYOGXfdj2Z9PQ/PmX6LBy+D69SyOmf4rAGD42G9qOZEURMCayhKwwAoYPu7bmFz5GQDpx+5zcWAYRo/NFRIqCCrvQf+pt0BhXagZeBrdz/4b5v3jFtTveQi+sbfBJ2b027a887+o7X2kpOdBVVXnpxAWihA6JEBmU+cVUJta1A+kYoRnT/0eq9m9SAi12P++H2W8huQ+ADBjoQOrkhHCYuKToqq6ky9fabjAkghhEQeWjQghkBntc7QDS5S1CYQRMoHw4BOwOJbRHXOOObAsOumsxMmnYqn+MReni5Md9V588eTFAIBv71iMV4/+EVSGR/3uB7Dgb58HI0ZztmPch6fEaHDTu79B2xs3AgBGjrkKez9wB2Rvc0nbqiY8y6C+wsMHKJQDCUe+IY8//njccccd+n8zDANVVXHTTTdh3bp1TuyCQqFQKBRKlTHrtPHY6MCKS+kIIRGDSo0QGl0U4YQMFUDAVRkBy4lx7Vx8Er7RNwEA+876JXZf8BCiLUeBE8Nof+X/Yel9Z6PzuW+CURXM9JyD2LyjMu7fkFrUT2YLWFmQ+CRxo6Wnkll7nuNNKzF40g8Qr1+CUMdJmDjsUxha9x/Yd+YvsePDf8O7l72HsdVfBKBFDd1TO609AQZkJS2OOCZgFRBEK+XAAtIurIGpKFyj7+BS8c8AgB1rvgvJ15pz+1I6sCoRIXSl+qvyCZuk/wrIHyEsNskwFLdf4g5kOqOceOxE3JQVFUlZyejOOxjR3/MOOLAUVbXcgUU+Hwvtl0Rns8v6zzhsHt63tBmyouJfty7Fe6f/EgrvRc3AJix69BPg4lMZtyfuK5Yp7TOkfsef0fHydwEAI0d/FaPHXKX31M11fG5O73WjUCgOTSG85ZZbcO655+KRRx5BPB7HFVdcgffeew/RaBR//etfndgFhUKhUCiUKmMeISSLFitTCImTibM1vdAMEiGs9wr6FDQ/KXF3WsAiTpgyBKya/k1goCLWuBKSvx2Svx27z38ADTv+hLbXNsIzvQsAoDIchtdenXP/fBHCbKKJdIE7kI4UibIKRVXBMsVLf6eWXYypZRfn/f3wsd+Ad/wdBIZewvwnv4jdF/wFiuAvul2CUfDgnZpCmDVpzogTr18+uhp82DIYxODEDDrfvgoCI+MR+Th0rvgwzPamRwgtdGAl5EoKWIUdWJLhNcoXIeSLxBBLKXEHnI8QGoXnWFLWPzsaDsISd0B7z0eSMpJy+V2A0dTFAcBKhJB0YOXfb7r/KtNBxDAMrjh1CbYPhzA0E8efpw/DJ8/5AxY8cRl8Y29h0cMfQe85v4fkbweQdlp6BU7vY7RKbe8j6Hru6wCA8cM/r4lXBwgcy+SIfxTKoY4j35CHH344duzYgS996Uv46le/isMOOwxXX301du3ahaOOOsqJXVAoFAqFQqky4ZSjItOBZb3LSp8a5eIsFf4Wgrgoajy87hapVIQwXRZc+p9JNQNafDDUfXr6hwyLqeUfx46LNmFi5aVQGQ5jq7+AZP3inPuTuNNUkegZcWCRiYxG15GVGKElWB79p/0Uoq8Vnuld6Hz267ZK3Y3RJuc6sMikufwRwoo4sFKTCI/v+wUCwZ0YU2txq/dL4PI8Lr3EPWYlQqg9loqUuJNpdXncU6T/CijgwCoigqWjZ3Y7sJx1YLEMk1HkfrA7sFwOOrDIa+ji2aLvVbeF74Jpw4WHbAJuHqcfNg8AMDgTQ7R1Dfacdw9EXxs807uw+KENcKeE/lInEAb6N6H76a+AURVMLvs4ho77Tk7Mdy7j4lnbjkYK5WDHsXfEU089hc7OTnz2s58FAHz1q1/F888/jw984ANO7YJCoVAoFEoVMetCsRUhNEyD89pwbplBuqB8Ll53CFSqxJ08NneppbmKhMDAJgBAqPu0nF/LnnoMnvD/MHj8dQBjvg8SqyoaIcxyYBkFgISkONYDJfla0HfGbVj08MWo730Y0XePwcTqz1u6LxE8eJZxbAy8tQih8w6s7kYfVjD78MGwFh38tvg5eObNy3t74jyJJGSIslJQFNA7sGahxF1SijuwBC5/B5YkK7obzq4DyygsOfXYfS4OMVE+JASsdGzYOQGrWHwQMFzMKODAIs7Dujwuoqasz7lEw3LsPv9+9Dz2KXhmdmPRXz6C6SUXQk148WkuCoZtgn9/ArKnEZKnSYvt5hGkfEOvYMHfvwBWETG98DzsP+mHB5R4xTKa8Mc69JlJoRwsOCJg3Xrrrfj2t7+NW2+9Nb1hnsfFF1+MH//4x/inf/onJ3ZDoVAoFAqlioQTmf1KQFoUKLRoIaS7pNiyI4STqSv5xoWVX3dglR+dMVJuCbhv9E3wiRlI7npE5x2T/4YFxrY3WhWwUlP4SJySZRgIHANRVlNCjnPlv9HWtRg6/lp0vHQt2l/9PmItqxFtO67o/ZyeQAgULnHXp1+W4aDLR3edGz8UfgkeCt6uORVPjB2LD9R68t7e7+bBsQxkRcVMTERzwJ33tokKdmAVK3EnrkaeZfJGtIQCDqyI4XWwIn4YcdqBBaTOjwgwEUnoz+vBGiF0zZaApTu/CglY+R1YQFrAMkalxUAn9px3D3oevxS+8XfQvOV2NAM4QgAgAngsfX/JXYd44yrEmlYh3qT9b6J+MbwTW9DzxOVg5TiC3adj4NSfAOyBNcWP5xh9CASFQknjiID14x//GH/4wx9w3nnn6T+76aabcPLJJ+Oqq66iAhaFQqFQKAcg4UQqQmgUsHQHloUphCSK50p3YJU6hXAqkiqINrg7yHElZQVJSXFs8Wssny8FMn0w3HVqyYumRosl7tGUeGcs+XXzHERZcmRBm83EykvhG30T9bsfwPwnr8CuDY+alpcbIa4fwaH+KyBz0lw2Cd1B57wQtLz/LnSyexBUffiecikAoK0uv4DFMtoidDKSxHS0sICVLnF3fqGtO7CKdGAVcsilBazcGCIpcPe7ONsuO6dL3IH0+bE/NS3Sb/gMOtiwO7ihEHYmSVqJk0/n6cAiNPq198NkOPNzTvY2ofeDd6N+130QwoMYGx1E38AAut0xLKlJgotPgY9Pgk/MIDD0IgJDL+r3VTg3wLBgpRjC7evRd8b/QuUOPPGy1iPowjOFQknjiIA1MTGBJUuW5Px8+fLlGB4edmIXFAqFQqFQqkw4nruY8aQW18UWS7Ki6gtdD8/ZEr7MSHdgpRdCXhcHBoAKLUrn4p1ZpMTKdGDV9D8FwDw+aJWG1Nj0mCgjlpR1x1E2xIFlFBldPAsknOnEyYFhMHDSRngmt8Ez9R7mP3kFes/9Y8EFIjkPnHQW6RFCsw4sqbzXLx9CeD/aXr8BALBR+gRem9AW320FHFiA5j6ZjCSL9mARcakSwpveX5U3QpiKeRYQGV18fhEsXGKBO6CJS8Q16NSUSiLoDqQErIM1PgikBU8nOu/019FShLB4iXu+KYQE4sCajiUhK2qG+KkIfkyu+DQA4Imtw7i1dxfWdTbiO+etBAAwcgLuqZ3wTmyBZ2ILvBPvwjO5DZwYAQBEW47CvrN+DZUv/P6ci/Asgxov7b6iUMxw5J1x4okn4rrrrsPtt98On08bLxyPx/H9738fJ5xwghO7oFAoFAqFUmUKTSEsJkQZo4IegdOFr1IjhBORBACg1rBAZhkGfjePcEJCOCllODnMGJ6J48G39+PCozrRWkB0SBimJ9qFjwzBO7kNKsMi1HWq7fsTfC4eXkHr8ZmKJuF1eU1vF9EdWOljdRcQGpxAFXzYd+bPseSBD8E/8hqWPHAu9p/4/bxxQlsRQkUGl5iG7Gks2FejRwjF3P6zijiwVBUdL/wHOCmKHe7D8cd4WpwsdC4BafdJsUmE1YgQ5jsn0hHC/Psu1IEVKrHAHdAm0jX4XBgNJZyLEKY+pwamNQGr2GfDgYyTHVihlOvWb6MDq5BQTkTbfBHCWq8AlgEUVYsbNuVxKBKh2ihKq5wb8ebDEW8+PH1DVYEruBfumV5E2o+3NS11LuF2sQiU8F6iUA4FHBGwfvrTn+Lss89Ge3s7li1bBgDYtWsX2tra8OCDDzqxCwqFQqFQKFUmZOKqsFribowKunnW1vRCM4gDqzZrIeR3cwgnJEuTCB9+ZxAPvzMEnmXxuZMW5r2dsbvLLsR9FW05GrKnwfb9jTT6Xdg/HcNEJImO+jwCVjKzxB0wLGhLFAutkKxbhL4zbkP3pq/AM7UDix/+KCaXfhTD674F2duUeVszAUtVIIQH4JnaAc/Ue3BP7YBnagfc07vAygkMrfsWxo/457z79xkcWKqqZvQ2kQ4st4MOrNq9j6K2/0korIC/LroG6lvp/RWKEAJAvVcTT2ZihQUsPUJYkRJ3JmMf2RCXXL4JhIAhQmiyDbPPCjt0NXgxGko45pTy6hHCKICD24GlC9YOCFgRGx1YbgsXJdIOLHMxhmMZNPpdGA8nMRHJL2BZngzLsEjWLUKyblGxw5+zsAxQ56HiFYWSD0cErPb2dmzduhWPP/44duzYAUEQsHTpUpx99tnguIMzb06hUCgUysFOuiC8dAeWm2fBsoy+8LBS/p6NqqqYSi2Eaj3ZAhYPIGFpEuF4WHNxjQTjBW9XjgBS20fig6fbvm82RMAq1IMVTWSWuAPphWWlHFiEcNfJ2HHRJrS+vhFN2/+Axp1/Rm3fExg+9hpMLf84wGQKHguYUTRuvRM1A5vgH3oJnBjOu+15b/03ppZ+NEcMIxCBQlFzpy2mpxA6IwSxiRl0vHgtAGDsyH+Bt2El8NY2ANpCv9hiv053YBWJEFbSgVWggB1IO7BK7cAifXlWupPMuPL0pdgzFsHK9tqS7p8NcSQGU8Ja40Fa4A443IFVUoTQ/JyKJWXdFUZEXDOMAlY+SKw7X5T6YIJjmZzvOQqFksYRAWvVqlW4//77cf755zuxOQqFQqFQKHMAvQPLnevAKrZYimf1SKXjJvYXWdPRpL7Ars3qBQnYmERIhKCRUH4BS1ZUXUjw2hSwGDmBwODzAIDQfGcELACYKrCwI9PffG4zB1ZlBSwAkD31GDxpI6aWXYzO578F7+RWdD3/TTTu+BMGj78WfHwSx257HE+7NmFhZARIdy1DYV1I1C9GomEZ4vXLEG9cjkT9Usx/6l/gnXgX897+Hwwdf63pfo2CVUyUM/6bnHtuh8rQ217bCCE2hnjdYowd9S/oDqaf12L9V0A6PlUsQljRDiw9QpgrPgGGDiwLApaZMBqyIXyY0RxwFyy4t4txqAFwkDuwyGerAw4sErlsqSn+Wuh9iHk+04nj0M2zBYWnJr8bQBiTqQsMZsTE3AjhwUoNLW+nUAriiIDFcRySycJXlSgUCoVCoRxY6B1YJiXuxSKE2TG8cqYQ7p+O69vKFiVIdM6KA2sy5YAZDeZfKBmFObtCgn/oFbBSDKKvFfHGlbbua0aDL3fEfDYk8mOMELocdGRYJTbvGOy68GE0bf0tWt/4MXyjb2LJQxemb8ACEjjE29Yi3HUKQl0na88Rm/un6PDaq7Hw8c+gcdudGD/88xADHTm3YRlG7wiLJWU0+NK/S5e4l78I9A2/iqbtvwcA7D9pI1TOjbY6FTzLQFJUtBaJDwKGDqwiEULi0PJVwGVSvMQ9FSEsEF90FejASg98mBvOkWzx+WAWsMhrW66AJckKdo5qrsjlbTVFb+8uEicn53Ndnv4rAilyL/Q5F0+SCOHBLWBp7ita3k6hFMKRd8gHP/hBnHXWWTjvvPPQ09MDjyfzy/zaa82vnlEoFAqFQpm7mLkqrE4TTHeWEAdW6VMIh1KuALNYBRHXinVgqaqqO7BIZ5ZZUTFxLTGwL2DV9D8JIDV9sEABuVXIwm6qQPQsmlrYZUYInevEsQXLY+Lwz2Nm4Xlof/l61Pc+gmRNN7b51uF/+ucj2nkivnHeuqKbCXedgnDbcQgMv4J5b/4E+0++wfR2uoCVtYBORwiLL3YZKY7WN/8LjJxAsmYBknU9SNQsgFjTDUBF53PfBABMLv8Eou1aST3HMuio96JvMmrRgZWatFbwdZTQN6n1NS1uCRTdpl2IoyNvhNBOB1bBEve5sfjOFgEPZgHLLTgjYPWOR5CUFATcPDrzdO4Z0ePkefY7lRJsG4rENxstCFjkPX6wRwhdPFtyjxyFcqjgyDtk8+bNWLNmDYaGhjA0NJTxO4ZhqIBFoVAoFMoBhigr+oLIOFnMugMrM0LoFqzdLxtZUTGc6qwyE7CI86iYgBVJyBndPaOhBBaaLLZJR5dbYDOKwa1Q0/80ACDUfYat++WDTE7L14ElK6q+sPOZOrCqLGClkPxt6D/jNgzISaisgMe3DOOJfbuxXiju6gAAMAxGjv0GAn/5MBp2/gljR3wRyfrFOTfzujggmhbxCAnRogNLVdD1zFWo730k91cMC9ndAD4+AdHbgqF112T8fllrAH2TUSxsLj7ljDiwCpW47xwJQ1G16Fa+IutycBWI/wHpCGHBDiw+fwdWuSXuTpMtYBUTUQ5k9Ne2TMfl9uEQAM19xVr47CsWISSCbb4Cd0JToPDnHHBoRAgZBqjz8ra/dyiUQw1HvmWefvppJzZDoVAoFApljmAUhDLcPRb7VvQSd+LAsih8ZRNNSJiMpArcvbl/tgRSx1YsQjgRyYwNjobipuJDvMSFkmtmD9zBvVBYAeGOE23dNx+NRQSsaNLwGrmMDiznOnHKQeW04ydOMMHGdL1o61oEu89Abf+TaH3jJvSfcVvObYgbI5YtYFl0YLW9+kPU9z4ChRUwedglEKIjcAX3whXcB06Kgo9PAAAG118PxV2fcd/PnrgQJyxuxjHzi0+aJBGqmZgIRVVNxYHtw0EAwAoL0a1SKFbibiVCqHdgmZxX5Za4O022U+fgdmA5834nAtZhFs/BYiXu+gTCIhHCRr8m2BaMEB4CAhZPy9spFEs49i2zZ88e3Hbbbdi5cyduu+02PPbYY1i+fDlOPNGZP+IoFAqFQqFUD+Ko8AhsxqLWU6T3hBDLGntOFpR2I4SRpKRfyTeNELqtObCmsgq0R/L0YOnOMZsF4DWp6YORtuOguJyJgDUVEbBIgbubz3yN3LPswMqGuH4Ezp6zYGTt1ajpfwr1vY9gbHwz4s2rM37vy9Orppe4F3BgNW79P7Rs/jkAYP/JN2F6yYb0L1UVfGwMruA+gGERbV2Tc/8aj4BjexotPQ4iYCmq9r4y6wRKu1+cmcKXjatIrJQMSSgUISzUgVVuibvT+AxCh8/FHdTCh7uAsGiH90Y0EXV5qzUBiwhnsqJClJUcgZo4DuuKuN/0z7lCJe5kWMVB/Dr63XxJk28plEMNR0YcPPvsszjiiCPQ29uLv/71r4jFYti+fTtOO+003HfffU7sgkKhUCgUShXRC9zdmYttj8UoYPYVc6vTC43ERAmhuIRganFca7LwJz1WxRxYk9kOrKD5JMLs8nmr1PRrApYT0wcJJPYUE+UMtxXBrMAdmJ0S90JIqciZy2anWLxpBWYWXwAAaHs9tweruAPLfH81+/6GjpeuA6AVxmeIVwDAMJB88xBtO9ZUvLILz7F6N5RZD5aiqrbdL3bRS9zzTCEUy+zAmnMl7ob3xMHsvgKc6cCaiiYxEkyAgbUCdwDwGN5fZhNP9QhhUQeW9vpEknLe75WDPULIsUzRsnsKhaLhiIB19dVXY+PGjbjnnnsgCNqb74YbbsANN9xA+68oFAqFQjkAIYJQdiSoWHEvgfyeOJnI/2aLDfmYiibRPxFDXFQQjJMIYX4BK5IovF0SQyTL89FQHgdW6ritFIAT2GQY/uFXAAChbucELK+L00vwpyK5/UlRImC5M4+VXMWveol7HkqJEBJG1nwNKsOjZuAZ+IdezvgdEbCM4p7mBtHEGLPX0Dv2NuY//WUwqoLJ5R/H2JH/YvuYSqHQJML90zGEExJcPItFFjq1SoG43/J1YMlWOrDyiGCKqqY/L+aKA8sQITzoBSwHBGsioM5v9GX06RWC51hd8DSbLkvO9WIdWJpDTnsM+dympV5YOFAQOGbOuBcplLmOI58Cmzdvxrnnnpvz8/PPPx+7d+92YhcUCoVCoVCqSDhPJMhjiCIpirmbAzCMPXcRB5Y14UtRVAzPxDA8HdcdBcHUQshsvLgeITRxKBkhDqzuRh8ArQPL9LhLmHYVGHwBrCIiUduDZN0iy/ezgt6DZeLcIRHC7AUniRTNlQihKJcuYCVrezC5/OMAgNbXfgSo6XPOaxIhNC7isxe7QqgPCx6/HKwUQ6jrFOw/8fuOTIu0Qn3KTTcTzRWw3hvSxIOl8wIFO6jKgbjfZEXV44JG0h1YxQWsbBEsmpBBtjhXStyN79/Gg7jAHQBcfPmC9XupDja7DkB9Kq2JeKZ3YBV5/hmG0V+jfD1YB/MUQgZAnU8AW0A8plAoaRz5luzp6cFrr72W8/NHHnkEPT09TuyCQqFQKBRKFQnncfcYIxyFBJLsK+bkf0lfihkJUUb/VBQT4aS+oAaQjhCaTSEkEcJ4EQErtZgiJdmjeTuwCsfPzKjpfxIAEOo+zfJ9rFKoyD2S14HlTCeOUxDBw2WzA4swevRXoHAe+EffQE3f3/Wf+0wihOScZJCOzQEAF59Gz18vgxAfR6xpFfpOvw1gqxfZIfGg6Vju67itRPHADkbx0Oz9J+kRwvznPRHBpKz7h1IF7h6BLUmkrASHpgOr9Pd7OsJqr4MtPYnQJEIYsxYhBKBP3pww6cGSZEV3/XkPwgghx9HydgrFDo5cJvne976Hyy67DK+//jpEUcQdd9yB3t5e3HXXXbjzzjud2AWFQqFQKJQqkq8DyyjsxEU57xXxeNYkOKPwFRflnIVuKCZiOBg3LXnXHVgmCyGjA0tV1bwjyIkAdFhbLR7fOoJQQkI0KeW4l8hCzHLXiqqipl+bxhzqPsPafWxAFt9TZgJWSrjxZ7nknIgUOYnuwLLZgUWQ/G0YX3U55r1zG1pfvxGh+WcADGvuwDIUuJNzgZETmP/3f4JnZheS/nbsff/tjhXtW0WPEJo4sEoVD+xgfL8lJSXn/LZS4i7oJe6ZDq50gfvcWYS7OBYcy0BWVDQc5AKWq0wBS5IV7BwNA7Def0XI14koyooe6y4WIQQKC/VG1+6B2IFFvpLUPIZlv/vgHjJAoTiNI5dJNmzYgGeffRYjIyNYvXo1HnzwQSQSCTz77LO4+OKLndgFhXLI8WrvZN6SYQqFQqk06VLmTHHE2HtiFhshxJLaooMIXEnDAmcikkA0KSEuykiIMsZCcQxMx/JOKCwUISTuI0U172EhEAGoo8GrPyYzF5ZeFmxRbPFMboUQHYHCexFpP87SfezQUCBaQ7qfskU4EimaOxFCbeVWjjtn7MgvQXbVwju1HfW7tAFBpKg7msyNEOr9V4qE7qeuRGD4FchCDfae/X+Q/G0lH0ep1HvNO7DCCQn9k1EAlXVgcSyjv2/NHFiijQ6s7Ahhvs+K2YRhGF3gbDrIBaxyBeu9E1EkJQV+N4fOBq+9feeJEBKhlmetdTuR18jsc444LHmWmTMOP6swjBZhbav1oNbLQ+AYGN9iLGPuLKZQKPlx7JvmyCOPxB133IGJiQmwLIuGhganNk2hHHJsGwri4p+/hPWLmvDHLxw/24dDoVAOQUIJ8w4sQLsKHk5IprERAlnQkIjJaDgBN88iISnoHYsilkjdl9F6r/LVaclKuiDazIHlSglqUup2ZgXEqqrqV/YbfS601ngQiocxGoqjJ6s0mywCrV4Rr933BAAg3HESVM5t6T52aLISIcxywTkRKXISEmV0lbH4VNz1GDvin9H2+g3ofP4aSN4W+ITDAGQKl0QEdfMsoCroevbfUbfvr1BYF/ad9QskGg8r45GUTr4OrB3DIagA2mo9RbuCykXgWEiKbFrkrjuwCrxG+aYQhuZYgTuhxsMjnJAO+gihiy8vMrw9FWFd3loL1mYnXL4IIZlAWOcV8rpijTQF8gtYei/hAehS8rt5tNZ5wLEMmuGGKCmIijKiCckwKIUKWBSKHRyRsRVFwXe+8x20tbVh3rx5aG5uRnd3N370ox85sXkK5ZCDWLmHZmKzfCQUCuVQRS9xN3FVeAoU9xKMHVgJUYYoqbqAEU3KkBRV+yfnF68AzaFCfm22QGYYRj/GfJMII8n0or3BL2BerSY0jZg4sOI2I4R1vY8AAGYWnmPp9nYh8aepAiXu2RHCciNFTiPK5QtYADC++gsIzj8TrJzAgic+h+XBFwBkd2ClO8w6XroODbvug8pw6DvjZ4h0nFjW/sshXwcWEQ8Oa6+c+4pQSOiQLEQIyesnStkOLE2UmysF7oRPH78AHzqivaLRTKdgAJTa4U3chqJsXtBfjHSE1f45mC9CSJyGdRbigwDQ6Nc+k82Eet0Ve4AVuLt5Fu0p8Yog8CzqvALa671YMi+A+Y2+gq5HCoWSiyPfNF/72tdw7733YuPGjVi7di1kWcZrr72G6667DvF4HNddd50Tu6FQDhlIdHCuLD4oFMqhRzhVzGzmwCILpnyRP+136alRMVGGoqraAjphzylA4oMBN5/XHeJ38ZiOivoV7WzIosjv5uDmOcyr8QAwn0Sol7hbGNfuntoJz9QOKKyA4Pyzij+YEijUDRMt4sBKzrEOrEIT7qygci70nfG/6H76StTtfQxnb/l3nM1eifeSp+i3Iefkl+Q/oGnrn6GCQf8pNyO04P1l7btc8nVgbatC/xUh7aAymUKY+lnhCGGeDqw56sB639IWvG9py2wfhiU8Lg6NPiHlzpEhKyoUtbC4TzD2EiYlxfakvu1lDBFIX8zI/EwnTsN6rzX3mx4hNClxjx2ADiyeZTCv1l3wQgjDMHAfQI+JQpkrOPJNc8cdd+D+++/HKaek/4A48sgj0dPTg0suuYQKWBSKTUaogEWhUGYZ4mYyjxCmFi0FOqd0JxPPIZaUoahGZ5B1YSUYz99/RdCL3PMIWKT/ilzln1dTyIFlfbFE3FfhzvdBcdcVvX0pFIwQ5i1xn1sdWMmU4OEqscTdiMq50Hf6T9G96SrU73kI/yP8N66LMwCOAaCdW1/k/oJPJv8MABg88fuYWXJh2fstFxIPnI6J+rABRVWxY6R094tdyBRI8whhqmi/gMho7MAyDkzQS9xpFKokGAC1Xh6NATcaoUWe46KMWFLOELRkVTUtAje+r5KyAi+siyJT0SRGggkwAJa1liBg6RHCzM/0KTKB0LIDK/05lz2M40CLELKM5vStdCSYQjlUcUTA8vl8cLly36QNDQ2Wcs8Uyv9n77zjHTnrq3+mq95et3u93nU32BiMbbANpiZ0ExJSaCEBUiEkYPKSEGoIECCQhLzhhSQ4oSQU0wI2BhsbN9y7115v39uLujT1/WPmeWY0Go1GutJV2ef7CbG9qzKSRqN5zpxzfoxqFnP2osp/QsBgMBibRaMOLKCRgOU6mYqaG+sCWnNgBfVfEYiAU8+BtUL7r+zHmHYihIEOLN0V3hoxdPCHAIDMKb/S8LatQkrcS5pRMzWRCHb+3i/agRXikNtMtDZ0YFXBSzh6+WeR14BtR7+LDxqfxokntmP9tNdg39H/xvOlrwIA5i68Gqtn/FZ7nnODkBJ3VTdR0gwkZBFHV4soqgZiEo9d48kGj7BxpDoRQMCNEAp8SAeWRyjRTYuKXb1Y4t5PCDxX5V7jOA5xWURcFqmgVXKErIKqo6QSh5Z9e57jIAs8VMO0zxtDjpV+HnccgNvHEjVCeBSUOhcziNNwtEkBSzctZMs6jdwCbkQ4FsEV2wskYyImHZcvg8FoP205EnziE5/Am9/8Znz/+9/H6uoqcrkcbr75Zrz1rW/FO9/5Thw5coT+j8FgNIY4sPyWbAaDwdgswnptXAGr/jGKxD5EnqMLZuIMCnKA1CNTcgrcQ9wdKWcSYT0HFi1wdxZJboSwvgOrUYRQXj+A+NpjsDgR2Z2diQ8CdgSTOA/WCtXxM1rirtSJEDbxPncSEiFs6wQxXsDjz/o4vqZfDgEWtt30Lmz9+Z/jeU/Z/avfSf06ls97e/ueb4PEJIEuwDOOKPvonC0e7J1Kb0oPjhSyX5AIYVgHlted5S1yz4XEjRmNkSWeTtQMguM4JGQRE2kFO8eT2D2ZwraxBCZSMmISDw4ed2uT3/mN9F8Bnt8C3/kqEbCGI4ppksBTl63fbVryxNF7HUXkMTsUY71WDEYHacsvzW/+5m8CAF7+8pdTx5XleFzvu+8+vO9976N2UMNgjhIGoxFkUWWYFnTDDJ0KxGAwGJ0gH9JrE2VsOxG3BJ6Dk05qaVoWjRDG65+yJBtFCIs+ActxYOXKeo2rqRKxxN2ND14KUxlp9DI2xFhSxvH1ElaLatWY+yKJEMrBJe698htCBBOpDRFCL/GYjKv134UGEb8t/gRj+78OAPg3/YX4+dhb8M62PtvGGY5LKGsVrBc1zA7H3elvmxAfBFwHXND3z4hQ4u4VIL09WMyB1TocwuPRQcgiD9kpA9d0EweW8lBEHvlK867LjfRfAUBMDHZgZWiEMHqMbjylIFvWsVKo4BTPdFh3IEhvC1giz2F6OMZ6rRiMDtOWX5qDBw+242EYDIbDoqeXpaJ3f/HBYDBOPsiiNChWEiVC6I1AG1Z1B1IziywaIQx1YEWMEDoCVkIWkVZE5Co6lnIV7Bx3X2Mp4mLJnT7YufgggQpYPmdCQXUihDUOLPe/1R4QsNo1hdBPXBJggcf79TfheWfvxNbH/h9+Ofor+Ju538CLe9CtMRKXsZCtYN0RVIn75YzZzZmSR75/WoBLRzNdwbkePMdB5DnoplUlgvVqiXs/IPDchqY3SiKPmCy4FweacGDphkmnXrc6RIAcJ/3H9HVa4h49zjiWlHFwuVBznCMXQ3q5A4v0XkV1nDEYjNZpyy/Nzp072/EwDAYDtoPAuwir6Cac3uG+4yM/eARxWcS7XrC325vCYDCahByHgiOExIHVOELohQgYzcRciAMrbGHglrgHC2r+EnfAdmHllnQsZCvY6ekfIq6yWIhbSM48hfjqo0588EURX0nruAXH7sUNVTepC8bvwJIEDhwAC/bCsttdwmQ7wwrCW0EUeNr98+i570HmGX+Mr969DmvueJWI1yvQSYQlDdmShuPrJQDAvhbKs1tBCi1xdxxYDURGSeChm0aVCJZnJe4to8g84tLGlmNJWfD03kVPuhxaKULVTSQVocrZ2QwKjRD6OrCcCw9NObDoJMJqAYs4TXtZwErGRBpNZzAYnYXZOhiMHsPfyRLmcOhlVvIV/OvNB/EPNzxRN9bDYDB6E8uyQiOEpOA8Som7V7JwS9ybmULYuAOLRgjV8A4sb6Gw24NVXeRejhAhHHbK2/NbL4ERGwnb/LZAitxXPR1Y5LVyqO2G4TjOM/Gx+z1YxK3T1g4sB/LaS6oBIzbqlvD3YOEzcaOsFzU87kwf3DoSDx1Q0E7ksBL3CB1YgCuCEQHLsizXgcUihE3Bce1xrdn9as1PHn2cRFin0+BbHLrlRgjd5zVMizpno04hBFyhfqXGgdXbEUJJ4DCdVsCz3isGY1NgvzQMRo+xmK1eTPXC4qMVSEktAMxnyzh1MtXFrWEwGM1Q0gw64SrIgaVEKHEnfycJ7qJjY1MIG3dgBUUILcvCqhPZGvc4sMgkwoVs8EWDsBJ3Gh/c9dKG298Oxj0j5glFx22WkIXAxaci8qjoZmhP2WZBI4Rt7sACbFdGpqTRSZcVOvGy9xa7xI2SKWktlWfHJD5UJDJNoKQb0HQTpmXv+6ZbVRVe4h4hQgh4Y4j2A5c0g7q3WIl7cwgch3QbXGsJWWzp2Orug61HWF3hzD3OZEsaLJB+r+ivjxyfvU5TwD0m92KJO88BYyk5tISfwWC0F/ZtYzB6jAWfA6sXFh+tQFwTALCQYQIWg9FPkEgQzwXHNmJ1RqcTLMuikRLJsyBuxRVES9wjdGAFuT0LqkEXdaPJcAeWbpjQncV4vbiKnDmE+MrDsDgB2V2djw8CwGhAhNDtvwo+lZNFAYDe9YsgpmXR97QTDqyEx4EFuNPQlA6IZRtlmDqwVBxdLQJoTjxIx0TMDDeOeumGLVyquoWKbqCsmyhWDLfE3VPATjDMaDFPSagWwcixQhK4nnzPe5mYLLTFVSTwHB1E0cw5IxGwNjJEQAn4LVinFx2kpqbxjaeCHVh0CmEPOrBislB1YYTBYHQeJmAxGD1GjQOryYkyvULW48Cay5RDbslgMHoNEglKKiKdLuwl1sCBVdFNOL3tkD1OJtlxxTTnwHIihCExq6QjYgQ5sEj/VVIRqlw5xIHlHZrhHQVfb2E5fMiZPrjlYhixsUivYaOQaM1a0RMhJJ9RHVdCK46MTuDtSmp3BxbgiRD6HFg9GSF04lSrBRUHVwoAojuwBJ6r6TqrhyjwEAW+qj9z/0IuPELoCFgC37gDC3A/V7fAXQo8VjCCaVd8kJBUmju2rhdVzGfL4LCxDjY3Tu4+LxlS0EyBO+Dt+gsWsHotQijyHKZSSlMiHYPB2Di99+vOYJzk+Duwun31vFWIawKwI4QMBqN/KDSYKkYXLXWu9nuFd+/kOaVJB5aqm3TxEqkDK6DEnSyGxnxlwpOOA2vB48Ai4gfP1e8CGn6KTB/cnPggUCdC6DiOgqZEAq4zotu/IZruun3aPYUQcF0ZJceRplIHVm8tdgF3Qf/EYh5lzURCFrB9LBHpviLP1XXbRSEmCeERwhY7sNwCd3ZNvBkEnmtrZxg5DkT9vhP31faxRN1jSBSCIoTrLfRfAe5xLlPUoHv20XIPOrA42I7KNJs6yGBsOkzAYjB6DL8Dq19L3HPeCCETsBiMvqLRojQoNuKFCFs8Vz3VTG7SFZRzhHCeAxJK/cULiRB6+3gIpP+KXN0nTKUV5zl0N37mKXAPcpNI2cOIrzxkxwd3vjjSa2gHpMS9pBkoOkJNnjqw6nxGZOJjl2PoROjg0LhfqRVIhLBII4S97MCyP0fidto7nY78niQUYUPvnyJyoQ4sdwphgw4s32OwAvfWiMsC7RJsB8SJ2ayAtZH4IOD9Lah1YA3Hmxt/OhSXIPIcLFS7TUt0CmHvfKdlicdkmkUHGYxu0DtHAgaDAaC2ULjbV89bhUUIGYz+hSxK65Uyx+jI9uDjE1lw+F0wZPFbCXCABEH7r+JS6JQsr4PAHyOkEwh9AlZSEenrIz1YjaIqpLy9MHsRjPh4pNfQDuKyQN0Ha84kwiLtwKoTIZSaj2t2AuL2kUS+IxEz6sCiEcIedmD5HClR44M8V99pFxVFFFwBeQMl7m6E0Ba8iMjMCtyjw7c5PgiAlohHPWckEwibGSIQRNBE2kyLDiye4+hxesXT91eKMBl2MxF4DpNphToaGQzG5sK+eQxGj0EWUuQcsttXz1vFGyFkDiwGo79wHVjBC5Cg2IgX4oLxlzqTq/VqxOMa7b9qMMlK4DkqZPiL3ImANZ6sdQNMkR4sJ7pNXk+szsJk+OAPAWxufJAw5ityJ3HJeg4sKhb2iIDVifgg4OnA8jmwwqZIdoukIlYJRGdELHAXeA6pDU45U0Te7UULiRBKjTqwfI9BjhXMgRUdgefaLvgRx6FmND62GqaFJxbzADY2gdD7vLpp0dgfcU81K2ABbtR7Je/GpXttCmEqJjTd78VgMNpH7/26MxgnOaRQeMuIPWmof0vc3UXkPHNgMRh9Rb5RB1aDEnciJsg+IYhOQYsoqrgTCBsv9ohDpa4DK1ErYE2TSYSOyF4OudIv5Y4gsfwALI5HZtdLIm1/O6EClrM4JFMIe70DiyxqO1HgDgQ4sHq4A4vnODqJEAD2RnS/xGVhw24P2ePACi9xb64Dy3VrsgU9YL9/jd7DdscHAfd7oOq1Eyb9HFwuoKKbSCoCto02nmoZhvdYSYZgrDvHqNEmI4SAO4mQHLcty+qpKYSyyGEqHWMDCxiMLsIELAajhyiqOj0Z3OEUu9YrSe51vA6spXylahIVg8HoLIWKjv/78wM4slJs6f60X6lOPC3WoAOLRIhrHFhNdmBlPePYG5FSgh1Ya3U6sAC3B2vBcWCR1xO0uCTuq8LMRTDiE5G2v534HVhF6sAKn0LYbRcvWVBLHXJgJRxnEunAqlARsjdPcYlzY/tYIpILh+PaE88TPCXwYRHCxiXu1VMI86wDq4qEImDLSKzm2EfoRHwQcIUkzWx8bCXxwX3T6dBodhREnnMTA87xc73kdGC14sCiEUL7MXTTov1s3Y4Q8py9fd3eDgbjZKc3f90ZjJMU4r6KSwL9Ee9XB5a3xN2ygCXfdEUGg9E5vnf/CXz0h4/hMzfsb+n++QauCiLw1BPYiYBd48ASmysaJl0qjSKEgGcSoVq9TXQKYWCE0O/Aql8WTPqvuhEfBFwHGXk9xIGVqBchbPK97hS0A2sTIoSWZVHBrhcdWIAbqzojovtK4LjQAQbNkHLeK9Jf5cUtcW8QIfR1YLEIYTUxkcdIQsb28TiSMQF+eUjguY5MbCSiimFYNc/phxa4T2+s/woAOM6NbxMHa4ZECFuI2Y0n7YsKVKj3HM+7LRzFZIFuH4PB6B5MwGIwegjSwzI9pHg6ZvpTwPKWuAPAPOvBYjA2jeV8xfmn2uCWwTSaQugW9wYfn3JOhFj2l7iLzcXass52RHNgORHCKvHcChWwpod8Dqw68TMpdwSJpfthgUN21+ZNH/QyTh1YToSwgUuuWbdbpyBOHb+Y2S68EULNsECGUNZzwHSbUydTAIALd41Fur0s8YhL7RE8yMTGoH0ieoSwer9iJe4uPOeKLHFJxI7RBEaTctV7mlCEmuNiOyDfA80wwTf4DE9kSgCAU5x9caN4L2hYluUpcW89QkgcWOSigizyHZliGhUOtsu30XvLYDA6D/u1YTB6CFJ2PpWO9Uz8o1WIA4PjbAfWAuvBYjA2DeJCypW1BrcMplEHltIgQpgpN4gQNjmFcDgevQOLOJMA++o9EcuCOrCmfB1YFTqFsHq7Z375cfuxt1wMPTEVadvbTU2EUG1Q4t6kWNgptE0qcS+qetXvZa8KWL910U68+KwZTKYbOznIorldJMMihI6jqlGEUPZ1YLkRQtaBxXNclUtIFHhsHY0jJvFYylVgmFbHhD7yvKphgueAsDNHIvJH6RaM9Nyi+3uQr+hUDG2pxD1Z7TQt90j/FcehbUIyg8HYGL35685gnKQQB9aUx4FVz+HQ65AS9+2jdpfXHBOwGIxNg7hzvFHeZshtwIFV0Qxa4t62DqwIi+MgB9aq03+VlIXA+AnpwMqWdZRUgy6WvLdNHbsJI099DxbHY+6Z74u03Z2AjJcnE76IcFAvXua+193uwHK6lTpU4p7wRAiJWCfyXMMoXLfgOQ5TQ9FKoHmeq1vS3wrksYJK3N0IYXMdWPRYwRxYEAQuUDgdTynYNhZHXBY69j7FZVewbhQ5zbVZdKSJAc2kBe5JWWgpNkycpmQKIfkt6baAJfBcz/bqMRgnG+ybyGD0EIsD6MDaO21b1BdYhJDB2DSIuJFvUcBy42n1phA6x6cAB1ZRc4WE2g6sZqcQEqdAhA4sR8jwOrDC4oOA/fpIBG8xV0bJN4WQ08vY8ou/BACsnPUmlCfOibTdnWDc50ygDqx6LrmecWDZwkjHHFieCKFbwj8Yp7cizyHRRtdHKkKJe8MIIZlk6HyuOVbiTknIQl1hMqVI2DGW6Eh8EPBeVDCQkETU00dNy6LH93aVyXsjhOvORYNW4oOAe6wuaQaKqk4nEHZbPBIFvmOfHYPBaI7B+IVnMAYEbweW0iMFvK2gGyZdXJ3mlISyDiwGY/NwHVidiRCGdfSVVYMuOvyiBfnvitOV0oimphA6C2jvFMI1R+wZrSNgAcC0EyNcylXoBQMSiZm673NQckegJWawcP6fNdyGTkIikGRhV3SEunoRQvob0mUXb8c7sGRXwKrU6TDrV9Ixsa2dO+R9CSpxJxFCiY9W4q4aJiq6QcXok13A4uCKSPXopCsw5vkeJBQBQh0Fq6gatCeuXWXyboTQxDrtv2rN3ZWQRSpKrxbUnokQ1pv2ymAwNh8mYDEYPQTtwBpS6BXkbi8+WsEbWyIOLBYhZDA2j0LFPukvqAaNBjUDnUJYL0Lo6VvxP35Rcxe1im/RQRbQpuWWRtfDsizq5IzS1UKEnHwlugMLsI+3gF3k7o0QKmtPYOKBLwAATjz7b2DK7Sk8bpW4LNBF3In1Ml2ENixxj9g31incCGFnHVhlzaRxo1iP9l81A88BiTbHzch5hebbJwzTAvk2NnJgeTuwiMOT57ovMHQbnue66vyjTkTVRFwS6n6O5PioiHzbJoO6FzQMGiFsZQIhgRyvVwoqvRgS76KAxHOD4+pkMAYB9m1kMHoI6sBKx+gJeD9GCMmiMykL2Dpid2CxCCGDsXl4RRzvv0elUa+NN87hPUapugFNN6loUePA8ggLjWKEZKocEM2BRUvcK+72kElWYyFxFm+RO+n0UkQeW37xPvCmhuz253dt8qAfsrA7ulYEYEfM6kXzaIl7naL9zcItce9UB5a7jxL3h1847UcEnmu766NeBx2JDwJNdGDpZlWBe5ROr0HGO4GwG7g9VAY4rn53GhEd2+mY8w71IN/B4RYjhIA7iXC1oNbEursBz3EnvUDLYPQSTMBiMHqIagdW/5a4kwL3dEzCzJC9OJzPlCNFhhgMxsYpbFDAylfsRYhfwDJNC8fWilXTB73HqLJmO7LcKFf1aYYkcCDL3EYCFum/kgU+0kQ5WuLujRAWGzuwpgMcWOev/RCp+TtginGcuPhDqFsos8lQAWvVFrDCOndohLDLDqxOTyGUBI66TUj/Tq9OIGyGhCK23bXmRghrHVgEMWKEUDMsVuDuQZba52hqBW8XHGAfG4JMWCRW3s7PzDvUg3ZgtcOBlVcDB2tsNgLPDUwsmcEYBPr/F57BGBBKqkFPBqeG+rvEnZwgDcVFGs+p6O50GgaD0VlIBx3QfA+WbphUlPIvclTDRK6sY269DMlxaixky3RBXNJ0mJYrTvmFBI7jXGdQA2HF238Vxd3hOrCajBB6HVi6iRHk8JyD/2C/tqf/KbT0tobPvVmQ13FsrQSgfoE74HVgdVvAcrqVOrS45zzuCDKhsZuL3XbAc0CqwSS5ViDfR920qkQr3dOJ1bDE3TOFkBW4u8S7LHAQV6xuWtAM0xawAj5LGg9vp4AlueermQ12YAHAeNI+b1wtVGgsONFNd1ud95LBYHQHJmAxGD3CYs52X8UlAWlF7OsSd7e3RkJMEuiiixW5Mxibg9eFlGtyEqE3gucXSDTdhGXaHVZkIXt0pYgDi3kcXS0i79y33hRC7581dmC5QngUvA4s4vaMImARB9ZiroKKZuBq8auI6+sojZ6O5XN+N9JzbxakyJ1ECOsVuAO9M4WQdHBJHXRFkX6ctQFxYPE8F/rZtoq3x8frwiJ9dBwidGB5utXyHXDz9CPdjg8C1c9f1gwokhB4/PXGPtuFNzFAO7A2ECEM6sDq1vvLAYiz/isGo6dg30gGo0dYyNr9V1NDCjiO65nFRyuQCCHprZkmMUImYDEYHcfyjEkH3M6TqOSc+KAi8jULoIpuwnTEIfJ3Zd3uqlovaig6ApZqGFW38aJE7Gaix5GICy1SZq47EUbLsqiANRqymJp0HFiZkoZTCvfjdeKNAIATl34U4Nu3yGsH487CjgzFSIS4dNy+oy53YNXpQ2snxJ3hRgj724EVk4SO9Hh5P4NqAYsU7Td2mRDnpe6JEJ7sDiye46p6AbuBIvI06UwctEEdajT22cbPzI0QGlRE3kiEkBznqqYQdqnEnee5rouTDAajGiZgMRg9AnFgkZHu3kLOfoM4J8hJ7eyw24PFYDA6S0U3qyb8ZZuMEOZDYkGaYdJpZWQxHCSyV2gZeu2JP7lfo+l4XidnFOKS2/lSqOgoaQbdtjAHVkoRkZQFSNDxHuNfAACHdr4WxelnRHrezYS8DhL/Cndg9YaLlwglUodK3AGvA4uUuPfv6S2HzsQHAXsSpMi7UwQJZH9q1H8FABLvcWB1wM3Tj/RCRxLHcVVCEmAPOBB88etO9JYR8a6sm7TEfUMRwlTvOLB6wV3HYDCq6d9feAZjwCAOrEknzqJI/ezAql54Tg8xAYvB2CwKvtL2Zkvc8yELnLLneEQcPlrAMYqIU0FRLjmiu9TtwIq20PJO3iqoBp1AmJCFhguQqaEY/kj8Fvbyx7FsDeHAue+O9JybzahPiEtGcmCZXR2gQSOEHXRgxX0OrFgfRwgFvv4EuXbg7cEikA4sf3yQ4wC/7EiioJrThwewCGFM5nuiI4kIuSWPa8mvSZLfh3QHStzXiyqNho/ENx4hXC2otM+xWzE+RRK6Ws7PYDBqYd9IBqNH8DuwosZsehEyPYwsPMkkwgUWIWQwOo63wwpovgOLFDP7F9GWZVWJVWFl7GEdWMSp0LADq9ScAwuo7sFai9B/Rbhcfgx/KFwLAPhr7Y0QkmORn3MzGfcLWCEOLPLeW3CL1LuBalRHTjsBWbiT/p1uu2E2gii6pfSdgEQT9YAOLH+EMKmIUOTaSaKA/f3tlRJ3WeToNMrNlpHsjqTe2N+IcEscWJLA10QFSUS8nRFCcsGVnOMpIr+hyN9YwnWaLjqPGe9AJ1wUWP8Vg9F7sG8lg9EjLHo6sIDeiX+0gj/6MzNsv6Y55sBiMDpOQfU5sJoucQ92Vai6WTW5TA4Roip1phB6/6xxibu9HcNNdKl4JxHSAvcGZcJCeQ1/kv0EeM7C1/XL8QPzop6NjPi7vMKcOt73vpvTbPVNcGAlZLf/DEDX+4hahQMwFBMjTd1sFbJfeL/LboTQfV6eA4bjIobjUpUoRCLAumH1RIk7zwGTKQV7plLYPhbH9LCC4YQERbTjkp02RvGe6F63iREHlmcKbTomVb0HnYkQ2s+7krePuc0cs4MQBZ52aJHzxm58p1l8kMHoTU5uzy+D0UNQB5YjYNFOgX50YPlK3GeG4wCYA4vB2Az8EcJcsx1YdYqZVd3tvwLChShSHN6eKYQddGBZFrbe/BcY1pdxwJzFB/TfAdC7i5a4LCAuCTQilAhxOYgCD4HnYJhWw/e6k5Dn3owIIaFfHVgCzzXlOGwFKmx6RDIiMno7sESBQzomQTdNrORUKg5Kng474sBqp5unWWSJx3BChsBzSAs87eMyTQtl3UBZNZAp6yirRlVssl3wfO90rtEOLM/3PaWIkASeXlRwj+/t289iHrcnED40IypjKRnrJY1+Zt1wufF8Z92QDAajNXrjiMtgMNwphDRC2P8OLLIAnjnJphAuZMu48u9vwpduOdjtTWGchPg7r5qNEObrObAMdwIhEF7iroY4sNwOrEZTCImTM/rimEzdqnJghQhYY49eg+HDP4bBSfhj7Y9QQgwiz9V0AfUS3tfTqCsp7DPaLEgHVmcjhNXvQ68ICs0SV4SOR6XIuYUFizqriEjg3e+HYhIkgUdcEhH3dK15O7CoGKJ0p8Sd52yHZdD3lec5JGQRYykFp0wksX08jvGkDEng0E6Dmyjw1I3abeIBDiyB56ouRtQ7vm8E/8TMjRS4E/zO2W4ISSLPdWQaKIPB2Bj9+QvPYAwgJOc/TSOEbtGq3mBaV6/h764hAtZ6UWuLo6ybhcRRuOWJZTy5mMd37jve7U1hnITUdGA1WeJeb8y6XQbu/rcU4qRyI4QBUwijlriTLr0WOrAKFZ2Oc/cXnxOU1ccxe8cHAQCPnPUuPGztAtC77itClYDVoGemF4aBkILwjk4hHAAHFs8Bw5swzY/sE5blmrB0X4RQ5DmkPcMThmIijaFJnimGuTpuzc1ClniMRHT7pBQJW0bj2D2ZxPSQgpjMt0WoTvTQ8SImBV8cSCkifa2d6C3zf/9GNhghBIDxlFL13904Lie61LvFYDDC6TkB6/jx47jqqqswNjaGrVu34l3vehfKZXthf/DgQVx55ZVIJpM488wzcd1113V5axmM9lDWDLpYmyQOLM8V5Ebj5nuNXLk6QjgUF+kJzkYnEWZKWs9PM1zO2266Zp0vDEY72HCEsE6Ju7+sXfFEifyoYSXuIfcjmJZFt7uZCGHSEyEkUwj9xecAwOll7PjZH4A3KshtuwL5p72V/l0/CViJyA6s7kXRN2MKoT9KGeT863Ukgd8UIcjbgcU7CpZuOhFCR2SUJb5qQEBakagAQr7TpuVOu+tGB1aY+yoMWRQwmY7h1IkUZkdiVb1fzcJxvdW3Rs6zvA4swD4uigIHVTfpsbm9Dqzq9yCqqBiG/7i92Q4sjmMF7gxGr9JT30zLsnDVVVehWCzi5ptvxte+9jV873vfw/vf/35YloVXvvKVmJmZwV133YXf/u3fxqte9SocOXKk25vNYGwYUuAek3gal/FeQa5o/SVguSXu9mvhOA4zwxuPERYqGuYzJawVNaw6IlEvQgQs4kRjMDaTvG9Muj9S2IigMeuWZUH1HYfqdVkZpkUdHXKAaBGlAytf1kHqappZ1Lsl7gbtwArqY5m940OIre2HFp/E0cs+hVRMpm6mXlqQBuF9PWFTCAE32tPVCCERMzvZgeUTsHpdhAwiHRMhdvA9IpBzC9MjYLkl7jx4znbQeIvkJdGdZhckRDaKsnYCWYzuvgqC5zmMJmQkY63vKwLH9VRclez3JZ/Tnec5DMVEemznufD+vKaf1+d43GiJO1Ab/d7IVMNW6LXPlsFguPSUN/Lxxx/H7bffjvn5eUxPTwMAPvjBD+Ld7343XvKSl+DAgQO49dZbkUwmccYZZ+CGG27Al770JXzgAx/o7oYzGBtkwSlwn0rH6EmjwNtjoTXDLiLtF0zTchfQnjjE9JCCg8uFlt1TFc3AifUyVN0+0V7MVewr1m04UWo3SzlHwCprsCyroxOlGAw/ZJEyPRxDbjHftBMwF9CRouomDF90t54Q5XX7BDqwIvT7ERE8IQtNOXe8Je6rxeAOrKFDP8L4o18BABy77NMw4hMAgKmhGA4uF3pmolg9xqs6sBpECCMW5ncSbRMcWLURwv5aePoje51EoR1WFmSJh2qYNOYpOP1vQaLxcExCtqTXfI5JRdj0zjies7/X7Xje4biMfMmoOb5FwXZg9c5SighY5YCLnqmYiKLqHtvbeV7iF4zb0YHlPc5x6GyHXhACzyHeQ58tg8Fw6alf+JmZGfzoRz+i4hUhk8ng9ttvx/nnn49kMkn//NJLL8Vtt9222ZvJYLQd4sAi/VcEutDrIwdWrqLTnhzvSfCsM4mwFQeWZpg4tl6qOinTDAtz2XJPTmlcdkZJa4YVeCLJYHSSghMfmXVcj/lmS9xpB5a7CPH3XwEeccQXBfSKJa1OISSR6mav5BMnyFK+Qr97XgFLLMxh681/bt/mnN9Hfttz6d9NpZ3+wR6/6l4VIWzkwIrYN9ZJNFri3jmRw+8m6TcHliLzDd10bXsuT09SzNO1CdgRwlRMDCwlTyoiJMEWuLy6UTcK3GWRb4vLB7CdplKL+2ZM3nzxLox4HQcWYLs1OxX5lITqfaJZZ5wscjXHh/GU+xgxSaBuwc0iJvHge+izZTAYLj11ljYyMoIXvehF9L9N08TnP/95PP/5z8fc3By2bNlSdfvp6WkcO3ZsszeTwWg7C1nXgeWlFxYfzUJ6axSRr1pETJNJhE06sAzTwon1EkqV2hOyimbiRKbUcyX3y554Y7bJ/iEGY6NQB5bznWvHFELNN4EQqF/G7o2MBS06lAhTCP2DIKJCtvnYWhGALWx4j0Mzd/4txEoGxYlzsfCMP6+6LxGwen1s+mgzJe5ULGxd6C9rBm54dIG6N5plMzqw+tmBRcrbN8up63VAKiIPjgMMpwNL4vm6RfK848zyu2H8wx46DXFftStuyfMchhMSWnn3Yz22n9ES9wABi+M4KlSm2zwsgOO4qtqLZhxYPAdMpBRMppUqMXAs6V7Q3fT+K9jiJIPB6E1668jr4y/+4i9wzz334CMf+QiKxSIUxedOURRUKo17cCqVCrLZbNX/otyPwdgsFp3I2VSNA6v7BbzNki1VF7gTZpzX1oyAZVkW5jNl5Mo66pn7i2UDc5lyT00mJBFCgPVgMTYfImCR6Z+qYTblVKQOLG+E0Kh1YJFOI784UgkpcPf+ebgDy/7eNFtqTSJ1xH3l7YuSsocx8tS1AIDjl34UllDtEtgyYrtEN3tB3ixEaEspjTuTok58DOOLtxzEZ254Atfed6Kl+2t0CuHmdWD1uovOS73IXqfwXhiTJVtkJp+R7Om6CmIobpe5S7z7/qY3uf+qne4rwlBMogX2UeG53nP6hTmwANcN2YljnLc7sJkphDFZwGhCxlhSwXDcFRKHYiIt2N/sXkKe5xDv8Sg5g3Ey07O/8O95z3vwmc98Btdccw3OPvtsxGKxGtGpUqkgkUg0fKyPfexjGB4ervrfxz72sU5tOoPRNIt1HFhhfQa9ir/AnTDTQoRwMVfGelGtWTh7sWCLRAsbKIdvJ7ph0u4dgDmwGJtPnjqwlJo/a+b+3kVOkABSr1+J3LaeCyaKqFJPCG+Ev0za26My+cC/gLNM5LZdhvLEuTX3vWLfFF534Xb82jO2N/Wcm830UAxvu+xU/MnzT2t4243G0AsVHTc+vggAOLRSaPr+lmVB24wS9xoHVv8sPutF9joFFbA0A7IggOfcEveYxIc6wRKyCEXmIXm+25spvvGcLUq3u+w+JgkNJ3rWbgvXc25NhZ4zBgtYRbVzUyPJ+arIc5EfX+A5TKQUGtWbGlKo84njOBqX3mw3VC+KkwwGw6UnLzP+0R/9Ef75n/8Z11xzDV7zmtcAALZu3YqHH3646nbz8/OYnZ1t+HhXX3013vWud1X9md/NxWB0E+LA8ndgyX3pwCLOCZ8Dy+njiSo0reYrWM1rdBJZGKYFrBU0KKJQFa/pBqs+wY0sxBmMzaKgukMUUoqIfEVHrqxjIhXtd88fIbQsK1AAkepFCI1wBxYRF/zdWV5cIby1CCGBHA/E4gJG938DALB03h8E3jepiPitZ+1s6vm6xa+cU//ch+NAj0FUrGgxZn3j44v0851rYQCHblrUPSt1MG7l7wLrlwihwHN1I3udwisgyyIPgeegOxHCKILMcEyC5HErpTZx+yWRb0tBeBDDcQn5sk7FvEYIArfpxeKNcB1Ywd/39WJrztYokO/ccDx6HDapCFVuOkngMTus4OhqCZphYTwpYzFX2XShUBL5jh6vGAzGxug5Aetv/uZv8IUvfAFf+9rXcNVVV9E/v+iii/C3f/u3KJVKiMdtJ8ctt9yCSy+9tOFjKorCBCtGT1O3A0va2NXzbkDKl2sjhPZrW8xVYJgWeM7uiqpoJkzYi2TTcv5p2lZ3PeKJJGAvlBZzZSRkgb5v3cAbHwSYA4ux+eSdvrikIlIBK2qRu2V5p4japwhB/VeAJ0LoE0dI/0ojB1ZYhDBDOrCanMzmF7DIFfyJB78I3lRRmLoAhZlnNfWY/UZKEVHRDai65YoVLQy7sCwLP3p4nv73XKbU9FRVzbNvSE1GtJohJvHgACqW9YuAJYlcjWuw0/ingMZkgU4hjOI6ScfEKjfdZkUIeQ4Y64D7ipB2SuqjClgJWei5CcPk8yupwd93clzthGhKnjuqwCjyHCbTtWuzpCJhPGVgMVvBWEoBkNt0ASvB3FcMRk/TUwLWo48+ig996EO4+uqrcemll2J+3j1xuuyyy7B9+3a86U1vwvvf/35873vfw5133okvf/nLXdxiBqM91HNg9XOJuz9CSAo6DdPCUq4MywJWC2okh1VUNMNCtqxhsosnH2QCISHbZIE2g7FRio4AlVQEpGMi5rPu97IRZc2kCzgiBlV0M/B7So5PWh0HVr0YlyI0FrBaLXGXBB6yyNPHHkvI4CvrGHvsGgDA0tP+wLYoDSgc7M9dFnis6KrrdmvhN+Sx+RwOrRQhizx0w0RZM7Fe1JpyuZJuJaCzHVgcxyEmCShphlNM3vufMQfbrbLZk8783ZoxkaeOvSg9ULJYPRhhszrjOum+Atwy90qmUrdzk8ABiPVgTDUuh7v2153j6liq/U51sk8Mxxs/Ntn3601RnUgpKGkmjYBvZpyP51iBO4PR6/TUJaprr70WhmHgwx/+MGZnZ6v+JwgCrr32WszNzeGCCy7ANddcg29/+9vYsWNHtzebwdgQZc2gV8Xqd2D1U4Qw2IEl8BwmnQjTg8czbRevADs2ky3rXS10X/Y7sFiJO2OTKXgigGRxGVVIzVXs/ZXjbIcBYLtogr5TpLfHH09TI5a4hwnzZHJiK2XNKc+iaCwpY+KRf4egFVAaOwO57c9v+vH6CZ63hZx0TITAcxu6CPK/D80BAJ6zZ4L+Np3IlJp6DLIviDwXOJGynZAi937prhEErmmBth0odFId+Z4KMB3JJqq7yfsed9KBJfAcFInHZFrGttF4x9xXhOGIZe68s129RryBA2vd6eecTMlot25KjjVRREZJ5DAeIqJxHIeZIQWnTiUB1F7c7SQ8x216aTyDwWiOnnJgvfe978V73/veun+/Z88e3HTTTZu4RQxG5yGRM0Xka+Iy/ejACpseNj2kYD5bxqHlImaG4h15/opmIl/R2z4mOipL+WoBa62g1rklg9EZSAQwIYv0exC1xL3gxA9TskhdLGodB1a9KKC7MN5AiTtxcrYgYCUVAatF+98nFB3jd3wJALB03jsG2n0F2O6BuCRA4O1+nlYn2ebKGm55chkA8JKzZ7FaUDGfLWMuU8ZZW4YjPw6JEHbSfUVIyAJWC/0TH0wqQlfENn+EUBY5EM0matF+wuNQaXefksBxEAV7MmNKEZFUxE1zqSlOmXumGH7hqVdLvmmJe53vO7lYOj0Uh8BzMI32Xewj78doAwGL5+wLC42qHmRRwG8/ayfGEwr2Tqfbtp2NEASuJ911DAbDpacELAbjZIT2Xw0pNbGHVhcf7eaIEyMhRexh1Iv+aLpJ3RTLPpGnnRimhVypewKW34G1kC3DNK1Nj4kwTk4sy0LBM2mKuCOiRghJV5Y3FlQvflZ3CiGNENYrcSf3q39cc48jzZ+meHuwzlv8DsTKGipDO5E55Veafqx+IyYL1KUyHBfrfkaNuOGxRWiGhd0TSeydTmF2JI57j67jxHpzDiytQaF/OyHuk252IEaF55qPx7YL/3mFIgj090mM+Dvl/TybKXHnYLuXOM75d46DwNuClcBzEHkOCdkWrYQu/WaONChz52B/zzZDlG2WRg4sImBNpGUkFZGWujcD7wyJ8L87u8aTuAlL2DMVLjbJEo/RRLQI41hKwQvOmsJKXqtyAXNwdiAH799Zzv+zYN+E42xHF8/Z+5sk8pAFHgJvvw7TAkzLcv5nR2r7IYLMYJzMMAGLwegytP8qXSsO+a+UdoOiquMln/050jEJt139vIY/7EHOiYpm4HimRAWslXxnXUm5igbNULpygknEucm0gqVcBetFDQvZMmZHOuM4YzC8VHS3w4p0YAGIXOJOIoReEahc5/gj1+myIsJUq1MIdcOkIlwri3xSii1Dw+4n7J7MpXPfDvCDfcrDAYh7oi/pmES7XJr5DbEsCz96yO4gffHZM+A4DrPOEI5mJxGSfaOTBe4EEiHsdQcWz9nfjW5dZKERQuez4XkOluUIWBF/M739dlEihALPQSKuqpgIiecd4ar3PquUIkISORhqrYDFc0A6LmE2wsW8buDWToRPIRyOS0jHRGRL0SY9EzjHPZUr6zXHlNecvxWX75sMnXYrcBwmkkpTn/tkKgZFtAvzOXh0K84zcdUCDMuyhTXLsv/dua0o8JAEDrLAQxKYOMVgDAKDfTbHYPQBxIE1PVR7QhTzdVV0g6VcBQXVQEE1kC3pGG5gDyfdNcQ5UdYMHFsroaQaGEvaJzYrhc45sABANyzkSpozwWZzWcjar23rSBxLuQryFR3rRQ0xWYh81ZHBaBVvVDApi1TAykWMEPodWKpuwqyzwqkXBSSihVJnkeKNHgZNtSPHEJ5DSxPayH1+Tb4VcnEeWmIa66e9punH6Td4jkNcct+vmCRgOO5+jlF56HgGx9dLiEsCLts7CQCYHSECVpMOLGff2YyLCdSB1aMCFs/Z78NoUsJIQu6aw4heGPOcV+im45SLKDR63+OdEwmkFZGK55bjaOE421FFRKukvHlRwI3A8xxG4hIW1Ooyd5HnMJ6WMZmqdcv3CvGQ3lTTtOgFxuG4jHRMQlxRUShHd/jHJMEeyCNwWPSV3XMcFypeAUBcEZou4ud5DiPs3InBYHhgAhaD0WWIAytonDA50azXZ7AZ5DzOjcVcuaGA5XdgLWTL1M4+4ZR2dtqBZVpApqx3ScCyBcltI3Hcd3QdBVWHblpYylYQk/iqBSaD0W6KTodVQrZjQSnF/h7mIjqw8p4CeABQDaPuFXoqRPmcVETQqhflIvczLUA3rRp3Dom5pFqMEaUUETxM/J7wXcACls/5PVjC5h8LNhueR824+WFn4deMA+t/H7bdV5ftnaRTwmaHbQfpXKYcKDrWg0yojNqttBESPVriznP2BL3RhITRhNx111FQNQGZFhndgeXe7rSpNP1O64YJzTChGRY4AIkuRgE3wlBMwkpepe+LIvKYHo61NFRiMyEXPYMErFxZp9Mmh+MSBJ7DdFrBUa1UNS20HgLPYSJl778jcQmrnvcnCiLPYSIp96z4x2Aw+ofevEzFYJxEhDmw/NOCukHW052zlGvsnKJTCGMi8hWNLqgB0JHIK5tQbF5WDRTVaIv2dlGoaPS1bRuNO39mv/6KbmIuU4ZeJzYF2FHLE2slVvzOaBkiQBEXEnVgRezAIt1T5H6abtWd6klECcO0qvpiKg1EC+/iN0hYcV0CrS0Wk4qIl/B3Yoc1B10Zwerpr2/pcfoNWeIh+dxHY1TAinYRZL2o4rYDKwDs+CBhZigGDkBRNSJPtARccXNTHFiO2NYrDiyes3/Dp4di2D2RxGQ61nXxCgiuJmi2bJ8IVklZqIoKiwKPuCxiKC4h7Ygk/YgiCUgqIjgOSMYE7BhP9Lx4BXg6sDSj5ri9XrLPK7yfWVKRMBZxImEqJlAnlCwKGI5LaObTTcVEpPvgPWQwGL1P939JGYyTHCIKTQU6sLpf4u51bvgn7AVBHVgxCasFDbpnYTueciOE9RbF7cIwLboY3wwsy8J8tkyfc+toAgBQ8ES3imWDRgy9aLqJ+UwJB5cLWC2otIeIwWiWgiPaJh03SooKWNFEh1VHPB1LusJHIwcWUB1RU/Xw4m6R5+jCJyjaRgSSViYQAsBYXMQ7xGsBACtnvQmmlGzpcfqNRIDziDjpojqwfvLoInTTwr7pNE6dTNE/l0WeHr/nmihyp8LIJpa498IEMQ7AcELC7okkJtLNdf50Gn8HFgB6YSVqVxk5NxnkaNdIXMJIQsKO0UTPufrqQTrvTKvWGevtv/IynlQQV8JfnyRwNSmBkUR0gVISOEykB3dfYTAYm0vv/KIyGCcpoQ6sHihxrxKwGjiwLMuit5cEDgXfopksisuaW9LcKSzYbrB6k4TaTaakYW7d7oTgOdCS13xFp2Kd5dxu1RECdcPEUq6Mg8sFLOdsO74FOwYWNqGNwaiH34FFuujyETuwVqiAZS9W1JCISJWA5Vks0elmdUQLjuOqerD81JtkGgWxuIQ3Zv8ZZ/GHoQsJrJz5pqYfox/hueDoHPmzKB1YpmXhx0588MVnzdT8/RbnmHaiiSJ3KmZuQon7FqenK8q03E4jCnYfUC8JVwR6YUwLiBA2OYWwH1xJrZKKidg6Eu/Jz7AeXvHWX+S+7hxXh32io8BzmBmK1RUvOc4Wq/z1B3FZRDLClFgO9n7C6hMYDEa7YEcTBqPLEEfO1FCtAyusz2CzyDURISyqBhWMdNOqcl8B9mIqpYjIV3Ss5CtVk846gWaYyJW1jl8lNkwLy3kVK44wNeRM+AHs90E1TCpGGqaFxVwFumUhU9Tskmyr9vHyZR1jqf646svoHQo1EULSgRXN1UccWKSvrhJy7OE5e7KYZliOaGU/Fy1xD3HdKCKPim4GuktdF2f044NYXMTEA/+C8Ue/At6wBZaV894GIzYS+TH6GZ7navqvAI+AFRJdJtx3dB3z2TKSsoBLT5uo+fvZ4RgeOJ5pqshdNzavxP35p09j51gSuye767gjC/Zede2ERggjOuXIYzRbyN1P9GNXkyRwEHgOhmmhrBlVAiPpFhwJEB0TsoixlIylbKXmfESR+Lrl7KMJCYWyXnOu58V2bzL3FYPBaB9MwGIwukhZM+hJxXS6/x1YZOEpCVzdK/7jSdkWsAoqdo53dqFhWvY2dVrAWiuoqGgG1oruCWJcEsBz9jYUKkbV2HHNsLCYraBeitK07Klx3SihZ/Q3BV8JO/lnPmKEkAxYGEvK0AyzoYNRFnlohlH1fa80iBDafycA0MMdWBHcHWJxEZMPfAFjj34FvGEfn4qTT8fC+e9EfttlDe8/KEgCH1ia751kS0fO1+FHD9nuq+edPhUovsyOuEXuUdnMDiyB57BvJt3x52mEKHDUbdyLuNUE3imEjtDIN9eBNcgCVj/CcRxiIo+CatRc+MwU7WN7PdfcRFJBoaIj75lKaBe313cSpmMSYrJa9/eF54DRpOQc7xkMBqM9MAGLwegiRBCSRR5D8dqvY9CJ5mbjjR416sAiBe5JWUS9C/7jKRmHV4vUrdRpChX7RK5TV8NV3cBqQYVp2QXIgN0LwnEcErLtNitU9JoFTaMKsJJqoKIZdSe5MRhB5J2hAbUl7lEjhPb3ciwpQw3pvyIogoACjDodWPX3XXJsC3IGZeggiPqLY04rYubuT9YKVxe8C/mtz7VzLycRpPPMT9zjwOIA1Ps4V/IV3HGQlLfPBt6GxKKbcWCRzzdMzBwkONiiTi8ft0kHlhrgwBIjRj33TttC4Vlbhtu8dYyNEpcFFFQDJZ+ARTqw6omOPM9heiiGilakkdKkIgQ6tryMJiSUKgaMgJMaWeIxOsA9aQwGozswAYvB6CKLOdJ/pQTa1d0phL0RIVwMKCD3QhxYiTqLKcBb5L45k/YMw0K2rLVdwFJ1AxXNRKas0YUA6ZgYdU4Qk4pABaxm0U27T6yXF0KM3qNIHVjVJe55VYdpWuAbdNyQCOF4UoFq1J9ASJBE+/GCHFhhEUJZdJ1BfmiEMEDUJ8ze8WGMP3YNAKA4db7tuDoJhSugfv8VYC9mCaLA13XG/uTRBZgWcNaWIewYSwTeZnbYcWCtR3dgaU2Wg/c7ktjb7ivAdXarhkmPCc1OIXzx2TO4/ernYzqg+oDRXcjn6+/AytAOrPqClDdKKPAcptLB56ZehmISliUVJV+vqcBxmEj2Zg8cg8Hob5iAxWB0Edp/FRAfBNxCznIXHVjZJqYQErErGdJtNe6c3JOoUqchxekTSaXu4r1Q0VDWTPAcB57nwAPgeTj/zsGCvUCv6AbKuomy0/VlWoBpWtTVsFZwHVgAeR8qyKvNC1iWEyOcCJhOyWDUg+xrCZmUuNuLFcuyJxSmQ1xNhmlRETaqA4u4rCoeJ1UU143sLGoqAQ4sV8Cq4xRQsxh98psAgKOXfQbre141sMJVo9gfYHeRxeTg99pb6iyLPAzDCnRKPDKXBQBctney7vMQB1auoiNX1kL3JYKmb16EsNtwHDCalHs+LqX4hi/EeMHTVRb9e9QLZfmMWoho7ReUaIl7A0fVRFJBsWIgJvGIy42XiTzPYTQhoaJV/17EFYFFTBkMRkdgAhaD0UUWs64DK4jecGC54stqQYVmmHUXI0SUChew7Ne6vEkRQgDQdAuFio6058TNsuyi9LWSikLZtr+TU3cOHJz/o5iWBcuqH8EB3BNEYrlPOSd/xUprn19ZNVDSdDa9hxEZf4m7IvIQeY46+sJEh7WiSsWS0YQUqetIEWrjSOR41ajE3X8/QrZBhHDkyW+D10soj5w20OKVyHNIxQRkSnqoiCUIXJVQ5YXn7YmPqm5C5DmIAgdDr30wcuwOmoZLiEkCxhIyVosq5jLlSAIWmWIpnwQCliz0R1zK+72saCZiktC0A4vRu5DYsL8Di0YI4+H7qB0lbM45NRyXsJJXqftW5DlMJOW+LMJnMBi9D/ulYjC6yEIu3IFFrf5dLXGvnl4W5pxacAS5sAghmW62ukkRQsB2lmSc12GYFtYKKg6uFHB0rYRM0Z6gY1l2ebppAYZlwXCmKJL/mQ3EK8DtwBpNeh1YtvOl1e2OWr7NYAB25xvgRgg5jqM9WPkGUdZV6iCUIAp8pO49OUCIIg4sJcSJ4t4vZAphkFPAsjD+6Ffs7T3jtwZWvALsPqLZ4XhVDDCIpCyGLhRjni7FobiIoFuu0Oho+OJ2doT0YEWLEZ4swggpq+6H1ykKPATHjUymgJLOIxb36n/qTa/OlNzjeyPistjUviwKPIYT7rElGROrLhgyGAxGO2G/VAxGFyGdUlP1HFg9UOLuL3+uN4lQ000aMQx1YDkC1mZ1YBHyZR2LuTKeWs7jxHrJdl01ykc1iXcKIWB3YAGNhYN6WKiOcDIYjcj7HFgAqFPGL0b7IeL0uDOBUK83icGDHFDGHmUKYT0HVllzC+GHYrXHkcTCLxFb2w9TjGNtz6sbbl8/k1JEiAKPqbQCsU78meeAuBR+KkcEsLJmYCguUfGCUNENut+MN5h82myRu3aSlLhLYn+4rwj+cwsqNDboyGP0PqQPz1/invE5xNvNSFyGKNguz8lU/3wXGAxG/zHYZxQMRo9DStzrdmA5JyKVAJfCZkEWvWQB9dh8FiWtVlRZK6lU7EqG9CaMORHCTEmjJ82bgWZYWMxUUFbNhr0+reKdQgi470OhxQghAKiaiWKLDi7GyUeBlri730Hy740mEZIJhONJBZphNuxeAoKFqCgCllxHnM96jjfxgGLysUf/EwCwvvsVMJXBnYAmcJxnkqSE0aQUaDaz+6/CHVreSFFCFpFQqm9PhEtF5OtOMyQ0W+SungQdWDwHjCXkvnIvuQKW/dukOz+K0oALjScDMSm4xJ1ECOt1C24URRIwFJMwEpcidWcxGAxGq7BfKgajixAHVt0OLJFYwbvvwCKFrUdWizi8XMSJtRK1qGuGifWChkK5egJaEEMxkRbFbrYLq0O6FQBAN0z6XrlTCImA1boAZZhWyw4uxslHwSnu9YrIJELYSMAiEUK7wN2EGUHB8gtRlmVR0SJ8CqFQdT8C7b+KSzWxOKG8iuGDP7C39YzfbLht/QzPV08QnEgpgZMGBb5+/xXB78gYT8lVji5yHJ5INZ441rwDq/ly8H5DlngaG+8X/JPqyMWkek4/Rv8QD3BgWZY7oKOTxeqjSannp3AyGIz+hwlYDEYXWWjgwKIl7l1yYOmGiaKzIN46Yl95Xyuo0AwLqwUVh5YLmFsvYSVfgWaYyJPFc0iEkOM4WuS+solF7p0mU9Jgwb4aTyJbG+3AApwYYUmHFcUOwzjpIWKp12UTtQOLOHHGUjLUiA4s2VfiTgQLoLUS92zIpKzR/d8Ab6ooTpyD0uR5jTeuj0koQpVrSRR4TAdECeOyUHe6KsHvyEgpElKeeCY5DjfqvwI8DqwmO7AGNULIc8B4Qq6JZfY67rmFL0LYRy4yRjBBHVhlzaTH2pEORl3jsgglQGhnMBiMdsJ+qRiMLlHRDWrpru/Ask8ENMNqe19TFI6vu1fZqYDlbLPlbNdKXsVKXoVpeRbPDezjtAcrpBC+3yBXN70dM8SJthEHFmD3i21EBGOcPARFCKN2YK16irxV3YzkWPSXsXvF9rDJc1T4MoIjhDX9V5aJscfs+ODq6b8VYcv6F44LjmGn4xJGEpJnWioCY5Z+yILW68iYSNl9NYDHeReht4Y4sNZLWqRoszrgwogiCR0VBDpFTYSQOuUG83M6mQiaQkj6rwSeaxgTZjAYjF6H/VIxGF2CxAdlkQ90GwDVDobNnkRY0QwcXi4CsBebk2lbZFsrVotOFkA7pdzFc/gJEnVgFQbHgUXESG+Rrxsh3JiDjk0jZEQluMS9uQjhcFxCMeI+6xeiyHFK4LnQTiC/A4RQbwJh6vgtULKHYUhprJ/6ikjb1q8IHFfTU0WYSCu084rnOcTkxqdxdEGrup9pXBYxHLPFMHcCYXiBO2DvV+T3KooLa5CdPRyAobjY0AHXiyi+CC+NEA5w1PNkgRwfSp7v+zqZQBgQzWYwGIx+Y/DOKBiMPmHRmeY3la7fO+IVsPwjkTuJZVlYyFXoSU9CEagwQxxYQRQjRAiBwXRgEWHPO+GHuCg22mFlwRYfzC648Bj9g2VZbSlxlwU+smDu78CiBe4NBAs3elh9XKMdWLFqAWvs0WsAAGunvQaWlIi0bf2KJPKIS8HHUMkzldCeQNi4LJlOIfS91+OOC2u5iQgh4O3BiiBg0f1h8BbNAs9Vfc/6CerA0qqjvxLPlgX9DunE837fyQW24Q72XzEYDMZmwX6pGIwusZgl/Vf1r3qLAk87T/xOhU6yVlCRL+nUOZSURVpSu16sLzqRxXPYFELAXSgtb3KJeychJ4jegtR2dGARNMNiMUJGKGXNnbCZDIwQRuvAEgUu8sADshAmQkWUAnfv39d0YAVECMXCPIaOXA8AWD19sMvbgcYO1qG4hOG4hLgsROpeIgtaryMDIPE3iX7u4xEihIBHwFpvXOROI4QD2IElS3zDuHyv4u/X1E3yOQ2e0HiyEacOLPfYSiKEIx2aQMhgMBibyeCdUTAYfcJqkSwawmMb/q6KTlPRDCznVRiWRTtOErJAJ+v5I4QEy3Kn5dWLvxAmnNe8OkAl7kTYq44QtqcDC2AxQkZjvE6/hKcbKUVL3KN1YKWU6Isc6sAyfA6sBoKF37lFyJZqI4Rjj38NnGWgMH0hKmP7Im9bP2J31DQWRSaHlMjuHxIpCppmO5aU3d+iCBFCoLkid21Au5U4BPS09RHeCKFlWfRzEpkDq++JkenVnnPGTLH+cAwGg8HoN9gvFYPRJUjHTKNFCJnoshkOLMuyMJ8t0+cqeCKBI3FbmClrZmB5r2qY0B37R6PXRBxYKwPkwFoLcmA5C1HNsNrSYZYr602X+WuGiUdOZFn88CTAKzh7e3mGInRgmaZFxelmFjmysxBWqQPLPmY0cmD570cgTgEaITR1jD7+VQDAyhm/HXm7+hWecx0UYUgCH3lcPXVgBcTQRZ53y/ubdGCdyDR2YNEphAMmYAk8VzXJsd9QPAKy7vltGLTP6WSERoaDOrD6cOAAg8Fg+GG/VAxGlyh4Fpth0KtpbezAsix7qqGqm6hoBsqagZKqYylfqXL5FCvuNsZlgZYBrwf0YJG4Ic+5Y9vrQaZdrRZUmNZgCCvkBNHrwIrLAp0Y1g4Xlm5aNGIVlc/99Em89B9uxnfuO77h5/diWRZ0o3VRzjQtlDUD2ZKGpVwZJ9ZKeGo5j9UBKvbfbIIK3AFXUA7rYlvIlmn8sBlniSJURwGJE6tlB5Zz/CEiWvroTyEX5qDHxpA95SWRt6tfSShiaPm9l6hlzHG5/m/IcqECw7TAc9XHrjC2jER3YJH9YtAcWIpcv6esH3A7sAw6gRBgJe6DADn/CuzAYg4sBoMxAPTvry+D0ecElS37ObJaoIuUJxfy9Er6RvGKRhb9f/afe4061IHlOIlGEhJKGQNrRZUuYtzbErFLBN9gYTWWkMHBFmQyJS3ywsmyLBxdK2F2ONZzCyK3A8t9LbwzTaxQMZBXddoj1iqGaWEpW4EscEhGjHk9NpcFANx/dB2vPn/bhp6fbEO2pGGtpELVTIgCD1nkIQscZJGHJPCQBR4cZ99WNyzojthlmBZ0046rVDQDlmXvc5ZFd0GYJjAclyN1+zCqKdRxdUbpwHpiKQ/Ajr1GFVAAV4iiApZGBKzwYxXtwDLqdGDF7dcwTsvbXwtLiBZx61d4Dkh1YMQ9nUIYIGAtZGzBeCwpQxI41DNq8hzo95Q4sFYLKsqaEXrBwp1CODjfZ44D0n1a3k7wRgi930EmYPU/5Pvo7bwjzlYmYDEYjEGgv3+BGYw+hohD9UpgDdNCsWLQE/+CamxqkTtQHUkC7EXOXKYcOImQFrg36L8C7HL6VExErqwj24SAdf+xDN5/7UN4ydkzeMfle6K+jE0haAohYIt/hYrRFgcWYC84jq+XsX2Mi+QAINMuT2TKWCuqkd/rmufVDGTKGtaLGjTdLQvXDIOeKPOc7Qqh+qVFFr3VIlXD5ympGIvYx8NwqfcdTNMIYbB7b72oYm7ddtMMx5pb4Eg+JxVZDLdS4m5ZltuBFZMgZ55C6thNAE6O8nZb8G7/aRld0AYIWPPOMJHZ4TgUSaj6LvM8B0ngkXQcuKtFFYWygXRMQkoRka/omM+UsWsiWfe5SbdSI0dePyFwHBWF+xW3xN2sctKyKYT9j/t9dz/X9VJtxQGDwWD0K0zAYjC6RCPBp6LbDhVJqF3obRZFTwcW4LqL1gK6q7wTC6OQlG0Bq6hGj0YeWS04/yxGvs9moBsmdbf4XVYpRcRirkLfn3ZQ0UwcXytj+2icdqQFkStrWHIErPWiioVMGTzHNXUVtlDRsF7UkStr0A0rVIQyLdiK1QYwLWC1oDEXVgvk60wBJY6sIAeWZphYylfod3q4SYGTRgiN5qYQkq4dryhfUA2YFiDAwO6nrsHW+z4NDhZyW58DdXhXU9vVj8gS3zB+3QqxEAcWEbBmhmMYT8pYhYqELCAmC0hIQtXxxQJQqpRgWrYL64nFPOYypVABSx3ADqyYLHTkc9pMvMNhSAeWwHNV3XmM/oQ4LitabYk7E7AYDMYgwAQsBqNLUMGnzhX3smrAtCw3orOBvqFWIdtISkHDJhEW6vTv1IO4ugoBhfCNticsCtUNiD2f51y3C4G8H0HF9xuhpBo4tl7CjtFE4Ij6kqZjbr1MpyNmSzo0w8Lcegk8gHQDEUvVDSzmKsiV9KqS382gohnIFFWMNZjQyajGH0vWDBPH1orU+lbRTai6WeWGWclXUFFNT8SkudOCmgih07sSvQPLXWRlSxqexT2KD8r/jh13HgEAlMbPxomLP9LUNvUryQ7EB4FgRwZhwemxmhmKYTQph8ach2MSViQVJdXA7HDcEbDq92AZpkWHTjQTS+1lBiE+CHgihJpJv7siE68GgniA45JFCBkMxiDR/7/CDEaf4o/n+SlrdkxL7qoDizg6iIBlL24CS9zV6BFCwH3dxSacScRhUi8K1S3WPAWp/v4v8n6EFWi3Sqli4HimhG0j8aoFoqobOL5WRr6i06gq6RbSDAsnMiVs4RAYg7Esexrdck6FqpuRYn/txrSAlaKK4QRzYTVDweeYzJd1FCtG1eTK+UwJ28cS4DgOhYqGtaIGC54FTpPRKL/AXonowFJ8UwjFwjzOuPUD+LryQwCAroxg4Rl/gdV9vwHw/e12iYLAc5Hdq81CO7AC3K5eB1YjeJ7DWFLCnGZgdoRMIqwvYGmeiy6D4sASeK7mIkU/EjSFcFA+o5OdmFQ7tIEMmRmOsymEDAaj/+n/X2EGo08p1In7EIpatZNB64YDy9fTRRxYq4EOrCYjhNSZ1IqApcOyrMhTuDpN0ARCAnk/2hkhJFgA8iUdJ7gSto0kwPMcdMPuyCqpBhUlAFT9u6pbmFsvgx9FVRl8WTOwkC2jUDZghEQBLcvCI3NZnDqZ6liURtXMvnRhdXO/9MeSs2UNpmX3ksUkHmXNxBMLeaiGheG4iHzFnUBGu6eavELv77Ii//SWuAvlNey8/i0Q1Cz0+CS0+BRGpDG8VShh2RzBxL13Y+r+f4SgF2FaHH4gvwinvvbjMGKjG3g3+guR70z/FeCZQqgHlLg7Atb0UGMBC7AXwCsFFVscwWsuU6p72yoBa0A6sOKyEBrb7hfcDiyDdmCxAvfBIKjzbp1FCBkMxgDBBCwGo0v43RJe7NHW1ePHu+LA8sUCiUDTzghhM9E68hy6aaGsmTTa2G3CTg7J+9GuEnc/FoCcI2LNDsdxIlNGwYlYekWrompAM0y6P1V0u0dr2xiHmChgpVDBakGFqjf2XH39rqP4zzuO4Krzt+ENF+/qxMvqSxfWtfcdx19d+zD+6TfPxyV7Jjb9+b2ieFkzqsThhCSirKnIVXSUVKPGjZMptxYxqY0Q1nYejT7+NSQX7rL/Y22//WcA/pI81d32P06kz8Fbl38dsZnz8YGTSLwCgLgidGw/J9NrS0EOLE+EMAoCz2EsIdMptGERQlLgznPom+9wGDwHDA1AfBAInkI4KDHPkx23886E5UyWJrUL/iEzDAaD0Y8Mxi8xg9GHFENK3Cu6CdPRq8hCsLsOLHsbSYn7eiEkQhhRVKLOpBYcWACQq2g9I2C5EwhrHVikj6iZrq9mMS27pLWimShrBo39ZXxRz2xJw7jH0VTRTRxbK0EUOJQqBqJUXa0VVXzznmMAgKeWC+16CYH0mwvrf+4+hkxJw88eW+yKgJX3iMi5sgbDcD/QhCJgteged/wfdasdKW4Zu/09piXujsMDloXRJ/4bALB47ttRGd0HsbQEvrCA2x54BJPI4JyZGDJn/ia+lH0mHl46gisGIKLVDDzXuf4rwC4dB4IdWG6EMPp3bDguYcd4AgCwnKvU9KoRVN9FmH5H4LnIF2h6HRoh1EzqwmQRwsHAe15U0c0q4bpZhy2DwWD0IoPxS8xg9CFksZkIiNyVdbvAHfCWHXezA8vexjGn4He9pMIwraqr6s06sOK0A6t5BxZgX1GcSke+a0chDqzRZJADyymrj/A6LcvCrQdWsGcqFTnSQzCt2jjmesknYJWrBSzAXsBUmqgU+8Yvj6LslEGv5CtNbWOz9JMLyzQt3H90HYArCmw23ghhpqRXiVSNBONMcWMOLNOyp3FSActZDMeXH0Bs/UmYQgxLT/sDmPIQAHtff9c9v4BpAf9+5TMxlpSRvfUgAGCoyR6uXoaD4z7iAKPOFE++g/1XgNeBVf0bUlR16syYGY5HfjxR4HHKeAJxSUDJiR1vH0vU3E7TB0vAGpT4IFAdIdRYhHCgiHnE5JJq0POAlCIOzHeRwWCc3LAjGYPRBSzLomJDKkDwKauui6ZbHVimZdErdwlHhBmOS+AAx5JerXqERSKDaK0Dy71tvocmEdIIYYADiyxM8xE6sB46nsHf/ugxfO6nT7RluzIl1fffG3vP5jNl/Ojhefrfyx0WsADXhdXrPLVcQNbZJxe6JGCRfUwS+JrIMRWM6wlYG4wQArbjxj+FcHS/7b7K7HoJFa8Au5fLP4kw6+yf/e4S4DjSaSVgaljBjvE4dk8kMTWsQJF4+LVYReI7KoyQz95b6gy48cGUIgb+DoUxmlSwlcYIg3uwyG/WIDh7gibM9jPeCCGJejJxYzAQBR6SI0aWdYNOImYTCBkMxqDAfq0YjC6gGu7kn4QvQmg6/U6EbnVglTwiGhFhBJ6jJ0Frvnhaqx1YzUTrvC6mbA9NIiQniBvtwDq+bi8ow3plmsEvWGVKG3vP/vOOw9BNC2fM2kJEQTWa6jBrBeLCMqLkG7vIfY77Cui+A4vnUPN+JUM650zLoiXurUYIAXsx7E4hFMDpZQw/dS0AYP2019S9Lzm2ke90PzqwOACSwGEoLmJ2OIZTJpM4dTKFqXQMSUWCIgmYSsdw6mQKW0biSMVEiDwHDp2NDwLBU8kAdz+dHmo+oisJPHZO2K6repMIaYRQ7H9nj8BzTYt8vYzs6ULUnb4Cscddrozo0CJ3zzAXJmAxGIxBgQlYDEYX8E6kS/iuvJf16rH3snMlTd1kBxYRlkSeq3JZEJHGX+TuFkg314EV1YFlmFbVVJ18h0rRW2HNOUEMnELYRAfWSsF2NK0VVVghUwCj4ndgZTcgYB1czuOm/UsAgN97zm76Oa/kO++OUjWTioS9yr1H1ui/L2Qrbfn8msUVp2oXoomQ71uhotP+s2bdTxzHVQlR7hRCHukjP4FYyUBNziK/5ZKa+xLXERG9MnQSYv8JBZLI4ZSJJHaOJzGeUupO5xR4DqNJGadMJLFtLI6RpBQYI28ncWdbdNOqcvIu0P6r5uLKhD2TKQD1BfdBihAmFLFqsma/QyOEmhshHITPiWHjLXInx1U2gZDBYAwK/XeWyGB0EH+vU6cgYk9M4msm/5Q1t/8KcMfRd8OBBbhOKcJoQsahlSLWCn4Bq7kIIXGeRXVg+QWrbE9FCEMcWHL0DqxV5z3VDAsF1djwFX8SbZQFHqph0phYK/z7bYdhAXjOaRPYM5XCeEpBYbWI5XwlsP+mnZgWsFpUIQs8DMuCaVowLAuGaUE37X/GJB5T6Rg4rjsuAq8DS9VNrBU12hm3WZDviBzQZRM29ZMscBKy0NIiVhbt/cuOEBIHFo/RJ/4HALC+5zUAX7v4r3Fg9bFTIKmITccA0zEJ6U1wm3nFtLJm0M+YCE/N9u0RTiUC1nq9COFglIPzHJAeIPcV4EYI1aoIIXNgDQpEtC5pRuiUZAaDwehHBusXmcHYAPceWcPvfeVuXLR7HJ/7jad39LmICyKouLesmlXT4GQnfrHZHVj1Oq2Iy8gfIcyrzUYIHUdIhG4ooFYAyvdIhFA3THdEdZgDK8LrXPWIgmsFdcMCFhEmto3G7Y6mFh1YDx7P4O7DaxB4Dr/1rJ0AgImUgiOOgLUZVFQTR9dKsCynCNuqnqSXLwOmabtJmhGxNMOE6XzhLIA+vmVZEPlo3UQl1cBj8zkA9iJQMyzMZ8qbLmCRfSwm1e43YZ1zG42YyCIPVKodWCPGCtLHbgQArO29KvB+ZBKaGyF0OrD6LELIc9GPe91AEXlwHGBZ9oKWiGYLjoA106KAtdOZRFjPgdVvUwhFnqPHFOKgtDB48UHAM4VQd6cQ+i+mMfqXmMdht04HdGzu7xGDwWB0isH6RWYwWuTuw6t4w5d+iXxFx48fmodumB09maMTCJXaxXHR11NCO7A2WcAq0imJPgdWkghYrtiieaaPpSLGYcI6eYLoVQcWWfzXK/klC1vVeY+Cxs0TVrwCVlHdsLOJbNuOsQSeWi601IFlWRb+/dZDAIAXnjmNLU5x80TK3g+WNyFCCNgLybAeLNOyBUDTAmaHY+AbOCkN08Jyvoy1gkYFMf/zSQKHbWNxxAMEIS8PHs/AMC1MpRWkYyIOLBXw5GIOZ8ymN9URRr4j8QDRLU6dgPUFrFaFI68QVXGOU3sXfwjOMlGYugDq8O7A+9ESd8OEYVp0+/utxF3gucjHvW7AcRxioj0xsOyZRDi/wQjhrokkAGAxVw78zXSjae3/DnCo+cpuiIQiYNZ5HwzTgmnZfZSmZYHjACnkuN2PBE0hZA6swcHrwGIdWAwGY9Do3TMuBmOTuPPgKt705Tup40g1bKfHKc7JeScgoo3fgaXqBnSfUOXGbDa3U6dQxyU26tjQvZ1EXldHPGIHlreTx7Kshgv9WgdWbwhYa54JhHzAa0jIAl1sFVQdslj/KmiVA6u4cYcZOXElQlgrAtbtB1fx+EIOisjj1y/cQf98ImUXP2+WAysKpmXvl6ZlYctIvG4cuFDRsJCroFQxENYNb5gWjq2VsH00UbfTCHD7r/ZOp52i7AKeXMjj6FoRU+lY6H3bhT3Z1BGwAr6DYYLxRjtSqjuwDAAWTj3+XQDA2t7X1r+f6LoEyFRTDsGTWXuZhCL0vMARk3hbwNLdY/V81v7uthohnEoriEk8ypqJtaKKyXT149AphG1+b2Iyj5gkIFPU0I6qOUXisXUkvinf016BTiHUTNaBNYAo3ghhqX7FAYPBYPQj7NeKcVJz24EVvOFLtnh18anjOG3K7vR4cjHf0eet1xdV0UyYPqOVTN0N0aJ27YIsdP0usaAIYcHj/IjaIZZU3GLhKO4yvwMr1yMRwrD+KwDgOc6duBjSg6UZZpXA5C/Jb5ayZtA+IiJgNetaM0wLX7ntEADg5edtqYrEbbYDKyqmZQsyx9eLNWKwYVpYyJZwdLWEQjlcvCKUVRPH1kqoaPW/f3cftgWs06ZSGHfeo6V8BZmijsMrBSzlyjSm2ClKmvt6ghxYYSXuWVqe3toCR/LEkSq6iXO4gxjOH4ApKMjs/tW695M97lKyb6YUcVN6CNsFz0V3nXaTuGcqGWGjEUKO47Br3L7Qk6voEH0OHnLRpZ3CiCRw2DIcw5bhONIxMWBcQXPIIoctI5sjMvcS3ggh6cASebYkGBTi3hJ3epGNCVgMBmMwYL9WjJOWXzy5jDf9250oaQaec9oEvvTGC3HmliEAmyFgBfdFlfTqAnfAFbDISeZmQUQ2/4Ss0YAphPk6ryeMmCTQxUeUHix3e+wTs1yPTCF0C1LrO6ui9GD5S/H9/930dpXcAneyQG22A+tnjy3i6FoJaUXEa87fVvV3vejAIlgWkC3qOLZeou6CQkXD4dUClnNq09+lkmrgaB0Rq6jquMfjwBp33hcSB1V1C4vZCg6tFlCodE509X4OJB7kJUqJ+/BGI4ROTPYq4SYAQHbXi2HKQ/XvJ7lF0hsV0boFz3M93X9FiMlkQWvvw4ZpYcnZZ1qNEAKgTuX3fPMB/Mdth6qOW+129og8h+mhGJKKBIHnsGUkjkSsdeFJ5DnMDMeRUvprn2sH1d9Ze58gfZuM/odFCBkMxiDDBCzGScnP9y/hzf/2S5Q1E5fvm8S//s4zEJMEOha80wKWGyGsPvkua0ZNr0fXOrDqbONIQAcWcXWkAjq96sFzHI06BblC/BCRjCy2cr0SIYxgz3cFrPrbvOoXsDbowCJXXYcTEj1xzZW1GoG0Hqpu4j/vPAIAuOqCbTWLdCJgrfSggAXYkc18ScextSLmMyUcacJ1FURJNXBsvVTlhMxXNNx7eB3LeRU8B+yZSlGXmrfPzLSAQtnAkZUSjqwWkStptCS6XRA3TVwS6kRZw0rc7f2y5RJ3weMS1St4hXArAGDttPrxQQBQPNFDt4er98UgLzFJaHr6YDeIie6CFrAFTzJ1l3yXW+EPn7cH52wdRlkz8dU7j+LN//5LfP6nT+CERzxuxxRCngNGkxLtYATs38atw/HIsXUvAs9hakg5aRf13n2W1AUwB9bgUFXiXnLPBRgMBmMQYL9WjJOOnz2+iN/9j7tQ0U08//Qp/MtvX0DjA3tIhHCpww4stdbdZJpWVcEuwT9qfrOg21hnCmGhYqDiLObrOcoaQV5/IUKRO3mO2SEiYLVfBGgF4sAaDROwSIQw5HWu1AhYG3PrZBxhbTgmUVHAtKILf9c9Mo/lfAUTKRm/eu6Wmr8fdyKEBdWIXMS/2VgA8mUDyzmVTtoiGKaFr//yCB6Zy0Z+vGLFFbFyJQ0n1sp48HgGALBrPImYJND3JUjY000LmaKGo2slPLVcwGq+UhNzbAXTtLDkRDmD4oOAGwUO2gez5Y25n4hLtKQauAx3Y4QroBKfQX7LJZHuV9HNDW9DN7D7unpfvALcXjTiwJp3BM/JlLKhyOZZW4bx3T+8BF95yzPxrFPGoJsWfvzIAt7+n3fj+w/OAdh4AToHIB2XAru6FEnA1tEYdRRFgeeAsaRE3ZInI973i/y2+iOgjP6FfN9LqjuFcIRNIWQwGAMCE7AYJxVPLOTw+/9xN1TdxAvOnMY//9YFtMwUcAWsA4v5jooj5ITRu/ip6EbglDU3QtilKYS+BXFSFui0InJilK8zsbARyZYcWPYUPNNy3QTdxO3A2liEkAhY5D1Z36gDy3PVVRR4+rjZiN1hj83nAAAvOXs2sIQ5IYv0MVd6rAfLT9A3+d6ja7jmjiP4158/1dRjFct2nPBEpoSKbuLxBft92jeTBgCMJ6sjhEEYpoVixcBcpoynlgqYz5SosNAKhYpOhcl6bhQyjKHkDE3wstGICVkM5ys6rhJ+DgBY3fNqgA8/Hsie6YWkA6ufBCyhT+KDgOvIKGv27wiZQDi9gfgggeM4POe0SXz995+N/3nbs3HFvkmYFrCUs0XcjU63izsTAusN+ohLImZHYpEicBxnH6tbLa4fFESeA9EtyflIO5xyjN5AEb0RQudiFnNgMRiMAaE/zrwYjDbx3ftPQDVMPOuUMfzTb55f082xczwJgeeQr+hYyFY21A0SBu1z8ix+7BLmAAGrSw4sIir5F2gcx2E0IWMxV8FaUcX0UKx1B1aEaB2BOEfGkhJkgafFz/6Ors1mPUJBKhWwQpxKJEJ46mQKDxzP1EQKm94unygxFJdQUA27a2i08f2Jgyis4HkipaCwWsRSvkKL4vuFo6tFAMBCrtzU/SxUd7btdwSsvdNEwLKFzFxZh6qboRPYTMt2Hy3nVKwVNfDgULVG50B74mSRhyzwUEQeksDb/y3y4DgO2bJeNUghCCIum5YtYniFLho3bSAexRfvwbab34PC9AVYOfNNqIzto9sGAFx+AZfx9wMAsnuvCn0swFskbdCI9FCLPVzdQBL5uu93r+HtxAGAhSwpcG+vC+kZu8bw5Tc9Ew8cXcenf7Iftx5YwTlbh1t+PEXksWUk1rBHKx2TMDMMnFgrQfddCOJgC1ccOKTiAmZCxLCTBY7joIgCSpqBvHM8Yw6swYEc39eKbucjK3FnMBiDAhOwGCcVP3t8EQDw2mdsDzwhlkUeO8cTeGqpgCcX8x0TsIL6pSqaGdjPI4vd6cAiYkuQq8oVsDTntk4HVpNiUjKkWNpP3jOlLB0TsVJQ7T+r3xG9KZCuqtEQB1YqUgeWLRidOmULWNmyDt0wIbZ4Vdw/eWg4LmEuU66adBgGEdC8kwf9jKcUHF4t9mwPVhgn1u0FfK6sQzPMloqmdcPEE05fHnFgpWMiJIGDZlhYLaiRjiEPHFvHl249hLdfdioVwvwQ5wzH2f1xHAcIHAdF4lFUDTpdrp4DSxF58JwtYBVVnd7OsizqymskYE3f/feIrT2O2NrjGH/sv5DfcjGWz3ozFGEXAODs1R9D5Ezca54GcXRPw9ftdWBVqIDVH6clJD7YL0JITAqOELY6gbAR524fwb/89gU4vFKk+26ziAKH2eEY4lK0fWI4LkE3bEGY4x3Rl+chihxEnoPE84jL0SflDjqKxDsClv39Zx1YgwPpvCPfc0ngmnbIMxgMRq/SH2eKDEYbWMyW8dBxu+/msr2TdW+3ZzLlCFg5XHraREe2JWhqX7FOhEjqtgMrQJQaTdoLXRJzK7bcgRU9QkgEtaRHwIoah+sk7hTCxh1Y+RABi0TOdo0nqdCQKWkt97T4Y2Hkn1EELMuysFpsLGBNOn1Pyz0eIQzixHqJ/vtqQW0pUnR4tQhVN5GUBWwdsaOtHMdhPKlgPlvGSiGai/P6Rxfw5GIeN+1fqitgESwLMBynpg4LFee4QJw1sYAJhGS7ErKIfEVHUTUw7vx5QTWoYyVMwJLyx5E6fjMAILv9+Ugf+xlSJ25F6sSt+KA0gy3C83Bx7hYAwPe4y/Gqhq/a48AyTGRL/RUh7Jfpg4SYz4HVzghhPWRRwLaxOFbyKkzTgunsu4ZpwTIBKzDc6zKekpFucn8YTykYSchMpIoA+f4RR3iYW5TRX8Rl+7OccwSs4bjcN2I7g8FgNKJ/zr4YjA1y4/4lAMB524Yxma4vCuyZSuG6RxY6WuTuF4c03YRWR6AiJ5W6acG0rMAJY52AuIUSASXFxG1ERqbnqbjU3BW+sMlotdtDJh2KSDsxo3yXJxFqhomc8z5ttAOLOJ4mUjJGEjJWC3asrF0CFolmZSO8ZyXNoK6JRg4swJ5o1g4OLhcwOxyji+1OctwjYK20KGA9Pu/GB73fy/GUbAtYEYU94gbbiJONCBNhbpWELCBf0auirFlnP4lLQugCdvSJ/wEHC/nZi3H4RV+GlDuGsUe/grHHv4rxyjz+UvovQAcqloQbhEsjCViy4xJQvSXufRIhFAUuUNzvVUiEsKz6I4Sd7YKKSyK2jQa/T4bzm+aH/FGrggoTr6JBepLIhRWRvW8DA/m+k+/5cLx/jlUMBoPRCHa5hXHScKMTH7x831To7egkwsXOCVh+caisGYHxQaC6WHUzXVihDiwiYJEIIS1xbzJCSCajRejAoq41WaSRvFyXHVhEJOI5OzpWj2Y6sMaSMp1ouJEerIxvdDZxtmQjOLC8hfJhYtJkGwWsh45n8Mdfuxfv/MZ9Gy6wb0RJNapK1lt9n0mB+96ZatcU6cFaKUR7X05kbDFtI062RhFCwN0PvYIx2U+GwhY4lomR/f8NAFjb+1oAgJbehoVnXo3HfuMOfHv7e/CouQMA8E3jOVClcBcZQfG4S7MbLJLfbNKKCL6PFvy0xN35DaERwg46sBoh8Bwkga/5H+l3Y3QW7/AFAC3H1Rm9hyKRDiziEGcTCBkMxuDAfq0YJwWaYeLm/csAgCtO7wEBS62O3JV1A2YdBct7Ir9Zkwgty6K9VEG9CSQuR/qfvO6oZojqwLIsy53cGBNpT04ugvDVSdY9J4dhzrhkgw6skmrQ98AWsIhA2LqgQUrcyehscgU2SoQwSv8VYDuNgPZECG9/agUAcGythPdf+1Akoa1V5jKlqv9ejSg0+SEOrNN9sb8xMokwwvuSL7sTBKMKXkG4Dqz6AlZQZDfKBMLk3B1QckdgSClkTnlp1d9ZYhwPTb0SL1E/hpfi8/gr/Y10YdyI6imEEYS0HkHg+is+CHhK3KkDq/GQBsZgo0gkQkimEPaPIMsIx/87wArcGQzGIMEELMZJwd2H15Cr6BhPyji3wUSkUydtAWs5r3bMCUKmmNHR9ppZtw1E8Iy73iwHVtlTKB+0UCPChitgbawDK8yZBNiT2khPT1IWkXJiRrkuRwjJ/uHvvxLK69h2459i+KnvAXA7sOoJWEQwiksCErKIUef9bXX/syxrQx1YUQWsiXT7HFj3H1sHYO/vh1aK+OvvPhzaGbYRvPFBIJrQ5Cdf1unjnOYTsIiwtxLB2XUiU93FZdSzYjaACBNhRb2JgP0wioA1+sQ37NvufhksMV7z97YQxeFxdRw6RBpNagQRsHIVnUZW+yFCKAjh73MvEpNdt2++otPvVjcdWIzuQiOEZebAGjT8zul+cbYyGAxGFNivFeOkgEwfvGzvZMPYR1IRscU5qe+UC8s74c80LdpLUg+y0CPjkDsNcV/xHALdFDURQho37EwHFllwCzyHmMS7DqyIEULdMPHfdx3F0dViU9vXiHoTCGfu/AhGn/wWtv/sj5E6emPDDiziACKCkf/9bZZCxaBCCO3AIhHCCO9ZZAHLcRoVVSPSJMl6rBVUHFqxP5sPv+JsDMVEPLmUx99872EqzLSTE058itBKhHC/Ex+cHY7VLA7cCGEEAcsjpplW6667aA4sRzBvwoHFqzkMP/UDAMDqvtcF3oYcn8g+FzX+RW63nLP3f4Hvj0lZSUXsu8U+mUpW0gwaH0zHxKZj34zBgUYInWN3K5NYGb2J/3dgOGTIDIPBYPQb7NeKcVJw42N2gfvlDeKDhFM7HCP0Ru4qutHQdUF6sCp6+xfzQRSom0MMnFxDI4QFtSre16wDi3RgNRI/3P4re2x9igpY0USTXxxYwX/cfhh/9+PHYAWUBrcKjRB6Fv+Jhbswtv/rAADOMrDjp+/AdOmA/TrqvE4idBDnzkY7sDIBxdy0xL0pB1Z4gXxcFuhnuJEYIXFf7Z5M4uytw/jQK85GUhHw2HwOH/rBIyjXmdDZKifWbNFox1gCQGvvM+m/2jdT2/dEyu2jlLKf8LnBWnWzEVEqrLMsyPHYSMAafur74I0yysN7UJp8euBt/CJ31Aih4nFgAcBQLPh400vwXPPHuV4g7nFg0f4rFh88qSHfP/KTKLEI4cDgn0ZLqgQYDAZjEGACFmPgOb5ewuMLOfAc8NzTJiLdp5M9WJZluQ4sRXDieg0ErC45sOq5IYhDSDctZMs6dX80HyFsPJ0PcAUs0rGVbjJCSEbGH1op4sBSoaltDIP2TBEHlqljy63vBwCs7XkV8rPPhqDlcf4tv4dJrEHVzcAeM7/jiby/rUYI10u10UZvhLCRiEeEl/EGDizAdWFtJEZIBKynbRsBAOyeTOGDLz8bcUnAg8cz+OgPH21r/xuJ/p3jxImjOKX8UAFrOkDAct63VUfgDd+WajdYK3FGAFTkCytxD3I8EkGzXnRvdL8dH1zb92tAHXHJ77iK6sDyRw37Ij7Ic0j1oWuJlrhrJj0esvjgyY3/+yfybEkwKPgvZPhrDhgMBqOfYb9WjIGHTB88f8do5EksVMBaar+AVdZMesUzKYuhEwgJxNqvblKJO+3oqiNISQJPxSRvn1Cz8Z+kHM2B5Xd4pZucQuh1wlz3yHxT2xiGGyG0Tw7HH70G8ZWHYchDmHvWX+HI8/8FleHdUIpz+KL8KcRRDuzBog4sImAlNxYhDHLVkH/XDIsKjvWIGiEENt6DZVkW7juaAQCct32E/vne6TT++mVnQhF53Ht0HR//0WPQ27T/n/AJWM06sCzLwv75+gIWed+IwBu6LU4HFhEYWn0fixEihEHftzAHlrL+JJKLd8PiBKzveXXdx5WF1gQs/+2G+qCnJaEIkPpwQh4tcdcMLDgC1jRzYJ3UKD6XDnNgDQ6sA4vBYAwy/XcWxmA0yc+c+GCj6YNe9kx2zoFF3EQcB8REnsb1wiALRG2TStwLDRxYgCvaHF+zu4sUkW+6QyNqB1beN+Uw3eQUQq9A8fP9S22LYnqnEIrFJUzf/UkAwPwz3gMjPg4jNoJDL/o36MoozuOfwqelf0ahXCuW2AKWhQu1u7H9hrfjjOXrANgCWSuRxyBRIuaJE2ZL4e+bX1ALY4L0PbXoHDqxXsZyvgKR53Dm7FDV3521ZRjv/9UzIQs87ji4im/cdbSl5/CSLWl0vznbEbBKWnMdXnOZMnIVHZLAYddEsubvJYGn733YhEPLsjDniGnktW80QhjqwFJqv2+Zcn0Bi7ivctuvgJ6of/z0C1HNlrgTekHA4jl7YS8LPCSBgyRwEHn3f/3ovgLcBS2LEDII/qgv68AaHPy/A6wDi8FgDBLs14ox0JQ1A794chkAcPm+ycj3Iw6s4+ultpdI03ieJKCoGZEmC5Ir/pvmwKKl7PUXayTmdtTpE2qlF4YIZBXdDHXX5P0OLCdqVKjoDeOXQLW4UlAN3HZgpeltDcI7hXDmlx+FoGZRnDgHq6e/nt5GHdqFwy/4IlSIeLHwS+y+7++qH8QysW/tJnxX/j/49SfehZGDP8BZd70PM1hBRTcbuqWCt6u2mwvw9GCFONcsy2rJgbXUovBynxMfPHN2KLC/6bxtI3jjxbsAAI86rqeNQNxXEykFw3GJ7oPNxAgfc7Zjz2Sq7qJvPIKwly3rVMA+e4stprXaJRatxJ04sDwClrOv1IhHpo6RJ74JAFjb+2uhz+13YEXuwPLdjwxn6CZxRcDe6TT2zaZx2nQauydT2D2ZxK7JBHaMx5HuAZGtFWIeBxaJEE6zCOFJTU2EkDmwBgb/74D/XIDBYDD6GSZgMQaaOw+uoqQZmB5SatwdYYynFIwmJFgWcKDNMUIixiQUEfmy3rDAHXAXhFHErnZQqLgdXfUgMbdjjgOr2QmEQLXDK8yFVajpwLL/aVpu3DGMFccF86xTxgAA1z+60PS2BkEifruLD2D0iW/CAocTF38E4Kvfi+LMhfhb5Y8BAHuf+jeMPXoNYBoYPvBd7PnWi/FXhY/gXP4gdCEONbUNglHG+2Sne6jQfIyQ9hr5TlqH4/b7lgkpcs+VdejOPjnaRAdWlMLyIO4/ug6gOj7oZ8d4YkPP4YVEXreO2Iv3MU9fVVTIBMK9AfFBwliESYReMW3LSNy+/QYdWGGuSfIdJd8ny7LovuBf4KSP3QiptAQ9No7c9ueFPndNB1ZEJ0evObB4Dhj29HAJPAdZ5KFIAuKSiKQi9a1LhSxoy6obIWQOrJMb5sAaXPwl7ixCyGAwBgn2a8UYaH7m9F9dsW+q6elWxIXVbgHLdTcJkUvIN70DK5IDyz4hOrYBB5Yo8PQkOkzA8juwJIGnJ2hhbiIA0A2TOpJ+7RnbwQF44FiGuhBaRTNM5Cs6ROg47/4PAgBWT/8NlKaeFnj7O5LPw6e0qwAAW259P/b+zxXY8bM/RHztMeStOD6vvwK3/srPcPjKL8ACh5fzN+M87knas9UMbrm8X8Byi9zrQYScoZgYaUHjOrCa307DtPDA8XUAwNNCBCy3KL71SYeEE058ighG4y0IWI+T/quACYSEKJMIiYC1ZSRGJ1Aut1Aob1kWLXEPm0IY90V2S5pBxUq/eDS6/78BAOt7XgVLCBcy/U6O6CXufgdWdxdZAs9RcXzQoBFC3WQRQgYA1oE1yMR8x+So/a8MBoPRDzABizHQ3Pi43X91+b7o/VeETk0iJO6HmCREnqxGHA2b5sCK1IFlnxCRq/mtjpYnIlkhpIPI78AC3BhhvkEP1lpRgwV7cbpnKkWdPj/ZoAuLiEBvFK9HMrMfujKKhWe8p+7tU4qIzxmvwsOTLwVnGVCyh6Arwzhy7p/i4spn8Un9dUiNz6A8cS7WT3sNAOD90jVYC+lQarRtw77R2USkyEYQsKLEBwFQ4aUV59CBpTwKFQNJWcCpTu9c2HM021UVxHEqGtkC1liTHV4V3cDBFXuSZVCBO2E8igOLiGnDcUx6BK8orszqbTJB7tFMiTvZTxSRrxK+hNIKhg5fDwBY3fu6hs9f24EV7dRCFHjwnjVztyOEqZgIOWJ/V79B9ot8Rac9a9PDSjc3idFl/MIzc2ANDrzjHiV0+9jKYDAY7YT9WjEGloPLBRxcLkASOFyyZ7zp+5/aoSL3ghN5k0W+4fRBAunAiip4bZRGUwgB94qe6Zmo2ArxgF4eP64Dyz3hJpMIGzmwSHxwNCGD5zi84IxpAMANjy42LRR4WS2omMIa/lT8HwDA/IXvhREbrXt7+/3h8K2t78Hi0/4Ic8/8Szz+ultx3+7fRxYpDMfdeNL8M/4CZU7BM/j9mDn2v01v23qdWFiUDixXwIq2uCXuqKLavLhE4oPnbhuBwNe/+h+TBCpebtSFdYJGCImAZW9/WNm6lwNLBRimhdGEhMl0/feICnsRIoRbRmIYScjgOfv7tN6k647EBznURke8+Evc600gHDnwbXCWjuLEuaiM7Wv4/K0KWPZt3e90NyOEAs913QHWSWKyexHEtACR5+h3l3Fy4v+eijxbEgwSRLROKyJEJk4yGIwBgh3RGAPLjU588MJdY9St0wwdc2A5i/ymFnk96cCqfk+TIX1ZYZD7hYkfwQ4s+9/zDWKYq76JehftHkdKEbGcr+B+p0C8FRayZfyl9J9IoYTi5NOxti/cqUJeZ1bjsPCMP8fyub8PU04HOp705Ax+MmYXwV9x9PPg9ObijvU7sBpHCFeK0ScQArYASV5bVHGJV7OILT+I5IHv4R3CtXiv9nmc8v3XYu83novpOz8GmLWf6QSJ2G2gB8u0rBoBq9kI4ePzWQB2/1VYLHk8QjfYiYzrBhN4LlJvVhAlT3wwbJsSUvXQhMD9xLIw+rjTvxbBfQXUHsuiRgj9t+1mT4skcFXHl0HDHy2dSivgQ0RjxuBT24HF9odBglzMYBMIGQzGoDG4Z2uMk56fOfHBK1qIDwKugHVopQDdMNt2BatIIoRNRFU2ewqhWwjdeAohoVUHFnmOQkgZu78DCwBS1E0ULmCRaBhxxMgij8v3TuL7D87h+kcWcP6O+q6pMCYOfR+vEG6FCQ7HL/kwwIXvH2TbCz6nGXH++CN79279LTx9+bvYqi2g8tAXsfS0P4y0XYZpUWHC78CKJGDlg7cnjMmUgkKliOVcBTvGEoG3kfLHMf7Iv2PkyW9BKtri8nsAQAKw5N5u6oF/RmztcRy94vMwZTdWOJZUcGiluKEi99WCiopuQuA5TDnuqWZFo/0LtqAd1n8FNI4QWpaFuXU3QmjfR8FyXsVyvhJaEO+HOKr8o9P9eAXpkmZQp55XOIov3Y/42mMwBQXrp74s0vOLPAcOoDFGfzQpjOqYS3cWWhyAobg40IKOP1rKJhAyFIlFCAcZ8p33d2EyGAxGv8N+rRgDSVHVcftTKwCAK06fbOkxtgzHEZcEaIaFw6vFtm1b3tOBFRXZuTK62Q6ssMmC/gl1rXdgRXBgOQt0r0NiiDqwGkUIax1FV55pxwhvf2oltA+qHvHF+/DKIx8BANw8+RsoT5zT8D5UwPJ1dgVtHwCkUkP4uPbrAIDJ+z4PsRitsytX1qiQ4HdguR1Y9d9r6lhLBQtYYnEJwweuxcwdH8boY/8FOXuIbvuyP4ZnWUjM34kdN7wN+75+CSYf+AIVr0ryGO4y9+L73GWYP/9dOHL5P+DYpR+HKcQwdPSn2P39qyAW5uhDuQ6s1iOEpP9qOq1QQbpZBxZ5jF3jydDbkfcvV9YDv7frRQ0lzQDPATOOmEAK8Zt1mREHVlj/FWB3ThHBqKAaNRFCTi9j6y3vBQBkTnkpTGUk0vNzHEdFdqBJB5Zn0dytAnWB57o+AbHTSAJfFdNlBe6Mmgghc2ANFOQccyQe/WIUg8Fg9APMgcUYSG47sAJVN7FtNB5aDh0Gz3M4dSqJh45n8eRivuXH8UMm4jVyS3iRN7sDiziwQkSpdEyEwHO0R6rVCKG/lycIEhP0Cljk3xtNciQdWGQqHGD3m+2eTOKppQJu3L+El5+3JfL2ioU57PzJ70KyVNxgPB2P7PsTXB7hfkSo8wtY9UrTR5MyPmtejLfx1+NMfT+m7/okjj/3Ew2fh4gS5PPhtCJSJ25BfutzqegXrQPL3h5OKyI5fwdSx29B6sQtiK8+WnOffxWn8FPpdJhHngNpx8ugx8cxfOC7mHj4y4ivPERvl99yCZbPehMKsxfjS3ct4Zv3HMfzT5/CzvP30tuUx8/EzuvejPjqI9hz7ctw6IVfQnniXExEmOrXiBO+AncAGEu5ApZpWeBDIniWZdGhBdMNBICUIkIWeKiGidWCSkUqui1OfHAipVDnw0SyNZGOOCYbCViAvR+quoliRafiLRGwZu76OOKrj0CPjWP+mX/Z1DYoAk+FumYELDIJzV8kv5nEFQFxafBPh+KSQC+gNNp/GYMPK3EfbMjxtJvRbAaDwegE7NeKMZD8zOm/umLfVGgnTCP2dKDInQgMzTmw7K9qZbMcWJXGDiye46oiaq32x5BennoOLMO0qMNkTD2BU3746xh54ls0bpRrMIVwNR8sEJEy9+sfmYdlRStz57Qidl33FkjFRTyJHfgT7Q8wMxzuxCHUc2DVFbASEgAOH7PeYP/3/m8gtvxgw+epKnC3TOy67k3Ydf3vYteP34hRqXr6XBBke/aUH8YpP3gdzvzKOTjlx2/A5EP/SsWr0vjZWDnjt5GfeRZMXsKYvoirhJ/j1459BKd/7SKc+R/nYPvP/wzxlYdgCgpW9/0G9r/6ehx86VeR2/lCmHIK9zkF7k9zpkISSpPn4cDLr0V5dB+k4iJO/f5rkT58XaRS9Eb4+68ANwqrm1ZDMTRf0anQOhVS4A7YriR3m2tFtyAxrVWRjjqwIojiJLJb9DmwUkd/homH/h8A4Nhln4KeaC567RWtWun365YDiueA4QEub/fi/c2ZZRHCk57aDiy2JBgkyAUN1oHFYDAGjcG/5Mg46bAsCz97zOm/ajE+SCA9WAfaJGDphkkXjVHcEoTNnEJoWZbrwGrQazWakKmg0Oi29XCFnWAHliv4WDj9zvchNX8bknN34Iwz/wHAKHItRAgB4LK9k/jSLw7i0EoRB5YK9LOui2Vi+03vRHzlIWixcbwx82fII1HjrKkHeZ15n9OMdnT5JoIRYeUX5VOwdsbLMfrUdzF7+4dw8Fe+DoSIst5i7vGHv4TU3G0AgNTcrXjWHe9ADL+HoqpAM8yaBYthWlgrqricvxfPuf0fIBi2kKKmtiG/9VLkt1yK/JZLYMTdqZ6cXsLjv7weC/dfhytjj+E040nwRhlaYgYrZ/4OVk9/PYzYWNXzZEoanloqAADO2zZS8xq09DYceNk3seOGdyB9/OfYef1b8dy9f4bP4ekbKnEn8b+to65oJAk8huMSMiUNq4VK6NXqhaz93CMJKVCAHjr0I4w//GWs7ft1rJ/6SowlZcxlyvQz9nKC9F95BKzxFmOS5YgRQsDtwSqqOjJOlHSWz2LbTX9mP/dZb0Ju+/Oaen7AL2A17y7t1ph3UeC6Fl3cbLwTKqMetxiDi+KbWCoOcAfcyQj5vvu7MBkMBqPfOTnO2hgnFU8tF3B8vQRZ5PHs3RMbeiw6iXCpPQJWrqLTfql4yLh7PzKdQhjNKbQRVMOEHjEW6C0HbTlC2KADi7xfr5VvRXreFmM4y8DLHr8an+f+GrlyfeHJsiw3QugTiNIxCc/ePY6fP7GM6x9daChgTd3zaQwf+l+YvIy7nvkPOHYdh7gkRLbnJ+XmHFhDcQk8B5gWsP/sd+PCwz9Gav52DB3+MbK7Xlz3eUhE9UxxDjO//DgAYOXMN2Dkif/ByPxt+JKcxZvVdyNb0qpilYAtfv0Kdyv+XvpnCIaB7PbnYe6iD0Ad2llXNLPEOIrbnou/u3sMX5UT+MJVeyBnD6M8djrAB783Dx7PwAKwcyxR06VGMOUhHHrRv2HLre/H+GP/iQv3fxI/krfj7vxZGDr0ahRmLoIRG6n7PgQRJBoBtriZKWlYyas4JeSQQeOD6drF/+jjX8PWW94LzjKRmrsNI098E6crv4uHIQY7sMgEQo+QMJlqsQMrYok74AqpRdVAtqSBg4mXHvwQpPIySqOnY/7Cq5t6boLSagcWFbC6s8gaikknzYh5r8DJIoQMFiEcbMhFRVbizmAwBg32a8UYOA46zo590+mmeqaC8DqwosbMwsiVNZRU20XVVIRwEx1YRccJxaHxNnrFh9ZL3IOn8xHyZR3DyONq/isAgIWn/ymKU+dD0bP4ovQpmKVM3ccuqgbKmv2eBZWSX+nECG/av4iKXr+Da/jJ72D63s8CAI5f+jE8Ip0FwHYxRI2opgIihIZpYb0U7BATeI6KY3PcBJbP+X0AwJZf/GVolDBT0iBCxx9mPgneqCC37XKcePYHcejFX4EhJXEx/zC+KH0S+Vy25r7ph/8Dn5X+ERJnYP3UV+LwC/4V6vCuUMcX4HEO5Sow5SG71L6OeAWAxgfP88UHa+BFnLjko5h75v+ByYk4nT+K3+R+hJ0/+T2ccc152PPtl2D29g8iffh6cHo59KF0w8S8I0BtHYlDKK9h+pd/h5k7PoJX8TfhHO4pZLP19yUAdfuvxh/8Irbd/BfgLBP5LRfDFBSkj/8cH5t/K35P+B7WcrVDIIIihERQXHH6uKIStcTde5uCak8hfKPwY2xf+QVMQcHR530OltiasNFqhFAWu9fTIvAcUieJ+wqoPp6zEndGbYSQObAGiasu2IZn7hrDC8+c6famMBgMRlthAhZj4KDOhpGNn6DvHE9C5DkUVANzmfAFciMqmoFixWiqr4ZAroyqmyBgUYeYLIQWWgNuzA0AUi1GCBMKcWDViRCqBt4jfg1jyKI8chqWnvaHOHzlv6AUn8Ye/gT+Wv0UYAbfl8QHk7IQKMadu20Ek2kFhYqB2w6sBD5GfPFebLv5zwEAS+e+Det7X4v5rL2PNdMjQxxqFd2kQuR6UYVpOT08AVdJyfu7VlSxdN7bURo7A1JpCbu//1qkj9wQ+DzrJQ3vEL6LnZXHYchDOPacvwM4DsXpZ+DQi/4DRcRwqfAwLrj9D6pEn8n7/xFPf+CD4DkL35VegqOXfyZUhPIy4bjbSpoROk2ScH+d/qtAOA7L5/4eHv2NO/Gnxp/iK/qVyKd3g4OF+MrDmHjoi9h1/Vtw2rdeiPjS/XUfZjFXgWFakEUe2/IPYM+3X4yp+z+PyQf/BX+U/Xt8T/k/+JM7L8O+r1+CnT9+I2bu/CiSJ34BeISkeSpgOc41y8LUPZ/Gljs+CABYOuf3cfAlX8UTr74O+dmLIVsVvE/6Kv7k4O9XbZtlWfR4smXY28dlu+4M00KmGH06ZjHAgSUWFzFzx0cw/OR3qj5nsh8WKzq2lJ7Ee8WvAgDmnvVXqIzui/ycfrzTBJsqcRe714GlSHzL3X39iFfgZBFCRk2EkDmwBoorTp/CN972bOyaiNbTyWAwGP0C+7ViDBzHA5wNrSIJPHaOJwBsvMg9W9agGxbtq2nGgUUWeeomlLhH7b8CgLGqCGGLAhYpla5Txp5cvBuvF38KADh+yUdhCTL0xDQeu+xfULJkPJe7D9N3fjTwvjSelwou3BZ4Dlfss8uqf3lotXbb5u/Azut/F7xRQXbHCzD/jPcAABUfmhGwvO8neY9XPPHBILFwxBGw1gsaTCmJp371v5Hb+hwIehE7r38Lxh75Ss19xjOP4I/EbwMAjl/yEehJ9+prceZC/M3QB1GwFMyu3I6d170ZnF7CzJ0fpXHDz+uvwDVjfwxw0X8e4rJAhZGlXHj8bT5Txny2DIHncNaWocjPYSYmcFfqMrxffzOuveQ7ePT1v8SRKz6PldNfDy0+CSV7CKd+91WYvO/zgYLm8fUSOJh4Z+JH2POD10EuzKEydApWznwDDiSfjiXL3hY5dxRDR3+KyQe+gN0//A2c8oNfQ2L+TgBuB9bMcAywLMze8SFM3/Np+3Vd8OeYf+b7AI6DOnwKDr70q/jpvg9gzUphl3YAp373FZi99a+QPPELZNeWUdFN8JxHDIO9gCSfeTMxQr8DS8odw+7vvwaTD/4Ldtz4xzj9q8/E7G0fgLL2ON0Pc/ksPiX8AxROx9q2K7F6xm9Ffr4gWnVgjTmvd7MjbRxn925tZMhHvxGTXbdbtyY+MnoHf4RQZgIWg8FgMPqAk+fSI+OkgfTcbG2DgAXYMcIDSwU8uZjHc/e2VgpvWRYyJR0WmitcJlAH1iYKWGETCAlksS3yXFOuCy+kAyswQmhqeM7jHwEA/Cz+QkzMPov+Fbfl6Xi39jb8o/wPmHroX1EZOx3re19bdXcyzc0fz/OybzoNADiy6sa8xMI8Zu/8KEYOfAcAUBo7A0cv/yzA29s67whYM0PR9zGBtzuzSpqBQkXHcFyq239FGHUEwrWifTvSC7X1lqsxtv8b2HrrX0LOHcH8M68GOB6cXsbvr/4dJM7AgckXoLj75TWPeWzoaXjD0nvwX/FPIH3iFuz7xnMhFRcAAD+YeQc+eehSvLiO4BfGZEpBoVLESl7FzvH6V3zvP7YOwH7fmy3+H0/KOLZWwnJehb5tGplTX47MqS/H/IXvxdZb3oeRg9/HzF1/h9Sxn+PY5Z+BltpC77u6PI9/lT6FK9V7AQDru1+O45f+LUw5hR8NzeMfb3wSz9/B4S8vFKCs7Ud8+QGMPPkdpObvQOr7VyG37XKMrP8qgC2YSUvYevN7MLb/awCAExd9ACtnv7l6YzkOy3uuwpX3T+PD8a/iJdbPMfHIv2HikX/DbgA3ytN4UjwVMw89iNLEOShNnA1TGcFESsZqQcVyvoLTnH2zEbQDSxIgZ57CKT98PeTCCahJ+/XLhROYePhLmHj4S/iz+FlQhEvwomOHcRp/HAvWKJYv+0TDmGgjvN//ZhbCr7lgG3ZPJnHhrrHGN24jIs91rXerW8Scz4jFBxlArdAssgghg8FgMPqAnr3cUqlUcPbZZ+PGG2+kf3bw4EFceeWVSCaTOPPMM3Hdddd1bwMZPUtQt8xGaEeRe76iU/HJu9iMClkQbkYHFuloSkRwVJEOrI3EcEgHVlD0bOKhL2Oy+CTWrBS+Pf77VX8n8Bx+Jl6Cz+qvAgBsveVqJBbuqrpNvQmEXnY4DrtjayWYWhkT9/8T9v735Rg58B1Y4LBy+utx8KVfgym7Je+tOLAAzyRC5z12ty9YMCLC1mrRM5WOl3D8OZ/A/AXvBgBMPvgv2P5TOw44ffcnsdM8giVrGPed+/5AUWIoJuIu63T8v52fgCEmIBUXYHE8jj3n73Bt4jX29gT0hTWC9DctNXAOEQErUnywznOs+J7DVEZw9Hn/iKPP/RQMMYHU/O047VsvxNBT3wcAxBfvwZse+h1cKdwLjZNx/JKP4OgVn6OfKXm9h0oJFGYvwuqZv4Pjz/0k9v/az7G67zdgcQLSx27El9R345+lT+PKh2zxyuJ4HH3up2rFK7K9SRkrGMYfVd6Op170FWR2vQRqajsAYBe/gCvNWzH7y49h9/++Hmd95Vzs/fql+KD6CbxN+C5Sx2+BUF6P9L4QUXy7dhC7v/9ayIUTKA/vwYGXfwePv+4XOPiif0dm54thcQJ2lh7GJ6T/iyvLP4ZpcfiA8McwPVMlW0UW7OOZwHNNRZFSiojnnDa56Y6ghCJCOclcSCRiOs3igwwECFhsCiGDwWAw+oCedGCVy2W8/vWvx8MPP0z/zLIsvPKVr8Q555yDu+66C9/5znfwqle9Co8++ih27NjRxa1l9BodE7AW8iiqOgyj+TL3TFmD4Uz2I3GfWDMdWOLmdWARISmKA+u0qRTO3zGCM7cMt/x8pAOrpBowLYtG6aT8cUzd8/cAgI/qr4eVqHVopGMiPpN9DV6zNYttCzdgx/W/hwOv/B601FYAHoEoxFE0lVagiDyebd6DPd98L5L5wwCAwtQFOHHx36A8cW7V7Q3TomXezfbIpBQBy3lXJGzkwBqhHVi+PiSOw9LT/xhaahu23vznGDn4AyiZpxBbfQwA8B7trbhqZCrwMUlZ9gPCmTj04q9g6r7PYeWM30Ju5wuxuv/h0O0JY6KOuOTFtCzaf9WwwD3kOZYLau1fchzW974WxekLsf3GP0Zi6T7s/Ok7kHv8q0iduA2cpeOQOY1fPP1TOPeM51bdlbzeFd/jaqktOP6cj2Pp3Ldj5M5PYvLQ9/AS4ZfAccDkJRy94nPInvLSuttLBF7dtHBi4mIUtl8GAPj6Tffh0MO34bVblnF5+jjiyw9Czh2FkjuCi3AEF0kA9n8N2A+o6e0oTj4N66e+ArntzwP42p/tkmbgPO5J/Pojn4SkZ1EaPwsHX/wVGHF7pGJ++xXIb78CYnERS7d8GTsO/Q928Qv4R+MV2D90frQ3vwFkMdwPMSSB47pSGt9tYk5kbGaoeYclY/DwuiYlgTup4rQMBoPB6F96TsB65JFH8PrXv75m4tvPfvYzHDhwALfeeiuSySTOOOMM3HDDDfjSl76ED3zgA93ZWEbPoRkmFRfaUeIOAHsm7RjPE4s5HFkpUiGqGcg9DNNCxXFiNePA2swOrEITHViSwONvXn72hp6PRAhJvJI87+xtH4CgF/Fk7Bz8T/m5+PUAl1dakbCACm44/UP4NW0O8dVHsPP638WBX/0mLCkRKUIolVfx5djf42L9TiAPaPFJzD/zaqzveXVgD9RKoQLdtCDyHBVUokIcWCSmuVqwt69RhHC9GCDYAFg/7dXQkrPY+ZO3Ir76KADga/rl+Kl5Pn63zgKdLNwzJQ3FmQtx6MX/Qf+ukaAWxgSZRBgkLjkcWi4gW9YRlwTsnUrVvV2j5wgTydThXTjwsm9i+p7PYPK+zyN9/GYAwPXcs/FO9S34q21Pq7kPeb2ZogbdMGscROrwLtx49kfxxf2X4r2xb+E5yWM4funHkN92Wej2SgKPkbiE9ZKGlXyFvvdPFmTcbp6DM0/Zjd3n2TE/vrKO+PJDOHD/LagcvQcXKkcwrZ+AnDsKOXcUI099D1piGmt7X4fVfa+Dlt5On2dP8X58SP4oYnoZxanzcfBF/wZTGanZHj0xhYd3vwVv2P9szGANcxjH+W0ScshiuJn+q24hCtxJVd5OIM6rUyeb/+4xBg9vB5bI9/73lsFgMBgMoAcFrJtuuglXXHEFPvKRjyCZdHtUbr/9dpx//vlVf3bppZfitttu68ZmMnqUhWwZpmW7ACbqxLKa5dQpe59bK2pYzqsbunJf0d2ep5Y6sDbDgeW4g0gpd6eRBR4iz0E3LRQqtoCVPnwdhg//GBYn4v8N/yGsdT6wJD4ds/9s3ZBw+AVfxJ5rX4b4ysPY/vN34cjz/snjwAoWZHitgF0//h0k9AehWQJun7wKYy99P0y5frk46b+aSisQmoxckLgkjRDmwyOORFhZCxGFCluejQMv+xZ23PB2aJyCD8/9FgSeq1uq7xWw/KxGiFzWg7qjQkrcb3vKnvR41pahliZekahlw4JzXsLCM/4cua3PxdT9/4iVbS/AW2/cBYALdGYOxyUIPAfDtLBe0gKFyflMGU9Y2/DZsfdj6lXnRN7msZRsC1gFFbudCj3S0+fdFlMZQWHrpdhf2IdPPHUpzpocwt/9yk7EVx5C+uiNGH3ivyEVFzB13z9g8r7PIb/tuXa8UZDxsdIHEONULIw9E8sv+XeYUv0OsoQkwAKPOdixwXZN/yMCVqtdeJvJUFxs+rs7CLz1Oadg73QKzzs92J3JOLmwXVf2oFXWf8VgMBiMfqHnBKy3v/3tgX8+NzeHLVu2VP3Z9PQ0jh071vAxK5UKKpXqBY+iKFAUZqMfNMjCcHYkBr5NCxTOmRS2kK3g2FoRw/HW43Kk/4rn7JPHqNAOrB5zYLUDjuOQkAVkyzqKqg5erWDLbX8NAFg65614fH47gPVAxwQRsLJlHVp6Gw5f+X9xyg9/HcMHf4ipez+L1fwlAOp0TJkadtzwNiSWH0RBHMFrCu/FeOx8vDdEvALc/quZ4eYjqkQUjBohHK0XIfRRGd2LJ17zExxYyiH/jQcwGhMDpxoCoMXVWZ+ApRsm1p0/G2tB/A2N98F2D/7vQ/MA0PICmjqwQgQ9L8XZZ+HQ7LNwcLkA4F6kFBFDsdr9iOc4jCZkLOcrWMmrgQIWcXY2Oy1vPCnjqaUCFStNy8JchsScax9rIu2KdKYyjMKWS1DYcgkWnvFuDB2+DqOPfRXpE7cgfewmpI/dRO93g/F0FC7+Ak4JEa8AN7JLGDnJHFgiz9HjxslGOibhV8/d0viGjJMCjuOgiDzKmtkX0V8Gg8FgMIAeLnH3UywWawQnRVFqhKkgPvaxj2F4eLjqfx/72Mc6tamMLkL7r1oQF4KoaAaOr5WxdcQu+j66WtrQ45U1Nz7YTN+EJNq37bUOrHYxJHN4Dv8Azr7zL3D6fz0Tcv441NQ2LD79T1CoOFMRAwUse/GdL9vbXJy5ECcu+SgAYPqeT+PZlZ8DCBCILAvbbn4P0sduginG8dPzP4fHrB1Vkwjr0WqBu/c1FGiEsFEHlv36SppBxc+6cBwyJfs2YS5B4rjJlqtL84lI1uoCn0YI6ziwbty/iExJw2RawcWnTjT9+IDbZbZe1JoaaECOC1tH4nW/d8R1RmKdflwBqzlxj4inK87jLucq0AwLAs9hKh0gYJE+rrwK0xOltwQFmd0vw6GX/hce/7WfY/G8d0CL25au/zWfjbdp74QSCxevgFphul0OLEXoDweWLPGbJs4zGL0OiREyBxaDwWAw+oW+OYuLxWJYWVmp+rNKpYJEItHwvldffTXe9a53Vf0Zc18NJsfbWOCu6SaOrZdQUg1sH43jniNrOLrWWOAIgxS4x5sUh8hJpmZYVUXnnYAIRolOC1iWhdjKgxh98tu4VvsWxuU14Lj9V5WhnTh22adhSQkatwtyYKWoA8t1E63tex1ia49j4qEv4pPiF3DYmsFw/JKq+03f9QmMPvE/sDgBR573T0iMPgv4+V04sV6CZpg0shnEvOOeabbAHXAjhIWKjopuIOe8tnol83FJgCLyqOgm1ksq4nL4fk0cVKT8PQgibuXKWtW+RMS00aTc0v5FXEslzUBR1atEAsuycO19JwAALzt3tuX41lBMhCRw0AwLqwU1shvKHexQ//Z04mMdd1fLDiyfa+wEcfANxQLfh9GkDA528Xu2pAV+lurQLixc+F4sXPBnkNcO4B1fXYIFLlIs2S9Mt6vMXKIOrN6d7Mdx9j7EyqoZDBvimAz7zWMwGAwGo5foGwFr69atVVMJAWB+fh6zs7MN78vigicPJJqzdYMF7rrhiFeOmLN9zBZKj7VJwGp2ZLw3bqgZZkcXicSBlehgybGyth/bbv4LJBbvoX+2aqVwfMtLkHjG61GcOt9ebcKN2wU5sEgcjIhchLlnvg/6wqOYWfoFvij/PdbKL4KesN0qY4/8B6bu/zwA4Pilf4vcjudj0rIQlwSUNAMn1kvYOV7fyTJHhgS05MByI4RrBVtskkW+rtuN4ziMJWXMZcpYK2qYbeAszJRskSTUgeW8Z6YF5Mo6vS0tlA8Rv8KISQJSioh8RcdSroKd4+7nde/RdRxZLSIuCXjhmTMtPT5gvx8TKQVzmTKW85XIYtJxjwOrHuN1JhESFhxnWSsRQsDtOyNiWj0HnyTwGElItHMvTIwELyGTPg0WlgFEE8b97qN2CVhKH3RgCTxHI7QMBgNQJCZgMRgMBqO/6JtfrIsuugj33HMPSiU3wnXLLbfgoosu6uJWMXoNtwOrdQeWYVo4kSmhUNbp9MBto/bjHV3baISwNQHL20+h6c1PQWwGMiGvIxFC08DEA1/Anu/8ChKL98AUFKzvfhk+Pvo3eFbln/C/O9+N4vQFVLyyLCvcgaUQN1G1gAVexI/2fRQHzFnMYBk7fvJ74IwKhg79CFtufT8AYOGCP8PavtcBsIWRHY5IGRYjtCyLlri31oHlCm4kUjaelEMdIUTACCtyJ2RK9vsQJkqIgiuYeXuwVjYwgZDgTgms3tZr77OtdS84c7puuXxU/IJQFE5EcGaOhQhYumHSyYfNC1j2xRMiEJ6IIKbRPrFGZfVwRXGei9Y/FZN4eI1fw20SdE6ZSILngD09POEuIQtQmjz2MhiDDI0QnoRDDRgMBoPRn/SNgHXZZZdh+/bteNOb3oSHH34Yf/u3f4s777wTb3nLW7q9aYweIspCtRGL2TKyJVe8AoBto7a4sZSrNNW944f0GCWaXEQJPEcXnZ3uwSp2qMRdXj+AU7//Gsze+VHwRgXZ7c/D4792M44+7x/x+NAl0CDS5yZUdBO6aX8SQVMRiZsoV64tOZ9TFbxFezfyXArJxbux87q3YPvP/ggcLKyc/nosPu2Pq24fRcCyi+btbWy2CwnwRAhVo2H/FWHU6cFaK0YRsBo7sABvD5b7vq02mNgYBSK8LHmEl8MrBdxzZB08B7ysDQXS402IO4Qo0WLyuoMihEv5Cp1uSj6PqIz7RL0TmcbbQt7HlSgCluqK4lGicRzHVTm12tWBdfrMEP7zdy/C7zx7Z1ser93wHJj7isHwwSKEDAaDweg3+uYXSxAEXHvttZibm8MFF1yAa665Bt/+9rexY8eObm8ao4dwo0KtRQh1w0S2rMHymZzSMZEKSP7pbc3QaoSQ4zh6gtlpAatAStwDBKOWMA1MPPivOO3bL0Zi8R4YUhrHnvtJHH7hl6En7ThZwjedj26L8988h8B+nxQVsPSav1vJqzhkzeLftvw1LE5A+vjPbeFsxwtw4uIPU5cXgQhYh1fqC1jEfTWelFuKcRIXWaGiU6fPeEMBK9okQsAuNwcaC1jk7zNtdmCNBwgv195vd19dtHu8pd4wP81OIsyVNVpYHzbcYYyWrdc+7kKWuK+UpvuTiAMr5/SeEZdoFDFtOYLLjPbqNXFM8YrT7YoQAvb+3av9UgLP0eMFg8GwcQWs3vzeMhgMBoPhp6fP5iyfirBnzx7cdNNNdW7NONnJljUqZDTqCqpHrqJDN2ojejzHYSguYb2oIVPS6pZuN6LVCCFgd8tUdBOq3mEHVqV9Diw5cxDbfv5nSC7cBQDIbX0ujj/n76Clqp04xJnkn7SX9/RfBS2MiaMiUMByIltLU5dgbsdfY8ttf4XC1AU48rzPA3zta9sx3tiBNbeBAnfAM4WwonscWOH70miSCFhRHFikxL15AWs1oqAWxqRPeFkvqrjx8UUAwCuetrXlx/VCBKGoDiwiGI0l5dCOqLAphK0WuAO2ECyLPFTdxHJOpY8V1qFGI4R1JiJ6KTmCczPHlKQsYAl2bKjjwxp6hHRMYi4TBsOHO4WQfTcYDAaD0R/0tIDFYDTDnLNQHUlILffs2JPZgv9uOOYKWK3S6hRCwO3B6qSApRkmdXglNyhgJU/chp3XvxmCVoAhJTH3rPdjbd9v1DifAHfiIXF/EQqOoBXUf+X985Jm1EwPXPFE4lb2vRHZHVdCS84CfPB7v9NxYM1l6k8inHfEh3oF3I2gJe6qTiNljR1YToQwUgdWNAcWEf6yAQJWI0EtDH+8738fmodmWNg7ncIZM+mWH9dLvZ6tepzINO6cAlznWaFioKwZVYLQRgQsjuMw7hTxPzafhW5akAQOE+n67zMVsHLRO7CaOabEne/2cFzqWcdUOxF4DmnmvmIwanBL3Af/OMBgMBiMwYBdcmEMDLT/qkX3VUUzqPsoCLc3qNbtE5Uyjfs0/9Uj07020sHVCG8HVSsiGyF9+Drs+vHvQNAKKExfiCdefT3WTn99oHgFuG4vfwdWvlx/AiH5c/KI/kmEfoFIS2+rK14BtoCRlAWYFnCsTln/3AYK3AFXFCxrJpZyrjMoDDdC2IQDKx7+mEMhDqyNRAgnPQKWqpv4wYNzAIBXPm1r24SSZjuwaP9VA9ExIQs0TuPvwXIFrNbEPbIPPng8A8Def/iQ96OZmGRJs48HzfTqkRL/dsYHexlR4OqK4AzGyQzrwGIwGAxGv8F+sRgDQ5Si5jByZZ0WhgcRtOhvlqLaeoRwMzqwSOdUXBIgtDiVaOSJb2HnT34fvFFBZucLcfAl/2mLRyEk63VgqfUnEAK2s4KIW/4YoRuJiyY6RJlESDqwZltw4gDVQhyZaNmoND1qB1ZZM1Bx3HlD8fDF+rDz90SMregGFQA31oHlRghv2r+ITEnDRErBxadOtPyYfog7aa2owgj5vhKiDnYgTikgSMBqbQIhgYhuRMBqJKZ5RTp/lN4Pid02IzgTwbhdBe69DAd72APPpqwxGDWwKYQMBoPB6DeYgMUYGE5ssMA9W6ktb/dC3AobKXEvt1C4TCAOrE5GCIstLIa9jD/8b9h+05+CswysnfYaHHn+F2CJjT+PVh1YAGg0yDuJsKjqNFrVzFS9RgLWRjuwBJ6jn31UwYhECNeLKsyQHXTd2S9lgW+4f/k7sNYKzn1FnrpzWoGISyXNwDfuOgYAeNm5sy2LoUEMxyUIPAfTiuZKo4MdRhsL2+Sz8DufNhIhBFwH1qITCWwkplHXoGE1dHyWNFd0jkriJHJgsfggg1Ef5sBiMBgMRr/BfrEYA0NUp0UQJVVHRQ0XhoadRdBGHFhlJ+7Tqx1YdAKhZ/uU9Sex59svxWnfvBJT934WcuZQ7R0tC5P3/gO23PZXAIDlM9+IY8/9VGBZehDk+fwCFnVghbxf6YBJhCQ+mJSFptxupMj98Eqh5u/KmkFdUK3GVIHa6Y6NBKzhuAQOgGmFi6cZMoEw0bjXyN+BRQrvx5PyhqJ+MUmgbrn5bBlxScALz5pp+fGCEHjOFZoa9GBZltXUcYH0f3mL3MuaQcXB1h1Y1Z9xo/1HEnhaxN8oKtmKA4s89kQT4m6/Iks8ksrgC3UMRiu4HVhsOcBgMBiM/oBdlmQMDFHG09cjW9YaxpGCJrc1Sysj7wmb2YFFI0aHfoxtN70TgpYHAMTu/hSm7/4UipPnYX33K5DZ/avQE9OYveNDmHjoiwCAhfPficWn/2ndvqsg4nVK3IkDKxXioEg5i9O8R8CifU5NTovcOZYEEOzAIvHBlCKGbk8jkrKIZaj0sUiEox6iwGMoLiFT0rBW1DCSCBYdoha4A7Vx2Hb0XxEmUjJ1l115xlRHuocmkjKWchUs5yvYh/rl8KsFFWXNBM8BMxHEJyI0eSOExH2VVISWX4s/xrolgkt0IqlgvahhJV/BqZOpurcrtTDZ9KXnzELkOVx5xnTk+/QjHGfHBxkMRjDk94eVuDMYDAajX2BndoyBgUwba1bAMk0L2ZKORm06bon7BgSsDXVg2SeYnezAKlaI44nD1N2fwvS9nwUA5Gcuwvppr8bwwR8gdfwWJJbuR2Lpfsze8SFUhncjljkAADhx0V9j5ey3NP28JCJYVA1YlkVdQK4jrP6hiixQvZ+L11HUDCRCOJ8po6IbVeLSXJYUuLfmwiF445BRBaPRBBGwVJyCZOBtMiVbdIkiYA179mXLstyJjW0RsBQcWimCA/Dy87Zu+PGCsIXJHP2c60HcV9NDsUgOg6AI4Ubjg0Dt+xrlGDWekvHkkt0nFgZ1YDVxTBlNyHjdhTsi375fEXmOug0ZDEYtJEIoMgcWg8FgMPoEJmAxBgLDtKhDJoq7wUuhokMzGpdBt8OBtbEOLPs+nY0QGhhCAe/PfQbT994JAFg+682Ye9ZfAryEtX2/DqG0jOGDP8DIgWuRXLgLscwBWJyAY8/5O6zvfW1Lz0s6eQzTQkU3qcBHnDyhDizn77xTCEm0rFlH0UhCQloRkavoOLZWqnK+zDsC6eyGBSz3s48uYMk4tFLEekjn03oTDixyG82wUNKMtjqwphyh56Ld4xsW++oxkXTL4sMgRfmzESOfQSXu86TAPd36axnzRPVkkY/0Pk9EnLZY2kAsedBJKAKUFo61DMbJArmgkmDHDwaDwWD0CUzAYgwES7kKdNOCwHOYanKhma/okaaZtTVC2FIHluPA6qCAlcrsx7Xy/8Ep5QWYgoLjl34c66e9uuo2RnwCq2e+AatnvgFS7hiGDl+H8tgZKGx5dsvPG5cE8Jzd81RSDSpgFSr2+xXuwCJuIo+A1aKjiOM47BhP4OETWRxZLVYJWHOOQBolihaG97VE3T4yiXC10LgDaySCgKWIPGSBh2qYyJb0tgpYrzhvCwDgtReET57cCETcWWkg7jw2nwUAnDZVP4LnZSxAwGqHA2ssIYMDYMGeQMhHiNdGF7CaL3E/GeA5IM26rxiMUF59/lbMZUr47Yt2dntTGAwGg8GIBBOwGAMBmTQ2MxRrauKZbphV5d9hkAhhvmwLXq1MVmulr4ZAStzb2YHF6WWI5VUI5VXElx/E2574ABS+hFVpBiu/8v9Qnjgn9P5aehtWzn7zxreD4xCXBRQqBgqqjlFHSKAOrJDuIfJ3+aAIYZMdWIAdI3z4RBZHVqp7sIjDb+MOrBYihEl73wubupcpR3dgcRyHobiE5XwFmZLmEbCaf7/8bBmJ4+2XnbrhxwmDdFU1cmA9MmcLWGfODkV73CQRxlQaZSUC1sxQ6++NKPAYTkhYL2qR3WCkYL1RUX2J9tYxAYsg8BxSMYFNH2QwGjA7HMeHXxn+O89gMBgMRi/Bzu4YAwHputnaZP9VvqJHFoTSjvBgOfdrZQR9mQpY4X0TnFbE1l9cDakwT//sz9ZLeKOkYupJBdOLLYoolgVeL0Asr0Eor0LQa8vKf2GchZvO+jhe1kC8ajcJWUShYlRNIiw4AlYyRMAKm0LYSqcT6cHyF7nP0w6s1icQAtWvpVkHVliEkDqwEtH2y+G4iOV8Bdmy1lYH1mYQxZ20kq9gIVsBzwGnz9YvevdChELVMFGoGEjFxLY4sAD7s14vapE7+sYjO7BajyUPGhzsqWoTaQUj8cbTOBkMBoPBYDAY/QUTsBgDARGwmu2/ypZ1REgPArBdFClFRL6iI1PSmhawdMOkXVsJKfyrN7b/Gxh98ttVf7YXAAQABed/bcLkJRixUejKGP5Xfwb+fOlFeHNion1PEJGkLGAJrmgFRHNgpZ0IYa6y8Qgh4ApYh1fdN9kwLSzmbCFhww4sj1Mm6pREImCtFUMihE60dSjifumNxK62scR9M/BOCzQtKzCS9+h8DgCwczxJp2o2QhEF2oG2UqggqQhYIB1YG/zct44kcGCpgFMmgkv4/RAH1nJBrRps4GcjgyEGCVHgMJqQMJ5SIhX2MxgMBoPBYDD6DyZgMQYCV8CK7o5RdYNO3YvKcFyiAlazlDXX6aWEObAsC6OP/RcAYOXMN6Aw80wAwM1PLOPWAyt4+o4RvPDM6aafn2CKCeixMVu0io3DlFL2vHkAX7n2IRhYrxJZNgsiMhAHlmFa9N+9xed+XAeWRu9HnEqtRAh3jtsCw0K2grJm93Et5SowTAuSwG3YpdSaA8sWm7zdTH5IiftIPNpjku6w+WyZuniIUNbrkE4p3bSQKWmB2/1ok/FB+thJ2RGwVIwmZPrebKTEHQDecukpuHDXKC7dE00cJnFGVTeRr+hUqPWzkV69QYDngGRMxFRaiSxUMhgMBoPBYDD6E3a2xxgIjq+TCYTRBaxcOVp5u5ehuITj6yVkWxCwyEJT5LlQh0B86V7E1x6DKSiYv+DPYCojAIDHV4/iB08chhqfxrN2n9b080eBCEaJEMdTpyAdPkVVr/on0FyEcL2owrTshW0rMc/huIThuIRMScPR1SJOm05jLuN2rEUp4A4j1UIH1kgyPEJoWRbdJ6O+ZuLUOrRsO80SstA3Iogo8BhNyFgtqljJq4EC1iMnbAHrjCYFrPGUjMOrRawWVCwo9nFlLCFDFjfm6hlLyrh831Tk28siT/fD5XylsYB1EjqwZJHDZFrBaEJmcUEGg8FgMBiMkwDms2cMBK10YDUTHyQMx23xoRUHVlSnxJjjvsrs/lUqXgGA5Cyg1TaWuPspOKJRNx1YBUdEIxMIFZEPFfzIwr6im1B1k8YHx5JyS0X7QG0P1hwtcN9Y/xXginEcojuexpzbFVQDFd2o+fsfP7wA3bQgC3wTHVj27Q46Ala/9F8R3CL32o6okmrgqeU8gNYcWIDtdltwYqPTTRS4yyIHSWiPmNKorN60LOrs7BfxsV3wnP1ZjSUVJl4xGAwGg8FgnCQwAYsxEJzINBchLKk6ymqtENCI4ZjbG9Qs5QhOCV7NYuTAdwEAq/teX/V3ZAqhqndOwKIOrC5EcUhMkMQ6o/RfAbZziOhUubLm6b9qfWpcPQFrZoM9SIArHI2nogtsCVmgn/+6rwfrwFIe//fmAwCA1z9rR+T+H7IdpNurX/qvCETcWQmIVe5fyMG07LL3yXRz+wGZxLhSUJsucFdEHltG4tg5nsBQXISwQWHl/7d33wFSlWfbwK9Tpu7O9sKydAFFVATUV43BiPWNkcQkRLEbo6iJSowYURFCFKyvJMbX+mnU2EtiNPhGFEtQmhoQBKMgUpeyhW3T5zzfH7Pn7M7WmZ1nd87A9ftHmZ1ZHi6m7Lm5n/spyel+kLv5ngIceB1YLocm5dRMIiIiIsoe3EJIWc8fjloX9ckOcW8Mpb59EGjddpXOFsLuhi0XbPwb1FgQwYJR8JcflfA1Zz90YJnb9rqbOdVXOnZg9XwCIQCoioJcl46GYBSNwShqWy720+koal/A2tUQL5CmO8AdAIYVe3HRsUOTHuYNAIqioMDrwJ7GEOqaw1ZBpTkUxV3/9yUiMYFjhhXh7PGVSX/PPHdirnbvwDJrQaLlZWsWd2o6Ke6s7+X8K6C1kFfbHIJo+c2SKWC5HCoGFXqs5/GQIg11/jCqG8MIRw2k/m7TpkjXRQeWOcBdVeLFswOFpiooSaEATERERET7BxawKOvtbJl/5XPpXc6JaSs+LyjaqwtK6+S2YC8KWOEeOrCEQNGXzwIAag85r/WKvYXZgRPpow6smNG6HSkjHVgtW6DMnJLtwALi2wgbglFr+DbQevHfGx0KWBI7sBRFwdSjBqf8uEKvM17AapmDJYTAH5d8jar6IMp8Lsw4ZVRK87nan1Zox24WTVWgKoDXpSHHqSMmBOqawwhHhTWgv7PuJKuANTD1AlbbLYRmt2NPWwg9Tg2VhW542pwuqigKinJcyHXp2NMYQmMgimiKRfPSlj/j3i46sNoWxQ+kbXQ5Lq1X8+2IiIiIKLuxgEVZL9UTCAORWK+LQPlpdGAFe5iB5dm7Bp7aDTA0F/aN/EmHr/f1DKyEoemZmIHlMjuwErcQJtMN1vYkQrNbRUYH1p7GEPzhKHa1bCWryEt/BlZvmX+eupZuwzc+r8LHm2qgqwp+e8YhSRVv22pfAMhkB5aCeL1WgQJFjXcb5jjjRSuPU4PeZltkvtuBPU0hlPnMDqzE7qSYIfCfXY0AgEMrfN3+vpqiQNcURA1hdWSaOdQ0ha05bF11YCkAPC4Ngwo8cHVRmHbqGgYVetHgjmBPYwiRqJFQmzb/zKqiIGYYiMaENZvPLNJ11mUGJFEU3w/pWnxw+4FUsCMiIiKiOBawKOu1FrCS645p6uX2QQDIS2MGVmu3ROdbfazh7cPPRMxd0OHr1gysPipgmVv3nLqaUDDoL62nECZuIUymA8u8T2Mwippmc6ZT7zuK8jwOFHodqPNHsHZHPYIRA6oClKUwzFs2czh7nT+M/+xqxJMfbQYA/Pw7wzG6vPtCTWfaF7D6awaWWTTStPhpnA41/mtdVaGrCpy62mUxCIjPPhpc6MWYluJUdXNicefbmmYEIjF4nRqGFHW9TVNXFZT44kPA/aH49tPGUASluWahMGx1tHVWwFIA5Lh1VBa44dR7LiDleRzIcemIxuIFLEVRoCkK1Dbb4CJRAw3BCPYFIghFDJT0MMQ92YMh9hcKgAKPIyMdokRERESUefwpkLJeqh1YjcHebR8E2s7AivZwz46665ZQw40o+OZ1AC3bBzthzcDqoy2E5vB0b4Yuhs2ur+ZQ+w6snt+mzMJivICV/hZCIN6FVeevx4rNtQDiA8GTHZDeF8wTC7fW+vHul3sQNQS+c1AxfnBERa++X45Lh6rA6vbpjw4sR0v3TFGOM+0OmoPKcgHEO6WcmoJITEAA2NCyffCQAb4uZyS5dBXl+W6riOfzOODzOBCNuVCU67RyMYSAqqCl46flwSLeLZbr1jGwwJPSc0JTFWhq168vh66iODeeT1MoanV61rTM42qfWTIHQ+xPnLqa9uuaiIiIiLIXC1iU9Xa0zMBKpoAVCEcRjvS+AGRtIQxGOr2g7E6wmyHuBZv+BjUaQLBgJPzlR3f6+L4+hdDswMrJUHeD2VXh78UMrNyWLYRNodYthOl2FA0p8mLN9nqsailgyZh/lQ6zgPXxphoA8YHy10we1etCkKooyHM7sK+lSNKXBSwFgNupoSLfhRyXnNlFZldUKGqgwOuAIeKdkT0NcPc4NQwscHfaxaNrKkpz3SjJdVmnM1bkezC40GMVvUVLASvf4+izTkVFUeBzO3DkkAIAQDBiIGIYcGlaQvHdfK0cCB1YqhJ/jibT7UZERERE+ycWsCjrmR1YlUkUsNLZPgi0FrCihkBzOJZUccUUaCmcdeiWEMLaPtjZ8HaTU4/fHunjGVgZ68BymVsI4+sw5w8l14EVv8/uhpC1rSqdLYQArO1nZoGnIomT6Npr2+GUrqKc1sKPQ1Nw0xmHJJVNd/I8yRWwzBlVQLy4Yv5aID5zSnTzZ1SVeIdTRZ7bmuMmg9uhoSjHidrmMGr9EYypyEOh14EvrflXiQUsq2sqv+ctfwPy3VYBa2ixF0W5mdk66nZo1lZWl6ahONeJff6INQw+cAB1YLmdmu1PyiQiIiKivsUCFmW9nfXJbyFsDPV++yAQ38LicWgIRGJoCERSLGB13i3hqf4cnpovuhzebnL09QysFApGfcHsiGlu34GVREdYbssWwi01zS3fS0u7K2VIsTfh1wPyUxvg7nKoyHPrqG2OpFU0NZkdWAAwfdJBGFGam/b3tLbQufVOt8K5dBU+tx6fWaXG51RpKlr+Gx9+3hiMoCEY72yMGSLh9WXOmSrJ7Zuh2wPy3KhtDmNXfRBjKvJQ3RzG3sYQdFXBcQcVIxwzEImJ+OwkrxMD8t1dbitsq8znBlAPABhc6O3+zn1sQL4Hdf4Ilm+uweljB6A8z4W6QATBcKx1W/J+3oGlqQpKc10J88KIiIiI6MDDAhZlNcMQqLK2EHbfIROMxBAKp1/8yfPoCERiqA9Ekp67Zf7+QMcthEVfPgsAqB/2fcTchV0+3txCGIlKaulpJ5DhDizz9w1HDURjhjULK8edfAfWjpZuPBkDyc2TCE0VKWwh1NT4rKdCrxOqqqC6MZx2EWtEaS4mjSpFZYEbpx1antJj24xvSmDm1lleDk1BRYG729MNdS3+fC71Ac2hCBqDUTQEo4jGBHRNQUWeGz6PnC2DnanId2N9VQOq6uPvAZ9uqQMAjB2Yh+GluYhEDdQFwlCAlIpo5W2G9bcvZPa3ygI3NlQ14PZ/bMDt/9gARQHKfW6U+lyoD8S3y+7vHVi5bt2aP0hEREREBy4WsCirVTeHEI7FT4jr6qh7U1Mwilh3e52SlO9xYHdDKOWTCDsbuKyGG5G/6e8Auh7ebrKGuMeMlOdvJcMuM7DMtbR2YPV8cW52wpk1omIJW75yXTqKc5zWUPhUCli5bt3qmCrzuWEYArVNkbSef5qqYObpB/fqsT6PDkVR0BCIJGz3M4sCRe22W2qqgjKfq9viVXs5LgdyXA6U+QSaQ9EeTxOUobzl72RXSxfmqm/j88qOGlYEID4UPd5NlZoBbd5LBhWm1nkn21XfG4lQ1MD2ugB27AsgHDWwqyGIXQ1B6z6FXrnFHXOLqKztr72lKQocDgWlPm4dJCIiIiIWsCjL7WzpvirPc/d4GlhjKNrtrJ5kmSfepVrA6uwUwoJNr0OL+hHMPwj+Acd0+3hnm/lBkZiwZmLJkukZWJqqwO1QEYwY8IejaG5ZT24SHVjtCy2yZuUMKfJaBaxkh7i7dBXlvsSCkLn9sKYp3O9FAb3l5D+XrkEB0BCItBb6WnIqbXOym6rECyK9nfukqkqfdl21Zc4lM4s5n3wb78A6eljXnYzJaFsMH1yU2Q6siUML8cxl/wUg3nFa0xzGjn0B7KgLYOe+APzhKP77sAGICSAak/PkyvXoyHFqqG4MW/O2+ouC+HtBjltDvscJn0vn1kEiIiIiAsACFmW5qn3Jzb8KRWJWB1S62p5EmIpAJ1sIzeHtdd0Mbze1LdCFY0ZCQUuGTM/AAuJdWMFIGP5wrHULYRIdYb52RS4ZWwiBeAHr39v2Id/j6PTUuvZUBSjJdXbaeVSe54YQQG1z10UsTVXg1FU4NAXNoVja2w4VAAVt1l5Z4IGiAPX+eBHrlDHlaAhG8f3DKqz757r1HrsZ7cIsKlbVB1EfiOA/u+MD3CcOLUrr+5a3KVZmegZWW2rL1tRSnwtHDi5I+FpjIIKq+iBCaZ5S6nFq1qB7h6Zid0MQYQnbljVVgdelIRI1rMH/QgAG4v+vKvH3uDyPjnyvAx4HfzwhIiIiokT8CZGymjnzqKftXU2hKAxJnQTmtquG3m4hbOlw8uxdA0/NOhiqE3Wjuh7ebtLV+OlvAkAkagCSD0bLdAcWAOQ4NdQ2A/v8EURaukmS68BqV8CSdGrc0Jb5R8luH8x16yjsonimKAoG5MeLWHX+xCKW3nJxX+Bt7Tip84dR3RhCKGL0+uABh66guG13lapgYL4HChTs84dRnOvC5d8dYX3d7dQwMN+TNR0vFS2dbbvqg/hsax2EAIYVe1HqS+/v3/z79jo1lORmx/Y1n8cBh65iZ30A/mCsV88Zl65iYEHrKY0FXiccmoKd+4IIRnpfGFOV+CmaZidiNGYgYhiIRgUiMcMqyOe5HdB76KQlIiIiogMXC1iU1cwthJU9dGA1haLStm6ZHVgpbyFsOwNLCAxYuSD+fYafiZi7544RRYl354SiBkJ9cBKhOQMrkwUss1NoT2P871VVOg6974zHoUFTFatjSVYH1ndGlmDDrkZMGlXa430dmoKyvO4HhStKfDC6QPz5oyrxLan5Xh05rsRtd4VeJ3JdOqobQ9jnj6S8lSteNHBaxQjrdlXBwAI3VCWxG8ypx293SO7s60sDrBlYQXzasn0w3e4rABhVlovpJ47AQSW5fXJ6Yl9xOzQMKfSiqiGIBn8kpfc8XY0XWNt3Gua4HBhSpGJHLwtjigLkex0JXX26psYLVZzLTkREREQpYAGLstrOJLYQhqOtx83LkG/NwIqm9LjWLYQq8r79P+RWfQxDc2H3Ub9J+ns4tXgBK5LmNqHO+ENmB1YmtxDGiy17GkIA4tsH1SQKCIqiwOfWsc8fLyrKKmB5nTqunTyqx/upClCc60xq25OiKKjId8PjUJHr1jsUmNpyaCoqCjzIdevY2xRCIBRLuijhdKjWIPnO1mAWf2qbw1AVBeV5HYsXdmf+GRpDUbz/1R4A6c+/AuL5zPrvMWl/n0zQNRWDCjzYq6uoSXKGlXlqZlcn/bkcGgYXelFVH0RjIPnCmIJ4d2RFvierCoFEREREZE/ZdbVC1M7O+p4LWE2haNqzhNrqzRZCIYRVRMtRo6hYcTsAoPrwKxDxDUn6+zh0FQjFZ2DJZp1CmMkZWC6zAyuU8lp8rtYClqwh7snyujQU5yS/bU1VlZSGpPvcDuQ4ddQ0h1DbHO5xJpGmKCjJdXW7HcssYilKvEumoItil53lunT43Doag1Gs29EAADhKQgEr2ymKgjKfGy5dw+6GICJRo8uikzm0v6SHbZeOlsLYblVBnT+S1HuqxxXfkqplyZZUIiIiIrI3FrAoq7V2YHU9o0jm9kGgzRbCFIa4R2LCWsPwjU/C2bQNEe8A7Bn3y5R+b2dLQaJPOrBsMgMLAPa2bCHMTaWA5XYACEDt52KMQ1NQ5nP1+dyo+ABvN3xuB3Y3BNEU7Pp57XVrKEjiJMB4EcsDIeN4zgypyHejMdgEIF6IOag0N8Mrso98jwM5Tg2NwSjqgxEEWg4GMP+2FQA+T/JD+1VVQUWBB15XvJjaXUegy6GissCTVVtSiYiIiMje+JMlZa1gJIbqpjCArmdgRaIG/CF52weB3s3AMrcPlqMWA9c+BADYdcwsCEdqJ5yZJw/2xQwsv9mBldEthPHfe7fVgZV8Mc0c5F7odfZbx0e8c8nRYX5VX3I7NAwp8qIi3w1XJ8UBXVVQnONMactWNm/vMgeDA/H5V9n8Z+kLuqaiMMeJYcU5GFriRYnPCZeuQlXihc6KXgztz/c4MKwoBwMLPPA4NbR/uFNXUFngTmp+HRERERFRstiBRVmrqj7epeN1alZRqT3Z2wcBIM8Tf9mEowaCkVhSF2lmAWuW80VoUT+ayyZi30E/Svn37qsOLKPNFkdvCkUj2czur7rmeGEytQ6s+H2L+/HUOKemSjvxMBWKEt+CmOPSsacxhMZg6/Pc59FbutEODAPyWvPn9sHueZ06vE4dJbkGGoNReJ0aHL089U9VFRTmOJHncWCfP4ya5jAiUQNqS1dffxZ1iYiIiOjAwAIWZa22A9y76rqQvX0QiJ9459AURGICDYFIUgWsYDiG8crX+JH6LwBA1XFz4+07KTK348iegRUIt54ulskOLLPjylpLCgWs3JYL5lRmUaVDQbyY2dsCgAwuh4bBRV7U+cPY2xiCMICSDBTUMqltB5aMAe4HArMrSwZNVVCc60K+x4E6f/xAgK7+QYGIiIiIKB0sYFHW2tHDCYSRmIHmUGonBSZDablAq24Koz4QQVkS82OC4QjmOJ4GANSOmopA6bhe/d5OLV70CkvuwGpumX+lq4q1TTET2p+Cl0oH1tCi+HbM4SU5UtfUFV1Tujzlr78Vep3IdepoCkcPuG1bFS0nETp1FYdV5md4NQcuXVNR6ktulhYRERERUW+wgEVZy+zAquxigHtzH2wfNOW5WwpYSQ5yH7D17zhS3QQ/3Nh99I29/n3Nbp+I5A4sc05YJge4A61D3K1fp1DAmjymDCNKczCkKLW5Yr3lczvgslGxyKGrKNTtUVDrTwcP8AEAjh1RDJdun78PIiIiIiKSiwUsylpV++IzsAbmd96B1dzNCVnpymvZItOQxCB3NdyECV8tBAC84DkXR3vLe/37mkO7ZXdg1fnjM6fyMrz1J50OLFVRMKKfTqDTVQUFXr592sGEIYX469XH91vnHRERERERZQZPIaSstbM+3oFV0ckWQiFEn2wfNKVyEmHpmj8hJ1yNb41y/F/u2Wn9vn01A2trrR8AMLiwf7qXutK+AyyVDqz+lOPWOKTaRsYPKUSBTbZzEhERERFR37Dn1SFRElpnYHXcQhiIxKRuH9T9uzF4ya/g3bsGAPCYIRBzCWifKdBXdz+MXY3FO8Vuj14AhzO9GTHmKYThmNzWsi0tBaz+2n7XlfYFq1Q6sPqLpioo9LBYQkRERERE1J/sd3VIlAQhRJsZWB07sALhGGJCTpHH0bgdw9+aBlfDFus2JxA/hk4AiPX8Pb7MOwHv7JmAk9OcmWQWsCKStxBurYkXsIYW260Dy34zjdxOFbluvnUSERERERH1J16FUVaq80cQjMSLOAPyO3Y1NYdjkFG/ctZvxvBF0+Bs3omwbzC2nPwQYq5CfPCfvXhmxRaMq8zHNSeP6uG7KPjzugiwZwc86RawWrYQhiQWsIQQ2FbHDqxkqApQ6HFCUbrvuiMiIiIiIiK57HV1SJQks/uq1OfqcPJYzBAIhNOff+Wq+w+GLzoPjsBeBPMPwubvP4doTgUAQCn0YLvwIyfiQ8Q3uMfv5Y9+AwDwpHnKnzkDS+YphNVNYfjDMWiqgoGddLP1J4emQlcVRFu2f9ptBpZTVzM+6J6IiIiIiOhAxCHulJW217XMv+qk+8ofjiLd+o67ei1GvPkzOAJ7ESgag81nvmQVr4A2pxAGex7iDsRncgGAW9IWQplD3M0B7gPz3XBomX9LaFu0slMHlqIABV4HNJXdV0RERERERP0t81erRL2woaoBADCyzNfha8FIDEYaA9y9uz/BiH+cCz1UB3/pOGz+/ouIeksT7mOeQtiQxCmE5poAeQUsmTOwttQ0AwCGFOdI+57pMOdgOXXVFgU1k0NTUMDh7URERERERBlhn6tDohSs3VEPADi8Mq/D15rDMfS2fJWz8yMMe+sCaJFGNA84Bpv/+znE3AUd7mcWsJrDsaS28wXC8QKW14YzsMwOrKEZnn9lynHGu65ynTbqvkL879zcwklERERERET9i1djlJWsAtaggoTbIzEDwXASxwJ2wlX7JYb98xJoUT8aKydh8xnPwHB27PAC4tvczJ1kyXRhWVsI05yBZXVg9cEWwkwPcDd5W04ezLHRSX+6pqDQy+4rIiIiIiKiTGEBi7LO7oYg9jaGoCrAoRWJHVjBcAxGL2o7SiyMwR/8GmoshMbK72LLaf8PQu96oLmqKMhzJz8Hq3ULYXovObMDSNYMLMNGJxCazC2EuWkW+2TyuR1wpdk9R0RERERERL3HAhZlnc+3x7uvRpX5Opzq1xyOIiZS30BYuvoBeGq+QNRVgO0n3g+huXp8jDnIvT7Q84mH5hZCT9ozsOJtX7JmYO1tDCEYMaCrCio6GYifCd6WrYN2OYHQoSkozOHJg0RERERERJnEAhZlndbtg/kdvuaPpL590LN3DcpW/wkAsPM7dyDqLUvqcflWASuZDqx4wSndApbsDqwtNfHuq0GFHug2GZieY3Zg2aCApakKSnJdVlGNiIiIiIiIMsMeV6xEKVi7fR8A4PDKxAJWKBJDOJJaYUeJBjHog+uhiBj2Df8B6keclfRj81IoYJkzsNp3jKXK1VJkCkvqwLLb/CsAKM51Jfw3UxQFKPA4UOLL7DqIiIiIiIgIYFsBZRUhBNbuaADQsQMrEIkhZqS2fbD80/vg3vc1Ip5S7PzO7Sk91uzA6mkGlhCizQwse3Vgba1tBmCvAtYZYwfA69Rw/EElGV1HrltHuU22VRIRERERER3oWMCirLKrIYjqphA0VekwwD0QjiGV+pV39ycoWfsoAGDHCQsQcxeltJb8llPyejqFMBQ1YC4r/RlYLacQRlOf89UZO3Zg5bh0/PdhFRldg9uhoiLPDc08apKIiIiIiIgyilsIKaustQa453boZmoK9zxM3aRE/PGtgxCoG/VTNA49LeW1JDsDy9w+qABw6fY5hTBmCGyrDQAAhhbnpP399hcOTUFFgZunDhIREREREdkIC1iUVawB7u3mXwUjMURT6EoasOpOuBq+RcQ7ADuPndOrtSQ7A8s8gdDt0KAo6XX0yJyBtbshiHDMgFNTUZ7HrXJAfGh7mc+FXBdPHSQiIiIiIrITFrAoq3R1AqE/HIUhkitg5ez8CCXr/wwA2D7pXhiujqcZJsMsYPW0hdCcf5Xu9kEgsQNLJPnn7Yq5fXBQoYdb5QCoClDodaAow8PjiYiIiIiIqCMWsChrCCGwrosOrEDYSGr+lRpuxKAPZwIAag45H02DJvV6Pfnu1LYQpnsCIdA6AwsAoikOrG/PjvOvMkVBy9B2dqIRERERERHZEgtYlDWq6oOobgpDUxWMaTPAXQiB5lAS86+EwKB/zYSzaTvCvsHYdcwtaa3HnIHVGIx2e/phwDqBMP2Xm7PNDK10txFaBaxiFrCcuoqKfDdUdqIRERERERHZEgtYlDXM7YOjy30JA9wDkVi3BSRT8br/h/zNi2CoDmw96QEYzty01uNrOYVQAGjqpoAWjMQLTe2HzveGriowSyzpFrC21DQDAIYe4B1YqgIU5zrh1Dm0nYiIiIiIyK5YwKKsYZ5AeHhlXsLt/lAMsR7mQXl3rULFyvkAgF3/NRuBsglpr0fXVOS64kWs7rYRBsPyZmApiiLlJMKYIbC9Ln4C4ZCiA/sEQrdTQ6HXmellEBERERERUTdYwKKs0TrAvSDhdn8khu7qV1qgGkOWXA1FRLFvxBTUHHqxtDXlJzHI3S9xBhbQOgcrnQJWVX0AUUPApasoyztwh5ZrqoKSXBe3DhIREREREdkcC1iUFYQQrQWsNgPcY4ZAINzN/CsjiiFLfgWHfzeCBSOx47t3AYq8YoV5EmG3HVjWDCy5BaxIGlsIzflXgwu9UCXmkW1yXJpVhCQiIiIiIiL7YgGLssLO+iBqm8PQVQWHDPBZt/vDUXTXiFT+6X3IrfoYMd2LrSc/AsMhd7tcvie+hbAh2HUBKyBxCyEAOPR4wSmdDqxsHuCuawpy3RrSLbvpqoJS34HbfUZERERERJRNWMCirLB2+z4AHTf35TgAAC8ySURBVAe4ByMxGF0McPdtWYyyNQ8CAHZ8926ECkdJX1e+O/kOLFkFLHPYeDpD3LfUxAtY2TjAPd/tQGWBB+40tmQqiG//9Dp1eQsjIiIiIiKiPsMCFmWFzrYPCiHQFIqhs/KVo2ELBn/wawBA9aGXoP6gKX2yrmS2EAakbyGU2IGVZQUsXVNQmOOAU9cwsMANp967PiyHrqA4l4PbiYiIiIiIsgULWJQV1u5oAAAcPqi1gNUUjFrb89pSokEMffcqaOEG+MsmYNd/3dpn68pLYoh7oI+GuPd2BlY0ZmDnPvMEwuwqYPncOjwtXVNep47yPDf0FAewKwpQmOOES1JBkYiIiIiIiPoeC1hke0IIawth2w6sWn8YsfbbB4WBwR/MgKdmHaLuImw5+SEIre86bfJTGOLucch5uTl08xTCbo5e7MbO+iCihoDHoWXVDChdVVDoTRy4XuB1osTnRCo1LJeuosjL7isiIiIiIqJswgIW2d6OfQHU+SNwaAoOqYgPcG8MRuAPdey+Kv/kHuRvXgRDdWDLyY8gmlPRp2tLZgZWIBLvlJJ9CmE42vHPn4y22weVLDqBMMetI8fV8cTAklwXCrzOpA6XVBWgONcJXeNbHxERERERUTbhVRzZ3trt8flXo8t9cLUMMK/zhxFt131V+NVLbYa23wV/xX/1+dqsLYTBaJf3CYTjX5M3xD29DqwtNc0Asmv7YGfdVyZFUTAg341cd88D2T0uDYXsviIiIiIiIso6PIKLbM8c4H5Ey/yrplAEzcHE7qOcnR+j8l83AQB2j78O+0b9tF/Wlt9mBpYQotOOpmBLB5a0AlaaM7CycYC716XB5+68gAUAmqqgIs+NSMyPYDiei6IAKhQoSvz/HbqK0lxXVnWdERERERERURwLWGR7ZgHrsJb5V3XNkYTuK9e+jRj6zhVQRBT7RkzBngnX99vazAJW1BDwh2PIcXV8SQUln0LYOgMrzQJWcXYUsDRVSWpmlcuhYWC+GzXNYThUFU5dhVNT4dBVODQVWorD3omIiIiIiMg+WMAiWxNCWAWswyvz4Q9H0dRmu54WrMXQf14CLdyA5rKJ2D7pXiQ1DEkSp67C49AQiMRQH4h0WsDySz6F0GXNwEq9gBVpcwLh0CzpwPI4taS2BwJAjsvR6ZwsIiIiIiIiym6cgUW2tr0ugH0tA9wPHuBDbXPr7CslGsTQxb+Aq3Erwr7B2HLq4xC6u9/XmOeJF1caOhnkHjOEVWiyQwfWjroADAHkODUU5dh/FpSmKijKcXLbHxERERER0QEuKwtYwWAQl112GQoKClBRUYH77rsv00uiPmJ2Xx08wAdDiNbuKyOKQf+6ETm7P0HMmYdvT3sSMU9xRtaYZ55EGOxYwAq1OSnQDjOwtmTZCYQuh4q8JLuviIiIiIiIaP+VlVeGM2fOxCeffIIlS5Zgy5YtuPjiizF06FD89Kf9M7ib+k/r9sEC1DVFEIlEULDxryhb/QBcDd9CKDq2nPwQQoWjM7ZGcw5WfScdWIFwvIClqQocmpyCUTodWNk0wF1VwO4rIiIiIiIiApCFBazm5mY8/vjjeOuttzBhwgRMmDABX3zxBf70pz+xgLUfWrs9XsAaU+YB1jyH0Z/9Aa6GLQCAqKsQO4//PZorv5vJJSKvuwKWNcBdlVaIcbYUwnpXwGoGAAwpzpGylr7kcmjI7+bkQSIiIiIiIjpwZF0Ba82aNYhEIjj++OOt20444QTccccdMAwDqpqVuyKpE0IIrN9ei59qH2Dq8pvgadoKAIi6i7D38CtQe+jFMByZL8SYHVidzcAKRuJFJo9D3kvNqce3IvZmiPvWmngHlt0HuKsKUOR1QOXJgURERERERIQsLGBVVVWhpKQETmfrAOry8nIEg0HU1NSgtLS0w2NCoRBCoVDCbS6XCy6Xq8/X25dq9+yA8b/H93zHLPa+CCHPEQCagKi7GHuPmI7aMRfaonBlMgtYi9buwvtf7U34WjQWHzjvccgrrJodWCs31+LCJ1ak9Nh9/niRzc5bCDVVQa5bR77X/kPmiYiIiIiIqH9kXQHL7/d3KDyZv25fpDItWLAAv/vd7xJumzNnDubOndsna+wvhmGgBPsyvYy+pQD1agGCR/8Sew+5EMJhv8LL6LJcAPEtfWF/511RB5XmSvv9hhbnQFWAqCGsglRKjy/yosBrz615Ll1FSa4ThZx9RURERERERG0oQgiR6UWk4uWXX8Y111yDXbt2Wbdt2LABhx56KGpqalBUVNThMftrB1YkHML2r1dnehl9S1FRMfxQ7PYDjYEo7PpkrWkKodE8IbEdRQEGF3mhSizI1DaHO92ymIyBBR44dXtttVUVINetY0CeGy5JpzUSERERERHR/iPrOrAqKytRXV2NaDQKXY8vf9euXfB4PCgoKOj0MftDsaozDqcLw8f+V6aX0S8GOg1sFwE0B+1ZxCrOdaE4t/+eY0U5ThTl7B9b7Jy6guIcF4pz2XVFREREREREnbNXG0YSjjzySDgcDixfvty6benSpTj66KM5wH0/5tBUVBa44XGxO6c/KEq8K0pTFTg0BU5NhduhwqEp0FQFMmar66oCn0fHkGIvSnwuFq+IiIiIiIioS1nXgeX1enHxxRfjyiuvxJNPPokdO3bg3nvvxZNPPpnppVEfc+oaBhV4sK0ugEA4lunl9Iu+KukoCqAoChSYxSoFuq7AoalwqPH/6poKXY0XDx2aCkVREIkZCEVjCEcMhKIGglEDoUgMQgCGEDB6aI9TFUDXFOS5Hcjz6Mhx2XMWFxEREREREdlL1s3AAuKD3K+66iq8+uqryM/Px8yZMzFjxoxML4v6SSASxbbaAEKRzgem7w9UBXA5NOR59D4pYumqCl2NF610NV6g6q2YIRCKxhCMxBCKGGgOxxCNGTCMeFFLIN7J5dRVFHgcyPc44LDZDC4iIiIiIiKyt6wsYBE1hyLYURdEKLp/FbE0RYHLqaLI60S+xwFVxl69DAhH48WsYDSGSFTA59aR69a5TZCIiIiIiIh6hQUsylqNgQh21gcQjmb/U9gqXOU4ke/O3sIVERERERERUV9gAYuyWm1TCLvqQ4hl6dNYVQCPS7M6rtihRERERERERNRR1g1xJ2qrMMeJpnAMDf4Isq2EpasKin1OlObyBD4iIiIiIiKi7rCARVlNURSU+1wIhmNZNQ/Lpasoz3cj38NT+IiIiIiIiIh6wqPAKOu5HBpK81zQsmBulAIgx61hSLGXxSsiIiIiIiKiJLGARfuFQnOGVKYX0g1NUVCQ48CQQi/cDi3TyyEiIiIiIiLKGtxCSPuNMp8L/kgUwXDfbSXsbYFM0xSU5DpRwnlXRERERERERCnjKYS0X2kIRLCjLoCoIf9p7dAUFOY4oCmpNy66HCp8bm4ZJCIiIiIiIuoNdmDRfiXP40BzKIqa5jBklmZdDhUVeW74OLeKiIiIiIiIqN9xBhbtd0p9LniccmZMWUPXi7wsXhERERERERFlCAtYtN/RNRXleS44tPRmTakKkOd1YDCHrhMRERERERFlFGdg0X6rzh9GTVMYoUgMqY7E0lQFRTkOlPncUFUOXSciIiIiIiLKJBawaL8WMwTqA2HUNkeSKmQpAHRNQVmeC0U5rn5ZIxERERERERF1jwUsOiAYhkB9IIJafxjBcLyQpQBQFQWKGu+4cjs0uB0qcpwaclycd0VERERERERkFyxg0QHFMATqgxH4QzE4dQVuXYNTV+HUVSgKtwoSERERERER2RELWEREREREREREZGs8hZCIiIiIiIiIiGyNBSwiIiIiIiIiIrI1FrCIiIiIiIiIiMjWWMAiIiIiIiIiIiJbYwGLiIiIiIiIiIhsjQUsIiIiIiIiIiKyNRawiIiIiIiIiIjI1ljAIiIiIiIiIiIiW2MBi4iIiIiIiIiIbI0FLCIiIiIiIiIisjUWsIiIiIiIiIiIyNZYwCIiIiIiIiIiIltjAYuIiIiIiIiIiGyNBSwiIiIiIiIiIrI1FrCIiIiIiIiIiMjWWMAiIiIiIiIiIiJbYwGLiIiIiIiIiIhsjQUsIiIiIiIiIiKyNRawiIiIiIiIiIjI1ljAIiIiIiIiIiIiW2MBi4iIiIiIiIiIbI0FLCIiIiIiIiIisjUWsIiIiIiIiIiIyNZYwCIiIiIiIiIiIltjAYuIiIiIiIiIiGyNBSwiIiIiIiIiIrI1FrCIiIiIiIiIiMjWWMAiIiIiIiIiIiJbYwGLiIiIiIiIiIhsjQUsIiIiIiIiIiKyNT3TC8gEIQQaGxszvQwiIiIiIiIiogOKz+eDoigpP+6ALGA1NjYiPz8/08sgIiIiIiIiIjqg1NfXIy8vL+XHKUII0QfrsbX9qQOroaEBgwcPxrZt23r1BKBEzFMu5ikX85SLecrFPOVinnIxT7mYpzzMUj5mKg+zlIt5tmIHVgoURdnvnjB5eXn73Z8pk5inXMxTLuYpF/OUi3nKxTzlYp5yMU95mKV8zFQeZikX8+w9DnEnIiIiIiIiIiJbYwGLiIiIiIiIiIhsjQWsLOdyuTBnzhy4XK5ML2W/wDzlYp5yMU+5mKdczFMu5ikX85SLecrDLOVjpvIwS7mYZ/oOyCHuRERERERERESUPdiBRUREREREREREtsYCFhERERERERER2RoLWEREREREREREZGssYBERERERERERka2xgEVERERERERERLbGAhYREREREREREdkaC1hERERERERERGRrLGAREREREREREZGtsYBFRERERERERES2xgLWAcIwjEwvYb+xZcuWTC9hv8I85dqzZ0+ml7BfYZ5yMU+5mKdczFMefrbLxTzlYp5yMU+5mGf3WMDaz7377rtoaGiAqqosYkmwfPlyTJ8+HatWrcr0UvYLzFOuf/7zn7j11lvx9ddfZ3op+wXmKRfzlIt5ysU85eFnu1zMUy7mKRfzlIt59owFrP3Ytm3bMG/ePNx7771obm5mEUuCxsZGvPvuu7jzzjuxdOnSTC8n6zFPufbs2YOnn34a//u//4v169dnejlZj3nKxTzlYp5yMU95+NkuF/OUi3nKxTzlYp49YwFrP1ZcXIxdu3bhhRdewB133IHGxkYWsXpJCAEAGD58OFwuF6qrq7Fw4UK+sfQS85TLfE0PHz4c0WgUH374IR555BFs2LAhwyvLTsxTLuYpF/OUi3nKw892uZinXMxTLuYpF/NMHgtY+zG32w3DMFBeXo6VK1diwYIFaGpqYhErDStXrsTQoUMxa9YsxGIxvrGkiXnKoSgKAGD16tU45phjMHPmTCxfvhwPP/wwL8J6gXnKxTzlYp5yMU/5+NkuF/OUi3nKxTzlYp490zO9AOo7GzZsgKZpeOyxx/Dmm29i0aJFmD9/Pm6++Wbk5ubCMAyoKmuYyTB/wC0rK0NpaSnOOOMMAMDDDz+MhQsXAgBOOOGETC0v6zBPucw8S0pKUFFRgXPPPReRSAR/+tOfAABXXnklxowZk8klZhXmKRfzlIt5ysU85eFnu1zMUy7mKRfzlIt5Jk8RZr8a7RcikQgcDof16yuuuALz5s1DSUkJ7r77brzzzjs49thjWcRKwnPPPYeamhrEYjFMnToV5eXl0HUdO3bsQGVlJQBg8eLFePDBB6HrOmbMmME3lm4wT7lef/11BAIBGIaBqVOnQtd1xGIx7NixA0OHDgUQz/wPf/gDjj32WF6E9YB5ysU85WKecjFPefjZLhfzlIt5ysU85WKevSRov7BgwQLxs5/9TEycOFE8/vjjYvXq1R3uE4lExB133CFOOukkMWvWLNHY2CiEECIWi/X3cm3v5ptvFsXFxeLss88WlZWVYvLkyWL+/PkiEAgIIYQIhULWfd9++23xwx/+UJxzzjnivffey9CK7Y15ynXjjTeKkpISMWnSJFFQUCBOO+008cILL4hwOCyESMzz2WefFcccc4z49a9/LdauXZupJdsa85SLecrFPOVinvLws10u5ikX85SLecrFPHuPBaz9wF133SVKS0vFPffcI66//noxYcIE8ZOf/ES8/PLL1n3MF4FZxDr11FPFtddeaxWxqNXOnTvF4YcfLt566y0hRLzAd+utt4qTTz5ZTJ8+3XpjiUQi1mPeeecd8b3vfU9cdNFFwu/3Z2TddsU85dq4caM4+OCDxYcffihisZhobm4WF1xwgTjllFPEggULEl7rpueff16MHj1a3HTTTQkfiMQ8ZWOecjFPuZinPPxsl4t5ysU85WKecjHP9LCAtR+46KKLxN133239etmyZWL69Oni+OOPF88884x1u/kiiEQi4pZbbhFTpkwRe/bs6ff12t3mzZvFwIEDE7rY/H6/ePjhh8VJJ50kfvWrX4lgMCiEECIajVr3ee+998S2bdv6fb12xzzlWr16tSgtLRWbNm2ybmtoaBC//e1vxcknnyzuu+8+67XeNs+XX35ZfPPNN/2+XrtjnnIxT7mYp1zMUx5+tsvFPOVinnIxT7mYZ3pYwMpy0WhUHH/88eKqq65KuH39+vXiuuuuEyeeeKJ4/fXXrdvN7YLRaFRUV1f361qzyfe+9z1x+eWXC8MwrNtCoZB48MEHxamnnioeeOAB62tt70OdY57yRKNRcdxxx4n58+cn3N7c3CxuuOEGcdppp4k333xTCBHPknl2j3nKxTzlYp5yMU+5+NkuF/OUi3nKxTzlYp69x+ndWU7TNFx11VVYunQp3n//fev2MWPG4PLLL8fIkSPx4osvYsuWLQAAVVVhGAY0TUNxcXGGVm1fhmEAAC688EJs3rwZTz75pPU1p9OJiy++GIceeij+/ve/IxaLAWg9NYI6Yp7yCSEwefJk/Otf/8K7775r3e71ejF79my43W48/PDDAOJZMs/uMU+5mKdczFMu5ikHP9vlYp5yMU+5mKdczFOCjJbPSIoNGzaIqVOnissuu0ysWbMm4WtLly4VI0aMsP5FkZJTV1cnLr/8cnHGGWeIF154IeFr+/btE16vl5mmgHnKtXv3bnHKKaeIKVOmiGXLliV8bfv27cLn84mPP/44Q6uzt87+FYt5ysU85WKecjFPefjZLhfzlIt5ysU85WKevccOrP3AIYccgosvvhhfffUVHn30Uaxevdr62ne+8x2riksdCSEAtFbDzf8vKCjAXXfdhby8PDz11FPWv8gC8S62ww8/HPn5+f2+3mxh5gowz95qm2FbhmGgrKwMTz31FKqqqnDHHXfgrbfeSnjciBEj4PP5+mupWaX9v2Ixz/S1f70zz96prq4GwDxlY57pEfFxI9b/m/jZ3jvMs38wz97jtVHf4OtdHkV0dZVEtiSESLgAMz8IVVXFSy+9hIceeghDhw7FRRddhMmTJ0MIgR//+Mc48sgjMWfOnAyu3H6CwSAikUiHH1Sj0Sh0XUcsFsPy5cvx7LPP4ssvv0RxcTHOOussrFixAq+88gpWrVqFIUOGZGj19mO+lZjPT8MwoKoq8+yl6upqlJSUWDmazDwB4KuvvsL111+PaDSKsWPH4tRTT8XixYvx8ssvY/ny5Rg4cGCmlm871157LUaNGoVrrrkm4Xbm2TuRSASKoljZmZ9NzLN3Zs+ejfXr1+PVV19NuJ159k77n5Xafx4BzDNd/GzvnfbPTRPz7J1AIACPx9MhV+bZO7w2kovXRn2kH7q8SIKvv/7a+v+2W2DMkwm2bt0qXn31VfHaa6+Jiy66SIwcOVKccsop4gc/+IEoKCgQX3zxRb+v2c7uvPNOceqpp4px48aJK6+8UtTV1QkhhAiHw0IIIb799lvh8XjEc889J+rr68Xf//53MWXKFHHssceKk046Sfz73//O3OJt6H/+53/EOeecI6ZOnSr+9Kc/Wbebz0/mmZrXX39dVFRUWK/7tocvCBHP0+FwiH/84x9i7969YuHCheLEE08UY8eOFUcddZT47LPPMrZ2O7r++uuFz+dLOO1FCObZW3feeac444wzxJlnnil+//vfW7czz9654YYbhKIooqysTGzdupWv9zT94Q9/EOecc4644IILxCOPPGLdzjxT98ADD4hf/OIX4qKLLhILFizo8HV+tqfmvvvuEz/5yU/Eeeedl3B6uIl5pubNN98U8+bNE/v27RNCtF4f8WfP3uG1kVy8Nuo7LGBlgQ8//FBMmTJFvPPOO9ZthmFYP+R+++23oqCgQPzyl78UQgixbds2sXjxYnHllVeK3/3udyxetTN//nwxcOBA8eCDD4rHH39cVFZWijPPPNP6+vbt20VJSYmYPn26dZy2KRAIWMeaUtycOXNEWVmZmDt3rpg+fboYPXq0eO+996yvb926VRQXFzPPFLz44otCURQxceJEsX79eiFE6wfetm3bxIABA8T06dOtHypMNTU1oqmpqd/Xa2czZswQZWVl4tNPP024ve37Z3l5OfNM0t133y1KS0vFPffcI2bOnCmuu+46IUTiD2R8fiZvxowZoqioSLz66qvi4IMP7jB7ia/31Pzud78TAwcOFLfccou4/PLLxYgRI8SiRYusr/P5mbz58+eLAQMGiHnz5olZs2aJoqIicdJJJ1n/ELB7925+tqdgwYIFoqioSMyePVvMnDlTFBcXi9NPP926SN2zZ48oKipinimYNWuWGDBggFi4cKGora0VQrQWsXbs2MGf5VPAayO5eG3Ut1jAygKffPKJcDqd4uyzzxZvvfVWwteqq6vF8OHDxeWXX25dQFDnDMMQ1dXV4nvf+17CsLwvvvhCuN1u8eKLLwohhHj00UfFbbfdltDpZl7sUivDMERVVZU46qijrCGD27dvF+PHjxfvvPOO2LlzpxBCiMcee0zMmzcv4fnJPLtXW1srxo8fLyZPniwOPvhgsXbtWiGEEJFIRNx2223ixhtvTMiTx+t2bvHixUJRFLFy5cqE26urq63utrlz54pZs2YxzyQEg8EO/5IoRDyvbdu2CSGEmDdvnrjxxhsTXuPMs3O/+MUvRHFxsVUQ+OEPfyhuvfVWIUT8tW4YhpgzZ46YOXNmQobMsyPDMMSuXbvE8ccfL9544w0hhBC7du0Sxx57rFiyZIkIhUJCCD4/k2EYhqitrRWTJk0STzzxhHX7zp07xZAhQ8SkSZPEv/71L/HII4+IOXPmJGTJz/bO+f1+cfbZZ4vHHnvMum3v3r3iyCOPFCeddJL48MMPxSOPPCLmzp3LPJNgfl4/88wzQlEUMWnSJHHvvfdaRaxoNCoeffRRMXv2bP4s3wNeG8nFa6P+oWd6CyP1rLi4GC6XCxs3bsRjjz0GRVFw+umnAwC2b9+OuXPn4sILL+QRmz1QFAU5OTnw+/2oqamxbh80aBAOOuggbNq0CQBw/vnnw+v1Jjy27QwiilMUBU6nE5FIBI2NjQCA0tJSbNy4EVdffTV27dqF0047Dddeey0uu+yyhOcn8+yaEAKapsEwDJx11ln4/PPPMXXqVLzxxhsYOXIkLrzwQhx00EEJefK137lTTjkFp59+Ou6++268/PLLAIAf/ehH2Lp1K7799luceeaZuPzyy/Hd736XeSbB5XKhrq4On3/+OYD4LIepU6diy5YtqK+vx5QpUzBjxgwMHjw44XHMs6MtW7bgo48+wttvv41x48YBAEaPHo1Fixbh97//vTWn6YYbbkBubm7CY5lnR4qiWDnt3LkTAFBeXo6qqipcffXVyM3NxeTJk3HNNddg0KBBHR5LrRRFgdfrRUNDA/bu3QsAiMViqKiowNVXX41Zs2bhoYcewuzZs3HIIYckDCbmZ3vnPB4PAoEA1qxZAyD+OV9SUoL3338fP/jBD3D33Xdj3rx5GD9+PPNMgqZpAIAvvvgCJ554Ir7zne/glVdegaIouPTSS1FYWMif5ZNkvt55bSSHeW0UDod5bdSHmJSNRaNRAMDq1asxYsQIPP3002hubsajjz6Kf/7znwCAcePG4YILLuAPYEmIxWJQFAUOhwPffPMNQqEQhBDIy8vDiBEjsHnzZgCA0+nM8EqzQywWg8vlwsSJE61TMhYsWIBJkyZh4cKF+Mc//oGvv/4ac+fOtd7EBc+M6FIsFrP+Py8vD2eeeSYqKipw0003Ydy4cTj77LNx+umn4+GHH0YoFMrgSrNDJBIBANx6660IBAK44447cMEFF0DXddx66614/fXX8fnnn2Pu3Lmor68HwOdnd6LRKIQQmDhxIrZu3YpAIICrrroKoVAIM2fOxO23345nn30W06dPtx7DPLs2dOhQfPrpp5gwYYL12r/22mvR1NSEv/zlLwDi+bUvXlHnYrEYNE3DkCFD8Mwzz2D69Ok45JBDMGTIEPz617/GVVddhSeeeAJXXHGF9Rg+Pztn/uxZXl6Ojz76COFw2CoYDBkyBDNmzMCKFSswe/ZsACwAJsMwDBx77LHYuHEjduzYYR14kZ+fjzfffBObNm3CbbfdBiCeJ5+b3TPz0XUdRxxxBG6//XZ897vfxSuvvIInnngCtbW18Hq9zDEFTqcTGzdu5LWRBE6nE0cffbQ1CJ/XRn2g/5u+qCfttwmuXr1anH322UIIIdasWSNOPfVU8eMf/zjhfmyB71r7PHft2iWWLl2a0Kp58skni/PPPz/hfmYrMiVqn2fbmSE7d+602mOFEKKhoUEMGDCg02GlFNc2z7bPydmzZ1vzBzZv3ixGjhwpdF0Xf/3rX4UQgluGu9D++RkMBq3BpMcff7xYt26d9bXGxkZRUVEh5s+f39/LzBrt89y+fbsoKCgQM2bMEDfffLP44IMPrK/t3LlTFBYWioULF/b3MrNG2zzbv4YbGxvFz372M3HppZf297KyVmef75dccok499xzRVFRkbX9Woj48zM/P7/DFliKa5/lV199JfLz88W0adPEK6+8IpYsWSJcLpd47bXXxPbt20VFRYV4++23M7Ra+/u///s/8eyzz4rXX39dhEIhUVtbK4YMGSLOO+8862d2c/bNzp07RXFxsXj66aczuWRbM/P8+9//Lvbu3SuEEKKqqkp8+eWX1n1++9vfiuOOO07cd999HWZiUSIzz7/97W9CCCHq6urEsmXLEuYx8dooeWaef/3rX0UsFkuYschrI/lYwLKZ6upqMX78eHHLLbdYtwUCAVFTU2P9et26dVYR65///Kd1O9+kOzLzvPnmm7u936mnnprwJn3jjTeKiy66yJqbQXGd5WlehLUfiGt+CJ5//vnihhtu6L9FZpHO8jRzW7lypZg2bZoQQojLLrtMDB48WHz/+98X48aN63CaHsV19Xrft2+fOPHEE8XQoUNFVVWVEKI154svvlhce+21/b7WbNBVnm+//bYoLCwUiqJYMx7M4utPfvIT8Zvf/Kbf15oNunv/NC1btkw4HA7x2muv9ffysk5Xz89oNCpqamrE1KlTrYtb87P8Rz/6UY8/DxyIusryyy+/FEcffbQYM2aMGDBggLj++uuFEPF/uDrssMNYcOnCb3/7WzFw4EBx4oknivz8fHHuueeKbdu2ifXr14u8vLwOc2tjsZg444wzxJ133pnBVdtX+zwvuOCChNNC2xZdzCLW/fffn3DtRK3a5zlt2jTx+eefd7gfr42S0z7P888/X3zyySdCCF4b9RVuIbQZh8OBhoYGPPHEE/jNb34DAHC73SgoKAAQb0MeO3YsFi5ciMbGRjz++ON44403ALCNuzNmnk8++SRuuOEG63Zzy4Zoadt0Op1wu90AgJtvvhn3338/fvnLX7Jltp3O8jTnNTkcDgBAfX09IpGINcOlqanJylGwTTZBZ3mauQ0dOhTr16/HuHHjsGTJEixevBj33XcfKisrMX36dITDYebZTlev9/z8fLz22mtYsmQJBgwYAKA15/r6eng8HgB8frbXVZ4nnngiHn/8cRQUFODpp59GTU2NNbvBMAzrs4h5Jurq/dP8PDK3Gc2aNQv33HOPNS+HOtfV89Ocd/n111/jwQcfBNC6/UVRFLhcLgB8frbVNkvzZ08AOPjgg/Hee+/h/fffx5o1a3DfffcBAHJycjBw4MBMLdfWFi9ejBdffBF/+9vf8P777+PDDz/EZ599hj/+8Y8YM2YMFi1ahJdeegnnn38+vvnmGwghoKoqdF2H3+8HwOdmW53luXLlSrz00kvWfXRdh2EYAIA777wTkydPxiOPPILnn3/eup3iOsvz008/xXPPPQcg/tzjtVHyOstz1apVeOWVVwCA10Z9RBFMzXZGjx6N0aNHo7GxERMmTMD9998PoHXGgxACiqJgw4YNuOSSS3DwwQfjoYceQk5OToZXbk9d5WkYhnXR9cMf/hC5ubkYN24cZs+ejWXLlmHChAmZXLZtdff8NAwD99xzDz744AMMGzYMuq7jL3/5C1asWIFDDjkkwyu3p67yDIVC+MUvfoFvvvkGjz76KMaOHQsAWLduHQoLC1FZWZnJZdtWV3maVq5ciT/+8Y8YOXIk6urq8Oc//5nPz260zXP8+PFYuHAhgPjz8/3338d5552H8ePHo6ioCHl5eXjhhRewatUqjBkzJrMLt6mePt8B4N///jfuuusueL1e3HbbbRg2bFgGV2xv3b3eFy9ejLPOOgs//elPMXbsWOzZswfPPvssli5ditGjR2dw1fbU089KmzZtwjPPPINoNIpAIICnnnoKq1atwvDhwzO8cnt58skn8fDDD2PFihXWbX/84x8xf/58/Pvf/0ZFRQW+/vprnHnmmRgxYgSi0SjKy8vxxhtvYNWqVTj44IMzuHr76S7P1atXW/8oBST+XD9v3jxcdNFFfP9sJ5U8eW3Us2TyjEQivDaSjB1YNmHWEdevXw+Hw4F58+Zh2rRpWLlyJX79618DaP2XWnPA45gxY/D000/j9ttvZ/GqnWTyVFXVGlY6fPhwPP/881iwYAE++ugjvkG3k+zz0+Fw4IILLkBxcTHq6+sRCoXw8ccf8w26nWTydLlcuO666/DSSy9h7Nix1mMOO+wwFq/aSSZPU35+PjZu3Ihly5Zhx44dWLp0KZ+f7XSV56pVqxKen6effjrWrl2L4447Dj6fD3l5eVixYgWLV+0k+/5pfh6NHz8ekydPRlVVVYdTnyj51/vJJ5+M9957D1u3bsW7776Lbdu2YcmSJSxetZHsz0pA/ETs6upqrF+/Hl9//TWWLFnC4lUnKisrUV1djbVr11q3jRo1CoFAwMpy1KhRWLZsGc455xyMHj0alZWVWL58OYtXneguz/Y7T9r+XM/if+dSyXPYsGG8NupBMnm2vTbat28fr41k6LfNitSpaDSasA8+FAqJn/3sZ2LPnj2ioaFB/OEPfxDHH3+8mDFjhnUfc9YIZ1511Js8hYjPGxozZkyne8APZL3N03yOtp1LQMnned1111n34eu8a719fprPy2Aw2K/rtbve5mk+R9seQkC9y7PtvIy6urr+XK7t9fb5aWbK13urdN87A4FAv67X7trmuWnTJnHVVVeJtWvXWu+JGzZsEB6PR6xbt07EYrEOs+/43pko1Type73N87PPPhOHHXaYWLNmTUbWbVfpvt7bz8Wi1HELYQYtWLAAn3/+Ob755htMnz4d48ePx/jx4xO2EjQ0NODPf/4zXnzxRRxzzDGdbn+juHTyDAQCiEQiyMvLy+QfwVbSyTMajULXdWu7K/H1Lhufn3Klk2ckEoHD4WCebcjIk1rx9S4Ps5TLzHPTpk2YPn06TjvtNAwePNjKCohv/T/qqKPw2WefYcyYMVAUBS+88AIGDhyISZMmMc82epvniy++iMrKSpxwwgkZ/hPYS2/zfP7551FeXo6jjz4aPp8vw38K+0gnz8rKSr7eJeEVUYbcc889uP/++3HcccfhyCOPxMsvv4zf/OY3WLRokfUDRDQaRV5eHi699FKcc845+Oyzz3DFFVcAAC9m20k3T4/Hw+JVG+nmab6J8w06jq93ufj8lCvdPM1iC/OMk5UnxfH1Lg+zlKttnuPHj8fLL7+Miy++GG+99ZZV6DMMA/v27UM4HEZubi4URcGtt96KSy+9FIMGDQLAPE3p5HnJJZfwYIF2epvnLbfcgp///OcYNmwYi1dtpPP8/PnPf87Xu0wZ6fsiMW3aNDF//nzr18uWLRPXXHONOOigg8Tf/vY363az7bChoUHceeed4vTTTxe7du3q9/XaHfOUi3nKxTzlYp5yMU+5mKdczFMeZilXsnkuX75cOBwOsXv3bjFnzhzh9XrFqlWrMrFkW2OecjFPuZinfeiZLqAdiKLRKKqqqqxKLAAce+yxKC0thdPpxE033QSv14tTTz3VOnXQ5/Phl7/8Ja644goUFhZmcPX2wzzlYp5yMU+5mKdczFMu5ikX85SHWcqVSp4VFRUoLi7GtGnTsHTpUnz88ceYOHFiBldvP8xTLuYpF/O0mYyVzg5A69atExs2bBC1tbXir3/9q6ioqBAfffRRwn3+85//iKuvvlqceeaZYuPGjdbtHOTcEfOUi3nKxTzlYp5yMU+5mKdczFMeZilXqnl+9dVXYs+ePaKoqEi43W4OxG6HecrFPOVinvbEwSr95JZbbsG5556LM844AyeccALef/99XHzxxbj//vuxbt06636jR4/GOeecg9raWmzatMm6nftlEzFPuZinXMxTLuYpF/OUi3nKxTzlYZZy9SbPzZs3o7S0FE899RQ++eQTHHHEERn8E9gL85SLecrFPO2LpxD2g0cffRTz5s3Da6+9hnA4jP/85z+48cYb8YMf/ACBQAAejwc33ngjxo4daz3m5JNPxsiRI/HII49kcOX2xDzlYp5yMU+5mKdczFMu5ikX85SHWcrV2zxHjBiBxx57LIMrtyfmKRfzlIt52hs7sPrBhg0bMGXKFBxzzDE44YQTcNZZZ+GYY47BkCFDMG3aNNTU1OCWW27BypUrrceUlJRgyJAhGVy1fTFPuZinXMxTLuYpF/OUi3nKxTzlYZZy9TbPYcOGZW7RNsY85WKecjFPe+MQ9z4khICiKKiqqkI4HLZuLysrw7Bhw7Bo0SL8/ve/h8fjwSuvvILTTjsNJ510EkKhED766CPMmTMng6u3H+YpF/OUi3nKxTzlYp5yMU+5mKc8zFIu5ikX85SLecrFPLMDO7D6kDk74LzzzsM333yDnTt3IhaLAQCGDh2KYDAIwzBwxhln4N5778UTTzyBoUOH4sgjj8Ty5ctx6KGHZnL5tsM85WKecjFPuZinXMxTLuYpF/OUh1nKxTzlYp5yMU+5mGd2YAdWP5gyZQomTpyIsrIy64Wh6zp0XUc4HIbb7UZBQQGOOOII/PjHP87wau2PecrFPOVinnIxT7mYp1zMUy7mKQ+zlIt5ysU85WKecjFPe2MHVj+prKyErutQ1XjkTU1NaGxshDlD/+abb8bo0aOxd+9eGIaRyaVmBeYpF/OUi3nKxTzlYp5yMU+5mKc8zFIu5ikX85SLecrFPO2LHVj9zNxbq2kaNE2Dx+PB3Llz8cADD2DFihUoLS3N9BKzCvOUi3nKxTzlYp5yMU+5mKdczFMeZikX85SLecrFPOVinvbDAlaGFBcXw+fz4Ve/+hUef/xxfPTRR5g4cWKml5W1mKdczFMu5ikX85SLecrFPOVinvIwS7mYp1zMUy7mKRfztA9FmH1w1K9WrFiB4447Dk6nE8uWLcP48eMzvaSsxjzlYp5yMU+5mKdczFMu5ikX85SHWcrFPOVinnIxT7mYp31wBlaGHH744bjmmmuwZs0avgAkYJ5yMU+5mKdczFMu5ikX85SLecrDLOVinnIxT7mYp1zM0z7YgZVB0WgUus5dnLIwT7mYp1zMUy7mKRfzlIt5ysU85WGWcjFPuZinXMxTLuZpDyxgERERERERERGRrXELIRERERERERER2RoLWEREREREREREZGssYBERERERERERka2xgEVERERERERERLbGAhYREREREREREdkaC1hERERERERERGRrLGAREREREREREZGtsYBFRERERERERES2xgIWERERERERERHZGgtYRERERERERERkayxgERERERERERGRrbGARUREREREREREtsYCFhERERERERER2RoLWEREREREREREZGssYBERERERERERka39fzV0bZPtZeV0AAAAAElFTkSuQmCC", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot of combined use of root words over time\n", "import matplotlib.pyplot as plt\n", "import matplotlib.dates as mdates\n", "import seaborn as sns\n", "%matplotlib widget\n", "plt.figure(figsize=(12,8))\n", "\n", "time = df.index.to_timestamp()\n", "counts = df['ratio'] * 100\n", "plt.plot(time, counts, label='sustainability-related tweets')\n", "\n", "mean = counts.rolling(12, min_periods=1).mean()\n", "plt.plot(time, mean, label='12-month mean')\n", "std = counts.rolling(12, min_periods=1).std()\n", "plt.fill_between(\n", " x=time,\n", " y1=mean-std,\n", " y2=mean+std,\n", " alpha=0.2,\n", " label='12-month standard deviation'\n", ")\n", "\n", "locator = mdates.MonthLocator(interval=12)\n", "fmt = mdates.DateFormatter('%Y-%m')\n", "x_axis = plt.gca().xaxis\n", "x_axis.set_major_locator(locator)\n", "x_axis.set_major_formatter(fmt)\n", "plt.xticks(rotation=45)\n", "plt.ylabel('percent of total tweets (%)')\n", "plt.legend(loc='upper left')\n", "plt.tight_layout()\n", "sns.despine(left=True)\n", "sns.set_style(\"ticks\",{'axes.grid' : True})\n", "plt.savefig('plots/total_tweet_ratio.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.16" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }