WAV2VEC_S2T.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "70bfd965",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import os\n",
    "import re\n",
    "import json\n",
    "\n",
    "import torch\n",
    "import torch.nn as nn\n",
    "# from torch.utils.data import DataLoader, Dataset\n",
    "\n",
    "import soundfile as sf\n",
    "import torchaudio\n",
    "\n",
    "from datasets import load_metric, Dataset\n",
    "\n",
    "import transformers\n",
    "from transformers import Trainer, Wav2Vec2ForCTC, TrainingArguments, Wav2Vec2CTCTokenizer, Wav2Vec2FeatureExtractor, Wav2Vec2Processor\n",
    "\n",
    "import wandb\n",
    "\n",
    "from types import SimpleNamespace\n",
    "from typing import Any, Dict, List, Optional, Union\n",
    "from tqdm import tqdm\n",
    "\n",
    "from audiomentations import Compose, Gain, AddGaussianNoise, PitchShift, AddBackgroundNoise, ApplyImpulseResponse\n",
    "\n",
    "from sklearn.model_selection import train_test_split\n",
    "\n",
    "import IPython.display as ipd\n",
    "import random\n",
    "\n",
    "from dataclasses import dataclass, field"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4e165b86",
   "metadata": {},
   "outputs": [],
   "source": [
    "cfg = SimpleNamespace()\n",
    "cfg.checkpoint_path = ''\n",
    "cfg.output_dir = 'DATA/wav2vec2-xls-r-300m-Russian-small'\n",
    "cfg.data_dir = 'C:/Datasets/RussianOpenSpeechToText/'\n",
    "cfg.model_name = 'emre/wav2vec2-xls-r-300m-Russian-small'\n",
    "cfg.audio_augmentation = []\n",
    "cfg.switch = 1\n",
    "\n",
    "# audio formats\n",
    "cfg.sampling_rate = 16000\n",
    "cfg.chars_to_ignore_regex = '[\\,\\?\\.\\!\\-\\;\\:\\\"\\“\\%\\‘\\”\\�]'\n",
    "\n",
    "# model parametrs\n",
    "cfg.attention_dropout = 0.1\n",
    "cfg.hidden_dropout = 0.1\n",
    "cfg.feat_proj_fropout = 0.0\n",
    "cfg.mask_feature_prob = 0.05\n",
    "cfg.layerdrop = 0.1\n",
    "cfg.gradient_checkpointing = True\n",
    "# cfg.apply_spec_augment\n",
    "# cfg.mask_time_length\n",
    "# cfg.mask_feature_length\n",
    "\n",
    "# # train parametrs\n",
    "cfg.batch_size = 2\n",
    "cfg.num_loader_workers = 0\n",
    "cfg.gradient_accumulation_steps = 2\n",
    "# cfg.seed\n",
    "cfg.epochs = 10\n",
    "# cfg.mixed_precision\n",
    "cfg.logging_steps = 500\n",
    "cfg.learning_rate = 2e-5\n",
    "cfg.warmup_steps = 500\n",
    "cfg.warmup_ratio = 0.1\n",
    "# cfg.load_best_model_at_end\n",
    "cfg.save_total_limit = 2\n",
    "\n",
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "wer_metric = load_metric(\"wer\")\n",
    "tqdm.pandas()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "50e35d52",
   "metadata": {},
   "outputs": [],
   "source": [
    "# transformers.logging.set_verbosity_info()\n",
    "# wandb.login()\n",
    "\n",
    "# wer_metric = load_metric(\"wer\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e85fdc28",
   "metadata": {},
   "source": [
    "# Data Load and Preprocessing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d8b93a5e",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>text</th>\n",
       "      <th>path</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>По его словам, на вчерашний вечер у Донбанка «...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Этот процесс так захватывает человека, что он ...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Это крупнейшее левое движение Западного полуша...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>А результаты проекта будут представлены на еже...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>За последний месяц лидеры двух стран встречают...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117995</th>\n",
       "      <td>В двенадцать лет он сочинил псалом для голоса ...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117996</th>\n",
       "      <td>Перейти на страницу членства, где вы можете по...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117997</th>\n",
       "      <td>В сопровождении музыкантов, он отмечает ритм с...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117998</th>\n",
       "      <td>Адаптированная к ограничениям на рынке США, он...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117999</th>\n",
       "      <td>Таким образом, он считается одним из великого ...</td>\n",
       "      <td>C:/Datasets/RussianOpenSpeechToText/audio_file...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>118000 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                     text  \\\n",
       "0       По его словам, на вчерашний вечер у Донбанка «...   \n",
       "1       Этот процесс так захватывает человека, что он ...   \n",
       "2       Это крупнейшее левое движение Западного полуша...   \n",
       "3       А результаты проекта будут представлены на еже...   \n",
       "4       За последний месяц лидеры двух стран встречают...   \n",
       "...                                                   ...   \n",
       "117995  В двенадцать лет он сочинил псалом для голоса ...   \n",
       "117996  Перейти на страницу членства, где вы можете по...   \n",
       "117997  В сопровождении музыкантов, он отмечает ритм с...   \n",
       "117998  Адаптированная к ограничениям на рынке США, он...   \n",
       "117999  Таким образом, он считается одним из великого ...   \n",
       "\n",
       "                                                     path  \n",
       "0       C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "1       C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "2       C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "3       C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "4       C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "...                                                   ...  \n",
       "117995  C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "117996  C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "117997  C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "117998  C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "117999  C:/Datasets/RussianOpenSpeechToText/audio_file...  \n",
       "\n",
       "[118000 rows x 2 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_csv(cfg.data_dir + 'df.csv')\n",
    "data['path'] = cfg.data_dir + 'audio_files/' + data['audio_id'] + '.wav'\n",
    "data = data[['text', 'path']]\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ef99d59e",
   "metadata": {},
   "outputs": [],
   "source": [
    "train_data, test_data = train_test_split(data, test_size=0.008)\n",
    "train_data = train_data.sample(10000)\n",
    "train_data.reset_index(drop=True, inplace=True)\n",
    "test_data.reset_index(drop=True, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "32b8c168",
   "metadata": {},
   "outputs": [],
   "source": [
    "train_ds = Dataset.from_pandas(train_data)\n",
    "test_ds = Dataset.from_pandas(test_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "8528baa1",
   "metadata": {},
   "outputs": [
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   ],
   "source": [
    "def clean_text(batch):\n",
    "    batch['text'] = re.sub('\\s+', ' ', batch['text'])\n",
    "    batch['text'] = ' '.join(re.findall(r'[А-яЁё]+', batch['text']))\n",
    "    batch['text'] = re.sub(cfg.chars_to_ignore_regex, '', batch['text']).lower() + ' '\n",
    "    return batch\n",
    "\n",
    "train_ds = train_ds.map(clean_text)\n",
    "test_ds = test_ds.map(clean_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "f29d441e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# # load model and function\n",
    "# model, utils = torch.hub.load(repo_or_dir='snakers4/silero-vad',\n",
    "#                               model='silero_vad',\n",
    "#                               force_reload=True)\n",
    "\n",
    "# (get_speech_timestamps,\n",
    "#  save_audio,\n",
    "#  read_audio,\n",
    "#  VADIterator,\n",
    "#  collect_chunks) = utils\n",
    "\n",
    "# def clean_speech(path):    \n",
    "#     wav = read_audio(path, sampling_rate=cfg.sampling_rate)\n",
    "#     # get speech timestamps from full audio file\n",
    "#     speech_timestamps = get_speech_timestamps(wav, model, sampling_rate=cfg.sampling_rate)\n",
    "#     # merge all speech chunks to one audio\n",
    "#     save_audio(path,\n",
    "#     collect_chunks(speech_timestamps, wav), sampling_rate=cfg.sampling_rate)\n",
    "\n",
    "# data['path'].progress_apply(clean_speech)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "e4d5cf4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# def extract_all_chars(batch):\n",
    "#     all_text = \" \".join(batch['text'])\n",
    "#     vocab = list(set(all_text))\n",
    "#     return {\"vocab\": [vocab], \"all_text\": [all_text]}\n",
    "\n",
    "# vocab_train = train_ds.map(extract_all_chars, batch_size=-1, batched=True, keep_in_memory=True, remove_columns=train_ds.column_names)\n",
    "# vocab_test = test_ds.map(extract_all_chars, batch_size=-1, batched=True, keep_in_memory=True, remove_columns=test_ds.column_names)\n",
    "\n",
    "# vocab_list = list(set(vocab_train['vocab'][0]) | set(vocab_test['vocab'][0]))\n",
    "# vocab = {v: k for k, v in enumerate(vocab_list)}\n",
    "# vocab['|'] = vocab[' ']\n",
    "# del vocab[' ']\n",
    "# vocab[f'{tokenizer.unk_token}'] = len(vocab)\n",
    "# vocab[f'{tokenizer.pad_token}'] = len(vocab)\n",
    "\n",
    "# with open(cfg.output_dir + 'vocab.json', 'w') as vocab_file:\n",
    "#     json.dump(vocab, vocab_file)\n",
    "    \n",
    "# tokenizer = Wav2Vec2CTCTokenizer(\"./vocab.json\", unk_token=\"[UNK]\", pad_token=\"[PAD]\", word_delimiter_token=\"|\")\n",
    "\n",
    "# vocab"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8246f64f",
   "metadata": {},
   "outputs": [],
   "source": [
    "tokenizer = Wav2Vec2CTCTokenizer.from_pretrained(cfg.model_name)\n",
    "feature_extractor = Wav2Vec2FeatureExtractor(feature_size=1,\n",
    "                                             sampling_rate=cfg.sampling_rate,\n",
    "                                             padding_value=0.0,\n",
    "                                             do_normalize=True,\n",
    "                                             return_attention_mask=True\n",
    "                                            )\n",
    "\n",
    "processor = Wav2Vec2Processor(feature_extractor=feature_extractor, tokenizer=tokenizer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "c6887d4f",
   "metadata": {},
   "outputs": [
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   ],
   "source": [
    "def speech_file_to_array_fn(batch):\n",
    "    speech_array, sampling_rate = sf.read(batch[\"path\"])\n",
    "    batch[\"speech\"] = speech_array\n",
    "    batch[\"sampling_rate\"] = sampling_rate\n",
    "    if cfg.switch:\n",
    "        batch['target_text'] = batch['text']\n",
    "    return batch\n",
    "\n",
    "train_ds = train_ds.map(speech_file_to_array_fn, remove_columns=train_ds.column_names)\n",
    "test_ds = test_ds.map(speech_file_to_array_fn, remove_columns=test_ds.column_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "38bdda3d",
   "metadata": {},
   "outputs": [
    {
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AB0A/P/3/xMAAAATAAQAGAATAA4ANQAEAPz/AAAJAAQAGAAiAPf/JwAJAN7/9//3/8b/7f8EAO3/9//8/wAAAAAYAAQAIgATAAQA7f/e//L/2f/o/9n/6P/o/97/7f/Z/+j/CQDy/+3/3v/U/97/8v/y//L//P/P//z/3v+y/+j/3v+8/8v/wf+8/8v/sv/o/+j/y//8//f/y//Z/+P/rf/e/9T/wf8EAOj/1P8EAPz/3v8EAO3/AAD3/8//DgAEAAAABAD3//z/1P8JAA4A6P/o/+j/BADj/97/3v/3/w4A/P8TAAAA8v8nAE4ALAATACwAGAAOABMADgAsAB0AEwAJAPL/CQD3//f//P/L//z/DgAdAA4AHQAdAAAADgAdADUAHQAxACIAIgATAB0AEwAdADEAIgBJABgAEwAsABgAGAAYABMAJwD8//L/LAAEAAAA/P/o/xMA7f8YABMA/P8nABgAEwAEAAQALAA6AAkAIgATACIAGADo/8v/y//y/8H/xv+o/8v/xv+3/8//wf/e/7z/xv/L/8b/1P/G/7f/z//U/97/BADo/+j/9//Z/9n/DgAYAPL/8v/e//z/9/8EAAkA2f/o//L/BADo/8//1P/Z/97/z//U/8//8v8EAPf/8v8JAOP/1P8EAB0A7f8JADoACQAiAO3/HQAEAAQALAAAADEAEwAYAAkAPwATAOj/8v/t/w4A8v8TAAkAAAAJAPL/9//8/wkA9//8/w4AAAAAAPL/7f/j/+j/4//e/97/z//3/wAA4//P/+3/4//e/+3/y//L/9n/2f/L/+3/wf/t/+j/6P/8/7z/3v/P/9n/3v/e/+P/z//t//f/EwDZ/9T/7f/B//z/6P/y/xMACQAsAAQACQAOABgAEwAnABMA7f8OAOP/8v/8//L/AADt//f/EwAEAPz/7f/o/wAABAATAAQA1P/e/wkAAAAEAOj/8v/o/8v/wf/B/8v/z//Z/8H/1P/o//L/xv/j/+3/wf/P/8//2f/G/8//4//3/wQACQAAAPz/1P/j//z/7f8JABMACQATAPz/y//P//L/1P/L//L/4//j/+P//P/3/97//P8JAAkADgA1AA4ANQAxABMAIgAnADUAIgAYAPL/DgAYAA4A/P8AAO3/7f8JAN7/BAAiAAAAEwAiAA4AAAAJACcACQAdACIAEwAOAPz/LAAJAA4AHQAAAA4AAADy/8//4//U/9n/CQDo//L/6P/Z//f//P/3/w4ABAAJABMACQAdAAAAAAAEAPf/4/8AAD8ALAAOABMARAATABgALAAnAD8AHQAiAAAAHQAiACIAJwAYACwAGABOADUAEwBJADoAEwAEACIABAAdAAQABAAsANT/8v/j/+P/7f8OABgACQDe/9T/GADe/+P/8v/o/9n/2f/e/9T/z//G/wkA4//G//f/3v8AAO3/4//o/9T/6P/Z/97/z//j/+3/7f8TAAQA/P8JABgAIgAEAAkAEwAJAA4ACQAOAAAAJwAdABMANQAdABgALABJAFgARAA/ACwA9/8YADEAGAAdAAkAGAAAAPf/HQDo/7z/2f/3/wAADgDZ/8v/BAD3/x0ACQDj/w4ABAAYAB0ADgAJAO3/8v/P/9T/8v/j//f/8v/8/wQAGAD8/+3/AADZ/yIACQAAAA4AAAD8//z/GAAAAAQA4//t/wAAAAAnAAQA9/8xABMACQATAAkALAAEACIA8v/Z/+j/1P8YAA4AHQAnACcAJwAiAPL/BAD3/+P/GADy/xgADgD3/w4AEwATABgAGADt/wAA9//y/xgAAAAAAB0AEwDU//z/GAD3/+3/1P/8/9T/6P/8/+P/9//j/+3/y/8JACIA4/8JAOj/AAAJAPf//P/8/wkA3v/3//z/6P+3/9T/8v/P//z/CQAEAPz//P/8/wAAGAATABMA/P/t//L/7f8EAPz/AAAAAPL/8v/t/+P//P8OAPf/9//o/+3/BAATAAkABADj//L/6P/o//z/wf/8/9n/3v/e/+P/AADG/wAAEwAJAPL/7f/y/wkADgD8/wAACQAYAPf/8v/8/x0A8v/e/+3/wf/y/97/8v8AANn/AADU/+3/7f/j/wAA6P/t/8///P/j/8//1P+3/+j/6P8AAA4A1P8AAAkA/P8nAPz/DgD8/+3/HQAnAA4ACQAYAAkAJwATAAkA9//3/xgABAATAPf//P8YAPf/HQDy//f//P/y/wkA9/8TAAAADgD8/wQAHQAnAAQAGAAiAOj/DgAEAPz/3v/G/+3/6P+8/+P/2f+8/+3/1P/o//z/7f8TAAkA7f8EACcANQAxACwAHQAOABgAGAAAAD8AHQDy/ycA7f/8//L/8v/y/+P/6P/e//f/1P/3/wAACQAYABMAGADo//L/7f/t/xgAGAAEAAQA8v/t//f/GAAYAD8ANQAYACIAAAAYAAAAEwD8/+P/7f/j/8//4//j/+P/BADo/wAA9/8AAPf/AAAEAO3/DgAEACcABADo/97/wf8AANn/1P/8/63/4//y/8v/6P/U//f/6P/Z/+P/2f/U/8//xv/G/+3/6P/U//f/8v/j/+j/2f/o//f/EwDj/8b/3v/o/8//7f/t/+P/6P/j/w4ACQAAALL/2f/P/8b/8v/L/+3/4//8/97/1P/j/7f/y//P/9n/9//e/9n/4//Z//L/y//Z/97/2f/8//f/8v/8/+j/1P/y/8b/z//Z/8//2f/P/9T/qP/Z/9n/wf/G/8H/z//B/+3/1P/o/+P/vP/e/+3/AADo/w4A8v/3/wAA6P8AAAQABADy/w4A/P/j/+j/xv/e/8v/wf/o/9T/3v+3//f/BADo//f/BAAdAAAAJwDP/8H/6P/y/+j/4//j/9n/IgAJAB0AGAD8/xMAGAA/ACcAMQAYAPL/BAAYAAQA9/8YAAkAAAATABgA8v8TAA4AHQAnAB0AOgAOAB0ADgAOACcADgAYAOj/DgAiAAQAHQDy/w4A/P8OACIACQAJAAkAAAAEAB0AGAAOAAQAEwAAACwAEwAJAPz/8v/3//L/NQDy/ywADgAJACwAEwAdAPf/SQAJAAQACQDy/x0ACQAEAB0ALAAiABMADgAOADUAMQAiADUACQAsACIACQAEABMAAAAAACIAAAD3/w4APwAnACIAHQAYAAkAGAATAAAA/P/t/ycAEwAYADEAIgAsAA4AIgAxAA4ARAA1ADEAMQA/ACcA8v8YAPL//P8YAAQA7f/U/8//4//3//z/DgAdABgAAAD3/w4A/P8iACwACQAEAAAABADy/wAA8v/Z//z/3v/U/+j/2f/e/6j/z//o/8//2f/U/+P/6P+8/7L//P/y/+3/DgAAAAQABAD3/97/CQAdAO3/9//8/w4A7f/j//L/6P/j/9n/GAAAAPf//P/t/8//z//y/8v/z//3//f/1P/U/9n/AADo/8b/4//L/+3/AADo/wAALAAxAB0AHQAJAPz/GAATAA4ADgAiADoA7f8OAAQADgAsAAkANQAiAAQAJwATAA4AJwATAAQABAAnADoAEwA1ABgA4/8JAO3/6P/P/97/2f/Z/+j/4/8JAO3/DgD8/wQACQDt/w4A/P8AAO3/EwAAAOj/EwDU/w4ACQDe/w4Axv/P/9n/wf/t/8v/1P/t/8v/9//y/8//2f/y/+3/6P8AAOj/3v/P/97/y/+8/+j/1P/G/7z/z//U/8//AADt/8//xv/G/8H/vP+3/97/sv/B//L/2f/y/+j/8v/j/97/1P/e/+P/DgAJAN7//P/o/+P/3v/3/9T/DgDj/+P/GADt/xMA4/8OAPL/7f8OAAkAEwDe/ycAHQDt/x0AAAAEAPf/3v8TAAkAEwDj/w4A/P8TABgAAAAsAPz/LAAnACIAEwBEAD8AOgAsABMASQBJAFgAOgA/ABgANQA6ADUASQBJACIAAAAnAAkA8v/8/97/z//j/9n/6P/Z/9n/8v8dAAAA8v8AANn/AAAEAO3/y//y/+3/4//Z/+P//P8JAPL/z//Z/8//2f/o//f/1P/3/+P/1P8TAAkA3v/3//f/z//y//f/7f8EABMA8v/o/+P/6P/t/wAA4//j/+3/3v/Z/8b/CQAOAO3/BAAOACIAHQAEAAQA9//Z//f/3v/U//z/4//y/97/AAAEAPz/DgAAADoAJwD3/wkA/P/o/wAA3v/U/wAABAD3//f/8v8AAAAABADy/9n/2f/3/wAA1P/t//L/2f/8/xMA7f/y//f//P8JAAAAEwAJAAQADgAYAA4AGAAJAAAAEwAEAB0ACQDy/x0ABAATACIA/P8nABMAAAD3//z/8v/U//f/8v8EAAQAEwD8/9n/9//3//z/y//e/97/AAAAAPf/8v/j/+j/2f/e/9n/6P/3/+j/y//8/xMA6P/y//L/AAD3/+P/JwD8/wkAGAAAABgA7f8OAPL/8v/y/97/EwAAAA4ADgDo/wkALAAYAAkAGAAJAPz/DgD8/wkA8v/o/9n/4/8AAPL/7f/Z/xMA2f/P//z/3v/e/8//rf/G/9T/wf/G/97/8v/Z/9n/3v/P/97/3v/G/+j/CQDP/7z/1P/e/+j/7f8YABgA3v8AAAQA/P8TADoAMQAiAB0ABAAxAAAADgA/AB0AGAAsAA4AOgA1AAAAHQD8/x0A9//P//L/6P/o/wAA/P8EABgAGAD8/yIAcABEADEANQAYAA4ANQAdACIAHQAYAAkA4/8AAPf//P/t/9n/2f/Z/97/1P/e/9T/z//j/9T/2f8EAAAAEwAYAB0AIgAJADUAIgAYAAkAGAAJAAkAGAAYAE4AMQA1ACwAOgA6AD8AXQAsAEkAHQAOABgA3v8iACIAGAAJACwARAAEAAQA8v/j/9T/8v8EAAAAAAAOAPL/z//o/97/9//o/9n/AADy//f/9//8/x0A7f/Z/+P//P/3/wAACQDe//L/BAATABgAIgAEAAQAIgAOAAkA9//t/w4A6P/U/+3/y//B/9T/2f/Z/8//3v/Z/9T/wf/t/wAA7f8EAPf/8v/y/+j/BAAEAN7/AAAiAB0AGAAYADoARABJAD8AMQAxAA4ADgAEAO3/DgAAAAkAAAD3/wQAy//U/8v/wf/U/7z/y/+y/8v/7f/G/97/6P/Z/9T/6P8EAAAA9//y/xMA/P8YAAAABAA/AAQA4//8/wQAAAAdAAAALAAYAAQALAATADUAGAAEACwAOgAnAA4AIgAOAAQAAAAOAA4AAAAnAAQAAAAEAPL/DgAiACwAOgAxAB0ALAAdAAAALAAdAAQAGAAEAAAABAAEAAkAEwAiABgAGAAnACIA8v/Z/wQACQD8/wQAAADt//L/EwAEAPf/AADe/+j/CQAOAOj/6P/e/+3/4//j/+j/1P/j/57/2f/U/7f/3v/B/8b/vP/Z/57/o/+y/8H/3v/G/8//rf/t/9n/6P8TAAkACQDt/xgAIgD8//z/GAD8/wAA6P/P//L/xv/t//f/z//L/7z/xv/U/9n//P/3//L/9//8/wkABAAiACwAEwD8/wAA6P/8/+P/6P/t/+j/CQDP/9T/xv/j/9n/8v/o/9n//P/3//z/BAAxABMA9/8TABMA8v/8/8//1P8dAA4ADgAJABMA/P8AACcACQATAPz/DgAAAO3/CQDt//L/z/8EAAAA4//e/+3/HQDj//z//P/y/w4AAAD3/9n/AADt//f/GAD3/x0A4//8/ycAAAAxAAkAHQAnAPz/NQAsACwAMQAYAA4A/P/y/xMAAAAYABgA9/8EAAAAGADy//z/DgAEAA4AHQAiAAQALAAxAAkAOgAdAAAAMQAiACIA/P8YAPL/CQATAN7/IgDt/wQAAADo//z//P/y//f/8v/t/wkA2f/3/9T/8v/o/97/3v+y/9n/vP/o/wkAIgAAAAAAEwDy//f/4//e/9n//P8OAPz/AAA1ACwAOgAnAA4A7f/U/yIA9//8/wkA4/8YAAAAEwAYAPf/DgAEAPf/8v8AAO3/2f/3//f/7f8AAAQA4//j//L//P8AAAAABADy/+j/vP/y/8//vP/j/9T/6P+y/+3//P/L/9n/8v/t//f/EwDj/97/3v8JAAAA6P8dAAAA9/8YACIAEwATABgA7f8YAAAA7f/3/9T/9//o//f/6P/U/+P/z//P/8b/2f/y/97/xv/P/8v/vP/L/8b/8v/P/+3/CQDe/yIA6P/t/+P/y//G/6j/xv/j/wAADgDj//z/BADe/wAA7f8OAOj/6P8dANn/CQD3/+3/AADL/9n/vP+8/8//z//P/8b/y//j/+P/y//o/wQAz//3//z/BAAEAOj/BADj/wQA7f/t//L/9//o/+j/AADP//f/z//P/8b/wf/L/8v/BADy/xMAAAAEAAkAy//j/+3/BADy/x0A8v/P/9n/vP/3/8v/z//L/9n/1P/e/wkA9/8OABMAJwAOAPz/CQAOAAAAGAAdABgAOgAOAA4AGADe//L/BAD3/xMA7f8AABMAHQAJAPz/RAA1ADEANQAiAAkA8v8YACIAJwAJAAQAHQATADoACQAEADEAMQAiACcAIgAdADoAHQAOAAAA9/8iAB0A9/8nACIAEwAAAAAACQD3/wkAPwA/ADEAUwAnAFgALAATADUAHQBTADoASQBJAB0AIgBEAFMAYgBJAEQAUwAnAEQAIgAOABMA2f/8/wQABADt/97//P/o//L//P8AABMAAAAYACcAGAA1ACcABAAOAPz/IgAiABgAHQAnACIAEwAnAB0AOgATAAQAEwAEABMAAAAYAOj/AAAYAPL/CQDe/+3//P8JABgAz//P/9T/9//y/+j/DgDj/8//DgAYAPL/BADo/+j/GAAdAA4A8v/8/wQA4//U/8H/y//Z/+j/AAD8/+P/7f8JAOP/CQDU/9T/2f+8/7f/t//o/8///P8AAOj/vP+3/+P/8v/Z/9T/BADo/8v/2f/t/w4ABAATAAAA3v/j/9n/4//Z/+P/wf+t//L/3v/Z/wQA9//8//L/7f/t/+3/7f/t/+3/9/8EAPf/CQAAAPz/DgAOAO3//P8YAPf/9//3//f/DgAJAO3/3v/j/97/6P8JAOP/2f8EAAkAAAAAAPf/xv/e//L/3v8AAPL/9//8//L/IgAAABgAAADj/wQA8v/y/+P/7f/B/8H/z//o/+j/3v8AAPz/8v/j/w4ABADj//L/3v/y/wQABADy/wkABADt/w4A2f/P/+j/AADt/7L/1P/P/63/z//3/+j/4//y//f/9//o/wAA9//3/wQA4//Z/6j/1P/o/9T/9//B/+3/9//G/wAA4//e//z//P8YAPf/8v/3/wAA/P8AAB0AEwAOAB0ACQAAABgACQDZ/wAAEwD8/+j/2f8YAPL/7f8JAOj/9//y/97/z//3/wAA6P/o/+j/AADo/xMAMQAJAA4ADgATACIANQAdAB0ACQDy/ycAEwAEAAkA6P/3/+P/7f/8/wAANQAdAA4AGAAYAPf/DgAsAAQALAAnABgAIgAnADEARABJADEALAAAACcAIgAAACcABAATAB0ADgAnAAQADgAOAO3/6P/Z//L/8v8EABMA9/8YABMAEwAYAAQAAAATAPz/7f8JAOj/8v8EAO3/9//8//L/1P/L/+3/8v/3/wkA8v/8/+P/6P/j/8b/2f/B/97/2f/G/8b/sv+t/8b/AADt/8v/y//L/9n/y/+8/9n/t//G/8//vP+e/6j/z//P/+3/z//L/+P/9//t/+j/6P/e/+j/2f/3//z/BAAYADEANQAEABMA/P/t/w4ADgAiAB0ADgDt/xMADgAEABMA6P8EABMAAAATAPz/8v8TABgA8v/e/xgAGAA1ADUADgAsAPf/AAA1ADEAIgAYACcARAA/ADUATgATACIAEwAOAAkA7f8iAOj/BAAEAOP/4/+3/8v/1P/y/+P/xv/G/+P/4//Z/9n/1P/B/+3//P/B/97/3v/j/8b/2f/j/9n/BADy/+P/4//8/+j/AADy/97/8v8EAAQA9//t/9n/2f/j/wkA4//t/wAABAAYAA4ALAA1ADoAAAAOAAkAAAAYAB0AEwDy/xgAGAAOAPL/EwD3/97/6P/Z/+j/4//y/+P/3v/G/+3/CQDo/+P/6P/t/9T/3v/U/8b/y//P/8//1P/y//f/BAAAAPz/HQD3//z/2f/o/wkA/P/8/+P/AADt//L/AADy/+j/4//3//f/EwAYAAAACQD8/xMAJwAYAB0AGAAYABMADgDy/wAA/P/e//f/7f/3//L/7f8OAAkAEwAAAPf/9//t/wQAAAAdAA4AEwAEAAQAJwAsAEQAAAAiAEkAXQBmAE4ASQA/AEkARAA6ACIAHQAnABgALAAnAPz/GAAiADUAIgA1AFMAOgBmAD8ARABYAFMATgBEAE4AOgA/ACIAIgAOACcANQAxABMAJwBEABgARAAxADUANQAYACcAGAAnAOj//P8AAO3/AADU/+P/1P/8//f/4/8AAM//7f/t//L/DgAAAAAACQATAAkAOgAiAPf/BAAAAPz/8v/L/+3/AADj//L/AADj/9T/3v/L/8H/y//j/+3/4//t/wAA7f/Z/w4AEwAdAEQAJwAAAPz/7f/t/wkAAADy//z/9//o/wAA6P/3/wQA3v/8//L/7f/3/wAABAD3/+3/CQAJABMAGAAnAAQAAAAYAN7/9//t/zoADgDy/xMAEwAEAM//IgDe/+j/CQDU/97/6P/e//L/2f/L/+j/8v/3/7z/8v/Z/7z/6P/e/+3/6P/j/8v/2f/e//f//P/o//z/3v/e/+j/6P/o/+P/AAAAAPz/AADZ//L/4//y/wAA4/8AAOj/HQAnAB0ALADt/ywAPwA1ADUAHQAYABMALAAiABMAMQA1ADEANQAdABMA9//8/wQABAAdAPf//P8EAOj/8v/o//f/AADL/8//wf/L/+P/6P/y//f/BAAEAO3/2f/t//L/9/8EAB0AAAAAANn/z//e/9T//P8AAAkAAAAYAPf/6P/y/97/GAATAAkAGAAnACcADgAiAAkAAAD8/9n/6P/o//f//P8EAPL/1P/Z/8v/3v8AAAQA/P/3/97//P/j/8//BAAAAPf/3v8AAPf/AAAnABMAGADo/wkABAAAABMA4/8AAPz//P/y//f/9//8//L/2f/P/7f/vP/3/w4A1P8YAAQA6P8AAPL/IgAJACcA9//Z/zUABADo//f/GADt/8H/8v/G/9T/3v/B/9n/3v/o/97/6P/y/+j/6P/Z/9n/DgDZ/8v//P/P/+P/3v/U/9n/3v/Z//f/CQDo//L/2f8JAAQAEwD3/+P/LADt//z/y//P/97/4/8OAAAA9//o/xMA9/8nACwAAAAYAAQA4/8EABgA/P81AAQAGAAOAAkAGADe/+j/3v8iAAAA9/8dAB0ABAAsAE4ACQAiAB0AIgAJAOP/LAAnAAAAGAAJABMAIgAOAA4ADgAnAAQA9//o/+j/9//e/wkADgD8//f/9/8TAOP/9//8/97/GAAEALz/sv/Z/97/9//8/8//1P/L//L/3v/P/+j/1P/j/9T/3v/o//f/6P/t//f/4/8AAPz/2f/o/+P/wf/e/wkAAAAAAPL/7f8xACIABAAEAA4AMQAnAA4A9//y/xgA8v8AAB0A3v8nAAkACQAOAM///P8EAPz//P/8/+3/DgAAAOP/AAD8/wQABAAAAPf/8v/3/97/1P/e/+j/6P/o//L/8v/L/8//8v/e//L//P/o/+P/7f8EAMv/2f/U/8//2f/G/+j/7f8EAM//8v/o/8v//P/G/+3/8v/B/9T/3v+3/+3/8v/U//f/4//y/+j/8v/t/wQA8v/3//f/y//y//f/JwATACIA/P/t/ycA3v8AAPf/HQAJANn/9//y/xgA9/8YAA4AAAAiADUATgAxACcAJwA/ADUANQAnADEAMQAYACIANQA6ACIAHQA/AE4AGAAdAA4AIgAYAAkALAAOABgAGAAYAAAACQAJAAQAHQAOABgA4//8//L/4/8JAPL/CQDe/8H/vP+3//f/AADZ/8//7f/3/wAAEwAYADEAMQAxAD8ANQAdAB0AOgAYABMABAAAAPf//P8EAAkADgDy/wAA8v8EACIADgAEAB0AHQA/AE4AOgA6AEkAWAA6AEQANQBTAHAASQBJAFMATgBEADEANQAsACIAHQD8/9n/CQAdAPL/IgATABMAIgD8/9T/DgAJAPf/EwDZ/9n/4/8AAAAADgD8/+3/CQD3//z/9/8EAO3/3v/o/97/9/8EAO3/9/8TACIAIgAxADEAIgAnAF0AUwA/ADUAIgAnACcAMQA1ABgAAAAJAN7/DgATAB0AHQAAAPL/vP/y/97/3v/Z/9T/BADZ/+P/6P/t/8b/6P/t/+j/EwDZ/x0A/P/8/xgAvP/o//f/DgAJAOP/3v/t/9n/4//8/9T/7f8AAM//xv/j/8//3v/e/7L/1P/t/+j/AADy//L/7f/P/8H/xv/U/+3/8v/B//L/8v/G/9T/vP/L/8//1P/Z/7L/y//G/9n/7f/G/9n/7f/t/9T/4//Z/8v/AADB/97/z//e/wQAwf/Z/+j/BADo/wAADgAAAO3/6P/e/8v/3v/L/+P/2f/B/7f/y//e/9n/6P/e/9n/xv+o/9n/3v/e/9T/wf/t/9n/z/+j/7f/4//P/+j/4//L/57/vP+8/8v/1P+o/9T/8v/o/8//4//o//f/7f/Z/8v/y//Z//f/CQDU/97/9//8//f/3v/Z/+P/7f8AAPf/CQAYABMAEwDt/wAAAAAdAB0AIgAiAPf/NQATAAQA/P/t//z/4//t/8//9/8EAO3/BAAEAPz//P8JAAQA9//Z/+j/AADU/8v/8v/o/+P/8v/j/+3/y//y//f/4//e/9T/1P/Z/wkAz//G/+3/2f/U/wQA/P/o/wAACQAOABMAEwAOAA4AEwAEAOP/GAAJABgAEwAJAEQANQAxAAkABAAdACIAIgAxACwAHQAJAOP/CQAiAA4ALAA6AD8APwAxABgAJwA/ACwARAAiAB0AMQATACcA8v/8/wAA7f/8//f/EwAEAM//9/8JAPf/DgAEAAQA/P8TABgADgD3/wQABADe//L/7f8TAB0ABAATABgANQAYACwANQATADoAEwAdABgAAAAsACcAIgAOAEQARAAiADUAEwAiADUALAAJAPz/JwAJAA4ALADy//z/AAAEAAQAAAAYAB0AMQAJABgA9//e/97/2f/j/9n/1P+y/7L/xv/P/7f/2f/o/+P/6P/Z/8//y//o/97//P8AAOj/8v8YAPf/7f/o/9n/4/+e/7f/rf+o/+P/2f/P/8v/xv/Z/8//xv/U/8//y//L/97/y//e/9n/1P+8/8b/y//P/wQA9/8dAPf/3v8JACIADgA6ACcALAA1AAQARAAnACcAIgA6AD8ABAAiADEACQD8//L/6P8EAO3/7f8JAPL/AADo//z/AAD3/xMA6P8JABMA/P8EAPz/AAAiADEA6P8TAAAA8v8JAB0APwAYAD8ALAAEAPf/BAAEAPL/BADy/+3/3v8EAA4AHQAEAPL/CQDj/xgAEwAnAA4A4/8JAAAAGAAEAAkA8v8EABMA7f8JAPf/AADy/8//9//t/97/8v/t/wAAAAAOAOj/7f8TAPz/GAD8//f/AAD8/+3/4//G/6j/vP/L/+j/7f/L/+j/GADe/+P/9//y//f/CQD3/wkANQAdADEAJwA1ADUAIgAsAB0ALAAsAPf/LAAdAAAANQAOADEAEwAYACIADgATAPL/IgAYACcAGAAJAB0AIgAdACIAOgAnAD8APwA/ADUAIgAdAAkAEwDy/+P/7f/3/wAAGAAJAAkAGAATAPf/AAATAO3/7f8EAOj/8v8nACcATgAsAA4AMQATACcAPwAYAAAA2f/8//z/9/8OAPz/GADy//z/7f/e/+3/1P/y//L/3v/t/w4A1P/t/x0A8v/3//f/EwAYABgALABEADoALAAiACcAMQAOADUAMQAsACwA/P8AAA4A9/8EAPf/4/8AAPL/CQDt/+3/8v/Z/+P/4//8//z/AAAJAA4AAAATAAkACQAdAAQAGAAEAPL/DgATAAAADgATAAAAGAATAPL/1P8EAPL/4/8AAAAABAD8/wkA/P8EAPz/8v/t//L/9//B/9T/DgD3//f/y/+V/8v/3v/y//L/wf/L/8v/vP+y/8v/y//U/+j/t//Z/7z/sv/B/9n/7f8JAPL/2f/y/57/6P/P/9T/2f/G/7f/xv/e/8H/6P/G/7z/t/+3/7z/xv/B/8v/z//L/9n//P8AAPL/CQATAA4ABAAEAOj/BAAOAO3//P/e/7z/y/+t/6P/1P/L/97/4//Z/9n/1P/U/9n/3v/e/wAACQAnAA4A7f/o/+P/7f/t//f/7f/3/9n/BAAOAPL/CQDy/wkACQAEAPz/6P8iABgAAAAYAA4AEwAYACIAJwAiACIABAATABgAEwDe/+P/DgD3//L//P8AAO3/8v8EAPL/BADy/+j/AADy/w4AIgAYAAQAGAAAABMAJwAOADUAIgBEAB0ACQAxACwARABEACIALAAiAAkASQA/ADEAEwAEAAkAHQAsACIAMQD3/wAADgATAB0AGAD8/+j/BADe/9n/2f/U//L/7f/L/97/4//Z/97/1P/Z//L/2f/P/wAA9/8JACwA/P/8//f/CQA1ADEAJwAEABgAMQAiABMALAAnAAkABAAYACwAEwAOAAAA/P8JAPz/BAAEAO3/6P/t/9T/7f8EAOj/8v/e/w4ABAAJAAQA4/8TAAQAGADj/wQA7f/Z/xMAz//t/9T/8v/o/+P/9//P//L/1P/t//f/9//8/+j/4//e/+P/6P/8/9n/9//3/+P/DgDo/+3/7f8AACIA2f8OAAQAAAAJACIASQAdADoA8v8nAAQA8v8xAPf/NQD3//z/GAAJAAkAHQAxAAQABAAAABgADgA6AA4AEwD8/+3/EwDZ//f/4/8AAN7/z//3/+P//P/8//L/7f/3//L/3v/Z/+j/3v/U/8v/1P/o/8b/4//L/8H/xv+8/9T/1P+o/63/xv+8/+P/2f/U//L/3v+3/8//6P/B//f/9//o/8v/2f/j/7z/6P/o/xgA1P/o/x0A7f8EAN7/4/8EAAAA6P/t/wQAGADj/+P/GADj/8v/6P/U/9n/BAAOAAkABAAYAOj/GAAJAN7/AADZ/wQA6P/Z/8//vP/L/9T/7f/U//f/8v/o/+3/3v8JABMA/P8EABgABADy/wQA9//t/wAAAAD3/wAADgAiAPf/8v8JAOj/8v8JAPL/9/8nAPz/9//t/9n//P8EABMA4/8dADUAAAAiABgALAA1AD8AMQAYABMACQAOAAAAGADo//f/IgDt/yIA8v8TACcA8v8AAOP/EwAEAA4AAADo/xgA/P/3/wAA9//8/xgA/P/8/wkABAAJAPL/EwAsABMADgAxACIARAAxADoASQBOAEkA/P8xAAQA/P8OABgAOgAxACwALAATAB0ASQAYADoAOgAiABMAMQATAPf/HQATACwAHQAOAPL/EwAOAAQAPwAOABMADgATAAkABABJAB0ADgAdABMA/P/8/w4AIgAOAOj//P8AAAkA3v/j//z/4/8TAAkABAAJAPL/HQATABMABADt/wAADgAJANn/8v8TAA4ACQAYABMABAAYAAQABAAAAPf//P8xAB0ABAAOAA4AJwD3/w4ADgAAAA4A7f8JABMACQAOABgANQAOABMAIgAJACIABAD3/w4AEwAJAAQA8v/j//f/2f/L/9n/6P/t/+j/CQDt//z/EwAEABMANQA6AO3/AADt/+j/7f/o/wAAHQAAAPz/EwAOABMA9/8iAPf/BAAdAAAA6P/L//f/8v/e/+P/7f/e/8H/y//P/8v/2f/j/+j/AADj//f/6P/U//L/z//y/+j/8v/3/9n/1P/Z/97/t//o/+j/CQAdAAQABADy/wAAAAAiAPL/HQAYAPL/GADo/xgAGADt//L/CQDy/+3/DgDo/7f/xv/L/8b/y/+8/8H/t//L/+3/2f/P/8H/sv/Z/7f/1P/y/8//8v/U/+P/3v/L/9T/3v+8/+P/3v/G/wAAwf/y/wAA4/8OAO3/BAATAAAABAAYAAkAEwATAAkAHQDy//L/3v/3/9n/z/8TAPf/8v/o/97/8v/y/97//P/j/+P/4//t/+3/8v8EAAAABADL/x0A8v/j/x0A8v/t//z/EwDU/+j/6P/L//z/2f/o/+j/sv/Z/+P/2f/j/wAA2f/Z/+j/z//j//L/7f/t//f/xv/j/w4ADgD3/+P//P8TACcACQDy/wAADgAEAOj/BAAiAB0AMQAOAPL/DgATABgAIgAnACIAEwAOABMAIgAJABMABADZ//z/8v8AAPL/9//8/+P/6P/y/xgACQAsAAAACQAOAOP/HQDt/xgAJwAiACwABAATABMADgD8/x0AIgA6ACIALAA/AAAACQDy/yIABADy//f//P/y//f/GADe/w4AGADt/xgAHQD3/xMA6P/8/yIAEwD8/xMAHQD8/zEAHQAEABgAEwAOAPf//P8JAPf/4//j/+3/7f/3//z/BAD3/+3/8v/e/9n/8v/8/w4ADgAAAB0ACQAnAD8AIgAdAA4A7f8JABMAIgAAAAAACQDy/ycABAD3//L/DgD3/wkACQD8//f//P/8/7z/CQDj/8b/y//L/+3/3v/e/9n/3v/o/+j/xv/B/8b/t//U/97/vP/B/9T/6P/G/7L/wf/G/97/o//P/+j/2f/j/9n/BAAEAPf/9//8/+3/6P/t/97/AADG/8b/9//t/7f/xv8EAM//9/8AAN7/DgAJANT/6P/j/9T/1P/U/9n/2f/j/9n/wf/L/+P/2f8AAN7/1P/t//z//P/t//z/6P/o/9n/CQD3/+j/AADe/wAAAAAJAPz/BAAOABgAMQAxABMA9/8sAAAAEwAnAOP/9//t/wQADgAEAPz/1P/y/+P/6P/Z/8//z//L//L/wf/8/wAA8v/y//f/BAD3/wAA6P8JAAQAHQAEAPz/7f/o/xMA6P8JAMb/3v/t/9T/9//Z/wQABAATADUADgAEACIAIgAJAAkAGAAEACcADgATABMA9/8dAOP/BAD8//z/IgAiACIAJwA/ADEAMQAxACwAIgAsAO3/BAAdAN7/EwAiAAQALABTAEkALAAYAPf/BAAJAOj/HQAYABgAMQAOACcAEwAxACwABAAsABMACQATABgAMQAnABgAIgD3/wQA/P8AACIA9/8AAO3/OgAdABMANQATADUA8v8OAAQAHQAOACwALAD8/1gAJwBEAE4AMQAYACwAPwAxAD8ABAAJABgAGAAYAAkABAD3//z/JwAYACcARAAYAAQALAAYAAkAJwAJABMAGAAOAAAABAAOABMAIgATAAAABAAYACwAHQAYACcADgATAAkA/P8dABMABAAYAAAADgAYAOj/9/8EACIA/P8JAAQACQAiAAkADgAAABMA7f/y/w4A9//j/wAA/P8AAOj/xv/3/8v/6P/U/+j//P/j/+j/vP/U/+j/vP+o/97/y//P//f/6P/3/wQAMQAAAAAAGAAOAB0A7f8OAPf/2f/e/+j/CQDU/97/8v/3/+P/xv+8/7z/sv/P/8//rf/Z/9T/6P/G/+P/6P/e/+j/t//Z/+3/8v/U//L/8v/y//L/8v8AAOP/8v/y//f/2f/t//L/CQAOAPz//P/L/9T/3v8OAAAA9/8EAPf/GAD3/wkACQD8/xMA9//t/wAA/P8EAAkABAD3/x0ACQAJAB0ABAD8//L//P/y//L/6P8sABMACQAOAOj/BADP/+j/7f/o/w4A7f8EABMADgAJAPf/AADZ/9T/7f/Z/+P/2f/Z/8v/1P/t/8v/xv/Z/8v/y//y//f/DgAAAN7/1P/U/97/sv/B/9T/rf/U/8v/y/8EAO3/8v/y//L/7f/8/+j/3v/o/+j/2f/B/9T//P/j/8//EwD8/+3/y//o/+3/3v8TANn/1P8OADEADgAAAAAAEwAiADUAIgAAACwABADj//f//P/e//z/3v/G/+3//P/8/wQABAD3/wAA7f/8//z/LAATAAAAHQAOACwAAAAAANT/EwAOAPf/NQD8/+j/7f8TANn//P/8/+j/8v/e//f/4//o/9n/CQDo/xMABADZ//z/9//o/+3/EwDo/wkAGAAsACIAJwAOAA4ATgAdADoADgDj//L/9//o/wAACQD3//z/3v/y/+3/z//o//L/9/8AAAkANQAxACwAJwDy/wAA8v8TACwABAAEAPz/EwAOAAkABADt/wQAGAAEABMAEwD3/wkA4//y/+P//P/y/8H/2f/B/8//y//3//L/6P/t/5r/3v/j/8H/4//U/+P/1P+8/9T/wf/P/+P/xv/o/8v/y//L/8v/8v/o/+P/xv/y/97/6P/t/+j/AADt/+3/BAAJAPL/DgATABgAHQAdACcA/P8TACwA2f/j/xgAEwAnAOj/8v8xAB0ADgAYADEANQATADEADgATABgA7f8dAPz//P8EABgAIgATACwAHQAEAB0ANQAsAPf/7f8YAAAA7f8OABgA8v/3/wAA6P/o/+3/7f/Z/wQA/P8AABMA7f8iAPf/BAAOAN7/CQDy/wAA/P8nADoABAAsADoANQBOACIARABOADEARAATADUALABEAA4AAAAOAPf/DgDt/w4AAADj/wkAEwD8/xgAGADy//f//P/t/+P/7f/y//L/z//P/9T/xv/G/8H/4//L/8v/4//j/9T/qP/U/7L/2f/y/7L/vP+y/97/4//U/7f/vP/G/8H/z//P/+P//P/o/97/3v/Z/wAA3v/e/+3//P8dAA4AJwAOABMAGAAYACwACQAiABgA9//3//L/DgAJAA4AEwATAB0AGAAYACcAHQAYACwAMQATAO3//P8EAPf/9//Z/+P/CQD3/8//1P+y/8v/3v/P/+3/z//e/+3/GAD8/+P/8v/P/wAABAD8/xgAHQDU//L/7f/j//L/4/8JAO3/EwAJAAAABADy/x0AIgATAAAAIgATACcAPwAsAEkAHQA1AEQASQBEAB0APwAxADUAMQAdAEQANQA1ACcAIgBEABgA9//e/8//y//t/wAAz//e/+P/1P8JACwADgAsAD8AMQAxACIAGAAEAPf/7f8EABgABADt//z/DgAAAA4AGAAxAAkAEwAsADoASQAxAD8APwAnACcAMQAsACIAHQA1ADEANQA1AE4AXQBJAB0AEwA1AB0AGAAdABMABAAnADUAGAAEAAQACQAEACIA/P81AAAA6P8YAOP/PwAdAPL/CQAJAA4AAAAEAN7/BAD3/9T/CQDo/wkAAADZ/wQAAAD3/wQACQDo/97/AADe/9n/6P/y/+3/2f/U/63/z//Z/7z/y//L/8v/y//L/9n/xv/Z/97/8v/y/+j/9//j//L/2f/y/xMACQAAAAAAEwAYAB0A4//e/+3/wf/o/+3/2f8TAM//4/8AAN7/AADe/97/3v/o/+j/7f8dAAAAAAAJAB0ADgAAAAAA8v/3/9T/AADj/97/8v/e/+j/z//8/wkAIgDt/+j/MQATAPz/GAAYAAAACQAEAAkA9//3/9n/7f/8/7f//P8AAO3/1P/P/97/xv/P/97//P/8/9T/6P8EAPL/DgAOAAAA2f8EAPz/z//j/+j/DgDj/9n/wf/G/8//z//e/7f/sv/B/+3/1P/B/8//wf+8/7z/7f/3/+3/9//e//f/7f/e/9T/wf/e/97/3v/e/9T/9//8//L/4//U/97/3v/P/9T/7f/L//L/7f/e/+3/8v8EAPL/GADy/wAADgDy//z/2f/t//z/JwAJACcADgD8/w4Az//y/8//CQDy/+j/1P/P//f/6P8JAMv/3v/U/97/4/+3/+P/7f/8/wkADgAJAPf/BADt/wQAGAAYADEAGAAnADUAPwAsACIAIgAOAB0ALAAOAAkAPwAsACcAEwDy/wQAAADo/8//9//o/xgAHQD8/wAA3v/t/9n/IgATAPz/IgD8/wkA7f8YAAkA/P8nAPf//P/3/+P/BAD3/9n/AAAAAAQAGAAdACIAMQAsACIAHQATABMAGAAOAPf/IgAnAAkAGAAnACcACQATACIAEwAJAAkA7f/j/wkA8v/j//z/GAAdAAQAIgAAACwALADt/x0AAAAsACIAGABEACcAHQAOAB0AGAAiACcABAAJACcAPwAnAD8AIgAYACwA9//y/97/8v/3/9n/z//3/wkAAADt//f/3v/e/xMAAAD8/8///P/e//f/BADG/w4A1P/8/+j/3v8OAAQA9//o/xgAEwAYAAQA8v/j/wQADgD3/w4A8v/y/+3/BAAdAOj/CQDt//f/BADe/xMA8v8EAAQABAAAAAQABAAEADUA2f8JANn/2f8JAOP/EwDo/+3/2f/U/+j/6P/o/+P/AAD8//z/2f8YAA4AEwATAAQAMQDt/ycA9/8JACcAAAAsAAkABAD8/xgABAAJAPL/9/8iAPf/4//Z//z/1P/o//f/1P+e/57/2f/G/+P/wf/L/8b/wf8AAOP/6P/t//f//P8OAPz/7f/y/w4AAAD8/wQA7f8EAN7/8v/e/+j//P/o/xMA8v8JAAQA/P8EAPL/9/+a/8v/1P+o/8b/t/8AAAAACQAAAPz/CQAYABgAAAAEAO3//P/y//f/4/8OAAAA7f8EAOj/2f/Z/+j/y//t/97/8v8iAOP/7f/j//z/CQDj/wAA3v8OAAAADgAiAAQAOgAAAPz/DgAOAN7/4//o/+3/HQAOAEQARAA1AD8APwAYAEQARABOAGYALAAsACwASQAnACIAMQATADUAHQAiAA4A6P8dAAAACQDy//z/EwDo/9T/BAATAPL/GAD3/wkA9/8AAAkA9//3/8b/9//8/+j/DgD8/+3/6P/8//L/2f8AAB0ABAD8/wAA4/8AAAQADgD3/8b/HQD8/+j/DgAAABMACQAnAD8A9/8OACIADgAsAAkACQAYAAQA8v8AAPz/CQAdAPz/CQAJAPz/BAAAAPz//P/o/+P/7f/j/+3/4//o//f/vP/P/+3/9/8JAM//3v/t/+P/4//U/wQA9//y/9T/sv/j/7z/3v+8/8b/7f+o//L/z//y/wkA4//3//L/9//t/9T/xv/8/+P/CQAnACIAIgATACcABAAAAPz/IgAJAAkAIgD8/w4AJwAiAAAACQAAAPL/6P/3//z/9//8//z/CQDt//f/2f/U/+j/z//o/9T/3v/3/wAA8v/t/xMAEwAAAPL/IgDe/+P/8v+8//f/7f/G/+3//P/L/+j/rf+y/63/xv/o/8H/4//e/9n/AADo/7z/2f/G/9T/1P/o/97/1P8AANT/DgAAAOj/BADP//z/AAAEAPz/1P/j/+j/t//e/9T/3v/3/8//2f/U//f/2f/U/8b/8v/j/8v/sv/e/9T/sv/t/8H/BADy/+3/2f/e/+j/7f/t/9n/3v/3/8//t/8JAMb/2f/U/8//AADU/8b/4//Z/+P/9/8TAPL/8v/3/+P/8v/o/wAACQAiAOP/BAD3/xgACQDj/wkA4/8JAPf/8v+y//z/DgAJACIA8v8JAPf/RADZ//f/DgDG/wkA7f8sAAAA9//y/wAADgAAABgABAAYAAQAJwDy/yIA9//o/wQAy/8nAN7/AAAAAPL/DgAAAAkADgD8//z/NQATAB0ADgAYAA4AEwATABMAJwAAAAkA/P8AAA4AIgAJAB0ANQBOADUAPwA6ABMAXQA6AEkADgAOAEkAMQBEAD8AJwDy/x0AHQAiABgA9/8iAAAA9/8xAPL/DgAdAPf/BADZ/+j/6P/e//L/GAATAA4AOgAsAAkAHQAnAAkANQATAB0AMQAEABMA8v8sAAQAGAAxAAkAIgAJADoA7f8OAPf/y//Z/wAAGAAJAAQAGAD8/9T/LAAJACIACQAEAAkALABEACwAMQAsADUACQAOAAkA3v8YAAQA2f8AANn/8v/e//f/3v/G/xMA2f/G//f/1P/8/wQABAAJAOj/HQDt/wAAEwDy/w4AAAAEAAAA7f/t/9T/3v/j/9n/3v/8/9T/6P/3/8//AADL/+3/3v/e/wAA8v/3/wQA6P/t/+j//P8dAAAARAD3/wkAAAAAAAAA4/8OAAQAJwDj/w4ABADU/xMA3v+8//z/3v/y//z/6P/e/xMAEwDP/wQADgDj/wkAAADy/yIACQATAOj/DgAJAPz/AADj/xMAy/+t/8//3v/P/8H/3v/e//f/1P/B//z/8v8JACcAGAD8/w4AHQD8/wQABAAiADEAEwAJAAQA1P/3/wQA2f/e/+j/xv/B/+3/y//U/8//z//e/9n/7f/B/+j/8v/e/+3/BAATAA4ABAAYAA4A4/8YABMA/P8JABgAEwATACIA7f8JACcA9/8nACwAHQDe/wAA4//j/x0Awf/3/9T/AAD8//z/JwDt/ycADgAEACIAMQA6AE4ANQAnABgACQAxAAkA/P/j/xMAIgAAAB0AEwD8//L/DgDy/wQAAADy/xMAAAAOAOP/4/8AAMb/7f/j/+3/BADo/wQA9/8OAPz/GAD8//f/EwD3//L/IgD3//z/IgD3/xgA4/8iAPf/6P8AAPL/JwDy/yIAIgAiAEQAMQAnAEQAOgAJADoAJwATACIA8v8dAA4A9/8EAPz/DgDo//z/7f/U/7f/vP/j/8v/8v/t/wkABAAAAPz/AAAdAOP/DgDe/wAAJwDe/wAA7f8nABMA8v9TACIAGAAYAPf//P/8/wQA8v8OAPz/8v8JAPL/DgDt//z/JwAOAB0ABAD8/+j/CQATAPf/9//o/+j/DgAEAOP//P/Z/97/4//P/8//y//U//L/7f/P//z/3v/y//f/4//3/+j//P/y//z/9//8/w4AAAAOAOP/CQAYAAkAIgDe//f/CQDj//L/6P8AAPz/3v/Z/9T/6P/L/8v/y//G/wQA6P+8/97/z//y/wQA8v8AAPf/CQAOAAkAJwAJAOj/DgD3/wAADgAEAAAAEwDo/8v/AACy/wkAEwDe//f/IgAJAO3/NQDj/yIAEwAEAAQA4/8iAOj/HQAEAPf/EwD8/w4A/P8JAPz//P/t/xMAAAAEAB0A9/8JAB0AAAD8//f/z//t/9T/4//P/97/7f/B/7f/z//t/7z/BAAEAPz/GADy//f/3v/U//f/t//o//f/3v/o/wkA6P/L//f/t//U/63/8v/P/+j/IgDo/wkA9/8OAM//AADt//L/IgATAAkADgATABMAGAAAAAAAAAAJANT/AAAEAA4ADgAJACwA9/8nABMA4//j/7L/8v/y/+j/z//U/wAA1P8iAOP/3v8AAOP/CQDj/97/DgAOANT/7f/o/wkAGADo//L//P/y/+3/8v/8//f/8v/y/9n/AAAJABgAAAAAACcASQAnAB0ATgAYAPf/LAAiABMASQAdADoALAAsAA4AGAAOANT/HQAOAPf/7f8EANn/9//j//z/9//U/ycAqP/y/wQAAAAAAAkA/P/L/z8A4/8JAPf/8v8YACcALAD8/zoAAAATAD8ACQDo/yIAEwDe/wAACQD3//z/AADB/+3/IgAEACwA9//3//z/4//j//z/GAD8/wQA1P/j//f/BAD3/+P/AADe/97//P/e/9n/4//Z/wkA/P/8//f/CQDt/+j/8v8EACIA8v8iAOP/BAA1AOj/BAAnACcAEwA6AAkAAABJAAQA6P/3/97/1P8dAMv/8v8YANn/6P/3/yIAy/8/APL//P8/APf/IgATAE4A9/8/ACIA9/9dAA4ARAAiAGYANQD3/3AACQBTACwAAABEAPz/LAAEAAQACQAAAPz/DgAnAAAAHQAdAAQACQAdAOj/9/8dAAQA7f8sAOj//P81AOj/HQDj/w4A9/8dADoALAAnABMAEwAJAHAA8v81ACIAIgBEABMAMQAYAEQA7f8OAF0AEwAsAFMAAABdABMAAAB/AD8AMQA6AD8A6P9rACcABABEAMb/CQDy/zEA1P8JAOj//P8AAK3/RACt/wQA9//e/+P/9/8AAPz//P/L/+j/y/8dAO3/CQD8/wkAsv8EAPL/1P8dAMH/GADZ/ycA8v8JAN7/z/8nAKP/6P/j/7z/9//y/97/8v8OAM//1P/8/8b/y//G/57/AAD3/+P/AADZ/+3/mv/Z/9T/xv/o/97/9//j/w4Asv8JAB0At//8/97/7f8dAB0A3v81APz/z/8OANT/CQAOAA4A9/86APL/7f8JANT/CQDj/wAA1P/t//z/7f8AALz/9//o/8H/HQDt/wQAMQAiAA4A4//8/97/LADU/wAALADZ/zEA/P8AADEAGADy/0kAGADj/ywAlf8sAD8A3v9mAMv/LAAsAO3/EwAsAGsAAABrAAQAMQAnAAQAGAAsAGIA8v+XAPL/JwBYAN7/RADj/8//6P8JAMH//P8OAMb/AADt/9n/GADL/8//8v/Z//L/4//o/7f/LACV/w4ABADe/z8Asv8/AJ7/SQDU/97/8v/P/xMA1P9dAOP/OgDe/x0A8v8JAM//3v8OAJ7//P+3/w4Asv8JANn/EwBOANn/6P/8//z/rf81ALz/7f8iAKj/7f/Z/+j/kP8JAOP/fP8dANT/rf/P/xMArf8OADUAwf8/AAQA8v9OAN7/EwA/APf//P/o/x0A6P+3/x0A6P/t/wkAnv/3/8//wf8dAAQAt//3/zoAz/8sAA4Axv/8/w4Awf8EACwAnv8iAMH/6P/Z/63/NQCe/z8AEwCQ/x0Az/+8/+3/3v/P//L/EwCy/wkABACa//z/6P+e/+j//P+e/wQAy//B/wkAAAAJAPz/3v/L/w4Awf/y/wkA4/8TAAQAJwDj/xMAGACV/wQAy/+3/+3/4//t//L/AADU//L/z//j/8v/JwDj/8b/wf/L//f/lf9dALL/GAAAAMb/HQC8/xMADgAsANn/HQAAALf/7f/8/+P/9/8AANT/DgDB//z/9/+8/wQACQDe//L/3v/P/wkAwf/3//L/y/86AOP/6P8YAOP/8v8JANn/1P8xAAQAIgD8/ywA9//e/zUA2f8EAJX/NQDZ/63/IgCG//z/EwD3/z8AWADe/yIAIgATABMAAAAJAOj/CQDU/ywA6P8YAM//4/+8/4b/EwCL/wQA4//o/wAAEwDo/8//PwDG/7f/HQCj/ywAGADP/1gA/P8JACcA/P/B/3AAxv8EAAQAvP8AANn/1P+L/ywAWv8AADoArf8AADoADgDG/z8A7f8TAA4AGADU/xgANQDL/zoA/P/j/ywADgDy/wkA1P+8//f/9//Z/wAA4//Z/wkA6P9OAMv/JwA1ANn/awAYAOP/NQBYANn/XQAsAAQAYgAOAAkATgDG/2YAOgDZ/4QAy/9dAAkAegDo/zUAOgCj/5MAxv9YABMAMQATAEkAGADZ/3AABABEAA4AOgAnAD8ADgAiADEADgAJAN7/IgAdAPf/CQBJAMb/MQDj/6j/OgCt/8v//P/Z/wQA3v/P/ywAsv/j/9T/xv/3/7f/rf/y/+3/nv9JANn/EwAEAN7/DgD3/8b/3v8sAHz/UwDU/wkA6P/e/xMA2f9JAK3/SQDP/wkAt/8iAM///P8sAJX/UwCL/zEA3v8JAB0A2f/Z/ywA4/+e/w4ABAAEALf/HQCj/wkAo/8TAPz/BABYAIv/YgDB/xgAEwAOADoAGAA6AA4AOgDU/ycA8v/t/z8A1P8AAF0Axv/8/ywAcv8EAN7/d/9EANn/GAAdAO3/BADU/zoA4//y/xMAz//e/wQAy/81APL/CQATAPf/MQAJAPf/XQA1AJ7/fwCo/04A9//e/wkAnv86AJ7/BACj/zUA/P/y/04AvP8sAAAADgDt/0kAMQDG/5MA6P8AAIkA7f8iAIkA1P86AIQAmv+hACwAmv9dAO3/CQAYACIAz/9rAMb/y/+EABD/tQCQ/8b/hAAV/2YAz//P/9n/DgC8/x0A/P+Q/4QAVf+OAJ7/z/9/AJD/RADB//z/xv/B/7L/BACt/xgACQDB/zUArf/Z/wQAsv8YAAAA4/9/AGn/awDy/7L/LACo//L/DgDe/7L/YgCV/ycAkP/t/9n/bf9EAB//cACy/63/fwBk/xMA7f+j/w4ACQCG/yIAAADU/3UAz/8OAGYAvP8sAHUA2f9mACIAHQAiAF0A8v9iAAAA2f9/AJX/LADU/9n/qP96AMb/xv9iALf/HQAYADUAsv9EAN7/lf9wAOj/BAA6AKP/YgDP/+j/YgCe/5wAJwCQ/6YA/P+t/7AA2f/P/6EAvP/P/0QArf8AAD8A4//e/ywAo/9EAOj/wf86AKP/YgCe/+j/GACy/wQA8v/L/zEA/P/j/zoAi/8nAMb/xv/t/7f/sv+y/10Arf81AAQAnv8JAN7/DgDL/xgAz/8/ALf/vP9YAGn/OgDZ/97/3v/e/7z/HQA/AMv/OgCy/wkAqP9iAIv/BAAEAIb/cABL/z8AqP/U/wQAo//U/63/z//U/6P/sv8AAGn/AACt/wkALACL/2IA2f/j/x0AEwDP/zoAEwATAJwAfP+rAK3/2f96AHL/SQDP/xMAxv8TANT/z/86AIH/8v/3/2T/3v8JAHz/HQCB/wQAz/+B/x0A2f86ALf/awDG/+P/hABa/z8AOgCB/zoAUwBQ/z8A/P8f/6YARv/j/4QAB/86ADEALv+hAOj/mv/SADP/pgAEAJr/hACG/ywAHQDZ/8H/dQCV/x0A/P9f/1MAkP+y//z/LABy/1MAgf/B/2YAB/+wADj/JwA1AHz/4QAf/6EAo//G/38AKf96AIv/4/9OAKj/GABOADj/PwAEAF//NQCo/zEAnv8OAOP/mv8/AHz/MQDB/9n/cACo/2YAGAAAADUAqP9YAPL/nv9/ALL/CQB6AMv/NQBJAN7/JwBrAJ7/RAA6AMb/YgDB//z/TgCe/zEAIgBt/2YA3v8nACIAvP9wAMv/egA1ABMAUwDt/zEATgDo/3oAGAD3/4kACQA/AD8AJwDU/7AAEwBEAGsAXQBOADEAXQAsAH8A2f9wAOj/BAAAAD8Ay/8nAHAAnv9wANn/DgDy/9T/8v8iAN7/6P9dAHz/GAAiAG3/UwAEAN7/NQA1AMb/GABwAGT/yADo/97/egBL/10AEwDL/04A6P/P/04At/8nAA4Anv+XAEb/cAA1AFD/3ACV/2IARADj/2IA4//G/zUAPwBf/4QAwf+L/3UAt//L/3oAsv+y/2sAOP8xAMb/i/8iALf/z//Z/zoAX/8nAAkAX/86ALz/Vf9dAK3/2f+EAK3/JwDB/8//6P8YAIb/9/86ADP/kwCQ//f/SQAf/1gAAABf/2IArf+V/ycADgD8/23/nABf/+3/iQBa/3oA3v8dAAkA9/9dAN7/IgBOAB0A/P+rAJr/EwBOAG3/fwCa/zEA8v/j/0QAfP8xAK3/HQDt/ycA3v+V/2IAZP9mAO3/hv+cAKj//P8iAM//8v8YAPz/9/91ALf/JwAYAOP/OgA6AJ7/HQDo/7L/IgD3/5cAbf+rANn/1P+EAIH/LABJAJr/egC8/8v/3AAQ/9wAy//L/4QAkP9wACwA2f+rAPf/3v91AMv/TgAnABMA1P9TAOj/2f9/ALL/pgDU/9T/nAC3/w4AEwDo/+j/MQCQ/xgA3v/B/yIA/P/o/+3/EwBV/6EAy/93/6EARv8JAEQAt/86APf/XQDZ/2IA7f8OAEkA2f/y/1MAGAAYAIkAgf+hAGT/TgAnADj/hABV/9T/CQDj/8b/EwAiAHL/UwDZ/7f/PwAEAPL/HQDy/+3/PwD3/4QACQBmANn/AABYALf/pgB8/wAAEwB3/0kAvP8YAE4A8v/Z/wQA8v/e/8v/6P/Z/8//TgCQ/zUAAACj/z8Ad/8EAO3/d/9wALz/9/9EAJX/XQCt/7f/awBQ/4kAAADj/10Awf+XAIb/yADP/+j/ugCo/38A1P8sAE4Anv81ADEAz/9mAM//2f96AGT/7f8nAHL/DgAYALL/xv9EALL/CQDU/zoA4//8/04Acv/wAEv/egAdAGT/6wBB/0QA3v/j/zoAZP9wAAQAhv9rAO3/rf9wAIH/9/8OAIb/DgCe/8//xv8dANn/xv9JAGn/DgD3/6j/OgDe/wQA/P8EAO3/EwATAMH/LADe/zEAOgDP/3AASQAJAGIA9/9iANn/JwAxAMb/fwCj/0kAGAAEAPL/PwAJAOj/RADy/wkACQA/AJ7/PwDL/xgABADe/xMA3v9EAOP/y/8xAHAAqP+XANT/sv96AJr/EwAsAMb//P8JAOP/DgDy/xMAqP8OAO3/6P8dALL/RADG/+j/MQC8/10Az//y/ywAvP8xALz/MQDZ/+P//P+o/wAA2f8TAFMArf9JADUAgf+EANn/1P8xAAQA4/8/AM//1P9rAG3/9//Z/5X/3v8AANT/wf8nAJr/t/8OAM//DgDo//f/CQDj/wkAwf8nAIb/2f/e/3z/8v+Q/wQAcv8TANn/wf/8/5X/NQD3/0QABAAAAPf/MQC8/1MACQDL/78AZP9iAAkACQAOAMv/NQDG/zEADgAiAA4ASQDt/yIAy/8EALz/4/8TALL/DgD3/zoA3v91AJD/JwAJAG3/ZgDt/8H/SQDU//f/PwDZ/ywAlf9EAIH//P81AJr/UwDP/zEAvP86ANT/t/9JALL/GAD3/+3/BADU//L/EwAEAAkA3v8JAB0A8v8iAAQACQA6ANT/BAATAA4A9/8JAOj/4/9YAJr/BABiALz/TgAsAOP/cAD8/xgAOgD8/1MA4/8AAB0AqP8JAKP/3v/e/+P/GADj/1MAvP8AAD8AkP9YAPL/BABiAM//dQDZ/xgAPwD3/zEACQDL/0kA6P8TABMAsv9OAK3/LAD8//f/BAD3//L/qP/8//L/mv/j//f/kP8TAPf/t/8sAM//LAC8/wAADgCQ/7AAkP9TAPf/7f86AHz/cACB/+3/GADL/+P/JwCo/xgAWACy/3oAnv81ADoA6P8/ADoAIgAsAIkAxv+XAOj/IgBwALf/UwAsAAAAUwAEAAkAPwDU/04AEwDe/2IANQDB/4QAmv8iAHUAo/+JAFMA1P+EADEAz/8hAV//SQCTAC7/nAC8/8//oQCG/yIAegCy/04Arf/y/+j/2f8TALz/TgDZ/1MAPwDP/6YAwf8YAE4Ai/+OALL/SQDo/63/awCL/10A/P/B/z8Asv/U/xMA2f+3//f/BACQ/zoAz/8JAAAA2f8EAPf/PwDZ/1gA4/8dAA4A/P8TACIA9/8/ABgA6P81AIH/OgCe/7f/IgB8//z/AACt/wkAnv+8/w4AfP8AAG3/nv8JADz//P/Z/4b/WADB/63/CQCt/+j/BAC3/8H/z/+t/x0A2f/L/+j/CQCo/ywAIgDB/7UAbf91ABMAvP91AJD/YgDZ/9n/MQDU/04AGADo/ycA8v+a/wAAnv+8/zUAi//y/x0AfP8iAEQAZP+rALf/BACOALz/iQAEACIANQA1APz/TgBrAMH/lwAiALz/4QDU/zoAiQB8/6sA/P8JAFMA8v9EAPz/WADB/1MA7f8OACcA3v+wAG3/sADt/wkAjgC8/zUAxv9JAF//egC8/+3/YgDP/zEA3v9iAMv/TgDo/xgAOgAiAAkAUwDt/zUANQCj/2sA/P8nAAQAJwATACIAEwAYABMA1P/e//L/RADB/zEAUwD3/zoARABiAA4AdQDj/ycAdQCe/7AA6P8dADUA4/86AO3/MQCo/04A6P/8/0QAt/8xABgAAABOAMb/egDe/0QANQCL/+EAOP+TAAQAhv/IAIH/RAAiALL/EwCj/w4A7f/Z//z//P8sAPL/3v9OAMv/sv+JAOn+YgDe/zz/jgBV/8b/DgC3/3f/LACt/+j/SQCG/+3/EwDB/+P/6P/P/xgAsv8TAAQA7f/8/ywAvP8JAAkAi/9mAK3/PwAAAJX/XQBy/zUA4/+G/7AAVf8sAAAAd//L/9n/sv9y/z8A8/46AAQAKf9/AFD/1P/t/x//WABQ/9n/AACL/zEA4//G/x0Az/+L/w4Ai/8nAKj/wf8EAKj/y/8AAMv/3v81AIH/GADe/4v/4//o/8H/3v/8/3L/OgDU/+P/EwAsAOP/EwATAHz/awDG/2UB7/2L/1sBMP2WAaj/S/8vAQQAtQCa/x0A2v5L/ywAKf/8/8///P/B/+EAOgB8/7UAJP9EAAQAi//e/+3/CQAOAGsA/P9OAMH/YgDo/wQAOgBf/0kAz//t/z8Arf8EAKP/NQCV/w4A8v+e/4kAVf9rANT/EwD8/yIAPwDP/4kAVf9mACwALv+/AFX/sv/IAPP+XQDo/8H/MQAYAPf/JwA/ANn/cAAnAGIAy/9dADoAwf9YANn/7f9dAK3/WAAYAM//dQCa/zEA9//P/zoAvP8xAMb/7f8YAIH/AAC3/4b/TgAEAMb/YgDL/1gAIgDy/zoAJwAOALz/XQDe/4QAt/8iAIkAaf+XAPf/2f+mAA4AHQDwAIv/egA6AKj/vwB3/8gAt/8nAEQAnv+XAIH/RADo/ycAaf/3/9T/xv8JAJD/IgBf/zUAi/8OAJ7/qP/e/4b/BACj/6j/y/8TALL/MQCG/+3/JwCB/0kABACa/38Alf/e/6YAOP96ANn/qP+TAMH/WAAxACIASQA6ANT/8v81AJX/GAD8/8b/YgD3/04AHQD3/2IA2f8/AD8A/P+wANT/HQAdACwAIgDB/2IAgf9OAMb/4/8xAKP/6P8YAAAA3v9a/z8AX//o/04A6f51AB//4/+e/7z/rf/Z/wAAqP9OANT/RAAOADEA3v86AAQABAAiACwA8v86AAkALAAYAM//jgDo//z/vwDG/0QAxABB/0MBhv8/AMQAWv8mAbz/MQC1AOj/cAB6AKj/iQCo/97/LABt/38Az//Z/yIAnv8YAM//EwDU/8v/6P9y/5wAUP8nAO3/vP81AG3/SQAp/2IAgf+j/0kAPP9EAHz/SQC3//L/MQDP/0kAi/9JAAAAy/81ACIABADy/+j/CQAsANT//P86ANT/UwBdALz/dQDo/ycAkwCL/8gAwf9wAF0A2f+cABX/egDe/63/YgC8/xgA1P/j/w4A6P9mAGn/UwDj/yT/4QDu/gQAfwDu/pwAsv9t/5wAQf/j//z/rf86AMb//P/Z/wAAhv+j/+3/kP+a//L/rf+a//L/o/+3/9T/i/+t/wAArf/8/+j/4/8dAPL/kP+XAMH/CQB1AHz/EgGG/w4AxABt/5MAz/8iABgArf8TAFr/pgCG/xMAoQAu/7UAqP/t/6EAKf+cAPL/kP81ALz/8v9YAA4A2f/XAEb/UwDL/9T/kwBQ/4QAEwAdAE4ARAA/AAAA1P8TAMH/WADZ/wAAHQDB/2sAaf9OAMv/vP9iAG3/dQCt/9T/XQBL/10APP9JAM//gf+1AP3+fwAAAK3/TgDe/xgABADe/ywAAADy/3oAxv86ADEAsv9mAE4At/+hAH8A2f/NANT/HQCwAIv/cAAEAOP/DgCQ/5cAo//3/04Abf9EAIb/mv9YAEb/GADo/5X/dQBp/04Axv/U/zUArf+rAFr/MQAYAKj/pgB3/zUA1P/t/3oAH/86AMb/mv9TACn/XQCo/4v/MQBG/0kAnv9JAEQAt/9dAPL/SQC8/+j/z/9V/10Ai//B/w4AVf8JAKj/vP8iALz/NQDP//f/RADU/2IAmv9iAPf/CQAiAJ7/dQC3/zUA4//P/x0AVf/P/+j/nv91AGn/NQBwAJ7/sADy/yIATgDB/wQABACy/9T/2f+B/63/AADG/8v/DgDB/wAAHQDL/ycAWAAYADEAUwDG/6EAwf/P/5cAmv9OAMb/NQDj/9n/8v+V/xMAkP8xACcAwf9iAPz/1P9TALz/3v8AAOP/vP/t/6j/cv8JADP/HQDP/63/PwCj/8b/bf/U/xr/DgDe/8H/RACQ/4kA6P+y/zoAnv+3/5X/i//8/8//GADt/1MAwf8EAM//xv9mAJD/fwCt/04AMQDL/1MA3v81ANn/UwCj/10ACQC8/3oAlf81AAAA1P9mADUAsv9/ADEA1P+TADoALAD8/2YAAADZ/x0AX/9OALf/bf9rAEH/8v/y/4b/8v+8/5D/rf8OACT/dQBk/5D/UwBL/2YA9/8OAEQATgC8/0QAi//Z/9cA4/+/APf/7f8sAHf/jgBy/zoAAAB8/6EAS/9mAGT/vP+EAJX/egDP/z8ALACj/xMAX/8nAMb/vP/wAIb/8ABwAIv/vwBL/wkA/P81ABgADgBJALL/awAAAAQALADt/z8AIgAYAOYAvP8k/8//qwDj/3AAPP8JAMQA8/45AT7+sACL/wQA9QDa/kMBH//cAB//CAE4/3AAd/9k/w0Bnv9/ANH+IQF4/rMC5f3qAYv/H/+QAkn9kAKC/v4Aaf81APL/Wv+cANH+tQC9/iwA7f+Q/ywAkP8EALz/nv8/AKj/DgAEAKP/xACV/ycA9QCy/1gAfwCt/8QArf/IAJX/MQC6AOP/awAQ/4kAOP/rAEv/AwE/ALz/rwHf/jkBwf9JAE4AAAA6AM//qwCG/8gAt//8/z8Alf9OAMv/qwDe/+j/1P+Q/0QAi/81ACIAqP9dAIb/DgCe/0b/UwDL/9n/xv9Q/zEAEwCt/wQAy//o/3z/AADB/9T/1P9k/xMAz/9EAOj/2f8EAOj/WABEAGYAnv9wAPL/BAAOAJr/dQDZ/10A4/9JALz/8v8dAI4AegDy/4QA7f9TAJr/awDZ/0kAPwCV/04AVf/G/+3/M//t//f/o/+hADUAiQAdAO3/8v/B//f/cv/3/9n/HQCt/9T/2f9B/8//i/9dAB0A3v8TACn/PwDU/0kAcACa/8QAwf+cAIb/6P+TABD/xACB/wQAPwC3/04Arf+e/x0At/8p/5r/Vf/t/5D/wf9JAOP/BADy/7f/qP8TAPz/MQC8/8//RAA6ACwAqP9OAPL/gf+JAM//UwDt/7z/LACt/w4AOP8iACwANQCXACwASQA/APz/8v8AAMb/awDj/wQAqwDj/xgADgDt/xMAWACo/97/NQCL/+EA7f/NAHoAIgCrAF//3ADB/zUAYgD3/9cAi/8xANT/nv8/AIv/UwAxABX/2f/U/+7+3v+e//f/XQAiANn/GABdAM//kwDG/44AIgAiADUACQCcAOj/fwBV/8H/CQAa/7oAnv+EAAAAbf9wAGr+XQC3/3oAIgCwAJ7/YgDL/6X+LwHS/WABqP/G/8QARv+lATj/nAAnAL8AdQCcACYBfgEGA4X8CP5JAPf/T/ya/wQAFv4OAM39MwL//NwAVwG2/KsAbf+8/xX/TQFdAGYANQCo/0QA3/7lAc//9QDL/63/bf8+/ov/h/5rAOP/BAAa/9wAX//k/r8Awf+OAEH/SAGR/qUBfv1j++7+L/5H/mn/QwFL+z4FDv3fAjEE7v72B+T+AQPZA3AAUgFoA9IAOgBaAkP+egDwACz8zQB1/RgAk/zh/Qf/Zv0JADH8AARq/qUBy//+AOUBGABqAQAAggJt/8IBcAA6AJX/YgCvAd/+dQB0ATP/mwHu/sH/oAGEAF0APwB0AVgAxAD3/2sA+QBG/yT/wgGM/kcCS//v/X4Bff4hAZz9NAFOAKsAQf9SAb3+sv8ZA3z7NwOd/EQA5QFD/ikCoP4JAD8AHQCy/0f+LQO0/QcCi//X/SIE5/xNBZT7BgME/bP+fQI6/V4HV/klBsv6SQCEAGf8bAQA/DwDCf2qAeL8TAI1/VoCkQEO/WgD3PhwAHf/jgBp/+3/awB9/h//jgCa/64CqgGo//L/vwCe/8b/CAFg/jYE3fwnAF0AA/4nAF//gf/8/0QAEv5JAL3+iQBEAKj/KQKXACIAnv+Q/z4BTP7lAaUB6P+L/zP/fwBiADz/dAH1AMb/JP8AAAkAB//wADn+nv/Y/GQC4/tJAOEA/v09Arb8XwLU/0cC9/8+AVgAOgB6AIb/lQKN/fMBWv+8//z/Cf1qAfP+hv/5/W3/1P+b/mYAvP99Asb/2v56ADEAoAHy/8QA7QI6APL/gf9OAIH/C/+j/38As/4l/vz/q/01AJD//P+XALQBgv5EAOEAr/0T/XAAsQPa/lgAxv9EADT+HQBuAh8CqQJ0AXQB5P6mAAMBvP9eA1v+TgCXAD/9EP8W/pr/lf/f/qz8vQEr/fj+6P8//bAE+f2a/6UBeP7P/7kBcAA9Atb+qP8eA6v95gAp/x0Alf+qAYf+LwHz/uf85gCX/YUD7v6/ANwAo/8IAWIA6wDu/tIAMQBJAIH/2f8+AWsAhACH/rAApgB3/78A1wBiAFgAFf8H/10A0f4DAZwAWABt/2r+wf9OAKj/wf+QAuP/6P93/44AjgAu/2kCGAAcAYv/0f7wAD8ARv+M/sH/eP7y//P+6f5EAHz/XQAxAPz/5P7B/wf/pgB1AHUAJALz/nUAt/9NAYgBHQDZ/+H9lwCQ/8b/lwCQ/2n/M//f/iT/MQDwAPz/af+G/z8Ai/96ANwAjP4fAh0AX/9Q/yoBNAEk/00BDgAAALj+nv/R/l0ADQHz/gQA/P8dAHAAGABmAJr/Zf7XADz/cv8nAL3+zQCG/yEBLwHXAHoAiQAdAOn+kP/l/QgBkP9t/xcBrf8XAfAAM/8xAJD/LACwADz/IgD3/9IAx/7U/0QA4/+0AX3+NQB9Ak4AX/+j/9wAy//B/xr/o/+bAfL/EQIH/5D/kP9r/RwBGAAHAusAlwCV/57/tQCC/jQB2wH4AXUAmv81AN/+0gDrAMv/wf8z/8H/Jf58/+YAbf9mAGIAmv9G/7P+kf5k/0QAzAHt/1D/XQDa/tH+JgEMAvUAsAB0/sH/Ff+o/2kCmwEcAR0A7/34/vz/z/9/ADEA0gCy/6P/uf0/AGYAXQDwAKn+PP8q/o4AawCcAHoAG/6G/x//bf/bATgCCAGz/kT9r/1y/3UAQgIkArUAfwAz/2r+8/55ARwBYAEqAcv/z//S/V//Kf+vAcQAy//rAEv/vwDT/GYAzQDmAEv/5f31APj+6gFOAO0CTQFB/0f+bPxa/yr+lQKEAE0BoAHr/Af/vv1y/zUAVwH4AQkAlf9H/t7/ZgDXAGABYAHU/4z+Of6rABwB9/9OAFMA8v/q/bL/pf5bAQ3+kP8SAaP/HAE7/BMAwv5R/tz9PP96ACYBWABb/vkAZP/8/1//0QFrADUABADlATz/D/xCAjEA4AWIAZb+UgEw/RX/g/0a/zkBNAHU/9H+RADn/NT/KQKmAFUCav5M/o39p/wL/1oCGQPcAJb+gv6C/qD+0AbWATUA2f+t+9j8qwA+BXj+0ALGAk39yfwYAKsAEwBdBJcA+P7D/X3+IP4hATkFKgFdADz/7fv2+2n/JwBEAAYDJgEI/tz99fwJANUCMQQ/AMT8JwDz/usAo/9zAnMCXQAH/6r5R/78/5AC5QG/AEQA0v3c/e/9tAFoA+cDTQH0/T7+ifyB/+oBfgFIASr+P/2Q+/P+kQEnBDIDuP53/3r9Vf+XAD0C9gMVAzz/Nvw8+3v8RwJBA74F2gIW/sT8jPr9/rz/xgIrBakCs/4O/WH9Jv3yAl0A1APMAQAAff5o+/z/3/65AVsBWwF8/zUAvP/IAFsBsAAu/yX+TQGt/0MBzAEEAF//8v+u/pb+i//R/uEAagFwADP/TP5rAOj/0gCrANIALAAH/wv/gv6y/wv/EwDEADQBiQDmAOsAiQBk/2n/M/9L/2D+nv9vAUMB3ABR/uT+rf8vAa3/WwG6AEQA/v11/bj+hv/LAmYAdAFG/0v/pv3NACMDAwFzAkv/9//E/Fz9y/+IARUDjAG/APf/5gAb/uj/oQAVA7MCJP+l/lf9af/H/moBJwACAhwByAD9/vL7/gBL/7MCbwGo/wf/ev0//R//BgPfAqMD3v/u/oz+tP2L/z8APQIbAgL/+f3H/sP9cAD9AfgB1gFEANL9uf1b/l//TwNXAZsB/v1w/ZD/7v5OAGUBAQMcATj/rfs0/jP/LgJTBDQBNAET/Qn9TP7W/lgAEgERAmQCC/+h/aP/bf/qAZMAkwDG/1f9Uf7EAPsDgwF0Abz/x/7u/lb+i/9dABECdQDZ/2X+Nvxb/j8AdP5zAuIDA/4qAdb+zvxCAgsDtQSDAZf9UP9H/lcBVf+W/tkD2f+b/lH+Rv9g/tsBnABB/5sBmPy3/7P+1P/j/1IBbwEAANYBgv6LApYBoQCR/jz/i/+N/asABP1p/7z/fwBwAKb9lwCm/Yj9uP5t/7QBXwK5Aff/b/7T/On+Qf9+AeABOQGuAmUB4QCC/jX9R/4DAUMB8wFV/8b/y/+l/jgCi/98/6P/2f8k/xMA5P68/xsCjAFqAcf+IP4E/ZMAPgFbAQgBHQA/AEz+xPz+/RD/jgDt/7T9SQCrAF8CZgBIAZcAy/8V/+X9jAHHAaABC/9l/jD9Av+IAasA0AKIAX3+4f2n/Dz/dAHWAQYDeQE8/wL/jf2I/U4AYAGrBD0CVwGM/g79X/9OAPMBMwK5AVL9Av/D/c0AIgD8/9IAEP/o/7P+bf85/kMBUP85AY4A4/9wAIb/b/5D/i7/2v40AaD+UgHEAB8CDALW/tn/uP5mACIAugANAV0At/+l/sz+zP4hAWsAUwCo/1f9rv7z/oQAkAKkApsB8AB6AIQASQD3/5EBYAGlAfz/zP5TAJH+kwAOAJX/JgHG/+/9/v1V/0kAzAHz/qn+af/4/twA/P/C/sgAWABa//3+G/7H/hwBiQBB/6YAJwBD/ir+Qf+EAO0CTgDIAAL/av6EAPT9lgESAUICYP4C/9b+jf04AuH99QCR/j4BugBTAPkA2wE7BFX/tAHO/M//o/8p/5oCfgF5AeT+9P0J/eP/kP+lAVgA7v5k/yn/CQA1ABMETgC8Av/87/3j/8393wI4/0QEDgDaAv/8d/vw/H79pQWhAEwCyvut//n9l/01AHT+TgSTAOUBnfwJ/Wv9d/8BA+4BMQSC/ob/VPzB/6sAsQNZA+P/JwAJ/S7/+P6uAtcA5wMqAaYApf42/ML+ZgBjA/AAegCI/cf+r/3y/+AB0QHzAbP+JP9f/yn/MQDWAa4C3wI+/pL9+vzC/sH/4QC8Ag4AvwCO/O7+7v6uAm4CwQIBA379S/9U/I4Alv75AP0BLwEk/6P7uP5J/UgBcAAzAoMB4QDwAEH/EwC8/zoAx/4qAej/MQD5/e7+C//B/4kAIP69/sn8cABYADgCt/+MAUgBz/8f/6L8/QECAlMEAAATAMj9p/ya/0b/QgI8/wQABAB1ACcAAv8SAYQAyABOAP3+Kf94/kv/dAFqAeUBZgA4/wP+nP2g/uEAkALt/w0Bxv9L/0f+kv0L/wgBggKMAXQB3/4N/nr9Qf/WAa8BuQGwAPMBOP8e/LP+w/0GA/MB/gAQ/6z82f+X/T4Bwf8iABgAZgBQ/2/+3ACQ//MBSQBrAHUA2v4Q/wP+8v9pAikCvwB6AO/9Gv/y/38AFQNIAVIBpf6b/lH+egCDAXUAdQBV/8b/BP3G/9r+iAGwAGsAX/84/ykC5f34AYv/2wG6AO3/wf+9/hUDWgIsBFr/1/0j/CD+zAGlAdAC7f/j/xz9Sf3S/UH/5AIMAgICwf/z/hv+Wv8OAKUBTALWAcQAPv7C/sL+rf8sAMv/i//+AEb/6P/v/S7/tQDhAHAAff6g/l//JwDk/gwCJgH3As0AZP/S/V//SQCcAB8CtQChAH3+sv++/boAvP/IAIQA3/58/2T/wf9EAJcAff51ANb+1wBrAN7/SQAJAO3/GADL/8v/OQHgAdYBaf9p/4j9EgENAWYAyP0Q/3f/fwANAXD9DAKu/hADRACo/wkAL/5kAiT/yADC/gICoQAdAHf/T/ypAqX+lgHt/yIAnABy/8//wv49Atn/0QHD/a3/2f/5AIv/B/+wABwBLgKb/in/Ev5iAOYA0gBk/zoAOgDrAC/+5P6L/80AoAGb/rAAJP8SAUH/o//p/twAUgGmANn/a/08/7L/OQFp/28Bpf5iABX/kP96AFX/aQIp/1kD4QA5AQf/0f6lAan+LwFk/yIAuP7P/2v9bPwI/lH+oQDZ/wgBwv6y/2D+xv/mADMCAwEIAasAwf9qAV0AgwFa/zkBNP7cANz9Gv+hAD7+oAGX/SYBlv6GAnoAgv7j/xz9DALW/msAsv9p/8IB8AChACT/qf6B/2IAkwChAAQANQAQ/yn/X/+G/4v/9QDSALQB3AAu/yT/NP58/y7/LgI5ARYCegBL/x//g/0cAV0AaAPlAQAA4/9c/Qf/2v4IAcECBwIEAFH+Zv3p/qYAiQCqAbz/sABW/tT/vf4AAG8BqP/kAhL+iQDS/UQAzQAOAO4Bbf9SAWX+qP+C/sQAQf9EAAkA4/8+AQj+gwGX/ZcA2f+3/3kBG/5bAdn/QwFQ/wQAYAE6ABIBff6XAJMAxv/L/9b+t//P/wv/tQCa/wf/t//L/wgBLABiAOH9OP/B/5r/ZQEf/w4AKf+JACcAmv9YAO3/agEiAEv/vP8u/xX/o/9W/pYBNQAC/5r/A/4IAVMAsABrAJ7/kQHp/j8AAAAnAE0BQf8vAcL+sv9q/v3++QA1AMcBvP8cAcv/x/6u/hr/tQBVAogBhv9JABv+EP8z/3oAFgIfApEBKf9W/oz+RAA/AMIBWAA1AKj/w/14/n3+egCEAP4AAACEAGr+b/5G/1X/2wHEADQB3v9a/4H/nv+y/1gAUwDwAJwAVv7f/ob/SAGDAf4Axv8AAIL+Kv5p/63/rgI+AUMBEwAQ/wv/3/5wACEBEQLwAMv/uf1l/lH+/P8vAVMAEgF8/3L/x/4p/5r/8ACIAWUBegDp/uP/Kf8Q/7L/EwAvAdcAEwDt/3z/nABdAM0AkP9k/8H/oQCRAR0AWADu/mIAnv8Q//f/cv8TAPAAiQAAAO7+wv7j/8gAkQHy/2sAs/5k/8f+kf56AG3/wgFdANn/EP98/80AjgCcAPL/IgDP//z/wv4OAJMA0gC6AN7/OP9R/nT+pf4/ABwBCAG/AEb/rf/P/7L/CQCG/w0B7f+TAEH/UP/e/4H/iQCj/10AvP+OAAQABACy/2n/kP/W/hD/7v5dAE4ALwFwAAQA1P98/5X/m/5iAFMATQHe/2T/X/9y/+YAy/96AKYAXQCe/8f+pf6t/xgAcACOAJwAZgAYAPP+Gv/e/+3/JgEiAMgALAC3/9T/JP/G/5D/WAB/APAAOgCt/1X/s/6B/5X/yABrACoB8ABiAB0A7f+o/5r/fwAsAP4AZgBrACT/Wv/t/zoAGACG//z/BAAqAfL/8v9t/04A9QCe/3f/m/7B/zEA3ABEAHL/8v9a/3AAX/8xAGIA7f+mAHz/EwAu/+3/sv+a/wQAMQC/ALz/SQAz/+j/WADj/w4AX/+G/2sARAAEAPAAqP+hAEQAdQBbAboAOQFrAP4A4QBwAKEAnADhAIv/C/9G/zz/9QB1APAAlwDt/8H/B/9a/7f/NQC1ABwBbf8EAFv+z/+mAL8AeQGo/z8Ai//y/+7+t//o/9IAUwDu/kv/x/7NAJMAoQAEAF//kP+a/63/hv/SAEQA5gAAAEb/1P+G/xMArf9EACwASQB8/9T/jgDrAP4At/8AAB0A6wBiAIb/8v8TAJwANQDj/8H/tQAmAWUBAwGo/5X/4/9OAJcA4QAxAHoAmv8u/8z+b/5t/ycAegCJANn/+P5a/zP/qP+Q/6P/PwBYADoAOgDZ/zoAjgB6AAkAS/+o/+j/EwBTAAAA/P8dAGT/OP/Z/4b/3v8dAAQAiQDU/6P/JP8iAA4AZgBTAB0AegCj/x0At/8YAMH/xv9V/8//HQDo/4b/Wv+8/4H/LAAp/9T/o//j/x0At/8EAM//MQB3/xgAkP9TAM//mv81AGn/JwDP/0kAt//L/8v/8v+cAHAALAAJALf/2f+3/2YAlgHmAFcBBADo/4b/4/8TAIv/kwDZ/4QAGADL/0b/2f8/ALL/CQDB/+j/PwA/AOj/UwCy/8v/2f8OAOj/8v/P/63/xv9y/x0At/8JALz/6P8AALL/3v9Q/0b/sv+a/7f/JwCG/63/XQC6ANcAyABEACIASQAnAIQAdQC0AQMB8v9Q/1D/PwBdAHoAEwAAAA4AJwC8/4v/JP86AOj/9QC8/yn/BAD4/kkAbf8JAAQAUP/3/7L/4//j/4H/PwB8/04AYgDZ/zEAd//j/w4ApgC8/3z/ZgD3/z8A2f93/1MAz/8/ALL/ZP+L/xr/3v9t/+P/1P8/AH8A1P91AEkA6wDXABgAwf88/8b/lwC1AJcAkwBiABgAZP/4/sf+Lv8TAI4Asv9a/+T+3/7t/0QAlwA1AGIA6P8EAMv/H/+y/3L/sADSAEQA4/8H/wkALADNAHUAHQDhAF0Awf+JAAkA9/9Q/63/DgA6AG8Blf9OADP//P/U/0b/1P9f/10ALACmAFr/oP7f/in/sACrAEQAfwC3/+j/wf/o/1gAiQCXACcACQCj/63/1P/G/9n/vP+j/5X/OP8u/1D/wf81ACwA6P+e/8H/1P/t/8//1P/t/3z/y/+L/x//S/93/ywADgAiAIv/i/+a/6j/egBJAHoA6P91AMH/hv8YAAAAEgEdAHUANQATAAAA/f7P/xgA/gAIAaEAOgCV/6j/2f8iAH8ATgA/AIkAfP93/23/9//EAHAAMQCo/2T/lf/y/zEAdQB/AJMASQDe/7f/1P86AI4AUwBYAOj/cv+a/9/+Wv+3/zUAYgAxAPf/Gv98/0v/9/8TABMAJwBt/6j/1P/3/ywA/P/Z/ywArf+B/23/DgBEAFgAWACe/+j/af+y/+3/GACrACIAZgDt/8//7f/o/zoA2f9/AAkADgDy/w4ADgD8/zoAi//t/8//SQAEACwA6P98/w4Agf8EAGsAjgDSAHoAcABOADUASQA6ABgABADNADUAGAD8/1//z//B/zEAWACOALoAsAA/ACcAUwAYACIAAADo/6P/1P/Z/+P/IgAdAPf/gf+j/5D/AACJANIA5gATAAkAOP9L/97/4/+XAKYATgAiACIA1P8OAFgAPwC/ALoANQA/ALz/o/8EAK3/7f8iAM//9/81AF0AnABdAIQA6P/3/6j/X/8sAN7/TgAEANT/1P+B/5X/nv8dADoAJwD8/8b/lf/y/04AGABEAAAA9/8YAMH/BACy/8//8v+t/7z/qP+t/6P/BAAnADEA6P+y//L/t//y/0kAEwBJAF0A6P9mAHoALACcACIAegBOAAkAugAnAD8A9/9YAFgAAAA1AMv/UwATAF0ALADG/9T/2f8nAB0AcAD8//f/y/+8/+3/JwBmADEAXQAiAGYATgAxAFgANQAnAPL/EwDy/+P/y//P/ycADgAOAPL/BADy/w4ADgAnAD8ATgBrAOP/EwDe/wAAy//B/8//ZP8TAMv/9//t//f/8v/Z/wAAt/8iAK3/EwAEANn/xv9y/9n/1P96ACcAHQAOAKj/BACV/9n/wf+e/zEAAAATANn/z/9p/6P/4/+Q/4QAt/8AAPL/sv/t/1D/i/9f/5r/sv8YAB0AEwAiAJ7//P86AOP/SQB1ANT/UwAAAPL//P+a/ycA4/9mAGYACQD8/7z/vP+8/+j/PwAiAFgAOgCy//z/hv/e/8//AABOALz/9//U/1D/cv+8/7z/9/81ADoADgDe/8v/z//B/+3//P8YABgA/P8JANn/wf/3/+3/DgAdACIAHQBiAHoAt//G/4b/lf/G/3z/1P/3/5D/GADB/4H/wf+t/0kA9/8EANn/6P81ANT/3v8nADUAUwB6AGIAPwAEAE4ADgAsAEkA3v8dAPz/1P8EAB0A8v/j/7L/nv/e/8//2f8YAPL/PwAAAMv/6P9k/4H/7f8dAEQANQDP/63/i/+Q/5D/rf8dABMALAAYAOP/7f+j/8v/wf/j/04AHQAdADEA8v/B/6j/y//Z/w4ANQA/AF0AAAA/AM//qP+a/7L/CQDo/yIAAAAiAK3/y//U/8v/3v8AAB0APwBYAAQAYgAJAD8AUwA1AF0AJwAnAA4AGAAOACIA9//3/x0ABAAEAA4AIgDL/0kA4/8EAA4A3v86ALz/SQDe/2YAlf/NAHf/0gCR/vz6Fv5v/jAFlAcACEwCsfz1+BH22vrR/toGRAk2COoFC/tB9wb3wPeEABIFpwjQBh8C1P+N+dv5I/wY/cIB5wN1BKQCiQCQ/6z8MP0b/i/+EwDbAfcCVQLqAU4AMP36/Jf9YP7SAG4CywIfAgMBOP8r/cP9ff6B/5EBLgLRAbUAxv/R/vn95P5t/+j/AwE5AdcALACV/9/+5P4V/4b/WABwABwBnAATAAQAs/7u/kH/qP96AEQAxAAsANn/vP8f/3f/d/8sAEQAnACEAPf/MQBV/9n/NQDL/9wAYgAiAHAAi/86ABgATgCcADUAAAAf/7L/t//3/38ANQBYAAQAxv8AAPL/9/9dACwAPwDt/23/JwDP/3UARABdALUAcv8/AJD/2f9TAEQApgAxAFMA2f9p/3f/cv8TADoAJwCcANn/BADB/4b/RAC3/wkASQCj//L/BAATAEQAHQA6AKP/o/+Q/8v/MQDj/xgA6P/P/9T/ZP/P/wAAAAA6AN7/9//B/yIA2f/j/zoAy/8iAAAAJwA1AE4ACQAEADUA1P9dANn/IgAiALf/egDG/xMA7f+e/wAAnv8xACIAfwBrAFMAXQC8//z/rf8YAAAAegC6AA4AWADj/63/AAAJACcAegBEABgACQA/AAAA9/86APf/OgDZ/wkA4//L/wkAnv8JANn/JwDj/ycAEwDL/zoA3v9iANn/UwBTANT/ZgAYADEADgAiAB0A6P8JAN7/z//3/yIAMQA6AAkAOgDP/8b/GADB/z8A1P91AFMA3v+JAGn/NQDo/5X/UwAJAJMARABEAA4Alf/P/6P//P96AFMAawAdAAAAy/98/97/t//e/38ANQBwAGIA8v/P/1//xv9Q/97/HQAJAJwA4//3/wQAy//t/zoAPwAnADoAwf/o//f/AABmACwAOgAEAJD/1P/U/7z/LAD8/yIA9/8AAFgAz/8YAMb/3v/o/+j/8v/8/0kAAABwADEA9//G/7f/nv/o//f/SQA1AMv/OgCa/+j/3v8EACcAMQAsALz/qP+3/x0A/P86ADUA2f/B/1//mv+L/8b/LADo/10At/8iANT/bf9YAHL/EwATAEv/2f+3/8v/4/8xAPz/xv/3/4H/4/+a/9n/PwATADoA3v+j//L/d/+e/yIA4/8OADUAXQC8/8v/xv+j//f/y/9OAAkACQBOAMH/8v9t/7z/xv/3/z8A/P+hALf/LACt/3L/XQCa/38AZgA/AAkAxv+t/3z/NQDU/0QAUwD3/xgA7f+3/8v/BADt/x0A4/8JANn/vP/3/5r/vP+y/8b/BAAnAOj/6P8YAJD/RAB8/ycALAAEAJcAmv81AMb/1P/B/xMAlf9JAAkAvP81AGT/EwBQ/+3/sv/e/z8AqP9EALz/GABEABMAcAATAOP/1P8OACwA/P91AD8A/P86APz/AAAdAFMA/P8sAHoAJwAsAOj/wf8nACIAAACEAFMAUwDo//L/MQC8/2sABABdAEkAIgAJACcAUwDP/4QA3v8dAPz/7f8JAOj/BADj/+3/t//3/8H/CQC3/wQAHQCj/xgA2f/G/wAA6P/3/10ALAAOADUAxv8dAAAA4/8TAM//z//j//z/mv86ALz/rf9JAJ7/NQA6APL/UwAYALz/LADe/9T//P/L/xgAz/8TAAkA/P8EAA4AJwDB/0QA3v8iACwA4/9iANn/GAC8/x0AvP/o/+P/t/8/AGT/RACe/zEAIgDe/6YAy/8iANn/IgDU/8b/EwC3/wAAxv+8/97/sv8AALf/4//U/5D/8v+y/63/lf8xAGn/4//L/0v/HQCB/z8AvP/j/+3/qP/L/23/8v+B/+P/y/+Q/8H/lf93/4b/mv+a/8H/mv/P/5r/HQDL/5X/AADG/zoAt/9TAPL/BAAAAN7/9/+3/10A1P9wACIACQB1ALz/RAA6ACIAsAD3/78A9/9mAJcALADNAK3/jgD8/44AZgBwAH8AMQCXAMb/nAC3/zoAEwAYANwAy//cAN7/HQAxAMb/cADy/80A2f9YAAkAsv9JALL/RADB/80ARAAxAJwA2f9TAAkAGAAdADEAwf9iADEAvP9iAMH/CQAnAA4ALAATAPL/PwDo/8v/PwCV/wQA6P8AAO3//P/8/3f/RACa/7z/vP9f/8v/i/+y/9n/gf+Q/63/fP+j/23/mv93/3z/Wv+G/wf/rv6u/un+MQDB/3AAz//e/3z/B//H/jT+8v8iAPAACQDL/0b/B/9Q/2/+Qf9t/04AugDIANIAMQAnAK3/lf/P/97/lwDmAFIBDQF/AGIAZgAnADoADQHXAL0BoAFgAQ0BfwB6ANn/qwBJAMgATQFDAW8B+QCTAFMAcADy/2sAhACEAOEAegAxACIA3v+y/6P/IgDj/ywASQDo/+3/Qf+G/y7/nv9Q/57/DgCe/x0AZP/t/23/i//o/2T/IgDy/zUACQDG/+3/rf+V/2n/2f/o/8H/BAC8/wkA1P/U//L/lf8nAJD/AABiAAAAYgA/APz//P8nAMb/BAB6ADEAfwDNAGsAjgBwAAQAUwAsAEQAhADXAKEA5gBwACIAoQCB/10ACQAOAGIAOgB/ALf/DgDZ/ycArf9OAB0A2f9TAOj/UwAYAI4A9/+EAH8AXQCcAHAAzQBiAEQATgBwADEAIQEpAsECuwOjA2gDDgRaAtb+RP1Q+wz6Vvok+zb8yfx+/af8hvuC+jf7S/tJ/Q4AJgEiBCYFvwQTBGMDcwJuAgcC0AK8AoYClAMtA08DbgJOAO/9d/sh+Un4CvjE+G763vsr/Q3+kv1r/Wv9Zv0V/2IA5QFEBDEEcASjA8wBkQFOACEB+QDHAZsBwgHEADP/Ff/1/ET9gPzn/Jf9i/+3/wf/C/94/mv9MP0a/8L+1P+1APgBsADhAJMAMQC1BK0HigetB0sHJwSe/67+NP6M+kf+W/7hAKn+i/8O/aH5J/zs91z9uf04Ap8CGwI9BhAD/AJNAV0AOQFDAfYDlAP2AwYDMQCb/pj8ovwL+//8Vv7l/Zb+CP5h/Z38Hvwj/OL8Df7Z/0kAQwG5AbQBSAHgASoBlgEfAlIBggJqAdEBGACmAEb/h/7U/+n+dQDL/ycAy/8a/yT/YP5l/un+qP/e/10AxADP/wQABADB/7UA0gCWAW4CkALBAr0BPgG/ALz/wf+G/xD/8v/8/5X/t/9f/0z+6v1g/qn+cv96AMQA5gANAbf/hACu/s//d/9JABwBqwCzAnoAoAG8/0QAmv8OAOYA9/9mAJD//f7H/un+Uf5a/4H/9/9OAPf/AADB/1D/1P9TAPUAvQF9ArQBlgG1AAkAHQChAM0AfgGgAdIAkwAOANT/af+j/7L/AAAJALAAMQAEAAkAbf8p/8//gf/9/sv/yAAAAKYAiQAiANn/rf+Q/5X/iQAdAIkA6P9bAYv/t/+G/7L/1P/8/3oAxv96AFD/hv+z/tr+rv4C/yT/hv8f/zj/s/7p/mD+s/4Q/x//xv+e/4H/cv+B/+7+af8p/wQAxv+/AL8AAwGOAIkAnv9iAKsAlwAhAU0BoAENAbQBpgD1AI4AHQDcALkBOQG5AZYBEQLSAHQBvwC1AOsA0gCRAeEAiwK6AJsBDQE6AN7/4/+V/8//BADt/ycAGv+Q/6X+wv6M/tH+3/7W/jj/B/+z/lH+dP7h/a/9vv1h/Rv+zf35/Xr9jvyT/K37rftt+3f7Mvvk+n360vn0+Zb6Bvuj+zH80/yT/ET93P3S/aj/8v+TAJEBZAKoA9wE/AZ5Ce0LnA0pD9APjxAKEJAPkQ5XDa0LQgoxCO8FYgR+ASn///zy+9D6nvvj+8n8+vyc/SH9Yf1E/TX96v0S/pD/Lv/G/yn/TP7O/AD8gvqX+Tr52ffB9qT2lvX69M/z+PGs7x/u8+107azva/Aa8szxKfLb8WnycvMm9fv3Fvpc/Qv/+wcNFvUmdzFuNZ0yACo/IoIbbRgFGSMYIxRBC+4BNvih7BLk0N0/3+Xg0+cH7gj1r/n6+Nn3D/h+/WcEeg1XFnUe3SHAIQAd/BcEEYoMIQkiCGwIhgcTBHj+2fcN8XrsEOqn6+7tt/Jv9Wf4APj796r1mfPg8brwEfJn9Nj48/of+6j3+PFF62LnmuUB5iborOcr6AflZ+NP3k/eAu49Cvkr4ECvTXdGWTpCLOEiHyRBKQ8uxSnDHgkRjf2T62jZU87cykLMtNcW4YrvQvIS8XbrQeoV7mP3bAi9FxgmbS0wL5YsMSZbHygYqROqEkcT1xV9E/0OTwOo907s2uW95Tro+O3j8kv3GPhJ+Br3FvZa9lj4+vxyA3EIMgtwCUQEkPtz8vrrIOnU6rLq9ur75sXiqtzY1lPSHM9dzorNFtCC0CPeXfzUJTVIX1s/XWFNgj3SLyQtoTMAO9A9rjCOHR0Ec+n60tC/q7kguiLK/td/52nyLvLD7NTm8+mA86IILiATM54+iEBoOtktjR5VE2EJaAdeB1kMEA82DOEAU/Dy4Q7XhNZp3RDqjvhoA8kI3QgqBkICkf5G/4sC6Qq0EtQY2RhQE9QHL/ok7jbntOS+5CPmX+UG4pvcJ9Z5zwfMyMq8zLTPP9Ll07PUv9KI2233OSOdTEZob2/lYltO8jkgMFkyWDvcQIM40SMpC4DvxdWAwFK16LNfv0/NJN2p7fX0HfQQ7sPsOPK6APAVoiq7OtxAYTyTLlwedhBJBIv/EwCdBCII2Qfo/17zjuf83ePZ3N9E7Lz7awnuEg0W1hLNDfMGuwOZA7AI3A1vEvwTRg++BQ35nOym4y/gFuE+5MnnVuln5+jhWdp50x3OOMx90CXY4OAF50flzt5t1a7Ydu9LGCJEBmSHcDBmClS1P/Qz0zK7Nmo4+S8jIXEMRveg4PLIDrlOsFe1tcGu1OTpKPc0+iz0le407Q/45QkAHecuCTfXN4cweyUrGhkQKwlsBAIGFAjHCtMIUQJi+NvtGeeV5Svs7/VIAfoIwQvuCssGrAPEADoAIwNbBiEJagoDCmIEV/3s847rnuaN5JDlBuYf5k7j8d5u2KrT3dGo0YzUv9Zo2XfZZtfe1TbaO+9qDlAxi0oCVypWmUvoQn09AkKeR7lJvEIKMjUeKAc48lXdys1YxXjDi8gV0WTdw+Sj5mzjueB142LrqfouC5caMySvJwMnzSIlH1IaDBfiFMUU4BYuF9IVkA8BB1r7/vB761DqjO008Yj1APhw+Vz55fmz+lX7g/04/+0CyAUnCPUI0QWEABz5UPLb7TrsmOu86pvpo+aT4+HfJN3I2/Dae9pF2jrbEtzT3pjj1u3I/a0PQSAXK8MvOTCvL7cxMTceP49Ds0EROWYrchzmDT0CBPnB8lHt1uiF5sHlN+YV5vTkjuM05Hbn8+309YP9BgNmBcMFKgaKBzkKJQ4TEd8TYhVXFsMWZRYfEz4O5QlvBX0Ccv8E/UL6wfas87XwOvAJ8KHwfvEp8qfzUfb5+U/8dP6p/p38Ffuz+pr6R/pr+eT2tvNl8fLusu6V7rzuhu5H7WDtfe287jrwF/Ey8wH35/zJBJMMrhPbFlAYnhhxGW4bCh0NH5cetB5jHKEaDBdEEZULGAR3/1r7hvse/Fj8Y/tZ9+fzI+8l7avsn+7Q8mj3Jv3lAa8FvQZ8B+AFUgVzBncH2gr1DDQOnQyCCkEHLQOV//L7Kfsb+gv7e/zJ/PX8G/o7+JL14fRH9t73Gvt7/Bj9wfuB+yT7qPuy+x/73/rE+GL4/PZZ91n3Xvf39tr2BfgY+D368/r7+6L8MP2C/uj/1QJmBcoHdghOCIkIOwiiCFIJcwpuCukKhwrDCf8IXwbhBBADJAJgAa8BWwHEAAQAeP5D/n79jP6g/jP/BAA0AYsCNwPwBP8EUgUrBYMFiAUcBQAEvALRAYkADgC4/kf+iP1U/AD8d/t3++j7z/sy+1D7EPte+7r8eP73/zoAAABa/3z/S/8OAB0AUP8v/kD87vo0+jT6kvmw+Nn3LPgh+Z/6RfyD/X3+Kf/3/2UBigPWBRUHPAf3BsMF0wQABEoDhQPdA48DdwMVA6UBqP/N/Z38LPyX/Xj+nv8EAJ7/Lv9l/ir+0v2g/hX/5gDzAd0DMAXlBXIHMgefBvUEegReA08DaAOxA3cDOAJNAUb/L/5i/F776fr8+kb7GfyO/Kf8If06/Tn+YP5V//z/ZgCJAFMACAFJAGIAnv/k/v79P/1E/bH8Zv3O/MT8O/xA/LH8GP1g/t/+EwC1AFcBKQKaAnID8QMnBB0EdwO3AkICwgFlAU0BiAHRAS8BOgDf/vn9df20/UP+0f7R/oz+Ev7D/Tn+A/69/pv+m/5Q/wAASAGLAgoESQSJBCcEngNOBMADDgRTBA4EngMjAzMC6wAdAFv+Ov2i/EX86/w//U39HP37+1X7x/o8+yP8GP3I/Rv+Kv70/SD+Uf4p/9b+B/9p/8b/hADSAL8ADgCQ//3+kP/3/zkBLgKCAl8CpQFlAdIAEgHrAD4B3AChAHUAEwBEACIA8v9p/3L/5P4f/1X/vP+JAGYAvwAnAM//S/8V/xD/B//9/kz+vf5M/v3+y/96AFsBPgG5Ae4BBwI9AvcCBgNGA3IDVAMjA+0CfQLRAeYA8v8a/6n+gv54/qn+av5W/rn9P/2s/I78ifz//GH9iP3h/df9vv3N/bT9fv3N/TT+Av9t/w4AGAAsANn/xv8YALUAOAJUA3AETgQKBDID8wFqARwBTQFvAVsBKgG6AE4ACQBa/9H+Kv7l/TT++P4JAGYAhADy/0v/wv4g/lb+qf5V//z/kwBXATkBgwEcAWsACQAOAMgAWwFkAlUCGwJlAXAAawBwAGIAkwDrAGYAWADo/0v/cv9y/4v/6P81AEQAZgDB/3L/Ff/u/vj+uP6C/vT99P2+/Sr+4f2r/Wv9Tf3v/Rb+wv64/uT+8/7u/pr/hADRAW4CnwJkAkICfQJaAn0CZAJRAikCvQHMAb0BdAHwACwAcv9B/yn/lf9p/1///f4v/lb+6v0I/kP+s/7H/m3/9/9EALAALAA6APL/GACEADQBmwGWAZsBugCEAD8AHQBTAGsAqwCmAIkANQAnAB0Arf+e/7L/AAAsAI4A3AB/AGYAxv93/9H+Zf5l/i/+kf6W/sz+Kf/z/rj+NP70/Uf+h/4H/zj/fP+j/6P/lf8EAF0AdQDcAC8BuQEMAi4CWgI9AhYC7gHMAe4B+AEHAogBNAG/AEkAz/9t/zj/0f7W/lH+av5D/nj+gv5g/sf+x/5a/3L/9/8YABMAPwAJAH8AawCXAJwAnAB1ADEAfwBYAKsAoQCXAHUAXQBrAFgAsABwAJwAfwB1ALoAiQBEAAQAo//z/u7+1v5g/mr+rv6z/gL/d/84/0H/Lv/a/tb+vf7f/sL+JP9a/4v/3v/j/x0ABAAEAAkAnADNAA0BgwFDAaUBkQG9AaABfgF+ASYBHAHEABIB9QDXAFMAsv9p//j+Qf/R/jP/UP8k/xr/EP9a/zz/hv9f/6j/vP8YABgAPwDo/4v/mv8u/3L/ZP+3/6P/9/+8/+P/EwDo/2YAPwDNAOsADQE0ASEB8ADrABcB9QDwANIAsAAdAOP/o/9y/4v/vP/U/+P/sv9f/9/+YP4b/ur9Uf6H/vj+bf+o/6j/bf9Q/zP/mv8/APAAOQG5Ab0BoAHbAYMBagEvAU0BdAFqAeAB7gF+ARIBYgDB/4H/X/+B/+3/CQDG/8v/ZP8k/wL/EP9p/5r/LABrAJMA0gChAE4A8v9k/wf/Rv9k/7f/8v+3/3z/Rv9G/1X/vP8EAD8AsAB1AHAAawB6AHUAdQDEAKEAyAChAKsAkwBYAFgAJwAEAEkARADj/97/OP/C/nT+TP6R/sz+Lv9f/4v/UP8f/xr/JP9p//f/ZgCOANcA8AD+AAMB8ADcAOYA5gAmAW8BWwF5AVIB6wB/ACcADgD3/xMA/P8JADUA1P/Z/23/UP9f/4b/IgBYAPAA4QASAdIAWAAAANn/t//G/xgA4/8EAG3/af9B/x//M/9t/8H/o//y/+j/xv/j/8v/IgAdAHf/ZgCwAJcAZgDSALkBTQGMAWUBAwEmAXz/d/80/l//lf8EAIsC9gMMAu37qPti+Af2ZPb4+nv8m/4S/ov7OvmB97b3IviJ/JH+0QEMAgAEdAEpAiMDPAPRAZQDjgR9AlcBBwJ+BVIFmQtsDFMI3wIu/6v4VvZI+Tv8Vf+9Abf/O/yw+Pb3R/pA/OwDdAXpBtoGowfe/zEAbQeeB1EKtQjyCwwCG/5S/XH4/v23/w0F0ALGAuj/R/oQ+6T6dP5/AE4EjgS1AOEAg/2X+Ur8vv01/Sn7EwAU/H/4zvgw+WD6sPgh/an6FPyQ+9X6t/u//EP+1v4u/z4B/f4z/9wAegCjAyMDSwf9AYwG3wKmABkDTgCJBC7/jQUf//gB2f/e/8//av7GArT9EgGm/UICt/tvAYP9pgDU/23/XgNP/AQFgfv7A6oBagXZA9T/DQXP+54Dq/3nA7QBiAGXBd/+WARw/fED1v7PA4QA/v2WART88ADz+jgCyfxKAzj/LAAa/4D8cAC6/GUBFfs9Ag79yACS/YL+nv/R/iEBcv89Aj/9xwGM/lUChv+vAVECmwFCAn8ANAFiANYB9/9CAjj/iwJa/wwC+P7hAJUCTgBtA1b+OQXN/UoDo//9/sIBO/xSAdL5kALc/XoApf47/N8CaPsCArf73AAk/7f/1QII/hYCHP1SAd38X/8NAVr/bgIl/qEAoQB6AGsA//yXAJf9lwDrAJv+zAEY/QwCwfuqAbP+zvyo/577VwHP+4gB9vsf/xv+Gv9mAIL+EQKb/sADEwCsA3j+lAO6ACIAPQLu/uYEq/3OBBX/EAPRAff/wAO4/kMFS/+FAzkB6wB5Ae7+cwI4/xwBjP46ADz/i//5AL3+/f7Y/Iz+m/79/uT++f2H/ir+OP/y/0H/Wv9E/QT9Zv2N/dr+APzD/e7+Rv8H/yH9/v2X/Yv/9P29/t/+df2a/5D/7f/h/SX+zf1g/o4A/gC0AQkAugCmAGoBaQI5AdoCVwHyAssCHwJGA1UCeQX2A7oECwP8ApkDlQLhBNACBQRuAuQC+wMjA3AEeAJ9AuABdAHCATQBpQFmAFMAKf/R/rL/of3a/iD+BfxK/G37SvxF/FT8XvtD+cL66/id+PX4SPkQ+wT5ZfpF+NL5h/rq+bz7p/iO/Mf6tvy5/Q79ugBq/iQCwf/oApkDvAIqBrsDpAYSBboIowffBkQJMgeDCSIIRwpcCXUJrwkUCAkJBQjmCMoHJwgPCK0H2wU+BRcF9gPdA2gDhQOvAdUCiQCj/7j+3P2N/WP7gPzv+SX68PiE+K33lfY890T0vvWP86nyhvJv8dry+PE881/yxvJk8lXyhfN98mX1q/RH9sr3nfiB+7P6pf6N/ej/wgEZA7QFvgXpCnUJlw0lDlQQFxK0Ek0WVBRlFo8U9RVUFOMT1RPiEGgQAw5hDZULEAsmCR8HvgUdBJUCfwD8/wL/fv0Y/Z771frI+Y749vdk9i72CPWm9PHzgPNz8gjxtfCd72Pvwe6Q7gLuGu687mnumu6j7nzule6Q7orvdu868Ovw4PHQ8tf0Xvdh+bT9ugDwBOwHzgx8D4gSHBbxGKQbJx3kH+QfMiE9IBAgKx42HccbThnaF+wU0RIuDyYNzQkoBzEEpQEnAH79k/yC+kj5cvda9mH1dvNF86/xW/Gm8KHwzfCX8LXw4u/O75Xu4+4p7lvtJe0m7ETsZ+t26w/r2ere6vbqAOuF6xPskuwC7uzvI/NL95P8TgCbBWYJ0g0cEnkWNRrCGx0eZh6uH+kflSApIG8fWx+SHskdRhy+Gh0ZYRaQE8sPKAycCZAG5wM5Aff/V/26/M/74Pmc+Qr4d/cb9qX1HPXF84/zePLl8dLwyPBO8I/vrO937gfuuewd7Pbqgum+6ITnMecU59nmMuap5anlaeUa5gnok+sh8Wn2yfxgAX0Ghgv7EAMWmBkmHukfyCLMI0sk2yOSIrEheB+rHjIcQhvdGa4XehUsEdcNjQkLBzsEVQJ+AeP/lf++/ev8svuW+sj5g/l5+SH5dPn5+WD6DPoR+ub43vfn9+T2DPYr9Sf08/Fx79btLOsf6uDoCeiU5rjlIOXE4yLj0OFS4MXeKuBD5F/q0vDP90n9AgLsBw0OvBPnGPAdbCHWI7ck2iQuJMMi9iEuIKYeKRxrGqgYHBaQEwcPXwupBhADUwAp/3j+nP2g/iD+ev3D/XX9Yf1h/Wb91/3D/e7+lf8sAMgAhAAiAJD/sv+z/nD9Bfwh+er12vIJ8APtt+pm6LLmFuX140njUOEX4Dfex9zi2sTaLd6O4xTrr/EU+E39HgMgCt0QRxdaHJUgSCPBJPwkOCTSIuwhiyCNHnIcxBkGGEkVahINDvAIeQVlAWT/V/17/Nn78vuN/QT9uf2+/WD+B//U/7oAKgGQAvwCRARYBH8EbwWgBS4GBwY+BUEDJgHc/db5kvWv8YbuI+sR6WPmb+Q34hvh097020Xa/tcO107Wrdn83Qzl9etk8ub4h/7VBo0NPxWlGjgghyM8JcolGSV4JFgi4iEbH4AdCRryF/oVRBFbDvUIugQXAQf/Pv7n/Mn8LPw//df9dP53/97/FwH9AZoCzwNdBCEFXwb3BtkHrQdxCN0IXQhFCGkGwAN/ADb8yvfy8nfuRevY527lAOP44MreUdyG2frWitUg1ODTBdY12wviNOnA7+n2ovw7BE8MnxP6GVsfhiSxJYkmOiZjJb0jXSIUIXsdtBpQGOsVQxISDhcJuwPP/0X8C/tp+qn6/Pqd/Pn9gv4YAGUBCwOsAz4FtAVfBlAH6AeiCOsIKwm+CS8KRwobCokIggYZAxr/Fvoc9azvT+uE51LkFOKm3yPe3Nuj2bXW5NQE0wrSDdNm1+jdAuU17GTy4fht/9kHlQ+MF6wdUiMIJ5InFigmJwAmESRrIlAgHh0cGi0YdhReEOgL0QVvAXX9o/uk+iD66vkf+w79Yf3M/pwAeALnA0gFhwZjB14H5ghrCQQJJgnwCMMJYQk5Cn4J3gevBdsB6v1/+IXzUO6u6eTlyuL038vdA9xk2U3XENV504nSydId1pLbaOJl6eLvm/W8+0oDtwv8E+AabCHdJfgnpCiuKE0nSiVIIxQhdR44G8UYphVDEiENzgisA6P/XP1L+xD7IPoq+iT7ovxE/Zv+WwE9AsUD/QWzBpQHHQidCOsIXQi1CPUIiQgcCX8I3gd0BaQCfP94+q/1q/CF62fnTeS54DrfJdx22vrWENV+05jSudPF1c3boOD06FDuF/Wk+lIBoQl1ETAauB9PJfAmuCgQKRYocCZLJHAiEh/4G3EZKxaMElsOVwm1BO3/BP13+wP66vk4+mn6gfv1/FH+dQApAl4DTQXaBs8H2AgmCRcJnQjrCGsJ+ghrCbUIWAhRBoUDawB8+4L2KvFE7A7of+PR4F7eV9sL2anUktPbz9zSWNLB0PrWSd8E6FLsj/di/FcFxgsiFT4flSRSK2kshS4fLUouSSo5J2UjUh7CG7gXuRLvDZMICgTu/uX5OvmA83X0+/ON9SX2N/cy+5H6fwDcAMoD5QUBB0wKPAtdDPIL4wvsDL8MRQxnDGoKSAn5BU8DQ/6d+N3zbu406dzjeeA+3PfZp9bG1BnR/s4Nz3XSV9fT2iHgaOZT8P/4lgGKB7ANEBRFHUUlWCqRLDItYy2/Km4o9yRsIfscShmYFU8QggqzBoICg/3s9470gfJI8drybfMz9mT2tfgx/AP+FgIGA70GJwiSCWwMHQ05DmoOVg4SDqYNlw31DMoLRAl1BCoBz/tM9nDwtut95cLgLt3Z2T/XedMx0mvOp834z/vV+tpF3g7jiOxp9iYB8AgXDtoTCRraJE0r9S7OLg4vyi37KRIndSK0HroZiBaREjQKVgbhAAj+U/gZ82vwEO5d8PTwQ/UJ9BH2XPm6/BcBFgI5BW0H9AmTDNEOFQ+jDxkQbBBaDxsOCA7SDYELvQZ0Aaz88vYq8bHr0eQY32zaW9he1XvRCc5Wy6HKUs/+1zTcxt0G4v3tWvv3BqAOJRK5FnQfuiq3MWwy1DEPMqEvyCvFJWchchzVF1oTBQyXBSn/uvzS+YHyVu0a6jXslu1T8Pzy4/JR9jr5wf8RAvcCGgfkCgoM4gztDyUSsBFhEesRSw9qDmUOXw/QCokEEP/w+Gjzve2v6OXgp9rT1urT99AKzQDJUMjqysDVjNzA3tffBOiS+c8H8xI/FTIYjR7TKrw1CTeWNBMzQDIYL6koCCPjHAIX/RKKDF0EXfwc+TH45/P666znkuh2697uDPIQ89/yqfZM/uQCXgOYBIMJOww/DVkQkhElEvkRkBM+Eq4OQw4qDuIMFga9/pn3vfGC7cnnWuGu2H3Ut9Duz8fLusUxxRXM59qv4JbgOeAP6/j+cRAqGwwbAxuwIoExFzzsOp42STMKMmMtmycQIIcXXxN5DlgI2Pyh9HLzuvQY8K7po+Yl5eTp2e4u9lf10PLc+Cn/IQX0BfoIfQpbCg8QhBEqElMRAxKUFAYQwg7UCwwK8QegAbj6f/CO61DmXuLM3C3VSM9MyzrKdcb2xGbKQNqI5AflyuJ96Q3+dBKEIrck0CDXIk8uQT5HQQQ8WjWDL6or4yS4H1cW5A7SCZ0EvPs771zsZO7f7e7pJuhQ5gDnhevb9Vv6WPj4+mT/ugQWBqkK+Q2jC8gNbBBmEd4P7Q+qEkYPZg3bCdsF8gJv/uH4U/BC6RTiQd332ePVnM67yYDF78L/xfPULOfe6r7oyefS9JEK1CD8LCcqoSaBKV422D+SQPE6/zKXK80iHxwtFHUNvQbyAmf8ye905KvjwepW7eXxv+vy5dHk7e7u/nID7AN8/z4BLgJgCuwQhw4uDysNfQ6cDd0M0g2sDGoOrwmVAp777/U69DnxR+3m43jYatNo0e7PBM4Dx0jC2cQs2t/t4fQ58SzwX//LExEs6zNFMqgtqDFcPEY+DD3gNJMumii0HsET0AZiACz8Ov039zDob9zZ2ZrhQOtz9vPxtuud57jxGwJMCp0QeApyB30GvwzHDpEOAhNxEDsQyQyJCLoEtAWjC+UJNAFE9Fbpd+b/567pK+Ri1tLOgchsyUPL2seuxxnR+ej89iT7tPl9/pQQPid3Opc8lDbIM3k4Zz/ZPkg43yw4JJsbQxLuBpf56fFj7yf0Je3h373UWdXi3lfs2fu9+oHygu3I+ZgI7BR+GiYWVg4lCvIPrQ/GD3YQExFBD0AIDAIr/Vb+0AJyAwD8G+1L3bfZfdzz4HveqNXHywzD5cKawwXJa9eg8bsDwwV1AD0CBBF0K/9DHE3HRZw33DP8NZA5CDiGMU8lMhSNBe/5f/Cz6UzpM+7T58zcP9IL0bnXjOnHAdUGJwAc9cn4pgTOFfwkWCIAGRsOygsQC08MfQ4CD84QmAgg/tf0GvJQ99j8A/4p7qza6s8M0O/XqtzS237PPMTJvQe/qsvZ5hsGLRTwETAJ4Am1Ges3sVCtV0xORz1pMVcr4CuzLJUodB81DeP3LOd93AjcjOWH7QXnBNdizgnOdt4E+VcNYBKTCJ8C/QETDbcctiXSJqsesRSwCNEBgwEKBK0LDg36BG/1Duin54js3fNe863miNcazEDNMNNl2ObW5s4ayPfDHc5C6fcGhBmFHUcbBxv5Irc1C0epUkJSEUo9PWMpbRz5FjMXXRURCr/4ROPU0YTOh9i/49XlDeAm21LX1+Nz+pEOwBgLGBcWBhB5FuQb7SBvI28f4RkcCX8AbPhf9hb+nACL/9bxqObq4L/fW+Wd45zfjNjQ0EbRhdE500zQesqtzPTTvO7NCXsZ2B2yHKwl6i8JQJBKWEz7S3RFIEH+M/IgwxEyB/wGUwCY9CDlJ9KVzIjPt9n73p/dOOGy4Tju2/loCwYcVx6DIwIg+B/cHh4haCVlH78Zbw4pAhb2x+3N8JvxUvXn75rl/96d1gbZD9bS1/XW59El1OrPQdFAzRPOMNNi4wAE8heaJIwjaCWFLtw7aU4IUvBQpkgOQBM3fie/GQ8INQAf+yHxJ+dT1v/Jwsdqz3HaYNzC4AbitOiN+dQHiBrDIiYneyVTJsYoLSX/JtghdxwSEvsHpf618DPu+ey/61rqDeQU3v/SeNCbz9vPbNKTznjQDc/Rz5fOLc3r0p/h0gBLHPAqYy3uLOEzPD7DTc1V2VN4TnVE9Tt/KvcX7AdL+xX3mu5W5dPWp8m3xIvITdO/1qvbC+Jy6mH5oQk9Gwck/yaTKoQqdCtOKmkoriTjHKAWaAu4/rfyW+2X7CTqHOiL4e7Ye9E9zHrK98j3yD7L7ssUzS7MVssCzEbVp+v6CFIjGC92Mho1IzpmRIFPpVY5VlJRlklsO8soexR6BDj6LPRc7G/gNdN9x8bDJMg40OzVt9k44WTu/f4qDkkV2hvYJXoqUCkJJqonzCefJI4Zrg7lCRYC4Pk47mzvNu+c6KjdVNEazP/FPsuWy+bKdcqvy5HPJMwuzLfQMOR1AGsawCkLLYkuCTO+POdHyUzeS2lKsUetQhc0RiBZDMv/UPuE9PjtVOLZ1QTOuMst0bjUqdih36TpZPaqAbILsBEZFKwZ1h+/IjoihhzhGZoX4RXnEP0F+Pq18FPwlvE68NTqTeTj3X7XtdZM2CvbW9xD4ArjJuQi45Lk5Omr9NAGQBCmFSMY+hmxHU0jVCmfKMwnqyYNJ34nGCLBFyYNXgcyA+T+1foz9rDwx+057efrc+lH6YLt4vMH+gP+BwJJBOMHBQxMDikPvg1oCwkJJQpICYYHuwMu/zb82/l390j1xPTa8o/zN/Ov9YHyEfKN9an2/fX69H32Be8t7wXvhvKO+N77kf6wACoBRAAxBHAJVg7mDbUREROKFMgRrQ+5DYcKKgotB8EG7gHH/vL7cfz0/QD8Kfsx+Hb4Nvy8/wQFWwZZB1gI3gc7COwHLwpXCd8GUwQ+BUcCOP/w/Jf5Uvko98b2kvVv9Vj0Ufb7833yxvIo75bx3fO19HbzI/N58XnxhPQj9xv+KQJuBn8IhAjQChoLtgxgDioS0BNHE6sR0g3aCn8IswZ1BFECQf/K+2P7BP2D/fX8Xvt++WX6jf0SAXoEfQb3BjMG+wesCFMItwdpBlwFAQOEBPUACP5H+jX5mvqa9jv4NvS+9ZTzpfGE8K3uP/Cp7RDzI+8+8X/wLPDw8BDztPlM/tMIzQlWDgQNqg6jD3URBhRbEuEV4xP7FAEQRQwkB48DMwJv/kz+d/uk+qv4iPnc+Jn3afbu9hX7Df4QA3QFfAd4BvwGUwh5Ca4KGwokC+sIHwd7A2UBZv29+iX6qvmc+cX3ZfXM7Trs7+hA6wDreOlW6b/n1OqZ6tvtNOlV7gL20QFcDbcPDBNqElMVdhnyHAscdh1SHmQgax67GOcQvglIBdwAPP+G+4H3HfSw9GPzsvIk8nrw6/CU8wf6QwENBR8HgwlNCVEKNgxyCyAKlwlgCmML+wdVAhL+NPqU93j2wfJF7wDrNuf75iHkIt973jDfjNwf3djexuHx5kfy7gHzDn0X7xrjHOQfeyWNKz8v5S/3MQIxsyx+I5YW6AvoAmX+4Pl59VnvhuoS6FzkC+Im4KThxuWW7QT5lQKsCNcNqxHMEuIQgQ98D7wPJRIyFEgSIQkRAjX9TPar8HbrV+iO45vgQd2b2PPUKs90y+7Ht8jTzV3ape1fAs4VFCFEJskmUCmpMFI4YUBFR1xJs0UmPCkt9Rk1Cb3+l/kH9mXxVOtO4zTcvtcc0yjR99Tk3IDrY/tOCFYO8g/oD5sOjhHxFMEX9Br1HRMe7hdDDlkDLPhx7wbqmebW4F3acdbbzxXIgMA5uum2Gbhuw5/Yu/M0DiMhsikHLKcuBzXtPjJHEU63UzVVw01NPPYlUQ6C/iX2ffKJ8IrrleVY31rZjdPHzzPQlth/58/3IAaQDwkRjQ23C2wM2w5SEgYYSxxBHJgZDRIHBuv4Ru5d5+Li097H2IDRX8h9v9S3IbGvrRO1k8nm59sJuCOPMvg0hTbPOuBAwkm7T6tV1lauUkVDxSm+DWr1VunI5OPmHefZ4hXdCdf10m/P1NGO2lDqeP51EWofoiGWG0cTcg8jEF0RahaeGIEYVBSeCwkAwe5Z4jrbK9dY1jDT/MyZxJC7cbShrPeq07TAzeLzyRkxN2xDV0RyQrZDpUm7T31Wy1udXVlUQj31Hd77LuGb0yLSMNeB2fnXfdQu0BXMWsyN0wTfOPIvCvEh8jGMNIwsUyK5GswWshj5GjIc4xgvEpUGK/WU4lLTkcvfx4LHccXewMO5a7HvqIWjF6nHvkflExFjNt5LfFPSUVlPbFAqUjNXGF1AYaZdTUlzKF0EjuNFzfzDjcbky3rOF8/jzPXJascRzFDZrOvfAmcdRzVXQBo+YDRZKT0g8hxwHkcf8hx0FjsM2Pzg6ATXxMmSwtnAOL9KvD62ma+zpSCdyZ8RsjnYKAdnMlBPdFpVW9VX6VYkV/JXwVtLYPleuU22LpcJEeVAybe7qbuNwh7J3c0YztLKfMh3zAHZsuq0AaQbeDVbRTNGuTzdLoMjFB2QHGgcHxilEkcKNf2265DZJMwtxF3B9cEGwFa6j7Moq8ehNp+urhPSggI0MKdQW1+5XkBYQVOtU0JS1FMnWSFao0uXK4EHReLKxDC1YbVgvivGcM660m/TBdJc0zrfevDLBrIgrjnKSw1N/UGzMDMgOxVsEBgR0Q60CakC7vbI6K7YYMtbw0DBmsONwgHAH7uUs72p/aV6tUfY8AjmN01aKGliZXlaSFFYTLtHokfcTEdOYUDyIIH7xNa6uW6qpqxwuTDGsdFt2Xfd7tzD35DqHvxIEuMp2UJKVMNV00deMh4dKw2+BRwF8QMJAJf58e9O4+7UGcmEwZTA1cO/xRrEKb/3t++tFqpDuu3hYhWiQ5lk2HK3bLFcolDzSTNChD/UQjpELjVKFBnvsckCrnqfNqPeswDFyNNM3BPj2uWq6H/0ywY7HRw02UtZXG5bqEt2MisaGQgv/gr8s/oc+Wv0ger23srR5cZCvxrA5cb1yRTJrsPau2Kwpa1nwVzsGSECTkluM3lXb4BcF00oQ5k6HDiKOqI7kSwUDDfma8IgqZmav58ts+THwtgT45zsY+8p8gT97g6xJU47r1GaX55cDEolLBMRhfwf8l3wLPDa8hjwjegB3j/S5Mduv8XAJsYfzCnM4MbGv/az87bB0JwAkjPfWx13J3uwbj9ZR0qzPewyRzBWMLYueRq++UjX3bjno1SavqSsuFrMNNx46f/0tPkiAGIMex1HMJNDx1bgXkZXq0AUIckEZPKb6Q/nfuge65vpSeNE2+fRZcfswBvDdsnizVDMvsahvTi3jcKe5qIZPEcsapd7EHmzZ4FTh0WON7ItcyhhJ5IeBwYf5sjGcq9inzKeCK3iwPrSM+HJ76T6TQEGC88Y3CogPS1P2lvhXTBR0jNkE1f5IOkC4bng7+Qo5lPjN97013TPN8idxajIuc+J0h3OOceOvSW6ZMx0+dUsG1YDdPx95XPwXXpMpD2NL+YmkiIpIIgSk/iS11W7l6jDnJGh47PZyNfXweVf9hcBzwuyGHMoKzhpRrtUkVpfV7pEyiVuBvzuy+Hd2jTcut9z4fTfQd1a2QrSEsvRx7XKas/Rz+TLY8QovLHAv99JEVtBdWZhe/l7CGsfV/JGajhwK10ikx0XFsoDfOboyEyyPKLMnGen7buC0JvgUvE0/rIHDBMkIJEw1D7qTRdW51ghUQg4ZBfK94zlENna2BDd/94I4FrdGt2T1izSWsx7yUnOe9Gw0kjLc8P7vNXHb/G1IoFPB3DSf7x5LmQaUzNCQDJFJa0cMhhZDIX3kNmOwWKwtKB5oIit9MIV1crmV/nmBOMPsxs+Ky4510QXTWJQRFGXRKMpBgsi8Pbe8dUI2Gndcd7K3gfdEN332XjUyM7RyxLP581Dy37G4b2ewD7coQ3lPP1janxjflJvv1n4SUY62izZIF4YiRGwAJ/l0spTudupNKHJp2a5Ac2Z3j3yoAFUDLsYXSZfNXxCOEqJTN5LH0bmM1sXLfuh46LWLtQl2GndUN2B3UvdGd5b3N3WidIhz6LNfMgZxT2/SrxH0Fv6OisTVVZ0/3/TdrRiFFCuQbYyfCS6GVcSEQZU74LUysAbskamB6YLs4HEztZL6sn8Dg3JGWsmnDPDQDJH0EZRRco+ezLPHPEDtutA2gfU29NF2oHde94a3XLdlN4x2vrWu9GxzS7IbcQLwMq8lM3z8Qcg90rxbR1/03pman9V4EVJN+smWBmAEPMGmvJ82ULHorgeq52nIbGOwXTTBubr+AUMeBsYJh4y+z7dQ+BAjD0YN84qtRlhBRzx6uD+19nVjtqh3xbhyt7Y3k7fl9v019zSUs8/xsDA8rufuxfPefE5H2tI0WtQfXZ6J25bWmNLzzpLKQYcjxDwBF7vT9oOyqW6ha/KqwS1EMTD08rmZvliDDAaLSXxMv87RT8dO9o1iy0uIAYQqf4/8E/i3tkZ2nbetuJE48vhReLu4MfcrNa20eDLN8SAvI+4uMPg17j6diVvTUJsJncJd15pmlu2S2o4EivCG/IP9fzl6CPai8ievPGzCLaxwPjLst3c8FUC1g6KGPMjkSwOM5cz5y77Kc0e/hH/BI74NO224mbfkeAW5bDnQeYg5Szjtd+K2pXU28+PyanDyb1ywGrPuOV7CC0tG1L8aFBxkHAjZblaSkfANhEo1BjSCav0g+Qz1FbHvr6WuhfCH8we2izrNvxdDIAUERtKITcltiVIIxAgZxmyD28F7vpS8czpteNy4irlR+kf6lzo8eZo4szcMNc80abK4sWdwcXEDNDJ4xYCGiA0QWhY3WVEakZkQ16eT3hBYzLnIUoUmv+y7hXdXs3XxmfBTMep0Abe3u7z+pMIhg8WE48UPRO/FUkVRRQXEvoMwQZY/FTzUuwn5/zlLebW6HXs1+xj6gflquBO2yvT3c1by9/H6sqP1Y/mOP+FGNczdUgBWKBeKFyXWfZPA0UFN8ApgRyhCTj6Mevk3H7TP86F0QvZJ+PD8Mf6GQPVBrsHXQgaB9oGPQZLB+gHjQVMArn9gvZn79Tqx+ls63Ttu+9m8K7tS+ri4vfd2Nqz1OHSXc7P0SXYtOSS+fsLKCVKNgJGdlD4UsZX11EiTOtEezYyKcUULAR69Cbkvdw81fDW4trf4SDtv/T5/TkBFQNcBagDxgJbAfP+dP5n/Av7P/lv9dDymO/U7jXwB/Kj88XzKPO98c3szOlW5fHiJOEK3sjfdt5Q5n3tzvjwCLsUYiYDMG45BEDRQb8/qzepMHslTRoMD1cFjP5e9+PyRPBA73/w6fHM9RH67/3P/xwBpgDI/b36Wfeb9fHzv/SD9Y/3ofnp+qP7O/zK+y/6W/ou9rT1SvNe7yPvset/7L3poej56K3qfe2b8cH2A/rmAOQCawmAEKkXXB6dIfIkkyaGJE4i9hzZGIUUaw3CCgYHHwdCAgMBo/9A/Ev7Y/e29/z2afa+9bP2xfdI+U35fPts/Jf5lf8k+3793v+5+cH7DPrh+Pf2qvUM9vPxNPVE9O7xgfcT9Cf4R/aT/Iv7FPwHAm375gDgAaABZgVzCmwI+Q1fDx8LXhBWDngKFQ/JDPQJLg+WCu8J6QpUA9oCLwFS/an66frr+CD6e/yj93QBmvqs/BwBmPzSAOP/ev1H+sH/DvSN+d73WPgK/CP3hfys/Jv+lPtwAN77SAEbAur5iAGlAar57QJq/icABAV6BMYGswIFCBT8fgEh/Vf5s/53+/YDRwKlAbgG/v24Bpz9x/7BBqr5OAZb/g4EhAA3BzUAmv9bCtz97gbXAEsHVv5zAnz/If34+oX8TAI99uEEa/mv/SYFbgKj/7sD+QXM/uoF4/uUA4v/Tf2pBrX48Aj5/cv/ev21+PX8ZfEQ/0DrrwFR+hv22gqf7goISPk7/E0FBfQ5DtT36AepArH86Qqi+NcNL/qbBSkPbffcEdz4jgD+CU7wiAnf+ucD8ACfAiQCoP45CnP2uwzE/AcCBAnW/kcG/v0tB57/Cgi6/DUFKgGY+EwKcPBn/Hb8UvGJ8NP8CO0Q+1L5qPfzAYT0ngdh8B0Ijf33Avr8ZgXnAzX5uwxB+ygHyAAICob/Wwqk+s8HWgKB99MQ4vNFCOcDDgBgAf0FFgLfAiYJrft7EIP99gPIBS/+1AM5Bdb55QUyB3L35wxr9IH/rf8y8530+/dp9krzQfsR+q720/yX+bT9xfvw/DUJtPE3ELUAFPysCEoDjfm3AsMJH+5MG+Xxjgj8Arv3/gni8/0OTO2CG83w/wRrEfbvKhd69CoSwf8bBs4EGQOlEvfuYhmE9HH8Sw8R6dQPyfRVB/Hv1QIR+jbnmgbY3goQcuYqBnz/lvWZC3zqaQ+E8D0K+f01+WENkfqmACgDfP/KB1L1ZQrNABX3NxQm5N0Z8u7+/SkPH+7DFrXweBOc/V8CHRHh8EMWGP3v/fQWiu8LGFH2GgeYBOT2TBOw55MVJfZ9+gb7qf668Ln5P/0f7sgJsOwuCznxFwVG++T2mxKx7/MO0fV8B+n+Ru4jGPrnOg2DAcXzbxKM8VULu/MMD+XxrQebBcjsxxJq9TcLAPRGHDbn7xoD+tT7qRe1358kCeyrFZv1cgtuAqD1fxlH5ToNLQNa6lMR6O64/tD6bvouAiPzqA8o5vQWyOxQB3AEw/WWCv/07wWH/hz9nAD0/cf6SREd5/4aIvAWCvn9WwGlBdLw+xR06F4YJuygFkT02Ai7DDXsZBNA+O8F6vWyEwD0QgIhDTDs0ApwAIf2ywaR/jr5jQVw/bb3KgbU80ICx/qDAZP4ZAZd/BMAbQdJ7P8d1eFXEvn9YPrXBP/4BgfQ7oMSTfE2DDj6nQgj/Fb6VQux7/cPHPFUDAb3hgsx/HL3DxkT45QYK/U/ABQQKPPgCSIA7fsEABMEK/13/3MGPfZVD1L1TfmBE1blOA+b/qX1NgiJ/Cn/hfNhEZLsZglxCO3qDyG84QUZgPMu/80NofD4CufzUA+06FQU9+5XCcv6TwM8AzT15xRl5BAcYeTNEf75uPryE//rmRS09SYFEAON/fj+wwmn854HJwQN+dcETQE99uoJFwGH8WUWNOlODe/1/AKpAln3UAv19KoJKfYECQX4qgUV/zz7FwWGAvvz7v6cDa7ldhnU8/8IPgGa9ikPm+QhHljnphHI/Xz7nw8K45oXk+sWCkz6awn99UgF8AjO79UTLvLHDnj2FBDl9T0CeAa+9XEISPXXDTPuExH+AGzvRgfO+LDwPQ/D8GkGjQkr9QkRZO61EXvndRWL8k0B/Q436kwbA+SRGxvtYAqt/3D9Mwab9agPUuiDFnzq4wuO+Hr9wQZj70AQ9fRa/+YNUvnNAKUFR/pyAzH86gXD9cgJyfh8/yMMOO7jE2L0HQBmCbr04wf787ILZ/h7A60HVfLYEBryav4UCFjwFBSM7eUJ+AFM8mwMgfJWDnr0QQu69EQRI+/qBWwIfujoHHHnXw8/+eYAz/+3+64CKv58B5b6qgVo++UFpPpHAk4AcABG/2L8wwm48SkTbu5fC0IGhOdoHM/moQ0l/ub4pQ7P9wUE7f8a/4UD+/vqAVv+X//VBjb04wtu9mL8RQhO+AkJN/eKDLbz7ga4/pT38Azc7FcWKe5SDUv3LgbO+LMCughj85AcReJyGK/othCx86T6ZRtR3PUdIvRm+VAPSPGOBO3/lf+GAlT8Gg+e5qwdQOsdBKEN4+Z2GUztgw3w9C4PWOsEEUj5DfXIEfvqGRSq9SAGPv6O/Hz/CAXb8X0OevjO+EQVNuNCFzb0mwF/BL36XwtF8/cL3+2BE8vuCgSMBrD4eAYD/jMG1PfIDeD10Ao4/33+oAHq/boAt/vUA3r9Wv9PA5nzzRF86lEK/wjv7PYQWPBFCLT1Wgt/+C0DlwXC/lr/2QMv+uH4xwpd9IMJ2/nj/wQAM/9o++QGq/gQ/6MLkvUNBZIFtPW4BgP+JgXZ+8oD9Pn9BYkARfhEFU7jIBtU81z5dBIR6YwOjfnHCqT6QPxaC7/rOBNc6JESivOqBWAB6vnkCnnxuxQu4cwfyN+lFm76kPsADK/xGA1a8goIkvnoBzX9Swex/Av7JwQQ+3T5lANV+xALPfYUEL/rqA9m+VL9lg4p6q4bu+tWDqIEPfYEBRD/GPBQC3j+uviRDh30lwmp+o4A6fqc/e4G5vg1DXPyNQ1v7YkIZv3Z+1EGIf1OCJ30thA56bIYaumeFN/y6gXAA0nw4BY/4xUchurFEKDx6wRF+MT8tRFh6HwgE+wxCFoC5++PFJbp3RTx9xYGOAa07BEbkOH2EFH6f/jDEfjx8wb6BAn0/g0o75cJ3fzO9JATB+UMJKvbnxM9Aj/s8hc97qkKF/mDCSD2ogjV+tj8vQaa9swKwfahCeb0sAgy+73+NQ3x5mUfxuGfG6Lv9QTvBfLuqBhE428feeDBHEvuwQIGB0rv5hWT59oTgfdfArkFjvgxBEz60QVbARn8Lwrn838NJ/RJALAAVf+zAr0B5AIf92QTeOGxFF3wewi++UQE7f8f+2AKi+5yGK7lrxI7+DsEMP1+Cen6dAUmBdv16wRL/yT7AwGeA8D3Kw1I8VEKQPh7CLX0bgpj+9YBjgTy9vwGo/sT/Y39CAX49SkPgO8nFZ7zDAp3+zD9YQlf9mAKzvR5EqvjtRFz+gD4Iwwh+dAGcfgxDJHx0AYoBwPtOhq/59kPePoG9zEVQ+gKGbnsxQeDARr75AZm/Tr9UAfF8ygHaPs6+QQRpOWWH5jrHgO4Bkz2DAqG+5L9uQXG/8v/0/zICbb3K/0IDqLnbhsd7EUIsARq9c8H0vm1APEDpPqrBP75EQLS/T7+LAjR9csP1+zxEOjyEAMaC/DwDA/E9AUIIvjRBcf6LABwCVvtgB1H5VUP8v9j75MZCu9xCM8D5fWoAzP/7fvgAfUAAv9W+gMSb+06CYIGG/apCs78tP1+/WABz/92/CII5f18+8gA+f15AW7y4BJX9f79TAoU84AMFPMSBS7/lvqZB+z3aAvj7s4V9Oy3B5ALG+nPFKHw/wiE9DARHu/9ChT8LASB/0H/cATs8xkQuOWMGxDmEBiY79sOBvdYAHgKqeXaG8nnvQ44+tsFl/kgCpnzzA7J73UJO/yW/rILlPPzEoftbgol9lUHBPncBOn+Kv7j/8ADMfh2CBX3jgiN+Uz+/QoD8dMMv/RQDzDs4Bbl8dL9bRTI7E8MN/d5BQP6UgXe+0P+2w4p6iwR6PvR9ScIuQU+9foIjgxj5nQSWPy47S4LaBCm304eivdP88sXMuIYGRPsfQ7Q+tf9Kw1C6eQbPeHAGOP7tOx/Htrlqg5L+0kErf8LA2D+Kvr0BXf7Pv5X/aIMSfSxDJnz/wzP96X+TQlr8MUUlO+DCd7/Rv/H+sMFEQL/65MZRuYGC0AMRupXErz7DQFF8zgXg+ioC4oHnupKGZTmjQ3f9kUMA/Wu/ooQiuZNEg7wBAWrDTvrDA+W/h78Cf2NCVT8s/rCEqXoYQ0qBozt9gfaCpL1EPsTDaH04QClAR78EwSzAhD3ZQGoC3rshBG++X3+swr58HkOoPWbChX3hgIVByD2DQGh/d8GX/JuBp0EV/lL+40F5fXpBrP+8ADSAMb/fglV7ncPRfxPAwH3eQ5o+xb2lw1k8hwJUfqNCfj1Mgfp/j/0MBFP8ywE0QWG+8oD9wIu9p7/5wxF7yUGogim9P8EQgLa9iwESQTS9BQIV/0NATMCyvurABsCRfgV/6QKyfRZA/QF2vq6AGwEZ/y6/OUFqf4A/AsHAPwnAFr///yYBKH5MwL3AtT7x/7gBeP7wgG8Akr8jgBOAO/9nP0MApX/UwBL//sD9vuMAQ79HwLaApD2Jwj4/jL7rgbWAe/5mQfNANT37gaU+xH6XQRN/VcFNvzVAq8B2/WsCH36XQCJBB0AfgHXAA0F3PgeA8v/bPwwBd7/KgH+ANEBNP4CAtf9pf75ANf9dwO/AMH/b/4TAA79Vf/AAxX7VQLQAqv4vALo+5P8HQSg/i4CTQVc/cP9TwOt+4kAPwRTAGABeAZ4/pf97wUL95H++wNN+XAEOQFG/+7+o/9m/Rj9av75/UMBev0rBSX+eQEcAaH9/P8xAC8Be/z6BF//nv9PAw79GwKMAbf7mgIqAcj9kwAuAoYCdf2KA3D97voyAyf8C/9UA7QB2v61BJwA2fvyArr84QBNARMAqAM0/rkBsAAj/KEAXQBc/VIBAARd/L8EeQF7/AUEHP1TACoBHP01ANACZf7IABwBUv39/pcAVPy1APL/zf3LAhb+H//L/yf8cfz3An36agHGAhn8NQAqAZT7a/3EAMX3WQPz+r/8FwE8+w3+Zv0Z/Pr8kwDW+U0Bd/8A/BEC7v5OAC0DwgFwBLMGuwc6CZALCA4sDF0RChBDDhkQTg23CyAKUglhBVcF1QKwAJ7/Zf46/Vn3Mvtt9z32HPkQ8wH3+/Ow8H7xru0l7XzqXu+D7Kbs7O+O62/tO+ud67Pp3+2d6x3sy+637rb3xv9jCxIWzh3OIUUqHSZyKfYpcySOKngoIyWcIgkepxDKCwsDqfq1+LDwJ/DC7S7usOzo6u3u8OuR8ev4P/lnBO8JVgrcEXAR4Q1kD0gOQgpxDO4O2wlBC+EIPgFrANv5gfKn74zp6OFw49jeL9zK3nHW2tgO1wnXc9iV2XncVdmb4E3gS+oA/AUMoh1cKy41Gjq7Omg+OztpORE95zacN84u3SHFFAYHbfcQ7gno1d2o3WHbn9g128XVGtWb07LVp96H5T/0Wv8ODYkVQx+JItUkOSdIJ5IrtCuiLoMrYSfGIIkVdgzt/6X13e9g6SLnKOa05MPfA+DB2QTX5tbE0njYddsM4cnjDujx5v/nQeZT48Pk8+A85mPvygMeFLgofDG6M684ZTC4MCEvlC2JLpwz0TDbKykgFw5mABLx5ehk5bDfN+Iy4jTgEuR/2z3YTtYf1Z3eQOdF84kAVQemES4XShn0Gm0crB3LJAoqCS8dMxotPC3sIbIYgBCCApP8ffob9kP1HfSK6/HmVeH/2qrcIdso3uvjQOfq7N3rK+x250vm6ObQ5dbo0uiz6VTm/OWt5oft7/n+Cf0W+B/nKeUnJC2WLBUpNStRLJgq5ipOJqoajhHkBgb7OfUo7zLmEuhi4zvjv+OS32nd0N0z3brjFOuX8ID8RARJDfIT7hdmGswbCR49JCsnfCmMLOko1yaXImsashP1CDcDz/tM9srzFu1K5zTkq9+Q3aLe29yQ4b/j9Ogb7TPuD++P77Xwv/Cm9MDzVPNo85LwJe0H6RDm3uZb8Zz96QrjEycZmxvIGgQa9Bp2GWYaECBKIekjQSB4F+oNQgY6/Yj5pfUB89DyU/QI9SL0ifBi693rFumP7470W/pzAkoIMA0/Eb8RXw9jEHARThW2GHgb1Rs3HPMbgxY+EmgL5QFf/7P6nfgB9yTyQO/d6xvpBeek5X7kRedg6QHvtvPK84v2vPb09aj3Wfe69Lbz8fM773/wGes45YjkZeSI7NXykf6QAr4JtA33D1QUfxWaFywZcB7/IYwjnCIVIDoaVheDEvwPJQroB2wEbgKLAqL88Pi285TvjO347X3tDfHC8W/1XPnu+vr8vv2t/9sBPgWiCEoMHw+7EEwTRxPOEDgPLgv8BlME1QKW/kr8ifiW9ffysfOM8a7yE/To8k35J/Sa+nT5/fXp+nD5tPnQ+qf4//TL9nnx0fGh8LHrZekB6v7o8+098pb1WPxR/rwCMwYdCCoK8AyWDsoU9hQAGdkYWRjdGVEXhxcnFakT3RCaD7EMxwpkBm0DkP+A/BD7v/jG9lL1PfZS9Zn3BPnJ+IL68PzU+1v+vP/a/iYBZQF4AgwC0ALe/+EADgCB/wgBrwEWApAClwXiAyYFgAODBdIAtwKAAzz/zQBk/+37wvqp+q/1jvTo8h7zI+8a8nDw2O/87s7vVe5m7I/vG+2X8I/z6fZs+D7+sv/oArAEFQc/CYwKZQ4KEOoSGRQcFswW4BZhFn8VOBPmEWQPzgyWCjEIDQVGAzkBsv9q/lT8hfz2+xD7d/sk+8v6y/rp+lH61Psj/J/6GP3r/IX8K/3Z/9L9HQBlAYQATAIWApEB7gECAsgArgJYAIsCqwBmAEH/2v6x/M/7bPwX+dn7nPkQ+yX6s/oD+oz6Qvpx+EP5EPcf99D2PPeu9sD38vaV9lD3mffs97X4afrZ+wj+egBKA7AELgY2CKwIpAqQC08M7w1lDkMO0Q4uD1INqw3BCxoLcwr6CCcI3wYwBXsDhgIDAT8APP98/8f+CP7l/RP93vtU/JT73vti/Gz85f2I/S/+w/3c/VH+Vv7H/vj+M/9V/3z/Zf5q/iX+p/xE/Xr9Dv1R/sj9Fv7W/hv+/v2r/XD9Sf2Y/P/8r/0s/L/8J/yC+sP5l/lF+CL4iPlX+TT6o/uj+1X7ifyZ+4X8Dv3c/ff/qwApAhUDygNsBBwFKwWlBbgG0Aa3B/AIfwj/CDAJtQgJCXYIVQc2CBoH1gVpBjEE4gP8AikCYAGwAE4ATP45/sj9mPzd/An9cvsA/Ib72vp8+wv76fpt+6P7APzY/An9pv2c/Wr+5P5Q/7L/XQB1AOEATQEqAUgBtQADAScAugBL/2/+A/66/Kz8I/yY/N/6VPzP+3z7BP3K+7r8Mfy//Dr9q/2g/mr+Kf+t/9IAnAC9AaABpQHVAgwCBgP8AvICPAMdBJQD7AMdBDIDuwMGA4ADKAPAAwoE4gNsBE8DqAMkAtYBzAGcAA0BMQBOAMH/lwAp/wL/JP+h/cL+Uf50/rj+fP8k/8//EwCa/1gASQBYAL8AEgHSABwBegB3/xgAKf/W/r3+9P3v/Zz9K/1s/LH8fPsA/N38ovwg/hb+IP4H/2/+/v3u/q7+B/9iADoAmwFIAXQBuQGcAKoB8AAhAWUBgwGRAdsB8wFNAdIAjgC6AHoAegDIANwAyADhAIQAawAdAAAA3v/3//z/NQCOAE4ANQB6AGYAXQB1AE4AxACmALUA+QANAWABTQF0AfMBkQGlAQwCDQE0AfUAsv8YAHf/0f4a/67+Vv4+/nX9iP1X/dj8Sf3//Ln91/1g/pH+H/+e/4H/tQBwAKYAagEcAVsBzAENAT4BsABJAMH/xv+G/xr/i/9k/2T/6f7p/lb+gv6W/tb+Rv8Q/+P/GABTAOEAdAFSAW8B6gFlAR8CoAGRAXkBOQFXAfAALwEOAM0Az/+B/8H/Vv5p/z7+Lv9f/1r/6P9k/x0AfP9TAK3/AAAOABMASAGmAHkBNAFwAKYAYgDP/x0A3v+B/zUAhv+8/7z/5P4p/8z++P6a/57/y/+j/4v/X//p/rP+Q/6l/jT+oP6g/ir+2v4I/mD+eP59/tr+hv/o/z8ASQB6AL8AHQDSAP4AIQG5AUICzAFaAi4CjAGMAcgARAD8/zUAEwBrAMv/GACG/xr/Vf9D/rP+gv7C/gL/bf/B/8//HQB3//z/o/+j/3AATgD1AE0BVwFlAUgBKgHcAJcAnABmALUAFwG1AAMBFwFiAMQAqwDe/4kAt/8dACwAgf/L/+7+C/+u/lH+4f0q/gP+yP0v/j7+Pv6R/oL+1v5L//j+gf93/7z/RACOAMQAVwGvAU0BxwG5AVIBoAFXAaoBPgF+AYMBDQEXAXUAxADP/+3/7f+8/xgArf8iAPz/IgDe/yIA4/9a/wkALv8JAAQAz/9TAB0AZgBTAKYAYgAsAKEAsACwAAgB3AAhAc0AsAC6AIQAnAA1ADoA3v/j/1D/af8Q/7j+Wv/u/lX/lf9f/xX/Rv8a/0H/Kf9V/7L/PP/8/9n/3v8JADEANQBTAJMAnADEAJwApgBwAL8AawCrAKEAhAC/APAA4QCXANIALACOAHAAhADwAMQAFwGwACYB/gDcAPAAFwGcALoAdQAAAPL/AABtA8QArAOJBF4DmgKIAV4DE/0/ADX9Nvyo++n6rfv0+Yf+ZvkZ/MP99fzJ/NP8vf4T/YD8yP1d/F38Jv2R/usAs/6QAtr+JAIAAEgBkwDwAOABAftfAnH4wf/V+nX9Yf2k+v4AbPh9AiT75QEm/fP++QA6/TgCdvxVAtj8agF3/4ICzAFwBDAFuQFqBV0AEAdV/+AFGwI9AicEpgAxBN/+CAUb/tQDzAGoA8sCOQE3A5H+gANl/pQDoP6kAob/iQChAOX9EANY/MUDzvwBAwL/9QDRAVb+wgGo+1oC5Po+AfX8JwCXAGr+aQIE/cYCgv5dAFr/XQCOAHz/oQD3/zP/3v+Q/5D/9/+mABgAGv8EAJH+ZgCJ/NEBmPyj/8v/vv3SAE39WQNi/G4Cm/7cAFMAbf9RAhr/6ALW/jYEav7KA8//rgKwAKj/JwSA/GIE+vxeAzD9mwGV/1b+tAHE/LMC1PuxAzD9vQEz/38ApgBt/2kCzf0uAvn9lwBS/UgB4f26AOr99QAD/q7+RACt+5UCn/qsA3f7KQJq/jz/OgBJ/RECRP1PA1T8MgMh/XMCdP6XAP4AIP4BA1L9cASh/coDvf6qAWABgf+VApb+TAJN/QgBAv+B/1b+y//M/hL+3AAD/lIB1v7CARD/CQASAaX+VwFa/1cBav5/AD8A6f7EAB0AlwChAOEAQwFSAdn/iAF8/xwBd/8xAIQAPP/wAO/9DQFR/t7/zP6Q//z/HP1YAGD+S//S/fj+Fv5+/ST/8/7y/7UA8v+hAPAA4/+EAC7/sABg/sgAff5B//f/OP+5Aer9GQPa/iQCNQCMAQICuP5jA2b9wQIg/scBwf8nACQCGv97A2T/BwLB/5oCAACLAs0AzQCXAEH/KQJl/sECZf75AFv+yAAnAC7/MwIp/6sAs/7RAZH+xwENAasAvwCEACoB3/4XAQL/0gD9/noAaf8f/3z/Av/t/7P+AADC/vj+b/4H/4L+fP88/1b+Vf+R/rj+OP9B/7f/Vf/9/tb+rv68/8z+JwC8/2sAcAA1ADUAQf91AGn/7f8a/zoA9//e/8v/Ff+o/y7/XQCj/7UAMQA4/8H/Rv+L/8//ZgD3/2sAlwC3/7AAHQDmALUAugCXAMH/kwBB/2IAC//y/w4Ahv+L/8f+sv/R/h0AOP8JAHz/sv+t/1X/LACt/0QAcv81AFr/Vf+Q//L/CQAxACIA3v/G/3f/CQAV/8//d//o/7z/rf+o/+7+af8u/2sA2f8iACwALABiAF0AqwCEALoAGACXAEQApgAiAIkASAEIAfMBWwFgAWUBZQE+AZYBNAHwAE0BsADEABgANAH1AJwAVwHSAEgBcABXAeYAFwH5AJcAoQAdAFcBvP8/AEQACQDo/ycAAACQ/yIAmv98/yn/rf+l/jz//f4Q/1D/Vv7k/kz+oP4+/rj+h/5W/qn+g/0b/qH94f2I/ZL94f25/XT+dP4C/3j+JP8l/qn+h/5q/kH/eP4nAO7+EwAnAHAA8ACJAPgBLwFfApUC0ALVAhkDYwN3A6gDuwNdBD8EogSdBMQEhASYBLAEcASiBJgEGAT7AwAEowNjA8EC0AJMAqUBoAGwAF0ACQDL/zj/b/5D/hj9gPwn/NX6jPqD+fD4bPjx9yP3KfYR9ib1SPXS9E31HPV09Yj1x/VC9gL2svet9z/56vnf+q37QPzc/Q3+UwD+AMECUwQWBq0HEgmtC10MpQ4uDzoRSRGqEpUTFhNKFLkSOBNYESIRKQ8bDucMBgtuCksH8wZdBIsCiAEEANH+a/1P/F77IPpr+ZP4N/fB9pb1q/Ss81TzZPKp8gzym/F08c3wDfGO8Bzxw/BS8dzwPvE08dLwPvEN8ZbxZfEH8hryGfOK8yH1rfdg+tP8egDAA9EFagrdDFkQSBL2FEgWeRZ3GKkXqRfgFpIWUxVoFKQToBInESgQwg6ADB4MlgoDCvsHXgflBbYDEwSfAhsCjAGJABMAGv+u/gj++vy6/Cf8APz4+uT61vkm+b/4BvcR9hj0o/Nq8bXw9+5b7frrreqU6u/o0Okl6RDq0Okf6l/qeOlt6trpNut67PrvxfNx+A79ugD1BB0IMA1jEBgVHxi5GjccGhxFHVsbZRvgGroZrRgRF8UUMxOiEBsOAQsaB38EsACa/xz9P/2c/a/9gf/f/rUA5gBuAiwEIgThBMQE/wROBNcE+gT7A2cEjgQdBAUErAMBAwMB/f4c/Rf5gvbs87/wwe4w7ADrNOl+6GvonubF5uTlveUM5X7kiORE4yLjZ+PG5Qfpd+4J9Hn5Vv5jA/8Ifw0fEy4XoRpaHFQdkx1PHdkcbRwVHJIafxkbF+sVOBPAEAgOnAkMBowBH/9A/Iv7c/oM+ov7vPtR/m3/lgEZA/YDkwSOBH4FlwW4Bt8Gige3B/EHhAjrCOsIiQiZB00FdwMDAVv+fPud+E31svJY8CTuSewP6yTqquin50vmh+Vq5KvjU+O34TPhZeBb4OPh0eRG6ijvvvVH+kv/+wOsCOkOdBLaF5gZHxyLHEEcvBybG4scFhsDG8UY1RfrFXgTehFODUwKdAUGAywAx/50/pz9Of6M/p7/4QD4AfICAARZA90D3QOPA7EDzwMiBPYD6wRqBQIGTAZWBn4FGARuAs0AL/4x/KT67PdW9vr0xfMR8gPxZ+9b7TDsXevk6ULpDuh35gflWOP24hvhZOFF4snjIejS7FDy/PaG+ywACgRcCWUOOBPGFysaKRwaHMEc8hzjHEUdQRypGyYauxglF9QUphEDDqYJXwYeAwgBDgCb/kP+Uv2c/Y39h/6t/yIAYgAsAB0Acv/8/7L/JwBwAL8A+AFuAm0DBQROBM8DqQKlAff/YP4r/Q/8YPrJ+Dv4vPab9YT03/Lh8HbvWu6w7AnsQer06G3mTeRn41rhMuLA4sblQeq97djzC/ey+2YA+wM5CuYNvBP9FkoZNBvNGikcQhsQHH0bnBr6GWMYRxdiFbQSqA8sDOMHDQUbArUAaf9H/gj+Yf06/Yj9b/7M/kb/mv9p/3f/S/9a/xMACQDEAFsBDAJZA9kDmAQsBN0D3wKDAV0AAv/0/XH8vPvf+qX52Pj79yD2U/S38onwHu907QnsUOow6FTm0uPP4lXhruEs4wHmJ+vy7p309vdF/NcADQWpCj0PjxS4FxcaBxuHGwEcchzpG4cbVxrjGEsYHBbUFJIRjA7aCtUGMQTMAfz/s/7l/dj8sfxP/Cv9Jv2v/Qj+yP2g/lb+3/4C/7L/wf8xAIMBQgKZAyIEyQTXBCIE2QPLAnkBNQB4/rT9mPzZ+yT70vnw+Av3Q/Vo80PxgO+b7fXrBupX6Dfm/+Px4tHgM+FB4trlMesP7+b0qPc2/CcAyQTkCgIPIhVuFwQarxqMG8UcVRzKHOUaJhpGGH0XXBYyFMMR5g1lCngGjwPWAbf/Q/7r/JD7qPt8+4D8xPym/Zf9zf1R/kz+lf8C/w4ABAC1AAIC7QIYBNcEXAUrBYgFbATFA3gCLwE8/yr+Uv2y+3z7A/pS+d/2HPWK8+bwWe8+7ZjrB+kx5zjlo+Ju4TngfuCK4oHmhevY75P0CvgF/HAAoAX9CvIPIhWkF6wZqhrpG7IcyhxtHCobtRlyGMEXhBVBFAkRaw2SCREGLARvAQ4Apv07/Hz7Aftj+8r7HvzT/N38RP2C/lb+PP9Q/6P/NQDrAIYCQQMsBOsEpQWXBRwFJgX2A24CAwF8/w3+6/xU/ND6g/kY+F/2Z/Rk8ljwB+5c7Dzqa+gt5pjj4+ED4KHfquA24zroV+wv8Q313PhX/dEBSgjnDJESHBYLGDoaNBvoHB4dDx0kHNsaYhljGD0XThXbEtAPbAxTCNsFgANbAdr+3fy3+8L6Bvvk+tT7e/x2/Fz9yP1l/in//f4OAN7/vwBCApUCBQQFBCsFUgWIBWYF1wRUA/0BdQCW/u/9yvuQ+6f4tfjp9g70Q/Gb7ZPrquhm6G7l7+Td3pzbntkT273gqeXG7rrwmPRW9pD7mQPGCz8VrxpOHpweWB3ZHNce3x/QIOQfsR3/GfYUThGMDhQMPAvhCD4F/gAG+wX48PT/9AL2N/dn+J73ifj++Yn8i/+fAj4FywY3Bw8IiQjOCPQJHwuoCxkM4wupCokICwfMBTsEBwIL/yf8bPhR9l30R/J/8Fvte+tu6frnJ+ek5VvlhOO84argxd5j3uLe3eLM6cvuVfIe8zL3ZP9+CYsTHRnkG18cMR0VIJsjRCbSJjoicR1iGQIXUxUcEs4QXA2ECJkD+f2f+l735fXm9JryfvH/7/7wMfQU+CP8oP7u/vUAKANtBwMKzwvBC6QKiwseDEsPIA5WDh4MmwowCZQH2wWGAov/wfuS+er1o/NE8Gnuuewe6/no1Oa05JPjb+TS40njluC/3xneHd+E43Ppe++i7z7xavWB/xYKqxESFvwX2BnYHY4iLSVdJmAjziHqHvIcoRr9FjMTPxEzD80JyQSB/379OPqi+GX1JPK778HulPMM9iz43vf++df97gGvBVAHIggsCIMJhgvdDHsMIwyMCvgKQQuHCr8ImwVEBFsB1v4A/PX4N/fF86rxge6s63jpP+gh6AHmfeVo4hnir+D34aXgTt824wrnbu4+7azv7POD/VkHiA3mEakTSxjZHL0jiySuJPohVCG3ILAe1Rv6Fe0TNRGdEMIKjAbVApD/IP5w+Wj3c/Ll8STyevRH9ub00PYD+ob/hgKEBBEGSwdACKQKtwtADBALGwo0CmwIrwkZCHcHKwWLAhMAnfy3+2v5ffYZ87vvg+w86uXo+ejB5eDkAOMe4rzhzODf4Sff1+MO6O/sq+w57Rj0D/x+Bc0JyA1KEDAW9hzDIikkpSPwIvAiISMCIF0dchgrFgYUqA8jDGMHeQUQAxr/hvua9on0GfNB86H0yvOA89f0zfmb/p7/8wHTBEYH4Qi0CagLxgsPDIEL4Ak/CRIJkwitB9sFRgN8/4782PzS+V/2+PEy79fsFeoM6VTmdOSw4x3jH+Ep4YPgV+AU4rvm7+y97ZLsgO9j9+sAnwYcCTEMdhCgFocbbx92If8hJSMrIssgnR2qGoQZAhcUFFYO5QkZCHwHagXf/t/6f/jU94f2dPV09ezz4fTK9wb7Tf39/osCjQU9BvYHnQhbCrIL1AumCVAHewioB60HjQUBA/kA7/3S/fz69vfd8/7w6O417MzpiubB5SrlguUO44riEOL84aHjqObc7HfuvO4N8WT2uf3oAjMGDgn1DOYRxBXfF/4amB1vH5YfHh0WG84ZdhkuF7wTyw8JDdUK7wkPCEoDOP+0/fX87voq+nr4tvcy9375svsP/BP92f/aAiwEoAVMBg8IdQmvCQ8IhgeaBoIGkgU/BLcCz/+b/qz8aPtA+M70VfId8OTtv+s/6IXmGec85kbmQ+S45Svk7uXa6YPsmO/H7QHz0PbY/KEAaQLMBSYJIA7FEPMSJxWHF9kYsBlBGGkXfhZIFo4VzBLBD8gN0wxKDIIKywaiBHcDHwLIAJ7/Jf4r/e37Nf3a/uH9B/+t/9sBKQI8A3oEqwQGB9EFiAUxBD8EcAQfAjQBwf8g/p38N/tH+gr4UvWx8zTx9u/G7vTsnevU6ljrbero6izrTuyc7JHtCfCy8r/0sfPe90z6nP3G/9cAOQUbBuYIggqGC3QOXw/YEGMQyw87EGkPdhA4DxMNhQzKCw8MfAuRCpIJ8QcFCNoGIAY9BvoEqAPBAtQDlAMtA4oDCgRJBCIEYgREBLUEIQXxAz0C/gA1ADP/a/02/KT6cPmJ+GP3vPZc9Rf1MfQL8y7yqvF98pXyVfJ58czxy/Li86b0MPXE9EP1z/er+Nb5L/op+3H8nfxW/kb/bwEfAoICLQPPAxYGfQY8B6gHngfUB2wIPwlSCZgIBAmDCdcJGwp+CTkKCAr+CW4KzApQCwgK4AlqCm4K9AmdCGwIRgcyB+UFEwQTBO0CfQKQ/wf/1/1+/dn7zfk4+q33xPgp9sH21vXR9b71sPTR9UT0afaw9BX3ufXa9gb3QffI+cT40Pp5+RT8cvtn/HH8zvzX/eL8CP4O/ZH+ev0N/u/9kf5B/9b+sv9V/6sAJwDlAW4C4gOxA50EWwaVBlgItwdhCT8JEQqzCpkLBQzBCwoMmQsjDF8LeAr5CSEJQAhBB7QFeQU/BIsC1wAEAG3/of2s/C37n/qv+Tb4fPd99hb2AvZp9pD28vYM9nL3C/ci+Cb5Dfm0+Q35z/uX+WP7mvpy+9T7+PoO/UD8G/7d/Cr+iP0+/tL9uf39/of+2v7M/tn/JP9y/zEANAFSAWkCWgI3A0QEjgS+BVIF6QaHBgEHdwfsB+YIkwjwCJgIJgmnCCwI7AfoB/MGmgbIBVcFZwQGA+0CfgEvAQ4Asv+p/hL+pv0E/ZP8wfuR+q764Pmf+vn5tPlp+jD5MvuT+Mv6Kvpo+zL7ePoT/Rr7kv3F+439hfx6/a/9XP1D/gj+Kf/q/Zr/Uf4nAMf+OgDt/9n/5gCy/7kB2f/4ASEBlgF5ATQBhgICAkcC2wGGAi4CeAIkArcC+AGQAngCggLBAikCaQK5AdAC+AE4AuEAFwE+AQgBLwFdAKsAy/8EANn/WAAOAGIAt/86APL/4//hAF0A9QD3/6EAfwADAQ4Asv+e//3+Wv8v/tr+Vv7M/mv9kv3D/XD94f3w/OX9jf1v/tf9G/6u/kv/PP8L/8v/qP/mANT/4QDy/00BtQCwACkCOgCuAuP/OALmAD4B4AF3/ykCd/+lAWT/S/8EAP3+HAFk/7oAwf/L/7AA8/7Z/yT/qP8dAKX+z//G/3UABAAk/8b/cv8cAWIAGABYAAQADQG8/2sAZgCTANcAMQBlAaEANAESAdwA9QA6APkA9QA1AFgAy/8dALf/z//t/1X/NQBy/+j/fP/Z/5X/GAAdAO3/EwBk/3UACQAmAQQAdQDrABIBeQFJAD4BNQA0AfAA9QCJAH8AzQATANIAqP/j/1X/bf9t/wL/EP+z/oL+Wv8S/tr+Q/64/pv+IP5L/0P+sv+u/uj/kf7P/7z/JwChAFMAzQDZ/4wBzQD+AC8BmwGcACYBqwD+ALUAyACwACcA9QCB/7oAZgDU/6sAzP7EALf/af9mAFH+LwGW/l0AQf+B/0gBUP+WARX/WwH3/7AA8AD3/wgBfP9XAT8AGABOAMv/awB1AO3/CQC9/jEA3/78/8f+W/4u/w3+/P9w/Zv+IP5EABX/o/+C/pr/rf8f/ycAh/6WAdr+zQDu/o4AjgAJAE0B1P+lAdT/zAGL/yoBy/86AIMBcv/hALP+IQEa/yEBz//Z/2r+qP+/AMH/oQB9/jkBjP4WAun+WABa/10AUQI4/wcCs/6RAfz/4QDCAf3+ZP9EAMQAkP8Q/63/AADo/4v/Tf3L/zUA6f5H/pv+sv9a/839W/6p/uT+jAH7+wL/cv9k//kANf2OADr96wBpAuT+2wGA/KkC9/8bAqUBmfssBG/+XQSr/U0BbPwu/yYFs/7j/8/7jwPo/9cEjgD9Aa7++QA8/8f+EgGN/ScAxfvFA9f9mv8w/UH/bwG0AQMBVv69AU4A5QWI/bQBeP7gAQ4EVPxYAED8iAVdAF//1v4b/pEBPP9dALn9Av9l/owBOv1TAAn9AAAbAvb7WQPq+doCdP4HAjIDH/s8AxX7EAcN/lIBhv9v/gEHPv7MAeD5NQAZA00BdQAm/QMBgwHH+oQA3fx9As0A+P6rACD6+QX2+wYDP/1TAIwBEgHIAFz9mwV9/nMCaPt4Bkv/YAFJAKP/dwPN/b4Fi/vWAcf+GAQg/v3+6wCr/agDhfwm/QMBCQDHARz9iP2dBJv11wS//OUF4/sS/sMFV/mSBX/4vQaW+lwJIflvBbf/0/zdCKnyYgw48mERCf2z+vICe/PGD/j6nABt+zH88QfhAMn8IQGq9V0EbgJs/EAMgu01CV77V/2bDhPsnRAL8zIHggpH8lwN3PDVBh8C0gCXCWf4s/7RASr+RAS1ABz9uwNW+oUDewOF94ADfP8R+s8HMfhbCpnzrv6GAsb/pwz37roIt/LFB8kEDgC3+7H8KAeO/P8EH//CAVL5AgaQ/9oGcvvW+SEF0/gME4H3AfepAgP6aw3B9roIVfIkAhYG2v66/BL1/Q4M8vsQkfEPDD/0XPn0Ef/vSBqS6NcE8vt3A/gSofB4/in7LwpHBpf92PhM/koDOAYk+/z/+P7S+TAJzP5OACIA1Ptj9/4AEQo9AgAADvAzAr4FsfzHCqX11/2vBQED1gEW9gMK9PUmBVULR/YfBwb3igd0+ScEpgk57WIM5/d5CaYA4vPFB4zxEg4h/TMCsPhmAE0F6/wzBrHz8QNi/MEPAPRiBPL/9fhADKH0FAyZ9+ABHAHsA4QEZPbUAyn23wohAVz9HP199rcPhACr/ar1EP/zBpIJ5/df/8D3ff4PEE7wqA9278cKmPzp/q0L0O7+DQb7Kvp4BhcFpflyB/Pxsg8u/zz7tgMg9r4N+/P5EQbzZQHZA+n+QQOL8g8Q/PajDx3nXQwxAFH6PReO2t8XuPG7EHL/2PPIDUzpqg7nAzsIOPbn/Eb/oAXL/yIAOQEd7DYVdPnYCKAFz+JSDW335RINAXjyhwrh5yIVxv9n/OUFlu2zBkkENf3fDpHtGfPVE0rz6RfN7DT+ifxCAocXJOpUFELlNApfApoGWAgm5FcNTvSJFSkCbPyd9Mz1FBTW/pAL2/Gn+GD+GA1IBXH8h/oM8u4OofmiDMX7bfMFBGv9sBHY86oJu++6+OIdP/AhDePu/gCKByv1HxOI/TT1CP6G/7kFEwDf/i0HVe41DSX+o/9YAKHsqg74AbQJ4fh69CH9jQWfBjAF0vkG86gLGfPIGlz1GvuvAV/uxxu97QMWiOSGAjEMZfq5Fpvc2QsA9BkUnQgZ85UC/fEXCUP+hwrE/DX5wf8uAhn8VwkOACPzGAQj/F0Zdu839wsL6PIhDSkC1P+I/aj7pwgB+28BwQY774IOAAAnAE74P/3cDZb1rAOA/Dr96PsEDfP6H/ue//T9rQck/zgGUe3U/3UJ4gMTAAv3G/4W/tYOG/7S+TPy8QfeB7L3khGN7MsG/f4p/6YJxfdoB3f3CgSKA4oHbvoj95b+xAh9/v4ADQVp7sETse/1/GgHa/TyD4n03wJB/5oGMvtr/cf6NQmKDCTuhwrf8vUI1QL3///0+wOYBOD5swo16O8ai/bvBRD/4/LOEMztVg5D/k4EkQHK9035Egmx/HUJn/b99bkSa+zeDz/5+/flBbwCPAfd8+YAFwWH+rAE8ACH/qEAqwC//Ab3qA+mAOD5d//UAxz5HAFbBuH4cgvx924Gw/kqAX79/v2qBTT+YxBf6lwNFe5BA4IKbvY0DvLy5A7h8MoH9fwI/mYFHPmwDWTuow+g/n7x7wl+AaEAhgJeA/3xFQNXBYICaf9G95ME2Py5AQgBQgL/9KABlQvn78QVQPiQ8rQS4PE7DIf2VgZg/mHw4RU09RALgvYL+4gF1v6/DFz5HPka91YKff5BC070bPwXBQb7Ww6C9sYLEekuBg4EvwCGB0rzdweB7ooYzvgh+WUK8fO9Bin7cwozAuT+dvi8+1IJVv72A4T07gHzAWIAPQK0/RwJh/FuBiz49wZY/OT2ixMm9WIMXfAdBNX6XPl/EeD1SRG78xz98vuQAu8NGPCFDFTv0g3EBFD3Qgbs7+wULvYSBa3/QvqTBIn4kAsy+z36eAL6BFT8Svyg/swBMAmA8xIBdP6GAhwJS/daC+PyeAIX+Z0INgQEAKUFHusaGHfudwc0/uz32wX1+KIMVftFCCjvXQSt/3UEaAe49mEFePoADOz37AeR+kPxHRUb9gcGigOu9kT9KANhBfH3oQkj9yEB/QVh9Z4Dff4uBjP/EPsY/dwAmAi4+rgKyvNb/mUKXPnJBGTyrQtU/MYGwwU96UcG2PjUA+wHHQjg+Yj1DQGOBB0Id/e3E7Luhv87DAzyow9/8LIHKv51/c4Ib/W3/839rQtv8VINaQIL88ECff7aBgP+DAY98q8FoQABCw/8//S3C3T1eAY5AUD8dQAW/lkMC/ub8ecUK+j0CawISfTcEXnxAQdF79QHJQbf/oMFX/+z9uUB2gYJ+fQJw+xUFHDwRABoC6f8pAa68FoTqOpMExj9BPC4Bmn6tBaw+DwDVOsQA2QClQa6CEz+cv/j7lsOOvnSFRDzTPrmCIP5kQ7E+ML63fOLAkwKGw69+ur1svIj99AThwqpAo/zL/q/AOMHtAlR7fr8sv+WDtcJQPjk9j71S///BMQZkPso97XwIfWeC0YHVwU18PUA4Qi4+uYI2PPx99oC2AhpD2z4nQQu7k39gwUbBnUR9et3/5ACtPU9Ar3+VAMQA1X/+/cZA9b+6gVaAnvziAkQ/2gQ6/jm+DX5k/wrGu76Ovka96AFLv+c/Rv+5gTFBxj0mAiq9ZH+Jwj99eIQr/1u9nYI/+/zCvwGq/h7CE/vxQMGFHz3vPua9oz+oRWK9yMDLPTf8nsMeflOEb75LAB4AprylQ+U97UAQvYIBW0LhAiyB2PmlvrE/EQRXQgS+Q/8mgJw+bEDgwUg9o4EmvZgCrED9wY7+FbpWQxbAfQNlwWU6rL/vAK0BcAHi/+D/dX2wwWpAqT6tAFc+VYK+/c0+scKdQDj9/TwlBCi/HsUlPsh6PwCpf5vDicAdwep8oMBNvgBA/cPjfkuAn7xyguIAV8C0f7C7e8F9QRZENf0XPk2+KL8GRRzAq3/g+y4BmoBXgdzAnvzJQpt88cKWwGV9qcIAPj0/SsNnQQ8+1//Nfn8As8DRgORAW72YwNV/5X/kAsZ80EDzP6LAqYJ/uhqDqz8ZQE7BPr4SQQr/T8J7O/vCfIC7QLMAZj4JQqp7S4T0fXF+2kGHPnuDg7o+Qnu+roEFQNt96IMvfFMDvvz+gTkAk4ADwjR8bQJS/cpC938bPwTACr64AnEADz7J/zlAW37Rgfs99sFaf8y+6wDuPqGB4v7gANy+/AELwHe/woEVPcsBGYAqAPu/rf7Av+o/ywIhgIQ98j9qP/f/sgAkwALA5cA2ftJ/RgAmPyNBSv98gJrAMT8PgVx+IkAqwBy/7cHygNj++4BIfmDAaIEyfzbCWn66AIe/M74HAnQ9n0C4vwnAEsHt/9t+9P4DgR2/PwG5QGGAi/6RP3vBQv/EgWo+5D/3AA9AqEAof3i/EMBXQCgAeEAFPz6/Db8kQH9/k8D3P0V/xX/MP15BVv6mwVb/qYARAQ5/ngC0vn7A9j8twIJAPEHzvwK/GABCfkrCVH6DQVS+bn9cASs/PsD1fpU/LUAiQS/AKD+EwAa/7/8eAZmAI78ZAI4+gcGLwH+AOYATPpwBCT/NQWl/qEATgAk+9AGYP4MApH+Bfy6AHoAdAVN/XX9Yvz+AJYBHP0k/4H7SgM4/57//v3i/Mb/eP5RAtYB5QH5+Sn/2PyEAJ0E3v/v/cL6OQWo+wsDi/v2+zoJzvyCBtr+YgCz/gP+qwQ3A/YH6/zrACoBNAGLAmD+sQMSAT0CLgK5AQgBw/3yAnAEHQQ/AKsA5QENAR0Adf0qBngCwf9OANr+UP8j/AMBfv2V/0cC+/fe+775bvYt+7T5FfeS+Yv2EvH09Yrv4fQm9Xvz7/Wd9E35bvJ3+6H5xfs+AeoBTwxyB3IPnxOhFdMdHxy4H8kdtB5sIV0dpBtDFgMSlgrgCTwDGP3//BT4SPU98rvzLe8f8kPxh/HS9FXyifQH8jfzOvDY72DxmfOB9xLxbfMJ8NLsle4I7bbv2Osg7R3sDOkR5ZjjT+9G/38NABWlFrgXpRplI44qRS5KMqIy9DPuLC4gyhT3C0sHDAq2A4f+j/cJ6J3ntd9p4SXlmebQ7szxJ/hV+3L/VwGVBsELAhOHF0kVIhUNDhMNYwvgCawIVAM4Akb7//Q07Yzln+FE29ndgtw71iXU39CMz9vP6tMT1wjg6uwOADwUPx6LJMwnfi8UNulB+0ewSE9HYD0oMiIidhTCAV38v/gC8g3tgd3l0+fJvceIyhDRL9xU5gfyfvl6AJQDFgosFaUfEitsLokuFyseJTUeQxZNElsOBQhBA+P7+PFn53Tc5NiU0TzR9dK7zTbSB9Dby4/NSs3P0evWrN4V6tH+UhaQKFk2BjbmO41AJEbKTxJN50u6PwY2AydGDzEAqO6Y60HmaeGz3NjNV8YewETGIc+Y1hniUuz8+nsDShBAGQUdqieZLbQ0/jOdLpkpPx5SFlQQ7gYK/I70EO5Y6+zm4+Ev4HHaf9vS27Xb2No1217eFd163/nfNOA54KjiHOj39nQOKCXcM7k4sDtRPSU9YjuxOg00szDbJwgfGRAb/iHxCOQ04O7YctV1zl7Nec/a1NLfmeY772H1MQBhCZUTQB2WI9osuS+mM5Ew9yjdIfoVJg3UA8T8TvQT7BHprOdW5TTkrOJ14zjlQOcR6Tzm2eZe5oXmmeYq5fXjk+PH4CzfUeVB7tUC6xlDK2A0dzpVPjw+EjzgNOIuryfxIYkdERPxA8H2HuuF4rPYHtFKzazNh9Rp3Z7mre6P80X4FwEdCCcR4RkhI4IoAC59MDUroCd8HL0SCwfM/or35O2s69LoGOx86u7pTOlN6LzqVOtu7nXsvOqM6cfpaOb14+jhwN6i3vXagd3k5ZD2yhAxJgs2YEFuRu1GKEPpOSAwfSixIbMftBacCSf8Oe2Q4WzWTs69xzvJ082+18TjYexa9hb6aQJ9Cn8RqRfVGxAlQCqnLjAvDyrjINATyQhm/cT0fe3m51vpDOk17NPvoewN7QPtu++w8GTymO+s6wfuRecS7cfgxOPw46jZ2+CO2lTrcfj7GKIqGDsFTPhJVUoAPyk5EyaZJfMbOhq0DWn/cvc94evfLswlx13BSMap0P/WVun37lX7bwH4CokRIxgAHZ8gFiiqK4EtxijdJTAawxGlBdb5ePJH6VzoyuZa6r3tT+8D8bLymPTK82jzi/I58Urvau307BDqquik5Rvh9t4B2dvXLuFG92wQ4iWzOZBGykuXSJtB+jeTKrMfSxiAEBYGTPoZ7wDngN7g06DLbMl3zKvS+dtF5zr0kP/wCLURMhjDGucdKCFZJeon7yeUJQ8hrBmgDnQFxPjo7j/oguXe5qHoCO2779Dyc/YJ+eH4OvkX+fj1C/N/8KLv7Otc6LPlM+En327Y4NNa2a7pqwBYFbQriDw5RQFHUUWPPnsyaybqGsETWgs4Aqn2a+zZ4rbaldTn0a/TqdSw28XmOPJ0+eAB4QhsEC4XmxtWH/ki3ySdIachTh4rGl4QzAVg/gj15O0F60rrMuqN7IXvLPTF93P6J/yM+jj6yPnl9c3wae4D6TDk0OGZ3hnaN9Vd0qrTIeD786oJGiBjMnVASkfrSMVHnj5eMlcnnR2xFJQHi/tD8T/obuHi2kzYbtho2f/a7eFA67DwqfZN/dsFBA1tFGUbnB5lI90hxSHQIB8cQRQJCQYD0vm19HTxxu5G7lLsBPC78wb3h/pm+XP6HP1y+1z5q/SE8LvrxeYR5aHfUttr1z7TINDv0y7l9PVMCrcg5zLNQEBHk0zkSu5B2jUhK3cgYxRDBR34LPDr54vhPd333XLdptto3pPjD+cq6Snuw/W5/cwF+A5uF8Me5iJ+IzIlliO3HKASrgrqBWX+xPj39mr11fIe8+/1bffF9//45fk8+1j8IPpf9gbzj+//5/Dj2+Av3ILYJNVT0j7PCtKi3qvwKANTGb0seTysR49PP1HhSA8/9zWBKWYa6AuT/IHyJOql5BTi+d+h37nb490z4S7hgOK95WXtN/OB+zwHNxBBGCAfWyPrJh0mRiCEGTMTgw2DBWn/FPzZ90j1iPUA+B34bPic+UP5kfq1+Gn23fOo7izraeWR4F7ep9rJ1n3U19Ie0U7Si90H7nj+txMXJ/43FUayT2JUClDFR2M+fTBFIdMQWwEp9ufrkOVv4Fne39wU2iXcQd3L3WjesuHs5kDrZ/RV/7UIIRJhGo8hjyWTJgUmnCIUHaAW7Q9KCFkDCP6l+Z73nfgP+OT2QPgi+Oz3X/bJ9FLxqe0750nj19+12xXZU9aG1c7S7NHP0VrZYufW9VkHSxwrL0w9rUvGU45U0U1NRUk7zSsyHEsLtP2Q8kbqZOWW4I/ew9t625DdgN5E3+bfTuMA50ns0fVD/pIFvA8uF9MdeiJzJIskPSDUHK0YHxOTDNAGtAHD/cT8UPsM+jD5Q/mt92r15vSm8CPrtuaO4/nfJdzU2TTYv9aP1cLU5dMP1gHeQOs4+h0NByAIMFg/FUu6UB5QX0qjQis4zymfG2IMPwB59dzs3ubL4S7hcd6P3nTg0t8T3ybgTuOQ5RvpCPEh+Zr/cQhsEBEX+xzOISUjxSGfIAodxhd4E3oN2Aj1BNoCcABh/UD8dPme9/bzdPFq7QToPuRH4ejd7Nok2erXtdaP1ezVUdRi1h7eKepc+REKTBsSK5A5JEZnTEJO20keQ4A6di7xIYMSJQaB+5/yxOuj5onj4d+R4DfiLuEG4obhFOLd4sXmSewq8cT4DQGqCSIRuxinHbcgySHQIBsfZRu0FiESJQ5lCjwH2QOmAET9A/pL97vzrO+Y6//nXOSV4fHe0tse2ujZjNjv12bXlNXi1t/cBOg59bYDgRPwIi4xgj2QRhZKl0iXRPM9wjQlKI4ZgAxNAeT21O6f6XPle+K84THjeuPx4hnio+J74rXjZujl7NDyufm0AccKdBKUGL8dciDxIcUhbx/HG5AXCBKnDEQJ6gVSAer9yvuJ+E31WvLG7srqcecD5KTh2N7q2x7ajNjI18TWstVS11Lbl+Qw8Ff9kwz6GWQoHzWiP0NFH0Z1RLE/AjlGLXcgHhRyB9f98PT97b7oUeVX5I3kEeX64/bicuJt4mLjR+V06CDtpPIt+zsEFAyfExwa2h+OInMkDSPMH2UbjRacEegL8QftAqP/8vuN+WT27PNb8S/tmeoP5//jEuC43GLad9lc1w7XXdZ71tnZ69/K6tD2kwRbEmkg7iw0OPU/8kLPQvA/ijp2MtEn0hoCD7UEaPvP82rtKulG5rTk6uSd4/viaOLA4hPjf+Pj5oHq7e6W9b79KgYlDrUVPBztIPgjqSS6IhYfvhodFV8P9AkCBusAev2G+8n4G/YB8xLxuexV6rvmFuUC4RTe7txU2ujZNddh1xPXDtse4jbrLfedBGsRIB81K4Y1azxnPyZAhz3lOJUxISf+GrEQAgaN/Qj1du/V6cXmgeYL5gHm6uTq5EjkcON+5JTmDOnL7rD0GP2+BX8NbBVuG2kgqyKbI+whkh5DGvsUMhA9CisFJgEI/jf7ifiQ9s/zsPBV7tjr/+c95d/hhN9G3bXbztox2ujZstnB3e3hWOsm9aP/NQ0YGQsliC9vOMM8Rj5WPZU5ZjOiKowfXhTNCbAA+vhW8T/sJel/52znY+Zu5YPkxONn45PjuOXl6HTttvNt+/ICnwoSEvwXTx38IIQieyGcHuUadRWxEDEMNwcBA/z/6/zL+g/4SPXB8gfuMOy+6KnlLOMD4J3ex9z529Pa59rn2pXdX+F2573xTPogBlMRchyhJqEvqzfkORI8RjpeNkkvIiZGHKcQsgeu/qj3ofCs69votuaj5kbm8uWS5AzlkOXF5tXpkuyp8rX4dQCoB9wN1RNtGLwcZx2nHRocGBk+FiESWw7lCRYGVAOV/7n9YPo7+GL0jPGM7e7pFOfZ4t/hld0O32/cvN2s3vLd/eCr493nG+259TD9pwh6EWgcBSa2Lts09TefOVk2ojIXK/8hSxiNDR0Ee/w59dPvNewa6njpuOll6Yfpwuk96dnqq+zy7mTykPbj+4QAcwaVCxkQbhOdFSAX9BbmFSMUiBKLD5INHwsxCCEFMwIS/u76rffF89zwrOtd587jrOIX4Cbg/94h4A3kMOS25kLl3edj6sXvg/Vt+wYHlg6dGRcj+ym4MEkz6TRKMgEtsCZEHokV2Qv2Axz9evgS9cHyfvE/8GzvEO6M7T7tNO347ejum/GJ9DH4APyj/xME2gaCCrQNtw97EKIQ7Q9yD2sN+gy/DN8K5ApBB3kFYAHi/G338/HH7QPpLeZ74gbiLeJ/4wvmgulC6fvq1+zi6+XsKe7/77r0+vjXADoJbBCOGaUfjiZuKBYsNirmJokiARwzF8YPuAqqBZYBK/1V+x34UPeQ9rr0CPVe8x7ze/O284T05fUd+BD71/21ANUCTgR5BdAGLAgACOAJJQoQCzUNsQwYDZsKVgppBmgDof3L9i7ytOzH6VPnYegV5o7r6OoM7rnsRe8M8hryWPgL8zr5aPMn+AH3nvcS/hv+nwpoCycV9xcrGhQdRxvpGwcXqBQyEPAM9QiCBtMEBwIcAVr/sv+g/iD+RP2o+8f6IfkX+RL5Vvo2/Ij9pgDlAfcCCgTkAoUDdAHtApkD5ALhBMsGUgmHBugLGgf/BJ4DsfwQ/2rxWPgf7knw9/Kj7rP2p+s/+aju8fd49kfyJfq08RL5CfAz9mr1U/Qa+z/5o/8K/EwCogSOBJ8KbQdJDX4JJQ7IDRIO4hCCDkoQTwwNDpcJ+Qn6CJMIFQfBBskEHgNCAn3+xv+J/AP+Mvu6/Lj6yfyM/tn7oQBm/fUANQBtA8b/HQSeA+IDHQiFA4MFPwDbBUX45QWP92765f0j83UAOO6wAD7xGvug9U/z7vZV7o74g+xS/YXzZfp2/Mr7zQDC+pUCBvt4Anb8B/+dBKf8FAgmAU4IQQclBjoJ+QVtB9UCswapApkDLQMOBOoBxAT5BYICpAbcBFME/wQWAg0FvQHIAPwGOgBZA/UEFgI3A6gHwgFRBigHVQKQBpEBAgbN/fYD3P3X/R4DFfdnBPz62PjuAdX29vv5+U31i/v99dT3Wvv/9NL9QPis/BP9efX8Asfx7APD+Ub7twLU+8b/Of5qBRb2OQr++fQFZQHr/DYIIvhfBof6WQMW/n795gTB+1wFz//3/98CEv73AgL/sv+uAqsAxQPkAvIC6gV1BBUDdQm2A68FhwobAnwL1P+9CuwDOgDVCg/8uAos/HcHTP7C/rsDh/YgBu/11P/D/bX4jgAr9db+ifgM+lf5/PpH+ib5y/83908Dp/NACFL1nv8FBPvzPw238p0MW/rL/3gCsPiiCCL0AAzu+jv8bg+K750MH/ev/cYGSu+xEMPw4wer/QH7uAbM9VkMUvXzCmn/pQGGB1T8pAoa+4cKnAAwBQgFWQPGBqL8FQsB+zsEMAWL+0gJT/z6BLb8gwHNAMj5/gDX/Q79tP0N/p77qwBa9mIItPGOCEf6fPsSCVXy9Qwm9e4GiP1qAS8BXP3WBbH87QLNAC8BmPxUA6H9Yvx1AJH+OP8n/BkD+flY/KD+XvsS/qj7JQa0+dMEzP6R/ugCPP+8AuEAbwUJAC0HK/0kB8H/tgN3A5H+sgfd/JgEFPzt/2YAs/oIAV77QQMh/Xv8uQWg9VoCHQB+9QMKsPiW/h0I+fkmBXr45gji/DUAtAVm/UoIbvpRCnn5VgaG/2H99gPX/cYCpPpiBC/6UgXb9QED/P//9NkHavVuAsn8SAHB/0z63gsu8k4IqgFR+mwIzvjyC/D49AXzAbj++QUr/SUKQfvJBFcFu/cdCLn5//yKA371Kgpy89sBigMS8U0J6/QhBbn5q/0HBqrxOQ7M8VcJHvzl/ekK2vL3Ey7yWguL/+7+wQYX+RULrPNLD5vxSQ2D+X36qAuc8D0P++pNFqTpJg04+uv4+BIY3zMoZ9qBGF0A4+5yHHTkaRtQ6ioOr/1T+LsQcu7QF0/r8g+j+/L7Jg218JAPXvMfC1j07wV8+wf6ewif8lALGPgkBxb2iAWD+eH98QOU94ELC/MkB9wAXPWVC9b5OwSvAeAB/gAY/RAHjPH5DVT3LwHUA0T9UP8pAk/83/4ZA1/2Egkn+GMDX/+u/rn9LQdC+uIDtP0nAJr66QY0/in22BBP75QQ8PSiCMgA2fsADFz5aw2K9zkKuvwY/UsHTPovAfz/xAA1+f4A/P9++Rb+Xwa1+I8DdQB0+QgFLfc7DGT2bQMLBx/3EAOV/9cA6/h3B2b9ZALZ/4UD6f4Q+5UGpPq/BPX4zQ2Z83kF2QM07VEOdPEECXH4PQpG9w4EC/8P+AUMXu85Diz4WwoS8YUQhfPgAWgHR/bzEg3xnRXI7PAVsPCYBDEE9vdfD4buCBIJ8HEI2/k+/uQCYPpDBYkEL/qI/Qf/lwDN+aUF3AQM8nMXyesbCq/5E/1UDMnrEBhQ8rMGr/0Y/ToJ7O+0Ekf2ewO1BC/++Pq7Ax8CMvP9CtX6JgHE/PEDdvwmAVn3NQmo+7n9Hwd++ZQDbfuDBSTyPRPu7YAQbPyy/x8LO+9hFpbtQw43910ESAWD9fAEUv2z/kX4LAg4+l0EDAKG+zcHMvc/BOr5CAVL/xcBfgFY/OAFNvSyByX6QQdP/FcFnAD7+2MH4PXJCLUABvs6CQ3+tP0+AVz5UgXe+xz9uAb//Or97gEj930CKf+C+pgIygP19CwMo/eR+mMLM/LWDu76WASc/WIAgwG8+xgEzf37B0H7SQBoAxn8GfxVAir6xAwW7UQRLPy7818T7u18B1IBZP8t++QKafqc/csCNf1rAGoBBAAIARgACwO89iwIs/qi/CENNO2aE8Pw/gnV9jMGMQCz9uEVQOsWEyPzbgZzAvX4rgYV+0QEJ/zhCMHuCwtY/P75BQhN9bQJc/qxA233lw2T6+YRpv3J9JMZPeXhFbzqWRhf7hgEFxLe5nMXGu6ADC7y1wnF+yX+cgc99sAHEvFSErnskwxQ+6D+jQlY68Qd7N6tHErvEgkCAqnyMRky3kskU9+lFkz2af9TCIbyrxIr7MgRE/AlChP9wvowDafzdA6J9LgGEv6u+tgM3uoJHm7lGRAU/Gn2eRK15xQZG/brBK/5CArg8T4FuAYD8fMS/fUeAx//1P+X+UMB2wH+/UYDYvx7/MwFG/oN/mwIIfWbDtDylwkF/DD1qhKA770SJ/jiA2IARv+L+zgCFwWl9QAM1fbuAWv93v9G9wMObfOIBdoGA/GqDr3tVRO++dX6Lg+18HIPcPCwCHAAyvuiCFPwBhSz6d0Mf/T9AU8MP+wWF3fuDApJ/cX7kAu49rUIuvjWBfP+vvW0CTv4SQSMARr/HP1L/7kBMvfkBqkCMvevAeEIFPNmAOYItPkCBsUD3P2aAp/68wFN/UkE6PuJBOgCq/TZCxXuhQz3/xz9uwco904IFvZhBVD3TAba/pn7rAzu8TUFJfpKAzX9jgxW9j8AVQ8V5rAZbO8nBDYIYvhBA44E+/sG+zEM9PX6COT+DQEf93gG6vkm/ff/qAMQ++7+CQmJ8JsKbvpx/PUIC/+1APwGa/TTCCf8lv7QBq376wQSARj9wfvuBrv3gQv++QsHl/38+jEEXvN9DpfwnA2f+iv9hgIl8TQO8PADCpn7CgQ/AFf9eQG29/YQQe69EmH5+AHAA8v6DQV2+DsQrunGFw70VvpsCPHzRAlM9vAEtAEsAKr5EQaD+ZoCkfr1BPgBxferDWDxcgd7/Jf9JwR5AaUFePYpCx30qQa4+i/+zhA67AUM/QEy9wICigM2/K4GzAH4+oQE9vcjAyX+/f47BP75mwHe+2YF5/zw/K4Kr/XqCaP3eAbz+iX6HQ3E9L0KDfWuCkj1cgO4Bnb4eAYS+cgJ+u8zD3363veSCev8tP0XAZUCgvp7AywApgQz9nEM+vTqBXkJ1vGtD8D3AgZ89zEIZ/jC/iwIjvBSDZf5AADMAfQFfvFlEh342v78D6jmmxJB97z/JAL4+lECyvuWAQX8kwQa/6f4FBQJ8GEJpQGZ84EP6/RbCnX0uxBQ8mMDggLQ+nsIY/MUFPDnTRY08TEETQXP86USo+ZmGkrrYQm8+/AAygO+9fYQBOj5ER/yxgbf+ugCgwEA/KoJ4fQbCnr0YgwG+zL7WRBl9dr+VQuF954DdP6G/3L/hvsACMDzNgzo+8H/8wb09VINtu9lCtT7M/+GB/rvYhXo6l8L5f3B+3MGnvc6CUb7xPzn/IoMhu5IEoL6aPsCBlr7mQdT9H0O8vIkC/T15AIEBe3unBGY9NAGNPqWCrL3YP7dDIzxdQ049gkJeflm+bkSnOzFAxcJe/O8AiQHYfnI+Y4IlPdzCuv0Ywe+Be/suBdF7ywEEANH+rMGw/VpDzb0EP/tC8/30QHPA9sBRfjIBan6JAJ8/9wEXfgCBhwBsvKvEh3srBDj9xL+bQsy88sG6/ioB9j4bwU1BePy1g7H8S4CCAqw8JsS7vHpCvr8U/hfC7bzuArY+MEGaPtE/c8DgvaDCdP8PQJSBaH0bgrE+AMBngPC/pcF2PifCjPySwds/JX/SQTO/DMCPv4JABb6LwoA+MoHfv0hAa76ZgBHAhT4uAp0+UICjgBu+qoBsfwFBBIBi//fBlT8ZP/3/4oDF/kaC2378/5wBKn2aQZj+8wFv/y6CKr19AU1APf2Pw1w9P0F3fxG/7z7Vf+wAMn8PQZq/vUAEv6j/xYCJP8WAkcCFwE2/HsDAPzC+msNSvPyC676HgOg/tj4JA8o71ISLPSQBtP8gfuGB8T0JQ71+AAEx/5x/PT9vP+L/+P7tQha+44EJf6B/4YC0/i7DIj5ygMg/kH/WPx3/88HxfMvDuv8lvp4Bhz5XwIb/g4EPgF7/FECBfyGAjP2AAyT/N/+lgpw9HIHDflWBgr8KQK7BwL20QXa+sQAtQB4/r4F1frQBjj60gC3/1X/8gLL+lALxPS3BxD39Qhr+RIBfQqG8qsN+/PRBSf8dwPJ/LAAbwWo+0b/xADCAWP3NAqv/S373QhS9dYBTQEw/SwED/x1BJ77OwRB+xUDxv/6/GYFLAAn/KoFVvrY/HYI7vaiDPr0bQcl/qP7zQn788AHMfzyAl388v8TACT7TAbX/cIB1QLI/WL8+QVe91kHuf1i/BAH6vUPCCz4MQgu9oIGvQYJ9IoQSfArCSn7zQDnA1T3sgeI9X4JCviZA4P90f4bBmL4UwgK/I0FbvI2DFf5gf/YCCnyJAtU9/cC0PrpBrz2/AJcBQr4Jgn39qsANwec/cgALATJ/Of8Lv/kBgvzWgvl/aX5Rwqv9eoBKf+V//kAwgHRBWj3jwPwABj4TAor+ZAGs/6pAkf6kwA9Atr6mQf1/OAB+fmUB6DxMQj+/Rr7/Qrj8pkL8PQGA2gDLfsmDWn2VAxp9kv7CgiU97sHa/0OBIz+4vwl/sQAvPtBA8b/1QaH9ogBMwLm9KcMLfv3Bq37pQVJ9L0Gwv5l+rUIHP2m/b797QKT9DoJAvZlDlr/pgACBnb4tAVXAYgBbwG3AlP4xgY09db+PgX89gsHVwFG++UBOP/I/SoBRAlc9SEJngOf8rsHVv7CAbT92Qel+ZoGFvrr/M4In/I5Dk31NgiT/M39igOr9BMV7eriEA/8EvkwCVXuCxQn8CsJl/lRAmkCP/QRE6nt0gn+AF38uQVa/3T+aPuYCJ34lwVCAjn1UQrE/Mn8Fwnu+kwCCQAkAqX+kf5MArj6ywaX+c4Eq/0YABv+H/sxCAb3mw7G7m4KqgEF9EAMPPfeB2jzXA2m/Sn7XQhB94IGsADq/TkFzf08/7MCagHS/Rr/wAPS/fMBAACLAuv8TgQP+KkGLPw8/4ICFvpEBBryQQu7820DEgHS+S8Baf8cAdT3pgkQ+5wApgTyAhL5YgT1AKz8rwngAZMAIQFwAIf+ygMf+0kEWwFA+JME1/1L9w8ILfcqBnUANQBjAxX3+QlX9QoMJvmVBjT+MP1JBLn5PQbB9o0NGvIyC4/3FwHuAW76zQmk8uUSZuyhDfn5kv2BC9XypQ60+T0CWPxKA9/6hgLk/r3+uwMr/QL/d/9aApb6agqy90cGAPyz/igDev3fAqn6nwa3+4UDcfyiBBz5dQQ+AbL7NweJ+CYBcABSAcH7AATE/E4A0AJ0/rL/EQLl+QwC7AMX+XQF4/t9Ahb+igM//fIC9wL89r4J1vnmAPT9eAIEAKH5ggqH9rUAywJu+hkDlgEp/8P9JgEsACn/dQRG/w/85wOi/McBjP6N/bMC6P/U/1j86AeK99b+Igh/+C0DxAB6AO3/xv9vAQgB8v9t/yEF7vq1ANkDaPt/ALAAtgN3+zUFo/sP/F8CovyfAv79BAX0+UkETfl3A+sABP3MBej7AQew+M8HffodAIsCd/tIBe/9oAHF+5kD6/wN/roEUf6j/54Dev0L/+AB2f8P/BIFrwHq/R8CZv31AOL8cgMg/s4Et/vMAdb+tP3MAVf9LQfU+9UC7fujAwT9+QBYALUAygNP/JUCKfuZA/L7dQS6AP794/+r/fz/gv6uAqb9ZQHC/h8CbPyhAFf9mwG6AMj9egRD/gf/+f37A7T92gLq/RIBIwMq/k0BAAC0AXAAwv5kAkH/5f3NAJz9IgTb+V4DGv/3/3AAZP+GAuD5PAdl+k8Drv6DARECD/wxBAb7NgQS/iQCgf9rAL0Bjvx7A0T9AgK4/qYALwEh/XAAxPzzAer9z/8bApsBOP+z/v0BL/71AHsDdP5v/g4EgftaAkv/G/5/AEb/ywKO/C0D9fx4/qoBt//CAcgA5P7l/aUB6wDf/hMA8wGL/wMBUP8EAC8Bwv4EAEEDcv/I/VUC5/x6AJwA/v2PA3f/7f+W/p7/xADw/EwCt/8EANsB+/t0AT/9R/5VAur9+AGJ/PAAbfvB/xMAXfwKBNf9DQEp/04AJf6IAbAALAAZA9IAPP9W/oH/zf0CAlsBgv5dAEgByvuOAMYCBfztAjgCMQBNAT7+IQGr/eQCAwFIAVkDawCTAP3+DAJrAOYASAE9Anz/nwJD/sb/oAHS/eUBtAFmAFf9hACo/9b+lwBYAPn9oQDz/kz+MQDi/Lj+Kf+9/mT/6v3h/XL/gfvy/xP94f3a/hz9oP5F/EH/wvou/5j87fvR/jr99fzn/Eb/T/x+/dr+/v3n/PUAuf1D/rkBm/6OACYBNwOvAXAEpgTUAzIHfgUdCJgIMAkgCisJ4wsDCjAJ7gomCSwIiQjeB4UDkAbVAgAAJAKb/hv+sfyJ/C37zfkN+SX6o/fg+Uj5O/g1+YP5q/jQ9u/5Y/dO+Hf3bPi6+Pf2RfgF+DP2BvfD9Rv2h/a49rb3XPW793X0zPWK9771UfpD/roA3gc9Cr8IqQomDbYQhhN3GKMYzhlDGh0V7BSwEUsPpxDMDiAOVQvPA9r+T/w1+QD4Yvga9+fz9vPN8P/vh/G18J30Lfdh+az83P0u//kAOwS/CDEMtw8sEf8QcBHtDzkOBw/6DGMLzQlQB3cDyP13+3T1B/YA9PLuhe/46UfprOeh6FzoIOlY63DoAu5f6oHuSu+y7gj15fFB99DyvvXw+Mz+PQrJDNAPvQ5JEXwPexTyFyQcRiDTHbMfnRkzE/IPww3ODB8POQ6OCPYDnvvy9mL0cvNU85XyMvN08WvwFO/j7u3u1vGQ9gT5IP6OAEH/iQCsA4cGCgjKCy4Pnw+FECwRMBEvDqYNyQziDE8MOgmeB7wCiQBU/Fr7uvgP+En4/fV99jzzffb98W3zkvUl9tz0DfW6+Fz1wfYw9Ub3IPZy9wz2H/cN+Xf3//SD9RD32POS9bP2vPuM/msABwIjA3AE+QXZB2AKgg5qDl4QaxE/EV4Qkg2CDlcN/g1ODbYMJAuiCFsGXgN4Arz/af+H/un+Tf3J/O375fkW+tv5s/ov+sX7bPwt+3L7D/xY/E/86v0V/5X/UgGRAaABdAHfAlECCwOYBLYDgwXZA0QEOQVZAx4DbQOGAsIBWgLEAGsAAACX/a/9gPwZ/Oj7jPpp+nT59PlY+BT4GPiU95T3+/cr+Sz4TPqD+XP6YvzC+lT8nP3n/LT9gf94/t7/AADG/7AANAHRAYMBRgNpAgsDeAK2AyIE9wLwBLYD5wO7A6gDhgL2A4UD9wJOBOABsQPyAlECtgNtAywE0AIKBJ0E8gLiA6wD+wOUAygDEAPaAhsCTQGIAWYAMQDP/4v/lv69/jj/kf5D/qn+wv4S/sf+Lv/k/mX+rf9p//3+fP9v/sL+s/4l/mr+JP9b/k39zf0Y/e37dvyt+5D7FPwV+5b6h/pp+gn5iPmX+bX40vkX+f/4gvpl+of6RfzT/DD9rv6G/8gAWgIVA8UDXAUWBgIGZAYaB1kHVQf7B7sHowfUBzIHxgbQBowGUQbvBaoFPgWdBKMDTwMtA0wCKQJXASoByADB/y7/C/8Q/xL+nP1r/Yj96/xn/Bj9v/xr/TX98Py+/fD8Dv2N/VL9Pv7C/nj+i//a/i7/lf9V/zUA4//IAM0AVwESATkBYAHXAJYBawCDARcBfwCmAKP/lf/W/pb+Fv4S/hj9RP1E/U/8VPye+0b7PfpG+yn7gvrU+0v7d/ue+5n7D/wT/WH9Pv7P//L/xAAvAdsBmgIZA6MD8ARvBWEFVgYMBswFzAX5BbQFLgYqBqAFqgXTBPAE9gNeA5QD9wKCApsB4AFvAeYAlwC/AMgAsADEALL/JwAf/+n+b/4v/pL9fP/MBcMF4AH4+t77Jv2h+f/4GPhz+lb6jfnL9ufzb/VS+b/8a/1i/HD9O/wD+q/56/zZ/7796P9X/cv/gPwA/Hz7/vnrALT9vP8f+6/9uf17/Fv+d/8TBN8CCwdEBHUEvgUoBxkIewiRCpsKhgu6CMkIRQgFCJQHDAYKCPkF4QQjA+EA0gCH/icARv8L/8P9Z/y4/kH7rfst+2L8pf4p+8b/Kv7i/M78sv96AIP9/ALG/10AYgAiBFsBff6sA9YFewPB/7EDfwQxABr/cARYAGYA3v+8Apb+v/yQ+wkAYgDQ+q/92/lRAm72ovhS+fz6wftq9c354/fD+Vf1FfcV91b6ovi4+mD6PPvp/oz6wvpi/EQAdQAhAUEDpALzAa8FjgS6BL4FGgseDH4J6gl/CKYJDwh1Cc0JfQr6COkG4QQ/BNkDJALMAWkCPQIb/h//Uv0g/l38df2g/on8nABp+n3+/v3D/c//G/7MAaX+KQLZ/xECLwF3Ax4DawDyAg4AIwOy/yIAVwFD/uEA8v/T+Fr/cvs//dn33fx4+krzXfyr9Fz98PDq+aj3yfhF+PTwdf0W8jH87/X//Bb2d/e+/T32Kv7F8wcCP/3WAT8EcwJ4BpUCQQtuBoAMwg6ZEEsPUg3eD+YNlQ9JDdQPfA83C5IJnQgQB8AD7AOjAwwCjP7n/FT8vfrq+cj52vo0+tj4RvcD+pz5OvmJ/AP+A/74/vMB5QH8AvYD6gVbBnQFowdpBocGzAVCBogF7gHiA5YBoAGx/Lj+wf8J+ZL5NPqy9zLzY/dz8lP0efVS8dTzI/MI8RHyDvRR9vfyevRU97/0c/YO9Hf7PvUo94D8rftc/aUBcgf4Ad8GfwgaCyYN+RHREg0S3RTSEcwSQhOZFKASvRLAEIoMvAvXCScIqQbQBk8DFf+s/Nn7Dfkx+BL5D/jp9l30zPXX9Av3dvg4+on84/sW/jr9qgH9AQoELga5BZQH7wV3Bx8HogiZBzIHggbiA6wDqwBlAfz/zf0m/Vv6hff69KD1ofTj8oXzDPIB7zLvhe8z7kDvIfEU84nwfvE885Dyp/Ni9Oz3DfX89lH6//y0AQYDtAUTBOwHCws5Dh4UxBWmFXgT5hUtFOYVOxluFxEXFhOEER0NQAwJDRAL6wiOBN8CCP6o+237xfvh+Hf3uPaG8lTzkPJh9V/20PY397P2fvmv+Tr97v4hAccBagGpAnsDTAZ9BqgHlAffBq4GJQalBf8E4QQKBDgCy//R/kT9y/rl+ZP4ePY09c/zMvOD8eXxH/KE8PnwKvGB8r/w4PEs9Gv03fMs9JD2MPWZ9xb6ev1D/pMAHgOGAv0FwAfYDCAODhFsEEAQWxLNEdcVoxTcFSkTWBGnEJYOow8NDpMMTQmCBhgE4AFNAQ4ALv/2+yv51PfG9hX3X/YU+Gn2X/Yu9i335viX+VT8FPxM/lv+Vf/mAB8CVAMQA4QEUwQnBPoExARTBHsDFQMCAvMByABk/1X/fv2i/Ab7Kvpc+fD4cvfu9i72b/XR9SH1V/Um9bT1OfW59d/2BvdG99739vc2+FL5h/os/Kv9YP4/AFgAHwLnA6AFzggECdoK6QpUDFQMCA5yD7gOrg6cDdwNGQxnDEYLEQoECe4GGwZsBM8DkAL5AEb/0v1c/QD87ft2/Oj7Ffsl+qP7Mvtd/Gv9V/1R/oj9gv4I/pMAawCJABwBxAAcAaEA/QGMAVoCIQEqAQ0BYgBYALoANQCu/lD/G/7h/a/9pv17/Hf7z/vH+lb6zfma+nT5Z/ir+In4jvhn+Hn54fjw+Ij5iPkv+tr6uPoy+9T79vtN/WD+8/4AAAMBbwHBAsAD8AQRBi4G8wayByIITgiwCNgIpwgxCAoIOwjPB20HKAdfBpcF+gSwBMQE8QOFA8ECFgICAlsBvwBrAH8Awf8u/6n+IP4D/j7+yP1r/fT9Uv0r/XD9uf2+/Wv9Fv5R/hv+x/48/0b/Ff+z/hX/Wv8Q/5X/wf/W/pb+jP4+/n3+C/9l/nD9HP3n/J38O/wP/JT7Vfvk+r36H/v4+rj6lvpH+n36N/sV+5n7vPtG+5D7NvxY/M78Vv6C/vj+3v8DAbQBOAJZA8ADegQrBeAFxga9BtAGcgeGB4EH7Ac7CMUHBgcaBy0HqQYHBu8FYQVsBDYExQP3AkcCzAE5AboAGAC3/1X/m/4g/tL9Uv3//Bj9ifyF/NP8k/zT/PX8//xr/fT9Df6M/rj+EP8z/wv/i/+B/0kA1P/U/0QAwf+y/+j/y/8k/3f/0f69/nj+L/4l/iv9E/2O/DH84/u3+6P7aPsk+xr7RvvL+kH7kPs8+1X78vtK/Gz8Nf01/fn9JP+e/4QAYAEHArcCewNTBEgFuQUMBp8GywbzBksHdwc3BzwH9wbQBrgGJQb5BU0FqwQKBIADdwN4An4BFwFEAJX/o/9V/3j+Kv4N/s39g/2N/df9cP1w/cP9vv0I/kz+YP64/hX/Gv+8//z/sv/j/xMAGADo/1MAWAD8/8//lf+o/2T/bf9f/xX/YP7D/fn9a/1J/Un9yfw2/O37D/y3+7z71PuG+1D7Y/vF++37D/xK/J38zvzw/Ln9Vv6b/h//o/8JAKEAFwHgAYICCwOAAwoEzgTOBCEFoAXWBeUF4AXIBaAFUgU+BfAEnQRdBKgDcgPoAl8C+AGWASoBjgBwAAkAmv+o/2T/bf9L/xr/hv8V//3+Qf8p/wf/JP+j/1//d/+e/8H/4/+j/+j/4//j/8b/BADt/0v/d/9y/wv/8/7H/pb+av70/TT+1/11/Yj98Pz//JP8dvxd/Oj7FPz7+yP8APwA/Cz8LPwj/GL8Sf0T/TD9kv2v/Rv+Of6u/iT/t/8nAL8AHAGRATgCeAIyA2gDuwMsBHAEnQSdBMQE4QS1BHoEqwRnBE4EEwSeA4ADEAPaApoCbgIbAqABmwE+AQ0BEgHmANIAqwChAF0ASQBJACwAJwDt/8//1P/Z/3z/fP9V/xr/UP8z/zz/5P7W/qX+gv5q/hv+av4b/v791/2+/XD9V/1c/QT9RP0Y/ev8sfy//In8bPyJ/HH8bPxF/Hv8jvyA/IX8Cf0T/RP9cP16/dz9Df4b/qD+B/9t//L/SQDrAG8B5QFaAtUCQQO7AxMEbASwBMQEEgXOBNwE3AS/BLUEcARiBDEEAAS2A0YD6AK3AkwCFgIWApsBUgF+ASYB5gDcALAAiQB1AGIAZgAOAK3/z/+B/1D/X/9a/0b/EP/k/uT+s/6g/q7+kf54/mD+YP54/v79IP4v/uX96v2h/df9r/2X/ZL9Uv1N/Rz9HP3i/M78uvyx/Nj8sfyn/Lb8uvyY/Of8+vz//Cb9iP30/fn9eP74/nf/6P+hABcBUgECAp8C/AKKAwAEOwRwBI4EzgS6BLoEugTEBLUEiQR6BCwE+wOxA3sDdwMQA7cCkAIpAhYC1gGgAXkBQwESAboAqwBiACwAMQD8/7L/Wv9G/x//6f64/qD+h/5H/lv+L/4b/gj+Df4b/hL+Of7+/fT9Ev4D/uX9Ev4W/u/99P30/eH9uf20/YP9df1m/U39HP3J/MT8yfys/KL8p/yi/L/8v/z1/DX9V/3+/WX+2v5t/9n/awDIAEMB8wGaAu0CVAOsA/EDMQREBKYEsASiBM4EkwRTBGwENgQOBOcDcgN7A08D/ALGAmQCUQLlAcwBpQFDASEB4QCcAEkASQAYAN7/qP9t/0b/+P7H/vP+7v6z/nT+Zf5M/i/+Q/40/lv+G/7v/Uz+Vv4W/iD+Ev4g/jT+Pv4S/uX9zf2r/av9g/2S/T/9Cf3n/Nj84vyF/Gz8Rfw7/Ar8FPxY/Hb8p/zr/FL9w/2R/v3+lf8sAIQAWwHMAXMCAQNjA7YD4gNJBLAE8ASYBLAEyQRiBIkEWARiBF0E7APZA0oDVAPVAu0CtwKGAqkCWgJ4AkcCWgIHAogBTQF+AT4BOQFJALz/S//B//3+Jf4N/gP+jf1S/Sb9VPwc/XH8RP1B+yn/0f6S/fn9sfyI/R78Kv4G+zb8uvy6/AD8GvvK+8L6yfwP/BX7BvvU+xT8H/uL+yz8e/xX/er9kv1H/hMAxABIAQcCAQMoA1MEHAU+BeoFqQYQB70G2ga9BnMGnwZHBmYFBAWTBDEEngNUA8YCLgLRAX4B6wDmAPL/ugBy/0H/zP79/n79//x2/GP78/q3+6EAxgKMF34Jjfk8+68FqAfZ+8gAN/eCBmwIpgDA86fzhgKL/yMDZvkE+bb88gJjA6D1zf1L/zP/0/y8+9/+qfrCAbP65fmT/CT71vk2+JD7d/cr+Tv8K/lm+QX8ifyo+478awB4/v4A6wAzAjAF5wMMBlwFOgkQB30GLAgZCNMIjAZACC0HhwYqBrQF2gZiBGIEuwOsA1kDkQHHAVIBgwH1AM//Ff/3/wkAi//I/eT+CP7C/lD/fv0b/ur9o////G/+3P3+/Zr/IP7q/Rv+t/8z/yn/uf1l/lf9L/7h/Z387/3q/dn7XvuX/c35n/pI+Yf6Evna9n/4dfQA/L75yPl6+LX4G/7F+8gAWPyqAdsBDgTDBY8DqAduBuQKzwcXCd4HEgnKCyYJvwjeB/8IfAfLBvkFxAQNBaYEtwLWATgCiAFTAFr/Av+b/i/+gv7//Fz94f25/Rj9WPwT/Rz9Kv4J/cn8yP29/u7+Vf8V/x0Anv8nAC8B1wDzAToAGwKTAMsCyAC3/6wDwf8/ANn/oQDw/Aj+Kv4a+8n8Kvom+Wf4TPr89jD18PRN9XX0r/XD9b71J/j99e76a/mp/vn9gf9sBMwBvwTrBP0KbQeSCcYLuQk3C5gMygtsCN0MAQuhCSEJrwnkBvcGLAjXBJQDSgMOBKj/1gFdAMH/8Pyc/f3+7fsz/2D6tvxA/Aj+i/vu+oH/Z/xN/U39x/5+/U4AJwBH/sH/AwE6APz/ggLXAJD/zQBTAK7+b/6B/839oflY/Gn6Ovl/+LP2KfZW8bj2tOyf8oT4T/Pl9Q/v9Pnm9CT/uf0t+4sCGAAcCbYDBguOCHsMBw+hDUoMVQv2EF4QgQ8yCyMMZwyiDHMKxAjfBo4IQwWoA5UC7gFSAT8ASAHV+hn8Svw//YH7g/nH+lv6Yvxz+ir6APyn/PL7Svww/T7+7v5YABgAd/+qAbAA/AIMAi8BPgEkAkcCP/1vAS7/K/37+xr7zfkP+E74V/UN9QTwYfD+6Ov4yfQf8tDu7+xX/YfxcAQX9Vr/SAGAA2UKTgCyDy0HVRMDDmENkAuQD08U9w9QD7cLnQxcDUMOXAl/CH8IDwg8A0gFOAIRApMAdAGH/lr76PtB+xv+Efpl+gD4RvvN+TD52voM+tr6A/qU+xP97/2z/hD/gf/lATEA2wEABEYDEAOaAgUErwF0AZACUP8JAMr7If0H+lv6wfaJ9NXyT++N7Gjq7ftu7j/0EOaB8vf2c/YMAr/w/AZd+NMI3wK7B5MMLAixFJYKvA8bCqsRyBGIEiUOfQqoCzgPOg3uClwJfwgLB/kF2gYkAmgDZAIBA0f+Svxx/L79oP4t+3r4tPnS+Yf6w/na+jD5TPpL++P72v4s/Iv/A/6CAsb/7f/QArcCUwR0AWABTgCOAE4Akf6//N/6o/ec+WL0DfVv7dzwGec18Fj4OO5U84njqvlY8D0C8/oS+VIFWPxyD8H/ow8ECdcR8BGMDugP9AmUFCUSfRMEDcEL+ArNDXANDgmZB7IHtQRIBVkDEAP8/0gBLwEJ/fr8y/qb/nb8PPtw+XT5x/o4+nL7yPmR+vz6vfoC/xP9d/9g/gAAqgF6AIQEfgExBEYDTALCAQQAjgCz/lL9Cf1t95j4a/Tb9bfudO196cLp4/uM7ZnzF+QI9YP1n/pjA8n02Qdo+64OmwVVC/oMnA2zF4IO4RHpCmUSlROpE8cOmwrkCqIMHgy0CXMGPAeZA3IDNwMCArL/Zf7mAFj8v/xp+ib9ifwZ/L36//iu+h/7e/xK/O37Z/yJ/Iv/lf+JAFUCRACuAtUCdQRKA7YDrAP9AXUAi/+5/Wf8hfz79233oPHJ9LvrIO2O5//nx/oE7GTymeLd80316vmjA5L1Rwap+h8Pzgj5DbQNxAzgFhMRzxSLCyoS8xIQFKMPhgtnCOgLgw0rCeYEaQIBA5oC4gOy/zr9kv0v/gr8xfvz+hr7I/zf+jT6+fmW+i37v/zw/Br7Mvu2/KYAPQIDAUv/gwGPA8kEhwZSBfAE+wNPAxUDeQHNAO/9E/2j+9b1wfZv8Tb0beoA62PiUuxY+HHrq/Af4SX28e/wAG3/IPpGA/v7+RGuBmYRhwpIEiEWvRKqEnYMWhMbE/YUMhBuCpMIowsJDakKEwRGA+sAsQNfAt7/Tf2I/fD8O/y3+xv6yvsl+pD7VvpQ+4z6HvxD/o39Uv2H/oH/agGfAp8CJAIRAtUCRgPqAZQDDQGr/bz7kfqz+un2I/dl8QnwyOjM6V7ievBo9xvtCey74kj1BfS0BTz/TP63/5wAJBNnDKEVnQwsFcAUsBWYFR4Q5RYfE8AU7g71CIkIfQqADIIGLwGt/7f71P+a/3X9XPn39vr4kvnL+iz4f/jI+SD6H/tB+x/7tvw8/ywAHQBB/3oARgNbBssGsAQdBP8EBQizBqAFowNeAykCNAH4/j/5pPoo98X3qvE68Crpiecf5vTkWfd766HsSeN97fvzDflYBI74LQNi/IgNCQ2ZEEQRShCKGKoSuhmcEbAVIxQnFR0VyQwvCsgJ1w1CCnUEpQGr/R0AugB0/jz7JvkN+Xb4OPqD+c35v/jq+Vf58vtj+4P97f9G/+j/iQDMAW4CnwYCBskEdwMXBX4F9gOKA/UAWABn/E355vjy9vj18PAO8MvlJ+eJ39fshffM6bTsNOAj85HxuwMoA8/7eQFJ/Q4VUQ71FaAO6BMlF28WERvSEdIV3BEHF8UUAwr6CKcIyQyBB18C8ADc+On++vwE/bD4F/V99pX2Efrk9pn33/Zg+rj6ovz7+zD97f+wAKYEIwMLA04E7AfICRQIqAepBpcFFQc+BY4EiAG+/Vr7JfpU9yf0j/NV7gPtK+Sk5YHdBuqK80vqCeyI4OfvDPIZA7YDzP4nAOYApBN/ERsXBBH5FgwXmBn5GkoU2xY4EwYY9hRdDH8ILAibChEKzwPL/2L44Pm4/iz8lvpP88T0x/UM9k35Cvhc+Vn3kfoL+0T9ZgBqAScEBQS/BOIDFQewCJ4L9QiNBScEUgXmBJ8C+AHq+UX4wPMT9Cf0Y+8E7HPhv+Oj2VzoY/OL6krrxd7v7OjuOAJ9Bq8BxwFm/X4SmhO6GRIWUBjBF5QYkx2jGBIajxSDFhIWLw7NCcUH4AnZBzwDnAAt9wX44PlB+zj6wfKR8ZHxqfZG9yz4N/dH9kn4Jv16AOP/FgJdAGQGxQenCFcJTQnBCwkJvQqoB8AHkgXFA70BDv00+tr2UvUR8tnu/+vv5Lzhtt7o3dTqBuqe6lHlUOZ26070uwN3A1IFYgAIChcSvRd9GzoaPBzTGeoe3R3eHPoZrheJGRAURg+NCXsICgjTBJoCKfs+9cP1nvfx9+r11/Az7nbvevS49nL3VvZu9iD6m/7bAUYDygOOBI0JeAqLC8ELaAsfCy4LRgu7B3UE2gK3/4j9mvoI9dDys+3Y62XpeeRC4fvZVeEd53To+OkH5eDou+sP+GoB9QQWBuAF9QxIEjYZ3xvJHcEcHR7HH2EegRwYGWEaThmeFIIOWAiHBiYFAAQyA7n5xfOy8uPyTPaE9FXyOe107a7y6/Q6+Un4Mfjz+of+pAKdBGMHTQnXCZUL+ApFDGENQQvnDKcIQwUhAUH/tP1W+iL4x/EH7qTpUuhM5TTk29z43MXiiOQM6ZjncuoU6+jycvufAiUGHQiXDdIRMxewGYwfQx+2IXYhIB/uHyAbPBxRG+QXWxIQC7UIHAX7AyYBgPy290fy8PBD8WXxg/HJ73LuHu8T8OH0Qffl+Qb7iP2EAG4C3wZYCG0L8gt3C0UMkwycDYsL0gleByMDLABc/Sn7MveA8w3xf+xr6HzmDeSJ4w3gn+FP4svlnOjt6lnvVO/89s/7sQPpBikLSw8WE4wXERviHcQdmx8SHyAfgB2HG10ZaRcGFMUQdwsFCPEDTAIH/4H7+viU80fyKfJe85rytfCJ8Ezyz/PV9iH5ffoE/eP/EQJwBHMGDwgMCt4LMQx9CnMKyAkiCEcGtgPG/6z8kPuu9l30NPHW7SDtuOlc6KLnPeWH5SXl+uMu6j/skO698R309PX8+qQClwXlCYgNsRAkE+UWyxe0GnQapBuiHQkalxosFS0U6hKnEAcP2wkBBwIC4//v/WL8R/qd+JL1jfXO9DH01/RN9Wj33/Y1+Vb6t/sYAFoCowObBTkFigd8B8IKqQpICZMIVwUYBBMAlwDT/N775flh9e3yQ+0T8MztEO7x7//ry+597Q3tg/Fq8UT0Gvfv9eD5FvpJ/ZD/VwX6BH0GOQpKCJkL5wzMDmsNRg/EDAMOnQx8C0IKoQn1CHYImQfVAkQE4QBPAxYCVwEYAJ7/i/+c/T4BWv80AboAOgAhAYz+EwQ+ARMEvgXk/iYJbvpBB1ECIgBKCKX5pAaE9AgFR/bNAOT+q/R9/nrs8PwW7RP9xvK89hby0PJq9UztA/5/8FX/H/dL+/j69vc+AeX9zAFt/5kDZQGhADoJgAMEBWYFUwSYBAYHswZaAkUIOgBnBJYB7gGbASwE+AEkAgoEAft4BloCgwVvBTcDsATLArkF/AYCBtkHkwTgBZMItQSHBsoDQgYyB0MFagFHAmYAGv/AA5j8Ev7N/aX5iP0y90r8IvSe97MCifBg+kn9PvFD/hD72ffn/CH5fPsS+T7+vv3q/VoCTP6C/mD+yvvfCnv86gXqBWv0MAmd9JQDKf9VAtsFtPkxAFv6PQLg+XAJx/4EAA4ELfsSAaj/EwTu/vwG8wF5BSwAdwM3A9j8cgubAXYIvQHAA/oEVwFkBrL/pAYzAsAHawC8/wL/y/qpApwAuQW89kED//wK+AYDdvwWAgr4wQKa+uj/9vuO/CwAJfrhBLT1EwSY+NsBYvxy+84IrPO/CND61wC3/57/OAbe+90DUQK+/f75eQEB+18LEfYbBgL/NvSICW33FwXu/m4G2fvo//P++/skAqMD5wNiAKMDuP7Z/wcCxwFq/toKlPtNBYQAlPffBtv5kwQQ/6kCUfquAjEAR/YrCez3bQM4/z4B6gFp/zEAG/5qAcT8mQPcAJEBDgRW/roAJv3z+nUEyfzaBr36xASH9lL9dP4s/JwNdPGkF7LqfAsZ/GXxaxHY8yUSW/GcDaD1IwNiAHr9bwVp/zsMRPT5CS7yTAqB994HeP7uAbQBoPEvEvDjBRlE9Oj/BguG7iUO+vTVBkX8IgTI/QgBSvxH+lwJZ/h1CaP/iPV4BvT9g/nxB039cAkg9roE3fyz9r0SH+60FsT08wFrCUjoixPD9UwG/gDy/ycAAPhAEK/o1Avu/oQAswaq8QoQpeiDEt73jgAhCb36lQ/98XEMy/KBB0n9kwTR/i4CmQM09R0ECPVFEFLxmRCh9GgHi/8z9vkJm+kcFibsOQ7+/ef3ygdN8V0MoPX2AyMDbPwABF//7/2hAKsAiP1ZAwgBIwNE/UIKWPhEAKgDWfd2CKj7VQLY/G3/7fslBgj1FwGoC1bxhw4V/435lgp9+nP6iQiu9nYMZfoI/ksL7O+jB8v/rf/8BsYGy/pyB4/3IAo99jUFjApE8GoSNu/EDBHy/wQO/av99wI2+CwMxeqhFdvo8woe/Bv6mgbE9IEPeO0+EgbzeAa++WoFYAHh/VgEZgCvAev4vQqb8eoN2/WPA8z+ugSG8i4LNviE+G8SAuHHGxH2D/hfBnkBHfhfAisJnuoYHlnm7grjB6vwUBO75v4et+5IBQgFCfmFDDfzpgm59RsOfvnUA8oDeQHU94YCMQSN9YoQYOn3EzvvWwH4AQHzvRL35acdlu0VA6wDkvDkCv75Cwtt9+ML0PqR/rIH9PltA4ICEgUdAFEGdf1+9SUKlPM4An0KsfMmDTT6ZfXKBwPx9QQO/dH+3guc8NMMY/NG/1YGBfTsEAD4jAb+CYPsORJD8eQGLAQE+VISzfCgFiHoKBCO8IwGkwSr8JYbheKBHKXkXAk8/5j0qxHo7hcS1Pdv/qP/vPZkBjr9E/3XDeH0XQgqAfX4kgVQ+/8EJAK3B173kAZx/F77FwW/+NYBaQYhAZb+AQtN8VMAMwLF92AKgfdVAk0FPPc+AV34/PolClH29gczBl30ChAN7SAOfv0W8v4a2eb1FXL3M/+EBLj+oP4g/pMMJPKkE9fsvA/w9PD8tQSl9dMIBPlYCBH22AiQ9g79CgRe93cPpPbbBdAGtPUyAwr8sv8mAaIMXPVgDnX0CgSJ/N/+wwVH9rYYvOqzF2Pm2RQf7un+BxOY4xEkcuK0DR/3swIp+0f+RwYB+zMCiQCD/cT4lAcE8PEUce/KC0n9wgHo/zX9uAbS7E0n29wXFlcB7+xvEo7wWwrS9P4NHPW7ByX+I/d9BnT1HwcIATz7mQdiBP3xHgwg9gP6gQd0+SYJWPg6DZ73nACcALj2Kw3O9IELUv0NAboEbvr3AoX8qP9JBFf97g4U7xkM6fr0/aMHE+wWF0rr7BR17NsJ8/6p8lQQevAYDYT0BQj19KgHZv2J/EYHAPwxBML+xQNO+MYGVfvNAGoOVumvEpL5V/UJESvsghc17IkRLfN0/lcNSOQLHOziyBq08eX96Qps75QQgfL5Cfz6JwBRAuP7gAMq/mL4oA7h8OwMZf4o90sYeOX9EqP3NgQKBG33JxE36iMUbO9OBDwH0e26FantKxbR8ScAEQq652kbDug4D5YB7PeFDDrwGwrb7bcP1/DdCE0JBvMUFAzu7Ad++WgHy/qpAjYMz/cDCtn3iP3sA1b2pwimAO/9FQNo+8QAJv0r/Rb6uwfU92YNofBECdYBp+90FrbzBAWU+/AEOvniDL71pAIFBNT7tAET/akGnfgECZH+gAPO+AAMre51Dcrzygua+nX9XA3P5pQcJOHCEvv3fPtXEnHnMhjY724CjwO49s0RkfHkBl4DUgHb9S0QDvBACAUIkugOIormoBJu9qgDBgcg7V0RdPGbBdUCmPSuCjL7+vSNDdjvlhY765APQwFw+U8MfeUKHT7k5Bdb8fsH7/2H9sMRcedyHLHi5Bvc9GoBcAnJ52of1OLAEIX8p/j+DXjyVgr5/QP6TQXV+vsDBfghBT4BMfSnEOntOgnyAh34FgaW/kYHXfQqDqH58gIQAy72BA2K81gIZ/hzBvz6gf/5Bev0Cws/9DUNlPO/DFb6cfhyFEPoNgzQ+p0IavXuBmf84PkGENbtUQ709a0HMQCj964KMPXrBO8F+PWTCLr41QI1AKj79QCy/y8B2vbvCZH6DAKkBkz2lwUyA7j6JwC6BLP+3v/oAiL4kwg2+OAFhPg0Csf1fQaI/VL5zRHg5HAi2uEHFyv1xPzTDADr1xXt6oETpvReB+D53gcR9s8HtfhbARoLa+i2IVDdth2c7GMDpAay7t0Zy+UfGCTu4gOKAwr4wQY/+UIGgfuWAUb/ev0dBDr9tgMI/mX+gQcU86IImvq9Aen+3v87BA31uxDj7i0QYfDGBjoAAvZuF9bgsB5s7/8I/Pry9k0SxuVrGiDt8gs2/Ef+QwWr8K8WWeZ4G7DwLgI5DlvpBxsh6CgMff64/kICaPsSBf3+rgbd894L8fNyB1n3cfyQBhD30Ard89QLKPPODK7+5Pb0ERzorRj88moBRwJ4+qUOKe6xEKfz7wUSAQn56Ae//FoCGv+OBEHzFgo882gLzPVJALQJE/BVHBHhyRVD+RcBZQEiAKIERPRFFODkRiAf5oUDDQ7U5hkdyuZFENP8IfmXDb/rVhf57NoKZP/d/IQEWPjoB4v7BAmO8F8X4+EQHPfuAQN2DIriDSeB2cwj/ug2CNsJCuurFTbrqQr6/HH8agWTADz7ygOd/CYBK/0ABJX/SgPBAur14ws6+SQCcPk2BDsE3/YUDEfyUgnh/dH1Xw/Z7qwMW/o6ADkFRfzG/7P+5QVq9b0OLfMPDJL1owdw/dr+3QOD+SgMfvFODaLvpwx69JoGP/0C/9QDfvUpE8jodBIL9wUE8wZ69P8MVPPbBc788/4SAUv/Wv+JANMEKfbbCUj5TAKJBEn4dA5c9VcF1gF2+EcKF/FhDb71UQZdAH32XREF66IQNPEKDLb38wFbBgn0nBGT698Oyvc0AcIBTgAf/5YBuf01ANn/w/2oAxL5fw0T8M4MKPf8AlgEK/X3Dz/sGBWU77gGmgJE9MoLofBSDQbzzwsl9uQGq/0k/0EDXfiTDKHwvA8p+1H+bQNj++sA4AEU/DIDoAHD/aQGJfqvAaEAk/x9AuH9CAF0/osCxv+M/iIEufXNCaj39wL8AjT+dQQ0/hsCSPnxB2f0ugiQ+7YDTP6sA4v73fydCJruFxar7PwPuPqR+hoPk+sSEhDznwbC/pf9IgRL95EKV/UKCNf94vwqBu76HgM//RUDd/soA+r9FwH9ATv85ggk8n0OMPWkAn8EHPX4Egrr8RQs8OkGUQJp8uAScupPFB3wmQcDAUL6MgeN+Y8HjPqbAX8AHQA+/tcEMPmSBWf8WAAQ/9QDL/onCCj3Ygg3+6L8Xw8H6Qkatec7EH71dQCbBUj1Vw069DcLjfVRCk31iQgv/gr84QhE9GIITPpwAPUE5vj6BNIAQfuTBAP6XwIbAtP8OAbW9Z4L8PR1BDkBW/qoD+XsHBbz8asEVQJw9HEQNPFgCi37qf7xB9z0qgk390IGJgHr+IELLfdZB035agUr/UP+Mgfk9jkFsAAr+ZMIvPvv/X4FZvn7B2n28AiE+EEDxgKL9rANJPLNCZP4vQb5/c/7BAmf8mgQZ+/MCqj7jf3kCrrwVg739uAByQQE/csCz//t+wEDaf+XALf//f7WAZD7nQT//C7//gBuAq37MQje920DKQIR+tsJ8vJlDsPw4Q2o9xIBUQZO9CkP5+/NEfLuNxBn9E8DXAW49ggKaPenCIv2KgoU87EMfvXqBYb/uvyADNnuMw+q9RcBPwTY+PUEPwDw/FEG2/mxAw0B//gcCbz2UgW8/1MAv/yjA7361wDuAdv1kA8i8AYLpv1X/Y0FnvuZA9z9nv/yAmL80gCCBlf1ag7b8QELOPrv/eEEMfRfDzbvqhKd7ysJwgH/74MWuOmSEez3ZwSOBBr3eg0F60wTPPPlAf8EnveNDVPweQ5o8xoHUf4M+iUO7e6hEe7xxgY5Aeb0rwkF9IUMGPQ6CZ38pgA8Ayf4NQmw+NQD/QHG/yX+vwQQ9zsI6vk0AWsAJf6uBsP1OwyQ9lgE1wCJ+D8JNvi1ABYCJv2AA8L6NwNm/T4BZf7xA6P/d//2A435sgch9fMGhvu8AhgAy/+OBCr6XAVI+cECCQDNAOL8yQQJ/YgB8gLH+iMDb/6d/NEFe/x+AYICbvrQBgD4tgMAAB/76gXr/DEA3ADNADn+5gBHAsH7EwRl/iT/8wHo/5z9+QUA+FYG1/3Y/HoEU/i3CzTxCA5p9ksHG/6s/OIDy/rlCU/zfA9Y8FYO9PWbAVUHTPJvDkf2iAWv+R4Da/0a/0wCiP0xBGD+PAOx/IoDePq4Bp34FQcs/CH94QgQ81kQvOpiFXXwYgiVAjH0thBi65sWYutOEZDywAeL/0z6JQow7CYW+O3bDvv7YP5bBtr2/wh59cIKNPpSAWkGoPXKC3D0NgS8/7f7Rwbd/OEAjP6pAlH6MAXf+ooDi/8E/ewH+PVFCCz8uf0ACAb3gAwu9sQEM/8Q+xAHnfgxCPr40glX9aoJI/wq/h8HxPTTDIL2+QU6/Rr/KQLO/Nb+DAIO/X0C7f8Y/fsHXfhBB/n5rgJKAwv71gV4/rz/6P+WAQD8NQVt++QCLgLw/FsB3v/C/uABof3Z/wMBkP+lAcH2XQyw8McKp/wY/XYIHfTjCwv3pQVt94YHQPg4BrP+v/hKDHjy8Ax19O4G9P2EALYDXfxvBeP7uwM2/GIAP/0XAfb7pgQL+9kD9P26/EIGsvfUB7T5bwVw/XoAGQNW/vgBgPz5BW72/Qob+jYEhv9U/DwHDPYtBz36+AH//LcCNvxVAi7/YvyaBif4HAnw+IADi/9g/j8EHvyMBmH5DgRH/hv+5QFs/NACEP+t/2kC1PtpArz/sv/1ANz9qwRg+lgInvv1AJEBI/zQAnj6lwXv+XcDW/4EAJD/RfwXBW76tQS+/RkDXQAg/iEFyvdvBUn96P/fAlb+uwOh/fYDq/3+AJz9/QGu+gQFlgEL+zsIofmkAtL5aQJo+y4C6wAOAGoB1v7f/ob7LgLt+zkF4/vUB074Cwcw+Z8CDQHt+6gL6vX6DPj14Qhj904EAQNu9tQPrPP2Bw35G/6/AH75PAcL96II0/z0/dkDDfl+AQj+JgFf/8kEAAAjA3r9YgAnAIP9ygOz/kwCzAGhAG3/2wFM+t0DnfzRARUD8Py2A1T8B//O/McBVf9/ANEBeQGMAd/+qP9h/ff/pgBf/08DHQBvAVr/IP6QAp38agF1APAAJgE8/6UBNP7CAab9wv5rAAP+1gEnALkBEgEIAbn9UwCn/Hf/qwAD/psFyP3gAb3+a/3q/ZH+1wBt/5UCDQE0AUH/Of5v/jj/UP/zAUMBSgPU/z4BTgC0/TQBsfw9Aov/egCTAMz+egCA/PL/5f2wACn/FwGgAfP+cwK0/UcCuP5XAasAEwB9AvT9aANp/0QAjgDM/gMBqf4C/6P/rv5rAOYAawCB//z/Lv+9/m3/lv4sAPf/yAA8/5wApgBW/sQAHQB+Aa8BxACwAOEAiQDW/vkAS/+8/8gAvP/rAJr/L/5t/9H+av4AAPj+xADj/z8AS//M/ob/YP7G/8QAdAEJAG8BPgFa/w4AMQCl/m8BnAAdAIMBkP8AADP/lf+p/iwAsv/B/zQBcv9OAIf+ZP9L/0f+egAYAEgBHAFEABwBJwA8//L/IgD9/jQBxADB/34Bmv8OADz/cv8OAK7+DgBrAEb/oQAz/+7+iQA5/vAA7f86ADUABAAJAFgASQCe/1sB+P60AUH/hACe/xr/egDk/moBoP7XAFX/MQBEAAv/0QFV/zQBiQCwAJwA6wCqAa3/OAJ3/wgBZQEV/+sAfP9/ABgANQAxAGT/2f8H/0b/z/9y/5D/OP9wAAL/oP5JAAv/3/6mAHUALv/zAUb/sv/U/5b+rf/M/gkAQf/L/xr/mv9t/8f+X//z/rz/Vf8xAPf/lf/L/6P/OP8u/7f/UP9rAJr/XQCt/7f/y/+Q/4b/0f5bAXz/4QCOAFMAAADZ/5MAWv+IAZMAUwCMAS8BZgDqAUQAUgE9AjkBOALbARsCcADqAQgB3ADlAbUAgwE+AQgBegAqAUQA5gBNAQAAwgFdACcA6P9y//f/kP93/5D/5P7p/pv+zf08/+v8x/7p/o39M/8w/XX9RP3r/J38jf31/Bj9fv02/Gb9Lfte+yf8pPoZ/Hf7QfvF+8v6x/rU+w/8D/w+/s78jf2I/QX8Q/5X/fP+IgCcAPMBRgMMBgUIVQtDDmYROBO3E3IUtBK6EbEQGw42DBYKfQY3A1gAJv2Q+8j5a/mD+ar5ePrk+sX7D/w//bT9ZP+B/9n/EgGe/3oAvP+u/p7/m/4V/2n/Q/6g/mb9T/x4+lf5mffa9sb2w/Vk9vX08PRK80Xzu/Nt83T1r/XL9hj4hPiY+DD5yfg/+ar5vvlR+kz6svv8+vwCyQx4ExocsxtHGzMXyxOOFfYU6hbwFWcVSw9LBzP/pfXY83/wLPTj9yf4ifi19Gv0wvG38oP1DPqQ/6MDiQiYCAYL6wh7CPMKNws0DqgPtw/+DUcKJQbiA7AAEP9v/hv+g/3t+9r6nfgf92n2Mvdw+Q/8l/14/pX/CQBEAIwBLQOPAwoEWQOpAm8B3/71/Mv6Q/kB9xH2DfXy8gLy/+/U7lDuh+3C7bPtFe497t7une918KXxH/Jt8zLzDfVk9jcDPBTiHUEpViiaJIgefRvsHc0eHSKRHzoeDBOzBkz6Ru5G7jHrR/JR9v/04vN17GbsgepS7I/z7/lDAT0GFgqqCXEIjAYWBvgKaw1rEXkSBhBxDCEFuwP1AOP/cAB8/+P/Jf5A/HD5Bfgp9lP4vPuC/tEBiQDmAH8AyADZA7kFmAgdCHwHQgaUA2AB9P0r/Xz7WPyj+3j6WPin81ry5++h8L/wkfFo82Pzf/SJ9Lvz3fO19E31Rfgg+r36Y/vb+fH3sve59Xj2VPeO+NEFpxBwGi4gMR3wGS4TxhMbF40aTx2zG0UZUQ53A1P4EvFD8TnxyvfE+BX3UPLY6+XsQOtr8Mb2+/ugAfcC9QSxAzEEZwQBB7sMGg8NEnYQIQ3TCPsDogTGAjkFywZZA54DA/4v+pn32vZ5+RH6Vv7o//f/of1a+538RP3kAtAGrAiSCVYGOwTzAeYAqwA6AE0BPgGL/9j8zfm+9Sz0k/RI9a72A/Ux9C3zzPG38lTzGPSh9D716vUC9m72+PWg9er1i/a49gL2YfUS9U31HvxzCs8UbRyrHqUa2xYdFdQYHxyRH5sfvBzcFZIJEwBz9n710Pb1+PX8BPnU8+rscupP69Ht4fR++df9Gv98/ywA7f9CAmYF6QqGDx0RMhCODOAJ7wXqBe8JyQjwCAcG3ABr/Xn5F/mY+Jr60/xH/un+jvwl+uP3ZfpJ/WoBOAbaBrMGAASLArQBzQDzARkDzwOsA34BcP19+vH3qPer+Ob4hPil9Rj0mvLl8RTznvMi9MrzhPTK86zzTvQy8/X05vT49Xj2nfQT9Gnyt/I894gFkhHTGbEd1BgmFhwSVhfKHMcfvSPHH5Ybiw9iBMH7tvc9+uj7Qf9y+0n0zusc6P3pDuzo8sb2q/ih+bD4VvqQ+7j+8QONCaMPMBF7EGENAwrOCDUJuA7tD+8NcwrdA2sA5/y2/HD9kv2z/mv9FPyn+K/1yvNa9kv7Vv7uAbQBnAAl/oL+fwA5ATEEFwXMBU4EOAIEAGb9jf0T/er9mPzb+V73U/SJ9Fj0F/XJ9Lfy1/CP70nwTvB48njyT/PU80zyRfOH8QzyLvLY8633DAL4DvYUeRryF1IWSRUtGJYf6CCaJFkhGR1jFL8I7QKA/Dz/Kf8C/zH8OPIb7UXnMuol7Sfw8PQZ82r1MfTa9lv6XP26BAUIww0aD2oO0wyFDBUPARDjE+4SUA8RCskE9wIYAKYA8v9M/iP8Yvif9oXzrPOh9K336foU/CH9XvuT/LH8Wv/aAqsEmgYcBaoFsQO3An0CVwERAmIAUP+8+yL4IPbJ9Cv1//S/9BbyWe/p7ZLs6e2775vxVPOa8gbzoPHr8JXyX/Iu9hT41PuaBsIO4RXQFz0XTRYrFjccVSDCI+kjtyBjHDgTrQvwBF8CBgMvAT8AdPmq8ezr5ejq7NHtL/GB8sXvb/G68ET0dvhF/MsCUQYgCqMLaAvGC+oN3RC0ElgVpBNaDx4MWAjpBioG1wQtA0H/vPuw+GH1ZfUN9Sb1Mvcf9xj4LffK9/n5Afuu/qYAPQJfAi4CtwK8Al0EcAR1BE8DnACH/u769Pk6+UX4zvgp9uzznPD47bPtfe3i7xfxzPEc8VjwdfD675Dy4vNh9Uv3LPjr/KQGtw87FVYXfhYDFuoWMhyaILAiZSPZIG4bKRPdDKQG0wR0BVkDfwBN+RHyzuvP6hXu2e7m8MPwvO4p7i3vePJp9pn7sAA/BJAGNgjXCVALeQ7wEQsUUxU3FAkRoQ0uCzQK3QgBB/8E5gCY/Bb6svc99nT1zvSm9Cz0YvRr9HX09PWj98P58vtJ/e/9gv6t/xwB8gLxA+cDVQJmALz/6f59/tf9v/yC+q33jfUe8xLxGPBJ8P7wTfGw8CPv5O0u7rfua/DL8gn0WPh+AdoKbBBIEtsS6hIOFVsbaSBgI8cjKyJrHqQXzBLmDd4LowvlCa4GfP9n+FvxH+4y78jwH/LD8OjuTuwP6zntLPAm9Qv7/f7gATwDOwTWBcQIzQ35EawU+xQRE0oQlw2/DGwM4wvpCugHzwOG/3z7EvnZ92P3pPaN9Q702/HS8P7wn/L19Cj3IfnI+Qz6jPq8+xv+UwCWAccB0QEXAR0A7f8V/4f+q/2d/Ev7nfiH9vr0rPPy8u3yxvKb8abwse+y7m7uXu9u8vr4FgKICYUMWQzGC7EMuxCHFxMerCFYIhAgzRodFaERWRDOEP8QLg+zCtkDxPxG9z71UvUS9SH1sfOX8NvtcOzc7PPtb/H49Vf5mfsm/Q3+Wv89AkcG7go0Du0Ptw/MDrQNRA1EDWENUg13CyEJgwU4AlD/Xfw3++r5tfhL9xL1y/K18CfwVvEQ89L09PVf9qT2Mver+Kn6mPym/Vr/WAC6ACEBjgCEAFgAawC/ACIA8/5c/e372vrN+Uj5ovgP+Lb3xva59df08PSC9oL6wf9BAwQFNQWJBLUEUAcuCwwP1hJ2FPwT/hE4D3ANaw05DscOUQ6iDP4JnwZGAy8BqP/I/R78vfr++XD5uviK9yn29fSw9JL1gffq+Vr7bPwm/dz9JP+6AFUClAOOBJsFUQZ9Bl8G7wW0BWYFPgXrBEkEKAPuAQMBHQAz//T9Ov3y+9/63/rQ+rj6Zfog+pf5zflp+h/7wfu3+wr8gPwr/YP9+f1g/r3+X//G/w4Anv/f/iD+4f3v/Rv+of0J/Y78nvuM+lf5p/j29wD4bPjh+M35AfsZ/En9s/68/w0BmgJdBGQGbAhCCncLKAy/DAQNlw2SDRgN2Az7C0ELeAoXCYYHyAUTBAICOgDk/lf9gPxj+y376fpb+iD6kvn5+eX5kfp8+0/8RP2+/ZH+zP4u/7L/NQAXAS4CqQLfAh4D0AKpAngClQJRAhECPgGOAO3/Gv9a/+7+Of6m/cn8v/zY/Mn89fy6/Gz8Rfxs/GL8nfzE/CH9jf1r/cj9jf0E/fD82PwY/Tr9MP0J/ZP87ft3+/P6R/pM+iD6ZfpQ+yf8V/1D/sf+Lv/L/wMBqQI/BOUFYwenCFwJyAklCmAKvQrCCgELWwrSCUgJcQgACO4GDAaiBEoDHwJbAeYAXQCy/+T+CP5r/Qn9ifxY/AX82fvo+yf8T/yO/M788Pww/Y39Df6C/hD/af/U//z/CQBiAKEAPgFSAU0BIQGwAEQAJwBwADEARAAAAMv/M/8u/0H/oP7H/pb+dP7c/df9yP1J/Vz9Cf3n/JP8Yvw7/OP7z/vF+8r7z/uG+2P7Y/sy+yn7C/sV+9D6vfof+8/7yfyN/Q3+pf5L/+j/NAFkAuIDFwX0BUEHzwdACKwI4QgwCZIJkgkmCY4IygcVB24GDAY+BX8EzwPVAscBEgGmAO3/d/8Q/5b+L/75/dL9Uv0O/Sb9Nf06/Rz9P/1E/UT9nP3X/df9Df50/j7+Vv6C/r3+Kf98/8b/t/+L/57/1P8/AJMAlwCwAGYAawBmALoAyACOAJcALAA1AMH/af8k/5H+Df65/bn9MP3//HH8vPuG+0b7KfsG+9/6mvqM+sL6mvqp+nj6n/o3+5T7xPxS/S/+x/6Q/6sAFwFVAkEDMQQIBQIG1QZyB9QH4wc7CBkI8QfPB3wHJAeMBjMGvgUmBZgEBQQtA5AC7gFDAQgBoQBTAM//X/8C/2X+R/5q/ir+6v2v/ZL9iP16/b790v25/er9CP7+/Sr+W/5H/lb+m/48/zP/bf98/yT/mv+t/xgA7f8sAPz/1P8TAN7/SQDZ/8v/2f+a/y7/C/90/gj+Ev7c/Qj+vv11/ef8v/xK/Dv8YvwK/Fj8I/xi/B78D/x7/AX8v/z//Jz9oP7k/s//RADcAFsBLgLaAnIDWAS6BG8F5QUbBlsGaQZkBp8GaQZpBlEGzAXMBT4FyQSYBM8DWQPoAnMC5QFvASYBZgA1AJX/EP+z/lH+Q/6v/YP9iP1X/Wv9fv1r/Zf9XP11/Zf9w/0g/qD+7v7k/hD/Kf8f/1D/af9V/5X/X/9k/1D/X/8k/8z+C//W/r3+lv6g/j7++f3v/cj9vv0//TX94vwT/SH9zvzY/ID8zvyJ/N38MP0h/Xr9Jv2c/Zf90v2M/tb+H/+V/04AnAAqAb0BUQLfAnIDuwMxBLAE0wRIBVwFrwXWBeoFkgVcBVIFHAU+BRIF4QQsBPYDFQN9AlEC6gGvAQgBsAA6AJD/Av/C/m/+G/75/SD+3P16/Wb9df1h/U390v0D/hv+Vv5H/mr+h/79/lD/hv/Z//f/3v8EABMA1P8nAPL/3v+3/57/fP/z/hr/uP69/kz+Kv4b/mb9Tf3//An9zvy2/L/8dvx2/Gz8hfx7/Jj8tvyi/Bz9fv2v/eX9Q/5v/sz+X//e/10A3ABIAbQBFgJfAiMDWQNyA88DAAQTBGcEiQR/BI4EhASTBE4EEwRiBD8ENgQdBAAEmQMBA7wCMwIzArkBlgH+AFgATgCt/0v/2v7C/mr+IP4S/iD+zf2I/Zf9a/11/U39jf1N/Zf91/2m/eX91/1M/pH+6f79/gf/H//a/tb+2v4C/5v+ff4g/tL9+f2N/Zf9ev0c/Rj9v/y2/Kf8xPyF/I784vz6/GH9If1h/Xr99P1q/sL+af+y/0kA1wBSAR8CxgLoAqMDCgRnBA0FMAVcBb4FyAXRBdEFfgUSBeEEbAQFBAUEmQN7Ax4DpAJMAr0BZQEvAboAqwB6AEQAGACa/3z/fP8u//3++P59/lv+Q/7+/Tn+TP4S/j7+Uf5M/nj+pf7R/rP+6f4V/x//d/9y/0v/lf/G/+3/CQDy/wQA4/8AABgA6P8AAMv/vP+e/1D/H//M/pH+dP5D/vn96v2X/TX9BP0Y/cT8zvzd/LH84vy//Pr88PxN/ab9Fv7p/jP/fP/Z/10AvwBvAdEBMwLQAjcDgAP2AwUECgROBDYEiQSJBHAEcAQ7BM8DngOeA5QDcgNPA8sCaQJVAswBpQFqARwB6wB6ADUA1P+V/zP/2v7M/nT+/v2v/Y39Nf0r/fr8+vz//Ov80/zT/AT9E/1c/UT9jf1+/Y39vv1w/av90v0I/kf+YP5q/mD+YP6M/n3+Zf6u/oz+h/6W/pH+R/5v/qn+av6g/pb+pf7M/sL+3/4f/0v/sv8EACwAzQD5AIgBFgI4Au0CNwOPAwUEhATEBPAEBAUXBTUF1wThBLoEqwR6BCIEGATAA5QDIwPyAosCDALHASEBDQFmAEQAy/+G/yn/lv6u/lv+dP7l/dL9g/1w/Wb9Ov1c/Un9iP2N/X79iP25/a/95f3+/Q3+TP4g/hv+Zf4I/nT+m/5v/qD+dP6M/jT+kf40/kz+L/70/SD+0v0g/sj9vv25/cP93P30/RL+7/0+/mr+s/4H/0v/d//Z/zEAqwAcAUMB0QFpAtoCQQNyA9kDhASTBNMEJgUXBT4FNQVDBVIFBAX/BPAEbAQxBBgEowMoA6kCTALlAWoB8ABdAA4Agf8Q/67+TP7+/Zz9Jv0J/f/8yfyn/Gz8nfyF/LH8yfy//Pr8Ov0c/Un9nP2v/er9A/5b/kf+rv6W/qD+x/6R/gf/3/74/gf/Ff8p/+n+Ff/M/un+zP7k/gL/0f79/tH+2v7R/hX/C/9p/7L/rf/3/0kAjgDNAE0BkQEbAkwCswIjA4ADsQMTBGIETgS/BKYE0wThBAgF/wSYBLUELATFA5QDVAPfAqQCMwKWASEBoQA1AMv/bf/C/oL+TP4W/oP9zf3E/Hr9e/zn/BT8uvy8/8r7Df6U+9P8rPzT/OH9D/xV/xP9jP4m/c399P0I/kb/+P48/2r+TgD4/l//af9B//3+8/6G/9b+vP8f/3L/cv+L/2T//f6j/3L/cv/3/yIAawDXAOYACAFDAX4BiAHHAR8CqQKQAp8ClQLoAoUDuwPKA7sDRAQ/BDEECgTAA0ED8gKVAkcCQgIHAq8BIQF6ACcABAC3/ycAHQDt/97/bf/R/jT+Of7X/cP91/2N/XD9BP3T/Nj8Rfxi/Jj8Yvzn/KH9jf06/Q794vy6/Fj8//xN/Vf9iP3w/M78ifxs/Kz8XfzO/PD83fwJ/dj8yfzT/Dr9nP2l/t/+vwDHAeUBfQKpAmIEEgXGBsAHxAjXCbQJdQlmCZwJcAmSCVIJRAkUCOkGlwX2AxkDZALgARIB+QCa/yD+9fxt+wD8o/sj/Kj7Ffvk+uX5YPpl+tn7gPzw/Cv9mPy2/Gz8gPz//NP8e/x2/AX8Y/sq+nT5ovjK93L3EPep9vj1m/Uw9fX0K/Wg9eX1KfZ49u72Sfju+pr/XAW0Ce0LxgtVC4oMARCsFJQYWxsmGsMWoBJ8D8wOpQ7HDg4Nwwm6BBr/x/o2+MD3u/fy9tb1rPO08UTwMPDa8pL1+vj4+k/8a/19/lcBMQRFCHcLgw0NDnoNjQ0JDaENYA55DlINhwpBB3ID6wAC/6v9k/yX+Yv27fLn71ru0e0a7oztFu0m7HvrduvT6y/tKe5A76zvxe+i72zvBe+K77DwrPNN/c8H1A/YEAcPfQ6uDmkXtB6UJaQoSSZJIjcYmBXgEtYSaBR1EZcNmgIL+9ry2e5S8dbxVfJk7rLqveUX5CHo1+z38jf3Uvk/+br8ZgCOBFEKbg+jFGIVfBiMF78V9xe9FyYaPReAFJsO0AZXBUQAKf+e+6P34/LT64DrB+k56ZDq7un+6BTnuucE6LPpDO5d8Mjwh/Gm8Enw3e8W8l7zwfKF8wjxvPahANQLlhJTEWER1w1SEmIZECAhJ3Am4iXTHb4WHxP9DjoRohC8Dz8Jbf+B9/zuse9S8cHyPPP87t3rBOhC6QLuPfJ6+NT7E/2p/oH/AQNoB/8MJBPPFHkWmRT0EQMS7BAQFLsUmxJ0DgwGzAEc/Rn8Cf3l+Wj3avFu7ojsNewJ8HXwX/Lu8dzwdu947Q3xLfN99kn46vWp8qPu6uwl7XjtDO6s62botu+D+RwFHwuHCiQLmQeUEO4Xlh+0J8olDCiHH2Ub7xZJEbkWshOoFDoNqQIv+oXvwfIH8if0f/T47bbrKOZM6cjsE/BA+NP48Pyr/fT9sACFA7YMgBBdFY0WLxJ7EGUO2BDgEgYUnxPsDCgHzQAh/bH88vtA/J73nfRv8cLtBe8Y8Hvzf/Qh9R307O/F7x3wj/MQ9xT4ffah8EPtUOru6drp2une5kjoyfRR/s4IDgn/CDsINAr8F0UdCCc4KHUmgCWWG+UaTRJpEyEWLBFdEU8DVPzr8A3tlfIt72v0H+5L6onnN+Ya7vLuC/fC+vL7SAENAeYE6QaVC00S8hP2GEMWdBJwEQwPIRI6EbYQIwzwBEcCFPxo+5r6ovjQ9svyKfIU70Xv/vB08ab0OfXm9JHxHfDm8FDyqvUf97r0IvCI7Mfp/uid51zom+R97fP6xARJDWYJVQteB/IPuBtpIKQsxyfkKOgg5BfwFbIL9hTsEDsQzAoy+4v2A+mF7xjwE/Bi9FrqdeyO54XrB/Lh9E4A2v61BAgF0QV8C54LhRSAFJoXFhfXEToRtwtqDk8Mowv6CE4AIP589xD3bvbg9RH2gfIo87Hvw/Aj83X02Piq+cj5JfZO9Mn0ufVY+Bf5OPYf8lvtlOod50flruWJ4z3yK/1tB4oMhAiuClIFTRJ7GR0iyywYJjgoXhj4Er4NRAnoEwoMUQ4HAmj3JfEs5zTxXu8h9Z30Ze0775vpLvIV9/3+FAizBhULfAcDCqIM9hCeGC4XWRhaE5wNFgpZBxIJmQdtB18Cbvp09cDvQ/Fa8uv0iPUL87fy9u/t8sz1W/r5/YP9I/zP9+n2mvYK+Ff5MvdJ9NnuRur55OziM+Fn4w70kP+WCtkLMAknCKQG5xR0GlklxSnBJO4jHBb7ENkH4wcqDtIJaAtw/d/yN+of5lnvVvFF+D71e++7733tbva+/UcGeg3ZC0YPJg16De4S6hIiGbgX0RaREmsJHAmgARgErgLH/sn8wfLw8D/s+O2h8M3wY/Or8EXz8vLJ9PT5cvs+/k/8wfvq+W335fkB9+D1sfNu7rvrguX05JffTucw+UEDwhKsED0POgmjCwoZJx3ZLQoq9iUWH8wO6gnW/kgFdAViBJMELfNS7Knhv+Pi6zTxAfvJ9E70+PEI8Yb7rgL5DcAUJhZSFo8QgxLXEWgUEx5YGfEY0Q6bBTEA8vuuAon8EP/Z9x/uzeyE52DtUe1o86D12vLM9XjyAvbw+Hv8Lv8N/uT+dPkV94j1M/Jz8snvru1j5mzjAd7A4mj3OwSkExAUFhP6DGoOIBu/HTYuoy37KdYjBxPgCWX6i/9mALz/0AKf8kfpbt3A3uTlb+2p+gL2b/Vn9IvyxPyjA8oQVxZ8GLgb2xLRFpYSxxa4G7YYERvwDKcIev29+mH9kvk+/pL1oPEA69nm0Ol36jfzsPTf9tn3evSS9Uj1CfmU+w3+lf8L+xD34u9r7PDrtusU66Ln7eF95fD0XwIXEjQWZBdHE/sU3hzCH8csJiujKXMkmxakCuv8A/4B+3z7VPym8CfnVN6P3g7jdewz9lH2Y/fS+Q35cv/JCDcQqxW0GrAeMRkgF9QUAhN6FT0XxBW5DTUF3fyf9vf2Hfg99mL06/Au7gDrROwV7lPwF/U390f6jfmS+UX4VPea+h/7Nvzq+fj1q/Bs6wHqUOYf5h/heOV19CcA3w5XEnIUzhCAFF0dhiBALioskCjRI8YXzgw4//UARP03+9P81/BS6H/fu94o4tboQ/WE9NX2Qvp++dwAKAewERgVARz2IboZ3hzDFo8UTxQDFn0XwgraCr/85Pae95P0/fXy7rTx2+jW6EPtMes+8VXyKfas83X0i/Y389z42/lu+iD6iPVz8tPrYez46ZfokOXp6dj4GQNDEnkWIBccEnAV7hvkH2gtMCt1JpEf7RMBBxP90f4K/Bv6B/qo7pfk+OBl4GHkBOwu9m/1zPXQ+iD6VQKcCTQS4RX0Gg4eexmoHAUZdxjmFZoXEROoC+MH/v1j+1D3Rfi/9FXySu+R6RDqJOrv7GPvH/Lj8m7y7vEk8mXxivOD9Vb2VvYC8uHw/+sV6oLpdOQM6SP3kgVIEo4ZWxvxFP8V4h0pILkruCxvJ94g/xVrCRb63vsQ+/r4MPmS8IflUN0X4Prjp+sR9hr3A/US+fL7IgCJCFcSIxRLGLccNhnvGmMY+hmhFXwYhBUZDOUJUf6D/Zj4vvl2+J/yxvIn6yDt+uvc7Njv/O4M8nXw9u+s74DvSPEu8s/z7PPx7/jtSuvJ55zoAuXI7Mv68AirFQsYQhusFK0YiyDPJeovvSz/JoEcfxFRBt77K/1K/LD4V/Uh7AHiB92D4KroQO8B9yX2hvLj92P7AAQIDt8T8BWqFn4aHxgxGTwcGBnJGfEYLRQ6DXMGbgLY/JL9jvxk9l7ze+/c7IDrQe5A72XtD+9a7uXsjO187qfvXu/b8aHw0uw17ADr7+ih6HPpk+fE9O4Bag6+FvUZXBrSFZogkiLPKZgukCgWJPcXoA5SAQD8ff41+Qz2DfFH5fnfsd4W5STq2e4b9hPwDPbm+IL+WQdXDX8VQRTuG44ZOxl4G5wahhyOGUUZUxGyCxkItwJlAXr92PiU86vw9u+07H3tLu6T6zDsmOvJ6+jqSexy7kztdfC37iDtn+my6mbo9uYH6fXnbffk/lcNPRP1FWwZABUoIfEh/ypiLmUnIib7GBkQtAUk/y0DIf3g+ULy2uUU4hTe++ax69DuvPIN7TXwSfRP/IUDcAmfD84QpBOVF/wXexkdHp0dNR6+GhMVwg5MCvMK/AbJBCX+X/Y98jLvQO/H7bPt5+uH6Rvpjuen5yrpWurs60PtiOw36nToVulI6FDq4ecE7BH6aQJgDoMS3xfSFVkYjyETIoMrZisIJ/ohlBhUEPAEDQV0Bb79UfoS8dTmxeJv5DLq4+pP70rv1Oqw8OLz6vlIAf0F/Qq5DS8SHxNBFDUa6Rt/HuEeOxkmFmsR2Q+9DpALgQcL/+T6EPea8m/xGe947e3qUekE6FLkeeRG5srmwulM6a/o1OZ/5wzp+uc06aXoLfPD/d8GFQ/lEqMUExW/HYohkCS/KrMopCSgH5AXpQ7xB6kKtAXq/QP6kO6u6U7n3euh7FDqge5l6QDrBe+Z85L5Fv7TBIIGXAm5DZAPVBT6GQQeBB5hGjwYIRa2FEkVQxLsDBoH1gGM/ur5nves8zDwqO4O7LTo2+Tw4z3lLeZA5+Pm2+TE49bkCufd54LpSOhk7l34TP5uBjwLhRDmEQsY8x+9H9UkLCZKJeAjWB3uFzcQkQ4ODTUFLwG5+Tjywe5Q7n/wnOwE7M7rUOr+7FrupPLa9gT9d/9DAaQGogjjC8ISFBl3GDwYYhkmFv8VARidFbEQJQ5aC5QDtQDU/xv6X/Y09bjxu+sM6dLo1eVA587n9+WX5CfjkuRh5JnmEui/5/LqtPGk9s/7TAJiCA8MFQ8KFT0XbBnNHjYhayIMIGUbXxe3EwsUWw7hCBEG7v5g+t730PY380/vpfFe7yTuRPBK7+7x//RN+aH5KfuLAp4DwAfDDQoQ6A9AEJ0VTxRME6sVfhJkDzAN1AvVBqkCigO4/oL6J/gt80DvJe2W7dPrn+l96TvnxuUL5mznOui06Kzr7OsP76fzafbz+vz/OAa7B4sLtw/8Dy4TrxZ/GWcZkBdIFpATPhLOEOIMWwqQBmgDJwAJ/Xb8Sfga9+r1nfS69EXzpvSS9Un49fj++e/9xv9MApUGRwquCqMLOQ4XDvQN9w/UD6YN7AwKDNQHKwXJBOABm/7h/S37ZPZl9fD0kPJl8T3y5vDL7nHvDvCG7gXvPvFb8U3x8/FN9eX1O/iO/PT93v/RAZ0EUgV8B9UKQQsoDGsNNgzkCr0KNwvqCQ8IQAhXBa4C4AEXAbL/yP1M/uv8hvts/E/8k/wq/qP/HQBvAd0DPwSqBX8IjgjOCJIJKgpNCXkJbgoOCXcHawmfClEG/wimCb0Bw/1v/h78ifQu9lD3QvI+8fzyhPCM7VjwA/FD8SrxUvHd77HvnPBF707wWfM+9Rr34/vz/uYAhQPECK4KdwtIDqAOKg4mDQMO9QxVC74JiQgGB6sEXQR6BJQDBwL1ANb+Sf0s/F38MP0r/Rb+hv8SAaQCOQWyB3YI1wkGC1sKggplCgMKNAq0CWcIpAalBV0E6AL3AlECegDC/s78EPuT+JD2uvRV8mrxj+8M7ozt1+wE7N7q6Oqb6Qvqnup268ft1O6y8oP1R/qp/poC+wcqCqoO7BDbEsoUrBQnFcYTIRLoD1INrQvlCY4IOwgWBvAE8gJiANb+Nf2S/fr8Nf2N/Yf+Vf+V/34BsQMhBV8GiQidCNMICQmqCTUJfwjmCCQH1QbqBZsFYgQLA5oC7f+l/lz9UPt/+J/2a/SH8TXw8u5R7aLrSusa6lbp5ejO5w7o3ecW6YvqKu0c8XX0dPlr/R4DxQcBC5UP6xELFPsUQxbcFZ4UfRMdETMPdQ3iDAELyAmdCNUGnQSkAuYArv7c/TD9cP3J/CD+PP/Z/z0CKANSBY0Fcgd/CMoHFwlACIQI3geeB/EHywbBBsgF0wTsAyQCEgEf/yv9C/t6+DP2aPP98T/wge547RjsWOs36kzpl+hx59PnHefE5ynqNeyE8NjzNflr/UcCTgg3C3YQ4BIsFSYWPhagFnIUwRPSER4Q3A02DBULqgkFCN8GIQVRAqYAR/56/fv7svvJ/BP9b/6Q/5YBlAPJBJAGIginCFMIiQgcCVMIQAjwCEoI1AfuBn0GlwXxA14DqgHZ/5L9N/tT+Fz1mfNv8efvX+7X7Ozr++qe6p/p6ug/6ErnLOc257To5OmM7cLx1vUf+2n/VwVcCcMNvxGuE4kV4RVvFnAV0BMcEsoQAg/nDB4Mxwr6CHIHpAZJBJYBkP/q/dj8WPyA/N38kv3f/twA5AIhBRYGfAdYCCsJdQmDCT0KKwlICdMI3QgFCKQG7gaSBTsE9wKvAUb/QPxu+tn3SPUQ85bxhPDe7hru9Oxr7IDrkOoB6gPpcOhK553n0+dH6dTqd+738pX2cfzSAIcGJQplDlIScxMYFTYV8BW7FCkTUhKZEKUOsA1FDGMLjQksCBoHqAN4Amn/pf41/Tb8a/1h/VD/y/9zAk4EUgUGBwoIxAhFCKIIIQkXCX8I8Ah/CMUHCwcQB6QG8ASrBJoCpgDh/TL7SPm49qH0LfM98sjw/+8U75ruTO3I7Jzs9es26xXqn+kc6D/o0uh36qbsU/Br9EX4RP09AmgH6QoVD5wROBMQFKwUehVPFGkTiBJEES4PCA7/DHwLrwkxCJUG7APqAQkAlv7N/dL9jP5a/zEALgKsA4gFrgboB90IYggwCZ0IEgkACBkI9gfkBo8H7wXgBV0EuwNfAiIA/f4n/CX6Ivhp9n/06PIC8gPxIvAT8FTvGe9f7v3tlu3X7MPsQOuK6+TpWuq86jrsBe9W8bP2Yfnf/q4CaAeZC4gNSBLlEvITHhTnFLYUkRKbEg4Rwg7sDLsMaAucCV0IUAe6BGkCCAHt/wkAmv+rAAgBxgJGA4kEEAf3BgoI3gfYCBkI8wYFCDIHggbgBcgF5gSxAygDnwKWAToAOP+h/Yb7OvkF+Cn2ifTA8wbzUPJS8U3x+fCw8D/w4u/i7/Lut+5k7njtvuwZ693ru+s07dPv8/HB9nT5rv6VAigHsguXDboRHxPaE5oTARQtFJYS0hGsECQPIQ0KDNoKjAqwCIoHJQbPA8YC8ABqAQ0BxwF4AsYCkwR/BNEF1QY8B3IHcwapBhsGoAUIBY4EMQTBAugCvAIfAggBRACe//79uvw3+8j5Xfgj96/1MPUn9J7zmfOA8xnzBvPa8i/xUvGE8GvwD+9n7wful+wj6+Tpf+zX7PHvg/Gz9lH66v3PA1kH7Qv0DfQRRRSpE20UJxX2FPwTjBKwEYsPIQ0hDc8LFQtNCfYH3wYsBE8DxwFMAvgBiAEfAp8ChQOAA34FIAa6BP8EOQWmBM8DGASmBEYDggL3AsIBYAF5AUgB+QBk/wf/fv2F/M/7ZfrN+Wz4hfeL9mn2h/bM9Vf1NPWE9B7zmvLz8RfxHfCs72TuQ+0m7B7rAeq96dfs/e2h8Ozz8fdU/H8ApAZCCkwOkhFFFI0WuhVIFmUWNBaEFdYS2BDWDgkNgAzPC4cK8AgVB4gFngPlARIB3ADrADkBGAD3/6sA+AGuAkcCSgOlAYgBeALfArcCmwEGAz0CjAG5AcIBFgIbArwCwgHNAA4ALv9g/q/9hfz8+mX66vlX+cn4uvie96T2/fXr9E703/LW8cjwou8z7uXsCeyt6qnpkuj/5wPpYey37vPxFvZ4+qP/YgSGC5UP4BJvFnEZ7xpAGQQajhnkF8cW6BNYEaoOUg0TDbgK/wiVBokE2gIcAdT/TP6r/QP+Jf5X/X79jf1t/1D/qP/Z/8f+i/8iAEICYAFvAS0DqANdBKYEjQVcBZIFfQYXBXcD2gKlAaEAgf+g/qz8cvvU+2n6g/l2+K33X/Y09dL0BvNk8m/xXfAe70bueO1r7M7rbOvk6RLoF+h/50Hq7+wD8Q70Rfgg/p8CeAqjDzYVQBkfHEkenR2YHXccZRv1GQIXKRMpD0oMggrOCMUHbwU9AkgBff5J/cr7kPuL+336nvsb+pT76Psc/bP+5P4NAdT/LwEWAtoCDgR6BD0GzgSgBTcHaAfxB7cHYwdRBpsFegSCAiYBHQD5/UX8WvtM+nD5IfnI+Wf4mfcA+Lv3VPd99kL2v/SP8yTysPAe7wLufe3O60Xrrumh6HHnK+iJ51vpKO8G80b3svuKA04Iwg6+FuUa+h1qH3UiDyH/HZ4cUhqQF6QT1A+GC+wH4AX/BIUDUQK8/w3+4vyL+wb7B/ol+v75+fl9+lX71Psq/nj+rf+B/0QA4AFgAT8EYwOrBKsE2wUyBzMGTgjPB4kI6AeGB3MGvwSiBNoCYAGa/zT+3fx2/Kz8VPyL+0v7+Pqk+ur5BPls+Mb2oPX280fyLPCB7lbtNezZ6gbqYOkW6W7pG+lb6Srp2ukB6hvt9/LJ+ML+DgS9CnIPGBUgG7Mf6yLHI14l/iJrHkga2xYyFKwQ3QwiCBkDCQCW/s39kv0F/Jr6evhU92T2XPW89oT47/nk+lr7tvy0/cv/AQPsA5gE5wNiBKIEDAY2CIEHQAgPCBQIUAcxCDUJWAjECIEH1gXGAi8BoQCa/4b/Ev4j/Ab7h/oM+lH6mvoM+lj4Ivho98b2EPez9vz2V/Vi9BTz+PHg8WDxefHI8CLwle4Q7ovuZ+/F73Xw8PD/7/PxbvI49oH7iAF8B58KohBbEqUWuRqSHrcgqR+pH24bdBZdEYIO+ApYCOsECAEJ/aX5w/lX+YH73vve+3f7uPoy+5r6g/0p/6EA6gEzAt8CeALZAzkFLgaMBkIG5gQYBBkDcgOTBEkEbATfAtACmwGWAd8C5QGCAgMBz/8b/o78//wY/ZH+wv7C/kP+CP6R/sL+Lv9a/73+w/3Y/Pz6ffrq+Uf65fmO+Oz3i/ZR9r71R/ZR9gj1hPQy8zjy2/Hb8V/yi/JZ84/zp/NU85/yI/PV8kf2vPvMAdkHkwzYEKsR3xPFGH0bJh5HH5IerxqqEkgOnQhIBckE2gIqAe37HPnn9+z36Pv0/RMA3v85/q/91Pth/WT/PgGUA6gDCwMcAWYAxwFVAnoEVwWUAx4DXQAEAMf+vf7lAXAADALNACwAfP9g/jQBRABDAVsBS/80/nv85/wv/qD+SAG9AdsBQgJIAW4CiAFKA0oD+AH4AST//v3y+wb7rvpc+X75Z/jG9hb25vSw9FP0APRn9FnzlPML81Xy7PM29OD1Qvbq9Qz2lPPi8yjz2vJL9yf84gMqCocObxIlEqwUpRYaGAcbYBtpG/QWdw8wCQ0Bof0W/nj+AAAS/sn8FvpO+ML6kPuu/rUAWwGqAYL+A/6i/BP9sAAbAhwFYgToAlECAAAXAWYAWwHtAjMCxgJDAQ4Agf/NAFQDYQWzBo8HJgWsA1UCDgB6AEb/SQBt/yr+r/1a+6P7I/wS/vf/PgGQApYBeQEqAVgARAD5AGAB+QCrAF//nP0e/Fr7C/tp+gz6dPln+Gj3kPbl9UP1pfXg9QL2x/Uc9Yn0cvOf8gLyYPG18LbvvO4V7rDsrO/w9Mj9PAdbDh0VAxY9F2oW2xbjGAkabRyuG5IW1g59BpMAof1Y/PP+SQCwADUAh/6r/VX7fPsh/RX/pQHBAmgD/QETAGT/0f68/2ABnwI2BBMEqAOqAcb/gf9G/1gAwgFzAlkDmQMBA1QD5QHbAZwAEgHMAcQASAHj/zj/kv1E/a7+6f6mAIsCwAM7BFgE6wRYBE4E3ATcBI4EygPaAuYAzP4E/dX6+vhF+I/3n/YC9ub0dvNk8pryn/JK86H0F/Vl9Sb1jfU09f/0PvVl9cP1tPVW9qD19PUD9Wf0sPRd9MX3v/yqBeIMfRNjGLYYkBeKFAYU4xNjFM4VMBbWEpMMTAYvAYD81vkV+7r8Vv4sABYCkQEC/6v98PzP+zH8dP46AMcBiwIoAwcCUwDL/63/4QDMAZkDegSYBD8EVAP9AT8A9//U/68BSgN6BNwEMQR3AwMB8v/H/mD++f3R/gAABACXANwATQHcAFIBFgL9Ae0CxQOJBD8E0AKDAcL+a/3U+/P6+Pov+mD66vk1+ef3s/aH9iD2afZt9w/4evgS+cP51vng+aT6n/pH+mn6A/or+Yn4Bfgt93320fUc9Sf0NvQT9MT0zPXe90r8/gD8BhkMdhBNEiIRMhDKEDAR5hGfE/cTsBHqDQAM3gcyAxcBTgC8/9r+CQB/AG3/TP45/kT9Fftl+kv7Cf0b/uP/UgGRATQBFgJtA0EDFQNBA1kDFQNKAwsDDAL5AFMAjgCDAYMBBwJMAh8CHwI0ARIBiQCwAMQAPgF+AbAA1wCDARsCJAIyA4oDSgNZA08DxgJXAYkAPP/l/RP9NvwV+/T5Zvn/+I74dvgK+IH3ivct9+T2AfdL90b3D/jJ+CH5Zvnl+Z/6ffoB+/z6EPsB+xD7QftM+nT5RfiP9/f22vb89kH3CvjO+Bn82f8oA6UFBgcoB94HMgsYDQIP0xDrESwRexCPEKENNwv0CfUIWQe+BQQFBgNlAQ0BHQAa//79nP00/q7+t/+3/x0AOgCXAKkCXgN7AzwDGQPVAp8C9wJ9Ar0B8wFpAssCaANyAy0DqQJfApsBqwDt/1r/s/6W/rP+G/4I/hL+rv7H/r3+vf5q/tH+Av+o/8v/i/9k//j+uP40/v79P/1d/Pb7hvtV+y37wvpg+ir66vmD+Sb5YfmD+Sr6qfqu+p/6afp9+mD6B/rN+TD58Pir+F34cfi79633Qffy9un2wfY393f3Sfh3+7f/wQIMBqMHmQfrCCwMjA7UD7oRfhIDEroRtRFLD/oMBQyCCqcIpAZvBRkDlgGMAdIAhv8N/rn9XP3X/Xj+Ev7+/Q3+6f5OAEgB0QHHAUICkAItA8oDCwNCApYB4AHWAcwB+AFvAU0B4QBdAFX/TP7+/av9of0D/tz9Ev6g/v3+t//e//f/2f8OAE4AWABTABMACQCQ/y7/5P4v/mb9k/zj+7L7+Pqk+nj6B/rD+VL5K/mi+LX4P/l5+bT5nPmh+Y35pfkW+pb6rvqM+p/6Zfol+qH5P/n6+LD4ifhF+Fj48feE+LD4afr+/b8AHQTWBd8GgQe5CQoMOg1uD08QBBFxEIoQqA9XDZ0M1QpSCRUHSAWPA3QBSAF/AKj/dP6r/c395f3M/vj+Av88/0b/hACbAVUC5AJKA8oDuwOTBBgE3wIbApsBuQFgAbQBKgGmAI4AIgBp/33+L/6v/X79w/3D/X79Pv6u/uT+JP9V/yn/8/6V/63/7f8TAIkAfwCTANcAGABL/2X+r/3Y/Er8APx8+wH7pPpC+s35MPn1+Pr4Evlh+Wb5l/l5+Yj57/ll+nP6h/ok+y37/PqM+iD6a/kc+Sv5Nfkr+dP4yfh2+Ob4kvnt+4H/kAI+Be4G4wdKCLMKZwxJDdEObg+aDxoPQQ/0DVQMbQv+CboI3wbIBSIE0AIWAiEBZgCB/0b/i/8dAB0AIgD3/6j/9/+/AA0BFwGgAe4BLgJ4AsECtAHEADEAGABdAFMAvwCTADoAHQAsAEv/2v7z/nT+W/59/tb+m/5Q/x0A7f9EAJcAYgAJAJcAkwBdAD8ADgAOAG3/rf8f/yr+nP3E/Er89vt8+7j6Vvob+sP5nPml+ar5qvnl+Sr6JfpR+pb6EPsG+yn7d/sk+0v7VfsV+/P6mvoR+r75Efog+sP57/nI+Yj5B/rL+q37of26AO0CtQSkBrIHsAjHClQMzgy5DWUOIA45DmoONQ2tC7MKRAnUB5UGMAWjA2QCGwIqAY4ALADL//f/AAA1AMH/fP9y/7L/NQB1AE4AugAvARcBUgENAcgAiQBiAHAARAC8/5D/6P+L/4H/4/9f/9r+Gv9V/67+oP4u/+7+Rv/t/zEA3v/j/2sARAA1AJcAiQATAFgATgCe/xr/Zf6h/eL8sfwe/C372vpg+hH66vnl+cP59PlM+nj6vfru+h/7H/ta+2j7Lfsf+zL7PPsL+zL7VfuW+tX6+Pqp+rP6afov+qX55flM+pr6MvtK/Cr+fwAoAzUFZAZtB3sI7wkQC+0L2Aw6DbQN4Q0IDlcNDwzkCtcJmAjpBsMFTgQGAzgCjAHNALz/hv98/3z/nv+j/3L/Gv9V/5X/xv/Z/xgApgAIAYgBlgEmAdcAhACTAFMALAAOALz/2f98/4b/d//p/pH+Vv4l/hv+IP5q/sL+/f4f/y7/d/93/+3/8v8dAA4Ai/+V/0b/Gv99/hb+r/0T/bb8MfyZ+736Fvrv+aX5SPlr+bT5tPkM+of6c/pM+mn6ffqR+qT62vq9+vz6d/uG+3L7kPuZ+x/7fPty+x/7PPtj+6j7Z/ym/db+FwFoA5cFGgcACJgIKwl9CikLCgy2DAQNVw1mDR0N9wsaC/kJmAg8BxYG4QRKA6kC7gHwADoAsv+o/5r/vP+t/1D/UP8z/3f/rf+j/8H/AAB/APAAYAFDAfUAlwCOAIQARAAiAFgAawA1AHUAy/8Q/6X+Uf7q/a/9zf2I/dz9R/4g/g3+CP4N/ur9Pv6p/kz+IP4l/r79K/3Y/Hb84/vB+5T7JPvu+m764PmX+ar5Yfkm+bn55fkg+pb62voG+yT7cvuL+/L7Xfx2/OL8GP1m/Zf9df2m/bn9yP3S/b79yP0q/oL+X/9TAGoBMgNwBMwF/AajBzYI6wivCe8JjAr4ChULFQvpCkcKYQn6CPEH2gbIBQQFxQPLAoYCmwEqAYQAlwBEADEAdQAEAPz/vP/e/8//3v/e/1MAYgB6ACYB9QC/AJwAjgATACcAOgDL/7f/xv+j/wL/x/6H/vn9nP1w/Tr9K/1r/YP9jf1m/Yj9Yf2r/TT+CP4D/gP+3P2r/ab9Yf3O/KL8gPz7++P7hvsQ+6n6YPr0+Y35tPnv+e/5Pfq4+rj6FftQ+8/76Ptn/Ov8Dv2S/df9G/4b/sz+oP7p/v3+B/9k/3f/IgAsAJcAAwHWAV8CdwNnBOsEKgaaBjIHhgdACGIIUwgECQ4J4Qi/CIkIhgctB4cGuQXmBCIEzwPfAn0CFgJ+AdIAzQDXANIAUgFSAW8BZQEmARcBSAFvAX4BtAGqAZYBgwFXAboAUwA1AG3/kP8V/+n+YgDP/wj+4vx6/fD8AfvQ+lr7Vfu9+sf6n/o9+nP61frQ+kH7qPuG+4D83fxi/Kz88Pzr/DH8D/wP/Kj7lPtV+4b7S/sk+/P68/qG+5D7fPsK/Lb86/wh/cP9R/6z/lD/cv/o/0QAlwDmAGUBwgHuAZoCpAIjA3cDHQTXBG8FTAafBksHMgckB14HKAdeBzIHXgfkBkIGFgbIBW8FBAUrBZ0EMQQiBAoEqAN7A54DSgMLA9ACywKGAm4COAIHAswBUgEqAQMBvwBEABgA9/+t/2T/7v7H/j7+0v2r/Vf9Sf31/OL8sfxn/BT8wfuy+zL7Bvs3+0H7H/st+1X7XvuG+6373vsF/HH8k/zY/PX8gPx2/EX8O/xA/Cz8Mfzj+xT8Svzy+x78SvwJ/QT9Tf2N/dL9TP75/QL/+P7L/xMAZgCmADoA3AC1AOEA/gCgAcIBPQKfAtoCWQNBAywEUwQhBZsFAgapBpoG3wZpBlsGagUhBdcEIgSsA3sDsQMtAzcDewNoAygDRgP3AtACAQPfAsECqQJuAlECJAIHAtYBdAE+AdIApgBmABgAIgAEADUAy/+o/5X/+P6p/gP+A/6I/SH9zvyT/Kf8Rfzy+5T72fuU+y37+PqW+qT6Pfpu+un6Xvvy+0X80/z6/Nj8ifxY/Oj72fsZ/O37Nvx7/Lb83fzw/BP9+vzE/Ov8Nf2c/er9gv4f/3L/2f/3/yIATgB1AIQApgCrAOEAKgGbAf0BEQJ9ApUCfQJaAkcCWgJCAqQC2gJeA8UDTgSdBIQE0wS1BKYEbASEBFMEbASEBDsENgTdA/sDngNoA4oDhQOKA54DxQOZA54DgANyAxUDywKVAuoBwgFgAdIAtQCXAD8ACQA1AOj/qP9y/1r/C/+p/pH+gv4N/nX9Tf31/N38XfwF/A/87fuU+0v7fPt3+3z7xfs7/I78sfwh/Tr9Cf31/LH8bPxd/CP8O/xd/IX8rPyd/A792PwJ/TD9Tf1c/Wb9zf3q/Uf+jP7k/gL/Qf9f/23/o/98/63//P9iAJwAugAXAVIBpQGDAaUBdAFqAaUBuQH4AfMBXwI9ArwC7QLaAgEDBgMVA/cCTwNBA6MDqAO2A8UDlAOsA4UDjwOjA7YDhQOoA7EDqAN3A0EDNwPyAtUCwQKaAoICRwI4AvgBkQF+ARwBzQCwAGYAJwATANT/rf9a/1X/Wv/u/gf/pf5g/kz+1/16/Tr9HP22/HH8HvwP/LL7o/u8+xT8gPyY/Ov8GP1r/fr81/0h/YP92Pxd/Kf8LPyn/Mr7+vxd/Kv9nP0g/mr+7v68/+7+Kf+b/l//dP4k//3+Lv98/63/7f+8/1MARAB/AHAA3AD1AOsA1wDhAJMAfwBOAGYAvwC/AC8BWwFbAVIBSAEqAWABjAH4AfgBMwJRAikCBwIbAvMBMwI4AtoC1QK3ArsD1QIjA1UC6AKQAq4CBgN4AtACcwKuAsIB7gGlAYMBeQGIAaUBtAF0AVIBJgG/AJMAEwA/AOj/xv+V/1D/8/7H/tH+s/6u/tb+0f6W/oL+Jf7N/Xr9r/2v/X79Yf3I/av9l/2N/Vz9r/3c/Rb+9P0g/hL+9P3h/b79uf3q/dz94f3v/fn9Q/4q/nT+YP6l/u7+Ff88/2n/o/+B/4v/rf+o/7L/vP/L/wQACQBwAGIAcACJAHAASQAJAFMAkwCXALAA+QC6AI4AWABdAGsAcACrAAgBPgF5AZEBiAGgAYMBoAF0AXkB0QHzAQICAgIMAgICBwLbAaoBmwGbAeoB0QHHAfMBuQF0AVsBVwENAVIBQwEvAU0BIQEDAb8ApgB/AH8ATgAxAB0A6P+y/3f/Rv9B/3f/bf+j/8H/sv+3/23/X/9B/wL/5P7f/u7+5P7M/t/+vf6W/qD+Vv54/of+jP6H/of+b/4l/lv+av69/h//Kf9Q/1r/OP8u//j+zP7u/u7+Lv88/1D/Wv84/3L/cv/P/wQAEwAnAEkAjgBYAGsAZgBEACcA1P+e/3L/fP+L/7f//P9TAMgA1wD+AOYA9QChAGsAnABwAIQAhADrAMQA8ADSAHoAiQB6ANcA6wADARwBagF5AWoBTQEIAcQAPwDZ/9T/AABdAM0ADQFqASEBugB/APf//P/U/7z/xv/t/0QA3v/y/8//vP9f//P+6f6l/t/+Av9y/7z/6P81ANT/o/93/0H/mv9k/63/LACJAMQAXQAxAHz/Kf/4/sz+1v6g/pv+oP7f/hr/z/+cAIkAyABrANT/cv8V/1X/bf9YAGIAiQAdAIb/OP+4/jP/mv/j/2IAqwBJAO3/d//G/3z/lf/B/2n/sv+a/6j/UP/8/2YA/P81AGYAnADEANcApgCEAGIAPwDt/8H/HQB1AOsA8ABqATQBNAFwANT/TgBEALUADgAJAK3/AACo/y7/cv+Q/5X/Gv/P/+P/HAEcATQBvwBdACIAPP+Q/4v/JwDy/zoA8v9EAPL/rf9t/2T/3v9k/wAAX//L/7z/cv9G/+7+ZP93/2YAqwDNAJEBVwFYANn/bf88/wv/d//U/zEAMQAEABMA2f9mALz/y//L//z/o//o/2IA2f+1AJ7/H/+b/iT/y//U/28BEgFlAWYAy/9B//P+7f8a/w4AGAChAHAA4QA+AcgAbwH8/0kAEwBOAGYAEwCmADUA7f8a/9T/Wv+3/1MA8v+1ACYBfgHmAGsA/P/e/3f/6P8EAFgAUwChAJcAMQDEAO3/6P8a/4H/2f8JABMAxv/Z/9H+Zf7c/WD++P78/3AAtQCDAUgBUwBk/1X/Ff/C/kb/4//t/10AnACTAOj/PwBiAAQA4QCL/wf/2v7R/p7/S//SAPAA4//Z/2T/ZP84/8//dQB1ANsBkQFDAWoBdQDEANT/y/+e/wf/H/8z/yn/qP8dAA4ATgB8/xgAKf+o/4b/S/9rACn/OgBy/xgAnACOAM0A2f96AMb/Wv+t/8gATQGkAv0BOQH8/8z+Kf80/qP/OgBwAOj/Qf/3/4v/d/+Q/23/BAAJAJr/C/+G//AAoQBNAaEAIgDy/xX/rf+u/q3/z/8iAF0Alf9iALL/dQB1AHAAyAATALz/vf7a/jn+lv6C/sL+Gv/M/q3/UwDlAaoBfgHXAAQAqf7v/Rv+Gv8YAPkADQFdAB0A+P5Q//79Qf/o/04AGADo/6P/3/6wANn/6P+B/63/mv/j/0QAYgCwAHUA6wD3/6P/4/+mAKYAzQAAAAj++f0W/oL+JP9/ABcBvwB6AJD/L/4v/iX+lf9mAE4AbwHt/6sADgCwAM0AHQDU/yT/oQC1APgBOAK5Aff/H/90/qn+ZP+Q/wMB3AAvAWsAUP8a/5b+qf7p/rf/7f+EACQCVQICAq8BqwCL/yT/ZP/U/44AHAFmAEQAPwA/AHz/Av+V/1//af+B/8v/lf86AMgA6wBTABcBQwE+AWUB3v+G/5b+gv7C/mn/JP/e/zUA7f/P/3z/WABYAFIBWACG/+P/7v51AHoAoQA0AdcAUgHL/ywAPP8C/5r/o/9L/yT/sv9G/0kA9//t/6j/kP+TAE4A1wDRAeAB4AHMAQgBC/9y/+7+b/5v/g3+EP/3/1sBQwG/AJ7/fP9p/67+z//5ANsBJAI5AU4AFf8a//3+rf+a/wAAQwEDAWABUwDj/0b/3v+3/2X+Vf/3/2YA1wB1AIQARv8z/63/xv/wAD8AiQB3//L/WABt/7L/af96AH8AhAAxAE4ALACmAHL/W/5b/tf9EP9Q/9wAOgCcAKsAhAAIAdwAIQHt/9n/cv/P/x//HQDXAE4APgGmAD8AJP/u/mT/xv8sAEQAlwDe/x0A7f/a/un+1P+a/xgA+AHbAf4AqwAAALL/o/9V/8//CQDEAEkA4/+3/wAAvwB/ACEB7f/y/0H/o/+OANcAFwEJABgAjP4u/yT/vP8TAM0AugB4/pv+G/7k/iT/hABbAVECswK5Ac0A3ABJALj+R/4g/nL/1v71AGAB7gFTAJX/i/8l/in/Fv7t/3AAGwLIAGT/oP6h/eH9zf3H/nj+6wDlAcEC/QHmAHkBt/+o//P+lf+y/5r/9/8z/xgAGv/a/m/+5P63/8b/6P+EALUAzQCqAXkBKgG3/+P/oP7X/a/9x/6JAGUBrgL4AasAzP5a/4H/ZgB1AAQAxv/U/1r/of2R/ob/+QA1APz/Kf/y//kAVwGwABMAkQHk/sb/d/81APf/DgDRAeP/dQBL/8b/wv4dAGsAH/8nAMb/OgAEAJYBeQG5AX4BSQD5/f/8Uf40/pb+RAA4AgcC7gFqAZr/kf6C/kv/EwDwAFsBYgA6AOn+Av+B/3AAegCt/4MBoQBwAG3/OgDwAD8AUgGt/5X/s/7H/r3+Av+OAAkAxABwAGABMQCrAJcAmv+1ANT/tQAf/04ANQAsAPkAXQA/AEz+wv4H/44APwDP/2n//f51AHAATgCmAJcAKf8V/57/UP+mAIgBWwG0AS8BCAEk/4f+PP81APUAvP9OAJX/tQBJAMH/OgAC/xX/9P1V//j+MQAsAN7/fgF/AH8AQf8AAAgBfgEiAN7/9/+M/r3+Ev73/z4BEQIhAZ7/nADB/5wATgDuAREC8v8sABL+5P5v/mn/af9y/4kAeP7p/sf+YgCXAOsAPgFOAMb/EP8p/zP/GADrACcAuP7U/10Alf81AKYAYgDzAdcA7f/R/u7+ZgAa/10Am/7z/n3+s/6p/g79B/9L/+oBLwG9AXQBmwFNAQAA3v9H/hgADgAmATEAjgBf/23/SQAI/v3+1/18/1X/tQDIAMH/BAAC/yIAtQDuARcBkQFL/23/6f7l/ZH+cv9wAPUAtwK6AL8AEP8AAMb/UwDe/6D+PP8a/0kA2f+JABr/nv/a/rL/EP/t/yQCVQKaAsv/uP4T/e7+IP6G/4kAMQAhASn/TgB9/iwAPP84/6sAGADoAlcBagHB/6YAnv+c/Wb9L/5mACIA/QEAAMQA4/8k/6P/PwDSAGT/ZgDB/1gAlv4C/zz/7v4xAC7/hACmAFoCIQEIAdwAMQADAbL/6wDo/xwBlf+V/73+dP4p/878rf+C/jUAxv/rALcCPgENAXD9NP7q/aP/mv+a/6sA7gHGApsBQgJrAL0BjgBmAF//Lv9R/iH9C/+3/3oAS/8k/yT/ZgBL/5X/9P3P//f/RwLBAnUA7QIEAGUB6f7P/6X+pf74/jz/pQEvAUwCugA9AuP/Ff/k/qYArf8I/sf+gv5+AY4AJwAW/m3/zAEcAX4BegAdAMz+Av9EALUA1wAmAZX/lf9mAP3+b/5v/noA5gAsAHQBxwH4AeUBcACa/9/+4//v/Yv/vQHbAesAR/5W/iX+ZgBk/8H/9/9gAb8AkP8sAEP++P6p/okAsACDAVgAz/+MAVgACQBk/ycANQBt/6n+cv8hAWABfwDo/0v/lf+C/nX9eP4dAPMB8ABmABgALwEpAtEBvQHG/9IAQwHL/3UAcv9q/gT9/f61ALL/Rv80/oz+kP9gAXUA/gCuAvwChgJNAXkBo/9G/wL/Qf/k/sH/NQAl/qEAqwDSADP/x/7a/mn/kP9H/mIAqwC/ALn9cv/U/6sAiQCG//kArf8vAd7/vQFCAhYCiQAk/4QA+P4z/wP+gf/p/kv/gf8b/tIA8v8qAQQAVf9YAJr/tQAYAJsBhAAYAHL/Df58/7P+ff5L/x0A7f+3/y7/hv/+AJUCAwEmATkBDgDNABX/6P/M/okARACM/pr/wv73/23/6wC1AN7/Av/D/Vb+EwC0ATQBPgFqAaEAwv4V/wf/M//B/wQABADL/3AAsv/z/oH/YgCwABgAlf9wAJD/AAAa//T9Vf+C/iwAiQDIAD8Apf4EAIL+Vf/L/xgAhgLRAeQCDQFt/6P/7/2R/g3+lf9wACwAqwB8/1r/M/+z/in/egA5AaUBeQGvAU4AIgAJAC7/NQC4/hr/Ff/3/2IA8/7e/1r/HQDZ/00BFgLXAEgBsAC3/wv/Of7D/ZH+MQA9AogBYAGe/wv/8/6e/y8Bi/+5AfMBrwH3/4f++f3Y/Av/Rv8JAAgBagHSACIAugBiAGT/eQFYALf/agHNAF0Akf6wADoAdQB1AAL/+P6g/qj/C//L/0kAz/9y/yT/b/4C/+P/zQBkAnMClQKEAEb/Kf+8/78AcADCAYQA5QEqAff/CQCR/mT/L/4k/z7+pf4C/+7+mv/U/wkAS/8xAIv/MQC8/8gAhAB/AE4AEP/EAFr/6wC/APAAFwGj/2IAx/4AAE4AugD1AFX/nv/H/gL/JP8a/x0AnABJAAv/x/5Q/2n/IgCrAHoAhACj/8b/qP/L/5wAOgB/AFMAy/+B/2T/RAAxAJwARAAEAEkAkP/8/8H/SQDo/w4ATgA/AM//bf8OAMv/fwAYAPz/8v+y/ywAWADe/97/AADy/8v/DgAEANT/fwDU//f/UwBJAAAAEwAEAN7/cABEAH8AJwAxAE4ANQDt/5D/8v/G/9n/bf+o/yIAIgAYANT/9/+3//L/rf+y/8//d/+8//L/6P9y/6j/CQCj/8v/BADZ/wQArf/e/zEAEwAOANn/AADU/8b/2f/j/wQAEwAsAAAAAAAiAAQA9//P/+j/7f8AAAQAPwB1ADoALADy/wkA6P/B//f/DgAAANn/xv8dACIACQAYALz/t//e/7z/z//B/4v/wf+o/8v/8v8YACIA4/8nACIABACy/97/LAA/AF0ABABYACwABAD8/wAAZgDe//z/AADt/zEADgD3/97/z//Z/57/xv/o/3z/7f/j//f/DgAYADEA7f9EABgAy/+V/8v/EwDt/w4A9//3/zUAAADU/+3/IgAEAAAALAAdAEkAEwDo//L/OgBYABgAHQAAAB0A/P/Z//z//P8TALz/qP9dAPL/1P/8/7L/LADt//z/OgD3/7f/cv+t//f/9//Z/x0ARAAnAEkAOgATAD8AIgAdAAkA9/8sAE4ATgAOACwAIgATAEQAEwAnACwAJwAsADEASQATADoA7f8EAD8AGAAdAOP/IgAnAPz/7f/j/xgAGAA1ADUAJwBJAAQA7f/8/wAA8v8JADUAIgAnABMA1P8JAAAAxv/Z/97/DgDG/w4AIgAJABgAy/+t/8b/7f+3//f/DgDL/wkADgDe/ywAJwAnABMA/P/j/8//7f+t/6j/7f8AAAkAPwAxAAkA/P8OAPz/9/8OAPz/8v/e/wQACQAEAFMA8v/y/wAA3v8YANT/9//U/8v/6P/Z/xMAEwDo/wkACQDt/zUA7f/o/xgA8v/8/w4APwD3/+3/z/+t//L/1P/j/8v/3v8sAN7/7f8TAPf/9/8EAAAA/P8AAAkAOgA/ADEAEwAYABMAGAAdAPL//P8OAAQALAAEAMv/AADB//L//P/3/+3/rf/P/9n/z//o/yIA4//e/ywACQDU/9n/2f8TAOj//P8/ACcAHQAJACcA9//8//z/z//8/z8AMQAYADUAGADy/97/GADU/9T/2f+y//f/z//t//L/4//t/8//sv/B/9T/1P/e/wkADgDe/8//8v/j/9n/6P/P/97/1P/3/9T/6P/y/8H/DgD8/yIADgDy/w4A2f8AAAkADgAdABMAEwD3/xMAEwD8/+P/7f/j/+j/DgDt/wAAEwAdAPL/2f/G/8b/CQDt/x0ADgAnAEQANQAiAOP/6P8OABMADgA1ACcAMQAJACIAHQAsADUAEwAJABMAPwAJAPf/8v8dABgA9/8JAB0ALAAdACwAIgAJAB0AIgAdAB0AMQBTAD8AOgAdACIAIgDt/+3/3v/P//z/AADt/+j/wf/U/+j/4//t/9n/EwDy/9n/AAD8/+P/y//Z/9T//P8TAOj/4/8JAAQA8v8AABgARABOADEALAA/AAQACQA1AEQAXQA6ACcALABJADoAGAAsAB0AHQAiABMADgAOAA4AEwDt/+j/3v/y//L/3v/y/+P/1P+o/+P/2f/L/8v/6P8JAOj/2f+8//f/1P/P/8v/wf/o/9n/2f/e/+j/y//j/+j/CQAOAOj/CQDU/97/1P/e/9T/o//e/97/9//j/8H/1P/e/97/2f/t/9T/sv/Z/wAAAAAJAB0AEwATABgAEwDy/wQAJwAYAB0ADgAYAAAAy//j//L/4/8dAPz/t/8AAAAA/P8AAPf/CQDy/w4ABAAAAPz/9/8AALf/9//e/9n/AAD3/w4A3v/e/+3//P8TABMA8v8OAAkA9/8OAN7/3v/y/wQAAADP/+3/9//j/9n/4//e//L/9//8/wAA6P8dAO3/8v8EAM//IgAsACIAHQAEAO3/2f/3/w4AHQDe/wAAGAAJAPf/AAAAANn/DgAAABMABAD3/wAAEwAOAPf/BAAJAAQA9/8TAOP/z//U/+j/7f/o//L/lf/L/9T/3v/e/8v/EwC8/7z/t//P/8//wf/y/8b/1P/U/8b/t//G/8//2f/Z/8//6P/o//L/BAAEAOj/AADo/97/BADj//z/9/8AAPf/9/8YAAQAAAAiACwAJwAnABgALAAnAPz/BAD3//z/GAD8/wkAAAAEAAAA7f/j//L//P/8/x0AHQATABgAGADt/+j/4//e//z/9/8OAA4A/P8EAAAAGAD8/+j/CQATABgAOgAxABgADgD3/wQA8v/t/wkAIgAiAAkAHQAAAAQACQDy/+3/8v8YAPz/IgAOAAAAGAAJACIAPwBTACwAOgA1AB0AWABTAB0ALAAiAA4ACQAOACwACQAsACwA/P8dADUAJwD3/xgADgDy//z/8v/3/9n/6P/8/xMACQAYABgAHQAJAAQALAAEACcAGAAxABMAHQBdABMAOgATAPf/JwDy/x0AGAAJAPz/6P8YAOj/CQDZ/8//6P/P/wQAxv/y/w4A/P/3/+3/CQDt//L/BAAJAAQAHQATAB0ADgAEADoA9/9OAN7/RADj/+P/7f/y//f/Wv+EACn//gBl/hwF+wMWAokE3P3aCvEHggo9Bvj+G/7K8/L2lvFx+F77yP0dAOj7APwE+Yb7O/xJAHoAmwEfAkgBXwKRAfICrwE9AgcCbwF9AgwC5QF4AswBeQGcAAkALACB/10A4/9EAGsAz//3/xr/Gv8p/wL/af8L/57/z/8YALUAUwBXAesAYAFXAWoBuQEcAW8BRADe/6D+Kv7q/X79G/6m/aH9p/wP/Pb7gftY/NP8Uv1v/mT/WAAmAeoBxgJBA14DPAOaAgEDkAKVAu4BEgEmAbUAAwEAAMb/1v6g/nj+uf2p/k393P0S/oj9vf4W/uj/HQAvAa8BRADcAJr/DQFNAR8CnwIRAl8CHAENAej/hv9p/7L/7f+4/hr/b/6b/rP+A/4u/x//qP/e/+j/AAD3/ycA1P/e/6P/EP+Q/5D/3v9EALL/dQCV/1gAkP9k/+3/6f4TANH+S/9q/un+vP+a/9cATgAqAasAIQHmAP4AqgHwACEBAwFvAeEAPgFbAesAKgExAAAACQAsAFgA9/9rAJcATgCXAOEA8ADIAL8AyACrAPkAagEvAYgBrwFSAU0BWwFIAaYAdQAsAHf/EP/z/sL+s/7u/v3+W/5H/qn+q/2I/XD9If0T/Yn8mPyY/LH8GP2J/Ar89vuz+gz6yPl0+fX4Z/iJ+Pr4l/kg+sf6UPts/Fz96v2z/ov/4QC8AiYFsAixDB0RRBUFGW4bRhwVHE4ZEhYdEYYLJQa/AIX8F/ka95v14PWk9kX4Pfp8+2H9Pv48/5X/vP+EAHUAWwGIAccBRwLqAcIBMQDa/jD9i/sM+mf4I/dD9VP0y/Ll8YzxPvFS8evw5vAJ8OLv4u+x7zXwWPBD8VryRfM69HvzxPQ/9BX3EwCTDKkbpCgyNkE6TD1xO8Mz0ypAHT4S6wDh9HLqU+O84UPgjeSb5HPpfe1K73vzsPRB9+T2DPoS/mkC9wuIEqIZiB4/Iowj7h8ZHWgU+wsoA3z7gvb48Wny/vBa8h30WvYh+Vb6Dv2F/L79o/9bAXoEwQa+CQEL9wunDDILNAqPB+wD2f+L+2L49fTf8ubwne8z7jntdewx62LrKeqp6eXo0ujQ6TzqIeyX7Mftcu7o7jTta+w36lHpevQ5BWIdnTJJSNtRt1MvUrdChzScHowOV/me5tHcc9RI1+/XPuA74yvoxe+d78n0JfZr+UL6If0OBJwJZRYDH2cmfyqoKb4nOx0AFboIsvvl8Srpcefb5K3qbu6l8Sj3tfge/JT71v7z/icAdQTAB3UN7BCgFowXlhZTFTcQLgvTBKj/Ifk29KnycPCc8KbwzfDs77LufO4T7J3rheuA61fsGu5q8Wjzm/Uo97z2vvW28yTybO907Qrr6Obb5Eri0+sk/wUZPzOrSBFXSFa8U7hFkTSiIQgOdP5F623iUdwa3TDfi+FI5LLhX+Uz5Tvn8OvO7yn2lPulBW4PzRriJTYq1iu0J50hjxj0DaAFH/uK87Lu5ez47Zjv2vLK83X06vWk9o35vPuG/4ADwQYsDBQQchT6FboVKRMXDgELjAZoA0kA6/y4+iP3TfWU86/x0vCU7+zvWPCf8sn0Ufb29xX3pPZ69OzzWfNW8eHwT+8P73bviu9T8NTuEO4D6fTkIeCL3Yft1QKyINk6rlJ1XVBbWleeQlswnxe1BNHx5t/Y2obV/tvn3mLjvuRs4+jmbOMS6FfsVvE0+oIC9w8WG7woqDH2MiQxPiceHWkPjwNL+1Lxfe1F6/nsU/Df8gH3X/Y895X2cvfI+a373wI4BvsLJxHdFDgXTRbwFTsQqAtCBo4AMfwx+KX1avGK7zLvWu5f7qfva/Aq8YDzkvWq9Uf2BvcX9RTzVfKl8XXwP/BS8VPwCPGH8X7xHfCR7TTpxeIY367hDfWLD5MujUnAXP5iXlw/Ufs6cCZpDwD8cuq+23nXytVr2yzfVeF+4PHeLuGG4XHn9u+t930CXA2EGTclIS8uNVQyQixBIBYTXgeY/C72bu4A63LqqOou7ifw8vJZ86zz/fX791D/TQXTDNESCBbhGfAZWxsjGKkT5g15BW3/MPlz9pTzDPL+8Gnui+587tjvKvHo8nT1PfZt98r3I/dh9cbya/Db7S/tru2z7bHv5vBS8W/xw/Cs7yvsIOmT4/TfL+Bk7qoJ/SfsR0Ne/2mtZKhXFUJWKBsTw/1K79vgKdkr123ZZt854ITfyNuL2UHZpdwr6Nf0ywLIEQ8d1icIMP00HDTvKw8h1xHTBMv6XPUQ85Lw5vA279/tve1E7PTsxu6q8Uv3zP6iCKcQ3hjnHacdzBsSFhQQbAjQAoH/RfyQ++37MP1K/O76yve38qfvm+307OntYfC88hj0PvVN9Sf0hvL08HHvd+7L7jvv9PAQ85j0K/WP85Hx0e3V6aXkx+CX31Tm0/wJGvc5WVSLZHVmdFo1SCEv1Bj0BTb4Fe5y4pbcl9vG3ebfaN6X233Yzdes2rHiHfAH/ykPSxyuJH4rRC/ILyosBySTGT8NCwN7/CL44PVr9DfzgO867K3qc+mY60rv+vQh/SsFuwzMEukXvhqDGtoXiBJFDGkGbgKrAEb/Gv+G/7n9n/qL9n3yAe++7JLsVu3A74byF/Xa9rz2m/W88nHvQ+2r7IftSu9V8oP1Hfi++eH4OPYk8pLs9+Xh30jchNsS5Dj6WBmZOipW4mXsZTdY40KOKoETxgJm+bHzZuzG5Q7jxeI241Lgptv/1urT6NWt3dTq7vqnDPgbMiVGKU4qSSqSJ0AhbBl7EFMImgIz/z7+w/3B+7b3TfHu6anl8uVl6V7vj/ea//wGsA3CElwWZRa3EykPpwioA/0B3QMyB68JKgpVB0wCLfsJ9HLuFeom6DDoN+oq7Rjwo/PM9Uj1i/JP7wjtu+s+7fHvivMU+Hz7cP3E/LP6I/fR8d7qv+MP3ufaIeBg8RcOCDDRTVFfgWD9Up89Jyb5Ec4E0f7R/hT8VPdg8abs7ukQ5qTh09ox1mTUJdif4bzub/6mDX8ZIB90H0UdeBsJGgYYsRQOEZwNcguMCpIJvQa0AVr72PPh7PrnIufF6inyh/plAaAFfAcPCG4GegSLAvf/3/7Z/3gCMwZuCiUOQQ+TDBYGcP119JbtsurM6a7twvFk9g/44/cY+FDy3/Ka7gXvw/CE9Kv9oQAFCF0Iawl/CJMEswIz/6/9D/z++dv5FPhY+OX5EPul/q4CcQjEDM4QUxElDusIlAO8/6n+ywKTCHkOLxJXEq4OUwjzAaP7LPgn+Pj62f8gBrMKIww9Ci4Gaf8E+Zb1SfRF+Pr8BgNpBkYHyAVNAWv9Q/n798/3pPoS/mABBAXlBUwGegQqAZf9y/rg+Zr6a/0SAV0EQgZ8B3wH6gWAA9wA+f18+/n5sPjO+FL5uPq6/LP+pgASASYBqwAJAPj+6f4AANYBYgTQBpgInQhGBysFIwNwAMj9svsv+oj5jfnl+Yf6Vfsy+8f6qvki+On2WvbL9lj4bvpS/d7/vwB+AbUAt//k/jn+Kf8xAAICHgNwBGoFOQWvBc4EPwTFAxkD7QIuAuUBwgH9Af0BPgGJANH+Yf1x/Bn8dvw1/fP+dQBCAqgDtQQwBSYFZwSsA/MBwgGDARECsQO/BAEHywaZBzAFEAN8/6z8YPoF+Db4VPcX+db5kPts/Of80v3w/PD8+/s7/If+4/shAe4GRwZuBokEQwHB/2AB0f4Q/zEAtAGhAH79Tf1L+9L5R/qd/L36XPmq+Yn4qvlj+zv8t/un/A79fPsy+2j7rPxm/WsAygOwBJ0I5AqYDGENVAwaC2IImQdRBqkGQQcACH4Jvwi7BzMGsQNwAEn9/vmr+FP4q/iD+SP80f7zAVgEtgO7Aw0Bgf+D/df9PP9XAQ0FqQa6CB8HCAXuAan+Xfx0+dj4p/g2+Mj5j/eN+dj4xPgG++H40PqF95j4o/el+fb7h/6LAi4CbQOTAJH+wftp+rX4efnI+Qb7PPsp++T6BPlO+BL1WPRz8jzzq/T09W76wf9fBrgOJxUOGscbqhpUGAITKBA/DSwM+wv6DBIO+wuvCWwEW/7r+HX0+PFM8tz0WPi2/Af/LwF0AQMB6gE0AfAAtQDmAFIB1gHtAnoEYwe+CYsLVQsJCekG7QJqAc//Qf8/AOYAFwEu/2H92/l89530HvNf8rzy9/LB8l304fTR9R/3Evl5+QP6Zvmd+Ir3ffaj98r3DPqa+p/6KvqS+Tb4dPXP89zwmO+Q7kHud+7N8NH1QPxWBrkSph49KPstLC4dKpUkRB5sGXQWMRWfE08QKQshBQL/qvmp9j/0lPPo8rTxTvDF7x3wTPIj9xT82wEhBRUHygdpBswFYQXVBj8J6QptCwsL0gl/CPwGPQbWBc4E5AJp//P62vaE9AvzU/Rz9jH48Pir+CL4N/dG98X3Evnv+Wn6qfoq+i/6s/rz+rj6dPlZ97/0KvH87tbt0e1Z72Hw4PF48unxSfA777zu7u1p7nDwGPQW+vYDARDBHF8oszBINCIzpy74J2MhRhwBGJQUzhAZDPEHYwOB/3v8ePrS+X75Ifks+PL2MPVi9E70zPVO+J/6If3z/gAApgACAlQDbwWPB7AI1wk9CrQJbAiVBl0E5QEL/0b7Mfi09d3zPPMU86fzDvTc9HT1WvY893H4yPlb+sX7QPwe/M/7H/sR+l34C/dC9gf2Pfb39tn3Cvhd+J73WvYI9VnzkPIC8rfy2PMM9pP4t/vZ/3oEQgpjEOUW5BubHx4hkCAbHywdzRqtGGUWcxNeEPAMGwpoB/UE7QKbAScANP7t+5L5tvcW9v/03PSq9ZD25/ec+Tz7Zv1B/+sARwJuAj0CpQESAQMB+QCbAeoB+AHCAaEARv8O/QH7k/jq9Qn0M/KR8b3x/PLc9MH2JvnH+u37k/wE/T/99fzE/DH8lPv4+kv7O/wc/XT+Gv9k/zP/Zf5J/Sz8kPst+9r6pPr4+sX7BP3R/lsBJwRjB2UK/wwMDxQQ4hDnEKwQWRDGDxUPag56DYUM+wvpCqYJ6AeSBbMCy/9N/Xz7NPqI+Xn5r/mR+hr7Bfzr/Cv9Uv11/YP9Ov0c/Vf9Ev6u/lX/4/9YANIAEgEXAV0Arf99/hj9o/uH+ur5iPnN+Vv6+PpG+/L7Xfww/b79Vv7R/uT+Uf4Y/YX8hvte+6P7ifwS/jz/PwDwAP4AvwCJAAQAZP/a/oz+dP6b/r3+OP/j/2sAPgHCAVUCGQPKA5gE9QRIBTkFdQQnBFQDVQL9AUgBCAE+AaoBtwKAAxMEiQQdBGgDWgIvAT8A7f+L/23/sv9TAL8AAwHqATgCiwJkApEB9/8+/rb8Xvvk+gv7Bfww/a7+kP8TAGIAy/9p/5b+G/7S/aH90v0l/r3+Wv9EAM0ATQEqAbAAy/+4/rn98Pxs/I78MP3I/WX+1v6a/7z//P8AAD8ARAC/AMgAoQDrANcAeQGqAUwCnwLtAsYCQgKWARwBkwDe/3z/Ff/a/tH+3/6z/hD/Ff9k/2n/Rv98/1X/wf/8/2sAIQFNARsCUQKpAuQCtwKVAvgBZQGmAHAA9//G/7L/rf9k/0b/JP+g/kP+of2I/XX9V/1c/av9TP69/gf/Qf8Q/9b+m/59/pb+Gv/Z/44AJgHCAQcCEQK0AfAARACB/y7/7v4L/zP/nv/j/10AtQCwAJcAPwD8/1r/Gv/R/h///P/IANEBTALVAtoCPQLMAQgBZgDL/1//bf+B/9n/SQCTAJcAawD8/2n/vf4W/gj+R/54/kv/XQAcAcIBKQJuAqQCcwIRApYB3AB1AAAA9/9JAH8A8AD+AM0ANQBk/6n++f3l/Zf9cP2D/Zz9zf3l/UP+R/54/j7+h/7C/pv+Ff84/5r/sv/3/ywAXQCmAMgADQHNAOEA/gD+ACYB9QDrANcAzQC/AI4AcAAsAPL/ZP9G/xr/Lv9p/2n/2f/o/zEARAA1ADUAYgBwAFMAYgA1ADEAHQBJAE4AawChAL8AxACcAM0A3AC/AKYAawAYAMv/fP93/2n/mv+e/7z/z/+t/63/gf+a/8H/4//o/+3/qP8p/xr/EP8L/1D/Vf88/wf/0f6C/kP+b/5l/mr+dP6M/pb+s/4V/0H/t/9dAJMA8AAqAUgBUgH+AJcAiQB1AJMADQESAX4BkQGqAYMBSAHhAHoAWADL/5r/Wv9y/3L/mv/e/97/1P/P/5D/M/8C//P+OP9a/8v/CQBJAHAAegCwAI4AqwCTAKEA1wChALUA3ADXAP4A/gD5AM0AhABOACwA1P9t/1r/Rv8z/3f/mv93/4v/PP8Q/yT/EP/9/jP/gf+Q/6P/hv9a/1D/H/84/xr/Ff88/zj/vP/e/xMAYgCXALAA5gDrAI4AsAC6AMgAHAFDAVcBoAF0AYwBgwEhAdIAegBdAAkA/P/P/wAACQDU/97/i/+8/4b/ZP9t/0v/UP88/1X/X/+a/7f/sv/B/7z/t//L//z/4/8sAJMApgCmAHoAfwBwAJwAvwDNANcAvwCrAGIALAAAAAAACQDU/8b/t/+G/3f/Lv8H//j+B//p/vj+Gv8L/x//Av9V/yn/OP98/4H/nv+B/7f/o//3/wAABABrAGIAnADIAP4AKgFNAVIBQwEhAeYApgCcALoAugCJALAAugBrAJwAawAxABMAxv93/2n/X/88/1X/d/+L/4v/rf+8/9n/t/+3/6j/d/9y/0v/fP98/7L/4/8TADEATgBTACcAYgDy/xMANQAnAFgAjgBrAEkAlwBiAL8AcAB6AMQARABYAD8A9//o/8b/kP+y/5r/d/8a/73+x/6l/tH+7v4H/0b/bf+L/4b/gf+G/3L/mv8AACwAhAC1ANcAIQFNAX4BTQF0AXkBIQENAfAA4QC1AKEApgChAIkAOgDG/7f/S//9/u7+3/4Q/wL/Rv+L/8v/2f/3/9n/wf+y/4b/gf9a/0H/fP+y/8v/HQAdACwANQAYAA4A7f/U/9T/i/+V/57/z/86ADUAXQCEAH8AWAA/ACwA9/8JABMAPwA1ACcAYgA/AFMAEwD3/6j/X/9V/wf/EP/u/vj+Kf9B/zj/UP+G/2n/i//B/+P/UwBmAF0AjgCwAKsAqwD1AAMB8ADrALUAnADEAJwAsAC6AKYAqwBmAEQA/P+3/7L/nv9p/3z/kP+3/8H/o//j/7z/t//U/6P/gf9f/1D/Rv9a/4v/vP/P/w4AWABYACcA/P8AAAkA7f/U/x0ACQAnAEQAGAATAOj/BAAAABgASQAxAAkAOgAxACIALAAnACwABADG/6P/rf+e/7L/lf+y/8v/2f/Z/63/rf+V/3z/d/9y/1//kP+y//f/LABTACcAYgCrAHUAfwBdAHoAiQCcAGYAcACJAIQAZgA1ABgAAAD8//L/7f/3//f/z//t//L/CQAJAA4Axv+j/57/S/+G/3L/X/+L/23/mv+3/7z/9//y/8v/vP/e/97/9//t/+j/AADt/+j/7f+8/8v/z/+e//f/1P8iAGsAPwBTADEAJwD8//f/2f+8/6j/nv+t/57/y//L/8//9/8nAAAA8v8dAPL/BADe//f/AADZ/w4ACQAdAAAA4//e//L/BAD3/w4AEwDo/wQAJwATAE4AJwAxADEAJwAnAAkAIgAnACcAAAA1ACcAOgBwAD8ANQA1ACIADgDe/8v/vP+8/7f/o/+8/97/JwAAABMABADy//L/4//Z/8b/EwA1AEQARABTAJMAlwCJAKYAfwB/AGsALAAnACwAGAA6AEQAAAAxABgA8v/o/7z/rf+3/7z/xv8OAAkAPwAxAD8ASQA1AFMADgAOANn/6P8EAB0AOgAYAF0AWABOADUAIgD3//f/2f+8/8b/qP/e/97/xv/j//z/4//3//z/BADt/9n/vP+3/+P/2f8TACIAGAA1AAAA/P/t/9n/8v/L/9T/wf/t/+3/4//j/+j/y/+t/9n/t/+3/57/8v/t/wAAJwD3/zEAEwBYACcAHQA6AO3/GAAOAAkABADe//z/3v/8/97/qP+3/57/vP+8/63/t/+3/+j/3v+3//L/xv/3//f/BAAiAAAAOgAdABgAEwATADUANQAJABgAAADy/7z/o/+3/5X/mv+y/8H/t//P/8v/y//P/8//y//Z/9n/2f/3/+3/AAA1ACIAPwA/AD8ATgAdACIAGAAdADoAHQAYABMA4//3/97/3v/o/8b/z//e/6P/xv/3//f/JwAiADUAEwAnAEkADgATADUADgDo/wkA7f/y/wQA6P8JAPf/3v/3//f/8v/j//L/7f/y//f/3v/y/97/7f/y/9n/8v8dACwAPwA/ADEA/P/o/+3/AAAJAPf/GAAnAAkAHQA6ABgAGAAEAO3/2f/Z/8//wf/P/8//AAD8//L/DgDy/xMABADj/+j/4/8EANn//P8JAAQABAAxADoANQA/AA4AJwAiABMA/P8OAAkADgAnAAQALABOAA4AGAAiAPf/MQDe/0QA6P9iAOj/PwAAAHAA7QJvAR4DOAJoA3QBpgDcAFb+2v5F/CD+PPse/Lf71PuO/EX8S/9W/lcB/gC7A14D8QOmBAUEegQkAi0DnACmAO7+wv6c/ZP8Dv1P/ET9ovyu/kf+sv/t/wMBtAG5AdoCLgL3ArQBBwLhAGYAWv/R/mr+V/3X/Sb94f2N/cz++P6V/2IAAwG9AVIBVQLgASQCfgGDAQgBawAAACn/PP8l/pv+Fv4I/iX+b/7f/gv/GAAsAPUADQG9AccB0QHHAWoBagHSAJwA1P/G/1D/Ff/W/r3+7v4L/0v/Rv+8/0QAkwDEAC8BQwFgARwBOQHXAE4ADgCo/2T/zP7k/rj+0f6p/hr/S/9f/8b//P9YAGIAEgGcAP4A6wD5AAgBXQCmAO3/6P8u/1X/M//W/u7+3/5f//3+z/+3/0kAdQB6ANIApgDmAJcA8ABdAHUAAAD8/63/mv+j/0H/t/8L/7f/hv/3//f/HQCEAHUAFwGTABwBqwD+AIkAYgB6AOP/3v8V/3L/5P4a//j+Vf9t/zP/xv/P/z8AOgCEAGIAoQB6AKEAawBOAH8ANQAxALL/xv98/3L/Vf+B/3L/bf+o/4b/JwDt/ycADgAxAFgAEwAxAOj/NQCt//L/mv+y/+P/Wv/e/5X/4/93//L/vP/Z/wQA8v+mAA4AyAAOAI4ADgAYACIAaf8nAEv/OgCB/wAAGADL/zUAd/8iAHz/4//t/+3/2f9y/+3/d//j/8//GAD8/8H/MQDt/0QAEwBmACwAUwBiADEAcAATAHUAxv9TAPz/7f8iAKj/IgCQ/xMAaf8YAKj/mv/e/2n/8v8Q/x0AfP8iAMH/GAA6AM//fwAxABwB1P8DAQ4A4QAxAFMATgCG/8v/Df4cAfT9WgKzAmEFFQfuBmUKcASCBoH/cv+X+fL2n/ZQ8n711vHe91z1lvrj+xr/nwI8AwoIxgZ6DTwLSw/iDHANqQpkBqUFlv7X/bz2D/jy8lryOfES8Vnz+PGE+PH3/f5t/zYE1QZGB58K1AfeCx8HvwjqBQQFmQMsAJEB8Pza/lr7If2U+3f7tvwV+7n9mftv/vX8C/+z/vj+JwAu/yYBUP9lAdn/IQHSAOEAOQG/AB8CEgGaAqUBhgJXAcIBAwGEAKEAZP+6BF4DeAaTCEIKgQuiCHILYQVZA2r+FftL97rw8PAh7EztQOun78LxjvQf+2r+5QUBB30Osg+gEvMSPhLCEjUNEw0oB3AEeP58+wr4tvNP83XwDPLm8OLzJvX29xD7//xjA3cDcQhCCg8M+gxGCxMNWQfVBrMCdQBN/Xn5YPq49hT4kPZc+Sb5EPsW/lb+dAHSABMEUQKKA3gC5QGWARX/WADh/Yf+9fw0/v794f1a/y7/ZgDL/6AB5gA0AVIBgwFXATEA9QDe/97/UP+B/1r/s/5L/+n++P7k/jz/rf+Q/4QA1wCRAdEBKQK3Av0BHwKMAWABAACy/4v/uP6z/iD+0f4W/mX+5P4p/y7/PP8sAPz/WADmAFIBJgGbAccBmwE5ASYBSAGrAD8ALADj/9H++P7R/nT+G/5l/vP+jP4Q/3f/6P8TAHoAOQEXAf4APgE+AeYAdQA1AAAAfP98/0b/S/9a/3f/xv+a/1MAYgC1ABcBJgFSATQBeQHrAH8AHQAOAGn/B/8u/9/+h/5g/qn+zP64/t/+qP/P/zUASQAIARIBWwHMAXkB6gE5AdYBsADcAH8ACQBrAKP/WAAQ/9T/Lv98/7f/PP/o/yT/7f/z/tT/gf9f/63/Rv/3//P+UwDt/+P/6P9TANIAAAAXAaEATQHNAG8BdAGrACYBGACEAJX/9/+t/xX/1P+L/w4Ahv8/AAQAxv/Z/5D//P8a/8H/lf/P/3z/4/8YAGT/9//P/zEARv/8/8v/y//Z/9n/ZgCy/38AOgCOAD8ATgCTAOP/DgDt/w4Asv/U/9n/o/+t/8H/xv+t/wQABABEACIARABEAAkA9//P/zEA6P8sAKYAfwBrAKEA5gB6AGsAawBdACwAsv/P/3z/Lv/f/un+1v5q/of+zP4k/wf/vP8nAHoA6wBSAZYBWwHWAVcBSAG1AM0AkwD8/yIAi/+t//j+PP+u/qn+oP5g/pv+9P19/lv+Gv8H/8//fwBwAFcBKgHCASYBxwHCAWoBZQHrAEgBLABEAHL/mv9a/6n+X/9v/u7+kf44/1X/M/96ALz/zQB6AKEAugCEAPUAEwCJAMb/z/+B/3f/hv9V/7z/af/P/23/6P/j/wAAMQDZ/zoAz//e/8v/8v+j/5r/1P9t/4b/bf9p/3z/vP/t/8v/7f8OADUAUwBdAIQAegCXAHAAXQBdAA4A8v/o/97/7f/y//f/HQBJAEkAegCXAMQAawBwAHUA9//3/6j/y/9y/57/qP88/1//bf/e/63/EwBdAA4AAABOAFgA9/8OALf/lf8u/8z+m/5H/ir+/v0D/tL9Fv5D/pH+wv7k/qP/7f9mALoACAEvAWUBzAGqAYgBkQHCAVcBQwFDASYBJgESAWoBkQGIAcwB7gEbAgICFgJuAh8CTAIHAvgBoAFSAfUAZgAdAGn/EP+M/jn+of1X/TX9k/x7/CP84/uj+2P7Gvuk+nj61vm5+Vf5NfkE+av4nfhF+B343vdn+Nz4iPnf+kr8Zf6hAB4DZAZ+CeIMWRDjEy4XrBn4GzYdmB0ZHakbBRnJFb8R8AzsB4YCdf12+H/09PAk7jrsCuvF6pnqJ+ud6//rsOwN7SrtA+2c7AnsweoV6urozufL5eDkg+Qb5bTofe1q9d38gQeEETIcDScpMag6YUARRoVHI0cCQs86ODE4JC4Xdghe+1/uneM/2/PUcdJj0VbU79ey3YLlDe0R9mz8ygMZCBAL8Ax7DNQLOwgzBgcCav54+jj23fPd73zuyetB6ubnQuVc5EXixOMb5e/oW+0y84f6ZQH9Cp8TWB1KJfwsWDOsNtE4YjevNDsutSbYHV8TTQkD/sn0gOt05DDfq9ui2pjaZN3u4EHmrOu08eP3a/0LA14HNwuIDQcPChAeEA8QjA6dDI0JqgW0Abb8z/d08SPrTuMv3MXVrtBvz+DPvtNo2Vnig+zY+NAGwBSJIh4uZDkNQbNFbkb6Q0s+rzT2KR4dGRCCAgL2ceuj4pvcpNjN15bYINxp4Y7n2e5+9e37WwElBr4JAAySDf4Nww2sDLcL5ApICcAHrwWKAwkAtvx2+NXyeuyN5Djdn9Rbzz3MlsvPzf/SvttH5cHyLwFTEe4fVC7OOzRF3kv+TVJNPEc8PskydiVWFx0In/rp7dLjPtzi1vPUC9Uv2ILc5+JV6gPxrfcJ/VUCkgUsCCoKFQtLC9oKEAtRCs0JHAnFB0cG3QNgASH9dvgH8v3pQeLf2ATTps6ZzdzONdM623DjofDC/tEO9hyhK4c56EL4Sd5LnksqRSE8ljCrIrYUCAVo95nqAuGZ2X3UedPM0+/X+Nz642vse/Pf+qYAxgZWCvUM3w4aD4EPIA7vDb8MPAvXCa0HpQUHAkb/R/rS9ILteOVk3TjULtDGzFnNOc/Z1SjejudW9roEihTsIcwwzTzmRNZJmkrdR50/lTX8KOAaigyX/UTw/eQC3ebWktPg00DWXNsb4XjpjPF2+LP+mATSCVkMrg7LD1kQxg+uDj4OhQwfC1IJ8wbZA38AVPyz9lnvdufx3hXVX9APzaTM4s0z1IzcTOXA8/cCVRNpIK8vnDwDReBJPEsISZxAezZoKSUbTwxN/WPvZ+N12yTVsdHU0b3U+9mc3z/oA/FY+Nr+bwW9ClcN1A8/EToRYxDjDyQPaw0PDJYKzwdwBMcBHP339g/v2Oct3sLUctGwzqbO4M8l2HXf2+iF998GJhYnIjwxEjxsQ61GGUeyQrw5MC+KIaQTbwXj90vqUuAU2nzViNNG1QDa2N6V5bLuEPcr/SMDOgk7DGAO1A8oEF8PeQ4bDnEMJAumCcUHMQSWAX3+K/mD8VrqBePb1yHTmtAQ0RXRDteI4P/npfXnA3IUDCDzLNY4bD9sQ49D3T8FN+QshiA5EpMEMfj/68bhvttG2dfXUNk33hzkgerz8Yz6xABXBb4JigxcDR0NPw2tCwMK2AiKBwIGfwRUA5MADf5j+zb4SfCk6RDirdmZ1SbT8dUJ1+3d5OXT7/T92Qs4G3omKzN0PEJBT0NHQXE7AjGyJNAXjQks/IXv4OR33YLYa9eC2EPcC+JS6FPwJ/ij/yYFdQmODP8M7AyjC0wKgQc5BQoEKQI/ALj+Nf1B+2f4Qvam8CPrNOSg3E/aL9is2gzdl+Sr7HT1YwM6Ef0f0yryNfE+WkL8Qs4/UjjBLa4fuhGGAjn1eOlx3jTYTNQV1QnX/tuT45nqSvMt+2MDfwjyC9YOkQ6rDSQLyQi5BS4CMQC0/fv7KvrE+DL3//Qf8sjsOuh94Q/eVtyu3HTgFuVk7in2BwKGD20cgSkDNDc+2UKsQ9pB3jo4MU0jGBUMBvL2o+qA3iDY29P10p7V6Nkj4kLpkPLe+14DjQnTDB4Qnw8+DrwL2QfZA9H+Hvyi+GT2f/QG8xbyHfAk7pTqXuZV4YnfMN/l4Azlk+sT9OL8kgmIFkgjNS8ROYdBW0XgRfhBrjkTLwIgwBDEAIvy8uW72gvVY9En0tTVG9xc5D/suPZ8/8YGewyBD4oQww3VCkIGiQAt+771uPEM7jXsO+to6pnqqeng6F7mM+XL5fbmcupk7r71sfw1BTIQJRt6JvkvJTn/P1lDrENTP9c38yyzH4kRxgJv9Xno097a2IbV9tVg2E/eJeXS7MP1RP2KAxUHKwkcCYwGLQOb/nn5P/Ss72bs1ekR6Zzoeehr6IPofug759boAOtB7gHzTfkqAU4IyBHMGyImtC/sNtA9r0B9QRA+Oje2Lp0h5xTkBun6gO+f5b3gjNwV3eLef+PD6NbtpvSd+Mn8TP7u/k392/k890Ly6O576xHpceey5mbo4Ojy6vrrL+057dLstu8v8eb0efn8/8YGtA1LGHwgrSm3MT44UT3VPRA+pTgHMa8nkRuaD3MCbPhL7ifntePt4UTjZOWG6lXuPfJB96H5LftW+qr5kPY48l7vYuuD6LPlJeVC5XjlYehQ6nXsJO7T7zDwhPBB83n1XPkl/hIF1AuLE2IdciWULVs0LTo+PCc7FjmsMjsqfR/dFK8JUf6I9dHtUemF5kvmv+fz6dbtWPA384310Pbp9sf1CPWB8knw0e3E69DpdOic6KHoQepn69HtbO9/8MzxL/H48ZXyJvUS+Q3+TQUKDI8U2RzLJAMs6DHFNqA4wjh4NRswDCgEHsETpwiu/m/1we6M6Xfmn+Xy5ebn7um07Fnv2/EA9Mz1X/YR9pL12PNH8kTwvO747QzuSu+m8O7xAfMi9In0evQx9GL0P/RX9XH4t/sDAbMG3A0xFSkc5SOZKecuUDExMq4wiCuZJTwciBIKCP3+Qfei7wTs7+g66JLoaOqH7Zjv7fJX9VT3j/dB9332ofRJ9F7zT/Oy8lTzHfT782H1uPaO+AP6xftP/A/8Y/sM+vX4tfiC+qb9DAJVB5wNpBOUGFQdtyBrInoivCBYHfwX8BEaCz8ENP5r+dH1dvOF81j0iPWo9wz6T/xm/Xr9Nvwb+sT4PPd49rX07POs88DzqvUf93T5VvqJ/ET9ev1N/UX8J/yf+vz6YPrq+Rf52Phm+X75hfwk/+0ChgcLCyAOnRClEh8T1RMCEzARjA4kC0EHRAQRAmIAkwCa/4kAUwBa/67+MP05/n79lv60/SP8Svy0+Tj6L/op+2P7PPtd/JD7tvxi/N77gvo6+Wz4lfbk9rT1ZfUh9Z73qvly++/9dP5gAdYBkwRSBbsHcAkRCnsMQQuLC5MIzgiZB7sHhge0BaoFmQPmBJYBVQKXADEAQgJ/AJUCsACuAgwCcwLNAPr8Zf6F/Gv9df10/kD8x/rb+dr2VPeK81f1+vQu9un22vbx9yb1V/mo98f67fuR/hsCiQT/CMEGSAn2B2sJIQkiCKcIYgiSCUgJSAmbBeYEmQNXATkBtAE8A7EDtwK0AfUA4/+j/wf/rf9JANn/9/+M/qH9GP0y+9L5RvcG9yj3APhH+g35kPvz+o35KfuR+tP8HvxM/j/9g/3j/ycAcwKfAtMIIAbrCGgHLQcQB6IE2QczAlAHBwL2AxADyAARAvP+FgJh/ZMAEv5f//3+d/+vAX8A6AK0/UQAP/39/jP/h/4/AMr7Vfve91f5LPip+mL8+vwD/iv94f2/+FX7df01AEQEPQLxAy8BMQSsA+UBSgN4AkMFiQQ9BooDUgXXBN0D7QJ+AYkAVf9uAvL/UgFL/yn/Q/5c/f3+Nf1Q/2/+5gDu/uT+t/97/A/8rvqX/SH9Qf8w/Yv7//yo+8f6xfvR/rP+0QHN/e/9sv80AdQDlgG7A+YAyAVUA34BJAJOAIMFMQRfBq8BogRDBV4D5gAT/R//SvwLA30CjgR+AWD+Zv3F9/L7o/tg/ur9OQFXAen+tP16+Pj6bPw+AScAS//5/Rr7HP23+zj/ff7B/yoBrv50/qf8CQDzAQoEzAVdBLYDzQBiAEv/NAHiAywEdAWUA0MFCwPrAIkAeQFaAggBVQK9/u7+rPxg/nL/kP9DAbn9Zf4P/PL/8vuy++3/BP0Q/7T9w/0v+nX9b/6N/an+9vuI/Xv8egB/ADIDAgI0/mABSQDHAX8A7gEkAqIE7ANgAW4CUf5MAuYAWgKQAuEA2QMfAmAKzwP/BMYCaf9fAur9xATU+4wB2Px6/cT8QvqY/Bj4WAA8+z4BQPxbAZ388PzNAEb7VwFP/I8DpPo0/vr8Z/w3A4v/pQVL/4YCGvuF/M789fxqBewD6gk3A+QGxv8H/+YAxv9eAy8B1Qa9AQQFTQGm/Rj9zf1MAswBYgT4AcQAhv8w/dX6GP31AKEASQBt//n9J/x6/RL+tvzR/kv/0v3i/FH+6v1l/mQC7f+V/0MBDf4s/FL9uf1J/SQC1AMmAbcCOgBJAPcClgFRBrEDYgRnBD8AYgBD/rcCUwAKBGUBz/+bAcgAZP/d/MoDPP/GAuP/ZQF0/iz89wJz+kX8/PoV/z/9+QBkAl77RAD2++T+GP1g/iT/gv6rAMX7QgJE/U0BFwE+/tAC/gBRAjP/wQYz/1YGzwPoAo4ELPwHBnz7twJo+wgB7gEEABAHNf2bBfz6Av8S+fj+EQLC/mQCdvwOBIn4TQEA/KL8Wv/t+5EBE/1DBev81QKIAeAB8gKU+xsCB/q1AET9UwDy/0b/1wTj9/sD5Pr1ADb8Q/51BIH72gqn/MoHSvxEAE4ARvuCBov7Ngj7+wcGA/4h/WX+IfklBvb7zAUh/YYCSAFg/swFxfuwAI747/1q/nL/UAe2A00Jify1ANX6DPqb/mD6vwRr/RsGtvzk/gT9BP1UA3L/KwUE+RMEnfwHAlr//gAEBT/9YAqy+yMD/PqO/Kn68vZ1BPn9mwUD/jgGoQBwADgCYvjtAnn5dAVL/yYBhATW/uUJbPwmBUX8UQJp/4X8rAOJ+C4GWPyYBFr7+QDU/wf6AASF96IEQfsZA0f+Pv73AtD6XQT/+KABIP4dAO3/Mvu8AhT8sARR/pkDZQG/AAoIuP70BSb9aQKJAMQADQUT/bsDjf28ApL9kQEk/0z+cgNl/u4Bh/p4Apn7pAIqAcb/1wDL+rf/L/r3AoL+xQOgAfMBsv+H+lv+A/q0AXj+QgbkAnMCQwEs/FD7zvjQAqv9ogSXAMQE7v5G/wEDkfrZA5P8gwk9AjcDbf9h/bMCGfz5BXf7EgGC+o39UP+s/NQDuf1FCFD/MgN6ABD/zgQK/HkFGPjmAHH8+Pq3/wL26gUw/U0FIf3a/vP+bvrRBVT83waOAAEDEP8Y/fkAZ/xtA/X8VwXcAGQC+QVB/wsDYP7DBY39kv31ACf8mgJU/OcDaPvR/mn/7/l7A+T6NQWh/VQD8gJ8//ICl/0DAdb5iwIQ+73+1v7cAIQE7f8HBjr9AgKR+t77Cf3w/BMEPgFZA54DEAPl/T4Bk/zN/WkCjQUNBej/WgJF/P/8Bvt++ej/W/4kAj8AVwFOBJoCdwNU/M//Wvb++b3+/PqXBfICkgkfAugCegDf+kb/FvrGAu/9YwNB/1kDhgJ4/qoF5PrdA1j4KgHHAcz+SgMj/J8CcPnt/0f67v55AY8DjQWbAXkFvfoC/+X9EP9m/bkBlQIYAPcCawDw/Pz/8wH3AhEC5/y9AXf3M/8J/RL+XQBp/z0GyfzJBEP+HAEu/ywApgSZ+90Dmfv8AlL9ff5oA7f75AKe+/ICTf2qASsFAQP1AD/9IQGj+9P8uf23AhX/xQOaAq8BVf+z/vsDPgG3Apz9kAJd/Gr+L/7e/4ADP/03A2n2PPde8/v7xwEYADYI7gEACHf//P+M/qABPAMx/AMBLPxBAyII9wtECVgAlQIW/hH6rfeO/KQCIQEdBM//mfvS+Xj6kAJq/mQC8ABU/CYB9vvcBOj/2gbHAUf+0AZd/AEDpfmfAt38k/ztAqb9RARM+qYA9PnH+nf7zfkoA9r64QQrBXcHFQcf/5EBG/pSAV//5QXkBuoBRgdJ/X8A7vbv+fj+lv6DBVgAkAa8+y0DCf0U/AgB0PqyB577DAYL+yf8YP56+JUC4fgACGL88v9/ALj6ZAJ2/CYJCAGHBnMCgPyV/7P24vyh+Y4AxAAtA3UEUQI/BFkDbgriA00Bbf8sAHf/egBmAFv+fwDr/K3/nvu5/X8A/gAOBOsA2wE1/TMCwv7K+/cCVfuC/uD5Pv7zAST/wAdR/noEtAGL//f/yfjzAXL7dwPc/VD/z/8H/38EyPlmBQP6nAD//BL+kP8AAHYI4PkTBN77LgLz+jz/PQLt/0UIGABZB7z7swLG//P+oQC4+oMBuf3oAmv9SvymAI783ACj/5YBRv9qAfcCLAAKBKv9IgQnAKABswKmABcBN/c0/gT5qgGPA7wCUAcqAQcGmPzJ/Oj7Ov3P/977NAGm/S/+1P9JAFIBRwJRBnL/jP6vAQsDBwL5/Z7/7PdY/Kn+ugBEBJMEZwiOAIMBGvsm/YX8uf0NASD+0gAn/EwCH/8zBo0FQf9b/lz5Q/mK96z8LfuFA8MFJAeDBYkAMwZPAycA//wG+6/5jvx6/Zj8GABtA3sDxQOgAasEKwUtA5QDYAFfAuT+Jv0u9ir6fPc3+6n+av7LBlsBmQcf/3AADv0W/moByPmxA67+igMZ/Cn7jf0h/UQE8wGUA6b9+AEmAT0CTwMWAlgElwDwAJj80/y3AqYEXQQbAuX9OvmI9Q70WPTL+lsBzwNKCIYH7wViCLkFvP93+035WPju+gr8nACEAMgAyAAI/pD/s/7kBhYG8AjDCY0FdAGy+7P6vvXF9y33u/fO+HUAFwGRAYgFkwRTCIYHjQm7A4QEqQKc/dD6U/h6+Oz3rvoT/UD8t//3BuYE8QfDBRUHEQITBP4AsfwdAKH5nP1H9uv4xfez+rj+bwEgBuUF6AstB4QI9gN9AhD/HP0a+0X4qPtL9637Xvs2/Iz+RgPLBjUFvglFCNsJ0wirBOP/Ovmn+IHyUPKj8wb3uvzc/fcC7QK6BMgFnQiTCDcH4weOBFkDqf4h/QH76fZT+AX4DPoa+2r+ewNDBSsJsgePB3oEHgNEAHT+Ev66/CX+H/sO/fz6YPqD+Z770/yr/VUClwDqAVME2wXWBcsGTQX8AmkC0f46/TT+fP/cAN7/b/7M/tf9Df4V/wkA9QDzAR8Clv7w/Oj7Nvw5/oz+M/+TAH8ALAD+AL8AbwEjA9kD5ALbAesAgv6g/rT90v3W/lH+Wv9M/k4A3ADqAd8CewPPA2AB8v+b/pz98PwS/gT9K/2//E39dP7y/7UAPgFUAywEpAJ9AhkDpQH8AuABaQL9/nT+R/41/Un9yvsO/Tb8zP5k/y8BjAEMAqABiQBaApcAjAGvAaABYAENASQC+P68/5v+b/7e/9T/DQG8/4wBS/86AGn/PwAmAaYA/AKlAQICkP+Q/yb9zf3H/oz+GABJAA0BAADy/+j/lf+B/9n/t//t/+j/1wC8/ycAt//B/zEAAABNAUkAqgGEABcBawDo/8//B/8YAAv/EwCV/zUAPP8L/4v/jP6hACIAXQBmABMAZgCB/x0AFf8V/4L+av48/xX/DgBYAKoBNAG9AYMB9QBIATUAkwATAO3/OgDy/1r/Ff9f/6n++P6L/5r/4/8xAFMAYgCrADUAo//3/23/x/5k/wf//f4u/23/vP+3/9n/LACXAJcAZgCOADUA4/8iACIA4/9y/xX/8/7B/y7/H/+JACIAJwATAHoAfwAJAGsAwf88//3+JP+p/ov/7f/e/9wAlwCJAFMAWAAJAHL/t//B/63/hv+Q/ycABABYAKP/GACEAO3/ZgA6AJwAGAAsAM//lf+j/4v/8v+L/97/4/9YAIkAdQB6AHoA/gDy/4QAoQA1AH8A1P8dAC7/xv+j/9n/oQDB/10A7f8nAIH/9/9OAO3/MQCa/7UAOgBEAIkABADP/8b/SQDy/xMACQAdALAARAA1ALz/vP8YAPz/4/9OAH8A3v/IAFMAlwB6ALUAzQDP/2IAfP8JAGn/Qf88/1D/HQBp/z8AXQCEAI4AdQBTAGIATgBt/8H/i/+t/0kA1P8xAPz/MQA/AKP/2f/Z/zEAbf/8//z/z//3/6j/mv8a/9T/bf8EAM//lf/L/6j/cAD8/1MA9/8TAO3/t/8AAJX/RAAAAFgAz//P/1MAnv9JALL/DgAYALz/y/98/wkAkP8TANT/ZP+L/4H/GADe/2sAvwCwAI4AEwAAAKj/sv9a/4H/hv/8/xMAnv9OAIH/6P8xAB0AZgDt/0QA8v8AALf/qP+G/yT/z/93/+P/EwD8/1MABAAAAMH/HQBOAEQANQDt/xMA9/+j/5X/6P+y//L/GAAEACIA1P8/APf/NQA/AAkARADP/yIAvP8AAA4AEwAdAO3/hADy/ywAGAD8/z8AXQB1APL/iQCTADEAPwBdACwAmv8EAN7/wf8AAPz/JwBJAJcAIgBwAF0AEwAxAN7/CQDU/8v/qP/8/+P/6P/y/4b/rf93/5X/fP+B/97/xv8JAAQA4//j/4b/fP8p/7f/2f/o/9n/vP8EAHL/2f+8/wQADgDt/97/z//P/9T/LADZ/ycA3v/t//L/CQAxAA4ARAATACcA4//j//L/7f8TAM//8v8YAB0ABAD3/zUA9/8dAAQA9/8AAJ7/7f/j//z/AAD3/wkA8v/y/+3/vP+t/+3/wf+3/63/rf+y/6P/2f8EAK3/3v8iAOj/z/+o/6P/d/93/23/bf/U/zUATgBwAEkAPwAsAPL/HQDj/8v/2f/U/8v/af+3/9n/1P/8/zoAIgAYAGIALABiAOP/3v+e/8H/y//P/ywA1P9dAPf/dQA/ADEASQAAAGIAz/86AEQAMQBTAFMAYgAJAA4A/P8xADEACQBTAPf/4//Z/8//CQD8/yIAJwBrAEkALABJAEkAMQD8/0QAAADt/w4AIgAYAPz/OgDj/7L/qP+B/9n/8v/P/8b/8v8TAPf/BAAnAFgARABEAOj/rf+Q/57/y/+o/97/LABJACcATgA1ACcA2f/j/9n/lf/B/63/1P/8/wkADgATAAAAOgAEAAkAMQATABgACQAdABgA8v8EADoALABTAGIAWAAxADUALAAsAAAA7f/3/63/1P/G/9T/GAAnACIALAAxAB0A3v8AACwA/P/3/wkAIgDU//z/EwAJAAkAOgA/AB0APwD3/z8AAAATAPf/BAAEANn/EwDy/zUA7f8/ABMAUwAAAPz/IgDL/w4Arf8sABMAWAAnADoADgA6AEQA7f81ALL/CQDP/yIAJwBEAEkAHQAxANn/NQAAAOj/JwAiACcA/P/y/wkAJwBEAA4ASQD3/wAALAA6ACwA7f8xAPf/HQAJADUAMQA/AGIAHQA/AA4AOgATAOj/y/+a//f/wf/G/8H/y/8dAO3/CQD8/wkAAAAAABgAy/8sAB0Ay//P/8H/3v/B/8v/2f/e/+3/2f/L/+j/3v/P/6P/3v/8/5r/xv+y/9T/vP8AANT/7f8YALf//P+y/97/1P/o/8v/wf+8/7z/GADB/9T/4/8dAM//BAAYAN7/8v/Z/w4Ahv8TALf/d/+y/+P/BAD3/3oACQAsALL/OgAiAHAApgBrAPAAfwBwAPz/6P+j/0b/UP9L/wv/xv+e/8H//P9OAAAA7f/j/63/6P+L/ycAaf+XAGYA3AAIAS8BJgEYAHoAS/98/3f/7f+8/zoAcAAEAN7/dQCy/9n/YgC3/97/af/P/z7+M//k/hX/X//t/z8A9/9vAaEA/gBmAFsBsv8JAKj/uP4H/67+BAD9/r0B9QClAXQBVwHSAJ7/fwBq/oH/JP8xAOT+xAB1ALoA4//XAE4AzP51AFb+LwGS/bMC3fwLB+wDkQGWCrAE5Ab0/ZMIrvoD/t/+o/vi/Df7vQG/+DoA5PpB/5f5E/37+1v6s/6d/AkAkf4lBj4BogRyA9METQHzAVsBeP71APj+sABS/UcCFf96AKP/awCp/mr+mv+O/On+ev2wAGb9nAAAAHUA+QDt/xwBeP5qAaD+fP86ACEBWADhACMDIQFCApEBKQJ6ADQBvwCa/5wAGv9TACT/z/+R/n3+rv6N/dz9tvxg/mH9eP48//z/WABSAYwBpgDrAHf/gv5+/Zz9MfzVAqoBFwGpBiQHHwcMBkwKQwUYBOQCkv2M+q723/bX9C33TflX/aUBlQLhBD4F7wXQAtb+PPsn+LT1SvO19Lj2/Prf/soDLQcjDPIPExF+Em4POQ6/CPED3P0k+6L47vZ2+M/3r/m1+C/69/bf9qT2xva89kD4vPv5/ZACewO3BwUIpgmGB3IHZAY7BDsE2gKFAx8ChQOWAQcCy/9V/wT9yvvk+vD4uPrT+IH7jPrX/a/92v4OABgAYAFV/+AB/P8pAhwBEAPaApkDXQTaAuwDJgEyA2n/PwBG/zz/1v4p/2YATP6mAEP+bf8l/tH+Zv2+/UH/nP3P/63/SAHwAJUCbgI9Ap8CkQHlAQ0BYAFmAPkAiQCcAEkA3v86ADP/Wv/a/vP+IP4H/xX//f6o/4v/o//u/hgA3v+a/7z/af8k/6j/OgCt/3UAhAChAPf/7f/C/sz+lf9D/nz/Kf/mAHoAoAGlASYB2wFwALUA2v41AFD/8v+L/2sAKgHXAAwC3v/1AMb/af/q/Zv+qf6W/nUA2f8cAYkA7gGo/7L/i/9q/gf/Vv4nABD/ugANAeUBEgGWATMCoQBSAfz/8ABf/6EAfP8JALUAGAC1AG3/nACp/tb+l/3+/ZP8If3I/T/9Uf5g/p7/uP46APP+UwCy/8H/MQA1AA0B8v8pAs0A4AGgAYwBKgH1ACEBo/+cAM//RADP/38ALAB1AJwAXQA0AXUATQGhAFIBzQASAYwBTQGlAWAB6gFgAaUB+QCMAaYAoQCmAMb/JwA8/3z//f4p/+n+uP6u/iX+/v2+/Xr9v/yJ/Pb7WPxj+7L7LPyt++37Kfuy+1v6+PoW+iD6zflN+c35WPin+Nn3Ifn/+PP6GfwC//ICTAbMClEO7hJ7FEcXqRe7GGgYTBe0FhkUiBIBEHANZgnVBk8DHQBr/X36Rfhp9vD0N/MQ8wzy1vGW8fPx/fEe86b0JvVf9kH3Cviy9yH5efmv+db5ePoD+s74Z/iH9tf0qfI48oDvBe/k7Rjw6vXB+1kDDApIEtQUohkcGr0bCh1tHDIcIRoqG6MYhRgUFFgRCQ3ZB8YCdvzY+JTzsPAI7ZPrJOop6ovqo+qs6yrtXu+H8aH0Bvd8+xMAKwWSCXQOZRITFdEWwRdGGJ8X0Bf1FTwUFxItEF0MnQgsBDP/Zfpv9bjxru0m7NTqo+qQ6gDrVOsx6wrrY+oV6jLqo+oK6/Dr3OzM7TPuoO2c7Djut/Iq+n0CSgx7FIwbaSBTIlsjkSMMJGchgh9iHQYcohl5FvQRBA1OCCQCAPzl9b3xG+2M6ejmQuXv5Brmceeh6HHr3u4k8k31uvhK/GYAyQSnCEAMThFdFY8YUhoaHEYc2hucGocXkxX4EjIQdwtiCKgDGv9C+rT11vEC7o3sQOt263HrzO3e7tPvSfD/7yfwiu9Z75DuCu9K7yzwCfCU7wXviOx86v3px+1i9B78FwVEDXIU9hhyHKwdkh7lHmwd7hvqGngbFxoKGf8V5RLWDhEKqwTk/kf6k/TD8HTt8Otd6/DrCO247ZTvQ/F28470EfYi+Ab7Of7wAL4FRAn5DZ0QUBN2FKYVLBVaE/MSOxDoD2sNrAw1CRoHPwRwAID8Xfjl9R/yvfEO8EPx8/HU8/X0jfV49jT1F/XL8gzyzfDh8ETw+u+J8LbvT++w7HfqiubI5DPlL+m27xT41gEbCqUSUReRG2cdfR+WH2ofRx+uHxQhaSBQIM4dCxwqF5cRmwo2BOr9Xvcy8y3voO1r7FLssesO7GvsSeyN7GbsR+3Q7hHykvVR+lD/9QTNCXUN8RACE5QU9hShFZQU3RSjFMYTwxFuD2IMFAgxBIz+lvpk9vHzIfGJ8NzwVvFa8p/yhfOk8rfyNPHN8HrwEvEf8m3zDfX99VT35PYu9qv07fKE8GXtyeuF69btrvLT+AcCHws8FE4ZyR2SHuIdMhwYGRoY1hYQGBYXBhjRFiYWIRJwDYEHgwFi/Hj2lPMT8OLvbu7J76Lvf/CJ8Gbwl/DY74zxQvKv9X/4a/3lAcUHsQzjD+4S/BP7FKQTKROhEQQRDxBWDgQNCwsrCWEFzAE//Yj5OfUk8qHwye+h8E3xC/PA84P1AvYC9qX1XPU59eb0ZfXW9RX3Cvgh+SD6jPqk+lb6w/nc+EX4wPeZ9yf4NviI+T36T/zD/ZMAswIXBUAIuQlPDJINqA+tD2YRqxFqEkgSFxJwEbcPPQ/JDDEMBAnjB+EElQJ6AOX9VPzb+fD4ZPb09Q31ufXb9Qb3dviD+Yv73fw8/2IAswK7A6UFLQd2CJcJfglgCpwJIQnKB8EGUgVtA+oBo/9l/h78vfow+bv3S/c99iD2NPW/9FP03fP28yL0yfR59RX35viu+hn8iP24/nf/BADU/xgAIgA6AGYAOgBDAU0B4AF9Ar0BcwKqARYCzAE5AaAB4QCMARwBRwLQAm0DxQPnA/sDygPZAxkDHgMWAhUDqQKeA8ADkwSYBI4EOQX2A04EPANoAwcC1QIzArwCHgMQA2MDywIVA+ABUQLhABIB/P+j/9b+h/6W/qH9TP5S/Sv9sfy2/Cf8Svzy++37+/v7+x78Z/ys/ID8BP12/AT98Pwr/TD9a/0l/pb+PP9V/4H/nv/3/23/X/+3/x0Ahv8xAI4AHQAcAasAUgFrAEMBWACcANIAawD+ADEAiAEOAKABZgA0AQkANQC8/5H+fP8v/l//jP6OAF//fgFXAfgBMwIzAmQCGwJGAzgCaAOLAqwDGQOjAxADPANkAuUBTQExACIALv8k/0P+vf6X/Rb+1/2I/f79r/3l/ZL9dP45/mD+B/+p/mT/JP+j/zj/gf8p/xX/o/8C/57/cv8YAKj/ZgA1AA4AZgDt/5r//P8/ABgAWAAvAU0BUgG0ASYBSAFmAIQAOP/3/1D/kP/t/7z/WAAp/9n/Of4b/o39RP0h/T/96v1D/kH/BAAdAGUBwgG9AbMCrgILA9oCRgPoAk8DTwMVAy0DQQPQAngCVwHIAO3/NP6v/Tv84/tB+977QPxs/Cv9jf2N/Q3+nP1c/ZL9HP3D/dz9Wv9p/9wAFwFXATMCwgHuAXQBrwENAQcCfgFVAv0BEQLzAf4A+AEnAJYBnv9TAAAAM/+JADP/pgCl/rAA8/6a/9T/B/+y/8f+7f9W/s//R/58/9H+o/84/9/+rf+M/uP/kf6j/xX/PwCmANwAZQF5AcIBWwHWAVsBdAF+ATQBVwE+ATMCWwHCAfgBugDMAVgAnABf/wQAcv+u/vL/R/44/xv+YP5X/dL9P/1P/L79Mfx1/Vj8NP7X/b3+gf8L/3UAKf+rAF//fwAYACEBoAHgAe0CTAJeA2kC+AF+AU0BugAxACIABADo/44A3v9TAEkAPwCG/1X//f6l/tb+/v3R/mD+gf/a/gAAkP/e/ycAd/+3/x//LABL/1MA2f/NAFIBTQGRAYMB0QH1AGABZgChAJMAyADIAPkAVwG/ACoBIgBYAC7/LABB/23/vP84/ycAjP4dAG/+Lv8W/hL+Uf4//Vb+a/2R/hv+1v7u/lD/rf8p/wQAo//t/8//NQDSAJcAzAHrAMcBvQFqAaUBlwCMAUQA9QDj/ycAEwBy/38A0f4dAK7+lf/9/vP+Qf9l/lD/5f0H/33+xv8u/wQAMQA1AMQAUwBNATEAQwHEAAgBNAEvAWoBagF+AT4B/gASAbUAiQA1AMv/BAC8/x0Arf8TACcA7f+OAHL/JwBt/wv/6f4l/t/+G/6G/8f+kP+a/97/cv+Q/3z/OP+3//j+DgA4/0kAz/86AGIAdQBTADUANQA1AOP/RAAYAD8AOQHcAJEB+QDbAesAZQGrAGIAcABYAJcA3v9mAAQAoQDe/8//af9p/+n+5P44/73+sv9L/5r/UP/G/wL/Ff8z/5b+fP/9/lgA7f9gASEBxwG5AU0BqgFdAEMBvP/cAJ7/DQFYAPAAgwGmAE0BZgDSACT/8v9g/jz/L/5Q/1b+S/9y/9/+IgCp/mYAJf5JADn+PP/M/gf/mv/a/okAX/9NAQQAHAHU/+sAqP9/AJMADgBvAXUA/QGhAH0CvwAHAsQAzQCcAPz/awBG/4QA+P7XAN7/fwA1ACIAwf9a/wL/IP4Q/z7++P79/rf/cACJAC8BIgCTAJD/7v6L/zT+mv8z/5wABADrAMcBZgDRAX8AAwEEAKEATgCB/zUAgf8sANn/WAAxALoAZgAEAAkAmv9t/wf/X/8C//P+/f53/8z+Vf8a/73+i//p/vP++P68/8z+4//P/9n/jgATANIAEwA5AY4ATQH1AHQBTQEmAaoByAAIAZcAugAEAHoAt/91AHz/nAAdACwATgD8/0QAH/8sAGX+6P9f//L/OP9mAOP/Rv86AL3+rf9R/sv/ff6o/3L/UwBrAL8ACAF/ADQBAACJANb+cAD4/nUA/P+cAPAAqwCWARgApQGL/3UAi/8TAFD/1v5TAGn/TgAiAE0BOgDcAIQAM//9/tf9Df5E/Rv+Fv7f/oH/awAhAesAQwGJAC8BMQDj/6P/6P9JAEQA6wBSAZYBdAHCAaYAUgHP/zUAhv9V/8//Gv8cARD/FwG8/3UA4/8V/wQAOf73/+7+lf/a/vz/3v9B/wQA/f6G/8H/nv98/w4AOgC3/zEAfwDo/wAAIgD3/5D/EwAJAA4AEwBiAO3/BABYAPL/YgBTAPkACQBgAU4ANQBYAA4ATgDZ/yYB6P8vASIAawCG/3L/3/5W/tr+A/4p/7j+y/9k/ycA9/9iAGsALADEAAQALABB//f/lf+Q/wQANQC9AcQA1gH+AMgAxADB/8v/af+Q/zz/y/9t//f/rf+EANn/XQD8/zEAZgBQ/04As/5t/+T+zP7z/l//y/93/7AARADmAH8AOgA1APf/vP8V//z/af8sABgAjgBwADoA3AB1AHUADgBJANT/AADP/8v/UP9JANT/EwD3//f/7f9V/2IAGv+L/5D/2f/G/zEAiQAnALoAfwDe/97/qP9L/57/Av/U/2YAjgDhAKYAIQHB/9n/vf6H/vj+b/6L/yn/NQBEAAgBtQDcAOYAugDXAMb/o/+3/3z/R/44/2D+S/9p/zEApgAhAcIBLwGlAQkAIgDa/pb++f1b/n3+JP9/ALUAiAEMAkwC7gFDAWIAsv/a/gj+Fv6g/r3+BAC6ANsBVwHqASYBFwE1AKj/JwAa/ycALv+L/wv/2f/y/4b/3v8L/0H/H/9p/4H/xv+TAEQAiQCa/8//gf+o/8H/S//hAE4A5gA1AAgB6P8OAJwA2f+TAPz/0gBa/7f/1v5L/zz/cv8sAJD/pgA4/97/cv+JACIApgCcAH8AjgDo/9n/Av9a/7j+lf8a/78Anv+cAMQAVwH5ABcBDAIsAH4BWv+y/9L9IP75/Sr+4/8H/1IBvwCRAQ0BRACmAF//fP/W/kb/4/91AIMBNAF0ARgAS/8p/1H+Av+M/pX/y/+OALUABABwAPz/rf9Q/xr/gv5B/5X/LwESAcwB3ABYAGYAEP88/9b+t//l/WYA9/9t/8v/jgAqAdcAmgIvAWAB6P/SAPj+qf4W/uH92Pw5/sv/A/6lAWoB7QIvAe0CLwHz/l//Uf5M/vT9H/9g/i7/7f+zAqUBuwOLAvUAvwAQ/63/nfwl/s78l/16AFIBhgKDAT0CuQHj/+7+Of4E/Xr9JP8iAC7/CQCmAJYBQwGIAfUA7f+9AV0AAgLa/jEAJP/e/+oBAv91ABb+mwEc/RL+tP2r/boAZgDTBA0BRgMhAQQAEv4l/uP/S//tAj0CTQFYAIkAKv4a/8z+fwAV/9n/TgB6/RD/P/1mAET98ADSADkB2gIJALcCs/57A3UAPgHhAG3/TgC+/VgAfv3M/hr/ywKIAe4BZwTCAbAAW/6X/cL6KvrS/fP+PwCIARME/ALkAhcFB//8/zP/3/5W/pr/dAH3/yQCNAHLAgAAOQHXAHL/s/7M/vkAmPy/AL79df2c/fb7t/8a/+QCgANhBQEDoQBYANf9Sf2U+4L+0v2H/i8BJgFqBcwBjgQkAtL9oP4b+qD+lvp1AEICLgL6BJsB2gJJ/av9Bfyb/vP+7f+IAY4AQf/4/lMAHP3IACMDEANgAWMDTALa/gP+agE8+zX94vz//FgAE/0yB73+rAOTAAQAOf5q/nQBzf11AOP7SAHv+RMA8vucAHQBH/+EBJb+QQPp/u0CZQFXAe3/3v9qAa7+EAOrAJcAiwKj/8H74/+hAP3+t/9bAVcBgv4h/cb/Q/5x/DoAXQD+ADD9LwEk/8b/+AH6/H8ECwPP/3gCVwFG//L/X/+2/CX+/f5W/qn+pQEgBvj+YAG5AYL+6P8J/XsDYvznA6EABP1y/6j7vf4D/psBLgI5AeYAzAX7+1kDMvu3/z7+9fxUA+v8QwUV+6YEqfrSAE0Bi/viA14DrwEQ/18GWPzt/6T6AgLD/eoB5wPR/r0KaPdFCBv6cfwu/zH87APW+Q8I/vnwBNf9H/spAjr99P2g/jwHRP3RAa8FdP5X/fAA0f7c/WD+7wXIAJv+qgUqAbj+1PuiBHj+UP/4AR0AEP/N/ev8zvwZ/L3+bf9G/4cGtve4BtT/vwBqATQB0wQp+2wEuvz1BAr8kQGqAQYD0gB8/yT/v/h+BT320QXK+90DfQaf+rUEq/iMBqL4/QHf/kQA1QY8+yYFRfyt/xr/BgP7+/3+iAXL/wUEWv+FA3IDxPxOAC4CnfzhALP6gf9r/TT+2gL4/lMELPxeBzL7EP8c/Sn/4wf/9J8Gr/3uAbL78v/wBJb68AT1/AkJDPYaB10ABvuwBDD5YwfQ8ukGs/60/VsBtP3EAPP6oAVQ/0MBLAAVA//89wJg/sQAX/+p/ssCqPtzAi/+mQMF+JoC/ALY/Lj+0QF0BST7XQRh/WMDsPiVAuYARfy5AUv/8waj97oEA/7+AM/7qgFMAlz9mQPoAosCifQCBpH6bvo0AW8FOP8k+zEIjf1+/c39nwbf+qYEbAj49S7/PP80Ab36iwJACIL+wf/sAwb74fjk/mkCdP5R/q8Ft//kAiz8BwJJ/WL8ZgUA/DID3v/gAToAtAHa/mT/ugCu/r79bf+8Avn9uwPK+zMGpPp3A5sBk/xJBNT7HAWY+LUEQvrrBEMBcP1IBYf6twI2/G8B3/aYBIsCC/8sBCIAtgN2/NsB3/7f+scB+AEx/FgEmgI1/V4DxADp+lr/3wJR+hgATgQW+oIG1P8H/+4BIf10AVL9TgDB/7QFNvxiBIf+A/6S/an+i/8x+A0OKfaDCcf+wv6JBFn3OAYJ+RcJO/j2A/z/9Pk9Bpr6lgHd/DUFXPloA50EcvtmALoEEwR19HwLU/gV/+X9XQBXBabwdhDf9scBYf18B3z7yvefD/PxaAvh9GENdfQGAwsLcu64Dur1cAnG9hwJr/2Y+PUMAfelBe37xwEp/6b9eAK8+wYHufXVBjoAYfkIBY391AND+RQQ/vDOCOf81wB6AKP3LgtU808QIvAXDtT3b/6pCkD43QOc/TcH1POYCPP6jvwHAl0EOv1Q/6wI8fPICVz5Fv7FA7v3owsF9I4M6v3k/m8FBfQwDbbvYgz6/N/+fQKXAI8DBfSICej7qfpSBTgGre6zDrT95PquAqwDK/28+w8QwvFrCW761QL3/2z8gQc8+8sCnABKA9j4sv/0Bbr4yfyDCVj4AfuYCIL+WPxKA8oD5/esAzUFv/RGB0T9LQPbAVj85AZr+cwFFfeyB+/5A/5dCOT6AQdD+aoJTvQ9BrL/DfloA2b9TgT39k8MF/l1AEICmPxfAjz7WgInAL3+6wQ//ZACVwEc/f8Ey/acCQb7fgEuAoD8wwVj+3AE8/oSAU4Azvyu/rcCQPxrAMADav7CAbr8dQRg+mcEdvz5APwCQf8YAOgCM//H+sUHtfjMAdL9Jwgd9GIIrgIb9vkJGvuDAaT6vQrf9rcCUQZk9nEIPfqpAjP/2fv8BjL75QGR/m8B/f4K/NAG4/vl/UwGmPwpAvf/kv3yAvn9NAHR/k4E7/nRBc39HvxeBwv3lv6XCXD0YQUuBt/2OALfAhcBZO77GH3tCgQfC0Xz4wcy+1IFoPUkD9Du/QqEAJX2gg6p8jAJvfqz/lgAev2IAUb/xwE+/qQChv9D/mQCVf8WAmYAIP7ZA7f7ZQGr/fcCOf6CAh0ABPktB5r6xgLk/r0GDPaCBo4ACPWLC+z3PQIDAdsFMvOCCgL/1fZPDJD7nP2lBXL7qP8QA9z4dgzY770O9fgf/6YALADW/q/5hBHu5asVsPS6AAEHSvPeC8T0nAnG9sgFQQOS+RsOr/GmCbb8xPwOBL8APPtnBIwG/O6PEP31jAGa/1v+wQIv+l4HHfi1CID81wCSBZ7zuwc6/eP7Lgb0/SkCQ/5jA4kAR/aMDlz1+AEOBDL3kQ4T8FkM6vVjByX+j/cbCgz2swbIABr/3/6XBeX1ZwzO9EYD2gKZ+4kE6f7h/er9iAWd+CsFQPyTBL75cwr69HgK3/bIBVsBAvZeFEHqXhAs9EELGvIRCiX+k/SVE0ft8Aid/KUFHPUoDP79LvZ1Dfj1xv9xCDz3SAGMBsr33gdY/JD/ugCCAqz8UwDgAf/8OwTk/sv/kwCZA2T2Zg009XT+Kw0s698TFvZJAGgHCfSGB+378Pw3A4QA1fr8BhP9PgGn/IUDff7J/NcJvPY/BAICrfsYAJACfP/f/u0CC//t/5cA1P8m/X0GNvj7A5D/WvsxCI74hwbW+eAF5vg/AC0DGvtyB0P+igNS+S0Hf/juATj/qwDf/iQCiwJy+7AEefm5BTD5cwZl+jID/v0zAnMCIfk2DAX0YQmO/Cr6RAnn8yQL+P5391kQr/XmAH4Bzf1N/W0DlwA8//cCtP1IBdD2QAiH9ggFoAHT+A8Q0vCMBkIGVe5ODf75bwHNAIICGABU93YMMvMWBn79rgK1APD8IAao+2H9ewMh/Xz/vQGV/w0FmffbCYj57v4nBEn4mgZL9wsLXPnE/PwPb+0RCmv9wfs3AxgAd/9h/Z4HP/maAr0BOvlcBVz9SQDH/psBKAMc9UcTi+5YCLAEuvSCCi/6PQLo/yoBlPvTBKj7BAW8+4MBAADd/KwDfvmuBtT7UQIBB+fzaw2Y9IEHh/4F+BoPbu5SEsf1FgIIAcT8AwEe/MIBR/7W/hsGZfpeA0kE+vT5Dc3wXwuJ+MkIWvvJBJX/jPriDNvoFh9l3LQWev1Z8ykTsu7IEezvVBSy6i4PEvmi+AQJmvr3An3+6gmd7wgWqOqXDYj5zQBDAer9LgvU6gsc++Z4Ci4GZO6gDin7of0NAWQCrPzRBRL+4/9a/4UDivfwBG4CTviECL3+jvxqBYH/Z/hYCPD4/QVL9ywIovwA/DUJ4fTKB1D78gIa/177bwXD/a37iA3A83MG6v2H/lMA0Pr2Bwj18gsL98gJ8vawBIL+xfuIBaf4WQdH+v4JlPN9DrzyuwcxAFb2VQsr+S0DfPveC4buYA4H9mIEKgHK98ELC/P7C4f68/6wAPAAxft0BRb6jQUk/+v8LATa+nkFLvL4EkvuIAqEBNDumBVb7YMJdvw5AWsAZQEnBOP3bAyI9ZcFiQAg/q7+KgGPA2H5fglC9nsDQf+S/ccBxPw/BNr6LQeI/cv/8PzQAjL7SgMiALn5IhG46eQX1vHq/fEQMuJpICjmWRAr/Rr3IhX/55wR6/QdBBIB2/l/CIf2Awpy+ywAvQEF/CEFK/WmDUXvAAw1/fz68gs58S0UDOndFIrvwwVnCOXshRgE6AUVX+5gCjH8j/daEyPrdRGh+dH+bQNiAG76igef+sIBJgWX+fIC2v7G/yX+lQLkAmP7tgMXCQnsOBcO8NACtAWL9gQJRfhFCOH4MAUf/x//hv8SBdvxgBCm9FQDLgYQ96wIGfybBVT3DwgA/EgBFv58B9zwPhJJ9IAD6gFt+9cEo/cLCxTvkxVX6DkWtPEqBosCUfY+DrTsaxH2858GDgAS/pEBTAJJ+CUK9fTZB/P+9vvOCCv1ygvY8+YNle64Dgr4qP/UBzvvThUG6kQVG+0sDCT/nfRRF0HmKBCc/Yn4Cgjy+9770Aqp9lAHO/wyA+UB3vcADNnuaw1/+F8CagHr/NwEYfn6CNDyWAiTADH4owsh+f0BjQX49XILwfauBk39R/6KBwjxxRSg7WoKGwK19BQMyvcvAVgAkPuqAU8DPfq8C1vxNA7L9hMAIAap8pESdusnFavw6AcvAU31QQ8r7B0RL/E2DJP45/zBC7LyTwzF8+gHh/oFBKf8hAQI/kv7VAxw7E8Ure76CKP/w/k8Bxj42Ahp9kAIwvqzAvX8nwa69JEKJPsw/YgJ0vCmDfD0iQid+MoDsAAB+9UGQvq8AmoBd/tnBDMCN/cADHbzggahAF77ggac+eYE5vhxCHL3hv9RBgn53gc3+7QB7v6RAWf8KQINAWX63wqg9dsJ1fqEABADQvqyB2H1Aw6P84MJWPzh/d8CNf0OBKv0dBKn6/YQXvdEABYGfvn2B7z2IwxB8xULO/gdBBcBCP4NAVz9vAJj+/sDDf5iANIAdAF7/MgF1PeqBWr+o//f/gMB/P/i/DYErPwsAGD+YgTB9iMMbvos/DQKdfR6BMwBa/kNBaYApv0FBJz9YAGj+3kFWPxXATwDNfn1CLr4bQO6AOL8LQNJ/XUAPgHS/Xf/7gFX/eUB/f45Adb+Ff9jA0X83wIa/yT/UQI1/fcC4f3lAXf/X/8YACr+LQNd/B8CxADk/jEAVAN8+5r/HAWf9uoJZvllAfsDuPr/BAH79AVb+nUE8/7C/tUC4f3EALL/+QBc/YkE7/0u/0gBvv2lAXf/IgCvAVH+XgOX/UkAOQEQ/97/QwEk/7L/AQPw/K4Cbf/9/v4ALQOX+QcGkf6F/CQHYflEBGb90ALd/LMCzP6V/xIBQ/5DAc39HgOH+p0I2vYLB4782v59BhH2Wguk9m0H+vyQ/zkB6/xeA2L8hAT8+lcFBvsnBJn75QEIASD+KQJp+t4H3veqBc78vwBDAVr/QwEdAG8BxPziA/X8lgHI/XQB8v/z/pwAJwCwAEv/9/8qARgA3P3GAgL/t/94AlL9ZQGQ/3T+wgHM/mn/7gFB/4z+qQLT/NIALAD9/tn/kAJc/dT/LQNe+4kEVfvVAjn+nACfAt/6agUy+0kE7fufAlgA3fzOBAz6YQWu+tUCvP8a/2oBpv3tAuH90QFw/ecDifzGAsL+b/5jA9P8gwFa/0wCZfppBq37BwLXAEv7LQcl+jIDiP3LAnr9QgK8/7/8PgUA/JsB5P7gATr92gKg/uT+QgL9/mUBvP+aAh78owOv/Rr/KgHq/VIBhv+l/gkALwE0/okAPwBy/7f/EgFX/TEEY/uxA8f+ZP9aAv75SweE+E4EPv7wAKP/d/86ADT+cgP0+bEDV/3zAe/9qgET/dwAeQEp+4QE+vwuAjr9swJ4/v3+2wFm/T0Clv6rADz/TQFV/1gAVf/NAGn/oQCQ/8H/CAEv/uoBof1HAlb+9QCo/0kA9/8f/18CxPwCAhX/PwC3/+j/SQBt/8wBzf3hADoAoQDy/23/mwH5/a8BqP8f/4MBrf8EALf/lwCL/7z/HAEa/38APwCG/00BJP+OAHL/3ADy/4H/FwHR/oYCff4SAeEA/f6DAYH/qgEb/jMCcv9y/z4BAv90AVD/IgBk/zQBrv5wALAAeP40AZb+TgCcAHT+OQHW/pMA4//j//z/lf/NANr+vwAf/5MAbf+wAN/+tQChABv+EQLa/msAfwDz/qYAxv88/1gAAAAf/9wAC/98/yYBVv5vAVD/1P+t/57/5gA0/twAZP+OAFr/OgBV/+sAhv+Q/0gBpf5+AW/+wgE+/hIBIgC9/owBKv6MAVr/qwDW/kgBCQDu/lcB2v4hATz/vP/mALf/d//hAP3+CAE/AHj+QgIL/yIAnv+wAM//9/9rAAf/JgHp/rAAZP8sAGIAFf/hAEH/IgAJALf/TgDy/4kA6f5/ALoA1v6rAKj/lf/hAKP/OP8DAZX/Qf+rAHz/3v+JAMH/vP/NACT/xABy/6P/HAFB/8v/BADEAKn+8ABB/04AtQC4/lsBxv8sAN7/BACmAIv/fwCo/8v/4QBG/6YArf+8/2IAX/8XAaX+qwAAAGn//gCH/pcAi/8xAFX/HQCG/zUAkP9f/2YArf9OAO7+UgHa/vL/LADU/8H/YgBf/0QASQAf/04ADgAOALj+TQEf/x0Awf8xAKP/NQBEABD/zQBL/w4AawBOABr/WwHW/uYAVf9V/2UBff4+AUb/XQDP/z8AC/+wAAAAqP8xAJD/dQBG/2YA+P4vARD/iQAYALL/egAEAGYAbf/mACT/vwAEAK3/dQCo/yIAJwDj/5wAnv/t/6YA6f56AOP/UP+OAPj+qwDt/1D/qwA8/0gBoP7rALz/qP+/AK7+jAG4/qYAS//e/2IAhv/j/97/HQBt/5MAJP91AMb/LACe/zEAHQA4/yoBW/7mADEAGv8XAdH+/gB3/57/xABV/5cAmv+cAK3//P8/AGT/IQEa/zoA9/8/APz/fP/SAP3+egBJANT/2f/cAFD/TgCTABr/kwCV//z/cACe/xMAtQA4/+EAfP/3/3AAOP91APz/CQC3/3UA6P/8/3UArf9mAOj/z/9/AHf/SQAdAAkA7f8dABMACQCEAIv/UwDU/yIAqP+OAIv/BABwAFr/jgCj/z8At//IAFX/TgA6AEv/hACj/zUA7f+mAFD/BABiAK3/z/9mAJ7/CQDNAKn+5gBV/8b/+QDW/mYA/P/B/xgALACo/w4AUwDU/zoArf+1AOP/WADy/z8AWADL/wQAvP9JAHz/YgBL/4QAbf9OAFD/cADB/1X/1wDk/vAA/f7hAAv/WwFk/6j/5gAC/7UA6P/U/4b/AwHH/i8Bcv+EAOP/LACEACT/ZQGu/rkBLv9TALUAM/8cAWT/KgE4/xwBTgCV//4A/f6mAHL/kwCo/1MAJwAQ/xcB+P7SAIv/1P9dAG3/WAC8/5MAcv+mAJ7/AADXAK7+xAAiAJ7/nACa/wQARABJAKj/zQAAAOP/egDB/ywA2f/y/+j/SQBa/04ANQAOAKj/egB1AMb/CQDe/7L/XQCQ/8b/yAAV/1sBuP7NAMv/Lv9JALL/0gC4/lsBs/7IAHf/X/9YACT/EgGp/uYArf/3/8b/NQATAIv/ZgBQ/8QAbf9/AFX/MQBiADP/6P/P/3f/d//NABX/9/+rAM//xv9/AM//hADt/1MA4QBOAAMBTgAIAe3/EwAoAxgEtAEDAXj+BP25/YH72PzE/Ez+m/75/Tn+d/tB/039ugBqAXT+pAIOAGsAzQA5AZcAMQDcAPf/jAGwAFMAHAHj/yoBs/4mAfP+PP/5AML+bwFD/tEBs/5mAFr/5P40AYz+qwB3/6sAWv9DAcL+egDt/wL/CAH4/jUAlf8+ARD/yADcAKX+kQGg/gQAmwGz/rUA1P+TAD8AYgCt/+T+6gHc/YkAWAAf/9sBOf7cAF//yAAH//f/CQBD/gICa/1TAIQAiAFYABcBbf8qAWn/wv4Q/9f9fwBx/EMBbfssAL3+h/6XAAf/cACG//MBCP7GAjz/agGe//AAZQEOAFoCff5CAmn/CAFdAJcARABvAVMA1wChAPz/rwHR/uQC7v60AUb/IQEcASX+7gGM/h4DRv/rAGsAZP/HAdL9TQF0/jEANQDM/r0Bff73/9b+uP4/AGX+6f6B/0v/X/8YAAv/8/4L/8P98/7o/yT/fv2RAcL+kf45AcX70gAv/sj9Av+b/rL/Av8+Ad/+QwGa/yT/pgBJAPf/iAEkAioBIwOlAYIC7QJRAnMCBgMVA5AC0AIVA4sCdwMMAnMCswKIAcYCjgBaAokAQwEhAX8AyAAV/z4BM//3//f/mv+B/3f/4/88/4b/rf/N/fP+8/7l/R//tvw5/v/8rPx2/Hf7J/y4+sH7dPnW+dL59vd++Un4tfhh+Zz5nPnm+M35F/nY+Lr4iPmC+kv7bPwQ/xECMwY6CXYMNRFqEqgUxRSTFQoVShSQE/QRHRFDDncLFAiOBCIATf1z+iH5aPef9mP3h/Yy98H2LffU9/D4ffpK/Nb+awBHAtACygMFBOwDugQNBfoEVwWrBC0DaQKa/yv9OPoB9xP0PfLJ74buOO4I7RLtPu1M7SDt7e7Z7ubwdPFe86v0yfTG9kf2D/hs/HYIvRISH18kjiYwJ+kjOSMLHMEcSxgUGVQYvRL5DcYCqfrJ79PrGeea5fzlo+YQ6vXruO347fLuwO+w9Fb6FgIJCdsO3xNhFhQZrBkPGb0XoRXKFH0TORLBDyAKXwb8/yP8sPj69AbzDvAY8HbvzfDp8Rnzm/Xn91X7cv8fAh0ETQXIBYoHdwd3B/0FgAPXAGb9ffo49r3x3+3B6hLotub140XiBN9j3i7dSNwt3jDbNOCG3WnyrAiMH/g0wjTJP6cyFTqYLisr3S4FJkkzMiVZJZ8P8/7B7qrcsNth0wzYzddf3anhqOZH5YTnjOVj6mH1Uv17ECIVByQGJd8oxCqrIkIkmhduF2ASgQ8aD94HJAIN+WnyeO3S6PbmC+bg5Ozr6e3R9cP5GvtmAPkA0wgVC+gPjhGwEawU8xKyE1AP4QjkAvv7I/cj867tAeoq5WPipeDV3dvcN9ly2b3Y39yD4Cfjtefl6Fzsl+yH8VDu7QJzG4c0xEzAS/RRTz8EQGwuGSWEJgwbVih0FnYUz/sH6Zjag8bnyQHEEdDX0szc3uYb7XHvzfCW8Sn2tgOODOkftSbOMt8w8C5XK88ciBpHChIJ9QTfAjYE5flU9/nsiedl5KXgfeWy5pLwZ/jW/nEICggBC3YIawmTDFYOYxRwFTgXHRVAEC8KeQF5+cby+O0H7prumO/37kDr0uhO4ynhEuDH4NHkSucV7lPwRfMn9BfxqvGK733yJO4u8tLslvqCF+ArpEZtPi1DpCwmK6YiTRL+Hh8PLSV1FZ8Td/9k5eHf+cbq05PO5t845Y7rRvfQ9k35wfIe85j0pgSgDo8hkyZxLvspwCHNHpwNJA8DAcoDbQNNBWcISf3E+GbsueiJ59boZ++v9c/77wXgBaMLBQgiBOcDTgDtCwMKVRPyD2IMbgrZ/1X/HfSZ8wXvdfAA9Ov0GveG8kTwxOta6g7oc+mh6Gvs9+4X8U70ZvDQ8vTs6O447nbvTPJ268jwh+Xf/scWeDD5RPE6zkPAKcgzCR5KGWYeEBQgLIgSXRnv9QDn3dptyODXxM4B5kLh8+0A9Bnz1/QD7WvwoPUsCGoSJCRJJqgtriRUIY4ZaAvCDpD/lgqTBFsKDAYw+dz0PuR761blZO408Y/3Vf+bAZcF4QCCAj7+MQQbBuIQQxIFFWUS+wu4CpcA5gDB9kP55Pal+bj63/Y59f/r4usZ5xDqrOfM6anpYeyF7wnwOfHT64vuRetm8GHwOvSs83/w8u5L6pHpcfgcFicuTkT9QTlFQzSFMj4jSBaFHU8UqiuEGe4XPfqa5e3dYsWJ1vzMyuKa4SDpKPMv7V30vugM8l/2twf1FV0irSmYKuYmTB90GgcP3w6DBTwL6QpiDDYIPPdS8cDi0OWD5NnqSvPQ9nUA3/4yAxgALACwAJUCDwyxEG8WgRPrEeIMKwm6BCX+k/z/+Cn7Tvh6+AP13e+S7BLofuja5dXlh+VF51/qjeyX7FLsh+0K76Hw6fEX9eb0d/ed9CHx8PDy6h//zBb9NJBGA0WZRzovry/uF0MSrxb/FVguMxeVE9Ht+94z1IbEvteMz6jmxeLH7XD08e+h9OPqufXB+6oO7htiJuUrsywdJvAd1RMlCsoL4Qi/EXoN9wur/dbtSOjR4JHpZekf8hL1Jvk4/5z98ACi/AAACgTVCjgTOBe6GScVsBGTDNYFlwCj+5r6BvuW+kD46fHc7JjnaOaT5z/oKeph6CTqweo17EHuFe6r8CPzVPcs+C33Cvi79+f3EPdK813wUuyb6ev8/RYnMwA/zTxGOlooryc9E9IRYhWtHEwwlhtIEtvt4ODJ0gzMs9y92IPsyeeJ8CTyX+4Z74nnSfT6/KcQBR1HJGUnsSUVIFQY7hLDDaIQ4w8KFVgRagr6/H3txept5gfud+6k8qT2R/as/Gj39Pkn+Or9VgZ8C6YVIxQNFqIQTA5LC1IFqAPP/28BfP9J/aP38e+T643o1ekx63XsCuul6P/n4eeH6QrrO+/B8j32XPlT+F73PPet97X4svfO+J/yw/BF67/w3gsPIWw7TzZ6O7ctlyKJHUoIQBlKFG8wwCWFFBECKuA2453NjOBo3szp2vK36sP1+egb7bbm4+4m/YwKtRmBHCoftB54G/8VeBNODcwS8BE+FhQU7gpzAsjwdPHn64Dzx/Wr9OX5pvRg+hTz+vS89jH8ugh+CWoS6A+BD6cMYQmCCggF+QXtAqkCHwLw/J73QO+764jsEu3B7hLtD+tq6dnmK+gc6IDrge5g8aX1vvUu9svyrPPJ9Pb3ZvmO+Gr1BPAQ7mzrkAIzFwAyDjd7NuYzKCHcIucMlRdYGeorGDM1GkgOAer/533YP9+J58Lpx/Wh7F3wMefV5TTkkuj99ckENRHcFdYW5xTHFiwRHBLYDJESqhZNFl0ZKw3DCbj69fjs9//4d/8396377PMu9qH0ZPLF94j51gXIBUwKgwmMBtoGMQRZB+8FYweCBs8DVQJr/f/4VPOw8NXyY/Pf8mbwTuxu6VPntecl6fvqrO8h8XX0gPNq8WXxu+8g9sP11vka9130w/B767vrOfEZDGsi0zbpNL4z9CfpH7gbixMtIVokujdGKQYYegCe6oLpNd/57L/rBfRI8UPoUOYB3jjh5+Kp7R/7/QWADPUMPQr6DAAMag4fD7ARHBrYGVAcQhMgDioGjgAZAxECMgezAl0APPva9tD2BvO69Kj3pf5oA0ICLwEr/cH7tP2j/54DxQP9BWcEmwEAALj6sPgw9fb3XPmJ+AL2ye997QDriuvn6xvtwO/C8cbyUvGB7r3t/O4u8ib1Afeo9zH0OfFw7KHsXeuN+XEQHSaXM+ksyywDH/0f6xkKGfckuynFOj0ofBib/ifwDvA86vT1xfPU98jw6ObP4t/cbN6o4gTsnfihAMADKQKh/W4CDgQbCsQMBBEiGScZvhpjFKYRZg2HCt0MnA0ZELILQgYxAFr7gvr79wX45fke/Or9+vh59XTxbvLQ9r/4Uf46/cH///yt+577Hfjp+r75C/8L//79Afvh9FP0X/Jy85nza/Tb9a/1RPRS8cftAu5y7rTxCfRT9HD0LPAB73HrDe1R7RTz7QJjFOAjhCJnIXccEByBHIMadiFHKJwzUTBJIvwPlwCX/YD89P2R/n79EvmA72zn0uO84Vbl0Onw8F/2MPWO9JHxjvRd+PT96AJIBZsKrg60Em8SZhHLD4UQ3RDzEgAVmRRDEvoMswqDBd8CBAAu//f/rv5n/FH2pfEF787vmvJY9Ov04fQJ9Hr05/NT9F/29Pnh/Tj/wf/N/TX9P/3N/V//vwBpAk8DQgLj/938JfoX+Sv5jPru+mD6FPjS9D3yMPBn7/HvhPDb8W7y9/KK9+n+ggYdCKgH/AbKB/MKnA14E5MZqx4/Hh0ZWxLqDdEOpxDwEf8QwQ8KDL0GVQIEAFv+PPtA+Lj2AfcW9h30fvEw8MDv5+9b8aH0q/gx/Ef+YP5V/+YAywJ/BG0HrgodDXANrAxFDEoM3QytC98K1wkwCc8HkgU3A0kAa/14+uH4CvjU90v3qfb49Vz1NvTA85P03/Zc+cf6O/y2/ET9rPxK/EX8sfwl/tb+rf9a/1H+ovwl+kD4u/dF+Cz4J/j89pb1aPPD8MHuzezI7LTsZvDA93oAgwU2BNACUQLOBHIHewzBE7Qa4R6BHPcXWRSFFGEWVBjsGFQY2RQzDwgKWwbvBQAEIQHJ/Gn6nfjq9V30ePIj81TzwPO283D0bvYU+Bz5HPnV+uf85P4nAIYCEgVCBhYGlwW9BokIjAqzCi8K/wh8ByUGLAQZA7cC9wKLAhIB+P4e/Ff5hfeZ94T4IflI+cn4evhG93T1NvSx8zD1xfcl+hr72vrg+Sz4rvZR9m33nPlL+/L7Y/uv+QD4m/Ux9Hvz1PNw9Cb1SPlG/y0DqQJbAeABIwNiBAsHOg1yFAAZzxgNFi4TtRGWEs8UsxcdGS4XAxKTDFcJIghkBnUEswKwAGX+BvsE+Rr3vvV69FTz7fLf8iz0TfVf9uT28fdF+Hb4NfkQ+3T+awC9AVUCngPrBAIGrQenCCsJcQheB/MGPAejBx8HTAYSBUYDTQHz/qb9tvws/GL8nvt4+nb4X/am9GjzxfNi9DT15fWa9nL3vPbR9SH1b/Vu9o/3XPlg+gH7Pfor+dz4LPjs98/3YvhJ+P/4e/xqAWYFBAUsBEkENgQhBXwH3Qz9EiAXwRexFHsQiA3SDRkQpRKsFMETmg/+CcgFDgSKAzcDywKLAvUA0v14+nL3XPUD9YP1G/Yj94n4Q/mr+EH3ePYB9173hPja+s39/P+JAKsA/gApAoUDEgWpBm0HZwjTCJMIQAieBwEHwwUEBb8ETgRyAxECUwBb/kD8YPpN+Yn4bPiO+B34N/cz9kP1DfVD9ar1FvaL9n320PYy9zz3svf297/4k/hI+T36aPuL++X5zvho90v33vfV+s//dQQrBVQD6AILA9QDiAX9CtMQaBRUFH8Rrg67DP8Msw5dEdsSbxIHDyAKMgfWBSEF3AThBA4ETQGS/cf6nPkS+Wf40/hc+f/4GPh49r71ZfXH9YL2D/jL+nb8l/2X/bT96v2W/pMAqANVB00JiAkKCGkG2wVRBp4H2AiSCSsJWQedBK8Bd/8b/vr86/zE/B783/pD+Zj4fPd49q/15fXk9pT3GPiK9yj3j/cd+PH3j/cs+Nv5xftK/MX7Wvsk+wH7Jfpm+QT5mPjs9zz3WPga+zP/iAHqAUICLgKkAt8CGwaGC8AQlROMEjsQkg1EDW8O8RB9E88UOBNqDhYKUAeaBqAFFwXXBJQDzQC0/bf7tPkP+HP2Fva59cz1ZPau9tD2X/Z49hb2R/ZY+Cf88/7y/ywArf8JAAMBqAMVB7kJ3woRCp0IJAc3B5kH8Qd/CLsHlwXVArAAX/8a//3+gv5X/Sz86fr1+Ir3VPfU9xj4u/fu9hb26vWf9hX3ivcF+DD5G/rv+TT6lvru+pb6L/oL+1D7N/s4+hf5LPiu9hb2TPbN+UP+vQEHAvkAWwFSAe0CrwUyC5QQZBOuE7oR6A+MDhAPNRFCEzIUEROLD3cLdggoB5sFMQQjA6UBUP+e+9L5v/it99r2i/YG9zj22/WD9X71Avaz9jb4Cfnl+Vr74vyl/sH/egBbAWkCkwSzBlgI3QiiCEAILQcBB6MHTginCB0ICwcXBfICIQH3/9n/bf/4/lz9Vfvl+c74Nvj790D4Yvj79xX3ePaC9qn2cvd/+Bz5V/mr+Nz44fhI+Tr5iPma+q76pPpN+bX4Mveu9lb2/fUa99v5JP/9AVUCpQF9ArsDJgUACBgNwhI2FawU4RF3DyoOKQ9JEUITqBTuEiUOWAiiBGgDSgOAA08DRwKG/6j7tfjp9kL2BvfF9/b3ivcB94v27/X49Ub3Cfm0+aT6T/xH/m3/sv9mAP4AlgGLAokEfQYnCP8IiQjKBxoHMgdjB6gHzwdoBxsGHQRaAv4ASQC8/1D/zP7l/cn8o/vu+rT5tfjh+AT5f/gd+LL3gffx98X3H/dp9pn35vhI+fD4f/gh+RL5//iT+KL4F/kN+V34tvfj94X3Cvif+tb+JAJzApACuwNvBVsGngeGC7wPNBI5EhgR1A+uDiAOCA53D0QR5xASDtcJ5AZ+BeIDvALfAncDxwHX/b36q/it9233u/fc+Ij53Pho9zP27/XQ9uz30/il+RD7I/yJ/Of8Kv7P/zQBaQKAA0MFLgbkBkYHigeKB60HHQg7CH8ICghQB8wFmATiA/ICDAJ5ARwB9/80/nv8Wvup+nP6UfrD+SH5k/ho94f2bvY896j3hfee96j3Sfgd+Lb33vf6+KH5K/nY+Kv4jvgs+Pv38fcx+OP3f/hM+u/9FwFXAcIBMgNDBb4F9wZMCmAONRGEEd0Qiw+qDioOfQ68D2sRphHpDvMKrQevBWcEtgOjA08DoAFb/kH74fjK94r3u/di+Oz3Xvcp9hL1A/Xg9a332Pih+Xj6VfsP/Fj8df0z/0kAtAEGA9cEDAb5BZAGhgcxCBkIkwgmCXAJ0wiyB8sGPgUsBE8DBgPGAhECKgF3/6H9Cvwk+1b69Pk9+vT5Yfnj99/2ffb99Uf28vb79wD4yvf295T3svfP9534v/jJ+FL5+viX+RL5yfgA+Pb3mPi6+On6+f3MAW4CTAIZA9wEMwbVBlEKVg5JET8RexC3D2UOfw1ODaAO9w/GD7QNmwo3BxwFTwPqAf0B+AE0AYf+nvuI+R342feo94n4F/km+X/4Y/cB9zL3f/hw+cf67fs//eH96v2u/pX/3AC0ASMDogQCBlEG9AXvBS4GhwaVBmMH7AcPCHwHcwZXBQ4EYwPtAp8CUQK9AXoAzP4O/cH7FfvQ+oL6KvqD+dj4rfe89pD2Ufa49nP2rfdo9xr3PPek9jz38PjV+lz5l/n5+Sn75fl2+MT4ifjl+b/4jPpP/Pz/TwM3AwAEYwMMBtkHZgmGC9wNthDoD/MO/g1/DV0MDwyODA4NdgwlCvsHXAUxBBYC6wCy/5v+CP57/FX7Cfns92j3fPfj92z4Ifmq+ar50vmz+iT7FPyn/Nz9gf+wAC8BMwK8Ah4D1AOOBKUFnwZeB+MH6AeBB7sHVQeZB1EGBwaXBckEyQQ8AxADTQF/AMv/7v5M/t38G/41AC7/LPzp+rj6+Por+fr4Lfdc9e/1yfTn81bxmvLA8wD0CfRK8xP09vOg9Vr2Qfca97z2tveJ+Fj4J/ht94f6TgDTBHYIWwYXCREKFw4yEFAPOBM9E30XVhevFnYUiRGUEHIP5g28C/oI0QVNBWkCKgEt+xj4lvUx9D32XfS69JvxL/E08a/xLfNZ8/X0s/Y/+Yv7P/3h/WT/kwCUAzkF9wZnCNMIWguGCzUNAAyeC4UMMQzmDYUMSgzqCdMIsgc+BWwE6gHSAAv/Vv62/CT7SPln+MD3PPeK9+n2VPeu9q33bffx9/H3svc/+Zj4SPnh+LX4jflN+Wb5p/i5+Vz5Z/gJ+av4FPhL90D42vaj9zD5EPeH9oL25PZs+EP+qgF6BOcDrwWYCMIKFBDbDqYR8RCKFOIUpBP2FH4SEBTrEVAPYArYCL0GMgfqBcoDsv9u+iv5DPbc+Dj2avUQ8wzyAfMk8vr0hPSH9ov2mPhI+YL6nfxH/qYAWgInBKMDtAXDBSsJawmfCkcKyQi4CnkJtwt9CtUKFwn2B0EHkAY9Bg0FCgQRAr0BzP7a/mL8ifxQ+5r62vrh+KH5FPgc+X/4xPiY+Fj4evjJ+Ov40/jE+EX4HPkn+Gf4j/ed+Db4dvhn+Br3Mfjp9qL45PZ/+Ar4VvbE+Pz2FPhB9yz40/xXAewD4QQCApAG5QkqDhISKQ8ME0oQdhQeFPMSdhQ0EkcTBBF5DlYKxQe4Bk4IUwTLArH8cPl0+dn3rvom9Rz1wvFV8t3zLfPH9df0pPYB94T4fvnH+uf89//HAZ4DaANBA1IFZAY/Cf8Ipgn/CAkJjAquCpALPQqmCeEI+wfUB8EGKgZSBawDFQPNAML+kv17/PX8EPs0+qL4gfey9+72fPfQ9n32R/Yp9qT2vPa49hr3VPeJ+CL4rfcU+Lv3EvmN+UL6SPmw+HD5cPnS+db5SPlC+r75tPm6+DX5+vgM+kwCHAGgBYQAjwPYCLQJ7hKsDCESTA45ElATfxELFOwQZBNoEMYP+giSCTkFzgj5BdoCRACw+PL7ffan/Br3FvbO9Mbyn/ax87b3x/WZ93f3Evnq+bf76/zu/uABoAHnAzkB6wRSBQUIRAnUB0gJGgdSCVwJEQpICWwINggPCHcHaQY1BfYDNgQMAqAB/f7l/eL88vuU+zr5hPie98D3UPcB9yn2ufWI9WT20Pbu9tD2rvbZ9yL40vnE+Gz4Ifk0+mD6s/pa+9b5ffrC+i37s/o8+1b62voG+4z6q/gJ+fX4TPruATQBnQTC/pACnwbJCFQQNwuVD78MzhDKEE8QZhEZEPEQdw+9DjsIBAmDBZcJvgUKBB0AIPo//dP4G/5D+XH4EfYc9eP3FvZY+FD3xPjE+Fv6A/qJ/ID8y/8mAYwBXgOEAI4EGASGBzwHpAaKB+8FWAjeB50IygfkBhUHvQazBuAFpgQ2BAEDXwKTAAf/1v6D/Wb9wftz+lz5O/jY+Hr4O/ho9/L2PPeF9x34Yvg2+Ar45vhr+cv6Evkl+pT7zfkk+yT7APzH+vj64/s3+/L7XvtM+u76Cvz5+Zb6ofkH+ir6c/r+AJr/qAM0AW8BuAaHBlcNZQrqDecMfw0eEGAOmg/IDZUPYA7+DYgJ+wfbBRoHGwZyA7wCzvyN/fz6V/2t+7T5XPko95L59vel+aX5YPrf+jf78vvT/JL9qf4+ASYBpAJNAcECzwO1BLMGvgXaBnkF+QV4BjcH/AYzBvQF9QSYBIADOwSzAqQCnACJAMb/Kv5b/mz8Zv18+5D7L/q++cj5BPm0+f/4fvnT+FL5EfoH+r36FvpC+kb76vkt+/j68vtA/FX7SvzQ+kr8/Pqj+7r8/Pox/Iz68/rL+hH6Y/ua+hr7x/ot+zj/d/9CAkICwgFXBQgFEQpSCXwL+wsoDKsNOwyNDcoL/g37C6cMjggPCC4GNQWQBpUCWAQW/jz/Yvx6/QP+XvuO/Mn4Afsc+Ub7EPto+6j7CvwJ/bH8av4I/l0AZgAuAmUBvQEHAgcCTgTmBOsE8QPxA1kDyQS6BOEE3QMZA+QCvQGQApsBNAGJAH8Asv+H/r79Zv2c/TD9v/zo+4H7rfto+3f7nP3p+lX73/q8+2j79vsE/Rv6Cf19+gn9+PoE/cH7gvpw/Wn6BfyR+vL7h/px/OT6qPuM+lb6O/yu+oj9lPuL+x/7Mfww/UQAsABkAuYAoAHiA2gDDgmpBioKpwg1Ca8JjggLC8QIFQuwCIgJuAZmBdwEdQRIBZkDwAPt/+3/5f3M/r3+Q/5H/lT8HP3o+3D9Yf1H/nj+2v5Q/7P+gf+G/1gAoQA9AvkAFwH+AFMAzAHMAWkC6gEMAuEAzAFlARcBfgH1AMwBtQBvAff/kwBJACIAawBy/yIAX/+y/wf/NQAC/2n/8/40/lD/6v1M/gP+CQB8+4L+EP+k+jT+Uf4U/M/7lv6W+k390PqT/G37mfvv/X/4zf3b+ef8H/vB+3r9TPpM/tn7O/z1/Bv+e/wW/s39p/x9/nT+fwAEAFUCpQHWASMDIwNXBaUFkAaMBocGRgd9Bu4G2QdMBmgHvQYzBn4FfwSiBAYDRAQLAwsDKQJSATQBoQDmACwAnADP/wMBwf8sAMv/0f5mADoAt//U/zUA2v7L/xb+af8V/7P+X/9q/jn+jP4I/ib9Lv8+/kH/V/3P/0n9Zf5mAPn9/gC4/lIBQf+8/8IBH//gAT4Bxv/uASwAGACbAVX/tQChANH+ZP+L/3j+pv2z/kn9zf3//Ij9+/uJ/M39bvrh/R/7l/1o+zv8G/5W+kP+VPxr/Wf8m/4w/QT9uP6S/ZH+Uf7P/wj+qP88/xMA2f90AX4BHAH8Ai4CewPtAskEqAO/BNwEmAQ5BdME1gUOBEgFfwR6BKIEGARYBG0DngMZAy0D/AIoAzMCWgIbAi8BOQGqAf4AiQBIATP/egDk/gv/3/7h/bP++vyv/VL9Sf0s/Jz9Rfxi/DD9FPzr/Of8nP0e/Fv+nP11/bP+yP3M/q7+i/9L/8b/y//e/xMAyAB1AHz/PgHj/2IA6P81ANn/Av+XADT+S//W/qX+h/5M/mX+RP2M/r79/v3I/f79Ev7N/Rv+TP5R/u/9m/45/pH+H//W/qD+ZP8C/1//1P/B/6sABADwAPUAFwF0AfgBPQJVAlkD0AJUA20DigOsA7YDzwOFA4ADqANBA1kDgAOkAt8C8gJ9ApoCswKvARsC7gEqAWABDQHSAF0AfwDG/3z/ZP8u/33+b/7k/nr9Ev7h/Vz9r/2I/bn9+vy0/VL9GP30/cP91/2v/Sr+tP1l/qn+Vv74/in/C/8u//L/rf/y/0kAMQBmABIBcAB1ANwALAB6AL8AhABEALAA/P+t/1gAy/9a/+j/t/9B/5r/lf8u/1D/i/9f/2n/Wv9y/xr/X/93/23/y/+L/8H/o//Z/7f/3v8OAKj/4//t/63/1P8OAOj/DgDo/1gASQA/AKYAIgCmANIAoQC/ACEBDQEhAYMBNAFXAU0BjAGDAX4BrwG0AaUBTQGMAWUBQwGDASEB9QDhAKsAyABrAIQAXQDj/yIAxv98/3L/UP8k/wL/Kf+4/pb+2v6g/tH+6f7u/tH+1v4f/wf/i//L/1D/wf/Z/4b/HQAdAOj/RABdAA4ANQBJAFMAcABmADUALABTANn/NQAYAO3/BAD8/9n/kP8TAKP/gf/P/7z/i//U/wAA1P8AALz/GADj/9T/JwDt/10ACQDL/+3/3v/y//f/LADB/4v/vP+L/7z/JwCo/7z/EwCj//L/8v8AAPf/EwAxACIAPwAdAFMAWACEAKYAsACcAKsA4QCwAOEA5gD1ABcBsADSAOEAxADcAJMApgB/AHUAdQAOAPf/7f/U/63/2f/G/2T/ZP9y/xr/Lv8H/wv/X/8a/2n/Gv9Q/5D/H/+B/5D/hv93/8v/3v+e/97/9//L/8H/AADe/wAA9//G/97/4//8/+j/2f/t/+j/xv/j/+3/4//3/+P/2f/3/+P/8v/3//f/9/8OAN7/8v8EAJr/HQAdAOj/EwAEAAQA7f8TAPL/qP/3/8//rf/G/7L/z/+j/7L/qP98/7L/mv+G/8b/vP/Z//z/3v/y/wQAJwAsAE4AXQB6AF0AYgCJAHoAyADEAMgAyACTAMQAtQCEALAAhABYAHoAWAA6AEkAIgDo/zEA7f/P//f/t//Z/5X/qP+o/3f/fP93/4b/fP+j/5r/o/+y/7f/y//P/4v/1P/G/9n/9//j/zEAt/8iAPz/9/8OAPz/GADj/w4Ay//t//f/GAAEAMv/4//e/8///P/y/+j/OgAYADUAPwA6ACcADgBOADEAGABEACIAGAAdAAkA8v8AABgAxv/e/8b/i/+o/6j/lf+G/5X/gf+e/5r/d/+o/5r/qP+y/8//AADZ/wkABAAOACwATgBdAF0AcABdAGsAhACmAHUAnAB6AH8AYgBEAJwAUwB/AE4AWAAxAA4AWAAiAPz/7f/t/8H/wf/B/9n/7f8AAOP/6P/y/9n/7f/B/+P/7f8TAAkA6P8YAAQAz/+8/wQA3v8EADUAEwATAB0AAAAAAA4A/P8nAAkA/P8OABgADgAxADoA3v/o/wkA6P/j/zoALAAEAB0A4//3/wQA9/8EAAAAAAD8/wkAGAATAOP/GAD3/8//4/+B/7L/3v+j/5r/vP+Q/57/vP+e/63/i/+V/63/vP/P/7f/4//U/wQAJwAxAEkANQBiADUAfwCOADUATgBTAHAAYgB/AGIAWAA/ACwARAAnAEkAJwATAAAAAAAYAAQA6P/t//z/7f/t//f/3v+8//z/4//L/6P/xv+8/7z/7f+3/+3/y//L/8//3v8OAMb/CQAOAMb/4//y/8//y//8/wAA4//y/+3/wf/L/8H/z//L/9n/z//j/wQA8v8TAPf/MQD8/wQALAAOACwA6P8OAA4A6P8JABgAAAAAAAQA8v8AAB0ADgDt/9n/wf/G/+j/vP/G/7z/hv+j/57/t/+j/97/6P/t/wQA7f81AAQANQA6ABgANQA/AGYAPwBYAF0ARABEADoARABYADoAPwA/ACwAJwAOACIA9/8nABMACQAAAM//BADU/wQAxv/j/8b/i//3/7f/BACt//L/vP+V/xMAfP81AKP/IgDL/8b/OgBk/xMAi/8/AIb/SQDG/8v/TgBL/80Acv9TAOj/2f8sAA4AJwDB/0QA8v8xANT/TgAYAEQA9/9iAJ7/JwD8//z/cABp/9cAGv+JAMv/o//8/4b/UwB8/2IAX/9dALf/mv/3/yIAo/+8/3UAUP9TALf/o/81AAAAfP+TAO3/wf+rAMv/MQCOAHz/pgAYAFX/PgEQ/3AAJwAdAEQAt//EAOj/awBrABMANQAYAHUAcABV/9IAgf+TABMAMQCTAF//0gC3/0kAo/+wAG3/PwC6ABr/qwDL/8v/LAC3/zoABAAp/00B7v5wAIH/nv+OAKX+UgEb/iYBbf+t/0QAOP+mAEH/awAEAPf/lf/wAO7+zQDW/ogBUP88/5ACe/zFAy/+TgCwAN7/dQBf/70Bq/2uAmH9VQJL/8f+mgLv/YMBjP7CARb+cAA+AY78ywIg/hMAaf/P/9T/lf8EAJH+WgKJ/EYDmPwvATEAQ/6WAb79/AKL+4kE2Px1APMBUv3bAaX+gwHf/kwCOf4qAaYA6v0KBP/8+QC0Ad380AIS/lgAUwDa/gwC3P3cALL/sv/B/57/xAAO/VkD2PxvAbz/eP5kAiH90QHD/fcChvsEBUD8pgBfAjL7BAWo+wYDL/4EAGIANQCg/qUBQf+M/nkBFf/e/0kAFf8DAc0APv60AYz+8ADG/3UAz//Z/7AASQAJAEv/pgAcAfX8ngPX/QL/SgM7/BECDgB0/hwB1P+a//kANf0xBEr8VwFDAa37FwV3+zQBUQKy+wwC6gHP+9oCvf4u/w0BS//1AL/8SAX++SIEQf+S/TAFUfqJBPn9XQAOAGoBr/1qAbAA2f/9/ggBjAFW+v4J5fXlBW8BxPiHCsf1MgdY/KYASgNI+Z0I1PcwBSr+9P3PA2v9UP93A+r9zf2BByv1vglQ+9b+kwRG+3cDof3MAUz+fQKj++oFGvsMAgYDA/oRBpn7EQJl/nQB+P5p/80AWv/WAaf81wTo+yEB7gFE/a4COv0ZA379DQH9/q8Bbf9w/ekGOPaOCP/8cfw3B474JgWI/XAAhv8SAdb+NQBSAbn9nwLD/R0AdAHU/zr96wTF+10AvQHr/BcB6P/p/tcAawAz/3QB//y7A/r88AC1AJX/TgC0ATj/CQASAW/+NAGh/cYCW/6Q/5D/ggKJ/McBcv+8/y8BV/1oA3j+fwDR/rQBvf6V/wf/3ADXAH79PAOX/UQADQGI/dACT/zZA+/91P9zAnb8OQHL/3AAnvu0Bcv6/AKu/lECxv+3+6AFYfmSBen6sAQp/2YA+QBv/n4BPv5gAe3/UgXe+z8Amv9l/gn9FQOd/AoElf9h/TUFH/tOADoAmgKs/PkFK/0iAEQAnvtdBJ776P8CAgn95QEuAnT5CgT4/uX90AK0/W0DEv49AqD+t//H/hMAmQOH+s8HtfgZAzP/G/5lARP9NgTu+ngGWvt6BNr+Ff9GA0z+OwQZ/NYBAACa/38AR/5sBGb9iwJt/x0A6f7//KUFRfjwCIj5KQJf/zL7jwMV+8wFi/sEBaP7rAM0/tL9wAOt+8YCPgE6/SEBfP8C/2oB3/42BPT5XwYx/FgACwPb+egHyvccBTgCc/qsA73+IP4EABYCDv1TAFMA3wJi+N8GcP3j++oJrvbJCBb6IgA4Bun2XAkG+wf/pAYc+dwEyP1gAZX/PwDW/rQBg/05AXQBmPiDCUrztQjH+swBcAS6+FkMLPRFCNT7Gv8IBUr8xAQ3+9UC5P4OAGr+LQNl/iT/YwP4+rMCrvpYBGH9AgLLAsn8rAOj/1cBcvvYCNT3OQV6AL36uQmq8TcLJPs5/oIGYfnXBPb7tAX8+sb/nQTj+78AlwDt/1r/5wOf+oICiQDE+NkLBfRWCrr8qPuYDMjs+RFv7YgNgPzk+tYOn+5KECXxpwwg9moFZP9Q+/YHxfNJDXjysQxL91QDgwH/+OUJDvRsCIH7sQMm/RgEpv08+38IWvbqBeX9GACZA439kAIl/k39EAOo+9YBUf4/AHMC0/zEBIP9mAR7/MsGJPv8/yIIqfKcCcb/GPgUCOP7cP1IBX/40Ab4+sYCmwF9+oQIEPffBgT9Df5kBjb4PwRwBCD62wHAA4f65gAhBXf3JAdA/L8AuwPE+BALtu8jEPfyHgM9Bt7ugxaY6ywREfaiBOP/8vv0CV/ueBND7UwOm/XKA6AByfgqDtvttBKC7T0PJ/gsALMKP/A0Eu7xdghd+I8DIf0g/q0HsPThCG764gN6AN38vgVn/DP/rwHT/P79YgQh/S8BVgZt9yQHsvsq/jwD9vsDAX4BawCd/OEIfPfvBcH7QgLf/nj+7QLE/AEHIPqTCJT3ZwRr/fL/sv8a/+wDtPkQAw79LAA6/egCev1dBK7+DQFW/sv/OAId+KQKF/m3ArEDL/4D/jcDVf+t+8kIRPRZDD/5rgJ+ART8PQZ59eQOL+08C2oBfvVpDyXxNApp+vUAJwAa/xMElfY+Di/xZg2I+XAAFwUp9hgRL+2mEar1ewNp/0kAzQAE+fkN0vC2EIDzlQai/AD8oggu9j8EjgB/AMT8CgRe+7oATPpmCcv2mgLRBeT6GwYS+Y4Mhu6IDVT80v3CAX3+OAbC7cMWu+sqDhX39QR5BS/pJR8z4SESUv3h/aIIle7wFZfsUQb7A2P7MgMTAAwGSPWsCIH78v/R/tUCM/9x+McKsfMhCfb3ugiI/fD4zhAo78wKpPYyCwL23waRAfz2swpt80wOtut/FSTytgMyB4f23gdW9mUKN/fAA7T5XA1d8CYJIAbx71APAPTOCDj6DALjByz4QQP3Aur5hvsECUz2HAX+/dUClwAk+yEJd/fVAj0C2wGW+uUF5gTm8OMLoQDL8uoNTfUBBzP/5f2/CKfzKw1P8/ILKfZVAgQFLfPjDw70+wOX+WsNLOtDDqP76/j2EH/nGR1i5wgS6/QCBv0BGveeFI3k7h9o5hkMnv+T9GQPQ+22FNnugQdqBXHvhg9b8aoFJwAS/rEDPv7EAOP7Ugkf7u4SlfILAwwGiPXNDVru8hN56HQSI/xS9eoSTuyEEYXz/QU6AOj7+QVL//4A3vv/BHT5LADLAoT4NQWoA2b5uQEAAJz9OgAnAEMBXvsfB0n9GP0iCMP1GgtB9xADJwAL+2MDL/4rBSL4JA8B88MF6PsmAcj9z//2Ayz8BAmA8zwUzuehEWz48PzICR/y4hAo71QMJfYPCMT4zgT/BH71jQ2A87oId/cACPT5wgFGB1P0swpd+MkED/wxAMcBpgBw/fcCPwAc/QwCAABA/AYD+/s/BJz9uP52CIDv7BQq8f8IEv6t/38E1fbfBmL8swKz9uUSVOtyC2kCLvJiCKj7TwNG9xEKN/vUA4v/zf2TCCrxngvz/u72dgx/+JcFbPznAxT8HP09Cub0+QB9BqT6afpfD0PxDAYLA2H5uQVl+m0HQPg8Byb9GQO4/tf9yQgz9gsDiQQw/VT8MA0u7r8IewMj72YRLvY5BX3+SgPqAaT6KwVc/Zb+ugQQ/2IAmv8nCFP4CAFHBoTwARAS8cEL/vlX/f4N+ex1EQD4kwCbAVIB8/6H+kgOOO57EEn4WwGmBL3xuRIr7MIOvfo6AOYAHwL7+23/EAdI9QAMP/TYDJryvwRPA035xQMzBjr5XgPLAtr6qQYr9a4Op+85EpP4E/3MBTD93ADX/UwCqf5+AUv7vAuH8RgNofSDCZf5SAFlAUH7XAUp+58Cq/0fB6n2hwqw9KENI/ORCgX8Jf4KCDjyuRL47QoMW/rqAToAK/0jA5L5GQjY8wsLVfu0/UgJCPEYDU35LACvBYH3HAmB+9n78QfH+lf94AkA9IkI0Ppv/usE/vnDBUD8HQQ5/v0BffoTALMGdPV6BFMEifgXBSb95ALF+88DHwIi+N4L7/X8AgMBNf2wBPv3RAnk+mYAo//MAUQApPbYEInwiQQKBPj1+QUt+wQFvPsS/skIwfb4AZkHBfhDBYX8eAYs+IsCAgYI9ZIJ+P6M/sH/uf3zAcj5OALuAeD55gSb/t8Ci/aCBlv+m/7MAbT9JwQ4+tsFsvvqAYv7TQVS/aX+RgOY/HkBcv9TAM0AyADG/zj/0f6qARj9GQPo/4f+JgU8+zP/DgRi+OYIBve4Clj4UgEEBfjxvxE+7d4LOf6W+nkFB/8V//b7PgUA/BIFXfwvAQEDxPzVAsL+5P7QAk39RgPZ+4MBXwLP95ALI/czAoYCrvqlBbL3Dwig9SgQtPFeB/wGsu5yGOLrNArp+lEGd/e0BVcF5++3EwX0XQR3/9P85wNM/sH/+wNo+z0Cqf5HAqv9h/4XAbP+tvz5Bbj+6faUFBLtPg4g+kMBHAFs/NoGlfZcDTvr3BV28z7+Owi5+cADAPx1CbzynQxX+TUAOQWb9VYKCvgXAXUEv/g1Bfz6DQVB+1MASwfi8wMOGveOBL3+O/z4CvDwXA1G+039qgW5/SEBVQIn/I0Fv/xs/IQEMPmUB3/4RwZ7/MYCwvohBSz8mftBC6Pzlwnl+ej/lANN/RL+GAQZ/IUDI/z5AFQDfvlICQz6pgSG/zr9tQTC+m0DIP4fAtYBzP4RArn5hAho9/AALgLN/QQADAIQ/5f9MQQD+iUG6/zwAEH/9wKQ+98CLwHQ+rMGXvsOBIz+wgGTAHz7fQYS+YoDTgD+/b8AtAEt+zoAmAQ69NEOsvItB2D+I/zEBBX7zwOO+PAMI++BEw7whAQ2CFHttRm25s8Ua/QxAIIKVu2gEgbq0RIS9Rz9ogw772AOofSHBmD6UwDLBqj3eAY5AYn8RwI6/cQA8ADW/lsBXP1JBEz6FQez+rAA3wJW/msASf3PAzr5rwVv/sL+8/5WBnn5zQD2A431WwrT+IwGCf32A5wAH/ujB9L0wQYZ/JsBbf80AXz/lv53A+n6PAOx/FUC6Pv0Bcf63wKlBTn15g209RMAYggR9hsCTgTk/mH9jgRa/6f8XQSu+hgEk/yEAO0Cwf9t/2v9ugQL91sGLPz5AMz+5AI3+6ABhgJr+WQG6/wJAGD+vQb69DoJoP7n/IIGRvsYBLP61QbY+GkCTAL6/F4D3/rwCHn1vAJqBZ7zkQq4+hsC5AJh+aoJQvoG+5EKRfjqAaYAUQK3+zkB8wZz9vEHKfudBFj48AhA/J38jAYs/G0DrvqIBRX7FgIU/PAEK/lOAKsE8ff3BkP+iQD+/cECMwKR+mYJbvrLAlkDBfywBPn5HQRD/hj9qQLy/3b8WQPZ/7oA6PsqBk/8yfxiCGT2EQZR/lMAVANy+4MF5P6J/JUG4PnBAhcBkf6IAS4CsfzGAsz+Lv/yAiL48gtu9vQF7v7o/zUAi/v6BEP5zgQV/5D/jgSt+90DPgE2+IoMv/T5BbP6Rwby9oMFBwLh9CUS5+tlEpjvSQ20+bL/XQj285QQJO5yD1P03wJeA/n5Vgal+YEHa/kfB4f68wH9AXf7QQOJ/NkDZf6kAmX67wn38uEILv/u9h4MGPDcEc3wuAqN/Qz6tQgd+H8I3/IXDl/24AV4/rkBlAMC8tESj+85BfgB3vvhACIAfgUs9FULQvb3Bm76agVdAL/40hG07GwQzPWoA7kB8PhsCMz1Cgxy8/MKifhy++QOTuyNDVD7ev3zBlb62wVz+noAGQOj+6gDOf41ADEA6P/nAwD83wbq+ckEQPyEADsEFfeZB7H8lwCb/l0AqP+d/CEF9fijB//8NPojEC3vVwkXBeLvzA6f9kcCxgJL+9YFgft6BK76tgNy+7z/EQaw+FcFl/02BNz9If3VBsv2QQf2+//81QoC8nUJeP5a+50E3/o/BBj4EAf4/uH9VANs/GoFyfjAB3H8Aft1CSz4rAOI/bYDZ/xmAG0DuPYaC6PzBgP4/u/9+we1+EsH+PqlBY39mv8IAQj+UAdw+cQIufl0Ae3/xABD/g358wrs8y8KGvshBe37xAD6BLjxtw+y8ogFff6OAMYCxPiOCFL5twJR+koIaPun/JEO7+wSEgb3YgBdBCf4FAxw8KgPsPTWBRD/5P6mBCD2uArZ91QDPPu2A0P+ZP/SAKb9AgK0ASv9OQFNAQD8/QWz+l8C7/0OBCn7LgIqBi72XwZKAxD3PAcT/dr+jwNw+bQFQfsKBCT7BQRx/LQBEgG3+5kHw/m9Bqj73wKcACb9mgJ+/VIB3/44Ap38nACrBBv6BAU1/db+ewPK+9cEJvkwBfT9CQAtA0D8BQSY/DEE+vhcBXf7mwFBAxT4gQvF93MC+f1UAwX84/vCClL1bQf3/xb6+QWO/OL8EAN+/fP+UwTT/KkCUgFv/roA9fy3AoX8+QD4Ad/+wQKJAC7/fP8DAUz+wv4oA/P+Yf3lBbL7rgLq/SX+nQT7+9sB0v2kApL9aQIa/+7+xQP1/LUEYflzBqv4bASQ/+/5/gnZ9zMGZ/g/CRH2HwK4Bgn0GwoG+wQFRfyFA6X+4vxvBQP6agFTACcAyvtEBE4A4/sqAU0Bz/+C+ssGkv3d/PwGVv7n/LMCNAGJ/Kj/RAR+/f3+rgIH/+v8/AKvAQn5bAQcAZ38ugDdA6L8L/5/BC/+s/6bAT4BtP3rAKQCOv2t/xUDdf3Z/zMCmv+R/k4ALgL9/qL8Lgbj+2D+2gJX/S8Bv/xEBCD6ngO1AEr8+AEdAMcBuvzTBHj+rwHu/uYADgCU+2EFXfwxAB4DxPyEAFcBXQDw/D8AQgLu/vUAHQA1AM0AtAHp/jEAdQA//SEBJwAkAsT89QAkAkn9TwNF/GsAegDU/1//OP+WATr98ABYAMb/H/8H/10AHQDhAFr/OP8uAsf+JwAAAJ7/TQFn/NsBhv/z/lMA8ADIAJL9VQKx/D0CFf9l/iIEEP94AkH/8v9N/RcBgf/D/bwC1v5CApD/egBB//79QQO0/WYAxgI4/yIAGAATAFb+1wD5AKD+6wCEALP+/P/IAPP+egDSABD/4//e/wgBOv3NALwC9P1gAX4BBADI/Q0BEgGH/pEBwgHj/w4AmwG3/2X+AwHy//j+/gBL/xwB9/9Q//f/S/+8/8f+TgCa/zz/DQFEAAL/xABJALj+GAAXAe7+ZQH+AGD+0QGy/zP/zAFW/uEAKgE8/9EBrv6CAsz+4/9lAYf+xwF9/joAt/9EAG3/WACG/0v/zQCD/esATgDh/fUAGAAp/9cAvP/t/6P/iQDH/roAkwCM/rkBRv+6AHf/PwAQ/1v+4AHz/iIA8ADG/zn+EwDp/ur9qwBf/1D/hAA+AaD+NQCJANz9/gCwAJX/EgEMAnL/ZgCDAV//SQDj/5YBgf/cAP0Brf/wAPkAFwH+/a8BFwFv/p8CawAnAA0B9/8dACwAXQDe/xIBOQFEAEgBxAAAALf/iQC8/5r/jgATAM//9/8JAK7+t/+y/33+LACG/0v/rf9G/zj/lv48/4z+Lv+Q/33++P7P/2r+H//o/w3+bf88/6X+JP9v/sL+ZP8I/gv/hv/l/cf+2v6+/c39/f4I/iX+PP/M/hD/x/6V/wL/bf9wADoAPgEhASoBQgLCAcIBfQI9AhgE6AK6BE4EYwOSBc8DGASiBKoF3QNDBXAEcgMiBOoBVAO0Ab0BjAGXAFgAdQCV/4z+OgBb/oz+6f7p/lb+pv1B/yD+Df45/hD/YP5v/pD/IP6C/uH9jP7+/ab9L/7d/Lr84/uo+yX6mvpH+o350PrE+D36zfl6+Az60vlB+2P7d/ti/LH8hfxS/Y396v24/kz+lv69/rn9P/2b/jT+SAFUA9wE5gjhCAQJzQn5CRAL0wwXDp8PHw/5DRQMwwkfB8YGOQWwBNcEgwGJAIn8fPul+XH4OvkS+QT58Pic+Qv3ovgw+Sv5VPz9/gkAxwF9Aq8B5AIdBOUFTAbOCE0JxQfmCJoGogRcBfsDzwMOBMsC+QDf/gn9z/sK/Mr7jvzZ+3L7QfuD+ZH6h/pb+iv9tP2D/WD+nP2s/ET9kv0W/mn/TP6D/dj8i/s4+ur5IPrr+A35nfiU91r2qvWT9Hr01vVM9pD2N/ej97n11fbA97T5Cf2hANQD4wetC1INPQ8GEIgSVRMoGFAYABmBGGMUDBMaD+ENcwo6CXgGgANTAK37evhS9V7zFPNF84vyKfIn8Obw9PBf8sn0Gvfg+Ub7XP29/pMADAKYBCAG/wifClsK5Ao9CvkJ6gk0Co0JSAn3BtAGqwRtA/0Baf+8/9j8oP42/Iv7BvvN+eX5tPkV+3P67fvP++f8GP0W/pb+sv/5AKoBvQERAq4C5gDlAYYC7gGvAe4BZgAa/+T+IP6T/Dv8HvxC+gf6tPn791T3Bvdu9kf2lfaa9qX1G/aW9Xn17/XQ9mP34/cc+UP5SPk/+S37sfyo/7UE+giyC4oMnQzDDTkOmxKYFT8VTBe2FLURzA71DB8LkgmSCS0HJwSe/zz7WPjf9jf3Y/da9mH1RfOl8RbybfON9Zn3a/nL+qP7VPzq/XL/QgLXBIIGRQjxB7cHhgfABxwJjQmSCeoJJwjzBtME7APFAx4DQQPHAUgBgf/4/nr9Tf2H/hz99P3v/SH9jvzO/Jz9L/4AALL/z//B/+7++P5a/wkAX/9t/xr/nP0E/Ur8qPuG+/z66fpC+mv5cfjP96P3mfcA+I/3hfcL9wb3hffn90n4dviE+MT4g/mc+RH6c/pM+vz6tvyW/mABTQWECDQK2gr9CjYMPg40Eh8TdhSsFOIQBhDEDPUMiwuMCuAJPQZZA2/+bPwG+zL7x/oD+kn4FvZ19PvzZfVQ96v43PhW+r75s/ry+y/+WAAbAj8EfwS/BBcF4AUlBn8IbAi6CAEHggbBBiYFggZ6BP8EvAKLAtEBxv9SAfP+o/+z/kP+Yf1x/Gb94vxS/Zz9r/2i/HD9uf0I/vj+PP/a/vP+lf8L/3z/M/9k/9/+av4S/jX93fwj/Hb8z/uo+wb7qvl5+fr42Pid+KL4O/jx90747Pci+BT4Ivjr+BL5KvpC+gz6rvqu+pn7zvwa/7AA3wJWBrcHpgkqCh8Lww1fD2sRYRGEEZkQ8w6qDvUM0wz4CroIaAddBPgBy//z/ur9Yvy3+3n59vco9272gffj96v49fh6+FL5KvpG+/X8Vv6t/xMAsABqAeUB4gMnBHkF9AWvBbQFyQS0BU0FlwVvBaYEuwOkAngCkQG0Aa8BawD8/yT/gv4q/uX9x/4N/uH9q/0r/Xr9nP1H/qX+x/6z/i/+w/0v/oL+gv4H/1b+g/0Y/Y78yfz1/Pr8RfzB+wH7mvo0+s357/mv+Tr5zvhd+DH4xfcU+Hr4Xfjh+LX4yPm5+fP6mvot+xT83vs0/v3+NAFRAh0E5QVTCP4JfAtFDGsNLg+fD8oQow9AEHQOZQ5EDVoLswqKB+kGnQQLA+EArv4I/mL8N/s0+o74yveo9yP3wPcU+En44/cN+S/6/Pp2/Gv9C/+B/xwBIQGkAiwEbASlBSEF5QX1BHkFdAUIBSEFEwQFBAYD7gGbAVIBqwCwAPz/ZP+b/jT+IP5b/pv+/v1R/oP90v0l/hv+eP5b/qX+NP7M/mD+Zf5D/gP+R/6I/av9ovy//HH8D/yo+/P6pPrN+cP5jflw+TD5V/nh+M74sPj1+Nj4efnq+b75s/p9+nz7Cvy6/O/97v4EAPUAjAEFBKoF6AcMCp8K4wtoC/4NEg7BDy0Qsw4kD9gMOg1tC2UKnAl3B0cGCgQpAnAA8/50/gn93vsV+9j4yfgP+PX4BPnY+HD5jvj5+X369vuT/IP9TP7z/vz/ugCRAfMB/AILA48D9wJZAxADdwMjA9UClQJDAaoBlwDrAFgAawCa/5D/EP/W/hX/pf5f/wj+5P5H/pb+5P7p/kv/ff5Q/9/+6f5Q/67+wv4v/r79jf3r/HD9xPzO/DH8cvst+1b6kfrv+f75vvkm+Vz59fg6+fr4cPnq+fT5/Prp+m37LPyO/K/9eP6L//AAOQFpAn0CowNXBWkGUwiJCD8JKgqfCvILwQvKC+gLowtUDC8KWwq/CI8HqAfIBTUF5ALgAcQAIgCQ/xb+//xs/Ev7fPsB+736gvrb+en6gvqZ+2373vt7/MT8uf3q/VH+zP5a/9T/PwCEAFMAZgD+AOYAHAGTALAAjgCcAFMAkwA1AN7/HQDL/2sA9/81AMH/lf/P/8b/z//P/8H/nv98/0b/B//W/mD+IP40/tz9r/3Y/F383vvK+3L7bftV+736ZfpH+iD66vk0+vT5YPp9+vj6GvsQ+wD8Xfxh/eH9x/6j/wkApQEWAjwDwAMOBFIFuQX8BiQHngddCDEIRAnrCNgI/widCOYIJwgxCDcHfQYgBkMFugSPA9UCvQFNAcgACQBf/8f+9P2h/Xr9a/2m/Sv9fv2N/X794f3X/df9YP69/jj/JP9t/0v/d/8TAM//TgDe/zoAEwDy/zoAfP+j/3f/X/9f/0b/2v7M/of+s/6b/nj+m/7+/Wr+lv6p/kz+b/5g/j7+Of4W/g3+A/65/Vf9V/0m/TX95/yO/HH8qPu8+3z7UPvK+/P6APwV++372fv7+wn9Rfzq/dj8YP4g/pr/3AA5AXMCmwEVA/wCYgSwBMwFyAVCBgcGpAYkBwEH+wfzBjEIXwZoB18GPQbGBhwFvgUABAUESgOpAssCjAESAXUA6P8dAAf/lf/W/pv+uP7S/Zb+Ev69/n3+gv7M/hb+Ff8Q/wv/af8p/1D/Ff+o/4H/Vf/G/zj/Rv8f/xr//f7C/v3+jP54/mr+R/6p/hb+Q/7l/c39Vv7D/an+Df4+/jT+zf2M/sj9kf4I/jn+TP6D/eX9XP3q/c39K/1w/VT89fzn/Gf8E/1a+9j8mfvY/PD88vsI/jH8Zf4c/Uz+zP6H/msAnv8mAQ0BuQF9AgYDwANEBNQDfwTEBG8FWwa0BVsG2wUzBrMGLgZ4BpsFoAWgBZMEMAWUA7YDYwNMAtUCEgEqAU4ABAAJAPj+M/8v/lv+pf4l/nj+9P1D/nT+W/4Q/5v+7v4V/xr/gf+L/wkAxv8AABgA9//3/xMA8v8AAOP/7f/L/0v/S//H/ob/qf7H/lv+Fv6C/tf9Q/4r/XD9HP0w/Vz9RP0w/dj80/ys/Lr82Pz6/J38xPx7/IX8Svyn/MT88Pys/PX8cfzE/A79HP30/Tr9YP7D/dr+6f5Q/3z//P+hAPkA+AHHAfICiwL7A1QDWASTBOEEkgVXBfkFSAUgBvkFpAb0BUIGmwVSBUgF1wTmBBgEGAT8AugCWgK0ASEBsAAnAOj/cv9k/7P+lv4Q//n9+P4N/kz+uP5l/gf/Zf44//3+Lv/e/3f/6P/j/wAASQATAGYA2f8YABMA9//3/+P/gf9V/0H/Qf8H/33+0f7I/a7+6v1b/tL9kv35/Vz9IP7Y/Hr9zvx6/fX8Cf1J/ZP8Ov1s/NP8SvyO/LH8T/y//Db8mPy2/MT8HP3J/Gb9Ov3I/T7+gv6z/tb+ZP+8/80ANAGMAeUBUQLaAooD7AMOBFMEvwRIBT4FeQVcBYMFAgbvBSAGDQVmBRIF6wRmBcADIgQjAzIDwQLzATgCugANAYkA/P/B/+n+Ff+R/lH+2v4N/mD+Kv5H/qD+NP4V/4f+M/9Q/zj/vP+L/97/8v8xAFgAOgA/AFMATgB/ACIAIgAAANT/y/9a/2T/6f4C/+n+b/5W/tz9Of41/cj9E/3r/En9ifx+/SP8P/0F/MT8hfxY/PD8xfsE/Sf8//yA/Kf8ovwJ/cT8a/3i/Hr9nP2S/dr+r/1t/z7+wf9L/0QAJgHwABsC0QH8AvIC4gPFA6sEYgRIBesEiAVhBSEF7wVNBWkG9QSXBeYEBAX1BAoELAQVAzwDeAIuAtEB+QDEAHAAAAAAADj/Rv/a/sL+vf4W/q7+Fv64/n3+dP64/oL+B//u/lX/Kf+G/5X/6P8JACIATgAnAFgADgDcAEQAZgBYAAAAPwCQ/9T/S/9V/wv/ff6l/lH+3P3h/Un9Zv3w/MT89fwU/J38svtY/A/8+/tA/Mr7HvzK+/v77fs7/Pb7nfw7/M78uvzO/Jf9Jv0v/oj9eP6p/sf+sv9y/9cAxACgAQICPQJjA48DBQROBPAE+gS5BWEF4AWbBRsGeAY9BrgGiAUbBqUFoAU+BaYEMQTnA1QDHgOaAiQClgHcAAMB2f81ABX/Rv/u/pb+qf75/aX+CP6R/lv+A/64/mX+3/4k//P+d/8k/wkArf/t/yIA8v+hACwAxABEAEQASQAEABMAAADo/9n/i/9k/0v/kf7z/iX+W/7I/WH9nP22/Dr97fs2/Oj7o/vt+2j7i/s3+3z7WvuZ+3L7qPuG+8X7QPxU/Mn8p/w//XD9G/5l/m/+M/8u/ywANQDNACoB1gGCAngChQM3A3AEMQQIBTkFVwUuBrkFwQbIBYwGWwZCBn0GmwUWBo0FZgUSBWwEEwRyAwsDhgIMAmoBsAAxAPz/ZP/f/pb+Ev4g/pz93P1X/XX9df11/f79q/0l/v79qf6g/gf/+P58/57/6P9rADEA6wBmAA0BtQAXAc0A8ADEAJMAtQAOALoAhv/y/9b+1v6H/uH9Q/6//FL9QPxF/Pv7fPvZ++n6Lfvp+uT68/rk+gv7EPva+nf7C/uB+6P7mfuO/EX8If2//Pn9Ev50/rj+Ff/t/wAAZQEDASkC/QELA08D3QOwBF0E4AU1BTgGXwafBjwHwQaUBwYH0AZBB5oGAQdHBvkF+QWwBAgF1ANtA98CzAGlAboAWACa/+T+1v4q/uH9df01/Vf99fwE/cT86/w6/Rz9df20/cj9ff50/vj+Rv+B/+P/7f/SAJcA/gD5ACEBSAEmAWoBAwEvAbAAjgAiAJX/hv/a/nT+Jf5X/fD8QPwx/AD8Mvue+4z6EPvC+lv6pPoM+tD6Zfq4+t/6rvpa+3f7nvs2/Oj7uvwE/U399P3I/dr+0f6a/zoAAABvAS8BEQLoAt8CcASZA9wEagUwBZoGJQYGB6gH9wZACF4HJwg2CB8HNghkBi0HAgZ0BWEFxQMABNACQgKbAVgAEwBB/6n+av5r/Y396/yJ/E/86Pt2/BT8Rfxn/F383fz6/Fz9vv0W/q7+C/9V/9T/AACrANwAKgEmAaoB1gGIAeABjAHuAXkBJgEDAZcAcACy/xX/6f4q/kz+P/22/Jj8xfsj/PP6N/vk+rP62vov+rj6ePqz+tD6x/oG+zz7gfvP+zH8jvwT/YP9L/4N/tr+Ff+j/zoANQBSASYBUQJaAgEDngPAA7UE4QSDBUwGZAYtB0EHGgdnCEYHYgh3B88HzwfVBq0H+QUzBogFhARnBDIDywI9AsgAAwFV/23/Av+v/bn9rPwh/YX8CvwA/Ib7Nvws/Mr7tvyd/A79K/2D/Vb+dP5Q/2T/gf8/AFgAsADrAOEAVwE5AaABSAEcATQBqwBwAPz/1P93/xr/b/4b/rn9kv0m/Zj8dvwx/Bn8z/uU+4v7bfta+4H7Mvta+0v7yvvj+5D7O/yF/JP80/wm/df96v00/jz/eP58/+3/GABrAHUA5QEvAUICswIpAt0D9gNYBOEE8ARuBsgFnwY3B5oGwAckB5kHLQdGB1kH/QU4BswFvwTOBJ4D5AJ4ArkBSAG8/8v/B/8l/hb+Jv26/Cb9jvxA/AD8dvxd/Nn7jvx2/Kz84vxr/av91/1W/hD/8/5a/8H/RAC6ALAA8ADhAEgBDQHhANcA3ACXACwAEwCt/y7/6f6u/tf9cP2N/eL8Hvws/CP8svtL+4v7t/vu+vP6kPuB+wv7PPsZ/Nn7yfzy++j76v2c/VL9sfwk/2r+Zf58/+T+AAAOAC8BlwD1AIsCAQNRAg4ERARnBLQFLgZ9BkcGUwgyB9QHhAgxCDEIWAhiCFYGAQf8BpsFxASrBOIDpAIuAoMBlwC8/5X/Q/4D/qv9zvyY/Dv8LPxj+wX8rfvK+/v7D/x7/IX8P/0c/eH9+f2l/u7+Wv/t/8//hACXAAMB6wAhAXkBxwFmAGABWwFdAFcBi/8sAGYA2v6u/hr/vv3X/eH9bPyT/Hr9svuB+938h/pY/HL7Rvt8+/L7D/zQ+v/8N/sE/Vj84vxw/br8rv6I/Tn+dP6y/8z+af+wABgAcAApAhYC0QEnBM8DGAQIBV8G4AXGBp4HKAdACNQHFAg3B3cHxQeHBrgGEQZXBSEFegRjA8YCPQK5AXAAUwCQ/6D+x/6I/X79P/2i/In8VPwP/Bn8Rfwj/Cf8rPwE/Rj9GP35/Sr+Q/7u/kH/H//G/38AvP/+APkAAwGMAQgB/QH5AE0BAwFwAAMBWAATAML+BABf/4P9Vv7c/dL9HP2d/EX87ftU/Jn7WvvU+3L7EPuQ+6P7Rvtt+zb8z/ve+878WPzO/A79uf1+/aH9rv5R/rz/hv+3/yYBiQAuAugCqQInBGwEbwX5BS4GywYBB94Huwc2CEUIYwdACDcH5AbBBhYGzAW1BHoETwMLA0cCWwEDAU4AX//a/hv+6v3l/dj80/yA/Gf8YvxU/AD8dvxx/ID86/wc/XD9RP00/i/+8/5b/pD/LADz/gMBPwC6AKABKgE5AW8BpQFSAWUB/gB0AdwAiQC/ABgA6P+G/1//rv7a/jT+Yf0I/n79LPzw/Gb9N/sF/PD8gfsy+2L8/Po8++P7hvuQ+1X7RP2e+7z74vzn/Gz8bPyH/o78G/5V/2/+nv+V/8IB9QAZAzwD8gLIBSsFBwYMBjIHbQdtBwAIjwejB20HSwfuBtYFnwZSBV0EiQQ3AxkDqgG0ASIA/P8xAIf+kf51/Sr+HP0r/cn8gPw1/Tb8BP3//Ov8Yf1+/c39IP5l/nj+lv73/8f+YgB1APL/6wDSANsBXQCIASYBEQL1AOYA4AFdACEBawBrAIv/egDP/1v+dP7H/sj9nP19/rz7tP2r/QH7Cf3P+9T7RfxG++j7H/v2+xn8W/rZ+5n7qPtn/BD7ifwe/H79kPvJ/Pn90v0k/439nACTAG4C4AEyA+sEZgUqBlEGCggUCJgIJwgwCZMI5gg2CIYHuwdZB3gGdAWbBR0EmQMtA6UB8ACrAIb/C//C/n79q/2+/YD8e/zJ/LH8Yvys/Db88Pwr/bH8V/2h/er9vv2l/i/+o/+y/wv/BABiAOsAXQBIAQ0BkQFbAQICZQFJAO0CqwBlAfUAXQDcAHoAy//p/jUA7v4H/xj95P70/f/8BP0J/U/8XfyO/Pz6nfzk+nv86foF/Eb7H/tx/Ev7fPtj+yf8nvsn/FD7a/0T/cj9Kv69/msASQCuAuoBmQPmBIMFyAUzBmcIFQcFCDEIYggFCB0IBQjpBjwHaQaXBdwECAUyA4ADiwLWAWsARAAOACX+x/5c/Sr+2Pwm/YD8HvwO/QD8//wx/LT9rPxc/S/+r/3f/pf9wf/R/tT/WABa/7oAvwCEAOsAkQEmAU0B0gBRApwANAGqAaj/iAGmAMv/GADo/57/rv5t/8P9+P4S/qH97/1K/GD+aPuI/VX7Mfze+9r6rPyD+Z38Pfpe+7P6nvt3+3P66/wb+o78bfu2/FL9of3f/tf96wBwAK8BRwIyAwgFJgUMBv0F1AfoB94HxQfOCFgI8QcFCCQH2QdHBpUGgwXJBFMETwMBA8wBPgG/AJX/wf/W/qv9b/4J/U392PxY/Bz9WPyd/NP89fwr/VL9Yf3l/Uf+Pv4q/nL/S/8V/3oAS//hADEAQwESAboAfQI1AJACpgBSAYMBiQBNAc//IgA+AWIAkf6WARX/H/9a/7P+gv7S/W/+MP3X/YX8A/66/JP8iP1Q+5P8Rfxy+8/7FPyu+kD8VfuX+Sf8kfqU+/z6uvzO/Cz8Wv+d/H8A9QDNAEEDKQLhBGoF8ATLBh8HxQf7B8AHHQhyB44IaQZtB+QGlwWpBiwE4QRGA1QD0ALcABwBy/9OAIf+Kv5g/qb9Uf5i/H79Zv0T/aH9jvyD/fn93P0h/Uf+C/+R/h//B//t/5X/RADU/w4AbwFdAMIBiQAqAVIBHAEXAbAAlgEMAvz/zQCgAVX/TQFR/mYAQf8p/xD/Nf2y/zb8Lv93+7b8a/3F+zX9F/lD/gP6nvut+/r4FPwb+un6jfna+sj5ZfpP/F77Rvv//Or9m/7o/y8B7gG8ArUEBAV+BUYHJwitB+YIFwmSCfoIbAghCcoHvwhGB6AFdwf6BJgEKAOPAxsCyADWAUP+LAAv/n3+cP17/HX9+vyd/C37MP0K/Hv83fxY/P/86v2S/av9R/7a/m/+7v5JAIH/rf/NAH8ADQG/AMgAhgLB/5oCqwB1AEwC2f+RAfz/kwDU/wQAPv41AG/+ev1IAZT7/f7i/I78Uv3F+zD9p/gS/hb63/q4+uH4P/2295T7SfiC+ir6fvky+035PwCz+lX7GAC4/v4ARwL9AUkEKgYQB1wFMQjICVIJzQkrCUcKMAklCskIZwhoB+wHuAb/BNcEowNPA3gChAA8/x0APP8I/vv7Pv6i/Bn8mPxR+j/9jvyy+1D7uvzc/R78pf4O/c39EwCR/hD/ZP8DAYkAIQG8/+ABlwDbAXcDq/0VA3gCjAFOAMgA3AAAAP4Akv1XATv8TgAl/rL7eP69+pL9yPmd/F349vvW+XT5A/q6+Fb6LPg7/AD0bPwa90n49Pn/+Pr8o/sg/tP41ANf/3IDKQLhBLUIZwTjCwUIowv9Cg4NfAvtC60L+Ar7C6YJkgm4Bg4JGwZ9BgYDKQLiA9H+/gCN/Rb+Yf3u+qH9SPmt+9r6mvpt+w355/yR+lT8tvxY/Av/ff5v/rP+pgDqATkBYAERAiQClwU0ATwDPgUkAlcF4AGkAlUCFgKIAVr/kwDW/mIABfw6/VL9H/um/cD3LfvY+FL5nPkl9nr4x/Vx+FT3rvb796X1mfcG92j3ovgF9KL4wfZR+qb9k/wY/e76QwWZA5UGNwfuBnoNgAy9DhIObg+yEwoQ7BCQD4wOwBBZDCoOvwhYCI4IbAREBNcA/f5W/o78+PoK+Cf49Pnq9XP2w/Wa9lD3ZPYX+Sj3W/pC+n361v56/T8ANQBMAkoDVAOMBrkFuwfPB+4GmAheB+EIYwcWBrMGdQTOBB8C1QLB//T9kf5G+5H6Ivid+F73j/Og9TzzePJd9KHwTfE+8R30nPAX8QX0IfHB8t3zTPK68C3zqvH5/Un9iAG9+iT7CgxICTgT7AzSER4U1Re8HGEWKxouHI0aEBxsFWgUYRHKEIoURge7B+EADALB/+v4ofl780Ly0fEQ7tPvH+757KfvFu2v8S3v5/O791D3Wvt4+u3/0AJmBScI3gf3Cz8NnA2XEQEQ0hGUEBQQcRDYDFYOAwrOCP0F+AEdAHD9C/vZ9yv1kPLc8D3u/uwZ6+rsH+qk6bPpp+ey6pnqFOsZ653rvO607EvuUO4x63bv6elHAjsE3gd5AYb7bhOvEnknARwTHmUjlSRLLZUk9iWcJm8jTScBHLYUaBC3CygULgY0AR301/C69H/sqO5p5VDhWuF54K/o8uGZ5vHmEOrm8CfwJfY0+l4DFgaKBwoMxg/sFNsaZRu2HWsaURtlG8UcsxsdFcAQqAscCQgF4QAt+0H3avE47pnqc+lQ5mrkK+RC4Zni7eGS5MjkCudT58XmKum46RLt8u5G7h7vfOo17J/p4+q7DDIQqRfkAvAAqxUuIII9NiqjLaEmVyt/M8ApHy3tJEck0iITFUwKZf7M/lUHTP6H9iLfoduX38HhzOlI4ErahtW/2uPmr+ia7r/wa/RE/ab9TQVADD8VPRvfG/cgGxuoIKclZSdpKB4dshiOEQEUihBLBz4BIPZ781runOz76lvleuNz4ajiyuIK43PlVOaR6crqcetb7bfu6fHQ8qTy9PAW7dnugu0e7yHoAeYs36Tp0wzoEyAXAv/yAkAQySZyPjYyyDMsKtIvUSwAJjMoxyNcJwwgxg+c/dDujvQz/5r/CfTS2wXSVdBw28/qTOku5bnbaN7l6Krxvv0+AQAI9A2nDGsR3xNhHggnuChUKe8eKhtUGDIcZCDVF1YOHQB5+cr3UvUh9Q3t1eng5Dfi2uVt5rPpmOvG7hPwmu6i79jvIfWu+mX6/PbM8Vvts+3z7QPtquip4YXeC9UG2SLOmeq9CnUV3hiX/VAL2Q9OM41JwEPYRxg3WjmsLmQk6SiwIv4r/R/QBuXxYdeK4s7rPPes7wTTnMrjuwLMsONx627yqely7qrxD/g5CvwPaiPVKLgjsiStGJ0h3ySSL3cxjyEqF0wCOwQLBxUH7QIW8uzrgOIc4ITjeeS86mDpf+zJ69fsuPEc9TP/fwS/BN/+Cvgu9nj69fwx/MXvjei130nbKtzd1uTUqMhKyezAq+MWCtYawx6wDa0Y+h0DQcRQH1NJWftPakkJLyof3BU4F+kfshjcAATfrcR7vB3OH+Fd4zrXGclNwvrFm9zo7mX+GA2JEQ0W6hJpF8Qdmiz5PB07YjeJIqEV5A5dEUcXPxGMCsDz8eZw4xrmVOvF6rTsFukR6f7ovOra8t/6pgQDCl8LxAg9AlQDwAe7DDILHQCO9G7pdOSj4ozgUdyS0x/MVcR5whPBdL6hvSDDm/XcHis4AzRBJYIslTmIYmZqamsFYcZTgkVVJIgJN/f++RD/u/eL4TzAd6JgoU+05tIJ34De9dqe1Rfo7vrTEDUiXDM8Pk081TkLLdsn7SgcL6IuxSXtD5Tzl+Qj4t3n7Ota7oria9s93d3i0e0Q9xwBTAaqDmoSEA/HDlEOgROoGBQZWxJtA8D3se+a7svuKumK3sXRF8tiyaTHPsfzxx/IJctvy6XLMMrAzYH78jEnWaBeuU33RlpGCmEjZdRgr1G+PHsuPw1r8KLScM6H1DDXRtGsuEWjVp0ItqbbDPZnBBAHRAmBE1okgjRePjlFWkbXRFo5MyQMD8sCVv57/Lb3LOeG1frJBs2E1ojkFe6A8xL5AwFaD3AVSR6tIMYkTCgLJR8gTxDOCLoAgf+2/CrxTehi2gPYQ9M+0wjTVNGo0Y7OdNMW1MPX9dr528vhSODc363dkO7WIydMWWmpXytVjkjkQW9JWDeWNCsiRiDbEs74s9gXusy6yrzCy6rPUdBB0WzamO++/bgKnBFHH+sukkBiSFY9BDOSIj0bQhM5CtP8ru3E5zjdBdoT0gPPTtLf3Bjwvf7PC90Q/BeIHhEo3i2TLrQr8yOIHkMWOg35/U/ziOgt4h/hp95B3TPZztqR2ELY69Zh15rdpuOu6cTnEekA54zl/+Me3pDdjNxc+VInWEx1XS9W703YO280yik6HrccZx3jIAMSE/Q90Ju69bi0xpLXcecN7Vbxz/eM/ioG5AowGt4piDwtRwI9fCnQEzsIiAF+/ff2R+m04JLbVNpo2b/WR9gd42j3lQuyGF4hhCICJAcoiCctJUcfEBxcFocO5AJW8YflKN4S4F3jTOUA50jk3OMm4ETfcN/g4FPjsubK6mfrYeyj5prhh9j50yDQF+QmFkJBoF7mXXdT2DuvK1MiPRf9FlAYHxwYEc/3X9RQuwC4a8YA1r/n8vLb+UYD5wz6FZgVOx0tJfQzm0EJQK0xcxuwCKf4lO/h53ngV9v72aPZa9vS27fd8ebc9C8KQhukKAkrWSknJp0hyhzFFJAPnQiXBRv+dfRu6U3ghd5T43XspvDX8P7sP+hK55rlzuMQ4lniSOR56Nnqf+fH4OPV3c3f0Mn4YymxUB9kV2K3Uys4/CSuDn8IEAvZD0UQMQB74tXDG7ZKuOjEJtf669P8Ag/HG2Aj7CEqHz4jSCsQOtJA1TmNKyEWRAC87lni/9pE1wPYWtmo3YrikOVW7dX2/wT2FPcgUSi0J5QlVx4tGDkOQQOs/JT3yver9DjydO2e6l/qDuxx733yBvPR8QXvO+v/48HdHt7o3V/lz+bA5nncONSJzg7bfQrhN3ReWW2qa7JTnzU9G9MEdP66AI4EXwKf8s7WKb8as4a3378X00Xr/AKzG4wsUDXZMYcsPSj9JxUxzTP5L6YmxRS6ALbrF9zEzibKjM8Q2dPnN/MG+xwB+wcPEPoVlx4+I4cjPyIEGqENYgDh9NPrR+kn6zDs1O7u8ZTz7vbU94L2qfJ27+LrR+ma5Y/iI+KD4ADjpOF04MjXE9KC0ITnDBfeQg5mQHJ1biBW5zb0FqYANvgi+Mv62fcD6XfRDb7+tSC6KMB70eXo+gRTIn834z6KOrUz1SgyJZInkidtJaMgChVJANjreNj/yXHFUMzJ2nXsd/+ADBsTPhbHFisWOBeOGXYZPRdfEzwLeQG69ELp6uCF3gHiaull8TD5hv/G/xD7PfLv6F/hTeB+4ETjUuRl5HLi698a2TbSbdEY41QQ6z98aA96yXYdXQw9GB6sA3f3vfHX8NHtNOR/0s7BcbgJuVG/Oc/l5DoADh6DOBFGRkavQB81RimrImsehBmkFzUNzQAE8Hbe98w9wyrHhdEF5xb67gogF1sfqyJ7IZogWhx6FR4QGgsIBan+d/cJ7ADjPeEq4EXiFuni78f1svsa+3P2Z+8x56few9tQ3XDfMuKP4hTeRdbP1ero2Q8jOgtgknMkecJnbkqXK6wMTPoF6xTn6uC+13fMIcJYwZfC8MU7zfXaP/CeC6MpM0L6UHZYflEERNY0mx9uDxYCyfiB8mXtGuZb2ADSrM3Ezgrajud2+BcJmBn3JPoqCi6VKMsgZBcPDKj/HPXe7jnpmOeh6PrnWOdh6Efpgeq26+rszusd7Irr+ufX42Thtt5q3NTZvtOB1TbjvwSULUlVLXE1e3x14lwfPpweUwQu8kLlht2+16/PPMjmwUHA5r1fv4DJitrl9QYUAjFeR7VVLVxQV1JNnTsgKFIWbAQo99zs1uS22hHUiM/FzfbR9do35oXz9gOwETEdiSbEKlYotSLWGqIQ7gZb/vHzSexI6CDl/+Pk5Y3oiOiq6N7m4OC93PraDtvy3drhF+S14/PgE9t/233t3g90NJ1Yk3IMfUZ1IV45QUkiOQq69MPk+tr20RnJ68F9v6q+A75DwurKcdol8VcJeyGANj9IFVO4Vj9VvkmSPIQqsBXkAiz0L+nL3cPXC9HrzhPS9daA3mXpkPZfArkNrRh9H48hJCBlG7kWIhERCkkA7Pfl8dnqo+Y95Qzl6eVf5XDjT94k2UzUzc6p0LXSv9Zw1zrXbt3y7k4ReTRbVo5uCnridqZmw1FnN2kb9wJp7k3gN9UVzMTF58Azv0u79ryUxKDPtOC69HwL2h/TMnBEaU5oU85QjkjcO30shR2/DLj+h/F+5N7ZktN30SPRy9Th25vkcu6q+RcFwg71Fd4YhxciFdES1w0ACMsCa/0A+OfzF/F67L7okOXD33fZWNaN027QoM+EzhvLLMUNx5/UTPJTGfE+UGBfdYZ9z3UZZdlPezZcHq0HjvTL5cHZitGcygTG7MAUvDq9DcIizgbeM+7a/nEQzCMiM8hAn0rqTZlL40L+NwkrrhtUDL79VvHe5rXfb9xQ2XzZ3dqo3d3igep69J38xAQ0CjEMBA2YDAgKOAaAAzUAT/zq+cD3RPQ08VzsAeY04NPa49Vp0PLMEcddwQHEo9Gk6YYHUyqISbhfBm0Xb1JmDFeeQpcrzxRrAMHuc+G1277Xh9Q80S/PIs4szonSxNaM3C3mAfPLAlUTkSOzMNo53EDtQvA/BzmsLkgjjhWNCdH+tPWt7pfoW+X84argZeAB4rbmDuwh8T/0rfe4+jv8Uv0W/qn+Av+9/hL+Nvwy+2b5tPWK8zDwDuxM5fbekteRz+fNbNJC4R30YArBIN4xjUBrSB1MxkpAQ3A3Ayf0FmQGMfg272voUeVJ4yLjzuMw5J7mceei56zniOgD7VnzDv0yB+YRlBwlI7goNSv/KgEpqiPYHSAXPxFPDFEG3ABR+o70n+5B6p/ptOiv6OroC+q/6/PtNfB18Bby4vPJ9Nv11PcW+hH6fvnc+Pb3YvjR9XnxXetN5HjhLeLt6qr1wQJrEfscOCj1LnUzEzO2LgIonR28E0QJLAD1+IXz4fDe7k7wEfIe8wP1g/XH9Zj0dvMe89XyK/WY+L79OQXYDOcU+RqhHh8g0h5aHJ8XqhK+DVwJ6QYFBAwCz/+y++T2M/Kd73/sNuu+7GHsRe+x75HxtPH67znxQe4p8vPx9fTD9Rz1mvaM8cvyo+7u7X/sge7r9F77EAeVDx8Ykh5HJK8nWSkgKNEjTBv+EUsHP/0o9+nxYfBP7zjyuvQt9yn7Dv0m/Tz7ePom+cn4tPkG+xb+wgHMBWMLlBBeFOAWPReqFnIUwxH+De4KhAjrBNYB2v5d/Nv58fee96/1TvTn8xfxEvFa7tTuKe4u7qDxcPDi8zjy6PL98XTxyvP+8G7yyPDr8ALyAPS0+aX+NwcbDsAUaRuuH+kj1iM1IjAeKhdZEEYHCQD5+fD0bvL271vxVfI+9Vz5J/y4/mv9Sf2O/Er8V/3C/k0BYwOMBvMKJQ4wEfMSUhLxEJYOJg20CfcG/wSRAU4AEP/4/gT9wfvF+8P57/kU+Mr3TfWy8jDw0e2z7XjtwO+E8LvztfSE9Ljx+u/X7N3rlu1Z79z0HPmWARoHYA59E6QXvRvJHXgf6BxRG/kWuRLJDIwGkwB4+jf3cPS/9CH1ffaB9wX4yfjh+Fv6lPuR/hcBLQMABDYECAXRBagH4AlFDP4NJA8zD5EOYgzbCaQGbARbAZr/pv32+wH7w/kp+zj6bvrE+On2xPQY9J7zLvLB8iTyc/La8g70u/OF85DytPEd8FXud+5Z75TzCfkOAO4GOg0WE9AX8xswHtMdQhvMFlMRSgzpBhYC3P1V+1z5Yvhi+EX4yfh0+aT66frK+6z8r/3a/kkA8AD9AT8E/QX2B7UIDAq5CRIJXAmsCFMILAhOCGgHQgYnBHIDbwGQ/+H9S/uf+nH44fgI9Q31mPSU84j1sfPX9FXyAPRZ8zb04PVN9fj1OvR/9MbylPMw9V34Vfsk/x0EiQgIDkcTOBeFGMkZFRhyFPIPhwpqBWIA+f1o++r5QvpR+sH7BP3k/uT+Kf+4/pz9uf0c/b3+Av/hANoC9gNNBTgG3gcPCDoJBAmiCOgHgga+BXcDigOpAscBZgBL/8j9nvuF/Dr5Rfi09Xn1CPWP8+v0mvJ69PHz2POs81j0X/YH9tb18PQc9dH1Ivjb+Y78gf8dBA8IqQqqDqwQtxNFFEoUTRICDxQMFQfKA3f/Z/xM+nn5L/oV+9P8qf5TAFIBmgIpAk0BUwDB/1D/ZP8xAFcBXgM5BUcGLgZLB4cGZAYSBf8EDQVtA8UDJAImAYH/GABQ/3L/1/0K/Cn7APjQ9kT0OfVE9LvzAPSe8w70WfPn85300vQ59c70mPT99R341frY/LAA9gPzBlsKOg03ENcRZBOqEqIQEA/UC/UIWwaAA44AUv1i/Hf7cvsE/Sv9Df5y/5wAbwG5AaUByABNAQcCpQHlAQ0BlQJKAywEOAYNBT4FEQYHBhwFdQSLApYB0gC4/qH9GfwU/BP9Z/yB+/n52Phj9yj35PZI9Vf1mfMx9OzzlPPE9Bz1c/Za9pT3nvdS+d77wv5MAqsExQf5CQQNZQ6tD8YPwQ+RDk8M2gpACIIG7AM4AlMAz/8a/5b+M/8V/5X/8/6L/xr//P/cANIA+QAEAHAAegBzAtUCPwRdBC0DXgM8A3oETwN1BJQDgAM9AhIBWABm/Yj9pPoy+7T5p/hx+BH2cveV9vL2UfbB9lH2KfaC9g31YfV69G/1OPar+GD6sfzG/4ICyAVyBzkKRgv/DC8OkQ5bDr8MUAsSCS0HbwVEBDwDbgLRAZYBHwK8AiMDKQJSAST/A/7q/dj8dP4D/kP+0f4C/5r/PP/t/zEAZAJeAz8EIgSZAxgEewOeA9UCEQL8/1b+9fwV+9L5tvds+ND2ePbq9Uj1kPah9Iv2iPVk9pD2B/Y392r12ffJ+Mv6LPxv/u4BJwQiCAMK7AxqDoYPgQ/qDdMMlwlKCAIGCAUdBHIDWQOGAkoDnwJtAwsDAgIXAfL/Uf5v/ur9av4p/9r+ugDH/vL/7v7z/h0A6f6Q//P+pgDlAZEBhgJpAsIBCwPP/0H/df2L+/b7D/hF+H71F/Vh9UP1VvYr9Wr1A/VN9XD0nfSO9Lj2Z/hV+zT+LwFmBSIIYgxXDZUP2Q+LDxUPeg0PDNIJjgipBjAFBQQoA1UCwQL8AvcCgANPA7wCQwEnAM//7v44/9/+y/8/ALz/WADz/nz/nv+e/2T/Uf4Q/4b/tQDU/5cA9//0/SX+k/zJ/Dz77vq++cD3KfZI9ab0XvPw9JTzEvVY9Cz01/T19C33Afcq+j/9xwFfBqQKSA7iEKASwhKqEucQzA7uCsoHPgVZA2kC+AHMAaUBWQM8Az8ECAWOBNwEBgPzAT8Asv8EABMAnAA1AGABhAAdAHoAJP9a/5H+S/+8//f/oQDZ/5MAsACL/779RvuN+X/44PUN9Sjzx/Ea8szxQvKa8srzC/NZ8x7zMvNe8+v0uvhJ/QAE1wmoD7cTiBYqF74WWBVXElEOGwo9BosCzQDG/9T/PwBlASgD9gOYBMQEygP7A/gBWARuAoz+mwF+ATIDx/6gAfUAPv7mANH+PgGc/f0BPgFOAB4DmwFBA5L9TP7t+//4svf49ZX22vIW8h3wNfAz7iTut+5M7Yft/+tf7lbtJ/D49bL7jwMVC8sTkBdlG/Ycdxy0Gr4WxhN/DXUJ/wTyAvUAwf+IAXoAqQIzAncD/AJMAjwDrwF4AqsA1gG6ADEAiAEAABIBGv+j/x//Q/7W/v794/8V/8gAxADcAA4Aq/1r/e/5oflf9l30ZPJe75Duv+vi63fqS+oR6YnnnecB5pjnfOoz8lr7ugR1EboZ8x+RI2sm6yarIssgnxshFloPIAptB8wBvwCR/lH+wv4a//4Aaf9bAQgBGADU//P+7f+l/msAawDIAL8AFf88/1L9NP41/b79TP5q/vz/i/8JALP+XP2W+tj4uPZn9KTyIvB87o3sheuf6eroWOfe5lbl5uPI5Kjm1O6V9kwCHw+tGFQhgSSpKG4o4SYuJKEekhpfE5UPagrkBkQEnADwAJD/IgA1AFgA4/90/v3+5f1S/bT9AABrAEMBNwPMAYgBd//p/tf9Cf0m/QT9Zf59/tn/UP/W/iv9hvvg+aP36vWj8zjy7O9G7hbtvOrv6ITn/OV45THjYeS+5Crpm/Gq+S0H8g9TGacdYyEfJPAiaiP0HvUdCxgTFQ0SiA1EDRkIbQcIBckEwQJ1AIkAev3N/fb7D/x4+rz7A/4I/n4BPgGbAZwAIgD8/7P+wv6r/e/9NP6t/9n/hv/L/6X+Jf6s/DH8OPrZ9xX3JvXG8jrw/e2Q6n7oyuaX5HDjEOIU4mnlreop8hX71gFeBxEKyA3OEDgTsBWSFhUYjBfhGTEZBRmnGQEYNxj/FcQVtRF5DiMM7AcEBZcAq/0Q+4f6vfqA/Dr91/00/vr88PyT/BT8NPoW+mX65Prt+wT9A/4W/gf/Ff+b/pz9K/2B+yv5+/cD9ZvxLu4m7HjpCud95RPjsuEY35/hzOS86gn0SPknAHcD5gjEDFQQshP7FIoYyhgnHXAe/R+oIIwflSDnHQYcwRfyE60PhguyB1oCVf/t+xb6/vmc+Qz6F/nI+Xj6UvnI+YT4tvcL96j3Q/mv+Vr7RP1l/gf/egB6AC7/L/76/G76WPhC9k/zCfCg7UXryOh/5/3khOMv4OXgu+IK57bvkvVK/Iv/ZgU1CXANphHtE58XbRiUHIMetyBsIach2CFQILEd8RjSFXEQewyYCM8DB//K+4f6BPmN+a/5qvnl+dX6e/y3+zL77vqS+Z34efkB+wv7FPx6/Yf+h/4V/wf/0v1F/On6dPma9lP0dPF77y/ttuuz6WvoXuZv5FniEOKC5Wvo0vBH9k/8UwBdBPkJbAxSEugTHxgmGikcIB/vHighjB+MH2cdJhrqFroROA8lChUHbQM5/g/87/nC+gP66vnH+vj69vtY/CX+HP0j/OP7I/zy+wX87/0+/sf+sv+1AIH/3/4z/9f9YvzH+tz4EfaF8+bwWu567P3pdOg35uDkyuLW4OLioOSF6xfxhfe2/Mb/dAUnCGAOcBHRFtgZtxxfIJ8gpiJfIIsgVB2lGmEWbxLkDqQKKwmxA1UCg/3o+736kvmp+gD4dPk1+YL6H/sh/Vv+Yf14/tH+sv+l/icAWAAiAE4AawCXALf/awBk/2r+BfwH+pT30vQH8ovuP+wH6RTnpeRO40LhCODG4avjWuq272n2UPs+/hgExgaDDScRmxbgGkUdUyJxIRYkNSK8IIMenRkqF1gRGw5CCrIHJwRdAAf/WPyB+x/7pPoh+Q/4yfjY+Ef6I/wE/XD9pv34/vf/tQCIAccBiAFXAeoB0QFgAT4BBAC4/iH97vps+NH1QfOU76Dt2er/5zfmDeQo4qLekt+g4L7k4usM8pj4Y/svAQ0FeAoUEI8U+hlBHBkhtSLgI1UkEyIpIF8cgRj8Ex8PRgveBzYE3ABN/dT7EfpD+fn5CfnE+OP3V/m++a76ovz6/Dn+G/73/4kAbwFkAlEC/AJ9AjwDqQLBAj0CtQDZ/5L9hvsJ+Zr2mfNm8KjuWOul6NDlIuOD4Frdot5r33Tkk+v48Wf4hvuDAesELwqtD4UUQBmMG2QgHiEvI00jmCGRH2kbuBcWE4cObgp3B8YCugCD/c/77vo9+t/6vvlh+cT4g/kE+VD7Cvzd/Hr94f0TACwA5AL3AsoDEwTdA5ME8QOYBPcCGwJwACX+4/vJ+Mv2XvOm8F/u8ur159vkT+KS3zTch9zV3WjiGuqw8Of38/onAEQETQlVDwcTHRngGgwgwCFbIy4kmCHtIDIcvxlPFAoQzwtGB8QEtQBD/kv7rvrq+RH6A/oX+bD4evil+eD5Ffti/D/9R/4qAUEDAARSBXQFfgXrBGoFwwVXBdwEwANMAin/XP2k+or3ifT58Kjusupc6N/lu+J54AzdOtuX2zLeEeV/7JTzv/ge/AgBKwVBC0UQphUcGiMdYSLCI8olECXhImQgFhuKGNYSYA5qCoMF9wKC/g/8G/o1+ZL5Zvn0+cT4Nvj6+Ej5/vlt+/D8+f3Z/ygD9QS+BakGjAYuBuoFkAZuBm8FyQRjAyEB/f7J/Mj5X/ZP83Dw1+yQ6l3nB+X84aLe1tz32Src3d6p5ersFPOn+FX7MwJNBXYMnBHWFh8cAx/QJPwk1yZQJMgidR4wGlwWbBBJDaQGvgVdAL79wfsN+f755/eh+c743vdU92f4cPlW+g/8yP0AAAcClwUtB2wIuwfjB5kHLQeBBygHqQYXBV0ErgLcAKH9TPqV9sbymO9h7AHqmeY+5JXhXt7c23fZ3dou3XrjI+um8Br3Pfo6ABcFfAuXEQ0W6RtDH3wkNyXUJTgkMiF6HrAZzBYYERMNqgmSBWQC2v72+yb5cfjF9wD4u/cG99T3gfd0+aT63vs5/msAEANvBYkImAhxCDYIqAdoB70GgQfzBgwGyAWdBCkCLv+t+4r3cvNw8LPtqOow6Jrl1OK13+TcI9pK2rDbYOCO51HtcPTU9z/9bgKeB70OwRP1GfIcRCI4JIYkyySPIa4fGxtyGLwTzA4ZDNoGzwNrACf8EfpJ+Lb3C/dt9573fPfh+LT5Afs2/C/+DgDLAmoF7AcrCeEISAmdCHYIhAiOCGIITgiBBy4GGASDAWH9dPnW9aXxT+8O7IbqNucH5UXij95M3DzZndoI3FTi2+gF7wP1dvhy/0oDLwoeEDYV/ho/HqojJCQUJbQj1CCwHqIZAheJEeYNkgl+BcYCCf3P+0X4cvej92T2sPhG97/4IPqW+iP8tvy8/yoB7APkBqIIGworCcMJzghiCBwJnQjwCNMIdgiaBnAEbwGd/En4sPQS8eTtResD6bjleuOW4EHdXdq+1/LZq9uK4jnpBe8w9c74iQCdBIAMqxG9Fywdsx8BJQwkdiVOIikgOx1oGLAVhRDnDEoIagUDASv98/oJ+R34bfdo9+f3Lfci+Or5/vnK+yH92f/bAXUEhgcmCfQJcAmXCfAIEgm+CSUKAwp+CfoI7gZEBOEAhfxx+Hr0kfH47ZjrFuku5U7jyt5R3JHYkte32e/b4ePg6JLwzvRl+qYAqwSADJkQIxgqG4YgaSTzI0UlcSFuIOQbCxgsFcsP6AtLB5MEtQB1/YH7MPln+F73s/bZ91T3bPgD+m76rPyS/VcBKAN+BSwI9QibCt0IJQpmCaoJAwoMCr0KPwnOCFEG2QOa/8z+u/d+8YHui+qT5/vinuIB3uLawtiD1xfXvtts407s4vOz+oQANwPvCQsLfxGxFJkYKhsDG2setBpfHFMZIBepEwYQJQ4ZCFsG9wKXABv+dvye+4f6DPoQ+x/7dvwJ/fr88/4I/okASAHsAxsGJAd1CXkJRwpiCDoJxAhTCMkIyQjdCAYHeAajA+3/Rvto9y3zFO/57OPq4Ojx5pLkruHO3r/aotpB2dDdPuS97fn5JwDpCgUMFQ8uD7YQiRUAFWAbaxq3HGsaGxffE0AMHAn3AtEBt/9L/6sAMQDWAToAS/+W/l38MP36/ML+0gDwAMUDxQMNBb8EYQW5BQQF2QeoB1sKPQpQC7cLDAr5CbcHfAcYBHIDVwFg/hn8bffh9LHvSewb6RnnX+Us48/iDeBs3mfaJtvq26/gQOsF9KkCfgkXEtkUhBVLGEcXFB2FHY8hHyArHkgaXRH3CxYCOv3799r2F/lM+lL92v7l/TT+bfvK+7H8Dv0yA8oDhAgPCEUImQdEBIkEywJ0BaAFlwkLC/ILXQyRCqoJ1QZpBmEF3AQKBPwCEgGM/ur5pfWw8ATsyOg35tXl8ON6417ioOC23tPaQNqg3BTis+2l+fEHsBFuF2Eaoxh7GZUXmxvNHjYhLSFlGzAW8woVA4z67/V19ET0Ufqs/E4AnABa/y7/8vtM/jEA1ANOCEIKKw2NCegHUwQ+AeEA8wEbBvMG+ArQCoEL6gnUB88HIQXuBjMGUAf0BXcDYgCW+kH3ZfG97UbqTuc35n7kteN44ZvglN793IrabNqX35XlsPRbARIODBdOGVEbghdAGb8ZZx1/InQjKCE8GPgOcwIR+vvzM/Kd9Eb3Yf0L/5cA+P7O/AT9XP3GArgGsgsHDy8OSwuVBjgC1v4N/n8AhAQaB24KCAqqCRQI0AZACLsHQgqzCv0KBAmiBJ7/IPqb9Zbxp+8d7FXqBubn4sfgM92f3XncdNxa3XfZ5Nx34hjsIf1tB4wXaRsEHowfYBsaIHUeriT/JmkkhhxRDtsBUfaX8NnuMvNc9fz6T/zi/J384fgE/Rv+PQYTDQYQ8xJGD+gLDQUcAaYAd/9VAqoFrQd8B7AEygMeA9QDRQiGC0MOjA4pC5MIFQNM/vj66/jm+Or1SvMM7srmZOEa3WrcM92t3cfgcN9P3iPa+NgF47Hrz//WDvoZLiBnHc0euhl3HG4gxiRtKU8lyBpzCpn7Q/GR7S3v9PVN+Rz9kv3H+uX5vPYw/TQBKQs8FIYTXhT7C0sHnACH/vMBRwIWBqQGCwcjA8H/PP8HAtoGCQ3hEUkRVg7zBsADzP4w/b79v/xE/Xf38/GE55rho92X28zg8uGT43Phot7/2l7Vrtil5PzyuAasFGAb2B2BGBgZCRoWH8QmHSrZLf0jvBPVAuLziu/A7xr3GP2X/Rn89/YA9Cz0/fVt/7kJMw+TFdIRjgw8B1cBOwROBF0IHwvLBhIFVwFp/2T/AwHECKcM8g9dEcoLlQamAJwAeAKvAecDIgBW+qzz++pz5SnhR+GP4qXk/+Mp4a3dQNp32VjW+tqy5pnz9QTQD34WjBe2FGcZeBubI48pOiu4LMAhyxNVArb30fWq9a379P09+u/1tfBg8Q31XPnwBK4KZA+6ESkLJwhtAzYEgQcrCQ4NMQjaAsH/a/1k/1IBPAcoDOoNOA/VCigHPwQQA/kF8Aj/CGgDYf1j98Pw4uup6ebn7OYt5ifjgeHb3Bjb9Ntv3OLehdoq4C7q2vZHBjkOfRdDFjcYCh38IOwlwycXKwwo0x1bDo4AJ/gt99737fte+3n1H/KS8IP1FPg5/pcFnAneC2YN/QpnCJ4HdweODMwKPQrbBeABfQKkAoEHEAeJCLkJvglWClMIXwZIBTUF9wbBBmABiP3k9iz0SPHk7WLr1uRS5EzhJuAc4A3cCd9a3XzdWt2v11Lkau3B/1oPZhFwGm4TSxgnHfEhwyvZKZ4t5yUFFYwGXPnn9xv6Rvt1AAD4VvGC7Y3si/Zh+UYDMQi4CrwL6AdoBygHfwhFDJ0QPw3bCTMCHwJ4AtcEJQpYCB8LigfjBwUI5gQBB0cGrQfsBzwDbf/g+cH25fWy8nrwt+om5DvjF+D5323ipt+e4g7fvN1O227ULeI47iwAfQ5ZEGcVKg7uEuMc8CK+L1IvEy8XJ24TeAbS+cH7DQG/ADwDEPew7AnoR+k39w79TAa0CfYH5AaQ/5QD0QX7CyQT5RIwEdAGhAB0AX8EbAynEJYOdgz/BB4DBwIjA3YIQQepCjMG/gBK/Cn2Dfl/+F34YvT26p/l/t8z4UHiK+Q95XPhn+Hs2vfZutb62gLuz/vkCuoNTwz6DA4NPxqcJu0tmDL6KjEmxRiYCAEDLv9ZB28Fz/+w+FzoAeYW6er1/ALKA5IFUgGy/8L+iQD4CgYQxRTLE0wOWQfz/mkCswpTEcsT9A2dCOoB8v9oA+QGCwvECF4HPAMv/hX7HPlU/Hb80vlK8+npIOUL4hLkqugQ5kbmO96o3cLcN9lT3+PZ5eh2867+vwibBcgNjA7eGCwmNipLLakoOCQNI1QU9Qx0BcUD8wYP/FD7s+1/54jsdPENATz/A/65/Vf5cwJrAOMHdhAlDpQURQy8Cz0GswJsEBcSIBcVD/QFaQbj/5UGfwi3B4YHfwByA4L+cvvi/An5/v19+ib1Z++a5f/nEOZh6MLppOH84fTbp94e4lDdueC32VjnUvUs/GgLQQffDsMRyxd6JlsjeirLKCcmoSY9EykLcwLlAYEHnfxy+wLuIues7zPyvwDn/Ln5YP4d+PAE1gEBB5IRdwuEFVALowvMCm8FSBaVE8oUNQ1IAe4G6gE6CdoKDgSuBhT8OP+u/pb6Vf+h+VD/Q/n67yTuiORV6mfrLOun60nfWuFv3MXeUOZE39fjcdoC5XvzP/kRCjcHsg/+EWgU8CJ/Inwp3CrXJj0o4xMqCr8EUQIICq/9J/ww8BTnMu+18If+E/0J+Yf+fvk9ArcCjgT8D4oMgBTzDmcMkQ7sB9kUhBUoFIgNMgMFCMQEmQcJCbkBqgGu+if8Lv+C+uT+rvoh/dv5l/Dh8Kjq3u4o76bsPOrQ4evfUOHx4mfnG+W04EXed9ke60L2MgOFDAgKDxAoDK4XASHEJr8unim5JywdZwyMBgoEzQkoB5j8nvfq6Ovnou9Z9xIBgPyB+xr7yPkuAp4DngsDEk8QQhO/DAMO/wxgDrMXtxP8D5UGlgElBpcFMQg+BXj+p/yY+Mn8Zf4m/e7+aPvj+6D19u9x7wXvNPEy7xXq2uV/36rg0OVW5TnpW+BY31Lb6dxz8qj7jQnuCpgI+wuFDCUbeSd4LDMx9SZ2IbAVXwYOCZQH1w2qBaj3OvD74lrqxfON/agDAfvY+CP3x/rdA1UHLRCwEUgOThG2DDkOARANEioXcBFDDowGGQOoB5UGFQdDAbj6uvhY+FH+hv+W/lf9f/gA+Cb1Z/Q69ALyt/Kg7enpEOar44Llf+eR6ePmcuL03w7fFd0q6fH3MQDlBScEkwihCfEUhyO2KUstBiUQINYaDRKxDNoK8gvpBkL6E/RW7c7rJ/QB+xECifzu9pT32vrnA5kHvwxPEJINfw1cDZsOuxCZEM8U7hK7DAYHBwJRBqQG0wQWAu37ofn1+Mn8SQDR/kf+XvuS+fr46vXD9fHzt/Ls7wDr2+gK50vme+db6RrmxOPo4TngvOFw3/jtIfksANAGGQNQC6wMvhq+JwAq9SroIBIfpxlPENgM0gk6CTEEV/lX9dHtsu4a90T9QgLW+U74zflb/u4GeQmKDFQMOwxvDssPExE1EZ8PeRIfD5kLVgbxA1AHvwRwBNr+6vmd+Ij5H//IANb+J/zm+Hj6BPme9633p/Pg8RruZuz76pPnJuid56HoiuaJ4zPlHuI744PgkekQ9zb81wTcBJsKkg3OFbUiUya1Jg4iZR8ZHXgTtgweDFYK+wf6/Hr49/I275n3RfzbAUv7tvfL+mb97wXLBqoJOg08CwkNCA4QD4UQzA7qEqgPZQoWBiQC7Ae0BY8Dbf9H+sv62vpf/7L/Uv07/PT5Y/uv+Ub32vZr9N/yOvBc7FDqa+hC6eTpsOcv6VfkCudX5BblzuPj4UT02Ph1BDEEvwQ9CuIM/x24I80m7iPiHSYeRhhxEKAOkAsxDAAEd/vU9+LvvvVV+zkBi//e96f4ZfpHAhEGZAbSCXEIxAiCDnIPDhHHDu4O7Q/KC3gKHweUB/MGRARlAVT88/oU/Kb9cABW/pb6zvg7+KT6nPlx+Aj1yPBJ8CDtb+1P657qS+o16G3q8OdY54Po9uaN6CzjLeZj8/D4MgNZA70GyAkbDokd5yGnJV0i9R3lHj4WJRIBEL4NXA1uAgT9HfiK83n5r/21ADH8KPfS+W37kQEOBGEFjwfeB2AKCQ1gDr0O3w7oD5APCgz5Cb8IXAlQBwED7f/1/KL8+f2b/rn9NPoS+b75ufml+dT3Bvc+9TjyP/BG7pzsiOzD7D/sAOt96UHqSOgU66znGecc5APk/PLw+H4BB/8LA5UGtwuNGt4gjCMkIF0djh1xGUwT8xIYEe0PvgUg/gb79/bZ++n+XQDj+yv1j/cV++EAUQKQAjwD2QNYCLwLPQ+MDjIQHw8fD2oO8wobCh0IugjEBCwA6/ze+/T9GP3O/Df7CvjJ+Kr5Kfsl+m72sPSg8bTxse8t7/jtjO3h7Cnq1Oqy6jvr7eod7HHnR+VD4OfrLfdF/FsBIf3iA6UFrhMIH+chSiFGHCse4h1LGKYVQRS/EY4M6gGL/1r7kfrf/kb/ff4C9qX1R/ql/sIB7f+hADgCYwd9CvMOPQ8gDhcOKg6UEMkMaAsQC9sJywbL/9r+Av+Q/xX/svt9+lD3GPgQ+637ofnh9An0LPQ58XDwou9e7zbvfO4b7aLrxOs97lHtau376q7lR+VD5BryO/iH+lD74vw2BM4IBhjEHXAe/RtfHN4gFB0KGY0WGBX/EM4IhQMNAQj+cP3t/6j/G/pq9Vz5RP1G/8L+b/64/mABoAUMCl8PGQyTDJMMcg85Dh0NdA5mCSEJRAQMAuEA2v4p/878N/u5+Y/3l/n++Rb6UvkS9UT0/PIf8hDzofAh8Zvt+ewk7m/tZvDp7RXuo+pW6XbnC+ZG5mXxVvYd+Hr4P/lBA+kGchgbG8cbTBsKGUki5x2cGlYXLRTVEy8KWwZyA2n/jgBbAdYBsvtL92766/yg/tP8svsq/jEAhAQKCHwLGgvNCcMNVQ8gDh0NBA1QC6kG+QU8A/MBPwBb/rb8XPnq+fD4bfsf+/D4UPc29PHzz/N28+3y8PAE8N7u3u6s77fu3e+K7w3tUe3V6eTpz+Z85oPxx/Hp9v/0IPo9At8GThX/FeQX/BeHG+chJh66GbkWkxW7FPkNwwlQB5ACPAP8AmUBRfzO+B78df0Y/U35Jvkn/Cr+2gJJBLIHeQkXCSYN/wy+DYUMdQ1bDugH2wVPA4UD1QLM/ib9gvpW+ob7rvr++Zn3Efa09RL1a/Rf8qPz+fDX8Ozviu9S8SLwTPKd75vtuO2268nrOuhe5uzvGPBF81TzqPdt/+4BBBESEjIUCBZFGR4hCxwKGRoYrhcqFzIQIQ19ChsGeAYbBnoEDv1B+6X+RP2x/BT4ovjp+vz6MQDzAfAEVgYlBrYMUAtoC1wNqAsYDcoHMQiaBl4D9gNy/97/Nf0j/BP91frL+n/4QPhz9uH0R/aJ9J7z8/F18Crxh/Fk8kfyJfEO8CPv/O6B7qjqzOmy5oLtXfA18NjzRfPS/Rr/+QkBEAIPehVuF0QeTBu9F24bjhk7GW0U6Q4qDogJ+QkrCRYGIQED/vf/G/49+rD4IvjC+oz6Hvwk/2n/iQSiBFwJawnOCI4MJAtADNgIYwcPCCAGbwWpArL/Ff/l/aD+1/3H+hX7sPhj94H3afZh9R7zWPRk8uXxFvIW8njyRPB58Qrvxe897nHrZuye5gTsEO5G7iXxF/El+ob7LASoC20LsBF2FGsalxrnGKQbOhpsGY0WuRLnED4O9Qz7C3sI9QS9AVoCi/+2/Cr6Cfnv+fX4QvrK+4P9Ff9kAiIEaAfTBKEJFQuTCOAJVQcJCf8E7wVIBesAEgEqATEARv9m/TX9C/sl+jT6Mve792X1w/Vw9C3zMvM98kXzDPK98c3w4u/n7xLtVu2Q6jroFe5X7Mvucu4j82L4EPtCBlUHNwvHDqUSqRdlFpQYZhojGCMYRBUbEz4SaQ8GEHUNggrZBw0F3AThAP3+dvzH+hH6Evl4+tX64vxl/q3/BwIoA/YDcgdfBiQHAgZhBUwGPwTrBHMCWgJzApYBZQE1APP+m/5X/fX8vPuh+er5aPfQ9mX1YvQm9afzBfTW8QzyA/GE8DXwqe2z7cfpu+v76pjrJuxB7jb0MPW2/JD/CwMFCPcLOhHBE9kU4BZMF+oWeBfOFVMV8xKIEpIR2Q8dDagLIArQBv8EcAAV/wX89vuj+676fPsL+8n8pf4vAU0BygPFA44EpgRTBL4FBQQsBAsDeAK5Ae4B8gJHAqoBSAFJAPP+dP4r/SP8gvqY+MX3GvdM9g31ifRo833yafIc8brwkO4p7uLrKep86g7o+Ol36o/vZfF/9CD6rfsMApsFUAtLD5IRHhSTFTQWfhbvFv0WEhZjFAAVBxPrEZ0Qcg9SDXAJeAZBA7QBC/91/br8Xvtt+wr8pv0V/1X/EgFCAkEDIwPyAqIENwOzAikCFwFqAWUBlQI4ApEBAwGwAIkAPwBG/7b81Psv+rr48fcG97T1a/Ss8+3y2/E08cjwXu+f7jDsUOqI6Lbm0+cJ6IXro+518AL24fhH/hkDmQc/DVkQPBS1FYcXaBitGDsZFRgbF9cVExWZFIMSRBHHDksLYgi6BNACaf81/ZD7NPpp+gf6Vfud/H79h/7+AE0B8wFoA3cDogTVAqkCggIRAvcCvAIABJACDALGAv0BdAHe/4z+sfz4+iD6Xfh89zj2OvTi8zjyuPEq8SLwRPCL7mrtCus96TDoreYS6IPoxOs771vxKPf++Vr/qwSTCIIOBBGsFCYWbhcxGVkYFBmkF8MW8BWAFEUUsBGdEKsNcwrsB14D0QFl/iP8nvvb+c35/vnz+mL8Sf1a/44AAwGCAlQDXQSUA48DlAOpAooDRgPUA+cD1QK7AyMD8wE5AaP/Uf6F/EH7ZvmE+DL3dPXD9cXzAPQt88LxlfLI8FjwkO5R7SzraunY56jmYeiD6MftZvB782f45PoNAZME+QkCD+IQrBTEFYcXWRiuF3cYMxduF10VChUZFB0R9hDYDGUKswakAr0B6v1d/Ab7qvn4+mD6v/xr/Vb+XQDy/9oClQItA7sD8gJPAwcCFQO8ArwCjwPkAucDMgOpAoICiQDe/7n9D/zV+iH5evgf95r21vUI9ZP07PMZ84vyH/I58V7vgu326lbpWOfo5rnolula7v/vP/Sn+Av7mwFYBLkJIA62EHsUuxQRF8sXyxfPGP0WeBeJFaEVqBQcEroRxAx8C2MH7ANaAtL9a/13+yn7i/sp+2H96/yH/tT/7f/9AfkA8wEfAg0BfQIcAeABvQEIASMDTAKoAy0DvAKVAhMA7f+r/XH8gfuh+XD5Yvjn9/v36fZ99sP1//RO9DLzn/Is8IvuUuxg6ZzolOZs5z/o3uqF7znxUfb/+A79twKNBbcLlg6EEXsUOxUaGOQXoxjFGN8XLRiIFmEWNxRlEnYQTwwbCn4FbQPrAAj+pv1L++37gfs7/K/9Dv3W/vP+gf/wAIQAiAE5AeEAoQC6AFsBeQFuAngCPAPfAsYC8gKbAQ0BPP96/Y78/Po0+nn5Z/js99X2G/Y09Yn0xfPM8X7xO+9W7c7r7+i6573laOZd57Lqle4D8SX2ifjI/UICAgZnDNEOxxIYFfUVchhLGM4ZzxhyGDIY0hXlFvwTfhIeEI4MEQqNBRgEvwAD/t38bfuZ+yn7z/uY/Kz8CP5b/lX/hABEACYBiQCrAMgAYgB+AXQBAgIbApoCTwOpAoICwgE/ACn/r/2//Hz7Pfrl+cT4hPgA+Mr3AfcH9o31Z/QO9BTzzfDe7mHsbulc6J7mBecw6HzqAe/X8Ln16/hx/FUCHAUyC30OqxFjFLoVKBhfF04ZmRhGGIUYSBbgFi0UjBIEEY4MRwoWBqgDFwEl/tL9mfsA/J77Rvvw/HH8Pv4q/hr/SQD3//UAEwADAR0AHQBIAXAA2wFpAp8CQQP3AsYCgwESAeP/YP5J/Yv7Bvt0+Wv5jvgt95X2UvWw9LHzn/I08dPvW+2O64fpe+fk5TfmO+dg6UbuOvDr9Fj46PsHAuYErQszD00SdRXwFSwZchgrGp0ZBhiyGPAVkhbAFHQSoREEDdUKNwciBLkBL/4N/r36C/s8+5r6SvxY/Ij9+f1t/7f/ZgAXAboAxABYAH8AdQDEANEBEQKkAhAD2gIZA1oClgG1AHL/+f0O/Rn8gvpM+hf5sPhn+H325PYr9UT0p/Ma8s3wPe4/7O/oyedp5ULlAOeD6Eztye+P84/3N/v+AGcEhwqMDg4R7BSJFYUYaBidGWcZQRgiGW8WMxeOFVATEhIvDjcLYwewBCQCEP/X/ZD7+Prp+r36CvzB+0T9uf24/rz/fP+hAPf/wf+j/xgALADEAK8B4AEGA3IDrAOUA1kDVQJDAVgAPv5w/fb7vfpl+gn5+vit90H3ZPa19HX0kPJz8mPvJe0x64TnIuc05OTltuZR6XzuDvCD9R34g/0pAiUG8AxkD24TwBSWFiwZihhDGhgZ9hgaGJIWKhceFHMTNxBrDWAKtAUiBIQAlv5i/B/7qfoD+vj6JPtP/Dr9kv2z/sL+sv/o/y7/t//u/qP/z/9OAHkBZQEQA7cCXgPiA5oCkAIIAdn/NP41/UX8+Pru+lz54fgn+Eb3FvYm9Xr0KfLz8dTukuxG6jbnH+bJ4y7lPOYa6tHtWPB+9Rj4pv0bAqQGhQxuD4ETmRQRFyIZlBiDGh0ZjhloGDgXghdjFAYUjxDDDUcKBwaTBHoA+P6F/CT7Mvsv+pn7Rvt2/Mn8g/3u/oz+6P9t/3z/sv8k/wAA6P8+AaoBzAHsAzcDMQQTBGgDEAPXAJcAav5+/d38Y/s8+435F/ld+N/2M/bJ9IDzJPKm8CnuxOs96Sfn0OVl5Knl++Za6rzuUvER9lz5/v0VAwEHJg2yD5UTNhUuF2wZzxicGrsYRRluFxsXlhayEyQTbg+cDfAIZgWPA+3/Zf5d/IH7y/r5+a37QPzE/Dr9tP18/3z/6P9TABMA1P/e//z/WAANAXQB6AItAywE9gPnA3cD7gFIAfP+qf4e/N77aPuI+fn5tvcP+Pf2UvW19M/z0fG18HLuouu46cXm4Og35vDn2Oe/63nxc/LS+Qb79/+zAv4JLw7tD30TKBS0FowXiRmVF3gXBhiYFfoVphUsEdMQZg1/DSAGSgMoA3T+fv1W+hn81PdW+uP7Mfwn/Pr8d/8mAb8AxwFVAoMBwAPCAdwEVwF/BHoEZwQqBtkD0AZKA1kDQwEOADr9k/yz+jr5BfgR9rz2o/N69NbxjPE68DDwH+7l7FTrK+jo5vrjbuls5+7pMOiV7n32rfc9AnkBTgipCpESnhjGF84ZZhqWH8cbbhv0GgEYvxW2FGASAg8mDeYIzwe9AbP++Pp2+LT5t/Lm9M70M/af9g35Tf0B+5D/OALKA0oDQgbQBtYFmgb7B20HzwcdCFUH+gi9BgUI/QU7BBECS/+a/6j7oflY+G/1OfUj8/fyEfKi77XwAe8y7wfu0e3+7E/rgukE6EzlhebM7TbrVe6A6+D1HP2/ACUKXgeuDiIRvhoEHpcaERs2HT4foh1GGGQXYRb5EacQ8gvEDD4FewPlAdv5a/mm9AX4rPNg8XbzyfTE+Of3r/12/McBPQJcBWcIuAbICVUH7wmzCqwIkgkSCXcH8QeCBrIHxAQHArAA6v0w/e/5P/mp9sDzyvO48YHyl/Be7zDwAu6y7hruxe+m7GfrLOuc6PnoNuO18CrtuvC18M3wvwDf/vkNHwvSDQgSpRaiIWYe8BkWG/gbbx9hGgAVbBXDDacQIwxVC0MF/f7gAb360vk+9TH0Qfcf8mL00fW1+Cv9MP0XAeABvALsB+8JmwroBxAHlgqWCpIJrQcwBREGfgUQBwUEHAEp/9L9m/59+qv48PQ09djzVfID8cnv7O9f7qvwIO3H7S/tru2K78josetQ5qTlxu4Z7yH1ZvDp8Xr9ZP9WDjMPJQ5kEz0TASEKISwdZRvuF3YdOBtzF9UTZwwUDGAKxgsgBq/9w/0l+iT76fbh9Nb1/fGF9xz52/lS/aL8uwMSBQIGTQnaBvgKLwp3C/gKfAdxCIMFbQcSBdUCXwKB/78Al/0c/Qf6EPfj96v0ofQM8r/wU/B775TvwO+37qju8e/G7iHxTO327zvrI+uZ6tXpI/PN8Bj4C/OW+t/+5gSSEekOsRSbEgsYOR8nHZceVxrAGB0ZLBUWFyMQ/Qq5CVUHCQlSAan+jf3r+Jn7tvfe+xX3cve8+8L64QBm/dkDBQRTBCII0AZCCukGIAbJCOUF1Qa1BPcC/QGa/5EBlf+4/oX8MfhW+jL3GveO9LrwavGV7lvxP/A777fux+1E8D7x3PBf8vfuL/HD7ETwA+1V7sn0U/Dw/Cz0gf+M/okETxBfC1YXbxIHFxYbthjZHPYY1RezF/4R9hTfDvsLXwv3BkQJSQSPA/gB5/yDAdP82v76/Iz6BABi/BsCPwCa//wC6wAMBroEbATRBdsBFwVeAx4DaQIL/4b/sfzE/In8kfrb+cv2AvbX9PLyMvPS8PHvou/x71jwMu9W8ZTvFvKF867ydfQH8ufzxfML8zT1tfCI9Tf3QPiG/0H7HgMnAJgI7AycDQsUlBD5FooUYxhfF3QWjRYZFIkVRxMyEDQO0wx9Dt0MxwqhCTEEGASeA8UDQQNc/bf/Jv1G/2oB3P0mASP8lwDe/zEAFwHB+3T+VPyI/SP81vm5+Z/2u/cj90L2YfXo8jr0hvLO9I/z3fPn89DytfQx9OT2MPXa9gL2qPcY+LX4r/lX+QP6Uvnp+nj6gfsM+tn75/zp/rQBfQJHBsgFyQySDWoSExW7EEIX0hH3F7ITwBRcFr8MiBKbCuIMJAvuBiMMNwN8B6gDjAF5BVD/ZwQEAFD/Kv6a+rT9zfkL+wP61PdD+Yf20/hQ90D4Q/ki+Bv6Gvd2+Mv2Mvf/+Nz4ffpn+Ov4cvd2+Az6pfnQ+hf52Pih+Sr6N/sM+m76y/p9+vL7i/sf+3v8fPsu/7f/mv95AS/+EwSG/yQCfwRvAb0GMgO0BT8EtQRBB2YFYQl2CMEGXAmeBxsKpwiHCswKBgcRCoIGtQjLBgUIYwf3BoYHngP/BFQD6wSoAzsE/QFrAO3/uf1p/4j9yP1K/GP7x/rg+ZH6h/ob+n75Zfpm+ZH6KvqC+pr6mft2/E/8Zv0L+xn8wfts/En9//zv/ev8p/x7/KP7Mfxs/K37zf0s/Dr9Zv2I/cP9+f18/8z+XQDG/z4B/P+LAv4AxACMAcv/NQDNABsCVf9MAhYCTAJ6BKwDjwP3AiQC6wQZA/AEMAVwBNYFYwPUA18CbwU8A9sF6AInBNYBPQIhBff/XQS4/t7/K/2G/4X84/+r/W/+O/xU/N7/UvniA2b5SAHQ+oL+CP49+rUEiPkjA5z9awBV/2H9qQIj/HcDFf/k/kb/+f0AAFL9pQF0/icAaf/p/g4Ad/+/AAf/BAC9/hz94vwdAMj98v+lAUQAfwAk/zT+jP7z/mH91P+OANsBUwBkAn8ARACbAc39KQI+/nkBJgGrAK4CKf+VAk4A0gBYAE0BZQGcAJcA/QFqAd8C5gASAdwAsfyL/5X/GwJx/JsB0v1v/tACg/3UA1L9sv8N/tT/Qf+R/rMCEP8VA04A3QOrAOUBTAI/AEYDJf5DAXAAKQLU/8z+lgHC+qX+/f7+ALL/NAGQAjn+XwKi/DEAIP4L/wQA5f3QAvT9DgBf/8P99P0Y/Sn/Yf28/6n+wf+i/FD/OgC+/XQBa/1tAyH9hgLf/kQA8ADI/ZUCFfufAnL7AgI0/kv/+AGS/SQCoP4dAGr+lgGS/aoBRACzAhsCQwHOBCcAmQNl/ucDQ/7mAIYCaf9OBFL9PQI6/esAa/2V/y0DUP8ZA+YAzwOH/tn/ZgB0/uX9qAOp/q4CrwG3/zgCgf/QAk35YgCY+Dn+gPzC/swBZv0+BWb9tAHn/O3/+/sIAYQAi/8MAlr/pALY/OQCXvvCARL+6v1IASb9WQOz/okE1P/zAYb/iAFV/2b96gEA/HQFLABfAqkC+f00ASD+B/+u/ir+kP8L/57/vP/hANIAoQCuAswBJwC9AeABEgFPA5AC4gNTAKABi/9q/pX/NvxqAYH/pAK5/eEAfgGc/QsDRP1aAlr7+f00/jj63/6L+6kCIgDo/x0Azf2W/h78X/9M/pX/swK7Ax4DQQNiAAMB8/6y+10Ay/q5AUMBDQGiBH4BmwGL+zn+r/l++f3+GfyuAmIAJQYmAej/HQTF+64CvP8SBWoB8ATsA2sAqQJA/AkA6/y5AeP/aQIpAhr/PwCT/Af/qfrR/icAQwFjA2IA+AEu/xMAuvwq/v79lwCgAdEBRwLj/64Crv6/AAn9/f5v/r3+fwCV/xgAsAAiAMf+uP5X/cQAdf3gARX/HQA/AB0AhAA//TP/6/w8/yYBAwEcAbYDvf4NAfX8o/+N/cz+XgN1/boEgv5uAif8HAGt/0T9mATp/jkF6P+KA6/91v40Afn54AGj/yQCDAL4AQUEd/vR/qP7ePoj/HD9UgH5ACEF5QGXAIb/3fyL+2/+EAO2AyAGIQlSBZoClgGd/N77Q/7Z+2D+uQHHAaoBdAEtA9z9Jv1J/b75uvhP/Jn7m/59AqwDiQAABOIDKv5CAjUAGwKcAGQGmwHMAXAEEwBm/TP/kf5z+ioBbf8OAG/+VAMh/Zf96v2v+dr6K/3t/5X/hwb8AkcGWATdA+YAjgAWAin/kQEDAfkAkf4a/0f+yvs1/RL+I/xiAGr+P/0EAF0AQf96AG4CCAH+AEICwf/L/+YA+vwCAjEA/AL3AkIC4AEu/57/4f2s/Jv+1wA//fYDPP+IAWr+zP5+/b/47gFN+QICoQAfAnoE0QENBT/9HwJa+zj/6P9qAVcFxQPkBsH/HAH6+Dv4//jb+eT+LQMACG0D/QUGAzH8C/u8+9r6cP0RAn4FcwYUCK0HtQCqAUj5MPlJ+Jj8FQOj//4JrwGaAs39Qvqp+iP35AIj/DIHAQcHBoEHUwB6BGT2w/2r+Pn5w/2I/bQF7gEuBoH/bwG2/D36T/wY/ToAjgAzBicEAQNfAsP9K/1U/B/7IP4TAJcAwQKhAGkCegAq/rQBSf1a/8j9x/5q/k39awDH/usAPwAIAcv/h/68/1H+gv40AS7/CgQDAaEAhQNV/+kGGADbBcH/zvwp/1/2PP8L+5UCmQOoA84EZ/yu/mf49Pno+3UA1QKsAxcJDQWeB08D7AMAAA79O/zg+U399vtmAGoBqgHSAFX/vP8Z/P/8YP4S/k4A+f2zAsv/GQMpAmgDiQSJAGgDG/4qAe/5ZP+C/t/+jAG8/00Fs/6LAgj+9fxA/I35Jv0f+23/4/+3AuQC0ALQAqoBUQLcAGABFgINAboAy/99/lD/NPpM/uj7av7+/YgBswIhAV0E9QC8Aqz8twKT/K4C3ADEAPsDxv87BGz8ywLw/AAAx/4EAC8BuP4CAtf9cAA7/PAAcP04/8v/x/6vAV//pgR/AOcDeAIiADEAZ/yH/mD6A/5L/0QA1QLqAW4Caf9k/2z8mfuJ/Kb9uP4dAAoEiAFTBC0DPQKcAEH//P+n/FIBJf4CAlsBYgAYAJ7/OgDP+5r/GfwQ/9r+iQC0AXkBiwLa/jgCfv19/tz9Av8TAP3+3QNIAUYDAgJIAcH/b/6M/oj91v6a/5YB+QCAA28BLwG6ADn+b/5K/B//hfyG/5MA5gCGAgAA3QM5/noAhfye+1b+FPxpAgQAMgeQAl4DiwI//Vb+qPs+ARv+9wLgAV4DDQHIALT9+fkv/mb5lv57/K4Cz/9RAjYECP74ATb8UwDF+wMBEgF3A5kHrAM8B9wAzwMP/Fb+S/ty+9f96PtMAmX+dwOmAL0BJf5l/sr7Z/w4/yv9jwPbAcMF+QAtA0b/zf0m/e763P0E/Z8CMQAzBjcDdAU5AWYAkP86+QL/FvoJAIL+CwOuApUCMgOc/T8Abfth/Ub7a/1b/k4Az/84AoICSQB4Ap7/7QJ9/t0DZgB7A3MCsAABA7n9vQFX+WsAkPsV/1gAzQBeAzr9HgNb+pL9cvuD/bP+JgGlBUcCSwdPAx8CkAKgAXUAqf4DAVH+iP3t/9f9q/0m/X3+RP3N/Uv/w/0p/0QACQCj/5UCLwG0AW0DnwIbArP+egAI/kn92f/L/xECJgE2BAMBwgF8/1r7Yf0Q+9j87fvXAFX/BwKgAcYCuQEL/yEB3vvB//D8KgEf/zIDqQJpAvsDJgHHAUn9egCo+yn/4vxiANT/xgILA24CowOz/rkBx/qo/6j7EP8C/2YASQRvAeYEWwE+AVH+ev3H+lj8GP3f/lcB4QQqBqIEEgVgATr9vfr4+q/5nfzW/lECEAPWBawDrgIhAdH+FPz6/C7/GfwbAgwC8AS8AqIEtQBg/tf9x/oy+3z7Ov3v/cEC6AKFA8sCBAVp/38A7v5B/1T8hv96AO7+mwU8/8gFtQD7A2H9+P7H/s35Rv8n/EICg/1nBCYBrwGwAMv/g/2s/ML+Kfs6ACT/IQFEAJkDi/86AGn/wf8J/en+LwHp/sYCagEgBu4B8QNqAYv/A/72++v8lPtE/Rz9h/41AFMAeQGQAsH/rwH0/YH/TP48/7UAuQGOBAcCQgZgAWQC1P/R/tj8bPxP/CP82f8D/ncDLABsBCT/TQH9/nf7ev3B+xwB2PxnBKkCgAOlAcYCH/+l/qj/HP2cAKP/HQRdAFIFqgGcACT/E/3e+8740v2Z+/79OAJKAzEEfgUcBR4DkwAEAFj80/y6/Cz8TP7R/v4Az//8AtsB9/86AAf/Kv5U/OsAawC0AQAEEwQtA7QB9QDS/d/+k/wh/c78+f2s/LT9ugDu/n8AkQGCAgv/wgFYAPAAQwEbAkICNAGJBIH/DALa/q7+gfvw/In8gvpYAH79MgMdALsDTQHG/ycA1/1dAAT9jAEAAFME5ALhBFgE5AL4ATn+AADk+uL8VvoI/jL7gv4D/jP/cAD0/dUC1/3WAbP+bgJk/8cBSAGqAb8EWwGiBNT/7QIw/W3/Dv06/er9tvzcAAT9DALI/ZwACP6W/lb+MP05Afz/qANyA/0F5ALAAw0BOP8Y/TD9MP07/MH/Fv6gAfAAXwLbAdIAFwGI/YL+Nf12/N38vf4/AKYAwQIHAtAC/QHCAaYA0gCQAuEAngPgAWMDBACv/SH9XPk9+n750v2i/I4A5gBKA20DuQF0AScAyADT/L8AcACrAOUB1wR/BLcCjwNdAEf+6v0s/Kz8fPsp/xT8Rv8MApv+KQKTAIoDzf0kAj7+Ov0p/7P+YAFwANYFoQCoAyQCJgEV/1X/gf9d/GYAjf3y/yIAWADt/3UAawAr/eT+9P1c/ab9pgBDAUMBGAQSBRECEwRlAS/+rv4p+2f8l/lV/938i/9PA8QAwQJ1ALcC0/yL/4z+0v3R/gf/6wDU/0wCCAFqAVsBIgAI/tr+2v50/hX/+QASAQMBZQE5AdT/Pv48/zn+z/9Q/1sB8wFbAXgCwf8NAab9kv2O/Hv8RP0g/pYBkwDiA9EBHQSWASoBIgAa/7f/jP4EAIf+4QAz/68By/95ATUA4QBIAYv/IQEnAMcBcAC5AQAAfP+W/lL9ev2s/Aj+Qf/8/9sBJwDHAYkAgv4l/vD8ev12/A0B5gAxBOAFvgURBhkD/AKg/sf+0/yi/Dr9ovwS/pz93/6z/kP+Ff8p/yr+ZP8AAPz/egAkAlcBQgLyAtACLgI4AiQCS/+8/w79Tf0m/d/+gf8SAckEMgOOBN8CaQLI/Vv+VPxl+if8EPsS/sj9zAFJALwCpAIbAuYAVwG1AKD+9QAu/0gBrf/GAuj/SAF5AXoAFwGwAF8CEP/lAScAIgAa/3z/NP4x/Fz92fsB+0H7MP0T/cH/HwKpAmgDPwTnA90DowPsAyEB6gFvAQAAcv8dAEH/V/3L//n9y//w/Pz/l/10/gL/Tf2V/4j9pgDc/QMBwv4C/wkAlwCIAUgBygPbAdsBYAGOAKn+t/8z/5X/fwA1AMb/yABNAcf+xv+OAIv/bf+j/4v/IP6l/qn+x/58/8//7f8sAE0BS/9rAE4AEwBB/xIBlwD8/4gBCAHHAXoAMwLP//gBYAEXAeEALAAvAUP+EwDN/Yf+g/3k/lH+vv0EANr+6wCa/7UA6P8sANIAH/+hABcBZgB+AZEBUQLHAcwBkQFR/kf+nfx+/aL8IP6o/8H/mgKwAGoBBACEAFX/3/5dANr+DgD3/yYB3v9JAAkAEP+G/6n+5P5M/i7/jP5p/zQBrwGkAmgDrAMkAogB4/+9/ib9Dv1c/Tr9fP+a/2YAtQBlAW8B5gCIATkByACcAGsAz/8AAFgApgDmADkB2f9y/9H+yP2v/Vb+Ev54/vz/t/86AIv//gDP/0QAxACt/3AAOgD+AO3/pQHrABIBKQLgAfUA8v+y/3r9ff7W/p7/sv8/APf/qP8/ALAAyAAsACYB7f9t/0f+w/3X/cf+rf9L/6P/OgDcANsBxgLfArkBWwEH/zr95/yx/GX+tP2/AFgA6gEVAzgCewNXAa8B3/7+/bb8Bfy//GD+EwDXAPcCrgLKA7cCFgL3/0P+/v3o+9n7i/vc/RD/oQBTBDIDegRsBKkCVQLj/5r///wu/4z+m/4/ALf/nwK5Ac4EXwIkAuEAff4h/SX6y/pm+RT8Tf28/0MB9wJtAxMEjwNNAQAAev2v/VT8oP4z/9cA5AJtA10EpAIBA5sBpgB6ACn/s/5h/VL9V/2I/RX/vf5y/w4A+QBdAOsAIQEdAMv/Ff/a/pf96f5Q/zkBPQLGAjcD3wILA7kBbwGy/6/9Gfze+577Hvz+/d7/0gBRAiQCCAFEAFX/EP+l/rz/xv+JAP4AQwEHApoCPQI9AqoBgwGXAHz/S/+h/Yz+a/1W/pf9Fv4C/7n9hv8S/pX/B/+o/1gA9/+lAaoBiAGcAE0BhAADAQQAhv9V/7L/fP/k/qYAqwDCAeoBiwJNASoBNQAa/+T+YP7a/hL+YP50/vP+0f6j/1//ugBaAhUDWQPkAncDJgETAGr+uvy6/I39s/45/sb/iQB/APkAd/+4/oL+Vf9y/1MATQE0AfkApgAJAIL+rv7R/t7/xADRAZEBSAGvAWoBeQENAYQAhv/U/9/+Of75/QP+5f0C/zUAWv+L/+n+0f7v/f3+nv9L/80AjgBiAIH/o//t/+j/FwH1AA0BFwEXAasAYgDwAOj/t//9/jT+eP5a/3UA5gARAtEBpgDW/iD+of2N/S/+m/58/zUABADB/7UANQAOAH8AhADj/7z/JwCOAAMBmwFaAikCxwGmAPz/eP4+/in/cv+lASkCQQPkAscBLwHu/in/Q/4D/rP+vf7a/lX/i/88/9T/1P/8/2sADgBG/9/+7/2S/ab9L/7p/ob/TgDXALkBzAEWAowBLwHSANT/cv+R/i7/wf9YAM0A7f/P/04ARAC6AHoACQCB/9r+uP40/gL/lf9OAPUAUgFIAUMBDAJ0AUgBEgFmAHL/Gv/u/jP/2f9TAHoAawANAfL/PwAnAD8AZgAAAF0AZP8JANT/sv/8/9n/qwDmANYBPQKLAsYC/QF+AaEAMQDu/tb+M//4/uP/UP81ALL/HQC6AJD/fwCp/sz+lv70/S7/EP8SAQkAlf/L/6n+OP8v/oL+G/59/sL+dP4W/q/9gv45/pr/Vv4+/nj++P4dAOP/CAF8/97/CQC3/8H/EP+j/zP/2f8EAPL/YgChAP4A8ADbAeUB+AFMAoYC4AFvAWUBCAGbASoBoAFNAaYAqwBdANwAgwEfAt8CgAMtAxUDtwK3AkwCLgJpAlEClQIpAuABJgHXAIQAGADU/8//mv+B/7z/mv9t//j+lv5r/bn9cP2d/N38mft8+/z6svtj+9n7p/we/ED8C/tA/Br7fPvU+237cvvH+pH65fmB+977fv2+/df9A/5r/XD9GfxP/Cf8cfxw/Yf+vP+1AJ8C4gNDBRoHZgm3Cw0OgBBqEvITchRFFH4SCRGWDqMLDgmbBUwCLv9c/Sn7/vmN+XD5pflH+q76BvsZ/JP8RP2N/Uf+m/6M/jn+P/2s/Kz8xPxX/Tn+Ff8YAA4AX/8b/jr9WPxj+xD7G/r0+Sf4/PZf9n71gvaf9vz2XPXm9Lr0k/Rl9ZL1Wfe/+D36A/qI+Wb5IfnW+Yv70f5CAkEHsQxmEZMVvxneHGYe/h6OHeAakhahEZUL+QW6AHz7D/iv9ev0v/QH9kH3bPgR+mP7gPwc/WD+h/7R/qP/cACIAdoCogTWBZkHfgl9CiQLVQukCjUJ3gfvBZ4DUgH9/rb8OPqn+G33QffA9/b3HfgP+H/4Z/jr+JL56/iT+FP4Rfgi+Nn3cfgU+Pr4nPmh+Y35Z/gX+Yn4APi49nD01fIc8VTv5O2l7ZDu8/Fk9sn8TwPzCrAR3xf1HbEh7ST8JD0ktyAaHKAWChAqCrsDvf4q+vv3vPZR9o/3Z/h++Vv6+PrV+r36ffrv+Y35NfmD+YL6Hvxb/usA3QNBBz0KJg1VD48QlBDBDwgOowsOCeAFrgKQ/+v8Afu0+eH4XfjU94X3APhA+Nz44Pnp+s78/v3M/ur95/xo+wP6TPoh+ZL5MPkh+c74Xvc89xv2PfYm9V30MvO98brwGe9k7szt1u0u7mfvWPAj84H3Jv07BPsLmhOIGmMhmCaYKhssgyukKJEj8hwxFVwNmwWH/mL4APRW8cXvBPAv8Xjy9vP/9Nv1DPYl9hH2XPU+9Zb1ZPYd+BD7W/5aAqkGCwv4DnkSxRRnFVMVwRNrERcO/QoVB7YD4QAq/lT8jPr0+cn4Z/gA+LL3D/gJ+Vv6c/op+3L7S/sZ/NP8+f29/sf+qf60/XH85Prb+Vj4hffy9vT1YfU/9MXzGfMe8yjzN/O28+Lzf/T281nzmvKl8cLx9vPx94j9IQXTDFkUURuiIWcmqCnYKl4pzyW9HyMYgQ9GB1X/Rfj38nvvAu4f7vHvEfId9EL2xfei+Pr4yfgF+HL3H/d898n4+PoW/psBmwXgCSAOkhGUFPUV5hV2FOsR6Q7CCh8HIwP8/zr9EPvb+eH44fhJ+Db4GPjU97v3APiY+Ob4Fvr4+sX76/z5/TP/ZgASAeYAhABp/7T94/sH+p34gffL9iD2r/Wh9CjzsvIp8vjxafKB8sbysvIW8vTwbO9u7kDvqfLe90H/JwgwEVMZ/CDgJ9UstC+DL5EsNCdRHz4WnQxtA+76e/OG7rHrz+p76y7uw/Dj8kj1lfZ896P3mffy9nj2mvY393D5ovzmAAgF1wmqDj4SehWVF8EXiBZUFIoQOwzsBy0DGv/t+1L5APiP9wD4hPgS+dv5OPqR+tX6d/sV+3z7Rfyx/GX+4/95AcYCzwO2A/cCMwLEAHf/HP0V+8T4WvaY9NXyqvEN8YzxEfLt8sXz7PNj89ryLvI08Wbw0O6p7UnsNO1I8Xz3lwAuC28WkR9aKDovYTPyNQ00uS84KGEeJBOZB+H9mPSC7ZLolOZ35rXndutu7mrx2PNN9f31X/aL9sP1LvaQ9vv3UPtp/3AEcAnfDrwTRxfTGbka/xnlFrQSsA3jB9oCKv5g+oH3Kfa09SD2fPed+C/6H/sj/MT8GP3h/f79TP7H/rf/vwDMARADsQNJBEQEcgNkAmsANP5t+5j4FvYT9N/yQvIR8v3xmvJU8+zzSfR69GL0DvRP87zyzPG/8Dbv1u0g7RLtb/Fo95MAtwslFzIhuCj+L1gzpDWEM3suFycaHOIQYgR4+qrxsupQ5n7kUeXK5hnrT+/G8qr1EPf79xj4Z/j29yz4OvnV+nj+3wKiCPkN8xKaFxwaZRtgG3YZbBUeEEwK4gNM/q/5LvYA9Iby2vLU86D1HfhW+mL8yP3p/l//4/9wAPAArwGCAnIDWAQmBW8FeQWYBDcDSAHp/pP87/my9771evSK8yPzj/OA8/HzSfRT9PD0CPV+9SH11/Rr9J7z3/Jl8RPwh+3i6ynq9ev48Sr6KgalEnAeDSfrLuEz4zVpNSAwMilEHs0R8ATg+XTxUOpt5nTk1eUE6D/s6fG09c74l/mN+dz4bPgd+Pb3UvmM+uX90AK1CAcPPBTUGBsbqRtwGngXuRJUDJsFb/7/+BL1ZPLb8ZDy3fOq9cT4i/sN/gkAEgG9AUMBVwFSAa8BcwIZAzYE8ARbBjgGDAY5BbMCWAAO/ZH64/cb9vX07PNd9Gf0YfXl9ZD2PPdH9nj29PVv9Qj1CPXX9JnzxfOp8ofxYfB97ejqrOe75jfqVvH6/K4KsBmnJUQvADd3Ohc8vjgjMtsnzhkaC938ePJL6iXl3eJJ417mgunA72H1sPjV+mD6tfiC9rn1EvVH9hL5GfwkAgkJ2BDQF88cqR8lH54cpBfDES8KMwL4+jr0sPAK78DvffLH9dP4xfv4/sgARwLVAmkCuQFiACIAdQBqAfcCLAQEBYgFJQZXBaYEKAM1AGb9W/p2+NX2c/Z49rP2aPfe99P4HPlN+Xr4QfdH9vD0NvQO9Kb0tfTc9KX1F/W/9MXzW/G47aroTeS631/h9Oi19O8FKBiFKZ81SUDuRZVGwENZOhQuLB3eC5H6G+0W5Szf7d0T31jjsOcN7fbz9/Z2+Cj3Z/R08f/vYPHA8xb63ADYCJYSRxvNIo4mFiifJGId4hTaCk0B4/dv8Q7sEOrE6xruQfNs+ET9bf/+AB8ClwAnALj+7/2r/Uf+4QBUAzcHuQloC8YL3wr/CD4FnwLR/jz70/hG99r2mff5+Ub73fyX/Qn9O/wq+vv3K/VB8/PxEvHM8fzy8PQg9mP3u/eQ9hf1DPIz7qnpl+Qs3/Xai9ms3rLqcfzzEt4p9Dw5SXVRG1ISTadDFjXBJPYQzf1E7JvgK9up2HbaHt4/4zHnnevN8HjyGfMW8lPwE/Cy8pj40gDeC9IVAx+YJusqESweKRwjFBn/DIkAQvZa7irpDuiS6CPrCu+x8x34WPzu/kH/uP6h/bb8k/za/r0BpQXDCY0N+xBqEv0S3RDwDMUH5QHd/Ov4BvfW9Zr2Xfgg+sT8jP5Q/6X+nfx0+eX1/PKr8NPvIvBq8UHz5fXJ+IL6aPvQ+on4HPV68Prrnec743TgAt2h23/bp9536tD6khFeKd0/KE+XVcZXLFA9RkQ3LCYtFLf/i+7d3iXYUNVT1vDaHd+N5J7mNuve7jnx7PPm9JT3jPq9AYcK9hTzH6EmQyswK8cnBSFBGBsOVwEz9lzsj+Zh5CXlQumR7R/y0fWS+bb8Wv8+AbQBbgItA+YEBQhxDMoQEBSOFYUU6xHXDfAIMgNr/Q/44vMa8mTyK/Ww+Lb8t//hADQB7f8l/kb7QPiv9Z7zGfPY88P17Pfl+Rr7Vfva+jD5kPaA89Pv2Os66PzlauRc5BvleOWH5TjlFuUQ6m33oQmAIdU5zU1jWO5a21aQSpc8NirRFlUCUe2527nPN82Tzl/UiNvL4W3mVunZ7p/yX/YR+sn8dQBpBrIPhBmyJAcszy2SKzMkohmDDRECG/aA62HkUuBV4UflIex286v4E/2+/Rr/MQA+AV4D8ARxCCUKkQ7qEjQWexneGCsW/Q7oBwAAbPjd84/vqO787iTykPZL+9cAWQPOBHcDSAEz/6f87fuW+p/6bvoW+q76IPol+n/4n/aK83rwd+7d61jrH+op6hrqUOqT693rx+2g7absreo16E7nqe2p/lMVZDEPTPVd9GLbXtJRFj09KLARSvxD6H/WIsrTxT7LDdPu3AHm8uqm7H3tF/E69Pn53AAGB4IOjBeUIQUqvTC4MAUqwx79DsH/AfOB6tvkQeIi4/zlHexH8kj5b/6JAHUAW/5g/tT/sAT+CRkQDhVpFzsZ5BfXFQQR+AoZAzz7Q/Xh8LrwlvGY9FD3Efrd/Iz+1wAbApQDBgOVAn0CqgHuARIBMQC0/b36PPdF87rwwe4Q7oLt2+2y7p3vw/Bv8enxqvEq8bvvCu8j70DvOvBr8IXvzO1m7P3tdPn/DOIl5UAIVr5eTVpbTuU4DiIODbT5d+p53KPRlst6zvvV2N5h6Dju5+8773TxzPX//MYGmg8zFx4dNCOJJvIolieMH7EUZAZA+GvsU+dQ5iznvOp47b3xAvYg+v79kwBCAv0BEQK6BN0Iag5aEwwXmheoFI4RHgx8B5oCq/3b+UL2q/Se8+X19vd0+VX76Ptw/QL/QgJXBX8IUQpNCbsH9gMxAAX8D/i69G/xtu8j70Twx/HA89L0evSU88LxtfBw8JzwOfFM8kXzMfR09bz2rffe9wf2lfLR7dvolOb47cQAOhr1N0hRiF6aW35NPzfeHHgGo/Ns59zfQNqX16za9uIf6tPvLvLY7xTrA+lc7JP0CAGbDmEapiL4J8EoPifSIrYYBQzH/n3ys+m/56jqSfD89p/6o/uF/FT8d/tK/N38A/5a/xUDYgiwDZQUXxezF6ASzwt6BNL9D/zl+ST7Cvwc/Zz97/0f/1b+ff4O/b/8q/0OAKMD5AaICYkIuQWXAOn6PfbG8j7xYfAD8Vryu/Ob9VT3nvcW9kn0b/Fj77vvCPFJ9Cj3efnD+XT5uvjk9i72WPRz8jvvGOyz6TnpEO4S/l0VMS5LRthUl1XNSOg10x2OCDT6se/n60zpc+WK4grjkuR05Krkm+Rd4+XkmOsa9xYG7BT8IOYmLijVJI4dEBhEEQwKwAMW/lb6Nvjm+Hn50vlY+OLz7O+C7Vvt3PCz9oP9ZwRcCZYOuRIFFZgVXxOaD+EIrAOj/w3+iQAMAgoE2QMbAlr/vPvl+Tb4hPgr+bj6w/2cALEDtQQKBPMBXP0h+SD2uvRl9R/3nPnV+lr7Efod+Ez2SvP58I/v2O+v8T71r/l1/aj/X/+//Bz5qvVQ8qXxdPHu8eXxIfGd71vtfe3D8B0AixMYKjBA00yRTvxCrTH+GroIwfv38ljwiOz25vbiH+Eu4UriNuNz5TzmuOmJ8Kj7tAlXFo8hDiZ5J1Ak/h4kHCoXnBG9ChECJfo/9Inwmu5V7uTtJuxr7KDtevBu9pP8cgNACGgLdQ2tD1cSixNPFLkSZA94CngGxQPbAdwAOP8//fT5N/dl9Rz1y/ar+ND64vxb/pr/KgFHAugC1QKRAV//0v3d/Lb8XP0r/b/8C/vr+OT2OfV19EXzXvNe8+zzdPVu9tn3MfgY+KT2PvUS9eb0vvVu9q72kvVt8+XxWe/k7XfuL/Gj/1ATgig4PYRIPklrPFIrVxZJBKT6vPLQ8hHy0e3y6mzn4+Yg5W/kQeb35cHqM/I6/aMLdBZGIIMjESRPIWYaxhcvEmENYQnGAkf+efmH9nD0QvLX8CDtZuz57CjvqvWH+jkBmgZ+CdMMUg15DuQOGw4ODcIKiAnLBkgFcAQDAS7/mfvh+F34xff++e37Df5L/57/SQCV/9T/kP+Q/9n/3/7z/oL+rv7o/zEAdQCL/2H9afpj9/D00PKy8nPyC/MN9T321PeY+HH4ivcC9o706PK88k/zE/RI9a/1IPZ59TD1u/PM8WDxX/Lu/ikPoB8SMEQ3Uzc6LyMlsBnTEGIM2wVJBAQAbfcH8g/rTucD5C3iLuXs5vTs4vNG+4UDWAiwDS0Q0RLtE8cSbBX2FOcUExWsEAkN9wahAAr82ffb9TLzQfMo8xDzUvVS9Z73K/lc+en6bfuD/SwAIgQPCFEK3QxxDN4L+ArmCEoI2gbkBpAG4AV+BWMDfgHp/l38/vlO+KP3S/eE+OX5WvvJ/Of8+vxn/CT7pPrp+pT7jvw0/jz/8v9EAK3/qf5P/H75mvY69LzypfHM8bfyrPNJ9HD0HfQU8/3x6/Cr8OvwYPFk8qzzdPUj93f/6QrUFAwgJyalJxgmtSLaHwUdGxugFuYRQAwyA4j9J/i19LfyZ+/87hDuH+5K7wPx0PId9GP3rvqV/+EEwAcaC3sMVAw1DR0NjQ0YDd4LIAodCBUH3ATAAz0Cxv8g/gD88/q0+TH4PPc99iD2TPaF93T5Mvud/A3+9//WAWMDgwVQBzEIFwkJCdMISgiZB8YGvgXXBKgDKQKJAKX+WPxM+nr41PeF95T3hPhD+fT5mvq8+zv8XP30/RL+kf5l/jT+IP5k/1r/DgA/AEH/rv4Y/ZP8gfva+nj6r/kv+kL67vo3+0D8v/wy+8H7ePol+r36y/rB+3z7WPy2/BL+DgAqAZoCBgPkApUC2gLsA/8EggZOCKoJmwpLC8EL9wuoC3ILVQvuCtAKOQpICY8HZgVBA1sBHQCl/qH9jvyG+zL77vqR+n36R/rb+b75kvm++Uz6Mvs7/FL9ff5t/x0ARAA6AFMAUwC6ABECLQPxA2wEHQTKA2MD/AKCAm4CRwLCAeABrwFqASEBjgAYAGT//f6H/lH+rv74/q3/RACXAM0AkwCTAGYALAAxAAkAJwB/AHUA3v8f/+X9bPwt+4f6QvpR+tD6aPti/DD9df2N/Sv9mPws/Kj7i/vU+zv8xPzI/a7+d/8nAD8AOgCV/8z+Fv5S/fX8//xJ/eX9lv5p/wkAsACRAaAB1gEuApUCywLGAkEDYwN7A5QDhQNyAzIDWQN7A4oDmQMZA2kC4AF5AT4BlgEWApAC6AIoAxUD/ALyAlUCAgJSAX8AYgAnADoAjgDEAC8BlgF5AaEAsv+4/pz9GP36/E393P1v/sf++P7u/nT+YP65/Vz9XP0c/dz9qf6y/80AwgGaAtoC8gLtApUCOALqAZsBVwEqAS8B1wBmAOj/JP/I/U/8BvsD+tL5pfn++bj6Fft8+0D8e/yY/Mn8zvwE/UT9r/0+/kb/RAAIAYwBwgGMARcBvwB1AHoAUwCEAOsAWwHHAXMCQQNPAy0DpAIzAv0B0QHqATgCfQLQAvcC6AIBAwYDWQNyA8ADOwRsBKYEfwRdBB0EjwO8Av0BJgFYAM//S//p/uT+gv4+/g3+Zv2I/Y39kv2S/Yj9iP2X/QP+6v0b/iX+7/1R/r3+Ff9a/1X/cv+Q/6P/mv+a/4b/Vf8C/+T+Gv9G/8H/DgATABMAWAB6AH8AnABmAPf/gf9G/zj/UP9L/2T/d/9L/zj/OP9V/0v/PP8u/+n+rv69/qn+gv6z/oL+b/6H/qD+Gv9p/8b/4//L/8//mv93/5D/EwDNAC8BxwERAkcCkAKVAl8C+AGDAeEAnABdAGIAtQADASoB5gCJAPL/ZP/p/oz+lv6g/vP+hv8TAMgAOQFXAVIB/gCcAGYAOgDj/6j/7f/y/ywAlwDwADkB9QC6AKEAWAATAD8ALAD3//f/i/9f/y7/zP7H/uT+/f5B/3f/fP+L/4v/hv+Q/4H/bf+B/7L/HQC1AFIBdAG5AZYB/gCrADEA7f+e/7L/wf+L/8H/BAAAANn/qP9B/9b+Zf4v/jT+Uf59/vj+1P8xALUALwEmAfAAegBEACcAHQAnADEAPwAYAPL/9//L/4H/lf9p/xr/H/8H/+7+Wv9y/1//mv+o/wkASQCEAIkAyADXAJwAqwBTAPL/wf+8/97/awCmAOsAAwG6AHoALAD8/3z/Qf8V/wL/B/8V/0b/gf/t/ycAcAB1AEkANQDy/9n/4//3/w4ASQBmALUAvwCJAJcAUwAsAA4ALAA/AEQAUwAYAAAAo/9B/3f/ZP9G/3z/vP86AHoAoQC6ALoAtQBJABgA1P+j/6j/hv+3/8b/2f/3/8//o/8u/9r+gv45/j7+Vv6b/gL/X/+3/yIAXQBrAF0ANQA1AFgAWAB/AKYApgC1AKEAjgCTAHoAcABYAE4AEwDB/7z/t//G/8H/wf/U/+j/BAD8/+j/qP93/2n/Kf88/1D/ZP+y//f/UwCmALAAoQCcAF0AHQDZ//L/EwATAGsApgCrAIQAcABYADUALAAOABgA8v/G/wAAGAATACwACQDG/7L/nv9t/zz/OP93/8v/NQB/AJMAcABYAB0Asv+8/97/2f/G/9n/BAA1AGIAdQB/AFgAPwATAAkA/P/t//z/EwAOAO3/9/+y/57/af88/zj/M/8u/1r/o//P/zoAjgChAF0AUwAdAPL/6P8nAJcAxAA5Af4A1wDSAI4AXQDt/8b/qP+B/3L/nv/Z/xMARABdAGYARABYADoAEwAOANT/vP/o/xMAMQB1AHUAYgBTADoAHQDt/8//qP+L/5X/rf+t/8//9//y/8b/6P/t/8v/kP+e/97/2f8sAGIAdQChAKYAegB6AIkAUwA6AAQA4//y/xMAOgAxACwAUwBJACIAIgD3/8H/qP+y/63/t//Z/8//y/+t/8b/7f/o//f/6P/Z/+3/GABYAEQAIgDo/7f/xv+L/4H/gf93/3L/nv+o/6P/AAAnAF0AXQBJACIABAAEAPz/GAA/ALAA9QANARIB/gCmAHoAGACj/5D/bf+G/4v/y//o/8//3v/L/8H/cv9L/0b/M/9B/2n/cv+B//z/TgCEAL8ApgCrALUA3ADmAPkAqwCwAMgAYgB/ADUARAA1AOj/o/+B/4v/af+e/5r/o/+e/8H/4//e/+j/3v/Z//z/8v/y/xgAMQBJAGIAhACJAIQAfwB1ADoAHQDj/8v/3v/e//z/6P/P/57/t/+3/63//P/P/8//7f/j/9T/1P/L/7f/t/+3/+3/wf/B/w4A6P/t/97/wf+8/3L/hv98/4b/hv+a/5r/rf/Z/7L/EwD8/wQA7f/P/9T/vP/t/7f/6P8TACIAMQBEAHoAUwBJAEkAIgAYAA4AHQAiAFMAfwB1AF0ARAATABMAJwAEAB0AHQAiABgAMQBOADUANQD8/97/lf93/7L/kP/L/+j/2f/o//L/1P/t//L/rf+t/63/xv/B/97//P8sADUAPwAdAPL/CQD8/+3//P8JAPL/HQA1AF0AIgAJAN7/sv+o/3f/i/+G/6P/sv/8/wAADgAxACwAHQDe/7z/sv/B/7z/z//t/xgAGAAYAAAA7f/o/7z/sv+8/63/z/8AAPf/JwAOACwAJwD3/yIACQD3/wQAMQAiADUAUwBEADUASQAnAPz/IgAiABgADgAiABgAEwD3//L/8v/L//z/CQAdAAQA/P/y/wAADgDt/97/2f/t/+P/EwDU/xMAJwDj/xgA8v8YAPL/4//j/7f/sv+t/7L/z//y/7z//P8YAPL/8v/t//f/DgATAOj/AAAEAAAAHQAdAAAA9/8EAAAA7f/e/9n/2f/y/+3//P/y//f/7f/j/wQA6P/U/97/9//t/8v/wf/U/+P/z//e/wAAAAAdABgA7f8JAAkA6P/P/8H/sv/B/7z/xv/U/7f/2f/y/wAAAADy/+P/8v8TAPf/NQD8/+3/AADB/+3/AAAsADUALAAnAEkATgB1AGsAdQBwAE4ALAAEAO3/sv+o/9wAIgBlAQ0Bwf/FBzcDZAIQAxj9wv6x/Jv+sfyC/nf/kv3P/439HP3v/ZX/6P+y/6YA1wAYAFsBpQGOAAMBhACG//4AzQAEAKoB5gA0AbUAoAFJAMQAfwDEBCkLhAQ/BHf/i/tH+sv6D/x4+vj+rv75/YH7+fmX+bf7av4H/2YA1wBkAuYAqgG8An8AXwLNAO3/QgJrADMCmwFqAQcCNAGqARMAawA6AFT8vP9f/zH8hv+g/uj/r/0YAAL/5f1YAJb+pv0/AML+Av/UB54DuwNiAC8B6Pt/+HoAvfp3/6oBcAB3/y/+2v4n/HkBGwJrADMCLAQ/AH8A4QT0/bf/0gD8/5b+FgJYALj+LgLt/8//Kf9XAaL8CAFp/6b9EwCh/TkB0v1YAEMBV/3gAaYA9P2DAa3/CQAmAdIATgDgAasAAv+8ArT9uQG0AZ7/DQEC/0ICjf0lCkQEqf71CE359QDf/uv8Wv+3AlALEP8TBBT8Qft++fT9wgH39m8FWv/J/JD/Zf7/+LL/EgHD+fYDX/9GA+H9mAQEBcf+kwjE/EMBbwFYAPP+6P/3Aib9KgGlATn+FPgiBJT7//yVAm37JgGO/MoDuf2r/TgC6v1y/00B6P+S/YoDjP7N/TQB8/7t/wAAmwGhAGsAyACo/439kwCG/3D92gJM/hD/zQB3/3T+2Px1BBj9CP5VAnj+UwDgAQYDsvv6BD7+OP80AR/7HQQq+lgE5gDT/KMDgPzbAer9t/8u/5z9owMO/aMDSvwXAfEDEfrXBO/9dQBM/hgAbwGN/eAFlf/+AC0DV/0OAHf//P/f/oH/PAMnAHQBcv/zAYP9/v1DAWb9BwKt/2QCAwH1ABEC0v0AAIz+kP+wAK3/mQMiADoAeQEu/6n+kf6rAAn9WwFmACIAegCTALAABP28Amv9B/+GAsH/nABMAjkB3P0HApcAEwCMAY8DOQHqASQCP/2Q/5f9dQDf/uYAWwHu/tYBZ/zB+5j89fwh/RgAiAGDAWkCLgLl/Vr/tQC5/YYC+QA9AjkBigMfAqj/6AIC/04Aav5wAB//H/+IAXz/PwAQ/67+zvzN/S/+iP3L/1//ZP95AVr/qwDB/3UAhABy/5UCi/+WAasATQGlAboA5QH8/1cB3v9Q/w4AFf9y/8v/+P4xAGT/mv/o//z/gf/M/j4BOv2z/gAA0f4IAZcAPQJy/ycAawAb/vL/DgAHAuEAAQOzAmIA2wGt/8//JP8nAIH/HQDMAesApgB6AGT/5f3P/xv+PP8OAPkA6wAYALoAgv68/9H+Wv+l/uYAqwCt/18C7f8SAWYAnABOAHL/DgD4/pD/NQBiAE4A0gA/AEf+1v4L/2/+PP+B/+sAAACEAAAAh/58/5b+Qf9V/xcByAD+AKYATgBwAHT+9QBQ/3oAkwBdALkB6P+TAFD/Ff8p/+7+H/+e/0QAawCXALUAUwDU/1D/GAB8/0b/PgEOACoBZgAAACIAx/6TAGn/CQCOAJMAWAAAAF0AEP/B/+7+6P8OAOP/ugDe/5wAqP+j/wkApf4V/63/EP9p/6YABADG/5MAhv+B/yT/3v/e/7z/6wBf/3UALABa/6P/i//P/wv/NQCo/wQA8v/G/+3/Kf91AAL/BAA6AIb/TgCB/ycA7v6j/57/Kf9JAO3/3v8TAGYAJP98/8v/H/8iAA4AJwA/AHAAAAC8/xMA+P6o/8v/NQAdAE4AoQC8/5cAwf8OANT/y/86AMv/sABTACwA3v9iAJr/B//y/3L/i/+Q/wAAVf+o/x0ARv+L/97/BACa/xMAHQAdADoASQBdADoAWACEADEAMQCwAA4AoQBEAO3/LAAdAPf/MQB/AEv/MQAJAKj/wf/Z/8v/gf9rAJ7/lf/8/7f/kP8AABgAvP9mAD8ACQATAB0ABADo/ycADgAnAF0ABAAYACcAz/8dAHL/6P/j/4b/MQDU/zUA1P8sANn/4/9JAJD/YgAiAFMAJwAYAKsA7f9mABMA2f9OABgAHQAEAI4ALADj/10ALADZ/+j/GADL/8v/BADy/wQARAAiAB0ARAAsAB0A6P8AAPL/8v+y/0QANQAdAEkA4/8YAGn/EwCy/9n/WABEAEkA1P86AIb/sv+o/97/d//3/38Alf8nACIAsv+B/zEAsv+3/5wA8v8nACwAAADZ//z/1P93/z8A8v8iAEkA2f8nAKj/6P8AAM//9/9JAAQAwf8EAMH/BADP/+j/8v/Z/wAA/P/Z/x0AJwDL/ywABAA1AAAAHQBiAPz/TgA6APz/rf8YAOj/qP8dANn/2f/y/04A8v/U//z/1P/j/wQA6P/L/w4AqP8EAOj/xv/8//f/1P+j/wAA7f+j/7z/IgCo/97/NQDe/xgA3v/L/8v/6P/y/5X/6P8AALf/8v8OAAkAEwAnAPL/EwAsAO3/DgAnAB0A9/9JAPz/6P8xALL/9/8EANn/AAAdABgAqP/3/8H/9/8nAOP/PwDP/z8A8v8TAFMAPwCwACEBmwGJACwA+P65/c39Df4z/9wAWgLfAgED2wHy/8f+9P0b/sf+o/+hAOYAjgA/AIb/Vf/Z/x0AtQAqAcgAUwCB/4z+Pv6p/mT/RAB+AccBpQEhAXUAWv/4/gv/Kf/U/97/PwAiACIA9//Z/0kAdQCwAJwAPwC3/zj/EP8f/3L/OgCmAPkATQH+AH8APwDL/5X/kP/L/zEATgAJABgAMQAEAEQAUwBmAFgAPwD3/4H/qP+3/57/JwBwAIkA0gC/AGYAGAAsAPL/7f8nAD8AGAAsADUAGAAsAPf//P9OAEQABAAxAOP/nv+G/5D/mv/3/yIAXQBmACwAOgDe/w4A4/+o/8H/9//U/wkALAATABMAJwA6APf/AAC3/57/kP93/63/7f/j/wAAPwD3/8H/BACy/4b/3v+a//f/IgDy/xgA3v/8/8//z/9EAA4AJwAxAB0A7f8YAB0A2f9TAB0A9//t/xMAvP/e/x0Asv8YAOP/AADt//L/wf+8//f/8v8iAA4AZgAsADEABADy/xgA6P/8/8b/9//t/+3/AAD3/+j/IgATANT//P+o/7f/AADP/+j/BAATAGYASQBYABgA8v8TALf/y/+8//z/CQATACcA6P9JAAAA/P+e/8v/wf+V/z8A9/8/AOj/6P/L/63/4//U/ywADgAJAB0A6P/y/8H/2f/o/w4ALACt/wAAnv+3/7f/t//8/+j/RAD3/wQA3v+j/9n/z//t/wAACQDy/9T/9//G/8v/z//B/97/t//o/8b/sv/L/7L/vP/Z/63/mv/Z/7L/8v/j/97/BADZ/8H/nv+t/5r/xv8AAPz/GAAOAM//1P/t/+P/xv/o/x0AEwAsAPL/3v/Z/8b/2f/G//L/6P/t//L/3v/L/+3//P/e//z/3v/o/wQA9/8nADUABAATABMA/P/3/wAA6P/8/w4ALAA1ACIATgATAAAA6P/P/+3//P/o/+3/HQDo/+P//P8AABgA/P/e/97/6P/3/7L/y//B/+j/9//j/x0AGAAdAO3//P/3/+j/8v8sADUATgBJAFMASQAJAF0ARABJAEQANQAYAB0ACQDt/+j//P8OAPz/OgA6ACIALABJAPf/EwAAALz/DgDB/+j/8v/8/x0ADgATABgAAAD8/ycA/P81ACIA9//3/zUAGAD3/ywAz/8YAAkA4//y/6j/1P/8/xgAAADy/97/6P8YAOj/3v/Z/wAABADt//z/EwATADoAawD8/z8ARAAAADUA9/8YADUAEwAnAAkA/P/8/w4AJwAOAAkAIgDj/8v//P8JAPf/EwAsAOj/CQD8/9T/4/8dACIA3v8JAO3//P8EAPL/4//o/+3/6P/3//z/HQDj/9n//P/o//L//P8JACIA/P/P/8//6P/t//L/AAD8/w4ADgD3/wkALAAAAN7/CQATANn//P8iACIAAAAYADUA/P8iAB0ABAAEADEAEwD3/w4A7f8YAA4ABAD8/wAACQAiABMA8v/y/+3/DgDP/x0A3v/G/xMAwf/y//L/6P/t/9n/4//o/9T/z//P/+j/8v/P/97/1P/B/97/z//L/9T/wf/Z/+3/wf/G/8//t//L/9T/BADj/8H/3v/e/w4ACQAYAN7/AADo/8v/BADB/+j/z/+8/7f/1P/e/8///P/y/zEAEwDy//L/BADy/+j/HQATABgAAAAdACcALAAsACIANQAdAD8AJwAnAB0AEwAsABMAIgAnACcAEwAiAAQAt//e//f/NQAOAMv/HQAOAOj/6P/e/97/2f/G//z//P/L/9T/7f/3/wkAEwDy/+P/4//G/8v//P/G//z/EwAYACcACQAsAPf/JwAYACwAOgAxAD8AJwBYACwAWAA1ADEAawAnACcANQA6AD8AOgA1ACIAXQBdACwALAATACIALABTADEANQAJAA4AJwAAAFMANQA1ADoAMQBEAF0AYgAnAD8ACQAAACIADgAAAA4AEwAdAAkA9/8TAAQAAADy/+j/AAAEANT/wf/Z/8v/4/8TAAkA8v/y/+3/GAAOAPL/9//y/yIALAAxABMAEwAOAPL/CQDj/wAADgAYAA4A7f8TAPz/8v8EAA4A9//y/9n/1P/Z/7z/xv/U/+P/7f/o/wAADgAOAA4A7f8OAAAA8v8EAN7/z//j/97/vP/U/97/2f/G/8H/xv+3/8v/4//t/97/AAD8/ycARAAdAAAAEwAYAPf/NQAnACIALAAiACIAOgA/AA4AJwAJABgAAADe/wQA/P8nACIAGAA1AB0ADgAAAO3/8v/j/8H/wf/t//z/AADj/8//xv+t/8H/vP+y/+P/8v/j/97/rf/B/9T/xv/o/8b/2f+8/8b/AAC8/7f/wf/L/8v/6P/3/+j/4/+8/+P/wf/e/wQA7f8EAN7/1P/y/xgA4/8OADUACQAnAA4A7f/o/+j/8v/o/+3/8v/o//z/6P/o/9T/y//3/+P/4//3/8//wf/L/7z/2f/L/+P/z/+y/+j/z//Z/+3//P8YAPL/9//y/+3/3v/Z/wQA6P/j/9T/z//L/9T/rf/L/+P/z//e/7f/8v/3/9n/6P/j/8H/3v/y/xMACQDG/7z/z//t/7z/y//P/97/CQDt//z/6P/t//z/7f8AAAAAAAAdAB0ADgAOAAAABAAxAAQAAAAsANT/4//t/+P/8v/e//f/EwATAAAACQAJAB0AGAATABgAGAAEABgAMQAdAA4ABAAiADUAOgAsACIAIgATACIAOgA1ADEALAA/ACIACQAnAAQACQAiACwAOgAsABMA9/8AACIACQAnADoADgAYACwAIgAOACcAEwAnACwALABEADUAUwBEACwANQDo/9n/mv8xAMv/LAAxAAQAjgCe/4wBUP8pAtr+MAVcCRIFtAnyAscBf/iT+M70DfG293b4zP5qASQHwwVcBfUEjP77+5b62fuU+wgBvwSrBNoGyAVJBLUAdQCs/FX7yfxS/Tj/DQHxA3MCEQKcADT+mPwP/KL8sfz9/h0A8ADgAXgCdAFTAMb/L/70/SX+o//3/8wBVQI4AscBWwG1ABr/UP99/pb+EP81ALoAEgG5AUMBfwC8/xr/wv5M/kv/6f7t/zEAzQD5AHoAzAWXBekGVQfDBegChv8H/zT6NPog+tX6dvxq/gAAm/5iAL79qPt9+j36Lfse/JcAqwCuAgEDPAMWAusAAwFW/pD/Rv9gAR8CKAMnBO4B9QCM/uv8ifxY/P3+df1kAtb+agVHCkEDCQnhAAYDZvn+/aL8Mve9/jj6cv/K+8IBNP5G/wcCMP0L/+7+8wGe//YDYgRgAUwCzAGRAd7/VQLk/pb+gf8C/4v/TgAWAlD/S/+u/kP++f0u/9b+cv8sADoAHAFgAVECtQCTAGT/0f44/wQA4QAIASQChAA+AdcAlwBEAM//LABW/gQAQf9rAGsAfwBOABr/oQAu/+P/YgA/AMv/xv9dALf/dQBDAWsA8v91AAkAsv/+ALUACQAAADEAhv/j/yEBvwAJAB0Anv9v/nz/1P9k/zj/MQBf/4b/+QDNAMv/9/9EAGr+Ff/e/5X/z//EAGYAt/8vAf4AOgCrAHAAqf64/g4AM//3/5cAnAAsACoBvwA6AJMADgCB/6n+z/8V/97/EwBTALf/hv+B/9r+Rv8L/zP/zP5JAPz/iQDcAPkAZgBYAJwA8/5YAF//iQC9/t0D6gWEBEgJlQZtB0ICeAK9/gv7VPy5+TH8HvxW/vX8r/1E/Yf6gvqq+YL6uPpw/Tj/6P9zAkICnwJHAq8ByAD3/7AAiQB0ASkCkAJCAqoBqwBy/1H+vv2s/L/8If2v/YL+Rv8dAKP/CQDe/4H/gf+TAIkAKgHlAcECCwPVAuIDqQJCAuoBFwFwAEQAegCo/57/wf9k/xX/EP/u/lb+Kv54/j7+oP7P//f/sADhAE0BHAHmAHkBlwDNAHUA5gC1ALoAtQDo/1MAH/93/6X+gv6C/v791v5g/kv/6f4V/xX/Ff8a/xr/xv8V/x0A3v/P/5X/2f/e/1D/OgB8/wQArf+XAFgAo/9wADz/9/9V/zUAAADU/10AvP9wAOj/oQC8/10AhADNAFIBTQHgAfAA0QHhAOsA+QCmALoAcABIAcgAIQE0AfAA3AAnAGsAsv8nACwAWAA+AdIApQHXAE0B8ACmALAARAC/ANn/4QB1AMgAugCmAPkAqP8dANb+Zf5W/vT9ff5b/i7/zP5a/0b/oP74/v79YP75/aX+1v7p/qj/Lv+Q/67+vf4b/k39fv0r/ZL9K/0N/ur9b/7W/iD+8/4W/kz+7/1g/qn+PP8YAAAAoQC/AKYANQB1ABMANQD8//AAhADrAE0BAwHzASYBJAKWAfgBpAIpAp4DgAMdBGIEGAR5BfED1wT7A54DUwSfAg4EAgJ7A+UBbwEuAvz/tAEu/8gAKf+L/w4AG/6EACr+CQCb/kv/fP80/msAUf4JAKn+nv9L/6D+4//h/Tj/vv0l/r79kv0W/sn8zf0x/Dv8hvu4+p/6r/ma+uD5uPr8+hr7nvtQ+/v7Rvtn/A/8e/yS/Zf9kf7X/XL/L/7k/un+dP4f/8j9mv/I/aP/7v7W/s//lf/oAtoCgQeqCVQMgg6CDqMPOg2XDZALpAo5CpMIRQjbBRcFpAJ/AEv/Nf0Z/BD7Bvvf+u76O/yY/En9Jf4l/sz+Ff9TAAgBxwHBAtoCRgMyA3sDIwOpAkwCSAHcACcAWv/a/pz9BP3o+/z6pPoD+jT67/mH+pr6y/op+8f6S/v8+kv7FftB+5D7Bvuy+zf7Kfvu+m76Ufpw+dL5F/kh+XD5F/ng+U35kfob+oz6KfsM+qn65fl3+xb+rAMBC80RuBfvGpcaoxgdFX8Rmg9/DSoO9wsfCwAIXgNJAKn60/jh9PbzXvOf8uX1ZPZu+m374vxD/rH88/7h/QgB5AJ0BUAIDwjlCUYHQQd+BXUEgAOqAYMBgf+o/1r/2f/B/+j/x/7l/Wf8gfsP/Lf7Vv7W/jkBkQHlAfICWwHyAnQB7gF0AZwAPQK1ANUCzAFDASIAMP2s/Bz5+fm1+DX5IPqD+UH7yPmG+/z6PPsA/FX7ovye+xj9Uv1m/f79nfzJ/ND6c/qS+dj4qvmd+Or52Pg1+Wv53PgD+g35Pfof+yD+YwMSCWkPNhXBF54YTRbREqMPRgtjC38I3QgtB+cDGwI7/CT7h/Yr9Wv0afIX9Zj0Z/hu+rH8hACV/x8CEgHzAUED1AOeB0EHCAowCfsHngdiBBMEQwFmACcAOf78/5b+M/9f/yH9h/7Q+nb8mfsP/Dj/Uf7VApEBCgROBHcDkgXtAmEFMgNUA0kE+AFdBKoBxgL+AGD+h/4D+uT6BfiJ+Gf4UPeI+VD3tPnT+P/4Zvkn+BL5svdO+FP45vjl+fT5h/q++T/5jvhQ9zf3s/bf9sb2aPcY+JH6/P9kBvgOFxYuHMkdyhxTGUEUjxBEDc4MmQtqCoEHGQPW/g352/WK85rylfIz8qfzk/Tu9oP5GfwC/ywAPgFXAUcC5wPlBboI9Ak8C5EKtQhZB+EEAASQAnQBnADu/pz9NvzU+wH7XvvL+u76Wvv8+iH9jf1dAJEB6ALwBE8DagUOBMkEXAU7BKoFnwIABB8CFgJZAyYBWQP3/zUAzf1t+5P8B/p2/BX7O/xn/Lj6yfyH+pP8VPyd/Bb+z/vc/dT7QPw2/J/64/sw+QP6YvgY+Jj42ffW+cn4Jfo6+QP6Vvpz+uf8HP2B/2n/PgHmANIAXwIMAg0F1gWcCdkLEw1LD+cMMA2vCbIH/QWzAuIDVwFVAlcBhADrACX+fP+6/Or93/7v/UMBLABMAiMD9wK/BC0DRASQAl8CggImAbwCeQFHAowBFwG/ADP/H//l/Qj+g/3S/Q3+L/6z/nT+pf5R/mD+dP45/oL+1v7W/q3/9//P//z/Ff+R/j/9Svxo+4L6FvrI+b75jfmh+Vf5Evm/+LX4Tvjr+An5Zvn++TT6LfsG+6j7yvtL++37bfvB+138Z/zh/ab9BwIwBVsK8RDLExcaGxfGF5UToQ0/DX0GEgl5Be8FeQVQ/9IAfvlw+a33V/Wc+Sn2YPog+vT5oP6J/GkCZQGzAlgExADJBNIAuwOTBKMD0AbPA2EFQQPWAVUCsv/mALL/ff6Q/5j8M/9q/hD/FgIz/zwDJP/e//f/zvybAZv+/ALfAkcCGAQ8/zQBFv6c/eT+v/ya/7n9EP8k/zr91P8Y/aX+Sf3K+938EfqY/N77jf39/tb+CAEz/0kAwv4I/mD+rPx+/ZP8zvy2/Dv8T/yQ+7f73/p9+tD6Kvrp+qj7WPx6/Q3+fP+y/ywAegA6AIkAbf/B/9T/LACWAVUCygP/BBYGTAZuBlEGlwUcBeEEegS/BP8E5gRhBZ0EegQyAxYCoAHj/2sAHQCcAOABwgELA30CnwJaAioBUgFTAOsApgDIAPMBkQFCApsBLwHcAPz/JwDj/w4AUwATAEQAxv+G/0H/Pv6l/tz9jf2r/SH9uf2c/av9Kv7q/U39//wP/Cn77vqM+pr6JPtV+6j7XvsV+7j6R/qC+gz6uPqz+lr7I/wU/Nj82Pyv/b79Jf6C/mD+oP5g/n3+6f5G/8v/TgAIAS4CmgK6BKUFcgc5CtAKsA3XDTQOag4ZDOMLIQlBB9YFrANGA00BKgE/AMf+UP+N/SX+A/4O/d/+1/39/nf/bf+6AHoA+AGbATMCWgKlAS4CfgHCAeoBoAG5AZEB9QCcAGn/0f7X/c78XfyU+xr70Prk+oz6Wvt3+/L7p/yA/M78xPww/ef8HP1h/X79vv3D/cP93fxr/SP8FPzZ+7P66PsG+zH8FPwU/NP8Z/wr/aL8K/16/Wb9Jf5H/tb+mv/G/9wANAH4ASkC5QFpAgwC8wFpAuQC9wIYBFgEHAX5BUcGPQa4BlsG5QUzBlcFKgbWBSAGMwbbBWoFSQS2A1UC4AEvAcgAxACrAIQAkwBdAGsAUwC3/9T//f4H/33+YP6u/i/+fP8z/8///P9a/+j/s/48/5H+CP79/iD+vf7M/of+vf4v/iX+tP0J/RP95/z//DD9fv0W/s39YP5H/lb+qf7S/cj9a/0Y/Zj8Xfyn/IX8hfz1/Kz8ovz//EX83fwE/RP95f3q/ZH+kf4C/xr/3/7B/xD/BAAxACIAYAHcAKoB2wHuATgCKQI9Aj0CwQIeA1QDRASYBA0FEgVvBW8FcAS5BY4EKwUmBfUEUgVdBP8EuwMyA7wCxwF5AVsBxAA5AX8AUwB/AHL/wf/a/vP+x/6R/in/0f6j/3f/X//j//z/y/+V//L/X/9V/3f/Rv8L/xD/6f7R/un+h/69/hb+l/3l/dP8Ov3//EX8Jv1F/Hb89fxF/IP9cP2X/Xj+1/2g/oL+CP6l/i/++f10/nX9G/60/fX8av5m/W/+5P59/jP/af84/yn/y//p/s//xv+L/z8AawCa/80AfwAJALQBNQACAggBpQFHAqUBFQOGAoADigPKA/YDBQQiBDIDtgNyA9ACtgPBAugCEAOqAT0CAgIcAbkBAwHSAJEBCAH+AIMBCAEhAfUA8AChADEAhAD8/1gA4/9EAPL/IgDj/3z/vP+W/kb/s/7u/hr/Pv7k/mX+CP7a/iX+m/4p/xL+Gv9l/g3+vf5w/Zb+YP6c/Uv/Zf5q/jz/s/4k/y7/gv4C/wP+pv0N/hj99P06/WH9K/0T/Wv9yfxr/Un9uf0b/nj+x/7k/rP+bf/k/lX/7f+L/3AAdQA0AasAUgFNARcBuQH1AKUB1wBSAcwBTQHzAfgBkAJuAj0CggJVApsBEQJRAm8BggJHAuoBvAIfAoYCRwIbApUC/QERAtYBjAEqAWUBAwESAf4AawDrAE4AfwAJAD8AIgCo/10ALAD3/7UALABmAGYAnv91ACT/AAB3/zj/ZP8a/+T+ff5B/w3+Gv/5/XT+dP75/db+of2W/rn9nP2h/WH97/3D/Uf+eP6g/pv+jP5v/uX9IP4D/kz+Vv5g/i7/oP4Q//3+d//f/nz/qP+p/jEA/f6e/8b/t/86ACcAPwDIAHUAOgBDAfL/zQChAD8AFwF1ACYBVwH1AAwCoAHbAf0BeQFuAogB2wERAuoBJALMARECvQHHAZYBpQGMAXkBxwFlAfgBAwHlAYgBSAEbAroAmwGXACEBzQAYABcB8v+mALUAHQCOAIQASQAEAGYAGADo/8//z/8iADj/kP93//P+hv+H/gL/vf5H/qD+Kv5B/wP+Lv8S/kP+Kf8Y/QL/4f2C/sf+ff7R/in/jP6B/wf/Zf6e/5z9Rv+I/Sr+eP6X/b3+6v2l/t/+JP9B/1r/vP8JABX//P+B/4H/hACt/yEBegDIADkBWABgAYQADQH1AOEATQHhAC8BPgH1AOsAmwH5APMBCAHRAUgBsADbAbz/rwF/AKsAlgFwAH4BKgHhAE0BbwEDAaUBAwH+AKUBkwANAVsBegB0AcgACAESAZwA0gCTANIAJwAcAeP/nACmANn//gB8/2IAGADo//f/bf/Z/yT/3v8p/3L/kP+9/pr/dP4p/0f+YP7C/pf9uP6v/Wr+Jf7q/Yf+Jf5D/q7+Of6z/tb+W/7k/lb+Gv9l/jj/2v6p/rz/uP4dAHz/vP+JAKP/NQAsAJX/kP8TAHf/GABOALL/WAAJACwAkwBwADoAkwAdAAQAnAD8/1gA0gAnACYBugB6APUASQDEADEA0gBwAGYAVwFwAAMBzQC6AKEAyAAXAZcAZQFmAEMBEgFdAEMBdQDcAL8A1wDhAPUAtQC1AJMAfwBrAHoAIgBiAIkAhv/hAJr/1P9iADz/EwCL/63/1P9p/23/4//R/ob/M/8C/57/b/7t/6D+S/9B/5H+gf/a/p7/vf6t/9H+bf9t/+T+sv90/uP/eP6e/9/+cv/9/qX+1P8l/icAzP63/4H/bf/B/4H/t/9L//L/ZP8JADUAHQBmACIAawBTAIQAWABmAE4ALAB1ACIAXQBJALAAegC1AI4ALwFEAM0AlwB1ANIAWAAIARgASAGEAC8BnAAhAY4AiQAmAa3/IQG8//kAhABOAOYAWACrALUAugB1APkARAChAE4AOgBiABMAGADy/+3/EwCj/9T/1P/G/8H/TgCQ/97/AABG/0kA+P4dAJX/vP8xAJr/vP+t/5X/nv/e/1//9/8Q/5X/Qf8k/0H/EP+3/+7+BAAp/1//nv8z/6j/fP+e/1D/CQBL//f/vP+e/9n/wf9EAK3/y/8nANT/HQDt/9n/PwCa/2IA/P9YALz/OgATAPz/WADj/x0Amv+OAPz/jgAiAHAAXQBEADEAYgCrAPf/6wD3/5wAIgAxAH8ATgBYAD8AoQAnAM0ACQBYAD8A9/96ABgAhAAJAFMAZgAsAGsAsv9TAMv/6P/o/8v/1P+a/xMAfP8sABr/8v/o/wf/CQA4/7z/X/+B/+P/af+3/3f/z/9B/7f/sv8C/xMARv8TAJ7/UP/o/1D/BAAu/8v/Wv93/7f/X//U/23/2f9V/6P/xv/P/4b/rf/e/6j/9/+y/97/8v/L//L/xv/G/5D/wf/Z/7z/CQBy/1MAo//o//z/nv9YAKP/JwAEAPL/EwDU/zEAt//y/0QAt/9JAO3//P/U/ycAXQDy/6EAvP86AB0A1P9iAO3/HQDP/x0ACQDy/0QA6P8EAHUA6P8YAF0AEwA1AA4AEwAiABgALABdAAkARADy/xMAJwDZ/6P/YgDU/wkALACj/zoAo/9rAF//NQAEAOj/BAAsACIA7f9dAJr/fwDL/0QAy/8YACIA7f9YAMv/EwC8/wAAJwDZ/yIA/P/y/wkA9/8iALL/HQDL/wAACQDG/97/6P/3/63/RABt/yIACQDj/ycA4/8dAMH/UwDy/x0AIgDj/x0A1P8TAPL/EwBdAMH/iQDP/8//PwDo/1gAy/8sAOj/z/9OAPz/CQBOABgAPwBJAF0ARABJAAAA/P9JAMb/OgDo/8v/UwCL/wAAfwCo/z8ABADj/zoA6P/8/zUAy/8YACcAz/8sAMH/OgAAADoAGADj//f/9//y/+P/GAD8/xMADgA6APL/AAAEAPz/BAA/ABgANQAAACIAPwDG/x0AEwDo/yIAIgAnABMAHQA1ADoASQAYACwA8v8dADEA2f/e/zUAmv8OAE4Anv8YAPz/BAAEAAAA7f/j/wQAxv8OANT/6P/8/97/GADL/+3/8v8AAA4AJwD3/9n/IgDL/+3/AADt/yIA/P/8/ycAHQAOACIA/P8iAAkAGAAOAOj/AADL/0kA1P/gAQIC9QA9AuYALwFG/10ATgBB/xMA5P7e/7j+WAAsADUAhABTAI4Az/81ANn/nABwAF0A3v9iAEQAUwCTANwAJgHe/10Alf9L/x//zP4k/xX/H/88/yn/JP9a/wv/lf88/xX//f7z/v3+0f48/zP/ZP9V/3z/gf+3/5D/mv/e/4b/sv9k/3z/i/+j//L/9//Z/wQA8v93/6j/rf+j/0H/kP9a/63/kP+t//z/t/8nALz/TgATAF0AdQBrAI4AiQCmAGsAsADEANIAjgC1AKYAsACOAEkALAAEACwANQAEAB0AEwAnABgAz/8JAIv/xv/U//z/CQDU/ywA1P8sAB0ANQAEACwAZgA6AFMA/P9dAAAAHQBJAAkABADy/wkA9//e/6j/8v+Q/9n/qP+o/9T/d//U/7f/GADL/97/EwAEACcACQAiACwAPwAiAE4AEwA/AFgASQBOACcAXQA1AFgAIgA6ABgALAA/AAAASQAJAAQA8v8YAPz/AAAAALz//P/j/8v/AAAdAAkAJwAAAO3/LADj/8b/CQDG//f/HQDy//f/y/8EAO3/BAAxAM//z/+t/+P/vP/Z//L/wf/8/8H//P/o//z/6P/3/8H/z//G/7L/HQDP/zEAAAAiAAQAXQBEADUAegAJAFgABAATANT/xv/G/+P/BADZ//L/AABiADEAPwAsABgAHQDG/97/7f/e/9n/AAD3/6P/wf/t//f/GADo//z//P8YAPL/8v8AANn/EwDZ/yIA3v/3/+j/vP/3/8//8v/B/+j/vP8OAOj/af/U/8b/7f/Z/97/wf+V/8H/mv/G/63/vP/G/7z/8v/e//z/4//y/+P/CQAYAA4AEwAEABMA7f8JAO3/7f/8/wQACQD3/wAAAAAOAO3/xv/o/63/z//P/+j/EwDo/zoA8v81APf/AAAsAAAABAC3/8//mv/e//L/8v/y//L/vP/G/8v/qP+3/5X/1P/Z/9T/vP/L/8b/z//G/8v/mv/L/+P/vP8EALf//P/L/8v/3v/3/9n/mv/e/3f/y/+y/7f/2f/j/8v/xv8OALz/OgD3/+3/AADZ//L/sv8EAK3/4/8EAOj/6P/o/+3/AAAJAMv/BAD8/wkAHQD8//z/GAAxAA4ACQAnAPL/8v8YAAkAIgAdAEQADgBYAB0AGAAYAA4ASQAEAF0A1P8sABgABAATAPf/UwAnAHUANQBTAEQATgBTAE4AXQBwAFMARACOAEQAJwAJAE4APwA1ADoAMQA/AAkANQAOAAkAIgAiAB0ABAAEAPf/GAAYABMAAAAYAO3/AAA/ACwAXQA/AD8AIgA/ADoAPwB1AFMAXQBYAD8ARAAiADUASQA/AFMAHQAYAA4ABAD8//f/8v/L/wQA8v/3//L/xv/o/9n/3v/L/+3/2f/U/9T/2f8TAO3//P/t//z/NQATAB0ASQAiAD8AEwD3/w4A4//e/8//BAAAACIALAATACIABAAJAMv/o/+Q/7L/1P8OAFgAdQB/ADUAEwDe/8//1P8EAEkANQAOABMAEwDt/zEARABrAEQATgA6ACcARADL/8//LABTAN7/awBrAB0AawAiADEAGAAEAAQABADt//z/z//G/+3/7f8TAO3/6P/o/7f/2f/L/8b/wf/o/+j/xv8sAOj/CQDo/+P/3v/L/+3/mv/3/8//8v/P//L/BACQ/wAA2f8AAPz/2f/U/4v/sv+e/6j/1P/L/9T/7f/j/wkADgAxABMA9/8EAAAAGADZ//L/6P/y/wQA1P/y/xMAIgAEAAQA3v/j/+3/3v/y/8//4//o/zEAMQAiAFMAIgA1ACwA/P/Z/97//P/o/wAA9//j/8v/7f/8/7f//P/y//L/7f/8//f/o//G/57/wf/P//z/BAD3/wkAnv+Q/3L/d//G/+j//P8EAAAA4//j/x0AGAD8/w4A9//Z//L/xv8TAEQAEwAsAMb/o/+t//z/IgBEAHAAEwAdAM//AAAJADoAcAAOAEkA6P8EABgAGAA6ADEADgDo/xgADgA6AHAAIgAnAPf/o//o/7f/9//j/+P//P/o//L/1P/3//z/9//Z/xMA2f/j/8H/1P8JAM//RAAnAAkAJwATAAkAEwD3/ycAGAAJAN7/z/8AAN7//P/j/9n//P8iAAAAHQD3/wQACQDo/xMA6P8YACwAMQAxAB0ABAATABMA6P8YAA4ADgA/AEQAegBEADUALAD3/zoA/P8dADEABAAJAPL/BAAEAPz//P8YABgACQAnABMAJwDZ/8H/9//L//L/4//3/+j/z//y/97/AADU/8b/8v/j/8H/3v/3//z//P/t/97/7f8nAAAA8v86ADoAJwBEACcAIgAiABMAIgAEADUASQBmAIQARAA6ACwACQAOAF0ASQBYAHUALAAxAAkAMQAOAOj/RAATACwA9//L//z/8v8JAAkA/P/t/8b/z//L/8v/8v/8/wkA/P8YAAAAxv/Z/97/6P/Z/wQACQDP/wQA9//o/xMAz//j/8v/t//y/8b/1P/B/7f/z/+j/9n/z/+8/9n/nv+e/7L/kP+B/6P/gf+y/7L/lf/e/7z/7f+o/6j/6P/G/wAABADj//f//P+3/9T/6P8AACwALADj/+3/8v/Z/xgA9/8YAAQAEwAYAOP/BADZ/97/4//e//L/7f8TAAkACQD3/8v/wf/U//L/AADZ/+3/BADG/wAACQDy/97/7f8TALz/6P8EAKj/4//t/9n/AADo/wkA6P/y//f/AAAOANn/z/+8/+P/z//U/8H/z//3/8//JwAAAA4APwD8/x0AJwD8/wQACQAJACIACQAYABgAIgA6AA4A/P9EAB0A8v8TAPz/EwAEAPf/DgAJAOP/6P/3/wQAGAAOACIAEwDj/wAAGAAnAAQACQATAN7/DgDy/wkAGAAdACcADgA6ADEATgBYAEkAGAAiAE4AHQAnABgA9/8TACcATgBOADUAPwDt/w4AMQAAADUAJwAdACcA8v/o/w4ACQAdAHoAMQA1ADoA7f8dABMACQAdADoAEwD8//f/EwA/ABMAEwAsACcA9/8OACwAMQAiADoADgAAAOj/1P8YAPf/DgDt/wkAIgAAADEAPwAsAA4AMQAxABgAIgAEABgAIgAYAA4A3v8AAAkA8v8YAAAA4//j/7z/9//t/8H/6P/e/9T/6P8EAA4ANQA1ACwALAAEAPz/7f/o/8//9/8JAAkAJwDy/wQAAAD3/z8AOgBTADUADgAxACIA9//j/zoA9//e/ywA6P/j/9T/9//o/+P/GADy/wQA4//y/+P/xv/8/8v/y//L/8//3v/o/+P/2f8TAO3/2f/t/+3/CQAnAA4ANQAJAPL/NQAsAD8AEwATAAAAMQAsADUALADo/x0AHQBOAEkALAA6AD8APwAsAFgAPwAnAD8AGAAEACwAGAAOACIA/P9EAAkADgAxABMARADy/xMAAAAEAPz/xv8OAOP/BAAiABgACQD8//z/3v/j/97/3v/Z/+P/xv/y//z/wf/Z/8H/vP/B/7L/t/+o/8H/xv/P/97/t//8/9T/vP/o/8//1P/L/+3/y//o/wQACQATAAQA7f/j/zEACQAOAAkACQAAABgADgD8/zEAAAAsAAAAIgA/APz/JwD3/9n/2f/j/wkA6P/o/8b/xv/3/7z/3v8YAPz/AAAEAA4A7f8JAEQANQAsAAQA8v8AAOj/CQAnAOj/7f/B//z//P/U/+P/4//t/8b/AACy/9T/6P/B/9n/z//o/9n/rf/j//L/8v8TAOj/HQAEAA4A/P/e/+j/9/8JAAAAAADL/ycA7f/t/9T/kP/j/+P/AADP/9T/GAAOAOj/AAD8//f/4/+8/97/z//o//f/EwD3/wkAOgAJAAkAIgAOAPf/EwAAAOj/6P8EAPf/CQATAOj/JwAOAPz/BAAAAAQA9//o//L/BADt/wQADgDt/0QAEwAYAEQAAAA/ABMAIgAsAAkAEwD8//L//P/e/9T/8v/o//L/7f/8/wAA/P/Z/+P/3v/B/+P/6P/3/97/1P8AAOj/BAAEAOj/DgAdAA4AGAAiAAkAAAAOAAkAEwAOAOj/LADy/wkATgDo/wQACQAAAAQASQA/ACIABADe/x0A/P8YACcAAAATACIABAAxACIA6P/8/xgAEwAAABMA3v/j//f/4//Z/+3/3v/U/+P/4/8EAOj/7f8dAO3//P8YAPz/9//o/+j/1P8TABMAOgAsAAkA9//U/+3/7f8iAPf/1P8EAAAAGAAnAPz/HQAJAPL/7f/8/9n/CQAdAPf/LADy/wkAEwAYAN7//P/3/8v/MQDj/+j/2f+y/+j/xv/U/8H/y//Z/8H/4//U/7z/8v8YAAkA8v/t//z/6P8TAOP/vP/o/8H/6P8YAPf/7f/j/63/4/8EAM//vP/8/wAACQD3/97/4//o/ycAz/8EAPf/y//8/8b/4/+3/7z/vP/G/8H/vP/B/8b/qP+t/9n/qP/Z/8//1P/G/8v/2f+y/+j/y//e//z/1P/o/+P/xv+3/8b/7f/j/8b/wf/B/8//6P/o/+P/3v/Z/8H/t//U/7L/7f/8/8//EwDj/97/CQAEAA4A2f/o/97/sv8OANT/y/+8/4v/4//G/+P/rf/B/9T/2f/j/7z/xv+a/+P/vP/Z/wAAwf8AAAAABAD8//z/8v/t//z/y//L/8b/4/8JAOj/t//U/7f/sv/t/+3/3v+y/97/4/8JAN7/2f/e/8//CQAxADoAAAA/ACcAMQA1ADEAIgAiABMA/P8dAAQAAADj/wkA2f/e/ycACQA1ACcACQAiABgAGAAsADoAOgBJADEALAAsAA4ANQAsADEALAA6AFMASQBwAD8ANQBOAGYAPwAiAA4AMQAOAPf/EwAAADUABAAnACIAGAAnAPz/z//L/wAADgAYAPf/EwAOAAAAEwAsACIAGAAJAO3/GAAnADoALAAJABgAIgD3/wkAGAAdABMA/P8/ADUAEwAYAB0AEwAxAFgANQATADEAGAAnAF0ADgAxADUAMQAiAAkAHQAJACwAGAAOAPf/CQAiADUAMQAYADoA2f8iADEADgAnAPL/7f/o//z/7f8AAMH//P/8//L/HQDo/xMADgAEABgA4//P//L/7f8OAAQABAD8/9n/2f/B//L/y//U/97/7f/3/97/xv/y//z/o//Z/9T/1P/j//f/6P/U//z/3v/y/wQA4//8/wAA1P/P//f/1P8AACcA/P8iAAAAEwAJACwADgDe/wAA6P8JAMb/1P/3/9T/7f/8/wkA6P8JAM//6P/y/97/HQC8/w4A6P/e/63/z/8EALL/GAC3//z/6P+3//f/z//3/8b/6P/e/7z/CQDe/9T/z/+V/8v/y//8/wAA8v8JAN7/EwD8/+3/4/8OAPL//P/y//L/EwDL/ycA4//3/wQA4/8EAAAAJwAJAOj/8v8dAO3/NQBEAPf/IgAAADoAOgA1AAQAxv8iAMH/7f/e/+j/EwDP/x0A4//o/+3/7f/8/+P/6P/o//z/CQDP/8v/HQDy/7z/3v8AAM//xv/B/+j/8v/3/wQA8v8JABMA9//t/+3/2f/3/8v/z/+y/7f/2f+8/xMAAAAsABMACQAdACIAPwDt/xgA9/8YAA4ABAAYAPz/8v8iABgAvP/Z/5X/t/+3/9T/AADZ//L//P/8/8b/3v8EAO3/8v8dABgACQDt/ywAHQAnAD8AHQA/AM//IgAJAOj/CQD3/zoABAAdAAQAAADo/8v/xv/o/+j/z/8OAO3/BAAAAPL/GAAdACcAJwAdACwAMQAiACwAJwAJAA4A/P8sABMADgA6ABgAIgAEAPf/NQAiABMADgAYAFMADgA6ADUAAAA/ACwADgAJADEATgAdACIAMQAnAAkA8v8nAMv/6P8EALz/7f/G/+3/4//t/x0A/P8dAAQA7f8EAOP/z//e/97/6P/U/+3/6P8EAPf/4/8JAPL/IgAYADEACQD8/w4A6P/8//f/OgAOAOP/JwDe/97/8v/Z//z/2f8YAAkADgDt/8v/DgDe/0QAHQD8/ycA/P8YAA4AEwAEACIABADj/xMACQDy/wQAAADZ/wAAz//o/+j/2f/j/+3/vP/j/xMAwf8EAN7/BAAiACcAEwDy//L/DgAsAAQACQAJADUA8v/e/+P/BAAJAMv/8v/Z/8b/y/+y/xgAz//o//f/1P8AAK3/6P/P/+P/z//Z//z/wf/e//z/1P+8/7f/xv/G/7f/1P+y/9T/qP+8/9n/qP/P/8b/xv/j/+j/xv/U/9n/z//U/+j/6P/j/wAA2f8JAPz/6P/y/97/qP/Z//f/o//3/8//2f/t/9T/GADP/w4ADgDZ/wkA9//y/8b//P/3/8//9//8/wQA4//U/+P//P8YAB0AGAAiAOj/IgAnADoAdQAsAEkAawAnAB0ATgA6AGsAZgBiAFMANQAxAA4ATgDt/xMAMQA1AIQAAAA1AAQA6P/y/wkABADo/z8A9/8YACcAEwD8//f/OgATAN7/y//t/97/DgAEAPL/BAD3/xMAxv/L/8H/y/8EAAQA7f/o/8H/DgAxAO3/NQATAA4APwAsAB0AGAD8/x0AIgAdABgARAA1AEkANQDt/zoA/P81ABgAAAAAAOj/OgAiAAAA8v8OAAQADgAAAAQADgAAACwAIgAJABMA8v8nAAAA3v8dAAAAEwAEADoAWAAsAEQACQAxADUAEwBEAA4ATgAsAPz/LAD8/xgA8v/t/9n/CQAJAMv/DgDj/0QAGADt/wQAEwDy/9T/LAD8/xMAPwBTABMAIgAxAPf/MQD3/w4A3v8EACwA7f8JAO3/9/+8/wkACQDj//f/LAA6ACcADgDZ/w4AvP/3/+j/t/8TACcAMQDo/8v/2f/8/9n//P8YAMv/IgAdAAAA/P/t/+P/GAAJAAQAGADy/zEA4/8nAOP/1P/3/7L/DgDZ/+3/6P/U/xgArf8sAHL/ugAvATEAIgCQ/x0AUP8EAEH/2f/G/7L/NQD4/g4A4/+o/ywA7f+L/7L/8v/G/w4AMQDP/3AAqP/G/zEA1P8nAE4A7f/j/zUA7f/3/xgAAADL/+3/1P/o/+j/6P/e/8b/9/8OAM//6P8JAAAAIgD3/xgA9//y/97/1P8JAAAAEwAAAAkA4//8/w4A7f/y/8H/RABdAPL/t//P/7z/xv+j/4H/kP+y/8v/2f/P/5D/LADe/xMAz//Z/xMABAAsANn/7f8iADoAvP/8//f/6P/B/9n/rf/8//L/6P8dAJr/BADj/9n/vP+a/8b/3v/j/xgA3v8TADUAEwA6AOj/OgAsADUAPwAnAAAAJwAdAM///P/L/+j/DgDe/wQABADL/zEACQAEACIA3v8JADoAJwAnAD8APwAEABMAOgATADoA7f/3/xMAEwAsACcACQD8/ycADgAxACIACQA/ADUA9//Z//f/BAD8//z/BAAYAO3/IgAOAD8AIgD3/1MABAAnAPf/EwAJABgAUwAJAE4AOgAYAEQALABTAGYANQBEAEQAEwA6AFgANQBJAAkAHQAOADUANQAxAE4AAAAiAB0AIgAAACwAIgAnAE4ACQA6AB0AEwAxAAkALAAsAB0ACQATABgA/P8iADoALAAxAA4ANQAxACwALADU/zEA1P/e/+3/8v8AAMb/RADL//L/MQDo/+P//P8AAOj/9//t/8v/8v/P/+j/BADj/x0A4/8OAOj/CQD3//f/SQDt//z/9/8AAPf/1P/B/97/BADt//L/3v/3//f/2f/t/wQA/P+8/9T/DgDt/9T/BADP/wQABADL/w4Awf/P/xMA1P/8/xgABAAYAMv/z/+a/57/y/+e/8//sv+8/8H/1P/B/7f/4//t/+3/3v/U//f/6P/e/zoADgBTABgACQA1APf/7f/t/yIA7f9YACcAJwAEAPz/GAD3/ycAy/8/AOP/4//8/+j/EwDL/9T/qP+3/6P/o/+G/63/4//B/6j/3v/U/9T/EwDe/xgAy/+8/yIA1P8EAAQA3v/3/97/z//e/+3/qP/j/8H/z//e/5D/z/+a/7z/qP/Z/+j/o//B/8v/7f8EANn/4//P/63/EwDG/wkA3v/3/x0A7f8JAPL/RADj/zUA7f+3/wQAqP/3/wAA6P8nANT/9/8sAOP/GAD8//f/9/8TAPz/BAAiABgAGAD3//L/AAA1ABMA9//y/xgABADy/ycABADy/w4AMQAiABMADgAJAAkADgBdACcANQAsAAAATgAdACwAHQAJAD8AMQAxABgADgAiACwAIgAAAAQA1P/P//f/6P8OAPL/AADt/9T/AADP/wAAMQAYAAQA8v8YAAAAy/8nAB0AMQAAACwAUwAiAGsAGABYAEkASQBrAD8AawA6AFMADgAOACwA3v8sABMADgAOACcAJwDZ/z8A/P/y/wkAGAATAOj/CQDy/x0A7f8AACcADgAJAPf/z//P/wQAt/8AAAQABAAAAMb/EwDy/97/9/81APf/CQA1AEQANQA1ADEAHQBEAB0APwA6AEQABAATAPz/BADP/7f/7f/U/wkAz//o/9T/BADP/97/7f/8/zoA8v86AM//8v/8/+P/6P+o//L//P8iACIAAAAYAAAAy/8AAMb/1P/L/8H/BADy/wAArf/Z/5r/z//B/63/CQCa/+P/y/+3/8//7f8OAM//y/8EAPz/2f8AAB0A9//P/+3/7f/y/7f/2f/y/8b/4/8/APz/y/81AMb/JwDU/97/6P/P/04A4/81AO3/9/8dACcAGADy//L/wf8JALf//P/P/9n/DgDj/+3/9//o/63/LAAsAMb/vP/y/6j/kP8EACIAqP/e/wQAmv/Z/xMACQDt/xMA9/+o//L/vP/L/8H/wf/Z/2n/7f/Z/w4AWv+G/wAAlf/e/9n/1P/B/zUAmv/y/w4A1P8AAO3/MQAEACIAHQDt/8//HQAsAAQADgDt/wQA/P8YAGYAIgDZ/8b/8v8nANn/SQA1AD8ANQDB/w4Ay/8dABMA4//3//f/z//P/wAA8v8YAPf/CQAxAB0Axv/Z/w4Ay//o/+P//P8JANn/PwD3/x0AAADP/8H/3v/Z/+j/NQDB/0QAHQAsAN7/HQAOAAQAXQDP/zoAy/8YAO3/8v/y/+j/EwDU/zoABAAnAO3/TgAdAAAALAAAADEABAAdAOP/JwAdAAkAAAAYADEABAAAAM//GAAdANT/IgDt/7f/PwAOAJD/CQAJAMb/OgDB//f/CQDe/x0A8v8JACIAJwDo/7f/sv/e/+j/vP/P/xMACQBmAOP/z/81AOP/TgAJAJD/LADy/6P/MQCe/wQA9//U/2IA7f/8/1MATgAdAD8AIgAdADoAIgAYAEQAOgAxAEQABAA1ABgARAAsAOj/CQAsACcA1P/Z//L/MQDP/+3/3v8iAPf/sv8AALf/DgC8/6j/7f+Q/8v/i/+8/5r/X/8/ACT/YgAa//kAx/75ANr+vwBy/zkBDQXC8TcDDv1MBj0GAfMk+0P5zgQjA0AI1v6V/zsEG/73Bgn9MQBcCYH7cP1B/6n+BACz/sv/eQEbBhr/t/8a/1MA6wBb/n4B8v9wAN/+fP9p/1D/qwAiALz/h/6l/lX/9/8iAGYAKf+j/6P/d/8nADoAZgC8/6j/gf8TAM//vP8xAJr/LABiAJ7/AAAAAB0AMQAsAN7/lf+8/3L/DgDP/zUA6P93/4kAwf/e/wAA8v8OAMH/EwDe/zEA4/8dAE4A2f8OAOP/8v/U//z/HQDB/xgAt/+8/wAAhv8TAOj/7f/y/+j/2f8YAEkARAAAAPz/MQDy/ywAhv8dAOj//P9OAMH/HQDB/x0ANQA/AMv/3v9rAO3/PwDZ//f/AAAYAD8ADgA/ANT/egDP/6sAvP/3/zUAnv9mAPP+6wBt/0kATgBQ/w4Agf9EAK3/HQDj/zEA2f9TAAQA9/9EABgARADy/xMAo/8JAMH/7f/e/8v/9/+G//L/7f8TAA4Asv/3/6j/9/91AA4ALAC3/97/fwDj/9n/3v/j/8v/rf/3/5X/cv8EACIAxv/8/zoATgCJAE4AEwDP/xMAlwDo/0QAEwATAPz/vP8xAJr/JwDU/8//4//t/xgA6P91ACIAEwDo/zUANQDj/wkABAAsAB0ARADe//f/HQDy/10AMQAdAA4A4//t//f/BADy/w4Ai//t/xMA1P81AMv/NQCy/97/JwCj/38AIgA6ABgASQCJAPz/awB8/wQAPwDe/4kA1P8TAD8A9/8TADUAOgBrAPL/CQATAKj/UwD8/97/MQAdAA4AOgA1AAAAAABmAA4A3v8AANT//P+y/04A9/8JAAQAt/9OAAkAZgAnAAAAMQATAA4A/P9OAOj/IgAxAOj/8v+j/8b/4/+3/9n/RADZ/wkANQAJAK3/y/8dAOj/JwDt/8b/GADL/97/8v/G/04ACQDG/wkA4//e/2sAwf8YACwA1P8JAJD/PwCQ/97/6P+e/wAAWv/U/7L/o//Z/8H/xv9y/4v/nv+8/9T/qP+y/6P/4/9f/wQAYgC8/xgAvP+3/63//P/G/8//IgDo/x0A4//j/9T/BAAEAM//AADj//z/HQAEAEkAEwDG/+j/xv/B/7f/t//o/+3/CQDt/7z/vP+8/yIA9//8/+3/9/8nANn/MQATAPf/HQD8/8H/DgA6AB0A1P/t/0kAAABOAAkA2f8sAB0ABABmAOj/8v8xANn/9/+t/w4A6P8OAAQALAAiABgALADG/xMAnv8JAOP/4/8iANT/DgDP/9T/EwCy/6j/4/+3/z8A1P+e//L/2f8TAJr/HQA6AA4AHQA/ADoAxv9OABgAGAAdADoASQBJAIQA/P8nAA4AUwATAEQARADU/04Axv9mAOj/3v8iAIv/EwDZ/wkAy//t//z/4/8iAOP/DgAEACIA/P/3/0QATgAsACIAEwBOAGsA8v8xAGYACQBOAD8ASQAiAOj/SQDy/38ATgAJAF0A/P9TACcADgBEACwAAAAYADEAxv9YAF0AEwAnAPL/GAAAAF0AHQAnAM//o/9TALf/3v/j/+P/7f/U/xgA3v/y/xgAAAAnAAQAMQAxALf/AADU/wQA8v81ACcAxv8iAM//DgDy//L/z//y//f/BAAAAM//OgCe/1MACQDe/zoA2f8iALL/JwD8/7L/8v/Z/8b/9/8dAO3/7f/U/8b/2f+o//L/qP/B//z/wf8JAIb/3v/U/9n/BAAOAPf/GADe/97/NQD3/zUAy//U/8v/DgAdAO3/LADL/9n/RAAAAO3//P/L/8H/2f+Q/63/CQCG/+j/mv+y/wQAkP/3/9n/6P8AALz/NQDU/8H/7f+o//L/7f/3/7z/8v/e/w4APwAEAA4A9//t/zUAJwAYAAkA1P9mAOj/AAA1APL/HQAYAEkAHQBEAM//BAAYAAQARADL/yIABAA6AD8ANQAOAH8AIgAYAI4AkP9rAN7/3v/8//f/RAC3//L/4/8dAO3/PwDe/ycA9/+V/x0Asv8YAMH/LADo/9T/AACo/xMA7f8nAPf/t//y/wkA4//U/8//IgATANn/6P/U/+P/z//U/+3/7f/P/w4A3v+y/wQAi/86ABgAt//y/63/HQDy/yIADgDe/8H/xv8/AAQA6P/8/zEAEwAYADEAJwAdACcACQA/AE4A/P8sAAQAHQD8/zoALAAEAGIA6P9OAPz/9/86AOP/BADL/zUACQAYAPL/wf/P/8b/EwC8/8b/xv8OAOP/y//L/+j/IgDo/wAA3v8JACwA8v8EAPf/DgATAA4ANQDt/zoAIgAJACcACQA1APL/HQAdACIAOgAdAEQAAAAsAPL/BAAdABgARAD3/zEAEwA/ACwANQAiAPz/DgAEABMADgAOACwAHQD3/w4Ay/86AN7/cABJANT/jgAdAB0AJwAiAM//NQAAABgAOgA/AEkADgA/AAQALAD8/zUAWAAJABMAOgAdAAQA1P/y/0QA9/8EACcA8v8AABgABADo/xMA9/+o/xMA2f/U/wkA4/8iAPL/8v/8/+3/EwAOAO3/4//j//f/BAD3//f/4//U/+j/HQDe/xgANQDt/zoAGADU/8H/6P/Z/9n/9//y/ycACQBOAB0AHQDo/+P/IgDU/+P/8v8nAPf/BADL/wQAz/+3/xMAHQAEAMH/AAAOAAQAAAAxABgAWAAdAAkA7f/U//f/3v/8/+j/BADt/wkA4//t//z/t//L/8//3v/j//f/BADG//f/2f/8/wkArf/U/9n/z//o/8//qP/Z/9T/IgAsACcADgAAAB0ABAATAPL/LAAiABMA4//3/xgAEwAxAHUASQATAEQAHQA6APL/8v/o/ycA2f8AAAQAqP8TAPz/TgAsACwAAAAAAO3/xv/L/4b/z//P/63/xv+a/6j/z//U/6P/xv+y/7f/AADU/wQA3v/o/ycAIgAAAAkAEwDt/x0A7f/8/7z/6P/t/7f/HQCo//f/DgDt/xgACQAAAMH/xv+3/xgA8v/3/wAAEwAAALf/HQDt/wQACQDP/+P/7f/G/9T/9//L/+3/t//Z//L/2f8TAK3/EwD8/+3/6P/Z/xgAz/8nABMAGAA6ADoAWAATANn/EwDP/+P/BADP/+3/3v86APz/NQBEANn/EwAEAAkA7f/o/+j//P8EAN7/GADU/+P/vP/B/w4AEwAEABgAOgAsAE4AMQA1AAAABAAYACIALAA6ACwAOgBOAAAACQAYABgAIgBrAEQA7f8AAF0ADgAAADUAWABTAAkANQAEAA4A7f8xAD8ACQATANT/EwDU/+3/t//j/wQAnv8dAMv/xv/t/9n/z//o//f/1P8dAO3/1P/t/+j/DgDt/6P/GADt/63/qP+o/+j/sv/o/8//xv/t/8b/nv/Z/wkA8v/y//z/6P+o/8//wf+j//z/vP/P/9n/o/8YAA4AEwDy/yIAGAAYABgA8v8nAO3/JwATABMAEwBJADoAMQAsAAQATgDy/3UAPwBOAGsA/P8xAPz/PwDo/+j/xv/Z//f/EwA/ACIAXQAdABgAqP/y/xMAEwAOANT/3v+3/xgAo//Z/+j/nv/t/5r/rf+t/9n/6P/o/97/7f/3/+P/BADt//z/AAD8/ywACQDo/wAA/P/8/xgACQDy/w4AGAAsAEQARAAdAHUAawAdAEQA8v8TAAAAUwBEAPf/RAAYAEQAMQBEAEQADgATAFMAOgBOABgA/P8dAAAA/P/e/yIADgA6ACcA/P8JAMv//P/8/97/2f/B/7f/t/+3/5r/vP+8/8H/sv/G/9T/3v/8/9T/EwAsAA4ABADo/6P/3v/L/8b/DgDL/8v/wf+y/97/2f/G/+P/9//e/7L/2f/e/+3/6P/3/x0A8v/Z/wAA1P/P/+3/9/8JAAkABADy//z/o/8AAPf/DgAxAPz/OgAYAD8AGAAsADoA/P8nAEkAYgAxAE4AGADU/xgAwf8JACcALAATADoAYgAnABgACQBwAD8AMQDZ/ycAcABEAD8ADgBOABgAJwAYAPf/AADP/wAA2f81ABMA/P8YAJD/JwD3//f/EwDt/+3/wf/y/+j/JwDG/8b/1P+G/+j/1P/B/8v/3v/e/9n/3v/Z/yIAAABEACwA1P8sAPz/PwAnAAQALAAEAB0A/P8sAPf/HQATAMb/xv+G/9n/1P/U/8v/z//Z/8H/BADZ/+P/JwAAAD8AEwAEADUAPwBdAEkATgBOADUA/P8AAAAAIgA1AFMALAAAADEAAAAnACcAIgAYAAQAAAAJAAAAAAAJALf//P/o//z/AAAJAPL/7f8OAMb/AADP/xMAwf/P/8b/y/8EAKj/EwC8/ycA4//U/xMA4/8TAOj//P/o/9n/wf8dAMb/nv/j/+P/4//B/9T/6P/o//L/AAAEALf/t//t/+P/HQDU/zEAJwD8/zEADgAiACIABAAOAPf/y//j/8//DgDt/9n/3v/3/w4A6P/8//L/6P86AAkABAAYAK3/DgDt/yIAGADj/+j/4//e/8b/HQAJAD8Ay/8OAN7/qP/y/8H/GADZ/xMAAAAdAAQA2f/8/9T/9//e/+j/AAD8/wAA6P8YAN7/2f/e/7L/y//U/wQAo/+a/6j/6P+e/97/1P+L//z/kP/G/5X/nv/B/8//wf/o//f/wf/j/7f/t/+V/6P/sv/L/8v/1P+a/7f/7f/P/7f/rf/j/4v/BAD8/5X/3v/3//f/4//e/+P/9//y/x0AEwATAA4AMQDj/w4ADgDZ/w4Axv8nANT/CQAAAN7/MQDZ/ywA4//e/+P/3v8sANn/BAA6AAQA/P8EAJ7/9//3/+3/MQDo/0QAAAA6ADEADgAsABgAMQAAACIA7f8EAB0AEwAYABMAUwAJACwARAD3/0QA8v8TADUA/P8EAPz/GAAJACwA7f8sADEA6P8sAAQAOgBJADEARAAdAFMALAA1ADUA7f9iAAQALAAYAMH/AAC8/wAA8v/j/+j/AADj/wAAIgDP//L/3v86ADoA6P8OANT/RAAsACcAOgAJAFMAEwAsAAQAIgAJAO3/EwDy/zUADgAOAOP/wf/8/wAAAAAEAM//wf/y/9T/z//j/8//t//3/wkA/P/o/+3/GAD8/x0AIgDy//z/GADt/ycABAAEAA4A4/8OAA4Asv/t/xgAqP8JALL/BADt/8b/3v/e//L/rf8YAMb/HQAYAMb/8v8AAOP/2f8EAMv/y//L/7z/8v/t/8H/9//G/8H/y//G/xMA/P8JAPf/GADZ/6P/AAC8/+j/4/8EAAkAMQBEAAQANQDZ/x0ASQAYAB0ATgAYACcANQDo//f/1P/U/97/6P+o/5X/i/98/3L/o//L/wQAEwAYADEAfwBwADUAZgD8/zEAwf8dAB0A2f8EANT/EwC8/wQAt/8TAA4AAAAxAMv/AADL/7L/sv+8/3z/z//L/x0ADgAAADUALACXAF0AUwATAFMAJwDo/9n/d/98/6j//P/B/w4AJwATAGYAjgBOACwAOgDe/z8ACQD3/wQA/P/P/+3/4/+j/xgAwf/8/+3/7f+8/7z/AADo/wAA9//8/9T/GADj/9n/CQDP/97/vP/B//L/8v/3/xgA8v/j/yIAy//U/8H/z//B/8//GAAJACwA4/8OAMv/4//L/8b/AAAAAEkALAAxAPL/CQDG/7f/t//e/wAAAABEAD8AdQB6AH8AUwBEAD8AEwAAAO3/z//Z/8//6P8JAMv/8v/3/+P//P8JAA4AHQAJAN7//P/P//L/7f/L/+j/sv/Z/5D/LAAiACcALADL/yIAvP8iAAAAz//j/+P/DgAiADEALABEACwALAAiABMATgDL//z/OgDG/ywAy//o/0kAGAAdAPf/MQAJAMv/NQAYAPz/NQA6AA4ACQA6AB0ACQAnAAAAJwAsAB0AHQDP/10AHQDZ/x0AJwAxAMv/OgAOAD8ARADt/0kA7f8AADEAOgAAAA4ABABOADoABABYAAAAEwDo/wAA9/8/ABgACQBiACcA8v/Z/8b/fP/P/4H/8v/Z/7z/BADy/0kA9/8TAO3/MQD8/wQAUwAnAKYAPwBTAHAAUwAxAAkAPwAdAB0AGAA/AA4AHQAEAAkAOgDt/ycAHQAiACwABAA6AB0ALAAJAAkAGAAEAB0AAAA/ABgAIgAYAPz/3v/o/+P/3v8AAOP/AADP/97/7f8EACIADgDj/8H//P/3/wAARAAOAN7/3v/P/+3/1P/Z/+j/z//y//f/1P/Z//z/AAAOAPf/sv8AAOP/wf/P/+j/z/8AAO3/sv8sANn/6P/t//z/GAAdANT/4//e/9n/AAC3//z/z//t/97/DgDe/9T/LAAAAO3/z/8JAPz/GADo/wAA4//P/wkA1P+3/97/EwCt/wAA2f+t/9T/t/8OAAkA7f/P/9T/o//B/6j/d//U/8b/y/+Q/7z/wf+t/9n/kP/e/8v/AAC3/wAAAACV/x0Asv8EAKP/sv+t/8H/JwC3//f/nv/e/x0Axv/t/xMACQA/AOP/1P8xANT/DgAsAPz/CQAOACwANQAYACcAAAAEAO3/HQBJAPL/LAAOABgASQDy/wkAJwAOANT/7f8TAMv/BAC8/xMAHQCG/+P/7f/t/7f/AADG//z/9/+y/ycA8v/j//z/OgCa/97/DgAEAN7/z/8JAPL/MQDy/wAAJwATAA4ABADU/+j/MQATAO3//P/j/zoAAADy//f/LAAYALL/SQDo/0QACQD3/ycAt/8EAPf/6P8iAAQALAAdANT/cADo/2sADgAEAIQA2f9TABgAJwD3/z8ARAAYAAkA3v9EAO3/JwDj/yIAEwDo/yIA4/8AANT/GAC8/xMA3v+o/97/8v8EAN7/TgBOAIkAiQCXAHAAcABrAGsAhADG/7z/z//Z/9n/mv8EAMv/EwAdAAAAOgAxAPL/1P/y/3L/sv+e//L/9/8nAGIAUwBYAFgAcAAnAJcATgAiAA4ADgAnAAAAwf8dAFMAUwAYAN7/7f/G/3UARAAdAEQAPwCOAHUAUwBwAD8Ay//B/wQA6P/8/9n/EwDy//z/RAAxAGsAEwBOAJD/nv/U/63/7f+L//L/wf+8//L/9//j/9n/4//3/9T/xv8EAFgAUwDZ/+3/7f/8/8v/t/+G/5D/7f8OAD8AJwBwAFgAIgAnAH8AOgAdADEACQAEAKP/EwDP/9n/z//Z/9T/o/8TAMb/4//y//z/6P/8/+j/6P9dAGYAawA6AFMAIgA1AA4Awf/P/3L/BADj/wQA3v/L/04A2f/G/57/qP8f/0v/i/+y//L/sv8iAMv/sv8sAOj/rf+y/wAAkP/Z/x0Axv9mAD8AOgAEAAAA7f/o/7L/o/81AJr/AABYAIQASQCEAE4AMQB/AKj/z/+L/4b/mv+j/+3/ZgBTAPz/ZgA1AHUATgDy/0kABAATADoAIgA1ACIA7f9dAGYAGAA1AO3/AADy/9n/1P/3//z/SQBmAA4AawDy/04AIgC3/7z/nv8AAF0AjgDj/8v/cv+V/wkA9/8sAOP/hv/3/w4A6P/3/+3/HQBEADEAEwBmACwANQBEAF0AOgDy/zoAvP/Z/7f/rf8iAA4ADgDt/63/9/8OALL/z//L/+3/hv+V/5r/hv/B/wQACQA1AD8A8v9TAN7/HQAYAOj/JwA1AIQAJwBYAEkATgBTAAkAWACt/5D/1P/L/0kA6P9wAOP/2f8EAKP/9/+t/zoAz/8OAMH/z/9dAD8AOgAOADoAmv+y/8b/wf/G/+3/9/8AACwAPwA1AB0AWAAxAGYAEwCa//f/sv+o/yIA/P8/AF0ATgDy/x0ANQDe/3AAIgAnANn//P/3/6j/HQDP/04ASQDP/xgAHQDG/zEAHQDB//f/y//j/9T/MQDB/+P/4//e/3AAbf9TAM//7f8TABMAkwCe/0kAo/8xAIv/sv8EAF//GAC3/0kAnv/t/97/z/8AAKj/GADZ/ywAvP9dAMb/wf8xALL/JwDL/xgA4/8OACwAPwBmAPf/z/8YAHoA2f8dADUA9/81AAkA7f+t/wQAqP+y/7f/9//e/63/GACo/w4Ao//B/wkA7f8xAE4AIgAEACcAHQDt//z/t//e//z/wf/L/4H/9//U/97/7f8OACcA/P/Z/8H/AADZ/ycA2f/L/97/AADo//L/JwATADUAqP86ADEAEwAJAM//IgAEAPf/HQDt/8b/IgDU/wkAAACt/9n/AADP/0QA9/+a/0kA3v8iAOj/IgATAMH/GAC3//z/HQD8/ycAGADj/zUAIgAYAE4AIgA6AHoAMQD8/zoAAAD8/ycAGAATAD8A8v8AAA4Az/8EAK3/8v+8/5r/AACe//z/qP/o/8v/2f8nALz/OgCt/0kA/P+3/yIA3v9EAOP/HQDt/w4A9/+3/9T/7f/t/7z/6P+o/+j/6P81ANn/z/81AK3/z/9mACT/2v51AHoAZgCa/3AACQDz/t7/t/+XAPz/bf8TAJcAUwAp/+P/2f/8/8b/1P/y/9T/9/8EAFMAz/9YADUAIgCe/9n/8v/Z//f/UP8OALL/MQAYAN7/PwDy/04AGACcAEkANQATAKj/6P8AAE4AMQA6AA4ALAATAPf/SQA6ANT/4//e/9T/AAAsAAkALABOAO3/LACV/wQADgC8/xgA6P/o/wQA3v+8/ywAsv/8/7L/8v/j/8v/LAC3/0QAi/8nAEkArf86AMH//P/U/7z/TgCj/xgABADP/+P/xv/3/7f/9/+t/wQAGADZ/zoA3v8AABMA3v/e/+3/BACo/+3/qP+y/8//t//o/57/CQATAPL/IgDG/0QANQAYAA4A9/9EAAQALAC8//f/GAD8/wkADgAAAGIAhv8YAKsAo/9wAPz/XQD3/5X/MQDP/0kAMQAsAA4ACQD8//z/BADt/wAA/P8JANn/DgDG/4QA3v/o/4QADgCt/8b/DgCG/xMArf/L/6j/BAAAAMv/IgCG/4H/z//U/8H/LAAnAAkA6P8YAPz/9/8JAM//9//o/wAAHQA6AO3/wf8nACwAIgAdAPz/3v8AABgADgAdACwA8v8AAPf/sv8TAM//4/8EAAkAAACa/zoA7f81ACIAt/8dAIv/8v/U//z/AAAiAOP/8v81ALL/UwAa/ywAPwDP/2YAsv8JAK3/fwDG/+3/IgC3/2YA3v8/AMv/SQAYAPL/NQAJAB0A8v9rAAAAZgCV/xgAEwC3/zUAsv8iAMb/PwAnAN7/HQAAAFgAYgAnAFMA3v8xAB0AMQBEAMv/XQA/AH8AvP/P/0QAGACo/6P/HQDo/0kAhv/o/zoA6P8EAIv/BAAEAAQANQCV/x0ASQA6AD8ABABmAO3/HQDG/7L/nv+o/yIAhv/e/wQAEwDo/x0ABABOADEACQBYAO3/OgD3/zEAJwAiADEADgD8/9n/3v/Z/xgABAD8/9n/UwAnACwAawAEAD8ABAD3/9n/1P8xAPL/6P+3/6P/9/8TAGIABAAJAEQA9/8JALL/7f8OAPz/7f+j/9T/2f8JAPz/6P8AAOj//P8TANn/MQD8/7L/8v/Z/zUAqP/o/zEAt//t/8//JwD8/+P//P/8/xMACQDy/+j/y/+y/wQAkP/P/ycAJwAnADoA2f/U/x0AvP8YAPz/DgA6ABgABAAnABMAHQAiAAkATgATAOP/6P/P/x0ARAAEAEkA3v/e/+3/qP/G/+3/MQDB/+3/CQDU/w4A9/+t/9n/1P/t//z/6P8TAK3//P8JAOP/EwDG/+j/1P/o/97/8v8iAO3/8v/Z/7f/z/8OAB0A2f/B/97/8v/t/5X/wf/U/8v/4//o//f/sv/Z/8//EwAOAAQABADP/zEAxv8YAB0ALABrACwAUwDj/wQAIgA6ACcA9/8OAPz/3v/L/+P/9//y/8H//P9TAAkABAAJAKj/sv+V/7L/IgCt/9n/z/+3/9T/mv/B/4H/i//L//f/HQDy/+3/7f+V/+j/6P/P/+j/t//3//L/LAD8/x0AGADt/yIA6P/e/9T/sv/B/+3/xv/3/8//xv8TANT/vP8JACwAMQAYAN7/EwBJAFMA8v/t/ywALAD3/zUAUwCt/97/IgATAAAAhv9V/xMAJwBYACIAo//o/2sAqwAdAM//y/9YAEQALACo/4H/JwAnAO3/vP+t/7f/4/8JAJcAOgDo/6P/o//B/4b/6P8nAK3/i//3/9n/AAAAAGIAkwCTAAQAwf/t/7z/xv/B/8//z/9EAPz/EwDt//f/ZgAiADEALAA/ALUAnABEAN7/o/8dAKj/RAA/ANn/LADe/zUA/P8xAJwAkwB1AAQA3v8AAAkALABdAE4AGADZ/8v/JwBJAO3/3v8YADEASQAsAPf/9//o/97/9//3/7L/9/86ADoAHQAJAMb/kP8AAAQAPwAEAN7/7f/j/ycAPwAAAAAAIgAJAB0Awf8OABgAAAAdAPz/AAAAAE4ARAAiACcABADo/9T/z//o/97/AAA6ACwALAAnAEQALABOAFgALABTAAQA7f/G/wQAHQAdAPz/7f8EAMv/BAAsABMAAADj/9T/DgDj/+3/BAD8//f/2f/P/97/lf+y/7f/1P/j/8H/GADU/+P/t//y/57/t/8AAF//CQB3/4b/hv9a/8H/hv/o/7L/9/8nAAAAPwATANT/NQDo/8b/qP+8/97/2f9rAAQAOgDG/8b/AADL/wQACQAEAEQAWAAEAHAABABOAA4A9/81AJr//P/j/wkA4//G/9n/1P/t/+P/MQATAB0AGABTAEQA8v/y/8//8v8EACcABAAxACwA7f/j/8H/nv+8/8b/sv/j//f/DgAYAE4Az/8iAAkAlf/Z/6P/wf8AANT/NQAJALz/CQC8/wkAz/8OADoABAD3/8H/BADy/+j/wf/e/wAAEwATADEAMQDt/38AGADG/97/z/81ABMAEwAdAEkAIgAJAAAAy/8EADEA8v8YAAkAOgAdAPf/BAD8/x0A3v8nACwAEwDe/wkAJwAxADoANQA/AAkANQAYAAAA6P/P//f/IgATAAkAIgDZ/zEACQDU//L/hv/o/xgAEwA6ACwAGAAOADUA7f/P/wkA1P8TAB0AMQAsAI4AYgAdAIkA4/9OAMH/GABOAGYAnAA1AHoAxv8iAMb/DgDy/7f/y/8/ANT/7f8OAIv/LACe/ycAAABiANT/MQDt/7z/LACj/ycA1P8dAB0AMQAOAGYA/P9JADEA2f8iAM//CQDy/0QATgAdANn/IgDL/9n/AADj/wAAsv/3/9n/wf/L/+P/y//Z/8b/9/8TAO3/EwAOADUAIgBOAAQA8v8OABgAPwAAAMH/8v/U/97/CQCj/yIA/P/e/zEAGAAdAA4ALAATABgABAAAACIADgAxACIACQAsACIAMQAYABMAYgAdAEQAIgAAAD8A9/8dAPz/DgAJAO3/y/8OANn/1P9EAMv/BADP//f/wf+y/7f/rf/j/6j/y/+o/+3/z//Z/63/lf/G/7z/wf+t/4v/sv/o/7f/z/+j/ycA4/+3/x0A6P/8/8//BADZ/+P/6P8EAPf/6P/e/+j/BADU/ywAEwAdAOj/EwAsAAAAEwDj/yIA7f8EAB0A9/8TAB0ACQAEAPz/6P/3/wQAGAAsAB0AJwAdAPz/NQDZ/ycAGADe/wkAz/8TAPL//P/U/wAA6P/8//f/qP8nAKP/HQDe/8b/CQCe/wQAz/8AANT//P/t//f/EwDL/wkAAAAEAAkAXQBEACIASQBdAB0AGAAxAPf/IgD8/wAAIgAdAAQAHQAJAPL/8v/3/wkA8v8OANn/HQDU/+P/HQDG/wQA7f8JAAQALAD8/+P/8v8JAB0A7f/Z/9T/EwCt/wkA2f/j/xMAxv/y/9n/BADL/97/BAAAAAkA1P/t/wkArf/y/+j/2f8EACcAGAD8/xMA/P8dAPz/AADe/9T/z//8/9n/7f8JAM//BAAAAAQA7f/y/+3/CQDt/+P/IgDL/+3/GADP/w4A/P/t//L/4//8/7f/3v8AAPf/8v/L/9n/3v/e//L/6P/o/97/BAD8/7L/1P/j/+P/y//3/wAAEwDy/8//8v/B/wAAsv+V/9n/2f8JAPf/4//L/wAA9//y//f/8v/y//L/NQDG/97/2f/y/wAAsv/3/+j/6P/t/wQAGAAJAPz/9/8JAA4ACQAiAAQAEwAOAOj/9//U//f/3v8AAM//y//3/9n/9//o/+3/3v8EAAQAJwAdABMA/P8OAGIA8v8sACwAAAAxADoAIgD8/zEAEwAEAA4ALAAnAA4AHQA1ADoALAA1ACcANQAsAN7/HQAYAMb/GAAiAA4A/P8TABMACQAiAAkAJwAiACwAGAAxAEkARAA/ABgAEwATADoALAAOAA4AMQA6AAkAOgAdAPz/MQBYAGYAOgA6ACwANQAYAAQAIgDe//f/8v8OADUADgAOAAQA6P/y/x0A2f/3//z/4//P/+3/EwDP/xMADgAAABgA/P/o/wAA/P/e/8b/4//U//L/CQATAPf/1P/3/97/9//B/+P/7f/j/9n/sv/y/+j/6P/t/+j/7f/P//z/EwDj/wAA2f/Z/7z/4/8AAN7/BADe/ycA6P/j/+j//P8sAA4AMQDy/wkAEwAdABgA/P8TACwADgAJAPL/GAAJACIAGADG//f/rf/8/w4A9//o/+P/CQDo/wQA/P/8/wQA/P8dABMA2f/L/97/DgD8/wkA9//Z/8//6P/t/9T/3v/o/wkA8v/8/7z/wf/L//L/7f+y/9n/wf/Z/9n/4//o/9n/7f/o//L/y//e/wkAIgDy/97/8v/j/wQA8v8JAPz/7f/8/x0A1P/o//f/AAAOAAkAIgD3/x0AIgA6AAkABADe/wAAEwAiACIAHQD8/xMAWAAnAEkA8v/3/+j/6P/L/7z/1P+3//f/2f/t/+P/1P/8/wQADgAOADEAEwAsACcA9/8YACwANQAxAB0AMQAAAAQAZgD8/wkABADt/zUA1P8iAPz/y//t/97/7f+o//z/7f/3/zoACQA1APL/9/8sAB0ALADU/wQADgAJACwA2f8TACIAEwAxAAkABADZ/+3/EwDU/wQA9//G/wAABAAOAPL/HQAsACwAXQAJADoALAAxAEQAHQATAB0AOgAJACIA/P8YACwAEwDy/wAAAADe/wAAwf/8//f/DgA6ABgAEwAAAB0AEwAOANn/CQATAPz/GAAAAAQAwf/o/+j//P8EAPz/9//Z/wAA9//Z//L/7f8EAPz/AAAEAN7/OgAEAA4A/P/P/9T/xv8AAOj/IgAJAPz/DgAAAA4ADgDj//L/8v/e//L/wf/e/wQABADo/+j//P/8/w4ALAAAAN7/6P/t/+j/8v/3/8b/LADj/97/AADB//L/y//L/57/o/9y/57/qP/Z/zEAz/8EACcA6P+t/8//mv/L/97/4/8sANn/9//U/+P/1P+a/6j/wf/G/8b/y//t//f//P8xAN7/y//Z/97/AADt/wAA8v/U/+3/y//P//z/6P/j/+P/3v/o//f/HQATAAkAAADo/9n/2f/8/+P/3v/U/8v/7f/t/+P/8v8OABgA4//t/wQA1P/o/+P/4//P/wQAHQDt/wQA6P8JAO3/3v8TAN7/6P/t/97/EwAYACIAGAAdADoALAAYAPL/HQD3/wQADgD3/xMAAAA1ADEA4//U/+3/3v/U/8v/qP/B/7L/o//G/6j/1P+a/63/y/+8/8b/mv/Z/7L/4//U/8v/8v/G/wQAAAD3/+3/z//G/+3/1P/L/8v/y//3/wAAIgAYAPf/GAAOADEADgAAAD8ACQAsADoARAAdAEkAUwBEAHoARAB6AF0AdQA/ADEANQAOAHAANQBOADUAPwAEAO3/IgAOACIAIgAdABgATgATACwALAAJACwA/P8OAN7/DgAYANn/CQDj/wQA9//o/wAA8v8iAB0ALAATAAQAGAD3//f/7f8EAA4AGAAiAAQAJwATAAQAGADZ/+P/6P/e//f/1P+y/9T/8v/j/ywABADt/wkA/P8sAAAADgATAPf/HQA1AB0A7f/Z/+j/8v8JAPf/CQAnAAAADgD3/wAA3v/U/wkA4//y//f/9/8YADUAJwAJADUASQA/AE4ATgA/APz//P8OAB0AHQAOADoADgAYAPL/z//3//z/DgAAAPz/3v/8/zoAEwAAAAQA8v8TABgAEwAJAAkAGAAsADEACQAEAOj/EwAiABgANQATACcAIgDy/xMADgDj//f/IgAEAPL/BAAEAPf/7f/j/9n/vP/L/w4Axv/t//L/9//t/9n/AADe//f/4//t/+3/HQAJAPL/EwATANT/1P/t/97/HQD8/wkA/P/8/z8ALABJAEQAAAAOABMADgAAAAkAxv/t/zEA1P8dAA4AJwAxAAAAOgAYAAkA/P8dAD8A/P8OAPf/8v8JAA4AGADt/wQALAAYAA4AHQAEAPz/HQD8/wkAAAAOACwADgAJAMv/8v/P/wQA6P+y/8//wf8JAMv/GAD3/yIANQATAD8AAABiADUAMQAsAAkADgAsACwA/P81AAQA1P/t//f/9//y/6j/6P/y/7f/z//P/+3/8v/j/+j/7f/U/+P/xv/P/97/vP/e//f/9//y//f/4/8JAO3/6P/3/9T//P/y/wkA/P/8//z/7f8OAPz/GAAOAA4ADgDe/w4A8v/o/wAA8v8dAAQA/P8dABMALAAxAB0AGAAsACIABAD3//L/AADe/97/3v/y//L/CQAOAPf/JwDt/+j/8v/Z/+3/vP+8/97/wf+3/8v/2f/L/+j/7f8AAA4AEwD8/wkAEwD8/wAA8v/3/wQAAAAOACcAHQAAAPz/JwAiAAQAAAAOAAkA/P/8/xMAAADt//f/7f8TAPf/4/8JAPL/7f8JAO3/1P+t/9n/7f/j/+j/1P8OAAAAEwDj/8b/2f/j/9n/3v8AAPL//P8TAAkA7f/t/+j/CQDe/8b/8v8OAPz/IgBEAPL/RAAJACwAOgD8//z/9/8dAA4AIgDy/9T/6P/U/9T/4//y/8v/3v8sAAkAz//j/+P/1P/8/+P/AADj/wAARAAOAAkA6P/8//z//P/y/+j/9//3//L/AADj/97/GADy/97/wf/G/wkACQD3/+3/9/8EAAAA3v/8//z/2f8TADEAMQAEAAAAEwAEAA4A/P/U/8//sv+y/+3/y//o/8//6P8JAMv/1P+y/63/t/+3/7L/qP/P/8v/6P/3/8H/AADy/+j/HQDe/xMAIgA6ACIA7f8EANn/EwAYAA4A3v/P/yIAAAAnACcABAAJAAQABADP/9T/xv/G/+j/sv+o/5X/lf/B/8v/wf+t/7L/z//o/9n/t//e/8//3v/8/+j/2f/P/+j/4/8EAO3/7f8TAPz/CQAEANT/AAAAAAQAJwDG//f//P/8/yIAvP/t/9T/xv8AALL/4//B/+j/CQD3/wkAwf8TABgAHQAYAPz/HQAAAPz/GAD3/+j/AAAAAB0A9//j/9T/DgATABgAIgAEAEkAPwBEADUAIgAiADUAMQAnABMADgAYABMAXQATAB0AAAD3/z8ACQBJAB0ANQBJAB0APwDy/x0ASQAOAEkAHQDt/x0APwA/AB0ABADL/wkAMQATABgACQD3/wAAOgA1APL//P8nAPL/HQAsACwACQAEAAQABAAsAOj/EwAOACcA8v8EABMA8v8YAAAAIgAnACwAEwBiADoAAAAxAF0ASQAnADEAAAAdAD8ANQAYAAkA/P8JAEQAOgAnACcA7f/8/wQA7f/e/9n/8v/3//z/7f/o//L/y/+8/2n/Ff8Q/9r+Lv/C/iIAjgBVAsYCOQHcAL3+OQEXAZUC1P9g/pX/dP6WAbj+UwAv/sL+3ABt/+YAR/5mAAf/y/8YAKn+NQDz/qEAlf/U/8z+zf0//RX/cgObBUcGegCR/uL82gKGAm8B8v+f+s//ovxkAkz+XP18/4j9/AIv/mkCh/68/1sBl/3wACP8EwDZ/9wAwAPo/5sBqf4EACEB5gA4AjP/1P8Q/7L/5gC3/1X/av6p/ob/Wv+j/zT+kf59/lv+rv5N/e4BLATECKYEqwDc/Z38RgOXAD8EDv0N/tf9Ev7yAqf8mwFs/P4A1P9G/2oBNvyWAXb8kP/l/SH9tQA0/ncDYAG0AY4ANP7IAKj/fQLXAJX/rf+r/Y4Ah/4k/7P+Kv6UA5YBMgNa/5v+CAEEAJoCyP2TACH98v/EACD+VwHe+/4Avf7y/wgB/P8RAjP/mwGu/s//8v9L/z4BKf95AZD//f4/AAf/yADt/+j/EP8S/rL/av53/y7/T/xXAZMA5gg2CLQF3ARr+TQBUfp+BVsBgf8qAe/1ygNG95gE3P0W/j8EQvoQBwf6cgPI/T/9GwIi+HMCeflXAYMBg/1SBbL7bQt+BaQGMAWi+DwDP/noB9n/dAHC/kv3kwDn9zwHyfwiBEQAHvwFBKj7eAZ1/QgBCP5o+/AAQfteA2n/ywKeA3j+LQMc/e4BVwEJAHMC6/wQ/938Tf1EAE8DWARuAhX/E/2M/lIBgANbAcH/7fsg/rP+egC3Alb+xAAf/2T/JAIJAKoBoQCt/44AOP86ADP/RABYAI4AagEv/lr/RP0+/o4AVf/G/2b93fwnALoEtAUCAhb+3fwQ/y0DIwP1ALT9a/2Q/3L/yAAu/0b/7f/+AC8Bxv8EAMf+bf/W/mT/y//H/pX/lv7P/7UAqwDo/2X+zP50/k0B9QAYAKj/G/5/ADj/cABG/9r+iQCB/4MBfP91AMv/4/80AbL/eQFk/44AAADG/xcB7v5mALP+sv8dAOj/UgFa/7oAoP5f/97/kP/cAKD+2f+N/X3+ff74/sQA5P7IAMb/+AEuAvAAWAAk/9IANQC1AIb/M/8sAH8A1wBy/2T/i/+JAHQBTQG1AMb/t//9/hD/X/+e/wkAmv+B/yT/xv91AGYAdQDj/6P/9/8xADEAPwBOAMv/wf8k/23/RABdAP4AGACo/5X/RAC6AP4AxADt/63/lf9OAGIAUwDy/1r/8/6Q/wAAnADIAHUA4/8H/7z/1P/IAMQACQB3/2r+Lv8H/+3/RAD3/ywAQf8YAKj/hABiAJcAQwG8/wMBmv+JAIkAMQCwAK3/xABf/4kAUwBOAAMBqP81AHL/8v8xAJD/EwBt/w4Anv/B/yIAgf+/AIH/AACt/63/kwDt/5wAqP/3/5D/PP/y/+j/egCo/5r/hv+o/+sAHQCcAPz/OP+o/4b/sAD8/3oAmv+V/xMAsv/1AE4AEgGOAEkAUwDU/4QAHQBTADUAaf98/2n/wf/3/ycAIQFOAF0At/+B/2sAUwDwAE4ACQCj/5r/GABYAAgBsADNAF0Anv8xAMb/iQDrAE4ALABL/4b/hv8dADEADgATAGn/2f+3/8b/nv9V/6P/fP/L//L/4/8YAK3/1P/U//L/WAA1AGYABAAJANn/t/8dAPz/UwAdAM//8v/L/+3/HQD3/8//z/+y/4H/3v/j/w4ACQB3/+P/rf8AABMAHQAdAIv/qP9G/7L/1P8JAAkAz/8AALz/4//U//z/GADB//f/t/+j/w4Az/9TACcAJwAJAMv/EwDj/38ALAB1AB0A4/8TAJD/WADt/ywALADU/wAAqP/t/9T/NQAsAAAAWADL/+j/4//y/2YA8v8sAAAACQAOACwASQAOAI4A8v86AO3/xv/t/7L/HQD3/04A8v/t/7L/xv9YACcAIgAEAA4A4//t/ycA6P/8/7z/t//8/97/SQAEADoA1P/Z/ywA7f9mACcATgAAAOj/SQA1ADEAGAAOADoAJwBEAE4AJwAnAPL/BADU/wAAMQAiACIAGADo//z/JwAAAD8A/P/y/8v/1P8YABgAAADB/63/y/81AAkAIgDL/7z/xv+8/+3/mv/B/7f//P/Z/+3/6P/y/wkA7f8xAEQAOgAJAPf/i//e/8H/WAD3/8H/vP9p/xgAkP9mANT/9/8nAM//lwDe/w4AEwAAABgArf/j/7L/CQCJAD8AYgDL/8b/EwBEAJMANQA1AOP/HQBTAGYAegDe/+j/EwB/AMQAnABJAAQA7f8JAEkASQAnAPL/AADU/wAABACy/6j/gf+j/+j/LAAEAOP/1P+8/w4AIgAYAAQAo/+3/8//JwAYAPL/9/+y/zUALABOAAkA1P8AAMv/OgAYAE4AGAC8/xgA3v8JABgALAAxAOj/SQDo//z/BAD3/2IA6P8AALL/4/81AAkAIgCt//L/gf/P/z8A/P96AOj/AADt/8v/OgDj//z/1P+8/zoANQBTAE4AEwDt/xMAGAAdAHAAIgA1ADUAMQAnAAQACQAOACcAEwAiAN7/z//3/+3/z/+j/57/7f/t/xMA7f+8/8v/t/8iABgABADU/9n/9/8EAAAA6P8YAOP/4//t/63/8v8AAA4AHQDt//f/z//B/9T/4//y/8//9//L/7z/6P/P/+P/8v/o/8//4/+t/8//1P/U/wQA1P/3//z/2f/P//z/IgAYAO3/3v+y/7z/4/8nABMA4//P/5X/7f8JAEQAAADj/7f/sv/8/8//CQDG/7f/xv/Z/+j/DgATALf/vP+8/57/6P8sABMAAACy/63/sv/o/zEARADj/9T/LADZ/zEAJwAJAPz/qP/y/8b/8v8sAAAA4//U/6j/vP/j//L/HQDt//f/qP/y/9n/BADcAHAADQGB/3L/zP6W/t7/2v56AG3/ZgAEAPL/cAAL/5wAC/9iAOP/fP9TAEv/YgC8/8H/6P/3/2sAWAB/AIQA7f8TAKj/fP+G/zj/8v9t/wQAz/+8/ywAVf/Z/6P/7f8YAPL/JwDG//f/6P/t/xMABAAsACcA2f/o//L/DgBOADoA8v8OABMAHQBYABMA/P/8/+P/3v/8/ycALAA1ACcAJwBEADEATgB/AD8AHQAdAAAAHQBEAA4A4//j/8b/GAAsAAkA/P/U/9n/1P8sAAQA7f8EALf/3v/e/w4ADgDy/xgA9/8nAPz/AAAAAMH/IgAOADEAPwAOAD8AAAAxAD8AMQAnANT/4//U/04ARAA6ACwA8v8EAMv/LAATAB0AGADZ/xgAEwBiADEA6P8TAPf/DgAdABMARAAnAOj/6P/e/wAAJwDy//f/z//e/+3/z//j/8H/9/+8/8v/8v/U/wAA2f/Z/xgAJwAAAAkA7f/3/wkAJwAxABgAGADo/x0AAAAAAAQA2f8AAMv/6P8JAAAAEwDL/9T/4//t/x0AIgA1APz/DgAnAPz/JwAYAA4Az//8/x0A7f8iAPf/8v/y/xgAHQAAAAAAxv/e/+3/AAATAAQA6P/B/+P/2f/e/+j/HQATANT/vP/j/ywAGAAOABMABACo/8//JwAEAO3/sv/G/9T/1P8OAM//2f8AANn/z//3/+j/4/8TAAAAGAAAAPL//P/8/+3/4//e/8//BAATAAkA4//o/xMA9/8EAA4A2f8OAB0ALAAnAA4A7f/P/x0ACQA/AA4A6P/y//f/DgAJADoABAAOAAkABAAnAB0ACQAYAB0AEwATAFMAPwAdADUA6P8xAB0ALABOAAkAHQD3//L/BAAOAOP/8v8OAPL/6P/j/97/z//e/wAADgDt//f/CQDt/wAA2f/o/wAA7f8OAPz/IgAEAAQAGADo//z//P/y/+j/IgAJAA4AAADZ/wAAAADy/+j/BAAAAAkA9//j/8//y//j/8H/3v/y/97/2f/U/9n/AAD3/wQABADP//L/4//8//f/7f/P/wAAGAD3/yIA4/8JAA4A9/8EABMA9//Z/w4A9/8xAPz/BAAYAAkAUwAEADEAGAAYAEkAIgAiAD8AOgAJAB0ADgAYACIAHQAnAE4AZgAsAB0AEwDG/wQA9/8JAPf/t//8/8//4//e//f/8v/e/97//P8AAOj/DgDZ/wkALAAiACIA7f8nABMAHQAnAA4AHQDy/ywACQAOACwANQA/ACwAHQAiADEADgAiACIA/P/t/yIAAAA1AAkAAAD8/9T/CQDj/ywACQAEABgADgAnACIA/P/y/xgA7f8dACIABAAJAB0AGADt/+P//P8OAA4ADgD3/x0ACQDt/w4A4//3//f/1P8EAOP/9//t/8H/8v+a/9n/xv/L/wkAy//3/8b/xv/G/9n/8v/G/97/xv/e/x0A7f8iAAkAHQA6AM//CQD8/8v/9/8dACcAHQAOAOP/BAD3/9n/8v/e/9T/wf/e/97/3v/j/9T/6P/Z/97/7f/Z/63/y//B/9n/2f+a/7z/1P/3/w4A6P+y/8//mv/U/ycA/P8EAPf/y/+8/6P/wf/L/57/y/+8/wAA4//G//z/t//U/8///P/G/6j//P/Z//L/y//P/wkADgAOABMALAD8//f/8v/j/+3/7f8TAPf/6P/e/+j//P/8/97/2f/Z/8//EwDo/wAA8v/G/wkA7f/y/6j/sv/e/+P/4//B//z/3v/Z/xgAz//U/9T/wf/3/8b/4//P/9T/2f/o/8b/qP/t/7z/AAD3//z/7f/t//z/t//o//f/4//y/wAA9//y/8b/7f/8//f/4//o/wAAz/8YAPf//P/e/7L/AADj/wQACQDj/wQABADy/w4AEwAiADUARAAsAA4AHQAAADoAIgAAAA4AHQA6ADUAIgAEABMA3v8EAPf/z/8AAA4AGAD3//L/DgAJABMACQA1ADoAHQBOACwAMQAYAB0AOgBOADUA/P9rAAAAAABdABgABAAJAOP/GAA1ABgA/P/o/zEAAABYAAkA8v8sAOP/HQAdAD8A/P/8/yIAAAAnAA4A6P8nAB0A9//8/wAABAD8/ywA9/8AABMAJwAiACwAPwAJADoA3v8xAAAAAAA/AAQAWAATABgAAADZ/xMA9//y/w4ABAATABgACQDe/wQAJwAOACIA3v/3//L/DgAiAA4ACQDj/ycAIgBJADEA9/8OAAQANQAsAAQAPwAOAA4ADgDP/w4A7f8OAPf/7f8EALf/3v/j/+P/3v/e/+j/DgAOAPz/3v+y/xMAIgAdACIADgD8/wAAIgD3/wkACQDe//L/CQDG/97/DgAJADoA9/8YADoAAAAiAAAA3v/e/97/CQAOAO3/9/8EAAQAGAAYAB0A/P/Z/wAAHQATAMv/8v/o/wkABADy/yIA8v8YAN7/8v8AABgALAAJADoA7f/y/wAAEwAnANn/DgAYAPz/MQAJAAQA9/8YACwA2f8YAOj/sv/3/wQABAAAAPz/GAAYACIAAAAYACIAAAA/AAAA8v/t/wQA6P/o/xMABAAOAPz/CQATAAAA9//y/+P/t/+V/8b/z//3/w4AAAAYAPz/AAAiAAAABAAJAAQAHQAiAPL/wf/U/8b/z//y//z/9//e/+3/7f/Z//f/8v/t/9T/7f8OAMb/6P/j/+3/BADe/+P/8v/U/9n//P/P/8H/2f/G/+j/3v/t/+j/sv/3/8//8v/B/7f/y//L//L/xv8EAM//9//8/wkAJwATABMAxv/3/+j/6P/e/wAABAD8/xgACQAdAB0AIgDy//f/1P+8/+3/y//o/xMA/P/t//L/4//j/8//7f/L/+3/DgDZ/x0ADgAJAA4AGAAdABMAAADt/9n/3v8EAPz/8v/y/wkAAAAAABgADgD8/ywAHQAAACwACQAOABMABAAYAPf/HQAYAA4ADgAiAEkALABYACwACQAiAOj/BAD3/9T//P/o/9n/3v8AAPL/HQATAOj/CQD3/wAADgAnAMv/2f8AANT/HQDy/wAAIgATAD8APwAsACwAJwATACIAIgAiACIAIgA1ADUAOgAdACcARAAnACIACQAOABMAEwAdAPz/IgAJADEAMQAAAAkA9/8EABMARAD8/wAADgDo/xMA7f/t/xMA8v8AAB0A/P/P//L/GAD3/wAAAAAAAAQA8v/3//L/9/8TAPf/DgAdAPL/DgDy/w4ACQAOAPf/7f8JANn/BADB//L/1P/e/wkA3v/3/9n/BADy/ywACQATABgAOgBOABMAAAC8//z/CQAYAA4A/P/y/wQAJwAEAPL/3v/t//z/8v/e//z/9//3//z/BAAJAAAAEwAYAOP/DgAOAPf/EwDy/xgABADo/8v/8v8iAN7//P/Z/+j/AAD8/xMA2f/o/wAA8v/o/+j/2f/j/+j/6P/j/wkA9//P/wAA2f/L/9T/AADG//f/wf+t/wkAy/8EALz/1P/3/9T/vP/P/xgAxv/L/wQADgDL/8v/3v/y//L/4//3/9n/7f/Z/9T/1P/e/wQA8v/t/wkA8v/e/8H/2f/8/9n/xv/P/9T/7f8iAO3/BAD8//f/AAD3/xMAz//j/8//3v/o/63/2f+3/6P/lf+3/7L/mv/U/7f/xv+o/+3/7f/P//f/4//j//L/BADj/xMAxv/B/8//1P8OAMv/DgD3//L/4//U//z/4//t/9n/CQDU//z/CQD8/xMAAAAdAPL/BAAJAAAA9//y//z//P8YAPz/EwA/AAQABAA6AA4AAAD8/+P/CQDt/+P/BAAJAAQACQAOABgACQAOACIAAAAdAPL/7f/3/9n/9//e/wAACQAEANn/vP/j/+j/DgAAAPz/9//t/yIA/P8EAPf/BAAiAA4ATgAxAD8AXQAxADUANQAdADEAJwAsADUAUwBYACIASQAdABMARAAsACIABAAEACwACQA6ACcACQAJANT/NQAxAEQAPwAOAEkAEwAxAFgAIgA1ACcANQATAAkAHQAJADEALAAnAO3/LAAiAAkAEwAYAA4A8v8sAAQACQAAABMA9/8JAAQA8v8EABMADgDt/wQA1P8OAAkAGAAEAPz/BADe/zUADgAYACcAEwA/ABgAHQAiABgAJwAiACcAHQAEAB0ARAATAPz/MQAnAB0ARAAnAA4AGAAdABMADgDt/97/AADt/wAAHQD8/wkA1P+8/6j/sv+e/6j/wf/U//f/mv/j/97/8v/t//f/AADU/+P/6P8JAMb/AADt/wQAAADP/wAA7f/o/+j/7f8OABMA8v/y/wkA7f/y/yIACQD8/wkACQAJAB0ADgAJACwAHQA1AEQAGABEACIAIgAYAAkADgDe/+3/4/8JAN7/AADy/8///P8AAOj/AAAYALf/BADZ/7z/z/+y/97/wf/L/6j/wf/U/7f/xv+j/63/xv/P/7f/y/+j/63/3v/e/wkA2f/e/9T/AAATAOj//P/o/wkAEwAEAAAA1P/t//z/9//P//z/JwDo/wAA4//3/w4ADgAJABMAGAAJACcAIgA6ABMA/P8EAPf/IgATAAkA1P/j/xgA3v8YAM//EwAiAAAAWAAAAAkALABEADUA8v8AAB0ACQAsAA4AEwDy/wkAIgATAAkA4/8EAPf/DgDU/+3/7f/o/yIA/P/3/+j/7f8nADoAGAATABMABAAxAAkABABOACwAOgAYAAkA9/8EACwA9//o/8//AADy//z/8v/B/xgAIgAiADoANQAiADoAYgA/ACcADgATAB0AIgA/ABMAHQAJACwATgA1ACcA/P8dAB0AJwD3/+P/y/+o/97/rf+j/8//o//P//z/sv+y/7z/vP+3/8b/8v/t/9n/6P8YABMAAADt/w4ACQDy/+3/3v8EAOj/BAAJANn/8v/L/+P/8v/Z/+P/3v8YAPf/AAATAO3/AAATABMA/P8OAPz/7f/j/97/8v8sADEAAAAsAAkA/P8TAAkA/P/8/8//xv/t/97/3v+8/+3/z//j//L/4//B/7f/CQDG//L/3v/y//z/8v8TAAQA7f/U//L/9//e/+3/8v/Z/ywA9//3/wQAwf/Z/8//BAD8/97/8v8JAAAA8v8TAO3//P/3/+P//P8OAAkA3v8xAOP/xv/o/6P/wf/U/+j/3v8AANT/1P/j/9n/z//L/+j//P8OAOj/6P/Z/wAA2f/Z//L/vP/B/7f/t/+t/8//7f/t/ycACQDj/zUAAAATACIAHQAdAPz/AAAJADEABADy/+j/BAD8/+3/2f/U/+3/1P8EAPL/z//e/8b/4//t/9n/8v/P/+3/DgDZ//f/4//e/wQAGAAEAAAACQDo//f/6P8EAO3/EwAiABMAJwDo//f/xv/t/x0A1P/Z/97/2f/t/97/y//G/+j/8v/P//z/1P/L/wQADgAdAAkA7f8JAPL/DgAnAPf//P8AAAAAAAAnAOP/8v8nAAAAIgAEAAAACQAJADoABAAAAA4AOgBOACcAOgAEAAQAIgAnAPz/AAAEAAAAEwAnABgA8v8JAO3/8v/P/wkAAADj/yIADgATABgAGAD3//z/8v/t/wAAHQDy/wQACQDG/wkA8v/t//L//P8JACIADgAOAD8A3v8AACcANQATAO3/DgD8//z/MQA1AAkA8v8TAB0AEwAnAD8ARAATADUAOgAOAB0A8v8xADEA/P8sABgAMQAdAAQANQATAA4AGAAdAAQA/P/j/ywAPwAEACcADgAdAPz/BAA1ACcABAATABgAEwAxABMADgAdACcAGAA6ACwALAAiAA4ADgDj/wAA8v/3/w4A7f/t/zoA6P/y//z/4/8iAOj/PwDj/8v/6P/o/+j/1P/3//L/EwAOADUA3v8EAAQAHQAxAPz/DgAAAAkA6P8TAPL/DgATAAkAGADo/wQAGAAsADEAIgA/ABMAIgAdACIANQAJADEA7f8sACcAAAAYABgAIgDe//z/6P/t/97/2f/U/9n/2f/Z/9T/z//B/5r/4//e/8v/t//L/8v/rf/j/9n/AADo/8//6P/B/8b/t//L/8v/3v/B/7L/4//B/8H/1P/B/9n/z//U//L/6P8OAAkA8v/t/wkA8v/j/8v/4/8OAB0A/P+j/wAA7f/3/w4A9/8nAPf/HQAEABgAGAD8/ywAIgAJACIAAAAEADUAEwAxAPz/BADy/xgACQDL/w4A1P8iABMAEwATAOj/HQAYADoA9//t/+j/7f/t/7L/1P+y/8//vP/B/+j/rf/G/8v/z//G/8//8v/G/7z/mv+e/8H/nv/G/9n/sv+8/9T/t//P/8//t//t/7z/y//G/7f/2f/G/+P//P8EAO3/vP/U/+j//P8AAPf/8v/y/x0A8v8AABgAEwBOAEkALAAxADoAPwD8/yIAIgAOAB0A9/86APz//P8dAA4AEwAEAO3/DgDo/+3/GADo/w4AEwAYABMARAAsAEQASQA6AFMAJwA1ADoALAAsADUAPwBJADEALAA6AD8AIgAxACIAHQAOAAkAOgDo/zoAMQAYAFgADgA1APL/IgDe/+P/GAAOAEQADgBOACcAMQDy/wAA8v/L//z/7f8EAPL/BAD8/+3/BADo//L/4//j/xgA3v86ABMAMQBYAPL/IgAYAD8ACQA1AEQAOgAsAOj/AAAJACcA1P8AABMABAAOAAAAAADo/wAAy//y/9T//P8EAAAALADo/+j/xv/3//f/4/8EAAkADgATABgA1P8JAPf/1P/y/97/7f/U/+3/6P/t/ywAz//8/z8AHQAsAA4A9//y//f/1P8OAAQA9/8TAB0ANQAAACcAHQAOACIACQAEABMAIgAYABgACQDo/97/BAAnACcACQAAAPz/6P/j/8b/8v+y/57/2f+y/8H/vP/U/9n/4//y/+P/xv/Z/+j//P/t/+P/8v/o/wQA1P/L/97/z//3/wQA7f/P/7z/wf+8/8H/t/+t/9T/y//8//z/sv/e/9n/sv/G/7L/y//o/8v/8v/e/+3/2f/o/97/1P/e/8b/AADo//z/xv/P/8//6P8AAMH/9//Z/97/1P/e/97/z//e/+P/HQAOAA4AAADo/wQA1P/j//f/z//3/+j/3v/e/9n/BAAdABMA9/8iACcAHQAYACIAHQD3/w4ABAAEAAkA1P/3/yIALAD3/+3/BAAOACIAIgBJACIAEwAnADoAMQAxAD8ANQAsABMAGAATAAkAEwAsAB0A8v8AACIAIgAnABMAEwATABgAIgAdABMA7f/y/wQAJwBEAA4AGAA1AB0AIgD3/9n/9//o/wQA8v/j//f/AAAYAOj/EwDy/97/AADG/+P/3v/Z//f/GAAAAAAALAAiACIACQATAPz/DgAYAPf/EwDe//L/DgD3/wAA9/8EACIAEwAiAA4A2f/y//f//P/8/wQA/P8JACIAJwD3/wQAPwAdACIAAAAYADEA6P8EAAAADgAdABMAAAAYAB0A6P/8/wkALADt/wAAHQD3/yIA9//y/8H/4//y/8H/BADt/wQAEwAEAAAAHQAOAAQACQAEAB0A2f/3/wQA4//o/+3/8v/j/+j/9/8OAA4AGAAdAB0AHQATAA4AEwAdACIALAA/ABgAGAAEAAkALAAJACcAHQAJAAQA4/8AAB0ADgAYAAQA9/8iACcAAAAYAB0ADgAnAPz/8v8EAB0AMQA1ABMADgATAB0AEwD8/zUAAAD8/w4ACQAiAPf/BADZ/+j/4//j/+P/t//U/8H/7f/o//z/4//Z/97/3v/y/8H/6P/B/+P/qP/G/97/wf8AAKj/6P+8/57/o//B//f/1P/e/8H/z//t//f/6P/o/xMAEwD8/wAA7f/U/+P/xv+j/7f/sv/P/9n/9//P//L/8v/U/wQAxv/P/+P/7f/e//z/7f/y/wQAy//U/7f/nv+3/6j/t//P/63/vP+8/8//xv/e/9n/y//3/97/GAD3//f/8v/Z/wAACQAEAAQA1P/y/wQA4/8OAPz/BADt/wkAAADU/wkA7f/y/97//P/t/wAAHQAJAFMALAAdAB0AMQAsAEQASQAnADoADgBJABgAAAA/APz/EwD8/wQAAAAEACwADgA1APf/GAATAB0A/P/y/x0A6P8dAAQAHQAsABMABAAOAB0ADgA6AEQAIgBJACcABAAdAAkAIgAdACIAEwAJAB0A/P8JAA4A1P/t//f/3v/3/wAAEwAdACwAEwAEAEQA/P8YAEQAAAAdAOj/DgD8//f/DgDt//z/HQAYAAkACQDo/wAACQAAAPz/6P/o/+j/8v/3/+j/9/8EAPf/AAAOANn/AAAdACwANQAJAD8AAAAdAEQAHQAJACIAGADy/w4A6P/3/+P/2f/j/8b/xv+3//L/z//Z/97/z//t/8b/9//o/+j/9//y/wAA4/8AAAAA4//8/wQABAAiAPz/8v8TAAkAMQAOAAAA/P8TACwA3v8JAAQABAAJANn/JwAEAO3/AADo/xMA/P8OAPf/AAATABMAGAAAAAkAGAAAANn/AADe/wQA6P/e/9n/z/8TAO3//P/U/9T/9//o/8v/AADt//L/BADG/wkAEwDZ/9T/8v/U/7z/qP/B/8//rf/G/7f/t//L/8v/t//U/8b/rf/j/9n/z//j/9T/4//o/9n/z//j//z/9//8/+j/AADo/w4ACQDo/+3/6P8EAAAA9//t//f/3v/8/+P/8v/Z/7z/DgDe//z/AAAAAAAA4//t//z/AADB/8b/xv/P/9n/8v/3//L/JwATAPz//P/y/wQA2f/L/+3/AAAdACIA/P/j//f/1P/e/wkA3v/8//f/z//t//L/3v8AAO3/1P8JAOj/y/+o/+P//P/Z/9n/1P/t/xMA7f/3//f/y/8AAAAAAAAAAPz/EwAiAN7/4/8EAO3/9//8/wkA4/8JABgAAAAdABgAPwAiAB0AEwAAACIAEwA6ABMAGAATAOP/4//8/zoADgD3//f/BAAJAAkA/P/y/xgA/P8/ABgAGAA6ADUATgAdAAkA3v8JAB0APwBEACwARAAiAAQAGAAOAPz/IgAEAB0AHQD3/xgADgAJACIAIgAxAB0AHQBJADEAJwAYABMANQAdACIAPwATACcAIgD8/04AMQAiAF0AHQA1ADoARAAnAA4AMQAOADEAEwAiABMABAATAPz/9/8AAOj/CQAiAAAANQAAACwAGAAOACwAHQAnAPL/AAAOACwACQD8/wAAAADe/+j/8v+8/+P/7f/L/wQA2f/o/w4Az//t/9T/8v/P/xMALADj/yIA8v8AAAkACQATAO3/DgDy/8//2f+y/+P/7f/o/+P/y//U/+P/4/+V/8H/AADt//f//P/e/9n/AAAnAO3/BAATAAAALADo/xMAEwDj/xgADgA6ABgA7f8xAO3/LAAdAPz/CQDj/xMACQAYAA4ADgAiACIAAADt//f/4/86ADUAMQAYAMH/CQAEAOj/DgAJAO3/4//j/wAA7f/e/+j/4//3/+j/CQDj/+3/BADe/97/3v/Z/wAA6P/e/wAA8v8TAAkADgATAA4AOgATAAAADgDy/+P/3v/8/wQADgAAAAkAHQATAAAAAAAdAO3/8v8JAAQA/P8EAOP/8v8OAAAA6P/y//z/8v/8/wkADgAOABgADgD3/8b/CQAYABMAAAD3/xMAz//U/+P/2f/U/8H/vP/G/8H/xv+8/8H/z/+8/8b/y/+o/9n/y//G/+P/vP/j//f/AADo//L/DgAAABMADgDy/wkAEwAOAPf//P8sAA4APwAiAA4AJwAnAD8ABAD8/w4ACQAOABMA9/8JABMAGAAYABMADgAOAO3//P8xAO3/8v8TAPL/9//o//z/9//Z/yIA/P/y/wAADgD8/xMALAAEAA4A/P8iACcADgDj/+P/AAAJAAAAAADZ/8///P/t/+j/AAD3/9n/1P/U/wAAz//U/+3/y//L//f//P/U/wkA/P/t/9n/7f/e/8///P/o/x0AHQDy/w4ADgAEAAQA9//j/97//P/8//z/AADj/+j/JwAJAAQAEwD8/wQANQAxACcANQD8/wQAJwAdAAkAJwD8//f/TgAsACcACQAAAB0A9/8TAA4AAAAJAAQA4//t//L/3v8iAAAAGAAJAAAAEwDo/wAAAAAJACIAJwAsACIA8v8JAAkAJwAxAPL/6P/3//z/7f8AAAQAz/8EAAAA9//o/8v/6P/P/wAAvP/P/+P/8v8EAOj/GADe//z//P8JAPL/3v/Z//z/CQDj//L/6P8AAPf/CQAAAO3/8v8TAAQAHQAEAOP/HQAAAAkA3v/Z/wAA6P8EAOP/2f/o/8//6P/t/wkA9/8AAPf/BAA1AOj/JwAiAB0AJwAJAAAA3v/8/+P/6P/j//L/8v/e/w4A9//P/9n/z//Z/xMAGADL/9n/6P/y/wAA4//Z/+P/3v/3/+P/2f8EAM//6P/t/+j/DgDZ/wAA7f/Z//z/z/8xAAAAEwA6AMb/EwD8/w4ACQD8/xgA9/8/ACcADgAiABMACQAEAA4A9/8OAPf/9/8JAPz/BADt/+P/y//j/8v/xv/y/+3/4//U/7z/wf/U/63/8v/P/57/4/+8/8//6P/o/97/y//Z/7z/7f+8/5r/3v/e/+3/3v+8/8b/rf/Z/+P/wf8AAMv/7f/8/9T/AADj//f/6P/y/x0ABADt//z/2f8AACcACQD8//L/IgAdABgAAADZ//L/BAAJAOP/3v/y/wkAAAAAABgACQAOACIAMQAdAPz/AAAiAB0AHQAiABgAIgAEAA4AAAAdAPz/1P8EAPz/DgAdAAAA7f8OAAAACQAYAPf/9//o//f/4//t/+j/9//j/9T/EwAEACIACQAiADUABAAsACwAPwAdABMAMQATACcAEwAOAEQAHQAEAB0AMQAdAB0AGAAAADEADgAdAEkAIgA6ACIAEwAxABgAMQAdAAQADgAYAD8AEwATAA4ALAAnAA4ABADo/wQA7f8OACIACQAAAAQAEwAEAPf/IgAAAPz/DgDj/+P/3v/Z/9n/wf/t/w4AvP/y/+P/2f8EAPL/BAATABgABAATACcACQAJADUADgAYAPz/EwAxABMAHQD8/wkA6P/3/x0ACQAJAPf//P8OACIACQAOAAQAGAD8/wkAHQDP//z/9/8AABMA8v8AABMA8v/t//L/BAD8/wAAOgAnABgAIgAsAPf/CQAOAB0AJwAxAAkAAAA/ACwAHQAAABMA/P8EAAQAEwAEAAkAIgD3/yIAMQBJADEAGAAYAO3/CQD3/+P/AAD8/w4ACQAOAAAABADt//L/DgDt//z/2f/G/+j/3v8AAO3/4//t/wQAHQAEAOj/4//3/+3/6P/y/8//y//t/8//7f/t/9T/3v/j//f/3v8EAPf/7f8JAAAAIgDt/+j/8v/j/9n/t/+3/7z/CQDU/8v/2f/G//z/7f/Z/7f/2f/y/wAA2f/P/7L/vP/Z/8v/4/+8/+3/8v8OACcAEwDj/+P/8v/Z//z/sv/P//f/6P/e//z/7f/o//f/7f8EAPf/HQD3//f/8v/e//z/wf/L/9T/BAD3//f/8v/j/wkAAAAOAAQAEwAOAA4AGADt/9n/AADe/+j/BADy/xMAHQAnADUATgAsAA4AEwAsAA4AHQAxACwAJwATAAkAz//t//f/9//8/wkA/P8EAOP/wf/e/7z/vP/B/9T/3v/j/+P/1P/P/8v/y//B/+j/8v/j//z/3v/e/8//4//y/+j/AADy//f/EwD8/w4ADgD3/wQA7f8TAAAACQDo/97/9//3/yIAAAAdAO3/GAAxAAQAGAD8/yIA7f8AACIA4//P/+3/BAAEAAkAHQATAAAAEwD3/wAAAAD3/+3//P8dAOP/2f8OANT/4/8OAPz//P8AAAAAxv/j/wAAz/8EAOj/7f/t/+P/7f/Z/wQA4/8TAOj//P8TAPz/CQAEAPf/2f/8//L/DgD8/wAA4//e//f//P8TAAQAGADy//f/9/8TABgA7f8xACwAHQAxABgAIgA6AD8ALAAsAB0A6P8EACIAEwATABgABAAOAPf//P8AAMH/9//8/wkABADy/97/8v86ACcA/P/t//L/DgAAAAAALAD8/zoAMQAJABMAEwA/ADUACQAJABMA6P/o/9n/8v/3/wkAEwATABgABAAdAAkAEwAAACcAAAD3/wAABAAsAOP/z//e//f/MQD3/97/EwDy/+j//P/U/9T/9//U/+j/8v/B/8H/vP/P/+j/vP+t/7f/2f/B/7L/4//Z/xgAAADy/wkA7f8JAOj/7f/8/8//1P/8/+3//P/3/+3/8v/P/97/8v/P/xMAGAD3/wQABAAiACcASQAsACIA9/8AABMADgAEAA4AGAAYADoAHQATAAAAAAAYABMABAAJAAAAGAAsAAkA3v/e//f/3v/Z/9T/mv/U/wQA1P/U/+3//P/o/wkA6P/Z/+j/7f8EAPL/8v+3//f/1P/8/wkA2f8JAOP/8v/8/ywA9/8AADUADgAJAPf/7f/8//f/IgAdABMAOgC8/w4AEwDL/wkAGAAEABgAEwDt/xMACQAOAAAAGAAdAPz/4/8iAPf/CQAxAAkASQAEAPz/CQAnAB0ACQD3/wAAEwDo/wkA3v8OABgA9//y/9n/z//L/9n/3v/3/8v/2f/8/wAAOgAiAA4ALAAnAD8ARABdADEAHQBJAFMANQAdADUALAATADEAEwD8/xMAHQAxACwAAADU/+3/CQDy/97/wf/P/+3/4//P/9T/6P/e/wkABAATACwA9/8JAAQABAAOABMAAAAnADoAEwAJABgAGAA1ADEACQAEAPz/JwAdABMAAADe/wQAAADe/9T/2f/P/+P/GAD8/+j/6P/t/wQABAAJABgAHQAYABMA/P/3/xMALAAAAB0A2f/3/ycAGAAxAPf/GADt/ycANQAsACIAGABJAEkARAAEACcA/P8sADUAEwAiAN7/AAAEAAQA8v/j/9n/3v8AAPf/9//P/97/9/8AANT/4//Z/8b/8v/U//z/y/8EAAAA2f/3/8H//P/e/+3/4//t//z/vP/U/8H/3v+8/8b/1P/e//z/EwAiAN7/7f/y/+P/4//o//f/CQAOAAQADgAJAN7/9/8YAPz/GADy//L/EwAnADoAGAD3/ycACQDo/xgA8v/y/wAA/P/P/8H/z//j/+3/8v/j/wAADgD8//z/rf/o/97/z//o/+P/DgDy//L/z/8AAPf/7f8dAAAALAAJAN7/y//e/+j/9/8dAO3/BAAdABgAIgAYAAkAMQAOAPf/8v/P//L/6P/j/wAA9//j/8//1P/o/+j/4//P/+j/z//G/8//6P/L/7z/6P/j/9n/y/+8/7f/6P/e/7f/wf/t/9T/1P/t/7f/1P+8/9T/AACe/+j/y//o/w4A8v86AAQANQAdACcAEwDe/ycAHQAEAOj/7f/8/x0ALAAxACIA3v/t//z//P/e/+3/JwAEAA4AJwAdABgADgAJAA4AEwAdABgAGAAxABMAJwAxAAAAOgBOACcAHQBEAD8ALAAsACwALADe/wkAEwDo/yIACQAJAAQACQAsAAQALAA6AAAA9//y//z/EwAJABgAEwAiAAQAAAAiAAAABAD3/wAA/P8AAAkACQD8//L/9/8JAO3/y//P/+P/CQDe/x0ADgDy/w4ADgATAMv/9//8/9n/8v/y/wkAGADo//z/vP/L/+P/wf/Z/57/xv+o/7L/o/+j/8H/sv/Z/7f/1P/j/+P/2f/3/wAADgD8//L//P/j/xgAIgAdAOP/GAAJAA4AIgAdADUADgAnABgAEwATAEQATgBTACwAAAAnAAkAIgAJAAAACQDj/wAAAADj/+3/9//o//L/AADt/wQA7f8EADoA/P/y/wQAIgAdAAAACQAAAAAA9//t//f/4//o/97/z//t/8//4//U/8//3v/Z/wkAGADy/97/CQDo/97/9//y/+3/9/8dACIABAAJAAkABAAsADUAOgAYADUAOgBOAEkACQAiAPf/AADo/wQAEwDj/x0AAAAdAA4A3v8YAN7/AAATAN7/3v/e//f/xv/L/97/6P/t/97/2f/e/6j/sv/Z/6P/t/+e/6j/sv+3/7f/o/+y/6P/y/+8/7L/o/+V/57/sv+3/63/rf+t/4b/hv+a/5r/o/+G/57/xv/L/63/2f/o/97/3v+3/7z/xv/e/8//z//3/+j/8v8EAAQAIgDj/yIAPwATACcACQD8//L/9/8OACIA6P8AAB0AHQAiAPz/NQBJACIARABTADUAPwBOABMAOgA6AD8ASQAdABgAAAA1ADUAMQAOAAkAHQAJAD8ANQBOAAAAwf8OAAQADgAsACIA9/8iAAAA9/8JAO3//P8EAD8AOgAiACIAPwA1ACwANQBEADEAJwAnAAkAEwAOACIANQAdACwAMQA1AFMAOgBTADoAUwBEACIASQATACwAOgA1AFgATgAdACwARABEAA4A7f8EAAQA/P/e//z//P8OAA4ALAATAAAAEwD3/yIA7f/3/wAA8v8EAOj/8v/3/8//z//8/x0ACQDe/+3/9//y//f/EwAEAO3/CQDe/+3/4//L/+j/y//y/+P/y//U/9n/8v8TAOP/9/8TAPz/DgAOADEAIgA1AD8APwAnAFMAJwAJAAAA4/8sAA4AJwDj/wkASQA1ABMAHQAiABMALAAAADEABAAOACwAJwAEAAAA7f/t/x0AGAA6APf/JwAiABMANQAOAB0A4//8/+3/6P/8/8///P/U/8v/z//Z/7f/xv/j/7f/8v+8/+3/AADU/x0A/P/e/+3/3v/P/8//8v/3/wAADgDj/+3/1P/3/9n/rf/e/9n/3v/y/97/z//P/6j/y//B/+3/z/+t/7f/rf/Z/8b/z//P/97/1P/t/97/6P/8//L/MQATAAQA8v8TADoAAAATAAQA7f/Z/9n/9//Z/+P/8v/B/9n/3v+j/8H/4/8AAO3/3v/t/+j/HQD3/9n/6P/L/w4A6P/Z/97/sv/t/wAA9//P/8b/rf/j/+3/xv/L/8//9//o/xMA2f/t/wAA6P8nACIAIgAsADEARAAiACcAHQAxAE4AIgBEACcAOgAJABMAIgAAACIA8v8YAA4AAADP/9n/4//G//f/2f/o/wAAEwDy/ycATgAsADEAJwBEACwAGAAxACIA8v/P/+j/7f8TACwA8v8sABMALABiADUAWABTAGIAWAA1AEQARAAxADoAOgAYAB0APwBiAGIARABEAD8APwAsAD8ALAATAEQAPwA6AAQAJwD8/+P//P8AAAQA6P/8/97/7f8TABMA1P/y/ycACQDy/+3/3v/8/xMA9//8/+j//P/o/wAA1P+j/8b/t//t/+j/9//o/+P/GAAJAOj/wf/P//z/4/8EACwAEwAOAAkARAAxABMAEwDt//z//P8AAO3/7f/8//z//P8EAOj/AAAJAAAACQDe/+3/7f/e/7f/t/+a/7z/1P/j/9T/vP/t/97/9/8dABgA9/86AB0AIgAEAPz/JwDP/wkA4/8EABMA7f/e/63/rf+j/57/qP9p/23/gf9k/7f/wf/Z/9T/wf/U/9n/7f/U//f//P/t/8H/xv/G/7z/wf+y/+j/4/+8/7f/z/8TACcAGAA6ABgAGABYAFgARAAYABMA/P8EADEALAD8//L/JwAxABMANQA1AOj/8v/3/+j/7f/o/wAABAAAABMADgAOAPf//P8dAA4AJwAYACIA/P/o/+P/rf/j/8//4//o/8//6P/8/ycAGADe/8//6P/y/+3/2f+3/7L/xv/B/+j/6P+8/+P/8v/U/7z/qP+3/63/4//y/7f/z//e/+3/AADt/wAAHQAiAD8AMQA6AE4AOgA6ADoASQAYAAQACQAxAFMAEwA/ACwAUwBEAD8AWAA6AIkAYgBOADUARAA1ACIAJwAdAA4AvP/j/97/8v/t/8//9//G/8H/8v/3//L/8v8TAAQAAAAxADEAIgAxADUAMQA6ADoAGAAiAEkADgATAAQA9//t/+j/AAC3//L/AAAJAPf/AAAdAAkAGAAOACIA/P86AB0AAAAOABgAJwAiACwABAAEANT/7f/P/8v/7f/j/wAA9/8AACcANQAJAB0ALAA/AFMASQB6AH8AYgBiAE4APwAYACcALAAOACcA4/8AAA4ADgAYAA4A7f/Z/97/vP/L/7f/AADo/wkACQDZ/wkA6P8JAB0ALAAOAN7/CQD3//f/EwDy/7z/vP/L/8v/o/+B/5X/Rv+G/4v/i//G/4H/wf+a/57/mv/P/9T/1P8nAMv/4//3/yIAJwAdAO3/9/8JAMH/3v/o/7f/wf/G/4v/xv+t/+3/8v8OABgA/P8nAA4AUwA1AF0AhABTAFMAWABdAD8A/P/8/wAADgAdAPf//P8TABMA8v8AACcADgDy//f/6P/G/+3/8v/t/x0AHQDy/wQAJwAdACwADgATAOP/1P/U/63/6P/U//L/1P/8/xgA3v8dAAAAJwAdAO3/CQDZ/9n/t/+j/63/d//P/97/1P/P/w4ACQDo/ycAy//o/9T/sv/B/8v/rf+8/9n/2f8EAPL/EwAiAPf/HQA1ACwAUwAxABMAHQAJAO3//P/8/xMA8v/L/+j/3v/j/7f/7f/o/+3/RAAOAFgAOgAnACwA9/8xAPz/CQDZ/9T/AADj//f//P/8/7z/xv/j//f//P/t/yIA8v/8/wkA4//e/8b/DgDP//f/3v+y//f/qP/y/8//y//j/97/1P+3/8v/1P/j/wQA7f8AADEA8v8TACIAHQAnABgA6P8OAPf/7f/8/8v/BAAOADUAGAAxABgA7f8TACcASQAiACwAGAAnAB0AGAAdAMb/7f/G/97/wf/B/9n/9//e/7z/AADZ//f/t//j/w4AAADo/+P/2f/U/97/af+8/8b/wf8iAPL/DgA6AEQASQA1AD8ARAB6ACIAXQAnAPz/IgDj/x0AqP/3/+P/4//B/9T/HQDy/+j/rf8iAO3/GADy/9n/HQAAAF0A7f8iAD8AJwCEADUARABdAGYAegAsACwANQAAAAAAy//L/9T/qP/8/8v/z/8dAPL/NQD3/2IARAAnAH8ADgBiAAAAPwAOAPf/y/+3//f/sv8TAKP/4/+e/7L/9//G/+j/sv/G/4v/8v/B/6j/rf+G/9n/y//U/8//NQD8/10AcAAEADEAAABTAAQADgDP/8v/2f+8/9n/o//y/7f/9//L/7z/8v/j/x0AEwAiACIATgATACcAWAD8/yIAEwAOABgA9/8TAA4AGADt//f/4//3/9n/8v8iAPz/LADB/xMA6P/t/+3/1P/t/5D/8v+e/8v/mv/L/7z/hv/y/4v/vP/P/+3/4//y/57/lf/t/4v/1P/G/8v/y//t//f/HQAiAM//PwAJAFMA3v/e/zUAAAATAMv/IgDZ/yIAlf+G/63/S//o/5D/CQDZ//L/4//j/+3/1P9wAAQAWADo/xgAIgAEAGsAMQBiAF0AtQA6AFMAZgAnAHAAJwBYADoAGABTABMA8v+j/7z/o/+G/8//z//j/7z/rf/B/yIACQBYAAAA1P8AAKj/9/88/6P/d/9p/5D/X/+y/1D/8v/L/+P/2f/P/ycAAABEAPz/EwDL/+3/8v8JAFMARAB1AFgAsABEAH8ATgBwAGIAPwBrAAAALADt//z/t/9EANT/PwBEADUAcAD8/7AAGAB1AAAA7f8YALz/AADy/wAACQDy//f/9//o/+j/t//3/8H/4//t/9n/8v8TAPL/PwAnACwATgA6AEkADgCEAPz/cAA1ACwADgDy/ywA8v91ABMABAAAAN7/DgCy/7L/BACL/zEAcv+t/6j/OP/Z/6P/HQCy/+P/y//t/+j/9/8YAPf/MQAiAAkA8v8xAAAATgBYACcAegAsAGIAWAAiAIQARABwAAkAhAAAADoARACj/4QAz/9YAMb/HQD3/+P/hAAdAHoAHQAnAOj/DgAEADEA/P/G/7L/qP/j/63/mv/L//L/2f8JAO3/3v/8/2sAt/8YAOj/mv/3/7f/IgCy/zUAUwBiAE4ASQB/AD8AIgB6AF0AUwC1ADEAvwAdAGYAWAD8/10Asv8iALf/4/+a/6P/4/+e/+3/cv+a/4H/o/+y/5X/rf+V/9T/sv8TAOj/CQAxAJ7/AADt/wAAy/+L/9n/nv/P/+3/xv/y/8b/BAD8//L/BADG/wAA4//e//L/z//o/zUA4/8nAAkAUwAnAPz/qwAAAEkA2f/t/8//nv/P/5r/z//U/+j/8v/8/8H/MQD3/04A9/8AABMArf86AO3/UwDZ//L/8v/L/ycA/P8YAPz/BADy/ycA2f8OAOj/9/8YAAQAWAAdACIAz/8JANn/3v8iAAAAEwAxAFMAWABOAD8AZgAxAPz/xv+G/2n/UP93/3f/rf/o/3z/BABp/+j/BADU/2YAlf8dAM//BADL/xgAAADy/wAA4/8OANn/NQDB/ywAlf8dALL//P/t/7L/YgCV/4QAxv81AB0ACQD3/0v/3v9y/xgA3v/e/wAAvP8nAPz/IgDy//L/BADy/wAAy/8dAN7/xv/j/8//wf+8/8//wf/j/97/IgAJACIASQAOAEkABAA1ANn/i/8YAIb/AACV/8//vP+V/wkAnv8xAAAAWAAsALoATgCTAFMAAABOALL/UwDP/3oA8v9iAFgAWABJACcAkwAdAI4Agf9YALz/AADy/6P/NQCV/3UA3v9YAJr/2f8EALL/SQCG/ycAt/8TAN7/y//j/zP/wf9B/63/sv+3/97/CQBJAPf/cAAEABMAMQDt/ywAGABEABgA/P/B/wkACQD3/10Axv+OABgADgBEAPf/GADU/0QAt/8OANn/DgAJAN7/CQD3/x0A8v9EAPf/HQDo/8//4//o/8b/mv/B/63/BAATACcAWAATAB0ALAA1AB0AGADo/wAA1P+e//f/y/86AN7/IgAJAB0ANQA1AHoAMQBiAO3/MQDL/0kAJwAEAO3/mv8YALf/OgBJAF0AYgBTAFMANQA6ACwA6P/8/+P/t/8YAJr/i/+o/4H//P+j/57/2f+o/04ADgA/AB0Az/8/ALf/LADZ/+3/EwDB/ycAvP8YAPL/IgCe/8b/4/8OAD8Awf9JAJ7/awDj/wkAGADt/xgA1P86AJX//P+V/wQA6P8YAF0APwB/AA4A/P8AAOP/d//G/5r/z//U/6j/y//t/4b/HQAsAAAAkwAxAHoASQAiAEkARAAEAEkAEwAdAOP/mv/B/5r/4/+a/+P/wf/3/wAABAAiAOj/BADe/zEAt//e/8//wf8JAOj/HQDt/ywADgAYADEAIgBiACwAGAD8/+P/z//U/4v/mv+j/4H/rf+e/7L/kP/e/97/3v/U/9n/BAAJACwA6P8TAPf/IgAxAPz/UwATADEALADe/8b/1P/t//L/BAC3/+j/9/+8/7f/4//B//f/MQBdAEkAHQAxANT/EwCy/yIACQA/AEkA1P9dADEAfwAiAE4AWABwACwALAATABMAhADj/3UArf91AEQASQCJAMb/SQDB/zEAd/8EALf/4/9EAAQAoQDt/3AA4/9wAE4AMQBmANT/PwDU//f/6P/Z/3UAMQAdAGYAxv8OALz/vP8nAKP/IgD8/w4AMQAxABgA9/9OACcAYgBmAGYAkwBEADoAMQAdAA4At/8EAAAAHQAsABgATgA6AGYATgBJAPL/GADe/+j/CQDG/xMA9/8EANT/8v+t/8v/1P/U/7f/mv/P/57/y/+o/w4A/P/t/+P/9/8nALf/HQC3/x0Arf/t/3AAy/91AKP/TgCt/w4AAADG/1gAkP9wAJ7/YgDL/8v/2f+B/7L/cv+Q/4b/8v+L/ywAt/8AABMAGAAOADEAUwBdAEkA8v8YAMH/SQAYAF0AGACOAOP/JwBrAN7/dQCV/1MAhv8TAAkAxv9TAIb/XQCy/1MAMQDe/0kAmv81AIH/z/+o/2T/4//L/0kA8v8dAAAASQBmADoAZgBiAGYA/P/3/7z/vP/o//f/6P/o/4H/2f/U/63/t/9p/8//fP/e/57//P/P/8v/IgC8/x0Awf9dAEQAfwCJAEkAPwAnAPf/4/8JALL/8v93/+3/t/+8/9T/t//y/4H/y//G/9n/NQDo/5cAhAAsAJwA/P9wAOP/RAAxAO3/DgDZ/10A6P8xAMH/CQCa/97/z/8p/8//EP9t/1X/Lv9y/57/fP9a/8//PP+j/1//mv+e/0v/BACy/zoAqP8xANT/2f81AJD/MQAu/8H/Kf84/4v/fP/j/5r/TgDt/zEAcAA/ALUAfwBwAE4A8v/8/8b/4//Z/97/vP8TABMAHQBwAAkAdQAxAEkAGADU/8//hv/3/8v/bf+Q/1D/y//Z/4H/3v+o/x0ACQA1ADUADgAdAOP/GAAJABgAGAA/APf/PwBdAE4AGAAOADoAGABJAB0AMQBEAFMAPwBTAJX/EwDj/w4AXQDG/1gAo/9JAPz/GABOAOj/XQDG/0kABAAOAFMAqP9YAMH/y//G/x//IgBp/9T/z/+y/xMA/P+OAM//8v+8//z/MQDj/yIA2f/j/wkA6P8TAEkA7f9mAA4APwAnAKj/AACG/8//cv+8/63/af/8/4v/OgDy/xMAYgAnAGIAHQBTAPz/LAAJAO3/HQDU/zUAJwDt/1MAIgDt/ywALAD8/xMACQDB//L/fP/U/6j/y/8EALf/LAAYAJMAXQBdAFMAAAAnAD8AAADZ//L/lf+y/57/o/+Q/+P/GAA6ADEAEwBJAOP/8v/e/wAALAAOAA4A9/9JAB0AIgBwAA4AXQBwAEQATgBJABMAOgBdADUAZgAsACwAAAAxAEQAEwAsAAQA2f/j/97/CQDB/63/DgC8/ycAwf9JAB0AMQB6AN7/YgBy/+3/mv/Z/97/vP8EAJr/t/+y/zUAt/8nALf/vP+y/1D/wf+B/8H/8v/3/yIA7f8JADEAwf9YANn/JwAOAAAATgAEAFgABABOACIAUwBEACwACQA/AEQARABOADEAfwAnAE4APwBJABMAvP/j/xgACQAYANn/kP+Q/7L/z/8JAPL/sv8YANT/IgDP/6P/8v+j/5X/sv/G/1X/gf9a/4H/mv9t/4v/d//t/8b//P8TAPL/NQA/AEQAawA6ADEAXQAJADoAMQBJACwADgAAAOj/TgD3/ywAEwD8/1MA6P9dADUADgAAAAQAPwAdADUABABYAAQASQBdAPf/1P8OADoABABTAPL/OgAnACcANQAEABgANQATACwALAATADoA7f9iANT/LAC8//z/EwCL/+P/bf/P/1X/CQCa/7f/qP+3/x0Ay/8OAJr/GACy/xgAxv+t/8H/hv+y/57/y/8YACIAIgCJAAAAlwAnAF0A9/8xAF0A8v+OANT/RADy/2sAOgAsAFgATgBEAEQAawD8/xgAsv8sAPL/9/8EAPf/BADZ//f/JwA/ACcASQBOAFgARACOAAAAdQBOABgAawDP/0kAGAA1AN7/LAATAPL/PwB3/zoAt//G/+P/ZP/U/7z/BACL/+P/t/+o/ywAz/8nAOP/AAD8/8//nv8YADEAOgBJAO3/TgAYAH8ALADt/ywADgAnACcAHQATACIAXQD3/4QAEwAdAJwACQCrAN7/NQDt//f/GAD8/10A8v9mAPf/RAAAAPf/AAC3/z8AAACj/4b/sv+G/2T/y/98/6P/kP+B/9n/bf9p/57/vP+a/5D/hv/B/4v/z/8OAMH/8v/8/yIA1P/o/zoAvP+8/7z/Qf/8/23/mv+B/3z/mv+a/w4Ahv9JAMv/TgAOAD8AUwA6AH8AXQBrAOP/cADZ/zUAt//8/xgABABTAB0ALAC3/5wAIgA1ADEA8v8nANn/CQDj//L/2f/8/9T/z/8JACcAMQA1AHAA2f/j/+3/sv+e/0v/cv9G/0v/hv8C/4b/o/9V/8b/kP+B/57/i/+o/8H/y/8EANn/t//U//L/GAAnACIAOgAAAEkAHQBdABgAMQBrANn/YgDZ/0kAPwBEAKP/BADy/7f/SQDU/1MACQBEAOj/GAC8/wAAIgDo/yIAxv/t/8//4//P/9T/d/9Q/3L/hv+a/8b/8v9TACIAOgAOANn/LADt/xgA7f/j//f/z/8OABMA9/8iAAAAiQAYAFMACQCa//L/xv9dAPf/lwAYAGsAIgDU/xMA3v+JAPz/pgBOAE4ALABEAGYAGAAxACIADgAAACcAz/8JAPf/1P/y/wAA1P8sAMb/3v9p/6P/4/+G/1gAxv9JANT/RAB6APf/nAA1AD8A4//o/8H/qP/Z/7z/mv+V/9n/qP+j/6P/qP/G/7L/wf/U/9n/EwDy/+P/HQATABgAYgC6AFMAnABwAHAAawAnAHoAIgBJABMAMQDj//z/AAAOAFgAMQBEABMARADe/z8AHQD3/w4ABADy//f/DgDe/wkAo//3/5D/wf8AALz/DgAYAE4AJwBmAB0ASQBdAEkAWADU/1MA7f8TAJD//P8iAG3/CQCQ/zEAt/8YABgABAATABgAMQDy/0kAwf9EAMH/9/8iABgANQDZ//z/nv+8/6j/o//U/23/BAATAOP/SQDt/zEA4/8JAAAAz//U/9T/LADy/+j/AADB/x0A/P+o/wAAi//t/5D/nv+V/8v/OgDU//L/cv/L/6j/y/8xAOP/IgATADUANQAEAN7/DgCo/+P/7f+V/zEAWv8dAMb/7f8TAJr/LACy/zEAy/8iAMb/gf/j/yIA4//Z/ycAz/9OAPf/egBTAEQAOgBrAFgAIgBiACwAdQAxAKsARAB1ADEAUwA1AB0ANQCj/wkAgf81AHL/AAAJANn/UwDL/4kAy/8xAMv/qP8EAJr/vP93/5X/d/+B/63/y/+o/w4ABAAsAA4AAABEAMv/dQAEANn/t/+8/w4A2f8sABgARAAsAHoAZgA/AI4ADgA/ADEAMQBYACIACQATAGsANQA6ABMAz//3/+P/y//L/3f/rf+a/5D/lf+3//L/wf8xALL/BACQ/8b/3v9V/9n/Vf/B/7f/vP/o/9n/8v/t/63/DgDP/w4AEwCy/8//i/8iALz/JwD3/ywAEwAOAHAAPwBdAH8AyACcAPAAXQCXACwAZgBOAAQAUwDB/0QAGABEAOP/y//8/+P/RAD3/wkAz//3/9T/4//t/7L/8v+t/0QAmv/o/8//t/8dAK3/4/+L//f/UP/P/8b/mv/e/7L/GADL/9n/t//y/5r/z/8TAAAATgBdACIAMQBTACwAegBJAGIAcACmAHUAawBTAOP/RADZ/zoA/P/P/wkA8v9OAAQARAAxAEQAIgAOAE4ACQAYADEATgA1AGIAMQAnACIA6P/y/6P/3v+y/8b/xv+8/7f/hv+o/63/qP/L/5r/o//P/8b/7f+L/xgA6P8AAD8ALAA6AAAAMQDe/1MAIgBYACIARAAiAPz/MQD3/ywAhv8TAJ7/2f+y/7L/6P+Q//L/xv/y/wAAAADZ/wkAo/9EAJ7/PwDo/9T/OgCo/3UAOP9TAKj/UwD3/6j/NQDt/3UA1P/EABMAdQAYAJwARAAiAFMA9/9rAAAANQDt/2YA8v8JALL/6P/B/9T/8v/Z/ycA/P86AAQASQCy/wAAAAAdAO3/CQAOAMb/NQD8/z8A7f8JAAQA2f/G//f/HQAOACIAOgAiAEkAdQAiAI4AIgAnACIAJwA/AB0ANQD3/04Ay/81AAAABAD8/7L/6P+Q//f/bf/Z/2n/y/+Q/1r/2f+L/xMAsv86AOP/UwAEAAkAfwDG/1MA/P8nAB0A3v86AM//NQD3/7z/AACa/ywAnv8JAPz/7f8xALf/6P+t/9T/lf/o/8//lf/o/63/2f+a/5X/DgCa/9T/fP+a/97/z/+t/63/8v/e/+3/nv8dAMb/dQBEAE4AGAC8/2IA9/81AJ7/BACe/8v/BADB/x0A8v/8/7z/3v+G/7z/kP/Z/8b/Rv/L/4b/7f/3/ycAcAAiADEAEwAdANT//P/y/8v/2f+o/8b/6P81APf//P/U/x0AXQATAEkAEwA/AFMA9/8iADEACQATAOj/CQCQ/7L/vP/G/wAAmv8iALf//P8JAAkAGAAAAGYA3v9OACIANQDZ/+3/CQAJADoA9/9YAMv/UwAiAAkADgC8/wkA/P9JACwA8v/3/63/3v/e/6P/z//L/ywA7f81APf/wf+8/5r/rf+8//f/t/8EAKj/XQDG/wkAPwDe/2sAIgB6ANT/dQAnAF0AYgD8/z8AvP8dACIAUwBJACwAPwAdANT/DgDU//L/DgDU/0kA/P+hAFMAegC1ACwAxAAiAKYAPwA6AD8A2f8dAMv/UwC8/xgAnv/j/zoAxv8dAJX//P/P/wAA4/+8/6j/3v/Z/5r/qP+G/9T/hv+o/7L/sv+e/+j/vP8xADEASQCJAMb/XQDo/xMA/P8JADEADgBJAGIAsACcAM0AYgC1AA4AegBrACIARACL/0QAnv86AO3/BAAnAJ7/BABp/wAAlf/U/8H/AADP/9T/UwCj/04Alf8sAKj/vP/o/5r/RADG/04A2f8nAA4A/P8dABgABAD8/wkA9/8xAOP/UwAAAE4AIgA/AEkANQBOAN7/UwDo/xMA6P8OANT/BAAsAPf/TgDo/ycA1P+8/97/qP+o/63/4/+t/6j/qP+8//z/xv8AAPL/4//U/8v/6P/t/ycA4//t/6P/vP/e/6P/AADo/xgARAAiAF0AIgAnAO3/AADy/5r/1P9L/w4Ai//P/8//bf8TAHf/SQCL/w4A3v8AACIAAABmAN7/MQCG/x0Awf9OABgAPwCOAD8AoQAJAGYAGABmADoALAA1ACwAAAAdABMA7f/t/5X/1P+y/6j/lf+t/4v/xv+3/9T/y/+t/wQAS//G//f/t/9OANT//P/j/8//HQDj/0kAvP+JABMAMQDIAAAAnACV/yIA4/8AAEkA7f9iAA4AIgAEAE4AXQCOAMgAvwCEAIQAawBwAFgAPwAEADEAHQDZ//z/t/8YAFD/nv/B/1r/vP93/+P/z//j/7z/sv/j/9T/RAA1ABgA9/+B/63/y//L/ywAEwCOAHAAfwCTAFgAtQBJAIQAEwBEAAkAvP/G/3f/MQB8/ycArf/G/xMA8v8TAHf/BACG/10AqP/e/7L/y/86AKP/RABy/zUA2f9dACwABACXAEkARAD8/ycAGABdAKj/MQDU/+P/JwDy/xgAz/9YACcAlwBJADoATgDo/x0A9/+8/9n//P+y/xMA9/86AA4Az/8nAO3/XQAJAB0AGAAOACIA3v8dALz/DgAdAB0ADgDt/2YAz/81AB0AMQA/AMv/EwCG/+j/kP+o/4v/d/+o/0v/lf9k/5X/bf9a/4b/gf/Z/97/9/8YAN7/NQAxAHAASQBiACIA4/8EAMb/PwDU/ycA4//Z/97/xv/8/5r/LAAAACcA2f/e/yIAt/8YABgA3v+3/8v/z/8sADEAZgBmAOj/SQD3/zUAWADy/yIAxv/G/7L/qP/B/5r/AAC3/97/9//L/+P/3v/3//L/BADU/9T/3v8TAM//4/+o/6P/z//8/9n/z/+Q/5r/9/9t/wAAmv/U/yIAEwDy/8//cv+j/+j/8v81AIv/MQDj/ywAIgATAEkAHQCOAAAAGAC8//z/CQAEACcAz/8YAM//AACa/8H/3v+Q/wkAZP+L/4b/wf/P/63/BADo/0QAEwBrAEQARAAiACcAPwATAGIAAAAEAPz//P/e/63/o/+e/5r/3v/3/9n/y//U/8v/BAD8/wQAPwC8/zoAwf8AAMv/bf/L/5D/y//Z/zEAxv/P/+j/6P/U/zUAAADe/8v/2f81AM//YgAdAGsAfwC/ALoAhACrAFgAlwA1AGYAJwDy/1MALABJAD8AZgAxACcAPwAsADoAqP8EAOj/2f/Z/8v/y//o/+P/qP/o/2n/o/9p/3z/d/+t/9n/8v+mADEAcAAxAFMAPwD3/2sA1P8TAM//y//Z/7z/DgAEAB0AGAA6ACIAOgAiABMA8v8nAAAA4//L/8b/y/8AAM//z//e/6j/BABp//z/qP8OAN7/GAAEAM//WAC3/2IAwf9iAAAACQA/AO3/dQAxAGsAMQAOABgAt/8OAPL/t/8sAMv/WAAdAA4A6P+a/8b/vP/U/8//vP/Z/8//CQAiAPf/awD8/2IA9/9JAB0AEwAAAMb/SQAAAGIA9/8YAKP/4/+8/wQAwf/Z/yIAhv/j/3z/EwDj/0kAYgBYAF0AYgBrAFMAZgBwAD8A9/8/APf/IgCo/wkAz//B/+3/rf/y/5r/z//L/5r/vP+V/7f/t/+3/8b/lf8OAMH/MQDe/+P/AAC3/wkA/P9dAB0ANQAdACwABAAiABMA8v8YAD8AAAAAAAQA7f9JAN7/RAAxAEQARAAdAA4ATgAnAHAAcAAxAJwACQB/AMv/BACo/8//4/93/6j/PP/B/xD/xv9k//L//P/t/wQAgf/y/1//7f9V/7L/o/+Q/7f/nv86APz/CQD8/w4AHQA/ADoAiQATAE4AWAAOAFMA4/9rABMAnABrACcAegATAFMAsv8AAJr/6P/G//L/SQDB/0QAwf86AN7/AADL/5X/2f+G//f/i/8TAMb/GAD3/+j/HQBV/zUAmv8sAPz/z/9OAJX/awCy/0QAAAAOAF0Az/9rAKj/NQDP/ywANQAxADUAHQB1AOj/awCt/zoAwf8JACcAwf8nAF//CQBk/+3/3v+t//z/i/8iAMH/JwD3/xMA8v8OAGIABABOAPL/JwD3/ycABAAEAOj/8v8YAOj/IgDP/z8ACQBdAEkARAAdABgAPwAEAFMABABTAN7/OgD8/xMAYgAsAHUACQB/AD8AMQAsAEkA4//Z//z/xv/y/63/BADZ/ycAHQAOADUA/P8iAPz/EwDe/+j/vP+8/+3/rf/3//f/SQAYAB0AYgDy/zoAHQAdAA4A8v/t/7f/DgDt/wQAXQAxAE4AEwAnAB0ALABJAN7/HQDo/+j/BAD3//f/AAAOADEAawATAF0ANQBOADUAAAAsANT/IgAdAPL/4/81APz/GAATAOP/AAC3/+3/xv8EAPL/EwDo//L/4//P/97/y/8AAKj/7f+Q/+P/2f+j/xMArf/y/+P/z/8EAAAABAC3/8b/wf+e/9T/nv+a/7f/z//G/+3/6P/Z/z8AJwAxAEQAIgAxACcA6P8TAMH/8v/j/7L/CQC3/+P/i//B/7f/3v8AAOP/GADB/x0AAAD8/wQAqP+o/3z/hv+t/57/xv/o/wQA4//t/+P/t/+o/5r/sv+Q/7f/t//P/+P/wf/L/8H/qP/o/8//9//8//L/PwAOAD8A7f9EABgA1P8OAKP/GAAJAB0A9//o//L/8v8OAMH//P/G/97/nv/B//z/9/9EAPf/UwAxADEALAA1ADoAIgBrAA4AOgATACwAUwAsAOP/AAATAOP/BACV/9n/lf+y/8//lf/o/4v/8v/e//z/DgAEAEkAAAAOAMv/9//y/xgA6P/t/x0A/P8/AO3/HQAEABMAIgBOAFgAUwA6ADUAZgAxAFgALABYAGIAYgBYADUASQA6ADUALAD3/zEADgD3/xMA3v/3/9n/sv+a/+j/1P/t/wQA9//3/97/AADy/xgADgAdAA4AGADt/9T/3v/B/wAA9//G/+3/4/8EABMAGABYABMAHQA1ACcARAAnADoAHQDj/wkA1P8TAPf/8v/y/6j/8v/P/+P/wf/L/9T/1P/o/+P//P/G/xMADgDj/xgA4//y/9T/rf+y/7L/1P/L//L/AABmAHoAZgCTAIkAcABYAE4AJwAJAPL/OgAdACwALAA1ADoACQBYADEASQAnABMAJwDt//L/4/+V/63/rf/P/wkA/P8AAM//6P/j//z/AADo/8//vP/B/4v/vP/j/7z//P/t/97/7f8TACcA8v8JAKj/xv/3/7f/2f/G/9n//P/8//f/wf/B/6j/z//y/wQACQATAAAA1P8nAB0AOgD3/wkA/P8TAEQAIgAiAM//9//Z/ycAEwBJAGYALABrAE4AegA1AEQAMQAOACIAJwAYAM//6P/P/xMA/P/3/xMA6P8EAO3/BADB/9T/7f/G//z/xv+8/4v/d/+L/4H/nv9a/5D/lf+a/9n/vP/3/+j/EwA1ACIAPwDy/w4AGABTAFMAHQA6AAkAOgATADUALADy/ycADgDo/+P/7f/t/x0Axv/t/+3/3v8dAN7/DgDU//z/4/+o/+3/rf/y/8H/y//o/+3/DgD8/wAAz/8iANT//P8dAOP/GAAiABgAHQAxABgAEwAdADoALAA1AFMAPwAEABMALAAOAAQAIgAAAAAA2f/8/7L/sv/j/7f/LACo//L/wf8xAHAAPwCXAAAAWAAOAF0AYgA/AHAAAADt/8//wf/P/63/6P/3/7z/4/+8//f/6P8TAM//3v8AANT/CQDG/zUAz/8AAPz/wf8JANn/EwDU/9n/1P+o/6j/o//L/+P/9/8iAAAACQAJAA4AGADy/0kAHQAxAEkAYgCEAFMAiQBOAH8AfwA/AEkAAAAnAAkA/P8dAN7/BADL/wAA8v/U//f/y/8nAN7/CQDG/4v/2f9k/63/vP93/8H/rf/U/9n/2f/o/+3/DgDU/zUA7f+3/8H/sv/Z//f//P/y/wQAEwATAB0ANQD8/ywAGABJAAkANQAnANn/WAAEACwA/P/o/wQA1P8EAO3/8v81ABMAUwDt//f/MQD8/3AAy/8TAM//1P9EANn/SQD3/ywA8v/G/wAA1P8YAPf/BAA/ABMABAAnAOj/LAA6AD8AEwATAAAAAAA/AM//NQDP/wQAEwD3/10Az//y/7z/3v/y/+3/CQDB/wkA6P/o/wkArf/j/8b/xv8EAOP/AADe/8v/EwAJACIAMQAEABMABAAsABgAHQD8/7L/t/+3//L/z//B/9n/7f8sACwANQA1AD8APwDo/97/rf+t/8v/rf/o/4b/t//e/57/6P+V/7L/y//G//z/t//y/63/wf8EAMv/7f+o/8//1P+8/wAA1P+3/7z/z/+8/5X/sv/B/8b/z//L/+j/xv/U/+3/1P8TANn/EwAYAPf/SQDy/x0ABAAdACIA3v8YANn/NQATACwAXQAYAFgAOgBmADUA/P8sAAQA1P/U/97/7f/L/wAA8v/Z/+3/z/8xAPf/XQAYAOP/6P+o//f/lf/y//L/8v9JAPz/7f/y//z/GAD8/+3/8v81ABgA/P/8/8v/JwDj/xgAXQAYAHAAMQBOACIAHQAYAPz/RADj/z8Az//y/1MA9/8/ACwAHQA/ABgAIgAiAOj/JwDZ/ycADgDZ/x0AqP8AALz/wf/L/2T/xv9f/63/nv+G/8b/lf8YAN7/JwAsAPz/PwAiAEkA9/8dAA4A1P8AAMb/BAATAOj/GAAAAA4ABAAEAAkA/P9EAB0ACQA1AOj/9//y/w4ABADo/x0Arf8xAN7/1P8YALL/GAC8/w4AAAATAFMABAB1ABMADgDy//f/RAD3/zEA8v8sAB0APwCTAPf/TgBJACwAPwDy/yIA9/8OACcA9/8/APf/GAA/AEQAcAAxAGIAOgAnAB0AGAAnAOj/MQATAOj/JwDZ/8//kP98/8H/fP/L/+j/kP/U/97/EwD3/97/EwD3/xMAvP/o/7L/2f8TAM//HQDU//z/2f/P//f/sv/e/4b/y/8JAJX/HQAEACIASQAiAH8ALABOADEABAAxAAkAPwAnAD8AUwAiAD8A9/8sAD8ANQB1AFgATgAAAFgAHQAAAPz/sv81AAAAUwBOACIAcABJAGsAIgBEACIA7f8/AO3/IgDy/7L/y/+3/+j/4//j/+j/9/8AAPL/JwDy/wQADgCj/97/o/+3/8v/t/8OAMb/1P/U/97/AADt/0kABAAOAEkAGAA6AAQAHQAJAAAACQDG/w4Az//t/8//qP/t/5X/7f/e/9T/3v+3/yIAz/8TAD8A3v9OAPz/MQAdAPL/MQAOAF0ATgB1AEkAOgBJAAkAJwDe/8b/4//L/wkAxv8YAPL/t/8xAK3/7f/P/7z/y/+j/97/xv/Z/8v/3v8EAMb/HQDy/+3/GADZ/xMA1P8YAA4ACQAYABMAHQCj/+P/y//y/ywAAAAxAAAAEwAdAAkAWAAOAEkA/P8xADUA9/8xAK3/IgDU/+P/y//U//f/sv8YAN7//P/o/+j/9//t/xgADgDt/wAA9//o/9T/1P8TAO3/AADt/yIA9/8AADUA2f8dACIAIgAsAAQAAAAAAAQANQAYACwACQAxACcABABwAD8AWAAAAFgAOgAJADEA/P9OAAkAUwD8/xgAHQAEAEkA6P8sAPf/AAA/AB0AOgDy/97/wf/G/xMArf/Z/7L/vP/G/7L/AAC3/wAABAAdABMAAAAJAPL/y/8JAOj/7f/j/8H/AADG/wQAxv8EANT/3v8nAAAA8v+a/7f/sv+o/4v/qP/L//f/3v/8/8v/y//3/wAAHQDj/zEAt//P/+P/6P8TAMb/y/+y/zEAHQAAAD8ADgAiACcALAD8//z/4/+8//f/lf/j/8H/mv/y/4b/4//P/wAABAAAAAQAlf8nAMb/y//G/5D/6P+L//z/vP/B/xMAz//8/9n/4//Z//z/9/8OACcACQDo/+j/y/+3/z8AEwAYADoA9/8YAO3/t//3/+j/9//y//f/HQDy/ywABAAOADUAy//o/7z/xv/G/7L/9//G/yIAGAAYAHAASQB/AIQAegB6AHUATgBEAF0A7f8/APf/DgAiAOP/DgDZ/yIA2f8TAN7/2f/3/9n/OgDB/wAA/P+o/w4A2f/P/7L/rf/P/8b/2f+L//z/vP/j/wQAlf/3/63/9//P/7z/BAC3/+3/rf+y/7z/t//Z/5r/y/+3/9T/BADU/w4Asv+8/8v/rf8EAOj/HQDy/x0ABAAJACwA9/8TAOj/OgDB//z/AADj/x0A7f8TAMv/7f/o//L/DgDe/9n/4//U/wQA7f8OABMA8v8JANn/DgAEACIAHQA1AD8AMQBTAAkA6P/y/63/lf+B/6P/sv+e//f/z/8JAN7/GAD3//z/YgDy/zEAxv/Z/7L/3v/3/+P/BADL/w4Awf8AAOP/4//e/8v/z//P/9n/xv/t/9n/1P+e/+P/xv/y//L/CQAiAPz/IgDo/xgAAABEACIA8v9JACIAPwD8/wAAPwAdAFgAHQA1AD8AawCXAF0AiQBYAEkALABEACcA9//3/7f/vP/B/7z/wf+3/6j/AAAdACIANQAxAAkA9//P/+j/3v9t//f/lf/o/wkA8v8xANT/UwDj/x0AGADo/wkA6P8iAMH//P/e/+j/GAAdAGsAOgB6AFgAdQCmAF0ApgBEAGYAiQBiAIQAOgBmAEQAYgBdAF0AhABEAEQA/P/e//z/xv/U/8H/xv/G/57/7f+V/8b/2f/o/x0A7f81AK3/7f/L/7f/6P+j/wkArf8iAAkA9/8AALz//P/G//f/4//o/+3/1P8AAOj/xv8YAAAAHQAAABgADgDG/x0Az/9OAPz/LAA/APz/TgAEAF0AJwBJACIAAAAxAAQARAAdADEAYgBYAGYAIgBYAGYARABwAF0AdQBOAFgAhABdAFgAOgBmAOj/7f/8/7f/y/+L/9n/Wv+e/7L/fP+o/23/o/9V/5D/cv+V/8b/t//P/5X/2f/U/8H/sv/e/9T/3v8EANn/1P/U/8///P/U/+P/CQDt/xgA7f/y//L/LABdADoAZgAiAEQALABEAEkABABTAPL/RAAEAAQA8v/t/zoA6P8nAKj/3v/L/8///P+e/9n/1P/U//f/8v8xAO3/HQAnAAQAPwCy/ycA7f8AAAQAz/8xANT/DgCo//L/wf+e/wAAlf/j/5D/mv+t/8H/BAC8/9T/o//B/8b/hv+t/3z/3v8EAPz/GAAEAE4ALACOAEQAdQBwABMAZgDL/zEA4/8JADEA9/9TAB0ATgBEAEQAYgBEACIARADo/+j/AAAEAN7/wf8JAN7/MQAdAEkACQAxADUA2f8sAM//NQDj//f/EwDP/yIA6P9YAB0AGAA1AOj/JwDy/xgAxv/B/8//t/8sAMb/EwD8//L/TgAdAH8ARABJACwABAAEAKP/z//L/9T/vP+8/8b/kP/B/5D/qP+y/23/y//U/9n/wf/8/wkAsv9EAPz/IgAAANT/JwDU/0kAEwAxADEAHQA6ACcAMQDZ/yIAHQAAACIAOgAdAAAA7f+t/7z/xv+8/8b//P/o/w4AAAATAPz/6P8EAAAAOgDy/zUAAAAAAPL/6P8YAOj/JwDU/+j/xv+8/8v/mv8JAMH/JwATACwAXQDZ/xgAxv8sAOP/4/8JAOP/IgCy/yIAz/8AAAQA1P81AM//JwAYABgAEwDL//z/o//j/7f/i//y/6P/CQDZ/ycAHQAEAFgA7f81ALz/AACo/97/LADG/zoAz/8/AAkAJwAnAPL/YgDo/zEAAAD3//L/y/81ANT/8v+t/8b/7f+t/+j/gf8AAM//BAATAKP/EwC8/xMAz//G/4b/nv8AALz/GAATAEkALAA1ACIAGAAYABMATgAxAHAAIgA/AFMAxv8YAN7/wf/P/7f/BACo/+j/3v/3/wAABAA1ANn/RADt//f/4//e/wkA7f81ALf/8v+8/wAACQD3/yIAwf8xAMb/JwDt//z/MQC3/04A3v8nAO3/8v8OAMv/OgDB/zUADgA/AFgA2f9rANT/MQAEAAkAGACe/zEAmv/3/6P/2f8YAKj/BACy/wAA2f8OAAkAJwBJABgAawATADEAIgAnAAQA2f8iAPf/CQAEAAkAEwDU/ycADgD3/+P/AAAdALL/IgDG/ywA7f/y/xgAnv86ANn/UwAJAAkAHQAAAA4A8v8sAOj/XQD3/wAARAAdAHAASQCEAGIAZgB/ACwAawAxAI4AcABTAGIAIgAsACcAdQAYAGYAMQA6ACwA8v9mAM//GAC8/7L/2f98//z/nv/3/8v/rf8nALz/CQDo/yIAIgD8/z8A9/8sAOj/DgAxAB0AOgDt/z8ADgA6AD8AIgBwAAQAPwAdAD8ASQBOAGYAGABEAPf/PwDL//L/sv+B/97/Vf/G/1X/t/+L/3z/z/+V/zoA/P8/AB0ALAA/AOP/RAD8/x0AIgAJADUA3v8TAPf/JwAiACIAYgAnAE4A8v81ACIA/P8EAM//3v+j/+P/1P/y/7z/vP/e/5r/z/+t/wAAwf/U/+j/vP8OAKP//P/Z/63/7f/j//f/6P/3/8v/1P/L/+3/IgAEADUAGAAiAEkAHQBOABMADgAYAA4ABADj/x0Anv8JAB0ABAAAAIb/IgDy/w4Asv/Z//f/vP8/AN7/GAD3/wAA1P/o/wkA2f8YALz//P/L//L/9//Z//f/6P8OALf/CQDU/+P/IgAAAGYAOgBrAHoAHQBOAAQAOgAAAO3/7f+e/yIAlf/3/+P/t/8EAJD/GAB8/8//4/+B/8b/S/+t/1//wf+e/7L/DgC3/1gAsv86ADUACQAsAMH/IgCo/wQA2f8JAO3/1P8OAJX/OgC3/x0ABADP/0QAz/9YAOP/GAAsAA4ANQDj/0QA/P9rAD8APwCJAFMAsABrAGsADgDt/xMADgBJANn/JwDy/+j/BACL/+j/hv+t/8H/sv/e/63/GACo//z/4/+e/8//mv/8/2n/z/+j/7f//P+V/wkAz/8iAOP/4/9TACwAdQAdADoALAAJAEkA8v8nAM//4//L/8H/7f+Q/9T/hv8EANT/9/81AB0AYgDo/zEA1P/3/97/t//8/3z/3v/B/+P/y//G//z/o/8YAOP//P/L/8//LADe/3UALABwAGsAJwB6AAQAawAdADEAMQAiAB0AvP8TAKP/z/+t/9T/DgCj/97/sv8AAA4A2f8iAMv/DgD8//f/DgCy/zEA7f86ACcAIgAxABgARADo/zoA2f8EAKP/qP/B/6P/CQCj//L/cv+e/7L/o//y/4v/sv+3/8b/EwDo/97/CQAdACwAHQA1ADEARABEADUAUwA/ACcA3v8JAO3/1P/y/8v/BAD3/04AJwA/AD8ACQCJAE4AcAAxACcAawAxAFMAXQAxADoAEwAYABgA9/8nAA4ADgDj/9T/qP/P/9n/2f/e/4H/2f+a//z/2f/L/wkAt//t/8v/AAD3/wAAGADj/+3/DgA1ACcAEwAEAMv/6P8AAPL/CQDL//L/3v8JACIAAAAEAO3/RADo/xMACQDU//L/t//8/8//1P/L/+j/MQAOADUA8v/8/xgACQAAANn/AADy/7z/8v+3/8v/z//U/ycAz/8nAMb/t/8JAMH//P/P/wQACQDP/9n/z/8AANT/3v8EAPf/EwDZ/wkA8v8JADUA4//3/7f/xv/G/8b/1P+8/8b/o/+a/7L/mv/3/63/d//B/8H/AADG/wAABAAOAE4ADgAsACwADgBEAPf/CQAJAB0AJwDZ/1gA7f8xADEAEwBEABMAYgAAADUABAAJACcAy/8iAO3/CQAYAPz/EwDj/yIA8v/L/wAAvP8EAN7/xv/3/9T/LADP/+P/LADZ/x0AEwD8/z8A9/8nAFgAOgAiAAQAOgD3/ycAEwDy/ycA8v8AAAQACQDt/+j/7f/t/+3/7f/P/8//y//y/wAAt/8JAOj/9//8/+3/CQDt/ywAPwA/ABMA8v/e/yIAAAD3//z/9/8TAAQAGAAiAEkAEwAxAA4ACQAsADoAHQAiADoAMQA/ACwAOgD3/zEA9//y//L/6P8xAAkACQDt//z/EwAdABgANQAsACwAMQAYACIAMQDt/ycAHQDt/w4A4/8AAPL/HQAEAA4A6P/3/wkAAAATANT/9//L/8H/nv/B/+P/6P8YAM//7f/8/8b/4/+y/+j/MQATAGIAEwA/ADUA9/86AOP/6P/o/wkARAA1ADUALAAnACwASQBmADoABAAiAB0APwA6ADUAOgAAAD8ALAAdAPz/8v8EAPL/GAAOAAkA/P8TADUABAA/ACIA3v8JALf/8v/8/wAA7f/t//z/4/8xAM//MQATAAAAMQAOAPf/y//Z/5X/3v/G/9n/JwAEAA4ALAAsADEADgAEAPL/6P/8/+P/9//y/x0AEwAdAHAANQBEACIACQA6ANT/8v+8/8v/t/+V//L/rf+y/3f/o//B/3f/qP+L/97/wf+3/9T/kP/e/6P/vP/t/+j//P/Z/x0AJwAdADEA9/8EAAkALAAxACcARAAiABMA3v/t/+3/AADj/8//EwDU/w4ABAD8/wkAz//y/8v//P/t//L/BAD3/wQA2f/t/+j/CQDU/8b/xv/e/+P/7f8iAAQAHQDU//z/EwAAABMAEwAOAAAAAADZ/x0AEwAAACwAHQAnAEQALADj/x0AAAD3/wQAz//o//z/3v/L/9n/vP/e/8v/2f/U/8b/3v/t//f/3v8EAD8ARAAxAIQAZgCOAMQAlwCEAHUAlwBTAEkAEwDt/+j/4//o//z/CQDU/9n/1P/o/8v/3v/U/9n/8v/o/97/sv/B/9n/4//t/8v/xv/y/8//2f+o/8v/vP+j/+3/o//G/9T/2f/y/8//3v8JAPf/HQATABMAEwAOAEQAGAA1ADUANQBYAEQALAAYAAkA7f/t/wkAHQDy/wQA6P/B/7z/sv/P/6j/lf+8/7f/kP+j/5D/3v/G/7f/6P+8//z/1P/t/xMA/P8dAEQADgAxABgALAAnAMv/OgAEADEAOgAsADEAIgBiACcAPwBdAEQAOgBTAAkALADo/57/2f+y/97/sv/G/+P/GAAOABMACQD8/+3/1P8JANn/CQAEAB0ADgDj/8//xv/t//f/BAD3/+3/7f8EADEAMQAsACwACQAYACcADgAnAAkAEwAYAM//BADP/9n/1P/Z/9n/qP/P/8v/2f+y/8//2f/Z/8v/z/8OAPL/GAAOAPL/6P+3/97/AAAdAOj/3v/e/9T/1P+3/7L/qP+3/8//3v/3/wAA8v/y/6P/1P/B/8v/7f/P/ycAAAAxACIAPwAnACcADgAnADUA8v8TANn/RAAEACcAWAAiAFgAMQA6ACcAPwA1ADEAOgAYACcALAAJAB0ASQA6AEkAPwBdAD8APwAxAAQA6P/P//z/4//3/7f/sv/Z/7z//P/3/wAABADy/wkACQDZ/8v/8v/G/97/vP/L/wQA8v/3/8H/2f/U/9n/2f+e/6j/z/+y/8b/z/+8/7L/qP/Z/63/xv/B/8v/4//t/+3/3v8OAAkAJwDy/zEAOgAxAD8ABAA/ABgAHQAdABMAEwCt/+j/DgD8/ywATgBTAE4AWAA/AE4ASQBdAGIAUwBmAEkARAAdAAQAGADy//z/JwD8//L/t//L/97/t//e/6P/xv+V/5X/vP+y/4v/qP+t/4v/vP+V/+j/wf/e/8//vP/P/7L//P/o/8//8v/8/7f/CQDU/w4AHQD3/ywA1P/t/9n//P8EAPL/8v/t/xgAJwBTAFgAPwAxADoATgBEAIQAdQBTAGIAXQBYADoASQAdADoANQAiACwAPwA6AAQARAAYADUALAAJAB0A8v8sAA4ACQAOAM//4/8AAAQA9//e/9T/7f/3//z/LAAsACcAOgAsABMABAAiAN7/AAD8//L/9//P/wQA4/8EAO3/CQAsAAkAHQAnAE4APwBJAD8AIgATAEkAHQAsADoAAAAnAPz/IgAAAPf/IgDo/w4ADgATAB0A3v8AAPL/z//3/+P/1P/L/9n/3v/e/9T/z//e/57/z//o/7f/BAAJAPf/7f/j/8//2f8JAAkAIgAdAB0AMQAYAGIANQATAEkA/P8sACcADgAxAAkA8v/o/+j/8v/o/8H/8v/y/+j/GADo//L//P/B/9T/3v/Z/97/xv/L/8H/xv/B/8b/vP+L/7z/o//B/7f/nv+8/4v/rf+a/8H/7f+j/5r/mv/P/8//HQAEAPL/BAD3/zUA2f8EACIA/P/Z/8b/wf+t/57/t//L/7z/xv/B/+P/6P8EABMA7f/e//L//P/o/wQAGAA6AGIAWABOABMAEwAnAA4A6P/G/9T/1P/o/8b/rf+y/8H/xv/t//z/2f/y/wkAHQAnABMAEwAYAAQAAADt/wQALAAOAAkAHQAOAAQAAAAsAEQARAA1ACcAAADy/wQA7f8dAA4A4//3/9n/z//y/97/8v/j//L/AADj//f/2f/8/97/8v8sAA4AMQAEACIARABEAD8AOgBiADEASQD8//L/BADZ/yIAJwA6AFMASQBTADoAUwAsADEAMQDy/x0AIgAnAAkA7f8YAA4A7f/e//f/HQD8/xgAIgD8/wkAz/+y/7z/mv+j/9T/t//B/8//1P8EAAQAGAAYAAQALAAEAA4AGAAOABgAEwAAAO3/BADo//z/BAAdAB0A9/8EAOP/6P8AAPL/7f/U/97/1P/G/7f/3v/8/8v/HQAOAB0ALAAdAA4AIgATAAQAHQDt/xgAJwAnACcADgAiAB0AGAAJAN7//P8AAPz/EwATAPz/4//P/9T/9//L/7f/1P+L/7L/z//G/8//sv8AAAQAAAAdAB0ABAAnABMAGAA1APz//P/o//L/DgAYAB0ABAAEAOj/DgA1AAAATgAOAB0ACQD8/0kA/P8EAAkA9//y/wAA8v8sAPf/9/8AAMv//P+8/+P/8v/e/+j//P/j/7L/6P/P/9T/2f/j/+P/wf/U/7z/xv/L/7f/vP/o/+j/xv/j/7L/8v/3/+j/AADB/+P/y//G/8H/y/+e/6P/xv+a/8H/nv+t/7f/sv+8/6j/rf/B/7L/mv/o/7f/wf/G/6P/7f/e//L/3v/o//z//P8dAAkAWAAOAPL/BADe//z/8v8EAAkAHQA1ADoAEwA1AD8ADgBOAAAAAAAdAPL/DgAAAM//wf/j/8//2f+t/63/4/+o/7f/rf+Q/97/vP/G/wAAy//Z/9T/BAATAAQADgAnAB0ACQAdAO3/8v/j/9n/7f8TAAkAGABOABgAMQBEAAkAEwBTAFgARAAnAB0AHQA/AFMAPwBJADEAWABEADoAMQAiADoAIgBTAFgASQBdAEQATgBYAE4AWAAxAA4APwBYAD8AMQA1ACIAEwAYACcAHQAOABMA9/8EACcACQAiAB0A8v/j/8v/2f/j/63/2f8EAAQAJwDt/xgAWAAOADEARAAdABgARAAsABgAOgD8/x0A2f/B/+3/xv/e/+j/4//y//f/z//8/9n/t//Z/8H/z//3/wQA3v/j/8b/4//e/+j/IgDe/+3/BAAOAPf/7f8JAPz//P/e/9T/4//Z//L/6P/t//f/2f/t/8v/z//B/57/xv/8/xMACQAnAA4AIgAEAO3/MQAEAAAAEwAiAPf/BAAsAB0APwAAADUAHQAdACcA/P8dACIABADZ/xgA8v8OACwAEwAdACwAPwAYADEAGAAsACIANQAdAO3/HQAiACcAIgBTADUAUwAxAAQAJwD8/xMAAADt/wAADgAYABgABAD3/wkA8v/j//f/CQD8/xgAIgAdAEQAHQAnADoAIgAxAB0AGAAnAA4ADgAOAPf/EwAsAAAA9/8AAPz/AAAJAAkAAADy/9T/EwDe/63/3v/P//z/7f/e/9T/2f/U/+j/CQAOADEADgDP//f/AAAEAAAA8v/3/wQAIgAiABMACQAYAPf//P/t/8b/xv/P/9T/1P/P/8//CQDU//L/6P/y/ywABAAYAPz/HQAdACwADgAEAAAA6P8TAAQA3v/o//L/z//3/8//y//U/6P/4//j/8b/y/+8/63/3v/G/8//EwDj//L/GAD8/wQAIgAnAB0ABAD8/+P/3v/L/97/3v/j//f/CQAEANn/AAD3/+j/8v8JABMAEwAsACIASQBEABgAMQA1ADoAIgAiAFMAOgAJAAkALAAOAN7/6P/P/9n/6P+8/+P/6P/G/63/nv+V/4H/o/+o/9T/sv+t/8v/lf/B/8H/xv/o//f/DgAYAAQA9/8YAAAA6P8AAPL/6P8EAAkAEwAAAAAA9/8dACIAHQA6AO3/NQD3/wQAOgDe/w4A9//j/xgA9//y/wQA8v/3//f/CQC3/57/qP+e/63/kP/B/63/sv/B/9n/xv+y/8//2f/Z/8v/6P8JAPz/EwAsAAAASQAdACIAWAATABMAIgATAO3/IgAxABMAGAAYAA4A/P8TAAAAHQAnAPf/IgAJABMAMQAAAPz/3v+o//L/7f/Z//L/y//t//z//P8YACcA/P8iACIABAAnAAAA1P/t//L//P8dAO3/GAA1ABgARAAdAPz//P/8/wQACQDj//z/AADP/ywAPwD8//z/4//L/+P/6P+o/8b/t/+o/9T/rf+3//z/1P+y/97/t//L/9n/4/+o/8///P/j/x0A8v8EAPf//P8YAAAA9/8sAPf/z/8JAPz/GAD3/wQAAADe/9T//P/8/97//P/t//L/CQAxACcAGAAdAAQACQDy//z/CQDy/xMAHQAnACIA/P8EACwAIgATACcAJwATACwAJwAiADEACQD3//f/4//Z/7z/t/+y/7z/1P/e//L/sv/y/8//1P/y/8v/2f+t/8//qP/G/4v/cv+o/5X/t//L/+j/9//3/9T/7f/o/wAADgAOABMABAAOAO3/BAD3//z/9/8EACcAHQBEAFgARAAYADoAPwAiADoAOgBOACcALAATAAQAOgAnADoABAAYAAkAAAAsAB0AMQATAD8AGAAiADoAOgA6ABMAJwAOAAkA4/8JALz/nv/y/7z//P/L/9n/7f/e/wQA2f8JAPz/IgAOABgAOgAYAD8AMQAdAAQANQAdADUAHQDy/ywACQDy/w4AMQAiACwANQAdADoADgAAAPL/4/8dAA4AAADy/wAA6P/y/wAAwf/e/+P/3v/j/+P/AAATAAQA8v8OAAkA6P/j//f/4/8YACwA9/8JAPf/DgATAOj/CQATAAAADgAnAAkAJwAxADEAIgAOAAQA2f/e/97/AADy/wQAHQD8/w4ADgAEAAQAAAAOACcAAAAxACIAHQAdAAQAJwDj/w4A7f/3/wQA8v8AAAAAEwD8/wAA6P/o/8H/6P/Z/+3/4//P/97/2f8YAAQA/P/o/+3/6P/U/9n/AADe/9T/EwAJAPf/BAD3/wAAEwAYABMADgAJAOP/8v/8//L/AAD3/+j/LABEADUARAA6ACIAPwAxAAkABADo/wAAy//e/x0AHQAJAAkAGAAAABgANQATAAkAEwAdADoATgBJADUAWABTAFgARAA1ADUACQAOAB0ABADo/9T/vP+3/7z/6P/L/57/y//G/+3/DgD8/+P/z//t//L/z//G/9T/z//U/9n/t/+3/9n/1P/B/7z/vP/j/97/EwD3/wAAIgDy/zEAGAATACcAOgAOAPz/6P/L/9n/6P/3/+P/2f/P//f/4//3/+P/1P/Z/97/4//L/7L/sv+Q/57/t/98/8b/t/+8/9T/wf/L/7L/mv+j/7z/xv/j/7f/y//G/63/z/+8/+j/7f/t/xgAEwA1AAAA6P/t//L/AADe/+P/z//t/97/1P8YAPf/AAD3/w4AIgDe/+P/4/8JAAAABAATAN7/BAATAPz/HQAYABgA/P/e/xgAMQA6ACwAEwAJAPz/GAAnACIAIgAOABMANQATADoALAAdADEADgAxAAkA/P/3/+j/IgAYAPf/7f/3/97/z//y//f/9//y/zoAOgAdADUAJwBJADUARABOAEkAPwA6AFMAHQA/ADEAJwBEADEAawBEACwAPwAdADUAPwBJAEkAcACOAHUAjgBiAGIAWABYAGsARABTACwAAAD3//f/BAAiABgAIgAJAPf/BADP//L/9//o/+j/AAAnABMABAAdAPz//P8JAAAAIgAOAAkAIgAdAB0AHQAAAPL/9/8AAAQA/P/Z/97/y/+3/7L/o//L/8//3v+t/8v/sv+j/8v/3v/8/+3/7f+8/wQA4//3/wAA9/8YAA4AUwAYADUALAAnAB0A4//8/wQACQAJAAkAAABJAD8ASQA/ADEAHQAEACIA/P/3/wAA8v/Z/97/9//y/+3/HQAEACIAMQAYAA4Az//y/8H/2f/U/63/sv+Q/7f/vP/Z//L//P/j/+P/AADj//f/DgAYAPz/AAAiAOj/AAAYABgAEwDt/+j/8v8OAMH/xv/t/8H/y//e//L/xv/L/97/xv/P/+P/GADy//f/CQD3/+j/2f/e//f/7f/G/wQAvP/B/97/xv/Z/7L/wf+8/8b/1P8AAPL/2f/t/97/BADZ/+3/2f/P/+3/rf+3/7f/8v/t/7f/7f/P/8v/y/+e/7f/wf+t/4H/hv+L/5r/rf+8/9n/xv/Z/9T/9//e//L//P/e//f/y//o/wAAAAAdABMAHQBJADUAJwAdAAAABAAYABMAGAAYABMAPwA6AEkANQD3/xgAGAAiAAAA9/8AAM//7f/L/+j/3v/L/8//vP/8/8b/3v/j/97/4//P/+j/2f/j//L/DgAAAAAACQDy//f/7f/8/97/BAAJAO3//P/8/wAAz/8EABMAHQAJAAQAHQAYACcACQATABgACQDy/wkA8v/8/wQA2f8TACcAJwBEACIALAA6AEQATgBYAGYAUwBmAGsAfwBrAGsAZgBTAGYAYgBTADoALAAsAEQATgBOAGYAWABJADoAIgAsAA4ACQAdAPz/7f/8//z//P8AAB0A8v/y/xgALAAsAOj/7f/o/wAA2f/y/zoAGAAdAA4AIgDt/9T/AAD3/+P/3v+y/7z/4//G/9T/y//G/+3/7f8AAB0ALAA1AB0ACQD8/+j/8v/y/7z/1P/t/wAA/P/Z//z/9/8JAA4AMQA/ACcADgAEAAkADgATAA4AMQA6ADUALAAxAEkAOgAdACIAHQAJACIAEwAiABMA4//t/8b/y//L/7z/z//L/8//wf/P/8v/o/+t/7f/mv+o/7f/1P/B/63/xv/o//z/HQDe/+P/BADU/+3/4//o//L//P/3/wQADgAAAPz//P8nAAkA8v8xAA4A6P8TABgAIgBTAFMAMQBJADUAMQAxABgAOgAnAAAABAATACcAJwAsAB0AAAAEAN7/DgDt//f/EwDZ/w4A9//3/w4A/P8EAB0ADgDy//z/xv+t/8//rf/P/+j/xv+o/57/t/+3/9T/qP/o/97/qP/B/6P/y/+8/97/t/+8/63/o//G/4b/vP/B/8H/1P/P/8//y//j//f/9/8AAM//2f8JAOP/GAAAABMAGAD8/wAA3v/3/+3/AAD3//f/y//L/+j/4/8JAAQA9//8/wAA6P8EABMA9/8iADEAGAA6ABgA/P8TAOP/3v/8/97/8v8JAPf/HQAJAAkAJwAsADEAJwAAABgAEwAiAAkA/P8EAO3/JwAEACcAGADy/+P/9//t/+P/AADZ/yIAAAD8/+P/xv/P/8b/y//e/+j/3v/G/8H/wf+t/8H/mv+e/8v/4/+y/7L/y//j/wkA8v8YAPf/8v8dAAkAMQAnABgAEwAYAAQADgA/ACIABAAYAAQA9/8dAA4AIgAYADEAIgAdAEkARABdAD8APwAsAD8ANQAxAD8AHQAsAO3/BAAdABMAMQAOABMA9//3/wkAAADy/wkADgDj/wAA8v/y//L/EwAAAAkAMQAEADEAMQBJAD8ACQAOACcAGAAYAAAAEwAnACIAPwD8/xMABAAOABgA8v/3/8v/1P/e/7z/xv/j/+3/9//3/w4ADgD8/w4A3v/j//z/7f/y/+3/6P/L/8v/1P/Z/8//xv/P/+P/9/+t/+3/BADG/wAA8v8EAAAADgAsAA4AJwA/ACcAGAAdANn/3v8YAPz/DgATAAQA6P/Z/97/z//G/8H/7f/t//f/4//Z/xMA7f8OAA4A/P/8/9T/DgAOAPf/9/8YAAAA2f8EAAQAEwAiABMABAATAAQA9//8//f/9/8AAPz/AAAdAAAA9/8JABgAEwDt/+j/3v/U//f/DgATAPL/9//y/8//1P/o//z/EwAOAMH/z//Z/97//P/e/8H/vP+8/97//P/L/wQADgAEACIA7f/y/wQADgDy/97/1P/Z/97/3v/U/8b/4//U/+P/z//t/wkA/P8EANn/8v/t/9n/4//y//f/2f8AAOP/qP+3/7f/rf+3/63/o/+o/8b/8v/j//L/6P/e/wAADgAYAOj/6P/8/wAA9/8EABgAEwAiADoANQATACcALAAdAA4AGAAiABMAEwAdAA4ABAAJADEAJwDy/zoAEwAEADoAJwBEACwAEwATABMABAAOACIA7f8EAAAA9/8OACwAIgAOAA4ADgD8/xgAJwAAAAkAAAAdAAkA/P8AAPz/7f/3/xgABAAnAD8AJwAiADoALAAYAD8AJwAOACIADgAOAOj/6P/j/7z/z//P/+P//P8TAB0AEwAOACIALAA1AF0APwDt//f/8v8EACcAAAD8/wQACQD8//z/AAD8//f/6P8YAA4ADgAEAN7/DgD3/yIALAATACIA8v8dAAkAAAATAAkAHQDt/9T/z//G/9n/xv/o//z/8v8OAPz/GAA/ACcAOgAdABgABAAnACwAAAAOAO3/BAD3/x0AMQAiACIAJwBOABMADgAEAAAA6P/Z//f/9/8AALz/1P/U/+P/AADB/8//t//U/+j/xv/e/9n/7f8EABMAGAAJACcAMQBEADoAUwAxACwAHQDy/wkABAAdABMAHQAAAAQAMQAdABgADgAYAA4ABAAnAAAA7f/y/8//z/8AAO3/2f/y//L//P/U/+j/9//e/+P/y//j//f/BAAYAPz/AAD8/+P/DgAAAPf/EwAAAA4AJwAOAAQAPwAiAA4ACQDy//L/7f/y/+3/9//y/xMA6P/e//f/3v/t/wQA4//j/wAA3v/t/+3/BADo/97/8v/Z/+3/sv/Z/+j/wf/o/wQADgDU/9n/6P/3//f/3v/t//z/AADy/9T/1P/j/8//4//t/+3//P/j/wkA9//3/w4A4//t/9T/BAD3/wQADgDP/w4A9//3/wAA6P/e/63/1P/e//z/GADj/8//z//8/+j/CQAEAOP/CQD8//L/AAAJAPL/CQAJACIABADo/97/y//e/8//6P/8/wkAAADt//z//P/o//z/8v8JAAQA8v/y/9n/JwAiACIADgD3//f//P8AAM//4//Z/8//xv/y/+P/wf/y/9n/6P/Z/8//z//P/9T/2f/P/9n/7f/j/wAA/P8AABgAEwAdAAkAEwAnAAkA9/8JABMA/P8OACIADgAOABgAIgAJAPL/IgAiAA4ALAAOAAkA8v8OABMA6P/y/wQAEwDZ/wQADgDy/wQAHQDy/+P/HQDo//f//P/j/+3/7f/3/+3/z//L//z/2f/3/wQAxv+3/6P/1P/U/8v/xv+8/9n/1P/8/+j//P8sAAkAMQA6ACcAUwBOAEkAWABEAFgAUwBTAE4AXQA6ACIAPwAiACcACQAdACwAIgA6ADEANQBJACwAIgAxABMACQAAACwAEwAxACcA4/8YABMAJwAAAAkA7f/P/9n/sv/P/7f/sv+o/8H/rf/P/9n/z//y/wkACQDj/wAA1P/8/ywAHQAOAAkA9/8EABgAAAAdAPf/AAD8/+P/BADj/+3/CQAAAOj/DgAsAAQA9/8EACcADgDy/+3/DgAiACcANQAdABMAAAAnABgAHQAEAAQALADt/xgA1P/L/+j/vP/8/wAABADZ/+j//P/3//L/z//8/8//vP/U/wAA4/+8/8//y//y/wQADgAYAPL/7f8JAB0ACQDe/wkADgATAB0ADgAOAPL/6P/U/wQABAAEAA4A6P8YABMA9//o/wQA/P/o//f/6P8sAB0ADgAYACcAGAAJACIAOgAiAPL/CQAAADEADgAYAAAA8v8iAPL/EwAJAB0A7f/y/wkADgDy/8b/AADZ//L//P8AAPf/4//Z/+P/BADj/8H/3v/3/9n/BADj//L/1P+t/8//3v/3/8b/z/+y/6j/sv/e/9T/sv/L/8v/6P/L/97/z//P/+P/9/8EAOP/z//P/+j/y//t/+3/AADt//z/MQAEACcAHQAiAAQAEwAnAAQAMQAEAA4AAADe/wAA6P8JABMAJwBTABgADgAYABMAHQAYAAQAIgBEABgAJwAYAB0ADgDo/+P//P8iAPz/9//3/wkABAD8/ycADgDt/xgAAAAJAA4AEwAYAOP//P/8/z8AOgATAEQALABEAPz/DgA1ACcAOgAnAEkALAA1AE4ACQDy/wAA9/8xACcAMQA/ABgANQATAGIATgAsAFgANQBEADoARAAsADEADgA1ADoA9/8TAAQAEwAEAAkAIgAOAN7/4//t/8H/3v+8/9T/3v/G//z/8v/U/97/z//P//f//P/8/8v/1P/Z/63/8v/j/97/6P/o//f/xv8JAAAA7f8JAAAA9//y/wkA7f8iAPz/8v8YABMAOgD3/yIAJwD3/ycAMQAnACcAJwATACIAAAAEACwAAAD8//L/6P/3//z/AAAAAAAA1P/o//L//P/8/+P/6P/U//L/6P/U/8b/y/+3/63/y/+3/8b/wf/3/+P/1P/L/7f/xv+a/8v/wf/t/+3/1P/U/7z/8v/Z/+P/z//e/wQA7f/y//L/y//B/9n/9/8AAAQA1P/P/+j/8v/t/+P//P/t//f/wf/e/8//vP/G/7z//P/G//f/3v/L/w4A7f/3/7z/2f/U/8//4//L/+P/4//8/wQA/P8AABMAAAD8/97/4//Z/9n/3v/Z/8b/3v8EAMb/6P/t//z/9//8/w4A6P/8/xgA9//y/wkA9//y/97/7f/3/xMAHQDy/wAA6P/Z/+P/sv/B/7f/wf/j/9T/4//P/+3/4//o/xMA3v/j/+j/6P/e/+P/7f/G/9T/wf/P/9T/xv/U//f/3v/o/w4A8v86AAkALAAxAB0ASQAOADEAGAAOACIACQDy/xMADgATAEkAIgAsADUAIgAxADEAJwAOAPL/9//y/x0AAAAdAEQAMQAxAEQAYgA6ADoARAA/ACIAJwA6ADUAJwAYACIACQAJACIAGAAYACIAIgAnACwATgAnAAkALAAiAB0AGAAYABMAGAAEABgARAAnADEAOgAiAEQASQAYACIAOgAOAO3/HQAJACIAEwDZ/x0ADgAEACwAEwD3//z/IgD3//f/7f/o/w4Az//3/+3/6P8AAMb/9/8AAB0ALAAAAAkAIgAJAOj/4//j/+3/4//y/wAA/P8AAPL/3v8TAAkABAAdAAkAEwAOAPz/6P8iABMAGAATAOP/AADy/8//sv/Z/+3/4//P/97/xv/P/+P/sv+8/57/nv+B/7f/sv+B/7z/kP+8/8v/rf+8/5D/o//G/63/rf/B/8//z//B/9T/2f/B/8b/1P/y//f/8v/L/8//3v/t/wAA3v/U//f/EwDy/xMA/P8JAAAA6P81AA4AJwAnABgALAAAACcAAAAYADEAEwAxABMAMQAdAAAAGAAiAPf/BAD8/wkALADt/wQAAAAJAB0AJwATACcALADy/zEALAAsACwAEwAiAB0AUwA6AAQACQATACcABAD8/wQADgAAACwALAA6AB0AAAAEAO3/8v/U/wQA8v8JABMABAATAAkAEwAEAA4ADgA/ADUAOgAdAB0ATgAdAAQA/P8YAEQARAAnACIAAAAJAB0A6P/t//f/7f/B/7z/y//U/9n/t//B/6j/vP/3/9n/y//j/8H/7f/y/8//CQDL/8b/8v/8//z/6P/L/5r/1P/B/8b/1P/U/+3/vP/8//z/y//e/7z/sv/G/63/4//B/6j/wf+j/9n/wf+o/8H/vP+3/8v/3v/P/+P/2f/e/wkA8v8EAOj/2f/8/8b/CQAEAN7/8v/t/wkABAAsAA4A9/8dABMAHQAEAAkAHQAAANn/AAAJAN7/7f/o//z/BAATACwAIgBJAFMATgBOAD8ATgA/AEkAdQBTAFgAawBOAGIATgBmAH8AawB1AKEAtQCXAIQAlwCTAKEAsAB6AGsATgBiAFMAXQBTAEkAZgBYAHAAUwBmAEQANQA/AE4AdQBYAFgAMQBJACcAPwA1APz/HQATACcADgAEAPz/EwAOABMAEwAYADUAJwBEADUAOgAnABgAJwAsABgAAAAAAN7//P/j/wAA8v/Z/+P/mv/P/8b/sv+o/6j/wf+y/+j/2f/G/8H/t/+8/7L/2f+e/4v/y//U/+P/3v/o/9T/8v/o/+P/BADe//f/EwD3/9T/1P/y/+P/7f/y/9n/9//Z/9n/3v+8/97/8v/j/9T/3v/Z/8H/2f/o/7f/vP/e/9n/DgDZ/9T/2f/G/8v/vP/y/8H/y/+3/7z/4//o//z/2f/G/8H/3v/t/8H/sv/B/63/xv+o/7f/o/+j/63/nv/P/8H/o/+o/7f/rf/U/+j/CQDo/+j/3v+j/+j/wf/j/97/t//j/9T/3v8EAAkA1P/o//z/IgAJAPz/CQD3/w4A/P/o/9T/DgAOAAAAEwDt/+P/3v/j/9T/GAAYACIAEwDP/8b/o/+y/6j/6P/P/8v/6P+a/97/lf+t/8v/d//Z/7L/1P+B/4H/z/+V/x0Arf/U/wAA2f8EANn/IgCe/6P/z//P/0QADgAnAAQABAAdAOj/BADy/xgA4//t/x0ABAAxABMADgAiABMAOgAYAPL/CQAYADEACQAsAE4APwA6AEQAHQA1AE4AJwAdAOj/DgD8/wQAGADZ/+j//P/t/w4AAADy//L/8v/y/wQACQAYAAkABAAiAOP/9/9EAD8AJwDy/8b/BAAdACwAEwAnADUA7f86ABgADgAsAB0ATgAnACIAEwAAAAQAGAATAAkAPwAiACcAPwA1ADEALAA6AEQAUwBOADoATgAnAD8ALAAAADUAIgA/ADoAPwA/ADoAOgATADEAIgBYADEAEwAAAOP/AADy/w4A6P/3//z/8v/8//z/BAD8//L/6P/o/8b/4//B//L/BADZ/wAAz//j/+3/8v/j/+3/HQDZ/9n/6P/y/xgADgAYAM//6P8AAAAAGADj/wkA4//y/yIADgD8/97/BAD8//z/AAAOACcAOgAnACcARAAOACIAAAAEAA4A6P/3/+3/HQAdAAkAAADt/+3/9//8//z/GADj/8b/6P/j//z/7f/B/+3/8v/t//z/4//8/+j/wf/o/97/1P/Z/8b/6P/P/9n/2f+y/8H/z//L/6j/6P/U/8v/6P8AABgA/P8OAAQADgD3/wQA9/8YAAkA1P8nACIAEwAOACIAAAAJACIA9/8JAO3/DgAOAPf//P8EAA4A7f/e/97/1P/G/8H/3v/B/8v/IgAEAAQA3v/U//L/1P/j/8H/z//j/7z/2f/o/8v/7f/o//f/4//U/+3/3v/e/9n/7f/y//f/CQAOAPz/9/8OAPL//P/8/xMA/P8EAAQAy//o/8//7f/U/8v/3v/Z/97/sv/Z/+3/GADy/97/AADt/wQABAAnAA4AEwD8//L/AADZ/wQA7f/e/w4ACQDj/8b/y//B/wQAIgAJABMA8v8TAO3/6P8YAPz/CQAAAB0AOgAJABMAMQAxABgAIgAYADEAMQAEABMABAAJABMA9//e/8H/z//L/97/AAD8/wQAEwAdAPL/8v8AAAQA8v8EACIAGAAnADEALAAiADoATgBEADUALAA1ACcANQAdACcAJwA1ADUADgBTADoAPwBEABgAPwAsABgAEwAsAD8AOgAiACwAIgAYABMACQAnAAAAGADo/8H//P/t/+3/CQD3//L/8v/U/+P/2f/8/9n/7f/e/7z/BADt/wQA7f/y/97/EwAsAAkASQAAAAkAHQAJACIALAAiADUAIgAiACwAMQAdAAAAHQAEADEALAAYACIAJwD8/wAAIgAdACwAEwAsAPz//P8xABgAJwA6AEQAWAAxADEAGAAJAAAAAAAdAAAAAADo/97/rf+j/6j/qP/U/97/nv+V/8b/xv/B/8b/xv/t/9T/y//o/7z/2f8JAAkABAAiAA4A8v/U/+3/AADj/8//wf/e/+3//P8AAAkA8v/j/+j/8v/t/+j/xv/t//f/y//o/8v/z//o/9n/z//e/wQA8v/o/wAACQAiAAQA9/8AAAkAAAAEABgAAAD8//f/6P/3//L/CQDo/+j//P8EAAAA4/8AAO3/7f/8//z/4//e//z/CQAdAPL/4/8EAMv/wf+8/9T/6P+3/8H/i//t/9n/z//t/+P/JwDo/wkABAAOAO3/AAAYANT/DgD8/w4ACQD8/xgAAAAAAPL/4//o/wQA8v/8/yIA/P/y//z/AAAAABMAEwAOAPf/9/86AO3/CQAYAAAA7f/U/+P/vP/3/+3/CQAAAPz/DgD3/ycACQAJANT/4//j/7L/1P/y//f/6P/y//f/AADy/+j/6P/o/97/CQAEABMAEwAOADEA/P8nAPf/2f8AABgACQD3/zEAJwAxAAQADgAxACIANQA1ABgAAAAnABMA8v8AAAAA7f8TAAQAHQAYABgAIgAdAD8ACQAEAPL/JwD8//z/JwDj/zUAEwAYAA4A/P8nAAAANQAJAAkAAADy/wQA4//e/8//CQDj/wQAAADj/ycA4//8/9n/2f+y/8//8v/o/wQA2f/8//L//P/e/+P/9//G/8v/7f/U/8//4//j/wAA1P/P/9n/z//U/+P/CQD8//f/BADy//f/DgAJAPf/BAAYAAQAAAAYAPz/4//j/wAABADy//f/4//t/+3/1P/t/wkA/P/3/w4AGAAJAAAA8v8AABMACQAAAAQA8v/j/+P/9/8AAPf//P/j/8//7f/t/+3/8v+8/9n/2f/e//f/vP/U/+j/EwDt/9T/6P/e//z/7f8YAA4A9/8JAO3/3v/o//z/6P/j/wkA6P/Z/8v/y//t//L/xv8AABMAz//y/8b/7f/y/xMACQC8/+P/4//o//L/HQAnAB0AEwATABgA/P/o//z/6P/e//L/4//j/9n/4//e/9n/3v/L/97/z//Z/9T/z//o/6j/sv/P/9n/3v/o//z/CQAJAOj//P/Z/9n/7f8EAOP/y/8JAPL/6P8EAPL/4//y/wkACQAAAOP/1P/Z/97/z//L/9n/2f/Z/+P/7f/e/97/9//o//L/HQAnAD8APwA6ABgAAAAOAA4AOgAxAB0ACQAYABMAHQBJADUALAAsADoARAA1AE4AMQAYACIABAAOABMAGAAEAPz/9/8OACwAGAAOAPf/LAAEAAAAMQATAAkA7f8OAPf/GAD8/9n/GAATADUA8v/3/x0ACQD3/xgAGAD8/xgAAAAdAPz/9//o//f/GAD3//L/BAAdAAkAHQAnADEAOgAsADUADgAnACIADgBOACcAJwAEAPf/GAAsAAkA9/8dAAQAHQAsACcAHQBEACIA/P8/AAAAIgAnABMAIgAdADoAPwA6AAQADgAnADUAMQAJAA4AIgDo/+3/DgD3//f/4//e/9T/4//y//L//P/y/97/9//t//L/BADo/8//7f8dAA4ADgDj/+j/9//8/ywAGAATABMAOgBJACwAPwAiAPz/8v8EAAkA6P/8//z/BAAiAAQAGAATADoAPwA6AD8AOgBwAD8AMQAAAO3/AADt/xMAAAAJAPf/DgAYAAQADgAdACcALAAEAPf/IgAAACwAHQAsAAkAAAATAOj/GADj//f/9/8EACcAHQAdABMADgAdAB0ACQAOAN7//P/y/x0A/P/3/xgA6P8dAAAACQAYACIAJwAOAPz//P/y/+3/4//t/wQABADo//L/1P/B/+j/3v/t/wAACQD8/yIADgD8/wQA9//t//f/GAAOAA4A/P8EAO3/6P/Z/9T/6P/L/8//wf/G/7L/vP/e/+j/4//t/wAA6P/o/9T/z//U/7f/z//P/8//xv+t/6P/rf+j/7L/vP+y//z/2f/P/8//z//U/8//2f/e/+P/xv/t/+3/7f/8/wQAAADt/wAA2f/o/9n/vP/L/97/BADo/+P/3v/t/9n/wf/e/8b/1P/j/+P//P/G/8H/t/+y/+3/1P+3/97/9//o//L/7f/t/wAAGAD8/wkADgDt/xgAAAAJAO3/8v8nABMAGAAEABMA/P/y//f/AAD8/wkAHQD3/xgA8v8dABgAGAAsAA4AHQAEAEQACQAiABMA9/8sAAQAEwAJAAQAAAATAAQAGAAiAA4ARAA1ADoAUwDy/xMASQAJAPf/9/8iAAQADgD8//z/DgAYABMA4//8//f/8v/y//z/8v/e//z/GAA1ABgALAA6AEkANQAJAFMAWABYAF0APwA6AB0AMQA/ABMADgD8/+j/AAAEAPL/EwAYAPf/3v/t//f/vP/t//f/AAAAAPf//P8OAAkA9/8AAM///P/3/xMAEwAJACcAAAAEAAAAJwAEAPz/BADy/+P/9//o/8b/6P/t//f/BADt/+P/DgDe/8//1P/o/9n/4//y/9n/BADy/wkA3v/Z/+3/8v8EAO3//P/y//L/4//Z/+3/BAAAANT/BAATANn/wf/Z/+3/6P/8/97/6P8AAOP/8v/P/7z/z/+a/8H/z/+8/9n/t/+8/8H/1P/P/63/1P/U/7z/xv+y/7L/o//U/9T/wf8AAMb/y//8/9T/8v8AAPz//P/t/x0A9/8EABgAAAAYABMALAAsADUALAAnAEQAPwAdAB0AGAAnAEQAEwAdADoANQAiAA4AIgAiABgABAAAAPz/9/8TAAAACQAJAPf/9//t/9n/3v/e//L/DgD8/97/6P/3/9n/1P/P/8//z//B/+P/1P/o/9n/y//o/8//xv/j//z/xv/e//z//P/3/ycAHQD8/ywACQAYAA4A/P8JAB0A/P/U/wkAAAAJAPf/3v/t//L/BAD3/wQAAADy/xgA9//y/ycAIgAnADEARAAiACIATgBEAFgAMQAnADEAUwBJAEkAJwD3/xgA8v8AAOj/2f/y/wAA/P8EAOP/7f8AANn/CQDt//L/8v/j/+P/9//8/+3/CQAAACwACQDZ/wQABADZ/wAA6P/Z/8b/vP/j/9n/4//L/+P/rf/B/97/4/8JAN7/7f/Z/97/EwAYABgAMQD3/+3/8v/U//f/EwD8/wQAHQDt//z/EwATAB0ABAAnADUA7f8YAB0ALAAOAAQALAAYAEQAGAAiADEALABJADoAGAAYAAAA8v/t/9T//P8EAPL/8v8AAPz/EwAYAOP/8v/j/w4AMQAEAAQAPwBOADoAYgA1AFgAWAA/AF0ANQBEAE4ARABOAE4AJwA1AE4ARAAiACcAMQAYADEALAAxABMAAAAAAOP/3v/G/9T/y//P/97/1P/3//f/AAAiACIAGAAsAA4AGAA6AAQADgAsABgA/P8EABgA7f/y/9n/4//U/6j/4//e/+j/3v8OABgA6P8EAO3/8v8OANn/4//8/+j/CQAAAAAABADP/8v//P8JAAAAGAAEAO3/AAD8//L/AAATAAQABADo/+j/BAD3/wkA/P/t//z/CQDe//f/DgAOADEAHQAEABMAIgDe/wQACQAEAB0AAAAJAB0AAADo//f/7f8AAO3/3v/G/8b/y//Z/9n/t//Z/8//z//L/8b/2f/8/9n/wf/j/+P/AAAYAAQA6P8OAPf/7f8nAAAAHQAOAAQACQDt/wkA4//o/wkA9/8EAAQA3v/t/+P/xv/G/+j/9//Z/+j/wf/U/+P/6P/t/8H/8v/e//f/2f/G/8//y//Z/7L/3v+y/8v/wf+3//f/1P/Z/7z/1P/L/8H/qP+8/97/rf+3/8H/z//B/9n/y//B/+3/z//U/9n/2f/3//z//P/8/9n/y//y//f/4//8/wkACQATAO3/BADo//L/7f/o/w4A8v8YAA4ADgDe/+P/7f8OAA4ABAAOAPL/DgDy/w4ABADj/9T/7f/U/+P/CQATAAAA9/8EAOP/9//o//z/EwAsAAkALABJADEAPwAYAB0AAAAdACIAJwAnACcAPwAJABMADgAAAPz/3v/j/+P/2f/P//z/6P/y//L/xv8TAPz/BAAEAPf/DgAOAB0ABAAsADUANQAnADEALAAsABMABAATAO3/BAAJAAQABAAOACIACQD8//f/DgAOAAkANQAiAD8ATgAdACIALAA1ACwAJwATAPL/DgA1AAkA/P8TAO3/8v/t/9n/3v/e//f/2f/t/9n/3v/U/8//4//L/+P/2f/t/8H/3v/j/+P/AADt/xMAAADe/+P/GAATABgAIgATAB0ACQATAPz/DgAxAAQAEwD3/x0ACQD8/ywA4/8JAB0AAAAAAOj/CQAOAOj/BAD3/wAAIgAYAA4A9/8nAN7/6P/8/97/BADZ/+3/4//t/9T/1P8AAN7/BAD3/wkA/P/8/w4A/P8TAAAAHQAYAAkAEwAYAA4AIgAiAAQABAAYABMABAAOAOj/z//j//z/4//G/7z/vP/P/97/6P8AAAkA9/8JAAAA4/8JAPf/1P/8/8//y/+8/6P/z//Z/8//y//t/9n/t//B/9n/4//U/97/4//U/97/9/8OAAkA3v/Z/+j//P/o/97/4//3/+j/4//y/9n/y//L/+P/y//Z/9n/rf/G/97/1P/P/9T/1P/e/8//2f/P//L/y/+8/+j/3v/j/8//7f/P/+P/6P/y/97/rf/G/8H/8v/t/9T/2f/3/+P/vP/o//L/8v8OAB0ACQAnAA4A6P8iAAQAGAAxAAAAEwA6ADEAAAAdADUAIgA6ABgADgAdACcACQD3/xgAGAAEAAQATgA1ACwAOgAdAFMAOgAiACwALAAYACIACQAYACIA6P8iAAkANQBOABMANQATACIANQAsADoAJwAiACcABAAJACcAEwAYAAAABAAYAAQADgDj/+3/7f/j/wAA3v/P/8v/1P8EAPz/1P8JAAAACQDy/wQAIgDo/ywAGAAOACwANQAxAAQAGAAsABgAIgBTAA4AAAAJAA4AJwAOAPL/7f/3//f/DgAOAEQAJwA1ACcAEwAsAB0ARAAxAEQAHQAdAB0AEwAnAAQAGAAOABgALAAEACIA4//3/wQA9/8AAM//CQDo//L/8v/Z//z/3v/L/97/HQDt/+j/AAD8/wkAEwAJAN7/DgAOAPf/CQAEAO3/CQD8//z/CQDe//f/1P/y//L/wf/B/9n/1P/j//f/7f/y/+P/7f/y/xMALAAsACIAMQAnACcAIgAOAAQAAAAEAAQAAAD8/w4ADgAOABMACQDy/+j/z//3/+3/sv/G//f/9//P/97/9//8/9n/z//j/8H/3v/3/+j/9//j/w4AHQDZ//z/BADy//L//P/3/wAA6P8EAB0ABAAsAPf/9//8/w4AGADo/8b/6P/8/+3/CQDU/wQABADy/wkAGAATAOj//P/y/wAAAADo//L/3v/t/wQA6P/y//f/3v/t/8H/sv/L/7z/3v/e/8b/3v/B/7f/1P/B/97/2f/t//L/GAA1ADoANQD3/w4ADgAJAA4ADgAOACwAAAD3/97/vP/P/7z/1P/B/9n/sv/L/+j/3v/o/8b/6P/B/97/3v/Z/+3/4//j/97/8v/t//L/AAD8/+3/8v/3//f/2f/8/wkA9//8/9n/BAAEAPf/DgDt/w4AAADt/wQA9//3/wQAGAAOADoAPwDy/w4AAADy//f/3v/t/+j/7f/j//L/9/8OACcAHQAiAAQABAD8/97/wf/U//L/1P/P/9T/xv8EAAkA9/8AAO3/AADy/wQAHQAOACwAEwAOAAQACQATANn/AAAJABgALAATAAAAGAATAAkAMQAOACwA/P8iADEAHQAiAAkAJwAAABMABAATABgALAAEAAAA9//y/yIA9/8YAOj/6P/8/w4AEwD3/x0AEwAAAO3/BAD3/wkACQAOAAkABAAYAPL/AADt/wAAHQAdACcADgAJABMA/P/3/yIAAADj//L/4//y//z/BADe/8//z//j/wQA3v8TAPz/AAD8//L/IgAYAEQAGAAEAAAAGAAOAPf/JwAAAO3/4//U/+P/1P/U/97/z//3/97/9/8EAOj/GADy/wkA/P/8/w4ALAAxADEAGAAOABgAAAAnAO3/HQAJAPf/7f/G//L/1P/e/9n/xv/U/97/z//e/+P/4//3/wkA8v/y/xMA8v/8/xMAAAAAAAkAEwD3//z/6P/U/wkA9//8/xMAGAAOAPz/EwAOAAkA8v/8//z/8v/3/8//4//t/w4ABAD8/xMAAAAEAPz/7f/Z/+P/CQAEAPz/HQATABgAEwAOACIACQA1ADoAEwDt/97/1P/Z/9n/4//o/wAALADy/+3/6P/U/97/wf/j/+3/z//U/8v/z//y/+P/8v/P/8v/1P/L/w4A/P/j//z/3v/y/wkA6P/o//L/7f8AAPL/CQAYAAAA9//o/9T/8v/P/9n/9//o/yIABAAJABMA4//o/wkABAAAACIAIgAdACIAIgAOAAQADgD8//L/9/8nACcAEwAnAAkAIgAOAPL/3v/G/+3/1P/U/+j/6P8TAPz/8v/t/+3/AADy//L/2f/3/wAA4//P//L/BADe/9n/2f/y/+j/4//G/9T/DgD8/wQABAAOABgAIgATACcAJwAiACIAEwAsACcAHQAnAA4A9/8EAPf/AAAAABMA/P/j//L/4/8JAPL/y//o/+P/8v8TAA4AHQAnACwANQAsAEQAWAAnAEkAYgA6AB0AMQAnAB0ASQBYAEkAMQAOAM//8v8JAAAA/P/o/8H/2f/t//z/BADU/wAAAAATABMAEwA6AAQAJwA1ABgAHQATAA4ABAAYACcA/P/3/wAADgAEAPz/6P/y/w4A2f/e/9n/2f/t/wQACQAiABgAAAAOAAAAIgAOAO3/BAAiAPL/DgAiABMAOgAOAA4A9/8JAAkA3v8AAAQABAD3//z//P/3//z/8v/Z/7z/4//j//L/BADo/wkAIgATAA4AEwDy/+P/CQDo/+j/7f/y/wkAAAAAAMv/8v/8/wQA/P8AAAQA4/8JAMv/6P/U/97/AAD8/w4A3v8JAPz/8v8JAPL/9//y/9n//P8OAA4AIgAAAAQAMQAdACwAEwDy/wAABAA1ADUAEwAnAA4A8v8TAPL/9/8YAA4AGAAEAPz/4//j//z/vP/j//f/7f/y/8//2f/U/7z/vP/L/8v/9//t/+P/6P/t/+j/9/8EAO3/2f/L/+3/6P/e//z/4//8//z/CQAJAM//DgATAAkACQD3/ycA8v/t//z/y/8JAPf/BAAEANn/GAAJAB0ADgAEABMA6P8JAPL/6P/8/+j/9//t/97/7f/Z/+P//P8YAPz/3v8OAN7/6P8YAO3/AADt/wAAJwAEABgAEwAEAPf/1P/j/wkAEwAEAA4ADgATAAkAGAAnAPz/8v/Z//z/HQD3//f/4//8/x0AIgATAAkAGAAOADUAMQAxAB0AJwA/ACwAGAAAAAQA2f/t/97/CQAYAPL/6P/L//f/3v/t/+j//P/t/wAAIgDt/yIAGAAdABgADgAOAAkAGAATABMABAAJAAkACQDG/97/8v+8/wAADgDy//L/9//y//f/6P8TAPz/z/8YAOj//P8EAN7/AAAJABMA9/8EABgA6P/t/wAA8v/o/9n/3v/Z/8//2f/t//z/9//o/w4ALAAdACwACQAYAB0ADgAYAAQACQAOACwALAAJAAQAAAAJAAkAGAD3/xMAPwAiACcACQAdAAkABAAJAO3/CQATACIAAAAEAAQAAAAdAO3/DgAJAN7/7f/e/wkAAADt//f/AAAOAOj/y//j/+P/8v/8/9n/8v/e//z/AAAAAAAAxv/y/+P/8v/B/8//AADy/wkAAAAAAPL/CQDo//L//P/o/wAAGAAYAPz/EwAdAAQAAAAYAB0A/P/e/wAA4//e//L/BAAEAPL//P/o/+3/2f8EAA4A/P8JAPL/3v/P/+3/4//y//f/4//8/w4ADgDt//f/6P/y/97/3v8EAOP/BAAOACIABADo/wAA/P/j/9n/3v/y/8//4/8JAOP/DgDZ/97/6P/y/wAA9/8YAPL/3v/P/w4A8v/t/x0ABAAdAA4AAAATABMALAAnADEADgDt/wAA6P/y/97/2f/U/+3/9//t//f/6P/U/7z/EwD3/8//AAAEABgADgAOADEAOgAnACIACQAAAAAA6P/8/+3/8v8EAMv/t/+y//f/9//G/+P/3v/y/9T/3v/P/8//4//o/wkA2f/e//L/y//j//f/4//t/9n/z//B/+3/1P/G/wkA4//o/wkAGAAAAPL/BADt/+P/8v/t/wQA9//Z//z/y/8AAAQAxv/L/9n/4//U//f/1P/U/9n/wf/e/8//1P/P/8v/9//3//z/9//3//L/9/8TAO3/CQAiAPf/9//3/+3/JwDy/9n/JwAAABgAIgD3/w4ADgATAPL/NQAxACcAPwAnAEQARABOAAAADgAnAPz/EwAYABMAHQAsAO3/GAAJACIAGADy/xgA6P8JACcATgAsAAQAHQAYACIAJwBEACIAUwA1AB0AUwATAGYASQAxAD8AGAA6ACIAMQAnABgAGAAiACIA7f/3//z/7f/y/+j//P/t//f/EwD3/xgA9//t//L/9/8YAAAACQAdADUAIgAsABMADgAYAPf/BAAYAPz/AADe/8v/2f+a/8H/1P/Z/+P/7f/8/wQANQAsADEAOgAnAAkAEwBEAEQAMQBJAE4AGAAsAA4A/P8nAB0AGAD8/97/CQAJAPz/8v/j/+j/xv8JANT/2f/j/8b/8v+8/xMA9//t/9n/4//y//L/9//L/xMA9/8EAPf/AAAJAAQA7f/t/8//vP/Z/7z/4//P/8//y//y/+j/7f/o/+j/8v+8/wQA1P/G/8H/y/8AAPf/8v/3/9n/1P/t/8b/2f/Z/97/6P/3/9T/y//t//L/7f/e//z/9//y//f/CQDt/97/1P/P/+P//P/8/8v/1P/P//L//P/o/+P/z//L/+j/6P8AAOP/3v/8//L/7f/8/+3/y//8/+3/9//P/97/1P/G/8H/rf/t/8v/y//P//L/8v/t/9n/3v/P/57/t/+y/9n/2f8TAPz/6P/y//L//P8AAB0A2f8EAOj/1P/y/97/6P/L/8H/1P/P//z/HQAEACwALAAiAAQAAADy/8v/z//B/8//xv/t/+j/xv/B/6P/xv+y/4H/wf+o/6j/xv/B/+3/3v/Z/7L/z//o/+j/EwD8/97/9//t/+j/EwDe/9n/BAAAAAQAHQATACIAHQAdADUAHQA6ADoAMQBEAA4A9/8iABMAOgAxAAAAMQAxACcAHQAnACwANQA6ADEAWAA/AF0AZgBiAGYAOgBiAGYAWABrAIQAdQBTAFgAXQBmAE4ARABYAFMAYgBrAFMAUwBiAEQANQA6ADUAOgAsABgAGAD8/wAAAAD8/xgA/P8TABgAHQAEAPf//P/t/xMA6P/8/wAA/P8EAAkAIgDt//f/3v/t//L/8v8AAO3/8v/Z//f/AAD8/w4ALAA/AB0ACQAdADoAJwAdADoAEwAiAB0A7f8JAAkAGAAJAAAABAAnAB0A/P8AAPf/AADj//L/9//o//L/7f/Z/+j/BAAJAAkA/P8sADUAHQD8/9T/z/+t/7z/vP/G/8v/xv/P/8v/z//t/+3/4/8JAAkABAAJAAQACQATABgA/P8EAPz/3v/y/97/2f/o/+P/AAAJAAAA6P/8//L/xv/L/6P/nv+B/3f/xv/P//L/HQBdAHAAjgCmADoAPwBYACwAEwAdANn/t/+o/3L/fP+B/5r/sv+e/8b/AAAEABgANQBdADUAXQBTAEQAZgAxADUA8v/Z/8b/vP/L/7L/y//P/8b/rf+8/97/qP/e/8//vP/o/9n/AAAOAAkABAATAPf/z//y/wAAvP/B/8//z//e/9T/vP/G//z/xv/Z/wQA9/8JAPf/BADy//z/IgDj/wAA6P/B//L/EwAsAB0ASQBmAGYAdQB1AHUAhABJAEQAUwA1AA4ADgAsANn/sv+B/5r/o/+t/6j/cv+y/8v//P8OABMABAAiAB0AEwAdAB0AHQAAACIA6P/L/7z/y/+8/63/vP+t/+P/4//L/7f/wf/j/+3/9/8TACcAEwAiAEkAGAAdAAQA1P/P/8v/t/+t/7z/nv+y/+3/AAAJAA4AJwAnAPf/AAD3/xMACQD3//f/1P/Z/8v/xv/j//f//P8iAAkACQAEAAkAMQAOAAkAIgAEAAkABADy/ycANQAxAA4ADgAsADEADgAYAAQAAAAdAPf/7f/y//L/9/81ACcANQATAAkALAATADoAEwATACcAMQAsACIAEwAdADEALAAdABgABAAJAAkA7f8EAOP/6P/j/w4AEwAiAEkAGAAJAPf/6P/j/wAAAAD3/wAANQA6ABMABAAxAD8ACQAJABMABAD3/+j/2f/8//f/6P/Z/+j/9/8AAAQA2f/P/9T/7f8JANn/7f/e/9n/2f/e//f/z/8JAOP/y//e/7z/1P/j/wAACQAOAPf/AAAAAAQAGAAAAAkAAAAsAA4ABAD8/+P/AADy/xgA8v/y/+P/3v/3/+j/AAD3/ywACQAYAD8AWABEABMALAAYACIA8v/t/+P/8v/o//f/OgBJAEkALABdAE4AHQBJAA4A8v/j/8//CQDo//z/2f/3/wkAAAATAOP/AADj/+P/DgAAAOP/9//j/+j/wf+a/8//4//y/+P//P8JAPf/8v/t/9T/3v/L/9n/xv/j/w4A3v8TANT/z/8TAPf/DgAnACwA/P8nACIAHQA/ABgAJwATADoAJwAEAB0ABAAiABMAHQAAAM///P/3/wAAHQDy//f/EwAEAD8A/P8TAEQA3v8iAA4A6P8EAAQACQDj/+j/9//3//z/8v/Z/wkA9//e//L/9//j/8//9//Z/+3/7f/B/7f/y/+t/5r/nv+B/5X/i/+a/3f/qP/G/8//2f/P//L/3v/e/9n/6P/L/9T/wf/j//L/y/8AAOP/6P/3/97/3v/U//z/BAD3/x0A6P/y/x0A/P8OAPz/7f8AAO3/1P/j/wAA7f/e/9T/3v/j/9n/1P/L/8v/z//j/9n/4//j//z/GAATACIAJwBJADoAJwBJAPL/CQAnABgANQDt/w4AGAAYADEANQATABgAOgA1ADoARABiAE4ASQAiACcAJwAnAA4ACQAnAB0ANQAiADUAIgA1AD8ATgBTACIARABTADoATgAiADUALAAOADEAGAAnACcAHQAdACIA9/8OABMA9/8sAEkAOgA1AEQAWABTAB0ALAAxAA4ADgAdAA4ANQAnABgAHQDo/w4A9/8OAB0A9/8YACcA/P/Z/+j/wf/B/5r/mv+y/5X/vP/L//z/HQAYAFMAUwA6AEQASQA6ABMA2f/L/7f/hv+V/4v/hv+e/7L/y//8/xMAPwBiAHAAXQA/AGIAJwAYAPz/2f/o/8//vP/P/97/2f/j/wAA8v8EABgADgAiACcAGAAYACcAMQAdAPf/CQAAAA4AAADj/w4ADgAAAPL/HQAdACcAHQAOAAQA4//8/97/wf/G/+j/8v8AAAkAGAAYABgAHQAAABMAxv+3/97/z//L/7z/t/+8/8H/nv+e/1r/8/5D/qH9uf3H/jUAqwDEAH4BiwIeA6kCmwEmAdcA6P8L/5H+0f7z/n3+NP50/jz/ZgDMAbcC1QKgAZX/jP70/Sb9MP00/ob/nABlAaABeQFNASEByADB/0v/Lv9B/zP/jP45/uH9NP6p/gv/wf8iAE4AUwB1AE4AJwBYAGIAUwA1APz/y/+j/7z/o/+o/8//qP+j/5D/o/+3/wAAOgA1ADUAMQBEADUAWABTAAQA8v+o/5r/2f/o/xMALABTACwAPwBwADoAHQAOABMA4/+3/97/8v/P/8//mv+8/wAAJwCEAHoAiQBdAFMASQA6ADUA/P/Z/8b/vP+j/9n/8v/o/+j/2f/t/zoAWABTADEA4//G/6j/wf/e/+P/GABOAFgALAAdAEkASQBTAFgALAAsAAkA8v/U/63/y//P/9T/7f8sAE4AJwBOAH8ATgA6ACwAIgA6ADoAJwAEAAkA7f8AAAkAEwATAAkAJwAOAEQAOgAYABgADgAEACwAOgAsADoABAAEAB0AEwA/AHUAZgB6AFgANQAdACwAOgDj/97//P/y/97/1P/o//L/9/8sABMAGADe/+P/7f+t/+3/4//Z/wAA/P/8/wAA9/8nAPf/9/8EAO3//P/L/9n/qP+o/7L/lf+j/5r/z//3/8b/2f/t/+P/4//j/97/6P8EAAQAz//L/wAAAADy/9n/6P8YAD8AGAD3/wAACQD8//z/3v+y/97/3v/L/7z/sv/j/+P/7f8JAOP/9//t//z/2f+y/+3/wf/P/wQAAADZ/8//2f8AAAAAAAAsAB0ABAD8/wAAEwAOAPz/6P/j/+j/3v/8/xgA3v/G/8v/sv/G//z//P8xAPL/y//3/xgAGADe/xgABAAnAAkAy//U/+P/AADo/8//2f/U/97/CQD8/x0A/P/3/ywA8v/j/w4AAADP/8//3v/j/wAA/P/P//z/z//U/wAA6P/e/7f/wf/U/7z/y//j//L/AAD8//z/7f/t/+3//P8OABMACQAYAB0A8v/y//L/AAAJAAQA8v/y//f//P/y/9T/4//U/7f/z//t/+3/8v/t/+j/4//3/zUAMQAOAOP/RABOAMv/qP+e/8b/7f/o/8H/7f8dAPL/z//y//L/t//3/+P/DgAiABgALADy/wQA6P/3/yIALAAEAPL/EwAEAAkADgDt/wkAJwD8/wAA/P8OAPL/7f/8//L/HQD8/wkALAAdAB0AGADo/w4AMQAYAB0ACQAJAOj/7f8EAPf/GAAEAA4ABADt/xMAEwAJAA4AEwDo//L/7f8JAPz//P8JAN7/6P/j/yIADgD3/wkARAAxAAkARAAdAEkAIgAYAB0ABAAnAPz//P8OADEANQA1ACIARABJACwAOgAiAFgALAAnAEQAEwAiADEAMQAiAB0AEwAEAAkABAAAAAQACQAOAAAA8v/y/wkACQAEACIADgAAAAQA4//o/wQA/P/3//z/DgDy/+3/9/+8/8//sv/U/yIAHQD8/+j/9/+y/9n/DgD8/wQA8v/e/wQABAAYAB0A7f8JAOj/BAAJAO3//P/Z/wQA9//j//f/HQA/AE4APwAsADEALAAdAAAABAAJAPf/8v8OABMAMQAxAD8ANQD3/w4AIgAJAAQABADt/+3/9/8JAB0AMQA6ADEAEwAEAPz//P8EAO3//P/t/8b/4//G/9n/3v/e//L/9/8TAAQAIgA6AEQAJwA1ADoALABTACcALABiAFgAMQAsAPL/8v/8/+3/IgD8/+P/7f/8/+P/DgAJAA4AIgAOABgA9/8iABMAGAATABMAMQAdACcACQD3/w4A/P8JAPf/7f/Z/8//7f/L/8v/y//y//L/2f/P/8H/xv/3/9T/6P8AAPz/DgDo/w4ACQAsABMA9//3//L/7f/o/w4A4//3//f/1P/t//f/7f8EAAQA6P/P/8//wf/j/wQA6P8EAAQA/P8sAO3/z//8//f/DgDt/+P/2f/L/9T/z//j/8b/3v/Z/8H/y//e/+j/9/8dAAkAGADt/97/7f/P/8v/vP/L/8v/2f/j/wAA/P/o/+j/3v/e/8//y//j/9n/y//t/9n/3v8EAO3/8v/j/8//2f/B/9T//P/e/8//8v/3/wQADgD3//f/AAATABMALAA1AAkAHQATABgACQD3/w4ADgAdAAQAJwATAAkAIgAEABgACQAdAPz/9/8EAPL/GAA6ABgA9/8nAAQAJwATAPz/GADt/+3/wf8TAA4AEwAYAN7/LAAxACIALAAnABMAEwAdABgA8v8EABMABAA1AAQA1P/t/xMALAAOAPL/DgAsAPf/7f/U/7z/wf+8/+j/xv/e/+3/1P/j/8//4//o/+P/3v/y/9T/4//3//L/6P/Z//f/7f/3/x0AHQAEADEACQAJAA4A1P/Z/9n/7f/y/ycACQAYAD8ALAA/ACcADgAiAAkAAAAnAA4A8v/e//f/4//L//f/6P/o//L/4/8EAOj/4//y/8v/z//e/9n/6P/8//f/6P/8/xMABAD8/xgABADt//z/4//y/9T/3v8TAPL/4//t/+j/BAD8/wAAOgA/ACIAGAAiABgAGAATAPf/BAAAAAQA3v/P/+P/rf/U/9n/3v/t/9T/sv/P//f/sv/t/wAACQAiAA4AAADL//z/2f/e/w4AAAATAAQA2f/j/w4A3v/t/wQABAD8/wAA/P/t//L/9//L/+j/AADG//f/EwAAAAAA3v/B/+P/3v/Z/+P/z//y/+j//P/t/wQAGADy/yIAHQDy/wAA4//P/w4A8v8JAAQACQAOAPL/JwAJAAAAEwA6ABMA8v8YAOj/BAAOAA4AAADP//L/7f/y//z/8v8OABMAEwAJAM//4//j/+j/4//o/xgADgAAAO3/6P/t/+P/2f/3/+3/z//8/wkA3v/e//z/8v/8/wQAGAAsABMAJwAOACcAOgAsADEA9/8dAAkA9/8AAO3/CQAOAN7/OgBdACcAJwATACwA/P8TADUABAAYADoAMQAAABgARAAOAB0AOgBOADEA9/8iABgABAAOADoABAC8//z/vP8AAOP/qP/y/+3/AAATAGYAWABrAHAAPwA1ABgAMQDy/wkAIgAiAD8AOgAxAA4AEwAAAPf/GAAEADoARAAxAEkAIgAxACcADgAYABgACQAEAO3/HQA1ABMAJwAsAPf/6P8TAPf/JwAnAB0ARABwAA0BegAV/9b+af/t//L/IgAAAOP/LAAOAAQAvP/G/9T/BADo/7L/IgBJAH8ANQAJAM//sv/B/3L/lf+L/9n/GADy//f/CQD3/7L/z//L/8H/y//t//z/HQBJACIA/P/P/+P/8v/Z/8//z//o//L/4/+3/9n//P/o/+P/BAD8/+j//P/j//L/AADo/9n/6P/y/+3/3v/Z/+j/4//j/8H/sv/B/5X/vP+L/0v/Rv+L//f/DgBdAOP/BAAsACIAXQAsACIA3v8AABMAHQA6AD8ALAAYACwAEwAOAAQAIgAsABgAHQAsACwAEwAOAAkAHQAOAAAA/P/o/8//3v8EANT/6P/Z/+P/8v/U/+3/4//j/8b/z//P/9T/1P+y/7f/1P/o/8b/3v/8/7z/z//L/7f/8v/o/wAA8v8OABMAAAAnAPL/BAAYAPf/AAAOAAAABAAJAA4AAAAAAA4AJwBJACIAEwAxACcADgAEAPL/8v/j//L/7f/8/wQA9/8EAO3/8v/o//L/BAAAAAQA9//j/9n/2f/P/8//xv/j/8v/y//y/+j/4//Z/xMAGAAdAA4A9//o/8v/6P8OAOP/8v8EANT/DgAJABgA7f/o//f/4//t/+P/GAD8/wQA2f/y/wAA4//8//z/9//e/w4A/P8YAAAACQAxACcALADt/xMADgAYAA4AEwAnABMAGAAOABgAIgAJAA4AOgAJACwAEwATAGYAUwAsAB0AGAAsADUAHQBiADEAMQBEADUALAD8/ycAPwA6ACwAGAAEAPf/3v/3/wQA8v8EAAQAAAATAPz//P/e/+3/AAD8/xMA6P/8/wAA4//y/wAA8v/Z/w4A4//e/w4A8v/8//L/3v/L/9T/z//Z/8//1P/o/w4AEwD3/xgA3v8EAAQABAAOANn/CQD8/+P/4//8//L/3v/Z//f/HQAAAAkA8v8AAAAAHQA1AAkABAAJABMADgAOABMAHQAOAA4ABAD3/97/y//o/9n/1P/3/97/1P/y//z/AADo/97/3v/Z/9n/1P/3/xMA/P/y/wQABAAAAOj/DgATAO3/4//j//L/3v/L/7L/3v/y/9T/2f/o/+P/8v/3/+j/6P/3/wQAEwAEANT/1P/Z/+P/xv/j/+j/t//P/+j//P/t//L//P/3//f/AAAAAPf/2f/o/+j/4//Z/8b/4//t/wAA6P8AAPL/7f/t/8v/z//U/9T/8v/U/8H/CQDZ//z/3v+t/+P/2f/j/8b/y//G/8H/3v/U/+P/EwDo/7z/8v/P/97/4/+o/8//vP+o/5X/sv+y/4b/sv+y/8//z//B/8H/4//t//L/EwD3/+P/6P8OAOj/6P/j/8//7f/G/9n/6P8AABMADgAYACIABADt/ycAHQAnAAkAAAAsAB0AHQAJAAkAEwAdADoAJwD3/xMAHQAiACcABAAOABMAEwD8/wAA9/8TACcAHQAsACwAIgAJADUAEwAJAPz//P8dAPL/BAD8/w4ADgAOABMACQAEAAkAEwAiADoABAD8/xMACQAdAA4AIgAiAAAALAAiABMAEwAOAPz/GAAiABMAMQAYAA4A7f/o/+j/6P8dAAkADgAJAA4AWAAsACwAGAAiAEQAHQAxAEkAUwAnADoATgA/ACwAIgAxAA4AIgAEAAAAJwD3/xgAHQAJADEA9//8/9T/y//e/9n/8v/G/+P/3v/Z/97//P/8/wAAEwATAAkA9/8TAPf/BADy/+P/3v/B//L/CQD8/97/z//e/9n/1P8JAB0A9//y/x0ACQAiABMAAAAJAOP//P/3/x0AJwAJABMAGAAEAA4ANQATABgA/P/8/+j/6P/3/+P/2f/U//z/2f/e/w4ABADt//L/8v/3//z/6P/8//L/9//y/wkAGADe/+P/3v/L/+j/AADj/9T/y/+3/+j/9//j/+j/8v8EAPf//P81ABgAGAA/AB0AIgAiAAkACQAEAA4ABAAJABMAEwBEACwALAATAAAATgAiADoAOgAYACwAIgBOACIAHQAdAD8ANQAnADoAHQAiAAAABAAEABMA7f/8/+3/6P8EAOP/AAD8/97/xv/j/9n/xv/P/8v/xv/e/7z/t//P/8H/6P/e/+P/3v/P/8//1P/L/+P/z/+3/9T/sv/L/6j/1P/e/8b/vP/Z/+j/wf/y/+j/6P/e/xMADgDj/xgADgAnABgACQATACcAEwD3/x0ABAAdAPz/HQAxABgAOgAOADEAMQAYACwALABdAGIACQAnAE4AOgA1ACwAGAAYAA4ACQAsAA4A/P8OAAAA7f/j/wQADgD8//f/9//3/wAAAADj/+P/t//P//L/9/8OAPL/9//y/w4ABAAdAAQAAAAJAPf/9//y/wAA2f/U/7z/z//t/9T/AADj/+3/8v/t//z/8v/e/+P/AADy/wQA6P/8/xMA6P/Z/ycAEwAEADoADgAOAPz/EwAOABMAJwAOAAQA2f/y/+j/1P/8//z/AADZ/+P/DgDy/+j/8v/o/9n/4//Z/9T/3v/Z/9T/8v/3/7L/y//j/+3/CQDy/9T/y//P/+j/9//e/+j/1P8AAPL/2f/y/97/9//t//f/4//j/ycADgD8/zEAAADj/wkA/P8EAAkADgDy//f//P86AE4AGAAOAAQAGAAEAAQA7f8AACIAMQA6ACwA9/8TADUAEwAYABMA7f/y//z/3v8OAAAABAAJAO3/6P/P/+j/8v/U/8H/2f/o/+P/7f/t/8//1P/Z/+P/4//j//f/8v8EAOj//P8iAAAAGAAdABMAIgAOAB0AOgATAA4AHQAnACIAEwAJAAkA9//e//z/AADt/+j/9/8JAOP/xv8AAAkAEwAOABMAEwATAA4A/P8iAOP/BAAEAAQADgDt/+P/2f/8/8H/7f/e//L/7f+8/9T/xv/U/9T/EwD3/9T/1P/e/7z/wf/P/7f/1P+8/7z/2f/P/8H/wf+8/+j/6P/8//z/6P/y//L/EwDy/ycAHQD3//z/BAAJAAAALAATABgAAADe/9n/2f/j//z/EwDj//f/7f/Z/wkACQDj//f/DgAJAAAA9//U/+P/3v8AADEA9/8OAAkACQAOAB0AIgAYAB0A1P/G/9n/8v/8/wQAEwAJAPL/3v/j//L/4//3//L/LAAsAAkAJwAEAA4AIgAdANT/7f8EANT/4//o/+P/9//o/+3/9//t/w4A/P/3//f/CQAdADUAOgAxAA4AOgBJACcAUwAJACcABADy/xgA8v8iAPf/CQAYAA4APwA/ABgADgAYACcAOgAYABMADgAsACwAEwAEAN7/6P/3/wkACQAEAAkA7f/Z/+j/7f/Z/8//z/+3/+j/6P/L//L/7f/j/97/3v8JABMAAAAOABMAHQDt//z/CQAJADEADgATABMABAAOAB0AHQAJACcADgAEADEAMQAnABgABAATABgAAAD3//f/AAAJAAAAGAAnAA4ALAAAAPz/EwDo/wAAIgD8//z/EwD8/wkA8v/8/wkA/P8JAPf/GAAAAPL/BAAYABgA8v8dAAkA8v8EABMA6P8EACIAGAAYAPf/DgAJAAAAHQAOAAAAIgAYACIAHQATAAkAEwAdAOP/HQAJAPf/LAAdAB0ABAAEAA4AAAAEAAQABAAYAA4AMQAJAAQAGAAiACwAHQAOAOj/3v/3/xMA/P8sACIADgAJAOj//P/t/+j/DgDt//f//P/U/97/1P/y/+P/3v/U/9n/z//t/ycA9//y/+3/6P/U/8v/1P/j/+P/BAAOAAkADgDy/wQA8v8TAPL/y//e/9n/6P/j/w4AAAD8//L/7f8TAAAADgDy/wkACQAEADUA4/8iAB0A4//3/9n/1P/e/wQA7f/o/+j/3v/j/9n/6P/U/+3/3v/j//f/7f8EAO3//P/t/+3/vP+8/9T/wf+3/7L/xv/B/8v/wf/t/97/3v/j/8//7f/L/+P/7f/e/+j/2f/e/+P/CQD8/+3/7f/o/wkAvP/o/wQACQATAO3/CQAAADEALAA1ACcAMQA1AAAAHQAdACwADgAAAO3/4//o/wkAEwDU/xMA9//y/wkA6P8OAPf/8v/o//f/CQAOAAQAAAD3//f/DgDZ/wQA/P/y/wkA4//j/+P/1P/j//f/z//y//L/9/8JAPf/EwD8//z/4//e/wkA4//y/+3/9/8OAPz/CQAYACcADgAsADUADgAsAB0AIgAYAAkAGAAAAAkAAAAOAA4AGAAJAAQAOgAJAB0AEwAsACwA8v8YACcA8v/y/zEANQAdACIADgAsAFMA8v8AAB0AHQAJAAAACQATABMA8v8YAAQADgAYAB0ADgAEABMA/P8JABMABAAEABgAAAAiACIADgAsACwAIgD8/zEAMQAYADEAJwAnAAAAHQAsACwAAAD3/wkA6P8TAAAA/P8JAAAAGADy//L//P8JAPL/z/8AAOj/AAD3/xMADgDy/zEAIgAsACIAIgAiABgAGAAdABMABAAAAOj//P8AAO3/3v/j//L/CQDt//L/CQDo/xMADgAAAAAAGAAnAA4A8v/y//L/9/8JAAAA/P/3/97//P8YAAQAHQDj//f/DgDy/+P/1P/8//L/8v/y//L/8v8JAMv/z//t/8//wf/P/97/t//j/+P/6P/P//f/AAC3/+P/7f8OAM//t//e/97/y//j/wkA8v/y/8//4//8//L/DgATADUADgDy/xgACQDt//L/DgD8/8//BAD8/+P/DgDU/9n/9//j/wQABADe//L/4//j/+j/3v8AAO3/1P/e/8v/2f/t/8H/4/+8/8H/vP/y/8//rf/P/5r/MQC3/8H//P/e/9n/3v/3/+P/IgDt/x0A9//y//f/9//y/8b/9//8//z/8v/8/+j/9//8/+P/4//o/+j/7f/3/+3/4//B/+3/y/+8/9n/2f/j/7f/7f/y/9n/4//e/+P/1P8AAAAA/P/e/9T/3v/P/97/y//e/8H/y//j//L/2f/e/w4ABAAYAPf/CQDy/w4AIgAEACIANQA6ABMAGAAJABMABADt/wQACQD3/wAA/P8AABgAy//3/xMA8v8iACIAIgAsAB0AAAAiACIADgAiAB0ACQDo/wkA6P/8//f/4//o/8v//P/U/wAAAAAEABgAHQAxABMAOgAdABMAHQAnACcAHQAiABMA/P8YAAAAIgAiABgAWAA6ADUACQAdADEANQAxABMAHQAYAA4AAAAEAAQABAATAAkACQAiAB0AGAA/ADEAMQATAOj/GADj/w4AAAAJADUA/P/8/wkAAAD3/w4A4//t/97/z//P//L/7f/P/xMA8v8YAPz//P8TAN7/CQDP//f/GAAAABMA9/8TAAQA9//o/9T/8v/e/+3/AAAOAAQAz//j/+3/z//t/+P/7f8JAPz//P/j//z/CQDG/+P/BADe/wkAAAD8/wQA6P/y//f/BAD8/wAA/P/e/wkAAADo//L/z/+8/+3/7f/j/wAA8v/j/9n/8v/j/+P/9//o/+P/1P/P//L/AAAYABgAMQBJAA4AAADe/wkADgAOACIAAADy/+3/AAAJAN7/xv/o//f/EwAAAPz/8v/P/9T/8v8AAM//wf/e/97/xv/y/8H/t//e/8H/z//j//f/3v/o/97/4//e/+3//P/y/zUAGAAOAA4AHQAxABgACQATAPL/1P8AAO3/8v/y/9T/7f8AAPz/8v/o//L/6P/P/97/7f/8/yIAEwATAAQADgA/ABMAIgAiABMANQAdACIAMQA/ADEAJwAYAA4ACQDy/wAA1P8OAAAA1P8AAMH/6P/o/97/7f/L/9T/7f/t/+P/y//U//f/2f/8/w4AAAD3/w4A/P/8/x0A4//o//z/GAAEAAAABADy/w4AMQAdAA4AEwDy//f/4//t/w4AGADe//f/9//8/yIACQAEAAAAEwDU/wAAEwAdACIADgAdAA4AMQA6ADUAJwAxAAkAHQAdAAQAJwATAPf/6P/t/+P/6P/8//f/8v/t/+3/4//Z/wAA6P/Z/wkAAADy//L//P8OABgAIgAEAA4ALAAnACIANQAxACIALAAdAPz/AADt/wAABADe//f/3v/y//f/BAAOAA4AGAAEAB0ABAAJABMADgAxABMABAAYAAkAAADe/+j/1P/3//L/BAAAAMv//P/j//f/9//8/x0AHQAdAA4AHQAdAPf/8v/3/+3/6P/y/wkAAAATAA4A6P/y/+3/6P8JABgADgAAABMAGAAAAAkADgAEAO3/6P/o/9T/xv/G/+P/6P/P//L/AAAJAA4A9/8OAB0ADgAdAAkACQD8/+P/8v8JAPz/4/8TAOP/7f/y/8b/wf/L/97/t//e/9T/wf/e/xgAHQD3//f/9/8AAAAAGAAOAAQA8v/3/wAAIgD8/97/BADy//z/9//j/97/7f/o/9n/9//j/9T/7f/j/+j/9//8/xMA/P/o//L/xv/P/+j/4//e/7z/6P/G/8v/xv+t/+P/z//G/7L/xv+8/6P/rf/B/8v/1P/o/9n/z//B/8//7f8OAPf/7f8nAPf/4//o//f/4/8AACcABAAEAPz/JwAJADEANQAYADoAEwAdACIAHQAsACcAGAAnABMAIgAsAAQA8v8dAB0ACQAdACcAEwAJABgAAAAdAAkAMQBTABgAHQAxAA4AEwAsAA4AMQAdACIALAAiAD8AIgDo/+3/8v/e/wQAEwDy/+3//P/o/ycABADt/xMAHQAEAA4AMQAEAB0A/P8YAPf/4/8OAO3/7f/o/xgA6P/y/9n/xv/o/+P/8v/U/97/2f/Z/8//3v/o/9T/vP+8/+P/4//3/+3/AADo/+P//P/8/wkACQAOAA4ADgD8//z//P/Z//f/7f/8/xMA8v/e/+3/8v/U/+3/2f/Z//f//P/e/wQAHQATACwABAATAB0A9/8iACwAJwAnAAQAHQAdABMAAAAOAO3/4//o//L/HQDj/+P/2f/U/7f/wf/P/8b/4//U//L/6P/o//L/AAD8/+3/8v8xABgADgBJABMADgAEAPz/JwAnACwANQAsABMAGAA6AD8AYgBTAEkANQAxAEQAOgBYADUAOgAdAAQAJwAAAPf/IgAOAAQAJwAEACcAGAATABMA9/81AAQACQAAAOj/9//y//L/7f/y/+j/9//t/97/3v/t//L/6P/3//f//P8TAPz/z//o//f//P8OAPf/8v/o/9n/BAAYAPf/9//o/+P/LADo//L/GAAEAB0ALAAxAAkABADy/wQA/P8AAAAACQAdAB0AHQDt/wkAAADj/wkAMQAJAAkACQAJAB0AEwAnAA4ABAAOABMA7f8AAO3/1P/Z/97/4//G/9n/vP/U/9n/CQATAN7/AAD3//f/CQAnAAQA9//e/+3/DgDy/+P/3v8iAAkACQDZ//z/EwDj/xMA3v/t//z/7f/y//z/CQAdAAAA4//t/wAAGAAiAAkAEwAnAA4ABAD8/xgAEwAAAAQAMQAEAAQADgAEAB0AEwAnAPf/EwD8/+3/HQAJAAAAPwBEAAkAJwAdAAAA7f8iAAAAz//y/wAAHQDy/+j/7f/e/9T/BADo/+3/JwD8/wQACQD3//L/AAAAAPL/8v/3/+P/8v8AANT/4//3/+3/8v8iAPz/DgAYAAkADgD8/wQAxv/j/+3/3v/o/8//sv+t/9n/3v+o/7z/6P/L/8v/z//U/8v/z//j/8v/y//Z/8b/wf/Z/97/3v/Z/+P/AADt/yIADgDP/+3/2f/Z/8//3v/P/7f/wf/Z/97/8v/8/8H/6P/U/9T//P/t/wQAAAAAAAAA/P8TAAAAAAAJAPL/GAAdAAQAEwD8/wQA/P8EABgAHQAYAB0AAAAYACIA7f8TAN7/IgA1AB0APwAsACcA7f8sACcAMQAEAAQACQDP/xgADgAiAAkALABEABgAHQAJAB0AIgAnADUANQAiABgAMQA6ADEAHQAiACcAMQAsAEQAOgATAB0AAADy//z/DgAEAA4AIgAnAPz/BAATAOj/9/8AAOj/1P/y/+j/4//L/97/8v/P/97/3v/8/+3/3v/U/+P/2f/U/w4A4//Z/+P/6P/G/+j/AADP//f/7f/o/9n/xv/P/8b/1P/j/9n/8v/y/8//3v/U/7z/2f/U/+j/BADo/xMA4//e/w4A2f/Z//L/9//3/wAAIgAsAPz/EwATABMABAATAO3/y//8//f/EwDy//z/6P8iAPz/6P/3/9T/9//B/+P/4//t/8//7f/U/9n/CQD3/w4A3v8AAOP/4//y/+P/2f/Z//f/4//e/8v/1P/L/9T/1P/L/+P/xv/e/wAA6P8EAAAABADy/8//6P/P/w4ACQAAAA4ABAD8/x0AMQAOAAQA2f8AACIAGAAJACcANQA6AGIARAA6AF0AJwAOAAkA8v/8//f//P/y/+j/9//j/wAADgAJADUADgD8//L/EwAJANn/6P/P/7f/qP/L/8b/xv/L/8H/4//j/9n/8v8YADUAOgAiACIAIgAdAPf/8v8EAOj/AAAEAPL/4/8JAAkAAAAYAAQADgAAAN7/4//G/+P/1P/j/+3/1P/t/8//CQAdABgAEwDt/wQA/P8TABgAJwBJAE4AUwBEADEAOgBdAEQAMQBEACwAJwA6AB0AEwAYAA4ADgAEAAkA/P/U/xMADgAOAA4AEwAJAAQAJwD8/xgA8v/t//L/6P/3/+P/7f/j/8b/1P/G/63/1P/G/+3/4//P/w4A9/8AABgA2f/o/wQAAAAiACwAJwAsACwAHQBJAA4AAAA1ABgABAAEAAQA7f8AAOP/CQAdAPL/LAAdAB0AAAAOAD8ACQAEAAAACQD3/+3/6P/t/97/1P/t//z/DgAAAAAA8v/y/yIACQDo/+j/z//3/wkADgAEAPL/CQD8//z/3v/L/8b/y//U/9T/1P/G/9n/7f/L/8v/3v8OACIAEwAnAPf/DgATABMABADt/x0A3v/y/+3/6P8dAAQAIgD3//z/CQAJACwA/P8AAA4AAAAOAOj/z/8EAOP/9//3/+j/DgAJAAAA1P/3/97/3v/8/+j/9//8//L/CQAOAOP/9//e/+j/EwAnAAQADgAiABgAAADB/9n/1P/3/+P/wf/j/8//2f/j/+j/4/8AAOj/xv/o/8v/7f/j/8//6P/t/yIA4//L//z/9/8AAPf/8v/8//z/BAAEAAAAAADo/wQAAADU/9n/2f/Z/9T/2f+3/9T/GADo/+j/4/8TAA4A9/8/AAQAHQAdABgAIgAJACcAGAAsAAQAEwA6ADUAJwAxAFMAUwA1ACcAPwAYADoAJwAEABMA8v/8/wQA/P/o/9n/4//P/8b/8v/Z/9n/3v/o/97/xv/U//L//P8AAAAA9/8YAPf/9/8EAAAABAAEAAAABAAxACcAHQDy/wAAAADo//z/CQDo/97/BAD3/+3/y//U/+j/BAAYABMAEwAAAPz//P/Z/+j/9//y/+j//P8nAO3/7f/e/7z/6P/U/+j/9//U/9n//P/o/7f/8v/j/8v/6P/o/w4AAADL/+j/BAD3/x0AEwAYACIAEwBEAFMARAAsACcAGAATAA4A3v8AAOj/4//y/+3/CQC8/8//3v/y/+3//P8dAN7/GAAnACwASQA1ACwANQAdAA4AJwA/ADoAWABYACcATgA/AFgARAAxADUAHQAnADUAIgAEABgA7f/y/wkAEwAEAAkA8v/P//L/8v8dAA4ADgD8/8v/8v/P/+P//P/j/wAA2f/U//f/4/8AAO3/6P/y/8b//P/L/8b/AADL/7f/vP/G/97/7f8AAOj/6P8JAPf/wf/G/8v/vP/t/wAA8v/U/+j/AADP/97/4//e//L/7f/j/8v/AADt/97/xv/U/+j/wf/t/7z/z//U/7f/z//G/6P/nv+j/5D/vP+y/8b/t//L/+3/xv/y//z/AADj/wQALAAdACIAGAAiABMABAAsAA4ABAD8/9n/6P+3/8v/8v/L/7z/z//L/8H/7f/j/9n/6P/e//L/BAAxABgAAAAEAAAA/P/8/w4A6P/y/+j/9//3/+3//P/y/8//z//o/+P/9//8/+3/AAAJAPL/BAAOAB0AIgATABgAEwAOAPz/EwAJAA4AGAAYAA4A3v/B/9n/1P/L//f/2f/e/wAABADj/wkA9//e/xMA/P8JAAAABAAJAOj/9/8dAPz/DgAOAPL/BADP/+j/7f/o//f/1P/j/+P/AAAJAAAACQAdAFgAMQAJABgAGAAiAB0AMQATAA4ABAAOAD8AOgAYABMAGAATAE4AIgDy/wkAIgAYAA4AOgAdABgAOgAxAEkANQA/AD8AJwBdACIAJwA6AFMAPwA6ADoATgBdADUAOgAnAE4AMQA/ADEASQBTABgASQA1ABgAJwBEACIAIgAsACwAOgAsACcAHQAJAPf//P8EAAAABAD8/ycAHQAJABMAIgAiAPz/HQAYAB0ALAAAANn/9//Z/7z/1P/o/w4A/P8JAO3/9//3//L//P/e/wkA8v/o/+P/4//y/w4AIgDo//z/HQD3//f/6P/8/wkA9//8//L/7f/o//L/6P8AAPL/9/8xACcALAATADEANQA1ADoAIgA/ABMADgAAAO3/BAAEAAQA8v/3/+j/8v/y/9T/8v/U/7f/z//P//L//P/t//L/4//e/97/8v/3//z/8v/j//z/HQAdAAAADgDy/wkAAAAEABMAIgAnACwAOgD8/xMAAAD3/+j/7f/8/+3/7f/j/wkA1P+8/97/3v/Z/8H/y/+y/7L/z//e//L/AADe/8//4//U//L/AAD3/wAAGAD8/x0ANQAYAEQADgATAAkA7f/3/+3/2f/P/+3/3v/8/+P/7f/8/w4A/P/e/wkA7f/8/w4A9//e/xMAEwAiAA4ALABEAA4AMQAiACcAIgAOABgAGAAOAPL/z//t/+j/7f8TAOj/z//L/8//z//y/+j/xv/P/8b/6P/e/+P/1P/Z/wQAy//8/9n/3v/y/8b/4//j/9T/2f8EAMv/6P/t/8v/CQDj/+3/BADt/+j/CQAEAPL/7f/Z/+P/z//P/+P/CQAAAAQADgATABgAAAAAAOP/3v/j//f/4//j/wAACQDj//f/AAAYACIA9/8sABMACQDo/9T/9//y/+3/6P/G/97//P8JAPz/CQAnANn/IgAYAAkAHQD3/w4A7f/3/+3/AAAEANn/8v/t/wAA9//8/+3/3v8AAAkAHQD3/wkABAAAAAkADgDe/9n/6P/B//L//P/y/8v/xv/L/+j/y//L/97/1P/8/+P/6P/t//z/BAAJAA4ANQAiACIAWAAsACwAGAAdAB0ACQAOAPz/BAAAAPf/3v/e/8v/wf/P/9T/4//P/+j/9//j/wkAAADj/w4AAAAiABgADgAiAAQABADy/w4AEwDy/xMADgAOAB0ACQAdAB0AHQATABgACQDt//f/4//y/wQABAAEAAQA6P/j//L/CQAJABMABAAdADUAEwAYAAAAEwDo/+j/2f/G/+3/2f/U/8v/6P/G/97/2f/L/8//6P/j/7f/4//P/w4AHQAiACwAAAA6ACwAOgAxAAkAHQAEABMADgD8//z/BAATAO3/BAAOAAQABAD8/9n/xv/j/9T/7f8JAAkA9/8JABMA9/8AAAAA7f8JAAkA7f8JAPf/2f/e/9T/z//j/wQABAATAOP/3v/e/7z/6P/o/+3/1P/o/+P/z//8/9T/y//e/6P/xv/U/7f/xv/o/97/sv/U/9T/1P/8/+3/3v/t/wkA3v/y/wkA8v8AAPf/CQAYABMAGAD3//L/AAAJAOj//P8iACIAJwAnAA4A/P/y//z/DgDU/+3/6P/j//z/BAAiAPf/IgD3/xMAGADZ/wkABAAEAAkA7f/L//z/BADP/+j//P8AAOP/3v/t/63/xv/G/8//1P+j/97/wf/P/8H/z/8AANn/AAAJAPz/CQATAAQADgAsADEAGAAiAAAAGAAnAA4AHQAAAB0Az//P/wAA/P8iAO3/9/8AAPL/7f8JAA4A/P8iAAAADgAxAB0AGAATAB0ACQAdACIAEwAYAAAADgAYACwAIgAiAAkA9/8AABMA6P81AAAACQDt/1//sABp/z8AUwCe/zEAnv91AEv/YgDP/9T/OgB8/5MAd/8xAPz/9/9dAMH/nAAEAEQATgD8/1gA6P9mAAQAIgA/AM//SQAJAD8AJwAYAFMACQA6ADUAHQATAPz/DgDy/wkADgDy//L/7f/3//f/6P8EAPf/4//8/wQACQAOADEAGAAdADEALABJADoAOgA6AB0AGAAJACwAEwAOAAkA9/8EAA4AAAD8//f/AAAEAO3/6P/8/97/y//U/9T/4//t/wAA2f/3/x0ABAAEABMAGAD8/xgAEwAYACcALAAxABMANQAdABgAOgAdAPz/HQAYAPz/CQDL/+P/6P/o/9T/1P/8/wAABAD3/w4A7f/o/+P/9/8OAAAAEwAJAAkACQAnAB0ADgD3/xMALAAOACIAAAAYACwAIgAJAAAAIgD3/w4AGAAAACIAOgAiAPL/BAAnACwAHQAEAB0AAAAAACwADgAAAPf/BAD8/wAABADj/wQA6P8EABMA4/8TAPL/AAAxACwAIgATAPz/9/8JAAAAEwAdAA4AIgAxACIAHQAdACwAGAAnADUAGAAnACcABAATABgABAAAANn/1P/Z//z/BADo/+3/xv/U/97/sv/B/9n/y//t/wQA3v/t/+P/1P/o/+3//P8TABgA/P/8/+3/3v8AAOj/1P/o/+P/2f/Z/97/9//e/+j/6P/Z/wkA1P/e/+j/4//3//L/BAAAABMA6P/e/+P/7f/3/+3/9//P/wAAAADj/97/z/8dAAAA9/8AANT//P8AAAQA4//P/+P//P8EANT/AAAAAOj/9/8JAO3/7f8dAPz/9//8//f/AAAJAO3/3v/j/wQA/P/e/wkA7f/e/9n/4//t/+3/4//U/9T/wf/y//f/8v8OAPf/3v/8//f/DgAYAAkA9/8AAAQA7f/t//z/CQDe//z/BAATAPf/4/8AAA4A/P/U//L/3v8AAPz/CQDj/8v/z//L/wQA8v8AAPf/DgAxAAkACQAOANT/1P/3//f/9//3//z/9//8/w4AGADt/8H/z//o//z/AAD3/+3/6P/y/9T/1P/U/9n/t/+y//L/o/+3/97/3v/U/7z/2f+o/8v/y//B/63/t//U/7L/wf+3/8v/6P/o/8v/6P8JAPL/8v8AAAQA6P8JAA4A8v8dABgADgAJAAAAHQDy/97/2f/e/9T/t//o/+3/3v/P/+j/2f/j/+j/2f8AAM//AAD3/+P/z//U//f/7f/Z/7f/9//8/+3/9//o/97/z//P/+j/7f/y/x0ACQAdADEAHQD8/wAAMQAsAB0ABAAOACcADgAAAPz/7f/y/wAA7f8EAAkA/P8iACIAIgBJAF0AIgA6AE4ARAA/AD8ANQAsAAkA3v8AAPf/AADt/xgACQAJAAQA8v8EAAkAIgAAACwAEwAEADUAMQAiAAQAGAD3/w4ALAAEABgAEwAiAPz/DgAdAAAADgDe/wQA4//8/xMA2f/3/wAAGAAJAO3/AADo/+j/HQAiAAQA8v8YAPL//P8OAAkADgDP/wAABADj/wQAEwD3/w4A/P8AABgADgATAPL/JwAOAA4AIgAiAPf/3v8YAA4AHQD8/+3/EwAiABMAGAAxACcAEwAYACwALAAdAN7/xv/3/+j/7f/j/8//8v/t/wkA8v/3/xMAHQAxAAAAMQAiAAAABAAdABgA6P8TAOj/3v/8//z/7f8EAD8AJwAYAAkAPwAOAN7/DgDt/9T/7f/t//f/AADU//L/BAD3/8v/AADj/97/DgD3/wkAAAATAB0ANQAsABMADgATAPf/8v/L/8H/9//G/8v/vP/G/8v/1P/t/wAA3v/j/wQA8v8AABMAEwAYAA4AEwA6ADEAMQAiABgAAAD8//L/1P/3/+P/4//o/+3/AADy//L//P/o/97/7f/y/+3/4//8/+3/9//e/7f/7f/o/7f/4//o/9T/7f/o/+3/8v8AAOj/CQAAAAkABADZ/zEAGAAAAA4ALAATAAAAGAATAA4AEwAYABMAGAAsADUAOgA6ABMAGAAdAAAA6P8dAB0AGAAnAAkAHQAnACIAGAAEANT/3v/j/8H/1P8JAOP/3v8AAN7/BAD3//z/DgDU/+3/4//y/+j/xv/t/8v/z//t//f/9//U/8b/z//j//L/9//8/yIA8v8JACcA8v8OABMA9//3//f/6P8OAAkA/P8OAAkAIgAJAPz/8v8EAAAACQD8/wQAJwD3/wkA4/8JAA4ABAD8/+j/BADo/wQA/P/8//f/7f8AABgANQA1AD8AHQAiAEQACQAJAAkA7f8nACcAHQAOAO3/IgA1ABgAMQAsAD8APwA/ADEAEwAOAAAAIgAdACIABAATAAkADgAnAPz/DgAOAPf/8v/Z/8//BADj/+j/9//B/8H/rf/B/9T/4//e//L//P/Z//f/AAD8/9T/4//j/8b/6P/Z/8b/wf/Z/+3/xv/B/8b/6P/U/7f/7f/Z/wQA8v/Z/9n/z//U/8H/BADo/x0ACQAEAAkAz//o/9T/4//L/+3//P8dACIACQAnAB0AJwATAAkAGAAnADEAHQDt/xMA7f/e/wkA3v/j/wkA3v+8//L/8v/o/8//y/8AAPz/8v/8/w4AHQAOAPz/AAD8/wAAIgAYABgAAAAYACwAGADy/+3//P/G/wAA4//o/+3/1P8AAN7/7f/Z//L/9//3/wkA8v/8/9T/4//3/9n/2f/o//L/BAAEAPL/7f8AAAkA9//y//L/BADt//f/CQD8//z/JwA/ACIAMQAEAAQAGAAnAAAAAAAiABgAEwD8/xgA6P8JACcA/P8JAOj/4//Z/97/AAAdABMAAAATAAQA8v/t/+j/4//Z/wQAHQAAAPf/4/8EAAQAEwAnAAkAGAD8/wQAJwAdABgACQDB/04AWAATAEkA/P9wAAQAAAAnAOP/JwDy/04AEwAAAA4A8v86AAQAPwATAA4ASQDo/1gALAAJACcADgATAM//LAAOANT/9//o//f//P/t/wAAxv/t//L/1P/j/8b/z/+y/+j/sv/B/9T/z//U/+P/4//Z/9n/qP/P/8b/y//L/7L/t//o//L/9//L/97/3v/e/xgAGAAAAPz/z/9f/1MADgDy//f/8v/t/3L/NQCt/wAA3v/t/w4Asv8nAMb/2f8AAPz/IgAAABgAGADe/xgAAAAOAPL/9//8/8b/GADt/7f/z//e/9n/7f/Z/8v/z//P/7z/wf/j/7z/vP/P/+3/wf/U/+P/wf/P/8//z//8/wkA4/8YAAAABAD8//L/DgAJAPf/8v8nAB0A8v8OACwAEwAJAO3/IgAdAAAAGAAAACIADgAdADUATgA1AB0ANQAnADEAJwAnACcAHQAAAA4AIgAdACwA/P8AAAkA9//t/xMA2f/8/w4A8v8YANn/EwAnAB0A9/8iAAQA/P8TALf/9//y/wQADgAEAPf/CQAnAO3/DgAYAPf/7f/e/8//7f/o/97/1P+y/wAA/P/y/xMABAAOAAkAGAAxADEAGAAYABgAJwAnACwANQDt/xMAHQAYADoADgDt/wAAEwAnAB0A9//8/xgACQD3/xMA7f8iAB0AEwD8//z/CQD8/ywALAAxABMAHQAOABMAJwAnABMADgAnABgABADZ//L/3v/t/xgAGAD3/97/GAAiABMAEwATAAkABADo/+j/EwAEAAAAGAA1ACcAGAAsAPz/EwD3/+3/BADe//f/6P8dABgA9/8EAAAACQD8//L//P/8//L/HQAiAAQAJwAiACIALAAJAAQA/P8OAA4AEwAsAAAA9//3/wkAAAAJAAkAEwAiAO3/4/8EAPz/1P8OAPz/9/8sAPf/7f/3/+P/3v/Z/9n/2f/e/8//y//y/wQAz//o/+j/xv/P/7L/xv/U/+j/2f/o//f/6P/y//f/4/+3//L/7f/e/wkA2f/U/w4AAAAAADEABADj//f/8v/3//z/4//L/wkADgDo/wkADgATAB0AMQAdAA4ANQAnAEkANQATACcAMQAxABMAHQAdABMA/P8dABMAAADt//L/9//Z/97/y//o//f/7f/j/+P/1P/U/9n/7f/o/8b/3v/e/+P/xv+8/9n/vP+t/8v/wf/U/9T/2f/y/+P/z//P/9T/2f/G/8v//P/3/wkA/P/Z/+P/CQD3/wQAJwAJACwAGAATABgADgD8/yIAJwDt/+3/2f8EAPz//P/U/9n/8v/B//z/3v8EAO3/rf/j//L/7f/j/wQA7f/t//L/4//t/w4A9//o/+P/xv/j/7L/t//P/8v/1P/L/+j/z//G/97/8v/3/wkADgD3/w4ADgA1ABgADgAYAAkASQAdAAkAEwAOAA4AEwAdACIAGAD3/xMACQD8/+j/4//8//L/4//o//z/9//3/wAA3v8EACcACQDo/w4AGAAYACwAHQA1ACcAJwAiABMAHQAiABgAAADy/wQAHQAEACwAMQA1ACcAGAATAA4AGAAEADEALAAdAO3/EwAOAAkAGAAAADEAEwAOAPf//P/8/w4ADgDL/8b/y//8//L/xv+3/97/8v/L/+j/1P/e/x0A8v/o/wAABAD8/9n/6P/U/w4AHQDZ/+j/2f/Z/wQAJwAOAB0AGAAsACIAIgBEABMASQAxAB0ARAAJAAAAHQAJACIAMQD8/xMAGAATABgABAAYAAAADgD8//z/BADL//f/9//U/9n/1P/P/+j/8v/8//L/AAAsAA4ABADU/9T/4//P/9n/AAAOANn/3v/e//f/BADU//L/AAAAAAQABAD8/+P/DgAAAN7/CQAAAAAAAAAYAB0ABAAYADEAGAAYABgA9//8//z/DgAdAPz//P8sAPf/DgAsAAAAGAAJAPz/8v/e/8//7f/3/+j/9//8//L/8v8AAOP/BAAJAAAA7f/o//z/7f8JAPz/3v/j/+3/6P/y/8v/3v/Z/+j/AADo/wAA4//y/97/7f8dAA4ACQAdACwADgAOAAQA2f8AAPf/rf/t/9n/1P/B/8b/8v/L/+3/y//B/+P/3v/P/8b//P/3/wQACQDt/wAAAAAOAAAA7f/o/wQABADy/wAA4//o//z/9//o//f/AADo//z/AADZ/+P/GAD8//L/AAD3/+j/CQAdAA4AGADy/wQAAAAJAB0ADgD8/97/CQAJAA4A4//e//f/3v/3/wQA9//8/w4A8v/t/+j/BAAOABgAJwAEAAAACQAYACIAIgBEACIA8v8OAPL/7f/Z//z/7f/U/wQA/P8AAOj/DgAEAAQAEwDy/zEALAAEAPf/BAD8/+3/8v8TAPz/9/8OADUADgAAADUAEwAOAAQAIgAEAPz/GAAAAO3/BAAEAAAAGAD3/wAAHQAOAA4ANQA/ABMAGAAiACIA9/8JAPf/3v8TAPL/MQBEADEAHQDy/wAA2f/o//f/GABJAB0ANQATAB0ARAA/AEQAJwA6AAkAIgAEABMA8v86AE4AugDhAJv+XQATANT/YgD3/y8BzP4/APf/i//G/5X//gCe/6sALACQ/5D/bf9mAK3/GABdAPz/XQDy/wkA4/8iAI4A8v9JAF0AAAAAAMv/3v8AAPz/OgDo/w4ALADj/9n/2f8OAPf/HQATAAAADgDt/8//6P/y//L/CQAEABMA7f/Z/+P/2f/L/7z/3v/Z/8b/6P/P/8//9/8OACcA/P8OACIAGAATACIAJwAEACIA9/8TAEQAIgAiAB0AJwAdAAkA4/8TABgACQAiAAkAAAAJAAQA3v/j/+j/7f/y//L/y//P/+j/t//P/7L/1P8iAM//t//U/8b/nv+o/63/o//G/+j/8v+y//z/1P+8/9n/o//3/8v/qP/B/8b/2f/o/97/7f/y//f/9//e/8//o/+3/57/t/+3/7L/xv/L/+P/wf+3/63/3v/Z/+P/BAD8//z/2f/Z//f/9//y/+j/AADL/97/7f/t/ywA6P8nAAQABAAEAO3/JwDe/xgA9//8/+j/1P8OANn/BADj/+P/4/+8/+j/xv/y/wQAxv/8/w4A9//e/97/7f/j/+P/9/8AAPf/3v/e/yIAGAA/AEQANQD8/xgAEwAdAEkAIgBTAMb/dQAdACcAdQATAFgAwf9TAMb/GAAsAO3/LADG/ycA2f+8/97/HQAJAPz/IgAAAOj/BAATAAQACQDo//z/9/8EAAkA2f/t/+j/CQD8/9n/EwDo/wAA9//U//f/4//o/+3/4//o/9n/7f8AAN7/BADo/+P//P8OAA4AHQAYAAQAPwBOAB0AHQBmAEkANQA/AA4AEwAsAPz/GAAJAPL/CQAJAB0ABAAdACwAGAAJABMAHQAAADoAMQDj/ywAIgAnAEQAIgAnAAQALAAsAB0AIgAJAA4A8v8OAAQAEwATAPf/HQAAADEAJwATAB0AIgAnAOj/6P/8/yIAMQAYAA4AEwAdAAQA7f8OAA4A9/8nACIAGAAEAOj/AAD8//L/6P/Z/8v/2f/j//L/7f/o/wAA4//3/wQA4//y/wAADgAdAAkAJwAYACcAIgAOAA4A9//8/x0AOgAJAAkAEwAsAA4A7f8dACcAPwAOADoABAATACcA6P8JALz/y//y/97/t//B/7L/o//G/7f/y//B/8H/xv+8/7L/rf/U/8b/z//U/63/wf+y/6P/wf/Z//f/DgDP/+3/4//y/wAAvP/Z/9T/6P/e/+3/DgDj//L/9//j/97/4/8JAAkA7f/t/+3/3v8AABMA6P/L/7f/wf/Z/+3/9//o/yIADgD8/+j/9/8AANn/xv+3//L/2f/j/7f/3v/Z/9T/BADG//z/1P/e/+P/6P8OAPf/DgAEACcAHQAAAPz/4//y/wQA/P8AAAkA6P/y//f/4//3/+P/EwATAPf/EwAdADUAEwAiACIAIgAdAA4ARABJAEQAOgA1ABMAJwA/ACwAHQAYABMABAD3/+P/4//t//f/BAAiABMAAAD3/wkACQDy//L/CQATADEATgAnABgABAAEAAQABADy/wQALAAYAA4A7f8AANn/3v/3/8b/4//G//f/7f/t/ycACQAAAPL/EwAJABMAJwAxAEQALAAYACIAHQDy/+3/2f/t/97/6P8EAAAAGAATAB0ADgAOAAAAAAAEAAkACQAnADUAGAAEAPf/DgD3/wAA1P/G/8//8v/y/8//6P+8/97/4/+8/+P/AAAJAPL/2f/y/wAA6P/o/xMACQAYABMA9/8OAPL/3v/t/+3/1P/e/+P/6P/t/wAABADj/+3/3v/3/+3/y//P/8v/1P/j//f/wf/Z//z/4/8JAOj/7f8dAAQAJwAdAAAA/P/3/wQAGAAdAO3/DgAAACIAIgAiABMA9/8OAPz/DgAJABgADgAJABMADgAEAPz/BAAEAPL//P/j/9T/DgAAAAQABADo/wQA8v/o/+P/4//G/97/AADL/+P/1P/U/97/4//j/9n/3v/L/8//6P/8/97/1P/G//z//P/j//L/8v/j/w4A8v/Z/wAAxv/t//z/7f8AAOj/t//t/wQA9//8/xgAHQD8/9n/y/8EAO3//P8EAAAA7f8EACwAEwAYAPz/BAD8/wAA7f/o//L/CQAnABMAGAAOACcACQAdAB0AGAAiAAkAIgAJAPz/4//3/wQA8v/o//f/MQAYAO3/HQAnABMAEwD8//L/GAAiAB0ABAAJAB0AAAATACcAIgAnACIAHQAiAPz/7f8JAAAABAD8//z/JwAOAPf/GAD3//z/GAAYABgABAATAOP/4/8iAAAA/P8EAOP/3v/3//z/7f8AABgA9//j/+P/7f/j/+P/BADe//z/DgDe/wQA8v/e/97/CQD8/9n//P/j//z/6P/Z//f/3v/e//z/z//B//L/2f/o/8//z//Z/8v/6P+t/63/xv/B/6P/qP/Z/7z/t//P/9n/1P/U/7f/6P/L/7f/4//o/wQA8v/e//z/EwD3/wAA/P8YAAkACQAdAB0APwATACwACQD8/xgAGAATACcALAATADEAOgBJACIALAD8/w4ARAAiAAkACQAdAPf/JwATAOj/CQAiAAkACQAnAPL/8v/y/wkAAAD8/x0A4//t/+P/2f/o/+j//P/j/97/xv/P/97/2f/j/9T/4//3//L/8v/o/8//y//j/+j/4//3/+3//P/Z/wQAIgAEABMADgAOAPL/DgD3/wAAIgAdACwACQA1ACIAIgAYAO3/IgAiAAkAEwAdAB0ABAAEACIAAAAnADEA7f8EACIACQAJACcADgA1AAAA4/86ACIAIgAOAPz/EwD8//f/4/8JABMA/P8AAAQAEwD3//z/EwAAAPf/BAAEAM//7f8dACcABAAOAEkAIgA6ACwAJwAnACcAJwAOADEAIgAdAPf/JwD3//f/JwAJAB0AEwA/ADoAPwAnAB0AEwAYADoANQA6ACwAOgAxACwAOgAdAAQAHQAOAOP/2f/y/97/1P8EAO3/2f8JAO3/8v/3//L//P/P/+j/9/8EAPz/AAD3/8v/AAAOAAQA9//o/wAA/P/j/+P/8v/P/+j/8v/3//L/3v/3/9n/CQAEABgALADt//z/8v/j/+P/1P/3/+P/7f/o/8v/1P/Z//z/8v/o/+j/2f/3/+3/8v8AAOP/7f/8/w4A6P/P/8v/y//j//L/GAD8/w4A6P/o//z/2f8nAPf/8v/8/wAAHQAJADoAAAAnACcAEwAxAAkABAAEADUABAAsADEABAAOAAkABADo/w4A6P8AAPL/2f/8/+3/DgDo/9n/6P/t//f/2f8AAO3/8v/t/9n/AADj/+P/1P/e//L/3v8JABMABAAAAAAAHQD8//L/CQAJAPz/9/8JAO3/BAAYAOj/AAA1ACcAJwAdABMA9//y/xMA/P8OAPf/AAAOAAkAJwAEACIAMQAYAA4AJwBJAAkAPwBEACIAGAAOABgA1P/t//L/7f/o/+P/6P/j/97/1P/y/+j/y//L/+j/3v/3/+P/z//j/w4AHQAJADoAHQATAAkA/P8TAB0A/P/8/wAA4//8/+3/2f/3//z/HQAAAAkAGAAAACcA/P8dAPL/7f/e/wAADgAOACwA/P8OANT/AAAAAPL//P8AAAQA7f8dAPz/8v8EAOj/6P/y/+P/7f/t/w4ABADo/wQABAAsAO3/HQAdAN7/OgD8/wAADgATAB0ADgA6AD8AGAAAAAQAIgAEAN7/7f/3//L/4//o//f/BAD8//z/EwAEAO3/AAD8//f/BAAdAAQA6P8sACcABAAOAOP/2f/y/8H/y//t/97/8v/j//L/8v8EADEADgDt/8//7f/j/9n/3v/j/8b/z//e/9T/DgDZ/8///P/e//z/9/8JAA4A3v/j/8//1P/o/+P/9/8JAAkABADL//f/AADU/wAA4//3/+P/z//o/6P/z/8AANn/CQAJANn//P/j/+P/z//B/7L/y//j/7f/y/+y/8b/rf/j/8H/3v/y//L/7f/j/zEA7f8dAMH/cAA4/8b/WADB/1MAsv9TAJ7/HQDL/z8AIgDo/zEAqP8iAO3/SQAdAAQAwf/o/63/z//j/8H/EwDB/97/y//G/7f/y//G/8b//P+j/8H/1P/e/8H/vP/3/7f/IgAEAOj/8v/Z//f/sv/U/+3/3v/Z/9T/9//Z/97/3v/L/+3/2f/P/+j/4//L/63/4/8OAKP/9/8TAOP/EwDe//z//P/j/w4A3v/3/+P/AAAEAMb/9/+V/8H/3v+t/7L/2f+o/4b/o/+Q/63/rf/L/8b/lf/o/8//sv/o/7z/3v/G//L/4//e/8//6P/t/+P//P/P//L/z//o/+j/4/+8/8v/7f+8/+3/3v/Z/7f/vP/t/9T/JwAJAAAADgDo/ywAJwAnACwAHQAxACcACQDt/+P/GADy/97/CQD3/yIAPwAnACIACQATAAkACQAEAAkANQAdAB0A/P8TAB0AHQAYAOj/LAAsAEkALAA1AFMAHQAsAB0AGAAJADoAPwBOABgA8v/8/wAAAAAJAB0ADgATAOP/AAAJABMAEwA/AD8AHQAnAB0ALAA1AGsAOgA/ADUALABJADEAXQAnAEQAPwAYACwAMQAsABgAPwD3/x0ALAAnACwAIgAiABMANQAOAD8AHQAnADUARABJABMASQAdACcANQBOAEkAIgBJADEASQBTADUAPwAnAD8AGAA6ADoA8v8iACIAGAAEAAkA9/8EABgANQAOABMAMQDy/ycAIgAnACcAJwA6ABgAGAAsADEAJwATACIARAA/AEkARAA1AAQAEwAYAAAACQDj/+3/DgD3/+j/2f/U/+3/3v8JAAQACQAdAAkAOgAJAPf/AAAnABgAGABEACcALAAnAFMAOgBEACwAHQAsABMANQAdAAkA/P8AAPf/AAAYAAQADgAOAA4A9/8OABMA6P/8/wQAAAAYAB0AHQAdAA4ACQD3/wAABAD8/wAABAAOABgADgD8//L/6P/j/wQAEwD3/ycAIgATABgA/P8xAB0AIgAYAPz/LAAJAAAADgDy/w4AEwAiACcA6P8EAAkAGAA1AO3/6P/y/8//6P/8/+j/8v/y/xMAEwAEACcADgAAAPz/7f8YAAQA8v/o//z/AADo/w4A6P8dACcAAAAEAAAABADy/8b/t//j/9T/4//G/7z/2f/G//f/6P/Z//z/2f/j/8v/7f8AANT/7f/3/w4A3v/j/9n/1P/3/+j/6P+8/8v/8v/G/9T/wf+e/8v/xv/P/8b/6P/o/8b/7f/P/9n/CQAJAAQABAAOAAAAAAAdABgAGAAYAA4AEwAiAPL/9/8JAPL/7f/j//f/8v/j//L/AAD3/w4ACQD8/zEAMQAnACwAMQAnABgAJwAiAAQA3v8AAAAA3v/8/wkA2f/8/+3/1P/o//L/GAAJACIAHQA/ADUAHQAnAB0ARAAsABgAGAAnACcAEwAYADEACQAiADUAEwAOABMAIgDy/wAA9//3/ycA9/8OAA4ABABEABgABAAOAAAAAAAJAPL/4//3/8v/IgATAOj/IgDo/+3/6P/8/+j/6P/3/8v/6P/e//z/6P/o/9T/y//t/7z/z//P/8H/6P/Z/8//3v/U/8b/t//U/97/4/8JAPz/8v/e/wAAHQAJAPL//P8AAAQADgCy/+3/7f/B//z/3v/o//L/7f/Z//z/4//e/wQAvP/j//L/8v8YAO3/7f/y/wkACQD8//z/y//U/+P//P8OAOj/6P/t/+3/1P/8/+3/4/8dAO3/AADe/97/BAAiABgA7f8dAAAAOgAxAA4AEwAJABgAGAA/ADEACQAJACIAAAAOAAQAAAAEAAAAEwDy/+3/8v8sAAAA6P8AAN7/8v/e//z/4//Z/9n/z/8EAMv/4//8/9T/8v/y/8v/xv/t/+3/4//o//f//P/y/xMA8v/U/97/3v8JANT/wf+y/8b/y//B/8v/o//j/7L/rf/B/97/4//L/+P/3v/j/9T/z//P/9n/t/+o/8v/y//Z/+3/z//Z/+P/1P/t//z/9//y//L/8v8JAA4ABAD3/+j//P8EAO3/BAATAAAAHQD8//f/3v8JACwA8v8OAAAA8v/o/+3/1P/e//z/7f/8/9n//P/t/8v/AADt//z/CQAOAPf/y//L/7z/4//Z/wAA4//j/9n/xv8JAAQACQD3/9T/2f/t/97/1P+y//z/2f/e/wkA9/8YAAAAEwD8//z/CQDt/+j/7f/Z/wQAGADj/+P/y/8EAPz/vP/P/9T/2f/j/+P/7f/j/97//P/8//z/7f/U//L/4//P/9T/4//Z//L/9//L/8//2f/j//f/DgATAAkAJwA1ADoAOgA/AFgAMQA/ADEAMQBOACcAEwAYACcACQAxAPf/DgAYAAQAIgD8/ycADgAdAFMANQBEAFMAUwBEAPz/7f8AAAAADgD8/xMAIgAiAPf/4//t/wAACQD8//f/AADt/+j/EwAAAAAA6P/3/wAAAADt//z/9//Z/wQAy//3/+3//P8AAPL/DgDj/wQA7f8AAAQA2f/U/97/1P/o//z/2f/3/97/7f8YABgA/P/3/wAABAAAABMAJwDy/ycAHQAdACIAEwAnABMAJwAAAAQAHQAYAB0AHQATAAQADgATAAkACQAnAPL/AAAEACcAJwAEACwABAAOAAkA6P/8/wkABAAOACcAGAAsADEAMQAYACwAEwAYAB0A/P8/ADoALAAdACcAGAAsADUABAAOAPf/HQAxACIABAD8/ycAHQAnADUAIgAYABgAHQAsAAQAAAAJAO3//P/o/wkAEwD3/wQAAAAdAPz//P8AABMACQD3/wAABAATAAkAHQATAB0AJwAsACcA/P8nABgADgAYAOj/DgAEAAkA1P+8/9T/o//j/63/y//P/9n/BADt/wQA4//e/8v/GAAAAN7/CQDo//f/AAAdAAAA7f/y/+3/9//t//L/6P/o/+P/7f/o//z/8v/U/8v/y//j/7z/z//Z/+3/AADZ/8v/vP/o/8//rf/o//f/1P8JAPf/6P8YAA4AIgATACIAGAAYACIAHQAiAPz/BAAEABgAHQAOADEAMQATAB0ABADy//z/BAAJANT//P/t//f/JwAOADoAJwAOACwAHQA6AAkACQATACIAOgATADEALAAOACIABAAJAAkABAAYAAAAJwD8//z/4//U//L/4//3/+P/4//3//z/2f/e/8b/1P/Z/+3/6P+y/8//4//j/7z/vP/U/+P/xv/Z/97/z//o/7f/1P+8/8v/8v/Z/8v/3v/8/wQACQDP/9T/xv/o/wAA4//L/8v/2f/B/8v/xv/e/+3/7f8AAPL//P/j/wAA/P8AAAQAz//3//z/DgD8/+j/OgAdACIAHQAEACwAEwA1AD8ATgBEADEAEwAiADUAHQA6ADEAJwAnABgAMQBOABMAIgAdAAAA9//U/wQABADo//f//P8EAAQA6P/o/9n/1P/e/9T/y//U/97/wf/j//f/7f/Z/7z/2f/Z/7z/y//o/9T/xv/o/8b/xv8JAPf/3v/o/+j/7f8YAA4A6P/y/wAABAD8/+j/9//y/8//GAAJAA4AOgAdAAkAEwATAO3/BADj//f/6P/e//z/AADL/8b/9//G/wkA3v/Z//L/z//o/97/8v/t/7z/vP/Z/+P/t/+V/6j/rf/o/9n/IgATAOP/3v+e/8b/i//U/+j/7f/8/wQAHQDt//z/7f8OAM///P8EAPL/2f/U/7L/3v8OALL/MQAJAEQAAAAEAPf/sv8TAMb/OgAYAD8AJwAdAA4A6P8dAN7/NQAiAB0ALAAdAAAA6P/8/wQAEwAxACIAEwA6ABMAGAAEABMA6P8EABMA9/81AAQAAADt/+j/6P/e//f/7f/j/8H/wf/L/97/3v/Z/97//P/e/9T/8v/e/97/4/8AAA4A9//o/+j/BAD3/+j//P8AAAQAHQAYABMAHQBTACcAGABTACcAMQAxAEkAMQAsACwANQBdACwAawBYADEAPwAJAB0ADgATACcA7f8dAMH/AAATAPL/BACy/ycAvP8iAOP/3v8nALf/AADL/wQAvP/t/8//sv/Z/9n/7f/U//z/xv/t/8H/2f/y//L/1P/o/xgAxv8AAN7/z//j/8H/y//G/7f/sv/P/8b/2f/L/9n/9//P/8v/4//8/+j/BADe/+3/BAD8/x0A/P8YAPf/BAD8/w4ANQAOAE4APwAsACwALAAiAA4ALAATACcAGAD8/xgA8v/j//L/8v8EAAAABAAAABMAHQAxACcACQA1ADUANQAnADoAOgAsABgALAAYACcATgDy/w4A9//t/97/1P/e/+3//P/L/+P/wf/G/8//9/8OAPz/DgD8/xMABADU/+P/BAAnAA4A7f8JADoAOgATACwAOgA1ADoAJwBOADoAMQAxACwAMQAnACcAOgBEAF0ARABmAGsATgBOABMAXQBdAF0AOgA6ACcACQAsABgAIgD3/x0A/P8iAPz/DgAYANn/HQAAACwACQAJAAQA9/8OAPf/4//y/wkA4//y/+j/8v/8/wAABADy/w4AAADo/xMA/P/t//L/3v8OAPf/EwAdAA4AAAD3/w4ACQAOAAQAMQAAAPL/EwAdAEQABAAOAB0AEwAsACIASQA6ADEAOgA1ACIADgD3/wAA3v/e/wkA6P/o/8v/4//3/+P/2f/L/+P/BADU/wkAAADe/xMA7f/8/97/AAD8/+3/9//P/8//sv+o/9n/qP+L/63/mv+8/8//1P/L/97/7f/3/w4ABAD3/w4AMQAEAPL/AAAAACIADgDt/wkA8v/o/xgAHQAxACIADgAdABMABADP/8//4/8OAAQACQA1ACIADgAEAD8AJwAOAAQA9/8OALL/2f/B/7L/2f/Z/9T/6P8dABMAPwAOAAkAIgAYAAkABAAEAPf/AADU/+3/BADU/+P/6P/y/wQACQA1ACIAIgAdAAAALAAxAPz/6P/y/w4A/P8TABgA9/8JAAAACQDo/9T/vP/Z/+j/3v8AANn/z//o/8H/wf/y/8//2f/3/97/y/8AANn/xv/Z/8//z/+3/+3/z//U/9n/3v/G/8v/1P/j/+3/7f/8/8//3v/U/8//sv/B/8b/vP/j/97/8v/t/+j/BADL/+j/8v/j/+j/CQAOAAkAHQDy/wAA1P/t/wAA6P/3/xMA/P/y/xgA7f8OAAkAAADy//f//P8AABMA7f8JAAQAGAATABMANQAdACIA9//o/wAACQAdABMACQD8//f/AAAYAAAABAAYAAAAAAD3//z/3v+y/8H/3v+y/8v/z/+a/63/xv/e/97/1P/L/9n/z//e/9n/9//3/7z/1P+8/+j/z//o/+P/3v8YAPL/9//8/+j/xv/j/9n/z//j/97/y/+8/8v/6P/y/wAACQAOABMAGAAsABMAJwAiADUACQAOAAkABAAdAPz/CQD3//L/z//P/+j/vP/G/wAA7f/e/9n/8v/y//L/CQDt/wkA/P8nACIA/P8OAPz/AADy//z/1P/t/xgA9//o/+3/AAD3//L/CQAnAB0AGAAAAN7/8v8OAAQACQAJAPz/EwD8//f/CQD3/wAA8v8TAAkACQDt//L//P/j/xMA2f/t/+3/z//o/+j/8v/t//L/6P/y//f/8v/t/wAABAD3/+j/1P/3/+3//P8JAAQA6P/t//z/6P/t//f/GADy/w4AAADt/+3/8v8OAPf/JwAJAPz/HQAdAOP/7f8EAPL/AADP/x0AHQAdADEALAAiAA4APwAAACwANQA/ACcAAAAiAPL/GAAdACwADgAEACwAGAAsACIABAATAAkAGAAxADEAYgBdAGIAfwBYAM//2f9y/7z/9/8TALUAcAAIAWYAOgAOAN7/7f9a/7L/af8EAAkASQC1AJMA8ACmAAgBfwCmAFMAMQCQ/9L9gv6v/bf/DQEVAwoEVQJMAi7/kf4E/f79EP/L/00BIQGqAYkA9QB/AP4AOQFDASQCtQBl/v79uvyd/D/9t/9vAaABaANVApACWABiAIb/wv5L/3j+qf4Y/RL+Ov1+/Xr97/0u/9n/PgEvATMCvQGRAeEA4QC1AEQAYgCG/8v/Av8V/5v+lv4Q/y7/DgBYAAMB1wAqAdcAcABTAAQAGADj/0kA9//o/5X/M/9B/xX/Qf9B/63/vP8EACcAEwAxALz/JwDe/3UACQC1AJwAxABXAb8A0gB8+2X+Gfyb/qoBsQMKCJ8C+QWu/tH+s/pG+/T9cfw4Atb+qQIC/+UBDQE+AeUB1wBCAjUAiAGB/5wADv2a/z/9Lv8a/8H/eQGb/tsBKv6lATP/dAFbAcgA1gEz/ywAXfw0/rf7K/1h/Wr+ugCJAK4C/gAWAjUAdQDP/+P/egD3/1cBDgDNAJ7/xv84//j+d/8V/xgA4/+rAB0AegBEAEQAawAsAGsA/P9JAF//i/8Q/zP/kP+a/04ADgCOACwAGADy/6P/z//B/ywAWABwAMQAsACcAIkALAAnAPf/MQAOAO3//P/P/zoA/P8sACwAPwBTAOP/vP9k/2n/d//G/wQAGAA/AHAA6P91AMj9Of4D/ur9UwCmALkBYP61ABL+6P91AJsBywKa/xsCjf3u/sH7YP7u/hMAeALmAHgCVf9XARX/lwA1AC8B6gESAbQBlf+cABX/PwDP/9wA5gCwAL8Acv8OAOn+EwBa/wkAJwAYAJMA9/9/AJ7/6P8V/5D/sv/L/x0Axv/o/0H/hv8a/6j/y//3/wkA6P9EABgAPwAYADoA8v/8/xMADgD8/63/xv9a/3L/gf/P/wQAy/8EALL/sv+3/7z/nv+e/7f/y//t/+j/GAD8//f/8v8OAPL/CQAxACwARABOAD8ABAAEANn/CQBOAHAAkwCXAJcAawBmAFgAUwAsADUAHQAJAPf/4//U/9T/z/8TAE4AIgAiANT/z/+e/9T/3v/o/9n/t//L/63/9//B/+3/vP+a/5D/mv/L/7f/3v/L/9n/t//G/8v/BABYAFgALAAYAAkAwf+y/+P/4/+a/+3/7f/8/wkATgBEAOP/CQDZ/x0A3v8sAA4A9/86AOP/EwDy/xMA9/8AAOj/6P86APf/6P/o//f/vP8OAB0AAADo/8b/9//t/ywAPwBrAF0AMQAJAPf/wf+t/8//1P/j/w4ASQDy/yIAIgAJAPf/6P/o/wAAIgAOAAAAqP+Q/4H/d/9L/5X/vP/P/xgAEwAAAA4AEwDt/+3/8v8YAOj/8v/3/7f/2f/L/w4AIgAsAE4ARABEAAAADgD3/+3/HQAsAO3//P81AAQA9//B/9T/y//j/xMABAAdAA4A6P/B/9T/2f/e//L/IgAYADEANQDZ/9n/lf+3/8//6P8sACIAHQDe/8v/rf/U/9n/BADt/8v/1P/3/ycAAABdADoAJwAAADUAIgAJAEkA6P8OAN7/AAAEABgAIgBEADUA8v8iANn/AADP/zoALAAEABgA6P86ACcARAAiAE4ADgAJACcAJwBdAF0AfwBJAGYAIgAEABgACQDo/9T/RABEAEQALAAnACcA7f/3/9n/wf/e/+P/7f8JAPL/GAAxAPf/AAAOAOP/9/8EAAAAIgAJAPz/BADe/wQAOgAsAD8AMQAJAN7/8v/3/w4AOgAOAO3/8v/o/7z/1P/3/w4AEwAJAPz/7f/t/7f/z//t/+3/CQAJAPf/BAAnAOj/GAAYAAQAPwAdADoAPwAdACIAOgAxACcAAADo/8v/nv+V/4b/qP+y/63/1P/Z/8v/2f8TAAQAt//e/8b/9/8JAKP/3v/o/+P/8v/t/+3/6P+3/7z/z//U/9n/1P/t/97//P8JAA4A8v/e/7f/qP+8/8//3v/e/ycA4/8YABMAEwA6ACcAJwD3/z8AJwA6ADUAJwAiAPL/OgAxADUAOgA/AEQAIgAnABgAJwAOAPL/BAD3/w4ADgAdAEkAPwA1ADUALAAYAPL/7f8TAAAAAADt/8v/7f/o/9n/AAAOAAQAGAAOAAAADgDt/8v/rf/G/9n/7f8YAOP//P/t/97/6P/B/wAAJwAJAA4A/P/G//L/6P/U/9T/1P/t/+3/7f+8/+P/1P/y//L/6P8OADUAiQD5AFcBOQF5AXQBLwEcAaYAZgBOAPL/vP+Q/0v/Lv/f/tb+/f74/v3+C/9L/2T/af93/4H/mv8EAJcAPgG5AREC/QE5AZcAo/8C/4L+ff6u/gf/cv+Q/x0AGAA6ADEAOgBJACcA8v+t/3f/Av/z/lr/HQAXASQC8gJ7AzcDfQJbAcH/vf6v/Wb9vv3+/bP+Av9Q/0v/M/8z/xX/Kf8k/1X//f7a/oz+NP5b/nj+C/+3/2YAqwCmAHAAxv9k/23/gf/3/z8ATgB1ADEAy/9t//j+x/7R/t/+Gv9f/57/i/+t/9T/4/8dAB0ARAAiACcALADt//f/9//8/ycALAA/AIQAXQBJAPL/t/+e/3z/o/+G/8v//P/3/10AcACOALAAnAChAOsA5gDcAOsAiQC1AJMAoQC1AKsA1wDXAMgAsACJAGYALADo/z8A4/8iAGIAcAB1AD8AfwBEACIA6P/t/7z/lf/G/97/8v/e/x0ANQBTAHUAiQB6AJcAtQCJAGYAPwA1APL/AADe//L/6P+y/8b/i/+Q/4v/xv/j/10ApgCrAKsANQAAAJ7/d/93/8//CQBEAF0AegA6AAQANQDP/xMA2f8iAMb/qP/t/3f/8v+3/z8AGAAsADUA7f8OAJ7/2f9B/5X/4/+3/x0AGABrAFMASQAiANn/bf8p/1r/H/9p/6j/z//P/wAACQDL//f/mv+B/57/o/9a/xr/+P4k/23/nv8AAHAApgChAHUABADt/3z/o//B/+P/GAAEAE4AAAAJAFgAGAA6AEkABACe/3f/bf9B/23/t/9JAHAAhACJAIQAWAAOABMABADj/7z/9/+a/1X/4//G/+j/PwBJADUANQAEAPL/JwDB/7f/vP+j/+P/CQAnAGsAMQBrAHAAGAAOAOj/9//P/+j/1P9JAEQAXQCXAE4ANQDj/+3/rf8EAN7/8v/o/3f/S/9G/63/mv8OACwANQAJAMb/3v9a/2T/gf+e/ycAMQBiAEkALAAJAAkAZgAiAEQAdQB6AJMAhACXADUAOgBYAGYAjgBdAHUA8v+y/8b/kP9t/5X/7f8EAGsAegBJABgAJwBiACcAEwDy/+3/y/+Q/9T/vP+o//L/EwBEAD8ASQBEAE4AhABdAHUAOgATAPL/lf/P/xgARABJAH8AlwBmADoA2f+a/5r/rf/3/ycAWAB/AGYAawBJAFMAfwBdACwACQCe/0v/Av/4/l//vP/8/ywAYgAiAAQAz//P/9T/z//G/y7/3/7M/jj/sv8xAIQAtQC6AOEAxAASAbAAWAAEAFD/Qf/u/jz/Wv86AEQAnACTAD8AAADU//f/6P/y/3f/PP8H/0b/DgB/ANwAIQG6ABcBy/9JABX/S/8Q/3j+4/+p/vAACQAqAVIBzQB0Aff/oQB8/5r/ZP/f/qj/+P6t/yIAHQB5AeYAPgEYANn/cv9R/iT/6v3u/in/cv9/AOYAeQFXAUMBtQAdAF//+P40/nT+Ff+V/zEANQCTAHoA/gB0AT4BJgFEAIb/UP+u/pH++P5p/80A2wEMAqoBdQBmAJ7/hv/a/rj+2v6W/n8Anv+JAAkAugB5ASwAlwBt/5D/EP8z/7j+wv6G/97/fwD+ACYBLwEXAaYAnAB8/0H/ZP+a//z//P86ACcAawCJAFMA6P/L//z/mv/y/9n/rf/P/+P/NQDy/8v/y/8AAFX/gf88/5b+nv98/wAAkwCOANcAyAAqAbAAtQAdAFMAWAAk/+3/Ff+Q//f/y/8nANT/5gD1AOsAlwA6APz/Rv98/1D/1v6L/ywAawDB/1r/t/9B/+3/CQD8/9T/IgCTALz/3v/3/x0A/P/3/xMAhv9a/4b/Wv9y/4v/o/8xACwADgCcAGIAawC6ANn/7f/B/6P/Vf+Q/7f/t/+OAOP/BADU/4b/8v8OAAkAiQCcAEQAPwAz/1X/+P4u/3f/mv/3/6P/0gA6AIQAegBJAA==\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rnd_idx = random.randint(0, len(train_ds) -1)\n",
    "ipd.Audio(data=np.asarray(train_ds[rnd_idx]['speech']), autoplay=True, rate=16000.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "863d1eed",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "edb788d7389b494a878c03a9aae33bee",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/1250 [00:00<?, ?ba/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\bitzh\\anaconda3\\envs\\zhuk_home\\lib\\site-packages\\transformers\\feature_extraction_utils.py:168: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n",
      "  tensor = as_tensor(value)\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "35dc0682734549d4ae96eae59e16666f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/118 [00:00<?, ?ba/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def prepare_dataset(batch):\n",
    "    # check that all files have the correct sampling rate\n",
    "    assert (\n",
    "        len(set(batch[\"sampling_rate\"])) == 1\n",
    "    ), f\"Make sure all inputs have the same sampling rate of {processor.feature_extractor.sampling_rate}.\"\n",
    "\n",
    "    batch[\"input_values\"] = processor(batch[\"speech\"], sampling_rate=batch[\"sampling_rate\"][0]).input_values\n",
    "    if cfg.switch:\n",
    "        with processor.as_target_processor():\n",
    "            batch[\"labels\"] = processor(batch[\"target_text\"]).input_ids\n",
    "    return batch\n",
    "\n",
    "train_ds = train_ds.map(prepare_dataset, remove_columns=train_ds.column_names, batch_size=8, batched=True)\n",
    "test_ds = test_ds.map(prepare_dataset, remove_columns=test_ds.column_names, batch_size=8, batched=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "430b5058",
   "metadata": {},
   "outputs": [],
   "source": [
    "test_ds.save_to_disk(cfg.data_dir + 'test_ds')\n",
    "train_ds.save_to_disk(cfg.data_dir + 'train_ds')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "bd988cc0",
   "metadata": {},
   "outputs": [],
   "source": [
    "test_ds = Dataset.load_from_disk(cfg.data_dir + 'test_ds')\n",
    "train_ds = Dataset.load_from_disk(cfg.data_dir + 'train_ds')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a7a98138",
   "metadata": {},
   "outputs": [],
   "source": [
    "@dataclass\n",
    "class DataCollatorCTCWithPadding:\n",
    "    processor: Wav2Vec2Processor\n",
    "    padding: Union[bool, str] = True\n",
    "    max_length: Optional[int] = None\n",
    "    max_length_labels: Optional[int] = None\n",
    "    pad_to_multiple_of: Optional[int] = None\n",
    "    pad_to_multiple_of_labels: Optional[int] = None\n",
    "        \n",
    "    def __call__(self, features: List[Dict[str, Union[List[int], torch.Tensor]]]) -> Dict[str, torch.Tensor]:\n",
    "        input_features = [{\"input_values\": feature[\"input_values\"]} for feature in features]\n",
    "        label_features = [{\"input_ids\": feature[\"labels\"]} for feature in features]\n",
    "        \n",
    "        batch = self.processor.pad(\n",
    "            input_features,\n",
    "            padding=self.padding,\n",
    "            max_length=self.max_length, # self.max_length\n",
    "            pad_to_multiple_of=self.pad_to_multiple_of,\n",
    "            return_tensors='pt',\n",
    "        )\n",
    "        \n",
    "        with self.processor.as_target_processor():\n",
    "            labels_batch = self.processor.pad(\n",
    "                label_features,\n",
    "                padding=self.padding,\n",
    "                max_length=self.max_length_labels, # self.max_length_labels\n",
    "                pad_to_multiple_of=self.pad_to_multiple_of_labels,\n",
    "                return_tensors='pt',\n",
    "            )\n",
    "        labels = labels_batch[\"input_ids\"].masked_fill(labels_batch.attention_mask.ne(1), -100)\n",
    "        batch[\"labels\"] = labels\n",
    "        return batch\n",
    "    \n",
    "data_collator = DataCollatorCTCWithPadding(processor=processor, padding=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "823e5e1e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_metrics(pred):\n",
    "    pred_logits = pred.predictions\n",
    "    pred_ids = np.argmax(pred_logits, axis=-1)\n",
    "    \n",
    "    pred.label_ids[pred.label_ids == -100] = processor.tokenizer.pad_token_id\n",
    "    pred_str = processor.batch_decode(pred_ids)\n",
    "    label_str = processor.batch_decode(pred.label_ids, group_tokens=False)\n",
    "    \n",
    "    wer = wer_metric.compute(predictions=pred_str, references=label_str)\n",
    "    return {\"wer\": wer}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "f59522cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "# class SpeechDataset(Dataset):\n",
    "#     def __init__(self, vocab, data, tokenizer):\n",
    "#         self.vocab = vocab\n",
    "#         self.data = data\n",
    "        \n",
    "#     def __len__(self):\n",
    "#         return len(self.data)\n",
    "    \n",
    "#     def __getitem__(self, item):\n",
    "#         audio_id = self.data.audio_id[item]\n",
    "#         text = self.data.text[item]\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "4e96eb2b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# def audio_preprocess_and_prepare_dataset(self):\n",
    "\n",
    "#     def prepare_dataset(batch):\n",
    "#         if self.files_path:\n",
    "#             batch[self.audio_path_column] = os.path.join(self.files_path, batch[self.audio_path_column])\n",
    "#         batch[\"input_values\"] = batch[self.audio_path_column]\n",
    "#         with self.processor.as_target_processor():\n",
    "#             batch[\"labels\"] = self.processor(batch[self.text_column]).input_ids\n",
    "#         batch[\"length\"] = len(batch[\"labels\"])\n",
    "#         return batch\n",
    "\n",
    "#     print(\"> Prepare dataloader\")\n",
    "#     self.train_dataset = self.train_dataset.map(prepare_dataset, remove_columns=self.train_dataset.column_names, num_proc=self.config['num_loader_workers'], batched=False)\n",
    "#     self.devel_dataset = self.devel_dataset.map(prepare_dataset, remove_columns=self.devel_dataset.column_names, num_proc=self.config['num_loader_workers'], batched=False)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "19f6fdb4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# # data augmentation block\n",
    "# def map_data_augmentation(aug_config):\n",
    "#     aug_name = aug_config['name']\n",
    "#     del aug_config['name']\n",
    "#     if aug_name == 'additive':\n",
    "#         return AddBackgroundNoise(**aug_config)\n",
    "#     elif aug_name == 'gaussian':\n",
    "#         return AddGaussianNoise(**aug_config)\n",
    "#     elif aug_name == 'rir':\n",
    "#         return ApplyImpulseResponse(**aug_config)\n",
    "#     elif aug_name == 'gain':\n",
    "#         return Gain(**aug_config)\n",
    "#     elif aug_name == 'pitch_shift':\n",
    "#         return PitchShift(**aug_config)\n",
    "#     else:\n",
    "#         raise ValueError(\"The data augmentation '\" + aug_name + \"' doesn't exist !!\")\n",
    "        \n",
    "# audio_augmentator = Compose([map_data_augmentation(aug_config) for aug_config in cfg.audio_augmentation])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a9bd0e6a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\bitzh\\anaconda3\\envs\\zhuk_home\\lib\\site-packages\\transformers\\models\\wav2vec2\\modeling_wav2vec2.py:1674: FutureWarning: The method `freeze_feature_extractor` is deprecated and will be removed in Transformers v5.Please use the equivalent `freeze_feature_encoder` method instead.\n",
      "  warnings.warn(\n",
      "Using amp half precision backend\n"
     ]
    }
   ],
   "source": [
    "# load model to trainer\n",
    "model = Wav2Vec2ForCTC.from_pretrained(\n",
    "    cfg.model_name,\n",
    "    attention_dropout = cfg.attention_dropout,\n",
    "    hidden_dropout=cfg.hidden_dropout,\n",
    "    feat_proj_dropout=cfg.feat_proj_fropout,\n",
    "    mask_feature_prob = cfg.mask_feature_prob,\n",
    "    layerdrop=cfg.layerdrop,\n",
    "#     gradient_checkpointing=cfg.gradient_checkpointing,\n",
    "    ctc_loss_reduction=\"mean\",\n",
    "    pad_token_id=processor.tokenizer.pad_token_id,\n",
    "#     vocab_size=len(tokenizer),\n",
    "#     ctc_zero_infinity=True,\n",
    "#     apply_spec_augmnet=cfg.apply_spec_augment,\n",
    "#     mask_time_length=cfg.mask_time_length,\n",
    "#     mask_feature_length=cfg.mask_feature_length\n",
    ")\n",
    "\n",
    "model.freeze_feature_extractor()\n",
    "\n",
    "training_args = TrainingArguments(\n",
    "    output_dir = cfg.output_dir,\n",
    "#     logging_dir=os.path.join(cfg.output_dir, \"tensorboard\"),\n",
    "#     report_to='all',\n",
    "#     run_name='RussianOpenSpeech-norm-spontaneous_speech-inf_train',\n",
    "    group_by_length=True,\n",
    "#     logging_first_step=True,\n",
    "    per_device_train_batch_size=cfg.batch_size,\n",
    "    per_device_eval_batch_size=cfg.batch_size * 2,\n",
    "#     dataloader_num_workers=cfg.num_loader_workers,\n",
    "    gradient_accumulation_steps=cfg.gradient_accumulation_steps,\n",
    "#     seed=cfg.seed,\n",
    "    num_train_epochs=cfg.epochs,\n",
    "    fp16=True,\n",
    "    logging_steps=cfg.logging_steps,\n",
    "    learning_rate=cfg.learning_rate,\n",
    "    warmup_steps=cfg.warmup_steps,\n",
    "    warmup_ratio=cfg.warmup_ratio,\n",
    "    save_strategy='epoch',\n",
    "    evaluation_strategy='epoch',\n",
    "#     load_best_model_at_end=cfg.load_best_model_at_end,\n",
    "    metric_for_best_model=\"eval_loss\",\n",
    "#     greater_is_better=False,\n",
    "    save_total_limit=cfg.save_total_limit\n",
    ")\n",
    "\n",
    "trainer = Trainer(\n",
    "    model=model,\n",
    "    data_collator=data_collator,\n",
    "    args=training_args,\n",
    "    compute_metrics=compute_metrics,\n",
    "    train_dataset=train_ds,\n",
    "    eval_dataset=test_ds,\n",
    "    tokenizer=processor.feature_extractor,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "64675a7a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\bitzh\\anaconda3\\envs\\zhuk_home\\lib\\site-packages\\transformers\\optimization.py:306: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning\n",
      "  warnings.warn(\n",
      "***** Running training *****\n",
      "  Num examples = 10000\n",
      "  Num Epochs = 10\n",
      "  Instantaneous batch size per device = 2\n",
      "  Total train batch size (w. parallel, distributed & accumulation) = 4\n",
      "  Gradient Accumulation steps = 2\n",
      "  Total optimization steps = 25000\n",
      "Automatic Weights & Biases logging enabled, to disable set os.environ[\"WANDB_DISABLED\"] = \"true\"\n",
      "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mresquilleur\u001b[0m (use `wandb login --relogin` to force relogin)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "wandb version 0.13.5 is available!  To upgrade, please run:\n",
       " $ pip install wandb --upgrade"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Tracking run with wandb version 0.12.14"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Run data is saved locally in <code>C:\\Users\\bitzh\\Documents\\JupiterNotebooks\\MyProjects\\SpeechToText\\wandb\\run-20221128_123555-25t90x5k</code>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Syncing run <strong><a href=\"https://wandb.ai/resquilleur/huggingface/runs/25t90x5k\" target=\"_blank\">DATA/wav2vec2-xls-r-300m-Russian-small</a></strong> to <a href=\"https://wandb.ai/resquilleur/huggingface\" target=\"_blank\">Weights & Biases</a> (<a href=\"https://wandb.me/run\" target=\"_blank\">docs</a>)<br/>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "    <div>\n",
       "      \n",
       "      <progress value='25000' max='25000' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
       "      [25000/25000 2:40:30, Epoch 10/10]\n",
       "    </div>\n",
       "    <table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       " <tr style=\"text-align: left;\">\n",
       "      <th>Epoch</th>\n",
       "      <th>Training Loss</th>\n",
       "      <th>Validation Loss</th>\n",
       "      <th>Wer</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>0.507900</td>\n",
       "      <td>0.340478</td>\n",
       "      <td>0.492406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>0.450300</td>\n",
       "      <td>0.311418</td>\n",
       "      <td>0.463824</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>0.413300</td>\n",
       "      <td>0.295762</td>\n",
       "      <td>0.442505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>0.376100</td>\n",
       "      <td>0.288195</td>\n",
       "      <td>0.428922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>5</td>\n",
       "      <td>0.349500</td>\n",
       "      <td>0.283975</td>\n",
       "      <td>0.417508</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>6</td>\n",
       "      <td>0.348400</td>\n",
       "      <td>0.272899</td>\n",
       "      <td>0.408075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>7</td>\n",
       "      <td>0.317300</td>\n",
       "      <td>0.272708</td>\n",
       "      <td>0.399868</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>8</td>\n",
       "      <td>0.306800</td>\n",
       "      <td>0.268768</td>\n",
       "      <td>0.395246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9</td>\n",
       "      <td>0.312800</td>\n",
       "      <td>0.266803</td>\n",
       "      <td>0.392416</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>10</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.267667</td>\n",
       "      <td>0.391190</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table><p>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-2500\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-2500\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-2500\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-2500\\preprocessor_config.json\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-5000\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-5000\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-5000\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-5000\\preprocessor_config.json\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-7500\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-7500\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-7500\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-7500\\preprocessor_config.json\n",
      "Deleting older checkpoint [DATA\\wav2vec2-xls-r-300m-Russian-small\\checkpoint-2500] due to args.save_total_limit\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-10000\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-10000\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-10000\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-10000\\preprocessor_config.json\n",
      "Deleting older checkpoint [DATA\\wav2vec2-xls-r-300m-Russian-small\\checkpoint-5000] due to args.save_total_limit\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-12500\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-12500\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-12500\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-12500\\preprocessor_config.json\n",
      "Deleting older checkpoint [DATA\\wav2vec2-xls-r-300m-Russian-small\\checkpoint-7500] due to args.save_total_limit\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-15000\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-15000\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-15000\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-15000\\preprocessor_config.json\n",
      "Deleting older checkpoint [DATA\\wav2vec2-xls-r-300m-Russian-small\\checkpoint-10000] due to args.save_total_limit\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-17500\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-17500\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-17500\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-17500\\preprocessor_config.json\n",
      "Deleting older checkpoint [DATA\\wav2vec2-xls-r-300m-Russian-small\\checkpoint-12500] due to args.save_total_limit\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-20000\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-20000\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-20000\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-20000\\preprocessor_config.json\n",
      "Deleting older checkpoint [DATA\\wav2vec2-xls-r-300m-Russian-small\\checkpoint-15000] due to args.save_total_limit\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-22500\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-22500\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-22500\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-22500\\preprocessor_config.json\n",
      "Deleting older checkpoint [DATA\\wav2vec2-xls-r-300m-Russian-small\\checkpoint-17500] due to args.save_total_limit\n",
      "***** Running Evaluation *****\n",
      "  Num examples = 944\n",
      "  Batch size = 4\n",
      "Saving model checkpoint to DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-25000\n",
      "Configuration saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-25000\\config.json\n",
      "Model weights saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-25000\\pytorch_model.bin\n",
      "Feature extractor saved in DATA/wav2vec2-xls-r-300m-Russian-small\\checkpoint-25000\\preprocessor_config.json\n",
      "Deleting older checkpoint [DATA\\wav2vec2-xls-r-300m-Russian-small\\checkpoint-20000] due to args.save_total_limit\n",
      "\n",
      "\n",
      "Training completed. Do not forget to share your model on huggingface.co/models =)\n",
      "\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "TrainOutput(global_step=25000, training_loss=0.3744827801513672, metrics={'train_runtime': 9640.8417, 'train_samples_per_second': 10.373, 'train_steps_per_second': 2.593, 'total_flos': 2.08480066936002e+19, 'train_loss': 0.3744827801513672, 'epoch': 10.0})"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trainer.train()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aa2b220d",
   "metadata": {},
   "source": [
    "# Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "cf3edc30",
   "metadata": {},
   "outputs": [],
   "source": [
    "transformers.logging.set_verbosity_error()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "86a352e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = Wav2Vec2ForCTC.from_pretrained(cfg.output_dir + '/checkpoint-25000').to(device)\n",
    "tokenizer = Wav2Vec2CTCTokenizer.from_pretrained(cfg.model_name)\n",
    "feature_extractor = Wav2Vec2FeatureExtractor(feature_size=1,\n",
    "                                             sampling_rate=cfg.sampling_rate,\n",
    "                                             padding_value=0.0,\n",
    "                                             do_normalize=True,\n",
    "                                             return_attention_mask=True\n",
    "                                            )\n",
    "\n",
    "processor = Wav2Vec2Processor(feature_extractor=feature_extractor, tokenizer=tokenizer)\n",
    "test_ds = Dataset.load_from_disk(cfg.data_dir + 'test_ds')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "230fd82a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 944/944 [01:13<00:00, 12.91it/s]\n"
     ]
    }
   ],
   "source": [
    "final_pred = []\n",
    "true_label = []\n",
    "for i in tqdm(range(test_ds.shape[0])):    \n",
    "    input_dict = processor(test_ds[i][\"input_values\"], return_tensors=\"pt\", padding=True)\n",
    "\n",
    "    logits = model(input_dict.input_values.to(\"cuda\")).logits\n",
    "\n",
    "    pred_ids = torch.argmax(logits, dim=-1)[0]\n",
    "    prediction = processor.decode(pred_ids)\n",
    "    final_pred.append(prediction)\n",
    "    label = processor.decode(test_ds[i][\"labels\"])\n",
    "    true_label.append(label)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "f71c9782",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pred</th>\n",
       "      <th>true</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>деньги та конечно берут расуших предлагают с т...</td>\n",
       "      <td>деньги то конечно берут раз уж их предлагают с...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>согласно ведомственным документом диреевия дол...</td>\n",
       "      <td>согласно ведомственым документам деревья должн...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>нужны станки на которых заключенные будут учит...</td>\n",
       "      <td>нужны станки на которых заключеные будут учить...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>пока не известно когда цем т возобновит работу...</td>\n",
       "      <td>пока неизвестно когда цмт возобновит работу в ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>новый регион навыходных появилось информация ч...</td>\n",
       "      <td>новый регион на выходных появилась информация ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>939</th>\n",
       "      <td>в обращении горов требовал провести проверку и...</td>\n",
       "      <td>в обращени егоров требовал провести проверку и...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>940</th>\n",
       "      <td>пожар в подвали детского приюта хорошево мневн...</td>\n",
       "      <td>пожар в подвале детского приюта хорошево мневн...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>941</th>\n",
       "      <td>но это понятно потому чты они тренировались на...</td>\n",
       "      <td>но это понятно потому что они тренировались на...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>942</th>\n",
       "      <td>порой благодаря сексуальным отношением оказыва...</td>\n",
       "      <td>порой благодаря сексуальным отношениям оказыва...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>943</th>\n",
       "      <td>пока нюуково в россии кроме филипа таких нет</td>\n",
       "      <td>пока ни у кого в роси кроме филипа таких нет</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>944 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                  pred  \\\n",
       "0    деньги та конечно берут расуших предлагают с т...   \n",
       "1    согласно ведомственным документом диреевия дол...   \n",
       "2    нужны станки на которых заключенные будут учит...   \n",
       "3    пока не известно когда цем т возобновит работу...   \n",
       "4    новый регион навыходных появилось информация ч...   \n",
       "..                                                 ...   \n",
       "939  в обращении горов требовал провести проверку и...   \n",
       "940  пожар в подвали детского приюта хорошево мневн...   \n",
       "941  но это понятно потому чты они тренировались на...   \n",
       "942  порой благодаря сексуальным отношением оказыва...   \n",
       "943       пока нюуково в россии кроме филипа таких нет   \n",
       "\n",
       "                                                  true  \n",
       "0    деньги то конечно берут раз уж их предлагают с...  \n",
       "1    согласно ведомственым документам деревья должн...  \n",
       "2    нужны станки на которых заключеные будут учить...  \n",
       "3    пока неизвестно когда цмт возобновит работу в ...  \n",
       "4    новый регион на выходных появилась информация ...  \n",
       "..                                                 ...  \n",
       "939  в обращени егоров требовал провести проверку и...  \n",
       "940  пожар в подвале детского приюта хорошево мневн...  \n",
       "941  но это понятно потому что они тренировались на...  \n",
       "942  порой благодаря сексуальным отношениям оказыва...  \n",
       "943       пока ни у кого в роси кроме филипа таких нет  \n",
       "\n",
       "[944 rows x 2 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d = {'pred':final_pred, 'true':true_label}\n",
    "pd.DataFrame(d)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2349c02",
   "metadata": {},
   "source": [
    "# Distilation wav2vec2"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "zhuk_home",
   "language": "python",
   "name": "zhuk_home"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
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 "nbformat": 4,
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