{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# YOLO to ONNX" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "### init\n", "# !pip install -r https://raw.githubusercontent.com/ultralytics/yolov5/master/requirements.txt\n", "import json\n", "import base64\n", "from io import BytesIO\n", "import os\n", "from datetime import datetime\n", "from glob import glob\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from PIL import Image, ImageDraw, ImageFont\n", "import torch\n", "import torch.onnx\n", "import onnx\n", "import onnxruntime" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "300\n" ] } ], "source": [ "# 推論用画像\n", "paths = sorted(glob('mask_data/test_answer/images/*.png'))\n", "print(len(paths))\n", "# 画像の読み込み\n", "imgs = []\n", "for p in paths:\n", " img = Image.open(p)\n", " imgs.append(img)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prediction with PyTorch" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Size (MB): 14.465205\n" ] } ], "source": [ "# モデルサイズ確認\n", "print('Size (MB):', os.path.getsize('yolov5_best.pt')/1e6)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Using cache found in /Users/taichinakabeppu/.cache/torch/hub/ultralytics_yolov5_master\n", "YOLOv5 🚀 2022-4-28 torch 1.9.0 CPU\n", "\n", "Fusing layers... \n", "[W NNPACK.cpp:79] Could not initialize NNPACK! Reason: Unsupported hardware.\n", "Model summary: 213 layers, 7018216 parameters, 0 gradients, 15.8 GFLOPs\n", "Adding AutoShape... \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "True\n" ] } ], "source": [ "# 学習済みモデルの読み込み\n", "model = torch.hub.load('ultralytics/yolov5', 'custom', path='yolov5_best.pt', device='cpu')\n", "print(model.training)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Runtime = 0:03:01.582600\n" ] } ], "source": [ "# 推論\n", "start = datetime.now()\n", "model.eval()\n", "with torch.no_grad():\n", " # バッチ処理\n", " results = model(imgs)\n", "end = datetime.now()\n", "# 所要時間\n", "print('Runtime =', end-start)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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filexminyminxmaxymaxconfidenceclass
0maksssksksss500.png1102302113690.959684with_mask
1maksssksksss501.png354644001320.948252with_mask
2maksssksksss501.png45371171260.948185with_mask
3maksssksksss501.png301513491170.945372with_mask
4maksssksksss501.png164472191230.943369with_mask
........................
1422maksssksksss799.png862391312840.914433with_mask
1423maksssksksss799.png306446800.914345with_mask
1424maksssksksss799.png3172483332650.897670with_mask
1425maksssksksss799.png3402483652740.892757with_mask
1426maksssksksss799.png3042093242300.858823with_mask
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1427 rows × 7 columns

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" ], "text/plain": [ " file xmin ymin xmax ymax confidence class\n", "0 maksssksksss500.png 110 230 211 369 0.959684 with_mask\n", "1 maksssksksss501.png 354 64 400 132 0.948252 with_mask\n", "2 maksssksksss501.png 45 37 117 126 0.948185 with_mask\n", "3 maksssksksss501.png 301 51 349 117 0.945372 with_mask\n", "4 maksssksksss501.png 164 47 219 123 0.943369 with_mask\n", "... ... ... ... ... ... ... ...\n", "1422 maksssksksss799.png 86 239 131 284 0.914433 with_mask\n", "1423 maksssksksss799.png 30 64 46 80 0.914345 with_mask\n", "1424 maksssksksss799.png 317 248 333 265 0.897670 with_mask\n", "1425 maksssksksss799.png 340 248 365 274 0.892757 with_mask\n", "1426 maksssksksss799.png 304 209 324 230 0.858823 with_mask\n", "\n", "[1427 rows x 7 columns]" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 結果格納\n", "results_df = pd.DataFrame()\n", "for p, n in zip(paths, range(len(results))):\n", " df_ = results.pandas().xyxy[n]\n", " p = p.replace('mask_data/test_answer/images/', '')\n", " df_.insert(0, 'file', p)\n", " results_df = pd.concat([results_df, df_])\n", "results_df['xmin'] = results_df['xmin'].astype('int')\n", "results_df['ymin'] = results_df['ymin'].astype('int')\n", "results_df['xmax'] = results_df['xmax'].astype('int')\n", "results_df['ymax'] = results_df['ymax'].astype('int')\n", "results_df = results_df.drop('class', axis=1).rename(columns={'name': 'class'}).reset_index(drop=True)\n", "results_df" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [], "source": [ "# %%capture\n", "# !if [ ! -d fonts ]; then mkdir fonts & cd fonts & wget https://noto-website-2.storage.googleapis.com/pkgs/NotoSansCJKjp-hinted.zip & unzip NotoSansCJKjp-hinted.zip & cd .. ;fi" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def visualize_results(results, image_path, threshold=0.4):\n", " image= Image.open(image_path)\n", " class_names = ['with_mask', 'mask_weared_incorrect', 'without_mask']\n", " cmap = plt.cm.get_cmap('hsv', len(class_names) + 1)\n", "\n", " prediction = results.numpy()\n", " boxes = []\n", " labels = []\n", " for pred in prediction:\n", " confidence = pred[4]\n", " if confidence >= threshold:\n", " boxes.append(pred[:4])\n", " labels.append(pred[-1].astype('int'))\n", "\n", " draw = ImageDraw.Draw(image)\n", " font = ImageFont.truetype('fonts/NotoSansCJKjp-Bold.otf', 10)\n", " for box, label in zip(boxes, labels):\n", " color = cmap(label, bytes=True)\n", " # box\n", " draw.rectangle(box, outline=color)\n", " # label\n", " text = class_names[label]\n", " w, h = font.getsize(text)\n", " draw.rectangle([box[0], box[1], box[0]+w, box[1]+h], fill=color)\n", " draw.text((box[0], box[1]), text, font=font, fill='white')\n", "\n", " return image" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "n = 2\n", "visualize_results(results.xyxy[n], paths[n])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Export ONNX" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Using cache found in /Users/taichinakabeppu/.cache/torch/hub/ultralytics_yolov5_master\n", "YOLOv5 🚀 2022-4-28 torch 1.9.0 CPU\n", "\n", "Fusing layers... \n", "Model summary: 213 layers, 7018216 parameters, 0 gradients, 15.8 GFLOPs\n", "Adding AutoShape... \n" ] } ], "source": [ "# 学習済みモデルの読み込み\n", "model = torch.hub.load('ultralytics/yolov5', 'custom', path='yolov5_best.pt', device='cpu')" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# ONNX 変換\n", "def Export_ONNX(model):\n", " model.eval()\n", " dummy_input = torch.randn(1, 3, 640, 640, requires_grad=True)\n", " # Export the model\n", " torch.onnx.export(\n", " model, # model being run \n", " dummy_input, # model input (or a tuple for multiple inputs) \n", " \"yolo.onnx\", # where to save the model\n", " verbose=False,\n", " export_params=True, # store the trained parameter weights inside the model file \n", " opset_version=11, # the ONNX version to export the model to \n", " do_constant_folding=True, # whether to execute constant folding for optimization \n", " input_names=['images'], # the model's input names \n", " output_names=['output'], # the model's output names \n", " dynamic_axes={\n", " 'images': {\n", " 0: \"batch_size\",\n", " 2: \"height\",\n", " 3:\"width\"}, # shape(1, 3, 640, 640)\n", " 'output': {0: 'batch'}\n", " }\n", " )\n", " # Checks\n", " model_onnx = onnx.load('yolo.onnx') # load onnx model\n", " onnx.checker.check_model(model_onnx)\n", "\n", " # Metadata\n", " d = {'stride': int(model.stride), 'names': model.names}\n", " for k, v in d.items():\n", " meta = model_onnx.metadata_props.add()\n", " meta.key, meta.value = k, str(v)\n", " onnx.save(model_onnx, 'yolo.onnx')\n", " print(\" \")\n", " print('Model has been converted to ONNX')" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/taichinakabeppu/.cache/torch/hub/ultralytics_yolov5_master/models/yolo.py:62: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!\n", " if self.onnx_dynamic or self.grid[i].shape[2:4] != x[i].shape[2:4]:\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n", "Model has been converted to ONNX\n" ] } ], "source": [ "Export_ONNX(model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prediction with ONNX Model" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Size (MB): 28.142366\n" ] } ], "source": [ "# サイズ確認\n", "print('Size (MB):', os.path.getsize('yolo.onnx')/1e6)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Using cache found in /Users/taichinakabeppu/.cache/torch/hub/ultralytics_yolov5_master\n", "YOLOv5 🚀 2022-4-28 torch 1.9.0 CPU\n", "\n", "Loading yolo.onnx for ONNX Runtime inference...\n", "Adding AutoShape... \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "True\n" ] } ], "source": [ "# ONNX モデル読み込み\n", "onnx_model = torch.hub.load('ultralytics/yolov5', 'custom', path='yolo.onnx', device='cpu')\n", "print(onnx_model.training)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Runtime = 0:02:03.549016\n" ] } ], "source": [ "start = datetime.now()\n", "onnx_model.eval()\n", "with torch.no_grad():\n", " # バッチ処理\n", " results = onnx_model(imgs)\n", "end = datetime.now()\n", "print('Runtime =', end-start)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " file xmin ymin xmax ymax confidence class\n", "0 maksssksksss500.png 110 230 211 369 0.959685 with_mask\n", "1 maksssksksss501.png 354 64 400 132 0.948251 with_mask\n", "2 maksssksksss501.png 45 37 117 126 0.948185 with_mask\n", "3 maksssksksss501.png 301 51 349 117 0.945373 with_mask\n", "4 maksssksksss501.png 164 47 219 123 0.943369 with_mask\n", "... ... ... ... ... ... ... ...\n", "1422 maksssksksss799.png 86 239 131 284 0.914434 with_mask\n", "1423 maksssksksss799.png 30 64 46 80 0.914345 with_mask\n", "1424 maksssksksss799.png 317 248 333 265 0.897670 with_mask\n", "1425 maksssksksss799.png 340 248 365 274 0.892757 with_mask\n", "1426 maksssksksss799.png 304 209 324 230 0.858823 with_mask\n", "\n", "[1427 rows x 7 columns]" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "onnx_results_df = pd.DataFrame()\n", "for p, n in zip(paths, range(len(results))):\n", " df_ = results.pandas().xyxy[n]\n", " p = p.replace('mask_data/test_answer/images/', '')\n", " df_.insert(0, 'file', p)\n", " onnx_results_df = pd.concat([onnx_results_df, df_])\n", "onnx_results_df['xmin'] = onnx_results_df['xmin'].astype('int')\n", "onnx_results_df['ymin'] = onnx_results_df['ymin'].astype('int')\n", "onnx_results_df['xmax'] = onnx_results_df['xmax'].astype('int')\n", "onnx_results_df['ymax'] = onnx_results_df['ymax'].astype('int')\n", "onnx_results_df = onnx_results_df.drop('class', axis=1).rename(columns={'name': 'class'}).reset_index(drop=True)\n", "onnx_results_df" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " file xmin ymin xmax ymax confidence class\n", "0 maksssksksss500.png 110 230 211 369 0.959684 with_mask\n", "1 maksssksksss501.png 354 64 400 132 0.948252 with_mask\n", "2 maksssksksss501.png 45 37 117 126 0.948185 with_mask\n", "3 maksssksksss501.png 301 51 349 117 0.945372 with_mask\n", "4 maksssksksss501.png 164 47 219 123 0.943369 with_mask\n", "... ... ... ... ... ... ... ...\n", "1422 maksssksksss799.png 86 239 131 284 0.914433 with_mask\n", "1423 maksssksksss799.png 30 64 46 80 0.914345 with_mask\n", "1424 maksssksksss799.png 317 248 333 265 0.897670 with_mask\n", "1425 maksssksksss799.png 340 248 365 274 0.892757 with_mask\n", "1426 maksssksksss799.png 304 209 324 230 0.858823 with_mask\n", "\n", "[1427 rows x 7 columns]" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "results_df" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array(['mask_weared_incorrect', 'with_mask', 'without_mask'], dtype=object),\n", " array([ 27, 1175, 225]))" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.unique(onnx_results_df['class'], return_counts=True)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array(['mask_weared_incorrect', 'with_mask', 'without_mask'], dtype=object),\n", " array([ 27, 1175, 225]))" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.unique(results_df['class'], return_counts=True)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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qRGtNnhUIYc/feDymKAqGwyFxHBOEEdLzMAYw2GcjJUIY9/2M+3MPKe1nKKUEoCxLjDEYY39WluV4HJxVP/CZm5tDV/ZZ2Psg0EZjtHFnR1JVhiiOaLda5GVJlmfEcYTWFQJBmqVEUWTvhtYIKZlOE6bTCYGv8IMAXVX2rAPT6ZQg8MmynDiKaXc6aF1RX6vA98mLgqIo0FWF9Dw8zwMMZVmBMQj3HjGGoiybv7d3U2C0ts8dmmcgpcDzFFEUEYYhs9kMpRTGGNLZjDRJUb4ijmOiMKKsSnRZ4XkeRVkiPUkrbuF5HlmekWUZURjZe5tl+IFPp92hrEp2d3bwg4AwDNGVxmDwVUBZVU3cAcPuzi5JmuBJ+2yEtHfNfrYHvypdUZYlVVlhpI1LnvRAiCYe1Z+f/af2a4SQuN8iEBjAaI3Ecz9LYKS2sUqDFJKyqgDwpIdUkrIqKYqiiSOe9OzdAIqisC9QShvphABtz1d9xu058jBGgJEg3Jms4xFgpLH/qw1VVSGMQQobe7WQGKObOIox7l6CMRopBUYbhJAYDp6dMcZdj1v+VwiEFEgh3WvVzb/Rlca4UGeMQfzuxz5sdnZ2SJIUT3ruQRviKGoOZRAEbG1skGc57XabIAjwPA/PVweX1T14KQVhGCIQlFXlAm7hgqVoEojyPLQxaF1RlRVC2hfbjlv4SnH27MvMz8+zuLhEnucusUGRF6RZyvb2NmtrqywtLVIUBZubG0wmE2azGVEUcerUKaIoJssz9nb3GO0P8X2fk3feRhxF7O7uMhyOaLVi+3qFsAHGPVjPBRuQzeGTUpIkCWma0u11XMpU9gC6T1kg2Nvf4+bNm/S6PcIwQCkfrTXr6+sAHDlyxAZ1XaEre7HyvCDLcvI8AwMbGxvcuHED3/eZn5/HGJucPc9DKeUOq8T3febm5+i0O0wmE65du0Z/0Gd+ft4mLuW5RFZQVTZYpGnC5uYmeZbTHww4cuQwURSzt7vH1vYWg8Eci4uLTdIpi4I0y+h1uyiluHTpEu1Om7vuuosoipvLB4I4jgjDiBvr62xtb5NnGStLy4RhSJIkZFnGcDSi0+vgSY/JeIwUEj8IGPQHKOVTVQVFWaCU515DxWyaUhQFV65cYTgc0m63OXfuHAuLC/R6fYIobs6hp+xl9Dx3mWwKQSkPKe33FMLesbIoqKqKsqpIk4TJZELoB6RpSpIkLCwscPLkSbIsa85unTzqhKKUQiCJ2y0WFxdJ85wkmdHrdamqklbcIs0yJuMxZWWDbb/fZ3d3j8l4gkHT6XRotWzgtQEFwjDi8uUrtNttjh49RuFeq5SSsijY299vznvgArGUgjwvMMY0ZyXPM6rKvtY6efm+whiYTafMZjMXzLDnX0Cr1SaOI9I0IwxDgiAgTRKGe/tEcUyn2yEMQvIsYzab0e122d/fZzqdcvqu08RxzJXLVyjKgkOHDmG0YWd3hzRJCaOQLM2YJTNWV1fpdrokaYLRhrn5eUbDMdpolCfRWnPh4gU2NzdptVoEfgDioJg02iCkDWxFUTBLZvbzdffX8+xZkC4gckvyEELguUJLCIknJZ6yhYjRpgnGQkiEEmRZCho8qSgrm6iU8kAKysomc9+3sTH0fcIwxGjDZDKx90N41AeyynNXpBnKqmgSm9ESlybAGCpsApFSgrT/XFe6SSDCvQ+NwGAwlX0mdbyyvzTSk00CAXuGhUugdVzWlbaxTgg838YNiWiKC/uzACnsazQGlZcFyleQ4C5XCcaQFwWyqpBC4HkSFQTsDYdUaNqmje/7SF26D8cmEXtoJVX9Qmw+oyxLdFUhhETrChBUSoExaKNtp6PtxUjzjKLIWV1dQ/mK0XjEZDKh027jeR5lVWG0rQYuX76M9ATz8/P0ej3SLKPd6ZBnGdvb2/QHfbqdDv1+jzxLqaqK6XSCwBBFIcOhZjqdYIzGUwpZ2ofJLV2STSSey9geZZmTpjP8wMOTEukZXBJvAkwUhURhwLVrV6m7sizPCYOA2267DWMqtDYURUFRVuRZbv/bBYgizwnCgHanzXB/n/HEZzAYMBqNEEC/30friiRNEIDybYcTxRG9Xpe9vT172YIAU9ikUbpK3hhDmqQICb1+lyBQJOmMKIybQCSEsBVlnlPpCgTMzQ0wxrC9s4OQgqWlJXzfR1cVRVm61+GTphlbW1vcvHmThYUFdKvFmRfPMDc3R6vVspeiKsnzAigYjYYMhyOU57GyukaW5VRVgZCCqiwpigyALCvZ2NhgY2OD48ePU5aFPTtVRaW17fRcF6KNQEpNVdF0kwB5nqG1aQKFwCbx0r2eSlekWYYUgrIqKV0nMUtmaJd86w5G39I51wWGyj2KPHPJuiRLU/IidwWJYpbM8H2FEIo0TZBSsLq2ChhmsxlhEFCUJb7vE8cBOzu7LtBrijwnzVKMMWRZzsbGhr2DrrvMspSyKEDYnyUELgHb7xdFng08WuP7Pmma2kKx1QIBWZaTZSmFK/pms4QkmZGmGb1el7W1NeIwYmFxwRZyZcH+/j4vv/QSWmuOHj3KU089xc7ODptbmywu2sLu0KFDVJUtEuM4pshzrl+/TlEU9Pt9ijxnMp2Q5xm+b5NUUdjPqRS228jzg/uR5znGGJSnbHFTlk3xZowhSRKqShPGIcbYYsHzKpRSaKEB4e60sM+1rPA8hTEVlRD4BLbg0BpB3cFp0LbDNpWmQlNWJVII8lyDNA6JqX+eh9bavRZbQGujQUh7FgVURW47uxq2wKICRhts/Hfds5RNsVN3AtoVVbgkR51AjEG4YH9r0dt0Ii75ILBFe4Nk2C6mfi226bDxWwPog+5Uel6TSAwCZX+4/aBsyx6gq9K23kJghE0Avu8jpaAoSlupeNIGTlcZ1y+4KAs8VeErZd+YPoBBPA+MEa6lshexrvbr9ryqKvA8BnMDF1BLDJqiLIhaEVVaIaVHr9dje3uTa1ev4vs+/V6XIPCZTCaMx2OyLMXoLkJAux2hF+ZIswzjXk8YhvT7ffb290mShMh1XHmWUVbu9WMfZKfTIQhCe8i0/fCG+/vEcUSr7aqI0gacIAjwlGJpaYlut+ugG1sRdtptgjBsEo0Qtm+rKwzpSTwj0cpDKY/BwCaKPM9I04T5hTl2d3aZTCfMz8+TJAlFkZMXGdPZBCm79Po9tNFsbW3S7/cRyl4YXWnXjtsAHviBTfouePW7AxtA05TBYIAnBUHoY4zfdGObmxtMxiN6/T7Hjh11AaHAd0ld+T57e7tcuHCRhYUFwjDAaMPtt5/g3PlzXLo8ZmlxiW6vRxSHVGVFt9slz3Om0yk31tfts5H2zKXpDCEEvu8zmc7Y2d0mbsW0WnFzUT2l8FUNJxrXCt0CbRiQnqvujAYO2nHPU1AJB7GWCAS+spW5dBBmDV2VlYUZAz9oEofvIIq6U9PG4CkPqe3vPeUhK+mgFEEQBASB31zwMAyaAsMGM3d+PMlwNGKWzGi1Ynw/QHq2oCnLwnUnPkr5TfdcVZU9P+6zCsOwgY3m5ubQWpNWFnpMkhlbW1sopej3+/R6PYoiZziE2WxKu93GGG3vnrvX0+mE8WhEUeT4fkAQhuzs7uCHAZ4Q3Lx5g8H8HEEUsru/y+qhNY4cO0o7jlG+cgXbkJXVFRBw7do1e+6VhWvsWdQNHOwp0XR5GBsjauim6QTdXb4V0qorcttxSfe523Mhhe02lGehKa0NGI2vlC1yXSyrz40nbbA3LoB6noc2ooEubYB2yIO0BXgNV9kuxiIGfuCTZRZZQLqg7nlUWiME33SOjJRQ2uAtpUD6Pr7yqHRFUeb2c3bFLU3AdwnAgEQ2cL/BOCjbdZamsuiY66jqZ10X/0LbxCA9D9NkrYMr5fs+0iFHnnv9ylfKVvRApTXZNKMsc9uGhXYGkGUZ0rNYos2k3JI33fdvcHCHtRtjH4wxSE82OKrGQll10qgznW2hdYMlZnHctE8CwXA4pNvt2nY3SWi1Iubn59nd22Vj4wZR6NNutwjCACFwVUvG/nDXYpaumk3ThFmS4vs+SikwglmaMp3OmpmFMdjgZwzD4Yh+v0+320NrQ6XLBq8txhOywqCUz3QyYTKZsLi4SBiGTaXUHwya51MnzPqw3BrlhLCzgLqiVEoRBAGdTofpdEpRFkzGE3zfZzQa0W63bVWlNbrSFhoIQuI4ptvtkqYps9mMuB3ZoOJJlOeR53mDMXvKI44iPKW4vr7OZGLhJOV5JGmKUoowtIlmNpuxvz8kiiKMMVy+fIX5+XkLafo+aVmwub7FtWtX6Xa6zM3Nkec5uqqI4og777iTF196kcuXL3Po8GEWFhfwYkUrCmm1YobDEaPhiCzPbVLM0wZqStOE7e1dBIJBv988P+V5TfIQ4uAiNZixMQ20VkMWNjHIJrjIBhMXzcWoL07duWita2T5lk/Mds+4IqosC3RV2r+5paBqt9v2PrgiYTweEQaRq1Y1pasE8yzHGDvbEEIQBIrlpSWCMCRNUiaTKVVZuo6+otVqU5YWLfCUsoHKnWl71guSJGFnZ4fJZIKUkna7fdA1FgVbW5ukacLhQ4fxA59er9cE5zwv6XQ6TYJK04wiz8nSFOlJ2t0uyyvLnDhxG0YblOdRVBVnz54lz3PCMLTfr6qaZ/TEE0/Q6/U4evQo2tgOvE54nidc92W7J+0+u6q0HbAUsgmKQgj753XccXWDrrSruHEzrQrfV+7raKAqO+M4mL9Sf/YukNbFiTEaox2y4EFVlVSlJgpDEIIszWxxX6M0nktEukKDu0v2jkopqXSdWeyZ1FXlCvc6GdkZiJau2/XsHKXSpb1LpsLUacN9jxpyP4jE9n0qqVyXbOx7kPU/cRC9snB9PScrSzuHoU6iNfwnpOtAbPdW/zRtbNGjvMDH8xWeklSlpsb8y7LE8yRgD2UURiwuLLC5tUWR58RR1GR+4x6+zWa2Eu90Ok2rXOOLRVnaf6NpAmx9SY0BD4Ep7YHTZYlUylZcwmbz9fV1brv9BO1ul+l0gh+EDPoDxqMxG5tbHDl8BCklcRzTarUOAqzWeJ6PlBWT8T4AicN9axy0cu85jEI33IcgiGm1NEVRUlaF+7A0QoLvqaYKyLOU4XCf6SwharXIsqzpRqqqYjQaWYgpir7p0tRVTB34bk3LNXwWhmFTSSwtLjGbzUiShOl0ivIVVWkDtNaavLCJ3/M8i0kP92l14uag+IEizRJ8X7nZlk+r3SaKIkbDMePxhNXVFYeHVgj/gAyxtbXFdDrlttuOMz8/T1EUXL50yQZy30c46OT48dtcAs2YzRI8aROS7/u88hWvJMsykjSxwc9V8XHcIopjer2efV6TCclsRprMGI9HGFMwP7/AwsKCxffd51PDBvX8rG77hUsSxhUm2iVMELcMlu3vpech3WsR7jnVXapxEKtAIJW0cF59VV1la7ShcgNRO5AWDqbVBIEiyzJG4xG6spCG5ykLbWhj4UKg5QL7dDold+cD4yGkR5bmzGYJOzu7Fr4c9MEVVkoplEsavq8oy4okmWG0JgwjdFWSpynfeOEFlleWec1rXkPgCBdra2tIIZhMp+zs7NDt9YjjmMXFBdI0YzQc0h/0icLQwsbGEIUhSik7MyrsDCAMQ+LYwqXXrl6l1+2CMWxtbHBodZU0SXn8iceJ45hkNuPK5ctcuXKFwWCAPzdng5lL2lVlXEF5AA1KIZtuGUB5CgSUhQ14dmZh8ftSlwcdg0sYVaVRDq6UQjaEEAvF2EIgyzJH/vGa12KMIddlc9Z8l/C1rizByBhKXeAJhXSD77rD1xq0xKIqJS7BKqCiMhpjRFPgNO9TSmxtbhBUrtOwIFKRFw56Es1rBty9Frd0Y7aDMbh4XNnXYGez3jfNnY2WSBfD6uds23WXRIydpwgl7VVxr7NJtG4OpTxP0mrFFHmGqXJKl2mkSzU2e9oZwNxgjtFwRDJLiKMYz3UVQgiUa9+DMGwYQLdetNLh5O7dNNBEMxh0AaBuM+uWz/MUvq+JoojhaMT58+c5fvw2FheXSNMZyXQKwM72NslsRhy38Dzphop2gJ3nGZXWSCHpdPv4voVlbBCz7WdVWgZOFEZ2VmMqfBXgK5+94S4YTdzuNoHAD+xl8jxb4RgMxc1NAve96xYvmU6b7F5XhL1ej3a7TVEUTbtdFOUt7XZdYpjmPydjy+w6fcoOKC9fvuwq1YAiL5rvp7WxLLRej8lkQlFY9o0vJdPJFKMNvW7HDZkVaZqyubHJ7u6+gzP6aG3hFM89H+Mu3aG1NXq9PlEU0+l0mZuzw/3JZMJoOOT2kycJXIc0A4Kg5NZfQRCgjWZ3bw8/sEP1aVnSbrdpt9rEUYwQgsXlJUsoSC1EZwfLmqvXrrG/v89gMIcoyibR0kBX38y0qZ9ldQt7qi7YtDEIxw4Uoh6WHpxZbdyA3FP4DnZSnmq6jvrSYmywE/9/CoJKV0xnU8bjMXEUcfTYUQLfEjiSJKUsC0DQMoZer+u6X83e/j5Xr14mDCPi2BYAnU6n6QTyPGcwGBBFoS3OPElRlIzHY4LAp9NuM51M2dvdo9/v8+BrXkOSZUjpEcdRM1xeO7TGxsaGfS8OOahJM4tLtpO2d7dy8xVRZ0/LdqoqlPLxfZ/xeMRwf5/l5SXSJGU4HHLmzBmKoqDVarG8vMwDDzzAlStXWF9fZ2VlhcXFRaLQvp40yxvk0RyU2ICtjis3I62DXcMydLGpxJ6HLM1c5+o1Z7f+bkXp5oBa4zsUpIZ76p9rA6446CKFHTQXZYHWFiYEKIq8YWIZPHRuGYYILLIBZHmO1hWhsnCjLwS6yDFGuy5ZNCMAW3jY12FJHbbbrBLTwHT1c6nfg5AeAmmZZvIArqtjMtKAvmW2IQUetmDWjq3oSengPjvTEIARAlNpEAfjibpgqRESS7BSKPtmjK1gihJk2bRlUh5AT2ma2sMVhkxnM7I8J6orNteO4h6KJyVZkpHhWjxjL6xSHrK+vC571knKtoymyahFXriD4tkID/i+x87ONkVRcPqu08z1+3TbbYLAZ3vHa7DkNCvZ3dsjjmM8T9Hv92i3O5Rlhc5yjBGEUQtf2yGs8Ax5XlAUGikUoR9SGntAgiikVbQZjUdEUcvSlw0oL8RXPsZUgKHX6bIXDEmThP6gj+cFTKdTSscm6nYt5Xg0GgEQhqFrdzVRFDMeT1yiAYR9DkHgW6hEa2azGTs7OwyHQ/qDAYPRkP39/QNo0LX3lUtwURTR6XYZDodufgPDocXV2+02cdzCVz5VpRmNJoRh0MBvSZIgXdsdBIF9XZ7HwuJi0z0FgY8nLXVzMhmTFwWXL19mbW0V5fu0hHD0TAs1CWFhyPPnz+MHAfMLCxRFwc7ODltbW3S7XYuzKh/P98nzHHRl51rjCVvbW1y+fJk4btvOWNjjbqmpB78a+IqDpFI33t/c6ZmmouKWSu5/TD51B1sz3uqBqME4VktdFtlkc2syqV/f3Nwce7u7nD93jmPHTtDtdvF9v/msbmVMTadTJuMxylNNB4vrKAGSJGFjY8OSEuJWU2hVZcne3h7dTodWFLO7u8va2hrGGKbTKaPRiOeff56FhQV6vR6+75OlGWmaAYKFVosoCm0wAXq9/i00X+G6HN/OCqVgPLbkkzRN0VozmUwYDAa04hbKUywvLzNLZiwtLbG8vGzhNV+xurrK2toKcdxCG43n2Y7Nnv2D517XUdroBhaXQmIcNTsIAipdWdKPkPZ1uo/XU6qhmrqUfssJOTgZt1bzRmuKIkc42KkOmvXAHfdZSyEpdUVR2Ltb1TCQmxUr396LvMhdgSGaWTECB8vjgr+9t9pOoZtZi9baQXS2HxGy5oPVdPMKYzSe6xpqFKU+r81bdgwrabMHRkhMVTb3QGvL8tLGOObXrWSgg6H7AQVagpBkeYanHCNUoPGVRxyHblio7RC9qshzS0urWxrP4aij0chyupWi1+mglMdsNqMoyoYGKBxuaWcrtnrQbviktbGsIAxGGPdGXaVblSgpHS1P2INWVQgXdLu9DsPRPk899SRHDh9mbWUZpRSdboe41aLb7eF5ijwrKKuC7e1tNra26HY6DObmEJ4kzXO8LCWMInxfIWWFEIYyt0nMDwIkAlFY8sDCwjzrN2bs7GxZ7UNguxrP81DeAbQx6Pe5cfMGvq+Yn59HYAelURQRhCGe9BgMBqRpajukKGI2nSKlZDA3x3Q6sVVpmgK2++p2Alpxi6qqGA6H3Lhxg+O3HWd5admyUrK6Qq+QxlYhk+kUYwy9bpfJdEqWZRbzr599aYN6t9ujLEqSWcLq6iqhm29YWnGO54b5QtjhsnQDSPvfNnlcuHCB6XTK4cOHmU4nPP/8CwwGAxYXF4iiGKM1ZVmwfn2dc+fOEQQByysWJovj2M6xdnfZ3NrEVxaOmaWprRIdiyiZJWzvbGOMod1pNQG9xv2llAesKHf+LL1Tuu5ZOrxWNUGpYcNUFRp9ix7IslLqAa5Bu4rRBi9PSUxxgJNLaTUAFsKqXIV80OnUieHQ4cPMZjO2t7cJ3DByMJhrKs4iLw6YeFrTH8zZc5bl+EFgYRRfEUcR/X6fIPCb5FcPf7XWxK0WUkrm5uaYzqb2mfo+iwsLDEcjm5iBLMtQvs/qygrT2YyiKIjjGN+3ZynPczwpiaOo0YpYoouiZuRUlWA6ndqZZBwjQ9F8HvPz88yLefr9AYEjUyRpQl4W9Lsd+xlVGi0c3V9XeF7wTaykOtfXsGSNXAjpdApIqlvgqtJpFDzluZDMN8Gb9vP1EeD0NgIprDZGU58ZQ6Vr7Rp4LggrN0uxkD14viISNPCeHYQLjBFMp7MGivR9ha7nZZoGEjXaoF3Y1gaEq/Dr6l44lpcULnloG9QbhmvdOZW2eCmd1iNwZyVL02YgLqVHk1eEe2+iZiFajVBNKjFuHqs8ryGOWLQoQBuXUBBUlQFhUFIIwihAawd1KIVWityxT9I0RbZi+3Cd/iOOY8rCcvXzPEdrddAGimZag3SYooVqbAYz2r5RbUwDPdh2VLoLqEHYoS+3YNFC2oFOHEeAYGdnhzNnXmB7c4OlpSXmF+cIw8C14pYx0O7YSvvq1askScJoaPUH40lKlqcsLi7QarURukCYCqUkSZISFAGttmW/2ItjZzrJbMJsNmFubp6trW1GoyGrKysNg6MWV21tbREEvsNffbq9HlrbKqfb7ZJmGWma0uv16Ha7aHdgO+0OWZZY+udsRrvXIo5jWym4g5PlGUVREEUR99x9DxcvXmygsCaAcsCc63a6bO9s20pTGObm5mi320RhhNGG/eGQdqdDv98nL4pmxpI7LUOeF/R6XcIoIssyOl0Lpezt7XHjxjplWXHkyBFXnS4ihBWBXr9+Dd+3GH8ym+H7Pqurq6ysrJCkSTMgr6GMyXSCFJI0S5nNEtv+lyXD4R5lWdJux8zNLbhutzxo02+pmm79ZTBIl4RrFo5xlWZ9SRpc12kJaujx1npVuQF1TXqo9Ts4CKSeg4DVKB3g0fUQ13YtNDgzDEejBqFstVuUZcHm1hZpmjZQQRzHgKPZYvHuuiJeWJi3Qr0sa6BYbTTz8/NEDkJO05T9/f1mcO4pW/3XZ8WKHO3P8t29tjoGn1pYi6BJSNPphNFo2MAdQkjm5iyhYTQa2Q7jliQshKVCj8djgtwWp1tbW8RRZGeTxiDdc7WiUfuZCSmpMHi3nOdKV01BarutCiNtUC6rEk8qO+/Iy4bWK6RE+n5Tmdf3JwzDBhI9ENPhoCnRDOWFw/grx0a1HcMBnFsXKEp8s2DR0sG1nU8p5QTZFaXWSHtQXXg0TndnCxStNVmVo5RNOrjPGkce0EYjTA1R6Qa6qyEeex8c29IlPG3s/MOeR+HmQLhOzzENhYf2aj2T15BTpLAdU/0abaFUx2LRdEKqbt39ICQISsrSkGcZcSu2L9ZloDoZgO0EptMpURy5IbljA7hKoYYB6gvk+8oNph2mKDxMlWGERqoAzzjBoh9TmhIfgSd9Up0xrXJ0lkBV4LlA3W+38JTPeHeLGzeuQQD9pSW0AuP5pPmU0ItRuYcuCgbtFqIqSJMZnu+zsLTA3v4Q7SmUFIxHOWmeEweK3DNMZlNE7BMKSZalbI/2ICtoddoo32c8nhK1Oly6cIn9/RFHjh0iUF38UHPoyBrXrq+TFnZOG0SWETHLMjAazwsJog6T6YRWO6Lb7lFi2Lu5yThLGfT6zM3Nk2cZnieJwoBKG+bme4Shz/bWiCzJ7GUVEXfffRfr65sMR1ugpU1U0pJVKwPtVhtdasbjXXvoPZC6pEgzCpGjpMfK8hJBpMjzGXkypSxycPz7NJ3hKdsqT6cT1m+sM5tOmU5ntNstjh8/hud5pGmG5yrftdVVZkmC0ZrtnW0WFxcZzM2B0UwmUybTGZ6XMR6P2d/fx/cD5ufmLN4/9YhbLQsBlCX9fpeyyBGOQn7t2nULMQHaWIq3MMIOIBvhFM5lQDQlY03jLavKXiDppK+u+tOl5fgrKa3w1Vj2IEY0CauGC2vSSN0112LaKI6awah01WhV2uAwmk6ZJVPa7S6dbgspFEVZUpQlWZoxHO4TBIGbz1lldOiU65PJxGpeCk2SJoRBeAt7UTrCi6LTCZjNZkjPY+jo1pa0kCKkdPCpcZ2GjzHadtJOQFwUNoBZyMoq5vM8tyy7JGV3Z5cgDImiiFYrJo4jptMpe3t7zGYzWxxkmZ09Bj6T/SmPPfYY7XaHo0cOY7Sm0553n49sCkPK8oDVhkFg8f1G/GhqvYMr16WgMnWnAKKqZ1yymRUYI0BLjCcp0XhVhao8RABUTi+hDQbl4FCaWZgR2NmBlhS5g64c5bYWPtciUikERtjhNNqgK1zycK8FjSl1kxxxg/1A2tlRlmeImv4rDFLZgI2yX2scRd4dVduVGA8hPITnoaQtkjSuQIdG72OBKVc8mcoVIlZeURQVlS7wfXtW6/mdxmBc1yUMFiHCQwuJVK6IEZY0Y7VXss46CqV8y4d3baLv+RSuWg7DiDRNCMPQKXolZVkR+BpRc4OlaGhzxtBUIlJIkAdtttYaLSVSSSaXLrH1xa+TmoJQKLQAYcDzfI688m68pUW2zl9g44mniB0XfHFlhZWHH6Lf7zM3aDO9ucdO+hzTVsz8scN48wOGz5/jqx//faSBtCxYXVtj4bveyWy0hzfcpzuakWzs0b7tGNNywiDu88pXP4QC8mSCCTtoA0mZcUeWEgY+gYooJRRpRqA87rnvlUz2d1i/fAERaCbplGycctuJw7z6/tdSZSW+qMCTXN/c4OLFSyAVc90W5y+vo/BoH2kzycZMc+h35onbIS0pGI2HpFlKu9MmjDuo0COMQ/A89ve3ET6UGqIyoDeI8fxl0llKVaVOiCQoipROJ0J6bTfr2EXr0iZxzx4WL1D4Ycc+dCnxfJ8ktXYm0+mUNM3xvNQOzJTPZDxlcXGRlRW/mY/MZo4VphTtdouyUrRaLXa2tzHGCh+nU8usGu4PQQjCKCLPbeA0BjY3NwmDgEprJ2aEIFDosiIvcnZ3drh5c4MoihgM5pBCN/MhSzF38w933qxOyRx0DkgXJNzX4IbfruK8FQZqRFjiQKtUd3VSyIPqzyWqugs4cHKw0JWlhdsqcDaboXxri+L7gaWAZjbolaXt/MIwJIpCwOAHygUiz8HJOeCCTxhaSmlVNQQXz+mytDHcvHnTQsBlSeJmFEpZ+Es5ZmRVW8ooRRy3KMuS6XTmoDLfzZmsUj/LMs6eO0dVlcw50aqlnMLe3j5pmtBut51OrGBjY4OyLJlMJqyurlk4a65PVRYN+hD6vlXlS0kpBIGw0DWmQtcDCuq5vXHQlsXspYPQlLFJ2sJTFk72hIWvKCoyVSByQyg9hK9QwnYRzWcqZdMJWsirQiAbKvBBh+JYfwY84dHqRORFTpblTffbECqEm6uYAzFfPRvWrvuotRelGxVEceyYY9q9Pk1lrEjSOJsYz1Mus0kQXg3yUFZW26RNBVq6c1A1ujrbgbn3KVxhYHOd1Tg56YRnpLNasaFACAtzJknKZDYlzwumkzFBEBKGocsDCmWMZU/VDBDPk1YRmiakSUpVWlGd7/tkWenwc+uVU1W2I/CE5TArh43XLAMprIWGvZQ0H0ZVVYjKIAyc/9wjvP7EPXTuOIYQ4HsRYay4cuEMz/7+J+muLJPOMv7a3/yfuedb38XG9S0+/o9/gYt/8GlCYxiXY2IVIU/fyTQpuPxf/oBX/ND7ufCVr/Gmt72H29/zdm5ePMtn/7dfpnx8ja3nn2FgfDoL8+zdvMlZ3+eVP/m3eeDB1/Hcf/o9nv2vf8jKbSd5xfe+l7Of+jzK99w506jSo/Dsh9JWHpUxLL/1rQyWV7l0+SqzJOX203fy0N338eVf/CW2n36CqoLX//2/T/9tb6I/yjhy4iiREhy7/QTPvvgcN7c2MR702pKVpbbTEBmW5+fY2tqkSGbcuHaT4XAXEPh+iPJhOkrxugGlyOm25xChwOSSm1s32Fi/4Zg689x93wP0uz26cYf16zkXzl3hhtwmjBWHj9xGt9+hHYUYYamMwvNZXV1jeXGJyXRMlmUsLi4ipcfu7g6z6ZTlu++m2+2SOcV/VVYWXoxiojC2GoTJjJdfepmTt58kDELSJCNLc6Io5tChQ3i+Yne3y2Q4Ii9y9vf3Ge0PqcWr1kPJilrTNGVjcxMhhJsb1MypW1lrHHS/tTebqe1GHEXRwVb2ILovqW89YJwXGYamTbfCM9XMOOrZSw291MGgqpxewQ3PbfIpAE0cRbRalogh8Aj8kOlk5rr0sgloWlcsLMwxHo/BsXJqSCTwQju3cDh5/U601tZ/q7A6Es/zHE3VQic1GoALnJ4TD9bw9AFCoJlOJgz39+kPBsRx7OC4ihs3bjIcDllaWmoICWVp4SlbVEaNzUjlVQ3JYnl5mcGgT1mUzNycREhhX5+wn0/tp4eI8LwQg4fRB/CVEXaQbIO4QGhXHSOtP5UHGG1Zoxp0ZcAISlEReYrTS4eIZoZL4z3KqLbxqEBKS+jR1iFDerbIqFlWDYvJHDy/+qyUVUVZWuZo1ZAsBBjhKL718Tronm7VgQnEgUK9qoiiyPKEzMHXeMIKvKM4bs6sTZY2wmtjP9tCa0sswHbheE6QiZ1XKhU0Zynwrb2PNuBp2UCvnptzYgwSwWwy4eqVy9zc2GB3d4/R2DoFlFXRzPRqRpyqg7pVyRbkeeVw4NofpSJ3NLJbjf2iKGI4HFrGjmghfOkOfN7AWYW2jC7hoC8LPdhDo0VFOctoTXJOf+B7iI8fp9WOkCYmmg8Z/qff5Fs+9D/z4F//EGVpGCwuIHsRt5+8nR//+CcQvuLKV/6C3/yRH+WVf+Vb+cHf/jBFCf/l5/8Xnv/In1LcvMzJv/tz9E/fxebNyxTTMbOvPcWdd53moR/5W5StgM/+i19mbWUFbVrIzT2e+0+/RrlxndPv/3YEBfloF+krN/gyFMIDD/KtbTbOPIdflhw/cRp56D5uXt/kwYdex6tOHufLP/UP2Pji5/GE4IEf/3Hu/8D3UihBz2/xzG99GMGYbm+Od/2V7+CLjz2K8n3212/yO7/6/5LOZg510eRZTl6UFHqXfl9TFob9PY8o7FEad0CExPMlr33jvfS7q3zqE7/HyhL4SvDUXxR89XNfpNUOmF/sM9pLSGbXiNuC0SijKPp0ux2UH3DszhN84EM/zOl7HmAynjAe2kDSiltsb28TxTH9Xq9hjk2nU+YG8xw/eoLxZIgUkr29PTa3NhntD7l85TJGG0o3INa6Ym11lXvvuZc9B9e88oFXMB6NMcYwnkz40iOPkKYpWVmgdcL+/hBPOrPMPGdt7RBBELoEIl3l7TWMz/qiQ81GOZiT1OQOiyLcQnnUlshRs3tqyrUnvWbgXN+ReoZh6opYu4LQXdCiKBxsYZONkNa3SSnFwuKiZQLmBTf21tFG04pjssKKLQPfpywLdnZ3bUBx37OqNL6vKIqc6XRCGEZEYYgf+GgpG1iu7hxqksuBNscWh61WCymFg0Y9Wg6irruksigwgB8E1j/LOTJMnU5kMBg0IsXSUa+lFERRjJS5E6taJGIwGBDHkU2wgK7nCi64eg69aMwpkXhGEHo+vlQoatSCRj+VpakrQi3lWCmBkCVlmeJJC+nVEBhKstQe8K4jJyk3tvny408yPrxAHM1Z6q08SPplqe28QFv0RCn7Gmssq9Ia5fmOKWYDfp5ZKxtLZbZFt5SxFRMqD4w1ThXCEjKEI7cYbc+hNpqyyK0jRBCgTeX+3DgrEyvsVkrhh6EtbJzHlZ0DlRbmEwLj5AK+PHBkqIulIPRdwWFQSPzAFhfGGEptNR6ep5DC2E4/zdnf3eOZZ57m4sXzlKVu3B1q/YiUDj52YnFl/YQcr/iW9rxWtSYGS9VLNMTQdqZvSZJQlgXGaILA/yb8GXEgbrGQgv6myw0Ghcdke5duy8ebazFNJzz3kQ9z/3vfR9g5zt65q6ze/wpKKdCBIlOKqIB0lmI8TRh5bG7d5NAD93Lh7CVuPPsCS/ef4oO/8i94/Auf4jM/9vO0FgZoYPPcFdbm1vj23/5VEhOQlwVPfvTDDITm3T/7D7g2HPH0H36MZGeDpbUjVBXsXrrJ8Te+AYGxgyccWyyE6QsvMzn3EsoTTIfX6USvIu7EvPbUnfz53/0J9h79En4Y84q/8xO88uf+IXmZ87GP/ReOHz7GlRefYv2P/wjhB3zn3AqLxw6RTrb45Gcf4cjyDb712w5TFJW7KAajBQ+88n6OnegghOG5p29y9dIMlERiDedefHmX3/mtzxH6bX7oQ3fw937qHjAlj311m+vX9pGhz3/57eeIteJ3P/FtzC/6XLm0x1NPbIGU3Lw55D/+5iP86I//BP/+//z3/Mmf/ilbN2/wYz/+43Q6HX7913+DpeUl3vWud/Hud72bX/6VX2Zne4e77rqLN7zhDVS6YDAY8L7vfB+Li4tkWca9995Lu922quQgQBvD4uIiH/nIR/in/+yfsri4yH/95Cf52Z/7Wa5fW+fXf/3XOHHiNvb29smKnGm3w3B/33kjldx++x2NCv5Wum0zSLwFOrKDc9v1Gv3N7KzmUtclvLBDWWu47Lj4dWfift1qu1PDEbcq0+tuqNZG1L+UJ8mwLy0MInRlSKcJAHEcEQQK6bUszCWtzmQ8HuErjzBsNYPfoiiYTKbWVNT3SdLE+Z8JtBaNRsMmnKq5uzX9OwwCC/koH89TZI7lJwRNFyWkaIxSO50O08mELM9J05SFhQVH37V3PIqsu0FtXgq19UzqtFcKoy3ZAa0bHQdYTzaJRDtGUTNwFxodtph4XfajgExLSmMTUrrcQ87ldkBcpcgyxTMF1XSIqfbR2hJEtMD6XRnDaqvL+cce55lrZ2F1ldbyAlVZgqzwXWLXRjc2N0p5vO1tb2VnZ5tnn3/ugJhhbLW/urrKnXfecUC1x1DWtk7SWsdsbGxw9uzLzfPotGLe+vBbeOovn+LGjRsW+glC2u02y8uL9Ho9nnn2Gaqq4sHXPNh0tkEY8PK5sywtLrGwuEiR5yg/YGNjgzMvnMFD4ymJpyRJ5hyaRY70JH4YoCtDUdpuydKAQTklfZbnDRqkC83+/ogkSyiznPVr19lYv8HmzZsUZW4ZbDgLIFOLHd19MtbmSXnui4SUBKFkliaOQVQ2lZGuLPpYFCWz2cypznH2yhaXtRfHsVscY6HGG4W0PPLCiWOQEilD0q1NFhbnkd2AyeVtXvrTz/Cq734fZTZj5+KL/MlXHkH8p//IHQ+8nh/4N/8aFRv++Df+X/7yv32CSHnMdoa8+gPv508/8xl+/YMf4qEf+gF0t0tZpHzHr/xrgoUFkuk+l594gr3tLZ76w08hS8PGmZfYeekFPvj/+7/ZSWZ005RH/tt/RRu4403v4Nr1G1z7wmcI49gyeQDfDcy0BjUcIaVBVpLpxgbHj53ge6IWj/zUT5I98TWC+RUe/Lmf5YG/8aMAvPDSs1y8cp35lcN8yy/8Ar/9xDfw9rZ49mMf5bX/6v/gkcuXubFxnje+Z5FjawtkZU5ZCVZWQu483aGqcq5e2ufShQSlPA6tzSE8692k/IDLF3PisOSd3xLzwb9xnEqP+cZfJLz6DX3e+LYBF84n/Pl/b/N9P3EPy0cNj33lJoePxHzfDx7l5nrGJz464diR45w8eQeHDq1xaHWVO0+e5LWvex2bm5v8wA/8APML86ysrPBvfvnf4EmPNz/8Zi5dvMhv/85vE4Yh7/+e7+HCxUv877/yK9S02XqmkOcFZWkdfff29uj3BkwmM973vu/mpZdeIs9K/vNvf5gf+MAHGI0mrC0skKYpK0tWeR8EAdPZlPXr6wRBYBX4Vdng/zXrqQGGsZWaRlsIxOgmeTSQlcApf13uMdo6n3rWDVUgGwZMzX6qLU1q2MoYY5NP5XyvansUKa0+wUh8z0eXGu2V1hAxTYjjFgJJXlpvLc+XxJ51hd7b3bXvpUmKlvVT5Nb1thVHt7gxO02BcIaDucXkLYvGtlutVos8s/OT2v1hfzikU1UEQdAkEimkC3BWv7S+vo50rMzaq0lKSbfbxfM8RsMhu3u7FEVJK7bdzHQ6YTKxwbPf72OMoRXHbG1t0Z/rW0ffNG1mVwe2KRnCb7HDHFduTJhNS2YixtMJQkCSHoj2hPbxRIwXCPzuMt6cjypGLAVTThye508++0WiSnN+c51CJgT33E+v2yUxJZU0+EKipBUKlhiiuI3vKwI/oN3ucOPGTesnJWlQFE8KJuMRL7/8kot3JadPn2Z1bZWvfe1r7sxJxuMhYAWzr3/oDYRRzNLiMq961au44+RJRqMxd566k6tXrzJNpjz97DNMJxMG/QHLy8v8xV98hZ2dXd79Ld/C3NwCc3PzXLp0iZdeepkHH3yQw4cPc+aFF4hbbb7twec4e2WBJ1+aQ/oVhRY8eGSTVx/ZpDQSQcU0UVwfd3jh6jLjpIvWCUr5lEXJ9vYOly9d4sbNdfaGY6qioMpLTFlaBbodklh6s3DnzBigalAkhECVVYnyfMud1nYfB6W1CkidaKoWnthB24SiyGm3OywsLLB+40bDzooiS7FtxFi3DJNqvnRdMQrlM1q/zt2HbgfjQRTw6g99kHBuidH2PoFRfOj/+j/xBwOi7hzGM5S64h0/9CHe+P7vZv3SGX7vR3+cq5//Kkf9Fmk/57FP/FfuePjNvPPHfoTu2iFmuzvkk4xXf+d3cWZhjic//kmM8EBouu2Y3/nnv8T7f+4XefJXf5XZlUt045i7P/C9lKuHWTl2EqHdwMvYFrAUAl9ozn/yD8kun2Pl9ju47+d/Bk9JPvWPfoHsqW+AH7Bw9AR6POWxf/9/4RUaTMV7OwP0iy9z6fHHaCmPUvlcfeJRXnn5RYSnUdMClQtu3JyQZZAmGYHqkCURfiQZjTQb1wukV4CUKN9DSE1VZfzhxy5wx+lD/OwvvBFBxSd++0X+4394kV/7yHdw+v4OMtD89C89zNGjiq89cp2f/Ftf5Z/8q7eztLaMiDLOXtjn+InXcm39Bh//+Me5evkKx44d4z/8h//QsFMA/sW//Jf8r//L/8qf/Omf0O10OXf2LEeOHOGnfuqnePMbH+bPPvcZqkrTakXOOdWKS8MwdOfLlj636oHuu+8+ZrOE06dPkxcFL798loXFeRsEPesdlSQJ169fJwgCa6ZYtRzpQx10Ae7cWci1amAo+9plQ39sHBIQCFFrRQTWVsoGbmugaBo9iMHOCZ3Y+Zu6oF6vx3hs7cc95eFJ5/HmLN9rMaEUkixNKYqSohxZ6ALDYKCs8NbZxRelnTPWUBHGWHcDl7CGoyGB86e6da5oDUIDasfrJEmtkFZK4rgF2GQXhKGjFIuG6q2U31jtj0b2eWd57rzlwubzt7b1ONv0BN8PqCrdqOXtvhwLy9TakJpWW1ubNzMiKRHewQwrM4YLW7tkVUglNIFO0c5+3eB0E8YgTInWlswTCMXueJ9+O+bB195P3xOcOD1kbzhGzraZX1wiSayhpFAGUUmk71FpCIKIt779nfSct1qtgzh16jQnT97u2GiSK1eu8vjjjzObJdy4eZOqKimLkvl5qwd74YUzjUg5CHyiyDpDbG1tsbS8wm/8xm/Y4urCBbI8Z2V1hU9+8pOowBJOWrGlaVe6Io5bdLo5ylMkSUpRloRh4KjVnnuWBs8TLLb3uawC8DtAiRABUTSh09riqy/0MLrH8uKM++5c59DqJp/92iq7+jDVbMb1q+u8fPYs165etZ5zjtIrdG0Hb8Xl9uy7frtu2V3DX6NMyvfsMp/Yj6g0hFEIlVW2Jmktsz+wsrYtjcXAfLc8SLv2tOaQHwSdA1WvriwbCQcfVKZC7+8weMM70IVgZXWR8LZvwUjB/rXrhHGP5QceJM9TlAopfInKC1S3xdrhNa6cP8tkY5N3/ZNf5oEP/lXKMgEtUEHMrDQ888nf45Ff+w2+6x//And963s4/qaHyYe7jIuMqshhMua//5N/gswyhutbID2qsqDQJdcvnONLv/Of8KV9H0pYCwCBwAdCUxKsrHLb3/xh1LGTXPzil9l/4nH6PmRVwfXnHufKk18l15pACHKHXWa6ojSGwFcY4ZHPpujplNH2Phvbm8ytHiMIoT8vee3rT6A8zbWLE555cp/5xZDv+cHjSFUyHOY8+egIY2CaplQm48m/vMQv/aOC5dUOzz27w/Zwxt/9kT/h8KEBRma0Oz2Wl0POvrDD3EKbT/6X53nh6RsUFDz5l9u89/vvxADrN26wuLjI61//euJ2i163x0c/+lE63Q5LS0vcftvtfOIPPsGnP/Vpoijib//I3+bNb3yYre1N7rzjTn7mH/wM165epd8f8OCDr2FjY5NnnnkGrTVve9vb+Hf/7t/xO7/zOxw+cpjf/9jv8/LZl0nTlNc/9Hq+9OUvcfnyJaS0SWcyGbO1vUWWZ0hhRaxVaRdh9d3CMBtB+SYluTamoYDeOgBvBGnNXXCMLSGboCpcS1IPxesZhtGmgRhqp137o+2gnYqDwsk0U1QQkKQJ6+vrViiYW+ru4uI8ldFsbGwSx6G1znfiRCEOViDYAIrVhUjZmHYGQdDMI5vlV8p3YlE7GI6bzmDq9Fu1w7RuhrrCvWfPUZGT2QxPKQaDvoW8nEizHtAbLDOr7mZarRY9122EQdDg45ubm3b+kueusLTPqtZl1AvR7NxIQlFhygKtuugKPFHbnwNGNIRUCHjjXSu84sQyrbDLF558loWFBZaiiqISvOfNb+GPHn2SI3MneePdx/j8l7/OxfMX8UyBKa21iBaadthhfn6BP/vsn3Hp0iV83+f7vu/7OHfuHI8++nUA3vbWt3Ho8BGU57G8vNQ8T601q6srhGHIvffei1K+LRSUx40b69Q088XFRV75qlfS6XSotGZleZm5wRwf+MAHyMuMIAh47plnqQ0iB4MBQgjOnT/P+fPnSNOETivm6KEj9DtdhLHdZTyICNdOUN6QFNrDE1bsLbuHyRYCzo37DGdd1G7KvemYt72l5IEk5Pc/dZWzL51jZ3uXydh2HcYVS4bSUbMcfCvtPRDGzRstnwDh9CFurIWKo4jJdGaHUJVBSQ8T+OS5codKYBpmgqV++c5kTwjrJ18vnakNGIWrVJTybUVkvnkGYoBqNkMlOfHRZdCC81/4EiuHD3P0odeyfekic0cW8JXHJ//Vv+Whd34bJ9/9Fi5+/Ume/tSn+IF/9a9Zf/IvCUKf57/xF0wjqEowVUY1nXL+8b/k2T//LN5kwu/9/D/knm/5VmR/HiFK8sxQCEM63MMUgnJuwJ1/5e3svvA4YSuiKHN6PcG7f+HnwTioztQkUG3tkKmIvZDozrtgVuJ3B9z7w3+LyheWhlh5GF0hZEUhQGqoROUqKKiEpAQWllc48e5v4dzP/zzveMdhOgPF5o0JyyttiqxERpJZXjJLNGI/J00LlCqp8ordvRnGSLK0QmrJ6157lJ/+h6/g2O1tkrzkhWeGTEYVwghefGGbF5/b4yd+9tWgNUEkyRNrcvmZT19lMHcf3/od34FqtZFC0uv2eOHMC6zfWOc1r3mQqqp49atezWOPPcbP/6N/xMVLl6ydfJrw4d/5MC+eeZEf/KEfpCorPvqRj/Lnn/9z3vzmN/P2t72Dj3/84/yrf/WvWVxa5B3veIcz6IRWHHP27Fne/z3v55WvfCUf+9h/4fy58wxHI4rSit2SNHWKaGsHUm959J1j7YGX2YGpYk33PMgSB0wYpTy73MsORw6CvCt46iTkolazA6T++7L65hmH0TY4w4FbbFEWLtBaoVhWHuxHOX36NFEYW3p2u4XGsLOzy/7+PmmWNrYntT1QraKWwm0Kdb9P05TJZEKr1WoG5XYz5EElLd1GvCRNybKM2AXxOjnqW0wwjZsa55ndvVIvkFKedRso84MNjsZoZ0ukSJIZx44dc5sWPUd2KNjb23PrFDpoY2nZVVki3HIncSuzyWlqQp2x6uVcGG8iVR/thzboGwOmwugKbSruWOvxplMrzNIJz1zaYycBs7lHthpSasFjZ8+zNalYGXgoT9FaPIQYgSgTgmSXOFb4CnrtGENFp9PmyJHDTpog8DzB4cOHKYqcyHVQnvI4cuSQdYTQ1rSw1+3S6XS4667TzKYJnoMVNzdvEsctWq0WN27c4MEHX8u1y5dZW11rurzr16/z8Fsf5mtf+5plS/bt6oq//Mu/5MTtJyiKnLvvuts6aEvBZDzl/Pnz3HvvPYRK0VFzqOhtHD2ygUeBER5VmXP00AJB6wHawUWSrED6fV6+3uM16UmOHEl45on/ncuXNhwlGDxhafsms07LjRODdJ2fg4UPrIDqWaLBuLmfunnzJtNpQrfXJW61CYOIKrduomEYoktDlln2ga0CTKMmD4KAXrfHdHKDPC9Ik4QgDCyV1ynbb6VZGlv+gJTk4xGx9gmXO1Ta8OTH/5C3/vAHEXhsXb3JncePUpQ5e2deovfd30sgDZeff5FWUgGSjRfP0RJtLjz3DJcunGd84wbVeEZ0dIXkynV+8Jf+GcGREzz92U/x7B/+AWkrRN7YZu6eu5C+4uozz/Ctf+1v0F9d4uJkD4C5lVWunznLV/7vf0vL86hMhcR1IK6qMEgiKVC64tCpu3j4dz9Ce2HAyjveRqFCfMdaMIBuYGyb4SvHOFFak1PQP3yEmQq4fP48b3vzIkeO9bjrW5aJI8lwL+PpJ6eUxuPIyTm0gWef2uWee3v0B4r3ffdxXnhxyvVre/iRz8/+s4c4ctywuzXh8a+OUJ7gdW9YpH8oYH84QppDrCzl7NzMeOrREffd32NxMWLj5hbzc7ezvLbKOC/4ju94L9JYHcKP/diPcfHiRV5++WXa7TZPPvkkyysrvO51D/HOd76Dx594giuXr7CyssLRI0e5fOUyV69am/eV5RXOnnuZp595hl6vx7GjxxiPxyQOA4/imA9/+HcY7o/463/9r4MQ7A/3OXXqFPPzC4yGQ5RSLC4t0u10vwkzr89V/WdKKcz/OBzHVtW6som7Xl2KcANAc5Bm6l+1vXq9PbOs3OKv3A6ppRQEYUCapI1HUMMsvNUXS9Q03soG71ZMFEfWyn7tMLHbgqkCu89jZ2eb/eE+s+mM6XRqYSXP+RxJifIVohQkSers1aHIcxIhkLKNMZb2bFlmztZGWn8ou37ZWqfMZnZbXxiG1ly0qqgqj6KwibEoS+I4bhhWQRCCE4RKZxtT25wURcHx48dZWlpyDLEpOzu7jbOtMXYtb608bxhxhmagXhegurJEnkM9TRgKnrp6Ga+9SBi23LiqQpgKj5Kjc4rQBHzh7C5fPb9J6IXstyWvNxFVnvH0hXWmVYi0NhvkfsSu16Yb9ugFPlQpukyQKKRQLC4uNLRU3/fpdXssLCw0juK12eZf/MVX2dzcpDai/OAPfZCFxUWeeeZZHn30sYZYsLqyTOAHXLp0Cc9THD58iEuXLrO5tcmRw0fY29/j5Zdf5nWvfx0vvfgiyvOgbwuQfr8PBh588EE+/8VHiKKQt775TXz0ox/jzjvvpCxLkixllOyQ7FxgtVWydGeMEBVGGHyxR7JdkRY+WaUgTyhnGXs3n8VTGegc4QoFXWlasTWOFdSduVXUK9/56znbkwOW48EZr1lqqnIeK7u7u/iTid0B4DuRiOcjZYGuLCZa20LMZjMqrfE8RbvTwVPKKdJBSInnlc5Xy7Xk0seYEk9LSilRRpBvXae/MIfXnaPIZ9z22gfp3X0XWZGzf/Ysi2/8Ifa2txCyJD58hBLD5gsvcPrO+0jyhPHWDmJ5mff/xE9w13d9N+e/8Q1+88d+hqqqOHL4Nu54z3ugN8dzf/rfLLdctHjwhz/IHR/8XnaeOUv6f/wy/v13MSoyhn/5DJXJ8Q4f5ua1Dbw8pTO3wH0/+D9hBgt4RmOkQogUPcu5/J/+X6Y76yzedQ/R0iFe/jf/gGsf/c8UQQRlTondKla5CqvCUBmBAkrn/ZXlOa/7Gz/O5DWvYP3mCwju4ubFfe48uUquCp4/s8OnP3EVKZ3Xj/aQQtNtn+bu+3rkRcH+zohnnhhz88aU/Rt7eCcHlDmELQhDSSUMeVZy7vl93vD62xFC8fWvX+Xf/vPn+M+//3ZMJXjh+T1uv/du9sczfuqnfwaj7R5wz/P43Y98BF/5dLtdvv7o1+l2uxw9cpSz585y9txZAj+gKAtOnT7FhQvn+Uf/6Oct3dv3+cIXvsAjj3yR0u0DeeHMC3zsYx9znYDi2rVrPPnkk9z/int5+9vfztmz51hfX+eh172W+YU5ptNpA81cuXKFNM/ptNvWckRJRuMxpQYjPDwVNJsThec5XYBT1tYiLwQVGl0dGNpZGu8t0BPWYE75CmYaITTCVJRl5nZ4WEfl3O2ikG6eUpUlVVniB8rBVAW+ChrWUxBEHD0csL2z7RZDCba2thrGVLczoNPqMh6PGI+HjPb3GAwWUJ6yhYuUVNjNi6HyCIIuaZLYzkQpCzfPpoS+j6dMc+9qlbkMLW3WWpUoer0unqfY2tpqdqULIei02677soSDW9cn19Ycs9mMsixZmJ9ndXWNsrQMsclk3FSx7XaLJEnZ3d1laWmpoYI6ghRGG7IiczYqvlsjAUIbjs3FiCrnwvWLbO4GRP0ljBeipbFqcDwKT6NDn07UI+qGBCYjqHJmXoXQJaaSGCPtlj4hKE3AVCsytUxY7jCnU9JkxuWrV5kbDBj0ehhsQbx26BBhFAF2x8vVq5epqoK5Xp+FuTmMgfvvv49up8PnPvtnfMe3fxuBUuzu7tn1FXkKAuYGfe48dYper8upu06TFbmlJSvJseNHEUazurLMcH/UQIp2RieZpSlSKaQfMEsz/DAkiAKMKTHuTout53jycp9nbxzCk4pKG153cofTy1fR1SsweOzv7XP98ovE4z7r45Td8bSprrIitY7jgYU17TZPgRCeU6vbJsJa/7iOUUrnO+bGGRKUr3za8y3rg5QmDIdDfM9CT3aXctksf6mtwcGadN1qalfzi+2Qya1wNHbRDKZCmxIpfDzjYQQUezscOrJGKUO8TsCb/8ZfJ9cls+EO1WzC4onbuHjpEoNOj9agR5bOGG7cYPX7v5/dmzdIJhO699/HU3/6ee76ru/m2Gtfw4/+zv/D5/79v6faSVDtDtPRkKsXXuTkXSe570f/Lt3VFaaznC//1m/y3r/+d8hOnmS6s0OytU2oYXD4MGvvfifnP/FRRmnGi5/7HEWg8E1FJH08UyAKTZUkxN1FDr3/vVS6YHrtMkIXtONFOvfdj/a03XtnDgAVjd1jMNpYZ//McwTAoTvv5olkRuB7vO/7b+fEUUOWGpKZz30PHOXVr77DQi2eBu0j0WRpRpameL7idW9Z4YWX9vGUZPVIjPQNw9GMq5cmHDnWptv3KCvD9kbC4eNtdKV58flt5hYDFlZa7O1lXF+HBx9ewVcBg36f2WxKEFk2Tuiqx6WlJVsFi1pTYaFNISWdToeH3/wwk8mEu+66i+dfeB5f+bzn297DbDrli488QlVVvOUtb+G9730vv/Vbv4UU1pl3NBzy9/7e36XT7fD4Nx5nf2+Pre1NRuOhM4/cZ29vn6IomFtYsCuL2zFxK2Yym7oFUMq5IpRWWOYwW8uSOuguyqqCSiLdXKvG1I2rhD3lQer2zLtVo1Y9rBmPR+wWu2xubDEej8mriigKGQwGdLtdjKkoi4okSezwMy8wGHq7XWr/JSklypPs7++zvb0NwGAwoNfr4Xk+47Gl97ZaLTY2bqIr4eAs4Wi8E/IsQ0pJv9+jquz8UTnvrk673cw0gEbLUemKMIwIAgnYHTlhECIc9TQIbJLb3d2h2+1SVbpx3rZJ0sJpWWY92ILA5+jRI0Rh5BZXlSilGAzm6HV7aGOYTMbs7lportvtkhe5c7k4cAeooSFr6GcNLT1PYcqSQaR49V3H2dwc8tL1i2yOS7zOAkG7x9ZeCqbijbfPcc/qGk9f2+TqzSmZ0viy4p0P3ctjZ64iRYBEWZ2OlEh8CmGopMIUFR0jefQrX2Y0HjrIEP7aD/4gzz73LN947Btuc6im3W6zsLBAliTkac7999/HPffczR/+wR8yHA25euUKDz/8MJ/77OfsymnlMdwfMplMue/++8idf9x0NuXQ4TVGo6Hd2eLOpBFQOs8t61Juz2ORZ9bXzPOsutxZk1RlRZ4mTHeH5OOQ/Z2cyjdURcGkN6ESCd5ohzKJmW6+yLvu3GegDb/7xRH7GwVCWeGhVB5a2uJWSWklTdLD9wOU8ijL/2GJmgCcxY70hNtD46GKIqcsC4T0iKOYOIpJZxZ7Lkq7NOYAhqo9gETDT69FhZOiaCiFiHp9pHR2BRUIa1qsXEeUbO7RftUp8BW7L77IaDLl+MOvY2P9BoHv0V5ZYefRrzK3chgvVoxvbiKThPnTt3HxuefxfY/x6hKf/qP/xrHfegUn3/I24lYHI2Lue8/rEWSk04TZtQ26p+8k7HbYvXiVv/i9j3HnyTs59L5v49/9+1/jB979TrL9fVLPY+W2O3jlt7+HnZ/5WcrU2ncESMKuz7XPf5n9R79CbHLK0nDinX+F+JUPsXPtKjvXrgBw+1u/hVP//BdYv3bNLsdyz00ApSlZXDvE9T/9NJ/76Z+m1Yrp3H6S/NIZJnsVN69scfLIElcuT/j4717CyApjbDVtKaUVwkiUknzgfzrN7ScV//2/X+Df/csnOLK2xM66Itkr0XR49Wt7GFPx0rMpjz52lf09w+Kq7RZeemHI8dvmaLU9zp8bkWUhvcGChRtii2ULJ7TC0Bjr1VRWuwfeawgVhw4fsgZ/iwvcd/99PPnkkxxaO8RP/eRP8eUvf4nPfObPUJ7ib/3Nv8X19eu8cOYFPKUo04y1Q4f4vu/7fi5fvsyjj36N+fk5kmTKZDJhe2eb0XDkzAMX7P4F55aAhDiKGxZW6YocaazTsJQajNcMbIUQbsDsNV2JAMcQtPonpXyUsiZ5RWYr6VxbB+StzU12dnYZjsYHgkEBURwxNzfA933K0gZeu4/CFlZKyUaT0e/3GQz6rB06xOLiIu1Ox66OxbC/v8uNmzdYXFhA+T6dXo/xcGzZTVI2Nt/K88jTFNPt4Lnuo6bEem7zXV7k+IFlTuVu2G1348TN60LY7qvei6OU574udIy0gz0uNRU7CAL6vR6tdovI7W0xbuYpZUBRFJSVXYn88stn2d7eZmV52ZqzukKzTvT1Z9JQpB3cZp2QgSrDk5ojCy16rRWeefkiV7fOMdyKeGyzwyCC+0+vsTAfUFwYM0kK9sYlR/ohp9d6PHfhGkYKUgMlFUIUSDyMkcigw4Wzu7R1l7YKmZ+bc6tZrfdXFISsLC9bH7gswVQVO1ub+H7AG9/4Rg4fPszv//7vc/78eebn5/iTP/lj3vbWt/P2t7+NT3/6j3n53Fl6vR7vf//7uX7tOv3BgOvX1zl29AjtVosXX3qRnd0d0ixhf3+fCxcvcmjtELMkodftceLECUb7e8z1exijSaYTbq5fpx1HLMz1uXzpKn7g499rGE6GnHlpBEJTZCmvHQS010redPwc+AG9hwyR3+GPvjLk45+5QqFnqMpa3UtPNg7Unnbmk6I2Rnf/V98TLOx7K1mlxrVUvcYyy3Mq5/Jo7aPtjgxtal981WyWQ1gqZlmWjXNomqaOfVVfWjd00xqNQCp1MBScTcgvb9D/K9aI79lPf5oFCXd969vYvrTOYG4e02qze/48J+++B+PB/vpNgqBDd7DI9vmz+L7HdPMm5SDmwz/3S/htj8WTp/mef/gPOPnW15NXkhe+/nWmSc7XvvgIj3756yhTcegVr+SNf+9H+dhv/jrdXgh7+0z29hBhyOD0KS5vbHD03e/ikX/7KxTXrtNWim6nw96LL4DQmJXD3PvBH+buD/0waanJNtbRm5u0PMnqg/exN9zlmTMvNBv3aux3Uk15ffRG1i9dRGNoDRYIVtvc/PINBh3B4aN9ygJWD7X50I/f4xTNBcIEjqVRYbSH7wkGsYVaXnp2QjozvOp1iwiZMdrPGE4rsryw1uPC57Gvb7JyaEDULdnfM+zvlnzrtx9GeJJz5/ZRYczKkUMMR0N0pZ0yttZam8a3zKMp1y0M5dZ3Hjt2rPFxevHMiwCcOn2KwA85c+ZFqqpkeXmZ1dVVfvEXf5FzZ8/iKeue+pN//yc5fOgwH/nIR9DGcOL240RRwP7+CIGg1W7R7XaJoxhtrM1+EPhukK4axpNNLAZjLIOpZl15bmHOwcIgZ6mjjbPcsRWdcRvgyrygKkvG0wl7e7sMh0OydEaWZUynM6rSfl3lgm+aZoz2R3bA7aA5sOZ2RVEwm2qiOCCZJVy+dInA7Vw5efIkt912nMXFxeb7mMpS5HuDPsdvu431q9fd4im72yWO7dxkNrOvoxZGetKjMNZFt9Vqkec5lTFuEZd04sCwmR2FYWiTrhMBV5XAmIJ2u9OUmjVJpp7hlGVJt9ul0+26FQKZdc11dhxFkbO3t8/+/h5SeswNBqytrdnheBQRhlGzEGs8HjWkmhpmtOQIY7f1CeVwropCWj1DS6fc1oGyShmlI/78T67yhS90CNpzpKoFUYc/+cZLHFqZI0sNmzPJJNvl5u4OOxpAMU6nyDxjtH2TGxcuoK9rAs9Q6hRdVcStNm94wxuYTMY8/czTJLMZta4tDCO+9/3fy9bmJn/4B3/I7u4OZVly/eoVwjDkxvoNXvOaB3nVq17JmRfPMBmN+fIjX+Lc+XP80A/9EM8+9RSbm5u8813v4Mzzz+N5knyWkEwnjPb2mO/1KfOcSxcv8swzT1MUOWDdQQa9LseOHeWeu+9md2ebQCniKOCFrUOMC81Cz1AJQakLtoXmTNmiFAnb13a5uJ7yxJkRX3puTDrMMUKghbOakaqZ7+B6cQvhWj2fdvomjE0exmhMifVoE9ZkFLvK2Ppa+VnGeDpprCqEtNTGejNXXUHUwkCtTePU2Wq12N/ftzCBEz9R/1AEGGGZFxq00lx/9lkGrYjo2BpJWqAIuO3ND5Ebj83z1zhy+BiZMSTXbzD/rm/HVDDaH/LQX/1ekD4bl86z/vwZlu8/zcLR45i121jq9fmuf/zzrN5/P9sb62y8cI5Xv+5BXvmJT/D4Zz7N03/wX1FGMJmk/D8/+VPs7+7yA7/1/zB88imyLKXXW6Z/5DC7u0PaUZuH3vc9fO3n/yHJ/iZTBJHn0Tt2igf/2f9KeMc9TMcVg0MDtq9dR06nFFKyc2Wd7vPneVXUs8G3Fq1hMPTRz5zn2ue/hPBg7s67Kf0W1y+dYWU+ZmE5pjIlf/xHV/nLb+wglQ/CHmDtEpHONfc90OP7P3SCvNC8fGYHKQVveOshHnrrgK2NGV97dIyWWCdPz0d6AXfe2wehuHZ1i4fefBvf9b1HQFc8+Y1dFlaO0lua4/Of/XN+9yMfodvr8vrXv55Wq4Wn3O4P13H4yuqFRqMRmxubJGnCm970Jm677Ta+8MUvcP78eQyGEydOALjfw6FDaywuLvCP//Ev8Ev/9J9y9uWznDp1ihMnTvDyyy8jPcnp06e47777GA53aLe7bq+LR5Zn7O8PXQdtYZdWO7arbV1xI4VwymzZ7GFotgM6/LZyYkNjLFXRk8aqkKWgyEuSJGFrc4vr168zGu6RzBKyLKUoUtLU7lOxy4E0UgZIo4iCyK2CLslLG7A9z+o6pBD4UjEbT+wKZGV3Yuzt7XHmhRe4fv0aKyurHDt2lCgKAEle5CRpSrsqOXzkKHJ9nd3dXabTKcvLdu9NK47JsowwCA+8jDzP3mHfMsyqPHdsyeAWBblp7OrrrkZKr2FPCiHY3d2166ujqFnrm2d2w59SVnnu+z6V1lRud4nWldX+xHFjCW+hsLKBvNM0pdWynk6e9BzUWNuVu50pvufmMZbiritQVYVCkeUleZEjjWahFbDSj0lL2BlfQ+Qpk0Jxzvg873ugFUF7QByEIDUan2pWMJxuUqUzVDrhviNzdGMopUfl3l8UxzzxxBPs7Oxw6s47GyJBkswoi5IzLzzPzu4uS0sLLCzMkTk40S5WU6yvX+fy5cscO3YcrSsmkwnHjh7j61/7Ot1el9W1Vc6cOcPK6gqBr/jcZz9LO4554+tfjyc9vvqVr9Dr91hcWiQIrFDWaM3Xv/41pFB87rOfQ+uSB+67h8pUnNksyfyU03crdGnfg/F6fOn5hC/9+Rd5/swFJrOc3JR4urQ70oVAGnuPfOkB1oG6MvXmWaujqsqyYZmImpFuLDVIGOvTVecDNZnYpKECH+V7GDRCK5T0SbyUoho7Dv3B4hwpJGEQ0O60nb2EtQ0fukVTdlWipevZHkgitaFQFZEUVNub3Paq1xIdOczo8nXmj61x5J1vZVrlJBefZ/lbv43Jxk3K3QnLx49gfMFkfYtj993N9Usv8uwffIrbbz/Fj//BJzBRx7JmZIAEdq6d549+7he59MRjvO+X/jm3v+fd3PuBv8pd3/pe8iJFGsOLj3yBr/7n32Z1fsDTZ16gyAoWVm/j2pnz/Okv/jwiMPhS4o2HGANKCluZ3rzCI//gJ9FJyrG7H+Stf/ARtl58DpFnyFDx4m/83xT/UVM6L5vKzUAwlpFVOA66lxtWHngFSQGXz1/jgfvm6Q9iSKa8933HePd7jrrE45K4e44CQxgJOh3FpZcnvPT8iFZHcexYH7QmDiSrg4qikO65Z0Sh4Z775/E7HjevTnj8axv8we+3OH92zBf/fMiP/9w/pN/t8sgjj6C1IU0zBoM5ur0eQtA4L9dMFeUpu8J2NGKwMMc9993L9fXr/Mqv/Aqz6ZRev8+rX/1qdna3OXv2LEmScMcdd3LhwkUWFhc5fOgwTz/1FI8//jjf+Z3fyd//+z/J977/e7h04QLnz50nz1OS1NJ4p9MpZWGZQUY4nyZPoVRA6oR3ANK9xm+yN7EIFZWDAJsFUe7feFJjtCBLUjY3Nrh48SKj/SEIyLOSNM1JZilVUVBbZ9ftu+cpgtDtiqmsIVYoIwIVUxlNVQFasD/cbhwaoijCLuIp0XqGMYJ0lrO7s0cUhSwsLrC0tIgUklkUE4Q5x287wtraCtev32A4tHMhXym7+IsDBKBOIp5ToNfaivqZ1AWg5x1oQAw4exPVeNjFjrZqVe6SIs8bF2EQDiqz37cocnxf4XmRhQERzZ7x4WjEtWvXEDhxsRDMplPanQ5xHH2TnkZqS/NXwrfwVb0YTHp2jup2i4PBCwIQPkWeEwc+h/ohiIC81JSFJe1keYInMtIEu4a2sispDg26DPpzrC7eSSAFyq0BLkrbddY7VJYWF+h1+wRhQBiE5HnOdDbFk4JTp07hKY/9fbt5tNPpELdiqrIiSVO354TGUibPCvzAp91uoXxFt9tpIDydl/hBYDtBbfcEGUdNj6KAKArxPEm/N8fOzg5CStqdNr4f4GuNCDWDeI5Qhext7zGeDhmPR/zZZ/6cS+ev2J8tK6iM3dEkwRMGz1coz/43WMt6HOPKLUN1so0Sqe3qjbIq0QKkkfhCoBzUZUqNEkKxs7NP1IqJogCBBndRwiiyS1+yDOUdDFS0G4Id0AIj5ubn7Pa7PEe6ishzlU+tSBfGwh9FGLF77hzX/uhPePbzX6BFyYXlRa4+/yIvP/YNRjc3EL/7e1SjPV74wpfg64/yxMc/wVc+PAIBr/6Od3H50ef44n/4DXQUUSFQWjLe3eDpL32Bh7/1Pdzxvm/no//LP+cN33iCcGERr6xITY6QcP6rX+fw0eMsdhdYufN+zF/9fk4/+GbmTp/ixNsfpuUHeChUO+bYa18BUcDVrz6BSKYoU1HoisP3P2htHlaOctt3fwChHLMHTSktJa5Zl+myeFVpKqC9ssKr/ub/xKXhDuPpHi+fn/Cv/8nj6DJr1lc69q/9VTcyNlxSFCV/8ZUNHnrz9zBNhvzvv/w13vam45TkSE+BULZzMZqLl0b8/sfO8eefFTz+jXW29xb5nQ+nLC2v8X/82j9DxF12dvf5az/413j3u99loYVb7Mptm0vThUghuOvuu/j2b/927jx1isNHjjCbTPg7P/p3yIuc06dOc+rUKSbjCR/60AdJkpTXPfQ6rl2/xvPPPc+P/MiP8NBDD5EX1nrjrW95G3t7u1y9eoWNDatLSNKc3K0XXV1dwfM8/MC3UIyU6KLCVPXGywN1u/JkY7txqxTEctkt7722yR7t7bKxscG1q9eaNcOeY1kVeUGWpQgEYRjZpOTs4Vttu7s9z60Fe81gioPQikVzu8p0Z3sHOFjVXJZWL2ITjyDzcvKssPvS45jpZMrW5jZHjh4BJJ1uC7RhMJjj5B0nybKMNLG7dyaTiVvkpl3Q0s1yqTSz88vaLblOqPV+c7u61YoUpbTah9FoRFkUtBcX7UrdyYQoihiPx2R5TrfXIwgCWq2WtZfXhk6n2yQva1tjGI2GvPjiS6yvr9Pv91lbWyOOYwe/BaRpRpEXbimcxdO1Mw0Fu87Yfj8HoApuEVfamZw2ZTPfAWfwp3yiSKErQ+jLg5UT7tnPZlOU8pgf9BBG46nQkQQsp7vT6aA8j5sbG2i3Zjh0CvzKeXnFnTZzc3MWIqx2G9eAoKoaH8CiKJhfmAchuXbtGkVeIiQNrTrPc6vwb7Xozc8xGo6syNM5GFizyoLJJHcJRDEe71iVe+SSrtIkyZQ8S1gQA0QgGE5GzNKEbzz2Dc5eOI/Ao8QaPdZ3QHq2CAwCRSAFQtt1u1oKMBptrFTBugRYkgkIPCEx2PmI73lEgUcc+XhIirJEdXsDDJLxZOycJd1ucidk8oOAyGB9UdyWQiPsIhqDtVnQuiIMQuIoJC9KLOQsEdgKSLvdDZ7xKDW0b7+dM2c/y/7nPs+J++/j4uWzfO5jn+D2e+7hb/3qr/L5z3yGrErZO3+NP/jt3yAUkrvufSXLD7ybrNfi9Kvu4y9e+udc+a9/iB8EYDykgMHKMt/+k3+fow+9hn/7H36Vs8sxyaNfYyBDZCDxhKEsYG5lkdf+tffznz/xcd7xloc5/N53oIzPfiF4xc/8NNqPLObvCbzA59q1q/Q+cDv9dtupiyUqDDl/4RLc+xqWHnoTSgq08JDG7mj+pgQCCEqMsGs4pSco+x2GFy4xmD/E/nDI578M0gvwPOsoaoxuLlOdPGqGkfLavPOvfIC/+9N/m1/7j/+RJz5ykd/7ozFSRrZykNZcTgrB8to9PHd2SJYXHDryEL/5q/8bf/bZPyeZJZy5dJM/+uNfZ25pnu9+73dzxx0nLfPCBd1aOVzr7erhs8HCH0EQcOPGOl/8/OdZXlpm7dAqvq+4ceMGn/2zP+Pw4cMcOXKELLNitv/+qT/i5sYNHn74YXrdLp5SRLFPcmPGjRvrHD12lDzLmUxnSClZmLcmfnb9qtvS5vZJ6Eo3Oz/s7M2+SE+4ytWxWWwHYHceDIf7rF9f59q1a+zv7tmLLSyzRNVCPETz50icQ6tPUZUNHXg6nlqrkTxHOEV4UZZMZzP8IGA8HIGbkzTWKULYGUppwJSkwi7g8h2DcTQaU+QFV40hSzPuPHUnSioCP0E5h4d+v+9cbyVbm1vNClz78wtmyYzJeILnW92FcaI35SlqfaTBQs+lg6XSJG2SmOfZ3SR1cZimCYuLi3Q6bavgripyVzwGQUDhiDaTyYQrly9z+cpl0iRlaWmJtbU15ubmiKOoWeNaOyRjDizEpZAQWB1LradpjCyNo1V7itKUboZqixm7v1w0wkgjjF3e5XaoW8sPW8CWbiPkdDrD9xWt2HZFSZqSJDM7R3J7T2xRIhprmSSZMR6PqSq773w6nTB1a6h1VbnVtNbN2H7+yooK84zZLEXr0u14gTzPGA2Htpj2PPZG+/YMCSzrkZA8zyjKErMNQeCTZjNrbJi7OCAMsywhS2fIEQSez2Qy5vK1azx/5iWkslYqWoiDIbmUhL5PEPj4nsCXoIvS2cM41Zqwfn/2sQsqYZdxSSHxjIf0oBUr+p0WnThAVIYyKxCf/JP/Zoq8YH+4S55lRK7Ksy1dwmQypV56nyUJeV7YIKKrpioJghDf9xkNRwwnU8IwJI5jxx33XcDReEIhvYBpMuGlF19keXGJ+d6As5cu0Gm1WVhZZlyUPPn1x/CEQRiPI7cdYqnVp70wYLQ/4ulnnqFINTKU3H7iCH6gbLZUho5s44UtnnnuSUZbN1g8dIyiqFhdXCKOAjQVxvjEcUDc6vD1J77GfNxmcfUYnXYHrQW7e3v04g6VrIjDiG63y0svv8RkOGL16FFUEOEVmigKCGLFc08+w/yRRUIVooWHh8ZJcxqaKAIqAaoSeEja3RZR6PHMc0+xML+MNiXdbosgiK1XlwvYCHuZpBNg4bBHpRRR3OfmxiZPPvkU3U7Myuoii/PLSLcXRnoCz/MJ/JjxaApCE7fb+IHP5/7sv5MkM0Bw+q57OHrsNl564flvwshru2bAWVkcMMpqjUB/bsD+cMj25iaddsfupY9idvd22d7eZnFhsbEYn0wnAIxHY6azGfPzc/jKp9frMp1OEUJw+NAh1m+s2wDj8PRWu0W9erXVbrG2dogoitne3eHmzU0WFhas15ZToRttNwQqT1HpitksYWNjgwsXznNjfZ1kmqA8RRCE1EuAQrcJcOo6aHPLew+DgCAMmcxm1lpECgJPNQNmW9XZJFK5WUJZVYRxhOcpkllCnmeNnUfh9kgoJd3PVQTKty61ys4kev0+g16XO+68gxO3306n1wEMyg8aYsP29ja7O7uEYUi/328EggeLqaJmfW0URYRxTJIkzdyo1qDMZla8ODc3IAwjrl27SppmTFz3MTc3oHSrervdLu12yxIQBMymM5I0YWdnl9FwyGAwoNPt0u/3bZXd7xMoZSnb45HdG+PsV7q9LlEYUjtVzGYz2u02ZWHnHb6yCX02S3j5xZcpygLpcHullN3k59TSNX251pP4vo8fBoShXVC2s72DtYUPiaOIbq+Lr+x7T2ZTer0eyvPY3dsDYx00Wq0WQkrSJGF3b5d+v8fc3BxFUTAcDm036RioxhiSWUKaJSwuL+BJj729fbdkzafX6SI9aYujyYT+YEDYajMej8izjMCZOdaMt6Io8DxFGIbkWepQHdl0uxUaU+X0Wm1Cz2drc5svfunLXLhwiSCMyDNrl1PLKFphQCuK8T1BEHgoY0imU3TlyCQYcl3hOxGq8D2ysrLQl7bGk71OzHw3ZmGuRzsI0HlBOktQZVVgsL79ZVFYoZ/yLU+5sIOcKIzQfkFV5uSFzdKeso6909n0QA+iPDfYk45HrFEKS6FzSmBRWW71/Pwcjz7xNYqsIA7beEaTfCPHBB5Hlg/h+RGFLrh24SLnJmNmVEQiYP7QCodvm+Pw8grPPvU027tbUJbMjMGrLEy2vLrMqVN3cfzOU1y/fo1zL73MdDJ11ZpPECo6YZ+3vPMN7IwmPP/sM/jS8qAlivUywWi70EUKYWmX8wE3b56nLEoqo8l1yXB3FyUVN0dX0IWxOhffrrAVzgiuxpuNq+BSUVGlOVEY84r77+HVD76Cc+cu8fTTT5PnKUVuxW1hGFCUOcZoAj9EUC80sktrikLQbnd559vfyCwZ8ciXH2E6neHJyHHufTxP4Lmv96QPwg6eT91xmuWVZeJ2zMryMlJKJk4hW+nKGQLqhs1Ui+OEw9dr/n5/bsAdd97JW978MOvr1znzwhmm0ykryyu8653v4vKVyzz++OPWWG5piTtP3cF0OuPMmTNcv37dVXAVvX6PN7z+jaysrjKYm8P3fTZu3uTK1SsUha3gJhNLoa2WSwsdKr8ZnDcwaYNa2S7i6rVrnDlzhsuXL2OM7Zaj0C5mmk1LojAiCAI8KZlOxrZ7riqUlCi3F8P3FVmWWfWuMYRRSFVqNxvz8T0fKeweiaoskQg7s5GCJEmoqpJWu01VlnhKEUhrsWEqh4VXhtFsZPdna4WuNOksYby3x/b2Njdu3ODEHbdz6tSdCCmYTWbUOzKiKGI6m9JutymKgsrRaIUUzfBcOwhGFvnB3MHRtOt5SRiG+H7AaDhkOp2xv7+P53kcOXLEQkDaQmbb29ts71ioSSrPFZBt+v0+aZrRd1BXDR0VRUHuNCWddqdx4x0Oh7a7HVh7mkrbSt7Ycvib5li17YnRTsEu7LnUlU0kNeXcznoKO5MSdv2CqSowGk9AWeYks8pBeEXzc4WjEXtKYdySLYRnZxqe19ift1ott1ulaNT4mdvWaucdGUEY2IVNunKWL9YJYDqbgWO61ku+jHY7QMqSXGu3j8V6uBVFQafTs92Ue71FYj8nC4UXBI4iHng+w/09rl+9ThSEgN1zLoRdDRwqn1YQ0QkjlAQ/9FACymSGwS4PVIFimmUoBJUQ4CsqQBsJniTwPBbnFji00KPfbdMKfExekrVSlKkA4zGZpqRJQjsOLZ8+z0mmU5Tn0Q4j8kpRhBVFViKojRNLZ/9gcVXl+dZQrSzRQtj/L0uCMGqW0qPs0Ob4sRMM5uYBgXIOpmVR4imJrwJL2YxDktnQ7hyoDJ4ICMIWBSXddpuH37bA3tC2gXkyJZlNKZwBXaffZ35ljtVja5y86xTD7X2mwzH9fo+iKui0Oxw9doiTvsfRtSX6/T7LKyuMRhPGo7G1xXBDyUGvjwp8yrxgd3eXMLJLfXRRcu7CRa5cvUK71bZaAt8Kf4SAuNWyXHvlIUtBURakhaWEdvtdjh85QhSFPHDffdx16hSj4T5JktNqtYiiiDRJuHDxIv3+gG6vixC21e/1OoRBizC0tNY0TVlbO8TF8xe4efMmQlo/qyAI8AOfTqeNpxRh6NNqd/B95fyLFPZxSe57xQOcOHm7vaT1zKYs3FrLxIrLlGI6ntDr9Tl6/BhFWRDHMUdvO8bd993Nmx5+MxKJrzwQFXGsqMq8WUbU7vSQUhDHAZub20wnM+tQ4Hnc3LjBjRvXGz1AVZYOprCVepbntDtdsiyn0hW+5yExCCdvrgNH7YBw/tw5nn/uOVsF1nujq4qiMi4B2U5bSMEsScBhv4Fvh7xB4LtNipaFo3xFr9t3y7FKd1YFrU5s7dar0tp91N2IsWtbC2A2nR6sj/VDtBFoAWXqPKqEodIlRWKt0TUwGo/Jipz05YxLly9x5coVXv/G19vZRprR6XRoxS3LGhuNiFsx0+mUJLUW6L1urwl0paMfI2w1We8+mWUZVVHYDYVVybWrV0nShKooOHn7CY4fO94YpIKl/pYO3qtnYnEUsbm56XbbO7PGqiTPLN4fBD6ddgff9xmPx4wc0aYoLFQ2PzdvIZ+qpKhKlPScwaXb5u1gxNoGXjlDx8Y239mi1J1InUxq6BgEfhBQzMpvsmGpk1SnFeO7TlD5HjqpqIqM6aRopAgL84v0un2U51HlpR00a7syuCgKRyKQDAZztOOWZe05BlNRFCRuBww48Wi3izaGXFr4NEtTKrePKc9z4palrwe+T5XlCK3RRU7mdsdXxjBYXqbX7aEqw9nnz2DKkrDdIyvs16AtRBn4iqAVEEU+QaVRvkQJSRnFlvUWeHQ6bSLfQqmF71YjS49SKoK4TTvwWVmc48TaEu0owHdGi3lRoUbDsaU3aoijlqXZac14NMJXitXVVaQnmc4Sq4J0xlt1+24Ha37D6e602+zu7iGE9SKqqgqDpl50bNw8BAPddtcNqmqDOuGwVu0gghwpfXq9vrVsKAxaC6qiIstzet0ufhDYIDeNEFIync5YO7TGkWPHCLuxHVrnJRvXN3jm2ee4+67THD9+lCRN2NzaptNpMRjMW/wTxW3HTzBya1ZvZbZYSKCkKCrm5uZwi8d5aGkZPwi4fv0aoRc2cIbnKQI/cvuDLXvImtiVjMIxnXab7a0tDh8+TLvdptWKiUJbQXS6HSaTCe1Om53dXQuJhBGDuQHD4RDpQa/XdRWlYWl5hcOHj7Awv8Dly5e5cuUKmVPABmGAcJCD8n38wEcIpywuK5Rnf6+UR+R2TdTD4aLwyN2murq+j+KY/lyffq/H3MI8OzvbXLp4ya44Lkp0qSnLgul0yHA0tL5PUcje3j7bO3usrq1w/Phxut0+V69cZTSyS6OGwyFpmhL4PmmWMjeYaxYiLS4u0h8MmEwm9vJjNQ3aGHw/cPCacGtmS868cIann3oK5SlHZ3WWHLqg1W5bJpFQKN8nS1OCMCTPMlpRbAfTzhMpdVRNz/NYdPBFFEWk6RQEtF1grBc9RWGErxTjyYQkTTCl3ehnHNxhqoqkTGn3uhg3S7CdnnZ2FBWT6YQ4aiE9jzTNyEor1j1z5kV2drZ5+OGHOXHidjy34zwMQ5566in29vZst5Tn5FlOy8FBaZrZGUing/ItPFrrWbIsb2CTixcvcvPmTVqtFidOnGBxYbFhcNWB2fcDfN8WMblzSDbabvSbzWaQYNfaVlaAmTkrFWMMa2trhGHIwsICSZIwm9l5zXg0ZnV1lTwvaLdcL2mMc4g1jfBRO3ua+vXW2h44UMvXNvGe9JDOeqXSmm6vh1KK0WjUdGq1bmZufp5+r4fyPfIioyhyJqOx02JIFhYWOHb8OP3+wBIPsAVH6mYVVVXiSY/FpSVWVpYJQkUYxhgDRV4yGdtFYEIIlpaWOHbsGP1+v1lnO5lMSLPMFSaGKI5YXFxkfn7ekgVmM7I0ZTqZkOQzgjBkfnmR48eOMdftcfHsWS5cuIjyLQybl9pZAGniKKYVhUS+TxT4+GVF5Hs2Sfc6DCcTgjik3YqRgaIoC/vviwpUjow7+GFMJwpZXVzk8NISnThAYjckZlmOymYJWVEwm04JA4/C9yjKAoRhbW2FdrdDkiYWU1eelcDnllGk9UGQrf1SgjC0fi1lYdWdbi+CxqlgnbbRDmudU2qN8VMr5iVI0bSYFoeHehIo3ZpO5Skqr95L7Vlcu9KMhkOuXL5M1O0yTWa8/NJZzr10luHOPvt7OywsfDtBFJE4R9rBXIvAl1y8eJkjRcnKyopjW9QXxyfLMnZ2dhs2SFnaIZQKFPfeew9VVXJj/QaZ28AXRhGNv40QGEcOEtLDV75bIeyztb3NyvKKS7jWRbXIC27euMnCwgIrKytcvnqNJE0IE8suGY72CVRAHMcucIVNdSM9yQMPPMDZs2fZ2toiDEKSJMHzFRNj7OA6sjYUsjKIQFpNgXFMOTeYLMvStvaum1IOlqj0gQ0FxnD40GHKqmRzY5NOr81of0jYatPpxCjlO+M+Q6/XZ3Nzk2vXrtJut1ldWeGVr3olGzdvcPPGDftaw5BOu83G5iZBGDY7ZKIo5PaTt2OAKIzI89yeSWHp1QYL1RljeOnMizz26KO28/MlOCsIKT2iyHYVSikkkiRNGtJIqxXbs+cYhNpYokhZ2J3kZVUShiGj/RFZmtPptFlcWGA8HuP7ijCOmc1m7EynZFlOEAboIrdUCq3RZWEr3SCy/k+p7eStXsK6OBghXOCEuGVhqTRPyDNrnb5elnz6U3/MO9/1Lu67717G4xHD4cg54yYMR9b0sSoLN4e0y6QqZbsfUssSBKzSOk0JwoALFy9wY/0GvV6P48ePMz8/j6duodo6KKwmJTSOAB7s7Gwzc7OVPM/BwT3dbpdW1XK06Jw8z+n3+/i+z+LiooXbspStzS2m06l1qfB9aKjWpkkSjXGlJzCmXlxXa3KseFQ7M0sp6mV3B07G7XableVlhsNhI86cm5vjyJEjzA36hIHdUBjHEQvzC8xmU5JZShDYhNft9pHSQ1clcRQRd1q0Oi32dnfJi4LBoM+hQ2u0O3ajoxCCQX++oeBaDzKftbU1BoMBpYMv2502URyxvr5OkiTEUds6FSwtWiPbqqIbt1hembK3t0uSzGh32qwdPky71SKUPmdePMtwOmNhZZV6kVlZFKjAoxUFxKEiChRx6KMEtH075AdDmvt0uh06oU9pKpQKCA3ks4xCVwStCBkELPZ7rC0vsdDv0g4DAk+63VAz1MrSIlmec2kyYmdrm0gt05ubYzluWdimsi2RpyRBFBBlMWmS4dj1DQtEiMppBQRB6Nudx8Zur6p0ZVkYaKtCrhlK1vvEmtvVC0ycfYanPLv0vrRzGKMNzsgIaQTaLQDylE1gYRxbYVRg3U0vXjjPeJawPxyxsbGJqTSddkyeZ3zpy1/mzW9+M3MLC7RabdT/x95/B1ubb3l92OcXnrjTSW8OnW+auXdgcgAEJghsU06SkIEyWMGyLFCVsaqQhCIGJNkggkGDLI0kBAbkGkwwlgAhkEhiZu6de+eGDvfejm9+z3vi3vuJv+A/1u/ZpxsGaapkq1Qq7a6u7j7v6X322ft5fmut7/oGk2GNdL7vv/8+L1682I3dgiELlFMU4n80OnEcNVrEXzHCZz7zWbTSPHz0MB1qsoB1o6OlxacwncJaFvMFbdNw595d+k6EatOFN4V7KTTNtmVvtc/Fep3U0EJHNFpzeXnJfD5ntZQshgmLbZuWPMv53Oc+x9tvv03Xdczmcy4uL+RA6jrqagbRX4nKiDt4YthudvsE5wM7l05rE3vH4bwEEZVlgXMjTx8/IcTAtTt32VuuGIaBjx59SNN1HF67DhFOTk+p65p+6PgoQTLXr93g6GCfV197jXv37jE6x8OHD7l586bABU7iOq1JdNEQaLaNFJCm3fHttTb44HnvvXf50pe+RFVV1FW9U9bbZPaptWDM1qiUGBjpuna3hA9eoNFpeRq9p2kaFqsVeVFweXFJ13VURcmd23eo65LN+lK+b7OmHQQH98GhovihGWvBO4kbzSz1vBJvqMzixk6S8WLADT02K+ReMZrNeos2mrpa0PUtznm68zXOef7KX/krPH/2lHpWU1czrh0dcf/+fZ4+f8azZ89YXzgePHjIYr5I+zDRLmS5ZQrWEusRaYKcc9y7d4/bt28LVIradfuRiA56B20C9INAX5PzLkTKIpfdqJEG69rRkUwSCW2Y4m/nizlN2wiEtm3QRnN6eooPgaOjQ/JE5Z0eu8JEom3ruGtwQFGWxU5UOkFXk3ffFDG8XC6ZzWYsl0tu3ryJD56ymCBcIUOEKFNZWRaUVYlfiet3lmVcXF7gvdDEp/TLvf09MfdUaqefuzg/w02L6fR9i+UKreV6a5qGzWaT8mSEJZVlhtu3b5LlBUVW4UPg7PwMN0qRyUwiDFjDbLlEKcWTJ88IztFebviJn/gpynpOVhS4cRJ+OmZFyWJeY0OgMIrlrKKa19gwikbQGsaqZFlVrMqSTgVUpimLGc3FhrC+JGaavMxYLmYs6oLFvKbOpRANo8a7EbtenxEilGWGUXNWixmr5QqTZfgok0NIE0CWWcqqRJ2rnZdOnmdXXYKZ2B053rVCt5y6WSMSeDWNGfHKqksl/nFQ4cqKwntUOkhD9IK9GlDKYozFkXx+CmFCDGPqKtNSvyqloKgQ6dMYWNqMqEvapuUnf+qn+PRnPsuNGzdAnaA0zOdzbty8Lr9P8AzD9PtYDg+PMBaUkrQuiXYErUxiiGg+89nPYqzlvfe+TXvaYK1YScQoF09mM4qFdOXDMPD82bPd1DCN6JONRIyRbbNluVpycHDI8fPnTP5BZVlyebFm6IXvf5lS+6aAn0ePHnFwcMB8Puf09JRbt29z/6X7PHj4EZfrS5qmFR+lGBndAAT6vtvh5FOnGfx0I470XQ9KMYw9WW4oyoztds3Djx7Qtj2LxYK2bcmyjOfPn/P06VPyPOf8/IL5XNIrrdE8evgR1hratuPDDz/g4YOPkh1OSUjpdtfv3ePZs2egBPoRNfp5wq61sGYS3p7nOSjFe+99wJd/+stkWcZqKbuKPMt2kMh0jSlU0noM1HW1Y9YYY6hL0TZsNhvW67V06HlOVVZcJO1FVdVcP7rOfL7g+fOnsuB0g9yUQRqaPM8Jo2dwsjsxWj7TEKOouIOnyHOqqiaOyfJGieZGG4Fku2YQTD5GgSGVQjHSbBqIgW984xu8/vprfPoHP0NZVSituHv3HodHRzTrhsePH3F6ciZnfoKEiiLbZX0YY6jqitVyxeHRIWXSu+R5ntINhaUWolitS8BV2B3oY99JDHZisGUp+6ftOp49e4a1htlMdm/e+0Qo8Fy7fo2u6/jqz3yVhw8fcnTtiP29faosSzBf+MRnJkVMEAvnHBEhkkwGlXVd03Vn8v3J6wxIZBCB0E9OTzg/P//EfkREhgHFFBQ2JmGkZfJHC0Em0rbtUjGxWG1wwaVFvSISCNElWxiP9x8nAKRGOBliTlO+1prB9UJQKiWkSkLLtOxGEuEB2L1/kZCKs+z7cm05efaCs/MLynpGRNE27W5fN5/PuXZ4wLjZYhSUuWVZlrh2jQ9ynu+ZjHlVM69zrPKoTHOwt89GGbrguAyBPLMc7q842FuxWC2piwyNp3SerMix2hjGrqXILcv5AfVsBkYx4ok66RCSDXHfDbub3Kbue3AumbqBn+iPMeK8w4QU7xkMxkxqAtKkIZz6yY9l4tGkoUR+rp/Qd40PEbTCKHa01nEcWC5nuASzDH2Hj5GyqqXQxcjl4hKt4PGjx1R1jc3y3QX01je+webygr39Pa7duE5Z5jg3kBcFdS0qeyUCCJlEgqcZusStN2gVd+yJ4CS+9Qtf+Dx5bvmZr/wML45fiPtpsSJGzzj29INoA8q6YrNes1lv2T/YZxxFCKat2HeY3NI3rSzEl8sE2RnOzs92itfnL46ZLSQrY0yMpjzLuH37Ns+Pn+NGh/Oex48fo7Tm9s07BC/dYFUJfq6CqLTFisPuzDMVJsXS9kIpLIUbj5YD7fHjx4yDY1bPuXnzNh9++CHPnj/j8OiI04szjLYs5ks26zXPngg8cufOXaqy4OzsgOfPnnN+vsYYzdmp0EDn83nCfuXzzrICm+eYXKJaD/YPqepKFpNNK2QOa3nv3ff4+s98hVlVU+7njIMjGMlEN1pYgCbBp6MTOOVg71DYQ21DVRZUVUnbNYxDR7vdEmNktlyIIFZpdIAiy7l+8zqr5R7Pnz+lWV9SiDCBIXXiahwotaZcVnT9FqvkcJB89YhRYFAs6gXej7ixw4acKbCqKiu6dsRombj6tsWlTJGqLglBMsvzrOXDDx9xePAO3/n5z8u9RGBvMWO1WHD9+jWBqdqe9WaD9yO3bsoeoqyEiTYZPbZtu4O1+r4VdtWsQgWFjhqvPNolNbMVPzw9n+0mt+mga9uer37ta5y8OGYchZVVlKUUIu9YLQ+5ODvj4aPHZFnGD/zAD+wscy7WFxhtJAIhRJQVkoT/uLFjlOZNKbj/0j3Ozy44PT0TOFbryW8D790uvjbPcoLz+OjJrMalezkESXAkiRYVhhg0Y4LQ8txgrUo2LrJLiTHgPOIR6D1KnFgYXU+W2eQbOKWuily7T/DjZHMTgqfvR/p+JMvlfMxyi/cjfT9pwJLZYZICWJPh/Uj0VxT6zFjOT88YhoGirnAhyqRCpChylssZ81nFGHt0hMJmlGWGVzUqgqbDKzHQXc0qSmPRheXoYJ+5sbRDi+qksdpbLtmbLVjM5lRVToyCDGBa7LXDI4axp+taRjfghc9LNMn7HUVRFlhj6Zpesp+NxhtN6APejbJ4NKKINVp48XHDzisrmriDGwCuTLymcWQ3rybdg4TohBDxMhHLHsXJh0ZasE3CnzzXqcPKmc9nFFkm9sheGD5VVVFWVVLUFoLjekff95ydnbHaW4kCtemANDUNsghcLheyhAS6NB5O6lJjTFLYT1nvArm9+sqrdF3Ht771bU5PhVs+mwthYLvd0vc9dQruUSiapqEsi507a9u0yYnVJJVrpKrK1KkYbMppuLwUVstkRxEStLRYLNBaoAGTePjx4QNWyxWzWb2DssSFVoz/TCZQYNd25FmROPfgUvaFGN5BNzY024Yb129w6+ZhWmpDWRa8/fbbvPb66wDcuX2bEALbzQalFWdnZzRNy8sv3xPiQD3jxfEpL05eiO5htUo2OIbj4+Or6bKeiS9RlMCpYUgstUroyt/61rf50pe+RJ5lzOqSZtvgvGDjVZELjOrkxsumBf3+PqvlknEcqKoSN46cnZ5hrGHse9CK2XKByS2Z1vjRMatLsiJnNqtomg0hyNfW52coAnWRMxjB8csipyoqtu1ml9bpfRC7CKsxwZCXGUQN5DRty+HhAZv1miIrmN1c8PDBI87Pz/AEhjQFGyeH/XK5pGlb9sIeP/ETP0ld17zxqTeEPZemBm00qz3RZOwPe9RVjVLSBDRNw8nJCTdv3WRoB5le0wFkjUThnp+d8ez5MQrFjRs3mM2mhkqkpEYpHj95zAfvf5AIGY7LizWX60tms3pHiGi7dje9XFxcsNls6PuBo6Mj9vf3ZR/nHWeXZ5LmqM3OSn46GiYoKs9zfBzQ2vD0yVO8j7tpPaQ9VZ4JiSVE+W91lerGOMaUV5MnCNpAkMZ3MhGV+zrDuYgPY0JIROLQ+ySI9OL/FQgUeUbwCqcmxbkSkd5ObyPibOc9WgvTVCYRzdB7gu+J2yYd/iKCdeMUuKVRyW2ha6VhmpiDw7blwYOHicgQGbteTDaNIStkP1rmOeWsxg1uZ0mU5Tm5sRhtOG86ssJS1zMybQnJs81UNXt1TTtuUFZTlQV5WWDyDJNs7kOIFDOFNdZQZ3PKqqQbOi43l+jQY/NMQk2SGtHjUErou250qEkJisBZNinSvespyiItnrudm68suQSi0trKUDrpJKJ0DlOh8PFjEZrT3zHukuJ8uBqlp6wBGbtLFJF1vOTy5ALvPJfrNdtty7VEe4tIwtzEqOm7nhcvTpgyD5arhSzDMulQuq5H6xFrtChalaLICqYlX54gJ+dk3+PGEW0N3/G576AqK956+60Evzhmc0mPC0HsEd0wJszc07RbiUfVQqNbLJZUlVBZ27YTj/5RoEDnfbI8EE+qybbCKIVZGNmXNFvqWc2dO3dkKZiouNev39iJAUXfIZ9jprJEcXQs5ivGYaDr2t347Z10YmLvIeK1bmjpu44iK9k/OOCb3/o2X/riF/ns5z4rGd6wg4KGMHByckLXN+yvFqxWe9y7f5/bd25DjAJ7PXvKZr3m8nKNCzIJLazACipGciXv1eVmTZEXXFys+eJPfZEsz9jb2+P87AyjDYURWMtozdD1uEEOn3EcWMznlGXF2cUZ0Uf29/dp2k6uNR8wJmO1VxJ1Wup6Bx7quqCsa7q+ITqP1ZF+s2FRF/jgqKoSZWqUMQQfyYzicLXgwhgwGSGOlIVFaXkuFcTSQxtNnlva7ZqX795hu2klf8VavvWtgXEQLH8YHZU2shgfRvaWe5ydnnF4dMDf+Bt/i4PDI+pZJc1GXZHlWWK3rdMNn9IbjeX58+e0bcuDBw/Is3yXq973PTEXl+NxGFNyY2Cz2exctyeFets0/O2//bd5991vQ2RHg//sZz5NWV058NZVlZa20DYNTdOwXC53+eJTTPDE4iQpqK+w7ivK7uTDp5SiabagzK4xQEHXdXzw/gfS8WubTF8nmMruMuaV1jtIjMkZODkoS6BYgfduZ2jog4cggV7Rp+1vhIh04pMnmfw+I8aKrcrkEu2j7ICFeJL807zC+RGlYxLq+p31SIh8osGeXodC7fJhCm3xg8NmBVpnDM2W6L2IUUvRN2VKY7KcIbKTF+TKUuYF2mguW4HZtdIYpVEEMmOo9w/o1htenF2KjgxpXIPSBKWIShOI6LLAvjg7AyJdLwlVzklHWc1n1MlXaBgG/DCSZyIUNEYTVUy4vThsupTK5rxEY+q/w813grbkH1IWpMuNVwZvSXwz2WnsoK5E0VM6+TFI+SHCDr+WPItqRy0exxXHx8d0beo491a74jd14D5ZsIzjyPnZOUMiBGhtGDMRmk3Z1t4YGS2VdOUiCIJyVgnTxDkpdUpJgVWKN15/Ha0U77777i6qNMuyHfFgYkhNmdKXl5fkRUmdlnOTxmPHfvEiPhpDoGmEhaQSt//4+Dm3bt6k6zu6riOzGXurPeaLJV3CpTfrNRfn52JPkxS0wzAkEZsBNEoZmm1D13f4UYRxwooT/YTGUJczMctUIza7UgV/z/d8D8+ePsWlACRjDKvVShhCFxeJHr7m7PRFWtKqlL1t6fpuN6GJyE2zmC84OjrCWLtjUhkjpneb9YYv//RX0MZy+9YdttvLHZuvKApG51ivL3FulJhm7zk8PEQpTdMIq+XmrVtilJe8lsLgyascFwZ0hDgO1FmWDv2ai80aFwMGBW5gf16TaUWeWeq6JGrN6MROP7c5GkeeV2x6R15WRD9S5TmlNejgmFvDGALL1YoPPjihbdbC7TeKu3dv0zQbzk7P2W4bSbgcPXt7exwfH1Ndq+i7jnEIFGXGT/zET/KLf8nfh7UZWSYL7W3T0nUNVVVxcXFBVVY8O32GzQyf/8LnWV+udwygXcPmNRdn51hruX37NiTyS9/3PHr8iNOU4X5xdkoIgS984bs42N9ntbeH96MUL5vv3LqncCrvHJeX4v10eFTvPLwuLy93O5aPOyCIi3JMiIUgElN2ewgRY2WCC0GcGrTWXF5c8pUvfzntNCYPvoR4cOXn5ifRIqC1nEnC0ZHrYGJy6SQxiDGILU2yldCIP1xINOOrCAuF0uz2YdZmVxOb0UQvjbR3nkxllHkpU46Kkto6kYtQ5FkuhS7tzoSdOi3eM4ZNy7Mnz9HK7AwctTEURU6R5egQMUZRmBxFJDOW3FpyhAygTUamocwMmdUEPHmWUxY587JiWdes6opoDYwDVVaQ2xwV5TWqpNWxQwiSmewtQ9unRZlQYX0I5IXYUKso9tB9L7RZ8QiyjMl6QI0i2DHIQVNWlVDKvCcLkaADOnljeR8SI/dKReq9xztheiitkpgtJkGO4IlKS+WLUewqIO4YTG3TopSiKgsWc8GuF4sFd+7c2S2wYoi4zFHGcuexNNESx3FgTFYDxmhskSeqssBzZlLoG51EZHIxbrtWCsxEd0z7mxBkivr0pz9Nnue8/c1vsk6dXFmW4sGTSAXiNipur8MwUFalsDVSxzSOY0L4RLzU992OXrlarcSXyaViOMjCe344l0Wj9xwcHKC15ilwdn7OjevXRXFt7c5mWyE3QZZZhnEky3KazYYpWGrSZCgUFxeXKK1ZLCVtzvXyHs1nM4a+Z315ycmJZCbM0gLdec/pySkXl2esL89l7B48o/MURc5LL70sk9ogWo2jw32uX7uONrJf01rv/JryPOc//U//Mt5Hbt68QdM2rC83WKuJLtJst1xutoxjx2pPPLcW8wV5XrDerNlut9y8dVMOTqUp85LgI0pb+cy9BzzL+YyqyDHR023X+KHHBXnf9pdzChSLuqIsMorMsO06nLHUWSEdp4FlVnPWDvTjQLNdMy8LZtYKTNz3RB8IxnDz6IiL83NmszknZy+4cUuCp/p+IMsKoUymFNCJhFHXM5wLWBd5+vQp3/rWt/jO7/wOnj+XjPXFfMbh4TU2mzXPnx8TY+Ta0TVu37lFnuXs7+9T1zXPj0UIeHF+ztB1FGUpdFOXmj+taLuWx48f8+TxE54/f8Yv/JEf4d79+2KTkuc472m7NV3XJ1hQRHtRa7q+5/T0hNOTU46uXaOe1bsJVaFYb9a0XZuu8StYavrvyX7eBYFiQHJQQBTXfpRJLc8z7t9/aYdcTBMzxNRsyWRjs0Ku6RgwOqbYY9Lz6bS3Mok9NbFL089VV1EBPrqrqQkpJBN8tvtvpdBKXK2zTPRyTduQ2wKlEWcPQ9qhqGStrxM5hN29J5ZqMX3+OY8+eMjDDx8SlMX3Aygl0bdFTmaS1sMacqOxRv5ZWEuWGQqjiTGwt5gzLwuqOsd3mqrKMSZiDGTWsJxXmOWceVEQxxGc7MONnhI9FVZruLg4R2vIC+mE/ejZNg3bi4axkE5c25QaZhA1oxO7Don9jDgvtiUi8Aq7qj0MIz44dFS7CyLtpYnRY7OPqUYVO+HWxABRk4Jtmu3SByZdQsD1PYQ5WktYTV3fEDhNRYqyFJXrOOKDFCgbTYLcLNoaLjdrOjcI/c05RjeglWKx3GfQDhe3FLlU3+DBZJJPbTCUWUl0gWgl3SsqiFqj84gbIi4E9Oi4f/8eznveeftt3CD2JGUhRaIsCjKXobVHrBbTm6EVo/M0661MfVre/3EYCF4upM12m3YMoLR8Bl3fgg5oC23fMI5+h30fXbuGNpp+kAWq854qr5iEeOmtpWnWKSBMmHaT4jZEyX2oy5IP3/uQm7ducnh0iFlK5/jwo4dst1uKsuRye8n5+oLLy3OuHV3j3p3b5DaT/O5NQ9s3ZHlGWdWMw4D30ogYa1iulrz80svEEBiGEWIgBPkZWWb54L0PePbkKbdvvYTRiubyAh0DmbEErem6gWbbcP3GEVVVkOWWPLN0TUu37bC22Ok3FB439CivyfOSMPbkyrGY5dS5IteKISJZ1yEwszmLWU2ZZ6yqkkVVsJyXhNFR5jJRtO0o7qY2MmQFBTmj27CqFxzu1WTek4WMvh8wKAocRSmH7sXZJSFEnsVHmKKgWtTUCO6tE/9+Pl/Sdj2zecXFxZquF0+xN998i9msls83LyirmmfHZzx79JiqKnn99dfFGBFxnJVGMOPmjZscHR4JJHpxzsnJKU3T8vjRE9588y200azXa5bLBffv3ycGj8kMi+WciAcjtkVGiwX8YAfKsqYfJLlxsVgAQsderpY7p1tjDMYa2dVFg2YKNBIFekiQtdbiamGtpSzKZImfOvK0swwxUNcz7t27mxpMu9M3KSVRAEAqCMIYi0GW8sYYhtGB8E2xCmot5pcoQ6Yzoh4Ai0NyNfLMoMcGpSpQWhbLaIpc3IpDsl6xNtvZ3AtcBn5ZY02elueyi0UplMlSwZRJBgJK+3TsScwtwaPCSHN5Qjd2KJORKUM0USJnM4O2Qg/WmcFmCms9hQarDHWWk1tDjIH91RKrI0VuGetciAOpahVljht6bq5uU1hFoCf4lkhJDGrXctrL8ws2G1FeXr9xHa0LjLXM6lniLW8JIVLPa3kDII3Jfrf0lsqa6IllyWaz3lF3+3698xvyWiq2OIqmeFEv4VV2Gi+9E3hKQMbdfkTFVI7VNCqKl/3kEHx0dMgHH37A2dkpt2/fISMxFhKVMkZ2Lp1d19F1lzx5+oSmaanritxaxhDwo+Py4hyUIR9zstyg6ojJwObJUTU6VLR0ThSZRVmQ54XkLweN0SSOedzRC19//TWsMXzta1/fYb9GCfRGElvZpC6WZZzd4b0odiwQkyJnt42YVp6cnjIJq9abDfNFjXfCa+/7ji7lfF+/fp0XL17IgvT8fJdfoNN7r7TZ0R7btpHJLhP2yQQRWC1Y9vUb18nznGfPnvP++x+gtLBluq7nxrUbid0jOxXXD6wv1zx6+JCbt27zxuuvc/36EUPfk+U5bdOxbbZsm2ZHCb1165aQCdpWmhetGYJLFuvw1ltvs79/JBNbL2K//b19YZLZjPV6S1UVYoinhPbct6Iy9t7R9j3LxQxiZNu2VFlFpjP65pJZZZlXBfNSDOici/Rdgx8GVqs95mVFbQ2ZNhzOF9S55nC+YL1tKeuSy2ZD9FtGH4ku4/Ryy7r1soiMmqOqxriRUmn0QtMMA045eq+ospyynvP02VNCcKg83x1Oq+WcdYL3fFoqN01DkYvg0vvAi+MTvv71b9A0Da++/hrHxydYk7O/2qOqJEN9SnC8CkTKd7bse3t7HB3s88orr5DnBT/zMz/Dg4cPOTg4YBgG3njjdWLwbLdrvvKVL2Mzy727dxmTx5pMiULSWC0L+mygaTYslksAnj17KgvlZI65t9qjacWQsa7rHX13Z9yZINphEJjaKisK/5jExpYdFDXRfq9duy7TRrJHn4KPxP1X7/QZk0271VBW9Y4qq/DY4FDtGZk2KSBMJArBWzZjyagU8zoyIyN6CONAUB60Jc803ku0sOiopIjaxKoKwaGtRhuH0eBiR6aH5AqtU1NVYlJ4W5EZ0JYYFeOQBKObAEOHcg6lbSLx6B18KVC5JTOGIs8oCRRocqvSBJ9hkJwjZTS5FkuXsigok85jMaupi4LKZlS5xSiJMI7OpT2tNJx2f2+P27dv77rO6bBQVhScPgSa7ZYYBWoQ33oYEi7ZD4PAIZmMeWJAl3/MIdPvzMuU94DaCYImnrdJiy2jFESTLqQrF1i1647Tpj3tl2SxJpPFYm/FjRs3effddxnHkRs3bu5iT6eJRilJGHvx4oTnz4/Jbcatl2+itKJtGtwwsLm85OL0lO22ZTavqMucMF+gZktCUSands8AZFkJytA1DfPFAh8DeVGgqxKtDH50eKVkAe4dL7/8MiHA2998B6T3FfZaCPSup++vBIXC9BAr7qbb7sgGIQTqWY0xlrqquX/vHs+eP6fZblmvL9E6sljWCbYbcU46rAnTPj093X3OYso47hguzrkdXz8Ez+iSe6fNsFp2HXVdcnF+QVXXfOqNNxjGkbbd8Pz5McNwssuqyEv5Pc7Pznepdk+fPme1t8fBwT5lke88kWKIKbWuZn9/n/39PV68OObi4oL79yT2OIZI8HB+ds7lhbCVssxyeX7G0dERMNm7g1EiZNNEZvWMrhXBXtNs2Gw21PUMQuTy8pK6LHFDS4wdtw6W7C1qSq1YzCqssTy+OKW5uOTe3TtUZUmd5VQpKrcuM5Z1QV0WBCc/i+Dxo+di24pHXD+QmQyLZ39RslcXzPM5pVJYm9GPjovNJet+pB8cOnpWdc15s0G5kZhM/nKb40Y5aLTOUvct90xUiq7rATg/u+Cdd97hyZPnvPraa3Rtx/f8/O/hm9/6Fn/1P/+r/MiP/AjVrOL69esMfY9JAkcRqm6YVRVVXeOSX9TP+3nfxWKxpO875rMZDx4+4OWXX+bk9IyvfuWrdE3HSy/flykjwoMHT/joowd8//d/P3Vd89WvfoX2a19DaZ00T4ZZPcN5x8npCdbYT0woUzbI9Jj0FbIUTSypBBnjpjMCYlTJyUHOpcxmu+KhtErMTqHthsSOcuOIMRJ6NQwjkQBx5LXbe9w7uEVpNdoWaO1Ae54+2PLmB1t8kfHzP3+bw9LhuyQ7UJHBRfpehHrOiyWTRHkL5DZLlGXnPEoZtAoYHVBR4GhlICsKtLE4J/o7jcZ5xTB6IbY0LS+OL/jL3V+FRE2ecjxypSkU5ApyrcgUFMZS6UgGEiSVgbEaC2gl5AOtAnUhJrNZJlOdyQx3X7pLPa9FqU9gcD2MiQyQTmVb1zUgFhExREY3Ym1KFNTJyK7rGPuRuqyxxopffRQR13bbCM2s62TRlOyWd0rKPNt5s8ghLpOKcJqT4jUGCB+/aOInLqJd0VATRgpTVCmopAaPHB4ekuc577/3Hqenb3JwcLDLUDg7E4x32wjP/d6dO2Q24/z8nOPjZ3TbhrHraBpx7Y0orBHdidGaqpoxm82ZzUryTHD5qBTVbEGWZxSVLL/LusLsH2FtjlIG7wJdlBu1dx2vvvoKo3e8887bkpiipwAc8aI5vzjHI3hvkRc7HvyksRECQE+W5az29pjNF9Sbze7gPj19wXJ1D6MVm21DntU7euflZoNSSiidWtP3HcbY3fMGH3YLeHlMS24phmLiN0NrTd+LvsAYzXa75TzpUzabDV3XYTvD7Vu3MSiePX3G+vKSy8tLzs7O+OD998jzTPQtUwYN4rMlUaIp2CkRJBSCPRuj+PCDD2mbhrKsGLqO1WLBjWvXxKhvfYm2mlldY62IzJwbqIqCk5PTVDxKFIHL81OJXh1GllXO/nzOtf05szxnluXUVc3ldsvm8pL7d26zt7ckU5rVbEFuI0HBbFYzKzNms4oiyynznFwr+sHjo+ayu6AbOmarmnF7wfU7exyuZhwsFlgi0Yt4tM4VdtPQx8gQFFWR03TihNr0Lf0woKoaoqdrG/KiFkjy6JD15QZjBFvvegdRsZit+PD9jxh6x3w258/9mT+LKRRPnzzl5OSEy80lv/p/+qsxWtF1Hd/7vd8rE7OCFyfH2AtL23Q8e/aUu3fusljMBeqxRqah1T7L5R5Pnjzhrbfe5vGjx1y7do2u7/kv/9bfkoAq57h79y6PHz8mz3Neevll7t27J9dyDFy/fh2f9mK70KhkRzNNE9O9rpPp4CQrmByjZWqIu/Nhx+SKJOdqfQWLJzPXkEgxWgldOM/EQn8YhUJsjeL+/X0++9Iez5+esx0MwWpev39I7B7x3tMOX1mODgpWwIdnlzhdgFa40RNJZpBlleJiRRgYoueil0YQrfFR8t4VIjcYR4+PGUoL4iPR4ZqgIqMTJ45ca+LY8+7Xvsrpi2OKTGNw6AAZGtN7CD1KD8S2wIwVGUU6ZxSkz1BpmVhMcjPOijxlzoiHmDGGvKq5c22PaKSBVJnAwy0j0Y9MkVN2YgwJP1pYP96JUaJglGI61zUtuc1YrFbJLVPvxiEQ5pFzDq2Eqyy5BT7lLiS7ZpX+3hWIxDoIEHTYQVcJtRJVaPLDmcSG00Oli0mhxYjMe7I85/DwkLquOT095eL8nKdPnyYbC3nNy9UeZ6enfPS+wF3tdivLNIBkxx3wmKgZg2eIMkm1my3nxy8IbiQGiQBWNiMqw97BAVVdsdxbsVguCWMkLyq0yTg4OCBCukBFqfvaa6+hlOKbb78j3l2Xl6z2VjIFeDHUc84R68hiNmMYR/zQo7WoezebDSBpeTZBgXVdi8GdiRw/P+ba9WsCTaXl4aQyjjFymXDloiiTetYTEhliu90mla9kWccYBEtOB/1qteLatWs8evyY4+NjlFIcv3hGWRQsFytOXpzQdi2b7ZbT0zNuXb9B9GKxEOOAsZa9vRVlkYsORhveffc99vb2MFqCzd5//z22W7Epz6wV6xQtjrwffPA+JPXvMAb2FsvkGNwIVbqQ5axkhssEu11vOD07pZ7XaJCp5fCAzEgC3MGs4tqy4mC5YG++oLQZIcJHT54xr0peunuHtm1ZzWruHF0jt4HLdstsMSPTMCsLssqiEWfpy7qn6T1Pjp8QyHBjx0t3bnBjOedoMWNvUVNlljBKHkluFN5m9NrQjEJIaNqWbFbRDh1+HAh5LixIlbGYL3BOvLm6rE+Q3Sz5qDmGbmAcPc+ePeOpfyLWOkZiqR8/ecxms+HP/bk/hxsHnj55wpMnT/j7f8WvAKX4qS/+FM+fPaPrBhaLJTeuXycGz3w2I0SJYqhnNVpllGVFXdc8efKYN996C6UMr7z6Om4ceP78OQr4/Bc+z8GB3JNVEhVerDd8+MGHstBOE4hMxaJLGoZBpoa0+5GkvmlhDYQreGtKL/yEBXwi5RhjyG2eDFFF5S31RcLyrLKQGGZZctJWSlhRpxfn/PWf+Con2xpbwXIuS2/PwBgieQaXxxd886MTxvKIrLCYROcSk8VAWVWSUtkk5MVIaqkPjoER70e0naAttdshZSkl0GhJZbTGUGiD8YE4QugdtckIgycDlvOK+WrJoq5YzGuuHS65cf2Qw+WSRT0jt5lkPBlFWQobSyf4SmcWpUSuYaxFJ29DYyXGmYReZDbD5hlBgY+ekFi3dhhEwq+CENSMtvTjwDD0FLlULws0w0DbNiIqTBbPWVZQFKMwijKhk0YlwrosyyRAJpLcfgMqm8LYryyb+VjXMX28QrmTN9YnOGuCtYBEo1O7ZbxPpns60d6qsuRgb4/lXEZv50aeP3/Og4cPePLkmcSNOk9uNXlaVhltybKS3FqMjmQTTc1oMpO48eOQoANwIdKOg/jmN2vOLk5ZHz8jL3JOHz/l7v373Lxzm9PjjqKuKauarCqT8MfzyssvUeY5X/nKV4Sh0woObLSWpC+lxG+o68GLQ2a0kSyfk5cF3nnOk8GaMYbZbC55AEoo0sPgOdg/SIaBklgXERX5bD5PS9QIIYiC3wvDa6IFe++J3qOMxQ2jiLyM4c6dO5RVSV3XPHz4UPya6hkKy+g8VV1zdnaGHwKX55e0m4Y3XnuVm9ev07Ujo/cMQ8+2aZjNljK95QVEIQq4wXG63eK94/bNWwJBaoMtSp49e87FxXmCswyLao53Iy+2W/K8oJ5Zmo3AUlYbjFYQPB8+fkw5q9Aqsj0/xzpH7hyubbl74xpHixl3rx9ysBSXYYXi3fc+JHYtn//Mp9FaczSrmVUl1472CGNPVeV479Ba8O26KAkBNv1A0IoHzx7TNAP7e3MO6pJXb15nZjV7VU2dCRc/mIgfA2VesaoDnR/JeocJHr+/R9M1LPKcsetpuh5b1YJrFzkHh/uYTFPmBWYvY9NsqfKC9cWatu3RRC7Pzokpmc8Fsd4fhxE3Oo6fHRNiYLW3z09/6cvcv/cyH334Id/69pu8+uqr3Lt7H+cDp2fnzBcr9lZLtpt1cnit0DonVrLrOzw8oktq9rwoUlJiJ7Yv12+wWCwkW6PvsFbMFLMs4/Lyckcl/3hevUC4IdnpSIMzDuOOVVXWpUyIlxe7omK1YRzdbm/oXUoLTA1oVLKL1CnuGZXCqAClBDWRA8YRwkB0hjAEdDByhrmObuwJw0agtu257DayJT5bgFUQdbIJGUAFdCZ05SF0uFH80IwKGDwZmRBurMUPHTE4cq3IbcEiLwjeoVQkxoEqq7DKEMIIleLge38+3/OpT1EVM6p6RjmryctMkCMjO1ithZAwkZemPamxVnYfClCRYBRB5yitMJkhr/IkGrZJtChFJssy8aRTkaBC0u84bN+1eC+YltZgrEJ7aJoONw5URYl3Y+JFywuxmShp3TjuXFqVApMlZlb6EAOeqEgqaZHpa6PRu18gwVMTTMUVd1sYEOzovH/XI8o4Ol0gkkd8SNM0rLdrIhFtDRcnl7z7zjd579132W7WGJtTZRnGZmQGVJQMhjIv0QFM9FgtCyZrDZm1KKIEBdVL6RKSJxNGMTohAUw89mHoGYdLHn/7G8Ruja1rZnt7LA+ukeeHIsJJ09St+3cJWvGlL34xFQooqjwRC9Sug56Eh+IcK0ttWxRJkS6LPmstwQmbZ29/xfn5KV3fsVztgVL0XcfQr4kxyhSzXstFMLrdzQryGe/CgPoBhXSAp6en3Lt3b6dcPzg8ZLPdcnFxQWYzjp8/J8bAcrGQAKitZICfnZ3y1ts9s3pGP/hdd7m3v4cy4nJw4+YNLteX5Ml/SW6cjG3TUCVreW1znj59SoyRIi+Y1TOKIufiQggbKCTEzGqqesbZ6RlFnvPgwQeM3lNrzeZiTexHbu7v49uG/dWKmwcHXFvNuXl0yLX9Q/ZWK9555x2GbssrL93j5o0jiIFZVaM1VGVBzAxaC/26bbeJEhoxWc7oRl6cnNAPPcTIajHn9ZfvcbRcsixzlsuKzAgko5UhtwYXI/nYUVmDTdYbGgWux2UZZzHSdj06KPZXZdISBJpNx+SjNDnn5nnGMHY7irqPDqXyBFlKlG0IkbbryPO0cwjwUz/5k2y3W9brLScn57z22qeZL5a89eZbnJ9f8B2f+xzj2FNXNUVRc3x8zN7+Hvv7K7o+x401oCmKEqOF6efSfaK15KQoBevNhjqfs39wQFVJeuVkljjtK4fxKrNjgrBssl0J3rNarj5h6a7MlfYKxY727rwjCwLvxaTr2HmiKUXQQkwZxh6dJmxrIY4R4xS279B9oF4U5HmGGwdiHCiMpSwKTs861ustihnOAR7GJFEwxshZkHytIhLbF5U0wISIjgE9dmjXYfAs85KD+YL9+YKqKMlLizKDOCl4OfCjktyZQmXoqPAh4mLYITsheCbqalRJfMi0sQClDFbLGYyGaAwqy6W45Za8yMW0FrFkiWqCexR98gBDQdCKqCy2H1t8lOQ1oiZGUT1KSE4gN9mO9bDL2DXiMdNqCRmKiLjOWnVlQxAFyjLppYsNuEcpsa6WoJqPKy53NeQTOOjUYXzim5LnzdX4CuMg9NuiKhjiyMnJC9568y2ePnzMxekpvu8ptMbqiEFiSXMj3e28riiznNCPGO8pc0tZynsyWYbPqorlcgFKMSThnE5dh0uOwTKCLxmDox89Y3tGuz0ntJeM7ZZceYr5HIfQEgfvefnVlyAE3v7G26IG7iQbupzgJefFqLBrRRx3ucZkkmjnE2w3ZRuoKBNGjHB0/RrHL45Zb7bcvHlT8kxmI+v1mnbbi7p5EPrydrslyxNnPkZi8BAiWS6T5mQq+Prrr9MPkrDW97K03dvbo2lkYui7js3mkllVU1UFXZfTNIb1Zsv5xSVKaWbzOWUuPlwmyyiqgnsv3+edd94R51atKYqKo6PDncbF2pxxHPngg/fTe2zouxYVI84N+FQAq6oElfHi5ITgA2dnLxiHnnqxwA0Dvm25f/0G+1WN1jUv3bvPoii4d+MG1w/3uHHtOo8fPWToG+7fu829l17BuZGyqiQYLcupyhIVQ4JoHVWRs9luOD07o57NGUdHURacvHhBXeS8fOcGN1YLaqtZViXzeY1Crlc/ygLYWAPeU+cZKs/JtGK77cD3OD9SGENhDKOflNiSChhCYPBCDhnGgTLkLBYL5vMZZ+fn+HTDK63Ryf0VojBoong6jb1jfljTtR3D6Dg7PcfojK999eu8/san+PDDBzx6/JA333yTg719sbuv5ED9vu//PopCJnaVa7TOkxXKLOkwBIV4+lSiCcZx4Nvf/ja379wV5XgrxImT7YkgDolUI8vnK+PDqVhMe9THjx/vQr/cOErkbtKKxBjR1kpSpNafOF/S+oFdzkiA0UeBcrRANibLUfmcoAyvfeoNQlaxOCyw2nLn5g3y2Q1ikbF3uMfZqcbYLk1M004LppTMcRxEFKkUWk32LAYXZX+aRU8YWgpG5mXGzb2Sg9WMxUxs3pVRKGPBTQUgCHwUA7hJcAkWlXQs8v1qd+gnseQO3lMQlSTEEolagVUonUljb40kEn6saExvX0CmFVk7BCISuWG7voe+Yz6fiwbEe5pmu4tgBQnk8f4qG0Ip0rhkEqRlxeI8BlSQChxA2FnGoFOwlEsQiVwUfqfMnoqEgh1MpfT0wavdviOmv8JkJp88fyKRpml5+PAhgxv46MH7PHrymNNnx7h+wHctuTHkWQZ+FBjAKsrMMKsq6ly6PpMb9hcLNA5NxGpNZi11taSuqqsPZiY5JyGFyRhdpOImjLGoAiHA4CN9iBJZ2V6yefwR43JJNl/itQHdctZ33L55HQ189atfR3spwl3syPJs142JQEkuSuVGMiuc8bZt5UDtxYyxKkvq+QyTa17bf4Pzkwu2W6EqN00jiXCtwFmTPibLMxQinhqSV4/SkGcF2+2W7XbDZz7zGa5fv8az4+OdsnxWV4QY6doG7x3n52eSIa01BwdCCS2yjO1mS14UZDbfiUC1FnhQxUBd5qyWS9qmZW+1J1qHxZKqnoky3RieP3/Gxfk5WkscqHeeJkaaFD26WC5Zr9fJXj2yXl/SbdcslzO8G+i2W16+eYNb+wcsy4J7d6+zv1gxKwquH+yxt7fg4vSE85MXvHzvDrfu3CUoIRoopVDWJihmIh8YQkhUy6IUx9eTU4hw8vQ5OkQ+/epr3Dk84HBRU+eWuhKLCbm3FMFD9HIQdO2W2ayiXIjVvlUlfpRl+SIv8A4GLNGNPH32iJdfeZ2+G9mst8RRqK5d17G/WoHWGKtwHkwmS1OthK49jilRb5qaokRXu8FzfHyMc4HttuXJk2ecna958OAhzg184+tvcXi4L7HMfcdiuWCz3fK93/fzuX3rlsAi2uKclyjmdC+XVcXgRj588BHjMFBWAn1Ozs2z2QwUVJmEeflkYTPtND6uTp/yaKZJRexDAmH0Ev2Q0AuVzhNjzQ7SmpbwpIW8SkJkPLs9CyhiVLz70QuOc4uKJWMzsh4abh2IZ9rJScuY15yeb1mf9+T1DKeU9LRGUeY5LvgU6SDOFFfNr8DLIQpzzg0DtYoczufsz0sO92pms4K8skQTcdETXUSnpxHijpx3KjM7iQNKyQ5XiSULOp3Tn2zN5TQNKu2jtVTTpEpXWiX/QykMO6/0OBUTduFgYJhGEVvkZbI6tqmACEc8+rDjzZMmhrquRCpf5LRdK9TdZFbY91exjfKLyQsYR7cLeyGmpLGpSqT9yFWxSC82XjEr+MQORNTkSl8tw4w2RCV8/vc/fJ8Xx8ecnDzDZhrlPKHvya2htBJWk1lDbgyF1SyrgnldYkIgGs1qMSe3Ymkwy3LJxraWxWxGllm8cwQVQUeZ8oKoRaOoIlFRoC5lc9nvKM3gPb3zOCxjHGnOTujbLa0PKFNQzecQPNduHPK5L3yWb775zV3qnvbCHjk5PRF7+lSIdYRmaNJ7LR3oYqGpikLSzbxjebAgIhb1223D8fFzTk9PCUE+j74f6PoON0gxmaK+NDC6KSFS8jJk0sk4Pj7GZBZjDYvFAqMUx8fHKaRny/nZGW3b4PzI2ckzZrMF+wcH7C2XTBYi9WwmUJX3jH3HmCmUKlnOZjx7fkx2aJOxZcusnhFDlMChBDFIcpsICpURN9PlwT5n56diXOkdzVYcbGdVge97CI7vfONVbqz22atKXrl3j+vX9iiU4XC1hyaSG8Olc3zmU59i/3CP0Xk8UFULxn4Q/7MolhAxy3ZFBRRVobh5/Tph8Dx5+pyx7bh94yafffVVDhczDpYzisxQljUxerSZkvOiGBueX1KVJav5jHbs2VvMGAovPmhdz82DQzLb0EZF4zpOz4559Y03sLlhuVzSjwPXrh1xcX5G27Zcv37E2dkJwyjQ0DTJBuevzgMlXbAK4F3gwUcf0boRrTTj6NmsGz748FE6wEf6vuPJ4x4Sy7JpOy4u/ku+9a1v8Rt+w6/j9u1bjEn/YJKFxxQPcOP6Dfb39+n6dreXmApA0zQ7KrmwraY9qRz8wzDIdG/01E7uluYT7Jolt1xpLuSekNP2Cv6O6V6JKWNdKyUduJ6+b3dacnHW8bzfoGxOphR23PBdnzrk6dOnvPXOMWN5DWPkkC2rSlx5o9gyDeOAcyM6KcC1kdho0PI7KIHNbXAsK8WNes5BXbA3q6mS/kNNVTAqSIaOMcjEoE1G1FmCwj5GHlAJ9kYTE7V7d45+jNWqVIBEa47WQGLbqhQKGD9hdAuEOIFfaU8uRXYCxuz+6hZdE5IViCPEkdFHjDL0/ciLF2cs5jOKMk+yfIXRAndJ/K0jy0z6JSQxzGQ5CrFOdt59YpTUSb2uUkd9xShOv6AGH+WXlz1IwiuD32GeRmU7B9wIjEPg4cNHPHzwIWPbUhpD5hTNIF741liCGymtYZZnFMawmtcs6lJGzhiZVQsUkFlFXZXM8ozMWnJtyYzGKBhNlDc6QW9GGwkOSoey8w4fApmyaGPT6AiZVowxEJWijoZ+HNDbjnN/StfUrJuG5eE1DvZXvPzqy3z7W+/R9D21ViibEhiDl2CiqMALC0JrjRtGtmEjGpokaowh8uLpCc576rJkfbmm6zv6RrQmU0CWd263hM8yTdsO+BAYepeMJjuapuHOnTvcviUakodPHuF9YDmfs11vaLZbnjx5LIXDjTTNRkwYvRATHpdiG2OznLHvxXl3f58sz1kulxADxehBBUIYGV1HnmvW6zMODg8gCaxmVU0cPSYocIGoYBgaVPA8f/KU9WYjIjEvEJwm4LoNhwcL3njpdfbnC1ZVzUt3bnH75jUYevbmM2alJc8tkcC92zcpqxwXnMAyATJt8YwYqwnOM/QNeloopjNHxYjRJYeHh4QA7TjgiBzOcw5XNVUpqZEuyH6N4FBhJI49vm8pbcQWJUE55rOSYXC0fqAqM46O9qnnK8pnp7y4WDP0Wwpj0Spw/doBZ2bLyckJRWbFsqIoyHXJ3uqAy8tLiOBGv/OH0nrSEEesF1uhy/VaoGgl7tfbZsNmuyHGSFXNsBHGCCHtJYfosUHhGPno/Q/5E3/8T/Jr/uF/gNt37wIeY5TQ/UfJj++GjqoscW5k8ANFWcgBRpQo5CD+eRFBLiIyHelU/CB1v+mM0GkP6UaBWeWATXvCJB78eFM6ee9FLxQdldwygk/2SlpjlJi9EjzdODCuz5mVtRgTZpIvZGcl0VqsLfC+I8MRfU5QDhc8Xbel3fRybiuJ9FZG4UJEG9BxoDaaW3t73K7nrOYVizpjNi+wmUwDk1jDhwhRo8kJTpp4ZRRBgVICwZkskyKowBDRxhCiwFnyXgVUam4jsk/1ykjjoMTqRBy/U1ElkXOj2PhL/x4kJZKAd4E4jpLZogQNssoo5ss5x8dr+qFBKU+MGowsgh589BG3bt3i/kt35cDysgj1zu+wSYlnlQWoTwvNPMuTNUG4Gpl9wBuPxe66g2myQE203DSpTFGwU28wKdN37cQVP/zx40e89967hHEgU4rcGPwwUOUl2hi2lxsskdWsZl5Y5mXBsq7Q0QtmW86YleLdZTSUhaVOBSQzBhXkAjXqSiFvjMGkPUyW6G/C1HLCPlNS4GxmMFZcZJ2PjEGTaTBVho6as37gxeOHPHj0iMNrt7h35x7f8ZlP8/U336ZL1uLWyHsT0qK0bRqU0hKbmj6D9Rq6thU7GmNQVtN3HWvzyQjeru24uDhnPp/tIEXnRP3f9wP9MEDy5GmbBmM0i1nNo4cfMQwjjz76iL6T5eDl+QXBe9aXa7wTIdY49tI1juJAajOhgde1JDxu1hueP33G/uEB4/XrQhTwnpu3bpFZSX87OjzgxYtzmu2Wqqo53W54/vQpIUDf9RiraC+35EXGi+MTRpeyZRL+XGYZdV5yuKq5f/cmq6Jgbz7j7q2b3L52SHSdUGlLS1VJvOfopmRDoaKTYgS0hiyT7tJmFhdHWVRm4o827WSCjxwdHLBYLBn8gC1KFrOKWVVS5hlaK3KbYUyUvBLEOqOsJKfe4TC5lWWlc+wt5pRFwWKuODnbkN26QVGWbIeGeijouw5WkaIUAVjfeYpC1PfOe1arFfaxGEEGFSCxCj/u8jotk70XsgsJ3RYiS7IaUXLgZok8EVPB9D7Qh5GizHj33Xf58T/14/zaX/drWSxWDEOH0RnOD8Q+MG42+PkcpRRZnmG0hLDFEHdCwDCRRVIjOvlJhSgppsYaua6IO4uSEITaO33dmGznHh7SflTsUPjEGSKhXonUo2X2FofegPeOVem5tr8vk4Cx2GyBLmqCLhErTc/Lr9wmbBsePz8DG3n05DGPHz9E6YKyqNK1E8X2SQVsDBzNSt5441VuXTugwlKVOct5TVFnYDQelYqANC9TLO8QXJIzyNnovBMITqvkOizFGG1Sc54qsdJCSEn2MDGNn1MDr3RyBInpaphC/qJAYlpJg9E1jezI+pGhEzsVbTTKaOy2XZOXIp8PUagEbnTyQ1WUXYeCqizJko6g6zp8lA9mTHkg0uG4HVapjf4YTinThEt52tZaVNA7k7RoYjJMlPdoYkrsJhZFYl3J5S11Uv7fDz/6gLffejtR1mQH4UYxf8xNxjCOVHnGqi5YzUrmhWVV1xRGowLUdUmZFylcxpBnGq0l7wAni38RGBlsZvAxSEqcEe8e87EdjkTW5ng/MkV9Kp00FzaTD2OULsfkChUMViuCG9gcX/C8HXGbLXfuv8wrL9/nzbffoe86liuxV3fTLiQEQoqknQ4ArTQqwjCuGYZBFmJOtDlididFQnJZnORYh7DLfieKq0DTNAQnal184GB/nze/9nUyazk5PeX45DhRf/sd9VKFXSsutvY+oBPc6HEEFySXoa4lUwI4OX7B6YsTDvb3uXb9GoQgsFiImCgkh5PjY1555VW0RqxbyoKxH2ialm4Y8F6st7NMDvFx6KmKnKrIOVzU3DhYsqoKbqyW3Lpxk9WsxsSRLANrIzAQY3JnjYAyTF5EWkGmgDBiTBTFr7Yp30bvxF5ohbJglEJri4+em9evgdJUVUld5uRWM3qHtpbAgLEiHjUorAkEFxiCCOw0mkVV4RCcXgOLKqfOS2xmaMeWgcjQtpyenJBnNWWRY62h69uUEpqzt1qxmM9p2yZ5SU331dSRf+yhrr4W1Q7PYUpRzLUmsxJTHZPoNyph/2TeUNYlZ2fnfP0bb/IjP/wjEpUbEfamBe9HxrFPDdZIXYubcyAQvVjMW+vSbuxqmS7eh9I4uShngY9+F5GtEDwfpXYiwhBiIrfEBPtMO1P5XimasoOLMdkbofBKvLUg8h2fus8XPnWXJ0+fcdFCOwbef3rB8wsPWY3KFMu9BWQ5T56fEfzI7RvXuXfnJtZWydW2wJhIcD1uc87KWl46OmRWWrSFoqgku6gUS3+vwDtHs+3YbBuW8wU6z3GjaLTcOErBs4aYSVF3SpiaJssIBtGvGQkvUybuJiEpLBqtonRGShiAE2SoJkgqNQcCxwf6rme7XrO+uKTZNlfXfJzCtRz2G299FWsts7qmTAs+omRVDH3PK6+8wsFqjywXGt3ovWCrWmONTWwQCbofx3FnzSFK9JgU7Uk70TvGYRRnSyUZFNOoOhUOrWX60VGnD5dE5VO7xLzgPSpGjp8/51vvfJO+34r3Vaqq221Dmeco8ShLk4SmyDTLuqbKM3RwZLllVgpzRLBdTZ5pVPQYPs4CE/gpJovoPMvIjAQNKTWpZhHsU8tBY60RMsF0sUcRL2VKqKYuBLSHnEC9qpmZjPefnnHy5BEX5+fUe0eUecHx82NGJ0FRNr3nWmua7XqnYgfYbDe7MB4fPKFLUaAx7sSYzjk2W1Gjt21LVZYpha7n/ExYXlqJl884jPhh4Pnjxym4S0Zc78WxeeLnh+SVBeI4KrY0csH66OU9MkIh1VZTljl5lkOEvm15/vgxFycnPPrwQ/b295kvFgxtx97+EafHJxAjq/0VRVkwXywo84qmbVjuibagLGseP3xCWWS07ZbgeuZlzrXlnBv7M24crbh5eMi8qonpfcw0BNeDzohRfIZ80ERS1qeaPnslpJAY0vdpJvGaSst8F4XGnVsLCmxhuXHzOkPXM6S4W2H4KHbmFFoEutFFgnHEdDDHGHDI4tQRhcQSIDcwxkCda25d2+dsu+Fs6Dk/P+P69TJByJGDvX0uzk45OLpGVQrTbRx6nPdXu9x4xWqSzD+YRL8otduFTcCy5srgVHYNQgMmis7CjQ7feuZ7e5ycntP24064p5OjwRVT0/HBBx+wt7fHtevXMdomyDHuDvOJth6jsJqMlbNidCNVin9VpKkpeDlbtBZzVu9RIV757MWAmXigExEnHZAxsT2Ft54cp5HppBtbHj99xk9+8eucjwVOVzjXE53GYwldz9tvv08eFX0AFwb29pesljVWWeq8xPhAe3kOY8+iKjicz1mUGUVdMFvNqaoZKoL3gbYb6IaBYRzZti0fPfiIm7ducf3oGm4YaS7XdE2DzYzQmQuLySxFVeGMRucZalaIDYme5BaTK/BEKtDsIldIGrw4FQ3A+1Q4wLmBtuk5Pzvj/OyCtu3EpT3AGBwuOKIP9H2L/dx3fpZm0xC8p+862rbHGBjHnrZpOFityIsrXxmrwIWQxiYoSvG0n/YROxovwuJpxkbETtowjOPOQx+uFlzT5TothCY7dyWZujJxJPW7w4l47PScd7/9bbq2YRx6VIjYomAYReDignTneZZRz0qM9uSZYT6fYULAdyODGwhViS1zFEoOvwljTGE1ChkljTXpApVFvMAlUrnzLMcmG/QQApnJP+bjRYq/lN9JK4VNOxSrNBkjRfSYZYHV1/jobMvlOHJ6cszgoCxr2lYCfIqUZV2k93NS2BsjLKw8y3eL027opeiqdPOndLhxGFEqMvQ9fddxcXGRlvaevh9klzN6UaEPveDeIcpySilMjITREVLIjXR5iR6qdJrWLDqL9IN83hMk0Xcdm+R5VpcV1XJF2zRsNhs0iuP+GWcnp7x48YLV6hSMYTav2N+7x5MnOcvFklDDam+PelGzWq1YX6yZzecs53Oid8z3ZyzKkv264ObRisNVhVGSKJdbndgsEvzVh5Eit/S9IpBhc2ERTpirihCmDk7JIet9YFQ+5Vmk7jdGgjYoI1naOkAWMtEJDR1NP5BXkuYXfST6iGxeA1qDzlwSmAZJwvMOH4OYJEbJsQijp7Ca1axmb7ng/PiUYRhptmvqeibuwsll+OiamF1KoU8x04matFN4JzgEkOtcy7Sj0tfCtIQOkcH3aSIJH4ujdpAgjowCowvGITIOAZVbulF2ASFIKqhzjq5tJa6glOs3RGFd+dTZ+pQLMi3U5bUlL7tE1S7KQjQfWrzEQCjMck7oXSGySfw7TVI7Nmf62qTb0tpeQeXpfYq+Y32uGQeLjzUDJZ6ZCPm0wHZVvSKOA/1lh84sTgUutufUWjNegu0HDqqKw4Ml86KkXs6plguKeY0pMlzb0zUtYyfhb5ttQ24zsIauH3j//Q92SahuHJJdfiOs1cuAzSz1Yo6ylmJWkZcZKps+WSn9RpF2xXGqFbtdxwRVya7Z4d2AH0ei9wxdz+b0gpPTMzbbhq4fdoLtdhhw0aEAPzpsrmDv+hEhBJ4+eUKHS1blOZ3WvDh+zuH+PqMXd9CoBNeOXjI+SLhlluXkWSYvIkTGfmCxWGEzw7Zt5FrV+irTPE0WIVEaMYBPFs6o1JFFiBJPSpRkL1Bstw3vvv8um2aNG0asI2UyZGy2DUVVCT5oM5b1nNJqZpVhWc/EPrvIyKsMS6TMyp1AsiwLnOsBjc1tUnEK78PoiM3yBKHpZGpnsEaoyCaz5EUpN/04da1yCMS0HZzYTpJQJodPkVmMD4xjZFVn3GRO9/yE+XKP3sN6vSEvas7PL7hsG+bzBc222dGfgxeGiksBVzHhmdFLVoq2EtuZGTF0lCCtwDD0SeErFhfOOS4uLiVEKhVHHUIKtJGONTAxeMQGwuGJ0UMSPuLlALVWbBGkyIneQOsonlrOsd1u8aNnMZ+zXCxQETbrtegtkP3G2PWYIsOYwGq5REcJOXv44DEqBpZ7S5r1luPnxyyXK8a25XD/gDwLLKuMo9Wc/b0luc2EWafEZkSlJaFLVuFt3zMMHqMtWme4oIhOJdsKUFGRF0ZYOwrJR9epmGqNk/EYn3QMSge5ZjOFRWHrHKXzXdIkweBVsu7PCsbgyAhk2jB6x4CjDzJ94wLBOWKU50IraqO5uVhwcn7J5mzNeYgpMCsSfE9dlfRdK1b9ZcF2I6purQwTr98YtWP5hHS4irjXoBEBHj4kxb/b2d1MC23REKQwOYsQIbKMIkFpxmpcJ81UDEEy3JPr72uvvUY9qwVGScv8GLwwrdLEg49Jd6Z20QXaSEc9DMOusPm0EI0htaITsSbB6BNka7TZNXsTPC7MLosxOTGOhJCWXkimjMkGvAMKiw8O5yx93zL2W/onG965uGDoJQJ8tap55c51lrOapbXU1nLz9k3xTyuMOHbUFVlZolKGUt8MXJ5u8KPnsum42DQiXi4rinzFN9/9FsvDGxzs7zM/WLCqSs6eP+fF82f0fctyOcf1FqMqyrLGFmVKZryaITUSBEdqDCQLPf1piAQ3EpwQctzQM/Qd4zjQtQ3np2s2m4aTs3POLzdom+Gi27HmpvWE7TtxKq0qsfOdz+cQI6Me2dvfByJZUVCU5bRekz1DSF1TGjltih7tuyHtRCzjMDCbz9i2bWp2kgum92Qp1CTGNGoFhYtu1ylNi/RpB+ITm0BrzaNHj2g2W8ZBVLRFXlEUhq7rRckbIhot3jve41RARUN0gcxaZnVJbiImRPzgBJog0rYNw9izXC5kkgpSqY1R5LmlsLl0oUF2NrnWoExKOpNFq0ER/IhGXDh31Ns0oTnviWMny2oFVovwpzYa5yKLwnHrYM7js1NGXVFXNW3Xcu3oGl3fsV6v6fueYUheZcZQ6IKxH+lTce+7YedyO+Vk9H0v3Z73bBrBxZvtlqGX7Aw39iIITJ5dRWbJVOI4KimiE3lhMlLTUQl0gLwfV8mTcjPnuRTX9eWatm0xmRZfHtQOThvdSFmVEIXSKoQEJQKx4HhxfMzf+pt/k+s3bqPLkrIq0SGSZZZ224inkdX8kf/s/8n/8Ph7P+7VtxJFk8Sk1FMDmvIrBJac/KJAoCuJZb2yFYmQ4GaxBhFhYUle5Oyl1M8izyGK2l0piUAuK4nbnXYRxirZTCggsYpE/6F3NuwTU2ocxrRTtR9z400xscZ8nKX6icdu1zPB40rvGEdymF41qqKNkPjbvf09ZkY8rZx1ZHnBjaNDjDpkfXHBg/ff49tPnlIU4vqwKivmUXNrsWSvqjhY7bFYzCjqkryudmrucYy4pqNre7pm4MnTE3rn6EJAZZbWBy6fnbJte44vOt598JzXvuPnsT+f4ZsNN27nqBhp2w2rvSXbsWf/xnVm+3vEXM7fEENiUiE2UYE0nck/vfdE56UwO4GYQ+8Yho5x7On6jpOTE05PN5ycnvHi9Fw+J2PYtK3YOaVclrwqsfVsTt92NE1HUVQsF2ITsN1uabZbQKFtdpVtTkrISssum4l9+1SVXMLFsyzffZCSR+1246n3HhvtDo/d2bsnVpXkZYjiUiUDspAsxz968BFPnz5BEdFRkRclmbRBBD+QZ2lhbAQbJUweWenGUZE8sxg8BIfzI7nOkvJVY4oKg0l88pjs6+2VNby2WEB5gS5igvYkO1xovNMuYhIojeMgorEobpi5Ujgfubi4oCwKieJFkXvH3Hr0PINY8+RiAEoKben6XoJ/jo44PTnh4uKSYRg4Sd2md57lUiwiMpulXZPsM1T0FHmGax0hisvAMPSsL9dsk4sv6YAIzhGIuH4gN4ZsUumqhCOnIjLdmFop/FRE0vdA2r14CRVbzOd45xj6QfzVtEpmbZoR0N7LAZPIFlkhi04fI0PXE4Om2W6x6bM8WK3o+wGVzCUPDw//m5+w/z1/7JbOSiDZzNjdPe2R4hHTvmwHJU8MrXTwTDR6YAeNFkUh/ktGc//+SwLZBmFKudFBim2YWFw2szuquUYxTtB4IoRM1iwA0cfdzydCP5miZrIL9MHvgs4+vueAq6ZmxzBK1+a0OI6Tm0WC5Ca4GRUpZwVqHCXXfAyUtaGeiY9WWV4jRgW6YL5cYGJgYRWv3bvFSzevMZuVZFkujazVdMYwBk/X9IztKK7W7cDzkwvef/gMleWUyzkmy1DW4OclunBcyypcbniyGXBYdNtih5bZYsFsMaP3A0fXblMf7kE+JSwCXMG0u3sSZOLwnjiM+FHOCz/ITnpoOvqhox8HttuGBw+fse5GXrw4xUdou56z8wtsUTCbzSjrOXVdk5cVdj6bY7Rhu9kQg1BS91Yr5rMZ6/WGfuiTsSGgpDMkCrY+sTqmLtUYYcPEoHc7kYnlc2VHEBNsFQg6ShC80qighAWhk5AohUWBFBnnPSdPnvDO2+/gvSO6QG4sNkWSDl2LUoZx9BhrKYoK5z04z3JW7uiifdsSZyUmUwQVqasiTVCGLM9kMegcbvRyIVgJW4oRQlquai0LRZ3G6OB9CqiRLIAiE2x2YojIklaokkopbJ5R65lYcDiHzEuRXIPOLbHt2c80XWE4H7bMijlNu+XRw4e88elPcf3wGi9OTjh+cczxi2PqvBAn33Hg9MUJeaJzai2ak3Ec0AqGoWfoB4JzbC/WtNuGoRU9iIpyIyWdbqJqOqJXGBt21hBT9VAkiwRjdkmROl0PiYmZoD9NVpWMQ822benalhCCdK1IHrrUJEVZzSQjZBDdhTYCv7hxTK4IUGQ5dV0RVKRpOurZLGHy/8Pjv+ox7dBVWh5P08TOyHRiKKVJ4OOPj//39O86aozSWC22GN/5nZ/j1o1bzGcLmqahGwY26y1Nu2W1XHJxccHl5Zr9fcmDkcNeC9sts+ws3INQjmOQRNLpZ8oZ4Mh1vqP77k6fSYwcE4ssfS2aCTO5KqDA7v8PPhC1I0ZBIYREIbqVXGkiOgmfU74H4L0hVguuvfop6llJbXNuH+6zN8sZC0NbF2x8wPlAGCGOHhcjzmlUVqEzjcs9ttrjtTv3MHmGzjKquuL6tZssFxI/MVlHxehxmzMevvllNs+fcn05xxGp5jWmLIg2IxiD8lfgDVNBlTeP6BxuGPHDCKOo5P3oGTshSnVNS9v3NH3P46fPOF+3HK+3uADbbcPFei1Eq/mc5XJJUZYUZcl8scCGIIltoNimzIaiKMiznHo+IzZK8HXnxMkxOWIGJ6PlNB7GENHakOfixinLXBEe7gSAWuOVpPj54NFe72ipcZQP3GZ218FPF49LVOEnT58yjCMTxJUZg1GWPC+5OD8XqxItU1FVVQQnNs1+dGSznFldkxlkATzlTCR7Fq00OpqUNSB8fP2xD9JH4Y5ba1N6okEHsYgYhlGcWT/GdJg6J7PjpQ+JkQZosYKR91Lvluu50ehoWZYapTxOafqzDZtuzWq5oA+Bs9MLXr73Mq+8vOT27VuS5Jes0Ye+5+mzZzx58oTLy7UcvApiCJyPTsSEY097IZkdIRXYmASbescbDynIpk8FZRr3tWDx6WY3emIkmd3vqxKrQ4LJFJNL8mIxJyq1s6pomhZtDWEYUiywTwZyJWPfS+68ssI1N3JNuHHEWEvXdQL/ZTa9d/rndIge7MM//U/AH/p34fjFJ/9sMYcvfCd87Rtwuf45Pd1/5x5Hh/A/+RXw//lL8OLkk3+mtSiUtbmi8ob0N0mdLZwAlSDLTz6MucoCBzEbNVqTZRmvf/YNrt24zsXlJU+fPk2+ZBNkBecXF4zDQFVVXF5e8ujRQ/I849q1GyyXS6zNiFEyfXbMwQR3mZQlHolUptoVhJ2RolayrPo7HkrrTxQZkNbHO7/TmCml0dhdU4sKxOi53FxSlTMJhkq6rrbzZGWJnS+4d/eQ+WqfWVWIqJOI9x2dhd6mJiqKBQkhpD2DCKxtUaJRZMqkKIYJ9o2c9B1jXnL96GiX3q1VZJEdcO36dfT2FOd6vDG4ECjKUuyOokooAbJPigoIRB8Io8On4hFGYfx556R4dMkLr9lydrnm+OSMJ8cv6EbH49Mzttstm+2WGzdu0LUdz5485dGDh+R5ztHREbfv3JHzQGlFUebEOGez2XB6cc5ytSTPcpTRODeAS/ihlqKgMy3231GT2YIYWhQZUVuC8vgYGLyHFD4ln6p0tx+fRiYGhOgJ5M+mtMKp4x16x8OPPuL85JTSZowhEi14AnWZ0XWNECTTkltej1hlm3mFNopci/DL5gYfI/04yB5G60SWjlcURSAvC7kBtEYpIwtGJXbI3mgGIjbZyZDJxThhjeImmzx7rCzwUBmjdxgjNwNaU+QZfeyIUVhsmYpoDMZoyEVAdG2mGc8b1tsRPVsScJyev+D+S/eYL2ccablxy7pisVyy2tvn1q3bPH7ymKdPn/H8xTHb7Zah6xi6jr7rcH1P9Gn57UdU9OjAbjkco7B/VFSyJPaSnGbTkjVKsk/Cw5WQDaJEXgrTJ0A0WJ1J0E1U5MUMhabtWlDQJhuVskjL0gjOD0KzLSzekRadcpNt1xvq1YL5Ys62aSnLkrouKLRlfXbxczlfeeUl+Cf/UfiLf0UKyD/y6+HNd+Bv/xR87jPwN/4C/IJfCX/zb/+cnu7v+fj48/63+XjtFfgPfhR+8Jf93QUEJToH2dUJ+SKmTjUQ0nWeGth0vxqjIHpM0scoPWlkIoRAnsGszlktFpwen3D87IToR7LMsH9wxN7BEdZa8U2bzRhTrMLR0RG3b98mRlGibzbbnahVKfBe/l0buS8niMoIfVGaPWPE4yzpXJQSfZZi0vKkxfn0S6WYiRgju9RVlf4/H4RQEKSANI1nyFp86Im6ZhxG8qJi7/p1svmKa9duMZsv0Lm81rHvwSl89Gh7xd70g+P8/JS2bYnAYm8PXYvKPETxQlMBVPBJCR959uIxJoOj1YHsGv3A8ZOPOHn6CJ2Qm6EV49gwelRQZEqjVICoiUETvYRU+a5PhWPE9QNuGBiTT9c4eLpuYLttubjY8Oz0nKcvTjg+O+Phk0ectj3KOW7sH+C2Dc8ePmB/NmfcNJwPAw/efoef0RqbZRI96twoebx1xXq95uTklOVqKS/USybwxHgISjQZEonqEyMp5WZbexUSD1dBMKQla+ogJh522q2DmtSocbcgk5hHzdmz5zx7/lxMBRFbA5QiuBEfA23fUdcSeFNVNXkKq0cpfAioLJNoSSuisWF06ELvCpq2hpCgKIHmxCK9KCbabC6TkvcUVUVe5fRth0mjv8k0xoSdJ1b0QgUdxgE15aOnw1An1agCqrpOyzVRNyulyLRBpwJcakVpIos6pzn3XJyfce3mDS4uL3j02HDz5s3k058gNX1lD3H37l1WqxXVrOIbX/86bbOlbzuGviOMDh0jaf7ZCTAnamfc3WiSLbDDwJUmpn0TcKUtUEp2VUEnbDnd5CiMMkIbDYgILwa0Ndg8u9KXqKuu2HvHzjcoXTfOefqhZ2H2mM1m9Dv3VWHl1XX5czpgv/QVuPHG1X//y/8s/IE//P/7g/7/X8/73+ShE9Q0CedgorSKbZG83XGnCNdKU2SpcYpSXIyVhE6dBH5lWTIrCqrMsqgKTFZQ5BkR2LYdXddC9JRJk9K2Lffu3aOuanF4Loq0Z3G7JjJEga50ErxN8FWWiftwXhQM/YjyAYk1lcClj7OwVIJxrMl3gt6pWc1shk4RFMGnLj1G0aMg03Lbtgx5WjLnivnhNX74F/9yHjx9QjDivdc0G3Qv4r9ts5FpPzXF1mZyPacltdWGECKb80suTi/wUdCbMAb8MBCd+LUNbuBic0GR59R1Sd803D1YcruuqIYWP44CAbsgxKBnzzkyGVlVk2cKAjJt9B1uGOibhiFN8+MwMAwDo/c47+n6kW3TcnFxydllw5PnL/jo8RMePXlMPwxU8yVFnjFsG86ePOP+/bv80Hd/N7eWByxrCbX79ltvY7uuw9pJuyFv8HKRMMuLy13E6G5xOuGIu4haydyWw1Hcd+PknpmokkqrK9xSTeNnSFoJvysiMvEF3LRwNobN5QXPj493pmoqwUohQDWr6dteBHVlSZZZZrM5XdeglBHRpda4GKjmNbbIJZddqx3/W6l08IaQwliEzVWonKIsEwNEFMjGaopZjSMwhq1Qmq3dhUSFaacRAlhNbkvx+AkKnYz3lDZSLEPERwfKgA67HZPAfkn9q6EymlVl6cdAHMAPPWOAFy9eMJ/PyZLF+KyqOb+4oGm2tG3Lk6dPODl5wbvvvc/lxQXttsENnajCEytsB0goRSJQJghB6J0i/RBB4C5/wV5RJSdWjYjj4g573fHNdXJw3lktTMr9yCKx/cS1wOyo3d6LKd5k4+CBGEPyYoOqqtAXl2jE4NNEjY8jP/YH4Qe/F77jB+E3/xPwB/4NuPMZsBY+/Dr88K+AEOBv/2WZMv71fwXu34Xf/TvgH/vfwG/8P8hb8ev+QfgTPwbDAL/6H4a33oFf/2vgt//zAnP9+/8P+Gf/FfjlvwT+wp+Cn/cL4Ge+Dg/ehD/z5+HnfeGTz/vZ7//ZD/Qf+F55Lf/MvwC/5TfBk6fwz/2r8Dv/RZmU/rHfDH/2PxZY6vf8TvjlvxiyDP6l3wU/+mOwXMAf+t3wq345fPgA/vF/+pPP/33fDX/zL8I/+Vvgx/6oQIpTceBjHXjcsecmOxiZUnQ6mDOrKLOczBqKzJAZyQ0q84r5bIY2hkVuOJzVVPMFOssEen32nLPTU7LMyMI1F6t558Q3ajJV7PopVDwdLbvGUg74kO5L0h4i9h3j4IR9p8Uy/gpSFaq0NlIsh2EQllZI+0uj8DEyDmMqTBGfjA8VFjQEpehHR9QlrYNrr97ll/3q/xmLvRuUm4Zvf/tbvHh6zMX5Oacnx5y8OGGzvqBpGvpOMlB80ke5fmDsB3o3yC4vHd6jc0TvIESMgkzHRCUOjK6nHzouL8546c4tftNv/HXcuH6drusYhp7OjaLjCCPjC3BRsVjtU1e5OBIPjqHtGFvR8TVdJ7b93jGMjtE5+nFknfRXZ2fnPHrwlA8/fMjp6TlZkbOazVCjZ39Rc7BY8nT0fO61N1hkOTObcbRY8qmXXuY7XnlNTKl8CkERPYelLIUpc3Z2xnq9pkxRlNPNHQKSqZGL62YIkFnDOEx0OYF0YpC8iqhEpb0T9oRkiZCs0yITi0KJWUk6rLq+5/TFCV3TJPdMTZbn4n/vJaJVxekiUsznix3m7pyjrMrkdZVTzmYMvqPSmTDH8ozlvMYaQ7NtsWYSQmqOrs2weY6xOc55vAs4HSiqkm7oaccBW5ZUWYbSwgbxwwhaupmhH9BaU1UVhZY8DaNJNEmEq63EU1/smRXaSipYP4hFPN5jlabKMkYVKFQkdD0+0xTVPOVjfMDLL71Ms9kyq2eE4Nlutzx79pT33nuXRw8fcrneSMH3Y1qUJuV/hIh8nirZNE+4uFYTMyV1qElkJkwPsX0XxzYRX3pImuZ0AiCoYFQKjGDv4rqsyfSV9cr+ao9+p943fxfuPtEtd/CFBudHnHPkNiP6lCRnNX/tb8Jv/LVyyP/w98PFJfyCHxKBbd/L9PHzv3D13P/ob4J3vgi/5w/Cv/3vy34E4KV78C/+Dvi//3743/9vpWD8kR+Ff/c/hK+/Bb/vX5MD+9vv/eyF4e983v+6xy/5hfA7f7cUg3/vD8Fv++3wL/1W+Od+ixSQyzU8P4Zf/7+Df/w3wO/9XfBH/yT8mv8l/K//AfiRv19+33ffh898Sp5zfw/+rd8D/8Efl+IBAk/qqAgJak0UOmEpIu/TdAZI4VdSNHLNrMjZWy4oM3FzyK1hf7EnRA2jqeucpQ3M64Iezcm2IaKoqgpjpHkchiEFfymqumYYBy4uLyirUhrHTyx+2e1WQRy9lfKJqSXNolhqJAcM56TwpSbN7ESI7KDWkPLnUSQxraAlHvGIy4ocHx2ji4zRcj5o7n/+u/iB//H/HFPMaLuGWVHwzZ/5Gg8//IDzk1OGXlhhT5885p133pbfL6gUdCfvq0kvYgfVT/vg5NZb5pbFPGfnLh9Gms051w/2+FU//AMsgpekUxQuBoYo3oI4xaZr2TYdl2dr8ZzTgsp0Tc/Yjzjv6YeRfnSMTgpX225ph56z83MeP3xEu96yKmreuHGL4t6rOwLLrTu3yYzhi1/6Kb7rc5/m+uEeJnh0dCgTGdTIaAN2560U2C09vRcabl3XrNdruq6jKEr6vqNIY6cTkFqwf1SaQuRNMcam/POEK04HUnKJVOln7i7sRK3TaRSdutthGNhcXjJ2vRC9rMEWObEbyfJcbA5inpZheid0UkpjM0ueZyxmM/bmZbIsUJRlxawqODxYcrS/hxsGtpuHVPO5JCzaFCKvpEBWdcXY9cQgka9OSwBNNZ9hohyewUVMVZJrTe48SmvapmWMkSLLsMD2TEZTZQw+hF0hEetr4bznRYbJDSGpeI0ZyTOwrqXKDJmS/I/DG7dYr7epWDxjuVjw5te/zmJvj+PjY775zW/ywQfv4fxICMmTaGfLLLbQU/cPCmU00QsHfsfkIFGsrexkdOoKfQxkSnIH1HSD7JZcYVfAo9FgxB46z3NG5wlRDAt3sERRUKVQIJljpumF3cQ7KafLWlx9x9FB8DTbhrqSVMZqMeev/SWBVr77u+CHfwD+9J+HX/hDsG3gJ39aJoqPP959X/755Cl8612ZCAB+178pO5D/02+GWzelwwf4rf8ynF/IfuNX/0r4vf/Wz14Q/s7n/a97/Gu/V37e7/gX4Mf/LPyHf1IK36/8ZfLnwwB/5I/Db/i18KnXoSikyP3Vvy6H/u/5HfA7frcUzOnx+/91uHkDfss/f/U1m6BHydQIyX7oau+h08LZWtHuVGVBnmvK0rDIC44OVhJ/UOZURcbeXDJyrBWbFtdtGbZr1GzBtmnYPzigLktQkb4XF+g8zyX1cLPGGMP+wQFlWYmde9J9ROHd7mjEwI7aa4wlyy1unKi9cTd9+CA2NBOsuttxyBNAusdUlImYKIUHpbBZlnJwPKPzbDrF0cuf4tOvfDeuqnBD5OLFc/7Cn/vz/NRf/xvs13OWWU7MNO+99x7vvfUNGHtybVJTiLhoA7sAp2T3hBJWl1GKusixBnzXQYo39q7l/vUjfsH3fw8vHe6j2g5fZPSIZCBCKgYDXdcz+hMxeNQm5fn0DINLwtFkS+QCXT/QtR1nZy84W1/StQ2fff1T/NCv+h5WZYl2mtyIZuvJ08e89+63eP/pE954+T43bh4xjC1VUSW2W8D3A8YHmdt2LpjpgvJe/PkzmzGfLcUWOnSUVSU4f7LiUGlR5VwyQlOizC6KnC75p8huI1k8GJ0+c7cbT8U0TaWAlzS+pjd5HAax10jGXVUpDAb/Mf8pHyJZrsmLkkkZZZURZXyumc1qVsslJgwsZ/vkUbFa7bFYLqjqirUfWCyXiWocybJczq5A0q54vHe7aavIMlQU9fYYnExjNksMLE2ei6/+GANRGwbnKYqS+YHCDeLtb4xNi65EPwxBRIs6p8xy+hDJsohuW3wvTKjMjswyz9B6uk3LarEUe/Fh4Pz8krZteXZ8ysNHH/Lhg/fp2pbMZIRhIExjb4zyGeOTjX16v1Oamewu5N93JIfo0ST19Y70IB2U7Dg+OTdMPlE6xJ1qWxlhb41jcii2drcbM0p2asEHdNLaSLBQIAbJNTCZojAZfbNl6HuqvKJZNzx/+ozr3/lZaFre/xAePoZf9osF3vmP/xL8M79Zlsn/VUvxv+Pl7x5pjbf786lGClPp6vvy/O/+f/+rnvfv9UgBj5/42QDf/z2y3P83fp9MQ9/9XQLLfeNtgev+5d8K/8mPC9w2Mcv296BthTDwf/0D8rUQYnJwTSLQENNuQxHx6IyU8mep6pLlPDk41DmLKuNotWBV5qzqmsWspi6rXaTy6AY6F3BdQzcOLKqM5aqmqoTJ9NFHH9H3PcvlHpktyAvJkw9ODPuMsqBGfHBpFyhMyUngOJmGTtHFEiMRBA4m7rz2piI1UY2Dl4Kik/w6BLFWsclaZRgHTJ7jg3hgBaPYBPjMS5/l8NPfizcVwQXOnj3jL/6//jT/xX/6V3jl1h2sVvTjwLfefpu3vvENFJBrLSak+KtJOqnfIz5dQFe5O7lVVGmSH32gHx3WwKdeeYnv/o7P8PKd28zLiiIrBI6LTiCupCPp+562H9hsGpyHi23P0DV4FTCZpcortDHJ7qZlu23ompbQdaxWK37ge36Il27fYvvilCfna7q+oW0ahrZDR3FNfu0zr0v88jBQFnN5LVoxOo/tB7mXxf9IXBw/vouYuOFZou72fU9eCEXXWisqxzj5VIlQqCxLtn7DZI3Rtg3z2RybZ1c0zx3W7fDO4q3ffe0Kl5XXcX56lhb14iRrjZVdhdaURQFKLhqd6LHBC8PCGovSiiwryLOCcfTsLWY7EWGW54Bi27Q458nygnG7TQwKJcXQWJyIPIjIQi5GGYVDcqrMMlGDk/BlyYVQZGVFmW6OoqzxRDAeH0c5KLUiz0uyTDP0LZvLc2KEvBKzOGsygpdi0zRbstmC3AaqwvL8YkPbNNy8c1uWlGg2mzXXrh3xxS9+iW9+85s4PwjVWCk0IamL45QEvPubaeGYfudpf6GTdYSbPjNkajTJWXhisUx25mbKE9B6RwaYslAmhfGkNtaJXTPBjLnOEnyldo4G0wQSYortjJaL83NGP+K8FJZ20zOMPXurBVW6Y//a3xRY5ye+CH/rJ+A7f1QO1R/99/7uA9t7ePub8D/6RfAX/vLf+2D/i/8Z/J9/m+wmvvYmfOE74Lf8Nnj6TP78H/n18Ev/Prh982d/3q+/9fd+7p/L43t+nhSTv/CfyX5mevzCH4LXX4Xf+Xvk5/+CH5SpC2Tv8dI9+O2/Df7Ej0thDVGMBsVsT1xdtZVrJLi4u6fyIiMvCgqjWc4qlvOK63sLDpcLVmVFaQ2ZNVR5QZHn4nWlcoy1bF1A+YHlfEZVSJrmgwePeOeb32S13EOpFESWZ/TDyOgcVV0nTzF57TFMFkZS9OLOARYmYaNzjnEcUyy2TgJml1iEJNV8SNes+cS0EiMS24ra7eYC4DU4It/7Qz/C9/3w9zGS43vHydNj/qM/8kd5+8tf5qW7d9ERBjfy9Te/wTfffosJeA2oTzgZTwSA9Fuley/u7ruyLDDWCqFFyRn3xhuv8T1f+By39vdYLmrxcAuRGByjd/T9yHq95XK9ZtP0tMMIOqftOj54/wP6ZkNWWmyeU5gcEgl/VlUc7e+xun2TCplEt8fP+cbjh+TaYGxGWefcPNpjXs/QUdN2QvkPIdDFyDsPHvHSy28wv7FHl1d4ZSTnZxgFr1eJrTAd5kppYRL1g0SRTowCI5z/hIrjY0g3vCi5JwhCW7NbZk07jZ3qfGJAhCChUSgyJf5DoidRnJ2fAUmZnGVC6UzLfJtbtMlo24YgbndpWeakeEQRSs1nC8qyYmi2jEWGNYFqtRBn1CjOVDHKYne+XOHdIMpabej6cXeY51b0JiGFqqiEVWbGoqxKdFaNMhbnAwpDPV+iM/HtKfIc32sZvYPD+4AJSl6/H1PXrhNTSy4+5/zVLqXM2Y4DmY6U2ZWf2Hy+4OLigqIoOD5+zpMnj+n6TpbQmZbTLIRkqpYuZPhkLkScpslkrx+BVMi1HwUyUkm9nFm5CZI2xlqhJJsEQXqtGRPpTp7vSjsgLsu7FyJmhEkTIv8u3VXwYUcPTtwsoh/xQ0u3WeOdY73paTtHN/Q8efKIKvmC/bW/Bb/2H4Q/+h/Boycyfdy/K8XkZ3v8/j8sy/Q//mN/9xJ6enzpK/CP/FPwr/7z8A//r+D3/Sj8oX9H3tof/7Py8/7f/wn85f/8Z3/eL/zwz/68P9fHj/9Z+If+F/Cn/xj8sY+5tezvwf/xn4I/+Ap88cvwf/u34e4d+bOHj+HP/0UhE/ybvwv+od8oVt+WOHnTorTk+BTWooKkdJZ5Tl5kiZhRsKpKjpYL9mY1tw4PWVY1OoS0w4zgnHykyL0flMCUrm1Q84GHDx/zwQcPqYqK1WqP2WxOWVeiRxp69vf3QYk6/uMD2y77J1HqpykEdeVckef51bTqHN6FHRQOco5PcbaRRAlXU8EQQodWhqjFyt1F+O4f+kG+6/u+myFGcIGnHz7kT/3RP8E7X/0aNw+PiONI7xw/8/Wv8e573yZLIlppz2Q03QkX06iq0ovRTLGzpAlepqcYhQl2sFhy//ZNVrMZs7IgN1awghjoh5G2bdlsWl68OOPJi2OOzy7pvWZ5cMhHDx4wXJzw+kv3KKuC2XLOoprL+z6fsz+fURhFpjW1LSnyDKsVPplQ2syirQjBtTYyYaw1ZhsYI/yl/+Jv8NVHj7j1ymNeu3ufz73xad5+801x2v4Tf+qPRWPkUB8TgyDPLFobvPOs1xvxTfFCIavqGptlEmYUBUvNsgznIuMgS9yua8Uwz4lr6TD0O5+dnQYk2VxkRU5mM/KyIDe52CkPPedn57SbLev1OrGuwo7qOa9nAGw3G7q+Y7XaI8/FeK3IS8LoKMuCGzeOWNQ1DB21iRwtavbmNWWRUVelGIi1rcSsZpau7ajKHAUcn5ziR8fB/j51WWC1EddNNwq0YTQ6N0QlYfQhBLphFLtlnfKVFYyDk6/hcP1Av+3YrDcUeQFK0XdbXC+UxoASV2XnCH7k/OKUfmzRZcHpZs3JRcPxBvziiHuvv45znqdPnhFj5MMPP+LLX/kyQ8pGL4xJB2+3c99UpKV0mhji1CxAKgpq1/lPRWUYBhTCeCqyfDdVWCuiUYAwOowVqmLXtbL0zjRlWZFnhTyv1pIIF4XiLLRMsbUpChGyCtNObsbpGPDJZnp/UfLS7RuoGHj0+Jivv/0esZ7x3T/4vZgY+cN/5k/8Nzup/3v++OzRK2SJ2ScRBHB0eI1ZVaJCwMRIWeTiiVdVzMqSIlMs6oLrB/scrvbYr2fC9AmBfugghEQPloPOhUAz9mxipC8qTtuR0/WGspiz2j9guVoSomOz2VLXdbo+MvphYHQ9B/sHbNfrXaPY9wNnZ+d8+NFHTJ2pTkubCWLVSjNlqStSgFmitE9ecSSxrrVW8nyIZDZDWc0YA52L/PAv+vv47Hd9niF4hm7k+YMH/Ml/74/w/lvf5M61G6DEhunLP/0lPnz4kZgJogUXU7LrC5C0KCSyikzcVVEyLyusgvV2w+Ads9VC7GRGhw6OV+/f4bOfe5lX7tzi+v6KeV0z9ANn5xc459h2HS9OLnn4+BlPX7zgonN0QTGMjqrM+KU/+L0UwaNVoJyVzMuZOFRoTaFhXhQsZzWLakFdlmTGCHkpyRaGsaUfOsYY2LY9J5cblIq8OL3gj/zpP8/zAHZxgPKBwmbCinMjVhxoPepjFgAhRIwRLr/VlqZrIDnLbjcbZos5NrMpLEnvRkTZX4j/v4jDwo59pY3gfROGHBE6nTGWaIEo04ZPtt/jOOzcPMe0j4G405p4H7BZjh5FqNj3HWVRph2OZ7VcMZ9VRO/IMkthYRg6htFQ16UkqvUjm+1WYmpjQZZndP1IXRZUdUXbNPjgGAYYY8S3irIoRYVrrzDP6IMIAzMhGBAjzo/4EDE2AyX8dlTE+QHnBnxwLBd7xFwWyT4E2n5AKUtZ15yePAclmeadGzFKUWYWraRIGWNYr9dUdUXwnrbd4p1LS2rhp2sCuU3RuruObgrvEhGl0koUsykneWoFFaKPsVay4KflqjHqSqSlZQGp0kLdh0BIGRDKqPQ5y0T28eXBdM3oJNIU++0Mo63EQIdJWpxyR9zId77xHdy9tk8YBu5du8HR/hHvX26oF3N897EFwn/HHn/9L8Dd25/82o/+GPxffv9/u6+jzCyZ1uQKstxwcLBHlVcUmaUuCuqqILOG1WqP5WpJYa3AVQbms5J5Uclkq5JzrxaGoqQGRmLUWOXIvSb3jq7vUT6yWi6pZyvqeoHzjn5omNV1ck4Y2A69OEikx85NN7k8TFoVH2LSe8j1u3PVTTu3TGc79GhH/SWFSCkxNTXW4MZEsQ2eOHra4PmFv+SX8unPf54xRLq258G3vs0f+3d+jPF8zWt37jH2jnbo+emf/mmePXtKbpIDAjHB7UlBPy04ZITe/T6Hhwfsz5aoIA316eUFTdeSGYuJildu36IqSvpBINrReXHfvhQCU9N1vLi45NHTE07PN7Qu0AXYDiN7+3v8oh/5QVaZoT15keyHvEDgDjAWoyW/KDNWCl0MjF5IU6OT3B/vB3rnOF1f8t5HD/jo+TFPj5/y4PEzzpqebTCURaAuSvq0tyYvsc65nTmisKn0joUUQkgMhVE418Yk0VtabimD0ZK0N8XSkp7LaksfRjDiluqdA80uzlKlghGj5PZK9sLEEBGIyzkn6vA0reQp1W8YxPZg6LpkRTyQ5QatLdvtmkU94/rhPtv1BcTAbH+JcwMqjPRjzxg8Y/AM3uMRS+5hHDEqF5sTVVDPa0lpHEeGYcRqzeV2TZgvqGc1fpCvZ7lF5xJpOrqRqihQSkwIy0KU+UplEAJ93zH0Dd4N2KxEG7E08YPfHaghBjCwWC7Ic4GMQrPBkKNtxGaOEEY2/1/2/jzY1iw96wN/a/imPZ35njvmPNeQVZVVpaJKEggkIwlbtNttsAEbhQ3RqB3YbXBEh8JhE+HwhA12Y4MFuIXApsFhEWCMNRmNJdVcWVVZWVU5T/fmHc+4x29aQ//xrr1vSkgI03bYlr0jTuWte8+wz97ft9Z63/d5fs90iescKkhON3hyrehDxIWADz3DImOYF3TO40KS5YZIDJpA8u9oMYet25cqtQHWf86NJSR5ZJ7ySGS4nJ5rkLmSEJUh5CaJMnRqj+kk00wDxDTjEmFMmjX1vQRsJWz/WoXndUbUjmsXJuyNSmZ3brF3sM9gPOH2cM44WkxWEptfh2Xxv5HHd3zv/9rPQB4H20MyNIUxTMYjtre3yaylqmRgvrMtBNnRYERZ5JSlJfSdgDitwQDKx4S9Vziv0KpPlGzAJx+J1RTKMnSeno7OGkbbAwIKV/cMywHDwZgQA6vlEmMURW7lEOPvm3G11oQ0OHe9I8+L+9gjEtU3KbZ0uha9l1muUkpiqAl4LZJ5naqFEEVJGD30zvHMR5/jyQ89K4mQdcf1F1/hx//qf0Vc1ZIM6XpWzYovPv9FTs9OZcaKoszlENe1LW3XyfNRKrXzYA2u1JmgWLQ1QsYwGdZkrNolLR1721vsHWwTu4bZyQl3ckNXLxgPRngXmC9WnM2W3Lx3xsliSUug9p55s+TqQw9z+dIV6qbF2QExy4mdrOcOh8cQDUStaL1n0XZEk9M5aV9qbZjPV5xO59y5e5d379zi3Tu3OZmec9601E1N6wMuy8ijQbkWp1K73UWMEbDs/T5hDBIulHKeI8nYl1RW68cGgRxTuEy8H2bviiIZeLSE9rSS9JdlWWpMigrJ917mI1EWlxgiLooKw7l+M1SNPsnzgCzPcXWdDDiKZrWSzykKiDo9d8Xu3i5d1zGfz9jZ2hJu12pFNa7Q2hKRC3PtbPVekuW8Nuxsb4kMt2twfStDMiVzmdFwiPeO+WxGnkvrzfUdwUUwmrzICN7hXIfzPTrLyIoKpSyZlbZNXhSUeQVKUguDU/TeEbwM81HQtY2YFsuC4HrKLJMBPTAqc+Z9S2YNy5Unyywu+FQpdYQognLX91x+8BrjouDOvSNWbSeLvg+Sv5wMfBKeJeYwtQZkpg1irX6JMWG0jcxB5KHQUSoJH9PCYqTK8N5thu8bfwmp97sm+0LaYOR0KAovqWCFSdaLTBy4cGGfrl7y+c98hkcefZT3feA5Dvf2WJglVhuyQpzo//Yf/r9ThRW745Lz8ylfeeEbEBy7uzuUxYDv/NSnGFUlpydHfPErX+W55z7CxcMDgot4F1Lao5hMV7UoV05nySTWCnTSWMvO1g7WaLSG8WRIkWe88uY7fOiZZ7i4t0MMgcVqyWy+4PU3b/DNN97mmQ+8j6E1ZFpz/fp17t69R9fLyfbO3SMWizmZzdnZ3WF7e5vCSKtpPBmh0qzu8UceZjgecr5c8fat20RrOT0+4dLVa2TDMcPtXf7En/n3+PP/8g9BveBk1fBLL7xINRqTKcmJH1cl21tbXL16le3tMePxmNFwkFpKJQZJV8y0DG8lyEaCtlzrpJKVHUMOAgmJQ1qobQhEhMcU0MyAfjknq8bsTMb0fcf0/Jzz6Tn1asloPKYoys1hMV1aGwmcc/17ZgbpsgmRzglbLs/zRJh2G5GG0DJiimdFDiVBugUg6kCjDSrT7OzuJZmx47Wvvsj/9y//FQql2ZlsSRv5fMqXvvw8R6cn2IQl2t3a5sLuLpnSrFYrTmfnTJcL2iDO+M0cJq7nIfLnrutw3qWDW0bXt1y4cIGtyYRuEQmh4+xsKrDTRUP0kfPpnLunU06WK9qoWHSOzvU8++GPcOnqZVaLFT4IsLHzDuU9zot811sIUVE7T9t7Fk3HvfM5bduxWK04Oz/n3tERd85OWdY1XXD4VO01Xj76EDG5ZpgXtF1PV3fkRSlrfeewwd8fYlqT4Z3MNUKQVkyXBPRKKUi8JHFCRpThfuWRCsgss5sXCdYtLLvJRhdEidpsPDHNNtbKneVySdu2GCMDL98JQK/I8hRdmUZWKU5zNBpRFiUuCi5epx79crmkyAu88/RNgwbKskIbm7hLQYxHYnuX9pn11LU48xUR3zspnbW0i7KiSK05T9fVeC9SNmMt1shrEpWE8HRth0qnp7bvJS7XWGJI2SY4iPlG+x4VFEWBtYZllGpFRcHaoxRFkeNVROcFi+Mlvm8YVCXaZrTHd2nbhqatiUEIqXvjCY8+8CCFEbXUnXvHNK1UhFFLsmRUsjkadd+ZrLV0cNf/XbcK1n4fnwxZWktb0vVCIBZpYi7Sbqc3womY/jGGQEzCDPEc3O8VW60TrTjd8Ol6krhTj+87Qie6+vlsytnxEdl4mysHB3R5zqKfyg3rPMQeFXMO9vf4bZ/4BK+9+gp3jo4o7Iqf+dmf51O/7bexmC0Zbe8xnGwzX9b4ruf85Jy7t25zdHTM+flcfDarFb1yZNYyGAwoioLd3V38hY4LFw9xMeBCxPjIcPuQz37xq2wPS1zfsliuqOuWo/M5tTboohRckBbxw3gwIstziSVNkvYsyxiOhuRFhgqdSF2DxyeseKYU3gmkz3Ud+/u77E/GZFXF8Wwu6YmA1oGqLHj36Jj9rQk7u3tYBbuTLQ52d9nf2+PylcsMhxVFWWCMSpBQS+wjRoMmoLRUwGgILiQ/Q+ocmICJ62oyHbJQZCHDBLCpBe5VIERPlSmKTPJz6lXNZDzCGk3bdZyfn6O0Yn9/n0hMm4HE/64jk8Wl3W98REIOFj/amtq9HpKTDqU6lboavfG3rWMWQIKz3nrrLQ4uXuTVb73C3/gvf4xxVrCzNQHvOD4+4svPf4XT6RS0xFAbK1GyJsvEpKwH7OYGbzXt+RnB9Ru/htGyGRe5xbsWgie3GsocFz2jquSha9fIs4x8OGRVR+q6o2s9mhnBBxZ1x7TtaKKiR3P5wQd58qmn2Nra4nw6xRjJmp+nmXOGoveRtnVEVzNbrOjanjphS/oIfYrOnS2WtH2PU2sCiGzMPgTaPtL3suEOtca7Xg4QStOFFUVZSsT2alGjktnLaC0S0phyO1xIGO24UVOZ5OC01qaUsJguWnFgrs07WmuqwQClm7TgC7JEsozvY5rXpw6lFW3dyEnPB7K12isNwowxNMsVvnd0KUvABU+eZ5tZi7aGIkuZ7K1DK8eoLKlXNaNCLhxtMlarhn/iT/6JX6/S/y3zeHsFz//3//hf/33v/yjrDSSmRd05R/CGLNMbp63Whj4EfJRBulkbDBG5o08qlbXfJyRD1ZrbFdftLkjZ3Sn/JYaNNNpqg1aG3Z1dnnz6aa5cvsAbt25jtodiMEtzl65tGRYq5cB7Mqv50Affz617R3z1K19nPN7i3Vu3icGzf3DI9RvvUs+n3Lz+Nr5zbA0mXLt8mQ++f4/haCwCkOhom4ambeX+sJbMZOSDih5ho129fJVv/cLnmU0XjDPLZDjk8OCAtuu51Dpeu3WL89mUUiv2dy5y+fAirm1ZLZfkRc5oOBGkuYq4IBVsVzvxEfUBbTPKrSHROebzJfPeM6lKLu5sMZ8vRfzSdeRlQt4XOdtFibl5l4O9fXa2t7h0YZ+D3X22xyNGoxGjsQzEDSkhNIlctBIYn48Ro+SNX8u7RSIY0FpggAIqTMigxJQyWky8hkBQnlGMLJoVLcDIkw2GqFQxXLx4SN20HB0fYWy+ybOIKFDCnlvPQUIUxabOFMZIqwjuRymsOxYanTKE4uYsInNJIAaR8EfoXY9F8crXX+Td19/ma1/5KqO8YDys8H3D9PyUV175BiaLHF7aR/h4YlfY291jezSmyFKOiTE8FBx9er5kFmMNhc0xMRD7FnpJeezbLs01WlwMjMuC3GpCzMhcQeNa6sbT1CuJlc5z7GCI7j0X9vf4wAfez/HxMVVZUhUFc3/GdL6g0YZhUeCVoXaBZTOnb1pWdUPnJAQPpWmcZzabs2pqeW+1wfeOpu3wqSvjfZCZrzR/ME2fCCTSJcisIcssvXPYvMjTXCNsTqAhUXEFyy7eBVsU9G1H7xwjxhvnuSZS1w0qpBxjlXqUCobDAVorAYDFFGmafo4xovKSJyzqrbPpjLKspCJKdM6syDdKi67tyJK6oq5FuRSVYtXUtF1NjJGHHnoAheL8/IzJZCB9yr6nV+vFSXH2Xtvu//n4dR+izFtXIST9vceYVIUYTUyV5rrtaXrHoLJkpiBLp+G2v9+a8OsbnGQWDREfRKWmFPRO2EUqSgUTA1htyDPLYDBma3uXrZ0tRltDrtlD3jmTOAGfpqdZnovUOoqqyOqICj0PXrvG/t4BN2/cYj6fMz0/5zCCwmNiz0eefZYLe3sUtiJGadlGJaqdpjcMCvEN6aRSG1QjzlcLJru73L17l29865sYH7h6eMhHnnmCw4MdhuMBje95+aU3eP6FF6hGAvkcWcXi/IxxVVGVOcYojO8Ioaf3HS4I2sUSRIff9dhckxFRuSEOxf09Hlf0fSedgAAqkILVRDGHNqzqhtHOLocHF7h6+SJVUTAsS8oiQ2swQWGVFtOsd+g8S+0noRIkz7DEV0eZram0SaggAgjU+gCw5prpNFNTWA+l8zgVqduaVYTt0YjxeMjXX/gGr7/xOhcOL2Eyy3Q22xw2dNqE+uTlEJGPfo+7XKW/79P8dS1Fv98aXcMZN7ECYaND3GSGGG2odMbXvvglYoD9S5epCiuu8nyb77r4nQSlUVo6B1rr5DfzxN5h+zYdbuQw5GKgDn36fSVawYTIg1cucnj5ENU6+lVNvVoyXcy4efeIvl4y2dnBkwt8VUneeNcFRpMtLj/6MC+/9Q5t3zGbnvHZX/kVBqMxZZ5TGEuVZZjBkGaxotM9QUdWixldW8vzVBq0xSHPabaqabuOVLTRty193+O6/j1dAxkv+KgJEeq6l007+bVcCNS1HKqs1qKpXj8EC2JoeycQrnVgfdI4141UCVVVobCE6NPkH6wtWKsPRCbuadsO5wUF3ScToApKciq4vzD5ILhwoyVPuw4ppCkEjJaB17r72nUtTV1jsxwXA/PljBhFebW9tcXZ+Rkqt+xfPKRdLSkqoWN6LE3vUfa+6uP/fPz6D8WaVgwQk6olSqSlVkBO63pyrQhREX2gN2ICscaQaYgxp/OO6CN0skB57yBqrMrQJFKB91K9oOWUKd1SiIIt8V4zGg0YTwZEekCkk91qBglzAhCNQgVNcIGAxygliYp9x/5oyNbjjwCaN996i63BkIsXdrDaM8gKBuWQIhOHsndt8igFyqyQw6uPcuM5z7zz6DKj7lpeev1Vnnj0cY7v3OS7PvFR9sYZRjUEDEVheeDKJQ5GI6hXZMWE7ckI6wM5EeV6ogoU1YjhcIDNZIHse8dqNWO5Enr0sJpQZhX12iVsNMZEFvWKXEVWXSuCh3WSX+85Xs6ofaA0MsAtyoK8KNBZQpqk9myeGTrXS/a6VoLcSIq5TUxXSHOx1Kpcww6jjmijJNFQe1z0ZEEL2c5qDEEGzjESO898tuS1429xfH7Oq6+9ybJtGb1zg/39PS5curyRCMs1ZImZVKpZZkVskkYkIUro23pG551Lc1RFVFaEG8mEqpW8dzLLgbZr7w/gY2BU5LzvyceYThfo0NHVM6rM8+ClMbfurmjR2MwwqioI0DrHcjljcX7CI/t7XNvdJ9OaGOCkXvLu2Qnn9JjSUmSW+nyGaxuqTLM72Wag9mmWNe/evsX52RnX33mbvhPxTecCXYgsuxY7GGCHY27cOyOi2N0eE5UcDi5d2qfIDUWekdkx83BOn2ucd0zP5nRdI5WWtvgIXSfrsHR3FAGLjzIe6FspHoJPeLsAISSIqZY2t9EKbXKUFdO0tpZeWEwSKLVeJLy/nwomoU8i3bWphbRO3Vsul5SDisqIw3ztAF2HJ2XW4a1Pg2r5r7X3XaLKq03fcu00DUFOC845fEoia7uW0DswGXWQHTUoMS62XUeVkhSbumEyGXF4eIF6VbNarbh29RqhF9nx1YM9+rZNw16NLX4D/sSvefwfOYBog7aL90+FWZaxXK6gKOQG1gbnxCUcQmC1WmGNxk4mRKVTS0sTvKb1ntD7lMttiFEnuXPEKkVhCqlmmh4MMhNJJ6K3b7zLhx6/yvb2FioGfN+hQsCaSNu3oGThbLuOUjkgT9etTZHEhtwKyJGoePKhBwnasDsZQ+gwyE2SZRlVVbK3t4fS0rbpO4F6zucLfN8LxyjT7B0cYMbi8I2up8wND167RKZ6NsmNAao857lnn+X1mzf4+Ic/gul7toYDtA8slgsWqwWn/ixx5oRs0HWO5WqOzS0XDy9Q5AN8n9A3yMwyJsXisu0JocbolOgJZHnJOzfeJStKBsMRTSPzsa2tEZnWENP93XshB6RWdN91m8pRhs5pniDaIlHNJUm4Tk2koNaRAKBClPtTG9CGqCRLxEaFVRHXNtSrFVeuXqUYjhlvbcvhMwTyYrAx3oV4P8o2JPBqjCbN0aSVQmq3FVVB09TSBdHSEXmPijbJbNOcMUjmkNogRkQ8UVUFg6pC4/D9lCv7JZcu7HBy9hYmGzAcT9jaGtPXHU3XYlRkiOKRy5d5aP8COgRWy5o+eAZFRRsNPZFif5+4tU3btbx94wYcXuLg6oNMBmNWq5Yrl2r86Qmvvf0WRBgORuRlQZaX2CwjWMvuzjYXLx0SVcB7J3RrY9JrEjabp80ss+VUrvu8kMrfR3rvcD7gXMAHlQKy1oZdEYygRNfmgxOxi4KopeWltaIajqmKUrKN0iHFO0/0XjaQtSomBFkM1uoqn7K2RUInruLhaERATD5lKWWiMUbUM0oksTGZ1dZ54l2X+uNWNo6+61MugfS95WKRk6hIfmXTiVHw3lZHmrahyPIk/1vR9R3WZtSrJZm1TCYT6uWKVjcMh0OCDyznczl4yL0sFVBmWYdG/WaP/yMHEEWZfLMWRygUkh2zous6srzcVA8bxVwMkpCY51AIoiSzImHOcsOqb8TRHyIhanyQU+XaOJZnGcvlcnP9Be/ofeDO8TE3j455/OpVZrMjYu/QATIDq3ZJUVYAdJ0j5CJSEBWxSu3SiFaiIitMxnBnC7IsUYctvu9RhOQ9spgkJnG9UAPquqZvpSoZTyZsb20JnXU84ANPPMW9O3f4Xd/5Sao8I/T9RuChjUZHeOLhh5jsTPDLFcPhgPFgRG4N+3t7nJ6fcXZ2xvTsjBD95rXe2d9j/8Ie49EYpSyucemAF2maRhIsswwdwWrNoMjZGo8AyPKC6zdvkW/t0ccoPh2jCCm6VU7rImxwLmKwa10VWRJLqM3/ymLhWfu7dFLUSQtL5mAJhppaRyGpqKIy6DSQJwq54fjuPQ4fepCr4wnj8RZKKZq2pmtlYVvjju6jj6SFJTgjKIoSZWTh7/t+4xkxqX2XLld57htxT6IaJIYfvIf+q1QCfkQkWkLyNJYzCXnyAEooEe9dNawxuLrFxsSU63r6VYNzHpvJuqdsQW4zMq1ZTE85Wy45WiwY2RJtc4aTbT7+1JNM65rFsmZ6NsN5T1GWDKoBWzvbFGUu1X/ykPVdT9d1NKsVfSstTGutXKO9BME1TUfXO5xXCQ+Y/F3KoJQT9SMJSVTmhAD0BmWkQ+BDkDlnUmMOxiOGhfjNQmoNYo2Ih9YyXVFircNk1KY0VEqiQyX+UjEYjsmzDOc8q9WKvEhZ2Up4SrH3CVqWVLvabDj96wzwsPaNkNg23iGxmgk0GHzKChE20lqm57oeozSr5HaORMqiwFrFarGi2MkpspKqHEi573tKq3C9xNTWq4bRcEhb/xo062/w+D9yAJFaS6uQDTgmgURZVkynUyYmk9FqvN92iFHaPPPFgrLcBQV5bsXUpMXbY4z01t3ajIRUnb3rZa6WpJsKOS25Xjw4X3zhRZ5+9J+C5TneBbyL5EToGnDyfsrJ3NP2HTrP5ESrlEixnUdbhWDcAn3XYROPSOclPnj6tqdpGuq6EUNX72hWK7z35Lkou3Z397DGkLuOk9u3CW3LQ5cuc7i9Teh7CJIKp6JJPz+SG8XueMR8vqDQGSpFkBqjuXjhkIODA9q2wfsOYy1GW/Kq3ISRgcZrMaFRFJyfndN3nRj6oswbjVaMKiEDnM9mQok2mvP5nFGZ0XSOum3wWuJUdVCoICZP72LiQmk8aZ6wbl+q+zJUlaqSqBFkYAJs6igYImPk612I4rnwkczmGBWIscf1Pdffuc6Fhx7igYcf2Rw8rDF0yicGnd5khRDTgD+K2CIrhN4QnAz8TTIWhhiSh0paa2sEjmSeywov0QDqPYeduK5Vkkow0Q+iKA4zm2+eg1ylbJA9SnAMTNuak/kcgme5WjHrWsgs6EhRlFRFlSwLHaopOV0usMfHWA+z03O2L12gGI0pbUY2mrCzf0jT1Bhr2N7awlrLYFChlaJ3LavlgpZ1h0jWSB8C9XLF6ckZbd3ivchwfRBz5+Z3XP8eSmOUkRaXgqKqZGjed4QQU56Jl7bwGp+fF2Ta4Ojo+24TeV5Yi83SAFPCVVIvUYunom0lUzxLxsI1hrsaDEArmlVN37doA0VZYkwmKJGAILqJfsHcAAEAAElEQVSVSnh0S+87YkoA27zJal1GikJLs/YQQNd11HXNZDgmeE/f9/RtS5ELnXI0HGFtxvz8HO8kHW39WnVtJ9WQ67Ek0JoC3zvq1Qrn3W+pAKKPPad+/S/6zR4/J3fGr1tA/cpv9sXv/OP9zH+Mx7e//3Fev36LF196hWcefwC/ajEmp7SGYWZoVksArDI07YqBNjgfKJQQoqX1kaTi6QSdWYvVlrKqKIqCGANd0zBfzGmbHqKkbm5NBFs+nkwYDoYopeldh/WK0lpwjp3xGJzH9R5FlFJf5fgo7RdjNaqLjMqKvumozQprhmisbEZZJmbM0MtBTBmCNkQV6PqO6KFrHYvFAtd35HmG8z1t14kxNEbKskgVI9y5e09IA0qgeItVzWy+FFd5mYPJsUpOxhskSJCZRq+TzFqLIe7+IGQ9mJZ+eTRGcmu0ksH/mu0EuD7Qda0Ek4VIFz197zk7O6de1RAlqzvmIqxZNbVUEQmfFBHUiO9FDWqswaQWlo8iyvDe4xJQUVR+HpKaL+0feO/QxmBThbveCcRGkDoTiesVooKg8U6hdAlK8Ew615t1SyHmVxSozLIk8ua9e+gYWM5XLHREVSU6elarhr7zlFVFrjTleEwXPed9y4WtHS7t7TKrV5zOZpxMZxibcWH/AGOl5ToYVoJjsVbM2Uqjogz+u6ZNhHKP63qOj45YLeU1dC79LkptNj61eWfET6NyCQ70xAReVPSdlY5C2jTzhFpywUurMwaKoqB1UgFlmSQ72mglwcs1HUEFfHC4Dvq2w/VO8CBWbwx/s9mUra0tdrZ2yG3G2eycpu1p2iVbA0MxsigTyYucrm2w2mCsoeuBZE7zUULmlV4bFVPYlM0SbTXQ1Q2EKBuU1vS+o/M9w3IEnaKua5aLe0TvOTjYJzOWZtXKyW8gDm/X94S2Y2+yhcZhdEvdZyitfksFEP213/zL/nf96PoeZTI+/aUXeP/T76eLJ+xORiIVbhzzszMABoOSxfEpIc/wai0ZzsQIl4x/0u+VPr02a1OjnMB6H7hwcIncGDlIKVEpZZl4mDov+H7WMEkU+9s7GBVpmwaceKk0WkyWTuGNyGHzGGkRbhxBlIud0TSdRSWvgIpRAo5Uhw+GtumSGk2SO43R5LYg5Ja6rel9oCfi0ZRViVay2h+dnhCtzIHWkcSz+ZLMZlidoYpA0I4YEn0a5JSfQt6MyTczDRmRy4HPeUSVlOf0GL729a9zcGGXhw8vYFYL+mgk5zuScr8dPs25Wu+4cftdLuzvcDAZpM0SItIuMdYIBSIEtIY8U3TRglJSofRCn7DGolUkJCmxjFIFjGoSgy6koXl8T3W8rqbTUESqpXX3g4hSNlXTJsmIncxtUms2+LipWnxUIjsm8s7RCV3bMhgMGAwnOGugbXF9x3I5g+mMzFqyzBKCZuE6Lk5G3D455Y03X2d3Z5fDi5fY3t5Ns0Fprc0XKzl8AFoL5aKuW+q6lerCR3CR2zfuMJ/ORW2FvB4BqVxVIghJUSBZJSixRoQ1MoaIpLO6FMfxnk0nBkyU96PvG0IwLOczApFVs8BYjRXToAzkYoqp1dpubq6yKJJDeU1QDZycnBBjZG9/j+F4xNHxEafHpyxYEDOpIrJMTndKKbrUqzRaEMBt2+LSECzLMrq2oygLoUJqkdpKn1fe5EjcZHagpLpZLVf0riO3mVBho8hAtTFoAz4YdBR54my1JDeKzvWYsmB7d4tPf/a3TgDRb/UNxDlHkRlu3LzNC994iQ8/8zjaGA4u7LNsGhatqL8Gg5IFCueCVJw+pFyb+73vjTM+zffWYVZ917Nc1myNJgxHI2IIYgDVNklb5bTsZEhIvVpRFDlFnrNczAl9L20hNBlqE72srCW0DoPBuwYfWiZlmWiyiX4dA74XRHkwEWWFbpvluRBzMwsx0DUtfdcwm07TfAA2rZoQyNKAs2178qICa4UYrQxt51gsa6zWRB8pckswQUyka2ksERsToVppZCnyRAzaZhhbgsm4eXTMj/7N/4YXvvkiv+d7v5t/5Qf/RZZtC37jZCRqh/OR3suc8/h8yu1793j2uecYFAVRiZry9PSU43t3mc7mLJc1XdvT920KH8vJMgGfFkWOtgJ5jcHjgxezcmoHrkGga8+aTlaB91LAAakelGwi645KJEg1JU1Z8RYltJPMc3XCd/T3ZzPWoouC3WsDcb8jXRMd5WcZayh1xdbWhBgCdbOiXbXMpjM+9/kvsFquGI0GLJYLuHuH5WKZDJMxCY/8pgJcp3AS5TkVmYEI7777LmenZ+LGD2vO8LqtuSarqw1XzBaZcPiS30pFRd+2kLBRWvmNSdgoEXRYrRkMB7RNy917d3Fdh4se41OAYITNRB8Ecy79Sy83gNYJYyFMl7IsCd5zdHSEUorDw0P2d/ewyjCfz5gvJEI1SxuQ1jo5SPVmOLomZSoUVVkhuewW13WwRqJ03eaNCUFmIHVCSoSul/yCLBdpohaNeN8LnNEYJRd96oau+h6bVbSd4/R0xs7u7m+pAKJ/pMfuLvyr/yr8hb8AR0e/+t/GY/jgB+HFF2H2v5JHZn8ffs/vgZ/4CTj+1ZI37z1t9Lio+OUvfJGPfeRZZtMTHn30Ae7csUwqkfEOC7keUGJ09D4ZqEgVdJrNEeUm67uWSNgEnu3u7BCJnM9mkBYXWZTlc53zrOqG5XJJnuVU+YDlfE7ftRDkJLduHSmtcbCBWxIhemhaUQvF4BNzKmM4Gm2EKF5HlDXkRYXrJEIheofrHMF5cdsj37Bp5TkJJkNazgDaZiISyHMx/uYWbSwxapq23yDdTS5bxJpRptLAVUWZcUQQRE815HS+5Jc++yu89tYNVp3jG9dvEKsxf+/nfpmLh5f5nk99AqU7urqV1sx8SdP3GFvgQ+DW0Rl7h5cxecEXv/w8d8+mzBpHXlQc7O9zcOGAhx56hHVwVAiR2WzON77xDT73uc/wHd/xHezv7acFPwE50ek9FS5fiB6Lkhdapw0jyHxDVEVyP+oYCUhLKrMZQUk8cwhSdRplpA3vPM44+XnqPrwRkPa7EXlxjNL+91qDFy9MZjOhGg8HWGuYhAnLxYIiL5nNZ5RFhbUabRR1mrupJO7ZVAZK+H4xGaWDB6MtvVLM5zNOTk7SjFhwQiCVg2T2pBDWGFMMtSazGqJBxbiJWWhrh4+y1uZWEh/zvGAy3sZmNo0iROBycnKEQmZhOLkG7f3KLm4+XOpz2SxLMbHJORwCUWvG4zHVYMD5+TlFnrO7s8PBwR46U5ycTu+/yFF6z2LC0ptBvVQ64haWEvP+Ccj1PUWey4amAm0tygPnetq6QSlFro14DfIcra2kdJmOru9pu57IEB8tw2pE33tOZpLrrpSmXTbcvScL1G/FAKLf8PHww/BDPwQ/8zOygfxL/xJ861vw+c/DM8/Ar/wKfPu3w2c+87/QE/hNHo8+Cn/1r8InPvEPbCAgjlhblrx54xavv32DawfbNPWC0hpsatRXmRUFmJOebeechGKtNxDvNzA+rWRuVg2H5GWZQs8El+F8T3SywHR9J9dxUiuWRcF4OOLs7IzFbCZcprZFR4UpNK53GO8EF2Mz8NIuWy90ISF8pufnnHnH1tY2bbrmy0ElMkm9VrdBcB7XNoL4T0FKMvdYt2ekIlrO55iDPUDYYjqzaCshUWWV4V3ER0/vIs5qIjndGv2DSpsIaKtp+4C2ObqUjeMzn/55/t5P/TSnsxVZMUCZDFWVDIZj6uWcP/9jf52vf+sVDnZG3LxzxHyxYtU18vu6QFVW2CyjdY7PfeUFTG4YTbbZP7zIB5/9EFcuXyEvci4c7HF+fs5sPuf8fMZ0es58PmNvb4+yLPFJkgphc7pWiDosEvG93/CwvPNp3mHvD8zltCzqorRY6/cYEkEWf987mtolesJ72G3vPeRFoWGIOkgIHTodwK2VRXhNGV4rVQfDMXlRcXh4SYK7ckuMLh20LSYKHXudh4KSllTfNsxmM+7cusNyvuT87Iyjk2OUTVESMaBUep7JPCnROzJjlj/L2qpiEKl9WkMHeY7Wci9sb08YjAZMJhOGgzG96zk7O+XunTvMpmf0XYsikiXSMT5iY5Ldiis4STKj5AWXhag61qiJECMGeTFG4xF5nnPvzl1817Gzv8N4PKT30t8N3qf3K5JllqapNzTNNWwvQvITrGN1xQDkQ0KYeGlDufe4JTNryfIiocUtyhiBfHVibpzP5sxmnuFoQFN3jEYjnPfMVw06iKZ3tpCh62/FAKLf8PH883B4eP///6k/Bf/ZfyYbyP8OHiEElMmINuPTn/ks/48f/EOcHN9ib3ebo+MpQOrVuiRtFEOe4BeknSGVgCIGyHIBhmZZRlGWkm+j5NimjYYQCZ1LckLhcfWdo206ptMpi9mc4aAisxbf6yRNtxhLCuQSOXrfduR5yUnXsWo7tE0HHyJn8zmLxZJqPmI0GDIYDOS+Kiv6TgyYfdNuYonbrhXmWdNs6BGbRTEGhkPJycmsQWcanRmKUlpwIpRx+GDoXMeqgdyYJCbQyesBbejJs5Kj41N+5tM/yZe+8TJbBxfYvfYwR2+8gc5yEbIkBddke5el0fzy81/B5IEHH3wYp6BRAgl1dcPJ+QylDAGoRiOctpzOVhxPX+drX3uRzGZMtsZs72zRNjXaGLa39zg42OeDH3wWazRN27BYLGWgrlNMsjV0QVzqxLQ5E/A+EnyaA8Bm84hps1VKjLKRuJmROO8hBoq1GTMGkQYndZdkGcXN4TjGiCfcT3Ilorzw4dZpnSiV4KExvS9WMpCynMFgAHi8b2Wt0xbfr5l0bAgdIToiiqIoKfOSWT9nNp3RNi3VeCgKNGNkwyfxt1JS6vr5CsF8Hae9/hwJEBuPx1w4OGSyNaYalGS5YTafcevmdepmxXw25+zshNlsRtc16WvzdCDyWB2iKE4wiX4rAEUhXRabNhTwq7wboBkNRizyOXeOjzClZTweMBoOCSHKnMOHlIuuMetqJgqVtkcItEorUVUEj0lphau62VRDniCk3Bhk0BYjRVEwGAxpO9Hmr8ssZ2Vgv2wasrIUV+1SzG3z1UpCWuolZ7Le8Jd+7FcPrh98/69etL7wZVDb9///X/wr8rF+vPffPvZd9//81/6mfPzaxz/7h//Bv/v1vu+v9/i1z+XSk+/5xx/9UTm5v+998Mf/uGwMV64kSdk78MlPJknZ56XK+A//Q3jgAfgzfwb+yB+BH/xB+T5/8A/C3/ybSVL2T8FLv0E59G3fJt/r3/g34E/8Cbh9G374h+Hf+/ek0vkjfwT+7t+VttSf/bPwPd8DWQb/9r8NP/IjMJlIK+37vk+e3x/9o7/6+3/sY1IJ/dAPwY/+aEKhBEww6KzghVfe4t60xvQBa1ZsbW8BoJqaYVEwm08hy8iSKsVjQUkuC0inW2uDUUaw370T6anVmDLHe0/ftMQ+kKHwvme5nOOcZzFfcnZyTlEUbG9vp5ROy3Q6JSJqxKooiM4zO59hrabue06WM5quZVRM5JRsc6zJOZ2ecjqbUxQZ+3u7NPWSqizIioroEYltgBhkNtA0LavOUTc9fR/oPLSuYSfbYs2nMPkaWhnxrqNtIypobF7gFbS9QqmekK3luympUBmCEnPoX/4rf53XTuY0xnB+fMwHn/0An7p8kW996xWm0xmT0Zjl4pzt7QnloKQalgxLy9HtE2KURM6+dexs73N4sMdsNqPxitmqo20b2qaVFo7O8AHu3T3i1s3bDEdDHn/iMT74wQ/yyAMPcufuHW7eupkWSo3RicnWRUIuB4YuzRzWkRSud0Q0VpkEhEyyrPW7H4XWK/uJk+uBZC1ImR1W5egsI1i1Ge7HFF8QnAdj0+UkxsTgU/gZbCIPsizH2pTbDqiN8TaIIz6Zol3nRDGWKqc17sk7JweHtqNve/q+p1ktca4jL3Ix9xpLUWSURSUphmm9dt4RouDjtbb0vid4R1UUWGsp85zJeML2ZIvxaMyqrZkv58zuTLnxzjvMz84FqtjJzMT3YgQ2WknbKlM4B1Yj/dgYAkWWEZzH+0BVVdjMbjaNdbALSsprl6Jwq0FF27fcvXtM5ACbF5vKRSuF67r7L6KSACJRWsiw3JYlq9UqDaa04NCDR1uDqxPmxHmKrMAkFywxsJhPUazhjJFqNGCxWEoAUu9p645qUMrsxlpWyxWu76nKXGRu/xt9/GMFEH3607IJjMeyWUynslFsJGXPw4c/fP/z/+V/GV55RRb3v/SXZD4C8OCD8G/9W/CX/zL8sT8G/9q/9g9/st/1XbJp/IW/AH/lr8C/+W/KJvHDPywbyGwG9+7BH/pDskn8p/8p/Nf/Nfz+3w///D8Pn/qUPN833oCnnpLvubMD/8V/Ie2sH/1RYN0Tvp8VcTad8pWvf4Pf/Z0f4MYbr1BWIolTwROd+A18rrHpRupdLziM9UwtCl02OE9wTuKG6QS/4f2GAYUPNF3HYjkXwGHbM53O6RLKhzQsV0GYTWiD85521eAWNfWq5t7xPWazKU3bUFYlZseSlxWLsykhRJG/E7h9+xbLxZy9vT1GowGDqiK3BXqjDpJEy7ppWbYNi7ph0TR0XU8IntxYXJvI2ToN46KYALsQMSbDxSDR1EkqZTQ4b2QQkkjJuRFRysc/8dv45t/9SUxeEELky19+np3tLZ577sPMpgte/NrXBKjX1uzsbhFCz972Dg9efpCdnQvcuHGTvMq5cLDLnds3eeKJp1l2kc984cuMRhWDakDfd5RlQfCe+TwymYj34e233uHWzVtcunSZCxcOxHdQSPyB0QZtIk3T4p20vyNx0/KLMXnJkpYoxijDAMX9+Nn3+Dvi2uOiFCghkdtcfA4iHtK/yjsS3tPqXw/dldK4vqVrRWItG8a6q2JljqYA9GZeq5MKSjw8aVobQVmFIaHfnaPrWnwQasFqtaDrG1zwBKXIc8twOGAyGrCzNaYwGS4ZDX2wGGupBkOUMmRFTlFIquhwOMRozXg0puta3nz9TVrXczabikAqBBbLJb0T8oLNMtq+F0S+EgxVbgwGhdVK0Qd54Ypc4lytMaJ60CYpn1QafItMzkeP8x2ZydFGMZ5scXp6yp3b97h85Yqg1xEDly+l9NZK44IYE6NS6c1Jucwpk0OnoX1EAp56L+x7m1vGwyHNbElwPb1vUdHTNTXD0RgfwMSCi/s7HB2fMT+fcn4yTfb/njzLidGjkXZaVZb/8IXxf8XHP1YA0ac/nSRlH5EF+e/8HfiO74DlEr74xV9HUpbkXrdvw2uvSUUB8O//+3Ly/5N/Ei5d+s1/7n/wH8jn/7v/LvytvwX/1X8lG9f3pl+i6+Cv/TX4w38YnngCikI2qV/4Bdnc/uyfla+dTu9/zz/35+DiRals0kMOi0ryHBTkVckv/crn+J7f+REuXrnC7ZsiCpiMBui7AaHmiJrI+Z66bUSxYy3BZvL3rqfv9f3ZXhR3sq6bTcvWasNyuaCpV/LrNF1qfUDX9czmK8aTMZkyBDSdD7TTGSrOiDGybFtOjk/o+h409D6wWK4g3CV2jlVTk+c544Ecok5PT8T17IUvl9k2+Vhi8mkFmr5j1XUs2pZl29I5tzG59SmQ3lgts8cYJeskodE716OixyqNVpAbwQ5FJfe0xA2I0vJ3ffd38+kXX+XV6zfIjSW3GcvFgk//0i/xwQ8+y+/5/t/DC1//Ktfffp16eca1a1fYnmyjyfj6177G7v4BFy9e4tVXv0lZVgSl+cIXPs94tM2FC7v0ruP09ISqHOC9YzQas1wtRTKdFFJ37x1xfn7OYFixszVmMhkz2dqRU7aSzAuthbm1cZ7HlC+TNo/NdHXT4rqvbgmwUWHF9HcxOkJwxJiRcFrp09fmxrghkK/lrs5JZnnantJVGwlB6NVeq03mTp7lG8WM91JNaW1QSn5vpTRGK9kggycg8cHL1YzFYoZ3LVkh1OvRsOJwf4eD3S32tibk2qJjpGs76rZB5zlgKMqKyWTCYFAJ8j2RdM/PT7h79y7z6ZSsKrj17rvSqvOeVb2SIL0sS9HXgktZh9Blxkg4VuQ+i6pO2GqbZSmVENpWXjSjjWziwaM28UCBQKAa5GzHCadnU5aLBVtbW+JcVALesjZDaY0xmrbtUj9aZi+r1UqovEkJti7d5rMpru/p2hWTsqSfnzHwkYt7u+xujcF3zOZTTs7PuXV0gm+3KVXEhJ5Ca3oiQdsk0RRUMTGwcB1nyXD1kBkSCDTLnszmFNqmDS1nMMqoBhXj4ZjRYMjB/j4XLuyyuzVha1iyszOiGuQ4B1U1hGj48pe+ytee/xq/95/8bg7295jP5+SZxTnHa+/e5Atf+hK3332Xg91dHr5yjWeffZYHHrqKjz3feulVVqsObQqefPwhMgPffOkVvvbiy7TO8h2/7Tn2JjnLxZS6a5gtO5quE27Yj74F774L3/3d0h76yZ+U9tLx8T98KP6bScr+UR/vlYS992s//nEZzv/pPw0/9mOywVkL3/ymtNv+1J+Cn/opaZetlWE7O1DX0r76j//j9ROVj5AijfOct999l1/+/Nf4gd/1KdqVtA5yo9kaDWi6Vg58SlhAXd/TuT717ZOs0XtckANKbvMk3TQE51i745XSrJYLFosFaCVBOsrQNB1KW0I8Z75c4bzn7OwsydUD0TvBdiecfe89QUE/nXL95i3G1YDS5igiDz/8CGVZcnh4SJZlzBcLTs6nLOuV3LBapKqotdoGGt+LB8QHxPAuc8tV08jLpeWUbbTw7XyEiEtBbFFaM0EEA32vwEh4nFMSElRkBV/68pdZLBaURYn3sjCOx6IWe/GFF/jcZz7L7/2Bf5LdnTFts+Tqlcsc7F3isUef5LmPfpJf/OVP862XX0Erw2zR8OZnvoCxGX3XcOvmTYwVivPdO3fZ29+jrCqcd9SrejMTNUbjQ89y1tLOzzg2Gqszdvb22d2/IB2SECSHJLNJ8ahhTcRKgokQEq44ykFhTYWMQfJ2Ak6yjki+l+Du45XS91jPc9eGPKlYZK7ikrjBWJETGyNu9bWZObKO41WAT5aJ+5uVMWtfSvL8kAyOIUiF3Le4rqGrF4S+ZZhpxpMhh4e7XLm4z8HOhK1qiFGJ3lDlzBew6kUIMLRDjO9wK4dzgWldc/Pmu2hjmC+X9H3HvZN7rJYLeY4R4cMpUSsG59AoSqPRViqqPM/I0FifJGAhTel776jyLLWYZDeyRZFeLFgrspRO2BOt6PuOwbBgsdKcnp0wKGW4uMYvl2UpvJa2k55fOjWt21r3tfmygcQkIw7OUwZHf3bCY5cu8Xu+/XdweXePsioYDnKC8tw9O+OlN9/m1vEJs+UKFWcMByPq3rO1t0/XScZ5TLrxtp7j2oY3vwIf/cgHZYdftLQrx2y6YrlcslgsOZkpjK3RTIlRofQbCQ4XeeTBy3z0uWd5/vkvYgx86MMfwveOn/l7P8W/+Af+Ock9PjsjBrjxzk2uX7/OK7dv8Nbbb/HYQw/xgaefZn+yzdbWBOd6bt+5zdtvX2dn5wLL41tc/uSH2dkZUw0LTFlw6/aU05N7XNp/iFU6aFmryKOmbuTUyac/LW2hL3wBPvtZeP/7ZVH+kR/5Bxd87+Hll+F3/k746Z/+R98o/qc+nntONpOf/mmZr6wf3/Ed8Nhj0v76Xb9Lqpa/83fk337oh6RK+Xf+HZnHvPsuySoBpK3EaFSW8Qu//EW+82PPsbsj6qOuXTEeDTg6PRNTFl42kE7RZRkOwWD4zOGMsKQym5NnOWVR3FfVpKvTOU+9XMihaGeH4WDIoDKcnJxw585dolIsFgvefuc6i8WCajRkvDWhzMU97GPEuUDnHYu65nx6Tl837G5tc/XSZR5/5FGJTQ6Bsqw4vHSZ7PSU45NjzudLssygrYGoidGg0gLlY0yECIvPIq7z9MGxamUDEVm+DMUjciCTYC+PzkSYotbDYLUeLqdxc4ycnp3x5S9/mcPDi9x95TXKsiLGnnq1ou97tiYTnnz6Keq2JctLYoh8/evf4ujeZ+g6z5NPPUPT91y6doWD3T1efvkVLl29RpEXvP7662R5Li3lRIiYzebMFnO86yGSevo5eZ4RQ4/ynu//3d/DznjCz//sL/LS17/OweXLvP8jHyZ0HTGA6++noiqtZea3pmfECCqkAuW+8CASRcGVvGb3Jfjr4bpOL1BM1YlcgZuzVSo4QoibVE3JLrIJEFlsMjaC1kI8NvKzXe9QWtZS1zvaJsUDIz+naRpRnTU1rm1xrQgpdsYjRsOMw8OLPHjtCjujinFVMsxKiIJsny46hoOC5fGS4WAMvid0kWW9pOsDN2/dkhlMcuQvZnPmsxnr8LLMJg9ICMkWYdBRYZVCGSkIcpthlcJ639E0C/oUCZnlGptBjD3iCwmJx+MwJuA9ouowYqvPojh0vfMUxnLv9IzFaMH21hbElFGQRfIsY9p3ieq5RgnI39vM0ne9lE/OkdvkhK1r8qbmuaef4ns+9UkWx2f83N//MsF3HBwecPXBK1y6dpmPvv8ppquO63fucPP2HXqVcf30jHw4wLvA3s4OZZaTWYVbLVnOzgD48BMP44NjYKt0Ngi0rWPVdJyd1xydnHF0dE7noGkdTejoXMPN4yOmn/sib771NqNhwUtvXsf1gd3hgCIzvHv7Xe7duc3pvRPysmL3YJ9vu/YcH3jfU+zv7KBDoCwLfOw5O+s4PZ/z+NPPsFy17O+MGW2N8TZycGGfxx5YoZXhnTffJkRDYJ2pEtBWEZP7mE9/Gv7AH5AZw82bUn088IBsJr/e48/9ORmm/42/8Q8Osf/nevytvwW/7/fJ5vDX//r9v9/ZgX/9X4c//+fhy1+G//w/h6tX5d/efRf+h/9BxAD/yX8iXx8T4j0KTdloIIPXr7/Di6++zkeffASQvSrLZd5GFJMcKUHP+0CI4Hv5s9Ma5wNGezLbS1pjEEnmOmIxAK5pMTZnMBqRpxzsq1cu0bYNN2/d4d2bt2ldz3B7C2sNq3rFcuEFrW6MhJ6VJZe3L/HIQw+io6Iscva2t9nZ2ib6Hq0jmTHkJmMyGtLUS6arXoiqvUt7mkb3ArArEycrzzPILE3biLs4dU9CkETNGGU+GF0Aowlao5VEG2QaDAG8IygjUmMi6Mg7d+5RDLd499YxsfdQKpz3XLtyhWef/RARxdHRHb72/FdwXc/BwT537p4SbcWVRy4x3N2mOz3h9ddf5R1TUpQFVZYRiVy8eJEYAscnpxRlJb9HkVFVBW3b0jUty+WSru3Z1VCWij/9Z/4DPvKBD9OcL/mB3/W7+fG//Xf4r//G3yDr5PB04fIFgoPbt+9hKoUuclogSydo6ZR4aaqrFLUcAloJiiWQ4iXS29/1AR26lBsSUOmSWLfFdBL7hCAudjlUS05OSKIem9RcIUS63qF93MxwfPD0vsMEhV+fjkIA76WqjEoST50gYmyWYXXk0sEOVw72GZYFVy5d5NrlQ6rMkGuNDhpjc86mM5bzGV1TU+WacSUbwNlU+GlN27JcnIGW9zyzOa5txV8UxO8hFI8OrQKZUVijKEzGOn0214rMakxmsX0vL9g697wsRSIbY5S0Ki/US3k9FJEgsC4XsHk6uCC7/3gyYTpdMZ1NGQ7EhW6sZCzkeS6M/ygvdvCBru+xxmCNpY0thPeA+XxPv5jzwUce5NmnnuKlb3yTm2+/TVlVbO/s4ILjhRdf4PmvfYWHH3mUvcOL5CZy5eIFjuY12dzK3CNJKqtBhesbqqpEORnyX93fw2pFWVim0zMGoxFlNaTrHEpbmq5nOl0SsazqllXTM1/N8QSWbYdfnVGvarTJWaRwGRU1GsdTTz7J/if30dowXyypfY93jrZeoVIv1fueLmnXCYrc5lw63GY0GpCVmuV8xe7WmOOTivPjY47vHaGNnI76rpfWiEsVyF/6S/Kxfjz44K9ezL/whV/dlvqLf1E+1o/3/tvHPvYP3xh+7fd677zkj/9x+QCpgL7rPfK09VzjhRfgv/81cYk3b/7q7/nww/ef2vrjPXJ8ndqhP/eLv8L7HpLf1SpFoTWZ1pJDojK0ShHGzmO1KA27rkdZlZR/RggIdLLYpLRLgLppGBQlF/cPGQwG4hDue7YnEz74/vfz4EOPMFuuxIyXSTLmYj7j5PiY0Ducd+RlyfbuDjs7O+RZRkjRBiqAUWCUoutaci0/Ncssk/EYrwLLupFgrCynqgaEEGUxyXNmizlFWUozOUJUOnkk0olYS2/eOznR6iCxyIOioMgkWc8oOTUnPou0Y4Ln8NIl3vzpX+R4umJUFsK/Kysiim+89DInJyfUq4YqH2CMZ77qGIy22T0QGODJyWki5co7d3425eaNm2R5niwAAx5++GHOz89p2ppBVdD7nun5OUZptkdbko/Rzfl9f+Cf40Pve4rb198g0zl9X/MH/pn/Cw8eHvA/fvqX+Mgnv43f//v/ebQpePmlV/nZX/oFrt+6CUUlxsy1QzsmIrNNMlnu4zqIEterVAJ9OoeLKS43tZTWratNFkqS9cK6HSXAx77rNm0olBI7Q4q6Vkq+p1u3SdfZK0SiF7ZV2/V4L2vkmrvVdS2XL+xzZXeX3dGQvZ0tdne2qKwmMzKP0N7gfKRZLhhXFfVyzs5oxGQ05Ox8ik4hWM1qRQwCB63KAX3XS74MijLPyYoco6FJASFZijpWSqVWoMQfZ5mV8QTREKMRIZ9SWJthtJiqBIYWkhM9Sz1G6SF3vSeGZqN5jyhsJrri+XRG07SUwwod9KZfmOWZEFm1po/iJnfOpeyHiDICsIsxoFzPflXw0aef4ujGDZbzOU8+9QRXr11hNJmQ5ZZ3b97gK1/9Kp/7/Bd4+n1PUYzGDLa2MRqGgxKnLFYXFHkmKW6jHXToMFFK/Z1hhQ6ewSBnXOxjjKGoKkLwdF1HrEpGNtK2PcXuDs4FsvIy+aCk94HvfO4Zbt+dkucZp+cLfuHnf4ULewccHlQbyTFKMxxUUAe8gtAaut5h85xITPLNPXonELrLFy+glcDmCI5BkXFha8LhwR5f++pXeP8HnsH3nsX5jN557G9kbf+f4/HLv3y/Mlg/fuRH4D/6j/6X+5m/ziMSQZmN6TRBrTBFwYsvvclrb90AZOitjWV7MuLOyRnBrEnQgRBAZ5a8srjeJZy3CHR673B9R1hnJQRp3Q6HA7Z2tsgL4WkZrQmk+GRj2dnZYnt/DxciUcu94g72uXL5spz6g7SM8rIgz4t0vYtKrF4uBI3inMhno8L1AlMsqwEjDcpYcmsZDodJejlAZxmn03O8dwxHI6bzBW3vuHd8yqAUnHvbdkkiSzrhabLMMB6UVLnGGuFLmUTz1YHNyXy6qPnS17/FyfSMydY+TdPhjWE0nnByfEY0mnIwYH+4RZHlMhw2lqIq8c4xmYzlvTGCBunanvHY4XbF+9V1HcvlOdevX2cy2SLLDFbDaDikm8+xUTPIZHObzldc2t2hPT+Dvma8PcLGyOLeCb/948+xWp7yyW//NvK+ZTVf8fRjD/PQg1f4//zYX+Hd4ykqM/c7UCEQzfpoEN/jD0mKqjWCRBlYz2JTRbEemm8M0psLM27kvWuCcO8cTduStR2TyUQ2kSiAKu/0Bq1irGDqZVYlh5nN5qKkUokx0NRztoYFj14+ZKco2RmNGA9LysxiNWRGTINRQfSOMrN0nedgZyetDQqLUBpc2xC9Z1AUjCcTNIraeUZZQW0atLFkhZi4vZbcEZ1ae1qL2VFmPPe9LjamnluMCq1ztM6JUSekgH9PySayW6UUWV5QlRVdm04ZGnwfcNFjbYbWhqZpGI5HrPfvDYsoBDDi11BOJ5mwZLI736O1kWGfc7zvoQc42BrTzadU+7ts70zY39thvLWNzQyn5ydkZcnuwT5BGWaLBaooxR2/PWHVB6wp2N6SCF6bWSbDESYkuaNCZiMqoxqI4dAii9BgLHG4BzuiunHOU69qlFESA20zRgUcTCbMlwsuHu7x5quvEmPg/ORUwqaVDJ3yLCc6x2Ixo64bQJGpgqgM2zu75FnJfLakazt2d7fpmhbnWqIL5FqxNxnxkfe/j5dfe43FbI7WMKqGVIMBZTX8X2TRBmRW8b+Bh/AL10RVURCZLMPTU/cdP/srnwPAZBVZXjDZ3uX2ySne91iVJVZHRBsx2RGlnSHcNJGquxQ61MdAILK9s8XhwQUGlbQ319pe1/dE53FdRzEcY6xNQWeeqiwIPmNrPCY6J+5xFWXjygvxOM1FzGGtkHi9d3igrmvQCptZVGYY5XLN5kZTFSXWGMbDMefzOW0tHC6bCb226xzHZ3MmYzGL9QlUqrXg0ZXS5FZSIjMCmbIYpVKQltzrOoLren7ip36Ot+8ekQ9G/F9/3/+NF772db7y4jc5m54zHG+l8ClBC/WNMO4wCrvKyLOMNe6j60WZZJNsNU9cLxJXbLWqcb3n4GBC8C20ju//Hb+dcTXiC1/4Eu9cv0F0He++8QbuuWewLtCtGrI8oxqVtKsFH/3Q+xlnirvvXkfnJdPpGRcvX+b7vuu38zf/1t+jD17ghkqyioR3leCCCtatzvvKKYld9s4TTfKFrDeA9+wd65wUSHSBZMIWMKN8D6JsJNZmqT0faHWbfHWiG1uTgDcyYaSTk2UFmkCInq2q5JHLh+yUlp3BkFFVkSUvRpaujxgC0WoKnaMUWKNQylKUBW3TMihyOq3xVcX5fM5kNGRcVRJTEBXL0zmZlrwfbS1d31FYm7xBslFoK0ILtMJYlTxVARsUBJUYMDbHB7HTayVQRDn03ccfm8SxkgpHETWSYR1jkqTJ1zsnF7NOmcFrmJkPHpzkFOd5RtfGpD/PUV0kywumZ2fkSvHkgw+QZ4qiysmynKosadsVeZ2zWgXqpmG8vcUzDz3C3sFFXnr1ZZq2o4+iuvFekaWQlO3tLfq+w0dFUQ0AWLUtuYa278SJq1Lmsg4oIy0su85+N4piMEKpiM3kxTMqEktLUQTOV47xuKTtGwo8EUVeyQmgqRuWqzlNU9M7R1YIOiPL7uv8u2bFE088villg7wsGGUY5BkX9ndx8VGWy6UMC6MiK4q1AJG/+sN/jPPVildv3OFLL77Ml++9w5/8vb+f0lq+85Of5JEHrqKjp2lWHJ8d8dJrr/Ozv/wZXnvrOpOtXc7P5qyamqtXr3Jxb5vF+SlX9rfZ3dlhb2+PRx5+mN2dHQajEcoYVquab33rJb705ed5984RtetwCrre0TatXBtEXrp9xtOXtsmNocwK8rKk9T3n52d411NmJSbLUoqdousd4+GILLN0nbiuYxApuZxqpX2lvAIdMUXOl174BmhYuUjfrsBYTCY5DGQyNyDdkFEFqkGR+uHCPcqIZFmBiqSqUcp5baVf3XZBeFfrBSRGtM0IwW9iectSOEJJnEhImQvRKGyRY/Mc7xx922DsgMxa6TMbTR8crffiUzAKm2dE5zHaUGQZVSnPLfbSsgwhUGQ5XSdtUaloC5rkA5Ek0RRFatfySyXzFpsneW8Kr7KyQEiP3/Bt3/Ypmi8/z0vXb/Df//RPQYD9SxdoW8/p6XQjhTXvOSXbPMcWGV0jp+rBcMhoNObqlWs09YJVvaJtxEVfVSVFmeE68eJ0bccD1/b5V37wX+C5D3yY3OQsfvAH+fN/8S/yl//yf8nL3/gms+/6JNrmLN0KM8xBK2Km0QboO0nqizm5tfT1kos7uzx28SLfvP4OZjwkGIED6qAJaQOLaf9Igl+pOpPXaO0PAXhvNkp87y7CfTpvCJ7gg7CzemFn+WRHWMdMuITVWTMFnZf2mVFyQF0jo1SqSvE99B0PXNxjUhVMSsugzLFapbaSIVtnLSmDshbvI4PRgHoVKXRBNRwQY2SsFau6putaisxS2YzhoKJrOurWoaJnmJfEPKOPnkxrtM0ki0WJfUNbI7wtLYd9rbXQqo0VvbNGk2krCGcjL07fJ0hcFINfCEH4PlFJFnoM4OUks2YFBS2GwN5LKwClJLnKikRWbhwHSiXYnUSPrndfaxR11zLIBhwOJ9B2bI1H7OzvkxtDs1jQrmrKakhpMi4fXmR7a4v5bMqNd66ztbvDaHuLxdmMSTFE6YCOjkGR460BHZmn/IimbVBFwaKp6WZTxsMRUQ0oi5zQdTSrJXmRMRqNGQ62iFpIlYvVAqUl6c1qqAYZFy4MeePKJWLvqCYTVu2SxULaTK4PtE1D07UMRiO2x1sooF0tubtYMT+f8v5nnmEyKOldJwugkY06+kCcLRli2E9BXNVoSGlyOSlpuai7ekEBXNzZ4hPPfYgv/5SUrY9de5iD7V1UEJRCtBmT0YQLO3u879HHyG3FsvPk+Yjjo7vsjgY8/vADjKonePrRx7BK07Ude7t7DEZDRuOhaNm3YW9ri93RiF9+/ku8/Nrr9Ksaqw1eg/cR957SP/hIpx2mc5im53e8/zmeePwRvvm1b/L1m2/RKTAbCb3IbVU6qUVlUOgUoJTK6QgmKoKJ1EaSNP+7n/lFVqsFDz/yMOWwwrU9fQgUaZkIXsLS8oQSMdqSZwVGGfre07RtMqrKKbP3HqssTdegFQzKQvDaYrwAa4gaijwjzw2myCVW1UdU5olanneWZ+R5ySrUDIpKqNHSWSJoCHWDTpWHUxGXWh7GaKqykCRO51j1Kxbdii4KtaFte6bdit73RG03J+AY5fX3NkkyVcSpQE+gD6I4it6lk2qGtjnR5ByfL3n35JzzpiNmGSfzBVWVszecMByXjAYTrDUUuVQwq0aCt+qEEXr8icd49NFHWS0b3nnnbW7fuk3XSQBRVVbSvlot6ZpWpPvKURWR7/uub+eDTzzE7OgWKlgm27v8G//KH+Ptl1/h+a+9xOx0xd6uxowUPpPuRa41XdeynM3Z3j0kr8bY0ZjoO/zS8cSlS7z65tuC0ycSgyHqtAG7IO0Zo5MCi82GolASx6wNBlkk1ybAGAQZ40Iva2JKbe37PuW0i1scxI3ep3ZonmcbD4lP+PiYKhmvI752QvrFE6Mm9A7VNVzc3WJvNKDSUOWGTEUyLQmU1mgwgrW32qJUjtaRwXBE3znKLCO3OYOyojeW3OS0dU9VDCnKgiIvUS7gMsN4q8LPanxuwRvJ1YngU6W2TqI0SaxntXRWAhHb1HOcaxgMBmgjp18TxVDonRNNsxbNdOohCHokeoyx2Cyj6zpApGxKW6qqZDVb0jRN0s7L4MVaS9d2oET6u1wsBZVs02biI8EghN0ETzNWbtBBmcozVeG94EyKtkU3Dbdv3uStt65z4623GQwqghtQZhnjyYSz2RLftRgNuc3xiJFGThdywlytaul/946qLPAh0rW15A8jc5mu61GZZTwcMxgPcb7He+Eu9X2Pj5onH3+Ur3/tWzzx8HdgGs3x+Ql13QjXKEQuXDhkPBnTrGqaVY1RMCgqHr72ABcvHOC6TiB8WUG1NSIohY+B0hi6GNgClqsVruvRw4pgREYNMnzVQTEoNXuZtLUu7u9z7eolFB5pHSggkCvD7njM1QsHWJtxNJ3jQuR9j13j4sEuh3vbTMZDJuOKna0dRsMhNrNiRzBKIjZDZDIZ8oFn38fW4Q6Xnt/nC1/+CvdOTtHB49Go9YktyhAx+MCimfOBBx7l//WH/yhuvuCamvDm7ZscuQZjc0wq59c6eq10klimWFJ1/xSolUR2amuhh88+/zyZMbz+znU+8pEPsb8zoW0cueqxtkzgPGEnZVZLQp1SySCbWjnrjcaIF2TWSkRpJCSlTthUpVVZoLMs3ZAFOpODkAoRtNtM/ZWSrAsVg2RWWFI8rSCB8nKAb2ratkUZTVSRQmcURb45wXbOUdc1bdOQWUtRVayaltVqKQo1FZNqiOSMT4gNoA+ezEWCUbQdtDFi8wJdjmiU5pW3b/La9ZvcPT6n6SO2qji4eBnXt7TNCuUCTbvAe6hXLSfdSpz86bWbL5cMR2POz/f53Oc/x+x8vjkwOu84OT2haztisgAIJimjcY7VYo6NgeX5OX0XsTrn+N4d9vb2+IP/zD/N//OHf5iXXnqFT3z8gwxySxxWQp4oSvrQc++ddxgMt8l39/C5IjiFi47JuKQsDOddA0qhdC7AxBjvs/3SfMPHIDM2Ii5K92A9613POZx3Gy9I30uCq0+u/nXCaghJcJQihF3fswweGLKGP0rLsRMlZdpo4ppZFXqcj+A8JZ6D3W3KLKMsdGo1svk+kFqUKX9eaTH4DYZDloslJhPFYFmUGGPpjZN1tBqQ5UJV77uOalCRzTKsbsmyHGMinn4z74mkVMz1RqqE95UlL5Ft64Wok8oJ6IDvpBWRZ+IyN0ESsnwnygHhzSl0CplyfUsMPt3wMuDM84wlga5rpKebqhCttMTkJqNQiIFMp7jcEJJzOFJUAzqlcDGytzVh2db0fYdWkTLPKZXMWaLz1PMFR+dnTM9OeejaVXYnEwxQjccMhiOm5zOa5YLoevrYMZwM0Ts76xWI+5nLPVmW07Sd9AK1Yrlc4b0g4rXOqcYjlFYURUGpS/q+5/z4TIrgEPjA+57m5N4JN25c58q1a1y+VHLv+Jj5bM6FCxeoBpUYpZRiVA0YFiWT0YjtyYTZ2SlZnqPKCm8zbNSYSvwrqpShu7c9VVFxenZKl7Vpniw3w8XDQ+4dnaRo0wkAOzu7WKMpSkEzEBwJ50NelEwmW3RRoWxGVzeUmWWnKpmUBfvjMePBgMxqMmvIrNn0hCUwSKSHVVFwbf+A8rkPs1WWfPErX+XtG7eZ+rBBase1EiZVnReGE+o3b6IWSwa1I+tEE69knCZ+IEQmrjeLcPqIKilUpDKOxM0GQpGT5SWdc7z6xtsM3vcUpVX0zqVFRMrw3vVYLZW08h6rE0E1yyWkqm9BafrQ0TqP1wqlArQtpbV0KlJZYQxppQmup/GKULfEGDFKkymB2vXOMV/OmM2mzBcLQutZrJYsVkvxXxHQeUHXdyIpH1aUgxKb7iNtNO2qoe3EXdx1HcVoLFntbcO8XsrMw1hIPX6d+tPr2WNIHhDvA84iHHdTcuNoxle+/iLHswX7l6+xc/VBwa8cHbM4nrGcnqF8z/mtu0RlicbiQ588FTI8z4sC5zwnRyu+MD3j6aefpigy3r1xU+7R9ByKopC5p7q/iNarBQ8e7jLMcoxSFJMBNquoF0tW83OeevQhLk+2+Ymf+fu8/32PMcFh8xQa1TqKgVB+T+/eodrbgoEmKIcygcx6SqtQ3snGriMxSNrjerEPAPo9JsGUi9Q7YUCJGVH+PibF1BpOKAVF3Cz+xHWUrqJp5f3SabElgrFmU8EAmw1kLQkWZ/z6/goMqoz97TGWiEU8PXqNVnnvh04/QylMZhmOxyzmc3kuRqGCZpBXTM/nMvPI5J7KMovNDNoWDKqK1aoj+TdQPm7UtT6K8k8pOYyg0gwoQUptU9fEhDGp24a+75IaS3a8NXa47VtxcxLxwRFdarEEJ2oOJdJbZY0kVWV2I8klbV7rGEaDRCZqpcW9G0RGrAL4qLBlwQzF9ZNTLl89IPOe0PdEpahDR5kJe2Z6ds5yNsO3LVcvHjLZ2mJ3f5/ZYs5kPKHaGnP7liIYTd+sJCsi9CyXi/UZVmSTkzGz2YztnW25IVJcZlEUZNmQ3jnyzKJCoFks8V1PXuTinVGGrcmErm2pVw3f+e3fTtfWLJuWuuvY293n4uEhfdczm83Z3tomG08InaNeLmnrmr7KBVzWd6g+sDMYkKVWoQoKg6bMShw1eV7QOc/p+RnjyWgD0GtWK3wMuAjDiWyQdrwDgwl2uI03krHSEPBRYw2Mhrss6si4ssRh3PTbTTHAq4LGKaID33nyoESmnJQsXRfxvahGoosMiwFPPPIoeV4xnrzGN998h/lymd7+mILBxNS2XVa46ZyjWzfY2j/EIO2a9QYSvaB1TIpNjUHysteyU2Okoo0xSZjXV7s2YtjSmulyyc07d3ng8qE40bteqg5lcS7Qqx6jDB5NMEFmbHmZoHpeyvcoru/MyQYYQAChIcJ0hYr3BBvfN7S99MCtEax3mReMx2PavuP45JSz2ZS27YiuZ7la0fmAQ+6H6dmM5XLOgw9d45n3PU2FIreaQVUCsuF572l9T9SyMMyXS47OT2mVJ2iBAdq0gSgjFkLxOsiC5JUmGksdFXfvnvDOjducnk3BZIy3D+iajpvv3uTk+K60TV3Pxz74AX7vP/n9fO4zn+fTn/8ydjRk2azoXSuKnSzfSFKttfSu5+WXX+LCwUUmk7HI9G0mlaTRtG1L2whZu+9bvOsYZBkPX7kseRWDAlsUhOioT8+wRL79234bf/vnfoLzxZxD36P8OndDfGqDYsC9mzfYOj1mWAkV2fUthI7caHQvRav3AR8UOtXGzssAREdxr8u6pDaLu1Qfm+WLdZLlWkUVk+lGaS1ijLTQ2l7I4OuUVZVkuGtV2tpcHYnpIOY3gWAk6a7xPfsXH2BgZD5nFZsMF9JMRikl7TVtwKS4AhAZbp7RNS2FKdNMR742sxlVLiKRGILMY0y+ETg4a9FeoJWZyUTqnD5PGyOt1VT5rAsGqyMb3btLGcRKxWQ6qRlWQxmmxzR8SoAYY9ZgMLWx/G/IveZ+eiGK+7s0pItHsoyl8vAbU2Hft2S6oFeWXmu+8cabPHr1IhcPdiUe0wdc72n7Rp7faoUKkcloxIXDSwyGQ4bjESpGrly6RB0i+7s7tB6m52eMxxNc6DZvfl6UhNBhrGVrawvnHPP5nOFgkE6+0rZzfY9R4lhtVzWz8xllWTEajRiNBqk9Zln6iFYhYVssOzsjkShHBwPEC5DnaB85vnuPtmkoJ0NQMBgMUNZiyiFlnhO7ntj1hL4ndB31fMFiOqNtW3yMTM/PhH+X2hbBe9Ga5wWf+I7vgj8Ln/zu7xXfS5QTVN+1jHoHDvquYVIv2T475Xw2p3d9mhwGYnB0WUawGSsPrDq06ilstjmJ5XlOWQxxuse5jjZAyDL2r17jdz/2DN82XfCTP/1TcP1uUpl4YrIdDMqK6XLGLzz/Wb77+/5pPCmHW/Z0QIa8WS6IEd/JRWyUFmmslsAe79eeIbl+jZZshBDFBX46O2Nnd0ymclarFZkVwKL3niBHOmJ0+DRDCS5QlJaqKpivVkl04Tg/m9LUDRpFWzfMFnNwkUEuoUAu9Di51MmMTYNU2YA652idA5167k7YXE3fM1uuuHX7NrOjUx577GH2L1zYGNCsNRij6ZtWTrVdR+MdtshxXphYtevIt4b4pkP5+8NejCx7GoUKaWaD5s133uX67XvUPRTFCJNVnJyecfvOPXSMXNjf4Xs++XE+/rGP8/N//+f4/u/9J/j4xz7Cpd09vvGtl1mhqaoBfuEZDEaJIgFFXgiuKDP0rmO1WjAajqmqkr5zLOvlBle0DocLIXBwsM8jDz3I1nBIluf00dH2NcSesiqIq4aHHniQuvccn5/zWOixQQ4iIR1Ey6KgWS45u3sHck0XAm6+wvc9ZV5A29F3nphLO3qTI5KAkyq6jf8nKjnsxAgu+Puf82tUV1LFJye71mCteEu8p88yCl8Qg1Qhfd9hzRqvLheJUhplFDq1UGMUH0hEhtQZntGwQqVZ1yY1MkEYpZX7no/ULI7I75AXBfPZnPFoiHYupQzKAawsc/HGaEVZFmhrJDsmk7bbWiavjcYQZe2ISg6OaVNVybOklcK2CeZFUMQ+gleoKOoK3znMUOOCZAIrBNiW9R5r803PVbKn1foVxrtezmuCxE89RnkBfPRYbenbjr7rpKTTUgm4kE4zztOryKsnM77w8mv8wN6nKKzmrJ3TzZf4vNy0xfZ2dzF5xoMPXqMqK87PzhiNBuwc7KJWKwajjBxD3fZoFTi9e5fxUPTyq+WS3IDNdXIhi4GnaRveefddrly9ROkLcAJiXC7E/TuoBkxGFUoFTPAQBPltkzlNa0MxNNjBQMp2H3HtgizTWAwn9045Ozunazus3sZqS1UMqIYjYiZI5na2oGtbmuWKvms4PztnPl8yr2tu3bvHYj4lLyzDBIZ0PZjeoPMxZveCnBS2DxB9WRTUc9+xnE0JuUKPJ5RZzpVHNFeCR0WXQph6MmNlAbc5eZFLAI1S6BAJsROMeNtS5TnNasnLLz6PKgwPP/5+huMhr7/6Cp//4he5d3oipzSbUtWUR0XN3nDAsltx5Hu64KmDw6HJlSLKLSx46xixKuKVhOJoJZtETEpAlbAc67mIoEjWxi5J35vNl4wKoIuYlXB8vPcEKzMWVGA+n9G1HVvjCcoWciNZTV5ZmsWUd2/c4Pr1m9w5PsOFyOHBAQd7eyw6UbDEENi7eAXvHX0ImCSR9F1DNhqyv79HQJFXJc1izusvv8at8ymzVYMn44knH+d7v/ef4PLli9T1gtxalEqRCH1HHz2N66W1l1tcCMwXM0yueOrjzzI/n3Lj9bdYnUvFpwuJpLVKEV0gM5bZbMFXvvEy4/1DOtezmB6hAjx06YCHrl3k2qWLXD48ZDysmEwqbj36CF//xiu8/4NP8tgjj/JH/sU/wp/+L38ENbJkeU5RjakGlrLMiZ3i5OiclgWDoUXrjOl0AbETBpQSDpQKERtELrq7s8cbb79BeOoJQt1C15GPBDdfjCq81XR9Q7SO6fmcG/du83H1AWFHoeSwJDstzkVOj88Z7uyijSb0neDa8x4fGoIZooIkSxIjpPa7TgdXiaGFEL1kgEdNHxRre2UgtWJjygWJSTGFSgpNCG0vgh0taHmbZUSk01LkOTG1yUOQyjN6nyCFaypvkhQrTVnkjIcDdPBSlQjtSzYTA1qMOxA1MYiLXqevj95hM5PKrpi+NjnnEbmvSi9DYURantksHaZkPtRrRbYmOodEHDGWoHRKdzT4mLpFTVMzHIxEp9y18qJojXchudHvqw1iull9CJvqwzlSaE/aLBKYUXbJdbkGSquN6zzPcprVKplm1oMh4fdrFC4EXIzEPOPrr7/BU1ev8f5HH0ZFRd11xKgYDYeiTtGwvbvDlUsXaeqadxczelFZAzJs14mqmVvDZDSkXsylVPWB1js6J3kIuTEURUHbdXRdS+8CZS7Pr2k6sixDYQm+Zz6fUhUlqFJS7JycWHa3d4hGQWYFU4DcxL12+L6jbmqWyyXT6QxCYLmqyfJM2i/K4LRiWa9o6oZ2uWQ1X9JH6RmfT885OjnllTdeZ2d7zHQ2wyfS7mq5Yrasabe3qUYyAzF5LsqJ6HEhovOS4Y6l7juiNjS9ONqD95vTfO+hyDTeRYoIVkWszH3JjCXXGXpgwbSE3JIVAx7/8Icx3vPayy/zxZ/6CW69/Q6ub8lzOU2XVUUdHJ335DZjPBrTL5dsT7bp+j7hxfWmPL8vuo8SGkYvJ6/1taQkFsB4uX7WpfW6ypU8BE/TdZxNz9mbFIBmuarJU++3yAwZa+BdB7ElDD296ykyKelXTYM2mtFoyONPPslkd8ovf+ZztHXPaLRFCI5rD1zl7OyUb/+e30lZlXz9hRd46qknaZuGG29dZ1lL6/T1N94gEhgPhzgVuXTlMgedp5+v+Oizz3BwsE+RZygGCcYnJ0oXBCnfO79RLs7rhvPpHF1aXvrqi+w9dJn3/45PsDyews+Ct0HMgTpCpmhcz0vffJmBzVkeHdM7zyMPP8yzTz3DxYv7WB3QRHrXsloFnFvxxJNP8Dd+/L/j5OSc4ZUtXnr1JZaLJZkp2d4dYFTPycmMEKGta5kVak0MOcYUGJPho6OpI8bI4Sq3BVme4Zzn+vUbTKczrt+4QdPU1Kslk/2xHIBReLWuAsSxf3Z6gnOOKgZCQifF3kk3xEpgXaYkac8jkcaZsSkQbN0Bie+5tqRKi0HmoFmqnpSSeZjEaSeD4HsNhOnP67aO0SLD1XotyBC5+VpEsJMYalatDdUqVch9mq3ILIQoI0MXPdq1WCOzPtKhSqn766lKP0vxq34VmaOktTm+pw3n1smvSgKufJKM60zYYcPhiHw6F7FPXMuYUwptDBtXvEGJyGD9ekQkEz3LbUoh7MmsgBT9+nmlEss5eRJWJ/MRsjMZbQg6pBdDNPp2vWtuZnkycJE0Lol5zLJ84x2JSnDLGtBRBl22KAlZzsI5PvvNlzi8cMiF3X2W8zlNXTMaDmUGQ2A8GhO9Z3p+JkYvDX3T0jcNW5MxZ+dzQt+DNpjosUZe+qIoibGnb1fpzRK6ZyDy4AMPUVSy8EQlM5qmaYg+pGhHRZ2tyKsBRZknZUJB19SYMifLLVpB07bSh/SBZrViMVtydnpKXa/IbM75bI7zjtPzKb2L3Dk94a133mY+m5Nrw97WDrrMWNU1s/mcu0f3yPOc3b196rrd9G3rpqHxkdYFjs/OgUvcOz4RwnBmUUbjgycvcwIG6arkFCYjS7RklKJznYDeIhTWyKHCSCTrqm3plcZYUfGYMsP1cP3Nt/n8z/4cvl4xKAseuXCZW6d3yJJvo6pKXNfi6TBRU5Ul7vycXIvmPcT4D2wQ7201rAGb2NRSUIIAsVrS4tZKtBADJiajVvB0fc9svuDuSc6lCxdRBBarmjy3DIqCPBfiaDUcsD3ZJreWSKDrO5TWZHnO1nhEZizVYIsnnjAc7B3yuS98gbfefofd/V1uH52wWC55+a3X8c7xUz/5k7zyxqvUqxU3rt9kuVwyrCoO9ncZDgZkWnHtgQcYDSfceucGjz75NOOtCoWECxW5ULCj8jjv6b2nbho654la0bmes+k5s8WKgZ4wCPDGz3+ZV/OvcPjoQwA8/MwTzGdzXN2xPJ5SaM2Hn/uQOI+XNU3b0jQNb7/yAvduDrhweIHJ1lg8PlphYk42yDm4dMB/8+N/m/F4zE///U9jsoKudfyz/8L3YMYtf/+nn+cbX32buu4Z5Dm5LfC9tFi0ghA0XnmcE+x8pzJiMHgnnLKHH36UVVPTuoboe7q6pg2eNtkKlJWKv8wL6sUS1zqUd4KU6Tqoe2LfUwwqFmcnhM4RfMA3Hd4H4d+lAaznPmw9hnC/GkGG00HphFUX2XX06xRWL07zeD8HRBu9MYIaa4jRJ1VSJLM5rW1FtBJlE7PGUOWlpKhmVnw5Njm6gdWq5vTkhNnsjKPje2wPMvLsKveBK2zuC5TAIrXWsuOo+9tIiFFmFkraVT5I29ColATbO8qypI0J5qggyzIGwwFFkbHqRa2p0iantE7sQrMpAvDrg5qCGLFFkWGspXetDHaMTqqEkAaV96WYMhRPiIJUjkm1odNujWjb099rbTbo4vXJcK2AUGk3DEZOECF4Ka18JM9LhqMxs7NzlsHwrbt3UT//i/yh3/v9XDi8yK13rhND4NKlSyzqhTCm2hab5QwnYxZNza3bt9ne32d+PpX2R/C4phYWTkoOq9cnJxx5UbB20Uoavbx/KkvSwF5mMF2eqL5NQ1mWbAWSASng3RSrc/KqRBsjRptkyPGup2saZtMp9+7dY3trhxDh5u3bVEXOclVzdHzCK2++TdO15EWBNYbj03NMltF7h80zyuGIxx59hMl4yHI+3WRARKVZ1A2DyxOGk20Adnb3UC45ZJMEdb5YslrU1G3Psmlp21bCeFRAWUNeFIJrthk747FUmtGiDRS2JLfCllrVS25cv82Vy4d85UtfZFRaisGIpmlo2oa+axiUwhyz1lKUpbweQG4s48GYDz/xDE0jOfcmy1hflzptPPE9G8v64loP8dcZ1DHeZ1fFpONfK1N8dLSu487RKdaWHOzusWo78lVDmfg+o0EFQdH2HUUuh5uu79DGYqxmezQRLlMfwQeefvQRrl25zDvXr0voTt+zd+kqL3/164QYeOKRh3FNi1Wap59+nAv7+xzs7TEZj1gtljx49UFOjqfcfPVtPvrYU5hCM2/nKMbkVgy6PjhJ4ewdbdexqGuaTt7/Rb3k9PSMvo+88PWXuTAes12OyTA0r94D4Ju//BW2Lu5x+OBVrj7yIK7tmB6dUc9mjEcVe4yxWELfsaxbjk5PeffuHbQ1DKoxg2rArdNjaud5560bbO3ssXvtEl1vuHN6h8c/cpGHPrbN9/7B57j9zilf/PnX+KX/8Wu8/tpNVguHciusMrjeMxqX7E526Oqe2dmcLM95/NEnefSRR7h7co/l0dsEFXB9J4eMKHLzaAwmM5RVgdWaZlXTNQ2+a/BBgZe5RQgBk2XUTcO9u3epqlISBH2kygqGecEcSGMymdc6aQ1ppfBi/hB0EwatBVUeelkGPP8gpVcMlHFzXxmjKMqSsiwREKIkCJpkwqvKCmsMfd9xfn7OyfkpWst1W9e1pDXWNRFP1624+szjopaClI+UjNxyot8Qh1WiDKDWQWkR0tpaJhKwsTZt6IkiYgyKnKZu02snqJ2yqsg6R7MUQrLzMbWMhcflnSNqAZVKwS83q+29Szus/KVJQ8Y+ARBl/qY3JdJaHRy8p9+orNR7dmiRxRotmcUhqVY2G5FC/BNRvsYasxkOhRR6Q1QUeUmeFTRdzcpEvv7OW3z2S1/iuz/5MUajIUdHRzy5u8vW7jaz5YLT0ynFoGJrd4+sbXjnxg0wwhGq6xMGZUFbt/iuS5FAMtxXSoum3XtIg/0YwMoaJhLeDKLPaLqePkjOujIZvYssVit61xGCJ88KhlsjMitlYm5zuVgVLOZzFosF0/NzFIoHHniAgMZ7xxuvvc50NsXmJR/5yHOYPMPFSJtkmwaTdP5QboK+gsT61tL3XiwW1F3gysEFkXQi91hhbQLIKSAjUlANh3Qu4qJEgnrXSSol0DtHkeeiVfdgs5y2cynWssdYTWZzvO8YjifEEBlaje48oVvhfUvnG7quZTQebt7zoihkYcejI0zKAXlR8cb52ea0E1zclNnplk3CjF9driutpGpSwjRbS33XEQQqHVb6PtB7aDrHrTv3KLICPapYrRqm60MNok5ZLpcU1lJUOVZnuBRtShpCV5VmOWuZzpbE3vPUo49KjKmTfngXW1HxVQXPfuRDtF2DtuIYX8yXjIYj3nrjLemV1x0P7R1iiLx2+y0mFyYIi0kR3qPO6fqe+WLJYrVC64y2kwWo63s++anv4O0f/9u8c+eE/e0J46piPJHW5XaxRX17xqu3v0YcW7auHPDgYw/wwM5DTO+dMH33hHrWoIgMt7fYPbzC+XzGi9/8Jienb3HtylWOlyc89PjjfP+zP8BP/PTPYaqSo7vH6MxgBz226ujjksOnMv6ZZz7CD/zRD/H266e8+LW3UBguHh6yOO9591unPP/ZbzLtIs999ONcuHDA9GjBV776VW7cuclT13ZSfomw39bvXZaJU39nZ5vRYMBivpC4iabBKYPm/jVurN1cu5NcaBqBWg6jNgOXckHWR90YMJjNWiceoDWuScQLBr1Rj8o6YJLfTf68XC6ZT2cCJRyUVIOCsiipBpWAGZExRNt0nJ1N+Y//3/8Z/8iPz3z9H/1zf4PHtf+/v8M/2sMaZbFZnrY3I6anBFC0VsxjBMFASDknFUhIrHi5dxVERQyyk8c0qQfp40rsuoak3EKtke7iKNbImy+OTjkpl2VBNRoya+b0XY8qCn7pGy9y8fCQpx95kLPTKS9/81vsX73IcDJiNCzRueXW7XucTmfMlzX63glXrlXUq1XyFMjAyKeA+cwoglcEbeldJAsRYxXB96BtkpR6yqoAHWmCJwDLekmRifR2sappe4tRoKKmb2pKk4ZOwTE7PxPlWVScn045PjrlwQcfZm9/l6IcsLuzzeGhSE1DOhE572maluligSkyBsWAVV2zWizlVKG1sFONxqQh+qxpaeyEnUvXWC1lYe2c6P+NVmgtOGmtFNHL6ckYS1CiFGqamizLU0ZGRlVUcko3OhECxHcTAuQWzmdTTFUwW5xQt3PyUEMQNpp3Dq0iw1wqEAPETGF1RtELpO2rb3+Dk9WKy48+IfMpbXGq35ywQPASSotYIkRBe4iUN6HdlSig0jgVlXrnMakE6Q3OgzEwq1dcv3WLwSMP07ZOfCrW4jUMipJCO4zR7ORbaKtlJoPwhozVopAbZ6wWtbSQzs7YGe+wM9lhNBwQ08xN95rlO3dZNXOa0DIaDTi+d8TezgGrO6eoPrClCtoYePvmO0QT0BoZWnpHcBLpHKKic4FZ3dDHSJkbZuczpvM5g/GYhx59hI994lP8+I//Lcq8Ilc5Rkly4rgYslWN8MrTuJr5G/f46qvvYMclFx+4yvbeHuXeHrHuuPXOLa6/9E2aVcPh4SHPPfcRBtWAuj/jzbPb/OJLn4Mtw8nRMYtuzpWHd9l/YMKqW9L5QN87ImeSTPq44nc+9j5mtxRf+/Q7/I9/9/PMbzoeffgRnnlwn7ffvsEvfO0XqOcdKgPf1zR+SO+DpCaGdbKgEghr0NjMMKpy5tMa3/Q0y5qiHCWEB9RODL3BRxbLmqJsOD+fcn42o25bjNHSvk5JjDEJMqyC4DrA4NN9J4gaMJn4jTxyojdabcLIrDF4UpXhJD62bVuWS0ueZRRFllphQiG+e+ce9Tro67fgw47HQ8oil54YAZQnBCWD8jR4cf17nIlRdnCrbRqwSN9wnVome3ZqKYS4QW382sc6HrdrWnDiJ1BaAffjdceTEct6yKLr6fqGRlt+7ktf4MHLl/jQBz/E7ZvXWS4XtO2KoxPNI088wdPPPM3rb75FOaiw2nJ07x7LxYrJZJxONhnjsaiwtIo0XYMxKuUpBJnB6IQt8BGsUCh3d/YpqxqjDfPplMViIe2f3jEYVJRliYkBX5acz2aUlUR1OhdwPnI+m3P37hE2y3jwoYeZbG3R+8DWzpZsmMMBPkr4UIwwn8+5d3zCvF4xqIZkVnwo9aqWxTz2or5Iss/T83OyS4ds7+9vnLbOB2xSGwUljlsVY5pDaYm+CIE8z/DOsVqtyHNhLCkFrc0pq5KBsRIxXLdobXCdR1tLUeQ0s0gfIib1idGi2quqit7Je1/kltjLGXBUDQgq8s7pES/fu8MPPPFUmqdpWrfG70sLUan3Xk3rKuM+0VS953PXn3I/r1qkiGufQoyKu0fHwlh79GGC79ELoSwQIl5nNKmFsrO3g7FWAKFBsPnae8CQFxlFaXF9z72jO5yeHHNh/4CnH36M4WCAa1v8+RLrerIYiH3LFgPcecuFwQ7GWKYnU46OjwlaUQ6HkpCoFG3bSkrcbI6pKlrnWTYtWZHTOc90NseHwM7uDjbL+MAH38eL3/gmN994i53haHNC9l3PYGtMHwN5UTKsJrjQ0oSO47fu8PY336ReNQQCi8WCDzz7AT7y8Y/RdC2z26e09Yo2zvngJx7kw5e2+W9/7JeYvrPi8qNbfPv3Pc6KBW6+IjNKYKT5EKVKbr1wyk/+tz/Fi790m61sj6cffR88E3nt5df44jtfpO88eVlRFhmtq1Ex0LY9fe9R2tC3PV4lirAXaas1Ytbs2p6mbhnUHcrXWAu+kwTDtpVK7d69Y0aTMU3b0dYt2aASmqzrpRJRks4YRFy0buPfv8jWQtIYsCqTqmTzT/KP67mvGAolcjYS6bqetm05OWlYrkQEE0I6PIdffw38rfCweSEvbN+3Gzmk937DtNdab2IjTTJJGaVlJw5SbchNHzb9uPWNvB7qABt1l1I66cFlKL9OJzRGXJUb9dd7hqVZluGdZYXi7emUzz3/Ar/ve383Tz79DPPVjEDg7tkZ3/rWt7j0wDUOL17g0uVL3HjnBqdnJ/Rdy2pl2N3e2qjH5EmtT+jS4xd3vHBm1q75ToHznsV8xWRrxHAwYFBV6Hv3ODo+FgSzF4z1MKEbrMlTZvaCo6MjOan0kof95JNPUQ0HgsVQkc61lIMCgc1qdBClzaCq2JqMaFyLIlCVOfVS4zIp7zsn6AOT2lWLVc3haIT5/1H339G2ptdZJ/p7wxdW3PnkqnMqSyqplHOw5Cxscw3dGNvQYGiTuq/JA0xDQ2MwGLAv2GAcwGBw22BwY5xkOclWsGyFklSSKuc6Oeyw4pfecP+Y71r7yIHLHRfG6Ltq7HHq7L3PDmt93zvnfOYTikI0HUBdN9h+kVTbwlPXOtEPlRaxHlBkGZRRzB7bDl2Kud5suaANji54QicQljWWfq+QGNQIdVWJo2yMWGMBERsO+31mC+mI+/0eqtEsF15yYrRmUi2ZB7f+WVcplNoIdHDMlxEGyOo6knfJ62e1prmNtaWMBr/SK5GW6S2+S3CUNly6do3RsM+Zk7vUTYtdVqgQcVmich4cYqxla2tLKL+tdJk5GlSkKDOGo77Y/ceMellz+folusWSU3sn2B5vUhYZpcnpUaCipo2OuulofcPB9AbzxZJgFTFqlLH0y544+iZmj9KKrMipjw5pupa83xOCiHf4KFoqY4Qt9+53v4t/8/TTVE2D7cs0erh/QNnvg7VoNNYWWJ/j/Rw3PWR+MEFrzXhjzNaJDa5duc4HPvhrnDp3mr3NDcYbY3ayMU2/5sRdG7zrf7ifpZ/wlV/zJl7zjrNMuwXDLMNmBaEueP6T+/zif/ogn/3QJc6cuIMvev1XsDg84jOf/DQ3rl7BWstwMMQMClrvCV0LwUEINFWVRHwW33iiAa+dZGIEEbVFIsuqZjpZsrUR8dHTLma0TcdyseTmrX0m0zlXrl6l1x8k77GMat6xdfIUW6dO8cLlq8zrGqwlGiNaiBjXLKeoSGeYomkcwa2YT8kwMbG4VIJJgbWteQiB+XwmVjNNJfuUlcJ8xaD6r3lsb8Of/bPwvd97HPG8eoxG8NBD8LnPwXT6X/f1/ls/dnfhq74Kfu7nJLAO6a8TVQ1SviXBB4gaazLx7omyhMmSIMYaI4KsEJOnT3qikghn5WgaViwszZraZq2kD7ahSQwvmWJkd53yhFNMbte1xCAdvg+epW9pguLjTz3Lzs7DvOMNr2Y43iA4x4ksJxjN5UuXeOrpp3DO0S/69IoCbTTT+YxBv8d4OFw/H9Ya+v0ex5bO4tfklULHVrAPJwLLuq5pm4rszGk2t7aEP10UoiXJC3qDIVZrSDYIddMxm825fuMWEckW2N09xbnzF2i9xzcN2sBwNCB0Lhn5RazR+LYV7yQlFgaL5ZyN4YjcGEJmcQS0zWiW1TqaNO/3Ge+dZLC5iTYCHVVVI/DVoJTM+eAw68W0wAPGSiFRSjEcDmnaThS1mcV1Hhc8dduxORqTayOLRZfUwKnIBh+x2pAZTd2KPX9mM0wq1L1CGHd1tWQ4HIDz3LV9ko3xNvViSZJ4JeNO1gZ2MQHJyki0aAirYKDUDRpzHN6DLN9ViEkM61MTonFO8rWVsXjf8fQLLzAa9jGjAdWyQQVF6In1yGy+IIZAYXPG4w2KQV/sSCZTil6JNtAb5pR1kdg9El96WM9ZXu04mM+TBXvG0GRok9F6oeIum4qqbajamg6PMpGeKcSWOxOjUR8Cg+GQoC3T6YzBYEQMkcW8QinNdDZjsFyKHkI57rjjDh581au4/tJlxoMeAE3dcPPWLXZOnQRgcnTE5cuXOZwcsLk15t7z9zAYDNBByDCLZsnkcM6TVx/lcd1ilGY83mJ4ZkRbwPaZPl//Le9hNCyYLG9R+jGzqx1PfPx5PvQzn6c90txz4R7e844HuPLSFX75fe+jnhzSKy1bG2N6ZU92Us7jo8P5BqJf526HEGmbjiyT/VpM+ULeeaw13HPP3VTNghdeuIhVmn45pm1apvM5y3rJZDrH2Jy816c3HBFipHYt1XxJMRxw/sQe/fN38tSLF5l2HSrPaNogsLtG9k9GIGtrxLesaZo17XYl01MqOZEHobhK3rsEiM3mM7kX4rEmTiHRF9r8VxaQu+6SSOdf+AUpIH/8j8Njj8Fv/ia84hXwkY9I/POv//r/dwf/f6vHPffAD/8wvOUtxwVEFkeyQAph9Xa8zBTfmo6269YLrlV36JOJ2IpdtfaT8X5dFNZPfFKmS7qhgWhSTvPqhlf08iL5zAh9MUbhZKsgWoLOZ8yOjpiVml/++CdYNnPe/obXsruxhTWOjdGI0cZIvGiaBoWmPxrhiTzx9FPUdUWRSXcCwp6IUadFKAh8BqENKBXRSiy9bV4gmgTDcrEUym6Rc+bsGY6OZtR1TecjTd2A84nyHDE2Y7y1xeRohrGGO+68g6Io6bzH5JrWtcwXC8o8p+s6mk7cYIWRIT5jrutoOxFdbm5ucHAYWEynzJqWRVMliROMNzYZbGyQlT1yK52o1hJz2jmPsTHhxnEtXNLJjhtUmix6RFYTYkyJY0KEmC8W9IuSTGuarsFFRUPAtV3ChjNyrZg1wsDRauXJJNTU1nmU1pS9HqXN+Yo3vxNMzs8+/NH0s+o1O+8Yllrx3RNNN0GqK1hVfj/RSgBErZI2KaYQNIFXO+fQRqwvolLUznHl2nWGvQvo2FFBYpiIye7B/iGFyekXffqDkt3tHeplQ10vyXsFZVkwGvVxnSfzlqquiFGzaCoWVS0BSf2S0mhaF2l9xBFouoZlVYGB/rBgsz+izKxM9VqT5wWz5QKdWRaLBV3TMhgOuXV4ICQP4OhowslzgeViQVlkTA4r3vDGN/FL1993G1FFcfXGdV68foWubbFac/rEKe6/9/XkhaVLjYH3Yq1ifGDDlgyHhewujcd7mDx3g4tZyzu/6a3Mmn0IPY4uBz7wq5/icx+6zLDY4TWvehuFynj0s5/hUx/+Ddq2Y9QfcvLkCbSWmAifkhFb5+naFu86VJBclCzLZAdXtVhTYJUlak3QCk9HllkGgz4Hh/vM5wsuX7qKVjc5uHXAoq5QRjMYb7GsKibTOV3yswq+Q1twbUO7WNLPS+48dYpHX3yB6ARRCTHRVWPat0UJh/JBbHpC8GiVrc+wldOGUjJtT5Zzrl+7znK5wDlH0zYioI6sw6iMWcp591/zePhhOHny+O9/62/B93yPFJD/mz6sML+iHJwxriMyrbVpL5CMx3xMPH1NiIrOHcNXIaVy+eiSNUlACJuiWtRGFJuLxUJYRSk0yuOTUju58TroUsSrSSpImwRJ1mgUEswzD4HeYIMPfOoJJrOOL3r96zh3dpftrRKdRVwrxQOTYzJL4zpu3tzi8vVrZEVB0wlWHCMCu8SA904k+8nPO+qMoLRYeueR4WhIVIFooKoX1O0S73t4D03taaPDdR3NsmZWzWRpbw1HswkYOLFzUrIwuhabZ5LEGGF//0g66ihEBZVSzTrnsFoTOye2JmUQtkk0RJUxX06oli0RgYDy3ohstImKek0hy0yGRG66tWpVmyxZW6gkspKbSWWWYDSlVckLyIs3WbB4rWmDx9dLIVQQcQEy76nmyzT6S3BPXS9FD+NbVqCT1RodIzmacdGjl+V86tFHuOeOe1AoQm4kPlRFUfEqjYs+pQamm08fd3Fr2xMV06+RvpOPCVZwBCeeR1ppsUj3TrB1rQlYbh5NuMd7MJo2ODLn6YxH5xZtc67fuMVoOGIw6jEejzh9coeb+wdErwitBI/l1qB6JSjo8MyWC+bLiq5pJQMbI7k0ShGMIsszNoZDRhtDyn6Gza1oo3SBNhlBRequIVOwnC8JMdK4jqquhUapNDf25zygNHW9kMO3XbK5u8l4c4xfVADMFhU3Dm8RDZy/8xz3XLhAlllCDAIZqojRUQR3OoCJ6JUDhY/4kJEbze4oZ3p5wvxaw+SW4Zd+6iM8+/lrnNm9m3e//kvpmobHPvlJbl69DsEz7GcMdrexWY7vWtqmpm28IBNEGuepnUvwdSvbg7plejin6fUYlAXRd3gsIWici9Rdx2DQx7UNrvPM5nMUGhc8xooAt3UNk8WUxnWEakmIYHRk2BviXaSpF3TdgtFgxOmdDV68cYguejIoeCdQou2I0aOiIlMabzyxawl5iU8WLOL+LAzL2XzO9evXkjNwn846jM1xrsV5h0JcCdq6po3AD/2QdO4PPiiRz9/zPXD2LFgLL74Ib3ub3I+/+ZsyZXzHd8Cdd8J3fid88zfDN32TXON/6A/Bv/t30LbwNV8Djz/+O5/sb36zfK2//JclSvrqVfhrfw2+/dtl0vnmb4af+imBpb7ru+DLvgyyDP7m35TU0fFYoLT3vld+vj/xJ77w67/xjfDrv44VoaYwqCLy59qsK7Ie11YqWDl4pdCsMitcGt1WDrvEmBbigmFpndE2DZcuXqJeLhn2+2sar3eSz1sUxVpxebwDkYqvc6HXGhNFhBbAFTlaDfnA5z7L45de4Eve+Dpe/8pXMO7nOOcZjXtkWYFXSnI8rGW+WGKMFRiFBLXFVXdhbvu90/dPfOumbeVAzw0+BrxzbG1tUtcNN27OWC4qlsslNllVd51jUk8TFqrY3tlhvLlBULCsa7r5LH1thWtaifk1mrqqJfClLMnzHsuqwneezORkNuPatWtM5gvmTS1+WJMZeU9mEFWUDIYD8vxYrNnrlUQlC3EJv1FpKjw+jGXhHolKo7VkZCglf0crvEt1Js06sv/SdK2jcQ3zxXLtzNl1wkgpewOib9e7CqU0wXusMZLMp+D5yxcpCjGqzLKcpm2TSPB22+rVzy2wlahrRWmrYkqZM4aYWHU+hNRoqNT4xBSOplOs6Co0TLQAcm2LiHZFXTdaU1hL2zquXr/O9s4mo8GAnZ1ttLYcHk1pW4fVnqLIMT7ItTtUDNohrXP4zuObTrrYGDF5BkZT9HoMypIsNzjfUOQSNFX2e5Rlj7qrhBkXYf/wAG0Mi+USn9yE27ajrlph++RiT962DaPRgF6vxzLtnPCB3c0tbJmho2I5XzIYlWLvnkR0awdZbdA6ZbekezIog0MTW8/1WxXf89d/GkOf86fu5XX33Y0FPvnBDzKbTsm0ZpxlaERQh+tofaRuGpnMAqxywwXyDkTX4kMrDWrwTKZH1Dsjmq4jzOf45MrQVDWHR4fsbG9htGa2WJCXOb2ioJ9lVHXLvFrSTheEGNjY3KDpOlQIFEVGfzDAWCPRC20H1nByd5ubRzOaRNP2StMlSCWEgFMRrYzYO4mic0UJSmI+zWI546mnn07O2un+S9qjTGfkZGuRdNeKMJcPfUiKwGgkxWIykULhPTSNTB+vfe3xAf0//8/w5JNyuP/AD8h+BOD8efjf/3f4wR+EP/2n4c/9ud+5gKwe73mPFI3v/V74V/8K/vpflyLx1/6aFJDpFG7cgD/8h6VI/ON/DD/yI/AH/yB8wzfA298uP++zz8LLXiZfc2sL/vk/hx/+YWzwkaCD6DVcircNwo1eTRNyrcX1xbe6wYXhAt53xChLUBc8Rpn1k66VuLG88MJLPP3kk+xu79DLCuHsBzkcVgp4n4qV915sjtOiy2gtrJ62FXVlMNRNR1mW6K0tnj68xdWfeR8f/djDvPvNb+TOO05xWLcUeU7jHC9cuswnP/0pin7BYDCi66QQepdk+skTKSRITSkJE1oxnLxz5Lmk5nknCuHlsgIVmU4nHE0m9MoePkbyvKDzHYtljXOO3b1dev0BveEAW+QslgvqullPbXhJdyvKHnneJzOaros0sznXrl9nuaixecbli1d45qlnOJhNqXzHpK7RWO65/zwAuhwkHUCUixIoyoIYrSQsqmSCqU0qIEJ+Pd5DaUxQGC3/PkSFjwIHuESWsMZQFpkscxGTtsVyuS7EVSXWH2JoCKw9hOTHyrOcIs/X9gpksjBGi2JfKVH43l7I1wtxxB1BJZh0LSLUq2WlkD9MysEQ9rmwBbWR3BcpPmKXc2pvl3vvvofr1y8npbvHe4UPcoBnRc58WXHp8lWGgz7bmyM2NkY4F6jqbk0GqeoqLb4t5aCgc4EizylsTvQyNWojE5ZPEaada+g6z6AsGPb7DEdDUJGqrololsuaxWKxvl6cFxuTGALDMqNXFGlyTgeU6+iVJXWa0kajQWLdRULbcbi/D3FEbzAQiEUJ0yjG5BihM7HRD4DSVHXDxYuXmM0WbJ7c5Yvf8h6qecdTjz3FxeefgVCxmeXsDfu86Q1v4LWveQirFY9+9rP8/K/8KvMu4rQRGDq5GxOl+Gc2Z9AfUJZjirLHoMw4PDzg1tZ4Hf2LtnRemIgHB7cwmUSqLhZLdGaZqgXBB+pOkkdBkWUFJ/d2mS8qqkrcBsTQNVLVDZlFYC1TsD0ecXMyS6QhhYvClCREXPDEoEVSkHY0K1ajXIue5597nuvXrsp1nHaV1go03h8MKHtixupcR5dl+FUB0Rpe9zo5kH/yJyUyerGAj39cJorbH88+K39evQpPPy0TBcDf+3uyA/lLfwlOn/4vFw+Av//35fP/7t+Fn/gJ+Lf/VgrXV36lfLxt4d/8G/ijfxTuvx+KQorUr/6qnCPf9V3ybyeT46/53d8Np07BX/yLWOHsq2SIGNK4uQorka7HJTvpVfbEmibqOrzvIIlzvHfiLWNFGCiBQFAtl1y7coWtjU0G/T7WGFw4vqFilAwG74U6+wUHQ9KUaK2IKc0wek9wnq7zDMdbchDXDZ968TKPPPMCZ0/tsLe3ycbmFou64cmnn8a3NW9/6xtRSlPX8mI5H7AIprla/sfUTUdNGvflvG3bbq2H6OeiAXGd49TJE5w8cZKiKNg/2OfatWu0jVh2X7hwgdF4TH8wQOcZi6bmcDoRDnnbkhlLvajYHG8xm9XUVcNyNuHw8IDpdE5wcnF2wbFcLDg8PETlGcWozx27W6ig2RgLKWDRtvz6b3yU/cNlmhZ+Lx/+8IfI84LBoKDfF+x+RQk2RoSeRhtsZpKDrHgDBafwTjrGmJgQksSmicqiM0O7aDC+xeHlsPaBpmlkUg1BYLA1LxKyrGCxPBQbnCA3qwQOyc4oEiUUyxhUXMGlx52ysGQ0PkbUytk3XaerScd7l7I7ZHqMQdye035+XVTGvT4P3HcfJ06c4Nr1qyiVxK3GyM+jJXRMK7h+a5/N7TFlz2BNwWhjg84d0e/3KIqM6VRLsqVSZNpQGBj0ZSIgRLI8l11iEPy/7mqWS0/PwHg4ZDTaoOz1mM4ndN7jo+LWrX1CjCzrGu+ShbaSe6rI5QAu0sGkjWKxnOFDt4pfIcstzgs8GVHM50sR5e0E8l6R8q3TRIcGbTHWMD2a8NKlaxwsFpw9cyevfPWb5Lr6yEe4+PxF3LJl3Cvp5YaTmyP+zJ/8U7z73e8kzwyz2ZS3PfQq7jh7B/+v7/tB6s4h2XsB71tGg5KTJ0+ws7HFqD+gX4gD7GrEvXLtKovFHGssISqcl6bCuUYO5n6fxbISi6V0TQSExq6MpT8aMhgOMdbiXEvVSASxyjPaVsnki6QG5kmd3bZChZdpFXRcnWPi5hxJ8L4PqEyuq8uXL/Pcc8/JtKsNeYqnLrOcPM/I8yJlw4uwVWtNpzU8/yhcugRf+qUCD73vfQIv3br1X16K/24MrnSv/Vc/muYL/3/1b9/0JlnO/4N/AP/6X0uBsxYefVTgtr/1t+Dnf17gshUzbGsLqgr+zJ/BhtAlPUASnClwK5hA6bX9uncOWxQoJb7+OmWA+GSvvaLlKmVTlq5AXBC5deMm3nk2NzfRERGr6YymaWjbdg0zyEOKyso3q6njmjK8one2riXgWSznKPqMx5schCP6p88wm0z47OXrqBdfkmwININej4FRHE7mnNjaIks7AudkwjJrS4DV9MWa8eO8x3vPYrFgV2soi5T9rijLksFgzLVrNzg42CfLcs6dO8fVq9fYO3mC06fPCESTZ+wfHnI0mTCbTdFKU1VLXN3SLGoemz3J0eEM1wWIXcrDCOQ2l4Jmpas8cd/9UFhMr8DhyHUOWUyHRkG0hvPnz8t0BDRNzWw25+bNDpRPF7ZAZQrZ6/TKkrIsUMmipG0ddd0SOiE2ZL0CW0rRIArDpzcoUcZiXI3zrdi4eKiqpfiaIey8VQExJmM2vcG5c+dk99V2hLbDRNE+dE7ghRX0tqY+rjUd4iRqjXjy+LhiwdyuWkcS4hKMqJXCIYJYjFxbPkSGvR672zu8/IEH2L+1T/CBfq+Hq6s1rbxVCrTkn1RtLXYzpWFv9ySZzen3+9RVRZFnlEXGfD5P9G/peouih7VWzPwgvZ6aUDeYGNnb3JCo2qLEZiV11yUIT+6t6WyO857WdQK9KZUsKaAsS7Y2NkQfoTVlWTKbL+m6bn0maGtSoQ74GNDWEgNMJ3P6PpKVuTgORyFKtK3n0tXLeCIX7rmPV5/Y4/r1W/z6b3yMa7f2Cb7FEihNh19W9LIN/sjv+x9466tfjZtOmVcLppMj6mXDK+69h/d+2Zfwc7/4iww3N+kP+tjcMhoUDIse4/6AYW/EeNgjLyVOQUfH/uEhly9fTkJRhTa5BFaVhizvMR6PxQPLOfAhWQXJVFAUJXsnTmKMZnI0oVouWdSVJHwO+mRZYgxGgS7XpBmtpOkIohtSKPASZaHQQrJBEiolfjvwwgsvArC5sUGZLIukSRDq/5oSiHi0ZQnFAGQK+YZvgI99DD76UXjlK+VQ/r7v++0HvvfwxBPwxV8M73//f7E2/P/0eP3rpZi8//2yX1k93vlOuPdegb++5EtkavnJn5SP/Zk/I1PKt30bViiOrCMaSQtKOVRl77EyvFsdDtYK3td1AsHEmKzKdMKutUZpofsuFgsOb92izK28IEGEN5kVg0BtrbCBvCzbQnBrDUiWokRtJkEnIQQG/QFNc0jdLAVCWXg2N89QNCXLWJP1hwxQdK3wsZ0LkBUEHXjh8g3uOHeWcXpR2+DIokmdrEJp4XvHGLEqccWT+3BZlkSV2BXeo9D0CoNzDZ2rsZlmZ3cT5zyDfsnOzjZFv2C+X9E6x639Ay5efIlbN25QFjlNXUHQZNpgydjb3iLLC8rkqbOCl/q9PoNBiTJwND1MKXZwOJ+i6TBRKLu9QZ9iY5vtnS0u3H0PAG94/evSHkYcTa2VlLumrpkv5gyHo9TBg08Tn0Yl08eZTBRGMd7aoDcaEENgMV8wmUzwMdDLcyZKoRonC9noUUbjoiNqtcaHD46OuOOeezl94gT2cIEznode+zr6ec5hVdH6gMpTwl8w4qfmRfkr11YQHYhWoASCU1EsvU12WwFBiojJ02uq1Hq/EVCoqDl74gSbvZwLd5zlAx/8IJevHfDqh+6hDrL8DD4STGLmWTmRbx3OyIp9lCnZ2dBCDLFi5mhtLjsW7ymKUlxoXRR4VEmOiUNYb72yoDQZubHyuuclDljWM5ZNRRfgYDKRpXmUyU7EdEYgXmAwzDl96iS7uyeYLS9hdIZrHKFt6fWEfReR/BEfNBGJ743BUSfKsvcBlRmMyagXCx59+jnuuPt+ztx5gYuXr/CJX/41rl+/JorwCHlbUWrDdq/HeFRw17k7mFy8xIfe937xY4qRpqrIej10WfCGV7yMcyd3wVry0oIKzKcTmnmFCjDqDxiNNrB5QdMtOZrcFP9snSiySqW4aI/XOY2vyPu5/G4xglHozKy1Y1mRkWWWumpoqoYoXuM4LxqmJgTmtSNHEXybfPw8UWf4oFAqZXyESPQCXRFkUlZK9kQoxXwuvntnz5zBZnZ9VhJZT8s67Y5v9/9bs7A+9CH4xm+UHcPlyzJ93HmnFJPf6fHd3y3L9B/7sd++xP5v9fiJn4Cv+zopDv/n/3n8/q0t+At/Af7ZP4NPfhL+6T+Fc+fkY5cuwc/+LHzLt2AlJ1gon16FtSZgtYsIXiaL27WUq+4PhIvvBTwVe2Ml4po8z4lErly5Qtu2DIcDQnDrOMumFUdQlFBIV5h28DL9dG0rXVwmkZm9siTEyM7ODvP5XBbORSE5613H5uYmXXuTTmv6/T4uN9R1g7FyELUucOtoyo0b+wzOCFVONB8AEZ0JNp5IWLcJIVO3m1TPLi1arRUmVRYsp0+dlOXaYkmR5zzwwP0S0tR1zGZTZtM5L73wPLPplDvvuIM77zjH5sYGw96QzGSSE4+hC2Kn4LyYoPV6PQ6ODqmXS5q2FlsPpXBtR24sKh67dfr052w6oSh7wJiyzJObtcAZeW4pclnA2pQLvxIiZun5N0axsbfLyb1dKudp6iVd20IncaInzpygLDNuXL8pvmLh2GRTpaKrV/TtZIp46uydlBtjfuWDH+Yb3vkehmdP8rY3v4ZnfuNhJvUSD6IZUYqoJeVSRF7Jey1dfAJtHhM9fHBrWBUSHh0N0QnlPKYC0nmH0Zazp05T2owTW1uMxyOcd0ymU6zNKMuCqmoFzvAer1xqhsRo8dbhAdaIpmRnY5te2SME2QNtbW7SNQ113aKNTABlnqfOV4kVDrLjaLqKoshwraNtG+ZNzWQ6wxjLvF5ycCjWN2iZ7omib7F5Rtd1nDixy2DQQ2tDrz+gLJY0VS2NWTq0lJYufhUnGxHbcJvuqy46TFEQjeOJp5+lw/DSpUt88pHPsqwblIJca0zbspXn3HPmTs5t7bLd65EpMU69/NTzXHr6OYHNUjZHXvQZbm7Q29rkjr0dbL9Hr1cQcFQbYxbzGV3TAgk+NVA3nqZpcQQxHkUTnPiAORAY12iKFPLm245IxFidwvhM8jJbMpvOqOqaEJGdRJYDiqbpiCzJOkPwkUXVcuXKDfpbu9heP0Hxcu/hOwgC8YU1pC+7khACeVGk3WKiw7MiC6nbuClx/a7VvwVkGf4DP3B8kJ4//4WH+cc+9oWw1Pd/v7ytHrd/7I1v5L/4+K1f6/Z9ybd8i7yBTEDvec/xx/7iX5Q/H3kEfvqnv/BrXr78hV/zrruwK4x4fWiGmCwixAbCr7zkQXDHEKjrWnJySUyilAFirSxBJS3Oc+3qVW7evMlotCnmaC4mtoNjnQ6mVEq/kuzqiHwPHzw2s4zGIyaTCYPBEFI05mg8Zj6XWNoQAvPZnKIs6A8GxKBpmopMi8V61zqxM+40TVPz7IsX2d3YAGQHIjqDQLRGxlbM+pIR5ohPuwKNS3bI3jnapqHIM/Euck66lxAZbm4SlKKuK1CKZrmkms04e3KPB9/zRZzck9S51R6HCPR7wl9H/J2UgkVVce3mFaZTyTdeVgu0lYWe1pBZK6SFVZyrMmRKMzs6osgL4CTEQNO0eO8pMkMMoupdiTrlNVstrTUuJCGUEVv+vgJFRtTSDVLVEDs2VGDZtai2Zd52mAAmavrlgMPFXGCl6Fg2sms6eed5/vn3fz+ve/AVbG1scebCnQxP76AeNkzqJSHF1erkvbU230zwVUzXHrDebQjcSGKwJffeEHBaE1fL9BXTr3Ps7e1wdu8kYX7EyZ0dCT2LkcPpFB8jZVmC0tR1s2YrhRgkOc5a5lXNtVsHgCF0gd2dHbHJyKzoW5ITq0sBbavl+YoMAIm1GAx1K9kyddty48Z1OgXKWK7fuMlsNkcrkwR3kjGTZZmYjhJ52cvuBxWpm5pb+wec2NvjuaefgyiGlXIpWNqqXaMAQQVCkHjiiKwdmtBw1ExoAyzblhuTK6Jd0hIXWzQNrzh5mpedPstGllG4QOECAY/TUGJJNE1WsDPdkvliyfTaDa49n7N9co9777uH8daYohcpjEyp0+mSqm7AO+bLJVXT0XRynaoQ124UTsuOYzAckhUl+ICyQvrIiwxjj0kah4dHLBdL6rbF2Ixef4CPHucDrm6p2xRuFWBRS6LpM08+yYmz5xltyh5R7vmANTkBmaT1+jSQ72Fvg6QUar2PWb0npKYuputxpR/57/b48IePJ4PV4/u+D/7hP/zv9z1ve9gv8LgKKwquaDvEkdWvR7NVsEqWZevD+QucdtHJYFGxv7/Piy++SFHkovYmEKJJ1uYh0XINRVGKMCzRWYlij66jJs9yVAlN07JYLBBFt2c4GiWutdycddvgvaM/GK4puGhNbm3y0jHkoxHToyNuTWZcvSkqytanvYoyqLTXkEbimEJKjLhOJrOVnYuwwwQKWLolznvKskeWWRbLJcu65vDggO0dGe/vPHeOe+6+g83xBnmW4TpHFyIYYaZ0reQnu7Zl0Th8CNzcv0VVV+JN1Tmy3GJzme600fjYyIIyhSmpCLkxYondCa21bSra1qesJos2ctAZJfsG7/36NY1ak6EJwSWNi6cLLa6qWNy8yeyFS9x4+jnagxmhWuLqTqw/2jn4CtfvkRtFGSw9UzLa2eQVZ8/Dj/wk//7f/0cyrTh7Uora5NYB83rB4XTKvKnFTw2ZRFGSFre6mbUESwjDKqU1+lWHR6JP3jaFhBjSkl6M74iRQV5yanuPLELQmr2dbVl8a03TionnoG8pyNNeLNna+MTaUhofA7PZAk1SKnct21ub5N7iQyTDUJYlRYzJ5kSEg94HmqZeK5iXjegUsizn1v4+h5MZ+aDHrRs3uX7jOt5FlJVArBgjZa+XfMU6xuMx29tbjEYDyUl3Add0nNjd40kk6Q9kR2SsASRP3jsnRVZpXIhEDa3rWNYtGJmktdIo7dChI2tbXnfX3TywvUffR1TXYKJQWlf3hwky82ol6ES6isgR+K+eL7h6NOHKc8+zefIE5+6/m61TeyybJYtlR94rmMxmHM1nNN7TdU7yzFuHdw6lNLEwFGnHEEM8NrBCluLSlDqCUhweHnE0maK1YbyxIa4DjYSK+dQkK2OSo7Tl9N4JLl2+zpVLVzgVTzLe2ExU74i1GW1UKGUSU00xnU6YTidoLTsRSAUiyp9i4pGSEldU8WPd63+/xzvf+d/xi/9/ftgVXrd6CzFiE1TTNI1gwTGuGUiyJBSsdbmscZ0Tl1ctgSxaa6bTKU899RSua9nZ3kpVO9H5tAHV0TZNMsRTaSrx6+5YpSV8SNDYcDhkMV8IswTolSVNryc3exAufBOEQpvnOcYoQpS0MhcjWmlsllP0hrh5zZXEJlg0Na3S9GIuSmQnATBa6aTQZv3qi2eXgrqhyAsG/f56wau0iMRgFcjUsQpBKouCUydPkllD21a4roEgmc5tdFhtRF+S7Dd0pqkWDb1ejzwTPnlW5MRY0HVNCl+CvLQor2hqKRaf/NjHeFWwjMabiWX2Kj7x8U9I7sdyTrVYyC5BKzKdJfxYp4lGE41JsZgeogPXYRZT1K0J3QtX0EcT6DqKaCkIGDRtDCgaMqup44TOgC8te6fOYXZ3uXZNnud6OWfYy7l4+SUetxkPnb+Lqy/c4OrhIYumplMdRVGQaXNcGEgBOUholHOOPBaAdKARuUlNCuyB9E99IKhEnVMaozV3nzvPuNfHKkWbrjlrDVmWUzcN88WCvY0dtFE456lWRnhKXGG10Ykd5JnP52gCzge64OinfVXflpRFgc2M3Dc+rGHe1QFe1Q2H8zk2y5lMZ8xmM7nvFjP2D49oncPaPDk8BCkefXk7uHzAmVOnGI8GlGXB9f0ZKM21a9fp2o5+r7/ujpXS4igcFTqA7ZUQI13TraQNzKopddPhOoF4NRBURLuaB86e4/6dk5RNiwmRXK/5dALz+khUEjqmhB5HUKCQJERipNRi4zHrWuplwycf/hzv+aqv5OZsn8m8pvCRo9mMuutEp2Us2ogbLlGKlLIZZVlilSG4QL2sUESKsiDLCsmj94GjownXrt2gaVuKsoc2lsV8KUmhQc6BuBKRdh3b21vsnTxBvyzZP5pyQ0FucnqDEp1lomNpA1EZdNTMjubcuHVjneUeVmdDgr1WtHMxN5Wm5dgh+vjx7ne/bS1NUMrKZKOEkRg6x63DW/zxP/nNvPqeu7n+2GdR9Yw3vO0NnDx1GqMN9WzOtUuXeO6x5/j855/iFx59jFd92Vfwh/7wH2Mj12yUGUdXLvLopx/mkYcfpm1mnNjd5c5zZxn2+gz6fRZVJcFmCXnIszxRlRVlUbKYz1kuFzTNkvlizmIy4/OPPc3NZU3MC5Z1w3/4yMN8+WtfyaKqsHE1fkZZPKkgF0XoHKF1RB/ARUwpvkkkfjnJCE6FgDLSQWYmp11WPPfUk1SLGbu7u9jMoFRMAilZSKNT8lxUa099pTRarYRfkoDnvdht5LlFjy3z+Zy2kbCf3kAmihV80TQNi+WCoigI0ck+JioxI1QRrVpCdDhlmCwFWqnmS+iVYp7oxE5CErmcpCMq8VoiwRAhRpQO2Ch88eCkCy+KjK5r1zRkYzPRAETY2dygLAzBe+ZVJRG7q2jKpMZXaIm/NRKzOhr0iP2S2XwuGfRGooNNLPDBo3INQZSyEfldDm9d4ZknHqHoF9StAr6aD3/0owR/TMEWtEvRL3spedJgtMXmGTrLMFpTFoYTuaL6/GN0zz5H7iLjCLnSSV/h09Tp6CmImLWTgfeRpm25+puf42Zh+flPf4w/D2TBc27vDO3hEc+XV/nJD/0qRTTsHx1iezlnygFV9IgSmMSMM7jQgY4oZQiNNDomVQqzMvuMrJlYXmlMtCgfUNETouPUqZOc2NhC05FrRU1EFxZjoD/o4wPMFw1a55hMKMjOe3zVSkyxcaIlUUpovs5xOFvQukDjurRTyjBRkec5eSZ7OQn3Ec2UTzTlum6Y1S0hLLl56yZZstW5ev0GzkVs2ht2QTRMq31VWZbUVUWvLOn3x2jbZ1EfMV0s2NrZ4unPfBYTPDYXL6xhOWA2m+KdR2dZmqA6dGbwQTGbzZkvO9pWUAaHJyqPqlvuGe3x6p2z9BYtFsH4Q0w7z7UwFHQQarXYoEt2uMUSY4J1QiS4Djsa8Wf/6T/le7/zn3Lp0j5f8cf+AI8+8jl+7Wd+ma5qwSpaX8v+T0W0gSxZ4ajS0CvylKvRMJtOqboKpRTT+YzhcMh0NuPGwaE0eErTLRfMqgU48bozVpbtaHHhLYscm2cUBt7y2lfxk+//AE2/4PK1a5w7d5J+7unQ1FHho2M+OeJw/4C6rpP+aylQe2KFSquiZB+bZeQxP4ZUV4UrNUVaaaKRXV3EQXoOrTFYb7j39J1wNOfmCy+A77jrrjvZ3d2hGA1Aa4rgKLKcsrCMt4ec3trmnr2T5N0SHUTIOe4NOX/uPHQdTTVluVhw5fIVxqMhG+Mx1mSEosSUFqMNRVlKsF9wKAuDUQnKE3yLQtCmPDOURuO1oUv3mopy71lRn7Ju+1bLyTYJlHzCYY9jRmPymRKxYJ547ipC27Y89vnPc3hwwO7eLv3+EKWt0AqNxSQhotbS0WW9TIwVu3atKvbeC4tHsCW5WBHoJQTRGlR1LZqGfh/XtRR5wXQyZTqdipsrio2NjcSQEcM413W0TZsyJBKmOZmReln55WPEGciskQqNWttxxLREc51j6WWxnGUZWTKIrOsFMQVhNXWdXIw9o9GIwWAg3VlaxusVdgq3mQGuvKlYkxfKPGdzYwNtFG3TsKyWVE1L6Bq8i5hg1t2Q0RHfNnRtxXKRqMhdS17mDAablL0e/aRPsHoVq2ll76A0NrdsDProoyOe/+VfhudeYEQgi5ABhsS91x61zioWsE9H8Ucz6UBvGseDr3iQ+774HfCtf4P3vuuLeP3rX8PBZJ/Hn3iSjz/yKV5+1wM8d/ESD9z3AHfcdzdPv/Q8L128jDX6GIa8/aG1cPWVEn1BmlCNUmt3ZaGAruxZInecPsve7g7Be4yJoCRPe2O8gc0yxpub2KxgNpsBQrnU/Z50v3FB0zY41912eIoLddO2TGczqnpBngpIZvK1jsiYLAkmVwr9LulsIk2MQuU2mqDg+q2bOOcksTEGvBP/p43RAJsX7O7ssKyWxBjZ2tpiZ2cX7yLVoqKwObnJuHXzJr1kjwPgupZe2ZOUTiv5PpnNiJ2jdY7D2ZTauXWqKCGgnGeY5dx/9izGOfGHSrOJSlPN7dNhOiHTlSuFxmuBmWJE2GUxct8738y+hgMHj//iB3nhyc/z5ve+lz/wx/4kv/Tv/y+eefyztD2PySI2RjKtyfolZb9HryixpsB5mC+XHEwnLNslbdNy+dp12cOm3ZnoxpxE1yqFJaXnEQlBxKUml4lmdbhfOH8nD73iAT735LMoY7hx8yYn9sa00aBsxrKacf3aTarlgq7t1l5sxhhiMnz1KYLAeQnRi1FieFcHszGGMiVzruQJSqnkLiBJiXXT0teW+y5cYHFrn0uHN7hw7gRnLlzADkeEPEdpCFYTVMCqyLDMObO7Q324z7Of/RTjfo92sSDUFWWRceHOMwx692CM5uqVq7RNTV0txaxWRfLMCixstWSYqIzgHdiMASWh61hWS3zjkvOBp9OGYsUoSxo+Gzypa5BLYyUAE+vopJYWW9S1NsR1Hc614ltkpJBUdc3TTz7FjRs3OHHiBMPRGGXEEiCzeRIDetE1kBgznUA/Pmkt1vsWLXitjHjHhnr9fh+lFLf2D5jP5wx6PYo8Y0Fc48TRxbSfacm1XWdGxCCf08szXC0L+EVTk1WSOudDwHsrlMeYFrRZsqpPXAwfxXrFGsgzvZ6qpjPJBokhUje3yHPLeDQWU7cg7ryu6zBa0+/lYirpHApxmtVKaMwrSm2e9dYXWmYtreuYdgKhudXSPi3um7TvcF3DcjYVR99MdgL33HsXg9GYsigS20rw2TzLhT6dGYqyYDQYUgwLmhcv8emf+mn6V68zJGCUTw7/CdtFo4JKFlR6TTZZWV6DOFcZ7xgoy1e+96vhW/8G73r1G9kY9Rj2DBeff56tjTHPPvMsB0cTdu84Q5nnnD9zB0cHEw4Pp2DievkcgtDDY+SYy49MgyvKdZa6ojxRiTOjuHD2POdOnaJrxflVqyjeVVrRHw6JwGg8Zu/kCeZVhQuegrQ3G/bRROaLSNPKtR5jgoaUJrMG1wXquqVu6lT85XBS2tA2s6SCFyNK57r1BBu0mJUul3OUUgmOMeLkGlrKXsHGxoDcGEajPoN+yQsvPMc999zF6TvOsbm9y8HRjMnBEefuvMDzzzxN6FqK4ZAuSgGxiQRgtBSTzgmrzaG5cXjAsutoghcHiSBxz6rruOvMOcZaY1q/6ibTa6zWXCK1LhwJvlVJKxEjJkAXobYZhzj2g+exD/wq//znfxXtC8a55drFl/jcD/xL7rhwN7/vK7+KYab5xMMfBeWoTCCMe1itKMsBeVGS2Rw3rzmcTJlVFV6J1ieEIIe3iVg0ZrW3Iq5NNQMKHaWhVFqygIyRTt25Fte1vOHVr+LJJ5+hXdYsrOZadKLsH2xx6+Y+N27eoF4uMVGJbifPZGLXCmstRmtGo/GaPTqZHHHz5k2skYCp8WhMtrcLyBTV1A3D4YiyzOi8Z+FaTp29g3vO3EGzf5PaO87ceZYHX/N6RnunMb0+wSgIThJCtaEsCga9nHvuOA06MLvyEnZzyMmdHXbPnqMsc1CglbhGnDl9krIsmU6mONfQpIAr2YM6ui7I9JyQlBAlz2c4HOJbaWj6vZzGg+tW7YMQLqzWOQqTvKwiXeewuU43Z1hTAbVWgjdbTefEGmPVSc9nc5568klu3rjJiZN7jEYjEdjYVIkzu1Z46yQUcp1bO/e2qZt3TvIhbDJfZN3jynI0sxnDwZDOeZq2FlFbmWPT9wlVXAsaUVBV9bErq4bRaESRZUycPIEehY8KHyJVygj2VqioudFYf+zTRaKQSvyq0Pw6FwjOUdVLYgy4ztM0jqKUIKbhYJCmk5o8szjvOUyRtpm1ZJlhMBhgtE02FiTGVCGxsk1D17TUTUVIy1CfmFKu83Q+Mpku0sVZy0GlYLy9BcAd5y+w8htbdcOZtWR5gbKSOa1jRHlH/dINHv7xn2B47RpjJTivFHDwcWUbAsobsVxPF5HMpCkyNEbp0vOCxz72cXZf+XJOAi888Qwvf/Aemm7O9sYGzzz2NBoxX8wyg+9q2mrOztYmk8kEFzzaCEa8oko62W8SIJk5rhyUU24zkGnDcNBnb2ubM7t7qCApdEYbijxgLNLdb2xgC0XbOXZP7LGcXKNzITHBxIpejwdYo1jULXXdHGsHlEcrC1phrMZ5Uex37ZLZcpEEqAlu0zJRk553aZBkys9zYQkarfHBQVT0eiXDYY8804wHA06d2ONoJnqcu+++G5VbTFFwOLkKaVq99MIL9PKCfq+kcqI21lGJ+enq3gkBlGbZ1MyqJS5EcYz2YpipvGNoDKdGY4xLrmcqrEeNoI1QdeVyQK8hi0Q0SQWkU5G5tVxqa66HloUKdFVLUAXKwiQGQlaShcj8hed48p9/N+99+zt4+YkLHN66xrXFAden1+lvNShVMNrQtEdzbly9ydF0houBAIn1KT+jClHEoyppMNKSx+FRQSO8DNmFSfEQXVSMgc7VjId9Lpw7x+PPXyQrc1qruXL1CKXnNLWIZIeDAaPeUMgrCOzknCz7TZFTFAJdeu/pupZzZ86KqNU5mrrmxg3JqjdG9mOHhwdsbW6QlyUH05o/8s3fzO95z5dx9dlnufjcM4z7BafuOEdv2Ac8HQ4Va4garS2myOkNBgxjS1aWDPsZ2+M+W8OCTHuirzFZJkNzdPR6GTYzbGyP0REWC3EPXu+2M9FWSTOYSApZTq8siSMpdk5BbB2mWb32Ea2iCAmdSwFPidbqvQj6fPLC0qlz88HjG4dOitvgPIv5kscee4yjgwN29/YYjzfQNktKcrlJhIpwu0GiUBOVTtGQqYvWSc3pgxcu93o5Go8N8SIMh0NC9Ny6cZP9gwMGA7FHyTKL96vOwFBVFcHJ0nRjPE6wlmU+P0xFSQ5Ck+UE71hWNbHI5fC0hi7ZpSilJdPbpmAjJctW531arMlo2jSOjc0trJHQnxACVV2jIgyGfcGFY2BQ9snzTIqOW7nQygFTFCW5tTR1Tdu0VMsFTWL1CF1YMPq29dTOs38wXXc30+mcgGIykwlrtlgITpl2VAqweXKPdR1NW9NVFVenU+Yf+Q3KS1cYKyE72EQPjqlJ0CnsihX//TbOuw6rzyX1qJpRZnj4Z97Hu4HHP/8YWRZRo4yiN6CNAQN4HQihY3p0wHQ6YWdri0W1x+Vr19KXXgm1VuIsmQJkuS6TZvSBMkXnPuMOYIa8vcTv+vjR/+W3v+/9z//un/9/i8fP/m4f+OO/7T29IqezhlhXiDZY0cXAjVv7dF6un+Bk4sd5dPBsjMf0rYUu2fqoiEkAbnLAkx1lGkVUWF0AyfwoKo5U5MX5lOsamjwjqEx2ewQ8jQBiPsNrCEVGFxw/+dFf503n7mKcD7jTGvLlIVcnCz559CSFNRQqQ3vZtXiEti2REzIlKSXMwZhC7qTLiQKdGy1FOr3plCSotErQlif4jlMn93ji2ZdwTYcymqzooYImNxkndvbkWgvCbnPB0Sard5uJm3K1rKhVTYwwGAzplyVt07CYzuSwTneGBIEJ/X5//4BiNOSBBx/kjW99G3UInL33Ac4/8ACuqSCC6zwh1kQvbg3RZNheH53nFIMBQ5VjjCVTkdA2zI+OiKM+g/GQspcjYHnAZhloJYJIH+j1CrpOr5m3eV4SfCIIhNV9Jq+uNZoyL2h8oAgiSAbZeYXgsWfPnmNyNKWqxM/HGlHVBheJQfIyjMlF75FsAIpCFqqHhwc8/czTTCcTTp48wfb2tsj6rUAjNrGI1O2UOG3QWrxiXNvRtZ104cbQpAW5ZB+Icyd0ZMgi0IkTDtoYxuMxSmlefPFFDiYzMiMjJjGiosY1HqISy+cQyK1h0C/RNsMmFlnohAarjMHanKaqWFYtude4LBemTlSwbMS+PB3EQUO7mnS8JzMiLNzZ7qOzgrqeCz3UrbIBHH6+wPtAnhcUhewLXOtomlYKrZUschMVvvV4LyaTi7pmWS1p2o5qWVF1LXPvcMHQBsXlq0JJrl2HqpfoELDpVW6mE4q8xBlL1ApCpG1aOhVoK3FK1Zlm8cxT9C5dZAAoHxDFgULHZIoZE9c/ODT5GgOPagUlrXBwn8KAPJlyTC/LKf7KV7+Kz33qEV72qgd4qZrgixLfeByapqsxrSZXBbnO2d3aYf9oQtPUQpc0Yv2vVUxuvNJhKwVlZinzks3RFn/q1FfiO09oK1gJDb0o4wmdqLRVZLKY8Xe/49uZLg751Kcf4fNPPMcjD3+KL3nr67lw5w55ChZSWrrqqm6pqpq2dWtX5qZzrNxlV3sHDIlEQaL+mmOvN2TX5UNIC36SFUdAGej1ewyKEmsUo9GQ02dOMihLujby0qUbjLY2uHDf3dxx78s53J/xiYc/zWg05MlHPsOVJ5+lPxwwHI+plku6pmU6kxjcvOyxbFuB4aKibVqBSn3ANJIFMiz77G5scqo3QDsxWAyAidKVBiW7iRAjXsn0ESNoDFpuMeZaMVGBS4uKWzqwLAq81iiviCEtXVNORgQIWkR6yuDzgo9efp57bI+7bJ/TvW1e/ur7WPb6vHjpCh/5yK+TK4W1mqiFRGGNxui4Fv5GE1OGiMZYjbEKk2Bak3Z9xoo1idEF0ee4VkGh6FzL5nDIOCup5jUmy/E6oHNxoxZdj+Ql+RjRJqPQNqV7QnCB6XJKRGxmmrqmyaTwdLnsa/FyjWhtxGQTR6cNt5Zz/tev+b2cHG/SOcmXbzsIUc4ZUxQon8kKIET8IBCHNWawiW4MZagpM4PNInkeycsCW+QUZSnwVAsoi0k0aC1PPTYGurYR1tWyJriYWIPCBgvO0caA7zydDwStsLnFctu+UYOKAfv1X/8HuXbtOk8++SSPP/4oXVdjtSZ4gbNMgqKMEsX5is9+49oVnnn6KZq25cQJKR79QV8mDpJt9qolUkg3qZXYDCgZK0HEVauM66peSgqisclXC75gc5cuQIU4u25ubmKM4cqVyyxmE1BgtF1DcauvE2Ikz0q2Nrfp2oCOclHrRA8MMR3ssUdTV3Q+4gnYqPAEgnL4qMQOxAjuSdLGCLSn6fVKyt6ApvOMii2sMUzmC2GNCcGKYX9IDIHpbIJdKqyWSSmqiPItbSvfQ+xSxPp9MptzNJ3QOEe1rOl8YBk9nS554dJVru0frJ/k2XzK9auXOX//gwDcunmDwWAERsuFkHBaFwOZ1fR7A0LX0HfH0cOrh1i/H7ciIeWGcButQD4nSD+yhrxEvUsMDPt9AO48dYZny6e4fvEK2c6ILjUOKjcsq4ZBf8SgL0KxzBi2t7e4dOmSCCVX0aLeo2MkQ9EfjsgzTT8vKIsSQiBTAZRDWSVswkQICUpytVW65nwImCwj+ECvLNnaEAfjLrm6mpS2GYKXCOdkD2KMEyg2QttJ4a8TFZ0IvuuEohliCkNL0xpxrZVSCmwU/y5rDHlZkJWWqECbyIndbU6dOinZHc7RdZ5+v0d/0JcisbnJU8+8RFSa0HluXb7GqNdHKSMQpvfiqOA1MUDdVokdJ47Kg16fsFhgtWI4GLKxucHpk6dQzhMnc1T6+cNq/6SS352SHRgJmtNE0R9FTa0s14PnYrNkZjUuL/BK2Fir6TUBEOkyFaq4BJsFjNYEY7nqhMW4VxqK+YJ3v/e9fPDDn+Tn3vcLZLmll+dYpdCZOEVnKQHTaFloK63SRGAxViUXCyuQrTVYq8GIurx1HW3ImdQ1VgtxJh/1mBxMyZuOzhqUT6BOFCGqmE6mSXsF4SkRUUtTKJEEzonZ67KuEmtTodeu1IGiV+JMR9RwZrzHW9/yNgAyrSHTaw1S27XoqNNOx5APxsQsp+iPKXrb6MvXuPziSyy6il6mKUqDLnuYvMTHjBAs3gRZvGtNVmTSgHmHwdILOb5tKTQsl4cYoxN93AmJqZHpZFUDYoeQbhJV3Kaz1RZZxh1nz3D65AnuuesCjz32OM8881SKfBSvH9DJnlvOk+vXrnLx0iXKXo+9vT16vZ7w+FMsp1TbVEDSAnwFb7gg4rW2FSPFPM8FJjNGRH9GKoVaw14IHpuycZValxSMkUjaEydOcpQJE2w5r6kWCzSSgW114HB6xGj8AOPhNkYXXLsmmGSWFeigUUGsNPJ+SV7kdE1L4x1tAN+KoWLdRQiSaVEYIxy06Mlyi1Yls0XFvOoISqJ+67qWIpguuF6uWCwqirwks5osM5R5IVNObvHeJVpgSkX0isWyZTKZUTnHdLmkqlpciCyD46Ca86lHn6DlGGryzvOhX/0Av3drB4DJ4S0Wizl5rwdK/Ml6ZZ8yy+mPe4yHI2zTMN7Z5uKqgNy2FNVKrfcbpCnDp7+vX9UYCSLtS79rEqPe9qq/9PgTXDh/gWeeeIytjTGFzjhopuQ2YzKd0yv6DMo+2ADB0y9KCmupF3NUCPR6JdujEaP+iNFgyHDQQ0X5PGKgWi5pqxllWTJvO1RYUThFX+R9pMiEVdfr9VDGUtcNy9mMna0NMnNcGFexpTptjDVQ5vmxuFEp8kIMFdu2o6orcXVtDW3X0QZRP3ferQt2tlKlA1YZCptRFDnKBNCRYlBwcnuHve1t8iyjSzkih4eHDMa7lP0Bmzu7zJYNtw4nnDx9hstPPUNYNJgixxhNmxbIKoqNhzaGJhFThH5t2NvZZXd7h5gcCExmUL6jaxp0cOnalYPTp8NSbPRT5DWSGx8jRO/plOKm63jJdRzlOfXKDiisXAAQUaeEt7BiRa37QZW0PsZQG7jcdnTLmsF8ySte/iBxWdB9w4If+LEfYt40bI03yXxHCAqsuGhLR6xBy4QSVEzGrJINkyWij0YR20Cla3I85QxOZzsY7zg4nDDqFxwsNHXoyIJMVxYl8QEppVAh3mLHkbZQFqU4LyPmrCpXWKU5mhwJ10DrxFqUHayxltZ55r7j933ZV7A53KBetsn9WUg02mh6RhoXH0Rb1gTwMccWJRsXdtg8/zLufmgm9/jskHZ6KOmLxgIWrQrIQWUFIbPYwZCu69C+JZiM6KGrpqgQCE2DLgoW8zlEh0HRth4fnOwjM0usJVfJJMNTyXIBW9eVHBIxsrOzy+tf9wbG4w0+9rGPUdcVZdmTStt2ZNYyPZpy/do1trc2KcseRVkkZopUe9F0yNHhg18fI4nMI5qBGJNFihcLeAUmBrQ59psKXrpfnR2/AFJMhA0mPHuhkg4GfQb9syjgiUefYrmsGQ1GxACHswnBB0b9EUZn3HvPy9jc2eY//waU5ZBMB3RUWKUocqmqmVEonwl7xQdaH9CpgrogCzyjlDB8qorJfIG1hi4EukBiaoklilHCQ++XsvQ0zMgyQ78nWRDGGJTR2MwmTNKJhX4XOZzIIm/WOq4dHuKCMCsWXcfnn3yGqmkxJlsXEKVhdnTE+3/mp4B/QplZlvWSEDx5r0e/7NErS0bjDQYDSX973Stfwace/iS+rjFlKa9VFKW9i5KKuDpepfdMSZRrBk6aRIjHbKwoz+nK2fja8y/wwNveBlGzPJpx5uQpbiym1HXDYllR1Q06CdK8kqXuRn8AXcfW9hbj0UgKRjlYZ693bcVyNpfvkVhBrmnpOk+WmHc+eOn6M9HhdE2DyQXSKMuSQb9H5kISUEaiZz05G2vWO7fMGjovVu8B0Z3kmaHsSYiX6zrwIcUSi1lf23WgBXdX+nh3ZBLTC+/RVjPeHLKzu8Ow18dqA1GK9+Fkxv7RlJ0zd7N3+g56401eunbAom6ZLRqef/Z5RmWffq+gTvGwOk1QTVuhjWU4GLBYVrjOY/KCpq7JjEm7ATkOg3c07ZJSCUTThRTngBIhpRYx4mrlIUeoOBtPdOBK1zLLMrpEB08XkPhKRSHByMtzvJRXxPT1FCvTfwX4LGPSOD715JP88gd+DTeBcuH4e3/ur/J9P/nvef7SZXbHAyIR55PRYYiYKOw/nwxZxYgi5ccYsXtHaVzX0DUVTBre+Nq38OCJc9gQGC4Czz32FMNMU9m01QkCsa5et5g0PRFx6sizTOQIWUIRYqTfl7yVVVzBKgzNqxXlBAnNMgrykne/50sobU5wrVjIpyZmFaUhOSMGY3sCmRaSHb9I8K7OCjbO3MGOvoPYNri2pm2W+K4hRo+2oH2kdR293gYxd7imIiiP9xn1rCX6GqdLmlYR7YDQLeVz0vXsnBPSkNJEdVxAirIU8WpchUYhHedgMOLlL3+Q7a1tHv7UJ9nfFzVxCBLZeuvmLTY3NxkO+7SdX3tfrVTqx5nWx3jT6kaMQQqHMYYiL4QOnKi7bWgpe2XqYtMLlUaNdSYEMhUF/Jqea62RRDjf8ewzz3D5yhX65UhgLNfStR2ZEW+isuhz+swdPPiaV8J3QNV29Ec98iwX/rmJ6NwSgkF1COad2GLBRyICBXVdK90Y4l01r5Y0TY2LEWVzcputb1SrpZNZ1KKpaeoWrSKbGyOmS5lIvA/YXBZik8kBdd0Qo6aqGo4mM24tloQsZzpfMJ0uuXFwhPOeXn/AygorKoVWiswqpgf7cnBfvcx4Y5sqqZ+j91SLJUdHE2bTA+YHh7zx3nuYHh1ilVo/9z7h3EpJ3viKxBnicQcp54RatQZy00X5yNpkLo36xgdmR0fccf48L129xO65C4RnnxA4b75g2JsTy2NevLKGU3t7nNzdIbMW5x29rEeRl7RNy3I2o8wtrXNkeZ4WgXky4MzTTY/s0sxKwwTRB/IsJy8KylKU/k27pN8rRdyVvKAU0qGvaa6I865OY75EHxjyzEJuiEUhguIgOo7OdXSdw98WRORT7gkhEDuHtZpTp3bZ2d0gMwIRhwR/LeuaW4cTRpvb3HHhbrZPn8JkPW7eeJaqbphOZty8eYsLwzGta7BFBlHTVUsR9SpD13XUy4WQVozQieVn9OjcoEzSIgTRp3TO02DTPSsiV6MVOqjEuovr6T/EyALNNddyywRqm1h6QdTYQSeFdtpXHWMGMqGuScG3fUglyKzOxXvtX/7Yj/En/vCf4vFPPkx97Qzf9i1/mb/zz76HixcvMhr1CVqyU1wU885VoF0XpBFZVDWdi7hOoJgsz2l8g5kc8jWvfT2v3zuFPpqBC7zrnpcxmy34kQ/+KnY8xJZlmqwDK4eOlSgUJV5rHQLprGDSlW5JJThNJwGhqLykMLRtC9qwcC0PvOnN3HPPvXJNGotTq/tHHiHGJFKXiUons1FrDFl/IPkyrmNZ1xDBoFFZj6zXZ1Qk53MvLNG6rtF5Tq4Vuq2JLhAHDa0zLA5vofobVIsKQifu4p2jjEh+TduitEQIOyXWOgDb2zssli3WxIDzXVqbCk21yDWnT5/gzW9+E48++igvvfQSnQ9U1RKT5WxtbSXPfA8hJkfMXHQMiRZ7PPNHSMtvCZ+STiQvSunYmha0KDnFwltGxODlxfAxoFxHjGBNgVIW55QsygyCB2vLbDLnmecuybGuIotmjg5QZsLP7/dGbO+cohz0OXXqLADj3ZM01URowNbQ02Kl4JDApdwqmk7jukB0KX0ytLTBEYJLHk3Qto3sX0yG1QJViAbGJt8mxbyqIUZZwtY1h8uafl6S2QwXgkAHWnNwdIhva5QLNC7QeEWj4ODWhJeuXaWqW8qsR9YvZbm1uuJUDsoRkRQ8HHz8Qx/hwde8lp29E9y8coWrXKFzkhde5n12BmPKwQDnI0ZF2Y2sgry04NwqxuPpYA1jqnRbhLVeQ7HCjOWid4klA5D3Ml568lEefNs7ePHKS9x1/jyjT3+Cg8WSxjuqrsbmhkGvJNMGnSmsVQQPvpMdUqYNbtnQNRL7i5GuODgn9jPphsttRkjxAiqzoIStZVAYo9jd2SA34GOHc150SrllRUhGS064R8KglAZjvaiuY0Qrh+scbVsRick6Q+jQ1hqCMYn2HXBR0fmOpnPQRJzvCK5l2O9x4sQOg36BVRqlWVPiu7ZjPltwOK155UMPcPLsacqtPeaN4zc/+SkeffwpJgcT4nxBpjUnxyNCdKnwKRbLJZkx1FVFVpbMl0s5+JzALoGwZghmBtpO9lGhC9QJ5osoUGZ9iGmpomRRoOwOw1FUXIuRpcnwUZOFKKababGdxpV0jazLRypC+tgGZV1clAQ6KYPKx0ymFf/4+/4Jf+wb/yDTFy7xa+//Zb7lT/0JvvcffS+z2RHNMDlkGyBBgUoFfFQcHBzw9vd8Md/49d9I03Q88plHeObxJ9h/7mnedc/L+bJ7XkF7MKfOCmpjGE0avvrVb6J2gX/30Q+ihkOCzaTrDo7oXSqQQi8JQJf82WIIaKPWDTRpSgkoCTFTOv2eghJYH2ktvOEtb2JYlJh6dZ+k5ENz/FxFIqHzieadlOw+JMW+okjRDzFE2lam3wZo6khZFLS+QwVLMBntomE0HIAe0OkWO1SML2xSFVfoFQWm69C+5uZzjzK/fhNT5MRg8J2ijZZQ9Lj//F2MN7fgh3+Sg4N9qmqOzbJkSFi3dC5CtCijKMuC83eeo98vyTPLpx/5NG3bsLW5SVmWMraniisUOaHghhDW1tKrqqy1SY2N4JXBBxaLBW3bpcW3KM2n06nkByOsLY1OuQpSLOQyEwgrhoS8K0XbLHnuuedpW1G0d60E8Zio6ZXC0e73h5w5fQYXVl5J8EO/+OP8/9VDAT2oAdr0lj5wubl5/HmJGNTWDZ95+JM88PKXsXvq9Fp1bLWmXi7QgxFDa+lZQ+Uc0WYi3Esd14r7v6Jprr2/EOX5esIkRcyy8lT7Qvt/gc8js+mM4eYmmxubGK3Y2tygKErGgyFmRe1O39vV4gfmlWfQ67OYTcltTpbiaZVfaaSF4RS8kvxrJ/kxbVMRdcRmYuCpUGirKdO0obSENO1tbrG1vY2c4rL0sMYSfAdGU5ZFst/R8psrITrUdctyMUOcYcu041DpsJSdQ6bAdbIv8G2Dip6N8ZDxeMigX5Ilmw2NKOhD8NR1w9XrN3EYLtx7P+OdPZ67dsh3fdd385Hf/E1sXtIr+6i25TPPPser7zrPzuaYajZdmzY614kSHnFt7rpOsOx0j7Zti6eji16onYlhVHUtxtj1ZClKdNaUbsnNUNQEbnlPnSnJTk+Xy6pLXz0H/NZr4Lblszp+7+/wSGmVXcO/+8DP8a1/4S+zMxxycnuTz33wYR775MM8Mb9Ca3OK3ArErRXaFhwczfjaP/AN/I1v+9vkxYCA4su++mtp51Me+Q8/we6LlwmTOVV/wKmv/nKaDi7/7K+wNan52je9gzzL+eHf+BDsbhK1RXlpHGNy2TWpwbo9odVG8e/TIYrDQHITDyn4asVcAiEkDIYj3vWWt6+1cWGF76/IBgmqX8GnIUTauqVq6/SKeEE7kkdblhUok2OVWavclbIUNlnwALktBHq2QhJpXUfeHzPagcP9fZa1Iwsdh5MFPmqWbcArjbMZd547x2tPnGA2mfD+9/8CXwUsqhkhdlirIjqzqBhF0NXWmExosFmeszHs89CDL2M2m/D8C88zHAxxrl0zlzRmLZDKshV8IHoHleiWIQrcZIyF2K0ZKcaaJCZ0zOdzYozYTLDUmDQAKzaNxOimOUnFdBHKwXbl8lVuXL8pLalSOCddjzYG7yJd5/Eu0usNKXtDEfQ9X5Fbz2c//Qn+w7/6Qc7tbbLdt2RKip9H3HpbF2i6QOsj3nfCAQd8hM75dOCJJoQk4FqFeVqT03ZtUlMLduicw3diVBl8OmjT4eF9oE0aj66DaC2Xrl9lfzLHhYBLNhllllOUOZmWjogJnOufQ0UvHkIxpfN5hWtqPveZT7Ozd4kz584K7KUts8mSuLnN9aefZXr9OkWyXlkVDZnABbAyt93uMlgKJLlyCIjpcxUSBbqi9a6OhxAEF55OJ+TjIfP5nNFwJMZz6cApizxBQxqbTqHYOTKt6OoqUSm9CFijLCzzzGK1FYGl9zSuA20l20FrfGjRKSHTGIONhr2TJyh6BSEERqMhWZ5z5vRpltMJKiUeGq3RGKLz6EKo4OIYIAe9SegLdcB1NYqAyop13vxKq9I1LU1d0TQ10TtJxhyUFLkUjqLIkWBAycGZzRdcv3VAOdzk3pc/yNn7HuCXfu03+Lvf8U+ousDW7mkRVIaA7ec41/LU9Zs8MOgxHgww1tBUywR1aBZVzajfly5ZHWenaERPYfNcpv4AbetZdi1aK/JUFGxM9jDJySEQ8SimIbBPpDE5MQrjy0clVkVKmsovLA4r5ku8bR+ijg/NLyge61kWnRdU8yV/5c//Jd79rrfzv/6lP8tr3vRa5o89RVGc5XPTK7gyo8CAztmfLfjar/t6/ubf+XYwBd6DN4roWl762KfIL99E1R37GwMufM1XM7j7AfoedN7jmf/8PvYOFvyBh95Krxjygx/5BdqtAUFJ8qHysq3RUfa4zoUUIexZuQwIPJ8SWVc7wSBhZvKbKRoCr3zwldxzx3lwKVL4uH6s32IqtCA7kbwQjy2jLW1b0zU1dd0QQk1mamzeF1KE0mkvqlExJPG2wmZCDpIwsQyFYtl58uEmIzLqG9eIXeBouqSImqpznDhzmte98pUUWcaP/tsf4dOf+MQ640drhbZgVRvEDK6QyurCEtc2hE444zazjAZ9XvPqVwOR2WxGnbjvK6+XKHtTeR50kqx5sQfRSqG8B5WgqWSVkmV5inat0vsieS6/mOwdlHSF6QVbLcislWdaa4GMbt3c5+ILL0m2Bmo9ocjhZuR2iTrtFcQG2nvJPaawvP6tb8d3DR98/8+B7WF0wBDoogLt0baliVPyXsTmJfs3GlQoBCPOHMpHlFHYLMO5QJcWyEqtHLYSFom/vQFLhmurrj4d0DES2kjTRs6ev598OODRF1/E66ShUYLRayO/k7h8pEPBZNI5pgvRpEM4RC+01K6jWixwaa+TmR793PKR9/08zdERRUrO81F0ICbtscz6Qk4lQQlElYa/1Uu0xsnX/8VkunnbsVDXFf0zezz11FNraq1MN6LxgJjYaPJ8FP1MqLzeMxgOqJdLIBBCssxOFU2+l+h58jyXZEQUyq4YforNzQ329/fJy5ygYDAYUPZ6VE3LqTOneXpyiFsdbFqRK4vVGu87iVa1GbZv8K5j5jq0imSZwQVPjB3RJxEbYvPvvECVbdvIdJWX9MqczCqKwpJnhsyKSWFVtcymM24eTrD9Hvfc/yDbF+7jNz7+CH/1r38b5XibYlTSdD4Fmik6NKYomXQVL9y8xYPnz9LPDUSxRq/rmq5tyKxl1OtRZNIx13UD2kgzgkQTqAgmy1h2jklbM7KlXFUhdSNK9gEOSa5cBE9tBMYxiR1JXKnsSdcq6ZpetR6/00MawOMKcvzvVJQFMNqwtbfLxz7+cRbf8R38yT/0h/n12PHA9i41FRerCcH02T+a8mVf/dX81b/xN9faoYBGh8i1jz3M/EO/yZbrWA76XPiqLyE/f57PfvCT3PeaV3HidQ8RtOL5//R+mhtHvGnvTsLbv5x/8ZH3s+j1pAFO7LSVcWgIUej3QeCkGMF1sgOzmewgxNU7snb2Bqrg+covfy8lihBv89pb1dTbU3HVbc/JipgUA1me0beWIkj4nHcSGUCnJCxOadqmJcuMDAYrPYs1RO/o2loMX7XCuZayX7CxucHs1hKdZWztnOLB17+Wzc1Nfv0Dv8L7fuanmewfsLE5Tte4oEpGZdhf+Nn38453vZ2dUzsElePwLI4kObBrW4gCeWyMx9x///18/vOf52h6tD70tDHHh4laLSxln7KCMmJIiHnSZISQjAWzTFIJ07XUNk1SlgpMsioI6jaMUCtF1DBfzLl14waXLl6WEJ5kV7AqIEaJq6/4S2mWVY1znn5vuHbLDBFaH3nzu76YUb/PR37+p7E2BfOoSHQOH2oefO1ZXvfWB4lqzH/80V/m+sUlmQWjarl4gngPiVBEJ6xUJiHfdbR1i0+c9VVxszaFcTmHd13y5nHEYHjb27+I4dZpDhZzeoMx9dGhQC5RsPJV9rIKArnI06cIyT9MKekO5CLMGQ2HnDx9iqIomC3mXHrxRZaLhjv39tjKC5LZfnqOpTjo9ArL4J4gLGTZubrDb4ex1tMGxz5VyX0/FRyxVHn1G17PBz7wgXXYjkA4x4UkM5a2bSSnPJlKaq2YTqdsjIbU1ZIQAkXZE2Gj1ii/6vxkqnVNl/Kok31FiFTLCptl9AYDgoJlXUliofecPHWaKxcvJh+4FRNLfOC00hR5Jq+xj6LfSEyUFcuGKIW9yHJQms75teu0sRZlRPxmM3GWznOhq7uuo207JpMZnXNsbG+hh1ucOHcnC6f4B9/53WS9EcpkMlmHQGYsRita73AhkA96XJ9NGVy9wh2bY3KjyRFXg43xmOWySkFTctD3yx46SAFqnRBM8ixnUdXkvcDB4T79zRLnAyYmF7jI+gppI9TB06pIDILvq9XFEiUtEr3yz7ttw7GaOFYXzG97qPWSPnH6CEYoxE4rzKjPZ598nN/8xEfJNkti6Lhvexcmgcf39/maP/B1/L1/9J3YosTFQNSWIsD1jz7MjV/5MBu+otKKvTe9kc1XvpLHH3maC/ffS1s3PP/o09z7mldhbcEn//W/5+Sk4j0n7qZ851fzPb/6syyyjGAsOi3VV/oeEhy+gupXSMzKNJV0Xa90I13XcvL8WV776tdAhxToePwcrYlD6blcVeSoWJ8bK78vl5x8xUhSJWPJtI/0geA6pssJWSaeW/1+P5F4GmnsEg3ZO8esaiAE9vZ2uOv3/B7C4oBHHvk8v/7Lv8TNK5cZDfoMTuxSdc26KdTGiAD74q19/uN//Em+5iu/glPnT+PLgjjomC8rOt9B68UfyGg2xiNOnD7BpetXCD5QFMeOl2IcaLFWVOYhykQQIiJQSrBV9DEtfZyIV0JERfHQ99FjU1cWfEDppGKPGqss0Tmmsxn7RxOu3xCNQ9el0Twi7bDSKAw6OXCu4LDFcol3Lf1SPKiIGtdFjFIEbXnoze+g6Pf44E//JLpz9ApN6M15w7texcaJk2TlgvFWw9u+6CF+7ic/hvUW762wP1RMLB2D09C0jrpa4l2HBkxmsRoZ/5QwXUIjqmofXHqDpom84rVv5s57Xs6NoxkYC+QJNhFDuNwKX1zfBiUBvHTp+d/hpkyPGzfhud/h4z/7n3/3f/Pf8NGGICaIlWP31J24LKOtF5JFkJcCZXpZgsaU49I0ElmsjFof5C7EdcdGcGsTzEiUvYWS9aVOtFnlFb28ZGtngxADbrnABbB5gckLjDWyZ0Gxd/Isna8T1KrlDEyNjrEGoyR3xHUtXWsgBDQZKgTqrqUJDSaZdzrnCckB2gVZcBttRFGtFL5tWbYtSkIq2NreIipFhWHj9HnIh3z0136D5y5fZ2PvjAS8dQ29QlwVjNIoLd5q9bRmOBjz7NV9SptxbmMoz6EcwVgrFvQmGkzqolcO0llr0kLYUWQGowoOrGHhGtAFzjtKZdHaY9KUt9SKhohXCh3lgNekQKUVBTqwFh6qJKg5Dp0TdbtSK1PO1SOdnOpYqgorynCA5I32Y//p/+IN2yfJ64YsRsY6491f8V7+zj/8B+iiR0BiHDSe6598mJu/8gF26oZ6kOH3TvH8S9cZ3lxw/ytfwfTWEc88/iQvf/1DPPupR9k9d4rXftPX85kf/r8whzPeunuO7h1fwff/2i+yLDQ+18Qg1karH1zcMlLkQMoe6doaRS4qeJP2ioDXitH2Fhub28RuZQcUElSfNFdKp+b5mJWl0hRoMiNZ706cOqTYyCSklThVa1QKFNOUpk/TtmlPkpNlUOTiGt25jqapadqGqqpxviYEx0d/7Vd4/OGPMZscUBY5Z06dxBaWqqlZujYNA6nBDA775ne+i498+EP8qx/9Ub7x9/8/uPvB+3B5xryRycD5QLtoKHp9cmvY2tigVxQsQy2hRKmziCEILXA9Lxw/Ygyi0kVucGNE6FMtKzEoDAFUTNxqi+vSslZB8JF5vaSpDphOZ8xncxrnk3U2aw72+vpTK+9QbnuRPbdu3eBwcoBWkSLLUqcdkqePwwV44ME3sj06wS/9zL+h2Nzni7/iS/j8Ey/xR/74X+f3fM1b+Wv/+9fw8odO8uzT57j2/AE2nED5Vl7EKLioc7IsDi30ez1aF+kCKdxGulbvHK5tEnVUGBZdFzh3xz089JrXsWhDyvOWA0DfBofJpKXSzy0X2R1nzoMKx4aVWqc1d1whEKCU0IuznKapOZpOeNUrXsa77ruPG7/5CU4MJdbTaoXVSixNlEqHlVrDRevs+tWLq1aduEAXPgrEFAh4pegiRCeJcG0n6u2u63DekWU5bSeZGk1bUeQW57xEuGaS5SBfW5EXGYv5HOda+r0Bqzhkaw04+WmszajqiiIXu5WVLqKqK1k9ei8TAZrxeIPLz7/IxniT2WLOfffezVNPfBaljUyKQFxN1OnrDAYDev0e5WzO0dERi+VSLElipFkuaKsKtF5DpD4pw3Mt9ijeO5aVoxdzxuMx49EmRom+pAoeXfTZPrFDNhpwdHQAeJqmwpo+udUo5dcTVUy2ODbLaJuGwcYmF2/cwirYyDJ8CLTzin6/T0RjdUbXtAJXQVqqqzVN1abfA6PoiASjcFFgKqIHPEFFOhTKR0pV0qT8LxvkQvApH10OvhUtfEUJT+/7nYaPL3j81v0JrG5ucage8Px8woVcwo9e9o638Of/0T9iNBjhozgdG6W4+fFHuP5LH2RQVyy0Yuudb+b0W9/OU7/6cT71n97Pq3//l2N7hle+4bU895nPE5qWS59/iofe9Rbe8Gf+IJ/4/h9lY1LxmrP38P98z+/hhz7yy1wPEU1GqwKqcfgUqds0LcZIIxuCeAtGYko5zdbq7cp1XLj3XtkFdzEVh+TdpRQquXvHGFglISpIMJ9KKE9EK5lu4+3Pjk7oTBA9XWEKlNb0+v11iJXzbi2QtdaS5SMGwzHbO+Bjiz+6xbPPPMXu3jYnT2wlVw6JftZGYzHrkDSrLJmy6LN33sV9r3kNoezx7370x7n2/EsMez18CDTO0frAomk4OjykaztyYxn2ByK0cWIqFmNI3kEB7ztCFDqpHOZBFklRvKO0Wl1EkaZthEETfTJYLDBaImidC9y6uc+LL1zkhede4uJLVzg6nBK9whrJYzfJaXUlLrM6WaikqryC1qzRXLt6lc98+mGaakFuJZCJJPjxDkJQuBDZu3CK3/dNX8s7fu9b+f4feh9/9I/8EyazjB/70d/gc5+5Tjlc8OZ33s/2zhY7O5vsbm2yPRoy7peMhz16haFXGk7sbbK7vcHGeECWCRaaZWKpvlwu6boWkyzGDYat7VN82Xu/lnK4CSYDZda7B62lGBgjB/pvgwDi8Zgc0z5B7DOkcASliVHTdpHFssUHTa8/5vLVG9z94IOYjRFV16bDP6Q4W4+PQfYiycfJE+XvpAIRw/HHgljChLT7EOO5xEZJF7n3Ym3fdELdVkaKYdM2hOBZZdH0kwVKDGLYlmWWummTZ5lN+zO1NtBcQQau68isZMw0dcPmeIN+r4dPSXJGSya2sTlFr0deltRtTVnk3H3+TjHjS1xlZUxyXRZCiLHCcCmKgt0Tu5w8c5K9U3tsbm8wGPTo93KInrZe0rVLgmuwOkiaX/CoGMjzjNNnzvDyV7yCu+6+i83NDcq+6FuUtpw4d4Z5u+DUmR0efPA+dPRYouS3Iw7YWWYY9Hvkec5yUWGNZmdnl3ndsr9o+Mgjj/Ls1atEk9Ere3RNy2oaEd2SIroO3zZiIxL9cYerFb1MkhcbE6gLzUQ5qhhoFGLRUtVkyyXUc6Jq6YynVR63epVvg/VWArx1g7cuEL9b4YB1241KMM7xUj0EcDrnQMOjhzc59/rX8Jf/0d9nvLVNDNAquVdufOoRrv/KB9leLqkK2Pqyt7P3mjdy+eoRd3/pu9h54AKf/NH/jD6c8dLnnqAoe7zyXW9lcfkGH/+Bf4/Rijd8y//E/kYPV+a85r4H+NNf9tVsLRyhaWVCjqvMJEdVVce73HTtN21LVTUcHB5xNSWgemN4w1vezHS5oHGOLsj9FZSINtf3U0z2M8kTUN22JlKsbKKMTLBRsWJFhhUKk2D73/qw1qKtxlpLXhRkRU5RFgyHA7Y3N3BNTVlk7J3YYWtng42tMWWvkFwo5xMKJK9Prg0GjR4N+tx1/i7ufuDl3JzP+Q8//hPUCxFXLRZzptMpk8MJ165dZT6d0NY1vaJgpfRdUTtTqUzVc7U4iusbUC4kyeeWxLkMozNQGq0srgssZhU3rh/w0otXuPjiFW5cP2Qxq/CdxyiDVVY41R6UF/GMQRbG4jwpuwfibYdsmkyM0Xz4wx/iUw9/gtxKwdGKRAH1uDbgwwwfL/Pc5Uf4o9/0Pfzdb/+P2AI8S7rO8y/+2c/SNpZTZ/qcv+ccmBZjItZoitySGQiuoV9mjIY9eqXkNltr2djaRtucxnmyosdwvMnGxg6jwSbGlHzpV3wVe2fPo4seXRTNRdO21HUlHbASew6Znm/v0OK6aYup745RA4YYLSFYYjTClkk3YwCUsdw8mnK0rNk8e466a9fLX0lMk2LhghSTLgiu76K8+eQoEIL4LPnV+6OXQvIFhSUVFC833eHRodhyJ0dTYySrIS9yNjc3ZC8WWdMlgw9rZXg/sYpCCJS9ck1CCCvaeIL7Br0edV1TLyuCl6km+ohWwmTJioLheCzeSG3F1uaIna1dmqZhtW+zViApaagTecNoolbkvZKtrS1OnzrNXXffxbk7z3D6zAlOnNjh5Mk9Tp7eY29vm5Mndjl7+hR333M3D7zsZdx9911sbW9Tlj3R6wAuRGyvx6Jr0Zmi6xZ80dvfwhtf82raao7vGlQytzOpWOZ5xvk7z3LXhQsAVMuOaHoMt0+zv2wwZZ8Y5XeNQOcdLgZMZsS3rSxlwl1516UdYi/LCb5D6UhvkIHpaHwD1ZId53h1OeBLT5zhzUXB6Zv7DKo5LjTrBnHl+3X8H+tz4L/m8bt+1qpJUppZ07B333381e/8Tnpbe7ROmE4FioPHHufKL3+A4XJClQV23/1Gtt/yBj7/2acJS0c3q7jwltdy+qGX8aF/+5+hDZy69zzLuuaVX/Yumv0Jn/7nP07Pab7oz34TBxbQGa+68wJ//ot/D9uNMKBIkgWfFNtZllEU5fqeWBnHim5NJuTecMhgMKKuGibLOYezKZPFgulywaxaMlsumS0WzOYLlnVF5/y6ERQBa9otxuQMfFujFhLE6NOSP64KiFICoecZNrMpawlsZn9LtntkcrhPDB1ZptGZJu/lQjYpJc6i7WqcF+2AOBoHITWd3tnlZS9/Odp33Hr2aS6+eBGzMeLoaEpoPNPJlGo5xXUt3pO6xeMuA2S5Kjfa6gJaFQ3SUlcyJWOUH8C5iHNSfMSKfEJV1XSdhyDcZ60ylPasSHCrq0sEh0JPC2FlJy3VOa6I6OlAlc4liI37dM6/+qF/wetf/xruvHAndSeOtNEcoFWFMof8xE/8LP/bt34fr3/Tq/n+f/l/cO6OnGru+Pa/9SP82i8+wm986EW+6Evv4+6X7XLjykWshq5paKuGalnRL3KClvhYg6GPQRV9bh7MmC8bsqxEF5oTu7uYCFevXOU9X/qVvPYNb+H6UUXR6xMiGJsxn8+pqyqdXWkJn+JwA7dPHfL0iP9QojwnbnqMq5svCZBiIOgoec/G8olPf5a7+31a7ykSnJaqVUpLTMw2VotutV72rSAKnzrMiDomSpAmEWS6WxlxHh0dcXh4SJFJtoJzHZkVaxBrZYEuUQCZZMOojKZpyJLo0hix6e+XvXSyKNE99HpIJotw74eDISEJvVaBYnVdsZwvmBweoXPFcDxmOptgjGY5m7K1ucHhzevra9ZYKxbmSpx9vTGyrNRQmEJoum3DoN9nczxM4VN+XXxMghWUMZS9vgQaZSnjPRVqn5TnmyfOcbOqeNl99+Lbhp3NPf7A7/9aPvfoP0SnLBilLMtFRZY5Tp8+zbKpeemlF5nOFhR5KQdN9BQbWzQBxnmB76BLEb+oSNM1QgRQGa5JrDd5RYWqbGQfabuOrG7ZUpq7+n3ODofc2R+wYSy50rxLneJSF/ixi8/wiKugkMIaE+X+mFRz+9I8ru7k3/I4hmOPMS75mda9KQInLpYz7r1wN9/7L3+AzZNn8D5NVSqy/9knuPjzv8x4MUP7ivz8HZx985u4vr/g5MmzZGXG5z7+MK958+tgOOSBL3oH2/dd4OMf+DBv/KK3c+oV9/LQn/o6Hvm3/5FPfN+P8Mb/5et5x//8DTz8vT/OThl58P4L/Gn75XzfR3+Np+oqSYdEQDoYDLDW4L3k9RgrjNI8y7GlaHL2Dw45PDjEn/A4LW4BoWkAvzaPtVp2bYNykBqoYzV8jBK14RLtP6ygYwTOX+1AjNZJxyVsT230CgxDKVhUS4y1dM7JNZ4kUC89/7zYOUWPsQatcmKMDMOQPC/E3aCZyRkcHQGPjTSUheb+e89xz52nWE7ewrKquHljn6Nbh+surmnmgntrw2Q2kzQwZcQGWCtWQS3ioSOHuQ8R71MQlRHBj1UCjU2Opuzv79M0Lb4VOqxXca3a1Eo4+SsXx+MnKrFjkonayjYlmuNs94giKi2HZUx8LhXo9TKeevpJvv3bv42/9/f/Adt7G9T+EFNcpJ7d5B/97R/jx378/XzrX/mL6Lzlx3/8Fzm4dsi3/tU/zDf9ya/k2/7aD/OD3/8LvO6t59k6Zdk9d4IbT1/DuRZlNMONTZSGulPM5ksuXr7KzaMZ+7M5y9qtmRK9vFgbvn3F7/39vPM97+Xm4YyRM8xuXiM4T7/ocePKNaLvEpqlxAlYGbEXURGFIWoDWqAfhXD2pTsRrvaqu9CyBEiMy0hQgdLmPPXiRe59y+tpyXDpufNBkyWCQdRKJrUVlXe9bzpuIHxcFWy5kFdJgU6l/w+BNnj6owEvPPckbV2R5X182xEy8b8il8x7Y1bMHmGoGSQmOIRIv98TmmSuwHqabolS4haNl9RBrUVfEfEoI4WzbWWZ7duayY3r9PKcmGlGm7tkN/axocLT0u9ZJqKrE3NPKzezQKJeFuIxI8uKhDtLcqYw/kDbbA3FaaXFXkaLjY7NM7I8gxhog0wEwTX4ENG9PlUX2Nw5ibUlvnXMqxYVPC+/cIYnX7iIVz1Mpph2FSf2Cp57/hlMLvHEZV6wWC5onThQL5vI1YNDNs+cpJt0dI0n7/fQqiOERnK524jJNUplhEYsL/CeQdOQNy33FEMeHO9yz3CTzegwRFRw4FtCVPTRPJjn/Om77uHvPPVZbmiDt5FgDCoabMr/Jq6l1etScfuO9LfvRI6Xx3FdS6QxqqolJ07t8L3/9Hs5ffoO2phYiVpx9PjTXH//B9icHWFjQ6sU/sUDXvy5j3DuS9+F2+jzmY99hpe9+iEuPneRZdtx14P38/Cv/QavfMOrufjic5jO8/K3vZGy9w088v3/J5//qffz5j/3xzj5updz+T/9FGcfup9XnDjDX3nbV/J3f+k/82w1pRgMxYqmLKibSpweVnSyBOPb5FfXL0o576x4aBV5QecDXnmB1LEUmRWm3eq5WNsoCWHBB782pE3re1Y+eIHVYt6DSpY2q/tfy9mgUmCeaxwmaoFsswghcP3yNWwUaAqVUh2Vx2U5Hsk6mS8kwM7j8NFhCbLU9gpuHt6iqWr2b+7z2BNPMFvMk1w/onWg7Q6Yzhc0KfbQO4/XnqCPaWarQgIKYTJa8kwq8HK+4PKlK1y6dInpdJ6qqwjVTDz2DZKjSChxK5sM4nGEqVp3ObdxOJQ67nPi8Z9isR0IXpPZIaOh55d+8ZdY1od813f/bfbumPOJT3yG/+Ov/ABPPH6Nf/jdf4Wf+amP8qEPfo7RaEhXV/zrf/Gz/I//01so+iWPPPIcLz1/iXvv2+SBh06xf+kWhB4GjQvw0tVrPPX8FS5dvkbdOLwy6LwkmhwXxDF3WVccHF4U7x5+BW9HvPq1b2K4YXFXLguDCHjxxefFCDBErM2S8FLJoraVMdnmGdZYRqOCXjkSj6dkC+O8ZzGfMp/PqJYzKcMBrFHpoINL167SKk3MM5rQYdI+yyuxTldRr1ys5edaY6urrsgLPLb+lGPce+XiGiNCrbSKxx5/lEG/ByFS5JK8mGXSYAStyXNLs6zpuo48eUy5rsNmOQSx+sgzm8RxyXQuz3FeXA36/R7j8SgZwXX4GMiLHB/Tct4annn6aX7w3/4If/Yv/gUG4w0yL2mYZa+PSVOOTXn3RZlhjMKFDpUalhVRwebH2efElUux/DXEiPfJRsUaoT1qhXdiO+FdwAVFExTZeId50/Lg2fP4Tibuiy+8wGOPfJa9zQ3mu0tuTWuW3tJ4z6XLV9naHBGJdAkWzKyla1oxfkTx4vWb2OC57/RpNjYMs3aBjgEdc5quxelIT1nqqqKcLxg2jj1bsDs+welTd7OnM0bagOtwscVHlxa4CQaNQoXeznv8kbse4F8+8zhXxyOyLiPqHK/BRIhGf0GRkN4jTbFpQj6eUn4LgLWeniN13XDm9Gl+8Pu/hzvvvosuivZIaZg8e5Er7/slxrMJrYn4O+5A98b4x5+h+tRneME67vzyL+a1b389LzzxPNPZkje8/U3cuH6JV7zhIQ6u3WA2mXDfq17Bo59+hAceegVv+JZvZHF0yPLaLW489TR50SPmORPXsZX1+atf+XV8xy/+B67EDp0ZjDI0lQiN14XPqnWsMQAh0tStpBoikHIAQtpj5DZLGSfif2W0SZIGOVd98Gn6UOt0TojS3PlAQHbMXgEq4nVcOwfHtG7Iipy818N1jjwXGyUTDdZBV7XCmlvX/GNo02hNlgsysDpbvQtYYxRNXbF/cMB4PGJ49jSD4ZC8LKiSf5PSkjUxny/Yn0y5dv0aTVvLMR88BhmTSAVkdYBrRAl+8+gWL770Ejeu3RR8WwFI6M7qifU+JouRsIbAVqh+eprWxWVVPKROHQttQlw5Gh2vnISxEglKjPdMZkBV3HNvj2LwFP/6X3+Uf/wdP8H05pL/7W99Ex/96Cf5yIc/xc72gBAVddvw0KvOc+Zswd0vK/jWv/KneeCBXZTu2Nj1nLywyROfvkS7iHzi05/lxas3aKPF2IKQ90W0hThZEiIhWV1rrQi+4/Gnn+Pjf+/befmDr+aP/NFvAhRlUfDoY49y69Z10RKYDGNzUJloKrRma2eL7c1dBuNNev0e1hqisrctLKUzidHhuoZqOePixReZHh0lCEq4+q0L/OanP83r7rqLq088ytCIArtTgUxJ1rTWK705qVNavSYrXrw/Ltip6BODXMiJmeWNZu5qrt+8Tr8nqYgmQWNaKfG0yixGiY2OtRZQ1MuKzGbk1iYlrpjZZXlGjMiSWGu88/SHJYpItVyS5zlZlqNQlGWPql4yOTwi+sjDn3yYX/mVD/H7/sev48zJbUwHoZnT7w8ZjkagtRSQPCPrFWTWkEWfqMYydWhr07UnYjyUHPwrrr4KQSjpWq+zb7ogeHnXdeio0HmfqAzD3dOYruPiS9eI/2/S/jPOrqs834CvtXY9fXpRr1ax5d6xDS5gbGOwDQZMC6EngYQkJIF/QkkglIRAAiFAQjcdAjY2uPcqW7Z6H400RdPbmVN3W+v9sPYZmSTv++UdfpKZ0Zl2zt7rafdz3SpmxfJ+JoZHmRkZpa+YZ/k527j/8eeYqDRQtkupLUecxAYU6rgEYUB3ZzenbzmderXB6NhJYuFxYPAElo7pzWfJ+RaWY3aJnGZCXGlQEpJspFjmFujP+WQBRwqIE6wkJtZm58rWKScvfY1TASNRoqmFAVsL3bxhxXq+N3yUaluR0LLwEnOdCq3SmdxLosjSntip4HFK5mseKpY+pmkETZb1L+Nb3/5PVq9ZQawgkeAKmDsyyNA9D1AoT4Nq0MxkWPeqq6hXFOMHDtGlExae282xRoP1r3kNBAHWbI2d//07Nly4Caunm/HJcbaddx5P3f8g57zsPMZ27yOXdSiPjXPsh79FLoZ0n76JuWaV5ReeQ+PYGJnJBdZ39jI+N4LtukTNkGajYXxhZGuFIFUtpV2UoBlQWawisAweRSVG5SQMAl6mEqk4MUZjorVkqTQqMUwsBSiVYt9p7WaZu7GF9lFotEoMFDWNNFEcG+fXChRyObOoKQWNWGGb7qZpvUuzrGilG/g6reotIbGltVQMGBWoxG5EMfVqne6uHqQlCYOYfKHAGtcnCkLq9Tr1Rp0oDvG8DI6fZWGhTK1eM9I/ZRj8SaLTIY0p46uVKtMTs0xNzjI3O2c2jYXEwkpLslNJhsk00hZJ+n6rnvB91yw1xjFCqKWo+JJrzZRbQoJooUHSIllqSIRRC8iYcmWUYpvHv339Pdx869kMHBvli5//JbpRZN26ItvOWsO/f/1XtLWVQEXUqw2WL8/xjvdczrI1ih/+7K/obMtQWYw5PjjHltMlW87p5+FHd3L/PbsQlo3l5EBBLEU6yJIGba7NRYBawvaBbSO0otRR4NjgQT772b/nmquuZf2GjezcucNUaErjOh6um6OQL9HW1kmpvRPPyQI2Kr3I4nSx7KX3YesJ0sIhV+hg3foMYydHmZoaxZJmS9VyHA4cPUZeG08UGSdYGKlgjMa2eIk99qmLdEll85JZzNKjdEs8YT4WaU1TKYLFOSzXgA8taaHiBOmb3qpAk81lU+FZWjVq0qVTk2yEgVHtFUoFdJIQRrFxp7MdNMZlrVRqMxVPkhg1VhiarBAzB5uYGOeqC8+nv6ebe393L299x2142CAcLCuhu7uXRq2C7/l4no2TySz5hYTN2BiiaVOFqHTeZjoW5rAz96vhFAlhp3sQ6c8TRUbqrjWu61ENFLmOXgIlyWZLfOQv/4psxuPv/u6jHD1wGJohnT0+2bYiG5b1MPLCPrKdPURhgLbNpnUYBqxavZLuzl6y2Ry26+FPT1NFIBwHz7XJyISoUUGVY0rYdISaDu3Q42UpOhauMj4siVCgQAnTfpSYWyhAIoWDUhAkIG0P0dOB3Lya9VdcwOKJKc67ZzvT9YBfz41SL9go7RBZ4Cx1DV5aZYj/dc20qg+9dKWZaqdWq9Pe0cZXv/avrF6zglCbysZRiurgcYZ/ex9tMzO4VkgsNHZ3N5n2Pk48/TRuAollY4WC+s4jHIl/w8Ybb2SgUmPvz59kbu8ett52HedcdD5P/vp+Vq5bg680L373JxS1JIpCck1NccsGZut1uvv6UEGMk89y/yMPcWRiFLfg41iSerNGHDQhMftdSkqUcWZf+hWjZshiedEM1zFyFtnyOUITJokhh0sJ0lrCAkmtTLImTHiwZErb4FRgNsh6szMjtBm+h6nYBFgSmRhAraBaa1CfqzAzv4Dl+FhhnfkgIi+tpXuuhWgxJmIpviQ9e5PEoKrsSCmK7e04wiKKQuLQlGFBo0mzXqfRaDA7O8v49DhaC+YXqzSbBuplaJ3GLCBBkc261OsBR44cYfzkGPVagIWVVgtyKXDopbCZDu9I3xcGOa3FkgLaLGWpU5z8NF5wKsS0rsM0q1etBwi0TpDSeHzMzY9zwcWb+cw/vYP16yVBbYZVq3p5022X8J2vPcXq1VvJ5m1jR1vXqLjO6Wes4AtfeB9r1rg0kjna2goMj9T4xMd+wcG9g/zqzr9lxZoiPSv7mG0quroKxpFMJK3jJPVFkGkllCDUqRZcopUJekmCY0MUVnn00QeZmppgdGTI9Pcdh5UrVtPb00/GzyGkQ6ygGWtI17hSDUE66E7nEen9KSzDNWoGIbblsnLVOqQjGB89hqU1wraRtsOBoUHW5fO4WmJrhUyBbXGK9TZoFm2cC1vKO1qbPa3DoNWGNJlLK2ONBdRURL2ZIDyHVNmA73pLgD/PM22kVkUcRTGW7RrSrrRwXYdGPUz94gOk0LiOSxgl6XzISs29BNV6Ddfz6ezqZnx83GxcOxadnR2MTU4igGuvuZr7Hn2UN7/tNrTlINwsjo4QQByF2K5RhUnbNoBFaZPEGLe2pYGvudZ061A0SgbAIH5Ih8lmkczMAoU2ChbHcWhUa7TlikSR4ptf/y+O7D9Md28Xhw4e49ihI7Rls+ggQIQhq/q6yTngWppIxUSRwvEzdLS3Mzc/i9LQ09tPox4wH9SoxAFOkhDOzrN67UpyDUVJQnciKdjgotFxjCReajFZqRDCSg8cLQUJAls71LQg6mynsGUrzsrlLH/VFXg9XdTDgMLLfGoVxauSiBPVKjsqATpreu2WtFNTJnOPC91SzL2kJvm9G1kv3dtBs0mxVOQ//+ubbN68ycxblSHw1kcnOX7PQxRnZ7GlEZrofJ6+iy5kfrFO/cAgbcKmnPHouvoiwj37EYdPcCi+k8033Yjvv5a9P7yDPd/7BbzF4qyrLsFH88x3bqdtoUybm6WSxLRvWsesDigUSviFAjPHh3n08Ye5/YVHaLS3gWW82BthgzgODSpdgo4lWhiEUasHHDUjZmfnTHsK00oWQpIgDdU7iRHSCDCQ1tKahFAqFXOYZ6blxChaGAozLUdLjUxMa1sqTTbFsGt0moQZtH+zGTM5W6YZa2YXA6SriGoLWG1F1Fw5lQebL6tah0laRdlWirhImVt2zi+A1qn5jsTSAhUlhHFEM44I4oiF8gKNepNao8783II5tDA+DJZl41geURgxcOQ4RweOUlmsINN9DtWKVrS8AdIo2IqcOlX0CLF0HJ1SXQAqZd23TKS0hlOLoCktlhTcaNpbSthozAA2aNaJ5SLv+5Pr+PO/fB179u7k6L4uNm7ME6pF3vH2S7njV89wbGCY3u4Sn/7H29jx9B7OO3cjN978MvKliCBpkPH7efSREf7hb3/I6MgiSaL4xe3P8acfezk3v+EKfvO7F5iequBYPkJJpI4NBhvM0o9QxDpOzxx7ydGwRS9GKTzbIQkbPPXEY+QyGZYtW05ndzeuV0BpCGKBJjFdJEumy0QqbaOcmkMI82SbNpKOiJVAY1o+ltD0960mCkImJoZwVYQQggaKiUYD4WXwlEIKhaeUkUunAghTHBhr2SWbsHS4brJyswDZGqpLDTGKChEVEqTtkLNtc0NYkjhpYitJIZ/HtiRJEtOsNyjkslRrdYQUFAo5ctncklrLS1VQURwThDGWbWgIrmuW85rNBq7joJKYeq2K69p4vk+tUgHL7OPs3L6dTaefxY5du3hxxwu85tWvpLFYJpOxqVXKiEaDepiQL2bAdkBirI1tY64TLwVsgZUyY05VacIkQkvwz8Tg1i2JlA5a2jgImo0QN1MgjBXf/+4PeOC3vyOb8ShkMyyMTRLMLrBp4wYS1SQKGnRmHC7cupGDoxMgPCIEtUaFoBmQz2bI5BxsX5BU6uTjBrpeYa1lcTEO55Sb5DBwRFsn6JZ8U2rkS3NgAQkWGQGx1kSxoOF6sLKP9ldfwYpLXo7o6KJSr9BsCoK5mKDWRIoGa2++jn2TJ3lLEDK991mORQ2kdEjSDXIbbWZcyiLtwJjjT5O2BlMkSJplN4MQ13H40r/9C1u3bjE7KMLCkVCbnGLg3vvwpibxZQLCphELko5llDZtZOjIEGG9TC1XoP+Ga+g+cxvHDwzTG5eZf3E3exoVtr39rWj1Gvb+9C4mDxyj/5ytHLz3tyR795OXFnWpaFu9mqlqle4tG6ks1pgaGOSZ7dv53tMPUm/PEUuR+qMrgmqDxJAusWwnpWOYtqfU6aEbhibYC5XOFgWukAYroxKCyDDcHNtGJJE5u5TGsSSuZWEJY+VrDnGx1Bo157lASTNPkcIBBM0wJI6NdNsSZslBRYpGENNUEAhJrr2NKAzoXdZPPj6Dw09MoHFAmtNYWJj5Xhwb8ZJtZiABENkWdqtf3cqqtIBYRwRxQD2oMzk9xWx5nmq1QrlcRimNl/EJE9M2adQDRqZPMjs9y/zCPGiDlTCSs/RC1a2KolW+mpNf6zSJk+lZpNOM7qXtUHFq60GkAyOB/l8zN60NYFDoJdg41XKV9RvzfOIzf85lr9jGzhde4MCeaQ7tOcKf/NkFdPQ6rN9Y4La3X87XPvcA73r7P/H+D76af/36u0HVaTZrCEvSqFl8/h//m1/+7Dlq5SZtnVmiyOUH37+Pq67bwrbz23nXu6/i7z/5A/xixnCESDdMSZd6dEsQIE8ZxKhTkuRavYnvazo72ujo7kanhNE4EdQbQVpSmiw2CiPiWJMvFdGkC5xxTDMITZtERQZzLU3rwPXzxtdat1otNr19KygvzhEFlfT5l1SiEBFHdHgeLsZdEQ0OCqlb2/DqVAARrfjRamulC1FLDR2IhaZGjM44S2owO23dacASZnenVqvhuS4SQbMZ4qTGT/l8jiQ2PjLtHW1UF6smQEsH4SocxyGIIvx0rmI7lgH/hSEqMPyrKDZb71EUUSoUOXjgAH2rVrNp/Tqefepprrj0UpIwoXdZL0laKTQqC4Ta3LiQWpjaDkoZ9pZIFyFF+u9monPKFx4psZRMX+8UeW9ZQAYLKM9Oke3s4ce//G8efvABCoU8oGgr5Bk6doSe7naEVDTrdaQj0FHIJZvX0tFe4KnDAzTD2EBGhaZOSE/eYYMNIopw81nWtJ/GGtvGVwFJEqSVsAn4CQlKgI0klAlSS4LIXBfCSajFsJjJ4F90AauuvpKZo0MsO+8CKo6gfGyIlStWU0kquJakWm3SaNZZv2UDZ73vD9jzuW/z9iDkXw8+Td0uoJIY5VjpM6NRkrRqbiWM6RmQnj0CCKIA1/f50pe/zCUXXYSKNQizA9WcnmfgnofJjEwhLMlsu0c0vUhpy2Z0sY09dz3Clle9jPiGy8h1FuncfBpRo0luw0pGT4ywLGljZu9xXvz+Dzn/HbfhF97CxPFxhh96kum7nmCZdgktQWHVcuYrFfqXLcPLZpBBwn0vPsT3H7+HGWkAtGDYa82gSRAEhhCd8vpEuhMjhSaxWveHojI/bzA3wsZ2zDWkY00URdSaBjrre4qwaZwFfdfH9xx820kDbqqObJ2brQ6EMNWjErCQKlwVmvb2dnLCR5stCmItaARNXNc2g3TPptiZp6eYp21tP3NHD1ObHqfdsdEiQWKDiDEIJseUqUB7WyeXXXo6thanPK4NPsN48NYbNWbnZxk5OUJ1sUqjXkcA2WwW2/Mp15qcHD3J9PQMtWotNTqx0El6E7WQzmlQQLd2Qvhfb0vqlTRMtIB+pP3k1ifp9Ou8VCt+KtCATtLoqzXl8hS33HoOH/34Gyi2K/7zP77H8PGERl3xwnNHOevsHt7w1rNI4iZvecvl3PHTZzmwf4IvfvbHXHbFX9Dd6+BnS+zfP8M3v3Y/jz16mCRWvO2dV/C2P7yG973niwwfVXznG4/wxa+v5FXXns4vf7aGI4dmyPp5g1Im9WeWhp0kUiSBTHk3SWx8WHzfZ9nyFaxZs4be3l4s22Vyeo7DR4awrIwhzQobsAiDiOX9vfT0dvHsc8+Szedoay/R2dFD1vPp7++jv7+Pnt4OVq5cwf33PcTPfvEb8sUuNJJEY5z33Az9y1YxMnQYJWLAIpKaShLTmfNJGg0aLZZXbAKiUYgocyEvIWNO+XKAIEYTab00jIsFiIyD5TimHSUM5FAnGs/zcW2bODIqIhXHGOIpJFGEn8kYa9JU7RXGEUiJ55mdivmFGRpBg/b2djo6O5iYmCCb9XCFgQ+S7m80ak3yuSyJFMY6WWkef/hhzrrwIg4dOcqjjz3BNa+8hloQ4eTySNtGWBZKJYSxTkkChsckLQtHJkuvo8FXaJAp9ltoWh1uQQLCIZvvIcGmXKkzP1fhxNAwQZJw+PEXefCRx+jsaCcJjSpGq5jmYpm+fAHiCKk1Yb2BBczOTrO6o4O5/l4e3ruPUFiUwpjNbSXOG51ms1+n1DTOnipuIOMoReuf8njXSqUWu+bAkUBs23hnn0nZyVA5OU3b6mVsveEaCuedhajC1DN72f31H3Pe33wA7eU58uJh1m5eR1Mr2lavoNBsMnpiBLuYZ/W73oT692/x9tpmvnXiAEFBoJSDq8wisHLEqft56aoR6fMriEJDs/3G1/+D8y84z+DrpcAR0Dw5y9ADD+EPjZLTEf5Zp+G8bBvTh8dYfd75DB85wch/30dJC9a++kpk1uXpn/2OTF1x5q3XcNzNMPyz++nDp7ZvkIPf+yWb3/pGEt/n8Ld/Tlu5QdNzyKxbxVR1kebEDNJ1yDfqbH/mWX74wF3MOCCzGRxpE6TJX6PZSOcGrVavSCVSRkiiWyITpShPTqPCCFnw0wmJsfc1XXqbKDLJR6FUxLcFrkhhtdqIgXRiJLzGriAFWUpBuVrn5MQEc+UyQtp0dLTT2VYw1Yw2GB1pmaXSOA4ROqG/p4Nszqct6xFVGwjhcNW1N3DX7bcTKtP2whIoWxBYkrpSCN8EznPPu5CRoSHs1OJgqacbRjGVSpWxsTEGTwwxPzcPSiOxyOWyZHM5RsYm2b//IHOzcwAkifnlwBA8jbrK9INbyalIo+cpoyndeshScDn19pKBevp5aYN/KWM5NXQ7NUgX0uwDaDXDxz/xZm5+y1mU2l1+9IP7mDzZzsL8DMcGxnjVqy7jxR0DvOb1m5F2yKplnbzpbS/jqUcG+acvvoOOHkGsfH75s1184bM/o16zkBZcc+3FfPrz7wExxhvfciWf+9RdPP/MYUZPzLJ6Yzfvfs/r+NMPfZlspgikarEUK2BhpX4o5vlWKGzbY83qZazfsIHOro5061QhLElnVwfW8VHq9SaOZ5DStrSJVcxll53P+977Jo4MjFBsL2E5gozn4doWi+UyhUKRRCmOHRvk9Te/mrvu/p3ZLrY8UmwRiYJCqZNSezdzc+NIIYhiRXshj5/NUm/UiQXGDCkOsVJFiUw/X4i0/dgKkhhpoUGdmGpLOhbSsU2bSSkc18L3XIhifM8jk/ERwkYlMZ7r0mjUsS2bTC5LeXERgCgyXjF+JgvCwvYkYxPjzExNseX00+gtdRszpEadMGjiORb1et0ELNvF832SyBg1FUtFI3mVFlOTM8hY0d/dy49/9HMuvvhCnEwHWc81Va5lkS8WaAZVGkGA61pGJCEA20rzGGl2QRJzA5lzUacVt43MejQjePSpXdz/8FPs3LOPymLZ3JyOQzaTI+O5+L5LPl/CcWzCRg0VhURRE2XlsLwsWgiq1So5v4AXx5y7oo/a8WF67RyXdfewyvdpS2L04pyp7AQoEpJ0omE4DalfDQZMChAqyCBodnXSc/P1rDvnQpJ6TNCoMTcxgRXB9v/4Id6Ro7iblzG45yCrzjgfr72NJAhpzC5wcn6B7v5uOvp6qC82qdmw/MZrsH4RcrK6yB0zw6hSiRgfqSQ6bnn6tP6kuaJQxFGCQvHFf/6iCR6YeYKFoDE+xcDvHsYfGaEgQrSMGRk5yVp9ERsuv5Lxo4PkinlWnbmFE7sPMNde4owLz6Ot1MXJ555hb1Tj9NteR5woxn76W1aSob73MHu//1NOf+31lJf3sDg9TW7NKuYShVMo0nXhMhaHRzlyfB/PDO+jfdMKmjOLzOmY2BHoWBMEAc1mM10EFCjZGm3rpYq/dZJZlmTs+AmeffJJXvHKV5oZiDbU6khpEqWp1gJ8z8Jty6dJY5ocK1LZr5l1aARBnDC7sMDJsUmmZueRjkWprURnZyeFXNbQqdMkQamEWJi9OB3H9HSWyBezRFFAsxZSzOQoLyzSsWw5Wy68iIHdz5PJuEg7A3aCspq4uQ4uPO8c+MZ3eeixxxgdHjGOqAYvAvVGg4mpKQaPDXJk4CiVat1YfkqHXLYAAna8sIujx44TthrBWpPEemlDWupWL9Nkpi/1pmsVEK3qQSzFit+LHi+NISz12dOHLGmsX1KzaEArmR6CC3zu8+/jNbdu5O677uPkyToH989wYE+Z9Rv7ueTSLbiZgMvP20ijhtm9CKv84fsu4l3vfznteY+xiQW+9E/38qtfPInQklxOEgaCA/sGmJyYprffRWuB47kkiSYKNc3GApdcuo5LLtnGjueGaCsW03mHqUBsAbEwA9hSqciqVato7+rGcRyUUjSbAdI2OzNaaPyMQ1d3J0eODCMsBy0tokSRcR1+8fO7OWPrei68+Hy++OWvMjQ8Rnt7B5/42z/nK//2NRrNgL/8iz/jL//8o3z5y5/nlVdfwZ13P0a+6KF1y5TTyAy7evpZXFwgThq40qY9V0RFMdqSeLZHJpNhdmbOWAcDYRihU9aYsTvVS3h5JQTassCSSAsc3zcOaELg2w6+56HiBEsY06YkNpwra4ljZWPbFmHQwPMcowJR0NXdR63eYPD4EAODxyhks5y5dSvtxRJBECCkJAhCPMclajbJeL7xNNeaXCZLtVJDaUWz0SSXzZLxfKZm5tm3ey/969bx4OOP8Ytf/py/+Ju/RCiFtu10WUuRyxdAGN8Ex7GQtrWE9TZwSwukSvv4aaWCQy7XwfO7j/KFf/kK+w4fRTkemUKOTKENV0rCWBEiSeohQb1OV5dLsa0DaUlc18XK+VSihEozwMvlWbthEz0Zj+FHH2O5Sti6bj3LpI+XBERxlSTdCnCFINYxjjAoG6M/M/sDibQJfZ9qqMh0dGB1dzF58AjL1q6na9NmwkgyvmsfuZzP/NwMyvE5+403ks28nuy6Lg7+6iEmntuNv3UZs0PTrN2yheKyLir1KmHUpNTXxvDgAZZtXEf+yku4Nqwx0qywo7aIytrEymyrS2VmLiIVUCAgjEMSpfj3r3+Na66+ijAKqM9O0ZhcoDm7wMzu/RTnamTsBK1DApHgFor4mXZGdh3l4B2/4+xbrqLrnE3k16/CzRV44a4HOf/G68kgOHTn3YRJyLlvv5VcpsCx239Bb3OR5sHD7BwaJ6rU6Vi3msDzkRJWblhDeXKCShxQ7/S55PorubLUzni5wsOPP8Pe48dRlkOz0SAKjeW2kOleRzolXgodrbNLK5Ig4Cc/vJ2uFatYt24NGd8z2KI4IQhjIGGhvIgtNCKfI2tbS5U7lplxVKpVxsYnGJ+epVZvooVZYs4X8ymXzTfqRMzwW6PTKt44SnZ1dOJ4DkkSk3MdwjAgCAK0ECw2A86+5FIECZMT4yyUF5hZWKBcq9O5fDnHx8cAqIcBPSuXY5MOnpvNJtOzsxwbGOTAwYNUqhVcP4vnZbBth+HRcQ4dOcLCYhmBQKgEZfCbqYNba6CdqijSc990hkW6dt/K0gAtl3TGSIw6Sb80NKReBL8v0TAzkdYXEdCy0bS0DTIBDV1tGXSzzFVXn8uRgRkqlQO88Nww61efSbU2wevf9ErWrMsRNA18LU5isp4EGfHMs2X+7v/dzvGDwziWz1veeRXX3nAhf/yBf+X4sWk+8w8/Z+PmPr7zjUeRWrFhy3KWLWvDYg7NDB/445t574ufI4pzWHaWJA5RSR3hWPT29rJ8xXLa29uxUq/2XC6H7dgEYcDCQplGs2E2oB2XFcv7OXz4CFHTJrYUbe0ldBKCEnztaz/mjLO2Uir5PP/cDmw7z5WXX8Ill1zKxz/+ad7/gXdxwQUX8vOf38Vtb3kdv7nrHqTqWMKdJIASEtfLUWrrZmZqhKxjkXMtwkZAYkHWz5DJ5rAWKwgEmWwWiKjXG0RJYrZoDdsGMCYzUoLrmm1a1/WwpMB3LGzLEII9zzXqHylxbONt4TkZVBJTbVaRriYOoxRRE+NnBUPjY+zesx8pLDZv3ERHW57+FT2EtRqO7VAuV8jmcpSKOcpzc5TyeaI4YXp2BkuawSvpLkvUiPAcw9wqz82y+fTTKWU8dj77LPf95i5uecPrqUWR8WaJIsi45Ept1Bo1088XVmogZKbmKp0BCWlaY0K7+KVu7rjnET72iS+QKIt8x0oSTMKhtPEOsQlBQCRMRj48OU21HnD66hVkO9qohlXcbIFNZ5/NuZdfyWnbtrHr27djL0K/iNEygWgehQRbYCWnRAu2MIu5oTa7VQ3XJfGzWM2Ele+8iWpnP/NDM6y9/FJGH3mC40/tZPG7d7DydVcwffgYo7MzXPC+t3NieJzu07poRDELEwu0d3Sy6z9/yIV/cit+0SFcnEeWihBFTA6Okm8rcfall/L8g4+x9sqLqI1N8vaGYmzvI5yIa4abFJoFDgnGaE0a/Eqg6vzTP32Ja66+iiAKGLj3YWaeeQ5XgacFJQ3SaaGLBNrLsu4Vl1KLA2Ynx8kjOPnCQc687XVEzZiDv7if8pFjPCfv4YLXvZLy4hwTDz7Nbuu/Ofetb0S+8w2M/PAXdDUXqdZr5FevIPI88r1dFLs7mRs7yeEXXjRtz64ixayxBrbjkL6uDg4cHiB2pPH8SYxTqEjluKeW/Fpb4q1ZsCH0HnxxJ889+TRtbZ10dGdMMBUSqVNTv0izUA0IE+jM5vA9SMKIhYUKExMzTEzNEekE2/Nwcnk81yefyVLKZclmHVxH4toSOwXdIk0HJE6VVELolJ5hEYQJnuMTNyNyXpbntm/nxRdeJKiUaQYRQRQQxwHZXJb2XIGjh44AkC8WGRkbxVYKkiRiZmaWvXv2MnBkgKAZkPVzZHIFytUaBw7tZXZyzmCKlfklRcpaap3jLczvUuPp/5x1/B8fbg3SlwKE+WTx0uidfqL4n1/kpZWLlAhLkSib73/7bi685P3U6ieYmZlkzZpVfPBDm7DENNe+5g1k802iuE61atgyHe2m96iE5B8+9ROOHdEUs5189vPv5jU3r0PbEa+84Vx+8YMD/PqXL9CoL9DR0cYlF2/js5+7Fc8L043rRc4+ZwW33voKbv/OQ5RKnWQzkpUrVtO/YgW+75HN5znttI2cvu0Merp7yGQyyNROtrxYYfDYcbZv387U9DQd7e10tLXxVx/5CN/93o949fWvwnEdvvqVb6ImJZ//3Nf59Gf+kuGhSZ56ci8//cndfPlfP8knPvG39PUu47a33MSH/+yjvPd9b+fiiy9k+/YD5PNt6c+ql57Crq4eavOTZLwYrROUis3yXiaDQuNnMwTNAD+TAWGQJw6CME6tedOXwZIWjm3jex62lNiWxHdtHMsEENuyEeiUsyOwbZs4Sqg0F/F9Lx2im8qlvFgjihuMjIwwNTPF6pWr2bplMx1tJVRierjNZkA26xCGIZZt4/suuUKB+YUFisUSUkqCZkAYhcZMKuMTyciwoGyLmbk55mZnKOQLZLM5fvzDH5HNZLj8iivw/QxRGCGjCNt3yefz1OtVc71aNnYqGzctK8MWS6IYP1vk7gee5K/+9nNYXg7PzaAwwgGVJGmVYtq4URRSq1XRKiKIYubmy4yPDHP+GVs469zTuf71b+CMCy4C6TE3M8fJHftZLSWWjo0VtDYZvVE06aVCPdYWjTghSmLwMqy87VbiTRsY+oevM33vdrr+5N3k12zm+PAIp7/5ZlbdcC1Hf/Zb5u97mvPf90YWTlZw2jtY0VZk8Mhxejr6OPLsc5xx4ZmsvPpCjnz3TjZ98M3sf/opznn5K1DNkMKyfrA08wvzbLnofI49toONr38dw7Nl/iC8gC8dfJJ61gLbJolNYiiFIA4TtIBPff5zvOaWm4mDiMHfPUTlmRdYpgWuBcqCIFTUpI/V34kaH6c7cRh/+BnKrstp17yM6a48RALL99n91JNMnRzjZX/0Vg69uJvnfnUPF918LXquxtz2HexOfsrmG65mfu1y5nbNUty0nloYg51Qb9RxpmBw915m4jpxxsGpaprlgGqzztjsHKMnx4mShFgbibYFpsfUOpjSM6rVH2mJMZVS6EQRRiGPP/gAGzedhrSMStBsiieGuZYYFdrszDzTQhCHAZXyAs0gwrYcbC+DZ3up5Nchl83QXiyQL/i4tlhisCHU0gGrSYfoiVGCJmFi6LyWheN4NBer3P3b37B3715alhNhGCEtSa6Qo72rA0s6VCsGZVKvValVFrHjKGFyaopdO3dx4MABpBa0tXVg2TaVWoPnd7zI3EIZV3imR6lSnEFrAzydlwvM+wqWlqdMbzP9HZZQI61R+akh2hKu5PfexJJWXC+9FKc+rzWm1Km2XFsaoTX5QgdPPT3IYw8c4uU3rOCyS7v4j68+yI2veyXr164kJkRpSa3mMzpa4Te/epyP/s3NQJl8Mcstbzibv9/7O8LYotRmg6igdcwF52/h5z/cyebNG7nhdaexeWueK16+Cd8P0ImNhWc8UaIa73j7tTxw7/N0tK9ky9Z1ZNw2mlGTrWecztVXX0VXd4e5oLRZ7JYSHGnj+x69PV2cedY27rrrbg4dOsqaNauI4yof+uC7+fwX/pmv/se/8aMf/4TKguDhh59nw/d+xXWvvpb7732Ky15+HsW2DK+96ZUcOniCTZs2cfq2Ldx730O8+c1v4KmnPwoUzf4JwpS32vgld3V24+sKQhpzLD/jm4G345zi6EhJHGsc1zPPu20hLNP3RWtcaePaNq7lGP+KNNt2LMsYbgmBYztGvuiYFpVlS/xMDsuSRGETKQwywfdMKe+7Dpe/7BJWL1tJvVohqFVS5lXq5pgkZLM5kMZz3bEdpG2sZl3XxbIkVnqTBmGA45ihfUdbiamZWVzHprOjk0whi2wI9u3Zy9jQMJdccA7LejtRKiJJJNKWZHM5478eG2SEIZuaoZaFxHKy7D16nP/395/H8vMI20M6HkqBUIpM1ieOE4IgIIljgmYDrY1fjOtnKebzBNUKi1rwjg/8Kf3r1hJj5DO27ZPr6yE4YGSZMRqRaAKl8W0HS2riKKapE6q2i7V1E31nbmXsmReo1yJWbLuAoXOfo7wwhRibZesZ59C3Zh2Bigmmazj1BsHuHVQuPxO9YauhzNaqFErthFHChvPP5eAzz7DtxqvYPjTM8E/vYf2bX82+p57mnOtfzfDwKFk7R3uxQFgp05GBE48/htuT5cwhnzeuWs+PThwjKfooZadtQUUzDPjXf/8Kb7z1FlSsOfq7h5h/agcdtgUqRKEJopiKn2PdLdfRvnENh+59iLl9RygOjpFVIbunRlh7001096xkZN8hNp95Blu2ncF8EnDkxT3YC4ucXLuSra+/lmeOH6G5Yzd7jw/RrIV0rF9Dw5KEKT2gFGmOHNrD3sMHaeYlOvTRcUJlscpspczkYpnhqVljLyzTs0warp1u7aC15jutHDdN1lSKZ3eF4MDOF3jywYfw/Szt3d1m6bUREwYp7TYFcirfQ2pJrthGVgui2ARckfqk5zNZOtvbKOV8pDT2GUKd6vRoZXA3gYqJkpbyURhLblsQRwlPPfUMe3fuIqw3KBZLLFYW0Y5NxvewLQvbsZiZX2D65LjpOAALc7OIJMEOmhFHDx/l6NEBbMsi72fxclm0kOzd/gLlhUUsbTT66FTC2eIh6RQi95LjX7wkCOv/GRUES7BE0KdW9U/Flf8dRNJw0fpbLe2NpMTP1ihGRRhsRoKy8nzvWw9x2Ss+BO4sr7r+NPqXCYI4ot4IqVcld//mCXK5HC/uGOTrX7uX9//pVYRRyC23XMTPfvI0A/un+Ncv/ZKzz/8rEhVw9x3bqZVrnHVOP3/+ketImEYpRRi6nBxepN5o0N/XR0cXdPfCH7zzNfzq1y8SRBKhY657zXVcfOmFAEYe2/qVBSmrqoHnueTzRbJZn9e97rXMz/2A9WvX07esj43rN9LV1cHeXbu59pXXcPuP7qWzrZ0f3f5rwnCBD3/4fbz9D27myMBxVixfxl/8xV/xnne/m/e/79185CN/y003vZY1a/uZmqyB5bFk0qENTy1b6sIKNElSJeN7+K6TUlxNKysKYxzLQggXB00zCk11YVtL+zm+46ZIBoklFL7noxLTUnFTF7wojgCB5bnGZwMLSwqSxDin6URRrdawbZve7m46OjtwXItGtUrWd6lWK8bfGUl7ewdRZLy+HdciTiKkY5wrG40GrusShTGe79FsNlP8ielSC52Qz2ao12rk83naOzvx/GWsX7MWC6hXq0QdRSxcgrCJaxmZsEwRKyr1YAeVytUVOBn+5d++zUKlSa7gpoZrgATXc2kGAc2GMWJrb29HynampqfIO1aKT7Fx29v556/+B/3rTiOOjOoMJfAzWc647Wb2HNyPOzaK42iaVkwDj9j20K6H7usiv3Udmy86n7Zt52DFCeXjY5Sf3sHKt7yZs//0vTi+RcbPsjBygsrEFN2nbaAyMcbIrr2sml1g8D9+SO8fvZ3208+ko6ObpNth8Lm9OI6gf90ajjz8HGe9680896kv0/XCEXpPW87YyADrV61l7tAxXvzx7ehDR/ETRaNcJdQhLiHXLe9jvFbhrpl5ZLHDeGYEAZ/53D/yxltvIYlh5KGnmXtmJ51IqjrAsyUqVMzYDutefSUdZ28lqjU47fpXsUclVHcdJKtjOtrydHV2svOue5gcHOblH3wv2bYCpYUar3zrrTgqZPTkECuyFr0XnMHc7x7AmZ+na8UqdCrs6Fu5EoTN7ude4Of33kU9I8iGBayy8aKJgpDZWpWpSoXFICQWIoUXmiTWOAtqhEoN2NJlF4Fpz4NRY8m0YnF0zI6nn2DD5s1Ix8X1M2ZyIm0EBrdu5qGSRMfGlVFIsEyFkc9lKRZytBeKZD0HS2LcElNtXYs3plKjP6UVQkocaRlEkSU5cWKIR598gtHxSfq7e3Bsh4X5ecIoJJPPYUkrJSfECEzL1k4tCJrVOp7lYg8MDHLo0BEsadHWUcKVFnguO3fvYXR0zBzhysD3ZDo4RKsUm37K9KjlfKdTp6zfCx7p7sbvzcpfMl1aamGd+uv3w4g2f6n0wDu1pw5L+yU6AeWgZYyXz7Nr9whPPXqAK65fzsYNfSQ0aTQShgYSPvW33+VP/+J1SLtJb287e3ZOobWPUgt0dJR421uv4B///lfsPzjJG9/wGbSyOX78JG1FzQ03noVikUYjw913vMivfv4UI8MLBM2IYsnl4598C1dcs5YbX3sx99z3AsPDJ/nQn/wRl1x6IUFkFugsubTYycLCAr/4xX/TqNXJ5XIsW76Miy68gN6eTm64/jp+8tOfc/jYIfq6+3nPu/6QT3/6c6zfsBnHlSAVnpNn88b1vO3tN/P1b/6IH93+G777nS/zhje8nm9963v8/BffY8vWTRwdOMr117+Kr/377eRLGZTB5polU0BYGYSbJagsknEMbsSWFq7toOwE17JwpDnsNUa37nmucVpsBjh2qlUXLdigwHddwiDEdz3CIDCOk+nWOBJcy8O3HWqNKtJO5cDaIudlyeeLeK6HtARJEoEyEs+WMZTreti2A1rieR5B2DA8MK3xfN9gT7ROW2UW0vZxPY/F+QVK+TxJNaKQy9Ko1ejt6cHKuKxZs5L2Uhu2EHiOy/jYBO1Wp2nlCYwJj23hun6KZA+wLFOJeG6e53Yd56ln9pLLdSBRCB2jlSSbLYAUNCqLeK7HmWduAw1HjhxCCkk+mzU03WbMv/zLl9mydQuJMjsBYTNASAvbdcls3sC6D7yDY5/7Kn1BDVGwWfkHb6eZzZDp6qZ3/TrctnbCpmL37x4luP8R7IGDNPOChaHjdJx7MXOHR3nyxz8kc2AnzI0xtW0rmz70Poqf/wgDX/ouzt491H55N+NRTPe5l2AnFsvWrmRhZpKOVcuYOnKM6qGTnPdn7+TFL36HM/tvYGFiih3f+TXxkf241TIZV+JqC09LAhkADZx6yNuvvIodDzzEcKOJThSf+ew/8t73vosogZEnnmXise10SofIVvScdwbVZoPxHUfZ8NpXsuxlF3Di6Z0cf+w5Tr/xas64+hUcGxzFqsTIiTJ7vv9rFufmuOzWG5DSIqrWyRZyLJYyHH3+AM2B44wkCdlGwqyQZJZ3YfkWswMnKK1fTZzE7Nu/j6/f8RMGFucQGRt7waYjX8KXDhJJLUqohjFRqjY0wSM9AkU641VpS7HlGqhPBZAWWVSiybgOM+PjvPjcc+TaO+jqXUbGLWJZZrgtZQs7oiDFt0up8TyPfManVCxQyGYo+A4WZmFV2tKcwYlhAKJNF8uzXbJZDyyLhZk5Dh4ZYPfOXQyNjuBkffp6+3Esi0p1Pk28HBxLLDmfOlIQRiGIZKlAsIWNazvYL764E0c6dHd2Gsc24PDwILt27zFGKFqcskVd0uSmZdrvTS90uszCqXnF0r+oJemnTrlQojXnMPIFtDSyUH7/Ky7JTtPyJa02dAr4S9tfWiO0REkTpaUGK9PJ977zEBe//IMIbxLLEjz+6It8+5tPEAQetbpi+co2Lrn0YmampzlxYoz1G9oJgio3v/FsfnvPHrY/OcrAkRm0jsnmHP78L1/PVa/cyNGBUT7zqTt59JFDuK4P1LGdIsGsw6c++iN++NMPsnpTO7e9+VoeuO8o551zLmFo/LVVnBjScaXCeeedgwSz9KMUlXqDhYV5aosVbrjhelatWk5XVwc9sod//+p/cF//SubnaowOj9PdnWduahGZWFx06asZOHqE27//fZKokx//6C7e94Gb+cY3/ovf/e4h/vmfP02iFBm/iFA/hiRamjFpQCgLiIm1h7CzaCvGsyTNJELikvF9FsoLJCpEShshwbUkLtIk3q6LEBLXco10MB2kx1FMzvfNjMIy7R7HsY3oQVoIAY5r4SVmSz6OIzzPp16rU+rNEycRcRhQr1TxXZeMn8cpGVyMbVmEQZMwDMkXi8ZewJLYrmUqEsvA38rzC1RnA4Qj0HnIZ7J0lIq4loWONZPzM5x91lZmKhVWr12HJyyIIpS26OzpNTtRCzVsJyTRZbSArN9OR2cnUSRxlcaxLaxMgZ17D1APY+yMxnYkjuOlbbaQ2mKNZX19XHzxxSyWy7zwwos0G0181wUklXKVv/27v+P6664zBFZtVI2OnUqijXENvVe8nJkDg8z84k6y2qK4ZQv9m7YQnBhj5OkXcXHpvuA8FvYfRE5NUHj5hfSct40o6yHiGsViHjE9TWZkCN+LaOx4nn0fn2T9h97PWZ/+CIf+64cs/PZBFmo1OrecRqXmkDQD5o8cxaqXWXflOez85s/YetXFtPe3cexL/4nlWzhzZfJ2QuIagUFEgpIaQYijIZKwasMaLp46m2OPPsJf/93Hef8H3gMxDD37AhOPPMEKpYkJcZZ3sfLqS5mvNMhsOZ0VZ5/JyZ37OfGbh3DCmCPP7cD1bfLVGpZjQ6VBqTxJZkU3oQPbf/BjNl5yAd1r19BVbONkIybYO8jsvsMkEjraSrj5PAvHR8grTXVolKHRk3zjvrvZPjGCyGYQYYSMYhbrAXnHw7EyVKKAhkqINAhp2FMyXafXrYS4ZRMsBKjEEIPTE02kLS4hJA4am5B9zz/B5tO34Lg+brdPxsuQxKnNd6tyETaWY+N5FoWsTzGbJZ/N4Nu2UcHq2CRtBm6PtkV6yJvKthnFjI6O8eKu3Rw6eICg1iCTzbJi1Soc30dpG53E1JtNpLQp5PIIoUl0QqmYJw5DkiDA9iSzUwsAxgxNWtgZISh0dmDbDtJ1GZ+e4rnnnicKoiXkkVanzvClGblozTVOIUfQ2hA0/mc7SpBumZr/mQ78qSH5kimVOPV9lnBLL/kaSy0tYSihremQbgW4VuDRGtd32b3rBE8+eoxrblzFzMIE0rG46ZarWbVyA1/7t5/wjj+8imp9gg/82VUIWSehSRKD59l86St/wNe/cicH9g6xdet63viWqzj77DU8cN8+PvqRb1EuaxxbsX5dOy972cvYvXeA/fvmmZoK+PGPnuCvP9XLcnV1TwAA+gBJREFUK65Zw2mnXUiLjxxFIXff/VsO7N9PPpeno72drVs3sXH9evbuP4DjesRxwtDQEAcPHOSiS85n8+ZNPPrIY7zznW/ntNO2sGbNGgqFDNNzC3zwjz5KMzB2wZlMjq1bNzExXuHBh+7jfe9/I9dffz3/+c0fsXfvUYKgyYnjo3iez6lIj3nhWn1AwHV9XCdGkmDrJF1AEtiWII4icgXfBG9t7GaNQ6Dx6nZtJ517mGVBW5oLw3VsQ8e1rNTn3cF3XZrNJkEzwHU88/ykVrSe5xEnMUEzIGgaX+8kilIfb0m90cC1LWzLRQjB/MI8QgjyhQKN1OApDEKa9Qael0XImEZofNGjOGb05Em6OjopFYrMVGtk/Qxuo0FnRyc6iGjWqib7jxLypXZs18b3fbQQxADKJUkEYTMhSAIcqRGWzxOPP4Vtu9iOhxAJtm2YWGEYcvbZZ3PuOeewa/du9u/fb4bgSUw+X2Js7CS33XYb733f+1AKY0yWyaaooBRqp0zvPBRwxttfz3Pzs0SDI0ztHqSv2Mlz//gV9MBx9GmrsLau5qIPvxNRrlPs76Q8NcPQQ08w/b3f0veKizj3w29m+8eO0z85jmXHiJFhjn76iyx7862c8cfvYnTDCg789n7qx4bY+/xBTjvndKKFSQ798Kcsu+h0SidOMPCFHXgqohg0INBI26jmWjtdCkgw6kiBJHEyHJ+dI3IsPvbxT/GXf/0XaGD42RcZu/9JuiMQRFhSsTg0zsF7n2HjTddRWrme4R07Ofyr+8hKwWlveg3ZtX3s/eaP8C2baTfE37KF5sExctNljn7jR+TqinjzRmYyJ5k7dIJzrn8FRxbmqT+3Hcd2SMKQyuAoThATWwKV89g3cIiJ8hxCCJLQyNiRECaKMIixpEHgx1KaSkOnB5Z+yaH4kgNSa2VcJNWpA1EItVS1qCRBYlGdX2Dns89SKHXiORkyvR6WZRl0ezrwdlwXz7Ep5jK0F3NkPJP9g+GiWdIgTqS00+tFUW82GZue5sTQEHv2HeDYiRMgBb29/XQvW0G+kKeQL+A7HirWDAwcpba4SD6XM2IXC7JuhjAIaNRrWEJga2MzAGbOLaTE7utsx3JdlG2z2Gjy8OOPUV6oGPfARC0pO6Q4VW+kQt1TVcbSE9SqLv73WwvG2RouqZYKiBQ53AowS3wXtSQJXgpCtIy2zJakTs8/BOkio/lZNGa7EzvP9791D5e//IM4ls+ll5/NQ/ft4Ctf/g61ikDFgre+4wosL0i/Rh7fNYdMZ4fiHz57K1GQ4HgOlpA8+PA+Pvyn3yAJJLmMy0f+5k3c8qYzyeUERwdexq03/wtKtXP40ASaGsKqs2LVBqJYYSO5/4EHeG77djKeT9BsMnhsgK1bN7Fp0yb27j+Q0i8hjCMmJicBWLlqBQrNbW95I8eODdJsLvL4Yw9ywUUXceON1/DD23/Bvfc+wCtecTn//tWvEAQhf/mXn+Tv//5faTTLRLHNo4/uBMC2BbbrpnC/tORGp+1Bw2+S0qiFIq1wbIdiW4k4Tqi4ZuidRBHSMTsdUhoMu7QtPNcliWMyvotKErz08fV6nWwmQxzHOJ6LJY1qKgpNVq2VMJagqYNfs2mqijiKCMMQz/NMO0cKKrUabR0lbMcBAWEUkSQJlrTwPI96vY6fyVCtVJYsQNGmAu7s6KRWr5LLZZEii5QWtkzIej46VhSzeQr5Ik5REhYLlMtlxianiKcnjHDEkpRKJUqlEoX2PjKZLN3dJeqLZRbmJrG8iIX5ClKYA1NqgU40zWaT1WvWsXbNWu655x7GxsfJZrNIKbAsi9mZWS695FL+4dOfQUrB0IkRvv/9H3D9da/mvPPPMxy59L7REjKhRZJv4/R3vo39d91PeWyUuS88RUlEdL//Vjouv4jMsn6sSBN2uDz5/V+T3Pso3uRJtEo4fGAX5/7DR1j/4fcx/PdfZlWwSMMKsWqzTPzXd1jYd4TT/uwP8Lds4Oj9T5I5MMD4w4+RKWbomJ2gedcIwpKULElCgpAJGSGMHDmFRgqdulAKQcXPkunsptpT4rAKuO7Nt3LD629DaBh9cgej9z1GZ6yxiUlEQhAHLISKlYV2pO0zvmMvh35xL45rse6Wa+g+62wO/e5+Mo2I6Yyi75qXserCSxj41q+R+w/SWavSxMLTId2lHAceeYIDx4eJpqZwPMOgC6MQN1Tguiz6ggVHs/a8bfzxBWdz94MP8/CT29GejbLNVrlQENsapEzxS6mo5BRRkyW8UusjWqXmd+n5lv6LSA8ylRrjObbL9MgwcydPGhxTktDW3m7uTKURjkBaAtc1aqtcxseSYFnpaazNPEMgCcKIam2Bk2PjHDt+jNHRUebLZYRl0b9yJbl8gUw2j53xzJnmejiWzejoMINHjpDxPLyUdYUWVKs1mvUqrhBkPZfho4epzM8DpgIRQmIX29uINNSThMeefJrB40NYiRncLZVeL7GlbLWo/v99OxVsTlnSLskW0gpEpwqvlxYjuvWYl7S7WgyvVkmjhSYhwS8UeXHXcZ546CjX3LSBuWCMQtHm3PPX84fvuYlsvky+BBEQNX0+88mfcvGFZ3HTzWcSqAphs4aQmliFHB5o8v/++nuETUFPV5Z//cr7uODSfpqNReIwYnR4gjgSJESsWd8POKhYYglwfDg2OMAdv76Dnq5ukiQhbDaZODlOea7MurVryWYzNIIQS9hozRJ3v62thCbkP//rP/nt3XfT0d7ByhUrefaZp/ibj36Ce+95iJHRSd797g+zcmUPfibD5MQsc/MVXM/B83MIZOpTHpEk4akKsUVEbuGiESgtU2SMmVU0ajUSlSDRxInGc12zeGpY66AVvptFqxhLKCypcW0XUgvdXMZDCsjmskjbODLmHZcwDPD8DInShGGYcr4clDK+y9PT06xYsYJmo0aSgJ/xqTbqSMvC9Vzj0xzD/PyCcYFTxjddYtpjUkpwBHGcIC1BGAZEYUjsms8Ng4A4ShDaDMylb5YPPd/H9n206xJbFrOzMywulqlUqjjOBEmSECWSUns7GT/D5k0b6erooFqvm9fNdYz81xXo0JCCM77P008/RblcplgsGrOrJCGMIlasXMEXv/hFPN9lcmKa39x1N1de+Qoee+wxLNvinHPPJomNmMFKlGlRaEFm5Ur6LjifgS9/hc4Tx2m78gJW3fJKpsohA//1S/zFMuvfcQvdbSVO1haxVnbhb9uKEzTZ8x+3c+EnP0LttpuZ/O6P6FUOdRmRkSHxkw+ye3KMZTdchx4aQgwexkkiorEE1xZ4tqBJQqITEhJsQCsjy46VRSItlJeBQhHR3oa/ZhV7B06w69hxrnrnW7nuljfgACPP7mT4/kfojhVaKLSI0GFCGcGK669k3ateweT+Yxz+5X3kLZd1N15Jz9nbOPjw8wzf/QSFriwrr72SlReez+FHnqF85Dgd9TqWUEhL0BwfYS6p06VC2HMAJ+shXR/VaGIhSByB7s4zMDFKqXcFsdAQJ1x+wYUMD41xZGwEJW2kMPgfklPoHiHlEtfOMP3E0u0kRAqDXWqhqJecl6lXumhtuAkyrk29PMfJ4wPYvo+KmsRBjVy+hJCSjFPAsS1s20JYYLlmsVCnVg8oRZjE6Dhhfm6e4ydOMDA4yPxiGT/rs2LNWmOn7Hmm3S4wBGFb4iKYmphg984XcRybfD5vZrSWQdnHzRBXSDKWRbO8yPDRo8YvBlIBicTOd3RQC0KeffoZdu7ejYrNpqgZllokOqaVr7ZaUP+/Isj/Ul5x6vT//Rl5yr9qZVeY1lO6I83vPTT9GjqdgRgw3KmZyf+IIKRTF0LA9Tr5wbcf4NKrNiJdizPP2srKvs30rTBOekmS8PxzJ9m3b5D+ZavZ/vRRbrplGyQR0jKewMQ+//bPdzI10aSj5PG1b/wlZ58DYXUGIcG2JJWFeSrVObp72njLO64hjm2k7sGx82hCnnzqScbGx8hmMuT8DNJxmZudY2hohDPPOYN1a9eyc89ebNdk85s2nZb+aopm2CTry9Qjvcnw8WEsofmXL36Rs87axrPP7kEKn6ETUySJwHFd/EzGeAKEQTr4UqdmSDp9PVuBI4VpspQ5YrItZZRUQaQN1Va6WLaZ49jS7NpKyyjxbMeok2wrhQcmCtuysFzj5+I6DpVmHYGgWCggE4m0BUIb/4EkMWTizq5OpqenqDcaRg2SyRIETWKlsB1jqOV4Hs1Gk7ARkvF9gyZP+UCNRh2tFZlMjiAICMMQgZENe67HwvwCxVKRvOfipc91UG/Q1d5uNohd0wZIbEmHbZPJZk2wiWOSOKGtrQ3Xy1Kp1Xh6+7P89nd38fLLX8Zrbn4dp23ezK59x+ju7kUQ0wybSEty+PBh01Z1HWq1mqneHAchJV/60pdYsWoFaDh8+AhHDh+hq7OLbC7Hz372c/r7l9HX30MSmwCfWAIio/xac87Z2K+/iYlvfYu55/fg3/kw+UsvZGznLpzhEdSKXjbd9FoKG1aQ7+sgX+hhYvuzHP7Mlzj27R+w5Y/ew+6RIWoPPYarQYgEy3WwBo4x9a9fIyMVtkwloZYmBrQ2M0YpwNZmSFwVAun56HyBpK2NsufR6G6jc9tmXti1nx/+7l5uesfbuf51b0RYNide3MvQvY/QEUYgNY5SKDthTmq6L7+U9Ve/gsnDxzn8o9+QUYp1r72a3gvPJY4SZqamSYpZVl93BcsvOp+Dj73I9D1P0hspAszXc2NN5akdzAlNNtJkPJ+GjkliCylstEpQbTmGggVGqvPUyhkKbe3UFhaRymLNsuUcHT2BwFq6N1SCIe2mvhvmgGpVH+ol91QrAU73gzRL+3K6dVYJ87lSGhR80Gyw49mnKXS1Y4s+psImpbYamVwBaVt0d3XS2dWO61gsVCrEYUwSxbjSJutlcCyLgWNHOXToEI1Gg2yxyLZ1a/GymXS2qHAcF2lZxCmY1JWSyZOj7HphB9IS5PIZ02kXECeKsBlAkuBIia0Uu3buREQxfupIaGgjEtvr6GL38zu498GHCZsRDizRbLUhEpOkRkUiteUUGGRJyxe79XwmqCWjdzBb6L8XCrSJyEKblgnafC8ldWrtaEKV0Bg0ipS0/O/MGWhkaTJFS5oXRC19d51GJKWNkVOsFX62wM69J3n8gUGuvXkljjtLT6fJmH1/GQ88sJMnHznJzp2D/OF7r8AmYW4hpK2YR6kQbbmcHKvwzPPHiWO4+ebLOPu8As36GEJkUTqk2dTccOMFDJ9coLd/Des29hOEbXjORsJGlnrYZHJqmsVKhfn5eex2gWc51IOAgYEBtp1xBqdv3szOF19EScGlL7+aNetWoxVMTEyhEo3tuqxbv5ZjA4NkchlsJNufe5pcoQPPL6B0HRyJ7UgSnUCScrWEtTTg00otPWcmWJvHGOa/SRx0yh3TUqFjsIRN1rdJEmOp7loOKvUBty1JHMXEQUChrUQUhyilcDMuUVORyWaJQuPpnugE3/dQSi3Zz0ZxjI21VOJbrnlObN+l2QhYrFRZ3t+L61osNpuoKEnnlIJYKVzPpllrkPEy2K5LtVGlVCwQBiE6ifEcB892kJbFwnyZQrHNbAwLgxb3PRdZVgS1RbLZ1WQcievZaNumkPMoJAWCRpY4MuZUURSBho72Iv0r+1i/eSMbNm4kCgK8fJ7Tt23F+tVvqNUWSeLEWPF6Dn5WUywW0FrhZwqoRDEzO8unP/MPnHPu2QD893/fweDxE/T19fPCCy+ybuMGXv/GN/GrX9/JrbfeTGdnOzoR2EJQjRoIy0Y7Niuvv5r5wWGi++7jxM/uZNvG07jwz97N3MAgK88/Hzvj0XfWGcwOnGTfj3+A2v40napO8/HHGVmxjGXbtjL69A78RpRCoxNs27RcwRAkJAoXg+kPaPm8SISdxW7rQHS0U3ZsFvMutUyOH9/+M5atW8Frtq3j2V0vcvVbbuXP//EfcTyHsUOHGbr7YfqqDRwnRgkJtkOSRHSfu41Vr3oFMyen2Pfz+/GaIctveAW9F5/DxOEBHN/jvFe/gpkz17N883oGnt3J2H0Ps1ZA2CyDLSBxSISgqNXSzCyQUMfCdnwcX1IWEQuOYmy+RuLYjE1M0yNd6o06IjY0ckNbtkzwWDrT9JLnvRDpLFdj+GgaY8tgtfxfTCpsiZZMi1OJmtI40sa2PTSG7hyUFxg6spe2bJYmdcJaI72nmggVMTUxRhgZl8G2UoGuUhtaaJq1BkePHuXwsSN0dLRx1gXn43lZEA4Jika9hi1jLIHZO1JgkzAzPcWOp54kiRXZtjxIcyZrrWg2ArSKcdEUbIuj+3dTm58g6zsvYRtqM+cbGh/nl3f8msVKBUdIpEpSDTG0vJ+TODY9uTSqthbLXlol6JcEjla01Us9Qr30sf9rwp4G5FNyN4wrmkijmNSpd4ASWIlECY1KYQEv+QFodcJa30cLiAmx3Bzf/97dXHH1nyELFko3GDw2ztNPPMWPf/ACy1Z28aY3v5yF2Sa1epN/+dydfPyTN+G4GWwrYnahQqMZ4PkO1ZombBaRooImNF4KIiGKm7z/j68miVYSNdaSzfbw7LP7WJyvcd6FF7Bs2XLKi2UWKou4rkGV+7HFyZMnmZ2ZZc3q1axds4azztzGJZdcnAZsOHToCLbtkMQJy5av4MjhAZQ2rimlUjvNMATqJMQgfcDGOOHJVo1HS2nQshs+5TvfsqQ1rpKkgz9X2thoLMssi3iuRzMIqddruL5r3ASTOPVnVuRyOZLUo9zP+Hiet8Q6cn2PJDbD80ajYfzGUy05QBjGS9dHFIS4vksQaGq1KnOWRbGQx/MckiDEs20W5xZwHCtdSDQvfxgEBEGT7p4ugijAsixq9Qa+79MMAuIoQilNpbJIlMSG2OsYA6v29nZmF8tkHIeM5yCFIhGJWVRUCV7Wx9WpE6MWxFFMZbFMLWhQau/k4ksuQilN1Iy4+sor+dq//QdauNTrTeq1Gm7Gw3U9wtBswIdJyPzcPB/80Ad529veCsDDDz1GEIZs3LCB4ydOcO555/L0M08zcLTEK658Offeey9vvu1WUBZTs3MIBKW2EkJpGq7DhrfdxPOjg7hBQCISes7YTGn1Kmb3HWLgvkdYds7pKD/L4rM7WDk+jmvHJJFm8Ue/YsKyyYdNYmmuKTsVhQoEViqKQQiklkRaEksbO59Hd3ZR932O1yocHDjIsZFRyGa5+NWvJlNsp7pQZ/DwCc667Ar+6CN/jZN1mdp7hKFf3U9XvQEOhBqalkWCxI0kRd9HOpp6UCWo11l/yXmsuvpiTr6wjwO/uJe4PcPlH3g3K0/fzMTQSfbe8RDnOVma8yMkUhMLCweDuI8sgUgcqq7HmGVT8zM0mgG7X3yRwckR8r1tbNi4nkYUU6/VqNSMXLpaa3DoyAC246FSNIlALcnuVZqwtqTqpsJIl6ktC91KedMEWyFaflK/f+pJlpA4Whu31dHjJ1i3cgP5UgdhnDDbrFOrVqmXK+SKJXKldvxMhiSImZ6YojK3wMmRESqVMv0r+ujq6mRmahKNZbrLwjDnVBIRNBpoNJ7jsjg1za4dzxGGEfm2NpN0JwlREBIHISiN5zrkPIehwSMMDh4m65lE7KVCXKUU9je++V+MDJ/ElQ5EES8Zdywd9pYwqI1EmcFf6wu0DqNWibZ0goul9wyGeClUvET885In1UR080q0FFny1D+iMTponb4uSiUolTKJWg/7n3EpfUtEiJ/Ps3ffBHffsZPXv2MbijKVaoOZmXledtm5nH5WH0MnjjE7GfP5f3kvO55/GqWaIGySWNHT2UZb0aO6YHPv757h8J79XHvdufzRn19MEpXR2kEnBVStB9fehu33cfuPf8qnPv4J3n7b27j4ksu44rLL+e53vk2j0TA2q0mMB1SrVUZGRzjnvLN597v/ENe1l7bTp6fnOHjgoGndKE1nZxe+n0ElmlhoZJIgpCaK6khhsiazpQ1o41NxqqXYqvpSPqg+FVjQpnKUKsLSCbbW2Om+B0IYTIjnURV1LGlsVKUw6hDXcc0+iVAICWFosCFRkiCVIgpDtFYmaLoulmUZL+90WBfHkRnO64Q4ClEqZHRkGNsyw/ZKtUoUOuSzWeI4Jmw0aC/2pPsgApmzzfMRx0RhSL1RRylFqVhiYmKSYrFIEDTxPJ98ochitWwUYbbDfLlCoVQimptBBwGNahnfVkgnkyKztQl2WqYEBmkGj147YWB+VsvyyeZyhEFIo7JId3uR40MniROJ6zp4npv+7mb+U12scd111/Fnf/ZnS7nUoUOHmZiY4MyzziJoBtRrdV5zw2t45tlnufeee3nLW99olhkdl2azSnupC9dxSLTCVg5RVydnvPsPGNu/j8WZGSa+8X3mdhzCGhpEhjWGnlzL6j94E8s39lGfPAwiRiPJRTX80CKRCqkVNsbLxehNjS1rFIPSNpHnE7d30Cy1MRY02H1ikKGxMSrNAGk7eLZLsFjl4J495EoZhk4OI7MZ3vVHH8bP5Bndf5Rjv76XnkYT10kIlKYibda/6irqYcj4/Y8TP7WTIOew+pUvx7rpamYPHOPE49sZvP9J/Dihc9MGMp6PCgI6uztYvmk94y/spU3r1D1Cma6HBiexqDo+Q57DaM5jutHkznvuorwwj5tzYaTKeDNgZUcHUb1OODPPQq3O4MgolVqTxDZGUZYtf78NlSZcGnMOoUFYLUttgXHLMolVKzHW/zNpbs2/0w6AlOAKi6BS44mHH6aru4+169bR3dNNmCQsNpvoMDSU5kyGCpJaeZGgVsNzPTpWLEe6MDs9TRCE6JQg4ThGFanSvRK05sToKDPDo8g4Jp/N4rguUlgkYUgYNJEqwbcdSq7N9NgQA4f3kfFsPM9BSiulWJgugNIKe+z4CB42OorTmYT4vZ6d8cK1TPsj9dhtRd5WlXIqIPxeiFj6Gr/33In/++MgUnWpbs12jQER6SakUKdKwUgZsxPLeYki9dT3bv0/aWRfhCrE8vP8/OdPcf1N52PlFLYNl152Pgf3H6OQFyzr72Ny7DBzc4Ocf+GqdLFQkcR1Vqwo8cprtnD7D7ZT7FzOof2zNBs7eNcfXYKwOkAX0XRjWZs4OVHnK1/7a3bsfJEojtm7ezeVhQVW9Pfz8f/3//i3f/sqCwvzZLNZCvk8cRQxODjI6dtOx/EclLGaIIoUDz/8CM2gieMbCJ/n+/T09TE8NEwu45ComEQnrc4gQgen3Bpbh8DSa6SWsidaVUhaspoLPELEAZaMUtmoGUYqrVOcSbDEO5NSYkuJZVkpgRlsyyJRMTI9+M3vYIyeGvU6jWaTUrEIQlCrVEmShDiOyWVy6a5EhCUhjEKKhTy+n0UIi3q9QU9PN1G9Qa1SpVgsEscxjXqDUrFAPp+j3myihZG/WpaVLho6tJVKZrHQdanVqikvy0cIswWdzWWp1apkXJfG4iL1hVksV+D5FnGk023pVDsjJI7lGFtVndCsN5AiJFuwOHTwAM9vf47HH36QzpLPqEwA49UuhPH1jiJjaLVm1Wo+/omPIy2LcrlMZbHCLbfcxCc/+SmOHjFctL1795DL5ch4Hom26eruZGZ2AseHFWv6IHGXliRdBKGyaN90BovlBof+8/v0DR6lRITjKGypiEeOMfLZL0FsaAKJNrYLSsZIbWi9Spg9E0sb59AEi9DNoNpKLOZLjImEAzMTHNizh6m5ORwssp5vBrNSkgiFbwlGDu6n6Vr0nrGJN7zjD+gotjF94AQH77yXZaUMlmoQhTFVx2Htq66i+5ILiNDYWEw+8AgzDzwFoSLXvYzFgeNUDw1gqYT2S85k6/XXMDUwxK777uHc667kgre8ll15j4knnqNDNbEtRYxAx5LQ9hm2bSayOaaTmKd37kbkcnTl8jRjs2Q6MVejvlilubjA4vwC1TAhlha5fI7ezh6CRpOJ+SkS+9TZ0toegFPLwInSaBKkMM3/pa56Gsz+98hYAMYgDt0imYOWkqjZYPTEICMnBujt62HLGWfQ07eM6mxIeXbCcNhsG98xS63NapXy/BihShDCSbsPAs9zsaWF41hkPJdm0GR0ZISpqUk8y8bPeliei0ytFqIwRKoEz5YUfIfZk8c5sn8XnqXwXBfLcVIqglr6HSQC21OSOI5OMa7kqY1xCQb+JswavAF9JVipaYoQ4iWZfyplay3RsBRoaZUlqYYhbVqdUicsNbokaYmhTTsriVFBHcfROI5FoBSWtgwFWFhm50Skgt+UidU6QVsb6koLsBXFjiIDA1M8+uBhXvPGNZy2aTm7d45z1tnrGRoe5axzVnLLLWdhZmSCg4fn2fnCQW5+wwUEzQX+9MM3MHqyzPNPDlBoh7PPXUkcugi7F0v041grOT68yN9/9rM8+sTDnHf+BYwNn2R4ZIjHH3uIW970Rq56+ZWcfeaZHD02yL59+xgdHgEhmJ6ZYWGhTE9fF8KChfkKjzzyKEeOHMGxjaOeQJAoxapVqzg+eByE0ZjHyujJTTYTQJIOt4Vj2o6IU+VZemXrVhBJElPZaSM50HETbIOECZMEW9s4jrP0eBUn1Gp1s98gzKasJSw8SxIlEb6fIdExCuNX3mKiWZaF7TjUalUc10WpBC/jkigDRJQiXUxKNDk7Q5gUyPg56vUmQRhQrdWw0Li+RxCEZLMZRA6CMCDSmihO8D0fgcPMzBS5XA60oNFoUizkCZKQYqlErVpFWBaZrI9nOUvXtOc4TI+PEzc2mxZubNpqtrRMjx4MA0tg9jeiyMALdcLdd97Bjl17WL92LR/+8If4zR2/ZuPG0/jhT+/Esmwsy1Cnoygkl8vzhS98gWXL+wHYu3cvlUqViy66mD/+4z/izjvv4sbXvobvfud7PPvss1x//XVccNG5JKlD6MzsJIVCARuj3ZfSVJk5y+fAzkPMNmNK528jGNhNr6MI0UTCwlJNCklAmDhoKXG1TURijK8E+AqiVELetH1kNkOj2Maw6/DC1DS7Dx9kanYW3YwouBlcv4AvTNszJMFOzdNiS+Joi6kk4uN/8zf09q9lcuAkR359Pyu7O0niCothFWXZrHn1y+m94DyGjgzhFnK0n72FhZ27cCYmmXviBSbZR5vWBJag88JtnHbTq5genuCFH/+a0twU+xf+m9Pf+ibOuelGjogc8Y6niYMJIsByS4w4LuOuw2yUsG/PXvq7u1mzeiVhrcHIyTGmF+YRnkW1OosWEpnN4jma9kKRW264ngs3baNeXuSHv/oZzx7YA34uPebSFeg0a2sNz7UWqJTRZubk4n+Ihv7HmzbS2xav3HzMOIjatkAlmpGhE4yMDNHb38+WLafT07cMDYRRABpsKU0rzHHA9rFtjZOqtDK+S1s+jxSCsbFRTo6M0Gw08FzbyOk9H8s2C8Bho4FOzGA957lMjJxg+NBeHJngujZCWkhhGQfO1tmeip9sEYZIodGWSHcsfk8oZZ6c9GDXiclMlVZYWi7h2w3SulU5nDrEITFDIq1B2hgP8GZ6nqXtJylOCai0RivLDMjjBjKqceMVZ3HBuWdh2w6j09O8sP8Au/cOUm1W0G7RuBACkZDYSYLWHkokWEAiFDnXwfZhdnGKWnWBb/3nL7jmuo9S6CiwdlWF57Yf5VWvvID2rizEISSSBx88xv2/O0QSSbadvshZ5+fIZRK+++13cOTgSYqlPMtXrUJF3UjWEUU+O3Ye4NEnn6AZzNDdUyCJGqxevZzZyRnuuvse1m/YwIUXXER3Zw/dfb10d7bzs5/9Ei0E5WqFoZERXM9j/4ED7NjxPOVyGa0sfN+nI59l1eq1jE2OUK8HpnIJAoN9Tw84raN0hmGhZJReoM5SwqOI0wvekJS1UiZAJzExMRmd4KBBKeJYY0uMHDoGoRUdnSXGJ6aNP32aNUVhgu0bLotna1Axtm2jUYT1kEw2QxyFyFQ/r0NFmFSwZAZpGRWH6zjoWBDFEcIRRGFiuEBSYLk2zUaTmbl5OtpzpqhKYGp8mmJHHs/PMrewQBiFdLS147suhVwO2/GQlk0YBoSRQxAESFdiSQuETRwLtG+q02w2R61apjo7S61cobs/QcaxUdtgmRYAppdMYhIbnShEHPGb3/yanuUrufzyi8n5BVasXcOK1ct5+WUvZ2L8JPc99CzFok+kIYoTPvHxT3DWOWeiIkWiFYcOHGbDaRv4+0//A5//x3/khtfcwM6du7jhuus4NniM888/i1BXiYlp7+xgavg4zbBBVpaQQqF1giMshk6Mcsev/puBY4f5iw//EY3hw1SfeRHpRCQywVLSBD5iLGUtLfKCTagVTekhSm1EhRJjwuFAtcLTxwc5eHwAGcVktI0rbXw3Y0yQVIxKjZ6kNgmcAqSKsYRxpUyEYH5siiN3PEBPKU8trBIlEW1nbCW7aiW9F13E8aPDJGFCh+2z/9nnaUws0KU9oiQho2O0FdN+zlbWvvaVLE6W2f2TO+muLJBzBc16jZMvvkjptA20b97A/IEXaCt1Ug4TBuuCYd+lHCp+dffd+FmHTZ1rcV0o5rvQ0njbLFYrkC8RB1UcN0NQrbJxzQquvfhCtq5aBc2IrIyZ/LdRJqOI0BJmvUGZ10/qiERLELY5G4W5v5YSbE6ZS5n7MBURCYERwZozTyGWBEbQmjMLfM8limLGR0YZPTHEsuUrOGPbNpavWIHn+yidoIXGth0cN4ebK5HNlchnPdoLWYJGg4OHD3Hs2DHQiqzvYzkWju+n+HnQcYSTKDK2xLM1o8cOMTJ4lJyQRrllC4Q0dsKWNIlGK4BYljSe6EsDcPH/JVymPUAhjXFQkiikUFhCnuqxp9rmRFgIHZsLS0i0NE9KklRwnG7s3Fk4+S7wSoD1+7MQQKelnY7qLO9tp3D2VvYFTYJaQORAfttVrO2eYnh0HCU9pOWCkPjExGh064bREivVkizUasTFBKvXZnu1yp9/rY3Va/uZL/dSKlzB0bsliYiRrs3IyEkefUhyxta3Mzo2wvwd/Zx2qA/TAgpAr8W4hDvYoockUQwcO8TM7CK2fQ6FDZeSVJ5luL7AulWSydkHqNcW+cGPfkijGXDmuWdRaCuwZsV6stkczWaTJEnY8fwOntv+HNXqAmvXnUalWmfDaZvp6i5RzHewfFU3KxeWMzc/S0d3O+NDo9ippHAJzZ4oEquOFefQMkBoo3Jp2dsYtZVRwSWYA4i4gkVC1pI4MkFqRawglhLL0jTDBm2yiOPYSGEjdYKOXWI0+bykXqshHR/HVcRBg4xXwHY8LMfIG4OwicJsuGvL7I1YwiYJbCwRYhYJBFYsaNabJNLgSISQ5NwMioRKZYGejjaaUSMFzEEu18bQyZPk8jl8aVEqFFiYnSWKYqRwmJuZoVgskivkCYLYWOEWMgRxjJd1ELYkbka4toOFpFpZoDq3gI5iUAotYqN1X+plC5IoQkcJloYd25/jxOAxNm89nZ5ly5HYCGLyOZf2jiyf/MRHUHyRR596nlC4/NXffIzX3XQjKKg3G2zf/jx79u1jYnKSLZs2c9edd/Omt9xKvdlkcmyc97z/nTSSMidO7sXL+HS2rSGbdSlXZsm2daFRWJbD1MlpfnvXvZQXFtFa8JWvf5O/+dA7mZoo0z07SdxYoJnELcgFAuOLHSQWQSaP3dvDbMZjz+IcTx/Zx6GTE8zXGgjbpWj5+C5IklY9j5Kpsii9cVUqzEjSQbLWGidW/PwLXyX36jfRUfCwVICs1TjjlleT6e9H+HmGDg+jE82q1StJkoQNZ53JgUNDhB051mxex8nfPYGnI9rXraA6u8DzP/sNhelJciICkdC2fBlt556OrRIWhvYjZYTOZJnWASNWSDmM+dkvf8347Aw9K7qYKs+w3HNRtpFiJ0pjTU1SK5tEV0UxXjZHJpejvb0NqRWeI3nZ+efx7jffxld/+hOSvE+YJMgwQcbKINilS6A1gYqJVZJunxv1l5ASJV56rKaNdSGQVnqWqtiEGK2NoQss0c7BPM7GtK3GJ8aZmJigr6+PdRs2sHrdajp7uvF9n87OPgrFDoIooVmvMXD0JMeOHKbaqOO6Dhk3Y4Cm0k7jVIxQILRAeoIwbLJr906mx0fI+z7CtUFILGkjbWsJXnvK+0dgSQtbaZUOu8XS8EDDqYM9bRORtqxacxCVJAjLzExahu5GsxBgGFc2QglslRA4JQr9r6S0/ApEbiWJ9NBS/n61A6AkWlhoIZAkLKqA3x3SSz+w0gItLFxPkd9okWij1kp0ggpsco7GEXWOT+eoNiSaBKUiYk+ilIX2ErKddX79TELwWJacl6XccEmEiy2DlGbZg2NfyPA+jW2dw+5nNfFTEiE0UsSmpaej9GIIgQZSFJGyE02CQGE5N4CMmBgPyHadzmLpBNgzPPH4owwcPUqpu8QZp59JsVikVq8hlWR2zvCwtm7dwI033sBPfnYnE5MnuPiiW2lvzzAxNQfakFRXrV7D6LFhtKvT4G6c8JSOCSKBbymIArPMph20ttI8SBEr41Fnx2ZGEcUBq9tytMmARqNmZiKWRagtnCSDQFCr1qhWMXsNwiGTcbDsgDiJsS2XxJLYjgG/KVcyV6tQzOVJtFr63mATKIuMayNkCFogUdiJYiHRaMsm67dRr9awrYwB4oURjpUlUIqRyUl6OtpxPBsVKqbK8whbE0YGzFdtNBGOR7GQIw4jyrOLlNraadSaVIOEgvQQCnzLJQ4SKhE4lmkFFXJthNUq46MnWb91E04pbzzd48hULen1LhOIw4iJiSnKc3NsXL+OsFlDhQ205TJ4eD+FvIfrCArFDP/yT5/gF3c8TCV0+dMPfZgkVtSqNT7zmc9QamvnTW+8lTvuuJOPfeyjfPtb3+ahR5/g6ldczrFjw4RxwImZfWApwiBkYGg7EFNwjTOolB7l+ToP3vswEyfHjcQYyfjYFF/+zs/50JvfwMztP6W3vQ01P0dcD9COJNCCsNjGTKHAkXqD7QOH2DcxwfhCBVwP33PItneZPZ84pKkScolRIlla4whIGRCnWpvp+wlG8t8tPK457UxKno0vExpj4zRdTSAFuUyJscGT6EixbvMGXnzsWUp9HaxYv47S+Wex+ewtzAwPG+l6FHHovkcJlEfbQoUOEVMTdfLtJXA0cb3M6KOPEex+kY5inqP1RfbX6gS5AoO7jjJ18iTZQo6gVmV6chJXOvT1uORzbfT29iIdm3GtmQ3q2K6NZdtYrsOJkWH8/n6KUhI0Q845bSOnr17DEwd3sWnbGZy3ZRt2pBg8dpyBE8NkHZfIEiRCo+IIpRKCsIEQEEenVIYy5WBZ0hB70/JtCZFuXC2N8lWrVOklUtVpuoOilWJ8bIyh4WGyO/Jc9vLLWL/xNCbGZ0kSbYCfUjI9NUG9VsX3XFzbwncMhVcoTRw0l1pscRgxszDNwMBhFsuz5H0XoWKCGJAuUqXLuVaLwG7+Y6dqSlunOjQDJDTFlnrpqd6qrtIsTKVyUCUlUqUAxRQdnABSOSTCQrZ6rPkV9Gx8O277ZiI7Y3TUiUao//F9AK1Nm0UIQSISNBppp8s4UiCEmX9Umtq4ZYXQCBOCMKFRq/JPH17F2RvaeePHR1i/2ubQoUVqSRHHDVGJ0Zp/9J0d0Kjy2F7Bp/5kObf88UlmQ4FjWwbISAZEjCMcNAmurfGcBCFiFG6azbsIoRHEoDNm34IUt6wtlLIRCELhEztncai2Dtubo9h9iInpUSZnxzly5LjpIabsGnOBSY4NnGTw+AnOPecM7r5zkE/+7XvI5l3e8paP0dZVYm52nv7elWSzmZTa6YDWxFFC3q+hJMzNa1Z32Uw1AtDtSGw0EqVilAqJEpeoGVAoVfHzdZrlBO05JAnEiXldHKCmI5w4h6dhbGGeoGuRyqhLn28hY5cgzgNN8ipGyYS5apXxkXHsjE1zso5tWUYRYzlopbFim9V9neQ9i6A+j+vmmKtXObRYo6o0TtRExAoHgyFRyngs1BsNisUMvd29xM0I2/EYmZ7j6NwCIg4557R1SM+hVlvAtUtI2yN0XPZNzXJ8coo445NTkjVdPRw4cojIAcvxyeZLxEGTs1b0UbBsJqfnqNaaeFGEts2WseFkpz3uKIJEMzM9TX9/H2OTY6xZu5Kp6Vn8bJFSRxuNoEqsNM0wQSt49fXXsWrD2aa14Uh++rOf0r+8n/HxSWbn5rj2umv596/9B+9977v46je+QWdPJ2dv3crExH7qwRinb7gcR3dRboxSq83S1bYcgU0caJ58/FkGT5wgCJvEUYglIOdl2bfzAF+LQ972issY276TfNEl0+5Sy7kcDKo8MzLEzuefY3CxjLJc2ju6KXbnCJKIjGPR3d2FEJqFuVmSoJk6isZpgnUqqWztbbXufTSoKOYtN7+Zc04/g1hF1IfHUAj6LjiXjhVrGDk+QrPSYOW61Swsltl43hlIITi+/zBrtm1hdqbMk7++l43NGM/2yc81KMYhWakJ4wZ+0Saf92g2Kow/8ABWKOjM5hmNFHvLTeqeT2N2Hk/F2MSopEkYWlTLMGPPYAkXS3oU29ro6+szZ3hcZ2GxjLQkxwYHuPNBiXjFy1nf2YGVgGtLrrjgPKpJnWtf9So8LXEUbFixgmJhF4888yzKc1FGcZR6kUsDU0ziU+ITbQKIqQX1UqL++wsQLzl6XwoHhFN7JEIgLYtKZZEH7n+A6elZNqzbZJK9xQXiKDQtK89FWAKSiKihiBJF3IwI6g3KC/NMzUwyMTlBENbJ5owfjWOZAAfGPlenP7NlSeLYzEzBKHOFlNgmi9Ctkc//uUl+qksllhAkWp8yi9enAhNWOtSWOkRm11M4463IwlbCJIY4SvvyCTqVG5k5SOsbpEx9y6wgKi1IEo8gTKgHIfVGSDNICCOJSqT5BS2LZhhz45UlXne5z4c/t4dqxePv39XDyeksf/OlacpRDoRC64g2XxArjev69GRLuJkJ3n5NlkeeqjJRySAtE8SkCNKFxJStpT0ESRo0THlnci57SWlhkAYWghitXSOtpUmgSuyYypLYLpdv2I+fLKYDbiNOMJI/8yzHKuL4iWEuPO9CHnvoLv7q4zl+c9dRDh88wI5dj1ENXmBxbhVr163hwIGDuJYFWNSbAW9+Q4m2ds2/fPk4n/6nS/jcl/ZzaH8G2/JIlML1F8h6DbS2aDgNzr+wi3e9ayN/+zd7mKpLyCqkZVGPJc1A05GTzEc11KxLZx7+6Z/O5nOfP8rgwDyO9JFyBq0jsjWfPrudxWie//eFNTTikChpS2diGhIDqHzu2Vn2PFzD620D6RElksd27+W9f/tJFqo17v71f/MXH/sI9bAJ6YWLENiWw113/Ir7XtjN2o52IuGw48hR/vQf/oGs4/CVz36aNX3d2MR4YppcvsiJiSnOvuxKXnPt63njG17L7bffzt69e7nu3e+hq6cHB5vO/j4evO9ejm9/ikvWrGB2oczU7By5/m4830IrubRAKRQ0GyE6jImjiI6eDmbKM2SzPrYt6O3vpbwwi+dnUdomjCJiJehZ0QdSYVmCmckZJqemOH78OEcOH+XCiy6m2Qzo6e3lnvvu5wMfeD+VyiJ7ntlOrBdwl2eZnRtneambgr+S9sxKhJYkgeCF559l4Mg+4iSi3qgSJwG2FPiOQ19vL0cGh/juQplzV6zCWbQ5NDLE9heOcnR8gkao8LMZHJklRKCUpqeznWq9gi1s2krt2K5F0Aioh5qmDAGJhaHL2pola4dT40ujbLv12hs5/5KLieKQYGQSpWLaLj2fNVdeycnRCZrVOhtP38yeZ1/AdV02nnM6A7sPsnzVcmr1BvPVKlsvOJeZh55Ca7A0uJbBCQnfpdBZIBIx0lJ0KoUo+pxMYNfsPE0vz+jwcQoCpsaGaUY147+hPNwkMbbdMzOgbaRtk83n6OnuROgV6OGYhblZNIodBw/QWJjjza+8lnV9y9BKsXbZMq6+9BKihTIIi0SYs+GMLacxMHSCo6PDaNtCWQ4qDmnL5zlz6xkIpThy+BBUm6ZDdWrgm2bmrT//9/igBas95SCqSTRIS+JKhzhOeHHHDg7uO0I+5xvKtDaOglonxvhMCBwhIU7QoUanFVI9qIOErO/hex6OY5s/tg1CG5x8khhundQoZXY/Wj+XhcRWIl0IERat5buXRsD/OR/RUqCTBGOgIkBLZFpKKCGMz0MSkTg5chvegZ3bhopChHDSgJOO8KyXhh6dluUmaISxoNHQ1JuKWr1GM0g9soWN1g4IG0skCDvBdyUfuCXHh28rUZtvcNZpWc7bKmksNrnt6n5ErPnzf53inbd0cPpqwSVb8tz79DwkEQVf8l9/101Xu8eefXXGFyMD+BOuWVRciv4pQzgNENDap0hnOKLVpgF0kj7BYXpjGTIrtsuusT4K+YCLlh2AuAnScK8QEmmZsjUMFEPHD/Pi9h288ipoVhZZmLmQTa/fxt13fY+//ssV3P/oMe6/r41Ea5rNEBVLGs0GluWScQwaPZdTWEnC4vQUy1dnKM+FvPaWDNe9chVhpFC2JAdsWmXz+c+exmJF4QI4kgMHajz4dJkPvqcfU10btV1PKeFTf7eW4+MNfCwiFaOihL/7u0GWqR4C36d/ZYaHH6gxvwDSilGp9bFUAQ8/XmdtpoQKJblSjl2HB9l4+ZWce/75hGHI3MwUDz30iHE5TBRRHHP9ddfR17eMg4cOs2L9etadexGBkKy+5FKkVrzxrW+kWMix/fkXyPouQtrs2rWbvWN7OdORuHaMbVvk8zn6+vu45ppr2L1nD3ffdzfNahPbybAQNggihSBhamaaZdFGPOkgLZsgTIwfTghxLKgtNozDoZel1NaF62WZmJims2eFeS0SiJUg0pJS9zJypU60tBg8cYJSscTHPvYxfvSjH3Hpyy7jm9/8JueffwEb123gxIkhXvu616BGFzn60BOc+9abiHssho4dJCdHaSutRCSmwj188BA7d+wzDnZhE8sWBFHA7NQMzXpItpijt6ufchJy38AgtYUyL+zaSxiYXRIvI9MMUiCiiLBaoek7lAp5wtDMhQrFNsrFRWr1KpZwiLRZFLVjsFXL89soLnUqEjh/23lc84prQEgaJ8dw4wj73C2svfoKJqfLlGcWWbtxLeW5BdZs2YhnuQweOErPyj4SrVmcm2X95g2wYS2JkJSPHqboutSPj6LCgHypDW27yLAKOoZsgZkIXlyosOgXGTp6lGhhivEkZP/RwwjPNUDCMCG2QhZFzZwj2iRvK1aspFj0Wd7fC1EdW4Xk8jlyGQ/+P6z9dZwc15XGD3/vLWge5pE0I2YGc8wQMMaxA944vIFNNpvsJhvY0G44WYcZHQecOGY7hhhllixmlkajYW4quvf941bPjBzv74XP2/5YGk13V1VXV51zz3Oe8zzDBQ7sPIg6NYIMPMa8EpZfhKoM9S2tCC0YGxrCAWa0tLDn2BGkZVQgMpkU1197NbMa6vAnJljYPgP+eDvdY/lXTRL/f3mMF/5/f2/Rh+GJ/6/eYkkbWzrYkYrQSqONjsFkovi/2GcVlkAlsYjTnwKMK2C67TUk6xYSadMX0FrGq3YNhHERZ3oeQjoEQUR+QlAo+uSLBfzASCeYFWgCLXVMSQUhPJSyUCpB6IXUpmyefn6IwHdobLYYGw95bPNJHntxlEvObaGx3qL7lI2lFHNnmtVUpDTZjMXmPYof/KmL0XIWx45xNRnEyeIVZ+EfP+wrnlZxSSpPL8s08UClw5bD9cyoaqE9dQKtK77aZpo6nckQhkXuvfPnrFolecu7ZvCFz+zEk4qffvd95GrG2b2/li98djna38fPfjPO4qW1dDSXKIcus2fnmBgvgSWIQs28jixnbshy0aX1fP/bB/n1r4Z48KEJ0gmNUgH11fCNb6/ip788yfYdeSzHNt4VIxJbJfnwjkOkckalNyEsvv4/c9m3e4If3zqAbUtUVGIsbzGnqoWsXYUo9RH4kHQtcmmBkg4oCyEDAgGZdJaETpKzNHglIq3JJFxaWlsolUrsP3CQCy44nwULFuC6Lrfe+jv+/vfHWbZsGfmubtIzWxjoP8XNH/gAvcdO8ND9D/LJLZvRwubSS65g1Vlr+O63/xdZ9kkIm/aZncyaMQ/bTdLSNoNTPf0ILXGEzTve8Q5WLl3BX+9/gD//YjteIY9I2HheQCadI5utJtTgIvE9n0CXkUlBkAxJZmpIVzdQ7YU4iSosJ0M6V0PfwCDSSlAOoKahldrGdqSV4MgRI8+/aMF8RkZGeMtb3syPfvxT5s+fT2dnB0uWLuS8ltdQPtXPptvvJ63NrE19qhHdjrFM1hKkRdeJU7z44ksUy0YrbCKfZ9uOLRw8eJDQD1CBoqmtkfVnnomQLjLS6GSGxvoG+vt7jbkWcbPbcYh0RBD4jE2MkUi5pNMpNFBbV4vnl/DKBUqFMn4pxBIRgTBDezYVb54o1hCzaGhvJYwikjqBKIfkZrTQ/toLmAgD+k71smzFMo7sP8DY6Dirz1jPgd37aairB2HRO9DPzJZWXnr0KZasXsXMJYup7WimKpPlmV/9kZkLOogICEZOGt6Fm6Y3ctg5MIrI1nJ0925GTp1AlyZ4eecuyhrcZIoggjAAbRmvEUEhHgD0CYM8rXW1rFq2hAvWrqSpvp7qqhxBfpxwtMiuJ5/n2I7dyEKJZDqNU5XCk4LS+CiJZBIhoFzy6BsaNKzBmIG4ZuUK6quyTAwNocoeOTfB285/DU9v2oxybbAEjmWGajWaIApM/IjZWxbS0NpVLAwbRfjxwK3WIC0rpnArfN83lF7LRiIIQz9GlMByJCnbIu26uJZN6EcESlFdlUNKSfepkwjLwrYdQx6oqaYqlSCTTiClcRpVURTPhUWEoW/ET72IrGUES+3K/EYUO72ZDzI1TAhMyhJXwuR0GKsSZidjpQ4g3U667XUE0oVQT1PzjTv5wvQLlJaUfc3o+ASFokfZd4iURAhjVmL4w0FcDejJIK2Ea1QvRUAxiPjb5hJf/UAjUmkiatFC4ShFMmXzrd93c/Ck4HjPBOVA0d5QjQpDIpGke9jnW7f10tFmI4aKjJcFSBehjcfxK5PEqyOVcip5TL7qVUpSBVKG5FWaPT2dtC3sQ/llfD+kpqaGtWtXs2H9ep5+6iUGh+/j9VfWsedgkauun4UXSPyiwg/TdPWM8rlPH+SCy1q5/e5RFi5q4rUXhRQ9h0VLEmx6rkSkPGwheOcH5rBx4yif/cwedu0JSFUl+N63N+A6efLj4NoBrTWS971jPvlRjUhKWlttPv5vWzh+IOJf/2MV684QDHVHSBExc7ZLbbVL69x6XA2dnWm+8Z3dHNns8fLxPbi1EbYt8EOY8CRChrhaIjHzB6VyyLHiIFWzWkkpQW0uw6atW0mmUqQzGebOn8fZ557DPXfdzQUXXMC6des4cOAgIOhsaqJNSA5s3Mh/Hz7Gp7/8Je697x7mNrawr7ubN7/t7Xzh05+hf8cWlnbMJZjVyiOPPEjfqn6WrFrGf33u87zlhjdzqruH97/vA1x59Rt45/vexTc/9zluOH89tgrxI0V/3yAnT3SDk8RNp7Bsi4RtkamuJkx45MfHqKmtx0mmcdw0tpMilammuraOZKaaquo6MtWN5KobEE6Sw4dOsPXlbaRTSTZvehksi4aGBt785hu5/U9/Zvbs2TgJlzkz2njmJ7cx/4Iz0GHAi7ffz1n/dD01rTPRIWhpMTI4wTPPvkix7BFGEVu2b2XLlpcpByUs1ygz2GmbXFUa28L0xjAzNo2NjYyODGPZFio03txBGOC4DgpFFIWMjY2RSqURwqhBNzc34XlFenuHKPtlylGA4xhjMBVGk2KmFeb+1qP76Zgxi1ULllA9t4Pe3lPY2/bRsm41jdXVjPUP0jG3ExEZ4cjGpiYcS9LX20fnrBk888CjtM7uIJVN89Add7N4/UpSts2KG69ixrxZHHn0cXT/MXQyyZh02d0/Rj5dz97duzlxZC+t1RmGJ8o0NtYyXPIpa4mUFp4XoZUkDCJ84SF0wNjwKRw5i/OvuYIz164jm3BxpEZFAaGbRaYSXHzJ+WzxFQdeepmgUKagQpI1WRKOw/BgH/mJMsMTZU50n8RyXbQlqcvlaG+oY7T3FM3VVViZFGND49Rmc0gJgTKimKjAqB1M6zFXIowRbzzdFkNoM/kthRFgNA15B6RxBxUYTxbHMrNBUggsCxKOjSsFCcvCTlq4lmTWjHa6jx0nJS1CrbEt4zgrpLF7sC0bK5ay19gEQYDnheZ4Y8ZYJT/YFVXFqelje7LpMz1oVnBOJj/0VCUy9Uk1OgpwGleiU+2gAwM7CdOQFCi0dNDKYaKoGRkbp1D0CCMBwkULm0ohBBFCRDGHupI84r91iBARCgu0oLU+yazWLP/5zR0Mjju40kaFmu99aQ5NNRls4cdoVIBr+8yamWH5eJFyZBGGId/+j/n84o5e/vpkiOMIUBaI8P+pDPuHR4Uq+3/Vb8JwVLBkyOHBKtZ0JlnQkmHlytUsXryEqqoMAnjd6y7kd7e28LcH+uhozuI7LiIq45UtlGeRS7UQJhU//vlxFixbx70PbObhewUlX/GxDzfR2JhEKBdlab7++R088EhoGthCk04lqK+RfPG/t7NjU4H6RsGPf7Geb92ymwO7Atyk4NbfrQVH4och9TVJ7r9/L3f9qYCK8tzyg2VsemGQX/2yD6E13/3RKnIph+4Bj7d/oJHzLqqmOgez21yWLElSzpcZ98BTipqkw6r1bfzh10cYHKmlNZNi78mTfPxTX0AADz/0EDLWnDp06DBLly6fkpAQAmkp2nMZZqxcwe8ffZKDe/fz3e99lw/+8/v5zOe/xEDPKY7u3M41qxaTTaQplscYcgTXvuk6Nm7ciOs4nH3OWXzuvz5HbV0NuWyOfCnPzPoGls2YxcBQN8XhcfJjE4wNDtHU2maqce1T9j200qggZGx0wBgOEeKXCwwPDTA+Osz4+Bh9/QM0NM2krr4ZJR3yhRLf+va3aW1qYcmSJWSqqujomAUaWpob6eicRXNzAytWLGfo0BESUjD7rNVox8bTgv7jp5jd3IYSUCoEPPvsi0xMFCmWyjzwtwc5evww6XSShuo6EkmHE8eOk58YJzpVpqmpicaGJhNYBNTX19OTy1IoFGLPbnMPKzRCGhi77JUYHBwklclSLBaprauiqakJrxTieQVKUUhk2ySSNqWRURwkljaaasqP6O/r4+97Xka4Dss65pBtbKD70WcJRvNEwmHXnv2suPw1FC2b+oY6XNeh69hx5syZzabHN1LVWMfSs1fhlUpceu0VJGrS2JEirHLo37Wd4OhRLCfBhJthe08/RSfFieNHGO4/TnNNEseR1DQ0kGuoo3+syPB4kXIpIl8oMVrMIx0bP9IoL+QtN17HO975TzQ3NhEUS1gqMtPbjku5qAmjkJIIoCpNzby5RI6FtgUNc2dSKo+TSadQkWDb3gN4UYiVTBJpxazmJmrTSdI6ojA+glcOKBd8PD+YRG2U1sZoShhhRh2L0uoKVVZrtA7jJIFBiGKijRUnDymM46awHVSojIyRNPeKJSWWLY1EiiVwLInjSKIgYkbHDHLJFKpYpNp1yfuemaRXMWnJMsZUUhj/cyHEZN8DpooLGQ/hxgnEOJ5FUYR07NOqj+lNssnGeZxVJquQmMkFYMsEbu08sBQykERWCFjEIyQUih4jIx4jeYHCQoiMUf3VU6YsQleqFsObroRlHcNKwopAmd6LpT0iElQnJddc1EHRV2hLgNI0VTkIHRFF8K5rqrninBwr5qewRYTWfTTmIv73ozNZ2GLROzCB1jVIrcGKXapemQj0K3+YTvKeSrUS/Q9vFQQo7SKUS94LWL3hDbzt8haEcIhn+hifGOf4yS6CcsA7/6meO/48yIFjDjYRjutgyQA/GOdTn5pB/1AKoZcy3DfA0MAQPgFmhibAkhFKSYphAq0TXH5FHcgRnnvJI4hCvEDi2vXoKCJSoFSGpBAUxycIysYAR0SSAB+/GNJZ387ERN5AAdLBDpOMT4QUihptKZrqHO6/q4fiRMD5l9bwqS8d4Y3Xt/KG1zXw0//aztINrdx4ZTPf+U4Xg921LGlM4miBsBMcPXKUhx9+hJGRYb7z3e/z5re+hXe/+90sXLiIv/zlDioVXhj54ECgAhbMncO/f+Sj/PqPv2PLzu309Q9wzdVXc/UZ69AqJJIRjTXV7D10Ett2aG1t5stf/h88v8xnPvspQJBOpknXZknWZBgtTZBxE4wJQVguU84XIAoRKkKrABsjqR/4PmFQJuM6qLBIJmmj/CLZlJmyz2VzNLe0obUkCEKe2biRFcuXkctUG5/2MODBvz3E2rVruOTSCznvvPNwHZuwWKBcmMCKQoo9A+TDgDlrV+EkE/giQkaSl17awtDgMD09vfz5L3+mWMzT0NhANpsGoejtPYlG0T6jne6uE2x68SVWrVxFY2MTodQ4lkttTS22ZVMulwg9n0gZ8UyUmecIIygWi/T3D9DQ1ERDYy2NDQ34JY8gKDMYaQoTeXJ1NSQiKI+OYkfaDCILzcToKAcPHsDCMDQXtc8iZcHoc1vwEFT7EQceeYKFN1xFNpfm8MGjdHTMYvPzL5DKZlh5znqe+dNdiEKRXHMdCR1B6FMY7scZGCSdsAizWbac7GU8lePoyRP0dR2lOimN0ZKToTaVw3UEqaEJnIEhxoYnSLo2ET4jY2O0Njfw6f/8d658w+VEoY/yPBKWjWUbEUmvXCYcL1AcHqNQLNK6bBG52bN54qXneWzzS1zSkKW1Jos/MszoyAgDgwMI2yLC3DeN1TUkpaA6YYZogyDADzxGxscnFTqmYqeJF1PtABPpVFylaCGwYjkhtBlmrSQQS5rBWGFpo9sljMitABzHwk3YYCKCqSgcG9e2mdU5iyObt5MSkkQqiY4ixsIQ7dhEkRHSNUlExQmESVZWxYE2iiJKpRJagy0RKETMisIwpWLHt0pfxFQn4SSMJYTBxyI9JUyCBqkVKlmFbVdRLFtYUYCyQ5S2CUMYHvUYGg0IlYvCjgNrhSOspwXoVwne06K4QKGFg9IOkac4NVripSNjHOzKUwgk0o7Qoc3Wg2P0jyrKAUhhMzwY8LVnJnhu+whDQwk+/LYCc1sdfnHXOJv25dAyoOxbaOkgpT+9tqQC9enTmhtx7T7FU5vMJadT8wRaZBDaR2kHz1cUgjRCOIShZmBgkH379rFv3z4Gh4cYmpjA96o4cbjE0FgtfligsaGewaEexgZLDI6ZC2lobIxQlRH+EAvn1rFwQZLlq2s40V0k8jWB9BmfGOGa17YzEWieeLIL17HQQkFYQkSGcVYKQhoXJrnwjDaqGiyKeZ9SoEkKB2lroqJGCyNR4vkB2RbBdW9vZsGiFH/72wQ1dj2jXj3dJ0uUSjlKBc0zG4eorZV88zurcZKSb/3PHh59vMR5S+eiSyV8N8XS5nZu/9HP+PjX/wdLOnTW1fP973yb1raZbHz6af7++BNs2LAByzIeBduP99HV00uqvoG33XwzyWSaXXv20trSwr/+60d58rEn2H3wOK25JIsbW8ikUmQyGd56442MjY7FqqlGGLSmuoaf/+Tn2OkkxbKPm3BwMimKxRIjI4OUChMk0wn8IMQPPHzPIyiVKI+P0djaSlmF2AmXYmEcN50g0hYr1pyNk6pDIzmwbzejg+M0NTaTShmqt/Yjzr/wAnbs2MlDjz/FwnmzcQeGePGpF6hva6TcO8Dzv7qdsKGKDddfS22uCjsSvPzyVo4ePkj3iR7+9Kc/oqWmvrGG2poavLDMieMnKeULNDc2YFtGo8oPPHbs2Mry5atpbGimXPaY0TaD6qo6XnzxeYYmYpp1BFrEjMjIaFqNjo1wsruLppYmctkstY21lAOPwA9RvmJovEBzbY5CoYAKPWPYLATashkeGmZXuBev4OGfcz6rahpJ+3kSkU+YTTDnwrPI1VWz88mNLDljPfmwRDaVZMW5Z9N35DiFF/aSa85RikqMHzjOjNYcyYSPzCiCRILNfSPkE1Uc6jrFod27mFmXoaa6ilQyRSqTIVdbixdGaCeFkJCQUChIUGmWzJnJBz/wXtatXUmQHzcSHY5ESg2hwisVGRscJD84SH60xMBQni279/HUiy8wUChQcuHWu/7KGy+8kCpHMjg2zEA+TygddBTRXFNNfS5FUkocaeKIEA5SSIZHRok0CCQ20iyaK7FhMl6YykTGzDghLcKYyCOsqeQh4ueNAjcIqZFKIbQ0fQnbJZ1KE6oyBIIossiXFW5thqpUBn9smOZchkjYRDKiPDGOr0KichkVeijpYgkNKox70BLbNoShKIwTlRBEYYitY4VWFcNTSlWUWgXoKT6+qnhFVBhJlepAT4VOBQjlcdOltTTP1BCE2NomkBblwMP3NUKmUFpMjvGjp4KyqPB5pzdVXjWH2GhhROCkiHCFx8iJburTmhphIbUDqkTP0VEuOSPJheuq0KVRiqMhq9pSrJubMLabpUGG+iMaM4L//ZCLE18ISvog7FfbcXxcUwcnYr/z0x7qH3+FACVc0BF5bdHS7HP4aBeHDh7k+PHjFAoFpJA0NLSTdAWJhMV73t/GwRNjuBKEPkUYabKZRpZ2ClIph97d+7n6yjRXXLSO0aEyxw+N88uf2WzZlmLZkhKf+Mgybr7eY/6CBD/9QT9rVq7gd388Tjo5h9devYgdu57BTrgkXIFMppBVSb77g1PMmHMus2dnePTJwwwXc5xx2YXs272NpCxguwncTDW19Rl+//tu/OI62ha7VIX7ufkDs5nZ4vLt7yxlaGSCX/9klOc32pxzocd1b+7kstdH3P6Lk9TPu4zmlhYW2zaypoaEBdia119xGQsWz2PT1t0Uo4iPf+ITLJg/n7//7WEKbo707Hl8/Stfp+D77Nt/kB9+/8cIqSmXS1x44UV86vOfx00n+ebnP4NubMUZ92hpaOE7t3yHUql4mqJqwnWYM3c2hCHlcglSVQgsSqUyY8MjBF4JywLtRWilECpCBT7phEs2m2NseJC66moGB4cQCBqa2slV1xHFC645c+ZQKJQ4cvRILAMhjfBjscDJri5mL5xDquxx5OVtLLnoTNxUgqFcltYlC3FbGnDdNBrBjh272bZ1J0cOHeX3t92GnbRpbW+muaUeP/AY7B7GkppcLk1/Xy9oTX1NHePjowRByLYtW1m6bCUtre3k8yN0d+9izrzZtLQ2sm/fPrMci2FpiIi0QIcBXd0nqWuoZ8mixeRy1fj1IeWiT+hHjAwPM5Yv0dDcQv/x4witEJHCESCFRWFsnN0H9zNaKuCd+RrOaO8gMa5wlMYbHqLrrgNMHDhBn2Uz8zVn0HD2WgKhmBgepCQVq193Man6HKcKd5KVHkpDIV3DywNjFOwMe/ce4IEH72NWWz2FhBlstIWDbQWMDoygpMARgobaGmytGXMs1q9eweteewWNjQ2EQYibTCKEhaUVeAH+RB5vPE9peIx9B46x5+Axjpwa5FDXKcZ9jUpXk0tZ+ONDdPV2s6BzJue85kIO9I/Sd+QoNVU51sydR306g2NbRBhB1MhTFMs+I2PjICwjCyKMjHuMV1Gh9FZiqdKgK3weXdH2kzGtXYI2BmxoiRV7k0+1HQRhGFIum1kQHSj8IKCoQubOnoUdhDRlM2TSacrlgGxrO6XjinxoZI3Knofru9iuYc1qZa4Nx7GQlkUgjPunkMIobwvBFAZHjLcpbXoW8eR5FEWm3AWEmGqeT/pKaDXJsIpUieWzsyxc3IQXlRGhHzfAU4BECgs0RNJgpyYmTyWkSvb4BwnkShRGI7U07oQiBJECJXBUEkTFmlWDNtTTQApcFYKVNV+IClEy1vnXpkkUaYVUIKQwOlpaxEDUK4/hFf8WYpJ5dlr+EBXhSKige1IoNJJE5CAzNo/tPcRDD79sprFtm9raOhzHIZ3JMrNzPv/91acojqepqZuPcCTFfIH2WZ2MjQ5zx13bSdQu4X0f+Cd+/rP/ZuOTp/Am6pjVuZS1557FNXMdvvfj75HLnsQVLj3DQyyccy7vfO+b2LJpJ1e8toNFc2bTP9rDt76yj4Rs4sKz38TY8DidM1wuvXgZtlXm5Zd3sKy2ibPXLEdYET/75Z8I/DRvuOxNlPMuTdWSS29eRt+pXv701/384ieHKA6GBH4a287yrrd/iNq6eu7885946PY9NHXY+FYD6y++gNr6BizbInKT/PYPfyKIIj70TzezZsUKli9Zzle/+13+dt+93O159Hed5J9vfjv3P/wQ3/32N+np7mLNshW867o30Dmng/6Bfu5/4AE++Yff0j53IaP9Ayy7/Ao2HT3Eu9/9dgZPHDGMl7jP5yYSFEohjQ1NqJJHTX0jg2OjCGGTctPkx/MUC0XCMATAL3soP4AoQocK23Eplss02y6FQhEnnaKYL1LXIJEYnaVsLkWxNEFVVZZT3T1Ytk1raysz2tpYtmIpZ3XOYeujf6dz6VxO7d5D68IFDI5PMH9Wm9FXkhYnjp1ky+at9Jzs4fe3/p5SKU/WzZJOu0SRR39fNwnHoa6mCq9Upr6mlqHBQVQEdbUN5PN5SiWffXv2MTaWp3+wHyEEq9atorGhgWyuiudfeI5E0jGyNhjF7UgZIcpDhw5RV1vHjPZ2amvqKZcCwtD4ukzk82TSKWrbmuk/cYyM6xDEPSxbC4KSx/ETXdzpP4576eWsrW/FHS/Q8+SLCCzahc3QxheZGB5EzJ3BwrUbaJ4zE669mIZFnex66HFSURntCkpOil19E4w4New9cJi/3nUnoTfB0fIwfqmJOR1zyFQJUtLGcRO4ySQREb5jowOPuqo05521nrpskkzSAcuoZEgN2i8RFkqUxyYYH5ng0cee5M7Hn6CxYw4zFy1j/aLlHDl2jK6TXZQnhlm8YAHLVi1hZnMjugjpTBZLCFYvWkxnYyNVySSWtCgHAWU/wPdC+oZHmCiWkbYdx54p5XFJJY+oyQSiK0SlCnivp2KNVtq4xGoNkUJg4dhWrERhFKRDLyAIQtP/0hIUeELQOrMTPT5BresQOZqUk6Bj0Vx6ewfQURFhScpeEacgSchsrBZiECbXdYmiGEqzBK7tMBoEiFVL1mkVRXi+8cp2HGfSu0BIQRCq2FKUWIFRx405jcTCcRwgHr/XCmEn+O53vsPCxQuob8zFwTz2CZ6Mswq0PZkQptRi/z/rWpsTqw2bCwvD1JJoQqQ22ljG2UCj4kZfJMIKD8w0/UiYLy+K+xVCxWJorgkB/5fByP8HDzMfU7kyKh9NoYXAm/AZLU5w744ddD//Mkm7IjMSJ26SgMeprgEaW6rJZtJUVVdTzBdYsXIN689Yyc7Ne6iuydHQVMOtt/6Jjc89xe5dB8jmXAJ/HBEmkELiFwNKhQK+9MgmMpTDcRJOgtpkgsZMDQkbxose1Vkb1xEgHPKFAvl8Ac/X5KqqqUo5VCUcGltb6R/OM9TXh18skKzO4FgubipFLmsRFAU6CqiqSRlBQ+mgQg8hFJbtMFEsMDBeprmuCksrHFxKpSLJjMNIsUB+Is+MxmZUGGFpRYBgaGwCy7Kor60x0u5lHy8IaGtvJunYjAz0MzY2QkNDA80tLQwNjzI4Nk5tJkMulUTYNv3DI1RX1eC4LhPj4ySSSdDaGDuNT9DR1kzaNr05P9B4xRIKzWXXvoE5SxehUYyPjaF8H79QRAch8xYv5IXtW1m1ZjVbXt5KU3sb+aJg4Yr1tMyYQ6g1SPDLJYaHRxgYGGLLy1uZMXMWJ06e5OorL2PnnfeweP5s9u3dy8z5CxnoGaR92RJmrF4OoWZ0rMTDf3uYE8eO85tf/4qenh7chEttQw25miyJpE11dY6m+mZ6e3opFIqAYHxsjPHRCZKpBKlkitHRccqlAIRh6biJBGef+xrKZR/HchgfHWXz5peQlpmDQVgoYSAT13WZOWMm69atp6a2lkI+T3d3N/l8npMnjlPITzB3ZjuDXSeYGBjEdiyENhKCAonS4Lswt7WNt1x6BetaZiFH89jKKBlroMvRzLruMmbOX4KnIJvL0rdzB/0PP0adGxBlsmwbGGFcZNjTPcAfbvstXmkEtIfSEQqBI21aGhuY0dZGe3s7dfW1pBMuiYRLFHjkMhnOOedsmpvrsN00lp1AakHoeZQmBhkbGGRoYJSnnn+Z3999L34uxYzOecxZsJimljYiFXFoz1YWdcygY2YL551zBl37DtJ9rJut+w6z/cAhzl23luZUGtvW+GGZ0PcpFkqcOtnHy/v2MFgsEbkJY5ehBUpIpNCmgtBGly6KZaKM8oaFJSSWsKbQHSliHw5jM25hlCzs2GbW2E8owiiKTf9MApJKkFfw7g/8M87O7ajBU4xKj9qZMznznHO55w9/4ejRkzh1NfgWuI5NdS5LKmHM4RACJYhdOUMGB0eoqqrl6JFj2EqHBuf1jT5RFEbxbIKKFXTB9432k1Km4e7YEEYRru0Qxuwj17EIAqOCqyVEBFhWZDSxpomvTQ+zk8v0OC38P9Oepj9fwYgMZQ2dNEJuJOLuiUJjEpuNBkKkNs9VnHgru8eqVD3Gf0xoIxB5OjQ1uRagsi4Qpz07+Yn+76OPYYKS5RFJ834phBnoEqB0LDypPaSC2XNbCEpFqp0kb7n+Oh555FEK44P4RcXISD8t7Y001FWzYuV8+of62btnF0FR4WARCDPnYTkBCUdi6QwQYbsJVCTIui4528bRZZI1NjYOQtmUgiKu0mSsBNIpIaM8qBw4NQgFTVmB7afpKnpIbRPpkIQIkcqlOg2ZdA7LEiQI8Ys+yZTDRKGMLTUJ4TG3OofvF0jlsuTH8jgiwo4kLbksvm0MzbQ234MLtNfWmoo4CJCWT86CmkQKCuOQcsllHELPplwYISmbacilqElaFCYmsLUga9vkmuvITxRwHUWoytQlMkyMj5Mior6ulqSG0AupztXgeWWGSwWK+QL5kTxBycdyK4KKkmQiiZsyCyVLa2wBpfwEmUSCqFTk0Xv+yg03v5dEVQ2BUiQTLjPa25jR3s6M1jZ+8Ytf8Y53vJ3GmmqyKYf9Dz5Ox5mr8HyPmuoaOlYsQSmN53s8//Sz9J88xe23/Y6eUyfMok5HFCeKdHbOYu2GNagw4MCe/QSeT0NtPb19A1RV1bFs+SoOHthLwk2gtCCMRrFtjWXb5IseTz3xNH4oaG1qZPXK1SQTGQIvj5CxcraImZZBQN+pUxw8cIClS5fGlXItURTiuDbSkRw5eYIlc+ayd3Qc7XuGFYSKbamBMODUqZPc/sgD+JdczhltnVjDE1gqoqxDWpYtYM7Shex/eSdNM+YQKOh/+WVqLA877XJoYJy8yHG8p48/3PYr/PwEtqsJtCZUhogTqJCjPT0c7+mh+tB+WpubmdnQSFUuQ8KxaWqsxxIg7TiuhT5hyWdsYIC+7mOcOnmK7XsOcuffn6YgLGTCYXB0BHHkMFHoU19XzTWXnMP6lStwkw5ByWOkp5cLzzmH/QeOUpNMUl1VjY4iAh2hI03k+UyMjnL0+BFGx0dRto1SgWFaadMJsW2JI6f6zGBgJK0VUtlGqVxbk11XMwdXmaXDNOW1nJzFMUrpsdRUjOwIrYkigeUk6GifwZGNz+BEEY5jsWjVMurqammrraPrwBHcWEgVPyAol2JoEBKpJLZjM+Z5REFIMpGgmB/Hkhpbpepob0gxMlEgH+Zpq6phKB9RX+cQiQRj+QIzm+rp7R8gma0hLS368iVm1aYZKJTIJrJkMpLB4QIz26roL/goS2BJDyMpXoGmXiUhiDgZaOJqwjk9VWhAxMFbRYTCwtLCNL0qlpHaAqEMe2oygotYhtvc+GjHjJTElUtFhMHUP5HZvrYMPCeMh4hFbEepNVr4RMKOoTOTFC1dqVKmzYFoCXLKcGUKltPx4RqWhK0kynIouaZUtbQkFGZNIRVYUhHpgFx9HVdcdy25hlpmLZrP5s2b2H9sH77UqFSKHUdPsO9UD7nWBuqb2+k9fjz276hYskpK0icROfgKdCDQMsSXLhO2haXT5nAFaGHhCShp8LQk0OCGEl8Zn4hsxkaqesbHQgqiH18EZESKkbIkpRXpjEuZBEP9QzTW1JqZhNBD28JY0DqN5IMAkarF14KyE5JwUoTSphSUcd0kKtTYNhQiZRTHLBcVgrQt/DDATTmGqx6FlMqCXH0DMpQMjg5yqH+cmtpaylEIVTORdkBZafwgIlfTQI83hpOtophIMZEoYcskjkyiki4jowXqarIMjY2jnTR+IuTI2AQtaGw0E5Ex0BIJl7zQ+FGASmcY04KRSBMmMwz5w9g1OR56+nHOueQy7EQaqQTC10hHs/NUF5e+8Y24DXX0Fos0rD+D/YcGOHFyCN1UzZqrr2ZcOPg64sWtO9jd3cVDjz/Cod4u3EzCSFMkbOykxdaDe3Gbqjhrw3lkxvP0HiiiVUSUydI8czYD+XHCZBXpqhRam0VUcaIfVQyIQkndjDlEIsnQ2CiPbnyJkCTCMSKbSkcQ6+IpYRNpODIwTPVYnuaWZtItbQg/JNHcDEBxbJzuiTJz1p3N4V3bKOcL2JPEGoFWLmPSwp8o8fuNz1K6vIbltfUk8iWkglRbB7sP9DBw8CR18+azb+c2CmOjZHM59nkWh6VkxAu57d57mAhKOAmbUBmRTgNDGzdMZUuUlAwUof9IL6dGxpgxs53qqixDKmJRTx+FXIr6nIP2fEb6+jl28DA9p3o43NXDo8+/zKhtgWMho4hCFCBKBconjvDGVa/l3CsuNhVBBMViH8s3nM1wIWTT/oPs7+uG5lqWzpmHHYXoCArliMP9gxwYGMSTNloJIzQnTOC3pSISAulYOIkUjmuTiBlOgefh5YtEYUggzOCzQCKVNIaHtm3gWBH7skcqXqRLlFBEaFQQYCuJlha+ZVHX2ky2rorxcoDM5mha0E7VzA76ymVSjfWQTeGhiIRFiCDwAgLbNixEK4nSIZFjMz42jgImygV8GSK+cPsz+tpVHdzywA7edtEcuk5NsLNnnLecO48fPriN16+fTbkU8PThYd5+3lx+89hhzl7aTE5GPLCjn/dftJjfP7+TzqYWFjQ6/O65E3z2xjNocTyamltjZd1pCSTODvlymccO9LG8o4k5VSljWhU3DKaLN4YobCz8KMRTkXFLE7GPuo77N0yCQHHINuKIrrCJUDEqbSOVIhISPwo5cHKAztYGMgnH6PoIYkOqOKIKk25G8kWyqSS2JZFaUxYwMDSGH8VmPXG/Jp22aM/mKAYhJ4ZGjHeTqFQqiqbaKuqTSfL5Ivnxce4uFNkeGHVTdGxDKCwje0KI9l2yVVmqatNEXkQYKcZGRqmpqyXhuuTHxxgeHkPaBnLMDw9SLpdNo82kUEOF1gEisrCkjxA2jgbLloZZIZi0ApVRAguPSChCbCKlDFNEKGzLJpGwUSpDyS8YiXYpsGLTKqPknEDJkGJhjIRtk0ilwfIJAwdtxbViZMcDS3LqgidecQljWqNViFICYZlnlYwF6LQm1CFSG48OYQmcRIowKBKGptGdSFYjCMGKQHkEoYUkgS0iwsgwXJyEg9IhhNIEVxmhXAvL1vgl48wZ6TLJbIp0ph7bVUQ+CKuIjhIIJbAcbabUnSSF4jjplIMfQCKVoJD3yWYTJJ00ECFtG6E0gYhwbUG54CPKAUIEyGIJ6QVk21qwUylUZBFGivzoGF5JMTTaByIwNG8kyBCZsAhC0+mrq29DSkm+UKBcLuG6FlEQECrjEaGUmUyOwsgov4aKEItEOms8ziNFFAagXcCHqGy4IwrTvJNGTlxjk8lmSWeMqZLv+3heGd/3UaGRQs9kMgTeBF6pxLSVHCCQthVTTCXpVIqaqiz4AVILyhYoZdhKyVyKyCthRWWkLch7gOsyMV4gPzaBLQVCl+O5hHiBpo3on5TS9BgqauEqwHZsUqkUQkMqnSaVTWNbNjpUhprse0SElMoBxbKHtMyFKrRv4oW0cVyL1vYWYysdRuhIQaSNyGehxPDIGKGOwBJkMxncmPIa+gGlcgE/8M1cWVxl6JhFZe51M3dh2VY8uBf3obUi8DyU0uZ70yYZm3vbtBZ0TO09bYpAVHquIl4sGz8mhSadS1HfWMfw4RM4NlTV5nBsh/J4ieLIMMP9A0amShjzNB35SG18gRKWTeB5hKWAwkSe0PcJvBJR6CP29U/ob/7lRa56zTLGxsfZuOs4/3HV2dxy70ucu7KTtKW5d/NhPnHdBn547xaWLOiko1rw28f38h/XbeAPT+6itamOMzrq+cmju/jAlatZUG0TBgXaWtoQSkx+sCAIcBOmynh8by/v/t4TvPeaDXz68rmoGEIaHxsjnclgWxaFUpFkIsGekyN8+4E9lIOKA5iNtBUSaQbW0YRBzAiLG/+O4/KF6xbQXp8m7bgIBL72cWWCFw6e4n0/eZH/uukM3rS6xVQJOqKsLJT2QToMFHwe2XyMu54/xLsvX8Ib13YCgvu2HuYH9+0jqnjDI1FY5KptvnrTWh566QR/ebYLmwi0GRQKtWTVnGr++y1nkonKjI4XuRPJDiuN40gT5GWWfG+B8lhAbYeFnbJRykUrD1CT/gJaGbkUYRn4SwpQYYgUFrblTPpsyvgmdl1pSAEKXAlSKpzIeDrYlhG/lBoyFeZZbD6kJfgSfCUYPGa0otJzXELLQkWGRqhlfOqAMBD4+YBIaexMgjAqmcRkSVAOoGJjMhVzJWKlAemjfRdt8A5AoqPQGE5JQRRg1A20C7qMdBKMnyohtEu2xUFYATqUCDsCEhT7i0ipcWsToEOz8hMhiITZt1YgbIQtEQSgYaIHgpKirtNFOAJha3QoyfcGFIciqlokqdokWhhNNsLIKCWEEiuhQfhIBd6oIpV1ESmBDsF2JKWBiIxj4daa69TWhiFk2wLbhiQCOxA4doAT3wORtAgBH4mPICDCF5qgKBnvC0nVusgsBGE5tjiQhoofE0h0ZBYifkHh5lyiQCAdac4HljknGJdLLVU8o6WMwybTVCd0JZGEsaW1weFF7IQoZYWEr1GRQkdycvFVCWLEhBZz3cbCpJGawn0tAcrocmkVmOwlBAbht0CHZp9YprcZD8tNJ7TE3DoDE1uGPapVSAw7xAxSFc+RTS1OK++uDMZNT3payUmCjyY0wXxaW7TyfmNHa3pehlSq4gUSSFvGHkoVhpUAZUQJKx9TYyAnrcw9PkVEFUyukifx9srHFpxOMhLT261TWWVyJW6Uw5UOiIolA59L01yPij7l4jg6DNEqREcBkRcQBT46UuggQAcBkecRlsqoIMQvFSH00FGI/aXfPc9NlyzDL4zz9M5TfOT1a7jl3udZv3QmVa7mL88d4iNXrea3j25ncUc98xscfvvYHv71dau5f+NOGqqSbOio4vt/28a7r1jGxv3H8Ge3s6Y+LrNi5zIERDqiAlP5WiAsl2JkTZ4EjcCPQjLS0NWCIEJKhUJTDjwiJJblQiSxpaB/NODEkKCxxqGzAbThUBp/AhXgKUXghwg3yWC+yFNHR8k5CV7aP0QkUjx7YIhs2iGBYH5Lhp8/sp+D/WWK5TG6B8dBu7S3NNLaWGsuRAJeOtTLiXGHj964jGWNCYQleHBzN7c/cYyjgwV2HMsjpM2/37ia6qSNFvCzhw+y6XCe/okys7ISbRuKdeSHyDBAyAQD+07x7Ne2Uuzz6bh4Aav/qZWwPI6KXKPVWLlVK/IxMgJlg4RMUxI7EaB1eVIaQcQrldEdZZ77+R5Gu30WXjCDdW+bAa6O3W1jviCAiNDKQaCQVoiULlol2PvAYbb/4iC+n2bpDXNZc3MzKrAYODSOVxD4pYiJgSLjJ4c4uaOA8gNWvm4RS26oRViCruf7OPFSL9pKATqusDRa2CSr6qifIejeM2IqVVVCkwARQWTjpGD5lfNINgEij5QOh5/o44Xvb2Ni1GPdTctYfdNshO2buZ8/HuDl2/ZjCYcz3r2GpdfVGhp66MQruBDLUZSGQgoDRaQlGe0usu2neymOl+m4aClLXptDWDaF0ZAtv9lJ4Wie3IIZ1HTYNC2uYsGlbWZQNQoM1h1CVIzYfOtB9t57gtq5TVz2mdVk2yM2//YUL/7hEGiHi/9lKQuuqiUoK6Q01WEsAoFlSbxRidIBBgd3EIQ4SRs7ZSGkoDjk8fjXt3PipX5mrZvBJZ9YSaJFgXSJQh+tozgxWBT7imz6zTGOvdTN0kvnsOYd8xk+Mcj2vxxBBS5C+mjMbAoyBA+WXdlO6xk1qMCbCkKTMcokDK0q1X44GaRMQolZRZFngjdTq2bjB1O5fONgKDGujhCvsHW8gBBTr1WRYVlOkjOj+Dt8NSZkpWyqvFkDkUkY08kslacEkx5H5uYKieJEN9kknXytmCqodCzjISvT44JI+QZ+r5yvWEwVqePEV+lbCE6P8pVtavPdaVDangz4leMQMqwcLJWKa/L4Kp/hlY/J/Bp3hEOjRyiEJiwrM8meEPG+FUQmHmmlTEXpR0S+RocKHUYoPyQKIlSkCIMQFWkDmiiB/b7Xr6BnaJgnd/fzsSuX87OHtnPmktnUJyLufO4Q/3rlKv7w2E7a21rpqLf45d8P8JHXr+ChFw9h52o5e0ENP3nkIO9/wwo27e5mJBAsa2skKg3HcJSgr+gThBov8EmHRm9+rORhSUkxkPSVy5RCk7XzZYk37tFYk0YISYRmWUcz33vveWgRkXOTlJUgsDzueGoP/3tnL2uXzOHfr5mL9kJQmkhF2I5DXSJJfmAAsim2HDrO1/64D+3WYIuQmiy8sKuHZ3b1EUUlPn/javZ2j3ByVPK+K5fRlLVpqcnQmFXMylQRaY0XaZyExNJlHntxH5tSDuiQnsEiCSfFhDYriGLZ54+PH8SxDd/7ZH+BRMIhEJqiEkgZQaBQkbEXRdg896t9vPHM2dxwRRVv/sQ+/vLCEAlZRuvKamPqIjKQTmRUg8OIluXVnPPhJTjVcXDWIg5Oms1/7mKJm+MNb8/y2VtOcPKQzyUfm41bbVasTN44FjpSSEcwfsLlpd8fYrwvZGDXAL/60rnU13hc/cGX2b91EKktot4xZBgiIovqlGbVwmref0MHVkLwsW8cIdu5GOwy235wnAvmJEimPBQJEwTM7c2erYfYNKS5fEUOJ6mQURJEADggi5zar3lqzx4u/K+lCBdUEPHMz/by8TevYmF7mff+dzcz1tXRtNymb9cYm39zgp9/biXDIxFf/O0u2pefRdXcCB0FoFw0inxfxMZvb2XssIcjI4olh4+9ZT7nn5vjLR/fRPeTAiETDI9O8OYrl/Kvn6vhI1/YxYJyI/d/bz9dWwPOeX8nVipEWhrbTrHnyUOMPJ3nL7es51u/Osam33Wx6qZattzaxS8/v46+nn6+edtR2jZkybTZKA+UtIiCCLTi2MY+Xvz1ccJyEuyykaLRiua5aWrmZ1BKcXTTADNLKR766bl86IsvctsndzJvQxYhA+af3UH9IhelAyQW2+85gr0v4JsfWsqXv78Xp9Hl8D1dXDavipp6iYiSKBmaFX1kMYLib7fs48LPr6CmMzlVIQiNVgIRB3livyC0QkxbsAspYr9sJ56wVibZaOIKcFpwi5W7tRIIqzJ/UqHtWxiZbo2InUy1skHGjWPjmzstTsYbFpUxAF1ZPQHOpPQSogLnTkZtKrCIMYeL+5mVkrrSsp4M0ALE1GeaROS1hZFcMglERxKjFk683+n37fSEa8UN/fg5peIKKZqSiapYPFRUzCsJ2FC0/jFpVLY/ea7NNsysnjTqGChUGCCENLCbCom8wGithUZ/SwWgAyCIUIEx2dOVyl1FxpUzjGJBco09MDLOYzu7+Jcrz+LXT+xg3swm5tQm+eWTB/ngVet58Lk91NTUsmF2lh/dv5X3v/5snth+lLJ0eOPyJr59zy7e/dqVbD/YzcmJgJsvXsBQYYJmx9Bk7910mO88cphS2QERIfHQ2iUSkqpcmidfOMKzWw4DyvhNawvHKnHpWbP51/M7CC0biSYhNFK6OJaDEAGRTGC7WbSAhCWpsZJEaXMa7fh/CUTSDNacv3wBHwkkf3mhj3dcsoSmqoCtJwLue+EE//H6xSybUcutTyvqqnNcvbadLODhE5V9lDbOhx4KS6YQTpLVC1tpqTceIZv39XG0P08CC1u6uE6KNfPrSCVtEIIJr4f+kQCFwBYBPkmEDoj8EMsWoKA87tI5I83KpVXI0GPpzEa+/m9zKAemNyTjuRZkCBjfaK0jXOnyoS9uZ//jAyx7Qx0TvUWmfOkjRo5oll3SyPtumsHi+Qlu/vd9PPZ1wTnv7MRK+yhlJMJRPolaG+FInvvBPuZoxYzWLNbMNs47M0V1RvDOaxoJPIcTvQXe87ElXLiuTDZXT3VNGg3kiyEHj4wwty2iOOpTGB+hpTbHT767grJfIO8pU9pj095s891fHuW3D3r87Dur8f0JxkohtpYoqWlrzvHMMyNc8+878YY1bqPD0MExvGHB+WdkICqhIggGbKKCy6mdfcxrreGm6zq4/+99jJws8fdv72XuOU0svKwWmQRhS/Y+dIhZQZav/qCTCoFj7ux66uvSPPDjhfiBhevAnY/2UPQdVi1OccbyBr7wn4t50/NZ3vXJQxycm2Tpta3kB8bp3jLO9nvHuWBhDa+9qIZv/Tyke0+B1MMRjXVpXndRI888N8FQdxdbfj9IsqGMCiCZTTDnvFb8cp5nvtvLv1xZw6xWG0tXoaRA64hf3HESv7uaqqxmntKcd24NZ6+r4Yqza3jsZY/kdigXSjz3XJ7XfGYVuZkGgj2xaYSPXLGA975pJt//2REOPtZL2CP48C2LmDvLQUUV2RuoyVp092nuvfox8t2Cmo4AFYRo5SKkcTlUoTUZ2CajcHS6PhIohGUg28nhJ0QcdOMqY/L1hsKvo4oplZgWuOMVfFTZbgSxiVEl2JoALScRNmIrislAquMKffJR2ffpwbxSiujJfU++fNprKo/4NSJOZJjKodLPqLxPE00dy2TVVflbTFZx0hbG92gyGRg0QItKYtOTiWQqEVW2NV3oteIXMn2BWdmXAIwGF9Iy6r6+JFARQsfWzUqjQ4EKNJGvIYqTfiTRoTR9n1ATRRD4ChXGPaBIgdLYj+0d5MNvWMOtj21jwcxGZtUk+Plje/nn1y/ijqe20VBVz/rZ9fzwof38y+vW8vT2I3hCcO2adv73/m289/JlbDl8hJOjiveet4Cv372Vf7tqNTonCLVi09Eh+sY8XndWB43VCawY5z0xOMZjL/eyZHaWMxbWECiBUJJiWOah5w/z7KZTvPecWaRdw5lyXLCksaOypINNiCUclHJBOqQnv6LTOV+2k2IshPqkxZkdDfzgzkP0jvpcsHgmP3voKZQXMbezhVD56MghEg7HRiZICQlRiCWgHBZpTBpZASVsEIqXDw6RPmEbWeS+EKSFlZBEFBkfL7LrxBiuazxExsaLSGFM7IUwImdaGdihNGjzzE9eZnDTEIXLZxP4UCj6FL0y2nZIKj8u72PoSrtEYciKJfXUV7m8tKMHYXmUhzUbv7mDwc2jYCfRKKRWFIrw/R/1kIoK/Ne/LeK7ny3zjn8/wCP/2Ye0jEWvjBuPTksDq9/aydiJUT74n2s4b0Ma3w9pqHcRJPnSvy1B2pIH/36EztYkHhk+9cWdjI5LjvUFnBwSTIz5CCvLG2fUMrFtBCIPITQ/+c3zPLTRiFWmEgl+9u0zcVWAFfkEyuPXf97OHX+bwHGNBef3v3IGwi1hWUVKgyWe/+VhTm4aoyYlmNNRw7337KI0McTDX9/KzA01DHSP88ELZyHQ/PHe48ztTHP9hgS33r6Nwsg81r6tDXRE5Dkc6y7y41t7UDIg9EPe+WbJGSscfvy7fgqeh2uHHDgqWL1SI6Tm8U29HPtIwNc+NYvl8yXde0fp2FDPU987RLK/wEzX5abrW+nuDgnKJWbKEi//web8DQ3UZOFUj8fiWQ7O9sOUsbG1pHtigsEdRRZd00Dka264ZjHz50QcPlggk7OYM6uB7buG+Of3LGTZvCp0GILUSJ3gy584h/8WHra0GBoucN51zzOws0CuPUvXtn7GDwle+5Vantt5klCNEJyoZWDC4cKbnjHBW2OqiCDirt+tpqk2Q6EYsf+JburmzsDOxWGqLBC2mmzMno67T5dbiINYYJR6jX92JbCpyYAIcRISUQyd6lf8/4rAreXU7wTTnhfTICOmKpDT2gJTbMjpqcDE9EqCm/zNK17wj494dHqy32ISCP8HLMVUvI/JCKY3OXUOTE6ME25MtpGWWXCKuB9T6akw7bzrGBqc9kGnKp7TDj5OSDqGqSWgNKEfmoSszN9ahxCEKD+C0CQsHZnji0KNCkzSUKEiCjRamapLx5/D/sy1q7jl7pdYNHcGc+oT/OaxXfzb1Wfyl6d2UFdbxZlz6vjRo9v40JUb+PvLh/Esh2vXzOKW+zbz/ivWsnnXKU6VbN517ky+du9Objx/JUtbaykUC1jKwsHFsjJcfeYMNrQlkBi3wXu2HuK+ZxSLZjfz0YtmUsBUDQO+4pktJ5BWCkdYqEjzw6f3c6DHw5UC23YIFUhLc6xvmGzSYeeRXj51j8mUlcpRRZqVc7Ncu6KJouezqbfAtq5RMlVV3PdCN0OFAjv2F5jbWc/dLx1j/fwWEo7F8Z5BPvrdYyQSVaBtIq1pzCg+9451zK7JAj7KL7Fk9mw661OUVMQZiyxqq1wWtlXz9ssXsWj+BMorEuFiyZCe4QIj4/HXLYxejdASlGDjz3czz8vyxR+vYvX8JG5G89tvrmHzgTyX3/Qs/nhy8p6BEGwLpMVvv7GQ89eneMO7t9C0fhahP4Y+4fLgr84iKSVhZCisjiXAFliWAjzOXlvPE7dvQIYO5VAh7RDHckkmNP/6pd3senyARVe08v4v7CCVSWKHZf78ozXU5RRXvvNJQquOyPf59S3zKIfj9AwME+DSWGPR2pBAWjbjhTGe/+UOcrOqSNoaT4W8/ab1vOla2/SxbGiuz+BrH2UZ0ucN1yzjkkstJB5CaubOTNB7UmM7KXbcf4SGoua3vzkDx/WprQ248oqlLFviMzQW8h/fPMBor821X2ng+Kkx7n92hLNXz+Br/7mcuW0+H/rfHjpXNpOdHXH8xR7+9c3LufhsC9930JFi8cIM1bU2N9+4iCDWFNJaMaMthxCaX9+yjvKYRqiId1/fxge+cYoDs2sJjo/z8J/OpaMlQ8IRBFHIw3+8Aq9c5uK3b2P9wmpA8b6b5/Oem5eiiLDjlewDT3Tzns/uY85FDSiRxLEdHnriJG/64Mucs2ERT/+hlvFyinf/504aaiReWbJhbROf//AcvvLdl9i4U5OybcJikaGohjUzXfyCx7a/nmLD6mpWLkryha/38qvvXM7DD3az/fAo6bRGKdcEdw1SaprrU2SsgLe/vood+0/x7A89zvmXRQjXM0HJM9ppU2E4Fv47rVFbCYyxr8W0gC8tazKYVqoAHYWTc1GTmxDTg3McGHU4ucep9beK9xBXOLwyRVS2OS2YVpCueLVvqgCTYETsx3O68MW0euUVfYaKje/0BvWrPl65vdMKnFerUCrHKiaTCmgs+3StPT1t39OTso6YbN5PwXMaYlq2SSAKFcQVnY7QUYgKQ0QYoYKIoFyOqz0d9zxiWCvURIGCyDAuhYilpCywv3r7RpbObmd+vc2vHtvLBy5fw8Mv76K6pooLF7Txw0de5r1XrOGFPceYUPCm9a387z3beNsFi9l97BQnJjzef/E8/vuOzVx77gLG8qNs7tKsac2gLFOQah0Q6pAJUiS0QAooCwehfSLlEwCe1nhCUwo9tDR+HNoSlLyQp7fu48hQEseWCGHG9gUSL4pwXYfe/iKjoyemKjsBQaQoBzmuWdsGfsjTu47yt839pHI58oUit98/RF1jilLB5/7HDtBWm0DLkHQiybmrGjhyUrPz8DBrV9ayflaOlGU4QkJptExy/vp2Dh88zvPbRkimXTxPc/ejh3HsACuZQzrghyN86LpV9A6UeH5ocPIilsKUiZEnKA2XaWqtY+3iBG2NNo5MM39mkULJYu6MHMsXJVDKwoqTyNHeCV7aVuHop5HJJIsvns1A9z6CQDJaiHDQtDWnWDE7zZ5D/QwPQYTg0Y0T2JaNY0ekbcW6VbXkPZ8tOwokAkk5NCwcIRMkkpKGnE91dRon6VJbHfHR9yxj4YIafv/nY0gZsWR2M7f/+EIsLBwpiWRApARHD/VyyXtOIhKQtiVJafPV723jtw8VsBKCmnSCB39/Dq4tcXSIEIqf3rqDn/yxhHCg2tHc+evzcSwJOCAEobIZykd0tCdxBRztKVJXk2bdyiyf/2aZC9a3s2ZZlk9+9QUmTo7zcO8Bfn5rhve+fS13PPwYL9/ezbkfacdJJejqGWPHzhAdRlhCsGuXxtcWmSQmsCgFTgakYOGsGvpODXD8ZInATjE06BuznyjCETlqc0keeeo4dzxwisAXXPCaVt7yuiZqMwE3XFlD30CRb/58N77vokKPdDbJJz4wn6TWSEsT+QpBEY0i8CUqqqEcmmlwKyE5eFhxzA0p+ZKqWkmgfA4cGWfzNpeEGxgqqPAYPDpCsexy6uU83/nGAgpjZTZuGed977ZprPX4xmfmkktDqRiRSEps1yLEJSHN5PjXPnMG99y9jY/8cAx/LMSpCQymX4muwgTqSTBo+spbaybVIV7xiISaFhCZgsK0mbcysbWiLCFOyx8V2aTTH5X+TEz/q0Blepotd+WYX/nQJjhOrxqm66NND+LmlxVGmoirIR23H0RcQVUyU+WPV6lmxCv+rmzuH5JHDNcJTksgytexYGKshcVU32gSFtSgQ2ESfeWc6UqVZMRnTT/LSPFMwoqRjuEobeAtZaAprSJUGKIjQ1s2f0cIZSoTrSAKNGEYYW9YvogZ2YhfPXmA91+xnMe2HUS4LucvaOK7j+zkvZcuZ+fhPvoLFm/d0M7/3r+DN1+4lO6eIXb0DPLBC5by5bue4cpzlxKUyjy25xRfXTmLQEck0YbGqzWOJcggSMb4nGXboDXSskli2HwlJI4TIbSH0CmUVuRyKb7/wTcwMD6OsiwyThJfG73+L966mX094DopvnDzcjrrXfPhlCkNm7IpMlJSEpp3XLGcN14c4QuHZ3Yd55Y/7eeq1yzhqg31lIGcFPzuod20tM7k01cu4U/PHWX7/uO84YwVvGlBA32FURwi0Amjl+/DrJYaautLPPZcN2+4aB4zW9OIyGHznj5e2NLN9ZctoSZhE0Ulw7ohXl1IjQoVoa8444Z5PPzzIzz0xuM8cutrWLnU56Nf2cHfnihzw3WLuf07CygHhm+fTqX44wP7eesHDoOwESLApoTvFZm9oZNN+3u55iMvUCzZrJ7byMa/ruXuR3r5zNdPkG5MgpBYQjExFHD1hQ3c/YtGfnzbXj7xrS6SGahva2TNVe088cPN/PjfV3HTVVVMeIKU66KDMmetrWfngT7Combx/CR33Lufz/6gi3kzs/zqm6vYt3+Yj31pFwU/Qc3COjJNZVSXMWr68IfW8M6bJVoIHMuho9FFWRahiEgmXD508xquv1phiRAhYHanw6YeSRSUWXLpPLbdd4yrbnqWb39+La31mus/sJlrL53Dtz89n9dfUsNVb5iJ5/vMn13Hj7/TTCKVZOWcBACf/rcFvP7dO+nf08Tsc1u47/Y+Lj5rJlqUKQeCGifCES55XyGFTSYV8KVvHaO1s8TFZ6X5zm+P8uhTZTKZkEJecP6/LsWpjei2ApCSHVsH+f1jATJlkciOceWFVVz3+hmsXVrHT/+wg29/P0/j6hZkKmR07yjve3MCZWu0kmivjCIR49YTEJTQkU/klbhwTRVf/cQyXNuwdFIpl2zK5pffvojh8QCpNbmczc9uPcbX/nSMVFOG125o5vWX1tLfO4ofWCglGS4IznvrFl5/TgNvvraG7/34BFsO+di2Y1i0CFwpKYQhc89rxUoHRJ6MMXR/KlCeFiRf2cjV//A7kxjCyQAr4uBcceFUOmYDVlb103KS0YuSnMZAmjyG03sZQkSvIJr8X49Xga30Pyapf2B6MT3BqMn3VZLXaclKqFe+dRKKqwR7cfrhxz9M9TVMjIjPdpxXJpMLUGmiG7mSStI1VuNqEvLS0xJpPGemVEyQMEnB2GZIpgaiRcxanKpOVBRPx0cRhAoiFVcnglxVA3aznec3T3Rx/fmLeHzTTkZVmsvmZPnBg7u49pxONm45wbG84oZVGf77zq28YcNcdu07wN7xJNctr+OLf3mJC1bP4cTxLl7uUrz1nFbKZY+qVMIMQAmJsCSbDg0zNDKK0klcCXtO5XETFl0DBe7fN4IfhmipGfMDSkEaO20RRWYx2JS0SJNES0nadQgQvHhskOO9BbLZJIVCiUd3nODjVy/D8j2ESFHjgJkn17iu4LZHt7Lp0AR2wma0LLAci6c2HWbv7t14WvOWS1YihYub9I31U2ihtEvoayZQKNtFYEHMVZdacf7sdopeyBMv9nL02ChD/YNI7TIwFpBOJbl8dSttaRcdGfl7oY1TmHAVOvAJSlA7J03t4iTVuVpWLkhgWw7f+9I6LnvHC/hlc+F8/HPP8sKOkL/demHcRIz58FKicIiCCMuF9f/Uil+sJ99b4Jkfn+TFzWO8/ZoOvverXprP7WDR65IMHvJ4/Mc93PSmOZS8Irf9+ThLr5jHwkvTOJkIyyrRMDfHz393mAceg77RgG9+chXZlGLtddvwR2w+9+mZ1GUT/P6+k+w/5ZD3IlRoMzIKW7okq6/uYMUFVex/8jBEAltonnrqIE9ul9iiiFBJhIrYcmCCIydtPvAfz2C7Ai0TWASQSPFfH1yGdHyiSOIkkyy8rJWR3RNc8poadh4dYWA0w4LOHD09I1x4dgdnLa8l9ANuumYO4/kyo4UxTp6cYNO2iPPXtXDd+cd59LGDzDmjhqb6am54w1ye2LiXvV0Fzr9gAS4FHnjqBNXVGa69Yhm33X2SwREzW1JTk+Sma2v47Idmct2Hd1AshWSqHAItENozkhN+nkgk0dRSXZPifTdkKRUL3PFANxs21HB0osjyK7NsP1kyaq1BEA8oWGjtU/JDzl7Xwi+/k6a1KYtwUxztCfjNHUdJOCmQBYgcokghZMR1r+2godbm1juOsmlPiTC0KR0b57M/P9sYqmkHW0REwiYMJb0nBW+4YgaXnFXD3r3jtM/VWMJGqgjLEYxOCO59bIC2ZVmULptrNpjWa6jMXkzG8QqEMz1QRpOBVkxWHDqOsZXKIQag4gHRSnIxIq6K09KAmJ40pgXwaZVHvJN/7F1M0tOnH+SrJYZXee+r9TUmG/kV2Mj8LF752kqvSE9+WNBq6hBPK3TM85U+ekU+SYu4Iqg0xCf7T/H5j5OUircv4iFks00T8yrMKXMaRKWAMglcSIS0kUIbJWXbwdNmDkXH1U8YgQo1OtQGeglBh8oMGYYKjcXsRcuxf/L0Cd52bjubdu6nEGW5cGGWnz99iDdt6OBw1wmOlzJcvaqeX248zmtXNTLU18f+YYe3rKvm188d5+LVbfjlMbacgLef1c7tL/XQ1NhMc0JgSUFrrUYHil/ds9cUwJEEQmxHkkom2Lanh81bjyKkRmMhdIDWNgvb0xj3zIgAm3zo4wpF4Np4wB3PHmHcF/zLtbN5astRHnuphzes62BDezVgmN2CEI1NwkqBsEjW5ihHkiOHRxBWRP94QFNLLelIYVsWSk2QdprMdyxVzNUXZjhO2ubrlQKki0ISAAQWWpdZsLiaBQ0JNA7P7B6jp69ohqumX5PCCJsRe8GjPUZPWHS9NM7HPjofO2Uz2D+OjeI331jFn//SD0hODCXZ0xUQVAa1SE4u2LSOMcpQoVSI5aao67Sp6uzmp3/u5Q/fXsS739TON+/uY945s9n3bBfnLU1x7WUN/OHOwxwYdrnsrAxuWqKUIAgiVlwxi4e+c4yGPp+6dECyQtN0FFdem+VT75/Pll19PLcrZNFZLZSOlVECtAzJVlksPK8eOxeghYsmQNiSux4ZZvOBan71jWVY5PHLIW+9YR5WwmZiuABSkc1YPPrwcb7wkyHed4PCEi5CK1RYonvHIItn17N0foav/eAglAMWL07S1VvkE185yv/88ChDI4rhiYBCKaAcKIKCRdvMDLd8Yja9AxE1rTVoaeaEfD/CEhZZx0EqI4mTshIkLGnmKiKL4aESUWTRUiNon1FNc5tDKYrIKDNgJSKNCOC8dS18fMIhDCXnnZnD1hYecNcDXbz+spm86+o5nP/Wp9l0b4QrLIwct1lxKhUaFqknaaiu5px1Npmkgy00O/blufvOIXBsE0y1msS053c0sWhexEc+exxswbKr5jCw9Th+WfHMtmHaG4QxXYvplx+6uZ1rLmqmp3+Uq69o48NtTfh+QN9gEdeBEz1jPPncCcZO+VR3plEqjOGKCmzyf6zuT4ODiBu/0+xYKyv16at0KeIme3wRVxru0ZSaxNSq/JWP6VJB02E088erIVeTsM//gTKd/sOrPTn1WfT0J+KAfHqbxOzEKJqLyXvUqOsydR5E5RyY4F4x9jMvMTBSJeNW+hpT/Y9KMp/qRwnLJCmTlGOkw/BQzWZjZqaIbcUlRgbQkgJCjZ3OYgNlbTx/iLSB66MK1GWuI0KF74ekqrO0zerE/sBFs3hydzflKMl5C7P84bkurlw3m70nR+jOO1y9vIo/PH+Mi9a0cqp/jMNDZa5bO5PfbTzGhoVN5Is+W4+XuPmcNv7y3BGWdDaxvDVFFIZYwI0XLmLl4lZKHox7AelkElsInjvcxx8fPMZ561q4al0tSlg40ujo2wLmttZi4WG0fMBSiqK0SWJx3+Zj/H3TAOuXzeT69TNpzjp8/pdb+el9u1nw3g00WnbcN9AgQiJpc/VZc3lfdRV3b+vm5R29ODJNFAZcsr6DN8yvZ6DkMzrmsWZxMr42KtlfG/8A2zHyjNoEAEGABjwRABZ79o/TfdxCCugb8+KJWSYvlsrKSwppgqJSoCR7Hu+ms6qK152X5MCxAi6KL/zvHm56yxKUg5lQ1QFSlswFJjVmVmJqdaZChfJErORZAm2x6IIm7vx5D48+28qnPjiHR599nLu+foKs1Hzj50sYG83zP9/dw6wzOknWaQIvgCiBsBSBHyGDIrd+60zWrLRJJwR3/K0Pb8Llza+bRX6sxAc/u4UhL0tiLKJUxkBqkU3o20bRNgFRAK52EYTYSYeS8tm4Kc/Cdosbr23lvkePsH2/5J03diKtEr//6zD7ulzsnAZbx+dZUB5THH5hgi+8cw6WLHP/I304tdWsXlrDHXeNcmhA8q7zM2RsHy0zSBFiaYmUNmjJbffu5NEdSa75bAu9PYcROod0Yayk6Orx8QQ4AnoG80RRHZbtIOwkXSOCsYkSi+cKli2rZc++El39FotmpJkojCKExPcVGzY0sGRlNVoLcklFqeTzqa/v5a4n+rl8fSfVN2f4zAfnccOH9lLXXD3JOtUxhKO1jZuyeOSZw7z5o7s5d+1sHvjZCq67rJ133DgDKW3TRtYShIcG1q/IkE44PPjHNTz17AA//ls/dsrmP7++kyXLqvjiRzoQIkBSIpmQnL+qge37R7jxgy9RnUvwwO8aeO75Q7znU0dJZJP4vmJcNbF8ZjVRUEL5Eo0CEcaLvldARCYynobXT6fqTgulp1UelQA5GRjjBFKxY52+j8lkMPXD5P9ay6niaLKZPG3flTbGqzTTXzVZxO+fnmPE9E/xaplm8pToV3lKT0J2Qhp510rjH2Em2CvFFNMSp0kTUzDUq8JyMRx+Gu0gqlCKzbmVVoxSVKq12EeEKD42S5oEoeKBQaWwhI1rJ8CN0CXfNM4DFUNXcTUSGdrznEWLyFXlsB/fcRxP5bh4eR1/fPYgl6ydTW/fCF0jkitX1/P7jXs4a+lsvIlxjvRr3nh2B396dg8rF88mHXlsPDjEW85fxh3P72RmWyNtNXCgd4KFDVkiFPWOy3mzGgHomRglm6vBBsZK4wS+oq0hx+WLWhjIj1CbrSWKlbMUmnJB4hAisLClRuqAB7cc5ZY7dtHamOEj1ywlKW2uWNrK9nP7+OPjR/nWPTv5/DVLyMgEloYIG1sA2HQVfH7/xDGknULKiDCM+Plft7Pgn8/C0QGFks2MWifmeVRkEAxjwbESKIzXhyCKtwnCSaOjgHUrZzCvIYcXlXh61xCnThXMlwOxDETs7i4UFhFW6FMaKdG7u5+vf+AMxiY8nt9S4I2vbeCFXQX++i+buGz9LIS0KIcazzPikGYlkZy8GY1xmEYFhjFhpv/L1HfUUjNvnE9/Yz/P37GeX39jPde95zk++bFzOXNlFR/41IscLztcfm4VoW843Vobnapkzifd4HLLL3ZyxXkWgyOCl7aVWLlMcdcDh3j+hZBASdbOjdD+EDVzbHbvPs5AX4EMAYPHfFpzwtjCYiOERcIS9B8a4QtfGGbdmVkuf209P/79fh76S5mzz67Disb4xBdeBFVNojGmCkqFkBZecQJRVKxYkAMEl5xRxYJ5CVrr4KkXh+lsT/Pljy5BMEGpYIGM0NrCIqK+IctdDyZ4eHsXTsZFlVIMDg3w2S8+zgWvWcynPrqQ7/zweYplzSc+up5nXzjCp//7afYfLjCWdzjVX+TCc2czoz3NLT/aR6bOItMoGB1zgRAn4/CT3+zgUz8YIgoneP/bFvLVj8/nhX0FytVZHtjUy6adnVz7+nYu/cthtuz1sW1BGJiQokKBEB7SUpSDNOV8htFCmkgo3FRIW22WIJggYWvcRBKtHZSGtOvi2D5zmgN21hqL3TPfvoIn/7CLTj+FLUIUKbROEIURjzx5lC01PulsyPzZVWQSEt8LmdGWxMlmsITH8LDP/scOsuTKWXEgiuLxh2naU9Oj52TcrATLf4x1MLUCf0VInoqHgpiqHgfcSehnelu+sr/YN6PSa9DxTfCKQ/t/2w7RU8c9CbsR36PTM8303PX/9JgquaZ2EVdZWk9iVOY86Epciff9D1XRFBtoihigp87L5KmqwITEC8vK7vXU0GOF4FChUweaWF0FFUNYOjTVhVEHkDiWA4kUYalMqExsEApkaBGGmqYZM1i6YgU6X8QuOlkumJvjjxuPcsnaDkaHJzgw6nHdupn88Zm9nLd8LpFX4IXjRW44s5O7n9nP2rlzqVYeDx8c4p3nLuHOZ3fSMbuNWUm4b0svZy+ej6WMGJ4Wxhcg0Ip80SedhVBAGAqELBGpCAuJg8vAyAg1tbWoSGFJiaMjKk20YpTgl4/t5I7nTtLWXM3H37aBhQ1pSsowaf7lmpVMlELuffIYKpJ89PXzaU8nAAsJZBPw5TufpXc04PJzO3j0qVNcftFsDh3p5ra/7eHi9W1oK0l1fTJuJxkZhlCZYzHzKxIn/tInfMX3H3yWZ3aPEqosG1/Yy9ZUGq0cxgsTyLhkDWN9osrFqSyNqwUJFCIUSMthqF/xo98co62j0Xy5lk3eSyAsc+G96bJGVi0Kqa8SmKnX0mQ5rFGTEk9KCTQRhBFKe6y7spHHf3CKD31xJ9/74mI2/vVSmhqT/PDX2/nJHd2cceOZOLmI0PfiFVuEKoPlOGTaXMaKKa6/Zi5SwieTKbBCUAIv9Em5Lkbiz8i6jxVCNqyq567Hhtm7u0Drsga0SKFkkVAbBeP/+cISLji7ilzKJetafPezZ9L3YcXyRSmkSvH0g+ejIp9PfOkYXtFCCwsVlbDdaurnF3jvp1/iG/+2nC9+dgOlYsjRriGe2DLKzPY6bGHzjR/u4xf3jOMkk2glaM0J7vzZORCaad4gVJzcNcoVFzZz1RuaqW9wiIKAs85eRBhEKF8wZ0Y92dc10FfqYvehUXbvK3PjVY14ZcWDfx8m29BO4HnoSCO1ccMr+jZubTVOJkfes9DKJyESzFiWpf/wOD+57TC//PpKrr+sjcNd/bgJjR+C0pahUYKpLnQA4TBEDaSSNnf/7RTPbB7jE++fzwN/P8ijL4ak00nCwOPOH57F/Dllzrh+Jzppsfx1s0g1a9K1CSxlZj0qcF1DbYJ3vH026ZTksx8RaGGRECFXXzGf113UaQZcXYs//WUXH/iux5yzHdzqCZAa7TtIK171T19pvxLOqQTISlO5wm6K9ORzlRqkcl1PVgfTg2IcEaczt6Yia6X6OC1in34McQCdKkF4VejqtP2/sm467devfOM/7ncyCQgmtbqMn1J8yJFpYle8zYVgGjdA/8PuzfmrJG1r2gcQpxVp0ordDTHM1kmoMH65qpx7HYGSMY03xHEso8eFQk6TbREao69nO1jJJJ7jEBSL5lCUQCoz+Ng6q4PQ9w30f8WCJL996gQXrVtAX/9JDgxbXLeyjd8/u59zly4gKgzxwimPt5zZzh+fO8jyefNIqx4ePaB519lzuOOF/XTOnUVHYpw7d0zwlvM6qEpJtJWYLC1NZaWRgYc7eaFowIgcSqAum+N4dxe+ZZPNZo2boNBIkeTxvSf4/n172Xsq4KINHXzwtQuYUVuN0pAURm3SkZrP3riO5vpd/Omxg+w9McZ/Xr+C13RUIZDct/UUD20e55PvWU9GuTzw2ClmNmb54IVncWpohLuf76apLsu85gxe5Bv5BiFQwkLYiUl3EB1r3KgoxI9c5rc1csbiHJmkRWO1TUtDlmd29XP330+itQG6ypGDkMZExxIJbDzS2limdq5p5Of37+VUV5kv/vtstDDbTzngewFDwx7XXN6BJc2KcXREgHAQSiCUQuGYuSA/RGuDhaIdCv2arm3DlAKPZ7aO0tNdpnNWFaiAsQlJLmOxZ+MBAr+JliU1uLkykWcGItEKoT2S6RQNdUl++Yc9PPa8xnWMmuj020ijCAK4aF0L7795Bq4Ve0wDaB9UAokRUzx8qIAtJbNnuiydnWTH/iKHTnnMnlmHkB4vbhlERoJCOYq9aBRa2GgVsub6FnY+lOCtH9uP54e848YOkgWbzlaXsm/0uwaGQgaias68pI2Bkx7HtvQaH2rLrLQiL0Iohxd2jhN4Q1x63kxam1Lc/tddlMqalfM3sHnrMPc9OcKOA2OgJc9vG+PGq1q59+9H2d3tk0kP8OzPPGatTWALaSDNKCLfmzd34OpqFDYQEIWCRefUcedfu6n+/BZ+ed8AM2bWkUkqRoshvpBEUYTSLiVV4qzV9fzqllU0NdcBEaVIUNXQyA3XzOOt1zfz7o9t454niyCq8SOLSEfkdZozXttG45IkfqmMCgyUoYVEKIFrRYwWPN76kRdJJhKEQcjX/msl6xdnkSR4+PFDfP2XQ2QzDj29Jdrm55B2idCXMYQYoeLV/pTIoj49uE/D+s0/pyJ25U8BcZ/TYO7T6g/z52kErrhnoPWk1tYkeiWnrrxKFTGZ1yYriWlbejUI67RdnVbjTG538rnJpytVxLTfTX7MKZMIaZvkoSajchzU/6GfM72X84ofJ+ErHSeiCtmgUpXE8x4xIGH6R5WEWem1RDHyoUErpFRGqghhlLZFZEYDpInNaGFiipYGXrMsspkcwUTRyJ8gULYincpQU1WHEyqkDLB/8Xgv163vZGy8h/39LjdsqOEPLxzizEXtCH+UF7pCbj67kz+9dJyV81tpkHn+dtCwre58+QQdbbV05ALufnmct5/dwVN7Bmira+DMdgtEcvKcWIAKQsZGRrAdB6kEflhECmNJJTW0NzTT1d2NXyyhtZHHFkLzm/tfInRy/Oc7l/Kaea24OmB8dAQZVfw9QMkkSJ+bLpjNrMYqfv/Ifn57/ybO/OClJEXIhlmNfO09Z7J+SStPbzlO2Z8gEQnaUgmaZzRyZ3kvb1jfyrxcipFSHhWWKRVLpERETgqseIWRsyMCP6QpneZDV6wgCEMcx0UIG435onr6xpjVoOiZKPDjHzzNzmMhyzrSNGeS2KFEWRa+0gSBpmNlHa2d1fTffhCpy1gqjaVCOla28OKRXpZf0Y2wNLbloFRo+g12CnQBRS1SBGZqNNAUBgMGjuc5uT9k4sQQsxtcvvTuBbz/5lZyLtx252HOWFvLpz+ynKsun8VPfnuIux7dzd6nq5m1upUZC5Ok6j3AQUW20R0KQx57vp+//MGBVAFCx9ztlZtHCiiX8IMM7785RAllGnkVqqAQQIiU8Os/TkB4ki9/bgklP+LT/3uAg/sk56xrxtVFPvmlQyhdg5VNkEj4RGUjEKi1xBv1GO0psWJxigvOrGNorIDjpLjjV+fwk5/uJgyMVLzX7fPyw6co5R2yoTTeBki0TjLeV8bv9fnkhxazaoEm25yjKmPxrhvmEIaCqhrJWWc20DYrx8S4z/v/ay9L56UByba9Y7huit9+czWf/PpOurZB0oKJwOPGa2eyaqWLwqGjNYcUEiWS+GVomGFTPz/FLXeOQJgml0yRSrgMDCk8kSKK5em1kjTUu5y1roFMMgM4JG2bPdsGuelfX+a+X6zntu+fwbnXPc/2vUZ7ydEOlh0h05ogLMW6hFEc7iLj6jgeMpzXPP28A1GJt7+5jVXz6vjr/QcIwlpee0En3/jlKR56eIza+W2svaIZLSfQoW0CGAoRM3y0MnMRmmm9D13JJ+L0IDm50IirDaEn2aRaR5OBdyqBvGKlPwnPTFvJa4y6M3FiEK9IakyP7ZW+zLQcoMXUdTvZtpkueXL6MRmKb+W94WnH9cokWtlsRVJEiMk/OO3AJnfxanpWpx89cYCv9JoqMODktisUZGH6oJXzUmGBaa0N/ISp+lQUmcWvMvMsRqZWGfRLGz1nEc++WMIikUyRSmcohRNIjMZeXWMD1dU1RFFAJDT2jWfPomtwgt39Zd6yYSZ/ev4IG+Y1IfyIp46M8bYzZ/CXl47T2VZNnZT8fWcf73jNHB7Z1kVLfY4ZTSnu2XSUt563kKd29WA5FstaawmFxiVCY4EWWJbF7FmzCCODs585p473XD6L165oACASmlTCZW5HB0FoJlVtx8aWFl/55ytJZRLUWQrfj4ikZZo+cblcuXRCK4sWguvXVnHxsnYKhRKuAIVkUXsdC9pDPBVw1oImvvTOlZyzoBYFhFh86s3n4To2LhFOJsvlKzqpcZK8Zl4LAhX7jmjedO48VsxpZUFTjqSl0JZFECoiHaIwq6XXr5vLxSs6kbpMMlrCTa+xWTirlsYUeIFG6STD5QyB52HZBZw6jXSkWdxYigCHusYMbSvaGR6IkMrm6NYJxGgeFSmyaZ90Og1WhK00RAFeHrb/9SRu2eeK9fVc//41vPb8ZhJpyZbtvfzXNw/x4PNDzOzI8oV/nsvNb5rND76yjo+8dx5/uuMAf7jnJJt22Ky/bgbpdhet4ul1YXH1xQ001pZx7JTBdE/DrwVBkOaMZS5gm6pTR8bDxPPNrAMapRWZJsEXPjyPf3/3fH56214OnpJQncERxkI5nU0SSYt0IiRpQVk5EEFQLrPj4ZPMSdncdst6Ome5XPPBF+nt1tzy5cU40qLsCa67aj6dc0fRlkSENjWZNI1VhnYodBnwkCmL3911iCdbcyyeM8bCOYI7Hx2ivbWFYqmLl17oZ8dJQVAu8F8fmsc73jybUIW88/pOhvtLnLsmS1Ot4OhxSGiXBGBlJXUN9RC51NYmSWccLHyEdunaJZg4OUSVa+G4ATdcOhNQHDsVIh0BogyRTVUuy5MvHOfq977IBesW8cjvlhJEkurFtWzcP84HP7ebOTM9LJWnoT5JTY2FEgqrIjfhG8l+pWOwVUtGCiWu++eXGB23SOZ8Pvaumfz3x+ZysqvIx792hBCLM9aey0O3XsQXvv0yv7n7FIdfilh0UR1KF6lYFRi84/QIGGteT0sEkxfEZDAUEM8zVAYNYcq+mtPfM232woTPuNEup6FSGATgtEqiksSYBiVV9vNKStYrgzhMsn1Pe9H0iibeubnup1feU5uZXgUJaf1DjwJhTfUvJvdfETuMt1Jpb1QqrsltxLLyCir9IaUqsytxzzMy1cXpiF+caOJzEIXR5PnTksm2ltaglI7FFuOqR5vPLrHIpLOUx/JxdWXR0NCAa0lsYaNCH7u7f4g9vZLrzprBX549zLzOdrKWzxMHRrjhvAU88PxuZra20JkNuW97L29+zXwe3dFFoqqKpa0ud206yg2vWcLm3ccJdIrlHRmODQ+ytLkVjTxNkNK2LOzYR2NWTYZPXXsWbvwl6ngFYlmxZHv8UMCMqkT8syThVr62V6lHp84BrQkH82LjC2AWBhYJKWjPuty0fg5oiFBYKLKOsY6MgIyATI1L51kdpoOhNRUryeZcluaFWUIwroTSIunap19WWkBaonFoX5mbEu9EoaXG1hCVI5QXEUUgLYGOBJawsaWN1CFREJKu16TrLMrjEUc3DvHL/1nHWWscJkqauTNSbNkzSj4E23Lo3t3DjJoU9/7sXGY0JFH4PP18H7/88wnu+ns3VlML57ytk5NHPP75Szu49e7jfPBts7nqkmY+9x8b+Pj7i1zyT5s4vs9j6YwUYSRRrottW1z3usW89gKFlDFDZPKGMd+DRpJ0TaUhUIQB+IWAyNfGlMe2UEpx4bo073/rfG67+yD/8c39dKyZyaldE/iBJNIBrU0Ov/r2KhrqBAs609yxr5+StvAKIWoMbvnyGhZ2pPjkV17mnqdHSVeluOSfnmLh7Co+8RHF2uV1LJmTBIxwnLBd0inbJMLImFZpS9PR2cC7r61i3txqDh3O8+gTh5i3MMnl5zZz000r2XNwkHv+NsKN187jt7cf4NmXxvjhV9by42+ezWMvHOPZHXna19SS3xswkS/zqz/u4Wu/HsVNuaxdnOG6y1s5ORJR1+Gz+6kJvvLudfzTVRmUEDTWZ+kfyvPc1n4aZ8xCSombGePXt+2muy+PzNWx7USBi298gX2DIQvOqkcmq/j1nd1csLyRx++8HB2WqKmq5pnnTqK1NCZrnopvfCM14boRStsM41CKPP703dVcfXEzOw+P8p6PvciwTGFJuPp9m/nNt9byjc+cyRnL9vKO/+mmY2U1VtYsBIz2ejgVECcX9nEVoeVkIDKvmba8R8SqulPPTcJbIr7vKzDNtAE8Nbmt04PuZGIRkxuMfcLl5BunJsdfbYr9lf/+xxxz+n089QJV+fcrMwjTEoiYDBOvSCJTmleVh7RiGRZRCfRMJogKWlWRnKnMnGitUdpY1zKtytBKx9+7mCqMRKVNoKmQ/6UQKGmqDy00SiiTONQ0OnDlPyURSuFYLhYWYRDgZtJUZXLYSGQUoQOFvW8wwRvX1fHwS0dZMLedahnx5KES153VxuObj9Dc3srcnOSR3UXedG4nz+88QqamkRUNmrs3D3L9mXPYvOsYBauaM2dK7tvcwzkL5+IKD0GSV6TF0066FYGyTIlsa8mr5YRJl0KmzGP/8YVTFDgljKKljC0vlbCmFjhicl0EKkDFFrnGhsx8i7ayJpOZ2b+KeWGVfZoLXSLNykJPv8inXhMhkDpAC8d80QKEktg6QktNFEZov4jSSXRk4bqKnt4C2/Y7lAOfnCOJAtuIEVoS7UrufvA4ZS9BFPn8/SmXP97Ti13dRDIXklUOLz9R4Ld/7Sap8vzhgT52d0Uka2tYfMUSamfaCMdjUZPDrIULObBlhLd9dhdLfriXd984n4aMZM/xIRYuaSEql3Edn4mizY59RX70ux088lxAylVUmnpaT90Anu9xwfpm/uP98xgugMgK/KJvfCxKHjv25RnNSx7YOMHaNz7L0Z4is1YupnNNRBgo3vOpp5FCcGo8xbMv9jC3LeKB+zx+/NfDVM9aSCqrsLI+n/nyTmbPKfO7h0qsumI+jTPg0KYUpdGQo10eP/vDVv7ydx/HddBRkbpsih99aRVdfQHCdtBhRBSME/lpuk45fPWn+3l2u0ZUZ9nanefqDw2wYVmGG17XwkPP97HppqfZecQnPxHRP/Isr7ugih/d1kWitZmZKyS7BwIue88WCr7Lkovn0DTLZs/mEf7jO0eYt7yFlrkpju0c4OmXj7Ows5Xxkk/PqTx3PTDIsZE0a85xcZKw8Pw6brmzDydps/7KmSg9QdchSev6NDVtgBOy9DUZDu8s8JPfHMR1JeOFY/zx3i4yrQ24SQi9ApblYEuf0dFxdh6ooVTWNC/J0n2gxK139XCqd4jP33IAL9fGuiurECpixxODXPxPz/K+6zvYuu8ETrXBTaLAAUKECuNYKaZW1GgQEVOZI74eKpPNk7hWnDTiW2Nq1mF6kjH35HRR2snfV+ZEqAgznk4TJr7+IlGBoSozE6+AcSobflW46tUm6qe/J76jJzPI9OMU8Y/ToKc4dkwyz4SxdJiCtCp/GZdGWXHnrCQSgcmssZR+GE59DqVUDCNWji1O0mCQnnjbWkyv4VSMNBvPFkubCgZMH0THFYeUOm4vxVFWKYQSOMJCIon8kFxzFZl0GuUFWCLWxvr6PZu0H4wzUnRor0twpGecmuoc1U6JPf0Wa2a4HO+bwElW05Qss2NIsrzNoWdwHE0tzVV58iXB+QubeXjHcc5eWMvFa1eQdRKY5KYmT/Dk4Myrp/3/8/enf+HTSq3TktOrYYqvNog0/XVxGSisf1icnEYgnD68c9qLXk3G7dUfSoRYkUNkmaz/pfv289SRcRIyDRZM9Plse6Sf4hh0LqtlwRn16ERsD6qhOAD7XjxFOW8ueiFtcvUWc1c1kqoDYUf07vE4urMXrVzq26tomZcl1xRPrRpNehCmyS2EpjgS0L2vSPehIgLB3LV1zFyZQ+kAb0yx98khBrtK5JpStC+oBiHR0yAsIQWWbSFkRPfuIUa7JmjoyLHk/A6cqiJhyeXgM32c2j9GTWsD89c2UyzlSeUsqpsdlF1GB5Leg2XD69dwctcIUZhA2CFNM5N0rmpApIoEBYcTu4bxCjBjQTXVs8x5DfIu+58+Qf/REm6unrkbqrGTIVrBWJdH1+5+rESKVZe0UjtHUBgMOPDcEPmhiNr2NO1LaqmflQTLZ/hIxIk9QxRGFHXNVSSrBams9f9q78+epMnS807sd3x3jy0jIzIzcs/89vqquqp6BdBooLsHADkACA45pGTD+Q/mZkwyUUaTdKU7XehGV9KIY5LGJBuZSTYckUOAnCEaSw+JbjR6qe3bc9/XiMjYfD9HF8c9Mr+qahC6V7R515eZsXi4n/Muz/u8z4vruex8csKknzKzUOPBrzRxmgYyTBkcx2B61DvFupyuSU3TTa4tXv74mFEPDMPGsFIa8w73PpzDbeRIkRT9Kmi4T5Y01mS67pRSkMPpZ5KTgy4oFwXUmhXufVXgVEw9jEqahP2MF//uhtFlxsrTgAe/0mIyynj94wHRzZjFB21W3q1gemMdTMmcs1eS060Iv26w8b6HW/VRRjHnQqppofat3SEtTZYoZDAEJjLPy23xVt+EMO44nzsZyNtvKe7AQFoF+W49YepqipMpdbnUnZD7dlRy0aRY7t0S5lGlHIhx+4Xubml1J5v4vC0q7dbnai53r8nn0qU7mZKBMHT9RpgCwyz6NMoMS9y5PmVWUWQWMi1m/EzfThS0YDnNMrQ/sbi1i0xrR6DLlKWbMYxEz7+SOYIEQTGoS+XYloHveJiGiSFDBBkiz7g8PGE8mPDwK++ysbkOMscyDZTMEf+L/8efq/eWavy/fnTB3/21OX6xfY4wqnx1NeC/+csr/qff7vDZbpdxBt+9X+f/+VfX/L1vLrJ9eslOz+Qf/60WbStF5ZDiYpkmyyur+F7A//9x9yG5M4mG//U/e8Yfv47wRIASMcJUREMHmSb4dROstGg2NFEYGMLSKiplqqwAUyIpYAYsDEOSpXpDm44CkZJnevYC0+akckPqLiZDmWSZAMPBdiSKGL0sHfI0Jx6ZuL7ADtJiQxcQltB6ZrbjICyLZATxIMO0JMqYgGloRopyySKBbQOW1Hh9rjQPvjAUAt2Xo4jIYwuklrkwTANlSB3tSkf/LBSKrMQ9QVioBMJhiBPYuFUDRDECWFrEkxw7cPCrFnkeQ66Qsdb7cSsuhidAlKJ5kiwS5PoSYLlCzww3XESqUFmGcIqZ6kIiLAPTtFAZZGlSBMtFVKoUQqUgbJQykGmm4QJhYTh6op3+TKOIjHUUr22rgZLZnXpt6bBzLTGSacNj2QZK5BqiVbq3wDRNPTkuFjiBBWZciOQJ8ijH9j1yUl3QNgW5kliYyExhOGYxQKg016WBKnsQbqEppDZQugGwEPoTep723bBKKV3wN4w7CIMqouJSthym2L4eL6uKe1JO6CsNu0KY6i0PpY26+UWgw9A6e+V8Ej0nPacceFVmENPPULefoScs3XkvISiHZd0+VNGKUprw0kHeCiIapoFhmZhmAbUVDkRPNCydnXZushQtvANXoXSPlz6FWydTzhx5q4nzDrZWwmLT/5ZfAz2PSSgBUmp0RSgsIZBZDCrDc2x838M0c4TMMXPJ1dEJ48GId7/5DRY78xhIfRgg/us/+Zn6v/7ZKf/R9zb57PUJ0nL53qMG/7c/O+A//f59fv7ign6W8PsfLvBP/80+//Db73Bwss+Li5x/8ntLtG2FzFOkZZBlNoHK8aoVlG0VUWWJD5ZhRBlm3N7xLwJSX/740mj/TmIwvYxvh0BvPe9uunl75Hz+U1UR+d/FPN+KA8r18tckTXeLa5joNF8ITKX47GjA5SjWM00MqSM+pQ2CUBqDRGrozJCgDIksYAOhDA2hGYocqRMLtDy8UCVkUMyIp8wAteEXQqsSCCwEBlLkCLsQvZQUcvs6shRCYCgHiUSaOQqBntZdfHejMPKmohzqJvMcKRWmqCOIUCYo00blmY58uKN7pMDIc1JhIkWOqXKUMsgMPT5TpjqNF8IkzxP93pkiU1JTEXPNNMqlHoiTpglplpPlShcaZYrMIjKZkSeKNFFc9K7IDYljuERxhu8HpGmMaYBhWUwmIb7vkyf6eziuxXCcEvgGioQogarrEk5iHDcAJDLPELZFmqZTSCJNEny3RhLH2JaGNqJ4jB8ExHGOYVhYhkM0ifECmyzXUJFpmiRpjuNYZFmGzHNsxyGOI1xP3+M0SfEDj0k41g4818GF6ZrE2QTXcpCWIokkvu0RxWNMw8W2DKIkxHM98kmmDbjlkWZDXBfiVNNQLQRZnOH6AVGaIpTCNA2SJMXzPLIsIxcC07RJkqT4XQoqx7bt4lw9lJTkSYwfBIzGIzzfByCOY+qNBjf9PkEQYBgGk9GE2dkWg8EAxzaZmakV8PWdvW0ITMN4y0EhhDbKpS0tRUsp6qlFUVsgkEqP0VWq7M2iWF93ov/CNpQZzq3xVV+wL2raqwFlY0dZd8A0MEwT0yjg79L8TTOTwgGWjXpCK0lMbUeRfRqlCnBhPzWiI6aOe2r77tSQylqGUdig0u2gcoTQgY5QAqOQNlEC9HAs3TxqWybCsJFo7b4sjsnSDK9ew3MdjGKaoQDEb/xv/5n6R7/xmM+2t4jlLP/hO03+yx++4R997wEv31xwPHb5j7/R5L/416/5u7/5mMOjLs9OQv43f3eVljkhUgE2EZkJpgRLavxfTg2vKi7uvwfsKW7yvxfGEkVL3p33V3duYHkB37pwd/JlNW1OLA5haI9OkeZNM+1bqOuWKngr0Fbe0Fv/oqbTxqZOrXweIJWBoRRCmUhD4dkSIfJyKgGiqNmIKdfx9vsq8qJT1yhuvP6dAB3JFP+TpiwmFxZKpmjZlHJjSQrGhZEipUAoSy9smWMJg1RBVtD5ZJaQS6uIpIVmQ2UpSipyKfVCloo0zzASSaoyYpmTZRKV5sRSIbOIPBekOWRZjEohz1JylZDKjDTNSFJJrrSel8z0OOIsQzsMmZNLRZbm5Coly0HrpaE7Z5FIKciKpKiskU0LiyJHibzoQzGYRAlxmuFXKkTjENsxQGQkaYrnBaRRjmlpbDoKY6pBQBiFeoa5oUiyhEpQZxzrCNq3BEk4xgls4lhvcsdxCMMJnu+TyBSR5lQcj1E4xqn4yCQjS3OCICBJIizLREqTNE3xPZ8oCrEcG0yDKIwIKhXCMMS2LUwDwklEEPhEsR4Jbdkm8SQl8ALCJEKYAs9yGIUjPN8jyzNylVGxA8ZhqA17oVhgWYowzPEChzyPUZmJ5ZokYYTreEilSNIM3/cZj8e4rosQgiRJcAOfMIyxbRvDEMRxROC5xHGMaVpYtkU4mVCrVIkTLb/ieR6j0YhavUoc6eZV3w+4ubmh2WiQJBlJHNFZaOPYhs5ORclK0lmMSTGsqtwehoEoSpiFDBRCgKH08w1RuhNVnKtBnmdFrUJRzqZnanvuBpblFlS3e//OQ5VFizueQZT26G5yMP1BlFYGQTYtiispMU2TvICuBLcZh8K8tSFS4rouCwtLhFHI1dU1RhEo6rHDmoAgC+ouBeVaj8uVSKX3V3kmUgndApBngIGUOVmeaGeZaauYKq2AoZQiz/QoDSV157JUCvFf/+il+uEvLklMm999BP/nH3b5B//BPV6+3uNiUuUffq3O//EHh/y9X1/l5HTAZ+ch/+R311kwByTK0J5e6Y5zofQIWV0rU6VZ5S0QdeogvuhQSsP/9l166wm3r78LFYi77/s5WLM08sVLRVn8o0i77+CJ0+wCCtru3c8GIW/52GWKKFWJRd4tMr7tCMtuUSkMzDwvHJ6hFw8ZhpQoJUiFTotlcXOUNDT0IGQBUYBUGUplyNwmzyRZnmojIVNUmpFkoGfG5Mg0I8m1ZEsuJWmWk+d6qEwqcx2ZZzkqyzUVWSoyqaMyFJBnpDIhzxVkRbYjuV345XlSXEKpAwdZyCMoU6CwteYOKYYqKI5FgVApTRVWKkUaQtOg8xzDMKe0aS0cpes2BuUkuwK6Evl0QJlErzmJQpVifQotlGhIojAhTRSe5zKejLAdC5QgSzMqgc8kHCMcC0NYhFFMtRIwCcdYpotrSaIoxfcbpHFELnI8x2QyHuNXqiSp9l6maRJFEb7vk2UpWZJT8X2iyRgv0JF7nGUEfoVoHOtzQJKkKb7vE4Uhjq0pzXGa4Hs+YRRhmSaGaRDGE6rVKhMtPobreMSTCUGlQhRrqMpzfaJkRMUNiJOIHIVje4ThBMcLULlEpjG2r+E9z/NJVU4ucwLbJZyMcDyXXCmyLCPwfcYT7TzyPCfNMgI/IApDXDcABHEc4vsucZpqqMYwieOYShCQRBGmaWLZNpNwQq1WI4pCUIpKpUKv16PVmiWJI+IoojM/j20ZBUSiHQCFE9HwlpxG66ZhYFoWplFCWNrQK6UbXnUGoptIGo0ZlpeXGQ5vOD091tmzuK0XoLSB1lDbbUYgldTnoO5IqFP0hyhduNa6ibogrsGWoj5Q2AopdZOvDtZKkoEeO+H7PtV6Dduyp++dZSlxnBLFEeNxSBjFJEkMCjbvbWC7NltbO4TjsNgfkixNyfMchEnF9+gPxxomBqqVANPR0v4GNkJIbgYj0iTD8z0McobjCMd2qVQ8BqMh7WYDw/b0enYdHMem3+9y3bu5M4TLwPqjv3hDbXaBv/3A55/+6QH/yXc3ebl7Rj+q8A++3uD/9CcH/P43HnJyeszzC8n/6j+8x7x1Q5YrzILeKrC0cX3Ljt8xxm956TtWvrh5pbGVn38OFF3Nd4y5UJTUwbKYhigFSygi9rf8we3pqCLFVLf5iTY0gkwq8gIbFVJH8JnMC+xU6o7hXHv3PM+RUkMcSa5nrueZjpaV1Bsvy6U28FlGmupBS1JK0ixF5oI80983y7Pi/SR5liMRGsPOtGKrlJJcZm+dhz5KiOpW6bOMy6ZIoeAtiE3dcb5lAXIaJH0ZcGgU8JdSxfuIaaRzi0CWKboAq9T7BOXcvqPGnR1Eef3LDahzIoSwKG+zMooOaCGQCgyhdAamLOT0bIuIUBUcE3H7DSQFLFBcDSkE4Sgmz3L8wCcMJzqSxiBOEjw/YBLGWJYPGMRxQq1SIwwjbMPDNh0mkzFBEBBFmulk2zbjKMSvzJCm+ka6ts84nFAJasRJhAIqlRqj4RDfDcgzyDODwKsRRRG2p6npSZwReFUmkxDH8VFAEicElQpxHGOZFqZpEkYhQVAjDBNN97YsojAkqFQJoxghTGzXZTgeU6v4xKlWovYdl8kkxPUqWnQzV7helXAc4ng+SZqTZ2WWEeIHPlIpskw/bzSJsGwfy3bpLM0RhSEnJyf4jtZjC6MIv1IhjCIM08S2HcajEbVajTiOwTSwXJfBYEhzpslkEoIwqAYB/V6PZqNJNIlJk4S5+bauk1EUinNBhsS27wQeStc1Wq0Z2u1ZHMfRUw+LNZGlOUmcEqdjwjAijlOUklSrM0zGIZeXlyBsULaWKTIFeaYdR7PRoN/v63qEEMzMNLFsE2FIhDLJpeLq4pI0SajWKmBYDAYD/CDA9yucnpyyMD8PQCZTbNdGypzBOOH09EzvO2Xoz1PgVx2+8v67WJaLzBRpMfMjkwLTreIaPo5bZXx8ynV3gh9Y/OgnPyNKJChTIxqGQKDhJM+rYNkmnU6HRF4RhgnDyRjPF5i5TaezwGg4ZDQakcYZlWqVpaU2Uto0kwSTnG63i4FBa36JJFW05xQoh0ylSCwuuxMsYVMOALNqs1W+8yDgv/zBPv/gV+6xf3zNYU/yD39lgf/LD3b5/a9uEk3O+PQ44h//3Yd0nC5ZbiLMojh7Z6C9xikNMIy3bLeSd6aSFawJwyzSqmI6li4aGYU6qSyciSKPiyEnZResUshMTI1raVQzJUmzjDyXU9hDZtqg53muMWapSEvjnOloCiBLIMvL5+WoXJFmaAy6MLI6GqGIvNXUMOaqlFLPp6wRKQt8mZKXraNrJfMpu0QgyA2rMNClFDMoHYcXmZh2iqbKiwxYoAf/mtzpV7p7pbV5vVMsnxbu1Z1nCO1Ay0amz7/P1AGXAi6lIxJlBvdlj7cdkCgZK1NPI6ep+fT5qgwu7mDOehGhFBrvFkVKfif5/LJvfvcvpSMVQhBHEVmWEvgBk8kY27YBSNIIP/BIkgjTEpgWTCYTKpUKcRRiGQLbNgknYyoVnzgOMU0T04RwPMRxHJJQC2Y6jsNo0KdSq5InESrXBnk0uqGzsMD6+joH+/vc3NwQTka4rgMqJ45jgsAnDIcFvJITRRGe5zEejzBNDaeF4VifVxKDkpiWdmq+55FEIagcy3aJwgFB4JEkMXme4/sBk3CE63tkMiXPdQ1jMh7QaNTxgwDTMAiCgNF4THO2QpYmDEcjAt9iNB5g2w62bfLuu0+o1+v8+Mc/xnEsTFMQhmP8SkAcTTBNE993ubkZUKkEhOEYx3GL6zBmrjVLmuo+Id/zGI0G1KpVkjhGoVheXkKRUan6mMIijRJ838MwBFE0IclSDNMgzRS1asDGxn1dB1AKqXIoxu46jolSE7yKRxhdMBqNaLc7XFyPOD09ojmzRJpHTCYDZpsdLi/PmJubw/E9pPAI6jZXl9dMwohJMqbbveb997/C8fEx41GoIbw4Z2FlidF4iO0L/GqdZy9e0KjXMR2PMIqpzbQZDodUqnXMiSTJBO35Vc6ujphpzpPnCXEuqcwsEY37OL6FaVjEcUi90WFnZ4teb8LG5ipXwx1mO49YWHQ5PrnBFi4XZ8fUZtvEo0tCabC4skzDM8Gs4PoVZkKTR++v8OazX+DWWiiRgWlRmVsijvZorW6gDAs/8LGCBvnZCY35ZUR9HnmyTzAzR3Z1iTRrenZIFmL4WuFXSD3SVpkh4r/9y1+of/qDY373W+tcXV7x6VHC/+Q7Hf6rPzvm199Zw1B9fvi8z//8dx6y4oWMZYpIQWYGuUrIi8g9S7MCv5ZkeT6NoHVKpkjTdJpmpVlGnplkqTbsOp2TSGmQF85C5rKI8g3tFEqKIJBJDclMoRQ0y0TKwiBRwkOazVNmOTriju8Y4yJiL+d+5LonxTCMoj9Ef+IUfSuN6R24qhx6X8JS2nDdavmXjxxTL3JRSLkjkMpAKYVpUNRhFKLoCQWKBiEFKsc0S/72LcaLujXI+iroaxQEAVJKojAEYXH3ob+DzngQd395xwiXNSSJzj6A6ThNI3/LgYo7F+dtWvVtQVIWsIKBwjTNwinkhQ6UMXVkhjCL8xLMz81x7949zs7P2d3ZwbBug4/iw6fnSnl/pxx5/SizP8/ziJMEgcC2bR3N+x5Zkfm5rstkMiEIqqSJhgQ9T6fvrush8xylJI5jIwR0OvN4rotS4Dg24+GIKEkJw4jhcIRhmozHE/zA55vf/Cbj0Zi9vT0GNzcI08CyLMIwxHEclFIEvkucJEShzgBcV1Mpbbsonrsu/f4NSZIwNz9Ht9vVdQbLxHVsXT8JAvygqFXYDtVqlYODI9I0wbRswjjCd12iaEKz2eSD97+C42gWXZZl+r4AcRIjEAwGIw4Oj5iEIZNJRLvdptftEicJtm2TJBmObU1hnka9zkKnw/7eHnmek6QpDx8+ABSzs7Pc3AyJopBet49pGqyvryNlRhTHGkIcj7kZ9rh3754ekCZMPEcXck9OTzg7O8UwTZTUGeD7771LrRqQSz0SWSmJMAy2tna5urxmdW2Zo+MzTMPmO7/5H/DZp88QhkG90eDV611WVla47l4QBC4PHz3kxbPnfPXDr/Ly1UsqgUujMcvZ+SWtVot6o0q316dRb/Lq1SuaMzN0OnOMJ2N8L2A8meC4LtfX1wSeRb1e5+q6R7VaQxgGvesecZJz3e9j2i7Vus/p+RmLC6somfP4wSrNukPvZki93mA4HvPxR8959+lXME24uromy2FltcPx8TEIg6XFRfZ399g9PGV+YYkkjlhf3+Dg9IzFpssgNrBNXWNVaUYcDXjy3gecnZ4Qh4pxNCKPh3zl/W9xfXZEpgSWHxCNBwwjRWAr8hw6C8uMR6cIo8Jw0OX49Io8TwhvelhCYf3v/7sTVp2Ul88P+MVxylfqOf/3f72LkcS8/uwlLwcmT90u//0/f02SgpFm5BhkJJi5whAWucyRSmEYRoEHiluMX8Jd3ZeyfnDbml+a2lLf/nPRpVEYI8V0FCamoSPoO+UU0xS6mFaYLgNQQhtjOS2AGRgimL5In6dAGVqPq92ewTBtLq4uCxa/fsjSqMqycA1aphlycl2TVwJE/rbDQjfnSJVjTCG+7LYupBSlasFUmlkW36uAZXKZY1oS13N0bUBpZ0xukKXZ1PaXr19eWWFjfZ29/X0ODw60iJoqo/LC8OclrnsH1ipYWtoR3tL/hAEyl0UhUT+3ZBoZhkGapJimgV2wkKZMEnUrrWAKQbPVpN1q4/suhqGvTy5zwjBhMp4wGU8YjyeEkxCpJPMLc4zGQ05ODotsK5+eW5nVzc21uby80rNnTINWaxbf96d1LyEEV1dXJGnC/PwyAMPhkLm5WSqVChcXFywuLmIYBnEc4/sV/ZzRkLPTM4JAa7kJy0ZKyexsk/c/eA+zlNIxy6KiwjAFSaoz4K2tHcbjCQp4/uwzwjDEMAyCQDfWaoNbw3ZsHNthdXWZ3d1dqpWAOE5ozTZxHIeFhXmurq6IopjJZMTi4goLCwssLy2QZTrg6HX7hMCD+5uFQ27hOg5SKuI44vz8AiEEQRBomMP3mJtr0WjUyaXOwG1b9xAoqYgmY3q9Pq32HHmWUq1UeHj/HltbW1imwPQcLUtTDVB5zuxsm7l2C6UkjZkmpoAg8Nnd3aN7dYlC0ppt0u9dkSQ6C5prz2MIiUQSBC5xHDIcDqZoQhynZHGIrHlYtq0DgTzHUGBgEU5CPv3sMx4/ekCzOVNkp4o4yTg9u+TJk/eYm2sRRorVtQ0M08KwHNY21jHNFL/6lO3tIzIpaXc6XHZ7tDsdojQlVzC3sMibN1vU6jP0BjdYrkV7YY6f/tXPaNRnMCzBcDyi0WhyenqKFwQkWc7ewSFf//B9Ts4u6XQW8YKAZ88+ZWPjHp9++hrDtKjVmpyc7LG0vEKvP0DmOUcnF1xeKTY37+mgRkmas3NcXF3w4P4G+/tHjCcjHj66z8npMev37+FXLFZXWlRmZnj28Wd02i2QMQ0nY7GzQnh0hOs16fbGHO495/13v8Hx8TF+pUr3psfp4RGbD98hiUYElRmGSc7F0T7zq2vsH7+muryEU6kxHF0w2+iwf7SP79g0Zue5uDqjtbjE4LKL1ZIX9G5sdkc261zzcc8jkDa2mvA8Dnggr7CjLgPDQSqBnZlgmxgiQxg2hmWyurKCQnFweIBZdigXjCHQhV/NkCiF0OS0Qaa0MsIwMUw1hYg0I0uiIRsNt8iS+SRvHZI2RmXmUUJpOUIoKoGP47hYdiEGpxRhFOnMpygoIwQkCWtrq6yvrnNweMR1niIt81Yvs4jILUurp5aEPsu2cEooSIBhWGRpSpplGEJgWQZpmmIaaCXUPMU0tTxInuvvbloWeZYzCaPi+khUEVEZhuDe5jrtljYoRuGY0izVrKVcMhgMuLq6ZjKZkGn8ijdv3nBxeanPvWBVQcnAEqyurXF4dEiWagOyvLyMH3i6h6Dgy5+enpLEEUvLSyilGA2HVKtVDNPk7OyM9fV1hND1H99zkTInDEP29/en/H6KDLFeq/H0nSe3wUMBZyGgNWsShhGWabO7u8PgxsILAl69ekkc62KxaZpQdDSbpkkQVHEcm6XlZYyi76HX7xFFEXmWs76+Tve6S6/XI0kSavUaC50FpJTU6jUMIbi4uCDPJY1GgziO8TyvKBRrZ3l2qqVPypqLQl87IdS0OJlmaeFoBTs7O/RvblhaWqHX7+H7Pqurq2y9eUOtViGcTMjSFMPSa3F+fmFaUHZdl3q9TrvdZm9vjyiKmExGNJsNoigkSRJMU2CaQq+PgjhimRZBEGj6cpqSpAlRFBL4QZHdlNRtpQeZAcKwOD8/pzkzw8LCPFLeTrIbhSNevHjB6soatmUjpaJerdFszmDbFk8eP2Y8HnFwcEhaBAq1apXJZMTV1RWu7bK/t8fTp0+pBAGNRgOEzk6WFpeIooirqytQOUHgMx6PkCqnVtP38+T0RNN4LQ/bscmlIhqNEIZZ2BPdB2SYBqPJiE+fPaMzP8fy8iK1WhVbmFiWy8XFJbVqjeXlVfb3DzBtm6DqcnKyz4dffR8/vCGOmwwGdV6/fs077zxhOByRpikrqyu8ebOP5zXodvtUqxWUgoP9Q5aWVri6uuKm3+c73/k2Z+dn2LaFEJLBcMTq6jK9/g227eA4DtfXFywtL3F2eQaGol5vcXq6y+rKKjc97TyazSbb29t0Osv0up9Rb1RZ37iPZXaJ4pzhKMStuijDY3v3FZ3lTTynRjic0Gy2yZJTGu1ZBlJx/PHHzK9tcHpxzdXlGMuKub4644MPfp0sG3N50cMNIhq+gfPwPaLRmLCekUsYXl/QmF9iMhxhGgZu4NO7PGN2rsVl9xrLBMvzOX3zjIWFDdJoDL6DFWY2E6vCshxyRIV2YLAa+Ezqbb5ppzQig5wGaZwSjWPCMCZJUy0nLXNWV9dptVts726TyQwhnCmUo7uVcirVGuFEz/4QQuC5Hl7d1mlnYSDCMGQy0QVO13O5GQ5wHJt6ta4LkX6VIPDJskzzq02TJIm5vLrCFAZSmEW4DLZhcP/eJgvzTSBDCTllWij0rPUoTrju9jg/Pwfbozvo033e5+ZmiGk5CKH0DHNEIXesWF1fptvtMp5MyLKUxmydih9Q8QOkkoRhyPXVNZZhsNBZIKh4dHtdXNcnTfTmWV1dKyK+DNtydL0mU7x48Vpj/6UTlFBvBGxurCCzrIj+JcIAx7RJzZRud0Cr3SAMR+QyZaE1x/n5OXGUIHMwhR7MhFI4rsv8/DxKKebmZzXMJgSnp6ecnh2hBDx+/IjBoM91t0ueZczUG1SrVVAK33PIc8n5+QWGEPgF919JsCwTIWzSNLsDIVkF3KfhjDjWxVaKLC7PUwwD3mzvcHl5yfr6Gv1+FykVnc4mYRhSr9dJkpTBYKC/i5JUKhUWlxY4PzsDoYiTiNnZWRQS0zKxLRvHc6jUAoQl6Pd7CENop51p5li1Vsdxljk8PCSOQ5RSJEmiHYVSU7h0yrxAYhqKbveKne1dNjfvIQylx4Ei6fd7HB0d887Tp1SrVSwTOp02M80aCMnjJ4+RUvLm9RsmkxgpJbZlMR6P6HavadTrXF9f0pptYhoC33MwrYB6vc5oNC6cms6YPc8jSdKCZKAwLEEmMwbDAa5rM9NsYAqTwXCos2QyhLDeqgtlqeTly9eMhkNWV9fwXBehIIt0r05noYNp60JpEPiaYprn2I7N5sJ9GjNNnj97RRiGxFFCu93Gcyv4QcDm5iZKKoaDAedn58wtzFEJamRZzt7uns7EfJdatcZkPCJPMobRgCyXuscnyUEltGZb5KlkcDMGaWj2UtGMqADDdEhzxcHxOefnFzSaM8zNLbC5eZ/BcEKz1WI4HOC6DhXfp4tkfX2FyWSCwGV1dY0//dM/Y35unoP9A+IkZW11jR//+C9p1mc11Dc7w1x7np///Ke0W3MsLc9wfZmxtrbOq9dbVOtVlGmyu3/AO0+e8tlnn7KxsUGe53zy7FM2NjYZjYc4lk+jLjg5PWB5eZXrbhfDMGi32xwf7bOwuMRoPCaJJ2D5/Mkf/wn3NteoVlwGwx5rqxsMb66YmWliCovhuI9fm+H07JrR2EAIj+HNOXMrj+hfHlMxF/GcOqfneyyuPODk7IgkU3iex8nhHtbGO/R7pyiVcnLlcHG2S2tpk4v9fXzbwa13ePXyOdXmKtevDzBVyOziKnvPntHqrBOGA6Jhj/mVx1hjc4ZFecwFc8zYGd+8N0M+M89G3qeqTGJjjlxIDGliAnmac9Xtc3B0hGN7nJ6ecnR4SJqnU05yiY27rodhSlZWlrm+viaKIsbjCZZt4vsezZkmWZYyGAwLCMFneXkZx3Wo3vSpBAH93g1KKebn5xDCwLZtTEuzZRRVLi6vC9pmYWCFzgxmW00NqRUNbqVli8OY07Nz6o0ZsjghjzPW1zfo9a/p9nsFL/82n7Esi5XlZWQmaTUb2JaFYZhcd6+56d8w7N7oAqCUnJ+do5TEthx81yVPMzzbxXVdxsMbTENTR9M0JU0jPFshpudYSNOL26xnOBxzeXnJfKs1lYlQuU79X758QZJmrJkWN8MBCJhrt7np92nONEEKzs7OpwQFz/NwHIeD/X2q1QrHJyd0Oh3q9Tq2bWM5NpVqDWGYBEGFq6sryr6GPMtIU0WlErC5ucHu7g7j8ZA8T7EsiyRJNBMtz25rTeK2XpMkCc+fv+DhowfUahVdwzEMkiTh+PiY9z/4gNbsLNfdLq7j0pydYXs7o9OZZ3FxkTdv3nB6ej4FFWWue1EECiXzQsNHMhyMcGwHa3kJ27HonVwTxzG1ag3T0BRjQ8BgcDOtQ2RZThSGzM3PoZTk+voa23am3PnPF4j29va5uRmwublBc3YGQ2hSgywgOy1RQVHIzijFJ9vtNkEQ8MnHzxkMBgxHI1qtWZaXV/B9n5XlFcbjMcOhjubX1ta4vLjENAyuLi/JsowoiPBcj4EakKa6JydL9MxrlUuyJMOtO8RpTByFtxIiQtfTSpjTMAR5nrO/f8DFhYZbOvPz1Gp1/KDOJ598xtP33iUIfPb2tnF9G9uxdHwmM2ZbM9zb2OT5i+dcnF/Qvb7G930812Fvb087t1yyuNih1Wrx4vkLlpeXuLe5yf7+PkoJojgmz7V2VpYlaHjZwHM9TEvDVKZpFVlhxhceJUxpGKR5zuXlNRcXXWr1Gd57730Oj46o1Wo8eecdBoMh9x88YhKGjIYhjuPy8cef0JpdIElzoihleXmZjz/+jNbsPErl9PtdZmbn+MlPf0KrNY8yDD7+9GM2Nx+ys/eGaqVNnErOzo5ZXt7g2fNPMQybwSDi8PCI5eUOr1/vY1kmjUad84sDFhfvMRqNyfKcdnOOi5MdOp01RlFOFk+Y66xydbRDo9XhrDdi0j1lfnWD7Vd/yszcIqcXE8LBJa3OJp9+/FcI30NhcXNxyPzqfW4uj7Adn16cMTw/prN6n2H3GGlUqNRn6J7usrDymIuTM0w7JZid52z/Ja3lJ9x0uxh5gqrP0D95RWthhclkhMoz3PY6e9uvmF1YJUkk8WRIa+U+vZMtrOXkjDOvhZ9nOEoxdNs8khOcbEwiHIxcSyr0BhOODg9ot1rcDMYkcc7iYovBzQ03Nzc4tkWaaK0NKRWu57K2tsZw1MNxdFGvXm8wHo+4ublhNBoT+IHGLuNYL4pCyjhNU0xh4DouvusQ2raWSBCCOAo1v9sq5kQLpoal3OtxHLOzt8vDzU1M00JLRegC+c7uDkpJFubnuFEKx7Zot2aZjIe0W7PMLXTY2d0jjpJi8LyBaZrs7e7h2BucnpzgBwGB72sGi+cz02hgGLqbaTgcksS60GiaDpNwAgqWl1d4/eoNSZICUjNMMAjDRDeOFQGvrq1oqEfmipcv35BsxCx2FrAsC5lLwsmEwXDEBx98SKMxw8nZGUHgU6vXyfKcSuCztrpGrVphb2+PJNW6SrZtM9tq4boO7XabSqXCcDDk6vIKx3Not9qoPOdw/4Asy5idLZxwYXj6/X6RLWqOeZrGNGdnyFLFzc0AR0slv820Kupao9GEjz/+mKWlRRYXFwk8D8u0sSyX87MzXMdGIOj3h4xHI1CSPEuwLcGTxw9wHI/t7W3G4wmj0QjfqyAQBL7PTf+Gfq9PXBQSj4+P8DwPy7Lo9/o4toPrugXrT5M4TNOanms5Y0IUhtVxfnlDq2EYdLtdBoMBs7NN5ucXaM22WFpcYmd7h6fvvcvMzAxHxydUqlUqlQqWaaGUJAgCNjY2+fTTT+n1+lxfd/F9D98L2Nnem9aVNjfuY9sWr169YWF+nocPHrO3t4djuwxuRsRxisAginSDIVLgFk7v6vIax3dwPY9kOPzS7zC9R8IkDGN2tnc5OjyiVqsz09Trw7YdHj56SBiFNOp1PvjgAxxH318pJXEc61oYWio8SRKiSNOlhQDP87Edh+3tbbIsZX9/n85Ch0qlwngSsrO7x2Q8xizmVNiWS5pkXF/3GI9G2ob4HvV6jZv+DcIwpuM89PmXDD4dhCkJnhewsrLG1vYOaZbS6Szys59/xNraGtu7e8RJRrvdYmdnl87CInGc0B/esLq6xsHBEc3mLLnM6PUuWFm+z87uS5rNFrblcn5xxvr6PQ4PNbzl+x4npxesrGxyeXmGaTjUZ+ocHx+ysrpErztAqoRKpc3BwQGdzhrj8YA4nrCwsMzR4S4LC/eYRCPi4SULy485Pdyh2V5EoQj753TWH3B+fEJQnSWKJL2LV3RWHvDm1TOsSgVfeFwfH7G09g7XF0dYjotfqXB9dEB7dZ2b3iWGWaVaDbg62WVh5T7XV0cYtsKvd7g62Ke1/JBRv4cpEoLZBS6Pd2gvrDAZxqTRkHpnncvj1zQ7yyRRRhJ2mVl8RO98F79exzp1WgQqIkiHnDHD/MvXeA/rCLeOzAGRgDDY3zugVg1ot1vESY4f5HQ68wxHfWZbdVZXVjjY2+PsagQIrGKDnp2dU6/VuLq8wPM1zux5Dr7rU6/XQWj6ZC5zpATHcbAtmzSKiScTqpUKZ6dnegJgkjA3N0eeZ3T7fRzXh6L4rvsI9L8VBmdnl6SpZH11mVrVLwrYgtEkYmV1idpMnatuF2EYuJ5DlifYtsHSwiyNis+rN3v0e32UUlimxerqKkG1wsJiRxuRfp+Li3Ncx8X1fUzT4Oj0hCRJCLxA1zdsfQ0GowFS6mYv0IXcmeYSKINu/wbfsjTqV/RYFFV0EIIsk7zZ3uXiqsvK8jKNRg3b9fG8Cq9fb7N5/x6WbXN+ccFMY6aIRnMEiqXFBQzT4PXr10wmEw4PD7EsizzX9YqbmxvG4zGmabKyvMr+3h5BUGFhYYHDwyPiKC7qIrmOeJXCNC3dt2GY2Lanx2aWka0wpsbp8+NChdAdwHu7h5wcXzA/N8f8/Dz37z/k8vKELEvpdDrs7R4RTWLm5haoVCpToz0/v6Cx9zTj8PC4KJq3ubjQWYZj26yv38M0DPb397Ftm83NzUJLSNG97hHHMVLCZDTBc73pOSZJyvHxCZ6nr2uSZAihx3d+ceAQxTVRXF5ec3nZw/NcZpsztNsLJHHO6uoGq+ubuK7J3Fyr6OtJiaKIi8sLSgKHYWi47Pr6ekossGyL4XDAzWCAEIKz83MmYYhpmVxeXTGeTIiK5jwpJZZpk6QpZxeXjMdDDENgO960e9wQNgXL4637MXUkRZaSZhnX11dcd68wTYv9wwN839Wd4v1hQZwwiGPNNBvcjPRo2uLtkjRhZ2dH16tQJEmsGUPFZwCcXZwX9USDMLymrC9pgspEkzIGA32WSk1hbSFu34MyaCxo/qpwaI7js7F5n5vBkDTP6SytsL+/z0Jnmf5gxHg8ZnFpUTuyToc8lwxHQ9ZWVzk8OqTZbGKaBtfXV6ys3OPkZJ/GzAyBN8Pp2S6rqxucnp7j+R7VSoOj4wNW19a5vrrCti1mGvMcHe+xtLzEzc2ANJ8wP7/M0dEunc4K4SQjivssdh5weHjA/PwSYRYSDm7oLD/i6GiHVrOFFBaDy306q/c4Oz2mVp0B16d/fsTiygMuLs/wqlW86izdk32W1tbo986xbZdqfYaL413aC6sMB9c6CK/VuDjeorOywc3gHMMU1FpLXBzssDC/xOCmT54PaC6scn28T3NmiThUpHGX6vwq/ZNt6rU5ZJiQ3Zwzs/yY7ukbrKACThOraqQ4aciZOc9yPoDhNT99dsJKZ5W5ThPHtFEGZDLGcapYlsIwJVLG5HmKlFr/p1YNePToPoZ9weHRKXESE8cxq6ureL7H/MI8eZZz3e3S7/WpVatUq9pAjEZDncX4XlGsNsmzDJlnSKnI8gxh6AK2ZeloLkszHLdYUEUvAaqQPSh+d3Xdo9/vM9dqstjpUAkqLHQWOTg6ApFjuzajyYjD40MtviYUMkvxXJOH9+/z0cefEEcxr9+8xjRMPN/hutfjZjBAKUW1VmOx0+H0/BQpJevrGxweHhRzvhRxmmLaDpPR6LY/xjB0ppAVhXfb0TTUkotWOg80EQGhu6y7vQG9/pBKJaDVbLK4uEoURxiGxerKGq7j4bkuD+7fw/c9QGKYYqo1lKYpSZJgGIL5uTb9/g0yzzEti5WVVXq9PhcXVxhGl5WVZVqtNmmWcH5+QRyHGAImk5CZGRshTJIko9/vc3XVJQg8KhVdTC1nEtwaqrvZiGZr5bnk+PiU05ML/MCjWvXp9/v4fpVHjx5jWia1egPTVIwnY8LJhL39c7JMFRLY2kkdH5+iFHoipAHX19eEkxilBGmasb29g2kYxElOGO5ryCdPMQ2DSThBqZy9/R3SRENvhmFrym+cYJp2YehvJ73dpW5rtp0JSOI45eT4RFNhjX0cx8KyHSxHn69QkGU5YRgRRbJYw/o+Z2nO8fGxLnILnT3HUYRpa/E+wzK5GQ6m1PHRaKQDizzTry90XCbhBNPUdcUkyUiSUVEcL1Va88/dj+KfBWXNEIZGAIo/h2FIGIZI2SuujXGnv6igxyMoG4T0/0tKoQ6EwFByOgJ5+nl6GMXUYWq2HFAEKm/RwrmbzYq3/yM0k1EqiWVb3L//kG7vhjiN6XQW2d87oLOwyGQyZhJOWFpa4fh4j3Z7jizPuen3WV5a4+TkkJnmLKaA66sLlpdXOTo+plafwXNdjk+3WF+/z8VFF9fzqFarHB7vsbG6ydX1KcIwaDQWODjcYWlpnX6/S55J5tornBwfMD+3zmQ0IE4nzM9tcnyyR31mjiSeEA5HtBdXOD7do15vkUkYXZ7QWtrg9OQAvzILhmB4cczs4hoXlxc4ToDtunSP9mgtLDHsn6GUojGzxNXpDnOLm6RZRJbnLLbbnJ/u0l5aRxKRZJKVlftcn7yms7SJH9gMRj3WNt9HDo/J2ossdubonp4wt/gOLSdmL19mablDPOgznl/m0YLLp0Kx1GnR9mPE7/8v/yt1Laqs0mM2n6CkxCh0WmqBz2x7htZ8i3AYc3h0wOJSB9fzefHiFcvLiyilb/rG+joyz0kym198/CnhZDw1Io8e3+f8/JzRcIQQJo3GDO3ZFkfHB0iZsrl5Txd/05SVlWWQkjROCMdjao0Gu7u7rK2tarE6YWAYViGLbPJmew8Mu2D7fh52uIOTG1Cp+NRrM9iOTbPZ0Pz/cITvBVozRyg81wUpuepPeP7iBVnRbKiUYnl5mV6vxyTUUdHc3BzhZMRorGGqSqWKbTsMhz18v1pQnDOyLKZWq3N1dUWjUWc8npCkCZblUKvVQEl6RTbElC2rN6GgpK0Wf1BF1IbSuLOno82gEmDbpi7sKk2HHA2HnF12ieP4rY1p2TZpkkwL9qhCjgFVYPa6Mzcv6MaGSBCYGGgKpzBiBC6KFCV1oV4YOUq6umsXCyjYasoCIQtGliwK6ALTBCkFSmUYJhoPBwzDQQiJZRX6XiohTTKt3WWA5mpr9pzKdFFDIdFfWyKUjTAyPahLeChihLBRJPpcpt3vBlo5NQPl6vOV5YwTBcrFMPNbqrNQ+jurVHfH6ydO71XZvSOnRTejUErWxlsIB8MopLMLZuEtjfrzOkviS6cTfBmsVsqXU9DGpzb2rZ4cPb5UFA2b033yhc94+/3Lp93VhfvrHupL9KLecliUDur2HMp3Lsdt3IYdRR2t3Avl+xQBoiyGXVlmwPq9DYbDIXGasrAwx/7hPoutZaJoyCgMWV5eZW9vn/ZcCylzbm6GLC0tcXJyTK1exxAGvd4Zi4sPuLw4xSl6ca4vT+gsrNPrnWI4DpVqi8tTzca6uemhyKnPznJxfEK7vUKUjInjkGZrnqvzE5qNDspIGfQHLKyu0++eYBo2jUaLq9Nd5pfukWUh/ZsxK+vrnJ/uENSXaVbg+PiYtfUnjPoXjGOX9fUWh3vbzC5s4Jshh+djHt1f5vzkEJwmKx2P59tXPLy/RL/XZZK6PFqt8ez1KRsbc2Rpwlk35/37dV5tXzLfbuFXFK/2x3z14QKvtk6p1H3mGzaf7gz5+rtt9vYvMUVAe8Hj2dYVHz5c4uzsglBZ3FuZ4ScvDhHf/Cf/Wq1xRjs+R9oGufSwcy3VK/MUpXJs16JWqxMEAfVGFd8PUErgeCaGKIaVKC3KdXk5YXt7t+i90AtgYaHNcDgiimMMYVCr1ZlMJsRxhGEoHNfBdXyG4xs819UzpfNCYqFS1Uqenk8cR0XTk4XnOeRSEkcZevLhl2DW4nYx6sYT3aBomia2raNNfWhBOAPdyBiOJ/QGN6RZSQwoqcW3EswI3Qyn4DY6U9waZUpCQSGXoG4NzG00pyESUUR42pLfGqXbQ9OSb7eRNmCyaJwro2MhitFXgoJJpIqo8paBUxa4p7MN7tgTNTWuqmQeACYKm/Eox/VBqZwksgiqKVEosCwLIXKS2MKvGERhVsBcOUlsElS0PpSGQEziSOG4WuJFN20qshQcVxVFeBvTyohCsO0iSJYmtiuJQoHt6F6jPDdwnYwwUhiWrlXlicDxcpLYwRAmphUThx5eEOnBPBhaVTYWOK5mgillY1kRSexgO4VukbQx7RCZOZiWvpZK2thuShKbOLYiy7Tps5yUJLaxbYWUJnme4XqSKDS1hD1adsZ2Y2Tu4FhauE6UGmxoBeIvrt2scGZ3tGe/tCxjfuE3qpyAVzqVgn04He5USidr3FS/psjglXHbsFt+5F+nOD11Vup2HU1fh4JSJbZoti17xEqoduojiqB1+qbFoDc1dSTFdxFlD5jCcX021h8yiWIm0YDOwgbHp9vMNmexTZfLyyPW1h5xfnWK6/g06jMcH++yunKf4ahLlGQsLC5wcbJLbXYNz0w4vxyzsr7KoLuPtFoszPocHp3TWVoD2eW6b/BwY5Gj830qlVlaNZtXe1fcu7fOuH9DFMP9jRovt85pLc9TMVMOTiLeuddi5+icanWOzozBZ9tXPH04x/nlmFTarC/6fLZ3xTvLs1yHMYNRyLsrs3y81WVtcYY0DTkfZTxZrfNyu8tqe4ZMZOxdhby/3uTZQZ+FuodhKg66IV/fnOWj1xestWewvZTto5Cv32/x0f4ls/UKjarDq/0eHzyaY2v/Ct+zmG/O8NFOlw8eznN6fI0SBuvLdX76+pQPHs9xeT5knNg8Wavw0xfnbK4vIP7RP/4vVEUNcTMDZRikBojcoGzrK0XtpNLqp6YpCnkDF8u6FSOTUrNtwvGtpv10kQkxPaZ6/MX8gFLlUikDYRaLV901laKI9O6Mw0QVFGCFEKYW//ulq5si6tIOTU61m0rHAEoVgzZUYYSFiWmoWwmWMrqcQkvaMZRSCmq6QfT1kLL8fanepIqNegeeEtN3mjo//Z3KTm+jgEnQUbohMEUBGajiuhRvd1t7YFrYlFLr6hhm8d5S3QZxhjl1POX90de0zEBKj6JF6a6uDJSR4XgOg5uEWt0ijjJkbuH5JuNxRBBYWnEgMQgqJuNxguvqz0li8HyYTBI8XwspxrGB52fEkYVlJwgMsszFcVPiyMa0YgwESWziBQlJ5GBaCYZlE4cGjpegsiq5GmM5Fklk4bohUjrkOdi2JI4VrqudTZY6eEFIFFo4jl7PMjexHUkSy6KobpDnBo6bk8QZlmUUTYYS1zVIU4VhgGkoksjBDWKSRD/HMHPS2Mdxx2SZjRAKw0xJE4Ht6AFMeS5x7RzDSHAsfR+FstB6/Xes79Spf3FdG4W8i5K3600VxvjuG5Tq0FIpTMPQGdydDFOIch8VzgODcqpgcfNv1+rd7VSsFXFnHetsrlS2FbcCiEJg3glgSkKKaeprZhpabt0wDCzT0r8ztc6XZWm5JMsyijHXWkXAMAW2C1nmcXU1YG1jnsFwQBQ6rG3MsrN1zkKniYnB+cWQB48W2N+7oFr3mKkH7Gxf8PBRh/OzCEXK4kqLl1v73F9dJopCRuOQ1ZVFXu5csdLxkTLm8jpmc2OJrZ0TFubqmDacHHd5+GCFnb0ejRmTmm+xvdflycMOe3sDHF8w1/R4tT3k/UdtDs4uwbBY6TT47NUJjx8sctUdMRyFPNhY4NPXxzxen+cmzBncjHm4scxHr4/ZXK4j05zD8z7vP1nh+ZsT5hdb2EJxcHTNh486PN8+o9XUOlh7Z0M+fLjCx1vnLM818DzJ1u41Hz7p8HL/jFq1QTOweL5/xQdPFtk9uMJ0fFbbNT59c8D7D9c4OOsjUWwu1PjZ1jlf2exwORgyCiVP1ur8/MUlD9YWsFSCVVUhIElMB0ulGEjALbD3EpcvF4XCUJIszkhDCaKccFREBYhi1Gu5oLXREpjFYi0nlqlpBKL/XupGialR1+lu6cgKhyKLBY+eg1wK+5XG//MPdcc4M7WfhdMjL6ia6q10X6B0l2yWMt0hU0NbvokqZKLRmxFRqJCW+8vAMPXcY/29RdGUJt4y+OWMHY1v6+tlWsV5I6bXDaE/r3ScBaY1dVxSlYXIOzMB0PWUjFsNsemlKBVL5a3REUIhS5SscMgZcHWZkCuHatWk242pNzySZEyeO1TqIYOe1lLKckmSKGp1xXCQ4roaLopjqFQlo4GlWVpiQhxb+AG6HmA7mHbOeKio1iCODBAGtm0yGQuCinZAiELRdSzwfEWea0aa45uEoYXjpEhpk6U2rj8kjhwcx0KqCWlaxa/ERKGF7ZgoEZMlBn6QE0UJhlHHtBLiWOJ5kjjJMIwqhhUThxLPhyTJEaKCaUVEYYZfyUgShTBcDCsljQxcNyVNTZSysJyMOHKw3bQYSyqwnYQwNHFdCylTbNPAQKEyLaEt7ziBWzjt9n6iNDBYCojqgCy/U2Au6waWNs4FicM0TUxRrCtTZ42maSCEzsYNYWKaVjG/wiqMvDlVHHBsu3hN8XvTwLYNbMtCFI7AsiytKWaaWJY1HddqW06xN4zpexoin2ZWotzLwiqEAW8VuUUx6Kt0Y0IIlNAF+xevDlhdW6Fe9+nfRDx5ssr5+QUL8w3aLY/dnQsePVrl6lo3dc7PzbCzfcKDRytFoT1kfWOO11s7bC6tkiQTzrspTx/M83r7gKXZBaScsH825isPl9nZPabZaOA4OVt7fd57tMTO9gF2pUbDc3i5c8HTR8scHl0grIBOy+fFywuePFrh9OyEOPO5t1rjkxd7PLq3zk2vTxgaPNyc5/mbIzZWlpiMQ64HIe9uLvL89SFryy1UnnJwOeKDx6u8erHL3Pwcvop5eTrkG49XeP3mjOpME9fMeH024BsPlnixtc/sTA3fiXi2P+Jrj1bZ2juiUp2hUxX8fO+arz5eZP+oB5bPajvg451TPri/yMV1jyhXPFmp8rM3l7z7eJHR1Q29kcn7m3V+8eqch5sd8njIs6MI8Z/95/8HlVk5hjJRykSQFdnt7VDXqYpqkY7qlFZPUtM31aAUxcPI7uCxcpo+Tw39FKct5npoU4pSxm26fdeBiPytCEhRQkkUarH6c0v5xjIjAqGHM03h5CIiKuEgoTBMsEw9PKWM5qYRkyHe2kQoMA2m56+4IxApCkci7ki6C00dvrUIJVRwx1CUncIwNf55Ma2tuBT6KqliQJIqxluWGQu3TgEAaRSijkxxelnCXdP6Sem7C1hgiodLlBRIaaIQ5LnJdTdBAX5g0+8pqnVJmhhkuaRaNbjpKypVQZZCmkZUqj43/Qw/0NLzWRZTqXiMbmwcTwccSWTjV3LCiS7gG5YkjUwcPyGOwDRsLDsmjmw8X5JEOsK1nFDDUX5OltpIJbDskDh0sb0cmVuQC2wvJhx7OK6eQSEzC8fPtOG2db0kjU18TzCJchxbIQxJFEGlKhiNDRxLYtkGk3FOpSKYTAxsK8eyBJOJpFIxmMTg2RbCTBiPBfWaTTiRuI4FIiJNHGp1wc0gpVqxUUjCsWJm1uf6OmamZmGbEtNMaTY8rCLa1tG3hWWaWJaNYWrDaxcG3CiN9dSYW1MDLorsxLZtvV4tE0MURt0sCtxC6Fqb0HvGNK1CIqiccHdHI610XHd+no5PQN6NraZ7rhQ9nRIO7ghh3u0RUqqYwT1dv7dwG9Pfl5l7sbcNQZpYvHp1iluxaTabbG0fcu/BIhfnPWzLod1qsLN9wMb9Ja4uh2QZdJZrbL85YWm1xThMCUcxG+vzvH5zxtLSDEmq6PdCHq63ebF9ykJ7BmXFnJ5OePpwjRd7h7TrdYKKy/7RGY8fLLF90KMeWDRrPq/2Lnhyf4Xjsy62ZTM/5/Pq1RlPHi5yftEjxmF5ocmL14c82mwxHI0ZTDLub3R4+fqY1cUZJlHO1XDC0802z7YuWZ2rgVIcXkx473GL52+uaM/WcDzFzuGEDx7O8XznikbVplGx2T3t89VH83yy3aNVr9CoOLw6uObDhwu8OOhRdSzaLYcX+30+eNhi+3SElRusLvh8tHPN+w9mOLuIGMbwznqdnz2/4J37M9xMUi5vIr7+YIGfPj9hc2WGLBfsnw/5lcdzWBkpIi9FpFIkEhPNKC1WDJRFw2KmtsYgZSEtUMYH2hjm8nYAyt1ovzTMojS0Ra+DUXDfp41nRgl5acNqOc5brzNNgaZY6qxIFLIZlnG78Mvop5w0KKaNhmCJ2ybBO3Xl6eaYbhwlb51AaXgLiZFbxEBBMfCl7F6eFkXvRpMF46a04QYlcicKuOLWmAtpUOqCidLAF8VnoxCJnGZEShVZW7mJ74zqLGC0Musyb182ddD6tcVMD0P31SiRIoXFxVVOnts0Gib9bkZjRsNWaQ7Vqs1NT+JXJWmmyFKHat3l5maMH9RRjElTi2rVYTLIsR0XjJQotAkqKWEoMQwf00oZTwwqlZgolBjCwzRSJiOHoJoRRaCkgesljMcenhuTxDZ5JnCChMnIJ6hk5ORkmU0lCJmMIQhM8jwlywIqFclwLKgGDlkaAQHtlqB3PWKh3SaKr0jSChvrFQ4Oz9hYWyNNunS7iq99uMSz56+5d2+DLL7mqiv5ze+s81c/+4x3nzzGshJevDrnD/7Oh/zlXz5jY2WWleVZ/uSHn/H3/96v8tEnW8zUYr75q1/hX/7hT/mDv/NVjk9PCNyM73/vPn/4r/6C3/n+93nncQuVJ3oqJHYR+NxCSeVauzvwaCrd/0vQ2ym0envD7/zt7g93x6gyDRLf2guff+tf8pG/7DnTQLR8rxLRmMICt1lG+WFKFEPYsPS6R5JJyYs3p3iBoFFvsP3mlAePF7m4usLEotn2eLV1xIN7i3R7XXIpWF5Z5PWrfTburTIYTxgPYu5tdHj1aofl1Q5ZouheDXn0cI2trV068zMYluLkZMiTR0ts7RzQbsxQrRps75zy5MkGh0eHVL0G9arB690L3n28xtHxMaZRYa7p8+rFBY8fr3F+3SPJXDbXPD59dcDDh8vcDG4YjhUPNxf4+PUZ95aaZHHI5SDj6cMlPnl5wvpSEytN2Lqc8O6jJZ69OqA1O4fnS7b3urz/dImtnWsadY9moNg+HPP+k0U+2Tqn2ajT9gWf7nf52pNFXh2c4QcOnYbBRzvnfPjkPkfHp5imx+pKhV+8OuKDh2tcXt0Q5Yp31xv8/OUp7z5YZDAY0RsmfHhvgZ88O+H+eps0GnDWzfnGw0V+9mYP8Z/9z/53SuP+OhJR5BgYt8KFxcMsOmxROhLQOKa68+8C5zTlVDNIG+9SeM8sMPxiIUltaEv8XXfwZrcrrqAJmqrAfAtYTKpcp/Fl5D+NWG7F+25Xviqw4iJzEgoh7emKvs0Wvrgp3p6jUZxUoZ77hecWRX91++Tp1tGQW4k3q6JYWdZNym1V/k2R3c08iuzjrjEoI7zyxG79SWFQlJz+Tk29VXEGsjQOtwZCZ0QSYVq6LqDg8kqQkVCpBFxfZTTqHnEyIE9das2cfjcn8ANymRLHJrW6ZNDXkBAiJgodgopgMrRwnRzMkChyqVRsJpMM13UQxoBw7FGr2fTHCRXPwTHHDMYWs7Meg36sqclBxvWVZGW9ycXpJa7TZHYO9nYHPH6wwvHlFSjJ5socn7085vGjNcJhzHn3hm9+vcNPf3rE5sYappXw8vUl3/31B/z0413m2jMstev89ONtvvcbX+Pjj3aoNAIerDf503/7gt/6/nu8enVMjuDpg0X+/Ec7/O3feo+PPtnCsl3efbTMv/rjj/hbv/Uh27unjMYZ3/3mQ/7bf/0Tvve99zg6vuL0uM/f+u47/L//8Md8+9e+xng85tXLff6j3/8m/+xf/pSvv7eKZdtYKuNXf/UeWVzUyURaGPLbBV1m3rdmuDhKqPjtFTl91XST/DJH8/nHl3mHv+lr/6aPt/pSbvfm5z9ajz0wEMImlyYvXu5gOg6zrYCt19fce9Cm141I8pTlxRnebF+ysdnm5jomjEPWNhq8et5nbX2OKAm56I54ujnL89eXdFYWEGnIycWQp486vHlzTaNdJbAUO2cDvvJoga3tM6ozVVq+zZuDc5487LB/1Mdwa3SaDq+3z3nn3gKn3RsSabKxWOfFy3Mebs5xeTNmGCY8WJ/lszcXPFhtM4oi+r2Ed+81+PjVFcvLLchjjq4GvPtwhWevz+jMBdimz8HJGe89WePVm0saDYua7/PqqMsHj1ps7feoeRaVeoXdwwFffdzhxfYRlWqVds3hxcEF7z9cYe/wCsP3WZ71+Xj7mA8erHJ63idBcH+hyi+2b3h8v86gH9IbwVc26/z8+QmP1xcZRiPO+5IPHszws2cXrC/VwZDsnY352oMmz7d6BA0b6956A4TGQcvU1LjDB9d39xaDLxkcbxvr22hJYLy1CNWUCy6LiLhYMMYd9kgpia7KTVJIhyuQIro1lNNFZlKq2ZbWXyC/dPFr+K34buqOw/hcVPZFpsndGcNl6l5Kt9+lTJY8+zsF8zsFyluaia6BFO6yyOzuwlyFIXhr/K+avuetr1TT56ri5Mos4+3Ca5n+30k77ohZcudZuhQlAJPLy5w0N6g1fHq9jJmmTRxNyFKH5qxFrwu1uk+eZ2SJpDVncHWR02zZ5DmMhz6dxSrnZ30aTRPHsri6Mlldq3J22mVmpkpQNTg9DljbaHF91WW25tOaq7K3l/PowTz9fkQQmCyvzLKzfcHjJ3MMRyme2+D+wxYvnh/w9L1lZCqxleDJV9b57JNTnj5ax7RTDnt9vvX1Bzx7vs3mxjL1Gnz24oTv/cbX+eiT5yzMzbEw7/Ojn77it3/z6zz79CW1esD9e3P84M+f8d1ff4+tl6ekieLx0wX+zQ9f8Xu//XU++XgPw/D54L0V/ui//7f87u/8JttvjhkMBnz72+/x3/zLf8ff+u1vcHxxycnJJX/7t7/FP/8X/yPf/fUPGIVDXj0/4vd+79f45//qL/jq0/vYruIvf/Scv/N732Y4VFT8TOs+YaFU/jaac3eNlItySuv4/OOL8f/fJGv45Y/bNXWbTfzNqL1vBVR3Ara3IaoisHr7hXrPmSZpZvD6zQGWXWFuocrWmzMePJqnez0kzXKWVzpsvTxk82GH4TAmTsasrs/x5uUlq+szRPGYfjfi4YNZPnt9xdpSE0PGHF3HPH68yKvX57TnGniGwd7hBe++0+HN7im1epVWJeDV/gWPHqxweNzHcS0WZg1e75zxzsNlzi67SGmwuTjDszfHPH7codsdEcUJTzYX+OzlCQ/XZxmFMf3uhMcPFvn4zRmryw2UkhxfDnjv0TIv35yz1JnFMWHnsMt7TxbZ2r2gOVuh5lm8Pjzng0cr7B9f4wc1KlWL/YNLPny8zJu9Q2YadeYaupbx/pMNdg8vEG6N1bbPx1uHvH9/hdPLHrEyeLjY5OevT3hyr83gJmUwyXi6OsfPXx2xudZiFEWcXk/44FGbn7+8YKVTwzAVe6cDvv6wwyevz5iZrbJQDzB8T+K7OZ6T4doZrpNhGymWSLFEgiViLBIMlWDIFENliDxH5FIjRNNDad2+XGioSxogNV3RkApDahjFUKIwpeWhpgVBwzAKCEuhZ4OnU9OshAHKQmDrUZR68npRI7mta3zhMPRxu9MKCEDciebuzkifHuYXDqVMJEbhAPTPqqjfSKU7bPXPupAK1u1/yVFk+r8i1f9WxXMLsTjdU1FurNJJlAbg9mc1dSlvO5S3Dyh7HlRBYRbT4/Zrls4nTU0urjLiPKc+C9fdhGrdKrKMjNl2jV43pVI1ESJjEiY0Z+v0uzH1ho9pws1NzMJijavLCZVKHdc1ubqIWFpxubq6wfMqVGuCk6M+q2tthgPdfbzQDjjcu2JptUmve8N4GLO83GRn65TV1VnCScz19ZB7D9u8ernP8nKHJIk5POjy9Mkqzz/ZprPUwLUl26+u+ca3HvD65Rb1+iyNhuCjT/f4tW+8w8tnr/EaM6x2ZvjpT3b4/m98lZ2tIzLT5t79Nj/4k8/43nff5fK8Rz80ePp0hT/78xf8zvff49nzPUax4MP3V/mjP/ox3/3Ot9jb2eesF/Ld777Pv/xXP+I7v/o+5xfXvNm55re//w3+xR/9kK9/+JQ4GvLTj7b5e3/w6/zxD/6Kx/fW8QOTH/7bV/zBH/w6/+5Hv+DN9jGGBVIk6LkuJqJYd2L6b1EY3JIGq+tVf91B+V/1Nzx+mRPQqbQOyIpZNOVRFvi/fBnezZaYvkcJ6U6hqy8cmoWYS5OXb/bJFMwttHj18pC19Xl6vQFJYrK80mZ765D19UWGg5Cb/oi1tWV23lzTWWyT5RHdqzEb91vs7HRZWmiCAftHXe5t1jncvaTarFNxLPaPznjn6QpnJ10qbo3ZhseLvTMe3Jvj8rwHtmCp3ebN1iUP7y9z3b0mzgRrSzN89vKQjbVFer0BvXHCg/UFXr4+YW11jixU9K6HvPNgiedb+3QW66g84+Cox5OHWv13plEhsFN2jq9499E8W7s3Wq2jqni+3+W9h2ucHl1gUGW+YbK1f817j1fZOT5B2BWadZufbx3x7r0Vzk76CDw2Fip8unXCV+51uO4OmSRwb6nBL7bOeLLRYTyZcHUT83C9zcc7x2wuLWDKjNOLIV95MMcnW9cszddwvZyt4yFff7LIy+1Tms0GszWbn7y6wEAWg4NypbvJclUYmWIJTo2xbhYrDZAADCG/5Mj1c0VWHPmdZVG85+cWzu20Qj3/emrtSxgMhaHAQmApEIUjEdi6cQw9ovLzh1CWPqRdQFfW7Qb89x5fso+EnnyGkCgj1wcSKfSRk0//fffnnByJWRwGUpnkSiDJkSInF5JcSKRRNp7ddQK/LHb8sr+XFE1ZQCCKsv9Fqbs7vry/ug8BFDfDiEmcMdNq0u1KGjMOhmEwGsJ8p85Nf4IXCCxbcdPPmJuvcH09xPNsPA+uLnKWl2fpdrW0Q61ucXIUs7hUZTAYk+c5s22Hw4OQxeVZBsNLJpOE5cU6r7b7LC61kNGQ/mjMvYcN3rw4Y36ujsxTzk6GvPf+PC+fH9FuN3G8jN2tG772wRKfvd6iVmszW1V88ukV3/y1x2w9O8ZyZ9hYs/npX+3x7V99nxe7B0SZw4fr8/z5//iM7/zGOxzunXLenfCtDx/yP/zxM7717cecnHZ5tXvOt7+1wA/+/BO+970POT7t0R+O+Z3vr/PP/7sf8q1f+Srd/oCdowG/+9vv8P/5Fz/igw+/gjRDPvn0iL//u7/JH/7hT7h3/x6VmZh/+xdv+Ed/8Fv8m//hx7RbTdbutfnBn3zEf/L3f4u/+NFLlPBZ3WwziTO9RoRCc+Dyzx3mnfVZOpQvBjpvBT3ir//724duHv388ct0wW5X4v/v+c1dR/RlfSbavgh2dw7JpcHa+iqvXr9gdXWT8WTEeKzY2Oyws3PAQqdDlmV0ryPuP5pn680xs606jqs4Puzz6MkSB3vXVOs+geexs33C0/c2ODjsgi3pNCq82jnl0ZP7nJ7ckAiDhcUZXr4+590HCwx7Y8IYNjpNPnu5x/rGBje9ITdDxaONJs/fnLKxsUyWTbi8jnl6b47P3pwx25pBkLN/PuC9xyu83D6g3ZjFtWDn8IZvvrvCm51TrGqdhabDizc3fHB/mYPTS3LHY7nj8OzVkA/uL3J0eslEBqwumjzfveaDp3McHp+T5bM8WZvho5d9vrq5zvlVn7Mo59F6lZ+/PuLdtTrj4YSLMXz9/iIfvTllfalJmkzYP0v48GGTz14csdxq4zopz4+HfO29ZZ7vXTPb8KgGgk+2BnzjUYNPt0+x3DpLTYOP31zwq0+X+f8CXIWTbIjYLRoAAAAASUVORK5CYII=", "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "n = 2\n", "visualize_results(results.xyxy[n], paths[n])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## ONNX Runtime" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import onnxruntime" ] }, { "cell_type": "code", "execution_count": 203, "metadata": {}, "outputs": [], "source": [ "img = Image.open(paths[0]).convert('RGB')\n", "img = img.resize([640, 640])\n", "img_data = np.array(img, dtype='float32')\n", "img_data /= 255\n", "img_data = np.transpose(img_data, [2, 0, 1])\n", "img_data = np.expand_dims(img_data, 0)" ] }, { "cell_type": "code", "execution_count": 204, "metadata": {}, "outputs": [], "source": [ "session = onnxruntime.InferenceSession('yolo.onnx')" ] }, { "cell_type": "code", "execution_count": 205, "metadata": {}, "outputs": [], "source": [ "out = session.run(None, {'images': img_data})" ] }, { "cell_type": "code", "execution_count": 206, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 4.2146, 4.5375, 10.314, 15.986, 8.6725e-06, 0.70093, 0.045178, 0.29705], dtype=float32)" ] }, "execution_count": 206, "metadata": {}, "output_type": "execute_result" } ], "source": [ "out[0][0][0]" ] }, { "cell_type": "code", "execution_count": 213, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 4.2146, 4.5375, 10.314, ..., 0.70093, 0.045178, 0.29705],\n", " [ 12.776, 5.6764, 24.198, ..., 0.54898, 0.055967, 0.36242],\n", " [ 18.681, 4.3331, 33.507, ..., 0.56105, 0.037742, 0.44891],\n", " ...,\n", " [ 570.95, 606.44, 347.01, ..., 0.29749, 0.24229, 0.22642],\n", " [ 586.69, 603.72, 209.62, ..., 0.38223, 0.17725, 0.24477],\n", " [ 607.63, 607.44, 283.05, ..., 0.31305, 0.22977, 0.26856]], dtype=float32)" ] }, "execution_count": 213, "metadata": {}, "output_type": "execute_result" } ], "source": [ "out[0][0]" ] }, { "cell_type": "code", "execution_count": 191, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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xminyminxmaxymaxconfidencewith_maskmask_weared_incorrectwithout_mask
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...........................
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" ], "text/plain": [ " xmin ymin xmax ymax confidence \\\n", "0 4.214570 4.537497 10.313617 15.985667 8.672476e-06 \n", "1 12.776090 5.676386 24.197996 15.200418 2.652407e-06 \n", "2 18.680874 4.333120 33.507317 12.852788 2.145767e-06 \n", "3 26.508099 4.274238 35.192181 12.477221 9.238720e-07 \n", "4 33.960983 4.160562 35.272701 11.803977 5.662441e-07 \n", "... ... ... ... ... ... \n", "25195 493.527527 604.938293 866.446777 790.824097 7.003546e-06 \n", "25196 523.272339 603.406799 581.229065 550.291077 3.099442e-06 \n", "25197 570.945251 606.444519 347.007294 260.588562 1.093745e-05 \n", "25198 586.689819 603.715576 209.623520 170.480194 1.293421e-05 \n", "25199 607.628784 607.436646 283.054199 238.678299 3.635883e-06 \n", "\n", " with_mask mask_weared_incorrect without_mask \n", "0 0.700935 0.045178 0.297051 \n", "1 0.548981 0.055967 0.362423 \n", "2 0.561048 0.037742 0.448910 \n", "3 0.632332 0.032041 0.417051 \n", "4 0.651438 0.028722 0.364463 \n", "... ... ... ... \n", "25195 0.018933 0.558842 0.431098 \n", "25196 0.162965 0.322442 0.236716 \n", "25197 0.297493 0.242286 0.226423 \n", "25198 0.382226 0.177253 0.244768 \n", "25199 0.313055 0.229774 0.268563 \n", "\n", "[25200 rows x 8 columns]" ] }, "execution_count": 191, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.DataFrame(out[0][0])\n", "df = df.rename(columns={0:'xmin', 1:'ymin', 2:'xmax', 3:'ymax', 4:'confidence', 5:'with_mask', 6:'mask_weared_incorrect', 7:'without_mask'})\n", "df" ] }, { "cell_type": "code", "execution_count": 253, "metadata": {}, "outputs": [], "source": [ "# Non-Maximun Suppression が必要になる" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [], "source": [ "# !unzip -q test.zip" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "10" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "test_paths = sorted(glob('mask_data/test/*.png'))\n", "len(test_paths)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['mask_data/test/maksssksksss500.png',\n", " 'mask_data/test/maksssksksss501.png',\n", " 'mask_data/test/maksssksksss502.png']" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "test_paths[:3]" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "files = []\n", "for path in test_paths:\n", " img = Image.open(path).convert('RGB')\n", " buffered = BytesIO()\n", " img.save(buffered, format='JPEG')\n", " img_str = base64.b64encode(buffered.getvalue()).decode('utf-8')\n", " p = path.replace('test/images/', '')\n", " file = {\n", " 'file': p,\n", " 'img': img_str\n", " }\n", " files.append(file)\n", "# json_images = json.dumps(file)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "str" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(img_str)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "with open('mask_data/test.json', 'w') as f:\n", " json.dump(files, f, indent=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "with open('test.json') as f:\n", " test_dict_data = json.load(f)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "300" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(test_dict_data)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "file_names, images = [], []\n", "for data in test_dict_data:\n", " file_names.append(data['file'])\n", " image_str = data['img']\n", " image_bytes = base64.b64decode(image_str.encode('utf-8'))\n", " image_bytesio = BytesIO(image_bytes)\n", " image = Image.open(image_bytesio)\n", " images.append(image)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(300, 300)" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(file_names), len(images)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['maksssksksss500.png', 'maksssksksss501.png']" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "file_names[:2]" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Using cache found in /Users/taichinakabeppu/.cache/torch/hub/ultralytics_yolov5_master\n", "YOLOv5 🚀 2022-4-28 torch 1.9.0 CPU\n", "\n", "Loading yolo.onnx for ONNX Runtime inference...\n", "Adding AutoShape... \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Runtime = 0:01:14.502966\n" ] }, { "data": { "text/html": [ "
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filexminyminxmaxymaxconfidenceclass
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" ], "text/plain": [ " file xmin ymin xmax ymax confidence class\n", "0 maksssksksss500.png 111 231 212 370 0.958664 with_mask\n", "1 maksssksksss501.png 44 37 117 126 0.951905 with_mask\n", "2 maksssksksss501.png 160 47 220 122 0.950687 with_mask\n", "3 maksssksksss501.png 353 64 400 132 0.949953 with_mask\n", "4 maksssksksss501.png 302 52 349 117 0.943344 with_mask\n", "... ... ... ... ... ... ... ...\n", "1297 maksssksksss799.png 44 41 64 65 0.904429 with_mask\n", "1298 maksssksksss799.png 85 238 133 283 0.899709 with_mask\n", "1299 maksssksksss799.png 317 248 332 264 0.875682 with_mask\n", "1300 maksssksksss799.png 304 211 324 229 0.867625 with_mask\n", "1301 maksssksksss799.png 341 247 366 275 0.386450 with_mask\n", "\n", "[1302 rows x 7 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# ONNX モデル読み込み\n", "onnx_model = torch.hub.load(\n", " 'ultralytics/yolov5',\n", " 'custom',\n", " path='yolo.onnx',\n", " device='cpu')\n", "\n", "# 推論\n", "start = datetime.now()\n", "onnx_model.eval()\n", "with torch.no_grad():\n", " results = onnx_model(images)\n", "end = datetime.now()\n", "print('Runtime =', end-start)\n", "\n", "# 結果格納\n", "results_df = pd.DataFrame()\n", "for p, n in zip(file_names, range(len(results))):\n", " df_ = results.pandas().xyxy[n]\n", " # p = p.replace('mask_data/test_answer/images/', '')\n", " df_.insert(0, 'file', p)\n", " results_df = pd.concat([results_df, df_])\n", "results_df['xmin'] = results_df['xmin'].astype('int')\n", "results_df['ymin'] = results_df['ymin'].astype('int')\n", "results_df['xmax'] = results_df['xmax'].astype('int')\n", "results_df['ymax'] = results_df['ymax'].astype('int')\n", "results_df = results_df.drop('class', axis=1).rename(columns={'name': 'class'}).reset_index(drop=True)\n", "results_df" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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7maksssksksss502.png177572441230.961261without_mask
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" ], "text/plain": [ " file xmin ymin xmax ymax confidence class\n", "0 maksssksksss500.png 111 231 212 370 0.958664 with_mask\n", "1 maksssksksss501.png 44 37 117 126 0.951905 with_mask\n", "2 maksssksksss501.png 160 47 220 122 0.950687 with_mask\n", "3 maksssksksss501.png 353 64 400 132 0.949953 with_mask\n", "4 maksssksksss501.png 302 52 349 117 0.943344 with_mask\n", "5 maksssksksss501.png 0 44 42 126 0.941737 with_mask\n", "6 maksssksksss501.png 232 38 297 108 0.926159 with_mask\n", "7 maksssksksss502.png 177 57 244 123 0.961261 without_mask\n", "8 maksssksksss502.png 59 73 118 130 0.951826 without_mask\n", "9 maksssksksss502.png 346 103 398 169 0.948219 with_mask" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "results_df.head(10)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "output = []\n", "for file_name in file_names:\n", " out = {}\n", " out['file'] = file_name\n", " out['prediction'] = []\n", " df = results_df[results_df['file']==file_name]\n", " for index, row in df.iterrows():\n", " pred = {}\n", " pred['class'] = row['class']\n", " pred['xmin'] = row['xmin']\n", " pred['ymin'] = row['ymin']\n", " pred['xmax'] = row['xmax']\n", " pred['ymax'] = row['ymax']\n", " pred['confidence'] = row['confidence']\n", " out['prediction'].append(pred)\n", " output.append(out)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'file': 'maksssksksss500.png',\n", " 'prediction': [{'class': 'with_mask',\n", " 'xmin': 111,\n", " 'ymin': 231,\n", " 'xmax': 212,\n", " 'ymax': 370,\n", " 'confidence': 0.9586641788482666}]}" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "output[0]" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "6" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(output[1]['prediction'])" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "# 書き出し\n", "with open('output.json', 'w') as fp:\n", " json.dump(output, fp, ensure_ascii=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "### init ###\n", "import json\n", "import base64\n", "from io import BytesIO\n", "import os\n", "from datetime import datetime\n", "from glob import glob\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from PIL import Image, ImageDraw, ImageFont\n", "import torch\n", "import torch.onnx\n", "import onnx\n", "import onnxruntime" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def create_data(INPUT_FILE_PATH):\n", "\n", " with open(INPUT_FILE_PATH) as f:\n", " test_dict_data = json.load(f)\n", "\n", " file_names, images = [], []\n", " for data in test_dict_data:\n", " file_names.append(data['file'])\n", " image_str = data['img']\n", " image_bytes = base64.b64decode(image_str.encode('utf-8'))\n", " image_bytesio = BytesIO(image_bytes)\n", " image = Image.open(image_bytesio)\n", " images.append(image)\n", "\n", " return file_names, images" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def load_model(MODEL_FILE_PATH):\n", " model = torch.hub.load(\n", " 'ultralytics/yolov5',\n", " 'custom',\n", " path=MODEL_FILE_PATH,\n", " device='cpu')\n", " model.eval()\n", " return model" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def predict(model, images):\n", "\n", " start = datetime.now()\n", " with torch.no_grad():\n", " results = model(images)\n", " end = datetime.now()\n", " print('Runtime =', end-start)\n", "\n", " return results" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def create_output(file_names, results, OUTPUT_FILE_PATH):\n", " results_df = pd.DataFrame()\n", " for p, n in zip(file_names, range(len(results))):\n", " df_ = results.pandas().xyxy[n]\n", " # p = p.replace('mask_data/test_answer/images/', '')\n", " df_.insert(0, 'file', p)\n", " results_df = pd.concat([results_df, df_])\n", " results_df['xmin'] = results_df['xmin'].astype('int')\n", " results_df['ymin'] = results_df['ymin'].astype('int')\n", " results_df['xmax'] = results_df['xmax'].astype('int')\n", " results_df['ymax'] = results_df['ymax'].astype('int')\n", " results_df = results_df.drop('class', axis=1).rename(columns={'name': 'class'}).reset_index(drop=True)\n", "\n", " output = []\n", " for file_name in file_names:\n", " out = {}\n", " out['file'] = file_name\n", " out['prediction'] = []\n", " df = results_df[results_df['file']==file_name]\n", " for index, row in df.iterrows():\n", " pred = {}\n", " pred['class'] = row['class']\n", " pred['xmin'] = row['xmin']\n", " pred['ymin'] = row['ymin']\n", " pred['xmax'] = row['xmax']\n", " pred['ymax'] = row['ymax']\n", " pred['confidence'] = row['confidence']\n", " out['prediction'].append(pred)\n", " output.append(out)\n", "\n", " return output" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "INPUT_FILE_PATH = 'test.json'\n", "MODEL_FILE_PATH = 'yolo.onnx'\n", "OUTPUT_FILE_PATH = 'output.json'" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def main():\n", " print('Start processing')\n", " file_names, images = create_data(INPUT_FILE_PATH)\n", " model = load_model(MODEL_FILE_PATH)\n", " results = predict(model, images)\n", " output = create_output(file_names, results, OUTPUT_FILE_PATH)\n", " # 書き出し\n", " with open(OUTPUT_FILE_PATH, 'w') as fp:\n", " json.dump(output, fp, ensure_ascii=False)\n", " print(' ')\n", " print('File export is complete')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Start processing\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Using cache found in /Users/taichinakabeppu/.cache/torch/hub/ultralytics_yolov5_master\n", "YOLOv5 🚀 2022-4-28 torch 1.9.0 CPU\n", "\n", "Loading yolo.onnx for ONNX Runtime inference...\n", "Adding AutoShape... \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Runtime = 0:01:56.070969\n", " \n", "File export is complete\n" ] } ], "source": [ "if __name__ == '__main__':\n", " main()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "with open(OUTPUT_FILE_PATH) as f:\n", " data = json.load(f)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'file': 'maksssksksss500.png',\n", " 'prediction': [{'class': 'with_mask',\n", " 'xmin': 111,\n", " 'ymin': 231,\n", " 'xmax': 212,\n", " 'ymax': 370,\n", " 'confidence': 0.9586641788482666}]}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data[0]" ] } ], "metadata": { "interpreter": { "hash": "195d00c3bc2576aa3aa8d34b1ef69c319bc4c5e1d04057dba8a69b2c34c3aaa0" }, "kernelspec": { "display_name": "Python 3.8.8 ('base')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }