diff --git a/__pycache__/utils.cpython-312.pyc b/__pycache__/utils.cpython-312.pyc index b04e151..60d1743 100644 Binary files a/__pycache__/utils.cpython-312.pyc and b/__pycache__/utils.cpython-312.pyc differ diff --git a/demo.ipynb b/demo.ipynb index 508f66a..03f480f 100644 --- a/demo.ipynb +++ b/demo.ipynb @@ -20,29 +20,39 @@ "from PIL import Image\n", "device = 'cuda'\n", "\n", - "som_model = get_yolo_model(model_path='weights/icon_detect/best.pt')\n", + "# som_model = get_yolo_model(model_path='weights/icon_detect/best.pt')\n", + "# som_model = get_yolo_model(model_path='/home/yadonglu/sandbox/data/yolo/runs/detect/yolo11l_som_detection_seq_10ep_b32_filter5more4/weights/best.pt')\n", + "# som_model = get_yolo_model('/home/yadonglu/sandbox/data/yolo/runs/detect/yolo11l_som_detection_seq_10ep_b24_filter5more1280/weights/best.pt')\n", + "som_model = get_yolo_model(model_path='/home/yadonglu/sandbox/data/yolo/runs/detect/yolov8n_v8_xcyc/weights/best.pt')\n", + "\n", "som_model.to(device)\n", "print('model to {}'.format(device))" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Loading checkpoint shards: 100%|██████████| 2/2 [00:01<00:00, 1.81it/s]\n" + "Florence2LanguageForConditionalGeneration has generative capabilities, as `prepare_inputs_for_generation` is explicitly overwritten. However, it doesn't directly inherit from `GenerationMixin`. From 👉v4.50👈 onwards, `PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate` and other related functions.\n", + " - If you're using `trust_remote_code=True`, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes\n", + " - If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).\n", + " - If you are not the owner of the model architecture class, please contact the model code owner to update it.\n" ] } ], "source": [ "# two choices for caption model: fine-tuned blip2 or florence2\n", - "\n", - "caption_model_processor = get_caption_model_processor(model_name=\"blip2\", model_name_or_path=\"weights/icon_caption_blip2\", device=device)\n", - "# caption_model_processor = get_caption_model_processor(model_name=\"florence2\", model_name_or_path=\"weights/icon_caption_florence\", device=device)\n", + "import importlib\n", + "import utils\n", + "importlib.reload(utils)\n", + "from utils import get_som_labeled_img, check_ocr_box, get_caption_model_processor, get_yolo_model\n", + "# caption_model_processor = get_caption_model_processor(model_name=\"blip2\", model_name_or_path=\"weights/icon_caption_blip2\", device=device)\n", + "caption_model_processor = get_caption_model_processor(model_name=\"florence2\", model_name_or_path=\"weights/icon_caption_florence\", device=device)\n", "\n" ] }, @@ -68,68 +78,96 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "image size: (1024, 768)\n", + "image size: (1919, 1079)\n", + "ocr time: 0.6392908096313477\n", "\n", - "image 1/1 /home/yadonglu/OmniParser/imgs/omni3.jpg: 480x640 160 0s, 5.3ms\n", - "Speed: 1.8ms preprocess, 5.3ms inference, 1.1ms postprocess per image at shape (1, 3, 480, 640)\n" + "image 1/1 /home/yadonglu/OmniParser/imgs/word.png: 736x1280 138 icons, 6.0ms\n", + "Speed: 5.6ms preprocess, 6.0ms inference, 1.3ms postprocess per image at shape (1, 3, 736, 1280)\n", + "len(yolo xyxy_elem): 138\n", + "len(filtered_boxes): 153\n", + "starting_idx: 39 [{'type': 'text', 'bbox': [0.4095883369445801, 0.011121409013867378, 0.4544033408164978, 0.037071362137794495], 'interactivity': False, 'content': 'O Search'}, {'type': 'text', 'bbox': [0.31474727392196655, 0.05004633963108063, 0.3335070312023163, 0.07136237621307373], 'interactivity': False, 'content': 'Help'}, {'type': 'text', 'bbox': [0.09692548215389252, 0.07877664268016815, 0.13861386477947235, 0.11306765675544739], 'interactivity': False, 'content': 'Aptos (Body)'}, {'type': 'text', 'bbox': [0.1750911921262741, 0.08248378336429596, 0.20844189822673798, 0.10843373835086823], 'interactivity': False, 'content': 'A A'}, {'type': 'text', 'bbox': [0.15945805609226227, 0.08433734625577927, 0.1792600303888321, 0.10658016800880432], 'interactivity': False, 'content': '12'}, {'type': 'text', 'bbox': [0.2053152620792389, 0.08804448693990707, 0.21573735773563385, 0.10472659766674042], 'interactivity': False, 'content': 'A'}, {'type': 'text', 'bbox': [0.5059927105903625, 0.1010194644331932, 0.5622720122337341, 0.12696941196918488], 'interactivity': False, 'content': 'No Spacing'}, {'type': 'text', 'bbox': [0.013548723421990871, 0.11028730124235153, 0.03230849280953407, 0.13067655265331268], 'interactivity': False, 'content': 'Paste'}, {'type': 'text', 'bbox': [0.7905158996582031, 0.10750695317983627, 0.8144866824150085, 0.1343836933374405], 'interactivity': False, 'content': 'Dictate'}, {'type': 'text', 'bbox': [0.8217821717262268, 0.11028730124235153, 0.8561750650405884, 0.13067655265331268], 'interactivity': False, 'content': 'Sensitivity'}, {'type': 'text', 'bbox': [0.859301745891571, 0.11028730124235153, 0.8863991498947144, 0.13067655265331268], 'interactivity': False, 'content': 'Add-ins'}, {'type': 'text', 'bbox': [0.03543512150645256, 0.12696941196918488, 0.08754559606313705, 0.14735867083072662], 'interactivity': False, 'content': ' Format Painter'}, {'type': 'text', 'bbox': [0.03230849280953407, 0.14735867083072662, 0.06253256648778915, 0.16682113707065582], 'interactivity': False, 'content': 'Clipboard'}, {'type': 'text', 'bbox': [0.793642520904541, 0.14735867083072662, 0.8124023079872131, 0.16682113707065582], 'interactivity': False, 'content': 'Voice'}, {'type': 'text', 'bbox': [0.8217821717262268, 0.14735867083072662, 0.8530484437942505, 0.16682113707065582], 'interactivity': False, 'content': 'Sensitivity'}, {'type': 'text', 'bbox': [0.8603439331054688, 0.14921222627162933, 0.8863991498947144, 0.16589434444904327], 'interactivity': False, 'content': 'Add-ins'}, {'type': 'text', 'bbox': [0.3303804099559784, 0.3271547853946686, 0.5528921484947205, 0.35125115513801575], 'interactivity': False, 'content': 'Select the icon or press Alt + i to draft with Copilot'}, {'type': 'text', 'bbox': [0.2834809720516205, 0.964782178401947, 0.3272537887096405, 0.9925857186317444], 'interactivity': False, 'content': 'Q Search'}, {'type': 'text', 'bbox': [0.8811880946159363, 0.9740500450134277, 0.8968212604522705, 0.9870250225067139], 'interactivity': False, 'content': 'ENG'}, {'type': 'text', 'bbox': [0.4461365044116974, 0.08593711256980896, 0.5004594922065735, 0.13803847134113312], 'interactivity': True, 'content': 'Normal'}, {'type': 'text', 'bbox': [0.28468257188796997, 0.9658483862876892, 0.39753952622413635, 0.9922502040863037], 'interactivity': True, 'content': 'Micre'}, {'type': 'text', 'bbox': [0.11417322605848312, 0.04715792462229729, 0.1433885395526886, 0.07235562056303024], 'interactivity': True, 'content': 'Design'}, {'type': 'text', 'bbox': [0.17643451690673828, 0.04488927125930786, 0.21837946772575378, 0.07394096255302429], 'interactivity': True, 'content': 'References'}, {'type': 'text', 'bbox': [0.8177276849746704, 0.07511968910694122, 0.8561493158340454, 0.16528815031051636], 'interactivity': True, 'content': 'D'}, {'type': 'text', 'bbox': [0.6755335927009583, 0.08541350066661835, 0.7248936891555786, 0.13955014944076538], 'interactivity': True, 'content': 'Title'}, {'type': 'text', 'bbox': [0.14668574929237366, 0.045901816338300705, 0.1752324253320694, 0.072769895195961], 'interactivity': True, 'content': 'Layout'}, {'type': 'text', 'bbox': [0.08726166933774948, 0.04644031077623367, 0.11141190677881241, 0.07269682735204697], 'interactivity': True, 'content': 'Draw'}, {'type': 'text', 'bbox': [0.8894716501235962, 0.06964284926652908, 0.9436731934547424, 0.16300201416015625], 'interactivity': True, 'content': 'Editor Copilot'}, {'type': 'text', 'bbox': [0.6147372126579285, 0.08629068732261658, 0.6718695163726807, 0.13923479616641998], 'interactivity': True, 'content': 'Heading 2'}, {'type': 'text', 'bbox': [0.06053263321518898, 0.047255054116249084, 0.08645886927843094, 0.07195389270782471], 'interactivity': True, 'content': 'Insert'}, {'type': 'text', 'bbox': [0.8563070893287659, 0.07651296257972717, 0.889212429523468, 0.1664792150259018], 'interactivity': True, 'content': '8'}, {'type': 'text', 'bbox': [0.7876418828964233, 0.07469206303358078, 0.8175269365310669, 0.1621483713388443], 'interactivity': True, 'content': '0'}, {'type': 'text', 'bbox': [0.007089866325259209, 0.01363952737301588, 0.018526049330830574, 0.032497718930244446], 'interactivity': True, 'content': 'W'}, {'type': 'text', 'bbox': [0.30021366477012634, 0.3190361261367798, 0.31643131375312805, 0.34735801815986633], 'interactivity': True, 'content': 'D'}, {'type': 'text', 'bbox': [0.21942667663097382, 0.04568830877542496, 0.25494542717933655, 0.07406076043844223], 'interactivity': True, 'content': 'Mailings'}, {'type': 'text', 'bbox': [0.25636550784111023, 0.04518433287739754, 0.2858092486858368, 0.07389292120933533], 'interactivity': True, 'content': 'Review'}, {'type': 'text', 'bbox': [0.006459471769630909, 0.046762336045503616, 0.026915598660707474, 0.07227768003940582], 'interactivity': True, 'content': 'File'}, {'type': 'text', 'bbox': [0.28657442331314087, 0.04530952498316765, 0.31056687235832214, 0.07388748973608017], 'interactivity': True, 'content': 'View'}] {'type': 'icon', 'bbox': [0.939536452293396, 0.047143008559942245, 0.9767297506332397, 0.06952092796564102], 'interactivity': True, 'content': None}\n", + "num of filtered_boxes from starting_ix 114\n", + "batch: 0\n", + "generated_ids shape: torch.Size([64, 16])\n", + "forward time: 2.68975830078125\n", + "decode time: 0.0021905899047851562\n", + "batch: 64\n", + "generated_ids shape: torch.Size([50, 17])\n", + "forward time: 2.1293320655822754\n", + "decode time: 0.0018739700317382812\n", + "caption time: 5.244395732879639\n", + "end to end time: 5.883686542510986\n" ] } ], "source": [ + "# reload utils\n", + "import importlib\n", + "import utils\n", + "importlib.reload(utils)\n", + "from utils import get_som_labeled_img, check_ocr_box, get_caption_model_processor, get_yolo_model\n", "\n", - "cnt = 0\n", "image_path = 'imgs/google_page.png'\n", - "# image_path = 'imgs/windows_home.png'\n", + "image_path = 'imgs/windows_home.png'\n", "image_path = 'imgs/windows_multitab.png'\n", - "image_path = 'imgs/omni3.jpg'\n", - "\n", + "# image_path = 'imgs/omni3.jpg'\n", + "# image_path = 'imgs/ios.png'\n", + "image_path = 'imgs/word.png'\n", + "# image_path = 'imgs/excel.png'\n", + "# image_path = 'imgs/onenote.png'\n", "\n", "image = Image.open(image_path)\n", "image_rgb = image.convert('RGB')\n", "print('image size:', image.size)\n", "\n", - "box_overlay_ratio = image.size[0] / 3200\n", + "box_overlay_ratio = max(image.size) / 3200\n", "draw_bbox_config = {\n", " 'text_scale': 0.8 * box_overlay_ratio,\n", " 'text_thickness': max(int(2 * box_overlay_ratio), 1),\n", " 'text_padding': max(int(3 * box_overlay_ratio), 1),\n", " 'thickness': max(int(3 * box_overlay_ratio), 1),\n", "}\n", - "BOX_TRESHOLD = 0.03\n", + "BOX_TRESHOLD = 0.05\n", "\n", - "ocr_bbox_rslt, is_goal_filtered = check_ocr_box(image_path, display_img = False, output_bb_format='xyxy', goal_filtering=None, easyocr_args={'paragraph': False, 'text_threshold':0.9}, use_paddleocr=False)\n", + "import time\n", + "start = time.time()\n", + "ocr_bbox_rslt, is_goal_filtered = check_ocr_box(image_path, display_img = False, output_bb_format='xyxy', goal_filtering=None, easyocr_args={'paragraph': False, 'text_threshold':0.5}, use_paddleocr=True)\n", "text, ocr_bbox = ocr_bbox_rslt\n", + "cur_time_ocr = time.time() \n", + "print('ocr time:', cur_time_ocr - start)\n", "\n", - "dino_labled_img, label_coordinates, parsed_content_list = get_som_labeled_img(image_path, som_model, BOX_TRESHOLD = BOX_TRESHOLD, output_coord_in_ratio=False, ocr_bbox=ocr_bbox,draw_bbox_config=draw_bbox_config, caption_model_processor=caption_model_processor, ocr_text=text,use_local_semantics=True, iou_threshold=0.1)\n", - "\n", - "\n" + "dino_labled_img, label_coordinates, parsed_content_list = get_som_labeled_img(image_path, som_model, BOX_TRESHOLD = BOX_TRESHOLD, output_coord_in_ratio=True, ocr_bbox=ocr_bbox,draw_bbox_config=draw_bbox_config, caption_model_processor=caption_model_processor, ocr_text=text,use_local_semantics=True, iou_threshold=0.7, scale_img=False, batch_size=64)\n", + "cur_time_caption = time.time() \n", + "print('caption time:', cur_time_caption - cur_time_ocr)\n", + "print('end to end time: ', cur_time_caption - start)\n", + "# output format: {'type': 'icon/text', 'content': 'OneNote', 'bbox': [0.0, 0.0, 0.0, 0.0], 'interactivity': High}\n" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 18, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] @@ -148,143 +186,241 @@ "image = Image.open(io.BytesIO(base64.b64decode(dino_labled_img)))\n", "plt.axis('off')\n", "\n", - "plt.imshow(image)\n" + "plt.imshow(image)\n", + "# print(len(parsed_content_list))\n" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 25, "metadata": {}, "outputs": [ { "data": { + "text/html": [ + "
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typebboxinteractivitycontentID
0text[0.4095883369445801, 0.011121409013867378, 0.4...FalseO Search0
1text[0.31474727392196655, 0.05004633963108063, 0.3...FalseHelp1
2text[0.09692548215389252, 0.07877664268016815, 0.1...FalseAptos (Body)2
3text[0.1750911921262741, 0.08248378336429596, 0.20...FalseA A3
4text[0.15945805609226227, 0.08433734625577927, 0.1...False124
..................
148icon[0.7477767467498779, 0.07976064831018448, 0.76...TrueFind.148
149icon[0.9812965989112854, 0.970005989074707, 0.9904...TrueNotifications149
150icon[0.10905546694993973, 0.00921074952930212, 0.1...TrueExpand to show more options150
151icon[0.21692517399787903, 0.08472321182489395, 0.2...TrueSuperscript151
152icon[0.7569739818572998, 0.128729909658432, 0.7768...TrueSelect option.152
\n", + "

153 rows × 5 columns

\n", + "
" + ], "text/plain": [ - "['Text Box ID 0: Finder',\n", - " 'Text Box ID 1: Edit',\n", - " 'Text Box ID 2: 7.43PM',\n", - " 'Text Box ID 3: AirDrop',\n", - " 'Text Box ID 4: AirDrop',\n", - " 'Text Box ID 5: Recents',\n", - " 'Text Box ID 6: Applications',\n", - " 'Text Box ID 7: Downloads',\n", - " 'Text Box ID 8: ICloud Drive',\n", - " 'Text Box ID 9: Shared',\n", - " 'Text Box ID 10: UC Davis',\n", - " 'Text Box ID 11: Red',\n", - " 'Text Box ID 12: Orange',\n", - " 'Text Box ID 13: Yellow',\n", - " 'Text Box ID 14: Green',\n", - " 'Text Box ID 15: Hiow Me',\n", - " 'Text Box ID 16: discoverod bY: Evortono',\n", - " 'Text Box ID 17: Tags _',\n", - " 'Icon Box ID 18: a grid of squares.',\n", - " 'Icon Box ID 19: a three-column layout.',\n", - " 'Icon Box ID 20: a list of documents.',\n", - " 'Icon Box ID 21: a browser or web browser.',\n", - " 'Icon Box ID 22: a list of options or options.',\n", - " 'Icon Box ID 23: an arrow pointing to the left.',\n", - " 'Icon Box ID 24: a monitor or television screen.',\n", - " 'Icon Box ID 25: a cloud or cloud-related feature.',\n", - " 'Icon Box ID 26: a document or file.',\n", - " 'Icon Box ID 27: a list of locations.',\n", - " 'Icon Box ID 28: a loading or buffering indicator.',\n", - " 'Icon Box ID 29: a download or upload function.',\n", - " 'Icon Box ID 30: a magnifying glass.',\n", - " 'Icon Box ID 31: a play button.',\n", - " 'Icon Box ID 32: a tag or label.',\n", - " 'Icon Box ID 33: a folder used for organizing files.',\n", - " 'Icon Box ID 34: a file or folder.',\n", - " 'Icon Box ID 35: a window.',\n", - " 'Icon Box ID 36: a network connection.',\n", - " 'Icon Box ID 37: a loading or buffering indicator.',\n", - " 'Icon Box ID 38: a loading or buffering indicator.',\n", - " 'Icon Box ID 39: a dropdown menu with multiple options.',\n", - " 'Icon Box ID 40: a toggle switch in the \"on\" position.',\n", - " 'Icon Box ID 41: a cloud-based service or application.',\n", - " 'Icon Box ID 42: a loading or buffering indicator.',\n", - " 'Icon Box ID 43: the \"View\" function.',\n", - " 'Icon Box ID 44: the letter \"A\".',\n", - " 'Icon Box ID 45: a \"Go\" button.',\n", - " 'Icon Box ID 46: a magnifying glass or search function.',\n", - " 'Icon Box ID 47: an arrow pointing to the right.',\n", - " 'Icon Box ID 48: a loading or buffering indicator.',\n", - " 'Icon Box ID 49: a loading or buffering indicator.',\n", - " 'Icon Box ID 50: a loading or buffering indicator.',\n", - " 'Icon Box ID 51: an Apple logo.',\n", - " 'Icon Box ID 52: a toggle switch for volume control.',\n", - " 'Icon Box ID 53: a warning or alert.',\n", - " 'Icon Box ID 54: an arrow pointing to the left.',\n", - " 'Icon Box ID 55: a loading or progress bar.',\n", - " 'Icon Box ID 56: a help or support function.',\n", - " 'Icon Box ID 57: a video call or video chat application.',\n", - " 'Icon Box ID 58: an airplane flying in the sky.',\n", - " 'Icon Box ID 59: a loading or buffering indicator.',\n", - " 'Icon Box ID 60: a notification or alert.',\n", - " 'Icon Box ID 61: a Bluetooth connection.',\n", - " 'Icon Box ID 62: a person looking at a computer screen.',\n", - " 'Icon Box ID 63: a cloud storage service.',\n", - " 'Icon Box ID 64: a search function.',\n", - " 'Icon Box ID 65: an airplane flying over a city.',\n", - " 'Icon Box ID 66: a user profile or profile picture.',\n", - " 'Icon Box ID 67: a user profile or profile picture.']" + " type bbox interactivity \\\n", + "0 text [0.4095883369445801, 0.011121409013867378, 0.4... False \n", + "1 text [0.31474727392196655, 0.05004633963108063, 0.3... False \n", + "2 text [0.09692548215389252, 0.07877664268016815, 0.1... False \n", + "3 text [0.1750911921262741, 0.08248378336429596, 0.20... False \n", + "4 text [0.15945805609226227, 0.08433734625577927, 0.1... False \n", + ".. ... ... ... \n", + "148 icon [0.7477767467498779, 0.07976064831018448, 0.76... True \n", + "149 icon [0.9812965989112854, 0.970005989074707, 0.9904... True \n", + "150 icon [0.10905546694993973, 0.00921074952930212, 0.1... True \n", + "151 icon [0.21692517399787903, 0.08472321182489395, 0.2... True \n", + "152 icon [0.7569739818572998, 0.128729909658432, 0.7768... True \n", + "\n", + " content ID \n", + "0 O Search 0 \n", + "1 Help 1 \n", + "2 Aptos (Body) 2 \n", + "3 A A 3 \n", + "4 12 4 \n", + ".. ... ... \n", + "148 Find. 148 \n", + "149 Notifications 149 \n", + "150 Expand to show more options 150 \n", + "151 Superscript 151 \n", + "152 Select option. 152 \n", + "\n", + "[153 rows x 5 columns]" ] }, - "execution_count": 19, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# print(label_coordinates)\n", - "parsed_content_list" + "import pandas as pd\n", + "df = pd.DataFrame(parsed_content_list)\n", + "df['ID'] = range(len(df))\n", + "\n", + "df" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 26, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "745.1158 0.0 19.692017 21.1491\n" - ] - }, { "data": { + "text/html": [ + "
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typebboxinteractivitycontentID
47icon[0.11308763176202774, 0.10972367227077484, 0.1...TrueItalic47
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" + ], "text/plain": [ - "" + " type bbox interactivity \\\n", + "47 icon [0.11308763176202774, 0.10972367227077484, 0.1... True \n", + "\n", + " content ID \n", + "47 Italic 47 " ] }, - "execution_count": 25, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": 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MD/ZTb1l4U1MoDbM6FXzAV6Vzf+UrX+HBBx9k586dOI7DzMxMOK+7rsuTTz7J/v37sW07XDvEwfXSpUuk02k++MEP8uqrr5Y993379nHs2DEymQz33XcfnZ2d3Hbbbdx222309PRw4sQJOjs78TyPkydP8n//7//lzJkz3HvvvZw5cybsI/IcVpJV81n5yZ/8SQYHB/nMZz5DX18ft99+O9/4xjfmON0uFen0U1NTPPvss9x2223Yts3GjRvZu3dvmfRr7r57e3v5+te/zqlTp3jqqaeYnJxkeHiYQqHA4OAg73rXu/jqV7/K0NAQ9913H9/97nfp7OwMhY3oAJLB8cILLzA8PMzhw4fDSeG9730vZ8+eDbUYlbQIb775Ju985zt55plnyOfzTE1N8dJLLzE1NcXevXvJZrOhBB2dWIaGhvjrv/5rXnvttfA63vWud3Hs2DG+/OUvc+bMGerq6kKhzPx9GXBPPfUUH/7wh3Fdlz/5kz/hh3/4h3n99dfnaFXkeqFkvvuzP/szXnjhBYIg4MyZM9TX19Pf3x/aL7//+7+fAwcOoLVm165d/O3f/i2nTp2iWCyGfifmOaVdfd/nhRdeYGxsjBdffJF8Ps/+/ft57bXXQm1Yb28vhw4dSkxACbFFAZ7n4vk+3/6nf6KzrZk33zjGYN8Fnvz6KXZsamZmcppjp4eY8gPK95kl4WNmZoYf+qEf4uWXX2Z4eLjigguleaOvr4+GhgYuXLjAk08+yQMPPMDhw4fn1UrKfOf7Pul0ml/8xV/kySefZGxsjLa2tsuaaubOaX/yJ3/CgQMH+MxnPsPk5CRDQ0NkejJks1nGx8fDucicA7TWHDp0iK6uLjo6OsrmvfCulWJmZoZjx47xv/7X/6Kvrw+lFM3NzUBJg+95HqdPn66ocbUsi0KhwN/8zd/wn/7Tf6KhoYFPfvKT8/pbBEHAxYsXOXLkCO9///vJZrP88A//cGjSNs8rZqC3v/3t3HzzzYyNjfH5z3+enp4elKUgnKoUCp9CvpcLFw/QWneBo3/4GtOex1vH3wJfesdlxsfHefDBB/na177GDTfcQC6X49ChQ+zduxfbtnnjjTc4efIkf/Znf8bFixd597vfzcGDBxkYGGDdunUUCgWamprwPI/NmzeXNF0TE6FG5NChQ4yNjfFP//RPPPHEE9x8882cP3+ed7zjHczMzHD69Gmee+45nn/+eWzb5oUXXuDIkSNcunQp1J7N1/euhlXLs3I1jI+Phx1SEOlca83evXv57Gc/i+d5jI6O8gu/8AsMDw+XHSs7EVNDYTaF6YgUVYWax0U7tiz65nfNz6Iq1kqaGfleVItiOrbN99vR35VjTJ8eOW+0QzmOg+d54Q7I/Dz6W6aQZprU5mtPs72j7W6eI7pTM6/d3MFYlkU2m2X37t0cPHgwvLf51NEJCWsZWym0UnR1b+Bd999PV0cbXe1NnDlxhMHet9h3240ceP41/t/3XqMQWLgBiBkIwLEd7rnnHj7ykY9w+vRpvvKVr/C2t72NP/7jPwYqz21tbW08/PDDtLa28tJLL/H888/jed4c3zSArVu38qUvfYnu7m5838dxHIrFIrZtUygU+MQnPsH//cb/heeBY8C/Kn3fnJN27tzJ8PAwfb/fR8dtHWz5V1t48YUXy65JjhXNyL/6V/+KAwcOhFGi0TlFKUVHRwe5XC6cK2SusSyLvr6+UJCodF8yp3R0dISaE5kbo20mLzl3JpPhgQce4Lvf/S6jo6Nlz1Ou7Z3vfGdo1h8cHOSpp57izNkzs6qVksbEQpNRmnUNddy2dzv19ZqTb/Xy5tkhpjyFF/oplZ63UhZRHVMQBKRSKTzPC+9JNE7mnG+2gzlfz7f5ljk1+lvSJqJBMb8vz7GSaDE2NhY6Qy+XqhFWojQ0NOC6LrZthyrRWKNUKQogISGhKpGJPp3JkEmn0TpAz6r10ykH1/NxXa/k5jCP86JE+oj29GoFd1m8UqkU27dvp6mpaY6ZNp/Pc+zYMQpugeBAAMcJhZWKfBlYD7xj8d9OpVK4rhv/+XsJqNmX49h4vl+a7qvMB+9qhJVYhC7Px849uyvaxtSs3Klsi8D3KXWBuD5wuXaFpRRpJ9aPLCEhYR4qaXzN3aocY/qLRb9vHhc1ryz0uyZRjYLs1EX4qbT7vvnmm8GC1+tfZ3rrNHxogR/cDPWZenbt27XgtUW1tUu5lzgSbU/z72oxbfu+z6uvvnpV54i1ZuXbzzxDQ0PDnM/DAa0Ns8ccxVkMUCXBSylFoAPq0hm62ttX+6oSEhJWmKh5uZKgUum4xc63EtFxUXP4fJ/7gc9/bP6PfCn1pUXP+eHih/m18V9b8BjzHhZz5E1Y20xMTLBt27baNQM98/LLNCyQZMayLHzPQ11het+1gFIlMSvQmqZcjs09PXEUuxJqmKjTdMLiRAWD+QSF5ZzjSq9DWCzqRynFNNNcUpcWPW+H7iBHblnXkfSf+DI+Pk5LS0vtmoEuW/kqEwQaZa18CNX1RRGUjJeliUPrkv+KfJoM4IQ1THSRWay/zueLUWssZBq40nOsxHUsdlz97P8W/8Lih1QKXEhY21QKGDH/ezXEWlixsbBXL1XMNUdrjUKFfrWxNGUlJMyyGpqBhOoghgaAhBUm1sKKpUuv5VDp8Oh0qOd5r9Kx1xKNQml1+bd1MnEnxBOJUFmqACKhnwkJZgLNpE+sXeQZXauxG2thBRWgAwe0Qtkaq5RBB0UASoOXRVsugTMN2Gg/Q6ACsEplpFAaK7DBd1DaAgKwfALA0YoUGm35uLZHgAVeunS8dR3zeKi5hazmQ6IEZEFYqNPIsdG8MAudW/4bdd6rNJEs9LvRHCsJ1YtEkBSLRXzfL8tVZObjMXMDSf6GTCYzr3NltB8uRjRPT/Q8lc650G9cbT+ulE/IHE/LyQBq5l9arho+GmFjzgOV7lGOlfaslDOp0u9fCWbOpEr5o6J5rBbzqbna60lYmGgfXmnTXayFFS16DkuDXSQIXCzloAE/UCg/hWUFKNsn8CEIFIFSaB3g2FZJqNG6lJZHK3w7QFsFPMtC+Q6ZwEZrH43GV6XjlLZLiY+vQ5/X4qsyK61otbDUIoKKTCCLdZblRAqYE6LU3jATAkUn/GgYpXmeZMKoLYIgKKv8K33JFCAkJFai9+Qladaji3GlfltJuDAXPDMtO5QnYKwkjJgLefT3litQRFFK4bou4+PjZUnMoLQzbW5uXtY4kfv2PI++vj5aWlrI5XJLKkMh7TM1NUUQBGSzWVKp1Lz3Z7azJJGzLItUKjWvUHclSIKzSiHM823EFhLKFjsm4eowhdxrEXIda2EF7aBUAHYBbeWxUjaBZ1H0MkzlM1jFLHWWQnkOFhZKO6B9nADSvoVlaXw0XqBxUwF5Z5qCPYm2UmivASufwvayaJ0GK0BpVfq9NYzWmsHBwTCV8mLHDg8P09zcTCqVWvTYfD5POp1mcnIS27bDsPFisRgmcIpOLqaQA4mjXK1hLvqy2OTzeUZHR7EsC8dxwrpQnZ2dZTvpKMViseJEmMlkyvqdmc1YipkWi8WwxpXruqRSKbLZbCn9ubqc2dNc3AcGBubU2FGqVBG4o6PjqtolCAJ832dmZiYUCiRrdDqdXvYiL208PT1NsVhkcnKSXC4X3tNCKKXCEiPZbJb+/n7Wr1+/4Pfkty5duhRuVhobG2lvb5+zcblSzMXP930KhQKpVIp0Ol3xepb6W8mG6dpyrdo25sKKAhWgLA/LsSgWLJTfyBtvjPPqkQHqVT233trOhi0N2HZpBzA5OYY7PUNKWbS0NWJnUxQdl3F7mlf7XuLc5GnWNazj9p592HY32SCHDgJQXum3lJ7VdKy9zm5ZFiMjIxw4cIB3vvOdS/qO67r09fWxYcOGBSeniYkJvvCFL/DjP/7j9Pb20tTUxLZt25ienuYLX/gCnuexfft2HnroobJ0/VInw9w5J9QWUZ+DIAhonE05MDY2RmdnJxMTExSLRTKZTHh8VNCdmJggnU6H1cdF+GlrayOXy5X9nrnz1lqzYcMGBgYG6OjoYGhoiLa2NgYHB8NjK5lD8vk8PT09oQAjAsbQ0NCKLMTT09OhBkl+27ZtpqamaGtrW9b5tNZcunSplO02ncayLC5cuEBXV9eiY25ycpJ8Pk93dzczMzM0NDQwPj5Oe4WcTqYZ6NKlS3R2dpLNZvF9n76+Pqanp6mvL0UDXe2iZZqaTp06xaVLl7Btm71795LL5cLChyLMRIutznfOIAjKiiYmXBtWWiiMt7CifBQapR2CooJiAxMjWV557iKXxjcw5gdYwTDdPZ2o7DTFQp6p6TGUDa5WeFMu7Q3rKNgub42/xeGxI4ynLzE2OUTzcANtrc0Efnq2IqqHsmbLXgcLayFWi8nJSZ555hnuueeeJU92nZ2d9Pb2MjAwQGdnZ5nmw/QvOH/+PP39/Zw4cYL6+nqGh4f55je/ycaNG/E8jx/7sR/j7//+7/nnf/5njh8/zu7duzl69ChNTU3ceeed/NM//RNaax555BG6uroW1eQkVA+V/B7Gx8exbRvbthkZGSkTYOab4CTVu/Qd6Zsi4JhmlOg5RNMigrMIIAv5W9i2Hf6WnHOlQjHFjKS1DlPKi3+PCBeivTDr62QymTm/L4JWPp+no6OD8fFxGhsbsSyLYrFINpudcyyUxrdouUTDFAQBmUwmrFQ8n7mrWCySTqdDTZVoWqempqirqwNKZqVMJsPMzAz19fWL+tFFkecrFYPvuecehoeHOXfuHLt27Qqvb3BwkHw+Hwqti/npSfHF6LUkwsvaJubCSgAoVJBCexYEDUyMBxQLDeRnWlDaZWp8jGLRI5cJCAIXrTxcS2NZJd8TT/tYjmI8P0bemqGQyeO6KcYLYwS2C1YRSysCy0NbAXoNR+QMDQ3h+z6dnZ1L/o5lWbS0tHDx4kXa29vnmGlkYjt06BDbtm3jyJEjbNu2Ddd1cV2Xu+66i3PnztHW1kZbWxt9fX20t7czMzPD9u3b6e/v57XXXqOuro6Ojg4OHTrE93//96/ofSesXaILvNaabDbL5OQkWutwF2+aX6LfEaF5YmICx3GYmJgoqxwuVXkrOeKa5zIFjujCGRVa5HdFmyO/JXVqlmJeWQjf90MHYjGHyW/I70Fp/J05cwbLskItz3x+KCLMKKVwHAfHceb1HZBxLdoREcoaGhoYHBykoaEh1EBE29P3fTzPQynF4OBg+HtQ8jORc4+MjDA9PU0ul6OhoeGKhAHRrGSz2dAvJlpQdmZmhqamJizLore3F4DGxkbGxsbIZrPk83lyuRzT09M0NDQwMjJCoVAI21PaIxFW1jaxFlY0lKJ4Ao1lKYp6hlSzDfVTBJNTaFxyTQHZnI/leFi2QmsbhcZ3fRozdTQEWaZmXDrTbdT5adwgjc6nyNU1kiIFvsaywNJWyUFXq0VS0a0e69ev5/z587z66qvs27dv0eOVUhQKBfr7++np6QknLBm4MtEVCgXOnj3Lxo0b6e/vp7u7G6UUTU1NNDc3k8/neeONNzh37hy33nprOLGMjY3hui6NjY1MTExQX19PR0dHYgqqYaTPiXAxNjZGY2Mj+Xx+XgFABGhZ8LLZbJnJJpVKzXGeNYmad6RvL+ZcXldXx+TkZDgORHtTV1e3Yr5XjuOQTqdDf5poRdy6ujrWrVuHbdvU1dWF177Q77e0tJRpjuZDFn2zqvnY2Fh476KFMgUWuS7RBq1fvx4oPdexsbEyQaqnp4eBgQHa29uvODpEa00ulwvnmN7eXpqbm0O/I6017e3tjI2NMTk5GWpxisUiQRBQLBZpaGigWCzS1dWF53mh8/JCfSZh7RHvJ6XVrKZDg+2i0lPk2vPceHsDDe2XaOmaYM+tbaSzRVAu2bocddlG8BQ5laU100rGTVNXzLC5biM7m7ezrtjGpoat3LDuRmwvjaMcVGBD4ICXBj9d8pVZg9i2zR133MHY2Bhnz55d9HhRoTY3N8+psWRGFHmex913382/+Bf/gne/+920tLSwfft2brzxRhzH4YYbbuC1117jB3/wB9m7dy8bN27k7rvvplAo0N7ezqZNmygUChQKBW655ZarrgSbEB8qRdFEo8SiC2tUuJC/JyYmmJ6eZmhoiP7+/tB8mc/nF4x6cV2XsbExCoUCU1NToQOqOPbOx9TUVBhuXSwWQ63BzMzMVUc7WJYVCmiTk5PhNRWLRaampsraqL29nZaWljIz13yIWcl0bo9itntDQwP9/f1orRkbG2NqairUzFYSMOQ5iZPrxMQEAPl8fo6/im3bdHd3h473S408jN6Pbdvs2bOHuro69u7dy/DwMKOjo2UaNygJrZlMBsdxQqd/0USl02n6+/vxPC98z2yLRKuy9ol1baBnXzpEY2NjqS6xCghUSfPheg7TUxY2moYGhW0XKKVWswn8AC/wsJVFyrJLYctofDtghmlmghlsK0OdlSPl21jaKpVkD51qZRK59vcZDdesz2XY3NM9r53VVIt6nldqmwXst6LWruRdP9+1RK9roUEuqvq33nqLgYEB7r77boAFF5aE6kL6WD6fDxcs3/cZHR0NtSQzMzNhuK4ZxmuG3kadbRfqg9GqxRMTE6HZyTx/XV0dzc3N4fdkpy3nk0ggGVdmmPNCvhFLbZeJiQmGhobI5XLMzMyQTqdDIWj9+vVlEU5RKvms9PX1hW0p73d0dMwxwUTPNzQ0xMTEBJZl0dXVFfrFzPdbQj6f59KlSxQKBRzHoa2tLfQ7Mr97pWHDZooE8xwzMzPhM5DjfN8nlUqVhTuL/4+0h+u6OI4TPsNoGHvC1WE+I8/zypyYZc2u2UKGz718aMFChnFnucKKfMdkNQahXENU5W5OookpqDbQupSLQxYYeU+IChymYJDNZpct2FbS3JiCTiWfFkGE68V+z7zeKx1fck2y04+aJJZz36bDbDRLsCwYizmdjo+Pk8lkyGazix4f/VvaLeqEfLWIBjYqVJjzy0IsNDcmwsm1w/TpWklhJdY+KwnlRCfp1SS6842GMifUBqKKdxwndMqcLxOpuZg4jnPF/cTs/6Y5c7HFbTm/d7UOmXK/4nch/72ac5pjaznnEv+zpRwf1bKIc+21clCVhc/8veV890o+S7g6rlXbJsJKwjXDFFiimpW1IFAlXHvkWUsuDijPgyLvmWYbWXSvZJceXUyX0+cWMpXMd9yVUukcKzUmrmRRN9t/sWOhclut9LgWAbOSM/RSrnWx55nMQSuLqcG8FprzRFipItbK4IuaqZYysSRUN5Xya8iuXFhpNX3Uv2U5513MvLoS17YUv6+lnmuhtlvo/FHfjeVol1bq+hc6PzBn4VvOfFLJ9Bj9LGFluNYuCImwknBNWM6EmVC9LORftdCx1+oaVvMc1/K8V3Oe5Xz3eo/r+c5/NRq3hGvDtW7jxHkgISEhISEhYU0Ta82K1j4EsxklsQlmQ4ttpVG65FgXAIG2CLTCUmDrABQEeladiEZrsGb/fVm1aaG1ZEq8HLSsWGGVcFQYjZxaWRaIt7/v4wdB6Vpj4vcRl+uME6YaPKoST9o7Icq17A/z+auYJqL5TFRLmUeXc/zVmu6We23X61yVzl2pbVfq3MJKPp+VyK0Va2HlzKkTNGRtZooeEwXwtMJRHhnlkdIumoDASjMdZHB1Gsv3qLeKYFkU/FIqabNOiEQrwOUOIXkZyp31rmbwLz2ZlFnZWGvIpB0mRoYXtUELqzVYZSBJEq2l1AG6loN7OVxthMfVnG+xydYUUORYM7uqhJBeTSRNQvVxrYVXz/PCudOs22Q61wtJv7x6giAI85hEI+tWMnR8JZmcnLzqc8RaWPG0j6sdposBMwUfW/uk1DTTQxeYHh1EWYr6dT3Q0I1PHb7WFJRH0fMI1OVy7ObDjwoppvAiC4NSV+PpXC6sLOSU5DhOWBQMQAeaQGss5uZgke9Gd9nL4WoFBnOwSP2QheqTrORvrxRrWViRY8yqxKaQIgmw5PO1OGldLWshj9BSWEsOnddasyJCiu/7YVI62QBGnWOjc8HVRvTMd+xSjr+a37qe55oPKSZp/sZKXvdSzpdoVpZIXUM9mVwjKZ0nS55Gu0B6apBgupe2nMLTAYWZQRrbO5lxUriBxdjwIGfOnGHn7j1MT0/T1NREb28vp06dIpPJcNttt4VCi+/7ZLNZXNcNq5GWBtvV7A40UVvPfPlRUqlUWRr8bDpNy2xdi2ulBrwa5HpEUGlsbAyFlbW6qKw1FopegMuF3SRrJxCmM5fvr6V8Owlrg2vVF8wwdBnnruuGAnQqlQoFlmQeuHrMsS3rkuM4az7J5kpo1GItrOTq6snUN5J2HXRg0eiANzpJWw4abAsfxajnYvvTtDT3MBM4vHVyrOSDohQzMzO88MILNDY2cttttzExMcGZM2cYGxujubmZiYkJ1q9fz1tvvUU2m2XPnj20tbVdNzNQKpUKa21ASVipb2go81lZyZ3JYix0Lpm0ZKKSKqhm6vP5iKqKKx17pTus5e5w5zO9zPfdlQy3jea7iAodIghKanFZCKL+K8mCkLCamJsW13VDTYuZ0bRS305YHqbAYtZfWotterW1tCDmwkoqkyObyZDLBijPI5fSTNkOpHJk6hvwtYczUySbzWFl0+Tz0D8wSBD4jI+P4/s+GzdupL6+nlQqRV1dHTMzM2zatImpqSnuvvtuXn/9ddrb21m/fj2FQmG2U1xNsy39oTmOE5Z811qTyaTJzVY0Xu2OWMmhrlgshuXuK+XVSFgaUSFUTD3iXxWHnVRCgox/0QKa/lSV5obopiVhcTKZDJ7nhQKLZBOGlTMNrQTFYvGqzxFvYcXJkEs5FNOKIKVQqTTZ9g1cms7T0bUV3GkKfX20NrVTtNIU3Tw3bNlGT3cHJ0+dJJfLhcXSTp48idaaG2+8kWKxiG3bHD16lNbWVk6dOoXnedxyyy2z5emvj2bFcZywgipAJn25dkclzcpybbpRFtMSLOTwKTVOpLT8Yt+90utaieOXM3gX++5yr2Wx34pqSYrFIlrr0H/JFFSv1kafkHCtUUqRyWRC/6pisRgurCJwJ/326shkMqFGW7I/r7U2XUqx3MWItbBiWQ4ZW5G2fNJpRRFFrm09GVeRr+/C0jO0ppqx61sJgjSNTTluv70VtEtbe1uYPVMpRU9PT1hiXBwUp6enw53A9u3baWhoIAiuVs1uMSc+ed77s8qqzlq2taDGYiWFlUrHR4UZuS6pjlpXV1fmkLzUa0uElfLzSZu6rksqlSorLreQmWetTVAJCWZfFa2g+FwVi0UymUxFbUDC0pB5wbbtUMNiCixrpT1XQhMcb2EFC2VZ2LZFylZo7VDU0Ny9haKvSFlZctkWitpCo9BKg62wcMilygdIU1Nz+HBt2wnfA9i7dy/pdAbf97Ase4mixkIsFHo8+7nWWLaNZc8+Iq2x1ML1Uq7W7LLY9yt9LuaJTCazoBPV1Vzbcr97JfexWtdiIkKKqMxN4W8p50vMbglrHaVUuAkzHcWjPi0Jy0OcmV3XDaOE1pIpvuYdbDU+vraxnAxBMDMrfFglIUaBpy20DwEKBTg2BEqjtORZM3OqlP6upBlwnPSsRmVWbXlVV73YQjqrwlMKZTklIUuXEtdV+t3r1RmjOx8x/QRBsOYGxlplvl2OCMmu686JoEjaNKEakU2XVGP3fT+MbIn6wq2kE3u1I24D0Tws0Ta93qzEb8ZaWJnNOUs6W099oCi6LkGgsZUKg4s1oJUs9KVUtJZWVxV8fPV+zfMjA9NxHHK53DX8peVjdnoJTzbDZhOWj+k8G7XjJxNzQi0gZiDXdSkUCqED+VpN0bDWcRyHYrGI67qk0+mydozznBJrYcVG4WsNlkO2volMSSGBDdiz+UxEWCn92xRWruyhzc2SsrKYdsa1JgRIhzcFFQmdjfMguF5EQwpNpziJ+ooem5BQzZiabEnQWSwW8X0/FFqS+WXpyNySSqXK/N7kszi3Y6yFFZQGFIEuSY6ObaF9F8cCS/uGVsVCWQrPMKdozax/ih36CAChWvJyav25osm1lvGj3txKqVm71ep2NBFUxCaamCqWRjRiS1TeEimR7BwTEkpYlkU2my3zZ6lUPiKZcypjtksqlaJYLFIoFMhkMkC8BZZ4CysoJJusbVvgF8jZGgeXwvQ4TjpDKpOj6PtgpQl8hU8piohZAUXCQiX0VhYRrXUoNEQFmuvxqKPXwHXuYJXCY7XWYcdPnOEWp1LivHw+j2VZc/x8krZMqDUW6vMyv/i+Tz6fx3GcsvDXJEtzZaLtIRqWQqFANpsN34+jH1DMhRVBY2mPjOWRocjZE68zNTaEr206ejbQvXkHed/FLQYcOX6CXCbDjq1bQ4ldwr3Eb0A0KyKgTE9Pk8vlSiaa1b7V64zpWOt5XrjIJiyOaW+XXaJopOJuP05IuNZIEjkJy83n84npeZlIG4pPUCqViq0Wd9mrzne+8x1+6Id+iPXr16OU4h/+4R/KPtda85nPfIaenh5yuRwPPvggb775Ztkxw8PDfPCDH6SpqYmWlhY+8pGPXFFVRl1yQcFWkCIgY/nMjA6QtV12bunmjpt3MD16Cb8whYVPoVDgYm8v/f0DvPnmm7z22mv09/fT39/Pq6++SrFY5OWXX2ZgYIATJ05w+PBhTp06xRNPPMHFixd57bXX8GdzitQSYkeW7LQJJcS/KGrmkZdpNpOoKbP94jppJCRcL2QciZAi+VnMz+cbgwnl7RcEAa7rxrZtli2sTE1Ncdttt/EHf/AHFT//zd/8TX7v936Pz3/+8zz33HPU19fz0EMPkc/nw2M++MEP8vrrr/PEE0/w1a9+le985zv83M/93LIvXmHhBArHVzjKxvLBGxunJZXl0oU+MtqitbGZ4lQeR1s4WIxdGmFseIT+/n6OHz/Os88+y6FDh7Btm8OHD3PixAmeeeYZXn/9dSYmJujv76ehoYHDhw8zNDS0ImmD44aUfzeT6CWUMDVP0QmzUCiEIYSmRippv4SEpRH1wZDolnw+j+d58wopicBSIurALP5ycWTZ2+T3ve99vO9976v4mdaa3/md3+GXfumX+JEf+REA/uf//J90dXXxD//wD/zUT/0UR48e5Rvf+AYvvPACd911FwC///u/zw/+4A/yX//rf2X9+vXLuBqNRSmU2PU1KdvGdrL43jTbd+4llc4xNd1PfVsKZZVUh51dnXhuMSwS2NrayuTkJC0tLeTzebLZLOvWrWN6epr169dz6dIlbNtm/fr1HD9+nLHxcbJ1dcttttjiui5AOEkklFMpD4TphR/17UnaMCFhaVTKHm1qWVzXDU3Ty0meWEtE2yGdTlMsFsMcN3FiRa/29OnT9PX18eCDD4bvNTc3c88993DgwAEADhw4QEtLSyioADz44INYlsVzzz1X8byFQoHx8fGyF4BSPqgArTSBbVPApqFzIxeHxjk/MMyx0+fIB4p0QyPFQJPO1bF1+3b23XUXGzZsoLGxke7ubnbs2MFbb73Fjh07aG1tpbW1la1bt9Lc3MymTZtobGxEKUVnZyfNzc0r2WRrGrOiZ8L8mP4nhUIhzOhbKcFVQkLClWGOHwn3dxwn1GDKOEzG2fxYlhVGCcVNw7KiDgh9fX0AdHV1lb3f1dUVftbX10dnZ2f5RTgObW1t4TFRPve5z/Erv/Ircz9QGlRAgIUXaHxloewMW2++k77+M6hMii1bNlLQFoHtoFBs2LSJjGOzrq0kkMgD27RpE5ZlsX///tKpVan8tm3b9PT04HkeO3fuLBXkWoXonGtNVGUq6kKzkGJCiUrqZc/zwogyEVKiToCJU2BCwpVTqZCqBEm4rks+n58TAJBEDc1FHJQlaVyUtdpWsdADffrTn2ZsbCx8nTt37vKHqpSmLVAKF4uiSuGl6um84SbaN27DszN4ysH1S5E8SkEQ+ABlkqVZ+EkqhMqiI9FC1W4HlfuTjKpJ5M/iSDiyqKNN4U5Ck9fq4E9IiCNRDYpoWURjIKbrhMqI/2FUw7LW17YV1ax0d3cD0N/fT09PT/h+f38/t99+e3jMwMBA2fc8z2N4eDj8fpRMJhMmtSlDWyitZvOelISRQCs8bErtL3n2FaCwNCgUSmrvRE63pAKBNbDwFAoFcrlcIqhEqKR9kno+skNZUh9KSEhYNgv5pUhOqnQ6HRbzMzcOiVazvL3EZ0W0UhXX1zXGiq5GW7dupbu7m6eeeip8b3x8nOeeey40r+zfv5/R0VEOHjwYHvPtb3+bIAi45557lveD2kZphY3GQWPPOtxqFJ528LSNr22C2eMswNGlm67tbjs/+Xw+Fh13NREVqkyI0l61PhkmJKwmsgDLeBT/sYT5EeuBON2uZZatWZmcnOTEiRPh36dPn+aVV16hra2NzZs38/M///N89rOf5cYbb2Tr1q38p//0n1i/fj0/+qM/CsDu3bv5gR/4Af71v/7XfP7zn8d1XT72sY/xUz/1U8uMBCoJJQqNNfsve/aGLF36LCgdBLP1gkATWJJvv/xcUR+D0r9nf0fLMXK+iLQuPiwSNmecT8691qhk/5XFN6mgXKKSWlRyFUiqfLOqabJ7S0hYG0iYrgQJVMoPlYxVwugqiaySBHLm52uFZQsrL774Iu9+97vDvx9//HEAHn30Ub7whS/wC7/wC0xNTfFzP/dzjI6Oct999/GNb3yjLNXvX/3VX/Gxj32M97znPViWxSOPPMLv/d7vXcHlawLLJ0CBdma1LD51gUu9bTOMRjs2xcCnTtm4BOQtH8dXpLAJgstSi1KzOhllzUrjKvRXEftoGMM/K6yHCxVgKRU63pq+MGvpYUcxF1lZgKOdtdaplIXWrI4M5bkMEhISVg9znrZtG8uywuy3Zj2zhPK2SqVS5PN5lFJlbbSWNmBKx3BlGh8fp7m5mRdfOkRjU46CspjRDgGKjHKpJ8/44Hlmco3opg7qdIasr8gpTdHP46lSxWYoLxoYBEHoXCq7ZrhsD/V9H60hCHSYEVC0EFJwy/P9ULNiCjpXglkbSGtNXSbNDRt6ViQc1syyKtV/zaJ6iWNouWZFKsEmBRwTEuKDzHOVNhrJ+C1fB0QTJYEVK7kOyJo9NjZGU1PTFZ0j1h6U1qxTrQe4CoqWpmgH5KwZJr73NboG3mKj9mlzQfs2gWcxOjDMP//zP4cStyxChUIBgJdffpkzZ85QLBbJ5/NhR/c8j9OnTzMwMEBvb2/4Pdd1mZ6eDu1+kuFWOsFadlIVQSWaWCkZxJcJgoCZmRkAstlsMtElJMQIWWwl+63ruhQKhUR7zFwzt23b2LZNoVAIN9priVgXehFji60VWa2wrYC6wKfOG6WxeQbP7aPRnmZcp/ADhat9zpw9xfT4GH19fXz3u9+lqamJzs5O3nrrLdatWxcWMTx69Ci9vb3s2LGDc+fOoZRiYmKCzs4uGhoaefPNN3Fdl3Xr1oW5YyYmJshks9y7f3/oab3WHrrZQX3fx/O8Mi2Sedxauu5rRdQ+a/4tNZEqZaKtlfZJSIgz5ngW51vZpEYz31bKRl3tROcxSQBaLBZD14214nu5drf9S8BTJUfatLZoxKLNDcgNDTPw/PO0as3M6ZMU3jxKKpgkxQzTzPD6uRNMTk7Q29vL5s2b6ezsZHBwkDvvvDPUlExOTjIwMMD3fd/30djYiNaaoaEhenp66OrqpL+/n5aWFm644QYuXbrErbfeyvT0NLZth3Hr4oW+2g9YqFQ3Y6Eqymvluq8HZrvIfwuFAq7rks1m52SiTUhIiCeiZTEz31Ya/7VCpXlNNmfROnir3S6x1qygS/lTdMmRhBSa/OQolwZH2bF+K6mmLK8eeJFbN95EKp2lf3SCzVu2s3ldF2+8eYLBwcEwvf7LL79MQ0MDdXV1YYd+9tlnaW5uZmpqKkztfPFiL62trQwMDKCUoqmpKUwGFgQBE2NjFItF6urqQkfbtbLQmTbIQqEQOlPVuo+K6acjgspScqckJCSsbeYbu2LOLRaLaK1DjUItaUwr1V4SHMcJk11WiqRaDdbGVVwhNqVoYVdZFC2wVECuo5Wmt72D6U3bSBV9WtrO4KZyzCiLplwL77rt+1B2gJNK09/fz4033si5c+fo6uqiu7sb27bDUDfTKSiXy81Kmy6pVDo0oeRyOZRStLS0lMJ/XZeGhoY1J6jA5UXZTGRWS4NzIcQhulgs4jjOmhmgCQkJ1wbbtslms7iui+u6iQY1QjabDbUra2E+XP0ruAoUGhQoAgKlKFgWdkMT9bkGcBvQgcfGG3Zja0XeV9hOGh1Y+Cqgp2c9nZ1dpNMpbrppJ5ZlYdsWQXA5v0praxtKKdra2o0QrzTKsvE8j7r6+tCkknUcAq3JZLOhoCI+K6vpZBstoS7RTmKPrDWn2vlUmWLHzmQy4a4rEeQSEqob0aIXi0UKhUIYEQlz/dmqnUrZfqW6daWQ7+vdJrEWViQ3oY1fSvoWKGaCLI4Gh4C8ZeFTihpKAb5ymXE8bK1wlE3KstEaHEdUgNGUxBj/lqT+EGiNZdulvCqzBwbRL8yylqKBRFgxi1fVwiCshDkgxftdBJVaE+ASEmqNqGNtJpOhWCwyMzMTzgOmY2ktbVxMocUseiimstUi1sIKilJCuNmXpiRwaEqCjK9Lbi0BYM/GDtk65l7FV4hkqHUcp+YTI5n+KWKzNndUCQkJtYXWOgw2kAhASZBZS4JKFEkUKqay1fTji/W6XRJOFIG28LUi0KUG9AEXhZ4tXogGDwutLWxtYWkpcFgbiC+GbdtlGWpreQAGQRDm1kkElYSE2kbmBMdxyGQy4eIsn9UyYioTDQusTmRQvDUraLRUB9IBtgqwCLBshR8EZLGxgLzWuFhoS2G7GstWeNrHskoqLtOvxMxWK++ttt/JlWB2Jtd1Q4/3Whx4Ub8dqe+TONLWFisxwdbi+KkVZI63LCt0Lp2venMt9INofbtUKkWhUJj177Svu8Yp5jO1NJTGVpq0csnYPkFQxFKausBG+6BSGXzLwfch56TxA68sYZvjOLOp9HUYDWR2TlOQKf1aPCYtWZiBmvdTMVNKJ2m3ExISTCrNAaaGxZw/a4mob086ncbzvHBNTISVJSJlCG2lcXCps13OvPEqE2P91DkWda7CdS0yN2wjs3k7rqt4/dgbZDNpOjesJ5vNhjUQbNtmcnKS0dFRenp6KBQKZQnTRFAxawmtdcQno1KG2lrB3BlI2QQRVGrZFp2QkLA4EilkVqSH2owUlLxcYkI3ixNfD2ItrJTilkuGIAePFEUmh87T3pSi3gnIFSwKlubSyADpTZuZLnicfusU7S1t9A+XMtJOTU2xfv16Tp06RUdHB+fOncP3fV599VX27t1LoVCgvr6eTCZDb28vGzdupKWtLRYdVRL61KqgYpIUMkuAuSbBhYj2j6S/1CZSU0giYmp9PhVLhBTvvW6/e91+6VqhFZoAlIXSirbWdnbt3oOmnqznU5jOc+lCH4HKotQ0ra313HnnrXzjqf/HuXPnsCyL/v5+xsbGyGaznDhxgrq6Ourq6piYmGB0dDSMGGlubuaVV17h/gceWO27roiZLtrzvNDOWItEKyYHQTCnFkjC6rMcLWV0NxstH2FWTxfzZ/T80dwZC/UHOYd5fPRvpVRYed18zfed5ZD01bWDLNCicY+GNtcSZqh3tM9fy7aItbBSivcp/QsstHIouIq3Dh8gO/ImWV/TtGknLXYLjl9Aa5vRmYBTZy+E2Qo7OjpYt24dhUKB3t7esEOKBJ1Op8NaPw0NDUxMTKzuTS8BM/FbrQ0kKF/EZECZET+12CZxIZrbwnw/KoTIe9EJ07KscHwvtAteSj+YT5iS3zavw7wu8XUzr02Km0Z/P1qhPY4O/dVGpaKloqWWzWutRVZGhXBxuM1ms9fFLBZrYQUUSs0mVlEWrg8FDyZnRkjrUWY06OHzpNuaSNkOjmWj7Dp6+4fYv38/Fy5cYGJigsbGRtLpNNu3b2fHjh1MT0/T2dlJPp8PBZqxsTHOnz/Pzl27Vvum50UGjvhl1CKmoCJhdrUaBRU3zGcnArfv+3O0FmI7r6TJiJ7rap/7fN9fym+bAo0IWvK33EO0mvdKXHPCtcOyLFKpVDi3iBmkFn1YJCroejkgx1xYIcyXEmjwtMWWHXsYn7yB8eBBsvh4joPVuI6xQh31GYfvv//tWNoHy6KxsTGMr9+0aVNYKdm2S+n0bdvG931s2+bixYu0traSzeXwI+rh1SZq8pBJsJaI7sKLxWI4sdTaJHK9iQoGC5l2KmlMpM6W+b70YRG6KwkGlRaI5fihLMUEtdg9VUrJbv43qiExNS9BEOB5XijAAGEuJNPMsJTriLZr0uevHSJgmikhoDYFFnFAFv/Ia6lpirmwosP8tUEA2krj1LXQlOtgOkiTsnxs5eNrBzuwsLSPCoooS+F6QVkaZQnHEpOPhLnKf7u7u4GSiWUthS5H86nAZWl/rVzj9cRMgFdJu1SLbXItWcgnxHxPxpqpYTBraIlwshzzR6VnuZLPN6r2jt7bcn8rKsyYGwppGxHcxHwpC2PUhJRw/aj07E0NS7FYDDULtSawiHlMNofXso/GXFiRcjylxHCu1ijSWGgarALYbiltXBBgUUrFj6VL9YIsi8t5WirXf6jk47BWO6JohUSTsFavc6UxJ5H5BJVaaYvVYD6HV3lfFmDRoAChUFLpGV3PZ3Wlwsa1+E3TvCXtZwov4scifjDRCsG15DuxGlTS4IlPY6FQqEmBxRS6U6lU6H5gCncr2Q6xF1ZAo3RJv+LrkgCiAxtf2/i4YHmktEVKW6ACAitAa4XSFtXQnUw/FVkEamGgRBFBxVSh12I7rAbRXacsslHhJLrAwuIRObXEfE6dpl+E7/sEQRD600U1Ukm/v/5I8jip2lxrmNqVa+kvGXthpZRwv1QfKECh0KQIyKqAoipSVAFaOUBJOPGY3cEY86uppp7vv3NQCrQuMwmtxu5GKUWhUAg7jFxHtU9YUY2KpM+v5LCYsDwW8ouY73PxvxDTqew6TeF5MR+M5LnNbQ/zb1PNbjohS5qCaJHS6A53MV+ihOUj7Ro1CdWKpsvsU6lUinw+H5p1zc9XIpFqrIUVV2k8BZnAwiOFZwc0M0OL9sBKMernmXBS5JVFa+DQrAP8wEXbFmhQliprTHlJB5wvr4NSCgXoWYFFyYPQGmVZ16xGYqUHLotDrUb/mBqVpM7PymH2fdMsYS56pgbF1AKYqbjLxswK+H3UCvOZoM32NCsDy7Mw/dbMiKlKJrpKfycsH2k/EVhqWcMiWqaohr/mhZVSuv2SsGDZmkC7KH+KcyePMDY+wpbt2+js7KFfQ6Bsij4ESuF6HrlUJhyo4kQrpbCjdmMoTcym13e0+KFIkp7vo66Rk5FS8n+E1yRx7qth818NFtKoQPXf//WiUtSOjAdTg2Lb9px8Pgv5eCXPZ2EWa5/5zGjyLIDQx6VYLALM0Tgm2qyrZ752cxwHz/PCbLfVrmGJCiQipJjp+FdKII65sDKbBEoFWNojZblYwQxKzdDemWLy1KusT2n8lk1MKIfRgscT3/4WqbTNbTffwvr160Mbm5k+WEIJZUIOgoBMJkM+nw93MpI8bnh4mC1btpDP5695hlTR6Ahy7VKvqFoHRCUqaVRq6f6vB+biZoYX27Yd1psy+13S/quHKVxK+LNsqiRVvPgN1apf27XGNH9GnW5rBTGJFQqFMO3HShFrYQXC3LXY+GAFaDePXZfFz6XRvWO8dfgo696xvhSurF0621vZtWcXL75wkDNnzjA+Ps6NN97I8ePH6erqAmDdunVcunSJ3t5eisUi2WyWnTt3cujQIbZv386FCxcAaG1t5eLFi5w/fx7XdXnb295GfUMDwQqovOZDz96zLBwyGKp18pnPP0I0Kqbpp9YEtpVgIfWsaFHEebuST5ApqCQ79tVhvnYXbYsIlWImkgVlPm1L9DwJixNtP6knFPVhEaqxfc35VwS2lSx2WDWB+0qVfEVsy6bgp6jrvJktN78TXddBMSgtaGlbkVI+uXRJ8vM8j127dvHaa69x6623smXLFmZmZsjn80xOTrJjxw5aW1vp7Ozk+PHj2LZNX18fdXV1bNu2DcuyuPHGG0mn0/i+f80rMmut0cHl3VKtSe1QnvAt8VG5csQnSzDTxYt5sVAoAJDL5chkMhWjeaA6J944E42wkh1/KpUim82STqfxPI98Ph8KL4Jp9r6Wc1m1Uck8J2YgMcdVO2YbSH9byXuPvbCigQALTyt8HFxsFFlSOgvZRqZSGYrKxvY1KV8zMHiJ73z3GbZs2YLruhw9epStW7fy+uuv89ZbbzEzM8Mbb7xBJpMhlUpRX19POp2mq6uLbDZLT08P2WyWTCZDJpNhcHAQrTUzMzPh5H4t71UpQvOHaa+uhRBQGfiV8qjUwv2vFJUWIaVU6BwobSwLW6V+VqnNk+ewOszX7vM9L3m24gQqgqmYveW7sDKOkbVCpfEgteU8z1vFK7s+RPuhmCKj2amvlFhvTdVs3I3GwgssXJ3CI8NE/yBq5iVGyTNJgWbLpS7IkM40ce/3fT+kFOuaGpmamqJYLNLc3MzmzZupq6sLd5W5XA7LstiwYUMYMjgxMUF9fX1o8920aVOY78B1XZqbm6/t/c7+jim118rCoLUO7e6pVCop9rZCiJZO/LVM4QQSrUk1IiY7mdekorDrumEgwXxatITlIyYhoKa0weKmUCgUEmFFobBQBGiUAhVonGwj23ftATeP7wSk6zL4KHQQgG1R39QKdmkHUVdXR11dHVDyP5GooFwuV5aUybIsfN+nvb29LMTZsizq6urKFs1A67KInZUk8IOwmnK1CyrRzi3px0VISwSVhVlschAhRYS+XC5XsT9VezRDrVEpJYPMc7Zth47rEs0SXVyTfrA8zLBmMzqrFvy7ZNOTSqWYnJy86vPFWlixtcLRgOXh4OEARWzchi7Qs4uZ0liexrXAo0gaQIEfzOZKqZBPIjqYo/klgPlzScCK5lkxhaMg8Gtix1NJUDF9VKr9/leSSnk1xE/Btu2KEWyJCaC6qaQ1k35i2za5XC6M/ioUCmWO1bXgKLrSyKItvkLRKJlq3HhKX9FazxHOrpRYCyslwUDhS0CvBq1KGhczyFcbLwBLXz7BYnkgFnMonPP5Nex0tu3gOLWR/E0GsOSMiHqVV9vgvhZEExxKW4rPz4L9eJ73EuLNfM80KrhIGn8RWqSqbjQarBoX2qsl2h6mJt627TDCtNLGuFpZiSR5sRZWLDSBVkbt5VKxQhuNo4JZ59sSAaXjSscG2Ncsz+y1Q6lrKgutKURQ8X0/DP2rhUG9kshkaO7mJAU+JCaehMUxhRYzF9VK5s+oBWSMyUZBUi9Uqzk7OresxBwTa2FFKgMFlEKGLaWwLI2tA9IqKGlddKkekO9rlJ0iCPSsXCMZS0oNKaYeQWz5ZqPLe+Zudc6/Swdfo7utzp1MVEVoJiGTpHcJ5SymVhUhRXbEmUxm3miRhASTSmbAqNAiPi2S7Xsp50soIUX/JAdLNOVFtbTXSq9VMRdWShoVhQKlUdrD8lyyDvgzkzipNMpOobWFclLkPReNFdpmpSqsdBTLssKiYKYAI59LdltTkBH1nrxvO86KJoUrU9VXRZ3oypgdW0L9ZDKE6hnAK010khMhRcpGiJCSCCYJy6VSf5EIIjOdfzqdrii0JP2tRCWzUDqdDh2ZxW+smjailcK4r5aYCytCgE1AxvLIWB5nTxxlenwEL1B09WyiY/0NzAQuSsObJ06RTafZtL4n9IOwLCt0OlRKhYPx0qVLNDQ0UFdXF0YKyecAFy9eDLPeike9HwS1Y6u5BkiUiimoJCyMTASy41WqVFBMojsSElYKU8OczWZDwdjzvGtebqTaEIHFTMufmGbnJ9bCymU/WY2DT9rymB7tI+VPc8tNW9CWw7ETZ2hbt450up6p6TxnT5+kY10HI5cG2bhxIxMTE7S2tob2w3w+z8TEBEAo+Z49e5bm5mZSqRQDAwNs376d06dP89Zbb4Xv7dixoyYrba4UMglGCxMmLIy0m4R2R9XKiQktYaUxfZ6k5IXv+2HttFqIWFwpJA+JaJIT5ifWwkqgLbQu5VpJWYoMivHxMTZ3tlLof4tUQzNdzTm8/ASZTD1KWTS3tLF37y08/f++zcTEBLlcjtOnT4d2xMbGRkZGRmhoaCCVSjExMYFScOHCBXp6ejhx4kSYcn96eppjx47heR4bNmwgm83O8X1JqEwlPxXRCtRS4qSlMp9fgJnQzYzUqDa1csLaItq3ZLMnWZArOXLLd5I+WY5pEhKBJdGwzGVZ267Pfe5z3H333TQ2NtLZ2cmP/uiPcvz48bJj8vk8jz32GO3t7TQ0NPDII4/Q399fdszZs2d5+OGHqauro7Ozk09+8pNXlI549nGWQpYDhdIWtpWhOJ1nYniQ6dFh3PwM6VQKP9BobZEveFzs7QvDyJqammhsbGRoaIipqanw3pqbm3Ech0KhQH19A1przp8/H2a4ra+vJ5vNsn79emZmZhgcHCxdTdK5rggRVMzCjImvxVzErCM72SAISKfTZdV05RX9OyHhapmvb8l76XQ6jHYpFotGjqhkEydEx6QkThPn5YTKLEtYefrpp3nsscd49tlneeKJJ3Bdl/e+971MTU2Fx3ziE5/gK1/5Cl/+8pd5+umnuXjxIh/4wAfCz33f5+GHH6ZYLPK9732Pv/iLv+ALX/gCn/nMZ5Z98cryQQVoC3xlMeVrmrs38lbfKE09O9DZNqZ8ByvTAJaD7dhYaPp7e3nHO95BR0cH4+Pj3HrrreHrhhtuYP369fT09NDR0cHu3bsZGRlh8+bNbNiwgfb2dvbs2cPk5CQtLS1h/aDOzs5kJ7sMzHYSR71EDbo4Sqmwfo+kx09MPQlrBQlekLGcz+fDIq8J8yOCnmSVTpiL0leRWm5wcJDOzk6efvpp3vnOdzI2NkZHRwdf/OIX+fEf/3EAjh07xu7duzlw4AD33nsvX//613n/+99f5pz6+c9/nk996lMMDg4uqZLw+Pg4zc3NHHjlJeoaWtDYKN8nY2ts7ZLyCwy8dRInV0dL13p0KoOvHFxPAzZKgePYYcSEKfWLI61E/giyQxCvd6mhIdFDUArvK7ouaoUGpkQayW/XZdLcsKFnxb2sVwPpdjI4o855cb2va4UZ5SMT21ISGCYkXE+i6fx93w8zUEsagqSflmMuwdGw8GppK1mzx8bGaGpquqJzXNWqOjY2BkBbWxsABw8exHVdHnzwwfCYXbt2sXnzZg4cOADAgQMHuOWWW0JBBeChhx5ifHyc119/veLvFAoFxsfHy15y8Wo204qybYpaUcShYNXRveM2mnq24zn1FLSD6ytQFhBgWZcLAkqEjwww8XQXQcW0HUpoMxDWCzJzEniel+wgloC0qYQoRx3yqmWALgeZ5M1/myp0M8wxmjMlMfMkrCXMdA+Svt+yrNCRNNq/obz/1zK2bYe+P5C0i8kVr6xBEPDzP//zvOMd7+Dmm28GoK+vj3Q6TUtLS9mxXV1d9PX1hceYgop8Lp9V4nOf+xzNzc3ha9OmTQAorbBnb0LpAFAE2HjKYSqwKZCioG1cLILZfCy2stCBxlJWWRjyfA6J0b/ni1JJFozlobUOHfFkB5G0IXMmcfFNAchms2X9L2mvhLWG6b8ClzcmqVSKTCaD53nk8/k5wngtE537RAMl5vGEElcsrDz22GO89tprfOlLX1rJ66nIpz/9acbGxsLXuXPnAFDaxtIWji6FNYngwmy9oECpUpp9Lan2WdkqgwlXjFkgLaEcmbRc1w21KWbiqISEuGBqni3LIpPJhFoWMb8nAnc54nArmueEElcUI/qxj32Mr371q3znO99h48aN4fvd3d0Ui0VGR0fLtCv9/f10d3eHxzz//PNl55NoITkmSiaTqZjDRGOhNJT+T2NDKJRoVV68sJKUkkz714foAivmsyREuXJIstj5zQy0SShjQpwx+3A6nQ59M6LJ5JJ+XkIEFjGTV2M6/uWyLM2K1pqPfexj/P3f/z3f/va32bp1a9nn+/btI5VK8dRTT4XvHT9+nLNnz7J//34A9u/fz+HDhxkYGAiPeeKJJ2hqamLPnj3LuniNJlClYoUBs1oURAjRWEpjz77kRsPjDWFmpV8J8yO7hUq1ahIIQz5TqVTZJG6GiyYkxI1o/7VtO6w8XCgU5oTsJhrEUhtJ+ozEt2eZmpXHHnuML37xi/zjP/4jjY2NoY9Jc3MzuVyO5uZmPvKRj/D444/T1tZGU1MTH//4x9m/fz/33nsvAO9973vZs2cPH/rQh/jN3/xN+vr6+KVf+iUee+yx5WeAVRqtgAo1c1Tkv/KP2nzMq48MsHw+H05Stcx8SfG01qGqHCrvomq97RLiwWJ9V2rkSJSbZMQ1P6+1vl7JR1I0rbW+wVuWsPJHf/RHANx///1l7//5n/85P/3TPw3Ab//2b2NZFo888giFQoGHHnqIP/zDPwyPtW2br371q3z0ox9l//791NfX8+ijj/Krv/qrV3cnCWsapRT5fD7JC1IBmYwkb0pCQi0hvmuiYUlqDJWTSqXmZLitRa4qz8pqITHbz718iIbGxjIJPGrzNP9e6N+rMTgqVcyN/juOeVYqdSnP88LcNLXsVBdtGzNdfiUfnlptp4Tqp5J20fM8fN+vWMi0FseCGTEl9YOim704tMuq51lZS0hulGjsvkk0mkKOX03mK6tu5nqJK3JvMgHVutYgancuFotl6fITEmoZcSp1HCd0vgXmnc9rAdnYSVZgs4QB1FabVI2w4nleWb4OIMw4awoypmf1WjBHiNOZmUVXa43v+7EN6xWhUHYEslNKKCE5ZsQ/xXSiTWoiJdQKlfq6zNGSel6So9U6EvotghxQlpS0Flj91XoFkDDY0dFRpqenuXjxIv39/YyMjDA9PR1mpVVKhenxR0ZGwmRbq/XA5XeDIMC2bSYnJykUCgCMjo6uyjWtBGZ1VfHFWAuC4VogCALy+XwYlgxzTZYJCbWKqVnOZrN4nhdqE2qR6H3LZls257VEVeiezSyIly5dwrIUlp1iYmoCP/AZvzBOc1NzmBXQ8zwmJyfLcsSs1nWbndFxHC5cuEBdXd0qXtXymS83guu6cxK/raaP0PVmPv8UifaplXZISLhSRGCRbNfmpqdWxk50nkin0xSLxTna92rPUVM1213Rmnieh5NyyDbkwIaxyTFy9XWMjo0yMTHB5MQkxUKRurq6OSmhV+u6ZQHPZrO0t7ejtZ5TkiAOmMKXONRWkv6rdTAthFmwMWquTEhIuEzULCrOtiLsC7WibalUAsa27dDnrVZyr1SFZkUeptQlGh4eplB0yWXraMjZDA+N0NbWxtjoKLZjk06nmZmZKRMUVvO6TZqammhubg41RXFb0GTgVEr8Frd7WQnEkVYplVRKTkhYgOhcYc7LqVQqzHobzcdSzUTnB2kTuX+JEKp0bLVRNU9ca01jYyMA69o7CHyNRmMpRVtzG7Zj09rSgmXblxPGRRxb1wJmhsc4ScumqtJ13dBHaC217fVGHGkty5oTCVXL7ZKQsBSiAosES4hzeq077UvCOFNgqWaqwgwkC6UIHr7n4yiblHKwZqst6yDAsm0CAjSXj486fkar3prnr6Ruu1YCRdxUe7L4igOzLM5xuoflEi11H60ku1Cit7g934SE602l8aGUIpvNhtrbhcZgNY4vcwNoFjyMliuoRqpCWIFygcKxFRYeaBfwse1Stn2tQWEBlwWVhTp1EAShAGRWvzQl/qsdENU0qETKrxUVrUnUXyefz4eJ3qLq7USrkpCwdKJjRjZDQRAwMzNTkzlHBMuysCyrJqozV4WwYkqaoEH5OI5LKuVj2z5BUERZAJpAl+oDzZd0TQaGmDHEHGM6isr35nMgXSpmiG/cFzGpbRMtvhfne1oOZqi2+OuYhdsqTbi10jYJCVfCYmMmlUqRSqXI5/NhzpFaEVhMf0vJCl7tOWniLazokrakVO34cs1j24ZCcYyp6WE0RWxHEWhJoGPNaldmT1Ghc4saXzyu5T2RYsuFo6tDOtn4+HisM9aK+UciXWoRM+InqZCckHBtkfxaqVQqHHu1lrPIFFgkArNaibm+XqFRJU0JGkt5WLrIyKVLjI+OYDkOWJdYv+kGLCvF9FSBixcHmZqapLfvAjtvuonp6Wl2794Ns8JIEASzJiPNzPQ0p06d4qabbuK1115jYHCQzZs3s2vXLgLf58SJE9x4442h34uYloJF4t1lUInfzOjoKIVCgVQqVVZ5ei0vdtGyBbJIVzPzTYCiVYpmpE1ISLj2iKlVfMSilZuFah2XIrBkMpkwuCH6eTUQe2El0BYBGmVpHNslP97P9PgwmzfvJJV1OH32JK47RSbTANpjcnSU3r5e9r/jXi5evMjQpUu8+cYbnDp1ihtvvJH6+nrGx8dxHIejR49SX1/P3j17GBsd5a477+T555/Hd12GhobI5XIcO3qU1tZWJiYmOHPmDFu2bmXnrl0VbYji12BmrhU/j3Q6zfj4OJ2dnbHYFZg+QmL+qZUstdHkS/Ksa6kNEhJWk+gCLOZ4U8NbK4KK+V9ZT6pRwx3zmXV20Zj9y/cDevsG2LJtK+lcigCfltZmevv6CALwPJ/BS0M0NTXT2trKli1bCIKA8+fPs2vXLt58803Gx8cZGBjg1KlT3HHHHaH2w3Ec6uvraWlpYXBwkA0bNjA9Pc3Y2BjHjh3jzJkz5PN5Tp8+XealXqnDmB1MqlBKSvpCoRD6zKxllZ4IKmIrrraBsRCmvVgSM4ndOCEhYXWwbbusCGI1+AIuF7n/OGx4l0ushRWNBhWgVMl5RWOh7CxT0wXGJ0eZmpksiTPKQlk2GkUum2NsfIyXXnqJI0eOhBLo2bNnaWxspLe3l6GhIRzH4c033yyL8Dh8+DCjo6M0NjbS0NCAZVn09PQwPj7Oxo0byWaz9PT0lA2QSlWVxf9FMjLW1dWRTqdpaGhgYmIiNhFCvu+HglytYZp+EkElIWFtIAKLVHqvNSScuRr9V+K9yihdElSgpF5RKdo7NtB/aZBABbPCjM26dV2gFfX19dx82834vsfQ0CDr168P6ytcunSJjRs3cv78edLpNE1NTVy6dInm5mYcx2HPnj1MTk6yZ88eoOSJfuutt4balqamJurq6mhtayvzSamkXTGTpwVBwODgYBjya0YarSWTQtT0YRbTqtaFeiEfFXG8Nn2MEhISVgczEsjUUqdSqXAzVWnjWG1I5KqUnjH9CONeO0jpOGzhI4yPj9Pc3MyzL79CQ2PjrDFIYylQBChVepXeVaAVWtuzL8twy71y5tOclDQ5lTuDHCv5XUT6jaaVFvtrNBdMXSbNDRt6ViWFffQ+pRJqXByCr4RoYkAgdOSTSIRaUzMnJMQBMVHLJtD0YVnJaM61htxjEARh8cdoeo3VuG9Zs8Xt4UqIvWYFpUs+K1oR6NnQZK2x0Yg3i4gmGtAqmP3HlQkrlR502UK+hI4Qre8Qxff9NR366vs+WmvS6XRZrphqRu6vUCgAJKafhIQ1jizStVZPSNwMxBy0lteS5RDrpzcrqwAif6iS3wpgz0onGoVWOnxBgFKgWLmHZ3aEhUSgRQWdWaTmw1oSAszoH9mtmCUO5nMmjjvR+wYqFiRMSEhYe1SKEgKqdr6CyyYxcSvwfb8qBLVY34GtFWgLjYU/m0pflT6gqFycICCFg+/beIGNndIo7ZYWWW2hdYBlVSoYONfHJIzuEbPMCt1DdMBIQrq1OpCKxWKYHA9YU34115L5fFTW6nOqFhayUi93walU82shoudeal9faibVpO9cO8xnIH51plmk2tte7k+ig+TfcSbeV48FWATaKllftI9jge/bBF4DjuWTUQG+svG9AF/5pOwAtEIpC8uyFxAMLvukyOe2beNHPaxXuNOXaWnWkDuRaFHg8uCvtgFfKS+D+KgAobNatd13XJjPQdCsDSMmStMXbL58G4s9xzn+aBXOY2a1lv9Gj6uFfB9rEbOtLcsik8mQz+fJZrNlgmfcHU9NKgnYtm1XRWRQrIUVD/ABrXwsFZCyA2yKODqLr9PklA/BFMpxsDMOXqAJAhvbtgiCyyn1xUdkPmTiCx1eq6BTLxfT/FML2hSZwEz/nGqYzOJGVHsi41DC5qMChQgPlZyfr1bANjUzpiOjXFO0NotciynMVLqnhOuDCCySxLJWEGEl7kVm43vlgI8iAGwLbDy0P8Xpt45jOQEt7Y34qkB/3zky9V20de0lKNYzMZLHdadpaKpDKUUul1tw4lBKMTIyQlNT0+XIHKpDCl+I6CIgi/bVFG6MG5KrQRa+ZJFZPvNpBxdqx+h3zCRf8l1TIDGF5/nOu1AY+nxUOldUUDfHgynIyMsUYsTxMRqdEv2txIR0bZD5KwgCisUiqVSqJjZeErlYLBYrzt9x6UuxFlZK8T4KpTVKBfh+HqXy1OUsLo0cR/kTTE9OMj08RFvPTeQLM/zzP3+PpqYs9Y1ZtNbs3LkTx3HC0KrJyUnq6uoZH5+gs7OT4eFhjhw5wr59+6irq8NxnDVlnrlemE5atbBoi6BiTmjVfs/XA9NhuRJSZ0q0J7LAyHOo9CyWIhDN9+yW80wXc5A3TUPRz0VwEeGlUCiEKnpx/Kxk3jLbKul/V4e0n0TJRKvEVzMyduLsbBvPq55FAWrW/8RWNr4OUJamoa6DrLOBFNOM6SF0SyPazWFbFirlUd+QJZvNcubMGcbGxti4cSNHjx6lo6ODqakpMpkcExMTdHV1MTo6yujoKFDaRXm+j6oBaRwu53mR4lgilVf74DY96Ksl7G8tYJpOTJOILOISbSV9LZVKAXP722J/X08W+23zc9u2w/sSzYvkAjHHmCmURR2Ck754ZUTbTTadrutWdRoCU9hNpVJhgEQlwXqtE2thxUaX6gX4gLIIAkVTSyvNrevwC01kLR+vkCXb1IEO6rAsl9tu2835c+cYvjjMrl27uHDhAhcuXEBrzczMDDfeeCNHjhyjqamJ6elpNm7cSCaTCR1xbcsi/q5KS0PqE3meRzabrYldnmSnNZPzJawMZiJFKTURjivbDitWz5dwsVowx1AqlQqFFxlr4tAtqeMTgfnaIIt3NfuwRDV/tm1TLBbJZrPh53HpW/EXVnTJFBT4YNtZhocmyftnwLZx/ICJiWm2dHTjaY3SihMnTlAsFNm6ZTv19fW0t7czOTnJzMwM69ato66ujl27d3HyxEn27t3L0aNHcQ3HJD8Iql6zYnZwc+dRjbu8Spl5xacgYXGWIlBIX/F9P0zQZfpumMLJWtKaXCvmuyfRvMBl7Z60lym4JD4tK0cqlQp9oqLmkWpswzg728braiugLD9MCGc5zXR03kzBy2NZCtB0bsgQWDmUhmza4Z33vYtAg22n0EBHVw8AWgfYlg0KOjXcsGUrjuPQvX59OFn4s3lWagUJd4tbp14Opl+A67pzBJVqnLCuNWabShSZJDmMCigwN/15tWvvokSjlESYkyyk0oZSkV0El4WEvISloZQinU5TLBbDWmfyfrUitYPilm8m3quQUqBmfVdmc6bk6pqpU81ofTmzahBoSjKGxnFSBKVvoDB3hhaB1qAvq8tk0ij9VHwe6pUS1ZxIEqVqTqkv9yR1mmrF4e5aI4XUgNDEI1qBxfpSNbb/1TryOo4TZiT1PI98Ph8KM3HyO1grRNs4lUqFbVpN/S8qBMvaJr5SIgxXOn6tEW9hZZYwu6ySSseXBRVYmhPRWn5I14NKocqilq5W3wFBFlax4yZcGWK6EC2KLKTLScSWUBlpN3NMmtqWShqrhOWRTqfJ5/PkcrnVvpRrgqntFH8d09kd1raWriqEFVMdWlpY9awZiPD9tfoA1iKy4FRrxlZT+JJ7jabRT5jLQuHGZrE40U4tFKKccOXIfJZKpcKoFokoEg3MfFTbWF4pJF+PmIRMh9tqaTPTvCpjVbQrcbjHqhBWhOUmVpLvVDo2Dg9vpTEdIatNHSpEE3cVi8XQRAG1+dyXgqm9NNvQdV2CIAgXzihRrUoivFw5lRITilCYTqdDoXFmZiaMZjOFxqRvL46Y2mReqFb/KTEHyfiNQ0BBVQkr87GcXAi1jAgqoias1naRCcjMYplM5vMTnbCjQkolP5+VSMKWUGIxM5pp7pY0C+LXIkKkfE9CxZPnMD9mSLP4dFRDe1VKOigJ8uKwOU08sxLKiEvHvRqUUriuG9r65T2o3tweK0EQBBQKBQqFArZtk81myxbChNVHFtZ0Ok0ulwsd5cVMlzyr+TGj0tLpdFkUWzXOC2L6gsuRn2uZWGtW9OwrYflUGnzVGKpc6T49z0NrPcdPJZnM5+8XZvkB0aSYpiGTWm/D681CIcymeahQKCyaQ6hWn10l85oUPZRFPS5RM0slGh1UqWo4rJ17jbVmRS/4UvO/dLKDNpFFRxz01krnXCkuO15TFrIXpVbV49I+lcaELHJKqTJNikzg8u9orpSE60+0/8quWcxD6XQa3/cpFArz7qTn6wfVTqV+K7luRCsF1bVuyD2HCU99fzUvZ1GqZwtdxmI+KtfpMmKCUqqsLku1ahgkaiLqp1KN93o1SOp3qdJqOiBHScKS1x7zPQeJdpFna4aX1zqV/DnMEN+45SRZCqYAZlZlXqtjelm99I/+6I+49dZbaWpqoqmpif379/P1r389/Dyfz/PYY4/R3t5OQ0MDjzzyCP39/WXnOHv2LA8//DB1dXV0dnbyyU9+MlwoE64f0cgpSb9cjYu33I9ZLK5Wd5CVMJ+3pHj3PI90Ol1m8pFjq61/VDOVnpcpgIojaTIW5iJtIhqpavXnEy2pZVlrei1elrCyceNGfuM3foODBw/y4osv8sADD/AjP/IjvP766wB84hOf4Ctf+Qpf/vKXefrpp7l48SIf+MAHwu/7vs/DDz9MsVjke9/7Hn/xF3/BF77wBT7zmc+syM0UCoWwCJi5GJn/LRaLTE9PMzExUab+Nm3wJtW8qMl9eZ4X2i6rCfPZua4LUOZQW8s7SrPvm2HcYqPPZDJlqcerbYKuVcww5lQqFUYPifZAqOZ5b6mY80M6nQ4j4KrRJASEeVfMe1xLKH2VV9XW1sZ/+S//hR//8R+no6ODL37xi/z4j/84AMeOHWP37t0cOHCAe++9l69//eu8//3v5+LFi3R1dQHw+c9/nk996lMMDg4uufLl+Pg4zc3NPPfyIRoaG8PBNzIygud5tLS00N/fT2NjI9PT06F/Qj6fD221uVwufCiO4zA5Ocm6desYGRmho6MjvJbVXNAk3b9MHHWZNDds6FkRNZ05GeXzebLZbNUt3qYw5rpuWDm61hdec7KVcHXROiVVfmsLc4yIz0I0IVrSF8orhUt1cFhbZpKVoFgsorVe8TIrsmaPjY3R1NR0Ree44tXJ932+9KUvMTU1xf79+zl48CCu6/Lggw+Gx+zatYvNmzdz4MABAA4cOMAtt9wSCioADz30EOPj46F2phKFQoHx8fGyl0nUyW9sbAylFAMDA0xNTWFZFtPT04yMjIR227GxMYrFIvl8npGREZRSDA0NMTU1RaFQqJkJ23Xdqk7TLZNM1N5c60hbSFirZJ6tNoE1YWmYzz+fz1d1yO6VoLUO50nR0lYbsnH3fX9NaleWPTMdPnyYhoYGMpkM/+bf/Bv+/u//nj179tDX10c6naalpaXs+K6uLvr6+gDo6+srE1Tkc/lsPj73uc/R3NwcvjZt2lT2eRAEYbKjoaEh8vk8k5OTYfTC+Pg4xWIxDNsrFArU19eHTmbZbJa6urpwsJrx9XGIP79SRLtSbaHK5ksElWqMcroaJGdKEARkMpmq6gMJV4aYhsykaAnlSfdE41CtJjPJPSXr31pi2TPUzp07eeWVVxgbG+Nv//ZvefTRR3n66aevxbWFfPrTn+bxxx8P/x4fHy8TWGQ32NDQwPbt20sOlLMFmqQgnw4CNIQx5WYaakupMF9LR3s7jpG91VIKpXUYQhTXLllpMEk7VFsEkNyL5FOJJn6rBUyH2OizFwdas7ZMQoIgm7pisRhWXjc1btEEirUwrkyzjwhzZuh+tSDzpSR+jM4fq3mvyxZW0uk0O3bsAGDfvn288MIL/O7v/i4/+ZM/SbFYZHR0tEy70t/fT3d3NwDd3d08//zzZeeTaCE5phKZTGZJheakIilcFmBsGWTGYLMW2EXaEb+ZiumtF72StY+Ep4o/TzUNOPHDkPurpntbLlFnQNktp9PpNR2mmHB9qBSyK+9LFlcJaa1V7Vu0jcS3y3XdMt+OakDuw0wUt1a46isRdfK+fftIpVI89dRT4WfHjx/n7Nmz7N+/H4D9+/dz+PBhBgYGwmOeeOIJmpqa2LNnz9VeSsIimBKymVel2hDzj23bVXl/V4Lv++TzeYCwyJ1QbbvDhCvH9P8TLYKE7kqkZQKhRnKtJ1JbDuYcYPquwNqIfFqWqPzpT3+a973vfWzevJmJiQm++MUv8v/+3//jm9/8Js3NzXzkIx/h8ccfp62tjaamJj7+8Y+zf/9+7r33XgDe+973smfPHj70oQ/xm7/5m/T19fFLv/RLPPbYY0vSnCRcHdF8GtW2KxAkH0Kt7gThsilMBDcgzK2xFiaehHgg/SiTySRalggSzlwtwRjRKEFxo1gr97esHjcwMMCHP/xhent7aW5u5tZbb+Wb3/wm3//93w/Ab//2b2NZFo888giFQoGHHnqIP/zDPwy/b9s2X/3qV/noRz/K/v37qa+v59FHH+VXf/VXV+yGgiBABwGT09NYlkVDQ0PZ5xIObDrOmuHBpj3WPC4s+OT76JjvRGWAVZPWwXSqlfDCWqJSPQ/JnSIqffOzhISlYPaVVCoV5mQxTazRRa5W+pckmHRdN8xXUw33b6bhF+F0LawVV51nZTWI5lmB8p3kuXPnOHP6NK7rsnv3bjZu3IjWmnw+z7lz59iyZQuXLl1iw4YNYY4J13Wpr68vO5dIlgAzMzP09/ezdetWrld80ErmWTEnFNNpLu4Dy+y+okUwtSpxv7+lYkYkSBSbTDTV6JeUsDpIP5N6UZLhOJgNaIDa6GfmfBqdc6A62sDc7FztHLISeVaqQpdnakSGh4fpvXiR5uZmbNtmaGiItrY2crkcvu/zxBNP8L73vY+LFy9SKBQYGBggnU7T39/Pzp07UUqRy+WYmppiYGCAzs5OpqamQs94lGLzDTfEtjOaEUDVhu/7VReKvVwkCkoqJIt2sBqfd8L1RzTNUpG4WCyW1ReK67x4pUjm72rUVkPJGiJRlav9bKtiVjcle8/zyGaz5PN5ZmZm6O7uDus6AGzbto2jR4+STqc5ePAgtm3T2tpKa2srvb29nDt3jra2NoIgoKenhxMnTjAzM8Ndd93FN77xDZojeWTWKpUUZmIikQRpq935rhbzHoMgCOvZmJ/H/R7no9LzVUpRLBZDM5ho5aptAk1YPUzTuPhsiKZWam5FqeYxKBs/0xxkfhZ3RPteqZAjXN9nWxWzmEzIIuWOj4+jlKKlpYXh4eGwMwG0tLSwbt26MIldR0cH7e3taK3JZDI0NDTQ399PU1NTKFE2NTWRzWZpaGhgbHQ0Nh0x2rFM/5s4XP9SmS/6p5rucSFENZ/P59Fal5VOqJU2SLh+mBoEqS8kpnRYG5Ej1wMz94rjOARBUFXRQVCeJG61n2vVaFagZAZoa2ujra0NtGZ6eppNmzaRy+WwLItUKsXWrVtpbW2lu7sbx3EYGBhgy5YtnD9/ns7OTjZu3Eg+n2fdunUcO3aMvXv3YlkWuVyO+++/n3w+j+d5sSj6ZxYtA8LKyubnccaMdpFMrLXm5CdIiQixLUP8n2/C2iPqLycbxVQqFVZvXmqNtzhjtoMs4plMhpmZGXK5XCzWh6ViVmQ255frTVUIK1DSGogEuHPnTqanplBK0dTUFA6qVCpFT08PnuexadMmlFL09PQAsGfPnrDirBy7b9++Msfd+vp6/CAAdblC81oNBY1mHhStijmI4qIhMolmZhXTloRh1wpy/+IgbjrS1lI7JKw+QRCEWk3Tj6XWNg3iZCupE0zi3g6SBG8114yqEFbEqdLzvJLncjpNSyoVquTEp8XMymcKIZLxVMxIQRCEgosZyiwLvhn2HJeFQSYQIY6CiolZ+0fSg1cz85VLqHT/cX6uCfHDXJhFw1IoFOZNH1CN/VPuKZ1OUygU5mix4448Y9/3w4R41/s5VoXPClAW465nK0bKBC4TvSlkRPMDyHtyHlF9mQKN1hq0RjG3PsZaxhTEhLhPGKbwuJqqydVCHIodx5lTpLHWdrQJawMz661SKtyJ1xJy/9V476vtu1IVop/p6DT7D9Q8n0Un8fkm9Uq5TJRSZXWB1vKCEBXARFBZy9e8FKLmn1rLpwKEqc/NCIxEQElYDaJ9zvTfkHQPmUymqvtm9N6kRp05P8WR6H3J5t1cT64nVaNZSZiLaB9MLVO1ICa+WgvLlTB8EVSgtgS1hLVLtAqz1KCqRi3DYkRr61QDop2Xufd6P9Oqnen1NXrFCdMXJ64LmpmZNZpSf768DtWAea9yj+KjEi1EmJCwFjFNQsViseI4rlZEC2Eu7NVw35JnR9wlrutvX9dfu45cK2ElLt3MjBYRp+E4Yw5w06k0rkLYcvE8L9So1GIumYR4YfZLEa4LhcKchTrOC/diSBI1SUgad8TcbGpXridVK6zUOmICEgm/WhY1Ua3G2Ra8XMT0Y6Y1h3Jfqmp5vgnxRfphJf9A2VyYGpboMdWGubBHgzniiPirSAK8600irFQxolWJ+4RgDnAzpX6cB/5SiQoqtXDPCdWHVGmWXCzVsHgvhNyX5J+plsy2pkB6ve+paoSVSpJeNDw57vbCxTDvMepYG2eBRa5dKoBWYyr5SjZtqZzsOE5V3nNC7SCCtqQZKBQK4WfVODeb41S0K6vh57HSyPWbYczX6/lVjbAik7nZYOJcKu9VY1XM+ZDduCkJx3WgmAKYGaoc9/taCElMKPb+6P1W4z0nVB+V+qz06WKxGB5XbYKK+TLT1ccZ855kE3w9zUFVsXJL2vvx8XHefPNNLl68GNZKAcICW5KVttoxE+RVA0qpMIV1tdzTQgRBQKFQwLbtmvLNSagNJEpIax063VbzuJYM6xJFUy1c78CNqpkJtdY0NDSQTqfJ5XKcPXuW+vp6pqam8H2f+vp6giBgw4YNVb8AVJuwIlqVWshUa1aQrvZ+mlDbpNNpisVi7JOnLYZo923bLvO5izumw/T1WGuqooeIs4+o2yRzoqirRMWYz+erxum0EtJpJAoorkRVwtE6TdXy7Mz7FFOX1LeqlgktIWE+pJ/LgldJYKmmse44DoVCoeL8HOf7vF4ZbeO7okWQhbqxsZFcLkdjYyMtLS2h7T+dTlNfX1+1ggpcDi2rloy1olERrUq1aYtMzFoqpgYp8VFJqBYq+a8opcLCeGZ0SbX5sIgJW6oXQ3XcYzQ0+1pSFZoV8VnRWtPa2gpAU1NTWVHCpqamcFBUs41UTAhxvz/p/JIAzryfanp+ci8ygaXT6aq5t4SEpSDzlfgZxlkrXAlzIXccB8/zQktA3BHH4ethyqsKYUUQ4USEF6UULS0tZREk1SDNzoc4O1WDVkW0RFAd97MQMtil4Fs1CWMJCYsh87VUK44mP6w2UqkUnueRyWRW+1KuGnG1uB6OtlXRI0yVokz0ZlKeqD+AfG5qZMR8EjdhxrxeM2MtxNsOCtWjJRKi+Qjk32KmrJbnlpCwFKL9XfIJiQ9LpVc1IIJYtSSKM9dY4Vo8r6oQVgTJFijFlqB8gTAXARFaJPY97km3ROCqFi2EPBczqV01+m/k8/mynWS13mdCQiWifV1MvpIAshqolCNJfFeqQQATVwvZ8F8rqkZYkZTGUY1JVOsyPT1dJryYA0W+E7cOJIIKVE6OF0c8z6vKqsrm/RSLRWzbDu+zWibnhIQrRWtNOp0mCIJww1JtcwBQptGPM2bCVbPC9LWgaoQVaSDHcRgZGeG1117jzTffDLMkBkFAPp+nt7c3rGDb39/P4OBgWH9FnBzjaC+NhsPFeeEzfVXi+CyWgqi6zRDlapyUExKWg8xbmUwG13WrIkV9JSRsW9acuCLPppIpaKWfW1U52EpUxeDAADtvuonJyUn6envZumULgdYorRkeGuL1114jnUrhpFKgNYVikY6ODkZGRmhsbOTee++FiMlorWLWkYlrYiXTh0OeoaiDq1HjIOpScahNuDKiwl20r1TqO1fSn+R3lnuu5NkuH1MTLou5CPTV1J6SXsJ13TD3l0kc7jUasCLaFYm6lWNWiniubhUwF23f98mk01iNjYyNjpYmFUqmhYnxcTrWrQsHQGNjIxcuXKChvp7Ojo5Sqv5iMTae2pIQD4h9OnrzXqrZNFIsFkOH2mq8v9WikoO9EC0QuRSnzaifgWk6XkxQSlg+0faTKBNTYKk2JDIorvOdeb0ifF2roIiqEFbMh2zbNtlsljNnzjA9PU1nZ2doIhG1eyaTCe2iAwMD5HI5WlpaeP3113Ech1RMNBRy31I3J87IvZgZhqvRLFIsFmMvVK5VpL/4vh9WuY1+Zu7cFxMWF3PSF2f+aopYW0tI1lcz83i1UUm7Ete+ZPrhXItnFY9VeQmY4cgbN25kYnyclpYWmpqagFJDtrS0cPfdd4cLu0jtIuDU1dWRyWRwUqlYOD6Z9xz3gVzpXuJuBpqvbEAt1Di6UkyhYinCqoxh8W2QSd+srTRfOP9Szh893tTOyH+lGJ/MK8up62TeZ1z7+bVC2iaTyYTRQdWQpj46p6VSqTJhJc5zntQ/SoSVBTAHvJNKsW7dujKVsKh+s9ls2ffEbyAIgjD7bRCjHb1oVeKuWQHK8uAIcR20JrLI+b6fZKhdIlE/pqgJx9ScSEKx5Wo4lvscopGDUSSCRRz24XIorghMUeGkGrWHK4m0mWggMplMrBdzmNvvLMsKBe44z+OmJuxa3EtVCCvzLW7R3VSlDh6dfHTk/bWO7/tVsVOXiV6Eybi0/2LIoBWn4ThPRquF9A1TODHbMtpXVqPviGZFfCtEQBUfOtd1Q5NRYjZaPpKXRNLUx1lgqaTdk/uLi69kJaJpQlaaqhBWahUzxj3OgxcIJ6G4m36iSIKrIAjmOAlWyz1eC0R74nleKAiI9sQ8Zi1SpuV1nLJCfZ7nUSwWcRwnybGzCFEtVCqVYmZmhkwmE3uzdxTRHFVDYk+pf7TS91E1wko0vjs6kS0UKSDzhNalf2ttfDD7ZtmEYh44X6iknMT8rqi25fSz/za/U/b3Ivi+H6pJ4+iAZqr6pVZGnCfuSr4HYq5Ip9Nl0SS1ymIChmlKEQ3KfJqIa72TuxLmixYyBRdT2yKCy2I+LrXaZ+S+pT2lfpDphxR3nx/pL7LIxzlfloxbyW9mzvFXS9UIKyKRaq2xZn1QTDVxeXKhYPZ9C62D2f/qUO5QlGzMfhBgzU4+gdbo2XMGWmNbVihYBEFwWSiZfU/NxpwrwKqgLQi1IrP2WOmk/oIP9bLgJPcsk1ycBJVox5XY/GoxkUSFsCRMuZxKE5doHaRPZ7PZOebbxcKMV5Ol/L4ZsSiaoiAIKBaL4fiXcRA9X5yF+JVEtFQS/m8SxzYyN9GO44TO2mafj9M9Sd+VsPOVvPbqWB24bAoBysJfzc5wWRMhx+qwUU2tixwrQoa85Dds2y5LLWzbNjoISM0608HlCtBSM6HShCuCjni6B0FgqHXmopQKhSGxh8dVCjfbIc73UQm5N8/z5ghhcb+3lULawfO8MDTVcRxyudy8TsgynqOvtchSr9OyLDKZDJlMJvRtKhQKFcOuaxmzHVOpVDj/xSFqc6nIIh/nAoemQC7RjytFVQgrc6RPpRgYGGB0NiGcCCNBENDf3x8KEZJxTwaBCBUlbcvl88lub2RkhPHx8csCitaMjo7iui5TU1NMT09z7tw53njjjVBYOnnyJKdPn2ZmZmbOdRaLRfr7+y+HrM1e+/z3WX7P0R1YHCc1M7V+tSDCbjXkTrhWmIuyLNZm1uI49uUrQeYE0bRIOxQKhbB9kr5zGZkvJLtttbWN4zixFlaEqBJgJagKM5CptbAsi7dOnwatyefzuK7LunXrgFKF24MHD7Jz5010dnZw9uxZNmzYwNDQEKlUisnJydkdjkNHRwenT59m06ZNjIyM4Louzc3NABw7doy2tja6u7t544032L17N6dOnQJgcHCQ+vp6zp49S3d3N8ePH6ezs5Nz586xd+9eRkZGaG5uprm5maGhIVzX5ezZswBs2rSJhY1AlyfxSvlI4oRcczUktIsiPgmpVKrqHIYXY75+KO0gvhrAHH+UqO9BNbdb1H/J/Fu0cdJWok2Yj2ptoyhmLhsR8ER7WQ1tYJo95b4gnuPA1BKtVBmYq1olfuM3fgOlFD//8z8fvpfP53nsscdob2+noaGBRx55hP7+/rLvnT17locffpi6ujo6Ozv55Cc/GeYluBJMk4jv+xSLRbZs2cL27dsZGxsr26kFQcCpU6c4e/YsJ0+e5MUXX+To0aMMDAzQ29vLoUOHOH78GC+++GIo3Lz88stcuHCBkydP8vrrr3Pp0qWwAKIQBAFDQ0Ps2rWLe++9l87OTrTW5HI59u3bh+u6XLx4kcOHD3Po0CGOHTvGmTNnOHv2LAcPHqS3t7d0vgWEDsuY2MTbOm6d2EQWr2qZbAQx69WyViWqHfF9n0KhEDqUZrPZ8Lmbk7TZVtXcbtF7i/rniKZFHLNl41VJ6xS3jcqVEm0zSaZWDZoIE/FhjCumKWgln80VCysvvPAC/+N//A9uvfXWsvc/8YlP8JWvfIUvf/nLPP3001y8eJEPfOAD4ee+7/Pwww9TLBb53ve+x1/8xV/whS98gc985jNXfBNRPxGJKJicnAxzG0BpAmhra6O1tZW33noLgEKhwIYNG8hkMmzdupV169bR3NyM67q0tbVhWRYdHR1s2LAhVM22tLTQ3NwcnvfSpUtMTk7S3NxMb28v58+fZ2JiIrymgYEBisUiFy5cwPd9Ojs7OXr0KD09PViWxZYtWy4LKwuagUoOtpVUw2vZfj8f0fC2ON5DFDErym4iDv4VK0lUUyA+WYVCAaVUKKRU+l6cfFKulqXeq1IqLA8iAp/pL1dNPhuLEW0nGWe+78dS+yBE70nM+3ETwiptPMw6XFfLFelnJicn+eAHP8gf//Ef89nPfjZ8f2xsjD/90z/li1/8Ig888AAAf/7nf87u3bt59tlnuffee/nWt77FkSNHePLJJ+nq6uL222/n137t1/jUpz7FL//yL19RwSrT+RWgu6eHY8eOYVkWN910U7go2rZNT08Ptm2Ry2W5ePEiGzZsoLGxMfzdjRs3orViwwaHkydPsm3bNoIgoKGhAaUUuVyOkydPhl7pO3fu5Nlnn6Wjo4OdO3fyyiuvcOrUKfbt24dt26TTaV5//XX27dtHX18fY2NjJXOP1nR0dBAEQfie4zhzwqHLubwQxN3HQybaaipQVq2aouVg5v7xPC8MMzWjexKWj8xfojmWUP9qM6EuFTErim+E6XsYZ0Tokmcd13nevI+V8rtS+gpEnkcffZS2tjZ++7d/m/vvv5/bb7+d3/md3+Hb3/4273nPexgZGaGlpSU8/oYbbuDnf/7n+cQnPsFnPvMZ/s//+T+88sor4eenT59m27ZtvPTSS9xxxx1zfk80GsL4+DibNm3iuZcP0dDYGAorYcVeHKzAIcBH2ZpSqHIppFmh8HWAVrO3rSMZBSmFLpuSeiARQLN2RAlVDnwfZVklEUIZCVpmP7Nmo4SUZMedDa+WekTBbJi1pjS5B76PjjjMihCmtaY+m2bz+p7YV+0VM5bv+2HGxrjeh4l5T7WSU6XS9GFmnE1yiCyfxaZkCd0NgmDeMgO10KZmpGaxWAxLp5g+fHFrh+g9pdPpWBY+lXsQQTKfz9PS0sLY2FhYr2+5LFuz8qUvfYmXXnqJF154Yc5nfX19pNPpMkEFoKuri76+vvCYrq6uOZ/LZ5X43Oc+x6/8yq/Me03SOS3LKkkbuuSMqiyNVh4oKTpmY2kFKDSqpKhQzHFqlagcffkH8IMALAtP1K5aw2yuFS1/hycofRbo8rwoKIUXBCjbLmV6UQpR4vqzAtBixFHtGw3XBlbU8WotYGpVahHTJ0x8dmTxgPgtGqvJUtoqk8mEWhYRWpb63WrDjOwUjXecEYFL0l6EpWAqzKNrmagD+dWyLB3iuXPn+Pf//t/zV3/1V3MKAl5LPv3pTzM2Nha+zp07N++xWmkCp4BXN4SbHcNLzeDaLq6lKVoBeSvAs/SCUTdrGTOHTByRRR0oy4UTdySqKa5q26vBzE1ULBbDKuYJ1w4xgWQymbLKz7VKtTjbmvNhNJ9XHBHLwEpsspclrBw8eJCBgQHuvPPOUL379NNP83u/93s4jkNXVxfFYpHR0dGy7/X399Pd3Q1Ad3f3nOgg+VuOiZLJZGhqaip7LYQObAK3Hl1sQBcbwM2B7xAojW+7BCoAFb+Hr7UOTVJxRYQVsxx63JFJ0tSqVIMAthzEiTadTpeVFki4dsiuW3xXJLleLRA184izrYTFx3lekWuXOTLuz1Rykl0tyxJW3vOe93D48GFeeeWV8HXXXXfxwQ9+MPx3KpXiqaeeCr9z/Phxzp49y/79+wHYv38/hw8fZmBgIDzmiSeeoKmpiT179lzVzWit0YGGIIUqNmIXG0i7dWS8DBnfIYuD5WuU1ijKfUPM/CVrqaOb11VK31+59khcECk7zgJXlGhOlWrHtKvLrh6grq6uYiXkRGhZecRMIKTTabLZbFhvyIzCqJU+KeYgz/Oqps/FNaOt2f6mP+nVsCwDe2NjIzfffHPZe/X19bS3t4fvf+QjH+Hxxx+nra2NpqYmPv7xj7N//37uvfdeAN773veyZ88ePvShD/Gbv/mb9PX18Uu/9Es89thjV1weWwakeB972qeoJsg6FtrzsLUmZaXwPAVBDmzApqxTS5jVWjRLhP4AkaRIccL0aZBJpRqQqsBmeHy1MV+yNklaZtt2mMgsro6NcWK+trUsi3Q6Xablms9vIO7PZ77rlxwlcTaVm9ctwoqscXGaX8y1ddVClxfit3/7t7Esi0ceeYRCocBDDz3EH/7hH4af27bNV7/6VT760Y+yf/9+6uvrefTRR/nVX/3Vq/pdaZAgCChqh0m/Dk8VyTk+tvLw/IBAp/GKFioFWntlpgiZdM0Jd61hKYVlxW8AysImu55qCld2XXfB7KLVhDkuXNetGD4b1wWiGpDNWjabpVgsks/nyWQyK6aGjwMSbVktzu4ibMr8GSeBxdy4rIQm/YpCl1eb8fFxmpubee6l2dBlpAhhqbOeOpPmW98usq7d5+3722hrncCxpikWfL71rafJZBzuveeuUG2tlOLSpUsMDw+ze/fuNVOPQ3awIlXn0im2btoQOxV7pRDDuAy4hRDNguxg4zSRLAdzipBoH8mwCnOzryZcX8xFwczmLXluxL8wbvPGcjC160EQ4LpuWTRanBHhSzZ5a1H7Xwlz3hgbG6O1tfX6hi6vNZSfRimfwHFxfZt8vp5vPdHHN/6pk8bUKI0NLm9/p4XyFf5Mhrq6OtZ1NnL82DEuXbpUyiKrFCdPnWLzpk2wBh0DLy+Ea+u6loNSKkwQttbad6mYg0+0ceKrAtWzAMy3fzHLPNSKNimOiMAspjnXdef4iUWfcTX0XbkHMTNHtZ5xvUfRFsXZaX0lrjvm20CFChzQikD7aEtR9DKMjAYUimm8fCMTo0UsJ082AwQ+A0OnOfzaCxQLBdxikYH+foaGhrjnbW8r2d5te8H6PNeb8oUwnh0VLu98qkE1C5f9nUT4istuZzmYGjHRiimlQgEt+kpYHSqlOTdzdaTTaTzPC/2rqtHpNnrfkrwzjnmpTK5FJtjrxUrPD7EWVhSgVQCWvDxS6SI3721iY8cFNveMsffGRtLaxwo0Tlqzbedm9t66h3Q6TSqVoru7m3Q6zeHDh4GSar+6hvHqIzZXYE37BC2G6ahYLTbxhTCzgc7MzISCSkK8UEqFjrcicMZp0bsSTF+PuM43JqajbbU/u/mI/2xreWjLR6OxlI9KF3j7fS30bM7Qmqpnw3qXNAHKz5JWWfbueDvZrMYv+ExNTdE4m65f/h3UcGe4lpiDLK7tK5OeJICLs0lrqfi+X+ZIW8uTZZzRulQBXkKbzVD7anyeol2RJIVxvsfoM6rWZ7YYMRdWNNryCVQwm39Eg8rTUD/NzTd7pFwXR7lYgUZ7Fradpt5qBmbI1JXyQghSaC1UkdZgZ1gpog5/URNQnAeb+G2k0+nQkTGu91KJaL4hcdCsprw4tYj4sYiGxZutcybEeUxWwqzNVQ0RiJId29To1lqagPgLK6pkXlDaRmmw8EFplG+j8GZNRTY4RXBGsG0PtAJtY/qAhA+8Rh789cDMrWJGysR5cEkIYS0s3hL6Wm0CWS0RfW5aa1KpVJiLRcoiVOPzFbNlsViMtTBmOg6LpqgWibXPCkqXagGh0NpBBQ4WCtt30F4OX9t42sLHwrc9lDODZRVRiVfKNSU6KVRTRslosbRquK9KTpdxrviasDhiBvI8D5irUasGollt40g03DxaZ6eWxmasNSs6rHmsUIGFpRXK0qACtF3Es73LnwUO4OD4NlqBrwKU0pgWH106lfkD4X8UlA6UgVxDneRqkMkvlUrFbncTnbRlkpAkW9UksAiSo0IiEKrp3hJKiHlETELm+KxGUqlUxUKPcejb0WuWgo1mQtM43MdKEGvNio9NgCKNJquLpJU7myBOk1J5fNsjwCNtaVw007aFZ4EiAAK0LgksQeCDCD46QGmNJf9G41iglMYiAB3vULjrjZhN4rpDr6RtgPgkZloO4o8jC1m13V9COfKcgyCIreZhIUyHfslVIsRRMJP7qCbt13KItWalJF9YaB0ACpRNwddglYr/5P2ARgsynoenFG6gILBnfSeCsqyjEsN+OUQMbNuajdWf3UFbFpatCGqvn1wx4oQK8djJzIdEAFWjkCLIgmUmukuoLio911QqVaZNqwai9ymRQabjbRyY7zqrrRjsUoi1ZkUBGkWgbAIrxYyncK0sQ34jr1xq4K3JBiaKaSzl4Pg+aRTDl8Z47bWjzMzMlM4xm55ZVN5mZzZtg2L3LEm1q3TDMSOOxbdMzDwjkrm1WvE8r6x6dELtYFkWjuOEWVKrEenTcaxgHCW6NtUKsdasyJTqA1orXCzy2ubAiVH+9tVpGusmefQdm6lvDkg7AYVCnudffI4N3Z0888wz7Nmzp8zJLJfLMTg4yJYtWxgeHmZqaopNmzZx/vx5Ojs7aW5uRgdJWPNSMet1xHEBlInb9/0wG2g1EF2QzFwqcXxOCVePCOISIVRNFZoFiQyKuy9WIqzEFB3+V6MthacDXjs3zNGJLupdn0MXZ9jd0giWx9jMOI2tWe7Ydytf/1Yvzz//PPv27ePixYv09vaSyWRoaWnh4MGDuK7L9PQ0IyMj9Pf3c+rUKX7gB36AIPFZWTISORPniQEuRxXE/T6imGn0c7ncal9OwiogmkO4LLBIyLp8Xi2YGajjfF9i0qqFLNomsd8qqlmHWssCSwVYyqOxTpFVM9Q7Hg3ZFFoHaBTpbJrJ6UmGhocIgoC2tjYaGhoYHBykWCziOA7btm2jUCgQBAHZbJZ8Po/jOKxbt67ktxDjTn69ibMJSJAFXRzbqgW5F8lmCuW1PBJqB/O5i8BSrQ63tm3H/t5Eyyv5q2qF+ItlCgh8LKWxlSJlWdy3u4O8O0Zzc5r969N0Wi6+79GQqae7ez0vvniQXbt24fs+2WyW1tZWWlpa6OrqIpPJsH37ds6cOcPw8DB33HEHZ8+epbGxsZRfA1C10z+uGFFTxl0jYdY0qjbEqbIatF8JK4NSikwmw8zMTOzNJZWwbZtisRh7B9U45465UmIvrCgNtlLYFgSBJq0CdrQ5bLqvC8tyWadmaNAeBRWgbYfbb74FvXsvdsoJC0N93/d9X6gaDLSmsbGJkZER6urr2bRpM1u3bqWkw4kmYkkA5ti3o4mL4qJ2rbRLMZPAxV3rYN6fOIvHPQ15wsojAouZGFDejzNmkjhJqWASp/uTOl0yL1Wjj1GU2AsrpaT5Fl5QEiMyGhzlkkm5OGhsrZlWpZT7VuDj2wEoZzYc2cKyFFpLrjdVOputuO2OfUDJl9bXsghf/t3q7A4rh5hO4owIs3E3AVVKbpdE/iQshG3bYYJAyblTLUkQJfIJ4rORimKagqpR61uJWAsrSoGKiA1KQxpoCCBQFj4wo8ADPDRBAGkNaco7aVmHVeVnvVw2KH6d+npj1gOKa6E0udZqKIAWRRxqU6lUKEzG5bkkXB9EMJFF3fO80K8pzph5tUS7EucNlQiUcd5ILYeqFckCpfGVxlMaD4XWFo6XIuumcQK7VMwwYUWIOmbGfQdmhgZGVeBxnxgkuV2cJ+mE64P4M4kmrhowiwLG/Z5EsyLE3Uy9GFUhrOiIfSZQULQCXOWhLQ/bcsloj3rt0xgEZIAg8Mt2++ECW/rjut9DnIkWwouqJuM4iCrZtOMsqIgfked5NRXumLB8zH4uWoi4p6o3MbOWxy1fSTT82jTPVXsa/qqYtcyFUGuNQmErGxsfpT200mjHpqAD8soBPyDtpIyMtLpMRRglTiaMtUCcE4yZieDMOkDmf+NApUlLwvPjHqGVcG2JzqeiXXFdNzQHxU17Wql6sYQxx83Ua27+RENUCxuQqtCsCCJszKgUF706Rvw6imTR2PgETOEyZnu4jgrtleJEaYaBmRN9Iqgsj2poL1EPx/0+TGRnLJFNCQnLQeoHxU0TMR8ihJkb1jgSjQSqZmIujulSlWUu1/RBKU7lA741MkOPrbm7vY5NlkV9UCQ/OcHps2/S2txK4Hls2rSJmZkZjh8/jlKKffv2lXJPGJUtzXpBCZUxB4wUhIwz1ZJ5V/B9P8wplJBwJViWRTqdLosOgvhuTuSaZcMaV82EaFbi+hyWQzyfkIFWQan4MhYuimnf4ntDef52NEUPeVKOw/rmNHZQSgo32XuJiyffYvP2bXzta19j27ZtTE1N4TgOzz77LMPDw6zr6KChoYF8Pk8qlWL37t1JPaAlEmdhRRxrgyCInWp4PrTWofo+rs8lYXWRfuM4TlhHqhqig+ByGHNchRXZKNaCsBJrM5CmFPUTKJ9ABbjKYYwUA9MB+SDDiG8x7QVYWqNtRSGbYv327TQ1t3L27Fm01ly8eBHbtsnn8+TzeXbs2MHQpUu8+cYbnD93DrdYxFIKi1JjVXd3uHIqOX7FDbNKdByvvxJShFE0RXF9Ngmrg9lnpB/JTr4aiDqpxpFqyoGzELEWVgDQCltbOAGkgoB6NDc1ptkTjHF7xuWGegvLcvGVjwKaGhppamqis7OTXC5HZ2cnAPX19fi+z4kTJ9i6dWvoYNne3l7VHWClMO2+cU5SJMnSqgGtdaxV3AlrD9u2y+rrxH1ulDD+OPvixP36l0qsZzGRhRVga0AHNFiafR2NtDTUUZ/y2JYDJyiUnCY1tLW109TYgLY0o6OjNDY2hrtp3/eZnp6mvb2dDRs24DhO1Sxc1wMxAcV5AqumjJBJTpWEa4FU/ZWxEufxHpZZifFiL3WCqt0UVB3CilbYgK00gXbpwmddziJl+ViBS4CPZVuktIVWGiedRlma9vb2cLBJYau6ujqUUtTX15fOnTjYLhnTXyVObSYaIc/z5izscbkHKA8nlZwqmUwmVs8iYW0jfUlyr2QymfB9iM94Med1WezN+Ssu9wHVk7ByMWItrDBbWlAza3vUAY6CnArIBpp0EJC3YNpSWFqR1pqiFaBR2JqyhUkKQ1XqrHHquKtNnNuqWurlSCi+bdtVoyVKWBuYzraFQiHWKeujc32cKzFHCxtWI7GeyRSlKCCfUg2gQGm08vFVQKDA0RZWYOHrUnp9B42vAnwVlIoIJawYcfVXMbM/yi4r7vi+TxAEZSbMap3AElYHcbYV80PckcR3QtzuKZp6vxqJ9cxcElYgoJRi31clgcVTmhlsXG3jYeNjI7eqlSYIBZW5aYrN1PFx67CrhdlecVSjArGvE2L2VdntRlNx1xrRcRwd24u1SaXjk/mhhFmNvBoWSTNfSRwRzUo1E2thJQCcQOEEFgQOQWBDYJEJHDLYzChFQQUoFRDYUFSQDiCrFZaSCTxAKU0Q+FwWfcrrLlR7J1gJ4u6Yai7wcUWif8yIpjjfz0oy3xhOBJErQ+bHVCpFsVgE4i0Qi1Y1rpuWWvBbibnPCjhaoZi119klB1rw0JaPi8ZSKbKBQgc+vuXgWDrcDZgP2LYtgsCfHYRWmJ8Ckgl/KcxXVykOxNWEVYlEUKnMfA6gC03u0Ro5ld6vNaL3LtFm1VAgM+4hwOJYXw3zWCVi3btKggooFYCt8ZRPERcvm2dw5jz1qpk2q4usX0/gWSgH+kcGGB4a5IaNG8nlcmF1XXnIpV1Vyd4vtv9anpyWShAEZZNVnBy9zBDMOF13lCAIqipPzEoizzYIglBzspjaXzRt8qrWReBqsW07LJIZZ+Keur7aTUGx7l12SadCoDVaBXgUUGnFc+ee4f+c/l+s87r5V/f8NFvsG8n69RTyLs9/7zm613fy6quvcsMNN6CUIp/P09DQQCqVYnBwkO7u9fT395PNZunu7l7t21yTRAdFXAc4EOvdVNRXpZpqGi1GVFtSaaIWAc5chMyKtQsJILJZMX1eLMsqq1wd/c1aySYqiBCnlJo3Migu7VANqevN/irE9V6ixFpYCVGzHcxWFD2Pl8+9xNHsYdomejk0cjM9G7vJ6jQzIxN0tLTQ2d7OwOAAzz77LNu3b+fEiRM4jkM6nSafzzM4eImhoWEcx6G9vT3MJZBwGXNAxzl8UXbbcdNGVBIWgyCoyb5qtoW0gwgosphKSLopnCw2iUf7tNSNMnNySEbXakjbfqWYafilfeO6QIopKI5aNLO2WRyvfzFiLaz4aAJAYaNQKD/AsaDBaSCrstg4ZOvqCOwAF5d0LkV+ehpLKc6fP09jYyOtra0opWhpaWFwcHBWOMmyceNGpqenY60WvJaY7RFNphSnCdvcbcf5ObuuG3sH4atBBBRJA+84DplMZs6kvZz2ifqsiCZGzB3ye57nhQt2rT4D8VuJs+8aEHsn27jNv8sh3sKK0mgUBAqlbRylsG14z873UjgxQntHF3e23YuTb0QHGVI5RUtXF4dfP8Ktt95KsViks7OTtrY2Ghsb2bBhAydPngzrATU0NNSUWv1KkTpKQpzayywREDdhxUwVXk2VopeDJMATLUo6nZ7XRLNSyLktywozBMs1iCku7mnol4uZCTaucwHEzxQUzRhezX4ryxKBf/mXf7nM4Uwpxa5du8LP8/k8jz32GO3t7TQ0NPDII4/Q399fdo6zZ8/y8MMPU1dXR2dnJ5/85CfD3dBy0TAb/aPQAVjaQnmKG3M7eeyWT/D/2/mzrJvaRDrfRBCkKGrF7ltu4cGH3suWLVvYtWsXjuNw333fx+23387WrVt58MEH2bp1Kxs2bODGG2/EcZxS5+Vyev+EEtH8KnEY3FB+3XF2oDbNcNU6US0UWhwEAYVCAa01qVSKTCZzTc2RlXLWSN9PpVKk0+lQw+C6bpkzb6V8L9WEPAPx84krprASpzB2c02u1txKy9as7N27lyeffPLyCQwP8E984hN87Wtf48tf/jLNzc187GMf4wMf+ADPPPMMUJpUH374Ybq7u/ne975Hb28vH/7wh0mlUvz6r//6FVx8KRoIq6S2U5SkL+U6OLodXys8LHylUSrAxsdSQUlC0xZag2XNCiMalCpN9q7ngWXhBQEolQgp8yC7+jipvmUAi13X9FeJyz2YRH1u4ngPS0UEAzG/aK3JZDJzUgxcKy1Z9HyVftfM7FooFEKzUTRvU7U9JzMNv/iuxNXRWExBZgmWuDwz0W5B/Np9MZYtrDiOUzFCZmxsjD/90z/li1/8Ig888AAAf/7nf87u3bt59tlnuffee/nWt77FkSNHePLJJ+nq6uL222/n137t1/jUpz7FL//yLy9bja1QyPMIH4sGT2mKlgeqVI05rTUprUgFFpa2cS2NZzzHsocafcBV9sBXirhOvKa6VGzTUd+EONyPaQICqtrsYDoMFovF8N7T6fS8Gr1rLagsdpyYglzXDf2JREtbTUTHTjWEMctzi2OdMNMsFGffoUos+27efPNN1q9fz7Zt2/jgBz/I2bNnATh48CCu6/Lggw+Gx+7atYvNmzdz4MABAA4cOMAtt9xCV1dXeMxDDz3E+Pg4r7/++ry/WSgUGB8fL3sthNIKWytSOiCtXFKWC5ZP0dLMKAsXK9GWXCWmhiJOAzrqGBz3AR3nSKylIhowEVTS6TTpdHpNL/wiUGUymVDT4rouUH07XsEMY46zKcgsChg3KpmxqoVlzdT33HMPX/jCF/jGN77BH/3RH3H69Gm+7/u+j4mJCfr6+kin07S0tJR9p6uri76+PgD6+vrKBBX5XD6bj8997nM0NzeHr02bNpV9Xp5dEuzAIlvMkvEy2L5DgKJgwYSjGU35zChJrT+3kB1al14JSyJu/iqCDOS4CiumY201CivmZOv7fmhSMc0+a/nZmWPCtm3S6TS+71MsFsOFvNoWE7kX27bLMoDHgWiGYhGQ4/h8qjUiaFm6uve9733hv2+99VbuuecebrjhBv7mb/6GXC634hcnfPrTn+bxxx8P/x4fHy8TWEzVVylOXqFtCzdQYKXxPLBTFo7vkbYCLKVQ2HMeaGinvGZ3Ul3EccGPDuQ4L/TSX+O0KCxG1HlVomzEeRXioZmIXqNlWWSzWYrFIsViMYxagviYHpeKOBnHSZCOtr/kW4mTP54gJu64tP1SuapVpqWlhZtuuokTJ07Q3d1NsVhkdHS07Jj+/v7Qx6W7u3tOdJD8vVCm2EwmQ1NTU9kriqR79zyPlDNDU6af+uw4///23jxMrqpO+P+ce28tXb1U71v2QCCJBAwEkhbUmSEDIu7oPDKRiSM/eGUCis64jajP6CgMs+joqzI6DjqvII/MCIMoODGouISEhCUsIQlJSEKSztJb9VLbvff8/qg6N7cqHdKdpbtP5Xx4mk7XvVV1zrnnnvO939W2cljCxspb1LoWDVmXagmyKDWrzUu9vxIlUkMpYYGlPLpNp4Upn89X7Jw9lqCiO9FoFMdxyGazJfk8KuUahu8r5QStA+VrgM6RdeE1TKf17HiclLAyNDTE9u3b6ejo4KKLLiISibBmzZrg+JYtW9i9ezddXV0AdHV18dxzz3Hw4MHgnNWrV1NXV8fChQvH/f2SIxabsDQZTe1i+PFvknnqv2jxD1MlPHzhMJCT/OTR1Tyy+pds37GDPXv2BJ+lnKqgchaO0004R4kuVIotN1zPqBJRT+ZKA6GrSj6M6oPjOEQiEfL5vLYJyI6FWg9s+2jNtU7o6vuhBK1KZFxmoL/5m7/h7W9/O7NmzWLfvn184QtfwLZtrr32WpLJJNdffz0f//jHaWxspK6ujltuuYWuri6WLVsGwBVXXMHChQu57rrruPPOO+nu7ua2225j1apVJ5Qm3A8y2IIjQPg5okKy+/cP0rn5Hnq8Vqpi9Tivu4psXpJxXTJRm2gizuGew/heYfFIp9PYts1LL73EhRdeSMe0aeNuy5mIzurrcGpwHRjNZKkiLnS9BjD6g0E2mwUIon1gavunjJVwH1S0UDabDTRH5X4TOqP8Vka7vjr1Tdc1TsdIzeMxLmHl1Vdf5dprr6Wnp4eWlhYuu+wynnjiCVpaWgD46le/imVZXHPNNWSzWa688kq+9a1vBe+3bZuHH36Ym266ia6uLqqrq1m5ciVf/OIXT6jxHuAKCyEljvCJWy5Rf4Rc/25qRZa0O0ImdRhheQg86m2JN9xP1imkZrEsi1QqxfDwMPv37ycSifDqq6/SOX36CbXnTEPHaJqwY6pu9YDCqPbrlANiLORyuSBXSXkeE50p74Py9YpGo0FejLCpS8drWp7OQGm7lVCtU5/CTrY6aTDDrg26aIPGyriElfvuu+81j8fjcb75zW/yzW9+85jnzJo1i5///Ofj+drXREqQCPI+OFYE266i4awlbO/eRLqqjXNmLqTXk1iWxPVdItE4EScaJJTat28f6XSatrY2BgcHaW1t1eqmmmx0E1bUDaxbu6E0KVrYsblS5qvK+hqO+Kl0lEYll8sRiUS0zk+iUPPRcRwymUzgV6XbNVXCCuh3j1Xa2gCa1wayUMngLFwg7YErYPqSt+G2dBCpasRvPwuEjSMgWlvLxRcvQzgOyeqCk+7Q0BCWZZFIJOjr6wsKGxpem/ATlG43RPipQ6d2K8qjLHQUvMpRzphh08+ZQrgwoo7RJ4ryB4GwdkJHLVk4OZxOqAcZHTXfr4XmwopEiGIuBgnCcvCxOOwnqZ71R2SEICdB+AJhSVwpaG3rBCkL4cvFpE1QuIk6OztNleUxUm4T1WnMdC1eqNpZXrRQl/aXozY3VQBQx4yhpwqlfVBhzbrNzTDhaDvlu6I2fB37pFub1drmum5FaOoUWvdEILCkxKeQO8WXhdeyxMl4grwlieERw8f1JTkBUSlwEEXzUekklFIiKkgSNYyObrlhoNQfQP2t0wKqKNdoqaRvtm2XPJFXOuXrDhQEllwuV0i/EHqa10ULOFrIrDJb6khYM6Tbph82YVUKeq3Y5UiBLSS28LGFjyU8ED4OPo6QeMWKzBHfAmkV6wH5mNKEpwZd4/nD6lGd2g16OjWPRlirovwbKs0hcLwIISqicrGiXPOqE2FhS6e267omjwWtVz0BCCmx8XGEV6yq7BEVeapFlohwsZHYsiCeeBRMR4UctfpMwKmIbqrRMGEbuk4LERztr6IzKpdKJYRgnwzhfluWFeRgqYTcMkoDqJvwFdZm6dz2SkJrYcWnoCfxJRQMQGBJkJaFB8QBIX1ywscCEkWXXF8IKE7CsOQsVV0g6Qc/FhKBRCiNjPRN7SD0FVaUCUjXtutWOPJY+L6P67olDqW6mrZOBeF+qzFRSSp1J1zhXDd0e6gpr9WmS7vHgtbCSkG1IpBYgA3YCGxcH1xh42AhBMiIhW0JIp4PUoB1pO6DyrkRfKQoCD3S93Ds4vt9r/BVSM7QtfQodBVWdDWjhB2adRz3cpSgogTHSujTyRIeB+Wzousmrwg7squ/dULHtUKhmwnreOjlNfQahDOSptNpMsWstPX19YENWHmmDwwMkEgk6OnpwbIsGhoa2LdvHyMjI9TU1NDa2hKcW/4djhPBMyakoGikbujoXKvQue1h1APCiWStPpNQBQF11QQqVPt1S7AGpZoVndoNlSes6L/yFVF274GBAXbs2MGhQ4d45pln2Lp1a2AXt22bLVu28Ktf/YpUKsWLL77I9u3bEUIwPDzMU089xcjIMDt37mRwcJBDhw6xc+dO0uk027dvJ5PJ4PkeUFmTYKyU18rQ5eYNt1kXM8poNUl0aXuY0eqr5HK5M95P5XiE6+uohyYd69SEf+vS7nJ0qhFU7mCrU9uPR0VoVpTULqXk0KFDzJ07l0RVVfAUqhbHfD5PT08PkUiE4eHhkvCus846i127dpFM1vPUUxvYvv3lYHPYvXs3/f39OI7DjBkzVSa6igwPGythPx+dNhxdr5cStHQLoSxHpZY30T/HJvxEHIlEyOVyWieLgyNrpY7a2LBWSDd0Xe9GQ7/RPwZKRa5SPCsHPpVkCQoF0vbu3YvnecFvy7KwLAvXdYnFYnR3d+N5Hul0GsuyqK6uJplMUlNTw8GDB8lms6TTadLpdLCBnAmEN5aw74SOT006LvqV4K+itAThhHaG18a2bRzHCYQ8XbEsS6s1IoxO5pTjFcPUpR+jofdjWhElqEgp6ejoYNu2bbxSNN/MmTMnOC+Xy7F06VJaWlrYtm0bTU1NRKPR4Im1ubmZuro6urv30dLSQi6Xo7u7m9raWoQQNDQ08MorryBFwe46ffp0qqurJ7Hnk4OuTxk6bfjlScPKNVg69AFKVdFKsNdx7kwk5RuKbdvk83ktnVTDmXh13SjV+OuGegivFCpCWIEj6q5YLMaCBQvwi6mGLdvGtiw836empoZkMokEXv/61wOlgs7ChQvxPI/2jjaQ8MILz9Pa2sq5557L+eefXzjXtvGlCKqJ6noDngw6mX5G0wiV/3sqo6u5TRHeYMszs+qcUv50Ex4X5ZQarmCsE+XXWCehK7w/hF+Dqd1+Hde646HfzB+F8lwplmVhx2KFEGQpcVVyJcvCl5Ig/rj421Pv9X2EZSGkAAvOW3QBvpRYVjGVvyXw/EL4sprAlTIRxouOfdaxoJqaX57naR0947ruqFotXa7DRFM+LsrnTvl86DRu4XBs3QoDHlWORZNx16Wd46EihBU4hn2ucGD042UCS8k5wW+wgveXnqPbpncq0cmcEkbHhHBh7YNO7Q4jpQy0KmfyfTNWyscmfP3LtVM6oGPq+tGEFB2ElUp+GDDGY8O40eGmHQ3dQn/Vwq5bu8sxvionjwplVlXhdaYkY7gm6Jh2X1Ge9FRXzOphGDM6LjJhjJB1+hktn4PytTBalRNDjZfK+BvefHTKnxF2ttaNcq2QLnO43EVCZ4ywYhgz4cVGx6dkXU0pugpZ4WRUOs6XqYjyX9J149HJFBRG1/kbdg7WcQ0Jo+cVMBjGgc5Pc6P9WwfKTVi6LvZTDVXPTNc5rePmqUs7Kx2zghgqHl0Xm/CGpEsfytvpeZ6WWUunGuHIw3JTkC5zA452XNUJ3dpbaRhhxVDx6PoUGkanDUmhxl3VuDGcOOHrP5rfig7omO1aoav5qpIwwophXOjqf6Cz34fOUQgm1P/UEC5voYQVHTdPy7KOqmavA+VFAXWhkurX6bfrGAzjRJccCWHKkxzqhBrncFkGXZ2bpxJhYQX0K1Knm0lTUZ7nSLf2Vwp6rYIGw0mg4yIzWrpvXVDCio7jPtXROe8HVEYaBMPEYoQVw5jRTQUaRjfNikLHdofV5VPZ1h9u57F+piph9b5u82Mqz4njoXu7dW0/GGHFME50M0uohVH5T+i0sIc3fJ3aDfqq/HVBOS3rtPmECzPqpBUabQ7rMq91jr4qR59dx2A4A9FNsxLOr6JLheDyiro6LOph3xUd2luOjm02TC56rCYGwxmKbsKKwvO8oODehLVfql8SjtQiDf5fuj/KQlV2JEJIZDG6RgRaw1CYbfizCtVRi7+CL0QggvNON+Up1HWZH2Etoa4mLMPkYYQVw7jQzQxUvpjrsrjrbtcv11ZMpMAiBfi4BbWxtBFF4cJHknMlti1wfB/ppcj1bqFn92bS+wbwcxa1tVFqZ88gOmsRTrwTKSxcfKJSIoWFwEJK8IXEKwo8DiIQlCZCYAmPbTjiSgd09J0ImzTVeOuyjih0a+9oGGHFMGbCIcA6TnzT5tPPpM6RgkQCtg94RQHCLmhUisJFNp8mISW5vVvYtfq/2L/lWVxhU1XVgBezOTzYD4+MQGMrZ735ahouehPZRAMRy0KIgqCiBCJP+ggBtrQRPjDBiXpVFWZd0D30V8eovPKQa13HHoywYjAYTjGTJaxIAcoaYyMAq/CiBFeAT5bayDC96x/npYe+T7S6lvmX/yWN87uwm+MQS+ONCHKvdDO4/mfsfeg/2L/5ac597034Te3IgrEHWxZ+Cv0rmpMmzgoUoPPGYzCMF330hwaDQQsmywQkAd8qquylQEgbJHjFYxHf5fCTj7Px/v+k+fzLWLjqyzRfcTV2i086vZN096tk/Aze6+bS+pc3M3/lrWT37mTzD/+F/OCr+Hi4ovB5+AILgVWUUvyQJWhC+jrFw8INhlON0awYKh5dF/TwhqTTU3S4HtBEt9sHLAFICykFvg8IieNnyW17gZf++35a3/hHzH7LCkRW0P/Ij+h+fjU7Dx+keiiBVRMjOf9sznrTO6le1MUFyRqe/d7/Zef/3MO5778ZP1qPj4UlRUEgEhKfgrBiTcIl0ml+hEPxdUTXRHzhmky6jj0YzYrhDEHHG1XHNsMktlsUTUHFP6QAT4BleZAfYPPD99HQ2cbr3nINMnWAPXd/kb2r76OqdQ4Xvuf/sPj/3MK8P7ocp/sVNn3ns+xa/yCRmeew8B03MLDhBQ5vehJHZhAWeFapADxZ4rCO80M3wj4fuoS2l6Njm8sxmhWDwVBxSASuAFd42DJD//NPsmvfbi6/+W9wPMmz9/07DO3i/FW3YJ/VhbBryMs0NYsvpPPNb2TPr/+Ldf99L4lIB22vu5j6i97AC2seoXnRBRCP4IoIdtFfxWAwnH6MZsVwQlSCpD6V0XV8J7XdEqxitI4vIAtgCSw/w54/PMbZ53dR3bGAV3/9S/Yf6GPedZ8lNncp+S1b2Pf/vsuOf/8Oh3/2v/huHdOv+Ajnvv7dbPzve8hk9tKx/I8Z6T1IaudmLDw8CuYfWZLJxWCYWui6joyGEVYMFY+KTNHtxtU1Zf1kmYEswPELKdtcwEPieAKvdx+H9rxC5+LL8YdS7P79GmZf/haiM2Zw4JcP8fxd/8iB554kv/9Vuh/8GZvv+ieGBnYy7+p3Ux2PsX/dL0g0T6Nq2jn0bl6P5bvEPVFIPlfoMULKCbUFhf0QdJrX5UnhdGq7Qrf7UaFruxXjFlb27t3LBz7wAZqamqiqqmLRokVs2LAhOC6l5POf/zwdHR1UVVWxfPlytm3bVvIZvb29rFixgrq6Ourr67n++usZGho6+d4YDGWU36A63rC65UeYtA0o9LUCQQSISEjt3Y0di1I9YxoD2zdiC4/5Fy0lv3Mzzz/6CNMuv5LX33YbCz/5Ueb/9S305dJs/tm9xBIW85b9CQef3oDl+sxYeAGHX34Rmc8WQpdDX1yMmp5QdJoTcGQe69buciqhDzoyLmGlr6+PSy+9lEgkwiOPPMKLL77IP//zP9PQ0BCcc+edd/L1r3+du+66i3Xr1lFdXc2VV15JJpMJzlmxYgUvvPACq1ev5uGHH+bxxx/nxhtvPHW9MhgMZxxSBGlVcCTEiiah3u791La3Eany6d75FPXnzCMar6Ln14/TMvcC2q/4MzKRCH2ZFM78uSy85oNYW7eQ2fMSyfkXMjQ0Qr6vh/Zp0xlMpfCz2cnuqsFwxjEuB9t/+Id/YMaMGdx9993Ba3PmzAn+LaXka1/7GrfddhvvfOc7AfjP//xP2traePDBB3n/+9/P5s2befTRR3nyySdZsmQJAN/4xjd461vfyj/90z/R2dl5KvplMAB6qpnL0TUqaKKRFKN/KPzYEvB8Un39OPVJpAOHD3YzY+FluJ7N/t27mP+OD4DvsPfH99Lz0jO87kO30jD3PGobkxzct43ERYuw4lWMHO6mpr0T6fvkhoeJJya3rzqj+z2pq3lWd8alWXnooYdYsmQJ73vf+2htbWXx4sV897vfDY7v3LmT7u5uli9fHryWTCZZunQpa9euBWDt2rXU19cHggrA8uXLsSyLdevWjfq92WyWVCpV8mMwjAcdF0gd/Wwmm3DyeVEsOpjJZonGooAF2Sgxuw4/DyOeC/XVDGcGEE9t4JxdB+nZtBkvnsBOJukfHMSxoyQsm1wmg7AsbMchk80Zh9qTwMxpw4kwLmFlx44dfPvb32bevHn84he/4KabbuIjH/kIP/jBDwDo7u4GoK2treR9bW1twbHu7m5aW1tLjjuOQ2NjY3BOObfffjvJZDL4mTFjxniabTAYzhDCviTSAgTE4nG8XA7hOURFNXIkjS0tqu047mAv8doI4oJFHG7vpOG8C/C8EdL9aVrjLSRzaaryeWJVCaTrIn2faCQyeYlVDIYzlHEJK77vc+GFF/KVr3yFxYsXc+ONN3LDDTdw1113na72AfCZz3yGgYGB4GfPnj2n9fsMBoN+FCogF35LiloWCQ0N9eR6+8G3iTXWMdC7FbvKp2H6THqefApHCOb8+YeZd9vfET93PkMvP8vggQHqZ5xHvm8PI26aqqYWMv0DWJZFrDphYpUNhglmXMJKR0cHCxcuLHltwYIF7N69G4D29nYADhw4UHLOgQMHgmPt7e0cPHiw5LjruvT29gbnlBOLxairqyv5MRhOBF1V0Lq1O+xnM/FtL3yvjwBHUNMxncFDh/GyIzQvPIeXdz1DLj/ArDdfzqEXXuLVtWtxY83QMJPc4CAbH/wxjWdfQNWMuXTvfIZcsoZIfTN93XuI1ySxEzXFwoXheCCjbDkeuoVZG6YW4xJWLr30UrZs2VLy2tatW5k1axZQcLZtb29nzZo1wfFUKsW6devo6uoCoKuri/7+fjZu3Bic89hjj+H7PkuXLj3hjhgMx0J3B1XdFnjLsiYlj4akkAwOLIRfSBDnWVDbPpfsSJbs3i20zX09ybTN4SfXk5i1gDnvegc9uQEiWbDzEbzMCNXtc5j7tg+Sy6bY/cQvmX7eRdh2hOEt62mYswBsG1dQKGIoi9WdJyN2mYK2W8e5HU5hrxu63Y+6r3+KcQkrH/vYx3jiiSf4yle+wssvv8y9997Ld77zHVatWgUUJt6tt97K3//93/PQQw/x3HPP8Rd/8Rd0dnbyrne9CyhoYt7ylrdwww03sH79en7/+99z88038/73v99EAmmELpNfl3aWo3O7w22f0H6I4v+kKGo9BL6AWGMT9bPmsHPTU0SS9TQuu5SNjz9A5tBWpr/57Zz/pmuxoy4ymqKmuYOl136USHMD+371Y4aHh+m85I8Z6O9m1+7dNC+4CEQ0EExE6GsNhqmGruvIaIxLWLn44ot54IEH+NGPfsR5553Hl770Jb72ta+xYsWK4JxPfvKT3HLLLdx4441cfPHFDA0N8eijjxKPx4Nz7rnnHubPn8/ll1/OW9/6Vi677DK+853vnLpeGQyGSWUynj6Fcq4VEikkUoAvBCKSYPoll/HipnUMHdzN/De9i2m1TWz73r+S27kHkY3h+Xmylo/txRB5j+7VP2bwl79g2eUriSVns/13D2DXt1A/ZyESB9cvpIIrFE6UJhW4wXCaEVI3nRYF01IymWTd05uoqa2d7OacNqSUWJYV2HoTsSizpnVMypOrmia5XA7HcbBte0K+92RR7c5ms0SjUW2yT0op8X0f13WJRCJatdt1XaSURCIRYCLnaOF3IRG+JI/AkxAjj589zG/v+gqtiXoW/PktuIN72fzjf6dh0Z8yY+nbyVVZ5H2Patchm9nL49//OxYtXErLG/+czJZNbPrR3zHnvatov3A5eT+GZ0PUAguJQCAp+rBMQFfVnJZSksvliEajWNbUF5dUu33fJ5/PE4vFtJnTAJ7n4Xke0WgU0Edrkc1mcRwHy7Imrc1qzx4YGDhhn9OpP8MNhjMUlWdFl0VRMVk+K4KCdkUiQfiFWkEA0saO13PxVX9O7/M72P7YA2Sb6zn7xk/Q+sY3k60uLOIJ3wHbx0rWsOyGv6bmT95Kd+92Nv7X/6PtrItpP38Zworg2KFsmqJQIUjIib1GYWdV3ebH5Dpfnzg63ouVhBFWDAbDKSX8lD/Ri7sM/WchcSQIaeH7URJzl3DOu1ew7bGfsv1/7ifmJRE04EtwhI+I+LgO2LKWWnsu3suvsOl7t2PV2rS/68PIWD1SWAhEMZ+LXxCMJqsUUlHzqgtmozecDPrMdIPBMOUZrRrwRD89F0QVH4FEeIAPEpu849B0WReXvP//Y98ftrH/xW3EhE+8eHZOSPJCgGvh+/Dkw48wraGdi2/4MJGGVtyijUcAliUReEpcYaIVBKpysS7mQYPhZBlXbSCDQZkmjEp04tBprMOmCd/3J963qRiaI7ALf6jHMVkQMLJOjPpLruKPZ1yC05gExwNsPAS+tBFCIh1wIxbLVl5PVXUcErVYvjiiQFGfWdSyHPneiSXs06bD/AgLrzq0txwd2z3aQ4NufVAYYcUwZtTNqpOdWaHaraPaXMdFxrbtyYkIQmAJq/hvwD4iuiAsHJEACc60TvUGBBAFEMW8KRbYwibWOivIhqtSqRwRSgqfaoU+Y6IFFt3msyK86eswp8MPaLoEFpSjwzgfDyOsGAxTGJ0W9TBKszKxX6p+Ha3tEKUnjPa2sj9E6UtHDb94jWOnH7Xh6zYvgJJNX0dthWFy0E8sNxjOIHTTZKkNVAkrZjM6PYQFQd3Gd7J8mQx6Y4QVw5gRQpSEpepEePPUDd3GOyyg6NZ2XfA8LzAB6TKnw2ZNnbRC4fwwurRZETYh69b2coywYhgTYXOEjhuQbkJWeLx12YzCKMEW9NlMdUJnf5UwumyguhZh1HW8R0O/2W4wnCA6LjY6bkgK3QREXdBNM6HQ+SlfxzZXGvquhAbDGAkLKTotOOHoK50ELd21cFMdNaZh/yBd0NGUMlruIN36UAmYaCDDmNBpsxyNcI0lHRaa8jBxXcZftTOfzwe1ayzLwnVdAGKxWEnf1HVR783lciW1kJR2Jpy3JbzhhROjqX/ncrnge8KEz0mn0yQSiRJfJtu2S3xBfN8PvjOfzwf1Vco3rEwmQyQSCeoiqZo3nucFIdzqPeXvz2azxGIxfN8v6Wu41EL4vdlsNhi3sCCoS0htubCiy/2o5kXYtKlDu3XLxfNaGGHFMC50e5IDff0+QM8nuP7+fh555BGWL19OX18f1dXVrF27lpGRES688EI6OjqIRqOMjIxQW1tLX18f9fX1CCHYsGED5557LrFYjK1bt3L22WeTz+dpbGwMimhmMhnS6XRQEE0IQSwWY3BwkFwux1NPPcXixYuprq5mZGSEeDxOPp/H933i8TiRSIRXXnmF1tZWbNvGcRxyuRw7duxg9uzZeJ5HXV0dg4ODRKNRnnvuOYQQzJ8/n9raWoQQuK4bbFy7d++mt7cXx3FIp9NceOGFVFVVkUql8H2fmpoa+vv7aWhoCMYjnU4Ti8V46qmnuOCCC/B9n2QySTqdZmhoiPr6egYHB6murmZwcJDa2lrS6TSbNm1ixowZdHR0BIUuq6urJ/Nyjxl1H+oiWIXRdbPXtd2jYYQVwxlBeSSCTujmt7Jt2zb6+vo4dOgQ27Zto6enh2QyyfLly/ntb3/L+vXraWhoYHh4mEQiQX9/P3PnzmXJkiX09vbys5/9jHg8zvDwMP39/ezZs4e3ve1t9PT0cOjQIXp7e8nlclRXV1NfX08+n2fZsmX87//+LzU1Nezbt49Dhw4xb948Nm7cyKxZs3Bdl+7ubtrb21m+fDmvvvoq69atIxqNkkgk8H2foaEhfN/n2WefZcaMGezfv5+amhp6e3uZPn06GzduJB6PM2/ePPbs2cOOHTuora3FcRwOHDhAMplk3759pFIp/vRP/5QHHniAaDRKc3Mzr7zyCrNmzeLAgQNMnz6dl19+mdbWVhzH4Wc/+xmZTIY/+7M/4/e//z3d3d3MmDGDLVu2MH/+fHbt2kVLSwt9fX34vs+2bduor69n2rRpNDU1sXDhwsm+5GNCd1+byax5ZTA+KwbDlCfstzLVNUS+77N9+3Z83+fll18mn8+zYMECXNdl79692LbNtGnTiMfjNDU1kUqlmD17NkNDQ0DBpJJKpUgkErS0tDB9+nTy+TzpdJqWlhaefvppHMdh5syZDAwMsH//fg4fPowQgubmZvbu3UtLSwuzZ89m8+bNpNNp0uk0M2fOJJ/PB+ah4eFh2traaGxspLGxkVQqRX19Pel0msHBQXp7e1m0aBG1tbW0tLQQiURoampi8+bNNDU1EY/HOXjwILt27aKqqorm5mYSiQSLFy8OzEZVVVVUV1eza9cuampqGBoaoqOjg76+PhoaGgKzV29vb6AlisVinHfeebz66qs4jsPg4CCpVIrDhw8ze/Zs6urqmDFjBrW1tWzYsIF4PE4ul5vMS35cylO+67zRT/X7r5IxmhXDuLEsC8/zcBy9pk/YX0AnLMsin89roz6/6KKL6OjoYOfOncRiMWpqanBdl4GBAd7whjcE5pytW7cyb948Xn31VZYtW0YkEuHiiy+mp6eHqqoqHMfBdV3OOeccGhoaEELQ2NjIJZdcwqZNm7jsssvYvn07dXV1CCGor6/n/PPPp6GhgXg8Tm1tLQcPHmTWrFm0trYyMjJCc3MzsViMRYsWBfN3aGiIeDxOY2Mjg4ODXHDBBXR0dNDU1ERjYyNDQ0NEIhEikQjTpk3DcRzmzp1LNBoFoLa2Fs/z6OnpobOzM+hfPp+ns7OTiy++mK1bt3Luuefy4osvsmDBAtatW8eSJUuoqalh4cKFpFIp4vE4c+fOJR6P09LSws6dO5k1axaJRIKOjg4aGhqor69n7969LFq0iN7eXoDAT2aqo5PPWDnK90O3tvu+j+M42rV7NITUcPVOpVIkk0nWPb2JmtrayW7OaSPsHCWlJBGLMmtaR8nEm8hJGHaetCxLC2ElPL11bbeUkmw2SzweLzlnKi5AUsrAMTUcFaR8PMpNWsovRGk81GYWFiyVk+vg4CAjIyO0trYGDqmjLV/qu5Wwo4Tr8GajfqvXR2uvWuSVA+6BAweoqqoimUwGr6vPLI96EkJw+PBhGhsbAUqcHHO5HMPDw4F2JWxmCPtXhT9XtQkIxiKTydDS0jLquE4VwtdH+dgoIU8xFedxGCll8LCgxnmqt1mRyWSIRqOTXrZD7dkDAwOBFnG8TP1V22A4ReiY9yNs5w9v0FN9sSx/Ci3f3FUflFZEXZdyvwDlkCmlpLa2lurq6kCYKfd/CI+VEprUe5WAWi4EhgUe9W8VxRNuhxCC9vb2kvePdk7475aWlkAYUZpIKSXRaDTYQMLCyWhVqsPXOmzGqquro7b4oDbV54Lqg7r+YaZ62xVKQ6HQ4R6sNKamOG7QAh18KMLo5PtRvhDqFMZc3vZwyDEAUmKJQrlBX/rI0OtQqHLsI4MCgcFmh0QCUvpYwbX0i68Vw3wBidpIZOHzKb3egbN18UdYFsKy8GXh8y3bDr0GBJ8Llm0hpU/hI2RJ3UMZ+tRSDRNYlii0XggQAmFZhX5Kv9DP0GvCKpRx9qWPsAuvKWFHCWme5wF6CeBh7dVUn8Ogr6+NLmvceDGaFcO4CeeQ0IXRNnodFiDVPrXZh1XRU5HR1M1qnqg8JpGIgxJJbFE0c2CDsACBLwQeEh+JYxWqKEsEPgJhg4UP+FjCxyt+R0H4KQg0hX8X3l/4dEmk+FwmC1+GlAUhxQ9eK9ZqLk6PggBEIKgUJA6Jh4/jWAhCwk/xfBdJFLf4VxRh2cWx8LEKIhOy2JfgO4tt9bCQQgRHpZDIooAmLIHv+kSKwkp4TMvHeioSFlBUu6d6m8OE1wkd1gyFrsLWsTDCimFMlD+Z6ia165iIqtysoMuYl4+1wnEccvk8ni/AEoHWQmAhEQgBjgSr+DoIhARR/AjbKmzeHlZh8xeFzyjoNwS2BFsWNRcSLKuonJESJAhfYAuQIlDaYBGaB8IH4TE6gjw2YB8Raopv9QEP8CRI4WABvhS4UuALiGBhUxCmCrJZUQ0jZEFAK/Y7kKRK2gS+6+FZllYCSjnlPkE6oWvbRwsV12XtGw0jrBjGja5RNTo+HSnCJiyd2l7uMCqERdb1iETt4n5vBSYWKQW+lAgBblH7EKFoqxYFTYnSY0gKUofSMUkJrgS7KIhIWRAg8oAtBBEJUhyRMKRQmhMZ/C2K7TkWdtEy5csj9nO/eCk8lJBlgZQFOQQCDYxPaLMLmqGOymIfiw0BpA9CSPDBz/s4cX20mKOhW5r98PoWzmqsE7qtFcfDCCuGcTGaSrQ8/fhUpLzdo70+lakEQQsg4tjY2QzeYAY75uAODQIQSzaCFQXh44vC5u4jsITAElJ5q+AUNSfg47s5bMehIDoIBtPDWJZHdVU10rbwsHCLxpd8eohcOk2spppYvAoI5ILiJwssbPAtAltQYOApfJ/wMvjDw1jVVbjDIzjJZFFoEURlQRDzhlMM9vWQaGgmUlWLMhD5CDysgjUpEFSUmQqk8AGBhygIPFZBjPPcHFak4M8SHk/dUM7MOqJT23Vc28aKEVYM40LXyR/2/dBRQwGlETW6IoTEjrg8veZRZs6djTeYgmye2lmzyeY86pO1DGXT2LE4iWQjwz199Pb2YAmPuvZWUocHqG7vQAqPFzasY/6C15HuT9F09jn0d+9gpPsV5s4/j5HBDCKeoLatnVT3Pl596UUaWpqJNtTTOzRMbVsbh1/dQ8uMmfTv30dtYxMiUoXIuYwMDlGVSJDq76c2mWR4aJCatla6d2zF9qH13Hm8sm4tHeecjVedIIGFF4tTlain+5XNDPYdpsOfQ1VNPfnMCOmRHmqaWuk/0ENNVRWJZB25TIbB3j6qW1vp6e6meXobA4d7qW1sJZFsou/gIRpamnGHBshKQaShszh+es1ZhfK30qn94TVCp3aH0bXdo2GEFcOYKJ/0umyYo0XV6KaSVoxWRE8XgvZKn3xmEG+kn1T3HpoSVbheht6tL5C2IuR8l1RvD06ykTlv/GP6t++AoQHS5BjetY3UQJqGeWfT8boFOJakZ+tLYNlEk7VYXpZIbpiB9X+gfyCNn2ym7vI/oXvLZqqzGWRfD6meA+QHh8gc3Ee8sZH0lhfwXZeeHduw6uL4fo6RAweoTibJCYvMrjwjQ0MMt7VDoh6ZByGzOH6WvTu3kbWgyYqQmHsWsaoaPC+DP9IPuWH2Pr+DfC7DcM9eEtVJookGEg1JUju2kstm8GpqObjrFZyqKlKHdtPX08dwXQtnv2k5MjXInv37cLNDdC54HSARQo97Lkz4ftNxzpaaMPVqv66J7I6FfrPfMCVQibYUutwQ5aGeurQbOKqCr6709vRSO2MWLhauFOSFgxeJkfMkVkMjsraWftdHODFEopZk5wyq26chojHiVbXU1jYhhINjRbFFhOxgmkikCtdyyGTSiOpq/EQNsYZmsGMMe5K+XB7XsolU15HyfFzXJzWQwo1ESQ2PEO+cxuGeAapapuPH64gnW4g3dyCSLUQb2hA1DfQPjuBLC6wofs4j4ls01tRjuwIpIvg42HaMqtoG4g0t9Bzqp3naTBLxauqa24i3dWC1dbCztxfR3MJQOoNXXU3dzNkQieNEYiQaW0BEaJx1FiN5n7pps6iqb0KgzzwNo0K4ddzsQY8Q62Oho/b4tTAZbKcwUy2DbRjXdUuSbelyU/i+TyaTIR6Pa7WAqjmgMmnqkIV3NKT0SI8M4NgCshmkm8OOxnF9SS7vUl1TTT6fQwqHaHUtuZEMEQtcN41jC4b6Rkgk67FjEYYH+ohHYuRGMiRamsl4WdK9+6irbyI9nENEElTV1jIyOICbHiJRW4P0fdJDKeoaGujr7aOhsYHUwAB1DY1kR3Ikqqrp6+2lqqoKOxIB3yc1mKK+sZH+/h5qE7VEEzFGDvWCbXGwez/1NXXEWlqIxGvwskP0Hz5AfUMzQlpEYg4jA4exE7VgR+nrOchgbw9z589naCBFoqYOhIVFlsxwGtupIlpdTzrv4cQcbKsQ6+SIqDZzNYyqf6QyR+vSB7Utep4XlDPQoe3hUOV8Pk8kEpkSWvBTkcHWCCtTGCOsnHpU6vrwTaxD28OZUKWURCIRLdpdTokDoO/j5nNYto3tRILXi/6nBTfXYh41eSRHHMWXj/obcSS+BikKDrTFE0X4DeX+sxw5Vv49R51X8p2STDpNNBorJJETx9Z/yOIHZDIZbNsmEolSzFsXSiZXeCGbLW7ukUjJ5+l6vTOZTFC7aCpsnGMhXFoEOKpEwFQlLKyokhFTYcxNun3DpKGK6+mITjlLwqg082Hzm26UbLiWhR2Jks/nkbhHtEXKqTH4X/DSkc8p/9zyf4nS95fu+sf+oGPKA2WvF4RHiMWrxuaEWZxu8XhVaO4dibOWRcnMdV2EEEQikeN/pgaUO9bqZpoIJ7LTCV19216LyRe5DNqia1SNTinKy1HCio7C1mhYxWRnrutqeU3Gmz7+WPeLygrtum4gqFQCnudptz5Aacr6qaCZGCvhelOVskYo9LkKhimFTrVqytFZWIEj7Q8vqLpdA4UyJdq2TS6X06pPJ5JjqDybaNg3QhUq1Jny66d7qD3opYkNj7uOQuJrofcsMkwqOt3EYXS8icNtdhynxBSk4zWA0nDQcoFlqqPaPlr159c6P3xuuaASjUZLQk11nKdwdB2u8krauqCbViWMzm0/FpXVG8OEoqt2Jawq1YXy2kwqf4X6W3eEEIHPSj6f13JejRd1DfP5fCCshY/pimq78lcJo8v11Dkfk0Lnto+GEVYMJ0Q4Ukknwk+tOjqqhp/Ow8JKpSxMKurCdd1JbsnpR4WXOo6D4zhHpUrXkfBcDFdm13F+KhOWjveXjr6Ex8MIK4YTQtfIlLCPge4bghJWlP+K7qh+RSKRwDQCR/tB6Eh5H1QIvco/Anpu6OWEfSZAX0G6fJ3Qad7pGvhwPIywYjhhdLyRFbrZc8sXfaXVqgRVdbkvBxA4mmaz2YoRxsK5clSun3Byv2ONhS6Er9FoUUC69Uu39ioqUVABI6wYTgJdb2YYf8jpVEONvdJs6dqP0VB9Uxt5OEpIV9QG4nkeuVwO27ZL8o/oeh+VExbIdHsgCFP+EKDT9amECKzRGFePZs+efZT0L4Rg1apVQCE746pVq2hqaqKmpoZrrrmGAwcOlHzG7t27ufrqq0kkErS2tvKJT3zijLBPVzI6biI6a4UUtm0HOVd0WkzHihCCWCyGZVmBhkVXhBDkcrkg6icSiVSEj0o5YfOkblWWw+issazESCAYp7Dy5JNPsn///uBn9erVALzvfe8D4GMf+xg//elPuf/++/nNb37Dvn37eM973hO83/M8rr76anK5HH/4wx/4wQ9+wPe//30+//nPn8IuGSaCcFiiromf1JOurj4RakHSqc0nQjQaJRqNBpt9eY6ZqUi4fZ7nkclkkFISj8e1djo9Hso0qfo4Va/PaKi2664ZqtiHF3kSs+nWW2/l4YcfZtu2baRSKVpaWrj33nt573vfC8BLL73EggULWLt2LcuWLeORRx7hbW97G/v27aOtrQ2Au+66i0996lMcOnRozPUXTG2gyVdPqicPz/PwPI9oVI9Ca+V2dVWkLIxO/VCZX3UZ//FSrn1QJiHV32Nlg51oypdRtWG4rhvUaCnXNFTa9VKbvdIe6WTiCl8/3/fJ5XLE4/GSc3TpRy6XK6kdNhXafSpqA52w6JjL5fjhD3/Ihz70IYQQbNy4kXw+z/Lly4Nz5s+fz8yZM1m7di0Aa9euZdGiRYGgAnDllVeSSqV44YUXjvld2WyWVCpV8mOYGuj69AH6ayZksW5JpTigvhZq84/FYjiOQzabDYpphpkKCzMcKZjpui7RaDSoOFzp1ykcBaRrX3X2+RhvRmWdOOEr8uCDD9Lf388HP/hBALq7u4lGo9TX15ec19bWRnd3d3BOWFBRx9WxY3H77beTTCaDnxkzZpxosw2niNFuBh3MKeFkY6M52ep0k4ezv6qNe6qP/4kSvlaO4xCLxYKnyPIkcq/1c6KM9XPVU3kuV6icHIvFSjZunTfx0SgfA8/zAn8cne6lMKMls5uqlM9Dnf26jscJCyvf+973uOqqq+js7DyV7RmVz3zmMwwMDAQ/e/bsOe3faRgbavHV5SYpV43atq1t9Wg4ku8mvFlXKmGzj2VZgaOq7/uk0+mjwpxHG4uxCi/jEXKkLFRLzmQyZDKZQAOkVPHl4ci6buLHQ2kkwiUDdCHscB9OZqcbOrf9eDjHP+Vodu3axS9/+Ut+8pOfBK+1t7eTy+Xo7+8v0a4cOHCA9vb24Jz169eXfJaKFlLnjEYsFtO+wFclo9PTYvkiqmNiOyjtRzi9ua7q62MxWq4OhfLpCmtZwonWRhuLE33iH+19vu8HPltSylHzphyvP5VE2ClVpzUBjlzfcCSNjtdKZ43W8Tihle3uu++mtbWVq6++OnjtoosuIhKJsGbNmuC1LVu2sHv3brq6ugDo6uriueee4+DBg8E5q1evpq6ujoULF55oHwyTjK4bPhA8BeqiGQqjngSFENi2PaoPx5mAGoNoNEo8HseyLPL5PNlsNvAbKa+jNJZxCmtV1EamMutms1lyuRy+7xOJREqifM5ElMCmYxRQGNd1tb2O4fVA1/F/LcatWfF9n7vvvpuVK1eWPEUkk0muv/56Pv7xj9PY2EhdXR233HILXV1dLFu2DIArrriChQsXct1113HnnXfS3d3NbbfdxqpVq4zmREPUjRG+OXST7MNmLJ2T3Clzlm7jfyoICyAqXb+qteO6bknqfmU2G4u5QpmUfN8P/h1+v3KaVeeeaeMexnVd7bV6ShjVNbJuNL8oHftxLMYtrPzyl79k9+7dfOhDHzrq2Fe/+lUsy+Kaa64hm81y5ZVX8q1vfSs4bts2Dz/8MDfddBNdXV1UV1ezcuVKvvjFL55cLwyTQrnfh64bZSQSCcJLdUb1Y6wpAHSn/Aky/FSvBM/wWISdEH3fP64mSgkltm0Hgsmx5rdt2xX5NDsWlFZF9/snLIzqSNgxWMd1+HicVJ6VycLkWZlauRqUv0DYT2AqtGusqNwQkUhE24VKzRF1HXTOHnq6CKvJT+S9OmveThdqzimNFuh17yuUFk75HunSh/D2nc/nS67DVGJS86wYDGEsy9LS7wOOrrOjK8p3Rfd+nE5OdBPSZfOaaJR5THetCugVshwmbILXsf1jxQgrhlNCud+KLoRtu+E07uqYbn1RSeLKQ3h16odh6lIe0p3P5wPfHx3NwOU5SsbjgD2VOBmtoS7oLw4bJh2lmSiPuNAJFdGkszd9OEmcrvWaTifjSQI4lnPOdNT9rrQqOo1T+f0ddrDXbdPXNZpxvBjNiuGUoOuNDqVVStUippvgFW6nioQx5qDRKU/SdqLnnMmo+RWOiNKNsMCiq4N9WADX1d9urFR27wwTRtjvQzetRDiqyXXd4DWd+lHeVpWC/0x44jJMHGqeqblV7iOh4z2jTKY6BgcoKjlzrcIIK4aTZrT4fh0JFwUszx+jE2rh1TlZn2FqEk6Op3sCOCWcqMzPOt/vOmq0x4sRVgynjHCNGl0or90SjmrSqS/lfVARGiopmmKs9W4MBhjdOVuFyCphRW30upnNwpoVFeof7osOhAUVXdp8ohhhxXDK0FkboVChv5XwtKKyrKrsrTpfF8PkEo6YqZTEg+EMxTqbUM4EfxUwworhFFD+VKWrn0RY2NI5KgiO2N1Vgivli2MwnCgqVFnXdPTlKC2q7n0JFzDVvS+vhRFWDCdNuaq4PBeDLujuqxIm3H7jbGs4WZSfSjjxmM4bo7rXVUSTboTX1vB9rfu69VoYYcVwShnNqVO3G6gSssCGbe+2bWNZltGuGE6IcASQKkmho49KmHASSN1MKOH1NJxiQbd1drzodZUMU5LwgqUKuul64ygnO8/zKkJFrDC5Vwwng6qqrLNvRzmu62oncJWvq57nHbd6eKVghBXDSVN+A+mumQhHBekqdJWjnG2NOcgwXlT5hqlYIO9kqATH2kqvtBzGCCuGU044uZpOhG/2SCRylC1Yd8Gl3BxUCX0ynHrK6+Uo84/um2F4viuNhG7CSvgaqP7oZsY6Uc6MXhpOK6PlKoFSh1VdCPchHBlUKajFWUdh0jCxSCkD808lbYjlm7yOaxQcCVkuX38rlcqZgYYpRTgbrE6bfbi9upuzFOFFTD1Nuq6r1XUxTDzK/BM2M1TCZqju8XAGXl3uhXLtkG6aoZPBCCuG04auG71aDMorMeu+UIdrINm2TS6X0zLE3HD6CG+E4eifSkDN//A9DfpFKyqUKetM4czpqWHCUOGyYQdVnRYEtYiVF2fUqQ/HQvVNRQeFzUGV0kfD+Alfe5X8TWnhKkFQL/fDCWskdOybMs/p2PYTxQgrhtOCsnPrtvmV237LTSa69edYCCGIRqN4nqetBsxwelC1fyKRSMXMd0XYtKWzr0c4a+2ZwpnVW8OEEDajhJMW6YhaECpxQ7csi2g0Sj6fN+HMhkDTJqUMav/oet8eC9d1tffzKPe5OVMwworhtKFMKDojhMBxnKNMWjr7eoQ3IMuyiEQi5HK5kmrTOvbLMD7K57DyU6mE2j+j3aPqHtYxvX4Y1Y8zIWttGCOsGE4bygyk+1O7WtwqaRMPq7+Vw61SkRvOLFRmY5X4TXdBpRx136o6QLr3T0UB6Wi+OhmMsGI45YQdVJXAouMmH44WUL4rlbo4qOy2ygxQqf00HCE8v5V5pDxMWfd5ENZAqPtYx7WonDPNXwWMsGI4zeicq0QtauH0+2FTiTpWKcRiMXzfL4l+0lXQNIxOedSPivxRGrZKudbl96XneRUhgIX9AXXvy3jR0ninLtjQ0NAkt+T0ojIUBmrMXJRUqrpkgk71yer7PplMhqqqqinf1nLKF27XdRkcHCQWi1VM7hXgqM0rl8vhOE6Jbb8S+mkoFbJ93y+J/MlkMsF5lXC9wybNTCZDPB7Xau0cDaX9jMViWrU/lUoBJxdNqaWw0tPTA8Dlb3zDJLfEYDAYDAbDWBgcHCSZTJ7Qe7UUVhobGwHYvXv3CXfccHKkUilmzJjBnj17qKurm+zmnHGY8Z9czPhPLmb8J5/xXAMpJYODg3R2dp7w92kprCjnomQyaSbqJFNXV2euwSRixn9yMeM/uZjxn3zGeg1OVrFgHGwNBoPBYDBMaYywYjAYDAaDYUqjpbASi8X4whe+QCwWm+ymnLGYazC5mPGfXMz4Ty5m/Cefib4GQlZKYL3BYDAYDIaKREvNisFgMBgMhjMHI6wYDAaDwWCY0hhhxWAwGAwGw5TGCCsGg8FgMBimNEZYMRgMBoPBMKXRUlj55je/yezZs4nH4yxdupT169dPdpO05/bbb+fiiy+mtraW1tZW3vWud7Fly5aSczKZDKtWraKpqYmamhquueYaDhw4UHLO7t27ufrqq0kkErS2tvKJT3wC13UnsisVwR133IEQgltvvTV4zYz/6Wfv3r184AMfoKmpiaqqKhYtWsSGDRuC41JKPv/5z9PR0UFVVRXLly9n27ZtJZ/R29vLihUrqKuro76+nuuvv77ii66eCjzP43Of+xxz5syhqqqKs846iy996Uslxe/M+J9aHn/8cd7+9rfT2dmJEIIHH3yw5PipGu9Nmzbxxje+kXg8zowZM7jzzjvH31ipGffdd5+MRqPyP/7jP+QLL7wgb7jhBllfXy8PHDgw2U3TmiuvvFLefffd8vnnn5fPPPOMfOtb3ypnzpwph4aGgnM+/OEPyxkzZsg1a9bIDRs2yGXLlsk3vOENwXHXdeV5550nly9fLp9++mn585//XDY3N8vPfOYzk9ElbVm/fr2cPXu2PP/88+VHP/rR4HUz/qeX3t5eOWvWLPnBD35Qrlu3Tu7YsUP+4he/kC+//HJwzh133CGTyaR88MEH5bPPPivf8Y53yDlz5sh0Oh2c85a3vEVecMEF8oknnpC//e1v5dlnny2vvfbayeiSVnz5y1+WTU1N8uGHH5Y7d+6U999/v6ypqZH/+q//Gpxjxv/U8vOf/1x+9rOflT/5yU8kIB944IGS46divAcGBmRbW5tcsWKFfP755+WPfvQjWVVVJf/t3/5tXG3VTli55JJL5KpVq4K/Pc+TnZ2d8vbbb5/EVlUeBw8elID8zW9+I6WUsr+/X0YiEXn//fcH52zevFkCcu3atVLKwsS3LEt2d3cH53z729+WdXV1MpvNTmwHNGVwcFDOmzdPrl69Wr75zW8OhBUz/qefT33qU/Kyyy475nHf92V7e7v8x3/8x+C1/v5+GYvF5I9+9CMppZQvvviiBOSTTz4ZnPPII49IIYTcu3fv6Wt8BXD11VfLD33oQyWvvec975ErVqyQUprxP92UCyunary/9a1vyYaGhpI16FOf+pQ899xzx9U+rcxAuVyOjRs3snz58uA1y7JYvnw5a9euncSWVR4DAwPAkQrXGzduJJ/Pl4z9/PnzmTlzZjD2a9euZdGiRbS1tQXnXHnllaRSKV544YUJbL2+rFq1iquvvrpknMGM/0Tw0EMPsWTJEt73vvfR2trK4sWL+e53vxsc37lzJ93d3SXXIJlMsnTp0pJrUF9fz5IlS4Jzli9fjmVZrFu3buI6oyFveMMbWLNmDVu3bgXg2Wef5Xe/+x1XXXUVYMZ/ojlV47127Vre9KY3EY1Gg3OuvPJKtmzZQl9f35jbo1XV5cOHD+N5XsliDNDW1sZLL700Sa2qPHzf59Zbb+XSSy/lvPPOA6C7u5toNEp9fX3JuW1tbXR3dwfnjHZt1DHDa3Pffffx1FNP8eSTTx51zIz/6WfHjh18+9vf5uMf/zh/+7d/y5NPPslHPvIRotEoK1euDMZwtDEOX4PW1taS447j0NjYaK7Bcfj0pz9NKpVi/vz52LaN53l8+ctfZsWKFQBm/CeYUzXe3d3dzJkz56jPUMcaGhrG1B6thBXDxLBq1Sqef/55fve73012U84Y9uzZw0c/+lFWr15NPB6f7Oackfi+z5IlS/jKV74CwOLFi3n++ee56667WLly5SS3rvL58Y9/zD333MO9997L6173Op555hluvfVWOjs7zfgb9IoGam5uxrbtoyIgDhw4QHt7+yS1qrK4+eabefjhh/nVr37F9OnTg9fb29vJ5XL09/eXnB8e+/b29lGvjTpmODYbN27k4MGDXHjhhTiOg+M4/OY3v+HrX/86juPQ1tZmxv8009HRwcKFC0teW7BgAbt37waOjOFrrT/t7e0cPHiw5LjruvT29pprcBw+8YlP8OlPf5r3v//9LFq0iOuuu46Pfexj3H777YAZ/4nmVI33qVqXtBJWotEoF110EWvWrAle832fNWvW0NXVNYkt0x8pJTfffDMPPPAAjz322FFqu4suuohIJFIy9lu2bGH37t3B2Hd1dfHcc8+VTN7Vq1dTV1d31CZgKOXyyy/nueee45lnngl+lixZwooVK4J/m/E/vVx66aVHhetv3bqVWbNmATBnzhza29tLrkEqlWLdunUl16C/v5+NGzcG5zz22GP4vs/SpUsnoBf6MjIygmWVbkm2beP7PmDGf6I5VePd1dXF448/Tj6fD85ZvXo155577phNQICeocuxWEx+//vfly+++KK88cYbZX19fUkEhGH83HTTTTKZTMpf//rXcv/+/cHPyMhIcM6HP/xhOXPmTPnYY4/JDRs2yK6uLtnV1RUcV6GzV1xxhXzmmWfko48+KltaWkzo7AkSjgaS0oz/6Wb9+vXScRz55S9/WW7btk3ec889MpFIyB/+8IfBOXfccYesr6+X//M//yM3bdok3/nOd44ayrl48WK5bt06+bvf/U7OmzfPhM6OgZUrV8pp06YFocs/+clPZHNzs/zkJz8ZnGPG/9QyODgon376afn0009LQP7Lv/yLfPrpp+WuXbuklKdmvPv7+2VbW5u87rrr5PPPPy/vu+8+mUgkKj90WUopv/GNb8iZM2fKaDQqL7nkEvnEE09MdpO0Bxj15+677w7OSafT8q/+6q9kQ0ODTCQS8t3vfrfcv39/yee88sor8qqrrpJVVVWyublZ/vVf/7XM5/MT3JvKoFxYMeN/+vnpT38qzzvvPBmLxeT8+fPld77znZLjvu/Lz33uc7KtrU3GYjF5+eWXyy1btpSc09PTI6+99lpZU1Mj6+rq5F/+5V/KwcHBieyGlqRSKfnRj35Uzpw5U8bjcTl37lz52c9+tiTk1Yz/qeVXv/rVqOv+ypUrpZSnbryfffZZedlll8lYLCanTZsm77jjjnG3VUgZSg9oMBgMBoPBMMXQymfFYDA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" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "x, y, w, h = label_coordinates['52']\n", - "print(x, y, w, h)\n", - "\n", - "import cv2\n", - "import matplotlib.pyplot as plt\n", - "# draw the bounding box\n", - "\n", - "image = cv2.imread(image_path)\n", - "# image = cv2.rectangle(image, (int(x), int(y)), (int(w), int(h)), (0, 255, 0), 2)\n", - "image = cv2.rectangle(image, (int(x), int(y)), (int(x) + int(w), int(y) + int(h)), (0, 255, 0), 2)\n", - "\n", - "plt.imshow(image)" + "df[df['ID'] == 47]" ] }, { diff --git a/imgs/excel.png b/imgs/excel.png new file mode 100644 index 0000000..beb993b Binary files /dev/null and b/imgs/excel.png differ diff --git a/imgs/ios.png b/imgs/ios.png new file mode 100644 index 0000000..9c719ea Binary files /dev/null and b/imgs/ios.png differ diff --git a/imgs/onenote.png b/imgs/onenote.png new file mode 100644 index 0000000..88aa519 Binary files /dev/null and b/imgs/onenote.png differ diff --git a/imgs/word.png b/imgs/word.png new file mode 100644 index 0000000..abde68a Binary files /dev/null and b/imgs/word.png differ diff --git a/util/__pycache__/__init__.cpython-312.pyc b/util/__pycache__/__init__.cpython-312.pyc index 3be119f..9b6f52f 100644 Binary files a/util/__pycache__/__init__.cpython-312.pyc and b/util/__pycache__/__init__.cpython-312.pyc differ diff --git a/util/__pycache__/box_annotator.cpython-312.pyc b/util/__pycache__/box_annotator.cpython-312.pyc index 6701f25..0b3df34 100644 Binary files a/util/__pycache__/box_annotator.cpython-312.pyc and b/util/__pycache__/box_annotator.cpython-312.pyc differ diff --git a/utils.py b/utils.py index 8fc9728..2ef1748 100755 --- a/utils.py +++ b/utils.py @@ -75,10 +75,12 @@ def get_yolo_model(model_path): @torch.inference_mode() -def get_parsed_content_icon(filtered_boxes, ocr_bbox, image_source, caption_model_processor, prompt=None): +def get_parsed_content_icon(filtered_boxes, starting_idx, image_source, caption_model_processor, prompt=None, batch_size=32): + # Number of samples per batch, --> 256 roughly takes 23 GB of GPU memory for florence model + to_pil = ToPILImage() - if ocr_bbox: - non_ocr_boxes = filtered_boxes[len(ocr_bbox):] + if starting_idx: + non_ocr_boxes = filtered_boxes[starting_idx:] else: non_ocr_boxes = filtered_boxes croped_pil_image = [] @@ -94,25 +96,29 @@ def get_parsed_content_icon(filtered_boxes, ocr_bbox, image_source, caption_mode prompt = "" else: prompt = "The image shows" - - batch_size = 10 # Number of samples per batch + generated_texts = [] device = model.device - for i in range(0, len(croped_pil_image), batch_size): + start = time.time() batch = croped_pil_image[i:i+batch_size] if model.device.type == 'cuda': inputs = processor(images=batch, text=[prompt]*len(batch), return_tensors="pt").to(device=device, dtype=torch.float16) else: inputs = processor(images=batch, text=[prompt]*len(batch), return_tensors="pt").to(device=device) if 'florence' in model.config.name_or_path: - generated_ids = model.generate(input_ids=inputs["input_ids"],pixel_values=inputs["pixel_values"],max_new_tokens=1024,num_beams=3, do_sample=False) + generated_ids = model.generate(input_ids=inputs["input_ids"],pixel_values=inputs["pixel_values"],max_new_tokens=100,num_beams=3, do_sample=False) else: generated_ids = model.generate(**inputs, max_length=100, num_beams=5, no_repeat_ngram_size=2, early_stopping=True, num_return_sequences=1) # temperature=0.01, do_sample=True, + t1 = time.time() + print('generated_ids shape:', generated_ids.shape) + print('forward time:', t1-start) generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True) generated_text = [gen.strip() for gen in generated_text] generated_texts.extend(generated_text) - + t2 = time.time() + print('decode time:', t2-t1) + return generated_texts @@ -192,6 +198,12 @@ def IoU(box1, box2): ratio1, ratio2 = 0, 0 return max(intersection / union, ratio1, ratio2) + def is_inside(box1, box2): + # return box1[0] >= box2[0] and box1[1] >= box2[1] and box1[2] <= box2[2] and box1[3] <= box2[3] + intersection = intersection_area(box1, box2) + ratio1 = intersection / box_area(box1) + return ratio1 > 0.95 + boxes = boxes.tolist() filtered_boxes = [] if ocr_bbox: @@ -201,18 +213,104 @@ def IoU(box1, box2): # if not any(IoU(box1, box2) > iou_threshold and box_area(box1) > box_area(box2) for j, box2 in enumerate(boxes) if i != j): is_valid_box = True for j, box2 in enumerate(boxes): + # keep the smaller box if i != j and IoU(box1, box2) > iou_threshold and box_area(box1) > box_area(box2): is_valid_box = False break if is_valid_box: # add the following 2 lines to include ocr bbox if ocr_bbox: - if not any(IoU(box1, box3) > iou_threshold for k, box3 in enumerate(ocr_bbox)): + # only add the box if it does not overlap with any ocr bbox + if not any(IoU(box1, box3) > iou_threshold and not is_inside(box1, box3) for k, box3 in enumerate(ocr_bbox)): filtered_boxes.append(box1) else: filtered_boxes.append(box1) return torch.tensor(filtered_boxes) + +def remove_overlap_new(boxes, iou_threshold, ocr_bbox=None): + ''' + ocr_bbox format: [{'type': 'text', 'bbox':[x,y], 'interactivity':False, 'content':str }, ...] + boxes format: [{'type': 'icon', 'bbox':[x,y], 'interactivity':True, 'content':None }, ...] + + ''' + assert ocr_bbox is None or isinstance(ocr_bbox, List) + + def box_area(box): + return (box[2] - box[0]) * (box[3] - box[1]) + + def intersection_area(box1, box2): + x1 = max(box1[0], box2[0]) + y1 = max(box1[1], box2[1]) + x2 = min(box1[2], box2[2]) + y2 = min(box1[3], box2[3]) + return max(0, x2 - x1) * max(0, y2 - y1) + + def IoU(box1, box2): + intersection = intersection_area(box1, box2) + union = box_area(box1) + box_area(box2) - intersection + 1e-6 + if box_area(box1) > 0 and box_area(box2) > 0: + ratio1 = intersection / box_area(box1) + ratio2 = intersection / box_area(box2) + else: + ratio1, ratio2 = 0, 0 + return max(intersection / union, ratio1, ratio2) + + def is_inside(box1, box2): + # return box1[0] >= box2[0] and box1[1] >= box2[1] and box1[2] <= box2[2] and box1[3] <= box2[3] + intersection = intersection_area(box1, box2) + ratio1 = intersection / box_area(box1) + return ratio1 > 0.95 + + # boxes = boxes.tolist() + filtered_boxes = [] + if ocr_bbox: + filtered_boxes.extend(ocr_bbox) + # print('ocr_bbox!!!', ocr_bbox) + for i, box1_elem in enumerate(boxes): + box1 = box1_elem['bbox'] + is_valid_box = True + for j, box2_elem in enumerate(boxes): + # keep the smaller box + box2 = box2_elem['bbox'] + if i != j and IoU(box1, box2) > iou_threshold and box_area(box1) > box_area(box2): + is_valid_box = False + break + if is_valid_box: + # add the following 2 lines to include ocr bbox + if ocr_bbox: + # only add the box if it does not overlap with any ocr bbox + box_added = False + for box3_elem in ocr_bbox: + if not box_added: + box3 = box3_elem['bbox'] + if is_inside(box3, box1): # ocr inside icon + box_added = True + # delete the box3_elem from ocr_bbox + try: + filtered_boxes.append({'type': 'text', 'bbox': box1_elem['bbox'], 'interactivity': True, 'content': box3_elem['content']}) + filtered_boxes.remove(box3_elem) + except: + continue + break + elif is_inside(box1, box3): # icon inside ocr + box_added = True + try: + filtered_boxes.append({'type': 'icon', 'bbox': box1_elem['bbox'], 'interactivity': True, 'content': None}) + filtered_boxes.remove(box3_elem) + except: + continue + break + else: + continue + if not box_added: + filtered_boxes.append({'type': 'icon', 'bbox': box1_elem['bbox'], 'interactivity': True, 'content': None}) + + else: + filtered_boxes.append(box1) + return filtered_boxes # torch.tensor(filtered_boxes) + + def load_image(image_path: str) -> Tuple[np.array, torch.Tensor]: transform = T.Compose( [ @@ -280,16 +378,23 @@ def predict(model, image, caption, box_threshold, text_threshold): return boxes, logits, phrases -def predict_yolo(model, image_path, box_threshold): +def predict_yolo(model, image_path, box_threshold, imgsz, scale_img, iou_threshold=0.7): """ Use huggingface model to replace the original model """ # model = model['model'] - - result = model.predict( - source=image_path, - conf=box_threshold, - # iou=0.5, # default 0.7 - ) + if scale_img: + result = model.predict( + source=image_path, + conf=box_threshold, + imgsz=imgsz, + iou=iou_threshold, # default 0.7 + ) + else: + result = model.predict( + source=image_path, + conf=box_threshold, + iou=iou_threshold, # default 0.7 + ) boxes = result[0].boxes.xyxy#.tolist() # in pixel space conf = result[0].boxes.conf phrases = [str(i) for i in range(len(boxes))] @@ -297,19 +402,15 @@ def predict_yolo(model, image_path, box_threshold): return boxes, conf, phrases -def get_som_labeled_img(img_path, model=None, BOX_TRESHOLD = 0.01, output_coord_in_ratio=False, ocr_bbox=None, text_scale=0.4, text_padding=5, draw_bbox_config=None, caption_model_processor=None, ocr_text=[], use_local_semantics=True, iou_threshold=0.9,prompt=None): +def get_som_labeled_img(img_path, model=None, BOX_TRESHOLD = 0.01, output_coord_in_ratio=False, ocr_bbox=None, text_scale=0.4, text_padding=5, draw_bbox_config=None, caption_model_processor=None, ocr_text=[], use_local_semantics=True, iou_threshold=0.9,prompt=None, scale_img=False, imgsz=None, batch_size=None): """ ocr_bbox: list of xyxy format bbox """ - TEXT_PROMPT = "clickable buttons on the screen" - # BOX_TRESHOLD = 0.02 # 0.05/0.02 for web and 0.1 for mobile - TEXT_TRESHOLD = 0.01 # 0.9 # 0.01 image_source = Image.open(img_path).convert("RGB") w, h = image_source.size - # import pdb; pdb.set_trace() - if False: # TODO - xyxy, logits, phrases = predict(model=model, image=image_source, caption=TEXT_PROMPT, box_threshold=BOX_TRESHOLD, text_threshold=TEXT_TRESHOLD) - else: - xyxy, logits, phrases = predict_yolo(model=model, image_path=img_path, box_threshold=BOX_TRESHOLD) + if not imgsz: + imgsz = (h, w) + # print('image size:', w, h) + xyxy, logits, phrases = predict_yolo(model=model, image_path=img_path, box_threshold=BOX_TRESHOLD, imgsz=imgsz, scale_img=scale_img, iou_threshold=0.1) xyxy = xyxy / torch.Tensor([w, h, w, h]).to(xyxy.device) image_source = np.asarray(image_source) phrases = [str(i) for i in range(len(phrases))] @@ -322,7 +423,24 @@ def get_som_labeled_img(img_path, model=None, BOX_TRESHOLD = 0.01, output_coord_ else: print('no ocr bbox!!!') ocr_bbox = None - filtered_boxes = remove_overlap(boxes=xyxy, iou_threshold=iou_threshold, ocr_bbox=ocr_bbox) + # filtered_boxes = remove_overlap(boxes=xyxy, iou_threshold=iou_threshold, ocr_bbox=ocr_bbox) + # starting_idx = len(ocr_bbox) + # print('len(filtered_boxes):', len(filtered_boxes), starting_idx) + + ocr_bbox_elem = [{'type': 'text', 'bbox':box, 'interactivity':False, 'content':txt} for box, txt in zip(ocr_bbox, ocr_text)] + xyxy_elem = [{'type': 'icon', 'bbox':box, 'interactivity':True, 'content':None} for box in xyxy.tolist()] + print('len(yolo xyxy_elem):', len(xyxy_elem)) + filtered_boxes = remove_overlap_new(boxes=xyxy_elem, iou_threshold=iou_threshold, ocr_bbox=ocr_bbox_elem) + print('len(filtered_boxes):', len(filtered_boxes)) + + # sort the filtered_boxes so that the one with 'content': None is at the end, and get the index of the first 'content': None + filtered_boxes_elem = sorted(filtered_boxes, key=lambda x: x['content'] is None) + # get the index of the first 'content': None + starting_idx = next((i for i, box in enumerate(filtered_boxes_elem) if box['content'] is None), -1) + print('starting_idx:', starting_idx, filtered_boxes_elem[:starting_idx-1], filtered_boxes_elem[starting_idx]) + filtered_boxes = torch.tensor([box['bbox'] for box in filtered_boxes_elem]) + print('num of filtered_boxes from starting_ix', len(filtered_boxes[starting_idx:])) + # get parsed icon local semantics if use_local_semantics: @@ -330,10 +448,14 @@ def get_som_labeled_img(img_path, model=None, BOX_TRESHOLD = 0.01, output_coord_ if 'phi3_v' in caption_model.config.model_type: parsed_content_icon = get_parsed_content_icon_phi3v(filtered_boxes, ocr_bbox, image_source, caption_model_processor) else: - parsed_content_icon = get_parsed_content_icon(filtered_boxes, ocr_bbox, image_source, caption_model_processor, prompt=prompt) + parsed_content_icon = get_parsed_content_icon(filtered_boxes, starting_idx, image_source, caption_model_processor, prompt=prompt,batch_size=batch_size) ocr_text = [f"Text Box ID {i}: {txt}" for i, txt in enumerate(ocr_text)] icon_start = len(ocr_text) parsed_content_icon_ls = [] + # fill the filtered_boxes_elem None content with parsed_content_icon in order + for i, box in enumerate(filtered_boxes_elem): + if box['content'] is None: + box['content'] = parsed_content_icon.pop(0) for i, txt in enumerate(parsed_content_icon): parsed_content_icon_ls.append(f"Icon Box ID {str(i+icon_start)}: {txt}") parsed_content_merged = ocr_text + parsed_content_icon_ls @@ -360,7 +482,7 @@ def get_som_labeled_img(img_path, model=None, BOX_TRESHOLD = 0.01, output_coord_ label_coordinates = {k: [v[0]/w, v[1]/h, v[2]/w, v[3]/h] for k, v in label_coordinates.items()} assert w == annotated_frame.shape[1] and h == annotated_frame.shape[0] - return encoded_image, label_coordinates, parsed_content_merged + return encoded_image, label_coordinates, filtered_boxes_elem def get_xywh(input): @@ -382,9 +504,14 @@ def get_xywh_yolo(input): def check_ocr_box(image_path, display_img = True, output_bb_format='xywh', goal_filtering=None, easyocr_args=None, use_paddleocr=False): if use_paddleocr: + if easyocr_args is None: + text_threshold = 0.5 + else: + text_threshold = easyocr_args['text_threshold'] result = paddle_ocr.ocr(image_path, cls=False)[0] - coord = [item[0] for item in result] - text = [item[1][0] for item in result] + conf = [item[1] for item in result] + coord = [item[0] for item in result if item[1][1] > text_threshold] + text = [item[1][0] for item in result if item[1][1] > text_threshold] else: # EasyOCR if easyocr_args is None: easyocr_args = {}