From d3cc6490190b95f02fdc94586330d5c07e517289 Mon Sep 17 00:00:00 2001 From: bw4sz Date: Tue, 16 Jul 2024 07:37:36 -0700 Subject: [PATCH 01/13] merge fix utilities --- .vscode/settings.json | 16 + deepforest/IoU.py | 2 +- deepforest/data/australia.cpg | 1 + deepforest/data/australia.dbf | Bin 0 -> 925 bytes deepforest/data/australia.prj | 1 + deepforest/data/australia.shp | Bin 0 -> 1052 bytes deepforest/data/australia.shx | Bin 0 -> 108 bytes deepforest/data/australia.tif | Bin 0 -> 1596964 bytes deepforest/evaluate.py | 60 ++- deepforest/main.py | 55 ++- deepforest/predict.py | 6 +- deepforest/preprocess.py | 143 +++---- deepforest/utilities.py | 626 +++++++++++++++++++----------- deepforest/visualize.py | 71 ++-- docs/annotation.md | 12 + docs/examples/Australia.ipynb | 430 ++++++++++++++++++++ docs/getting_started.md | 4 +- tests/data/OSBS_029.csv | 124 +++--- tests/output/empty/OSBS_029.csv | 10 - tests/output/empty/OSBS_029_0.png | Bin 104746 -> 0 bytes tests/output/empty/OSBS_029_1.png | Bin 105640 -> 0 bytes tests/output/empty/OSBS_029_2.png | Bin 105209 -> 0 bytes tests/output/empty/OSBS_029_3.png | Bin 104289 -> 0 bytes tests/output/empty/OSBS_029_4.png | Bin 104370 -> 0 bytes tests/output/empty/OSBS_029_5.png | Bin 105425 -> 0 bytes tests/output/empty/OSBS_029_6.png | Bin 104905 -> 0 bytes tests/output/empty/OSBS_029_7.png | Bin 104888 -> 0 bytes tests/output/empty/OSBS_029_8.png | Bin 105638 -> 0 bytes tests/test_main.py | 7 +- tests/test_preprocess.py | 250 ++++++++---- tests/test_utilities.py | 399 ++++++++++++++++--- tests/test_visualize.py | 5 + 32 files changed, 1606 insertions(+), 616 deletions(-) create mode 100644 .vscode/settings.json create mode 100644 deepforest/data/australia.cpg create mode 100644 deepforest/data/australia.dbf create mode 100644 deepforest/data/australia.prj create mode 100644 deepforest/data/australia.shp create mode 100644 deepforest/data/australia.shx create mode 100644 deepforest/data/australia.tif create mode 100644 docs/examples/Australia.ipynb delete mode 100644 tests/output/empty/OSBS_029.csv delete mode 100644 tests/output/empty/OSBS_029_0.png delete mode 100644 tests/output/empty/OSBS_029_1.png delete mode 100644 tests/output/empty/OSBS_029_2.png delete mode 100644 tests/output/empty/OSBS_029_3.png delete mode 100644 tests/output/empty/OSBS_029_4.png delete mode 100644 tests/output/empty/OSBS_029_5.png delete mode 100644 tests/output/empty/OSBS_029_6.png delete mode 100644 tests/output/empty/OSBS_029_7.png delete mode 100644 tests/output/empty/OSBS_029_8.png diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 00000000..e0accb83 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,16 @@ +{ +<<<<<<< HEAD + "python.testing.unittestEnabled": false, + "python.testing.pytestEnabled": true +======= + "python.testing.unittestEnabled": false, + "python.testing.pytestEnabled": true, + "python.testing.unittestArgs": [ + "-v", + "-s", + "./tests", + "-p", + "test_*.py" + ] +>>>>>>> squashed into one geotype commit +} \ No newline at end of file diff --git a/deepforest/IoU.py b/deepforest/IoU.py index 7c5cfb3a..1bd01000 100644 --- a/deepforest/IoU.py +++ b/deepforest/IoU.py @@ -112,6 +112,6 @@ def compute_IoU(ground_truth, submission): })) iou_df = pd.concat(iou_df) - iou_df = iou_df.merge(ground_truth[["truth_id", "xmin", "xmax", "ymin", "ymax"]]) + iou_df = iou_df.merge(ground_truth[["truth_id", "geometry"]]) return iou_df diff --git a/deepforest/data/australia.cpg b/deepforest/data/australia.cpg new file mode 100644 index 00000000..cd89cb97 --- /dev/null +++ b/deepforest/data/australia.cpg @@ -0,0 +1 @@ +ISO-8859-1 \ No newline at end of file diff --git a/deepforest/data/australia.dbf b/deepforest/data/australia.dbf new file mode 100644 index 0000000000000000000000000000000000000000..881f9a4985c96a1b631180636b6233d8bc32991d GIT binary patch literal 925 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Args: - df: a pandas dataframe with columns name, xmin, xmax, ymin, ymax, label. The 'name' column should be the path relative to the location of the file. + df: a geopandas dataframe with geometry columns summarize: Whether to group statistics by plot and overall score image_coordinates: Whether the current boxes are in coordinate system of the image, e.g. origin (0,0) upper left. root_dir: Where to search for image names in df @@ -32,14 +31,6 @@ def evaluate_image(predictions, ground_df, root_dir, savedir=None): else: plot_name = plot_names[0] - predictions['geometry'] = predictions.apply( - lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), axis=1) - predictions = gpd.GeoDataFrame(predictions, geometry='geometry') - - ground_df['geometry'] = ground_df.apply( - lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), axis=1) - ground_df = gpd.GeoDataFrame(ground_df, geometry='geometry') - # match result = IoU.compute_IoU(ground_df, predictions) @@ -101,25 +92,29 @@ def __evaluate_wrapper__(predictions, iou_threshold, numeric_to_label_dict, savedir=None): - """Evaluate a set of predictions against a ground truth csv file. - - Args: - predictions: a pandas dataframe, if supplied a root dir is needed to give the relative path of files in df.name. The labels in ground truth and predictions must match. If one is numeric, the other must be numeric. - csv_file: a csv file with columns xmin, ymin, xmax, ymax, label, image_path - root_dir: location of files in the dataframe 'name' column. - iou_threshold: intersection-over-union threshold, see deepforest.evaluate - savedir: optional directory to save image with overlaid predictions and annotations - Returns: - results: a dictionary of results with keys, results, box_recall, box_precision, class_recall - """ + """Evaluate a set of predictions against a ground truth csv file + Args: + predictions: a pandas dataframe, if supplied a root dir is needed to give the relative path of files in df.name. The labels in ground truth and predictions must match. If one is numeric, the other must be numeric. + root_dir: location of files in the dataframe 'name' column. + iou_threshold: intersection-over-union threshold, see deepforest.evaluate + savedir: optional directory to save image with overlaid predictions and annotations + Returns: + results: a dictionary of results with keys, results, box_recall, box_precision, class_recall + """ # remove empty samples from ground truth ground_df = ground_df[~((ground_df.xmin == 0) & (ground_df.xmax == 0))] - results = evaluate(predictions=predictions, - ground_df=ground_df, - root_dir=root_dir, - iou_threshold=iou_threshold, - savedir=savedir) + prediction_geometry = determine_geometry_type(predictions) + if prediction_geometry == "point": + raise NotImplementedError("Point evaluation is not yet implemented") + elif prediction_geometry == "box": + results = evaluate_boxes(predictions=predictions, + ground_df=ground_df, + root_dir=root_dir, + iou_threshold=iou_threshold, + savedir=savedir) + else: + raise NotImplementedError("Geometry type {} not implemented".format(prediction_geometry)) # replace classes if not NUll if not results is None: @@ -135,7 +130,7 @@ def __evaluate_wrapper__(predictions, return results -def evaluate(predictions, ground_df, root_dir, iou_threshold=0.4, savedir=None): +def evaluate_boxes(predictions, ground_df, root_dir, iou_threshold=0.4, savedir=None): """Image annotated crown evaluation routine submission can be submitted as a .shp, existing pandas dataframe or .csv path. @@ -151,10 +146,6 @@ def evaluate(predictions, ground_df, root_dir, iou_threshold=0.4, savedir=None): box_precision: proportion of predictions that are true positive, regardless of class class_recall: a pandas dataframe of class level recall and precision with class sizes """ - - check_file(ground_df) - check_file(predictions) - # Run evaluation on all plots results = [] box_recalls = [] @@ -181,7 +172,7 @@ def evaluate(predictions, ground_df, root_dir, iou_threshold=0.4, savedir=None): continue else: group = group.reset_index(drop=True) - result = evaluate_image(predictions=image_predictions, + result = evaluate_image_boxes(predictions=image_predictions, ground_df=group, root_dir=root_dir, savedir=savedir) @@ -276,7 +267,6 @@ def point_recall(predictions, ground_df, root_dir=None, savedir=None): box_recall: proportion of true positives between predicted boxes and ground truth points, regardless of class class_recall: a pandas dataframe of class level recall and precision with class sizes """ - check_file(predictions) if savedir: if root_dir is None: raise AttributeError("savedir is {}, but root dir is None".format(savedir)) diff --git a/deepforest/main.py b/deepforest/main.py index 380dc596..af2d34a1 100644 --- a/deepforest/main.py +++ b/deepforest/main.py @@ -406,7 +406,7 @@ def predict_file(self, csv_file, root_dir, savedir=None, color=None, thickness=1 Returns: df: pandas dataframe with bounding boxes, label and scores for each image in the csv file """ - df = pd.read_csv(csv_file) + df = utilities.read_file(csv_file) ds = dataset.TreeDataset(csv_file=csv_file, root_dir=root_dir, transforms=None, @@ -422,6 +422,8 @@ def predict_file(self, csv_file, root_dir, savedir=None, color=None, thickness=1 savedir=savedir, color=color, thickness=thickness) + + return results @@ -618,28 +620,41 @@ def on_validation_epoch_end(self): # Evaluate on validation data predictions self.predictions_df = pd.concat(self.predictions) - ground_df = pd.read_csv(self.config["validation"]["csv_file"]) + + #Create a geospatial column + self.predictions_df = utilities.read_file(self.predictions_df) + + ground_df = utilities.read_file(self.config["validation"]["csv_file"]) ground_df["label"] = ground_df.label.apply(lambda x: self.label_dict[x]) #Evaluate every n epochs if self.current_epoch % self.config["validation"]["val_accuracy_interval"] == 0: - results = evaluate_iou.__evaluate_wrapper__( - predictions=self.predictions_df, - ground_df=ground_df, - root_dir=self.config["validation"]["root_dir"], - iou_threshold=self.config["validation"]["iou_threshold"], - savedir=None, - numeric_to_label_dict=self.numeric_to_label_dict) - - self.log("box_recall", results["box_recall"]) - self.log("box_precision", results["box_precision"]) - if isinstance(results, pd.DataFrame): - for index, row in results["class_recall"].iterrows(): - self.log("{}_Recall".format(self.numeric_to_label_dict[row["label"]]), - row["recall"]) - self.log( - "{}_Precision".format(self.numeric_to_label_dict[row["label"]]), - row["precision"]) + if self.predictions_df.empty: + warnings.warn("No predictions made, skipping evaluation") + geom_type = utilities.determine_geometry_type(ground_df) + if geom_type == "box": + result = {"box_recall": 0, "box_precision": 0, "class_recall": pd.DataFrame()} + else: + results = evaluate_iou.__evaluate_wrapper__( + predictions=self.predictions_df, + ground_df=ground_df, + root_dir=self.config["validation"]["root_dir"], + iou_threshold=self.config["validation"]["iou_threshold"], + savedir=None, + numeric_to_label_dict=self.numeric_to_label_dict) + + # Log each key value pair of the results dict + for key, value in results.items(): + if isinstance(results, pd.DataFrame): + # Log each row in the dataframe + for index, row in value.iterrows(): + self.log("{}_Recall".format(self.numeric_to_label_dict[row["label"]]), + row["recall"]) + self.log( + "{}_Precision".format(self.numeric_to_label_dict[row["label"]]), + row["precision"]) + else: + self.log(key, value) def predict_step(self, batch, batch_idx): batch_results = self.model(batch) @@ -719,7 +734,7 @@ def evaluate(self, csv_file, root_dir, iou_threshold=None, savedir=None): Returns: results: dict of ("results", "precision", "recall") for a given threshold """ - ground_df = pd.read_csv(csv_file) + ground_df = utilities.read_file(csv_file) ground_df["label"] = ground_df.label.apply(lambda x: self.label_dict[x]) predictions = self.predict_file(csv_file=csv_file, root_dir=root_dir, diff --git a/deepforest/predict.py b/deepforest/predict.py index 80562b8c..0caf3d1f 100644 --- a/deepforest/predict.py +++ b/deepforest/predict.py @@ -3,16 +3,13 @@ import pandas as pd import numpy as np import os -from PIL import Image -import warnings import torch from torchvision.ops import nms import typing from deepforest import visualize, dataset -import rasterio - +from deepforest.utilities import read_file def _predict_image_(model, image: typing.Optional[np.ndarray] = None, @@ -182,6 +179,7 @@ def _dataloader_wrapper_(model, results.append(prediction) results = pd.concat(results, ignore_index=True) + results = read_file(results, root_dir) if savedir: visualize.plot_prediction_dataframe(results, diff --git a/deepforest/preprocess.py b/deepforest/preprocess.py index ee7c9a37..fa570964 100644 --- a/deepforest/preprocess.py +++ b/deepforest/preprocess.py @@ -5,7 +5,6 @@ For example cutting large tiles into smaller images. """ import os - import numpy as np import pandas as pd import slidingwindow @@ -13,7 +12,11 @@ import torch import warnings import rasterio - +import geopandas as gpd +from shapely import geometry +import geopandas as gpd +from deepforest.utilities import read_file +from shapely import geometry def preprocess_image(image): """Preprocess a single RGB numpy array as a prediction from channels last, @@ -52,75 +55,41 @@ def compute_windows(numpy_image, patch_size, patch_overlap): return (windows) - -def select_annotations(annotations, windows, index, allow_empty=False): +def select_annotations(annotations, window): """Select annotations that overlap with selected image crop. Args: - image_name (str): Name of the image in the annotations file to lookup. - annotations_file: path to annotations file in - the format -> image_path, xmin, ymin, xmax, ymax, label + annotations: a geopandas dataframe of annotations with a geometry column windows: A sliding window object (see compute_windows) - index: The index in the windows object to use a crop bounds - allow_empty (bool): If True, allow window crops - that have no annotations to be included - Returns: selected_annotations: a pandas dataframe of annotations """ + # Get window coordinates + window_xmin, window_ymin, w, h = window.getRect() + + # Create a shapely box from the window + window_box = geometry.box(window_xmin, window_ymin, window_xmin + w, window_ymin + h) + selected_annotations = annotations[annotations.intersects(window_box)] + + # cut off any annotations over the border + original_area = selected_annotations.geometry.area + clipped_annotations = gpd.clip(selected_annotations, window_box) + + if clipped_annotations.empty: + return clipped_annotations + + # For points, keep all annotations. + if selected_annotations.iloc[0].geometry.geom_type == "Point": + return selected_annotations - # Window coordinates - with respect to tile - window_xmin, window_ymin, w, h = windows[index].getRect() - window_xmax = window_xmin + w - window_ymax = window_ymin + h - - # buffer coordinates a bit to grab boxes that might start just against - # the image edge. Don't allow boxes that start and end after the offset - offset = 40 - selected_annotations = annotations[(annotations.xmin > (window_xmin - offset)) & - (annotations.xmin < (window_xmax)) & - (annotations.xmax > (window_xmin)) & - (annotations.ymin > (window_ymin - offset)) & - (annotations.xmax < (window_xmax + offset)) & - (annotations.ymin < (window_ymax)) & - (annotations.ymax > (window_ymin)) & - (annotations.ymax < (window_ymax + offset))].copy( - deep=True) - # change the image name - image_basename = os.path.splitext("{}".format(annotations.image_path.unique()[0]))[0] - selected_annotations.image_path = "{}_{}.png".format(image_basename, index) - - # If no matching annotations, return a line with the image name, but no - # records - if selected_annotations.empty: - if allow_empty: - selected_annotations = pd.DataFrame( - ["{}_{}.png".format(image_basename, index)], columns=["image_path"]) - selected_annotations["xmin"] = 0 - selected_annotations["ymin"] = 0 - selected_annotations["xmax"] = 0 - selected_annotations["ymax"] = 0 - # Dummy label - selected_annotations["label"] = annotations.label.unique()[0] - else: - return None else: - # update coordinates with respect to origin - selected_annotations.xmax = (selected_annotations.xmin - window_xmin) + ( - selected_annotations.xmax - selected_annotations.xmin) - selected_annotations.xmin = (selected_annotations.xmin - window_xmin) - selected_annotations.ymax = (selected_annotations.ymin - window_ymin) + ( - selected_annotations.ymax - selected_annotations.ymin) - selected_annotations.ymin = (selected_annotations.ymin - window_ymin) - - # cut off any annotations over the border. - selected_annotations.loc[selected_annotations.xmin < 0, "xmin"] = 0 - selected_annotations.loc[selected_annotations.xmax > w, "xmax"] = w - selected_annotations.loc[selected_annotations.ymin < 0, "ymin"] = 0 - selected_annotations.loc[selected_annotations.ymax > h, "ymax"] = h - - return selected_annotations + # Only keep clipped boxes if they are more than 50% of the original size. + clipped_area = clipped_annotations.geometry.area + clipped_annotations = clipped_annotations[(clipped_area/original_area) > 0.5] + + clipped_annotations.geometry = clipped_annotations.geometry.translate(xoff=-window_xmin, yoff=-window_ymin) + return clipped_annotations def save_crop(base_dir, image_name, index, crop): """Save window crop as an image file to be read by PIL. @@ -156,17 +125,18 @@ def save_crop(base_dir, image_name, index, crop): def split_raster(annotations_file=None, path_to_raster=None, numpy_image=None, + root_dir=None, base_dir=None, patch_size=400, patch_overlap=0.05, allow_empty=False, image_name=None, save_dir="."): - """Divide a large tile into smaller arrays. Each crop will be saved to - file. + """Divide a large tile into smaller arrays. Each crop will be saved to file. Args: numpy_image: a numpy object to be used as a raster, usually opened from rasterio.open.read(), in order (height, width, channels) + root_dir: (str): Root directory of annotations file, if not supplied, will be inferred from annotations_file path_to_raster: (str): Path to a tile that can be read by rasterio on disk annotations_file (str or pd.DataFrame): A pandas dataframe or path to annotations csv file to transform to cropped images. In the format -> image_path, xmin, ymin, xmax, ymax, label. If None, allow_empty is ignored and the function will only return the cropped images. save_dir (str): Directory to save images @@ -242,17 +212,19 @@ def split_raster(annotations_file=None, if annotations_file is None: allow_empty = True elif isinstance(annotations_file, str): - annotations = pd.read_csv(annotations_file) - elif isinstance(annotations_file, pd.DataFrame): + annotations = read_file(annotations_file, root_dir=root_dir) + elif isinstance(annotations_file, gpd.GeoDataFrame): annotations = annotations_file else: raise TypeError( - "Annotations file must either be None, a path, or a pd.DataFrame, found {}". + "Annotations file must either be None, a path, or a ggpd.DataFrame, found {}". format(type(annotations_file))) # Select matching annotations if annotations_file is not None: image_annotations = annotations[annotations.image_path == image_name] + image_basename = os.path.splitext(image_name)[0] + image_basename = os.path.splitext(image_name)[0] # Sanity checks if not allow_empty: @@ -263,10 +235,6 @@ def split_raster(annotations_file=None, "path (e.g. 'image_name.tif'), not the full path " "(e.g. path/to/dir/image_name.tif)".format(annotations_file, image_name)) - required_columns = ["image_path", "xmin", "ymin", "xmax", "ymax", "label"] - if not all(column in annotations.columns for column in required_columns): - raise ValueError(f"Annotations file should have columns {required_columns}") - annotations_files = [] crop_filenames = [] for index, window in enumerate(windows): @@ -279,28 +247,27 @@ def split_raster(annotations_file=None, # Find annotations, image_name is the basename of the path if annotations_file is not None: - crop_annotations = select_annotations(image_annotations, windows, index, - allow_empty) - else: - crop_annotations = None - - # If empty images not allowed, select annotations returns None - if crop_annotations is not None: - # Save annotations + crop_annotations = select_annotations(image_annotations, window = windows[index]) + crop_annotations["image_path"] = "{}_{}.png".format(image_basename, index) + if crop_annotations.empty: + if allow_empty: + crop_annotations.loc[0, "image_path"] = "{}_{}.png".format(image_basename, index) + else: + continue annotations_files.append(crop_annotations) # Save image crop if allow_empty or crop_annotations is not None: crop_filename = save_crop(save_dir, image_name, index, crop) crop_filenames.append(crop_filename) - - if annotations_file is not None: - # Only concat annotations if there were supplied - if not annotations_files: - raise ValueError( - "Input file has no overlapping annotations and allow_empty is {}".format( - allow_empty)) - + + if annotations_file is None: + return crop_filenames + elif len(annotations_files) == 0: + raise ValueError( + "Input file has no overlapping annotations and allow_empty is {}".format( + allow_empty)) + else: annotations_files = pd.concat(annotations_files) # Checkpoint csv files, useful for parallelization @@ -309,6 +276,4 @@ def split_raster(annotations_file=None, file_path = os.path.join(save_dir, f"{image_basename}.csv") annotations_files.to_csv(file_path, index=False, header=True) - return annotations_files - else: - return crop_filenames + return annotations_files \ No newline at end of file diff --git a/deepforest/utilities.py b/deepforest/utilities.py index f191469a..26aa6f2f 100644 --- a/deepforest/utilities.py +++ b/deepforest/utilities.py @@ -1,28 +1,34 @@ -"""Utilities model.""" -import json import os -import urllib import warnings -import functools - import geopandas as gpd import numpy as np import pandas as pd import rasterio -from rasterio.crs import CRS import requests import shapely import xmltodict import yaml from tqdm import tqdm import aiohttp -import traceback +from PIL import Image from deepforest import _ROOT - +from shapely.geometry import Point, box +from pyproj import CRS +import json +import warnings +import geopandas as gpd +import rasterio +import shapely +from tqdm import tqdm +from deepforest import _ROOT +from shapely.geometry import box +import json +import requests +import urllib.request def read_config(config_path): - """Read config yaml file.""" + """Read config yaml file""" try: with open(config_path, 'r') as f: config = yaml.load(f, Loader=yaml.FullLoader) @@ -38,14 +44,15 @@ class DownloadProgressBar(tqdm): """Download progress bar class.""" def update_to(self, b=1, bsize=1, tsize=None): - """Update class attributes. - + """ + Update class attributes Args: b: bsize: tsize: Returns: + """ if tsize is not None: self.total = tsize @@ -54,15 +61,14 @@ def update_to(self, b=1, bsize=1, tsize=None): def use_bird_release( save_dir=os.path.join(_ROOT, "data/"), prebuilt_model="bird", check_release=True): - """Check the existence of, or download the latest model release from - github. - + """ + Check the existence of, or download the latest model release from github Args: save_dir: Directory to save filepath, default to "data" in deepforest repo prebuilt_model: Currently only accepts "NEON", but could be expanded to include other prebuilt models. The local model will be called prebuilt_model.h5 on disk. check_release (logical): whether to check github for a model recent release. In cases where you are hitting the github API rate limit, set to False and any local model will be downloaded. If no model has been downloaded an error will raise. - Returns: - release_tag, output_path (str): path to downloaded model + Returns: release_tag, output_path (str): path to downloaded model + """ # Naming based on pre-built model @@ -121,16 +127,15 @@ def use_bird_release( def use_release( save_dir=os.path.join(_ROOT, "data/"), prebuilt_model="NEON", check_release=True): - """Check the existence of, or download the latest model release from - github. - + """ + Check the existence of, or download the latest model release from github Args: save_dir: Directory to save filepath, default to "data" in deepforest repo prebuilt_model: Currently only accepts "NEON", but could be expanded to include other prebuilt models. The local model will be called prebuilt_model.h5 on disk. check_release (logical): whether to check github for a model recent release. In cases where you are hitting the github API rate limit, set to False and any local model will be downloaded. If no model has been downloaded an error will raise. + + Returns: release_tag, output_path (str): path to downloaded model - Returns: - release_tag, output_path (str): path to downloaded model """ # Naming based on pre-built model output_path = os.path.join(save_dir, prebuilt_model + ".pt") @@ -187,14 +192,15 @@ def use_release( def read_pascal_voc(xml_path): - """Load annotations from xml format (e.g. RectLabel editor) and convert + """ + Load annotations from xml format (e.g. RectLabel editor) and convert them into retinanet annotations format. - + Args: xml_path (str): Path to the annotations xml, formatted by RectLabel Returns: Annotations (pandas dataframe): in the - format -> path-to-image.png,x1,y1,x2,y2,class_name + format -> path-to-image.png,x1,y1,x2,y2,class_name """ # parse with open(xml_path) as fd: @@ -244,8 +250,31 @@ def read_pascal_voc(xml_path): "ymax": ymax, "label": label }) - return (annotations) + return annotations + +def convert_point_to_bbox(gdf, buffer_size): + """ + Convert an input point type annotation to a bounding box by buffering the point with a fixed size. + + Args: + gdf (GeoDataFrame): The input point type annotation. + buffer_size (float): The size of the buffer to be applied to the point. + + Returns: + gdf (GeoDataFrame): The output bounding box type annotation. + """ + # define in image coordinates and buffer to create a box + gdf["geometry"] = [ + shapely.geometry.Point(x, y) + for x, y in zip(gdf.geometry.x.astype(float), gdf.geometry.y.astype(float)) + ] + gdf["geometry"] = [ + shapely.geometry.box(left, bottom, right, top) + for left, bottom, right, top in gdf.geometry.buffer(buffer_size).bounds.values + ] + + return gdf def xml_to_annotations(xml_path): @@ -256,57 +285,66 @@ def xml_to_annotations(xml_path): return read_pascal_voc(xml_path) +# TO DO -> Should this whole function hae a deprecation warning? Shouldn't users just use the read_file function? def shapefile_to_annotations(shapefile, - rgb, - buffer_size=0.5, - geometry_type="bbox", - savedir="."): - """Convert a shapefile of annotations into annotations csv file for - DeepForest training and evaluation. - - Geometry Handling: - The geometry_type is the form of the objects in the given shapefile. It can be "bbox" or "point". - If geometry_type is set to "bbox" (default) then the bounding boxes in the shapefile will be used as is and transferred over - to the annotations file. If the geometry_type is "point" then a bounding box will be created for each - point that is centered on the point location and has an apothem equal to buffer_size, resulting in a bounding box with dimensions of 2 - times the value of buffer_size. - + rgb=None, + root_dir=None, + buffer_size=None, + convert_point=False, + geometry_type=None, + save_dir=None): + """ + Convert a shapefile of annotations into annotations csv file for DeepForest training and evaluation + Args: shapefile: Path to a shapefile on disk. If a label column is present, it will be used, else all labels are assumed to be "Tree" rgb: Path to the RGB image on disk - savedir: Directory to save csv files - buffer_size: size of point to box expansion in map units of the target object, meters for projected data, pixels for unprojected data. The buffer_size is added to each side of the x,y point to create the box. - geometry_type: Specifies the spatial representation used in the shapefile; can be "bbox" or "point" + root_dir: Optional directory to prepend to the image_path column Returns: results: a pandas dataframe """ - - # Verify the geometry_type is valid - if geometry_type not in ["bbox", "point"]: - raise ValueError( - "Invalid argument for 'geometry_type'. Expected 'point' or 'bbox'.") - + # Deprecation of previous arguments + if geometry_type: + warnings.warn( + "geometry_type argument is deprecated and will be removed in DeepForest 2.0. The function will infer geometry from the shapefile directly.", DeprecationWarning) + if save_dir: + warnings.warn( + "save_dir argument is deprecated and will be removed in DeepForest 2.0. The function will return a pandas dataframe instead of saving to disk.", DeprecationWarning) + # Read shapefile - gdf = gpd.read_file(shapefile) - - # define in image coordinates and buffer to create a box - if geometry_type == "point": - gdf["geometry"] = [ - shapely.geometry.Point(x, y) for x, y in zip(gdf.geometry.x.astype("float32"), - gdf.geometry.y.astype("float32")) - ] - gdf["geometry"] = [ - shapely.geometry.box(left, bottom, right, top) - for left, bottom, right, top in gdf.geometry.buffer(buffer_size).bounds.values - ] + if isinstance(shapefile, str): + gdf = gpd.read_file(shapefile) + else: + gdf = shapefile.copy(deep=True) - # get coordinates - df = gdf.geometry.bounds + if rgb is None: + if "image_path" not in gdf.columns: + raise ValueError("No image_path column found in shapefile, please specify rgb path") + else: + rgb = gdf.image_path.unique()[0] + print("Found image_path column in shapefile, using {}".format(rgb)) + # Determine geometry type and report to user + if gdf.geometry.type.unique().shape[0] > 1: + raise ValueError( + "Multiple geometry types found in shapefile. Please ensure all geometries are of the same type.") + else: + geometry_type = gdf.geometry.type.unique()[0] + print("Geometry type of shapefile is {}".format(geometry_type)) + + # Convert point to bounding box if desired + if convert_point: + if geometry_type == "Point": + if buffer_size is None: + raise ValueError("buffer_size must be specified to convert point to bounding box") + gdf = convert_point_to_bbox(gdf, buffer_size) + else: + raise ValueError("convert_point is True, but geometry type is not Point") + # raster bounds + if root_dir: + rgb = os.path.join(root_dir, rgb) with rasterio.open(rgb) as src: - left, bottom, right, top = src.bounds - resolution = src.res[0] raster_crs = src.crs if gdf.crs: @@ -318,51 +356,217 @@ def shapefile_to_annotations(shapefile, # Check matching the crs if not gdf.crs.to_string() == raster_crs.to_string(): - raise ValueError( - "The shapefile crs {} does not match the image crs {}".format( - gdf.crs, src.crs)) + warnings.warn("The shapefile crs {} does not match the image crs {}".format( + gdf.crs.to_string(), src.crs.to_string()), UserWarning) - # Transform project coordinates to image coordinates - df["tile_xmin"] = (df.minx - left) / resolution - df["tile_xmin"] = df["tile_xmin"].astype(int) + if src.crs is not None: + print("CRS of shapefile is {}".format(src.crs)) + gdf = geo_to_image_coordinates(gdf, src.bounds, src.res[0]) - df["tile_xmax"] = (df.maxx - left) / resolution - df["tile_xmax"] = df["tile_xmax"].astype(int) + # check for label column + if "label" not in gdf.columns: + raise ValueError( + "No label column found in shapefile. Please add a column named 'label' to your shapefile.") + else: + gdf["label"] = gdf["label"] + + # add filename + gdf["image_path"] = os.path.basename(rgb) - # UTM is given from the top, but origin of an image is top left + return gdf - df["tile_ymax"] = (top - df.miny) / resolution - df["tile_ymax"] = df["tile_ymax"].astype(int) +def determine_geometry_type(df): + """Determine the geometry type of a prediction or annotation + Args: + df: a pandas dataframe + Returns: + geometry_type: a string of the geometry type + """ + if type(df) in [pd.DataFrame,gpd.GeoDataFrame]: + columns = df.columns + if "geometry" in columns: + df = gpd.GeoDataFrame(geometry=df['geometry']) + geometry_type = df.geometry.type.unique()[0] + if geometry_type == "Polygon": + if (df.geometry.area == df.envelope.area).all(): + return 'box' + else: + return 'polygon' + else: + return 'point' + elif "xmin" in columns and "ymin" in columns and "xmax" in columns and "ymax" in columns: + geometry_type = "box" + elif "polygon" in columns: + geometry_type = "polygon" + elif "x" in columns and "y" in columns: + geometry_type = 'point' + else: + raise ValueError("Could not determine geometry type from columns {}".format(columns)) + + elif type(df) == dict: + if 'boxes' in df.keys(): + geometry_type = "box" + elif 'polygon' in df.keys(): + geometry_type = "polygon" + elif 'points' in df.keys(): + geometry_type = "point" + + return geometry_type + +def read_file(input, root_dir=None): + """Read a file and return a geopandas dataframe. This is the main entry point for reading annotations into deepforest. + Args: + input: a path to a file or a pandas dataframe + root_dir: Optional directory to prepend to the image_path column + Returns: + df: a geopandas dataframe with the properly formatted geometry column + """ + # read file + if isinstance(input, str): + if input.endswith(".csv"): + df = pd.read_csv(input) + elif input.endswith((".shp", ".gpkg")): + df = shapefile_to_annotations(input, root_dir=root_dir) + elif input.endswith(".xml"): + df = xml_to_annotations(input) + else: + raise ValueError("File type {} not supported. DeepForest currently supports .csv, .shp or .xml files. See https://deepforest.readthedocs.io/en/latest/annotation.html ".format(df)) + else: + if type(input) == pd.DataFrame: + df = input.copy(deep=True) + elif type(input) == gpd.GeoDataFrame: + return shapefile_to_annotations(input, root_dir=root_dir) + else: + raise ValueError("Input must be a path to a file, geopandas or a pandas dataframe") + + if type(df) == pd.DataFrame: + if df.empty: + raise ValueError("No annotations in dataframe") + # If the geometry column is present, convert to geodataframe directly + if "geometry" in df.columns: + df['geometry'] = gpd.GeoSeries.from_wkt(df['geometry']) + df.crs = None + else: + # Detect geometry type + geom_type = determine_geometry_type(df) + + # Check for uppercase names and set to lowercase + df.columns = [x.lower() for x in df.columns] + + # convert to geodataframe + if geom_type == "box": + df['geometry'] = df.apply( + lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), axis=1) + elif geom_type == "polygon": + df['geometry'] = gpd.GeoSeries.from_wkt(df["polygon"]) + elif geom_type == "point": + df["geometry"] = [shapely.geometry.Point(x, y) + for x, y in zip(df.x.astype(float), df.y.astype(float))] + else: + raise ValueError("Geometry type {} not supported".format(geom_type)) + + # convert to geodataframe + df = gpd.GeoDataFrame(df, geometry='geometry') + + return df - df["tile_ymin"] = (top - df.maxy) / resolution - df["tile_ymin"] = df["tile_ymin"].astype(int) - # Add labels is they exist - if "label" in gdf.columns: - df["label"] = gdf["label"] +def crop_raster(bounds, rgb_path=None, savedir=None, filename=None, driver="GTiff"): + """ + Crop a raster to a bounding box, save as projected or unprojected crop + Args: + bounds: a tuple of (left, bottom, right, top) bounds + rgb_path: path to the rgb image + savedir: directory to save the crop + filename: filename to save the crop "{}.tif".format(filename)" + driver: rasterio driver to use, default to GTiff, can be 'GTiff' for projected data or 'PNG' unprojected data + Returns: + filename: path to the saved crop, if savedir specified + img: a numpy array of the crop, if savedir not specified + """ + left, bottom, right, top = bounds + src = rasterio.open(rgb_path) + if src.crs is None: + # Read unprojected data using PIL and crop numpy array + img = np.array(Image.open(rgb_path)) + img = img[bottom:top, left:right, :] + img = np.rollaxis(img, 2, 0) + cropped_transform = None + if driver == "GTiff": + warnings.warn("Driver {} not supported for unprojected data, setting to 'PNG',".format(driver), UserWarning) + driver = "PNG" + else: + # Read projected data using rasterio and crop + img = src.read(window=rasterio.windows.from_bounds(left, bottom, right, top, transform=src.transform)) + cropped_transform = rasterio.windows.transform(rasterio.windows.from_bounds(left, bottom, right, top, transform=src.transform), src.transform) + if img.size == 0: + raise ValueError("Bounds {} does not create a valid crop for source {}".format(bounds, src.transform)) + if savedir: + res = src.res[0] + height = (top - bottom)/res + width = (right - left)/res + + # Write the cropped image to disk with transform + if not os.path.exists(savedir): + os.makedirs(savedir) + + if driver == "GTiff": + filename = "{}/{}.tif".format(savedir, filename) + with rasterio.open(filename, "w", driver="GTiff",height=height, width=width, count=img.shape[0], dtype=img.dtype, transform=cropped_transform) as dst: + dst.write(img) + elif driver == "PNG": + # PNG driver does not support transform + filename = "{}/{}.png".format(savedir, filename) + with rasterio.open(filename, "w", driver="PNG",height=height, width=width, count=img.shape[0], dtype=img.dtype) as dst: + dst.write(img) + else: + raise ValueError("Driver {} not supported".format(driver)) + + if savedir: + return filename else: - df["label"] = "Tree" + return img - # add filename - df["image_path"] = os.path.basename(rgb) - - # select columns - result = df[[ - "image_path", "tile_xmin", "tile_ymin", "tile_xmax", "tile_ymax", "label" - ]] - result = result.rename(columns={ - "tile_xmin": "xmin", - "tile_ymin": "ymin", - "tile_xmax": "xmax", - "tile_ymax": "ymax" - }) +def crop_annotations_to_bounds(gdf, bounds): + """ + Crop a geodataframe of annotations to a bounding box + Args: + gdf: a geodataframe of annotations + bounds: a tuple of (left, bottom, right, top) bounds + Returns: + gdf: a geodataframe of annotations cropped to the bounds + """ + # unpack image bounds + left, bottom, right, top = bounds + + # Crop the annotations + gdf.geometry = gdf.geometry.translate(xoff=-left, yoff=-bottom) + + return gdf - # ensure no zero area polygons due to rounding to pixel size - result = result[~(result.xmin == result.xmax)] - result = result[~(result.ymin == result.ymax)] +def geo_to_image_coordinates(gdf, image_bounds, image_resolution): + """ + Convert from projected coordinates to image coordinates + Args: + gdf: a pandas type dataframe with columns: name, xmin, ymin, xmax, ymax. Name is the relative path to the root_dir arg. + image_bounds: bounds of the image + image_resolution: resolution of the image + Returns: + gdf: a geopandas dataframe with the transformed to image origin. CRS is removed + """ + + if len(image_bounds) != 4: + raise ValueError("image_bounds must be a tuple of (left, bottom, right, top)") - return result + transformed_gdf = gdf.copy(deep=True) + # unpack image bounds + left, bottom, right, top = image_bounds + + transformed_gdf.geometry = transformed_gdf.geometry.translate(xoff=-left, yoff=-top) + transformed_gdf.geometry = transformed_gdf.geometry.scale(xfact=1/image_resolution, yfact=-1/image_resolution, origin=(0,0)) + transformed_gdf.crs = None + return transformed_gdf def round_with_floats(x): """Check if string x is float or int, return int, rounded if needed.""" @@ -381,35 +585,91 @@ def round_with_floats(x): return result -def check_file(df): - """Check a file format for correct column names and structure.""" - - if not all(x in df.columns - for x in ["image_path", "xmin", "xmax", "ymin", "ymax", "label"]): - raise IOError("Input file has incorrect column names, " - "the following columns must exist " - "'image_path','xmin','ymin','xmax','ymax','label'.") - - return df - - def check_image(image): - """Check an image is three channel, channel last format. - - Args: - image: numpy array - Returns: - None, throws error on assert + """Check an image is three channel, channel last format + Args: + image: numpy array + Returns: None, throws error on assert """ if not image.shape[2] == 3: raise ValueError("image is expected have three channels, channel last format, " "found image with shape {}".format(image.shape)) -def boxes_to_shapefile(df, root_dir, projected=True, flip_y_axis=False): - """Convert from image coordinates to geographic coordinates Note that this - assumes df is just a single plot being passed to this function. +def image_to_geo_coordinates(gdf, root_dir, flip_y_axis=False): + """ + Convert from image coordinates to geographic coordinates. + + Args: + gdf: A geodataframe. + root_dir: Directory of images to lookup image_path column. + flip_y_axis: If True, reflect predictions over y axis to align with raster data in QGIS, which uses a negative y origin compared to numpy. + + Returns: + transformed_gdf: A geospatial dataframe with the boxes optionally transformed to the target crs. + """ + transformed_gdf = gdf.copy(deep=True) + plot_names = transformed_gdf.image_path.unique() + if len(plot_names) > 1: + raise ValueError("This function projects a single plot's worth of data. Multiple plot names found: {}".format(plot_names)) + else: + plot_name = plot_names[0] + + rgb_path = "{}/{}".format(root_dir, plot_name) + with rasterio.open(rgb_path) as dataset: + bounds = dataset.bounds + left, bottom, right, top = bounds + pixelSizeX, pixelSizeY = dataset.res + crs = dataset.crs + transform = dataset.transform + + geom_type = determine_geometry_type(transformed_gdf) + projected_geometry = [] + if geom_type == "box": + # Convert image pixel locations to geographic coordinates + coordinates = transformed_gdf.geometry.bounds + xmin_coords, ymin_coords = rasterio.transform.xy(transform=transform, rows=coordinates.miny, cols=coordinates.minx, offset='center') + xmax_coords, ymax_coords = rasterio.transform.xy(transform=transform, rows=coordinates.maxy, cols=coordinates.maxx, offset='center') + + for left, bottom, right, top in zip(xmin_coords, ymin_coords, xmax_coords, ymax_coords): + geom = shapely.geometry.box(left, bottom, right, top) + projected_geometry.append(geom) + + elif geom_type == "polygon": + for geom in transformed_gdf.geometry: + polygon_vertices = [] + for x, y in geom.exterior.coords: + projected_vertices = rasterio.transform.xy(transform=transform, rows=y, cols=x, offset='center') + polygon_vertices.append(projected_vertices) + geom = shapely.geometry.Polygon(polygon_vertices) + projected_geometry.append(geom) + + elif geom_type == "point": + x_coords, y_coords = rasterio.transform.xy(transform=transform, rows=transformed_gdf.geometry.y, cols=transformed_gdf.geometry.x, offset='center') + for x, y in zip(x_coords, y_coords): + geom = shapely.geometry.Point(x, y) + projected_geometry.append(geom) + + transformed_gdf.geometry = projected_geometry + if flip_y_axis: + # Numpy uses top left 0,0 origin, flip along y axis. + # See https://gis.stackexchange.com/questions/306684/why-does-qgis-use-negative-y-spacing-in-the-default-raster-geotransform + transformed_gdf.geometry = transformed_gdf.geometry.scale(xfact=1, yfact=-1, origin=(0, 0)) + + # Assign crs + transformed_gdf.crs = crs + return transformed_gdf + + +def collate_fn(batch): + batch = list(filter(lambda x: x is not None, batch)) + return tuple(zip(*batch)) + +def boxes_to_shapefile(df, root_dir, projected=True, flip_y_axis=False): + """ + Convert from image coordinates to geographic coordinates + Note that this assumes df is just a single plot being passed to this function Args: df: a pandas type dataframe with columns: name, xmin, ymin, xmax, ymax. Name is the relative path to the root_dir arg. root_dir: directory of images to lookup image_path column @@ -418,6 +678,10 @@ def boxes_to_shapefile(df, root_dir, projected=True, flip_y_axis=False): Returns: df: a geospatial dataframe with the boxes optionally transformed to the target crs """ + + warnings.warn( + "This function will be deprecated in DeepForest 2.0, as it only can process boxes and the API now includes point and polygon annotations. Please use image_to_geo_coordinates instead.", DeprecationWarning) + # Raise a warning and confirm if a user sets projected to True when flip_y_axis is True. if flip_y_axis and projected: warnings.warn( @@ -484,16 +748,9 @@ def boxes_to_shapefile(df, root_dir, projected=True, flip_y_axis=False): return df - -def collate_fn(batch): - batch = list(filter(lambda x: x is not None, batch)) - - return tuple(zip(*batch)) - - def annotations_to_shapefile(df, transform, crs): - """Convert output from predict_image and predict_tile to a geopandas - data.frame. + """ + Convert output from predict_image and predict_tile to a geopandas data.frame Args: df: prediction data.frame with columns ['xmin','ymin','xmax','ymax','label','score'] @@ -502,85 +759,20 @@ def annotations_to_shapefile(df, transform, crs): Returns: results: a geopandas dataframe where every entry is the bounding box for a detected tree. """ - warnings.warn( - "This method is deprecated and will be " - "removed in version DeepForest 2.0.0, " - "please use boxes_to_shapefile which unifies project_boxes and " - "annotations_to_shapefile functionalities", DeprecationWarning) - - # Convert image pixel locations to geographic coordinates - xmin_coords, ymin_coords = rasterio.transform.xy(transform=transform, - rows=df.ymin, - cols=df.xmin, - offset='center') - - xmax_coords, ymax_coords = rasterio.transform.xy(transform=transform, - rows=df.ymax, - cols=df.xmax, - offset='center') - - # If there is only one tree, the above comes out as a float, not a list - if type(xmin_coords) == float: - xmin_coords = [xmin_coords] - ymin_coords = [ymin_coords] - xmax_coords = [xmax_coords] - ymax_coords = [ymax_coords] - - # One box polygon for each tree bounding box - box_coords = zip(xmin_coords, ymin_coords, xmax_coords, ymax_coords) - box_geoms = [ - shapely.geometry.box(xmin, ymin, xmax, ymax) - for xmin, ymin, xmax, ymax in box_coords - ] - - geodf = gpd.GeoDataFrame(df, geometry=box_geoms) - geodf.crs = crs - return geodf + raise NotImplementedError("This function is deprecated. Please use image_to_geo_coordinates instead.") def project_boxes(df, root_dir, transform=True): - """Convert from image coordinates to geographic coordinates Note that this - assumes df is just a single plot being passed to this function. - - Args: - df: a pandas type dataframe with columns: name, xmin, ymin, xmax, ymax. - Name is the relative path to the root_dir arg. - root_dir: directory of images to lookup image_path column - transform: If true, convert from image to geographic coordinates """ - warnings.warn( - "This method is deprecated and will be removed in version " - "DeepForest 2.0.0, please use boxes_to_shapefile which " - "unifies project_boxes and annotations_to_shapefile functionalities", - DeprecationWarning) - plot_names = df.image_path.unique() - if len(plot_names) > 1: - raise ValueError("This function projects a single plots worth of data. " - "Multiple plot names found {}".format(plot_names)) - else: - plot_name = plot_names[0] - - rgb_path = "{}/{}".format(root_dir, plot_name) - with rasterio.open(rgb_path) as dataset: - bounds = dataset.bounds - pixelSizeX, pixelSizeY = dataset.res - crs = dataset.crs - - if transform: - # subtract origin. Recall that numpy origin is top left! Not bottom - # left. - df["xmin"] = (df["xmin"].astype("float32") * pixelSizeX) + bounds.left - df["xmax"] = (df["xmax"].astype("float32") * pixelSizeX) + bounds.left - df["ymin"] = bounds.top - (df["ymin"].astype("float32") * pixelSizeY) - df["ymax"] = bounds.top - (df["ymax"].astype("float32") * pixelSizeY) - - # combine column to a shapely Box() object, save shapefile - df['geometry'] = df.apply( - lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), axis=1) - df = gpd.GeoDataFrame(df, geometry='geometry') - - df.crs = crs + Convert from image coordinates to geographic coordinates + Note that this assumes df is just a single plot being passed to this function + df: a pandas type dataframe with columns: name, xmin, ymin, xmax, ymax. + Name is the relative path to the root_dir arg. + root_dir: directory of images to lookup image_path column + transform: If true, convert from image to geographic coordinates + """ + raise NotImplementedError("This function is deprecated. Please use image_to_geo_coordinates instead.") return df @@ -602,23 +794,23 @@ async def download_ArcGIS_REST(semaphore, This function is used to download data from an ArcGIS REST service, not WMTS or WMS services. Example url: https://gis.calgary.ca/arcgis/rest/services/pub_Orthophotos/CurrentOrthophoto/ImageServer/ - Args: - semaphore: An asyncio.Semaphore instance to limit concurrent downloads. - limiter: An asyncio-based rate limiter to control the download rate. - url: The base URL of the ArcGIS REST service - xmin: The minimum x-coordinate (longitude). - ymin: The minimum y-coordinate (latitude). - xmax: The maximum x-coordinate (longitude). - ymax: The maximum y-coordinate (latitude). - bbox_crs: The coordinate reference system (CRS) of the bounding box. - savedir: The directory to save the downloaded image. - additional_params: Additional query parameters to include in the request (default is None). - image_name: The name of the image file to be saved (default is "image.tiff"). - download_service: The specific service to use for downloading the image (default is "exportImage"). + Parameters: + - semaphore: An asyncio.Semaphore instance to limit concurrent downloads. + - limiter: An asyncio-based rate limiter to control the download rate. + - url: The base URL of the ArcGIS REST service + - xmin: The minimum x-coordinate (longitude). + - ymin: The minimum y-coordinate (latitude). + - xmax: The maximum x-coordinate (longitude). + - ymax: The maximum y-coordinate (latitude). + - bbox_crs: The coordinate reference system (CRS) of the bounding box. + - savedir: The directory to save the downloaded image. + - additional_params: Additional query parameters to include in the request (default is None). + - image_name: The name of the image file to be saved (default is "image.tiff"). + - download_service: The specific service to use for downloading the image (default is "exportImage"). Returns: - The file path of the saved image if the download is successful. - None if the download fails. + - The file path of the saved image if the download is successful. + - None if the download fails. Function usage: import asyncio diff --git a/deepforest/visualize.py b/deepforest/visualize.py index 44b7cc04..0a8c6ded 100644 --- a/deepforest/visualize.py +++ b/deepforest/visualize.py @@ -138,50 +138,35 @@ def plot_predictions(image, df, color=None, thickness=1): for index, row in df.iterrows(): if not color: color = label_to_color(row["label"]) - cv2.rectangle(image, (int(row["xmin"]), int(row["ymin"])), - (int(row["xmax"]), int(row["ymax"])), - color=color, - thickness=thickness, - lineType=cv2.LINE_AA) - return image - - -def plot_points(image, df, color=None, thickness=1): - """Plot a set of points on an image. - - By default this function does not show, but only plots an axis - Label column must be numeric! - Image must be BGR color order! - - Args: - image: a numpy array in *BGR* color order! Channel order is channels first - df: a pandas dataframe with x,y and label column - color: color of the bounding box as a tuple of BGR color, e.g. orange annotations is (0, 165, 255) - thickness: thickness of the rectangle border line in px - Returns: - image: a numpy array with drawn annotations - """ - if image.shape[0] == 3: - warnings.warn("Input images must be channels last format [h, w, 3] not channels " - "first [3, h, w], using np.rollaxis(image, 0, 3) to invert!") - image = np.rollaxis(image, 0, 3) - if image.dtype == "float32": - image = image.astype("uint8") - image = image.copy() - if not color: - if not ptypes.is_numeric_dtype(df.label): - warnings.warn("No color was provided and the label column is not numeric. " - "Using a single default color.") - color = (255, 255, 255) - - for index, row in df.iterrows(): - if not color: - color = label_to_color(row["label"]) - cv2.circle(image, (row["x"], row["y"]), - color=color, - radius=5, - thickness=thickness) + # Plot rectangle, points or polygon + if "geometry" in df.columns: + # Get geometry type + geometry_type = row["geometry"].geom_type + if geometry_type == "Polygon": + # convert to int32 and numpy array + int_coords = lambda x: np.array(x).round().astype(np.int32) + polygon = [int_coords(row["geometry"].exterior.coords)] + cv2.polylines(image, polygon, True, color, thickness=thickness) + elif geometry_type == "Point": + int_coords = lambda x: np.array(x).round().astype(np.int32) + cv2.circle(image, (int_coords(row["geometry"].x), int_coords(row["geometry"].y)), color=color, radius=5, thickness=thickness) + else: + raise ValueError("Only polygons and points are supported") + elif "xmin" in df.columns: + cv2.rectangle(image, (int(row["xmin"]), int(row["ymin"])), + (int(row["xmax"]), int(row["ymax"])), + color=color, + thickness=thickness, + lineType=cv2.LINE_AA) + elif "x" in df.columns: + cv2.circle(image, (row["x"], row["y"]), + color=color, + radius=5, + thickness=thickness) + elif "polygon" in df.columns: + polygon = np.array(row["polygon"]) + cv2.polylines(image, [polygon], True, color, thickness=thickness) return image diff --git a/docs/annotation.md b/docs/annotation.md index fc1ad6e1..4c04f41b 100644 --- a/docs/annotation.md +++ b/docs/annotation.md @@ -15,6 +15,18 @@ For longer term projects, we recommend [label-studio](https://labelstud.io/) as ## Do I need annotate all objects in my image? Yes! Object detection models use the non-annotated areas of an image as negative data. We know that it can be exceptionally hard to annotate all trees in an image, or determine the classes of all birds in an image. However, if you have objects in the image that are not annotated, the model is learning *to ignore* those portion of the image. This can severely affect model performance. +## Annotation geometries + +DeepForest was originally designed for bounding box annotations. As of DeepForest 1.4.0, Point and Polygon annotation are also supported. There are two ways to format annotations, depending on what kind of annotation platform you were using. + +### Box CSV file format + +### Point CSV file format + +### Polygon CSV file format + +Since we cannot anticipate the number of vertexes in a polygon, we use Well-Known-Text (wkt) format. + ## Can I annotate points instead of bounding boxes? Yes. This makes more sense for the bird detection task, as trees tend to vary widely in size. Often, birds will be a standard size compared to the image resolution. diff --git a/docs/examples/Australia.ipynb b/docs/examples/Australia.ipynb new file mode 100644 index 00000000..e4af35db --- /dev/null +++ b/docs/examples/Australia.ipynb @@ -0,0 +1,430 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Working with deepforest data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Hi all, welcome to another installment of working with DeepForest. Today we have some great data from Australian Eucalyptus forests. Let's walk through the steps to get some predictions. The first thing I did was look at the tile in QGIS to get a sense of the resolution (5cm), habitat type and image quality. Then I started with our standard boilerplate DeepForest prediction code from the 'Getting Started' page. In each of the code snippets below, I show the entire code used to create the output, which reflects what I'm really doing during debugging, which is trying a set of parameters, viewing the output and re-running." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [ + "raises-exception" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading config file: /Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/deepforest/data/deepforest_config.yml\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "GPU available: False, used: False\n", + "TPU available: False, using: 0 TPU cores\n", + "IPU available: False, using: 0 IPUs\n", + "HPU available: False, using: 0 HPUs\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No validation file provided. Turning off validation loop\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/pytorch_lightning/trainer/connectors/logger_connector/logger_connector.py:67: Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `pytorch_lightning` package, due to potential conflicts with other packages in the ML ecosystem. For this reason, `logger=True` will use `CSVLogger` as the default logger, unless the `tensorboard` or `tensorboardX` packages are found. Please `pip install lightning[extra]` or one of them to enable TensorBoard support by default\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model from DeepForest release https://github.com/weecology/DeepForest/releases/tag/1.0.0 was already downloaded. Loading model from file.\n", + "Loading pre-built model: https://github.com/weecology/DeepForest/releases/tag/1.0.0\n", + "Only three band raster are accepted. Channels should be the final dimension. Input tile has shape (15399, 14775, 4). Check for transparent alpha channel and remove if present\n" + ] + } + ], + "source": [ + "from deepforest import main\n", + "from matplotlib import pyplot as plt\n", + "m = main.deepforest()\n", + "\n", + "m.use_release()\n", + "try:\n", + " image = m.predict_tile(raster_path=\"/Users/benweinstein/Downloads/Plot13Ortho.tif\", patch_size=500, patch_overlap=0, return_plot=True)\n", + " plt.imshow(image[:,:,:3])\n", + "except Exception as e:\n", + " print(e)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we get some error messages saying that the input raster image has four bands. This is pretty common for data that was exported from tools that create orthomosaics, like AgiSoft and Pix4d. Most programs have a toggle button for turning of the 'alpha channel'. We can use rasterio to open up the image and just select the bands we want." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading config file: /Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/deepforest/data/deepforest_config.yml\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "GPU available: False, used: False\n", + "TPU available: False, using: 0 TPU cores\n", + "IPU available: False, using: 0 IPUs\n", + "HPU available: False, using: 0 HPUs\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No validation file provided. Turning off validation loop\n", + "Model from DeepForest release https://github.com/weecology/DeepForest/releases/tag/1.0.0 was already downloaded. Loading model from file.\n", + "Loading pre-built model: https://github.com/weecology/DeepForest/releases/tag/1.0.0\n" + ] + } + ], + "source": [ + "from deepforest import main, utilities, visualize\n", + "import rasterio as rio\n", + "from matplotlib import pyplot as plt\n", + "import cv2\n", + "\n", + "m = main.deepforest()\n", + "m.use_release()\n", + "# Make into a 3 page, remove alpha channel, and make channels last\n", + "r = rio.open(\"/Users/benweinstein/Downloads/Plot13Ortho.tif\").read()\n", + "r = r[:3,:,:]\n", + "r = r.transpose(1,2,0)\n", + "\n", + "#boxes = m.predict_tile(image=r, patch_size=700, patch_overlap=0.2, iou_threshold=0.5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Its starts to run, but wow that's going to take too long on CPU for me to write this post. On GPU this might only take 2mins, but with a CPU almost an hour according to progress bar. Kill that and let's come back to the full prediction set when we are happy." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Crop a small portion to work with" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading config file: /Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/deepforest/data/deepforest_config.yml\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "GPU available: False, used: False\n", + "TPU available: False, using: 0 TPU cores\n", + "IPU available: False, using: 0 IPUs\n", + "HPU available: False, using: 0 HPUs\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No validation file provided. Turning off validation loop\n", + "Model from DeepForest release https://github.com/weecology/DeepForest/releases/tag/1.0.0 was already downloaded. Loading model from file.\n", + "Loading pre-built model: https://github.com/weecology/DeepForest/releases/tag/1.0.0\n" + ] + }, + { + "data": { + "image/png": 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eJYxTvvqNN2k12zQbTX7/nbdRJIEgChlPRti6huVUOHfhOrJs8pUvv0aQeNi2iqapNFtNavXGDxTn/1TSfb/6q7/KL//yL/PSSy/xyiuv8A//4T/E933+8l/+y/9V71OrNrAqDovZggtXzrO5tcrgeIrnewhCSbdbwanWKOKE+uYya1td9nsnPBqeENV1PEug1FUevPOIk4M51z90nbyQODkcIkgaFDKzkc8idFlZ7yIqEqGfYigyo70+uqFz/sI5BE/g/r07zOYuh4cD/CRjfX2Dtd0tdnfPoYoiB3v7KLKM2XDojcdgGFTaHfI4QlUsFFViPBlSK0uajRq+55PlOZZtnorWfEZRpBgWFHlJu1Ol2z3HZDjg6HAP27ExbA03mDGdTlF0GUEUcTQJ/Jx6s4YoagiSSlakyKVElOSoesl4Poc8wQoN1IZEzTbw5zM2lut0WgpZkpGlAbNJH1URmA7HmLaNbts8ePiIZrONJIiIFNiWQRhGiIKEKJaUBWiaSp5kQIGkSuiljCiL2KZOzalgaBqCILLwPHzfI88LZF0njULSOCIMJeKoIM0CNFNDUiQGoyHVikNZJGiKiqYZrKzVyPaP6A+nCKLEYNhjpdsmj3OSIKTacIjSEEGUMHQdtdLg0qWrPLz/BFkCQzOoWA6OZZHFGUWSUVIgSTJxnJLmJXlRcnBwgGmYLK8uYRg6ZZ7hzRfomoasimiqgmlIiBmUhkqtWiWNYyoVh+ZzzwElIiW6JrO7tolUFKRxTJbnqLpCo9rAWwRMphMMQcFzPRoNm53NVeIoQRBgNJ3QbNXYPbfF04NjKpZJkeYoUkGWRCx3O9iWTpHLRFnMyWBIUcQ8d/UccRJwcOhhmiaiqiPkGVEaI+kKTqNOfzxDFAQUSSJNY66ubTEtBI57c9Qy4fhwhCyrVM0qWRCSJxpx4GJXDBZpyWw+J08TQGSxmBAnObWKiWVV6Z2MGY2HVCwVLwoIwogsy1BVlfl0BnlKFkfIYokgCqiKjCZLFHnOYhGgKxbVqk2SxyRJhEhOq1kl9EQCb04SB2jGErVaFVGRiKPTG8vecEJaCNy8/ZggjDEsg+lkhiiAbijM5h5lKTH3Mt5+44+JQoXPfubH+cUv/UW++tXfJYpTdFM7zbIgYegWXhRw8OiAsIiQHZ1FINOuWSy1WhCnWLpBnheMJ1MkSabVaLIIA3JEiqwAQUAUBII4ZD6bogigVCSaSw3s5Q477TVefeFl+uMBx08e8PDuY0xFZWtriy/87GfRDZV3P7jPq5/7OFtXt3ntW68TjzN81yUKPVaWllCUiE67S56d4LoeFcvGtGzG4zGGKaMpKogFQeAxm44RRIFChAcHfdrtDl//2ne4e/s9PvL8s4iNBs+++Dzt1Ta//Zu/x+H+IT/1Uz/J4d4eeRJTqdikWUyeJvh5zpWLl2l3V/n2d7/Njfffwa6YVKsWWZ7hVCoMR/3/2fj+P/CnIlK/8Au/wHA45O/+3b9Lr9fjueee48tf/vL/xEzxX6LVcOi2Kihth53VJe7ee0qZi3hxyPJSjcCNEYXTu4r2WoNG1+bBXkg/LwhFmdXVdWqVCoe9KVdffZlLH73Owckj7KUuwtRg7sXYmo0sSQQzj0ISkQoZzTFREAkmc6KJx1KjRe3VVxgMx+goaJUmr37uU1QrDv50hmObXGyeY9A7IQ1DGmaFkWpw/dI1ZE1GkARUAW6+/w6hOyGKQnRNY+YusEyLTMkwdY1Wewldg8APmUx6uIsR3XableUunu9iWSa1eh1JLpFVkbIs8UOfJAnoLLWJYhFJnmBaUAgSaZqCKNGs1SnzBEkSSOMUuYS15Q7jwQzElEjIycqMldVldN0kS3Jm8wU5AkWa0WrUaDVr7B8e4ggSc/X0z0pFRZZF6rUaaZKyWMyJsxi7biPJMmIJslAglBkSp8HINEyiIEJzqpjNGmHkEkQltq1imBXMikUUhyzcBZPxmM31DaoVhzQFRS6RFRVZlREFiY3tNZ48eMrvfflrrK216aw06XRbVGwTpxR5dNQjCTICL6ZSUakYFdIopu/5JEmMLMkMhkOSNKFRdfAXczRVpl63iaOQar2Gaao8uHefatXBNnXiJEQ3dWqOwdxLEEuN+XRCs147FXJZ5KR3ghdMCf0Fmxs7VKo2j48PmHsLhEBENQxqtQpREHK8d8jG6jLNRg1FEZFFlYsXzpHeCtEUgbKIyZMAsUioVy10VaJi6QhlxmIxY3VlmcHeiDIvKZCZzT2qjoamaBSliBcEzIcT3vngA44mU7www7QMZFmhKHKSsmB9eQUvz6jVqnQbVWbjManncvXSDi88s4Nja2iKTHF6TsapNUjChOl8gRtElKVMFBfM5z7D/hjdMPnox16myDzCOGY4GmJqFhd2z3H58hVmbkh/OCEpRN59732qlSqkKbqmkOYC87mLXdEQxRJJLIkCF8tS2V7fQVYkZEVCFER0VWM6XxCHJYqikmQF9+4+xnIsVrtd4jAhiCOiWCcbZ7iez+07D7n38BBZtPm3v/6b/M2//tf58b/wizx5eJvR8QGWbXF4eMJk7lEAURwQE2PL0Gq0yMIYQ1bQdROKksALkCQJXVXxggVkOWVRYjs1EApEJERURAE0UUAFvPmEdmeVl159jid3bjM+HFBptGlUZALX48u/81u811niYz/2CZY3NzgYjlm/dpGf397g6ft3+dbXv8nU9zjpDTk67pMLMB5NyHMBu2LS6rR54YUrjIdjZtMFWzubDLQekqqwcFPu3t/DrDn82m/+Fh+8+x41TUUWBK49+wzr2+t8+3tvsLd/gGNXiKOQr//RHzIaDanVLlCvNVBkgfO753nm2jXu3LtDkgS0WnVUVSbLcpIkpXmug5NGP1Cc/1MzTvzKr/zKf3V67/+T5dU2QimgWQq9kyHvvf0+5y9doFar4rkJlD6I0DuZcPHcMooikuTwZ774U7Q7dXa21hBUmYsvXOTDn/8YSkWi/6iLEiSIpYqflwRpTBC5/O5/+C1u3r6PKeqEacZzV65SqzikUcTh/jGdzgqN5jJbaxt84sc+jiKJFHGEFGUcnzzGtXR64yFJluOsLqEZCmmYkfoBcRjiBS5KXrK1s4NQ5rhhiOQJUBZIkoTnu3S7NhWnRp6nLNwYz/eoVCtIskAUR5i2SZ7GWJZJIRYkaQp5jlXR0QuZp+8/Zb6Y4YURkqKjqipJnOEHIfWKhUhGmp6momQJsiBBCjLWlldxFwFxlKOoKmGYcHB0TH88wjYtbEMniAKW2w1G4zGJP0O3HGzHIvYDhDJDFjJMQ8EQRERZQlFU0jAhj2PirEBVCuazKZPpAlVWiSKfTqeCY9mYtoIsiuRkBL5LkkZcvHyB8XCKrGjYtoMsSMwXLpQFK8tdRFVDN01u3rzH/nu3WISbJEJJKYooqoGqasRByoO7D4mCGBEJTdExdA1ZAFEU0HSZMpMRJYkoTQmTFMs20U0TQYYkjTBLmSSJaDRapzUBUaBRr/Gpj32E92/f42B/iDefQ5JhVUxiL0YSRRRBYGttg82tNcaLMa47RVJVdLtGnKSEYUjs+zQaNUajEZ1WlVbDQdZkFoMp8+kEkZLhQKTbbjGdeizcgIZjsbm6yslJD0lSGLkLBqMxaVKSZQU7Gx3W1jeYjKYsXJ+9/pBEgiDPiIsc1VSwDANKyDOBMpOot2ookoAqF2RZwOUr5yBasNIy2N5osbzaIQwSDg+PWFleIklK/DzAMivMvZT9wxOK0YIkzQjDBEmU8aYLdnaXgYR+f0i9ktLqLjObzKHM2NpYwgtC0ss75GnOeDjGdedUnSUsS8XQBZIkQiBjqduiLHNUQ6Fec5hMp+SFwGA4Yj6ZI4kaimGjqjLrG8vYlsnRwQGqYtCtdHHsKovZnOloSsWu0qiHIBiMe0N+9w+/zN/4v/wNFu6It7/3PSqOxUl/SJ6DU68i6zaOaNJsVKkoGqqs0XHq6IZB4Pk4tk3ke9SqFcxKhaeHPR7sPUVdLCiEEsuyUFQNVVKomyYSCXsH+wyTkvHBAUnoIZsSgpyx2q1SNm1qhka93aJ3sMeT20/58Gc+xb1bJ/jBgi98+kOcv3iOf/1vfoP33r9FnMRYlQqKopJnCZPFFNtWWFmukVZ0DE3D0B3+zBd+DKdWgQKWOy0KpSRNXTQhoWZVsS2bzloXP/B4+uAxq0sdnrl+neODA0xdpVmv4wcBZQnd9Q2ef+EleifHTMZDFFVCNzQC38c0LKIy4fDgCFmVfqA4/yPh7vvPsb25SZFllJnIjbfvsrq+wt7DJzQ7XXafvUwM7O2NyLKcy+0aWZyz1V1icn9EsDfC3t0lC07z7lIS89pvfI3vfevbxO4cSbMIi5Ll1WWuP3uVWs1ia3UVQZA4v7OOJsuoksC5ixepV2pEbkZnY5sf+4mPE4YR+3f38b6foqsYGvWayaVz16k4FSRRpDUekxUCwyfHCGRULJPZZMygf3DqMFzqICoKcZwgqyqyKKEbJnmRISkytXqDNImRZZE8S6lUbQxLJYlTSkryLMPQdcqyQNFUVNVia3OJYX9MXhoUlGRZ+v07m5zZbIZl6pReSL1u/sf01Gh4yCDtE8U5o9GUbmcJVTNAENhYX8epVPE8j9Goz872FjVTx5JVJn6IUGbUqhaqKrLwfepVh85Kl+lszng8pchzmo0uC9cjBwRRRNMUljsdVBmCyGNtfZ1qTWM4GCDnAmVSYpoGrXab/mDMeDwh8kM217dRZJWYiOFwhOU4jMZDts+fJwzukxYSUVKyf9gj8BMEWeLg6RFxlKCrFsr3a1u5JCDJMhXbRBAF9EYdVVGYzWbMplMEoWB1fZnl9jJQkmQpVadKWRRQljjVKkmSIMkyK50O81nIeDRBkUXUTEKSSrIsovBKKpYFRUq7WePKxfOcjCecDCf4hcz1CztsPLtMEsc8vHuPKE4ZjEY0GjVa7Ra7u7t47oJGpY7tVHju+hX2Do5QFBWEknq9RipL+EFAf75g1pty/8FDdjfrXLi4zdOnBzRbyxz0e5zMp+SyQgbkeYqSp1AU5ElKnsXkUsm5Zh3H1lFUEU3JUBWVeruCqJTMPZcoTFnbWOfkqI/neaiKhuslnJwMKQqR5fVllgWJNCmZz+a88+a7CEXIhz76IpoqMRmPiAIPSSygSChSgWAxwVQhLktURUSuV0AsyYuESrWJbaj4bkaWJXSXOkiSgKarmIZBXojkWUmrpZCkOYZhoYgF2xstLl24yAeWzgc375NlOWmcIQki7VaHeibgeRHN1hIPyDkZHnDzvfeRFJFKvcJSt4nTcDAtm6IsKOUSmZJ2s4ZqCGR5jB+4SIKEv3AZ9QZIksDK+gozP0KQBNZWV1iEMePRhMXIRRBEDEWlurvNs9cvsuTUiH2f8ckxjWYDx7KZDIZYlQq6rZPGCXkaUMQx4+MF3/mjb/HpT3+CvRF8/Rvv0Kpa/K9++c/z0f1DvvHVb7G3d4gg5IiSwNrSEufW1oGMZqPOYuqRxQmWXWEym9Kazuj3jjk+GfLitSsMHj3m+vXrbOxsU6vb3L/7kEbNpNtdYnW5zVvf/Q5xEKCoMnN3we7uLp/81Kd49OgRN2++h6aJSDLIokxZCARBRBjExMlp+vQH4UdapDZXl0mjhNKQ2Tm3yWCvx2QwYufSJQzTRNJFFF3C1uoIwBtff4fv/vEN7Eqd5nqbWl0hjhLW6xVe+9pX+eZrX2cUeQiShCGVeN6cdqgzOHhEq1lFFgR81+Py7gY1y0ZXDTw/QZZNnnv1IucurHHn7bcY3jqiu73GtVeuoFoaRRCRBS5x4DM4PkCTJGZzlyCIcRcB33v3HYSyYGt9lU67SiEIeL5PnKQMp1NcL8TQNaYLnWbDpt/roWs6sizSatbIshzT1JBVKJEpypw0TbEsnawoCMPT97IrCqurdcZTH0WzGE08gjikoMRURAQBjgcTkthjc2WZycQjyQqiyMMybWq1KkEYoig67VabZqOFAJRlSrVW4fz5Tdy5S6VisndwhO1UyfKcwbDP+fNbOFWH0XB8WmfyfWbTEEFSebJ3QLPZQNUVBKEkjHwEQ6ZmqZgVjVanTpJFhH5CUZQUOXi+h+u5TIceQl7gLkI6rSZLK0vM3Ah34XFwdIJsOlx84SpKCZKs0mo2ScIAcvD8BEFQESSJvChRZAmKgigMybKUnIJ2p4UsiLQaNVZXOoxHQ05OTpBlicKQKcsMw9JIkxwRyJKEPEtotNo06jUq9oDV1S4XLlxkMOzjOBb1ZoO7t+4yG08wr16g2alRq1VoTzs8efg1jgdjWrrKaqeJY5vUG1VGgxGyAJVKBVlI2dnepuo4PN3bJwpCojDk/M4WqmbSHwwpBYHv3bpNgEBnZYXYT8mShJt3H6ObNo/uP2JlPWQeJQiqThhHyIYOWUqSZohpwZWLF7lz6zZHJyd87gufZ2tthXv379ATE67sbJDkGeO5x2ajRR7MCaOYIArI8hwy2D84pNlsEqU5URQRRRECBZoqsdJeIvQCpqMpTsVkZXmVLEsRVDDKHFVVeObKZfZP+gxHE8LARxAkukttBFI0VQIK8jwjCgPsikWsCLQ6Taq1OqPhDEEQEUoRXZFQJIlnrl7GCz0MDVaX2zx68JTFZMpqu02RFVQrVURRpt5qcHwywDIkMiIe3r7Bn/n8Z7j5psV0NqTVbtBdajAYDDjqHeNUakwoqDUMNrfW6HY7uDMXd7ZAkSRUXSGKYk56Ryz8GUEBesVm1TCZjibEQYoua4xHM959+33atRo126HWbJGmOUmSEOcFYpgyn7oEXsjF8xd4sH9Ep9vl4d37fC0v+Jk/+5M8vp/zxrfe4DtFyuVrl/lvvvSzFBI8efyEew/vEXseWZrguS7dpVUswyCgJC9yqrUmsiSzubHKN7/xHT7zuU/z0z/xM2xt71KUBfPRjKdPnpDmCboukiYhlAXbO9s88+Lz3Lx7l0uXrtIb9Hjtm39MmsXYtk6jVqVeqVHRTRBlYqHAcSpEof8DxfkfaZFqteqkaYSuOdiawh+9eQOtXqW70sEyVaI4pFpRsXWVe/cPSQWFT//05zCaLSxbplkz2L834a3vfIfbH3yApGlUDBU/jsklEcrTor8sSiimSVYWqGWBN+hTWRUZj2YUdoMP/+RnUNOc737ldXqPnnJxd4fnPvUsi9GUm2+8TZ4GVG2Naq2CLIC78MiKknG/x+FBD1nKMI0KRZHhhyFxErLwIk5GE5KiYL5wkQRAqBMmPkJZUqnY1GsOmq7gODpRHFBKMkVRkMUpRVkQRQnzxRSEkm53GcqMldUamimyurbDYOzzh3/0HQzDJtZVVF2l1e5yNOwzGHkYqkFZKNjG6cnFXbjMZy6u52LbJmkcsLa+hqKAQMF0MkYWJDRVYanTwI8iFBlWlzq4rsd0OqVRb7K6bDIZjanXbJyKgq5L9PrHNJotWo0WgpjjJz41WWc0mSJrJWmRUnFMilxg4fokaYKqKgRRiqWYaIaJVbHQdI1Gq0qWwe7ODvcPj4myHEvVCZKUwXSGZRi0mx2a84gHT3uUCMR5iqaKNOpVyrIkLXKKIkeVJSxTJ00TFElkeaXLYjxhNBwgtlvEUUitVmG53cCpOkynM26+f4vRaEqrs4SuSuiadHp6KlKKPOf87jpp6LH/9ABZBMvUeLz3mN5wgSYJXDi/zWI+pX90xNb2Jp1Wg8B1KbKUPJEZL2bUqhXOnbtErbnEvbu3mU5n2F2DOI5xLANREZFFAa1UWN7oUm80uHXjAx4cTjkefYfN9WWORmOyrERWFCxLJg9CwjRAyDI27Dp/6Sd/hv9+tGA+WECc8tEr17n73vvYdpXz53bwgznzaYR1tcWwP0dVoFqvE0YTFouAJM3prNRI8pzZbEFMgW2pnNvu8PGPPM9iNqHMczzPpdNpkqYFiqyiqhoL12Mym9PtdqjWayDCdLYgDDxEsSCzTlPAtXqdsiyxLJMoChkOR5iGjYCI74Z4nk+RnWYTqjUHuZQZnkyZT2aossD53W1qVYsHvR5xkvGpT3+SMElYzBfIMogU4AdsLHe5fvUSC3+MZel4foAkpCiCiDfzSMMAWXKIfZ/JcEieFJiaTpGlZHnOfOFT5AWCLBKFMbG/wNRNmp0Wj+48piCmTBNSLyDxYoKKhanpNOp1irLk6LBPq9kgjzOyTODhk2Me3n+KHxbYRoXRYMSX/+B1OptL/PQv/iTDwxOGgwVvvPWQyrLF7uXzvPLxl8jjhPl4ymg0xanW8AOfOIdGq0vqxty78ZBXP/4M660ljvf6PP/Ki4xmYzZXlrh35yZp7EKesdRZwnPnXLhwDlFRaHVb/MS5L1KxTB49fMyrH3oRy9IRDJV6zWFlqU3FriCJAl5ZUJSQeR5/62/99f9inP+RFimUkrgsKIuSwfGIVqdDdX0Zq2qTJCmaJNKpWxRRhqOYjIoFj+7vYdWnfPKTz5LHCQ/vPeLu7btIikSpSEgIpImLrujolsVoNjt1yVVrWIpCrdvFcyMe3xuxeeUKH/vMy9x66z2+/tp3KTODF194iWc+e5mTe3t88MbbpHnAtavn6azVGYyGFEWJIOTUTBPl3CZRXqB4Jou5y2g6wayYCKLKYHjCZOoxCzx0XWd5tYskQ5an6LqK7di0W01MUwVyEHMUVeTw4BBFVgmjkDxLsW3j+3bqU3uzZes4VRukHKeisLW5xN17B5wkCZIssqQ1GUwjhqM+nXodx7Jo1nTiKCUMIuYzFwSBWqNGFAcMB32uXNoliUP80MO0K4hiTndpg8l0RpQkPHqyj6pbuDMXSYQsS1lb7XLx0i6mpbN7cYv3PrhPGCSURYZhaFQqGo5VJfI9vEWAIkuIAgiyiKqpxEnMzrkdRoOAwyfH6JpCq1lFosRUZBZpTKVisXDnuEFC1alh6ybHwyHddpvj0ZTBaEqWn6auLKeCqRvUHAdBKDnqxeiyjlOxydIE09CxTR1JEBken+B5Ho12g7ptI0kSlXqFheeSZCmmbTEejajXGyx1WsiqQppG1KsODx89xKlprK0v486nxHGIqqp0lrqIkslbb99g7dJ5hCRlZXUVTdeRRQmxLJnNF5A/YW19mTiKePuNN1nd3OK551/goNnA9zxSSkRRRBZk6rUGIRJBGiGIAqIik2QwDiNqYYQoy6iahhcFLKKYxwfHSIKIXhS82NxgfaVL02lw8+573Hz3Ni9+8hX+w+/9IZPejJPxlOlowPnNHTTdIY4yJEREQUUQNCbTPkVR8uDhYzpLS2i6iiJL6LLC+fObGIbKfJ6jawaIJWmaoGk6YRAiihKe65EvfKKs4Ljf5+iwh1Oro5sGilAS+jFBeZqSXu52KYoUx6khSxJZUhD4If1en2azwyJakJUJShBxcHCEiILv+Zzb2Wb33Db9Xp/w+/WU45NDXnzlZTa2Nuh2u7x/8ybhcEY896jVKmS5d2qEabVo1i1kSeLu3UeokoWhquiqyuCkR56BadqoioqXnJ4iNcMm9A8RRYGC09YMVdNQVRWlkOg2Wzx77TJ5FOFYGrqi0DvpEycZUZAQGAmqqJAUBV5/jG5X2b28xUc+/iqqpjOc+aRCQWYqbD6/w5YoEyU5SXCagRARqTXrdNoNtrKCOIUSATdMMAyJMkx48uAJQRjxyU99lExW8JKIerNBGAY8efKIZrOG5EhUq1Wm0wmGbeLUWvh+hGHoRLFPo9PEaVTJi5J5EpCqEo8mc0r31HXthylKUqKm2Q8U5n+kRcqwTFRFI0lzesMRmxd2eeaj15A1jclwhmkr5POQt777Ad/91geMFiF20+FnXrpA3VZ5dP8x33v9DeIoQjI18rIkSmPSNEGWRTTHpsxTxpMZtlmlIGMwDVlME179yLO8/KHn+N7vfp2vvfZdSsnkUz/5MV78+DWO3n/IjW/8MVrdQFVgMBtjN3UMQ6UoQNEqaIbN/HhAWoJh27iej6GZWNUaRQHT+W32DnpEaUyj6eD5FmoisLTUpChTDo6OkISCVt1BVgUoM8pSodVu0u/1sSsWzVaDOA5OJzsIIuPJgjhOUFUNsgRD03EqCrW6zZODHof9AbKmIqo682BEVs4oJAnRDxiNx1RtG1GSmE0mCAjESYyEyHQyJy8z3IVHzakjFAlFntFo1Dg67uH7HqWosr65SeDOEUWBTrsORcB0PIaipFmzuH3co9NZotFokqcJaZxz+q+lIksCkiADArquUhagKCphGJCT02g2mU/nZFFItVrh3u0PEAybldVl9gcTgjSlzBKmizmD6ZQ8LTFUnbIsadSqtJq100K8IFCUJSsrS1SdKpIkMvFdNKVkeWkVRVSwTZ2HDx/gLaYoIoiCQRgGzCZTgjCg3WmhqSppnmJYNtUiJ00TDMukKDd4+uQpjWqNnZ0doiRmMBhhqjq+e8SFczvUKxUSz0UUROaTBb7ncfXqdWSxpHdyglUxUEUBz4846R0jiALnL15GkARG4yk3b9xkMRmjZCKFBBQS9w/2mS9cNFlFM0yQNUZzjyjon97hCzKfufoRmu0uWpnzxU+8gl61KASdk6Mhv/dH3+DKx5/nuVde5Ctf+Qbv3rhLnibsbFxmNJpx5+5TarZFzany6PE+C9dFUhTKPMf3fERJYDIZ4c5m+P4IVX6WPM/wFiMsyyBPC7I0Zj6bYZgmzUaDg4MeU++IDAHTrFKWMvsHAzp1h1rNJM/gyeMDAjeiVjNptupEQchs5p2epiSBo+NjGtUaplOls7bC4WGPNMzI04Rz53Y5Pj6kyEvW1teI45ThaMRrr/0x21vbfOozH2Vnd4sb336DJw+fsL21SZJ6OI6GoRt0ui1URSb0XBqNBnmWcHx0hGUapHlGEHhIikZZiswXPmGa0qi3WcQBcZEDJZmQsrq9gjuY4VQrVC2bRZLguj5aq8VsdnoCc5wGWVoSpiFJLrCzfZEXXn4BFJlHe0ccHhwzHIwpKcjEDF2V0U2TuRfgTmYkWcr53U0untuhUXe4cHEXWVMIwpjBcEKjWUeTVT7yhQ8hiaCI8NWvvU4uwTPPPIO/CFnfPIdpaMiKzHAyw2m2qDTalIJEEsXcvvsATdfQDQNNU6g4Nkt2DdXSySiYRDFJCV1DpCJCtgh+oDj/Iy1Ssihhmzq9oyHvvXeL8xcusD7cwGnaSLKAqsBXfu9bvPXdd5llJdvPv8C1l6+wcWmZIAj54N33mcwmp4Ep/76BNs2p2DaKqlJmOXGSIqQ5CAJJCZGbc+Wll/j4517gu7/zVV7747dQak1++ud/nGef3+b9195g8vAAsWYwmPYxVfX0rnnhkpcZtuOcpgnzOYeHPeIwRtZ16vUWkiLz4NEeg8GQKMqxrQrpLGOl1UZTFWzLwDFMJF1CEkokUSQnx1INKCUKAWzbonrhAmZFxfNclFImTWKC7HSkU6NZJ0kzJEEiL2UuX9zmpLeg2WgSZzGP944oihxTl4migPlcIotC1rodZEWhZdm0O02iMMbzBFRVYzicIKsyFy89g67K9E/2yXWF7tIqdqXNZB5SCArVSpXQdWk0qjiVCu5ihqkb7GwssbJ06jhLsxR/saBacVAliawooRDRFRNZFun1TrCcCrZtgyghKxqry2tQCsy9kDwv6C4v0V1eJkIk8GPsWo0wjBEFiVyUybMMzVARZJVa/TSdF3qnaSR3sSCMY2xLx9Q0wiLFdRfoUoVb779Hs9niyqXLCEJKvz9EN3Q0XUNAxjAMDN2gXm9i2zZPnh4QxBFwav3VTY1afRvrQCFJY2xTp6IaREFIbzikyBI+84mPEUcxjx8+ZO/pUxynxmQ0Rlc0Lp7fwrEtsiI5rQX6AbIocPvWbQ729smB8xcv8vwrL5NQ0np6yL33brH36Al5lOCYFrZmoGoaQZjgRx6mpLC7us6ltfOcu3SB8y9d4O5b72HVLXpJxMP9Y7JSYnB3n6Obj/jkZz/GW6/fIHBTLMtke3uX8WxBnMGVZ16k3WzR3djhtT/+Y06Oj5BVFUkWEURoNGpYhoZlqFi2TcW2eHD3PrKsYVkV0jTDMCxOjntUKlVsq8psOOTxwQGKbDAYTZBEAU3W8f0Q3ZBwvQRJmKMoMufOtbh39w5HB32ee+5Z1CWDxXSBadioukl3ZQ3dvkOnqVKvO5RCTpImHB4dY5lVALzFnCxLee/Gu5ycHPPSSy+y/Utf4vat21xodej3D0nzEFEoSaIAy5S5fGEb07BotZocnxwymUzYPneeo5MBC9dHkFX6vRFpWVJrNpEFhaQsiIIAxIJ2q0MceDw5eMpSrU6jXiXySmRRhVIijhIarQoV22FtbY3N3XM82Zvwr3/jD3j/zh3msym2oWJpGo5pYlk6qa4QqyqyqmKJMJuOOH5cEkzmlIXAeBywdf4c775zk0KEjy69gCgJCKVClqQIqki96ZALEmEUEmcZtUYTRRSwKga6IVGUJVkpo6oaTqXJ+vYSaR6TihDHEW4Q4A5jjt494qQ3oN8fMxpMUWwLwzSoVs0fLM7/LyUgfxLkSY6tKdzvj1A1BUmWGY2nCLrI8nKFwX6f7779Drpp87FXX2X71WusLeuoRc7R0ZDDgyMQQZAlsrLAVDSUukYSxyRBiKJpmJZNRdOhhHHfp9le5tOf/wiv/+E3ee/2Y6R2hz/7l36OF5/b5dZrN5gd9xm6Y+Iyo1lv8cz1C8hSDnKJ64UIkYEf5Owf97nzYJ+5O6NSsXEMm3q7y9HJhMODHoEXY5gmqihjVh0qDYNL59bIohhJKKlXTUSpwNR1irJAEqAsc0BCUQSyPCNJT0eQGIaBpuskaYpl2VglpFlCEpf0jnoIZYlpaIipRLNWo9WqohsqVcvBNkwWkynD3gDKEncxY2t7k1E6oFa1SNOE/YMDrj/zDFvbazRqDVbX1hmPRlSrSzCfookmb77/HoIo0KrZ2KbGcrfLdCYR+gHBPMB2HHY21jg8HDCdTBEKWF1eJvEiBGQcp0Gcxlh2DVXVSQuRe/cecdQb0qo2qTXb3Ltzl/kiZGNHQrMrRH6CH8yZTSakeUmZC0RRQp6Xp02HGtQsCwSBer1GlqYc93uUZYkiCJS1kjROiP2I+tYaWaIiAUkU0qw1ONw7II8SElFicDIAClRNI89zRFkiLzMUSSHPMvI8wTZrrKwu06haHB4eIQgF9ZZD6Ee4iwVFXjKbjGk2Gix3WgyHU4IgQJQU9p7uI5Oxub1G5MbkSQplyWLu4nkBrhuQpBn9/gg0FWOlS/XCNj/5pZ8gnng82jvg/q0HHO3tc3R0jJ9kFFHOYD5BnCckJx5337vDtePnefbKeQZuSM2P8GKP1Z1NsumUW2/d5C/81V/gyvnzvPn+O6c1k06Tx0/3uXDlOoUkU6oy1569zsMnT7n34B51qYKhnk4UcWptNtZWEYEoDnny9IjjkwFZlrOyskqj0SBNcrodEVGS0VSLMBd4+OSApCjQNJPZYsFk7mPoMk69TlrM8fyUPJNYLCJUrUaRD3GqNabTBZPRlMBIubyyie8lCKWIYZk4tQoPn+xhWhaCrOBFEaZ+WtPzPRdFVpEo+M43vkl3Z53rLz+DKiisbmzw9luv0203KYoSTVFotWqYhokolJR5hmEYePMF3mLGweGYRruDoVk4hoGiqkznc1RZxqzoZGQEkYtZtclymUKScd0Adz6nXm+zvLTOyWhAs7PERz72YSRB4jvffpvf+L1vEKQpUZKgaQqObVG1TPI4xFtEpLFK1bGpVW0aW2s0OjWePHpCHEQ06h1e++p3iGIJXda4dG0HVRC5ceMmW+vraKqKbRtcvHSRUoC8FNBXmkRBQJ5l1BydIIzw/BhBLCnKmMOjEUWZMp9NmAwGGLJCkQokgsh0PiUKfTZWuwheyP3HTxFkie5K8weK8z/SIjWfzNlaadI7HtJsdWkvryDKEmurdQxD5N2jAYkg8snPfpLV7XMopoqjCEz2p/RPhqfzzepVRp6LohnopUDVMuidnDCfTHGcKla1iogAGahyhc/+3J9h7+Yt/vhr30GvdfnFv/Il1qoqX/4Xv8F4NGYR+4imzt7DhyAW7O89ZqXbYGNnk7SQcN2YSFKQ211qSo16XqIVoGYlWjVlzV5lZugkkwVyXPKhZ5+hu1pnda1BHLjIkkIRh8RhgGbJpHmKJsmUlJRljiBKJGmMIohYpkmSnpoosjhD10yiMEaSJARBpCxyFEkm8QNqloMgSix3uuzsrlKr6uRpyeCwz8ZKh+lwwHDYRwCa9RqyUKKoGq7n0+/1cRcTHty9Q6fTRRRFHKdKtVrFXQQ8eHDEYd+jIKHqOKdWVM9HkRRKTWcxnREHMe1qjSIVyTid12iZNogClBLD0YwwihiOJnhezGThIisaGRof3HlIGKXMXY8oSOjPpogy6KZNKog0Gk0msynD+RTTdBAFmcBzmU0nCEVB6M3JswaiIKKZJkkUIUgyQRDjex6moZInMc2ag2lapHFMtVrlwrnzVGsNRuMRi9kC27aQpZLBYMQi8CjKgmrVYT6bAjkLd4o5U9E0mfX1LkVRUhYp1apNmrZYPHgMeUYWx2xvbVOvN5hNXb72lT9GFgUsQ2J3d4siy08/H6vK8Z0HiIJMBiiKhmU73Hv4kHzvhNqTY+5mOTWnysbyMl/6iR9DEUUePtnn/dsPGPV7rHdWuHhuC1PVEVOBWC6xFAvDcWhYJs9cO8+Dm48QMpPZ0wMEP+KLX/wUBwd7KKaBqhtUGm1WbQPNVLBqVW7evs/R8TGqpmFaOhtrKyzmLovJnIMCwjDA9/3TmYWtJar1Kp4fcHjQJwwTFFXCNA08KaVIC0RkgjBiOncRZYnZ3GcyT+kPBoRhyFqnjR/lvPbNdxj0+hiayHAw5dHDx5wc9qjVWnz8s0vcf/iIOE4Yzyd0l5qUQsncD6lU6zx4tEcW9bh68TxBlmCaKkkcMEtj/Hsekggf+ehH0D2TKM7xwxBVr5ymtmQFTVGYTecIAmyurxMnORW7gixNOTw4QTdPm+Adx6LT6tAfDdBQ0FUdL/BRSpUoTvnem2/SqjaoaCoPs6dsb2/xxZ/8cVorXab9Gb//O3/AG2/cwMtzmu0WtWqdLItJw5DJYoIuSYgiSKpC8H0XbcvWMKU6xcKlPxhTJiFyIeNNxrz0wlXe+d7bbGxu8f4b7zLqjXn+xeeQXIU4OZ2AosgCmiYy7Hn0+0Mc22Q4GOA4VWzHYOGOkKXTG9giTelUTCq6xeFBn1s3H+C0HDZ2tyhFWC83GAc+tmWTl8kPFOd/pEXK0DUooH/cB1FDUlXU78+DS9MCWVL5yEc+QqvTotc/5tLqORQgTTJu3Hifo6Mjds5v87R3wnBxgiDK1GOHmmWjCCIIIo1qjTSMCBcRn/+pn6MMQn7nX/0WQSbyuc99jJWuzb/7J/+Cg0d7NNtd9GqNGFhEOe/cvMthr8bFC+fIjAYbO7tUmw0oBLK85CQMKLKU0g/J3ATXn2KEM5rrV1AEkwoCTVvGsVRqrSo5Jb29Jxw/fsB84dHQTk8yui6j66fd+Jp2OikgL1IkScIyLSRJ5OS4x/G0R73eQFYUnFqVOIrZ2tggSWSeHvYJ44Tjk0OyIuDyxR2KNCdNUgaDIaZpQSkiCiWSVGIaKgeHR6ysrCKWLdI85uTogDILERCYTD1qTptnXnmJH/vF/4bo3/8h/YM9VLVCtdIkDnN0/XRwaFzGHO0dU2812VjrIhs6c9fj9p07JEnK+Qs7lIIMgs5ikTIaB0xnAbKW44UlomIxmCzI8hy7UScoQUpLsijFz2IU06K71EVUdNxFiKHrhP4cVVPI8oz5Yo7nBqd9YeMxSRRy5cIFAGbjEWurLSqWyepSF0lWiMKEwA2RJRlN1VFVnYpzauwoSjBMi+N+n/liTrNRo9VuEEYRURixmM9otRpYlkqa5aRZQVlkKJJIzXEQRYE8K5jOJkwnE3StQqVSYWdjHctS8b2QNMnI0pylToNOs8VwMieOY/JSwC5ByEvqjkNDM3l48oj9pwe4YxcpU7h09TIf/tirvPKR50mTjDtP9nl48wlHd9/DC0OMpsnWuXWumOdYV2r8t3/p5zh6OmJ04zGj929z8/UbPP9jH+XytUv0TwbIkkRnuYuqS5RFyje+8S1id069VkHYWmdzrcP25tqpYBwd8+DeQ0RRJo4TVleXMQ2VWq3BYhYyGrs8evyUjY1VdncbHPdOGE0WbG1skosCt+4+gLKkQEDXLOI4QBBVVM1AVkxcb0ScQKfTJEszZFEliQvsSo28FNl/fEjv5ITdyxvMFgt6wyEP7u7hhxkZArooYRkGzbqNZZmIIgRhSBAEPLp9l3qzydLyEoKksHB9DF0lF0sqLYsiy5gtZti2zXyxQBRkVlZXEWSb771xgyzJ0Ss6RZZQpBmCAIPjAU6tRkmBIJeYmk5cnNavxIpKmS34xCfW2djY5Hd//+uUecZoMiXIYkRVw/UWyLGEqkg02w18d45Ugq6oqLJMxbaRRJFe/wTHqdPtdDBNkyTOufrM8yyvbPDVP/gq+ycnvP3mO+iGTb3ZRKuYHPdHyJKEWRpohkqaiOxsL7O5sUQY+ExHIyxNpYhCEneKUTXRxJKx55LrFo8eH5AnMoKg0G51KLOM0WxGGkOQxvSPppRp+gPF+R9tkVJ10ijFdyMKOSfNY5aX1/G9kJOTAZZtQFrywQc3qbZqNPWScBxwdHTCk709DNvCqBjUnQrD+ZyiLDnp91httFHSnLWNVXYu7jBbBDx38RkcU+d3/+1vIwgKL33qQ1y8do4/+sPXSdQK6y+8zPnzu7S7HdK0QG8vM5j3qDo2l158nitXtymzlDu3HvLeW+8xOOwRlzlplpFHMXPfZzpxcaMYFIG2XWNjqYNQhDQaDqvbq1x/5hmevXyVdqPOkyd3sPSSKAnIiwxZ0lAUmbzMEUURRdUoy5IsT4nCHE3TydI5eVKgiJDGCUeHPUIvY2V5jbkbIcwWIEukccadW49o1GtIiLgLF1kU2d3ZRhJLNEWivtRBUWQmkwmeN6VadQh9F3cu0em00VWB2aTPN7/2NXZfeon/0//hr/GVP3iND27e5Mn+AEspOL+7SaVi0um0uf/gLrqtYDgG9UaFNE9YX+vSaDQRJYX33r9JEOWIskqclVRqNZKsIM18WsurqDLM51Oq9SqCWEJRUAoCQp5gmzq+HxAEPqIoMB0PSKKIohQw1JI0zSgyMCoCVq2GP4jpTYa8uHaJi+euI4sFmiYRxim2rGIYFr6fsFhMOTj4AKdm011ZZjQeMxu7dGTjP7ogEQSKPEcATve65RRFiqlbRElK+f36kmFqtFo1slzE0E/XjDi1Or2TIYgChmVhVw2CJEVUVbwg4uDomFazQZLnpEXG4dMjijiFrGQwGLK6ssZP/+TPMk9ztIrOxuoKWS7y5o173HjvBpcu7LKzvsKxYfLu7fvMIhfdUvju69/j0tYmv/p//GsIqs7+wZBzu9s8/+pzTN0pgqpy/cVrzL/yXUpKWm2HB0+OON5/zEpDp2wIxIGJuNlGkkpKYkSxoFF36J2M2H/aP11ZMlkwFgv8MObatWvsH41Z+DkFKrdu3sGybBzLIUtTwjSm06ziBxGWaVFkOWUasra+iiiU3Ll9F00xaDUbtOtNAj9h4cb0ex6f/5lneHI84u7NB7jBmEIQyIsIPwh57plnODw8pj+ZcWF7kzxPcBcxWRLQbDRQJIEiz1Bklcf37rO0usyVa9eYj3rUqwZZdHoijOIQSZIwDIMyiPHDmJzT+mdRFERBjF21ybOcNI4os4JBb0jqpyiKTMACXVERUhBFhbJQWGpvcm57l699+XW++rtfZ3W7gxf66JZJlJyaiqIwJk0FVFU5zbIkMUVRoKoKpqHiVG2KoiAMAgz9tFXj3PYulWqd1775Hfr9HooEiqzxhZ/7MUrdZO/ggBtv3uDi+XNcqJ4/7XELC1LLIssSijThwsVdbN3gxo03KMjIshhF0fC8jLwUWN5+juPjIXu3n3DespnMx0iSyvG4z2Qyo+o0iLP/PzBOIJxOVkCEtY1Vrlzdoigz7t47RBFKsiDkcO8QPy54/uUrjPdHfO3LX2McTAliF92sULENNle7WBWTR3sHuLmGnOaMDgeMDifIgspnfvKzqIrIb//6bzCcurz8mU/yY3/usxyPZjz3sZepfX/IqFzkhEGIS8GHPvwMCNep12rYMnzjy9/k3s07HDw6IixjFENFVFWSLCejQG9WKeMUx64gCSKqJiBXdVRdJ4kSAn/B3dvvspgN2bpwkZc/9DGe3rtJVhYkaUaS50iCQlkKUOZkUXa6A6soCcMQx67i2CEiAqKoYFsOAic8ePiUR3t9ussblEgkWYZt299Phy1oNBp0u11mkyllfmo4SGKfakWnUbcp8oQ8j5EVGUkWOTw6Ji+K02Jq1WI0mPDwu28QnzvPT/3Up1lZX+ad19/EtMTv912N2T2/xYc/+iGm8ymCkLGYDXFsgzytMJ+NEESZzfVV/CBiMvcJNB3dMNFtjYpTJU9zVEWk0aihKjKCmJOlKUVRUOY6pqQjmwpFKbO3f4znhaRhhG2YUAhsrG8jiAWGqeL6Ppatg5CzmI9oVgWWl9dY7nbI85xmtcFk4uG6M9rtDrIsoWoKRZ4xGAzZPzwmiAuK8nT6tzsLEOoCpqUTxzCZTMnzDNOwEUWRIi8oioxqzTnt14pKhsPpaauCKCMKMlWriuf7GLZG5HqcDAckaY4tK1hWhVq9Rr3ZwrCq9A5OWF9Zo9Qq9AYR9++/zcXndtmsWNy5v8cf/NG3eHD7Nu5ijiqr/MzLH+PHf/bziH/tz/Pv/l+/hbuYoBsmmayCZrDZbPAwF/nD/8dvYO8s88lPv4pally6eolCUNDqFb7y1be58cbrbK2ZbFxfwzAsYlVFREDVZOauy/LKMsvLG1SrbXz/m0BJIQiAhKyaeEHCk/0jTNuhUqvT7wWEac65nU0W8wXHd+9gVCwSUYSiQFEENFU+/SrLGKJDq9mk1qhRdWrsPd5jPItpdFbY2N7i//nPf52jwwO2zy0zGQ3pDXvsntulUqnQabXI8wzLUE8ngiQpS901DNNgMp1i2zairJFHCSdHx2xubfDQX+DYFoKlk6Ypkighy6dTYZrNLq7vcXg8wLYtFEkiygocp8Zx74RSFIjDDDEXiecBlVqVWs3m8tXLjPpjjg762LrJc899mPdvPObrX/06o/GQMFuQFjmirJFlCYNRD0WW0VQFTZHothooho4sigiC8P1G/hBJBEGUUYqUpe4SlmVz4513OXj6mKLIQTw1Qbz/7nvMfJ8szfGmLqN+n9X1JSzHIYhiCkAzDOyahaaJFGnG9rkdBsNjFvMxeSxx/tw1DocL/vE/+Vc8OjigXa9Sv30fUxNxJy57+wc0m22Wuis8vvfgBwrzP9IileUFeVnSbrV49UPPIUsyQRzRatbJPJfR6IRKVef569dZWmnwf/vv/gnfe/dNdi9v0Vpu0647KJJIp3rqWIuLlMXExygU5HUVw27y43/mJ1HEhMMnj9ErFQxsXvncK1RVgeFkzJM7j/jO4TGLiU8YRICMZek4doVas4pqaxRFxqg/Zj4vSI0aWepiyDJZnBMmMUgStYrN6obBeDhAEUXyssRPY+KiQBcgThOiUODp3iOOeke88sqHePHVTzN3h+w9vct4NKZa1VA0BUnOmQ6HGEqOVdXRdJPRYM7weMr25jaWYeAuArZ3dtk7mHN4PESdL9B1E282x9QNFEU9bbwLfKI4pNOs0a7XSZMAw5DRNZkojhCEEkVT0U0DVVGRFY0kKUiTkFBImC0m6IHPbDoiilyef/lFLp7b4ODhI/Yf3WM8HtJsz2k0a6CcDr2VZJk8T5mOB+i6SZyk1Oo26+vLLBY+v/nbXyXOBSq1GnlZIAkSoqnTqFdR5FOxGg57xEmE56WErodmmMxHY3rDEQt3jq1q1CsVTMPk1NZZkmU5mqZCWSCUJXbFJghjZl5AXgxYzBesr+Yc7fd4ur/P889f49y5TcIookRkaXmF4dRlOl8Qej55maNqCtWmw8rKKrP5BG8hkaYF88WcJE7wvRDDsMiylH5vTBCk9Pun9VBNTTje6zM4GVKtnrYp3L5/nwyR6XzG+dV1RrMp7WaThe8hieXp2Cz5tDcHReUTP/9Jbrx3jw9+7V0+/qmPUDF1BEo0RSZNU37rK3/ErYeP+aW/+mf5lb/xl/i1f/vb7B0d8+TwkG9+63V+/ic+z3MfusYbb73Hmzdv8XC4zy9bv8jzL16mtrpEbzzm9ge3sRWJq7vraHqJSEIUeuRpjijLpy5MWcRxGhwcDWgvdRlPZ4wmc5rtFppZ4fW338ONYubRkLsPnxCGLmWe0V1eRjN0qrUaiAJpsqDi2JimjmGe/q4AWq0ajZpFkiXMXZ+T/oJHez1+6md+nNFoQhF4XLm2y6sffo7333+H7Z1VkiRj2D+m1W7jVHWSMMRbjGl9/+ZDkATKsiCOI4S0YDobUCgi62tr+H7AQirodBskcYzneVSrTRRFpdfvU3FqgMBsuiBLc1qNFpZu0Ov3kWQJw9RwLANvumCts8vzz1ylsVRnueGwttTh1Vc+jSJZ/M7vvMZSt4JT32Hue4ymE8IkII5c1pY7pwYTTaNiGdRrVVRZIs9P7e2SIiHIIrqmUwowW7jsXqzyh1/5Cvb/8PkJAmGaUSJw8PAxTq2GN5shiQqe73Hn1l1e/tCzZGHEOInpLrcI0gJFE5E1hc2dLVTd4EGQo0syrpvwve+9z9OnR5AVJHnO27fuYEoCLz/7AnJvQF6UhGF0OpnkB+BHWqQ0TcOuWnzsMx/BcwNufnCP51+6QndlmeGxyJM7C4xmjbWdZQ4e9Png3gOGcYTU73N5Z53ZfIKlqxRJxPHTJ6iFyFKnzdP7+1y99Bx//hd+luMne7z3xrvkmsrKletcv3wezVB46/deZ//kGC8X8LQ6zvkuz2yusbzcYdkxsG0NWRGRkNAVlbTI6Y9DnhwN6Y9OGBwesRj5jGZzpguPKCgp84Qkyoi+v/RN0RV0Vaaz2kCp6Iy8BfPxhGbV4c6tG3TabWRZZ2frOXZ3JSQ5Z76YYFoqleqAw8ePKUIBWzZx45A33/iAo8Mpn/nMK0z9gLmbMBhNGU0XRHmJrurkaU6eZ6iyxMbaOgtvwXw+pWYapFlMreZQ5jHufI6iqCwtL5Ef99B1gyRJUBUdQS0RhAJJkOkudynKAlWQeXznA457fZ559nmee/45/IXPycmIMCiInYw8K1AVjTCOiJOEarWGomjYoogong44rVdNnr++y1vv3UOWZSqmjqoqCICiKIhlRhz4BIs5RtWh1WkiiAqu50Ees7rUpcxTbFUn8EPEUkCWFHTVolqroxsqTafFxkqHc5srmKZMkqaICNiVNoqqYzczhH6fuetSc0wQBPr9AVM3pNvqoigah8HpPrFqo46qa5z0T1BUiYuXLtLvnaBpOkUOspIjijKmZWFZEbWaTRTBfDbn3r0n7D3co6LbOE4VQZdwag0ePd3DMi2effYaaRiBUKJrKgdPDlBllZnvMxgu+NiPf5Y3vv069954yGh4jGlW+eSnPsRnPvw83/n2t3nnvdss5ICnvT3+yT//F/y5n/0i//v/9pf4+mtv8OXXvs3DB/tM5z57wzFf+AtfZPrPfoPlpSbNVgs/y3EDn5poYlkipiATBgvsioWhqwgIJEmMmOVIqobn+4zGPsPRlOXVdZzWMkcHB3SX1sgKgayU0Ewb1/e48+ARXuDSadSZuwHuYs5wNqekJMoSDMsiTVM03WThLlBVleWNDWShYLLf59b7H7C3P2Lz3AUuv3CNt7/zLZY6dao1jXrd4vqzF9F0g/FozJuvv4WmCTRrNfI4p9GosLrSIQxiDMNAVRQkThdwBmHIZDwlSVKuXL3G00d3iaOYktOTSpIEuF5EnpVIooxlODx5MsD3I46Pb4FaoioKgpiz1KjRskySMEaWC7Y2lziZntDpOly8tEOW+9y/f5PNnSrt1g7j8Zjj4ZjL2g4n/SGDwYRmq33aMB/FFEVGHEdoikVWZMiCgGnb5HGMH4Soms65C5fIJRHX99AUkSxPqTc7GEVOlhd4noe7mFGtOZwMB0wXC+7cuUUYeXz6Ux/j1u3HBEFAq90kS3UqtkrgR0iqxdWrzzIejPj1f/c77A+PWd9ZwfddKjUHUZNw51OORwOMikOR5rjugrXV5R8ozv9Ii5QiiYiyjFkx+ODWPfIkZzb2oQBVNkgLjdVmF2/k8fv//o9wvQBN1wiDhDBO0C2D/nRG/6SHZVrYeoW9R8esttf50k//OEcP9nn6+AGrF3ZZu3IRea3NO3vH9Ecztl+9wotLH4GiYOKGDI/7eJMZh++9x6NgjkiGUJZoksrKUoelrQ02t9dpVaqEZYWK+RKCrDP3E0ZTFzcMuHvnMZPDKScnA4JsiCwJCKpMEGbkhCRRTtXp0OzUEYSSx49v0ekuY1gtpoMJzYbDfB7w8NFjWnWLrc0LBLM5h08PmE1Dxm7E4a2HWPUK9WabvZMBGRJapcIiDMmz06WUkqyRlRmDyZj+YHg6NcFUEBQBSZJ4/OjwdNePZZAXnKYUyxBJEqEsESUJ9fubho3SpOKYZEnB/ScHjB4dc/O9h/z8l36WVz/5ESYLlyBYMBuHTOdjak2HNE/x/dN5hZIs43o+zVYNWRJo1C0+85lXCNOE8SJhbX2Fg8ND/CAkzzOWm01MzSDLSlqNZdxgzny+QBJFVAHGR/sYgkLLqaGpGvVanYsXLrO8tIms6rjejDhe0KicGiKCMDpd85Akp7ucJI3W0gqrnkdeRDx48AjDNFBVAxmJBw8ekBcClmOjqgp5UX5fhAySJCIvc6q1KoP+EKfi4FQU5osFtr1C3ixJc4ml1WWCKGH3/AU2Vzc5Pjim2WnjRj6UAoZuoQgCclmSAIPhANuyMWQFpWLwu1/5FjWzw7//v/9LVs+t8+FXd1ha+giVlTZb20sstSq88uIF9h8dcued+9y4c4+bgz3+zW//Jl/6sR/nS1/6AqMwZnB0QholTI5mrG52+YW/+DO0aw2eHgw4OBnyzLMXoBC4du08s95TsjxjNPARGxoIMp4f02zaNFotHjx6i4ePjigKhTgtOTwZIQqQ7h+x8DzysmDu+4iiRFJCWgiEaU5/POH46BBRkSlF8MOIuw+f4M4Xp+5UVaXTbVGvTahWDYaTBaZZ5dlnVvm5P/fTHA+OGQ8H7G4s0+5W8MI5k/EQWTnta7twcYs0yRDIWF9ZOk3ZaSqGbiCKIq67AEFgqdMCThdaHu0fsraxxnTm0Wk3se0Ko/Ee+wc94jhld3cHSdJ58nifp4+PWequU2800TSVRu10B5qhyWyf2yTLc7z5lCjzsSsGjXaVPAs5PD5kvhjSqDtMJgPG4zH1mkUpQL2moyotRuMpceCiaQYb60vMpnPGkzFpmqEoCnleEEUhtm3TaGsc9vqs7+7SWeqSuB5JmjKdTpi7LmlZIssKc89Dd6qEacrcnRNELh988C5bG+voiswH737AxuY23ZU2SbOOYWgYlo6QZexe3OYTn/ow9/7pv0TOM2o1C01TcV0XsZToj6cYqk7ieWiyTLtR+4Hi/I+0SPWPTmi1azhVg0ajhjcLScKEUJF5enJMpd5i7fwub3zldSaDOdsXLnHv6U1qdpUwKgi8MdVKlWZ7EwSBUtJ47sOfoNNdZm80ZjQZ8sJnPsrquTWQBOIi4+OtKtF4yvzpHvtvvMlsvmA29elPxkRhyMPHh6S5gqaeLgEUyLAkEbtisr25ShjPQZDodpZYWV9lZWOVmmFStw0ufP4lZFUnKjLiKGbsBxR5zv6tB9y5f5/UBaPeIIoLFn7MdD5jPJ3wzHOvYNkyd+/d5trVa4xGPQ73DiEtiaKM9z74gJOTCYrTZjCe8M137rO8tEA1TEpFpVRyKAoSIPQCBEmm026wcF0KREbjMRIJ1cuXcD2fyXxOt9Ol1eqSJDF5UZAVOZqiQSkgKRIVp0KeF+zt7zGaDmm3uji1GkgWQqHznW+9Sa1R42Of+BBf/u3fp9fbY+7NuKifo9Gs0mi0yNMURVbJkhRVlJFEkfFohKKYPP/sZT64+4SN9RVc12U0nYIgEixcrl+5xIWLl5AVg8ibI2Ul/jygVmlgqWNU2eD6pSusrq0SJwW9kx53b99l4Qd4gY9TUakYMqIIrZpDpWJz6dJF5t6cO48ecTwYoqsK13e3KQWRTreLuwhZXW0SJzlBknN4coSUwdMnh0xGYzrdFkWeoIgKG2sr5OmQyXiKIEG71SGJE8Iowg8S3EVAEkfEccr66gb7R4ecDAeIosh4OKV3MoIs5uhcj+7qEpapIckSFcfm6eGQyAupdRQ++9mP88ynX0KSFJ7uDXj//Q94843v8MzlqyzcEF2R6T57nl/4+At88vCYe+/fYrGYolgyf/EXv8hX/+AbTGYzmksOb777Ab/wS1/kwd09/sNv/gFZmtCs/CK7lzdZ6SwhJjOUIqaIM3rDGVlakGQChuUgCDLPPvcCUSxw5859LKdBvVHFD0Jm7gLXD8jyEkkRqNQdyhzSImfm+Xxw7z6h69Fqt9BNHVUxmC/C00J+emo8GQ3nPH1wgGXpdJeX+MzHP83Vixe58cEN7j+6jamK3H94iyDqsr29xtbWJr1ej9lkyubGJscHB5AW1KoOlmUzmUyoVhvIsoJtmpSC/P3tvQUyArPZgrUtmfHMY/+gh6W7TKcBqmLhulMUxeDpk0PCICdNBN5/7w5Xnz2PU7FJ4pBgHlPVTco8hTzDcSy80EVRZdyFiyiKWIZMt1lDEEQCIcawNXRNRhDBXu2SZtDuttjfP6JRbyArMvtPpphmhawoKNKU0g+AktlswWi2wKxUOHf9KoPphP7TQ9rLHTz/+43kgoBlO+QF3Lp7j0Xoo6oqg8GAbrvNowcPePb6i4RTn1uTO1hODUU9zZwgQZ4UCFLJxz/+Crqg8o//2b8gRaCMC7RMxo8TeukURRRo2hYVx2buLn6gOP8jLVJ21SAtS/I8w3V9ZEUlz0rKUiSMEwyzwmKWUuuu8PEvtJllGdJbBjIFcZ5RyhKZULCyfYkrV05TALKmYjkmse/zwqvnsU0d0pLRUZ9v/uFrDCdDxl5ArdrCtkw6y12uXmvxYUNjmsR0jg4QJANFkIiDgFlvyMmdJxyOR5zcfIBliFQtk8HU5c7DpwRJjKDIVJ0GFd2mVrOo1iu01jZwVjqYtSqdH/sYlz/8HMHJEDnOWLgTNAVEMUMUBJ4+2afVbiDJOvfu3efShSu89/brPHryhLuPD1kkEXtHPexam1KzGAUpxSykJWtYtoUGCKpKHmVMhhOCKCTLT4ehypLI1tY2qlhwdHSMIkqsrm/QarcQZZGizFBFiTSDskwQRYk4DKBI0TQdXVVory4xHo1IEh9BUhlMhvjzAOH3Rf7K/+YXuXj9Kt/4ytdYWlnFMisYmoGiKPhxwmA4oixAFGWKHIpCJIoDdE1na2OV/skhS90uQZIymkzw/ZCnR0fsnNti+8I6LzaeRZEk+v0xx4c9Nja2EQSNW+9+wAdv3kDTNERFRjU1ms0qyCWKCoVQYBkGG1vriAJ47oLBoEeWikwmc8SyxBRFlrs1DNPC92NG0xErG2vM/Zh7jx+xtbEFQsbduw+4d+8A29Y4Ph5w7eoFFvMJmiajaTLLSyukWUoUxrQ6XfJ8TNLJuXf/AU7VQVBk7t17gG3aOE6NgzfeRSxyHu7v01xqkGdw441bOE6dMIz5q3/ll3jm5euMU/gXv/NNbn9wj4MHT4jDBY4q8uDGIzJBIolS6s0aH/34y7z6iZd55tIOQZISKyIoAl/86c+i2RpZUtJYbWIaCqoiIlAwHvT5V//y1/nf/u/+CvWqwzuvD1CLBMcwaSwvYzl13PmMh/cfo+gqumGxtbFCvebghhnBrfvUah0Oj/uUpU4QJRhOBUVViJIMWVERS4jSjEathmXoIApESUHsx8iyjKYYbG1usbm+SppGXLt+ieWNVSLX5xvfeo3x6IiOZSDKJaMww/dcbNNC+X6dxp15hF6ILKlYpk5RFORZRsWuEPgesqxRrzWYuj5OtcrmpsjBwQmj0ZxSkAijnMdPDtlc22ThJYwHQ9I04cGDp/R7Q27ffsjcTXG9kOOTAZoOuq7RWF6l5tQQKciygkLIyYuCcDZH5HTCfx5nBH4E3x+iq6g6vhdhWRayotLrH5OkORtrKwRBQJxE1FoN5vPTafGaYZFGCYHvk+YZRVkiqwb+wmc8mhLHMYZpM3E9BFlGROTp3j5WpYLn+0R5SpZpqLJIs1knzzImgwFXLlzm9//wG0wGcwRBRpYEDEvH0JRTp7IqsHv1Autrm9y7dx/dtJBkjRoCbhHh2BaOoZFEKYtw9gPF+R9pkao3HNI0RZFF6nWHycDlYH6EH9SwbBt/FnJw8ymdRhuzJVARSjb+/C9hmSJ5GqHJMnGa401j5KxER0SWoVVVsRoqqRdy++373Hr3Hn5/xliMqG9tcrnbxDF0Yt9FElKi4IRgkRGEMWl/gNOooioa0cLjXLvDs2u77C0GRGVAvciJJhP6owGuFzGYT9FME92pkoQBx9MZxeMU7Y230TQTq1VjqdVgeWWJS9cu0mrVMbTLFEWBrEKS5EwnY3q9IaZd58G9e1iWw9a5y9y6tY8bQalZbFy8wu3b99GcKnkJvfEUPwpxqhaaZjKZzjFVi62dXcQiI0ui09qUoiKKIlWnwrB/gqlqtLvLCGKBqEjIpYppqszns9PgIoJlWacjU/IMu2LTaraoN6p0ltd4/85TgrRgPJ3w4OFj7j46YOfqBe4/uI9TkVA0icViQaNeR0Akz3NUTUMQBNIkI44S6vUqSZ6zsdZhNlvw9ltvkksaWZEjigKPnz5lf3+Pt996j053iZXVZTY2Nrl0/RrXX3oOTVPptpo8uHWfk8kI3z9NEU8GI/SKhWHqkEc06g2m0zmTUZ9GrUGWZWiaxebyMv9v8v7rSfM8u8/Enp/3r3fpMyvLd1V1V3s73eMHGAAEsaRAgAuuyN0QFaGQFKF7hXShP0ERCmlXEne5IAkSGGDAGcxgpse1m/amvE2f+ebr7c87Xbwt3nJupIgJVkRdVURdVEWe8/uecz7PIysilqFQrldxwwhF16maDvcf7XJ80iUIA+benO3NLaIgoXvaJvQjisUaw7HLdOJy9szql2iYnCzNGY0G5JJCf9gnTlI2t86gahqbZ7Y4PDxhdWMdLwjZPHcGQYBHJ21KOxWSWOTTTx+zvrnOd//pH6FoCn/50zd5+6PbdLpjCo5DLPpkBmi6jJ+4yJrGhUubvPa11/DCjHe+/w4hPvZmhc2zZ/nVD9+hXq3ynT98g5KlYYYmn3+yw9pSjT/5k9/n+9/7IUftDt//93/PP/vnf8jW5jk+/+ADrrx+ncvPXGfn8JgbN25hqjrd3ghZnlIqWiy1qjhBzPGxxaXLVzhz5gyD3ogHD3fZ6ZxQcBz8OCLPBZr1GoqQ4blzzDxBThXqVpErm2dZWd/ANDW2L15gdXsJPwg5Pjnmw3feoWgr5MmApaqFlC2awKVz5/ACb0EQ8RLiMESRFKaTCYEXoOYinckcQRSpV6sgiAwnA+xCCUPXmE+n5FlOgsh85DIKY1w/QYwCHj3cp1gsYug2w/4Rne49JrM5rhuCJCNrMlGw0Gyo9QJGoYDn++iKhJCDaZkoskgiLk7KVUVFNS3mno8k5Hi+R7FUwBMC8izF91xERI6Oj1helRgMJyiawTyM2Tk+xnGKKJ5LEiZYuoZhGrRaLfZ3Djl4eMBsNMU2LNqnXRRdo9KoI7AI0Suail0pEoQefhDgxyFzz2M2nDAfT/j6136Hs+e2eP+dX1PbXOby5fM0aovrxKKlk+QZogznNrf4/MNPqRTK6LaKEQUUYw1JlZlNJliaQln4L0B6GEcJOQFjP2RtrUUWSXQHA+yyjefN2dl7RL83omAaVDc2mPsJkilz7sI6jz+4gXfUxSPFrDVpXlrlicoGNdsmnYXc/OI+u3cfc288obmxztlXNtlKQ27eusP+ZzcR45gg8Lh4YZ3NzTpZHlHUNdYskd0Hd7CcMoPTGe8//BWSpGA3ymyeWedwPCeee4iShqSCKKsYpkUipiBkBImPmGZIhoSbTMmHMYd+j5nb5fjoPtVKiWKpiCZrbJxdp9ps0WxVaTWXCNIcRdG4+fktXnjxWZbPXODdT3cZ96Y8++LTDEdz+qMpteUmWRqjiAKDwYjdR5+TxhmGafHE5QusLzexSg6KLNKoV1BlkSRJKJcrmIbB3PMIQ49nX3qRvb0DOoMhIgJZrjDzEqbZHASJPMsJwoDewKVctonClN2dAzrDGX4SoxDzznsf8id/+g84e/Ec49EhlUoRIQPLspmMJ+R5jqGbTCZz8ixD1RT8MFqc2EYBjUoRUUjpdk5RVAUxXziGNEnH0FTiMMSbhwzHIW++9SOO9nf4yusvsrTa4tUL36JcKrN7/zGf/vpTbt+6SXfQp1ItYZsa3U4Pw9JAkBgOR1imTbVaIEkykiTCsnXW1peRRYlHj3Zw7AKSpNDrTJAEFVPTSbOIcqnAdNhDUlSUL6/qDNOi0VpCV0XiJEFAYnP7DCcnA9Isw7AMyuUKjx/tMxhPUS2dWMjJVJBMCUWziGYyb717k2qhxEvXn+Frf/S7/Oj9+9z7+JegpzSKGn4oIyspaS5xobHMtbNbOLrBuYvbbGxsYFaq3Pj0IVefuEB9rYJaMTEtFfnV55mMZohBglmwCCSRd37yaxyzyNNfvcr/9n//3/GzH/6Kx3ceMhlOePa5ZxiPZjS3ttk7bPOTH7/JfDbm6uWrvPbkM3S7HY4OHxPEAZqmYNsWlmlz7tJVhv0RX/vmt/kf/t//islwjCDkxDIIQoacpaytrPH0M9e4fPEC1Wod1dSYzjyGgxH3Hzzmpz/7OUE4RZagqInUVzex1CKhG6BIMpPJIhgdhCEfffgJ5VJxsTsVRQxNR7EkptM5abJ46cxdjzwXGI4nqIZJEkVEacTMjRmMxjSXCoRhzGg0wVZlJpMRkixTsGyuP3kdN/QYDMdMpi4n3T6SqqBrGn6YkKQi/eEYGaiVHcolC1kSMA2DJI6RJJBkkShJqNYq5GmGHwbESUyWJ2RphihqGKZDf+TSGe/Q6fVQVBNBlkiRCdKUWIAkDbElHcswkQQRL/T5/n/8Po1KhdhN6Zy0OXfpPHM34OhgH6e4MD+rqkaWywRBhj+bM5/NsBWVk/Y+t25/xje++RWO2n0SNadQNEmjkH43QGs1MI0Fi3JtdYnN1Q2SOGPoj5ElAc00iF2Pkmbw/DPXef7pJ/hXf/l/+8/W+d/qJhUEHq1KkZOTHltn1tBtjTV7hbXNOo6t8dILF2hP5yiCgG1bzMKE2I2xNJFW7bXFfFeTEVUZTVchynl8+4ThYE6lUmDr+Sdx8oDRYMS416U3maE5RZ56aQU5DKkUSjQbFlHSp9tug5BSLzvc+2KOJdtsrCzRHUwYTz3GnSEdJERNQRQz8nSxx7HLRQrlMrkAkiBRbdmYusrB0QGyJLK02cIPZximim3pKGpC6A3wMxG7I9PvtEmTjDRTWN08y7kzm2Rxyr1HO1y+dp2Xjn1++c677D7aZ3VpjTQ/wp27FAoOQpYSBAmt1gqCwJfHDjKTyRhDKbO0vMb6egvylHF3yGw2JQhCJsIcz3MZTz3OX75G97SNQP6ldkEkTlIESUZAQNNUwjBkMOqz9/CQONPISVhbbSLJIlkcMewOWV1bw3UHC3WGqCMigSChqiqCKGBbBaIoJEkyfD9HlsGQRYoFm6efvMrde7v4Qcg88JFEDce0efLpZ9CLFdq9MT99511O2m3C2Yzv/c2PQM4xLJ2Xnn6WF569zn/zz/8R7aNXefejD+kP+tiWiaUpZFGEP5vTO+3gbNqMx0NOT04xLZ1Ws7j4O72AyWTO4eEpv/rFJ5wcj7lwbp2NlWVGoz6BH3BmY5XJbEKWhDSWa2RZQhB4pJGI5ThIksyDhw+ZzhaFyDBElpZbjMczHu0cUGo1ubf7GLNgI2gqmSoyiyPWW0v88Xd/l/XLZ/nem5/wgz//W0pllwvXt+n2hwhSzrDdZrlY5n/5D/6Q115/HkkWyUXo9SZMR2MEXeCj0z2OP3mPpUaNYlGn4jg4RYOHjx7jTWqsrbb4xuvPcrLT4/v/w3/gjW++wrf+4OuMX34G27aZzlNe++bXePDggJ/93Y8xtBzDsvn81j2CTODb33wN0zbp9PbJ0wzTsLAKZZaWVyhV6ww6I771xjf51Zs/x89DWssNLl66TKVe4PrVy9SXKhwej/j7n77Fyckx7U6P+XyOOA9YbTg8eWWboqORyymkc/IsQNUERv0usqqiKQZhlJJlGYKgousKtmUyGY2YTqZMRlPK5TrlSm3xYeN7qKq2MMkGAXEikiQCmqKxdeUcUp7hui6hC/PZhIJjULQsXHeGHwVkSYxl62hjiTyN8dyYKPaRJJmCY1ItO0iqimnZGIZIlmfYjolt28zdGWKWYZoFyHLmszm6adBoVDk56tIfjHD9nE5vTH8SkEsykuxjF2wEWUU1TUbDIWXLQlEUCsUCumnQWlri8d4Og9kM343Ya5/gZynFkoOgyJhFh9D3idNw0cBVFaVgUy052LrGcqtMlnoct3d5792PWV5Z5StvvEgUJYwHE1QhJ48j9ncPcGyFZqPOwc4xKSBmOSXDYvvJK7z81edprjQ4frT3G9X53+omlSUppm2gqRpZlqHoIooiUyrq6GLOwa1D+qMRU3dOv9cnjBOG7RFiorLx4lWeeeUJHD/ll3/7JjuDU2y9iKk6pKrM2O1wZq3FvN1DRaBebbCxts3Dh7v0d07wvQFRq4QsVTEciUKpSOB7WJrOlScuEMQZSAKrrRKx7xLFKaqSUy7biJKI7/l0+i5xGhPEi8u0SqmGYRlMJmN0RWOlWUUWBZYbdUQiHEfGsQ163T6w0Ma7c4/dnSPa7T6F8mc89+LLPPXs06AodHsj3vjqKziVIp99+gG6YXJ2+xztbhuRnASwnQJJEFEu2NRrFTIgjwIgZTods7PjkcYRZaeIoetEccby6ior6xuUq2VkRaFUrSDmIoPJGNf3iIKAOElQZAVdN7ALBZbXNjhz/gKvfueb3N05YjadMe0NCWYeR/s9Xv7Kk0zGK/TaO6iOQqPVYjqbMRxBFEQotrbAAeWLaIxllVA0lTQPKTgOqiYjKzJRmnDtuefYPnOObm/AD/7u5xweLvTZp71TJEmlqOs4msRmq0k47PIf//Lfs7a+zsbmGt/+ztcQRIH9/UMeP9whiVJqzSYSIrKqLoLKmoqmGYwnHjMvIApC2sdd5rOQ9kkPVVFRxJxO+wQvmGKZJooEhiHhzmfUKudASPA9n4HrsSyraDrEMcwmM0BkMBhhGSaddo/DoxPu7u4jmhp2qUqUQ9nWOf/Sc/zhV76NLsn8v/7iJ3z89vvo2YCt7bOsr9S5/fAh/iRgq9bkX/6zP+OZp59kNIlIpYRPb9zj848/p3tygue75IAfxuwoCmHoI2ZQLpQJoohM0viDf/gdfueN51g/t0KhJPP45Ij2r8ac3d5itbREmOdIusRJu0/oBZQsC8MqUKrpjGYzjjt9ts6fYxa4FAsOF594GTeExwdH2KZGo2Lhlmz++A+/y9mnz5OpGnunQybunFt7h5hHbZJAZjae8+DhI3RNI4siZC3n3BPblKoWYhoQxz6aqCI5FjkCAim+H4AAsiKTJDm97oByqUi5WMEyHPIMAj/DDyJu3r6LrmlUyovogChKgITnhRyfDqi2Vtg6t837P/8AzbBoHx9RKxUoFgsomsJwOCIMAsIkRZIlbHuh6ImSnCiJiaIMXbdJkoxer48kJNTrNoKoUqtXycmxbJM0z9BVjTAIKJYLtFotRqMph0eHzN2c8SxGlDR0XUGQZOIkwp26lKolpFykYFlYus7a6jKNcoXeaMhx9wTZ0NEVk6k3olyrIWsKuq0jqRmu5xIEHs1qFdu2kAQRTRawDJW15QZLrRphmLK7cwdJDNm5e4O9+7cwHRsJidPjLWqtKmk4p9losra2gqI4PDx4TLVS5Hd//+tsXT3D48f73Lz1GFH9L2DcZ5g2cZwxnU0RuhKObVKuWMiyyM1P7vGzv/k7IikCTUfMwZ9FHB6NuPbiK7z82lV2vrjHmz94k93TI3JFoNFooIgqvW4PGRnltZd59913GE+nOJrJyy+9zoVLT3D96iXee/9dvGCI5w8RsJCUxT+lF0a0llvEccz9e3u0ymVmExc/DNF0jfl8jmXZpFmGadqIcYRTcKhUSmiagSRIPLh3j6JjkWcxk8kUQylRa9goSoZpGGS5wKA/wLFLnJyc8uDBLobuMBoOuXPzFpVqle31FUxtxN5em2++8RKXzm9z0u/xs1/8nDSOFoBZBNI8Q1EVdENDV1WSJEYzTVrNJqNBn+HAQ5UVauUKhmayv7eHrEiUSgVOjtt8/ulnHB8dcf7seZIsYjjo0Wg2SZIYVZYplMpMeyccHB0wG0xprW6ycXabje0WpWcvkSY5w6FHuzOlP5wzD3M0SyBXVZZW13G9gPbgGN0w8cKA0XBOoVxCMx3SPGVptca5C+c5f+kioihyfDqiN/P45S/f5vDwmDyEJ86cRdFEXn3+GWzb4uHd+wTemEbVwtRAL1tUizq99hG3b96kXKtz7sIFvvK110hy6J+02dk/wCiVkCQByykgiwpJoqAaJmGUkIsWsqrw5PUnEYUMy5CZuRMkKce2DExdIRMSMjJkQSQIUibjOeTQ7Q6YjeekLJQxiqKQJjkH+8fsPd7n2pWnOOh26HtTHj/awygYmIpCoVVgPAz5y7/5K4Ig4tmXnmDQtbj21HlGoz6GJLK0scy3X/w6zz53nZs37/OzX7zPaD7h4PAYgZRmo0LDKFGybQRFIpJzgiwhTzN01SCIUo6HIz76/Aa+57HUrHL5+jkuv3qV9kkXz/WIyRkMZ6R5zte/+ixPbDUgT7BrNfSCQxglqIqApus888LL+GFEnqkoQk51uYqpLRbwhWKB0XDGOMpw85jH/SE33v+Y0fEehixSckosL69SKxaJohBZUzAMHVlZkLZDd0qzXsZ0Fv8XrucjlYskaUroL/BTSZrQ64+wrAKDwRjfd6mUy4SRyMlJhyhKWV1tfhnFUCgWy8y9U7I8Zjia85XvXOPmp/f567/4W0qNIlGUMBqP8eOYT995D0VRuXblCcQwIE2zBWG/WiYMF7iyIIjY3ztEEmPWV8rM5lCt6lSqder1KpPJhNiLEAWBJI1JsxTHsZiMRwyGE8IwolxqYlgSO4c9uv0uly9dJE0TxrMpSRrhezmKLFCwLbz5nMDQOXf+HL3RhDsPHhGrGaPhiOZKk1KliKyr5KQMh0NMTVvwT4Wc1VYDmRRZyVBVAU0VSSIf05Ko1y3KloamGSRpxv7uHvdvT4jTs2xttuiPuhyd7vN7f/gP+X3taziOxsyLefvvP2S5XOK1Z69z5Pu/UZ3/rW5Se7s7lMplXD9A1QO2z66QpzH3bj7CnYW01jcpVG1cfLq9MYNJn6svvsB/9c++SvfRIf/2z79Hez5gQoQhKkjeGE1RaJ1pcfv2PfZ6bex6kVgVEDK4u/MF+ycPefXV13ntjVd5/8Nf0+4csb5kYmsyMy+gOxgQ+xHFQhEv9Gm3j4hSgTSDOM0QZZlOr0cURUiihKTKxEEEmbBAKk1mBH5A2bFxHBMhFSiWLUpFB1ESCMKELBMxDIf2aY/T0x6GaSFLKqqqMp0M+eVPf8r58xe5du0aa88/SYJEnsOPf/YTHu/sIIj5IoOkqmi6AVlCGMfM3Tm2rlKrVigYBnK1gqo0EBAgz/ADF81UOTk6hDxjPJ6QRAGWbvDOW2+x1KqxsblKxTEII4HxaMg4ccmyhAtnVzkpDXh4/y6hO0URFRTTYO3MWZ569il8N2XllefxfJ/pZMJ47NFoNFkOQlA1NEXENAsMB/eIo5Td3UOOTvqYjs7lc1s0NlZI/YDN9RbWxCX2F+bepc0VdKdImKbk3gwtiXn9lWchCnnvnV8ikqKrGnIeU7VMeu0O0/6AQ3mfL27extQ1bFWnUa0TBBGZtNBjuG5AJogomkyc5KRxTBgGpJ6HaSqIqo5u6rSa5YW517FRdZVHjx7y2YefUalWOW63WV9fZzqc0ev18YOYc+cvLuCry2vcvHWTNEsY9E/ZWF+hmTeJ4sWVWrPQYqm0xH/8wfc52n/I9pllbFMjMGRiz8eQdb76/HNouonnT/nog0/5y3/9PTRJ5/zVizx97TKteo3llSUUXUJTF8FxWV8AmpM0IwpTJEHEj3zCPEfIBWRVQtFkNNNg8+IZZEkgzXIYiKhiRqFoYl08w2g8I5cVPD9CklSm8wApiHEchygXQIIgCIkmIdWCw3w6I574dPsjPt4/5rDbYW25yne++hJ1+xs8fnCf491D2vu7LDfq5FnK4wf3EWUNXVRJwogHDw4QRInNM2sIgoAkyyRRQr1eJ/Aj5m5Es7VCnu1zdNJhNJ6gqhIbm2eYTEMGgxG1Wp1Gc5k7d+7iewGtlRUe7x3R6Q25fO06plngz//nfw0yuLMpkR9QLtQ4aneIBBFJVeiNpwTenPFoSqlS/vJFArVqmeFwzHg0ZH21xtNPP4kk+ji2TpbnzOYzkAQUVVmAjIOAOF1YhpMoZtgfcu7sOY4OBxweHLO1voJp6JxbbyBLEvMo4ua9++RCTg5UyiVEck5PuyiGwXQ6o+AUSMKYNI44PmxzfHqCWTAXri/LwNZ08iyj3+tQdUwqRYso9Dg62qdoK4RRjKZBVbY4nneoFcvMplNefOlJ8iyjtlRHloSF7bpoYZZ1irbFu+99xMmjLq9880WKyzUe7rUZdnq/UZ3/rW5SeRIRRyH1ep1cyJm7MfPJlN5pl5XVVVa3XydNQo66p0z8nPVrdX732y9jxQl//rc/4WjQRW8UMCORLElIhJx6qYCqyNTKZSbDHumXOQZRFBHJMQsad+59RiKGvPz6S9y/eYfe4JD7O49I8owgDCnYDienJ8iiSmupQSrItDvDhfbBdlA1lel0Sp5BoVRAEgTu37vPZDzBsW1MyyaOYsgzTENHURT6/RFJktJuD/C9BF3TcRwbp1BcFIGJS8G2CUOfzvERjqlDGBDEoOhF1i9d5IUXniVMY3Z2dzg5OaG5vEyxWFj8sMURIhYSOZauIIs5BVPHdhymkwmiJAAiS0st4ijCdaeoioymyISqhmXbiKpKQs7R6TG2rWEVNOI4QhBTRCnDEEXyLCGTcuyqQ5Kk3Ltxg1G7Q0jO9aevs7rWwtFtjts9prOA1vIGzaVVbt24iaZoPP3MiwynY2aui6maJPOAR7d3uX3vIVma47sBlWaNje0zVFfqxKbBx3d2uH/7IYPdfaQwpmTo/OkffZfV5TUe3r3B2bObNFotJEFBVWXmXowoy8wmCXmaM526NJoNJnOX0+4pmm6BatLt9/DTkDhJiMOA5WaT6tYG7eNDwshHEDN830XVVNLUoFgs8uSVp0iSmDTLaVSaeDMfRIlGbZl2u0Mwd5lM5yiSjK4blCsZo/EYSxcIZiFZuBBQVi2LG3c+ZDjeZXurQJqMiGYxa7UKNbtIu98myQSm485ivxcLrGys8Pq3v8bQnTE47bB3dMidvcfM/BlRECLJMpaqo8kqSBKKpLBUKqPZKqEsUqu3KFcrjAYRZAmKLSHKOaII9VYFIU3xwwRNlUklkdNul2q5SqGoIXsCURKTZCKqypcv7RzZVDAtlXkgIhVUnjp3maUzK/zsB7/gg79/m89/8iuevH6Fr7z2Iq888ywffvIFkixzcLBPJkFvOuPh/iGCkNCZzKn2x0Rxhi4J2JZFlkAULdT07c6IXneCpMgsra5Rr1Q4Ptzn4OgUUZA5f/4CQRzT7g7IkCiXazz7wksMpr9gHmQ8/fwzvPXW2+iywMbWKnuPd5AkiXq9QZTFiyMJWSYMU0xZplyrIbAwPY8GPcrVKuVSAVOV2FhbJghmNOs2jUYD150wHPkoikYmCKiitIhHCAonRyeUCiVajSbzWUhOTprErG21cIo2gpDRXKoRtXtIEoiKTJpE9Mcj5tMJIjLtwYzBaML68hq+FzCtzynVynz00efMpjMsQ6FWrFMpF1AQKBVbGKaKJGSIIqiKTJzEzCcTEiR8P8KPPZIkolAysIrqwtI96mAYNrXGOt/53W+jaAaffnoX07L5/T9+GtnSSATYPrfM+kb5N6rzv9VNijxhPpuxtbmEIIsMh3M0y+DM+W3q1SIH7QMQZTYvnMNaXmZlqUJBkfjhn/+I3dM2gSKQxT6OaZKEAVmSMBwOUKsiq80GWZyQKxLj6WIs0KzV0DURTc3pHu8QBlMuX7zKziMBSdbYP9rBtixMQyGNVGq1GnM3wHUjsjQkDGMkVWGptUSW5sRRSKHgkGU5siBSrVYREJjOpixVW6ytrBH5U6YTn9lsguvHzKYeqqIRBjGSFGIaNqftDpKssbGxwaDXRczBUBWOj454cH+f3ZMh1c1VnnvlRb77O99mOp/z7/79v6c/HlEsOSiKQhTHhIHLcrWFpsgLKCUwHnQJ45B6fZ00TdENg0ASSOIQyy6Q5xn94YBCrYFm6hy0ezRrZQRRYmWjSRzFJGGMO50zHYzwJlPacudL8kIZ2VFoT3rcv/OAXueUJy4/wZXr11B1mf0HezQrFbYub/LMc8/SPh0wGs1RdYe1Wou1pU3CwOX2F7cJ/YRC2UEVVFI/5dGdHR7e30eyNK48eYmXz65xuNvm4w8+42T/kJ/+7C1eevU6ewc7dHp9ZFlBlkTiMKJVr3Nw1MFUJErVCvsHx/ROjpmMp2SZyCyfMfZd4jTCsgwyFvsAzdRAAlXXOLPWZKleIk58DENn0O0SmBarqxs8uH+f6XTK2e1tPD/C9wOiLCYJI4b9AZOZy2S6WMCrsszli9tYxQJTd85SrUy9UsGdtSlZFpXzS2xvrPPrX39EnkXkRAhCTBjMKZer9Hs9oihjNI149etv8OYnb3O6f0zQn2IYOoVqhVapiBAlyKnAxkqTeqNBtVHHsWxkXUVvFPAFgSyDex+32fvwgK9/8zKNCyICEnkukCUZoR8S5QmOqVOybcR8cSgUhQuWnCxKZFGAIAjIeYqq6Yjy4jCmYDuYNQ1EOLvV4Mx/+4e88MJVPvn0Bqe9Dh98/Bnma1/h4qUrpG5AySrw0WefkuQpuwenJJGHKmkYZhEBmW63i25aCLmMoTuopk7dgxuf30RSDKIoQxZkdLPEJ5/dolVrUCyVuffoAE3vYOs6Ukmj1KzSWFnlyjPP4QYBDx8+RNc00iylWC1jqhpZnlEpVlldXWc4ndDr9liqVUmSlFzIMG2DPC2hKzLVSplG7SymLZCkY1pLZ5BlGSmWyZIFj1TTdEzDXHyoSjnzmYskaKy0lhgNZ9TrDUaTCM0wOO33WN9cxnAsOp99gZCkqGpGKkqomk6Sz3BdjzhI8D2PtJ4AcPbiNrVWmTiKUVSNLJ9Tr1XQFRExTzFNnUG/S+oYtFp1qktlBFEkEyQ67QGul3Dliac5s7UNakoUB+RpBtMppl3ALNeYexmD7pCrV85RaxbwM1DUxan73IuZDIe/UZn/rW5SkiAShRGzaUDGAlrYbJYoFwxO9g6Z9juM+iPKy9vUt1cpaArtRyfEssmVl15gM3Hpn56Q+h4UHdI0peg4KKKInAvImo7jFLh86Rxh4KEqEoqQEfgBjVqZMHR5dP8Lzl+4wqGmE0QBhYJMo+rw4MF9EGI21pbotHvMq0XcCIIgwp1OUCWBcr2M5RRwPQ9JLiNKMr4fMJ1NCYOAwA9xx3OyLKPo1EmzGZmtIYsieZ4iSwqiLOI4Dp1Oj/5wgFNwGAyGjKczbKOA6RSJGHDUPmXvr76HIss0mvVFFmiY0j46IstFCqZGa6mO7RjkxIiCjECGpoqUqzU0XUJRTMIwwHVnJEmKaTjIsspp55SZf8h07uPOJ1y5cIavvPIkpqHy4OCQm1/cwjELKIZBY20Zcom575OLEmmS8fDefbqDGXEY4+gmoe/z1HNPs3Fmlc/e+5zc0tlaaxFOQqqlEnMXBn0f8hTLVBjOZliWze27D1FFkXKhyNSf4s4D9ncPef8nNc5e2uZ3/uBbXP2z/4oH9/b48IMPube7x5MvvUh79xGz6RRFFBBEkSgIkAHF1JlOp0xmU0aTOb4fIKs6YZwwHU9RDYXNjXUMy+Dzjz4hjmJG/hhdVTEMHVXTmE6GFAtFkiRkMJhTr1ZxbJM4DpmOp6RpThSGuH5AqWBj2zbr6xucdLsIsxxFllBVGctQUfKEzaUaqqaw1FqhfXCIressNStsn1kjjiJazSUEEZqNIufPbZEmIZ3ujO5ozu7d2xSFnKXzZ3iUPeb1199g6/xZLF3FNHTyDIqVIpplMhp7PLq/C4rGxZUKQi6iyjmtSonLv1dh85xFJGTMZhFZFHH3w0dsXDtLuWoyHs8QENBNEwEBEUizDE0UyYEwThAEETFXyL/EH8mySpJBnmRMggxdkHniqQs8+cxFvMDn8e4xo8kYJVV5eOsO3/ndN/iX/91/w7/9d3/F/u7e4vVvm3hRyq17e2iaRPvOHmfW1nAcm5pmsL62SrfdY/+ogyhKDHoD7GKBlY1NTjtd9voDdvYOuXzxPKpuYhcKIEusnT9La6nB//yv/4I0TZAkk1yUiKOI/mRK0bGZzCYcnhyjGgueaJRG9Ic9NFVjPpuiqSqaphMlAcftI5aXiywtlciylPF4RhgGhHGMLKsosoqu6Ay6I0zDotVa4viog4TMaDRhY/M87dMR3dNThv0BlZLD9soaOgqrjSZGwUaWZErVMnmS8/Deh2xurLO+vszJyQlZlnF+7TyGofM73/06l65c5K23f4mQpfRO29SrFXRNQc4sGo0alWoZSxUZT+fkoowsG5RLGtdffJlMlsnSmJIEaZbSWF0IK3OgkKQkUYKiKvR6M+7u7HLc6SKoOp4X8uv33v2N6vxvdZOaT2fokwmibFKolTBNjTyOGfQXGQV35FMuVGnVKywVTYKpy1tv/ZqDkyH73RNayw00VWE8DRAFYQGUFCQMRUFIU7wgIstmHO8fI0gZT145R8G0KJgGBUsm0xXCKGJ/7z5bG5dIhYSjw4eYukejWcU2dWzDhjihN5gSJylBmi5Q+l+Svn1/zqg/xCkVkQQBQ9dYWV5BSmN8P6TZWsV15+i6zs7eCXPXY319jSxbeGg0WSU1dNIk5c6d27zwwgskCAync3b2jplMI7w0oV6pMRwPCDyX3cdTCrUq1WqFfqfHZDIhj3U0bZNarUIex8iyRKVYwLZN/Hgx0soSkf29HdI0o9lcwrAMlpaXuPLEJd58632OT3tkccJnN+5CHjJ2J3z80eeISPh2TiyMWV3fQJUUFE3npDvm0eMDDvcPkXQTq1DGDV0e376FkOdcfv46V197hmEQM5j4/OwnH7B07iyCKrG+WuL+nX28QOfCE1fQNYXP7txiPBxwfnONXEzIWVxyTeYB8ygiSDJWlpucvbDNP/xHv8/e8REnvWPmYYiNSNFxkGSF/mBBrhBUDT/NMCyH3nBGEudIUkYYhYiigGOZJHGEIhg0KjXEXCCKI2zTYD6b0T89olx0MFSVs1sbDId9dEOk1azQqNfpnfaZujNkSaZRqVKuFAnDAFUSePKJi0iqTPv0hDAKiKIAW1PQDBPPcylYOnmlQJZFhMGcJy5uE4QJURSBkFOvb1CrF7lwYRNJPqY/2kUQUkpFi/lkTrlaZmltha2z20RpxGQ8YzAac+oFWIUSnu8y8F3S8Yiz3hqyrKBJMpcvFcmA/mjKu3//KYIhc2FzmWm7j/HSeVQZBBJERVnoHNIE8oy7N28QRyGVWo1Go4WhW0DOdDIHckxDx7B03DRBVSSyL6Gueb5Qlmye2aTXGUMooF69RLVms7p9nbXVFj/8wU852Tum3qizur7Mz3/1EyzLQcgi1pdhOplCLlMoFtE0k+lkztLyCggCpuWwtL7GMAo52DsgkWVGc4/zZ7epNuqIisrK5hqD3oQXn3+ByPVxPZdKtUIax/TDU0RRxItCTENH1lRUVWbQ77C5sYWt21QrFURRRMhTotClUrIxTQvDsDk6PMXUNLI8JQljKq0qeQZhECOLKoEfs7y0xvFRl93dfSq1KpVqhVarwe6Hn7G2vMJkMOa9dz9gPBqxsblJuVYhTmOKjsVDbxfT1JEVhThNKNcqX0ZDdIbDHs1mmWrDoblcx3d9sjTGNA1m0ynT4ZDxaMRl8RxpouH5EVmmYBoabiJyt31CqdWk6RgkaY6Y5QiiiOenaLqCpilE4WwxAjZ0NtZW+eLWQ6p1k35/xPrW1m9U53+rm5QgCMiiRLVRRtVVVFXk+MEBnb0DSuvrTIo1FNugsVTj47c+49H9Ryxfvohn6Bz12uw/3kOzFSxTxVR0dElBkWXyXMQybCRDwosjKstldElC1coYlo4kpCSSgqk5yHrOYbvP1HvM1sWzyIaBO25jWSqaDKKQYhoStUqZ0fiU5WZrEeiMQtzAxdE0QstElmTiKCNJ4fLV62yurVIvGJRtlTiN6bYHbE5j+uMBw+EQWQa5YKGoDpYosrK+wnQ6pzsYkSAwnczwPJ+ZFxCT0B320VUVMRNQ8hxVEhHzjFLBodvt0w89xpMZUaWCrspEYYwfRpiWhq4uFtAQo6kqIGCYOknikwPVZolas8rAj2k2mosX1PEBn9/7MbOZz4Xz51hdbaJoAkXbJs9jVEOnP5xw+/EBkqaR+QkngxG5KJAIKWEw4/Ht21RqK2ystzB1je/+k29gFkyKjoEiSRRsmxs3dmgurVGvOfxv/nf/gn/9r/4DXhxw8fI2w6lLrD+k3e0xiSIeH+yjWRrLyyusb27w9ItP8fwLLzLa2eP0wWM6/TH9wYggTNB0i2qrxO69B4zmHppqfMmOUxAUEVVXKRVt3MmYaDYjDiNEdXEhWSoXKRct5lLO6toqfuCSBB7ra0tUaiUiP8HQHWI/xHc9RFHENDTSNCWKY4qaxmw2ISElS2Kq1TKj8QRFklAlnWk8Ze/hDq1aCdu0IUvRDJM4iohCj0LBQZZFQn+OaapcfeIcuShxfDzEllv4XkCl2cQsFnnwcI/RZML62hK1WoV2u8fjB7vs7Oyzu7PD1pkNLj19CcMysB2LhJj7uyd0bx7y3g/e5Xf+9NusnF1m68wSp4M+s06f5uYSoZixf3TAwc4BZzfXmE+GkGeUnXWELCUK5tjFAruPHuDOZ2xvncEzDMI8o1SrYKjyQuUgCORJDvnioEDRZLY2L6JqIgk5m5tL/Nmf/WPe/dVHjEcTSk6ZzY3LzF0fUxeot5aI/Dnt9oCpGyLpJrGwgJ1KUs7WhQZuGPL4+JCx5xLlKYkMvcmYp555lijI+eLmbT774BMsXaXba6MbJmQZuq5RX2oy9maoqrp49Soya2srRMGcOE1QNIVyscTR4SGj4YBq1SGNdcIgZjrxGA3HSHmKZRmouoZlOvQ7PQKvR5Lk5JmArvkoioLn+ly9toKmaeRpgiRApVggLzjs7u2h6jpxFKDIIpqmUykXuHR+DdPU6PSmHByeUCjaiGKOLCwvQLqGgm7ojKcTBr0eRcNBQEQUVUrlGmmactqb0emOEcUcXVaoaA7j+Zydu/c5pyhoeYU8SdFUhWq5QKZmJGlGlqUYpomiyeS5QLGo891vfQVBVPnxL4Z8+s6vf6M6/1vdpCRZZua6dE771FpVVFlnOBhzcHjCJBO5+uJToEi8/bOP+NUP3+Sg38W6/5CXv/FV/vE//RN294+ZzcZUSxbVUoGCo9MoWJiShu1Y+IKAqEjYioopyoyGQ7I4JM1DBENH1QxycpoXLjDzIxTb5MLZJ5l2GgxOHhOHLookMYtnHJ4c0RkM8aKIRr1MrVahIpRJcljSHOIkxyxWeOqF65TrFSQ/Yt7vsvt4l/F0gmUWaTVqbGys4rou+4c7ZElA+6SNoOh0BiNcN2QeHKIbOtOJC6KIrCvoiUwYxTjlCvN8BnmCpSuIsk4SRVTrVabTKTfuPKC3d8j66grkKWfPbmAaGpapM5nMGA7HDMYTWs0mumZgWeaC2O7NWFtbpj8NkWUB27Fo1J/h52++RYTGnQf7WKbB889cRtMUJEklJWfquuQs9nmKusijDCcuuigQJDFOlPL9f/OXVO0av/vHv8fmdhMxz8ninCTKWF+t43kRp70xeS+j3qzyz/7sH/OXf/UDdg5OOGj3UAo2+WzO/cc71OoVzi7V8eOIDz/4gEe37zD7+ut8+5tf4fz2Oe7fu4e6d8jBYZt7Dx5idkfMwoBOb4BtWdi6RmuphiTLZGm+GNH4HkkeE4cRWZKjKhLT2ZjprI8qpezsRWysNlENhTiNGI0G2EaRo+MjckmgtdwiFwTG4wlxnoEgEqcJcZLS7XdQdQVmEv3BiCTMuH3nc1RVoWCrFA2dSrmEjMJ4NMJ1ParV6iJQHcb0B0OSdGF6rZQKZKlCLsqkusFHN+4w9lO+8fU3WFld5aOPb/D5ZzfJ0hDLNPA8n077lCtPXEJERlck3FlI73jA9/6fv2Cz4PDdf/BVnn3lEkpZR85yKkKRJBX44ovHfPD5R3R7J1QKBfzZiOl4QBiFREFIvdaiubLG8UmHuzc/I48T7n/2GaJisHHxPGcvXqJYsP6TgkWSJBRlccgRxiFulhF5CYKcoQiQJAnPvHANspyD/S7Xnnyafn/CcHiE5VQxNYdOP+HdD24xms8JowRd92nUKwxGI077Q86dOcNgOGI32SOTUmaBj2Ka3PjsBm///FeIOSS6guMUCKKQMAxYXV8lTmO8OGIynTCYjFm2l3A9l+0L5wlcn0qjTBxE7OztUHBsVN0kFUSSTOKDj27SaR9z8dw2zzyzjiLJzMcunhcwnc4Jg5hSqchw0EHI4dITlymWSoS+iyDkkKYcHxzQbLXQFBWrbrCxvoaqK3iei6KKbKw3cYOQ3b1DKhWHs+c2mU1GRMEMP5izu7vPpavXSDLw/RBD0hASmEzmJGlG6EfMxim2KGE5KpvbK6yvLXO93sSslNFMnXkQoNoGR0cdfH9Kq1VHNTSyNEOTJNI8Jwp8PD9mdaVJnuWsNcrY0m/Wfn6rm5Soapi2gxeFaIaCKAqIhoGzusqFpy8haiLjyYzhbEKoCGxef4LG9jortQpbS2WefGKNJIhQcpHHn9/j5NOH7EyHoGTEcYQsCpy/eolqqYJjFREKGge9A+aDLpZiYNs6ceyTy/JiEasqzAyT1bUzrDz9CtPxkMHpKbP9KeNZhiKaFApV0jRn5vrIss585iFbDk8+/xyNpSV6B4d88ubb2I7G5nINWc6YjPq4szmdkx7lcgXdMCk5BQIfJnGIKEAuyLjBBN0wyDIB1wtIsox6o4Zg6IiSTJrk2JaO77kIWYplWEwUmWariaSq2KpCbzKilOWIKdx7sEerUWY+czntDumNFsn3Sq2xWKKSohsKuqtRKhS49sQl/DCk3TnCdopUmyvMggDL0Pn8zi5LrSZrK2UUOUe3CxTLFeoNnyQXiJMEP47pjKac31jFT8C2S6Rxzhfv30JQavze/+pbiG6A78V4YYxVslhdr6NbGqPRhNk0pN6o83t/8F3+w1//gKP2gCDLKFQKTCZTzGKJKM2YjgaoikKcp9y5fZfhySkXLpzn2Ree5tK1a3z48U1Oh3PanS65IFAqViiVHCQhA2Fh0jV1AyGJKVZqzD0Xd+aTJimpmCOIAmfPn8MxVcb9Ll4QYBpFbMdhPveYJS7pl7I+QRKRZYVMyBcivemMmJww8HGKDrVmg063w+7uMeVKlSiFPEkoFRvYTgHDchYYodkEd+qiaxq5KKIoKodHHRTFpNVs4JgaJ+0J7nzOoD/CjSIe7O4hvPURJ0enjCZ90iRCNzR2DvfRNR1VU9ha24AoYXg6xFZ02nt9rm2s8p0/eIbyZgFREknyjKPeiNu3H/Ozn3zIpx/eYGnZQi+LZHFM2TE4OtinUi7x6P59Rr0hFy9f4uj4CF0CSVGI5x7VQoGzm1t8+snn1OoVnrxyhTCKkGURXdFQNBlJFJAlATKBPMvRCzpWQUcUgBxEwyDdaYOscPfu53z/r39KoVjg5HRIu++SSoAoLK7YNGWhsR9P6R+dIOkKpi4jk6ErCqIksb+3iy4ISJqMH4Vohk6cJEiSxMlpm0yClXNbjGKXK889hZDnHO3s88pLL2BvmYShy8OdPWRLo9Rs4KYps/GU/dMu/X4HW7dww5jJzGdleZn5fIammrhuD9/1qLfKSLLO/sEJpmEyn08I/Ig4DtjcWqNZa9Jut6lXioRJSrt9sjBFCzlrwgpxFNKoldjaXiFMYgq2Qqu+iojAxNVpttZIM4FKuUTZLtA/7iBLCpKiMw88zl28zPrSCkvFKsvnVomzHNPRmPo+j47bpL5P56TD9oWzqLrGF5/c5KMkwDAtzp49z1KtzmjmQx6xstbAUEWSOOdbrz/HE2dbfP/f/V//s3X+t7pJTeYeZlXA0U1kWWIy8wnCiOdefBrFUrhz8yHkOb/7+1/l5W++gKTqBF5IeDLg4Uc3mHk+w36feqXGG995lc0rZ7h9+x6Htx7THUxBiDn6yVssleuUamXOPn2Fje3LDK0yJ/ceEIQ+irKAdtq6iu+PGIxP6Z8cs3H+GuVqA11t8MIzDarN89y4s0OcBLjzMWGQYVkSl158lo2zF9i9/5jjv/8laRxQsXTWVpuE3pBUyDB1ldN2l8Ggx3DQY2vzDI1WndDLKRaKhAl4rkeWCUznHoWCRKlcXkjnhJyibZNlOamcEsY5xXqNgmNh2xbj0ZhhdwRpRr1aI6tWyFQNORcYDrrcuLODJIEXpgwmLoym2LZNaWZQ8R0KBYdqrUpvfIQkCyiZyNLK8gI5VTKQE5vpZEZ7MOXnb3/MM9fOsrxcQxj53Ln7gGmYo6oGcRThxRGPdo9IwoxWs8q57atsX75Mvx2QVhwGoym33vw169ubzMOMky+GnD+3hSBIOI6F6wVkuUiU5JRLNZaby+wfH6I5Jstrq3i+y9HRCcVKAdvWUU2DnV6XvZNjHh4d8vntO/zZv/iv2b5+mX+0tsLewz3ufXafk90D0ihH0jKms/EiUGkVcGybRrWCMoIkjfGDGNu2mE769DodPEMljQJMXUW3TOIYPD+BNENWZGqtMsdHHUxVoVit8Pnb7xGFCYVymSyFOMo5OuqSJAmWVWA+D9F0gzhyccMI1w9pn3SRJQFRElE1jfFkhlMsokgaRafCzHXp9obkksr9h3tMp3M2tjbQ5y5hGPL+h58iigLzYLgwEbshw9mUZ9bW+J2vf5Xzl84jKjkr9Rqpn7N5ocXWNy5jGTJBvOBNHp8M+D/9X/4n7u/cRyAhjgOC9pyCr3HrzgM++OALdDnnq6+/zNQP0H2PLE/RTA1ByInCiGa9ycbqNr2jPnfu3ONb3/o2v/7wMyrlIpfOb6OqMqomkiYqui4RhwJJnJPlApIgkAmAmKPZOtVmHdePyASZ6TQiziKWNy9wOr3BaN4nCKacf2IbTVpAqi9e3GI+qTF155iqhut6lMslqpUC4/EIRRYQZAFV0IiznHK9xnw0QlAkMlkgEVMUU2OpUmP//g5Hh23eTz7BLqmsbS6jOBoFqrTHQ5I0xbEtxpMJSCqZohPGcOvWfe7efbjIR9oGpBmVaoGtrXVGwzGTiUtOhijkyLKMqkjUK6XFC2U+YXNrm/5kwuO9E9I8p7Xc4rQ7oH1ygqSp1BoldF2DNKZaLtDtDshyEU0z6Rx32X+4T+D5hF5IHiUUq02ee+U1vvaVFyCD3UeH/Ju/fpPT8RDHlNheW2Gj2aRsW4iNBuP+gIuXL3J2Y5Wbt27TnXh0TlwalSrXX7hCoVBCEAR8/8ujGVmnWmn+RnX+t7pJ1ZdaaKaJJEnkCHS6A0zLoFAwGAw8bMWkWLQ42D2hvtpk/+EhP/+rH9E5PMGo2jz13JMctvc5PtoljaecvXiGa9cvceH8Bd5+9yNOjo8QkgjRUBDVnNuffsjDBw956vmnefnrr/Ho7n1Ojw+YDCcUKwbFisXUmxJMpnz89ptsnL0Oucm9hw9QC0XOPnUBy1HJswTTMijZDo6mMhnOKWsyK1e2sVQZQxZJiDma95B1CVlSEP6/v8npDbogJjTqdUbjKaNhn7nnYxg2nudSLIrU6lXiOCTPU0RJYT4PIUsR8wzb1MmSmCwKWarWmM89LENjpVlHllS80Gc+nWGVq7SHc1RVIsslNHvxmsjyHASBOE7p9vpMph6u6zLoTUAQuXD5MsPJGFlM6HVPMYwSaxubnBwd4H3wBRfPbxOmMUGS4/kRSQK6oRPGIWPX4+HeETv7x9QbG5w7e57XjBIvfvdF9u/c59ant9jbP0Qt1VEMjX5/hCLLlIUCWZYjCDm6obO5eRanWGX96JDPb3zOqNMlShMaKw0cyyETUsI8JcwSSGKqusrhaYfd3QNqy03efesdLjx1jT/45/+QRzcf8+juLQwlYW2pwXQypdPusLzUQJVl4kgnzR12x4dM4hjHNiiYBfr9NhJgmiaqZjGdR6SJiKqoeK6HII7o9rsUiyGFcpmLl85xdNzh3oNHzGdTisUSrudTqdVJs5zJdE4cLsj1cZzQ7vVRgKVWE11TMEwbSZHIBegPe8iyRBCGuG5IuzcjjDPMgsNgOkZVJfIsQ5RTwjwkFnMicbHHyqSch4/v8+TlC1y6cpGDu0e0KkWsksZ2pUk0D9l50GEwm9HcrPP+J7e5++gusi5RcGwmo4ViJYwdwiBlELgUTZHd/RNKJZvRcMz+3iF5njGfuui2zr2dx3x++xFXn3uO1dU1Pv38C2bzGZ9+9BEvv/A8L7/0HJtbyyiqhqTaKJpEEPjIEZiSjCiKpDnEaU6c5TzaPWDk+ciaQaFaZ799zI37t1FNjaWVKke9DgVNIkh8ShUbUYLBeESepLTqTeq1OrIi4gcuggQrq0u0uwMs3eTStSu8//Nf4QUucZrRPjqmWq9zcnLC++98iNebcb/vUWuWKVWKzOKAVMoZuzNUWSWTBARJRhIzisUCdtHB0iTIM2RdI4pTZFFm0BtysHuEZVkkUUSiyGiqyvpqHUUWGI9dBv0J5WqJUq2EaGp89MWnCxGpIDKezpjOJhQrJYqlEoqsUCwVmU1n9Po9VKMIuUDRcJAzCVNzWGtusrq8xBPXrzINE37803dp753gTmYUikWe2Nxi89wS5zZWKZcd0iQlTzLyKCHOEy6fP8v5c+c47vQXvFTX5/6jB3z68Q2efuYprl46T71aRJQlEMXfqM7/Vjep9c0N5qGAampATq8/YWtziSTNSHOBMM54+62POT0+5tzWOk++8BS+CKd5gBVk7HcOGLlDSqZJb7iP/0mH7uEhxXqDV196mmLzq5ClzCczDh49pnfUpViwibsj+n7A0soG5Uqdg51HdI73CHwf0zZY317Gm7rcvfMF584/x/UXn+fmjdt8+qv3yPwZUp6wVK1gSBrdQR/ZlCkXbMpVB1HMSeME2zJJs5hRb8BkFtAfjekMRmysri+00LmMrBlYDgi9EaZukpGjqRrj8RhJEqiUSoS+x8x16Q+G2I6DYRtouk4SuJBn2IbGkxfPM3N9zqytMRlOGHU6eO6cYrXCbByiWiqlUgVZFIgCF0XXEESRXBCYzl26/QG6UWF52SYKAvIsY3tri/FgwmwaESQxiq5RqNWZT0d8em8HWZJxKmUMw0JVJDRdYTZLSfKcXJIJg5gvbt3jzLmLHJ6cEv7Hn9De3Wcym9KbT1DHHpvbm4xHIypFhyRaUKYD3yT0c4qOg4iEO5vz9Ve/ypm1M3z2xWf0hyNMw8AuGkRhTByljHsj4iTBUjR+8Ld/x6WLFzi6cZuDL+7RunCW7aef4I/+ye/RPzpifHyElyTEgYvvzrCqVaI4QJZBFDIUOWel1USWJdzpnEq1iJCL3Lp5DyEHTdbonJ5SqRYphQto7vHJCZP5HD9KKDg2oR+hKGVKpSrT2T7DwYi5FzIaj1ldbmBoC2twpeAwGg856fRxLINao0qUBMy9GWmWYFkO22c32NvtcPfOF1RbLQqORWtlaRFEFXJ022DiZyi6QirkLK00OT09JfMiylWbLE0RMgFJFkDOeHC3x0+/9xamFvDKt15DNQxu3LwHkkvRqSOLMJ/MIZXwvGjRVKSMzc11DNth7oYgqcwmM5Y3VhBkCS9OqKwu8f4nX8DOA9Y2Nrhz43OWllYZz2a8/d673Lx1g62tdRRV5flXXkTWVE6OOwx6XTZWVmk0qxiOw/7eCR9/8gUP7j+g1z9lqdbg/t4uDw/2CLyQklBkOp+jmhL12gpelnP3zl3CeYA7mSMhY6smBdvB9X1qjRqqrCxeL5rG0y8/R+e0y3g8RtU1vLnHPAoxNRNdUFhptRjmKpPBBHfmk0Q5QgJClpPF0SJnOJlTK5awDQPH1EjzlBxxgR+rNXAMA282xbYN8lxAFEWq1QpRHDObThEFkUxIaTTLjMcjdF3l6PCA0XTGUrOJrKo82t1F9wwKhSKBF2E7GZqioyoqd+7cIc9Fzl46Q6lYYnNtietPXqfRbLGxsYomynzw6xt88MkXlGyDF567ypnzm6i6zjwMub2zx9+9+Ra6CGEcEMxdHENnPJoiqTbffOVbvP/uLW4+uolki4i6yGw64d4jhzTOaVSrnDu3ievFv1Gd/61uUoIqE8w9xAjC0MALAgzT4PjBCcPhmLPnNzk6ahPef8TDT+5w/fpTfOU7X+fgfxrQPT4mi3JC32W12WRlqUUSJ4zmY06mLl0/Y9Xf5vKZNeotm+pyk9F4SjhzkaOE+WzOpD+mVqtx5tJV5n6E58+IEpeSU6DaqGKf9rh35xOetl+nWa1T1GyGgx5iGpOHIYcnJyRizLWNi5iqxHQ6oN/vY1omprGE7ZhM3elCUaHqCKLMYDTFDWIkIWcyc8nzBRhzdamFF0VMJzNkRcLQFGRJwE8iTEOnUSvjFJyFYTiYY6kalraQ0SVJhj/32d/ZpX3SIRcF0jxnPBwhSDmFokWa+EiySrPVQJFzZEXBME0QZXw/YToPQNRotFogCqiyij8PUUQoN6tMvYjZbIZZqpNlMbphIEoKnueR5yKaJqHpC203El/yysYc7e7y3IvX+d6/+7dMhj3sYhlZELAcA4GMOHAZhh43PvsUu9FCV1VGgxGD4ZTZdM5kMEGRFcqFEi88+zzd4YDhZABxjh94REHMfOIRRSGry8s8PNjDLNkYjQLBYEYlz4l29/n53VusLTcIA5dCwWR9bQlRkphMFuMgRVa4fPE8wpcxgixNKBULrK6sohs63tzFm/m4rkeWg64bCwCqKDKeTjAdh2KxwKA/pFAyePhgF1GSECSRPBeJopjJeMbW+gp+4OO5E+IwQJYkPM8jihNyARRDRshTJFEkDD1UVWE8HhEECzJ3ybGYDQeIQsb29hq7+8ekQUipXMQLA4Q8YXNlmfVKjTMb66yu1dk8UyeJU/7ubz/jb/76R8xOj3jj1adY2mzgpzGn3R6aIpPGMXPPX1h2RZk0BSmDYrnMysoaqq6xu3OMJclEYUIUp0z8kETMKVUtRsGc/U9+zcrRAYEfYRULVOp16pUyqiwzHE2ZzqZcf+EF7h/ukyUZx90RH39yG0kS2T86Is9hMBigmzrlapHSUgNhNubZ9Rd4fPcRmiJgOha6bdKbTvmbn/6U1I8oGzYVy0HOIQrmZHlEHISsr65ydHBIHMZkgkilXuNnP/0lQRQTxjFe6JPLAnv3d1AUFUc3CG2bKMpQFInJcI4gRdgFi6vnLxGFAcPBiDxOOOgesLW5Rq3skOUZaZ5z2ulxrz9EVyVUBeIkQJVFisUCaQpBGBL1+whiTp5lVCpFplOPTndIlkVcPH8GQZI5PmljWDY5AvOZC+T48xlnNteolCqkCFy6cpnNjU3SMOHM1llmc5/Hj7sc7BwSJhHf/NYbLC8V8aOIdz/+gpu3H3LaOcWNXSwhZ61eoVx2EHIBP41JQp/eYMz3/+pv+Oar3yHLAm4e3UUwNeSiw2gyww9jBFFlOg9RlP8CDieEJKNcMImjBD9IEAUQBYHDRwe0223OnF0nTWOEPCeYzOid9jl76SwvvfQiP/7+mxydTClWNEBiMgxRijalc5s8tX2BcD5nMuzy6OaUQqmIoivYts7SUgtJkZiHCXM3RBQEVEXi1a99lbd+9nNOj0+IfY96s4xT0igWdO7f+pRLz77IFzfuc9JuEwUB0WyCLEG1UcLQZbJ8YdktFgo4X4Y6syzGMk0kWSNOxsznM+JEIJ8GTOdTDMtAlaFaKSKqCpqqIUqQpwmCkKEoIra1+BorFhZjUVkVcT0BUZTRVBnXnXP//g4IKqkocDoaUq5UkVWFJAhZWWrg2AZ+EBD5AaJgk6Qpw6GLoij4fkiSCuzuHiCrBrVajb3Hi90HQoquqwhpiqnIyLJImkGaCfh+QJamaIqMbihEUYKERJ7EdAdDmtUGtp7x4O4drj97ja0nn+SDX/yMJJyT5CCQs75axzQUTg5PeHh8QsULuXD2PJ1uD0XWSOIFNmsyGiOIkIsCtm4QBRaCCPPAYzqYUXbKNFebnDm/yc7uA+4+fsCZMxvgyPSDAUtOhUF3zMF8RK1apL68hKIujlOiKEKRTbI0I/xyoa6qClGcIyoKTrGAZigg5CRJRhjGaJpGfzSgLJSRZBHLNCmWClQrNcQ8IwoTxIsScZQzn7tk2YJzJwiQZgkF3UBVdGbTMWe2tzk+PEaVFSRVYXl1BX8+YTIeIggitmNSrRTY3lpFUmTKjkkuijxx5QKqIqLpGqteTJjGSKrE/qN9Xnj6aa5feYJrT15g6Lp8+M4Ndu+f8O7bn7N/+IiGpfPMC88jyPIiU4dMGsRMwzGiqCCIIKgioiggyYux3P7RMZPZnH53QMWyCLOcWRRx59EBTslAMSx002AwnbJ7eEDRdrj38B5ZlJHnMUXboVQsslZZRxJlFEnm7Xff4enrTzPoD/EDj8FkiOU4KJYKskBITK6LOHoZWdfIpYSEnFarhmwoTOYT+r0RrVKVMMmRVI2KY/Paiy+ytr1BqVTGm0x5fO8heQpXX3iW4WjKwf4BWRSjyApJkJDLICOhChm6oaGoMtVqGciZTeY4jkzNKVMsFjg6PkQmRxBBViSmrkvRMUlCH0PT6I2nzEYjWo0KrVaL5eU6qqYShwlhmDDoD/E8n2azzngwXQR/VYX19SZpljHzPCynwMpSkzDN8f0QRZLI05QsTul3epSKBeJcxNQMDF0HFchknGJIDiiqhq5L7O8c8e6vP2Y4GjKYLtBpmiqy0VwjDX2S0KVzNKfsFBBkmcgPyYKQtz9/F3ea8F//6T8iVzN+8ul7mLUC7aMO48EE5SsmdrGEqWW/UZ3/rW5SBV0nQmSS+URhjKbrCMCg2yeKI9Isw3U9kjBkOh7z3i9/xTX9K3zlGy8znyS89/mHnL20wXPPPsWF9RUiRHrDKeP7bd7+6Xvs7O2h6Smt5TpVy+bS2TXqqys011axmlXKRQtZFhhNA/xU5MLTLyOoRQYHDwnHHap1E9UWicKQGx9/yJXnnueFl57n/r177O0+5uRgB6dSxPcDJsMehqFRKBawLBNd1/D8mEqlQq8/QVMVGo0Go6lPkiUouo6iaQSBx2TmoWoqRcdhJgsk8ZfQ1CynUCkhSTKu79Fs1QmjkDgO6fcH6I0WQRCQiyJeEDILIwRFJxeFxWhK11heXkIWUwxTZdAbYjkGpqrSPj5mMnW5f/8xfpzR7Y1xnJwHdx8xno0ZTyeLxbookKUJUZTiz2cI8oLzR54hwMJlI4EoSvROOsy9ENfzca2AM8s2vf6I0+MuF7Y3+eRtZUEs8F3Ky3U67WMODg/pu3NOhiNmU5f33v+Ifq+HKClEYcxsPvuyyH+ZNfE94jChXKlSKeVImUwSL+Cieluj5NistBqsLDcZdnuk/pTR5BTSgNFwzNpaA4SUcqWAqi5O+2VJYzqbkgYZqqown89RNBVBlHm0u8PScpM4iBlP58RRhFO2WVqu43oe3dMOQegxHU+o1+qsr68zHAypN2tIksa9e49pt3uEwfxLkrhCqVyg0Siz4NiDuLaEKMqMphOsyZRasUih6HzJXFNptcpcCGJsq4Afp9QaNSQhJU1TVtdbJJnIcDSlXK5QFFR+76tfo7FS42Tg8hd//mNu331Ad9SGLCfJU+pLK6xtb3LSHaIoMioiy/U6R4MOq+urlFyb4WDEdDIjimKSOOXOnUegyERegJgJzIOI5aKDmwtMB0P8OMEPAjTTYFHBRZLgSzFnv0cU+KyuLPHMc88xGY9pHx5CkuCORuiqyJ0Hj1FtDUkVIc1RTRnXDzg4OaZQdDDzhPWtVaazEaf9LrVaFUVQKds1RBQe7x0goZBEMQ93Dlg7exZBlBAFETEXSMnZPHOGn/38bVRZZeS6yJqKoijkAsiCRBzHRPEiDEu+eCVrsgRZgjtzsTSF5UaDguPg+iGT6YTpeMRpFrG51KJYdBYyxjyjVHSwLZMkSVBUGd3UmE7nCHlGFATMp3NMyyZLc0xdRpAzslzEskp0umM0WaRcKdIbjhh251hFm2azhqHImLqOFyaMTroYskqhWETXdRRdQTFERjMXIU948toWF65tEGc5eQaCIpDlAroqkgUR08GIw709vNmcYX9Ivz2mPxjgCQm/+OxDJNPgd37nDe7tPWav3+Gw3eb+nYd89OFnPHXtGl997bXfqM7/VjcpWRRIEVENjcCNsW2DwAvoD/qU62W8IGE2meK6Ht35hKOPP+LuwTF/9Md/yB/+3mtsXl3j6tVzrFo20/6Iz+8/II8EVgslnv3G66zNn+X4eIf+0RFKJuHLOkrZxqoV0TWFPAFSKNoaYZ4iVkqYa+cRrWX2bn7K/mf7FIwhcz8hUQccHXd4/pXX8Hyf0XTGMy+9gjvpcOPmLRqV4kKLHsWoWsJkMgEhQ5Rk6o0aUZyztQnq6YD2YEjmRgi5gKpoGIZNnovMZnNWWstAiiTmRNHikrBcqSCR4/segijSajawLZv+YMhkPkdVDB7v71CoNSk4C+J64LtkSUSWJoiKSL1ep1opM5+OSSWZLBMW2mrV5ODoiMnIJw4EZlOPWqOCFwSIsgbCIvjbWq7ghhE7+ydopo6qq8RJiB/7rDaWefnF52nVq+iixGDksrt/DFGKN/U4aHc4c2YN1bKIQh9b12m3e8RxgotEdzJmNJqQRRnj2RxT15EEFUmSAIE4zQjDCNfzCP2QIE5IsiEZGWEcMx6OUE2ZKKggpeAoOgQRJ0dHrLSq1IsOUpajyFC2bSRyhCz7cqRXZDJd+JjK5RIIC+K9ZhhM5lMGozGirCHkIo93jigXLS5d2UZUBAxRpFAKGc9m7B/uo5sGpmYwGg248sRl4iRfvLarRSrlAqVSmVqthOvNCCKDpUYNkYxyySEKYzIxY+fxDnFrCcNU0HSFpZbF1uYa62urnLQHHHdGIOYYhsHO3g5awUG3baIkYj4c85VXXmJtrcnecZ//+3//1zx+uEuYhIRRSKNQwllf5p/86R8QpDF+kDJP5py2T9AKMq898TxeFBMdu7SWq6xuLhP4CTv3d3FKZTTLon10jGJZ5LJEIqq4UUK7fcisVMK2i5iyTBBHzL05ZAJpmtGoV3jpxRdZW13j0aNH7Ozs0GjWmQx63PZntJabtJYanA5HKKqKJYqEUYxpWARhxLJtEfoBXhSTIRCGAUeHx2iKTjgNiL8ck99N9xiVS9z54gG9ic+f/Mk/YvvieU67AwSg3+9z94vbSKKEVSogZItLuyRNyXOoVar4ccRkMCYKI0hzZEnHCwOcIFhcz4UusqJgGwYrjTqKIlO0NExDQxAFHNsknE8xdIVSyWE6HaLrCkmUM3entJaW2dw6Q6fTYzqeIAggiTlWwcQyDQRR4DDuUCk7ZHmKpatorTqtVp1mo0EcBiiSSBwm3H7/Y9qHHa488xQbW8vEgsRo6mPaKv3jEY8eHPLwqIduarhDF1GXOB6dEmUCmiyz2qxzeXudtW0TQVJ4VZaI5lPuPzzkb3/6AX938yZH4QjHzBFkCJOYJEuZeS5f3LiDoVq/WZ3//1UD+f/Hr8APUMtl9FRGyCRsS6d72Oage8zDoz2efPk5zl44y2DQZ9Q5YuJGjA4O+Yv/x7/hja9/hdUnz5IOArqDkNPOKbVmleHxgC8e3GKaR6ysrfP6N15DkkSkNGFrpY6pKUSux8wdo+s6mSjS7g+oNWromoR4aYmZm1C7sMyDmw+Zne4wf3AfLVvAOB/cvc+zz7/Aw7sPee+t93j+hWs89cyzzEZ9XM9HFIQFfJYEWV1cZ6VphKZpNGs1Ot0+tUqZrFhczIIDd8HhIyMKQmIjoFot4XtzrIKFYVTIspw4jlEkGenLLz/IF2BbWcN3B8zHc0ynzFzIkERYXWrRbh8y6A84s7W0oCsjINom86nL3sERvcEYRTGRZBXDLKCqClkeEyUxhVKBKErJs4xmvcGjvX1mQUh9uYlhmWR5ghDnIIvsHx8x/sEIxypQrRW5dv4yK60an924jS7bfH7rJs21JtdfepbO7iFmwV7wCUcTJqM+vuchyzJ+FLB7eIihaGiyiqZqyIqKqmmkSUaSxIssjbjIGhWLBRBS4igkJ6F9fIpTNHl80sFQJLq9Ec1KkUGvz9LqMstLNTIhhSwjjhMQhf/0Mk2zhPF0RpJlhHFGLIggyaiWw3FngCxIRElGsVrDDUKO9w+olyu0lltUG3X29w5wbGtBrhAEoihCFEU2N1c4OW7TahbZ2NigUHbYOdgljGOiKKRctFGVxbg0TBJs08GdzphNpywv14nimCj2UDWTQslE1jVOx3NSQWd9c52R6zEaDJmN5zz/0us89ex1emOff/Xf/4jPP/iMXEmoNIqsL6/xrVdf5cmnL9NabfLjH33IymqLBwf7tOd9NpstvMRnPJswnc+Yux6FpSbLGyvMvRnj/hxilUK9jG7qhH6CIsmICDhWEcM0yfMFckpVVCRDIA4WTrLXX38DIcv5+x//hEG/x+raEoaU0aoVqNdrzAKfaqWMH0VESU4GqJpOo1Fn7s7x5x66rlMpldm9P8CyVFRDR5UVvGSKYzuoioY795kHKYqs8pM3f8Hc97l06RKvv/oCIjn/4//4l8xHY6SCThRGpK5HOA/QDZPBcAgSGKaGqS7Cz34c4fse5ODOPVLboFEpkwnQ649YadawDBNFBlUW8VyXJAwRhIww9BDyDF1fZMBcz8UwDUQRPHdGEsc0GjWSNMbzPIxUZzAYYpoWcRxjmwamrqPIcxAEKqUiBdtCsCwEAcqFOtOxz9b5M1TKZYIwQZJVSqZBvWSxtVRjMprReHiMbZicHg95fLjD6OiAXFG4dXTM55LCv+6OEVMRWTe4+NRlrl05y1OXNvg//p//17zz8W3eeftdhv0RbhzgFG3USo08zhh1R3z62We/UZ3/rW5S+0c9LjWr5G6OrmvkWch7739MKOUM5mN+/Lc/4sU3XuIf/tN/gFmvcXjQ47R9TPuow9//8Cdc7vTYWF9j+8IWR70uH/7tB0wmLuM4JtMELp2OcUybF1++CsGcZDIkNUtMpy7HR8eQ5yytLuO6Ad3THRorNYp1G0OH3cMOq2Wd5fNfgdde5eDohHt3H9Dt9rl96zaXLzzB+x+MONw9ZGO1juUUSYI5s+kYURIpFBykTMILPLIUojhnPgswNY3IC+l2u1TKZcrlIvVGBSFPOT064fhwiiRlVMoFNE2mXi8TBhHzuUeSxgukkqoQxgkFxyEnRFZnVOt1ACzLIEoiDo4OII2ZTScUC+eQBEjyBMc28eYxaZIjKxpJmiMIMral01peQhAzgiTAskyiaIypqRimwePDY8ZhQrPVpFQ2KeoqrVqFyXDAaOLS74/ZH8/51bsf8EPpF2yurlKp1fj2d56l3z5l4rtcuHKZYOZSW2rwte98hdufP+Tf/+1/RNM0dEEgyzKyTKQ3GCIiYlk2jVYLU1EgT77882yh9s0TVEWmWqksltnTMZkAYZrTn80xVZm5HzIeT8hWq4SBh2kaRHGErmpomkaahgiCSJplyLLKaDLk5t3FdZrf7RGGEUtLS8RpRhTGiLLE4dEJuZDiunMqxSLj6ZiVpRXcSpk0DNFkBafVwrEdBEEgihPW15fZPLPJbOYxmE7pDAYMhn0c4xJFxyDOcgajPpKgUq3W2BlP8L0QWZSRhC/3f7lAmGTEgCwvgt1eGDDrTxDChIsbZ7h29RphIvCzX36BHwr84R/9PqWGRb1eYHtjFctYmIn7oylClnP+3DK/eO9t9KJJKkns7h+gaiqFUpFcksnTnMloRKlcZm/nCCNJMG2T8EvP2svqc5QtAwmHPM/I8xxVlKk4BdI4wc1nLFfLmJLAO+++jW0abF05z9Zmk+7pKc9fO0dvNGZt/QydwRhvOuN0MiLOYgzdRJQkgiBgOpthGBonD/fJ/JR5OKe2pLO1scH2yhoH+4eMJxNSMrw44tzmOkf7e7z74Qd0Tjs8ff0q49mUxw8fo2gKc99jNptiCwr/4NvfYe3MFv/mb77HeDJElcoIYk4cJQuPlKZCDkmUoioqpVKB3nhAtWJRrdikScxsMkErFSkVLE5OJhQKFiury6xurHDaOcUPPGzHQpIVTEtnMpgwHAzJ0hTD1JFlkSgJOTo+RtUNKuUycZTQai2RZMfkGdQrFbJcwA8XaqO1lXWsUhXZMhiMfbJYxJQyRFEmyxaUj0q9yCvVAnEY02qU6A4P0ZSM7qyLbrAwJQgxpDKd0w7xPYVbj3b44Y8UXn/xKb729Rd4/ql/zjvvfcBP3/w5CDlW1SCNYrLcJp55v1Gd/61uUsWCAZmAANiWzK2bezx8uINZdKgrEh9++hE3H9zl6pWrfOuNr1P/X9S5+WCXf/uvvoeXeMi1MnfvP2Awn/Hk9ad5XN5nr38XGk1efvklfv/ZCyzVHHp7+7z/zq9wRy5bm2e59sxTbJzZ5NbNO0zuP+LMufN0B20GnTG7Dw84u7HGimxz+/59Pv7pPa69do2XX32Wy1cucLR3zL0HO7hRyMWLT9Dr7OPNfcJYZLlWJMtTarUKIhJe4DOdzrHtApal0en28YMF2aBeq+D7PngJhdDGMvWFVyuJ0XQFWRZI04jxeIiAiCQtxIVpnhJ6MSftNsVSFUW1OO2copkWmm3gFByyJGE2GVGvlmnUirSPjymWbdbWVkijjH5/B92wQdLxw4Q0WfwQJmmEqauUa1XmsxmR71KpVNnZ3UeyTJo1nYKuYglgpAmrRYuqLNLXi1w4/xRZHPFp5Q537+/QnYxxKkVODnfRFJUHN2+Semd4tL/DL97/FS8fvcyLLzyDqMhIYorrx8RpShKmZNHiwGCeuaTpMWNNw7Ec4iRGkWU0TUGWFWbuFFVXMW0Lp1rCKlucdE7ojkesNRpsX7iApWbEaYokyWR5TpplSIpMGEYLUkQuIkk6UR4v2HCSymweEEYRWZYvsESCQuQtTv51TaZUsBDxKdoWWZZjqBLVUpHTdhvHKSLkMBoMsAsWqqIgiRLTucvu7mPcKKNeb2DoIqVyCeHLyIJlm+SZwGjUJ05iHNMiS/MFbimJidIUWdHpDsdEicxgPEWQJHrHXa5tX+QbX/smsmrw2Z2H/PXf/ZCKVWUaKRzcfcy2v8oTl8/w8ed3aTbrkGSYpkYqQJjk2LUG7X6HNPZZLhYYDceEQYgpSHjJDEVSWFlp4fsBfuBScWy80RgNAcdQ6XU9TEtH1XVwXdLAp2g5iHFE3TY5eXwPg4Cr22eo1IpUqiUaRYtUEKmUCgiyQqNSxjZN9jsduqMx7U6H+XyKUygxnU2IZof/6UWFkBL6IaP+gM3WCufXt7h7/wGxJNIbdCkWLJY21hj0+miaShRkPNo7YufkiCBcTDsMWeNrX32Vf/zHv8ePfvUeGaCpGmEYoWgyQRgiIyGKEkEc4YcBewd7yEqCpoucv3AGURQIgoW1WBJFTFNnfX0Ffz5jNp8yc10UUSZTDFw/JAozJClj5idM5i6GZdEo2AxHIbblYBg6lVoNRTHwvMWe03NdNtY30BSd096AQrHE2vY2pVod34uJEwFBUPG9gHLF5LQ7pmgbSJpGmOXoqgCKSqOl8NyzV+mNu8y/+BxDt5h7HstLDdqHHfLUJw1mFIo2xUKJtz/4jJNRj2tXzlCulHj++ed4570PqJaKbG6ukKYR086Um7/+m/9snf+tblLvvPkef7q+gaktvhhN1SDOBOI4Q1I03CRCSGLuPnpE+7jLV994lcvPXeVf/h/+Baf+lKpu8vizh5wcdbjzcI+zLzxH8fIW55+6wGqpQAto393l737wQ3qzMZVylfv37jNz57zxO99k+/w2D+8/YtwbsLmxxDzMMFOB9975jCtXLvLkq9f57L373PrwHlbTYR6HLNVqLFVrCIJIZzDi8YFBOhlj6CKipGCaFk6pQJomaLZOkudMpzNqVZ1yuYSimNilCnPP5ebtO4iiQue0R55nGIrE5uYqhYKFbkoY6oJCMBlPEWWZLJVQNRVdkllXNuj1h1i68+WOSEOxDOazKYKQUatWWGo2qJRt0shlOJxgmTZBEBKnKWEYkSOhqiqzyAcpYzKbgmxQ1WxKpSXKlSK7O23u7B1TbjbQxQxH01gtl6mXbEajOeXmJv/tn7yKkmZ87z/8HevVCpVnHQbTKUjw4acf0yiXEYEocClVHMKoyM6DxxRLVUqOw8nRAVG6gHHGXoiMCJKILErIgsR4NMGduWiajmWZ2JaB67u4Y596s06QRbjDEUZkkqbpQlI3m6OIIuc3NsmIMQyLIPDRNJM0hTjKGAx7KKpFisjhYRvXj1A1k8nMIxdEfD/AnvuYuoUk+9RqGufPbaJrIoYKtWoNQ9XI0pSCY5ElDQqFEtPplDSJGA9DRFlB1nRM0+TKlat8+PFneLOA1eb/h7z/arY0z+4zsef1fnt3fHpvy3W59g00mvAEQBIaR440ki6kS30KhS4VVEiciWAMScwMBxhQBJvdaFfd1eWyTFZlZqU7mXn8Odvb11td7Brdsm87Zn+BE3Fix1r/vdb6Pc8mpZKNWCQk+fJi0NQcZoMDBr0BtVqF0A/JCpH2eoPeaEIuCDx88Aiz2iYrChQkTMPi/MXzCJLB3smQ/+Hf/h37x/s8nN7j7kOLWqPKeDLGNB1K5RqNVoOTnQFJkTPyA57sHHDYPSHxZ5w7vU6tVuVg/5Bhf4JjWhimgV6ykZSCsmqiZSmOoqCKoCNz7tQm/e4xtVqVJMuRcgNDVZAFsDSN45MTTEmi06iy1qmjmxpiESFKMB72WV8/xWA4Jhfg/Kl1BAounjvLO++9B4pKlhVIMWRxjK1ZqLpCEHsErsuoP2Kr3iKLYxqVChvnTnOwt0/ZNBDzglalytlz50mLgoPn+5RLJeRIRSkKbp67xB/94e9x7+kuP3vvQ6aLGXohMJhNqVaqSEhfjVpDMjK2VtqYUsp8MeWNq7dYX28ThR6D0ZysSBj2x2xtbmGYGuNxH8uqMZ25kBU0W20OTo6ZLmJ+/cF7yxrg2MiagV0qc3R8DKKE41SIowRZ1tB1HVXRqaVVTN1kNJ1RrtZ49fWvYZRtkrxg4bkoWsHRfg8/jOi0HHo7hyTVMs3VNn4UUzjGUrYiwMXLp9Gtf4CkyLhhwqMn20xyl/Zqi0wAdzZGk3OykoZRyZD0mMPeAUefHHO4f0wYZew997FMkFWJKP/fQE7quL+8BtPLJr2TGWkCb73xBnc++wTb0Dhz/iIn/T67wx55eED3+JBrXzzi5tuvcuXyKUzL4NKZNSZjl+OxR3OjQcmU6e30efjOJ9zrntCfTtidLJgGEX42pmUYzO4/plxv8fqbr6FcvMDjh0/Z393Habe5eOkC4/0Bf/83v+L1b17n+rcvs/+lzqO9Y5qNGj/525/iLmbIjs3ZV6+x/sp1OopKNh4x2N9FFGMWbsB0NCCOly94VZaZTSfYpoUsK8R5RKVks7LaZu76PH2+iyjKlA2FTquGKyTEAWgrdYoiJ0ljsiRGUTQ0XSdJcuIkYW19nTQTqZVL6HYJUVPw3II4jknjGEkSyNIUPwhw53OGvQmmZZFmS9ZeIRTYTgnX9XFshyAMl+fulSqqpjIcL5j7IWutKrWKhTtdkMUZg9GcxSLC1CRW1gXGvSm1us0f/6PfZ/vpDnPP48sHTzjs9tk+6jIVJTqtJt3BgCgKyPMEUcj523/3Y1RdQpAU8igm8iPyvPiKQFIgCgKWaSFKAsPBaJkxSSIKERbuAlkVyIWM6XTKcNDj/NXLqIZDOBmx8H1i3+XauVWarQo7h0cEro8oyoRhQOD6qIaFKLksgog0L8gFEUnTsAyFqeshKConowlxMKBRdrCMpZF5nPo062WiKCb2Q4QCVE1euoUmI0RpqarQNI0kzYijkJ3dY+qNFmEQUXcc5LxAyAt000JRM/IcDo+6dLtDTNOi2apjaAoo4Hk+lmUR5SCJCgvXIykKbEHm7NkLnD53joNulycvTvjy/kNm8xnXrl5EVFQGozFmqcbh3gmbZwyStODBl8/YOrfBx188pd8d4qgqTm2VM2fOMJ0uG2Tk+YgUiKLAcDhEyTNOra0hmwZlSaXRqGCbMhcvnOXoaJ96s8ajx09QZAVNV6lVq2iKxGzm4o7HmJUau8dHXDy/RRhESCLLrOBkgiBCHIUkYUS7WiITRL79xutMFj7v/Pxd0iQh82PsZgtdkSgKmXKrgaGoTKczynaFi1tn0VSNxKkgxRm6KqIrKqppEJNz9GKXJIjIsoSLly7x+//4T+gvPBTN4vzZM0SxRxEm1Np1mtUKQlEwD3y8MKV7dIymaty6eZ1hd5/9vSN0TSJJI3w/pt1uYjsmgrBU+Kysb2IZJtOFT+iFzNyYJy92SXKZnaMhWSawstKgXCkTp6AaFqPxnCxfkmBABEFguligqhquF1Cr1bn12ss4tQre3OfRvSfEWc7mxhbecMb1Vy+SJymDnSPG+33MkkOlbhEl2XLELcuAzMb6Kv/Vf/4X7B4M6Hb7DMZTGu0Wnh8gIJGGGbPxmMaKSRQu6CchgiZRapWpFuCYGkWeMehNGBxPfqM6/1vdpMI0IUpzRD9HFESOjwa89NpNRvM5+9vPSVIBBAVJVNFNDVeGZ4Nj9EfPkHWNjc0VqisljLUS5ZbDbB6hInNqvU6jepuDZ2UW+0ekYsHo6JggXO51xDjhg/ffR5FVLl69wJWXrvPlZ1/y6KPP8SYe125dJ5nk/Pxfvsu1N/q8+r1XECoqiiFxPNqklsTkUcbh3hHSYAyNJlunmlx+5VWeP3rE9uPH5EmMZWrIooSuKSwWPrZhkCVLerGsKpRMk+lsRqvT4fCwi22oTGYTAg/OndsiSwtyscA0DKI4IYtTFjOXklOmWi4jaQaTqUf3uIuqzVjdWIE8o2RaRKFP76RL3qhxfLhPu9VhMB6QZiKrG5voRomjoy6SKFOtVsmSjDRN0DWFIAgYDCecdEeomo6jy5xe7bAdJBSyQpIVlFWBjc0Gm5vrhPMxnx8+xTEMtjbPMJ0HXL18kU8/ucfF9dOcDEdsP91GNdUlTSFNKZVV+oMBgiQi6hK5AEmSUQAgIAgQZylhFCBIEoUoLE/245T9/WOcssn62jqSIlGp2JAnJGGIIC9pA0kSY8gSlUod0ymx9+BLoijB90Pc+Zz1tXWcSp04TcmjiHK5yosXO6RZQZjkeGGMKMmkXsTDu49QhYyrlzaZrdbJEp84WqFkO0CBrqocd/vLF7ikEEYBORClKZpuIgoSx0fHHB33OXf6NI1aHYiJwoTJZIasyPiex2Tk0mg1KNkmjVaZPE/wQh/f80lFkRiBrXOnWYQFWZJhI3HlwkUQRcoli3rT4M/+7Lu88/4dKtUS/d6A6XTKnY8+5es3rrO2tk4YpYyHE66/epWfffQxShRy+vQqYeoRuBPyJKFZr7C5usr+/iH97ojZZMw3X7nN26++wq8/u4Moykynk6VOo2SxtbHK5tYGjXqNB/cfM52MMWQRwTAYT0ccHR4S+VO2tlqIylkW0zGGrnLq1AaLIIEoYTge0WyvcPbceU76I+58+hmzyQy5iPn666/y+NFTBElAIsPUVFYbTfzF0uU1nkyZjWeonoRlGpRMm9OnT3PmzCnMRo1as8SlK5c5d+0Kw1GfmzeusLLWxvU8OiWTtbN/iq7+GXG0/L5Zsoxl6vhxzgefPODv/u3fIFEQRiGKqlGplKjVWqRZTCGOKVXKeGH4VUC4IE1yPr//lK2N03izEMMQ8UMB1/NRVBt3NqNcayKqJi8OjkmTDEHIqZRLKKqCodskec544SMpMpsXznH+4kVERWZ/75BP79xDyRXe/PrX+OEP30XTDP7q3/5H3n7zZTa21vj1rz7C6lRpBavsHwwol0xWO1WUWoU4Lig7NhvtnEtnz7KYu/hRhGNbSLmIIssossxwf4bvFTQ3GiCkWLYORYJuqVScMoP9IU/vPfuN6vxvdZNqrjQJ4xjDNDBtg62zKwSiwHd+/5u8+8sS+8ddqqcvUqs7tJs25YpBvVGjViohJTA/HvL+vfuohsbKqU3CTCR0faIsoSprXLt+jcaF0zjnTvPBnbso/gI1zFALgVarRipmvNg9RNEUrr10jdFgwp33P+X5SZc/+N53Mc0SX35wn173Xb71j97i7KUGv/PdNyjSgt7ekOl8QYGEXVJA0ohVnWsvfw3bqfPRB+8xmPmsrzYwbRNBkDF0HT/wKYoc3/eYjEcEnosoa5TLJp1OYxkOdYyl6TQr6A+GlGwbUzeIpRQrMZZXerKCalhI85B6rcbxyQB37tJo1RFEgSzyMDWVJA4pORYrqy2GkxlH3RFRLmEYOmGaMR8O0TQT09aBFFGEwWDEZBYymCzQZRWjWqFcdjh/ZpPd3hBSkY31NitrG+hSimqXuLS1zrR3wnw2p2RXAZlXXnuV4HJC7+SEU1vrHJ/0GE1GX9lqTZ7v7ENeEC4iBEFCyoXli64Q0FQFWRHQdZmVTpNqyaTXGzObzUmSBKukE8YRUpEgiSK2Y5MmCWKSIIoihm6iKxIPHm/zMFvSB05vnSWIhvhBBrKKqGi4rst4PGbuLkd8uqHhpx6SolIUMDjuMuyOWW9XaTebJElKs9lhPg846Q1pt1pEWc5gNEHTTRp1m0IoECURP4xJfQ9RULh29Qa93hBJluh2j7Ecg/EiJEmT5ajbNFld61Apl+l1jwljGUEoEGUgEanUagRZxsnER5UEgkVEo93k8sULbL84YH1rgyJa8PLt08hqxt5+j8/v3ScMUkQppdOoUW+WEfKUjWqFZtVhOuhjqAK2plAIEr4fYDsWqqoxmc1I0hShgPVGg2g2R85i3rh1nSjOGR71GYwnJHlGEHhkWYJY5LiTMXkcoooiqiQQhwtOb65wbqNDpazRaDXJ8gTHMrFsG6ci4fkRsiQTxhn97gmm5fD666/w85//gvWVOjdunGdtpcF4vOCk1yVJUzZW2kSVMp4XIWQyb771FqubK5hlA0WSqVQqnD67QZII2IbGq7/zNkFWsF51cHSFwXhGSsHhYY96pYpVdlD1FK+fEhYiJcWgpsPZtVUunTlPmnjMxlPCcEG1bCDJMlEUkGY5rusjCjJRmi3RRaaKaTc46c24/8V9LLuMYVrIooyq61hZShgndEdjyFKyJEBVZdY3T0GRYzolkCQEVeXc2fOsr60xm814vvOM5y92mc8TvvX1t3nn/bv86Be/YjKdMgkj+tM5/5f/5s9ZP94iDGKKQiBNBVbaLfjqsCXJcpJEoF4t8Y//7Pf5wz/8XXIgyzI+fv8LPnz3DqPpgpJTpjvp8ez+M05dXEPVRTpr6+iGRtCbYksyVc3kNxHI/1Y3qa3TpwmSlLJUcLR7glDkrG5UkDWdf/Dn32S08ImnPtl0RjCfMOlNmc5jBv4hn334Ie54hCgUDCZjLl25wu//6R8hKRbd4yF7e4eU62WufvMVXr11iXMbHaw8R8iWxdAxVEplDakQCBcRpqXz1vffRt9cY+R5HBQxV/7iKqe+cZ7RaIbSsPjooyeUHQspy5hPZ/zsp+/SG44wSjYrjTLtdp2NU5tsXTrNy9/6Jg++uMvY8xAEmI0meEHwFf5GJhcUgqRAkGSKPOHC+TPUKg6zYR/dMFn4IVG4HLlkWUGl4qApKoUBhmETZAJPnjzBXSyVEB1RxLRMNjbW8NwFuiJhmwZxErK1scXaaocvHjylN5gSFwqmsSzCeS6Qphm6rmMZCooiICka43GA7wdojkwYxYxnc9r1MsOZS38856i/QFFGnNnosLq+xqTXIx0uKK20yfOU8SCgXCpTKlvYpTNcvHYeASiKjKJI6A3HrK43ebGzR68/4fmLfQxHp2zZZFmGCBimSqlkIgk5tq7gl01m3oIsizh1epNaq8L2znMMXccpl5BlCUXTWAQBsiyBILDbGyHGCUUUE6f7qLpOkEts7x3RHU9QdRVR0wnDZJnUN3XqikIQpZRKZabDCZoqc3pjBdPQGE0XbG7ewCkZTEZD/CgkWcT4cYIf+WjmGrKm4PoeBQXTqYe78BAFjZNhn2bR+KpAm0SJTNO2GPT7VMpl2p06hqGTph5JnqJIElmcsPBcqs0Gj3f3ODrqYggWtm7z9utvLqkFAqRZROK7+LmIJmQ06yUuX7rInTsP2Dq1xupKE1kBd+FSVmWIEqQkplK3ESlwLIvxYoqqqiR5Tve4iyKAJhRULINGrcxo2OfKlQsMxlOm5EwXCzR9yZM72NlnNpsjFTlr7Tabq21qtQp5HiMKOVcunUMgQixyGs0G08kY0zQwVYMiz9BVhdFkjFgI5EWOXbK5dGETWUzoHR3QbLR48fwphgppliLKIptnTrPWXqfT2WDie3RPjnAnM/wgonvco7O6RpGJTLMIu1oG1ydKMmxTI8hSSlaJsuVg6gpxCsgyrWYdXYUkKjAkkVvXThNMvsbuixdohsjxyQ6IIjs7O3ieS73ZQFYkBEHC8wKapzYYjaYUgsxg3GcwcUkLHUmxEJSUTqvDZD5m4bpk+XKXKcgakqwymbpIooAgqnQ2Njh3+QqObfHowTbPnz2l2ztCVjVe+9qbHI8X/Ju/+feEScg0maM5Fp99fo9ff3CBV1+9xni0wJ/NyeOANI44OOxySTuDYalESYEkLq3Gml4sr2YF+OM//DaXNrf4j3//Dos8JN+JGU8S1uotnKaNUXIwLY1Hz3aQ05A3X7rO8yfv/ifr/G91k0KWCNOUQhJ5sf2czz/4iMtXL/LS11/Hbjex05xfv3OHLz/5mDjx0UyLW7dvs7e/T7d3jCIWNDpt5rHHi+0n/OxHP+Ibv/d9LpzZ4ovhkN5wzHpvTKIq5F5AnCSkaYY3mbLjTlhbX+XcuXNsP31B7AesXtjkrTdusr3fw3AcTvZHVNo2+/f3mQ00ZHLS+Yxf/PKXnD53hq9//1s8e7bPL999l2c7z6npKvVqhUajxoVbl3j5lddJ3DmmKpLHMYPRkN3jA0aDKVGyoN8dI8gCnfU2uq4iKQpBnJILEsfdAVG0pJtXRYGFKyJJEVkicHi8Q4qCohgIYopd1rAcC1WRUcSCNAqQioIsTkjDZWg4ClJKdolGPSYtRMI4o0gSDMsiyTPmizm6AoJkoIgC1XoVrT/GjxMm8wWiAJaus7XSoMhy3OmMZ3HEqY0mjeYKkqZTajQQJZHeyYCTgcvZcxphmi3116pIgUiei5iWxfmqzfnzm+ztDHn44CkPH20zGoyZTEdMphOSJFsCOskQRZE4jljb7FDt1Pni8y8YTQYU0rKQJ0mCv3CpN2qULYu8WB5PSJJEmkiIUoHh6LieTxGEIEq4QYAgChgIy9yZKKPoGpVqlTCM8U6GjEdDFE2mXCsznA5RtXOsrnQ4PjpGHYqsrbbJsoxnz57RbDUwDJO5O0eRl4boRMqRRAlZ0RlPF5BLTKczbENdYrO8Jc16b38fUSzICTF0DU1VUUUV3/cQBImyU2YynlGyq3RqAt7CZ3VlFccscfh8n7O3LrC7v4tUZMShjybnSCRYWoFtqrRqFcbDAVtXzpCqGtbmBgvfQxNlnGqdNEtwyg6CJDAfz3i+s8t8OuX02gaVtRVkIWd1rYPlGES+S8nQOHN6C6HIUBWNfre/tAtrOiurK1imgWXZ6IbBtStXqFUsJDnHMsoIX+UI87xAVnW8ICSKU7IcBCBNEiajAcdHuwxGfTZWGhS5wHwx5cqVC3RW2vQHc85duILtVNl5/oLnO88ZzRa4owmkIWsbm9y8eZvFeIymmSimgS6o6I5NFIUkRUKn00CVRIqsIE5ywiAkjhN0Xcd3M+IgRqw5lG2JSruKPazQqNq48wH1ikOUxPh+TB2BOEyYTGdkSUGepUwnE5IoZTgc43oRc/eEKIk4c2YDQV4izTzfww9DkESqpRKqYbJ30CMLQzrtDq2NLTIE7ty5x0fvfUjoeaRpwltff5t6rcH/+7/9lwymA6I8plwvIcsy0TziFz95l1s3znP56il++fM7PH74jHtffIGiqpw/v0WW5gyHi2XmTlYpECgQybKCqCg4e2WDK/0r3P/yEXIB66ttAs8lERKk+ZxmxeAH33yT3fvbPHzwv4FxX7laAUkkThJyGbb3X9A7PqS3f8gP/uT3WL98hpe+/RL3dw6YHh+ipiGfPv4cQZBobLSZDPqIuoxTrxHMZhwcHPDF3c/43R/8DmduXeHZo2c8vf8lzw/2Odw7IJmMUEUosohKSeXyxetIBVgli53tZ2QFnJcdene3SVE4OB5w9dZ5GorBX/+rvyaKxkiSiGAodGdDXpwccev2K/zRP/1HvPMffsr85Jj+aEQULhjO+oSuy2I0QkhjNs9tsXX+DAsJ7I1N5n6MurrG7KRHtWxjlZYZHjfw6fb6mIZCpVKjyFNcL2A8mxEGEZvrpykEhRc7hzRXVlB1izSNyYsCTVXIs4Rq2UIRNTw/gDwjTTLGwwkrrQ694ZzBeIFsWSiqjq7pCJKEJGbYtkkce+SaQqVisbW+yu7BMXPXx9R1DrsjqmWHVqtGnKSIisIihBc7R5wcHtE7GrK11capNDAMlUcPv0RzyvR7M1ZWHVZXm0trcaSjKwqSIlKr2Zi6iFAEqErCxlqTUtmg1+0jCALlapWS7ZCnMYqlUBgClbqNqokUWUaz2WQyniCJyyaqKyK1koUbhERxgipKCBIIsowo/68ZoxR37uMVAapqYJomsi6Rxgl7O3vIikLgu5iWydUbNxBFFW9wgGEsFezeYk69VsMplcjShAsXzqNqCpqmoKpLHmK/P2B9bZM4yvH9lMV0gWFakKekWUqWpoRBQJomqIpMtVpjNOzjODqddhtRWAo/7XKZ8+cu8Gh7jzsffsza6hZFJnLr+i1ePN6lVi8RpQnuYkrJMZgvPCxdJrYkXn/lGqP+HFkoODk45FZwm0nqUWnUOB53WbgukT/DrlogFSxCj/l4Rqda5/z6Fov5HPKcTrtBs16lVjbRZBFBlBEKmd7RIUqpjGUYZElMEifLHFW6fNhMZzOgwLHP4JQdsiwiR6bbPWLQ7yNJCrqqcXTUo9cf4YcpsiRj2gaaptCo1BEFkSBLOTk5YXV1lfW1DV595RS9/ohPPvmYw+NDOrU6JU2gubWCYehcvXaNzc0NUimjQCADfN+jVjNJMgEEcQl7TTMMTcHSJHRdYraA0E+WHMcwJI5NciSKXCYTNaI8RxZEZFVFsW16kzHjecxs4XHno09BEFE0ndFwjBflGLaDpGj4Cw/PDymX60RhwGAwwizZhH5AFmVEYUL/ZBdDlnnp1g3e+tabOLUK739wl1//4l26h0eUTYs3v/EWr7z2Mv/T//Ij7nz2HlrJwCpZ6KaJLIqYisBgOuCX737EP/7zH3DU7dHrdjk4POTc+TM8uP+AOMlotJrEeZlKtYJpaktYQJSRFwKWqbO2ucHnjx6yf3JEqaST9Hzsss1Lr9xAzwvWGk3WXi+xsdLir/76r/6Tdf63uknlWcpqu4IsidjVEq5QEIYeJW/C//Q3/45vvPUW19+8xR/8yff4m//xR5DPyJIEVZOXl1N5RkZOoQjY9Qq2bjDuD3j6+AmnX77O7G7AydMnSKZIkkX0ZlNUU8PQFMq6iSQKPH3wgM1L17l45TKDwZj9vWOaG5vsDwbMBhM++Ls7/Gf/7A85d/kc//HvfoJTUWnbNWqNOv54yp2f/JxLb32NH/zZn/Dw3l3e+/FPEDUFOc8xlOWe6unOCw6GXbwsZDibI6oyuwcnCLJOa2WFTqOGokpESUgShYyOT7Btk3K1hruYI0lga2WGwwnDyRyQMOwyfpDiLaaIssTmxgoV0yCJF0iSQKNegTxDEUGVFdI0QxZEbl25wH53xNzziZMMd7FAUxWsmoOhagh5xmI+odHSabfLQIbvh6iaTEaBG0VoCOj68ow2F0T8OOXctYvcfv0V+s8PCEURAfDnC0r1Ku+//znjxT6CnLO5uc6f/4Pf47WXLhMmGaHvUquavPG1a4gC7Owe8uBhgCiKDEdjNF1FEAScahm9aqFZJroESZQiSwoL3ydPE0rVMo5lEAYBcZYg5uDNF+TRUtJWq9VRpGXeTFNVdFklDEICzydLE5RIIUuXJHJREL7irhUMJyMKMQUBdnf3sC2LVrOBaTiEQYjrLihXHGbTKbpeY7FwAQHfCxCE/5V+PkdAxnMDRDEhCESOj4+QVImt9TXKlo3nuiRRglA2EUUZP4oZzOaczFxkzWLvqM8XXz5jMAp55epNSprFQX+XczfP8fDBQ066ezRbJRzHpGnUcOY+s3nIuVPrTLpjKvUmdavE4WROZGQ8ef4C3VDxopzpdE5OwWw+hWw5+jNVjfLqKuPRkDRL8X2PesWm0WgyGk+IY4/dwy5TLyRPMhRJYR64HHZPyLKU9bVV6rUG/mLG/QePuX79Env7u2jyMjdm6A5hkJCmBXGSkGUFYRSTpiGKqiALInmW4zgOcSFw+fI13njzDWRF5fO793j44CGmqVO2LBzLRJRlLl29TLnaoFqxKdcsBKlABIYTnw/u3OOk1+PLB0/4g3/wPb7+9ZeJEpbZvIKlHbvIGI5GpGmBoWnESc7R0ZQ7n9zno4/uoRQLTq8aeFGEmyQ829ml3/90GWnIUq5du0KztUJ/4HK4s8dKu0O5XGa+8HBKZQphGQbP8oI4jLFNC03SyOMCRVD4xjfe5Lvf/xayqnDn43sc7hySxRm+G9Bpdrh1+zrPnh/ww5/+CpQc09KQVZUcECUJU5Pw04i7n97lrVdvcu3KOZ4/eUa5ZLO3t8f//Nd9zp8/x1++fJUEET8K8UMXWTWRBRHblvHCmBf7eyimSqEKTD2XimMyOR6w//AxJVPksSpy9cI5NjYbv1Gd/61uUgIipiaj6TJlp4xlV1F0gUwBLw/4yU9/wmQ45OXvvc1/+X/+Mz75+HNefPkYx9Ip2SVWV2NkQUAVBdY31sjimGl/yp2f/5pTV85z/eZV5qMhL/a26c+mSNU6qmlhqhJR6BEnEa4fcfyrd3nrW9+i3GwQLkJOjkZsvHyZu+98zuj5AR999CkvvfEmdz5+TBRPEUUZRIk4SwnCiF/+6EdsnT3Lm9//Dqu1Nh/+8lcouoioK4zdKeV2HUUViWMf21Bxw5iabXJ40uXe/i6H1SornTZZlqLKMqfPnsM0NchTECQqZWcZ9iwk5rOQ+SxktnDJcoEszUAoePF8n8vnTlEyLQQhQxaFJQYoF/ACn6yQmMwW+FGIrkkIgoGg6KRxjCyJ5EXylXDRQo4E3NkMRTeo1S1sWydNMkRRQhRlFFlBkiUW7oKjkxNeunEJ3W4jRhGYFmc7Nfa7YwbDITevnePv/sNH9Bc5hwfHjMZjjnb2uXn7BqE3o2aqXL5wmma7Sp4nXL16mv2DE0YzCTVQGc0mqIGELMus1W2yKKBRLlGr1JYv9UGGubIEu2Z5QeD52LoFgsiwN8RdeFiOTRCFREGAJAqsd9rYVYdefEKRRJRqJYI4Rtc0sjQlTVIkScZ3XRZRQMmySWWF3Z0DLMsijiIUVaRUtkEo6PWGxGGAaWiYpoZp2FSqFZIkYbGY0e2dYFk1EMDSNS5fvEgYe0iSxHg4xvUWaKpBuVxBljRyUSYRCiZezCd3v2A49PGDHEWxGE3mNOtNRt0pm+e2OBz2+eLup5imSLNuo0k6gRswG48ZT3wOXjwjjgTsS9dp1ppYM5+yIXOwv4+oi7RaTcajMaIocencRUI/YjAacjA8otNpYZgWtVoFRTfoDYaIgKnriLJCp9nGqaRkWYau6rTjlPFsxmQ6RkRgOp6QxDFBEHE3e8h0MqNaKdFu1jlzapMo8JlMRkiiTKPZRJQW7B8cksYOfpxQZNDprPPKjWtsnt7i2fY+H7z/S+I4gbxgMVswm84Qopw/+PM/YuXMGpIoUaQZL3ZOqDccjva6vPPrj/jZz39FlMWAwnu//IQb16/w+Rdfctjt0ev1yNKc8XDE3u4eAgJXL1/h5rUb/PIXv+TDDz5mNPOwlIx/+P3X2e9NCYoCQdZJcokkS9F0myhMOekNODjusn9wuLzOLQocx2Y2c/nwgzu4iyntdot2vY6m6ki5gJwW/MU//CNuvnqNXJQ47o744tMH5EmCZRg45TIvv/YySCr//F/89xwNxzj1CgkZAjlZHCFnOVa9hGRp6LrKg/sP+f7vfYvtSxd4+OQp5byEouu82Nvjv/uX/wbFMjk46jOdLfiLP/tTXrp5gQePDnnvg495trtDtVXj2ss32dvfJZpOadar3L58kZWGTehNiEOPJE1/ozr/W92kxExiPAqo1mwqpTLtxiquN1xSvWOf1XqH7e3nhGHCW3/8u2z8w9/lg2aDwUkfTVGY+zNkqaBl6pRNnRNvhu8t8COPowfbnHvjNmcuXeDTu59yeHhCqdagQCL3cxQx5WTQRxI0hoM57/3sPb72g9/BVixO3rvH2TeuY5Qc3GDKu798n396/hq/90d/wE9/+h9YBD6yu0BVVTIR5gOXZ08eUwgFty/f4j/7J3/Boxdf8nD7Cb3jfZrtOpEfESc2sqoxHvWIkwzH1nGsJavLc+cM+gPSOKFerVIu26iqAnmxJIdHPpoi0esNiEKRHJkgidEVFUESyIFed4C50aJRK2EaOoJQMFu4FEXB/sE+J8PpEt/EV1RkYshT1jc3cRdzyENUQSSTZbI0QS4KSGM0ZflrRkBCURUs20HXTVRJYn9nlw8+/IRwNuGlG9coqxK9kx7DkxH97pDpaI6kRaRChlN2MDWd/mLB3//6fRyh4DsvX0aXQBFSvDTC0lU2T9UYhVMyERRFZTadM17MkI4LaiWLIsuYpimaobPeaX4FmR3RH07IsxxDN7BsA1vXmU090izHW7gUWU6tWcNQVcqOSZ6UoGCpQYgiJEUlA+IoQlUFTEPHNHWKNGN9dQNdlVAUmTQO6fYHCILIdDqivdJAN0xEUaLeaPDixQ55BqsrGu1Ok1Kpxt7u8fKKcDpHyDNsw8QLfdI0wTZtsixF13QkUeGLzx+xc3jC/mDIbJHy8Z2HNGpNNjrrWIbBuYsXGE58Lpw6zTvv/IJKxUZTRRbTBbPpGFVVSf2UrdVNNtYGHJ5MmYYhveEMbzql3agSL1w0Q2Ixm5NnGX7gs739jJPDHoIsUamWGE9nRPHymlCRZWShYLHwCaOEvb0DDNNh7gXU6lWSNOW42yUrBCRBYj6doskK5ZLNYu4tqSxhynSyIEtSFEGgUnEgLzB0HVnVl8DYMETICsqlEpeuXOf2114mTmI+ePdjdp7vUynZRHHCbJbR6tR5/fWvsdJawWk2iAuJeLLgJ//hPebenD/4w2/xV3/1tzx7/oLV1Q55scRf7b54xr/+7/+ae48fESURo/GUyWiMIAikSUq1UuLR023GwykffvgJrucjCRKG5TBaxGTAi70D1jfW0FSLoohQZY35zOP4aHn4FMcxu7t71GtVFEUizRI0WefihfPUq2UMTUWVFUI/4Jvf+BZXrl/iuDtANVR+/c57SEVOq1GnyFNW117m9Tdf45//8/+RDz/9Amu1gqiLyKqErhskUYyhaZimQa1SwjHLHJ+ccHhwzDe/+zrbz59xfHgMmkZCzuTFCzIKgjil1x3y4N5j7t17yKd3P6MgxypZPP5kG9XQkA2Ns2sXqeoyw2GXm5deR6iVUBSD+eI3ue37LW9SJ4fHrG1ukkQZrZUK//T/9L/j6OiEx08ecXJwwGA8YaXR5Pi4x5cffEl7q83LL13j6HjIztNtzpy7xGLSIw1muAsXVdJQNZ1yqcTDTx9w+volbl65wPtrm+zuHRGmCRWhQFBk7HodrWzgjudImsYXn33OZBryg7/8R8RpzujZMd/5/tcYDY84eb7HJx/c4R/8kz9g/VKLee+Ye1/eI5zPMYyl+E+SZKbHJ/zkxRHnLpzhu3/wHe7dL8hij0rZQdHKVCplEEUunj/NYDhCkuUl3HI0wbIcTm2ucXzUZzQcMp5M0TUVMc/J04hmo4JtOCRZSphBLqhkBWQiaKqKpipIiozvx0xEj7yAPIuXqnbNwDFthtKMLEsoVSpMZ7Ml1TnwCdwqaysdFKmgbBuMxjMePtumWq5AAcPxbHlin2VkhYCmGpy/dJ7Hn37OwnORdYPh3Ge3O0AUVGxBRTR1FDKKKMAuK2R5hqEaJAW0V9ogCOhJRLvdJg4DYl/FNByyMMM0Nc6sd/hyvo1QZIRJjDcbs1UrcevKVUajPkEUYjsmaZLR7/WI4gxZFJEUlVqjSrlUIo5B1XyKQkCRNQxTQgBmsymaBI1qiSSOKQowdA1RVlh4GZZtkmcCRZIQBxG+H9Co1rEcA01VyXID29JI4pQ0y6hV68iiACQkUUwYhNTrDRRVIQx88lxAliGOA6q2hSyKWKaFZhrUKjXiKKLb65OmBaPxkEcPtln4Eapu8PU3b3Pt3GVWWyuUyhaGpSLrNvN2zNF4zGI0YXWlhJBGDPsDVlY6iIhEQUIURGxtbjEcBQRxSpAkiECSBGgiWJpCoeukSU5ORo5ApVpBsy0s21ru5QyHhevhui66KCGfEqk36kRZjhAnCIJEt9tFklX2Dg4QJZWrly7QbtTQZQmKAkOTibMU09KIomTpk1JVarUaK50mYRSjqDrD4ZDTmxv4M49L5y/y+jfe5MnOPp9/8hmBu6BSLtFq1IjSnDPnTnPpykXsUhkEgVjOeb79nDu/+ISdJzt841uv0e+O8D2PzkoLSZVAgjBKcP0Zdz/7mFQoQFOwShppUSLPBALPo5BEwthnpdNgZbXDcDhmMfOgkHn/ky8xdZ2MlP2dQ6IoorPaYTibkFYcWvUmURBg6CaWYVKrVej3h8gyXLhwBlks0BSRRrWMLEm8+jvf5ubL13D9AMd2ePz4CbPBkFqphCIWbHaavPzG13j2eIf3P/wEyZLRyyq5XGCUyyRxtHStSRmFBGEUIghQNhwOdo946zsbXL16kcPjLoUiMxgOcEoWhSwQZsuJwGqnwS8/+pBp6LK63sadzzk8OqSzuoJdsnBKNpfPrtPf22U2Dzh3+hSQ4/vRb1Tnf6ublKjIDEczojhB10U+eecTNk+3+f73vs2zF/t8/NGn+KKE3amSlS0KWcX3Ija3Oghyxs6LY+aHGZEb4lRM2isdrJLDeLRgkQQ8++wh175+mxsv3+LTz+6hmQa2ZVJ2bNa21ji93uLj9+8Q5BFRlvHlJ59x6qXbXPraTX72v/yQy69f5y//iz/nlz98l0cPHnBj7xp+EuJOPb7+3e/wi5/9hNSdI4mg6yqyKJJFAR9+9D7tUw1efekl5r0j5tMRzU6DMI7x3DmOY1OvOl8RH2zKJZN+f8y9+49J44I0TrEsk163R6vRpLWyztHBPo2GtFx6ZgJhmDM7PEEpFGRVXRZ90yZKMtQoJYkL0rSAQkIRFERJpVoq02g3Gc6mNBsVBEARJVZaTRr1KuQ55ZJFpVwnFwSOTo4xdZ2Vdo00lxkufKIoZjTu8vheyu7uC5qNCtXOCrZSYjDyWUyPWG+0+PTzu1y/dnl5CFCvEy1iPN8jLQQ2WyW6wyG6YZCkCaJs4HsZiTsjCAIqToVme5UoSDg5HpAlEc1KiXa1RKVkc3C0y0pnhWa9TncwpNWo0R8tcVC6rtGoVVgsQoajCQIFsiCzBMfnCAIEYUAQqGhSQcm2qZZKhHGMKKn0ZZl5EBIEIVGakEvQXlsljWPmQUjqBaSxx6pQZ7XTJJdyBsMRmgylsonneTQaDRRFwVu45Em2bOpnTmMZOmXbJisg8AMeb28jSiJpnLK7u8/WqVNkeUHFLHP78hnOv/EaR8M5s/6YvOjTzGs4Sp2j/V02Ntv88P/7U8L+AfXSJVabZYo0ZTyYEMYRgihz/+5DtndPSIqlN0nUJK5cukh3PiSIfdqGjaZWyUWJuR8wn84xbWO5jxALDN2gVi6TJBFh6JMXOZPZnEarjWXYHPWG2OUKzw+HLFwfRAklXxpq62WT0JvQaja4fGmLIIhwXZ97Dx4yHvW5fPEMiqyQZTGKojCfzpmMx5iGTaqqDIYTBv0Zkixz9col8izGXSxYXenQaq/SG00ZT+cYThlFKth5vMvndz4ni302N1a4desi9x4+p9GooRkKUZYwcWf4M4/magND1TnqdZlP5uiGSa3qsPASZFlC1WRkUcAN5sSJh1OxcWdT8jwhR0IvOcRJSJylSKpOlGTLX/uDMWkYYlkWFdvBMExM08BxLPIsI40D7LJFp1FDVyQ2Tp3i+ktX+PzhI4Ig4saVS4wOuzTLZRzTQNF12istLL3E3/37f8XRqAdVjVzKEASJ0WyKVORsra6QeS6yrpGEAVNvjucF5HlBtVPnG9/4Go+f7PL0+Igky5i5HrqhMp9PWW20aFYdfG+KU7Nxajalis3jp49JkxR/PieNQsLAxfNC7j94ysHuCdWqw9pa6zeq87/VTQpJRlYVxm5IzSwh6wrHBz0WUcrlG1d46eXrSy2DAOEiRM1zZCTyWcD5tRXOn97ibrPFk8dPCeYTdo8GtGt1WusOwXTOXq+Lc9jlyrWLbGyeYTIdUyQF7ZUVqu0Wx6MRY3dBtz/BiyOSOOAXP/kZ/4f//T8lllN+/vc/xh27fP/73+aHf/djPv7lh3z9e9/g7rMP2bx2nt/7/T/g5//+b3l4fJ/NrU3CoiDMI6q1MtuPn3Dh7BaQo2kyeZFzuL+HoSmstOuomrpMtxsyUZyhyhIIYBg6XhogShKVag3TNJjNXO4/fY60c8iZzU0a1SppDIP+ENIMIYmXSXFRwNItBCFHVlWyLEMQZGq1Bqqmo1sGtUaVWr1Gs9Navvo9D1mEJHARCpFMVel2uwQzj3qlShj5WHYJw3GYPNxGyFOKVEIkx66UmIcZ8/4BuWXR0E5TKev4RcBKu8bJyQmntjaoOCXUQkAwTKbTKY6ukjk6pqwt9QWKwtHJEFWRsB2HIhN59nyH+XxBGPg0ywZnT23RsG3SNKJsO8ynM7Y2NtBVhetXr3H3iy/pdgcYepmToy6D4eQrn5dATo4f+MSxwHyxoGQqZLFOGIJtLK3FS1xUgSIr6IbA3PXJ8gJJVomSlMAP8PyAMIqxDIXBeILtGAh5SuCn2HWHOAo5OpqzsrKCwNKXttpZ4eSky/HhCcPRhLhSYTqb0um0qNXqjEYjSk6Z1fYa/ZMhiCJnz1zgrTff4Efvvs9nXz7mlZdewWmYPP7yES87r6EmOYePd/FnYzQJwiDAMFYoiiGT8YTO+jqTmcdk5hEsAurVEm+9+iqtrTZ3P77Hk2fbDMdjTPsrDYpQUEgSqqGDkJOnKVEaU7YcXNdd6uUNDcvQWIQxO7v7y0sDSeHz+1/iRwWSolErV/HmY549e8bV77+NsepQLZepVqr4wRLe22xWmM1m5GlImsaomoznhgyHI4pCRFFEBqMe28/3OJ6M2Nja5NSpdS5du4YqSQiFyPHJkCTJWNtsk6cxdz68j79wadgmcyEjzwQ0y2L7+XPSPCF0fbI8I00SnJKN63qohk6Wp5ABSUESRWRpgm7o+H6AUarw8MUOsq1RZNDebKGJClGccPrKaaI8ZtjrIwkS65sbzLw5o4Mh+kCmkWSEYUySxLRXmmi6hpAmS1STVLC+2kZVZF5741V6vQGffn6P1ZUOaVHg+R7RbM7J/gGvf/NtTl24wN//zUd88Ol9MlNa7kyDFEkXyPIcgQQhSyiXS7j+At8PGU8mpGHK86MTjoZT/m//1/8jt25c46O799FteQnL3TnAj3yubJ3j+PCIOAooN0pYtk4YRli2sTQzCwKqBP3DQyRRoFauokoKUZgwn7i/UZn/rW5SlVqZUsVm9Gyfja0qdqWMpeicv3Ia3VSYz+aoqoam6Jzsdtl++gJDlMiClHKzzOvfeoWvvXqB01dOM5+7FGGILMlERUoyWSAsYqR5Tr1h82d/+af8q//2XzMcDFlddBiMVLqHe2SIFLJMJPqkUkH3eJ9ev8fG1fMc/miPzz/+hPXVDb77e9/hP/ybf0/qZpw6f54nD19QMWQmozGGaeAHHnGaURQ5gqRycnLC8eEBiiaz2j6FpuoUaU6ehizmc+qNGgIFeRYjiTKSKFEtVZfNqVxDRCQvMkxDYzKe4ocpjlEhDHOCebAEi55aopN0VaJccnAXLkWRoWgqS/GSQKu9HHWEkU+pZKPIMggwOjkhjiJ8z6PIc4RcIBcknj7dYdAfEOcZp86sY5sWiqpgqgqj/oAwAce0ODrqkiQ5QZgQiirzxYTZwme1vULgzpdFPlWY9If87rdfx1ANPrhzlxe7z7EUhVe/8TqHhwOmCx/P20dVTPrjCXvHJ1RbLbrjMdP5AlEoeOn6JQSgXi0TBj7lcokkSTg6PGQ2n1EgYhk6siiSJymypKIpOnbVYjyfMZvOUb7i6Zm6wUqrTqdeoVotIwDTyQRBEFA0gzTNOTk5wfMjoiwnLyIMNUU1VBbjKVGYsLKygqoXTKZzNtcamJqIbZnU6xWiKFrakrMCqRBJw5RBr8/K6iad1iqu6xLFIfOZS7Vepd1aNrROa43nz3eRJI3zV66xvXfAqDvk8qlzLIYTdqKUzmqHNI5ZqZX5/LNP6NRKlPUaiiyRxBHVchlDN2iubDC4e5+F67G2ts6bt1+jalls7x3xzgcfcPfDjzAdi/50SprnxEnO4UmXZqNBxbEI5ovl7i1N6B53mfsRjiCTFTGVSgU3DDk66WKXKkiKioZIDghkCEVBFPtM5jM65zZwHIP5fMJ84aIoGu1GhYpjIggScRxxfLzEAlm2jW3ZNJtlSk6Zw+6AOGdJTG+16J0MvyKJaAwHIy5eOk+cZYwHYx49fMB0OKLWqLOyuoqqacRJzML1cUMfWZUJ0whFU6mXSzRqdXwv5Pr1W+wfHrK3e0AURZTr9WWEIPRYeHNkVWDl1CppmuCYBrPBgn53QCamoIrIJQ3DtFjkPqeunqXRbpCm8XJ/JUiIskjkuzTKJUqWji4VNBs1JBFuvXYbSRH47O7nmLpOuVpl5gWIusbBo0Mcs8TK1iaffPCI/9e/+NeMfZdChTyOiaYhaBFWxaBaKaOZOooo0+/1UVSVdqtNni8fWk9ePOeTe/d57Y0b/Pidd7nz5Rf4oY+m6miGTrfX5efBr1lba6MpAovuCWleYEgSli6z2mxy+cwZTrUqCDmokoplOvz8579Y6o5+g89vdZOyLAOhEBAF0AqB0fGQ0DG4pZ/Hm4bMBlMEBDprDS7eOkepXeVo95iyZS0ts6MpUmGyWilj5SZPdg+X113NFnGUsfd0h0VvSmdrnVe+/zrf/OZbvPfur+ged5kMB4ikKIqKadvMfR9Bz5Fl+PSLz7jy6ssov3qfKEl5+PALvrmxwo3bN3ny/BmvfedlfvbOuySFQhLHNOpNcjJEISYvYD6f03Za5AXUmy0s2yAOAoQ8R1eN5Z5j7pGLBcfjY/JCJhd0FEVmvnCJwwxNUTEtkyzNaDRarK36eGFMbzCmKFgqJCQZWcohy3BsB0XXiZMEENjf62JaJqIskhUxeZqQCgVJXiBLIq7rI8kCSbx8YZ69fInebM77n3+IP55SrZWwTJskS4hcn+FkQq1SwY1ShEIiSQSKtCAJU5I0QlNUVEVl59kBQRCxsdrh9u2LrG6t0qlX+MM//Aa6rvFi+xn+fMpKo4Ln+fz63Y+4cPY0WZ5QqtQ5mU55Phjgej6aJHH51AZnNtboDU6o1ysc9/okUUy92eT58x18P1heOWYJ7VaD/mCCHyR0+wNQVBTDQELCcz3skkWRpwh5iuu5QIHrLijyHEWRqVn2EugbJSDIKKpAmmcoqoakKNTrLeazGbA8rtBkBV1TWGnXGPR7pFmEaVg4toOmaCBAJufUGw1EEWRVZr7IKJVL9Lp9ckHAsVOGgyHr61uIqs6NW6+gqQon/T4vvfIK7777HpKqIKgC5ZqNl7iMB0fE4Ry1SAm9iFZjnSLPqVTKzOce3mzKhTOnEXI4d/EqNbPCnfc/QD+7ySyKsep1HMtgMBnihiFOqYwfR8wWcxxNpt2sI4oCURTTWWmhjhdESUwSJYRhgGwayIqGIIo0mw1kWaM/HJBEHqYhYRsajx4/wtKhWjYp0mSJWpoMkBUwdQvf93HsEqIo43oBgR+S5zmHh8dUqxU67SZnL12m0Wzw5f1HREnMpUsXuf/lfVr1Nrops/t4D0VWybMEXdGQBIlBb8CVG1cJo5BEyIjSBEGX0CwTyFm4c472j0jiHLtWJc0zKo0qmqIxHE2QJIGvvfoqjx89QjEUDFsniHNEXSDMXCQt5/D4gNpKG03XiPIEz/PRRJlSp8bm6U38kyG7D59TckzcxZStjQ3W2nUkIaVk6VTqJVorbR49fMRk1KPabKObJg+3nxPlGbJm8PXvfQMvSPjv/sW/ZbffQyjLhEFElqT4sguqRKmsU6su9UB+nKKYOuPxhEatgedGTN05dqPEO+99xEu3r/Pd777F070XCIJAIQrouo4bBoSkFCScajeQowhTN3nt5nX8OMSQJcb9Hk4Wsra6gqoq9Ps9xuMZaZ7/RnX+t7pJpUmGbWlIJZPhIuHtb7+OakgcHJ1w9HSPw919dvf3WW00eft3vknrVIutr9+ADJ4/3OGzu5+w0mpw+603sEyT0+trPPnyBc8+ekBR0rn4xm1Odnoc333KZKfHG6+/wmg4YDA4wpvPsC2DNEmxbZtmmmC0dVTV4OBkn4vZLS5cvsKju/eYzifc/+wzvvb6W7z/yYdMR1OcksHTp4/I0uWeI8kyKIAsx7aXCvcgdKmUTQaDPovxjCJNEXSFxXxOs9VAUWVESeTgoEeWxwiCRLvZYTZdkOcZSZJyPJ0iMCYKIizVICKiECRSQUAkp9NYovzba+tcu32Vk5MeYpRycnxMEmfMFnNG0wl5mtCxS0iCQhBF6LpNEgcIhQRCTrnRZKYaXLpxi+H+IYqYU27UefLoGUKaYtRtymUbIYg5Ph6SxjGqopPmS8VGuVKlXCtz9erLCMurDSbTKdGXj1hd7TCahWysrVDSNWplm0H3hEtnN3n85AnPd3fZ3FxjZ3cXPy/oj2eEUchGq0le5KRxQKNaRZGEpc+pWmY8mdHtdlE0nbl7giSrCILMaDxBlA0qlQZRErFYzHFKFpbuEEcxcZoiUGc+dzk4OMQ0DcrlMjMvZOYdsX98QpRm6HaJMI4ospwoDpE1BdPUEYsURcppNRs4pooiy1QrNeq1GmHokaYZjVqdLM2I4ghRk5hMJ7SaMvVGjf6gh+NYuAuDfq/HYDCk2Wxx9+EjRqMpG6cv8PzJE9obq/hxSG88pFItUxFL1GplDg73MLKUtWaZkVDQO+5SpCmaqmIaGuPhiChOSJKMVq3E1maHp9u7dDYbPD48YDwaL5fmaYRqmAhZRhDGFMB0PGbF1lk9fwZFkTnp9VA0jUa1iuf5KKqCpkl4no+qSiiKSJqGNBp1ZHm5c6mUytSrZWQxIUxTXM/D0DR0Q8c0DWzbXCpXHIssyfGCr37NIxLHMZIs4fs+6xunERD5+c9/ThqFVGsVjo52mEy6qHLBk8cZz55ss7F5mtObW7x4ts9oOCFOIl5942V6wzGaoZPOcpIiQxVFREQmowl7B3t0OutM51NEVSWX4MGDhwx6A86ePc2BdYAkiDSqdRYzj5N+D1OVuH7xHMHc5cX+EfgRtmXTn0+wSg5ZEDGdT3CfujCNcD0XgZQLp0/RqdeRRZZxGU3h+u2bzCZj+t0jOit1CgGyJCSKA2bTBbVWi7OXLvKv/+qHHJ2cIBsiGQWqqpCJAtPZnHqnRqVcwtA1hDxl6s+oNVogSYiiQpq5zL059XqVncMDPvr0c95882U++uQuD54+Q3Mcnm4/QdVlVus1xuMpnWqZRrVKlucgy0iqjqWqFGQMphPazTrlag0jjEDgqwfxf/rzW92kGo0qWQ6tWpVOwyKf+fzi79/hky++YDCesLa+hmioOK0q3YN9Pv7gV1y5fomr12/gOCq5IHB40Ic7n3Pra7eRdYkrL12kVK8yXsz57MPPuHz+HPqlU7zYOeJS5TJVu0TozRiedJkMR8RxTL1WR5EkRElEUkScQuHZg/ucv3iGx/fvIcoSg8MDnu085uVXr+GFHlcuneaLj95bNhdRZDGfU+TFcpwmFmiaxGg8JMssFFnEtJaUhSKPUVWLJA4wzQrVSpmD/WPSNCb0Mvr9IeVSHUVVcBdzHLvCbL7M1CCIGIZNLshIVnXJumvVubC5Tq1UQ/QjSgLEUs75S6dRTANkkVEQs7d3hDecMA08Ai+mVbOYD3y86YxqvYRj6AR7J1w+v0XU7lAkCfVGnfniPo6ooFsV9g+7yJKKLApops5gMCT0EzY2T/HG22/yk3fe5cXucxq1Eq2SuYS95nB06TyaVmJ+POLqpbO0agpxGFMkITcun+aoO8a0Krhugi4JyEqAkhc4pTIUBfVqFUESWUznBK6HrhvEUUSn3eJkMMLzAkqOiiALS5VJCqIEZd3ANAVWVlpIssrOi100RadWqyEKIkmSoGoKqm5SIJKkGaKsIgkZlmGgaBq9bpckigjDgCIrMHUZTVZQJQFZEAjDgIPDI9rtJqVqFVEQmI6nS0utKuNUyly+enFpFBYy2p0GaRpRqlgg5OiGQ5hkDAYDJFFl/2iP48EJYR7x4PFTposFpq1x5dJZKpbK88mIsm1SkLO50UFTJM6e2aRka7j+nO3tJxSFyOrqOpWKg5AXHBwd4rs+R9MZub+gYuuE2bKRKbJCmqbU6jXKqszm2grlcok8zymyJTqryDOSNKBSMSnZJqapY5oWcZKwvb3NZDTg3NnzS1hykVN2HCQ5pdkoQxaTxBHlagVT14ijaKmeyQRkUSGMQnRdQ1F0LNvBnbssFnM+ufMpk4VLuWJRLZmMB110TeTalfMcHx5zdLCg5GjEkcuF8+fJYpG9owNunrvN2Qtn+PtffwCSgG7pmPZS95LGCfVmk5svvUSWF8wjn/nCpVQpc/bcKRq1KrPFnCSJqdXqTKdznj9/gSppiKZCo+TgtBqoCOzvH5ELAnKSU9VsEFWm7pRg7lHWHOR6HUMV2Tq1SR6G6Pryf9debaObOnc/+XRZA3SN2cJn1DvCm7q4swnf+fY36A8nREHApSubyCcSzw+PUE2dRMhplBsgLSHVYtFgPl8QJwmaqrC1tY7vBUSuz9bGGvVmFUPU+Ozufd564yX+5I++T+//02fn8BBTU6nVa1ScCuMo4dn+EWfXO1RKS0RWkudLIkqliiSK+FnBybOnqJKCKAsoqvIb1fnf6iYlChKT2RTD0DEVmV98fJef/PjnuHGAapuEScja2hqXblyhu7uNmId0d54hFSnnr17l9tuv8d7PP+Dg+Q7teo3OhS38MMedLpgddnn7+iWebO/T3lxHklUe3dvGklSePXlKfzohi0Js22QynSCLEkka4+g27XaHafeE1dde48L5sxTkTAYD3v3Zj/l+9Y+5+fJ1ZCGj1Wow6GXIisx0NmO+mEMB5y6cwrJ0FFkgjQOKVMT3XUIKWs0anVoNRVGRJEjThHq9Rq+3QJKXl32DwYBatYokycxnC1Y666xtbbGIEyRN5fL1izSrZSRFxJ3OCY4GfHl/m3G/j+4oaLpEtVFFkAWSPCUoZDRJp7zeJi/ZZL5PWUhRFBlPVXDKDo6mYhUFw70j2mtt/vavf8V3v32TVrvDZrPJKF6ecvuhj20uZY6yoEIa88a33+DhUY+HT55jSzGJO6aoVxDjDAn47M5nvPXa1+kd7PLm66/yLspQzwABAABJREFU4PMPWNtsk6Up6+0GF6+c4/GTI764N0cwNGRVQ5YkKuUKSRIRRwm1eoVg4RIEHuW0xNbmClecy4Rxyg9/9GNWVxoMR1NMQ8H1IvI8pWQ5rG9sMB4NEXKJZq3GdDxgPB5TKpXorCzZe1mRE8cpOSKCKBJ5Hr7nUqrVCDyf9bVVyiWb6WRItWSytdmmYjtMpmNUxcC0LV7s7FCvV6nX6gRhhCSJyJqCYRmkcYIfBBRkOI6JJKlYpkm/P+LOJ3cZjhekKdQ7dRbzKaqlM5lMcCyLLMuIA5e7n3zEtHdMFPg0HI16p07kB5RLOgIR48mCMIpYWVvDMBzyQqAQJQ4Ojhj2h/hhiGObXDl3miTwedE/IktTvOmCguXu5+L5s5xuVQk8F1lRqFbKFEWBAEiyjFOyESWBkqZSqVZwFwvOnNokzUEEpsMZ7mKKIktLtNVgiJinqKrMi919mvXKUpmum0iSRhDFvHixQ6VcR5Ez0jxjb2cfxyrRbNQIk4DRoM9sKIGQfaWoT1HVpQhTEiXiKMHUKqi6zMrqChubp1i4CdNFgOd7rK9vMBwPyPKCw+NjVtbWWDu1xePtJ8iagpaqZHnM6ukm56+f4vi4h64ajCYjJFGk02pCmFKqWBzt7nLjylneev0mjqFSb6/ydPeAXBBxShWkIkOrNgGFftilVHaYT6fICJQrDrKqcu7SJRYLj+FwCHmCrsiYmgwyaGTYusyFS2e4c+dTYnfAjZtbXL59lo/uPsbPMsr1CntHR4wWY8JouYMvmRaGpjAfDlCqdXoHh5TsErpt4gcBqiZzcNzl/oOnvPHaLd64eQs5Lcg1iSf7zwnDAFESqdgmsqyhySpZniImOX4c8mw2xzJ07FqZ/njISr3J5asXWcwXv1Gd/61uUr4XcPriGgc7JzwdjWitr6A6FUqFSbVV5u233qbZarK/u407HXD+/CaaIpElPvN+H6Vc5Qd/8ftsf/g5z7a3MaslnEaTm69c4V4a8+G7H3D+2lXSrMB0FIyVKl9+ekClXCeVVebDEYUgkGU5nh+RiwKtToV6tcF4MiaMI85eOMfzxw8xTIXBZMyH77/HK6/doFIqcer0FrsvXtBoNCjbNoEbsHlqg8tXzuCYIpJYoBsqApBnEVEQYTsmzXqVOEmI4oQ8z0nihFq1QppPviJHy0RRyMrqKi+e79Dvdbl49hxr1RoJObPn+xxPukS+i0jBcDhhNveoViuYVp1MzFEsAVnMUTOB2WGPySwgTDNK62uYqFTrFdbXOny2t08xysjzglqlzr1ffs6ls6dpNOok8wi7VqG83ubJ519gOw5RGLLwPNy5R1YItDptOo0au9MDCnm5OxlORsymc2qlMmdW2gT+lIPj5whKSLVicfuV1zk6eYaaSpgVi1rZ4MrVVd6/8znHowmKuhyr7e7ssN4sc+/hI1bbTTY21jl9+hRhFDOZDEEo6HTWuXXjCiudVX7y03dY6zSo1hscHR/RqJU5fWqVsF3nqDvm6OCIcslifbVFkYNVcvBcl7kf4gUxSQGiLGNaOoUIo8FoGb5dadOpV7l1+RROWWNtpU0apjx6tNR7dPsTfD8kSgZMxjMEEdbX15Flhfl8hiDBYj6l1WySpSmqKpCToaoS3/n224Rxzs7OHrV6mcFgghd4DKdjLMvk3NlV1lfbGIpEUeScP7tFq1bH8xbUqg6BO2cynWCYBpIk02q2SbOMwWiCU2mQ5iK6sRyvIQpIuoJYK+MmAeJkznjewzBtwqnHwc4B0WxKq1ZFiRPc+QLHclhbb9Hv9yFLkGSNLMtJoghBECiVSoBIqWyQrdTZ9WdEgY/VqZFmMWKhQJ5Q5AUgoRs6aZpjGBqSIlKpLdmMURCzu7OLpunImgIUXLt6gaOjHsdHPQoEDvaPoChodppLk7Fu4Acx3e4+WSFx/twZ9vf2qK2XOT45Zuq6iJpIFMcISBwfHqPpJovZAkVTyMmpNypEYYCfLoj9mEzKGCwG6IaOmINp6+S5x0qjjEKCSIKhipw/s85g6hEuZlTqdUxFZqVaxXU9giBgpdOmiEPmszkVx6Z70qVUtilVqzx59IgwCJlPhyQlB90y0UWJkqEg1Es8eviA8bDLmXMriKqIKBtcvrBFBPSGQ6JgThYHZEGBO5miiAJikbGxvo7vutRLFggFaRShFBKu76KpKvsHR3zr66/ynW+8zuMvvsRLY6rlEoIiISJSdhwUScEyHWQhwzENdNPi2YvnHJ90CYuITrPBs2fPKMKYWqX2G9X53+om1WmVmJwMeeen7xDHCX/5n/9Drt6+weeffU7FrpCmMd2TfY4PdyjJUK3aSAKcHHfpHQqcPHjMjVdfZXVjnTu7uyyGU8q1GoKq8dKbNzk57vGLH/+Uza2zXLl5kfPXT5GoKYdiwmi/R5GqeNEUWSgQVYuSBLosM4/neKHPvS8ecOvaZfrHzxFsZQmszGPchYdj6ty6eY0vPv1sSctWZBrNBrIkEnlzyqaNBHjzGYqiYVgm1WoZy9IJAo+CZVbGtEvEcUyr3UTVVfb2TpjOPAoEkiSk3alzctTj3pefIWQpYRRSqpQgS2k22iiyxCKPqK/UKTsmYRSgyzJCmlOIKVGaI+sqZgamILF+doPH97ZRQ58zNy6jOQ6x75HmBXrNISpypoMx58+sk0Uu6+sdJNtkf9Bn99FD0jRZunEklTjLebT9gv/7/+P/ySyNyHKZdqVBnOukUUScJ5SbNTqrbUbTHqotcdzd49LV67w4ek4RhFQbJSRBoFax+MPf/zr/w9++w8KPKYqcKBFIcoHxPEBWZojqkkgQRyFWSV+OjfKYm9ev4HohnU6D3smYirPBqddfIk5cyCNaK1WevNihIMY0LRq1CkGUkCQx5UoZUTVQDJNckOj2h6SJSBol2KbDzVu3qFdtJrMxWeazQg3HMrFNg0tXLqCqBk+fPMWsNYijkCDwKfIERRZRFYmF6y6xU+R4vociyUBBksSIisSz5y8w7QpnLmyBIBCmIufsGoZtkyYhjapDu1lbMhVnc6qlElEYMBkMUVdarK2vMZvPyAFZVUnzAlVWaHc6JGnM3sExuqYgyiKqrlOulkjzlBvGOQ5PeqRezGA4J/ETnm0/Z1YrEa2tsNJuYDsOJae0pLKrKkmSMJtMl/TsNCPLU2RFIwyX8Q1d12l3mjRqFYo0Q0RkMV+w2qkjywKj4QjLsomiBFFUkGWVUskhS1NyoFStkKdgORaGppIXOY12lXqrzfb2C4TCxLJLFLmAoqjopkFeiAz7I7a2zhJFIV7g4boBrucRhTHbz3d49nQbx66QphmT4Zgsy2ivNlEMlYXvEoQhaZ6R5B4Lz0PTNCRZIQ/TZfBZKBCzhI2NJptrK2RZRhj6zKcTHMtkrV6jUikRhyGB73B02KdccogCiSwIURWF6WxKpV4nS1P63T6iIFKr1tEUGRGRNE3J8hjPm/LiySOKAqyKTZhF6LqFREjiB8zGXa5dOUucpXSaTbI4xNJNDF1hZbWN53t4gctktiCKQFJ1Lly6yGIyo9vrMpp5GLUqv/v7v8dPf/kOm45JmIaMxgNUYbmXrFo6iiqRRBF+EGDqOkKlRrtc5pWrVxh2j3mx/RxJyH6jOv9b3aQEIeOHf/Njnmw/IU4znj/b53vff4tut89ouCAOQjS9QMwydGuJ/5ANHdOyOOmeMBrOeYTM9ZdfIclyZuMZerdHo10nEzXe/PabPN855OH2l/SOnnH3ZwpSo8o//OMfkJfK7D0ewcLFFgtiP8L1Z2RaSjids5/ukGUJlqNRqdnkaUJcRJRqdbzZlI9397h67RIrqyvMZjNcd7FExoRzOi2NstNAFiWOugtEWcad+4SyhKoIGLpMmmXs7R/SaraxbJM0jdF0FcPUmc582s0mjVaFLE2xLXWp5VZlfG+xzF2IErkYE2QphiyhSgJhvPxpr+oShqlhmCXmi4A4FckLiGYuhqwQ5SkHvQG1zVXCJCfyA+IoIpUEjEaNJC3QdIX5PENVdHIKMlFgHoYoooyU58iajFkxsNOYwXiErEqIMnRHA0xFQJQkChEG4y6mXbC+ukKj2aTXn7C794xXXn+TLz76gDQtiIKYXErZWK9z5fwGn919wu3bNxj0+oiywtxdIE1dKvUm+8cnVBybptVgOBqiahqiAJ4XUa04ePMFR4cvkJV1KhUbVTGZuz5pmlGrNahVyoRRBIjMZgtcN0RUVWRZZuYHCLKEn6QMBkNqtZSNlRUSlor6KNHx4pBev8/XXn0J3dI5Pury+edfcP7MGXRDJQgDbly9TKVqUeQQRzGColCpVPA9n0zKscsV4iDk+KSLH6YMJj1q7Ra9wZAf/vgXqKrGuQuncSyDOAoYjQaUTJPQ9zg4OKBWKaObOp7nIQkSYRSQCmBaMlmeLwkahsmkO6DIE+q1EhkF48kY21ao1kpsrNdo1EpMBi5HRwNkWWOltcrV6xfIogBF01hpNxAEkSTNqTeaeAuXwB8wd+cEikS5XELTVFRZxjAU8ixDlQV0VVliuUSBIos5Pj6hXHZYXV0hjkPyLGUyHuM4FWzTYNAbsf1sh1qzSbvTRtc1VF0lK2IoBJ49f8FoMma102HuRhwdn6CqIqudNpbl0GwtQaf7B3tUq00816VsObSabUazCfu7B8ymM9bW1xFFiTgMkBGplStYjs7u4SFpmFEIBbIikmcpeZJQ5DkSBZV6aRkITgLG4ymSqBAGEZ12mzNnbBbzOZvrbaIo5vh4QJ4fAxmGqoIkIooiJcdhbWOdx4+fMB70cRwTXbNwFwskQJGAYjlu9r2A8XSCF5ZZ31onjmMW7oKTkx6qrGBbJpPxlCJOWG20mI6mDKdj4tCn2iijKiKKXHBweEKaQZQEBEEIUc5kNGdwMqPZXuWP/uRP+dl7v0C3FFaDBmJRMO73cT0XJZKQNRVBlmhUKkgCXDq7QdUxMKU1mpUaaRz/RnX+t7pJTScBs8UcSVFYbTSIghjb0vnu977Jz3/4SxazKbORT8myqDgOB4dHSJJInsNw0IdCxpuNiQOPi5ev0O8PQBVJo5i10xuojs7v/OF3+dHf/T3d7hHPFnPC+495/nifm2+9jaY7FIsZP3rvfVIhw67atNurXLt8mddv3+Ro0COOPXRdJkkSbEflwvlT+Isp7/7ql6ytdZYGWVmiVqviODatRgXHVHFsmygMyNMMMYeS5eBYNoooIyIw7B+hazpJHJPnYFome/vHCGTouoplG+R5iqrA6koDVVcRBPC9pZhQERWSKCMIfNKyiWoaWLpCrebglCyQJCZzD9f1SdMCmYKEnNjzcEoOi8kcL8/w0pwiziiSnCiMsTpVYiFDc0xUzwYhJ4lzFGQa9SZ+EFEqVzAMEz/wERSBcq2KKMtMZxPiIicpZGxJZOvMBuurdSSpQDclsjym06qQ5hKGKnP79svsPn9EFLpUW2UEUaDTrHBuvcnFrRW2Og0ePnmGZdnIukaYpgiijCjKnDlzBmlfII5D0izB9XzCwKNecwABx1RZXe3gzl22tw+RRQXblImihNCLmHkB7sJbUtVFAdU0ebq9TSJIRHmOqGnMPZf94wMalRJxkmLLOvceblN2DEq1BnmecXLcY+Eu3UIFBYuFy2gyZmWtTrc/4GDvkEuXL1KtVTk+eUDghtilCqVSlTDcZXvnkIPDIc/2u+imTsLScXRwdMKZzRaGqi6NwwVsbGyQJQlBGCJLEppqLXedcUqUJ6iG/dXup05RCNiOiaZrTKYz2s0GpqUyX0yRBItRv8vxyYjJZIaIDFmBpVsokkKa+1AILBYerrtYXpWlKVmSoEgS6AamqWOZNlEQYukqlq5SLpcoOyae51IUKUIhkMQJFNBsNqlWa4S+R6onJEkKeY6haRTASrtNpd2g1WkRRzFBHJKmy/PuMIqQNR3FMJlOpiiSxtr6KiVbR9d19nb3aHc0Fu6Cc1eusvNin/FgRK7NUSydsxcukqcF1XoVbz5BUQRUWUZVZApULNskK3KiKCKNYwzVQMhysjjGMnTqtRLnz20ReTMEUWXuBZx0B5hWSNbr0W42cN0ZiqQyGfUJgwVFyUEAsiyle9Jb1grL4KOPPkQtctqt5v8/wByEMa7vE8fx0m0VxfSHI/wowC6X2ds/IM8FVFVDUFUC10WRoHu4jykWBAuX2XRMyTYo0hTTMfADkzAI0E2b8xfOIUoy7shlOp2RZyk//vmv+ebvvs2Fyxd58OguGxttijRjPh2haCpCBrppYlVKDAcD/Nmcsi6i0sQ2VKqdFtPx9Deq87/VTer4qEt30ANR4Pr162RxxDs//RW/94Pvcrx/lqODZ6xUNcqWjWVbHB/uIUoyoqxQIBCEPlGec/eTj3nla28xcQNc1yNNEhAl7HaTUxc2+Ef/9T/hb/7nH3H4/CliOOdkMWH8i59jOmVOr63w9g++w2QyZuf+Y7789FOePviMzVMbfO8H30IRJdJGk9G0Rxj7TMY99nZeMOh2efFih2a9zsnxMbIkcf3GFVbbDYJgBDkkyRLJb7UciiLj6PCYTrOB3amTFxK1Sg3btsnyAt20KFslDqdd0jQmyxKCIKTcqtFpNRjPJsRRuATqNmoEXsR0NKXIMtrNMqpioMoiuiYTuD6BIC9RHZJGvWpz9HwPChF/OqdcLtGP95gtfOaTKd5xlyxNEfKEWqPGeDji8ul1Bsc9LFXj0A95/Og5aerS7/aJopgzZ8+g6iopOYIiUMDyHD2LWPgBsi4jFimqIqBKBb4/xzQVdM1AQGH74X2uXb9JhsSLZ0+5WblBBqRpiqZAu+KgWjqCWDCZLJjNpnieh6KoiKKAompYtkWapdSaqwx6fSzTXC75BRGEAlvXmY7GQIFTsgm8iJJt4VQcvCAAQUDIl39TSGKyIkMzbPI0pWDpqyqQiJOCHJWDkyFBAm27wWAW8fTJY4QcLp05z8rWJrpS4PsLXNfj6KjHs+09ptMpG5tb2E4GSGQI9HsT9vdPaK5sMPzwAYNpwPFgD0WX0HWZdqfNcDpj7o65eGqTc1vrzOcuqrrkUlrmEieVZjmCIGHoFr47I04ygijh8/sPKfKMrVPrbG5sUW+eYuG5JFlEs1VnNB0yHo/44v4Oo1mw/JooEpIo8PzZCyQhRxQLoiggCkMsU8fQdaIsRFN1gsWUOImWBmUJSqZGlsbEoYulK8iiScmxIIe8nFE4JrqusbPzgpJlUS6XEYUEUWQ59hRFyrUakqLx4MlThsMBuqpz6sxZJMWk09lgNJ0zcX0m0wXV8tLTZJo2aZJgWSZ5nlIIOU7JZjAaoxkGdx4/oDccYpoGiiCSFRGqIiMpy6tCd+6ySD2KrECVNYq8QJM1LM1ELSRU3cTWVWqVGnmaUy5V6fbHREGCKMrMpotlODsISZOQU6c3aXeq+P6CkqNjaTplp8bTJy84fekiQZwQp0sz8HQyYzAc4vsBa2urpHlOqVRmOJ7QHwy5cOECpq2RxBHzxZSy00TVBEqVEsPRmPPnT7Gx2iT0PAZKTsXRabWbzLwFeVZwcjjA1BzWN07TqDeYLKaMxlP+449+xj/7L/6Sn/z0Pf7d3/0dl2+eWV7qaSpWWccplwmDGEVQljDuNEcsJCzVZDqeYasCUqOGqRkIgvAb1fnf6iZ1uH+MphvUG3Vs2+b+F3dJ45jpK6/wxtu3+fC9kKZakJMSxyGdVodSuczOwQHxVy9KdzgiDBKcRoVbt15n//k2208eEUcBHSFl4/QZFtMx3/6dN/lFlnFysI1GRm8wpHt8ws7Dp6yvb/PNb36D//K/+Wc8PXjOuz/7KYHn8ukn7/Ly7dc5f+484l5KGC3w3Cm6ZlKvV/ns409Y7aws8x+Wg64uxz3kBf3+EEEQsa0Kw8EIxzKRUKCQCMMcdxFx9lSTOIoIQp/J9Jj9/SM8P6JWbdKoVxClHF2VyLKYwPdYLGZfzbcVijgnTxI8z6NcMRBFmbyQmM3mOLaDJMn0JwtGwzkvvdRC0jRkZEIv4NT1LY4evSCeu3SaNU6mI4I0olIuo9s2D7pDTEOjXrdRxJyVjQapLCGKGmmakaYp08mUohDwPJ8ky9AMk1arTt02MVARcZGKlHq1gm0JKLJEnhdEUYggpihSRBQHXLt5kyCYI8oKWZYym87odNpMJmMqQpmyraHKIhXHYjSZ0Go1cCdj9vb2QUhodprkRbHMplVK5FlK4C3zTXmWkqUxq6ttkkzg7ucPyHOZSrWDpq9jD2cgygRxjCAtidJhli7HVIXIYjYnlEL6vRFFniGIYDkOo7nL4Sd3WVvpYJsmB/0Bewd7vPHKDa5cvcrx4T5Pn+wQRQk3b9ym5FRAkECUUVWTuecxmS7QnSaVeoeDQUhRJEzGMzqdFn6U4kYps26X1WYD23YQs4IsyxmMRpz0EqIwZGtjizQH0yrRHU348MNPSdKcLM2pVR067RWmiwkpKV7gIUhLCsnK+gaFKONlz6m0m8i6h5BnhHFAo1VbXqYqCp7vk0QJG2vrqJpKvdHEXbiMhkOSNMEplfA8D9tQUVUdWTFQJAFF0RCFAllV2NxcXwaZZYE0jUjjhDCKKZccPM9H/v+R92extq3pWSb4jL4fY/Zzrnavtduz9+njxIk4J8IO3BHGWJmqxGQmN2BKSJlphS2BuUAgLhAILLjhylA3yEipNJC0FsY2xsbhsB0RjojTn73P7le/1uy70fd1MQ9R5UqqCGcJqaz6pX2x5hxac27Nuf5v/N/3vu8jqyRJShCHaF7BcLHg4nLEztYeRaVwdTXh9PiMRrvDdDGn22pSIRImCW2hSUWGbugcHx9xfj4lCBNmizkX0ytGizFJnqOXCl7DRagy4jCi0WhQlDmTyYRaFjdKVVGmqCVsw0YWFGRJpc4LAj/g7OKSIuugaSoPHz5BkzVs22S1ClAUBUXRiOIYSazY3ekgSzXdZh9DNkmzErvV4OaL9zg7uyRJCrztLRzb4mo05uz8gloAx7aoTIsoDBGFmjjyef2NF0myBE2XkBSdnWSAIMr0ui0ansm13T5JFKDJFYqkI+smT589p0BiOp6jWi4XV2Oy6j0Mz+JqNCSex1RVienKXJ6c88njDMSCsq7ww5AwyfCXK1zTIb4aEScJVZ5zuLePIG4sMKqislyuGA1H39M+/4cqUj/3cz/Hv/pX/4qHDx9iGAZf+MIX+Lt/9+9y586d716TJAl/+S//Zf7pP/2npGnKj/7oj/IP/sE/oN/vf/ea09NTfuqnforf+q3fwrZtfvInf5Kf+7mfQ5b/cDUzCgO2twZ85o3XeP+997m4vOCVl+5xenxCq93gT/7YDzI9O+PjD9+nrnLiMGC+WjEaDUnzgmbDA2Ezf3n88BG3b72E17ChzJlPR2i2zeHNGzi6wenZGf/dn/kTPH90k2cf30cSBE7zKyzLJk4Cvvm1/0gVBXzfD38/Yi7yyQffRNdgPHyEJuxz8+Y+pqFxeTVCllXaLYfjo3OG40tUVaMuNwZaXVfY3+lQV1BVFYqikYcxSVZhuW2myxA/LTg9ueTm9VsYuk6RR8xnK1zHI0lmaKqEKFR0uy0UoQKhwjQ1kkQizwuePz3G0nQs3UEUBAb9PusgYD0PUVWNTKtZzmbozRb+yRhZlDFMB6ScMInQZRnPNlkOx1jNBv3tLYq6Znw14vDggOvXrhEFCaalA2BqGtf2dvjw/vvIisLoaoQqydhug4brkmablAtDFqmiCKep4toutq4iUCLLOrqqkSU5pSpgWDq9foeVv0TTLD7z2c8zWQ5RJYlWs8H4csr+1oBGwyHOEpK65PDgGmGUMF+sWU9m6KbCweHOppCkCbIskeclUFOUOWUB4/EE27ZQdAE/TPFcnd2dLrZtYhgq/V6HJ8+OSYqSxXLFajEnFSSyEhBkJElClBU0WSGOIgRxk6+IKGA7Nu1ul+FwxHQ0RhUqTk8uyaKA0+Njut0+juNiW87mzvZy4zHzem3CMGZry+Xx8+d8/TvfwXE72K5BEoQomg6yDJKCZjiYtkOc5wiSymwZsJhP6HRaZGlOFCdcXFwiyRLDyQZZ3u71qcoK01QwLYNKzEGsWAc+i9WSOE8pqHGaHexGk3VYUYtgWgaOaiDLItPpBEkQNoyl2Zw48Nne3abX62I6Ftt7e6zWSwRBoNFo4Ho2zabN4eEu1DCbTimykqOjZ8iKwiuvvExV57iuQxBERGmMlunUgoBuWqi6yeTihLapk5cg6zqPn55yejrDUHU+uf8JiqnR6nVoNFwc26Soapa+TxqsCf0VCCIgkucF62BNJW3ae5PhlDJJ6Tgm3abHKgxxPZeVHzCbTdAMk1oQUVQFXdKRVJEyr1gvN0iRhusymvv4UbYBI5YCDc9GFCUsy8a0TBoNh/39Ps22Q8OzsB2N5Sxg6cckScne/h5qw+Ub//LfodYF79//BNexGfQ63LxZMpmOmM8mdHt9wmCNoavUdc56OUPWZbr9BqbtEvoBF2cThDwnXKZcnFa0201EaooyYTX1abY6zBYBcZwzWY+QNIXxdMKtl26CKOIHEZdXI7ymzfS9KX62wrQ1DNugSAtG0zlpECOUItu9PkVRoJsWQRgxnfoIdYRwsItp6GTFfwUz72//9m/zla98hTfffJOiKPhrf+2v8eUvf5kHDx5gWRYAf+kv/SX+3b/7d/zzf/7P8TyPn/7pn+ZP/ak/xe/93u8BUJYlP/7jP85gMODrX/86V1dX/Lk/9+dQFIW/83f+zh/m7WCqOrdv38SxdCbjIbalU5QpZ88ec3Q/wzZ/CNfrcu/FV3n65CFVBYYI6yBAzmIUVabRcPCaTfwwwQ+WDDoNWu0GZVGhSBs67MHBFuPhJc8e3ueN119jenmBMTLRFY0gCNjrbaFpKqvlgn//b/49X/yBLyHxCov1Q8JkwXQuEcZL2u0tVn5IHKcg1DieRZIXuI7LbDImzTI8x2F7axfb1lkvVoyncwzTZRUmBMNLTk9OcFybKIp5+OQYx7GZzWf4gc/B3jVMTSdPYihKTo+OMXUFWRZotJoIDQ8/TFBkFU1U0RSDi/MlAjLUMmlWU5dwcvqY7Z1tur0eJ5+ckYQJWV6ymIyIo4g7WcF2v8t8OsPWdJztbZK04OmTZwyaHXrdHrVWU1VNJFXHlCVev3eHj95/B6fhURs5kiQjyQJaKSMJNYooY8oKilAw6DdwTIVu06TddECsuLq8JPRjdnZ3kUQJP06JkwWLZcjrb77NfBWRpWvSICBYrxHECl2TSZMQVZE5PT1hPp8jSQoICrqsYRsugljiJyv8JEEzZFqtBqZuEK5TqlpA1XQEqaKq4ebhPts7O8iixGq9JojWmJZGIYtkokR/0KdWDS6ns00rowRJlD6dicioioKuKijyJsMsiUIEscbrtAnma07OpsRByGCwzWuvvUxVFoRRROHniKKErm5OKAt/SCXKVKpCp99ntYzx4zUlJctgTW0IuJaNpSp8cnSG02mSrCIefvQYpcr4/Os6h9cP0SyTdr+HomqIhs3R8Sndboc0jnEcFcNUWawjZsuIOMtQdI1VEBCkKeenY54+PkJ32lRVSRhnSNQUFSDUpEVJXUOcZ5xejHFbbaTFEpY1glijqDqWa9NsOniGQsOzyLMMSQJd1VAthSzLqGpp09ZKAnb29nDbOvPZirSqKIqSaDLF9Fx293fp7uxyNd90IJazFZfnzxhs79Df3qWWYDwaIgFTyySKuiwdm/lkxN7uHk+OnrFcJ/hByCLJGfshjm2h9mCn0eT2To8b17Y4Oj9HsdxP02BcgjBFkETKPCdLMjzXRZQldM1A1gUkSULTDYIgQBRFdrp9iqJEVZTN7EaoSdINuVqgJIp9qrpAlEDXNabzCf2tHtPxgqvLCa4h4/sTet0WiiQx6A9oeA4ffPQBcewDJYqi0Ou3KMsMsaooq5T1KidPCiShZHR1zmCwhSKrG4O5ZTEeDakEfeObajTQ7SlllhMmCTIKz58eUaU1eV7iByn97S00UyXPM+paYzFdE/ghcZRRVTXrtY9r2VRlTVZWrP0ldZmzDhQm0xkNz92ME76H9YcqUr/2a7/2B37+x//4H9Pr9XjnnXf40pe+xGq14h/9o3/EL/7iL/JDP/RDAPzCL/wCd+/e5Zvf/CZvvfUWv/7rv86DBw/4jd/4Dfr9Pq+99hp/62/9Lf7KX/kr/I2/8TdQVfV7fj+L+Yy3vvAZ3n3/O2iygGnaSEKNa+lMlzOeP/iEW3dfwTA87t59hU/uf4BuqMiySFnkJFlKhcR8sQZBRhBqZFVFVTX8ZEVVZATrJYou0Wx7jB9cspxM+eznXufZ8xMEUUTRNIJsIx3WFW2TolBn/Nh/+yM8fDgmTRcomsx0NuLyakSns0UlitQUOJ6BlkMSZ1iWha5q1FXF1XDEVq9DFKeUZcXZ+TmVqDCezEjrGqMWEGSDB4+OKMuSqixpNCzSNNkA5PKU+WLOYjXj8NoOu9vbiLJEXZd0elscn5zz8KOHaIrFJ/cfkGUZZSWymPvoholAxWuvDtAVlYqK5WqNJAjYts1sOKZKM5I8RxBELq/Oma+WOF4HyzDJs5TnR0d89q3X0FyLi6NTbnke/WaTvXYHP00QFJXZfI4f+niNxmZTkmQGvTYtW8fQJTSpIo0CqiKj1XGZjUUcz8XQDbKsJI1TvEaP6STi97/+HQa7bYQa9va3KPMc2zYQxZpWy6OqBR4/fp88q7GbNkKRk+YVy4WP41m4dpMgOMfTPDrtDqvVClVVSJOUKKxQNJ3FYoam6wThBgKZ5xWqbtM2XC6ePuX48pKLyRin3UUzNNarFWVR0XA9TElnNZsjWzZCrZOEKW7PpcwLDN0gj33i9Rqp38V1LXRdY7lY4Lg2aZaQFxVQQJ3wyeMnrOMYvdXk8fE5e4cHxA+ekYYBzW6DvKqREDBUbeOLWQT803/2a9R+jD+f8+ZrN2h0PNAEoixCUmUESWRvd58nT57x/Nkz+ts9BM3iOx9+iOeafPLsGag6eVlT1QJVKXI5nOO2ehSVxHo9p+05GLqKYWxAm8tVQI1Eu9tnNpnx8YOH3Lx5iK4p6KaOLIsouk4Sp+RJgNtwSOKELEs2c9ZP26aL6QK72BjzL69GGJbL6cUVtmmRJSmGaeJ6LZoNl7rIeO2VV0iiBDF9h/PjEaPxkKL0aLYbHBzeIFwHnJ0OSeKYg2vXuJr5zKMzikqllEtUXWGyWDMczXnhxh6yktM2Ne7e2sfRZcZKxY3b10izhOFkTplVBElCVYpURUkUxWiyQl3k1KKEqesYto3oeiwWSwxN5eLsBLHTwXMtbNuk0bApipw8y9E1B38VUGQCmqaRZRWDQZ/h+YgwWCMKBmUtUSEShBGnaYRpyFy/vk+z2WA+m5ImCbquokgVuipjSBtv2cX4EkNV6XdbqLKAZeis1j5VXaPoFkkGs9WctBLJq4qVHyCpCl7DQxYFKlkgW89ZhCt6vSa9fgdEECWRxWTJ1eklbsND1xQapkUlVnjtBmVZYjsmZRyz2+uztdWmKBIqS/ue9vn/r2ZSq0/DMlutjSnrnXfeIc9zfuRHfuS717zwwgvs7+/zjW98g7feeotvfOMbvPzyy3+g/fejP/qj/NRP/RT379/n9ddf/z+8TpqmpOn/A5C1Xq8BuHvvBabjKyZX52iyQJElVKWJLFXYhsp0eMHuzjVUQ6Moc+7cu8fDBx+hKQqmY1HWNePpguVijuU0iKIAWdmjEkBSZTRdYjYdM1vMuXZ4naNHj3nw0Ye88YUv4HkNkiRlHUfUAuiCzGy9Ii0S7j/4gBv3dnj5lTe4vHpOlW2G1pPRkPF4TqPZRlVFLNtgvcqZjjY5YaZpMR+PmYxnpGGI4zg4jsd6HZFmGXEcsD3YQpZlgijBDyNWQcD+9g47W22yLEfXdSxrwyUydRNVUVA1lRqQBJgv5kRhRLvb5d1vfYimuYiCQVGkLBZLXGpefOHup6h0mVSoGF2NaDYdGk2Pqe3gL1e0Bz2m4zlVXSDIEqPhFGtrG6GqyJKU5XiJ3HeYXI24e+8WDUPjrdde43Q65umTZ5RlTp4JZGlGGGx687IkIlY2mupydHzC1qDBdLkgSCPWUUyv3SGMNxRT13EJozWSlBGGC6IIFFnAMhVu3drDtFSgoMhjmu02b3/hTZ49u+TsbMR4uPlM4yTD0CWuHexhmg4Xl1eb4blloigSltUgzRIkRWZve5uzqyHz6ZrtwTZJGPKNr32TSpJ5Nhmxu3/IYP8ay/VGbdrpd5lP59SKiCxIIIsgisiCQpHELGdjrh8eIApQrFd86a1XKZOI0F/QblpIUk1R5FSCQFaUWKbDeDxisfQxPJeyhiiKOT5+wKDdp9/2iMKI+WKFpeoYqkrgL7Fkh0fPnyBnKW+++Qo/9uXPMdhto5kWIjKLZUBR1EwmExAEJLmm3WuSlzknZ1fceuEm53OfwfUuo8sx4+Gc/a0DSsEgTnzW/gIJoCpoN10MTaWsKqpa5OT8iuUqQBJFQGIVxJRVzTIM8WyHBw8WiCIbAGRVY8kbVSVUSKLEOggQhJqqLvGaHrbjcX455fj4jO1BH6GqMXSTqtjcqC1mUxTHotVssr3T58f+5A8TJhFpnjKezFiv18xGM4SqxrL3WK1DZquAbOZTChKmplJVBYOmR+jPmFxMMcWCTttBEGuyqkBRNfIs4/r+DoqsQD2hLAqSJEFGRKsFhKyk02wRrgOyKKbt2MiChC+tUUSRl++9SFYkGKb+qVG/5vzkgsS36XQrlosYRTE5Pn5OFG7anN965z6aKqFpEppislr5yJR4rk6SlbzxmVewLJPFfMLaX7J/sIOqaAjChorScD0W5oLVfMmtmzeoq41ysK4rdN3k6mpMkguUSNx/+ITFwsdyHbrtHrs7W0wmY67GI+IwYT5b8tpn7+G4Hs5OmyxJee/9jzFkjZ3dHUxTRShKqHKKPMW0LOqy5mo8Qc0TDFOlKCOMT8cB/6Ul/iFq0h9YVVXxF//iX+SLX/wiL730EgDD4RBVVWk0Gn/g2n6/z3A4/O41/88F6j89/5+e+8+tn/u5n8PzvO/+29vbA0AzVYaXZzimhmebRIHPcjZlNp1gOgZiWXL0/CGiWDKbTgijmG6ni2UYVEWOLAjoqkq/26WuKybjEbIks7d/iOXYCIKAKELoh6iKxPVbNwiDiPHFkM9/8S2uX7+OZ9rEYUhVVzQ7HfYOdvGaNp/c/4iryyF7O3ssF2sCP8JttDB0HddUuXOwj6OrXJxdslqFyJKOJCkIgKoo2LaFqmuoioJhmmxtdfn8m2+wv7uFbZmbL58kYtkOqqZhGwYv3LnBtWvbmJaGoelkYUIUxARBikCNIG3w1rt7O/S3BnjNNnu7+0RhSgU4DZvB1oBWp0NJRVQVG3OnbjCfL7gaT6hliZPjUwbdHvP5kjwv6fa20VSVIsuRNZ2170NVkMUxMjWaLBGslqRhxOmTZyRRxN7ONv3BFlEUk2YZVVmyXC354OP7PHz8jDSvObh1G932iPMSVdNwPYfFfM5ssSTLC7I0RtXh8Po2miKQhGsEoaTb2YDsBEEAocZzbZoNh93tPq++/BIHNw7RrQaj6YrJfE2cZ4RJQpKVTGdLVqs1ZZVjmDqNhodhGJvEcbeBIKs8fvKcR0+fc3x+wYcPHyJpOicXFyR5ThAF6KaGaZkIokBVg6xp2K7H8ckJR8+ekSUhbddCFQt6nsb3vXmb7//Ci2hKztXVGdPpxqxZ1xWGrjMZjnnnO+8QRQnXb96k1+sRrta0LJeu63J9d4dBu0G34bDVbW98SkLN7VvXkUyZ3q1rtG/u0t3p0e02GZ8fM5teEacxRVHgOB6apmMYJrfu3KLVbiAr8qfkZp24VjkbrXDbW4DG/Y+fcXJ8xWw6R6prGraJqSlIooCiSDQaLn6wpqprTNuhkkSysiJJC5Z+TOBHpHlOLcrklcDV3Od8OCOpJNxml6bXxrKcDZTQtvEaTdrtLpbtslr5lGWNZToYhkar1cQyTXRdx7YsYj/g9PkRrqVxcK2HLGVUZYYiQZ4kqIrE/sEeCAKKoaKbNkGUsVgFRH6MJsjYmsz1nS5tW2e712Rvu0+SxGRZQbfXYzIcMjw/p99ucri7xWG/hyXJuIpKQ9PJ1j55GNGwLExFoUpS0jiEqiBNA/a2B8RBRJFmiDUkUYJQy3TaOwi1xuX5lMl4yXz2qQ9PkBkPhzRcC0sz0DQNx2kgaypbu1u8/MpLFFUOQkG728TzXAShptVqsrO1jWNZUJXYlsVLL7/I4cE+uqEymc5QVZUsS5BUhaOTY+KsYL6KqCUNUVCIo4TZbIEiq2xtbdNrttkZ9NkadOh1uzz88D6nz0/I04w8zVgslliOTVaXhGlGECUsVj4r38cPQsKk4OjkgvOrMVn2Xzlg9itf+Qoff/wxv/u7v/t/9ld8z+uv/tW/ys/+7M9+9+f1es3e3h4PnzxkOT4hD0P2dg84vLaPqkiMzs/QpD6262CYEnkWcevObT7+4D6H1/eYjU8JkoAwyonCGEkSKfIUTVHQNAWv3aCot5jNxtiut7mrW65p9jtkWcH56QUvvPk5FssV68Ua23NY+yEgYNk2slwjC/D+u9/Gc9+m3epyeX6O4zgEq3AzVE1KpvMlJyenCKJBWZwhUKLJIi3PJssKBClDklXiJMJt2vR6XZ48eYqumbSaLfJ6iqbLiIJImqTIdU2/28QyBVamwXq55tHDY2okbt/dw3YdVn6IptQ4rk5Zl1TUHB8fkWY5t+4csL3VZzGdcXDrGllZE6xizpIrmo7O06MTTMOiEiAvCyrNYhmmCGaKappkwPPxlOFihiiJkOb0eh3yNOPm9QPuv/8JJBmWrtLwbDTDZDG5QhJrFLHC1hW63oA4WNNxeiiyhqbIFHlOs+cRxCFep814OMf1GhRFRRznaHrOaHxFGvns7W8jKxKisBHxFEXObDajrhWKMsP3IwRZZh2lbG9t41gSYRJjuw6lIJCXOQVQIxBFMVlZIYoKNSJFJRIFOWFS0uj0+ZP/7Q0eH59wPp8yO7+gqmpUTWO5XCOLG2+cvxpimSa9Tptw3cBC4Ae+7w32t9t8/NEHNAYmLUegYUt85vWXsHUDx3GQJZksyRDFikGvi6boyIpKWZRUAtw5vMHF5YT1ZIVnani6iKEIdNoNvEaDhucgaTKPri7YemGPeL3g3YcfIWRDvvjZu5iGQZokTKYL0kxgPFmw9AOcRoMoi/FaLXpb24RZjaZ7zJcBQi6jijrL6RXdXgfLbtG0bQJ/zrX9bTzb/PRkUCEgoms6JSDLInm2oVfXCEiSTC2KyJpGmiUUuch0FbBcrFguV7x89yaqrLCYB2iaQy1KuJ0Ok8kMTdOwLBPT1Njqb4MgkqUZfhAgyCJCVXFyfMS17V3qMmF/t0u7M+Bb336f2XzF7tY1VE0lL0sqKibTOX4Qo6oauiSjigJ1HtHreBzu9hDrnDJPGV6OMHQDSZVRlE0qe5ollEVMt+Vya2+fMAjRZI1xo8F4MqPfbBCu1wx6bYoiZ7WYIJQZgT8nDtcoUoXqNojzDFEWGA5nOK73aSC0gW02AIG6hMAPWK98fMEnTmJeuHML19vEZklijmXr6LpEo+nQatxjNB4RBD6yKqNpBn7qI8nS5rSsyAShT14UKIqCpIocXNvl/sMnnJ6cMJ7MuHn7BTRVxvdDdE2hokasBTRDZ2urx2zm84Pf9zbHnzxmMV2x5XVIkpTs05zJ0WRMkqTIsoIkiqxWS7pug2UUszrx2d1tMxyNv6f9//9Ukfrpn/5pfvmXf5mvfe1r7O7ufvfxwWBAlmUsl8s/cJoajUYMBoPvXvOtb33rD/y+0Wj03ef+c0vTNDTt/9i//OTpJxw/foQlykiiQZyElFVOXWQYGrS7DXRdJAqXDLZ2aLeanJ+c02g1+LVf+3UMy0aSVDRDQ9VUPMdGlkR8f8329i55llGUJWEQ8tEH9/n+L3+Jm7ducnZygR+HDPb3+fijTxBklTRLCcIIx1JJk5QqX3H79i5nx8954YU75FnCarUmLTIuLuaMr8ZIpoPd8IjDDM+xaXgOvV4LzzKoqpRut02YpDgNG0kUCdc+RZojCjmSAHVZU9cVWV4Q+CGXJ0MmV2fcefEW7YZHnGYsVjmffHJEWce89PJtru0OMEybOMhxPIeHz0+Q84qtToeWYyJVBWJZ4jgOflrjBzHJao6u9jE0C1mWKUSRpyfH2P0+v/krv4pjq4jAzVt3OJ+veHxyzMcPPmSw1ef2rducHJ3R2urSG/QxFB29aaOqEiolt68NUBQF27E5Oznizc99kTKLmY1HLCZjTNsgr1NabYcgT+m0m0xma+I0Q5I3xmRDVxh0uqxXAoHv0262qYqCvE5RFYU8y8mLTUF2Gy4PT855+OyIOC25c3uX/mCbss64/+gpjutweG0Xw1BYLFYIskJZZERRycNHz3h+ek673Ue3XJa+T7fXZZHEKJKEAHhugyTNyPKcPElpmwaNhoMqlvRbFo6ksL/V4sZen2DSQSpS+q0+opDT77ZRRYWr4YjZZML21jZ1DaogksYFcZKQVxW6bSJLEp7joMkSaRrw0ot3NgRcVSbOcso6YzlZcHl+Sm04KKKE6jS5XKagWnQ6bebziLoAWVYIkpgPPr6P4xm0tzvopst4GXLx8JTnZ0Mc12O0GDIfz1itV+wf7qCbGmVdYDsmnmNSFRnrdcB8HWBaJrppUdUgSRJ1DVGcEkURgiAhSBJhHJNkKQgCmumwnM/56u+/z6Pjc5q2je/7PL+Y8OqrL9Df2tpsgFFIs+GiahKSvLmZQIRWy2M8mxEFPrIgIEuQxBH7u1vkRUkcLtnqtfE8j/lqBZLKcDQnSSs0Q0eTRco85pMHnxAES9xWH8+WsHWDMsmgqImimKbWQFU0yihmOhohSTJtz0avyk1bq64pbBOxKtnb7jIWSpJgY4vov/0GnfaGUHB5foIii3RbDZ48e8rW9h5BlBLGU5xGk6yoiMKUra1trkYT0mzj0TJNA1kWPgVESkiiSFXVVEVBUW6Kjmu6rAMfEBFFiSDwCcMYRVaIk5TF8XPyoqDb6SKIArZp0Wy1+ewbr/Ds3/wmaRLh+ytKXcP31ySxj9v0cC0HQRFwHZ3T5+fcvrnHvZu3efzsOWUlEOclhrnxIXqey2J+Sln6CAhIkoiiKTQcG0US0DSF/L8GqqOua37mZ36Gf/2v/zVf/epXOTw8/APPv/HGGyiKwm/+5m/yEz/xEwA8evSI09NT3n77bQDefvtt/vbf/tuMx2N6vQ3j/j/8h/+A67rcu3fvD/N2mAQRi3BjonxydMZwMuXwxiFNy6CsSxSpoq5SZmMfoVZotge8/+6H7JUHTNYlxWJEo9nkzmBA39r4rVRVIVivUGSZ7Z09Tk6O0DSV2WSOWOTcvH2Txx894vd/75u88sbrfPU//g61KAEiy+WKXtvl4vyCQcdg0G8jyQJhuMJtOCxWCwQBZquIrFawVZstT0OWFAxZwXNsTF1HVRWKosSwDOaLJZ12m06rxQfvfch8Mt3kjykKG5ypQFHXZFlJVcp8+M6H+EGM5bV5fjwiL2XqOmF4vuD1VzUGvRbj4YKjJ2cYhs1s+YS9zha2qtNSNZqOyvkyRNI0plcrNFkmj2IUWabV7eA2WgRhwrd+59t88Yd+hP91tiC8WNF3XV58+VU63W1kWWY03zjn0ySmqGB8NebLP/aD5GVJXieYusJqtcC1rlGWOdQFu22bXtPGsXsMdZm63sxKLMdEUzRSreD09JIPP3yAbVvs721xcLiHZagEqkC3e8hstmC1WLFer9jaHtBwGxRVhSxLKLpF4OeURcnVeMKTk1OOznfJqYjTkCBMSDMI4xJDN4jTimS14Oat2zx9dkmclLh2c5MpFwQ8OT/dpHLECbKkIkkqQRiiKDKmquJsDeiYBoaqYLsm+4MW/mTCej7kWTJn0GsgktF0XYpKZB3FjIdDiqxEVXUMVQdKlkmCZZs0Wk0mixWipHJ2esZkMkfTFRbLBUEUsLu/w2R8SVFmFHnJIgg5fOEOT0+voBJJSpGrMOLf/863WacxSVwTJyDbLosgwm40efD0mPTpc7IaRFFleDVhMfeJVjFO06bX72E7NpVYUNQZ4Sqk17AJ/Q29WNU2OX227bBcrlGVTYRXmuVIioTjOoh1TV4UlFVJWYGsiCR5QYZAIunMMwFNkNG9FrPJnI8ePKLh2RR5xng8pNHwCMM1kaXQbncp6oQgSHjvvffoDwYcHB4QLBbIcs1yNuXGzeu8/fnXyVI4Obng+PgcWXdZJwmiqpCmMS3TRlMEfv/9b9HvtQjmc4yqwNvqMNju47kOR6dnSJKCa1mookyeZxR5wXoyw08y9vav0ep2mM+myJTYugrtJsvVnLrKGHS3N4IRReRgb5vlco1paLiOxXqxIkMCQUJSZJZLH0VRGOxs8a13voVrmzQbLrZrkecJtqUTRWtEUaIuK9YrH1GoUGQVz/Jot1s0XI/pfMZq5eO4TURBIssL6gpkeRNCbVoaIJDnMZ//3Gc4Op8wXUSQBoymYzqtNoZlkhUpdWUh6wq6ZfHsd79DmcTcffEORxcXjMZj/DCi0dRJogDX0NnpNEnSDNdzmM9mzEdXmOIAw/NouE3SZPU97fN/qCL1la98hV/8xV/kl37pl3Ac57szJM/b9O09z+Mv/IW/wM/+7M/SarVwXZef+Zmf4e233+att94C4Mtf/jL37t3jz/7ZP8vf+3t/j+FwyF//63+dr3zlK//Z09L/pxUkCarlIlcCUQUYLvMgo+k12Nrd2/xBSJAkOR9+8AFf+P4BZSHzzW98wOELL/P4wUfMl2smixWj8ZRbL9xDUVQsw2AyvOClV16nrCrCYE0aRRw9OubwhVvIssqTdz7m1u0X6Q+2SP2I7f0eiBLNbh/l6DkARZbTaHqE/nKjCisqLs+nhGFFkAj40wX9Zpvr13qMLs6Q6xJDFSirirKqWMzmLBc+pmlSe1BmBZIk0e+2qSSV88spaVHjtZpkksJovma+Llm8/xxBvSRIChzP2iDkxwHpKqfoKzw+uuCDDx4RZJAlCY8fP6Pqtrh5c4fZMqbMIUbg/fuP6bQ8tm9toxsaJ5cjwqsZ9+9/gn8554e++EN0t68xffoReVnTGfT59u9/m+lsSs4WhVAymo0AjXAesH3zGrs3rzEannPY7zNVFTRFotW00TSZJE44Pj1CVwSuHRxQljXPj48Ra535NCDJSt5//zFJBJatECYpmmEQhGvyvKAsS54fnSCLEp1uA8s2AJEsiJBUg5OzK9599xMWYcXtF19ktvYZXw35pX/3WxR1TaPp4Jkqy/mane0urm3Rbje5vBxzdHpKXla02y3SouBsOCStatKqIk4zTEsjL0rKOkekpCwruo0mg06HlmFgeCZxHGDU6SY7sGmxWs1pN13qWkKoRXRV4/DggPFojiRKqIqEYpiImo6elMwWPu+8/yGGZaPIIoZmUBQ59+7egbpGkQROL6+QBJlOr086XmCbDtnyiMuLCdtbA8Ks5NHFmqNf+jqCKGDZFjuTBWEcU8kqqaRycjmk2etBWSPpOoIQUAs1AgUVBYLMp8kEOm3boN/tcPf2DVRVYjKfU9XQaHoICMRpxmg+pBZETMPEcRwUWeR8eImoG4wnMzTNxG0I+KuIoqxJ05yVH2OpCs1mE385Y7nyObi2iyhLrFcrjs/OWKwWtKdrZEnl5GxIEIRcUxX2dwYUvQ6rxYwkiUjTBNfSSaSSnZ0Bj54dkxcZkiRTVRWtlseg2yTxV5iuyaDbQaw9dEGmziv89ZooivFsG4GKuipRJRld1kEsKeoEz7HptBqsghXXD/e4Go64/9EH3Ll9i53tPnkWkwRriqpga3uLpuegqZusTUmU+eiTh3R3DjBtm6Xv4/tr9vZ2CII18/mMG9f3WS4XBMECSYQaGVGskQSRuqoJgxjXsZEUidl0ukHGqBnrVYDrNtA1naKs0SUF27YZjkYoqoQgysiyTF1XlGVCy7PoehaKrPHqCy9QVjWVIrKIfLIswfMarMOQq7Nz8jDkv/nvfhRXt6jWMYYkcP3aPuvVDFnTuL47QBRgb3+Psih599vvossSQpFj6QZC/V/hJPUP/+E/BOAHfuAH/sDjv/ALv8Cf//N/HoC///f/PqIo8hM/8RN/wMz7n5YkSfzyL/8yP/VTP8Xbb7+NZVn85E/+JH/zb/7NP8xbAeDiaowuaYiKQpbkCJJMWkJcCph2A1HUcB2bolAZDZ/xm7/5u2zt3OBr336HP3b3h9B1myQNmc99yqpE0UzCKKHX73F1cUoS+RR5QRyECKLA8fExL772Igc3b/C7v/ceq+GSl164x7e++c1Nga0rbt66jaNpfPjeV5lM5jSaFnmeI4kqZZHy7Ok5y6iillUqSvzFGkOTKZKMYTzBX824eeOQwc42Dx89JAlz4jBhMp7iug1arRb9bpeilhAQN/laSc48Tjg5XSMJCo7pEAQJntvEa1rIZUW2KpEUg4dPRyyWBaWocHl5QbfbZ3w+43Ll8+u/8y6yCF/84puchwm/9ZtfY9sTKF66S5alrNYbZc90uqTd7xDoMl/40ud4/OwBrtvAT1Om6ylxEvLJw0f8sS++TafXIwoKvv71bzONfP70n/sfqYqUy+PLTYsoCxherGg2PRRVYX93lyLLKbKc9TpCQuPqYs7J6SWa5TEex4RhTFxAt98hSeJNa6OE8Wi8meFFAVlqEgQhsqSyWoUMtjuUtcwySHHaW+RqRC5IiFVF4IcggOk0iOOY0SJiPHvG3qDPapVxcXlKEId0uzsYlkUaBBydnaF5Lq1OmyTJmc1nWIaBpWtICHidFnfv3sOuapLZFMIcQSh5+63XOdwdoMkis/kMsYYirxAEEcuykaScdhtOz87ZErdRFJXxbEEtqpxenjFdLHjz1h10XSPLks3JK83pd9pMRpssN8myeHp2uWEVKTrz2Ywii+lt9xiPSxzboCxzsiKjkCWu5gtEUSCIEgxBodHamMnrqkSXNCzFoBY20T+aomKZBmEcb4QlbRfH1rBsA1NXCeMYyzLJ8oJSKFkEa1RDpxZEyrqioCTLc4xGgxKBVZRAmOMnGRQlhiLTbrU/VevGiGWJKIBhaBiGSkdukeUJaaozm645O53QaXbJS+i2u2iKzGo5Q5UVojimyAuW8xV1XdP0bCzLoddpYDR6TOYrJss1bc8jTwKaDZuGY1GXGa5tYBsaYeQTpzHzxQxFVhl0txCqGlnVadg2a3+Foir0tgeUYsViPmewvYXXcDg/P8W0FfZ2r7FaztF0leOjIyRR5PDwGuPpkvnSpypFHLdJmVdMZwv8KCRJUt7sDZgMx5sUCVHAcUyyPKWmwrIs2q0mirJR7zmuxfZ2H6EqSJOUdqdJWdY0mw1URef07IqyFmh3Wyiaw2rl47oeYZRT1gJBHKEZBa7n8tk3XsY2PCzHQZIVwjjk0ckJZ+fnyOT87ld/G1nMyOdjsnXAm6+/zv1vfECqFVDmdD2Ptm2xszPAXy/oOBatVouGrvL02XNGwyHT8RDbNb+nff4P3e77Ly1d1/n5n/95fv7nf/7/7TXXrl3jV37lV/4wL/2fXY7nMugNcGyHyXBMnVQkacpiFXD/k6csu02u7e0ynMwZTtc8PPmQP3PvM/R39wjDmO5gm+lsSpQW1FTUksaHH39Cu+Hgr9dcnp3S7XU5eX5EnpUs1pvYj8O7d9na3efZoydsDwYoskyW5Zi6CnXNjdu3ePDx7yOJKiIKeZoxX6wZT9Y02z2uZmc0+i2gJssShtMZ+1sDpKJgNr1gOp3R6vZI4gzNcIhCn6vLS15/7TVc20D+FAGdZzmGYWDoOkkcUyoyUVUi1jV202PQaeM6KuFwyhtvvQmtFr/xT/4tllIzny1ZrXw0zUF1TIqk4NHDI7742ou89qW3+RcfPmMdJMh1ya9/9XfYGmzxyqtvoFlNRvMPmEUr/td/8c/Yv36Dhm2wWkwJ5wui5YytXpeWa2wYWWHI6fmQuEg4PTvlo3c/5O233+SdWchssaRhK9SlxHSyQNVF2p1NeyHPSwzDJIkryiJA1Vp84xsfEMQxjUYTfx2xWoVcXI6Zji9J44zFfMHuzgBVU0GEKIlxbBXHc7gYXuKvV3S7Hb753nskhYwfJIh1RRgmIECr3USVFWTFIIlDJrMVKz9GVTSaLQPbdYizlLQqafV71IqMqqoc3rjGxcUluqrSbXfJy4zjk2PKvOCw1UbJE3ZaXXqdLrJSsl7PMHUVUQBZkqGu0TV9kzQfh/S6HdK0IMky4mVOXW8EHa1uB6/d5Go83ODYZZlGs00UJWR5tTnp9bb41vsf8fGjxxiWS5gssHQNXZZYh2tKoaaoKyRZRtMUNMsk9iOqsiQtKxbjEZphIssShqYRRAmaKmN7LmWdU9cgSTICEqHvcxpM8a4fcHp6Sl1XBFGGIG3y7WRdJ69rwiTB8RoYqo6fpRRlgaSqLFf+JkWkzNEUdeMzKiuOzs9xTZW9QZemZTC59KnyjPliTp5nOJZJy3NRZJMojDh6fkaSppiGTlVUlFlJXoJUC4ynCyzDxGtsBCVXwyGGpmBpCqltYNs6SbImSiJUoSbWVfoNC9cyiMIAQRTY292m3W6xnC7QFY3FYkWVR2iaTqvRRAB000CSJBzHZrlcURYFRZHR8BrIioima5RlQZIWTKZLdnf3yNOCRx8/xm10Odg/5GIyJclSyqLAdR3yPGc0ntDtdjftuaxG03Vc16bpOciySBSuUVSZg1u3MA3107ngmjiKUTQVUzdYrwMkSaLb6VELAlUt4vsxpuVRFQVZXoJYsfQT4iim6bl4tsty7TOfL0nzkiyIMGQFocx59vgh13e3McqSR08ece9zn+fuK3dZrqeYskK/3aRpm1CVdNptkiggEOHa3i55lpKnMYeH+/jh+nva5/9IZ/d5noVqKmi2imlqZFWGKtvUiIxGc9IwJvATHj55xiqCKK94evqE19/8HO+9+22qOmMZhiiGhlCLfOuDD6miiB/4/rdRNI3ZZMztrT0qQeL9jz4kSHLe/uEfRnNafP8P/yD/5H/733ndtvE8D1lRKOua0XDE7mdeI0kFPvjgiIvTIYatoWgq9z95hKI06PTa9LZ6KKrCcHRFUdf4UYytqYwmC8pKxM/KTZrFVgNRVLAcF8txEChJ8wRVVVBVDWSVttdgKSvEdUWaRZRSjayKVOT0mj2ufeZVZkXOr/7q72AAWVYiyyY7O7ukFShGyeJqSt9r8D/85P9IbDl846sfomgGfrbi2u41Gs0WeS1wejEmSmuMoubxh49YzWZ84bOvUsYR73z9dxCynC/9wNtMz495/ujBJrZGUnnllbuMriZMzs74UJJ5483P4CchrYZNWRRMhkOuLo9ZrWIcz0FRZZIsJcsLLi6HCKKCoujs9fokcch8NuHyfEgSrej1GkRBiqEZGIaB7bbQPmUxiaJEp99DVFQmsyX3XrhBWgn80r/5KrrlUgoVpqbjNhwcU6fbatKwbOIooCpzqnojtuhvdRmNx5iiTZJnuM0muuMwHo6pik38TVXX5ORMpmOC9ZqLsmS/1WAyusRtarjO5iRQFjlCrSIKNWkabXLu4oAsq0mznKIsKIuctV+yWK2I8xyv02FrZ5u3v6ARRQnDy6tPvS45Z6Mx55MJL9y7i6QppDWopkNe1ty9dQtLVpgt16zCTRhqmdebeCvLQHBVHEfi9PiUrCxRNZ3Vek2n2UBAoNPtkgYBnV4bP4pYhWviIsP8VJDy1udfZ7vXYz6ecn5xxXS6pNntEuUZtShT1BVpWaLmOZ1Wh9U0oSghWgaMLoeItYCqq6RZhq5oSKpEmufEOdQiIIkMtgcI4kYhGIQBrWaD3f1tgmVAnkKzYbK1dUiRF0RhhK7KuJ7H5cUlRVZQpBXnpxeIgkSr0eTFe3dYRQXPT08oqoKqLjANfROVNJ+TNh0URUJRVWRVxDQ0ep02l6KEH4Y0PAd/GRGHMZZpoMjiJq1dFWi12+i6TlVWjMZXlGVOmkbMZ3PGkwmypGIZDs+enLFaBezsHaBoJucXY8bzOaK8Sekvspz3P/oQy9BxGhbPjp4jCBXNRoO6LJBFCINgk0yzXNLrtEnjEENXsG2Tqt4kT1DBfDan2WxgOw5JUjCbLDk+vqKsZTqdHrIgsVj5mJZBFCbIooq/WjGbzhmPZ9SiQhAEtDwPU5bRHBXbMQkmE46On7H1yj0+88XXef7+B7gdB02V6Hc7LFdTPNvi6nzBPEuRJZHlYkKeJcynY0zX/p72+T/SRaooMsoiZzGfEcchRVJhGDZUNaswo6wk1vmCeVpieS1UYDIbc+feS6z9mOlyyDIKsD2PNz/zWYbTBVKeopk63f6AaDmlokaQdWYrnzjLefz0Od/3Q9fYvrHP/o1DPr7/gCSJEGSRrV6fsqhoNj1292/w0bvfZr0M6fZcWv0m1w5uIkgyyyhgvhjR63VxHJP1es3J+TmGqoFqsUoroqsZuiJSIlDU0Gh3QBApihQFAUXRUVUVSbdQdYN8PqcqSxRZRhKFDfaj32HntXt8491HHH18n+t9l2mwJkgLkmIjgU+LijqvMYWaL7z5OoN71/m//cuvcvLRRzQbClmckuclHz14xOnVmPHVjCTPKTyLRstBLDNmkyH9Tputa300WebW9T1eONgiXM2pEWh2B4wmC8SiwNAkzk6O2B1scfvVO3zy+Ijjx08ZdNq88NJnyIuMy6sLsqokiCPySsQwbWTFRLE8BFWkdkxcZ5ParkgKSZzgNRz29+6RZhGiWKOoIgOvj6xsQH6CIKCrMqZt8PJLL/Lvf+UbmKaGpEuYuoll6eiaDEVKsN5AB0VZ3CjT2ODPddMgK8uNeq8qWA5HhEGMWFWYhs7V6JK7vXu88tprnDhPkWqBOE9RTB1R1ZhM5oTrJU1bp99p0/C8T+nLJoqsMZn4pFnBZDrDdByKClZhzNX5kKgoUZcBUZIT+BGqoqLKKt95/z1sz2Nvf5er6Zxvvf8e07WPIivYms7hoMeg2+F3vvVtui2Xk9WK1aek1cSvmCQJh/u7fOFzn+Hhk6dUSFhVhaqo+Guf2rIwbYOaEkGsEBWFoiooyxxH0zFFjaoQSNMaUdAoa5E0LQmjBLfRgFpAtyz8OOajBw+QP81gLLIMU9XIZYFGu/0pjDInyzMkGSzLZh3GTC6HWKpMu+nQarewHYfLy3MkESxTx7RkdnbaHFzbJo4iykogSwuWywW6ZlA5Ims/ZO2vyPKKGzdvEIYJ4+EM13YoRIEwCRBVFRBJsoSjkxPEOsdzbTTdZLVeM51MqKqa23dvU+Y1R/k5cbhidDlGkAQ810LTVCpAkSW63S7tdpMw9FFVicFWb0MNVnRUxWA8PmU0mWI3GmTrGGSJ5SKgpKbdbFGVNesswPMcZvMZVZXRajSoqooojMiSFEnevNZquWI+XxLHPpoq0e54NDyXoshQZZ2tnT5FJaHqFqv1jPFkiarZPH9+wWIVc3l1SS1IdHpNYt/HdV3KvMYPEiTJIC4KxpMpjm3gOBaT2ZiDvR0qEfIk4uTZM9qeg+UaOKbJaDxErAuu7e9gmjorXSNNUkbDK7a3tiiLkiRNIPj/gxR0VVZRRAnqEk1WyetN/H8piCyCkCgpKJZrZEUhKQpEUeDqckgYhTQ6LT589JC8LkmqBZ1+nw8/ep/pxRk/9id+hDQvOT05J6xUBEliPFsgqRrvfPtdvvgDb1GQ8uYX3uarv/HrzP0F4+mUnZ1dRFFGFhWu37zBk0cP6fW7iHJNEEF/MMBxbZAUPnn0mLLI6LQ8Gq7HbLbAc13SOOOTBw9xmw00qSYM72MYBofX9hhNxih1iaaIXE5OmU5n7By4RElMlmVYskohlgiliKZqLLOaf/Zvvoqx9rm118JUVGLbIRMiluMF4dKnY7toqkTTM7h57xbTMOLrv/E1HKvG1ATINlLsWpSYzua4nkFHNHjzsy/jeAaPHz7j+fFz4iSgvz9g6S84PnoEVYWpKezv7uE6BovJlEGnSa2KJPOEp48+wfEsOoM2k6srLs8vGE3n7Oxs0+ntkpYpeakzvHqOom4KsakqLCMfQRQZD8fcOtzCNnVaXQdB2pwiJUUiiSNURafZbKFoOhdXI/xVSlaWPPn4I1Snh6JLeAMXWVNJ04y4ShiYXSxVgXqjBizzcmPkLTfZgX4c0un0UTSNdBUzvJpQV9BqNFivffI4IQ1ChIZHb2sL6gpb12n0u5QUFGnNtd0ddKkCZMpSoCyhzGE5XxJEObUgEiUZ7ZbH8PyS5dJHM01G4ymSuCRJcxzbwzUdNE3Fthym4xmGaXE5ecRstWK5XnL74JC3P/M64WJB7C/4/s+/ynA2p+OaWLpJFsc8+OQhRZoxaDm0mx7uay/zydMjVkFKnhX4K586zxAsA1uX0CWJ2jTxo4Aqr5EUjfPTMcGTE4pkY/xutvpYtkWU5shs/hayqgBRpKhqijglSzOKLEOSJApBQJA2kMyyytElA8e2KPOM4WpNFiWUSURdVxuxg1AxHl3ir5bsDHrcunUTEWGTrmFZVLXIeDxjufQpyhJRltF1g3Z/QJZmHB2fkaQll1cTgjRlGqzp9tuoso6oyOiqy/Wbh/Q6LnHobzocroPvh1xdjjCdBoEfc3ExokhrNNVAEkV01UDVVGzHIo4jqrrk5q0DBEEkDANkWWJvb5v1OuL0ZEiSFiRpydnDJ6i6jihvbjq8ZnNDMS4SLNNCkmXqssI0LEzTpCg3ZAChrpjNpmiSjKLq5PmGv6UoGq7rYZgaYbTxCWqazny4YPL8il/79d9id+86W9v7nF9ecnk1IS8hLwom4yWmJlMUG2VnHGWsghDNNDaBAtvbdNptimzjLb12eMB6uebpd94l29sHVSSOYxpNj86gQ5blGJpKv9tjPBmDKNDr96nqmg8//ph0Mvme9vk/0kUq8hMEAmzLIEszyqpCkRSEOkcWZZI0RVBVOs0WqqyS5ylplnJ1eclnP/tZvv3++2RhgOd6yIrExcUly/mcyXzFcLrmnW/fp3O15qXPfg5J0ZE0ldPTM6bDKTeuH+DYDdb+m3zz3W8jSTKO63FxMuTD9+7T9BrEWcXD55ekWUKaxKjKJ7z11mdod1tcP7yx8XXlGUEQUwN+tEZXDRrtJs1um5br8o2vf51Ou02700Jmg2l49OQpiyAhK2p2dq+hawqKLJKlBUJZI8sS63XE7HhIHQXcfumQnW6bR4+fUksaCCJtz+ULL73I7p2b/Oq//XVuvXaXoVTx+GvfphZzVHUDh1RNk+xTCXez2YYixZRqbE1gu+Mi3tjhxRcOuBhe0m16RKoEkogiCWT5JrQ3LVKyzMfQJWyvScf1MFSTYDmljgLuvnyXR+894Goy4933P2btB+zfuMNWr8crb3bwo4iT0wvGF5ccP3nKvReuMeg1UFS4dfsQ3VYQhIqT589pNBpIImimQZylxHnBeDhlPgtQDIOszFDlgjufuUkmySzma0S5Rv5PyRSWiWXbzJYzgvkKz3Eo64qr0RVXizm5oJPUFecXV6wXa1568SV2t7Y4Oz2BvPw0WV5ClmV0VUGsC/KyJgsTstDn/GzEdreBUEGZ+8iSwnw+4fTsCtv18FpNbM8mLXKSvKQWRSRRxtRMtvoDPLfBZDpnPJkRrgSKNKPTbJIlOVGU0Gg2eOP1V9jvdVEomEdL2h2LdsOkLFP6rSZnz55jaQp/7O03qMqaey/dpa5qTs4uKaKILEqpBYWW69JrN9BVie1eh5OzU8qsoIgylrMVa0EgLwqkGvxVCJIMokZdy4wvJ4gDkSiJqDUFRZKJqhpZUZCpsT9t9eRViW6oRHGMQMlqvtqo6dbr70aPeZbDdB3y8cPHeJaOaxukWUGS5FyeDen1umRZgeNqjEdjVv6KKM1ottp4Xovlao1lW+RFxXi+xg8S2t0B1WJOV9PY7vXIkgRJUgjCgLOrEcdnJ1RZxB/7vrdQdYMoyrga+QTxfepSpExrwnWAZRncvnED17XRTZXpbEISh8gS9HrNTURUpRKGPpqqk8QRSZogCBuCrlBBt9WhFgUsy2UyXyBKFa5po9sGgrQhIYiwMdQKIt1OF8+1sS2Lk+dHFFXOzlYfr9GkrguyLEMUauqqIokzyjKlqgR0TUfTDJ48eU4UP+XmC7dpd3qcXJwT+hFFqVBXBqKQoqnQbG6SR4q62nDUbAvqmk6nxWo+J9V1Qj8kmM6o+gMsQ6fMCuIwwlQNhCojCkIcx0YSJRTDQJQkmu02+weHXFz+5xOG/l/XH+kiNZ3MkUQFSRAZT2boio2qyKhlvuGtzFc4poMkqJimQVlpmHXF8+fPuHX7Bfb295AmIyzbJgz8jVNekFj4AXajiaSaTBcrLNthZ3cPP4sI44hPPrzPnTuHIOfceuUOt164x/nxKa7rogk65+MV46sR43lBo9HC9WT6tzocP3/Ow0djPuu1WS6XSLIAZU5dlVR1CaVAnmd0Ok1M20TSNSzPQ9Q0/DjENWxWUcXJaI1mmqiqiCCCKIHlWOgWn556ROI0oa5TDF2kFguenxxzPp5s7iiTnJeuH7D/ykv843/5y6z9BU9/+3dJ8grbbVJTsFotUeRNxFVeVsRJjmkZiIJAXlc8PzsjiNYURYFlWxzsbtNseUxHNdQ5zVYbVRbodNsURYVr26iKgSDKnBydMlquWQcBZ5cjmlsD3n7zLbajmHfe+5i5H/Pgg4/4ThBx69Zdbr18m6IqmM/HpLGP78+5dm3AdHKJINT4/pIiy2i1GriOgyBJZEXOaDQnzwuKomJre8DKD9ENhcPruzwfjjm+mJJnKXduHOJPx8xnE+rMJkoTojhCNy3CMMJtNRjs7FFYNmfnIxRFxtJMvL4Fec7J8yOoKjynwePHz5CeCxzubbNz/YDFdEhSZ+z2txlfXjEZLSmSiL3tPl7fJU4Lzi7HWGaDyWjOYh1y49Z1ihx621vkV0P8cErD8qiyAn+9+pTRtIcsyzTbLQRV4ej8Aj9NqOuCgeMgZDGHhwfsdBtkZUriL7AVgTDyOdwdsJ4vuHV9n8l4Qp2GaIaFZ1rsNLusZkeIcs2g3+GFm9c5OznC0zTu3jhgulpzNZoixwmu7eKZNqqkshitCZMYWVRJgxR/ElDGFZm0Sc6uygo/9tm6uU8tixgNm5qKfB0ShCFlkjMdTXBshySJCQOffrdLlMZEecrtOze4tdfHMlQocrotj92tLnmaEoQhsqxydTmirmF7a4csr5hM5mRFznK9YrkKGI0WPDs+Q9VtdN0kiTO8pken1WM6GpKmObN1yNHZGe1Wg55nUwsyZ2dD8kxCkU2mkwDTtNEVjXa7i6apTOZL4iTFcgxs26XZbJKmPsPRiN2tbRr9AVEYUhQpW1s9fD/nwScnWKaBazvYuo4oS2iGyfZ2j7wqSbLiU5l/iWbqlGVBVVYEfsDV1ZAgtFjN5giiyN7OPqr6aftfVImCiDyTcBwPyMnSnNXSRzc9Xn/1Ne7ff8b7Hz/iyeMnqLqMKEkURUGeSQRFSBrF9Lsdep0Ojq1R1wKqJJGsQ4rAp6pysjTBNAxmiyVUAovlErUWMAyTQatLmWRomkhSpMzmMzTdAEmkKCpG4ynjyRTLa35P+/wf6SKVRAmLxQrdMFB0DbESqMqSKM2ZBwFhlmMUFev1miJP0AwdQRDwgwWz2YxbN29yPrrCdm2WqxV1VW36yrVAt7fF/s0bjGZT6rrk7r07fPzwAVFZcP/jj3jxlbscvHCHHJk//se/zL/9Z/+GNMrp9npcXl0iSAL/0//8f0UU4OrsmLqqmM8XzEKfyrCpa4nVYk6322K/20PSdCaTGYEfEUcBiyDEclxEzQBZJIhT0iJnvl4jmwau55ElCXlZ4vsb9U5Vb3wTWZpCXaKqCoamIyo68+GUIoMiqYjikNsv3uZf/dY3CGOfq8WM9cJHkVWW6yVlXlDXAoZpgrBB7ViGAZJAjYAfRTy/GKPqBv1OA6nOUaSarW6TOotRVRlFFtAUiTgOsCxno1Crcqq8JM0zSjZ+GEXVuDq54h3hfW6/co/X33oD7+kZo9Mx7337XX77t77K73zjd3AaLrYm0nAMiiyk3bKxjF0uLy7o73TQbZtOc4OQT9ICfx2yWqxRFYO6FgkDn52dAe2tDrLbwFBUKEo6DQ+5KLg22KHMEkbjMZK0RNF1TuaX3Dy8zuLikkIUWCYpgigyny1o2C7NpvvpqdXHcT1M02I2neH7PitdZ+261HlFw2uiyTpVVmLZJq6lo6gqSVaRFSWKoqEqKp7jYrkueZyTFgVlmrFcrwiCiPlkiW0bKIpCnlecn19guS61KPHk+JThfEGFiCHLTMYLBp0Gy+USy1RoNzcxSXVdkyQZ4+EUW1VouBZVnhCslxw9OyKKCrJozZc+9warYL3xeyU+DVNDrAscQ6Xd3ONzb3yG0eWY6XhCFKXkScm1a4dMFyvKquDyYsRqFVKKMrIqkMYpki7T2eoiyhKmplFWJZquoukKzx8fIxXl5jHDIE1Sms02mqFSLAuIYgatDts7WyzGE6hq0rykqMFrN4mTjAcPPsHRdTRFo9nubhAo7RaLxYqjoyPWfsZ6nVDVCmHkM5+f4DY8Tk8uWC19LEdnMp6hyAq64VAjsfZT3vnOh2RJRBRmqKqBIqvIokSRb0B/VQ2mZRJlBRdPj1AViVs3r6HIICkyi9UCqJFkFV1XWMyX+Os1tqXjeS00VaWqKwzLYDKdklET5RslsShCq+lSZjl1XVNXArbpEgQxRZEhyzK9rT6dThtN1ymKkrwuNq1CQd9w2sSNtUFUDZ49OeHJgydoosS969uYnkeYxTTaAxaNJcPLEVVe4dgm+9vdTTs2LSmqClWCOFhRFSlVXdDv99jf32Py7TmyqCIKEq5jsVyukUSBfr+NbeubbEjbY+37yIaKIImoloGgKJTf4z7/R7pI6boBgogkSlimzWqyZDKt0WSZlR+SpCm200RRbMIoRjMNVE1nOl8yvLpkf38ffq/GX695+PATRsMhjuMANZIk0t/bZRGHRHHEwbVdhtMrxF4TQaz4+IOPuHnnBp2mwe7hHrfu3SH1Ux5Nn9Drt/nRP/E2V6ML7n/0HkdPn4IoEwQBP/Infpzv+5HPkSxHPPj4Ck0zcWyH8XRGGm+ol37gs1oFVIKIqqlImkIliszXa65m080HXEOUJoTRpv+t6TpRmJCkKYoioSkK88mUwpCZWSbTRcTVZIlkOpiahtZosA4DVE1GMwyK2QqJClEEQZEQJZGyKigqEVmVqGRhQ6AVBQRZIYoCnp+dkcVLGqbC4V4Py9BoNZsE/hLTtDC0TX6drEosFmtM3SMtMlqdDsv5ik5ngGFGXGSXzKYzvvN777J/84B7d2+yt72FaXp88+vvcXb2FMc0GWxvszvw6HRNVA2SuEQUJVRFxjA0REkirwpkWcG2GqSpQF1LmKaEpAi0Wh6FUDMPc4qsQBFFFKChmyiSQKXrNFsdfD8kyjbqNFk1OL84Zx3HlJKEoem0Ox1c26Lf7iBJG2XXyekJpmnRbHhYlsHdOy/gGjrjiwsm0ZTleMF0OuKzL9/l9q1rqIpIXtQUgoysahwfHxEEAYZp0t8esHN4jY8ePOb50Qnz+Yo8K3j7c29SVeWmlWMJlEXJeDkjynLCOEVEZBHNKPMUiWuMh5eoYsG9uzewNQXqGktRuLYzYLUKkKm5trvLd959j9lkhB9mGNomdaTX2WK1nCNJAopr4NkqhmmQ5yUaGR1XRqxcHj08YbVKKPKarMw2cVRZiuXa1AKYmolhWwxu7pDWGxq2bGg4psV6vWI6nJJFIRIbFZ+qb/AwsiSgWhoty8IzBXZaXdIoB0FEMUxmK5/FasVbn/sMV+M5ZVnSG3SR6g3KXqghWC4IwoBmq8N0foIgypR5jddoEAQRdS0iSzKXF1fYtk4QhBi6zmDQRhRqNFVDUXQ8t8HwakSeFriOh79eo2k6ZVFwdDJCVTUs08AydQQ2dpT+oIcolUS+T1EWGKqO4ziIgsL+roRltxhdTajKHFmVMRSZhmMyWa6JQp/peIRpWehKjShIiJLEauVjaSqSIFJmAoJQ0+/00VUdSRRJ0wRZAdu2sC2DsixJkhTTUPBsm26nzdtfcBkNp2xvb5NkEaso4f6jZ0xHY6qipi4SDq7dpNOxGA1HtFs2cboxykdxwPZ2j06nRZHnm3R1z2U1DwhXK7Z7HcQgoKhK1n6AYWjMpwumkylZnrF7bR/dNpAkleFswWSy/J72+T/SRcpUDVqdLrIkUdcbBVeW5cRJit1oYVVskNuaCmKFIG7aacHaZzwecnD7JrqmMlvMqeKEMIxoeB6ea7OYjLFdC0mGq9EFBwc3oMxxHRdbU1hMp0TrAMVp0Op5fOnHfpB3vvZtDrd3eetzr2ErIsmTmGAVYZqtDTivWjIdDxGKkl5niyPDJitKQKTMC6qqRBIEPNelyEuyJAFZIsly8jxjPl+yimM009z4KaqadRhtjMiKiiAIdFtNwijE99cs/BWK2uBqPOPB2QVBGKJ7Dk5ds1osUVQNS7KR1Tl2w0MSBVRDQ6gBASRZQpIkkipHroUNSqOuQRRpt5rcOOjz0o0dsvWCui5ZrJYYpsFkMqKaL3Bs49M0cBFd18nyTdvBdZpYloMkCpi6iqErhHFMUZQ8u/8JwXzFsydPePWV1/hf/qc/zbe++RHvvvNNFtMpN29tc/PmNSazKzS1Q17meI6LKIvohkkR+JssOFXbsIoy2N7to1sbyGJe1KRxRLfVZL2O8TQdzzSJohA/CNFNi7ISGZ5fYOoGT46OmcyXVJJEt9vCtiycdoNWo8Hw+THLxYJmq0V/a0ANzGdL4igkSjPWiwUGMmEcsggDGo6F7VioqoIiCQRhxHyx2LSodvoIQg9FU0nyjLxIWK6WSIqK4TiISUKcpghFgSht5N+CItJsblLGdV1FkmXSLGc5n1DWFa7lQJlydTHGkFVarQbT9Yhmo41n2azXK9IoYm9rwMv37vL+g4dIkkIU+KSZxL3bN5FkoCoxTRPXshmNxwiigKxJKB0P+cVbvPfBJ+RphWJo2HoDSwE/TknKGmRI8wRRFhArkDV5QyEoC1bLJaoiYVsWSRRhOhqSBrVYIokSDVujudNj+OQ5D+5/hGqq7B3sEuc558MRtmny1d/9fdbLFbYl4fs+pqagCCJJktPttsnzAtN0sJwO73/4iPnFlCBIURWd9WqNIIk0nAa2Y+A5HlQlMiKGptLtNPG8BtKnfrZWr41l28RJjCiLyIqB6TqkWU6SxBzsb9P8NAF+Nhfodlu4nocmb04a/jratONrEVNVcF2TOIoxdZ26zIASx9JYBWvaDQfLtrBMk7LcEI7LPGeSxFR5RcPzaDU9kjhmXiZ0ew2qskC3LQxN3fi+FA1JkojjBFFUcT2LmoCbNw/QdY0Kg2umxXgy5vj5KVUJ24Mmd+9tZr6qUpGEGbIicnDtHmWRfoq1MTg5OaMsKgbdLlVRARWz+WQDilQ2aKASqESJsqxRNBNqiavRZu58OZwymSy+p33+j3SRCuII1kuyXCNYrtjqD6hqibos6fb7+Guf2I+ZL5Y0mjZ5lpHEG4/RerlEU1XarSbCGkpRQmJBVdQYqsrx6SmrYIGhy6wWcxqvvMx2v0OepzimQRJnjM7H7Nx0cDWJ5t097t7oIecKuiyynq7YPdjFaTU4PR1xcnJEp5Nz9PQpv/Iv/i2+PybJcq6GI66GV3iuhySKG+l4r8dga4vzq/EG/S1vDJ/rIKZEQFY0ZElGKUvCMPwUQaDhOg5FElFTsFguNv1sRSFJMqgrtns9ul6DOzcOkCoYdJrcfzpGUXVkLUGRN7lheZYhySK6bVKLAmlUQl2hSwKGplNRcW2nzwt39smCOaahIasKj549pdvus/J9TENHFAVM2wVRotFqsVpElBU8/OQxvXYbXZLI0oxGw6LfaxGGKYKiIqQxDcXhW1/9kCj/kM++dY8//ad+nAcPPkBRRCRVwrQNoiAmXIWslissy2YaT6lqNgpLRWWw1SPyM+qqRFY08rwgzUqiKOVyOKbrehiSjOs6m/RuUcYPY8I4oS4rirwkyQtU3USQZJIgoEozzoYXuLaDWlQsl0vyoqDVaiFpCrpjoWkal1cXJH7I/mAHzTTRNBlbl8nimPOzM67t76JqCmEUYuo2lq3TbDooqsj51RWCJHB4eI1vvfMBiqZgmQZ5lmDpJlGSM1/MabQauA13k/HWabHw16haE9eUKYuCWrTwbBNLlXn08Ii93S2oS0RBwS5r6qomyz4102oye9e2OL0YIasbX8zl5QUv3r31KY68pCwy0ijCsG3ajQaFAGfnV2iagGMaWLbFjb19VEnmfDjma7//Lss0xrANZsMxhVhieS5JFDGbTlmvfVrNFlQ1B9f3cJoWgiIynww57G3x0t1byBWkwYKnR0/Y3d9jPJkwW8xotpvousn52Sm3bh7ScFSu7e0RxyFxWmCbJmmWY1smcVaTLVMW8yWT8QxJlHG9BrbtYJobUGeZ55iGjuM0EKqSGzcOaDYtyjxFZHM6yfIMvSxpt9vMZlMkScZybLQsxzM0prMJjq3x6isvI0o5cRIiKpu4rCyNmEyW1LWAYzepqgxRqLBMbcOqSlMsU0WrVOZLBU3TcD0XhJrFco1tGthmZ1Nc8hJD14jiNWkSsLt7wHI9J0liFE2GukBWFepK4PRsiG27BEHC+dkltuOiayWyItFsuazWEaqk8MKdOyzmC774xVfp9z3SOMBQFYSiYjq5IksiXrj7AsFqTlUaUOWEYch8NkIWK7Z2Op+SfjfdDV0zyNINOv75syNsx6KaLEjqisk6xLAalOP/Ctl9/7+2Wt0OUZawszWgc/cO5ycXlBWb0MgoIIlC8nyjPsrzglrbqIusT93QWZIgi9Im90zbfDEMTWU5W3B+csYiXtFp2ZsP1lD54tufZ3h+BlXJVbZgNp2xd3DA8mLK7Zf2ySSB4eUVpWGhWypnZ8d89PFTFsuITrvDm2/s8vT5c+os5+TkhEoosHWLOAo2856yZj6bU9egGxtwYVaDrWkkSYYs6+iGgCxsJOaUJWINlSCR5zl5liKIkKUFURCx3euwu72D67l8+ce+TLfXZWurR8czoYb3np2RBiEUGwOpokrUIpiOjW6oaJpOGIVouo5MhSzWUKYgwGo1J0m6OLqG49h0BgNOhxPe/+A+1/Z26fe3SZOI6Wyx8QgFCy4vJvQ7O4TBKRfxBdqBSLPVwnRs0ihhd8/dzFsuhly7sYfeDPndb3yHX//15/yZ//6/4X/47/8vTJZXZJVPs9lClUMaDY8yz5jPN+DI/5T/KIgChm2QJQV1VW6Q3bqGbqioasJ6HTBdD3n19l2W6yXzyZKpH7Bcr3Edj5bbYLSYoxomcVbQckx0Q+Hy9Aw/ijh4eUAmJHiuiywrFGWBUClMJyMc1cKzmuRSynS5RKJEFoFC5fnzgIatsr3Vx3YcqrLi4/sPGAy6WI07lEVGUeaoqoKsSAiCgGmZKIhIokAtiKR5DpJEKWx4VVVeEKcxUl2zXswRq5qKisVqSZHpZJqObjlUokzba1BXBXmagSiyyZCpubw65/brrzL210SzgJ3tHtOrS9bLDlLDw204XFwMKeqK5WJBmmjYnkPD8yienWGZGreu7bK3NWC5nFNmEWkcUJVQJCJQY7Vs8iihRKCuBRRZZrlYkqQJL7228bi1+z3mF1MkUebR0+ebefDLL3J2coLXaGDbNpIs0Ol1CVcrDF3GUATEqkKVZZZpTp7kaIZKXRRI4gaG+uDBx8iyQqvdZrVckyQbnIRlm9y5eQPbUsiyBEWEJE3J8wRFdUmjnDiOCKOIIiuo6xpZ2qg3JVlib2uH6WiEZWgcHtzFNlWSNCIvEwxVpa5EgjSlyCrWfoIoysTxDEPXEQRwXIfR8IKqrtnd3kG3HJxWi/PzKxzHRtUUsiShkES6rSZew8MwNOoy58HDCaICJSVVBbKq4Pshz59NeO21l2k2u8SPTpGUYhO2TU0cxayWPpeXV+zt7XJ8fMHVxQiv1WVel0TBkvEopy4rNEnn+OqULIkYbHVouDqnp6ckqUqWFQx6bdqtFpIs0Wg2OD4+JQ0yFosZCLC1vUVVgmIYFLXER4+ecjEds0oSqhI01fie9vk/0kVqd3uL09E5lqlx/WCP5WSMomgomk6WVRvFiSojSiAKIqIggVCTZSlJqqDI0iZSKE1wXQfHcWg4Hh+89xEffPgAd9DAc00kUSQOQ/Z2thCSkCAISdyS9dpHl0XSIODqdML1a10+8VckcUmRpoRByvNnz9jdP8CyJbptD6neR3NMwizkanhEXQsgipiWRfdah9l4ysXFFVmW0ev2Obo4J1iH1GVFlmZUZUWWpciShCCICNImqr+sCtI8YblcIMsalqlzsLvND/3gl1jM1/z+73/EaXvIW196i+nlmP5en/kqIUvgYL/H9qDHaLEkSzMkUYAKFtMZVV1RCQKyoWA6JrKyaa2iSBxdjjGlmt2BQK6tuRwtmF4tubZ9QFmIXF7McByH6eyI5WpNHEQ4ZhtNkajLHFXbsGyqqgChZjgckhVQCgK1JpHVIaZTES0ivvON3yWP5tx49QZFWTGbhZv2oyiQ1SAIG0myrm6MsVEQoWomtQTT+ZR9bxfdMPCjmOvX9/mBL3ye+x8+IK1KZhcT4jBhNJ9zcHiIZZjMZjNM0yDKc4okQWs36TWaiOlm7rLfbRNGAaN5RZgkXF1c0Gm1MMuS/Z7Dzk6PqytYrVccHhyQxyGJv6S7s8POoMt8tWR2dExRVlSVQJzD2dUM05ZZhRnS3OfRw8dUFWRZRiGIRGGI49R0e12mizlVtRGfNLwm2Wgja1ZFGdVQN4iFJCGOIoztHVRJYrlac+fODSJ/RVmU391wkzjf+JTKgkbLY3J8QbhcsN1toioS/cGAJIlY++uNYkwQmU7GVKLE1dWQsihJowSpBE1VN8bZMufmwSGTxZp1nGBZDq1mk/F4TF6WlEWFZdtQQ98aEEYRYeSDJDMZTVmVU9rXdyjrFKMSuX3jJr2tPsvlnNUyIUsjBp0WW02HG9e2ScKE0I+wTJs8WxOFAa7bJohi+j2bm4eHHJ9MqSsJURRZr3wArs4v6bc9Dg/uEoQ+wXrDXcqynKPnp2RJgvMpGkW1ZHr9DidHx8zXa9rNJkmwptfyuHb9GposcXV5xu7eNo1mi8lojCyo5FRIgkKUlZiGxmw656WXX9xkKFYlzVaD7Z0t/CAgikNMXUNX5E9xPCV7Ozs0vSaL5ZzFYkqzeUCaFgwGfSzbpqoqZEVBVTff2/OrGY32hOPzKR/df8Le/i4vv3iLRsPh9PgCS9n8f8aTGVfDKXW1Cal97ZUXkaUMSpAEBctyNiOEXoe9nQGKLGAaOlGSkKY5y+UcQZLodNt4DZOyzNje22Ey/4TL4RDbcXjw+DHrIELXDUazGctVCJpGkaXwX07ZA/6IF6nb169zdPyUxXRMurfFi/duk2cF6yAiSSoc22K98mk3WvT6HZIgJM9zDNOk1emgyDKqImKZJpOrMYvpgoP9HZbrNaPFErVtgyyDCKHvo0q7CAib/Kk44ur0nDiI8RyL+7/9Mc0feZ32zoAPv/YR08shbtvhR374hxhs9fjgo28zn2e8+NI9Tp6c8cd/+I/zq//xV3n2+CFuy8YwTQxT/xRGlxInGbJuYRmb1qIoSGzuhWpEUSZNUwRBoK4VLENFUuByeMl4PGGwtc3WoEeap/xv/+R/Z3G+oOd1+OzbP87ls0s+/9pNLlYrppMheztd8jig0Wgii5tWky5JaKqCKujEaYrXbEBdUVcVaZIDNUmykUM3XYsoy/DvPyRbZTiayeXFFa7nsA4ijo4vGY3G9AfbvPrKy+iqzvXDA3a2BqiGymK5II7XFEVFJchMPs1S9I/OSJIM17UR6wRJk5gtZ5SPUwxTxdA1RrMJ/f6AVrOFqmqbZGdFIcty0jxnFU5RZZ3Fas01UaUoKpI45ej0EeFyhWnZPDs9QygFGp6HEoSsA3/zRy+JNF2XKvBx7C6mLFFEMb1WC1WRSeJgc2JJUhzLpIxN9Lris595ldu3t7Eckye6gCAO2N/eJQ9DJFkkjkI6gwEXlxdEWcZovGAyX3I8nGOcnLOM1ghFQbvRIQpDdMshiVJm6xVU4AQRi3VIWVYIVITBkshfI35axJIyJ682yi/TtCiKnPlyQahIhP4CQ1fZ6ndwXBtD10mThMViTlZknD98RlOzONzaR1VEBp02kiiQxxnz6ZIyqykKCMI1Kz9CUmz8MOfOzZvUSYqkbD6/+XLNk8dP0PX/O3n/8WPZluVpYt/R+pyrr2kzV0+HyqrIyCyRhSyAzUJ1E0S1AEExIJrgH8YZOSB6wG6gmiCTmZWVlSoiXrx40rVps6vPPVpvDo4jpx2TJhhIG/nIYW5+ba+91/qt7wsYuRbb3ZaudMk3KV1eI2u92bvrBE1TQy6BLBBdy/pxBUImSnNGbZ8wlXSNuG24/s1voG0wHIuyrGldwSfPLnj36hWWaXP59gpF75E9g2DAwHcpyxpJVvvUb5ZSlBWSLKPpOr6qIQlBXmRst+s+QNS1KIrMy9evKYsK3/MZDxp0Ddqmoq5KDF3Fsy18y2A69JlOhigyvHv/Fss00XWLrpUIwxjLdGgEbLYr3r+/xTFtPNfl5vaBs9M5jq5gWTqLxZK8qrh49pzVes9+H+H7Ln4QsFiuuLm5ZrNb07Ytiir3ypu6pGp6xmUrwLRdrKIlzWryquPh7oGylsjziqpqGM/GTKcFy+WWIPDwBiPev78nTlLqrmY285ERSJKC7bhsthtMUyMYBqBKdHQEw4Bq1SLLKo5ro6kanajIy4SDwxm26WBYJlkY89XXXxPuY/zhGN20mDSCk7OnPCzX5GbGev0/o/Tw/1++TiZT5LKmKXN822Tg+by/uqXMM2TVwQ88FFVlMBwguo4sz4mTBH8QcHhyzG4fEoYhCNBUFdMy0EydVupw50M20Y7HpYFocg5GI24+JK1USeb5+RPCsCZNCw5PZ/zdv/+S67sN88+fYo+HbF+/Zp9EPHv6hDdvvqcuEpJiwzu54/bNHUVX8N/+n/+PfPfyFX/553/BbrNHlWVu7u8oigpJ1iirFElRyLIMRdWwXZuu7ZABuRPQdUhSg+sHXJydUDQ1w6b3yjZNRVnJiKbiD//Jz5jODlFbwUcvTni5XPP/+Q//kbpOsQ0VW/OwdBNdVZAPppimQVFkqN4QWel3rnw/QNc00iKjbmrKosRyLIq8YBsVjNwxit5yOh0znYz6i0LZMj08JskqsqwkS0vi3Q2WrjI/mFLEMdIHGVrTtmx2OxbrDQ8Pa5Isw7TdDyp2B9mQWcUbUiJOTuZ4vs1gPKSsC6oP2gWEQNO0vu2Rp/i+h6nbVHXL5V2/ONg1gqLquHjyBMPb8tuXL5GFitV52L5H3cH7mxuenV9AJ1CzFLXrOJ1N8HyfuqrZhVuKsunnBoMBnSQ4OT5G5BmyqNGUluPDAaahslqH7MMV+13Ii+cvaETLu6v3RPuI6XzOLsrQLItwvcKfzrAkhcfbO6JsSRB41GkCkujDBXnB/eMDW23HZ598gqop1HXFOPDo2pZWdMyGczabDVInkA0FXXXpmpq6/JD+2+3QZQlVBlPXEF3DaDRAdC2T4Yhon+JYOov7B3zTZDwecfnukn2UYJoGdV7QVALHHvDdd69Js4K9FHE2O6DMS5I05tmz58RZiSrpDEZDhK7x7au3hFuD0WyAMx3QfVj5QFJQZQVN1+hqyOIUxzBRW4UqK9F1g3UUcXV3h9bB0WTOzdUjIJEmCZoEadHgD30ur75HVSQc3+b8TNC0gm+/e8Oz5y9wPZuyrkjSjOViha5qzOdzfEfHdbU+JKSqDEYDulaw2YaULYRpyXCgMJ4M+iJV5oyDER8HDgezKaPhkKYtuby5ZRfGmAc+j4stSbwHIaPooBs2i/AaxXVBN9gVJW9/+SW77TH/5J/+FJReaVILwXKxIc1r6g6ubx55ompUdUVeVwhJJS1Lrhcbuq5FlQRVXdEgoek6Yd6QRBkPy5D073/L8fExtu1wdHSCbdmE+z1JWqIqNv/hL35F20FRlLieRdc1JFHI9HyOjEBTZB4eHhEC4ijm/MkpiqqhKA2WoWHaFkgKRVHQ1RWX70J03SVJGnb7CCEpzA5PaKQFTScILAstSkijlHev3/bWdOMfQbvv/u6Wi/NTPv3kAkuXqcsc2zRom5a2yXAtC9uwsW2TOI6o6oq6bbm/uyfNMv7pH/6cIAjYxXuGkwCBQNN1JEXC8yw6SaeuayQh09ZtzxdLc2zPRRUKd5dvOX7xjI8Ppxx/dEaLTJbVfP4vP8VwNb77q1+z267p2pLJyEdQUxYx/sjg5de/Jkoinn36Cf/uv/p3/Pv//n9gHya4lssjG7b7GFlVsW0bx7FRVb3/RW5birzg4vSYMs/QNZV9GnN5c0MYxrRI5EXB8OKYZB3y85/+MZ7h8bM//YL/x5//Pf/3P/9z8iyja0raJieTYDQYMpua3D/usBUVpetABlWB8WRAXVXYrkcnBLaqUZUl+wZ2qxDXdTk5PsG3bGwJdAluHxYs1xvqWqAYHgfHZ4imYbuPeHZ+SpHG/Po3XzGZjDg9PaHpJGzP5uHbV9w/PLLZRei6TVGUKKrM0LUxbAtVF4wnHscnh0iSRLMPURQZw9Toagnd6HvlcRpTpDl3t/c8f/YxX/zkZ2R1w7dff0dge9hev980nI7QDZs4SugUGUlTqYsSNxgiVI2uqtEUlfXdNV9cnBF4LmEYYZkWYbFnG4ZImo4soO0aZqMRF2enmIZMuF2ioBG4Br5j4rkmHS2yIoMik1UlmqYiq/2/PUlzrq9vGB/O6FBRVB2hqFR5ihc4VFXFdDzC0gwQLU3XIqkGruswGHjUZUmcZbRVjaMZiE6ALLBtA1Nz2W+3DGdjDK2PDcfRnq6ruTg7wbaOSNOYrhOoskTgeTBrUGSZKIzJ84JBMKBDkGUlSZhiOR5V2aIpGoZpY5g2cbKnEiVHhs5Hn3zMar0jr3IMW2d2MGGx3qI5FnXXgtzHxLumQ7SCrm5pqpYiztk+bqiLFt218AIbSdXw3BHlPubqckG4D/EGEwxL4vu39yid4Ndf/hlSKfjpjz8jSta4joemGliOQ1GWeAOfo5M5cXqPa3scHU4JPA1FkTAsjcXjI6PJmPF4jAAGvsf+7pGyKLi+zjDVYxSpYxx4BJ7NaDL6cIHLKcqcwXBIGOWsNhuy0kHqOgQKeZiQZEvqBt69vwZFwnZ8rm5uaJuck+NDDg+nxHFKJWRUo+U33/6A67ns9iEXck9pWYdXbMM9wWTKvsioy4LpcIjlesRpweP7a8qmxTQsdMsmLSpW25AyS7m8vCXab7g4P+H9zQO7VczD4xbXcVA0lcFwxHASMB0FSHIDQlAUNXHUK4qyIuHh/p7xdAxdw3g6RFE0NrsdrutgWSNW6zWLxZZwX3F5fYukGKD10N4sTQmCAaqho8kdRZ6RFzWeY/5O5/zvdZH69ofvMF0dTZaRBVRVgar2Oz5N3eAPfHabGBUDQ1OQZImD+ZQ0Samavm11fDhnvV3hD1yKJOPd9SXzyQjLMhkMPE4OZphCxnY8iqqlqhq++vp7mkYi2iRsllseHrZMn87ohKBIEuajgMPDIQ+jASfHByy3FU21x7R00hzC/RLbEeS7B/Y3Frs7lf/lv/5TvvrhB1795iss3WZTxQhZpqhrPNtFNwwa0YcAqiJnPAzYyxLb3ZbLy2sURcfQdYTosAydx8UCT9E4+fSC5Xd3qJ7FarHl4foey1bxHAvF9FiuFiiSzGgYkCU9Y+zoaEbTaCgKuJpCp9lkWca7q2uSMO6x/4eHuI6Hbdns93vS3Y79aoPWSQTBiDSr+qh027HbbNhuthwdzDE1hTiKkKUO0zC4ublBCGiEjKoq/OIXf8jN/ZLLyxviJGXgWYyCAYrcIURD05TsoxBVU9AMFdN0kKW+olpOS9PJNI2MrtkEHqx3e2pF5m6xZp/kTAZT2qbiu+9+iz0ZE+cpg8mE9gNJQ1I1ZAHL9RraljRJUBWFXbgjayps28EwTep2/SEirmKZFhqCNOlnPF0nkacVRd7fKE3T4PBgStU2OI4BUodrW4zHI3TDwLpZcHe9YHx4SDAZsltuyPKK2bMzROUxGHg0VU0YRb2KXtNo6wrRqgwGAZalo8oCRRIk+5Czk9MPrbQKTVOI4z1dW/Hxx0/QVYEMhLuMNN6TJD4D36NU5f7y0tXMpgf4noPoOpI4o8hLirLFMA3GgyF1KfHwuEZBwzUVHpdLHMvB8x3SfcZX336NbloUTYem64xPZpgjH96pNHJLvE8QkkoVF+RphiypyGqFpisEwyHxQ4Rpq5iKQVsLGl1G1xRkwyZZL+kahe++ecNoEuB7DqaiURUKaiP4zdevePL0AMsLyNICfzBmF6Vkdcvd7T279Zpon3ByNODoYMB4PMJ2Pd69u2G5WuI7vdXANHSOD2fUZYln6UyHPq6lE/gevuei631bebleoigyB8enOK7P+6tvUbZqr2aX5N6OgERVtyxWOy6eP2OdxKi+RzCZ4bgBDQp5K/HNy9fIev+5f+Z5tLLCw2rL9c0VgR8wPjhkk6RcLVbYpsqx59BVDZv1hqalnyEhI5QSEOQfUE+7OCOM9mR5zXffvGG/S/D9ADvwidKIvGlQixKnbvtOg2jY395SNR3z2ZjZ4RhVV0jSFEUGzTCIsxTD0JBVmW0Y4nsD7m42HB+csN6WvL+54/rmFhmpV9yLD7i2NGE6n7Lfxkjt7zaU+r0uUq5pMB6NCFwPRE9FSLM9hqbRNCVhuCWJIlSlZTKZMJ1N2G53SKIjzVp8z+xTRpIgcGx83+b91S2KBJ5nkcYZob7HUjR+89XXyEJClVXuHlYYmkUSZ+yjlHifYk8CHlchm1fvoDrl8uU7trsVpvkFiBYhShzPZnoU8OTZKTfvH3i4W7PaPzD0xvz2z/6Sf/7v/gu++ttvqfIWQyhIWt/CapoaZBD0h5sqwfX9HU3RgCShqBpCKAhkiqqia2oqR+PZZ59ycjZn83JJcx/xn/+bf8Hj7YLl8hJsg9FoiCJ3IHXomkIaJQTDgK5pkSRBMAiYT0bkZU5Z1ri+RyMEQpbZZDFJnOBkNr7nsHxYQi0QRY1pBhwenTIcj7i9veVhsWIyHmM7Lq/evqMsC54/vaCsW+wOdruwv5lXFVXT0nUdk3FPCe/agrzKGTg2qimh6BJ1U4KsEQwC8qJGEgqXl3ekcQGolFXJdDrmcbNDyBKqY3Px7AlpnNFKPXtMsVSmpyf89S+/YR8VCFkiyzN0xUAIqPIS0da9T+jiCeKD7qLpBLpmoKka4/Gof8npCqKqyZKI//hXf8lw7BH4Dp7rEgw8agnKImE0nbDb7Hl6fszF6QmaqlHmKYfTAf/mf/EviLKSWsBk6PMuvKPKCvIyxwtcTNtiqmt9oENXMDSJMo2IafAslaatqKsUCYVOtHieR9uZFEVBkZecnZ4xGQ1ompzV4yOu7+K7Lm3bst2ue6aepjAaB+i6QtNA0wmm8wlZWZGkJYZhI2s6cZogIVGkOVNvRmqULHYrjp/8CNPTSeKYvGn49Zdf4o4GTKYzhCqBIdF0fevRsDXqoqWrBQgQTUtnKkiAoutoQkU0LVIHRVZSKQJZkdBsC0moSHQsH7eIRqE0WmShIBSZriopO5l31/dst3subx8IwwhZ1VE1ldl8RBan6Krg5//kM+YHE7bblCyOcW0LXdNJ9mFvT56MuL255mg64eToiIPpkLapUFWDrCxQFBVN01HUftF2sVoxmc+xLAtF0ciznLJqmB8eERe3fPLFF6iayvdX1xzOp2RFy/vHDXZs8u3lDX/76jWGavCzTz9D0w2iLGf76hW+HyAklW2U8qvvv6NV4Pz0iHUcI9Uduu1SdxK6bvVFX+69VtqHHaWyqhFdQ5I1BKMZ09kxZVnSyhCMxwTjEevtElVVWdze0uYFo6GP7w84OD5mNA5AEWzXSwaBB5KEEH2CVNBgGDqe6+F7Pt9++wOv3lzTyRq6LdHUJaqssNmsETJEccR0NkEIuL+++Z3O+d/rIiULweF4hKao3N8/8vTJU2RZxnUdkOUPOzguRR7TNi6mqSBR4bo6uuFi6xppmmHIElLb9oXK6ec+WVpQSgJT1WkMneXDEtd28RyPfdmilCUIGScYMDua4Q0t6lrww5ff0YQZR4cHrAaP7HYrDo4OebyPqdocqWqYTR2evJixWN0TPm4p44Q2F4Tv3vO/+2//9/zf/i//V6oypywrDMdEljrqpiTPClzTwLNMttuQJEqZTEa8eHbG5dUVtq7TlB2jgcvJyYyuKdk9Lnn+k6e8f7XgR3/6GT/7gx/zd38XYZoKq/UaVe6Yz0ecnx3x+HDPMOgJy3mWYE6H6KpCklR4gcs2S9Bbi7yssEwbAw1N1WjzhqE/Rld0qjRlMBwym8/YRSFhFHJ4OMO1HPb7kPuHBwxDJwpjTucHgIJlO4xGE24etnz37ffohoUfDGjamvUyZjAOmM4D2i5lMLBxfRsBaKZBktbcPT7w1VffI8s6n378GXkHL6+uken45ItPifIU33e5fbhFkQXB0MK2TZq6ZLNeU7cKQoBhWNRZQZFmyJKErmogYLHZUjU+sqqw2kX4toWiKiBDU9cczGa4hoEqwDBlHpaP5GVLnu/QTR1d01EkCc8xEI1NmRe0HXRNzXQ8oqvWmLaCYxi0is72+Jgvf/OKdz9corg6pmFwMB1jmja+W3F+NONk3vuDdmHIwHNosTF0k/UupCgyiqLo971ES5rnbLch33z9Hc+en6MaJrpuMJlNWK9WbPc7jo+PKaqKNE0pq6ZH9Rg2nSQxPZjRPGx4WC1ZbjegyD1frmlAlXFsi9vba5bLCcfHR7Rtg6X2s8HVZocXDPCHAX/8z37B4mHF2/eXhLsYxzGwbZ3RJMAbetieRbQKua6vaZuGsTxE7iRkTf2HnTJJV1DKFkMx0AwDCYV9nBFHKWPfZTYa8LDdkxT9cnhed1heT6mfjEd8+skBp4czXKvX0J8cTbF0GdHWmIrCfDrj9ZvXbDZrfN/l8foSX1eIQpfjgzFNLdjsNhiWhaEbRFHEcDBkvd4iSRJHpycYpkXTQVu3tHVDEAyYTnLMICDLcpBkfvWr3/BeM/ntD6/pANWzMSdT5LplfnRIVdfcLhZMphOSquLd9S0oGkXboOkmrSRTd6BKCqphUqx3iK5fuDdNgzIvQFHRLYum7knocZqimwZ1WbPebnEHHmrbsnzzDlmBrpXYRTlVmuENR1iex9t3V1zeKli2Tp5GfPLJx+imgiKrFHnRE2pknbfvrvj62x/45ttrwqLGDoYYTYUiSQigriqiNCErUmRVZ3o4R1UUfvWr/+lz/ve6SKVFzs3VFZZt9O29YEBZVSRJjGGaKLLAt3wURUKWZTzHQtdm1F1HXhTkaYzcCY4OpuiawX1yhWcbtLKMa5sYmgYI2g4MxyPLG2S14cc/+0NkoZJu92imybdff88f/+LHeLKgWK94l9/y0ScvmEyGbHdLhuMTTs9OSIsFigpFmWJYOuOJw/J+xWqzYDI55Ntf/4Z/83/4mP/N/+l/y3//3/13LK6uyPMcmRZZkjA1nbasmEyn0AiyJMO1dX7xB5/z08/PuLt95P3bW1xL4mc/+oSh7/Htb3+F502wNY9WFWyiBePxiCyJifYRx4cTZuOAwcDixbNTmrrDD2zaysO3LQxVQdcMkihis1ygGA5PTs+xDYvl3SOff/IxVVWT5Cm7XYQ7nzCa9tw413cZuA5xFFMpMnVZ8NGzZ7R1jqHDartmMBpxdHTKZhuTZCWKptO0DcvFI0J00LXouo5tGGw2G9Z1hSSrVF2FZFh88/0b3r26QZEsLp49ZzCdUu1k7lf3OLqCJMus1luu75fERYZpmdR1S161/MXffEnTdT1XzTIxDB2ajixKKeqSzpDQNAVdN0nTAllVyYsMhGA48NFRqfKEeL9mfHaCoSmMhgGjic/Dwz3r1RJZ6TXsYRjjBzFlUaJIGnXdkCY5TdXzDDerDbJm88P7B76/ucfwXfK64+PjU4TcsdysEVVLFO6R65yho3J4MMV2TFbrLYZp4ToWummSZCVZlhOnGUVZoag6u32EpsgURUeSlCRJghANjm0TDEaUVU3dNNiOjaFpVFWFaZuE+4QoSrl7uGMX7vnssy+wHYebh19SiJqHzYpPXrxgOh5gqgq7zRZZktBMk8l4zJHnI9qG7XKFbdlICKS242g+Q5ZlVFVFNWUMS8JWNeJOIvBckm1KVZaIpEFUKgPvgE4HrdPJsj3Tgwl5VbLd7mk++ImqzsIZ9CLLqCh7p9YHr5KLhWnJeJ6O9/wY6gZZ0tls9kT7lNloxt3tPdv1Es+2oA2YzyeIMmPgeVxdXlFVRT8jdh2kPMd1PD7//HMWD0uWjyu8wZAw3FO2W9bbHVIr+OmPfkJVltiOSZGlXL68ZDoZ0zYdq/sly+sFtm0zUHSMgY1pK+iORRbt+5eKLLGNYuKqQzcF4/GM3X5HkZdkVo0oSnbbHVLbIdMhCRVd1ojjmEIItCzD8z3Ozo+IoojFwxrbtDEtg7KuEXK/AqOrOmla4gUDjj/7nKFnM5sHbFcLXr16iSQJPnp6QRoX2KbFaDThzeuX6JrGdrflP/7Vr4niCtP3GfsysqbTdYLBcIgqoKpLqqZBlhXKqgQlo26b3+mc/70uUoPxBN02Kaq8v9XEKbIqYzsGnmczm88QZc12vcYyTRxLR5JbjK7Bc3yaImMfxbRlwWId4to+45lFUec0dfWhfVhQVh0HszMOpgd0XQfAaDDirs758z//f0Erc34yx3Mskv2Osm2AlqopybOQ27uaP/zFP+HuviXL11RKReA5/ORnnzHy5/zt33yDoEX3Tb7567/iiz/5E/7tf/1f8mf/w//It7/+DaZqIEsCDImqbtisNqiKxPF0xPFsiCIqTg/GuKbKxfGUKAzxXB1Bg2crGErN9NBnXxYst1t0IaiqvNdQNB1dC1maoMgdsirhOgbebEhVZmzDNW3b4doG58cnbKKE23dXpGkGbcfJ4SGu69DVFceTEePhkLQsaLqa+9sb8ryHYQ78GY1lMho66Aq0rUzbKWzWex4et2RFhW27dK0g3O6QJMHJ4QFNW2BqBuv1hldvL3FcG9VweFg+4m9K3ry+4+bygX/1r/4UXdVIsoyjo2NkqUXT4Ovvv+ftzR2mY/Hsoxfsk4xawG+/ec3bqwdG8zm7cI+sKmzDPek+IQp3PdHDMJGqGgwTIcsIAZqsoggZUzUZeCZVuMbWdEajAFWDfbTBNixOTuacHE8YDQNAYvm4YrPZo0gy0+mIx8dr6kpQliVN3XB68YSqE/zZ3/2WTZwwnI2Jt1uSJMF0NURd0+UljtmT5OM0Q1quaIVA0TTaFqzAxlJ0dvEtt/ePtC390qkCbVWz2m745tuXeK5FR0EwdHhxesR6E/Lu+oa2aTmcHuLqFuv9DicYUomOVpaRVBnX93h/c0WS5dwtHwimM3b7iC+//Yb/7E/+iNlkwD6L+wRkmnFyfMhivUXRNQzbJE0TmrLE1lVmsyFJmiFrEk3XEa73FFpDU7V8/sVnPD4syIu8T9oaBlEYoWo6nuWgjxSatqX+UOBVWSYYBKiWSUmHrmo0dU3VNshthWNbeI6NaBviKIRO4Op9AW6bmoPZhMnAwdR0Xr58RVn2RP35dMLnH7/g7dvXXN3EvL+6ZjQc8Md//MfQtri2A0IiyzKauqEoSookoZUkFFnF82yyNGW5XNJoMo2mIhSZXbjCCTzipCDaL2i7DHQdo84YjgK++uFrTFlhPB4zGA1Zvb+kU2QUvb9MNU1NkqRokszA9anzEkPVMFQd6cNif+D6tFWF7micHh8gUSNJDcfHcyzTQTN0FpsNcZoBEnmcUxYlXuCQVW8ps4TRyKGrSjRFZzgM2G4TLNMmz0oOZxbHB8e8fPOOr795zz5qCUYHkGdYikqcJQgU2qalrpv+BYmMJPVaoSSKKbPsdzrnf6+LlG2aBEMf15hgmyZ127BPYoZBgO87/aG6XBJu1iRxzGQ6Ic1S6rajygos28VyHO6XK8qmQzYM0mTPR89PCDyPMEwpK7DdMVKjM/QDxqOA1eMj+/WCy6tLkjJnPJrRKTJVW9FINY5rEqchtudSKSVFnpEkCR89/5Qvf/Mfkbo+5EEnYXk6XuCwXO45OJyR1zEvv/w7Dj/9Cf/Ff/NfgaTz5V//JzpJICsypqaxyyMC10IC4iRhtW4RpFiWwXQ4xHl+QtcIFut7poMJA3/K+YtzYtFvrUtFRV3GlB+WPZu6JdzuyLOMs9NTDo4mPD7cYZkaU2dMnMSMxhNmB0e8enfN6/QKbzymzFJsXeX8+ADPVHEsh2245+7ujrJtSJMUmrbf16lqbFvn8KCfIQrJIYr6n8v721tMy6CuShaPK376059wfDBnvVpxdfOO1+/e01JTVBAv97x+95dESQ6SjmO6eO6AJE2xXRuEYL/bYZoWy82SMCsIs4Lz6QTTdvnl13/P0fExNw9LyhqQZTRNJckzNh9upJP5BEVWUFUNWQhq0c/+TF1jOJmjyxLbaEsSCSRFYj47oGk7VEtnMB6zXizwMBiPBkhShyzJzOczsixnOJ7QtmBbLtsspsgb7u7v0XSLpMgwTIXjwwnD6YwHTaBIDZZiULXgDIcMHY/j0yknhxMk0RElMZppsNrsWG42lGVN1XQURcZ2u2c6nnJwfspk2Kvuq7pCVjUO51OG4yG7OKEVMppqotJS5iW7TiKKUwZVw8NihaGZ2K6LXrfc3z8Qpxn+IABJcP/4iK5KPC4eaKoEd+Djey6torBLM6osI48aNMtC6iBwbA5+9AnbKEIuJNquw7Jsirjm1as3+K5PZZdYjsnJk2OqtkQWgjTJsS2LZB/TtgKERFEUtG2DoZsoskZb17x++w7f6xO9kmiYT8e4tk1V5KRpShYl6KYJbsd81O8GjoceCAlEgGV/wbdff0sUbckyC2nm44886quGummomoamqZjPpuRZiaaZQF9oi7xCkmQsx0QzTHRNo2lrGgTfv35L3gl2+4Q0S3E0lfOLI2xDhlZg2CaVCicHM3zTwNB6ooXvuczmU7ZxTNs07MMtsiIT7jPquqUqa9q2RRUCTRKku5A861u9R4eHuJqBH+iYpsJ07IFksg1zJFWlkyWE9MHxpaikacb79+85fXbC4GJM0hYEts3Du0fSPOUPfvwFkqTyy199Q1kKyrLg5asHFpsczXBRdB1DErSiRa9V6rqjqEtUIQGiT4+qCgoyBTXiH0Nwoq1ryjjmRy8+ByQeFht22x22aZBFMTfv32IaPVFCUzU26y2b3Za75YooiTEsp7+NdRJW4BGlCb6lMh/5XFwcsVhsaIXKahVRNilpXKKKhHCzYr0NaduKVpJwhj6aYdF1JYoGti2zD1fMj864u0qwbZnb60vOzs6ZT2fcPl6hGz1l/Pb+ASFLRHHEarlmOpuQ7le8+eVfEFxc8L/+L/8zNo8P/PDDS6qqp1RruqBs+kFwDdSdICtrmraiKhIc6xSBwDYtKgHj2Qzbcdg8rDge+eiKiSRVRPuYssgQXS+tU1WZ4dBHdC26rhKGIZ7vgRBIXUsahci0/Mt//kfYqsbD7S3H8xFRuGY+nXB7u2AfJ2i6wf3dBk3WeP7kKUm0p6oK/EBhMHBx7QEPjxHXN7cIRULWZAQSddOyWC55/eolTVXSioZOUXh3ecuTZ+fMDqe8/OEVNzchTd1hmjK+YWDoKqJte9rBbktalsi6wndv3uBMpwhFJW8abn94iVAsGsnA9odMD3wMR8X1Hfb7DC8IMBQZ17Sh60jznGAwQJVkEIKu7Uirgr1Uk+YptqahSy33Scgnh0OQVcJwS14UTIcOQeCB6CiKEt3QMK0JWV6yebxHN2xs20GSVfw44eH+gbKt+emPPqWTNKq2Y3v3nlHg8uTijN0+ZLuN6WTB5fUNi8c7DqcTRsMhqqoR7SMsx+pNvqbJZDxhPJownUywLQtZktlstyhAEPgYtkNZd9iywWJ1y263ZzQcE2U5ty/fYDgWk6pisVohyRoH80OyKOXjjz9hnybsk4zXby+RJYEsSeyjkK5JOX92QZFlvHv7FqHoHMzmxHGKYTsURYpnOX1IphMoqsbDYskm3jF2J4RaRLZLkduWOIkYDF1kWbBarVEkDRpIk5S6agl8j8D3MHSdpmn7+VnXoTsak6MJeZmQ7fv5nLBNqqah/cArVJGIshxL01AwCXc7DueHSBK4rsrsX/8x33zzDVWZIsmCp88ukBWVfRyha2p/gdF00ixEURpURcdxPXbbHm58OAiQZBlFkWk7wWx+wK9/eMnNcomQZGzHpqlqkjbh4HBOmWb9ZUltaZoCxx0wm86RheCHl9/37EvXAUlluVgymc0Yjscsb+9Iwy1BEEAHhiqj+S4nR8esVium0ymzgzG6rpGnCU3bEac73l3e4QcjTN2gadr+M6SodE2HaWn8yb/6I3IP/MMJ8fUjQlLwXYuDkyO+++p7ru82oF7hex6//eGSKG04PjPx5BbVkCmSgulkxmYXkhUFmiRRtyVdJ/C8AfsoYr+P6NrfTdbxe12kgoGLpUhIksRmuyXc91bPhdTxBz/9HEm0dG3JeDjAsGziOCXNSiQUgmCCalusNn3h8jUVAez2O66u3jIdG4yGJpbtYyjw/ffXNGVEHMlE+wwUBdMxsE0TBYHcCXRFRVUldrstyuUrBNIHCvEeQ9F58/Ib7u5ueHx8wNBVgtEAgDfvXtM2Cu+vrhiORyTRHs3Wke+vsVUDx+6lZKpqIJDQdZ04zRCiRVUaNCVHkj1UuUURLQPXo6o6Am9IMJowPzllsdry27/7Jbaq8nh/TZJG5EmCqulURUu/viNI4wRdD2jbFsdzURUNy7bwAoe75Yo3r9/RNqCJjtl4RN2ULNcb7h7W7PYxm21InOVkRU2yjxmPRmRRQpmF/OEvPu9vg1FCmmZIqoITuGRVRV13dMhcPH9GHMW8ubxivVuS5xmaojEajFmvd6wed1R5hyzLiKbDMXXOnxwyno3xHZssjZGQUHSTzSai1iyiKGU0HqMoFnGaoO4i/JFPmRecTM+4v3+krWuKNMEeDmi6huXjEiEJJBkUSVDmBaKT8HwfxVZ6l1PXstmsWIURZ3n5wcBcUVUVru9T1xV1VVHmJbpvYpsmpuayW0c0dYvrOAhqJtMA0UksFgvC5QLH9glcl1/86DPOLs7QdJ33NzJV1ZK3Ja7vYmgyWVXh1hVVV1HVJUVYcXhwiO/7LJdLsryka3O6VqZs4eT4iKrqh+hlVaMZGnf3Sy5v7lltthzVgtFwQDA7YBftCeMUIfW6lTzPCQYBohMYukYw8JlMRzy5eMLj3S2+72AbMroqk9Hx6YvnZHXHPk6h6aCT0A0XUQn+6i//Gnc4QDMU9ruEeJ/zmC2JFxHBwOfjF5/wzXffkuwzzp+dEu8SiqSmUhtkIWOYKkICzdTwhi6ypPBw9UBXtwzHB1RVwenZGSrH7FYLHMdFUw0cu+kxU01NmeY0ncDUTTarDboq994zGoajIX/6r/9FL1PUdPIyJy9zOtExmUz7YETdoukGTdWR5QXr1ZbBZEaWZ30rsq4YmQaaZbLabDk8PsKbTGgFrLc7wn2Mqig0XUNZFHi+h+kYzKdTbMfm/bv3jIcBmqL2EtOql44OBj51WWDqOk8Op0w8l/nhnG+++Zah6zB/csHj44LJaNgn6qSG1fqBt2/eoOomkmIgJJVOKKh6v2OoqBKKqnD/cIuiwA/ff8fk41PMUUCpSPz4j3+EpWk8LiJeXt9RJTW//uolw4GPMxzR6AUVLabnYnsWzd0Dtw/3IKCua2SjB3mfnByhazp10xL95d9+WAP6n/76vS5Sbduy2O1pv2np2h4ZdHJyzEcvLrAtGalrkWQVyzTRdIs0y5nPZ/iDhrrr0F0Pyx+Q1S1JVuA4Jpbv444n7OKYkSJjtBW315ckaYyiGMRxhqLoDAKfQFMBlclwQB4naL6F49rIosI1VZb373j69AIDm2BgEu4WbJZrJCEThwmO7XN8dIqmfs92FaMbJovFmvOzI7IipSkr0nDBk/MDfvmrLymrDkW1MC0TVbHI0pi2KfHcAF2VMRQJWdbYxxkDN0BG4mAyQ9N0bq5uyMscy7ZJk5CurLBsm8AfYBpG/wLzHTRdJYlTiqxEViUkU8YfeP+QfisqhUbIaKrCNs24e/2G1TpGMy2qqqUDkrxiH2bIQma7CTF1hcPDQ6osR7ZMmragrHOWmwVOV5EVJaKTef3mkuODQ+qqYV/vGQZDNFXm/OSEMs/J4pSLs3PqtiVNYqSu5cc/+hjXM8jLgixLGA8GaEXF67tbon3GzeM36IHLzfUjUicT7iLm8wM60WA7BvvNlqEbIAmVJI6oyopK9Km4g4PDHmWUJORZQZkWyEh4koeQO0Bgaw5SDV/95lvqJudHnz3n/OIcx3FQJAlLt9m3+z4xmmRIsobv9Yuwpq1jWEMsy6JrWoosY2oayEjYtsnxfESnyGRZTLh8IIsTalWlS6AQcDgZ0wrwXA8vCLi/WzEeQlmWZEmCaelYhkJTp2w3IYqiYZkWwSjg+dPnXN/c8fb9NXnVso0yhhPBL7/+jrqocQOf6Nvv8a1+qTrLM2xT5/37SxRN5fD4mNk4IMtKTo9mnJ8cMPRs0iQijSJUw8TXTG6vrkl2OzTV5HGxYnZ4hGcGGKpDliecHp1TjWoerh/YL0LyouD69pa6bni4e8SyDB5uHrB0D1Xt0A2NYOoRJyGTgwmaoXP17ob1fo33IUHaZR1VmXJyeMBkOCRc7/Bcj+PjI4qi5OFxSSn69KzlOASuShD4dF1H3XTstlsUVaWoShzXJUuTHqtW1DRNzXqzoWlamrqjaQSmZVGUFf5wiKRrhHFMIwTzw0MWmzVRnLCPIyTdQJJkfNulzCoEvYJedC2HBwfkdc7ifkEWJcyGQyYDn3CzwLQsXNOiER1H0wmr3ZamSPjo7IQ/+OwFtw/X/PEffIah6kyHEw7nE7788htWywfyImM4HqMZPm0rqOuGKItQTR3f8RkFQ6qiJAxDTMtgOh5wPD/mzesbfv3ld+iqxk++eIKqqJRxTSNJ5I2gbQWdomFbJjnQyhI3jw9cOOdUdc3j4h4FhdlshirLGIaOaeg4rsvj4yOHBxP25T+CmdTDwyO2ZRJFBXVdIcuCw6MJVZXgmlbv7flABg7DXgletxLbzQZNM/jh9RvStqFoQVIk0HQapWObVuRFQRRnPDlTuLy+pe4sOqBpBZos9QK1JqUsU548+SPu7q+xzCfYpo5vDpkMPPbZFkMJGQw8yiJj9bAhi3MMy6BrJN6/vcIPpnz6yadsNr8hKxtu7hYEwwGSaNDMpo/G2jKOqyPnYDk6RV1wNB4zPx6T7NYMPIfz4xmy1BDtY5qqRELGdj3mB8dEuz1tWTDwfSQZzs5OWO/2hFFBVbdUZUJb51ycH+DYDl0nqNyKovyQchMdVVuR5gW7bUSa5JS6hCQBuoFqNIRRymQ6JdzFPD6sMDQPRYMwijk7nGBaJuE+YqzqIMsfSAseaVpyeXlHvE8piprV7SO2YfDs+SnPLs4IBh7v377jzcuXWK5P/kEMORk4HB7MqKuEMEwwbYvV6p6y7Di8uGC5XEHXYRoWnu9zd7NEkhRkSaWsKiQ6fNehSDNELaCpGfke0ge80mw4RNE0lps1rukg+RDWHUWSUaYFrdQxGI+QOkEc5ww8G123KcuG4cCnKiuaqsbQdRRJ7RUi0Eerx2PCMKRtanTTYGS7vPzhO9yhh2u76KpK13W8evWKOEuRFQlLU/n802dcLzaoqokmqTi2T1rUyFkFssZytUN08NGLpziWwSefPENTJe7vH5lPn7FebdhHCY6p86tf/oZff/kVhmMzPzzAsVz2+xRZ1pE0mbxpaYsOW7cwDZ26Kbh7vGc0GVLVJVG4JolD8qzGGU+QEcg0KKqJ61oouoWEyma9wNB0jo4O6ZqG9eMjWQPz4xO+/7tXuH7GfDLm7OyY8WDE1ftLTEvn2bNnZGmEpZuM/IA0KYiylKOTCS+enDA5/BFJugcEknyMY5sUSYGu6URZTLZPKLwEUcgoCNq6QpNlJF3Dsy26smTxuMBSBP/sj3+K57u9ZbftuLu7IwgGdAKatkPRDOSyYTIdIRpBsu/hvabpUNcFaZ4xno4RskTR1bSaQhQnrOKY28cFSZqRZCmiKHFtj66uMeVeZJg3PR3lu6+/4/D4kOHQw9ZVTg+naKqAtsK3NEbjKW/fX9IWDWPXYbXa01YJGjXnR2MmsznXV3dAw2w64fT4kCRNuHvc9PPF4ZjtNsRzHCazORU1mmX0s9v7BXVZ8fmnn3F0ckjelHzz9RuSvMR3HYaOg67LHM+PODw+5k18ie3aaLaJEB1ZliIkiSgJMRwN1zX54tNPiDZ7hASOYzGbTmnqjv0uYvG4ZBD4lNE/gnbfeDJCNC2moZMmEZoGtqWg6+D7NpqmUFY1VVWyXIcIScMwDUYjmfvHxz6au1zTGjrD4YCsLFhu9qzXa2wNnh5P0GSLx+WefbrF8Ye4tktd5bxL3jMejWnbjqYsqNoWRZaZDDzOjsbc3t6y325Qzo/QNIM0SaibFkk2yOISgUKaZyiKh67qfP7Fj/jy6+8I05x3b6+YzSfEeUqcJpRCJS8LOqFg6CrDodP7jz7AMHfbLRfHM0QrMR5MsEyLIis5OjhD0Uyuv31LUxVMxwMAFCApSpxaIskKHh9WpPGOH332gjQtkBQJx3UpmoIg8GlFrxHJq4b1ZkUYHxIMXXRdYXZ4SF0vKIumX04taqq86o29vkeT9ysBo5HNwfyIvC5p6pzxeEwpGfyPf/Y3LG4fMVDRDZWzizO6uiDPEw4OxpRVysXFKc+fP2e1XpElKUJ0jMbDHkqqtngDH9H1P4+6qUjiPhQyOJxQoyApCvvdjsODY7y5jwDKPOdwOKJuC+g6tA4sWUG3LAzLIssLdlEESBRVxc3tPVmcMhwMelRMWSDrGuPREMMfIFQZ31bQVYWb21uOpjOaukLXDYQkIyGjILMPI7K4pChLRCfoIgk/8DAdm/Fsgmi7D7igtsfzDIcEvsd8PiXvJC5vH5FlHV3XaDqJJM1ZbELWqw1CUmhaQVlWVGVOFG4YjgYMfIejk2O6tuc6joY+3/72e8qi5OTsorfqZhWypGHoBqpu8er9a85PjjANvZ+rlRmqItOJhoFvY2g9feH29pH9bk3iGTS5YHZwiGP3tPk0KTk/OSbcJ6xXC376sy/YbCN+8+1LXn3/PcvFBkUxcC8cFve37Hd70jhk+QDnT857JJKomY199ppMmmXM5gFVuUPrLCaBRYugqDJmnzzn9uqeKEp4cnaGYahMRwGGqqDJCnQdTZVTlTWebaBLI+Z+gO8ZJGnM7X2OpvXzLT/w0U2TfZqiN6BrFpJIEU2DLKtMxmPqrqMsKsI0JkoiRpMR1/c3hHmG4/nsi4KvfvgeRZaRZEDu1SRlliEjczCd0tQtTdWQyRp1VWHpOoYiGLoGdCWH0wP8f/Zzrm/uKdMY19R7u6+mkmwfOJiNsT0TZBVFEjiWQRIXpEqEbdkczg5YraMPoSWHpmmxLZeyLlGFjIrK4mEBH4JkruNyd3vP7X6Lbrt4moGpm5iaR1XFbLd77h4fQIJgEDCZTlltl7iew3q7xfasHtuWZcwGI54en/Lu8h2SaKnKAonepq7ICkLUeI79O53zv9dFytB1/JGPLDo0TeLwcMhgoKHpMqKrqZsaIQSartK2LaPJAYvlBoHEcDxhm9/2RlrbIs4SqrYFVaPRVJZpjHhIub//hsu7iMl0xtnZ0w+ImYY3r96wWK1xHZtf//qX/NHP/xDXkDk9mjIZOqyWEuE65NuvXuMHJoPAw7R8Hh/uybKCoWqyXO7pOo3VNsL0JszmByweltw8rjk6O0HXbeI85s31JcFwSBrl3N1eY2injA7ndKLhYDblZBb0CbdoT111HIwGHE09jk6fcHd7T1YkOLaFaRpkSdrPVVZbiirvZyZNxWYT8c0Pr5lNfZ48PUOSNfKsRiansASSorBax9iuy2g0Jhg6+L5DGO6Joz3bzQ4/mKAqGs+fPWMXhuzWW5osQZZLfN9kE4Y0oiUpSl5dPnC/jNhutmiyQlc3tJ2MLMF4HDAdOxxMAxbLnKu7e4aDCdvViqIomUwnzI8OWe9WDEYjkCQkTcEbTkDLEbLMaD7jdrNmt9wiyRqBP2S33SFrCvv9npPZFOoORciMRyPSNKGtK9IwIssyWkXpVemGxW69o0PC8X2mB3Mc12Gz3TIZjymrgt98/S2+qfLxxREfPzvAsxTKqulFhXXTY39QSNL+kLRM7R/cRFlV0tFx/7gAWWIyGveyPCHx/KOnuG7AbrtGkiSGwYD5bMbt/YK7xQLP6Ukr4T4ijmOOD47QDYXHxztMTfDm1St+/vOf8vz5GQIYDl0m4yFFkeLYOh8/OUcSEnfLJa7Tzx+XjyuSPOP50TEvzi+oqxJZU9lut1imiucYnBxNiKOIcLvjcDrkvsqpihzX8inyEt+yifcx280e2zQ4Pj7kh+9fE4dbBo7PxfExt8uQyTQly1LCXYiEhOd5GOc6TdtSln27uaxy6jLj6GTO6ckRVZNiGmDoPSnFc2xoByzutyhSw8F0hGGaVFVBnqSYnk/btXiug2UYFFVBWTT4jkJblpydzDBNqQ86zWY8LBacn19QFAWGYTKdznuxZd0hUSJEjTkYUOU5XduxenxkPJ/RyDqLl2uSpuHVzT1CljmYjRl9sA738y4QNFRFzdvXb/jkxcdMhkPushxV1xgNHM5Ppphqhyo1dE3ObBzw9t1bNNXAkAVdXeDZAZ+8eEYw8FA0FSGUD+DsIQ8Pb1AUHVmR0RQJ2zSIi4r7uxuQZXa7kDzPAAVLsymilKt3lwSeSxYnvL+9JspzDFXF0HQ836Zp+kulYdho2opMFMiSyna3I0oTDM/ik+NPqasSS5MxkZmNxviuy3pp03Q1iiyI9hH7/RbH1hCyjGv8I2D3LTdb6lpgKCBTYVsao6HXLyoi8B2fcB8hANfz+mXQzQrDsIizDLqu55YhUZQVqAqGYWCYFsgKSdWy3oWkeUO3DhlPQsajAWm85/DwEAk4OJhSlQWiqbm9ekeehKyqmP1ui2XZvH97xcnZnNFgRJKUvHt/yz7OmCT9km672lK3gircoikqq21Inqe8fPmGF5+/IKo7SiH1aJRGYKhD5A7yIqfrSuS2JDIk1rpC4DgUeY0i6Zw//YR9mnO/XfcQTcOgbVuKsmSz3aEoCpZlYtsOYZTw5MVTbMcjGI7pULm9fUSRTJK0JduHvHr9luUqQtNMLNuiLApiOgLP5cXzM/KopK5qNus1T87P+PjT5/z93/ySjy7OePr8mJevv+f+ccVoNqXser24Iqs8PT2minMeHpYUeYEiGtqy5tmTj5CoUUSHpatURYKmSsxOjonSjP/wl/+J0XRE2TZMZzOSNOb69o7lckVWVVSqxn6fcPf+lgaJwWhKkceUSYGj6BwMRsTrLXUjaKqaum5RVQPbVknriq6DOI55vHnANG1M3aL9kBBTNR1/EOD4LkomYZganm1zfHDA0A2wXQ0FME0NVZbZ72JEIzDNXruy3W4/RN97sv0uDOm6jjdvL3lYLPn4xXN2mzWDYICsKNRty26fsL/foqAwHk0J9yll2yF1HaPRiMP5nMB16JoCx9TwHBVF9J6uMNxh2xauZVJVDWWRc3ZyxH4XswkzJCFQFJUoSVBUFUOW+OjJOVLb0TVtH1sXgt1qA3XFwDWZTcbsNxHRfsd8NsXWtX8ICpVliaporNcbBoMhx8cmn3z0HNHK7KOC777+HjMY4ZgGlaKQRAkyHYosY9gWXV70xJiuQdFgdDDBNCQ2qzuKIuXgcISqjInjiHDbnwGK1OE6JmenZ4RRzGqZUOaCsBX4nkuRlSgolGVFkVc4ts1kMkKSJcIowvU8Ts6OKZqa69trfCfAchyWyyVd1zEYBAg6aBuKPGEfbjg7u+CTj5+zz3NevXnHOtwhOS6LMGQ4HFMLQVL1y9RVngMCw9BRkbB8h/fXVyiyiq1pjEYjPFNh7JtYtorvOmiaQpJs+ejJEY7ro6sGm82Oqm5wDRlDUeg6iMKEtq4xjY7A9wjDDddX9zi2ycnRlK9/eINjDTEsA803KMuaH77+ntdZzXw+RxcypqTw6uvv2DY5jueiIaEbBrqsICERJSnrtzeUWdEzUcM1u33I6GCCbhocnBwidR2Pl1ekRcqLP31BFsb4fn85ODw64M3r11Rti+265GVFkqa/0zn/e12kHtcblos1p/MZ82mAquiURUOZ1Vyur3Fsm+F43A+iLYuiFLhOPzfYbHeYls1gNuXq8QFV0UBTEW2/sKlbPlG+Q1EsZgcuqizz7t0VqixzfnbE0Pdp2hrHMmirmnC95vrt99imQFchKzJefPyU46MCSQJNN9jfr3n6/Clv39+x2sY4tt6/5FBoqpb5dMJPvviMzXJNEiW8fnvJNk2oRcvMH2NIUBc549GIVmrJ0wbDcHvTaLjjyekZH734hIvPf4TkeaxevaVKcnbLBw4OD8jyDMu2mSoKadViuwF/96tfIWTQNYWiLpAUjc02Iowyon3Cw+OSrGlYbXeYho3tWB/mKgF3d1dInc/HH11QpAlx3OHaGl2bYVkKH3/2hD/47AsOjiYsd2uQNRx3wOvLWyzNxvJVMhET1x2apvH4+ID18Rm/+KefMhzY7HdrEA2ubTGdHWBaFvswJSsylqsVkqYhFIk0L2hEx/3DAw/LFaquoWg6J+MpStaxihKiOKFualRZZep7XBwc8svbW2xvQF1XFEWOaTk4hk6xXZNlBb7nozYyumYSxwlhuMNxPAwzxfUdDE1FsixOT08xm4pkH9O1HbpsECchWRojyxJFWuIYNpv1Ftf2mMwmICR0XWO9C3FsB820efX6LY7nAhKeH1A2NUUS8fdffoWu29zdrwmjBH84Ii1LdNMmjWPcA4vTowPqMmeXpLSlwDaHnF8c49omZZlhm0O6ukMWMoqsUMQ7ZCGYjAI6VeXq7oEi71+ppirTtQI/8BCyTLTf47kuctdSlzX73Z48TrB0EznwqJuWpy+es1quaOiQOoEkS/jDAePxhM1qC5KKabjc3L1nudoyQENRZLq6pvugbhey9A9x/V28p+4q/MDk+PgpY9ticXePaQwoipblw5Yo3iJLGooqc3h4zHKxY7lesgsj8rxGsm1sRaWuG9pO0LYtTdsrVsJwTxLvODs9pm0aHHdMXhbM52Ns22AynLDd7akrQYuMqoDjO1RFTpbmyLKMpmtYjk2nKLx49px9CzfrHaqmIyRYLdc8dA2jYEiRpti2jWXZ6JZGMFK4v7xBEiVnhwcMHJ2Pn57jWNC0NbvNkvls3vunHBvXceg6iSyRcC2bKNpzd3vD8vEBSVLRVQ1VkTB0h4vzE44Op2iqztt3d7x+f0NXd6RNhq63FGXVm547QZYkTA8n2LZFFEWceAMaGWzTRtEUNrsNvu+ShTF5lOB/4KSOvIDRdEDRCYqy4Obmjul40H82wpisblhtN0hCYOkKTVview6yYSIpCkbVUDfd73TO/14XqaKsGQ8GNKLDtB1W64j72xhNlTE1ia7JCQYyj3dLFMNF/yA58zwPa7dH0TSqsurhtKb5wctikIYx0SakqWoc3cIdBBi6hhANy8c7pgMH09AosgJL6yOiP7z6Htqan/30U1Slw3R9fM/h5PiA9XLbY5s8hyjOODub8Zvv3qLoJlnRYloG6+2GJKkQXcfhfMpf/c079CQip6PtWuxW5Sc/+pgiy8iyAqQGHYePn75g8/hAXWY8efE5n/7kp7SOzcNux+bxgSLc8ebNm367vm148uwCXTfQUFk/LKmaDllR2e1CNFWhbkCWNbpOYTiakDfw+Oo1tu1SlTWHhzMe7u8x9UOeXZyiyh1NlTAZWlTFjo9eHBN4PocHY6Joy9///V/zn/+v/i3HR6dkecqb1++o05rZ3GUymRC5e95XV0gSnJyeMJuMmU2G2I6GJMlstjsGoyF1VSEE6JaO13lMpxM8z6XMC5Ikom0bRp6HEALXdTA0g9OjM86nB0Rly9ffv2IThsS7HYEqcHS4OJ6zjQs0Wep3odoeNVVmBaoksd3ukRqQpA5D1VAkhXCzRZUFnmPzePeIrIBjWxiGTVFUvPzhNa5rcHQ0oygSHNumbhqyNu/be0WO7foMgoDdbotu6Diew+urW+pO0AqZh8WS0cAjTRNk1eDk7IJf/eq3ZEnJ0Bv0C7Cayn63ZToeo6syqiLopJoii/E9G4mOLEvwPRPLsqjKst+FUTsUWePk6JhHec3dcsdutyeOMpqmYblco6ky725uib6NCDyPp0/OWD3eYplaj3Qq6x7SnKScnPSuoq6pCQZuP4MTMuE+oWtaXMdjsVihqjJ1k/HZF5+DZrMK9yyiPVGaoqgqVdOgqAqqroAio9BgmR5H8zFJuKONQ6JoT5pkKIqEZRo4TkDbNGRZQlHk2LbJbhfhuC6GAZqiYjsuigxplpKmOU3TMBwEbLYbqjwjz3vSimWb7MINlqVwfn7eL9NGHXGRoesmiqqhaQqS0HEcF9sLeFgsubq6YTiZcnW36OktAlzPBwmaRiBrKppl0jQtcZKiSCq0Al3XGc0nlEmOpmsczidYuoymyH36tm160aqmI8mgSVK/B6b20FZNgc8+fkIUp9zdLzANk+Vqheu2nF0c4fk6edIwnUx5cnbG5c0CJJlOSIwmY7qyRkGm7CqmT8+QDYX9+/5nKxSFdbghCHws2ybchoTbEM3UGU+nNE2DrMislkskvRe1OoZFGiY9LzUY4OgmBz/9Cfc/vCYtYlRZxnEcFtstluNCJ2Eov1v5+b0uUqgqddcSpymL1YYkDJFEw/NnZwzcAEWWyZK+fyp1Ak2RSKMY0wZd09nGCUpZkcYpRVUh6RoqEqube9Jdgm4aSEaLYxl47oBPPn5CVxS0VY7uaMxODgnDXT/D6BoGw4CyrhiOh1iGxnKzpCpTRsMRou2X7Y6PZr06IMu5W2wZD322iw3RNuTk0yNAoOo6//QPfsp3L1/jygqqaZPHexb3d6iaQlGUeLZF4AYYksyTixd88vlnTGdTXr67p0Ww363J4xBNp7+VlxWmbSFJMk3bcn//yG+++ho3GBLvU5oadLUPDGzWa5aLFYZtoFs2ru9Stx3QIboGyzZZPD4yDE6wXRfRtIxHHmcnJ1SNwNQtTDsgTjLehRnhLuL8/Am3dzc83q85nB5yfnqGqkps1iuyIsfxe6V1R8dysYRNy2gyoahqTL3nisVJStU2NG2D7zpcnB4hazL7/Z48Tzk5OUbIElfv3zMeTVAUgdQWnM7mLO4cqAuEZXB6MKGtM85PDzgWCnFest+H1HVB04Dv+izXa9IoxVA1dFlBBoIgoKxydpsdnuMgKzKypFCXLXHd0sqCOCk4Oz9hPB6x2bQf4uUCTTbQPhhpdV2lrEvariMIbKI4YzweE2UVj4sNvu+QlSV5VSLVHXlZYzguT558xI8/+5Sb+3sur6/Iq4o6T9ADC1NXUNE5vzgmTxPiZI9ta6hKv4h8fnLW7xM+PKAqOlXR8P7yml1a8LBYE0U5luOg6iZlVbLaxoDM1fUdbd3gWDKfffyc3W5N1zZ8/PEn3N3ecnt9QxAE+IOA0XhMmqa0rSDPEhzLZLfbsg/3OP6Q7X7FoK1oqAiTHUVbc3R+TFuU1FVFUwtMW6fpGjRZwlJVNCQc00aXBfgDugaQO0zTAAkUWcHQNKIwoqk7hIAkibh/3GBqJtl4iKEpH0jvJk3T0XYdtm3j2xa+a9O2NXleglSj6xZ1XX64zNrIkkbTfPh7o5SmrZHlmraTABnL83h3d8/1w4q4FYRx0u802TZFmqJ3KnlWULctsqJS1Q1FnjO3p6iaShxHbMMNnI4piwKpEeiKjKqb6Ep/KeqEoHJsDEPDNDRqBLZpM5+OGAQevj9AkS0UqVfXbDYhvm9RFj3hfjjwefnqCiFrFFUNqow+dNhePSBr0IqKvIPTj5+wfHdL01SstxvyIuPZ8+fc3NxQVRWGY9PS0SkCSRacXpyTFr0GPk9TurJCllUkZKLVns+++JTdu2tuHq8ZygMkVWU4GvGwXOOYDrt9+Lsd8/9z1Y//X3wJSaZuO2RJsE9SBBKfffwZB9MBA9ckifasVls6ISFEQ1vVHB8eERU1slogaRpFVWHoJnUtqIuaKMmRW5DptfJCtHiuxXDgYKgt/jRAlQTjkYfoGlzXYjab0TUdjmvT1imy1DPTxqMxeZrSVA3jwRBV6ikTgWNwdjzGdW0awJyPEHXNwXRKWZQIRTAfudTnc2zH4vDwgKoskTW5t/SOhmiKwrPDc37xh3+I5Dt8/fUVf/uf/hxVrdB1iaYpMC0F3xtyfHrEw+MCWZPY7jYUVUWLzN3DEu43eJ5P2zT89vsfeFiv2ayWdHXD8ZNjpKJEURQM02S/r9B1HcPQEV1LnqUU6R5Ls3BMG3uocXQwoCw6VMNBEhLPnr2grgTRPiaOMnzPZzgcsVquWe4e2YcJqqbiuy6WZXJ7e4evd3z02VNUXSderHhItvjehDCKEbLEy1evOD09IQw3iK6lo8UydTzbJAh8bFWmFS1tJ1GUFpevX1JFIX/y859RpAVSV6AoHYOBjaxYVPcrRp5HK2ks1jssy8HSDVzHRmoFdVvTtAJZljCtXigoIaHJGjKQRhnLLGZs6wwchfEwQFGUPtbcdHieT1cJkiShadvep6XICCEwTA9fUvju9dc8PKzQDZ3r2wc++egCzTDY7SKW6y1l1VA3Ffv9ljqPmY8Cjk9PuLp6D3TUecLZkxOqquDt61cgBJ7jYpo2tD09Q7QyRVXz+tUPBN6oR/R0UBQ1URyzj1NGTY3j2iDAc1xUSaHuBLpuUhQlVV2TpRmbTcj88BjHcRFti2maVGVJ1zZoiorvuBwfDmnajt02YrFckRYZRVeTZAWGJWPJKl3XEqYJNC1CCHRnjKqqSFKHIqn9kqzj0NEndZ0P+pPRZEK42xAnCaZhYhkmwXzEarXl7nGN61ioik7d1Yy9gKarWa23qKrJZrvmydkJs/GAKsspq5IiK3FcHUVWEaInRZRVjeOZpHGFLCu0Haw3W8qqYzAYoFsm+yTnYbVFtW1MJMQuoswzTF0j3scMHZ86ryiqHM/xevakItF1LWVVohkaiqax+kBkn80H6KqEaWrIkkxXNzw+LrB0gzRNGA4DDFPDD1w60dCJFvGBjiLLGlVRAhKWqXJ1fY0fjCmblLIs6YQgTCNUS2dyOmV7d0+R5mweHrAPRhSSiu272LLC+dMnPD48kqQpeZ4zmYyp2obFaolp6jiOw9v3b7m+viXwAyzNQJdU6rImzmu+/eobnn3+grOLC+7WD3Si/x5bIWFaNmVds4vj3+mc/70uUoZj4tgOhiTjeg6OpjKfTTBUiaoo+8XFYMhyvaNt+xuK7Zi8uv6Gy9WKVulVDE3Vq7dlWcFSFUo5w3UdXN9FlTtOjmacH0+pswhRN3iuhe9aaLoKQiNOUmRNo6lyJGp836UqSxzbYrNakUQZtu3QiY44jtENi/lkjG33yujNOkTRZKIk4eHuHs+zqKucp+dHveywKvBdDUlWkBuJ8XyMZ3v80S/+Obg2/+mvvuSv/99/g2sozI99irKg62q8YEZVl5iWzvxozsPjA45lgqTw6u1bZrMZSZyh6Qp121CLjn2S0QmZqmrIsxw38AEY+D4yPRfPNsfoSt/jn4/HbJch29UeQ9NRJJmq6RhoHifzAx4fF30Ky3WwDJv9dk/TdhRty2Ybs9lse+lhVSNLkOc1XadSlhlVVzKaTnl79x1vFzvSsiZwPDTNxjRNRoOAosgpihxFCFb3dzRFgevapEWBQOLi4hxTMZDKjCdHQ1brFW2l8/TiCFXXefXqmqooUFWVbZiw3O6wihxJkvtheduyD0MkWWDaJo7rIkn9n7M0Q5dUhiMf1zPQ2gJdkXm4f2R6MEKWQFN1DN1gGfbJREmSqUVHWxaomg7ImJaF5TnImz153aDWfTFUDZV372+I4xhVVbm+vaFMQ3zHZjoZ0+QxUldxdHyIYep9yy1wGU5GJHFE3XTkecFoOEB0gnC/x9AtFssdu7Ci7WTWUYzneSiaQStA1WR836GrKqL9jrqTSJMCx5BJsoIoLvAcj1ZIPCyWbFcLLMPgifsEVVbQTZWu7ePQpq5xeXVLGIXs4wpvGNAhoxgGtiQjKzX3yy2GYaA5KnVT03UtjmejqjZlVSIrJpswJnBt0ryAtsNyTNI4pyhrZEVDdDAYj/Bcj3ifcnZ82v9ebTbomoJpGfz4yRf85qtvefnyHa5lkBcpqjoiKgrqoqdw6KqGphhomoltGNRlhSKraGpL2wikTjAcjHhc7ojihLzqemiwotE0bQ+4bloCw8LXdFJU4m3cx9+lFs9xEQhUXaGjRdNVmqZhtd8QbVfoGsjSKbOxT/6BqmJaGqdnhyiKRteZpFmGJHdo6hCEoG1aTL2PnodhgiKB3cGm6y8dWd4yHB2iKgpRWtK1gs1yg2TI+KMRwil5ev4E2TX5m1//Bks10FSd2fyQPC+oyoJPv/iUTgh22w2T8QTXcUizlM16g+e6WKaBaHq/1Gg4pE5yfnj1ks9eveN8PkaSJQzNJC9r8qIiSRIqISjqfwTEiSLNyMKIo8kEezJiNgwoswzHtzF0DUVR2Eb9f1Yc9zKw4MOH2Yxj3t8+YFo2ju0gmpamqmmrltlsysFsjq5L+KbGKHAwpQZNVxCyhCJLJEmEIssgVDRVQ1N6PYFlOcgyKJpMEkcYps7V1QO7MOSjZ09QVY2yKEnLkuFgTN40rFcwOzhmud7x/uYOx5S5ODviydkxWZlTFjK73Ybnz87JXZ2yqRkEQ0pH52/+7kuq5ZqhKVPWKUJyqJoSx7HwXId9vEdTdYYDj/1+xw9vXnF4ckFZ1yiaxHQ6RDdN3Komyy32uwRZkRnPZigf9jccyyKN96hSx3A84Pz4CCFyfM/k+PiEtpLYLHcsFmtM06JpBYoScjAfcnJ6xGKxIEtjmrpEkvq5UlpmoEioej+w1RSFyWzGt48LLm8XKGpNUmV88uOfI2s24W5DJQTffvkVF/NDvn15Sd20fPzigrZpCFwLXVNp64oyl8mSjMUmxDAc4nDLH/78JwhR8MlHZ0RRzMnJIdv9nqap+kRalXN9d09atmx3e2bz+T8siKt6D/scz6dYtsU22rEIl0ThnuPpnMnkmLLI0DuLg8M5juWyftwRhjvOLk5IKFF1A70B23Y4Pj5hE665v38gT2smB3NUTeF+vWQ4HOF4DlVbESc5lu1ydCizD2OGR3NODmYsHm5ouxLTMLk4O6JsSmazA5Bl7u4f+xeA41HWNWEY0lQtuqay2e4RQufV61ssb0TgB5i2ycF0TN20tDIgycgIGkNB02S2+wTbdZB1HVUzcNwhnSRzvwxxXRtJMXtunGmiSL0S52G5pOkkOqHTig7XDxgfuiy3O+qmQVVk9kXOdpehIJFmKebARzFUWjp2cQT0L1hFyD0/0bCJkvu+8McFshqxWD4yGY2pRAeSjCT1XL2D6YS8qiiLjKLMyLOYPLHp6hbPtHFtndlkzCDw2CwXzGdj6qom61riLCbNC+bzaT/zm6i0bcfj4gHbcjEsm4vzUxaLFbqh8ezpE7769geyfYyp65zNDymrivlszswecn+3YLPf0tBgnBm4vkOWxCiyjCKpOI5DMHBJd1uSomYXxbRNgWOqtG2DbZtMJiOGwxGbzYaiSkGWabqWuugdc3nWsVzGSJJC2/Zan6KIOD4+4vLyHmkf4g189tkGx/Fp6xKtEgwmE7a7Laph8MPL18yGE7oWkjjmL//DX6IqCuNRgO32CpR3715TlhVHx8dIwGQyJY72zCZTlotVP+vXDbq8JOs6iiyj0+e0bUuWZ33nQaqRJZmh57AyNr/TOf97XaTassaxTGzDxDIMLF3jYDJBlQSWqVO3DUXd8vWr10RRju95HAkJ1/P5yWCIqprEeU7Tdf08pBWUbYVpmuiKBHVFVWcYgY4mKxi6RCV6P5CoBZKhUZUFdZkzm0+RZYGgIS8yJIkeUDocMkoKkjilERJpErMP97i+T5JGtELh1es3LFcZTaewXu8YD02OuhbXt1EridY2qOueGO4HA0ZuwNGLj/irv/0199++4uJozmBq0TY64+GAKIaqLlhuthimRl7lWJ3NeDzm5ZvX7Pa7nv+X5Jw+OWG1WmPbOo5rIUkK8T6irCryssANzB6tn+w4mI55cnGA6DJUVcFxHIQQVFXJyckp9/d3xFGC5w94+txHUTOarkJTIQhsTPuUpi45vzimvayIfrtntdphWy55lrJerUHRWW379JzmuPzZX/w9b25uMYc+w9mUWlJ4dX3fkyIkia5rsAyZg/FzhoFPkmUIAVEYQydxe3OP71o8eXpG2aQoiowsQ1X3La6nz5+hqgG//voH5HfXyAosHrfstjFB4HL+9BTL99jtQ2rRosu9G6frWmzLxLJMRFtjqL20MC0b9knBeDTEtGy6VkbVNUzdoK4E4S5mt/+W+fERmzDlar/gSQeNUHD8AXlRkRYV220fdJEliXHgY8gK89mU48MpbRUxHgecnZ5Q1hVRHGFbBuvtlm+/+ZrT0xMsx+HVqzdURUnbylw8ecL4wEJ0Ms8+fsr7y3sUxeez5884Opyzi/bcrxf9ywSJrm0Zj8fI2oZBMODi9ADb1ojzFYvliijaoSkKos45mAwYLNZ4joVmmAhJYbvbsgljTNNiPB6BbnCzWDAIRngDn7YTpEnFwWzOcrsk8G00TeN+tSEpCjRN6gMfRcnjasV2t2W9j8nSnEFS9E6wrCXRCs4vzumEynK15f7+AVU3+h1K26StcyRa1ssl8W6H3DWYms1q+cjHz845Pz2lFS15nqOrOnVZcXl1S5bljIcDmqYjiROur6749NMvqMoKRdIYBi6bXczRdEz19AnrXYhm2WiWyWK1RaCxKgrqJEXvQEbh5v0lnTjF0jWqsibLInzHYjAaEFgaXVXysNjyPo14cnrIdOoxnA7opKaf48U76rbCUW2KoiDLcnx/QNVkOJ5NVXbouvxBq7HFMHRGw4D7m0dePH3CehcT7ROmkxGnJ0cITUEYMsvtlmi9wxvoyJJMW7cUWYHt2AwHY8o8p25rHMOkzEui3Z44Tfjss0/J85jRaMxyu8Ya2PiGDW2DZVp0ZcdwOsa2bWRZpkMmmMwQd3cYloNp/iPYkxoFPpPhkIPRGNG25GmGcWLiORZV2UMf313dkDctyzRll+WUQvSD3uGwlyCaOrsoRjFNZLlEkRWquubm7oEyi7BlCUPtGA6fUNcNQoAqZECiqdoeoTPrF9cELZJUo6kKqq5i5AaKLDGZzQiChgaBPxwxP5iTpL3qW7NcAm/E5c2OXZhimAaaaSOpClnV8Hh/3xdQIajbDst2efrRJ1w+rgnf3TJwDTbJhn0Zo8sKq8USw7Fou54mgSJTlQ3vr29ZrzY4ts1+vyWJYqJw9w8g1cAP2IYh48mAqipYL3eEm5AgtbGfHvPjH33O+ekBnq3weH9D07ZYhk6RFwghEfgBu82O9WqN6Ay+/NWXfPrZJ0wPp/ieRZoWGKrEyfEBRZbw5OyU+POI3SamFR+2/FWNXZggKToPcUUeZrx5+55OkfFNg/SufyU0VdvTFrKaPMuZTqYEvk8YbtENE8vp1e1qJYj3Jdv1ljfv3vDi4zOyNEcgenNtmrEP91h2TeB5nJ0c89W3ryirChA8efKE4SwgqTJmtk5HR9VUOK5D2zZImkZZ5HRdxWQ8JI1TXl3dUNYNg8mUSjQkaYmLwptXbxkEI+IkJUpjLpdb7h5XNE1LWL3jYbPGCgZs93ukZctHT55SlzlnpxMe7+/pmoI03lIEOkeHEwYDrzdNqyp5KdM2JZos4Vk2nuNyenJK18DN3QN3DwuivEJW4KNnT/i3//ZP+ff/z7/AtRwsXeby3UseFkvswMcbmjStRFG3CNEXqyRKuLtfMhj6/OrX31BUJSdnJ0CLkCQqodEKhX1SkK62uE7AYDgizTLGoxFVJ9jFGfP5AUmSsVgsaeqa8dDj7OyITz95hq7LfXuqrlld7ZEklSRLkDrB7cOO8WSCM/BRrD78sNqFHEx7YOvb1++YTiYYuo7tBH2asipxbJ3pZMB0MsLQLaSu5fr6BkURWJbF7e0doutQZIHt2CiKBLnEbHLA0cEECaATSELGsb1/YPSleX8R0gyN9WqDisA1dWzPQlY0Lrc79knO21dvGA1GHB7N+xlMsmN9e8/F0zPSNIa6BUPhaOQzGQWobYuOQEZCk1o832Y8niBLgrapGI9G/ete6pFKdd2x38fESYbr+QhbQtUk/MDh7v6aKI548ewFXdXyzffvMXUV62iKbVn4oyFhEtLSsVxu6PIO+8Rhfjwn3UcolzIgEKIjfFwhyxKT4ZiiqHqCz2rJQXTAp198RNdW/NGf/BPaRmJ998jp+QlkHUkaYas6umHTVjWnz1/ww8s3CHof2v3D4+90zv9eFylVgqHnM/Bd2ionSVIeHpdEhsHtzTW7NGUXJXSKhjPwSPYxlu+SFBnNFjRZRtFlCl3ro62SQiNDXlWIVtCh0GgGaS2x3mVE2y2O6XAwnyBLUFQFChJNVVAVKpImY1sydZ2jKAa2bbDf7ymqDs/pqdhFVWLbZq+v6QR5XnJxccpwfshf/Ie/oapqPv7kY3xT5qtffYVtq5yfnbILt6QfiAXX11esHkJsTcYILETTUOUVpmmwXCzZ3z/geQ7+IMCoJYpasFrv+P77l/zLf/FzNEOnqt8xCGxW6w264ZDlvbU2rypUQ8Md+FRVg+27KKpBh0ycZex3MYYmoaoy93e3ICnIskFe5Pz0Zz/rW3eqxeX1O7I0Yb+TGU0mHB3MyKu29+1Y/UzpxdMnFIcVYRgiaxqr9YY4SanljIE77s2iXoCQJSzbJ08idEVFUSWO5jNGgcXTJ+e4tkZRFuRFge14GIaBpEh0Xc1oHDAc2NRlyz5MMHSdJI6wXQVdMSjylM3mhuU2ZOB5/H/J+48eWdZsTRN7TGsz1+6hY+sj8+TVVbx1+3Y32eCA4H/jXyAIAiQH5KAJkEQTqO6uW1VXpDqZR24ZsUO4dnPT2owD21VT5oQEEhV7sAcBBwIIxLe+b613Pc/Ic8gXQ7744guunl7w0/s3JHk/o1R1jSxLcUyTyWAIbYup6tiaxCEI2R98DocjsmGw/ed/wXUsZDpMUUBsWw5BCIrCwyFifjHg7WpLWwvEb+6RNIXnpoM7GHD0fV5/uGHkudi2ycuXz4n8I1kcoikCkgye08e+JaFnSW43K84vrnj14kWvFIliLk7PmUwX/PDTaz7c3ZMXKUnk89/83d/zv/5f/R1VUdOWJU2Z8Muvv6T8pHyJmhLLcUnChCKr2CdHdvs9J4s5h2NE07Y0DVi2jT4cEwYHfvj5Pc+fXpPmLVGyx9Q0OsAZjBAlmWP2kSRJuf14i2GaVHVFHB6pqoLJaMjLl08pFIH4uEdTRSRVoekaRuMxg8EAEYE4itFUDdNxe09VUTH2BpRpwvEYU5YlotTbfl3PYjT0sC2ZOO5bzYvFkPHYJUtzTMPi9uM9tqkzmw0QhJ4jt14voZ0gnc8RxT4sk2YpddV+0pZItB0cjwHBMcZzx0zGQ9j32CV3YDJxbfIk4/x0zuWTp7Rty2a9Y+YOWO5XqKLAi6sLhBpkoaGOAxZPz9EkkaYoCcOQtusDN9vtlq6uGI/H5FmOIqsoikrTAK1AkdfYtoNu9ALGpimRlY7JZPBJIWJwdnXOPszIug5RURFFkcPhwGwxI1+VjIYzykPCx/e31HKDv9ozHgxIooiyLBmNp1RFjukMKIs1aZJweXmJZujc3T+gGyq26yCqffAiCmLkQmQ0HGEaBrbp4OcBhuHx+9/9SHA8YDomx/3xjzvn/39WQf7/8HV5eoKpyoT7frejLipev3nL+v6Rqq4YzxdIooJIjWlaiHS0HXQIFFVJXVUMJyNMRQW1IcgLOlH8NPyvEHUNybRY7iJ2uyNj18A994CGwcilKhVkUSIrMoLogDfyMG2Pom57rlzVgdDz3Mqi6PXkElR1hW15fP/dO45hgqTqDKYLTk6mrFdrsihE73SEFtq6o656cWB0jNisVzhljiTIGK7KYbsn8AMGgwGyqlK1HXGUEscJTSfQtgJZkfctqNkJr1+/5c9/+RW/+OIZg+GA3/3hNb//7h1xEuONRgiySCeArCpolgGILDc7Dsc9Z6cjLhYjphdzhgOH3XZH0wgkSdXfuI5HXMfBcR0ms28QxF7K5x/2KJKGKMg9+06QCIIjpm0ShCHf/v5bZhcX/Pj6NerYxrVMGgnysqbsaoooQ9MUFEXj/HxIGoXMRgMmlsLJZMx+v+TuPqLMcsqyZC7C1dUleVaz3R9I0xjHtKkrCdM0iKJHXG9K1wiYus7QG9MCRSswGthMpiNG8wkf7j+gKhKuM0VRZAQBdEFE0xTarqPIS2ajIYf9lihOkTQDb6biZxlyJbONY6Qy43/zX/0tI2/Af/inXxNWJUFekD2uKBqBrGhoBRlZVtjufWazEZPJgriqIYlZf/vIL7/4DNc2ENGRFbAMjaoq6ASBvChIkpQ8K1jeLwmPIbpuUmYVnq0hqRqT8QRBlJDEjpFnIokNpiGjWhbv37xjOHQ5OT1nMlvw8WHF7358zc/f/9RfPtL+lq7rMrKicX31BN000C2VtCzomoZjWtApCutjzOpxyWA4RBT7o+UYZyDAMYyJwoj54oQOWG83dAiMxxOaT+GUtqn4xWfXdLrJdz++4X617ttGdc3n19dI8ynv379HE3UaoePg+1R52RfEpgBBIItTVE3hGPiIlEw+v0ZVBDabDbam4FgWH4Mjfl5QNQ1NV+O6LqomMZ1OGA0GRHFIXedAR9EWVFXF7rDn9v6BX/7FnzOejHA8j4eHf0ZRNJo6ZzLpiQ512yfz6GoWJxNMS+Vw8GmbEhGBr16+RJUlhrrGYDBAEEq6pkRXRYaey+p+SVkWFEXG6zfvKYqQZ9cX/S5bFP/nfcW66bmNeVFzcTUiiMI+bWwZ5EXMdD6kKGryIkazNJ48v2Yfh71DzLbZ7fcsHx97wPHVAkV5wh9+/TNSJqEgYlkmw6GHYRlYlo2qyBR1v7s1mU2QNJkgjVnvAuI04q//5q/xBg6Ptx9pw5QTd4EkydBCEKS8fvuRJ1/8EtfwCPcBbdGyGE3/qHP+T7pIOaaJbZmkQUUYRhyDiL0f0DU1s9mM82fPuX24R+9gOh6wWq/Z7H26th8ualqvmR65LpPRhJ8+3NLUFQJgmBqa3oNh98eIqWtwfX2NJldAiaZL6LpBcAyBBlVTUVShlx5qGm0nkOU5ndChWyaKqCMqElkWkaQZNx/e8fvfv2U8PaETGsK013efn5yyWi0RZ0NePn9KlkTEcUrdVGiWhWVZ7Dc9Ssm0HfxjwHK9RdZ0pqfzfpHONDgcDjRVyXL5iCAqPD4umcym+EHFehewmHicnIyp2yviJAZBoxFljmGEoirUTUccH3G9c0xNI/C3hH7G6/AdRRbxX/3dv+L5y1fc3y3puoyHuyVV0ZAmMQh1T2RQFUzTQDcdJFEkCCLqBtoOwihGlGRqWs6vr/nwuEQbDqjKjKqrKfMCXZUxDQ2KgipL0fQRdVNi2hYIDU3VEXxi6FVNSW3qSLKMZRl0QoNhapTLFKFrSNKCogZJUnuChB+TphmH3Z5ffHOJaduUSNRty9vbO4IoZHc4cjodM/Y8hE8vX9nsVer74EiSxviBRifJ5F0HVYVlmhx3CZatAh1j18G0NMI44vzJNb/6/ff8+OMbvvmLv2Q6X/DDDz9xMltgOSai0PG4XFFlJbanMh16UBQ8rFY8NiXnizET3WI6ndDRp0HbFgzDZDSYcNj5mLrBYDhClXXWyzWaoeOaOiPvEroGQxNwrZ65uN35nJ+fMRwMkBSZ/XaPqZt89vwlP/3wnu1+y2Q0xnE8mrbEDwPiPCEqYqzGJEhSdMsgqcv+FVkWbB/XLJKcr149J0szvvvpDfvDgdF4SBRH1FFElueMxiOSKGKzP6DrFsv1gb/+5ef89fmYOE3JQ5/4eMASOxpZYORazAYuJ2OPwA+5qx4RdRNaUHWtT5ZKIvV2S12VuK5JWZUsH1fYlo5j9anMokjRdJU6KTk7P2U69LAsC82QoWuxbA0/rNAti9VqTVeL7H2fMEr46suvGA0GdF0HXcdnn32GKKkkUYiiKgyHQ8I4QdFlNEvBnbgYlkbTOuz2O+qqQdVHnE3HnJ5MybsKSdVIooBjGIDQoZgGVity+HiDput8/Ys/Q6Rms9lgmRaGYRGGMY+PG3w/pihbDHvAIThQlSnX56fUDaiqiqKqZFnBdu+z28WcLOZ8vF+RxBHDoce//4d/YDqdkAsFra7QCgLVNuL6ekEtg2zJtAJYpk3gH9jt9+iqytl8QdGU+McDWZrw1RdfcNhuSZOsN0+4DkkWs93tADj6IR8+3LJ+XHIym7G8+4ipGAxn9h91zv9JFynT0PBsC7ltaZoWazJFWG1Jk4RjXuDHMXFecvPxgQux34LPyhJJEtFUFaFpSeIUY6CT5zl1XaCqKl3TUlR9qm04cJk5Np89OcdxNDRBZDJ36CixbLeHgYp9ayIrUsIYFE1FECR002DvxxRFgqYLVFFNlka9YM10MG2Pzc6nbkSG4/72qeoqf/3ZX7G+v+UYhmiaiigr5FkGYo1ticRJRlO3uK7HMQppBfCDI9kPCUc/4HQx5cn1Ge9vPmDZBpphIqkXCJKAKEMYZzi6SuAfWcwm/P3f/jl51REkJf/uH3+FLCi4tsbJYoKly+y2WyRaJqMhr16eA72ywz/0BTRNM2zb6W3AtoFpW9R1TZzWZGWJaQ8IorAX7ckqoizjDQa8fvOOMI6xPIcFDXerRyxdI04SJqMxHXLvkLo6wzEtTHfA3t+TpxnHsCAsYiaugSg1OJ7D6Un/GUEQoe5IioSL8wviKMb3Q9K4QNZTOkEliFNse8DLFwOarkXRNJIoo8xbjoeQTlE5Oz3B1XXapsaxbTRFJUlj1tsdgizheC5+FFJVDUmeYzsuotKvJIR+gCOp/OVfvETuOn6+uefmIWS5PDKbzDkGPvZkzNX1OUIj4JgmeVWQxCmz8RTd7pl9k8mEjX9kPvRwR0NUwyBOUiRZ5ebjA/vDgaE35PzERBBk6gbu75aYhknTNuz9A3me8eLFC8bjEZvVA4okYesmQRf1OChzjqzopA9byqqlakQM00Y85IDSo5c8E1XTQBVxHBM/PFK2BWKnUgCHssDfrDFVlUYU2R6O5GnO7eOG9XbDk6tzFospw8mE7W6Pf/SpO3jYHFitfsZWRcauwWJu4xki/9v/7u+YWCZ3yxWz+QzPkFg93nJ6es43X33OcrnmV7/5HbtDTOW3uI7FYbfrVyy6lsfHe4qRi7/fcn1xwstnTyiK/kXuOiMOfkpLTVWVRFFDVgjkmtondRUN34/54ft3HI8xQ2/I81efMZ8tKPICb+hxOAZEcURaVLjugMfNBkQBWdEoq4KqzqCriCOfqm4RZNAUlbzMCcKA8cSlkGqiMCUMfOIyI21q/I1P14pkWY2mVYiyymgwIEkzZEkmL0vqVsC0XB6WIXlW8Nvffs90MUJTVNI0Z6A7iIKA51nIcsluH6OqMo7rEUYZsqFwdnWJash894ffs/z5hs/+7q+Qv5CIbz7iHyuuvnxF3XXs1zt0FGgaFpMpsiQycFyqukB58oRh5PLk/JQ0SXs78W7H9rhke7emnp5RlRVFWRGFMYftgYFtI8tyzyw0/wugoEtCy2G7ZblasfePPH31OVeXV/z8+g1lU/Dm/YdejyFJbLd76qpClCRMy6ID8rpmpPXIE7FrGU/HhHFPg5AEEaGr8HSLq5MZl4sRdRoiKwICLXQQBgcQGkRZQJJkFF2lE0SyrOz3QSSBNKsQhJatv+bh/pHTxZTp0MVxHVpgewiQZI28KhEFEUOTmU+nnM2nRFFAXlU8rFY0bY1VQ92AICiMJg6NIGI5Lnm9xz9ueXJ9ztC1WD/eMRm+ZDJ1cDybq6srvvv+ZyRJ5fPPn/Pxwx153fDTT2/55pdfoGkSiipydjanKDI+vH+grjsaW8e2TcS2IU9jyiylKkuurs+JjhFhFGHoJnGSoasGXduR5Bn7Qx8tHY6H6LpGGAXEcY6imJRVjYyIrltMpzMOxyO+f+DkbEErAZJEmCQIosxyvUcSJZI4Qu3AcRw83aROUgzTxhk4mKZDXXckcUps6YzHNlleQicSJwkiEmmaoRo2cRHy888fkBSZssg5WZwwGQ/pOkjynH/7P/7PrDcBo0/g0cj3yRWF05MFAHlZ0gkCkqKQpBmiKhNGCZIooypa/5mkX1DMo4ws2PKbpmC/2/M//rtv2e4KDFvn5TfPmZ5OKdt+t0QWJHb7HaIsEkcxuqwxm18hSR3HOCEPAwRRwllu2e4anpyfURYJxyhju4tBMsk/PmKqOnePa2RJ5s3bd5yfz/lf/O3fsl6t+fD+HQP3a6qyZrVe4TlDnj17zv3He6qyIklzkjRlt/N5++Ge9XJD20lURUFVtyiaQl3kNF3NxcWCMI4wNYPRdEz8uEQ2dBRF4bOra0aWzZsffmK3DUiqCt1zaCWJnR8wni8YjcfsDweqqqJrOmbzMVQZZZqwW28/vcQ9TqZDFpMh4+mYh4cVNDWb5SOTwZDx0OXq4oww+cDj6kAYhFycjHl2fUGeZsSxS5SE2K6DadjkeYGua5iGjqIYrNZ7kizF1HWaVkKqQBAEsqKmKhu2/oqb2xWbjc+rlxqeV5KkCW1TYZoGx8MeVdV4WO943OwQAE03GA4GXF6cYTsmjSjw7vYOdzjhXDqjyWvyMuNht6FVO+ZXC/w0Ji0qRtMpmu2SL49kccb9hzvKsykfb+/R1HNsx0ESZbIsI8tLPtzcMxhOYCiSJCm7XcBk5JHnJUmSYkyGlFWJIHbMpiPuH97w7u09smZycnHKx7sP/NlffsPZxQlpnnD6zQu++/W3qOcOkqpTdg2nswVi0eDvdv3FSZLwgwDHMjBNDUtW+MWL59Rig+3a6JaJI88Qwow2yrFsk2MQQgd5VhIeQ05nk36m2TWs1rs/6pz/ky5So4FNeIz5+ssv+cPr1zw8PGK7Y4qqoRUksqImjEIQRKq6RvhE9M2yrP+FFxmv339gY1mMJmMUXUOI+3j1bDjAUCQcVcGWW+q07/mmac65OkaSBTa7HYPxEEQBSRaRZBkQyfISxx0iCDKCJGGYLrcPH2glifFohGXppFlJ2VTYA4c8KREEPm2F1+wPB8bjAX4Q4YcRx0OI63n4Uc4//epbRFHi4vKM4XhCWhS4Aw9KgfPzCaamsXzUsS2RyyefkVYZ47HOs2cL0rjGNRWeP7vk5vYOoQP/GDKZjEjShMe7j6hCiyF3zE4XfP7sCYZl8tOPP/H4UDGbjcnyjKbpCKKUY5Cy3Ufs1ltevXiB61h0XcPhEOK6DpY9QBIFsrJktQ2J1j4nkzmO7XJze0NWFMxmM5yBA6JEVuS8vvlAUdcoioqlKTzGMZcnJ4hNh9QCTY2jmwyHLkrX4h8jXPcEw3axHI8sq9n7R3TDQBRFPry/ZTCeUFYZluOw2/t0jUhVC9w/rFlvdpyfXyDpOrphYdgNw+mE++UjgthfOMqyJqjCfum4abi9vacTREzbpMgbBKFlupjgeB5ZntM0Dd5ggDFboHo2//jdezbHgulsxGDk4A49VMukCENkWeDs5ITbdzeczBecn56yXC6ZnszI6xQ115hMxhw3O1pUVF2lamXe33zsl2uTgs0P75hPpww9lzQr0HW4uOoTmeORR1OX6LpKVeWcnp2QZSmiKCIIAm3X9cvoooznugRBgqr0e38dAmVVYsgaaZIj6RLe0O1TrpKIamhsNyuaqkDsatpWoKLj3f0dN6sVddVycnEOYkst9rPVDze3tIJA0wnIqoquCVxcnNM1GU+vLyjzguunFwiiiPuZS1VWBHGECNiWzWa9JjgGvWHbsTk/PeX2bouta1yfn/Lq6TmBH2CZT/jVt7+hqhuisNewiGKD6zpMZ1NcR6Ouch4fl9RtyVdfviIvarKiYrvxQVQYT0/I844ojmnahiAK0RSFNE0xDZO8blmu14R5xmQyJUhTJEVCEDsmkyEVHUEc9KsksoDfxFR5gz2ecCwq8ocNy9WqR7TpEdEu5/e/+QOz8ZiT81OCIOTD7QOOZzEbeyiKTNnIDEdjBOmeu/uPuO6Yoi7QdANFV4nTFM2UiOMEWbXJiwrLG7A4m7JaH/j48ZZD4PPss6cExwBJkRh4Hl0R8e53v6dNcr76r/+GmzfvWN/eMzAHSB24hslqu6SsGoK9jyaPuL48o5UbiiZjt9pw3G5xLJfri3Ou5ueURdM7zLoOsZPIkgrDcPqfSWh788Qf8fUnXaRcU2O3WXOz3dOUDcvlFq+AIIxpup54rugGSZpS5S2GaSK0LVVZ4Y48WjratiHrWh62G3RTRxAlbNvhcjGnqwssTULqKiRRIYwSOhpEWUEQOxzXQVVVVF3DckyyLKduWpIowTBdxpMJpxcSP/zwjtfvPzAZD6mqjFZQUTSVX3z9JT+9u2fb7LENnbBLydKSh4clcRTSiSJxnJEVFfHjhq4D3fRI84x3dw+wXCNKEnUe8/nzKYJYYdoWT56eUmQJglDh2gYdNZ5nkic+eRrjOH2CTNM04rhkOKTfi9AMUqnENlXS8MDg/ILRwOLzV0+xDJkojmhalTdv3pNnDbvdgbpsyIsM/3jENE3aukOQZEazE8q65bAPuV8uEWSV/d6nSnOGnodl6mwPO/KqwrQ1xrNpb2OUBJbbHcPRiKbsELuOs8WCu/cfKIqEJI4wTIOqypE1jbRq+O7nd3iOzovimvlshqYblGXNZLrADzJMx8HRDR4+LjkECXQZuiajyjJRmLI/HOkkCd0w2B1vyMSWsigwDJOBN2Q4HOEfD4iCQJKlZFmNoqv4x5D9dseT508QZRnf9ymLitlsjiSIiKaM7Q2Y0jK6OGfkeKRZgmpbAGRZwmgyxBpaqJaMaqsoikbwIeLn968xLJ04jhCajnAXYOkqpxOPuoEkrwnjjA4JRIX17kBelszms57UnWXUTcV+tyGKQsqy35eybQvLnmDqFmXeMJ3NqaoK07JQdQsEhaaFDx/vmc5nLB+3BFGFjYkh9ybW1W5DWubYtkUnlICC2BREecnbDx8p6xL3ZIZjGCRxhGOYdG3Lzvf7WPpkTF7X5HXHy4tTLmdjfH/Dw+Mjmtxyejqno0ORNQxNJwoDVFlGEUUsw2C/W9M2vStOaCt0oeOrz17y8sUzdE2gNlV0Q2Iycvl4vyQ4dsjKEFPvU3FBENG2LZIs9uLJusWyPNq25cef/kAUl+RVhyL3vjpZ7BeL3334wNOra0aKhiEIlHGCbek0ssx6ewAB0szh8mwBQotlmZydLMiKkoHnECcFct4LTDtJoMlKzhYXhGHIw/2Ww/YAtYBteei6wf2Hj5yfTJHFHoStaSppknF/f0BWNAyj4/7xAUmVefr0kqsnV2wePyJrKt7QwzINOjFHN3WiNMAeWDx1BgRhQHKM8SwPSZWRW4HtmxVqKSIoNpPJlKqu6ZKacJnS5A1lWbFZ73AdG0kQuL+9QxRqpicT5LZhYtukeQ5tSSdIqKrOzBujyRKSrKJbBrf3t3zxV98gqwqCrPK3/+03/O//T/+7/6/n/J90kWrqmlcvrnn7/p7NIWS3O7I+xBhOv2dkCCAqUs/HkmRUTe2f/ZpOXde0bUuLgKzI0LaURYUgVLSdgG1oJGHC0HFRpI62BT8IuLy64P5uiW6qtF2NZTtoqkpTtciyShRFLFc7dseEwebAh9sHWrRP2H0ZxzZp6djstiiyyXK5psxqJAEsy+ToHzhdzMmyClXXAZHgGKPIGmVTkxUFQRwhyAKSoUEnsX9cMxuoWJqBqipojkUkdQiyQF6mNEKDrhiYukYa5yAInJ+fsd3uiOKE5cMOSWgJMp+mrbm+PiMJEyxDoWsLDFXkm6+/5Pbunu12j6JZFGWK4w16pYXnoZkmSZqxWW8I44jtIaIoSmTFJCsKBuMBnucxG3rEcYhmKFxenbHd70nzhDFjDEVlv1mhaxrHww5d1PnXf/NXxMeA+nRBkiXobYllmUiCSE1H0XbYjsdkPmG56nd0hiMPuar56ee3pHmF5Y3I0ozd3qeqWm5ub3n25IKXX39NFMXkZcZ+v8fzHEbjAd5swep+SRYXKGSsl1vqtmIyGtG0IqraI4REQcK2PcIoArlD6KAqG0RZIskSHNVhm4is0wMnJ3OyuqHoWpog4HFzz+JkxiHYo5oKzz5/TtM1rDcbWrHBHrh4Y5dhM+SwP9C1LfsoQFE6irLEUnUEJNq2Zj4f92QRTcIdOMTHlu32yNt3b7GNHuVkGjrzxbSfERQ1s8mUSm5ZLzdstlvE9Q7NsNBUk+fPnrI7+FiOy2azo8gqVFmhrQpodWxbZx/vybZHXj655MnVJY/rDf/y7Wve3z8iSjJXZyfImshcH3C+WDAYjvjtb79ntTtwCCKqpiFMUvwg5K++es7QUUjjjJFrsd/56IbO7c0bVE3l9OSE+BgSh0cuzk9xbJeDf6RqW5osRZc6Vve3FC/OMBUDTZcRpY5vvvkKXTOJ0xLH6l/5vh+RpDlt19J1DYOBw2z+FN/fI8k6n3/xFfcPO27vN0iayGJ2wtnJBFvX+N1vfkeWF6R5/umSI2EZBqanY9sZeZFRtw2iBI5jsj9GPD4+ICoGVQNFXSKpEm3bUVf9RahMKjzH5biLufu44fMXz9EMi+PhiIDMbrdnu91jXc57+nwrcDyGhGFGkpTkecnz6wvOTueIYothWxRlTVk1VF0HgkCcpThDG3swoatU/uk//or8mJHbOVmToegyndAhGiYvv3iJ2LQMbIusiKgNlfVuSxzHPH3yhKLKiaIQXe/XdgZZjiSDLiucXi8QRZHHxy1VUbJa3TM/O2UwGtAKECcJhqkzOT9jfDbl67/4+o865/+ki9TRD8g2BZvtDk3WURSdKElQbQNNFKnrmk4AUZZQDA3hE7ZFUz8FJaoGURHJ05y2bZAlCVkSkQSBpqlp6gZV6UnSddNzwrK8xE8iiiJlNh0ymdRs13tWmy2mZeON5xjOqKc2FHvKEmgrNFlmNnAZjSf882++5e37O8pKYrPtRXZPrha8evWS9+9vaLoGVdTZ7XzqukOSVNoOkiRBVGSev3jOPjgSpgkg4AyGREnDzz9/YH4ywLJMEDrG+gABgTLLEBUJx3boGkjikOfPnuE6DtvdjiQrEZqKusqZzEZohoKmyORZRhJH6LrKYZ+gqQq73YEGicXJGfuDT+6HdE2LrvWDem8wZjo/5e6ub4lNFmN2qyVVV/Lq2RPG054IcjgcOcYxi5MpdduQJzF1J/Ds6pooTzn4RzzHZru8R5b64u64Fo5l9i213inSD/yTnMfVhqHr0CGRpBlF0XBz+0AniCRpztOnz1je35MmFWVW0DQtgiihKDK7Q4Ioizx/8YwS2PohwcGnzEru3r3j9OSEToHNekdRVNze3XH19IoGaLuG7TakE+B49OnalvOLc548fUZR5eyPMdPFKbKuk+1jVvdrqrpgdjZG0VRG4yGd0BBkIYomc/H0gqqp6aQ++JFlGaZj0pUth8cligi6ojJyFYYDh6bOmU09RhMHRZJQZBHD6FFFXSui6zaSKLPd7BkOhyA0SLLC3l+TxxVVXeC6DklWIApQN73g8NXLpxRVw3w+5Objms3mgX/1N3/GeD7AGtkIaksYHpg4OkNdwro4Yb+PyPOW5XZPV1eoosnlyZyzyRxBUnB0g63UR5kVVUO3LHbBkfvlhsuzOa1YcgxSdgefPM+oywrPczkc9j1do5z1GKfFCaPREEGSyeOU51cXDEcDijSh1iWyMsVxbUaDAZfn53z3/c+8ffsOz3WIkwhF0aiqEsexePr0krPzBZvtFt10KWtYbteEacJQ86jaGlGS2R0OyIpC3TbESUTbqPj+gWdPehK4bercPyRIIpRFTqFKtE2NaVgcjjFRUlAAsqqSpylV0SC0HUUHu2zHYRvS1h1JWvLu/Q15HDNyLBRZJU1issymaytM2+Crr7/gw80DP//0lsPR59vf/AbHldGMEwxdp6pLqrqj6yCIQupWoGtbqrZAUzVESUCTNW4+3JE3OZPFlPVuTd7U3K5W7IM1RZYytj1kQaCqMx7ub/irv/krwiRmt41xvXFfGNsGqe33JoW6JckTsjimrFpkSSWIYtxB3/3R1F66ubi85O/+u3/N3fubP+qc/5MuUkGS8rDc8/3Pt/hRCaLEaDpCNTS0TxwwQRA+KRUE2g4aOvKyIE1TRFHAst1PyHiBVmgRRBFVkSnLClXTubm7Q9OUHhcjyOwPEVVRQSsACo+PK4qmwfcDTjUPBJXBYIwsqlSNAF3O8RhQFyVl3XB3v+Lox2RJySHKGQ5dqqwgPPqoCsxmAx4eVoRhSJaXiKKCLEhkecSrZxdohsYxSSjTiJnnYtoOH+9LDknOahfiDB26NsJ2DNqmw9AMRASaRmA48Nht99zefkTV7pnNT5EllT/88BN//7d/Q13GKBKMPIck6f/gwqDCcTwEMUXvepngwBshywrRp/ShKskEgc/Lly9ZrbdkecXVsxdUdcvvv/+egWvw/OlFPx+pCqqqQJbBsvs2aZKkfPhwy3R6iqZp+FHI2ckJutrL6aqyJklC9rsDg4FHHkdMJzN2foCmaiRNhuMMOT87pUVgsz0Qxz2AdHF6Qnj0aauK2XjCUY6xLBNFVSjLkrqucTwb1dKpqwxZElBkCVWQsR2DiWXjDT2iMuPh/gFvOOLk7ATTUnlcrXtJpqwgijLTyZSyLLAcB8c1EdOO5OMdlqKShSWv//AzRZqzuJihWz0qRkJElEUaOtqm4e72hrYpiJMWT/d6IsrepytAtz3COGPi5JwsJuiShmsZ6JbBaDJis1mxWt4x8ia8fP68Z6alFZvNnjAKGU1GzGdDwiBgOByg6Sqi1GGYFqPxhDQvP61OFKiaRpQcOF/Me9uz2DIZ2BRxyOH4QJEl/OLFc65OZsTBkbJs+fzqEn/fz208z8HQdA7bI4akYtsujm1SVxUloBo6mq5RJCXfv7/jGCcUSYipKjy9OsNxbLqmF677/oHRtcdg4JGmCbqqUBsadd2hayqmoaCrMqIoIIgS682WYxgiSyqarjMaD4njCEkQGHoDREnpJY4CzCYT2rZFFBWCY0SUVez2R2pkkrREOYa8qz4Q7vdcnJ0iSf35oBs6dV0x9xymswllUTDxHN5++EDXChz8kN3ep27AsgdE+Z6mrtAkmTDoA0cCIoaiYhgGh12E63jQdWiaxX69ZeA6SLLEdD6jKHL8wx7DdEHUmUyGRKcnvX6kyVnMe3FhkZdst7u+WJUWVdHgeAMs02G1PpDnCacnC3743RvqFoyBxWa3p8xKbNVgbDrsNitsQ2NkD1lcz/jFl6+IohDNECgbiclkjOWYFFnGeOghiv3vKSsKirJEQKATBJoWbm5umcyu0DWD84sLBAS++PIpUtfym3/5zR91zv9JF6nRdEwj6aj2kMeNj2borPd7kjL7dFMziaIUmY4oDKga+lmBJEHX0CEhCDAaeKiaRpbl0NQUec7P7254fn1B3YpkcU6W+iiSzHw25bCPSOOIJIsRlZrBeAyCzGp3JKtamrpBlnWyJMMyHW5v73n34QNbf4an35FnGUJbMx+4SLLG+Vdf4G83PDwsSZOUKIyRZZkojJBFiYFh8PLiCS8+u8LwTJbrLU8u55QNFHWDYSi8e/eevO4IgpRMqhl4LpIAcRTiWA6iKNG2FZdX58iyTBynDDyXuoYqr4iCGMdQGDgutuEwn8x5XK5xTJemrWmbAm84ZDwa4h/2bHc74jhCU1Qc12Yxn2K7JhPGPDxs2R58wiTBtk08R+N8NkGWRKqiZL/fI2sy3mRE19WYpsF8MSdJc5q25WSxoO06kiAkT2LGkwnj6RCRliiKWSxmuI5HXmSUdYOuq0BL3bTItYxq2DRhwfYQYFoOjmkT7ndItIwGLmGU0tU1796/o+sEJF3kajTg4fGRIsvIo4SurMjrjK8//5ykSjEHFoIqE8YJw4GLY1vsFYVahKaB8XiEbRvEoU+RJwTBlqatGXsGd+9eE+5iZDTOL85xFg67w46jv2dxMmUwc8mzFEMzcEwL27aJ04iiyNF0Hf9wRBV0VES6ql+gPRx8FEGiyDPSPKJpS2QRZtMRmqThOAPiMCLLSpI0I0tzVssto7FHWVfopk6VNyRpgmZYqLrK/rDnGMasdkfOL57gDcb85tffYpoqf/7Lr1CpybIWyoKua0j2R3Ztx3g4ZD4d8vFhzaurc6Kq5XGz4egHPLu4xI9jGkHAGw8RRaiKku2uB5JKhsHD/shys+ViOuD02Rhv7HI6n7FarVk/rDEt8z93EvI8Q1Nl1uuIuuoj+p7rsdv5JEmKJIioqoFje2z3PoZuYJoGX3/1BZqmcdjvGU5GpElKU9cIncjyfkPTCTysdmz9mDgrUXWVsmpZr/fsmgrXMgiDgLNXz1AUiSiOePr0GlU3eP32HSfzBRIyjuHieiNW2y1N9ykFquQoqkaXV/j7oJ+BGSaKrJAnKeExwNAUnJM5ggCGpqBpGqIgMPA8bNMhjX0eHtfM5jJJFlIWLe/f3YAg8uL5BXEQQNN8WvatKdKil07qDk3Re83OZnPqWuDdjzdEWYhm2pRtxdB2mQxd8iRCR2BsDzhZTDiZTXBsA8vScVyVsq45hj7H4xbXUYnyjqbK0RQV09QRVYskzSirEpCg65BFGc+1GA0G/PIv/4zBwMabmvxf/y//Pe/fvv6jzvk/6SJlWiaDVmI8WzAc+5iOy83He5IspW4bGqEjDis8r+ecHY/9nEQSNUbDAWEak6Qp0/EISerFdhICRZZz8H0eNIWT6YS6rIjigrpMMHQby/XIixpZ1fFGJqIsMxh5KIrGarkkTyrOLp9QFCVBsGa7O5KUHYegQMoqvvmzF6x3O87nF8RpwWgyxTN1iqpn0bVVRV7VjEYDNqsNomXy8tkTLk8ndGqLxIDpaMBqf6ARZAYDh816RZr3MyCBAhEJxzb7+cH2gCDINE1DVtSIkoBlGdA16LrCy6dPWd5vOEgN09E37Lc+UZBAJyAKoOoqZ2dTwjDj85fP+PWvv2U0mSCJ3Sc3UkfXVqzXS6q6N8JqmkOyWjEeW5xdLBDljiwKaJqW2cmCsilQBYEsSUCWUVWZdx/ukWUFd+iRRTHvP7xDaEHoWp49f46hynSWzpMnV2zXW4IgQDdM3KFHWVW8ff8OUQQ6EcM00BSJ5cMdwxcvMA2dq/MzkCTe3dyS5QUPD/eYtovRGaxWW1RVR+gKwp2Poci4A5frq3N0V2cX+qimyuPjhs+fP0UzNBzH4t37OxA7vvriBYfdipm3ICtyyqZgdnZG6MQIncR4UJIlBafXC4YLj7evU5a3D5zOT/DcAWXRkPgJmqYhGRJSJzByh9i2zc7YUMQZsqKwOF2gGxrL5ZbpZIigiYzdEU+eXFPmCU1ZIyCTFRWCIuBoJrKyYNXBdrPnp58EhiOPze5IUZTcrx5I8pz5fIEid7gDh9/99I5//NV3/Pkvvu4xT7rO2w/vcBWB+XTMyLL47NkTEBr8vc9+s8G1XYaOy+oQ0KQBmgRl3VI2FWma0gkiIjKjwQAlrzhG/Y6dpqn9fK+TKLoOx7PxPBVZr3Ecm2pS4Ngml9fndHQcdjtEoWMyGlJUDUVZs94ciJKM1XKD61gMRkPqLoKu5cPxgel4yOLqlOFwiK0ryJqKocj9vo4kUpYNq/Ue0x1jVTKjUcsuiMirkm9ePUcoc55eXaGpLWWR4w3GaFqPJ3r/7i1t19EJIh/ef+RwjHj+8jNEUSOK1iiaRieIFEWFv/cxTIv5eI6qKFRlBR20TcNiNqbI675IGTqO66KqKsco4re/+46hZ3Fyco3tDPjw/g8kSUlTtZRFgmPpnM7nWLZL07ZICMynC7q647g7Ylom631AHKZ89vUvuLq6IEkrqgY6qaOpC6yBjSaDIAq4jsl44GAZClkaUpU9MFvVdSxDxbF6DYvQQRqnZEKKZZ4QHQIUUcQxTYIwJctSPGeIZ5s8e3rFZ18/4+piwX//f/8f+PH778iy8I865/+ki5QMyILA8v4j48mE0dAmCS1cR+UYRuRlfwPSFJEX18/Z7Q8sl1uKpgMRVE2jbTsEqQc2Kh0IXYdlWYgCIAhYrt2bbqM7NEVH1nTSNKGVZGTDxLA9sjzixx9/5PLyirqqiZOU77/7gfFsQdV0TOenBEVNEucsxjavnj3l6uoMUVC4eX/H93/4Hedn52iKjGn2BbQVWs7OL8myjB9+ekMS7Pmbv/kF109PyaKEj/cr0qpCVBVqQUFoG45Bwdv3d4w9HVnomC2GCIKALPdtOllWkKqWxXzB8ROYsqnBMDRM1eDuwzt+/OEtl5cXHP0jTVOC1LJYTLBtE9u0eXjYMxm5SHLHN19/xnq9wbVNVE1FEP8Tt1CirisMQ2PgjdC1vhe9Wu4o84Inz3Uc1+Htz69ZnJ0QFzF1KzIYDXhcrvEPR0zLwHZsIj8gCUMO6zVXZ2c0tHiuSduOmPhHtrsDhmFSVzWb9RpDNxl4HnEY8s2XX2KoIrqiMhx4CEhUbctwOCBOEv7tP/xH9vstT7wr8rRfSs7yAmdgMxoOSIKI9WbFv3721+imxq9/81vqRiAJY7IkpsxyqixhMh2ysDROjRNUWehxTrLA+dVT/h//r/8Bw9CYTeYkxxQ/2KPbCoZsIDQdtzc3HA4HRqMxd+/vEES4enWNrulEmwAh75gaDmUj8tmTS07mE/IkwdA1ZI6e2MYAAQAASURBVEkijiIQJCRRQNdVhosFvh/TSQne0GG73lN1PQGkaVr8Y8xqc6D54S1ZmnIyn3GMYt49/hpFVZlOzgjjnA8f7hBFkU4Q//MrRtIEJuNn5EWM1LUsFnNsXacoSqqyIM9ylg+P+J/CNOdnF1RVg+V4JHEKlOimSS3XpEWFUOZQN0zGY5I4ZrXe8+7mllevTqjrgqyIkESB1XJFEsdcX18xHo3J85yiLJEkBcMwOD87xbUTPmTvqesW4dO/rKpJi4y6dqjqGssyKbOcw9GnaRoUVcVxXF6+tDgcf4d/OHLz8YGwzBB145O6p8QzdUSxxXFs6hKEDhzLYbVZ9uBb2+X9uzs+vL9DVlT+47//NYbrICsacZqjqH2gSVZ6ieV/+psocp+6rLB0E1EQqaucpmmRBfBcB6Fr2WxDQr+laxfYzpAffnxNFBSMJ2OePrtmvX5EFMF1XfK0pKobJqMxtuVwPPhkcQG1wPF4RNN0yjjHtQ1ePL8EUeLhcUlWZAjUqKqEKMtYmoxASxweUVWFLMtwXBfXtmlGOSPPxtAM2qbh7W5PkiS4jk2epcznUzRDZeAOCPwjbVWgSBIXZwsmswEf3t3wq3/+VU/k8GZ/9Dn/J/v19u0No+GU2XBEUzW4hsHFfMTN3T2e1afZLF1BNzXGIwehq9FklfUxoEOgyTKKsiLOUgaOy8E/kEYxlmHS1Q2yaBJGIbZrM5pOiIKAJI+IkoSu6/ADn+ncQzNUzi4WhFHAdDzj8uol/+4f/pFiucL2RiRZiiKpFHXWp/+Wa6YXJ4zsAVXZ4kcxWZYgSkJPo7DVHiekCrx6cUkeJwiqQla1iIpJVcdIioqr6fhpDIKAoshohkGaFrRVgWurRFGGrmnESY5lSYhCRxSnHMMUxxlwe/dAVTWkUcZnL77g+vqKzW7LcDRG0zTCIMQw1d6jo2ikSYapq5wupuwOR6qy4Pmza6Iohq7h/PIKP4j48fV/4BimjKdTRFHld799jdi17LdHKGNmnsd0vmD5sKJqO5zFmPVmy3J7pG5aHh/XdF1LFOw4n50gtQ1CU+Jag345OE/QFJHrywuqqqSpSqqyRdF0TNPGPwZUecpsNORysWA0GLHbH3Adl3h/wPI8RNniyy9e8fO7j0RRgiAXOI6HrqkEQkvZFOiuxfvbGzRV5uXL51xO5tSiSLDfU1Q5V0+esDdUdFruX//I+WzM5PyExhIoZZlgs0YVRfZxhISErEg0VUl8jJgOR6ifveLu/o6bt3dEbkwaRjx9ekUZZMTlkcloTCtWeKqFMtZRgSpLybPeJrs/HGiaBsu2+O23v8M2NZ49l/j48MDA9fB0h/1xx2F/xLUdRuMxdd3QdCI/fP8T4SHgZLZgOp+yDg+opsbN4z3r7Zb5yRmON+T0dIEiy+R5xOnYJc8TDFNDFDuiwO9bPbpJUbd4A4PF4gQljlENiw6RosjRDR3HcUiTlKqu2B2PrNcbFEQmowFt1dDWDZPphPnJBTs/ZjIwCf0jpuHQti3eYIjneByDI21dYpg2h0NIGIRUNbRNzfn5KYIIbdugqQp1V6GpMlVdEicp+4NPR0eR5UwnU7RPxIPgeGTguYhizmQ0oN63TOcLiiLFsU1mEw/HMyjLFF1TaemoPil9RFmGDubTObKs4A0m/OGHNxyOPrPTKbPFHMSKKA4RRBlJVlmtlkRJgqEpmIpCePA/+ZkmZFlKnibIsoysSNBBmldsDyGypuPaHpPBAlURuLg+5fnzM24/3HD7/hZN1wmDCMd2yNOUrm0ZD8cIgoBt2KzWK/7w+29pRNA0g7IuGbomHlZvny5LdBQ0W6fIc24fH5lOJ5R1RRTFZEmCYcpMRgOiMCWNIxzTwtIN0jhBEkW6pkVowbZUJMHhGFYoqsiTZ5fE2wP/0//7f6KpUmYji6dPL/6oc/5Pukit9gGmM8I2VSxZhqbGs0xePX3CTx9uMWwL0xhhuyZhFKDJAqOhwyEIifMcSRQR6MiyDNqO7XaPf9gz9kYIXYesyNw+PPBv/vav+cb9nI83H8mzBE1XsEyNsog4O5+jGTJ1VZLEJV0nEB5jWjoaOh5XKwRBoKtrDFVB0VS+++Et3nbH2clpr5S2bDRFYT6f4LgW333/I5PxBMs08BwDoe24u31gudmivVexHYeiqpFkmbYWqLsK4RMlejoacTofU7cFH++WeK5DnucMBhPKqqJtITjG1K3CaDIljlJ01SLNU6bzCVEa03UigigRBBGyMiA6JsRRyse7+0+FX8N7+oTldkuaajRN2xMEWpEoK/uBrKmzWq55+/qGwA9RJJn91scSG754uuJQdGSFALLJ48pHFBWSqF8Ubkpo2xZLNcmTiJfX1ziO0UsTkdBEgSg8oEgqr54/5fXb97RtDwrN0oK8bHC9AfOT035hsBMwDZO2bVmv1zwdeEhCh+u5JEnCYNK3dPe7PYahUeQ5XdsxHDoMZhNu7+84mc85nc1oRRE/D1mul5zNpghNgUzDl6+eYmgyT5485ePjI3masvx4z9XZKVdX1/z0+g2uZaFIc45BTND6SLKMYZhYus1kMEZYzHBtkziOycIEZTDFlHSCYMd8PGA6m7FaPpKVJZbrUosSmmFRdrDaHXj59An3j2u+//4nRkOX4cDDMHUWyhTTNNF0gyiMqMuajhbDMDFNA8s0+OabL9GHDvfv1/z6n75H1ye0QJymLB/u0dQOXTpj7M6YTicYhkqRJaR5jqZK6IbF6x/f0zQtWZT2MlClw1B1qqLo58Btg6FK2LpKavcSQkESkSUBy+qDBP/xn37H998JDFwNR9X54rMvyauGd+8+0DYN4fHIk+sL0iRjtz9Q1y1pkpFnJbZhEMcRtmUyn0/oJIEPNAzdASCSZQWmYaAoCkVZfjL7itRliab07D7b0Dmbz3uCu+fR1hVFleAOJ+iyB21DXpSUVYUkK73yJS4YuFNM3cQ/xjQNnJ8/oawK7j6saIWO8XxEnuXkRYGmmNi2gSoJaJKEaGjMxmMuLy9ZPt6zXK6RFZHpaATA3u9nhXle8OrZU5oypJAgzz10TePZs2ckcYyiKAxcD1mSCcMjsqziei7+4UCRl9RNx+liwU9vXmOf2GiajCC0BFF//tG1VGVPYa/LEl3v/XJ5FhOFCUWao5sy0+EU13b6uL8ckyUpcRJTFEW/g+rYlFWJIit0XQGyxGQx5dvf/IHH+wfaumY6GrGYTf6oc/5PukgVjcAxCBHbFgyZjzdHVEXGGQywVJUkTUGTiY4+ktRv2N/f3xNnKXXXISsaiqxQNy1ZUeIOh8zmczbLFXVRs90ccAcadV0ynY6RJZH1cknbVriWzXR6ysX5nM1uR1O3qEo/s8iymqausWyDY5BSlBXHfYiu9fHPdLXnUlXQNJ/Vctkv6aoWtq3heTbnpzMkQcI2NRzbokgrsjgjyRPSrMQZKIiSiiTKeI6KIAsYZq8iNwyLIkto247HR58oLKmqAsvyEESRvR/i+xHf/fShJ03EMbPRCEWBk9NJr20vM7RWQTcMLMNC1QwURebJ1TMOBx/XdbA9j0YQWG92CHQYpkNe1Nze3mOYFo7nIMo7giin7RQaQcUbThDrku/er6nePNLSELUdimMyGfcD8O1mz+awJYljBq7B9ckYQ1MosgRvYKMZKpou43kXhFFKljc8f3JBnNWEUUGe7wiSFNXU+e6nNwwsFVXWcF2bPCvwxiPqFu4f12imhee6PN4tcWwDseu4fnFN27T4YUQURCzmMwJB5P2HGwauw5ubNwwXIxzLJDjsOZlOsVSZZ8+eE4Q++yDkGEUokszLp8+RDZtaEFg9LpmOhzSuSxy+ZjYZ0QJVkdFWHaoiYGgOsiRwcXrOyXxB27U0VU3bwWq7Z+8feXy4x3EchtOKsqnxVIM3H+84bo9sN79BVxVGwyGSKJGmCa4rYVk6/uHA1eUVmSxQ1hVff/2S1cMjg6FNU+fYjsbQMXFePeO3lz+w3mVkRY6cSMRJxNnigtHQRdeNT4BVAUU1EPIaZzBi54c8rNekVYul6+iqQhhGtG2DIIAsS0hthylBFwdYcsfgZIEoS7i6RVZWPXYJhQaNulZ58YtvUEydanegE1paxJ6LKSkIdHSdwGazJc8LLNMCoUM3daRPL9ahN+TZk2vKrEciNW1FnnWcnp32xuKqRlaMfnm13WMWPY5p7wdUbUeex2y3PsPRBV3XkuXpJ6p3wGQyBkGiKBvu726Jhy3zs3PyuxXz2QxV03j3bk8YZ59svAVVW/fosCTlbDHl8nROEgRUWY5nGQwdk3LgIovgev1C73a7RRBEHNdDqGvu7x45WYyRuxZZUkjSnM16zcDz8ByXxXxOnues1yVd15IXOQDTyQTLslE0GaHr6JqaThA4OZlzcWXw5u0tYVgiClBU/f+u61JXNW0DSZQyHAxwbRffj1BkiSwpKPMCUZSwLYeq7lv9giii6TqCINK2MXlXI+o6f/jxZ5pOwPM8urbjsPsvwMyrmyZF09C0NSezM/I8JYojNEXi4mxGEMfIikiU1hz2ezpRZb3d0AoaqqFS1RVlWZBl/a2qt/M2qJpGGuZomoTjDnj95j1lVmDoBtdXF0gyvHv9M/v9HVG05+zyEkU2OIQBeV6haRrT8RRJM1jMZ2y2e7qh2FOSQ580ywmOIaYq8uXnr3qy+X7D/f1HJAlms3HvqwlC6qaj7br+1dQKrHc+umGTJSVNlyMKHRfXC77+6jn+8UhRVOy3NYY54Le//R3vkgdcR2Mxn/P02TMOQUZeHdA0g65uuFjMmE1GjMdDEGrOziYkUYbrDPDsvu+cJSmVrKBpBnUNZSWSZg0PjztuP9xh2iazxRxJ7W/2dduSpilhFPcOIN2g6cB0XZIwYhXkuJaJpBr4UY5UN2y3RyRBJDiGyKLCeDDil1++Io22xFGEaarEcdwn+GQJWVFoyhxDVTl7+QRFd/j1tz/xuFxi2zY18LjbE4Uyk9GU4XBIXiWkeYkQJ9jukKptEUShd+VMPC5nEya2Tns2oakbwmPGzbsbJFkibGtmizkvnj/HGTu8/3hDFIdIQsf07IQqL3Asi7wsUCSV+4claVHiTqYMBmNORmOaqiGLMp4sFnz9zZfc3j0QrndIlkqR12RtTltVSIh4A5eqrsizjLpsiNKEvKgpS4kqKmm1DFlXqaIITZJB1AmjCMuwsUwHTZV48vQC27ZIkpSqrNisNwiSiCbLPH12jSrVGKaMYWpUTYVQViRhzmdfvGD9b39FWUAui4jQO5OoEWSJMIwIo5DBYMhyuydIGyxngGnZpMcITVUQ6hpblUnzHEs3EbqO8WzCYDjgb/7iG24e1qz9gH14pKwyZFWlbWVaQWZ7iDjuG+rqdyC2tE3Bn/3yC0zPYefvuL2/RxBlDp/mzqIkcXF5Tte0/9n/dDgcqOua6WyCnxW0dY1pGMiiSFPXSJKE5w4J4xg/COi6jvOL875DoSgEUUwSH9kfjhyOHk0HWZwh0H8uz0qyvEJVTQx7xLff/0iatwiyzKuXz0jClOykYvfDzzQ1RMcYUZPRDYOmzBi5A55cXlNEIfvNDkWSyNOY8XCAaRjUTQ/NVg0dLe9nVddX19zf3bE7BpzOx7x9d0P3n8JHnYCuqlRF3XeH0hxF6w3Fsqyw3e6J4pjBwGYyHqGqCrZn0wK+HxDHKYZhYZsaCB2yIAJQlhUDb8TAHWOaGm0jkCYZrmXTtS15ngEiruvSpjVJklHXDbptkaY5Nx+XdMPXqIrN+5sbaBqGA5v5xKPO/wvAIhmqiCgKyJpMWWUoisR4OMD1HNKyoKVB0zU6WuJYxY8zNN2kRkAQRWhq6rImSwsM08C0DPIsxRu5GKbZk4SHAxRV5uPdI7okcHV5wldfveD8xGO92vD+wztsP2A01imrBllSiKIYVVfpBNBUrbfEyiVFkWMZRg9iNBR0QwWhRddlxiOP5WrN7c0Nz56/JM8L2kbqEU+txPzkBNO12e19Xr/5gCQJvdtlYhMFPnnu4tg6SRwxX/TG0tFkymDQoKkio+kUUZI+9adN5hMbiZbT+ZTz8zOiKCA4+oyGAzRVw7YcAr+lrDpkRaFroSgrDoeIIMzZHwPefPhA24p0osTPb2/QP6GhREEgSTKqssEbuEiSRlFU5EVB1uTo8oBjVkBRYXQ9o69tBZabLY0o4BgyutiRJhGmrhHnOR0ti8WMFsiylLFls1jMqcqCKDhwZhtcnoz59tsaU5MAkSCriY4pJ4sDg6GHoGnolk2S5hzCkDDOmV9cIesmJ8MBniGjCg0vL+doisK/+8ffo2kmVVUy8Fy6rkEUBUzN4GQ2Z7NZ4ThO/5rsWqbzCc7AQdMz5icn7A8R6+WeKMwZOQ4PDw+sH9aMPIsuy5g6Fv5wSJwWPK6XeIMBgtgRRiGCKCJ9irc3DX37TFXxvDFxniDIGk0LdVZTSx1N1bEPIq4vT5lMx6hiQ55m1GWBbTvIokhRFX2LRpNQpJbPP3uK0An4hwPTSa//sA2D6XTEaOggShqOZWFIDeORTZXFfPeH77i6uMR2HX5+e0MQxRAU+MEb5icXbI8hu+2OxWjEcODStHo/d6prqrJCF1o0VWQ6MMnSEGs+JcprojRF1TQMq8M0TVxTp6NEEEVkRSLJcsIkom47JE0DJFoBDMdGgn7vrSj6+a8iUeU1aZKwXbVIoohmaQhdQ9u05HmLrhukec6bt28RZZ0ginjy7CWaaSIpMq5ts1oLuMMRaZKzXe4wdJOuaRAcmcN+R5oUCGJKXjZ44xk//+r3lFWFYRnsNjt0w2DgeaR5SpRW2J5DmVcYhkIcJny8uWPoWsiKgqYqOI5NWZaUVU3VNJRNy24fsD4cGI8m/Pj+I48Pd/z5L77g4slzbu/vORwOjAcOd/cPnJ2estvukBUF13PogLKqAHj79i1xkvDis2fYA4e6hbysKMqa3/7+B8Io5+ryFNMy0FWZosiRuv6czNKsX4eRRSaTIaUsE0cxpm4iihJN0/SXqaohyRNsx2EXxPhByGZ75LzuSIoMRVb4+//6v6KuC379z/8e1RD+qHP+T7pIPXt6ynqzp+s6yqpGFARURSIIj8R5iqQoSDKoisLJ4gQ9KRAEldtPN0pD0giDoq/+bYtlWximhWUZKFpF2zRESUQc11iahqLLjIYOlilSNxLn5yd4novtDvj9H34mjgt0zcIwTFxPx/dD9vsdTdWgKhJpFKK7FpYhcX19xqvPrqnKoh/I6iq2abDd7pBlgcFgwMe7NZquI0s6xzBhNJz2i4aNAIKA57l8+eUr5vMhotShGzpd02CYJm/e3CLLKpIqYlkKxzCkahqqskDXFIauRVVkiHSURU5ZVYiiiGXZ/ULgbo1hGNhav3SapAWuN8Ayd2z8I6PxHGcX8vH+gSjNkA2ZcrdHUgQcw0Jo6eVuJ3OiJEXXFU4ct3c4HXzypESRVOq2pSp7aGtR1jx7+YwoiUj9EFEQGVpqL+nTZBBFhkMPBIHguEfTNTzXQ1d1kjjmbD7kf/l3f03eiPhBys9vbvjxpzc8bI7k5Zs+3muamKZOEMTcPW75uPotuqrSnJ8xeHmFZtp4tsHVaU32yxf8y2/fUmYVuSIQJwG6ptA2NVfnZ4w8D1XVuT/c8Ycf33ER51xcnlE1MJ7M+fGnG96+/4iiKnzx8gVdXjB2TCxNRSxzHFXGlAXQVZ4/vSBOyz7oEsfc3d7jDVx0w6Rqe1u0LElIooltmpRVRdWUqJJMKwoUZYOsGYRJRpLFpE1J21ooskIap9R1TVHkDIYOX3z1GZIEVVFw2B9ZLteMx1P2hwOICpbccTL1OOxizqcjzOsxVxcz6nLIZDwkS0tWu4Db5YooTFAtk7ppcbOUl0+e8vqnn5hNBpwuRqiqQJam6JrL3j9QFBFpHnFxdoFt2rx9/xFRU+gqlW0UUhUZnmNTFAmm1cf8l+sHojzjX377O0zDYDiZkCU5mqrh2R5NXSCIInlVsdpsGI7HtHVDdDgwm4548uSKPIkQZQVREHscWtfSCS3ecMTxGFIUJR/uPxJnJZPhmCSKyfOMwWCIZamkaU3T9G0wp2rwvAGjoc4//MNv+Id/+Q32YEyY5dR1zfevX9NWLXlW0dAgqwpN0dBVkNY5s/GQ9d7n/uGOk9kEsW2Zjofolkma5fz2d99i2Da2OyRMUm4etxQorHdbPMfiw8dHDrsdk9mcoqwxsoLN7sDPP73BsgxGo1EvuZREhA42fsBoPMI0Lc4uztgf96zul8RJhqQabDZHLMftWZACeLaBbZoUaYaqahRZiSiKOLYNCDRNg65oiALopkHXQlX14ZTdwUdUdURJIU5L6gYoOzRZ4L/9+3/D3//9v+L/+H/4P/cWA0//o875P+kipSsC45GNLEj4UYCl6bStQpxEbA47Lp9eUxUZQ8/iYXkgOPSCwDCIkFWVJMuoanr7pGkSBiFd13K2WOAHPYxVlYyed5aXuOaUpmv58PEDtC1n59eYtsVuf0AUJfKs5PFxw2g0putSkiSlqfubjKZo6IZKVaRg2OR5Rpr0EVtRlpAVkSdPrwmDkO1qjet5jAceWVHQAf5hTxhGBMeANK2wLZ35eEyaJNS5CVKHYZgE/pG6rvtWUZ5werrAdU0UVaVuapq2wTRMbMsmqmqOfkgQxIiyRFVmJEmvL0AQME2DtmvRFQPZMyiLmsXpAlFR8aOM/XZPGqVcXF8TFyFZkeGZDqZhYOk6hmWhGxabw4HjMQSxoWpyBEXAdHTiOEVUOrRaR1Y1BFknCBPqtkazTB72R7b7mrFnM3L676VZhutatG1NVRYY+o75fI5pWCRxyMun56Do/PDzezaOyuXpnLysef94II0jThYTxqNh/5qWJWzbJctS1rs9htjRPZlzdvY5yPCXfzWh6SR+/c/fU+YVsqBhGSonswkfHx95eHxkNJziuB5103Lwj8iKSlkVaH5EGKaUVU3ZNnRNzdl8ysCxMHQVwxT7YI/2Bcdjxu1yxf6YIEgSRVFSFBV105B/EmeCwHK57HlpkxGKqSDUAlmcoGoGQgeqohKGMavVGtfWqZoW1zKRRRFFlrEsnePxwNu3b6mqkufPn2E7HovFAlVT2R32BMcE2xkgSx22qaDKfLIiyxiGiq6prFc+Nw8PrFb9rb1KMjzPo65LNqsHppMhdDWWqdG1FQPHoW4aTmYzHM/j9vaOJi8I9zuqLGIymyF2EPgBmqkzHXsExxDHsqirktlsymQ25/bmHVkYs94fqIuGMi8RZZW2aVltd6RZTpjmRFkfGGoFgTwviJMY2zDRVQ3fPwIiZVWRVQXj8QhdN0HVWO6ObP2AtgVd1Tg5OQEBPNcFQaJtFYo6J8xSPNvi7nbNIcgoa5nlyqcTBQxLJ6/6tqOsqzRljWu7VEVBlucYho6o9LSTThSZzk/Ik4SygofHNZIoYDkOgqoRZilR0se//TBEEsE1TVRVZ7PbcwwTrq8vUVWD05NzsqJAUiRs22a92dI0DVdXV6RFjmrq7Hyf+8cViq6jmQ7uaIofpAynE6q6IctL6roH9/p+QFOVOIbJbDzh6dNrdFXm6PuUZcFg4CIg9HbjuqXOaizH4RDEHI8RqmHxzTd/wY8/v0EXJS7OzvjXf/4V//4//Ir7xwcGnokiq3/UOf8nXaRkud+4d6czgmNIUlTIqoaoKFiWiyQqfX9VBtsyWK9+5MPNx35gPhwiSQpJ2id1iipHFiWatsH3fWRJwHVc8rygagQ0WWJzCPnHX/2Wk4WN57goxg5Z6S28o/GUMKhQ1Zzd7tAf8G1L19SoWu+xURWFJA7oOpEwSnn//p6uKzhZTHHccyzL4urqkqqq0RSVyUjpFwGrjsPeJ04yhoMBjgNnp1PCw5bf/+Zb1qsRL54/xbUGBIeAY3DEtlwEoaapUwbelDTNeqV8VZE3HZvNjrZuSZOUNI0ZjyfYls54NGPgOuR5Qd1UCJ1I2XTQdgRBTJJXnJ9f4EQhSfySu/sVk9kU9AXHOCLNU0RJRFJkhp6DH8QE/rFPztkWuq6iaAqa1nuoHh+XlG3NwfcpyprDYYfrWRjzCY0AXScQZxmWofDh40dcyyDLXcqiQNNU6CSOfkjXdf2tL08RygJT7viLb17x2cvn/PDze/7xdz+Sli15VbPc+cynYyzXI8mbT5/VybKc/XbLMThlOh1xTHIGro1liDi2y+X5gjyPOPg7Hm7vGIz7YXTXdeR5idypbHZHdrsdkizTtGDZLqqhEWU5E8ukSBIWY4dWKOiqnKGtc/fuA0PTQOg6Vrsjoe8TpQVF0S+il20JTYsqqzR1zWF/IFtmeJ6Lriq0bUMcxuiKyOnTa6oq5sPHRxazWR9jb0qGoyECHpqpEgYRgiRx//BI13Tomk6SJIxHI2zLRlNt1qsNk8GQly+uEeSG7X7N0HMQBIVD6LPZbBEFBUXpfyZ/t2XimtiGimXpXJ6d4joWURRy2PvYltm30TUDyzBpm5rL8wWnpzP8KCGOU6Su5tnTl2iqQhpGFGmKIIEkyQRJSoWIqspEeUUeJ3x4/5G//LM/J/RDojDCdT2CKEMSRRRFwTZ13MGAuu7oBIHlZkcYBCzmCyzHgiimritEWWYymfGHNzdolg2yjOU6qKKIv9+Tpgme69EBoihRVx0tEm8/3rOLQgRJoS5zBKDrWhpRpGlbFElG0RSKMsUwDZquJgxDOqZ0bUNbtyiywjHvE3VXF+dkeYlu2TxutiiGRdMJuK5HlET88puvOJ+Oub35gGOe0rYNjtWHf1QBHh8+oqoSWZYSxxHL9RpRkYizjKbtOCYx6btbrp8+IYxSPEXFGw+ZVA03Nw90qogqqfhBgiwJzCdDHN1gcTrHMBTqsoRPxmvLMqmrkiKvaMSOVhAYDIeMJlNev7vli6++Jg5SwiBicjLh+csL9g973v34lhfPnpDmMTv/v4DghKL0kriiqDBNC0lWaCWJshHokMjyEk8zWa23HPyEqm6YTqbUiAgt0DRoksTJYobn2bRtxw8//sjdx490XcdiMSfPC8q6Zl/miGXBwBZ49fLf8OzpNWF0IEkLdvuQLO3Is5I8zcnLXmDoDTwURUWUJPb+kaquGbgOqiggoHJ/t8E0RWaTISIQhgG2YyGJIm0NSRJj2TZtUzJwTQbDIft9QJzGdG2NKkuMRkNcy2G/O/Lzz+8QgKtn55xenFI2FU+eXNLWNU3VINgCmSzTthDHGcdDgCAqKJJGnGRoqtqTD9ISaHtZoKoT74841pAOmY+3t7z/8MCXX37OX//lL3Gdt4R5iuVZ6IbCdz+uKUSBs5NFf8tqGzRNQVU1RLHvu/v+gfHARqBlOPLwhkPSPMfuBFzbQhVAyHPC/Yb5cMTzy0tOTyeUaUhZpMRpgiAIaIJIkiZ4ns12u+by6hpJFsnzDNNQMEwbYXfkz758hqpKfPfugcfVnqyuCYIQ27YJgogyzxkaCuPJnNligCj2hID4GCG0HWenJ8iiQNeUjMcetmtznM85BAmilPQtD7petijKVK2AKCqkSUzTCTRVw3p7ZH37gCH0fp0vv3yKILT4x5AqT9B1kYlrocoqhqLz7uaRzW6Prqh0coum9TFlzTBoEDhGAaqkUWYFRRkTRRGOrRPHGZrcIcka290B17UZD1wMy2TgmSC2CCIUecH9x3t0VUefL8iyDM9xUMY6RVHz+auXfWJVE0CEuqlI8pS2E5lMR1ykJb//7gPXT6+ZTgYUScx04jGbjomjgMDfkychhmlwf7/k9GSGZZuUddTvbXkeY8dGUqTe8io2uKaO2FZ9RNuyqKqCTgbVMtmHAcgyttNjnYq6oqprjmGEYVjs9wF7P0SSdUxToyhyPNuibTos0yDJciazGUEY44chtucQBCFZUdGJMrso4/Z+ybNXL5A0jQb6pGAgUjUNjuvy/fc/IEkClxdn7Pa3PG526J4L6yNpkaNbOnlZUn3a01JMBUWUUBW1Dz+pCqqmAwLnZ5dkScrHhyXb5ZqmLpFkBVmRCaKY5XqP6ZYokkaTZFB3fHjzji6NuDhf4NoORV5wcjKjbWrqKsMduFiOSVnnuEOHVmx7CLOmY6o6Z53Mdr+hrWoGrgV0CIi8f3/D/hBiWRZYHZoiMj9Z4Bg6iiSg6xqapgAdZ2cnrNdL0iyka/vXu20baJLSpwHrjtPTEzRNYZmEGKaGqshUdcV//Pf/jEDLbDphs68xMuWPOuf/pItUkRdMJqMewqoo+EFMWbe0Nby7uWNRzEEYUxQt7z/cczzGNMiIkkTTtBRFgaYaDFybtq1RFYXnT58QHqO+xZf1rTZZ05AFEGQJUYHN+sjFWUXXSZRVxbu3t2RJhecM+z66Z6LIRk+VrjIszWExG3L78QZNG2CpGmIHpq4x8kykTiCLj1i2h6RpZGmGIql0XS9sa+uOrqqYTmbousZuLyMjMrBNmtbl+sk5P/7hR4q05umLU169ek6apVycT6nrnOMxRhJlREnEME2qsqVQOvK6ITyGuK7FzJggyRq6ZiJLMllZ0SEhKRr75Yr7hwOtILHbH1EUlX/+p3/h8vwEQ5OYnV7gjQYc45jleo0siRyjgDTOSZIcx3YZjya8vb2lbWoMVWM4cFAUiSCK2PlbBKll6A3ompY8jvnzr75EenLN7ds3TD0LQxbQXIss7RAEgaqusByDp1cXjMcD/vDtt9A2CPToGkEQkKA3HbsDhgObf/XXf8H/7f/5P/Ptj++QBZEsyaBpGY8GXJ6fMhrbTCcTppMZx6MPLaiSxOXlBZahI3Qdoijiuhbj6YiiEmhquPu4ZHs8osgaYZyT5BnVIWTvHxBVFdvQUUWRti4QdI0f3t2SlRlff/2S0WjAN3/+Fa7tkucVP737iK5NWC3XFEnM+qHBGlrYnoiuaZRphuW6nM0XtHVLnie0LXiugKZJRFlKpws8u74iimLatiPNc969e8vZ6RTT7JOTTdNi6iqqrEMrkqYJoiihajJBEDIeDmiB3W6Hbsi8eP6CMDpSVg2TkUuaV5wdErq2RBYbzq7PqMsEkRLXNslFyPOKJEwAEUSFNKsQJUjSHElRYbvl5OyUgTtkPEqpa5Es6xFKSZKC2OEOPERNpRFaOmC7WaErCldnZwxMmyTuMWJlXbP396iKiiS51HnCq2fPWMzmNG2J7/sMhxOSNOPj/T2uN0QzLARNoBNF/vHf/gNr/4B9ONCJAjt/x9Gy0EQJU9c4BAFl23DcHcnzGs3Q0U2bQ5xjug5KkiApEqIkU+cVuijiek6PPepaRASKukbVNeqyJDhG5EVOWRV8fHzA1Axmp+dUHeRVg6RoiKJK0zTEcYRjm6iSwHG/YTqxMKdDtpslSRLw8sVzPv/8Fa/fwHQygE/t/qsnV8RJTvC44eg/MhlP8VyPk5NTjpGPbOh8fNgiSwquO+zp+UBVFnR1i+s6yGJHK7S0NKR5imToaLpKJwooqooiG2z3ewREfD+kazt+8fWX+GGIpohcXZ5zspjy8eaOX/36n/E8B//QYmgKk+Hgjzrn/6SLlCxI6JpGmuYUeYZh6MRJhr+PaDuR1cYHAeq2IopzNM3u/euyxGIxQ1MloiBBVSSqquopycMBZV5SNzWO41I0DWVToXYKtuuh1AW/+f1rHh62vHh11e95jKYgReR5zpdffI5p6bx79xZREnj2dEGWpwyGQ87OXWaTOYd9SOzHZORYlklR5AjiuDfz5jmypKKoKrphsN8F7HcBrjsgDEPs4RgtTkniGFHRUTUTUZDRDYvFqYbrjKlLgTAMsWwT3TCJkoy2aT+BWAWOecr52Rmj4ZjVcktVV8iKRFUWxEmEqnrkeYF/8CnLFs0weVw+cv+4RRIElLJkNBwhCiJnl3NWq1W/zNe2WJbB/hAi5AVlWnB7c89isUBTdVRZZf3wyGIxwTF1VqslSRygaAbPnj7Fc2wif8/4bMYvXl7jmhZXp2M0VaFtCo5BgGXqXJyfYloWstAhiR0CLWdnJ0iSQEeLKIr9Ho8i0dQdeZpSVwVhtOd8NuCHn8CxXC7OFn1opMwQBAHTMvCPO5yDSVVWPctRbBkOHXz/yPJuxWQ2QZRkyjLj/uEB/5iwPwSImoJhmNiWQVm2hFlGVje0ddLPLydjTMcmTxOyqsWPMz7cPKCq4Doaz19ck2UpSTkiiEq+/uqav/yrX7Be7fjtdz/QNg1t12JoOoYqU7UtdVHQVQ2SKKFrDoomst3tWXz2BEXVCIMHBu4ZnjegLRNs26LIIkSxQ5QEdEPCsxzyvGG32VEUBRNxRNs1HKMASZRA6JNzXdsiKyqqLmNqOtPJgLOzjCzPWa8eGDoK56czaDuiIKatWtqmQ5QFFicnKIreG7PLBlFRe3FjVvLwuMawXFRFI01S3n74CKJCI4Cqyki6jFxm1HXBwLYQFRnH1JG7mtOJRzUakGY1eV6yXO/QVJX5bIpnnuPYJofDjul0iKYp3N58IE4TDNvmEATs90firMR0HVpJZHwyZ3XYUbYNdZlzU+Z89eIlaVWQPiyZTWcIksbvf/c9lm1heQ5v37xjMJiiKApt01LTfKJFqIRhhKqpKIqCKEt0An0XoOsQVZV94GM5Np//4mtc3aZqGzabDW3ToukmeV4wdG1OFiNkUWBoGxi6yGefvSQKIvzDBllR+Ol1iWb8gulszHL1gCZJfTpZkoCu9+kpEgf/wJPrC+hazi7OEFWVN+9uCQ4HGhSqIkOTJJ5fnTPyBriWRVkm3D/cIQod0+kMRAFBkrCt3umlqCKSrHPwfUxdRBJFTN1g9fCIIct89uVneCOP3e6A7Tj8+Z//AkHpCI5HdP2PKz9/0kVqd9hh2x5FUaDqGq5rMpoMqeqG8XTGarklzSo22w3ecIBrD3hc72jpGHsO++2Wsq7w94dewazpuI6L59pIskRRVeRVnxwyNA1V0SiLEsuZE2cFN/d7prMJUVKS5zVi06CqEpapMBroZGnKyDPwLme0wn+SGApUuUJdyERBH2keDD3qpqFuWiRZQbdMJEkhSlIs12OzCzmGEYqmg2Ky3Pkc9gdc26RtSu7uHmibClqR2w//H+r+LNa2PL/rBD9rntdeez7zuVNE3BgyIzNxmQyXKTA2Nl1ZJXXhUpfUCGgadUtuQwOWkEU3D8wg+oEXjIQoxENLNF20qkpV4CqwobGNM+1M5xQZ90bcuOMZ9zyseV6rH9bFXS6qWmGofsj1cnTW3ufsc88+9//7D7/v53PNcPKSo5Mxoqxg2QqOZYIoMhoM2e9D5rMNApClCVGww/N6WIaBpas0TUePkCWZum7YbjZIikmv51I2CkVWIQsCddOAKFAUJXVVs4199lHMZr0lLWuuZre4do9GlPj0xStODg6wTI1R7wTT7CyruiqjyxKC0JKFIXLbkEch/ckI19Qp85g0i9nscwxFQhJlBv0xmqxCUzM5GKPKElVddly2KudgOECRFZpGRBS64GKaZoiiQBhELK5v0YEsifG3e1xHJS0y/N2et3/s3ydPNp3ZNsmpqhanZ3B255zrWwXf93EchywriP2U7XrDZhtiWCYHhxPmiwWlAqauE8Rx16Iri8Rpwmyz5r179zg9nBAEm+53ttujqzJpEuO4r5CFFstUODo8hrahamTunZ90/qmjYxarNUEQdwqLuqXMSupWQJU1BKHFtmysoYNlG0R+gKVbpEnGk0+eUiQ7PNfkwRsnmKZBFMb0XA+hEZnf3rBYLjs+W89jOJjw6sUle99nNBlj2w5xElNVDbLQslgsSdMEy+waKhxryGDo0lIjtHAwmUAjsdruXtMZEizHoaxKXj57RVpmvPXmIZqqsdntuLh5TtMKTA6PUEyHi+sZZd1162qCQBKEnB6Ouf/GfV49f0FdZSi0WLKEqJmoSkkQmN0Es0gRaTBUhZurK1QZBn0b13GYzVdYponrDUmygqKBbRAy3205v/+Aj169QJZ1blcLej2Hum6oRZmsKuj1h9y9f49Pn7xktt1xz/M4OD7l4mbBdrtFfe1xqquaioaGruM4jCNkRUYQRVpE0jxnuZiRU6GqKru9TxQElP0hYRgRRTGWYXFyckwQ+UTBnuGgx/HRAYoMUbilKBs2uy2qoWFbFrqu4Qd7bNukrmv60xGu3WO796mqBsvQkMdDJFHm6OgIr98DoeVydsPs9pY0iZBknbfeeBtNkrA0BVFomM2u0XUFVVHRVAnXdpFFCcFRePHygjwv6HkifpQQBAlJUvHFL7xPWVRkScLBaMjd8ztcXS6wbBskgY8eP+L8/JiyyCmz/DON89/XRarKC6I2xDRNep5HI9S0QsWb795jPQuwLYvb2Ry3N0KW4ezsiP5owG63py0rLMOkblr8/Q5ZVciTlNYwaIF9sKNpAEVFqAUEqSFOAoosJy9rZCC4WbEL0s6tEmX0DI3dakO421BUFbIko8gybV0hCDVCU7JYrImTEs8bEvkaoijQH3QzvSTNAYG2Edjsd52LZXyEapggiNCK/PpvfIsnzy5oG4HBoEddZUwHNm/cP6UsGvx9+Dpn0bBYvE7juzZZkvJyf0VZtSRxxmI+Q5EV7t+/Q5HnpEmIY42QFBnLNCnzomMYCiLeYMxivifLJS43N9i6wcHxlI+ePOZBfoaiqWy2O5brDbJmoBk6pushawZ6r8WPU6I0485wSF5kJGlOFAR4hsHxsEfeNHiDEVXVsowinnzyhHi34eToEEnqVst1XRJsfYo4ZedZGIZCWcS8cf8eVVVQVjm0nZyStqUpy67bSRDIsgxBljg8OCTOoWpkbuZrNosZx9M3sfUhgb/l8Uff4/igz8HBlDTN2W18EARWszmWajKdHLDZ7BAEgdDvzmDGkwFez6U3sPjxH/9Bdts9NQLf/d5jZqstgqhSFyVhFPPh48e8ffeEd995g9X8hjRJsI0+sqxQFjXOwCVLcvz9hoHrst7tKdOAe6cTLNtGqArm8yVyqSNLCnVVkZVVd57ndvy0oesxGg4okxjX6WEaGknkk2tK1zFYdqTtFoH91sd1BxweHbJYbiirhlcvr8nzBqkVePnqitV2j25a+H7IfDXHcV0MwySvQJZl4jghFVuapiWKY6qsRB0oCIKMqWvopg2SRlNDGOc8u7pBN3WWOx/P65PWDZe3c5AUBFnGtEwUTWZ7M+f+nRO+9Lm3kUUBRRTJkoTJ0KNnO5RZSpKEiEXJcrWhzko8U0F2LGRJ6kSmZUl/NECWurOTN9+4QxRnpFnJ8sWCJK+5e/8eQRSTAp7lEtYFsqGBqnTZOFlBolsRzharjpZvOpSCwGK9oW5bZFlGU1QEOtN3U+TUZY2sK0itiqYbJEmMLIvouoE0GCIoMjU1gtAiSjJxmqDpGgIi4d7n8tVLTs+PyCJ4/L3H3FzecH5+SFHEfPjRY8bjAQ/evE9btSRJxM3NNbIiUpfd+fxgMiIvKrI05/DARpYVIj8hyxJevNjghz6nd8/5/Hvv4tguu63PsGeShhFN1aCpMmnaZcw812O/23B1cY0sKmR5wctXt/h+yA/+zgmqYdJGKbs4oj8aM1+uqWo4OjtDlGSePnrGGw/vY9kWVy+fo8gSbVvTH/U/0zj/fV2kyrzjURmSRJpmZGVKf+gwnXjIrUiZFlxfV4R+xOHxuNsbFhqqsuwU0lWB5zjoqsxu3/HlRFmGqkRTNSy7R1YUpEmKKimUYoXgGORpyXq3wTYtbFmhaiFIUxRE5qsNQltjOBa6IpPlLUUeAzknzhF375yz2fiYpsvVq4vOHtwKRGFGDRRVyXJ1gWnYIEjUTdO5lrICXTUJv/M9sqqlyCvMssXQTQzT7gJ8tsl4NEBUGiYHfTabNVEUMZpOiMKMD7/7MYpsIYrC6/ZPAdtxaJsaxeshyRKapiGIAk1dIwgCdVNT5AUHB1MW6085Oj7gX/6LX0Z4JDIe90iLGtmSmBwcYveHrPyAzWJNI0js4ojteoPp2ERZRpZlyJKAbtrUVcvI63MyHbENQrb7PblQ4zk2udQyHI/pD/osdztGowE0NUkYkCQp1AW980PSOGKzXeL2et3AmZVEYYxlOAT+niKvXgdwRYqsZJfG+HsfiZbz40O26zXHB1N0VWA5F4lCn3bqdVSAqsVyLNqajhZftJ3Rt2lxHJe6FpD9gP7Q5v3Pv81icc31y0e88cY9VFXj/OgHaVuJ1S7mq9/4kCDMOJqMmQwcbFNl9PAejm2SRiEtFVVds936TMZDdquQ2PfpdkNK3n7jDutdiKUpPDg75Xa1p25aDMuijkJsU0eWRJqmK4aSKDE+OUISFHRVQT2csN8uCYMdq/UWVTOQZJWsiFCyHFnWkWQFVdW5ub6laSRUWeHo+Iy8Krm4XJDmGS8vVuhmiOWY9F2XznVXIksykR9i2DqqqlI3BZIs0LQNu92WIMowTIf9PkSQOlDyq5tb9O0OUZWxRwMurm+6lvmqh26bHB5M6dkmdRFx9/49FEHm8vqKJCyRbRFR0Yj2OxBbNEEkqnI8y6Q3GLBezNmWFcNhD0QRVZORVYm8zHF7XRTk/PyU28Wa6XRMEMdQ1pyfnvDNR99DkiW2vk9dNny8/RRDEHn3nXd4/vSSV08vsWWFNEn5eLVCQKSSWlRdQRIF8rqgigpU10JCQBZFRLFFURVEUQIZNFWnabqu0qYsacUWSYDpaMTJ8QlXr16RpF3wPzE0hH4f0+6yaJKk0rYiB9NDaAuKouCgf4wiikRxgK7pCILMYr5A01Rc28UPQuqyRBAaFvNb8qoCQWAxu0US4Ae+9EWKorMILPY+08kIVZHoewfIsoQmqczizkm228domoGmWDRNRF61GJaD7dbopoll27x4+hwkGXc8oK3B0238XcC7n3uP+c0ted6gGRKr5fozjfPf10XKDwMMw6A/8tAMkTBJqWuTJAyQpQbH1jg+nlAUXWuoLEuYpo5l6zRh2iXgdY3Tw0OauqWsGqq6Io3TbrZWV1RZiqEpCCIIjUQQBZimxdn9u6RJTlIUiKpMq+gUkkRYdG6lKPfJ04jZ/JZBz+D4ZESaZbiaysHBkCyr+R0/8EVkUWC9WlBXLf3hsIObtiJ1I3Rt4a6L7bosNhcUec3h0Qk364DJZMBw2KMpU5yeQ11XRImPoWt4nouiKFi2jSjJZGlOXbUMvBFBkKMbFmGUIskqfW/AqszRdJ0syxBlEagRRSjyAklV0VSVJEuJk5iTk3Omp0d8+vQ5Xt9jF0U8m1+z3m45uXOPXRhxeXOFrBk0kohq6siqimFaoCjIUpftyZKE2lRpm874ahkqUZIyr0o0yaYVagxbw6l0XFtHFmSUN+6SJyn7zZKzs1Pi1Gc2myMKEkmSIQoyVdXib0P8XUR/MEJWFKIoJwwTqlYkiTOqqkCsK+7ePcWxTARKHty/04ki5ZrFYkWSZhhaJ9Gsqo5VV1Ylu+2GPC+p6xbb7pEEGYG/ZzRwuLxcIdQl5ydnrFZrJFHh6GBAz5T41V/7Jm0dEAcp5qmH0NYoEliTPr6/Q2hbNpsNbduwX+0w1G4LUVZVZFVnOhlx01vjeDGz1Y6yLGgFEUGAqixQFANZUKiqisVqzei1jTYOK8osRZbaTrzXCGR52Vlow5g4SnHdPidn54R+RFm1WLpJfzAkTTOSIuJ2uSPPC4pWRkQm3vjUVc3J4RRTGSC0JbQds8/QdIS62+7SLYN8vSUIQ9K8pkJgH8ZololUlJSSiCg2KKqE4TloooigqMxvZkxNh+l4jKkpZHHIPsmgAeqGJIqxbQPX6WE53XnWzg95dXXDcnaLLItIsoRtWZi6SRBEHByMkGWRqqxRVRXXNqnqIYaukeUZDRI0DePBANNxWe/3xJuIjR/xhbff5uLZnE8/ekKRZxzfOaIUBHqOg6BKCFFMlEcoQkd0URUZUzMQZRFbU6mqCui6TmVZ7JQ5IlRFwWTU5+6dI+6fHTHoDxElCU0uuLycoUpgmgayWqOpKm1Tv94pgPVyjUCNKNNZjGmp67YDQwdhh1cbjxABTZMRkXB7PUy7yy6GcUgcBsRVzicff0IYxEiSxHA0oue5JHGEZSjYdp+qqGiqhpevbmlRGIxMxqMxeVoT+ilVw+vslENZ1dwsl7z79ltIis6nT644unfIzWrNyckxIiplK5CHGVB/pnFe/HcpEn/9r/91BEHgT/2pP/Wb97Is46d/+qcZDofYts1P/uRPslgsfsvXXV5e8pWvfAXTNJlMJvyZP/NnXr+Rv73r+OSYe/fvM56McC2dw8MJrmujayphENA2NYaq8uCNc2zbom4gTjo9h25ojMd9dF1FlAVkWaauK8q8QpRk2rZFkxW8Xg+ppbPpiiK9QR/d1EnTlCiOKKuaoqrQTJOibUmqklqSaQUB3bQoywrfDzmaHnEwnVJVJWmWYVkGpqUjyDJRWrDZR2R5QxIXpEmBICpYr426giAgawphHBFlKUWV0x/Y5EVEkoZEoY+iyJ3W2bYJgoCi6MQ3Tdu+JlIraLrR5Yt0DT+IWa42ZEXFcrlBEBTSvGK+mKGpCrIkUtc1Xs/j+vqGX/6lX+HD733Er3/9N0CSCZKci5e3zFdbbtcrgjznm997TJTlGJZFmRdoitqBRSWRXeQz366Zbdaslmt2yw2S0CXVZUmkqQscS8d1DDzPosgzsiLn/PyYuiqYXV8gtjVHRxMm0yFtWzMYDrl37wFpVrJe75jNl1xf3RJEMbphkhclkqLhDUYkWUkjqqRZiWW5DAeDTmYZxgiizD6MCaKUOCl5dXHFJx8/YbZYsg98iqaiqCsUVWE48EiTiL5r01Ql/j6gaUTeeOMNfte//8OoqkqaJiiyhKwIhPstA8/kP/rK7+Z/85/+ft564xjX1rr4RBSw3++o64LhuM/h4RTLMTv7qb8hivZURUJdZagyNGVKEu7ouwayCHVZIgodOLmqatIkQ5ZVVN1ElBXyPCeOAmRZZDgacOfOOaPJAW0jstuH+LuQ+WxFUVS4jsNgOMJ2HOIkIUlz7ty/j27apFnJNgwJs5SsKHBdl7PTEwauw3DQ4/DgAFM3EBFpqqqbECoKuq51q1zL4tnLCzZbn7JuO/JJA3FVIRoaUV0gmRqKbaI6GmEes9ytWGw3VDXMruc8f/4Cf+dzeHiCZVqkaYZumAT7PXVV8Oab9xh4LpPpgOHIwzBUkjShrluyrGQ2W5PG3RZuW9b0ek7nPlI12hqub2YEuz2ObpKHKUotU2UVVVEThAkff/QxZVGgKDLDYR+hbbAMHcPW8YYO/ZGH4zmIbdsBZmWFJE0pi4K6aZAlmTzrtp9FWjzX4vhwwsnRFM8x0JSWONpSZD6KLOD1bBQZVElAEhpMQ8WxdXq2jdAKzGYLdlufoqi4nc35zoePmC/W7Pd7ojBClrvAsGloGJpKVRXEcURdVTSUCG1DsPNZzdckScF+H1KWNSenp6iqBjU0VYMkS0RFjDeckOUSRSlxdvctmkZEEEVC3+fi5QWr+RLTdFnvQl5dLQjiiiTL+eZHH5MIAqY7QRl4TM7PmUyOGIwmIEifaZz/t15JfeMb3+Dv/J2/w+c///nfcv9P/+k/zT/5J/+Ef/SP/hG9Xo8//sf/OH/gD/wBfvVXfxWAuq75yle+wsHBAV/96leZzWb84T/8h1EUhb/6V//qb+tnUBUVaLFMHcQGshZooQVVUwh3IU9fPGO9C+iPPC6vb2hrWG1WHJ8ecXg04frmlu9890OqUkKRZGzTpK5zoKVpK8qyRFdkDLMHukojiGRpRitKiIJAVZVs1wmjfh+nZyE3LWJd0rY1mqbieFOoYqIgJNh1qwtREmmalqaukBWNd997j9l8y9d+9RsYtoFtOTRsEQQBy3HpT1QEVSarKyqhJa1qfN9nOu5zdPeUoWcii93AEPgbkjTC3+pkecpgMEBXZRaziCSKmY6nGHrn/Smygk8+ecbFxYw47f4tmtrScyy++63HZGnDYh2TlTWrbUhZttQ1aJbB4dGU1fWK69WKw7vHyIbGdz78mN3O5/jggMVyS5p1wrMizxAVibKpaRER65briwse3D9iNBlQVgWS3HUiGYaK67jkeUaSxkSRwnq1IPB9LMdA1RQ8z0NRNW6uZ7z55lsoUteuq2sqSZLSNB0NuygaNrsdPXfE1fWMdfCcsgLN0HFdl6KMQJLww5Tr61vW9g7HUjk5PX59RqKgGxZVVbHb7KEBURR4494JPXfAerlClBrmixmzhc147OEN+hRVgW5pFEVFI9QURY7bc1kvb4n8PeOB12VHBIGqLDBMDVkWsGydNE144637HVMyT5kcTvH9EE01uHvnHCSN1S5A0ya8up6hmTaGqbPebsmjBE2H5XKDKLSUsY+hCBxMRui6hm4aiJJMWmRIosxkPCFJUm6vbxAQsW2X0aiP0IqkWczlzS3r7ZbVZsVgOkauc5qmZTgcMewPSYMttSBgWxaGZqDKImWeoVkGO98H4tdRj4LtbofVCCRpiqwb1HV3JlYIDa0IbSWQVxmuZ2I5DnLVEsQF3/3eM4aeTZ7mbHcLkrRgOuniEoIodluzdc1iMefu2TFVA7v9llhVcCyHMIyo6pqyKDk7PUKWFbI0Q24k8qwgSDOePnmOH+fce/Mu253P5eU1ntdHFQRyEa6uXzEY6gy8Ca+eP+dgMkK1VPI8o9ZETF3BNA3iIGVxM8ewDHpDj+0rv1tRKzK2ZXF+ekqe5Wy3G0xdoyozmrpAEiAMAhzbwnP7SILAZDyhKks++fgJTmviuA6KrLDdbGmqClWVsUy7UwwttlRVDaZElpeYAwvX7XVHG3VFURZUdUleNMRJhGpIDAY9siQjikuUXOTg6ARZlNiHIevFnDfuntIIIkWW4+gWamMz7k+Z73ymR6ec/84vsZwv2O23SLJCUZYcnZySpjkgYZkO/jbg00ePUQSV8/tvI3oG5289YPP0FX13gNvzPtM4/29VpKIo4g/+wT/I3/27f5e//Jf/8m/e932fv/f3/h7/4B/8A37v7/29APz9v//3efvtt/m1X/s1vvzlL/PP/tk/4/Hjx/ziL/4i0+mUL3zhC/ylv/SX+Nmf/Vn+/J//86jqZ0NlAGiaSktNUWbIWsfkEpA7gOg24OL2BttxmG/XpFWJJElkcc54OMLSDPIkw7ZcHMdhu4pYb7d4fZe6qKjbhrrtMj2ubSMIEOY5i8UGXdeZjMeYhsl6u0YSOrnbZhnT0/Vu1mOa9HsuQ8+mKUNaWlpEEESKoiJNt8iShiQ2qJoGwOmdY9bbHXES0bQtummiAb/8a1/tupEKqARwbZuqzDE1FdPo9B6yAKvFDNsxODk5oSxLiqKkqaBICtqiocxyTu6ekVUl/V4feaTzjW98m4vLFZ98fIUkCgzGFvtgw+xqR+CntLxEUHQaUcAyDIq2QipKTF0lrTNqZNYbH3fkUsQx2+Wek8mYw9GAXGhYbjbdIO249EyT21fXeLrB2fkpWVWQVd05SpkXjAZ96jLHUEUe3HuTMAqRBIHxeMRkPKWuu22PTNa4na+gFlncrl7DeGEfdzTrsqwwrZK2lSnKml/8F7/MJki5mW1pm5Y7d8/Y7ba0bcvNbMFivgChZT5fITYli+WGwchD11TatsLf7TF0g/FkTNNUiGJFVUX0+xoP3/kCmq3w8ZNPqOq7uKaF4xnEUfceep7HerPh+vaW7WqLJEns/T3TyYTtds96s8HOVXpeD0FoSNIERVFpaOgPPSzbZOd31PE8KwnCgGC3oT864HA6QlBF1psd/YGDKDmURcHHT56ynBs8ODti3OvOGkVJQFU72gS0NHWLaumURc1ivmQ8nrAplvT7PW6u54iyxnq77IqKomBaFlXahYifX12TxRHvPLiDv1rz6PYJp8cHiDSokogoiMiSQitKDByXm8WuUzggYBgGmqrhOm63Qk0rBuMRs+sZaV4gCSLz2zWWpOLoPayeh6ToRH5CGifUCLSigK4p3Ds/w3VNmrIgCHxkVSWNEgxdZdTvWu/Xqx0Xr64p8hJDM6mrkiwpCTdzrq7nhGnDarYkbwQunl0SRjGWZuLoBlIrYDkmbz04wzVUNqsAWbyDbav0vCmffPopPcfBsEzSNMUeegjvvkma50RZjKLK6HoPJJGqLMnLnLRIqJuuc/Hs9Bjb0DuOYCsjSRrz2QLdMEkin/FoxHtvP2C5WaNpOpZpI1FTFjWmaaFqKnEcIUoSru2g6ir16y20qmoxNIk8yymrkrzIcWwXVe9W2JPxFK/vsdmFfHrxlCjKsSyDm0XDcNBjvl6DNEYQJUQEwqThwefe5H1vyIM3ThkMHYaTAZqhUpQN2/WOQd9B1RXOTqb0eh5Xr65py5pHj58yODineOLzpXce8POPXjKfrXjj8w8/0zj/b1Wkfvqnf5qvfOUr/NiP/dhvKVLf/OY3KcuSH/uxH/vNew8fPuTs7Iyvfe1rfPnLX+ZrX/san/vc55hOp7/5nJ/4iZ/gp37qp3j06BFf/OIX/43Xy/OcPP//tisGQQBAURV4do+matB7NkGQsVzPMXSby6slz57f4A2HnN29y83NjN3KZzQaEYQJrtdjH4Q0badX1w2VutbJkuS1A6dFaFp6toPYtBRVgVSBjsJ+vsXWTTRTxVA1FEXCMjRc06RKQjRR4mA6QZNlijznYDzm5GSCoIhkZU6W5x3kUhbZ79acyCrD0YCT0yNuZyu+9Z0PqUWBKMvZXV1TtSDIGpHvk7UNPc/i/Qf3GLgWdZMR7DbouspwMsCyTMqqQUQiDhNcq89muUORFE4Pp9i2ThXDZhWgqDWDwYTLlzNUGhRZQpMNttsSUbVQLQmhFbuGDrFB1OSuyVBoGI/GJEnOdr2h2tYccUIapkzdPoEfMh6PaascyzARWxFNUxGalirNaFWNsm64na1Yb7cIgGlonJ0c8daDBxRFimXqCEKDLIhIgKpoZHmB4/Q6jfaj75FEMS0C69UeVVeBhuPjI/K8QNN0Pn78nCxrUFSDtAyZTKeYpk7blB3dXVIIgwhNMyirAlWXScKKMEyIkwCEml7PfX2IbHN+95CmqelZJrP5krcenvPgzXtc3l6x3zvcXC3IejaD/n1Mw6RtBXTdoNcbEMcVRdng2BYn52cocpdlO5iOKMoUTddoqhLD1NF1g33rM5j2UXQFRJA1Bd10iMtOKGlZJoIksg18REr6rs7e33EwHCJKPQxN4s7ZCSPXQBZEkijlRfCK0XCIJIqocrcTUBbFa7pDQZoXjIYm/WGfxWpL1dDljqYHZEnO7HZOlMRsBYF471PmJcluR9+xWCw3jAceuqaw3foYtoUf7ZH1HEVT+PKXv8zFzZxPX12SpCVN01C3Nf4uQmwllrdrNttdN3AuQ9ZVA63E9eUlY8fE7bsUVY0jSiDLJFnOPgio6gJRaFBVhUG/R9M0qJqCLLdYlsGrV5cgwGg45ObqBlmRGU2mzJd7kiSlKCr+w//V7+OTp6/49ncf0+v1OTs6IUkShFYgi3Jm8w1bQ2J1u+C9e3cZ9Cz2gc+o7yDKElJV09MNeoM+tC2bfdCp46MQTdNp2xbD1Om5LrKucnByQuLvidOCpm47G4Oh0TQtZREDa0xLg9ZFUVrOTyYcHR0xu11Q921Mw6YoK/Z+gCQLaIJK3TZIkoJlGYiShKFrmK8FnpoKjx9/imU6XQFMM0yzzz6KefrqgjjPqEURUVEZj7uzbqmtCaOMfn/E6d27yLaL1XMR05rvffiITz59RpjEvPn2O/QHY6ospwgz3njjiNsXN3z593yJ+2/e4X//f/jf8u1HLxmPTJ79wq/zpTd/lDffe5tnL15wdnbnM9Wb33aR+of/8B/yrW99i2984xv/xmPz+RxVVfE877fcn067wOe/fs7/sED968f/9WP/U9df+2t/jb/wF/7Cv3F/t93hWDaqY5MnBVVVk8Q5jx+/pBU0xgfHCKKMHwTUbUOal2R5ia5KBH5EUbVEcUTTCPRcB8/zSKMA13EQRNhuu6V1nmVMD6ZkjcDV7Yr9fo90LTCcDFElhaaqSP2I08EIQVVQJCjLmtAPWC5uWK1s3KHLtD8lD1tkpUZRFKgFaFq22y2mYREFPnleYjgu2zDEcXodP0+RKbKKrCpIixzXUinzkJ7Tx3Z77FZLwmiHYY4JQ588a17PKC2ytKAsKsajYSdfq1o2V3NuZwsG/SlSK9HTbBbbAEW3aVsFQdRRVAG1FpFklaRO0GUBUQKEhiDYU5Y1hq6jJQqtIJDE3ZYnjcDN9Q1lljE6mKIhI1smVVEiKQrT8RihqvBcj+l0yHazwt9vO0MpLeORh6lPAYFWkdnt9tRNgyTrGILKZrslClN2+wBVlYmzHBSZ4+OT1+LHDsaapyW26bLdzVA1pUPuKBLj8YDA95ktNlR1hapIHB4ckCQBitTy8M13GHg2uiFzdX1B3+uTpQl5EbNczOh5Dkgm44MBz5+/Yrvf0nN6HE0aoiDk7PSIfn/Adr8lTlKi1YYkznj58oK2bVkulkhCy2DgEoQ+RweH5LlIHEXYlvm6O6ul1+shKgppUaCqOnUN5Wuz8g//8A/x6NFzsiwnjSIOhn3u3b2L72/RVIWsSEjTEImG6XRMFMaEYc7V9S1pXHJ4cEAQpMxmG6aTEed3zuh5fW5vZqxWW95///OsNluurucEUYagSKy3PgejERevEhAEJFHl5asbdEng3t27nBwMsTSVhoo4yUFSaFrw/R1VBWXdNW4UdQO0rNZ7yiJFUlU+ffwMZAVF1FkttkiKit0zidICSxVoFJXtZt+twiyLvR+SxQG2qZMlEa5t0KoK680GUeg4nZLchbnv3DmjKl+hKSptDbbj0DQd8PlLX/gihq2RFC1RnHJ1u6QqW26ub1FVFUXX2AcBNzcrgjRhOuxxdXvDew/vc3pyyGw5ZzFf0TSQ5Ck9y0Rs4d7ZHTY7n9V6g2EYNLRkaY43HKCVNmmWcTNbdrsCafZ6219CzDJURcY2Fd568x6WaXB7cYPjaMhyy9nZEYNBj9lsiapJ6LpMEMTczlf0BoPOwrvfM+jdoaoaXjx/xatXL7l/700MzeLTJxes11tU1WK9y5ktZmz8kDDtdC6W10NSFa4urhl6Nl947x3e/9KXOtht1vD//sVfZ3Vxw7e//R1kU6NsGpIStts9H/zA7+QL771H29YsLhPaUuDjDz/m+uWa93/gLfrTHheayDe/+4Q3f+BtvMPu7/KzXL+tInV1dcWf/JN/kl/4hV9A1z8bZv1/ievP/tk/y8/8zM/85udBEHB6ekqR1xRVQ9W0NHlnvTyYHpLlItezJbXQIDcFpmGC67BebKibAtMaEMYxC39Pz+mz2d5yfjhBt3RczyRLUkzDoK5LNF2lyFKiJKGVdWRV7gRrbcNmvUE3TVRZYej1aIuKMs8wBjaKqrBYxURpQU9Uma8jtlHGweEEUYK27Zhid+/eQZE1lsst602nYM/KirSq0NoWUVaQFJ2+IbHfbbEcm4OBg5gnCE2OrhiMhjY7v6EoEmynh9CWZBGYhkEUd7r7pm24vLpi5WcIkkZdlTz75DHJPkOsW05PD5E0nW0SkpYZ+31A24oc3z9FrmWU1x1LbVlRZgVFmhKGKaZl47oakgyW7XVIInFIXZb4mx3j6YS8qQj2fleEk4TD4ZAizfn48SfQ1ozHQ964f4osS9RVSd2I1FVNU9f0PRdEERCRRJksq3j+/ALP8zBti63vs1zvaFqBd995iygOqCtQJBG71+dQUMjynKvLS8bDMaoCTVsTxN3qxTAMyiLiYOohig3vfe4eQlux2254/3PvUBYlNzfXSFKLaShIYst6t+DOnbu8pTygqhtoBKIgJA1C9ts9CA2yqqAqGuvtgjgsOJgesdvtyJqaIAjp9WwUWaJpKgxdR1dU0jjB7tlUTUNd5AT7kCyraUqR1WpJsE94+N7n2fs+t7c3GKZDnma0ro0ktDim3jX4NDU908SxNMLAJwxjsrRkt49ZrSO2m5TFfI5pdRbfybSPZuhohkkU53z85CmiJHFwMIXFivV+300+VYXi4ACAtirx+h6Tvoehagi0qJpKVYkUVY3vJ8iqzeHIZr2L+O6jp8RphWU51AgYus5+VyA0YBgmQZR0Zy2KQm/Qp20bdpsN9z/3LueHQ3bLOaIoYpg6YivRlhmC0AJQVhW2bRJFAWVZIssSjuOgOSqmbnAwHdM2Iq4zIAxiqrqk5/boORaiLFGUKT3bZjgasd3ukEWZLC/oDfu4pUNNi64biEJLmud8/PFj/oMf+iFOJ2NMWaIsGy5uboj2PpIk0eYpeRwhthVpGnF6dt5pUGi4ublBU3UG/SFBkGBo3Wqn57b0XB3bFNFViTwpqPMCVZFpqu6Ixe25SHKLactomsVkMiaOc4bjMXFeousGVVWSZZ3doMhqmkqgKmpsy0PV1mRFw4urS/ZphaAIJFmO4/VI05Rnz59j6honwyGT/gillXjx8RNW25i7d95jqvT4xW/+d2x2O4y6R5wlXF8vEQSR24s5yAJf/h1fIs8gTTOCbcx/8X//J1j/4mv8kf/zf8YH/9mP8q0Xl1xsAg4Oxjz59Q8/0/j/2ypS3/zmN1kul3zpS1/6zXt1XfPLv/zL/K2/9bf4p//0n1IUBfv9/resphaLBQev/7gPDg74+te//lu+77/u/vvXz/kfX5qmob0+t/kfXnlTsdnvcfouTVN3Vk1JxbIspsMhkqyAIDAYDQjTnP3GR2hbTMtCMwxeLhas15e8evGS1N/xH/zID+F4PQK/O4Pw/R1lkaNpCoEfUBAyGHjESUrbtAiSjCRLNHXDarkm3e95eP8uqqIjSDKirFKLMkFUEEQVLx89JUt/g3fefhNDEeg5BoYuczA5RJEVpqMpaSPw6OqWfRCTJRXT6SFC20Lb4K/XuLbB4RtnmLKHpgrIQsXB0QRFFijKbj950/i4PQuEBss1MDWL3c7HD1KyNGM6HfDe22/y4tOXPNu+RNEMyqYkTkrCLEYzDbKyQpJkhKbFtSzKqqTMMhI/pqoqqqokSRJETUYsRUxNR5HbjjmIQJBl5ElCO+wj0WKoMtE2R5ZE+sM+08MJ5WXa5dx0/bWWIqUoZTzVxk/T19pxhaZtSZOI3S6gaSSGwxGqKtIfDnCHQ4KoI1kjKwRRjiQobNI9q5VPXtYoksjp8QG252LaPW5nSwJ/h1WbPHxwhCTU6JrInTtn2LZGFBZEvo+l67g9l7TvESchqq4yHo8o6pIkianKElGUmS9XBLsdnuMAEOx9LNthOJ3SS0qWiwuyvKLKa/regCwLMQ2L6euGhjgMEEWR6XSKYmhsd9suS9N255g3swWu3WfbJKRpiiwrHExGNI3ErK4p0pTtaokiCWR5Sq9vI1BzfXXFZDxEFDWqssZx+12GLIzY+iGmOUJWJAajAbezJdc3CwbDMa8uL3F6Lud37mCaGvsPA+oWmqbFNDoCdpuXDAc9bE1hPOojUvPy5UuOT87ZhRlPn31Ci8rb773NarNhtthQVA1REiMpKpIkohpd7ME0TURNoUgLsiIjDUOKssRzbJqqQKDGdgwUSaKtSg4OJ5xMx4hC22216yqOa6OqYqfoaFp2mw1t0yCIMv3+gMViy3KzZrvZ0+v18Pp95vMluyDi2ctXvLhYkjYtlmlhmRazxZw4jpAkAU1W0M0uUD60bNI4YrGYcXx4gCqJyLLM0cEEy/ZI05RPnj5nttpimQZZUULTEAcBhmVTZyVhmFGnJdv9DlESKIuc/W7NwzdO+eAHPo8itZRlzX4XsV0vaRoYDF3ef/+9bvtZV4iijMePPqZpBdzeAMe2aeqaPC+Zz1cIkxGipHB4fEr6epL25sMHHN25wy/9q28TJCkn4xOmVkeZsU864OwnHz9mvdhiNCIDS8exx/RMjQ+/9S1++Hf9ED/6+34v/8//4r+mqlsEFIo8Q5EE4ijhv/l//WPeOjynSSquP1kyPZ4SFCmLqzmrtc/FzYLBdIhraLRtzfRo8Jnqzm+rSP3oj/4o3/ve937LvT/6R/8oDx8+5Gd/9mc5PT1FURT++T//5/zkT/4kAE+ePOHy8pIPPvgAgA8++IC/8lf+CsvlkslkAsAv/MIv4Lou77zzzm/nx2F8OEEQBeI8xXNd5KykKEt6ntXhZrKyC9qGAfPdHqSWB6cnlEWGalgcTKesZB/NNslpWa3XxEmXFwAYT8ZIQmeeDPyI2WqJIKrYlkUUx922oCCx26xJwpDDu2fUDYRByMSZYloOmhHRthJlBa43ZL7c8PTFLRPPoW0l0qTg4uW3kRUDUdSY+x0BWTF0tjsf34/o93vcOT1l1O8R7TasZ7eMBxaD3ghTFanLDMex0HSL7W6HJLa4nkVZdKHlmoaPP32BImsMx0NMQ8GybGbzNdPTI3b7AD+JaRWZRpGpVYVSEJCqCiFPQTUQWoEiy2jzbrabNBVC21DEMYYmM+pNoMmRVRnDcCmynLoqScMIQexakwe9HpqidgxCS+fwsAts2j2bsszY+T5ZGuLYDrKsvtaFpKiqjKap9D2PwE8I0xjTcvH6PTZ+xORgCm3D7c2KzTZEUXSeX1zxydNXhFHKdNDniw/vMXR7ZHWF4+hMpi5FmbOYX2FZKutVSlmkVNUp/YGH87p1WjcNzu/eYXZ1jSRIFHlB3Tadk0xSsc1OYaApMpODAaZlU7/OsmxXO25vliwXG8Iw52AypGf3UFWBpq1RFA3aFsM0ECSRVhAp8oqyqJBEGUEQiaOA9XZDUbRkecnTT1/S81x6PRdZUCjPThmP+7RNQRgGyKrEcNCnrUss26BtGpK4K2xuz6EsatI85eDwkMPjEaIsEUQhRdVwM19wcb0gzXM+N57Sth0xva1rwjChKAqSOMFQVSxD53A8IU8iwjjFUCV2Ycbqo0+5Xe15eb1hu4lZbDrTtaR05AsBEVWWKesK3TSp2oakSGkE0CwVRRHJ4pRpf0CUBIhtxWjkYWlj/N2OMs9IkxBZFJEUEUnRyYqc1q9Rpab7XbYtNA1pHAEybaNwdXlFXtS4rsd2H7De+miaTtmKGJZHGF1i9VzqqiLNIgSxpapyVE1BUyTqIiVJYlzZ5vzsgN12w53zUwbDAZKiYJgm3mDIbutTPf6EzXaHYtlIqsaLFxfMFnMWuw5V9eLpS5q6Jo4DJtMxA8/lc597yKhvkaYFtSywjX3apiXJasL9njSNefvhW6iaQhTHlKVAlhVsdz6KZtHzLKqmxjQMZCDLM4LQRxTgzp1z7MBmvpzjxxXb3Z5WlCnLirKSGHgujmXjuDaz62tefvKCq+evGE/7uIMeT55e8Su/8iGNrPAjv/vLPH70ku89f0xTlaRRRCaK6KpGlWTMl0u+8Pvfp4oSdFtF1gWoJSzL4ru//h0+/NZ3+eB3fZnf8/t+N4PJ/x+IE47j8N577/2We5ZlMRwOf/P+H/tjf4yf+ZmfYTAY4Louf+JP/Ak++OADvvzlLwPw4z/+47zzzjv8oT/0h/gbf+NvMJ/P+XN/7s/x0z/90/+Tq6X/X9fwYERV50gKxHmMYevE6z2i0DI5mLJarfCDBNt2ODUNbE2j13NZLFYslgv6fQ9F1btto8UcsVWgEUHqCBR9r0+w8ynzFISas6Mp671PkWcE2z2xopEXBVVeINYNq53P7eKWWqi4l6WULWi2w6g/4Pr6hu1ujWkYpGnBdb5CVGSyKCJNM8qq7QaitkXWNC6vbhk4HnWd4bcNF2WOYxjUkU4cRkwHGifHIwSxJE0KsqSgqirSJME0TBRFRtNken2PNO0wOFVdocgycRizWu55+vwltCJ5U6GYBhkNDRKqa2EmGeHtnO1mi0efuujoDa5hkb1+HVWR8foO08mAo5HLcNJDkhSSrBM97jYbdEVHURT2fkDd1PRcF4n2tfNqgihCmsSkRYIiged5rz1hDXVdUxclUVwzGo5A7HIbLS2b7RbDNomzuiOWtyI3NwvqsqXX9wiygqiqQdWpBZmsKFkub9Fti6OTAZIONC1lkXIwmVCkGcPxkLKGMErZbPfc3s7RdIXPfe5dHjy4z9X1FVmaIysyoiBRZAWbuMDQDCoz4+DkgLYRuHp5QZKlVI3Es2evuLpaomkmi7ah3++wP7KsUNUl6/WawXCAruokWYYoy1i2SxrH0DbUTcXBdIoo6Dx9eoWAwKDvMR64tK3IatXS77mEkU8DGJZN20LbQhhEWJaJZujEcYLreKxWW3RdxTQNBoN+x3DMCppGIEpyxuNDwptbHn30MfObax4+fBPbckiyzn0kNgKjwZDpcEiWJzR1y+1sjWHZLHYZt/MVgqQiyBZZkfD85Q1vqBrIAgfTA9brDUmW0soih0fHpHnG9WJGUqSUTYUmCch1zcRz6dsqVRphGxp1niILIMoSSZTQ61k4tgVtgySJyJJE0zaErwP+ruvheRLr9Y6iEBBEAYGGqi4RZYXb5YKeN+RqtmC13WK5XdTAskxG0wGaITMcDMizlCRJOtIJLYahc3p8zGIx5/ryivF4jKIINHXJsydPKIqS8WhIWgnMtnuiKCYrSmTVIAxi9psQfx9iOyb3Hzzg5HjCcNDDsToAcxglyJIITVdond6AnutR1ymr9ZayypElidUmQNEtdKtmvd0RJV1BdWyTuijIs5Sbq0uOjw8Rmpp7d+/yz3/pq/hh8ZsrrotXF4zHHmLbGbuXqyXjyYQsKrh6ccGHj5+yDSM+evSMV1cbfv6//xd84Qtv8b/7o/9r/sbfXPH02afIAjg9B1nTiDcR3/jOh7z5w+9x8c1bjrQBw/EQMatRTJ2XVzcs1mv+y//qv+XXvvbr/MAX3/9M4/z/4sSJv/k3/yaiKPKTP/mT5HnOT/zET/C3//bf/s3HJUniH//jf8xP/dRP8cEHH2BZFn/kj/wR/uJf/Iu/7ddqaUGoUVQN3dCoChAlgWfPX6JdzbBtl/lsiSAuGYyHnJ4eUmY573/h89zOl+yDGHvislysuLq8ps4KHMfGGw6Y3c545y0dSZQwHZv9fsO9szPOzw/5lV/6OpYmY9g6+6hG0C2yvGQdhIyGLtQZ882GOE3Z+wF9x+Le0RHDnsv5nTOyouLy6oogiiizCsPykGuRZLOnamsUScZ1XE6Oj6mzBMc2yKIQqhLH1pmM+xiGQZEXmKYClLRNQ5qlGLqGYWjEcdK16soydV1zdnbSzZzKkquLaxZLH03TsGybPMtJihJFhDjYkwQ+g3GfIk7IW4k0jCEpUFQVrJaqKjg7OaSiopJqHn7uLg/vHxOEexxnwM3tBttQKE0dx3Yo84K+Z1GVNYoscDiZEschRVFwdevTNg1VmXF6OmHQdxFFgZZOyRFGMa0gsg9jFEXnZrZAVU1UWebxo+fEWY3b7+OHIVlaUtUlzV4gLSvcfh9KqKqC+XpH5Ro0vs/4YMDv+uCLbNe7rnArMm3ToCkaURIxn81JixzTMjk5mpLEEaau4nk9ZrfXOI6DNx7iOD1CPyYKElR1AHSstKzMMC0TFJ3BaEheiNRlS55l7PcxVR0wHA2RZQVRlsmrErmpUVSVi1dXSJKMYeiosoyuKAyOh4iiSZY1fPL4KfP5ggf3TxBFgfOzEwQB8qrucDirNWkeczgdoas6pmlR1zVpmtDUJaPxEGHtA23XIm2oKJrO5maGqpmUZY3t9MjShLJoyNKKLC8xTIMszVB7PWzTohWgqGpkWWMXrZhtEuarHUGQk+YBaVaiWgamqaPqOvtgj2kZuK6D5VjcbNb82td/nbpsGE8nDN0BSRqjIyDIMa4ho2t9ZMmjZxgMj47Y7bb4+z1h4JPEGQINhqbieB6GrjLwxiiq3EFe65osThFlheX1LcPJiDIrUXWN7S7i6mbGR89fYXp9WkXFm9qE+5C0yLAtA8dWybIM1zHQu1MDlssFkiBSVRW62nWbNggsFxuSNOHZp8/Y7wOOzs+R5W4SI8kKLXX3sU3ZLFfcuXPOZDpiNPJwHA3b1sniAFkQkEWgacjSBF3TGA/7DPsehiETRHvatkFEJMtLPv30BYqqdE1MpsloPKAqMoo0wTJMTk9OqIuSD7/1Xf69Dz5ARKStod/rkZc1w1Gfqs5xHQvHttns9kiyQlwUFC0s/Zib9WPStEZQFYI45pf+5df5o//H/4Q/8of+AP/w//Ffs/W3nZ1ZANeyuLh4RrhcUWY5WZHzzuff5Hq+oSkLLi6vcPsDFFkkizN+5Ve++pnG+X/nIvUv/+W//C2f67rOz/3cz/FzP/dz/7Nfc35+zs///M//u750p6Z2XZq2Ik8TdN3GcSyoW2pZ4OLiElHQ6DkmQlVRFyWNILBcr9kFPnnR0OY1fhhi2j1KRIoakqxiPt8Q777Je+++hTfp0Ts6RFcE7r/5BooocfVqxsHJKd/96BFxmlFhIQLvvv0mo1GfTz79mJvbGYpj8PDBOQ8f3EUUGs7vnpJlFWWWYBgGadLN7IIwoShrREXE932EpqHM09ciuBpFhLPTIw4nAzQFknhPXcNmF5IkGVUDdVMjyy1RFKIoCkGcoKuddEyiYTgZEfghtm0RRjmD4ZC6bcjTDOoSQ1TpyypxniGZNkenRyRBSFV0mSxBlIiyhPo1jcLyTDbJjmevnnN0NCBKMpJ0jQBosoJl6qiySJXXHIz7CKJIFESURUpb12iKgqlr1FWF0FqcHJxS5g2pmFM35evGj4SiqpBEFV01sXQXTdMIkwRvcMSnv/EbrHYBxycnNIBumuiaQbX3aaoKTZFRpa51HlFkMVuiaxJlnOBaBs9fPEPVdCbTAxRZRkol+l4fWVKoyqKDh6qd8E3XFUbjEbIkUhYZcQxNI9C2FbZjvbaVlhyfHaMoGqYzYLH2UTchQZIQRynz2Zr+SCEIIjRNQZRkBEmmLGtUQ0dTDfI0RzJkLMOhKpsuEiHV7II9gqKx3u+xFgp3zo5xHQvdstkGAVlZsdvucV0b03ChKQj8kIb6dTbPp0EmTUps1yTNCo6OT1jvAq6vV8RxyWYzx3VtTs/OMGWZKMoo84qybqlea0Fu5wuCYIehm1RlzdXNirxsQJYxbBsUhZqYqq4x7U5/gijQ1jWyJFA3HTMySXLKIiXZ7BHrmqPTIzzLYFYWGIpAFvvUEixnM1aLBUkUMPAGKLJMXRaAwnA4oGd3mvmsyAmjmPy17qaq6SjgrktLizHpSCiipHLv4Rv8q298m9nVDYZhYRkmWZ5jqDJB4GPpMnkSYQ/6uH2Ptq6pbAu5afB6LqqksFws2S633M6WHeNO0Tg7O0c1bKLLGU1bU5ctZVWQlxUiDZZtIhsSpmMQRDsk0aIuY/IkxjEtqqqlLLrIzaDvYhgatm1g2RpBuEcWVMIo7ij/koRh2Rz2+rRNw2TcxzVN8izj9vaa0+NDwijk1asr9ruYs9O7pOkr0qREllWODjrfnGt3CKc0SUjzgDhJKWqBSpCpRajFgqJOEKSa5XbB8xevePOtE/4v/9f/E9/+9iO++vVvEUQhmmXgr3c8/fYnjPoT1us9P/rjP8Q3v/mYJisp8wxdUdANk1qRyLLkM43z39fsvqatuuW7AGVZ0dYxw36f/qjHbOUTpRmmKiMKIpPhBEFTuV4t+PSTZzSInJ/f5erqhrKpURyLRpKI8pzods5oMKJME7bLNUdDk9F0RFOXLG+vcS0NRW44HFgc/MgPESUZ3/zwEXlRYOoSRwcDPOsLRA/usV7MGFgG9w/HTI7HFFXGtkqw5BZVhOF0TJimbFcrbEtnn6WIrUCepkh1jVTXHSbf66HJElWeIYsKpmaSFzXbfYBu6MiyhNCIaFo36CuqitW2KKqKKCgsFkt0WWUyHmAaFqpmousq8/kKU1WwNR1d1znoDbhaLVmvthiei2yoKJrMfrVlPBwjNC11XZKlKXWbI+sS69WW3/iN72BoBrIgcffOXUxDRZFc2rbh5PAuh0dTnj59Si7XmLqCv92QVC1HRwccHJ7y/NkTojDB0HrM9gsMU2Y0PmSz7qCoVfmK87O75GlBz+1xcX3LenfLehfiv7rh6nrOcNjH7feIo4SySDE1Cc82OT8+JPI3KGLN8eGQ6XjI448+4t133+Hdt9/i2bMXbNfrbjsmCLBthyiKkEWBfc/CPZlS5hl10215Hh4ekVcFhmnSNiIXSUKaRDRtH0kSoeoO7LfrDW3VdCvFqmA06nF25wjLFinzku16h6JJKIpGmcVIgowoquz9LWlWosgqsqLQigJl1bLdhZRNy/RgRG84Ik46AoTStjQNiIqMbbsYmknbtiiyzH4fYTs2qgJ+GpGVOcv1llP1kLqVuLxZ8d3vfcqjj18gCQLbzYbNVmE8GFK2OYLQ6ctXmy1xmiBIIppmsvUztq/mqLqBbTrUeUmSpuiGgSEKqJpGWZY4rkNbFSyXC9penzzPaQWRo+GYIkpIGwFVVon9kGfhU774/tvcOTtk6Jr0vRMQWvKiII596qIkTaOuMGsKmi5RFRlpJlNXFVvfJ00yFFnjYOKQhAGPHz/l3ffeZTIZkWYxqqKh2zrvmBqXiwWfXi6wex5VXYMk0QotqipT1QW2bTDoOdA0lJbGweAB+/WC9XzJ9PCIFy8uaJo18/mKg4Mxk9EU07ZZB52RuF8L3L72dLkDjyJVGI9GIAuoqkKalpRVief2GHo9FFmhbEqKvIC2xTR1fH9DEu+4c+eM4WjE1atbdrsAWdeYHkypayiKkigKEagYPXyjs1/vtzSKiCBrFLXI06cvGY0OGHp94ijG7fU4Ohh2MIQ8Y7lcsFyukSSFOIqQFJng9cdGaNF0hbrN+ejjD3n+f3vOZNTnK//hj/ODv/NzfO79h1xe3PD40ce8qGtuLq547+G7PH/5nB/50R+kFd6jblsOxkMESSDJQvIqZ/A/iir9z13f10VKaFsURaStG5qmoWprdvsdfc/jZhORFTVDz2IwHLNc7wjLlO999DFF1a34rq9uqeuGJEuQFQPdMGjSDEUQGfQH3FxG9FyXtgHHMqnqmjiIcYYD+n2HINqjaQZ9t8fdkwOKFu7fu4ssScRxQCvWTCcjHFnsttF6KrVQ4Tom73/+TYRWAqnbwtrYKkopEBYZnuNyNBoydM1uhaPKxGFAYSrkcksSBUzGQ+KkQFE0WiQsy2a97pLpiqp22wKCxH4TsNwk9HoefhgxPjxgMLa5fe0EOjycslvv8Ld74n2OrBp4hk0UpRRpBqqE4ZjoVUMptB3FXDWgLBFFAVnSKBqZ+fWGXt/F1DTW6w2yKKKqEmVeYVs6ithycjjh4Rv3aeoWgZYkzpEEidntjDgu2G5CVLULs1ZlweXlLZpqYuklOSVxGOI6Lq5n8gO/4/P853//HxHEFf3hBNsykQ2FMM9Jk4TD8QBVlTmajLl/7wzHeIs42FKkCbpq8OjRisX8msFohG2ZiKKKv4+wLJvRYIzXG7BYzNist7xx75yjwxGbzfo1jLRB1zWKIidLCzRNwTQdaAUkRaGMUxBLwjB8HZ7VmOtLvJ7DaNyj19PJywxRgJYGVdaoG4m6gJvrOft9wu/4HW+iGgp5mWJYBpeXG6qm7ZpQWgFFN5AFeP7sObUwp6nA0k0MtYP2yqKMYxukSY4oqPQHLmFakQR7qrohSQvysuHJ88c8f3lDr+dwfn6Hm+trZEXi4PCQy4uXDIYjVE2namvGB1Na4Pnzl13jkOui6QaCKENRosgyZVFQVgVB0CntkyhkNOh3eUZVI88L4iik5/Xouy5ULWVRoUhqh+6JQt579x5lFNDUJWVRkmQJbdvS8/pAy94POD07QlUVwjBF12yCIO2EnbKK5VjdqliUyLOMi4tXCGLDaDxisV7iOD36nkPftTG1PaIkEvk7xAbee/shcpsjIOM5NqbZnQEbpsGdk1PKgxGXl69wvAG6blLkFbIk4Bg6B8cHxEnGbrWhykqKNEESBCRRZL/ecHpyzORwwsvLC6IyZjD0mHg9Tg7HmLrGYrbE0DT8ssJ1DURRRNN1PM8ljBJ0zWSzCylKMDWZ6XRAVpTMZwu22x26pvH442c4jsnejzGsmLxoKSqBFy+uiIKc/nCIYxsMehZ5EpJlCXlVMRgM2exiQOLk5Bhdc7i4uSLLu0mzpkogtAiKRtl0k+P/8r/6b/i1rx/y+c+9x+c+9zYP33uTx89e8uQ3HhP6ezzHwd/6vPXuOR9++2MEuSEvKxoqJtMxrut8pnH++7pIKYqArskEQURRlVBV2JaL1zO5ezLFEA0SP2ExX2FYJqDg9YYsljsEUUFSNBRdxDRMoigjkwU8w2TkOJyenDHyHMY9F9sQ6Hv9joFVgaIanN+7x83tLfsoQ/ZjREFkt1zxUrnAsi2yrKQVGnRFJswL6rbAzTxkWaQ3dLAth7ppCcOM4cjDG41YLPdEH31MkldIqowiiBwdHeL7W5aBz04CibbrmnNspKbGcS3iNKIsfIqiJMuyrsNJkLp99M2OzSYl3Mb0vB6/8tWvY5gWRZ4zGgyxLKNTnpQlfhCz2G1Z733CJKHVZMbnR5QCCLaOULbYmkFaZHiDIYokklUVSiui2h2mRaAl8ENEUcDUVFzHZtT3qJpuxds2FUVZkiYJo+EERTH45NHH7IKQKM+5Xa1xLJ2mTuk5Fq43ZDI5YLPaoKoKSZagKAplVeL2euzCLYgiVdtQZBlZFKAB7771Bm2VsZ69wjUb5OmIXt9EHhhsVnsmY4/xuN8ZSzcpitoBM9uqZrffI0lid95hW2RZxtXVNXVTY5oaSRxj2AZRGLL3IyS6YGUYBOiGjSLraKrOcGQwny3RNYWyzAjDhsm0R0uLbZk4js1qvaEqQNEMwqhgMQ+IkpTZYs1g3OuI/aLMcrtBkEWm4zFe3+X6dkaeJCRpRtM0eH0PTVUI9lskScM0DYSmZTqesNnuSYSKFhHDshlODtntdlzNlpS1gGnZ7PyQNM9RDR1FVkCUKBq4uZ3juQ6iJGPaLvP5LW0roGoqbq9H07Rc384QkBBFibouMS2Tq8srlEak79g0NMiagmZqGKaBHmhkaYqqyKRxQpGXiJKIJAoUYYyh6tRijNgKnJye8uTTZ5R1jWI4fPrpE4o84f7bb2HqFvP5c3b+FY7tEO4yvJ6MJinURYVjWbz99kPCMGB2M0cUZV6+uOD47JyyEWlbqPIcP7hFVhVkWWGxXDBwLG6urxn2Hc4OJxiqgq5pqKpC37Xpuw6SrHI4HrNabZiMxvQ9l6rMCPZ78jzH0HT6joBpOkxlkaIsmR6MiIuUg4NDLubXGOqga44pSwzHxtRl6rKm37exbY2iyNA1HUXTSeOYvb/Bj1K2u4DxuMEb9DENiaIoCcOUrR7iOBYffvgJoiAwn0VcXlxRNw3np6fEWY6eJdy/ewfH1omSAMvWaNOWPI3Is4S2lTBsG8MwGZdDVF3FMNROEJuUeIM+iipgGRpJGLJeLfjOd0o+efKE0ekx53fv8GP/8Y9gChqKLPHy4oJpM2V2e0ORJ4zHE3RNpjfsUTbNZxrnv6+LlCi21E2JKIooUsdpE2WJNAg4OpgwHhzzyUefkscFti2hCgKT0ZTVak/gR90hYRyhCqBKLTIdqkWxDOIkpG4qBAnKpuWjj19g2SZB4DNVZBzXRRBl4qxgs5uhyQqypDK7WXBwMMZxTDabNZsoxtQlhj2TzSak5xpkadKJ2fICQYSBZxClFbYu8c6bd3l2eduFMU2LYd9DkwWGnstyvkBAxHU80jSnp+soskrbCjRt25lWBSjzClXRybKUNC/Z7Xy2mz1hloCkEG7WDPsj+oMRbVOTVyWoGtt0xcvFLa2kIBkdoaHbgqiomxZZkpEFERmBqsgp24oGGI0HKIqIoAhEUUiRZrR0gVTT0DAMk/VmxXy55ujoiOnBIUEQs5hvWM0viJIUzXTQDB0/CJjd3jAdWrzz1ptYVg8/jAABrz/i06fPefL0FYvlmn2YIGoKSAKSprKLdxRNhaToXN9ccedwyNnxBEuXMHSRsgwRZQWvbzEc9rBMk7ppmM3n5HmO7/uAgCJ3gVBdV6ibhqvra3quhWXqNLpKVheIiUBdlQx6HqIoI4oCgR9yebnEcTwCP6VuIM9TgtBHElsUVWK9WiGrU+qmwbREWmTyrOHZs1dUlUQQZtRNyz5MqSVY7XZ4wyE736eVGtb7BWWTg9AQRTG6YaDLCqqmI0sCfc9jOhkiiRKSDKbtcLvacPXiijwvmR4eIEgSFQJSC4pu4A5E8rpisVl2fOYmYb7ecHk9o65LNjudg6Njrm9vCPYBgiShqFrHt2xqZFXC0ExkWUEQwHV7LJ0594/OGRwMWO3WneW2qroGD+iCzHmD1+uxWq5oqgpJFEnilN/45ofkecTA8zD7Qy5na5AUXl59jziOOT2Z8uLVjLtHp1xcLYjjlJ7roksS9+7dx/dDnj37FMf1cNweVWWQpJ3BWhBkbm7mbP2Ii6srbMckrSIcx6Zua9b7PVEQsNl0wVxVWmMoEo6psVZlmr7H8fSQ5XKFv99hGjqKJCJJAk1VEYUhk/EI0+2z2O4omoa4LfGjAFERKJKSoujMykLbnc/lVc02CNj7exRJxLINJBmqKiduKmaP5q9ZnC1ZWpEXGbvdHtPUOTw8ZDQcEvgxoihjmQ6H0yOur6+5vr4lywsePnyL0aDTwduWjm2peJ5Dr6ehGgbbXcB6G3B6eMjV9YIoCrm+uWE0GnYuLqXFcS0KuSCK9vRcG8txGPcPMC2dpmpom5ZwveDnv/ldLMvlx378x7h7/5SDOyfIssxb9+/yxtk5pqFxcjImbXKWW/8zjfPf10UqjmMGAwdokRUZSVLJs4IkzakaH011UTWVxe2SuixoRQG718PROjV7st+hahJ379/l4OCAnudyO5/x/Mkz/KJl1Buw20VstyuKIsfQVSQRiqrljbdsDN2mrkK8Xhfis2yX4WCIQI0iizi2RZHGDDwP1zahEcmyiu06QDcULMtCakGWNQRKIk3kcDxiud1g2zaqLCMJYodokU2SMEXXdUzT/M0/1M1+C7ScnpygvZ7dyIpMVTQIrcjJwTkvnswJ/IikhFaRqMoKSYpIsow0TSiamjBL2MUx3nhM9RrjL9Dh+oWqpkkLWlWkEUv6vR5VUVA1NYauoWsKpmUQBHtsy6Ln9RgM+ng9F9/fcn17gyor6IpKnuXEUYxpGFRVR2i2XI/5coWSl6RpgSiq3Lt7h8lkwnK1ZTlfYVk2wT7m6YsLPn5xie0OKQSJ4WEfSQRBltBti2S/J6sLmlpGpOXe+Rn9gUNZZcRpiu7Y1CUosoyiiqiixmDQ59Mnl1imSVGVKLKEbdmYhsaw79JWBaos4zg90iTGNA1AIAhjmjJhOByCAIIkEQcpaVxiOTb9YR9VURAREFped1meoxsaUZIxn/m8fHHB5cU1WVGT53XXRm6b3M4XiFsYT0YYTp84r4jSBFnWiLIEWRaxvR5VWSIpErv9jjyNMXWNyXhIVTcIksSjJ894eXHF1WyL47ic3rVYLGcIoog36JNmBUleUDY1WVoiChKaqvLps2dERYala8RZzuXNLVXTbQsZlkrgd92haZZ2g7nWqeTTNKMsc4os59Xzl1R1itl3AIGmLhAaAU3VCMOIOI5wTAtGXUu0JHa0ik9fXGI6Jttgxqv5lrxuUFSdMk1xbJvrm1X39X7CcrXl9PScLE1ZzhYIooCpSRi6gmVbNLSIQudYsmwL23KJsxzP62OZa0TLQbRsTNPm6uqCLIppTBNJ1TFsF0VXGXo9DscDZLlToswXc3Z7H8syaRqRpqnI05RefwBi1/gUZQVBGCNoMmEaors6YREQ5R2r8KDvoLQlwX7N7PYCU9PQFYHJ0MW2eximimlatK1Aez1ju/MpqhzF0Cj3PkVZMplOqaqa7WaLZZp4PY9+zyPYBaiagWnKCKLEeDyiKTOqIkV1NWxTQ5JaWlFCVzT6gwH7IKHXc4mTAjFOuJ3N2fsSlqtjmRYaMkmbIakShqGgKTIP334TWWh59uwZbSuQxjlVkRJUFf5+z6/96ox79+8y9CxO7hzzn/ynX+HJp89QZQF/HbLb7z7TOP99XaQc26KuatoWZFFAUlWKHJqqRbMN2qZFURRUXacoig4bE+xQhIp7JwfUTYvlmpRxQLoHrU04HZg8/NEvo6oaYRCyWe0ZumfsdyG7IEaUVPIcnj+/pKkbHNNGMwwKuySJE1abDVka41ganmPw8M37WLpOHISkSUpTKxR5i6q8Pigty+4/vG7g9R3CIOPdN+/x/OKCWnWZrTZd91ID46MD5vMZumNiui6L5QpRkSiKjBeXV1A3DPo9+p6HSHde9J3vPOpS9oMJiSgiSBKSWDKbrRiOR1RVSdPWlDR4Xp+67c49ZOG1ymC7R6tBkSTiKkIxLQyhxfVcdrsNsiQiAr6/x7Gsjt7t2gw8h5YGWek8Oigtpm7hb31MzaLtiDbotk2alJ1ZtyzRNRVNB8/rttmytMSwHeIsxTAU0rIla1qC1Z4ozwiz7tD4zTfOUcWG88GAad/FUEQ8r0cSZ/j7DYah8vCdN7Ath+fPX/L40SfcvXsfyzQwdZUvvP95GmS22x2L+YI4ilBEkZuLGwYDl7KqcXoSOz9huws5OJjg71OSKEOUNQxTIwpjjs4OKYsaWVZoabEsFdOYoqgaO3+HbunkZc1y6xNHKau1j6TqSG3D0ajPfLWkPxrSCA2KopLkNVc3C6pGpBUVpgfT1wBksC0byroLrbYtg/4A47WuJAxiDNvio49fMF9uqBHRjYYoil67A0tevXpBmpeoqsbh0QGKatAKsF+uWSyXr7dmNELfp24bFEVDkRXCMKSuG9xej7qp6cIg3blwkeW0po2um8wu5pRVxge/5wMM0+DFi5e4roftOLiOzXKxJM8rBl6fLE9p2m7y4AkurSgQ+H7XwKLp6LKIM+ghizJNU7Df7bkSRNx+n30QIiDgjQYEYUwcVViGxmg65erign5/yIMH97idL8iyAkWW0XWDO3fOWUURflbw+NOPEZoWVVbJi7rrZI0iKEWGjk1elQiyjKoaVE2LpGjkeU3bgEhLjcxmH+ANRsR5hR9EiKLIoO9RShUpNUESIesKZZTyw++/R882qKqGf/W1ryNJErIEg34fWRWYTofM5ws2mwBJMWlFkcFkQlML1LVAlqbIioahqMhy5xSTBNhtdkiixNHRIVfXN+iG2slhFQFFM2nbEq/vECURcRxzdXmLqOiEfkCNjCJJjIcDGkQ2mxW75ZrF7JrJYIquGciK2JE04oRnTx7z4I17DAc9irxiudwiiS1e32E4cHjyyS37tc3c1rm6vOLNt+5xdDrh8Ucfc7uac3R09JnG+e/rItXUXWh0OPAIo5Q8q1ivfcIwo8x3tKJMURWIksBqucHRD5mOehwfjZjN5xwfHlIWBa53gqopmKaGoem01DRNxehshNikWI7NnbMfZDXb89WvfYswDslrFUmU2axvUTWN0XgEQBj4r/XsCqqioMndIB2GIbIkIwgChqJ0JlnJp21BURSqqkQWYDTssfV9hq6JpsuYioau6NQNmLaOmxUkWYFqmBRNC2WNZjhkaYzUtoiCTFvVtLJGEicUVc3w5Iinr2YESYKASBqntGVJK0topo4otMRJZwRWtY6C4PV6JGpOHoaIZY2qa4jINE1DWpRUtDSSRBCmWJaFIitMRmPSPOlcN7aBqii0dYXQiui6QRiGGK8pzIqiUnesHWRF5KA/5er6EqFtmUzHjEZ9VN0kiBe0gkDZClRFhdUfMnt1RdV0rDihFgi3e1Lf497dI2gb2qJEEGUkZOI4I8+zrkjsQrYbn6Ko2Wx88vRTvvSlLxJHGU1dc7vYUOYlZVXj9npoqkYhgKBpvHhxRZo2hOGOosgpy5YwTKkbgTBMUFQNRVU5v3vCermlblo0XYO2W6HIioDX97A9l8XzK+I0RxIlDg4PaAQIowzX7ZGWGUdHR+zCLXt/T17WeEMNdzAkvE0YTcevczQpoiBimzZ1kdPWFbIkAQKCIHM7u2G++phdkNCgcHp6wtHRAS0tkiShqCbrzZrBaMxgMMTt90nSjCSOuU4iFFVFM3RuZ7f0XY+maaBuOplo26HK4jjummcUGWgRJQHLtjE1DVHsaONCmfDsyRMGw9FrlXo3odms15i6ia6qBGFEU9eIEuiqSq83IiszVFUijlIEqcG2NHRZxNB1Tk5GjMdjDE3nycefMl8vOT455fTokKbM2K7mIAqsVkvCKGS13vD++19ANww0zaCuKoI8J89SqqLAc2zGozH7fQdOLqoay9BZb9Y0lkZVHBLGCVnWUlktQisiigpxnmFoBogScV4yWyw4v3OPk7NzlOUKURIxXJv56/eyVTqB4eHI4c5hn4FrE6YF7z18wGy55ezkiMXiFiOQGQ9HhEHKer3n/O6I6USlkVSeP3/F3o8oy5Jf+/pv8PYb95lOJtxeXiO0Nb6/RxQkDFNn4LlMp4fIsoiqCARRSFuXZOXrrmDNQNNMZFXD0AqitCTNEnrGiP/4P/oKT58+Idnv+Np3v8XNdoNnu0htTZ6qTEd90iQliVO8/oA0ydltAw4mYz73/vssbq9oq5wkDBj2ezz66BG/8N//Il/40uf58gf/Hsenp3z9m9/8TOP893WR0jSNqqiJqhAEBQSJqmjZ7yPqImV8fEDPG3FzueDg6AjN1NBNnbv3zlA1GI/7TMcTZEVBEFvyPCXPEkRRJAxSkqTljTfusQ9ComTH0fmQ36V/ievbDZezW0RJYXJ4SOD7LGYLNF3DNs1ONtgf4jkmpq6QZ2mHVgpC4kThBx98ic16zmK5oC4qRpMJgihhWhYNFYaucHpyxKDfw9C6GXq4L7i9nLPcbF+HMB0M0yErS2xviKCoaJJIkpcgSFiCQpJXNKLGYr9lF6f46wBZlJAlBUlRWe8DpCTFMnQ0TUfXNQzTYr/32e335GmOXHfsPuu1M6eRJfZZgqGYKJKEoksUZYUpq2w2O5xep9xQVBGhBU1RqMuW9XrLdrfD0A2iKKcoCvTXnWFFXuD2TBCP2W+2tE3DbLnBsiv8OGG5XBJkBbswwewN0CybMoyQJAVFlrh3dswX33nI8cGIIPDJsogyy9lv9oRRQJpFyKpC8PEzRsMRw9EE1x3wve9+j+FwTNuCQEscJuRZgSwrKHJH8W6BxWrL7HpNFpbcuXMKZkNda0Rh56+K1JTBoE+/7yIKLX6wRRQlNL1P21SIUoMktURpxnq15uZ2xnh8iKmrFEVBFMUYlkUQRui2jmkbhKmMJCnUdUNa5pQiTI+mKJqK1LQUadYhfKQc3TTQNA1VlKnahlaS2flBRx5XVDRFwfd98rJANzS8fg9REji5c4c4Sbm8uqS+ukTXdMqiZDwcMxjA1eyWggbbsqBtqaq6o5pEIXkhoRkaVVUjqwqGaZHECU1RkrYCvb5N2xNoS5O7b55jWhZREJOmGcvlhs1yiW17CKKI0LQIAiiaSJHHnJ29BTSsVnv2WkDT1JR1hmlqnJ0cMBwMyIqCJAqpqbqOyqJgv9/iORbjSdcQtF0vybIMWdMpyhxVlmnbmtliziZMyOi2YC9vLtkFATdXC+q6YjIZc+/4DuVe4c2TI+Ik5eHbbxBEG1pR4na25OXzC0bDCSDQVCWSLBOEAUnxrBu004LBwENWFBTVYDI+4HY5R9clRqaGqcloqsT3Hj2jaWA06KGIIrbTY7VY8tV/9W0cx0WVLZaLBeODIxoU/CjBj2IEQSCaL3AtkzsnxxweTFEkie16g+46KLLIyekRrttjvVpRlvD02SsOjw9Rnl9RVyU9V8I0XBRNJgpTRqbDcrXm4tVLRFXl/fc+z9nRmBeLBa/mtwhhhGvoaKrGnbM7qKpEkabsyghRkDrs2tGEum06tmVVsdluyIsKu+eyXa1Y3s65vZlz994Dfv/v+9HPNM5/XxeptgUEibpoqNuStpGIghTH8UjTmsVszdXtIxa3M95+6wHW4YQwSXnx4oK+56EqOn4YoWkyqiK/JnBX6LqB23NpGsjyAkPXuqxLXTIY9xBkiQdvP+D6asHjT17RtBDHyWvmmogiS3z00UcMBx7DgYepqXjeCE2LECWBpqkZjUfkRcJ+u8ff7pkeHaIoCnlR0NQllqGhSAJtXeC6Jqpi8tF3H7Hd7JBtm7y9xfFs+sMhQZ7x7OICygpdEjk6OWT78prr6yXboEAybIaDEW0OpmOh6CqKLJOWry22lo2qaTiOTVs3r2nWDQISRRqTtzX7zRJRFDmZnLDa7QiDALWVcGQJWRKgbXF6Lj2n12mqdzmCJNC24utVo4BlGdR1g67peF6PvKpIkgRZVpm/zpPs9iHXF9cIUotlJzRtiyhKmKZDXoJlOaz3/mvBJeRJTpSFyLJCmuZEYUTblKiKiqKoGKbFzt+TJAVZGpHGBbPZmjguMEyHly8vuXPnLrKi0ff6xFFC0zS4to2qqWx2O1RZQVE1jk7PsD2PTz5+QovE5cUFw4GL4xgMBkOyzCfLEnRdom6gqgscy+pAx5KC0RvwS7/8VeKk4PjkFFkWaBFAqBmPJ/T7Pdbf+g5R4ONYdof6QQBVYdTvEQY7ri+vOJhMWa03QEO/3wU5m7KikeF6dovn9sjKin5/iB+EFK/P/oJtTFEWnJSH2KaBqEis1+uuCNEiiqDrBo7tsN/tEdqW6XBCnCS0bYMiSFimifF6FdWUTfc+ljWr/ZZoF+PoBoamgwStLCAbJhkNeRzS1DVh/P8h709iLW3y/DzsiYh3ns587phz5jfV0FVd1WR3q0lKpE1JpkWANqyNAW+8MeyVAS+9MmTYOy+0EuCFYYGGYZqWIQKmJVEmJZHsZrPZXdU1fVPOecczn3eeIrx4U720a1vgXeYiE3nvPfGP4fd7npztegPaQhjJ7m6H6RsePrnk2SdPyLM9N1cfPlpqQxazCd+8/gbajk+ePUfSUeUpvRDk+RHfdZlOJb5n07c1aAfHtSirnCD0OVFLomSCsh2KouJwHK4P33/9EmO7RLMZvejJihLLHqgi4TjG8iQ//v3f4uFsSnoo2R93LE4WZEVLjUK5EcJx0bpnNp2z2W6x/YC0rHCDBjcIKOoWIy2OmwOjkxkvLh5j6YJ6f8vXX37JZ589x7UVdd1xfjInLWpmsyUniwu++vIrjHFI4oB3169BWHRaUFY1nudjDEzmc1x/qGssJmPOLs4xErzAJ8tKwiAaNsfpDiNs0qolyGv+9M+/4rPnT1mttvhuwWSc0OseaTRNW/Hik+ecnT/g7u6Wss75m3/rb/H3/h//T5ajCf/T/8n/iLP5mNDzKbOcvm8p24Yiqyge54RBwJ//7M8pypzQjyiKilev33D+8JJf/fzn3N7fIy2b2z/8F4RB8mut87/RQ+rt+xsuzx/St8OW13IcpLSJvIQwcfnTP/0Z20NONJ7T9YPx4fLiYkgRpSmH7TVS8bEQrAlCn8kkwbFsoiQCI6jrweGje01bNcSTCbnf0OuO6WKC/vIrHN+j20v6usPKS1zfHf5MC/bHnE27w7VtJuOQvm24ub7h8dNz4mQ8XAUeMsqiwg1c4shHCABBW5YI16HrWq7vdqRFzvOnT9j2LV+/ecWZOKV1Lcqu5dg0gwdHQRN47HZH/tXPv2K7KpCOjbQll6cXRLOYqirImxohBuZZVdVYlk12zLi5uaNtG2azGa7n0OqGQ10Qhj6nZyc0useNQ5TuEVVH0/fkZYXv+RRVyet3BybHmIcPLz4OZEMch0jHZr3qMMaQJDHKsXHqnqpuScZjru83bLZ7hLSwHReh3IGY4XpMpjNubld0VUO22SB1z6OHD+j6jrIosRz41bcvsYXh7GxB7PvYQmA7NlXbcHp2ymw6JwoesN2s6XrNYjqnLipG4wnjyRTX8YdH6PWKtu3QbYP0XSzbpS5KxvMZWVXy4ec33NytCf2Yy4ePCT5WGPK8GIqRTYNSFp7n0PcaIRW7Q8b2WFD3EI0nTGcOs9kYdI3jhLieg0Hzi5/+grqqwPScn56TZhkaifJcGt2zbzU3t3fsD0em4xGz2YwsTfnJn/4ZVZZjgLrrOF0syY8ZRdXg+yGb7QY/ieh0j5Gw3W1JM4VlW1iWQjmKvm4IgoDRZMphtaNIMyLPx5NyePfsW0RnaKoKDNR5ieihrGruDlv8KMbzoapqhOUgrIrd8YhyFPV9j6MsHKMoixKlbJRlc3N1T7E78MUnj/nBb31BMg64v+uGDWHTgsmw7RGL6YSm9emaCs+2QEDgupSui26HGLNuS8LxmNl8Arqj04o4DEizijSvuXp5z7sPN5xcXOCHEeFoTNp13O7WJNMJddcThS1oQxxF5IcNh5XkqtyzWJ7RHDWr7Y5f/PIlTSv45puXPH3ymMsHF6RFSTKZsd2v2W/2bHd7ZvM5ve6ZjWbEbkC+PZDuN5xOfX7wve8iTc1kFHH6uz/k7dtrug7qpqNqe1b7A2VV4/sGx/EYxVNMC4f9gdh1CLyEb799Q2y5+EuXrq4h9hFG8+LZY7b7I33bI5Sg7zRxEnO/3tP1PavVjqqsSKKYND2wmM0wSvD6zVs+ef4pURDy4MEDlLTwPZfZxQmtsvhf/S//F8Sey2ISc9zu+eWff4XVD5zMIAoJw5BHjx6AhMXpgvVmy353YHW94v72nvOnD7l88JBf/PwXaN1DLzgc/zUgTvjemLdv77Cky3K+5PZqx/p+hx8ZNoeCl+/eg3QpqpK+6/Bch/u7NZ6jCAOXSRITBC5Caozp8T0Hx3axLQfnY1dESIum6Wh0w3q9ZrXfkVcNXjTCSIckjtltMywhycscYzouRhEYg1RycODEEav7e+qmZDFNWK+3XDxY4roSz3P58OEG3w/h4+5bohFS0nU9aIPue1yl8H2f5eWSxBJ8c/uW1hKkbc16t8WORsgoxQ097quCTikePf+M1e2fcbI4IZ5H2LZNVhw57g/4no8UEiMlwlhkhxQpJcpWWE5IURZoAVgW81GC51hUVTHEnqMYZUBKSbY/0CqFa9vUbYbn2gP001KEcYBUktl0RlnmhJGHMZq2LbFswbt3b/n25TvGswWvXr0DqTjsdviOwnJsRMvQT7Hh5GQ5XDl2Gi/yUI7DMU0RwpCMQqQt2e7WuIFNr2MsrRFCg9RMR2PqsuTB+Rl1mfP40RM+vL/iCsHt7T15XjIZJVyeX/Lpp89pmhbHs7ndrHl3fT/oRHyP8piRly3S8qmbDsezsV2D6zsoKTEomroljkcoaXG/3lC3ml2acygbaiCcjsg3ew7HPb6rgB60RkrFfrNG9wLHsunboRx7OBzxpMSYnsVsRlkW3N3fcX5xyvsPH/j225fsNlsC38OPIs6mcxSGKIkxHYzHE6SnKOsGmgbfd9G6o6lKwjCgqitm8zl3V9e0XUuTl5THDNO02Bp0UxEkMVVe0rctLYJO99x+uMHzfaLJYKM97I8cbzYD/zKJsQMbp7NppSFraixabC1QxuB4HsWxwg8SHBTPHj/mbDrCiRSj8CFV1XI8pvQC+q5jFMbMFg+wBZi+4ZimpMcjDx894urqhvvbK549eTzAi4XG9mzCIEEphbID7tav+PbVG3ZpSSHAC0IqbchNx67IkKUkCnxC1+P67QdEFJFtcv7TP/wZP/rBF/zwd2KaviPxB5zYbp8SjcYIadF2hm9fvsKyHTrdMRqPoWvZ7rbkZYYwhsePniFdyZu+5uRkQhQ4xElCXu7xQsXDh0vKQrM/lvzX/80fsz3kzGYzPK9Gb7bkac5yMeP3f/cv8e7qeniKOB4w0xGSnigIiMOIuq04pikGsB2X9WbPfDHn6bPnOME9jhuSZhXXVzeUdcM+y2m14fb+Di0E1vsPrDdb/vH/5x8TRxMeP33Gk++9YHE2I/FD9uuU//j/9J/w9tVLAldyOppTNQ3JeMoPf/x9dC8GG7OtePLsMZ+9+IT17T2ruzWy6fmdH/8I3w0pq4LxeEJVd/wf/sP/4P/nGg+/4UNKCIlle2zujqT7lrbuOB5yNruCXlhMxhOub1coqbhPD5TpgfOTKYFnMx15zCcjdNtRVBmz5ZTZYo4Qmsl0QtvVbLebQclgO4BE2TZeEOFFgs12z+JkirIsiiwlcB3yw47nT57wvd/6Dn/4R3/EYZfy8PFj+rrhdLmgbSu++O5nlPmBwyFH9z19r/E9j7quEYjhWsVRGC0wSqIsiZAWUeTz+RfP8HwflKbU7aCYbypuVmuMsTimGeEopGpaXC8gb7ZMT6c8+uQxhzKl7VpcSzCejBhHI47HI0ILdA+NbkHw8d+TdBI0QNdTFBVNOfQ2wjjCtiW91vRG0CDIDns++fQJp2dTLGmIooimLuiNwZaCuq3RRuM6NtvtjrzMWdinbLYbNrs9b97f4YchtpQ8uDzli8+e43kuZV7iui7r1YauKVAKplGEzArW2x2WpUD09F3H5eUTvvj8GbvtjrZpiQIfLQYT62w6Jj3saOsaz3FIjwd2ux0nJyes1lv2+8PgRooCuq4higNwbL66ueFQlcRhjOPHrNMtRa2RShCHIZPpiMAZ/l9ZljJbTECA0ZLXb97z6v17nn/6Gbu8ZlPmeEkCjkKbnq6t6G2PIBhR5nt0Z3jx/AW77Y78eMBSgovLS8oiRwqNwrA7piAF0lG8vXrP7fUdo2REGAbkTY3r+7iRS+T5NE0D2mDHLk7rcre+53R5zqefvaAzPX/+k5+g+0FtodtuiMhXLdI1mLajzkv6rGGxWOAKi9PRlP1+R15W9H1HFEVEcUzb95i2pchK2rIeduZo0mNB13W0SrBcLujKlmKf4hhBpzV112FQdJbhT//8J5yeRyztGY4fcDwWbPaDkbkoSoos44f+95g/OKFvGyxLcX+/4v7mGt+W/OiH32cUR2AG62/dVEhhsCybMBqhbJes7nnyyafsm4J9UbI9HslNx8XlOV1R8fD0FJoWv+3Yb3d88vAJXqUZxzOuPtyiHAW2j0bguB7xbMTN1RV5UTAaz0jzgvXmDs+12e22XD54gFvZ2J7N/eqGR5cP+Dd+/3dYzkICt6fTJUZL0o/gZKMlpydLnj99wr/6s19RVC15XtLWLY6t6Jua0Lfpy5xvvvmas8WUk8mI/HAg8RSHw47T4AzPc7m+XZFmNTe3d6RZznQ+JhklbLdHdF+QJDG267A8PaOrG7qi4PEnz7h89Igf/eW/TByPhqCLgC9/8RX/9L868Nd+769ycTrmbH7Klz/9Eld43O+PXD645Pf+4He5fHBK6DvMihhthnWjpsILAp5/8QLP96ialt/64XeRrkUQBuSH9Nda53+jh9QoHlFlOw77FCkaXNvj9OSc9ebI/W7HKIw4+c7yo0pakh72CNNweXlKnh14+eZbzk9OsCxBXZXDe4Jv8+7ta4RlEcURp+cRTd2xP6QILQi8kFaClCnr1Zr9dkt23PH44gE//N4LFssJnm94/vSMtoGz0zOOaYbpagJ/wnQyxlmOWa/XZPmROIqZzU7YbTbcXN8ymgQEfkBvOvpeU9cVGIEUglEScMxKdODy9NkzWgFGGhbLJW/fDDibpihIxiMEAjf0SJYRpSm5v72F3jCejHF6TS1K+rIhiUbkZUHTdEhbDkkBCY0Z0mJhHOL0AtNphCURto22JRLBZr8nr0rGo5C6L6gaj7OTBaNxTHqEOI5QUtH1mtFkznG34+27D8zmcxwvJIgSptMaoVJ6DX3bEkcTZuMIgaCtSozWKKkI/ZC8LDGdJgkCVjc36BouZzPavubdqzdMRwlJkrCYTzF9Q9sU2EpRNwVSCpquHR7wiwLP9UmLkrOzU/y9TxQnpMWRpqvwk4DGQDJNaGwL3cDN/T331/f4tkeSRFiWpO9qRsspZVnw4eoDQrwAS3J3u8JoQTSakzaaEkHvukjfZXczvLm8ePyQtmn4+c9/SVtp+s4Q+j4vnj6lqmuub2+Io4jJdESHQVoWRduQbzJOH55x8+GGxWzBfDmnKHK8qmQ0GrO6v+OYHuhNx4OHj1CuRb/pGUcJLx4+JnJ99kWKH/hIY7CVzWG7py0bZCPImj3p+oAuGgJ3MO7SazqtCYMIISRZWTCefOyAKYVT2XStJjjxSUYRruMMvizHoxWGm/c39G2P6kD5AZbr4gZ6uH8XNsfdjjdXN9wfVoxnE+7WGzbbA0EQoKQiGcWk2ZHbmx7PtXEcmziJaOua6XTMYjZlvbrDcT0c10VJ2O2OCKmo7nfcr3ZkRUWLpsfgRyHF6h6Uos4KJoGPKAtePH7ESCi+6V8yjm3mv/UC2wbLtymqhrubuyGG7iu2xyOr3YF3VzfMF0vOT08RUlA3JUkc8uTJQ/IyZb87cPX2Deu793z3+8+ZT14MnzVLkOctruMiP57AhYHJKOY73/mEX375NZ67JNvvMZ7N5GJJEnrY9JwvJzx++JgHiyWr3T2H3ZY8PRAnCcod6O2/+PkvOWQVURRQVEsmsxkPHz4AFBM9pm5KlGXxg9/6IX/5+59z9vQB7+7WfPPlS/7kJz/n9dt36K5lksT4QcQ//i/+S/7G3/g3+Fv/vb+CZzv86he/4uHzJ3z/t77D3e01P//Zz3hyecFPf/JTjBEEictyeUIYx4xnYy4uzvB8lw/X17hhwMnZKbf3619rnf+NHlJ12TGfnfDLn79jlDi0dUsYxUNfo+nRpqatG5SCJAl48viSJPIRuiIKh4j4xcMLPEcN5lnd0aQF+8OBOInpTYinFJOTKbZt8/LlO+q2Z352yn63x3b84YMyGXNyMmc8CrFtgZSazz97Slsb/uiP/oS61iyXU0bRlLvbW+LYRxtN4EUcDwV39yt2my0XQmFZiiQaQW+QjhwQK76P7gV5esRyfO6PGdP5nF+++oYwDnB8D6UUj88e0rRDvDvLSnb7LbZlf0QgTWjzhmqzJxpNKY8Z4yhGCUmRFUjfBtdCKzHY2ssOO7CxhOSYHTkeDoxnEyQ2EslolLDf7XAtw/nZlCBwiOKAp88e0rUdZZFT1w1l3fDll98MqbrxhO0hRwuL+81Pub7e4PoRo9GgsdZdR5KMBmaf55DnQxCibjuWiznKkpR5xj49IkzHKIkZhx5C+URRyM3NLak5oDBgGmxLYCmJY9n4zmBW7Ro9iPsCDy8KCfwI13MJgoiub7Acm7qpqDW4gYfbtdS658HDh4jWYElF4Hk4EpbzOZPRmFRm3N5tabTg7bfv2GyOPHn6lPE4ImsrNmVGhUHnFrblcHL5AC8K+Wf/8J9z2Gd8/uI77Hc7Lr84xXYsZospwh6kfgiN7jp6NHEcMj9bkNUFcRxh95LbuxuwJPP5gu1mg7AET589wQsDtOnx7YDXv3rJKIi4fv2WqyvJ+HSOZIiD12VDrWsCx8HRiq5okK1BovA8j7ptoamRSHzPRbsuRVVhuw62VIS+jzKGKuxopSDva47rFMtIgiAasF1WiZEax7dBG3qtEbbCUhLLc8Ce8HK14cKEYEnysiBKQsoyI/RDlDLc3FzR1iMuLk5JNweUsnn44AJLSepy2IS0TUWSRIRhiOsFpFnJy19+w3xxwiefCfK2GN6N7UEXo2ybyPdQXYOvBrHhJA54dHnKYjmlKSt22y2X88cYUvp2UMG4QcShKNBKIlwHowSWDYvZiMuLU8ajhOywpWxrzs9PmI0DxonHYh5zPG5YTMcoZeH6gqbsyI576qohKyvOzxecX5xxOhuBBvtiSd1UfP7pcy5Pl2yePuT88hxLKqr6QJHtkQqkbXN9c839ZsPp2QN++7d/yJt3V2x3W2xLcXt1hWW53NzfopSFNh2W5XK3usWLf5s/+Vd/yv/rH/5jsqri/d0djuswigLcZE7bV7y5/Ya/+/du+dv/3r/Nf//v/FX++t/8Hba7ij/8p39MXuwIXZu+LpEWeFHI97/7HR49ekjVNDiRx2wywrIk3/3uJ6THAkcK4iT4tdb53+gh1beKzWpN6AcURUnbNMijoNMtdVVTlgMTLI59yrLm7vaW1LO5OJ2zmC9QlmAyHeG7Dk1TY4Sh6RqKpmY8maKFQUhBUeSsNmvu7u+Yz2F+csL5yQnv31+ThCEvvvcM3xnKm2LgCxBHIdtqy3I+ZX8sqYuCtgsZJ+d4gU17aIY2vLIpiwbb9qjLlqPM8DyXKIlIRiFVWdB1PWEc0DYtRtmYMGS3XzNbTNFCUJcVcejRtzUC6NuhAS/RuO5gDc3qPRaGaTTm4uSEq/cfkL1hs13hex7WOKLSLZYlCIRF3ZmPqCeJ67u4rYPrO2RVRmcHJJYCbZiMYn70ox/guYL5dMrd/Yq6qri5uqHte7xwxJv3V9zcbZkmY3a7nDCakqZHdtsDk5mFcuwBUdR23K93+LZi4S0o247GwNXNDUVZIYXm6eOHLBYjDseUJAqJk9HwHtD20GuiMGA+T4hDl+vrd4NuwZ/i2Da79UDyOD87JcsrktGE1WaHNtB2DZYSCKlAyiG9pjWzyRQ18dmtDpyenjKOYkyvaYojthy0F//kn/4RUZLw0199zfXVDT/+4Y9QoU9vKd68u2XXlHhRhEwLujRnFoZcv/tAdmzwnZgyHzZTx+Oe5ekCL3CYn06J4gihFOvDlrY3mK5jlESs3t5TpzXFLsWJXMq8BjTKVTy6fIAbezRNTewF2J2gORbcHw9URYGXhNR9R9+1nF1ccP3hmjorMaah6MFzfYIwwPN9hBR0dQW9AWkoywohJZHng1I4jkPVtBgEgedRommLlqpq8KRD3TRk24rAc//Cv6QMCKBtajzXIkpCpARFj1GK0WQyAHt9h+NBcXZ+zvGYovGYjseEUcTd7c2A53p4gWMp0mOGFIbReDRsRozBshRVXbPa7Hh5tUE4Hn7oYJShLErGUURrNLMk5sF8TuLZJKHDbrNnu+5p6oKnz5/ws59mZMeU3mgwkB+PFHXN7WqFthVSuKRFhrJO+fGPvs/11TWH/RYhBHXTkh72fPLiEeenYyzL0NQV0nZoO02elhz3OUYLfMcjcEKaqmC+mLH87guurm/oW41lhdR1wf3dDecXpxRZzmG/paPm+fOnrLdbpGV/JLxHbHcZF5cPcTyPTj+hrgp29yuKLAMMdd8M+Ko45PXbN/yH/9F/xOGQYysbfzwiLiO80MO2JJtsh5SatDzQ73b8y3/1C9ra4tXXb/nudx7xV//Kj4hCD8dRKCH44e/9Nnbgsb3b8/b1DWHiczaOUUKw3+75yU9/zpe/+JIwjJkvZ7/WOv8bPaRu3t/T656HD05ZbXZY1oT9IcUP3AHj30vAEPguoe8znSZI2XFMj4SBzZMnD1AK2q4drGbG4NkuURjTdR11U9PXLWEYMholnJ4vcSwX17G5OD/DUQ599ZLbD1f4fkAYBzQtnAQz+k7j+x4PH10yy1uuPlzTNC112+BoB4FEKfA9h/OLC7arLWmaIYRHkRcfO2AtUiqUZWjbCqTBsxV1PwQsksmINC9QjYUfeEziEXf39wihmMYJt2+uqMywI/Ydm7EdEWnF6XRGl5ccipy6KhklIX3fDSeZaILSPUpAEsUIS9Lpnpk/RyhFICyUbVFmJY5wELrm7m7F2emM1+/e0TUNZydn3NyvCcKY1eGWIBqDkaRlSycUaVZhsOi0ZrfbMl+eYLQmr0pu7o7EYUCtoa4bojDE9XykFERRiFIwSmKaqkRK6LuGqsiwLIc4cPjm61/w+pXhB9/7gk+ePUZrQxgECMQglbNsXNelqjuEEEgph/vyqmC5nA8qCt8jb7uPKUPFbltQFBl5mqK7luKQUucH2jrD8T1ubrecewGjecyjJz525HN9d4ebRKz2O9wkQjcd797f4BpY1zXZ/Q5LukS+T681i+UJTdNy3B1p+h7pWGhfc3d3B67iUGS8fPOWmo6uN7z99i2TyYT5ZML2w2tqGs6mJzSipdhuSPyQw2rL21++odpmuL3FOBqhLYktLPK24Pr9NU3dIbWgrVrCMEIphdE9o1FMmqUM2RmLru9wPZ+mqRCaodytLLq2R0qFbRt6NCKOEGrovlVoqqYZeJptT6cNTVMThCHKgkePzlFA6CiapsTzXQLP5eJkShJ5HI57RsmEcjZBSYvxeIQQsFwuOOy2KAGu65ALAR+FflU1uJiMlDx6+ICmk/zJz75kvT8ySiKCkU8chxzSnPR4IFSSm7rCPT/h0BQ4luKzT56z3myJA5/AU/ie4GR6Qt60bA8pu7xiPpuxXu/JywxHKfb7HUo84vmzx2xXK/bHQWh6n93hKINuFyRJQNM2gCD2I+glutXs9hmzmUUSRVi9omsKStnwyadPuL9bDwlMJUmzI0JIPM/BsgRnFydsNweKMmNxck6vwXJcrm9fkeXlAAEejxhFIdOPXM+qqSl7jZKCGTCbz1hv1uR9h2NZFOmR3vRUVY03iqnqAXGle8Vf+b2/gq8S/m//l/+MabzgxfMl0+kjpBI4jjWEpaTCSLDPFacnM2zHAgn7/ZFf/vIr3r3+QFW3HA+3vHn95tda53+jh9T7t7cI2fPs2QWWo6nahvnJBXWjEcoizUqEMZydL3Fth/liSlUcaWuLPM+5/nDNfDHG8z1c1yXwfTSa2Aw/HKMFh8Pxo8HW53R5Qt8bdNtQtR11VYKA3XZPFTZcXX3g8y+eI5FsVzvCKAIE93d33FzfoOQJuof7+w1llRHFCUVeUjc9ZVXRtj1hGOHaHl1dkx5bwjjGcRyKriGOYizLITtkRIHHzXFLluYoA4vZlFk0RrX90PafLTidzPnV1y/Jjkcup0v82hDaPo60mC/mHK+GZFenNUhwLIVpO5QlGY3GKNtmX6T0ZuiOjcYjLMfi/Ydrvn71LSKrqbKU3vToH35O19QkUczb9/f0WrHaHrEtl9F4xu2HG+qmQUrFer3l8aMHfPbZ58wXE9K8YLXZoqoKxws45DXb9C1RMMTCvSDASIjjBD8IKIqCOIqRlsLzBir5ZrMijiO++8ULiuLIfnfH06dn6K6nrjJsy2Y0iRFGYoygaWr0McWxbRCGotD0nca1bNCwursnmk6xbIfbq/fkaYW0FDiSyXKKbCJOT+ZEkwk/+fIbiqomThL8wKPqWoStWK3XTKczjGVhWs0kHrFfrdBtjxsmKGmBFAgj2O0OWMqgpE3WNEwWM958uOL97RWj+YRCNwhbYhuHy4tzwKU3PbfpisefPWM2n1DUJXnRcHlyTmQH/OTP/gW76x26NijPous1Xav5+suv6CUkSYzRhsgOQEnqtuFw2BEFAY7rDh4rCdviCBoiJVndrgiDAIRCqnbocol+WMiUACEo25ZGGfquoWsaAs8jOx6wLZco8AbZo/apy4LIcxhHLsLYTOIQYVpM3yKMwyT6SFCXAD1KQl7muK79sdvVD6fdxZSu0yAUq7s1eVkwm02pq5wH5wuatueP/uzPiXwPaSk6PXxm8/2B93nGxlbcvH/H6WLEJ8+eMx0nwHDq8X0P25EsllM237zFVkMP8vLslDLNSbUmGo+5eHCJH8Y0VU4QBiTjCW/fXiGFR9t0fHhzzdnFEuUourZllkw4bncsT5bDBqVu6LuaOPKHp4ZuiOJbtkIIQRgGuJ5Dlg3MQ2lJXM/l8vEZ4+mUujX8J//pf87j55/gegFZljNxHXzPwzQ9jm0jDGjdkR4zHEuSZSlBEKIcnyYd4uCiHzZBx/0B20gwLZPxku9//3f44fe+z92H1/zP/ud/m5P5lF43/OEf/Rlv3rzn+WdPOTs74fnjS1zXwnUs8izn/cs3FGWJlBbnpyc8efQYbXqkZfH+9Tv+g//9//r/7zr/Gz2kiqJhlLgIek7PRjRdSzxasN3m7A5HmrbBc20s2WNMxf3dBybjBNt3icIx5ydLhDJUVUVdt5RlhSUlXhighEZJQxy7OLbHOBnjWh5t13M8ZBgtcF2H733nC75Ur3j7+i1np2fE8QQhbKJwhEBy9f4Wz/U5OTtHCsnd7ZrdYQdS8zSM2R9SXNdjvjgZ4JbCwrIGk2zf9QiG0ISjFMdjjulLfNflk+U5pWlx3YDjdo9oNZ5SRI6HQnI2mVNXFUZ3TJIEXyqU6pESqrrk/rBF2Ioyz9COIlABjmcTux5KQF019G1L3dbYjjO4gyyb63fX3F1dsZifMD6PWV3fEIUjqsbQt4Kf/vwbHlw8IBovqFYrEBb3q81wBeM4VEVF21R4vkcYhrTdQLHv+x7x8brn8P4a3fXYIxdjDBJDU3VkWYHnOLRNQ9+39P2AHuq1Hjo+45DLsxOm009omwKjWwRQFBnRYokUPcYYXDfEtq1B3KgFUklOFkts28ZoMFpzujjhWJV4QcCzx5dIyyMra16/fUcYTbAsQdP3lE3L46ePMRiSKOCQpUxPFmghCJIE4dqsN7vhjU0b7puOwPMYT0aAJsJGaUXXd6Rpymg80MKbzYbeMcjQ4Wq/Rlgus9MLHM8HWzF7tOT6+gOPHz8j8DxWqzXCCJaTE+zO4e7VDfvrI13e4zkOmuE9retayqzi9PKM+XLBu3fvMC4Ie3j/FELgBz5IMFJiLMV2vyNLcwLHJ3BcojBCKWvYLHx0AjmdhZKSsmvo6GmFodc9oecxX85oQhfd9hijyfMcBVRlyWIUkEQermVhSYnQw5Dq2oYg8Gm1xvNdpJAURcpoHBP4Dnd9TxiEKFuhteaYHdEddL3GsV2ElGB6hJRMYg/XknRNg2P51NXwGXr04BKlJBKNb1s4nmK1vqfrKyZJgm0Zvv/9z2najkZ3GHriKMSLIu7XW54/fYhQkt3hyJffvGR3f8/JfMzl2Sm2ZfP8xTO6voO+5f7mA6+/fcfFowsuHp7R6Y7eaKqqJIk/bkxbQZSEuJ7HbrejLGos5aBsiWVb5EVO23QIho1NEidDHSA/sNoeeX+/48P+J8yTMbHvc+J4tFXD7c0tWZkxn8R8+vgBzvtrFifnw/dVGuq2xh8FuK5DU5aItCPuBdPe4rd+/CP+4N/8fc6eXFK0La5/xttXr/kn/+Qf89Wrd2zvCn702z/kxfMXJImPsgRVXfL65UvevXtLFIbc3t2y3RxYLs/oETRNw2Q0pqyrX2ud/40eUp7tEUYerisJIw9hhbx8/ZYvv3lLXfYYHBzLZTYb0VSDVXQ+m9DUFbrXfLi9o6kHBloQBYyTBMu1WK02NG2D6/rYHz+8+/2O0A+xHYciz5HCom0qLCU4PxuuqxxriJK+e3cN2nCzuifPMi4vHjBKxvTtUJpNRmNc1yIIIjw/BzHc5wopSbOc8SQgCXyC0KesCrRwBvKAUWRpxubtO86fP2UZjLnjgBwl6GNJX7Wczua4totpe67efcBG4QobS1lUdYXv+NwetvSWxHejj6LII6FymE2m9HXL1fUHirYhmo9QrmIUJXi2w+3VLUWW8fDyAafzJcUhw7Ud7u423N2v8JyhgCulR60rlJD0zZ66qXEtB9ux8TwX6Lm6ucYYQ99rRtMxdVsPJ7f9ASNgtpwRxTF1njGKAlSgKIuKd/k1YeizP+zBGOazGdABHVVlUzUlXe8Rhj5G9yil/gJCrHtNWZa0rcHzXNarLU3bE0URoyTBdT1W63tc3yWOYhzfo9ca37HopGS9v6ejp+laZuOB8i4dB8excR2bIPDQose3LZrAxw58dseU4nik1ILDfo/newSuT9d3RJ5Dl7fkec7+sMfzfb798JrRyZhJZNN2HZUe4L9NWVDvNJPZhLbsqduah08fUZYDDX/kTxCN4f3P36LThmKTUuxKLEvR9h1tbQgiG6MFgRPiuQGHQ0pZ1UxGw5uItm0CyybwfcpmAA+Ljzw+pWwsJLZQdE1L0Q07bykEQRBi+x63qzVd3TCbxGyLEtf1cW1JEDiMwxnpISVPC3Sv0X1PspjhKIktwXMVvuPTNCXKtsnLCpREKYs4conDkP1uS982JHFENxkPep6upW07wiBmtzuQ5cUwvIQCAX4Y4BcdWZERjmYcDilVXeLYDsv5hCSJ+dmf/4Tesfj02XeIQ5e6ytF9x+r+jvliQTKaUh6OXH14xzEtWZ5dIruGJ0+f4jkOb95f0RQ1d7cbYt/HGEld1dxuNxhjGCcJthtRZkeOx5ynjofUPVJJPM9GyYH2MZ/P6bVgs92y3Ww5HnIsx2UyGWO0xhiDASxl4zouuoe71Z6vvnnNr759D45PVnfoQ05RNkilWM5G1HVFURcU+RHHtnhwtmQyH2OAzW7HYp6wriqqVtPWPWfuiN/+3qf89u/+iCfff8Z+u+e//M//Cb98/ZYvv/yGd6/eEichoReTeEv+yh/8mMuLCbrvWa+2/Omf/DGH3R1JkgyBoaZmFHo8enjOzc2KIks57vfc3q5+rXX+N3pIVV3J559/Hy+wsG1F2TQoS+C5DnmekR+PBI6HlAMR2/NcyqoYdii2Pdhr1aDodoMYPxoNx+myRlmDM0eKobTa1BXCQByNOD87oygqAj/ksM/puoo4DBDS4dtvX2F5ksV8wWIx0K+jJCHPc1zXJctLur6mbSUX6py2HR53A9tHGYFlSxzbxQ1CmqaiLGsSx8X1fHTrcHuz5vLyktP5CTPgn7/N6ZoK0RlmyymJH7DfHfjjf/lHFFlBZLukaYEqWzxhkVcV2zrDC0NGccJhvaXYH6lGI66yjK5taeiRvkVnejzhIo1gt94NyKDOYLKWXXFPXVQ4wgYpqMqKsuloqp7r1Qo/8pgkMZPRGPFR7Ob6Psf9gbbr2OwHd9N4MkYbQdm0bHYHhDHMZxOCwMPzHGzhY7vuoGWXhjLPabuWUTLCsgRat9i2RAlFWeQ0Xctmt0YnI2yl8AML13cp65pxHKH1cHIu8wrXcRmPfKRStE3NbrP+aN21cdTwftXpjqLWaGlodc/lg3OmTswiTtgfd9DVOI5N6HuMx/EQGdcaLItjXjCNE77OCg6HA7bjEFgefTW8+SyihLc3b8iygrKqWe/3jJ/PMImikB1agVE2litwLAvLs6n7kqZucV0P0xsiO6Q4GG6/ec+Hb95THgpc4RCGIVEUYbsWGEOeZhzzDCktlG1zc30LynBxesLZcolu+6FHZg9l7L5rUWIAvtr2oFlxlQNth9aG3X5PFA5hnlp3JKMR6T6loWM8GZGmBbfvrggij6ePHtC2Db3WNG2H+JgUbBtNWzfowKLtWmazBaIQ1E0DAjwNjqe4vb6C5RLfc2jbhiI7cnF6Rt93FGlFqzVSWqRphm3bJKMRUinKqiAttvzzP/pT8qYjK3L6TlNVFcLTrO4LlOh5eHlKdtzTtCWXl09Z3V5TlwN0eLfdodSgW3l4cclul7LZbTmZz/BsyYPlgu39lgaLx59+Thy6rDc7licnSGWT5zmr1ZY4CLh48ISsPPD1V6/QfcUoChBCcLJc0tQFtm2R7VIOhwNBGIOxOBwy1usdQRATBIMjbrNbkxUZx7Lh7dUteWXosRlNAprtAaMUWd3x9vqWtim5PF0SJcHwc9UQRz6OgiiJ8RzJ9XpDvtlTN5JPv/iUv/MHf5WnTy7QkcMf/rM/4f/9n/0jiram6HuOeckmL8Dz+OT5I/7H/8N/jx//4Ck3V7f88R//lOlozNs3b7g4n9KUJX1TI0zPZDJB0mNMy3KxwFJDjebX+fqNHlJCwIerd8zPngMGx7FYLhfs0paiAql7sqzgqy+/4dPPn3FMM9JjhrIcvCAAbVA2dAjqzY7jcfglX2/2OJZFXpRDaqlU2NIwHkF2zHD9AMdysGwXqSDwXaJoxP3dGtt2qaqC3e7Ao4cPKPKUly+/pihKpuMxjuMQhS6h75GmO04WU/I0pesapHLZ74807RIlbapu4NoJaSHF8HD8+RcRlhRMRjPe3d4jKk2sPHo09TFjdcipywpHWtBpdvs9jmsjgNF0wrvVDY3uGQUuZVbRlB2jKKHYp4TjmGg5Y19l1E2N3WvapiXVKW3Too2GxtDWFV1bIXpDLwxFXZHVJY1uMVLgSo/RKCEOPVzbwlMW+/0eYXriOKSuW/KiJM1yLKegbjo22z227aP7jigK8LxhoZVxSNtUSGnhWGoIlLQNQeASxyGurajKgihwmU4iet1QVzXOYgCramMQQnE87gg8HykGi25Xa4gEQRCR5TllUZAXGVKB37ooBbbnUFUNr9+9R7s2yShmPIrxjUXbN2jT8/bNW2zbYTSOBwGgNGA0tpJs12umsznPnjzm/ftrdusdX375C4SR/PB7v0XZKfa7Ayibommxpj7CVdyvdiweR3gjH9nWdGXGbDZifXuHIz2m/hjTGq5fXvPhmzdkt3t0pVHSIvKHU6GyFcISCAlCS5Tv0tUNRg8l13Kf4riSWTKCXlPmGXVZEp2cEHoebaexLQvHD9AYDscDGHDdiCzNwGi8ICAri6Fg3guaqiFZTikOBfvbPfv1gTAMef3yA45jIQ3YysFyHOos46hTLhcXA/ewzHl/fU3Xtfieh21bFHWLZUmCMBjSY0qgpAsI+nagUkgUutcsZjOqsqHIS7Iix5Jy2BSlBVnVEsQj6q7HdB2h7+PYCtezWMwmLGYJwnTk2ZHdZnhzC1wf3WukEDRlTddLLk5OyY8lnrR5eHpBXuTEYYyFQXyEEld1Q57X3P/ia8quwfc98uORq77HdT3SPCeKl6Tpnt1mS1mWnJ0sMcKw3W7peiiKgrJs2e8OxNGYm9t7Xr/8wMWDcxaLCQibm/sDX7+75+37a1wvwihnkC/SoxBUXUs0SojjEQg54JuOe/I0Iy9LajRojeeFBFZAoEr+nX/3v8Nf+v0fsL254//4d/8ehzJFVzVpVyEih77UYAum80H8+O//+3+bH/3oBTfv1vzd//Pf55Du+Nt/+2/z4MFDbNFgpKKsKh4/fkpZlaTHlOlkSttqLMvn4aMHv9Y6/xs9pNzIZb05sllnxBMPpQS24zIdz9msSqoyo2o7mrzjzZsbXGc4Na3v92i9xfddgtgnDkLqskZ3mrZtkY7i4eWUw35DVzf0UUASeGw/miT9IKTXHZa2mYxGTBLFuw93bPY7+s4MH3DbZrvb4vkubmlTVSV1XRAGLqAJY3+4Cw885rPJ4OpRHlc3V2ijB7WHZeN5AUJYJOMpTS0Q0qUsCr76+lu+/uYNfaAYLaYIfJaTCdpAVVaYTlK3oGyXvMpxxgGpbHFnMc0x59XL99i9wnNttFQYW6FDm7tsizGayWg4efZtT5Fm5GlBX9S4KIR0cJSF7dpkVYn0LJ59+imWa3Nzc8W2ODDra+pac37yAN+yCUMXgyTPC6Sl/sIOW1YtPYpwNKIuSmazMXESI9Hc3N6AMCRxTKcburoiCQI812E6GdG0FXEc43kSoTuapqHrGobrP4Hr+6zW6wGi64e8+3BFGIR0VYvRhtF4RpyEVPXwTpbEIWESYbtDSdX1Pcq6YbZYcJenxJOY9f2a2flDDvsDSiqm0zGTyZTR+L+FZQ6/g8cs426zZn2/QSmH1794ReKEPD19xGa7xxMOt6sttYE8SzFKEo0CTC9JDykPH1t8ePuO8wcX5MccS9rMR0vSmwOvfvE1t6+vKPcpvuUzD2Z4kwDXH4CnZV3S9x2O7aC1pqpb9Ee8Vt9remMIPJfHjy5wlcXdh2viJOLxo4eMkhFNXZNEIbrT1EWBVJLQcei6DseWxElClAwE/ryoOKQZQZSwWCzJu5b1akexz/Fsn83tjjffvuHp0yecn56S7Usct6drWpQZCOaT8Zg+DLm93wwsyLrj/dffEgYOn37ynMuzBQYwxuAoi7ru2OZbHMvHcRzSLOftm3coy8ZxHMqqplWCcDRhs7mirBo6I/BchdY9ShqeP3tI4Dlo0+EoyTiZEDrWYA+uKpqqZjqZDAEGJHXT8/LbV9Rly8XpOV0zDJ0sSzFokumUtEhZr9eUWc7NzYrTizNmkzmu5XJzc83bDzdIpfH8A2enpzTZkadPnrI/7NltVggp+eI73ydORmRZhW053FyvieMxt7c7Xr++oqwqxpMJ725WRJMFRvls0hw3iOjrBktaCAOOY1FXBZZ1xup+jW0rkthnMp0ywrBar7m5vsV2Yp599jl/43/wdzDK5R/8X/8BX37zK7bpDjdwsTwXN/RRtsPth/dM4imh6/BbX3zC6fmYly8/8I/+4X/D63fvsD2Lsq1ww5B8n+E5Dq7rsdnueP3yLQaBclz6XvBv/vV/awgi/Rpfv9FD6vd+77f5+stX5GXHZn9DLzWfvPiMb799y9X1PcoNkI6LbhX7tMW0BUpaAycOzWIxYXEyo6k0WZZSliVCDBpoYXocZbAVWHJ4TO/ahiROsJVFHCcoFC9fv+X1q/fUHRRZiRdEJFGIEJKuq4hCjzBc8vTRBVIOUM+iyLCUHhZu07BYjCjLhslkRNPk2JZF0/Uko8nwoSsb3r295vZ6Q1l3+L6HMRJjFNk+J5pNKPIcV0ps5XC32vKLL7+iUWCNfM4en9DUFT2axeiCD3/8U+7u1rihw4PFBY7l4IUhh+OeXnckcYSUkKcZVVbTFdXgrTKDPr43GmNJ9k3Grs44f/GI8GxCdtzT2pog9gmSANqGvq8xjiQZhTRNT5ql2I5DVtb0QKt7+roimU2xLIWwFb1p0QaUpRAKjkVKUzd4yqLtFaHjkoxDbBnQ9y2eZ6Gkg2NbtLXEti0Ox4wsL9BGU1U1p8tzDocjxzTDMoPtWMmetm0Zj6IhHlw1SEcRhhFN3w3yTC/EaVtmoY8/jinuMuqsQBpDejzghz6daZGWxHZsmq6jqnP+63/2z7m/3dKlFX3RMwoSurqjl4Jnj57Q9i2745Gqb8E2OJGL7Qfc36/YXd8zjiNkbNEdK25fXnHy2ye8/fkrXv3LX+E0gnE05uRigeO4KGlRNTVFXYLQuKGD67kIqWi6IVosjPjIg+xwHIfAthhHEfQ9URzx4vkzjDHk2ZG6qtC9wXa84WetNW1dY1s208mE3f5AVg8JV+nY+K5HUdck4zHVcY+UgjiOyfKMru2InIjIjfjyV19THDLGywmX56eMkpC77Yb5bkLbNry/XZEWOcLA/nikKCXnaYb75MHQ1cmOTEYD0LTXxYCgYgCobtY7pFSDJbcehIBFPpzSD4cj27wkDQLGUYSvAo7bLYxDdNtyVNDVBZFnE0QB9/cbtO7xXQc7jjikGW0znM4uzk6wvISf/fIrkmlMWdT4Xsxxf0AISd/1SMvFCMl0PKGpWwyaKEnYpxmuJeimDZ9/8gyFYLNekaUFSllUVUmeH+naBtuRXDw4p0dyd79HBgF53fFhtWeVVtwfMnpvRN5rWi0wdYPj2CxPztB9R9c1CNOz3m5xlUCKIXjV9h1h5GPZNpYd8Pt/7W9w/skjvvrqG/75f/WHrNZ3SFdxejHogzpXDVodpQiDcAAo2xYvX33N/+Z/+79jGiwG/Y/vkFclL9+/YTkJub1ZMY4TgtCnyTPm8yUIi7aH5ekpy7OT4Vr31/j6jR5SXiAo25rXH26IIp+bu1uK2uKYVRyzkj6riMII0xvatsN0mt160DREQUiZ96zvtzT9LXVb09ORRBEPFyd/cfz//nefD632pubRg0f4XkRRlGxWGwDG4zFffBHz5u01StmUZYNwLcaTCKUMka+wHUHXaoQwGGMQwqZpWqQIcVw1eH8si6pMmU5HaK3pup7AD7i+uaEoaqSwWMyX3K/3SGmzOxywfQerLTjuD9yt7unzGmPgZrMhOBvj+Q62b9PUFbe3dzhRTLldMzs94fTxA4oyw7IkozjmsDsgBQSeh25asmOBrjR93SIBS1nDtFYCL4wIYh/TuAgRs9c592++RKDxIofJdAGWxpISLTSGnmN2pK57pG2zP+TkdU1nBheR63kgQAtD03VoIem7BuVYYPQwVHyPJAxYTsccDyvubz9wdrpEKoMQhiAMsB2P/X6P1Sr8MGA2n1PVNUVxz3qzo+00VVER+QHxOCEaRZRVQ9sNdPYgCYfr2qZmu9sDkmQ2w3NDDvmB2y9fk13v0JsjjquoupqLUYBtK/I84/XrN/hRhHIc9rsDtpaMkzl2ZLFPUw55Ckg6hv5ep1ts28L1HcYXC0aLCa6yUFVLkxdYxmFf3yMyzc3X7yjvjjwcnzKfLKn7ZvidNoa8zOnp8SIHy7ZQloVQaiBcqaFoiwHl2ihhhvh222MQhGFIEAToTnNM93Rdj+v5BK5L3xmapkFYksSJcZwBfNv3GiUkXadxfQ/HtrEs+yP49UAURIxGY+pyjOmHwMr7d++4W69wHQu38rm6vUPJE4JgzPubNUVZcr/e41iKs9MTHj6+xFaGtin4sz/7Uzxb8eL5M+qmpm01URxRVTVt32FbFtPZhLpuUL3kJAjQKHb7A5ayODk9wdofKeuaru3J85KqDDk9CVGBochTLHy0M1Awnj97QpYWw/dM2QR+RPhghLJcPN9nlxbs9ptBxWEEd3f3TKYTfN9BConA5vHjISQkdE9Z58zmYyLfJ92vmY5DmqrEGM3hsGe9vuOzT16QxMMQaNqGtjWAzWw2Y7U50jYdV3f3zBczIsshKxsO796T183wXqk1ZVUjjET3PXVVYnRPJWAU+tR1R1amuK6N5w9mgX/nv/s7dL3DP/iP/z7ffng9bC5mCYaOvu8AaMuGtK7AUVjKJS8qHKE4FDV93UAzhB8eXz4iaIf3MouO7T5ltz2QxAF8hBw8ff4ZYTTl8y8+4bA/Mhr/a0Cc+PDhPb3pOKY1Wjr0IuDbV1cYYzFbnNC03VCQNQbP8cGYQSWAhVAWvTFs9keUJXny8AG+C7HvcHY2J4l92rYk8C0EguXiDMd16ZqG1e09jjP8wvpewNWHt5RlSRiEhFFAlmb0bc1yOkNZPY4rh2uAsqAqa5S0GMUxRg8feFvZOEri2Iqy7lBK4amA+9t77q5vmUxnuL7H4ZDS9x1uELA/HhFS8PTRJXfpgSiMWK223FcZjutghE2WpmyvN4AgqypsYD5ZQiio+pq0yPCUotgPf2/g++imp05zumLowDiOOxDJrUEZESYRQRjQ9C192nI87kGBH/lYjmQ2HoEU0LX4ns/d/R0rLYhHCdt1inJcmn4IIZR1jR949PTopkK5DqEfcMxS8ixlOk4IXI/0cMD0HXbs8emLJxTFhLLMQGiyNMX1bFrXoek0+/RI32mUNSTE7lf3JFFCdsxxHAfXdbAsxWazxpiWKEqGNFtdYzkOeVmy3myHk1hW8NzzsBEE0qWxI9Lmnt6SeH7AcjxDS9ine96/u+Hly7c8++w5nu8zm0xZpfcIDHVdUTY12oDr2Ahh0Kajbkq0MJxeXJDME475nqYqODs/wbYVtuVwdXXDxI0IakkcTjC2Jq8LtrsdnucPJx1pCOIIx3PQAnrT0+vu43vcQFDXxqAsia0kYRjg2x7lIeX9uw+MJyMc28ZxPaLEpe06sjwlz+phkyAlJ6cLwiDk5vaavMgJggRbKYQxtE1DUze0TYvvegghabuOpiw/lt+H8MYX3/0Mx3Vouha0RijFzWbHzf09vu+x2x8QWlOVBY8fnnB6NmM6nuMqge849FqgNViOhTYD36XvNVoPDLxea4Io+HhiTuk6zWp1h1KS89NTem2oq4rV7Q2viow8S0FUPHxwTl/X9E2J57q49rB5KOuG66sblLCxXI+8qNjtj0wXc9qyYrcp8MKItqkREizbYn9I0V2B7/koYZhMYtyiZzENSaKAk5lHEnq8efMaS0qm0yme5yCk5Oz8YrgOl8P1rEETBDGu7eDaFovJlNFozGg64fHjntfvr5BS0WuDblssqThmGUpJqqqma1sCz8fuDJs0HcgenaFrepYXE/J8y3/xj/4pbz9cITyXQ12QXR8o8oI4Tj6aokvW+YG79ZY6b6GTmKYjVYrpZESrJPkx5fXVWwLPJkkCfvazXyFNz4PLMy4fnpGnB0QHRZbz2Xe+Q6d7PN/Ftu1fa53/jR5SYegxm0U0LXhxws1qT9NqfFeRJCNW96shtmkMRVEMrh5LMErC4b7e9PRGMYpjXCl4NJvy8GLGyZMTfNdGmx6MIU0LyqpgtVljSw/bdUAIhFLc3t4NEdgooKxrkjCmbWryPKOsfcr9kYvLQWgnlcK2PbpW03YtRVkydmOM0Xi+R98bqrql6zVKDG6iUTLCdWyUAs+3cF2fqumZLaZs93vqpmI5HXF/v2F9OFKOJF3bUu8Kjk1OYXqQAscLOTk7RRvIjjuKLMXRAlcp9mVOGMWITiNrja9cxNjHKEknNY0CQ0/X5tzdbFBqcPpUTclkPub0bElapuyPO4Q1RusOJQEBnRncP0ZaWK5D02tQimicgOt87KzY1HUDGjZVhTAGZdm0bcvmeGQax5ydXNIUe7o6x7MUuM5AOJ8PdG4hJba0cByX1WHLu/cfCPwAP/TxXB/hgOcNSg2hNdpoeq2He3EpkZbNervj/YcPKGkjlUMyGtO1PYfdniBI2GVHTucLJiMfyxYEUYhWgrys6HpDUQ+U+MVsxp3ZsHMtmqrBdBrbssExtG0LkY8VeISJTZqltKalqWtcaYHn4tkOk3hMnhacTpdkhwyrkRwPBzohSfc7pLQwSmCUwvNshK3oGECwbdcO/TKpUBKEUriWNfyfe81ut6MPQpbTKVHgE/gu290WKSW261A3wxVVVVdIIRCOhe57hDB4rsNyOacsG6Qx6LYjjCO6ftDLWO5gE66bGjUZYRqDsCSPHz8iSEKqpiBWLkVZEAQurhuimxoMTMcjHCk5O53x6aePiUMPJTTTUcJuu+erb77l/HTBYn5CryVmYN9+pPJ3NHU9ENClwHUtLAcmkzHBCDa7DNux0PQkoxj7Yx/MdcOhTtI21E1H02vyuqZtWrbbA2XZ8ubNN+R5x4tPPkMIKLKay7Mz8rLFT0astzbPnj1ifzgwnYxY3a0xfY0lXIxuSEKfaRLw4OKMrq1wXJsvv/qSpq7Z7vcsZlOOhz1SCIqixHFsHC+m7yDPMi5OT2laTV71hKMx97sNvYYgCOkROL5P0zaYvkcLgdEGxxve69qmIc1LtDH4nuJsNqEoKo7HjHdX1ziexA8drvcHbnZbLh49Rrk2v/zFl0RhRDCJuHh0gY2NMYLDNuXm5XuqZrA8n4UXZFmBAbSBuu2o+56mqRkXBaPZhCjxUb3F4ycvmMwm3N6uePb8IWX1r4FPynEFT59ckGYt7242tB93w5ZlkR72HA/7AT9kWRgFrufiuDaWNfiPUB6+jMh3O16nWzyTsxjbtGWIFP6A0rEcojBkexiuC4RrodRw9zyejKnKjiIfysO25zAZJwRBwP3qjjh0sGxBeswYj2Ic2yE9HmnbnrLI8fxTirok8iMsZfHh/TuquiNOxrTt0J1wPZuizFmMFziuw2p9pNMQhT5ZkRHHPrPphPZFT7Y+oIqO2hZ0vQYj8CwXZduAIt2mFGlOXeRYnSEIY45ZhuU4g+ivGfxV8WxEMhnR9j279MB2s2K325EVGZZS+FHIZDphvBihHEGtS+LYpzc1eX4k8lySKCR0Q7I8x409eg27qiDLSizPxQt8pCsJ3JgoGWFXNaY37LZbbFvRNBW2cDidT5mNIi7PFhx34NkWdV3SNC37w54o9JnNJzjWwEO7vLzg9OwM02nyLGM6naH79uMCkNM0NaHvI5VF23csbIu+h6vbe9K8wIsS+nZYcKM4RBvNcb8nMTaH9YGTZcJ4OkHT4Uchq92OptV8uLnl9OKUwPVAa84uzxBGsL3aIytDud1zPKYgDKaSjGYztDZMwhlxkrBbbXAdh8B28T0P3Wv6tqOtGnTdge9Q9xrbtRhNJli+R9k2uL5L09aYtkRpix4+kgosbKWQUiGArmuxlIXjONhCEno+XdehtcaLQvrNhqIuMVXF/njAti1s6ZDEEZ5j0zQ1QkT4vkeTlQSBj5SKu9WGPDtiuwHCgAS01thKoZWi0CVt0SMtgaUE4yjAsgSu6nEsg80Amw18D9/3sZXk8mzG5dmSMk/ZbLaEnkvbtgRBSKcFeVFhu2AJi+PxQBxFWJaFsgcCyXZ/wLYV67t7RklE0xlWdzt25RGkZL5Y4lqCMk/RxqbvDkxHEc8/+Yy6LDmmGb7vEwQB8+WI5fKM//vf/4d0v/yGND+SZRm2o5gv5pxfTJnNIooqR/c1pm/wXYv5NGYyjmnbGoMm9HzqusJ1LOquIxqNaauKtqqR0uL6+pblfIlju1jSpq1bjJGs1zviZMzDB2ccsoay1WRZTpZmhFHEu6srEq2RtvWxStGCMURBgGcH7HZb0rKi7XvyXGMLwelyzjHP2O/3pHlGU5cEnkPoeDx5/BDlOVRNiQCWF2fEk4Su6VHSYrk84cHZKaurW7brHR+urkiPBzZ3LednS643a4oiZzmfUfeGm7t7bEtw9uQJ84dnFMeCx88ucRyL8tfr8v5mDynXtRCmYzpNaDTc3W/pWk2RpYR+iDQag2EUjSjrmt0uZzRJ6LoWJEPU2fWQfYvsJQ+ePuLxZ88xdNzfbVgulmzWe+quoSgrxuMRZVENrXw/+Asu1Zt375lO54xHCZZtoasaqRT32y3jKODsZEHX9nRtTRQHKCVpao94FDOZxORZQac1fhBjqDEaLFfQa40XehRNgWUpjlVGGDooC45pwWQcIYRG9xXLccCDx6d8/fM3tAyBhLru6BuDEC2615i2h64bui6WYpMdh6u5pqfOj7R9SziOcG3YlRmbzYa79T1t0+C6DsuTJY5r44UBs8WEjg6EAfXfdlskaZ7RNw1hGPPu5hYl4Gaz4pgVVHWPZbsYW5A3JVIIPC+kaEqEFKCHJJ9tCcrcYFuCB5enZNs1NzfvcZRit9kSJhGOY9F1DVVZ4Ls2XmghREuwnIER7DY7FrM5tmNT5ClKCnzfpSzK4UG4G04Vq1VG1/doLXEcn6brUJZF37dDYMD0PHvxlLZViFfvOL9YstutiMcjul5Tlw1ff/sSy7H54vPPqaqM8TjG9h0WJwuO10f2ecohPWKUIIgDsAVGGFx3CHvUVY1uegw9Rhlsy+G4PZLvcq7fXzMeTYb3oyBkc9gNxtckwLJtolFEVkC6P2AZg+M6KMdFiGFYmE7jusOmwbMdPOUgtGa/2fHq/h4/jtmlBz5cfwCpGE3GxNMRXdkgkEOPSUGWDl1AKSTH4w7fj2maliw9Eo2HsqnWPW1ZU3cNWhvyPKc1fGS72dRlgRf7LCcx4eWCyXTCbrNht95iCU2Z73GTiCzb8P5tixDgeR5pmlHXNQjBfrfDc33yvMH1ArSWZFnBaDwaAiFxgm27HLMUx7VRUnHYH+nbjs4Ybt7dUk4SvvjsGaPxGEtCmu5Znpyz26VIBcYIbu/uCLwQU2TE8XjgX0Y+wSjAXt8P11jZgePxnsXiDNdRjEcBb95eMxoH9KbGchTj8ZxRElJVDVIJhKV4f3WN43ucnp1TZjmHwxGMomk66ibHtmyksmlaQ280AoPr2Xz5zUuKFsIw4OzcRroeTddxfX2DMnpAq9UNvu/j2jbCaCaTKavVBoQa0EhCcDgeMQRYjsV4HPPoyRO+evmO4zHnuN1y+ewxf/AHv4fj2BzSlG26H2SwyuFf/tEf8/nTT5lMxrx++Ya275jOJmT7Hbs0RwuDURZV1/HVt9+i24LvfOdTPnn8HN928OYeli3RZqi3/Dpfv9lDyhmkcZtNRlfXeI6N8iyOWQ6m4wff/ZwgCFit15ycvuD16zcUVUunJFob0sOexnVxFIxHY+LxlOvbDZYlUcrj29cf+OUvfkWcxDx9+oj0eMQMakKUEvRtRxwnPLg8Z7c9IMSEtu/Iq4KqbRn7EUXV8C/++CdI2TGZjbm4PCWK/CH6atsURcluv6eqeo5pQd+b4YHaaBzH+iiYCymrkr5vkDhII8D0jOMQy5VEgUNg4IvPHhK5AX/81UteXd+BgoYeTyq6rMB2XLAlxnPoP1qDlVQ4jsX8bEaQhDiOS1UUFB/vsC9Pz4iSCN/3kR+HUdmWFFXFMT/g+8M7z+3NLWVd8sMffJ9RkvCzn/ycN28+8N1PPxnu3PueriuZL2aEQUD3EYckUWDgsD1y2O558ugR01FEkwd0dYlvSZxRhNE9vuMjpCTPM7QYNPRxEuG7Dl3X0HUdt7c3eJ7P+n5L8OApdddgTIcXRKAZAKpGsT+k3K+O7I8dtmsRhSHGaLq6w1IDxNN1bdbrOwQQBglffP4MbTr2h5yyapmczLm+vaWuG54/ezqkM2ubvjPooqYpGnRruN9vCScRlmtzOO6JgiH1ZNsDvYHe4NuDuynwAu7u7qi2BdWhoshbiuKOOElwXBspFCp00QIs18FybcbO+CNuqERZQygDDL7n4nsBgePi2w6m0xRZTnHIqKoay3WRUlK3PaPpAi/wBgCv76CthuKQ47gO0nLo24pWd0wmUy77M6LREFQAyIoKdI/uhrcvjKZtGrq2oWp76qogmYzBaKaxRxwFoBvK7IjjDMoGS4nhetZz8AKXzmg8z0dZFje3d2AMs9mM+WxKFMW8/3DPsajY3q+oioLeaJanC1586lE3NfEoYdE17Hc5aENRlVSdRvg+X716i2VbJFFAUxRMpiO+evWW++srTk6mfPH5c7KsYDyacn17gzaSx08f8vrtOx4+vEDKEZ999pTrq5vBYK0bxqOIum6ZT5NBFeJa3N7csV1vOF0uyfMMN7DIqpJ3V9f86Mc/pE8EZT1Q5M8uLsmLhixNieMI11WUZcl8tsT1B5hvFAXcvbsmrTuu7lfYXkg8HvHi+TOKsuTD1RXCNghtOB6P0GuePn7EcjEjOx5xLMH56Zwg9Hj57UuMhOXpnOy4J/AcJnHI3ft3IDV5Uw5l9r7HSEneF5RZzeF+zzvxHvnx5xElMXU3AH2FbdG1g17HkYKnTx7z4PwRP/zhj0k9l7TMOQ8iLDNg14z59db53+ghJYXg+vqWV6+u8cMxfdsglCbxvSGaGjlMRgEf3u6YRI8IP33K9d2WvCxYr1YURc7I90hGIwJXUNcVVd6x3Wyp65rpdMqTx8+QSqCEoKkblGXh+QM0cn/YI4wiigOWJwuqruHm7hbl+CST6VCQLFJc1xkEiqenhGGI4wiaj92VthkSeb7vs1ofMFqg0dhSIiSAJkli8rJAGlBSUZYZQkPf1biuT14U+L7D6WLE/fWWdHtk93ZNfDbCjT2qoqIuGyLPQ1kOtq2QSgxSw9BnOh1jOTZt22BMD7pjOhnT1g3Pnj3DsW3S7Mh2vyfNUoq2BHvg7Tmuy6effcInn37C7rBjPB6RZxm9FLhBQFE3JNMRy9GI8u17trsNTVsxnYwYx2MWswXb+zWuEThGkx32nI5jJpMRfedwupwQeac4yuL9u2vKosByLZzAIc0Ksizl7OwE33OJggDfVbSdxvQ9yAHS6TgWYejTNi2WbdN2oNKK+/WOIDTDqbAfejhRHGBMN1yxnkx49OQh+92RD+/fMj854VffvuSnP/klTx884NDVlG3FxcUJlw9O8V0X3dYoYdH3ht39sOEZT2PieYJlOwjLYHsOpu8xEnzHBQnCGISAOIqo8oKaiq7tsWxn0MdUJT0aKSVxFBNEAVXXDKdRfzDxWsrGc10kAttSeLaLoyxMrymOOU1eUtc1TdPSNT3Tk8UQWjEa2xpUGn7g41iKXtvD3+EPg8xgUbU117dXtHWPEIKua3ny+IxvXr1lv8vo+kHO6DgeWZbj+T5BZGE5c4SUaK2xpMK1FBhJkR8Hth2C2WTO42cPKPOM4/HI8Zjh2C5lU5MeUwSCJIpQtqDqGoyyyMuSb99dk6UF1zc3fPbZC4q2x3UsHpwvEWIIiZycOPzy3Q2b7Q4nDBktlqx3Gb2G/JBydbPF9yzGsc9ydoLuNHEUM5pOub5bcXe/wvElo0lEEHuUzQ7Pd5nPp9zdd1hCsLq7p256sizDUvZHHmiHZdtg29xt96Qfck4uHlA1Hn/yr77mbfKO3/mdH5BlNZvdHttWoBsePnlElhUEoYtSGteBuq4Yj2I+++QFP/vmJUhF1TSU92scawhiRZ5H3vcoKbAsl8D1MNpQFjmKnt/+7ncZRRbKcUnHE7aHHUpalFWFLQRPLs653qzQZY1C0Pcd6fHIdLHgcNyzvtkS+OHQ27Mko0lCmmecPTgnj3ykALfzB+SVFzDyY37/L/0uz58+Z9u3vHvznuhUYRKPrmkRiF9rnf+NHlIo0LrnsD9g2yHTycDvqtoGtMaxz5hOA+aTiO3mltCP8V0bSwV49ilVUaHrmuePLhklPr1uaHtDmldYSjEaz9Gm5+bumq7rsG3JeBIwmUxou46yzNEG/NDi0dOH5GXBeD7jbnNgt9mx3u9xlcK0PaKsaNqO3XZPGLlIYRC6HWgFiYtUNsvlgqbp8X0HIQ26b7EsByOGE0BT1tRNTlvVw7BRkr6rSJIRXdd8vP/uWCwXhPYHrKrn4uGUncrYao1Rgr5vcW2BEhZx7BP4PlVVocsUZUlc32F1e42SLtPpjDQ9cP3+ls50WK4zaDNcCyN7qt4MIFzTUxQFTVez3q6whOTFJ09xpItjKR49fUzTtLz65iVKWZwupswmMwSSrqnp2oYoCLCMwfQg+h7dt3z2yWNm44jikHJ32HDY7REKxtMRaZn+xXB+8/YNs9mE05MlyrJwPQvPdbE/hi/6rsdSiqavaTtN38FstmC5POIGPp3uqJoaaHnx/AW3d1f0ukGgsR0H13XZHQ48ePYEyw0xnsvNYc08UkgJjmsThwGu7ZAfDMoV6LZHVy2WtNB0dLrD9EPk25gezxrSaEYMGw/5Mc1lK5uz5TmH+yNGSWbLBZvdFksON6tGaxbTGV48QEhVB13ZMgoTrMgiTQ80bYNtJGVTUvUMBdiiJN0dhjKr7VA0Fc1mgxPYQ1qzHd4ydNMjLIfQD7Hgo+V2jVKKui3p2g7fDVhv10RRwCjxCTwXnUg22wPy47UkQnxUoSg63Q7JOl3z/t17TpcxF2czlIL0mKN1h1QGaTRR5NO2NX3fIeQwbMMwxLZtTi/OhlBEENLoI3fbA4e8ZZ81ZK2kbAW/+OUrHj084/z0BCkc6ibjfn3P3WbLsezxTTFAcn2fY15wfbcj36fMl2POljOm0yl1nXN3d8vjZ884uzjn7vYO2xLorkLQ8YPf+h5ZdsR2FKcnJ8TRiMNPf4kSAiktegPpIaduOoJoxG6fIm2Pm7v3lK3DN9+8ZpREVNOIw/Gf86tffYlyLH7vd3/Mi6eXBFGMFGJ4TtAgMHRNzXI+Y5cWPHhwya/e3bDJMxzXRdYlZVWjkEyTEVEUcjwcKNIjdZGTjGLyfIctNUnk0xvJaDTCCIFt2XTdcG1vORaTMKIwAw3d9QJEqykOORYWZ+cnHLYZdV7T9y1lPZh/m65BOvZAhJGSk8mUsefxV/76X+PT732CFIL91YqL+YyGHsOQcn378tWvtcz/Rg+pvu+5fHDBZpVSlDWOZROFLkbbPHp0QeBaWMowP11wd7Pi/PwhQdix2W1pywLRt2zXt2SHOV988YzVesV2fcN4PKbrOq7vVrz58AEhei4fPsSzNX0/kA2apqFrukG0Frqst3ccjilKObx6/ZLteo9t27SipzkUxIHLKAo5P1tiSw/E0PzPi5I4SqjqmvV2w/GQcn5+ShR5tH1L03QcsxzPGcqZdVNw2O+ZLpaEoYe0BhxUp2t0ZxhPYhxHMT2fUNcFpu8YJyFZlSMtmzQ9gOlJ4ghbDSXPqsyRtsGLAzb3dxz2GZPY4vx0Sde1mLNzXM9D2go38HEDl7bLKbocYUPTVEwmI7zQ5c3rV/gf4ZdSGs7OTtlu1xy3e07mU548fMjpySn73YE0TTF+yGw+o8oKQs9FVx2W6VGAI0HowXO1XW9AwHQywXEdbO3imqEf1TQ5m80OC0k8ioZUU1/StDWO7SAtOUgtMdiWQhjJz372Kyw3YDQZ8bOf/5zLixOS2MUoQA3Jr5u7W8J4hOOE1Mbw4eaO+82e6eUJ6XYFcliEbdflfnWPq9wh4qQ1h/2B2B9R9xWRG6Jbzc3t9YAhEgJTd/hBgDEG0APGSEvurm/Is4zG9MwfnrDbHBESojjmdLlAdw3pYce7N0cMkIxGoCRdXWOMpu96wjCgc1oO+yORH1J1BV3TDpF13dL1ht4Y1qt75ucnxI7NYbcldn36tiM/FuhwoOfbSnyUg06wlOCrr77i/v6O58+ecX55imVL/MDDckKQFkVRYVvDW1DT1PS6ptc9aZ5T1zXb+zX3N2suzk5QwqFudkhp6Lqaqs45v1gynSUcDxl5XmAryXgWkyQJUhiOx5Ryl/Pm3RXvr+4p6xY3SkiMQEtFdtjTdIa87tFtxy++fsVqvUVLhWsLXOXg2Dar9ZbNZkPXwuXjRywnAXHsoqTk/PSc3XZH03TDlVfX0NQVy8WUKPDwPYfZZMRqtcKyFH3fDygq5VJdfQAjEMrG8y2U7eA7HtFowu39ltvbFV1rOD+7JE/XXH39hmPe8/j0nKpp2R+ObDZrZuOEsizZb3bESUwcJ6w2e376578kbQ2R77HNCrq2xbMH7FjsehgF0tR4lqS3oK5L5uNzFrHFhw/v8RxFVmYURU0UBviui3FcHMfh9m6FlBApi3pXst3f0+qeeDxhe32D53qcLaest3ukiijSHKHAshRdXbLZb5lGI84envJv/7t/k4sHp3RS8v7NOwLHZzYasS9qXEtyPBS8f/fu11rnf6OH1H6fc3+fk6bHwV4bxcwmCdvtmrI88uLZF2w3G+YnC5rO0JuB9ScY1AxyAXQttuux3uz4cHVDXhbD46zn03QZTVMjpeZw2DB+eEbft8RJRJEV1GKImi9OT8nyEsuSoCQvnj3jJrxHGsl2N4A40Q3HtGSUNFR1xWw2IS/TwVC7O6IsG8t28cOAV69f8fnnLyjynDia0FYtbdtjWx5BmJDl15ycC4zuUEKhuyEOrBCMIp/Pnz8A1+b+9nbgt9kK37NJs5wo8Pns089o64rNZo20FHXXYNmC8WKE7iTPnzxH0nP95orikPPoyWOkkbz99j232xXKd5mdjnn+xWM61dF0Dcf0QBiFfPfz4Xte5zVt2LBe33N3fc1sPOF3f/w7fPbJJzRdx+vXr0mShE8/fcHX33xLr3qm4zFVVmPymsSy2dzcst8akmTMdDZCKptet7RtPTAWd1vKsgIxBCqOWcaPf/AdjOlwHAtb2Rz2GUpY0Df0fU8QxLy/uufVh1u+9/3vIKUhThKMMIRxSNe3OJ6L/VGNcHO3YjQGK454e3VPXbfEJzHCtDR9j+9HhGGMI4fEXFEUGKNJ4pj1YY9lKRIvYlsciVwPaQRhGLGcnxJPx0MJu2+xlaKtKppqsN9agU0tOnpT09Nj2YqzsyXv3ryhzMsB31O2tFVLrzVd2zJfzBnHY5QSrNcbsuMRE/ZMxyPi0EcY2O32IEBYFtKysGyHomoIvIDI9ZEIWt1xuN0MXZfTJaNkDpbEc20mk8FBtTvsODmfgwApxZD8tIfk63A9aJBS4gc+6+2GsiwZTyZUWUGnLdabjDTbo3vBi+dPUJZmvb6nao4kyQjfC6jqDNwA13UxGPbHlKZtubnd0lUDWWK325CWDdPpBNd1KC2L7f7I/WrP+6srfvarb/CioYjsNiVFnqL7ofu3nJ1SNzXPn52j6x2LaUIyipBKkhUFf/6zX9LpnrrKB9yQMLRNNbjLHjzCsSyqsqVsC6aTCWXdD0O6M0ilhlCWkhzTI4c0YzFfcH29YjYf88UXzzHmgvX/l7z/+rWsy/IrsbG29/v468PHZ9JnZVaxSBYFkGiCElsCpBf9jXoQ1IAgkWqJFFtVzWIXq8iszPxsxBf22uPP2d6tvfSwQ6XXfE3wAvEaAdw4Z8215py/MXY77u42fPb5cxaTgHFgomsg2xYNMVwsZE9VNfS95LMXL3hzfU/a9NSt5PrhgWA0whBQVgWXV6dcnEzwfZ+HuweC0Of586e0Vcb9xw9UVUWeZPRqeEWVeU4ne4JogAgYusB0HEwtp6tKdHtgPp4vFtzd3BEHPlHo0cGAjBLQNx22MPjs53/Cn/6jP+Xs4pSmqHF0wd3HO3b7hF//4oq76xXL3YHRT57y9vXbgQH5B/z8URep777/QOhHoHR0TeA4FqcnC16+fExRZkjZ8fb1Gx49e4YpFLqmmM9mZEnGfD7j9uYO3XZppeI3v/0aJSVB4IMwUGhMpwGzRcR0HHEyH1OXBaNxTF6k5EVJ3/Vsd3tG0ymObaILDcdxQEg8y2K13g0vr7qha0tMUyctMgxN0ciG7X7DeDQiDCPKcvA2eb5Plic4ro1rTemkoFctRdmw3205HlPysqQqS4LIxnYsNE3DtuwBU9NJ+rrkZBSi6xqr5ZJ376/xfI++a+mFIP2EcKmKhl5TdLIhiF1c28VQxvAlqQXJJmUUB5S7A6Mo4nw0xTFs8raGUpBuc0q74fR0gmPYdE2P5WiUSUl6PPLlyxfsVilmbbLfbfnw5przk0uyMgXV8/Of/YRRPOZ/+qv/CdkqIt+lqAqatKBtFSexy9wb0ZYDoqgocm7urhGWhTAtPt7eDtqIouLpk0e8fPE5YRRx2B+GFWzTpmlaTF0gkAMA1jSZnp6wPf4N/+4v/5IgDIjDMX7ooFsGxzRhs1pzcXGO0HQEBqvDnqyVrLc7+kYQaCG+H9K0NZPpHAFMplN820XKjt12z3Q0Q4lB/NfWNdQdvmXR1h2ZTPH8gEYNmpCmbQaPjxJDwLHvsAyFYVqMHl+wXyeotuP1D68JPI8L/4Tru3sOuyMjazREK6IA33HQUYRBgK5B39RoQg2fwVbhGM5gYBYaneoZzecYQiA6xclsgSxyyrKgqEvGoxGjOMTzbUbjYNCnC8XVo0tOFz0PyyWvvn+NH/hIqaELEJqGpusU5VBE27ZFaBq6ZjAdjzEcm3g2JasaXr15j6Yr5rMIdA2l9Xh+QBhFOLaN53nYtkvdDvNF2QvypMCyTBzLpfd7vvzsOT//yc94/eY9QRhimDqHg0EUTrhfbrm+WdH0JpawGIXepxlIia4bWKZJpzq6toS+4cvPntGXBd9+8zWXj69Yrje0qz0Xj54glYEudCbTMeNJyNnJHMexB0sCOlIOq/jXt28ARV2W1G1L4zooFEmaYTsufhDy9Nnlp4UfE90AN5jjhw6r+1vGwWO0XqfKcxbTOVmSctinTCdTwiDk7mGN54+JAp/i7QeeXT0ijmMsw6RvKjbrNb/6xU94dDEn2e8ZBy7r1QPZbsn52QLt4pSmaRmPR+R5jWPZWLZFVdfITjKZTFiu13RdhyY0DN0gimOqZjD1Rn5A+8mxpnQNz9Aom44sTTlbnPJP/vRPeXZxyTe/+Y4///OfERoG//nr1/zqT36GJjQe7rbMTiesl1u+/e4VUfTfAHHihzdrLk4Us3GA7wd4jsnxuGE+f0Ycz+najpPzU6oyx3Us9usHZK+GrbeuRSqF7XrsjxlhGNHL4TXWNB2ojlHkYpiKJ09OacoS3RTo5lAQmrrjfrXkeEhIjgme62PoOrqhcViu0Q2NNDlSNy2TyYh4MWE8DvFDh7LM+Hj9kdF4xH53YBRP6LvBdZSkKRePrmjblrZuAAPDMNlsDrz7cMt4NGZ+coofx5RVhULieS5VXSMQ1FXNYjamvFny7PyUJDlgKp0wiJlPplimhewU+THHUDplWxNGLouz+ZAriiM0NMq64vRijmEJHHNgmkmhCHqX0IpZbvf87m++xpiZxGHI9rihbSXJbo+haczGE85PLvn+t3/Nq+/f8uzpY548+//TkF88e8nJdIHQBJenV/zut1/xQ/uRSRCzul9jNB2h85x/8+/+08Cfs026pmI8iRFmw6MXz3jpB6yWa04ME52Od+8/sN8tCYOA8WzKZrtD6PpAJZD1cCNXPa5rE488/sPfvcbsNT5/+Zho4lM3DXVWUFctbQeuF1J1KeMo4uOrt9ytV4hW4C18vMChlg2r9ZZZHKHpAz9vNJnQMwQqhTmo6eNOYVsWSZag9dBVLVVaUDUlpjanKHNUrzA1gW2byLIjdvzBGdQrdl2LY5qUVcm+bhj5MU+vHhP4AWEU0rYt9adArGkaCAGGaQ5LOqaF69joukDI/tPB39IrRRAGqK4GCXEckXc1oT/CMOccjym77QZL66irI0oXRFGI79nURs9UzVg+rJD90BpdLvcoNHaHFM2wkb0kz3OcbqALlGVJU9dgCizXQdd6JC15XtFJyXQUs1k/UFXNJzX7nrxoCKMxSnXIXqCEjmHYnC7GFFVDIyWdhD/79S/Ii4aHhxW+F5KXQ6jXsH2gQsmeppX02iAqbRtJVXZ0TU3TdfzmN1+zu7nj1z95yfRsRl7U/OgnP+M//NXfkBRvCQKbxXRM3AuKqmW52eHZNoZukmYZD3cbbNdH9pLQc+mkhEpiGlCWFVHo4XneYIPuKmRrUuRHnr18RJ6lvH3zhrosmI9ndF3Buw93vHr9njIvWD1sePb0Gb/8k5+hoQGgeomQLWPPJvQcvvn+DV9+/oLz+Ywg8MnTjP3hwH6zQXY1phFgmxqz8YisKuk6wWZzTbve4PkeEoVj2jieTxg27A5HpJIYhoGh6fRdTeB62HFMVRZ4fsB2u8e2LDTD4Md/8iP+9b/8l9i6wV/+m3/HbDJmMg54+/YDTuwTLsbkVY1ualw8WvD2zTs2ux3yD1zv+6MuUu8/PmAiWExigtBjNPL5+P4t19cfePZ0cNicnS9oG4XjBGzXgxNJ002KLMW0TfoMirJks9ux3x14/OQKnQ5H17i5fsfpxRjbfMRkesJ6tSLLEvTRCMM0adqOTvaURYlh2GRZztvrW7b7lKZTdLLH9z00vafra3Qj4uTshLodDZZP32e3P9DUDbZlk1UZlmPR1DVvl0sMoWOZNldXjxGazbuPa6aLxSdpnMIPQ9788P2nV4PF/GSBphkYhmQceTiBza9++fNBz2DbOJZFcUihk0Sei6Yr9M5gOg+YzEcUxxzHd0gPGaatgw77NMGwdWq9w3ItRuGI1XIPfY+rHCInYne7o8gyFrMFWXtENwZi98e3d/StYhyPCIKA9WrLw8OSq8tzdKmx/HCHa/sky5Ty2LE67jkaKdvVmmyX8Or9HXYYoFkCVWdcjjxM18VwbG7v77m4OGc6n3B5cUGVJ9zdfGQ6ijEtB6EZA0anbVGNwvd9dF1QlCWtannx+XP++ruPmF3HxaNzPN8jTUocy6Estxz2w0yxaTqOmx111aGEge2afPvtK86u5oxHI7I8J/Jc8qrA1HRMTBzXp8krhA696tERnMxOiMOAVkp2hwO6lBz2Q6t6fLKgKHJCzyOwbXQlsC0L1cPDZkuepjjjCXEUISWsNhsOSYLlOpRljtAEmqHhOMNmXlWW9KonimPEJ7OxJgQ9DBDcfhheC11D7w26sqHIM1TfEQfDUpBj6ygpKauaOA44f3RK3RQkSY5petiWzmQSY5oGnhvStB1tB5bv0Upo6go/8AYBoaaxWq+QKJTs8X2X07MZd7fXHJM9XafoOkGet/RtSVFK8qpmudxyddlgih56Rd12hK7Hy6cjIt9Hs3R2x4xDUnN3fUteVgNRparoZEvVDnO6oiw4JMch6zefkmcFdVUThiGW5VHsEx5ub/k4WpIUFadProhGY3pMvvr2DSeLKYdjxiEruLycEzg6mtBYLBbc3z2gayaHw4H7h3uqvMH2TMLAYTIesdszzHCUBKUxiqKBtdhJkmOKYzmMghE37x74m//8X7i6WLDbHsiTlMl4jO0E1LWkrjoeHh5QYotuO+g69F3Fw+2KdL/nh9dv+OzpJbvtgarKuP74Ed+xuTid4zo+tuPRdinz+Qmr9X5gEB4OtF1LJwRyf8T3A8qqGubQvSSMAnRdR/Q9RZLizSacLhY0ZUO6zDh5/IK/+Jf/mCcvH/HD199z2O2IRz7/6M9/iWha9ncbXn75gqru2WwyxospGDphPCGIppT1fwM5qfOzC64eX2FYFkmSovqGp0+eYdiCuqmIwxFl2Q5r6b5PnmTU5aBifri/p247dvsE2/FIsgLDckiyHK1vqQ3F519c8vTZGV4wHHCql9R1RZbmtFKhUARByPGYckxL4tGE/GZJWbUkWfmpdWGiay2eZyM0xd39LX3fEfg+fd8zGY3o2o62K4lGEbKXIARtJ6nqGseWHI5HbDvisy++IB6NuP34ge0xYbmt6NBIDxlnZ6eAoO16tusdp+dzyq5mis35+QXb3YYySRG9wvkEBO1kTafrZHlC+TFj4k7ohCRJUmzLxgtcXNfDDR0un15hmBpl0TA1NVbbHVJKZNbhTD3qviHdpojWIE8L7q/v0Q34xS9+hmWaXD65JIwjdCFIdjv+7//n/wFbmDhWyG+++5auFziWzbousU0bw4tJioJpbGM5FqFv8ie//ALL0njz5h2y60izI3EUEIQWadpwfnHB1dVjpGw5bA/Q94zimDwtsG0LEGRFTofOlz/+jGe/e02R7tFdg65T6IZDVdTouknfS2zb5+mTp/zt777id7/5LZphY89GPH38BM93uDg7xzNtRCsx9UFH/+37V/i2y6PzCwzLRBotyfFAVZaEcUDgelRFweF4pNblsB3aVpiuNXzGpMJAENoesusxFJiOQ9NL6DVMw8QNPdIkwQlcNE2jlS1tLxE66MKlaVuaqqbtusEYbFnD/EDpSAGaqeO6Dm3b4lsWdV7S1A3TMELXwAtCVN/R9xaWZSCERi97Oqno+57DcU/gBSyePKKqS7wgopE9u2NCZPi0bc9x39K0JW1XU3U9SiiEEEzCMfPFDMexmM+nOLbGDz984N3795i6xtnZCWE84v1X33H3sKXIa05nEc+fPqWXksP+yDfffs+jR49wfRdNGNzdfeTtu2uuHj2mkjmdlEgl0AwDdKjqmjAKBj16U9PKGs83mEx8Ls9OKI8hy0BndHrG//Kf/hbr1TsMx+DNuweaVnAsFEl54G5z4MOHG371i5eoHt5/vCUIA05OT+mqimgS0rYPxPEQM2nbjMdXM378o+fsDynrzZF6fSAKfMbxiMMuo222uJ6PbQc8LDcEgU9VS+J4wo9+9CNWy/Vg+X5YomSPbmm4tsOPP3/J42ePqPOED9cN6/WaJ2dz9HhM0xv40ZRRFPD2w0fOzxeYjkOWHAgbSZbnWI6D5TgD/cUwKIuaoijJ8oIgCDi2GaY2xBg0oVEXOXWeE1o2IyfkFy9/yv/+f/u/Q4SKf/t/+zfsl2uePn7Mi8ePOJ/P+M1vvgbZM4liXr26Ybmv+PmPztjsC26XB+4fNhjWH1Z+/qiLlFIdRZEhuxxDlzSVy2QSEoQxlmUSBh6yzdF7hWwbTmcz+q6naSTnF+dURcPp2SXL3YEf3r1nvjjBtB1W91tOJx6z2RjD0Hl4uKWTPdPZHMO2qcqasqgI4pAoGlEWNcdjxnev37HdpxRVB5qFZloYpkZdpphWSDyKOBy2g7LeD3EcmzzLqMqW4/HIlaETxRFFUeCYJsFoTBiEHI8Z+0OB7cSslyu2uwOR7zGZhNjC4vLRYwSKqpUkhxzbcpBdi/sJNOtqHZmswZDMpxGmsLBMm9FFzLvX72hKRVt26GcWvdIQwmAynVBWGUpTXD5+RFnmrG5XjCZTnn35HM0w+O63r0iPKfrdhqzKCR0H27XRXYFl2kznI07P5xRFzg9vX/OTn/wUP4j44X7DzbslVD2bNGNXZliuzWwyHl4HdUNRl5RJStM02K7Oz3/xkqypMLthBdnqFX0nMQydNDni2A6zcUzT1JR1TVM1HPYHQi8gDAK8T5oBs++RSuP99QcmscPnP/4JWqsospJlt+Hi5AR9pBEFDoZmkGcFZ6fnzOenCFMnnvm4Yw/LNrm+f8fF/IRnF4+pk5qsrDFtj/FkRi9hv9/Tpi26ptE2FXmiKIwcU9eZnU5xDIUdedR990lYZ9BXLbZhURUVZV2DoWO4Jh39YDiWLW7gEYxCXMsd+GeqJf80T+r9DiUVpmXR9h090NGjAbKTNF2DEDqjKOLQNESej2YYHA8pU9+hrGoM3QYlAI0srTB1nWg8Yr3d0yOxbXt4hRk6WqdTFSWObfDo8oLbuyUZFbPFlPLjHcf0OOS9bIuul6y3K2xbQ4mY0XRM21TQK9q2AtMgL2veXn87ZNiCgK6VnJ2eczpfkGUJnu2yT1Kub1fM5nOKRnJ9uyYrar765hWWa2G6BpouaLuOoigJAx9daNArpJCYhuCLz55yeT5jOo7xbI/D5sDXX79CGhrvb+6wPefTd1gjyQp0QyCTiu16N7iiFnPS9MDPfvYF2+1heG2eTPjlTz+j7xvWqyW9VIziiNFoQl01nJ2cEMQTrq9vub25p2xbThYLZN+zWCyQbctkMuXqp1/SlSW2bRFFPnVZUFYpfuCRZgW2dDHpOZ1F/It/8Y9o6paPN2v26y2jcIToBU+fPKPIEpKsQt6ucByP42ELpsPtwwOuEzCezbBtm+R4ZDSZ0jQ1nueh6QZ125LlJavlA03V4rnukJ2sGhzH5v/wf/xfU+Y1/+H//dd0XY8wbfzxGDMOWdcFq/WOP/vTX7DZ7PnL/8//zL/4V/+cJCvAsrh6fMri7IzTk9kfdM7/URep588umcYuJycz6jplPh0xn43xQhfTMtBNDdPUh627XlE1JXWdE45mxLrLfnPk1Zt35K1EKY2bm1sWiymmafHFF59jWObQHmpbbMfFdm222x1e4ON4Aft9StdJGqlQmkGS1chep+o62rZis95yNg95+uSUxWJOnmd0bcN+t2M8iplMRyjVEcURYRhQliVB6OG6zlBk/RClwLBM8qrm3XdfD5JA2RNHEePJhLYtcV2bpm15/8Mt223G+WyO6jU0zWC73xPHHuJdTdlJdkbCdDbH9nXqsmWyOOH+9h7LsGkrxeGwxvcd1psl08kElCAtU2RbI7uOy0dX1LJlfDpm9BBzfXvHbr1Bd0wWL57jeT6L0xmWbZAXGXf3d2RljmGZ9Cg+fPjIv/8f/z1N1iAb0E0Lzww4e3rK6XxGnufk2aAxcMwJumUhu4yqKfnmu1ecnyxwDJuqLlEG6OgINQSxNTEeWqyeR35MsEwTx/UQvaKTLWVV4voh6/WWb394xYe7a+KzkIvxCbovKPOcqqqZTSNsQ0PoBnVWUTUSPwoYnYUsDytm3gTXc9luHsiqEtOxMdCp6ZFKYFkWVd7QtQpLM5C2wugNTk9OSPJ0OP8Dg0JrOFQJpmPj2DZt3lDnBcro0ZSgbFo6pTAdm6Zp6LWevm2pqpLpdEbZV1Sqo5XdMBMVGjoah+xAFI/xg5CuatCUQAPapkG1HZ0FYysga2vSMseLQ5qkoJOK9XLJbCLpUWhCw7Y99vuUvHqL7GvC0UALCbxwcC65Du/efUShEUUaUrZo9FRNy2gcs9lKmnow24bjiJHmY36y7PbdsGQyimPmsznz+ZSqLTlmBc+ePsMwdPL9htk4RNM6LFMnS0t0w+H69p7/9HdDjGCzO2C6IbIsUWiUdTMsJbgeYegzGsXstjt6qbi4PGEUjvjs2QVVkXB//4EXz57jjxyevLii100+3D+wWu7IspY0rxgiAoOJ21CD9ufD3ZHQNeikhqMrThZj5rMxtglSCiaTEA2dOIy4ubmmrFrQLLquHQjxbcftw5rb6weEbrCYztAsePPDK1wLLk7nFFVC39e8ePmYqqopyortbo1ljpiMFyzvbonHMc+fXfL8xXOE0DB0myAI+Hj9kd//5u8JwhAlTIpacUgbdt/9gGOZqCJH0zU6KdEtg6os6PueIIg4JEf6rkNTQ9fldD5nv9njmgZROOa//+/+FY3s+X/95b/nPtmwzfeczk8wLI/588e8eX+D77hYmsn/8H/6v3JMMnxd43df/8CXv/gxP7z+iGO7PH5y8Qed83/URcq1FKbREYQWs+kMy9DI8hTdVHRysHD2WjfME3qB7VicXSwwrIDXrz5ye7cmiGKS5Yrzs5MBIW8ZlGnC969eY7lPWJyMMGwTN3A5HA9UdcXF1SWaMGhqyfXdmq6DLG8pyopaKoqqosgLiiQh8gavT17kPCzv6ZqSpqpIsoQg9JktpoOuwzDpdgcs28HUtSETVde0rWRxesJorDgeEs7PYnb7A21bcUwTosij6xoMy+B+teXj2wemwWgYDstkyIIonavZKb/9+hWq6TH0hNVyg63ZLOIxYjGnamtMx0I3JtA3ZEnN7d0NJ5cL6jJhcbLAtG1effM9su85Oz3lz//iTzk/PaPLW5I04XQx5/r2Bk2IgYwQxviuj+24lGXO5m7Fw8d76ARKM+h1ycXjS6Tbc/HsFCl7DlmC6ntmszG6brBZ7YjcAM9yqOsK3x5Eh1WZ4XnuJ3uxT6/gkOTYhoHr+ih0giDA1AWN7JDN0AIq6g7HDalbCOMYz3EYRSH1oWSdpFyezDE0jTLPcfyQ5XLF7NFTwiig1yXbZMtj/YrJfEySHng4rFknO7ROILUe3TC4vb7F1Uwcx0ETPV3d4ocBvQDLtqllQ9EU7JojmMMLan/cEwsbz7IRvcBAQxcadV2hdG3wjRUluhCYts0xPSKFAiGQfUfguJhCQ3SCKIwGPUerUFKi2xZCDS8xTakBbVVVzIOQXZpwSHNcPyArK1qpsdkdBkWLaVLTslwtGY9DRuOQ6XhCFAf0vcL3HPb7I4am8/H6FjAGvUtgQ5KjKY1x4HM2m7DcrqFviUKfURRiaBpa3xN6Do8uL4b8kecwMgM0JejVwFrkJGQUuji2CRJ6laEQHLKS7bHEsnUwh3a9aRsDOLhtcd2htTceR/S9oixLQGOz3mEZI9arJaFvM4lHNE3N4ZgOTEjX4vLRI46HkvUmwXVs8qJAdupTONmk6iRZkqNpJq9ev+ZsHvHzX7zg5GxCfhykj9LUMHWbNEmoq5LQj4nHM95eP2AYBmXdgRJYto/qBVlWMRn5OKMR6/UDnz2/4vR0xN3NLXmZoAkdP7D55Z/8lCwthszddMR+uyEObdwgIghHgI7jOAS+web+lt32gJCKD++vsUzBo8szppMRf/d3f8d4NiUrMrI05dHVYz6+u0ZKRVkUCAWB54IA39EILqZDazSpeP39N/zd61fs8gxMge046LZF1XX4veDw7TV/8qufcXe35WG9Y7SYI5TBt1//wJc/+YLD5sDqYYkhPv+Dzvk/6iL1y198SRRYrDcrCqkwIm+g/zoWPXB/e48wDOJ4jCYMPNeFUON4rIknIzpM3vzwEQGcn85pu5b9ZoNjmgOYtCqx3FNMQ6drW6q6oWobjklCWVTI3qCqWw6HHKV06q5Dt10Mq8YWHo5rUSP5/s1bFscQz7WZjqdkWfIJXaNR1zmyG2ZbbV2jK0VbN2jGkNifjEcowDAMnj2+QsqeMHRJjylC9eRZiutZLGYnnF6c8/13N4BGWTb4sYVCDAsBtsso8OikoDsM23Km0GjKCo0BkVQkyXA7Nk0+e/aMvC7wIpP5SUhZ5eRpSVfDAwF1AAEAAElEQVRI0CDZHjmZz3FDk1TWjJyI1XGD0GF5e4fjOnz54y/p65bN7T3ff/09jukgG0VxzNAQyF6yWT4wuZpQlQWHXUKdFPRlh7IErdGhuhbDdoj8iOjkFE0IQPHZZy+YTMb0UoICQ5gD6dux2O0SeiUYj6e0bcfxeMSyHDolyMuU3bGgqyWe47Dw4mGtXmY4tvnpj41t6CR5xWa9Y1t0oCncyOTLH33O2cUJUkmmixmagLwpiZyI2PFI2oxj3VGInrqtCW2P2XxOU5SoXn3aLmvRDZORHQ0RACWxDBNbmGgdaEph6MNasYaGoxsYlg2dHIqy59F0LaZjc0wSehR+GKC3PWVVoCPolaKuauqyJvQ9lBxMx5ZSdF3LIUkYiRBH6OgokAMVI4hCurZHiaFQ5EVBWhR8+ZMvuDifEY1c4jjk5uaa9x92eG7EYrFgvTvw8fYWgY7jeDR1g6bpTEYB88loIIV3Lbou8GwL27LwXZfL0xNse1BlKCmpi5pZHOO5DmhQFQrVD7LKqpE4roNruFw9uuRmnZCXLZowqLoWM3DIipTpdIznW3SdJB7HHI9HHNdFSaiqmu0+4fs3HeezET/9yZeMxxOWqx27/YrpZMpqnxDFIeLuHssUaL5H00ratqFpSzopmU1G/PTHj5iOHRwbXM8mSQ9s1utPiyo6pu8iNPB8jzAKWK+X1FWF6/mU9RHfDzGNwRP38cMtoW/xF//kZwQedF2F64ScXywwDJOqrCjKhulkSlM/UGQZQeizGJ9QFCW61pNnRyw3QG+H1f4//fVP+eHVO2w/ZrXeIegGs7Am+OXPf4Zmm/ihS+A5qF6SJAk3t3eEccB4PMH33AF/FIVoQiPNU27u7vnhww2VoYGm43keZVOxvl/yz/7ZX5B9XBHpHh9vlvzHv/5bvDjiZ7/+KevldjCXmzZt2SCbDse0/qBz/o+6SPV9xSHJOBwP2IaOkg1REOC4HqvVhh7FJIrxXI99kqKZJqPxhIeHLWVVUFYV6/0eVM9iMcF1DHarFs936VWLplugBK1sycsS23Louo6qrmnanrvbW4qiY73Z4YVjeqH9w7ZVrzpk32DrBkpjCHn2EkvX+PLLL5jPxnSyYbvbYFkuvVIcj0eaukPoA0XCDyI62fH6+zf0ncC1bM7PThF1TevaGKYOQg7996ZiMouIpyOOeYofOdR1i2051OWBTX6kyDLi8WzYHNOgazt0z0UXGmZv4OgOh8Me3/a4PJuDBr0hKeqUNq/QS8lsPGW123BMEn54/ZYP7z/gug4//cnPSJIUvR/WoOuyZPnxjtXdA3Wak9xvMMdzqqLC6HvGlsM0iAlnIfvmiNUZaFlHuT7i6TbTaMzp5TnpoqJtSlzLZhRFyLYkHs+ZzcfDxpqu0dQ1WZIiO0ldVuz3CZZlEgUBAhuUDkIDBZZp07QpdVZycrrgcnZOKSWYOhg6ZVkzmYzoOg2h11xdXvJ/+X/+B05enBAZC56cnVEVQwv46eMn6L2gLGvGoUlX9VRphSwbTM9FdAoMBaKnF2oww+YNpayQjo5hArZOU7fMJlOsskfRYJgWhmmiNya2biLQAbA9G8f3AEFPQy8krm1iWjpKEwhdQ9GjJKANCKW2aejlsOqrGwZaJ3EMi062pFkGn7xTjjLo2+EC0vWgCUXb9piOxcXlBZ1sefX6FY+fnOE6JmVRUOUlSmqoQEP2YFkOfhiRZxX745E6yzmZjQjO50jZIDSFlBJdKhxNJz/sSZGEgctoNKJuJekhwTRMhFKMRiHxdI6U3bDQInQ0TVJVBeNJxOWTM95dP7DeHOhVTyiCAe+E4GS2wHEtyqoatgj3e05Ozofvbi0JRwt0UydJC/ygwfcCPnx4TZreods+QkjOz2c0ZYdswTZ6GinRdY272zu8iYfnWriuyS9++SVBoKOQIDQsy6YuKzoJjudyOKYgoK5rRqMYpdvohkWafKCuKuqypmkUhzZjtVzz+NcvqOqSuqlwbBvLclg9bFlv9+RZg+9HxKMZmm6ieoFluZRVOSyBeQWR7+EtplyezxmFAYY9qHLyNGMxn/D29St8x+DtzUeKpmaxmGOaGienM+JxjOt7A+6orJhORoRBiGVbHI8ZwSjm+n7FZpdhaAZTNWc2npDvEk4Wc15/c8Ojz17wP/4//i1ff/ctT58958WPnvGb//Q7dE1gaRrbzY627SiL8g865/+oi9R2t6auSkAxny4YxSGmZVGWJY5jE0eDTuGwP9D2GnXZcn28w7RcbEtxv/xIh6L/pDiYjkPapiBNUz5cryjqFMeBq6eXmKZFXpQ4rouuWxwOKw77lLqFXtNJ84IPt3fYrstsHPHk8oReNri+iYbEpOfi7JQ4cJGyJcuOOJ6LEAZVVVMVPabl0vcdpqEzHU9wPI/VOuXm4w3z2QnjOEbKjuPhgOsF1HWFbkLXKQ77I13X4gQuu92e0HcIjQDPCVgtNzhegGmYRIGP5TskaUovJWWeo4uOL798yeWjC16/foWm6Rhaj+XYROMpnZrw5u17fvv13+JNT3jYbyjbCse1WSxmnJ+dcXt9S1tXmAJk09G2HW1Ro3WKwA14cvUEHQMjHHE8Dpry+WKGHXlopUab1mhVz7PTc2In5OrqjPHJjI93t3TKoe86tssV52dzdCWoy0FuN5vNyPMM1WuUVUlZlFRNQ922HI45hiZwPB/TtFBNRxRNqVqNL5/V/OInP2N92KK7FnVT43gOvQbHJMGyLPq+p1cd0Tjk5HLG6fyEoi5JDgmz8YTYidiwGrYe04rrbz4ikgpDAbVE7wZEEpaGYgCjdm1Lj0a2Tan7Gnfk4wUuXVGh1Qw5KiGxhIXoFaqVmNbQSinbGi+OBoklNpquIWUPUg2w0aIeSAVKo+9A+1SYe9ljmhpC0yjkQLf2UDT0NLIDpVAKylrSdg26aaEDjmMwnscUVc7qOOg0DMshL0u2mz1ZVrJYOLjojEYj7u437HfHgccne3TLwHYdeiFomm6A5LY9vSUZhyFm4GFogqJMWa/uicIpD8s1RVkyHQ+fgWePLyiyAZHkOB5R5OH3gqKRzBcRD7sNXmZzMh+hCcE3Nx84ViW9qRBNxTiOOZnPQUGZVxi6YL9L+Obr10zjweKb5yUnixmqa+i7Csdz8V2HwHM57jN22wQAx7OxTQuDns8/e8FkEiAo6FWPYToYhsWjx0/YLFccjgltpxjHMZ7vUlbVYO7dH3lYHzgcMo77A/P5GYahUZUF82mE59l0XcskGg+CTqXQNYO2kcThlLru+OHtd+RFwUxOuDjz0AyT/U1K2zbIPMU2IT1qnJ3MMbSephvwTnqv0zU5k1lMFEQkacIhz3Ask+l02DIuynoACmQZh+OeZ88eIwSDFLKquL25RpgOJ4s56TEjdFwCx2Xx2YIgipk/17jbb7l/uCMaR/zZP/k1aBp///vf0TSStqlI9nsMXUPT9D/onP+jLlJdK8nTnPPzMwLfR6qe/WGPY9nIXiEdhWnZJGnGaHKKhsXq/ho0g/HkBN2yKJua6WTCzc0dlnHKKPZwbQNd07h5eE9a1CgpMDWb93cf8YMY1W9RCqIo5mG5p6kqul4D1aPTEwceJ/MRrmvSdAW9bHEMC8cdNAJ52ZJkPY8eP8GwTbqyY7vd4zseQRBiWQLDMD7RmH1++fOfMxlN6JUiTVNs2x4+kJ1EdhLbNtDRWS3vCGKfbLVnuV6jNAhGMZrQSY/pp02eA09nT0D1xHFMrzrKdE9TF+TplvkkQghBWZV4roFrCiQWjy4u+WHyDn86xQocqqri4skjVFtzXO9om47ZaIJqOkZBSCt74iAk8iOS/QHPDxEdoHru1g80dY1cP+BWPp2uGM+m6GEHrQIko3hgtaXJkcVijqEJtpsV2/WOJ08uiPyIvMjI0wzHdghOxjR1zc3dHZPJDHqwTItOagPo1XTxPBvHdjg5OWU+OeGH716RdBWXzx6BrlHXHZbnYpgmm+0GP/BJ8iOf/+Rz3LFH4AeoTiIcH70TvPn6O3qpKDvFD6/eUm9LzuMRdVPTt4NbCQV1K4eHnDYQ0Muk4LA9IrSepmuZOQ6aAZ7j0PUtXd+T5fkwI/Vd4pMF++xIWSjSoiQIIzpaZN0ORP66oShqtKbBNkxU29PUNVEcUZnVYOkVGrJr6boewxJYuknTlEgpcX0XQxtedFIITF0DXWCYxmC87SWmY2PpOlleURUFUTii6wS73Z6y6giiEWFY8+72nrqsCTyXNEtQmsHDakua50ymcx7uH3j93Su+//YrLs5n/PznP8MPA9I0o2kqnjy6pKpr4tgjjjx62WMYBq7jYDkWStcwhI7QdS4XIxzzC957N1xenCEMQZqlPBwT8q7BRmFYFnmREHgW05FPEHi8fnVDnlVkusPWqDD1Neenc379qx/TND1l0/Hq+49s9nt6mTMZe6y2RzRhookBHXT/cM8hNXn2+Jyi6BAkxKGLaTpstjt6pdANwe6wQSlB2yi6XrBcL0kODabpMJst8DwH118wnXj85Mef8fLZGVW5R6EAHYFOXXS0teLNuzdsjwX7JEegUzWCovqai7NzDM3EMjwsb/B2mbMJZVVimSaa0Lh/eMA0dAJ/iu/N6JXCMTQmYUjg+3iujePptFLw8cM7mrajLmt+81//nifPn2GZJnEc49oOH1dbPCdAiCGHmG73vPzlT9ENDaH33F1/YH4y5fLxJV/+9As+3F2zPezwfZ+qaVhtlixOTmib+g865/+oi5SlRyAL6lIym80RoqdTPYdDwmq94eLsAteLyLMSx2m4+XDNZntgnya8eKkje0UUh3RdR1KXXF79isjXeHhY00iJWFn83d9+xYd3d3iex2a95c/+/FfUdUuyz/CDMZ3c4JgOhj1s1dRNhaxLVNegC4O+qXGdwRVUFBmeYxOEEfcPNwTHIwiB68c07Y6+SVnMJqi+J00KHMtmNJ3jmDbH/RFNH2gCsm1xHJ9SSvwwwjI1PD8g8DwaZWAoHarBL6MtH6jqkqZVxCOPuqop8hzfdWirgrIaSADb1Q7f1vF9myTJiEYxUtaE/oSqldylCXlVMLZ0fvL8C9I8R9N16C3StiNyA6JRxMPtA0LTkE3L/cMDjuuguzY3bz9g6AZB4ONOIrS6oaxq2rpgNBujGBw2vuWgmRq3mzs83+fxkwvCIGKzWmPZDo5jo2v64PaSikNxxPNa/HBoZ82mUxwvJNkfUbLDth2kUpiOi2mYKKWoymEOWPUNu+TA5u8PTE+m9AiaXrLalwgdsAVPP3vBm/WO69cfmPguIycgKXuuTi7J0gyhW+SHgq3c01UZIoSmqLG8ANWDho4SYDk2vuOhekVWdqRJQRC5WJpFU3aItiT0LRzT4pinZEVBrxmkVU65FfQGlL1EtD1dkZDnBU1ZMV/MhwNNKCzXRTQ9bdWghMIwh+UNlET1OkVZgS5wXIemaxGNRhzETCZTmrpks9mwTTLGsylB6KJ0jVEQ0Mh2ILTIluvbO05nY8ZRhBAGu0NKmhUozSSratKiwLIcyralV5BmBV0nEUKjqRrKssRzHSZTnxcvXgxw0kYSRyFd1+N6DqalI+jQjJ4o9gk8l9V6M1D+pUbddGiawSL0sESP3UzAkExmU/7F/+rP+PrtDXebJa7rkJYZoefSdxWfPbvil3/yI/7tv/0r/vZvX1HXHevVkTjweff+hiA0mM9mRKGH9tk5bT+sh7eV4D/95285pgWmZRFPxhR1Q3nIke0Nb9+/5XQR8eWXTzk/OcG0HPK0IAhGSFmz3W+ZzCa4fsT9as/3b24ZT+bM5xPW6w1+6DIex6Dk0AUJbPKyxqtaOh2uP96y3B4pPxW63T5BiKG127YVeVENJuHAxhcuTmDS1DXjUcB2vaHKK1zHQ4hhgWsUxzRVgxAC37bpiobKHl6TurZls9L47OWP2e8T9ocD6/UON3Bx7Y7pbMHtek/fdoRxzMPNHZ+9fMEvf/ojfvuf/57dfs84jFgbPWl24NXrb/j9q+/ZJTsurs5pZcPusOPp82cc9vs/6Jz/oy5Sv//ta2xTw7It0iQligNsy8WxWwxhsj+kOE7I5cVjbm43/Me//lt+9es/5ZA3fP/mHU3X4jgOh92eyNT5+O41L16cQ9/g+zaLxZyyKgmjGavVhvUmJ08KAt+jaVrkMUMowWw6IRqNOCYJN7dHlG6RHRLasmB/WLM4mRPHPkIoRuMRhmFg2z70Gk3bgKzwHBfZVMNmnK7TNBJdGKSHA32vMEyNJDnSKYiikNXDFtv5pH3vB6/T0ycXeEnJap1itJLdZsnD3QNffvkZdzdLLi/Oef3mPQ+3d7jBcHvqe8nJ4oS2PFBkOaYJpq5wLRM0i7LIEbrBannPdDFGCMXy9oZoPKzPwxCp0U2TyWyKQrC9W6EUdE1Dmh5xLAfNFGz2O25Wd4RRRK9D0bf4uokbePiRTzyJOKy39Epi+Q6arRPGMenugGkaPH/2lLbJkb2kyAY8S11UbNYbxrMRYRRTNy111dK1PYHn4jre4JtQGvv9Adv1cR0XhGCXHYbwYhySZyVRGLDZ7rFdi8A10V2Dw3bH3cMtMqm4+foDlqnz+MljyrQk8CNc1ydfZ6T7PV3dggLHsNANg7TI2RUp/nREaGoU2zVVUeN4Ib2h4foBCEHfSdA08izjYn5G3/UUVY0RujiORlGVlFXHar9Dyh7btQl8H9vzUD3QKQyhoQkNzRC0UtL3kqIqCOMQ2bSkeUnbQdNJiqKkrCq80Gc8mSEMnSQ/YnkOnuxJ05wwDMirhqIsKYqMqu4JfAepoKoaEjJc18c0bdK85uF+zfqYkOQFI9tByZ7JdI5lO6RFjmVY7HfXxFHIL378ObYNpin48PE9CA3TtAaUka5zupgThAGh7+I4Frv8gOw7ZNeSlhW6rlFVNZphMBmPGD06oVWCpKwwRYepGpqy4NjVWFFAMB8xiae0TY6lw7/6l3+B6nU+frwf6BPNYNtWvaLIE8L5lNnEQTd1ZN/TNBqnizFpliM/zao9P6CpLXbHA3WZAQIh3lNXHbahkecVPYLpYs5oPkYXg1/tH/+zP2O1KcjyQdI5Ho/RdHBskyzL0Q1FrzrCIGCzz3j/9ob0WNJ2ik4JkrTAtofM0tOnV1RNyTFJSPIN58YUUw8ZxyGjKCIOQ7LkSJkXdG3NaDyh6zq6rid0I85Oztlsdsi2Y7s6YngCP3D5+S9/Qp43CGO4XGVlzS5NqasW34s4v7giPyR0bUscRVxePcLsem7evmW73RD89Mfc3F4TZTFV27I/HFFtw/OnT9gdctKqxfMd1pvNH3TO/1EXKdP0MG0Nxx5aegiI4hFhMCKOG+7uHlhMzrBdG0N3uHrynKxs6IRG03ZI2dNJyX674+r5E3zX4rhd4/shaVkj24bJaMzlxRVxNOF4OGDqBo7jYFsdD/dr8qLBMl10NGbTKfe3txx2e8ZxQByOiEMfwwTbtOjahvVyzenpGc8fP+Ww36H3AtczMcYjTKEw9QFS23c9VVWRHBKkUEymEwzTpK8bRnFMeiiI44ieHmFKLFND0qPT8P72A75wGIcRXpDiuQ6OYxBFLp89f8Q3377GBB5dXfH+/RtkV7E4mTIZRYCkRSGblizL8GMf03aIfY+6avFCn1ZKNvd3mI6DMEwQOqZtkeYF49mM1d2SLEnxHZuqrEgOR0zT5IsvP0MBxySl64c2k2nqSCFJ85TZbEpvKHzPx/VtUApkw3gUIURPWaYUeY5rT5gv5mhC4LoG8TjCcix0w2QxX7DZ7Nlvdzy+ukTKloe7BwzTYjwZYxoGRVlSdg2mayG3HaIXNGVLISoQPW7kYngubhBwt/oKDYGlbA73W9Ii5bA/YgYejy6u6BWcz04ZxzGbvAPDQGgGVdMgdANBz/1yie6a6CiSNMHwXc4fneGYFr3s0HUTQzdRUlGUOa5jM2HEvi6oiwLDMNDkQOQw7AEKOsgcLWg7uiynq1vKXhG7IUoqurajrmtMwxhAoo7L8ZjRdw2m56AFDuvlCsd3aTPJMUmQQlCrYUGjkRLXMqnahjgMCCKLpizoZUOZVzimQ9MNW4CKIVO22m2Q8MnE3A/5MctCb2rS5Dj8f/Y9u+2a0cjHCF3Oz87oZE/dtBjmwLsUOpRlwWQUkOcZu90GTehMZhOcqqEoC0ajEQqF6qHqa6QaXgmbfcpht+FkOsGyDE5nEZbe84uf/Yi2TijykjQpocv4x//oR1ycX/LVV18BLbbpD8xFAa4z/J4Px5Rvfv81yf5IGPgUjcS0DXTDwHMdVN/i2g5ZVrIxFKcnc3TXRtKzWj1wzDaMJzFPnz4mzVMUkiC0ME2Hpqrx/IDjYc/48Tmua9H3kv0x4/2HW4QwSJKK/TahaTourx6RpgWB7zOdzjAMDVnJTyLPmrZrMXTBYjbDdyyqqsAP/AE84AVIKdEMg17CV6++JfBDLNtluX5gl6WMFyGnZ+ckWUrZFJycL7D3Gfn1krKUbA8ZD+sjjy4vmZ+fIruGcTzi7MUlu/0GKXPG44FraZoGRVVz/9W3XD1+gqWbhH5EluXYls18NuX2+v0fdM7/URcpzdBxPZssS/numzU//umPsBwf2TTs90eCMCLNCv7Lb75CNyI00+LD7R2aaeK6DjBw8k6mU8o85fLsJxhGR1ZWRL7H40dnPHn0hLatmMYTTmf/HM+1SZIE17YYT6ZoJJiGQde2JIcDQeBzcXbC86fnmLqglSWWpdN1DRLQtWGYvVmucR0Xzx1I5se8YH6+oGtbLMMY1OqGSddLqqpBTDXm0ylKKeqmxbYddvs9QeAxigI0DXrZEQUm87Mpm9s9h48H5pOYppN88eUXVGWB79o8e3JJ3da4js5Pf/w5X339e+rSxvdsppMY1LDFGAY+pmFhWw4vnj5Fdm+Yzqf06DiGju363O935G3Nbn9A1y2yY0bTtoOccDoijgOqvKTrJCcncwA62Q5oncDBsgwszx5Chbrg8eMrtF4Rhj6q7aDvcDwLU7dIjruhdTWY4LBsA02CosQ0h8tDU1eErksbRey2W/a7/bAIYAiUFMge0qLkWGY8fvaULMnp2o4P72948uQRv/7zXyH0DsczefXDW169eY9l+xiJZDqOaOqOJM1ZhCGqg49vP5LeHqiKCjv2kLZOkbUcNgd6TeB6Dlqrcb1a4vgu0emE4GJC9GTB/npFtTlAXVOh6DpJXzWMxxP0HtKHLYalc/rklF2WI4SO4djotkWWpViGQb7eo7U9TVGgeugMhzAOyXNjIDmUNarrQWgIU2M+OWF+tqA3oO5birJAaDqW43CsKlrV8fTyir4feHlF0zOJAyzbJOlaTM2gqWqqRpI3OXUr0QyHpkoxLIvxKEJnaCmapkFVV3Syw/EdLF2nbWuSpGE+jxmPR7i2w8N6TVE2GIbJ+cUZL58/4/bmmrqqaZoGx3XopaJtJXXb0HYdvqfjei5JmqFbNpYwGE0d3txuaVtJ3+YkXcWTsxFXJ1Py9EjgOeR5TnI4crKYc3E659HFlHH0K/aHHboGhqGh6RqGYZBlNbruIaVFUTdgeLRtQ9vmGKYBaDiWwbOXT4ljh6LYcXZ6SteWjOKYL778nF61tLJhvVpR1TVlMdDbVW/w+999x2G/pmsl0+mYtilIkpK+VxwOBbphUtU9TatAGOiawfNnL0jzQcqYZgbxKMTUBP4k5vOXT4kCg6rOcW0DhKKXktlshlKQ5SW+7fHmzVu2+4TXbz4Qjye0avhe3NysePHFZ6CZTOcLvvnmOzTd5Xa5RAkL03Hoq5JOdniOzcsXX9L3DWfzMXd3N5yfzfG8AF0TnJyd8ertO169fct4cYLlelRthWm42JbDs2dP+P1Xv/uDzvk/6iK13W5QKuTliwtOTyI8x+X9uw9cnJ3z2RcvSY4ZNx9XxOGU2+We+/2BIIqh6wcQZXagb1tCz6ItUn7/+2+5upwym88IgiGb0LU1Wj+YYh1Lo+/b4WC1DDTdoqlq9rsdDw8PmI5FXdccdiuEKvnxly/oFaB6lOpRUmGZJnl6JE2OxL6HaVm4lok2jijzAk1AI8QAeGWgF5imNWwnFSW6aZLnGffLB0ZxTBCGOJZJ2xWg9bg21E2GMjSaVrI/pHiOS1VXhGHA737zW4QS2J7N+v6W84sT/umf/4q/+Zv/haosKHIb1zGxdJO2rYdcUq8whE7ftJTJEaUb+I6FZVvMJlOym7thrrXbUJcVbVuDktRVwWQ0xrNtmlaSl/kArNQG03AU+ETjiKwsUKqjKnLG8xP6qka0kjxJMA2dxSga1qQtC9u20A2dQ3JkHEf4voOuDS0S2zKoq4YoHuN5AbfXN7iuRzSe0LQtVdXgBiGuE5DkBbZmcz4/Q9dN9qs964c167slo6kHdCh0DMvh8dOnfFy/QdNs4umEioamavn49ob17ZqH6pY0yRifTJnYczpdIFWPbBXr1Y6yqdBCC6l6bM9B2DrLZIsRW9gqZL9coekdvmYxsn1s26GpWsZ+hHAMaBV6p3CVoG86LMtkEY/JtgeMVhH7Ec5owXa/pawalCPQTQNN9Ri2xT5NsBwLNwjI24LNm+9Rnz7LhtAQnQaGSdf3NO2gl9cMDSElRQXoOVPl47sOUeSTHFPKTlKUHfv9AV3XKbuW+adLSOC6nC5OCAKfm+trFBJNKcqiRNU1n3/2IzzfGsLQq5osq8jSEtPUqGtI0gPPnj/l/u6Wwy7Bdm26VnJyOuKYFwPUua4wbYfruxUP2z0P2z1oFnnVkecFz54+JwgcXj59gmcOBuhKE9i2g2XlTMYh6XHHxtY4HhO6rkPXBXEcEoYhXd9RrFPevX/PDz9ck2QNuq1jWzaGbrDdbpGyJ3AtLBPi0MU2AnQdfC/CNBRSNtiuiSE1ynK4RLR1Q5YcaBrJF58/Yr/PWS6X5NkR1SvUJxxVFE4oyoo8PyLVoFlPs4yiLFivt5yfnfD5Z88RomN5v0S2NU1dIF2PzXpNmaW4no/qwdT1wfjgDHLDPC8wbJvFxSUfrm/oe8Xjp0958+4dd/c70jylrhuEbrPcbDkkBY0s6GTLxckCQ9dpm5peNjiuzt3tW0zdIApd7u7vOWYV17d3rJYrXMelLEtc3+dhveLJsyegC2oleHdz/wed83/URcrzfOqyZbM9EIQ2buRjeR553eApaFo5uGrU/0/kpVMXOYEX4AQurm+gupYmTfHtkNl0Ovh8EDTlsGnU9Ypkn7JarzBNA83QiEZjFicLjvucoqipa4mmaRiWRRh4rJY5SilMy6Buh1ZGVTYsTqZEUczNxxvGo4jJdIomdLqmxrFtlg9L4ihECTA9i75VWK5DrxRKV1R1w/ZuTdW09EqjV0MfXdN1bNMe/DiqQyjJPtnj6BZ51gy21TSjyBPOzk+4fn9DqLlM4gBDUwjV8ujROXmeoxTMJhOEgNVqhWkZnF1cUpQNeV4xCieYlo1p25i2i8wrojAkyQrarsNzXUrZEsUxnj2ATTVdwzYNkixD03WELrBcCyfyEPaQz7KVjWolX/3+t9hK53Ixx7EcbMvh/npFlie4vkerWvIiZTyecnt3z+efPcM0zU/yyD2T8QRNQF2VOI6L50XIXn0CpLYcDglpXrBb75hO53RNh2kZ/Pjzl/zu919z+/4ax3lCOIk5PT3HdL4hyRN6XXCsMqQucUIHhcar714hanBsm9nJHDNwyZqCRusxLBtZNQg0bMvh9PyCfZ2y3+3xQhc79lBSUZsKEdg4gYfea5RNizokKAl+ECJMjcMhxbZMdNunahtk0WA6OjIp0aVClg2a6eL4Hq5uYlkmSnYIMcQrTGGjWRb22BvsrJFPfDbF0DQc3WL/sCPfZcimxrUtNF0MLS/fpcgriqql7zLmocdqm5Fmw21/udrStDXz6ZQoDNEMA991mU6GS8FmsxkEoQUUx4w4HrN7WGKYNqv1lrPTE4IoICk33K1vGI8jZr5HVbccjym6ZqFpBllefCJ1dNRdx+1yxXg8ppbw++9f87BNqHtBLwdbt+VYRKHHbBqRHFNS1ROHHkW2Q/US3/UJfA3HdZnNh9/DdrcZ+IqlzvFwxLCGf/ftu2uKSqFbHgoxMBGbBsGQW2ybjv32gGxLrq4Ww+xtv+HR4zNmi9GQRzse0XQdCx2NmpPFjCwtQde5vFowGodD4NhxsR2H/SHh/v6B0WTKaBSTpgV5PqDCPn74wHZ7wLY0HpY+UeAynsTo+pA3G0/GNHWJgaCpGwI/xHN9jmmGJoa57MnJKfskZ7nesdrtsQx9+JyYNv/lv3w9iFDbhul8TlkrpIT5dI6iI00zZlGMaehYloFraWhCkqcpTdXgew5F2TGOQk5+/WekRUUre+q8pJU9q/UepUNW5WRd9Qed83/URcq0LOqqpKxqgiDG90MkGr4fkOQ5ShOYtoFUgvPTc5qm48PHG8bxBE0XnC7m2IbG5uGeme/w/OUT8uzA8XBg9bDixz/9Oa5tU+Y1KI04HhEELp1SqK6j62sWJ1OKvCLNMvwoxPNdqjLi4uL8kz7BwjA9dJECCtu2efb8KbquUVTFEBauGuIoIvAjALq+R1c6hyLHDQNk32PbFo6tk+cd+/0DrhejCfEPNlTB0CLUDYurk1Me7lMsYZImBeuHNb/85Y/Y7zc8e/YEzzYQSnF+vmC5uadtC370xZcUTcv7d9ccjvlAqg4iTEMbZgZ1Q1015EXFIgypq4aqbD/9/SuOeU5Vlzy/eoxrWoSeM8xGuhbbcVCaRhCG1G2DqgFTwww90AW6aeJ7AXVeoVsOBoI0Lcn7itSsubu9Z7dd8eVPXzCZjXECGzcIWK+WXN/ccn62IAgCvCAcFAjpkU4Nt+YkSTimKZPFhOl4TNt0iF4SuB6WMHh8ecVhsyMaj/hn//TP6DqJxrDkIXWN0XxM1TRsiz1preHFPqayaapqUFpYNujQKokmJJgayjLoTR1TDcUsLTK6tuOzl59RypLNdsl85DGdT3m/O5KrFtE1ROEEwxBUeUOR5hiajus7qE6iGSb0Pb2U1GmJ0ipE01N3LapTtAq2yY54MsGyI0zHoJMdmhCcnlyyyw68uX6H6ViMLhdIR9CpHilAmdqw7Yfi7HRBHMeURUHTtqi+ZXt/4PLJJdu84phU1GWJbQqiKEDoEYauY5oWjmNhGSZJkuD7Po+fPiFLU5JDwmef/wjf9fjr1Y6//a+/p+tq9knL/nhE6Aam4+P6AfP5nKbuWBbbwYNl6Di6A5rO4XCg6XuEYVF3CmG6zE8uyKUJRcmjiyuOxyOubWHbJpZuoGs2ZZ5yc3jA9wbSfByFBKEHQlFVGX5os1p3jCcjhG7QNDVoEMQho/GY7bbDcIagsKYPeDXHs9F6MGyT4zHFMHrW682QwzrsOb+YoBs6hiXIc4PAc3n/9pqyasizisOxwLVdTKNACQ3XtbEtEz+I8H0Py7CoihY9sKBXnEzndL3EC3wwBHlT8PrNW375i59gWSZ9W2MJiIKAQlNDNOKYkVPQq2GzM0tLVA9ZnrHdHIhHMf/6X/+rTxaGDqHb7LPveVgNuLhvv/tAkmTMxxOMvkfpGlEQcrKYMwo8yrJgOp2hCUVXtzR0KAXJMeHjh2vGswXHrOT+4YHpeIIfBTiOw3Q+xrB0hP7fAAVdCMHJ2SmuJYl8H9EPc426qdht9vh+zHKzI/QWfPX7b/nq629wvRDTXGHYQJtj6QJLU4xHEZ5n4XsL3v7wljiOCT2P9XbP8m6JZTrEQUQv2gH+WQ4MPoSi6xvCOOTi8pIyzxBolGVFnpfDFw2BoRt0TUty2DObzQe+mO2iGwardElRlEwnE/IiAxSGrjOdTNmsdni+h+u75FnF5njEsByklLQtrFZLXP8SyzIpy5xDekRrJY7QcCwNZz4mT45kacnF2SlZchwGtLKjaSrmszmGaVDVQ5vMtFasNnvuV2sMU+fi/ISqbkDTmcwX3N4/MBpPMSxnSNID29UWzbYI3YDFdEaR7BBdzygeUbYNeVVg+z6WZfGwWROPYmJrxNnFGcvNmirL8YOItus4v7zieLdmtd7RN1AVHdvNnvEopC5bfD8gGIXkRY1puXiej227mIZOUzXUTYNhWMPsz9KhgOl0guw6lve3TCYT5tOYcRTQtw0Wgtj3UGrQenz/9i1nk0uOTc6r+2vGsxHL1Zbzx2fcX9/Q9i26OWTYfv7rn1NlJXcfb4cWhuy4X61QCFTXUB1zqrKiR7HebBGuTiFLur7B0g0ebm64v7nFsgdFeKt6VA9CgNB16qaBSqBrGlmSojQdTRPETkjouhR2zcNuM1zSJhO0xsAILbTA5HZ5x3q5IggCvjj9GaLQ6ESPYxm4vovtWxRpgixqVC8xbQvLdjB0m+KYoegHonxR0MmGh9sVi/MFSgwvENMYWtGy7yjLAse20IWOouf84gJd17n5eMN6tWI6m2M6Dm+uP3CzXjKfTXHskFfvPtD3isB3mc8m2KaG53m0Zc7hcODi7JwwiumVomkHQobqFQLBZndguT7y8X5Jr5t4rotQiskopixyfNdGdh152tJUFbKTZF3B6ekMXVcEgUvfS4TqORy2TGejAfLb9cNFSsHZ+Qk//ZnG++u/opEthg69ksi2RbYNnewYTadMJhHTiY9h9Nzd3ZNVe/bHE8zVCs+zqTtJkh2oW0mnFJppYNsGZZkhTRvZ9QRhzHg6ZjKeIGWPlPD+3XuyLKNtGkanI6qm5mc//TFv3r+jl4OG5d3bj1yezxBqoObneUbXtbiujx8o+h40Tefubsm7t+95/OgJn332EtO+58P1R/zARwkxtJBPIp7mJav1nq++fo0mDMJohGmY9F2N78QIbUB7WbZN3dTsdgdU3zGdzMnyms1uS91KHr94zsfbB+7Xa9AUUrZI2aFpCkvXqfOW/JD8Qef8H3WRGk/Gwzp4vmW13GDYAiOwCaMJyaFiuyl48/qW7fp7VssdluWRphVlfcePvnzMIooJfBtdSCLfHVZgNZ0ojonCCMuyWd7dk2c5V5eXWJZD0ymiccjhmNG3PXVXoGRPXTUcDgcEAtvxWa53OJ4z2DvLElPXuTg/w/EcLNPieGyRXUvTtliWS9O0bDY70MANbJq6JU2PmLoNQN12GLaNH4d8+OGWJ1ePqOuSh+WOJM+Znw6BV9nBYrpgNtoTuRG+67NbbsjyjOnEYzqdkCYZhqFRtyXFMeHi8gKlaWy3W3Shsz/sqdqG0Sgmywsc20Z2LVEY0tQdbddzffeR1WbL2eUjLMvE0A1s00YXGk+vHiObGs1w2B4PlE2N7jgc9ylZlmGYBr7yyI8ZSEXkRtRZRVs1hG5M63rsuh1l2VAXkr4XbPYHjPuGxcWC0XyC7YBmaARhjK7rZFkxzLuEBkINnDrD5XBMOB73jCYj6qagylMc26VtJVma0XQSXTOQ3bDi7BoGxSFF2pIg9HFtE03A+eMzLi7PuLu9Iwx8Kk0nHkWcns6ZL2Z8++13wyGng+MGHMrNMMPoTRop6aXkuD+SdBmWa9ALKJsa+p4qK4iDENX1aIaJ6Zr0UmHoBqrvqKsahcK17UFlkhZkaY5mG1RtjexbglHAPNQRrsa2SilUy8tf/pisKLhdPbDd7hjFY05OFwSazcQfoXkjkvWB480eQzNxXHdgDBoGuq2T5Amu4zG2ptw9PLDe7Xny6BGmZQ6tHtehV5KXn79EEwLPcVF9T54V/PD6B3bbHfFkzHg253a94rs3b3DGIVboIhW4o5jHF+fYAnzfxrXBUJJOF8SjmNnpgrqohhxjmlJWFUE05vws4NUP77l7WFJVDb0msUzzH7YHNQG+69J3kqqqyLMC37UIw4BRHOPYgq4t8TwXx/UpigzH9jAMi9Cy2B+PSCn5+uuvuLk90nYNeVFimhaGbgyiyjDgdDHD9100eqSU9P3wInny+AUni3P2+yVt5+LYPp2ULFdbfD/EcVw6CWEQYhsWQRiSZTlRHCBVjabrOJbgL/7pn7B6OPDmhxuapuTh/p6nzx/z5NEFVV2jpOL+4ZbR2OdsEaMZJkma4bo2su+xHJe2lrRdj66b5HnB4ZAge4VjG/ieg20abPZ7pITb+zVXj57x9Nkz3n5YURYS2+nYpwWaqinqHlMXvP9wzcunj9B0hWEIPn68BvEehMb793csVweC6YS0KDEdB0vXsB0bpCR0TJ4/ucIQEmTzB53zf9RFynYs8jLH0Ew+XC+ZzGL6oubv/uY7rt/eM5qc8PH9Bik1RuM5juuz2e6wNA3RdaSHA2WqiEIP1zIwLYPjYctsOsewTfbH4Uk8imeD2VUIwiD6pGmvmExmKAwWiwvWu4TN4ch+u0PQ8/kXL4kCh/VqzX6/A1WD3nN2dkKepigEkR8OodwqQUoBUqILna7tcG2P4+7AZnPg0bMnhIZB20vswOf64QHbconjmPuHA1/86CV/+Vd/x9l8hOPa9JqOrRtooqducja7FYam43sGaD1Cwjie4OFQVhWOPTiFirKl61vG45i67cnzjO12xziKQPaYms5sOvuHL8jF2QmOAX/y5eekWcH7u3vKNCU8O6XRDD7e3nP98ZbxfD4U/PUa2xrEgoHtUSU5aXJAR2M0GmF00BUtqh3mMH2r0UsQmuDlj19y/niM1BQfrz/y4rPnxOEzHN+j6SVJWRAGIX3f45gehmFS1yXTxZjyfY6SAylc1wRK9DiODsqmaSR11SD7HlM3eHT1CM0xeXv7jqeXZ+RlReg4VGVN4Hj8/Oc/JTkcafISqSTC0PBjj89fPufNx2uixZz9MRnUB02FF/iMfI9DmoAm+PLLL6n7hiTP0S2bF59/QZNVNE1DkWVohodpOriOiz9y2e+2n/IoMYbjkGclh+SAMIbfjTIFluWwSQ5oIxuld2g22KFLIRuUpUMrCSMfUzfo8pYfPnyHF7mEkY+Ng9HrA8w1L4cbumPRNjWaNsQq6qLk4vyCzW5P27UDYklo6PqAQ3r6/AVCCrbrNd9//w0P90vKpuH04oKzx5d8WD/w7fffYiC4ujgbDuNekSUJeVPS0xNFFp7ropTg9fdvqaqKeDzl+v01L5+/wHVDqqZD60EguLq8RCqdVkl2x4SyLIhDnzzP0TSNsizJ84y+7ei6Fk1zPh3eLbqwsW0LRU+R5xi6hhCK5HhE9j2O7+MYLk+uHhOFHe/f7qCXjMdjLNviY1XRy0EdctitCHwfx/FRSsOyPT68vyWKAs4vFrx595okKRDCZrU84vsd48kYTdMwHQcpexzPxbCtQWpoaji2xdXVgsV8jFI9dX3CcrXDcQy6rqbID5ydXtADuq5wXRvXHQSYUvZkaU5VNgMhQzd588NrHj16wq9/9Wd89fU3vH33lqLIiKIA2zEJ/BA0nX2SoTS4uLpC0/4WxEC0QRsWWso0x7UM2rsHLEMnjAKu71d88/332K7HaBKzKyreXi/Rb/fE0xjTNcA2aDuD0DYZBy7T4IoyTway/R/w80ddpL79/js8zyMKRqyWd9h3S5zA5fqHW+qsR/Y5Qlk0bUevWqLxYBr1fR3HNhjFMZ5ngmqp2+YTzl8nCEM0TSdtUk5OT+k7xdfffIuuC8bTCdPplKZsqcuEuu3ZHxPefbzBDWKQPcfjYQjk+R7r1ZpelpydzxBCJwgj9pstneyYjacITadXQ2iuzEtE1w2058UgH3v69Dm6ZaChsTsc2Oc10XTG3/zdb3n06BGH/ZGnjeLy4jGirxFA5AXU9Q4NRZnnmIYBSlA3kt02xbUMSq9gcTJDNzSSNEEzTD58+MiHm480dcfjR48Jw4iH21uq0xbPc0mzA0IzUT0Efkgc+4zHIY1sEUpjMvJZbQ7kaTYMSbc74tGEoij58PYjURgibI00G2SGZqVjYTBfLIiCkO9uN1xfX9NUHavVAccKUZ2iagq2+y3Pvlzwox9/wWb1gKTFEDpt2/CwXA9hTwlCKdpeYRg6lmljouO6FofdjsvzC+q2pCxSXMfD0AVKh9PH53x4f41SkuyQ0Js6F7PzAc7a64SYfNguucvuePniGa7rEIThwPejRyjFar0m3ezx3ABPmFh+RCd0LC+gtTRs4VPUJXe3D9ihjat5KNnRWxYt6hNFo8APXWQrcR2PXipkJ2nbDj8IyMuKJD2CY+JOAjA0RGaxW67ZHFYoTBYXC2zbwbBN6qrj4vSM/JhR5gVNWXPcHLh9e8PFo7OBfWsxvIBlR1s2eIGHY1nUZYcThOTpEb0HQUsUejiegx8ENHlObWp4ncebV29Yr/fcfPxI19SYjsPzL58xmk+oZM39bonhGDy9vGAcxygBslfYskUzdKIg5PLRIyxdZ/XwQNOAwObtuzuu331kOplT1iV9L0DXOeyPvHt/jWl5mKaOa5s41kBOl21LnqUsV2ui0EeiODk9YTIKMTTJev2A6kPC8QVt3WCYJpquc3N7i6kPehJT9ugmCKVx/f6W3WbPeDwjPewZj0csJlMelnfkacrJfIZtW9iOSdXUrO53rFdrqqLif/Pf/3Nkq9E1gvu7ewQmlumgpMBxPXTDpEeihMC07OHy29QITXE6nbHdbFk93OF7AdNpjOfbzBcz4tgZrM2mjeeYCK0HoChrfM9H6AydBU0xGUf0SrDbHVgt10ipaGvJ4uQE0zY5piltK2i6GtcbtoBvbvfo+sDV04WgyEuE6PEDF98Zoip2ELFJMh5WKw5Fx9w3We0TiqqiVT3bzRZ/HKFaiaGBZvcEjofveHiuy5sPHzg9W/xB5/wfdZESukVatPi+YjxdcDzssFvBxeUjjvuMeDKlA9ArgjBAyp4o8Li8mDKKXCbjGCEGfMtkPNADZA+243LcH5GfFgayJMFzPaIopAfyvOZwLEizksl8QRSPOT3radqOsqjp+p7dLkEXBoET8OjqJU9fXFB1CavtDttziR0dYWpUTcvq02vFcW1MXQc16Cd00yAexfT0tBK+ffUDUneIxlPq9i2//+oVs5MxSvRcXZyx260o8oSua4l8n7quOZkvyJMCUx++ILvdEV312KaB53v0SqIJhR94hFFI4IcYsUkQBGgYpElGnhUURcnxkKKZFllaDDOwIsMyQNESxREnk5BRFNK0Ne8/3OB7LkIf2jBZmeJZEzzPZxKHSNkhNEGWpmy3W67ffuC//uff0DWSs/NLpKGxOmzw/AAvtjBdjfl8ynwcQ1fSyBZdG7IqIBCahmaZoGCfJNimTRwZdG3FaDTisNtT1xXjScQ+OSKExLRM9rs1k+mYx4+uePvmI1IpfCfEMkyapibdHkgftszcgM3tmuyYUhcFo/EYDUGeZug9nC5OcHSb+7slSugUacrxcODsySWtBM02SXbpoDPvSqJxTNP3vP/4gcj2cTUbz/MZjcYc1jsMzaSuB6K37w8FcX9M0HSBpkOvC07OT1je3aO2Oi+/fEGmVZiuCT24lscoMFnfLMmyHNcdZqpVlxN5IY7uYEgTG5NOSPa7HYZt4eg6VVXStC22UPR9h25Z6LoidnwOacHZ6SltrwgnMZHvs9pt2e13CB2mJ3PQBb2l2KY7ru+uaZqKX/7sJ+hC0HYSy7KIXZdJHJOnCceq5usf3qIpOG73rO937PdHrrcp89jn2+/fYpkGT54+Qmgaqu8Jg4Beabi+hybg4WHF8mGJY9uM4tEnaahHcjxgGRrTyYgiP+LaDrPpCV2jyPOSwDdQUuOwS7BsF9t2kVIwm3usVmt++/e/wzCGV07X1Li2Q5kVRNEIoeDy4oJeSUxbH5h9UmIZDrpwuP245O5mReDHBN6Y9WqHexVxcX5Gkh6HzcmyJC/Lgejftui6xtnZCZmVozqdy9NH5GXJZrfn/PyE8WTEfBrx4eM1o0mIbC3yNAF6NM1AN22KMqMsG2xLo+0knVT81f/8H7Etm9FoTBjFeL5H2dS0jaKsOqSSSCl588N3vHu/RKAwxNBBRYGhG5RVg+u6+FGE6Qbs71ZkZYPthkgFURwxGY+J3Jg3b66JYx80xST2GTseRZZi6QaOY1GVBe5/C6oOw7EIdJu6abi6vKBpK5QC07SYn80JozF5UWJZBp3subu55vnjR5zOxjhmR5EfOTubEfwDO0unqBrevnmL7CS+76GEYjSZYFoOXdeTpxnHtED20Mieh/WG6WTGfLHg9m6JEhqeHyGlpMxr+qbih1ffc3oeE01D1psVJ/M5QeAOMxTDRglFlmWMxmfkSUKZ59iOy+nZOWEYcUhymrrDc8fskoJvv/uKh/WW6STGtC3CyEXoHZqhYdvWUHx6BbLHtnV81ySMQ4QYshamJri+vyOMQ0xbp+8VXdMRegFnpxcsFnNWyxW77YbHV1cUWcrDw5Lnn31B2/Ucd0eOeU7dlMzGPleXJ6DBfDamriWHpMT1HIqqQVMtlmkytUZEvov3iYrdNS1lUzOfzxGGzmG358nLoX03PzlFCy26pmVxMuPp41MeX86ZhxGiV/8wf4hHI9abPYZlYdo6juux3W4pygLLdmg6SVfVNHmFbQ9frt3+iGkbGIbOZBQjVE9TlaheIFC4novsG5o6xbJMmrqhazquFhPW7gM+BuPJjLzKB1q80IY17PEMQ7Mo0oLlcoMudHzH5enlFa0teHUzYLiiMKRHonUK13SYj+bkuyOFLnEtF4Gg7xT3tw/4jkPg+cDwuRN9j22aJMkOK3RYPyyxXQcjMJGaxLNd0GD5sORifsHN+2uyNCeOIqbRhIcPtwSWy3QyZhzF6IaBbzskh4SyKJj47pDnQ+EFHlEY0nYNTVnjmAZpWrDdHvj5r3/Js89eDqHgtqH47W+5W27w/JBoMWH7cMt629K0NYftlp988cWw5ozCswMMoK9riqomKXKOhwO79YrQD/FdhxKBFUYUUvDd+xt0JRB9xy7LOD2fY2r6cInoFbap405GVJ/yU4Zl0LTdAEA+O6WXHff3S4QmMC2D85NLNMMhSQ7o+gBybuuO6XjOzfWK0dgmCGzSrKQoWtpWJ4hiIt8j8D2iMCLLE87P5timRpqkPCwf8DyHpqs5mS2Ig4Y0Tfndb1/j+S6NqVOWDav1jvXm7/jy8xdMpoME0/F80uOBrqk5OztFtjWb5ZJ8e6CpWp4+eY6GIgo8ThZjlFIs1xsm45BedBRlSln9f8n7s1Dd2sSuF/2Nvh/j7ZvZrrmab31tVX31VVIm5d5uMRCRgIoogQhBJAEliOZCiKhgkIjiRYgXhtyIgt6J4sUxHI9Nam93WalKVX31NatvZv/2zej7cS7G2rVPtmdvquAEdjjjaq73fec7x1xzzucZ43n+/98vwvU8DMOkLmv8fYSuG2y3ewzT4f0PPiBJUmbXsxakrak80O/iByG7IGGzjViuFkwmI1zL5PBgTBScs4tDLNtEVXVkVaSmIowjXl3GhHG7RC02IrLQICHRFA1xFuHZBl/+8CHTwymCUCE1AraskkYRXschLwq2mzWyJPxw4/wf6CzyB3zUTQNNRRiG5FmPw4Mpy9WG6k2cVpJgMu0TJynz2Qp/u6U6GNJ1DZoiQFdEdEXGNjXqsqShIQoDZEXBdVxkWURRdIq8AlHgdjYnTjOmhwdMT0/5z1//b+z8DVlZ43kt6l6WJZIkYbNa0e+4HIz7TCc9ptMDBLlkVcNmucJzT5BFhbwo6XU6mLqGIIJAQ7fjoSgidV2z2/qUTY2q6PS8PlFQUqQ5k+kY1zE5OzshK2PqsmmvnPKG3XZDp9vFtAw0WebgYIBu6piWzXq9wtItRKFpxXddjyTJefrsM3w/QpRFiiynqirKoqDjedw5PUIUJTRVpa5zBoMejx4/5fT0kMnhFMM2CKOw5ceJJUWRYdsWaV5gGDqGrrcCNbGhLHLiLEUUJPI0o5EFChoG0yEYW2pBYJOuefD+HQb9AYoCutTw2fe/j6eaPLh3hihBUZb0+jKN0KDqrR9puVlTU5PXNZKioCoqwc4HBNK8ZL7cMLu5Zjzq0x90iOKETrfD9fWMNMtxPJuyabBdC1mT0G2HMM/Jiorbq1sEIA59PM9GF0T8MERVVUb9ISIQRjuKpsRy7ZbWfvcU09DJhZL7d045Oz1rFQW06oPIjzAVmyjdU2kNtS4QxgGL2bJF5kynFGVJU1dUdY2p62SbkGi/xxn3qKoCuZKYjEYkcYKYiTRlyeblLdH5Fk016Fk2Ui3RpAWKKCJLEoIstRqSLGPhh0RBjCyrFFmOJKqYroVpmjSiSI2AKLcpvjhKqeqa73/+GZoIeV1DnaOKtGGQsiFOI3qOyb5WSKMUXZBRELF0gzCJ2K7XuLZNFAZEQcBmtyWuCoIiZdifkqcV7nSIJqo8ffkay+2SxSn+fsPr2xnz7YLpcIxt21AVSCJUZY6uq/T7IxogiEMEQWK2WHJ5cUFdN0TVDEkSePLigvffPWHUczBUDWhXEeLXGU0jsd0GTA4OGYwmXN3siaKUzM/IbBPPdtjvdmiySpokJGHJ8vYaWVVxbYvhdIokiDx//oLlfI4kqeiqhdCIvPXWQ/wg5ennL/nd3cecnk2JkpC7D+5S5BmeZbak8V6HusjQZBWqiqZpcVG2pRH4W2zHZjDp0e10KaqCNOlwdXnF7WzFfh+iSq2wdbv0ESSF9XKLrGq89/676JrOo0ePcT0P2+kw32xZrrdc3S7b9QihRcx98YMT3nv7Hf79/+M/E+WtYywvCvIqp6kr8iKn8+ZOUhZFkjSlUdWWbFKVqBKcnh3hdGx0VSIKYt69/5DNfI1uKgiFgCg2DAbeDzXO/6GepFzH4L133+N73/o2qiqjqa3fKAxjNusdoggH02Frae10CbZ7rs5f8dyTuXd/Sl1VFHlOWeRUdUWNgiJrqEpJUefkKQxtl+12jSyrZEWF7XToD8esdj5b38ewXcoK5sslhm62SBhd4+HbD+m5Nj3HYjTq8fzZS0SxIoz3OI5F4IcoSsFivcPtdFsbsCaRqxJlVRDFEbpuIckSaVyQ5gVNUSLVFYYqARJNU/H61Us67l16noPv78mzHN/3EQS4vrhhMh5ydHIAYkNRZHzwwTsEQUAcx6iGzvnVDWUpsFhtKYpWDeJvw9bSalhQQ1U2DIcD8qIizxIUReMrH30JRZFYrZbIUotdqeoW2SQpMpqu4XkuIOA6DoN+jyKLiZKEIIkJ0oQojpF1jTiJiaqEvCl5+M7bhL7PZr+grFKOJhM0zWC72XO+ek0YRdx7cBdD1ymqmk6nQ15VZFmBqGbkVUkQtPDZqqgAAVFRORiOefHiBY+fvqSqSnqDPmGStYEJTWez9ynkCtfrADW25XC5nL/RtAuIiszR0RFVWRLsfWRJxNU1dNNEqCt0w2Qw7GM5DhfnN9RlRRInVFXJcNClpwhEZU5Vt1y62c0KoRG5uLykTCpqTUB396iTY2RFRBbaYEyaJNhGC+DVdI35/JY4iRANhYODKUWS4IcRktBeHFmayde++jXmV7fkSY6ERJ7k1EqBZdoYukEpt3tp292WqqhQJAVJltuStiwj1QJNWVPmJUmeYZgmYiUx6A3YZ1fMt0s+f/UC5+oaXZJQZbh7OOHjpy9pZLA7FkaQUpsO9w6PGE+HBFHAd7/zCZ1eHz8MKeucKitYbJYohs7oYIw3GEDRYOs216+u2G13KOMpom5gSQN64xGKUJAUObYAogjHx4ckSYQqK1iOQ5bnCBKkecHNas0mCCnLGr0sEYA6z3j3nVNq2sCJbTlUVU0cxSxmK7x+j+vrJbt9wcX5DE03EbIaaqGNhpc1+zccwmHfQ5Jk8iQlT2MU0aXf72DoDzk4mJImFTe3S2RRpchLdM3A6w6QBJG61ul2DfxdAHWFv16hKQKmekiv03ql8rzA1E2UNEPRFbI8IytSJFnGD/YYloFp20hq+76PP3/KW/fvMRxOuXh9zsXLV1RNxRfrDzi+cwxSgyCK7ZJm01A1MFttmC9W3D05QRAEijSmSHyqEqo8QtNtNFNjv99TFQWDwYgg9lms1iiiDAg0VbsfVlYl77x9j37HbgMdooRQVYwHXZI4oChTnjx6xPsffpHBqMdA7v1Q4/wf6knq6GBMf9DBsXXqqmCzDVtiuNRii4Sqxt9tUXSdzz75lMD3OR6PGfQHOLbHbrtGkgQEscLueCDK3M7nCAI4joXlONQNJHkKWUF/MGK+WLP1Qz5/8oR9FGJ1B4RRa921TQtD1ykLm8l4RJFEvL644Lvf+x6iWPPlj95lPB6hqDJBEGIYNdC0uBMBpgcjBFnE0GTqWkCSRKqyYtDv8uLVDdvVgirPOZq0LqysKLi+uSDwI2ga/L2PJIrkdcUu8JF1mTRPCQKfwaBHI7R3ILIs0B/0GA4GmIbJxcUcVdUoqxTb9jBNndVqQZKkqIrLbrenbEriOELXZVRFwnWt1o+VxZiGxna7hwbKskKRZfp9B8ctiaKEJ0+eUt87Q1FkahqyqqJ5s4dU11WboNT6BFmEZRgcT6ecvz7n9uqaod1nE1VUlYLTHeJ4XXTdwTBV0jxre2pl1ZIskHnx4gXJ1mfUH6KIbZFbURSKpma126MaFoblkhcVlm0iyBK6qfL42f/KwXRMb9RD13Vubm7ZJjFZWbDc7FCRkKua3XZPXddYlo7YCAx6A9I4pmlqJElCliTqqsR2LLodD1lRyfMMS3dJ0oS6gaZuePD2W/jbAH8VEiUppmEhyJBVOW63Q8dwUXUFzdAItnu21zuiPKIUSk4+uM/RvRM2syWL62sERUEShJZKbtgIssLR6Rmr2zlVltMg4DkO5zdXLJdzxodHxHVKKpYITY3UKHT7A+q6wN+3ChQBUHSNXqcDkkCetlF31zZwjyeESUqv6/Dy+SuODqZ01C5JGqEoErerElMCypp9KCIs4Dsff5+8rjkbDAkjn0aWMWwdM3Y4PjnB7XjtcqHhsF9uybI2BCTSvOEAikiyhKGrGLIMTU1/0EGVJdSOS+CH+PstaVmR5jmNICIIAv3BuD0vVeFLH36RNPBp6gaaNkFa5RXz+YIsLXA7HXRVZ7Xe8fzFNfNtQN2IdHoddF0GSSAqUhRVf3OxpnDn6IDNaonjaKiSAHWOItUM+x0ef/6S5XJFmqfYnt1SKgyduqopSnh4co8gWBMFO9xen/FwyHg4YLtbIWseRZlTVAqiLKAIb+7so5g4DgnimMl0ShBkfPu7n5KnNVlW0aCw20comsF4MkHWJLrdLnmeUjU1Xr9HJcCLV+fczOaomoHnetiWxWo+5+hggiwJqLLE8fGIRRChyA2e05aZGxos00GSZfbbPWmaoisquiKx2ftstlsOJwMsTSaNIlRNRpFEJFmkN+xwObvkYf0euqNDXf5Q4/wf6kmqomC7WeF5NsNhj0dPnjGdTNv0mePx+tlrBCq6gwFlVbWlQkVmtw/QNJG7907xOhZ109pIy0rg1fklg36PNIoZTSQuL65bmnUj0AgSFxeXfPbsGappUNc1/n5HlRckUYxrWfQ7NoeHD9F1jTpPcFyzDT5kAa5nMBz324Jno9LrDVCMjNVmgyCJxFHSxrsVEVGQEamRZBlZFrENneODCVFUsFxtKJuGfJcx6Hd49eo1ZZnz7rtvY1omiq7h71ug5nA8wrQMlqsl0+kEgQbdsynLkipPsR0dQayRZJFup0Pd1FR1hay20NwojVBUEVFoEGj3uSxXb+ndAnQ6HaqqwrFt0rwly683PqZdIkky6+UCSRBYLJecHB9hmDoDAfK6JEmSlhBgmuyTiGDnE3ohr1+9Zn57iwi8vLjg/NUVxT7hx3/8C5zdu4ehaTQUCALEadoqu3WNPEjxo5Qyr7i4vMY1LXpeD0VXKWm4++ABr5+/ZL7eYTn2G9tyxm4fUIoyj149R5AFJqMJT548pdA1clEmKysaEaSqJMoL/P2eA3WCkMSk56/p2k57HpIETcNoOGS72SGIIoIksd0FpGVJDcRZzLA3YHQ8or4rMp+viIMUzzFoNPC6XapNTF4XrG/X1HXDfrehO+iCKXPn3j1yQ0AwZARF4OjOKbIskScl282WcLunkhI6rocgibj9DvMXL5gahxweTPn+Z5+CKdIbj+mmfVZP52xv1y0CJ6lxHAdD09slySQhCHwkXcWwDLqDHoqjUcgV/ZGNNXDphD22WUi/6fHwwSmvrxZ4pknRQK/vcnOzZD6fE8cpuu3y6tUFkiaguRp1UaNZJqquY5sepqLh7/bUeYlruXhuG6xwDANZlknDkJE3wTFUFosZJ8dTaioc06LT8bi8mlNWFXGaYNkesqoipiWjbp+qrugYOoql4W/XBLuAJAyxTYvdfothWLzz8B6fP36GqmqstzcYmkmqV9RUJGXN9dUtAg33T07p2npbvu17iORomsho2CUvcxRZQkJmMOgwPjhisVyx9fckcY5hyGRZzmI149VrkWHfQ1NVZFmg23PJioSsyAhDH8uyQajRdA1N1EizHEWRmNx7wPPnr/jkk6d8/vg1u12Eadg0dcP1fMX7776NKMnIsoIgw83tNbImU9YNvVGPUqzRDRPT8pitrvE8D0kWOTic0u+1Op44Tvjil94hzEvW+4DlYkdZCUhvAjxBGLH3QzRFJcsK9rsQSampiorNasPg/jFVlaMqCmmcksUZk8mY7XZDXuRMJmNePX/+Q43zf6gnqXHPI0sDup6DKFTcv3uC47i8fn2BY7oIdcFoOMLpdpCoybKU3vSIo8MjJKliPluSlzmj6ZAgSLhdbEmKmuevr0mDPV/VLG5mM4aTKY8fPcaxOownE8S9z+HpId3dliCMWex9PMdCkyUmwyHD0RA/3BNEGaJcM5z0KRKJyeGAbr/L1eUNrtOhqmpub2eEUUTT1KRZSsduXUeObSKKIkWRE6/XqIqEqsskacX5q3M63R6ea3PSGXN9c4Ef7Kmrmo7XJZBbMrssttgkXdcQBZu6LOh2XIqiwvdz4iRElBROTo8QxTnz+YokTdGMAYZlsV4v2jsno01KFWlCVTXYdpvgExWJOI2p6wpLN0iTlDwv6HS6NIJIUVV4vR5pkmNaJiUNib9DUhRs3cR1bDRFQbdMNENlNOySNTmrzQpRU7AMhygr8OOM8bDL9OiQhv/NGFshiSKqrBD4EVle8/Wvf535Zkev18WtMpbnC5JRhtfpUjYNsqSy3O+YjEaIuk5SNpRFTVYL7LKc1xdzJsd3yOYrvv3JYzJRZHxyTF7BzWaBWsM7D+8zORqRpxl5WZKXOaapQ92gCTpFlmJZJmEQ0um0E0VRlShVhdfp4XVc5os5Qe7zpf/hI/7Hn/4JFjdbLp6/JA4C/N0eqWpI44Q4ThBFEafbpT8dEYkpkVigqBrL1YKyqciKDH/u07W75FmOXFdoBtxeXpGUGVmeEyUxQRDgei6T4ymKK+GMLYgb8mVCkzZc39yQJimWqSN1BQxZRVVVrK6HoMgsN2tUVacWQJVE8jxjsVpgd1yoG5Ii4/DkkMXepyobTFVlsw8YT3vMrhb07B7bKMIPAu6/ew/VkMmzhOODIyzDos4L9kHK7e0tTV5zdX1Dp9dFlWQUQSKJAo6PThn1PV6+eIZp6siyjL/fE0UheV6DKFLlJav1lrxoyNOc/XaDXPe4vbnEVkWOxn1O75wRRz5JmLH3E3q9IZIoIikCVVNCJdBUNZZl0AgC+ygmTQryIse2rDekdFA1ibxIkOUGRRGQVYmyloiSkCDYIqttV28w6GJYJpfXc4Q0QRRV7MokCEI8U8PUVRxXZ7NZ4bgWg1EfSQBVVjEMk0ZoCTer5ZrZbEGawH/5L9/g1cUMQTCwHQdJNtjvtszmKyTpGUWeoqsKw2GXqiq5Xc4YTib0Bj2yJOfjjz+nKEFXdXqdDk2dkKYJUawSxQGbzRav08OPEqIwRhQbOpZFtz+kaSoW80Xb61IFyrKkyHMODw7oOB67zYaXrxt0VWE6HCDWNb7fSkjzLGN+OyOM2vTrD3P8oZ6kBq5NbVuUZcPN9TWu62KoIh3XwLNtPvry+4iyxPHJHTRZ5NWT54wGLr1elzRJWG3niLqGnhT4Ucz1KuD5+Qxb17l/coYky9y7f5/5akVJhR9sMXWLe/eOOblzCuJdbm5mzB2bfqeH57pEYcj1zRVe18HxbMbHY5IoZn5zyWYXkxdtAlDRNPbbHQgySBp5nhKGCa5jtgilskbWWk21iMz04A5+nLLZbAmDiMVyTW/cwe2+RafTpT8YkCQRFxeXZGmKokoMel2yPCWKacMZqorQNEiiiG1bNAggKux2IYLcboCenZ2BUJPmKePJiH7HxnNsJFGkMGTCIEIQG6IoJIx8NEOnqivKokLTDco3hUbVMHl1fkmSJiim3nq7dluyMsdybPS6QlJVdF0nDXyiJELrO4iSxP0Hb1HR3k0++uQxaZIweusBiiBTpRmi2VLhqSEJY25vZ8RljijKDEYjhpMRrmsjywq7NGZ728bnizTn8PCwBfKaLp1+l5fPX/HJ02ektUSQNpSaRmHqiL0e69mc4PKSNCywHBPZ0FltNhyOhzRFq8CQJBmhqdksF8iyyunZPQzToUhTel2PxXpFr9/irny/LcPezm44vn/CzfUtluOguTqCoTB2j4h3Efu1jyGrVE1DkRd4gw611GB5Dje7Oc2mpmwq1psdXaeDBPihjyCKpFmG7Tp0uy5uXRPuA0aTCQICr85fY3VtTEOlLmIQVPzYp6krBsM+oqzQlDmGprLdbUGRmXo2+yjk2fPnNJWAN+pz+vAIWYab2S1Hh0fMl7fYtonl2ezjkCzMuHdwiITE7GbF0ckBt1drqrohyATEosK0LI4PxiDWBH7IYj1HbETqqiYrSo5P7kADWRQRJwllUdDrdkmTloDiuTZ5WSCKAjvf5+ZmhR9lNEgEYcps/gJLN5GklqDy4MEDxqM+siQj1DVFUREnGXmSomsKnY6HoeucnR2jagbD8RBFNXj84iXpbUEjNLz94D5FltPpdBGEkpcvX/Lh+w85vXOKKNZsNmvKssJxujx9eo4kKwiCSJoV5DmsFku63Q6ua2JZrSPNtkyEpmhXLxSFyXRCUWY0ZYMgiJRFyeXFJZ1+j47bYbsJ2PsB8/mW7TYHaja7AM/z8Pc7NtsNtdDgmgZ5UXD3/imeO0bRZQxTp8pTpgcTLi9uOL9YEEYpQlNimQqmapCkMYZl4JQFiPDy+UuyQqHjWSiSAFXG/bNjbq+u8Fc7eo5NnWcIAvhBzNMX53RsjazMGA16TPo9ur0O08mYNE1YrlZUZY4gNKiq/kON8+KPOjFcX1/zF//iX6Tf72MYBh988AHf/va3f/B80zT83b/7d5lOpxiGwU/91E/x7Nmz3/cem82Gn/u5n8N1XTqdDn/5L/9lwjD8UU8FgQZNEbl7eoTjGJwcTzk9OeDhvTucHk8ZDjq4joEoFORFyMmdA97/8ANWYcDnT1+QZDW6afHs/Ibf/p+/xe9883tcL7bouoltu0RJRq/XpyoqDqcHvPfu27z97gMsU0HTBDQZBj2bL37hXcbjQYvLSVNECUaj4Zv9iAJd05AUlTxrCKOU9XLL61fnBGFGVQnM52sur2ZcXc8JgoiyrCnKiiTPERWFWoC0yAl2EbfzBUdnd3C7LpqisLyd0+m6TA+mVFXFarVEkkVUSUIUQNd0suxNOKQqqeqKpmnLrnX9ph/leCyWS8I4wA/DHwjdhoMenY4FlAhiQa/nYNoGN7c3CIJAXdekSUoSZ2R5SRiFaNr/znPr9rrIqgaCgGq2JT5dUVAk6Q0ZXUISBZIooQGKvEJCIQxiNvMNn33vEZcvr2nKmsXNNevLa+YvzzEUld1mS7DdQtPw1r37DHsDyjzn5vqa3W6D5pjMox2vFzM2WUKtKKiaRpwmvHr5ku1iwc3NDd998inX+xVx2bDcxrx8fc2zV5cEZYmf53jjCYXQkOcFkqKgqTJFlnB2fMjBoMfQ8zAUhW7HYdB1ORj1yZMQr2NTlBmj4YAsjXnx8gWb7Zog9OkPu/zYT3wVx3HbQUWsuVktiKuKq9WCq+sZ210IksR8dUtdV8iSzPL6hnDvIymtWBFBRFIVut0Og14PURKx+h52r8M63BEkAbIqo6oKimVwcueMJM558fk5qwufy2e3XF7PeH19we38lpvlnJvFgqjIQVN5eXnJN771bb77ySfIqoosSaw3G5K8JC0qyhwQJEzbpgI+e/KMnR9gey45DaIstgT+MObkzpB+32Ha62HIOp5hYakGTVJiqjqmYaGoLZB3NBpjqBppEFEkGTQ1pmmCLBKnKe88fJv+oE/g+wiSTFlDLUoIukYtyzidPoKksQ9jlpsttShwdv8untchizO++c3fZbFaYeg6ggCmZVHXDev1CrGpOTwYcffOhI6jItYpH33xISeHAz545z6a2sJ4Qz+mKgRW65DPH73k0eNX1LVCGCRcXNxQVZAkKaLQ7p0fTnuM+yajnsXpYY+DkcXJwYBex6bf79Lz+miKRZZWzG5mnJ9fIKsqeVlRNFDRgpjvnJ1RlBWyrKLIKjQimmq0+65lge24HB4esg9aqnqa56y3WwxTx7IMBoMutmXQVAX77RrqisVq0YKgDY3+cNC+V1UgywqGYRMEAXVVk6cpEjWWIvHR+w/50tv3+SMfvs/ppM+475HnOUGY4AcxoqigKCpxnLTjjSJh2SbD4YDb62viMObJk2f/1wP8m+NHupPabrd87Wtf44//8T/Ov//3/57hcMizZ8/odrs/eM0/+kf/iN/4jd/gn//zf87Z2Rl/5+/8HX76p3+azz//HF1vZ86f+7mf4/b2lv/wH/4DRVHwl/7SX+IXf/EX+Vf/6l/9KKeD0NSkcYIqizy8dxdF16jrAkUVMXSZ89drRuMJURS0NstRH9k2+fTFS559/zHvvfsW75gOn333U56d3+IYFsfTA0zTYLPf0xUcXr86J0tixpMJaZLheS6yJpMnMbZjMxr2mN20IYNRf4Qki+iqSRgnvDx/QdPUjAdDlvMlZdVgWRqyLAMSedFQNyKKamIjYaoisR9jTKft8oyiI0gKpm6iKhYX57fc3C5QNB0BAVnRODk5xXIN8jyh1/GwDZVOp/UsNU2DKMvomgqC2P60hYYsS1A1A0GA+WxBkta8//77KPpzbm9vydIY09KQhQbbaPmG6/WKPM9RNYNuv4vYiDTU2K7D54+eIIkKNSW6YbQhBlFAk1RM2yRKImhgMhwhiwJBHBAXGfvdnu6gj1v08KMIW7OpEMjCjCgIyZMUz7FQOy5VmpGs96i6wm6zQZVksiTBtG1W6xU38xlZXaEoMqvNitl6xXy/pz/osw8y4pXPu3fOeH3+mkff/wypKvjiT3yE2jEYegb/7Rsf44cR3/j6t5geHaAYBn/0q38EzTTZLdZQlgx7XWRJQFdEkv2Wnm2z2ewIohjHMTk6OCDLYpJwj225lE3Nfr9FAO6cnKDbJqvtBtXUmW0WDMZjEAT2QYjtOiALfPHHPuL7+ffYbX2G3oDD9+4xfeeMJAlZPF3TG/UQK4Fef4AoKXgdjyYtEBAxbJOyhp2/w3RMgiiiaiqauiTcbqjymqePn7OLfVbLLVmaY2sO3alH01TtJGd67Z1LXSFIKqpqIgk1ke+zWq0RdYXLmxlRmTL2eu1SkCzT1BV7f4Nt2UwnE7a7DYapIulq60FrKg4Ouux2EaqmocgKm/Ua27ZQDIPtNiQvMjpuF9u0eX3znCrPEWWROI4RJY190HIXkSSqor0Sr2uBfRijWTZlmhFufbKsRFYUOp0O6Zu7sBcvnkORQZFTNRUFFcNen26/CwjUVUUcJhi6Sha3qCRDlXnnwT3CNGc0sBn0TcZ9lxfnF0R+hueYPH72isPJAFNX2G53UDds1xt0TUVTNYoybwuurkO34wCQpTHepI8fRKiyyGq75cXrC5qmtfZ+4b236PW6SKLMxeULojim0+tR1jWGZSErCtPDMUUtsdn52LaOoonYnkWYBrx49pL9foOhGUwmfaJwg26IqMoAQ3WhzPnwy18iTRuyoma5XjIejzm7c8zl9SXLzYK6aldT3npwB9t22K62tPepPeJgy8OzEzqqhqJK3P+ffoIgSfnO9x+z3vnEUUiWuqyWK5oi5eBgjKbrFHkGTcNyPsewHdIk+6HG+R9pkvqH//Afcnx8zD/7Z//sB4+dnZ394OOmafj1X/91/vbf/tv86T/9pwH4F//iXzAej/m3//bf8rM/+7M8evSI3/7t3+Zb3/oWX/nKVwD4J//kn/Cn/tSf4h//43/MwcHBD30+lqFRqjLX15eomokoy6iaim3ZGIaFqqmcn1+g6gaKoiHKMsgSG9/H6fTo9AZs9xFJXtLvdhi/QdKXeU2lwmq5JQw2fPnDL3JwOObi8oab2S26rtO4NqIgYLkOna6Lqsr4sY9mtX9M55fneJ6HoWvomobjtbFSyzbRNZ3tbk8Q7JkcHNMslhi6znjgMR52aBqRPKvZbALKWkAVZL71v36fx49eUQJ5nOK6Nqqm872PP+X4ZNpaRUURRVVBglpq0TppkuJYXZI8pdt1qeqiVX4LbYZXECWyLOHiZs54MmV2u2CxWjGVBggdh+1qQ5poxFlGWQsoVc2g323TiZaLrulMp1PSJKffH4LYlqmLsiZPM2RZxLIsbN1gtVxgGwaNUBOHAXlT44chN6sV58/Pee8L73KzmBMlCWVVoysKke/T643oyD1urq/5wv/0R7F0izSPWcxvGQ5H7OKER8+fcff995A1BT+JKBqR07v3SMOU588eEa18Br0eq2DH8GDE9OyIWhOZ3j/m2asrbMfi/ttvkfkBSVqi2QKOa3NxeU4a+ZzdOaNBoKoaNMUg2O1xNBNNEsmaCsfQ6Noml7M5aZK2SnVNoTvwSG7mHEzGKLZJITa4PZvp0ZSqgjCMKPOS//GP/Q88efSMJA65/8E9wl3EYNzDdE022x26pTI4niAUDVVe4m93SLqKn0ZIed2mqAwNXZJZ3s5ZXK85eXiXIsmRi4pkFxD4IeNel+nBmMFkwGK5QhVVVERoagRJoshSwjQiTjPquu3qyapCIysIukJ/OCRPEgRVIi9y8iRlF+4RaVjcLpiMxmRJiiJI5E1BodYIGRgI5HmB61lsVyF5lmDarQPr9esrAj9GbASiLGB5u2hL6YbBarFEEkXSLOXzJ085GPWRBQGBCsfrEqUVmuHgej0ub2/YbXeUhcD44BBZANdxabKSy4trLFVCampO7hy2JHhD5ejwgDLN2ezWSAJ0ex1EBF68eIGht9sGui4zmXTpdrusFmuevbhEVDRqJBbrNeNBn81mz/XVFQfTCZPpBE1XsQ2L6+tLri9eo929hyKKmKZGbWvIikoUBdRNQZKlpGXL3BMlEcfp43oO+2BHHMeAQFWWlGVLhRiNBwwGXZpa5sMPv8Bmt+Hq+oaDgzGdTockjAnDgIYGfx8gIDAdHRJFe6IowbJlDF1FkQWquqHX61JXJVDT1i9sRElisVjTHwy5e3fMJ8GWwaBHmiYodYNaN0wHHn7gczTp8fjJM1yl4eS9+1zPbvBMnXv379KUKXmW8fzZSwQRBoMBeZbx6vUFcfwHMEn9u3/37/jpn/5p/vyf//P8zu/8DoeHh/zVv/pX+YVf+AUAXr16xWw246d+6qd+8Dme5/HVr36Vb3zjG/zsz/4s3/jGN+h0Oj+YoAB+6qd+ClEU+eY3v8mf/bN/9r/7ulmWkWX/+zfk+y3iPYh8et0BcRJTFBk6JllWkOc5UVKgmgZSkpOkKVGSoVkGSDGiIHDn3imD0YgoSem7DlkUt1dZVYOmGwiiTJ6meJ0+oiix93eYdjvAqqqGLEqkaQoIWJ5JkjRYtoagCIiqgJUbjEcj0ixFaBoGww6aJtMfdoiiFLfj0B+O8P2UIs9wOx16vR5l1fD4yUuiKGI4mjK7WXL+/Jr1IqIURKyORxiF1LXA7XzFqxfPyLOs1R2Mexiaxj5L2ORr7t+5w6QzgErAdQfsw4AszYjDCNfr4HR6lEGC7do8fXnOxfU1eZJh6K1CJMty0iqjpMIwDWRFQRJFyiqnrAuSLEFRFXb+niwtcDo2dQWG0do4K0HA9bzWYeMH6LJIkidUTY3p2FiKzGIb8NmnT0jjhG9889tUVQvgFCQJQ9c4PDzCG/Wp/QDJ1KnV1gpalSWj4Yg0TknzAj9NWUd7Bt4IVTBYr/b0Ol1KUcGzPEzRYJ/HTO+eYRs6uaHglxmy4fH69TmmbSB7JjsZmrrA7duIWs2Xvvw+mtBwMJkyny2IoxypgknHxfF6dPt9uDpHEiVkWcbUVBSxQVc1ZFPB63fIsoKu65HWFYIgcHhyTEPDJ598xux8hqwpPHj4NoLQMthERUAyBMIkoBEqHn3vUzzPYXpnwnKxQBZazlvTCBRljet2Wc3ajezT42Mcx2ET7uh0O1RGzlTtkFpdbi5vkGSVoqkYuT381Y7QD1AtG9M0KMuKvKmxbIu0KlEkmSRPaaoUd+Ry8OAARZCI45gMEKqGNE5pioZGaLAdD0XTyKvizUWURHfU4/E3P0OTZaqipOM6OH2DYBOhqC7f+va3USQDXWmDR65h8vzJSxqnjflbjkNdV5RVTp6lvHx5wdXrCwb9HpJ6S1wU1JKAaczZ7gNMw6aQYXZzy2Q85M7xKUUU0+QxPUfn4b17uD2bxXKOQEtMD8I9tmkyHg3IsxxRBMeyKIqC8bBPnKcslktuowRdUjB1GyQQFQnTdhFkFUtX31DhazRdRRZF0iRgMhxwfXXFYnaLpqs0uohutN1ARWnTqbeLWyRZoj8ccHo0JgwCDF3E7TikSYymWdRlS/bPi6wluYglut4giSUdzwJhSl23xmvJFjDuHBOGPqvVikHXpa4Fup0hNzcLiuKGO3fuMRz0+d7nj5BllTK3KPOMt+6d8fLVa5K0oC4F1vM1VQNVUTDseWiyTOKHbDebtoaiKGwWC6gKzg4n2B2XgaOyXM6YeBa2N2a337PabHny9BkP7t6n3+1iGCFhVPz/fpJ6+fIl//Sf/lN++Zd/mb/1t/4W3/rWt/hrf+2voaoqP//zP89sNgNgPB7/vs8bj8c/eG42mzEa/X6woCzL9Hq9H7zm/3j8g3/wD/h7f+/v/XePi5LURjf7PXw/RjfMljEXJBiGxbe+812EN19/uZkjSQq74CWjfp8iz7i8vaSsKqBiOhi2kr6iJIpTZNkmy0qKMifJcgSpRNYkTk+nqJqGLCrsAx9Z0ynzHMM22uJmZ8DeD6jrBtMysGwdP/CxHQ/NUNBUnSBIcL0OSVyw2e6o8rb46e8jbm6uaBqBvKy56w34n7/+PTa3PopuIgoCVVmR5QU1CVmS0O2PyLIGTWtIiwwqgfvv3CMXE/KiQjYlyrgkK7IWlSSISIoGgowgiKia3lI0pkOkhYRf75lMJwhUpEVO13NRVUiSBFlSyMqc7WZLVZcMR2OiyKcscvr9PlVVkuUlSZVR1iApBrP5HMd2sb0OSbBHN1Q0QyGpauabHc9fXBBEIZKocH2+oNt3KfIMwzBa70wjsL1dcPH0GV98eI/XuxmN3nD33inbnc9//b2PWSYpR/fOOL5/l+1uT5mUGLLO7eUNQZTieg6lU6PYJqZjE6UJzz5/weHBlPc/+ogvf/QVnj96zu3lDY5lURcVWbjD0e7Rd03GXRuxyrhzPOHp01estnu6XodVGCI2DX5a8uz1UxbLLYeTCZqqIFJjGzpVkdKINUEU4HguB+MhZZ5xdT1v/U2ijOt0GAwHHBwN2cw2PP7sKaIAtumwXC/e7DWukW0Z2dXouT2iOOP19RWdTp/Xi1fEmz3HB1Muzi+IdmELJL6YYSBS9XSyKMIzTYIoIc9z9usdFDVNXtM97FLVJWEUUTQlAjLesIPpufi7gFKoObx7iKzIbG7niGKFkGZUkkpaFsiKikiDLChkb/ZTBQGm4wmXi1sGxwPSRYokaPhhjO1ZmI7Jk8ePSbOSB3eOCIKAqmkIioC6qkjXKU1ZUTc1/X4PSZaJQ58yzzl//ISbmyUP33uHhx+8j2qopEmGsw+QRInFbElTFsiNwPX5OXEQ8uDeMUPXIksT9pui3SpII4o8ZTIdUuU5YbTn5uaW0XjM0fEh1zfXpHlCkmSsFxssq8v15S1xGCPprTTRtG1EWaasMgxDR1dlZKnd063ydklQlo6YLxY0jYCmSRwcjtjufWRDpalhtfO5WazpuAaqKtJQcXJyRJqkHEyOWK02XF/NODiaoJoKglQznvTo9TrUSFSVSJbnhEHMYDhit9thdjwUGaoiI0ljnj17zvTgEFE2CbYbPv74MdtdgKzo6JrOYrWlaWru3DnA8zwWq9fESUJetBOf53kINNw9u0NTVFxfXhPGMZaicXxwhGM5PH/xkiTwycui9bWVbbry4vKK6+UGw/LYhQl52RDHOcvV6oead36kSaqua77yla/wa7/2awB8+OGHfPrpp/zmb/4mP//zP/+jvNWPdPzKr/wKv/zLv/yDf/u+z/HxMZreUovzqiCKEjbbV3hul9VqS+BfcHJ6Ql2V9AcdkARur5ZUNfQ7HYIgQtd08iynaEQQRLyO07qU0pQyz9q9GUNhtV5yqA84GA/RVY2iKsmKHEFskGWQJIU4TREVCUmiLd8hU9UFotwW2ZIsp24awrAg8CNurpeUpUCSFNy7+xayIrJYzXA6PaqqQcwKZMWlKhXCNMfWVFRFa42pWUGWl6RZjm3ozOZL3N491K5LWAe8mL3m7P4hGipF3TLUNLnFIiVxgmW6bHc7EBU2uy2iJHN4OGU0GbOar8jSnNVq0+5tmRay3FK6kzhlv9nidFwkoeWeSZLE9GBCnrdlVttRmK1WNKJE13Tw937bQyoqRp6L23XYZwkLP+DrX/9vdHt9bKfLx9/6GNO0GMkyKiIaIvFu37buTY2PPnyH4+MJPc/GHnhcLOd8/OlTzjdr5I6DZMhcXFxyfXWLJZvML66xe10Uw8DreUiqSBi12KfTs1OiIkWyLXa7PZqiMRmPSNYbHp5MGI26JImPmsTkixmn4z6qYaCZNrIisF9HSJqKH8VkcYJumCDrnF/dksVZO3gUKWJlI1YgqxLbzQ5FU5BlEX8XcrPbMB5P+fJPfJnNbsdsecs77zygFBqsS5vVYo1QV1y+eoXumLieRy03SKrMNtxhWg66ZlBnLRrpcHjAfr7B9iyODo+JgxC7kDAlBTUDS9UJ04r9ZovpuuiKiqaqFEZFnKZUVUEtgqio1JJARUOSxsRZhCCLuD2PvEgYHAyosoIiyVgstvj7kE6vSw0UaU5RV5R5iqpIFFVBXVW89dZDdtqaMk5I8oQkSCmEGklS6TouURi0ahNZocgK6qbB0BQQJYSqIckL6iRBlWUEoaZqZEbTCaODI1brPYdHUySxJvJDVssViqzgWjaGqqLKMpokEAU+29kltq7T7XYQpAZFkvD3OxS5S7/fQVFa8oYoSqRFim5qZGWOoijcf/AQz+vhRznbuGAfthqQqqlYrSpUVWK3S+m5DnVV0e+4VHlKXecMh31kTaZpmrbDGLRJTMvUSZOcYa9NBQ96Lq5r4tgmRV5weXnNbrfn/PU111dzvvxHvkx34FBR4bitg85x+1xczknTlOVySV0LpFnKuq754P13CP01u+2S/XpPI0ooms5nnz8lTXJUw6SsawYDjWAfk5c1kirhOhaaaSMoCevVlqYquXdyyKDTe7Mkm+C4BkWhkQYhge/z8sUL8jTl7N4ZURRi2DrbzRoECdt0cJ0S3fZ4/vwcSZL5wvtvsw+CH2r8/5Emqel0yrvvvvv7HnvnnXf41//6XwMwmUwAmM/nTKfTH7xmPp/zpS996QevWSwWv+89yrJks9n84PP/j4emaWia9t89LskKFRKSrGJakOY+DQKmaVJWBZPpFF2X0Sy1XYZIapIkRxCh3/eYTA65vrpqr+QVGcNUObvzAefn5+x2W45PDxgNu9RlSJJFUNcUdUEj1NRNBdRomoYkgqrLZE3Tcu+KDM20255T2Ro8wzCkMh0CPyIIE5pGQBENVFkijmLiPKHb62OZJovNhkoQ+O3f/h2ePX+NbrXfux/sKaoaEMjznCwr0DWd5WZH9fIZuZPhjW1O7p8iaSA2IrpmUL7peKRJTrgPuXN6F1mO2Gw3pFlBku2QZYHeYEhZ5kR+iGUeIokSpm0QBz5ZmqGpBnUtsNn49Poe2+0OWZIAGU1WEUUB0zZR9yK22wFRIE5ikixj1B2SZzFBIlFLMpv9lv50gOt0+d53foe8Lnj3vQf0DAVPlfFMC6Xj0ulaHB6MGQy71HXNxfUN//m//i7LIES0TNSBRyk2JHHC8ycvsDSLlb/AMk1M18EwLWRVYzDokcTnJGFM3W1wHI/D0YSqqnn+7HOGrouapzhiw8Qx0cc9yiwjDkNUVUJSRFQZTg+HfLbdUuQhB9MTbrMZeV5w584dmizBkCSqogSlQaZCrBuGrklOTV3VGG/i/HoUczu7xemadEddXjx5wbf+F5+iqfj4e59QRCk3ccjZ/ftMT4+ZL+fERcpkfMBsfst6t2Z6OEQqJXb5nlGnD1GCWDZEQcT2eo7VH6M6JoubOZZtocgS/W6PXRSSxSmarrHe7lms1ziuSSU1pFVJLdKm6YoGuWnpJ/7OR9ZFFqsleZJz2B9yfHTEZ9snCEjoskxTbpF0BUGSCKOYx09foOsaWZQTpwmGrKPS2gKqLMe1bcIgYeHPGfT6lEVFURY0koBi6CiSRJBVFFGCaKnsw5AszLHdDmXT8Hvf+R5FWbDd3IemZj6bt/QEzUSRJWzDIknb/k+ZVuiKQNPUBKHP8fGUfs9FaBr2+z2SLKFpOrphUlUlmq61g/1mg2m66LrJbH6LqspMRn2KqqSsSobDKaamQlPRVCXhbkuRpFiKjK4prFZL7DcsREEU2vGgrlBUmRrpTeBmiiQprT5GFrBMgyzNqKoKGgnbdLHMtqJSktHpO9ieRZ6nLFZL5oslnz16TJHW7Pcx2+2W/qBP9/qGYd9jPDnAsHTCIObi4pqL6xsaQSGdrekP+9hFyc1iDU2N7dgsVwFhlHA1W5FXIpoiIsoKy+UaoamRJZGqKjFNgzpNCfw9SRRgWiauY0BdUNc1VA1lU+DYHvdOOnz29BWvz6+xHJfBfE2a/QEs933ta1/jyZMnv++xp0+fcnp6CrQhislkwn/8j//xB5OS7/t885vf5K/8lb8CwE/8xE+w2+34vd/7PT766CMA/tN/+k/Udc1Xv/rVH+V00HSDJCvZbrcYeitSe/biJWVZoEhgagqNUFJVGZ2uyVvv3Gkj3lWNKuvEQYgiCfT7Xfr9LnHkoxsi/b5DnGw5Ph7QcU2WqxjHsVEVhSRL0VQFRZaoqoY0ibFdG11T2axWZEmO1+2SFRmy9MbjVJZcL1ZoWoQs6ay3EWUpMLt6ydtv3WW327ANQ7yex9L3+fTJc24vVvgrn+6gi+fY+H5AUdcIokBT1+hma2lVdJn+yYjRUR/Fbu8abuczDqYDdFUjLQtM1+Lq+Q0yKkXddmoq2kl+u1jSH3SQZZHL2wvyvKRIMhRJYrtZ0eu4lGWBZbQxYelwTPaGg5ZlGYXQktYroYK6oshSxsMhXqfLo1cXHB4dcP76CtfQkYQczVA5P7+mN+zgdDr4u4g7b521nq35kvUm560f/wBTl7l3dsJ0OibNE56/vODjx09ZhgFGx0PuueRNjaxIyLLE1dUcS7cxVZ3BQRer36E7HvHk0ROWizU//tGX2a42iAjUBYRJxKKoMCwDTxGZ2DrOvSMeHE9RRZBo2Ox8TFWlY7soioRpOeRNTX1yynK+4ebmnEIQCVY7bG1CkkTYnT6KJDEe9RgMegShj0TNyLO4vt0hqiqiZeGoFmItIpQit7e3zF5d89nvfh/P62BoFq5pIzkOgiRSVwWKLEFeE0YBoiyiqDKj6YAkTHEVm93FDFczkTWFUpIY9oZoksZmtUFsGnRFoaxbyZ8iKaRJQlqX2JZFmCUs12sMzyZvWsdTVVZs52tUUcF0HYogoxEVyqphND1AlTW28xWKKrNeLRFrqMqKPIxoRIO0UAmXQTv5JDOuX1wy7I8Yj4eUxZa0bBDqEl1vl86rsqJoGpKsVeeYtoWtysy21yiqQ5nnrebD0JDlVlOviC1Zpk2J1di2ha5paIZOkabUdY0gCK311lC5c3aPwaBDVWdIQoUqK2i6RpREVGVNSg5CO5Ekm4KyrgjilCSpODgwCeOcIIwpy5KmgTIvkWWlRUlRU9Ul68WSSc9BVgS6Aw+3VIGSKMvoeh0QRcI4REoLqqrizukZkqST5eDYNnHcos1m8zn7/Z4wyJBUFVGTWmq9ZWKZLdPT0CzS6x2a0fauWsyViOX0SLKSR0+eIbyRr/r+ktVmi+14GKZN3UhMD3rkVUGW5miGRRgFfPzJUwQBJuMpTaNQNiWmpBL5CUKW01Qlhq5gWzp1WSDLInmZMZmO2u5lXeM6FuvthpvLS0aTN4zUqkAWZCzNRkDi8uIKkT8ALNLf+Bt/g5/8yZ/k137t1/gLf+Ev8Lu/+7v81m/9Fr/1W78FgCAI/PW//tf5+3//7/PgwYMfRNAPDg74M3/mzwDtndef/JN/kl/4hV/gN3/zNymKgl/6pV/iZ3/2Z3+kZB+AKIrsdj43N3PunTlIKJR5ycHhBFWRiaMIzZAR1IaiKCirDISMwaCHLKlITUOWqMi6iiRXWLaG7WjIShdNLxmN2wSfIDQkSUoQRe2VYZojSQpVWdIIrQVUkBX2+5CiqpBti6uba2ga8qJgPJ5iui7LxZrT4yFKWLK8XhBkKa9vb9hsV+zDgEqpMfsDClFht94y6LZG4CCMiPOMpqnaOzBdRzE0qqqgO/a4MzwlKSO6QxdJkel2+pwc3WV2ccVw1OH143OePn/N8cEpiqYxX66xHRdRVen0u/SGPbIiI0hi6qpGomLQG9JxLERqXMtk0B+QJC3m6eKm7YHESUZdtYiVJE4YjHuIYvtzKbKck6NjXl7NUBAQ6gJ34BCGMa8uLvDGE/b7gCQqePDe21y/vEAoc77yk19AVyXefvseXsfj2fk53/3sEbPVGsm2kbsufpGg5hWmaVE2AkWYcffOXWRBItjtUHWDShJYrFfc3M45O7qDrujoqkG8j/j8+59jGzqLR894//373D+ZYkkNo6MhRRYgNjrbvY+CwqeffM6De3fodrvstzssy2bsOhjIXM5mLPYrbEPDVkTO3r6HphpcvL4iz0tEQcA2LUQZXElgvtwRRSEqErZmcvn8FfvVmqIqef7JM+RaptimuF2bQsyRHYPVcs1mtyKrSyYHU7brFXGRISkSsiIyGHlsox15EDPt9zFNh6gq0OwuVRhTpAmGZkAFB+MJhumw2Kwp6oqmqKirkiSKsFwbQ9dIoxxD1fAcl3gbUoQpVZzx8pMnnH3hLWzVRGlkGlHm6uaG0+MT6qbm+9/6Ph23S78/QLQUAn+P6zmEQYgflciCzG61o+t2qCtQFIUkylCVBsNQCbYhi9UOUZJxejZdz0GoSw4GHVb7CFexiGhp/5IgUlVgex6qrNA0rb7dNAx0U0d8I+wLgwBBqDFVDRmB9XpNv99FkiQ0WWG5XGGYOqqiIsoSmqYSJymSrOIHAWlRIEoai+WGXZARRRnz2w1+klKJEt1+j52/Jw58JBlkSWJ6OKFvqpycHqJpCq43JgwD8qLEtHRk1aFYlPh+gm3ZfOc7H3M7X6JqNp7rUdcJstR5s+9c0x92yUqw4wDbtZBE0E2ToijRZIPZ7Yr1OsZzu1CFJFmOoqktlaVI24vyImd2e4sfRNh2RN/rYpgmpm2x3G6Y3c4QJJW8qmgQ0VWFq9sZZS1Q1BWZKLFcrxE6LoG/R5MbvvDu25iaSte28X0f1x2g6yqqJFNUBXZucHbnFM/rUyDwnU+fcH4752A6Iasr6ipFEH64mu6PNEn92I/9GP/m3/wbfuVXfoVf/dVf5ezsjF//9V/n537u537wmr/5N/8mURTxi7/4i+x2O/7oH/2j/PZv//YPOlIA//Jf/kt+6Zd+iT/xJ/4Eoijy5/7cn+M3fuM3fpRTASDLSkRRxvdDwn2ApRt4psnh5BDf95nNrji9e0BRZ+z9HR27Q6/r0e10WSzWWI7GZluTpgGHh2eIUoNpKiyWG3qDNo0Xpzn90ZiqLBEljboRqZHQVQ0/DBHrBllRUTUZoR2hWQV7FrsN/W6PShTYBAGd0RDddBCl1gT6pY++zDrY8/r1S4xeH8Wx2EQxjZlxdnhCNQ/bjVZdRRQakjwmLxpMz6Y77OM4NrZn0h172H2X2WpGGK1xJYuqEPj6/+ubRFuf8G7O1ctbatEgryVWyzUSDWdeh91+T0HJrkioqagUkTLNMXW9NXM2EkUeY3U6IDQoskKa5uy3PoqqczA9YLvbEPk+bqfTSg7FhjTLSLOU292C5e0az7RwPJtevwdhjGE7zFZLAj9EahREUUDTZb72x76KqYvoskBYFpw/e8WTly/IRVD6HZa7LXItYZoWTS3SNBKGamAbDkWWsVmvMEyLWpUIoxBBELl77z66oLBarJjfLhAq6LpdpKJkNd/Qe0/EE0ERajqeR1kUhGEMTbtUKQkScZzgdtzWniqIxFHIzfUlvV4Xb3KP7WzNdNJn2PdI05zjozHL+YrANzB0DUSZMs/QmoKPn73i/tk9BCTWlzPCNOLk7QcgSbzz4x+Qrfds51viPGVycsBQk/GjPVmZt6nKquTevbs0dY0ktFa6Io0xBQVTMRCLCrKMOI8QygrXcXBtm7qs8H2f9WaLqqnUWY0uKnRdD4QGFIk4zymo265akaNqKrqoItQNQtWQ7RKcrsfN6xt026TXGRD5MZKucHbvjM1ig21ZIAsIpo1lWYhlTRjtaWoJAZGLi0u8vgM0yKpMlma4msqw5zC/XSKZGqZjst+tkUSJfqdLEKRkeY4uaYR5iio1OF0Xy7axLIPby2vyLEORFfwgoCy3DNwO/a7bWphFm+lkQJGnNE0BZU1eF4RRRH/YbyG+QUS3229166/OkTWN0eiAp8/PefT0FSenZ1xdzcnymsvZnKOTI0raPTxBkZEUgX7H4WQ6omdr9PseNRXQvKFJtPSInb+nzAvCoA0tDCcHXN6uabI2uGIaEkVdY3sOqqnh7wMQ4Z33H5ImEXmVkuclN9c3qLrFxesrTL3X7q1XJUnW6lRsz0FUVLZhTJxI1Ej0+gN03aDndZBEgW3gt24uXafX62NEKrqiM+j32W02bHZ7qjAji2MmnTGaphFlCbbnMJmMsAyVUW/A7WzGzt8jShVCo4IgEAVBe+6KRiWr1LKIICuU1Bi6ThimKPIfkD7+Z37mZ/iZn/mZ/9PnBUHgV3/1V/nVX/3V/9PX9Hq9H7m4+//t2O33pAlEfsTt5TXvvfcOk9GQy/MLbucriirB6hpYjoZj2ziWTVVWXF9eoaoGqibRH3eQBJHdbstw2EOSJCzLxrY9RFklyzNkRQVEoqwkWOw5OjpA0U3yYk7HdpEVle1uj6gaaJqMoMsc0tBxPVbLFZpmUuQlVqfD7HqNYurs0h1JEWO5NvtdgCIZdPoevc6AOio5GEy4mt/Q8zxWiyV1WVE2VYsUsjU0T6VSclJSLNHCNBUaweby8pZvfP3b3LyaYSga88s9w0EfXTXQHRur65AlMUEcEVcZzrhD1pRkUYTlWKRZqyPYbreYuoJlaOi6Tp6nRGFM3YjYjkuv2ydNY5qqhKZBk2XSKEbSVRBliqLk6dNnJFnD0OkQZzlhlKHrJoNun5XvY5o2VVG2yUtVwOgYJFHAPkxIG5G8qRneOWG53bJZzHF7DlUJQqMwnoxRNQ1JavfDFss5jSSQNxWJH9M0ICsKRRaTpSGObrHbBTi6we16xluHhyiNQJGk2JqObRtYtgWiQFqULRwWmYPDKYIIi+0WQ1MxNY0wDNEtFU2X6HddxrpJHO0RejZCU+G5Dpv1HhqxRduUFevVFqWCqioQBQmlFpmOBijWEYsyZnr3BKvv4q9WOMMOh65FWWTohoquamRFhtAIVEVF3+th6hqvXr1iMhpyOB3z8rMlTVm3sfOyZB+HyJJEkeXs8h11VaFYBrvYRyk16rymLAqaukYVZIqqRjN0/DwhyzIc00IzTfqmQxa1HMHrF9dE6XMERUa2FahLgu2Ok7M7zG5nzK8W7IKAO/dP8TouRZSiSHJ7ZV/V1GVDKRStY6OpgYpGoBUzeg7jYZfb5Z5m0Ke0dda7kOXnr+k6FrWqoNsaiqxSCiVREmMYbRJTFECTFSRaTiKCyHK1ZH55wdnxmNPjCUcH45aDGYfYto2uKei6jqYZRFHE7WyGaVj0BkMGw4T/53/8LwzHU+K4BElH1EwWYYQgKTSmgWrbrPd7ZEVqiexej17PIU5DDLlg5ysEUcCg36dqarIopW4i8qqkqWtsy+Ljjz/j3fe/xGK5ZTickOUVs/k1Dx/ew+t3cbseVdO8AWJLzG43BGFAWcLv/rfv43o90rRGFNtlxyBKCMKYbreLJLcXf3GakzY1siTQdxyqoiSIQizLJM1KltuQtG5QTZmR2iGJUgY9F9uQMTWZZjxClQTunpxiaSplHmPqGkmaoCsSi+UNXc+mLFN2uw2KquM5DqZhkdgVhSqyCgJW6zWmbvH45Ss0Tafb9aibP4A9qf+7HWUlkOYFUZIQalG7MQk8e33Jxc0c05DpTzxMq1Wla4rKPtyhyzKiKNIZDhAUCbESSKI5aZyhKjJRmPPZZ99mPB4xnIzbtnVRUeQZTd0wWy6xLRPbMjDLiipNyfKSCpAVmdlyQbDZoWk6imGSFQW10JBXJbXYcHF9yf0HZwxGR+y3EfvtZ0iiwnh4wNXrSxYvrhhZPSaTAYcHB4wHI3rDAbPdkpm/orZKGitn0O3TiBWr7QKhgeuLW4q4IFwlCLWK5/URFYV9uCeWJd7rPaTX67JczEjSmO5giNPv8sm3fpcqTHj//S8gaAVyI2LJSmvStVTyIoEGNF2jKGqmkyF1CX6aMhwMqMuKNI4oKwVDFhBUDaProTouCDmV2Iro0kXJKgq43qwwbZemronqmCLPOD0+Yh9E3N5c47gdFBpERUS1TVypIS5TojDh+PiI4aBPXhYosoIkiaw3OxpJYHp6TFM3zOcLwiimbgqyKMGUdZqK1uaa5jR166FyP3gPwzEI/D0UBU3TIEgCqqzx4uI1WVYw6A8YT0c0skiZ5WRxCAKYttEy2EydOvfp9zyapubm9pa6UfF3Ib1OjzQpERSRfn+IrKd86QsuQi1wOJ5wdveEoir59vNHNOIGU5fxt2tMxYSOhaar5HkKgsBwMCYpEtS6ZnE9aycwVUVpRExHR7d1kjBgJ0AaxcRhiCiK6KZBI0hkRc42i5FMjUqAMGjTaZQxTq+L7+9QdZGD0RjD0Dg4PGK9XiLVIrphsFxtaJqapCloCvjSF75IXqZcXVzwzvsP6Y76fOHDD3nx5AX+PiRNY9yOBwokZYbrOPg7H8PSqcqSqqowdI2qqmiqmjQrMTyLcdmQ7X3KLCOKY8qyYDNfIioKzXSIqimkWUVSlQRh0N5RSlLLLUwTBEFC03X8tc8X3n7I/TsTyixkv9siy1I7ge/2JJqCKktYjk3VVAz6A7I8Z7FcEoQJw/EBN7crrq7nyJrBeheimRZRVZJS8fr6ilFv0CaLgwhDkbDVBk2uqW0VP/DRNQPTtgjmEbbdVh8kGlTdoNEkwijj6//1WxhWh+3O5+T4EEFWqOr2Yn+zWSNKrYxw7wdkec1uE1LmErJksdkkFJXEZhdimS5ZVmK5LkUtIBc1qipS5CWOaSDLIqqsgSQRJzHnr2/Z7kNuFls6wz5NXiHLCo4tQlNQ5DGSWNHxPCRBYLO6JZJVsjSj33HRlB6SEDEettUaxzWIkoiO6xEEIavdmhoRS1Vp6gDTNFgudihy68vbbbcU8Q+HwvtDPUmBxM3NNUmWM5pOcDoO3cmY3/v8GbsoxXB6CIAkNKgy0BToukxdtx2rIk+JwwDX7kAjsFxuefbyNaZhMuxPUBSDy+sZW99HkhWurq6o8gpVhkHH5MsffRFd0ynqCsOyiMKApi7I0oSmqdE0lSSN2Gw2dLs9/HBPXqWYpkxZpshCTVWWbNY7Nqs1m9Wa/WpLExQIHTh7+y67OOT28gpD06iECtFsGJ8M0HSV7X5DT+yTphlZnNG3RuwzH8/uMRrKdHtuG2poWvp5WiegeLiew3g64mK/Yh/6vH7ygpHd4dmnT9ltfXRJ5Ctf+ABEiJIYmlbZrusauq6Q5QVplSPLcnslrrbxWl1VybIcQRRIcoFKENFMA9u2mC9nBFSEeYFmGFRZiqrLjEd3kBSZJI65vZ4hSSqiqpI2Bf1eSxt//uwZpm7z3rvvU5YV2/2uTVc2NUVZgyDh9froqsbjR4/IyxLbcnj26BmFnzEZjAnKEKkRGU+GvP/+uxz1+vjrNf76mm2QYJs2eVmhqTqKKDI+HCMKDbqmU5UZo8EYmobdVsT3Q4SmdS4JYs1gNGC73pLlGb3BgDhu2GwTlpsd41EfqYasyFs+YZqhGAaLzYoiL3n+6SP8MsE6Grfl8WGfYLZnOZuTVhHToyMM2ySOQ65nN4iKyun0iCQt8AyX5c2McXeEbhsEyx2XF5cYhkG/22O72SA2Jooq46cxRt/j+OyQtEq5fn1Fsg0oipJaFqglkcgPOBz2yfOc7XJB/L+pVDSdUmoIsqj9exJhtVxwev+U7qjb7o1NenS9AZv9lpvLGzqShQDkWUqap2iGjt5pB0vHcon8EFGWWgeXplGXrWNM6xik+5QqTlEacCyDAqiSnP18x/hsgqbK5HFKmCbIkkxVN9hqCx0WRQFVVoijBIqSJs+pipI0rRiMBtRFTRDt6XbHLVsuilFUFVGSWK5WHBweIwgSgiDhuB36mUAjSuz3LUAgSRK2wZ4ACVVtjd6Xry84GnwBoWroddvaRs+zsR2HqqnZ7bbEYcjRyQmyprFZb3j5+oLNLmAbFty746HpFpKi8JWvfJWiSNpenCy0/bECbmZLyrzk8PAOQiOQJRKvL+cEUUqSZux2MYZlIkgyy+WaPFM5mA6RDJM8L8nSnDVb7p8d0+/Y3L8zQVY0vvPx58RZRpOlLFYrOh2Huijavco4RmpgMh6jaCr77a41DsQJCDWZY5ElEXfvHLYeP1luochlaz/QNR2r266iXBaXGIbKUJKxHYc4ioiV/z/Qx3/62TNublfYhkVV1+x8n3y7YzVfcvf4iMm0w727p9RV+8clywqVUhP4EZouISJwOD3g5nqOLMsUQYqlO4iiRG84wHZslNAnqQBBIK8VFss9R9Me+zBAkiTqpkZWNGqaNlTRNPQ6Pfxq+4YyUlOkKWEYUNeQV+2V8XK2oEgrnjy+xN/5SKJEUzZ0nR5htke1DD5+/JiqqehZFtebOeahw4E2oSwydvsN04NDsjjDVCw01WS9XFMWKZPDHooCiibjeRb9fo9+v4fX6bK4XZCnOYUMzxc3OLbNeHKALql86/e+R8fu8pM//kWiJKCqVYoqR5FlFEWh/ZWqaZqK0XjYhlGKAsO2icKQjAajY5ErArP1kp7tIkoSSRJTyjJet8v6/AJd0FB1maPpIUmSMV8uCYMQUZDQDQ3NMRgdHrBer/j2t77NuD/i8PiYm9sbsjxFEEBVVXTDopYk5rMFZXlNmZf0+33ujiZ86xvf5ubFJUIl4q92KLJKr9dF0WWiYMtOltj6W3w/QkTDihNOR0PyKiOrMkzbZNjvkiUpjz59zO3NFffv38c0TJIoxjBMoKVryKKEbmoISNR5SpwmXF9fM+gP0DWN9X6Nqqt0h0M6pobgWeRZRd/r8GlZEOwDwqrm7O4ZjuPQt7vonklaRjiew+X1Ndu9j2Ho2B2PIk4hKugdepiyxnqxRLE07Mwm3gd0HBfXdojjCEWRaQCkdg8iXgoUUsHkwTHpJiYKQqq6wRLa4uxuvaWWBMIkZrfbYnsOjSwhmyomJlUKSeizWi05vn/YSiyLkiDxCZOIL/7YF+kNPB597zMkQaTX8Tg4mCKIIqosIRQ1nuOSxxlFVr7RrUjUb4jfgqRg2FDkJUJZgqoilg05EpUAZV5TUmKrGlFWENQBmqJQyFWriQ8jnlw/x5U1lrMl4W6JrAicHB8jViKiqHD96hxdkUnLkl7PY3p0jDcY8fmzVzx5eUNTyyzWe6K8QFC09hw1FbkpiaKo/R2IE16en9PzXFRF4XAypaPWVEVJnqaIvQ77vU9WZm1h3g+JoxhLlsjSDNOyuHvvPq+u1tzOFrz14B4NIr4fUNc5YlMyPJ5QFRX73RKxKdEVjfViQ7fTI4kjoCRLQt59+x1evDgnT2NEqY2+N1XZWrWrijTNUKX2gnJ+e8sf+9qHdF0N0zCxlIaXl5cMx4d875NH7V6SaeC5DkWSI9QNsR9gmSYPH77F08etA0oQZKIk5faqxVaNx0PCMCVJK9pyTkMF7LY7PNPkrQd3ub6eI6sWpmGw2W1h6P5Q4/wf6kkKSWU6PaLIYs4vLvH9Lbbbped1MC2dPNqRphG9roVh6pQZBFEMsoiiKUiShKLq7ZLCZkOWVCiKxuCgJUrvg5BHj55gOg6iqr0hesO43+Ph/QMcy0FRVIIooRQEwjCkfIMuefboKVIpIMgSotjGRzVF4fzikjjKmQyGzJYb5vMVkijjdj1MWefy2Ws0VUO2dZAFpLpkG/sInoxkyDRNRRwn9Dp9pEpCU3SyuCAIdshahWHpuI7BcNinP+hj2hZ1VRHsfR6ff8p2v+d2uSQUSrrHU9Qsp3d0zOWT15SVTINAf9RjPb8mzgQkWcNoJMqqpixzDN2AuqLMc2zTJEky6uZNeETXMSyDG39LvI3p9/pcX9+w9ffojoOqq28CHxa9Tpebq1uEGqRGYTIaE6cpRydjeqMBy+WS7377O6iiguu53Nxco+kajutQ1SWqbhLnJY+fPCGLY2zL4q0HbzEejvn0299nt95z98FDdFEmjWNEQULWoSbH6TjIhkpWFUimwS5PkbZbjE4bHc6LtkN0fnWFrRmcnZ0iCwKebbW9sihCVxUkwWixQHWDIAhkaYEgSFi2xf0H99isdvhBhOm6xHFMHKfEUYghCVxu17iGR/9gwufPXqCEKVVZsfe3HB0dc3LvLUqhdWv1j8b0pkPKokSWZWI/RivBUDSqvI0dK7aEJnpEmx0HoxZca9stvUNSJGzPxo93JPGe/qRPVqTkdcYm3MGbvZwoClv0laYwGA1phKbFL5U1sqrSZAmCAoquoGsKvX6XtMmoxAbdVLk8v2azWYEId++eUaQFWZSyD0ImB2PmFxcIRY12VyPchaR5gmPZNDIIQks2oK6RdR2EDARoKqgVUEQZWYDVcoXTtZFVEU1QyPP0TbFchwqKLEdTZTRTJ65yVFqjwWy5paoFnj9/jr+ac+fOKXXZdnhqRBpEjo7v8dlnT9hsA6paIC+BpmpDL5WGqMmYtgVJitZ1SMOM5WbDW6MxQ9eljjdUVUGSZqy2W2hKojDCcV16/T5pmhLGCWVVoag6ghC2dQAx4/mLF3zhg3e5nW8Y9j2SOEQCLMvE1BWSuEU4UbX7xWWZcTwd8vD+He7eu0udR1zfbtENi6woyLOMIAhpmpqmEanEmrKqcB2b6+tLskjn+PiAd9+5z9X1aySh4ie/+hGPnjxvS82SQFUVHAzHNHVNEOzZbFS6fYcir6ipMWwTVeozu13iuB0cr8uL16+RJBndMJBEpVWXeC4P7t2hzAvyokYSKu6eTlmv/wCIE/93O3S9VR4LAu3dVKNQFDU0FcF+xVe/+h5CXSEI9ZvS3q61YCoagiBwc3uDKKrIssLR4RHrdft8r+9xu9zy9PlrLl5dcufuHfx0zWw2Y9jxODs+4uTwCN/fkSQFZdNgdlzSJCPOcxzHpskqXjx+zntfeA/HtLEdGz+KefT0GZ7Tp2N3iOOMugJV1dEVgxePnqMZGr3DIWEaIUogaxIhMbbhosoKiDJVqSCjUOUVZV3RkGPaIv2ux+HhAR3PRRJFsiRjcXXLarXCD0KWuy1+mtA9mvDW2Um7Ad/IfP/rv4c/3/LVL3+Bu/cPMG2NrHDQDYPNZg+KgB+HqEoHRVMR4rRd41d0BFHkdjbH0HWyJqepU4Ig5fjgkF0Sc3F9xYuLS97/0gf0D8YMR31c18KPYm7nM+7dOcO0ZW5urnFcB9t1OH/1mu/83nfJk5wHD+7SCNAb9jF0nSAMUBSDomm4vDqnyGMODqfcObsDNHz3e9/DD0IO7tzB011m55fsNls+/OhLjCZ9dusVUZiQxymdTgdFEkhjn37fpVFkGqkhDmIkpXUBBWFIEac4lsGg18HUFO7eOSEvSgzDJApTmqZpk2yiwNXFFZKiMxoP6Hc7LJdL4qAkywskOSNPS1xRJi9Lvv/4EXWSo+km+20bMbY6DvsiYpfseHn+kvHBiJMHd1jczjh/9YqD0QGnD08Ib9YINZRBwt3pCZdXV5jDDsZ2R5AFJElGUVQkWUZTNFSNyP337rFIfLpeB3+14/z1K1arHZPJAZqpUotWSyIQFTqdHufn11DWhJsdqmMi6wp5WaAaKlEQk0QJ1tAmTGLqCiRB5rNPPsM0dY4mh9y8uGJ/s0O1DYSpxNXNkuOjE9ZhwG65bfUnyKiyDGIDCCiKTN00NCJohkZTQi0BjYCgSSi5wG4b4HkOpmm0WvSi/f+N9iGiLGO4Jl6nj2PoTAcDTMPgZj7jv33vEy5eXtEzFTb7kMnhiN0+4T/+L7/L0Z175EX5RjGh44d+63STBbK0te1assmo02Mv+oiqgjm2efnsOXlRsd6EJP6WXt9ls9ohaiaqLPL5k5fcuXPMZDTA0A2UqiFKczbbNVcXV5yfzzEchzxPQIDT42NsU0VTx+iaikjN8P33efX6gpvZBtUw2K13qJJEx1b56MP30AyN28MBiqDgdQe8urqhUBXG4wk3sxn7vY9huAhCg23rbdG3ayApGtv9DsdyWM4WdPoNo1EPw9ShroABhizT63XRtSPqqma93JKlGU0tcHrnkDKOePXsFZ9+8jmm4xAFCaIiUyNQVCWu47QaEEXm7OSI589foioiB5Mermv8UOP8H+pJ6uXzF60ifTRkMhy/iT4nIFS4jk4Y+Eynp9C08VtJlknTjN3eR5Zk0iQHSob9KU/fQF0//PB9BFUkzXOePn5OHmeQlvRth7jTwRTh4tUrKFNEUaCoa47unKCrBlIjkgYRZZxxenCC53o0ZQ1Nw2azppYkTs/ucfPskpf5OVUmIukKaZRz/uIc0zFxuzaNVKJbCkmesE99HM+m67oEQZsYGw4GaLKKaRkURYRpuBweTOg4LorYEs6TLON6ueDpi1cst2sETWZ4esi9owNcp4OY1cyfXPHyasbdgwFHH76FJDfUYk1cRGieTVIU+EWKpKqMvQ55lhNHCVVVtst4WUbdCBRlgepabKqachFi6y7nsxtevDwnygv6oyGSojBfLxiNR63GwTDpD/s4HQdJVFhvVnieR7ALiMMIoYLhoI9hGai6gqTIxGmCpKlYrkNRFNy7d0a38yG6rnN1fc1uH2B3OiiCib/w+ez7L0jDmJ/42o/z9jvvcH7+iuXtksSK6XoWmSRSlwWWLuMHAY1YYVkaqmFQ1xViI6AqKrmYUtYV+3CPKrd4KlnT2n4cEnEcoRs6VVWhayZup8Nuv8HSTf7IH/kyn372mK2fEMcxaZ4j1DXvnp2SVgVFUHI0vcOLx885OTnhnR97l1qHKIvY7F2KvEBQBI7vHnJ0Oma72pELJQf3Tnj17BXr8wUHgzHbzZqLyxsU1yKsMoQypQpTqqahViV2+wBxvWZ8ekS099ks1mRxhqZopEmKpClUAuzDgG2wJ68rer0+pqTx+WpHGiQcjkdEaUwYhKyWC85fXfLAfovlfM35q9d89MWPEGuF2WJG0uSgCRRChUTN59//HElV6U/77FdrRBnkUkTVDURRoW6KljYhViia0U5cQkv2L+qKpqwJwhitZ2MpIkkYI4oCkqog1CJFVuBHCV7HIS9ywjTCVmTyuqbOckTdYp+WiIbHLg2Y7WMkKyaKQz7+7Cmi4SLQBhQEUSXNM9KypikLRKntdVE3bOYrdoGPoCqoasB2s2e2C0n2PpOByzgaUAk1F7efcnJ4QJI1xElJnOZ0uiq3yxVZVhH6CTISPddDMU2UjkseJXjWMeevnvHOOw8o8hzTNHDdLldXM06PT0kziW9vv9UawIddDF3C1GUe3D0m3kfQlAT7LY0gE8UhlqVTViWCAHdOj0Ao6fU7DHo2RZ6RZTmDwZT56ik0DboqYygShq4zGnZZzhb4wRbdHLddQ8Pg6bOXOLbLiycXNHnCchtQI5BUDVle0O120ByLxewWz+sQRjGSrLBYLGiaAtNyWK6umfx/UIn+r44/1JOUrqhMJkNczyWKAqI0oShyBCp0Q8N0LNI8QxSL9jY4zLBsE0EQoBGpG5GyFNjvfWRZZbm4YLbYIOoSs9maMm94cHpGz7AI0pivfelL3N5ckkQRm7WPbVsUddHaamWN7WrLzeUtXc/jztExmq6S5CmuZaN6GlEN9+/pCEmDrJm8evqahx+8z6NvfIJmKHgDF1WXSKqUIAnRdI1Jf4RIw+z2uvVHHR3T63ewLR0o6XdPWnNuI6CpKlGR8vLyiuvFnKQsKE2Z6fgew8EIz3FRkLj89CX72xVHox4PvnSPusrJ8oimEqgFCOOEvK7ojId40wOEsmQ2X2HU0HM7/2/y/uNZsi7Lr8TWuVr7de1Phv5kVmZllgLQqIZ1o9mktRlA45T8I0kaaT0gCDQaQFUBlVWVX+YnQ0c87dr9an04uAH0kDnpQRqeWZiFxSCER8TZ5+z922sxGk3YbY8kSUxSpLhzn1iALDUc2+D7d+95/eYditLL2i4fX9Ip9HM3JFL2iaXZbE6SpChCxfd77UddN7iWz2AwJAz9HpFjmqiaSidgcbrANA3KsmQ2m1BVNQ8PS+quxdBMmrgle4hYv75Gl/DHf/pnhF7Ib3/9G1a7NaoGXiBpZEua5VR5im1NuF+vEPoc17WwbZe2zKmKEn84oqkrXNeiaxuEriOEoKkraDv8QUjbtqRpStuCpgssQ0MRkq4rqeucZ88u2R8Sfvf9G04WM2zTopOS08mIb+/fY/gWh/2ed2/esDzc8Zf/0z9jMZuCgL/7+3/gx+++5/LJgiePHjEMAg67mKqquXj2hOj+wP3tiqosaFTJvtlhBg6Wo1CmDaKRyLpFKILNasshTjhsdsT7CNfxcOx+npoVGXnXzxMczwdVoWwbiizH8hx2+z3BYIBq6bRIQsYIoRIfEsq4IItSrj5c8fHjDSfnc4QqyGXFxeenrNYR0Sbhsy+eIPSas4s5b9evqcsSQ1XJ8hzT1EEIJNA2PYlAEyqKa5EdI9q6QbSSOikRvo5pGiRpzmgypChKlEYyGHhUbYOiG2iGQVKVfPf6NWVds9rs6RQVy7Xo9Jb/9MNrxLcv8V0fVJM8q1EU+ta+auBlOU2Sc4iPLOYTXM8lzzJG4QDN0LjbbhCaxng+RR1OEHXOaDZDMU3uHx64vr5it4v5+rPHOG6AouukWcnLn95iWS4Cnel4jOcO2e53LGYzLMOgK2t822Xge1hWLzKMDhFVUXF3/8DdMiKOMr787DnnZ2fYjsXxeMTQNRRFcjxseHR+Qt12fWAmylFp2G/2bAcms+enmLpO23SYps1m9YYkySnLgs1mg2ooDJ894uR0iqqq3F7fUBYVN9d3dC1EUcpmf0TTPD5+fKBMI5599ozlboOqmzi6SV5W5FVFHGdsDxF5lqIZJqvVisHAYzQZ8/jJCcfo8Hud83/QRSoMPQLPoWsqVF2jymoO+y1ff/6Ms7MxXmCh6yAUDQFI2aJqak9hl4LVqhd5vXt7jeh0qlry7//df0L3bG5uV7R1g29ZjMch58EJqqKRBwGO5eL5Licnc6QiyYqCb/7uN+iWhaUZdFVL4A5QlH6HI20q8gpazeJ++cDJxSXLhw1e4PP+hzd0bcP08YSyy6l0yXw+RQBpmnDYb5Ed2I7D0yePWJxM8VwbTUhGYfBpJiFQgDxNKYoCXzU4H0zI66pHuHQSdkfSKEMgcC0N57I/BJdRjEAiRO9FlAJa2aFbJobtIhSV4/0SpW6ZLU5pgc12T9MqpFVB+GzG+phSRS2hb/Ptu/est3seP3mC47t8vL6iVen9OgOPPE25OL/gux9+4v2790ynYxbTGVKRpEVGVVa8efOOtm04HSwIxgGu75NlOaeni35RMMtQPwFMy7piNp1y2Bx4uF/y9h9ekTxEGKhYvsfLn16TlTmOb7G4nLHZPPB8+BSpthx2S4ZBwOLslKYMOZlPGIc+oqtIE4HhDQi8ALqWcOhhqQqqqiE7kF3Lbn8gilJG4yFV05GmR8bDGXEaIWnxgpCsSIjjjKqFosh7UV/TEgwCHvsWr97eso/2GJbOeD7h/fsPOL+2+dU//lOmsymO7VCkKQPPQxUNumny6NEZm/steqmw2u8wW4umbRnPp2TpgaTKycsOb+BiSZWuqvFsk21y4HBM0RSFSTCmbFqyNCerCuxBgBbYfPFHX+F7AfcP9+RZ3nMzAxctT3n15jWDyZDF2Sn524z1dsPH6ys0XcW2HG5ubinLCk1VaeqayWSIoWrMNANRdLi2ja4p7A4bDNdGKRSO+yMdHUrgo2oC2UHV1oCkkT3r8OL5I+7fXxM/7Om6BsO0qZqWtq05rDsc16VSJFT9yL5razrFIStLoiRmtVxj2i62bYGu0AiDpGxp8pbl/oYXT59S1BWjcEDddJRlgW7oaFrFfD7l0cUZx+hA2zZohs7YnZC2NVlRYhkmL55d4GkQeg6u7zE/7Un4VZbSNC1FUaEoAbphsTg54cO7G2bTEy4vF6yWG4Ro6KqSwzrlN/sHfv6zL2mqhn0Sk+YZruNTVzW+62NbFTKQ7I9HzKVK3YQURU6aZBRl72+bjEYszs/Is4xjFPP99z/yJ3/5F5zNJnR1xNtXbxiNAp49fYof+JycnKJbFt+/fMvlk0sM00CKlpYWTTdIsl53tD/GxFlOWne8en8NTcVnjy+QsvdESSSWYZG3/WyWTqAbFlVdg6JydvkITRW0dYPn2qTZ7vc65/+gi5Tvu/8FPCt0A3FIcB0X3/coqwI1lxyPCZNpSN121E1F1zV0dLRNi64qXN/d4DoOnVRRdRXXCHGDAWUlkV7N2dkJqOC5Dm3boWtmb9+1XJAKh+OBVkqSJONsOOX0qxOEBM9z2azvEYZC21YoUuPdh54AfL9acVzvmU6m3MX3fP4nn/Gwe8D1PBzHYLNaUdc1mqqjaQaDScgXXzxjPB4guxZVdMiu5ertR6Sm4Q18AtNAgR5u2klUITAVFU0V/eKkFIjmk69IAKqKlJJOdoBESvkpAABCUVE7KG5XDDSLL/wJaqiR5yXrzQFFMVkdN0i3w3AcHl5d4ZoOH+5jfvzpFZPZjE4V5HWJ4ZjkeUpa9ABKx7LRFJ1oH9N2EtOxaRWJ4Rg0dUNWZ0xPJxwPB2pZc0gjHtZrqrqhbCvmsykdkB6TfuG2g5vrW+7fL/nx734keYgwhUGl66R1iWbroAtqSjRLYTqd0dFzBycnczxNI44jVNERHw+EpsBzDIzAp0xLDtstXdehIPrPBklT1xRFiWXoIAVh6LPd7TF1A00XjEYBVqajGzr7/Z66E6iGjeU43N3fEYYuTmATeAYX51PevrxiNBtxt9rwf/oX/4LF4yGPnz8iinIuTua4ns3l2QmdbLl+d8vp/BwU0CyT0fmU25/uqJqa8+lzdLUgyWJQOgpZY9gWjuuw224JvRBLzzls9zi+TZYc+8NeQpb2FG6hCjrR8vTZE96+fkuWZAhF4fzynPVui2PaIFuePHtMEseMrRFt1zIYDugkNF0f3snzlOt3H7FNk/NHT8irgh9+esMfB19hOT6p1rDdrXCrFtuyOdYxmqF+QvqoqJpKdDwiDINhOOT08pzl6kDXNlRxgeEaNHVHVVd0CYQnI7Iso6l7usP9coNpWmi6xfzsHNtxicsEEHSdjqnrWGaH7y2wXZu6KmnafpVkc3NDmtW0tORJSlUM8V2Hosw5HCPQNDzHQRUKeZpS5RHWMCQ+7rFNjSdPHnN5OufNT68IPIvxeEye5jimhef34Oko7pl7UbInz1OGYYihW/iuRZYk6OKcODuQJhnRISU+Rtw/7EjyhtFkilAFdw8P6JpGfIy4vbtHM2xc00SlResaLFUQ0/D04oQ8OeBczlFNj91uSVkWLFf3jEced3e3lFVGMByg6Sar1Q7PcxCKJCtr0rRACA3TcigbQS0jlustjm2y2kcMdwdOzxfUbUuUJD35oqjRdI3lZkM48DlGR+qyxTR7QECRl7iO93ud83/QRWo8DlE1FctxOCYlN7f3aLLl7n6JaSnYtmAy9hFSo21blncPNJOOwUBSFi10CoapUdQVCI3xdMRwPGO32TNybMKTBYPJgKvrD1i2yc3tPa4fUH9ytAyGAZIeNGlZNmkU94tuhk502FNUBaE/pKgbFEXFMQzuPt7Qli1CdjRVxfmLBa3SMRqG1FXBerVEVQ0M08J1bS4fX/Lk8QVplpDEMa6lczjG7Dc7btZLTM/hs2cvkG1vie3ajrbroJMoUqAoCsj/jZElJH3LTUgk0EmQ9N8ApBSoQiAaiaYpDNwBdSVI64K6adENm0J2pEbJo/NH/O7bHznEEcMw5OXVNR2gqgqT6YT9fkfTNJxfnjEZTXAch/V6xXfffke03xMEHrPZhKxMMU2LtMxRHQ3P8pmdjdFtg/VuDZog9AKGwyFZkRMnCWVRER0OfHj5kTKpabOWthWYgYusGioq/DBgcXFCJ1qWy2U/M7JMjscthqkzcD0Gjk3oOqg66LSkSUzXWriOQ1VWVFWF41oUZYGqGOi6zv7YF+oiLxgEIbKTOLaBIpR+uVQTQIeiCnTLoK0k3373iqYGx3WwHAckGIrK2WLEy5/ecHN9Q51XuLbJbD5FaB11XZAXOVG048nzE6I44ne/+x75lcpkNiXJKhKtRUxt9NLg/rDlEEc0bYtpmJiqRdu05BoojgVKb3Wuy4rWrKmKnNF0gjMasNyuME0TBYXtdstkMmYyHfF+d8QPPHzHI0mTT8ZcA9XQUDSgEei6TlHn5HnFcDImzmIsw0RB5/gQ4QcHHn3+mPu7FR8+3CFUiSVtpCbYb4/UlgSlQzEgHIcYpoblWhiGyXa9xnJthAbD6YDokNK0EkPTMXSNmq5/7e+PfZBiH6EpBqGtkJctLYLhJCTNs95I3UiKpu4DFo6BVCCKDniTCU3bUJS9RLPtGtquRcqWMs/QhYNnWWiqxj5OEIrAcl0CXcM1DDzbplFVnjy5BPoCbBhQFBlJZuI5Oq1sMXSNP/nTX0IryasWe2Pgeha2aXF5foahCz68fU0SHSmLiqaWuJ7P86c+Vf0Kr5U0neSw2+MPXAzTwbJalsstQjc4OznBsm1WDw8Ypk4eHfniy88xDJUySbFdm3AQoBkKVV0wDQNGY4esrLAKnZ9+ek1bN+w2eyzPYbveoygGhmFhoHL/sEcTOrqmU7WSsmsYzyYMRkNev37LcrnkZz/7I5q2Jc8zxtOQQeASHY/kyZ5BYJEXJW/ffGA6Hfxe5/wfdJGKkwhVKOyjmB9ffSA6ZmTxkbatCQcGf/YnXzMez2lqiaGaDMMZSZQznZxy9eEth32/ezIajtB0g3A4ZLk6kEQ7TuYTNFVQVQWu4xDFKZ2AY5KAkNiOQ1lXHI8xVdkvDBqeRlXkKLR0bYtpGEjRoWsqXQenowk3+gN102A4NrqnUdY5gTugUj6lD00H27U5vzjj8ZML6rqXMw48h8DzifcRSZTx8uojo8sTxiczsrJEUwSdpgGSrm0R0MNx//OHJem/L/5zURL9K0oodICCpKNPWClCRagaUtc51jWGMFBUC1WDoywozArXCvjh5SuOWc6Lzz+jrTpQNV589hkXlxe0tIzHffDBd1zaqmKXZlxfXfPh/UdGkxmWZ1I2JV7ogoTdzZ6T0xOS5MDF/JyOjlCEeKYP9C3DZJsQRRFxlPBwu0S1TJ6dP6WKK7pHLUrT9XgmXSOcBAwmA1RVpfjrjKosexp41eBZJq6hQ1tT5gVGo2DZGrUEV9PI05yiLOm6jjwv2KyPXF6coOsGpmVRFT3Bu2f9xeimRlnm2I5Lnhd9q8x2cH0Xo1VQDJ2qLPA0DdfzQFHp6ppwEPJP/7u/5OPiih9//Q0f375hXy75i3/251R1yf3Dff/iv3lAUQWL01NM32Y0GxPvUtI0oehKTNdBaiqWaSGKEk1RUY2eKWcbNqamcXt3gy4E88sTnrx4Tvnd9xzzjCqT/PKf/Dm3qweKouD9u/ecP1rQNhWKAY+fPaKuG4L0SF7mTOwhVddfAqJ11CcY85Qkzbld32M6BqPhhGiXEJohjuniz3w6rePm/TW2rVPJgs9/9RW3P12T7XNUtacjlEWJZdm4pkOlVKRpyma1YRqOaGkxdB3fNjnEKe7Qpet6iLNEUuoamqlTVzVSCCzT6AWKZUFeFSChqlqquoG6xhAKQtUxHZdWEaRFjmhaGkXQaTqe5VDm/c8jZYuQLXQSxzBQFAXZyn7FpOtYb9ZURUHzTUVdFWiawnQcMpoOmc6nJPGhJ6W3vV4nqwuqusL3Xb74/AVdV1GXJeFwwNmjM8LhAMd1ePnyFd5sQdc0LCYjBrMJbaewO0Z9gEfXUDWNupXUZcn+EDOZTPE9D8uycD2PVlZYZoBrDqjLEtuxQbQ8ujzD9RXGEw9FfcALJe/f3dG2CseopKigQYG2wzMtiqKhLBta2TEYD5CKyux0jtAV8qrACwfc3N+hmwZn8ynH4562LuiqksB3uDg7xTQ0fvrxR4LZlOX9/vc65/+gi9TJyQRNM7lZ7hGKTtNCWXXs9hHz2Tll3bJcbdFUncMuYn84UNc1NzcrmrahLkqePn2GYRgUeU7bKbRNjmkInj6+wLYNqrKiaWte/vQGaSjMFjMMyyI+xrx8/RpN0/FcBz/ol/qEAMd2yJKEsi7x3QlVVCPajiROsA0NrTXZpSmm6JifLOialvVmTTAacH52wnwxxbIsjtEOXROczEYIoVFVDUle8vrmhl/9k3/E6GzObr1ht12iC4HmCFR66GhP2hB9m0/wvxUrPr2kkAhFQenEpz0RSUf/6BKKghQ9SD+XJaksUU2LvCup6pr7tzd8+HDFYDRkdnqBYdj89d//PdvdDl3fM1/M+Hh1xenJCZNwRJam/Pof/gHN6LUPbujz+PMnSLUjKVKm4YS6bpguZviDPt3YKRLDtLi6/shNfItpWlxePuL66pooiRFC4Ic+rhP0tAKjBdExmAw4H1yg6YKyKgg8D1UzefzsMdvVmrbpd41URcHQdco0RVQVnaoxn57je71RtcpKurbBtm1c38W0DaI0RzMNNNvob+15SZ6WCAGapmJaJq7rcDxGZEWB37R0imS9j7Eck2OaULQlNzd3LBZjpDRQVIHQBHHRY4xoFTarHTcfbzENh2dPn7Dd79hs1vzsFz9jPJpRpDnx4YgmNP7ZX/5T/tW//nfUTYuqChCCpuvYRRHSlQxsl2i/5+HjLe7E5/TzZ5RVhR54zC5OEYc9aVEwWkzpLIXV7T1nF2eMpxNur24xbbPf11M0DnHMs+dPGM9nJGmEUFVkp/N3f/sNuqJTFSmN2vHlX/wxcZxSK4I4i9lvI8yRCWbL4+eXHDbbfhl7ZOIMXQ6bI4ZmIRStL6i6yvEQoQhwLI80ybgvG7KiAGHiOzaeCkVZUjcNwjBom4YiSrE8G03vZYlVXVC1oIiWummgEyRljkRg6jqGptEUBbob0gnBMc2xHYGq9t2V7HCkq1LaxRjZSqIoomg6Bp5PWfbJSFMzEbJBkX0v4u7uHt91uLw8YbFYYNoabVWgKmDbFo5ps9sdeqQTGqoiub+/5fRkij/0URSJ61oYtoGq98vtP/3wHY8vH/Ho4hTdsdkdY9oqJ6kqfnz1iqvbe9IsY3Fyij8ckOQFlmkQH/bEWYJlGNzdrxCyxVYF8/mQcNQTVh7e3pLlCYpqEQYBk3FAlNTESQKKhq4ZqJpOXtbc3j3Qig7Tt6EsEYpCVpe8v/rIYjFnGI6xbIeHhyUPyxVCabk4nfbkC03i+yFpknB+eoZt+dyny9/rnP+DLlLQMhqPUY0BSJu/3vwdiqLy+NEl4TDgw9U1TVNiGh5tI6nKEsftWy3Pnj0nOhxIs/wT+0tFyIb5bEBX5hy2K7pBgO04GIbKIBxgeCaWbYAq6IQkzTIUoaCIXk/hez1KX1WUXnJWSpqyYTwI2WdJP7NQBdtPquztaoNlGEgJjx5fcnI67VNaTUVZdZyfLkjTmPgY47kmZVdzvXygUwSW5bB/2PDuh1eY6OiDAENXoZV0QnxKMAKib/H1har/MSlAyo4O4FMnsBM9IKPVQDFUOiSVaDBMHSklx2zPerUjSvthsGa7JFXNTFP5u3/4LUEwoO0kWZry5uVrNF1HVzVMTSfOKzzbo5INz148Zx1tuXh+yfXyhiIrUTSo8+a/LOvqhkInG6q6YhAMKaM1mqLy7vVbosMRFIFmqKBIqqLHxjRVQ9fW2MJAli3JNuo/i7Li4vIxT549IT4eaLoWyzLQVB1FKhR5SUXDbDwmywqi6IguO2ajITYGhq7iOhZVVdO2HXUraZsaNIk3CIiiO6q6pokbFKFQlgVN25LkKUFb05US3bFR9JjJdIbneCiyo23guIkRtsEu3RBOQm4UMB2Ly2eP2e8ijvtrmqrDNDWePH2E6zos0y1XH67Ik4xffPlznj55xD//H/5b/j//6t/SdDWyavAMm6yRxIcIo4Z4vSM5ppy/eMyLX35Nmhesrx5oBRiOTauApKWRDcfkwHg85re/+x2b/Y7F+ITf/vZbqqqhyEt2mwNx/AMg+XhzhaaYqJrBH/3sZ9DUbPYbTEUjFZKTRwuMWrLf7lCXGpXIuTw/x3A19qstWZ2R5hmmbdB2kjRKCFwX3dRBdLRI6qrpzdZFjmrr7LdH1ExFNRW6FhTDwDRtorJCMzQ03QT6LoaiQVd3NLIlz0sUTcUw+4unbehosmUwDHBsE800kChUdUOapRRlhSoEhqnjWAaaIshzA0fR0TQN0bUotDR1w3G34/RkwbNnz8jShM1qxX63JwhsxpPTvi3ZKNRVSZblKIpkMAzYb49MJiMs0yCJjzjGCKkIXNsiSY8gBYuzOaZlIqnJ85a8zomORxxLYzSdUTUlmmGw20aUZcMxzbg/7jkkMYoiWEyn6HmFobT86pdfo4uWPItAkex2exTVwvMtZCdRNZMXTy/Jyt6j1SEospxDdGQQTlAtkzyKqOsa29KBjkq2tIrO8ZAwDif86a/+hIf7hx7Y6/Z/Lsu5xHNsBOB6DjQK33zzPXnR/l6n/B90kdK0Xpuw26ckScx8PiFwVabzIeNpwN19hpAGpumjOoK6qrl4dE7X9dK+k5Mz1uslqqYxHAzougbNsKizAk3XMW2TsioAcDyTyXyMauqkecH5+QkHN2a7PdJ2Etu0WS3XnMynyLbtWyVAcjhycnZCbTjcrrcURc7Xv/iK//g3v0NTBNHuyHg+QdNVNtsNipCcnMwYDXyyPCE6RgzDCUVRsY9i9ocjlmlxe3VLk1UUq5zFucvJbIBQFMqipmklsu1nTgo9rFKRn1p/QtD176hPcyiBIhSEImgVQaVKsHRq0SCVjlYIvvmHb8nLHC8c8bDZEwxHTC/O0UyD5WqLZdp89uQJpuXwr/+Xf8uHtx+YnSx49/49SttRRCVO4FI3MbVao7o6P737icViRjB4iuOY/PpvvyGOMhYnc/Ii782qrsdRHtjv99zfP+B5Hrph0tUVSiNRNI0sz2jaDlXpIaqNrMmihKapMVqF5d0dmhDMzy5YLGasH9Y9c0+lJ6WrGkJIhtMZd3e3SDoCS2fgF9imjh+4pFlBmqTohsF6vWU4CjFtn/vlCjcYoGk6QnSoqkn9iSZw+eQ57+5uKGTDyck5fjhgvznQNr1Mr2taDocYR7pojUQVHegS3TawHZfdww4hNRTRMBoGTKczqqbjP/z7v+H2/R2/+uM/Zn+MiOMcTdf52R99wduXH6iTDK2Q+KZBp5p0VU1V9lDdze0db374AW8y4rvvv+Ow2+MNBpi2xasffyScDjmZT3E8j82yZDAYcnN7R5HnXFxcMByO+OmHn1hvtjRFQ51njMIx8XZD+Tzr7cWWSXpM0BTJydmCNim4ubkjrIeYgcM+SSjSjJOzM7pScigihmGA7AS7bE9cZ3jSRbZNvyNVVciqRRoKqqGjOxrr/YbZYtpT7ltJJ/vgRppm5FGK6ZrETYZjmNDkdG2LZVv9vCxO6JoG2dS4QcAo8ChlRycFcZxQ5Dl1W1NkGV989hnIhiyNsUyjL1aGTV1V6HYfmqnKikEQMJlM6NqO9+/fY1smru+yOJn1zMwyxbJsdtucui5x7F78p2oCKVsMQ8dzXSzHQnYNwuj3AousoG1qdF1FVwST2ZS6a/ACD6EIqrZjMvRxLZOb2xUv31xTiQ41tAlPZ1RpTrFcYtYNv/jqBYapMBp4nJ6+YPXwQJE35HlOVZXkeYnlKjx+dM7vfnyDpuqYtoPoBEncL4ZnecExijhdLPjys6dUeY6kw1JVTE3l+2+/48uvv2Q0ChiELlWVMp+FNE2NZYaYhsWbt+8wjT7cdoz+K3hJZWnCcnnkYX3k7btbFKFhqC2OY6AZPflcVXSqsiMrKtqu5tXrV0zGIxaTMdvNGtd3cC2TJDlg6RbuwGIUDvjw/gbHNYk/eV+aOieNDkzmM3TPRrccyrKEXYei9bgj2zTJswzb0lBVBdMw6WRPpU7jhOXNA7PhCE0RKFJBRaEqKobhkN1xjaTj7HRBXRY0tUFdloxGY9I0ZxsdUYTK86cvuP94z7f/6Xsc1SaK7plfqBj2c2zbZ73ag5CfZlKgSvHptSf4z88miaTtOqQEpEBXVBzLQTNMHg5bOlel0zraruU//H//LbuHHV/9/CuWmx2b3R7VtCm6msfPnvH56Iz3P74kjwsCd8h0PCVwAsLZkCLPqeKMH77/HZPTEaPHM9zQxVIcyqrA8xw8zyVNMhbzE9LkI4eod1U93N7x2DQZuB4/+/pnfPf994wnEw6HA1naEw4UTSfNUqbzKWdnJ3Rdx3q94hBF2IZBUbc4ms9vf/ctF1HMxWzBdr2lkz3Yt2s7/MBFiBbDMjFMk6TMOSYZT88m+J5FlucURYVp2CiqAnqHECppUfP6wzXPnzzG6Tocx6Hr+mK5PR6JsoJtlqLZNockZ7vaorWCVmiYmoZhmGiqTl1WOK5DUu2Zno+oRclmu6FIK2aTMWmWIgRsdkcQCncPW45JQaca/PTuI9u7Fa7jMBpPUKWCgUK62SJsGwyVztAZhH3yrm5rosMOoQtmJ5N+D02C0HR0RUHrFM4W57x+85bQC/FcOG6PPSvysEP7JBO0DBvT1Mk1G0O38DyfcBjgBA5/++tfIxQF0+8TdPfxA17gYJo6282OyWQCneB4iLFMh4tnj9CEhiE1BichTduQZwWBbtE1HUjI6xJF0ZBCYzgdEwYSun6hXNWgkQLZNAgpe05k1yDp24FC7VUpwXiI53sc4xjTMgkcu581JymGZVM1FY5tMxwE7I87FNkwHvnoimC9usfwLQzDQggF23CIP/1/NFQV09HI87zftzR0nr94TtvmbLZrwtBEU1WKsg9rBMEQTdV7l5qm9wlVRelbsJrA81yyPMVAwzB0uq5jOB5w2OzJ84SirgkCn+YTxioMHGhbiqbiw8Oa6emC4XiCado0aYGUDZP5iDQ7cDis8ewpqgZJkvPqxzdkaYFh9Toe2/WxLJvA9fnX/+tfMRzPefL4CZbT8PH2ln0U4dgOgWPx5ZNLBq5LnMZ88803nF5ckh4ONGXOyemCrqt4+uxrujZH6Rqiw5G22fWDha6l7RrG4/D3Ouf/oItUHJd0nYGQAvEpquZ4FuOJh6b36bYiLyjKsk+PHcv+Fi0lmqoQDgI6JKoisC0Ly7KJjhFlWRAEXj9E/nhFkRdoukZdl2iahhd4tF2HaxlMx0OSpCQIAiyjxy3VTY2qqxR5/+vmcYrSwcXkBByD6+UD6SHm7PwU1zExdZ3FfIFhadC1WIaFpilomk6elxzThMmwH5iuP77i5d+9JE1LLp/P+eV/+zXT0xB7NCQ5ZkgFmqZFdB0GKqoiUIXav5aE0rf7pESVXS+nQ6FrOpIoJcq2NJZCm0nSNqWuG8Dgy69/xunFGeso5ue/+AW7w4E4z5E1XN1d8eq7Vzy8X3H++AKJZLKYY9o679+8pYoKhqOQX/7Zr5g8n2MGFnmVoxsObVuRpaAbJuPJmKv3V2xuHgjDIVVek0YZgR/gOD7j5Qjft0nSI9vDniwrcF2PYBDw1defM5xMWC7XfPvd93iuh2u70AqqvMHzA2TTIQW4tk1bNTR1Q12X+KFHK2t2+xWj8Zjk5paslmRFzfiTD7Bp+vCEFCqL2RxFUXl/d0MlDJa7iK+fPqJtmk+zPIGi6KTZnsXZBZ2qkicFRVYSmA6uZdPVLXQwHo3YRzsoG4oi5R//9/8EqWq8fvUe13G4vr7BcSxOLxbs9wfef7jhxeMXxOOE6WzBy+0r1psDtdOyvtsx9ofUgGEbXD65oFNE//fUtcxOZ4hAZ/zshP12y+JizsnshN/85rfYvofn+bx99Y4iybm9u8dUdC6ePeH87ITpZEBdlWgqhOGA+WTOzftrNF0nLwqSPKeqS4xWZ3G2wHM9TFfjyeNLDtst2W0/TJ+ZM7IkYzIas3xYQxcxHob4fkCX10y8CTfLWxoairJCqBqaa0CaU8kWIQWh5xDOB+wf1tRdS9tJWgniEzNTKoKyLDF0k05VesvwwKLrJDfXV9zdL7FNk0cnM4QChuZSty15kRHYNpqm4tomoTdF0FBVFYv5GM/vGZhV2ZLlJUIIbNsibzNs18ayrT48oAbc3N5ycjImCHwQCkmW9kVJ1ZCtIKlyHMvDMGyur+4pioLJOECIDt3slfaO59G2LXleUNd1DyvIYoJhQPXpHEK2OJbF6/2eqCgwQ59SSuq8QVcLiijii8+e8uxiwfl8xMi38D0TuprjYYdAcHlxju3YHJKY3f7Am7cfqaXC5cUlq82Rv//mt6iWQ1JVqIZBW/ZItN3DPeowIBgOePbolPEwwLc/Q9NUkmjPMdrjOBqXZydowuRwOPZ7gqZJ11XMpiFX13e/1zn/B12kLMdhty3pOoGhW5RlTZ7nZEmM49qYhkXTZRjSJD7GCCmZzsYkccS75MhsOsEZuNRtxdnJCXGUoai9RhopSbIERQguHl1gGhaKonBzd8UT+ymuqeOFLkEw4urjLUVZEx13KCLA9ywMQwNZ0zVtf9N1fcaTE27Wa5JggOgkXV0RRQXR8cDi8oS6LhBIFAFF9qmwFimhN8BQTP7mP/wdd99d0aWwmJ/wf/m//R9xTy1UVLZphioUhKFRFjmm0FBVFVUo6KqKqigoQgMJbdsBHa2ENM1YbXakeUmrCRpLUscgdcFmvcc0bYqmJM1zzi5Omc8XVLLFU8e0Fbx79QFVWsha8u7NO0bzKRdPH7FarWiKBt/zqaqKNIt57D9luVuhGQrz2YTr61selkseXT7GNHV+9ce/YHu95Hf/8Vv+/C/+mK5qSKKk99SELkWd91HkyZCwhbOzc07OT7h8coFUVT5eX5PlJRcXjwj9gPu7DWmZM/RsXMcmK3Jc32O/2fdA1bwkHAYITWd5v8S2jpiaSV7WxFVNUVV0UkVXDG53S97e3DGdbdhud+wOMaPZGNeyScv+hRL4AUVTU3WC3SEm9D1U0ySOEm5v7zgqBt28RjYNvusghaAoSkzFIjQ9TMtkOJ5yd7Nivz2g6TqW5dLVoAmdwPIwTYMqzrh5957bd1dsbpfoww7P8wlcF183sU7PEIaKHwyI3r0jWh8QjsbJ5JLHXzxjsBlyPEa8v/lI2VVMw971dH93T7SNGAVjNvcPvO/e8Rf/7Z8ynQWfBJeC/f6AopnUbcH6w5Kh62GUNddvPjA4CdFcC9u1EAKaumE2O2X5sKbtOhzP5f76FqXtqPOS7WaHIiRJmaK20HQVRZVh+w6VKIn3EfP5DMfq99qyuuRwPKA0CvvDEcf3erNBVUHbE7+lUD9JSsF1XAzbRDa9b7iuaxzLIksTirLCsnSgJYpjFCEIfA9Vk5zMLpmMQwxDcH97j2318y3LsejaDAWBqqkgBa7voagaV7fXOI7LfDbn+uM75CdBaRRFVFWFUBWm0zn3Nw8s79coek/8UFWN+/slq4d7Ls9PmIxHGKZGFEWUZd2rTBQN03ZomxrLcmjalqZpAQVFKDxsjzzsD33Q6Rih6gp+6aIimI8mlLs9XWgTdznnJ88RSt9e1nTJaOLhDwKG9aB/pR9TTMvl9NRiud6yOxxRnRZV13Etk6FnMxsOiKI9k9CCtmQUenRNRRh6SClJ0oTRcNjPpHWT7WpJnKTYroWuKwjAD2xm8+Hvdc7/QRep5cOa47FDVQ2EooKoUTWV/SGjlSpCVT/dRnIMS+f502f4vkO03bFe3VO3JYPBDMcyORx3ZEmJbjoYpsH11TWW6/Li+TOOaUSSHnj+/AWq1jGdjTAMvYePVv0tzHU8JkMfFYmQHbZlYmkqWdYDSIUQvH37FlQdXSgMPJfhIGA8nzI7GeH6Hvf3ewxFRXagqz0q6OFujak6pE2GEneUUYmm6QQLA2Ok0aoK+92R/frAbrPDkyrnVsjCHyK7FtlJLMeirTs03cAyLLabPZrRtxNfv3tHmtWUoqazBYbhkWc9Rdm3XOI6YrnZodo689MFaZFydn6Brrv87X/4Na+/e8PZZE5gOVRtxWg4JM9y7h/uWMzmHLd7VKWPF+63G9a7JSdnCzRVpetajoc9xtPneLZN5w25f7fh1W9+wm419sctim+gOAqL8wWT2YjZYs5mtCeOUoaTkJaaJO93Z6QE27ERQiXLe89OlpQ4ukKSJ6RpjKHoaKpC1/UD9bqtGE+mrO+XNI1kcT4hvb3HcRyqpqZFEmclq2NKUnXU+4j4WBIlNYOJRpKXfLi5haZvX1qWRbRL+sXHvCbbRey3B0zVYjIcoykq4WSIaRoc44ROgmlaPJ+EFElJ4RRcnl3Q1f2StW1bpHGKaelYKJTHDFd1uf1wR+B4jL/+Coc+FWdoGuv1joQOexqAamJOXHwaFpcLhC7RZEPTFOwPa64/3qCoKm1dURclf/FP/hHb6zXxww4xGDKYjhBtg2maxHFOdMxRRIfsan71p3/MT90PbK7uMVUNz7DQdA00QdkU3FzdsX7YsF7tKIocN8nQLY3ZYoaOgqYafXy8axgFU5a3tyiqQjgOUdDwx0M6JHnbC0OFqWJrNvv1juX7e/KsYnF2gj/w+1aZqWPoBnXb9nMc06btOoq0AFp8x2Q0CtGEjuvY7I8RTusi6dA1jaeXl7iWwnrzgKFKNHVAVRYoCnR0ZEWBproIIciKnN12z2I2w9Bt7h62IHTuHtaslht+8YsvOD+f0HaC+/stVVmiGjq7XcbHd9c4louiSLKkwVAVJuMp8+mU0LdQFQ3H6oMMWVqQJCm6rvP+40dsw+Dy0WPQFKI4Ji87pCrZHWJ83ydroSw18rpAKVR8S8f3AgLX6qWGpslut8HzHRzf5Kv5M3zfo207pBBomoaiqAghMC2dk9M5WdFwLHuDrmGbdFVJGPg8fnyKY4Fhadj2gDzJKKuMqm457A/opoEfBCRpb8mu24rQDEDp6NoWzzepm/8KALNRlOJ6U7L005M4S6lKycPySJLmDAIf3w8xDLtXJRQZTVWgyY6nTx8xGQ+ZLSbEcUSW9ftCddNC1/L46TPiOGa721A1NV3Xcnvzkcl0gpQtaVpRFRWm5RP4Llma0VY5ChLPmdDWNQIwdAMVBeqGk9mUzT5mZHqcL8YkUYZjxxxMhVo2JIeI+WxKnqWITqdpBLv7LVoXcdymJKsDbdNgjxSe/fyMm/Ud7UpCB7LrsA2DoeZhqTbrw57ddsfjR5eoTUdWlPiqgaJquL6HFwZ8vLolzQvQVWTXMp4t2KYpbVkzMGwQ8PjpE4aTAXXbIFQF2+1p89/8w3cUac6jR0+5+ukNu/sHvvrFl8SHI/v8gG2Z7PY9eLRIC7AVzl+c49keRV6QJTm6onIyP8W1HJqqo2gkcVLiqj5vvnlD1ZbMX5xSty2GavR06jhmd9yAVLAck8lkxDAYoOsWdd4yCkds11vKqmSxmJNHGXlW41kWpmagKgpC61BasF2b5pNaezoeI0yDj9e3qJqClB0NKlGa8/5hw02cMFycUFUtg4mHamcohkmLQtV2zIYjhqOQQ5ShqRqnZ2fcbDaUeYWtOwxGPr7tYFsGw3FAFB/xggGKaXCIjuimjmMY5GnGIY7QNQNFEVRVje/YbB7W/Pi7H9jf7RhOT6jVjulkhuwaLKEj04KHDyuG4Zg8Szjc3FOVBYZrcvr5OZdPL9lnB+quxB/4uAcXwzLQNJWua3BtA9+1KWybVZwwCkKi/QHHeEJVlr3E09bJk5yqzJGEPPryCXmaYVo6Z0/PcU58IpmiojBuhly/vSOPCkbDAYbRs/nyuiApKsLBmJkzo+wkxzil0zSSpiQ/1Fi6hW1LvPGAuqyQLciqRyV5wYDyWBIGg0+zpAboW+wYGqbUKMuaNMsZ2nYfcBUdhm5QFA2y6airFtMQ6LpFnB5J0owfk4TpNER2NUWW9LNKWoSmotkmdVaBUFlvH9A0i9lijqrAYBAgFYOyrFnvdqCC45h4rsXxsGW3SxCKxrsf31CUFc+evsDSdBzLIc5SwmFIGPgYmsLDakNDiT+4oG1bPM/j6uqGLCtopaDuFF69ucYLXdabHVc3tyA1TuYnTC6e8fLjB/K24X69wdBUxoGHpoKCQpFXWI7Jw3LHhWVzOBxpZUtRVf0S7ipCt4aoioUhJK1sOT89IUlKrLSg7jq6pqUqc27urnn6eIphebiuw263Iy1TugYUXcf1Az58+EgnFBQ6PNdkNhvhOCZ1XdAKiW4o/TL47/H1B12kXMtjPB5yld7jDwIGYchmvUE3PFQN8rxktdqQ5zm6prNd7/Bsk+dPzmmaEkWFuq5o2o6yqhGKRhQnrB4eePrkGZvtliRJ+jmUazMeDdE0BUVI8iKmbUCUOQPPwTR02qbGNg1M0yAMQ8qiYr1aYxpWPzhVVHRNJUly/ujzF3z7+j1dJ1k+rPCLjOEgYOAH5GWMZTto6EwHY77/u++p0xZNEwwXPv/4f/ols6/meJOQ3WZDdDgynUxoo5JiE1E1NTerFbZtc6xKjlnBwPMJAp8qLxCK6JleP/2ANxwwPzmhbiqWhy1GLQhUl7qs2EcRg+kQz3P71pcqefHZc6pG4+rDEpl2tGrH2jZ5cXnOz7/8ipv9Awk1/tjHCzzevHyPY3ukx5T97sDJ4xNW+zXf/vY7Tk8XXJ6dkUQJ08Gc9cOG7//+O2QLo2BMOB1w/tUFV/trsjRlUPl92lJI0iTm5cufGIV/QXw8opLx/W9/h65ppHVKVTd0UmK5Bsf1Addy0F2JbZpUdYuhati2g2lpZNuI3/zuJ86fPSEvCyxMorKikipXqy2laSCGA6RmUGUZgpaiKahqjbpWaGsNXai9zl43KMqUwWRMc7fGNhymszFXb9+zTXLOTk9wXYskTXh4eGBydoarwf3DA7P5BGmopGnG/f0dw2CAHwQ0dcM4HDPyh5hzE284opQVQjR4nouvmDzcvqM95hxrgVAkSt2hV1BpBVhDpCmRVcvf/PpvePbsC4bjIbb/wGg4IhwMcHSLVz+85f3Ld+RpymQwRNHAM1zu1teE8xDLcRgER/Y3Ow7LJcmxpK0b0q5hudnw/MkQUXfQtczPJozCKQ9v74niA7ZjMR2PkG1NrhS0dKxXaza7A4ZhEoQBVdvg6Cbz+Qm6qlGkBT/dXDObzqjbguP2iKXbzE5OqLKidyV1EkRHXtf44wFNXiNQyKkosgzNNAgGDk3bUFYVmq5iSoPZeEY48MmPB1TVxHN9orhgGHooouP2ZoWqQpTGhOMBQ98hSWtWmyNnZwPiKALZoGoHOqGzOWx52K6YDALef/yAojV4rkuDxjCYYjkRb97/QBjM2dYl52dnTCYTVKXf5zI1G9t2KIuGjx+vQUp8f8TTp89ZrXfkRclqteP//v/6V5xfnJDmOWXTMJvOOb08I2skgWUyC2ZUZUlTVyRxzGq9whyFqIqG7Qw4Hg+8fnXL//w//xWeZzMcDUmyjLISbI5LPH+EZdrkWU4Y+jiOBZqK63pUVc1+KxiFIV0LcVayXO/pZIdtuzSyY789cnd3z3az4eTxKUVbolQduiUIzQBNB03zaJr+8/l9vv6gi5Sl6si6xHEsVKP/YNtOstsfSVOJrijsDnuGYYCmmTR1RVPVbLdrwvCUosjJ7wuEqlCUNW0Dd/cPLO/vmc4WOK7HerWlqiLOTr/GNE28gUuW5TiOgyp0yqIGTaVrWsZnZ3Rtzd3VFaah4zkuumEgVAWlgVZKRmHI/hhheSZpmbI+7JidTPqXkG1TVxm6riKAwLc5+cUvUFKFq7fXrPc7zp6OefLVGbWjINqOi7NTqtGQZH0kiyNc36dtBd5sgqapbLKEmdfH01erJY7jUzYttw/3hOMhThCgo7C6WVGnJZ89foKpquyKiPPhEyaPZiiGwB34xEmModt889vfsry9R+0UDFvn0eUZi+mU5HDg5GSOfzmkUjrSqGZ2esbmZsnhYcPy9oHRbMT6YU1WJMj5nMANiKqI/+X//W/ZXO9RsgbHD9jvdyg2tCzwPJO8iNluBaNpiK6PkZMZ+9We9JhiTWx++O57uqbhT375S/76P/0aRa+Ijgek6DBdG3RB1pSk2xhHt/rZTtPi6zYPV/dESUGjwHASoiuCrKqpdJVIU3jYrokOKetkySDoXV2KJggGPkWUkjQ17WjA7hDTKSZ12/Hu3Uc+vr/i9OSUwPMYhSGioYcHC8FisSB+957l/QNaYGE7Loaqs3/Y4WkaFydnqELF0HSSLEUxFL746gvaCtKyYBPvQHb4tkO1OhLqNl5oE1cVmqoTFRm6aVDUKfv9jm28xgocpvM5SRqxmJ6yOJuTRhk//fSS0BkgK3h0csmmXhKvjxRdwa//6u+I0x3//F/+D6AraLqKpik4rYJmuBROwOq45s3r93hnIeFpQNfU5FHOhx+ukRWcP3mEotT4jsMWKPKCMkoIXJ/zxSUPyxWqpqOaKmonKJMSDEizlGfPnyGF5Prmmvhhi605fbrQsehkf7vXLAPfswmCAXF7pM5KXMum6VoUJGmaMw59DBSGj2Y8vL2nSktu94e+qEoo0pysTDmbn5JmCavNDkSPUIryGuvpI1RhkiSSNGupKjhbnHJMIuIq4+3DkrTt8IRCUnf88PoDk8mEKC74/uWvOewOWLqDY5hIXeGYR7SbksvTUwaBj2UYPeNT6X8/umGw3e6ZTk9Zrl7z8tU7Vusjx6xBrCNcz8MNQ8azU+qypSoyLiYzKgHkBVWZIduONE2JbZ0sTimqjvu7e+7u74giyXQ2xfNHnD8NefXuCpl0vHr/ERrBdDohSgo0s08Zuq6PrmsMgiFJmvFXf/23BOGA6BihaTqDYEjbgaqrbA8J49mMVnbsjnuC8JS6Kdnu1wzDAUKRCEWi6cr/nxO+//qDLlJtXWHbJnKfcn11zeF4RHaS+ChwpmG/PGb7NDV0TQ1tg+2qnF+cMJlOiKOErhO0UrBe7RmNZgg0PGdAU7coQmW+WPSpnqrm5cuXfP7lF8RJzIsXz7m9u6euGqCfrxRphmHpLE5P+peZmmNaFrpucthFdFKgUqEbKgjB/HTOcr3l9PKMpq77RTcahApd1ZJsIrxJSBploCoUdcFANxiNRqSixrJ0mq7Ccy2Gps0RAzqDFo2srimqEtvzmC4WiLphdXdPXtasdjtGwxB/GKCrJtlyy5k3xV342I7D7rjHUU0eXT7hIBOCMIROMrA9okPEb3/9GzY3O+ajCYatU5Yl682W6+sr/IcB090plQLvr+/6W+g04NvvfuD7b1/hD11sQzAbn1GnJfE6YXcf8c2//x1d1mIPB1ihQ1ll7KI9itbxy5//DKkI3rx7TdvWfPbZc1a3W+5/+sB184HHz57RIfmnf/5nNLqOG9gE0iKJEyaDEd6TgCQ6sFttaYuKTpeM/CFpUeBUFkXbgKKAoXO9umfgOiwml+zririoUA2TMNTRPdHTrZMC2bXkSdbPeDqNqpPsjglvP7zCHUy4vXugrhqausIyNL74/AVlVnB7d4O6arEdF4QgHPiUXctgEDAahZiFx/VmhWdZ1FWDqVkUMkcXCqbjEtcJD8sHMAU0HWkRUax2+FJFFxqB4xAVCdJQWEZbgmnA08tHSENgeCZV17Hd7dF1nWE4YL/bo2kGh13ET795yVgZUB0LTE1FKpKukGSHkvvrJfMnM5IoZRslrD/csd9kOJaD5brksuHVy7f8zP+KMkvY3Ry4+uE9w9GYW+OW6dTj7vojsq158ewxxzhlOppz8/EeWfTx74frJZ7u8v3rFV3XcvnZGdagFxt++fVn7EcRH797S7Q7cDl6QquB0Ew6HdBUqrIiTVK6tkNVOlRNwfM9Doc9VdtiCAUpJZqu9nbbPGM2HlE2LXXdst8c+aF6zXqzoq1rvvr6K4LhFCkaVuuEf/ft77i7X/a6jMOOy/NT9sWRqK5oVB3NdlnGGe/++u8JPJMXn79A1C0tHaPxiMvZKYvphKrNifKEyWSIaapohoKqSwahR16kaIZBFCds1wlda9J2GlI1kJqJH1o4gU8wCOi6mqaR+J5FXVVUVQZCcDqfsdmvyZKU2XSK7WisVkuOH2NU1USi8vjpE37xq59TlD2o+fLijMsnn3Nzt+K33/yIVAwa2dHUHa7X728pqsB1HeKmQhommmHheAqrzY4P169pW/AGHsPQ4uLxOYvFFM81MAyBJhoMs0eKlVVBJ1vqrvu9zvk/6CKVJAXWMeVvf/0NVdMyGg+RssVxXRbzEzRNkGcZt3e3BL5P6IeMQ4dROELTVfyBSxTVfHh1Q5KUfPHlBagmr356xc31PcEgYDQKyIuclhbLdXFdC2TLzfUtWZbhBwMCNwAM7h8eKOuSIs/RdI2JpqMpKl3XkaYZtuvhuA5n1imlbPByD921OH/yiO1uTVJlDFybqq6IVhHnozOuX12z3Ww4xjHhMKCh6dlkSkVU9wP19WHL1A8YzQfcv98RZxWKJjhsI2zd5GG9xtNNgjCkLBs8x8J1PdIoRTc0FtMFzqXHfrfn/ccPHKMDVuAQbddYpwNsy+Thwy371YFaCrqooIwTukGIoanYnktZNcRRxnp55Ld/94paB3Nk83/+v/4LvJFPpyukxz1n5ws6rebq3Ts+vLyh3HeQGYhcw9ZtRqMRqm9QRDll1lFEaX8zrzNMU0eVClfvryjynGAU4FgWmqHxl3/537C5f2Cz2VNVJXWWMvAHDDyf2XzCfdfgmA6WqrNdrumEhLYhr2o028IxLd6/+4CqwfzJI1ZZzna7Q9d1pt6Arqiomw6qGtfxGLoBE9+lLXJGnksUZ/jagKJuSVZrNMPg4vIc37HJ8gxh6DRtiVAlhmUzGk84dW00w2B/jNEUlabpKPOCJquwTRPL9jgeIxzToaly9vGWyXjaW6GzBN0wUOOGol7hDSfkVU5dlrgDl1/86V+wyvqduapucB2fwzahFR1FkrHdrHn77h2GZuE5DnbgsrneEV8dMFE5pgmf/dFzcloOxYHvvv2Rh82SYDwiHM/IopZWRKRJguu52IGB7dm0ec3dhweqY40lTNRaYTqecrLw0TVJU7fMZwtOZnD98Z6HD9fkaUG02iFQSLqORkp8z2UQDKmrmsP+yDAcYn1ywXVS4vk+hVIjdA2pCgxdxVQMMsMkTeN+90tXURTwfAfTMKmKhrZpMIzeR6YoCo8uH/Pk+RN+fPmG9XJDmRcEXsjxGPHx6oHHn3/Go0ePePXdt0THmsFgQZ62bLcJUlmhBTr+dEHRtSAlOtB0Hd5oyC4usFVwTQsdFVRwfQ+RSNQu6aHEagc0PTlTgGbouF4/Y3376pb9psAbjdE1m0YmZG1Hst7ToeDYOuvtDjowTZN8u2W5P1A2FY9OzxiPApAFF+efkScxV9d3ZHnNaDygaUpsB0bjkKubO85PTlB0l+VyietZ9A+yirLoZ+t1VfWajbbFcx1GwxmtlLRSMJ5MqRq4vl5RC8njx3N81+b8dEHbFGT5AaEAikKSplR1RZok6Lr1e53zf9BF6na1434Xk5YVruMyHA7RdY2mzqmbgiTNqaoa07IxDIMsyYj3a4o6Y7YYsd7suf64Yr9L0FWDtPg3pEmCpqoMBy5CSKTsoZC6bjGdjJFSMhyGfHh/hWGYGJrWKwWE1kvX6hbbcWhbiVR0OgGm5eB4Aa38xHjTJUlc0HQlg+GALI/JygTbNEARuI6D7Sk4moPQKiajEXme88XPXtBaJY5ukyRHpmezHn+Uljiajq1bxFXEx+s19sBHUVWKquxFcLaFUDV80yQc9BbS9d2SRi3JNZs4zvnphx+I4gTD0kl2a4y9w2Cocv/DAz/97Xf4mofnhviKg5yf4jgeaVpQNC1NXtKgo2k6bmCiujpf/sXnTE5HVDRUFIxORziBS1VFVFXJ6cmCZXRguzlgCh1VqpSHgi7PiVd7mrLgd3/zPZZj4C9slLalLCv84QjHdbk8f0RbtxyjHbPBGEVX8AYu4zAkt0xE3WLbBo5l0lQVshMsLi7p2obsmBNYHm3T4gQBl48afnj1AWvYSwU1Q8PRTVQETdavOQipMBqM6IoaR9Pxrf4VVtYVm8OetC558fwzDklOmhVIVTAJBwQDD1soSNdiMhsSRQmKriGU3k9lGSZN3aKqGmXZt6SzY0LbxYSjEa5ro2lDvvntb6GF7XpH20lml1O293doUqMWEt2zqbqGoq1BEwRDl1rCP/zmNyiKSpJljMZD/sf/w39PKzqqpuLtq3c0eYsWKDiuTSL2FF2JNXT47M++5GG3YvhkiqHrHA4b4mNCklVktAjf5GwxJpwMUE0N09ZpipL8WHI+PcdrbK7efqTcx4y/PCeON/i2haWq7A8xH1++J9nGTMdTuqbtd5ukIGsbhCp4uFsiTIW6rljnG5qiJQh8dmVNLVoUrScxCKGglBAnB0TVYahGT/JvJXVR9E4s3UBzJI0uSOoIP/ApdJ1dEtG8fccxOvD82fM+JAKMR2MOUcx+v+f26gPX7z9iaB4mCl3bYug20/kCMdAQjk20WuPZNrqqsCkr4qxEeDZCSkLXYhGOOB5iVpstm9tb2q5G+/ICVYHhIEDXtB6ZVAsUoZHEEQ+rPe/e3TKcznnY7qilwv16R57ndE3NfBJSmzpl3ge2NK0n+79+94aBZfDoZ89xPkk4LcvAdz001cYPHI7xCs+3ePT4HMe2UHSdY1JiaB1NU9B1GmVRoSo6RVbiuR5JmvVIJNulqPuAmW3bFEVGVlT9xXw67VOUqgptR5bFeJ6LafQEjUqp+/MSiRTq73XO/0EXqV2So6g1zieh2SDwOTmZEkU7VF3FxETTDUxLItuO3SEhPu7IG8khathuY6KoQkgDx7I+KTQE0+GE0WyAqkrCYYhpa2iqikBwe3vPYjHDsvtbQJ5ldB2EwwDTdDBMi+V6TRRHGJaNqmukRUVW1/z00yu+/PJz5ucTUCSWabAYj1jtdxiGznw+wVQUVKlgDwKMxkAaki8//4ynT59QdBlJ2/Lqdy+ZnIY0cUeV5fz233/Do8eXzM8vSPMOoRvkZc38ZE5dVBwOEYam9Ck4y6Cu+qHqaDFhu9rw+uV7bN2mrFtmJwvCic/Lmx/JKQhNBaMy8J2QsHH48bevuFmtmD4+J09z1ssdZVajKSp52dBVLYZnYDg6l59dopoK+9WW7XGJF5wRpUcmI59nn32GIi0cY4Ns33P7+g5HdyiijKxJsITBaLYga1O+//U7PvvlYz77+pLb1R3r+yVVV3N2dk7gepStJCsTLNfksE6ZT6e9pG29IUtiNkpLUxdYtktRZrSyxQt9lFJQZRVNXTOYDPlM1dgeY0TdoRkauiJom5am7RCtxLdMXNOiKGo0KfBME0oTaHjx4umn/r1FmueYmiAvawy1p50rrofrmtRliZSCuqywHBvbcdlsD5RlS9G2qKqOgoJjOWy2OzbrJU0b4roe8/kM2QoczeDtT28RmxSnUzA1jThPsS0f93SGTcN2uyQTFZefP2d2suDbb77j9PyS4zbj9s0tpy/OqMoS0zEZeA5UEt+3OP3VH/H+3QdOH80xBgbzwYxDlhLvE/KqxDRMdNWibRMKYLgY8uTxJV3bkuYJUVxiqibDUQi5RJPXRLdrQu2XnD9+jON43Hxcc/f+js3dGlFBndU4jkuaJKCC4TkIQ9A0LVVeILsOQ9VZLx8Y2D6nj85QdIU0S+iEiqZpNFWHaEHUElPToW2xHBND1ymKmriLsXSN4zalLEoUobE4meO5NqZlcXJ6QnQ4cNgW+L5P10HVVLRNTZWWdI1ANRVsS6OpoWkV9vEBw3YoioSmralqrQflChVN1fEdH6qSPCv5afuOqqyYjsestxvCwOW4OxCczDAMg7psefP6PYNwwLv3S7774TVVKakUlfvthiQrkMLgbDGnaRuCT262sqkQomMcDqjrGrXTOJ8teHx2iiXg0fkZu80aU9dxHQ9NsTg5WfDoyQmT0YSulViOTZKmBAOPwXBAU1YYhoEie9I7QqUsKvKioS5a4rigbXQm44Aiq1ittnStxHFcXNtmvVwSWpJkNvy0r6qhCEErW9K4RNdNoMMy/iuIoBdNh6XpWKYBXcv97RVVfiAYuGiqgaoJFKniOCbr9YaqFZjuCKF67KOWJGvJshLfd1jMZ1i2yvHQApIyyymrBNfRcGyTummomgp/4GEYBsPhAF03OByO+LaPpvS3grIqOMQxu+iAE/hUTY1sO3TTZHFyxmq9QTMknaFi2RZZFJNFEeP5BF1R8AOf/JgjGkHXSFShkkUHpJDs9zuGi5Bou+evv/uPjBZz9E7glAFNpPL+1T2a4bI49WmEZDQKaeuGqzRlddyDKsirDNd18IY+eVZys75nnxxRhyaD2RChSsYXE35x/gti0aCZCo4+5LdpytXr9zhuQBiEjFyPRrboKjSKQNFU8jrv/1F3kl989TNs1+Rmecf+uOXi0Qm/+vM/xjQ0Hu5uSY4ZabYmbSoWXyxom45sn5GlBZqi4tper7XualbrDVLXOByO6K5gejJlHx15/eo1P/v6K+Ik49u3H5hNpzRdL3k87LY0dUMlISuUT3BRldEwIDrsMFWTtmt6HXklSRE9w3E4QNH7V52qauRlRJXmnJ+c4Jkm6TGizksC3wQJlm3i2D4Xl6fESUxRtPiui+w6iqygLksOdUlVFNzcFFycnZEmMU3XUbUtedUQJRl1K6GSBJ7HbLGgahrCMKQoczRF4f7+huVyiecGhOGQy7Mz6rgkq6pP6SqHBtmHPtIU1bJ48rPnvP/4ES9w+OM/+RmT8YK/+nd/zV//9d/wLx/9S9qmpW0bTN/AGzjcv7uhris6vSaKjty9uqI0Sx59/hhDwOZ2g+P72JZDUpQgOj58fA+yd4b5vsd6tWLg+dxd3xHvYlzPpSsbrl6+5Y9+8RxVa1Clwoc3HykOBbbhkKc5WZqBpqCogirp8CYBcZpSlCWe66N9OmQHkzGmaaGrCut9RK4ovWpHVWjbDssw0TWVui4RTUfdFOi6iqVpWLrOx+sjoe8xPzvjxdPnOJ7J69evKYuS7X6LSs3pYkyal2RlRp4WCAmu4/Smb1WgKzpZpeCPQzKlpqorpvMZWZz1y7eqRlWUyLpBtC1lVeP7PuagXzy2TIPHTy6Zz2cYpslmu+f2bs2rt1c0TcfukGKYDpqpc3K6wLIdiqZluzti6iaO52IbNnmRURYFWZ70UXgk6/WS4dDHtA2UFuJDQp5XVHVD09RUTct6uWa2CKkbgVo2KIAmFN6/eo2va3z9+QselkeKoqFpeiddWTaUZUvTSDbbI13XkKcZUqgcogRFqHzxxXNmiwGu2XJyNkEK0TvK1AZD1QiDAbGSU9cVjmVi287vdc7/QRcpFA1V1VAReJ7Nl59d4nsGnu/QtjVxmiPQabqW7X5LmpWcnV0iBaRxSl5WKKrK6cmU0XhAlh7xXAfXNrEsk9lswPllr4JOkgTNNHsde9uAAMPoJXiu61A3HU1XI4TGaDTC8XwaKSmrirZqMQ2Hxfkpq4cbqqYmmIQUBRT7qI9DGwZNVZOmObQtZSMp9hGb5Y6qLLi4OKfOKo6rI47vch5cEq9TiqzgT/70l7y9fUNEjjEcsI8TwvEQSUOapNRdg2FoSEMQlzm10uHaHp0umJydoKkW1IKoSNgdd9yn93z+8+csHp1RKB1X7675eH2Nq7vEVYnlWgxsiyD0MZB8v31DOFsw/uox1x9uyJqMl2+/ZfjMxxk77I4NT55eMBwH7Dc7Pn68xlVsXMvHnwXQqRyWEYckYngyoqkajpuYKIpQHI3xYo6qGFx9XBNMLHw/pMoaUiPnw5sPdJ2kzAqEonI6X3B//UCVZTx6/ITkENO0NbZro6oamq4wnY4ps4ZGqJ/67SVt1ytKVKHQdZDlBbqmsntY8uj0HEMRbNdrDKHiGhaGqlHlJZKG8emCpmk4HA7s9wmyU6jbhqrK0PUFeZaiqQp5WZCkMfPFgo9X1zzcb3j/n37DZD4jHE9pZc1wMiJPErb7NaZtEww8NF3j7PyU/WFHlByp0pokjkkOGY5jszg9RdcgOhwp0gJFafj6v/kVjSUwTQ3btVicT1nMzlhuHtjer3n3/h2tqBkPQ9quJK06BosJ8SHjyxe/4Pt/+Ja7b37Lsy8uoKjZL3fcfLzh4B+wbAddN9A8h9lsimHo3N7eMfAD2rrFNi1KWXN5ecmH8h2WbfJhtWe+yXhs+Kxv1hxXe8ZBiO+HJEUPdXV9H2/gcTwc0BUN2zVRDQXTMtjutr2Vt62p0pqx6/DZ06ekRdEvcX/S5xR5xnR0QhLFxNGRTnZcvHjMIdpxPERYhsXl+SXD8Zj9fsPLlw/s9n2QpG4rHM9mMB6gFiU/vv9IkWYoqmA6G+H7PkWRksQ53iBgOp8Rdxl+6zObTbmt7+hkxyAMyKOMJE7wDQ3bMgk8H1H3Us0nz57w2RfPCDyDpmnZHSLevr/DdIc8XN/zux/eEg48vvzyKY+fnNN18P1PrznsdyiKhro36CTMZhOqpi/MA9/HMyzqOMNSNW4/fGR10zGZDlmcnLCYn3Dzcc1ul2CZFq9/eo+u6czmQw77A1F0YLda8/yzL2hawevX7xGoGIaBbdokaUJZlqiKjhAabdtx+7BHURUM02Q0GhAEKq7dcT6f0NYlh92W9cMNX3zxhMnZhNWqtyWbukmaJWiq/nsd83/QRUoRgOxVfav7LV9/fkbgW5iWgqo5aIbObnMkyzIC36eTKlmRIRGUVYVpGriDPmWVRAmKkNi220sAFUGURGxWgvGk337vZIdhmqgYrFYrulZimDpFVSI+FcyqqmnrBqEIFFSGk5BXr18TdAqm3u9Q2ZaD7DqSskBTFEbh+BMqX0NRBOg6jVpzTGNurm+ZDIdUecVxG3HqnSBalTKuONxv+OyLz7Esh/v1kq/+0dckXUtSFai6Qtt1TE8WNGVNVWQkRQGiI44ysrrGMmz8yQBFaHx8fUVd1fiDATcP16C/p2ygUuD23R2W4pAVNYfNPZPhCFUomIrCn/78S148fsTbq1vSPGU00Tn1hpx/dYFpSGxT5YvPH+O6Dl1Tohsak+mMKimpu5b7mzVdJbhZLXvLp+eQbHYUosOdDnAGNhfPz5idhhR1ybsP74iOCeFggDBUirziu2+/I/ADOgnb1Y7FZIGp6ByjiHAQsNvvQEqklGyWa1zHo9EkbSPRbIMOSYtEdB0d/ecWH2ICxyK0HFQp6aqWgeuhCQ1L1ZiMhhiaQhIfOOyP1OuCrv9XAqJlPh/w2YsnyE7j7u4G05oznoyp6gbD7Kn5puFxdXXL6u4B03axA5e7+3uKOifNUhrZEacRwSDAUx0GYUByc0/cxjSyQXd0VEvvkT9ZTZcXVEVJeDmjNnuX03w2IZyEoAviZMfnXz7D/PnXNE1NlPVE6yiJWS03tGZHoRV4E5eTywXH1ZHxcIqpWlRJRVc1dK385ORSKcuWLM1YLBZsV1u2d0uQgslwwmw4Rtd1nrx4SpzGFE3DX//99/ybf/NXpHmF5rtIabA9HtAtA9cP2K7XJGWGa5m0RYk/8IhlTpnXmIqJNFSEFL0aR9MwPYvhYkpd5ERxjD9wsE2Nw2FPXhTYoYfju4zGIZvdFlXTCS2Lm+trXr98yXwxJ5yMqHvpFLptsrm75XfffYtUdOIkpYhSDL2Xlx6jI6oi6OhQNZ31cok/CzFstffHFVk/V8wK4sMBTxNoVkjbdORpRui6TMKA89MpXSd59fo9Uuhc367opMbr11fs9jGGHbA4W/DzP/6KPK8ZDoc4vst33/7Edh9RVR0fPnxgtVn287Mw4DgccPLoEb6pc3KyQDcV4nTH+fkJvu+zXkdEh4TZZEbgjfjp5R2b5ZG6qJCioW7ohaWPTrl4+piH9Zb/9d//BsdRaduKtm1RFRXPc1GUT6/FMifLE8Z2wM8+f8x4bNN1BU8fnZFGR66vPvSW8n1COWi4vX5AUbUeeNxK3rz++Hud83/QRUpTQMqWoqqpm5KmzClyg65TOD0/wbIcdpsDsgPNMEEp0C0DVTXI0xwhZI8Bkb0ozrFsirJG0GLZKkJpKcqK1WrVY+vrGvWTUdUwTaq6okxqwsEQRaFX2asqHYKsbinrlkMcEycpolFIDlvCwEdRBHme09Ql3iDENW06paMsaizXJU0TtocNQmmZzCe0ZcvHj9dYloOmGghFIUpSyrxgOp3w7Y+v2CYpwrY4rJaMJmHv58kyqqahyDJOFwvSQpKmCbZjo9s2h2NMkea4qoM38FjdrVEwsVSfqzdL9suEY5kia0FXCuJthKnpzEZDXNuhKVrqrOFsOmW/3BBoCr94+oSckj01hm7gew6qpVKWKcvliuFwiu+4KP6QKCpQjYzVw5r7hxWhMyApcoq2RpgaDR1JnfFwWFEZFeHIZ7wY0LU1nWiwNYMgGDA/PcULPFzToq1auq5gtpixPh4g7IV2TdVQVy2b2xUXFxcEvkddd7R1P4Bv6hqk7HFJnUSoOm3TD4abqkZzFZqqRgjBMctQ6ZiNR1Rln36K0xLUrg+EnE548uycPK95uDlgmmaP3zENokOEpB/267rK55+/IM0zrm6uePL5572OQm0ZuzZd16GpGr7vMpyOKNuafXRgNpyzmCwQFWwftugdeJpG5oXkZUFtK1x9uKHVGp4+Pe/BnoqBIjqmizG7zR7bsVE1wf31HZpqcP3+isE45OlnP+P6zS2aqRCGHh/ff+Th4YHjLkFFwzYd8jxns9pguC5NV+NYNqNwiKVotHVL4AaITqK3MBsNyfKEBgWpGBTSoFFgejFjs9qz3x6xpE2jC1pdQaoKxzTBkhZm6JMcY7bbA88u+w7IMY5R1b4tXiC4v7uDumLguVw8uUR2HTdvrpHHjuE4/C/ttGHYC/eG4agnx/shdPDyx1fITjKeTvizP/8TfpOXrFdrylpQxjmKovRKkLrfp0TRkUiKsmB3u8evUsJ5iGmZqLqK6CRpkvaWA0WlyHIsw0RzNQzNpGtkD42tSl6/u+MQ5eziDM8LuFnuMC2LwSDg+YsnjMIB315/B23DfDxjPR0yHo+5f9hgGJ+RZBnhcMDXnz3n5t0r3r8vELImHDjUXc1AC/jyyy+o64ofvn/Vz5kUyc3tFV0n6VrBYZ8SDG1cx6WVLavVPbbvM1+4/PN//qc0hclvvvkeFNBU/VO4p0RKSdW0nMxn/OyLp6hNg2daOI7HYjolMlV22zWhP+Cbf/iO6FBye33DdDGlLBpsz+mNDb/POf+/ZxH53/trOAhoOnrjrWlTlS273YHZ1Oux/VnOarnCC0Z0bUbXNoAkSY5I2aEbJqZt0Yke9/+w2bPfrZlPh5xczFBE0xtrO4W67uiqgjAIEZZB3VRs1iuGYYiiAKKjrissywH6m0dVVSx3B4ajEU2SYagC33OoqwrFEPjSoJE1QjoM/AFS6xdupRQIS6PKSmqjQQiF9WbXa5vbIYrQcQcDTEVFCIPffPMD6lCyPyQUVY03CPFs77+89mghSwvyriUrKyoBx7LCESamYVMVLcvNhjhLGU2mBIFP13REywhh6CxmC1zPZztec9jvEEKSJCmmppIkKgN/wMgfsN1sSPcx3tBnPpyTxA272w3BIqBuG2zDoit68Vscb0niku12SytrxuMhCgLDMQj1EfvtjrIoeP78OdPzKTUFeZFgmAp+MMRxLRzfY7c/4AY2k+mULE44Rjts2yCcTqkVwf1yiaqogKBuO1TT5PbqDuv5M8q8YLPZ49lO79v6FG+umgZd16nqBtF2KCpsVmss00SYPS2Ctkb/RK2QHf2+XdMxGo4ZT4eYlkKaVVR1DqKjafuYsaop7I8ReZJzenaCpCEMfVTzAkmFVAwc10O3Da6urzidTUGHJIvpaJkt5igd1DQMRyGGodLuUtQGyi6mijOyY0Gyk8x+doZt2dxsHrAyhfEn4oOkJklKHj16yuZhx4cf37C6WvNHn3/NdDFnvToymPkcH/bIlSBNMqqyoa1bNKFiKia3+4Q/evwcZ+BQ5CmG3uvW27LB0FSOmz375Zr5xSkDx6EUXQ82Hg3ZbHekRYZiwnASIHWDWgVvGiKlpG0bWiG4v7unyAoMQ+cQRwAousbi9AShq3ieydMnn1GVFR/ffmC5XGLqOoNpnzZsu440iXH9AbquITWV9XrXjwd8n1oTGLrJdr1F1wyyY0bbQhYXNK2CbDvkJ+6koqoYtoHsJFKRNE3JcDxi/vSMSjYcDjsGboAqVVbNCiEFhmaSZSlt3bFZvkRXNXzb4H/85/+Usuhwgyl/9/2vSYuSMOwvR4vQYzoOkE1BWzWYisrq/g7RSoo0QdFt2q7GNDQM3Sf0HQLX4PRkhKkKRqM5548XbLcbslxSVgVFkSNlw/nllNlswfEYMy5CNN2gbjLKumA4mdC0BR0tsmv44vNLdMPh//n/+BuyPEfRbboOdvs9dVmi6jrz+ZznT87Ik4hak4yHX2AYJcdojaYbfLy6407b8/rdA+/ebxgHPo+fvqATLXXZ0XT/FSzz5nVJnpRoqoqq69yvI56Yc+JjzaufPrLe7NlsNgyGIfPZkKZtiKI9bddrtm3PBiFpW0jSjChOcD2P88tLLNNCVRratiKJM4LAQDNM6qqj61rapmUUjqmb3liqqC1NW+B8IhtL0XA8xtB1yLqjKnIuH11gGRoSBcU0SJqGXZzwdNZrFcLRiOvbG7zAR6j9wbre7RC1ZHAy7Pl0tKh5RR7F/OqPfkFeVqiaytMnj/9/5P1JryRZmqaJPTLPIjqr3tFmczMfwiMjMrMys7qbZJHgohfNBQH+RG64IUGiu4lio6pQxRoymREe4eGDuU3X7qiziso8Hy7E0OvYBmppgMP8wh33HDnf977Pw26zJ+tqnEuPPC+5vrphOB5jSTLXVzdgqsTxkZOLM+qm42Z5x2w4RWlk6lJg6TZ39/cMxiOefPWah7sHhCxYnJ3iug7B3CPcDzE6GU2WKbMCEcWkccJkOMDzHGRJwpQVjApcxaatJNqjjD60CaMdP/z8J7789V+B0NitPhEdDlhWwPR0iq7o3F4/EO4jHMtiNBkyn4+p6oSiTtFNneHIZ7YYMZlNaEXXm0rziO1+g2hadNsgKRKqHRzCCEVRcWwHx3LYbQ9E6ZHNco0iaYi248P7j0ynU85OTzENi1a02I7NPgqpGoGmqbRCEHguqq7TNQ2yBNPJhEEwIEszjseYpu1oRYPn+kTHCMOUGA0HfHz7QF6UvTpDCDTdYD4LWIsVhqXh+jb3yxWr/Y5f/fbXKJZGUhYkWYSsK8R5Qie1qE7ALgrJ4xRbNwhGIwp6QoEENEWJ4/kIRcGoMo67e0hyXE3lbDYjOkY9nipPGQwG1FXL3d0DH99/wpFsSGX+zf/jP/D0m2fs0pTRV3NkI0e1LNS6YzJ3yfKGzXqHLKk0RUuRNuhmg+3aaIqMLMu4tk92zMiKHMO0kZAZDwZU1HSCPgTTNlS1zHQxpZs0HOOcoiopRYMmy8iG1l8OrcRiPicrMyzHQdU04mPE9vaG52cLhobANRSWYcphv8d3h7SmgW0aKAooukIU5jiiI0kTDscQRAuSTJrnKK6JEFCVFb/89Ib7m1t8z0VXLbqmQtE+p9Kqzx+dkoRhm5iuTVMITh6fcfLonKu7flRu+hbRPqL6TLxoP+PWqrIhTwrauqUbuqxWW5q2Y3VMUUybpig5Jim+bTMeerz+4gJDVQi3O9qmRhECW9MZB0N+ePuWwWROmZaE4YE6hzKLefzoDMcxuLg8RVEgjKCJa9arJVVV8vLlU0aTKRISXXfCZhux3x/xHQ/dbPB9C0136GgoqhpZCJI44vr2hhqBLkmUVUlV1f0qQ+lfSr8LlwS2xrOn5ximiu9rdIrg082KN+/uyAvBp08PnM1mnCzOsSyPlobNdkNdiz/rnP+LvqSOYYymaGiKgqyqyIrO7pDw6WqH7Vlomozvuuw3a16+es3JyRn/9E//TNuBZbkEvk/bNhRpTl6U6JrOyWKGLEukcYKmdQghocgWdQP7cEe4O3CyWDCfTWjattdfSEovQ7MN8rwgK0t2uwNxmuDaLtPREG0coEqQZSmu5xHGCfswxJh5jMcTwjjCNVxkScZxXQ5xSCZKZo9PCZd7qqzFtDQ01SAPY56cnPPk0WP+83ffcXpyQrSPWN8dUF2DN+IXgtGQ4WjMw+0DdVpgqhovvnlNW7VE+xjLdPDtgN0mpI4KDKU/gIu6wPAdgrM5CRXhfsfd5h4jNPAcFyEgbxocz8dxPcLdjn14oG0a5rNR/3KTZCRqtA5Gik+WdhSqxDSYsAn2aK3MSTBh+HWAo7mESY6kqChCZTQeE+5i0iSFruPHH97gDFSyJsH1XNquxHI0uq6mlcBxXC4NkyTNKMuSi7Mz2qZhu40YT8ZkSd6PJuqKrMgo6xrX8YijlDKv0TUDTdWwTBvdNjhGCeenI6Iyx9Y1RNmiIPB9n65rScuC0WTEZDFn87AkOsa4ro9neRx2G4qyYb1ZMptOub6+Y384cHH5CFmCsm7YbfY4loOsSpiWhhssiMuMN58+UDUF00HA+x+uaGgZTSeIpiaYDOgETKYTNk3LwB/gWBZJluLJFq7rUDcgqpblPmSfHHFMk/h2y6ffv+H5336Dazk0dYvU9b/y1x+uuV3t+PHHD/zLr37LyfSE/++/+y+8/+EKxVDJlhGWa+INfIbTCUmYkxf9R9hmfSBLan74w4/YY4O/+W++pahy6jZHU/q9r+u7xIeUoqqJHpYgCQzDoMsrTKFgtAb7j0vs2QBvPKA9hCTbLarj4vhWLwIsJTq5Qzf7yPJ+uyfZHanjCL9rOJ0NCLWIru1wbJuiyFFUhbZTGI0CmrahblriJKFqKvIix3d8DFnvS/dJRp4V0IImK/iOS+AFZFnGZDCmpCLPC6qiom4ahCpjaz2KzbANRrMRltNHuqtDwoe379mtdkg1lFLFw3KFY+i0ZYuqm7SiJs1K3n34xD4KiRuB5QVM5zOOhyNCtD3RJK9xfZPJfAZC0BQ1QnScnS+wfR/LtbENm48fPrDfrqirDEnyGY8GaIrKbr+hrmt81/k85m7wA5eq6LmXAmjbgjgOEVicX1wwn8+IkwN10+BYFnf3K+K4RUgahiHTtIKyKDAMC0VR+qmRpWOoCk4QcH2/4v/+//x/8ezZBVlRs9tmbPYNYVhStTYtJvf3O+7uHghGHmmaEx6TP+uc/4u+pBRVRZKk3le0z7FMk8n4Es8ZIKsNk6lP21SkaUSZpZiGwXw2YjY7o8hL9odjn+QqC/KioS0yFNFiGxcMT0Z0bU3bCFbbDXlWoBkaTVWi6yqWZdI2grwsaJqGrhPIqs5+s0c1rN5628msHlbsl0uePbrAsQzquqGpO5qqYbvds5j2YMayKlmu1nz6+AnLtTkcjnSKhGKadIaKphnUZUebpty8+8B//7/7V6RZiizDwPM4ZC16Z7J82DI7O2EQjFBUg/XDFiE1zCcLLNlCFSrRLuZQHrBlE9GB0fWjkSiN6ahJjhHv3rwBBIfNnq5u8ByPZB+x3uwYDgc9qDWJEVKH0FXiukKPUmTAsQwsx6ARkKYRmmagrAV+YPHtl99SlzX313eEx4iTYIhrOtxvd6zWG8qs4exkTrg7okoqF2ePkM2WTbLE8y2++voVX3zxlE/X71ltN5ydnVPWNdvtAyCh6tAClmtQpDWqrlBkFcc4wrBMZtMF4XJPuokRuvw5rtyy3hwYzX1kGaq6RtNkyrSEAixH6yPskkocHRnNpwhNou46NNvC8hzi44GsyHn37iNtm3M8JkTHBCQ4O5/TItHuj3RSR5pnPHlygePY/2vCNK8q0iTm0nvEo2cXfLy5Joz3XJxfoNoGqqKS5jm+7yNaeP/DGxzLJYxL6lVEl9XIkkx0iFmvt7jTEW0KGEda4x3GQEM1TOIsR7RgyBpfPn1Jscx49+NbDN1i6A5oixZJKDy8uyevcp589ZyaFst2icuM8JBSZhWmbmLZJkJuERLotsnq/oE0KZAbGcuyiYu0T+25NrbnE+8PFMcUX7bQUCmShqTa4y6gizOsUqDWKeZIQyiCtu4QosHQDe4+3VMUNaaq0WkaziBgudnRHUMM3UJRZBoaJLlD1RQEDa5nIGs6Nzf3Pd9P8mmaDlURFGVvNqBtUSQZz3W4fHTBdnegKAssy8KwdDRdI1YSTL//cyfLeIGLHTiUTcn+cODm4yfur+7Y3m1xbQ9v4NJ1LXVZUDctArA0g2MU406HdJ+nLVZVIZoWUQtOF1MCu7f/to1EHOfkWUYSRRzDI4NxwEifEwQOaZpzv91ycXbC1188I4pDZLlfNygy2JZGnilI9LSbrmt6yK9pYbsOw2DAp+sljmMyHo0+G603SIqg61o8x+XR+WP+8+/+SCcAVcKxDHRNBiSapsN23M8l5LanUAQjdocdwH6TbgABAABJREFU7//1/4+qlhFCIo5rylpCNwyOWYHUFfz09h26oRDHKYdd+Ged83/Rl1SWJCxOTvnVN98QBEOCQcDDp2s+vv+Fb799yWjoUBYJjqViWiaS3HJxusDQ+x0EI4Uky9nvQ2RJJoxiVBk6IAwjJNH3a7KsRFE1fH+A55qkaUIU7tF1C7oGyzBQVI28bsiKHFvRUBQNz/P40+/+iGNqnIzGuJaNIuv8/NMbTi4vkGUFGZl3N+8JnIA//PQnBDI///gT88cXSIrMfh9RdB1y0yHyGhFXDIMBlmPx4eqKpmkwNR1bdxjJKpXS0TaCj+8/oqoalC1U0FUd4SakTRtE3lGEGYYuMfCH0HQckiNFVmD6JssPN0i6yvn5BUohiMIIVcg4roPvOdR1wcfba1zXRdc0WgmOeYbhOUwHQ4q2YhMnGHRYpoZt1CiqRlu16I7K/PGcRTDi9uYWuVFQ6j33SQ5pydloga6Z3Hdy313ZbhgsfGbzOYrasFzd4A8UThZjnj095+7hHqG1/Lf/8Fs2uwOyorLd7VivDtBIBP6IVhd0koGmKKRZiu97rD+tEU2N47rcPhyoaoXByOXR4ws60eB6Nill3wURCgJAllF0jSTP2YUHqjyjqyS6tqPIUsqyous6dF0mTXIsy+WLV2Ns2+a7P/6RtpNZbnc4mkEnzknThDhNubg85x/kfyAY2IiuRlIkXn/5Cm8UsF5tuN8smU/mKLqKpql0XYsrG4RXK9JdzMD00A2Ht9c35HmFZlpcfP2S2/U9P//0kYdkRy1ndJJMKyTSNOdXv/oV11f3KK3E1S9XjLwJuqwRdxVVVfTBI2GThikPuzV/9fd/yxe/+opPP10xmhh0XcfjF4/RPZXRaIgsSyxv70nThCbriPSYm5t7qrxivphx+uiCosiRhKBtaqSu/7gcuQFntovsOmiXEk1dk5Yd6yimySs6UdFpDb5t0xZHHNfm0bevOJkPCMM9URih6wWjYIjvuQSBR3Q80igGquYiNzXjyRBZ1lg+LFGk3tzrODZ1XnIoWwzNYLI4oawrQBAMh2iWTpolWKbJeDKiaiq6tiU6RjiBz+3VLcWHkmfffkF6SJFrqU9sGgaO5zAc+mRRjIzUl8ElhYAAfzygkrr+36EoZMcjXdcidS2q1O8+DUXGO5n3cfe8IqlqmjBGKBrD4ZDhwMHQQJJqqjKDruktwF3DbrtkNBtgmAvWyzWGrjJfPCIvSx4eVggJfN/n/PyUwyFE0yUc1+bu/hOCtu+Etv0OfrfbUpYJlj0g8IccDzuqvMQ0NXRdZTEb0oqSPM9BCBTNJC6OdK1KkZdUNTRtgySDqru4Y4takuiqDt10mJ/+V9CT+r/8n/9PPP3iFbpp88OffuLf/Nt/y3G34fXLZ8xmI1SpZrs+EkV7njx5hKGpeK7P8fOs1rI9VEnC1HV0VUeezfBdiw8frjg/PemZe0VGlERYtsXJ6QnX1ze4lsHlxRmGqVM3ErIikWUFm0OIF4x4WK6RNZvtektd1RiuQ3g4MhqMMDSLphZURc2Xr77kU7JGtBviJGUXbpmdn3J3dYXaSchabwleFzs806OWSpqm4snjx+RNTV4WxFHU21J1hadfveDceEpR5/z8848YuoYhKbiOh28HZHmOiYZq+RT7lMDwcBWTrMsJjzGHOGZgKghJYjae0HYtjdRy8viMF69ekCQxeZJQFiVt3TEcBNBJHA4ls/mcOi34GF4jqwLPsRh7PqJoeFjd8vzZM/Isw8Ile9gjDw0swyQJD0xNl7//8htuVyFl0XB/v8RUZIqm5OEmRHMfYw4GdHKDrCkUZUZdm1i6xeliiJD719Ah3IKsMRj41HVHdiz73pur9qMF0ZGXBYYboGkKUZSArDKcnPL86SXR/oY/br/DHnosTmfs0xBkaJuOqqhoNAUUiUO8R9cMXM/j4XaNhGA+n7O8u8d1LRYnY05OphzCA8PhiPV6TVEWPH32mn2YUqQ5nz5d8+tvvwZZpUEwmw5xfAtZluk6QZZm2L5NVha4jo9p9snFqNrRVQKpbOjikiopyIXJsav5eLdiudrx6MkJ/9tXjxAzg2WyRrdNVEWjqRtOzs7Yb4/EYcpmfcBVhkwnZ0h5R1lm2AOX8czh7NkpWZnzy59+wfd8bMuh6jpe/9Vrdrst0fFIUkS4uk1V5AyHARdn56yudmxub/CDAFXXWJyc0LUtDw93jFyPwXRCUzUUZcH54xPGQw/Pdxj4Np5vU7eCT6s9nWvR7fZkeUYwCCiynDCOaGmRVMHqsKGrBI7r4dgmgedRFDmqIqFqMh0dSOBZJpvlhqps0VQdOsHNwz2ibpFRKMsM07CQpN46jMT/2pNE6vACHy8I+OGHH9mHEbKsEIZ3dELgeBZa26O8bN0CR9BJErquYegawckcx3K5e7ijawSWNURRZbq2YzIc0FQFunDQVZ04ilAVmaoWbHd76qYvVEdxiKqZiCTjcIx4/rRj8vQxpiaTJRmuraNKLW1dUQHaQGc8GhIeQxy3t4lbpk5WZpiWimGq7Pc7FNVgPp+w229BdMhIdEJiNptzTFKi6Mivf/UlVaOzOeRImo2myxx3EZv1GsexkGnwPZNx4HJ/vyYYDJHuduz3B5paoGoGiqrQ0TIYuAwGDsNRQJml3N/dMwiCP+uc/4u+pDRF5t//u//A1fKBNM0ZOC7z2Yy6Kvj+uz9g6QrDgcvl43Nc18Q0TCRZIxIliiKhaTKr9Zrj8chwOOTk7JSmzNAcC1nTybKEYDTCC3xM2yI8JlSVYJsc+fTxhtHYxfU9LMsiDHOqssLQDWRZpW0aDFXl7PSEy7MzDvs1hzCkKCp0zSKKUirbhFohryuyvGe2nc7nxPsDcRQzWcyhzWjKGkmjH5lkLWbgsQ4PZGVBXTVomk7V1YRRyOB0TJ21WJ2EI2t0Cjy6fIKumyzXa6o8w9QNfMejSnN2SYFqGL3OokwwA5/T6RAhCSRDxcTFcG3SNsMb+gS+x8cPV0TREVkSGKrxuTsCfcNZwXMtdE3GsCwUAXH+wMN6hWVYHOMls25CV5W0omU6mWJIGsco4yjLxHHcs8hkhdFwhF6XiEYm3MWYvswXf/uS6dhBkQVN06CqKi39zuns9IwoTkiynDxNMGyHrEzQdY8sTzEMi7woCZuIqq4xdYff/PXfMH9yThFFfMxXFGWLqepsrneYlkWcR6iGQdVV5MeS6WKCrAi6piEOcxzXYTwaIoRAMzTqpsL3vX6XqfaW5SwreHT5hLyoePH8BVdv37LfHfrCsG4Qx0dkVUYoguv7e5abLZ0kEUYH8rbFdzzyJMfUTToBSZIQ3q5wWpXx7JS7uwcqJM4vLrBMh7iO+e6H31FS8PRXz1icnXJ1e4NpaCAppGXOw7uPKLXGMYmo4gJLMzEcg8UX59gnLrt4i24bnL24oEhrNusVNzc3OJ7P5aNzTs5PWC/XHLZbTs+mhIe+6pFnGVVeMTwdIDpBkkWoqgqyxCGMPtdBFDJRMHQ8VNcgr0vqQ8Hlk3MkWWI0m/Puwy13n276In2d0kkdl88fMfADNEshCmPaskP1/P7FXW3QNY3An+N6NmVdgwRN24dV6qakLUqiY4Kl6BwOIcF4RDAKqMuGrmuxDRNJUdBUlbpuUDWFVgg+frrmzS/vUVWN8XiE4zr9uM40OD5sifdhT70wTSQJbFtHRiAjqIoc2zDodLCsfrcmEMThAUNVcSwLU9fp6hLXcdAHA/I8J0ky2k7CdgJk1WQxmxLu74mOB1TlEZPxmMTUsAydOAoxLQPdUJmMR9R1Qbjf4ToO292OOE1RVQ3TNDBNHVlWyfMSWRKYpsoh3DGfz3Bsk2McoUiCgedQZAX/m7//a358f8e//Y//jGn5eIFPGIbohoksS+iaSZJEn1PSOufnZwg0dvuQw/5AEAyYj4cgNRiGimnoWLqCoWs4/zUQJ3bhnrvlkvB4RFM1mqZCMS1816GrMyQgCDweXZ5QVgUCieJzR8FzbAzTwnNddM2koSOOYwLPQVYE23DP6dkJg1FAlmaMxhOu3l/z4f0D25s1P373ji+/fMJi7vPi1RfUZYfjuOR5gaboRIcQ33bxnvV2TCGGvH33HkXWsWybk8mIf/ruj9ze3/P6+XMeP1kgDYc0ZYlAcIxjWgHHMMJxXLq25ern93imxf64R2kEu92erhP4gY9umWi6QfpwQFEU5u4ISXTEVc72boWkqFRVhdRBlBzZLDd4hk0aJeR1jeM7vP7mNa0KUZkiVIFru5w/PgcEaZygy2ovLzzsGfgBVdPguS6tJJFFKYbc66dVTUM3NCQZTNPm6dPH7DZbsjxHEnA86pitiTsZ9iPWDppKUOYFm/WOvKxI8gxF00jLnEJU5A8pht1yPjF4/T/875GEoOp6TfjV6pr9IaJtBWGUECUZs8Uc3bBY320YDAJUYfS7polOsolRhETTtQyGJvOZzujyC+o4pKh73YM2NEBIKCMXWZbZhHuEkNCiY9+vQ6CiomoKZVVC1+K4FpoqMV/MOOx3VGXDmzfvmEyn6LrJT9//xONHjzk5PWW9XnF3t8QfekiaTF6XNEXH1fUnkFSePntOGB+oshx3esrt9S2aqjEaTJgHC95sa4plRHGMUU2Lge8TZRnPL54TnEx4OD5gDlwMz6PuWp4+fUJa5OR5wXgxRzQyNz9cU24K2rwh1xMWLy/AFnhTl1LL++K5bfYOq32CXLfIQpCnGaqsMPFdlJHH5m5L17bUac5sPGDsekSHmPBhS9YILM9GUSRMUyMpEkauzzcvnmNoKhdnp+RJxvLhjkO4xzB0hJB4+njB7cOMVZzSqQrHJKQuawxDo0Ki7lriLEZWFVxDo6hrNFVmu9symU7Q0EjTnPVqT9tJyIqMpmmEuwNyLdGWDV++eomky4S7PcftHkmSUdQeh6WovTm2KHrZ4un0BEkWuL4HitzDVguJKskZuB5CkWnKhsB3kUSL6FpMw0UC2lanrCq6rkXXVIosJcpzzheneK6DY5ocNhvCMGQ8GuG5vbttMByiaDpvfn6Da6pMJ0POTgfMZmMUSWZ4fspyucQLfMoqp+066rImakrKPMexXTzf4/Z2iet6aKZG27VYjoXvuyyXa8LDDi+wCY8VpnWCoWvIsoxpumzbHf/+3/4njGBMU1T8cvUTlulRlRWT6YTlZs/+EGKaJkXVsN5tcP1BT/wRAst1cS2b08UIUSckUYiY9T3R+XyK/F8DYPb67o71ft+TyrsOdxgwcBw0WSAbGrQVdZ5RZBmSppDlOUJoDAYBZdlQ5BmDwKftBFGSoqogNNiEO85OF5w+OqPIcyzX4bCL+OXtR+xgzMIYcPPhmv/pX/8Tjy8n/PJhxeXTJ6iWynShIUkdVVkyDEZ0okVVZCaTC9Ik4+Fug+G4RGnGcr2HWqZOG5JDherBcrXk7Pyc73/4E4fdga4SjGZz0jCja1vW90s8w2Tuj3j+7DlREnOMjpiKgypU1LIkLiL0Vu5b+rKgSSpkS8bVLEQnER9T5E7qvxpNA8OzOZYJxyzCmQQgy1iORZrnfPz4Ac918CwPrUvRJYXnz17SVhWqJKFZJoGssv70AAqAQFZkqrqiNXVsQyPwxmhq/99fV3WKrECVHDgWOJbL/WrFYRNyCFPef7hC8zxmZws020A67JGAsT/BsFsO611fK/B8NscDH++/R7N1QKYTUDU1ru9iWSaKqmOaJt//0x/Jwo4qT/E8j8PmQLja4+k2P//+Bx7eXTEf+Lx58zP6ZMj0ZM711RVBMEIRUDY1kgydkMmLElkWGKqOpagMAh+6lq6tMHWNps45HPdUdcVms+OHn97x1791iJMMU9cxdR3bMEiSGElVKKqKzWaPMwwoipYoLkg/J0AvLy9QFY3lasXt1TVPHz9n87Cjy1sUVSNsSuqkgqpjs9sze7xg/uUJ3mRKvVKou5rtIeJ33/2e+XzE4vIRmq4hayqXr5+z2xx7RqTZoLka+sQkamNGYowkCVxLR7M1Pt1cc/7ohMuLCbSgSCpVnvP4ZMHA7Wn7kmpyd33P/d0KMxiwmE5wHJvNMiJKIpquwR7Y+GOD8dTGcxQuTk8xdJMyORL4DrppYBoGcZrRlTln5wuymwcOaYahGRy3B0TTcX6xwDJMOq9jNB5gKRq73YaiqdgdQnTDRpJlHu5XpFmJoC8Zz0ZjTucL7j7coAHvf/6ZYOSBLBMdD2iajqv7WJaOkKCqK5qqRRI9Q9N2DRaLOWmekyQpbdf2kwRNIBs6hq5C2zAeDvg8WqBt+05T1zbkWUJnmIi2Z46OR+OegZcXuK6HadroukZeZuR5RprnaLrObD5E1WA+HXJ5PkNTpB4O7FrohoqsyHRJTZalHPYSjmORJhWyFJGXJQKF5XqPZes9gSTwyLIC3VC5uDxDNxTyoqAsc8osxzRdrlZLfv/PP/DTnz4wPWs4mcyoipaq7YiOCbvthiRKadsWVVX7orMkI6s6iqrgei5GIxCiZRA4mKpNnuwZDUdIouHT9TW+5/1Z5/xf9CVlmAa2ZaFICo5tMhmNMeWOyWiIbWhs1w+0bUsaZwgNDNNElk1Wy4jtLmQ6mWHaFkVVIejIaomiLjh//IThMGB/PLLd7jhujxxWR569es3s4hH/+T//M8swwtA9stbi54/3rMKcV18+JRgLPn74iKrptKJCkmSKMsfzXSbzKevNkabp6DqBaCU0NCRkdElBN3U0Q8d2bAbBkOHFgOM2pKhqVF1DMXXUWMEfDjjEMYqi4Ng2SZ4jGzr7w4EwPGB7NrosYTomg6DX2HeAZzmYukUaxWSmSZqleIOAwXyE3ZWkdcYxi7DdnhenVDLDYIihqGiySlPW+AMXXdNJkxhTUdntDtiWSVVXWJZFKwlkWULqJOq6Ic0S9EbFdmwMQ8fWTQq7wjBNbFXnn3/8GXM4pJEkJvMZv/n7f8E+jihFRyNaRpMRySFBkzV0VeXD9R3/1//b/4iqqKiGzKOXl5xNx2RJiiLLfPvtNzysNhR5RdfJjMZjfv7nD/z83SfOFlOaY0l+zHn19DWGprJZbgn3KTd3K1AlFpMJdB22bVPXNWle4Hom49mUKMnIixTbsCjzkrYt0TWZJIkwNZXR+YK27ajKjCAYUORzsuQHfvnlPbPpCM/36dqaQxjRdi2KqmDZNh+//wODqkBxVDTd5DQIKMuKTRiiGRpdlLDf7RkPYqq04u0f3/BocY7qWdSNRLgKkTQYPJozOp3x489vsD2PYDyiXNZYro+sWTRtxw8/fo9tO1w+eoZs6xgzi7/+1a+Iy5xtkTAMAjbbNbomI3UdvmfyxZPHBLbDzHPRJYkmb2ibjiLPEXVNmVeYlopne5hayGQ0wjL7EIFlLUFMmJ9OyaqE3W6NoagYqs5uvWE8HjMcBr3+QjcZj0dkVY2QJAaDgCCKuF0vcczesXT17gZJgm9//TWtaNA1jSxJ0AydrpXJyopdGGKY/ejOsGySvOJwOKCrGnmRo5kaRZ3z8f1H/I1LXpa0bYfnO7z++muKIicrc+qiRpFVTs5PiZOIIi9o6hpD15hMxpRZjm2ZqKZOXhc49oiySKmKgrYVxEmKIvXQAdMykCQoygq5A13V2e/37PY77M/nWF5mbA85siLTAnXdryUuTs6ompTdbsPjywm7/Qbf9ehEg+PYLNcrLNtGdC1pWnI8xnz48IkvXr7kfrXCcFxMy0VILZIkUeQpXduiaQqKIuO6FrZrkx4Sss2RXK65XsUc4xbbGlAkFYbn8PjsnG185NWr59x+eiCMckzbpW0aNN1AMzXyogceCyFT1yVJfOT9u4z/9u/+mpMvnuB5HnG0RzcMdof/CogT2/UW3/EpywpVht1mTWvpOLrMQ7RHkVo8b0YSJVi+hWTJNHXLh4+fuLl+4Pr6llevv2BxsmC1XWG4DrKlga5yt1xyffURXdUZWSP++l/8A3oQ8Idf3vD7774jTA44psOJuaBrZVb7Iy9knZ/efuT9u088e3KGJIvPIYOm/wJXdebnZ9zdLynbBksx2R93nC3OsQwNR7fI2pKyLtAVlf12x2wwpung7cdrOlVCNjTyNKek4ePdNRenZ7iB348g8gxZlinynFZXMboKV3cxDZ2uA99yGA6G3N7fYVkm+yIiS3c4xpjReMrCsri7uWa72yKF4Jo20+GEKiuo8oKq60jCI4gOyzSQGtEXlQV0XUsjOgzH6MulbcMxKZnNhkitjCwEbV3TAEIIDE1DUXUcux+RzhYz9seERmqpRU8c0FUV23Z498M7hAQvv3mJP75gdjLEMCyurn5ElTV0VWN8esp6uyaNI6oyR5JlmrpmOBzz7V99C5mJZ5u4us2//3f/iXD1O84vzhGywOg6hCpzejFDCNA0Hdt2iJOUTgbT6b/M/YFHEnXMxlO6rKZMU9qupq5LhoHDaBwwHvUptiQqEELCMl1Wmx3j0QBdUyjyHM3QMDHRDINNeABF4+e37/jq11/i2Q5llCK0lr3YEUwHVGWBblqkeYZnexi6zmqzZjSbEzyf4M2GnFyesnh6QtkVWI7N9GSMblkcwh2L8xOKPANZ7n1frotEg+0ZhEVCYdSsDgeaDkaaj+xINE2OJsuItsXXTMa6gVY2lEWJ7w9oVYFlmDRtT9s47ELKomY8GJKGB6aPBhSmgXNxiu1YHJIYdzjqXz37Db/sj/iOS1FUuK5DkqQMRhN008J1XeKi5NPtB1arFbbTKx02ux2G7VAhk5cNUlXRygVlU6OoOpKqkcQJql5xTErquiY8REiygmGZCDpkQ8YfBbx48Zzrq2ukTuAHQxzX4RDu+PHHH5AVhclsSlnWlHWKM/Twxj5aaoAERdGnPnVNYzab4LsOaZFhWBamecHd9SeSsuAYRRi6xng4wLacviy+22PbJsHAo20bdF2jkwRxloDUk9y7qocFGLrGeDwhK0seHh748uVjJEmlbkpkSSI8HHAcjyiMaKoOwzKI4pTVasXxmPLhwx1CkpCUhrpN0XWFqq5YrjaMhmPauiNLc0zTQEgdsqqy2R35/g+/4/sPWx4/e0YtoCwqZhdnjGZDhuGOKM77cEfV4FgayApNK6jTqkfKmX36s6pKThZzTkYO2/WK6Ljh6y9foqoGruNyf/vwZ53zf9GX1MC3uVvv0TUdSWgo8udWdF0yHA7xXIPB0O1b0pLKbnUgKwUSCtP5gv2+l8eZtoXjehyLBKEpHB/2tHWDrjv4rs8XT7+i7jq+/9OfePfxI65jYT97QhzGDGYTHlb3xGXJ92/e08oy63XIy9evKOqGLC+gE+zDiKppkRRQNNgdQmbDAXfv7vj45prxyOaJ9wRFVxEtuI7DYbMjQum/MAcBcZqgz0cops5sNOXh9parhxtOFiekZUYYH3E0A0M3qNuK9WGPNtLQZQ0FCdF1ZHlB2wlqOoanCxodVNfkYfWAYRo4joWmLWiKClPR0SWVsm6ROoGMRNH0OnS5Eygd2LaDUGSGvo0/GpDWKZqpY1gGcRiy3mwZewFlU6PJCo0A3TARQF6VFHnJT5/e8a/+h/8eazYm6RoyqUOt254GvtyRpwXB2MOwVb747VOef3lOmdWYRs3xcOT5k0tsU2c0CJA0jbptEJJKktRIskIjOgbjIW//+D2PTx5xdnrOj7/7I20riJKY84szJLkjive8VF4yefWCrmspqhJUgT3wOO6OGKpKFicUptOnLxUoixzfdxgOfFRVIctywvBIltQUWcN4PCGvM56/eNEfFk1L00nkdU2alxR1y24foek2ruXy9sPPfP8f/8DLFy/46r/5lpPJgoEV0NUaopN6C6tpUWUlTdOSJBHLzZK4iSi1mg9XHxmNRkznY7I8QjcUvGBIWZgYhoXjeXSd6NluU59OEvx0dcXd3Rrb8kiOCZ7nUGQH9E5mMnWp44Iw75C7liJPaCqoywbN0JjO5yiKThFnzIZjwjhGES1FnODoBo2scHl6irXbsz7syMsSJwjwPAtRtcRRznq1Y7E4JY4yVqsted3iuAMm0znrKKbMcjohMTmdYxoW45Mpn+5W5Lstz58/ompbyiqnqiqKqmB3THBth/FwjKzltG0LXUdT13ieQyllNNT86jffsFtu8XwPIUnYjs1mt6XIS26urimqislsjGtr1JKgk6DtOjRFxlQV2qamqWqm4xHyvu0By4GPEHBM+rCCJit0dUtaJ+i6hmc72LZJXddkeU5d1biuyzE6UDYNZVExHg/RdI22FRwOR969+wXXtSirfsd5Mh9xkI7omkrd9HzHTmnoGnjy5CXhIeWwfyDcf+SL168wTZfR2OPsfEEU71EUCdt2uL9dUZQFjx9dcIhCwignTCtuNxGf7pacPX5B00LV1iRJzGDsUWQpN7cP1K2ErBg0okOROwxLB1kmThParmMQeAwCB9qa8WjAKHAxDYUkSXEdk912h+c5f9Y5/xd9SX3x6gXDScpuu8fSdSQ6VGp0Q+P88pymzgAZIUuURUPbStRVQxAMGOkmtudRdR1vP15xv1n3y+u26W2+qsHZ/IzA8/lw86kvsY6GPDk7Z2u6tFWDJq9o5JrBOGAw8pnMZ3y8XXIsW/7x+zfMJj5PT89YLBZ0QvDx+gOj0YDXX3/Jbhfyyy9XjKcDbpdLHPcp+bEgVws+PlyzX2/RJAlHNsjTguF0wZdPXd7+6ReaqiVLc9zJiErTaGT6ourJDMqGoR9QU3OMQ1RNhVogCZk4SVmut3RCMJxMcc/GlGpDUZUoskKV55i6xnQ0oi0aqFpMVUUTIMkSiipB19GWBU1ZU0dFz7ijA1lluVwxWYxQdR1RV3iOS910pGnGIPD6EZ3WQypBomwrahok06DSJZAljllE09YkcYoua4yDIcEXDpIhk6dHXj47xXdNYqlkOPNwSp2T+YI4O2CbBttDSNM0aIaBbWus1ms+XV2RpX1k/ubqA0+evqT96gWuHxBGIXESYxsWWV5yc33DarPk6dPHvQhT0XFsi6tfPhJu15yMp9RFSdsIHMckS0tE0VJVLauHLZoqU5UtRVEhhIYXOAwNl+FkABSsNnsapD7I0nTEccr79zf8d//qv+Xh4y2bjw+olUJ5LFm+vaXMS7zhENOwydKcOE7JywJZkcmqkoHn8PLlC3758J4f//gTV5/u0PVPJHHMX/3dr7AcE9vqET1V3TCdzKjrBlO3eHw5oGs+4ig+3mCIJmk8fLjl+uE9zx5dMNJdHpYH5EZAXSPqGlWROGyOOLaFoeuURY6qGjQVrOIlumFydrLg/mHJ/f2Sk8UpZVmhaypDz6csa9IiIz3mKDL4pk1T1Qz9AH84pG5q9uERT1FY7raEYUwpWiRFYzgdIiSJ60+fiPZHTmYzamTiNCfLMpAlDNOiLWvqtuNhtSJJcpq6wlA0np6fkycxUZ7hOw6KAvOzKcdDiCwrOI5N0wyQpBYhahzPwBt4vPzyC8I04z/8x9+xj2MGToCqaXRdR11UlGWJadvswyPr1ZIoimjbjsvTSwxVBtFRlgWmaWFYPa8urSriOKHrJIrywGQyIs0zyvLAMYqYjEY4nknXNggZJtMxnQDb8VBknbJsUFWNPO9XCYqkUTeCMi958vgpZVGzXu+JDgnzkyme62HbNkkSUhQFykhmOAx4927Nbhciqybv3r8jrRUeffE175cF4TEhiXtySxQXvH//AcXUub1b0TYKkqKCAsMgQLQ1RVVhWTplXmAaA3799Vd8/93vkelQZBnXdVk93KAwYDTwULXhn3XO/0VfUpZpkMR3xHFIZ9rYtknVNuiGgeu7NGVvg4zznP3+gG5Y6LrVF3SLivvVmijLaOg4xkcuLk6JwgOeGzDwBiRhgmc5yIqMqgk0XWIf5xyTnsLw8ssnTOcBi/kpvhuw3G5YbXecn59iOkYv3MvLHmqpqTiOS1FV7HY7drsDbVuTFDGj8Zh9EVL8UjCZ+8gmTE8XKG1fKlYkhd0vb3Fsh/X1HXJZMzPOkGwNxdKpRUdbVdB1qJLMaDjEG7jswj22opPskp4O3ki96PDhgc5SuPANdN9gMhyiGSrr1ZL9bkeV5DiqiVxD1bXUdYmh6xi6Q5ZnPUvMsEnkGhDUosWwbYRSEsURjm+jKRpIMl3bf4EmWcZoNCbOsl5zHXjURYtq919j13cPSJ1AaiXkVsKQZGaTCWWWszse6CrwLAtbd0A0WKaJ4eo0bYEiy5RVhaqqOJ5Hm5fYlkd6bFnfXNMULbPRCPNkwQfpF1IyZo9ndEhomGg0KI6FqBU6ZMqqIUpivMBHVWVMSUUR4Noetmkjmg7PG3B5fsJmvSJL43500Xacn58iCY22bpEUGVVVGAw9VEMliiuKpqVFpW4EiioRJil1I3j3wxv2d/c8Pjnn/DcXHOKI9396S/7P33P5+gskzwQBTV5TdyAhyNOUipaZbbKLU2RVYzKcst3uWN2tSI4x9+t7RpMJumbSNf02/xAeOe4jFtMZs+mU0cxjtVxzPBy5mA8QgcNwMuR2eeD3//GPpPsIQzPwbIO/+e03DIIesDyfTRBdhybLSCpIQme32faXoGHguk5f3BUyTdWgyirjYMBhvWV+MuXps0dUZYl/jHi4vwNJQrcd3r77QPjDD9wsVz0xHoWiSplMxtiuzXw6xdB0JF1lG8bcXN9QlS3nj86wfZ8uSaAVtE2HH7hoQsJ3XHzXYRL4vHzyjO1qw261xnZsqrICIVM3HTIdrm2ymM/49W+/IisSsrJk4Oi8evGIt+9vyaIEQ9dxvF61st8fUE2Z2XQCgOt4NAJWyyWmbiCAgediWRaia8mLAtG1GEa/jy7LAt+1GA0C5tMJH9+/w3UMRsMAXdNQNQlNUxB0SFL/c3ZdQ1mWNHXFxcUFlmUTRTFJWjOZjnlWP+Xs/Jz9bouuKQyDgOMhoqpqsrykLGtsx+Hs4gmbzQFFdShLif/wn36HpDqgaay2O24+3aJfPxAMHPI85OmL5+i6AYZBVfYFZwnIi5QOEG3LaOByMhkzGQY8e3zOcDBgvX5AtDmaDOrnWkxZlX/WOf8XfUldv7/CsXROv36F6zk0ec0P33/Pervtdd66wWG9QpJVGiEhqpZdtGHgjynLiryoyOoG1dSxPY+L83P+/re/QXQy//RffsfD3YrA9/l0/QmhdDS7FllXOb+c0FUV44mL0nXUecyhzMjjlMkwoOl2WIaKoklsNjuG3pC6arHMfrZu6AaJnrNerTifz/nt33yL5ZncXd0ShzHTxQR34HBIjly8fITv+RwOIbvDkZMvTnFVB81WsAKb47HB1DTyJEWWVTzVxrZtTj5rpo+bHbZt0SgdpmlRlg1pnNLWCj//4QckS2bx+ILx5RzP9ziuKpqypqkl6iRHVWRm0zmGaXKM91Rpymw6pYhzTKOXPlqSjCxDKWraribPMhTTxnf7ncP64Q7RNaAqdJ3ExHHpOjBsk6dPHnH7sOLu5w9IsoIs6fi2y8gJSLOUzXpFGsfkTc6zr39LVeXEhwjD0hj6HhezBVmWUJQ12/WGi/NLBp5NFOZsH0KyY4mn2rz7/ke+/bvf8vSvvmSz3xCYJiBjeSZpnJEXFXVr4rgm87MpVZ5hOxaq0ussNCERBCN0xej3BYZOmvYYqMALeAgTFEVBkjRMw2Y0DoiSHFlT0EyVui1I8hJ0ne1qx2F5ZHI2o1UkLM1ELjrG1pA8z5k/uUAXDRMhs71fEm1CTmfPkSSZMN2QFjmG6YAMGDqdJmG4NqJVcG0bkBiNXAzTQkbh3dsPKKoGjaCq+///RVbxX/79P4LS8Nu//4Znzx4zHQWkXkQRF7z/sGZ924dKRu4Yy9D48uUjnj9+xHTsMTuZUFYFx3CP7w3Jipr7uxWj8ZA0zSiKmpPZHEVVUFUZ23YIw5Ai6QG5jq4T7w4c4wPz+RxZlpAliXfv34IiIRs6s/MzVEWjbhqaskKWZWRJIhh5GLbJdrOjLGuG/oToGKMIBUnIOLaL0kEiUnRZ5bjeIsqanSqjSxKmYWPpJqWi41guklBJ05SuqRgGHvP5mNHAgLbibDFlvdkTZSWOquCaGlWao+kaw8GYqmho6hrfGdDUHVG0wzIdzk9Pub2+4xhGhFHCVtdQgdnEZzzyGQqvP9zzlPCwIz5u+erLrwCI92tkWo77NZeXF4xGHnEUkcZHHtqSs8UZstThuRa+56FrWv9a1DWEkEHUZFlEkuY0XUlR5Lx79xbLtZAVCSSZ7XbP/d0KWVYQksJy+cDd3Y40L1nt1wjJRFcMZN2kbgTXtyv8QCevGwzLpq5bZEnQ1g3HOObZ43OEJJAVBUVInC6mVEWCqkgYusL52Qm3V+95/foFhi5hmSpVlf1Z5/xf9CU1G884vbjgmCR8/8c/cQyPuJ5DLQQ/v3tHnaX4nsvJ+Tm/fLhjH0aEx5iLS4FjelRVzX6zxfUNzs/mfPHsEsvU2Cx3OI6Foqv88v5Dn9xxTRAdA9/l+fMnPFzfk+5TTM/GsXTKMmM+G6OoEl2bI5kGiqpiBxqKLtNVDcu7GwLPxRwO+OLpJXVREEcxu9UDr8fP+Rd/8y1F3XJ3c0/4act0MqTYZKitwsKwsac6ruew3xxIRcHAHzE2B6j0qJwmrfACByG37LYbmiKnqxo0X6eqctarDZIk8frVKw7xkdvdPePRhMvTMw55ShxGqIqKhkK4PbBfrTB1HYX+RaCogrPZjMViRuHnHLYhVd1hajoCgec47I/7PkJtmSDJZEXO4vyUMDyQZBmO7VKVFZoiM/IHZFXJaDxALhryzwDWPC2YTadoisR8MkKajsjKHFWV2W0PzM59gsAlzVKGnk9Tdximi90KNNVmu9nzcLMmPlRMRiM221uaqiJKYlpVQjcVGr3hsD5wPjsnjRJ0IaFLCtvNjjSNGQ5dLPMEtZNBlEh1w2a/xrEdnjx61Cu3ZZnRYEhZFpycnGAYOqZh4jg2RZGiqBInswW1yEiyhKTIsPwhy/s17355z29GJh+urqiLBqG10HSkXUlelQSBR1a1hFnKibagrmsOux1Df0jdNhiqhABkBZqqwpBVJEVBMVXm/pzl5hPfffcdpmWTpwWy3FIXBQLwPA/RpQzHY8oixzWHSLLN7hByPETc/7IkT2qyKENCYjD2+du//RWvnpwhqpSuKciilMF4gGOZRHGGaVo8f/6MJMtQdQ0OvRG56VrKvOjDGqLDd2wW40E//vFsDrs1mtK/QsIopqoKdMPAkQzaskTVDLYP9+iy0sOkLZ3tbkt4iCjzhiJK8V2Pqqh4+PRAXeV9ina9g1awS3IOyzVnp3PMsxOGroeuGAyDEZpk8rDcYFo6ktSTY3zfRVMVdE0nOkSosoStWyiySWilzAYBh80BTVV6SaptcTwUbNZbJrMxVdmwWl7jeR7jYIjkyVTpFXXdEPgDdE3FUFRcz8b3bKLjjueP+oswi7Z4fsBiPiJPM1rRsdutEZKEqamYpsr5+RmqrCBLMmkSM/BPUBQZSRZIraDKMib+jMvLU6I4RYiO77//A5eXlyDLGLbBzac7hsMJb97dcHl2wWDk8OLFC6bTc7zhhE41+B//p39DHOYYtkmRlQTBkLPLKYqmUXyGcRuKQtO2QMvZ2QlZlmAYJnF4QBIN799dsV1v8OxvODudo/CIh7s7Xr9+jmWalGXxZ53zf9GXVNf16ZTdZk+V11imS13XyKbD1d0NA8vG8wOqRmBYDs0+ZbvPSLNrLs8XqJLgqxdP+eKLJwwnAW2Z08othiZR1QmWYxKnCZZt4Lg2F+cn1G3F8u6eNEkpi4zZ2OP8ZIZt62RFjWurPH16zvVyxf7YU9AVSUFWBI8uT5hPhshdy/mTUwYDj//3//y/8ObNO2RJ5sWLJxiWwfnZhMvzKW0nuLmNOO72PH50iqfYBKbNxHLZHg5Euz2apaGbNrKuoAgV13OROqirmtl0hqvbnJ5c8PHDJ9798oEXr17hNC11VzPpxmiKQXJMMH0Dy7SQWwh0CxGVeLbNfr/nx++/5/z8lG++esnJYoboGhQ6TEPBMDSErNLKEnVTUTcurabSIRGnUV9KnASUu5quEExGYyzLwNYMksOeVlU5uzjn03c/UAkosxLHcUAS/ahGljANk6Iq+On9TyiWQFWfMQnGaFTInYyl2dzevWEXHlnehjhWwMPVBkf1qYoM6o7LR5dohsxqdcejZ4/wpj7GwKPNBYZpUpc5tAKlFTR5iTEdYhkGmtBwxzr7hxW2aXB5fsZ8MqapSvI0pdM1LMPAUBSKokRTZRzbJM9jBB1Fk2O5/VK5QrC7f+D33/2B4WzIKtygqjpVmeNcnuHYOnGekpU5wSAgocZZjGlVOB4OiE6gWzaKoYMqPtPdC25vD+R5heO4ZJ/ZhIZhoyomZxePaJFJ84JnT5/2CJ44wdAjuq7Dti3e/nLFx09L6rxErxUePi5pmxYJib/+h7/B0AV5m/Bx+RHykovZDKMpCI8hsgzL9Zo0qzhbnPfKCt1Am2jUVUcYhiyXS05OTznstqiKzNPHj8jzlNvbW0y9f81opoGkKvzVYMwvn675px++R3Uc9vkWFQnLNECSe9HneEoa5XSSQHc8JAGGqiGahjqtiQ8J79+85cWzF1iqQaaZOJZHmmZYisE+DdlvQ+q2o+1aHpZLoiRC01UOuw2Docvrl0/58tVz2rqvFMR5X4S/mM+xdJv3V3fcXH9CUXsJogTURUXgB/2oV/Q/a1M2PH/6mLvlA0ISKKqCbhns91u62uHifIbpKFyeTyiLhsMxRpM6SqlDVmSKosR1PYZjD02Gtm3RdZnpaEQWR8iKhKrKlFWOoqjYpo7v28hyh6LLKJKCoemcnV7y8eYa9aizXkY8rBMk3SMsKuyq4ex00O+7TJ1j1tB1HYqmYLsmrm+TZQmaqWFaJqqhYagaiiRz/7Chazu2mw2arnJ/d4tvOwjRMp5MKMuSumm4f7jnm69fE+4HWLZFVVXw55k6/rIvqV2055Cl3N0/oAqFpioYzUecP7rg+rqlbWSKRvDDT+9YbvbUAlTdYrnZYToKf/3t1zx7+gjH1lhu7qhpMQ0PRWm4vDzB8XJublcMhz66qdPWNeNhQFVVdHqN0Cp2qx0fdZXXr57SFTmmBqPxgKau2G13ZAnorofr2biWxsl0RHoMKZIDnqXzd//ir7m9W1MWGdefbpmfTFHknjocDDxePLlAAK5jcoxjPFUn35fIYUkwGSE6CaVpmAxMZNlll+wpkoyh5xNHOa7ncnO4YbDw+Pa3X/PixVf8/rs/MA6GGLrJ1fKGxAlZ+GfoQu3ZZ0ImjSMUte9hzSZjzhZTxoGH3NV9x0IWuK5JkRdIqkSU5Vi2Q+s1OOMJXddiyTJJkrJar3EcB9swQLR4pkXb9C+DVpUw7AEqEMUxTVdR1zJJUvL48QzP8Wi7DqPScFcu6aHkxz/8wsXFObKi8OHmhs0+5OZhxcAfER9KykPMp+9vGXtDLMtEU1VmswmNBZePznn85AzDtdnWW/7tv/l3BLrHbDChzEteLp5y93DTJ7gME0s1yZuYQRAgKyq2odLWOaokoagyQeDgGAZlWSEhEF1DliWgSOiGiWIo2K5DRccm2vLLz9cMFmOcgctoOmW/KxktRtizAW1XkeUl8bEiq0o6BJdPn6IHNqIT5HGG3AqmwwHeKEDI/c5TRgPRv2ZkWUZqwVJNqrRCqsDWLKJDxLs373A8jzTJmM/mTKdjVEUjPcY8LDc8Pb/AEDr37+5QFY1HTx8TpiHlLsFyH1MeSuS6YjQco1cVbQdN2xKGCW0HxzjC932iOIVOQtf7zp9l9VifukiJwj2KLKHIvZlYVR2az72oLM25W+8IdyFtWmFoFkon9dZbVSHcR0zHU5JDAg39QVf1UWcEiLphuy6o24bxcIwi9WGcrulQZIXwkHLcRTRNg26YeJ5HFCfkdQGGgmYYjP0x+92W5WrD0ycX9Ex9BduyiOOMMIwxFJWT6bS/miQIvAFxGGGbdk/eqCrmkxmz0Yhf3r6n61oePTrjeNyz2xecTEdMhgPW6w2upTBWfLq2AKH0QGZLRXQ6ktz/TIoiQ9eQpCUqMBktGA9HdHXv0jMNve8+dU3P+lwt2e226JbJeDxnMh1z/3DP27dXbLZHLNdFM3SGswCpbWnbmrqpSJIYRWp5/8sbVssNi9NTFqcziqJkOPKwbZ2WFscxsQ2TuqyRFYGqKvzy7h1lmfdl4eEpZV1TNw2T+ZwoTZiPRzRNx9n5GdHxwHq9RdX/vOvnL/qSunh0wt3DitEsID4kpGHE3z3/a/yRx/2DTlEUXN8vCQYjDnFCnGRousL/4f/43/H6i8c0RcybN39kMR1i2zqKrqHLMrrj4nkFV1f3GLpClsaY1oQ4OlJlCX7gY1s6NBbRLmJ1v2XgeXRNjeGYlFFMfjxiawpZmfPh/ZInF6c8Pn+NrisIW0fX1V5Zb0nMpgGCIXF0JD7GeJ5F28i0dYmpq+RFhq45XF6cEUYpWd5we7dms9oymc9IooyyLnEsDddQuTybIyn0gjMKOq0j7hpOTycoNMyGHpau4BY2XV3hOD6HDw+0ZYpiGhyqCMMwmE1G6JqKjoRpKNR1gW256LqGoKMRfXDCdWyOSUqc9ky804FP1TaYioIbJ1i+g2sZRPs9bV2RpzFJmqHqEnnV8Iff/zPLhyWPnjzlnhXj0YjJKGBxOkNC7uWREtDCp7fXvP71M9KswPBVwjTjw/0DnuVjKS6KKvjHf/ePXP/pI/Us5dm3Lymbkg+fPjA6G3H+7IwiS7i5uqbcZKhZS5EeMaYLJASWoTFwPfTP5WWhaKi6ynA8JD1GtEVOrUpYrgdCUGYZlibTdU1PKhBQlCUoAs1UMCyDSgiOeYpQVNBkHr94TJRFtF2HZZuYgUVjSuRpybFKuXz8GEM3ufl4A4XG87MZf/znPxBvQwLPZ7wYE5gOeVMRFxlSB57pEO37AzjXjuz3uz6OfbtFKH3HK00TlvdLtvsQ6RuZxWLGfrOlrhqmoxH3tyvuP1zj2gHBdMTtdollagwnY1pJpaj61+bbuyXm3Zph4GIaBi0yjeg4pgm1gDwtOB6P2LrOdDqhznOiw47TxYzR0GUw8Djst/3uSNEospo6K0mLgihJ6QQM/BGKrlN3DZLWU+XvPt2zudogWonBaIiou75rpKkMJiPytKAsCnRVxzFNsiKjymvyqmC53iDJHWWaIasKi5MZUZaQ1xVp3YIKX5xMeP7qOWezv2N1f8dqu0KWBK7roWs2cZyQZTlpXuINRowGQ45RzMP9PckhYXW35De/+RXDx49I0gRZtMiipikzPCcgGA4pq4KyqJEAXVOo6wbRCUajIV0raDsZ13fZbkKquqVpW7quoWtaxkMf37VA1Dw8XKPIEkWZImQPWZHJ8wLHdtkfQxRZZTKckEYRiiRh6AYSGmnR4Ax6XbzcgW1q+L6DovXF8ijd07bgui6qqtEhkOSOIsu5vJhT1hVVVREmexzHZTIZYuoGZ6cn5HmCbZoEgY/rOtzf3+F6Prqmcbe8R1Y6vnr5ElPTcVyPLEv/rHP+L/qSMnSFv/7NNxyimPvbJdvVmu12S1omfPXFV3RNy5/+9CM397fEaQKqxq++/Zrnz87J85Bot6Vpc6rGxERB6WTqsqTrZDRZ4/nTJ3QofLz6QJn17fpgMWbou4SHI0kSUTcFUVpzd7dElcAf+NRlxXjoc355xu39mqWqokoStC2gYlg2vhdwv1yhSIIk2SNL/bhtMAzwbIMii+iaBt2xMPSArmsosozj8UhRV0iqytnpGUKSUXWdYr9js8+I6A+s+SQgTo7oukEnaRyPMXtLUOUZhRoijJbZcMzjZ49YrZY0Wc7Ys1huV+iWwWhxgm9Z/a6rLGmbGtMwUDWFoixpRIPrOmhaPwIY+C6H6EgaRYSbDScvnmJoCkWeYBgGVZJgqDq6rJLlBZ0kQFOxfJ/24QHJ0kCXUHSF0WyI6GpkSRBGIY7tEEdHaDtM1WAymiJQSLOKTtU4e/QYqZbYvV1TH1qy+5619uqbLwhORiy3GyxDMJ2NKauMuqo43G4YSC6PxycYpslkMODd+48c93vG4wGubpMfU1Qk2qxCk2Q8x0RXVAaOQ9PW5HmKpgRIn8vMkixT1b35tagqTNmhrNteIS4LojhhNp2iGjoTd0xbtixO51RthaJLbG5WnJyf8uLLl9zfLzlWKYf7BMfuKw9t2dKoNfvVnvVmh67rdJ1E1/X7CKVo2C7XmIaO7zkYaCSriM1hx6PnT3j65RNkXePd1UeSOGbw6gvqoqatDlRlRZ7nTE9OaQQ87NYsThcI0VIhqBVQbQvPsskOR8LjgXfXV8ynUyzLoqkbhoMhUZL38Neq5CFLMU2dUTCgayqqChAdYXigbVskWaIoCqpWImsr9mHKZhvy7vqGLK8YjALsoUNR1yi6zmQ+RSkkbj7eYhommtYjzr5+/ZJDEvKw2ZCvcyRVIi1SppMJ+ILA9zB1gyiNQZaRJZn1MepL2o6NQkvb1DzslrifOop8x8l0gkrfSxsMhoSHY88WNF0WixNWmw279R5NN3hy+Qj1kcJuveSwueNf/svfIskCXZHxPdAMndl8StM0XN/eEe4T6qpkMhqiyiq6pqNrOkIX5HmBZWm4rkledpR5zf4QMww8hiOb8cjrPxDLCs2wePfuLVmRIQR0tcxPf/rAp+trgoHPcDCmzEoMrQ8JHeOExdkFSZajan2RuC1KDE2lbWq8wCMrWu4e1iArmLZJkiTkWS8nbJoGWepJMiAjhMA2TDrRYuoKz5684hgfOO4PdLRomopo+483Q51i6FoP8w48xsMhpq79Wef8X/QltVnekoQHXn71GkMVVMVLrM9o/qKoKYqC8XhEnGacn5+w3ob8+NPPfPrwhvPTCY8uz1mceFiWiud5FHlJnpXs9imWOWC/uUfRNB5fXhIEI96+ecdhH/HsyWPGT0bYpkmeFxi6yvXHKzzHYXG2IIr2KLpAH/iMPAf1dE4axezXG5rAIxj4JEXBw8MKSVKYjicc9imH7ZGqqPCfXWAZvcpClWVAkGUlti2hqQoSAm/gsNpvcV2PwXCI2G9pmorpbEIUp3iWgdTJ6LJM3rRIkuB43HN7vGI6HnN2MSbJIBcp9sghe5tiDgJcx6UWDfkxJtnuCDwPyzCg6yjKAtPSadqGLK/YHyK6RjAaS5i2TbXryeFhuEfbuvgDDzfwEGVDIyS6rieDS13LYDhglewRhsS3f/drnmev8W2P6w9XjEdD2rYkb3OKJsfEwPNMLh6fUpQ5o8GQD7985Or6A09ePmcynVAmBR9vdxyv9wSGydPXrxk9ndDK4LYuSi6YTEccswPhPkGqGu4+vWegD7hfLgnDCFDwbQ9NKOiSQp2VlELCUlQ0TUY1HTzPpSxLJASDIMDQdbKiL5saik5BhqpptG1NGCUMxgOyouHj3Qe2+x2vXn2JoiiUecY/ff8HbNNFkiV0VeL0bMF0OiUtM1paLp9csl6uEbSYpokyUOnKit3ygG7qGL6K1HS4to2uqwgFZi+H5EXObr9HllUs1cLW7M/w3g2yrmFb/T9fVWXPWKSjbGu2hwNFXiCrKk+ePEVWQdNUZos5UivoqgoJBcOxMUwTxbZQbYuyaRGSzGq3QzQC0XXMxmMePzoDOu4frplPp2h5bwUwDQPXd6irhv1+yWq7R3UcDknGdh9iuz5xsaNCoAqBJCskeYY3CdBqiQ8f37OPDrimxdmzZzi2QV7KTKd9X9GQVW6ub7EHHoHj4jsOTVkTxTHX9w/kZQ9ULqsKaLFUjUYIxoHPxdkJXz57Ap2gSBJUWSOOI4SAR5cXJGlOS8FiMUbTVJbLNVVWozkWr149ZhSY6GpDMHAYDgOGQ71XwrQx0/EIRZ7yYIKhSmRZgjnwaaq675JZWs/hEw1VXZNEBcFgzO3NA0W6YnH6lGBgk6QFVVmjaNpnY3jKfhcR7VNWD1vqtubR05dcX6+wLJvlak8wW/D4xXOySnC3/pmyaBgPA5bLG158cUm436PoJZtDwv1qTVYWHNMY2zIwLRtdU3vgdRTRNi2ypKAoCm3bsFmvyZMIWZUZDXzu0pQwPDLyB4TJgd2m4tHFCZZuAoJWdLSiRTX/K7ikDocdrdsQhQd0TebL18+5v18zn81pZVit17Rtw/liTi06JNFSFhWTsY/rukhyx2gyRJZayipDkkFSII4T9rucJDzSCgnHdtHNPmb9pzcfubu9569+9YrzyxNevHzEwB8gi5ZjGPUGUGWILMtkUUaR5hiKhjWe9BbYqub+bomq6WiaTtt02JaJPJbJsoQ0OXI8ejR1huc6dE2HJAs0VaMTAtc2KVs4JAmNqPnDn/5AkuY8f/YUQ1eZDQNmowF5En8mSit9si1KSKKYwBsgGkjjFNt1KGsVdJVnXzzjEB6wNZ/7m5vPZVwbDYW6yBFyiywHdKKjaVuyPCcKI7KiIslqqk7QKhJJUXA2HvJ0cYakKmRJiqoI9jcrwt0eS1Eooojf/MPfQAv3y3vOX7zAC3w0WaOoMvZhjT/wUCyD08EJRZKThAmKITidzKnzire//MJ+syfAo3wIiaMMo1PwLJvX//JXCM9ACQzyNGW2GHN7G7PZLpnOJ8iywtn4FO2LFikWXH285d27WyaDKcpn2eJsOgZqZARlmVGIiouzU1RNIUlqBn6/o2rqmihKqcuK2WKBomikVUEpdeRxhDsMyMuc5XbD06dPmC/mZGlGcog5rDaURs6vf/0lqqXx5PklhygkymLqtmI0HTAeDoi3EU3XIWkyZSHhWD62rmM0Ck3dkm4OKK7HcDLm/OKcq9tPdJIgqSuSKGFxscAaOCRpSrpL8QcBuuaSpgm6oVMUJW3d4g99JEXi9HSBbavUdcUxSlFVlSYv2a7WDHyfwWCApmnYvkeaF9iq3o+MBLz9+Q2O5aAqGl++foUiwWG3wXEsVEXtYdCiQZFlkqrA911U3eDjckmcZeRNg6QZdDJIugqaQgc0eUWUl/hBwPOvv6CIcjRFxrYNurajqRscw2K53VF2IERHGkd4uk5TKn1nynV49vQxP334gKgrhqaFbRnohoFoWxxdRmoE+80W07BQJJkiLziGCW0nCKMIZJjNp0zGcybjAM/WEEj968cyoGupioIyk9k3DUIW6JrKavmAbRssToYMpz55VhKuQ8qyQnSQpjlFWYDcoRs2/mDEu3c/UlYSnjfixx+/4+RswGw6oyo7NtsQ0wywnTEInbos+Xh1xfnJZc/Qq2T++MN3nJ6d8/btNcNjzsnFY1b7JdswJE83qIqMZ9ZEcc5mu2Z3TMiFw3K7x/I9UBRqIfpwT9OHOvK8oGs7fNdFliU8N2A8HHA8Hlk9rGmqirJqGA0H6LKKIht4dsBwMODi4ow0PpKkMb7qIqQ/LznxF31JdS2oqsLdzRWqrvP69VdISHy6eUBWdLqm5Xg4IglBJxq+/foZw+GI3W6LEC3v338gPOx5/fIZed6QFwVZXlIUBY8fvUDTVGRF43A8EMY7ZFVmPp+yXq25+vjAdDLBt23yPGZxvkDSZAzL4HA40NGh6yVZknKMIubzGdPpnLquiKI9lu1QlRVCCJq24quvnxMMLLK0wjRMZGyKssQwNbpWIAmJpupVAcdjjmPoTKZTkOD29oHT01MC08B1DNIkIjlsOT1ZYNgGWVWjKgam2eFZNvPFnKqIoapQNY2i7fjy16/oqo7D4Yhr66zv75HqlnC/wx+6nJ4vCEY+ZVkSJxnr5Yb1bo/l+4x9j5tP17iOy3Z9QBEKJ/MdZV3w4f1b5FagtL0RtK5K9mXOh7s77PmQl09P8ScT4jTld7/7jtV2ycuXTzh/dEaSRoxHA46GTFTanBgzpu6Yf/7j92iqzmA84niMCLwFA8vDNFSOLozPxkSipGhKFLlFl2WePbnkh9/9HqktOHn6iDDNqFQZaBg+njPPa7Y3W7JE4ezlAtPWUVWd5eoeRC+pkxUZQzcZ+H2ytKkLjnFCXdcEro8kSeRVyfoYMj6bI2sqeVVxt1oSDIaYlkmWptBKLG8fmHpjDEmjTBKCyQLbs4iLGLNRWacxnmNzcXnBj8nPRFUGjYrlWqhli9IpaKgYpo5lCDzXRpEEaRqh6DInj04pJMGHt+9Y7ddMvN7sa0omqvJZJxIf2W8O1LVAdBLnl6eoskRT9x81eZH3MsDtjjLOKNKUGBAChoMB1nhMEedIioxo+7GWaZjQCQa+hyzJ1FWJZVvohoaiqpRFRV6VVHVNVdcEoyFT08GfTfndDz/xh59+olP1XtSo6RR53/+h7l8e++0eTVY4myygbfjw8R1d2yAJwfmjC6ok5xgdCYKAcTBENA1d03eZqqLDMCweT2Y0TUPbNdRFQVdVtHWDZCqUxZAwTJG6hCLL6VrBcDhksZgwWkypm5qB53A4bLAtl2++eUlVVIiuIc8yVssdsgJhHOJ7PprWe6TG81FPRfF1FidzNqsNuhgSRUdu7j7x9OljHNvmmIToJkTHIx+vrjGMLTIyqmpzDEvevb3BsV3uH/Z8/LRmPDxFlhokxWI+v+DR0+fc3N+x2kUsDwlpe08lG2QVrDcHJFUlzyuSsuGfvvseUUfc3D3w9bdfEmU5P338RFpWOKZDQ9eTavIcXVPJy5Km67tQQpZoRcd6vaYqS3TDJC1y1psNTx5foigqhqFzfnLOeBhwjA7cP9ziuxZJemQ48qia+s865/+iLylFVZjMp1RlDyhtm5Y4CcnyhGAw4vLylNVqSxLHPHtyxmI6QNM6Dl3CYnHKy2eX3N8tyfOa+9slZycXyLKFqjq4noObu5iWgenoHMIQXbc4XZyxXm54++Mv/NM//o7Z1MdwVEzHxAs8NFNFtXTu7pbUTc3zJ0/Ji4KH5erz32HiuBZe4HH4dOwpCbbHbr/DsEzKsmE4GFBUBW1VkCYJXdehan3pTiQZN9dX6I6Db2mcTgc8vjjh09U9rWPSZiamJtM2Da5rI8sy89mERlZI4oQsK0nSBF2VevaXJNPUFTefPrK83VC3DdPJGEO9IAqPDAKXyWKEbEioukIjQdW2bMIDpu8xOztH9T2GkxlVkiG3Mm9/+kB0SHofT5agI/Hk8WNmp6fEdU4salZ5QvJ2xVPtC4SusDvsCaOQ+emE3/ztr4mzGL1RemmhZ5CXKSPFIYtTTNvEDByqpmE+m6BJAqtU+F/+9f+H8fmC7W6LNx/z6cMViioYjgf4us3EDxgNAvIipqx72vTy+MBocMLs2ZTdZkcwGnB6uqDpGkzNZDKZMPC9Pmrf1LRVgyRJtF3Hfh+S5ylnp+d9D0jT+fDTD3xY3vP38yGiqtkeMmzbxtYUNustOw6YikmT1ViKSbw78LuHDzypX/F35yfkaYYmKVyen6FpBrvdljhNmZ4uKLKaJq+gESRRSKMY6KaBLMscjkf0QkEyFHTXRHMsduEGZ+bjyhVPXjzF81wMQyNNEgbDAY7vYhoWvjMgiWOiaEd4OJKnOaZhMp9OGA4GNFVNneRYuoXr9mDUIsspogRdVamrku7zfvGbr79B1A22ZbLZbvFdB8u0qNuKsq16r1Ld0LZNPyKua4RcIksdz59dstrvWIUZeScwTZPl/ZIEmc39ksHA54tHT6mzjLauGA0GpEVOVZYgBHVRcTGbo0kKhqlTFQWG7fTJvLZFlRUUuYcdaxKM/QG6rtJ1HcckRpYE0TFG1A1FnlMVFW3TEUYpQpZRDI3RcIwQHUmSUGQZ5uIEQ5GpWgh3B5IkQdM1ovRIVuZcnC/QTI2mKRh4PoqqosgyqqpSq31wRpIFmq71HjZdB0kADa9eP+XDuwfKrsV1fJarI4qsomgpLSpNB8ZncG1V7RhPhzi+ibpXOB4q/GDcizi7nPV2x8nZOZpuolsWosoZzU7JE5N//ONH3txtQJGIipaTy0skWaFrW4qqgq75bCpWUHQFSfSE96qqaOuSKsvxxzKObdNJMnf3S/I85fWTS6YDh9s07KsZronrOQS+hWGofPr07s865/+iL6nByGc8GSAjESUJRVEzGg0xTIcsr0i6/PNXYYTEKYFn0TYp86mHaYBjq5ydzcmzivn8hFaScFyfKFnxn/7LPzKeTJjOJ30fpbSwLAcJyLIIzVAo64okKzEcHU2TWJzO0FSVokxwHJMoakizjJPTM9IsIcsS8jLjxcunDIZD8qIizzJubh9QVIkvXrxAdBnL9ZrhcMDDcoXnWOi6im/6hFFKm+TohoVjWQwdi4F1SpTE1GOP1f0GZzJENR3GixldW6GoBrQljqUjm2Oyw4EWPhOxdXaHGN22UYTg669fs972LyBZ69l6/jDAcCzKtiAvSpKswHAcJqenoGgE0wlCqAy9AYY3xdU9mouausoZBT6jIEC0DVma8f7ntzysH0CS+Po3X3O43rPdrLEGLrZt8Td/9xv24Q5ZB0qBbqgoqoLv+5wEY5pjQWWpuI5HJRpOLk6RVZkmjLl685H0GHH27IK721tGbUm827O4OKFpGjbXNwwMA1UWPT2kzPD8Ac9ePSc75gzPJohfvyQ5xrz55Q1fyM/wvQsMy8QJHDRFpkoETVWhaDpS2yFoCVyvV75LPd5mHR+xPQdd12m7jqquef70aY92amoUSSU75viGy214IFon1BJYqstuteen3//MzB3y5NvXtFLDh/c3mLrF+ekl69We6083VErN4GSA0anoSl9A1jWDYDLA8G022ZFwv8QdDVAMnbJrKMqSJEsZDQMUVSYvS8qmoiwKfvj0RzRNYz6bYzseh/UWQ9XxnD4BpggJx3Np6prkeMCxHILP457pcIRj2RRZBkLQtQ2KKqEoCk3V0HYdt/cPhFHI6fkZZVHTNjWGbmDZNvvwQF6VPYdwOOKv/+pX/M///j/TphXL+wfiOMP3fPKixBMSjmlTVwLVkjEUFdP3SbIM0zBw7D61Zhtm/ztRV6iaQp4XZGkvBXRNC1tXKPMK3zHpupbVZoNiGgSBTxIfEXQYusHN1SckITEcBPz84xs0y0DXr/FcB9exUHWNtm4IwyPi87TGMHSELPHixUs60bI7rDAMFf//T96fxdi2pme54DP6fo7Zx4w+Vr/WbrJ1kmAM5siugoJChuImJV8YI2EEMshCAhnJprGwLBCyjH1hBDdlhE2JixJHXJTPAfvQGKfTzn7v3Gvv1UXfzH70fVMXYyslDtVkSsVFqsbNUsSac8YIzZj/9//f977P2zOBivn8DkVVPsYiyaRxF58RxREfIy2p8ozxpEddC9zdLtl6CS0tktKJrsI4pEVAUjofpyLL5GX3O5ZVd6o7P3tDWjQcnxzRNg1uz4GmYblY4HshWV7SPzpi/2APP6m52axxXAfddkiKzqwrS9LH6dICgiwTRDHQeb1kUaDKMlREVM2gbjpLgKbIGKbB0eE+s1EPRZYIQh/HHmCa3WxZE0WapmZvZ/odrfPf00Xq3skudZti2gOKqiAv6i4DKE6YL1ZUVQNtg2UYxFHE3c0t0x0XXVOxdBlDE5EEFVlR0HSN9dojDCpaBEbDMW6vTxgkZFlGVeQsvZCyKhEp+cQnnzAaulRtycrfIkp0GS+1yOHhHnXdUNcid7dzsjxFNzQOj3a5vLzA97fIkkTTtkiyyna7IE1yRv0peV6RpglVVRMnXaT03v4BAi1F1fLFL30FWZF56t7DkGXWqyU906C0LZbNvCOXywqWaSKJUic/VQSkrEHRdPK2RqXGUQ28IKIpWmRbxLZMhuM+gipzcXFKmuckYcTN1Q2DakjRFuRFiWJqOMMRn5jt8ebsgvPTc968OkepBAb9ATUtn/7MpzFVmZPZjGGvT9s2BH5AnhbMr65474NvYjcKA8umyguyLEG3DURFRDMVbhY3nedHaOmZBvF8w73RPot8zen1NbppIBkKbduFqoVeQLj2mExG3H94n+t4jdzCdrFE0xQmwz7B5TW9gynTgU0iliyLDElo0DWRpMx48cELps4Ojx4fsfbWhFnM733lS7gDh7TdRwaGuoMoNhhGZ96NthJlVRJEPrnnkzUVewcH+HFAFIXIgNvrd3Eikt5ZbmhRG5n12scxbLbilvsPHiMrGhenl5TbnK2/xdnZYFkGx5N94jRHkWWqukS1dRpVQlL1DlckqoRhjL/akBcFM6UlJSPNMsy2ArGlaWrOLs5AgKN7+xRFTpwlDCcjdN1gtjsjiqJOTl7B8uaOoeMiA2EQ0JQlEqCpBsOei6Z1OJ66yMmiiFGvR386Jo4TyjwnDkOWyxVHhwe8eXPJ7e01pmVwcs/ANBxen74hyzbsCx0Q9u5ujmboXN3ecH23Qqhq4sBD0HT6A5fN2mMwHCGIAh+9ek2VFYxMk53JCN02GfWHKLJIXZeslwuaqqXKM/wwRFM1ZFFEkRV6uoouK0iCgDoaMBgOiYIAeX+X0XjEbG+H1XJFGCXEYcTOdIeB22dvd4+qrrhdLQl8nzwrCbYx46Hb+dHyCt3QKcuqi0wf9cmLFLfvYPcOODzc5fbyAkUSGY0GBKGHpuhkWUFZd2bXuikRJYGRPaSsC0RRphzDu+8+4evfeIFpaSgybAMfu2cTJ3nXThQl4iTBtC0cy8ayLKbTKYcHh+RlxXDY707QlsF4NOLq5o5B32Vm2uzu7XAzn1OLDcPRBMM2adqKqq4R5M5r27QdPdHb+mRxhmWb2KpC1TSIgKRrzMYj/DigqkoMRcZQNVSx83Y5loFl7DCaDqibgvV8yXaxQDO6v7vv5PqeLlK9vovds2gqiTzfkqY5l5dvsO0+LQJxElNXLUmad4gZPyDPImxT5uRoD0XX2W4jFEkirWtkRe4UQOeX0MqUZYOma6iyCI2Irus0aQO0CGLJcOyw9TaUeY0oNvRME80wENoMVI22FbEsg72dfZbLO7abFaNhn/V63WEzRYla7BItJVEiiiMcx+b0tFO4NTX4QcztzRLT0smLqosV9wMcy6FtwDJsJFnGsgQURcXf+riO0cW4qzIInRu+zXNUw0DvO1RJjm5YJF6MJKpURYliG0RJRJKGSIrcgVHdHmVRIwoKURxxs7xltDMB00CqC/K2RJZldocTZElhOBmh2jqCKnB1fUm28ZAFicgPKauKw9kepmHx4N4DVEXjaO+Iu9KjbRsmkxEX8xuKImO53PLs2VN0ScOoVTRM7j94yvrqd2mTEkU3ieMQp3IYD2bc+m8os4rp3i6N1GAaCnVRsDeacTTYZXl1ztA2eHhyiGQo9A0T48EDwrLBC0IO9maszucs13cMJwPG+1NEuWVf3qWiohJqHLOHaZoUUYKuyKw2PmEQgSQhCwpbb0ujKJgjl1YSuLq65v7RA66v7lh+9VvsHR6wvlkjiTKH00N8zSJNEh4+fcjwcELQJNCIjO0RUi2yvdziC2s0TcHLUiZ7MxRdRjNV1J6J3Ap4VUTRaKiOQetJZE3Fm4srnKnNw6ePGIwGeIHPyb0T3v/gOa3YstqsiKIIw3SYaQZXF7dst2uGwyFSKfHq9RtWN7e4qkEjihRZys5ozGQ0pMxLdM1AFCQsQ6OWwMti1qsFo9GI8WjAdr1hu84YDceYlsNy+RFVrUKrcn5+xcrbIMkyoiQR5zkNAlGcsA19RFVl0O9zvAuDwYir9YZWELAdG1GScAyDIPDYhBF1miPLMg/HY2RZRBZBkTSyJOnMqXlJVbVEcYqhqugaLO4WXZxL09J3HdqqE3DYlo2tGyR+gCzKCE1Lnhdd8ZMk0ihmuLdDq8lMp1Mu35zj+z6aLNF3LJq2AQEMQ0fTFGQBqiKnZ0/Ji4gqz+j1HLbbNYeTQ6q6ocwLIj/EdkwMXcdxbcqP1ZZNXYMssVlu+MbX38PzM8Y7UyzLIEkCbudLNN3AooMUSwhIokISxcRRiCwJ7O5OGI3HWE6P//I7/xVJkimzgiSJePb4EY474Gvvv8/NckFWVliWTllmVE2NJHWYNUmQEQWRtoW6qTtjdNNS1y1N3SCpajeGaAvGfQfb0Li9vibxWnYcC0kABAiDmJaGgWujyBqGbpGlOXe38+9onf+eLlIiElXZsNn65EWBaVrYTh9JUnAcjShKuliAtGLjpZRlyt7IIfSXaKbEg0cPOyluWXfhhHXLyb37rDcxfpByt9gwHk/QRwNWt2ssQ0OVFY6fPeLxs3usViv8jz90g0EfJAlJBFEQyLMM03QZ9YfcXF2QpQWKLJGlXZy1pIgYqo6YlYzHI7ZbH8MwMDSdtqkIgpC6bpjPl1RFzd7+DpZtY5kDAu85Vxd3ULY4rkWRlQRhjOuOWS/uyLKCrCiwHYMsS5AlFddx8JMIWRJpRYksyzqkSSkxOtnBTyPi9RzNNAiCkOXdkr5u0bQCi61Ha0jkgsDpYk6my4x3pkwP97n61msEYB1sScl5MnvCeGfAwNBowortYs3tzS2SIHJ3cUuexCRlwvR4huwq7L5zD93SkVUJSZSwHQdJFFit1jycnvD8997j2ckTdMnElixmVp+iLjtIpaySrn3apETTVKyhQ1qmqJJMXuS8c/yE67NzijjlySffYXa4j18EWJpOHFdsl3fkTY265zDan3ERnSIbMu6oG+qqqopp65Rpwaw/Qm1ANWQiLyaJMmy7j5/G5GlCK3SGVgGR6c4Onhdwdn7JixevceweaXJGmqYIYsvpB2dogkrfdJA1hRqo65a2bqkaWFzeYtkO7sBhnm1YpT5eEjCZ7SI0FWVZYzs98iQjL1KssYtV5sRxgj20Obp/RNmUFE2Fosp4oU+WJ3zys58izzNKLyDb+nztD77Odr3m4OCAphR4cfYKaoHhaESe57QIHO7uMRn26RkGuqZTFBVZUpBGPtPpkPGwh6aqZEnG1dkZURLx4ME9hoMR621AlKZ4foJuaixWG25XCxpBQNU1WlHEUlXcQZ84DnFHY95//oq26eZGw57D7WpNXZVEcUQY+ji2zdO3nhGsVlyt5gz3JjR1iSIKaLKKYVqIrQgNFFXHQ3R6OrPZDr6+IfAC6rpEEPi2tDyMImxTwzIt6lagrDoR1V08Z2BbGLpOXGXYPQdFlJiM+6zbEqenUxRpN3vNU1RN4d1332G5uKOqc7I4pOeaVEVOVRS0TUNZ5iiqioRCv++gqBpt27BcLSnLjpyh6TrrxYq2BpoWSRQpihxJFimqFlU3MXQNy9YQaLB0E1M3eL1ZkWURpm3RtiVtXeJYOrZlEgYhQitQlxWHu7ssNhv8wEMUJPK8RDNKdF0lT6uOXahpSJJMWmdUZQUtDIdDmqbF930URQFBoK0VHEPn0cMTDE3haHdK4IXIksj5xQ1FUXNxdoltqLz99iPWmyX70x3qViSOo+9onf+eLlJxlFPWLUVek5cVgljT6/c5PbvEMCwUzaLXl2nFkLXnIWAg7ExR5Za6lbi7W2KaHaLeNHUcV2ezjZgv1sRJR1O4uVvQSjJhnFEXDZJQMRw6+GuPNMkYjyaYlsZoNEJRJAAsxyJNllxenNHrDbm9uyNPC9y+Qyu2xElMnAQ8ffo2pihS9Ay2my23d9doBwd88hNvU9U1i8WaOAzpchAU0qRgtV6SpyVtU1E2NXGSEoURaZbTIqLbPcqqoS5bmqZFFEUkRWW7nrMJfCrTYrXYsDi7JvRT+vYIRVYRNQWxKmhbgbwoaVuoWrDcHlFb0Egy05MjWlEgCH2C0zPqOKUMItzxGH3sUtYJw50hSRYRrjZUQYmhqPRsh2Drk4cxsigwcFxUQe6G945GmPmU5QjL1gmTBBAQZYXt7YbwesPDP/GEF++/4PKj12yCBdJQ5d4nn+Gvfa5fXZCtI8qyoZZb0iqjySv8G49Szjg/u+AH/89/nMMnXbDbYrPmYe8eH7085Wbt8/DZE1pBZLv1MDSNYOtR1hUIAv3+AMO1ePnhSyZvuQyHQ65uL9nMVyi6wTbaUtRVl6gKXQqq3CF/xtMpv/tfvkQYJFxdzrGNj8n01KBJSLKGqKlEWcrpB9fs3j9CNwxGBwpVnKOWAioyw8EQdeyQtgWqLJG1dL4aOUNCQlYl6rpBH1vgSFiWwXBnwHK95Bvf+CqyLKNoGqqmkmc5pmVSFiVRmBF7IZIoslyuQeisFkVa0tTQlDWDyYS6LMjjCGc8RNMNsqygKguapibPUkpRJAkClos7ZrNd7j04pKpqrq4v6A/H9FwbZJnRZMzGW4OsoGgqqqqgqCqGZTLou7RiSxQn+IFP0QgUZUuY5pimiR+ESKIEkshgPMS1HbIkwBIcFEVGUiSKPMcPAmhBFsBQVHaHGmVVMnAsho6OUBhkkY+kGTS0xGlOWRSAQJyVxEVAg9DxPyWRVhKRdI2irkjCgIFtkoQee7MdHj7YJ/YDRLFTu2m6Tp4X2I5JmptkacvNzQ152mMynRAEYecvjGJ0vUBVNSy7axFquspEHVLkBSIihmZAX8Ay4K23noFo0EgSL1+/wQsCmrrEtQ2GA5vx0EUUJDRVoj+wSeIQy9LYm03Yeh4X5yXL+QJZNgmahsODA4YDtws5VRWivEDTZJIkxulbqB+vGWmWYRgdZktRFPI0IysKmroCscNNpVlCJrc45gGSUGLrBnkM1BU1Is+fn/Hbv/17tILE0WyCopqc31zxLemCLPF569mD72id/54uUh88P2c626Gsan7/D77BZDLF6g/xwpSsEAAJQVQZjEakqYootlzfLWjrlPlqxaPHRxztGwiCCKJAnCRsvYDN1qeqJfr9Pn4c4n30ClPXqOqWPI1oqDEMA6jJ85Rh38UydTb+liRJ6PVc3P6A66slebbAdXusKw9Jkdnb36GlIY5ioEQ3DI7cQ2hFbi4vyfOEhw/u44U+Pcfg5GS/G+JeXbNabihy0HStk65XxcfJwxmSLDOZ9EmykiKNydKaOEqxeyaIInlREsYpkiCj6wbb5YKibjFtC0GUyZsCWZGRdBUvjbvxiaUiGhpVViBqMggVp69eUWQpTx8/YRtmTA4PuP/WYy4vLhkM7uP0bYK7NaZlEacxWV4gSBLL9RoZCdtx0RwNxTSwhy5FUzLZmaLKKj3TJfJiyjjDsfvEr9fs2zuItczv/If/xMuPntPKGU8OP4Ph9vna1z/g9Ycfogky/cEQwZQYTAakfsDpfENSx/THU4xxn5dXt3zzG1/tPGmaymz/GMXNOD29QBUUHu4dcfj2hPXaI6oqHKeHpdncvZkT3EZ8mD7ntSxw+vocEYHeeETUxPT7A+q2pRYEJEWmLEqur69pFZnDe4cM3R1ef/SSJq8Z9Acgt4iKgL/yefPmDU3bYg4tEESKqkYzVApZYHG7ZEDFqD+jqiskSSUvatpGoCpqBEukaVuyqiTJUvzAQ1Vk7OEIRZfouTaD4ZCyzLEcBy/wub264d79ExRZxVAhKLasgwDTtpnt7hH4AavtlqPxDmPboixKNt4KXZpSlyWlJNG2DU1TEnhberbJwHGI45hHj07Yme1zfXPD7e0C07KZz2/Y3dthT5bZbn2yskSzzE4EIMk0bd0tgHmG67i8eHOGH8ZM9w/w/BhTVMjKkr3ZDD+MSbOUOE7QJAnXsRk5FrokUuUZuixS0tDkKYqmk1YZeZajaRq2rpInEU1TIIsdCzCKEzabLZZl0R8MWG23eIGHYZooskzoeQx6JoqqYOgWT+7fJ448hnsTRoMBSRox2xkhKxLX1zdESUUUxViGxsmD+1xfXFAUOVGc0i6WzOd3PHh0H01ViZMQ3dDRTZ28KGmaGrfn4m9C0iTn8vKWuqlx3SGu6xIlNbfzBYvlmrwoEduaR/cOaKqUtjFRNJm6yVEUkV7PxDA1miRhMh6y2gQMXJc8bzsZfpFxfvYGXVX5zKc/SStLBGHCb/+n3yGJc1RNpaoq4jimrlsUVcY2LcqioChyZFHAMHSmOzP89Qpdldmstzy+v0/fdfnog5dEcUEYegRxi2KMUE2dRtL54MU1mzhAk2UmA4e8kL6jdf57ukj97pe+heOcd7Oi1mC5Tji/9mmaBkUpCLYbZE1iOOzhuDaOaSJQo6omolAjKyaIEqIsIgJlVSErahctvw6pmpZWkAiSkCjL0DUNXdUoBYX53GN+d0GvZzKeuGw3W87Pzzg4PiKMYpo6QTcsTk/PydKU4+MT9vZnCFJNnhdYtt7twoSK5d0lbV2gqDJxEhEEPgLdnKstCsq6Ymc2wu33+fKX3yPKIvZ2p1RVCU3Jzs4AkJFlk9vbDY2ksFz7jMcD8rLl7PKcMEnRDIs4TqgEiSgt6Tl9sqok2AZYQxWjb7MpYtzjKRoqtmrw5vVr3v/oA3qjHu9+/lPsPzrk7uaW69tbmjxlb3+HuIiRDAlVV6iSjCqr2BlPmY1krl6dc3tzR9625G2BJbddiKQmcnF9ydP9dxhaY/KgxJtvKdOCke5QeSlXry54Z/8pH3z0gsubGxTb4Mkfegd52EN2TI6ePiTJU8b9AaIApQrX6zk9WcMd9ai2FUWRcXlxDZqArDpEWc5//K9f5TN/+PPsH+zjxxFF3fDonUdogsw6T+iLDrbqoNYKp+dvmFojTj86JQhD9I/bILUY4ExtWlpERSaJo67FokgsF3Pc6QTV1BGVFtsxadWKsszRDZWmrajLiqIoGI/HHD26zyLa0koSWSaQtDWVreFLLXXkUYqdoiq4ndPScrh7QN/tsVmvacQW07GxXJv+oIekwnazpm468vt2s6ZtBSynhy5rbLcBq8WSKm8RRYm+20dAxNt28mkNiTAKUESBOsuYTCY4PZftNkSQEiRJJI4TprMpw1GfpqgwdRW3b+MFG+bLO8q6xuk5bFceo8mQBomrmzuqtgUEirygLnKsw10UXaIua5a3t6Rpxmg4QpQUsrIiCTPm8wVP3n7K/GaBpMg0eYO/8ehrKgd7eziWzuIuRVcUdo+OUSQRRZGpi6p7b2jRFKjrAlGomU0H2I7L1o8wdB1BFCmrGlWR6Dldeq0gCNi6yu7OBFOXydMYmpLR0MW29G72tu0ILIbR6zh8skK/51KWFWWaYxgGg35XzFYrD1lV6bk9JFliOBwhCgJhGNK2AmWVU1V1R2SRhC4FW5AJg4BWUNiGPmEc4YcxUZQw6ttMp2MGrs52s0VTY/q9PrZtQAOmqRLFAYqiMxr2efXynMV8w3g6RkTA9z129w+I8hxnYKF+fPqvSjAtlbpuAJGmaWjqDuArSRKaonRx96bN7mzK2O2RexuSPOf08pY4zpkvN1zfLMkLESQNoZGoW5G0bsiLkrIWGQ17PH72GFMXv6N1/nu6SNWtRhRX6LrK8fERr8/PWG0CdqcTPG9D05Z84q0n7OxOePX6FZLYxaYnSUieJmy3CbaZYNoOkiLSCnB3t0QUZSzbwgsiakFA1jRooRRF2qZl4UV46w1ilTKdTonClKoqsHs9hFZEklUCP6IsoSibLsxPlsiKDEURqOsSVTMYDFziOEGUW8LI61o1wyFJkqFoMqquIDQFUbxF02zs/oC9wz3ubu9omgpBFEmzBMfRkSSBLE+wDBkJg8V8wdXdFlkTKEpQVR3d0Li+uaERZNKqQitq4izm9cU5VVXx1h9+yvj+LuakhyYZFEGOk47ZSQ+5Oj1le71i79kJoiLTN0zyOMQPtoiFymDsYigGjqghW9CULZvAQ1BlhrMpo90ZiipjGQbD4YBKKLian6KUEpVfcf78nN/7334PtS/xQ3/mf0LRLPzxDpki87/97pfI6prd410OHt/DzxMuzk85vTzl3c99isX8DhG49+whN1dXiFmF2bM7Wa8qYigaZVMhyyqiLCNbOl4QofQsyqYiqjKCOiPwfFRLYeKOqYKa2/NrJu6YvZ0dpKLF9zzSokRWZZImI04SBF1GUw3mlys2oc94PCbaeKz9kKKFpmnRZR1XN2myEn++QbUMdE1jNB4xGA5J05S2EWglifF0xHQ25eryGsO2yfIYRdZYLNYs5x6yAiN3iKHI5FnGzmxKWTbMVwvsvk1TtkhSy938DtXwsCyb0I868G2WUdQNcZJ371WvR93UJEmnJhWbljwKMZQ+RVl0nh5dp0xLXi3umO5O0GQJy+osA+LHiblOr8fm41DO9WaLadk4jkUSFfh+iBfEuIMRWpFxeXOF67roajd/fP3mDY5to+sqZVVydX2NbPgEYUpbC8iSTBaltGVLGAYkasZwYDGcjmnKEhoNt+dQlQWS0GAZOqqqEjcRApBlKW3bEdknoxECLQgiQ9diMhix2W5J84I8TXGHLsdHx8RpTJkmCE0JVcPebIIk1TR1g6KYeN6asipQ5G75bKErTkVJFiVkaUbblnhbH1mVMKwuO8o0TYLAQ1E71ackKbRNQ15DmuaYmkldCzg9C1Ho2riCbHO12BCEMbv7hyxWW2xHw7Ydej2T1XLNennH3c2cnfEYx7EpsgTbsthst8iyznDU4/rqDkNXmU4nCJ7E3s6Uje8RhwGrm1sUSaCVFSRJRFYVdNOgLApaGmzTomlaFAQUQ6KpSs7enOGaJrEfIYoVdQ3bdYxq9OiP4fpuS5YX6LqK61o0lBi6waBn80c//w6PHx2w3Sy+o3X+e7pIiYJEXVWEUcL2Y6FBWRYMRn2ePTthfnvBzrjP/mzM7u6Ys9MLRFkir2uSJKVt+5RVQxQl2LaNiPixfH3J4dEJF3d3NKJI07RYho6gaERJzM3tDSNd5WBnxGbrMdsfMhgMkWWJtKgQBIUPn78iiTsp6fHJEaZpdDuJssQwVGgbijwjTWOOjw4ZDadcXy2oW9gsViiaguXoiGLNzs6UVpDwo5T58gbD1HFdG9vqiMhlWdJ8/HpRlKPrLpqq8/r8hixPUDWFo+MZhq7x2U9/huvbObIScHftIYo9+pMeSdLw+7/1FT6df5pSaRBVlTCKiOIUJI22MXj/yy9ZLjccPD2mlArsiUUtFci6gKQL1EWBhMJsPMb3ExpLo6VmoIxwHIcoitE0DcOxuTx7SbFNGEo2ciZy+f4Z0bXHo5372JpDlpVolsXO0TG//963SKqCqoXAj/Ajn+vrWwb7YwbTAYVQ8ObNG/aailYWyeqKRpZ4+u5bNGJFtNmy2K5odIGDeyfMjneJ8hRR7hYJihLXNOnbDv5iS1XmGIZJz7VwJIc0jllvNqzu5lRNzf7j+7z19BFevGEVbJAUuwvffJWQ5QVhnKJJIp/83PexXKyoipo0SvHu5kQbj+NH97tIC3zypJOL1yLofZEoDoiLiP7UQVVVHDTKoqFf9Ai2PqIk4G3WjN0ee7MdGqHjqc0XC5BadFNlMhlwcv+ELCu6/B9JYv5qTVs29AYD+v0+Q3dAXTf43hbLsQi9gDxKyLKcMIhwB30QBLKq4s31HZ4f44xcvE0K4pZPf/opQRjx/IMX3M5XDIY2Dx49YDCeEAQBy82WvCoos4o3r884fvyAIMnouUNiLyCRGpLsJR999CGPH9zn7bceYTo29mDYtTVb2Hpeh1KqGyRZJNoG9AZ96gKStKZnitRlhVh35tzb22s2mkbfHVCVBSINpqUjiQItDbqudn63vOxmWN6auqiwdJ3asRBkCYkSTWxIs4imrbF1lyJNON/OGY37NG1BW7cMhgPKoqSsI/KiZGdnwu3tHZIg4nsBkiKwd7jP0b2DLrByuyYIAtIsQakEbNuhzBviOEHXVESpM/KKktzFvghQVzVlFtMfDnFHCS9eX7BYb4kiif/4O7/HD/2xP0IQZCRx18ZTRBlRFFguV/QHw84wXBb0HYs/8T/9kU7QE0QMJwNur6/RVY1pf8ByvcbQJNK2pqbL2DIMHVGAuqzIswxJEpFEmaaqqaoWUSjxcg9RaEGUWCw9mrpjPc72DpD0jjGoyhLTyYiiyol8jzTyaeoQy5RoSv07Wue/p4vUdNIjSTuT3unZG3p9F1PXePnBcwzxHp/99BPuHx/ywfMPKeuWvmsxGE25vb1CkrvjrKZZ5FlBkuTIqsTJ/XusvZggDnHcHl4QQtOwXW4QNYOyLqGqmY4niIrYDZKLlroRqPKKpmq4W2+ZLxLSOGV3d8pm/TGvqmcyGbu4rktLTVVVHX6kqNBVDce2SZMSUTEoq4rz8ytMW6VuKgRBJEpLDg52if2IJA4p+wbDvvXtHZ0ii0ynfdpG49GTB8iXK7ZB0Dm8VZ22gX6v1wXaCRLeNuT0/IqTo0NmxyPSMOGL/8vXiIUMZzpgsjPBtE0ocvK8JsgS8tMYxZSpFiX3nhzRmwyQJYmKEpoGYzRBKUUMU0a3HFqqjse3XWE7TifBX6x4/cEr5DYnud1ycH+ELWqoSLz14C0Wr2/48Bsf8s67nyXyfeqyYmc8+djLss/t1+/w1z6zkz0UWcSwdB49fYSu69y/fx8hrylHKfky4vzqCkWXuXd0Qq60aIYOskSdNuiIfP8f+hzz6ytkScTzfOqiJq8r2jrB0PUufygr0U0LdzBg423ZxgGf2JuSbSo0OWcT+dzezRmMR+iqzrOnbzM72KVsGuq6YbPcUgkCO7szbMNEFiXqrKROC0TZoCoqhLbm3c+8RTsQ+ejqgvFshCSKbNdbPH+Frut86jNvc3d7RxrF7O3OUBWJy9tbFFnicH+/o6/UOZOdXSRRIBB8sjRDFpXuhOeFbLZbVEWjrHKCwO/oI4betXvyAk1WEUUJ7WMCfpzmrFZrwiDj6nqBLAqMBkPOTu84vbnjbrXg7PSCz33ybR4ZJmUZMhhNSMqCvMopqgrJUMjyrAPfrrfc3dyiairOcICXlmzDhKKC9TYkTjIM02a216M/nLCeLwERBKjris1yjetYZGXK2bVP4gW8/eRJp4ArG6oyJU0zZrMplmGyXi0ZDfuoitb9K8usVkukVOiKlqJ0oNm6Zjhy0VURSzcRGhtF1WiaijCJkSTY3dul7/Yo8oo4TWhFsQs/LSrmyw13izWHuzsYpknVFoiKjCB0pnRV7zKfZrOdj1v9IlHoEUUxbSswGNhIkkRWVgRRRN/tMxwOibOW5+dL5qsNimpStQFZJbBYR8zXEaJikeUBD+49omdrTCdDFstlN/KQBNpG5Ohon8PDe9wuFiyWK/z5mqouaSURRdTZ25myP7tjG6UgSbSNhKKoqIpMW7doooymiERRiu+F2I5L27bIUovrWOxOx8TeFlvXEUWBNA3p9yym4wHn5xe8fPWCJ48f8s7nPg1NTlP6BFuP5jtMPfyuilRd1/z9v//3+Vf/6l9xd3fH3t4ef/Ev/kV+5md+BkEQAGjblr/39/4e/+Jf/As8z+OP/tE/yq/+6q/y6NGjb7/OZrPhr//1v86/+3f/DlEU+Qt/4S/wT//pP8W27e/mdphMXIrSIq9qlsstiiQxHAxo65LZZMbhbEZbF4yHffwoYjYd0yJwsLvLznRClXewxDzN6fX7ZEGCqircf3jCxe2CtgFDM2nbltiP0cUaQ2x5+923sC2dJApo2pbrmyV3yxWyIiO2Kl997yXXVyuKPKUoClRNRBBKZrMx65XG7u6Y6XiEbuiMBiMURSNJM6qiwvM8FsstQeSR5xF7u2NUTcDQdAxVxbZssihgsw6QBRi6D7s2lght06CoOmlWU5cNQeRRVg2qZiCJMmXZ0ZPzrINz7kzHSKrB7dZjtVpz//Ehm4XH5Uc3WKsIudC4TuZcXVzQG+m89anHvPXZR4x3hpxfnnJ3s+TJsye0VUVRN5RCzZvNNa5ooAsqiqgyGPVweia3N7eUWYqha5R5hmv32HFMpKJBriVMWWXoupRhhrdacGSN2R2NmXtbJtMhRZzQCA21IjDYm7LwPbZRd+oZ9QcIokSZl1iqQR7HXFxecvnBG8bjIX3HRRYl4ipFrEriMGK7XCHUFaYs4W22ZDszbudL9FpnbBiEfsz2boW/9GiKjhNpjvtIPZ1X12/44MP3GR6PGbs7aEHC+e01bVng9kc8etJl5vzX3/s91tstLQJpEpOUNZPxiLasqYuK6WBMEacoVUMQxYRByMGjQ47EXdqqRRJbRiMXS9eJgpDBoMdsNkAWZCxNw9tsqaocSQTLtomjmLvlLYapsTfbQSgFlhd3xHlOfzpBn2j452e4fZckjKiaBllRkEQRXVGQXJemahB1lbquQWip6wpj7GLqOmWaIzsW2zTlfLEhERoKy8WaHeHM9nl1fUsWReyMJqRJjCYpWIbNpz/zSYIowYtjgiRG0U2KpqGSZLZJzt3K4/Juyc1iw8oLMGvQtZokSLi9mROGCaZrMBp3YZrTnSG6LmKaE5aLNd98/pz7J0cMxxN0RSHNEqbjCYoiYmhqVxCi8GN/oUHTNvihT5ZViHQbTUVVUBWp2/QYGkXRCY5UzaKuKiSlpWlrQOgK/sUFLeB5ATd3czQ9xrR7KLrJdrtmsbpFUgUmMwdBELtEXk2nrCqCIMAyLTRVxTAMZEnqEGVVSd20lEWDJKikacF8GfKtDz7i7GqNICnUdcOd75MnCh98dIprm8RxjueFXXLvx2y9zi5QMBoNqKqW5x9+QBAlfPThK66u1jx7+xl+nnL65pT+ZMzIcpBFhW2cQtNQFSWm2c3NZVFAEqDIEooiJfLbrtNjqjSFTJ1nKJIAVAiI0NQYuoIoCEBDmsTdrFCScPtDIr9bn8qm+I7W+e+qSP2jf/SP+NVf/VV+7dd+jbfffpsvf/nL/PiP/ziu6/I3/sbfAOAf/+N/zC//8i/za7/2a9y7d4+f/dmf5U/+yT/JBx98gK53x7sf/dEf5fb2ln//7/89ZVny4z/+4/zET/wEv/Ebv/Hd3A591yRMUnK/xLIMeo5FGLXkcc5ivuD6UmMwMJFE6FkmogAIDX3HQZVEREWhbQQaBDarLX6csVwlZHWLoRnIakJRFKRZTiN0R1mhbhAlBc1wKKuWs9M3REWJ47pcnZ1xc3lHI4gUZcmzp4+ZTIbkRYxlyli2zsHBlPv3j7phJTJ5XnJ2cUMU5/jbmKpqsEwD2zZQNRHodreznSlV3TAYTIiDgPvH96mriroBgc5H0dJlvdQ1RFFE33WoGpE0SRBalThcdaeutkWWBBRZ4MHJHlH4AevllvKDmqP7O7x9/zHjvUNenb7h3/3Ob7FaLTm+P0WzYbJr4bo6uqoh1gK6YrLY3LBarzk5POBsfsFA63Hg7uAqCm1bs9wu0Po6tmYzX1wzm46R85a+BMHGJ4tibENnMHR58+INVRhjOxa3/ga/iPFTnySJEDOR0NswmQ2Iq0NGOxM008I2LfIs73avNSRBxO3lDTvDMUf7B8iWSkpNtlriDFw0SWZxecus12d+eknpJWzP7zAriUcPHkPeoA32eF2Aoei0tczzb71AlzVUQ6Oh5tWblzycSOzvHdIbusxv78jzmrLM+cpXvsK7T58xdge8ePmC4XjKxt8ydgaYtsXt1TXRykdrJChqbMtC6xm0Uoe+ybyQxXyBpCjYto3julxerHny9CGarCLLMrZuglCT5ClJ5uGvlhR1wWQ0wjJM4iDh4sUl6SZlMB3gWi6KqbH2PBRF5OBwnywtOH39hiSKkGqRvuMShRGyrneni7bFkFWUfp9CigkXHq2uIYgiVn+A3FR4WYHmNFxvNrg9lZ5mcXE7R6bFNU12p7sc7O/y6vwKBIGyqMjKmm0U01oWimGRtPDm8pZlEIAkE0YxdSsQhCFiLRCHMUf3DphNRniBhyyDpdvdnGkyxraszvDbtpR5gSrJxFGMJLQMB31M2yTLMlarNVmq43keSZLQImFYOo3Qba6LosCRbGRVpm5r0ihhpI+Ik4SiiDF0FdtyiJOU1WaD2x9w8ughYVaw2oTkRUQUJUg0CKJCGOW8fHGJbRnYlkkrNsRxRV0lZGmJbTpoioYkyyAIhEFMmJSYRo80ztl4PmFac3F+TVpJ6LqCF3pMxxM0GSpRJssbLLuHphvs7e0hSwICAm3btUjzIqWuWwShRtMUZjszohiStEQUGhoUdL1HGl8xHk6Yr19TlTWC2CK3GuvNBkVqGfQcLENlb+cBaZaR5ymmrjAb9bAUEXMwQtNa+m6fq8sFutIhlSYjF8s2qcoCf7sl8wW87QpdVugNv7NDyXdVpH73d3+XH/mRH+HP/Jk/A8DJyQn/+l//a37/938f6N7oX/qlX+JnfuZn+JEf+REA/uW//Jfs7Ozwb//tv+ULX/gCz58/5zd/8zf5gz/4A77v+74PgF/5lV/hT//pP80/+Sf/hL29ve/4fsZjh2PngNPTa5KkJE0yJGqGfRdVlri5viHwFdyBy2xvD1XXAJGqaCjyAssyqZsaUZTJ8hrL6JE7Mvk2wO5ZFNe3lE2NIImYtkkjQBJm3Fwv2HoRV5dXrNYrdrKKYSIwXyaUtcQf+8HvRzd1RsMeglhTFAViW2GYMrbjYFsWNBVl0bD1Ai4vb4GOkdW0oGoyPccmzUPaRsCybAxDRQAksWY06lFkGa7TRxBFlhsfQ1do2oY8z8hzgfXap25ktr7P2fk5s+mEvqOjCBKiqjIajYjijPXylrceHWG++xbX53PitmZ2f5dk5eMv73jn0T3i42M0W+StZ/do65rVas3O3h6SqpKmOSBC3XJ9O8cwNVAkWlVk5W/wNlsQWhTTQFYqFqsljVGwWsxxd/f45le/xWqTkMsC7mTG8/c+pChTRoZCcfaadeJj9k1+8E9+npvra+7Wa6S4SxEdjUbkWc75mzOKsuTp42cUWc789g7LMJj0R/Rdl6opWS6XLM9vODo5REPCEERyP2Rzu0AA7tIr9vZOmPQGnL56wyYp6PVtLF3j6nJBWhb0zT6WpfHo2WPG96cMjkfIusibD18jKLA/3cPWbT761gu+8uUvMxyPKfMK2hbTsGhpOb+6RJNkTNugSSps18VyLcgj6rbm7uUlVZBwsnNAmMVkZUUUBwgiKIqE69oEUcA2zFF1leOTIyy7z9ffe5/D2SGObbFebjBVm+XVkvh2g207eBuPntSnP+jj+1scy8axLB4/eNydBi6vkWoQRZE8zqnrGtOxSPICW+k8TX6QItgWcRCzv2cQeQG1IKBrMoLUMhyM2cwXtE2Lruk0rYhuGNzNuzZTWdX0+i7FNmCxWpDUOdPdHTTLIMwyBEnB7TkEvk+WJoRhQB6noHQL797eiGdv3yOJUuq0xu1ZaIcCVZGjyxKWolBmKWIX7E4YxmiKxtaPqCoB3VCIkhRBFHny9AnX19dUdclyvUCRFAxdo993SdOIPCuo64aXL19iWxb3TvY5OjygyHJqpcT62G9WygWe57PdhNQNiG2LZeqIUkNVe9xcJhwf72E/cBj2XJI0Ishz5ncesZWxu7uHIMskWUFZtSyWK8Ko4NXLc6KwU+QeHN1DNTt6SEvLYDLh7vqaj168xlZlHh/uIUsSd3e39PsOqiIiSp1CsG4qpI9DDYVWIghDJtMRRd2gqgpa03m1BOD25powjFFNA0EUCYKA44M9ZuM+0+mQwAvQNIP1ak1R5Ax6Nid7uwz7PWRNYP/ApW0EiizFsi3qpqWucoaOw850zM5gxPXFeYfx2gbIyv8ACfr3f//388//+T/nxYsXPH78mG984xv8zu/8Dr/4i78IwOnpKXd3d/zwD//wt5/jui6f//zn+eIXv8gXvvAFvvjFL9Lv979doAB++Id/GFEU+dKXvsSf//N//r/7uXmek+f5t78OggAAUaxIYg9Zrjk+nuFtA+qrjgBw7/ghutFi6BKqrpLEIVVTICs6qizRCgI1Al4YEiU5i/mG+c2Cyc6M8e4Bim4iSiqXlzecX14hSCK0IpKkcne3IklS8rykP5ywu3uIJCtoWtiplnomvZ6JZsoURYMXeoRbj51pn6ZO0TWJ2XRMXtWkeclkZ8Zq5bHxNkiygtvv01JT5ClpFrOzMyBJU3S1C98b9HvkaYkgCSR51mGPAEGoEUWNLI+5u5tTFC2iKqMoKsvVGn8rYlomrqMznUwY9x2iKECRBExT5vjRLnnZsEwWCJbAwz/8iO06wFINXry54uLqFpQKP7KxzR6i0IXueZuAFom93X0EsSVPUy6WV4ztPsPdMU1VgwjBJmbt5bz84H2S7ZZGAKnXYxkFyG6Pqqq4Xsw5PD5ksL/LOtqwCdYcPDokLBJ6Y4e92T7nF+dcXF/QG7hIooTTdzEMg/n6DrEVefyJd2kPUj78va9RJDlFmfPq9BWoEo5i4W8TFhcLhKTbbQLYdh9VVYkin4cn9/jwg49Ik4jHDx9xfbMkzmOquiAvBY5OjjAnJrIkIisKg56LrTg0lcDZm1OiJOHO9ymAw3tHWKZNU1QoQmc6TZMMy9BphJKozigqgbDwEebQTy10XWc6nVD7IrOehSCJGKpCm2Zkqoaiq+RVRlXlCK3MZNzn4ckJiqZT5TW5X7BYn1FGJVIl4i029O0Jd3d3GK6NrutcX92yulthGzaqbtDrOfgrj2HPJYti0jimTgos16aUWwY9l6IuybMKBPA8D1HoIKOSKuI6LnmckkQJ+wd7JGFCmWR89b33EWWJICtpG1A1BUFo2dmdcHjvHnVZIIoCpqpBKyCIIqZpoioKbVVTaTZeEPDe++/TtveY5H0oG3RZZbPwuwy4Fuo8RzU1FKmb8SmSSlm13Cy3rJZLRuMhB86Y/f0j3nvv64TBir29MW0rcHt3w3S6w2Q6BKElywqaqkaRBFzb4WB/D9NUaKqCqioQBKuD7UYFd7dr0qTo+IKDIaIsYFgG050JaZKSigIIXUaZPp2iawanr65YrX00RcCxRpg9hboEXbfp98ck6Za7ZcIHH11AK/Lk6WOGYxmlBlUQIc+ZDgf0TJ2h1XVdwtCn39uhFRocp4uTRxA/9thJOCc93n//JWdvzmhlHXfQ5623PsVo2KeoKzRT4r9+6cuMBn2yuiFNEyRBoGca7IyHPH38gDxNubm+pS1tdH1EWxa0TYmmSshaQxz6qIrGk0fHZFmJH0SMh31ApC0LLi7OSaKQt956hiQ0BEH4//si9dM//dMEQcDTp08/TmWs+fmf/3l+9Ed/FIC7uzsAdnZ2/pvn7ezsfPv/7u7umE7/W/qtLMsMh8NvP+Z/f/3CL/wC/+Af/IP/7vuqImPZDpPplKZuaauccjogD3OqMiOuCw4OHmAYGmVbfhwL0Ln9qWr8MKTXH3Izf8PtYoXvhTx88ozdnSnztUeWJrRNw3AwIA4jiqJBFCTKqsE2XRQhp60aAj9CVgUm0z6K2HJ7fcnFec5gOKA/7BMEEYIoc3B4SM9S0FUDzwsQZI1Xp6f0nAGyJON7AaZpsNmsWDUVqtTQNiVxFODYKnGYIokyAt3QN4xzRElEFEXKsiTLEpbLK/rumPv37iHJOnGakMQpgmCgKBL+tovpSKIETZF569EJrSiSZTl5XVBXBYba4gx6NLXA9dUpEj3+zJ/6YxRVhedFfPP99zj/6g3H94+5Xd7RZCXjWY80SHCHLoOpi79do/dMaERef/0lZ++f0zenhGHBdu3TGznEloLz5Ij1Zk2RR0ioDGcTTh49YJt6RHmK5dosVnOC2ieKQuqq4cGjx+RVgSQqSIqIJsp43pa2Bd0wuZzfsHpziyKKCKJIkte4vSGyrjG/WhMVCVKhkgYFPddGU1UOJnvsuAMORyPKSkSzNO7dP2TYH3D/2TFhmbA7m7BZbvDvlsSxyK2/JCpzJFmibFq8bcZ2HdFzerz1zidAEknSFG/l4fZdaGF7uUW3DXr9IXmWk2631ELF9GCX+/d2CcOIpqyQNA1T15ntzhBlEUvXWC/X1IbM8fiQWisozRrfD4mSDOqGy9NzVvMty9slSiszNFzEntSZYG9ucaYOQiwS+iGrxRoBWK6XaIbBW8+eUOclaZqiqCqCJFLWJUHgMZ5MiOuC8c6YomiQte6EPuy71GmGY7rcPzzi7voW3dBIs5w460CzVZGjGhqTyYwkTmnqmulsij3ooasyWs8i2noogoDU1PhRjCgriLLGZHdCVbT0qgmbxRI/zHB6FX1LwdY7PJVr9ynznKoqSfOSMi+oqxpNs6iqbvZk2zaKIrB/uIum1ui6iGYIzKZ9qrrmyeMTJtMZURAS+hviKERVJWRBZH93iixLlGVG01YoqsJyteLi7BJJtpAVHU0xGQ7HNHXFYNxj72BGr9djWTfIch9dN+nZfYIwQRQVvvGNV6zWAfcfHLDedLLt9ToEREaDKReXG9z+CEXZUJY1oOEtfVRZZOS4uD0LXVPI0xBVaHFMA0OTkGUZzdBQdIWmrhDFhjCMEQQRQzWQZJHhYEDSiCRJzgcffMCjh0fIqsbV1SWmaVDLNVVaYOgGmixjqDLjQQ9FEdnMN4g0iG1F5KcM3B5esEWUG6Zjl3CboKkqbt9FVSSapuKP/uHPEQdZ13XazhFEsHsmk+GA2/ntd1R3vqsi9W/+zb/h13/91/mN3/gN3n77bb7+9a/zUz/1U+zt7fFjP/Zj381LfVfX3/k7f4e/+Tf/5re/DoKAw8NDFFlmPBoRZxlhGKIbMrPJmBVbwiTl5GiPOM6Jo5De0KEsSxRdZbP1WK49RE2hbluQRO49eMSNdNUFj3ketzfXOLbLfL4iDkPCIKbIKwxFw3FdiqQgTiMMUce2DEZDh7rOkVrhY2d8SgtYvR6Hh0cUeUZRtERtxfnZa5abJe6gx9nZOU+f2CRxhiDKbLyALC8YDx0kTabfGzDdmdK2NZquUVVdnpEkKeiqgmZZqIrMcrlmOtlBRkVSVCRZQ1E1jp1dVFXnxcvX1GWJJEqsFyvS0GfvcAdagf2DXaIkJbta0FYFcZJiOzaSrPDuu89QBIkwWuBvPYo047NPj3n67Am9nksQ7xJHGV/62lcxy4o4LRjuH3A82CeMQmoFdg+OmL8KSBPwlz5ZkqO6FpVjsE1iEqFCklv2h2M0tYuciLYppu6g9zSSIiZax0iKSNXW1E3NZuOj6TrH9w7xPR9V0wABTZWp1Qo/DSHKqeSKrKzYViVtVlFc36IiMjKHjGYTFF1CF2WWp3cEVwvKKKCwNZaez+HhHpswIC4Sdo6mTPtj6rjkLgiYzIZ87ZvvY/V6WCOHSm4Jqow2b/FLn7IqUU2DIihY3N1RuH12j/fozwaYtsNoNCZPU2q122ztzsaolsHQtGnKhjfPX9FWOQPdpL87xO45qJpOXdf4a4/b8yuWd2tOju9T5iV+4LNZr1EllZ5l07d6tGlFWMTYwz47jw5Ag8V6xWg8ZDQYIokKi8WKOI5oxRpVVwnzAkkRcftD1uttl72kygSh35HSFYuqrj+efVZoisLx0T6SIOK6Lrcfz+ayNEXTNGa7uyyXS/q9PoqoIIoiq82GxXyOZhjsHu1haAqaolKXBorehX2mcbe4TiZTtoHHeKePqSgMXZu9oUPblKiSyN50SpHlXTpy0ZlQVa1r6602W5yegzvso2vQCBWu6/C5z38KmgZTM/D8gOPDHexej8nIZblc03NsAj/AtS1sU0cQBRpaZFFC0x1EUcfuDciSlu0m5FvPX3Fy7z5tU7C3P+Xeg32WizVxEjAajhBkBUUzub65Zb5Ysw1rqlYlr0TenN2xXIUg1siySq8/xXGGGMaG4WDIdhuyXG5IIo+92ZSj0S49U0cUWuxej6Hj0HdssjRgsbjDtPcRRL2LTEFGUxUuL6+hanF0hx/8ge/n//6bv02QFbRyQ/zN93jrrbfpDUaUgkIdBqRlTeiFZE1DOnT41nvfoCgeokoSm82aLCtQFY26amhbgY3nY+oKuqxALZAnHQd1Nh4jCC39vsHNDfQHNoNhn55t4rg6q83/gHbf3/pbf4uf/umf5gtf+AIA7777Lufn5/zCL/wCP/ZjP8Zs1qHX5/M5u7u7337efD7nU5/6FACz2YzF4r81cVVVxWaz+fbz//eXpmlomvbffb+Lvk67aArDpK1aTNfB8xLee+9b3Fzd0bQFb7/1gNFkgiJB2wjked7hT1QVzTDQVQ0aGSRI85y2KFmv1+hJQVM1mLqBpdv0B0OW8yXbjc8mnGP1TO7dO2R3Z8x00icKAxRZRZIkirqkbhsM3ehMoGlC20CSJLw5e9OloxY1bSMSBCGGYbGzu0MUhQhCw9HxAZYpk6URge+jKEJnxEPqME6tgKKAqggURc7lxWUX7e04WJaJKMvkRUmeBeiqiGPbRL4HrYBj95ClCk1VkOQOOmmbJpYuo2ojinpNkRas/QWiKOFaNjvjCaap4y23WKZJEkXMb2/ZmU5wdIX7e3uUdYtUNbDKqMMWrarAlkkQ+dP/l/8TZSzzf/u//s/kXowgStQtREVBq8i0Zc3p+Tk93STKEubbFa0pksclDx/dJ28LijLHjyNen51xcv8EWZbgY0qzaRofZySVRGmE5hooqsPli3Nm+3v8wA//H3jx6hXBasvdm2sMUac36KNpBqcfnXF7fspkd8iby5c8+vwneeedz1DULaIskgklmqvz5a/8Adky4eDeMb3RlMlwhulYGLrK2ltTJykiJb1en6atO0GCBForMlIMRo5LEHjEoY9tapimyXDgMBqNmI6GtFWXhHp9c0F6vWFsW5z9wfs8/Nw7zB4esyk9zl+doagG569PSdYhtmYjmyZNVVPmJfPVkp5uI8sKck/FGjtkSs1od4pqCJg9kzTPib2YJI0ZTQeokUyaZaiGQr76eBctqTimjSi0FHVDWqREYUiu1hj9Hk3ddMSKoc719TV5VVCkKevllsOjY9I6QZFVaEX8bcD8do6qa9iWw2KxoilKDu/fx3G69qIkKTRt2nma6pqebdO2kGcJhiKhyzpC2yAKAoau01YiWZqz3W6xNB3aBlmRu89d3cnVNdMiTDOEIGB/f8zt1S1VFjAZ92iakixrUFUBw3DQVA1BUggDn57lIAstaRJTlhqOaxNFNX4QkM49bm42ZHlNnjXc3K1Yr31290pUFWzbRJFAkmG6M8bQbaoq54OPXvPy1Rtev77CccYcHdxHliuu71aI4oqDvRmWZfDiozN++z99kRenNzSNRlnUXG4DZjujLhhRApGapixAEplMRjRtiVCKmKaGKAo0VYskiMRJjChKPHr8kIvTCzxvS1542JbO2XzJyg852R/yrRdvmK/WZFVNkpdEUcz+bELfMXEdE0loWMzXmGYXslnVfBxkWRHHHYUkyys0VUVA4M3LU1RN48mzJ2RpjKYonBzvczeXEduaskwAG1X5H0CcSJIEUfxvX1iSJJqmAeDevXvMZjN+67d+69tFKQgCvvSlL/FX/+pfBeCP/JE/gud5fOUrX+Gzn/0sAL/9279N0zR8/vOf/25uhyxJkSWZwdCkyCtsy2a9DqiKltnsmDjqdmOXNz7jqUddl8iaQs/pkVcNQRRiOha2adC0Iif37/Pm7JLV2me99mgaGAyHCK1ITct8PkdRVGSt8528+9Yjjg7GVHVNniXdwqDJlHnRDX2rbocri1K34whCNqGPl2WMbRsBgXfffRe3Z7Neb1AVmb67QxwFFEWC6/SwLQNNlZlNJximxmbroWkGmmYgVzVlkdO2YFsmCAKaoSFQUZUFuqbStjU315csFyuyNEFoaob9XU5ODqkpqOqa29tbTMvE1HQ2UUpV1KyXHq0AsiaxnK+QENENjTAKub2+5t7RcSd5lyQ0TcM0OuWmrhvYpgFNiSib1EDaluR5hm677D84ZuMlmJZDmmZUWUHTCuiain+3QRMkkCSefuIdREfm9OI1X/vmt9gGHq3U8vD+CYqq0zQVB/t7gEBV1WRV0SXtzhc8fvgYXTe5/OiSa39BZdQ8tN7msz/0eZZXC353+x/xbz2ai2t26obrmwU7e8d8+gc+zbc++ibBImQ23OG9Dz9ivl6wzQLuP32AqHaLeVqWXM1XoBgsl1se3j+EsuXpo4fs7u+zSULSpiRvKwzVYjYd453fIqoSSREhaSIVFUEc4Hse8Tbi9BsviNcBpqRRxRkDw6AqBNLY4/l//DL+0uPo6WMsq4/t9LlqL1FbmVfPX3Ly5AmyKDOdTDFVC8qGOI2xbBNJldjGWyRFwA88aiCJQ8Ig4PTsnPsPH9Lv97k4P2dvtsekrAkXAV7WUJQVURgylqcolsre/X38bUhTdLDbvOjI2QKwXm64Or3AMi2aukZVNYq8y3Yri4rzN+f0hwMc12HguMTrAH/jY/V6JGmGJJUdD1MQOlp33dCKUOQFmqagaRpCW+OttlyWGbokEKcJkSjQP7mHY9mESd7lMBVlJ3FvG/wgwPO3FHmMbclIwhihKTAsDdWyKNKc/tAmSROqskYUWzRDxh041G3BarMgr1OowY9SwrDkP/3n30fTbRy7T1bU2L0BRVWR5RGSLKFoGrZjI0sacZKDoHB5cw2Sjm4PuLxbUkoS+7MxZQOmrhMlBXkRUlU1kqJhWS6gEAcJ7u4AVQHb1Bj0LI72p2RJiNO3EJWau7sVZZWRF92Jt+cY7B3MMA2T9WaLKMjYroPt9MjSlm989AbbNIiSDM+LUXWTquxyo/YmMxg1+L7HJz7xDroqsVrMqcsuqFJVFHYmE7Ybj+3GJ88zgiCiKhJmkx12xiOG4x3CwGe5WLO3v0uedW3eti4wHAtREhBlkBThO1rnv6si9Wf/7J/l53/+5zk6OuLtt9/ma1/7Gr/4i7/IX/pLfwkAQRD4qZ/6Kf7hP/yHPHr06NsS9L29Pf7cn/tzADx79ow/9af+FH/5L/9l/tk/+2eUZclP/uRP8oUvfOG7UvZBN8uSZYmmblnc3VFV0DYyjShStaAaFp635fajC4o8R1UEHjy+jzvoQJmCIHxMJZbZehFn51dkZYvZc2iQaBsoi6rLpLGsLlAxScmLgrIuCaOAKDYQpRZZllBUlSAIuL2dMx5PsHoOddlAXVNUJaKqdAinwwNOZlNMU2B/d4yhaTRVSV01iBLogx6TUY/xuI+myoSBT5KE6KYBQJpmSLJKWdVEUYiIyN5sTN1CnET0bJMiTxCFGlU3GQxs4rQkVWXyIkVVJQxDoxEkojhB1TTKosKxHMpWYHH3nDCtsHsukhhj6Bre1qP16k5BWGaEccDJ8TFlUSJIEpqm4vsBdVmzXW2YTgZYiookgq0pSKrB3uER/8e/MOTJ597iv/7n36KIIsQGmqpmlSXcLuZMen3KtiaLI2zLxg9DXrw8RVIl+iOXME4J0xjN6JMVOevtlsGgh+/l9NweoihweXmB0Ercf/SAu/mcRshQHZlb74pN5jN+sk+gatxeXJNRUYhw+NZbHD59mzd3d2zvfPyFx+OHTyipaVORsq149M4TXr73mtMv/T4Hj064ub1FEcHzIq7Pb/jU52YgN9x7cEwhtMRZxnyxpFZE8iJjdX1L72SHyf4OqmWQxglYLfGdh3e5RisExpMJ+nhIU1dEWUaeNNxcvIZWIs1a0FQMR6OnOdSuTBh3AX2O7SC1Eq7uUGUF8/UKQRMoxZLR7hhJFkiyjJ3ZjLqsMGQTXTOYTCecX1xi2ya2Y1HnJf5iw/x2S5rkVG2Jvdtjb2/Cwr9ldjDh6tVNl+AaJ1iGhtA2JHGCqVr03SGO41AqGkVe0JQFuqLib7aoskyWxXjbAAE+Bjp7FFVBkzfoqoYsdQVpvd2Q5RmiAG2tEfshogi6DIpYg2WA0GKanYqsaRtkWaYoCvK6om4bFF3F6tlQ1+zOZqhqS9M01C2MhxMsU6PnmGRFSZJ0QNUsy6AVsB0Hxz0mSxPSLOsCK9OSTBIYD6esthFJumHrhWi2TV6VWLrK+cUlgijiODaCWHeQXn9LLchotomopThjyJsaUVVwhyNMQ6VIC9I4RZFVdvYOMPszri5uO9GDaSLJsLc7oudoZFnAH/r8p5GkhucfvSLLEyRF4epmia0bTCZTTNPumHsfz5s1VeXo8JiLyzmua9PIOkUDYt1iqDrTB1O+9o1vkCHS7w/wy4rAC9Ano49b8CO87Zo0TXj27BECFXmWYBpdgYvjHF+NOr8WAg/un2AYDmmcEyUheZpimjqjUa+T4zclmq5+Z+v8d1MUfuVXfoWf/dmf5a/9tb/GYrFgb2+Pv/JX/gp/9+/+3W8/5m//7b9NHMf8xE/8BJ7n8QM/8AP85m/+5rc9UgC//uu/zk/+5E/yQz/0Q9828/7yL//yd3MrAAhCg2mYtE2DZTlUdYsf5Gw9n7IVUFSVVlYpaoGNn/Dk4RFFUXUfHqGlqhriNEDVZNy+i6IuKaoSEJEUCcfuEfgBjShgmSZ5liEIbQeqtWzCLOX5y1e4PYN+30USxW4+onQS8paGvCxoha6tINIwNTtm37O3HqDrArLQEAcplqFj6GYnGRVaNFUlChMqoyt+aZyQFxWW4+D7AXlRIAoK240HbcPuzgxFkjl7c0pom+ztTZGVrnjs70+5uJizu7vD65cviLOIOI9pmgpVNzg/v2DkDqjKioHT53Of/Sy//5X3EFoQxa5vbOgGqtENQ99++ohg65GXGTQteZ5xcHCEY9v426ATBKQZ4seYHkVSyIuU7WKBKcn88c894/hgwP/8H/5XXr86o0gqRuMpsmFhTYdcL2/58PQF48MJmiFxdLSPM3LQDBXLtqgkCLMEM1NRNQXbtkjSkKqtECWRWmjI44Lnrz9Ct3WOHz6i59isgzVHx3scHh7wnvgeuVhQ5hWiZJMh8h/+1//I7ek5fcPg6vqWITmnL1/i1zF76gFtBcZun113SCPKKCsDoan52tc/YHcyZna4jz3ucbtYkFcFzmDAdHcXCpFBo3JzfYOYVTi6jaSopHlEHebYrYpijdBMGUWUCKOEXBUwezZClmNYPUyjx/WHZ6Rphjdb4FgWlSlS1wKyINNzXJRKwJtv2K43tELFYNxHtDXiKuFbH3xAXuSURQV1g6GZKJJGmdaItQCtQLjxGQ+HZMOEbJNSyS1CA0LZMOgN2Jobsjxl53DCZhWhamrHmZRlmrqlKLsWtySIZGXBZNTHtkz2xkNoW1RNZ+sHXMp39AcDem6PII4Iw6AzeVd5d/qvSobDPmVZsrqbk1U1VdNgGgYVUDYiedOyv3eAKomUdQ2iBNTkRc5muybNMwxdYzzoYRgyliXhuAamDk7PRpIFEFsESUCWOnl6W0uMxhPSJGO73dIfuIiyjGHoKJJO3YbcvbpE02QsU8OPS0bTCZIioasKR0c7mKZC2wpEUSeSyIqK1danbEGpRfwwQTVULENhb38Xoa7YrDaousHt7QWyJJPUNVFWsVgvyOKEUBH51Ltvce/eHv7mjqxpODt9ycC1uX+wj4jC9d0CQdQI4pyzs1sMXUPTZaqqoSg7UMDSWBKGPmLbsDseUSGRJil13dBzeuzt7BInEbc3N2y2a77xja8z25mgqzJ99xFPnzzm4uKM1eKWvmujKgpl3tA2kGYpSV50ylXdYLkJubpdoqkCYbRl2O/z7ttP2BkPUTSRmgJR/B9AnHAch1/6pV/il37pl/4/FA6Bn/u5n+Pnfu7n/t8+ZjgcftfG3f9XV89xkESJtpWYTKecXdxwO1+g6gZ5lBEmMXXb9c5106IGREnCMA2W2w0XV3eUZcXu3i7L1R3eNiAvGjTTpBVagigESULXNYqiQFYkRuMRkiCxmC9QNJW2bsnykiwrGLguu7MZlqUjyxJJHKPJ7ccfUJWeY6PLEmkaU2cRFRKSqiEJInVRkZQJhtFhaaIgQdcV+m6frCiYryJadHSzU/KpahctIkkyw4GLoqnUNRwcHhMGPqIk0wgtWZ6xWNyiqDKi0HJwsIs7tEEWqLIa17IQFZWb6zt2d2ZYgoIiisiiSFk1aLZJr2fRtDV5VuC4Jg0lg6GDJMpkSUZd5PjehrpqoG3pD0fIYkd57lIgRZoyR6gyjo8ecDu/YdAz+EOf+SRJmnL28pJwseHdx2/z7O23+Op7X0M2NJbrNZOdPg8fHGG4Bq3UoKoas4NdkjDAMHRm4wl1WSGJAqIEvUEPyx3yn/6X/8Lt1Q0Pnz1g73ifJEkY9AekadTtNIcGzybvUBctF68WbHyPqWNx9JnP8fYnnqL3VV68fJ+LN6f0jsbUVY3dH/DZH/zDnL48Y3G+YLPY0NYlVZZzVS+5ma9QiwAEEAURTVGRWgGxaZF0Dd22yL2YN998zmR/j4HlgBAT+iFVUaGZCo0qEKUljWrQVi1FVTO5d0J/MqMsWpp1SrkOkDSTTZwQeB6Z7yEgkqwCjFbC0jTGkym7x3tsk7DbEasacZzgb0PGgwGW7SC0Mk3RQiZ2vkFN5uLNJRIirtunKiN0UWd3ukuVVxzfP+LFBx91SDGhxTQM8ijBUHQaqUZVFSRJwDQ0Rv09mrrCNiR0ulDQ3nDAq9eXOJZF9nEIYF/V2H/yFEEAP/AwDYMkjEnSjL5tUzp2F2PStlRNw9bbkiQxj3tHVHVLmacokgJtjRfFyIpEr+8wUVyODvaoigRFAUkS6NkaOztD4qgLgey5E2RBIxFSxKQkyQqkPCOOY1brNe7ARZIEZFnFNCyiOKPn2FR5SytJ1ELG3sER1zeXTHcmTKZT2rbio4/esFovGfRHmE4PSVZIkpTLyzNevz5jOOzz7MkJAi2KqiBKkCYxpm1gagaWIDBWVBoRZEHANSRMXcSyVKTWYdS3yfOCxd2G4aj7O6OREBWdq4s5wTbg/r3jjgihtDR1TVplbJYrhFbk5OiQtJBoRZlIVtn6PlmUsL87w09Cbq6vGcsTJpNJ1+WpC1bLOfdP9nn85AHf/MbXcV0Xbxuy2fh4m5DRZEIQFKi6jmqaPP/oFVEY8eDBIYam0XNcTk/PuDh/xSc+8zbT3dHHtPX/79f3NLuvaVqqqqRpazbbgBYwbZvNJmO19ths19y7d4ymjkiyGMQRtuMQhBFbL+Di8gYBgeXKQ5R0TLNHS4bveSBJiJJMXVcEWx9dM2jqmiLLaZuWqsppWpHd2Q4nB7uYhtENApsKqCmyDNFU0FULxzTYbrdMhw6DYZ/L83MMWetioluRthbR5K4wOmYPURKxbYGe0yMMQ97/8A1rzyOKCmwb7j84oSgrrq7uOD48QJIFBEFmu90gSBrD8S5VUSCrLaosYpkGjx66iKLAwD2mpkZQJPK45otfeo+vfu09/KWH1AocHuxgOCZLP0K3XaRUxrZ0hkOHss6wTYs0iahVhelwjCyKxH5K5PmMJ9NuZqdbXF1dkkYxoqogyCJ3yzXXdwtEsaUpS3Yci3ceP2Qb+ezt7PL66y85nE7J04KsLDBsm8RfYBoaDx4f4Y57lHVBz+1AtXGTkyZgm0d8/atfxbANepMxgixzfbVAqirefviY6cEOZZWRZBWrzZrxeMTF2QWu46CJOls/QbcUHF3BsBT++J/4QQYjl4ur19zdzDk4OkQcWbSiQJKmtJIIqkBRlRRpjtvrUas6uwc7TGY7NHrLcr1AFWU26xWXl3PSuc/Q6mNaFsU2xJVMilWEv82Qc8jjDs+l9VxoBUzbQZBl0iihP50y3B1TNaApBrOdPW5Wc1bLLUVT0coKpqYSBxFNUmDoFvu7u8iuThQHlJToqsJys6UoSnqWysvnpwwnQRdTv/RZXa+Jo5R7DwVWyzvaoqFFoqpbmrLl4vQKKzR4+9NPkRWVNM9RTZmqKqmqElnpVGSiUGOYKnHsIzQqfctkf2dEGkVsNhtMQ8fRZSjrTjYP6KpET1MYDgdoh3ucn5+iGDKP7z+mKBumwwHPX79hvfXQbYu0qhElibzo5NWqKOJnCXlZsFiuGA6HHO3tcLQ7RaQhz1tUVWAwdHH7NpIIuSyhqDpV3dAArShg2xZ13SnV2gYc20ZTVIIoYrVcMZlMsHs2b7/1jOff+gjNrKjx6LkGq43GertltjsmzWIub+4IAx/L7jOyLMI4p6lqJFFiPBkx6PcwTB3TNFBlibUoUBYliiqT5XkXIuraeKFHmcZ87vvexVBbAn/ObDLk4b0HnL454+5ujaaXJGnJ9e0dL86uafKGUKxJkoLJdIguS2ha16VJ44Qszxn0XOpNytLbIqo6gtB1pfZmO5iBQV0WBGHI3fUttmPwfZ/9JI5tkOcJPcfmwf37eFuPQb+PgERdNtRtTdM0uH2XPCvRLZtev8/TJ4+oi5S3337GzfUp69UtfhAiKgJ5Xn1H6/z3dJFq2wZVUREkBatpENWandkBt/MAdzBktZrz4P4+i7tb6trEcrodiBd4+EHM2++8zd3tnBcfnrF3cExelEiaSuaXiE1NGcfYlouq6hiGQZp2Ed2ObWFZOtPRgIFrU1UJcZQg9ywmA7ebVcgyvWEPy9DY29+lzGfMlwuSxMeyDUyjk7Zmecb52Tmz2S7j4RBT1zvGV9OyWnucnV2gyBbTqc3VzTU0AZPxgMPDB1yeztlsQjRDQRILrq8WhHHOaDRElSru3d9HEATcnkNZCsiqjGFoVMA3P3rNb/4//jNxVBBGGULVEaUFOcbNGipatFZEEGWKqqKoC1RVQWwbbMvCsQ00VYKqImpLoiikaRomOzPOT19RI4IgsVxucMdDbMfm9dUt//krX+ZPfN/n8DyPrVAi2jIHjw9ZX93x6tWHtFcKF6sryrZCFUUenByzv79DmPmMRi6et2WzXtK2LRsv4sXrj3hz8Zrj42OSNEaQZNIkxDA1xu4O9x7eZx3O0U0blhXeYkUQpowHM958eI4oKpRZyF2wRtk94Ob2lLLeYTbe5ZNP3mVyNCOUCr749S8Sp0uOT06om5woiVAMlbW3QdUV1t6ar3/1K8xO9mnEhqTNkEqZN89fkK0i5Hv30UoBISmxaoUkzbm5vcI2LNI4x3UdFFEmLQp00+gyx1QDSzNIw4yyCFCKGlVS0GWdyItRLY2DgwNqsWV1NSdcB+C2aKJBWUcoMxvNNkmzjLZusUyL5XzN7eWaMhHwlxuCpcewP8E2HTZrjyxvqdKSVqg7dqWi4a0D5ps5bt9BFERoGnRTp8jo8pcQutmjYyEAw2EfhQbLUNA0mTITkSSZsqhpawFDU9kZTzg/P8PSe/ibJaOByWw6RhEPiOMYt98jiFNEAXRJYmc0xB6PqaqKnmaQpB3lfNTrgaRQJAmKJNMzDRShQWwLDF1FRKQ/cDAMlSyJybIEGgGxrxJGGZZlcnWzYjIaoRkW+Am+5zEYDgjCGMMwqOqGi4srJFFmPN7lydOHXN+tuLi+JvTXxHHI3WpBf9QjjAKWG4/ZzoSDgyOqpouGt50ekhhhWyaObeFtN5ydnbG/O6NtWxzHJolSVEMkCn0+fPUhb7/zFmWZIDQpjx8/YbPomIyDvsO1onJ0eIRh9QkubkiKBrM3JIkz/O2S16eX3H9wxGK9xbZAaEUM3eL6ZsN7z8/IkhzDsvGiCNt1yHIR3/fZrlfIgohtmIhjgV7P7vyV/payCLFtG0PTSNOc5XKDqpmMpxOCJOXk4QmypHbJ6K5BmWXkRcbRbEaaBQxGFtDHsi3Ozy5Qtf8/oKDLkoAoNCA22IZOz9aZL7dcXbzk8vKO2e4OQlNw//4+UZIQhBE906KoG+yewcn9GYatUZYNUVRS1DmL7QbVNKFp0BSFqkwxDIMgCEmSDEmU0U0dgRqJir6joRsSUeChiAa2pXGwv0OaJJRFTpIUrFcipm0zGg3J0oQ4iPC9LbZjMxi4PHp4H0VRcRwHTVY5u7wiiCJaQaSoKobjzmtxeXtLXcn87u9+nc/9IY2kEHj93svOwGfozG/nUEFTSwyH3e9VNymiICLLAkWZEicBiuEQZAWnV3MODu/hzS+p8pKR20fUdJz+lNM3b/CDDHvYw3EHSLJIlkZMB31UVURTVZqmpqVB1kSSbUI4jymrClWWqFqRhpK+2+/4aElDv29wu95yES05Ge/jKAaXp2+gkZF0mJ3sEFclxbyL4U6ygq99+cvopkAtFehLnWG/j6aI5HS99jcXbxhMhuweH6DpJnlRohoWtSTy3vPnoIvYEw1Flug5fe7u7th6Eacvr3n+jdcolcj92YB79/ZxDJVvPf8au/4+n337c9hWj8lwjFCE7O/uEqYh47HL/XuHfOV3vs7+0SG9Xg/dUtFVmfn8mrqs+NaHHzAcObRtg2WrWAxI4pBhf8rQHVMUNQPLpeyVZFHKbDajKgvyqkJRNAxNp99zqcuSoszIwwxFUmiqhqwqsG0HqcgRZRmlFSiyEqkVGPb7pGmMF/vY+wM0SSFcBxRZyag/pBVaUj/HdV2SKKetRIa9CaqigQKW61IjoOs2gixQJDlZnAINkiLz5uUFByf7CAK0tNRVS78/IFhumY4H5EVNAzRFRVLGuJaGrqtksYKIRJ7lrNcrRFHBNi1m0wH3jg9pmrKTbQs1piHhOiPsXg/Nl/G3PqaqMh1NSNqancmYtmq5Oj+nzGM+/al3KJKcJE7p2y7T4ZCepdG24G29DtmEQPtxgJ/rDMiKgvXap6oavvHN17x4+RGzcdeuOzm5R5RmfPTyDbZlsTOb0SKxuz/h4vSSq4sLptMddFXmE+8+I81qXr45BwTevDmnbko03aBFIilyaFpEQURVNEzToEXA7Vms1iE3NzeUeYptWgwHfWghjVNUVWY6GjKdDFneJYhU6JLIbDrC1FXKoqDn9Hj1+oq8WDGc7aFqJvkmoZBkJvvHZKXAi9cXFGXG84/OMDWT/yd5/9Fr25ql6WHP9H7O5d22x99zTcSNyMjMSMMqFousokgUJYoQ1FGH/0j/gBDUEthgkZJYFJmqrFRlZrgMc+3x52y/lzfT+6nGPKB6QnQIMFCrv4G9N9Y3xveN8b7Pq8kyr1695W7tYxoGpqK0OzfdbLPpkhawLcoKtRCT+geGusJ4MmS1rFvmnq6RiSKBH9Lt9NkHETUCkiChKDJhFLWiNLElXry/uKPJC3oDjfG0g2Za3N3eM5qM/t0Y9zV1jSDVINTkec5qNWe3ixj3R3x4e8/97QpNqlH1IQ8fn/GLv/8VVxe36K7G+fkJNDWzoyGWYfF3f/sPHI2GuI4OgoTpmNQV7PYBcdRGPGd5gm05QM1g0MNQBWQqTEXDGg7wDANFlul0XFRZZLfN/+e5M1JDXdU4HZuibNU2RZGTxRndjocoyDimxWK5JE1Tbm9v0Eyb7mCIZhmkWcHZ2RmL+ZLDbsMvf/uanZ9hmQaypPPqzQWyrGBKCllZEccFm82e4cilqiqqqqQsS9I0p5JyiqphcjLj8z/6guHRCT//m59T1hVBHLMNfARJxrJttts9iGCaMoOOxWazJY0Czh+eYOgKaZ4iKRLj6Zg8raAWMU0D07RbnJRQc9jvUU2F4WBAoylcz++ppZJH43MGqsXf/+3P6PVHGH0VxZIxHR1Zk/FUG0WpWS6WyJbIcNKOE23HpqJBUzUO/oFOp8faP2AVFR2vz9FxlyZReP3z/5a59IE//xd/TnpIubq64Qc//mNEWWF+taDXO+Hv/+pvMU2Hf/If/gf89tX3dLwelVRxyLag1Pz8N79kk/noHZPpbMZqtaLMS5Io5i69pTlqODp7TlHkqIbJdrun0+lw+uiMosyQTwXyQ4aGzEBzKXcJBTVxnlBVFaIk0u12KMocTTNI04w8TcmTFFVRMBQNRVYQEWgQqRoQBQFRVGjEhiRMSNIEshJVNigkGUVsODo+JqYhO2xRRQlREgnTBMexGfRnvH35AcO0OWx8/DhhPB2RhDGKLJM3NaIkImgymmigihICLbk9ibKPVguohQbdMgl3B8qqpKobOpZFFEYYmkBZ1SwXa2RBYtDvk8QZpmFSVTU1Fd2OB9QYmoqiCDiWidiUxHFEFBwwTavdo05mpDTsdwFlljEYjlmt1uyDAy/efkCXVKSqxpR0RCSaRuT9+0tEUWAyHeDWAlQNTSNgGBb7Q8Tb91fs/YR3H+6oq4pBT6WqoSgqHj54TFm1Te7i6hrbNOl6PbJRwa9++RsswyHNC2zLoSzbPCjT1iirElXViOKwVR5LEvvAJ01Sds0Ox7aoqhJFEnBdB1WRub654cHpGZVlAjX7/Q7NMBAE8HcHpqMxUpUQhiHT0bBVhCotE1FWFRAFbMuhKCrq6uMotCjZ7WPevLtDlGC92SBJMg9OT1nsfERJxu14VE2DblostzskRWY2nTLo9ymKguw+pzfo4/X6vL28xlRlOr0elmOjKDrbg0+5DhEVFVkSMW0dQW6tMHNq0iwjilM+3F2wupnz4588om5K6lpis11yeXnLg4env1ed/4NuUqqmoOkGkmpwff2egx9RFBXDscNnnzzh/cUFt9d3CGLF42eP6Q8GXL+65bOTCa5rsvP3SE3Nzc07Zsd9VElFk9vQadN22Gz3VHlOkiQIDUxGE0QRQt/nfNrns2dnDLs2RZ1TZCnjyZg4jvC3B+I4IfB9RsMB0LQmXVHAcQb0B300Vce1PKqqRmwkdrsDh8Oeoq7wOi7PzGfUgkBRQ9WU5EXOYDBGUW32fkxaqwimQlBmhOsdhzRDVRtsx0JSNPJKIEoa3LzCUBVUTaYIGgRJoqxqmqbhJz/9MV7fI60KLNck2sXsgoz17i1HkxHjown7POQQhay2MduVTJmEPHlwir8PyVTpY+qwzPsP75iMZzS1RBgHmLaJ7bSxCIYq47ouUZ6iRwJXq3tErUB3FSq1otBFtvEeu2sR+Slnj0/Iipyu5zId97m7v8B1OwyHY2gadEMlThM0w6AjyzRNg6KoiLLEdu9z2KZcfnfB1ctrNm/v2cRbfvBnP+SwOiCWoBs6H64vsNwOZs9hsdzy/v17Hj45QdFVwjDi7f1bTNXgZjfnbrNB35s4O4siy6AQcQyb+dWGzbo1anemPWRFJksj7jdLjIGD45nodhtRvl9vKdOcbs+jN/LYrffIhoyQw+GwR1QVFNlAlEWoBMqyaJtRA8v7OYZh4FgOTd1QCw1N3dL4O24HU8/IlYQqLdrYjaaEQsTfbCk2CbKpIykylmmiawJ1rbSAWxmCoM1jqytYrhZ4Q49cqKESUVUV3dRp0oI4StEtjcV8iSQ1jE+H6LbJYX8AoCwqLNNEqBtqocZz+/S7I7quzWa1pMwzNMOiP+yRJRlJmhCGEUkSIglwdjqjLGuKoiJNMrp9uzWSux3SNOCwa+kXkiBwc3mNJCl0un3COCYXKtL9gWC1IU0iVFXg6GjMwOsSxjkvX33g2bNHjEZD8qLmbr6jKCR2+5ztIUMSBQRBRxAV1psNnU4HUZI5hBG6prHbH7i6umYynDKbHhGFCaqmUeUFRZqiiG02naEpqJqKZWpMx4MWBbTekOUlDSJlVSDJAkkatWKsNGU4HCApIqIsouoqJ2cn2LZDmuXc391z8yFBaGJ6HQdLsymzlLhJ8cOUJIroD8bUeUaw26DUFZIssJqviFZrDocB/VGP7T5FkmGclfQGozbWpihIioSykbi9u0cQBBoEvv3261ZBW2R0+n3WqzWSVGMfH9PvdRCEtpa9fPMBVbM5f/CQN2/f4Ho6D6VzRsMxmqa2AjTdojeeUUYhgiSRlSUCCstlxM31JZLy78C4b7XYUCBS1zHbQ8z3L97iun3224i3b97z4NEpkuBydnqGrui4tkNR5BRlThD6WKZOHOe4rkW/N2F+N6cuG1RFZb/foMkqiiygKRJZnCHLkMYxUlORxhGRf8AQG4qmoCoLvvnme+7v7njyyTMsq0eaNpQFbLc+aRHR73VaKKmu0ZQ1RZlBLbJarTkcfNxOh7IscTwXqzGRDYNDEHJzsyCMUsqyAknG9TrswojlfksUh1imRSGJCE1D04gkWU5TicwXa+o65dHDE0RaD5UgtyDPJE2YLzcc4j1Z1jA5GvA2vCQpSqggjFNKQUA1DAShQRBlDmFGR7dAULj4cMNo2Mf2XGxDo2lE4jRHVhVsx0GUa/p9l8APkDWVw3ZDo4hUZYKpyhiSQpzFHJ90+S//y/8tt6stVx9W7K/mPH/6nJOTE8q8vVWLpoZiWuQl2JaOH+2wDAN/v0dWVFyv00aW1G020F//T3/D7XfX9MYTBFViHST8zd/8PZQ5y6c3HD9+yKDXQ1EM/jf/6T/jZ//P/5Gf/eLn/B8+/c9QbZFKVPn6q29QBZWLyzs2+4iHT57gNwmH/Y5hZ8hP/viPeWddsFytefX9G5ylw+c/+BxZUui6Lj/44nPCLOLlt9/R8zxmj05Z3t6TahWaCZbqYjQaQtIg3C3Jy4q4zFAVhZoSVdExNI3tas12veHho4domkaYxDRVG+lRC7BZb/C8DopmEuUBNAJlVrG5WREEPofFmsCQ0VKL8aMZhVxTFg29vsfqfofTtdmvCm5vrqmqmgeDAVmTM5+vMCwLSVXaXaUooekmYiVSCwWKouLvfPJ9iaMbVHVDGMeUdcV06BGlGUEYIgkSjtthdT9H0Spsp4Wz1lVJUWSosk5V5Wx3B1zbxjB0ZDUjTnJqCgRRoWhqwjiikRXCIKJpRCRBQhQkgl2MZRroqsn52THj2fBjsKjLr375axbzNZosMBhOOUQJL1+84+Z2yXA4I0ohyes2TqdquJ9v+NGPviBJQ1yng64ssE0H17Y47H3Eeo0q66xXG3TDoN8f0vW69HtdirL920RVoSwL4iAkDAMUVcVxPWhE9ocdbqd9QRmGStez6LguYRCQpzGS0CokHz8+4/LqFsQpm+WCzcInimvyvOL9+0v6vT6e18OydsymI/Ks5p/+o5+S5jXvL6/pmya9zoDNdoMi6/QHQ+q6BEHgwaN2tfDddy9Yb/ckWUFZN5RVyc1yhdjUnI+nKGI7qTBMBcc1ubq44OrDB7744jl+GNMICqphEycZ06MjDEug2/WQFBnd0Fku74iSElmSUaQCP4vQG4WLD+959eYCUYBXry9/rzr/B92k0rLk629fE4Y1WQWSYnN9v2a72EFVcfH+grMHE4osZrNaYeoaz54/pD/o4jg6ZV2SpT5iI7Jer3j8+CHr1Z4oStjt/BaCeZA51BGGodBxbbBNqiJDkUUWiw33tzfUTUOWF6yWK3q9Hm/f33N3v2R5v+Bk1mUwsDk7n5AmCf5hT9frUksNi8WcoqhJkgJV06ibhqouSNKoPaxiTZnGCJQ4hkFRV2RZzuPHT7hbrrjdrkiKEk0SkTULpRYIohBJFMglAYkcXZVYLbdMxj0koY0E2O73KLVIz/XIa2iqnLIpmRyPsXSH+4srbu4XFIrA7HzGyfERsSTiJyWu1wdBYXY8RJZgvdmRZiWKonO/XKJZGnWdUdc5Xa9DXRfsNgdkVUGWNSbDEY0gEW5DkjjGGdgUTULP0+BBF81W2mYq1kiayHa+xXRsZFXll7/6JT/+ox+QpzlJmPHdNy/o9np8+aMBN9d3jEcTJCQmXh/6Cf/sv/iP2Qsxq7s5t2/fUaYC//pf/zWfbVY8ePYUx+sR7GN6Z0PKeENSh8SRjx+kmK7JyeQc0/H4t3/zS+IgZns7Jwj29J0+oizwR3/2I4Ig49vf/Y4w9Ll5/QHZEPjiTz9jOhySVF3qpODu8oq6kzMaDynKml0aIOQC6/0G4pqqLNkHEbKsokrtkdRFnW20Zx/5jCYjRqMhBz+gbmrCJEGUZVRdZ7vdkSUZpqqjiDK6JrV70Ps1eVFSRjmSKGCqBl2vR9FULOYrLMtgyZLp0QRD1tjMl8iyjOs4iJrE9fU9eVmQ5TkGMgIS91d3dMYuw9mwlVVHMXUqEFUNhaJgWTo0cNgHdDyPOE6pRYGZOcRxPfI8ZXm/IktzdFXjaDKkqRvC0Od4NoW6aTl/3TbE8uAHJHlOkqXoukmcF5iyAZJGmEQUcYZrOfQ6LifjPufHM7IiIc0rsvWeu/sNWd4QBAkfLhYkRcz15QJRUsgKEVHUcTsDwijj73/xFU+enCJ9/xbLMHBsmyBMoRZRRRlBkLm8uEEU23EipchhE5CUGZNOB0ECSdewuh3yLON+PqfjuoiyhKrqxElGjd2qIEWwNAVBAJGSukrJ8wpFknAch6bKEeoKRRR5/OQxR5MJ8/kKqoqiFPCDCNvxePDwrF11FAFffHaGpmkMezq/+PW3ZFmIZWmsNguqEjRVxbE8zh+esFwsMQwLz+0gZRkH38dPIozGwlA0tts9hq5iKAWz6UOSNGK9OTBfLikakcPBJylqiFNsx6XjmChKTd3AYrmmqcG1HTSjpbCvVztevbvl5csLyqJGVDQMQ6P6XyKZ939tnzBquLpaI6sWluuh2zozp4tledRZxF/89HN6fYPJZEySFeRZSm/gQtPw/sMHkiwiClP6vT6KpLDb7T76qhR63RZ1Ypsm4lht4ZVC67OyHA9ZklrCeJyRZzm7zRZVUZFVi/lyx83dBsewmE6PefR4gm0rrblWUTENjbu7JXXVsN7s0HQDS1W4ub9BFOFh9wGmriJJIIkN0/GIIEh5++GCQ5CxXAT86quvyJSGvKkxqgJDN5GK6n8e5ymShCBIKJrOZr2n1+mgG63HyXEkBMUkX60oqoqyqNnHCWIF5WGPJEl4gz4NAl//7mvWdwsGwz7+Zo9SCfhbkePZgOFwyHy+xLF7TCYzVm9eML+9QZFOmEzHLZki2JPnJWNvgmrqJHWNJst4zpA4iSCqWlKIkeM6OmVRMV+l1BRkRUm312G321OWJZZpUOU1h0PAeDDEcTzOTh9QVg3fffeCKC6IgoS721s++fIpkRwjawIVOZPjKY8ePeTV61dUTY1uqOw3G776+6+Id22q6evv3tA56jGeHeM4XdRGZ7vZcDwb04giQi1i6w797gB9ZiFLCi/++7/G1TVcuU9V5Qhag6XqLOdLtr7PerOhKEtESSYMQ5pGQEQmThI0UaQkJ8xCGlXibrVAlRVc22GzXSEjoSsKZV2y2W4oqgZRlqlFqKgQaTAtkzwryOMMSzOQVR1dN0hXKwzTZDKeETUZsqRQ5q0pVqIlteiSClVJv+uRHHwOQcjXv/2KwXRMr9elNxoShyHxLqRuGgbDIWZHo6hLDn5GXuY0BRRRyiefPiWIDwiiiKrq1I3A3XKJkzp4lklV5ui6Qtc7IsuydveiyPT6HrZ1Tl7kCAhUTU0YhBwdn1DUNdX6wHQyYf/qPZu7DVUFmtWwW28o0gzXdTmbDRmP+yR5ytfffIdtuxi6geF0kLKG1fKeX/zmewxTpywaXM9kuTm0EGhRpGokGklntUu4X77A3+34ox9/yXyxZjwcsV6tGQ0GFFVJx7LpdwdcXV6z2xwQVIWnT55imAr7+EBdZESB36aBByFRFGG6DiINu11GHAWMhx1MTUYUYNTvoksC4/EQWVLYrrZkcYilqnRstyXS2y5FkZPEPiAhSSpRGDMcDdnvNziujmnKKHLF2VmX+X0fzRjw5v17EG3qWuKb33xLmWd0PJs0Tvj++++pBYmShizPWy9VmhAeAnabHR3PQ6MmL0vu5/fEWY6gO1wsNtAIqJZLWpSUTU0Yh5ydTBAEAU1TqdQaoSMz3+xaEok9ZLHYk0UhX/7wM1RVRBIEOr3/BYgT/2v7/Mv/9t9gOQ5f/skputVy1JI0JEkyhDwmiedkjofbOUEMK6JYQVVEVF0naxy0QmU6Ndp4AllFlRREKsS6QXYdgigmjDIs08QvA6IwpttxmYzGlHXNzXzJertHbGoGgxGPHjxEUkTii0v6HY9Bz8b1TFzHQhCrNj1WV9kd9vhBSJq0WS+9fh9d15mKAnEccNhvyWKDLE+RVQPbNhn0B3jdLn/1N//Af/ev/kf8MkE0dcbHI6AhDxOSKEW2HAqxwHMs6izh229e0PUsNF3BtF1EWcHQdPbBnmFvwNVqyYeLCwRFQFVVFhd3zCYTalEgz1NMw2K72jDwuvS8Lod9gFDJZFmOLCuMxkfs9z6l0CDI7QhgHye8u75i4NoIioRjaOz8Lc2hQVBVmrIiOOwRhYbt9sDpgxPytKDrOmh9lcrPyPwEq2eTZTGa1hoObU2nSAuuPlwy7Q+ZDIcMe0NUw+D45AxBUljNb1FNldNPT9EGGpEfoCoikmrgJz6f//AzVE3B8SxuXt3z1V//FkNR0R2ZNJRxrR6u5fD1y2+5fbVgNz/wZz/9S8K0pOvEbNZLIj/k0+c/YLNYU/khaiMSpRHPf/wpxsgGR2Dnt9EhnU6HfsfFdl3qBu7u7ul1hgiKzP39PY8ePcJvMgzFpCtDWZQ0mkinO0JuZAZel/3tit3ep9PtUVKTpCm2534ssO0otmkK9n6AorYjV1lVEWW5pTEgcjiELL/5nqOjU7Iwp+N2mY5n3N3NqZKCpq7o9ros1iuyOGUfhTSiBHVNHCekaYLuakiW0e4vQx9NtxCKGkEWEBERBQlBFNAVnTwrECQVx/ZYLzdYmkQSpZSmiaEbfPb8E7IsJfB3OKbOfr9hNV9xdHyCqlpEUUwSpR+/I3vEplXzaopKGAYMej0CP6DICtK0pCwarq9u2G4CZMWgagQMy2J2PKIRIQx9OqaHUtXEeQnUSKpEUVUUVYmiKMiahm7qZHnJ199+T9d1mM6OsFWJMs9J1AiBGlFsWt9gkdEfjMmLjCJImEzGBHFIGgWsVjGSLJMkMeUqR1U1Op5JmgjYlsFo2ENXFaqyTTwo86QlYmgquqiAJrTRI3nBbrdjf9hRljnHsylJmiFIDVamY1oapqWgGy0kQFFEnj4957AvcB2bo06Ptxcf+Olf/oSriyv+6//6v+Hpk8cUeYmoipiGyumDE6qm4cPFJQgiQZiQJjmmrtGoG8paohI16ob2IltWSKKIYZk0NAiCSFGW7HYpu23Axfsbihwsx2O3OdAIAqauYdoOiK0UvqlzHp2f/V51/g+6STWCxk/+5KcMJj1u7++4uLpEFCSUWubxcYvw11WTxXxNQ43rGIRBhCzXPH5wxma/xXYc3r59h4jAcrlGkTU0xaQSJMIgRmgEyjJHVxS2Scy1v0MSRfKiIs3L9mVlWExPjjBdm+urC+qmRqLCtjRGwz6q1r6K+r0uoiRQFDVpWrDbhxiGRVU1/Pa3v0VVNAb9DpVQEWYhmqbjWCaqKrXjpPs53354Q6HAydkZldAwGg0poo8+LUSiOESV7PZLZNscDmtM2ySKE5xOF4A0Tany9gavihKmqiNQUxc10NBIAkcnR9zd3eLJNkPPwzYtoiBAkkRs20EWNdbLLbGfst0eSMoUwVCo6oa4KKglmV2UsFsteHhyiqarFHlBWZTIgsR6s8IyTU4mR5iCiCVpeKKGqojUgz739zukRMJyTZSOBoHA6mpBvq+5fb/lN/n3bLcbus4YsyPw+OFjXr+/wDAMqjwBteR4OOMgyxzWGyRdx7YsKio0wyI4HJClhtlsxLDT4/zpKSePxwhFzvJmhdqoXL+7YtqfEh0OfPqDH7E6+JRxSp2UXLx4S7T1SdcBum0h5BWKINKxHfSxSValKLJKnGUooshuuyMKI5IwIRUzskPG8nrF2dlDLM+lqeD44SmGoaEaCtvljiqvkVwLLc1ZzXfEqxWqYyBZGkXTUKQhZZ4j1iKWpCAZMmVRUKYwHo4o64bVfkve1JRRiTvs8eDoIW/eviUKEvbbPcHeZz1fYRkmnz57yk//0Z9R0/Dy9StKGmRZRgTyVY4fhgg7iYbWn+hYNo5nEi0jwshHVGXqCoqipCwLNtst0e6AZ6l0bBVd1zAUGdm2iOMQQYBBr0dRpMiiRJIlvH7zivOzR+i6SZ5ndBwXy+yx3e958vgBaZqzO+w5e/yEm5t7Xrx4zfdv3rMLDpi6wezkhNGoiyhJ6IaB1+2z9zdUVY4kK5RNRpFlCJLEeNQnjEPyIkVWBASpwfUcHNtEqnL63S6WqaPLErs4IopCDE3lk5PHlJMhZ6fH3MxXvHv3/mMqdsh0NiPPUkQEJtMxaZoShD5lXZBnMaPRkGdPH1GkIdvNnvFwwKDfx7TaFAdLdxEEkZ//4je8efse1/VQdQ3NUHEc4yOFxkTRBUSxwrJswiggTVuSvB/EIEKcBEThAa/nMRkPmU7G7HYb9kHAxfU9oqQyGPSxLB1RkXnw6CH7wGd+t8bpeFA1JGlKFOet2VcSUSUJ2zComgo/SFBFGUPVOJr06XRNtps923XIch0iCBJVI5EmOU0DUgMPzo/b9UaaQVOSJMXvVef/oJuUohoUVU5Vltzd37UdXmgYdhw6XYvJtI+/T7m5eonX9RiPByiiQJEl5JmMqStcX16SZTmqbLZpt4bMfr+CRma9OlDkBUmaMRz1mR7NmN/PSfOCmnaWDg2j0TGmaVCUGbZtMeh1sVQVocmoypwiy8mFCoGGLMtJ0pKiFhAkFQSFm7sl88WWp4+fUhQNp8dHJEkMTYWhawiCiCA0FGVFv+thOg698Yj79ZIyyaBoyJIMxTBaubIgkOUxkqYzHo2YzsY0VUFRlIiChKbInJ8ckZQNYVGgaAbX9/fMl2v6oz4IDXka0+nYSFWDZRgIVXt7Mg0dz+uyO4ToWcl252OZDopgkNUFdeOTVRVXiyWyIFDHKavdgdOjI7odk6ubO5I8RUQiCUN2UoOpDBl0ujRpThnGdDUD+9igzGr+4VcvOf3pI2QEvv3tS/z7lPCQ8nX9FkEqcKwuz37wCVGR8vjBGcV4ShgeUBSR/XzFr3/9a0RD43gyAOD25oa6GdFzO3hjiz/9j37Mv/kf/g27b5bcbzugVPTGQxzVw7U6HJ2fc8gj3l6+ZTI6xlYtRASEtMKf71AllTTLyeKEX//V36KaMv1PZ/zgn/yErIjZbDYYusZms8XQTU6OT1nfH/jl3/wCHYW3ry8QDJGqyMmrHE90aZIKTVIoKvj6q285zLdYpYYgiwyPBthdhzTP0USZi29fY5Qyii5jWiaqrreJyaLIfLsmTBMEVUbXHGy9g78NSeOcKAigrBj3B3hWh9lshqpKHB8fYVkWi/mc6/tbVFPDsA3OrQdousTN7Q26pqDaErqu0xv0qOOSKPIxdQ9dbtFIed7GbYw6LseTPpoq4Ps+eVERxhEIDf1eF13XuL66wnW7PHnyhDRJW0q2JGHoBlEcM5vNWKzv6feHSKLMyzfviIMDRZ5ieTZJVbL0Q4ayzPFohGFp9PsdVqs1Ubin03PRdYU4SkmSmKKsaKoSt2NjWApR4ENTUJcpWSKSJim2ptDrugS7DUHTEAUHLNtEFmCzWXBycoqkNPiv18gKCKLcXrxchzjO6I0n1HVDlqeomoQmSqRZTFVnLOa3iELNeDjAsi00XSUrUrK4YL8NmS83+HHM8dk5VV0ShAFlkzEdnzKZDvBsHUkWaCiRVZEmbKhrsa1JScbids37t7eMhxMEYNDvsFzccn464R//4z/n/fsr/h///f8bp+Pyg08/IUgDOo5B13N5//4STdUxHQtNbS8ooe/THw3QVJnj3pB96JOFCbqqspovEYoMgRnL5R5BULAsB1GUqOoa0zYRGhGxqUmTHN8/sKorTo4mRFH2/6e6//8+f9BNKk4j1ssFjVAhijLDwQBNFrFVkbIs8dwBB3+LougUWcGL715ycnpMksdcXrzhT3/6p3xIYkREri/vWdws6fQH6KbJcrlmuz8gNA2e67BY3DMajnn25DGqrqFqKlEYIMkyhqmR5QmSqNHpOaRBzO3dFarc8PTJKXkWohoKhyBkvlgRhim9/oQ4K1A1CcOy0Q2XJC2QJR2QaeqGbselKsvWV6WoyE3DyHNRLRu70+X+9poqryjzirqoEXWB/qBPz7PRRWgoMAwNRIFut89+d0AQROq6odtTsQyNrCqRmpJkf6Bv25zNTlje36PQMgctw0STFbIsxbAMDK2DYdm8e3+NJAq4rkstSlRiK2+fTY7Yxz5BHLHfH9DrhjKZU2YNtmWRZhlxmpElGbomU6Y5TdO06kbbRqgbqiynLgUO24yH0xnlfYzbtTAVh5vFFhmFIskZTrtMe1OkRkCgJgl9RoMhgpgxv7vnd9dXyIrMFz/8DKfjkSYJxydT/L3PeNinIufxjx4Q5wVf/eK3kEl0ex2Oxscsr3fUmci7N9f85T/+c4bjKUIBmqDgmA5ZkPHi+5fERcrkeIJc6JRhTOb73F/N6d3OqesCw7ZQVJ0wiEjTAk3RGU2HTI+nhMs9br9LnMdAg+04dAZdbi+vePHyA/Eqw5BMom1IWqY0pkQdWjx9eoSiiGiNinp1T7lN2Ech0sdQTOq8JSU0DZbb7mu9QQ/dtgABWZIRhfYlkWUJ1CK2rqHKAuubO66SlO1mw3Q6Ja0y4jRHrBs03aCqKwRRZDQc0tQlhq5T1WWbLWUYOKZBz3OJQhlFhEHXpdf1UFUJQYAkjhFEmSTJWK42xFFIr+thmCq6rlOWDav1ns16QxDFJFnKerVgNh1hGAbr9Qbb0lksNwh1iSjUeJ5DVrRg6DAMsG0Vx/HYrLcostRSt8uaKIwRRAmEmizL8QMf7SPSSZZEzo6mCAhc+tckAhwCH1ORsA2NODogig0nx0f0Oi5RvGez3TIcdvG6XZI0wXEcbudrfvf9S+T3NxxPBjiuxmDiQVPieC06LYx9mo/exeVqRafjMp1OKfOGzX7Pbh+QFQWyomPaFr1+h+X8BkNXcW2dft9DEGqiOKSqqo9nWkAURRRVoTsYYS4ilus9ab7g6GTKw/MT8ixlNulwf3+LKDTsN3uuL2/pDVzevXhDnRWczo4o8qrFqVkurmXBZIAiS6iyhK1KGL0uh92OMsuIk5RXb3Z89+IdWZqh61ZrC5IliiRDVVXkRkJA5n6+xLQ0xuMBZVXz4sXb36vO/2E3qWhPliVUVcHJ8Yz1es2w69AUbSRBEMW8+3CJqinMjo6oDzE3twuePj9nv1tzc3XDbDRh6ycUkchdvmS9OLAPr7CcDpKqE/g+TlPzxaefYNsWDRJRHOH7MUezKYIooukqmiozHg9pyoLvb64py4wvf/gFVVPSCB8PODJlKRCnFc3W5+Lyip/88QhVt4iSnPx2hedZXH64QGhy/vRP/gjTMomTlDyPiQ8BPdvg5ME5+zjGEEQaWeLDzTVep0tTVTR1CXWJZhjIisio12c4HpAkbdRHkZWYtoGqKsiSjFRXkJc8fXhOkhbkacnAcTENnazI6bgeotBQ1wVxluI4JrsgYL7aYBkGnd6Q5WrLNtjSHXQZTHp4TpeDH1IVFSUSm80BU9EIggBJElBUDdPQkEUB17bRlZYI4e/3JFmObXUQERh2PH73D6+ZPezhX2558vCE5fsVu+UOVRV4/OCEw3ZPb9bhaDpjfzggyyKL+R3D/oCjn87Y7rb4hwDXdTjsd5w9OMO0dMIswFQ1ur0epw+PuHrxhuOzc0bHfcIk4uL9NevFhtlMZXNzx/rmjt064PpqzmQ05fLymovrG/I6Y/D4CLXrUig1tVhg9kziIKYscyRFwa8jFF1DUw2aEoIooD/tMRmPmMzG/O6r3+F6DrIqE4cJs8kJ4+6U29e3iKXEpXCNv42RbI2r5R3738acP3zA0BuSCRX7ww61lgjiNg1XVxUO4YGsrBBUiSxOCPyQ/miEYRrous7P//5nbMstogCRH5KGIY8ePECuBS7evkOk5svPP+dqccuLN2+py4Ltdkuet0GgVd4m8x7CPUWWYxoaA9ehrEs8z0aTIY190iRivalpmhrbMuj1+uz3hzbevGk+QptHQIkf7LHMDkmSsjsc0A2zNaHXBYIgcPHhPbvdjqYW+fSTJ7z7cMXmsCUNAmTNQFdkmrLhsNnzOn2F57oIjUiRZ634pmqAGlkW0RqFzWqD9nFE6XkOuqpCU6MqEveLFYfDgWfnJ6iTLqPJgLJIsRwNyzO4/OYtkiTjdWySpKDTcxEkkex2Tl5LbNc+lqHx8Okpg7HzUW3nIMtKW+DTHNO2mM/nxFlGnNYEh4gwyAiCBMoKsSrpeyc4tkHv6UPGox6qIpHnCXVTUFUZoqJQCVDXIDUlYRQiCDon5w/4zW+/J0xyNlufwaBDr+OwXC15/eoVnzx7RF7UrFdLLFttL/WmRV3WbHY+iiQy6nlMhn08t8PN9Q22aUJdITRg6yp5A7putvy+ssEwG/K8QJZFxrMxSRTTVCXRPiQKM7b7LQ/OZzRlSVSk6Krye9X5P+gm9enzJ0ymQxRVIktChDpDkV001Wa32/OzX/yCNEkZjId8uF5z+eEDk5HDyfmUyeyI9XqLrOgIksZ4MCQ5KRBkna++f0Fdi4RhTBRlrIUNTx4do6giiqKiahL1Zoem6hx8H1PXsUwT17KpyhTd0Oh1HQRBYLFaYhgy0X1KUQncLdaIkoZUlhimzWQ2Y7lcs9v5GKqOLCvsN3uOZ0OCKMWybfwg5vpqTqfbxxIadFHA0zTOZzNUxcLSbXw/ZNjvcHY8Q6BE0kQ6Ha8d/cUxeZojizKl1LDZbNmsNhwfnXA8GaEpGpbt8Jvffc39ZotrWFiWTRBH6Ir6cSEr0+QfSQllRVaUaFrD7f09Zd0aMP1DgKiITI9nVHmJa1mcjEZIZUFT5jx8dE4YhhiaRqc/4N27NzQfhQCNoFFXNbIgQF3R87rsdiFPHp+3YNddSnC9YXwy5tM/ed4KK1Sdp08fMjudsfZ3aKqGiIQkKAiShO3YNEKDbds4ps277QHfXDGbTtns1iRBShLFWLrEf/G/+0959vg5v3v9FS9fv8E0XTyvYrsJ+PqrbyHPqSuFd+9vePXda/Kywu11oBExezZZFdEYAv3RMYNBGz9eSiJJlKFbLXpG1w1USSMKIyZnM4QcPly8o6lrmrphMV/z/t0HPn32nB98+QNUsw3DrP0Fbt9hNB1TiyV1XWIIMqoq8fxHn/O2lii2EUWYocoyWZxSVyWoMkXSUtq3uy0I8OkXn6JIMrZtkWY5dd1gmDZJmvL2/QVZkVPWBZaus5sv+M1vfk2YZNi6gaUb2IZO1+siiSpqI1EWCaqlMeh4ZFmKQMPl+/foioSmShR5Ri7KLZw5ikEQgfZFEgR75vN7Op7FZDxCFiWC0CfJYrxeh6IsIGnY7bc0VUOe5fS7HcIowrFVvvzBJ5w/POXl2w/cLTakUYzmmNQNUAuYukUQRZiahR/4xEmGIDSYho5uqViGAU2FIIEmi4jUHIItrm0QJR5pmpLnOZ5n0fFMaip6YxtJaHjw6JSmgCCOcD2DRhRJizYPrqJGUCRM20NWVKDBcW3qusLQdRJdRmoE6rqk43k0tczd3YrlYoummTSFQK/r8uUPP6WuShQNZKlhs1nQNB5ZLtHpOBimxWYbIAqt4tMyTFzLpaxEvn/1mlKo8AZ9ru9uyPOI87MZoiQTxxknp6dYnsXl5TWjowFxkBCFMaLnMez1CUKfpszZbdb4ux2y1I6Tkzhiv9mg6ypiIxJnJbKq4bgGktRQ1W16siQ0dBwLmoY8SSn2AdPRhNPjEyxLJY0CijT5ver8H3STmp2MQCzxXI84aui6Y/rdPlmcsNnusJ0ebk8hCCKur9cosslgOOH2bsFPfvIjREHlq99+zWQ8IyhiOp6Nn5SEUUxetfgZTdORZTj4B8q6RJYUFKWNSW53WTJpEmNoCof9FlkUOD07YTqdkEQ+N3dXTCdDqqomL+HJk2f0h2P+7d/+HcPxgDBp3di26zDqjqjynLOzRzx//pA8i7m7W3DwE65v7ukPx5wcTwiCCM/rEQQToqjEs22yNGM47DFfLpBUgdG0zyb0IU05mx2RZSV5nmDYFqIgsNlu8GybwN+z3YdI0yOO+j2enp+BKPPh4hq31871kaAsW7WQbZlIkoRAg2VYrLet9L6qaoSqoUwT5jdX9AyjlceaCuezM8Jwz36/5Hg2pT8YEMUxk3EXSRQRJOFj3IaEresf92oVjq2znN+TRgVdu8OPnht89+YOZ9bH+bLLq99+z9//6lc8OTxkvr3D6TrESUyRF3QcF0NVsEd9yrKhqkt0ReXm/QWWotO3uzS6wNX7K8RaZDjyUKWGL54+J4sz/q//1X/Dq9/dkeQFnqeji/D47Ixep4vZ8YiLFNVUsfo2hZC3y+R9iC7pWJpDcAgxVJ0sKWiqiNFkyuXFJd3eAN8/oMgmqR9zf3PLYDBkOBjy5u0Htvd7vk1e4scJcR0xGg15/OUToijn3au3dDoOP/zyhwSHgPvVgm6nT++ohzIYcP/6AtdxqHSd+9s7dFlCEkXKosDUdR6dnnN7fcNmt2vTcBWJphbww4SyKClo0CwDFRmaiq+//h1C1dBxughFiSbLTEYjNvsDktOQrA/cbleczcbUZUpZy1RFgaEqmK6Npkg0RYW/82mqGk1X6HYdLMdCVgWiOMS2LZIkJY5bCkNWxAiSQBAeWjlzUxBHCU0NkixycnZE09TUgohp2hR1SbfjIogKk/GED+/fkqUZn3xyxmg04N/+7d8RJinb3e7jWW6VqYqkMxuPkD/GZIwHXXRdIYkO1B8FNff3cySZNgpHbf2MTSOg6TqpmvKLX/8Mz/V4+skTNvsdmulycnrO9N2CrBZo5FZglSU5IlJr4O24qLJEHhcUZYU1cri7XRMGOa43QBQkovKAokrkWYhp6wx6HmF0YDjsoCkShqmhqBJJHLfJuGGO1+mTpgXDwYjVup00vHj3hrPzh3T6Q+IkZr7YcnJ6wh//8Z/w5v1rPv/RU+yOi+e6NOWK1XKNbTrYrkt02HIIY3AdZEGif3zE3j8Qx3FrJfELfD+gLOs2nb0pMA2TPM9RRQnXMVkvFui6hiyLRGHEoNMlDkPOzx5hTsfcXP47YOY1LQ3HthDqGs8zUWSNIIhYr1ZIsspoOmM+X3F7t0TRJP7kjz6l42qsV2vubufkWU4cp6iqjmaZhGFBIzT0B33CMKLTcahrnX7XQjcMREkEQWgZWWJLKy6KClWR2BYlRZ5gWwa6pVOWJYdDgOV4aHobv1HXNW7XQ1EVPnn6GEXR2G827A8R3V6Po6OTloQsw96PsQ2VuskRRJXxeIr9MR24KFIs2eHq8pK7uw2q6SCJIrvDjigL0UwV8bCHqmBgOyR5gSRKiFJNXZUM+z0GXQ9Fkul0PKqyos5TJqMukqIyX22QZUjigMubS1RDxXVNqjRBUxokXcWxVDzP5RAeqJqa4XiEZ+t4noWiiEiKyKOTCZ2OQ1UmeI7BoGdTVwUCBZoi0Os7KIpGnlasF0sMXUPXNERBQKCiyHN0Q6bIwfFsnK7JyfmEFx+uMW2JL376Bd//4hW//uXXdAc2J6cPKPIloiJhaiaKqJDEAaqikcYpvW4HczxCFSUcwwKg6HbYb/eUdUGURoRRyLOHD/hHf/EXyOULgjBlvdkSxzHLbczJ2RijbyM0Mp99+Sm6pXA4HAj9kO9+95LVxYIqLLE6Bk7HZOVvkT2FKIzRFI0yzZAlGUuUmV+uGJh9Hp8/Ii5z6rJCkGUub2/JpJKzR0f0ex16vR5pXtH1HIo4Q0REkCRySu4395RFityIyK7GfDUnPESokkyDgCTLLQarbnjz+jWHNEJSJRBrkjSnrCrW+y2dTpdKhaoqqajwug7Tvgv3a5K0YrFYoDCk7FSMXQ+yjOv7+9bwrsvUeYEiKXRtC0NTEYQasQFkmSRJsC0bURSQNRmnY5MnMXmeYBkWgtBe+BRVQZYlwiigKEscZ8h0OuK3v/uayWjKaDSi47nUVBRVxf6wwQ8OdFyT6eyIzXLN/f09vU6Xrteaane7Hct1O/U4Oz1FU3UW9/dQVuRRSHfSw7NkJLFGombQ67FYrvHjEFlsGPR72JaOIFVUdUMQhKwWLSR3F2a8/vCa1S4mSRIMu8t3r69xLQdZ1zEciw8Xl0wGHsORi6aoaLLGNtkQ+AGdTh9JkNmsdoiSjKIq7Z7MkPn88yecn08RhZL1ao2mSZiGTtOUWJZBQ5uSbZo6cVQgCyL+PiAMl3T7PZ4+PeOvf/U1ry8ueXRyTJUV6GnJ/WLJ+dk5j8XHRFFGkZV89/X3CBWkadYmCW/XDDyPVdWGkQb7Pb4fIMsyDQ2UdRti60ekWYJltS9xRZEwTYs8Dug4FrPR5+3+1xsz6vTIygqJmsN6Q2XppHn8e9X5P+gm1e2aGIaOKChUVKzmGy4+XCNLKoquIyo6u/2Bui75j/7pn/LgwZA3378niDJevHqLoapoukkJuLbL24u3LNY7uv0+aVaQJRmaKjIceJydTqjLhiytWKzW5EXbqJIkQhAsdEMhywuKKqcnCURhhCiI9LoDVNWgKHPqukISIAkODDoulttlf/CRRI3hYIJ/SLhfrfAPe4Sm4odfPse1HEh9bNejqGuGlkVVFWRlhuN5VHdbwiBAlCUEJGzLpZEakjDF1GQc20WRVaIwIvR9bEtHbAo0pY3tkMSa85OjjwTxHD+OWK7vsGwPW3LoujZIAk1V0fVspuMeva5LGKd8+HBLWSR0un3Ej7u5NIzoTUf0+i5JErDfLNBUmUwR8VwLU9cRmrI9bIYOgkCWZMiKTBwn9Ht9mrqhqhsQYTgaEAb3JElKWoZ0+gZ/9uNn/PqblxS2Tv+4y7/8r/4OWRb5+S++YXo64i//8ieoqsKLb1+wWN7x5Zc/ZLFa0fc8To5PEWjwDAffDyiikB8+/xRH0flw+YGry0v+8Z//+/zn/9l/giLavPj+gvv7FbJjo0w7CK5GnIQorsrV/RWKKjKbTTDtCefn5yxe3RMtU4qsImlylI6F5bgkcYrruvQ7A9aLBeurJfPLOwzbJntQkFY548kUrzNgH/lEecBgPGSx3ZE3FZ2exzqYY5Um3/zyt9ys5nz+o0/RdY0X83fUmcAPPnmG/Vjn6s0VlC3cVWwUirKgSAoKERRTpan5uCdVOB7NMF0d03ZZbTfsDnucrguqRF7VSLJEFB4I/QD38SNsSyeLYm42azrjAa6to0kqmBqqIKJIEmWekRcZiSjj2Db94ZAsyTAcB9frYhgG2+Ua07Q5HHxUreUuSrJMtN8jCA2GqTMaDxCEVlFalGXr6aoKOl0XQYTpbIJpOYRpwW4X8/Ll93Rsi4fnZyhize5w4MHZKb3OgEMYUOYZo/6AxLeI/B2ff/IMwxJQFJHNZkUSJYxHE+qqIU7nTCYTur0+6+2ehpK7xQJdEwmCmJvbLbd3W9JK4tX7b+l5Lpp+4OZujm64DEdDrF6PWFDY7WPSNCMJU/abA2ka0vU6VEXNLjiQZgWartM0BUUeczyb4XVMVE2ERqZpwPO6bLcrNEVC1XQUWUKWVYIwo9NRORwCFvdbiqJE03QGnsU/+elP+O/+9d+xC3yW13OaB6dMZxMcx0Q3NH7+s5/z+t0ldVlzPDlCFETSJKHX6dAbdFBUGVNX2RQppV8gAkXVYNoOaZwCAoquo2gymixhyQqqIKCbrd+rzDPu726x1HasKitVexGmJC8injw5/73q/B90k3Jsq3XXpwWqqqOqBrJsMJ+vQWxQlFZlMpmN2B0OvPl/vWO/CXFdjZOTI8ajIbbbRTcsXr15y2++/g5ZVtGCuKUl73ZQNUgiGLpMluRojsFmI7APQ2RJQVNFNEVEoqGpW+ht09CmoRoaTV0ThD6SKDI7nqIqMqZmIksa252PIkr0O10Oe59f//prqhqiMMRxLfZByHq3Y384INHgdkxAbFl4aY7tdgnD7/D6PdarFYoscXZ2SpyFiKLM6uqa4HbBo/MzRFWhKDJ6ngF1RRLnOI5JXecgqBRFxu39Ld3+AM9q5+eOo/D4wQmD4QhZalhtFhxNhxi6RNNkPH9+zmq957APUTQFSWpQRIWqyAn2OwShQUJku9niuB/3DopEGMat1Fhux5yKLCNLMrIukcYpqqqwWs8xdZs4janqAkXQkCWFqmgI9weePzjmZhMguTA6Pub69Q1x5COrMpKqcH17zbt371mt79lu9/RHA7qOg9wIWLpJkSaYqoEsiNDkpGVFZ+Cxixwu11eIjc7Kn/Pd9y8oipwf/+MfcvblEy6++4YsTLC6JlINu+UaW9YZjybogoIhqSRxjOJ6PPvkc5SORpymiI1AHCSYcoxnukidhv1gy3y5JvFjwjzh+voGUZY5++SU/uw5RVHy5ptvWK8NvvjiM7pdB6FSKBc1Xtfi+PgY3TQI1iHX7++Y79YM3B5hk7QGU6PG6VjE+y1RmlJsSpRQ4vTJOVLVgmr7Q5fjx0dc3c3JFrcIqkB/3CPwD2ii0jL+lhuSPGe92aIbMuudj+eaDPtdbF2nLnIWixWqAI+Op0iyimZaJElGGCVUTYMogKQqvHz9GkPTcEyTBhlZUZEVjThJaWhYrVeEQcT09Ji6gSKN6Q/6+IeY4BBy8Lccn8zo9nuUJYiSzHa34/JqjmXbUNZoksB+v8CxdKYjh8N2RVPGpCVEB4syjuk7DlWeUGsSbrdLmRlMBn2yvKDr2azWKq/efaAuK0Zdnf6ww5s3V/zwy2eMp33+/hdvkfQuSZoSIiPkDZ4iMZqckCcp2+Wa5XzJ5GxGnGc0wNv399RlyuefPUXVbIoSirLh9m5Bmub85CdfMp0MUBWB+/t7ovCAZZrs9gHz+QJRqDk6GrNcrFFVmU63Q55F5FnDdhtQVTWz6TGGpXHx4QO1n2BKKnGSMJlOQGxtAMvFCtu2W2O+0OKsRElGoMZ1XTRdo9vtMuz1iJMIy9SRRJUoy6AuKPKstdwIIsl2g0DV7ipdh/FoQBAGKHKLfXJdE1VTEOKcyXjIP/knf0qZ51xdXPHy5cvfq87/QTep66trjk7O8IMAQ3e4u19TNxKyqmIaBpvthmDvg9zw6lVKXTYokkJRlGR5GxeNJCMrChUC3V6XsoYwiKibhrpul+NxnHA/b78YSbTj+uoKRdHojz16ntXOaTURmnbx77ke1BW+fyCqS/o9l9FoSJXnVHWNJMoUVY6IgAjYjs397ZLZ7OgjLLXB9SySNODd5XvyMkOqa66vbzg6GqOZFuFmz+t3bykbEbfbpahyijzj6uKCssh5/Pich5//kLJI0XUFXVMYDo7pdGwAyqqERsR1O1xd37LfBdzP75nP5zx4+JA4iNtlLzWSVFHXBXkW8uGDz4OzI8QqxzB1tPGAKi/Y7g50HIuygcCv0PUeZVlSFDV+GNGIAu8vrtFUCU1R8PcHBElkJsiUZY0gCOiG3kI6BZHZbMZu6xMnEYahkecpmmmi6xpllaArKscjD7nJ+U/+83/O//B/+yvW9/c8OD/h+u4SzzX5s7/8M/7hH36GKIl4rstwOCbPMsSmIY1Svvv2FV7HwtB0wigkrwom5yfswz0vX37H9NmIwbd9JEHHtgzW97dMRiNWacF+saNXdym2Of/w8pc8f/4ZdVAwHY8omoLuyZDxeExQxTRNymQyY343J9jsidY+yS4iizKEouHm1RWyo7G4vCOtC3ozh7OnR9zcHkjjhGdPn1DmJZEfk2YFaZNS1xUf3n3A63YwLZPheMBmuWB9t+L6zSVnZ2ecfHqO03Pp7B1MyWQ7X3N/d4fd16kljThNuN/eY1cJNSV5ntKUDe/fv//IerOQRIFut8OzZ58SRgEXtwuGPRdRgCQKqbKS7XrD4bDnfDahokE3DCRRIQgjFosFrueR5wXvry8pkojzk2OoGja7DZ1ulzjNWayWuJ5LFOeIgsCwPyAKQ/K8YDQcYhgJmqa3IopGaCNnyoROf0AUhQSBT1VUJEFInvd4OBjheToPz8cYuoimm9zerrj6MKfMMo4fnLCczzmzpiRpgmZoREnE5eUl/f6AyaTP1WLF5c09SdbFcAcgmRhmj9Vmj2S6FI1Mo0honkUtiJSyTJrlIIkkVdmyOGWJohTJwpSe52LrfapaIU3bfDXqGs/pQO23l2BNYTibIlQF1BK7XchivkKSJI6PJwiiSpbm+B8nMO/fXjKf7/G8AaPRiLoGP4gY9Gf8q//7zzAFFVHXqMuC0XCGIIjEUcJyuSLww3bcSo0kQZZliIJKGAW8+P57vvzBZzx8cEaRtwpBR3Y4HPbohk7dgCKmOJZOmTboloGiKKRpgih8zO8qS0xDQ1MllAZGPY/Q33I4BAyGPWb+5Peq83/QTSqMC37566/YbX0s0yNJMmaTCTStmEI3FJKew+xkSiMIHHZ7tpt7NEWnoSZOI1RVI8kKmloAUUIWBVRdpdvpIHdlVE1itdyxWM4RBQH/ECI2Mn/+Z19QVhmqJDGbDZFlhSgMCeOEOIowTA1ZkVguVhi6iK61Bt26adrYAs3Essw2hbcSqOsKWZLY7XZkZcHN/IYHj855+OQJm82K3WqFosvIskKYJERpRClURHnM3eKejuugigKUFRc3txRhQO+Pv+TBw1OqOmd+f02ZRaSxh2VbrX9BVonjlG+/+w4amelsQl7kKKpEb+CQJCEyDXd391zefKAoEoSmpEgCHj56iNBUrNcrDFViMuhjWxZtJs6W1WqNbhkYpoHb7aFqClVdE8Ulsi1z/uAhURQgCiKr5T3TyRGKLJNlKZ1uhyzPibOMPC+wbYsg3jK2B2i6giHJKIqEWBQ0UYJmlwhqzpc/fso/++f/Hvtyx9HJMZNBjyjdUZU5WZLx7u0bxLzkB599RlXULNcrXM9GlVpSQ5onBH6MauuMj0YoisH//v/0H/N/+T//S779xbeMZi7NqEcSp5RRxvXmqnXjRwLf/+I7bNNiNB5h921WhzXfvnyB7ulEYcRuscZzPPIoQy4F4l1InuSYmsXdfIFRuTz+5Bmb/ZbAD1jNVwx7feKTU3RFJY1TlvM1jt2h5w2JhAP3d/e8evmK0WjK44eP6fc8Xn37CsO16Y67qLZGXseolkyaZ8RKyuSTKamSohg6XrdL4Ifsoz3hIaLr2VRFjf7x+1GkGUmaoagSw1EXK1bRNQlNVTANkyROuLq7oUHlaHbEYNRFlBWiJCGKd2x3e+KsjZJJs4ymLnhwfIIgy8zXG7b7PUGSEcQJVV2SVi2dfzYZEIQpFxeXWJaFpMjYpkun12GzW6ObBqPhkDAOKIuUo8mIMq+4u7ln+uAEsWk47Dd0OzPyLOBk2qWuBA5bAVmomAwHnJ8f4/trBKpWhh9HJGnC8fEUz/MwbJfueMq/+p/+jt9+9YrLyztcS+ebb96zOQSEaUFc5GR1BZKEJEgc0gxRAMs06HU7KIZK0hTEaYpQtWuC2ZefY5oG795eoqhz/EOIZXbQdQNJEul3PDRFpWrqjzSaCH8f0ul28P0Y0zRQFAlZ1rm+uuflqw/IosHxiYtu2FRNw/3VolXf2i5NASfnp7x++5Kj6RjbNLl4/46iKJiMx2z2PoZuIMsCimwjyyKy1FBXJfv9lk6nZZ0KCJR11e7N/ABN1VEFsCSFy82cw+6A65ocz6aYmky2SnBMg0GniywIFFrBfr+jeJ1gWAaD/pBHjx79XnX+D7pJpZlEUWps9yU3d9fYpspo1GU67SMioOoAImWWUtVg6Tru2TliA7OjCUWZI0oy93cr5sslSZzS6/cYjYYoksxyucQPYmxL52h6Qp6nZGlDVTRcXF6iygKTcQ/XHZKmOb7vEycpNQ2i1CDJIpPpkH7Xo6lrLNOibmqEWkTXDfb7gCjJKMoK17XICrhdrAjihM2+vbE8enRGZbrMnvVwLYWr62tQFZI8o6JiNOsjihKGpuK4Di+++Q5DNxkPRlxc3VIWObajfQTb6piGgSyJWJaBIMgEYcDjx485HEJkRUY3FMqqoD/sIYkNVZOTxjGu6XB8+ozQ3yJQcDgEOFYHXbMo8hxJqDF0nbquGE3GfLh4T1xG2JWD6drMZmOoSn7zq19wmxf88R/9CNd12leOYyEJUBUZsqa2dIwsY9DrUpYNggi9noOmyx8TjQ2qMkdWZCaqjWk1nH8yZnu3RjBrDNng7d07+h2b05OHkGVcvr/g4t0FXd3EVW3wVKZHU9yO2+7ybJfdfcBht+XYPeL5o6dc3N6gDWUefjJj/mqBlokc5lsczyIpRTqjKYIAciOxX7cy6SCI2Bchp589xul1efXuBUkYYVsu+80eo5JIFwcSP6XKK7xBh7QSGT87Q7cM6juB3X7N9799wdNnn2AbbWZTb9Djk6efsN7sWe6WNHWD63r0ewO6vS6DSZ/hYMCb12/pTnsYA4vldk2Tl8iqQlaUXNxc8+jxOZOBC5JAkZeopsput4eqZjYeI0kysiwTJgmoMkINYRAjAqbhEEYxmmqwWG44HAJqFO7vL6mTLlKZ8+jhOQgQZQFJWSBqOtt9QJnnPH/ykH7P5bDdUVQCht2GHtaSQlEJrA4RRZGQXd0xmR7T6fRZ7zYoioKiG/T7PXqHHvP7eyxLYzQctPscRadMCwadHgoCy8WSNM4J9j6drkW/ZyMiUzcCZSqzutuQxBGjSR9BLLBNA3/fmoSPj45QNI3dbsd2eYNEgd3p0Cgyd9sAUd2iqjo7P0bSdfKyRhVlZKkN/4vSkNVhj+O6KHKNLAnImoJUS0xHYxynw8X7D9xeL3HcDlEYkeVwdDzgwYNjXFuj45iUhYSiqNRlTeAH9LpdBqM+mq5TZAmqrLLbLcmyiu7Eo2kaVF2jLHK+/PKH/PI3X1MpkKcpVZEw6negzrGMLq5r0+v3qEuRX//mtyiKRFGU6LqOIst4joYkCURRyO3tLbtdwO31nLKqMAwVRRN5+vQMz/UoKomb8yXffPeSqqkQxJqyyqjyDKmp0GSZpKoR5QZRkskKCJdr8jSjofq96vwfdJN6e3FLVYuYXg/VsNCkGl3R6HVcHEclSX16HYu6FNgdfMpGoCoUtusV+92eswfnJOke09Qo84ztZoPQ1Ah1iec6jEcdRpNHZGnCYNjF8xyq6lv224i8aNpIctdDFES22x2iJDEYDomzmCSNsR2T0WCKa+moqoQsyyRRiqrpSJKIqqnYukkYpXidHmUlYPc8/vbnv0KSJd69eU+dZTx4cEKaJ7x495IoCPj8ix8SJiUnx+d8uLqmLCvysmC33iAjcHR6wnazoCkzRKWhWxp0PRsbDWiwLRNRECjqgoYGWZVZH7Y86D/EtQ12+w0d10A3NGpBot/3uL+LEJqSR4/OMHSV+/slez8kCBOyLKOpa/wgRtM0JBGGgz6aISOJAggVTZkhiQ2np0fsdzsEsUYUahRRYjweUVUVsqS3CbJhiCCKVE3OoO9SVgKiJJCkMfVHhZVuKOiWiVKmLN/foVkqZs8myX0M2+bcOyU4hNxfLfjiwWOe/6Mn3K/vuL+55f31BU8+fc4PfvQDtps1b67fEicZlmWjqzqu08XWHXRN5/pmwZ/++Q/569u/okgzjmYnKIbKpl6TFBmyKLDzY/bbPU1dUwkVckdn+uCEVK44OT3j9vKaLEmxdAsEgfVmS3bIaCqR5XyJPfUYDfockgC36+B2XN6/fcevf/ZLzp+c8/DROYqiMhwO8cMQ2zHYHXzmV1cIVcN4OqYRwd/6qIaCZmlEWczRaMpqscLfhwRRhGPYRH7Mar7CctrXUh6nFGmGrZhEvv8xwbZB02QEUaEqK2SEjy8hEJC4my/Z7QJqJOJoT8e20DWNNC24vL6nKEuSNCHNUiRJJIwy6qJF4ORp2l7UZAlK2IU+fpYhKzrL1QpZqnj+6AFXNzd0u72PrEiLQb9PVRZMZ2OioJW0+/sDo9GYQm84bA9EhwNZXZPlOZLQICAiIJEmKVlakYQp2/WGq6sr3I7GYHjOYNBHN2ROT48RJQEBCA4+WVZA0zAejdCsEkXX+P7blyAoBHFGg4ggSKiaiKkbKAjYuk5VFNRlQ5KkVCKMRwPSSkQVJBTZ4P/zb35OGIboskG2i1mvV+jqigcPp3iuSce1MHWNuC5pqor5/T2r1QbbcfjcfEZT1+R5yWrVhik6dquQrco28Xe93tDQ0PccPnl03O6aGhHTEPE8C0mEIs9QZImsLBgO2lTwd+8vqGwHyVY5f/iIJIxYbXY0gkQQRCwXO5K4YHrs8H/8F/+c6XGPKEj52c++ggq+/OIR3V4fx7ZZLebIgsRhf2A+X5BmGccnM4qqoqoS6qqgP+hRN/8ORHUUVQOKgqhI5EmJv99RxAFNecJf/MUPGakmjuuxWG6pKQjCnPVqS1E1aKpJmTc0lUhZNjx9+ojeYMD9zQLHNXBdndVmQb9/jK53CPyANInxPIswyGgQ2GwP/Oa33zIbz3Bdi0ePH+KnMckmJwwOJFkbZOYYR2iqQRCE1BWURUZVtwomBBHD0LifL5BUHUFsGI56bP2IX337PTdXl7y+miKZEppr0ZlM+Jvf/Y7Deo+Mgm4aJFlKrig8OTrlqN8iR4Jkz2Q0YzTw8PcrFE1hNBljGCplWVEhkBcVVQNpkVOJoDsWaZVTVGVrujUMoigkDn1EavI0QhRd7u5uABX/EFHWEMdF+9oxHQzDYDlf0JDz+NkZqqZQVxlJtEfVVR4+PKEqJ0iChKGrCKJIEieIkoBuylRlRVTm6IaJJICq6i2xWZRYb9Y0jYCua1R1QxTFbNYb9vuIYW/IoNdju13yZ588oExEdqsNnz56hC5rKDScTKfIpsy3L75DW91gmg6yqVHnJR8ubths14zHfWRNQ1O3yIqCJmkUeUqtCPS7feqyoC4EHNslDEPEuqHMCnqdHrqlYw9trKmHO3LZ3N+xXK04PTtlvzlA1dBx3VbsswzZrw6Ee59kvWP75gpr3GE4meEffDo9j+PT5zx8co4oCQRhwvcvXrDdHziaTXC8Lq7tIVQ1QeDz3fffYxkWVVOiSCp3N0tu3t5guxb38wVCJdLrueRhBLlLEReQN5BVWLKGgkiWp0iCgCgKpB8pJ6qqkxclu51PkVe4bjt2aukNJR3HQpNlsqzg0MSkRUHTtIKGPG9IkpC8LNEVibqsKZKUPMmwO147gqwM8qxsKQaux8CzOD09wbVNojBk0O2hqgqKKCCrMqpm4dkWlqa3atTDgaJsmZhvP1xwdHSEqlvc3F5haBJJUnA/vyM4xHidAbKgcHJ83O74wpDZUQ9JbAnrRVWQJhnbfcj3L94jKRbHJydou4AkzZFEkeu7ezTTRFG1doKhiG2MRpQS1gdqoX0fjPtDDNek63l89e6S1eUcpRahhvF4wi5JqJuYOM05mh23MADHQhIbkqhlG9aNyGbvI+smnX4X0zK4u76jQUBWVLa7e4JDiNC0vsLJtEdZJFxdvEHXbU5nAxRF5eXLV0xnMwb9XitnN1TSJCGJYh6cnyBLMnEccfB9bLuHpqksF0uoIS9KoixHUhV0UWJyNMSyVCzNQChFPNegKGF6NMMwLBRFZXFzTSmAJEktVNhs06mpSzRNQVMMNE2l43V+rzr/B92kPNehkWSyNKXIC4qyxnRsvF6P+WJFv2/Q6XWxLYfIKhDEkigsqaqA9XqLKIoEUQhNg+O6fPLsEWfHk4+5Uiln51NEsUFRQFFF8iyl43rsjIjtxieNUxrT4uZmxfmxTBa2PLpRv8deESnTlLIs20IfBVRVxWQ8pSwgjiIQczTNIC9KqrqgSBsM22m9LUXJ5GiKpIhoHQur51I2DYUg0igaZqdLtAlIt3tkVUEydJBhvVkjIfD4wSmWpVEVGZ89f07PsxFEaGhoBJAlmTRMScuCzqCPsdmw8nfUdUm095n0hxRF3e6uJBHL1Hl0fozbtVEkidXGpyxKshJqJIqyQlJ18qKmEUREUUMSVIb9AU2d4wdbmjKHpqbTcUnjhCxLqZqKpgFD1doXl1Aiya0IxTAMRFGkaQRubu4o0qzFSkUppquhGwZxklEWFT/723+gMzM5ObPxF3uKqEIRQZcl0jTgOpij2Qa5XNM/GiAbKm+u3jPod3E1hzCJMXWbH37+YxzT5OrmmmFngHJs8bPXv0M1VTTTII1C0jTBchw8wyY47DEVlZPjUzbBBuSG4wczNEtjMhoSrrbIskKn121NqYgohkGiJGiaitbrs99vmb+5QtisGT04ZbVZU1Y5kiyRNyWGqrPer1FNndNuh/ndHNtxkDW5DcrrOYBIGmf4e580zXAcm5v5LUItY2g6lqlxdnpMnEUIQJ1V5EmFUDU4qoFUC1iuSlGWNE1NEmc0dUXx0WRtGBa61v7v66rCc1qfma6pBHufWpaos4K8rAiCoBUPAUVRU+QFvU5LJo/zmEaS0E0bP0uxLIc025MXBZIkossKweGA+XH3JVQ1VZ6xXNyi6jodr4OmqZR1SyrxDz6eN8DyOuR1zdcvXzMbzlA0i/lih+cNKXKJspBYzVs/0ng6pihD4jihKEs0Q0WsBAxZo8gbVMUkiAq6Pf3jKyzCsjwePjjn/dUNoiLTZDlNXSE0EnmWUeU5vh9zCAIsx6YuG5yORZFnLfC3khGQCfyINJ+TNwWKIvLgdMr5yRGyJHA47LEMlcCP6Q9GLDdrvvr2JXUjYrtd0rQgzXK6vR7zeUgQx1RCQxSFHJ8MMDSZ55884cO7D8RRiqrAcOiiqc8J0wxDk+l4NoHvs1ousEwTQxOYzmbsDxvqy4yySLm8vEIUJHTD4sOHK/zAZ3Y8YTodISspsiJRV+25nU4mHA5tsnBRtZe1TsdhsVijqwZqX+WwP3DY73j8+AH9foeb2yuKMqMopd+rzv9BN6mO41FUFUkQtEo8z6XfH+L7Kdvtkt5aw7J67LYhumbS8WziMMGyTJaLJZdXV5i2ydNnT0jimDQ54HgWjjtGEFoMC3V7aLuey8X7Gw77FNs00RUL2/VYzFe8+PYF1x9ueLY85fh8yvnT8/bnVRnL0BDl1j9SZCVlWSHLGroOcVpQ1RWIAuPJmCBIScsSxzH52c9/jtPpcvLwjDBLuLu7Z73dMhiPaOqG2+t7bFnnwfkpTVMhyQJhGlE3FWWaEmxKZuPH9Dojmqok9IN2hEMrGlF1kTCN2e4Dno0nnD1+SJzn3N7eEu19ojjD0DSKvKbf7VM1CbICcRghSAKe6+C7Ofk2xO14RFnGPopp6ob1PkASKoy7JUVdYRsyURThejqa2mJiBEmkKvOPFA8ZgZYP2NBgmgbL1RazKDEME03TGQ5G3N7MCf0A2VAp9zFep4Pb66HuMzy1x5PpKeOxRR0JnI2O0AwF/+AjywKyqvP6wzswVAxH59e/+zXL9ZbPnn/C8NGQP/nTn7Bdb7EtB6qa6WCGKelgCgRZiO6a6KaJriroiorYNOx2e7Iw4ezsHEWW2CyXjJ0ZeZwRbA5QN0T7A+F2x2g8oc4KQj9FRkKRZcI0/wiPLVBMg/0h4cPf/4pGbBiMu7gdj6yMef3dS7abHQ8ePMEyddbbPbc3t8xmU8qyRfF0O30kqT30alwQ7WOiQ8L8esEXf/SMTz9/Shz7NGmNoqg0ZU2VFdiGSRol0IjQNBR5jizLaJpKVjTUVU2ZVyRRQp61r7TpcISotBcJf38gSWMc20bRNFzXRpJE6hqqqkFRFCzHQNNV7hatsk7RNFSvix8m2KZOx3UoGzBUFcfWcR0bWZCAmu1h0446p33SPMOxdURFYbfbkmQReVPz6t1r/KjAdm1uFht2u3doAjw8nbFcbkjjHFnW0CwDRW9fDZPZgCze8+bdW6bTHrIiYRoOb99ckWUCptklCDNGtsPjRw9Zbw8MBz38OGa7O0BT0RSwD/eomoqm64i1jKLo5GXBfr2lyGOyPEMQ28a4nm9IqgKlhvG4z/Mn5/zoi2fITYFjKdi2zfX1NavVjlJQeXNxw3ofUwNff/09VR4xmYyQJJHNdk0DGIZOlaOdMHMAAKTESURBVJXYlkldZlS5wHQypCzbJh6Hewb9HofLKzbrOXleomsqlaGjKRLDYR/IGY86uK6JLJu8fPEdhm6jqSaSKHF6ekKR5kTRntHQJfRT4iBBFGRs26WuRYIwIAoiNEVlPBkRhjFFUZBEKWkWISsKjmNydDSlrnPKMmOz3f1edf4PuknFSYwotZRj27GhaQijmCgIqMqEw66m690BEnnpI0m7j76qlGefPCXLQmzXxHNdPlxs2e9DTo7GGKaOKIDv+yAKZFlKLQnIkoooliiaTiHAarlluw8x3S7pIeT9xRyr4+Ksd0hag2UaDHotbkWTJdIkA6GmblojsKrKFFWJpre8Mafrsb9dsNtuefL0ESUgAg+OjtAVBd0021GUpiFWInmSMpoMWSzuqcqSmobT2ZTxsINQFniuAZRkWUzHdVtnf1EhiQKNIJLkJZbnklUlQRyzXi4xZJVElHjz7gJD1dj5AVkSM5m4jKcdVEUhCWOaBs7OZiAsyRu4uL+lQqApG2SxJXPczddIkkJqySRJSLfnoGkaeZERhRGN0FDVFaoqIylym9MVJ9CAZZlUdUNVQpCmNJXIZrXH6/QI4pCibHj56h3jk8nHha3Er//mG0xP4MX0Hf/iX/z7fPnjL7A0i9cfXtMb95jOTihoIbB1VVNVJZZp49g2jmVzMj3lsAu5urhgOBiQFwX3my2iIjM6GkPatL9n0eBvdySHkL7XZdTts9/t6JkdXMnAv9tRbw+kaUq0CVAUmVSNiDc+RZKj1BJ5lBKGIbUE4+kUP4spwhDDNZkeT0CuqNWKWoLhbAiSQF5m7Lc7tos9qiQw6g8IPnIV1+s188UCQzGJo4JgE1FVFdPpiKdPHtHtdzAtBcPU28tSkVNUFfc392iq2oJnVR1ESNO8NcTLMlGUEgZtE9MUBVmVqCixbZcyS1CUhn6/NYyXRQua7ffOePvuHX7g43Y8NFNB0VqI6T7OqIKEpG6oyhxNG1PXAAKa3P4ekqIQJyllnhGEKXXp0+l7OKbeRtakCU1VIksSnY7Farlp8UU9h6PpiN02xFAUsiqnN+yRlzll2cBHCkZRpHR7Du6DMbvtfYs60jR2uwP7fcRqE5GUEkEYoRkKyAJlmZFlMZ89f8YvfvVr9ss9VdUgqApHp8esF0vqpiFOUwxVZTAa4zgGtSKgaAahFJItch5//oROx+PByRSpTlDI8ByTk9Mp282Wm5s1SZ7zy19/zdXNHFQdSYDrm3t0sabX9zjMtx/p56CpMpplIgg1ZZGxCfd0O31qEWzTIIsjojBCltXWS6qIxPGGxXKJqgioCriehySKSGI7Eva8Dr6fkKYh+32ApKQtwTau6HVc3r25I8sSTk6PKfIQTVMIg4RDeCBNUjRJQVcU8iRGkQRm0wmGaRAnEXfzO5IkQdfUdl/9e3z+oJuU7+8xDBNdlzBNm7yoqIucsoa6UalKuLhcIMstDcJ1bLyOQ1XlHLZLHj0+w+u5FFWG4+iYmkmZpERFju06FGmB4VoIgkSaVIiShq4LxGHOYrXl9nZNUVQIokB32KPfs5geHdHpumR50I4hyxy5BKGpkCSJPC8QlJqmEaiqhuV6TZoVdHoDZN3i1au3vHz7jun5McvlEifP8DouumFwcn7Gdr9ns1ihIDAYT8izFNd2WMzvGE2ndEwNV5PpTvsUZYIfBJiWieN1ub+7Q1UVJFlieXHFandAM03Y7EjjNuOp3xvw/s0HSrUhkkoOfkoN9CsQmobg4ONHCbKiYesOXtflu9dv2QUHFE0n2Mc4pkm/10FXZPaHhDev7jg/HSHJJr6fgNBG1huWQVZk+GGEIssImkaW52iqQl6kWGaHm6s5+30rTBAlBbMo6HQ9VEMnzmMU1WS58nnyg2O++nnO6npBGpa8f3/F51/8gPv5GknS0RST0cAhr2sub95yfHTEs2efYOomm+2aMIwxJI+/+7e/YLtd8+mnT/nss+fIpoaqyXQ7feJdxG6+JF75NGmB53k8evCYJEkQKpj1RgSHkCCM0RwdZBExrSjjEs0GzXCZL2/JshLbsRHGXd5fX+E5Q3bhAatn8fnzJ6i2imkpVEKGIEg0TUm31yOOC16/fM1hd0Cqau5u7hkcTaCpOfg+ruvhuV2uL+Zsdju8gcd/8E//PWS9YbNdcdiuOex9JEHBMSw0RUP0BIQGxEagaWoc20WWcv6/5P3Xsi1Zlp6JfXO6lkuvtfVRITMiRQGFKogmgGaTjRfkA/AhmrwgrduMtCYbQGWkDnFOHL3V0sK1nM4LPw3e5m1aLbN9v83cfY45xvj/798fIuIko2xa0ASariEQWLZBU5U0Zc5iMeHJ1QLbsamKmt22PzzrJkfTwXJshAa6YaAUxElO0+l0sl/+99EbR/bHI2ezGUM/4LCPMTSJJloMXccNBhz2G/a7Pa57zn63QwrJ6XTE9wecohNZlhAMQhzXxv7skiwt+eUvv2b9cM98NmAw8Mnzig8fbmmbitHAR5ctri/xwwvapuIUJazXhz7Wp07ZbHsh1PLhEX/QX2S6RmFqgoHvs90cMEydvK5o65ayLBmOh1R1hefYjMdDbMsgr3Kapn+n55dzdFvHCS0aaor0hGgDAndEEkW8e3/LKc5wPJ/9ZkWHxmAU9pQJVeO4HnmRUdcls7MZCJ3smDKahdimgakbVGXeR6LkKW9fvyeKMoqiouoEuuVi2Q7j8YzFfMF680ia5eimhWmaBEFAUWVc3Vzz8se37A8RpzgmGIT4rodSDfcPa4o04fr6kncfHtjvtpyfLZjPp5xfnjOZjHi8f6DIc549fUqaZX2USNdQpBmbqkDKPuk4Tf4ZAGYXkylB6NM0JVXdIFFopk5ZVSRJQakJjvEDpm1iGkYvEqgKBp7DIDCRoqWpUwxL48nzS3SlE+9TTlHM6RSjSYk6AVJnvTr2aZSmx+4Y8erte2zNgabl8mrOL//ua64uz6jqmMNxS5GnDEKfuqrIkpjZdNIbUZu+i9I1g6ZtuL99oBGSBp1TsWJzPLHc7BlcnROVOasPG2rVYDoeRdviui4jPyRa7tADSE4nPM9jMp6wXi5pHu959h/+Na6jUdc2lmFQli3/9E+/53DYc7Y4Y3E25/d//AunvOSrX35DWTVUjeJscYHreBi6TaP6w8W0HZRSWJZH1SjKuunHPqZPUdQ0qmNxfk5r27RKMAxKosOJuioxPRdd05D0kvvtasfB6BOKJ5MFpmWzO25oWzANhyRK6TqtB3gWNbqUrB433N1vUUpxfn5BmibYgU3V5ni+S9207I4pZlEhvRbhBSyXW376y3s+/+oNv/vuz1w9mTMcBgjTYhiO2TgBh+j4KTZij2kYJFHOu59/YL0+8vW3X6J7Lh9WD2RJRZFnrLIleZwzn4/RWkEVpQwnE4qi5O7jBzyzjx4XWYejGWiN5Hg8YSkdOkGVVkwHE8R03kNwNcH1k2u0hY8XOtyfln2ct2dxu/rIZDpkYPmsHzYMx2M61SGBi6tzpsMZ++WeIBgRuAG7/Y7dds/1zVMOxxNJmjCYDMnSmEO+g7rFUJL54oxhOOG0j7BNg6qoaVuFaRiYhtE/K9kCFZ5jQOtgtYqsLHtFmGlhGjq+bTKfjtF1DdvS2G2XTEZTppMBy/WGquyN3m3dMgx8dGGwWi4xLYeqKGlUi+v2IOG67WkxpyghTd/iGpJw4DOdDNGkTl4dMawA0/TJ0oo4PnHz5AaUYrffs98d8D2HF89vsB2bzWrLY5lQ5Qd++c3n5FlK1zVs90eqpuDpi2scxyAcONiWjhQgLJOmUgS+Yv34yGa3p1GCL7/4jNXDR1TVoFqFY/dx7//Df/8fmM1ecjzG3K+XpFlKWVRUbsXibIohNZqmIi4zFApp27RKEYYBeVtzSE5E0Y5z3+L68oxh4FBWXZ87li3RLQ9NmviOxsXVOXVTU2YR4/mUi8s5hgm7/ZHdY0XoOZhIhIK2Upx2CYE/wjIdxpMFm/VbNN0hOR6pohLPbUnzCrpPeKOq5Ny3CYKQKD7x8+u3WJZPUWW0XYMX9mPcYxRhmhLDc0EXlHVJXmcITbFc3+H6GtJQWOaE8Tigrj2e3jxn+bjkzZs3aLrAdsxPF9AG0zQYGeO/6pz/my5Sg4FDXRWYpoUuGlogGAyR2oHomIBmIzVBCxRlw/GU0HUudVGg6y6HvaBpPPyBz3y+YLs5Eh2PTOZnaJpOUZasN1tWyx1F0WA6IWkasTvEjMYj8rgkPR25+Te/5LMX51RlQZGn/TilAs/xoVVomoHUdPKsQABN3dK2CsfxCUcjvvvDX9jFOU4wwB9M8Cdj3t89IEwN3XGIsgwHrcfLKIEsGgxpUWQ5dVNRFBWGZaDbDsVhy/LunqzJGY7GGJrJKct5/fYDV9fXPK53TBfnXN48R9vve8Br1fDq5zfcmzbT0Zgqz7k8v2E0HbM7JlRlSVY2RGmDrtkoaspacdpv2O5PjGYLTGliOBaa47EYDdlte4zLk8trAktnEPZx4JYwyNKaMtvQdoqzszm6bVNXgrYWZFmJqRWITqMoC87Pz1BdbzqeTaeYpsBwDJRsGA48fvfnnzA8AylsDFvj87+75v1PGj+8uuPD/+X/ysNqyy9+8Zy379/ijUO+/Poz0BUIMKTEs21sp1drnc2e8P/4n/9X7lcrnntPSdOCaJeyvl+RJhWu4xEfTkzdIbptkpUZljB6cogmaOoG33UQhk5RNzh6H82h672o5vb4gYHnc/H0hgMlCRXPvnnB5nHF4vyMwA9ITzHR/sh+s+FX3reMByNsyyYuir7YexaObfH6zc90dxqGZXLYHSjykru7O3zXZzIZsl1FWK5DXKSYhsAwHFQLmtAwNJM8rRBdh23bmJqGqeu4lsliMcazbZpGcPtxxbt39+iWTdKqXiwhBLoUGEZ/wBu6SeAF5FlG0ypczyXZHWmaBiEFSZKjuhwlNOI8x3YdAtOko6OqFVJoDEbj3mN2PDD0fbb7mJcvX+O6HkmaoUmN5XLH9cUU09Z4WK4wdEld9uN+wzTY7TdcXZ7hezqff37JxXyB1DosU+NsPqBTLY5tcnW9IM9PuL6Jpgmasqeso0Ao+M3f/R1JJXnz/o7Q99jrGm1VM5lNkJpgOl+gOgNDk8RphO/5xHmG4zqoViHtXkQkVIvoWqSmU9c1SmrUTU2jGvI8pytyvpw947heYmsTlpuc33/3J4RlozhR1DWWaffipCyjKHLW2x2/Mb8kHJicTgld1xH4PlVZcTrGJKeY1WqL6XgcTzG7fULewHq9I81z8qrGdgqqusbQ4ZdfP+fpk3N0TaBUzmBg8+TmkvX6QNsUfPbZE/KqwbIcHh6WJOmJqi25vD7nydUFVZ0zn09IkhPnF+f4Tr+z1QYhd3ePRKc9QeDh2BYIhW1bWJZGRz/iF/KfgXDCNHTsT+SEsiip2paiqNhsdwhNIgyDoqhI0pRhYON4Hpro0I2O4Sjkm1981mNmyoLT8UR0ivq9j6HTth0/vXxNUynSuMLzAk6biFp0TOdjbN/h7t1HVOOy3Gx4/eo1g9AFBEmUURQJdT3C82w6BU1dkSU5qlV43oBOs7h9WJFkBbpto1k2q8OR8XjOF998wav3b2gUOF5ArRpUmmLZNnF0otilWLpNkvY3Gc3SsZSJrlqePHlCCsiypt1HWJbDj2/foXSLtOl4+/jIJs+ZXZwxPb8kK2rMDoJgyOPdLZaQ/OPf/R1xnLPdbahbQVblCKGRlA2n4x7TtLjf3JOXNcdjTJSX3D+umM1mfP3Zc3zXoUr2GBoMA5fx8BmeZ7I/7GmqmtsPSwxdMp5MOB0KkizG1CVN24tUGqfDMixqBXXVkmcFZd2y3u149vQcXdeQuuyLgt1z4LAcpvqEURCi/Uoj2mW8ffkGIV3KRuflm0f0xweef/6cm8tLRKcwdQtv4COEwPdC4kPed2qtTZJl0Db8/p/+QHEseP7siz5/qatIqhQ6ha/b1HnKeDik61qqssS0bdquQ0Ngaj04ta4q8lNK3dToukFXxKhAZ7vekNUxq9Ua3/LwHJs/fP8XShSmY/Hw4YGvf/U528cdu02M4wWEwwCkYjqf8ubVe8ajAfPZnPRUEMUJu/xE2zRUZUurIItzal2g+5LV45r9csswHDAeDAkHHlkUI4XB2WSCahtcy6StK1QDrmmgKdWnTw+HWLbBITogDIP1colrWajKQ2oaruP0XVyUIqUk8AJcuyNOc5qqRkmBbdnYtoNqWiSCuiwxbQtN6iRpym67Z7NcokkoypLZbPZJyQdNnnE6xfzdb36B5w0w9AY60bM2bZvRJMSydOpKoAmJ1FpMU6PIa9qqZjEdEXouTZMShBZh4PHhw0cOuwOuG6JrJn/+84989a1DOAgIfBcpBednCxaLGYuzMzqhoBN8//Ilq+UjtmnSIsmyHNdxAKjKEkMzMB0TOrAsB9V1xGWOkgJVNxRRgmcYvHz5BqMqWG1P/OH797y/XfGLX/6CoqxpO3ACD6FJkBIpe3zYcr1nvcqh7dClgambTOZT7u8+IhHousXd/SO16thHMZttRFzUuN6AmoxjlpOkKV9//pSnT6/QqPt0Bj9A6hq6FuN7Ls+e3jBbzCmrGqnpDEKHOC9YP9wxnw3puoowdPtuVAa0Td3vtTSBZRlMJ0PqtqSuS3RDcne/xHF6UYUmDZTqWMxnf9U5/zddpELfp1FwOEZUVUVZtUijoSwrmrbB7lp00WHKliAwub6aspgF+I6B70qqKmUQDuGo2Gz32LaLblvUdUMUpViWy3QScN9u2O32CHo4qj8aYBo64TAgjSOQCiklWZ5jmDrjcYBtD5nOxnSqpcpzhAJLN2hEi+d5dMJgpyXERY4e+sRtxR9e/YAmf+by+oL9fodt+4xHIbvNjiw58NUXX5FUEdZoSpaVbA47ZtMBrudRlBmaacAgoDAEu9WOh/e3PHn6lEJo2OMxuRRcf/0Lsjrn7XZNUBRcTKfEhwjNtHAcn7Zt0ISG5/i8vb3jlCZolkaSwj7ZM53OMQ0TMwgwPEmW19imxSjwmQ4HvctcKv7tv/57kuMBTba9WKIo8P2Atm7Z7Q+E4QDXHbHdndjudkwnI+qyYDoeoMqORikM08bQLaJjymA2wbB0hC7IshTXd7B0k9D2eHphcHeMGAYh/+KX37KLT7z8eEenCU77mPVxz9Onl3z76xdEUUZyTHhx/TlpnuJZPnES8fb9B777L7/n5uKGs6tLdqcdupR4jkt7aNmvtpzymOubK4bDEbQdxeZEskt4evOMpqzRNI2yrmnalpYe4GoYOk0HhmmA6NCEINruyY8Vv/jVVzRtTeCHNEXTG8IRzIZD4iSijDLu3t6hpMnqcYdhxgyCr1EKZpMF+pdub8gtWg7bI5vNHowe69XRH2JZXuHaOq7joY8NJoNRz+TrOqhqXlxdcn02xwsd6rJgvdkQ+kPSIqdIE84WE6q6RnWK8WTEeGAhNZ3A81Fdh2E6PD4+IoRG07SAYDwakZxikjgiOp4wbBvTNEE1HHY7hmEvwCnyDKUUVVnTNV3fVQ2nTGYjBP241HYdQLBMMh43B9rv/oTUvuF8PqSsGqI4ootOlFXOZBKi2grb1CjLjLIogL573GweqKuKq5srFH2qsGXa+N6AOOnDEJWC7777HbOzSxaLCZYpmVyeM5kMeyVq21A3HXma8/d/9y9wvIA//fAT49GY9x/f43kuTd1gWAb7/Z7RYID4RIWXQiJUB02Hq9sYmkFWZLz8uObPP93RKh1Nc6lbaLrex1grRVXXNK2iahuKsub3v/seQ1TcnF8gVC/uaJsO2/EYhgOyNOP28QHpWBi2TauOaFLD9lyKVlHGMUL09p1jlCBVyXxxRprXHI5rNpsdy+We2WzOh48fePrsOW3bYVo6WgFB4BD4DlJ0jMYBrmvjKpO6qCjKDMPQMU0dP/QR9Em9ltMj4o6nCMu2mM16cZourb/qnP+bLlL/+T//rpdHdnA4RdRNSydgsZiTlyVpnFCmMWezkH/4F1/z4vNrVJNzOm45HXNszcexHFzHYjQYohsWq/WeqmqpasWT5zfsNr3EVEgoy4ynTy9poA+Jq0uGI49f/fprTAH745pA+liOzdnZGVL0/5drGfiuR9r2iitN06lVhxICJXUUJVlV4oQe0SmlqGs0y8T2bXaHHdHpyMAPmY6HiFqRRgVNU+I5DqE/wHVdiqokHE1IOliv91xMZ4wuO96v9nxcrtlFMddPr3GHHqP5BFN01J0gq2oc06KtawbDEYFhslxu+fntB+6WG26eXjKeDxkMQqQuSbIc03aRmslquaauKsK5x2QwwHOdfhkcmFi6YLCYoxsGZVViWx5FUVGWJbPxDKEZtEpQlA0Sg8M2QXaK0mlAKcriCJ3kjz+9548vX/Ev/b/j6uoaXdfQTZdBGLDbHWnqBldoDB2Xw3aHphSOgC+u5ySnBCkFXjBlPB0yGIxp6poPH+5xLBfX9fjh1SuSJOcv3//I+5/vsMwRmrkCTVLUFaHnccqOjM4GjKZD7h8fSPIMz/Np6wzXkiihsGybKklRbUenehajYRtYjklWpCgUlmVQVxVxGnPz62cMJgG7/fGTIsomjjOkkJyfzziXZyhV8acffiDOKkzTRtcb/vTHH2jqGilNqqLisNly2pzYLnc8+/Jz/JFPnMU9A3EQICXQtrifxnqWkJy2B0wkA9emLTLS6IiuN0zGA+hGtLWGJnslnyskmoThKGAxn6BpAs0yqKqG1ebAanVPFMe0hyO1UigFh92WtmwZ+C5lkRMMA0zLgq6DtsMwLIoiw3MdhNSQQiNXOdP5mJvrC4oixzId/IFLked0wHwxZbdcMp5MmU6n5EXKcrnEMi0QEJ1OiK5hNAwwDQtBxyk6YpgWvuthWTqeb2HZkqY12O0OuI7H6vFAFJd8+PiW8/kZu/0BQcvN1TllWRD4Fpv1GtUpvCDAcXy+/PxzpGbz5t0HyjzHdCwCz6WsanTTACEpqgolJGgSP/BxOpC6xg8//oDVSUBi2j6KPt1WSJ04SyjLhqIqEIZBlmQkqkapjmHg4/g+oWtxNg0RVU2WRaAK9psdN09uGIQBCMGTp89YHfbYSvL0+XMM2+OHn3/mcDxR5DWXV3OyouL/+19+y1efPScrH+m6jq5r2R0SgsEI2w1I04QkTtjutpydnTMMPUaBxXg8wHH0XtBh6jiuSxZnPfmmzLGtELqWsq7IixzT0vns8894fFgyX5xzik58uL3DD92/6pz/my5SdSdYH2NM26RsW5Isx3VthBTQKSzLQlc1i/mYYWBSFScCz6OydJRmoWkW0B8onmuR5Q2mqTMajykbRZoWuJ6FEC3jSYhlGpxdXHBKch4eH/FsncHsnMBzOR12XCzOsV0XpVqWjzte/vgTw8GA5y+uKfKGOMkJhkOE0Gi7FoXkLy9/Rrds7jZrvNEQ1wPXcWlViwIMw0Q3dcJB8N8i4C3L7L0xo5BOQKNqwnFIWmbc/vkD0e7A98YbBmHA7ft7KiUJJiPG4wnOwKUqazbrniZdRiVdWVJEJyypMfQDrE7n/m7H/cMjnWg4u5oym09xfZ/lao3WCaTQCByHwfPnaBIsTaetSgLXwdIkTZHT2jaWpeO6NqruqOgIAh9XOXTS4v2HjxyOEaEX0jYtVZYQn1IqWyMMAlbrHYesYHx5QVLXrHZb6tZhOh2RZiXLxzWO7aJ1EOoWzniBqDq6omI4cEA1GLqFZVpE+wNJPMW3LZIs59Xbd0znMx63e2zLxQ6GCMMlz0vS2weCwOfy/AJjLkhGEb5pE84HtHWDPx6SFBmaa+I4FqUqaemo24au689izdDxhyFFW9DQYNkmom3JspzklBAGA4qqQNcMlh8faaqOp0+eIU1JeBlQq5bV44rzxRXfTOd0mmSz3fL73/4B6NCkziAcML644LCJMAybYBjQ0KAbGudn10hd4bsOWXTsWYcdPNwtMT7t0JK2AtumEwrXtaibAj9wOe5y4iQhywqKLCcIAizLoFU9daFrFNCh2gJNF5ydzXh8XDMK+8j1KKmwbY1vvvqKh+UDmm3hOA6r1Yq6aBGiQ9ckqhN0Ag7HPVVV8fzJNbbT75fSJMZxXSbTIVVVYegS2U4YjgcsVyvqMkbTtB64aulUZYHUZP/tS4HlWASdIk0ylLIYTUZA35l0SHbbPUn8QFm2/PHPP1MUitlkwVdffcFqu0apiuN+w+V8zOXZgrQosByHsmzJk4z9/pHkFDMOBzxslrR1ja7rjIYjdMsiyfoMKT/wKasK1/fJqxLX97E1AY2iyzt22wNRljMITVpNsNnu6egwLBOhwTE6Io1P8Tx3D8yGAxzbYfOwpMwzJkOf0XjMeDhCl+CY/f57NpmSpAVpUbPa7Ppd5/GEH4Q4psNme6DMW+6XBzR5ZDqd4joWm+2JizMXw7DI8i23dw+0TcOb9C3DQcjlxZyyLPA9H6VqEH1SedvG2I5FXdXkRc7+sMd2bBzHwrAc0qzk+ul1zziNY9abNR/vyr/qnP+bLlL/7t/+hp/f3/O43iF1ncB3mc/nSBRZp9AEFHWLazkMBwGBb2FZBrGCoqjRJjYdkrLOcV0f8n6OrekCUwOhWTS1Ihg6RFHLYOSxWAzRLQ1NX2AZJhJFEkeAwvN9Vqst+/2B4yGiUyA1gyTJMAyTshPk2wN5qcAwefnuI3FWcDmeEtYVp7TADzx2hyOqbcnLgslo2MeLT6ZkWUZeFAgEw9EAqfULbMM3ScuUpqlZXFyQRgXHU4Tthwi9V1lphkZaZBiBQ9uB6wb88Q9/IXRdvv7iBVfjEcUpIk8r/vTjS7K4wA9dpC4p8owizajygirNibOCNE0oiwLbMggCD6k5qK7BNR1MXcOyDMqiB5NatgOiAxRlUyCkRprGpHnflblewG61RgqNs8UFmqYYjIf8+dU71lGC7gRkTUPdtpyOMaPhgKLIqIsaXbQIqWMLne+//xGVZzz/7AmGpXN9fs7/9D/9v/ECh//0n/47xsGApq6JjgnecMAhSdBMm6QqsEKPm29eYIve0xZ4Pvv1lq6Fz//xKw6PO5Z3d4Smze5xg+6YOK6FZ/gUSU4RJ5idDkJSq6YXudQFna6YzWeYaDzc3tM1Cs+wyTcxVQ5N2TLSXe62W+7f3WGYEn/wGR2glfDw7oHRcII7cHALk7//+3+JlIL97ohlOQTjIfpyjTfyeVw/UKkCiWCx6EPybi6/4Xox4e71ijzOaJuWDoWj2Qz9EY6j4/p98vQpOrLfrtjuEuK4Ii/7IuQFDkHgobqK4/GI1AR+OOTrrz5nud6QlRWff/Gct28/8ufv7zB0neFgiGPp3FwuOEQJQnRYuk7RFAhNoet6r+zTdS7P5pyfLRgNApLkyHjksd8esC2d8SSk6+B0ivBskzSN6ZRgOh5gGJLgU7c4HHjouoapa0gpUW3bX+akAAR+4HM6nWjaBtFpWJbF4+OGZ08/o2o00rzD9mxcz2ashtiWS9eM0KTA9x1M00Ch0zUly7sHPD+kLEpOyREpNHTDohOC6BRhOBbT8RREf0k4VRW77Za26xj4Pm1VkKcFKm968kpRYC4MsgoOSYym6YSWSScl0nZo2oay7dgejmR1TVpVZHGCLHMC1yKYTXBtC10TOI5JeohRRUmZJaxWWxAG09GwFwhZVm/mRpIkGavtCcc2qZptr3TsNKKkoLq75bDvfaWB59PWDaITVGWvuq3qqsc46RoIGIQ+hmn1SseqoqlbnKGNF3jcPT4ipCQMB5xOdyTJ/y768P6qc/5vukhNpxbjyVd89/ufaJG9ckkKirzGMUzSOsO2bI7HiPVqR1N7+H4fkgg6r16+w/c9DENjNOsQUkOplqosSKucOE457CN0zcKw4OJ6juuapLnk6nJOkWRMRmOaquUUHWgbaBtBkTc8ffICIRRCtCgERd2hOo31esd2e0LYLt/94U9Ep4Snz23CYMB6d0A1DbquczwesRzrvymLOtUSHQ+0TQcIDFNH1y10SxJnEVZoMx5P+eG778mKkqJVRElOLSRO4HJIjrBpELaFE3iMh2MGXogb9snE7mCEIQ1ikRDOJ1x/OaSsCpo2ZRsnlK/fczoeiaOE6XSMqWtcXpxxcbbA0GW/EM5yri4WtE2FqhSmZqK6jrzon4OQgjqvOZyONG2fezMIR6RZRpKmnE+naFJHNzSiU8r188/4mCv++Kcf+Pbrz5FSx7AEbdNh6iau42MYFlGS99102XJ7v6SpM/yhx/F04vxyjmFpfLxfkVc58fHI/e0HTNfl7PqC7e5ImmbkSYJZS+ajgEkQ4LkG5miIZQV0usmdE/Dhwx2ONPn80202Ou2p6gxjaONISaB7NJXiuFyimQZFnWMInZaGYxQjVN9lyUbx8fufmc1G6J3E63TGtk8eFzR1yer7j2R5zvJxCUWJLSXD0KVuPPSRRYdguXrkFB8JJyH2wCavShbjAZPZM9q2YTgYsN+siU4x+nDAZhcz8nyqssazXSbhkCIpaOuK9+UHmrZls9uTpgVtq8ibCs3QsAwNaKnrksNhS6taBC21UviByyj0mZomru/zeK/hmBq6pmNKjSROsV0bVEd8PJJnBW3bUhYljuMQeB6u44Kq6Zoc0eoU2ZFRaDMeXqMbBnWZ4Tg2liExPYvAs4ASTdPpVINqWzRd67sPo483N3QdIQQdPe7s/vaRjx8e6FSHZdsMByGGYfDixXOCIOQz0+X2bsvLl6+4vrlkOBqz3+3xfY/NbsspjtE1g6KoCfze03T74Q7THxBFMc4gwPN90iyjqkqi04nJdMpwGJBnCcPQZzadsTse2K635HFCWzVIBI7vo1smpm1gKocsK5CqxWhrks2aRkro4BhndNLgmBQ8LDcElskvnlzh+T7hIAShKIp+NNpUJcfdjrJt0TWJaZqYxoS4yGlUR5xlnF9coRk6m+WSVhXc3y1ZzGfMFlOEgOVqRds0RMcE7VzjP/77/448O6FJxWjsI1CckoTQdbFNi76BVdiWxW5zQDc0TlnE5GyKaZqcTilNfaAoMizLwHEsxuN/BhL00cBHN03+7tfPiaOSuu64vXtElxqaY9B2BjktRQMf77ekecbTqws0aROGNnGUsNn2ra5qdJIs5e72nulkihnYuI5NpJ0IfRvV5EjRoevQlBmibUC1xKcI0zRpW9jvj+z2e8Ig+ARBrdA0HU1qnE4JmqljOR5l1XA6Jpimy3DYYZsmd6tHbi4uaFXbjwSsftkoBZRpwnRxxvTpEx6XW6qmoqwKLGGSZBmD+ZjpxZTb1w8cTxFIA820yeqGvGkw9Ro78JidnSMNg2MUUaUNaVpQ1xVUNe+/f9XnQUmJPwkYXc35+edXLC7OyBvF9//0HZ7n8cVnL9AF5HlCUeboEuoyZTgYgCr7MY1poekaRZFT5w3T2ZSy6YP6QPL27XvG4xnTyZj7uwcc2+3Ha5eXaFLQNPDq9VuEZkDd0ZY1f/jdn+iqz/jV1y/6xNZa9UVaNymKA3WtePLkAmF0eAOHt29foZ+fMRj46I7FyzeveVjajMMAIXWSY8yb+DXb/RHXtBi0Hq5hkB4zuqJCm/gYYUDVpihKVFEiVEchFG3TkEcRhmHyZD4hbip2+Ya8yRgEQ4ZFQNX1oFWtExRx1odvKoFhWTR1i2o6POFRVzltWSBKxWm1wzNN0seIvMiQKUztAJk3aG2HY+o4gcPpEHF2PuPVq7ck8ZGLqwXT8QhDSGzbYjG9oKoqQnfA6x/eYusGphawWm4ZBQGTcEKV51SV4oefXzOcBFRC/jfjpdDkfyMa1E1LmsSEoYfj2D230A8YDQY4hok9cEmSnON6xdXZFM/6FzwuNwihkaUpURrTqA4hDRrVe4FMq9/pVkWJphpGo4DJ0EW0GVcXYybTKWVZkeUlcZyRZwnp8UiRV7jmHN+3aNsGXRMkSYpZC0bDkLatCTwPKTTKssb3XWzLRQi9h+JWLc9ejJG6hqv3U5RTcmC1inj79pbDMeL3f/wL337zCw6HiPF4xOEU43kdlqEos5LTPsaxNQZXl6St4KfX7zmmKV7o97gxTcfSDEwp+yRoWgzdomoVXdOSnk7IFgzDAKmRljEIQZSmKF2iWTqdEAhTI42yPomgVayWa7q25yC6rs3F4pInZ5eYoqLIUgLPpmx6CkfXKJq65v7+kfnFBYPxiDyv8Hyb7Snifh1T3t2iVAdCUlU1QThgMBpSlBWObTIZjQnDkOXDA+fnc9o653jYUBQZunlJGPpMwjG+76BUg2X3Ksb7+we22wO+51FlNfd3S1zPp64Vj8sNSpV88fkNQgrKsvqrzvm/6SLl+w6TyZTJeMSbt3c83K25vlxgmDbL9RJLGei6iW26NJXkw9slD+8f+eYXnxOEAZYTsDsscbyO5O2K9XKFFAKDlKswRFqKs8kQzwtxbAPb1Om6hkHoczhEVEULtobjD8iKA9HhiOs4zGYTdEMnzWuE0NANk6JpEJqONERPbE9KDNNkgEQ1FWfjMaPJBMdzyauS+/tbXG+EpeksJmNuLi+4+/iAZRrohoZlm2R5SdXUzE2XV9+/4Yc/voSmQ4gOoQnyssAwdS4uFwRjD9uzKPOcd28/kKcFmqEzmk/Yr9dEuxOjpuXmsydolkZUJbSawHYD7l6/5vLpM2ajEbal01UFT5/eMB76OK6BqhSGLhiPB/i2g64brFcrgN4/1DaUVYlpWVRJiev6ZGWF9QnFUjcVh1PBjy9/4PmzZ2z3B159/MBquWdTtMhOUpc1pmkiNb2X5AqJ1CS6oTMej6jbjhrF4vqMok7xkhEycDh7bvN4t+HZ8yd4vsvFeMb69g7HcDlFJwLNwsbq1WRRTpmnhJbO2XiAb7kckxyBwtZ1Qs+lbgXXV9ccD0ceb++xHYcvv3jB492a9HjEUDqTyYCsKMjrmizJ2O+OqLIBBJbn4M2HDB0PWzqoqqJrIQh9kizF0vrQQJTANRxs0+TN9z/T2uBMHA7HLVVZMT+bgtBI4ghLDxlMfd6/fk+R94nPOhJTmqzvNnQNfPnVV8RxyvBTKkAaJTzcP6A7OovJlPUxpWkaTEOHrsaQGrPZlFEYYGqSLEs/wVgdBuGIOI4IfQdLD0hVQ13mIHRoG2xNQzNM9llEUha9QCcvqUuFZkgMrY+LUK1iOpgReBZVGWMZHefzKZZrIESD6jRUbdO1Ct/rjfMXZwuqKuN0OhKGHl2nkGifuIV99lhR5OR53tP+G0F0yimylizN6FqJ77vEcYxjW0RJw/3dByzTQrcM3n+4Q0gT05B8vF8iOkWW7/g3//pfY0qN16/fMRoFaMLk9fsHwsBFM1ziNGYw8PFth8a2GY2HmLaJVTvEacbmeCTLc4LAJ3B90rriFMdgCNxPu+XTcY/reRiO1QsvKoUd2NSqpq5LDOOTWOZ44O5O8Hw04Df/8Gtcsxd1tZ3CMJ1eGWxaPHtygz8ccIhjqqphPJ1xTDPCwYhDlHy6XCuqosQZhJiGSZJFeE6AaYSotkaX/XufJxHj0RAhh/0lIC851BWD4JK6qVH6p3QF1SsT87yPN0FJDM1EdXBzfUWWxriOje38dco++BsvUpahURZJj/TpCq6v5iRxQSsk33z7FUlS8MMPL4njGFMbsN9njEMH2w6xLI/R5Izb+wPf/e4H8qxkPJwS+DbvPjz083iz5fJqQVVnjMcBrmcCoFB4novnGrx7f8d6uyeOMxzL5ubpDYapQ6coqxLDMHA9l6zqETdl3bDen7hfbkjjlPnZlOl4zHg8ZrndkKcxHx8e8DwH33fJDicsTYemRdU1zicfTtXUFEXD6XDgf/l//r9Yr7dMJzOqtmQymXJ1ccHtwx20CtuShIMAfxSwvL9nOBiSRXdIU2d6vcAMbZ59bmF2gvVuhemaiKwjL3L+9Kc/M/V9ri4u0UVDmUWosmDgX3J1Pqepc1xPR9cUqlUo0ZBkOW3XS+2LqqSoClSrMAyd0XBAMEhYx0fSOMYOfRzdID5FZEXJ7f0jtw9L4lqRdh2mabLfHnn29ALLtdkfTziORugGFGXJ7e0t4WCE1HWO0Y6g8MmbnPHVGYXoEJ3gnCnxKcE2TAQC2g7qjpEzpCoqirxgdzwSRzGqbrHmEzS9/4ANKSirGt82sWZjhK6RZAeEKglCl+36gKHd8fzmhtftLfskYagURVlQdR1pVRPVJZ5l09Q1uiYwLb03u7qC0XyO3tbEqiLvaoqsRKslGpIyyVCdok0ED6+WXH57geHr1KqiqWqkbdEeJR9/uqVDoGkaq+OapqqYDaf8+Xc/oJTGcDajkxIn8KjbmviUk0QpN198iTfyyOuUPMkJ/QDH96jyHE32UQuXV1dYusZ+v+dPf/4To9GYw/7E/f1H8jxjs96g6yaaoRNHCfvtnsXsgkOcoOuS8tSQ1jVRnHP/sMT3PIaBSxafePbkgtF4iK4pBDCbDZlNBmz3R1RV4pgmRmgwnYRURYmp6SzOFrz6+TVS6GjoFEXK1cWCxdmUNI2pmhqhJE2rOB0Kutrh4/stf/nhDTdPz0Aq8jzFdXRMU+P8bMb+WcIwvODV+wd++vEN6/UOP3BwHAfDtGjriuVqzdOba84v5zRliW07dJrg3d0dbjjEOmmMRwPausZ0fUxD4+7xAYXgGMfEdY6Q0DQN9fGAEQR0mqSVULY1nRCYloXh2LRtQ9u2GJpOXVScjj0l/uLiHMdzMBrZe8h8l0OeIjWTsi6pmwZN0zjFEZbl8vTZMxrV4QUeRVmjhE6e96IH0/bplAIleIgi2rbh8uqKJNmjCcnvv/sTz5484dmTZxR5SVXEfPurXxCdjtSffHTDxYS2bRB05FWCqlumsxHbfcyHhwcWZ2f4ZcMP//W3GJbBF59/xnQ6pGsaEC1JkvxV5/zfdJHK6xzbNhiNQg7HA6vlFiFMsrpluV5zdXXDi6fX6MIiS1IOW5Pl8sD/+v/5Jy6fXbDabDidUsajGUomrI9HDPcc3fF52BxouwxvEDCd9jPfsszI0oq67rAsl8Mu5XA84vkBbhBgGQZREnF9ecZutyVNYhrH5ZQmWJZFmhe8evcB3XbQTYOnT66ZLqa4gcd2tyY5HfHDANcyuHz6BYf9garMieITtmlQlCUtNYZpYhomWbbl44c7GiEYhmOm8xlCKKQUWIbOYOCzvL+jqj0GwwGVqtnvj+RJytPnT5lfLMAAQ4YUp5LtdkNeFMRZzHg8ZjGdQdny/Mk1ZZ0yGod89fwrNAXH44b16p6b6/N+xNB1QIfqGhAdfujRtgpdl0ghwOgp26prQVes1mvevP/A9dk5V4sFUko0Q+P1x48UdUurG3j+kNFoSlO12IFDKwSrw57pbIhmGKi257+Zlo5p25ydzYnTGEVHXpQEswlSQplXBIFHFmcEhoumWaweNzRVS1GXGLaJNAw8P+Bw2HG7WmH9rPPk6oy2adjFMabtYGuC8+mQFzdDhBTEacnj44noeOBwUMzGQ/SLAFm2nD7ekccpdugymkxZP64wLQPP7n0k9x8e+FjeMhgMEaZOqho0Q0dIiWZqdB2UNBxPOUma4bQlg3HI4skMXTd52OxpVEdTNqRpihSSz37xOVndjwl//svPUHVMZlPswCWJY7KyxHdtGqUYzcdYA49OF3SVpGq73ncUZYi6oqLhsWnI4xTXMlFCEQYD6AT7Yy/amE3nGJrgeDgxmU/RhhbbzYmyzum6lsFgyPaYsl1vidOCuun6HY4pmEzGXN9cYegC09QIwxGuZ1GWNRLI05yuK6jaPtF6Ohmhaxq7/Zr1ekWWlriWwSAIkAgOuz2mbWBIEz8IaRuN1fLEdr/hfrmj0wyqpiZOTlSNxuX5hLRIsB2/f2+OOV1TYVk2umFRNYqBZZNnWf/tVTXHOCJwXdKuI81ivvryOVGS89Obj0ynQ0zNYDSd0wnF3eMdj4cdhWoxbBPb80gPPbLKcXzapkboOpplUimFrmlopkknBarpqLIC0QgKBXQSQ7coin6cPp6MMAydd7cfuLkaY7ohdV1RJBlRnFEUNWl24uqqJS0y9qcT/mBEUuY8rtaUSmJYLm1d4/s+o9GQLEso8gLV9raZwyGhKt/z6tVbLi4n/I//4/+B0XDA8bilblrQNVrV9c9LE3QK6qpiODxjvT3w3R9/4Bc1jEYTPnx8pKpyBoHPl188pal7aLeUf905/zddpAy9j1GXus7V9SUPDxsQGouLcz78l9+iazbPntygC5OfjxHuJ0hig8bt3Zb1fotpWJzSlP3pRFHkTOqKyWDAk2fnjMYuQjQYpknTKAxTx/N0kqSHRrq+w7/5t//A7cOSwyHGDzwc10LTBQLJ2dk5eVnS5jnCsPjp5Y8YQZ/9s1jMcVwLyzDIkpi2afBsG8fQ+fyzZ2zTCNOQPH16zfnZOWmUoJkao/EYkCglSZN+bzOfTTFMvWdtuS5n4wm2a3HKDWbzOQpJHJ8o65rAH7BbHXDqih9/+pHFdIqQGu9fvyX0gl7KahlYlsXQd0kPe7abR1xDkhmKk6nQEUwmIfPZmK5ryPJevahpGmVZkqY9Isc2LCzXwjANLNPu83+SmMN+w7ff/ALdtPEsB98PmU7GiE6y3B55cfOCznH48P4Do9GYYBCStTFV11K1LX/84Uc+2B6iavnVb37JerOnlSWd6CPRozzD8i22jytqTeD4AW3V0TQpZd2w20fUdc18MeFsMGO7WWMYGs+eX6PzlK5r8X2fQ3TqkUeWTVE0HJIUQ+pcnZ+hiQp74hOEHr/73UtMTcP3TJRomFwsSNsMfWOy2+3ZHo7EVcHVxYRKNuRRyi45MZ0sKKSiLgs02yAchPz8uEIzNcbTCTWKUmXIqsHWHD78+S0/ffcXvHCAMEyMkY/vudjnFm3d0JUNDkbv3SkFpumT7E+YgYno6O0KbUsnBVGRcVr2MOAsTaibllEQoqoW33YJfBulGqqqpq1rLNtE1w1GwxFXF5fsNo9kUczl5SWGpmNZDrfbB0zbICv6fVecHEiSlOVqTasMPNfrDbLjEa6ls1kv0c/G2JaLFDptI1lvTjRNS142BEHA2XTEw/0ddW0TBmMs2+QyOmOz2WM7FkHY2xd0w0QogWU7lEXDbh1zPFXsjnukYXPzdEzgdQShj2VrZGWJ1Gw2uz15rlBC4/z8jDipEJqJ77vUZUnXtFw9f87l5TltU1KrvtB6ng1C8eRqzstXrzkcToRBn7DctRpd1VIVFVFVYtY1M8vCEBrj4ZCyEyAllmPTie4TQkqiA50U0HVoQtJ1vdKm3wUWlFWFaTs8efIUC4UoEizZTxqU6lhtI/KiZLWPOTtfEKc5umVx/7jCy2pWhxPHU0aDxkh3KIsCXUo61Xv7Xr78maoqWS93NI2OYXq0quB4ilkuV1TliSROGIQDXMfncDhimWMc18Z3XH5695G3P69Qrcn6kJP94SeqWrHdH/Eci7zIOZ0OOJaJoI+W/2t+f9NF6mG5wtIMJmNF0ykuLi85O3vCm/sHLi+fUBcNda34+c1L9tsjUkhMx8H2Ak5JjJQGk9kcqQkc1+LZ0yesl0s+vn+LY1zxxWe/5BjtiOKY6WSC6jqE6DuCrlMMhi5NozBtnbIu6ISi+JS6m+Y5w6HHbD4krEpOWUE4G6O7PpYwWD0sCaRL2zYYnzxGSZwwmY8ZnE/Yvz0hBVycXzCZTNlttwTjAY5ns13v2O1PtChGkyGNqjB1jWN0QtcE7z6+Yzga4TsemhLotolnO8THhCKvCNyQyXjK8sclq7plMJowmc14/vwpQkr22w2GIRGdYrdccTUfcTE5ZzYNmc2GGHrHZDhg+fiA5/RZQUVZoUsNIXTaViFF13+E9EKDSlRITcOxLeqyxJYaF9MzVNsym8+pyhopwLRtNF0nSmJM08QwNdyBR7xNSIqCpm65e/0Oi47r+YwncULTNhwPMYZjsd8f2EYJVuYwmg5pipKCDN8fsJgvOO4ixpcLtg8bmkZR5Bmea/P04oLAMhCqYvBJGuvicIxSrq+vubtfc/v+jsC2aFtBBxRZipQGZ/MBddOr2nzPxrVLRiMXxw/wZwOM+yWNqXPz5Q2H45b1cs1YnZMmBYHpEoQ9JPYURei2zmQ+pWob7MAlOua4QxdpmVBUaNhsb/d0QqPb7PjmH36FO/V5//INL3/6CU+zaeqKrm6xPY/5YoYT+FRFTdMpqramA7pO9XEYdU0cxSzmU4aDMev7WzQ6piOfruso6hJ0jbwoaJoEw5R9PMd0yHaz5njaM5tOidOU2WTI2eKMN28/st1tMS2XQdgym4wpyo4g9PAdE9cxmQxDLEtSFiXHtqEqCgxdo21bOjrKOqdFMRi5XF9fICTUTUEQDLm8XDCdTAk9n7oqiaMTQWCh65KirOmUxvZw4t3tltXuiO1YCFPDNiWD4RCh1ey2W8oq6ceCUUWeKEaTBePpkCIp+ezZU/b7PWnsoAlBfOpHYoYu0XQDXTfYrjecDie++eozvvvDD2gCDNNEF0afxB0lWJ6Lpzt0ZUsWZ/iuh6FJhCF7w7dloOjQ9Z7Nqdp+EqJpvSG468A2PYSmUX8Cs97e3jEyDJ5Nx/zujz8wGvikeUGSZ8RJxmp9wA1HaJaLbplsjgmF5hLnDbrlYGgGRVVR1w225xIOAjbrLSDw3ZCNODEcBczPpni2TtemRMcttjHi8vKCOE5pVY+IOh1juk7y9s2K//l/+S88Lk80wqFsNDzp8v1P7xl4kvnUZzQcYWg6tu0QJxVS/HWt1N90kbq5fkbXNGw3W7KyIEtL6gZoBZ5tUjYd9x/v+fnlz4yGU6TesVo9Mp0MGT+9ou3qPghQQlUV3FzNmI1cimSL3tVIobBMk6qucGwbw9LxbJfVcoVt++R5ium4eL6NEqofNamKMAiI44y62VJWFXGSEpcVjmVzzGI+PmypspzZaEjbtaRxSlPVPHlyTVkVnJIjnuugKUnXwf54pKgq/JHOZrths15TNxLDNlFFyik6omgZDYcsFj0PaxiGnLYHaBVdVfLH3/6Bqlbo0iRPM7JBwHAwYjIdMRqNsV2X7XbL7ccPBI7L8yfXRMc9uqXh2zbXF2d88eIJQegiaDjsd6AkumahlGR/OOIGAW1TEAYOhmHgmH2RStMcpfr9UuD7fPHFZ8RRye27DyzOzjANi8O+z+cp64offv4e03TxwwGH/Z5WQqspFJJadSR5y9WLZ8zOZrz7eA+dYjIfI22T+cUZh/w9njuirFtOSYrXdpimA37LZBbg2Dq+o1EmOYYQHPcRsWUzuJxiGgrXkRhGH1+gEOiahms5zKYzhsMxp8OJ0HfI4gqh1ViGhWprurZiEEzRdcFnz8Y8bmK2Uuez0Rfc3j/y6tVLjtmRxcUVs8UVp/We9BjTdC3okjzJcQIPdA3HNsmiFNOUeNMhjewYWFPu3t1j1NBUNbbhEm1PSCR6LTFq2ed5aQZpXePbfUCgalt2hwOe71G3HZam4/kedtPvDIcTncV0Tp6mtK1CSYU0JFpnkqiUTtGbUfcbOhr8wGQYhpi2RJcanaZwPAvLctjuDthuT4SP4hTNkDx9csOb97dkWURbSa7mL7h+ckUc7YmjnCzLqGsb17GoqpK8yphOhswWM1zXJc8SNE3iWAayqwk9G3Po0raKdRzh+T5CSMqiIa8b6qqjob+cWa6LEh1JVhJ6AXleMxgZWJZN3bZ4lsP9/QeqShLf3TEdTVBlRVsVDEKf027PuzevOV+c8/nnL9jtNri2iW3qWIbxybNXoouOY1RQZCmv37zn7buPdFKgC406L9jvdvi+T9l1mLroPZyqRkiJaZm0TUPXKpqqxrEcVKvTZC2aoZPlKWVdYZkWbaNIkpS6banLAl3ruLo853G5AjqkbqBMm6JRPK63ZGXGMalZp/eYtg+aTlaWdKrD92yUarFtn/Ozc5qqIstSbNtESIXsaubTCXnW4lo2jutgWTbr9Y6ODtPQ+O133zOdn/P245p365K41nFtE8Ps6GhxPYfzswm2IdhvDhii7SXohkXeFn/VOf83XaS2myOH3R5d06mahiTJibIlj8s1qu74x3/5j1RFw3G3J88Ksqzm5uaK8WSAYUqkaXI87XtEi+eQF0eE7JjNBtw8vSYIPMq6IAyDPnq9U0TJCcvq02WzLCNJUnTL5sn1gqpqieKM9x8fcAyL7WbTL0Btl6bJ0QydaRCybR+QoqOsCoo8x7ItLi7OQAg0E4bjMQrJ3eu/wKLrRzGzKY7nczr0EvOyKRlPhgwmA4anI47rMxqEWIZO1wnevXlLeoy5OD8jHIQkUYzUDNq6I0sz6qrmyy8+x/Vtsixjs1yR1zWz2RxddVi6wXQ0giKhLjKi/Z58MSE97QgGIUXWB8ndPa7QDZMkz8gbweG4YzEOmY4HuLaLRMfQTYToZcetahkMAoLA4GG1I0tT9rs9XQd1U/L8xVPevf/Aernrga2uQ9Upyq7mlMQ0SiGFTlkpGjQcW2cc+AyHPkr2QoXr8wVv3j+gOSaW3xPO67JiefeAbTgUcc76YUOZ5YyCANk16AZcXZ/h6BCfDkSnBNsNMHWLrm2ZjEJEJ7F0weGUomsmddOTAxzHQTd6FVqfGVbStiVDF4RmcEoqfM/mh5dr/IsBVd1wrGOkrXOqYoxW4g49pKvRAVVXI/OG1d2Suiy5+fYJMnQxdJvocOJU1AgJbVVzeNiyfVhT5k3vDYxSdNvCMm1OhyOWqJmHM4TUMAyDMs/QLJu8LNEsA7PTMaTZQ1mlYDIdEcVHHpdb/vd7rqlBJ3VM28Uy+k5I6orB0KcocnRLo0xrjusV7z/e06ER5wmdYXB/v6ZGQ1oageOiqZbxZEQfItxR1w2W3VsW5vMZg2FAUX4y/xqSuun5fIMgIPADDAGqgbapqKqGosxRnYVl2+RlzSlOaZTA9jy6XYLtuz3CaX/E92weHncIOaatJUWao2wbTVg0TYUQEts2OJ/dUOYlgRPyy28+p65qqrxE61rqIudicYUUCt3Q6FRH23ZcXoz46ssJbz88UrXnfNis6MpP3YpuYDv9HrqTgiJOkaIjHAZUCMq6Qbc02rpBNW1vpgOatu5XB5IemC16P1ieZxyTjFOWMwgcstt7PMdF0FEjcV2bBo13tyuOcUSFTiskeVmR5RllVVM3FY49Z7vZEB16+ryt61ydzTlfzPjpp5eMQ5cnVwuOB0HdlGii35UWZcH9/T1St/nhzQO7P77B8YekTYduu3RCIgScLaY4ho6uGwjZcTgkNE2BakoGAxfBPwMK+mGX8OP3H+kE+J7GzdMbNNelRaAqxXKzoi0bzi56jlvdtlxcLBCypW4KqrKgrXOeP7/is8+ekcYJp+ORy6sFtmvSqJrReEhdt2w2ay4uLqnblulsSp5VNK365McIePb8CVnZ8t3vf+L2doWjG2hCMBYapm7gOg6apTMcjZgNR5yOEauHFWEQ4HgOx+OBwXzEYOxzimPev31PmmXMdZ1hGLJe7/jp5c+UaUndNoymMy6fXLHbbfFDn7bpyJKY5eHIZ59/yfxsgffsCY/3D6w2q563V7fk1Hz57Vc4ocvHuzuqMkHTNK6vnzN2XA7bDQ8f7yjThFng8oubJ1zOZzhS8Hh3jxINpyimKCtaAQodhY5petQNbHYn5CdW3GKmowmNNMmQUpKnOUlWYNgulmsRhA5ZlrHdbdANk8N+x5V9wfXVBaPhkMP+RN21dG1LVzfIpo9WsGyHulFUpSJwPAbBEF0qZrMxcZYxGQwYBWN++4c/M5yeUTY1peoo85JK6zhsdlR1jZAah/iE59gkecHHj/ecL0ZIzN58mrZ4wYhOCFoBrmtBq6iKhCJvOO5TZmdzdKOX9rdNSxxndKLDsix8z8dyO7J8RZZHuIFPXSo2D2u8IEBKDelbFHlJWcQ4roem9R3V8v0j29s1vu/Rqpb3b1+SZg1N1RBcjijzkuXbR7y6xrQsmrKlMTqEbvQhcxrUqmEy7Kn+hm2gmpYiKXBNB9UpNDrKuqBqOibhgEYpaBoMw6asW3zHxTB0hKbx/Q+vKJIT4sU1i4mPwO3RT4HT+3ySmKKsGU+npHnFzPK4X+5YXF2w3BzRlaITcH15RRCGlFXvkZlMp1i6pKxy8jIlFBaGKehUS6sa1qslRZ5RlRWWbXB9NqeKM0zdYTAcsF5vydMcz/MJgpDNIaJsOrKip340bf8XJRm3D1vaPKEtn2EaGvtDTNf1kTaDkd4XozLHmAwJ/DF1XuJaNprjkMgYTXbcXJ1jGHovEJJ9YK3tOHiOT3SKsWTDxdmQy4sZ+9cfkJbd7590C8820VWHFoRUVYWoOlRZIA0NZWoIIdAQyE5QtQ26qX0qhBI0nTAMUU0NrcWh7SjrFsvxmc9ndG3LbDpjuVximzbStNinMXHZUSlJ2zZ0EoSmIWSPjLtYTBmFIYHvYQDv3rxiPhvguA5dmzAauiymI8ZDl9//4XfQTbANk9FgTBLlxEVH3ujc71KCzsS2PXRDRwO6qkDTdEQneVjtMKQidA0uzgdYhqKpM0ajyV91zv9NF6nf/+57Oix2hwPXlxNMQ+dxeYdreQxmIzbLNfeP9wy8kPFkimVafRLscU/dlJiOgef2bL6qynAcA9U4RG2NEi1C45MBVaBpFpvtnuCT+ELTRU9+Lms0IVivNry7X5EVCtVplLXi+uocz/MwdJ2mLlFtRWZoCKmz3W4QmsR2HOI0JkkTztxzoiTh9u4O1Si+/uW3DEZDojjnf/uv/8Rhs+dsfsb8bMZ0PuHu4QN12eB7A2gUTVXRFBVVkaPbBvPLBUoDuo7720cGswHECWmTcf/+gaYsuLg4w9BNNGnw8f170jjmEB3RtQFOU3Lzm19h2Qan4462KinbAjQDTdPQpEZe9oZNIft9wNCf4PkOTdWSJima7G+bhmlSljFKdWwPe0IFlq1x/eyS7fZAU9fUTUOnFIvZBNd36GgYjscs1xu6Tsc/Rix3e7Imw9SMnhMXQezYGLIlcGxc28AWYFkT1DdfkVU126jgLy9/YDKdMh5PmJ+do0uNuiw5HU7stxucfURd1Wz3R4wOBpZD4Fj4lkleVT0xQ0FVKjTDRnQ6AgPH9mjahiztE1GNpuuDNxtIDxlu4OHaLoPQp+weSTcRLQrTcdAtiLOI86sLLMuGThFHCWmVY45cfvPFv+Lu4ZG3j4/kZZ8DNJ5MkJqG1HS8sUsT5TR5juoEwhSgtD7Ycz5kOpmxeHrGfr+nKipQDYEbAAqp6zRti2oVrmWTZTlKKSajAXQdj/f3lEXDbDplPB5jOztWj2vWmxNZVuIFDrJrkVKjqHrV6Lt3t4zGc1x/QCcky/2Rh8cVad5z7T6/vuHbr79hv35Aah3j8ZjVakkcJXiuCULRdQ1NU9KqGtlqWIbJKBxRljl1VVEUBQiQWm8WNwyDNM04Hg/MzuaEoU9eNOR5zGF7JEpLqk6BbmG7PmmW8/33b7k8m4OmUTUV1XaH53t0SvH0yRVXVxd8fP+RPM1p2gbfdRkOAjQpaTvF8XDADz00JNv9nqZqKNKcD28/sDg7p8gr/vE3v6QqWw5phqHrqKrCrFssTUcCpm6S1xVdWeJoLpo0SLqasm2pm6YfmdoWZVqgPmG2xqMQQ3Y9RkkXaNLEsQyqqt8Hu66H7wWUZc56vaVV/e60bmoMw8BwDMqiJE0yQs/mN7/6hqbMef3zzzy5uWKymHE8bXDdOf/6H3+NjqCqcparRwZBvx5I04LxYMzd7Ya6ymk6Dc3yUZoOukHT1P24OgyI84JX7z/i+j40JdORTxianM2CPmOt+mfA7tvu9gxGFzhugO2GoHSuF+eUZY1BxxefPWU6HtLUDbbRI//buMCxDAQVlmHgujamKWnrjLYDaDFMiePYrFcrbNfHMhwM3eAvf/me87Mzzs7mdJ2ibaHrun7xeDhwykrubreUScYXz19wdXWDbfZ5M45tkuYZhmny8PDI/d0ds9kChCLL+sPMcm3Wb2/Z7facnV9Sq4Yozfj+x5eMRxO6tuP6+RVPnz4lTTM810faGm3V9DlGRYFyPTa7DZqjYbrP+eqbr0iTPsZDAIZvczgccWyb68+eYWg63//xB36MX2K7LpPZFMd1WUyGBLSUShEd9pRZhhAtu/2e4WhCFEVIzcS0HA7Le6qqxnU9At8jOsQM3RmykyRxSqc6kjhjdzwynk5Zvf9AXpaYnofvD7AdG9FpGKZGv0vtw+qkBNVWzGYj4ignlopff/st3/3hz0SnBNe0oWrZ6TqLSYCl6wS+T5IlFEWFVB2jIEAgmIXDXrVmOyigUS26aWE7LuPpDGnoNJ3gFOe0RUGsxez2B87Pz5FS8vzFHMcqubtbEscFbdNiOxaH/Z4sy3qSRNdxyhLyQ9nnRnUKI824OD9ju89QdEwWM6Sm0ekCTfYg0bzIaGgRgBM4mLnNaD5iPpkhLJ3jMcHsOjohkLpkv93StB0XX15hC4PHjyts06VOS5AZhuahrI51tCW/rRh4AQBSyF6p2taopkVIGAZDTKlx2O0ZDIagNDbbNWXZEHgGumFxOiWcoozJ+JyB77HZbFmcT5lNp6RFSlGkNK2krGC13tOuj6yjhLhQWG5AR0URJSwmC477Ex/ffWQ09lg+PlDUJXWR8fzFBUHgUuYldVNhGBqe55NGGavlGtsxsW1JWuT4vk+nOjTVgeiztVzXYjD0sD2H5XqLYTq8evNAMJyyPhxxhezH9HmJkDqm4zCZTijLktPphEELEpJTxMbojam269I2DUmSQtPiei5VXVE3FZt9TnyKEEIQDAZ0SC6ubjhfnNE8bvnTDy8JLIvjdo/mOPiOw/lkTJWXrDcrhJC0bYVoGgzV0WQ5VdHnRCH6S53RSbq8Ia9yEPSG2vPe/Hw5n0EridII1baURc7t/R2GlDRtSxolGGYfq0LXYVsWSEmRHxGqwzJ00vTEyHcYBA5pGjOZjAg9C9c2OZ/PSOOEzXZL0zR89fUvOMURj8sNZxc31J1GWlQ4jotp53SqQynVTyo7RZ6X1FmBEgZl1TEaTijbiiwr6RR4n57hX/P7my5SXuBTVQWmY/Hm9Xse3r/j73/zFePpkKouUU3fKdW1BqqjKPqH7boOpqXh+Q6OpxG4Op7XS2Sl1Gmbjs12R1nVWBakVQ5C4roBda3QpE5HS56VfPjwnsFoTJwWxEnNbnPk+qJX5JVFxmgwYbPfUtc1lm2RZylN2zAZj9ANDdUpVNcwmS64Xz5wd3uP7flkZYkpBW3RsFgs0JHYhv6p6JbUVYWlmxRJiWmYxNERKSXDyZjrF9cYgcH8fMqf//g9nhti2hYPj0ukpjEej3vlUprRFDX79Q5dNzCkTt20+IGHZVkcj3s+7rcYqsG3TQ77I7brMRgMKWuFUgKQ/PlPP2AaDr/+9a9I45Shr6FLSVPXdKrrjY+qZDAcUtU1bddxOB4Z6Rr2fAzS4udX79ltDwS+CwIQgrZpuL+/5+rmEt3oyKuC7W7NYBCyWR84HSOGA5/dPsYQYCCYVz3OZ/2w5t3bD0zPLjAdi7Eb9Kw/ofO4XGI7vbhD/4StStKUptLJAFOTSBPmZ2ckRQZKkccHyqrCNsEcOsSnGNfREKKhKBJc30Y1DZ0SVHXLPkqI4gSB5PZ2RZKWyE4jLnKKPGUwGWG7IZPxEH8Y0HYdWZ5SNRWjyaDPNEsi6rbp31dTxxMemi751a++JUlSsjzhUMSMnswpDxlaCmeXcyq9o2oq8lNOFidonQQEdIIkSShVjWGb5GlKcHVDXZSE/gDf8Tjsj3StZDKeUdUNb99+wDRNkignOx0JzQmjqcnb93fs9wcWF2c8PO54/fqew7HC9TU0SyKkpFENLRJD07l+9pz/+O/+Pe/fvuF+tePDcoVmGgSehe/aaEKjKqpeoj4aoRu9IT7telN5ENpoOhi6wLYN4lOCplsI2X/Xtm1gGr2he7V64P7hQNtUOL7GMPSp2w7b0PGsEU8uF9iWhms7aBJC77zHQAFlVXI6HKiqCsuy0KTED7xeedi16KaBLDWkgsFoyGQ6pWkaBuGI4ylmtJixjwrKqiHNMoZ+iCYlRZGx324xdJOqbrEsDdf10S2HPCsoVEWlGmzLpgWausbSLAxNwzEthCFxLYu6LmmbGtc3kTr4jkPg+/24tcjRbZ+zwYI8GPQXRKkwSo0Ohe8EHNlDp3hydcX5/Iy2zqnKCkM3aKuaSkhGvk9btxwOezzPxbYdbMvm9ZsPfP/ja169X1LWHVGak5c1tqnTdB26gE5KBB2DYMD6fk0eZVRlSdsqAkeglMdoOEbXJHXX/FXn/N90kWqVYhj6+OGApqrR25bHhy2h5zCZjXADh/V6g6HpFHXLZrtjNBxiWSZC2riehm40eL6JrnVUVY7jOmiG7I2X3owOHYHObrtjMBj08/5OopuSNNkyGAy5v7tjn1Zsd0f+1d//I1lyYrPbYFlTFA1KtVi2yX5/YDKbMBkPubo4p2l7N/p8Pse0TaLVmuFojOsHVKrD94Ycjgd22zVNVaBpgo/vPtCqFsf1sB2ProaHh3uePH1CkZXUVYltSC6fXPLx9o7tdkMVNBz2Bz5+vOWzFy/48eVPRKcjz5484/X7n9GFxnQ8RlgmVVnymETcvvoZR+sLuSVbVvsMo1P8+tkvQHQ4roPnhdzfPaJq0C2Tlz+9pEqP/Id//xs0AbZt06qOpqrpUOi60eOhDBtE23tNuoamzjm7nDKaDLn/uGQfZbRKUVWKPK+IjifCMOA3v/4aKU1u75bUeUoSp4jOI00STlJA3bBabwmDgHAY4pkesoMyLXBNC10IstOJ6HCga1qUafZSbtUyHU0ZDkKqIkNVvem102DoDaCpuH+4xTQ0DNNmNBph6CClIAw9dL1jPhvz46vXPX3A0khKMM3ekJzGKd/917+wP+UMb+bMLqfouoEfBFjGEMe12Wy26J2B0AVpmmNZJofjkeM+omtBSh3XdymLglW3wpAGgenz8fZn5jOLNE4xu44ojrBHHmdnCybTMXEUEycptmkiUkVe1+iu2Ytn0oL1co3sOs6mM/brPUVVEQ5C6qZlu9nhOA5tJ8nykiDw+OarX3A29Xn5+hU/HPf8n//T/4k0rrh73FNWEAynPR7IHxK9/UCt+kmBf37DfD7n4eGRfZJhBR5N1SK1ltB3cV2X4cDDdW0Gg4CizGgbMC0dIRSB7zKbjbEMiWoVuqEjhE5dNyRxDkBRFLQSbi4vsa0BHx9+x+t3b5lPpphGH/nuuRa+HyC7GtkJmrxAWgaGrvcgVlPvF/qqw7VNhJR94m9dk+Qpo/EEP/BI0pSiLGhUTZKkBMGwhw6nMS9f/cRoHLLfRxzWx5723bXUoiXOIpRhEOUFTZqiGSZ109IIesB123cj0tBAgW3ZWJbFKe5pKHlaMBj4BJ5HkiZkSUSepVi2haFJ8iTG1nSGwxBNk3QIkP1ovC57e0xZVRx2B24/3mPZ/frBlCaOrhMf97iGpFMNZVH0jEEFb35+y3/+337LNskp2x1Z22JYJtanQh84HhJJpRqKLOO02nPcRGgYGIbFZrvDuxjz7Nkz2lYRJz2y7a/5/U0XqW+++gVJkhGEPovZtxhSkEX9uG324gm79IBtmnheQJJVbLcWh8ORs8UM1zEZj2yOpy2OZWFaFp0SaFJyOp5wHAc/GJDnDXUBq+WaNM2ZjMekWYStjL5odRJ0AzuAU2EzWoz5459+yyhw8FyFaSu8wGa3OxDHMeEwxPUcmrYmiQpE1/PtPtx+QBk6mq7jDwdEScH3f/wDqqlRqibPM4QmCUYjwsGgTxHWTE67A19cfkWZlfzlj3/i5vKcoe/R1TVFlvcxGLs9q8clUmmURY2tm1jjOevlmvVqjahairpGdqCqlulwSFpLdDqOuz1SFow9m+vLS/zAY71dMRpPMU0D3wsIvQDXcqjqjH/1y2/55osvUW2LaBWqqoiShFpJDDfgu9/9if1+z4vn14ShT1nkQEMY+qhAJ0oL3vx8x+EYYRoGoefStr0JtToeUF3Lr75+yn/8d78mOcY0n6jw29WWMstJooQ0ywiGA7q2I9qemJ7NwG3RbRvPdVFKkSQJWZLSqA4JCMejqxscy6JWLU1V8fKHH5mPhnz29BrLtnA9C8d2cVyHNE8xNB3HMzGsIVVdMBx5TOdjyq5F3T6ya1sQHYPRCNt1GQsHy7D5/PnnPKy3pFHJvkxJoxPHw5HRZILr++wedwShz9AbMb/pR8uNgjRLMYaDXlGmOqJjhu+MKZKazTaiy0pGkxBMg8dqRRQdcT0P0zJpDjVd1+8ohBKEXoD0QjRDQ1OCzf2GKi8YTkaYhskhOqBpOpZlE2cZs/Mp+7uPLB837FdrHncnDNME4ZHELS0Greh4WO3YrPvi5uoOqixokfwP/8f/wNXVnP/7/+0OqesYlk2WJOyPJ+YTHymhKHMsS6OqKzrVkWUFSZJyfXnN2fwSx9U/RcT3yLH3717TVHCKon68q0mC0QDDbDhFR/zAp9ValGqwTY80TSiiE7QNT6/O0IRAIinzGunp6JqBaztkaY5l6hiaRNM1NAmNUBiGRlXlmLaNyBWWbdJ1HY7ncjwdef/+ng6J5trM3ID9IWW/OVEXFUPfx7EsDlFfpDoBdd1QVA1oGo1UVG2L0AVKKU6nE4VmMQpCbMemdW3KokbqBgKNrOyl+23bUOU5jmPy2YvnLJcrkvhI17VEpxjDsBkPB2wPfXFazBfMJ2Ms2yJOMlx/xmx+Rp3GVGXO8ydPEEIxm05ou5D7h0f8YIBpmczOFvhK8P3rj1QKNCFplEJ0HU2ZY+g2pm6QVg3HzYE8rnAdrV9FIBgOBlimSdu2+IaJ5/t/1Tn/N12kXr38kcFgwmQywQtsBr7N7+/e0Jn0bXFd49g9Nqc8HBkOQo6niPVmy6gJqaqCLItYzKd0KiNJc0bhkLro8EOduqxoaoVhONRNw/n5Al3TaOoaZUiCIEAXBqXqsDwPb1Pwn3/3T3S0jMYhxqdsKs2QCKkwbYGUHbapcUpKhBCUeUlDw7NnzziUKZmCu/tH3v7lRyxHpxMKO3SZPXvGYDhC103yLGdzv2G33PL0+Qs26zV/+e7PzMIBF9MZqinJ44L9LsYwTPa7PcvHNUp1veG4yuiERCnFxfUleZygWkV6OFClBcn6gDvwKKKIb3/5r7i+HjH2XeqsJM1T1rsdi8UV6+WG928eyZOageeQn44MTY826oPN2umAslbops3rd7eE446HzY7ZMOSXX3+F69nsDznDYUBWtzw+3NHSEUxGHJKSU5JRFg1Sih4uKwSa6rA0uJiFnHTFYX/C9X2GwSVFVrF8WDI/WxCEPsv1ljev35PmCfOzOc9uromylCzPydOEoq6p65bJcMTV4pw8TxgGIcJzSU4HnlxcMB76BL6DG/johkaaJKT7gjfv3vWBe+4T2rZG1wwc00K1Bb5vs5gETEcT9lGK4455/vmLPrFXk9x9vGU8nyMNg+2mYr/cU5UVoydDwkFIaHn4no9t9FEtw8mIoq6I4oT1dkteF8RxSpaU5KcMVSocNKTjo1qwbJPdYc9kNkMXOuuPayzNwnNNqjTH0l0My8BAQ9AzFzePa3RNMpyNMU2jv9zZDoauEwyHbI87Wqnx+vaR4+lEWuTMZiP+8P1rXn98JCoq/GBI1ymSrGC9ecDxfdpa8Yvnn/N3v/qW27sVf3n5I53W79YcTWM6PePF86eEAxdDa4mjnDAckZcVj/drPNtlNlnQNIrH+y1+6PLTT2+pq5bD/oRAIxyEGIaJ5zsEvoc/DNBtl0pYvH63pqlqLMtEtQ0f3r3D0OHX33yBqkui4wnN6JOGj/sD0+kY1TbM5pO+ixCCRrWAQjd1VKfI8wzXdpC6hqbplFWN6hSLxZw3b28ZzeeITuPZ8yfs1gfyU0LVlDRRiSUNWiSK3tAbpwl1q2h1SVlUlNToQiCVpJNQ1BWN6mX6pilB63hYLnEMg2EYMJ/POR0PNGWGFIon1+d8/FD///O7yoKH1xvKssJxA7Ku4HTcMwgcpKao25qz2ZDZYsT5bIyqG6LkSJrFeIOA4WyIZVkEQ4+v2hesTzn+dMbDdst2vaXIS4SucTpGBKHEs2y6VsOzA0ytQjPM/vLg9P/rj9+/wtMafvntC5r8n8FOqm06zs/PybIEw+xoQ4OkLAh9n/v9hjxPsCyHUPVhhst4i+95eMGM4+mIURlEp5xXL3/m6maOodm8+vE9RVnx5VefE+c7ppNzTocj0enI86dP0HWtxyM5Np0SiE4SuC5RIVjvdxRlxtX1GYYBtmOQ5SlpniE0mM/GhKHT405Ui+f6vHt/x/S8B5c2pUB1FafHR0ZTDzOwmF6f4/shqunIk5LlcsVhs6FI+z3ZuzdvOKz2DF0X2bYk2ZH1/oRKckbDAUmSMJqMGE2mSKFRVClRdOTJs6cMwhH71Y7jIeL25Vs2yy16J5heTAncgNNy3UNZhc5ye+B8OieJE5K05dWrO3772z9w/26LpnSWDztGrsGbt/d8vL1ncXlGsdrQaYKiqdlECZu8Q3cGHOKU6JgQDL1P0RAaGjAcDhF6w8Pm1Jt2y4oaiB/XdJrGlzeXWI5DU5as7lfoUsMyTdI4paxrxuGEyXRIqwqQLi8+uyHLCuI0wnVM0jRCCImUHeFgiB8IDpsdhhCoqqYpK/abDb5jMR0OCT0by5RoAhzDoFa9mk3IjsUn3mBdKyzHxtQtmgY0adDkJZ6tY1ku0tB48/Yew4C8qBClgLoizxJ+82/+gRf5U6wUdtsNI2uA3umotoKyZX/cYWi9NLlVLY5p8dn1Dcv1Ft/08W48yqKgzCpU21HXFVmRIkzJuXOOaRjcvrrj2ez/196bxlqWnne9v3fN8x7P3meoOjV2d/XotMe0HW64SgsTLIUAQiIyyAwCBRxhAwoEUOADMrbEJ0AoCCTClRKwiC5h8E3CNXbsxEkPdtvd7rm7uoYzT3tc8/jeD6tS0JcAfYd2dzv7Jx2paq9Xp9Z6au33Wet9n+f/H7O1McT2bWbLiNtH+8iqZn//AF2qnD+3xcb5TRzfQbN0yqrANAzSJMNxbKQKr924gSJhmc0oypJBr0uOzuu7B6QSDNchrTI0oaDaFmpTgaKhKQ0f+8iH2Vrv8tLLr1HJdoKezeZ86JEf4KH77yGcHvHsd15AVWquXrzAydGUWzdv4tgupu3wymvXUVUN27a5vXvCa6/dwnU9TN3ANE0cx8HUWx8yv+OzDBfMw5D5fMbO7R08z2/7lSwb03HRTIuT40PWel10zeJsOmW6mLPW7+PZDt2eiyIkQkqEIlBEqzBjmTZplpKVBb7rYRo6VVWj621xwtpggFBM9k5PoFFpREOUxBRlgUqDkAJFVTGkYB7HFDUgVWTdoCDodXqkSUpTVTR1QyVq8qpASgWlVlAaQaOAc+e77rkerm3TDVw0BRQpkU2N67TL7FJaVHXMfDGjkQp1A5qi0e/3sU1B4PvoukoYhaz1N1BNFVWXOIpJIVOSSYxpW9i2xWy2QFBzYWuTsyjBMAxMKdg/OMT2PGRZtpqZRU6SpFSyZjQaYzgm0WRJnma89OLLnFvzcNa6RGHFYjF9S/P8ezpJrW9uEYYRiqbSGw45OZswWyZ0A4fbt/f4gUcexA0Cmqbm1u1dptNTrj2whuf7pEXOfBGi6Sabm1usDfocH87YuX1Mp+sTxymygThMmExnDPoDXM9BVSSKoqKpSrvf0khkVrJ3NGd3b586j1m75wJdz6TXD8iLtjxYURVswwQa8rzCNC0OD8+oqgahqTz3/PMML21RU+H0Lda3L+H0fRRVZXa8IJxG1FWDoen0e0NCZcFisaSIczqWTTido/k2pRAUqOiqiiYahuMRg/E6aZpyfHzC4uAM22lN8sL9PV7+7kvYqkUUhQz6PVRdo78+JDwNkVJy49Ye13dvoCuCg+6ktXvwe3z9N5/h5GSKqPRWyUIDuzdgdxGT5jGTRuV4eoLpWuimTrA25LWb+0RZjiwSfuPJb7N9vM4PPHw/WV5huC57B7c4PAlJi3a9W9EMpouItbU+SV5x/cYN1ocBly5uUVUlZV3SAEVeoKkaimhQVVptNc9jNOrw0MP38t3nX0EqGklacDabEi4jut0+soZpA3UtODw64+j4kKou8GzB9saQjcGQ9fUheVGRZgmqprFYhliOz9b5LQ6PzvjWt19i+8I2mhAUeUq32yHwTcosQxcqrqmTpBFxEoJQWC4jyqYhn0luPPEsai555dsvcDabc/v6Dr1Rn96oj+GZLMIlHctjADR1zbBroKiw3hsyWy7RVAPT0pgmZ6RVjKlr2I3K+tqI2dkMpWr44H1XuHZ5i27HJU4yRt2Aft/npVffIC9LJrO2AGW8sYbv9vB9F8c0KfKcJEqYLxakdY3pBFRVheN5OLJB1wWarjNPc8qyplEEjutSJFlrNtgJyMKE0XDE+z/0PvYPTvjV/+NXScOU0WidD33sQ7iGxree/iaHezfYGPs8cN9VDM1h5+YOqlC49957iLOY07M5vV4HVTNIkyWOFRB0e3QDn17H5/r119jYWkdXaAVkixxd01FR2BiNWMYpN2/epj8YtK7XVcH09BhbNxFSI69KoiQk6PSIsoyLnS2kqBBKey/FWYyh6SiKghAC27DQVB1ZtwaLSZrTVBVFWdIJPPaPj9g/OiGJK6IwwrMd8rJEEQpCSijahwpTtyibGtHU5HVFHqdURYZARagatWgwfIuyLlBViabc8fnSwXMcFNmgq4JOJ6DKUjzXYRG2YgNZVqKqEARd+r24bZrW2wrfjY0hmqiQTQmYlEVBnEQ00mFjs08YKZRFyfHpGaKUNLLDaDTENmyeee4VJmGK43W4dO48yTKiEQLf80iLirIocH2XEgXXdVBUlWVVURYV82nOxrDP0SRiHr6OaRlvaZ5/Tycpw/CZzWesj0fs7J7yjd/+baLZkovDEeHZGZ0P+0RJzt7BPjs7e4zGbX9RUdTs7hxgGBqBp1GWgiLX2dk9w/MHXL16qd1byEvmi5jp2QzHdUniDNvW8VybsqjRVZ0ozTg8OeNgliCrhkG3x+RsgqF2uBhsQtI6hi4WS1TVAqGh121T3d7BIaONDcqqIq8KTMfg4PYh5y9dQjEE0STC8EyKtKBIc4q0oirbhs4yq6EWaFJQJDGqLjD9gO7GJllZ8tr1V1tFbctksDYizRKaqmY8HjOdTanKmiiKMXWDzfEY6oYgCPA6HovZgrzKCToBqm7TCBWhq9w6OMYyHbS4pmo0bG9Ak9U0eclgGFCZFou6oGhUzqIcuzeiaWriPGd+64hpGNJZWyNewO2zkIPJBMu0qTWYLJeczSLQLCoJju+Q5g39tRFnkzMmswWNqbDW9+j1u8RRyORk0qo7NBLTcEjSGENXuXRpGylUsjwhCqeYukIURyzikLoBgUoRF8ymUwzVpNftczY54/hkQiMLzj10L1cu34dnqaiaimmqpGmOGxjUwMnpKUcnZ5yeLpjNE5L0JrZtYmgqSVog6z6q3lAVOY2oGPe7zKdLdMNA1Q2youI4XvLbLz7Nut1jMouI85paKTDqmo6pUioSxdS5fXTA/tkxBipHlkVVNiRlie3YeL7XNg4bcN/6iCRJUTseVZHSMSrWB0M2xyOyOMLRHSaLCRvnLrA27DGfzAiTnH0J2TIhzFKMxRJT1dBRqcsa3/cJ06SV5LFtDNng2gaWaTCZnDDo9all0xo3NpDnFVXdEDgmpqIR9Gx+/w//Pta31vjSl75KVtc89pEPc/HKBabzY55/9jmqMicILHRNJ4oT6jQlz3PObW2h6yZqWREEHQQQLsJWwcQw6PgenudimDqXL13ANHUQElk3bcVmVdPvdGkqCz/LmExmzJcJpVRZFA1HkwWmouGbNq5r0R2MOVss0TTByWSGaamgKCxmcyaz1sgURUFTdVRVoaqKthlbKgSBT+B3eOnlNzB1gyrLuLWzh5QaUldRDZO8qinyAqSg9QxWqKsaoYq71axVWYNQKOsS23MRhqDRBULXEKrStiCgYhgmfidA1A1ZmpKmMYFr4m+tk5Vp6wtm2RwcH9I0AkMzUaRgY31Et+NhWTp5GqFrgm7Hx9AktquSZEsaXCQZlm0yHq8RRa0orGnY9HsDer0OaVkjmobxxpC9PZ84yej7FsskY5mkmIaBMCtmsymGdicRCQWEwv7RFF2U2K5Opxu8pXn+PZ2knnzyGSSS05M5qDo7tyd0LIM33thlqBTM5yEnyxl11bC9fYGmbl93T5cRx2czFCT6+TH7B1MW8wKBRbdr0Uha8zhNR0oFVTXJ84Y33tgh8B3uve8qtu0RzpdkRc0T336Wk0lr4zHqXiRNCvKsJI5ioijEchw0TUUKQZqWVEVDGOV4QYBqKBydHbN94RxREuHYHkVRIau2yieeJhRpQV01NFVNU7V7CDQSTSjUqobe6aCZBttX7wFF4eknnyaNEvx+wNrWiGU4ByHYWF9nNpmSpTm7e4cojUK/36c3HJCWOeub7b6MluoYtoFaVcRFgRmYVDS4vQF5UrF7cIRhuziBwd6tPXqdtnk6yXKStKDKSyYi4lzQIYymJHFMUbbr9qpUELpJmkuE5nB8FjNZTtEcmwYdx/LxXYOqkpweT9i5eYRhGEjNYrSxyWCtTxiG1HWF7dgoqkKeF+ha++V3vFa0V9UFddXaq1iWQqffJ8pKbt7eo6waFEvn5HhCWVSUeUFWJGysr2FZJkHQJ81KlvMJQcdDoWIym3Hlniv4rodE5Zvfeo5OZ0SclhQV1HesunVFYTaZc/HKVqteXebYRsO5zSFFrdLMQ6RaQiGZxDHHe3N0TWdzo8d9P3CNyhF0+h5pHBKlMWGRYEgdRXe4sXeIamg8+gPXON/vo1QFlmZiGQZZUWJoeltWX9fMlQZN1KTLGacnJ+RJzNqwh2m2YjTb6yOSskZVNSanc/zApet2KMKUUjOoqpI4SaiRVHVFFC/p+x5XtjYoyxylqbDN9o08T3PyPEPKhvH6OrbnshkMePjyNe576AGOp0vmecoPf/xxijjmia9/mSKP6HY9BuNNqjxrixOKkrSu6HQCojDm5RdfpWxqVFXFslxc2wWR0VXA0HXyLKXMI1zboBN4HB4dkmUJ5y9cQCg1Qkl5/Y3X0S0P3wt47cYtFM1AVzsYpkNge3Rdh/5aD0FNVaSgmly/tcvG+hq9fgc36JIUJWlZIUXbg2ToOkgwDIMiL1CEJEziO9JpkqIo6PR63Li5h+m6NEIQJTGG2joFyKZuxaplQ11LsjxH6BrKHUVy13PQPBPDNSmagrqsW4Fqz0MTKmEcYWgKw04HVVOJwyWJJllGEXGUtErnDei6SVbWKEgCz6QfePT7HYSssA3vzpKlyqDn0OuZ1HXcmk02BULTME0VVfFZLlNOT0/Z3z9iPo/QhEZvOEQzDTRDx2okoKAHJpZhcXh6ynK5pEgzHNvFNR2qRlILWIQpva7FYLyB69lvaZ5/TyepvdMZCnD95iGD/oDRcEySRVzf2eWR3/8hchpMy6Jr9igbwcsvvcI8SlmGBV7QZ3Z6QhS3m+fxskIIga4r1FKyDCPKEo4OT1A1izTJKQqFy488yLA34PjkiOlkztalSzz0vh/gV3/lG+iazmg45mDvBpoiyPOULEkpy4Lx+jq3b++RZpLN0ZiyqtFNExTJhe3z4KocHh0RHmd4fbv1aEG2Nttpe6PWdUPdNG0BBCCEitDBNE0u33sfRV3z/HdfJA0Lti9c5sLVc9RqzenklE631z5lKhp5XuBaLooUZGXO8ewEO3CoKInyDMO1UcyQebjAbQp0xcTSLJZnEXu3DynSlK2tLRRRtf0XowHLPCfPMoQQ9DoBlSKYzKbQtH1lal1TNzA5PiNToaobqFRu7Z3QIFEyaGRDEhY4tkNeVLi2BcMOru1SFTnT+Yz1tQ4nZzMCz0bTVBBG25CtGRiG0S5lZikgiZOY++69hzhKKZoaOysJgmvMw5zJZIGmmximhSLAMnUefOAaVVny6ssvc/3VV/AcjQ98+P2UWYJuWkxnU4Kgi2M7SAlNI6nqhjQNsc0hQdABGkzLJklyjk+OcT2f9bU1HKdg73iGrEuElJzf2sS0XW49eYt0GVEbFZGa4hoeCEGc5WiGydp4zGQ25dbxEfdevcTGsIOvq5Thks3BgF5/cGdirDidLdqlN5mzPhzgWia6KhiP+gSBR93U6JZNnNf4rsX50RrLRcxMgeUiwhUmjqkjpUTTdfr9AfNoST6ZoBQ5V7fv4+r2OQ6PDqjyHFVAEsUsplOQAsuycGyXKM54+eAVxl6Hx8cf5Wtff5Lf+rX/zGg0okhDDE1y6fI2qg5NU2E7BoqikKc5miao6gYhVMqqpGpqqirFdV1cz6WWMJlOcD0L29RJ4gjH1rAshfGox8FBShonoJj4gYeqKkynM9K0gKpB1VXSJENTFcZ9i/5oiG0blGVON/BYX99AUyWGqbWCxnWJYVuIssC0LPIkBQRVWZHJjCRJcD2fOE155fp1HKfLb37reYRhI1Sjdcu1TYSuUzUNluVCXbfCzyiUed4u+YsGRWsb2P1Oh0aXNIpE3jH+tDSztY1RVWQDs2WIZRhoUhBHMYbR59lnX0JTVU4nCwzLQTNs6lqyWC5Ru211YxLNGfQ69HodluECMxN0HJU4zLAsSZZEOI6FQCFJS6pSYJkmwbkee0cn2I4gnS6ZTWccHJ+yCCPKvECg4Ho+uqJAVSFlje04mGa73G/euf9MIXnwgct0Og5ROH9L8/x7Okm19mgCVAPLtbn3gXuYhXPEssO1993PaGPA7q0dposFYSK4uTPBcgsaBJZto1gOizhnoHmoqkEncFlf7zPo+aR5jpCSo90Jpt/B0E1+38d+hO0LG+zt3+L66zc4PTrE6XQInHbtVVYNSRSjCokQ0JQVhqaBItBUjW5/yFNffoLvPvcK25cuIRSdrh2gmRqT5QxNa+X7o3mKqglQJHVVU+YlZVFRFXcSVV3TSIG84xpWIzg+OWF/75A8rRj019ENg/lsRlQmmI5JlmZMj88oixpV0RBqAwhs22R9a4vlck5eF6RlSccLcPoeVmAxWB9QZSVn+1PyqMR3AqTjYtkGTd3gd7tEZUZeZHR8F9fQSZcReVpCKdry57LEUHQaWTOLYzLZgFBQdJPrr+7TGwT4XZ80SzF1la7boRQNqgaaIhkNely/fp0yA9dQMUSF553DC7xW7r9pyNKcNI3xfRfbsoiSCN8yCVyPeBlxcrBHp9/D0hQ0paRIE+qmYrS2Tr8XoIiStUHA/t4+jucQLyOKRmH/8Ihe1+fCxhZpGiEQlEXBIw89xHyRIoTKK69eJ4oiNtbXSOMQiUpdS4Kgx/HpGV5Z47gdep2A05M5ZVUg0ppu12f08Aij2SRMI156+UWyomK8PmJjNCZchBRFTj/ostbtMRp2mYZzpG6R1w0906HrlJimSW/Qpc4Ljk9PGQw6mIaOUBqqMqPT7eP7drs0lEXoikXPczg7bSWghp0eumEgqoairiBJ6HcDVENDLmo214Zo4zV8XYW6JE+Sdg+ubOV4+t0BCgrzRcjrL75BVuS4msE9V69yfHDKb//Wb7NcLun6DrqAa1cu4Ps6RZO1mnyayXS2gEaimzo0AiS4nk1ZlSBMHNukqQumk9M71hwO47UhqtIQeB66LvA9h163S5plGLZNt9NBVVvF8V7HZ9gf8PqtXeq8pKpret0ea4Mhs8UEVVXwPI8kTdHVVtS1itrydUM30e+86XiuB01NmmZUdYzreMznSxZhQm+4ztPPfJdZlNJQoOk6soEojlF0nTIriJIIQzco64Y8by3u0yzF0QNcxyWKFpydnCE1cPo2jmuTpxmyAhQFWUtsy2kb1k9niKZBCFjc3idcRtxz+TJFI4gXEabdcHJySlNJBn0fKSXj0RrjtR6TySnL2RTft2hkB8/pYBhQlmA7Jnle49s+t473mM0jLly4l+Ui4ebOLkiN0djH0U2qosCybeI0Y75cEscpuqayvjEmCmNMzUAxW6X8pm4fEhRF0vEddKV+S/P8ezpJdQOXqoZCVXB9E8PR6Ss+isg5t71BWiXUjeS7z1/n+u1ZawW9OANZsX1pm7W1NXQBvu+iCkkjW/OvulZoKsHp8YIwqrn/4fv40Ec+BI1kZ2ePnb09NDNgb/Iq6Tefw+0MKGSFbVhMTidsn99kPBwSRUtGa2vUsmI5j1guE2o05lFIc3jAaP0cQZmTVzm6olGlGW7HYnYYoZkqUtRUVU1ZFK2C+J0lwIZ2WaGBdgkxL5nv7KFIHU0xWYZLhFGC7uMEDg0Np2cnyEqiaya6oWGYFo7r0tQ5eZqwf3jAYNinkTVxGtEf9lGRyKpmuVjy7DPfIbB6bG6u0+t32dxa57UXXydOU5A5umGgmBpSU8jymjIuMG2LhhqahkaCaais+z1UU0dKwWKxYJKVxIuY/qBLMBxiqBpFnKFqgn6ng2tZaJoCqsB2PYRmkKQFaZKhdH3KMoP2nZOiLDk+PaYua9IsbwsVbt1kb2ePs+Mzul0P13XIS5V+36Uqx2RJxvQ04/LlTcoypqpSPM8hSQtM12EWp/iBR1GU9Lv9VsmkrnEtg6qssU2LIk1ZRind3qCNg2ECOqqm0e12sWwH1/XYP5wgFIGuaAhVoxd0KJOMW3v7mKaN0DR8y6ZuasI4Qqitw7JsSgzLYrKcYxomdqeLWjWcpCmvP/k0vuVy+fIl6rJAJhkXH34QRKtkcnC4y9npKZo2xDBNNN1kuczQVcH6eIhhd9k9mvDC9dcxdR3fsqCRxHlGNE8wDJ3ANghcC9fU0dWGpi6QUlIVdatnV9XUVUWe5tiOx2Pvfz8XNze5et99fPOpJ7l1ewfDNImSGN8wSKKIi9sXiAtY1nnbszi4yq0btwjDEMe2SLMIvztmMByAbBv3oca2DfI8xzB0el0fQwPTUGgawWy2JFwmCMWgKmqkKtna3MLUW1PA4dqY/YNDekG3NRM0VbIsgqbCdl2yNEVtdHTHIkszDEvD0NW2IMVysVQdy7aIwhDHcUnSnKKqEbTfwTcODkhku4cUL2Is10YVCotlhKmZNE1F3gjqpq3WrKmp6/ZH0zTquqYqKhoa3J5Px/Fpmpomb/8NlfbtPS8KqrImXYYIJLZrtw+vUnA6bVcIVE1Q1TWeH3Dx/HnqssC0TDY2Nzg72SNcznAdA0OVDDo+opHMp0uyIuHc+Q3SrIQmwbIcprMDsvImiuqwDFPKsgFUdMsiTlJcP0DmGeEyIopiFEXBD7pkaUGcJliqRVU32LaD49qtvNrZMZb5e6Bw4od/6DGu37hJtFzQCWwOdm7jahoDp7XuyIuKotJ5+dUjTmcZ5zZHuK5D4NtcuHgOyzJJFgsMQ8exTGRTcTZZcHtnn5OTGUUi+KH/5X/lI499iNdev8XXf/M3aGTCMlpw6epVThY5bxzc4tz5rO2vqQSq0FGFxcH+lDheUGQCw243hRXbZri+Tq2rdIZdkqrk6WdfoBu4uIFNUqSEy4Km0ugP+uzu7IBsS4vrpmp1sYSCUNr9rf+SqEAz2gIHyppBz8IJbDqDDrptkhUZtmXSVJKqqbFdk06ng6HryNpmuphR1xVplqMZGlEUoiugIPD9gKYR2E7QVkxpKp5js5hHnE1mjEdjGkOSZhllWVAWreSRkkpUKVA1g62NdRbTGZ1+l8Ggi+0YjDbGLMMle7eP0DSdWq3o9QJ2dnZIkozucA1NFXSHA4qyQhWC5WLO0DXZ2VkQuAaXL2xS1zlJkqAJE03RmZ5M8Ts+mtAQhoqh63R9nzovKPOMjXNjgk6ArBXqQjIXIeO1PpcvX6AoI+pqQJSUzBZ31ACait39Y6o45Z6rFzE0jX6nFVBVVYU8bwjuLEMlScLuwSFHx0c8+r4HqeKENE8BjeXymPl8CQjKqm3APDk5I8xT6rQA28bv+BRFhWlZuL6LlA1ZGrNchshGQ9d0mqLkxtFBazdeNUSnE9Qc3tg7wXdMPF3hlZdfY7y1jhCSxSImkA6LeUS/33qjNXW7v2moGru332Ae5lBLuuMermkiG8k8mjOdndLvd7B1iYrO1niT/f194nCJ1+mTZSWikViaxiMPP8xHHvkAjqrz6o0bLJOYyWTKV3/jN9vl7tEQIRumsxlZMuX+B8/RCRwMXcG0fI6OZizDCE1RSPOMXt9h+/yY/qBPFGVMziaoKqyvjzk+PkVXNI4PT4iTJbap4cQORV4jsBColEVNmM4wFMHlC+dYLBb0A4eHrl5kOl3SCQKKJMbs+mxeukiaJuRpTL/bwTI08jLFdzwsUyWOl+iAsG1k01BkOUlW0qCwjJZoukklBXFVEzUVimWRTmf4VocyL2ikbBUfqgpVaORZ2pqnIqmRGJ6F6VskcQJAU0hk3lDGBbqloTSCKArZPrdFt9Nl7/CAPKkQQsG2bXRTR6kKukH7nVaE1u5N6jrLxYI8j6jrmrNpxPPPRZh6w8bagI2NNSxD4FgGy+WUIs8Jw4RjY0a/M2CxjFksQvrdMd9+/jXuu/YwZQ1xmuMFDeF0Qd1ITk4naKqOrhsoIiHPCqp6SiPB7TgYjkmW56gaJFnGbBHjmio3bu2+pXn+PZ2kNFmSJyEPXbsXy9Ipy5yebSGajGeefZmbt/fZ25sxmecMhmusb445t9nH0FU6nsdkekaZZXc2vTWEFJydtqXdlhnwYz/+ce65doVnvvNdvvzrX2MyPyNMFgzXBry2u8/uyYSN8TqK0Bh0DF575SaxESGbmsP9HQaDDkfHM3r9bmvpoFn0h0OEq6FqKtdfv8HRwSGN2GB0foytdsiKI8KkIEpD4jRFkzA5OsJ0bQzLRqgaKLSv/qKNgxTt05vpmJCWVHlKUbYVQVEUkiYppm4iLBVFFdR1Q1GVpFmOLlQsx2Q0GnF8egqqZNDpk6cZnutRS4mqadxz7V6yZbt0KDSF119/A0VRWd8ckTcF8/mcRtYYqo7jOVR1ThjN8UcbvO+RBzg+PCLNUzbWukDJlfMDyjJg4DscHB5RCcH7rl1ke6vPGzd3ycqGk9Mj/O1L2LrGww/cT5llLE6PsXSVTreHqmrEcUxRVCzTAkVqjMebRHFETY1SCW6+cQvfMbh672WiNCRcLkBouJbOg/dd4vobt6nLHFNXMA2LqrIRqs6HP/Qob+zsMlvMmU7P2Oz3MRQd33aZL0LCOCQrS3yvQ78fUEj49nPPI1SBbeqcHJ1w6dI54ixFVTXmZzMOT0/QTZ8kTZkvQoJuBzUvsBQdzzTQTQ3D0EnilLIusAwDRYFBf3BHC7HGtmzKorjjB2Xgro259d3XEWsuaZSTGwqHZ1N2T065evUSQWdAU5ecHM/pD8YoQiEtltSN4NatHc6OzjiZhIzG65DV7J8d0tC0DsGDPj3fxtIEnqni2Tq+Y7G1sY7jdYijXaq04IrfZ0uzeeGJ3+Lo7ATLd7nvoQe4vXeb6WJGIyBMU3RNR2gGQc8hiiN6pt0qeTg2s9lNTMuiyjK6fZ/xuM94Y0gSx+RZhO3oGLpFWgims5DZ4jpZmnJ+c4SUFUJIyqqh2+mh6waqplPWoCG4/74rxHHM669d5+ql8ywHGb7n0YiSIPDQRPuWcvXSRVTZYGgKYTij8VyEVJifTnDHY2ReohkWg8EYI0545fobbF+8xGwZUudl655smliawZpcoz8YcnZyQlOUZFH7MOXaXlslqGtMpxOCIMDsOiQyRbd1yrRANTQs00JVNSxFY+vCeYoswzB0TE2hZ5mkQiGKJNQVumg9mzRFIc9r8ixG1zVM00QIQVZU7YNCN2A86jHoOAz7HqooaZqcMk9wLQvuaBCqUme5CMmzkr29PWphE4YFX/3GbzFdRK0hqLWkrCpM2yGMIlSlTZqdXpeyqO42OJd1SbosyPMcr/HANNk7Omm3BdLorc3zb1P++J4QL5dsDnp4mkKeJly5dInFdMorr91gsoiQtQaazWhjhGxqLEswHncQSMJojiYEGCYgmS1j6qJCUQ3OXbiPH/roY/T7PX7960/xW0/+NnGVIXWNQijM0xyZl6imjW07aIpga7yOLjRm0yW6ruF3+3h+hyRLEMLEtBxOp3NwbTbOb3B4cMjl+65Q1Q2G45AVJZ1BF8u0CJucomqwfI9yGbOcLxg57fJcUTWUVd02BAsBikCKhrLJcDSTs9mEbhCQlQWvv/Y63W6HbqfbFhY4Fss4Yn9/DxAkcULdlIzGQxoJlmVTNwW9bodE01FVjdPphDKrCMwOhZFTS8ne4QGL5YLx2hpVnTFeW8NzTWRV0ev0OFYNJvKEUX/M1WsXsC2V4TBgsazJ8yXjUZ+qSPA9h4XRoKklrmnQ5DFXLmwwHg34rSee4cLWBp5tMp8tqaUgCZeoqHT8Dh2/x8nJKct5jGHYvPDiq8ynIb2ez7UH7kPRVMJ5wpNPf5dHHtjm8tWLrG0MCOOQMMkQikJd5/iuRRzFLOYL3KDV0xNKRRSV1GWFIhXGa+tYhsl8OsfUdML5ktlijuM7GLqO62okB2fM44xu10fXdfb39/EDG8t0KKqG/eMT4jSjzmo03cZyHBRVY31jg2SnQFaCIHAwXQdNa23ViyTGM2zGnR5FVjKNpqx1fGqjxLzjLlsXDRtuF0szqauKIgnZPZlgaApXEHieg5Q1pyfHNLUAdOoS+oM13P0ZRV5z/tx5sqwgjWKSJGERh5zbHHHp/AV8Q2BoYBkqTVXS73ZxvYCTsxlVmhEtQsJyRi4LgiAgFwXvu/99vP8DP8CXv/Z1lnFE13WYn01Z6/fwHAO9VSJlNl0SdAL8oMvaYMBsvsQZtrYcBycnXI7OMZ/NmM8XXLl8hTQpSNOcJGuYzed4rk1WqMRRDEhMy2QZ5ayPeiyjkLIsEdSUWUiT5xRZzNbGBpZhEMcJWZG2b2GWjq5KHKPV93Ncm/liSlMUWLaFVgmy2Zx4OmMwHiEVg3mcESc5hulg2TV7ZwcgBXESUzeSebhEs0xUXSNXYHx+neO9ExQpMEwLyzSpRY2iqqCqKJpANoJclohKcnp2xjlvhKtbUOY8cPUyEgijkDLzOM2njLouZdO0NjdlhdqAMEzqusI0WjsdhCAtW4sTBR9L09AUQVnkBD2XtbUNzk5P7jwAK9RFjmbbrfK7hAcevMZvP/08J5MJuaJiBwFF0XBwckbV1OiGiRBQ1q1YrCZVDN1Akw1VI6CSGLqGaZmUVUWYJNiaiq0ZKPrvgeo+zzXo+Q55mqFpKvt7+zR1TXe4QSUjZAMVDSigqjDoe9RNju04KJlkmcTYjofQNJaLCF3Vuf+BB3n00UdoKsn/9gu/xHQ2w3BMQOVsMSPJC2pFUAOGaQIC2zQo0oirl7cpz5Wsj9c5OZlxejIFTedsFuJ0A8Ikox94HB+fUjWSTuDg+S6GYXBydMJsMef0eE4eNyiKoOd1yJV2D+L89mXOXb3MKy+/Sr5Ytp0Wrb0pjZTESYrtWvhdF83UmcchnuOwvbmN5/l3lqKOeePWrTuNyDWarrF1cRtVgSRMCPyAOA5J0/xOP0er8Xa2mDCJJlRFjqq0elvdrsto3MO2dQxdYOgumqry3HPPk0Up50YbyCpHkRVNlVPVBZahIpucPEvQtTXCZeuEPB52WF9fx7FNDEVgKJLL5zeYh+3bXDKPWcQJqlDZ2NikKDK+/e3vcGl7A0URCEWQZTXzZcR0ucTrjzg4PuToZEapWFhBgOVazBdz6rom8DpUdUNVNeiaxHUsjo6O4bTG9TqEcU4al2hCQxMCxzYps5RUSPLUoyprdM3A9wKapuH27h6TO47JdS1wAg9XVTg5OWP7wnlU00AqCrplk0YZZVMgFYXT0wlraypqrUEuWJ4uGOoGhmIghIS6YOA4DHWv7YPLGkaex8Xzm9RlxnQRkSoV5y92URWdG7duYwQu7lqfzfU1fN/Gcx2gotu9iqbCwckJmmqSRCENJaoOaZIwDZfkosHvd9FNHd92cFSVjUFAv+eTZxlN1ZYzK0iasqIXBFiGw2I5pz/sMB6P8Xy7bV/QlHZ/ybDpdTpE0yV5GtHzPC5sbxNFIcO1gPXRJot5yPMvvsRouMbGxpj9vZCyzpkvliyilKAz4Gwa8p1nX2K2KMnKhqqRpFnBwfExw0Ef13EQQra9cXGMrqmtvJNlgKzwOzaPPPIgmqZzEB+R5zHdXpfxeA3Xtog1BVlXqIZFGifMJnOs0Ygwynnx+RcRsubC5UvM4pxbO/tEhcTp9tnbO8RyHQ4Oj7m8fZHvvvgyFQqOY5NlOYqU2J6L6drUoq3ONTWLkhrTsSmb1jxRqIKyLHG7LnVWYWsmpqrR9X0CxyRJYpqmpkwzLE1wz4UtLMvG8X0Oj47YPTim1+8xWSzRTQ3V0NFMnTwrWMYpStO0zsBSEkUphuGiGzZIlUaComsITUM3G4TarvRoqkJ/0OHDH/kAx8unOJolRGmGpluUd0rci7JGM1rHYEVRqJHkZdEK2woFyzYxHatV0o+iVkGjaqiRdPr+W5rn39NJqt/v4Ts+RVGyWIaEy6j1CLJ0ekOD2WyGgeDypQuougBZoSgKhmlgmgbj8RC/O8TtD1B1nUHQ48rFbZazkC/+77/MG7dvoqpwfrhFNA/ZHA/RjTtGaVVN4HrIokQFhv2A9bUucZpQ5BGz2SlRnFI3Naqh4voBqtM6ZopUxTBbKZxOv8vB7hFlnNHrd2gKSOKMOE44TvYJBn0u3Xsvw9EI2UiWy5i6lggVEO3NLaRAs9tlwNqA09MpHS8gnCy4xU1UXSfOc6aLJXVV4zo2ZV2QlDlJXRBoFuEiZDAYtlYCWYFlmGiifUMtlglSgm1ZaEJh68IF0jTE8+y2slE0lHXBMkxoZE1dVOzvH3BhvEbf9okWIUWRUTUpW5sjaCr29nfo+B62Y6EqDUcH+2xubJLlOWmWM+r3sM2Cs9OQcLEgjDM8z2E+nyNoUIUBqOiaQZ4XXLp6gcHGOq++9ga/8cQzhElMkTesj3qcv3SJBgkCkjTl8uYmi2VEmmVsbAxJopzjkzPSvOaZZ57G8ToEnk8UJUThgjX/AhvjDWRVUNUSJHQ6HXTNIM3aHpqzxZL5MiGOljz88D3YOixnE2ZhSBlGrTiw5xBnJfPlkijJWMxjDo9OOTuYIBvJ5taIUTBAaSocVAKvT+A4NHmGZZrce+Ecg34X1zFYzGLUqmYtCNqu/kVIr+Mync0oVYGqS3xfx7Ulum5SS4GsS3zPxne7RHHB5Qvn6fXHfPVrT1HUJVrQVgD2fJfN4QDP0vEdk67vEKuC+WzJyfEZFYKgE5DnFZpeYpoqhmWg6xpb5zZ5+MEHWMznzE5PeeiBazi2wdnxMZcun+f977vMuXMjqiql2w3Y2z9iMo9xvIA0Lzk+PqPT65JmKq9fv0UjIfJqXnnlDfb2zhCajVT01k5dU2lQUDUdw7Tu9M616t9rozV0VcOyNKSo0BSBIlS63QG3b+/iuja+7yObBiEUVEUDFCaTGZPJGd98+lnuu+9eAt+jEDrr65tI0+dgsmCeCWZRisyPyeqac+fOcXR8ys2DM5RaRTQVmqbgeM4dmaOGyWyKG7hQ1VR1W6KtKRqWY9IoCqqiYgYGa/0+ezf38CyPsqzZPzwm6/gIReKYKhujEetrl0njhE4vQNd1Br7NcDBgOg85PjulrCSKVqHXNbVsUFWVTuDjuT5JkoGsyPOYTscniqJWvaVZougK3e6QsqyxHI+z42Mc32e8OUJVFbI8R7MtFFVge25rypjnaLpGWZVtMUjT3DWKrWSNJjTqpiTPS+qmYH19SBrl3L7+Bh98+P63NM+/p5OUoatsbo3Z2dkljiMURSEMI/KipKhyDEOlG3R55OEHsR2Dm7ev4zou2+fPk/VTVCnbRlYEW9tX8W2bo8MJ//krX+fg5BjdVplNJzgzC10X0FS4uoJlWEznM3RFchbOiC2VteE1sixhNjnj3PlzeL5DLTU6/S5F2Va6yVphFkVUZcWg30VXNMIwwXUcwqKmzhoU1DsitoLJ2ZzTszlXrl0hKwpee/YWB7uH7RJJ10XVVNBbG4fAtFBVwew4Yc0b4NsGMi+YHE8Rhk6piPaGXhvgujZ1VfDC9dfwLAvPcVB1lSLPudOARS0aqCHwO8yVKWVRodY1RRKTJQs830JTJJqhAq0dQ54XbG9fJPFCqjin4wb8xlefYHN7nfXzA8I0xnZ0PL/LMpyjGAqWbVBVCY5roxmt/cIsjfB8h9s3r7O7e4Rpe5R5gR4E6KaCbzu4lsZiHjJe66HrCpfXtzmchBxPQo6nCf3BOpZp0g8M8izj+o0JeZ5iGQZllVMUCaqm4AcuWZbRH66RlyC5yXQec+vmbXq9LutrA0yttVAYDvqYpkWSFSiq1rYFVBX9wRBt5wwpYxaLOXGcoHdtaiDJc46OT1F1k6osWRsMqCRMwxBVb40RNy5ssThZcrx3hiE0rly7QH/Qo84LsjRDUwVlWVFVDcswbN/uNQ3HdvCDANdzicIltmEQzeY4wwGOaaJpYFkalmEQJSmKptPxHaRodSXDwyM0zUGICsNUsS0bIRpcU0c0bXNwXTdUdY2mqiyXrTiv0C3yxZIkS7BMh7qpiZMYSb+11lAFgpq6ytEVwXK+ANlw6coFhms9qqpgb/+Ag8NjFouUuKioJeiGSpxmuL5Nllc0suH4+Iy6OaIoQbMC6kagGwbntrZZLubouoJm2OiGiamYKAqYqqTIEgoBTa3T6/tomsrQDUiyCtcxiZMMTVHY39unKhu6QcCEGY5tMZ0tqaTGrd0j+v0e9z30KKqusHdwzGSRE0uVWAqSKCOqjnnp5m3iOOc0DNsCKV2lt9YnzVJUTUE2kKVtIQZlzWI+x9AMLMvEdG3iJKYpK6q8Znex0yqIayEdz+XeR+5HV2tmszMqVYOmpM5TPFun61oA1K6J422031/AMO12z2s+xzBNGtlQ5Bl7BwdsDnso1BydTmiEwDQ1rl66gNBAVQS1BMv18FyXJErJsoKe5TAaj4hK0ZqghhFCaMhCgGwoixzTskiSGCElDbL1A8tbp21N16CR5FmBJlQswyJPcqry94CfVFPm5ElIv9tB0wz2D05Q8oyqTDENC9cxicIFTz/1BJtbG1y55zL9YYcyrzjYP+T0YJ8rVy9x7so16qTkK9/4Nk9/+1vUjcTt+hyfJqiWSZhE+I4BmsagFxAEHjcpGfQDLF3D0lTqqmYxW1JXbaNtr9ejaiIUVbSW7mWJFJLFfE6a55Saiaihjgs6boBWqagouKZGFZdIW0Oe2+Ls4IRknlKvqxRZBQJ0Q8H1HWpqpAaYGqptcLZ7xtbgAl1N4fTsDK1WyRcZ3Y2AStZIWRP4AYapogmLey5cJDBcTMOk0wmgEQi11dzShEJdVTimQ+C25pC6KtAdk7X1EYqmIJu6fcUvSwzDYL4IKfOG8XhMtoi4dWsHU1XZ3N7C6+lgZLiuie0YGM6ALEnI8hgvcCmzVrl5sVxwsH9IVR+h6zrX7r8XFA115wDXc2jqNgaNrDm/tYXrWsyXEXmWc3Z6yvWbt9EtC1RBXuRM5gknJ1M2N3qkaYzXcTk82sOyHXRNQyiSo9MjTo5DFMVul1B0HctSMTWdwaDP2mjUit8qgjBJSbMMXw9QNRVdUTi6dYswjPB9F8+12D88xLK3UHUdUNDueAYJVSEIPGZhSBB4iEBHNwwaKen2O7zx4nWOj09YWxsgswrH1tF0heUyxnddFFUhjlIEAkUzEarG6fExlm5wz6XLxHFCEaWoisLk6IQi0mjWe3R9H6RCXuUoqkqSpjSKgeO7vH59B9e3uNjvoJsOURRiaCqNFMyXIXG8JE4Set0ejRRsbJ5jtlhycHjEbLbE9VphUVVRQdR0ey5+16GSJffce4lvPvVt0iTHMk2KIm+18JKIOC5RVEmNyjKOMEyTNE1QFUGUmGRZSZJXHB7NQaisjTbIsqj1fLOsOw3RW8zmMw4ODpiaOpe2zzFY64EsiKMIy7YwdAvHspA0LJdzZrMQVUAaxxyVhyRJThxnpGmGAB588AEaqeEHPUbrI7q9LmkDt6/fYmf/iKoRuL0+etBBhnNKVWeeLlpbE8ehlBJFVdoeKUUhLwrMO9NsnqeMewMGnYDZbAlSIpAISTthlxVrvSGkFU1ZsL7WwdHbN6hLW9c4PT0iXszYGHTodTyKvHX6tkwdFLVd4tQNTNcjjOI7Td55a/Za61BXyFrS9V0cv88sLGnmEXUjGPQ81oYdTNtFaAqFlJSNwmx3xsHxi7x2/SZSN5EIDFOnLAEkDQ2B46JoKroWkGY5y+USwzQZrA15/fU3uH17D8e2WC4iwmmIY3tsrm3g6NZbmuff00mq2+ngug6NhKPTU46PD7Hsdp9H1VQG/S6DQYf9/V2SxEfTBLPpGVGYkqU1W+fu4fz2fZS5QjTNODw45eXrb1BVJbqpUwF5kjJUu4wtF6VuKLOc2tTxbIPxuMPlCxtQwenklEF/DIuQaJkwny9YLBI6agfDMGhkg0BiaQYybzjdPcE1bbaH6+iWzYlySqfTo0HiWCaTyRTHMvAsg63heU5PFkzmMy7de5HhuEsjG8JlSK0KFFOlinNEpvPAAxd57ltPM+yPWHcHvJS9wmwaE4saw1WJkxApLGZJTJlnxNGSNG8bFadnEzzXo8lLNMtiNFrj+ovX6dgO650A3dZRDAXV0MjKElVRMDStFcfMMo72D8jjErEtUaREtQwcz+VodoyZCoJAI0lDLE9F0w0sx6DMC3zPoTIbsqQV4Vwbjjg9nWFaJpevbDNdzFnOTRRdYXf3hH6vz8b4HEHQwXMssqxkOV9QZCmq0iYwITQEtI3LQufoaEKnZ7WSM7pOXZfkeUav0+F973uYr3/tm1S1ZDDoYTgWprGJoahUeYyUNZPpFCEaVM3A9zugCKqqIckzFCFYLqa4QUC/2yfLCrI4R1dV8qKhbgQIjbLISbIU3/NI0py8kliWSdNAXEb0Rn2yOKYRNbOzI5ZI7r3nMl6/R55ldFyXjueRxjG9TkC/28G1LRQEy/mUpobN0QAhVJbRAonJYp4RLjLWR2vkRUlZxSR5jWY69AcDzIMzXM9DNS181yOeTymrisY0mC5CZFMTpzlh3D6IKIpGUZaUZYmitc3avV77AHByfMhHPvQoWRqxt3sT1zYQVLz/0fdRlBmnJyeYaklZVZQNBB2HXsfB6Q1YLpecxTGIhqppSLOCPGtVWZKsRAgFTVUZrw1wPRffNhFNgyIllqFTFAWz2ZT7r13h7Hi/7WWyLJqmIU0SDFNH1vUd08QSISugZj6bk6YVqtBpmpqqah2nkzTF7XQQus7J5BTNsmgUSIoCo6na/08pSZOEs8US13TBUFENnW6vi2poqLogKSt0VaPj+miKgqlpbU9cI0jSDE3TaOoayzBp7ccka4M+gauzvTFgPAgYdj3Whj02+y7LxZLN8RpVVRHHGUVZI3SNZRwjRcPWeERSNjR1jef7LKIQoeTkZUW8jJkB436PB+6/hzhccPH8JQYDD01t7+2qbvAdF123WN88z6+/+DV2jybESUFv1AFFASlYhjOMWme0NsTzXMJlW0XcNA22ZVE3FQjBoD+krk4J3A5dr4vS1HQchysXzuN9PwvMStn6kNRVQZpG1BLm0zOapmQ0GmCYOpPJGXmRg2y4euUyo/UB09kh3Y5PELikacWle+/n28+/SJZXdLwOTz79JDdu75DFKb2ej+HazO90witFjq0pFHmMfmmbi+c3WRv2mE2niEownU3w3C67e7u4rkuc5OR5yXCth25a7B0eEC5CVF2jaaBKS0ynQ9ftUVUlg06X07NTPLfVE8uimNnZgvPdMdfuu4f/88tfQStqXCmY75xQliWNaFD7NmosMZYN/8sHHmWye4PAMfFUA1FVZGGE5ejYvkuuFLiWSZYlHB0cYtsG4VLBtAzKsmzdasvWWM1zbGRR0eQ5daairEF/e8TZ2THRYsZitqTT7SKqijCNcSyTrY0xk5M5ZZliWya6rSNNQVSWTMMFrjPGsZy2nLoqQbSGhWEUMT2b01Qai3lMmlWkWQGK5GDvFpvnNtGvbbNz6whBg6YplGXJ7u4uvucxnc0xHYfN9RHX0pJnn3+ZKtMwdIPx1jpFnmGZGoEXsFyGeL6PrilUVcZ3n3+Jw70ps2mEa/fQaG05kA07u7vIusS1TeKmuSPh47SNaRL6a0Om0zmL+Zx7Ll9CKipplhMmKbt7h/QHA4RSECXpHXv4HFSN2WyJ73hM9/Y53NlnMBiCqAkcjaHfY3PoYyoBpqHhuxYIhcAyMYWCFA26bWDrAs82sHQF3TSpq5IsL0ETVE3VJtEGkqxCUSriNMFx2vu5aARxFnLj9hGTyYy6qsiqEFMROKbOyekUkCAaLMvipVeu0+14rPUH2LZNVmTohkHPavewolDFtkwC3yKOZrzx2stMpwvyvOJjP/hB+sMRpycnJPGcBkEpFdI8hzhB6jqLxYLD/V1c20bXVRazOaqmMd7ogSq5vXvA6eSY7c0NxqMxSdzebwjBujWmbmryPKdpCg4PD+l2PM7rClGasljk5FmK5zs4jgtILMvg6tXLDEbrNM3zfPf514mTgrVhn5u39zg5O6U/6DCfnZBkCYqmUTaSja0Rx5Mpk+kRumO3rR2WQ1EUaKqK7/vodkCWZ7iag4rGsOMTGDbhPKSoq9bxNg6RdY1lts7CpqIgZIPtOczmE/I4IbY1TErODTtURcHpyTHIBssyiOKIs7NTDNPEshWaGoQiqcsMXQULjZM4IooSFF2nSHIMXef05AxDUfAdl+lkga7DGzdvUVYbrK/1yEsoZEp9Nuf5F16iE/TQbZtL91zFmocUVUW/P+CNGzdxXYsiy1kuFyCado9cEXccymrOjdcJw4gLmyOGgcN8NmNzYwNZVdx75QpVlvPsd55503z+30PI/9mIdyE3btzgypUr7/RprFixYsWK/4/s7u5y7ty5/+7x9+SbVL/fB2BnZ4dOp/MOn827l+Vyyfnz59nd3SUI3pos/u9FVnF6a6zi9NZYxemtIaUkDEM2Nzf/h+Pek0lKuSOs2ul0VjfBWyAIglWc3gKrOL01VnF6a6zi9D/nrbxkKN+D81ixYsWKFSv+X7FKUitWrFix4l3LezJJmabJ3/27fxfTNN/pU3lXs4rTW2MVp7fGKk5vjVWc/v/lPVndt2LFihUrfm/wnnyTWrFixYoVvzdYJakVK1asWPGuZZWkVqxYsWLFu5ZVklqxYsWKFe9aVklqxYoVK1a8a3lPJql/8k/+CRcvXsSyLD7ykY/w9NNPv9On9D3j85//PB/60IfwfZ/RaMSP//iP8+qrr75pTJZlfPrTn2YwGOB5Hn/sj/0xjo+P3zRmZ2eHT3ziEziOw2g04qd/+qepqrfm7/Je5Atf+AJCCD772c/e/WwVp5b9/X3+5J/8kwwGrYDsww8/zLe+9a27x6WU/J2/83fY2NjAtm0ef/xxXn/99Tf9jul0yic/+UmCIKDb7fLn/tyfI4qi7/WlvG3Udc3P/uzPcunSJWzb5sqVK/y9v/f33iSOuorT24R8j/HFL35RGoYh/8W/+BfyxRdflH/+z/952e125fHx8Tt9at8TPv7xj8uf//mfly+88IJ89tln5R/6Q39Ibm9vyyiK7o75yZ/8SXn+/Hn5la98RX7rW9+SP/iDPyg/+tGP3j1eVZV86KGH5OOPPy6/853vyF/5lV+Rw+FQ/s2/+TffiUt623n66aflxYsX5SOPPCI/85nP3P18FScpp9OpvHDhgvzTf/pPy6eeekreuHFD/qf/9J/k9evX7475whe+IDudjvx3/+7fyeeee07+2I/9mLx06ZJM0/TumD/4B/+gfN/73ieffPJJ+Zu/+Zvy6tWr8id+4ifeiUt6W/jc5z4nB4OB/NKXviRv3rwpf+mXfkl6nif/4T/8h3fHrOL09vCeS1If/vCH5ac//em7f6/rWm5ubsrPf/7z7+BZvXOcnJxIQH7961+XUko5n8+lruvyl37pl+6OefnllyUgn3jiCSmllL/yK78iFUWRR0dHd8f83M/9nAyCQOZ5/r29gLeZMAzlPffcI7/85S/LH/7hH76bpFZxavkbf+NvyB/6oR/67x5vmkaur6/Lf/AP/sHdz+bzuTRNU/7rf/2vpZRSvvTSSxKQ3/zmN++O+dVf/VUphJD7+/tv38l/D/nEJz4h/+yf/bNv+uyP/tE/Kj/5yU9KKVdxejt5Ty33FUXBM888w+OPP373M0VRePzxx3niiSfewTN751gsFsB/UYZ/5plnKMvyTTG6du0a29vbd2P0xBNP8PDDDzMej++O+fjHP85yueTFF1/8Hp7928+nP/1pPvGJT7wpHrCK0+/wH/7Df+CDH/wgf/yP/3FGoxGPPvoo//yf//O7x2/evMnR0dGb4tTpdPjIRz7ypjh1u10++MEP3h3z+OOPoygKTz311PfuYt5GPvrRj/KVr3yF1157DYDnnnuOb3zjG/zoj/4osIrT28l7SgX97OyMuq7fNGkAjMdjXnnllXforN45mqbhs5/9LB/72Md46KGHADg6OsIwDLrd7pvGjsdjjo6O7o753WL4O8e+X/jiF7/It7/9bb75zW/+N8dWcWq5ceMGP/dzP8df/at/lb/1t/4W3/zmN/nLf/kvYxgGn/rUp+5e5+8Wh/86TqPR6E3HNU2j3+9/38TpZ37mZ1gul1y7dg1VVanrms997nN88pOfBFjF6W3kPZWkVryZT3/607zwwgt84xvfeKdP5V3H7u4un/nMZ/jyl7+MZVnv9Om8a2mahg9+8IP8/b//9wF49NFHeeGFF/in//Sf8qlPfeodPrt3D//m3/wbfvEXf5F/9a/+FQ8++CDPPvssn/3sZ9nc3FzF6W3mPbXcNxwOUVX1v6nAOj4+Zn19/R06q3eGn/qpn+JLX/oSv/7rv/4mV8v19XWKomA+n79p/H8do/X19d81hr9z7PuBZ555hpOTE97//vejaRqapvH1r3+df/SP/hGapjEej1dxAjY2NnjggQfe9Nn999/Pzs4O8F+u83/0nVtfX+fk5ORNx6uqYjqdft/E6ad/+qf5mZ/5Gf7En/gTPPzww/ypP/Wn+Ct/5a/w+c9/HljF6e3kPZWkDMPgAx/4AF/5ylfuftY0DV/5yld47LHH3sEz+94hpeSnfuqn+OVf/mW++tWvcunSpTcd/8AHPoCu62+K0auvvsrOzs7dGD322GM8//zzb/rCfPnLXyYIgv9mwnqv8iM/8iM8//zzPPvss3d/PvjBD/LJT37y7p9XcYKPfexj/00Lw2uvvcaFCxcAuHTpEuvr62+K03K55KmnnnpTnObzOc8888zdMV/96ldpmoaPfOQj34OrePtJkuSu2ervoKoqTdMAqzi9rbzTlRv/T/niF78oTdOU//Jf/kv50ksvyb/wF/6C7Ha7b6rA+n7mL/7Fvyg7nY782te+Jg8PD+/+JElyd8xP/uRPyu3tbfnVr35Vfutb35KPPfaYfOyxx+4e/53S6j/wB/6AfPbZZ+Wv/dqvybW1te+r0urfjf+6uk/KVZykbMvzNU2Tn/vc5+Trr78uf/EXf1E6jiN/4Rd+4e6YL3zhC7Lb7cp//+//vfzud78r//Af/sO/a2n1o48+Kp966in5jW98Q95zzz3fV6XVn/rUp+TW1tbdEvR/+2//rRwOh/Kv//W/fnfMKk5vD++5JCWllP/4H/9jub29LQ3DkB/+8Iflk08++U6f0vcM4Hf9+fmf//m7Y9I0lX/pL/0l2ev1pOM48o/8kT8iDw8P3/R7bt26JX/0R39U2rYth8Oh/Gt/7a/Jsiy/x1fzveX/nqRWcWr5j//xP8qHHnpImqYpr127Jv/ZP/tnbzreNI382Z/9WTkej6VpmvJHfuRH5KuvvvqmMZPJRP7ET/yE9DxPBkEg/8yf+TMyDMPv5WW8rSyXS/mZz3xGbm9vS8uy5OXLl+Xf/tt/+02tCKs4vT2s/KRWrFixYsW7lvfUntSKFStWrPi9xSpJrVixYsWKdy2rJLVixYoVK961rJLUihUrVqx417JKUitWrFix4l3LKkmtWLFixYp3LasktWLFihUr3rWsktSKFStWrHjXskpSK1asWLHiXcsqSa1YsWLFinctqyS1YsWKFSvetfxftZnGOu7sl+UAAAAASUVORK5CYII=", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:436: Consider setting `persistent_workers=True` in 'predict_dataloader' to speed up the dataloader worker initialization.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Predicting DataLoader 0: 100%|██████████| 4/4 [00:05<00:00, 0.74it/s]\n", + "215 predictions in overlapping windows, applying non-max supression\n", + "129 predictions kept after non-max suppression\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/deepforest/utilities.py:394: UserWarning: flip_y_axis is True, and projected is True. In most cases, projected should be False when inverting y axis. Setting projected=False\n", + " warnings.warn(\n", + "/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/rasterio/__init__.py:304: NotGeoreferencedWarning: Dataset has no geotransform, gcps, or rpcs. The identity matrix will be returned.\n", + " dataset = DatasetReader(path, driver=driver, sharing=sharing, **kwargs)\n", + "/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/deepforest/visualize.py:126: UserWarning: No color was provided and the label column is not numeric. Using a single default color.\n", + " warnings.warn(\"No color was provided and the label column is not numeric. \"\n" + ] + }, + { + "data": { + "image/png": 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4/f23mRz1WG23uP7MFcI45ZvfeYtmo0Wj3uAP3n0HRRIIopDReIita1gVhzPnryHLJt/42qsEiY9tq2iaSqPZwK3Vf6g4/2eS7vuN3/gNfu3Xfo0XX3yRl19+mf/6v/6vWSwW/JW/8lf+gz6nWq1j2zZROOHixR12NpeYdMeECx9VLLCXbDS3QhEntDY6bG+16PaP2e0fklRlAiNHNmQevLtLf3fEtY9co8xK+vtdJEFCyGDenzIPPVbWO0iKSOSFGIrMePcI3dA5d/4M0jzj/p1d5uMJx/vHxHHM+voGm2e2OXv2DKoo0t3dRZFlKvUKo9EM2dCoNRvkcYSqayiqxHQ8QCh0GnWXhb8gzxIqpkqWBCxmI4oiRcoLSDM6jSqdyxuMB30OD3ZxHQPHkpkFc+IgYF7MMMSCiibBIqfWcBFFDUFSyYoUuZSIkhxVLxnNZpAnWKGBWpdwbYPFbMrGco12UyFLMrI0YDruoSoCk8EI07bRbZsHDx/RaLSQBBGRAtsyCMMIUZAQxZKyAE1TyZMMKJBUCb2UEWUR29RxKw6GpiEIInPfZ7HwyfMCWddJo5A0jghDiTgqSLMAzdSQFIn+cEDVqVAWCZqiomkGK2su2d4hvcEEQZToD7qsdFrkcU4ShFTrFaI0RBAlDF1HdepcvHiFh/efIEtgaAaOVaFiWWRxRpFklBRIkkwcp6R5SV6U7O/vYxomy6tLGIZOmWf4szm6piGrIpqqYBoSYgaloeJWq6RxjONUaDz7LFAiUqJrMmfXNpGKgjSOyfIcVVeoV+v484DxZIwhKPieT71us7O5ShwlCAIMJ2MaTZezZ7Z4un+EY5kUaY4iFWRJxHKnjW3pFLlMlMUc9weMtGO2z7eIkyn7Bz6maSKqOkKeEaUxkq5QqdfojaaIgoAiSaRpzJW1LSaFwFF3hlomHB0MkWWVqlklC0LyRCMOPGzHYJ6WTGcz8jQBRObzMXGS4zomllWlezxiOBrgWCp+FBCEEVmWoaoqs8kU8pQsjpDFEkEUUBUFRZLJs4L5PEBXLHRHJS8KkiRCJKfZqBL6IoE/I4kDNGMJ160iKhJxlGKYFt3BmLQQuHn7MUEYY5gGfW+BFwfohsJ05lOWEjM/4503/5goVPj8536KX/mlv8Q3v/l7RHGKbmromkaBhKFb+FHA/qN9wiJCrujMA5mWa7HUbEKcYukGeV4wGk+QJJlmvcE8DMgRKbICBAFREAjikNl0giKA4kg0lurYy212Wmu88vxL9EZ9jp484OHdx5iKytbWFl/6+c+jGyrvfXifV77wSbaubPPq994gHmUsPI8o9FlZWkJRItqtDnl2jOf5OJaNadmMRiMMU0ZTVBALgsBnOhkhiAKFCA/2e7Rabb79rde4e/sGH3vuGcR6nWdeeI7Waovf+e3f52DvgJ/92Z/hYHeXPIlxHJs0i8nThEWec/nCJVqdVf7k9T/h/Q/exXZMqlWLLM+oOA6DYe9/Nb7/v/gzEalf/uVfZjAY8Lf/9t+m2+3y7LPP8rWvfe1/0Uzx76NVr1Cv2Wy1TD5xts3de08pcxE/Dllecgm8GFE4eapordWpd2we7Ib08oJQlFldXcd1HA66E6688hIXP36N/eNH2EsdhInBzI+xNRtZkgimPoUkIhUyWsVEQSQYz4jGPkv1Ju4rL9MfjNBR0JwGr3zhM1SdCovJlIptcqFxhn73mDQMqZsOQ9Xg2sWryJqMIAmoAtz84F1Cb0wUheiaxtSbY5kWmZJh6hrN1hK6BsEiZDzu4s2HdFotVpY7+AsPyzJxay4qKoaho5Upi3BBkgS0l1pEsYgkjzEtKASJNE1BlGi4Nco8QZIE0jhFLmFtuc2oPwUxJRJysjJjZXUZXTfJkpzpbE6OQJFmNOsuzYbL3sEBFUFipp78WamoyLJIzXVJk5T5fEacxdg1G0mWEUuQhQKhzJCQ0WQJ0zCJggitUsVsuISRRxCV2LaKYTqYjkUUh8y9OePRiM31DapOhTQFRS6RFRVZlREFiY3tNZ48eMrvf+1brK21aK80aHeaOLZJpRR5dNglCTICP8ZxVBzDIY1iev6CJImRJZn+YECSJtSrFRbzGZoqU6vZxFFIteZimioP7t2nWq1gmzpxEqKbOm7FYOYniKXGbDKmUXNPhFwWOe4e4wcTwsWczY0dnKrN46N9Zv4cIRBRDQPXdYiCkKPdAzZWl2nUXRRFRBZVLpw/Q3orRFMEyiImTwLEIqFWtdBVCcfSEcqM+XzK6soy/d0hZV4iSApzzyfRMzRFoyhF/CBgNhjz7ocfcjie4IcZpmUgywpFkZOUBevLK/h5hutW6dSrTEcjUt/jysUdnr++Q8XW0BSZ4uScTMWtk4QJk9kcL4goS5koLpjNFgx6I3TD5OOfeIki8wnjmMFwgKlZnD97hkuXLjP1QnqDMUkh8u6ND5hoEroioUs6aS4QzH0EA0SxRBJLosDDslS213eQFQlZkRAFEV3VmMzmxGGJoqgkWcG9u4+xKhb19XOMZJlwHhPFMdkow/MX3L7zkHsPD5BFm3/xW7/N3/wbf4Of+ou/wpOHtxke7WPZFgcHx4xnPgUQxQExMbYMzXqTLIwxZAVdN6EoCfwASZLQVRU/mEOWUxYldsUFoUBEQkRFFEATBVTAn41ptVd58ZVneXLnNqODPk69Rd2RCTyfr/3uv+JGe4lP/MSnWN7cYH8wYv3qBX5xe4OnH9zle9/+LpOFz3F3wOFRj1yA0XBMngvYjkmz3eL55y8zGoyYTuZs7WzS17pIqsLcS7l7fxfTrfDPf/tf8eF7N3A1FVkQuPrMdda31/mT77/J7t4+FdshjkK+/UdfZzgc4Lrnqbl1FFng3NlzXL96lTv37pAkAc1mDVWVybKcJElpnGlTSaMfKs7/mTVO/Pqv//p/cHrv/53l1Ra6JmM5MNnvc+OdDzh38TyuW8X3EigXIEL3eMyFM8soikiSw09++WdptWvsbK0hqDIXnr/AR7/4CRRHoveogxIkiKXKIi8J0pgg8vi9f/2vuHn7PqaoE6YZz16+gutUSKOIg70j2u0V6o1lttY2+NRPfBJFEiniCCnKODp+jGfpdEcDkiynsrqEZiikYUa6CIjDED/wUPKSrZ0dhDLHC0MkX4CyQJIk/IVHp2PjVFzyPGXuxfgLH6fqIMkCURxh2iZpGiMbEqIIeZZCnmM5Onoh8/SDp8zmU/wwQlJ0VFUliTMWQUjNsRDJSNOTVJQsQRYkSEHG2vIq3jwgjnIUVSUME/YPj+iNhtimhW3oBFHAcqvOcDQiWUzRrQp2xSJeBAhlhixkmIaCIYiIsoSiqKRhQh7HxFmBqhTMphPGkzmqrBJFC9pth4plY9oKsiiSkxEsPJI04sKl84wGE2RFw7YryILEbO5BWbCy3EFUNXTT5ObNe+zduMU83CQRSkpRRFENVFUjDlIe3H1IFMSISGiKjqFryAKIooCmy5SZjChJRGlKmKRYtolumggyJGmEWcokSUS93jypCYgC9ZrLZz7xMT64fY/9vQH+bAZJhuWYxH6MJIoogsDW2gabW2uM5iM8b4Kkqui2S5ykhGFIvFhQr7sMh0PazSrNegVZk5n3J8wmY0RKBn2RTqvJZOIz9wLqFYvN1VWOj7tIksLQm9MfjkiTktidoqyvsbbuMh5OmHsLdnsDEgmCPCMuclRTwTIMKCHPBMpMotZ0USQBVS7IsoBLl89ANGelabC90WR5tU0YJBwcHLKyvESSlCzyAMt0mPkpewfHFMM5SZoRhgmSKONP5uycXQYSer0BNSel2VlmOp5BmbG1sYQfhKSXdog1FzWU8CYzqpUlBMdGVU6+d4GMpU6TssxRDYWaW2E8mZAXAv3BkNl4hiRqKIaNqsqsbyxjWyaPBl2K9S10VadiV5lPZ0yGExy7Sr0WgmAw6g74va9/jf/sv/zPmHtD3vn+93EqFse9AXkOlVoVWbepiCaNehVH0VBljXalhm4YBP6Cim0TLXzcqoPpODw96PJg9ynqfE4hlFiWhaJqqJJCzTSRSNjd32OQlIz290lCH9mUEOSM1U6VsmHjGhq1VpPu/i5Pbj/lo5/7DPduHbMI5nzpsx/h3IUz/A//7Kvc+OAWcRJjOQ6KopJnCeP5BNtWWFl2SR0dQ9Mw9Ao/+aWfoOI6UMByu0mhlKSphyYkuFYV27Jpr3VYBD5PHzxmdanN9WvXONrfx9RVGrUaiyCgLKGzvsFzz79I9/iI8WiAokrohkawWGAaFlGZcLB/iKxKP1Sc/7Ho7vt3sb25SVqWFFnJB+/cZXV9hd2HT2i0O5x95hIxsLs7JMtyLrVcsjhnq7PE+P6QYHeIffYsWXCSd5eSmFe/+i2+/70/IfZmSJpFWJQsry5z7ZkruK7F1uoqgiBxbmcdTZZRJYEzFy5Qc1wiL6O9sc1P/PQnCcOIvbt7+LMpRZHiGBo11+TimWs4FQdJFGmORmSFwODJEQIZjmUyHY/o9/YpxJylpTaiohDHCbKqIosSumGSFxmSIuPW6qRJjCyL5FmKU7UxLBUhzoCSPM+wdJ2yLFA0FVW12NpcYtAbkZcGBSVZlv7gySZnOp1imTqlH1Krmf8mPTUcHNBPe0RxznA4odNeQtUMEAQ21tepOFV832c47LGzvYVr6liyyngRIpQZbtVCVUXmiwW1aoX2SofJdMZoNKHIcxr1DnPPJwcEUUTTFJbbbVQZgshnbX2dqqsx6PeRc4EyKTFNg2arRa8/YjQaEy1CNte3UWSVmIjBYIhVqTAcDdg+d44wuE9aSERJyd5Bl2CRIMgS+08PiaMEXbVQflDbyiUBSZZxbBNBFNDrNVRFYTqdMp1MEISC1fVlllvLQEmSpVQrVcqigLKkUq2SJAmSLLPSbjObhoyGYxRZRM0kJKkkyyIKv8SxLChSWg2XyxfOcTwaczwYsyhkrp3fYeOZZZI45uHde0RxSn84pF53abaanD17Ft+bU3dq2BWHZ69dZnf/EEVRQSip1VxSWWIRBPRmc6bdCXPhEa9smaRryzx9uk+jucx+r8vxbEIuK2ScNOAoeQpFQZ6k5FlMLpWcadSo2DqKKqIpGaqiUms5iErJzPeIwpS1jXWOD3v4vo+qaHh+wvHxgKIQWV5fZlmQSJOS2XTGu2+9h1CEfOTjL6CpEuPRkCjwkcQCioQiFQjmY0wVNFVEUyWcmgNiSV6kmJaJLZkEXkaWJXSW2kiSgKarmIZBXojkWUmzqZCkOYZhoYgF2xtNLp6/gP6wx7emKVmWkcYZkiDSarapZQK+H9FoLvGAnOPBPjdvfICkiDg1h6VOg0q9gmnZFGVBKZfIlLQaLqohkOUxi8BDEiQWc49ht48kCaysrzBdRAiSwNrqCvMwZjQcMx96CIKIoahUz27zzLULLFVc4sWC0fER9UadimUz7g+wHAfd1knjhDwNKOKY0dGc1/7oe3z2s59idwjf/s67NKsW//Gv/QU+vnfAd775PXZ3DxCEHFESWFta4szaOpDRqNeYT3yyOMGyHcbTCc3JlF73iKPjAS9cvUz/0WOuXbvGxs42bs3m/t2H1F2TTmeJ1eUWb7/+GnEQoKgyM2/O2bNn+fRnPsOjR4+4efMGmiYiySCLMmUhEAQRYRATJyfp0x+GH2uR2lxd5n6WUWSwc2aT/m6XcX/IzsWLGKaJpIsouoSt1RCAN7/9Lq//8fvYTo3Gegu3phBHCes1h1e/9U2+++q3GUY+giRhSCW+P6MV6vT3H9FsVJEFgYXnc+nsBq5lo6sG/iJBlk2efeUCZ86vceedtxncOqSzvcbVly+jWhpFEJEFHnGwoH+0jyZJTGceQRDjzQO+/967CGXB1voq7VaVQhDwFwviJGUwmeD5IYauMZnrNOo2vW4XXdORZZFmwyXLckxTQ1ZBRqbMS9I0RbEMsqIgDE8+y3YUVldrjCYLFM1iOPYJ4pCCElMREQQ46o9JYp/NlWXGY58kK4giH8u0cd0qQRiiKDqtZotGvYkAlGVK1XU4d24Tb+bhOCa7+4fYlSpZntMf9Dh3botKtcJwMDqpMy0WTCchgqTyZHefRqOOqisIQkkYLRAMGddSMR2NZrtGkkWEi4SiKCly8Bc+nu8xGfgIeYE3D2k3GyytLDH1Iry5z/7hMbJZ4cLzV1BKkGSVZqNBEgaQg79IEAQVQZLIixJFlqAoiMKQLEvJKWi1m8iCSLPusrrSZjQccHx8jCxLFIZMWWYYlkaa5IhAliTkWUK92aJec3HsPqurHc6fv0B/0KNSsag16ty9dZfpaIx55TyNtovrOrQmbZ48/BZH/RFNXWW13aBim9TqVYb9IbIAjuMgCyk729tUKxWe7u4RBSFRGHJuZwtVM+n1B5SCwPdv3SZAoL2yQrxISUyD2/ceU190eXT/ESvrIbMoQVB1wjhCNnTIUpI0Q0wLLl+4wJ1btzk8PuYLX/oiW2sr3Lt/h66YcHlngyTPGM18NutN8mBGGMUEUUCW55DB3v4BjUaDKM2JoogoihAo0FSJldYSoR8wGU6oOCYry6tkWYqgglHmqKrC9cuX2DvuoS9UdEPGUQ06Sy0mgo4nCQg/eBiLwgDbsYgVgWa7QdWtMRxMEQQRoRTRFQlFkrh+5RJ+6GNo0GnVEcYx88mE1VaLIiuoOlVEUabWrHN03McyJDIiHt5+n5/84ue4+ZbFZDqg2arTWarT7/c57B5RcVzGFLh1g82tNTqdNt7Uw5vOUSQJVVeIopjj7iHzxZSgAN2xWTVMJsMxcZCiyxqj4ZT33vmAluvi2hXcRpM0zUmShDgvEMOU2cQj8EMunDvPg71D2p0OD+/e51t5wVf+3M/w+H7Om997k9eKlEtXL/Ef/dLPU0jw5PET7j28R+z7ZGmC73l0llaxDIOAkrzIqboNZElmc2OV737nNT73hc/ycz/9Fba2z1KUBbPhlKdPnpDmCboukiYhlAXbO9tcf+E5bt69y8WLV+j2u7z63T8mzWJsW6fuVqk5Lo5ugigTCwWVikMULn6oOP9jLVLNZo27WYahG4iawh+99T5arUpnpY1lqkRxSNVRsXWVe/cPSAWFz/7cFzAaTSxbpuEa7N0b8/Zrr3H7ww+RNA3HUFnEMbkkQnlS9JdFCcU0ycoCtSzw+z2cVZHRcEph1/noz3wONc15/Rtv0H30lAtnd3j2M88wH064+eY75GlA1daoug6yAN7cJytKRr0uB/tdZCnDNByKImMRhsRJyNyPOB6OSYqC2dxDEgChRpgsEMoSx7GpuRU0XaFS0YnigFKSyYqSNMtIypwoSpjNJyCUdDrLUGasrLpopsjq2g790YKv/9FrGIZNrKuoukqz1eFw0KM/9DFUg7JQsI2Tk4s395hNPTzfw7ZN0jhgbX0NRQGBgsl4hCxIaKrCUrvOIopQZFhdauN5PpPJhHqtweqyyXg4oubaVBwFXZfo9o6oN5o0600EMWeRLHBlneF4gqyVpEWKUzEpcoG5tyBJE1RVIYhSLMVEM0wsx0LTNerNKlkGZ3d2uH9wRJTlWKpOkKT0J1Msw6DVaNOYRTx42qVEIM5TNFWkXqtSliVpkVMUOaosYZk6aZqgSCLLKx3mozHDQR+x1SSOQlzXYblVp1KtMJlMufnBLYbDCc32EroqoWvSyempSCnynHNn10lDn72n+8giWKbG493HdAdzNEng/Llt5rMJvcNDtrY3aTfrBJ5HkaXkicxoPsWtOpw5cxG3scS9u7eZTKbYHYM4jqlYBqIiIosCWqmwvNGhVq/z9sLk0WGX8e332Vxf5nA4IstKZEXBsmTyICRMA4QsY8Ou8Zd/5iv834ZzZv05xCkfv3yNuzc+wLarnDuzwyKYMZtEWFeaDHozVAWqtRphNGY+D0jSnPaKS5LnTKdzYgpsS+XMdptPfuw55tMxZZ7j+x7tdoM0LVBkFVXVmHs+4+mMTqfNUtBBj+rIs4gw8ImkgizLKKUCt1ajLEssyySKQgaDIaZhIyCy8EJ8f0GRnWQTqm4FuZQZHE+YzTIU2eLCmW3cqsWDbpc4yfjMZz9NmCTMZ3NkGUQKWARsLHe4duUi88UIy9LxFwGSkKIIIv7UJw0DZKlCvFgwHgzIkwJT0ymylCzPmc0XFHmBIItEYUy8mGPqJo12k0d3HlMQU6YJqR+Q+DGBY2FqOvVajaIsOTzo0WzUyeOMLBN4+OSIh/efsggLbMNh2B/ytT98g/bmEj/3Kz/D4OCYQX/Om28/xFm2OHvpHC9/8kXyOGE2mjAcTqhUXRbBgjiHerND6sXce/8hr3zyOuvNJY52ezz38gsMpyM2V5a4d+cmaexBnrHUXsL3Zpw/fwZRUWh2mvz0mS/jWCaPHj7mlY+8gGXpCIZKza2wstTCsR0kUcAvC4oSMt/nv/gv/sa/N87/WItUKZfEUU6Rl/SPhjTbbarry1hVmyRJ0SSRds2iiDIqismwmPPo/i5WbcKnP/0MeZzw8N4j7t6+i6RIlIqEhECaeOiKjm5ZDKdTBFGkUnWxFAW308H3Ih7fG7J5+TKf+NxL3Hr7Bt9+9XXKzOCF51/k+ucvcXxvlw/ffIc0D7h65RzttRr94YCiKBGEHNc0Uc5sEuUFim8yn3kMJ2NMx0QQVfqDY8YTn2ngo+s6y6sdJBmyPEXXVeyKTavZwDRVIAcxR1FFuvtHhFrEJJgiZyq2bfygnfqkvdmydSpVG6SciqOwtbnE3Xv7HCcJkiyypDXoTyIGwx7tWo2KZdFwdeIoJQwiZlMPBAG37hLFAYN+j8sXz5LEIYvQx7QdRDGns7TBeDIlShIePdlD1S28qYckQpalrK12uHDxLKalc/bCFjc+vE8YJJRFhmFoOI5GxaoSLXz8eYAiS4gCCLKIqqnESczOmR2G/YCDJ0fomkKzUUWixFRk5mmM41jMvRlekFCtuNi6ydFgQKfV4mg4oT+ckOUnqSur4mDqBm6lgiCUHHZjdFmn4thkaYJp6NimjiSIDI6O8X2feqtOzbaRpJNU1Nz3SLIU07YYDYfUanWW2k1kVSFNI2rVCg8fPaTiaqytL+PNJsRxiKqqtJc6iJLJ2++8z9rFcwhJysrqKpquI4sSYlkync0hf8La+jJxFPHOm2+xurnFs889z36jzsL3SSkRRRFZkKm5dUIkgjRCEAUESSJDYBRGuGGEKMuomoYfBcyjmMf7R0iCiF4UvNDYYH2lQ6NS5+bdG9x87zYvfPpl/vXvf51xd8rxaMJk2Ofc5g6aXiGOMiREREFFEDTGkx5FUfLg4WPaS0touooiS+iywrlzmxiGymyWo2sGiCVpmqBpOmEQIooSvueTzxeEWcnA11H7IzYsDd00sESbJMkYRzMcx2G506EoUioVF1mSyJKCYBHS6/ZoNNrMozlZmaAEEfv7h4go+EHJ0tIZztUtet0u4Q/qKUfHB7zw8ktsbG3Q6XT44OZNwsGUeObjug5Z7p80wjSbNGoWsiRx9+4jVMnCUFV0VaV/3CXPOJlvVFT85OQUqRk24eIAURQoOBnNUDUNVVVRColOo8kzVy+RRxEVS0NXFLrHPeIkIwoSAiNBFRWSosDvjdDtKmcvbfGxT76CqukMpgtSoSAzFTaf22FLlImSnCQ4yUCIiLiNGu1Wna2sIE6hRMALEwxDogwTnjx4QhBGfPozHyeTFfwkotaoE4YBT548otFwkSoS1WqVyWSMYZtU3CaLRYRh6ETxgnq7QaVeJS9KZklAqko8Gs8oPR9BKFmEKUpSoqbZDxXnf6xFyrRNhEQijlO6gyGb589y/eNXkTWN8WCKaSvks5C3X/+Q17/3IcN5iN2o8JUXz1OzVR7df8z333iTOIqQTI28LInSmDRNkGURrWJT5imj8RTbrFKQ0Z+EzCcJr3zsGV76yLN8//e+zbdefZ1SMvnMz3yCFz55lcMPHvL+d/4YrWagKtCfjrAbOoahUhSgaA6aYTM76pOWYNg2nr/A0EysqktRwGR2m939LlEaU29U8BcWaiKwtNSgKFP2Dw+RhIJmrYKsClBmlKVCs9WgnOVYjkmjWSGOgxNnB0FkNJ4TxwmqqkGWYGg6FUfBrdk82e9y0OsjayqiqjMLhmTllEKSEBcBw9GIqm0jShLT8RgBgTiJkRCZjGfkZYY393ErNYQiocgz6nWXw6Mui4VPKaqsb24SeDNEUaDdqkERMBmNoChpuBa3j7q020vU6w3yNCGNc07+tVRkSUASZEBA11XKAhRFJQwDcnLqjQazyYwsCqlWHe7d/hDBsFlZXWavPyZIU8osYTKf0Z9MyNMSQ9Upy5K6W6XZcE8K8YJAUZasrCxRrVSRJJHxwkNTSpaXVlFEBdvUefjwAf58giKCKBiEYcB0PCEIA1rtJpp6MvxtWDbVIidNEwzLpCg3ePrkKfWqy87ODlES0+8PMVWdhXfI+TM71ByHxPcQBZHZeM7C97ly5RqyWNI9PsZyDFRRwF9EHHePEESBcxcuIUgCw9GEm+/fZD4eoWQihQQUEvf39/BUCb0oMAwTZI3hzCcKeidP+ILM5658jEarg1bmfPlTL6NXLQpB5/hwwO//0Xe4/MnnePblF/jGN77De+/fJU8TdjYuMRxOuXP3Ka5t4VaqPHq8x9zzkBSFMs9Z+AtESWA8HuJNpywWQ1T5GfI8w58PsSyDPC3I0pjZdIphmjTqdfb3u0z8AyKzjms4lGXI3n4fpaEgN1UEQeXJ430CL8J1TRrNGlEQMp36J6cpSeDw6Ih61cWsVGmvrXBw0CUNM5IwwbFNDo9uU+Yla+trxHHKYDjk1Vf/mO2tbT7zuY+zc3aL9//kTZ48fML21iZJ6lOpaBi6QbvTRFVkQt+jXq+TZwlHh4dYpkGaZwSBj6RolKXIbL4gTFPqtRbzOCAucqAkE1JWt1fw+lMqVYeqZTNPEjxvgdZsMp2enMAqlTpZWhKmIUkusLN9gedfeh4UmUe7hxzsHzHojygpyMQMXZXRTZOZH+CNpyRZyrmzm1w4s0O9VuH8hbPImkIQxvQHY+qNGpqs8rEvfQRJBEWEb37rDXIJrl+/zmIesr55BtPQkBWZwXhKpdHEqbcoBYkkirl99wGarqEbBpqm4FRslmwX1dLJKBhHMUkJHUPEESGbBz9UnP+xFilJlNBVhePDHjdu3OLc+fOsDzaoNGwkWUBV4Bu//z3efv09plnJ9nPPc/Wly2xcXCYIQj587wPG0/FJYMp/0ECb5ji2jaKqlFlOnKQIaQ6CQFJC5OVcfvFFPvmF53n9d7/Jq3/8Norb4Od+8ad45rltPnj1TcYP9xFdg/6kh6mqJ0/Nc4+8zLArlZM0YT7j4KBLHMbIuk6t1kRSZB482qXfHxBFObblkE4zVpotNFXBtgwqhomkS0hCiSSK5ORYqgGlRCGAbZs05AZn2pvkiwlKKZMmMUGWYZg69UaNJM2QBIm8lLl0YZvj7pxGvUGcxTzePaQockxdJooCZjOJLApZ67SRFYWmZdNqN4jCGN8XUFWNwWCMrMpcuHgdXZXpHe+R6wqdpVVsp8V4FlIIClWnSuh51OtVKo6DN59i6gY7G0usLG0wHk5Is5TFfE7VqaBKEllRQiGiKyayLNLtHmNVHGzbBlFCVjRWl9egFJj5IXle0FleorO8TIRIsIixXZcwjBEFiVyUybMMzVARZBW3dpLOC30fUSzw5nPCOMa2dExNIyxSPG+OLjnc+uAGjUaTyxcvIQgpvd4A3dDRdA0BGcMwMHSDWq2Bbds8ebpPEEfASeuvbmq4tW2sfYUkjbFNHUc1iIKQ7mBAkSV87lOfII5iHj98yO7Tp1QqLuPhCF3RuHBui4ptkRXJSS1wESCLArdv3WZ/d48cOHfhAs+9/BIJJc2nB9y7cYvdR0/IowTdVnGxcMsKQZiwiHxMSeHs6joX185x5uJ5zr14nrtv38CqWXSTiId7R2SlRP/uHoc3H/Hpz3+Ct994n8BLsSyT7e2zjKZz4gwuX3+BVqNJZ2OHV//4jzk+OkRWVSRZRBChXnexDA3LULFsG8e2eHD3PrKsYVkOaZphGBbHR10cp4ptVZkOhnTnfRRvzuHRIyRRoKW3GUke0zjE8xMkYYaiyJw50+Te3Tsc7vd49tlnUJcM5pM5pmGj6iadlTV0+w7thkoRwIdlQZImHB4eYZlVAPz5jCxLufH+exwfH/Hiiy+w/au/xO1btznfbNPrHZDmIaJQkkQBlilz6fw2pmHRbDY4Oj5gPB6zfeYch8d95t4CQVbpdYekZYnbaCALCklZEAUBiAWtZps48Hmy/5Qlt0a9ViXyS2RRhVIijhLqTQfHrrC2tsbm2TM82R3zP3z1D/ngzh1m0wm2oWJpGhXTxLJ0Ul0hVlVkVcUSYToZcvS4JBjPKAuB0Shg69wZ3nv3JoUIH196HlESEEqFLEkRVJFao0IuSIRRSJxluPUGiihgOQa6IVGUJVkpo6oaFafB+vYSaR6TihDHEV4Q4A1iDt875Ljbp9cbMexPUGwLwzSoVs0fKs7/WItUkeRoisxgf4SqKUiyzHA0QdBFlpcd+ns9Xn/nXXTT5hOvvML2K1dZW9ZRi5zDwwEH+4cggiBLZGWBqWgoNY0kjkmCEEXTMC0bR9OhhFFvQaO1zGe/+DHe+Pp3uXH7MVKrzZ/7y7/AC8+e5dar7zM96jHwRsRlRqPW5Pq188hSDnKJ54cIkcEiyNk76nHnwR4zb4rj2FQMm1qrw+HxmIP9LoEfY5gmqihjVis4dYOLZ9bIohhJKKlVTUSpwNR1ivLE/aIscyhP2qCzLCVNTyxIDMNA03WSNMWybKwS0iwhiUu6h12EssQ0NMRUouG6NJtVdEOlalWwDZP5eMKg24eyxJtP2dreZJj2casWaZqwt7/PtevX2dpeo+7WWV1bZzQcUq0uwWyCJpq89cENBFGg6drYpsZyp8NkKhEuAoJZgF2psLOxxsFBn8l4glDA6vIyiR8hIFOp1InTGMt2UVWdtBC5d+8Rh90BzWoDt9Hi3p27zOYhGzsSmu0QLRIWwYzpeEyal5S5QBQl5Hl5MnSogWtZIAjUai5ZmnLU61KWJYogULolaZwQLyJqW2tkiYoEJFFIw61zsLtPHiUkokT/uA8UqJpGnueIskReZiiSQp5l5HmCbbqsrC5Tr1ocHBwiCAW1ZoVwEeHN5xR5yXQ8olGvs9xuMhhMCIIAUVLYfbqHTMbm9hqRF5MnKZQl85mH7wd4XkCSZvR6Q9BUjJUO1fPb/Mwv/TTx2OfR7j5f2y+YP7pN8uCIRZJRRDn92RhxlpAc+9y9cYerR8/xzOVz9L0QdxHhxz6rO5tkkwm33r7JX/xrv8zlc+d464N3T2om7QaPn+5x/vI1CkmmVGWuPnONh0+ecu/BPWqSg6GeOIpU3BYba6uIQBSHPHl6yNFxnyzLWVlZpV6vkyY5nbaIKMloqkWYCwjHEj1nC3HNZe7NmdBmJrc4tq7TT/scUzIVW4R+nZFxiWPTxTHPsghCepGMkmss1zY57qvck9Zo2g5zRyHseVi2jSAr+FGEqZ/U9Ba+hyKrSBS89p3v0tlZ59pL11EFhdWNDd55+w06rQZFUaIpCs2mi2mYiEJJmWcYhoE/m+PPp+wfjKi32hiaRcUwUFSVyWyGKsuYjk5GRhB5mFWbLJcpJBnPC/BmM2q1FstL6xwP+zTaS3zsEx9FEiRe+5N3+Orvf4cgTYmSBE1TqNgWVcskj0P8eUQaq1QrNm7Vpr61Rr3t8uTRE+Igol5r8+o3XyOKJXRZ4+LVHVRB5P33b7K1vo6mnpQJLly8QClAXgroKw2iICDPMtyKThBGJ/ZzYklRxhwcDinKlNl0zLjfx5AVilQgEUQmswlRuGBjtYPgh9x//BRBluisNH6oOP9jLVKz8Qyx2qF3PKDR7NBaXkGUJdZWaxiGyHuHfRJB5NOf/zSr22dQTJWKIjDem9A7Hpz4m9WqDH0PRTPQS4GqZdA9PmY2nlCpVLGqVUQEyECVHT7/Cz/J7s1b/PG3XkN3O/zKX/0l1qoqX/snX2U0HDGPF4imzu7DhyAW7O0+ZqVTZ2Nnk7SQ8LyYSFKQWx1cxaWWl2gFqFmJVk1Zs1eZGjrJeI4cl3zkmet0VmusrtWJAw9ZUijikDgM0KwTqyZNkikpKcscSZIpkowiT7FMkyRNKcqCLM7QNZMojJEkCUEQKYscRZJJFgGuVUEQJZbbHXbOruJWdfK0pH/QY2OlzWTQZzDoIQCNmosslCiqhucv6HV7ePMxD+7eod3uIIoilUqVarWKNw948OCQg55PQUK1UjlpRfUXKJJCqenMJ1PiIKZVdSlSkYwTv0bLtEEUoJQYDKeEUcRgOMb3Y8ZzD1nRyND48M5Dwihl5vlEQUJvOkGUQTdtUkGkXm8wnk4YzCaYZgVRkAl8j+lkjFAUhP6MPKsjCiKaaZJEEYIkEwQxC9/HNFTyJKbhVjBNizSOqVarnD9zjqpbZzgaMp/OsW0LWSrp94fMA5+iLKhWK8ymEyBn7k0wpyqaJrO+3qEoSsoipVq1SdMm8wePIc/I4pjtrW1qtTrTice3vvHHyKKAZUicPbtFkeUn349V5ejOA0RBJgMURcOyK9x7+JB89xj3yRF3sxy3UmVjeZmXn73G6stXULrP8cHtBwx7XdbbK1w4s4Wp6oipQCyXWIqFUalQt0yuXz3Hg5uPEDKT6dN9hEXEl7/8Gfb3d1FMA1U3cOotVm0DzVSw3Co3b9/n8OgIVdMwLZ2NtRXmM4/5eMZ+AWEYsFgsTjwLm0tUa1X8RcDBfo8wTFBUCdM08KWUIi3YmNyjLzeY+QGiKOD7AVNxxgeDu+RZSrtWI4oLXv/+Dfq9HlXbZDyccLh/yGQ0xbKrXH/2JR4/fUoax0zmKW7N4Ur6kJkf4FRrPHi0SxZ1uXLhHEGWYJoqSRwwTWMW93wkET728Y+h+yZRnLMIQ1TdOUltyQqaojCdzBAE2FxfJ05yHNtBliYc7B+jmydD8JWKRbvZpjfso6Ggqzp+sEApVaI45ftvvUWzWsfRVB5mT9ne3uLLP/NTNFc6THpT/uB3/5A333wfP89ptJq41RpZFpOGIeP5GF06mZGUVIXgB120TVvDlGoUc49ef0SZhMiFjD8e8eLzV3j3+++wsbnFB2++x7A74rkXnkXyFOLkxAFFkQU0TWTQ9en1BlRsk0G/T6VSxa4YzL0hsnTyAFukKW3HxNEtDvZ73Lr5gEqzwsbZLUoR1ssNRsEC27LJy+SHivM/1iJ1MngpMOgNWVJEJFVF/YEfXJoWyJLKxz72MZrtJt3eERdXz6AAaZLx/vsfcHh4yM65bZ52jxnMjxFEmVpcwbVsFEEEQaRedUnDiHAe8cWf/QXKIOR3/+m/IshEvvCFT7DSsfmX//CfsP9ol0arg151iYF5lPPuzbscdF0unD9DZtTZ2DlLtVGHQiDLS47DgCJLKRchmZfgLSYY4ZTG+mUUwcRBoGHLVCwVt1klp6S7+4Sjxw+YzX3q2slJRtdldF0hzYWTmlIikhcZggyWaSFJIsdHXY4mXWq1OrKiUHGrxFHM1sYGSSLz9KBHGCccHR+QFQGXLuxQpDlpktLvDzBNC0oRUSiRpBLTUNk/OGRlZRWxbJLmMceH+5RZiIDAeOLjVlpcf/lFfuJX/iOi/+nr9PZ3UVWHqtMgDnN0XcFUJeIy5nD3iFqzwcZaB9nQmXk+t+/cIUlSzp3foRRkEHTm85ThKGAyDZC1HD8sERWL/nhOlufY9RpBCVJakkUpiyxGMS06Sx1ERcebhxi6TriYoWoKWZ4xm8/wveBkLmw0IolCLp8/D8B0NGRttYljmawudZBkhShMCLwQWZLRVB1V1XEqJ40dRQmGaXHU6zGbz2jUXZqtOmEUEYUR89mUZrOOZamkWU6aFZRFhiKJuJUKoiiQZwWT6ZjJeIyuOTiOw87GOpalsvBD0iQjS3OW2nXajSaD8Yw4jslLAbsEIS+pVSrUNZOHx4/Ye7qPN/IIzrXYubzNK594hZc/9hxpknHnyR4Pbz7h8O4N/DDEaJhsnVnnsnmGdcXlf/OXf4HDp0OG7z9m+MFtbr7xPs/9xMe5dPUiveM+siTRXu6g6hJlkfKd73yP2JtRcx2ErXU219psb67x6OFjjg+PeHDvIaIoE8cJq6vLmIaK69aZT0OGI49Hj5+ysbHK2bN1jrrHDMdzLrRczooFtwb7J8a1uQ+mzdL8KWmcsG2GbBUyj0d7qPMx65UWl4su1WLAo+FTdtzzPGeGTA9vkxw/4eylDdRwyM3+Ljfv7rIIMzIEdFHCMgwaNRvLMhFFCMKQIAh4dPsutUaDpeWlHzh3LDB0lVwscZoWRZYxnU+xbZvZfI4oyKysriLINt9/832yJEd3dIosoUgzBAH6R30qrktJgSCXmJpOXJzUr0RHpczmfOpT62xsbPJ7f/BtyjxjOJ4QZDGiquH5c+RYQlUkGq06C2+GVIKuqKiyjGPbSKJIt3dMpVKj025jmiZJnHPl+nMsr2zwzT/8JnvHx7zz1rvohk2t0UBzTI56Q2RJwiwNNEMlTUR2tpfZ3FgiDBZMhkMsTaWIQhJvglE10cSSke+R6xaPHu+TJzKCoNBqtimzjOF0ShpDkMb0DieUafpDxfkfb5H6QeE7CmJ8tSTNY5aX11n4IcfHfSzbgLTkww9vUm26NPSScBRweHjMk91dDNvCcAxqFYfBbEZRlhz3uqzWWyhpztrGKjsXdpjOA569cJ2KqfN7/+J3EASFFz/zES5cPcMfff0NEtVh/fmXOHfuLK1OmzQt0FvL9GddqhWbiy88x+Ur25RZyp1bD7nx9g36B13iMifNMvIoZrZYMBl7eFEMikDLdtlYaiMUIfV6hdXtVa5dv84zl67Qqtd48uQOll4SJQF5kSFLGooik5YFAgK6riGTkuUpUZijaTpZOiNPChQR0jjh8KBL6GesLK8x8yKE6RxkiTTOuHPrEfWai4SIN/eQRZGzO9tIYommSNSW2iiKzHg8xvcnVKsVwoWHN5Not1voqsB03OO73/oWZ198kf/j/+6v840/fJUPb97kyV4fSyk4d3YTxzFpt1vcf3AX3VYwKga1ukOaJ6yvdajXG4iSwo0PbhJEOaKsEmcljuuSZAVptqC5vIoqw2w2oVqrIoglFAWlICDkCbaps1gEBMECURSYjPokUURRChhqSZqezNoZjoDluiz6Md3xgBfWLnLhzDVksUDTJMI4xZZVDMNisUiYzyfs739IxbXprCwzHI2YjjzasvFvuiARBIo8RwBO9rrlFEWKqVtESUr5g/qSYWo0my5ZLmLoJ2tGKm6N7vEARAHDsrCrBkGSIqoqfhCxf3hEs1EnyXPSIuPg6SFFnEJW0u8PWF1Z4+d+5ueZpTmao/PI2CASS956/x7v33ifi+fPsrO+wpFh8t7t+0wjD91SeP2N73Nxa5Pf+N//dQRVZ29/wJmz2zz3yrNMvAmCqnLthavMvvE6JSXNVoUHTw452nvMSl2nrAvEgYm42UKSSkpiRLGgXqvQPR6y97R3srJkPGckFizCmKtXr7J3OGK+yClQuXXzDpZlU7EqZGlKmMa0G1UWQYThVlnIMqogsLa+iiiU3Ll9F00xaDbqtGoNgkXC3IvpdX2++JXrPDkacvfmA7xgRCEI5EXEIgh59vp1Dg6O6I2nnN/eJM8TvHlMlgQ06nUUSaDIMxRZ5fG9+yytLnP56lVmwy61qkEWnZwIozhEkiQMw6AMYhZhTM5J/bMoCqIgxq7a5FlOGkeUWUG/OyBdpCiKTMAcXVERUhBFhbJQWGptcmb7LN/62ht88/e+zep2Gz9coFsmUXLSVBSFMWkqoKrKSZYliSmKAlVVMA2VStWmKArCIMDQT0Y1zmyfxanWePW7r9HrdVEkUGSNL/3CT1DqJrv7+7z/1vtcOHeG89VzJzNuYUFqWWRZQpEmnL9wFls3eP/9NynIyLIYRdHw/Yy8FFjefpajowG7t59wzrIZz0ZIksrRqMd4PKVaqRNn/3/QOIFQQlmeTFJvrHD5yhZFmXH33gGKUJIFIQe7Byzigudeusxob8i3vvYtRsGEIPbQTQfHNthc7WA5Jo929/FyDTnNGR70GR6MkQWVz/3M51EVkd/5ra8ymHi89LlP8xN//vMcDac8+4mXcH9gMioXOWEQ4lHwkY9eB+EaNdfFluE7X/su927eYf/RIWEZoxgqoqqSZDkZBXqjShmnVGwHSRBRNQG5qqPqOkmUECzm3L39HvPpgK3zF3jpI5/g6b2bZGVBkmYkeY4kKBSlQFmWxFGCqgmURUkYhlTsKhU7RERAFBVsq4LAMQ8ePuXRbo/O8gYlEkmWYdv2D9Jhc+r1Op1Oh+l4QpmfNBwk8YKqo1Ov2RR5Qp7HyIqMJIscHB6RF8VJMbVqMeyPefj6m8RnzvGzP/tZVtaXefeNtzAt8QdzVyPOntviox//CJPZBEHImE8HVGyDPHWYTYcIoszm+iqLIGI8WxBoOrphotsaTqVKnuaoiki97qIqMoKYk6UpRVFQ5jqmpCObCkUps7t3hO+HpGGEbZhQCGysbyOIBYap4i0WWLYOQs58NqRRFVheXmO50ybPcxrVOuOxj+dNabXayLKEqikUeUavP2D/4IggLihKBaEU8WYBgiBgWjpxDOPxSdu7adiIokien5ykqm6FEpE4KhgMJiejCqKMKMhUrSr+YoFha0Sez/FgQJxmOLKKZTm4NZdao4lhVTneP2Z9ZZ1Ss+n2I+7df4eLz55l07HoD6b8wbe+w+Lm9/HmM1T5W3zlpU/wUz//RYS//hf4l//jv8Kfj9ENk0xWQTPYbNR5mIt8/f/xVeydZT792VdQy5KLVy5SCApazeEb33yH9998g601k41raxiGRayqiAiomszM81heWWZ5eYNqtcVi8V2gpBAEQEJWTfwg4cneIaZdwXFr9LoBYZpzZmeT+WzO0d07GI5FIorEeX7iLqHKKIqAJssYYoVmo4Fbd6lWXHYf7zKaxtTbK2xsb/GP/7vf4vBgn+0zy4yHA7qDLmfPnMVxHNrN5olDi6GeOIIkKUudNQzTYDyZYNs2oqyRRwnHh0dsbm3wcDGnYlsIlk6apkiihCyfuMI0Gh28hc/BUR/btlAkiSgrqFRcjrrHlKJAHGaIuUg8C3DcKq5rc+nKJYa9EYf7PWzd5NlnP8oH7z/m29/8NsPRgDCbkxY5oqyRZQn9YRdFltFUBU2R6DTrKIaOLIoIgvCDQf4QSQRBlFGKlKXOEpZl8/6777H/9DFFkYN40gTxwXs3mC4WZGmOP/EY9nqsri9hVSoEUUwBaIaB7VpomkiRZmyf2aE/OGI+G5HHEufOXOVgMOcf/MN/yqP9fVq1KrXb9zE1EW/ssbu3T6PRYqmzwuN7D36oMP9jLVJpXlAI0Gy2eOUjzyJLMkEc0WzUyHyP4fAYp6rz3LVrLK3U+b/+V/+Q77/3FmcvbdFcbtGqVVAkkXb1pGMtLlLm4wVGoSCvqxh2g5/6yZ9BERMOnjxGdxwMbF7+wstUVYHBeMSTO4947eCI+XhBGESAjGXpVGwHt1FFtTWKImPYGzGbFaSGS5Z6GLJMFueESQyShOvYrG4YjAZ9FFEkL0sWaUxcFOgCxGlCFAo83X3EYfeQl1/+CC+88llm3oDdp3cZDUdUqxqiqoIgM5tFSKqAVdXRdJNhf8bgaML25jaWYeDNA7Z3zrK7P+PgaIA6m6PrJv50hqkbKIp6MngXLIjikHbDpVWrkSYBhiGjazJRHCEIJYqmopsGqqIiKxpJUpAmIaGQMJ2P0YMF08mQKPJ47qUXuHBmg/2Hj9h7dI/RaECjNaPecEE5Mb2VZJk8T5mM+ui6SZykuDWb9fVl5vMFv/073yTOBRzXJS8LJEFCNHXqtSqKfCJWg0GXOInw/ZTQ89EMk9lwRHcwZO7NsFWNmuNgGiYnbZ0lWZajaSqUBUJZYjs2QRgz9QPyos98Nmd9Nedwr8vTvT2WnnmZ/tLLJGmCKMgMOw0O0mP2SoNMSygpcUqTplSlVWni+3OCYgEBuMcOlAJRrCLLCqqvMpsVJEnBbFZiGibVtMpRrDFWLJpWHS1X6fb7ZMU6fhTQsCvcWzRwbJs4SUkqDQ4rVSpGFdm0GWc+Zz57gdejiN/5kz3StfMcupskZwrKLGeWZvzjbsa3f+8mH/n0i2z98n/Km99/Ax6/xZODA777vTf4xZ/+Is9+5Cpvvn2Dt27e4uFgj1+zfoXnXriEu7pEdzTi9oe3sRWJK2fX0fQSkYQo9MnTHFGWT7owZZFKpc7+YZ/WUofRZMpwPKPRaqKZDm+8cwMviplFA+4+fEIYepR5Rmd5Gc3QqbouiAJpMkepy+i6RrPVhLIAoNl0qbsWSZYw8xYc9+Y82u3ys1/5KYbDMUXgc/nqWV756LN88MG7bO+skiQZg94RzVaLSlUnCUP8+YjmDx4+BEmgLAviOEJICybTPoUisr62xmIRMJcK2p06SRzj+z7VagNFUen2ejgVFxCYTuZkaU6z3sTSDbq9HpIsYZgaFcvAn8xZa5/luetXqC/VWK5XWFtq88rLn0WRLH73d19lqeNQqe0wW/gMJ2PCJCCOPNaW2ycNJpqGYxnU3CqqLJHnJ+3tkiIhyCK6plMKMJ17nL1Q5evf+Aa2qWOYKggCYZpRIrD/8DEV18WfTpFEBX/hc+fWXV76yDNkYcQoieksNwnSAkUTkTWFzZ0tVN3gQZCjSzKel/D973/A06eHkBUkec47t+5gSgIvPfM8crdPXpSEYXTiTPJD8GMtUrqmIaPwkU+8hO8tuPnhPZ578TKdlWUGRyJP7swxGi5rO8vsP+jx4b0HDOIIqdfj0s4609kYS1cpkoijp09QC5Gldoun9/e4cvFZ/sIv/zxHT3a58eZ75JrKyuVrXLt0Ds1QePv332Dv+Ag/F/C1GpVzHa5vrrG83Ga5YmDbGrIiIiGhKyppkdMbhTw5HNAbHtM/OGQ+XDCczpjMfaKgpMwTkigjyiJKQNEVdFWmvVpHcXSG/pzZaEyjWuHOrfdpt1rIss7O1rOcPSshyTnj2Rh33GbTvMh49yFFKGDLJl4c8tabH3J4MOFzn3uZySJg5iX0hxOGkzlRXqKrOnmak+cZqiyxsbbO3J8zm01wTYM0i3HdCmUe481mKIrK0vIS+VEXXTdIkgRV0RHUEkEokASZznKHoixQBZnHdz7kqNvj+jPP8exzz7KYLzg+HhIGBXElI88KVEUjjCPiJKFadVEUDVsUEcUTg9Na1eS5a2d5+8Y9ZFnGMXVUVUEAFEVBLDPiYEEwn2FUKzTbDQRRwfN9yGNWlzqUeYqt6gSLELEUkCUFXbWoujV0Q6VRabKx0ubM5gqmKZOkKSICttNCUXXsRobQ63Ez0Nh2PM5JPoPBGMWL6JgSmiZyfHRIUqacaa1T0wqE+ZA1VWLj8hqDfh/TDIijhLCIT9ZeuA7DxEOt2uyHHtPRAb3bIyZ7Rzi6zfX1FxEkEZsxj/d3WTdNPvvMK8ThGFuKyCl58vQpRpxCOmW2H/GTn/oItz78E/p3uwyGR6gvpfzix69yQV/jrTff4t0bt/D8kMm793ht/y1+6gufofpTP0v5lsW73/0WDx/sMZkt2B2M+NJf/DKT//arLC81aDSbLLIcL1jgiiaWJWIKMmEwx3YsDF1FQCBJYsQsR1I1/MWC4WjBYDhheXWdSnOZw/19OktrZIVAVkpopo238Lnz4BF+4NGu15h5Ad58xmA6o6QkyhKapkVelGj6ybC2qqosb2wgCwXjvR63PviQ3b0hm2fOc+n5q7zz2vdYateouhq1msW1Zy6g6Qaj4Yi33ngbTRNouC55nFOvO6yutAmDGMMwUBUFiZMFnEEYMh5NSJKUy1eu8vTRXeIopuTkpJIkAZ4fkWclkihjGRWePOmzWEQcHd0CtaSsduhVVmnUXIp2iJpkPDFN2mvPcNOfYNfaVLbqvI7D0d4xizNXqNeqZJ5PMJlhSyJK/4D20T2ajebJwHwUUxQZcRyhKRZZkSELAqZtk8cxiyBE1XTOnL9ILol4Cx9NEcnylFqjjVHkZHmB7/t48ylVt8LxoM9kPufOnVuEkc9nP/MJbt1+TBAENFsNslTHsVWCRYSkWly58gyj/pDf+pe/y97giPWdFRYLD8etIGoS3mzC0bCP4VQo0hzPm7O2uvxDxfkfa5FSJBFyAc3SeHLjNnmSMx0toABVNkgLjdVGB3/o8wf/0x/h+QGarhEGCWGcoFsGvcmU3nEXy7SwdYfdR0esttb5pZ/7KQ4f7PH08QNWz59l7fIF5LUW7+4e0RtO2X7lMi8sfQyKgrEXMjjq4Y+nHNy4waNghkiGUJZoksrKUpulrQ02t9dpOlXC0sExX0SQdWaLhOHEwwsD7t55zPhgwvFxnyAbIEsCgioThBk5IUmUU620abRrCELJ48e3aHeWMawmk/6YRr3CfB7S7Q6JlhK2Ns8TTGccPN1nOgkZeREHtx5i1RxqjRa7x30yJDTHYR6G5NnJUkpJ1sjKjP54RK8/OHFNMBUERUCSJB4/OjjZ9WMZ5AUnKcUyRJLEH6RfpZM9QKqKUZo4FZMsKbj/ZJ/hoyNu3njIL/7Sz/PKpz/GeO4RBHOmo5DJbITbqJDmKYvFiV+hJMt4/oJG00WWBOo1i8997mXCNGE0T1hbX2H/4IBFEJLnGcuNBqZmkGUlzfoyXjBjNpsjiSKqAKPDPQxBoVlx0VSNmlvjwvlLLC9tIqs6nj8ljufUnZOGiCCMTtY8JMnJLidJo7m0wqrvMxAE/N17FFrIsmpgCTF37j5gWgg4FRuUgko6oSOK2I5BkkS0JZ9aXaLfO6TpVChlmM2HnK1WaRcqaZ5jd0we+wPWt9qk7SpH+0ecq6l40YJpMKJZhGhhRCefExQx8aCPa9kslwsyXeb3vvF1XLPNa4/usnpmnc9dbbO0dJHb9TM8u2bzydU6n73cYu/Rde68e5/379zjZn+X737tf6TyGYP//Oe/gBjP6R8ek0YJ48Mpq5sdfvkvfYWWW+fpfp/94wHXnzkPhcDVq+eYdp+S5RnD/gKxroEg4y9iGg2berPJg0dv8/DRIUWhEKclB8dDRAHSvUPmvk9eFswWC0RRIikhLQTCNKc3GnN0eICoyJQiLMKI+d4Be4ZA8fhdFEWh3WlSc8dUqwaD8RzTrPLM9VV+4c//HEf9I0aDPmc3lml1HPxwxng0QFZO5trOX9giTTIEMtZXlk5Sdpp6YrUminjeHASBpXYTOFloebh3wNrGGpOpT7vVwLYdhqNd9va7xHHK2bM7SJLOk8d7PH18xFJnnVq9gaapJBuXcdKAjhiwdrZDUZYs/DmVfIRjlzSbMnk2pXe8izSdsGKZZNM5wmzGdsUmKeDt1au8LEyYDEfEgYemGWysLzGdzBiNR6RphqIo5HlBFIXYtk29pXHQ7bF+9iytpQ6JvyBJM8aTCXPfIy1KZFlm5vvolSphljLzZgSRxwcfvsfmxjq6LPPhezdZ39yms9IkbtQwdQ3D0hGynDMXHD71mY9y9x/998h5hutaaJqG53mIpURvNEHXdFLfR5NlWnX3h4rzP9Yi1Ts8Jms2qNQMwrqLPw1JwoRQkXl6fIRTa7J27ixvfuMNxv0Z2+cvcu/pTVy7ShgVBP6IqlOl0doEQaCUNJ796Kdod5bZHY4Yjgc8/7mPs3pmDSSBuMj4ZLNKNJowe7rL3ptvMZ3NmU4W9MYjojDk4eMD0lxBU0+WAApkWJKI7Zhsb64SxjMQJDrtJVbWV1nZWMU1TGq2wfkvvois6kRFRhzFjBYBRZ6zd+sBd+7fJ/XAqNWJ4oL5ImYymzKajLn+7MtYtszde7e5dOUaSnfB4d4RwzQhijJufPghx8djlEqL/mjMd9+9z/LSHNUwKRWVUsmhKEiA0A8QJJl2q87c8ygQGY5GSCRUL13E8xeMZzM67Q7NZockicmLgqzI0RQNSgFJkXAqDnlesLu3y3AyoNXsUHFdkCyEQue1772FW3f5xKc+wtd+5w/odneZ+VMu6GeoN6rU603yNEWRVbIkRRVlJFFkNByiKCbPPXOJD+8+YWN9Bc/zGE4mIIgEc49rly9y/sJFZMUg8mdIWcliFuA6dSx1hCobXLt4mdW1VeKkoHvc5e7tu8wXAX6woOKoOIaMKELTreA4NhcvXmDmz7jz6BFH/QG6qiBcXAdBot3p4M1DVlcbxElOkOQcHB8iZfD0yQHj4Yh2p0mRJyiiwsbaCnk6YDyaIEjQarZJ4oQwilgECd48IIkj4jhlfXWDvcMDjgd9RFFkNJjQPR5CFnN4pktndQnL1JBkCadi8/RgQOSHuG2Fz3/+k1z/7ItIksLT3T7Hjwd8/f67FNst5l6Irsh0njnHL3/yeT59cMS9D25xM8/QHZW/9Ctf5pt/+B3G0ymNpQpvvfchv/yrX+bB3V3+9W//IVma0HB+hbOXNllpLyEmU5QipogzuoMpWVqQZAKGVUEQZJ559nmiWODOnftYlTq1epVFEDL15niLgCwvkRQBp1ahzCEtcqb+gg/v3Sf0fJqtJrqpoyoGIz8ilWHmJVDEDAcznj7Yx7J0OstLfO6Tn+XKhQu8/+H73H90G1MVuf/wFkHUYXt7ja2tTbrdLtPxhM2NTY729yEtcKsVLMtmPB5TrdaRZQXbNCkF+QfbewtkBKbTOWtbMqOpz95+F0v3mEwCVMXC8yYoisHTJweEQU6aCHxw4w5XnjlHxbHRBAVzdMx5TaYWZeR5hihDKxZQVJlq6COKIk09JXBOtjEHQkygLTDEhFwW2Ve2OKOvs2jX2Ns7pF6rIysye08mmKZDVhQUaUq5CICS6XTOcDrHdBy2r17ldXGJ4yxAX94izXMm5YyCEl03yKslHyYZge0gVa8wMzUMTWO6W7CxtsndNELeLdiUDcxAwjLlE5untERTReTNj7D+y02+9+a7lJIIgkQcRoR5QimLyJKIUhG4muwz8+Y/VJz/sRYpu2pQAHme4XkLZEUlz0rKUiSMEwzTYT5NcTsrfPJLLaZZhvS2gUxBnGeUskQmFKxsX+Ty5ZMUgKypWBWTeLHg+VfOYZs6pCXDwx7f/fqrDMYDRn6AW21iWybt5Q5Xrjb5qKExSWLah/sIkoEiSMRBwLQ74PjOEw5GQ45vPsAyRKqWSX/icefhU4IkRlBkqpU6jm7juhbVmkNzbYPKShvTrdL+iU9w6aPPEhwPkOOMuTdGU0AUM0RB4OmTPZqtOpKsc+/ufWruNViIPHlywN3HB8yTiN3DLrbbotQshkFKMQ1pyhqWbaEBgqqSRxnjwZggCsnyEzNUWRLZ2tpGFQsOD49QRInV9Q2arSaiLFKUGaookWZQlgmiKBGHARQpmqajqwqt1SVGwyFJskCQVPrjAYtZgPAHIn/1f/srXLh2he9841ssraximQ6GZqAoCos4oT8YUhYgijJFDkUhEsUBuqaztbFK7/iApU6HIEkZjscsFiFPDw/ZObPF9vl1Xqg/gyJJ9Hojjg66bGxsIwgat977kA/feh9N0xAVGdXUaDSqIJcoKhRCgWUYbGytIwrge3P6/S5ZKjIezxDLkqTao14TMEyLxSJmOBmysrHGbBFz7/Ejtja2QMi4e/cB9+7tY9saR0d9rl45z3w2RtNkNE1meWmFNEuJwphmu0Oej0jaOffuP6BSrSAoMvfuPcA2bSoVl/0330Msch7u7dFYqpNn8P6bt6hUaoRhzF/7q7/K9ZeuMUrhn/zud7n94T32HzxhtHKRejxh9v2UTJBIopRaw+Xjn3yJVz71Etcv7pAfqQQU6IrAl3/u82i2RpaU1FcbmIaCqogIFIz6Pf7pf/9b/Kf/+V+lVq3w7ht91CKhYpjUl5exKjW82ZSH9x+j6Cq6YbG1sULNreCFGcGt+7hum4OjHmWpE0QJRsVBURWiJENWVMQSojSj7rpYhg6iQJQUxGmM3JBxzCpbm1tsrq+SphFXr11keWOVyFvwne+9ymh4SNsyEOWSYZix8D1s00L5QZ3Gm/qEfogsqVimTlEU5FmGYzsECx9Z1qi5dSbegkq1yuamyP7+McPhjFKQCKOcx08O2FzbZO4njPoD0jThwYOn9LoDbt9+yMxL8fyQo+M+mg7i0gZL7Q6ukyNSkGUFhZCTFwXhdIbIicN/HmcEiwhEEbdWQ1F1Fn6EZjnIksxoOKBIUzbWVgiCgDiJcJt1ZrMFgiChGRZplBAsFqR5RlGWyKrB1A95uBDZ3L/B9pltesMBxmxKWYr0ByfrQAhCyjw9MeV1TK5cPIcTJqzNSy6tV/ijb/wx2y2VmlajLtoYlo6uSUjFyc64l19YJX7/e9y//wDTsiiygiBLWZQxFdsiaJ9jWrhkx7d+qDj/Yy1Sbr2CFIioqkytVmHc99ifHbIIXCzbZjEN2b/5lHa9hdkUcISSjb/wq1imSJ5GaLJMnOb4kxg5K9ERkWVoVlWsukrqh9x+5z633rvHojdlJEbUtja51GlQMXTihYckpETBMcE8Iwhj0l6fSr2KqmhEc58zrTbPrJ1ld94nKgNqRU40HtMb9vH8iP5sgmaa6JUqSRhwNJlSPE7R3nwHTTOxmi5LzTrLK0tcvHqBZrOGoV2iKApkFZIkZzIe0e0OMO0a9+7dZ1rz2dy+wOM7T/AiKDWLjQuXuX37PlqlSl5CdzRhEYVUqhaaZjKezDBVi62ds4hFRpZEJ7UpRUUURaoVh0HvGFPVaHWWEcQCUZGQSxXTVJnNpifBRQTLsk4sU/IM27FpNprU6lXay2t8cOcpQVowmox58PAxdx/ts3PlPPcf3KfiSCiaxHw+p16rISCS5zmqpiEIAmmSEUcJtVqVJM/ZWGsznc555+23yCWNrMgRRYHHT5+yt7fLO2/foN1ZYmV1mY2NTS5eu8q1F59F01Q6zQYPbt3neDxksThJEY//n+T92ZNk6XmniT1n331fY4+M3CuzsrL2KlRh30iQbJLdPWx2D3use8Y0MpNJMtO9TLrQnyAzmTQjqWd62CsJEmiQIIACCNSG2res3DNjj/Dw3f24Hz/7Obrw0tw2bmF9EVd+F27+vt/3ve/veXoDdMfCMHVIAyrlCuPxlNGgS6VUIUkSNM1is91GVkQOLINCZdlMFV2najrcf7THyWmPIAyYL+bsbG0TBQm9sw6hH1Es1hhNPNypx/lza1+gYXKyNGc8HpJLCoPRgDhJ2do+h6ppbJ3b5ujolLXNDRZByNaFcwgCPDrtUNqtkMQiH330mI2tDb73z/4YRVP4i5+9xhvv36bbm1BwHGLRJ9MFVEnGDybImsalK1u8+vVXWYQZb/7gTUIC9tavc04v8uOf/Jx6tcp3//CrlCwNMzT55MNd1ts1/vRPf58ffP9vOO50+cF/+An//F/8IdtbF/jk3Xe59pWbXH3mJrtHJ3z22eeYqk6vP0aWXUpFi3arihPEnJxYXLl6jXPnzjHsj3nwcI/d7ikFx8GPI/JcoFmvoQgZC2+OmSfIqULdKrLe3mK2c4Ov3aixc/kSaztt/CDk5PSE9958k6KtkCdD2lULKVs2gSsXLrAIFkuCyCIhDkMUScGdTgkWAWou0p3OEUSRerUKgshoOsQulDB0jbnrkmc5CSLzscc4jPH8BDEKePTwgGKxiKHbjAbHdHv3mM7meF4IkoysyUTBUrOR1VN0Q2fhD9AVCSEH0zJRZJFEXK6Uq4qKalrMFz6SkLPwFxRLBRZCQJ5lxHGEKEgcnhyysiYxHE1RNIN5GLN7coLjFFEWHkmYYOkahmnQarU42D3i5NEx2UKmlocsjncp6QqGLSMgovgyippS0zWCMMUP5mTTKaJbYN47pjs+4xtf/x0GWw0evf0Gta0VjKsXcWpFbMmmaOnoWkohSbnRqvDg9WPK6+vousqCmDhOkeIF++4QxIyy8F+A9DAOE7IsYTRyWV9vkUUSveEQu2yzWMzZ3X/EoD+mYBpUNzeZ+wmSKXPh0gaP3/2MxXGPBSlmrUnzyhpPVDap2TbpLOTWp/fZu/uYe5Mpzc0Nzn9pi+005Nbndzj4+BZiHBMECy5f2mBrq06WRxR1jXVLZO/BHSynzPBsxjsPf4UkKdiNMlvnNjiazInnC0RJQ1JBlFUM0yIRUxAygsRHTDMkQ8JLXPJRzJHfZ+b1ODm+T7VSolgqoskam+c3qDZbNFtVWs02QZojqTqv3fYwdmqsnLvEWx/tMem7PPvi04zGcwZjl9pKkyyNUUSB4XDM3qNPSOMMw7R44uolNlaaWCUHRRZp1CuoskiSJJTLFUzDYL5YEIYLnn3pRfb3D+kOR4gIZLnCbJHgZnMQJPIsJwgD+kOPctkmClP2dg/pjmb4SYxCzJtvv8ef/tN/wPnLF5iMj6hUiggZWJbNdDIlz3MM3WQ6nZNnGaqm4IfRcsU2CmhUiohCSq97hqIqiHlGmiZoko6hqcRhyGIeMpqEvPb6jzk+2OXLX3mR9lqLVy59m3KpzN79x3z064+4/fktesMBlWoJ29TodfsYlgaCxGg0xjJtqtUCSZKRJBGaKrOy2qIguDx6tItjF5AkhX53iiSomJpOmkWUSwXcUR9JUZdZtjjGMC0arTa6KhInCQISWzvnOD0dkmYZhmVQLld4/OiA4cRFtXRiISdTQTIlFM0imsm8/tYtqoUSL918hq//8e/y43fuc++DX4Ke0ihq+KGMrKSkuUS7XOK5tW128ikXLu+wubmJWany2UcPuf7EJWrrFdKowsUVaL/yPNPxDDFIMAsWgSTy5k9/jWMWefpr1/nf/x//O37+N7/i8Z2HTEdTnn3uGSbjGc3tHfaPOvz0715jPptw/ep1Xr3xDL1el+OjxwRxgKYp2LaFZdpcuHKd0WDM17/1Hf7H/++/YjqaIAg5sQyCkCFnKeur6zz9zJNcvXyJarXOWDF5rZPTyETuP3jMz37+C4LQRZagqInU17aw1CKhF6BIMtPpMhgdhCHvv/ch5VJxOTsVRQxNR7EkXHdOmoCua8y9BXkuMJpMUQ2TJIqI0oiZFzMcT2i2C4RhzHg8xVZlptMxkixTsGxu3riJFy4YjiZMXY/T3gBJVdA1DT9MSFIYjifIwYRa2aFcspAlAdMwSOIYSQJJFomShGqtQp5m+GFAnMRkebLM3EkihmkzGHt0J7t0+30U1USQJVJkgjQlFiBJQ2xJxzJMJEFkEfr84G9+SPDU7zP2fHonJ1y4cpG5F3B8eIBTXJqfVVUjy2WCIMOfzZnPZtiKymnngM9vf8w3v/VljjsDEjWnUDRJo5BBL0BrNTCNJYtyfa3N1tomSZwx8ifIkoBmGsTeAs0RuXntCf7owiv8q7/4f/xn6/xvdZMKwwWKIjLuT7l8sYVua6zbq6xv1XFsjZdeuETHnaMIArZtMQsTYi/G0kRatVcRRLA1GVGV0XQVopzHt08ZDedUKgW2n7+BkweMh2Mm/R796QzNKfLUS6vIYUilUKLZsIiSAb1OB4SUetnh3qdzLNlmc7VNbzhl4i6YdEd0kRA1BVHMyNPlHMcuFymUy+QCSIJEtWVj6iqHx4fIkkh7q4UfzjBMFdvSUdSEcDHEz0Tsrsyg2yFNMtJMYW3rPOe3NmkN59x9eJurT97kpROfX775FnuPDlhrr5Pmx3hzj0LBQchSgiCh1VpFEPhi2UFmOp1gKGXaK+tsbLQgT5n0RsxmLkEQMhXmLBYeE3fBxatP0jvrIJB/oV0QiZMUQZIRENA0lTAMGY4H7D88Is40chLW15pIskgWR4x6I9bW1/G84VKdIeqISCBIqKqKIArYVoEoCkmSDN/PkWUwZJFiwebpG9e5e28PPwiZBz6SqOGYNjeefga9WKHTn/CzN9/itNMhnM34/l//GOQcw9J56elneeHZm/w3/+If0Tl+hbfef4/BcIBtmViaQhZF+LM5/bMuzpbNZDLi7PQM09KRJIlOp0PsdZhO5xwdnfGrv/+Q05MJly5ssLm6wng8IPADzm2uMZ1NyZKQxkqNLEsIggVpJGI5DpIk8+DhQ9xZQpZmGIZIe6XFZDLj0e4hpVaTe3uPMQs2gqaSqSKzOGKj1eZPvve7bFw9z/df+5Af/fkPKZU9Lt3coTcYIUg5o06HlWKZmzee4o+/dpOb5ZxchH5/ijueIOgC75/tc/Lh2xy2niJ96HHekXGKBg8fPWYxrbG+1uKbX3mW090+P/gf/yNf/daX+PYffIPJy89g2zbuPOXVb32dBw8O+fnf/h2GlmNYNp98fo8gE/jOt17FtE26/QPyNMM0LKxCmfbKKqVqnWF3zLe/+i1+9dov8POQ1kqDy1euUqkXuHn9KvV2haOTMT/52es8HM75NCny8YNfIc4D1hoON67tUHQ0cjmFdE6eBaiawHjQQ1ZVNMUgjFKyLEMQVHRdwbZMpuMx7tRlOnYpl+uUK7XlwcZfoKra0iQbBMSJSJIIaIrG9rULSHmG53mEHsxnUwqOQdGy8LwZfhSQJTGWraNNJPI0ZuHFRHHAYupRIkZQVSRVxbRsDEMkyzNsx8S2bebeDDHLMM0CZDnz2RzdNGg0qhyeDJZbhqMZ3f6EwTQgl2Qk2ccu2AiyimqajEcjypaFoigUigV006DVbuMenxDEEQfdHgenx/hZSrHkICgyZtEh9H3iNFw2cFVFKdhUSw62rrHSKpOlC046e7z91gesrK7x5a++SBQlTIZTVCEnjyMO9g5xbIVmo87h7gkpIGY5JcNi58Y18qdfYXO1RtZ/9BvV+d/qJpUlKZIhoUgyWZah6CKKIlMq6uhizuHnRwzGY1xvzqA/IIwTRp0xYqKy+eJ1nvnSEzh+yi9/+Bq7wzNsvYipOqSqzMTrcm69xbzTR0WgXm2wub7Dw4d7DHZP8RdDolYJWapiOBKFUpHAX2BpOteeuEQQZyAJrLVKxL5HFKeoSk65bCNKIv7CpzvwiNOYIF5uplVKNQzLYDqdoCsaq80qsiiw0qgjEuE4Mo5t0O8NgKU23psv2Ns9ptMZUCh/zNMvvEyp/BwrxTb9/pivfu1LOJUiH3/0Lrphcn7nAp1eB5GcBLCdAkkQUS7Y1GsVMiCPAiDFdSfs7i5I44iyU8TQdaI4Y2VtjdWNTcrVMrKiUKpWEHOR4XSC5y+IgoA4SVBkBV03sAsFVtY3OXfxEq9891vc3T1m5s5w+yOC2YLjgz4vf/kG08kq/c4uqqPQaLVwZzNGY4iCCMXWljigfBmNsawSiqaS5iEFx0HVZGRFJkoTnnzuOXbOXaDXH/Kjv/0FR0dLffZZ/wxJUinqOo4msdVqEo56/Ke/+A+sb2ywubXOd777dQRR4ODgiMcPd0milFqziYSIrKrLoLKmomkGYRhz2pmwcPt0TnrMZyGd0z6qoqKIOd3OKYvAxTJNFAkMQ8Kbz6hVLoCQ4C98ht6CFVlF0yGOYTadASLD4RjLMOl2lgHhu3sHiKaGXaoS5VC2dS6+9Bx/+OXvoEsy/59//1M+eOMd9GzI9s55Nlbr3H74EH8asF1r8t//8z9jdv4JprOIrhDy0Wf3+OSDT+idnrLwPXLAD2NOz9kMTm9hzYeUC2WCKCKTNP7gj77L73z1OTYurFIoyTw+Pabzqwnnd7ZZK7UJ8xxJlzjtDAgXASXLwrAKlGo649mMk+6A7YsXmAUexYLD5Sdexgvh8eExtqnRqFh4JZs/+cPvcf7pi2Sqxv7ZiKk35/P9I8zjDkkgM5vMefR4l3TtSbI4QtZyLjyxQ6lqIaYBceyjiSqSY5EjIJDi+wEIICsySZLT7w0pl4qUixUswyHPIPAz/CDi1u276JpGpVxG1TVEUQIkFouQk7Mh1dYq2xd2eOcX76IZFp2TY2qlAsViAUVTGI3GhEFAmKRIsoRtLxU9UZITJTFJkmPYFknk0e8PkISEet1GENWlZoccyzZJ8wxd1QiDgGK5QKvVYjx2OT45Zmas0en2ECUNXVcQJJk4ifBcj1K1hJSLFCwLS9dZX1uhUa7QH4846Z0i6zqiohCLIuVaDVlT0G0dSc3wFh5BsKBZrWLbFpIgoskClqGyvtKg3aoRhil7u3eQxJDdu5+xf/9zTMdGQuLsZJtaq0oazmk2mqyvr6IoDg8PH1OtFPnd3/8G29fP8YNHM95/73Muyv8FLE4Ypk2WZrizGd2egGOblCsWsixy68N7/Pyv/5ZIikDTEXPwZxFHx2OefPFLvPzqdXY/vcdrP3qNvbNjckWg0WigiCr9Xh8ZGeXVl3nrrTeZuC6OZvLyS1/h0pUnuHn9Cm+/8xaLYMTCHyFgISnLf+UijGittIjjmPv39mmVy8ymHn4Youka8/kcy7JJswzTtBHjCKfgUKmU0DQDSZB4cO8eRcciz2KmUxdDKVFr2ChKhmkYZLnAcDDEsUucnp7x4MEehu4wHo24+/ltBpe32Lm5ytQcsb/f4VtffYkrF3c4HfT5+d//gjSOloBZBNI8Q1EVdENDV1WSJEYzTVrNJuPhgNFwgSor1MoVDM3kYH8fWZEolQqcnnT45KOPOTk+5uL5iyRZxGjYp9FskiQxqixTKJVx+6ccHh8yG7q01rbYPL/D5k6L0rNXSJOc0WhBp+syGM2ZhzmaJZCrKu21DbxFQGd4gm6YLMKA8WhOoVxCMx3SPKW9VuPCpYtcvHIZURQ5ORvTny345S/f4OjohDyEJ86dR9FEXnn+GWzb4uHd+wSLCY2qhamBXraoFnX6nWNu37pFuVbnwqVLfPnrr5LkMDjtsHtwiFEqIUkCllNAFhWSVERULcJIIhctZFXhxs0biEKGZcjMvCmSlGNbBqaukAkJGRmyIBIEKdPJHHLo9YbMJnNSlsoYRVFIk5zDgxP2Hx/w5LWnOOx1GSxcHj/axygYmIpCoVVgMgr5i7/+S4Ig4tmXnmDYs3jyqYuMxwMMSaS9ucJ3XvwGzz53k//wYMzPf/kr9OEuh0cnCKQ0GxUaRomSbSMoEtSr1NVNnKCArhoEUcrJaMz7n3yGv1jQbla5evMCV1+5Tue0x8JbEJMzHM1I85xvfO1ZnthuQJ5g12roBYcwSlAVAU3XeeaFl/HDiDxTUYSc6koVU5ORJWFpNh7NmEQZXh7zeDDis3c+YHyyjyGLlJwSKytr1IpFFoKAoykYuo6sLEnboefSrJcxneV34S18pHKRJE0J/SV+KkkT+oMxllVgOJzg+x6VcpkwEjk97RJFKWtrzS+iGArFYpn54owsjxmN53z5u09y66P7/NW//yGlRpEoShhPJvhxzEdvvo2iqDx57QnEMCBNsyVhv1omDFNEUWSc5hwfnTKbH7GxWmY2h2pVp1KtU69XmU6nxIsIURBI0pg0S3Eci+lkzHA0JQwizLJJq7XCweEZvUGPq1cuk6YJk5lLkkb4ixxFFpZLCvM5gaFz4eIF+uMptx4f4vs+6WhMq12nVCki6yo5KaPRCFPTlvxTIWet1UAmRVYyVFVAU0WSyMe0JOp1i7KloWkGSZpxsLfP/dtT4vQ821stBuMex2cH/N4f/hG/r30dx9GYLWLe+Ml7LKw1bj5xmVo2/o3q/G91k9rf2yVo1cl9H99X2Tm/Sp7G3Lv1CG8W0trYolC18fDp9ScMpwOuv/gC//Cff43eoyP+7Z9/n858yJQIQ1SQFhM0RaF1rsXt2/fY73ew60ViVUDI4O7upxycPuSVV77Cq199hXfe+zWd7jEbbRNbk5ktAnrDIbEfUSwUWYQ+nc4xUSqQZktChijLdPt9oihCEiUkVSYOIsiEJVJpOiPwA8qOjeOYCKlAsWxRKjqIkkAQJmSZiGE4dM76nJ31MUwLWVJRVZXZdMz+o8d8FKY8/+RV1p+/QYJEnsPf/fynPN7dRRDzZQZJVdF0A7KEMI6Ze3NsXaVWrVAwDORqBVVpICBAnuEHHpqpcnp8BHnGZDIliQIs3eDN11+n3aqxubVGxTEII4HJeMQk8ciyhEvn1zgtDXl4/y6h56KICoppsH7uPE89+xS+l7L6pedZ+D7udMpksqDRaLIShKBqaIqIaRYYDe8RRyl7e0ccnw4wHZ2rF7ZpbK6S+gFbGy2sqUfsL8297a1VdKdImKbkixlaEvOVLz0LUcjbb/4SkRRd1ZDzmKpl0u90cQdDjuQDPr11G1PXsFWdRrVOEERk0lKP4XkB3aRBnIwxJ0PSOCYMA9LFAtNUEFUd3dRpNctLc69jo+oqjx495OP3PqZSrXLS6bCxsYE7mtHvD/CDmAsXLy/hqyvr3Pr8FmmWMBycsbmxSjNvEsXLLbVmoUW71OY//egHHB88ZOfcCrapERgy8cLHkHW+9vxzaLrJwnd5/92P+Ns39igGCy632jz95FVa9Rorq20UXVqidVSZwrzAy6VnaUoxUZgiCSJ+5BPmOUIuIKsSiiajmQZbl88hSwJplsNQRBUzCkUT6/I5xpMZuayw8CMkScWdB0hBjOM4RLkAEgRBSDQNqRYc5u6MeOrTG4z54OCEo16X9ZUq3/3aS9Ttb/L4wX1O9o7oHOxRKzdxDZM0DJa3CVElCSMePDhEECW2zq0jCAKSLJNECfV6ncCPmHsRzdYqeXbA8WmX8WSKqkpsbp1j6oYMh2NqtTqN5gp37tzFXwS0Vld5vH9Mtz/i6pM3Mc0Cf/6//GuQwZu5RH5AuVDjuNMlEkQkVaE/cQkWcyZjl1Kl/MWNBGrVMqeSwGQyZaVg8PTTN5BEH8fWyfKc2XwGkoCiKkuQcRAQp0vLcBLFjAYjLpy/wPtuwvHhIdsbq5iGzoWNBrIkMY8ibt27Ty7k5EClXEIk5+ysh2IYuO4Mx3bo5gJpHHFy1OHk7BSzYC5dX5aBrenkWcag36XqmFSKFlG44Pj4gKKtEEYxmgZV2eJk3qVWLDNzXV586QZ5llFr15ElYWm7LlqYZZ2ibfHW2+9z+qjHl771Ikphlf3jM8Lp0W9U53+rm1SeRMRxzGq9hqRkzL2Y+dSlf9ZjdW2NtZ2vkCYhx70zpn7OxpN1fvc7L2PFCX/+w59yPOyhNwqYkUiWJCRCTr1UQFVkauUy01GfNE0oFCxEUUQkxyxo3Ln3MYkY8vJXXuL+rTv0h0fc331EkmcEYUjBdjg9O0UWVVrtBqkg0+mOltoH20HVVFzXJc+gUCogCQL3791nOpni2DamZRNHMeQZpqGjKAqDwZgkSel0hviLBF3TcRwbp1BcFoGpR8G2CaIQb+7SPR3yWTgniEHRi2xcucwLLzxLmMbs7u1yenpKc2WFYrGw/LHFESIWEjmWriCLOQVTx3Yc3OkUURIAkXa7RRxFeJ6Lqshoikyoali2jaiqJOQcn51g2xpWQSOOIwQxRZQyDFEkzxIyKceuOiRJyr3PPmPc6RKSc/Ppm6ytt3B0m5NOH3cW0FrZpNle4/PPbqEpGk8/8yIjd8LM8zBVk2Qe8Oj2HrfvPSRLc3wvoNKssblzjupqndg0+ODOLvdvP2S4d4AUxpQMnX/6x99jbWWdh3c/4/z5LRqtFpKgoKoy80WMKMvMpgl5muO6Ho1mg+nc46x3hqZboJpEWcrMX5AsXOIwYKXZpLq9SefkiDDyEcQM3/dQNZU0NSgWi9y49hRJEpNmOY1Kk8XMB1GiUVuh0+kSzD2m7hxFktF1g3IlYzyZYOkCwSwkC5cCyqpl8dmd9xhN9tjZLpAmY6JZzHqtQs0u0hl0SDIBd9JdzvdiAdM2+NbvvoI1PWJ41mX/+Ig7+4+Z+TOiIESSZR7Vn+IsHlBKlyqVdqmMZquEskit3qJcrTAeRpAlKLaEKOeIItRbFYQ0xQ8TNFUmlUTOej2q5SqFooa8EJbPXZmIqvLFTTtHNhVMS2UeiEgFlacuXKV9bpWf/+jvefcnb/DJT3/FjZvX+PKrL/KlZ57lvQ8/ZSyZHJ2G5JJA353x8OAIQUjoTudUBxOiOEOXBGzLIksgipZq+k53TL83RVJk2mvr1CsVTo4OODw+QxRkLl68RBDHdHpDMiTK5RrPvvASQ/fvmQcZTz//DK+//ga6LLC5vcb+410kSaJebxBl8XJJQpYJwxRTlinXaggsTc/jYZ9ytYpjmViNKpt1iSCY0azbNBoNPG/KaOyjKBqZIKCK0jIeISicHp9SKpRoNZpM5wl5lpMmMStbmzhFG0HIaLZrRJ0+kgSiIpMmEYPJmLk7RUSmM5wxHE9pr53jVDexamXK1SLvv/8JM3eGZSjUinUq5QIKAqViC8NUkYQMUQRVkYmTmPl0SoKE70f48YIkiSiUDKyiurR0j7sYhk2tscF3f/c7KJrBRx/dxbRsfv9Pnka2NO5PYX2zwTXd+I3q/G91kyJPiEOfc9urrFo5o9EczTI4d3GHerXIYecQRJmtSxewVlZYbVcoKBJ/8+c/Zu+sQ6AIZLGPY5okYUCWJIxGQ9SqyFqzQRYn5IrExF0+CzRrNXRNRFNzeie7hIHL1cvX2X0kIMkaB8e72JaFaSikkUqtVmPuBXheRJaGhGGMpCq0W22yNCeOQgoFhyzLkQWRarWKgIA7c2lXW6yvrhP5Lu7UZzab4vkxM3eBqmiEQYwkhZiGzVmniyRrbG5uMhgMMHINQ5E5OT7mwf0D9k5HVLfWeO5LL/K93/kO7nzOv/sP/4HBZEyx5KAoClEcEwYeK9UWmiIvoZTAZNgjjEPq9Q3SNEU3DAJJIIlDLLtAnmcMRkMKtQaaqXPY6dOslRFEidXNJnEUk4QxnjvHHY5ZTF06cpc0TymWysiOQmfa5/6dB/S7Zzxx9Qmu3XwSVZc5eLBPs1Jh++oWzzz3LJ2zIePxHFV3WK+1WG9vEQYetz+9TegnFMoOqqCS+imP7uzy8P4BkqVx7cYVXj6/ztFehw/e/ZjTgyN+9vPXeemVm+wf7tLtD5BlBVkSicOIVr3O4XEXU5EoVSscHJ7QPz1hOnHJMpFZPmPie0TNOgVNIpMzPNdDMzWQQNU1zq03addLxImPYegMez0C02JtbZMH9+/jui7nd3ZY+BG+HxBlMUkYMRoMmc48pu5yAK/KMlcv72AVC7jenHatTL1SwZt1KFkWlYttdjY3+PWv3yfPInIiBCEmDOaUy1UG/T5RlDF2Iy585R/zi/ffRNr7nGDgYhg6hWqFVqmIECVIqUDFdLhSLXCpbuNYNrKuojcK+IJAlsG9Dzrsv3fIN751lcYlEQGJPBfIkozQD4nyBMfUKdk2Yr5cFIrCJUtOFiWyKEAQBOQ8RdV0RHm5GFOwHcyaBiKc325w7r/9Q1544ToffvQZZ/0u737wMearX+bylWscTyJWc5++qJDkCXuHZyTRAlXSMMwiAjK9Xg/dtBByGUN3UE2d+gI+++QWkmIQRRmyIKObJT78+HNatQbFUpl7jw7R9C62riOVNErNKo3VNa498xxeEPDw4UN0TSPNUorVMqaqkeUZlWKVtbUNRu6Ufq9Pu1YlSVJyIcO0DfK0hK7IVEsO11aeYEMZkaQTWu1zyLKMFMtkCSRphqbpmIa5PKhKOfOZhyRorLba9EdnGKZJtVpDMwzOBn02tlYwHIvux58iJCmqmpGKEqqmk+QzPG9BHCT4iwWNOEGSZc5fPk+9WSCOYhRVI8vn1GsVdEVEzFNMU2c46JE6Bq1WnWq7jCCKZIJEtzPEWyRce+Jpzm3vgJoSxQF5moHrYtoFzHKN+SJj2Btx/doFas0CfgaKKmJnEmkQMZ37v1GZ/61uUpIgkmfgzUMmYYzvBzSbJcoFg9P9I9xBl/FgTHllh/rOGgVNofPolFg2ufbSC2wlHoOzU1J/AUWHNE0pOg6KKCLnArKm4zgFrl65QBgsUBUJRcgI/IBGrUwYejy6/ykXL13jSNMJooBCQaZRdXjw4D4IMZvrbbqdPvNqES+CIIjw3CmqJFCul7GcAt5igSSXESUZ3w9wZy5hEBD4Id5kTpZlFJ06aTYjszVkUSTPU2RJQZRFHMeh2+0zGA2xHYfcFZjMZlR0E9MpEjHkuHPG/l9+H0WWaTTryyzQKKVzfEyWixRMjVa7ju0Y5MSIgoxAhqaKlKs1NF1CUUzCMMDzZiRJimk4yLLKWfeMmX+EO/fx5lOuXTrHl790A9NQeXB4xK1PP8cxCyiGQWN9BXKJue+TixJpkvHw3n16wxlxGOPoJqHv89RzT7N5bo2P3/6E3NLZXm8RTkOqpRJzD4YDH/IUy1QYzWZYls3tuw9RRZFyoYjru3jzgIO9I975aY3zV3b4nT/4Ntf/7B/y4N4+7737Hvf29rnx0ot09h4xc10UUUAQRaIgQAYUU8d1XaYzl/F0ju8HyKpOGCe4E5ekkrKxvU5rzeGT9z8kjmLG/gRdVTEMHVXTcKcjioUiSRIyHM6pV6s4tkkch7gTlzTNicIQzw8oFWxs22ZjY5PTXg9hlqPIEqoqYxkqSp6w1a6hagrt1iqdwyNsXafdrLBzbp04img12wgiNBtFLl7YJk1Cur0ZvfEc/+yEmqGxdfEcj7LHfOUrX2X74nksXcU0dPIMfhLXeWpFxQ7mPLq/B4rG5dUKQi6iyjmtSomrv1dh64JFJGTMZhFZFHH3vUdsPnmectVkMpktdTGmiYCACKRZhiaK5EAYJwiCiJgr5F/gj2RZJckgTzKmQYYuyDzx1CVuPHOZReDzeO+E8XSCkqp8fOsRO1/+Jv/wv/tv+Lf/7i852Ntf3v5tk0WU8vm9fTRNonNnn3Pr6ziOTU0z2Fhfo9fpc3DcRRQlhv0hdrHA6uYWZ90e+4Mhu/tHXL18EVU3sQsFkCXWL56n1W7wv/zrf0+aJkiSSS5KxFHEYOpSdGymsylHpyeohoZdtIjSiMGoj6ZqzGcumqqiaTppnnLW7VAth7TbJbIsZTKZEYYBYRwjyyqKrKIrOsPeGNOwaLXanBx3kZAZT6bYDRPLNOmdnTEaDKmUHHZW19FRWGs0MQo2siRTqpbJk5yH995ja3ODjY0Vjntn+DUPp2RiGDq/871vcOXaZV5/45cIWUr/rEO9WkHXFOTMotGoUamWsVSRiTsnF2Vk2aBc0rj54stkskyWxpQkSLOUxtpSWJkDhSQliRIUVaHfn3F3d4+Tbo+7UpPYWzB47ye/UZ3/rW5Sc3dGoAbEoYBRNDBNjTyOGQ6WGQVv7FMuVGnVK7SLJoHr8frrv+bwdMRB75TWSgNNVZi4AaIgLIGSgoShKAhpyiKIyLIZJwcnCFLGjWsXKJgWBdOgYMlkukIYRRzs32d78wqpkHB89BBTX9BoVrFNHduwIU7oD13iJCVI0yVK/wvSt+/PGQ9GOKUikiBg6BqrK6tIaYzvhzRba3jeHF3X2d0/Ze4t2NhYJ8uWHhpNVkkNnTRJuXPnNs+9+NIy1zP1OB7sM3UjFmlCvVJjNBkSLDz2HrsUalWq1QqDbp/pdEoe62jaFrVahTyOkWWJSrGAbZv4cUicJGSJyMH+Lmma0Wy2MSyD9kqba09c4bXX3+HkrE8WJ3z82V3IQybelA/e/wQRCd/OiYUJaxubqJKCoumc9iY8enzI0cERkm5iFcp4ocfj258j5DlXn7/J9VefYRTEDKc+P//pu7QvnEdQJTbWSty/c8Ai0Ln0xDV0TeHjO58zGQ25uLVOLibkLDe5pvOAeRQRJBmrK03OX9rhj/7R77N/csxp/4R5GGIjUnQcJFlhMFySKwRVw08zDMuhP5qRxDmSlBFGIaK4/K7iKEBRoVGpIeYCURxhmwbz2YzB2THlooOhqpzf3mQ0GqAbIq1mhUa9Tv9sgOvNkCWZRqVKuVIkDANUSeDGE5eRVJnO2SlhFBBFAbamoBkmi4VHwdLJKwWyLCIM5jxxeYcgTIiiCIScen2TWr3IpUtbSPIJg/EefuhT1xWikU+5Wqa9vsr2+R2iNGI6mTEcTziLVA5llUIyZeh7pJMx5xfryLKCJslcvVIkAwZjl7d+8hGCIXNpawW3M8B46SKqDAIJoqIsdQ5pAnnG3VufEUchlVqNRqOFoVtAjjudAzmmoWNYOl6aoCoS2RdQ1zxfKku2zm3R704gFLh8VWJi67zy1E3W11r8zY9+xun+CfVGnbWNFX7xq59iWQ5CFrGxAu7UhVymUCyiaSbudE57ZRUEAdNyaG+sM4pCDvcPSWSZ8XzBxfM7VBt1REVldWudYX/Ki8+/QOT5eAuPSrVCGscMwjNEUWQRhZiGjqypqKrMcNBla3MbW7epViqIooiQpxylCaZtYpoyhmFzfHSGqWlkeUoSxlRaVfIMwiBGFlUCP2alvc7JcY+9vQMK1TqFQoFWq8EH73/I+soq0+GEt996l8l4zObWFuVahTiNKToWDxd7mKaOrCjEaUKpWmZsWai5zmjUp9ksU204NFfq+J5PlsaYpsHMdXFHIybjMVfFC6SJxsKPyDIF09DwEpG7nVNKrSZNxyBJc8QsRxBFFn6KpitomkIUzpZPwIbO5voan37+kLTaYjyZsrG9/RvV+d/qJiUIAmmaUqoUsEwRVRU5eXBId/+Q0sYG02INxTZotGt88PrHPLr/iJWrl1kYOsf9DgeP99FsBctUMRUdXVJQZJk8F7EMG8mQWMQRlZUyuiShamUMS0cSUhJJwdQcZD3nqDPAXTxm+/J5ZMPAm3SwLBVNBlFIMQ2JWqXMeHLGSrO1DHRGIV7g4WgaoWUiSzJxlJGkcPX6TbbW16gXDMq2SpzG9DpDttyYwWTIaDRClkEuWCiqgyWKrG6s4rpzeoMRqdxk6M6IFz6zRUBMQm80QFdVxExAyXNUSUTMM0oFh15vwCBcMJnOiCoVdFUmCmP8MMK0NHR1OYCGGE1VAQHD1EkSnxyoNkvUmlWGfkyz0VzeoE4O+eTe3zGb+Vy6eIG1tSaKJlC0bfI8RjV0BqMptx8fImkamZ9wOhyTiwKJkBIGMx7fvk2ltsrmRgtT1/jeP/kmZsGk6BgokkTBtvnss12a7XXqNYf/3f/hX/Kv/9V/ZBEHXL66w8j1iPWHdHp9plHE48MDNEtjZWWVja1Nnn7xKZ5/4UXGu/ucPXhMdzBhMBwThAmablFtldi794DxfIGmGl+w4xQERUTVVUTTYDbuchYOiMMIUV1uSJbKRcpFi7mUs7a+hh94JMGCjfU2lVqJyE8wdIfYD/G9BaIoYhoaaZoSxTFFTWM2m5KQkiUx1WqZ8WSKIkmoko4bu+w/3KVVK2GbNmQpmmESRxFRuKBQcJBlkdCfY5oq15+4QC5K/KQ/Yq1s4y8CKs0mZrHIg4f7jKdTNtbb1GoVOIE7n97C3b3P3u4u2+c2ufL0FQzLwHYsEmLu753Su3XE2z96i9/5p99h9fwK2+fanA0HzLoDmlttQjHj4PiQw91Dzm+tM5+OIM8oOxsIWUoUzLGLBfYePcCbz9jZPsfCMAjzjFKtgqHKS5WDIJAnOeTLhQJFk7nausA7c4mUlK2tNn/2Z/+Yt371PpPxlJJTZmvzKnPPx9QF6q02kT+n0xnieiGSbhILS9ipJOVsX2rghSGPT46YLDyiPCWRoT+d8NQzzxIFOZ/eus3H736Ipav0+h10w4QsQ9c16u0mk8UMVVWXt15FZn19lSiYE6cJiqZQLpY4PjpiPBoSXd4kUxPCIMadLhiPJkh5imUZqLqGZToMun2CRZ8kyckzAV3zURSFhedz+foq9zSVPEuQBKgUC+QFh739fVRdXx6aZBFN06mUC1y5uI5panT7LodHp1jV6pKSLgoImophKOiGzsSdMuz3KRoOAiKiqFIq10jTlLP+jG5vgijm6LJCRXOYzOfs3r3PBUVByyvkSYqmKlTLBTI1I0kzsizFME0UTSbPBYpFne99+8t86Du8Mepx+6NPfqM6/1vdpERZJopi+v0RDdVBlXVGwwmHR6dMM5HrLz4FisQbP3+fX/3NaxwOelj3H/LyN7/GP/5nf8rewQmz2YRqyaJaKlBwdBoFC1PSsB0LXxAQFQlbUTFFmfFoRBaHpHmIYOiomkFOTvPSJWZ+hGKbXDp/A7fbYHj6mDj0UCSJWTzj6PSY7nDEIopo1MvUahUqQpkkh7bmECc5ZrHCUy/cpFyvIPkR80GPvcd7TNwpllmk1aixubmG53kcHO2SJQGd0w6ConM2HLPwQtzwmGDtHO7EQ0FC0hX0ZLmV45QrzPPZ8plMVxBlnSSKqNaruK7LZ3ce0N8/YmNtFfKU8+c3MQ0Ny9SZTmeMRhOGkymtZhNdM7Asc0lsX8xYX19h4IbIsoDtWDTqz/CL114nQuPOgwMs0+D5Z66iaQqSpJKS43oeOct5nqIu8yijqYcuCgRJjBOl/ODf/AVVu8bv/snvsbXTRMxzsjgniTI21uosFhFn/Ql5P6PerPLP/+wf8xd/+SN2D0857PRRCjb5bM79x7vU6hXOt+v4ccR7777Lo9t3mH3jK3znW1/m4s4F7t+7h7p/xOFRh3sPHmL2xszCgG5/iG1Z2LpGq11DkmWyNCfUNKSFQBLGxGFEluSoioQ7m+DOBqhSyu5+xOZaE9VQiNOI8XiIbRQ5PjkmlwRaKy1yYbnxFecZCCJxmhAnKb1BF1VXYCYxGI5Jwozbdz5BVRUKtkrR0KmUS8goTMZjPG9BtVpdBqrDmMFwRJIuTa+VUoENbQUxD0h1g/c/u8PET/nmN77K6toa73/wGR9/fIsH9SvsRF2k0RndzhnXnriCiIyuSHizkP7JkO//v/+erYLD9/7B13j2S1dQyjpyllMRiiSpwKefPubdT96n1z+lUijgz8a4kyFhFBIFIfVai+bqOienXe7e+pg8Trj/8ceIisHm5Yucv3yFYsH6XxUskiShKBKKpBDGIbMsww9zZosIVYAkSXjmhSchyzk86PHkjacZDKaMRsdYThVTc+gOEt5693PG8zlhlKDrPo16heF4zNlgxIVz5xiOxuwl+2RSyizwUUyTzz7+jDd+8SvEHBJdwXEKBFFIGAasbawRpzGLOGLqThlOJ6zYbbyFx86liwSeT6VRJg4idvd3KTg2oqKSIJBkEu++f4tu54TLF3Z45pkNZElmPvFYLAJcd04YxBRLJUbDLkIOV564SrFUJFlEiGSQppwcHtJstdAUFatusLmxjqorLBYeiiqyudHEC0L29o+oVBw2L2wyt3Ti8YzAd9nbO+DK9SdJMvD9EEPSEBKYTuckaUboR8wmKbYoYTkqWzurbKyvcLPexKyU0UydeRCg2gbHx11836XVqqMaGlmaoUkSaZ4TBT4LP2ZttcneUKRRsllIv1n7+e1uUqqGYVr4UYhmVBBFAdEwcNbWuPT0FURNZDKdMZpNCRWBrZtP0NjZYLVWYbtd5sYT6yRBhJKLPP7kHqcfPWTXHYGy5GPJosDF61eolio4VhGhoHHYP2Q+7GEpBratE8c+uSwvB7GqwswwWVs/x+rTX8KdjBienTE7cJnMMhTRpFCokqY5M89HlnXmswWy5XDj+edotNv0D4/48LU3sB2NrZUaspwxHQ/wZnO6p33K5Qq6YVJyCgQ+9JKch85lRvkWM32OYVqcGWt45euIeYJpmQRxgiBKHAgCaS0mjEImloVu6kzMGfEqSOMezvA+/emQUpYjpnDvwT6tRpn5zOOsN6I/XibfK7XGcohKim4o6J5GqVDgySeu4Ichne4xtlOk2lxlFgRYhs4nd/Zot5qsr5ZR5BzdLlAsV6g3fJJcIE4S/DimO3a5uLmGn4Btl0jjnE/f+RxBqfF7/5tvI3oB/iJmEcZYJYu1jTq6pTEeT5m5IfVGnd/7g+/xH//qRxx3hgRZRqFSYDp1MYslojTDHQ9RFYU4T7lz+y6j0zMuXbrIsy88zZUnn+S9D25xNprT6fbIBYFSsUKp5CAJGQgZWZYsxZCiSK1UQU+neDOfNElJxRxBFDh/8QKOqTIZ9FgEAaZRxHYc5vMFs8Qj/ULWJ0gisqyQCflSpOfOiMkJAx+n6FBrNuj2uuztnVCuVIlSyJOEUrGB7RQwLGeJEZpN8VwPXdPIRRFFUTk67qIoJq1mA8fUUFKF+WBE3BvgRREP9vYRXn+f0+MzxtMBaRIzL2xx59EDKukCVVPYXt+EKGF0NsJWdDr7A57cXOO7f/AM5a0CoiSS5BnH/TG3bz/m5z99j4/e+4z2ioVeFsnimLJjcHx4QKVc4tH9+4z7Iy5fvcLxyTG6BJKiEM8XVAsFzm9t89GHn1CrV7hx7RphFCHLIrqioWgykiggCQIZOXmWoxd0rIKOKAA5iIZButsBWeHu3U/4wV/9jEKxwOnZiM7AI5UAUVhusWnKUmM/cRkcnyLpCqYuI5OhKwqiJHGwv4cuCEia/EWd0YmTBEmSOD3rkEmwemGbcexx7bmnEPKc490DvvTSC9jbJmHo8XB3H9nSKDUbTNKYD5Q2t905rnIZZfsKYbXKOF2laBYIfJ9cW6GX9wmzgKpUJtcz5vMFZamK4ToMAp84CdjaXqdZa9LpdKhXioRJSqdzujRFCznrwipxFNKoldjeWSVMYhxboVYrsqZVmHkqzdY6aSZQKZco2wUGJ11kSUFSdObBgguXr7LRXqVdrLJyYY04yzEdDdf3eXTSIfV9uqdddi6dR9U1Pv3wFu8nAYZpcf78Rdq1OuOZD3nE6noDQxWRJIGvvvw0q09V+cG/+7//Z+v8b3WTms4XxEaOqhnIssR05hOEEc+9+DSKpXDn1kPIc37397/Gy996AUnVCRYh4emQh+9/xmzhMxoMqFdqfPW7r7B17Ry3b9/j6PPH9IYuCDHHP32ddrlOqVbm/NPX2Ny5ysgqc3rvAUHooyig6TK2ruL7Y4aTMwanJ2xefJJytYGuNnjhmQbV5kU+u7NLnAR48wlhkGFZEldefJbN85fYu/+Yk5/8kjQOqFg662tNwsWIVMgwdZWzTo/hsM9o2Gd76xyNVp1wkZMVmri5gdP7FDmIEF0FU6+zLUwg8lAWMqKikSc5WZYRJhGapuIoKaYSc+CfcjJ0GbafoSJOEKolMlVDzgVGwx6f3dlFkmARpgynHoxdbNumNDOo+A6FgkO1VqU/OUaSBZRMpL26skROlQzkxMadzugMXX7xxgc88+R5VlZqCGOfO3cf4IY5qmoQRxGLOOLR3jFJmNFqVrmwc52dq1cZdALSisNw7PL5a79mY2eLeZhx+umIixe2EQQJx7HwFgFZLhIlOeVSjZXmCgcnR2iOycr6Ggvf4/j4lGKlgG3rqKbBbr/H/ukJD4+P+OT2Hf7sX/7X7Ny8yj9aX2X/4T73Pr7P6d4haZQjaRnubEIYRpStAtLKJtViCTWySNIYP4ixbQt3OqDf7bIwVNIowNRVdMskjmHhJ5BmyIpMrVXm5LiLqSoUqxU+eeNtojChUC6TpRBHOcfHPZIkwbIKzOchmm4QRx5eGOH5IZ3THrIkIEoiqqYxmc5wikUUSaPoVJh5Hr3+iFxSORkmhGeHXC6Y6HOPMAx5572PEEWBeTDCdmy8KCCbz7i82eJ3vvE1Ll65iKjkrNZrpH7O1qUW29+8imXIBPGSN3lyOuT/8n/7n7m/ex+BhDgOCDpzCr7G53ce8O67n6LLOV/7ysu4foDuL8jyFM3UEIScKIxo1ptsru3QPx5w5849vv3t7/Dr9z6mUi5y5eIOqiqjaiJpoqJJEqKYk2cSWf5F0xIAMUezdarNOp4fkQkyrhsRZxErW5c4cz9jPB8QBC4Xn9hBk6BcKXD58jbzaQ3Xm2OqGp63oFwuUa0UmEzGKLKAIAuogkac5ZTrNebjMYIikckCiZiimBrtSo2D+7scH3V4J/kQu6SyvrWC4mgUqNKZjMgnb1GqtHGnLnqeUzB0StIUf/SYRZ5Rcmxs08DKU3RT5YlzbaYTl9Nwip6EVKUqT2sRc0VEr5SWN5T5lK3tHQbTKY/3T0nznNZKi7PekM7pKZKmUmuU0HWNKEvRVYUojshyEU0z6Z70OHh4QLDwCRcheZRQrDZ57kuv8vUvvwAZ7D064t/81WucTUY4psTO+iqbzSZl20JsNJgMhly+epnzm2vc+vw2vemC7qlHo1Ll5gvXKBRKCIKA7ydkmYys6FQrzd+ozv9WN6lGu4UsqojSkp7Q7Q0xLYNCwWA4XGArJsWixeHeKfW1JgcPj/jFX/6Y7tEpRtXmqeducNQ54OR4jzR2OX/5HE/evMKli5d44633OT05RkgiRENBVHNuf/QeDx885Knnn+blb7zKo7v3OTs5ZDqaUqwYFCsW7sIlmLp88MZrbJ6/CbnJvYcPUAtFzj91CctZvieblkHJdnA0leloTlmTWb22g6XKGLJIQszxvI+sS8iSgvD//yOnP+yBmNCo1+nNRfJJD3l0RF238aY+ZuKzbWYgpUt9hhAz90OSNCJOYsp6ETwXOze4YObkgxlzRWClWUP/AkQ5d2dY5Sqd0RxVlchyCc1e3iayPAdBII5Tev0BU3eB53kM+1MQRC5dvcpoOkEWE/q9MwyjxPrmFqfHhyze/ZTLF3cI05ggyVn4EUkCuqETxiETb8HD/WN2D06oNza5cP4irxolXvzeixzcuc/nH33O/sERaqmOYmgMBmMUWaYsFMiyHEHI0Q2dra3zOMUqG8dHfPLZJ4y7PaI0obHawLEcMiElzFPCLIEkpqqrHJ112ds7pLbS5K3X3+TSU0/yB//ij3h06zGP7n6OoSSstxu4U5dup7vcBJUW2JZOmjvsTY6YxjGObVAwCwwGHSTANE1UzcKdR6SJiKqoLLwFgjimN+hRLIYUymUuX7nA8UmXew8eMZ+5FIslvIVPpVYnzXKm7pw4XJLr4zih0x+gAO1WE11TMEwbSZHIBRiM+siyRBCGeF5Ipz9jop7HVhWGbg9VlcizDFFOCfOQWMyJRJEwCZFlePj4PjeuXuLKtcsc3j2mVSlilTR2Kk2iecjugy7D2YzmVp13PrzN3Ud3kXWJgmMzHS8VK2HsEAYpw8CjaIrsHZxSKtmMRxMO9o/I84y566HbOvd2H/PJ7Udcf+451tbW+eiTT5nNZ3z0/vu8/MLzvPzSc2xtr6CoGoGxfDbz0wA5AlOSEUWRNIc4zYmznEd7h4wXPrJmUKjWOeic8Nn926imRnu1ynG/S0GTCBKfUsVGlGA4GZMnKa16k3qtjqyI+IGHIMHqWptOb4ilm1x58hrv/OJXLAKPOM3oHJ9Qrdc5PT3lnTffY9GfcX+woNYsU6oUmcUBqZQz8WaosooVDcmCGVKesepUacoKliZBnmEpAVLkI4si87MJWUmkZVl4XgcTky3Nprle50AKmUw8hoMp5WqJUq2EaGq8/+lHSxGpIDJxZ7izKcVKiWKphCIrFJwCn/g+g+EAXXcgFygaDnImYWoO680t1lbaPHHzOm6Y8Hc/e4vO/inedEahWOSJrW22LrS5sLlGueyQJil5kpFHCXGecPXieS5euMBJd7DkpXo+9x894KMPPuPpZ57i+pWLQAlRkkAUf6M6/1vdpNa3NtF6OqoBkNMfTNneapOkGWkuEMYZb7z+AWcnJ1zY3uDGC0/hi3CWB1hBxkH3kLE3omSa9EcH+B926R0dUaw3eOWlpyk2vwZZynw64/DRY/rHPYoFm7g3ZuAHtFc3KVfqHO4+onuyT+D7mLbBxs4KC9fj7p1PuXDxOW6++Dy3PrvNR796m8yfIeUJ7WoFQ9LoDQfIpky5YFOuOohiThon2JZJmsWM+0Oms4DBeEJ3OGZzbWOphc5lZM3ARkd0A0zdJCNHUzXCMMT3PRoFi9BfMPM8BsMRtuNg2AaarpMEHuQZtqFx/fIFpmaFc06GNxwx7nZZeHOK1QqzSYhqqZRKFWRRIAo8FF1DEEVyQcCde/QGQ3SjwsqKTRQsdQI729tMhlNmbkSQxCi6RqFWZ+6O+ejeLrIk41TKGIaFqkhousJslpLkObkkEwYxn35+j3MXLnN0ekb4n35KZ++A6cylP5+iThZs7WwxGY+pFB2SaEmZDnyT0M8pOg4iEt5szjde+Rrn1s/x8acfMxiNMQ0Du2gQhTFxlDLpj4mTBEvR+NEP/5Yrly9x/NltDj+9R+vSeXaefoI//ie/x+D4mMnJMYskIQ48wmCBUpKI4gBZBlHIUOSc1VYTWZbw3DmVahEhF/n81j2EHDRZo3t2RqVapBQuobknp6dM53P8KKHg2IR+hKKUKZWquLMDRsMx80XIeDJhbaWBoS2twZWCw3gy4rQ7wLEMao0qURIwX8xIswTLctg5v8n+Xpe7dz4luX4OwzLZXjm3DKIKObptMPUzFF0hFXLK5RKJpZEFKeWqvaRuZwKSLICc8eBun599/3VMLeBL334V1TD47NY9kDyKTh1ZhPl0DqnEYhGhqBqSlLG1tYFhO8y9ECSV2XTGyuYqgiyxiBMqa23e+fBT2H3A+uYmdz77hHZ7jclsxhtvv8Wtzz9je3sDRVXZev5L3BZqpJN7jPo9NlfXaDSrGI7Dwf4pH3z4KQ/uP6A/OKNda3B/f4+Hh/sEi5CSUMSdz1FNiXptlUWWc/fOXcJ5gDedIyFjqyYF28HzfWqNGqqsIMsyqqbx9MvP0T3rMZlMUHWNxXzBPAoxNRNdUFhttRjlKtPh8gk4iXKEBIQsJ4ujZc5wOqdWLGEbBo6pkeYpOeISP1Zr4BgGi5mLbRvkuYAoilSrFaI4Zua6iIJIJqQ0mmUmkzG6rnJ8dMjYndFuNpFVlUd7e+gLg0KhSLCIsJ0MTdFRVY3J2ZQ4Srl4+RylYomt9TY3b9yk0WyxubmGJsq8++vPePfDTynZBi88d51zF7dQdZ15GHJ7d5+/fe11dBHCOCCYeziGzmTsIqk23/rSt3nnrc+59egWki0i6iIzd8q9Rw5pnLOnrfLEhXW8NP6N6vxvdZMSVJlMgDSJCcOYRRBgmAYnD04ZjSacv7jF8XGH8P4jHn54h5s3n+LL3/0Gh//zkN7JCVmUE/oea80mq+0WSZwwnk84dT16fsaav8PVc+vUWzbVlSbjiUs485CjhPlsznQwoVarce7KdeZ+xMKfESUeJadAtVHFPutz786HPG1/hWa1TlGzGQ37iGlMHoYcnZ6SiDFPbl7GVCVcd8hgMMC0TEyjje2YuJ67VFSoOoIoMxy7eEGMJORMZx4DtUxKhbV2i0UUMXE9NE1FyxVkScBPIkxDp1Er4xScpWE4mGOpGpa2lNFFqQDZkr/VPz4hFwXSPGcyGiNIOYWiRZr4SLJKs9VAkXNkRcEwTRBlfD/BnQcgajRaLRAFVFnFn4coIpSbVdxFxGw2wyzVybIY3TAQJYXFYkGei2iahKYvtd1IfMErm3C8t8dzL97k+//u3zId9bGLZWRBwHIMBDLiwGMULvjs44+wGy10VWU8HDMcuczcOdPhFEVWKBdKvPDs8/RGQ0bTIcQ5frAgCmLm0wVRFLK2ssLDw33Mko3RKBAMZ1TynGjvgF/c/Zz1lQZh4FEomGyst5kaGvPZiKosoMgKVy9fRPgiRpClCaVigbXVtaU/aO6xmPl43oIsB103lgBUUWTiTjEdh2KxwHAwolAyePhgD1GSECSRPBeJopjpZMb2xip+4LPwpsRhgCxJLBYLojghF0AxZIQ8RRJFwnCBqipMJmOCICAJI5y6w2x0iChk7Oyss3dwQhqElMpFFlGAl8asr7S4fH6Vc5sbrK3X2TpXJ4lT/vaHH/PXf/VjZmfHfPWVp2hvNfDTmLNeH02RSeOY+cJfWnZFmTQFKYNiuczq6jqqrrG3e4IlyURhQhSnTP2QRMwpVS3GwZyDD3/N6vEhgR9hFQtU6nXqlTKqLDMau7gzl7VnvsTjk2Na4oKT3pgPPryNJIkcHB+T5zAcDtFNnXK1SKndQJhNeHbjBR7ffYSmCJiOhW6b9F2Xv/7Zz0j9iLJhU7Ec5ByiYE6WR8RByMbaGseHR8RhTCaIVOo1fv6zXxJEMWEcswh9cllg//4uiqLi6AahbRNFGYoiMR3NEaQIu2Bx/eIVojBgNByTxwmHvUO2t9aplR2yPCPNc866fe4NRuiqhKpAnASoskixWCBNIQhDosEAQczJs4xKpYjrLuj2RmRZxOWL5xAkmZPTDoZlkyMwn3lAjj+fsbZ9DkOrUSqVuXLtKlubW6Rhwrnt88zmPo8f9zjcPSJMIr717a+y0i7iRxFvffApt24/5Kx7hhd7WELOer1Cuewg5AJ+GpOEPv3hhB/85V/zrVe+S5YF3Dq+i2BqyEWH8XSGH8ZItoq3iJDt/wIWJ4QkwzZUhDzEDxJEAURB4OjRIZ1Oh3PnN0jTGCHPCaYz+mcDzl85z0svvcjf/eA1jk9dihUNkJiOQpSiTenCFk/tXCKcz5mOejy65VIoFVF0BdvWabdbSIrEPEyYeyGiIKAqEq98/Wu8/vNfcHZySuwvqDfLOCWNYkHn/ucfceXZF/n0s/ucdjpEQUA0myJLUG2UMHSZLF9adouFAs4Xoc4si7FME0nWiJMJ8/mMOBHI3QB37mJYBgvHI113COIQTVWRJMizpfVTUURsa3kaKxZMJElCVkW8hYAoymiqjOfNufvwgMlqg06vz2A8olypIqsKSRCy2m7g2AZ+EBD5AaJgk6Qpo5GHoij4fkiSCuztHSKrBrVajf3H+7juHIQUXVcR0hRTkZFlkTSDNBPw/YAsTdEUGd1QiKIECYk8iekNRzSrDWw948HdO9x89km2b9zg3b//OUk4J8lBIGdjrY5pKJwenfLw5JTKIuTS+Yt0e30UWSOJI+IoZDqeIIiQiwK2bhAFFoII82CBO5xRdso015qcu7jF7t4D7j5+wLlzm+DIDIIhbafCsDfhcD6mVi1SX2mjqAJqIiOlApZpkqUZ4RcDdVVViOIcUVFwigU0QwEhJ0kywjBG0zQG4yFloYwki1imSbFUoFqpIeYZUZggXpaIo5z53CPLlpw7QYA0SyjoBqqiM3MnnNvZ4eToBFVWkFSFlbVV/PmU6WSEIIjYjkm1UmBne41jU6HkWNTVMk9cu4SqiGi6xtoiJkxjJFXi7VDg+evXeOXCCk/euMTI83jvzc/Yu3/KW298wsHRIxqWzjMvPI8gy8tMHTJpEOOGE0RRQRBBUEVEUUCSJYLA5+D4hOlszqA3pGJZhFnOLIq48+gQp2SgGBa6aTB0XfaODinaDvce3iOLMvI8pmg7lIpF1isbSy6cKfHer97j6ZtPMxyM8IMFw+kIy3FQLBVkgZCYXBdx9DKyrpFLCQk5rVYN2VCYzqcM+mNapSphkiOpGhXH5tUXX2R9Z5NSqcxi6vL43kPyFK6/8CyjscvhwSFZFKPICkmQkMsgI6EKGbqhoagy1WoZyJlN5ziOTM0pUywWOD45QiZHEEFWJFzPo+iYJKGPoWn0Jy6z8ZhWo0Kr1WJlpY6qqcRhQhgmDAcjFgufZrPOZOgug7+qwsZGkzTLmC0WWE6B1XaTMM3x/RBFksjTlCxOGfT6qKtX0DUDUzMwdB1UIJNxiiE5oKgaui5xsHvMW7/+gNF4xNBdotM0VWSzuU4a+iShR/d4TtkpIMgykR+SBSFvfPIWnpvwX//Tf0SuZvz0o7cxawU6x10mwymVF6o0SgXiNP2N6vxvdZMq6jq6ryDKElEYo+k6AjDsDYjiiDTL8LwFSRjiTia8/ctf8aT+Zb78zZeZTxPe/uQ9zl/Z5Llnn+LSxioRIv2Ry+R+hzd+9ja7+/toekprpU7Vsrlyfp362irN9TWsZpVy0UKWBcZugJ+KXHr6ZQS1yPDwIeGkS7VuotoiURjy2Qfvce2553nhpee5f+8e+3uPOT3cxakU8f2A6aiPYWgUigUsy0TXNRZ+TKVSoT+YoqkKjUaDseuTZAmKrqNoy0FuHMYEkU/RsZdDXgF0TUPOcgqVEpIk4/kLmq06YRQSxyGDwRC90SIIgi/WnlMGYxdB0clFYfk0pWusrLSRxRTDVBn2R1iOgamqdE5OmLoe9+8/xo8zev0JjpPz4O4jJrMJE3e6HKyLAlmaEEUp/nyGIGuo9XUSzSIRluvqqZCRxAm9TheijEjVEPQ6hfo694OYd47myBuXmZUfkkkQhAHO2ir3vJx8MmTRPeF0NGbmerz9zvsM+n1ESSEKY2bz2RdF/ousib8gDhPKlSqVUo6UySTxEi6qdzRKjs1qq8HqSpNRr0/qu4ynZ5AGjEcT1tcbIKSUKwUsT8eRLarSEmWVBhmqqjCfz1E0FUGUebS3S3ulSRzETNw5cRThlG3aK3W8xYLeWZcgXOBOptRrdTY2NhgNR9SbNSRJ4969x3Q6fcJg/gVJXKFULtBolFlOYkFcbyOKMmN3ijV1qRWLFIrOF8w1lVarzKUgxqxvkgcT6o0KkpCSpilrGy2STGQ0dimXK+z3bb7x8tNcXTU5HXr8+z//O27ffUBv3IEsJ8lT6u1V1ne2OO2NUBQZFZGVep3jYZe1jTVKns1oOMadzoiimCROuXPnESgy0SJAzATmQcRK0cHLBdzhCD9O8IMAzTRYVnCRJPhCzDnoEwU+a6ttnnnuOcZBSBbn5EmCNx6jqyJ3HjxGtTUkVYQ0RzVlPD/g8PSEQtHBzBM2ttdwZ2POBj1qtSqKoFK2a4goPN4/REIhiWIe7h6yfv48gighCiJiLpCSs3XuHD//xRuossrY85A1FUVRyAWQBYk4joniZRiWfHlL1mQJsgRv5mFpCiuNBgXHwfNDpu4UdzLmLIvYarcoFp2ljDHPKBUdbMskSRIUVUY3NVx3jpBnREHA3J1jWjZZmmPqMoKckeUillWi25ugySLlSpH+aMyoN8cq2jSbNUTVQJUkNEFgfNrDkFUKxSK6rqPoCoohMp55CHnCjSe3ufTkJnGWk2cgKAJZLqCrIlkQ4Q7HHO3vs5jNGQ1GDDoTBsMhCyHh7z9+D8k0+J3f+Sr39h+zP+hy1Olw/85DktOYh5cukl1u/0Z1/re6SUmigCAIKJpCFPnYtkGwCBgMB5TrZRZBwmzq4nkLevMpxx+8z93DE/74T/6QP/y9V9m6vs716xdYs2zcwZhP7j8gjwTWCiWe/eZXWJ8/y8nJLoPjY5RMwpd1lLKNVSuiawp5AqRQtDXCPEWslDDXLyJaK+zf+oiDjw8oGCPmfkKiDjk+6fL8l15l4fuM3RnPvPQlvGmXz259TqNSXGrRoxhVS5hOpyBkiJJMvVEjinO2t0A9G9IZjsi8CCFf0oYlwyIPJWazOWvNFfacArovE4ULvPmEcqWCRI7vLxBEkVazgW3ZDIYjpvM5qmrg+T6SolEwVUpFh8D3yJKILE0QFZF6vU61UmbuTkglmSwTltpq1eTw+Jjp2CcOBGbuglqjwiIIEGUNhGXwt7VSwQsjHh91GZ97mUI8Jo19YkmmUa9x49J5yqUChqKSJnDaHeC5HqEX8sHphLX1FcL6BlHgI1o5j1yBNA05K6xhdT8hOOuQRRmT2RxT15EEFUmSAIE4zQjDCG+xIPRDgjghyUZkZIRxzGQ0RjVloqCClIKj6BBEnB4fs9qqUi86SFmOIkPZtpHIEbKMNI4pFBzS2YwcKJdLICyJ95phMJ27DMcTRFlDyEUe7x5TLlpcubaDqAgYokihFDKZzTg4OkA3l6fb8XjItSeuEif58rZdLVIpFyiVytRqJbzFjCAyaDdqiGSUSw5RGJOJGbuPd4lbbQxTQdMV2i2L7a11NtbX+OmwgH/mgphiGAa7+7toBQfdtomSiPlowvbWVeqNEp1Ol//n//BXPH64R5iEhFFIo1DC2Vjhn/zTPyBIY/wgZZ7MOeucohVkXn3ieRZRTHTi0Vqpsra1QuAn7N7fwymV0SyLzvEJimWRyxKJqOJFCZ3OEbNSCdsuYsoyQRwxX8whE0jTjEa9wksvvsj62jqPHj3iTmdMduF53GGf2/6M1kqTVrvB2WiMoqpYokgYxZiGRRBGrNgWoR+wiGIyBMIw4PjoBE3RCd2AOIpwpzPupvuMyyXufPqA/tTnT//0H7Fz+SJnvSECMBgMuPvpbSRRwioVELIcWV6GjvMcapUqfhwxHU6IwgjSHFnSWYQBThAst+dCD1lRsA2D1UYdRZEpWhqmoSGIS91QOHcxdIVSycF1R+i6QhLlzD2XVnuFre1zdLt93MkUQQBJzLEKJpZpIIgCR3GXStkhy1MsXUVr1Wm16jQbDeZhgiJLKMDtdz6gc9Tl2jNPsbm9QixIjF0f01YZnIx59OCIh8d9dFPDG3mIusTJ+IwoE9BkmbVmnas7G6zvmAiSwiuyRDR3uf/wiB/+7F3+9tYtjsMxjpkjyBAmMUmWEsYx9x884p1p5zeq87/VTSr0AwSxiKpqGFKOben0jjoc9k54eLzPjZef4/yl8wyHA8bdY6ZexPjwiH////o3fPUbX2btxnnSYUBvGHLWPaPWrDI6GfLpg89x84jV9Q2+8s1XkSQRKU3YXq1jagqRt2DmTdB1nUwU6QyG1Bo1dE1CvNJm5iXULq3w4NZDZme7zB/cR8uWMM4Hd+/z7PMv8PDuQ95+/W2ef+FJnnrmWWbjAd7CRxSEJXyWBFldbmelaYSmaTRrNbq9AbVKmaxYXL4FizKxIgE5URASGgGKLCPmUChYGEaFLMuJ4xhFkpG+OPlBvgTbyhq+NyEiJIki5lmIJMJau0Wnc8RwMOTcdntJV0ZAtE3mrsf+4TH94QRFMZFkFcMsoKoKWR4TJTGFUoEoSsmzjGa9waP9A2ZBSH2lyVAVqXZukQVzZFkiPk04uGcxsgpUa0WevHiVVVXm48Pb6LJN0F1wc+ubtM7pdPf6mAWb4XDEZDbFV3TmUYwsy/hRwN7REYaiockqmqohKyqqppEmGUkSL7M04jJrVCwWQEiJo5CchM7JGU7R5PFpF0OR6PXHNCtFhv0B7bUVVto1MiGFLCOOE0RJJIoD4jgkzRIm7owkywjjjFgQQZJRLYeT7hBZkIiSjGK1hheEnBwcUi9XaK20qDbqHOwf4tjWklwhCERRhCiKbG2tcnrSodUssrm5SaHssHu4RxjHRFFIuWijKsvn0jBJsE0Hz50xc11WVupEcUwUL1A1E0WTKLQqxO4RqaCzsbXB2FswHo6YTeY8/9JXMFd36I3n/PB/+DGfvPsxuZJQaRTZWFnn26+8wo2nr9Jaa/J3P36P1bUWDw4P6MwHbDVbLBKfyWyKO58x9xYU2k1WNleZL2ZMBnOIVQr1MrqpE/oJiiQjIuBYRQzTJM+XyKnlwUsgDpZOsq985asIWc5P/u6nDAd9itsXSQKPVq1AvV5jFvhUK2X8KCJKcjJA1XQajTpzb44/X6DrOpVSmb37QyxLRTV0VFlhkbg4toOqaHhzn3mQosgqP33t75n7PleuXOErr7yASM7/9D/9BfPxBKmgE4URqbcgnAfohslwNAIJDFPDVJfhZz+O8P0F5ODNF6S2QaNSJhOgPxiz2qxhGSaKDKossvA8kjBEEDLCcIGQZ+j6MgPmLTwM00AUYeHNSOKYRqNGksYsFguMVGc4HGGaFnEcY5sGpq6jyHMQBCqlIgXbQrNkLCy217eYTxZsXzxHpVwmCBMkWaVkGtRLFtvtGtPxjMbDE2zD5OxkxOOjXcbHh+SKwufHJ3wiKfzr3gQxFZF1g8tPXeXJa+d56som/+f/6/+WNz+4zZtvvMVoMMaLA5yijVqpMWvUcM96fPTxg9+ozv9WN6n94z60WmQZ6LpGnoW8/c4HhFLOcD7h7374Y1786kv80T/7B5j1GkeHfc46J3SOu/zkb37K1W6fzY11di5tc9zv8d4P32U69ZjEMZkmcOVsgmPavPjydQjmJNMRqVnCdT1Ojk8gz2mvreB5Ab2zXRqrNYp1G0OHvaMua2WdlYtfhldf4fD4lHt3H9DrDbj9+W2uXnqCd94dc7R3xOZaHcspkgRzZu4EURIpFBykTGIRLMhSiOKc+SzA1DSiRUiv16NSLuNUG8SORZ0yZ8eneMczguINLFvHUHPq9TJhEDGfL0jSeIlUUhXCOKHgOOSEyOoCwzDJc7AsgyiJODw+hDRm5k4pFi4gCZDkCY5tspjHpEmOrGgkaY4gyNiWTmuljSBmBEmAZZlE0QRTUzFMg8dHJ0zChEa7jWmqbLdrrFa2mY6GjKceg8GEg8mcX731Ln8j/T1ba2tUajW+891nGXTOmPoel65dJZh51NoNvv7dL3P704d88vkYQ9fQEoMsy8gykf5whIiIZdk0Wi1MRYE8+eLzbKn2zRNURaZaqSyH2e6ETIAwzRnM5piqzNwPmUymZGtVwmCBaRpEcYSuamiaBokAuUCaZciyyng64tbd5Xaa3+sThhHtdps4zYjCGFGWODo+JRdSPG9OpVhk4k5Yba/iVcqkYYgmKzitFo7tIAgCUZywsbHC1rktZrMFQ9elOxwyHA1wjCsUHYM4yxmOB0iCSrVaY3cyxV+EyKKMJHwx/8sF4jRdLnYoGkEisQhDxqMFWZCyvXGei1ef5N5Y4rU37uJGMr/7x/+ASsOm1iiwtbaCY6qkWc7paEacCWzsrPKzX/8apVwkVnUeH5+hagp2tUamLkiRGbtzCrUGe4d9DERM28RPUo67XZ6RBQqFAoKUkZGRIyIrIuViiSRJ8MQZ7UoJVVF46403sA2DG9evUj53jg9mEc8/eYH+eML6xjm6wwkLd8bZdEycxRi6iShJBEGAO5thGBqnDw/I/JR5OKfW1tne3GRndZ3DgyMm0ykpGYs44sLWBscH+7z13rt0z7o8ffM6k5nL44ePUTSFub9gNnOxBYV/8J3vsn5um3/z199nMh2hSmUEMSeOkqVHSlMhhyRKURWVUqlAfzKkWrGoVmzSJGY2naKVipQKFqenUwoFi9W1FdY2VznrnuEHC2zHQpIVTEtnOpwyGo7I0hTD1JFlkSgJOT45QdUNKuUycZTQarVJshPyDOqVClkuEIQRWtnk4uYVCqUKsmUwnPhksYgpZYiiTJYtKR+VepEvVQvEYUyrUaI3OkJTMnqzHrrB0pQgxJDKdM+6xPcUPn+0y9/8WOErLz7F17/xAs8/9S948+13+dlrvwAhx6oaBI6EHRqk4/8CKOilgoGYAXmObcl8fmufhw93MYsOdUXivY/e59aDu1y/dp1vf/Ub1P+rOrce7PFv/9X3WSQL5FqZu/cfMJzPuHHzaR6XD9gf3IVGk5dffonff/YS7ZpDf/+Ad978Fd7YY3vrPE8+8xSb57b4/NYdpvcfce7CRXrDDsPuhL2Hh5zfXGdVtrl9/z4f/OweT776JC+/8ixXr13ieP+Eew928aKQy5efoN89YDH3CWORlVqRLE+p1SqISCwCH9edY9sFLEuj2xvgB0uyQb1Wwfd9FoGHmKZIsky9XidNE05VBVlePodNJiMElilv8ow0TwkXMaedDsVSFUW1OOueIVUkLMfEKVhkScJsOqZeLdOoFemcnFAs26yvr5JGGYPBLrphg6TjhwlpsvwRJmmEqauUa1XmsxmR71GpVNndO0CyTJo1HcfQSEQBPU1YK1pUZZGBXuTSxafI4oiPKne4e3+X3nSCUylyerSHpqg8uHWLdHGORwe7/P07v+Ll45d58YVnSG5NEPIYP/CJ05QkTMmi5YLBPPNI0xMmmoZjOcRJjCLLaJqCLCvMPBdVVzFtC6dawipbnHZP6U3GrDca7Fy6hKVmxGmKJMlkeU6aZUiKTBgu7cZZDpKkE+Xxkg0nqczmAWEUkWX5EkskKESL5cq/rsmUChYiPkXbIstyDFWiWipy1ungOEWEHMbDIXbBQlUUJFHCnXvs7T3GizLq9QaGLlIqlxC+iCxYtkmeCYzHA+IkxjEtsjRf4paSmChNqahzfu4WkXBIwwxREJknU1rNBly+wr/tG7x+4rN7sMApr/JYckj6EQUfrlkOg4djTNskT3I8bZO9jsqvzctMnqrQ8edQSCgUHHw/IAxiVFWlL4hIkoRWe3opbMxSTFXlXb2N0HcYXPoag9EQVVuK/uIoZibLaIpCGAQItslPPInpzqusrbTANpgYJs8WBmzmTSqlAoKs0KiUsU2Tg26X3nhCp9tlPndxCiXc2ZRodvS/3qgQUkI/ZDwYstVa5eLGNnfvPyCWRPrDHsWCRXtznWF/gKapREHGo/1jdk+PCcLla4cha3z9a6/wj//k9/jxr94mgy/iHxGKJhOEITISoigRxBF+GLB/uI+sJGi6yMVL5xBFgSBYWoslUcQ0dTY2VvHnM2Zzl5nnoYgymWLg+SFRmCFJGTM/YTr3MCyLRsFmNA6xLQfD0KnUaiiKwWKxnHMuPI/NjU00ReesP0R1qhQrVUqrMpEfEycCgqDiLwLKFZOz3oSibSBpGmGWo6sCKCqNlsJzz16nP+kx//QTDN1ivliw0m7QOeqSpz5pMKNQtCkWSrzx7secjvs8ee0c5UqJ559/jjfffpdqqUjt4jnEbR97ReDWr//6P1vnf6ub1JuvvY3wnXMY6vLEaKoGcSYQxxmSouElEUISc/fRIzonPb721Ve4+tx1/vv/07/kzHep6iaPP37I6XGXOw/3Of/CcxSvbnPxqUuslQq0gM7dPf72R39DfzahUq5y/959Zt6cr/7Ot9i5uMPD+4+Y9IdsbbaZhxlmKvD2mx9z7dplbrxyk4/fvs/n793DajrM45B2rUa7WkMQRLrDMY8PDdLpBEMXESUF07RwSgXSNEGzdZI8x3Vn1Ko65XIJRTGxSxXmC49bt+8gSwqD4ZjHvQMMRWJjax3DMNAVnZKqoGoa04mLKMtkqYSqqeiSzIaySX8wwtIdNENHUWUMS2c+cxGEjFq1QrvZoFK2SSOP0WiKZdoEQUicpoRhRI60tAFHPkgZ05kLskFVsymV2pQrRfZ2O9zZP6HcbKCLGZZukOgG59dWGI/nlJtb/Ld/+gpKmvH9//i3bFQrVJ51GLouSPDeRx/QKJcRgSjwKFUcwqjI7oPHFEtVqqUiJ36IGCfkmUC8CJERQRKRRQlZkJiMp3gzD03TsSwT2zLwfA9v4lNv1gmyCG80xohM0jRdSupmcxRR5OLmFhkxhmERBD6aZpKmEEcZM29BUYqw05yjow6eH/3/yPuvLkvzK08Pe17vz3v8OeHTRXpXFmXggW4A03bazEyL5HCGEiVdSJf6LNRapEhxaWZ6kcNudmvQGKDhCiiUN1mVmZUuMjN8xPH+9U4Xp3Q9uOEFFuMrxFl7/9+99+95UDWT6dynEESCIMReBJi6hSQH1OsaF7fPoGsihgr1Wh1D1cizjJJjkadNSqUys9mMLI2ZjCJEWUHWdEzT5Pr1G3z48R38ech6a5NSyUYsEpJ8eTFoag7T/iH9bp9qtUzoh2SFSGu9Tnc4ZoMRq5//A2a1RVYUKEioqcD3X/g2Wxs53fEpP//iAcLHf8f0ZI/EtqjUyjirLc4Yb3CzXOX6ufN0doeMxDEXKgafffZjxNNdNH/KhXPrNKQ6n392n7A/RjUtDNNAdywSL0QSJMIsp6wqvChc5F82byCxz3tPP6DaqC6/OIMIQ1XQVY04ikiDOZYkc6Nq8eKZa+iSipQLiEJBdzhkfX2LwWBIIcD2mXUECi5dOM9b77wDikqWFUgxZHGMrVmoukIQewSLBcPekK1akyyOqZfLbFw4y+H+Aa5pIOYFzXKF8xe2SYuCw2cHuKUScqSiFAW3Llzmj//o+9x9ssfP33mfyXyKXgj0pxMq5QoS0pej1pCMjK2VFqaUMptPeP3abdbXW0ShR384IysSBr0RW5tbGKbGaNTDsqpMpgvIChrNFoenJ0zmMb95751lDXDsZU6y5HJ8cgKihOOUiaMEWdbQdR1V0ammFUzdZDiZ4laqXHv5VZ7PLRAT5t4CRSs4PujihxHtpkN394ik4tJYbeFHMYVjLGUrAly6chbd+idIiswiTHj4eIdxvqC12iQTYDEdock5WUnDKGdIesxR95Djj084OjghjDL2n/mU6xfQlRwl/9/Bl9RJr4vrR0iSTvd0QprAm6+/zoeffoxtaJzbvsRpr8feoEseHtI5OeL65w+59dVXuHrlDKZlcPncGuPRgpORR2OjTsmU6e72ePDWx9ztnNKbjNkbz5kEEX42omkYTO89wq01ee2NV1EuXeTRgycc7B3gtFpcunyR0UGff/zbX/PaN25w41tXOPhC5+H+CY16lZ/+3c9YzKfIjs35V66z/vIN2opKNhrSP9hDFGPmi4DJsE8cL1/wqiwznYyxTQtZVojziHLJZmW1xTEW/dEUtTuibCg0W3WiIGA6H1JqL6WESRqTJTGKoqHpOkmSEycJa+vrpJlIxS1h6DrlkkU0S4jjmDSOkSSBLE3xg4DFbMagO8a0LNJsydorhALbKbFY+Di2QxCGy3P3cgVVUxmM5sz8kLVmhWrZYjGZk8UpfhCxOxjiKAUr6wKj7oRqzeZP/tkfsPNkl5nn8cX9xxx1euwcd5iIEu1mg06/TxQF5HmCKOT83d//hOnlryNICnkKkR+R5wWSJFFQIAoClmkhSgKD/nCZMUkiChHmizmyKpALGZPJhEG/y/a1K6iGQzgeMvd9Yn/B9QurNJpldo+OCRY+oigThgHBwmfUeBEpWzCZHpHmBbkgImkalqEwWXgIisrpcEwc9Km7DpaxNDKPUp9GzSWKYmI/RChA1eSlW2g8RJSWqgpN00jSjDgK2d07oVZvEgYRNcdBzguEvEA3LRQ1I8/h6LhDpzPANC0azRqGpoACnudjWRZRDooo4c3nJEWBLchsn7/IhQvnOOx2ePz8lJPDY3xvwe2rFxAVlf5whFMqc3pwgiLrFFnOwwc7bF3Y4M7dJww6PUqKhLPW4tyZLSaTPrWKQ7yYIxYpEjnDfg8lzzCvfp20tY0niDyr1fn7aYnDc1/Hz9oIts1gOEAQRDR1mZeTZZEwCDkNQyaVEgdRQdVyISsQRQHPXEcNbM6qEi2/QxJGtColMkHkW6+/xnju89Yv3iZNEjI/xm400RWJopBxm3UMRWUymeLaZS5tnUdTNRKnjBRn6KqIrqiopkFMzvHzPZIgIssSLl2+zB/88z+lN/dQNIvt8+eIYo8iTKi2ajQqZYSiYBb4eGFK5/gETdW4fesGg84BB/vH6JpEkkb4fkyr1cB2TARhqfBZWd/EMkwmc5/QC5kuYh4/3yPJZXaPB2SZwMpKHbfsEqegGhbD0YwsX5JgQARh6ZRTVY2FF1Ct1rj96ktIbpl0mPDwky/I8pzNjS28wZQbr1wiT1L6u8eMDnqYJYdyzSJKsuWIW5YBmY31Vf7L//wv2Tvs0+n06I8m1FtNPD9AQCINM6ajEfUVkyic00tCBE2i1HSpFOCYGpEkMBmNGezs/VZ1/ne6SYVpgpnlJH6OKYicHPd58dVbDGczDnaekaQCCAqSqKKbGgsZnvZP0B8+RdY1NjZXqKyUMNZKuE2H6SxCRebMeo165QUOn7rMD45JxYLh8QlBuNzriHHCe+++iyKrXLp2kasv3uCLT7/g4Qef4Y09rt++QTLO+cX/+DbXX+/xyndfRiirKIbEyXCTahKTRxlH+8dI/RHUG2ydaXDl5Vd49vAhO48ekScxlqkhixK6pjCf+9iGQZbMCcIFsqpQMk32JiF2qUW0m5IZKuPJmLk+R68YZGlBLhaYhkEUJ2Rxyny6oOS4VFwXSTMYTzy6p10WlRl5HEKeUTItotCne9ohr1c5OTqg1WzTH/VJM5HVjU10o8TxcQdJlKlUKmRJRpom6JpCEAT0B2NOO0NUTcfRZc6uttkJEnJFJ8sKNE1kY73C5uY64WzEZ0dPcAyDrc1zTGYB165c4pOP73Jp/SyngyE7T3ZQTXVJU0hTSq5Kr99nVO5TkiUyAZIkowBgeYYfZylhFCBIEoUooGgaYZxycHCC45qsr60jKRLlsg15QhKGCPKSNpAkMYYsUS7XMJ0S+/e/WAbG/ZDFbMb62jqm7SJFCfkcXLfC8+e7pFlBmOR4YYwoyaRexIM7D1GFjGuXN5mu1sgSnzhaoWQ7QIGuqpx0essXuKQQRgE5EKUpmm4iChInxyccn/S4cPYs9WoNiInChPF4iqzI+J7HeLig3qxTsk3qTZc8T/BCH9/zSUWRGIGtC2eZhwVZkmEjcfXiJRBF3JJFrWHw8ivXOPCfUrYEet0+k8mEDz/4hK/dvMHa2jphlDIajLnxyjV+/sFHKFHI2bOrhKlHsBiTJwmNWpnN1VUODo7odYZMxyO+/vILSK9+m9EnP6QuZDSDMt+zzrNRnrKhdVlfURhqGV/cu89kMqZer2DqOqeDASeHx4gVh7XNJl9p3mY06GHoKq1Wm90wYkeoYfee0mi1OX9hm9PekA8/+ZTpeIpcxHzttVd49PAJgiQgkWFqKqv1Bv586fIajSdMR1NUT8IyDUqmzdmzZzl37gxmvUq1UeLy1StcuH6VwbDHrZtXWVlrsfA82iWTtfP/FF39c+Jo+XuzZBnL1PHjnPc+vs8P//3fIlEQRiGKqlEul6hWm6RZTCGOKJVdvDD8MiBckCY5n917wtbGWbxpiGGI+KHAwvNRVJvFdIpbbSCqJs8PT0iTDEHIKbslFFXB0G2SPGc095EUmc2LF9i+dAlRkXl2dMLOkzmX0iFf/dqr/OhHb6NpBn/97/8jX33jJTa21vjNrz/AaldoBqscHPZxSyar7QpKtUwcF7iOzUYr5/L588xnC/wowrEtpFxEkWUUWWZwMMX3ChobdRBSLFuHIkG3VERNozf02b/79Leq87/TTarRbhClGQgFpm2wdX6FQBT49h98g7d/VeLgpEPl7CWqNYdWw8YtG9TqVaqlElICs5MB7969h2porJzZJMxEwoVPlCVUZI3rN65Tv3gW58JZ3vvwDoo/Rw0z1EKg2aySihnP945QNIXrL15n2B/z4buf8Oy0wx9+9zuYZokv3rtHt/M23/xnb3L+cp3f+87rFGlBd3/AZDanQMIuKSBpxKrO9Ze+gu3U+OC9d+hPfdZX65i2iSDIGLqOH/gURY7ve4xHQ4JARnILXNek3a4jKfKXKBqVNFuy9Uq2jakbxFKKlRjLKz1ZQTUspFlItVrhWZLizX1atRKCKJBFHqamksQhJcdiZbXJYDzluDMkyiUMQydMM2aDAZpmYto6kCKK0O8PGU9D+uM5uqxiVMq4rsP2uU12+2NESWZ9tcnK2gq6lKLaJS5vrTPpnjKbzijZFUDm5VdfIbiS0D095czWOienXYbj4Ze2WpNnuwckecR0OEOLUqRcWL7oCgFNVZAVAV2XWWk3qJRMut0R0+mMJEmwSjphHCEVCZIoYjs2aZIgJgmiKGLoJroicf/RDg+yJX3g7NZ5gmiAH2QgqwiSgheEZKMRs8VyxKcbGn7qISkqRQH9kw6Dzoj1VoVWo0GSpDQabWazgNPugFazSZTl9IdjNN2kXrMphAJREvHDmNT3EAWF69du0u0OkGSJTucEyzEYzUOSNFmOuk2T1bU2Zdel2zkhjGUEoUCUgUSkXK0SZBmnYx9VEgjmEfVWgyuXLrLz/JD1rQ3yaM5ae521r1wnON7js7v3CIMUUUpp16vUGi5CnrJRKdOoOEz6PQxVwNYUCkHC9wNsx0JVNcbTKUmaIhSwXq8TT2doccAbV8+hRx6D4x7RbIRaROSLIWpSRk8WRP1jpDjEqZpYCJzOe1xsu1zYaFN2NbaaJfR8gWOZuLZC7lj0ZiYb603COKPXOcW0HF577WV+8Ytfsr5S4+bNbdZW6oxGc067HZI0ZWOlRVR28bwIIZN54803Wd1cwXQNFEmmXC5z9vwGSSJgGxqv/N5XCbKC9YqDoyv0R1NSCo6OutTKFSzXQdVTvF5KWIiUFIOqDufXVrl8bps08ZiOJoThnIprIMkyURSQZkvCuSjIRGm2RBeZKqZd57Q75d7n97BsF8O0kEUZVdexspQwTugMR5ClZEmAqsqsb56BIsd0SiBJCKrKhfPbrK+tMZ1Oebb7lEe7x4TFNtu3LvDWu3f48S9/zXgyYRxG9CYz/m//9V+wfrJFGMQUhUCaCqy0mlDkFEVBkuUkiUCtUuKf//kf8Ed/9PvkQJZlfPTu57z/9ocMJ3NKjktn3OXpvaecubSGqou019bRDY0dP8SUFSqayei3qPO/001q89xZHosgyALHh6cIRc7qRhlZ0/knf/ENhnOfeOKTTaYEszHj7oTJLKbvH/Hp+++zGA0RhYL+eMTlq1f5g3/6x0iKRedkwP7+EW7N5do3XuaV25e5sNHGynOETELKBRxDpeRqSIVAOI8wLZ03v/dV9M01hp7HYRFz9S+vcebr2wyHU5S6xQcfPMZ1LKQsYzaZ8vOfvU13MMQo2azUXVqtGhtnNtm6fJaXvvkN7n9+h5HnIQgwHY7xguBL/I1MLigESYEoy4gUXNw+R7XsMB4OkBWVRRCyGE0RKciygnLZQVNUCgMMwybIBB4/fsxivlRC2CUbM9PZ2FjDW8zRFQnbNIiTkK2NLdZW23x+/wnd/oS4UDCNZRHOc4E0zdB1HctQUBQBSdEYjQJ8P0BzZMIoZjSd0aq59GYBRZFx0p9jyCrnNtqsrq8x7nZJB3NKKy3yPGXUD3BLLiXXwi6d49L1bQSgKDKKIqE7GLG63uAfFy4CM7oPphiOjmvZZFmGCBimSqlkIgk5tq7guyZTb06WRZw5u0m1WWZn9xmGruO4JWRZQtE05kGALEsgCOx1h4hxQhHFxOkBqq4T5BI7+8cMOaBRLChpOmGYLJP6pk5NUQiilFLJZTIYo6kyZzdWMA2N4WTO5uZNnJLBeDjAj0KSeYwfJ/iRj2auIWsKC9+joGAy8VjMPURB43TQo1HUcSwTyzaJEpmGbdHv9Si7Lq12DcPQSVOPJE9RJIksXu4eKo06j/b2OT7uYAgWtm7z1dfeWFILBEiziNRfkIghjphj10pcuXyJDz+8z9aZNVZXGsgKLOYLXFWGKEFKYso1G5ECx7IYzSeoqkqS53ROOigCaEJB2TKo18p0F3M2t+rEg5gJOZP5HE3XURWVw90DptPZErraarG52qJaLZPnMaKQc/XyBQQixCKn3qgzGY8wTQNRFSjI0VWF4XiEWAjkRY5dsrl8cRNZTOgeH9KoN3n+7AmGCmmWIsoim+fOstZap93eYOx7dE6PWYyn+EFE56RLe3WNIhOZZBF2xYWFT5Rk2KZGkKWUrBKu5WDqCnEKyDLNRg1dhSQqMCSR29fPEoy/wt7z52iGyMnpLogiu7u7eN6CWqOOrEgIgoTnBTTObDAcTigEmf6oR3+8IC10JMVCUFLazTbj2Yj5YkGWL3eZgqwhySrjyWKZHRVV2hsbXLhyFce2eHh/h2dPn9DpHpOpJuuX1zgZnvDv/vY/ECYhk2SG5lh8+tldfvPeRV555Tqj4Rx/OiOPA9I44vCow2XtHIalEiUFkri0Gmv60q6QC/Anf/QtLm9u8R//8S3meUi+GzMaJ6zVmjgNG6PkYFoaD5746GLOGy/e4Nnjt/+Tdf53ukkJskycphSSwPOdZ3z23gdcuXaJF7/2GnargZ3m/OatD/ni44+IEx/NtLj9wgvsHxzQ6Z6giAX1dotZ7PF85zE///GP+fr3v8fFc1t8PhjQHYxY745IVIXcC4iThDTN8MYTdhdj1tZXuXDhAjtPnhP7AasXN3nz9VvsHHQxHIfTgyHlls3BvQOmfQ2ZnHQ25Ze/+hVnL5zja9/7Jk+fHvCrt9/m6e4zqrpKrVKmXq9y8fZlXnr5NZLFDFMVyeOY/nDA3skhw/6EKJnT64zw7QbOSgk9GyIpCkGUkBdw2u1ThFMsQ6MiCswXIpIUkSUCRye7pCgoioEgptiOQalkU6WEIhakUYBUFGRxQhouQ8NRkFKyS9RrMWkhEsYZRZJgWBZJnjGbz9AVECQDRRSo1CpovRF+nDCezREFsHSdrZUad2KVRXfG09DjzEaDemMFSdMp1euIkkj3tM9pf8H5Cxphmi3116pIgUiei5iWxXbFZnt7k/SLGHmjwmi1zrA/YjwZMp6MSZJsCegkQxRF4jhibbNNpV3j888+ZzjuU0jLQp4kCf58Qa1exbUs8mJ5PCFJEmkiIUoFhqOz8HyKIARRYhEEBFFMWKRocQaijKJrlCsVwjDGOx0wGg5QNBm36jKYDFC1C6yutDk5PkEdiKyttsiyjKdPn9Jo1jEMk9lihiIvDdGJlCOJErKiM5rMIZeYTKbYhrrEZnlz+oM++wcHiGJBTrg8x1dVVFHF9z0EQcJ1XMajKSW7Qrsq4M19VldWccwSR88OOH/7InsHe0hFRpbG6CoUfoKlFdimSrNaZjTos3X1HKmqYW1uMPc9NFHGqdRIswTHdRAkgdloyrPdPWaTCWfXNiivrSALOaurLRa2Sez3KBka585uIRQZqqLR6/SWdmFNZ2V1Bcs0sCwb3TC4fvUq1bKFJOdYhovwZY4wzwtkVScMI/JMJ8tBANIkYTzsc3K8R3/YY2OlTpELzOYTrl69SHulRa8/48LFq9hOhd1nz3m2+4zhdM5iOIY0ZG1jk1u3XmA+GqFpJoppoAsqumMTRSFJkdBu11ElkSIriJOcMAiJ4wRd1/EXGXEQI1YdXFui3KpgD8rUKzaLWZ9a2SFKYnw/poZAHCaMJ1OypCDPUibjMUmUMhiMWHgRs8UpURJx7twGgrxEmnm+hx+GIIlUSiVUw2T/sEsWhrRbbZobW2QIfPjhXT54531CzyNNE1584wYnksL//O/+kf6kT5THuLUSsiwTzSJ++dO3uX1zmyvXzvCrX3zIowdPufv55yiqyvb2FlmaMxjMKZVNZFmlQKBAJMsKoqLg/NUNrvaucu+Lh8gFrK+2CLwFiZAgzWY0ygav3Hyd0/uPiXoPfqs6/zvdpNyKC4JEkqXkMuwcPKd7ckT34Igf/On3Wb9yjhe/9SL3dg+ZnByhpiGfPPoMQZCob7QY93uIuoxTqxJMpxweHvL5nU/5/R/8HuduX+Xpw6c8ufcFzw4PONo/JBkPUUUosohySeXKpRtIBVgli92dp2QFbMsO3Ts7pCgcnvS5dnubumLwN//mb4iiEZIkIhgKnemA56fH3H7hZf74X/0z3vqHnzE7PaE3HBKFcwbTHuFiwXw4REhjNi9ssbV9jrkE9sYmMz9GXV1jd5QSOS5loUKcxHhBwNzzEGUZp1ylyFMWXsBoOiUIYiqb15hKErtHp9RbbQTHJs4yAknHN6oM0MgrK0jIeFFEJIR0M5PpKEVtXyCfCkxnAZpmoBgiim2BJOELGbKjM0wDLMlErFUon1U4OukSpDlGnHLUGeK6JSzXZHW1iSoLzEN4vnvM6dEx3eMBW1stnHIdw1B5+OALNMel152ysuqwutpYWosjHV1RvuTeaYiqgFAEqErCxlqDkmvQ7fQQBAG3UqFkO+RpjGIpFIZAuWajaiJFltFoNBiPxkjisonqiki1ZLEIQqI4QRUlBGn5IBJlkGWZLE1ZzJZw2kIV0WUDWZdI44T93X1kRSHwF5iWybWbNxFFFa9/iGEsFezefEatWsUplcjShIsXt1E1BU1TUNUlD7HX67O+tkkc5fh+ynwyxzAtyFPSLCVLU8IgIE0TVEWmUqkyHPRwHJ12q4UoLIWftuuyfeEiD3f2+fD9j1hb3aLIRG7fuM3zR3tUayWiNGExn1ByTIRpgqXLSJbEay9fZ9ibIQsFp4dH3A5eYJx6lOtVTkYd5osFkT/FrlggFcxDj9loSrtSY3t9i/lsBnlOu1WnXqtyWrJRGaELOUIh0z0+Qim5WIZBlsQkcYJpm0Tp8mEzmU6BAsc+h+M6ZFlEjkync0y/10OSFCKtwWA45oujR/hhgizJmLaBpinUyzVEQSTIUk5PT1ldXWV9bYNXXj5Dtzfk448/4ujkiHa1RkkTaGytYBg6165fZ3Nzg1TKKBDIAN/3qFZNkkwAQVzCXtMMQ1tqNnRdYjqH0E+WHMcwJI5NciSKXCYTNaI8RxZEZFVFsW264xGjWcx07vHhB5+AIKJoOsPBCC/KMWwHSdHw5x6eH+K6NaIwoN8fYpZsQj8gizKiMKF3uochy7x4+yZvfvMNnGqZd9+7w29++Tado2Nc0+KNr7/Jy195if/3Dx/z/LP30B0Nq2ShmyayKGIqAv1Jn1+9/QH//C9+wHGnS7fT4fDoiAvb57h/7z5xklFvNohzl3KljGlqS1hAlJEXApaps7a5wWcPH3BwekyppJN0fWzX5sWXb6LnBaZh0rp5mXIz5a//5q//k3X+d7pJZVlKpWoiAnalxEIoCEOPkjfmf/7bv+frb77JjTdu84d/+l3+9n/6MeRTsiRB1eTl5VSekZFTKAJ2rYytG4x6fZ48eszZl24wvRNw+uQxkimSZBHd6QTV1DA0BVc3kUSBJ/fvs3n5BpeuXqHfH3Gwf0JjY5ODfp9pf8x7P/yQ/+xf/xEXrlzgP/7wpzhllZZdpVqv4Y8mfPjTX3D5za/wgz//Ux7cvcM7P/kpoqYg5zmGstxTPdl9zuGgg5eFDKYzRFVm7/AUQdap1M4TV2s0lZgoCYmjmKcFSLKCW7FZzGdIEtiay8E45ofFZSrSgKBVZyjJ+N7ysGBhNhlZEsNkgaiBYzt4C4/UzBgqKggiuVZg3d4kmi3wg5B5ktGNI2RFxnFMfEMjS5ccQbvkkmy20Spn6YslVkefk+GxiGKSIkfRDVzbIBdE/DjlwvVLvPDay/SeHRKKIgLgz+aUahXeffczRvMDBDlnc3Odv/gn3+fVF68QJhlJBCtVi62vXEcUYHfviPsPAkRRZDAcoekqgiDgVFz0ioVmmegSJFGKLCnMfZ88TShVXBzLIAwC4ixBzMGbzcmjFEEQqVZrKNIyb6apKrqs4skqoTdhHk1RIoUsXZLIRUH4krtWMBgPKcQUBNjb28e2LJqNOqbhEAYhi8Uct+wwnUzQ9Srz+QIQlv8X4f9PP58hIOMtAkQxIQhETk6OkVSJrfU1XMvGWyxIogTBNRFFGT+K6U9nnE4XyJrF/nGPz794Sn8Y8vK1W5Q0i8PeHhduXeDB/QecdvZpNEsYepO1UgvVEZnOQi6cWWfcGVGuNahZJY7GMyIj4/Gz5+iGihflTCYzcgqmswlky9GfqWq4q6uMhgPSLMX3F0tqd6NGPjoljj32jjpMvJA8yVAkhVmw4KhzSpalrK+tUqvW8edT7t1/xI0bl9k/2EOTl7kxQ3cIgwS/iMhynSzLCaOYNA1RVAVZEMmzHMdxiAuBK1eu8/obryMrKp/ducuD+w8wTR3XsnAsE1GWuXztCm6lTqVs41YtBKlABAZjn/c+vMtpt8sX9x/zh//ku3ztay8RJSyzeQWIwnIUPRgOSdMCQ9OIk5zj4wkffnyPDz64i1LMObtq4EURiyTh6e4evd4ny0hDlnL9+lUazRV6/QVHu/ustNq4rsts7uGUXAphGQbP8oI4jLFNC03SyOMCRVD4+tff4Dvf+yayqvDhR3c52j0iizP8RUC70eb2CzfY2z/l+e4hqAWmpSGrKjkgShKmJuGnEXc+ucObr9zi+tULPHv8FLdks7+/z//yNz22ty/wVy9dI0HEj0L8cIGsmsiCiG3LeGHM84N9FFOlUAUm3oKyYzI+6XPw4BElU0RR17l1fpONzfpvVed/p5uUgIiiSFimgOu4WHYFRRfIFPDygJ/+7KeMBwNe+u5X+Zf/1z/n448+4/kXj3AsnZJdYnU1RhYEVFFgfWONLI6Z9CZ8+IvfcObqNjduXWM2HPB8f4fedIJUqaGaFqYqEYUecRKx8CNOfv02b37zm7iNOuE85PR4yMZLV7jz1mcMnx3ywQef8OLrb/DhR4+I4gmiKIMoEWcpQRjxqx//mK3z53nje99mtdri/V/9GkUXEXWF0WKC26qhqCJx7GMbKoswpmqbHJ12OB74JJ5AU+mSZxmSYuDaTaqSD3lIIkY4ro1lm1hijJv4nO/fZziZkxUCaZJRiAKxanFTO6ZqCAh5RkUsI5WXOycv8MkKifF0vvxhRilRkiDIBmkRIWci+ThBmYPr2gSpT9JbNqIwS/lCuYisG4hJiChJSKKEJMvMF3OOT0958eZldLuFGEVgWpxvVznojOgPBty6foEf/sMH9OY5R4cnDEcjjncPuPXCTUJvyn7jNt/bVFipS+R5wrVrZzk4PGU4lVADleF0jBpIyLLMWs0miwLqbolqubp8qfczzJUl2DXLCwLPx9YtEEQG3QGLuYfl2ARRSBQESKLAeruFXXE4kUXIUkqWQRDH6JpGlqakSYokyfiLBfMooGTZpLLC3u4hlmURRxGKKlJybRAKut0BcRhgGhqmqWEaNuVKmSRJmM+ndLqnWFYVBLB0jSuXLhHGHpIkMRqMWHhzNNXAdcvIkkYuyiRCwdiL+fjO5wwGPn6QoygWw/GMRq3BsDNh88IWR4Men9/5BNMUaVRtFF0mWPgEoxGjsc/h86fEkYB9+QaNagNr6uMaMocHB4i6SLPZYDQcIYoSly9cIvQj+sMBh4Nj2u0mhmlRrZZRdZOF59NjREuVEWWFdqOFU07Jsgxd1WnFKaPplPFkhMjyTDmJY4Ig4k72gMl4SqVcotWoce7MJlHgM5vMUSSHeqOBKM05ODwijR38OKHIoN1e5+Wb19k8u8XTnQPee/dXxHECecF8Omc6mSJEOX/4F3/Myrk1JFGiSDOe755Sqzsc73d46zcf8PNf/JooiwGFd371MTdvXOWzz7/gqNOl2+2SpTmjwZD9vX0EBK5ducqt6zf51S9/xfvvfcRw6mEpGX/2vdc46E4IigJB1kny5SRI022iMOW02+fwpMPB4dHyOrcocByb6XTB++99yGI+odVq0qrV0FQdKReQ04K//LM/5tYr18lFiZPOkM8/uU+eJFiGgeO6vPTqSyCp/Lf/w79hqm+wXi2TkCKQk8URcpZj1UpItoauq9y/94Dvff+bPLl8kYePn+DmLoqu8Xx/n//+f/x3KJbJ4XGPyXTOX/75n/HirW3uP1xS05/uPafSrHL9pVvsH+wRTSbUaxVeuHKJdt3mkyAnSSKi1P+t6vzvdJMSMwlvERFHOuWSS6u+ysIbUIgifuyzWmuzs/OMMEx4809+n40/+33ea9Tpn/bQFIWZP0WWCpqmjmvqnHpTfG+OH3kc39/hwusvcO7yRT658wlHR6eUqnUKJHI/RxFTTvs9JEFj0J/xzs/f4Ss/+D1sxeL0nbucf/0GRslhEUx4+1fv8q+2r/P9P/5Dfvazf2Ae+MiLOaqqkokw6y94+vgRhVDwwpXb/Gf/4i95+PwLHuw8pntyQKNVI/Ij4sRGVjVGwy5xkuHYOluyxeeyxW/kbYLYJ4kyhlqJIGpjyCKJvo4t6SipxMIUeTBV6Fs3yCyBJM1QJBkkAS2NGYy7lNbr1KslLENHEAqm8wVFUXBweMDpYLLEN/ElFbmIIE9Z39xkMZ9BHqIKApksk6UJclFAGiMJICsiUiGhKCqqqmHrLpbkcrC7x3vvf0w4HfPizeu4qkT3tMvgdEivM2AynCFpEamQ4bgOpqbTm8/5x9+8iy0UVL5xBV1SUIQUL42wdJXNM1WG4YRMBEVRmU5mjOZTpJOCasmiyDImaYpm6Ky3G19CZof0BmPyLMfQDSzbwNZ1phOPNMvx5guKLKfaqGKoKq5jYksaLiVYLMijCElRyYA4ilBVAdPQMU2dIs1YX91AVyUURSaNQzq9PoIgMpkMaa3U0Q0TUZSo1es8f75LnsHqikar3aBUqrK/d8JoNGI2mSHkGbZh4oU+aZpgmzZZlqJrOpKo8PlnD9k9OuWgP2A6T/nowwfUqw022utYhsGFSxcZjH0unjnLW2/9knLZRlNF5tM5g/mQVdlD91O2VjfZWOtzdDphEoZ0B1O8yYRWvUI8X6AZEvPpjDzL8AOfnZ2nnB51EWSJcqXEaDIlipfXhLIsE8sZCy9ECSL29w8xTIeZF1CtVUjSlJNOh6wQkASJ2WSCJiu4JZv5zFtSWcKUyXhOlqQogkC57FDkAoomU3ZLS2BsGCJkBW6pxOWrN3jhKy8RJzHvvf0Ru88OKJdsojhhOs1otmu89tpXWGmu4DTqxIVEPJ7z0394h5k34w//6Jv89V//HU+fPWd1tU1eLPFXe8+f8m//P3/D3UcPiZKI4WjCeDhCEATSJKVSLvHwyQ6jwYT33/+YhecjCRKG5TCcx2TA8/1D1jfW0FSLoohQZY3Z1OPkuIdumMRxzN7ePrVqBUWRSLMETda5dHGbWsXF0FRUWSH0A77x9W9y9cZlTjp9VEPlN2+9g1TkNOs1ijxlde0lXnvjVf6b/+Z/4v2PPyP+vasMLnwNQchRNZ0iK/BVhcQ2UCSJULP4j57MyZOY/Po3eDxSmXsehSQT11a56+fkAUTiKgvZI30W8b+e7PB8d5coztBKFwlmAaJWIts+gymJxKrEr/Oca5ULjB0NQxwTBP87kB52jk7Iti+QJhkrK2X+1f/l/8Dx8SmPHj/k9PCQ/mjMSr3ByUmXL977gtZWi5devM7xyYDdJzucu3CZ+bhLGkxZzBeokoaq6bilEg8+uc/ZG5e5dfUi765tsrd/TJgmlIUCQZGxazU012AxmiFpGp9/+hnjScgP/uqfEac5w6cnfPt7X2E4OOb02T4fv/ch/+Rf/CHrl5vMuifc/eIu4WyGYSzFf5IkMzk55afPj7lw8Rzf+cNvc/deQRZ7lF0HRXMpl10QRS5tn6U/GCLJMrphsTa8j6nZ6LbB8emAt6YK26OPsGUQihzb0mjUy+T2CoNRxLnjj8hR8OMEXVfRdR1DlpHVpU11LHrkBeRZvFS1awaOaTOQpmRZQqlcZjKdLqnOgU+wqLC20kaRClzbYDia8uDpDhW3DAXEYUiW5vhRTEJAmqZsXFrj2cefMPcWyLrBYOaz1+kjCiq2oCKaOgoZRRRguwpZnmGoBkkBrZUWCAJ6EuNWK0TBjNgXMA2HLMwwTY1z622+mO0gFBlhEuNNR2xVS9y+eo3hsEcQhdiOSZpk9LpdojhDFkUkRaVar+CWSsQxqJpPUQgosoZhSgjAdDpBk8BeOYuZK7iFgaFriLLC3MuwbJM8EyiShDiI8P2AeqWG5RhoqkqWG9iWRhKnpFlGtVJDFgUgIYliwiCkVqujqAph4JPnArIMcRxQsS1kUcQyLTTToFquEkcRnW6PNC0YjgY8vL/D3I9QdYOvvfEC1y9cYbW5Qsm1MCwVWbeZtWKORyPmwzGrKyWENGLQ6yO2LiAWIlGQEAURW5tbDIYBQZwSJAkikCQBmgiWplDoOmmSk5ORI1CulNFsC8u2lns5w2G+8FgsPIZbZ5kZHqWSQpTlCHGCIEh0Oh0kWWX/8BBRUrl2+SKtehVdlqAoMDSZOEsxLY0oSpBEGUVVqVaroJYYBRZtvclwMODs5gb+1OPy9iVe+/obPN494LOPPyVYzCm7JZr1KlGac+7CWS5fvYRdckEQiOWcZzvP+PCXH7P7eJevf/NVep0hvufRXmkiqRJIEEYJC3/KnU8/IhUK0BSskkZalMgzgcDzKCSRMPZZaddZWW0zGIyYTz0oZN79+AtMXScj5WD3iCiKaK+2GUzHpGWHZq1BFAQYuollmFSrZXq9AbIMFy+eQxYLNEWkXnGRJYlXfu9b3HrpOgs/wLEdHj16zLQ/oFpaHkFtthu89PpXePpol3ff/xhZy9k4fZtcU3Ecm3QRIyQZtqrQlMqQZmiahmvYVE4lXn7zBcx9i7d+fY/CUDnqdbFLFkgiC99H8kJeLV/nvU/fJu13WW3XWXTnHD1/SqPVouQYnF9tc+3MOsOjI9YXB3xza5OaKDCJrN+qzv9ONylBlvH9kOEgxgoyPn7rYzbPtvjed7/F0+cHfPTBJ/iihN2ukLkWhaziexGbW20EOWP3+Qmzo4xoEeKUTVorbaySw2g4Z54EPP30Ade/9gI3X7rNJ5/eRTMNbMvEdWzWttY4u97ko3c/JMgjoizji48/5cyLL3D5K7f4+f/6I668doO/+i/+gl/96G0e3r/Pzf3r+EnIYuLxte98m1/+/KekixmSCLquIosiWRTw/gfv0jpT55UXX2TWPWY2GdJo1wnjGG8xw3FsahXnS+KDhVsy6PVG3L/3kDgWSFubkKX0B32a9QYrK6scHx6gtWzcUo3VvE4YZuwenVKoEoosLR1Upk2UZKhRShIXpGkBhYQiKIiSSqXkUm81GEwnNOplBJYEg5Vmg3qtAnmOW7IouzVyQeD49ART1ymZFuU0Qy6mBHGM5895fHefo71nNOplKu0VbKVEf+gznxyzXm/yyWd3uHH9yvIQoFYjmsd4vkdaCGw2S3QGA3RjCZUVZR3f80kWU4IgoOyUabRWiYKE05M+WRLRKJdoVUqUSzaHx3ustFdo1Gp0+gOa9Sq94RIHpesa9WqZ+TxkMBwjUCALMktwfI4gQBAGBIG6DBVbFpvlNmEcI0oqPVlmFoRLfl2akEvQWlsljWNmQUjqBaSxx6pQY7XdIJdy+oMhmgwl18TzPOr1Ooqi4M0X5EmGphpsnzuLZei4tk1WQOAHPNrZQZRE0jhlb++ArTNnyPKCsunywpVzbL/+KseDGdPeiLzo0cirOEqN44M9NjZb/Oj/+zPC3iG10mVWGy5FmhKHMd15n2qece/OA3b2TkmKpTdJ1CSuXr5EZzYgiH1aho2mVshFiZkfMJvMMG1juY8QCwzdoOq6JElEGPoUecFoOmOj3MIybI67A2y3zLOjAfOFD6KEki8NtTXXJPTGNBt1rlzeIggiFgufu/cfMBr2uHLpHIq83AMqksJsMmM8GmEaNqmq0h+M6femSLLMtauXybOYxXzO6kqbZmuV7nDCaDLDcFwUqWD30R6fffgZWeyzubHC7duXuPvgGfV6Fc1QiLKE8WKKP/VorNYxVJ3jbofZeIZumFQrDnMvQZYlVE1GFgUWwYw48XDKNovphDxPyJHQSw5xEhJnKZKqEyXZ8mu/PyINQyzLomw7GIaJaRo4jkWeZaRxgO1atOtVdEVi48wZbrx4lc8ePCQIIm5evczwqEPDdXFMA0XXaa00sfQSP/wP/4bjYRcqGlI6Qc4lAr+PVORsra6QeSOqokaSBySTiGCi0IumLFYt/uT1K3Tv3+XJyTHKok8ajdANlWQ0YK3W5GJJ5P3hHjUFmkZMS9PY/7yLqGVknoBdFjE9kenkhN74lHj/KZWKw9pa87eq87/TTQp5OdseLxY0HRNZVzg57DKPUq7cvMqLL91YahkECOchap4jI5FPA7bXVtg+u8WdRpPHj54QzMbsHfdpVWs01x2CyYz9bgfnqMPV65fY2DzHeDKiSApaKytUWk1OhkNGizmd3hgvjkjigF/+9Of8n/6P/4pYTvnFP/6ExWjB9773LX70w5/w0a/e52vf/Tp3nr7P5vVtvv8Hf8gv/sPf8eDkHptbm4RFQZhHVKouO48ec/H8FpCjaTJ5kXN0sI+hKay0aqiauky3GzJRnKHKEghgmvpS1ibJlCtVTNNgOl1w78kzwqMpXPkO9UqZNC7o9waQZghJvEyKiwKWbiEIObKqkmUZgiBTrdZRNR3dMqjWK1RrVRrt5vLV73nIIiTBAqEQyVSVTqdDMPWolSuEUYCh6axUFUajfcQ8X+oyhBy7XGIWZsx6h+SWRV07S9nV8YuAlVaV09NTzmxtUHZKqIWAYJhMJhMcXSVzdEx56eBBkjk+HaEqErbjUGQiT5/tMpvNCQOfhmtw/swWddsmTSNc22E2mbK1sYGuKty4dp07n39Bp9PH0F1Ojzv0B+MvfV4COTl+4BPHArP5nJKpkMU6URyRqRlBFn6JiypQZAXdEJgtfLK8QJJVoiQl8AM8PyCMYixDoT8aYzsGQp4S+Cl2zSGOQo6PZ6ysrCAAsiiw2l7h9LTDydEpg+GYuFxmMp3QbjepVmsMh0NKjstqa43e6QBEkfPnLvLmG6/z47ff5dMvHvHyiy/j1E0effGQl5xXUZOco0d7+NMRmgRhEGAYKxQMWCwWuOUa2TBkPPUI5gG1Sok3X3mF5laLOx/d5fHTHQajEab9pQZFKCgkCdXQQcjJ05QojXEth8ViQafXRzV04gIWUcLu3sHy0kBS+OzeF/hRgaRoVN0K3mzE06dPufa9r2KsOlRcl0q5gh8s4b2NRpnpdEqehqRpjKQaRIuY4WBIUYgoikh/2GXn2T4n4yEbW5ucObPO5evXUSUJoRA5OR2QJBlrmy3yNObD9+/hzxfUbZOZkJFnApplsfPsGWmeEC58sjwjTRKcks1i4aEaOlmeQgYkBUkUkaUJuqHj+wFGqcyD57vItkaRQWuziSYqRHHC2atnifKYQbeHJEisb24w9WYMDwfofZl6khGGMUkS01ppoOkaQposUU1SwfpqC1WRefX1V+h2+3zy2V1WV9qkRYHne0TTGacHh7z2ja9y5uJF/vFvP+C9T+6RmdJyZxqkSPqS3i+QIGQJrlti4c/x/ZDReEwapjw7PuV4MOH/8X//P3P75nU+uHMP3ZaXsNzdQ/zI5+rWBU6OjomjALdewrKXsQDLNpZmZkFAlaB3dIQkClTdCqqkEIUJs/Hityvz/1v2kP+t/ypVF7tk4vdOsc452GUXS9HZvnoW3VSYTWeoqoam6Jzuddh58hxDlMiCFLfh8to3X+Yrr1zk7NWzzGYLijBElmSiIiUZzxHmMdIsp1a3+fO/+qf8m//Xv2XQH7A6b9MfqnSO9skQKWSZSPRJpYLOyQHdXpeNa9sc/Xifzz76mPXVDb7z/W/zD//uP5AuMs5sb/P4wXPKhsx4OMIwDfzAI04ziiJHkFROT085OTpE0WRWW2fQVJ0izcnTkPlsRq1eRaAgz2IkUUYSJSqlCoKsUCqVKAsV5CzENDTGowl+mCKVDNIkJwh9TMNi+8wWWVqgqxJuyWExX1AUGYqm8mUnodlajjrCyKdUslFkGQQYnp4SRxG+51HkOUIukAsST57s0u/1ifOMM+fWsU0TXZUxVJFhr0+QiMRuwnGvSxFFBGFCKKrM5mOmc5/V1grBYrYs8qnCuDfg97/1GoZq8N6Hd3i+9wxLUXjl669xdNznoR+y7/VYk6E3GrN/ckql2aQzGjGZzRGFghdvXEYAahWXMPBx3RJJknB8dMR0NqVAxDJ0ZFEkT1JkSUVTdOyKxWg2ZTqZoXzJ0zN1g5VmjXatTFqto6Vjpv3jL+WbBmmac3p6iudHRFlOXkQYaopqqMxHE6IwYWVlBVUvGE9mbK7VMTUR2zKp1cpEUUQYhhRZgVSIpGFKv9tjZXWTdnOVxWJBFIfMpgsqtQqt5rKhtZtrPHu2hyRpbF+9zs7+IcPOgCtnLjAfjNmNUtqrbdI4ZqXq8tmnH9OulnD1KooskcQRlZJLRavQbskcdY+YLzzW1tZ544VXqVgWO/vHvPXee9x5/wNMx6I3mZDmOXGSc3TaoVGvU3Ysgtl8uXtLEzonHWZ+hCPIREmOIKsswgnHpx3sUhlJUdEQyQGBDKEoiGKf8WxK+8IGjmMwm42ZzRcoikarXqbsmAiCRBxHdLtdvKKBZdvYlk2j4VJyXI46feIcqrUyzWaT7ungS5KIxqA/5NLlbeIsY9Qf8fDBfSaDIdV6jZXVVVRNI05i5gufRegjqzJhGqFoKjW3RL1aw/dCbty4zcHREft7h0RRhFurLSMEocfcmyGrAitnVknTBMc0mPbn9Dp9MjEFVUQuaRimxTz3OXPtPPVWfdl4BQlDkBBlkchfUHdLlCwdXSpo1KtIItx+9QUkReDTO59h6jpupcLUCxB1jcOHRzhmiZWtTT5+7yH/z//u3zLyFxQq5HFMNAlBi7DKBpWyi2bqKKJMr9tDUVVazRZ5vnxoPX7+jI/v3uPV12/yk7fe5sMvPscPfTRVRzN0Ot0Ovwh+w9paC00RmHdOSfMCQ5KwdJnVRoMr585xpllGyEGVVCzT4Re/+OVSd/Rb/P1ONynLNKAAgQKtEBieDAgdg9v6Nt4kZNqfICDQXqtz6fYFSq0Kx3snuJa1tMwOJ0iFyWrZxcpNHu8dLa+7Gk3iKGP/yS7z7oT21jovf+81vvGNN3nn7V/TOekwHvQRSVEUFdO2mfk+gp4jy/DJ559y9ZWXUH79LlGS8uDB53xjY4WbL9zi8bOnvPrtl/j5W2+TFApJHFOvNcjJEIWYvIDZbEbLaZIXUGs0sWyDOAgQ8hxdNZZ7jplHLhacjE7IC5lc0FEUmencw5c95rMZriGTpRn1epO1VZ9hodHzAkaBt1RISDKylEOW4dgOiq4TJwkgcLDfwbRMRFkkK2LyNCEVCpK8QJZEFgsfSRZI4uUL8/yVy3SnM9797H380WSpVzdtkiwhSTJOTztUy2VmcQ6CQJqAmBYkYUqSRmiKiqqo7D49JAgiNlbbvPDCJVa3VmnXyvzRH30dXdd4vvMUfzZhpV7G83wOD49o2QGh16FUrnE6mfCs32fh+WiSxJUzG5zbWKPbP6VWK3PS7RFHMfVGk6fPdgl8n6wQybKUZrNOvz/BCxO63T6oKopuIAoS3sLHLpkUeQp5xsL3mHseyeiUuj9DUWSqlr0E+kYJCDKKKpDm2RJTpSjUak1m0ymwPK7QZAVdU1hpVen3uqRZhGlYOLaDpmggQCbn1Op1RBFkVWY2zyi5JbqdHrkg4Ngpg/6A9fUtRFXn5u2X0VSF016PF19+mbfffgdJVRBUAbdq4yULRv1j4nCGWqSEXkSzvk6R55TLLsZMx58PuXjuLEIOFy5do2qW+fDd99DPbzKNYqxaDccy6I8HLMIQp+TixxHT+QxHk2k1aoiiQBTFtFeaqKM5YRKTZwlRHGKJArKiIYgijUYdWdboDfokkYdpSNiGxsNHD7F0qLgmRZosUUvjPrICpm7h+z6OXaIluhwuLORAIM9zjo5OqFTKtFsNzl++Qr1R54t7D4mSmMuXL3Hvi3s0ay10U2bv0T6KrJJnCbqiIQkS/W6fqzevEUYhiZARpQmCLqFZJpAzX8w4PjgmiXPsaoU0zyjXK2iKxmA4RpIEvvLKKzx6+BDFUDBsnSDOEXWBMFsgaTlHJ4dUV1poukaUJ3iejybKlNpVNs9u4p8O2HvwjJJjsphP2NrYYK1VQxJSSpZOuVaiudLi4YOHjIddKo0WumnyYOcZUZ4hawZf++7X8YKE//6/+/fs9boIrkwYRGRJii8vQJUouTrVylIP5McpiqkzGo2pV+t4i4jJYoZdL/HWOx/w4gs3+M533uTJ/nMEQaAQBXRdZxEGhKQUJJxp1ZGjCFM3efXWDfw4xJAlRr0uThaytrqCqir0el1Goylpnv9Wdf53ukmlaYYkCGBoDOYJX/3Wa6iGxOHxKcdP9jnaO2Dv4IDVeoOv/t43aJ5psvW1m5DBswe7fHrnY1aadV5483Us0+Ts+hqPv3jO0w/uU5R0Lr3+Aqe7XU7uPGG82+X1115mOOjT7x/jzabYlkGapNi2TSNNMFo6qmpweHrApew2F69c5eGdu0xmY+59+ilfee1N3v34fSbDCU7J4MmTh2Tpcs+RZBkUQJZj2xZl1yEIF5Rdk36/x3w0pUhTBF1hPpvRaNZRVBlREjk87JLlMYIg0Wq2MUQDRVVIkoSTyQSBEVEQYThlBFGkEGVSQUAkp11fovxba+tcf+Eap6ddxCjl9OSEJM6YzmcMJ2PyNKFtl5AEhSCK0HWbJA4QCgmEHLfeYKoaXL55m8HBEYqY49ZrPH74lLniUbVlXNeGKCVOErrDIYYokeYFRb4kp7tVl2vXXkJYXm0wnkyJvnjI6mqb4TRkY22Fkq5RdW36nVMun9+kHkbsPXnC5arC7t4efl7QG00Jo5CNZoO8yEnjgHqlgiIJBLrLg9olkjjhWNfJNSgKEEoigigzEMYgKhSbkObLU3tVU6DIGeQ5QpGR1KsURU6PBpf9h1QKmHohU++Yg5NTojRDt0uEcUSR5URxiKwpmKaOWKQoUk6zUccxVRRZplKuUqtWCUOPNM2oV2tkaUYUR4iaxHgyptmQqdWr9PpdHMdiMTfodbv0+wMajSZ3HjxkOJywcfYizx4/prWxih+HdEcDyhWXsliiWnU5PNrHyFLWGi5DoaB70qFIUzRVxTQ0iklGEMyZxROa1RJbm22e7OzR3qzz6OiQ0XBEIQuEaYRqmAhZRhDGFMBkNGLF1lndPoeiyJx2uyiaRr1SYeEHFJUyzqJDNJmgqhKKIpKmIfV6DVle7lzKJZdaxUUWE8I0ZeF5GJqGbuiYpoFtm0vlimORJTliKJLECXlREMcxkizh+z7rG2cREPnFL35BGoVUqmWOj3cZjzuocsHjRxlPH++wsXmWs5tbPH96wHAwJk4iXnn9JbqDEZqhk05zkiJDFUVERMbDMfuH+7Tb60xmE0RVJZfg/v0H9Lt9zp8/y6F1iCSI1Cs15lOP014XU5W4cekCwWzB84Nj8CNsy6Y3G2OVHLIgYjIbs3iygEnEwlsgkHLx7BnatRqyyDIuoynceOEW0/GIXueY9kqNQoAsCYnigOlkTrXZ5PzlS/zbv/4Rx6enyIZIRoGqKmSiwGQ6o9auUnZLGLqGkKdM/CnVehMkCVFUSLMFM29GrVZh9+iQDz75jDfeeIkPPr7D/SdP0RyHJzuPUXWZ1VqV0WhCu+JSr1TI8hxkGUnVsVSVgoz+ZEyrUcOtVDHCCAS+fBD/p/9+p5tUvV5BTEVatSorDYN86vPLf3yLjz//nP5ozNr6GqKh4jQrdA4P+Oi9X3P1xmWu3biJ46jkgsDRYQ8+/IzbX3kBWZe4+uIlSrUKo/mMT9//lCvbF9Avn+H57jGXy1eo2CVCb8rgtMN4MCSOY2rVGookIUoikiLiFApP799j+9I5Ht27iyhL9I8Oebr7iJdeuY4Xely9fJbPP3hn2VxEkflsRpEXy3GaWKBpEsPRgCyzUGQR01pSFoo8RlUtkjjANMtUyi6HByekaUzoZXR7I7LNS8iKRjRb4NhlprNlpiYDFFkjR0ayKkvWXbPGxc11qqUqoh9REiCWcrYvn0UxDZBFhkHM/v4x3mDMJPAIvJhm1WLW9/EmUyq1Eo6hE+yfcmV7i6jVpkgSavUas/k9QiVErlhMZgskWQNVprPxCv5sRpYVOHaJxosv8NHuAW/fnaJrMiVdQcptFFHicCcGQWPUV0lf/gHDisZvsohm3EBcUTgT7lNWYLFI0CUBWQlQ8gKn5EJRUKtUECSR+WTGYahTMQPcySPauc9Jt4/vBzhOGVGSUTsjkhQEUURVRNI8ptWqIckqB/uHqIrIpfJZBFHhR/YVFFVDFUwKRJI0Q5RVJCHDMgwUTaPb6ZBEEWEYUGQFpi6jycryLFsQCMOAw6NjWq0GpUoFURCYjCYURYGqyjhllyvXLi2NwkJGq10nTSNKZQuEHN1wCJOMfr+PJKocHO9z0j8lzCPuP3rCZD7HtDWuXj5P2VJ5Nh7i2iYFOZsbbTRF4vy5TUq2xsKf0e97GLNj3JpJuewg5AWHx0f4C5/jyZTcn1O2dcIvv5AVWSFNU6q1Kq4qs7m2guuWyPOcIluis4o8I018ZFnALVnIShXTtIiThJ2dHcbDPhfObxN4C8Qix3UcJDmlUXchi0niCLdSxtSXjqkkjckyAVlUCMIQWSlTMhws22ExWzCfz/j4w08Yzxe4ZYtKyWTU76BrItevbnNydMLx4ZySoxFHCy5ub5PFIvvHh9y68ALnL57jH3/zHkgCuqVj2kvdSxon1BoNbr34IlleMIt8ZvMFpbLL+QtnqFcrTOczkiSmWq0xmcx49uw5qqQhmgr1koPTrKMicHBwTC4IyElORbNBVJksJgQzD1dzkGs1DFVk68wmeRii6yYl26S12kI3de58/MmyBuga07nPsHuMN1mwmI759re+Tm8wJgoCLl/dRD6VeHZ0jGrqJEJO3a2DtIRUi0Wd2WxOnCRoqsLW1jq+FxAtfLY21qg1Khiixqd37vHm6y/yp3/8Pbr/bY/doyNMTaVaq1J2yoyihKcHx5xfb1MuLRFZSZ4viSjlCpIo4mcFp0+foEoKoiygqMpvVed/p5uUKEgEYYBRlTAVmV9+dIef/uQXLOIA1TYJk5C1tTUu37xKZ28HMQ/p7D5FKlK2r13jha++yju/eI/DZ7u0alXaF7fww5zFZM70qMNXb1zm8c4Brc11JFnl4d0dLEnl6eMn9CZjsijEtk3GkzGyKJGkMY5u02q1mXROWX31VS5un6cgZ9zv8/bPf8L3Kn/CrZduIAvZcrzUzZAVmcl0ymw+gwIuXDyDZekoskAaBxSpiO8vCCloNqq0q1UURUWSIE0TarUq3e4cSS5IkxTP90niBEmSmU3nrLTXWdva4jiRkMwt/vzKVRoVF0kRWUxmBMd9vri3w6jXQ3cUNF2iUq8gyAJJnhIUMpqk4663yEs2me/jCimKIuOpCo7r4GgqVlEw2D+mtdbi7/7m13znW7dottpM9DWydEhRCASBx63wDp6oM5yOCRY+f/wv/pSnx7FicwABAABJREFUp7ucfPQbbClGNSTksoOcLV+PgTjj1Rdf49Oju/z5rTM8uPsRrdU6atrlgpGy+dVLPHl8xOd3ZwiGhqxqyJJE2S2TJBFxlFCtlQnmC5IkoSzEXFt1sJwNwvg8P/rxT1iraQyGEwLBZxEvvVT1qsP6mTaj4QBB0lkxRCajPkFHxHYr6G0R0zTJ/DlxnJIjIogikefhewtK1SqB57O+topbspmMB1RKJlubLcq2w3gyQlUMTNvi+e4utVqFWrVGEEZIkoisKRiWQRon+EFAQYbjmEiSimWa9HpDPvz4DoPRnDSFWrvGfDZBtXTG4zGOZZFlGXGw4M7HHzDpnhAFPnVHo9auEfkBbklHIGI0nhNGESW3zVb1LFq2oBAlDg+PGfQG+GGIY5tcvXCWJPB53jsmS1O8yZyC5e7n0vZ5zjYrBN4CWVGolF2KokBgSUAZGhpCJFKyTcqVMov5nHNnNklzEIHJYMpiPkGRpSXaqj9AzFNUVeb53gGNWnmpTNdNJEkjiGL29w+IqxaL0CPNM/Z3D3CsEo16lTAJGPZ7TAcSCMt9b1GkqOpShCmJEnGUYGplVF1mZXWFjc0zzBcJk3mA53usr28wGPXJ8oKjkxNW1tZYO7PFo53HyJqClqpkeczq2QbbN85wctJFVw2G4yGSKNJuNiBMKZUtjvf2uHn1PG++dgvHUKm1Vnmyd0guiDilMlKRoVUagEIv7FByHWaTCTICbtlBVlUuXL7MfO4xGAwgT9AVGVOTQQaNDFuXuXj5HB9++Anxos/NW1tceeE8H9x5hJ9luLUy+8fHDOcjwmi5gy+ZFoamMBv0USo1uodHlOwSum3iBwGqJnN40uHe/Se8/uptXr91GzktyDWJxwfPCMMAURIp2yayrKHJKlmeIiY5fhzydDrDMnTsqktvNGCl1uDKtUvMZ/Pfqs7/TjcpbxHgui1mo0OezHo011dQnTKlwqTSdPnqm1+l0WxwsLfDYtJne3sTTZHIEp9Zr4fiVvjBX/4BO+9/xtOdHcxKCafe4NbLV7mbxrz/9ntsX79GmhWYjoKxUuGLTw4puzVSWWU2GFIIAlmW4/kRuSjQbJepVeqMxiPCOOL8xQs8e/QAw1Toj0e8/+47vPzqTcqlEmfObrH3/Dn1eh3XtgkWAZtnNrhy9RyOKSKJBbqhIgB5FhEFEbZj0qhViJOEKE7I85wkTqhWyqT5mEq1vPRHTUM22y2eP9ul1+1w6fwFLpSrdBKFybMDTsYdIn+BSMFgMGY686hUyphWjUzMUSwBWcxRM4HpUZfxNCBMM0rra5ioVGpl1tfafLp/QDHMyPOCarnG3V99xuXzZ6nXaySzCLtapmRXmTzdo+k4RGFI5nmE4y7GLKRpmlxxJab9BUYwwlJT0smQYUemWnLZWGlRCY4R+w9ZEYdccjZYu3WR49OnWJKKWdapuTrytVXe/fAzToZjFHU5Vtvb3WW94XL3wUNWWw02NtZZV12COGU8HoBQ0G6vc/vmVVbaq/z0Z2+x1q5TqdU5PjmmXnU5e2aVsFXjuDPi+PAYt2SxvtokLSR0XcUyDORIwgtikgJEWca0dAoRhv3hMny70qJdq3D7yhkcV2NtpUUapjx8uNR7dHpjfD8kSvqMR1MEEdbX15FlhdlsiiDBfDah2WiQpSmqKpCToaoS3/7WVwnjnN3dfao1l35/jBd4DCYjLMvkwvlV1ldbGIpEUeRsn9+iWa3heXOqFYdgMWM8GWOYBpKkYNsOarbAH3k45TppLqIby/EaooCkK4hVl0USII5njGZdDNMmnHgc7h4STSc0qxWUOGExm+NYDmvrTbr9HkKeIwsCWZqTRBGCIFAqlQCRkmuQrdTY86dEgY/VrpJmMWKhQJ5Q5AUgoRs6aZpjGBqSIlIqu8wNHTEQ2NvdQ9N0ZE0BCq5fu8jxcZeT4y4FAocHx1AUNNqNpclYN/CDmE7ngKyQ2L5wjoP9farrLienJ0wWC0RNJIpjBCROjk7QdJP5dI6iKeTk1OplojDAT+fEfkwmZfTnfXRDR8zBtHXy3GOl7qKQIJJgqCLb59bpTzzC+ZRyrYapyKxUKiwWHkEQsNJuUcQhs+mMsmPTOe1Qcm1KlQqPHz4kDEJmkwFJyUG3THRRomQoCLUSDx/cZzTocO7CCqIqIsoGVy5uEQHdwYAomJHFAVlQsBhPUEQBscjYWF/HXyyolSwQCtIoQikkFv4CTVU5ODzmm197hW9//TUeff4FXhpTcUsIioSIiOs4KJKCZTrIQoZjGuimxdPnzzg57RAWEe1GnadPn1KEMdVy9beq87/TTWqlVSLqB7zz63dx0wV/9Z//GddeuMlnn35G2S6TpjGd0wNOjnYpyVCp2EgCnJ506B4JnN5/xM1XXmF1Y50P9/aYDya41SqCqvHiG7c4Penyy5/8jM2t81y9dYntG2dI1JQjMWF40KVIVbxogiwUiKpFSQJdlpnFM7zQ5+7n97l9/Qq9k2cItrIEVuYxi7mHY+rcvnWdzz/5dEnLVmTqjTqyJBJ5M1zTRgK82RRF0TAsk0rFxbJ0gsCjYJmVMe0ScRzTbDVQdZW9/S5ZlpBTkCQhrXaN0+Mud7/4FE8yeKqfoZU8RshSGvUWiiwxzyNqKzVcxySMAnRZRkhzCjElSnNkXcXMwBQk1s9v8OjuDmroc+7mFTTHIfY90rxArzpERc6kP2L73DpZtGB9vc1BanE8GrC38ylpmmCYFpKsMlMdnvV9nv8Pf88kiUgVE7tZJfFKhHEMls3G2jbCeoN704DEKOF1J5zbvsjzww6mINISqoSpDpbDC9//Acc/fZ9FCmQJsSKjKDVmqcgi0BgMUnYFUIMZmzLLsVEec+vGVRZeSLtdp3s6ouxscOa1F4mTBeQRzZUKj5/vUhBjmhb1aplFnAFLyLHJAsUwyQWJTm9AmoikUYJtOty6fZtaxWY8HZFlPitUcSwT2zS4fPUiqmrw5PETzGqdOAoJAp8iT1BkEVWRmC8WyJJITo7ne0tCCAVJEiMqEk+fPce0y5y7uAWCQJiKXLCrGLZNmoTUKw6tRhUhz5hPZ1RKJaIwYNwfoK40WVtfYzqbkgOSqiAmEpqiU223SdKY/cMTdE1BlEVUXcetlEjzlJvGBY5Ou6ReTH8wI/ETnu48Y1otEa2tsNKqYzsOJae0pLIrGlAsMUTEFGlGlqfIikYYLuMbuq7TajeoV8sUaYaIyHw2Z7VdQ5YFhoMhlmUTRQmiqCDLKqWSw2GakwOlSpk8BcuxMDSVvMiptyrUmi12dp4jFCaWXVpSKhQV3TTIC5FBb8jW1nmiKMQLPBaLgIXnEYUxO892efpkB8cuk6YZ48GILMtorTZQDJW5vyAIQ9I8I8mXxzSapiHJCnmYLoPPQoGYJWxsNNhcWyHLMsLQZzYZ41gma7Uq5XKJOAwJfIfjox5uySEKJLIgRFUUJtMJ5VqNLE3pdXqIgki1UkNTZERE0jQly2M8b8Lzxw8pCrDKNmEWoesWEiGJHzAddbh+9TxxltJuNMjiEEs3MXSFldUWnu/hBQvG0zlRBJKqc/HyJebjKZ1uh+HUw6hW+P0/+D4/+9VbbDomYRoyHPVRheVesmLpKKpEEkX4QYCp6wjlKi3X5eVrVxl0Tni+8wxJyH6rOv873aQQMh7ee8Jidx91MeDZ0wO++7036XR6DAdz4iBE0wvELEO3DJIoRjZ0TMvitHPKcDDjITI3XnqZJMuZjqbonS71Vo1M1HjjW2/wbPeIBztf0D1+yp2fK0j1Cn/2Jz8gL7nsPxrCfIEtFsR+xMKfkmkp4WTGQbpLliVYjka5apOnCXERUarW8KYTPtrb59r1y6ysrjCdTlks5sznPmE4o93UcJ06sihx3JkjyjKLmU8oS6iKgKHLpFnG/sERzUYLyzZJ0xhNV9EtHSEXaDXqNOoWWZpiWyqKrGAZLgeZTjlbZqlyMSbIUgxZQpUEwnj5aa/qEoapYZglZvOAOBXJC4imCwxZIcpTDrt9qpurhElO5AfEUUQqCRj1KklaoOkKs1mGqugUQKFIzMIQRZSR8hxN1elc/h5ib5fD6RTRECkQeF6I6G4JiYLc0HmUKAxmBbVaE8syGSwC9p73ad3+NntPnjCJVbSZhCAVFK0L1K5n7O2dsr19geFgQF8QybOUUWZQp8YXC43rio5pLXXlqqYhCuB5EZWygzebc3z0HFlZp1y2URWT2cInTTOq1TrVsksYRYBMmmZMRjOUNEGWZaZ+gCBL+ElKvz+gWk3ZWFkhYamojxIdLw7p9np85ZUX0S2dk+MOn332OdvnzqEbKkEYcPPaFcoViyKHOIoRFIVyuYzv+WRSju2WiYOQk9MOfpjSH3eptpp0+wN+9JNfoqoaFy6exbEM4ihgOOxTMk1C3+Pw8JBq2UU3dTzPQxIkwiggFcC0lvGCrMgxDJ1xp0+RJ9SqJTIKRuMRtq1QqZbYWK9Sr5YY9xccH/eRZY2V5irXblwkiwIUTWOlVUcQRJI0p16vY2JSZAWz+YxAkXDdEpqmosoyhqGQZxmqLKCrCqahI4gCRRZzcnKK6zqsrq4QxyF5ljIejXCcMqZuEnZ9dp49ptpo0Gq30HUNVVfJihgKgafPnjMcj1htt5ktIo5PTlFVkdV2C8tyaDSXoNODw30qlQbeYoFrOTQbLYbTMQd7h0wnU9bW1xFFiTgMkBGpumUsR2fv6Ig0zCiEAllZ/t7yJKHIcyQKyrXSMhCcBIxGEyRRIQwi2q0W587ZzGczNtdbRFHMyUmfPD8BMgxVBUlEFEVKjsPaxjqPHj1m1O/hOCa6ZrGYz5EARQKK5bjZ9wJGkzFe6LK+tU4cx8wXc05Pu6iygm2ZjEcTijhhtd5kMpwwmIyIQ59K3UVVRBS54PDolDSDKAkIghCinPFwRv90SqO1yh//6T/l5+/8Et1SWA3qiEXBqNdj4S1QIglZUxFkiXq5jCTA5fMbVBwDU1qjUa6SxvFvVeZ/p5vUZBIQhhGqprFqt4iCGNvS+c53v8EvfvQr5tMJ06FPybIoOw6HR8dIkkiew6Dfg0LGm46IA49LV67S6/VBFUmjmLWzG6iOzu/90Xf48Q//kU7nmKfzGeG9Rzx7dMCtN7+KpjsU8yk/fuddUiHDrti0Wqtcv3KF1164xXG/Sxx76LpMkiTYjsrF7TP48wlv//pXrK21lwZZWaJareA4Ns16GcdUcWybKAzI0wwxh5Ll4Fg2iigjIjDoHaNrOkkck+dgWib7BycIZCiKhKka5HmKqsDqSh1VV5kKJrZnUlMcFFEmiTKCwCd1TVTTwNIVqlUHp7TUb4xnHouFT5oWyBQk5MSeh1NymI9neHmGl+YUcUaR5ERhjNWuEAsZmmOiejYIOVGQIqYi9VoDP4gouWUUy0XLfdzD9ynFCaIsM5mOyUURXZGxJXj55jZnnBpq1uWssYqh6ciGQppLNMoloqsOu88eImUJlaZLJkrY6hEr6XNethxCOeHB46eIgoSZabSMGrOkhWi6nDt3DulAII5D0ixh4fmEgUet6gACjqmyutpmMVuws3OELCrYpkwUJYRexNifE5kRQRSTFgmqafJkZ4dEkIjyHFHTmHkLDk4OqZdLxEmKLevcfbCD6xiUqnXyPOP0pMt8sXQLFRTM5wuG4xErazU6vT6H+0dcvnKJSrXCyel9gkWIXSpTKlUIwz12do84PBrw9KCDbuokLB1Hh8ennNtsYqjq0jhcwMbGBlmSLI8NJAlNtZa7zjglyhNUw6Y7GHDWDvGLHNsx0XSN8WRKq1HHtFRm8wmSYDHsdTg5HTIeTxGRISuwdAtFUkhzHwqB+dxjsZgvr8rSjFmpyYqsoOkGpqljmTZREGLpKpau4rolXMfE8xYURYpQCCRxAgU0Gg0qlSqh75HqCUmSQp5j6BqSnNNutai06jTbTeIoJohD0nR53h1GEbKmoxgmk/EERdJYW1+lZOvous7+3j6ttsZ8MefC1WvsPj9g1B+SazMUS+f8xUvkaUGlVsGbjVEUAVWWURWZAhXLNsmKnCiKSOMYQzUQspwsjrEMnVq1xPaFLSJviiCqzLyA004f0wrJul1ajTqLxRRFUhkPe4TBnKLkILA0PXROu8taYRm89+GHCEisNlYYDUeEaCRRQuZ7RHFMkElEacHheM44yVEqDQ4Oj4mQEcwSsqIyD1MKRWX/pIMkK/h+wGI0omQbFGmK6Rj4gUkYBOimzfbFC4iSzGK4YDKZkmcpP/nFb/jG73+Vi1cucf/hHTY2WhRpxmwyRNFUhAx008Qqlxj0+/jTGa4uotLANlQq7SaT0eS3qvO/003q5KhLf9inSc6NGzfI4oi3fvZrvv+D73BycJ7jw6esVDRcy8ayLU6O9hGlJaWiQCAIfaI8587HH/HyV95kvAhYLDzSJAFRwm41OHNxg3/2X/0L/vZ/+TFHz54ghjNO52NGv/wFpuNydm2Fr/7g24zHI3bvPeKLTz7hyf1P2TyzwXd/8E0UUSKtNxhOuoSxz3jUZX/3Of1Oh+fPd2nUapyenCBLEjduXmW1VScIhpBDkiyR/FbToSgyjo9OaDfq2O0aeSFRLVexbZssL9BNC9cqMZv2yM2cLEsIghC3WaXdrDOajkkiD0Wp0qyXCbyIyXBCkWW0Gi6qYqDKIrr2JQVbkJeoDkmjVrE5frYPhYg/meG6JXrxPtO5z2w8wTvpkKUpQp5QrVcZDYZcObtO/6SLpWpkFOw+P6ASz+l1ekRRzOZ2BUEUSMkRFIEClufoWcTcD5B1GbFIURUBVSrw/RmmqaBrBgIKOw/ucf3GLXIkdp8+4Vb5JhmQpimaAq2yg2rpCGLBeDxnOp3geR56SUMURBRVw7It0iyl2lil3+1hmeZyyS+IIBTYus5kOAIKnJJN4EWUbAun7DAPhxRFAXlBmqUISUxWZGiGTZ6mFCx9VQUScVKQo3J4OiBIoGXX6U8jnjx+hJDD5XPbrGxtoisFvj9nsfA4Pu7ydGefyWTCxuYWtpMBEhkCve6Yg4NTGisbDN6/T38ScNLfR9EldF2m1W4xmEyZLUZcOrPJha11ZrMFqrrkUlqmQZImpFmOIEgYuoW/mBInGXkO9x885iAcsHVmnc2NLWqNM8y9BUkW0WjWGE4GjEZDPr+3y3AaLH8mioQkCjx7+hxJyBHFgigKiMIQy9TRdYM8LxBFiSDwiZNoaVCWoGRqZGlMHC6wdAVZNCk5FuSQuxmFY6LrGru7zylZFq7rIgoJoghJkiAgUa5WkRSN+4+fMBj00VWdM+fOIykm7fYGw8mM8cJnPJlTcZeeJtO0SZMEyzLJ85RCyHFKNv3hCM0w+PDRfbqDAaZpoAgiWRGhKjKSohBG4fKSMPUosgJV1ijyAk3WsDQTtZBQdRNbV6mWq+Rpjluq0OmNiIIEUZSZTubLcHYQkiYhZ85u0mpX8P05JUfH0nRcp8qTx885e/kSQZzyfrFK7LT4ZCIyWSwPP8pll5wCqSTheT7jyQTz5gt4hk6Pgq5VQa0YBJUIzbDwg4BqtUylZHGUJIy8iFLthJXKnKk3J88KTo/6mJrD+sZZ6rU64/mE4WjCf/zxz/nX/8Vf8dOfvcPf//CHXLl1bnmpp6lYro7juoRBjCIoSxh3miMWEpZqMhlNsVUBqV7F1AwEQfit6vzvdJM6PjgGQaXVbmPbNvc+v0Max0xefpnXv/oC778T0lALclLiOKTdbFNyXXYPD4m/fFEuBkPCIMGpl7l9+zUOnu2w8/ghcRTQFlI2zp5jPhnxrd97g19mGaeHO2hkdPsDOien7D54wvr6Dt/4xtf5l//1v+bJ4TPe/vnPCLwFn3z8Ni+98BrbF7YR91PCaI63mKBrJrVahU8/+pjV9soy/2E56Opy3ENe0OsNEAQR2yoz6A9xLBMJBQqJMMxZzCPOn2kQRxFB6DOenHBwcMzcTzCqBnXXRRcNdFUiy2IC32O2yEiMNpPpnCLOyJMEz/NwywaiKJMXEtPpDMd2kCSZ3njOcDDjxRebSJqGjEzoBZy5scXxw+fEswXtRpXTyZAgjSi7Lrptc78zwDQ0ajUbRcxpNsukgoioaqRpRpqmTMZTIjOh8APSJEYzTJrNGjXbxEBFZIFUpNQqZWxLQJEl8rwgikIEMUWRIqI44PqtWwTBDFFWyLKU6WRKu91iPB5RFlxcW0OVRcqOxXA8xjQNFvM5+/tDEBIa7QZ5USyzaeUSeZYSeMt8U56lZGnM6mqLJBO489l98lymXGkvx8aygVsuoS8WCJKE/qWaRBAFikJkPp0RSiG97pAizxBEsByH4WzB0cd3WFtpY5smh70++4f7vP7yTa5eu8bJ0QFPHu8SRQm3br5AySmDIIEoo6omM89jPJmjOw3KtTaH/ZCiSP5/5P1ZrG15ftcJftY877Xnvc98zh3ixr0xZETkFJEJBqdNGrdVqmpcVVQ9gGkhVbeVtgTmAYF4YBBY8MKTQWoJGalULigoBmGMy9g4nU7nFBlz3Bt3PvM5ex7WPK9+2IHVbugmTQuprf6/7b2W9l7SPuf/W+v3+34/X5aLNcNhnygtCNKC9WjEdq+LbTuIZU1ZVkznc67HOWmScLB3QFGBaTUYzZd85zvvMHNfR4kLhpbNcLDFyl9SUBDGIYK0oZBs7e5RizJh+YzmoIeshwhVSZLFdPvtjTJVUTYq0zRnb2cXVdNoWm20+oqkKMiLHKfRIAxDbENFVXVkxUCRBBRFQxRqZFVhf393Y2SWBYoipchykjTDbTiEYYQsKSRZwiRYorkFo+WSy6sxO1t7FJXC9fWUs5Nzmp0us+WCXrtFhUiYJHSEFhUZuqFzcnLMxcWMIEyYLxdczq4ZLyckeY5eKrjNBkKVEYcRzWaTosyZTqfUskhR18iiTFFL2IaNLCjIkkqdFwR+wPnlFUXWRdNUHj58giZr2LbJeh2gKAqKohHFMZJYsbvTRZZqeq0BhmySZiV2u8mtl+5xdn6NXyj81+aCfUvg8eQRjx4/Ymd3B8e2MEyLyWLCbD7HjAy+/IffJMkSLqprJEUjTQoQZII6xVXm3NnZJ4kC7o9DnjQO6CiXPH32nAKJ2WSBajW4vJ6QVe9huBbX4xHxIqaqSsyGzNXpBZ88zkAsKOsKPwwJkwx/taZhOsTXY+Ikocpzjvb2EUQRw7BRFZXVas14NP6B9vnfV5H6+Z//ef7ZP/tnPHz4EMMw+NKXvsTf/tt/mzt37vzuOUmS8Bf+wl/gH/2jf0SapvzYj/0Yf+/v/T0Gg8HvnnN2dsZP//RP85u/+ZvYts1P/dRP8fM///PI8u+vZkZhgGXu8cZLhzx899tcXl3y6ssvcXpyRqfT5Mf/+A8zuzjn4w8/oK4y4jBgvl4zGo/J8oJmywVRRjc1Hj18zO3bL9No2tRlzmI2QbVtDm/dxNYNzs4v+G/+hz/O80e3efbxfURB5Dy/xrIc4jTg29/4d5RxyB/6yh9GyEQ++fA76JrAePQIVdjn5s19dEPj+nqMLGt02g4nJxeMJtcomkZVlVxdX2NoMns7PapKoK5qZEUjC2PirMJqdJmtQry05PT0mls3XkDXdfI8Zr7wcJwmUbJEFECgotdrowgVCBWmqSGnCVmW8fz6GEvTsXQHURAYDgZ4QYC3CFFVjUyrWc3n6K02/ukEWZQxTAeknDCJ0GUZ1zZZjSZYrSaD7S2KumZyPebo8JAbBwdEQYJp6QAoisL29oDZo+fIisL4eoyomrBd03QcsjQFBAxZpIoinJZKw25g6yoCJbKso6saWZJTqgKGpdMfdFn7KzTN4o3PfZHpaoQqSbRbTSZXM/a3hjSbDnGWkNQlR4cHhFFCEMSsVx5n5ZjDo51NIUkTZFkiz0ugpihzygImkym2baHoAn6Y4jZ0dnd62LaJalQ4go24KhHEjfF4vVyQChJZCQgykiQhygqarBBHEYK44SsiCtiOTafXYzQaMxtPUIWKs9Mrsijg7OSEXm+A4zSwLWdzZ3s1QpZU3H6HMIzZ2mrw+PlzvvX97+M0utgNgyQIUTQdZBkkBc1wMG2HOM8RJJX5KmC5mNLttsnSnChOuLy8QpIlRtMleVZg2w5tsY2txJiWQSXmIFZ4gc9yvSLOUwpqnFYXu9nCCytqEUzLwFENZFlkNpsifariW8wXxIHP9u422eELWI6NtbfH2lshCALNZpOGa9Nq2Rwd7UIN89mMIis5Pn6GrCi8+uorVHVOo+EQBBFRGqNlOrUgoOo6olwxXSzpmDp5CbKu8/jpGWdncwxV55P7n6CYGu1+l2azgWObFFXNyvdJA4/QX4MgAiJ5XuAFHpW0ae9NRzPKJKXrmPRaLuswpOE2WPsB8/kUzTCpBRFFVdAlHUkVKfMKb7WJFGk2GowXPn6UbYIRS4GmayOKEpZlY1obP9r+/oBWx6HpWtiOxmoesPJjkqRkb38Ptdng2//7r5DYL3D/4XPWBgz7XW7fvMF0NmY1n9DrD4iDNZYmQ53hr2bIusyg38C0G4R+wOX5FDHPiVcJ12clnU5rM/8tc+brCa12l/kyII5zpt4YSVOYzKbcfvkWiCJ+EHF1PcZt2czem+Fna0xbw7ANirRgPFuQBjFCKbLdH1AUBbppEYQRs5mPUEcIh7uYhk5W/Bcw8/7Wb/0WX/va1/j85z9PURT85b/8l/nqV7/KgwcPsKwNdv3P//k/z7/+1/+af/JP/gmu6/IzP/Mz/Ik/8Sf4nd/5HQDKsuQnfuInGA6HfOtb3+L6+po//af/NIqi8Lf+1t/6/VwOpqpz1Ovx3XrAI2GP6mgbT+/wvZFMdelxp9pGk2+w2Gqwms9JhAihhrXoURQZum5QNsEwTMIkxZtouHaLs0FFXVW4RZcPntVI8i7HRQmPEwbDN3g4N7lmn3ljRVVXuJbDXJZY121++3eu2Tu4x+RFl+NqgVxUGFMTw9cxjJcZawOKssJ3tgmOXiArSuQjmTDwqasKyzTxt4fomkKSpARhhNLSSYqcPN4MjDVdI229yWjeRdM0wsgkKlu03Ca+GJGgIpYlZ8cnmLqCLAs02y1alYoabgx4mqiiKQaXFysEZKhl0qymLuH07DHbO9v0+n1OPzknCROyvGQ5HRNHEXeygu1Bj8Vsjq3pONvbJGnB0yfPGLa69Ht9aq2mqlpIqo4qiLz0wk2+8fE3cZoutZEjizKiKKDJMjIliihjyptcqOGgiWMq9FomnZYDYsX11RWhH7Ozu4skSvhxSpwsWa5CXv/8WyzWEVnqkQYBgechiBW6JpMmIaoic3Z2ymKxoOwdoKo6uqxhGw0EscRP1vhJgmbItNtNTN0g9FKqWkDVdASpoqrh1tE+2zs7yKLEwg8o0gzDVDFEk0yUGAwHVKrB9Wy+aWWUIInSpzMRGVVV0FUFRd4wzJIoQhBr3G6HYOFxej4jDkKGw21ee+0VqrIgiCJKP0cUJXR184Sy9EdUokylKnQHQ9arGD/2KClZBR61IdCwbExV4ZPjc5xui2Qd8fCjxyhVxhff0Dk6OkKzTDqD/kayb9gcn5zhuA1cyaZjKhimytKLmK8i4ixD0TXWQUCQplycTXj6+Bjd6VBVJWGcIVFTVIBQkxYldQ1xnnF2OcFpd0nSlLE3wSpDFFXHati0Wg6uodB0LfIsQ5JAVzVUSyHLMqpaYjqbESUBO3t7NDo6i/matKooinIDr9Va7O7v0tvZ5Xqx6UCs5muuLp4x3N5hsL1LLcFkPEICZpZJFPVYOTaL6Zi93T2eHD9j5SX4QcgyyZn4IY5tofZhp9nihZ0+Nw+2OL64QLEan9JgGgRhiiCJlHlOlmS4jQaiLKFrBrIuIEkSmm4QBAGiKLLTG1AUJaqibGY3Qk2SJqiajEBJFPtUdYEoga5rzBZTBlt9ZpMlo6sp0d4Bzy8vwJVQJInhYEjTdfjgow+IYx8oURSF/qBNWWaIVUVZpXjrnDwpkISS8fUFw+EWiqxSlzWWaZGuYqqq3vimmk10e0aZ5YRJgozC86fHVGlNnpf4QcpgewvNVMnzjLrWWM48Aj8kjjKqqsbzfBqWTVXWZGWF56+oyxwvUJjO5jTdxmac8AOs31eR+tVf/dXf8/of/sN/SL/f55133uGHfuiHWK/X/IN/8A/4pV/6Jb7yla8A8Iu/+IvcvXuX73znO7z55pv82q/9Gg8ePODXf/3XGQwGvPbaa/yNv/E3+It/8S/yV//qX0VV1R/4epaLOf/jmwbf+uC3EdcnmKaBmyzpOA7z8TU7p0tu3XkFsS9Cr8Unn5yj6QqJGlAVOXG2oBYkFvM1tSDzhtFhuyvy8dkVfuSxJaYMJHDbba6SkqePHnO7X/DWq23+2ZNv8ezylAKwNB2xqui2u8znC6rRTf7Uf/WjPH32hCRZ0Tdc1iuPZFxytzskySvOJmcUVGQ1pH5GFEZoqoawKOhJFwx6HeIoxgtCVuuASlKYzRfIaUrDccjzjHL8AWFRQF2x5docibvomk6dPMdPM5brOUcHO+xubyPKElpR0TW6qAudhx89RFMsPrn/gCzLKCuR5cJHN0wEKl77zBBdUamoWK09JEHAtm3mowlVmpHkOYIgcnV9wWK9wnG7WIZJnqU8Pz7mc2++htawuDw+Qxj26bda7HW6+GmCoKjMVksC36cqq82mJMkM+x3ato6hS2hSRRoFVEVGu9tgPhFx3AaGbpBlJWmc4jb7zKYR3/3W9xnudhBq2NvfosxzbNtAFGvabZeqFnj8+H3ybEP0KIuSNK9YLX0c16JhtwiCC1zNpdvpsl6vUVWFNEmJwgpF01ku52i6ThBuQiDTHGRZ5qr3GZ4tLhmFU+YtB820ydolURRRlzWGoVOVNeu1h67pRLrGUhZwHIeZIFA4FXlW4KtLEtcm77r4DZt51kQQIStTiqLaBO6JIv4sIEq3kA2DcbhE+cJ/jXd2Teh5GIbBQpJIbYPIMMmKnIW34sHDiiqWWCcDjvZ62P2XOZddqqQml9tIgoLS13kwd1j5NTekEkFT+P6HH+I2TD559gxUnbysqWqBqhS5Gi1otPsUlYTnLei4DoauYhgKVDWrdUCNRKc3YD6d8/GDh1Sd11kHIZJcIMsiiq6TxCl5EtBoOiRxQpYlmznrp23T5WyJXWyM+VfXYwyrwdnlNbZpkSUpntZFsQc0lQZ1kfHaq6+SRAli+g4XJ2PGkxFF6dLqNDk8uknoBZyfjUjimMODA67nPovonKJSKeUSVVeYLj1G4wUv3txDVnI6psbd2/s4usxEqbj5wgFpljCaLiiziiBJqEqRqiiJohhNVqiLnFqUMHUdw7YRGy7L5QpDU7k8P0XsdnEbFrZt0mzaFEVOnuXomoO/DigyAU3TyLKK4XDA6GJMEKzJioJKkKgQCcKIszTCNGRu3Nin1WqymM9IkwRdV1GkagN3ljbessvJFYaqMui1UWUBy9BZez5pbSFKFrUgMl/PSSuRvKpY+wGSquA2XWRRoJIFMm/BMlzT77foD7oggiiJLKcrrs+uaDRddE2haVpUYoXbaVKWJbZjUsYxu/0BW1sdiiKhsrQfaJ///2omtf4Ultlub0xZ77zzDnme86M/+qO/e86LL77I/v4+3/72t3nzzTf59re/zSuvvPJ72n8/9mM/xk//9E9z//59Xn/99f/ge9I0JU3T333teR4Ad++9iDe7Ih09p0VCHUWYZk1LEFGUnGJ8gr67jWpoFGXOF+7e4OGDj7ClGtNSKWuFyWzJZH6J5TTRkiV9Y4hNiiwXDIySejVi5c+4e3SDxZOc0Sfv8dkvfYmhpfB0PSOMI5RWE12QSSgQI5/LhysmLw946+W7XF0/p8oCFLXicjzmanZNs9WhJSUohoa3zrlYjGkYOraqsljNSeuQVTjHcRy2TINqGROlAaxHHA63kOWaoCzx44jI89jf3mG310RO1jhqhWJIhGGFqZuoioKqqdSAJNb4gU8YRnR6Pd793odoWgNRMCiKlOVyRYOal168+2lUukwqVIyvx7RaDs2Wy8x28FdrOsM+s8mCqi4QZInxaIa1tY1QVWRJymqyQh44TK/H1J0CR1N587XXOJtNePrkGWW5iQ3P0pTQT1AUBVkSESsbTW1wfHLK1rC5KWZphBfF9DtdwniTYtpwGoSRhyRlhOGSKAJFFrBMhdu39zAtFSgo8phWp8NbX/o8z55dcZ7EzBYrHi6fEScZhi5xcLiHaTpcXl1vhueWiaJIWFaTNEuQFJm97W3Or0csZh7bw+3NsPvyAevLt7lczNg7OMRScpbTCwxVoSMpLLwlem6Qdm4RWy+R1xWFqm3unlUZx7GBTcxDe+9F8izlJE9xsJnmNqIkUYs1mVAgyTJJFHFz9A4dx6JMJJbXJ0wma456W4gOhMGS9dpne2eHhmgyX8zRc5H7795HznM+98Y9vvr6Dp2tAkWPkFBYrje0inCVsB1dcCs/4+D2FkWZcnp+ze0Xb3Gx8Bne6DG+mjAZLdjfOqQUDOLEx/OXSABVQafVwNBUyqqiqkVOL65ZrQMkUaRGJElz4iRjFM9xbYcHD5aIIpsAyKrGkjeqSqiQRAkvCBCEmqoucVsutuNycTXj5OSc7eFgw3hUe1DV1GXJbD5DcSzarRbbOwN+/P/0I4RJRJqnTKZzPM9jPp4jVDWWvcfaC5mvA7K5TylImJpKVRUMWy6hP2d6OcMUC7odh1qERSmSqC7LXKR/cItUGRMJc0I80jxDVARQTDIE7F6X0PfxcjBbTSRBpIwrCtXh8KU3KKscydSJ6xqp1plfLAn8gGGvYrWMURSTk5PnROGmzfm9d+6jaxKKKmAZJuv1FJkSt6GTZCWffeNVLMtkuZji+Sv2D3dQFQ1B2KSiNBsuS3PJerHi9q2b1NVGOVjXFbpuEC5i1kFAicT9h09YLn2shkOv02d3Z4vpdML1ZEwcJizmK1773D2chouz0yFLUt57/2MMWWNndwfTVBGKEqqcIk8xLYu6rLmeTFHzBMNUKcoI49NxwH9q/WcXqaqq+HN/7s/x5S9/mZdffhmA0WiEqqo0m83fc+5gMGA0Gv3uOf/PBerfH//3x/5j6+d//uf5a3/tr/0H72umyujqFMfUUEWRq9EYSajQ6pyWYxGHKcfPH3L3lZeZj6c4rkOv2yNPfMo8QZYVdFVl0OvhxynTyZhXXnqFvf0jLq9OQBAQRAj8EFWRuHH7Ju++/Q6TyxFf/PKbXF1NOD45IQ5DVKtBs9ul23OJk4BP7n9Eu2mwt7vHB+9+lyxJaDTbBH6AY2rs9ntMFks++fiU9Tpi22kiSRu6hKooWLaFqmsosoJhmrimzt7eNnVd4/khYZwgSiKW7aBqGrZhcHg4QFFlVusVVVESrtdEQUwQpNi2iiSLAOzt7bBeBritS9pOhyhMEWVwmjbDrSHtbpeSiqgqKKoaVTdYLJZ4skgtS5yenPHmH/4hvr34DpZt0Otvs1r4FFmOrOl4vg9VQRbHyNQoksRsvSILI86ePCOJIna3tzi1bMIopq5yJFFktV4xujxlf7tPQ5M4vP0CqiESJyGqptFwHa7OxsiKges2yNIYVYejwTZFWRAFHrom0eu6yFK9abkJNW7DRpFLdrcHHJb7VKKMnjUZz9ZYpkx/JyNMEpKsZDZfURUFDdvEMBsYpkZRiXhFitNoEhYLHj95zsJLWeaQPngbd9Bl9vQDTMuhmE9pbw1RRJUwGKGWFnnvNv3nv8X0/W8hGyb9rsuNwy26vSadhk3L1dnf3eE73/wWT5884+joiM+8+iqSJCPJCo+ePmO2WHN866u8stNBJuX5xSm7QoIhp9x2ZZI4wJdjPC1HWpzRkrvsbTs8OL5kqyUhpCnbRsYtK2d98RFau43tdJHLFKfRZlmUhGLMzcMdOp0G8+WSsoZS1IlrlfPxmk5ni8ko5P7Hz8jSfNMyVxWajoWpKUiigKJIOIbN6cUVVV1vZmJpTF5tWkVrP0aNI3RNR1Zk8qrkeuEjygoH2wN2Wj1arkVZlSxWx/R7fVzXwWk2kFWd9fqYsqyxTIe6THFaLlNBQ690SlFk5QecLVY0LI1Ww+bR08fESYYiQZ4kqIrE1tYWCAKKoaKbNovRnKQowTDQBBlbk7mx02O+9GnZCnvbA84yhe/Id3D7u9xfbMQbZm+HyE4pggjfC5CAXDNYrz1UTUVpq9RFjqdrVHVFKAwZaxq729uMxmM0RUeSBEREEkPjS22ZrXrC1cUxptVgMd/cQIiCzGQ0wnUsZoqGqqo4UhNZg63dLfrdJkWVg1DQ6bVI0xhBqGm3W9iuTRCGlEWJbVns7ezQsJtcXY+4Ho9ptppkWQyCzsnpKXKjx2IdgaQhCgpxlDCfL1Fkla2tbQLW7AwHbA279Hs93vvwI2RZ2XhQBYHlckVvcIPVYkGeZggZpEWFUNf4QUhoGByfXiJIOQf7Wz9QrfnPLlJf+9rX+Pjjj/nmN7/5n/sRP/D6S3/pL/FzP/dzv/va8zz29vZ4+OQhq8kpeRiyt3vI0cE+qiIxvjhHkwbYDQfDlMiziNt3XuDjD+5zdGOP+eSMIAkIo5wojJEkkSJP0RSFZ7nBN4VDfLtBuopRNYOqEvj4RKRknw/FJR9eqQwO9vnIvcd8Z4CiKszqirK/j6aK5EXMSJd49DjnntJgqb2Gl3oYmsk689AzBSM0WOVNPlZqqo7E89pATGrEdpe267IlRryUTZBklTiJaLRs+v0eT548RddM2q02eT1D02VEQSRNUuS6ZtBrYZkCa9PAW3k8enhCjcQLd/cwHYd6VaIq4DR0yrqkoubk5Jg0y7l955DtrQHL2ZzD2wdkZU2wjjlPrmk5Ok+PTzENi0qAvCyoNItVmCKYKappkgHPJzNGyzmiJEKa0+938aqaWzcOefD4I0iyjSemYWHbBkKVIwslilhh6wo9d0gceHSdPoqsoSkyRb7xQQVxiNvtMBktaLhNiqIijnM0PWc8uSaNfPb2t5EVCVHYiHiKImc+n1PXCkWZbTw4oogXpWxvbeNYEmESYzccSkEgL3MKoEYgimKyskIUFWpEikokCnLCpMTt9Ljtvkhf+iKj+Zj5xSVVVaNqGquVhyxuvHH+ekTiTNlrWdA2sRD4yluvsr/d4eOPPqDTV+laCj275guvvUhTU3AcB1MWyJIYxJy9XgtTUZhoKmVWINYld45ucnk1xZuucU0NVxcxFIFup4nbbNJ0HSRN5tH1JVsv7hF7S959+BFCNuLLn7u7QWclCdPZkjQTmEyXrPwAp9kkymLcdpv+1jZhVqPpLotVgJDLqKLOanZNr9/Fstu0bJvAX3Cwv41rm58ivCoERHRNpwRkWSTLMkJq8rJGEWRqUUTWNNIsochFZuuA1XLNarXmlbu3UGWF5SJA0xxqUaLR7TKdztE0DcsyMU2NrcE215VCEeb4UYAgiwhVxenJMQfbu9Rlwv5uj053yPfefp/5Ys3u1gGqppKXJRUV09kCP4hRVQ1dklFFgTqP6Hddjnb7iHVOmaeczea0rce8Up6gKBpFXSPGKuu1j4RMq98kDEI0WWMszZlczxkM+oSez7DfoShynpw9oeHY3LRu8PD4EU7DwW00yYqUmd5jbN4lUNJPgdAGttkEBOoSAj/AX/v4rs9oPGZ7v0fD3WCzJDHHsnV0XaLZcmg37zGejAkCH1mV0TQDP/WRZAkEAUmRCUKfvChQFAVVVuj1OhRixdnpKZPpnFsvvIimyvh+iK4pVNSItYBm6Gxt9ZnPfX74D73FySePWc7WbLldkiQl+5QzOZ5OSJIUWVaQRJH1ekWv0WQVxaxPfXZ3O4zGkx9o///PKlI/8zM/wy//8i/zjW98g93d3d99fzgckmUZq9Xq9zxNjcdjhsPh757zve997/d83ng8/t1j/7GlaRqa9h/2Lz95+gknjx9hiTKSaBAnIWWVUxcZhgadXhNdF4nCFcOtHTrtFhenFzTbTX71V38Nw7KRJBXN0FA1lYZj854nMMgn/JEbLa4uV+RFQBDHZM9P+dJXvsz21OD89DmHNxpc6jG/9cm3UW2HNMtwpYB+1yXw5shiwq3buzSu13zp9m2uLhOW6xHTaMn8ZMXVeIpiOuxnFXGY0u92abkO3U4T1ax4R7rBtrkB6DpNG0kUCT2fIs0RhRxJgLqsqeuKLC8I/JCr0xHT63PuvHSbTtMlTjOW65xPPjmmrGMGL75Cu9lje6smDjIc1+Hh81PkvGKr26XtmEhVgViWOI6Dn9b4QUyyXqCrAwzNQpZlClHk6ekJ9mDAb/zKv8GxVUTg1u07XCzWPD494eMHHzLcGvDC7Rd4fxpw2GvQHw4wFB29ZSNpEpoIhwdDNFnCdmzOT4/5/Be+TJnFzCdjltMJpm2Q1yntjkOQp3Q7LaZzjzjNkGQFRREwdIVht4e3Fgh8n06rQ1UU5HWKqijkWU5ebAqyaZksT68YPTsmTkvuvLDLYLhNWWfcf/QUp+FwdLCLYSgsl2sEWaEsMqKo5OGjZzw/u6DTGaBYLbKioN/v4ccBiiQhAG6jSZJmZHlOnqR0TIPYNlHTkEHbwpEU9rfa3NwbEEy7SEXKoD1AFHIGvQ6qqHA9GjOfTtne2qauQRVEkqQkT3OSKEG3ZGRJwnUcNFkiTQNefukOo8kUTZWJs5yyzlhNl1xdnFEbDooooTotrlYpqBbdbofFIqIuQJYVgiTmg4/v47gGne0uutlgsgq5fHjG8/MRTsNlvByxmMxZe2v2j3bQTY2yLrAdE9cxqYoMzwtYeAGmZaKbFlUN0qeBkZ+YJrVQIwgSgiQRxjFJloIgoJkOq8WCr3/3fR6dXNCybXzf5/nllM985kUGW1ubDTAKaTUbqJqEJINYiUiSSLvtMpnPiQIfWRCQJUjiiP3dLfKiJA5XbPU7uK7LYr0GSWU0XpCkFZqho8kiZR7zyYNPCIIVjfYA15awdYMyyRAqlSzNURQRTVGpopj5YowkybRcC70qN22tuqawDKTSZW+rx4SSNFgxHA4YvvlZup0OiqpwfX6CIgv02y5Pnj3Fbh0yChNG6Qyn2SIrKqIwZWtrm+vxlDTb/C1rmopl6p8GREpIokhV1VRFQVFuik7DbOAFPiAiihJB4BOGMYqsECcpy5Pn5EVBr9tDEAVMxaDb6LD72c/w7F/8OmkS4ftrSl3D9z2S2KfRcmlYDoIi0HB0zp5f8MKtPe7deoHHz55TVgJxXmKYKqIo4LoNloszytJHQECSRBRNoenYKJKApm2ihH6Q9fsqUnVd87M/+7P883/+z/n617/O0dHR7zn+2c9+FkVR+I3f+A1+8id/EoBHjx5xdnbGW2+9BcBbb73F3/ybf5PJZEK/v8m4/7f/9t/SaDS4d+/e7+dymAYRy3BjonxyfM5oOuPo5hEty6CsSxSpoq5S5hMfoVZodYa8/+6H7JWHTL2SYjmm2WpxZzhkYBl0uh1URUEPZ5hRwas7bU5Pj3G1irm3YFdKMG5vMfvwXU7f/iZv3jvge/86QI1KSBKK0Rm2tcf18wcMuwZ3O4dIcoaTjTlqgrj2KCuPyfwKI02xTZ0tV0NuGxiygGuBKSQogoAmiRi2wWq5oNvp0G23+eC9D1lMZxv+mKKwiTMVKOqaLCupSpkP3/kQP4ix3A7PT8bkpUxdJ4wuluzcU3AbNklwzfGTMwzDZr56wl53C1vVaasaLUflYhUiaRqz6zWaLJNHMYos0+51Ny3LMOF7v/02X/7Kj/I/z5eEl2sGjQYvvfIZur1tZFlmvNg459MkZqnf5njm8dUf/2HysiSvExTTZFW7fOGNV6DIoC7Y7dj0WzaO3Weky9R1zXQ6xXJMNEUj1QrOzq748MMH2LbF/t4Wh0d7WIZKoAr0ekfM50vWyzWet2Zre0iz0aSoKmRZQtEtjFQDBK4nU56cnnF8sUtORZyGBGFCmkEYlxi6QZxWJOslt26/wNNnV8RJScNuISIShAHX0ZhvPvguURggSyqSpBKEIYoiY6oqztaQrmkwdV22JQHHfgF/OsVbjHiWLBj2m4hktBqNTUsxipmMRhRZiarqGKoOlKySBNMysXUbtdAQJYnzs3Om0wWarrBcLQmigN39HaaTK4oyo8hLlkHI0Yt3eHp2DZVIUopchxH/x2+/jZfGJHFNnIBsN1gGEXazxYOnJ6RPn5PVIIoqo+spy4VPtI5xWjb9QR/bsanEgqLOCNch/aZN6G/Si1VNRVVVbNthtfJQlQ3CK88LBBFsx8FMKvKioKxKygpkRSTJCzIEEklnkQlogozutplPF3z04BFN16bIMyaTEc2mSxh6RJaC0ewipgJpkfHee+8xGA45PDokWC6R5ZrVfMbNWzd464uvk6VwenrJyckFst7ASxJEVSFNY9qmjaYIfPf97zHotwkWC4yqwN3qMtwe4LUdPhz5SJJCw7JQRZk8zyjyAm86x08y9vYPaPe6LOYzZEpsXYVOi9V6QV1lDHvbG8GIInK4t81q5WEaGg3HYuyHBEXCdOUhKTKrlY+iKAx3tvjeO9+jYW/YnVG/xy37kG29IIo8RFGiLiu8tY8oVCiyimu5dDptmg2X2WLOeu3jNFqIgkSWF9TVRvSTpgmmpYEgACVf/MLrHF9MmC0jSAPGswnddgfDMsmKlLqykHUF3bJ49s3vUyYxd1+6w/HlJePJBD+MaLZ0kiigYejsdFskaUbDdVjM5yzG15jiEMN1aTZapMn6B9rnf19F6mtf+xq/9Eu/xL/8l/8Sx3F+d4bkui6GYeC6Ln/2z/5Zfu7nfo52u02j0eBnf/Zneeutt3jzzTcB+OpXv8q9e/f4U3/qT/F3/s7fYTQa8Vf+yl/ha1/72n/0aen/0wqSBNVqIFcCUQUYDRZBRsttsrW7h9NwECVIkpwPP/iAL/3hIWUh851vf8DRi6/w+MFHLFYe0+Wa8WTGrRfvIcsKpq4zHV3y8quvU1YVYeCRRhHHj044evE2sqzy5J2Puf3CSwyGW6R+xPZ+H0SJVm+AcvwcgCLLabZcQn+1UYUVFVcXM8KwIkgE/NmSQavDjYM+48tz5LrEUAWqakOsXswWrJY+pmlSu1BmBZIkMeh1qCSVi6sZaVHjtltkksJ44bHwSpbvP0dQrwiSAse1NhHyk4BklZF3BJ6cX/DBB48IMsiShMePn1H12ty6tcN8FVPmECPw/v3HdNsu27e30Q2N06sx4fWc+/c/wb9a8JUvf4Xe9gGzpx+RlzXd4YC3v/s2s/mMnC0KoWQ8H7MwuxSTc2Z7Nru3DhiPLtgZ7NBYWvRp0m1ZaJpMEiecnB2jKwIHh4eUZc3zkxPEWmcxC0iykvfff0wSgWUrhEmKZhgEoUeeb4QYz49PkUWJbq+JZRuASBZESKrB6fk1H18FLKUGvc9/BTWMOJsv+MffOaGoK5yGiWsWnH7vnGG/g6GpOM42/lzg6bJmZW6huRpeXTGPYlJTIa0q4jTDtDTyoqSsc0RKyrKi12wx7HapGg2GhoKjBhh1StOx6bUs1usFnVaDupYQahFd1Tg6PGQyXiCJEqoioRgmoqajJhWVB+9+8CFNQ0WRRQzNoChy7t29A3WNIgmcXV0jCTLd/oB0ssQ2HbLVMVeXU7a3hoRZyaNLj+N/+S0EUcCyLXamS8I4ppJVUmmDy2n1+1DWSLqOIASbJyAKKgoEmU/JBDod22DQ63L3hZuoqsR0saCqodlyERCI04zxYkQtiFDX2LaOY5ZcjK4QdYPJdI6mmTSaAv46oihr0jRn7cdYqkKr1cJfzVmtfQ4PdhFlCW+95uT8nOV6Sdmu8aU9Pjl7TBCEHKgK+ztDin6X9XJOkkSkaULD0kmkkp2dIY+enZAXGZIkU1UV7bbLsNci8deYDZNhr4tYu+iCTJ1X+J5HmINtmAhlRV2VqJKMLusglhR1guvYdNtN1sGaG0d7XI/G3P/oA+68cJud7QF5FpMEHkVVsLW9Rct10FQVw9SRRJmnz4+Rb/fJy41/y/c99vZ2CAKPxWLOzRv7LFdLkjigLBJqQBRrJEGkrmrCIKbh2EiKxHw220TGqBneOqDRaKJrOkVZo0sKtm0zGo9RVAlBlFEUBagoy5S2a9FzLRRZ4zMvvkhZ1VSKyDLyybIE123ihSHX5xfkYch/9X/+MRq6ReXFGJLAjYN9vPUcWdO4sTtEFGBvf4+yKHn37XfRZQmhyLF0A6H+L/Ak9ff//t8H4I/+0T/6e97/xV/8Rf7Mn/kzAPzdv/t3EUWRn/zJn/w9Zt5/vyRJ4pd/+Zf56Z/+ad566y0sy+Knfuqn+Ot//a//fi4FgMvrCbqkISoKWZIjSDJpCXEpYNpNRFGj4dgUhcp49Izf+I1vsrVzk2+8/Q5/5O5X0HWbJA1ZLHzKqkTRTLK8pD/oMX1wQhL5FHlBHIQIosDJyQkvvfYSh7du8s3feY/1aMXLL97je9/5zqbA1hW3br+Ao2l8+N7XmU4XNFsWeZ4jiSplkfLs6QWrqKKWVSpK/KWHockUScYonuKv5+zfuoXmGJw9vSIPU+IwYTqZ0Wg0abfbDHo9ilpCQNzwtZKcRZxweuYhCQqO6RAECW6jhduykMuKbF0iqwbnl3O6q4JSVLi6uqTXGzC5mHO19vm1334XWYQvf/nzXIQJv/kb32DbFShevkuWpay9jbJnNlvRGXQJdJkv/dAXePzsAY1GEz9NmXkz4iTkk4eP+CNffotuv49d2dz/nUdIqxP+2z/9J6mKlIuTSyS3RZ2ljC5XtFouiqqwv7tLkeUUWY7nRUhoXF8uOD4bodsu41lKGKREpUdn0CdMUvwghAomowmCrBNGAXaasw5iZElhsY7Y2u6Ro+It5ojDHerBEVIYYze3icKYqq4R+m0WaUqaaDx/7tF2XUwzwX8woahyWq0etuMQpylPrp9heh/QbTfJopj5Yo5lGFi6hoSA221z9+497KrmIi+II59GnfHWm69ztDtEk0XmizliDUVeIQgilmUjSTmdDpydX7AlbqMoKpP5klLS8MOAeL3mxZuvoesaWZZsnrzSnEG3w3Q8p65FJMvi6fnVJqtI0VnM5xRZTH+7z2RS4tgGZZmTFRmFLHG9WCKKAkGUYAgKzXaXuoK6KtElDUsxqIUN+kdTVCzTIIxjDHMTZe7YGpZtYOoqYRxjWSZZXlAKJcvAQzV0alGioqagIsxTjGaTEoF1lECY4ycZFCWGItNpd9A+zVITyxJRAMPQMAyVrtwmyxPSVGc+87iePCHZadJPC3qdHpois17NUWWFKI4p8oLVYk1d17RcG8ty6HebGM0+08Wa6cqj47rkSUCradN0LOoyo2Eb2IZGGPnEacw6gFpXabVshKpGVnWato3nr1FUhf72kFKsWC4WDLe3cJsOFxdnmLbC3u4B69UCTVc5OT5GEkWOjg6YzFYsVj5VKWJZDfw0ZzZf4kchSZLy+f6Q6WhCFIaIokDDMZFlGamWsSyNTruFomzUe07DYnt7gFAVpElKp9uiLGtarSaqonN2fk1ZC3R6bRTNYb32aTRcwignrkrCMmUh+TTcBp/77CvYhovlOEiyQhiHPDo95fziApmcb379t5DFjHwxIfMCPv/669z/9gekWgFlTs916dgWOztDfG9J17Fot9s0dZWnz54zHo2YTUbYDfMH2ud/3+2+/9TSdZ1f+IVf4Bd+4Rf+355zcHDAr/zKr/x+vvo/uhy3wbA/xLEdpqMJdVKRpCnLdcD9T56y6rU42NtlNF0wmnk8PP2Q/+HeGwx29wjDmN5wm9l8RpQW1FTUksZoMiVv1fiex9X5Gb1+j9Pnx+RZydLbYD+O7t5la3efZ4+esD0cosgyWZZj6irUNTdfuM2Dj7+LJKqIbJQvi6XHZOrR6vS5np/THLSBmixLGM3m7G8NkYqC+ewSc7ogb+ckcYpp2EShz/XVFa+/9hoN20D+NAI6z3IMw8DQdZI4plRkoqpErGvslsuw26HhqISjGZ998/Nowz7P3nnEVnTNYr5ivfbRNAfVMSmSgkcPj/nyay/x2g+9xT/98BlekCDXJb/29d9ma7jFq5/5LJrVYrz4gHm05n/+p/+Y/Rs3adoG6+WMcLEkWs3Z6vdoN4xNRlYYMotm5HXJ2fkZH737IW+99Xm+vXiPJMk2Ue1lxmy6RNVFOt1NeyHPSwzDJIkrfGre67/G1eUVsdVFbatIosCUAd+fWISBuQl7DO0N2sgqMXUNLdTRNJ3SqClmsKpN1jdURtMFUq4if/jryOGCKkxAAPvmHqos0nYckjjEWW5aVx1FQjVEmqmPVMp4SUISX1IrMqpmcHTzgMvLK3RVpdfpkZcZJ6cnlHnBUbtDZJmYXZX9wRBZKfG8OaauIgogSzLUNbqmb0jzcUi/1yVNC5IsI17l1LVAXuRoho7ccrmejAjDCEWWabY6RFFCllfkZUWnv8X33v+Ijx89xrAahMkSS9fQZQkv9CiFmqKukGQZTVPQLJPYj6jKkrSsWE7GaIaJLEsYmkYQJWiqjO02KOucugZJkhGQCH2fs2CGe+OQs7Mz6roiiDIEacO3k3WdvK4JkwTHbaKbJqfCHoLU2vDvkox1z6CuBaqGQ5kXeHXNulSxVIV238ZSFdbzOR9VA85XJlWtU9k2WDWKbKCWKuvJjCQOMA2dqqgos5K8BKkWmMyWWIaJ29wISq5HIwxNwdIUUtvAtnWSxCNKIlShJtZVBk2LhmUQhQGCKLC3u02QOBwvS3RFY7lcU+URmqbTbrYQAN00kCQJx7FZrdaURUFRZDTdJrIioukaZVmQpAXT2Yrd3T3ytODRx49pNHvs7Qz4OK5IspSyKGg0HPI8ZzyZ0uv1kGWZJKtRNZWu26PliMiySBR6KKrM4e3bmIb66VzQI45iFE3F1A08L0CSJHrdPrUgUNUivh9jWi5VUeDnMaFgM06WxFFMy23g2g1Wns9isSLNS7IgwpAVhDLn2eOH3NjdxihLHj15xL0vfJG7r95l5c0wZYVBp0XLNqEq6XY6JFFAIMLB3i55lpKnMUdH+/ih9wPt83+g2X2ua6GaCpqtYpoaWZWhyjY1IuPxgjSMCfyEh0+esY4gyiuenj3h9c9/gffefZuqzliFIYqhIdQi3/vgI06rbeThDoqmMZ9OeGFrj0qQeP+jDwmSnLd+5EfQnDZ/+Ed+mP/1f/nfeN22cV0XWVEo65rxaMzuG6+RpAIffHDM5dkIw9ZQNJX7nzxCUZp0+x36W30UVWE0vqaoa/woxtZUxtMlKRpX7pjG0udgy0UUFSyngeU4CJSkeYKqKqiqBrJKx22ykhXiuiLNIkqpRlZFKnL6rT4Hb3yGeZHza7/2HXS5R5aVyLLJzs4uaQWKUbK8njFwm/z3P/UniS2Hb3/9QxTNwM/WHOwe0Gy1yWuBs8sJUVpjFDWPP3zEej7nS5/7DGUc8c63fhshy/mhP/oWs4sTnj96gG5a0Gzz4os3qU4zpufnfCjJvPbZ1/h4qvOFvSGUOdPRiOurE9brGMd1UFSZJEvJ8oKTZUReXHDz5DtYLZdkGbBYzNgKtmi1dPr9Ft5qRZ6m7LhDbMdAVUTCKKIhN+gO+oRhzpPpBXv2LT4aXfD+xQhTaVAWM0xNp9F0cEydXrtF07KJo4CqzKnqmkazwWCrx3gywRRtkjyj0WqhOw6T0YSq2OBvqromJ2c6mxB4HpdlyX67yWK1JDIVEi2nK7cpixyhVhGFmjSNNpy7OCDLatIspygLyiLH80uW6zVxnuN0ezjNBnfefJM6ChhdXX/qdck5H0+4mE558d5dJE0hrUE1HfKy5u7t21iywnzlsQ43MNQyrzd4K8tAaKg4jsTZyRlZWaJqOmvPo9tqIiDQ7fVIg4Buv4MfRaxDj7jIMD8VpLz5xdfZ7vdZTGZcXF4zm61o9XpEeUYtyhR1RVqWKHnOreiY5xHkRUHsecznc+QCZE0jDzxUWdmkQcceOQqSo6IKAjs9F50CMQvJ0wTHsRhuDQm9EN1fsS9ecOu1FynygiiM0FWZhutydXlFkRUUacXF2SWiINFutnjp3h3WUcHzs1OKqqCqC0xD36CSFgvSloOiSCiqiqyKmIbG0O0yztZkaUzTdfBXEXEYY5kGiixuaO2qQLvTQdd1qrJiPLmmLHPSNGIxXzCZTpElFctwePbknPU6YGfvEEUzuVrVrP2AZl4gijJFlvP+Rx9iGTpO0+LZ8XMEoSJTbm8IKciEQYBt63irFf1uhzQOMXQF2zap6g15ggoW8wWtVhPbcUiSgvl0xcnJNWUt0+32NxzGKCNTIQoTZFHFX6+ZzxZMJnNqUSEIgk1nQZbRHBXbMQmmU45PnrH16j3e+PLrPH//AxpdB02VGPS6rNYzXNvi+mLJIkuRJZHVckqeJSxmE8yG/QPt83+gi1RRZJRFznIxJ45DiqTCMGyoatZhRllJePmSRVpiuW1UYDqfcOfey3h+zGw1YhUF2K7L59/4HOPZgrXSQDMNeoMh0WpGRY0g68zXPnGW8/jpc/7QVw7YvrnP/s0jPr7/gCSJEGSRrf6AsqhotVx292/y0btv461Cev0G7UGLg8NbCJLMKgpYLMf0+z0cx8TzPE4vLjBUDVQLL61Z+QlhWlAiUNTQ7HRBECmKFAUBRdFRVRVJt1B1g3yxoCpLFFlGEoVN7Megy85r9/j2u484/vg+vd1tosJmugxIipL5ck2aV9R5jS6JfPHzn6V79wb/93/x25zcf0CrqZAnBVkJHz58ytl4zuhqTpIXOK5Jo+Mi1BWz2ZRBt03/YAtdUbh584Dbh9uE6yU1AuvWPta8oohGGJrE+ekx7d4WjdbLXC2uOX/ylGG3w4svv0FeZFxdX5JVJUEckVciqmZiGyZ7gx6CKlIbEi1TwhTBEqGKPLoNjf29W6RZhCjWaGpNt9FGVlSkOkcXShy5wlTg9sEej55PMS0dtXQwdRPL0tE1GYqUwNuEDoqyiCRJGyO0LKObBllZbtR7VcFqNCYMYsSqwjR0rsdX3O3f49XXXuPUeYpUC8R5iiCLIEtMp2NCb0XL1hl0OzRd99P0ZRNF1phOfdKsYDqbYzoORQXrMOb6YkRY1KzbawLPI/dWqIqKKqt8//33sF2Xvf1drmcLvvf+e8w8H0VWsDWdo2GfYa/Lb3/vbXrtBqfrNetPk1YTv2KaJBzt7/KlL7zBwydPqZCwqgpVUfE9n9qyMG2DmhJBrBAVhaIqKMscR9MxRY2qEEjTGlHQKGuRNC0Jo4RGswm1gG5ZBHHM8sPvIasaQpIjZhldavJKoKl2SJNk472qMiQZBt02xmROsF5jqTLDV++w3x4g2wJXVw9whTHbpk5l1hRbJocH28RRRFkJZGnBarVE1wwqR8TzQzx/TZZX3Lx1kzBMmIzmNGyHQhQIkwBRVQGRJEs4Pj1FrHPcho2mm6w9j8u0BsHmhbsvUOY1x/kFcbhmfDVBkATchoWmqVSAIkv0ej06nRZh6KOqEsOt/iY1WNFRFYPJ5IzxdIbdbJJ5MZgDAj9iOl3SabWpyhovC3Bdh/liTlVltJstqromimKuwwhJ3nzXerVmsVgRxz6aKtHpujTdBkWRoco6WzsDikpC1S3W3pzJdIWq2Tx/fslyHfN49YhR5x6f5M+JfZ9Go0GZ1/hBgiQZxEXBZDrDsQ0cx2I6n3C4t0MlQp5EnD57Rsd1sBoGjmkynowQ64KD/R1MU2eta6RJynh0zfbWFmVRkqQJBP9/QEFXZRVFlKAu0WSVvN7g/0tBZBmERElBsfKQFYWkKBBFgeurEWEU0uy2+fDRQ/K6JKmWdAcDPvzofU5FhTC+S5qXnJ1eEFYqgiQxmS+RVI133n6XL//RNylI+fyX3uLrv/5rLPwlk9mMnZ1dRFFGFhVu3LrJk0cP6Q96iHJNEMFgOMRp2CApfPLoMWWR0W27NBsu8/kSt9EgjTPuPz4mOiyYrTyij+9jGAZHB3uMpxOUukRTRK6mZ8xmc3YOG0RJTJZlWLJKIZYIpYimaqyymn/8L76O4fnc3msjaiql0OfhjR/B8wMiO8LUDUShxlF1nt084u8da/yrS4X0iz/OWlfI0pz7mkLdh4uqQt2VkQQBa2eApsrMlyuOfQ9D1rE7NlWe8XzcQKhqFLmLbdsU2Hy+jlG7LWpVJFkkPHvyiODOAd2jLovRNVcXl4xnC3Z2tun2d0nLlLzUGV0/R1ENdN2g1WqxinwEUWQymnD7aAvb1Gn3HARp8xQpKRJJHKEqOq1WG0XTubwe469TsrLk6bNnSHZvE8XRtTGNFmmaEVcJQ7OHpSpQb9SAZV5iGAZVuWEH+nFItztA0TTSdczoekpdQbvZxPN88jghDUKEpkt/awvqClvXGTg7ZOWEJK052N1BlypApiwFyhLKHFaLFUGUUwsiUZLRabuMLq5YrXw002Q8nbJkyXh0RcfQaZgOmqZiWw6zyRzDtLiaPmK+XrPyVrxweMRbb7zOIsj4uOrQeusn8MKI1paPqeukccz5xQVVBd2dI+Rmi2bnLpejCXFSUNUQ6AFrVcbUVRzboqoqkqoizTMyRFJR5LuJQ35dUYQtnNWIVnuAZVtEaY7M5n8hqwoQRYqqpohTsjSjyDIkSaIQBARpE5JZVjm6ZODYFmWeMVp7ZFFCmUTUdbUROwgVk/EV/nrFzrDP7du3EBEI/BWWZVHVIpPJnNXKpyhLRFlG1w06gyFZmnF8ck6SllxdTwnSlFng0Rt0UGUdUZHR1QY3bh3R7zaIQ3/T4Wg4VAlMp3PGtkjgx1xejinSGk01kEQRXTVQNRXbsYjjiKouuXX7EEEQCcMAWZbY29vG8yLOTkckaUGSlpw/fIKq6wRtCUVRGfaGqKpKXiRYpoUky9RlhWlYmKZJVVW4TRc7F5jPZ2iSjKLqG/VkvSHINxouhqkRRhufoKbpLEZLps+v+dVf+012926wtb3PxdUVV9dTCtUhSXOmsxWyaVHXJoKiMC9S/DhCN02k9pDG3i20bgulFIgVi9bRi/hrnw8/eMTO9i6BZpKnAnJnC7dnk2U5hqYy6PWZTCcgCvQHA6q65sOPPyadTn+gff4PdJGK/ASBANsyyNKMsqpQJAWh3gBMkzRFUFW6rTaqrJLnKWmWcn11xec+9znefv99sjDAbbjIisTl1TVhu8diHbCaebzz9n261x4vf+4LSIqOpKmcnZ0zG824eeMQx27i+Z/nO+++jSTJOA2Xy9MRH753n5bbJM4qHj6/Is0S0iRGVT7hzTffoNNrc+Po5sbXlWcEQUwN+JGHrho0202EZoO9o5t893e+SbfTodNtI7OJaXj05CnLICEranZ2D9A1BUUWydICoayRZQnPi5ifjKijgBdePmKn1+HR46d8WZ6yChPKpODFvT22X9zmV//Vr/HSay9CHuM9/IT+49/ECT1UWd7MC4TNZzoNh7pIscSaz/fustPtM4qnKK7G1egRHaFDnAd0UxeVmjLOGOhdtFwnKBcIuoTttug2XFAc7ocBy8s5d1+5y6P3HnA9nfPu+x/j+QH7N++w1e/z6ue76JHIdy59klnOyZOn3HvxgGG/iaLC7ReO0G0FQag4ff6cZrOJJIJmGsRZSpwXTEYzFvMAxTAQZAHVENk5GiJHIxIvR5Rr5E/JFC3LxLJt5qs5wWKN6ziUdcX1+Jrr5YJc0EnqiovLa7ylx8svvczu1hbnZ6eQl5+S5SVkWUZXFcS6oKxrQj9lsfK4OB+z3WsiVFDm/kbYsZhydn6N3XBxP6UEpEVOkpfUoogkypiqSbPh8rnB6wTTMZPpnHAtUKQZ3VaLLMmJooRmq8lnX3+V/X4PhYJzwcbUDW5aGZ5YIzRaXJ2e4ooit18+BODwaJ+qrDm/uma0HEGSI4oqXUmiYxvIUk2/oXBxeUmR5mRpznodENY19Dqogsi5c0gvVZHqhLqWmVxNEYciURJRawqKJBNVNbKiIFNjf9rqyasS3VCJ4hiBkvVije95RJ6H6zZJkhTXcph5IR8/fIxr6TRsgzQrSJKcq/MR/X6PLCtwGhqT8YS1vyZKM1rtDq7bZrX2sGyLvKiYLDz8IKHTG1ItF/Q0je1+nyxJkCSFIAw4vx5zcn5KlUX8kT/0JqpuEM9iZvOAt+fn1KVImdaEXoBlGbxw8yaNho1uqszmU5I4RJag329tEFGVShj6aKpOEkckaYIgbBJ0hQp67S6CabLT6KDEzxGlioZpo9sGglRtokuAkgpRlOh1euxbPWzL4vT5MUWVs7M1wG22qOuCLMsQhZq6qkjijLJMqSoBXdPRNIMnT54TxU+59eILdLp9ZsuYNMnwooyn+1/FqRNUSUG4cYssT/HKmriXctHfZiILVDu7nIcbpXFeWIS1w2W1hdjYQahqvALeUC2+XJ8QBSGOYyOJEophIEoSrU6H/cMjLq/+44Sh/9f1B7pIzaYLJFFBEkQm0zm6YqMqMmqZ49gW14s1jukgCSqmaVBWGmZd8fz5M26/8CJ7+3tI0zGWbRMGPmVZIsky6yDEbraQVJPZco1lO+zs7uFnEWEc8cmH97lz5wjknNuv3uH2i/e4ODmj0WigCToXkzWT6zGTRUGz2abhygxudzl5/pyHjyZ8zu2wWq2QZAHKnLoqqeoSSoE8z+h0WiSqiqRrWK6LqGn4cUjDsFlHFadjD800UVURQQRRAsux0C1YLtfUokicJtR1iqGL1GLB89MTLiZTOoMhZRTz8o1D9l+9xz/8338ZbzXh+N+NSPIKu9FCKGP8xQRF3iCuqqIgTUtsXUJkw1I7PzshDZcURYFlW9zY6tJqu8zGGXIV02t3UGWbbq9FUVR0nF1UxUAQZU6Pz1iuI1bmkO/c/x06WwPe+vybbEcx77z3MQs/5sEHH/H9IOL27bsYL32GvJizWExIYx/fX3BwMGQ2vUIQanx/RZFltNtNGo6DIElkRc54vCDPC4qiYmt7yNoPUVSZnd0h13HFZPoMspQ7N4/wZxMW8yl1ZhOlCVEcoZsWYRjRaDcZ7uxRWDbnF2MURcbSTNyBBXnO6fNjqCpcp8njx8+Qngsc7W2zc+OQ5WxESsywP0RI5kzHK4okYm97gDtoEKcF51cTLLPJdLxg6YXcvH2DIof+9hb59Qg/nOFaLlItbNp9ac7ezh6yLNPqtBFUheOLS/w0oa4Lho6DkMUcHR2yHLSQCo+Bf06vFgijhN22hLeYc3vQYjqZ0osENMPCUWJKOeHB6BhRlhkOurzYcjg/PebIKdjtCszWCdfhjHmwoGE3aGc1qqQy85d4q4iVGJEGKf40oIwrMmmDQ6rKCj/22bq1Ty2LGE2bmorcCzfYniRnNp7i2A5JEhMGPoNejyiNifKUF+7c5PbeAMtQocjptV12t3rkaUoQhsiyyvXVmLqG7a0dsrxiOl2QFTkrb81qHTAeL3l2co6q2+i6SRJnuC2XbrvPbDwiTXPmXsjx+TmddpO+a1MLMufnI/LMRRBVZuMA07TRFY1Op4emqUwXK+IkxXIMbLtBq9UiTTdkiN2tbZqDIVEYUhQpW1t9fD/nwSenWKZBw3awdZ3UMBm6He4Zd8irkiQrPpX5l2imvuHslRVZljGZrJH0gvV8gSCK7O3so6qftv9FlSiIyDMJx3GBT28qVj666fL6Z17j/v1nvP/xI548foKqy+D0KYqCrKipQo+d82+w1WnS73WJs5i6Fhgv53TEE2SxpC4L0jTGNAzmyzVCJbAr7aLWAoZhkboDLpJ9JF0kKQrmizmaboAkUhQV48mMyXSG5bZ+oH3+D3SRSqKE5XKNbhgouoZYCVRlSZTmLIKAMMsxigrP8yjyBM3QEQQBP1gyn8+5fesWF+Nr7IbNar2GskZRFKpaoN3fYv/WTcbzGXVdcvfeHT5++ICoLLj/8Ue89OpdDl+8Q47MH/tjX+Vf/eN/QRrl9Pp9rq6vECSB/+n/+n9BFOD6/IS6qlgslsxDn8qwqWuJ9XJBr9dmv9dH0nSm0zmBH5FEKUvPYzyZI2oGyCJBnJIWOQvPQzYNGq5LliTkZYnvb9Q7Vb3xTWRpCnWJqioYmo6o6CxGM4oMiqQiikNeeOkF/tlvfpsw9rlezvGWPoqssvJWlHlBXQsYpgnCJmrHMgyQBGoE/Cji+eUEVTcYdJtIdY4i1Wz1WtRZjKrKKLKApkjEcYBlORuFWpVT5SVpnlHVInlRoqga16fXvCO8zwuv3uP1Nz+L+/Sc8dmE995+l9/6za8TfvyEeu8FerJI0zEospBO28Yydrm6vGSw00W3bbotF0EUSNIC3wtZLz1UxaCuRcLAZ2dnyI22iyBL6JqGWEO76SIXBQfDHcosYTyZIEkrFF3ndHHFraMbLC+vKESBVZIiiCKL+ZKm3aDVanz61OrjNFxM02I+m+P7Pmtdx2s0qPMKu22hSpBmJZZt0rB0FFUlySqyokRRNFRFxXUaWI0GeZyTFgVlmrHy1gRBxHy2xlPuMPEmCEnMxcUlVqNBLUo8OTljtFhSIWLIMtPJkmG3yWq1ArtFp9nkJVenrmuSJGMymmGrCs2GRZUnBN6K42fHRFFBFnn80Bc+yzrwNn6vxKdpaoh1gWOodFp7fOGzbzC+mjCbTImilDwpabU6VF4L1jFXl2PW65BSlJFVgTROkXSZ7lYPUZYwNY2yKtF0FU1XeP74BKkoN+8ZBmmS0mp10AyVYlVAFDNsd9ne2WI5mUJVk+YlRQ1up0WcZDx48AmOrqMpGq1ObxOB0mmzXK45Pj7G8zM8L6GqFcLIZ7E4pdF0OTu9ZL3ysRyd6WSOIivohkONhOenvPP9D8mSiBOhR24PUSQVWZQo8k3QX1WDaZlEWcHl02NUReL2rQMUGSRFZrleAjWSrKLrCsvFCt/zsC0d122jqSpVXSG2moz8gCTyiPKNklgUod1qUGY5dV1TVSKqom1QRVGELMv0twZ0ux00XacoSvK62LQKBZ00y0HcWBtE1eDZk1OePHiCJkrcu7GN6bqEWYw43GFZNBHGUFc1jq6xv93btGOTkqKqUEVI/BVVkVLVBYNBn/39PWZvv4ckqkiChOtYrFYekWiitGUcx6EochzbxfN9ZENFkERUy0BQFMofcJ//A12kdN0AQUQSJSzTZj1dMZ3VaLLM2g9J0hTbaaEoG5CpZhqoms5ssWJ0fcX+/j78zkZu/vDhJ4zHI/KdHOoKSVIY7O2yjEOiOOLwYJfR7Bqx30IQKz7+4CNu3blJt2Wwe7TH7Xt3SP2UR7Mn9AcdfuyPv8X1+JL7H73H8dOnIMoEQcCP/vGf4A/96BdIVmMefHyNppk4tsNkNieNN6mXQRgQBj5+EKBqKpKmUIkiC8/jej7b/MA1RGlCGG3635quE4UJSZqiKBKaorCYzigMmbllMltGXE9XSKaDqWlozSZeGKBqMpphUMzXSFSIIgiKhCiJlFVBUYnIqkQlC8RZhiAKCLJCFAU8Pz8ni1c0TYWjvT6WodFutQj8FaZpYWgbfp2sSiyXHqbukhYZ7W6XbBFg2w5b6haj7JL5bM73f+dd9m8dcu/uLfa2tzBNl+986z0mfoRZ1gw7XXaHLt2eiapBEpeIooSqyBjGhsSQVwWyrGBbTdJUoK4lTFNCUgTabZdO5DILM9I4RaxBAZq6iSIJVLpOq93F90OibKNOk1WDi8sLvDimlCQMTafT7dKwLQadLpK0UXadnp1imhatpotlGdy98yINQ2dyeYm/8jmdLGAy5nOv3OWF2weoikhe1BSCjKxqnJwcEwQBhmky2B6yc3TARw8e8/z4lMViE+0u3pKQpI3qrLYEyqJkspoTZTlhnCIisozmlHmKxAGT0RWXzRT91haFJkBdYykKBztD1usAmZqD3V2+/+57zKdj/DDD0DbUkX53i/VqgSQJKA0D11YxTIM8L9HI6DZkxKrBo4enrNcJkRkh1yV5npFnKVbDphbA1EwM22J4a4e03qRhy4aGY1p43prZaEYWhUiIDLeHqPomHkaWBFRLo21ZuKbATrtHGuUgiCiGyXzts1yvefMLb3A9WVCWJf1hD6neRNkLNQSrJUEY0Gp3mS1OEUSZMq9xm02CIKKuRWRJ5uryGtvWCYIQQ9cZDjuIQo2maiiKjttoMg410hoMw8L3vI21oSg4Ph2jqhqWaXyKK9rYUQbDPqJUEvk+RVlgqDqO4yAKCvu7EpbdZnw9pSpzZFVGEUVMTUZYlUShz2wyxrQsdKVGFCREScJbe2RGShKnhNUGIjvoDtBVHUkUSdMEWQHbtrAtg7IsSZIU01BwbZtet8NbX2owHs3Y3t4mySLWUcL3zlbEmYpbVojUHB0O6XYtxqMxnbZNnG6M8lEcsL3dp9ttU+T5hq7uNlgvAsL1mu1+FzEIqOqaJM0oy5rFbMlsOiPLM3YP9tFtA0lSGc2XTKerH2if/wNdpEzVoN3tIUsSdb2hXmdZTpyk2M02VsUmcltTQawQxE07LfB8JpMRhy/cQtdU5ssFVZwQBhFSVWHbFsvpBXbDQpLhenzJ4eFNKHMaTgNbU1jOZkRegOI0afddfujHf5h3vvE2R9u7vPmF17AVkeRJTLCOMM32JjivWjGbjBCKkn53i2PDJitKQKTMC6qqRBI2WUOKLJMlCYIESZaT5xmLxYp1HKOZ5sZPUdV4YbQxIisqgiDQa7cIoxDf91j6axS1yfVkzoPzS4IwRHcdnLpmvVyhqBqWZCOrC+ymiyQKqIaGUAMCSPJmU0yqHLkWNlEadQ2iSKfd4ubhgJdv7pB5S+q6ZLleYZgG0+mYarHEsQ1My0QQRXRdJ8s3bYeG08K2NjJfU1QxdIUwjimKkmf3PyFYrHn25AmfefU1/m//03/Lr354zW8+OWUZzbh1e5tbtw6Yzq/R1C55meM6DURZRDdMisDfsOBUbZNVlMH27gDdkjftVUEgSxN0RaFhGAwMF9c0iaIQPwjRTYuyEhldXGLqBk+OT5guVlSSRK/XxrYsnE6TdrPJ6PkJq+WSVrvNYGtIDSzmK+IoJEozvOUSA5m6qlkulhyYFrZjoaoKiiQQhBGL5XLTotoZIAh9FE0lyTPyImG1XiEpKobjICQZflmQJRvxQJ7lCIpIq+VQSSK6riLJMmmWs1pMKeuKhuWgKDrXVxOu85p2u8nMG9NqdnAtG89bk0YRe1tDXrl3l/cfPESSFKLAJ80k7r1wC0kGqhLTNGlYNuPJBEEUkDUJpesiv3Sb9z74BFUTsR2Vod7FUsCPU5KyBhnSPEGUBcQKZE3GMgyqsmC9WqEqErZlkUQRpqMhaVCLJZIo0bQ1Wjt9Rk+e8+D+R6imyt7hLnGeczEaY5smX//md/FWa2xLwvd9TE1BEUSSJKfX65DnBabpYDld3v/wEYvLGUGQoio63tpDkESaThPbMXAdF6oSGRFDU+l1W7huE0kAMYJ2q0UzD4mTGFEWkRUDs+GQZjlJEnO4v02r2cAPPOYLgV6vTcN10WQVUZDwvWjTjq9FTFWh0TCJoxhT1/HKTT6bY2msA49O08GyLSzTpCw3CcdlnjNX5hxfnpBqFe2WSxLHLMqEXr9JVRbotoWhqRvfl6IhSRJxnCCKKg3Xoibg1q1DdF2jwuDAtDgOH1KeF1RFhutavHhnn+1eA1WpSMIMWRE5PLhHWaSfxtoYnJ6eUxYVw16PqqiAivliuhG9KAbLGkqgEiXKskbRTKglrsebufPVaMZ0uvyB9vk/0EUqiCPwVmS5RrBaszUYUtUSdVnSGwzwPZ/Yj1ksVzRbNnmWkcQbj5G3WqGpKp12C8GDUpSQhBVFVqDLMudnZ6yDJYYus14uaL76CtuDLnme4pgGSZwxvpiwc8uhoUm07u5x92YfOVfQZRFvtmb3cBen3eTsbMzp6THdbs7x06f8yj/9V/j+hCTLuR6NuR5d4zZcJFHEcWzaus3U7tMYOyRZiiBvDJ9eEFMiICsasiSjlCVhGH4aQaDRcByKJKKmYLlabvrZn5omqSu2+316bpM7Nw+RKhh2W9x/OkFRdWQtQZElJEXeJKTKIrptUosCaVRCXaFLAoamU1FxsDPgxTv7ZMEC09CQVYVHz57S6wxY+z6moSOKAqbdAFGi2W6zXkaUFTz85DFud0AlFmRZSLNpMei3CcMUQVER0pim4vC9r39IlH9I93Ov88YbL7P1fImiiEiqhGkbREFMuA5Zr9ZYls0snlHVbBSWispwq0/kZ9RViaxo5HlBnhckccZkNmOv0cAtKhoNZ0PvFmX8MCaME+qyoshLkrxA1U0ESSYJAqo043x0ScN2UIuK1WpFXhS0220kTUF3LDRN4+r6ksQP2R/uIKkqDbeBXWVkcczF+TkH+7uomkIYhZi6jWXrtFoOiipycX2NIAkcHR3wvXc+QNEUDNNiXZYoqkoaBSyWC5rtJo1mY8N467ZZ+h6q1qJhypRFQS1amJaNKRU8evgBe7tbUJeIgoJd1tRVTZbllGWOpsnsHWxxdjlGVje+mKurS166extDV6nrkrLISKMIw7bpNJsUApxfXKNpmxyvPbPLG+1dVEnmYjThG999l1UaY9gG89GEQiyx3AZJFDGfzfA8n3arDVXN4Y09nJaFoIgspiOO+lu8fPc2cgVpsOTp8RN29/eYTKfMl3NanRa6bnJxfsbtW0c0HZWDvT3iOCROC2zTJM1ybMskzmqyVcpysWI6mSOJMg23iW07mOYmqLPMc0xDx3GaCFXJzZuHtFoWZZ4iAqahskw3nNBOp8N8PkOSZCzHRstyXENjNp/i2BqfefUVRCknTkJEZYPLytKI6XRFXQs4douqyhCFCsvUEMSaIk/RdRsXk8VKQdM0Gm4DhJrlysM2DSyzy7w35LYZMpRzotgjTQJ2dw9ZeQuSJEbRZKgLZFWhrgTOzkfYdoMgSLg4v8J2GuhaiaxItNoN1l6EUEG/22MYdnH3t+j3p6RxgKEqCEXFbHpNlkS8ePdFgvWCqjSgygnDkMV8jCxWbO10P036LUEQECWJLN1Exz9/doztWFTTJUldMfVCDKtJOfkvwO77/7XV7nWJsoSdrSHdu3e4OL2krNhAI6OAJArJ8wKphjwvqLWNusj61A2dJQmyKG24Z9qGMFxLIovZgovTc5bxmm7b3vywhsqX3/oio4tzqEqusyXz2Zy9w0NWlzNeeHmfTBIYXV1TGha6pXJ+fsJHHz9luYrodrp8/rO7PH3+nDrLOT09pRIKbN0ijoLNvKesWcwX5IJPdnhnU4CqClvTSJIMWdbRDQFZ2EjMKUvEGipBIs9z8izdpLmmBVEQsd3vsru9Q8Nt8NUf/yq9fo+trT5d14Qa3nt2ThqEUGwMpIoqUYtgOja6oaJpOmEUouk6MhWyWEOZggDr9YIk6eHoGo5j0x0OORtNef+D+xzs7TIYbJMmEbP5ElHVmAZLri6nDLo7hMEZYXJFfuMuTdfGcSzSKGF3r0GeV1xcjji4uYfeCvnmt7/Pw9/5Om/+5J/kv//v/humq2uyyqfVaqPKIc2mS5lnLBaLDc36U/6jIAoYtkGWFNRVuYns1jU0XUfVNpSD64sLDrYarLwVi+mKmR+w8jwajku70WS8XKAaJnFW0HZMdEPh6uwcP4o4fGVIJqSbmwtFoShLhFplNptiKyau1SKTM6brNWvTZ6UNCSqLx9McO1R4ZdBFNUyeqDXL6Rq7YbJj9ZHKipUg4Ypd1naXUb9G1Te/V6o6EAukeQ6SRCkIVDVUeUGcxkh1jbdcIFY1FRXL9YrAjNGlmq7lUIkyHbdJXRXkaQaiyIYhU3N1fcELr3+Gie8RzQN2tvvMrq/wVl2kpkuj6XB5OaKoK1bLJWmiYbsOTdeleH6OUNcc7e9w0FRYrRaUWUQaB1QlFIkI1FhtmzxKKBGoawFFllktVyRpwsuv3SPNIjqDPovLGZIo8+jp8808+JWXOD89xW02sW0bSRbo9nuE6zWGLmMoAmJVocoyqzQnT3I0Q6UuCiRRoMgSHjz4GFlWaHc6m5TsZBMnYdkmd27dxLYUsixBESFJU/I8QVEbpFFOHEckuUMiyKzjFbK0UW9KssTe1g6z8RjL0Dg6vIttqiRpRF4mGKpKXYkEaUqRVXh+gijKxPEcQ9cRBHAaDuPRJakA7rDBobmP025zcXGN49iomkKWJBSSSLfdot1scmtwRKtY8+DhFFGBkpKqAllV8P2Q58+mvPbaK7RaPeJHZ0hKsYFtUxNHMeuVz9XVNXt7u5ycXHJ1sUbZHgIleRYzGV8jliWapHNyfUaWRAy3ujQbOmdnZySpSpYVDPsdOu02kizRbDU5OTkjDTKCwCMxEipLoCpBMQyKWuKjR0+5nE1YJwlVCZpq/ED7/B/oIrW7vcXZ+ALL1LhxuMdqOkFRNBRNJ8sqlqsVqiojSiAKIqIggVCTZSlJqqDI0gYplCY0Gg6O7VArKu+/9wGPP3xAY9jEbZhIokgchuztbCEkIUEQkjRKPM9Hl0XSIOD6bMqNgx6f+GuSuKRIN4y558+esbt/iGVL9DouUr2P5piEWcj16Ji6FkAUMS2L3kGX+WTG6WgGNfR7A04uzgi8cKPsSTOqsiLLUmRJQhBEBGmD6i+rgjRPWK2WyLKGZeoc7m7zlR/+IZYLj+9+9yPOOiPe/KE3mV1NGOwNWKwTsgQO9/tsD/uMlyuyNEMSBahgOZtT1RWVICAbCqZjIiub1iqKxPHVBFOq2R0K5JrH1XjJ7HrFwfYhZSFydblJF57Nj1mtPeIgwjE7aIpEUhWIkoCkiFRVAULNaDQiK6AUBGpNIqtDTKdCynOefHKfj9cFNz9zk6KsmM/DTftRFMhqEISNJFlXN8bYKIhQNZNagtlixr67i24YVFHJ/sEOd1OZRTQhrTLml1PiMGG8WHB4dIRlmMznc0zTIMpziiRB67ToN1uIaUZVFOz1utw3DhilAnlZEMcxlmGS3DpCdB3mTgPfD8iyDKc7JNRbHOc5lmlgmjqjWCReZZTaHQJncyNwP9SQZIGs6qAFBsvViqzzGoIkcjR9j97xN4iUjF6/x2y5oKo2MNam2yIbb2TNqiijGuomYiFJWFsBnU4TJJnV2uPOnZtE/pqyKKnrGlmSSOJ841MqC5ptl+nJJeFqyXavhapIDIZDkiTC872NYkwQmU0nVKLE9fWIMi/JkgyxrNFUdWOcLXNuHR4xXXp4cYJlObRbLSaTCXlZUhYVlm1DDQNrSBhFhJEPksx0PGNdzujc2KGsU4xK5IWbt+hvDVitFqxXCVkaMey22Wo53DzYJgkTQj/CMm3yzCMKAxqNDkEUM+jb3Do64uR0Rl1JiKKIt/YBuL64YtBxOTq8SxD6BN4mdynLco6fn5ElCY5tIokbsU3f7XJ6fMLC8+i0WiSBR7/tcnDjAE2WuL46Z3dvm2arzXQ8QRZUciokQSHKSkxDYz5b8PIrL20YilVJq93EHN7iI38jajJ1DV2RP43jKdnb2aHltlisFgShh+TqFGlEe2sXxXaIS4FK0VEVhdlizvHYwzxf8ORyzXsPT9nd2+HluzfZa7hcnF4hmwaaJHI+WXI6XlIJJoqi8plXXuK7sgolSIKCZTmbEUK/y97OEEUWMA2dKElI05zVaoEgSXR7HdymSVlmbO/t8OzxlChO8PyAB48f4wURum4wns9ZrUPQNIoshf80ZQ/4A16kXrhxg+OTpyxnE9K9LV669wJ5VuAFEUlS4dgW3tqn02zTH3RJgpA8zzFMk3a3iyLLqIqIZZpMrycs5yt0SWS1XjJerlA7NsgyiBD6Pqq0i4Cw4U/FEddnF8RBjOtY3P+tj2n96Ot0doZ8+I2PmF2NaHQcfvRHvsJwq88HH73NYpHx0sv3OH1yzh/7kT/Gv/l3/4Znjx/SaNsYpolh6piGQZ5u2pJJkmAZm9aiKGwAnTU1oiiTpimCIFDXCpahIilwNbpiMpky3Npma9gnzVP+l//1f2N5saTvdvncWz/B1bMrvvjaLS7Xa2bTEXs7PfI4oNlsIYubVpMuSWiqgiroxGmK22pCXVFXFWmSAzVJUuB7a1oNiyjL8P8f5P3Zj2VZlqeHfWeez7nztdl8igiPIaeqysyu6iap7maTRIuE0JQEQpQeJAL6zwQBEiBBgAa0BKpZ1VXVNeQQERnhER4+mLvNduczz+dsPVxXvzJfKChR908wu3evvdf6re978ZI6qvEMm7vbe/zAI05z3r2/Y7FYMj844ic//hGmbvLk8SNGB8dsmgFdd79PX7Y9vaSy+sBSTN5dU5Y1vu/iNiqyKrMJN3SvKixbxzINFpsV8/kBo+EIXTf2ZGdNo64bqqYhytboqskuijmXddp238K7u78k3OSousHbq7dIncQgCNDSjDhN6PseVZEZ+j59muC5U2xVoc0LZqMRuqZSlDlJMOTg9f8T3TKIt1tsVeOL5094+tTGcgrevrtHURWO5hZNdo/mq2RZynFwxN39PVma8fCw5fZ+TV51WIHDLo2wu5ZRMMIvK0zb4/3hz4gvv8PKNlxaFrs4pet6JHqyNCRPYmRJJs8yyq6h6WtUVcW2HUJFIUoiVumOLNlhmTqH8wme72KZJlVZstttqduam5dvGRoOjw/P0DWZg8kYRZZoiprtOqSrBW0LaRYTJTmK5pJkDZ88e0bjjJBlmdVmzTaMef3qNaYZMHIttrstfeVSbDL6okHW9mbvvhe0bQOFBLJA9B3rhxUImTgrGHX7hKmkayRdy9VXX0HXYjgWVdXQuYLnTx9x8eoVlmnz/u0lir5H9gyCAQPfpaoaJFndp37zjLKqkWQZTdfxVQ1JCIoyZ7td7wNEfYeiyPzw+jVVWeN7PuNBSxm4pE3C7fIKQ1fxbAvfMpgOfaaTIYoMF+/eYpkmum7RdxJhmGCZDq2AzXbFu3c3OKaN57pc39xzdjrH0RUsS+frXUjVeYxPp6zWEVEU4/sufhCwWK64vr5is9ugGD3/F/UTJDGll4YoqcxAC5AkCVu1Se2C9+6Mt/V8/2oa/RlvVIc32QzHNomCw306UDeRTJWr+Ig4rzldXsChSte1yJKK7dhsthtMUyMYBqBK9PQEw4B61SHLKo5ro6kavagpqpSDwxm26aAZIUVV8rtvvyEME/zhGN20mLSCk7Mn3C/XFGbOev0/oPTw/18+J5MpctXQVgW+bTLwfN5d3lAVObLq4AceiqoyGA4QfU9eFCRpij8IODw5ZheF+5iuAE1VMS0DRVXoRI87H7KJdzwsDURbcDAacf0haaVKMs/OHxOGDVlWcng64+//9Zdc3W6Yf/4Eezxk+/o1URrz9Mlj3rz5nqZMScsNF3LPzZtbyr7kv/nf/q/57odX/OWf/wW7TYQqy1zf3VIWNW3Xk8UpkiyT5zmKqmG7Nn3XIwNyL6DvkaQW1w94dHZC2TYM271Xtm1rqlpGtDW/+OOfMZ0donaCjz864Yflmv/u3/4VTZNhGyq25mHpJrqqIB9MMU2DssxRvSGyst+58v0AXdPIypymbajKCsuxKIuSbVwycscoesfpdMx0MtpfFKqO6eExaV6T5xV5VpHsrrF0lWB+sC+0lowm79tlm92OxXrD/f2aNM8xbRfTNjDcMZ0sWCUbMmJOTuZ4vs1gPKRqSuoP2gXEfoVA1bX9XpnvYep7sv372/3i4LKbU9eC6XSGplX87odfIQsVq/ewfY+mh3fX1zw9fwS9QM0z1L7ndDbB832aumEXbqnKfRJqbOtIomY09hBFjlnt8HF4fDBgrB+wWoeU22viXchHzz5Ca3rWlz9QRjEH8znlriNRe7b3a2ZDF8k0eLhZs4j3SJy6zuj8BNe2kaqQu4d7ttqOz54/R9WU/V5d4NF3HZ3omQ3nbDYbpF4gGwqe4yKXMU1V79N/ux26LKHKYOoaom8ZjQaIvmMyHBFHGY6ls7i7xzdNxuMR7y/eE8UppmnQFCVtLXDsAd9995osL4mkGGtoURYhq3LF06fPSPIKVdIZjIYIXePFq7eEW4PRbIAzHdBHEaLvQVJQZQVN1+gbyJMMxzBRO4U6r9B1g3Ucc3l7i9bD0WTO9eUDIJGlKZoEWdniD33eX36Pqkg4vs35maDtBC++e8PTZx/hejZVU5NmOcvFCl3VmM/n+I6O62r7kJCqMhgN6DvBZhtSdRBmFcOBgh/4tBgYnco4GPFJ4HAwmzIaDmm7ivfXN+zCBPPA52GxJU0iEDKKDrphswivUFwXdINdWfH211+y2x7zx3/yU1AkirKmkTuWi5CsaGh6uLp+4LGqUTc1RVMjJIXD3RuOy9sPIStBU9ccnxyh6TpW4ZImOc03v8G9Dvj8+Jgsjfn86GPOvQ7R16zbkFqW+Opvv6brJeyqRjUURN+QOAdoAxUJgabI3N8/IAQkccL541MUVUNRWixDw7QtkBTKsqRvat5fhOi6S5q2rLchrT1genBCy4K2FwSWhRanZHHGxeu3e2u68Q+g3Xd3e8Oj81M+ff4IS5dpqgLbNOjajq7NcS0L27CxbZMkiambmqbruLu9I8tz/uQXPycIAnZJxHASIBBUmorUSXieRS/pNE2DJGS6ptvzxbIC23NRhcLt+7ccf/SUTw6nHH98RodMnjd8/h98iuFqfPfXv2W3XdN3FZORj6ChKhP8kcEP3/yWOI15+ulz/tX/9F/xr/9v/3eiMMW1XAQJeVkRZzm2tddlq6q+/yF3HWVR8uj0mKrI0TWVKEt4f31NGCZ0SBRlyfDRMek65Oc//VM8w+Nn//QL/q9//iv+T3/+5xR5Tt9WdG1BLsFoMGQ2Nbl72GErKkrfwx43x3gyoKlrbNejFwJb1airiqiF3SrEdV1Ojk/wLRtbAl2Cm/sFy/WGphEohsfB8RmibdlGMU/PTymzhK9+9zviqYPuafQ92J7N/YtX3N0/sNnF6LpNWVYoqoyha9S6hqVYjCcexyeHSJJEG4UoioxhavSNhG7se+VJllBmBbc3dzx7+glf/ORn5E3Li2++I7JdTNfD0DWGswm6YZPEKb0iI2kqTVnhBkOEqtHXDZqisr694otHZwSeSxjGeyFinVKUJZ3oUT+0W2ejEY/OTjENmXC7REEjcA18x8RzTXo6ZEUGRSavKzRNRVYlbM8mzQqurq4ZH87oUVFUHaGoVGWGqir0Tc3BeISlGSA62r5DUg1c12Ew8GiqiiTP6eoGRzMQvQBZoOsKgeFjZzrD2RhD28eGkzii7xsenZ1gW0dkWULfC1RZIvA8mLUoskwcJhRFySAY0CPI84o0zLAcj7rq0BQNw7TRdJMkLFCrnCND5+Pnn7Ba7yjqAsPWmR1MWKy3aI5F03cg72PifdsjOkHfdLR1R5kUbB82NGWH7lp4gY2kanjuiCpKuHy/IIxCvMEEw5L4/u0dSi/47Zf/BqkS/PTHnxGn6316VDWwHIeyqvAGPkcnc5LsDtf2ODqcEngaiiJhWBqLhwdGkzHj8RgBDHyP6PaBqiy5usrxvQmV6eHoCoFnM5qMPlzgCsqqYDAcEsYFq82GvHKQ+h6BQhGmpPmSpoWLd1egSNiOz+X1NV1bcHJ8yOHhlDTPKTSPTO746sVLXM9lF4U8kveUlnV4yTaMCCZTojKnKXOmwyGu45BnOQ/v3lO1HaZhYZgGZVmy2W6p8oyr91ek0YpH5ydcXd+xWyUsHza4joOiqYwGA4aTgGA04rWqgNinI5N4ryjKy5T7uzvG0zH0LePpEEXR2Ox2uK6DZY1YrdcsFlvCqObufkc4GbHVE9pekGcZQTBANXQ0uacscoqywXPM3+uc/4MuUi9efofp6miyjCygrktUdb/j0zYt/sBnt0lQMTA0BUmWOJhPydKMut23rY4P56y3K/yBS5HlrLOEtM+wLJPBwOPkYIYpZGzHo6w76rrl62++p20l4k3KZrnl/n7L9Mlsvx+QpsxHAYeHQ+5HA06OD1hua9o6wrR0sgLCaIntCIrdPdG1xe5W5T/9Z/+Ur1++5NVXX2Pp9j5dJnrKpsGzXXTDoBUtou9JZBv56CPaJGUVhtwmKVJWoxszJENgGjpvSgPNntI++4z3V2sC1ee7bc/rWMKyAmxPpxcdYbilrWCUF+TpnjF2dDSjbTUUBVxNodds8jzn4vKKNEz22P/DQ1zHw7Zsoigi2+2IVhu0XiIIRmR5jaxoNF3PbrNhu9lydDDH1BSSOKaRFQq34Or6Bln0tEJGVRV++ctfcH235P37a5I0Y+BZ2K7PCoEQHW1bEcUhqqagGSqm6SBL+4pqOR1tL9O2MrpmE3iw3kU0isztYk2UFsieSl2V3K7fI/k9SZExmEzoJIlG9EiqhixguV5D15GlKaqisAt35G2NbTsYpkmzCynKgjja4ugaGoIs3c94+l6iyGrKIkZICqZpcHgwpe5aHMcAqce1LcbjEbphYF0vuL1aMD48JJgM2S035EXN7OkZovbogoADMaPf3DAYeOiaRtfUiE5lMAiwLB1VFiiSII1Czk5OP7TSamLDoIhW2F3NJ588RlcFMhDucrIkIk19Br5Hpcr7y0vfMJse4HsOou/3y+VFRVl1GKbBeDCkqSTuH9YoaLimwsNyyW4QMrVMmrLj6xffoJsWZduj6TrjkxnmyIcLlVbuSKIUIanUSUmR5ciSiqzWaLpCMByS3MeYtoqpGHSNoNVldE1BNmzS9ZK+Vfju2zeMJgG+52AqGnWpoLaCr755xeMnB1heQJ6V+IMxuzgjbzpub+7YrdfEUcrJ0YCjgwHj8Qjb9bi4uGa5WuI7e6uBaegcH85oqgrP0rF8G88bcqRW+J6Lru/bysv1EkWROTg+xXF93l2+QNmqezW7JO/tCEjUTcditePRs6es0wTV9wgmMxw3oEWh6RVeXVyipK9J0oynnkcnK9yvtlxdXxL4AeODQzZpxuVihW2qHHsOfd2yWW9oO/YzJGSEUgGC4gPqaZfkhHFEXjR89+0bol2K7wfYgU+cxRRti1pWaG1HAyRNy93Nkrrtmc/GzA7HqLpCmmUoMmiGQZJnGIaGrMpswxDfG3B7veH44ITjwuU277ha3CAj7RX34gOuLUuZzqdE2wSp+/2GUn/QRco1DcajEYHrgdhTEbI8wtA02rYiDLekcYyqdEwmE6azCdvtDkn0ZHmH75n7lJEkCBybwLO5qGvCLGIkQ5bkhHqEpWh89fU3yEJClVVu71cYmkWa5ERxRhJl2JOAh1XI5tUF1Ke8/+GC7W6FaX4BokOICsezmR4FPH56yvW7e+5v16yie4bemN/9m7/kH/+r/5yv/+4FddGjomBoKpL40LeXQdBjuw7FZ/+cF8mCvtKR3QOaqUnfQ6ful2dzBWTb49n5Ge3BKZuNzA8XBT/+5/8xt63Den1N69h4noMxPuXGmaMTc5MHWLZF6g9A6jBNg9h16PqWKCnYnJ2QjXOQJZaqRre753B9TeA5LO+X0AhE2WCaAYdHpwzHI25ubrhfrJiMx9iOy6u3F1RVydnTj0CSEUKw3Yb7m3ldU7cdfd8zGe8p4X1XUjbl3n+k6Si6RNNWIGsEg4CibJCEwvv3t2RJCahUdcV0OuZhs0PIEqpj8+jpY7Ikp1EVxtMRhVHw9NTlYj4hikuELJEXObpiIATURYXomr1P6NFjxAfdRdsLdM1AUzVs22Y8HGCpAlE35GnMX/31XzIcewS+g+e6BAOPRoKqTBlNJ+w2EU/Oj3l0eoKmalRFxuF0wH/2L/4JcV7RCJgMfS7CW+q83GNpkPbL0dJ4H+jQFQxNospiElo8S6Xtapo6Q0KhFx2e59H1JoqqkdcNZ6dnTEYD2rZg9fCA67v4rkvXdWy36z1TT1MYjQN0XaFtoe0F0/mEvKpJswrDsJE1nSRLkZAos4KpNyMzKsIsZnA6ZegckyYJRdvy2y+/xB0NmExnCFUCQ6LtG5qqwrA1mrKjbwQIEG1HbypIgKLraEJFtB1SD2VeUSsCWZHQbAtJqEj0LB+2iFahMjpkoSAUmb6uqHqZi6s7ttuI9zf3hGGMrOqomspsPiJPMnRV8PM//oz5wYTtNiNPElzbQtd00ijc25MnI26urziaTtAnE5TJEbOuRlUN8qpEUVQ0TUdRFaIoYbFaMZnPsSwLRdEo8oKqbpkfHpGUNzz/4gtUTeX7yysO51PysuPdwwY7MXm3WPL2PqG4fcXPPv0MTTeI84Ltq1f4foCQVLZxxm++/45OgfPTI9ZJgtT06LZL00vourUv+vLea6V92FGq6gbRt6R5SzCaMZ0dU1UVnQzBeEwwHrHeLhGayU2z4O/ff8tk4OD7Aw6OjxmNA1AE2/WSQeCBJO0JGB80loah47kevufz4sVL3jyUdLPP6JFomwpVVths1ggZ4iRmOpsgBNxdXf9e5/wfdJGSheBwPEJTVO7uHnjy+AmyLOO6DsgydVUzGLiURULXupimgkSN6+rohouta2RZjiFLSF1H4NhYhkkXC/KipJIEpqrTGjrL+yWu7eI5HlHVoVQVCBknGDA7muENLZpG8PLL72jDnKPDA1aDB3a7FQdHhzzcJdRdgVS3zKYOjz+asVjdET5sqZKUrhCEF+/4r/+b/yX/+//d/xlNVZCqBtPSkKWepq0o8hLLdrCocV/9JXkYM5mMeOzpvL+6xDEc4iRjMnL5yD/mYLvlJ0nAzx85hDfv+NEXn8G05e/fvcVuFMplyVBTSX/8X4E34nx1gW8oSMU9eZ5ycnzASBPEScLI0lCjiFjOKeoGS/W5OfkT3OuYrqgY+mN0RafOMgbDIbP5jF0cEsYhh4czXMshikLu7u8xDJ04StDONYRQsGyH0WjC9f2W7158j25Y+MGAtmtYLxMGvos68PBxGAxsXN9GAJppkGYNtw/3fP3198iyzqeffEbRww+XV8j0PP/iU+Iiw/ddbu5vqOQZTmBhWQZtW7FZr2k6BSHAMCyavKTMcmRJQlc1ELDYbKlbH1lVWO1ifNtCUf+/VI6Og9kU1zBQBRimzP3ygaLqKIoduqmja/p+SdsxEK1NVZR0PfRtw3Q8oq/XmLaCYxh0is72+Jgvv3rFxcv3KK5OfZIidIFp2vhuzfnRjJP53h+0C0MGnkOHjaGbrHchZZlTliVZUbIbOHR1zXYb8e033/H02TmqYaLrBpPZhPVqxTbacXx8TFnXZFlGVbf0oscybHpJYnowo73fcL9astxuQJH3fLm2BVXGsS3yNCGMFE6GNl3XYqn72eBqs8MLBvjDgD/9s1+yuF/x9t17wl2C4xjYts5oEuANPWzPIl6FXDVXdG3LWB4i9xKypv77nTJJV1CqDkMx0AwDCYUoyUnijLHvMRsH3G8jkqqkbTqKRmB6A5I4ZTIe8fz5ASeHc1xrT3A4Pppi6jJ912AoKvPZjDdvXrPebPA9l4erS3xdxYpD0vkXqF1FkVZoxghV0njIFwTBgCKt2RinzOZzCsui76FtO+qyInM8NjOfaipIqprdSvB+u+O7RPD31QM9UHgTrIGCEjrMjw6pm4abxYLJdEJa11xc3YCiUXYtmm7SSTJND6qkoBom5XqH6PcL96ZpUBUlKCq6ZdE2exJ6kmXopkFTNay3W9yBh9p1LN9cICvQCJ1Un7GKMoJBgOV5vL245P2NgmXrFFnM8+efoJsKiqxSFuWeUCPrvL245JsXL/n2xRVrdUA5bKjbBkWSEEBT18RZSl5myKrO9HCOqij85jf//ef8H3SRysqC68tLLNvYt/eCAVVdk6YJhmmiyALf8lEUCVmW8RwLXZvR9D1FWVJkCXIvODqYomsGd+kVlqeg6xKebmJoGiDoejAcj7xokdWWH//sF8hCJdtGaKbJi2++509/+WM8WVCuV1wUN3z8/CMmkyHb3ZLh+ITTsxOycoGiQlllGJbOeOKwvFux2iyYTA558duv+M/+V5/wP//f/Fdc/dUVo9shZZ4i0yFLEqam01U1pmEy8gLKOMG1dX75R5/z08/PuL154N3bG1xL4mc/es7Q93jxu9/geRNszaNTBZt4wXg8Ik8T4ihmdnSAZVkc2jXHE+iaGD+w6WwZX88JFIWNFLONYq6u3jAwHD45PMS0VCJJ4U9+8iPaqiQtMna7GHc+YTTdc+Nc32XgOiRxQq3INFXJx0+f0jUFpg7rouEHPWB++IxFVvGmH9B9WGq+LXraVtAaU2ptRK8EvK9HiK3A6yw6OgayzeurDdfvUkr1hLPzc6LJEcvNiutdi65I2GLMbdzy1W7DlTzBMieUZUWrGvzFX/wdbd/vuWqWiWHo0PbkcUbZVPSGhKYp6LpJlpXI6j7VhxAEw+G+tdfWJNGa8dkJhqYwGgaMJj7393esV0tkZa9hD8MEP0ioygpF0mialiwtaOs9z3Cz2iBrNi/f3fP99R2G71I0PZ8cn3Kpqqw2G9JkRRxGyE3B0FE5PJhiOyar9RbDtHAda699yCvyvCDJcuqqQVc1dmGMpsiUZU+aVqRpihAtjm0TDEZUdUPTttiOjaFp1HWNaZuEUUocZ9ze37ILIz777Atsx+H6/teUouF+s+L5Rx9xLh8jd1t2mxhZktBMk8l4zJHnI7qW7XKFbdlICKSu52g+Q5ZlVFVFNWUMS8JWNZJeIvBc0m1GXVWItEXUKgPvgF4HrdfJ84jpwYSirthuI9q2o2hqbs9/Tn16jpDYL7SqGpIs07YNVVUR2zbRaIg0hV3XsbV0vt7aVEVDcTgjjhL03qA9OyIZxvi+Rzr4Ma99l65TSR5yvtKmaJqO3EjosoVy+JSyKAnrBC84xoov2O027KIIuYfnHz+nqwo8W0NUJRcXl0wHPross7pfsglTTMvELiqG0g4r8NEdizyO9i8VWWIbJyR1j24KxuMZu2hHWVTkVoMoK3bbHVLXI9MjCRVd1kiShFIItDzH8z3Ozo+I45jF/RrbtDEtg6ppEPJ+BUZXdbKsxBo4/PiP/4SxZzKbB2xXC169+gFJEnz85BFZUmKbFqPRhDevf0DXNLa7LX/1178lTmpM32dgjmk0hb7vGQyHqALqpqJuW2RZoaorUHKarv29zvk/6CI1GE/QbZOyLjB0gzjJkFUZ2zHwPJvZfIaoGrbrNZZp4lg6ktxh9C2e49OWOVGc0FUli3WIY3sMBgGzzsfI6w/tw5Kq7jmYnXEwPaDvewBGgxG3TcGf//l/C53M+ckcz7FIox1V1wIddVtR5CE3tw2/+OUfc3vXkRdraqUm8Bx+8rPPGPlz/u5vv0XQofsm3/7NX/Psn/yHfPzFZ7jJC77/7ZeYqoEsCTAk6qalzHIk0XM8HXE8G6KImtODMa6p8uh4ShyGeK6OoMWzFQylYXroE1Uly+0WXQjquiDwPPqu3+9eVRWq3KOoEq5j4M2G1FXONlzTdT2ubXB+fMImTrm5uCQpGnZPp0Rdgm8b9E3N8WTEeDgkq0ravuHu5pqiKPYabX9Ga5mMhnvYatupfNYtuE4Vvl+8RwjQ/RmiF6R5sWftDQaUVUaueizDgmQVoekq09ZhE0a4S4nbm5zVsuazzz4n1XWucoE7e8TEDICOf/f6lsV2h+u7TD/9I6o4Rd/t+DJ0Wb654TgYsQsjZFVhG0ZkUUoc7vZED8NEqhswTIQsIwRosooiZAzFwDZN9L7H1nRGowBVgyjeYBsWJydzTo4njIYBILF8WLHZRCiSzHQ64uHhiqYWVFVF27ScPnpM3Qv+zd//jk2SMpyNSbbbPSG87yiqij7Lccw9ST7JcqTlik4IFE2j68AKbCxFZ5fccHP3QNeBcPbb/z09q+2Gb1/8gOda9JQEQ4ePTo9Yb0Iurq7p2o7D6SGubrGOdjjBkFr0dPKHmZ/v8/b6mqwouFkt8edTtlHCb7//Hu8fP+ds7OOVDzR1zS7LOTo5ZrnZomg6mqqQZDlN3e4dQ7MhaZYjaxJt3xOuI0qtpa07Pv/iMx7uFxRlQSftl9njMEbVdDzLQR8ptF1H86HAq7KMP5oQT8+Yb15gKAptW4AQSFKPa1lomkoft7itjdSzTxDmEm6mczCfolkWOynn1euvqaqa4TDgyJ0zOZtzcfGG69tb2su/YDAY8Itf/By6Ds8f0Au4XF1xcfvAt/NfMty9Q6Fh0gs8x2aeX7NcLjE1GVdTicobrm8XjA2bJlqxvF7QaCr9aEDqKmijgK9ffoMpK4zHYwajIat37+kVGUXfX6batiFNMzRJZuD6NEWFoWoYqo70YbE/cH26ukZ3NE6PD5BokKSW4+M5lumgGTqLzYYkywGJIinIm55iUvH65i3fZTGjkUNfV2iKznAYsN2mWKZNkVccziyOD4754c0F33z7jijuCEYHUOR4js9K6hFA13Y0TUueF4CMJO21QmmcUOX573XO/0EXKds0CYY+rjHBNk2ariVKE4ZBgO87+0N1uSTcrEmThMl0QpZnNF1PnZdYtovlONwtV1Rtj2wY1HXF07MDjowpYZhR1WC7Y6RWZ+gHjEcBq4cHovWC95fvSauC8WhGr8jUXU0rNTiuSZKF2J5LrVSURU6apnz87FO+/OqvkPp9yINewvJ0vMBhuYw4OJxRNAmvvvo1zuyf8C//Z/8lsqTx5d/8O3pJICsyumnvzbBtjSIESZqyWncIMizLYDoc4jw7oW8Fi/Ud08GEgT/l/KNzEiEzHQ2RypqmSqjKkiIv6LqONE0p8pyz01MOjiY83N9imRpTZ0ySJozGE2YHR7y6uOJ1dsnB2GNt6Ni6yvnxAZ6p4lgO2zDi9vaWqmvJ0gzaDtt2aOsG29Y5PNjPEIXkMI9z0jTkXXqDoRu0ec/iYcU/+elPOD6Ys16tuFxfsKs3FMaQs+0LmrYhfplRpAWFpDM0XYK24VEoMZtPsXGQchmhtiw3S7psQbW85dw6YdgN+PW3v2J3fMyuOKYTMsgymqaSFjmbDzfSyXyCIiuoqoYsBI1oQZIwdY3hZI4uS+ySHXGScKTKzGcHtF2PaukMxmPWiwUeBuPRAEnqkSWZ+XxGnhcMxxO6DmzLZZsnlEXL7d0dmm6RljmGqXB8OGE4nXGvCRQaDEVGlSWGwyFDx+P4dMrJ4QRJ9MRpgmYarDY7lpsNVdVQtz1lmbPdRhTOY46Pxnx++DnLhyV1UyOrGofzKcPxkF2S0gkZTTVR6aiKil0vEScZg7rlfrHC0Ezejz7jVhpSZCm5XtJ+tg+ZLPUtkujxxIxl2jIxBqiuQqbVRGrGut/uX6vafnleDzTU4w55/XfIpUTX91iWTZk0vHr1Bt/1qe0KyzE5eXxM3VXIQpClezVEGiV0nQAhUZYlXddi6CaSYrCrcq5f/o7AMbFtE0m0zKdjBppOXaakWUayEeimieN6jEdDHEnwOFBANARCZfrFI15884Jie43i9/hjlSNf5uHtFpoa3RQ4TcR8NqXIYzTNJKTCbFLkrkHuwLJMNGO/XNt2DS2C71+/pegFuyglyzMcTeX80RG2IUMnMGyTWoWTgxm+aWBoe6KF77nM5lO2SULXtkThFlmRCaOcpumoq4au61CFQJME2S6kyPet3qPDQ1zNwA90TFNhOvZAMtmGBZKq0ssSQvrg+FJUkjJlu92S1yXDR2OStiSwbe4vFqRFzh/9+AuQNH71mxeUFVRVycvXDzxsK3TDQdF1dEkga3vody8EZVOh7p+2+/SoqqAgU9Ig/iEEJ7qmoUoSfvTR54DE/WLDbrvDNg3yOOH63VtMY0+U0FSNzXrLZrfldrkiThMMy9nfxnoJK/CIswwJwWzo8fzYYbHY0AmV1SqmajOypEIVKeFmxXob0nU1nSThDH00w6LvKxQNbFsmClfMj864vUyxbZmbq/ecnZ0zn864ebhEN/aU8Zu7e4QsEScxq+Wa6WxCHq9Z129JyPmf/Jf/CZuHe16+/OFDC0bQdB1126MpEg3Q9IK8ami7mrpMcaxTBALbtKgFjGczbMdhc7/ieOSjKyaSVBNHCWpVAzJ1WaOqMsOhj+g7dF0lDEM839vfSPuOLA6R6fgP/vE/QtcMtumMI68hDtfMpxNubhZESYqmG9zdbtBkjWePn5DGEXVd4gcKg4GLaw+4f4i5ur5BKBKyJiOQaNqOxXLJ61c/0NYVnWjpFYXbuxXu52fMDh/xw8tXXF+HtE2Pacr4hoGhq4iu29MOdluyqkLWFb578wZnOkUoKkXbcvPyB4Ri0UoGlh9w+OQxXn2P6ztEUY4XBBiKjGva0PdkRUEwGKBKMghB3/VkdUkkNSRlSdLV7ETDXRry/HAIskoYbinKkunQIQg8ED1lWaEbGqY1IS8qNg936IaNbTtIsoqfpNzf3VN1DT/90af0kkbd9Wxv3zEKPNTxkEE7pFvd0suC91fXLB5uOZxOGA2HqKpGHMVYjrU3+Zomk/GE8WjC9vgYx5CR+4zNdosCBIGPYTtUTY8tGyxWN+x2EaPhmDgvuPnhDYZjMalrFqsVkqyTn33Bz3cvmfkykZISpTlv3l4i396hKwrOzOGJvOE//cljirzgN2++RagGdduRpjmGbVMUGZPZnG8mv8CuAnRV4X6xZJPsGLsTQi0m32XIXUeSxgyGLrIsWK3WKJIGLWRpRlN3BL5H4HsYuk7bdri2R6iZnB4cMT0YUVQpebSfzwnbpG5bug+8QhWJOC+wNA0Fk3C343B+iCSB66rM/tmf8u2331JXGZIsePL0EbKiEiUxuqbuLzCaTpaHKEqLquwNyVW5d1uN/CmSLKMoMl0vmM0P+O3LH7heLhGSjO3YtHVD2qUcHM6psnx/WVI72rbEcQfMpnNkIXj5w/d79qXrgKSyXCyZzGYMx2OWN7dk4ZYgCKAHQ5XRfJeTo2NWqxXT6ZTZwRhd1yiylLbrSbIdF+9v8YMRpm7Qtt3+O6SotL2EPZjQ/cn/gqUloXsOcZiw8h8wDQ1mR6weNqzR+fv7EaZp8kMvKAbd3hbs2wgESStxSLE3M5QlmiTRdBV9L/C8AVEcE0Uxfff7yTr+oItUMHCxFAlJkthst4TR3uq5kHr+6KefI4mOvqsYDwcYlk2SZGR5hYRCEExQbYvVZl+4fE1FAHmZc339wGP/kNHQxLJ9DAW+//6KtopJYpk4ykFRMJ19y0dBIPcCXVFRVYndbovy/hUC6QOFOMJQdN788C23t9c8PNxj6CrBaADAm4vXdK3Cu8tLhuMRSZLSjEqSu2s8VcexFdq2RVUNeiEhywpJlkFXoyotmlIgyR6q3KGIjoHrUdc9gTckGE2Yn5yyWG353d//GltVebi7Is1iijRFMRz6TtD3EvSCLEnR9YCu63A8F1XRsGwLL3C4Xa548/qCrgVZSBhHZ9RNyWq94fZ+zS5K2GxDkrwgLxvSKGE8GpHHKVUe8otffr6/DcYpWZYjqQpO4JLXNU3T0yPz6NlTkjjhzftL1rslRZETO4cY5pj3u1veJjqxPEGyFFrLpgzmHB6OUedTUttlkUIhWxiWw3V9i9+4LDofTR5TuA7bIqKuTFo3oAqveDIdcXf3QNc0lFmKPRzQ9i3LhyVCEkgyKJKgKkpEL+H5Poqt4Pg+G1Vhk6SswpizovpgYK6p6xrX9z9oK/ZaEN03sU0TU3PZrWPapsN1HAQNk2mA6CUWiwXhcoFj+wSuyy9/9Blnj874G3WMXQfkxY6iq3B9F0OTyesat6mp+5q6qSjDmsODQ3zfZ7lckhcVfVchOoWqKTg5PqKu90P0qm7QDI3buyXvr+9YbbYcNYLRcEAwO2AXR4RJhpD2idGqLBj5Nmab06qg+hbJ2OXZ2c95uL0hNmRcWcJVBS01P3r2iLzpiZKMRV1B02JpBlrVcv3uPc5ugal2RLuUJCp4yJcki5hg4PPJR8/59rsXpFHO+dNTkl1KmTbUaossZAxTRUigmRre0EWWFG5ut4iuwzFN6rrk9OwMlWN2qwWO46KpBo7d0vdQtw1VVtD2AlM32aw26Kq8957RMhwN+af/7J/sZYqaTlEVFFVBL3omkymGadE2exdaW/fkRclqvUU505E/cBybpmZkGmiWyWqz5fD4CG8yoROw3u4IowRVUWj7lqos8XwP0zGYT6fYjs27i3eMhwGaou4lpnWD7VgMBj5NVWLqOo8Pp0w8l/nhnG+/fcHQdZg/fsTDw4LJaLhP1Ektq/U9b9+8Qf3w4hSSSi8UVH2/Y6ioEoqq8HB7yXT1f2DYfcTk41OGk2NSbcfsCxNTE+weXhK/+C2zrKF+2aENPD7qO6K8xC4tHjvn2J7J4vaB6P6Bou9pmgbZ2IO8T06O0DWdpu2I//LvPqwB/fd//qCLVNd1LHYR3bcdfbdHBp2cHPPxR4+wLRmp75BkFcs00XSLLC+Yz2f4g5am79FdD8sfkDcdaV5iOyaqbmAPRuyShJEiY3Q1N1fvSbMERTFIkhxF0RkEPoGmAiqT4YAiSdF8C8e1kUWNa6os7y548uQRBjbBwCTcLdgs10hCJglTHNvn+OgUTf2e7SpBN0wWizVH52dIkkJX12ThgsfnB/z6N19S1f3ecaOrDAY+RRLStRWeG6CrMoYiIcsaUZIzcANkJA4mMzRN5/rymqIqsGybLA3pqxrLtrEHYzRdg1rC8X00XSVNMsq8QlYlJFPGH3j/Pv1W1gqtkNFUlayq+M2bb9muQjTToq47eiAtaqIwRxYy202IqSscHh5S5wWyZdJ2JVVTsNwscPqavKwQvczrN+85PjikqVuiJmIYDNFUmY9OJ1xv73nbuNjPf4naNJRFgWFoDD56SiF1XPYCJZORvVPqXnCzWnEnzXl1XaB7Z7zYgCJZpLKGGhwhZ2sGcka06Ri6AZJQSZOYuqqpRYkQHQcHhyiqTJGmFHlJlZXISHiSh2gkRCNwNAepga+/ekHTFvzos2ecPzrHcRwUScLSbaIuou968jRHkjV8b78Ia9o6hjXEsiz6tqPMc6amgYyEbZscz0d0iowkOpLtiioJaVSVPoVSwOFkTCfAcz28IODudsV4CFVVkafpB0iwTNPkLB9uURQNy7QIRgHPnjzj6vqWt++uKOqObZwznAh+/c13NGWDG/jEL77Ht2zKsqYsS1qp4s3FKxRN5fD4mNk4IM8rTo9m3AUe575BlsZkcYxqmPiayc3lFeluh6aaPCxWTI9OMUZPMBSbqthxenROPWq4v7onWoQUZcnVzQ1N03J/+4BlGdxf32PpHqraoxsawdQjSUMmBxM0Q+fy4ppNtKbtG6IoRKQtdZVxcnjAZDgkXO/wXI/j4yPKsuL+YUklCqqqxnIcAlclCHz6vqdpe3bbLYqqUtYVjuuSZ+keq1Y2tG3DerOhbTvaZh/uMS2LstwHTezWJ0xiWiGYHx6y2KyJk5QoiZF0A0mS8W2XKq8R7BX0ou84PDigaAoWdwvyOGU2HDIZ+ISbBaZl4ZoWreg5mk5Y7ba0ZcrHZyf80WcfcXN/xZ/+0WcYqs50OOFwPuHLL79ltbynKHOG4zGa4dN1gqZpifMY1dTxHZ9RMKQuK8IwxLQMpuMBH80mvHn9hpdffomuaphfPCZXVKqkQe0KqqJC6joMLExToa1b5C5nfXvBo6fnSGXM8uEGBYXZbIYqyxiGjmnoOK7Lw8MDhwcTouofwEzq/v4B2zKJ45KmqZFlweHRhLpOcU1r7+35QAYOw70SvOkktpsNmmbw8vUbsq6l7EBSJND2W/5hXvM+3REnOY/PFN5f3dD0Fj3QdgJNlvYCtTajqjIeP/5H3N5dYZmPsU0d3xwyGXhE+RZDCRkMPKoyZ3W/IU8KDMugbyXevb3ED6Z8+vxTNpuvyKuW69sF9miK8ARt3yK6BtOWcVwduQDD1Un7Fn/gcHA4IN2tGXgO58czZKkljhLaukJCxnY95gfHxLuIrioZ+D6SDGdnJ6x3EWFc7vvadUNdN/jjAMd26HtB7daU1YeUm+ipu3ofad7GZGmBbKgUVoOkG6iGRRhnTKZTwl3Cw/0KQ/NQNAjjhLPDCaZlEkYxY1UHWf5AWvDIsor3729JooyybFjdPGAbBk+fnfL00RnBwOPd2wsG3/+3HLoe+QcxZOA6HI5mOFGCpIBpW4SbHVXVc/joEf/d1d9TXF4TAJ4Ycnu9RJIU1LZjJJ0gsfeGlVmNaAS0DSPfQ/qAV5oNhyiaxnKzxjUdJB/CpqdMc6psT6VujzqaRpAkBQPPRtdtqqplOPCpq5q2bjB0HUVS9woR2Eerx2PCMKRrG3TTYGS7/PDyO9yhh2u76KpK3/e8evWKJM+4mSo8MTSeffqUq8UGVTXRJBXH9snKBjmvQdZYrnaIHj7+6AmOZfD8+VMk7Yjk4ZpPnz9lvdoQxSmOqfObX3/Fb7/8GsOxmR8e4FguUZQhyzqSJlO0HV3ZY+sWhqHT9S33iwfmkyF1UxGHa9IkpMgbnPEEWQKZFl2VcV0LRbeQUNmsFxiaztHRIX3bsnp4oLJrBv6AX333AtfPmU/GnJ0dMx6MuHz3HtPSefr0KXkWY+kmIz8gS0viPOPoZMJHj0+YHP6INIsAgSQfY3o+3zt78WCSReRRSumliFJGQdA1NZosI+kanm3RVxWLhwWWIvizP/0pnu/uLbtdz+3tLUGwD0W0XY+iGchVy2Q6QrSCNNrDe03ToWlKsiJnPB1xo+zByYqmECcpqyTh5mFBmuWkeYYoK1zbo28aTHkvMizaPR3lu2++4/D4kOHQw9ZVTg+naKqArsa3NEbjKW/fvacrW8auw2oV0dUpGg3nR2MmszlXl7dAy2w64fT4kDRLuX3Y7OeLwzHbbYjnOExmc2oaNMvANC2WdwuaqubzTz/j6OSQoq349ps3pEWF7zoMHQddlzmeH3F4fMyb5D22a6PZJkL05HmGkCTiNMRwNFzX5ItPnxNvIoQEjmMxm05pm55oF7N4WDIIfKr4H0C7bzwZIdoO09DJ0hhNA9tS0HXwfRtNU6jqhrquWK5DhKRhmAajkczdwwOKqrNbrukMneFwQFGVRGnK1+/fErRbnhxP0GSLh2VElG1x/CGu7dLUBRfpO8ajMV3X01YlddehyDKTgcfZ0Zibmxui7Qbl/AhNM8jSlKbtkGSDPKkQKGRFjqJ46KrO51/8iC+/+Y4wK7i4uCR79pRlsiHPYiqhUlQlvVDQNQXbsiAUe36XIrPbbnl0PEN0EuPBBMu0KPOKo4MzFM3k6sVb2rpkOh4AoABpWeE0EmHZkeclm02INFbJshJJkXBcl7ItCQKfTuw1IkXdst6sCJNDXC1A1vbkiaaRKGpQNJOijqjqnqrOGHgedSWI8wJ/7DGZn1A0FW1TE4yn5LLNr//871jebjBQ0HSV4yeP6euStCyYzKe0TcqjR6c8e/aM1XpFnmYI0TMaD/dQUrXDG/iIHvq+o2lr0mQfChkcTmhQkBSFaLfj8OAYb+4jgKooOByOaLoS+h6tB0tW0C0Lw7LIi5JdHAMSZV1zfXNHnmQMBwMkWSJrW/qqQjNMDN9DqDK+raCrCtc3NxxNZ7RNja4bCElGQkZBJgpj8qSirCpEL+hjCT/wMB2b8WyC6PoPuKAOAQTDIYEf8KMnn+F2Ge9vHpBlHV3XaHuJNCtYbELWqw1CUmg7QVXV1FVBHG7ohnNSc0x/eEwuHkjkHZF/wu9ebblTxpwdPmKhqSxlCV0y0X0dVJWLqwtm4zGqMwPREysea3NCI7dYgY6p6ehBx+Z+yUXVErUau82W87mFY1skeUGWVpyfHBNGKevVgp/+7AvWu5RXqcSrly9ZLjYoioH7yGFxd0O0i8iSkOU9nD8+3yORRMNs7BNpMlmeM5sH1NUOrbeYBBYdgrLOGQZPuCpNFBken51hGCrTUYChKmiyAn1PWxfUVYNnG+jSiLkf4HsGaZZwc1egafv5lh/46KZJlGXoLeiahSQyRNsiyyqT8Zim76nKmjBLiNOY0XREkqU8bDYMHJOoLPn65fcosowkA/JeTVLlOTIyB9MpbdPR1i25rNHUNZauYyiCoWtAX3E4PcD/s59zdX1HlSW4pr63+2oq6faeg9kY2zNBVlEkgWMZpElJpsTYls3h7IDVOv4QWnJo2w7bcqmaClXIqKgs7hfwIUjmOi63N3fcRFt028XTDEzdxNQ86jphu424fbgHCYJBwGQ6ZbVd4noO6+0W27P22LY8ZzYY8eT4lIv3F0iio65KJPY2dUVWEKLBc+zf65z/gy5Shq7jj3xk0aNpEoeHQwYDDU2XEX1D0zYIIdB0la7rGE0OWCw3CCSG4wnb4mZvpLUtkjyl7juaMTSqwTJqEPcZd3ff8v42ZjKdcXb2hCSJ6LuWN6/esFitcR2b3/721/yjn/8C15A5PZoyGTqslhLhOuTF16/xA5NB4GFaPg/3d+R5yVA1WS4j+l5jtY0xvQmz+QGL+yU3D2vkTzRsJyApIt5cvScYDsnigrvba9RPKhzTAlFxMJtyMgvw3AFpHNHUPQejAUdTj6PTx9ze3JGXKY5tYZoGeZrt5yqrLWVd0NQCIXqiOOXblwtmU5/HT86QZI0ib5ApKC2BpCis1gm26zIajXGH/t6ouun59eiXpHLCcDgmMVPkJz1VVXGZZjyoCoORxxvd5mUxpgeqtqVKGuLMZDH/R4hRB12PrCokvoepyziOwb/1HmNFlxzd/j2jwYTtakVZVkymE+ZHh6x3KwajEUgSkqbgDSegFQhZZjSfcbNZs1tukWSNwB+y2+6QNYUoijiZTaHpUYTMeDQiy1K6piYLY/I8p1OUvSrdsNitd/Ts26HTgzmO67AOI1LXpbvv+OqbF/imyiePjvjk6QGepVDVLY5t0TR7qrSMQprtD0nL1GjrFiEEeV3R03P3sABZYjIa72V5QuLZx09w3YCL2EaWGobBgPlsxs3dgtvFAs/Zk1bCKCZJEo4PjtANhYeHW0xN8ObVK5798QD75DMWkkQ1lHGGJ7zNBeXgkJEzJ+xgFyfYk3M6FG63W6qm5OTJzxiNBuzqGkmRiTuTlXARuox9MGGX5awWG6zZI5I4ZlyumFkNZSHjWzZJlLDdRNimwfHxIS+/f00SbgmcAVN9xNgfsptOyfOMcBcisTdSG+c6bddRVft2c1UXNFXO0cmc05Mj6jbDNMDQe5D6/UHXDbi5T9BUiYPpCNPQqeuSIs0wPZ+u7/BcB8swKOuSqmzxHYWuqjg7mWGa0j7oNJtxv1hwfv6IsiwxDJPpdL4XWzY9EhVCNJiDAXVR0Hc9q4cHxvMZtWySrXJ2acK7y/cIWeZgNmb0wTq8n3eBoKUuG96+fsPzjz5hMhxymxeousZo4HB+MsVUe1SppW8LZuOAtxdv0VQDQxb0TYlnBzz/6CnBwEPRVIRQPoCzh9zfv0FRdGRFRlMkbNMgKWvubq9BltntQooiBxQszaaMMy4v3hN4LnmS8u7mirgoMD4QXjzfpm0LxuMxhmGjaStyUSJLKtvdjjhLMTyL58ef0tQVliZjIjMbjfFdl/XSpu0bFFkQRzFRtMWxNYQs4xr/ANh9y82WphEYCsjU2JbGaOjtFxUR+I5PGMUIwPU8NpsN680Kw7BI8hz6fs8tQ6KsalD3qR3DdhD1gLTuWO9CsqKlX4eMJyHj0YAsiTg8PEQCDg6m1FWJaBtuLi8o0pBVnRDttliWzbu3l5yczRkNRqRpxcW7G6IkZ5IWyHR0qy1NJ6jDLZqistqGZE2DliSUhiBueioh7dEorUAzdLYCiqqANkfuKmJDYq0rBI5DWTQoks75k+dEWcHddr2HaBoGXddRVhWb7Q5FUbAsE90xURSFyXyOTU4wHNOjcnPzgCKZpFlHHoW8ev2W5WofubVsi6osqaoKy/MZKgan3/4/8OIRb99e8PjsjPnRnF+/+DWfPDrnsX/Ey9ffc14eMZpNiIqC1Sokz1ueZDVVUnD/sKRpW56dzXEN+NM/+xmeKfOvUwdLV6nLFE2VmJ0cE2c5//Yv/x2j6YhVb1BNn1LXLZtIsN3VVA8ZjTIlUk3uO42+l3BPnpLFCZ3jIDk9zeEh77qOym0p3CG5XNLIO/zokqKp6HtIkoSH63tM08bULboPCTFV0/GCAY1hYNs2hqnh2TbHBwcM3QDb1VAA09RQZZlolyBagWnutSvb7fZD9H1Ptt+FIX3f8+bte+4XSz756Bm7zZpBMEBWFLq+J4xS0tstCgrj0ZQwyqi6HqkXjMYjDg4OCBwH0ZbYpobvKMiiY6BUnDavsGybwqho6o6ya6iClmibso0z7jZr7DrYsxKbhjJL+LOnf4KcrSiqkkb0LPRPmN/8HceOxBPjmNlkzPvVNfE6xbJdHEXDQEdRbKqqQlU01usNg8GQ42OT5x8/Q3QyYdKwWq3x6wbHNKgVhTROkelRZBnDtuiLck+M6VsUDUYHE0xDYrO6pSwzDg5HqMqYJIkJt/szQJVVbMvgyeMz4jhitUypCkHYCXzPpcwrFBSqqqYsahzbZjIZIckSYRzjeh4nZ8eUbcPVzRW+E2A5Dsvlcr+UOggQ9NC1lEVKFG44O3vE80+eERUFP7y9IO4/ZiAEizBkOBzTCEFa1yiqTl0UgMAwdFQkLN/h3dUliqxiaxqj0QjPVBj7Jpat4rsOmqaQpls+fnyE4/roqsFms6NuWlxDxlAU+h7iMKVrGkyjJ/A9wnDD1eUdjm1ycjTlm5dvcKwhhmWg+QZV1fDym+95nTfM53N0IWNKCq+++Y5tW+B4LhoSumGgywoSEnGasX57TZWXeyZquGYXhYwOJuimwcHJIVLf8/D+kqzM+OiffkQeJvj+/nJweHTAm9evqbsO23Upqpo0y36vc/4Pukg9rDcsF2tO5zPm0wBV0anKlipveL++wrFthuPxfhBtWZSVwHX2c4PNdodp2QxmUy4f7lEVDTR1H1GVVEzbJy52KIrF7MBFlWUuLi5RZZnzsyOGvk/bNdiWQV837NZrrt5+j20KdFUiL3M++uQJx0clkgSabhDdrXny7Alv392y2iY4to47GKCg0NQt8+mEn/zoM5briJdZxeubS8I0ohEdM3+MIUFZtzSejZbJVFWLYbh702i44/HpGR9/9JxHn/8IyfNYvXpLnRbslvccHB6QFzmWbTNVFLK6w3YD/ubL39GfCyQFyrJEUjQ225gwzomjlPuHJXnbstruMA0b29kf1sPxgDLPybodB8efcfxsSpZ0+KYMbYJjzHj+ySl/9NlnHBxNWG0eUCQZ3/G5eHeFo9k4rkXeJSRVjSFLLBf3OM8O+Ud//CmTwGAbrkFYuLbNbDbHtCyiMCMvc5arFZKmcR1M0e7WuH3GYrVmvQvRTQNF1TgNxth1zyZOiaIdXVWj2xYj3+XpbMx3L77DtB1EldPkGZuDn3Kk1dTLG/K8xPd81FZG10ySJCUMdziOh2Fm2AOfWFUwLZPT01PMtiaNEvquR5cNkjQkzxJkWaLMKhzDZrPe4toek9kEhISua6x3IY7toJk2r16/xfFcQMLzA6q2oUxjLm9ipPSS6OIVYZziD0dkVYVmObz2nuNMDhm4LpddQ1MVyDIErsMwcPlBlhBlj6/71H1DS0+rtmSioLZbZF8jHBdEaUZrdTiOTZln/IUywfctvkhe0EcbVEvBMW2aKibaRRRJiqWbyIFH03Y8+egZq+WKln3hlGQJfzhgPJ6wWW1BUjENl5u7K6JMIomTPXi0aeg/qNuFLP37uP4uiWj6Gj8wOT5+wti2WNzeYRoDyrJjeb8lTrbIkoaiyswPD1FKmeV6SRSGFEWDZNvYikrTtHS9oOs62q7FMAzCMCJNdpydHtO1LY47pqhK5vMxtm0wGU7Y7iKaWtAhoyrg+A51WZBnBbIso+kalmPTKwrPnjxlsh2hbGRUTUdIsFquue9bRsGQMsuwbRvLstEtjWCkcPf+GklUnB0eMHB0PnlyjmNB2zXsNkvms/neP+XYuI5D30vkqYRr2cRxxO3NNcuHeyRJRVc1VEXC0B0enZ9wdDhFU3XeXtzy+t01fdOTtTm63lFWNRoySi/I05Tp4QTbtojjmBNvQCuDbdoomsJmt8H3XfIwoYhT/A+c1JEXMJoOKHtBWZVcX98yHQ/2340wIW9aVtsNkhBYukLbVfieg2yYSIqCUbc0bf97nfN/0EWqrBrGgwGt6DFth9U65u4mQVNlTE2ibwuCgczD7RLFcNE/SM48z8PaRSiaRl3VezitadJKEqaqcqt9RN1saIJjjJGOazvImsEuzdmqEjf6EcbBXmDnuQ6qqvFVUdArI44mE/quofMEA9vHGpnsdhHkUA+OyPOK6uPPuHlY4rgObwwd2zIpd2uUWqf3pyhzh8224+2moRL6Xstgmzz/4jPyouLODmiDA4TmMn72MeF6RZjFyKc/xv7kp9zqDuEy5u4hIY9bXl5vGeUKXdtyeu6jaRaGKFjf70nHkiSTJglJWdC0IMsafa8wHE0oWnh49RrbdqmrhsPDGfd3d6i6zGDuMe5cbkXDdGjRlls+/uiYwPM5PBgTx1t+9au/4X/8X/xLjo9OyYuMN68vaLKG2dxlMpkQuxHv6kskCU5OT5hNxswmQ2xHo5VspJ3EYLTXhQgBuqXj9R7T6QTPc2nbllH0BrdcMtR0NkqMazgYmsHpeEioyMRDh2++v2VThDRv3mJPB3x0pqIbIdvwAY8AM8lIB49I04IqL1Elie02QmpBknoMVUORFMLNFlUWuJ5PGqfEux2uqaHYA9aSw6/eh1iLlPFkQF21WKZB3SnopUaLx7rSGNoBvh+wjEIKY4QRGFxe3bJSBliKz/1iyWjgkWUpsmowmZxw9fJvUZKMoTfYL8BqKrswRpwd83HyghNrQl2m3N9e47k2UzlgbATMJiMATHkHlkzd9NBLyJbCcrnlfrXjerVFWe1ouw5d1xgqEn7m8sL/FD3f8NlRQIVG4U3RhMeiV5DqHlHDyfEjLF3nrjWpvBmGYVKg8JCsWUs5tnvIZrNFUTSkSmP4+c85CV0OuGYbromzDEVVqdsWRVVQdQUUGYUWy/Q4mo9Jwx1dEhLHEVmaoygSlmngOAFd25LnKUVZ7JUmbY3juhgGaIqK7bgoMmR5RpYVtG3LcBCw2W6oi5yiSFHkHss22YUbLEvh/Px8v0wb9yRljq7vQb2apiAJHcdxsb2A+8WSy8trhpMpV7dLOmO8f7V7PkjQtgJZU9Esk7btSNIMRVKhE+i6zmg+oUoLNF3jcD5B0TV2qkMY7+g7yBIJXdcBgS3kfUhB8ehaQaV4eE8O9jPJxRpb9Yg2IY4D6mmAYsMub+mnj/GfNtwttghkVEPDntpYio8mayRtxdmTGa5aEb3b/22ForAONwSBj2XbhNuQcBuimTrj6ZS2bZEVmdVyiaTvRa2OYZGF6Z6XGgxwdJODn/6Eu5evycoEVZZxHIfFdovluNBLGMrvV37+oIsUqkrTdyRZxmK1IQ1DJNHy7OkZA3fPgMvTff9U6gWaIpHFCaYNuqazTVKUqiZLMsq6RtI1pte/4nqVUcQZmq4jGzrmaET4/J9xNJ2i1jl9W6OYKrPpmCzLKKuGtu9xPJeqbQkCF8s02O52FEWK730Y7FsG0+l4z4GTYbEOUVyXd13A6fVf8fnTcwSwMR02B1OK5DmSIqOrCsu2ps10hGyxlWzW7hmGK3NnTPE++5zH8wN2ssz/8dslkhJS5AmiU1GNGeGBzrrp0BydjBHbSkfcvab++hus4Yy+7UjdQ5ZDn68IqIqKTdkhtzL69ICsn9L2PV3XIgUehqaxrASg4Ng6Ut8zHnmcnxxTtwJTtzDtgCTNuQhzwl3M+fljbm6vub9fE8zPGZ4+QtVVkihn1yuo4xmKIpNpNm9XCWLTok1PaFAQQJaVJGlG3bW0XYvvOjw6PWJtTRnrW5y85eTkGCFLXL57x3g0QVEEUldyOpuzuHWgKRGWwenBhK7JOT894FgoJEX1YbmwpasbfNdnuV6TxRmGqqHLCjIQBAFVXbDb7HC8ADETSEKmqTouRk/onBGx1HE+P6J1DJIkwtB1Glo0RafXerquJ5ADlFwlbyUMV6dpOtKpT9hP+UHy+K+lN+RVRVFX0PQ0XY/peHx8NOXHn33K9d0d768uyVrBui7wu4yJ5tOKluA4oMhS+uge2WjolBqEYHJyhhCCm4f7f99x2Fxc7f+uD2uqqMByHFzdpS4qyq4A6yOurm+hTHn7+X/M2cxnnWwQomM+m5OlKVebGN3QsG0NywlokgYhJJJmQDvyWaUySR1g2i5xHKH3MistYJDHlF3F0fkxXVnR1DVtIzBtnbZv0WQJS1XRkHBMG10W4A/oW0DuMU0DJFBkBUPTSKKYyikRoidNU+4eNpiaST4eYmjKB9K7Sdv2dH2Pbdv4toXv2nRdQ1FUIDXoukXTVB8uszaypNG2PUJAGme0XYMsN3S9BMhYnsfF7R1XDxvyeUmfJhR1hW3blFmG3qsUeUnTdciKuseaFQVze4qqqSRJzDbcwOmY31RDNgwJdAdFltgqFmmY0rYtpqmi6zq6HiBUgexLJK5Da3W0bkckFCIrItcM/nItYVv7/3GUQH7wnNvkEiEpCAlMzYJHM9Lllk4SbIfP+Wn815x+8pjlxQ1tW7PebijKnKfPnnF9fU1d1xiOTUdPrwgkWXD66Jys3Gvgiyyjr2pkWUVCJl5FfPbFp+wurrh+uGIoD5BUleFoxP1yjWM67KLw9zvm/4eqH/+/+AhJpul6ZEkQpRkCic8++YyD6YCBa5LGEavVll5ICLE/gI4Pj4jLBlktkTSNsq4xdJOmETRlQ5UusMKUPs4JRgGi6ZiPdVS15keb3zHTQZUEY2mIKDuqrsW29ww8x7LpmoyZ4uNqFtWwosgyfNllNBqSpRlt39LYgitjydYtqOtrfhX8kola8YmnUJUVslLzcX6JU3+P7Vgczg+oqwpZS4mLClka8Y+55KODU375i1Mk3+Gbby55990rnqk1ui7RtiWmpTByhsRuyt3DAkuxsUOD143Dpepxe7+kWybg/ITR7e+4KEvWvkeWJHRdx8HxjE5WsNsKRddJiwSv17DlHvqK8+hXbPqEwjumFx32UOPoYEBV9qiGgyQknj79iKYWxFFCEudIgyO+PP4f8SrbES8iinKEOBnRznp0XeXfFSlvS5/ZwQiUgN9WAc9u/oqp6xHGCUKW+OHVK05PTwjDDVG1I6gLLFPDs02CwMdWZTrR0fUSZWXx/vUP1HHIf/jzn1FmJVJfoig9g4GNrFjUdyuGvotjmYiuwzIMLN3AdWykTtB0DW0nkGUJ09oLBSVAkWRkIZPFKWsn4/jhB878iv/kk3+MYxkUUkrf9iiaSl8L0jyl7TqGxt54LCTBwBlSVS1/+903tA8b1sf/EZe7B3709AjNMNiFMVGdoLUtTVsTRVuaImE+CpifPWaRe6irjqZIOXt8Ql2XvH39CoTAc1xM04ZuT88QnUxZN7x+9ZLAG+0RPT2UZUOcJERJxqhtcFwb+v1FzvGG1P0eXvrj9AVdeEOe5Tw1nxIMAhIi6Dos3UYVKq20B7vGao43GtJ2Pd89vCFclGRljuZ7vJ39cwxbhV6l7zvCLIW2QwiB7oxRVRVJ6lEklfVqy8Bx6NkndZ0P+pPRZEK425CkKaZhYhoWgyDAzm3u75e4joWq6DR9w9gLaPuG1XqLqppstmsen50wGw+o84KqrijzCsfVUWQVIfakiKpucDyTLKmRZYWuh/VmS1X3DAYDdMskSgvuV1tU20I19t+NqsgxdY0kShg6Pk1RU9YFnuPhuDaqItH3HVVdoRkaiqaxiiKqA4V/Nsj5xMgwTQ1Zarhp7nh4WDDURlRRwWAYYJoafuBiGCpV3RI1FVUlE3UJohEYpsnQHfB+cYEfjNnkGenrf0uPTpjFHJ0fMTmd8v7qO8qyZjOf09Y1JTK272LLCudPHvNw/0CaZRRFwWQypu5aFqslpqnjOA5v373l6uqGwA+wNANdUmmqhqRoePH1tzz9/CPOHj3idn1PL/bfwU5ImJZN1TTskuT3Ouf/oIuU4Zg4toMhybieg6OpzGcTDFWiLqv94mIwZLne0XUCXZGxHZNXV9/yfrWiU/Yqhrbeq7dlWcFSFSo5x3UdXN9FlXtOjmZI44CJ7KBXCZ5r4bsWmq6C0EjSbL9pXhdINAS+S11VOLbFZrUijXNs26EXPWmSoBsW88kY266pBHzZyKiaTJym3N/eEc812l7myfnRXnZYl/iuhiQrdF3N0Hd4Oj3jT3/5Z+Da/Lu//pK/+X//La6hMD/2KauSvm/wghlNU2FaOgdHc+4f7nEsE92weLhcMZvNiPOGXd9gRVdIWYpZush5Tp3n2MoON/DJi5zJeEzcRTTXN0wOx+hKi++4+JND6qzmenGPqWookkzd9gw0j5P5AQ8Pi30Ky3WwDJsqzTnoYz5JvuXi3QXbzRYhJNqmZjgYkEc7fvrZEx6PxsTC5bfqv+A2irh5eCCrGgLHQ9NsTNNkNAgwMVBrBUUIVne3tGWJ69pkZYlA4tGjc0zFQKpyHh8NWa1XdLXOk0dHqLrOq1dX1GWJqqqUVU21C6nUfQt0MAgQXUcUhkiywLRNHNdFkgSma9GKlla0DEc+ycDH6DV0peH+7oHpwQhZAk3VMXSDZbhPJkqSTCN6uqpE1XRAxrQsLM9B3sb7aHPdYFoGqqFy8f6apEuZKipXN9dUWYjv2EwnY9oyQZGmnBzOsAyFvm0IApfhZESaxDRtT1GUjIYDRC8IowhDt1gsd+zCmq6XWccJnuehaAadAFWT8X2Hvm6oy4KybqjihLbtSOuSJinxHI9OSNwvlmxXCyzD4LH7GFVW0E2VvtvHoU1d4/3lDWEcEiU13jCgQUWSZGzLwew77pZbDMNAc1SatqHvOxzPRlVtqrpCVkw2YULg2mRFCV2P5ZhkSUFZNciKhuhhEAwxDANT1zk7PqURgs1mg64pmJbBjx9/wVdfv+CHHy5wLYOizFDVEXFZ0pR7CoeuamiKgaaZ2IZBU9UosoqmdnStQOoFw8GIh+WOOEkp6n4PDVY0mqanKkr8vicwLHxNJ0Ml2Sb7+LvU4TkuAoGqK/R0aLpK27asog3xdoXhf8ITw+YkqCmKHlmWMS2N07NDFEWj702yPEeWezR1CELQtR2mvo+eh2GKIkHfg+j3l4686BiODlEVhTir6FvBZrlBMmT80RC76ZBGIw7rGb/67W+xVANN1ZnNDymKkroq+fSLT+mFYLfdMBlPcB2HLM/YrDd47r5rJNq9X2o0HNKkBS9f/cBnry44n4+RZAlDMymqhqKsSdOUWgjK5h8AcaLMcvIw5mgywZ6MmA0DqjzH8W0MXUNRFLbx/p+VJHsZWDAe4bkeZpLw7uYe07JxbAfRdrR1Q1d3zGZTDmZzdF3CNzWGgcOSHkuTsdBQZIk0jVFkGYSKpmpoyl5PYFkOsgyKJpMmMYapc3l5zy4M+fjpY1RVoyorsqpiOBiTtR0ihOn8mOV6x7vrW7LaZP7kKY8Pj8mrgqqU2e02PHt6juPafCMJBsGQytH527//knq5ZmjKVE2GkBzqtsJxLDzXIUoiNFVnOPCIoh0v37xCfvoLmrZF0STGkyEb22Q2G1PmBtEuRVZkxrMZyof9DceyyJIIVeoZjgecHx8hRIHvmUyPjjCuTPK8ZLFYY5oWbSdQlJCD+ZCT0yMWiwV5ltA2FQCKtv+RSoqEqu8HtpqiMJlNefHwwOX1A6pSc9dA/6N/gazabIqIWghefPk1j+aHvPjhPU3boX32HE1RGdguuqbSNTVVIZOnOYtNiGE4JOGWX/z8JwhR8vzjM+I44eTkkG0U0bY1iqJQ1yVhnGCUNXG0YTaf//sFcVXfwz7H8ymWbbGNdyzDJaEfcdhWTCZzdo7FsPM5GAc4lsv6YUcY7jh7dEJKhaob6C3YtsPx8QmbcM3d3T1F1jA5mKNqCnfrJf1YYHs2dVeTpAWW5TJQfJxM43z0iJODGYv7a7q+wtZdfN2hTytmsxOQZW7vHvYvAMejahrCMKStO3RNZbONEELn1esbLG9E4AeYtsnBdEzTdnQyIMnICFpDxbIMetHiOjayouyhqe6QXpK5W4a4ro2kmHtunGmiSHslzv1ySdtL9EKnEz2uHzA+dFludzRtA5JEWRak2xgFiSzPMAc+iqHS0bNLYmD/glWEvOcnGjZxercv/EmJrMYslg9MRmNq0RPsl5FQZJWD6YSirqnKnLLKKfKEIrXpmw7PtHFtndlkzCDw2CwXzGdjmroh7zuSPCErSubzKdFuy3Si0nU9D4t7bMvFsGwenZ+yWKzQDY2nTx7z9YuXZHGCOpY5nR3QFinz2ZyZPeTudsEm2tLSYpwZuL5Dnu5DI4qk4jgOwcAl220puo44zbgvdzimSte12LbJZDJiOByx2Wwo6wxkmbbvaMq9Y67Ie5bLZE+p6fZan7KMOT4+4v37O6QoxBv4RPkGx/HpmgqtFgwmE1ZhjEDm1Q+vmQ0n9B2kScJf/tu/RFUUxqMA27VwBj4XF6+pqpqj42MkYDKZksQRs8mU5WK1n/XrBn1Rkfc9ZZ7T63O6riMvcjR5/zqUJZmh57AyNr/XOf8HXaS6qsGxTGzD/NCi0TiYTFAlgWXqNF1L2XR88+o1cVzgex5HYj/Y/MlgiKqaJEVB2/d7N1AnqLoa0zTRFQmamrrJMQIDReqxdAmt3/uBRCOQDI26Kmmqgtl8iiwLBC1FmSNJ7AGlwyGjtCRNMlohkaUJURjh+j5pFtOgsVyuqb/+BqluWa93CDdnIgSub6PWEp1t0DR7kroTjAj0IUcfH/HXf/db7l684tHRnMHUomt1xsMBcQJ1U7LcbDFMjaIusHqb8XjMD29eU+82SMj0fc/56THvNRXbNvAcA0lS9v39uqaoStzA3KP10x0H0zGPHx0g+hxVVXAcB7EXq3J6csr97Q1JnOL5A54881HUnLav0VQIAhvTPuX+hwf08QC/sIl/F7Fa7bAtlyLPWK/WoOisthmu7yCCCdtdzG+//h7PVRnOpjSSwqurO8osR8gy7WiJXYdYwyHDwCfNc4SAOEygl7i5vsN3LR4/OaNqMxRFRpahbvYtrifPnqKqAb/99gfkaK+1WDxs2W0TgsDl/Mkplu+xi0Ia0aHLezdO13fomoZlG4iuQQZsxyarEqK0ZDwaYlo2fSej6hqmbtDUgnCXsIteMD8+YhNmXEYLHvfQCgXHG9L1UDQN221K17XIkoRrW0yGASdDg+PDKV0dMx4HHJye81UacOBMsC2D9XbLi2+/4fT0BMtxePXqDXVZ0XUyjx4/ZnxgIXqZp5884d37OxTF57NnTzk6nLOLI+7Wi/3LBImu6/AHPv5owNixsCwbSx6QJQmL5Yo43qEpCqIpOJgMGCzWeI6FZpgISWG727IJE0zTYjwegW5wvVjgDybYto3neTRhxMFsznK7JPBtNE3jbrUhLUs0TcKyLOqy4mG1Yrvbso4S8qxgkO5JKUXekWol54/O6YVC8gHUq+vafofSNumaAomO9XJJstsh9y2mZrNaPvDJ03POT0/pREdRFOiqTlPVvL+8Ic8LxsMBbduTJilXl5d8+ukX1FWNImkMA5fNLuFoOqZ+8pjxLiKdTPjR4CnhcoFAY1WWNGmG3oOMwvW79/TiFEvXqKuGPI/xHYvBaEBgabyVBA+rHfnmNY9PD5lOPYbTAb3U0lITJjuarsZRbcqyJM8LfH9A3eY4nk1d9ei6/EGrscUwdEbDgLvrBz568pj1LiGOUqaTEacnRwhNoTU1LssSZRMxCMbIkkzXdJR5ie3YDAdjqqKg6Rocw6QqKuJdRJKlfPbZpxRFwmg0ZrldYw1sfMOGrsUyLfqqZzgdY9s2sizTIxNMZojbWwzLwTT/AexJjQKfyXDIwWiM6DqKLMc4MfEci7oqWa+2XFxeU7QdyyxjlxdUQhAEAf5wuJcgmjq7OEExTWS5QpEV6qbh+vaeKo+xZQldFTDb67RVAaqQAYm27vYIndl+cU3QIUkNmqqg6ipGYaDIEpPZjCBoaRH4wxHzgzlptld9u5aHszTJi4p0s8UwDWTTRlIU8rrl4e5uX0CFoOl6hpbLaDDh9uGS8OKGgWuwSTdEVYIuK6wWSwzHousl0rwERaauWt5d3bBebXBsm00cURY6cbhluVginXyM6ziEu80+lVaXrJc7wk1IkNnYT4758Y8+5/z0AM9WeLi7pu06LEPf2zmlfVotXG9Zr9aI3uDL33zJp589Z3o4xfcssqzEUCWOj+fc1SWPz05JPo/ZbRI68WHLX9XYhSmSonOf1MRlSBxkbLOKXunIbvevhLbuPtAWaqSqwvNtAt8nDLfohonl7NXtai1Ioortesubizd89MkZeVYgEHtzbZYThRGW3eB7HgPJ339H6hoQPH78mOEsIK1zZrZOT0/d1jiuQytA01TKoqDraxzXptjCy4cHig7c6QEFgjov8SSdV29e4ftD0jQjzlLeriLulmvapmfXXXO/XqMPhpRty8N6y6fnxzRVwdnphJe5Dl2zD/gEOkeHEwYDD8NQ0GsVXSh0bYUmS3iWjee4nJ6c0rdwfXvP7f2CuKiRFfj46WP+5b/8p/zr/9df4FoOli7z/uIH7hdL7MDHG5q0nUTTdAgh0XcdWZpTVTXrMuW7335LWVecnJ0AHUKSqIVGJxSitCRbbXGdgMFwRJbnjEcj6l6wS3Lm8wOivCbPsj0eauhxdnbEp8+fouvyvj3VNKwuIyRJJc1TpF5wc79jPJngDHwUax9+WO1CDqZ7YOvb1xcE0wOq0Qm2G9A1NXld4dg608mA6WSEoVtIfcfV1TWKIrAsi5ubW0Tfo8gC27FRFAkKidnkgKODCRJAvw/HOLa3Z/RVNVmxvwhphsZ6tUFF4FkGpqbgyRr32x1RWvD21RtGgxGHR/P9DCbdsb6549GTM7Isgeb/Q95/9FqSZ3m22DKtzY4WV7sOmbKqs7qrq5rsZpMEAU444cciAX4CAiRAvAEB4hF4IB77NV53FqsqdWRkhEd4uLj66GPHtDbj4Dh7ypyQQKKvjx1w4ML3/tvev71WA5rEycBlNPBohTPOW5+zuY4iNDiuyXA4QhQ6mrpkOBgcv+6FI1KpqlqCICKKU2zHpTMFZEXA9SweHm8Jo5AXz17Qlg1/ev0BXZUxTsaYhoE76HOIDzS0xFGCnbeYpxbT0ylJECJdi8Dx0P+w3CCKAqP+kDwvjwSfzZpZOOPTL17SNiV/8/c/p6kFtg9Lzi/PIG2JkxBTVlE1k6asOH/+gu++f0vH0Yf2uFj+WXX+L7pJyQL0HZeea9OUGXGcsFiuCTWN+7tb/CTBD2NaScHqOcRBhOHaxHlKvQdFFJFUkVxVjtFWQaIWIStLuqajRaJWNJJKIMlKHu43jBSR2fTIKsvLHAmBuswpcxlBETENkarKkCQN09QIgoC8bHGsIxU7LwtMU6cToGs7qrzEMPr84u//Jb/6T7+kLCtm52cICHz1268wTZnLi3P8w54kySjLirUf8H20oVAdWk+nqyvKUkXSde62O2I/wLIMLNkmbW3ytmDjr3l3veVvfvEzRtaMh8eEsfwZy0NO2bakWYpu6GRliawp2D2XsqwxXRtJ1mgRidKUwI/QFAFZFnl8uCcTTDp9TJZn/OSnPz2O7mSD69v3pElM4IsMRiNOZhOysmFNSaDqeLbNi6dPyOclh8MBUVHYbHdEcUIlpvTsIXHHUYFt2Ud9dRyiSjKSLHAynTDwDMRBH0upyIucLM8xLQdN0xAkgbatGAw9+j2TqmgIDjGaqhJHIaYtoUoaeZaw292x2gfIZzN6rkUz6/PZZ59x+fSc797/QJIfd5SqrpFlKY5pMhiMqAcDngpPcRXYBgv+pF1Rjke8N2x+eSejKA4iHWYt07kTQARXYk+IaTvcZ0vapqPKa/CuGAwGaELHIQx58+Gagedi2yaDYY8r5RI7XqIpApIMnmOSNRWi0KFIsFkvOTu/5NWLF0elSBRzfnLGaDzj2+/e8OHunrxISSKf/+nf/Rv+F/+zv6MqatqypCkTfvLl55QflS9RU2I73kf9eU0ch2RPCx7vN+wPEU3b0jRg2TZ6f0gY7Pn2+/c8f3pFmrdEyQ5T0+gApzdAlGQO2S1JknJ790Bm/Jwsz6j2K6qqYDToc/XyJZXZY1NA6wypTYOWjr7noddHevk+TdG8PpqiEecZe9Fl6NiI/oLgkHCQIja7A4ok4noWg76HbcnE8XHUPJv1GQ5dsjTHNCxubu+xTZ3JpIcgHDlyq9UC2hHS2RRRPIZl0iylrtqP2hKJtoPDISA4xHjukNGwT7vf0zU1jq4ycm3yJOPsZMrFk6e0bct6tWXi9ljslqiiwIvLc4QaZKGhjgNmT89YiA5uWSKGO9quxXFcNpsNXV0xHA7JsxxFVlEUlaYBWoEir7FtB92woBNomhJZ6RiNesiSimUbnF6esQszsq5DVFREUWS/3zOZTUhXq+Ptlqxy+/6GWm7wlzuGveNXc1mWDIZjqiLHdHqUxYo0Sbi4uEAzdO7uH9ANFdt1EFUZ07WJghi5EBn0B5iGgW06+HmAYXj88Q+vCQ57TMfksDv8eXX+/0f94/8vPxcnc0xVJtxtUWSRuqh488NbVvePVHXFcDpDEhVEakzTQqSj7aBDoKhK6qqiPxpgKiqoDUFe0Inix+V/hahrSKbFYhtx/7BjGOZMJy7Q0Bu4VKWCLEpkRUYQ7fEGHqbtUdTtkStXdSAceW5lURz15BJUdYVteXzzp3f4UUo56NPzHObzMavliiKJj5bNFtq6o66O4sDoELFfLRj3+vwgDmi8PlEQE4YhrnuJYZlsM4+oiWjKBru0MTOToio5dBLSizP+wyph8HyC/sxjrD8jvnlE/NPvWEeP9AZ9BFmkE0BWFTTLAEQW6y37w47TkwHnswHj8yn9nnMcz7U6XdtRVsdm4zoOjuswmvwYQTxK+fz9DkXSEAUZ13GQapkwCDBtkyAM+eqPXzE5P+f1mzeoQxvXMmkkKKqKtj0WXAMVRdE4O+uTRiGTQY+RpYDrkG8/cJccKLOcsiyZinB5eUGe1Wx2e9I0xjFt6krCNA2i6BHXG9M1Aqau0/eGtIKAIkk4ns1p/xMG0xEf7j+gKhKuM0ZRZAQBdEFE0xSaj34p2zLZbxeI8YIX2luqpqZZlciKQts1SEXK/+rv/5a+1+Mff/VbwqJECzMUyyK5X5LlDW1doxsqjmsxHfdRh2PiqoYkZvXVI+Hnl7wydSx0ZAUsQ6OqCmpkio8v+zwrWNwvCA8hum5SZhWerSGpGqPhCEGUkMSOgWciiQ2mIaNaFu9/eEe/7zI/OWM0mXH7sOQPr9/w3bff4V/OIE5xTeuoelc0Lq+eohs6uqWRVgVt0+KnBa2isDwkLB+X9Pt9BFEGBA5xRicIHKKYMIoZz+YYhkndtHQIDIcjmqbhPwQuou0x+sWQniDx4faO3SEgMV2auuFiNqMvyywXS2RFpixr9gh8o5/wpRiiZhFNcyRzaKrEIfARKRl9eoWqCKzXa2xNwbEsboMDfl5QNQ1NV+O6LqomMR6PGPR6RHFIXedAR9EWVFXFdr/j5v6Bn/z8ZwxHAxzP4+HhVyiKRlPnjIYDRnofq/PRdQW6mtl8hGmp7Pc+bVMiIvDFy5eoskRf1+j1eghCSdeU6KqIo5tUq0fKsqAoMt788J6iCHl2dY7vB0RR/F/uFevmyG3Mi5rzywFBFNK1NbZlkBcx4+kxNZoXMZql8eT5Fbs4PDrEbJvtbsfi8RHJNNFnOmevrvj2t6+RMgkFEcsy6fc9DMvAso773qKuSaKI0WSEpMkEacxqGxCnEf/iF/8Cr+fweHNLG6bM3RmSJEMLQZDy5u0tTz77Ca7hEe4C2qJlNhj/WXX+L7pJOaaJbZmkQUUYRhyCiJ0f0DU1k8mEs2fPuXm4R+9gPOyxXK1Y73y69rhc1DSFuqoYuC6jwYjvPtzQ1BUCYJgamn4Ew+6CmPyy5vLiAo0AKNF0CV03CA4h0KBqKooqHKWH2tH7lOU5ndChWyaKqCMqElkWkaQZ1x/e8cc/vmUwPiExSu42DzR1w9n8hLf+nr5hcnJ2QpZExHFK3VRoloVjWVxsvqZuOkzb4W61ZLnccHlxzpPBJXf1I6VS4Ed7pEKmrEoEUeHm4Y7RZEIY7OnZFcr0gv/NWcddseafbn3wxjSizCGMUFSFuumI4wOud4apaQT+htDPeBO+o8gi/v7v/obnL1/x5n6HlEjs9z5NUZMmMQg1tmuhqQqmaaCbDpIoEgQRSdWQtgphGiFKMjUtZ1dXfHhcoPV7VGVG1dWUeYFq9JFk6Sh3zFI0fUDdlJi2BUJDU3WkYcinwwFe3VGbOpIsY1kGndBgmBrlIkXoGpK0oKhBktQjQcKPSdOM/XbHj358gW47vGeKc5jxeP2OIArZ7g+cjIcMPQ/h45evbIoIssg2iimqim2aIKgGmVBBVWOaJkGSY6lHP1nfddENnTCOObm6Yvn1a16/ec+XP/s5w+mM16/fMJ9MMW0DUeh4WG2osgrbVRj1Pbo8J49S3q3e8/lQYqRbjMcjOkSyOKPrOgzDYtwbst/6mLpBrz9AlXVWixWaoeOaOgPvAroGQxNwLYvDIWCz9Tk7O6Xf6yEpMrvNDlM3+eT5S15/+57AD5kqOq5lIUgS/6n/MwTnc9qmQdM1yqZGkmUKq0BsOwxDJxyGOLbFoOdRlhVKpFE3NZ09ZzfYI6oqAQY/ti32/hFtpusWQVbxvz0NeTnXiNKU/+Hme/7w8IZe0qdpW346/IyJ5RKPEg5+yP36EVFUeSf+FbJu4WpHmaCsSNRVieualFXJ4nGJbek41jGVWRQpmq5SJyWnZyeM+x6WZaEZMnQtlq3hhxW6ZbFcruhqkZ3vE0YJX3z+BYNej67roOv45JNPECWVJApRVAVd01E6GUWX0SwFd+RiWBpN67DdbamrBlUfcDoecjIfk3cVkqqRRAGHMCDpUmaWjcWA/e01mq7z5Y9+ikjNer3GMi0MwyIMYx4f1/h+TFG2GHaPfbCnKlOuzk6oG1BVFUVVybKCzc5nu42Zz6bc3i9J4oh+3+MffvlLBtMZyWnEocloBYFqE3F1NTs6wyyZVgDLtAn8PdvdDl1VOZ3OKJoS/7AnSxO++Owz9psNaZIdzROuQ5LFbLZbAA5+yIcPN6weF8wnExZ3t5iKQX9i/1l1/i+6SZmGhmdbyO3xSNIajRGWG9Ik4ZAX+HFMnJdc3z5wLoocgpisLJEkEU1VEZqWJE4xevrRl1MXqKpK17QU1THV1u+5jF2Hw3yMKafYaIymDh0llu0eYaCicly+FilhDIqmIggSummw82OKIkHTBaqoJkujo2DNdDBtj9XuQGQkZNnxEE7VVX708ku+3ee8y0pUbYyp60RJhNJo9HFZ5DlVVTP1etwUW3JrzG2lsni3IgxS5tMx1tMZ9w/3KFYPWdHoWX0qQaDVeywrnVFWEPgps8mIf/O3PyOvOoKk5D//02+QBQXX1pjPRli6zHazQaJlNOjz6uUZcFR2+PuIJG5o2hbbdo42YNvAtC3quiZOa7KyxLR7BFFIUVYIoo4oHRNbb354RxjHWJ7DjIa75SOWrhEnyTG1pfWRJYnL8xP6Cphuj52/I08zDmFBWMQIpwGxkDCyZE7mQ7qPEWfqjqRIOD87J45ifD8kjQtkPaUTVII4xbZ7vHzRo+laVE1DKASqouOwD+kUldOTOa6u0zY1jm2jKSpJGrPabEGWcaSGP9pf0rYtpVajaCqKonDQDtB2KC1UJwP+Qzdhsd+zDzIC3aD9xc/4xjFQDQN58tds2yMsuelaoijENixSTWAngKFptFnNl0KLOxihGgZxkiLJKrd3j6wLk618wJrNEASZuoH7uwWmYdK0DTt/T55nvHjxguFwwHr5gCJJ2LpJ0EXkeYZuTpEVnfRhQ1m1VI2IaToc8d0K5WHHv/zw3xH155TN8bUexkuiJEEzLZIiJ4lSwrbBUjR6nYteLCHLWe8ORHHMsO9xORkxdMeU29+TBzvqDh7WexbL70m/HHOvm7wandAzRP7X//7vGFkmd4slk+kEz5BYPt5wcnLGj7/4lMVixW9+9xVNXeFHAYracDgcuGhr6FoeH+8pBi7+bsPV+ZyXz55QFEcHmesM2PspLTVVVRJFDVkhkGvqMamraPh+zLffvONwiOl7fZ6/+oTpZEaRF3h9j/0hIIoj0qLCdXs8bjaEg4jOOAZrqjqDriKOfKq6RZBBU1TyMicIA4Yjl0KqicKUMPCJy4xNe0a4uWVe+2RZjaZViLLKoNcjSTNkSSYvy6NB13J5WITkWcHvf/8N49kATVFJ05ye7iAKAp5nIcsl212Mqso4rkcYZciGwunlBaoh8/U3r4n2AQOvh/pZR3x9i3+ouPz8FXXXsVtt0VGgaZiNxsiSSM9xqeoC5ckT+pHLk7MT0iTFsh387ZbNYcHmbkU9PqUqK4qyIgpj9ps9PdtGluUjs9D8r4CCLgkt+82GxXLJzj/w9NWnXF5c8v2bHyibgh/efzjqMSSJzWZHXVWIkoRpWXRAXtcMtCPyROxahuMhYZyQphmSICJ0FZ5ucTGf8G7QQ44+IMsCAi10EAZ7EBpEWUCSZBRdpRNEsqykRUSSBNKsQhBaNv6Kh/tHTmZjxn0Xx3Voge3+QDGuWKzWqHWJocl84UkI45eEaUZeHoVkXaeiVAriXgD1FLNvEokqwUQhzTO2Zc64N6CzOr4OfebuiPLco9ZU9MGczXIDiHj9PuF2j1E88NsfNnz+xStyxaJTBM5OBnxaCtxcL6jrBrUAxXZwZZM8jfFL8GuZs/NnrKOEOE6QdIeirEAU6dqWJM/Y7Y/R0v6wj65rhFFAHOcoiklVN3Rih24ajMcT9ocDvr9nfjqjlQBJIkwSBFHmLiig60jiEFOVcBwHTzepkxTDtHF6DgfDpK4ikjgltnSGQ5ssL6ETiZMEEYk0zVANm7gI+f77D0iKTFnkzGdzRsM+XQdJkfPh+gb5zTsGgyN4NPJ9ckXhZD4DIC9LOkFAUhSSNGO++Cf2vo8syUcemaHTdi3S44Z8H9GEMdrpCPPJnPtffsV2V2LYOi9//JzZkzll0rJarpFbiaqukGSR9uGRQW/I85cXiBJkm5QiPBBORtwtBDbbhidnp5RFQhDnpHXFgYKqfMRUde4eV8iSzA9v33F2NuVf/e3fslqu+PD+HT33S6qyZrla4jl9nj17zv3tPVVZkaQ5SZqy3fq8/XDParGBZ59TFyVRETPQFmjBPU1X8/zlFbe7B5IsY2BMud4uCIMYRVH47PKKgVHzw7ffkW0CzKrCM2Sm0gA1fctz/RWVWPNDc7S2dk3HdDpkaWgUacx2tfn4Je4xH/eZjfoMx0MeHpbQ1KwXj4x6fYZ9l8vzE74OFNa7PWWbYP38r/nsk2eUSUIcu0RJiO06mIZNnhfouoZp6CiKwXK1I8lSTF2naSWkCgRBICtqqrJh4y+5vlmyXvu8eqnheSVJmtA2FaZpcNjvUFWNh9WWx/WWThBIjIxKqbg4P8V2TBpR4N3NHW5/xJl0SpPX5GXGw3ZNq3ZML2f4aUxaVAzGYxTDIm86DlHG/Yc7ytMxtzf3aOoZtuMgiTJZlpHlJR+u7+n1R9AXSZKU7TZgNPDI85IkSTFG/Y9TlI7JeMD9ww+8e3uPrJnMz0+4vfvAT//qx8wuzoBn/OLFGd/97veoZw6SqlN2DSeTGWLR4G+3TIZjdEnCDwIcy8A0NSxZ4UcvnlOLDbZro1smjjxBCDPaKMeyTQ5BCB3kWUl4CDmZjI47za5hudr+WXX+L7pJDXo24SHmy88/5+s3b3h4eMR2hxRVQytIZEVNGIUgiFR1jfCR6Jtl2fEXXmS8ef+BtWUxGA1RdA0hPsarJ/0ehiLhqAqW3NLVBV3XkKYpZ+oQSRZYb7f0hn0QBSRZRJJlQCTLSxy3jyAci5dhutw8fKCVJIaDAZalk2YlZVNhew6SfMTuFEVB29UU+yU/H+Y8rh/xwwhr7+N6x0X2m++/RxQl3ItTesMRdhKhqBKUIZ87LzA1nUX3yFgNGZyN+edU4lY3mI8siqJBkxpOBjYfNiNu5DG3Oxfn4/Fx/dgQ68/ZDvq4rof7uY6qaQTLFcF2i+B5hILCTTUmKmOSpmBXDFHiJaIq4zomXdew34e4roNl95BEgawsWW5CopUPgytkR+b25pqsKJhMJjg9B0SJrMh5c/2Boq5RFBVTc45In8EIOYuRWqCpcXSTft9F6VqWeQk9HcNWsByPLKvZ+Qd0w0AURT68v6E3HFFWGZbjsN35dI1IVQvcP6xYrbecnZ0j6gYIIrpl0R+73C8eEcTjg6Msa4IqpOugbhpubu7pBBHTNqmyklqoGM9GOJ5Hlue0dYnnORjjMbpn8+s/vWfrZ4xHA3oDB8+z0QyNMgxRpI7Tsyk37645mZxwPp+xWCyYzEbkdYpuyCjDHof1lhYVVVepWpn317cEeUMqlnzz4T3z0YC+55JmBboO55fHROZw4NHUJbquUlU5J6dzsixFFEUEQaDtuuMxuijjuS5BkKAqCooEknT8KjAFiTTJkXQJr+9SVTWdJKIaGpv1kqYqELuathWo6Hh3f8f1ckldtczPz0BsqcXjbvXD9Q2tINB0ArKqomsC5+dn0B9yPm8p8wNXT88RRBH3E5eqrAjiCBGwLZv1akVwCI6Gbcdmqk94/22DJEsMei6vRqdE/gHLfMJvvvodVd0QhUcNiyg2uK7DeDLGdTTqKufxcUHdlnzx+SvyoiYrKjZrH0SF4XhOnndEcUzTNgRRiKYopGmKaZjkdctitSLMMwajKUVVE6UJutgxGvWp6Aji4HhKIgv4TUyVN9jDEYeiIn9Ys1guj4g2PWJbBzx885aXesH87IQgCPlw84DjWUyGHooiUzYy/cEQQbrn7v4W1x1S1AWabqDoKnGaopkScZwgqzZ5UWF5PWanY5arPbe3N+wDn2efPCU4BIiyhKFrUKx494c/0iY5X/xPfsH1D+9Y3dzTM3tIHbiGyXKzoKwagp2PJg+4ujillRuKJmO7XHPYbHAsl6vzMy6nZ5RFQ9vU0HWInUSWVBiGc/w3Ce3RPPFn/PxFNynX1NiuV1xvdjRlw2KxwSsgCGOa7kg8V3SDJE2p8hbDNBHalqqscAceLUdxYNa1PGzW6KaOIErYtsPFbEpXF1iahNwdRwhpkkBbIsoKgtjhuM6Rp6VrWI5JluXUTUsSJRimy3A04uRc4ttv3/Hm/QdGwz5VldEKKoqm8qMvP+f1+0feSiK2ZZBWOVla8vCwII5COlEkjjOyoiJ+XNN1oJseaZ7x7u4BFitESaLOYz59PkYQK0zb4snTE4osQRAqJMPmb8xHzuRHlgsfuVCwnT6//MOv0DSNJ9Y55+MZh/RoK96GActiSbeCk7NzBsYAv3fgJrglXsfomoKVWOR5w2Z7YH36P6eqKvw0wDIM2rpDkGQGkzll3bLfhdwvFgiyym7nk6US0ieXmKbOZr8lrypMW2M4GR9tjJLAYrOlPxiQdCa2bvHkyRWrH76lKBKSOMIwDaoqR9Y0Sjq+/eE9kZLyorhiOpmg6QZlWTMaz/CDDNNxcHSDh9sF+yCBLkPXZFRZJgpTdvsDrRQjK5ds/B1VHVEWBYZh0vP69PsD/MMeURBIspQsq1F0Ff8QsttsefL8CaIs4/s+ZVExmUyPyCRTxvZ6jGkZnJ8xcDzSLEG1LQCyLGEw6mP1LVRLRrWP4ZDgQ8T3799gWDpxHCE0HeE2wNJVTkYedQNJXhPGObgiiDKr7Z68LJlMJ0dSd5ZRNxW77ZooCinL472UbVtY9ghTtyjzhvFkSlVVmJaFqlsgKDQtfLh9wLF0qqogyGJsTAz5aGJdbtekZY5tW3RCCSiITUGUl7z9cEtZl7jzCY5hkMQRjmHStS1b3z/G0kdD8romrztenp9wPhlyLao8Lj5Qdj4nJ1M6OhRZw9B0ojBAlWUUUcQyDHbbFW1zdMWJXYsuCnz24jnbfg9N82lNFd2QGA1cbu8XBIcOWelj6sdUXBBEtG2LJItH8WTdYlkebdvy+ruvieKSvOpQ5KOvThaPh8XvPnzg6eUVA0XDEATKOMG2dBpZZr3Z4Q8CHoMFz04GILRYlsnpfEZWlPQ8hzgpkPOjwLSTBJqs5HR2ThiGPNxv+ODfoYkKtqWj6wb3H245m4+RxSMIW9NU0iTj/n6PrGgYRsf94wOSKvP06QWXTy5ZP94iaype38MyDToxRzd1ojTA7lk8dXoEYUByiPEsD0lVERqBzdslaikiKDaj0ZiqrumSmnCR0uRHe/d6tcV1bCRB4P7mDlGoGc9HyG3DyLZJ8xzakk6QUFWdiTdEkyUkWUW3DG7ub/jsr3+MrCoIssrf/tsf83/8v/zv/7/W+b/oJtXUNa9eXPH2/T3rfch2e2C1jzEcE0GWMAQQFenIx5JkVE09fvZrOnVd07YtLQKyIkPbUhYVglDRdgK2oZGECX3HRZY6EAQOQcjsfMT93QLdVGm7Gst2jvuEqkWWVaIoYrHcsj0k9NZ7Ptw80KJ9xO7LOLZJS8d6u0GRTRaPS4rzT8iKAssyOfh7TmZTsqxC1XVAJDjEKPJxUZ0VBUEcIcgCkqFBJ7F7XDHpqViacTxkdCwiqUOQBeqspChadE3H0jXS+KgOOTs7YbPZEscxy4cNktASZgltW3N1dUISJtiGDG2BoQj85MvPuLm7Z7PZoWoWZZnieD1kRUVWJLTaIEkz1qs1YRyx2UcURYmsmGRFQW/Yw/M8nP6Y+yxBNxQuLk/Z7HakecKQIYaislsv0TWNw35LLfewRxZuZSKezEiyBL0tsSwTSRCp6ai7DsPxGHl9FsvjjU5/4CFXNd99/5Y0r7C8AVmasd35VFXL9c0Nz56c8/LLL4mimLzM2O52aPPnyAOP8cBjeb8giwsUMlaLDXVbMRoMaFoRVT0ihERBwrY9wigCuUPooCobRFkiyRIc1WGTiKzSPfP5lKxuKLqWJgh4XN8zm0/YBztUU+HZp89puobVek0rNtg9F2/o0m/6R3RU27KLAhSloyhLLFVHECQEAabTIVHoo2gSbs8hPrRsNgfevnuLbRxRTqahM52NjzuComYyGlPJLavFmvVmg7jaohkWmmry/NlTtnsfpiMO33fUTYUqK7RVAa2Obevs4h3Z5sDLJxc8ubzgcbXm11+94f39I6Ikc3k6R9ZEpnqPs9mMXn/A73//Dcvtnn0QUTUNYZLiByF/9cULJlIP/WAwtnR2Wx/d0Lm5/gFVUzmZz4kPIXF44PzsBMd22fsHqralqjM0sWX5cAOvClqtRtNlRKnjxz/+Al0zidMSx7Lougbfj0jSnLZr6bqGXs9hMn2K7++QZJ1PP/uC+4ctN/drJE1kNplzOh9h6xp/+N0fyPKCNM8/PnIkLMPA9HRMu+C266hpECVwHJPdIeLx8QFRMagaKOoSSZVo2466aimLgjKp8ByXwzbm8bDhy4GHZnQc9gcEZLbbHZvNDutiSlVUCK3A4RAShhlJUpLnJc+vzjk9mSKKLYZtUZQ1ZdVQdce6FWcpTt/G7o3oKpV//sffkB8ycjsnbkKy4Tl10SEaJi8/e4nYtPRsi6yIqA2V1XZDHMc8ffKEosqJohBdP57t9LIcSQZdVji5miGKIo+PG6qiZLm8Z3p6Qm/QoxUgThIMU2d0dsrwdMyXP//yz6rzf9FN6uAHZOuC9WaLJusoik6UJKi2gSaK1HVNJ4AoSyiGhvAR26KpH4MSVYOoiORpTts2yJKELIlIgkDT1DT1kSogSRIgIMgqWV7hJxF5kTAZ9xmOapLVntV6jWHZeMMpujMgCiLyYk9RAu3xP/mk59Ifjvj17/7I2/d3lJXEenegmFWMR30+e3LO+/fXNF2DKupstz513SFJKm0HSZIgKjLPXzxnFxwI0wQQcHp9oqTh++8/MJ33sCwThI6h3kMURKoio6bEsR26BpI45PmzZ7iOw2a7JclKhKairnJGkwGaoaB9PFRN4ghdV9nvEjRVYbvd0yAxm59S7wOatkUUWnTNpGlrvN6Q8fSEu7vjSGw0G7JdLqi6klfPniAP+qwqiSxNOMQxs/mYum3Ik5i6E3h2eUWUp+z9A7LrUlclTV3i2CaOa+FYJlme0xydIkiSSprkPGYxfdehQyJJM4qi4frmgU4QSdKcp0+fsbi/J00qyqygaVoEUUJRZLb7BFGWGI1HeC+fEe+2BHufMiu5e/eOk/mcToH1aktRVNzc3XH59JIGaLuGzSakE+Bw8OnalrPzM548fUZR5ewOMePZCbKuk+1ilvcrqrpgcjpE0VQGwz6d0BBkIYomc/70nKqp6aRj8CPLMkzHpCtb9o8LFBF0RWXgKvRFGUUSmYx7jIYWiiShyCKGcUQVda2IrttIosxmvaPf74PQIMkKO39FHldUdYHrOiRZgShA3ZSIXcfLl095ED2UcZ9dtGO9fuBvfvFThtMe1sBGUFvCcM/I0enrEtb5nN0uIs9bFpsdXV2hiiYX8ymnoymCpODoBhvpGGVWVA3dstgGB+4Xa7rzF9QIHIKE7d4nzzPqssLzXPb7HRfnZxTl5Ihxms0ZDPogyfz6XYd3OufMEvnQNNRlSVmkOK7NoNfj4uyMP33zPW/fvsNzHeIkQlE0qqrEcSyePr3g9GzGerNBN13KGhabFWGa0Nc8qrZGlGS2+z2yolC3DXES0TYqvr/n2ZMjCdyySuQKxA7KIqdQJdqmxjQs9oeYKCkoAFlVydOUqmgQ2o6ig222Zb8Jad0paVbybvdAHscMHAtFVkmTmCyz6doK0zb44svP+HD9wPffvWV/8Pnqd7/DcWU0Y46h61R1SVV3dB0EUUjdCnRtS9UWaKqGKAlossb1hzvitiJWP+GH9x/Im5qb5ZJdsKLIUoa2hywIVHXGw/01f/2LvyZMYrabGNcbHhtj2yC1x7tJoW5J8oQsjimrFllSCaIYt3ec/miqTlnWzC4u+Lt//y+5e3/9Z9X5v+gmFSQpD4sd33x/gx+VIEoMxgNUQ0P7yAETBAFREhEFgbaDho68LEjTFFEUsGz3IzJeoBVaBFFEVWTKskLVdK7v7lA1hbB/ij/8a77vKhq9pVNqhqbLr/cKVdMQ5S6uNsArB2TeBYWa07QChVGRJAlN0/BONfh60+Ne+JRNb0acVqg/NulUl2i5Q315zmTS4+FhSRiGZHmJKCrIgkSWR7x6do5maByShDKNmHgupu1we1+yT3KW2xCn79C1EbZj0DYdkiRjSAaikNPveWw3O25ublG1eybTE2RJ5etvv+Pf/O0vqMsYRYKB55AkCZIIYVDhOB6CmKJ3CpKi0vMGR9J1FIJx1CUEgc+rly9YrjZkecXlsxdUdcsfv/mGnmvw/Ok5w4HHvqrI8wxFBss+jkmTJOXDhxvG4xM0TcOPQk7ncyrNRW5FBCBJQnbbPb2eRx5HjEcTtn6ALIo0dYMz7HN2ekKLwHqzJ46PANLZyZzw4NNWFZPhiIMcY1kmiqpQliV1XeN4NoplsBZBkSUUWUIVZGzHYGTZeH2PqMx4uH/A6w+Yn84xLZXH5YquAUVWEEWZ8WhMWRZYjoPjmohpR3J7h6WoZGHJm6+/p0hzZucTdOuIipEQEWWRho62abi7uaZtCuKkxdO9IxFl59MVoNseYZwxcnLmsxGSbPJV0MMWDUajOev1kuXijoE34uXz50dmWlqxXu8Io5DBaMB00icMAvr9HpquIkodhmkxGI5I8/Lj6USBpmlUWcXpbIIS7ZHEllHPpohD9ocHiizhRy+eczmfEAcHyrLl08sL/N1xb+N5Doams98cMCQV23ZxbJO6qigB1dDRdI0iKfn2/S075QXN6p5MyHh6eYrj2HTNUbju+3sGVx69nkeaJuiqQm1o1HWHLIGuyeiagCgKiILMar3hEIbIkoqm6wyGfeI4QhIE+l4PUVJwbBtRgMloRNu2iKJCcIiIsort7kCNTJKWKIeQd9UHwt2O89MTJOlYH3RDp64rpp7DeDIiKypOwynFu9/RDV32fsh251M3YNk9onxHU1dokkwYRBi6iYCIoagYhsF+G2GbFnQpmmaxW23oucd99Xg6oShy/P0Ow3RB1BmN+kQn86N+pMmZTY/iwiIv2Wy2x2ZVWlRFg+P1sEyH5WpPnieczGd8+4cfqFtQBx5pllHmFbZqMDQdtusltqExsPvMrib86PNXRFGIZgiUjcRoNMRyTIosY9j3EMXj7ykrCoqyRECgEwSaFq6vbxhNLtE1g7PzcwQEPvv8KVLX8rtf/+7PqvN/0U1qMB7SSEfo5ePaRzN0VrsdSZl9fKmZRFGKTEcUBlTNR72CJEHX0HEclwx6HqqmkWU5NDVFnvP9u2ueX51TtyJZnDPZ/Uc65Xijsl1vSJMY9UFGUGrGgyETUcKoHOzSpmtbFNkgjFJM0+H1w3dc397STUbUqsywzLGKClm1UBqNi/6c2NB4eFiQJilRGCPLMlEYIYsSPcPg5fkTXnxyieGZLFYbnlxMKRso6gbDUHj37j153REEKZlU0/NcJAGKLEOwJUQR2rbi4vIMWZaJ45Se51LXUOUVURDjGAo9x8U2HKajKY+LFY7p0rQ1bVPg9fsMB338/e74BRZHMG7RNY2ZOcZ2TUYMeXjYsNn7hEmCbZt4jsbZZIQsiezymiiKSbQYbzSg62pM02A6m5KkOU3bMp/NaLuOdZzRyA19z8YaPkOkJYpiZrMJruORF/nxhmT+IzpDYq0MUAWJ2mkI6pBb3WGmTBBGLavMxB98TjeQqOoGRLiLFbrGQtQkRt6Yh6TFzhLyKKErK/I648tPPyWpUsyehaDKhHFCv+fi2BY7RaEWoWlgOBxg2wZx6FPkCUGwoWlrhp7B3bs3hNsYGY2z8zOcmcN2v+Xg75jNx/QmLnmWYmgGjmlh2zZxGlEUOZqu4+8PqIKOikhXFXRNw37vI4gpFUP20ZquzZFFmIwHaJKG4/SIw4gsK0nSjCzNWS42DIYeZV2hmzpV3pCkCZphoeoqu/2OQxiz3B44O3+CbTssHu9xTJWf/eQLVGqyrIXyGCJKdge2bcew32c67nP7sOLV5RlR1fK4XnPwA56dX+DHMY0g4A37iCJURclmewSSSobBwy5g+bDEq0p6p8cx58l0wnK5YvWwwrTM/zJJyPMMTZVZrSLqqsFzLzh9ckGzeaAoSg5FiKoaOLbHZudj6AamafDlF5+haRr73Y7+aECapDR1jdCJLO7XNJ3Aw3LLxo+JsxJVVymrltVqx7apcC2DMAg4ffUMRZGI4oinT69QdYM3b98xnc4RRQnH9HC9AcvNhqY7pkBFJUdRNbq8wt8Fxx2YYaLICnmSEh4CDE2hP+ijJhVGp6BpGqIg0PM8bNMhjX0eHldMpjJJFlIWLe/fXYMg8uL5OXFwVKYcj31rirSgrRts3aEpGgzD4HQypa4F3r2+JspCNNOmaitkReZkPqWKA3QEhnaP+WzEfDLCsQ0sS8dxVcq65hD6HA4bXEclyjuaKkdTVExTR1QtkjSjrEpAgq5DFmU812LQ6/GTv/opvZ6NNzb5v/43/y3v3775s+r8X3STMi2TXisxnMzoD31Mx+X69p4kS6nbhkboiMMKz3PQdYnD4bgnkUSNQb9HmMYkacp4OECSjgk7CYEiy9n7Pg+awnw8oi4rsiCiLn2GUsfEENnFFa4k4fUcRLGlN3BQFJnV8gN5UnF68YQij0gOW/LVA10cUEoCgiry1z99wWq75Wx6SpwWDEYWkXJOUVVkaUZbVeRVzWDQY71cI1omL5894eJkRKe2SPQYD3osd3saQabXc1ivlqT5cQckUCAi4dgmfcUl9hek8tERlRU1oiRgWQZ0Dbqu8PLpUxb3a/ZSw3jwY3YbnyhIoBMQBVB1ldPTMWGY8enLZ/z2t18xGI0QJQE4qsK7tmK1WlDVLWkao2kOyXLJcGhxej5DlDuyKCCvDPrDSyzJRxUEsiQBWUZVZd59uEeWFdy+RxbFXN/cUZz9nH24Zv7kDEOV6SydJ08u2aw2BMGB8/pPiINTmrCm3L6lFEBAYmAZFNkjzdsbnl1cMpA82r6IIAnc3a/Ji4LFeotp2Zi2gVLt+KlyHBGHWx9DkXF7LleXZ+iuzjb0UU2Vx8c1nz5/imZoOI7Fu/d3IHZ88dkL9tslE29GVuSUTcHk9JTQiRE6iWGvJEsKTq5m9Gceb9+kLG4eOJnO8dweZdGQ+AmapiEZElInMHD72LbN1lhTxBmyojA7maEbGovFht5ojGCKDMdDnj05p8wTmrJGQCYrKgRFwNFMZGXGsoPNesd33wn0Bx7r7YGiKLlfPpDkOdPpDEXucHsOf/juHf/0m2/o/t4lO0QgFrz98A5XEZiOhwwsi0+ePQGhwd/57NZrXNul77gs9wFNGqBJUNYtZVORpimdICIiM+j1UPKKQ3Q8Utc0lbrr6ASJSgDHs/E8FVmvcRybalTg2CYXV2d0dOy3W0ShYzToU1QNVmgQLGPIjjvHt8ENg75L3UXQtXw4PDAe9pldntDv97F1BVlTMRT5eK8jiZRlw3K1w3SHWJXMYNCyDSLyquTHr54jlDlPLy/R1JayyPF6QzTtiCd6/+4tbdfRCSL+PmC13PHZ86eIokYUrVA0jU4QKYoKf+djmBbT4RRVUajKCjpom4bZZEisq1idjtEWOK6Lqqocoojf/+FP9D2L+fwK2+nx4f3XJElJU7WURYJj6ZxMp1i2S9O2SAhMxzO6uuOwPWBaJqtdQBymfPLlj7i8PCdJK6oGalnigRbL0ugkB0EUcB2TYc/BMhSyNKQqj8BsVdexDBXHOmpYhA7SOCUTUixzTrQPUEQRxzQJwpQsS/GcPp5t8uzpJZ98+YzL8xn/7f/9v+f1N38iy8I/q87/RTcpGZAFgcX9LcPRiEHfJgktXEflEEbk5fEFpCkiL66es93tWSw2FE0HIqiaRtt2CNIR2Kh0IHQdlmUhCoAgYLk2DR1BdIem6MiaTpomtJKMbJgYtkeWR7x+/ZqLi0vqqiZOUr7507dopy/YqyOaJ0NKc8mqbpFdA578FfY8JRRkVsstf/iwZ35yArpAJPUpxBFV0+DMZhTqNb96WPPw+zt+1Bi8Gisoccrt/YK0qhBVhVpQENqGQ1Dw9v0dQ09HFjomsz5tK6DICqquIcsKUtUym844fARTNjUYhoapGtx9eMfrb99ycXHOwT/QNCVILbPZCNs2sU2bh4cdo4GLJHf86ItXvM57GLKAiYkoCpRVhiRJ1HWFYWj0vAG6dpxFLxdbloVG9/wJquHxw9t3TOdT4iKnbkWs4YjlYo3pxxiWieH16bqONIzYr1Zcnp7S0OK5Jm07YOQf2Gz3DDSJuqpZr1YYuknP8xDymn99OcNQRXRFoO8KCIhUbcPzl0fA7398fLDWW/EAAQAASURBVENwf8fw6SVyENMikOcFTs9m0O+RBBGr9ZJ/+exfoJsav/3d76kbgSSMyZKYMsupsoTRuM/M0jgx5qiyQF7WlLLA2eVT/rv/x3+PYWhMRlOSQ4of7NBtBUM2EJqOm+tr9vs9g8GQu/d3CCJcvrpC13SidYCQd4wNh7IR+eTJBfPpiDxJjg4fSaOrBRBEJFFA11X6sxm+H9NJCV7fYbPaUXVHAkjTtPiHmOV6T/PtW7I0ZT6dcIhi3j3+FkVVGY9OCeOcDx/uaC9uOZEk2vb4FSNpAqPhM/IiRupaZrMptq5TFCVVWZBnOYuHR/w0x/U8zk7PqaoGy/FI4hQo0U2TWq5JiwqhzKFuGA9HJKbJ6oc974ycV6/m1HVBVkRIosBysSSJY66uLhkOhuR5TlGWRyW9IDCfzRANCTESaeoW4eOfrKpJi4y6dqjqGssyKbOc/cGnaRoUVcVxXF6+tNgf/oC/P3B9+0BYZoi68VHdU+KZOqLY4jg2dQlCB47lsFwvjuBb2+Xtuwf8XUcSpfzjP/wWw3WQFY04zVHUY6BJVjR8P/wv/yeK3KcuKyzdRBRE6rqiyFLyJsFzHYSuZb0JCf2Wrp1hO32+ff2GKCgYjoY8fXbFavWIKILruuRpSVU3jAZDbMvhsPfJ4gJqgcPhgKbplHGOaxu8eH4BosTtcoN45N6jqBKiLGNpMgItcXhAVRWyLMNxXVzbphnkDDwbQzNom4a32x1JkuA6NnmWMp2O0QyVntsj8A+0VYEiSZyfzhhNenx4d81vfvWbI5HDm/zZdf4v9uft22sG/TGT/oCmanANg/PpgOu7ezzLwNQ1LF1BNzWGAwehq9FkldUhOP5asoyirIizlJ7jsvf3pFGMZZh0dYMsmoRRiO3aDMYjoiAgySOiJKHrOvzAZzz10AyV0/MZYRQwHk64uHzJf/rlP/Pr5pSxVJJXBRh9qjRjV3a8XYV44wE9y8WRHPaNjF91IHQImongijiaSqPpnL/6hEIyKCSJ+8ZkIz7hX9VbJEXF1XT8NAZBQFFkNMMgTQvaqsC1VaIoo5ZbqrSglhpEoSOKUw5hiuP0uLl7oKoa0ijjkxefcXV1yXq7oT8YomkaYRBimOrRo6NopEmGqauczMZs9wfKsmDguWxLkV8Ln9Af9ImSnDfBe+Ikx5o+w+8N+NUmRNx0xOEJaQNJfsLvpSs2yhVmZoIkUlU1pdxSTktkQUPIoPBaBlKNax6pD5ZloukaYZ4iKzLnl5cUVU1VN1R1i6Rb6JbLLoip8pThYMjpfEbfG7Db73Ftg2i3w/Y8RNni889e8f27W6IoQZALHMdD11QCoaVsCnTX4v3NNZoq8/Llcy5GU2pRJNjtKKqcyydP2BkqOi33b15zNhkyOpvTWAKlLBOsV6iiyC6OkJCQFYmmKokPEeP+APWTV9zd33H99o7IjUnDiKdPLymDjLg8MBoMacUKT7VQhjoqUGUpeXa0ya78iGAwo+q1/P6rP2CbGs+eS9w+PNBzPTzdYXfYst8dcG2HwXBIXTc0nci333xHuA+YT2aMp2NW4R7V1Lh+vGe12TA9OcU3LF5+9gn9LiPPI06GLnmeYJgaotgRBf5x1KObFHWL1zOYzeYocYxqWHSIFEWObug4jkOapFR1xfZwYLVaoyAyGvRoq5q2rhmORkznQ7Z+zKhnEvoHTMOhbVu8Xh/P8TgEB9q6xDBt9vuQIFTpVxl6fQxZzJUptBWaqlB3FZoqU9UlcZKy2/t0dBRZzng0RvtIPAgOB3qeiyjmjAY96l3LeDqjKFIc22Qy8nA8g7JM0TWVlo7qo9JHlGXoYDqZouxEXG/E19/8if3BZ3IyZjKbglgRxSGCKCPJKsvlgihJMDQFU1EI9z4CIH/ynK5ryNMEWZaRFQk6SPOKzT5E1nRc22PUm6EqAudXJzx/fsrNh2tu3t+g6TphEOHYDnma0rUtw/4QQRCwDZvlasnXf/yKRgRNMyjrkp5z9M61fkNR5ugoaLZOkefcPD4yHo8o64ooismSBMOUGQ16RGFKGkc4poWlG6RxgiSKdE2L0IJtqUiCwyGsUFSRJ88uiDd7/sf/5/9IU6VMBhZPn57/WXX+L7pJLXcBpjPANlUsWYamxrNMXj19wncfbjBsC9MYYLsmYRSgyQKDvsM+CInzHEkUEejIsgzajs1mh7/fMfQGCF2HrMjcPDzwr//2X/Bj91Nur2/JswRNV7BMjbKIOD2bohkydVWSxCVdJxAeYlo6urZG/fBP2G1BFhe0ZcnQUlG/XaKOe/TnJ1xYDm7zgCYqTCcjHNfiT9+8ZeSOsMyjyfKyn3B384DSLdjZQxpBoqiO3LS2Fqi7CgGBOIoZDwacTIfUbcHt3YKdO0IrCpSBQVlVtC0Eh5i6VRiMxsRRiq5apHnKeDoiSmO6TkQQJYIgQlZ6RIeEOEq5vbv/2Pg1vKdPeNjsEM2Cf1u/5+DvsXMP8oqh/0C/6wjWMfdfZaRRiiLJ+PsAU2z59yxQvR7rzYbTJxeEZYIiq9zcPLDVpjyOfgRlhieL2GLJd/N/ha4piJ2I3MjUYkNa5mBIVJ9+wm4XUNUNkiRT1Q1FUaKpMvXJnG9bcEubUjulaxSUtOZ/2QNJ6HA9lyRJ6I2OI93ddodhaBR5Ttd29PsOvcmIm/s75tMpJ5MJrSji5yGL1YLTyRihKZBp+PzVUwxN5smTp9w+PpKnKYvbey5PT7i8vOK7Nz/gWhaKNOUQxAStjyTLGIaJpduMekOE2QTXNonjmCxMUHpjTEknCLZMhz3GkwnLxSNZWWK5Lo0oUhs9/ijrHOoFJ8aENxudt/cbbEvA8WuwPqWSK3TDQFEUyrKibuC6J1EoGYpzzt4ck3/2hNJQ8dcBN/cmut4jc6bEh3sWt9+jqR26dMrQnTAajdBNjSJLjiELVUYzLL7/7j11A2mc0aGgyGBoBmVZIEoSXdce7+wMHcexaKoGQRKRJQFFUaAT+cd//gPf/Emg52o4qs5nn3xOXjW8e/eBtmkIDweeXJ2TJtlR5d66hHFIk8U0Q5lNDrZh0ZucoogQCjdIjscBGVIwdYtIsmkKga7IEUWROBfIVYdYBMEZ0Tf6lKKAYfUIOwmp7nC8Prqs0LQNWVnjFxWdaFPkBU1SYNsjRL0mCGKaBs7OnlBWBXcflrRCx3A6IM9y8qJAU0xs20CVBDRJQjQ0JsMhh5M5bXegPdwgKyLjwQCAnX/cFeZ5watnT2nKkEKCPPfQNY1nz56RxEfiR8/1kCWZMDwgyyqu5+Lv9xR5Sd10nMxmfPfDG+z5UT/fiAVd2yC0LV3XUpUlYRhSlyW6biAIEnkWE4UJRZqjmzLj/hjXdjAVA02OyZKUOIkpiuJ4g+rYlFWJIit0XQGyxGg25qvffc3j/QNtXTMeDJhNRn9Wnf+LblJFc7xdEtsWDJnb6wOqIuP0eliqSpKmoMlEBx9JOl7Y39/fE2cpddchKxqKrFA3LVlR4vb7TKZT1osldVGzWe9xexp1XTIeD5ElkdViQdtWuJbNeHzC+dmU9XZLU7eoynFnkWU1TdMgS/LxLiVLOOxCdO0Y/0yXOy5UBU3zWS4WxyNd1cK2NTzP5uxkgiRI2KaGY1sUaUUWZ+yqhqKoEDQFUVKRRBnPURFkAcM8qsgNw6LIEtq24/HRZ1Mc0IuAvakhiCI7P8T3I/703QdGowFJHDMZDFAUmJ+MKIqUsszQWgXdMLAMC1UzUBSZJ5fP2O99XNfB9jwqQSLyI+R6y5kOVCGb21smoozjOayqlpuNTx2lyIrKWKwR65LF999RNQ0tDVK2Q3FMvOGIU7VmW5UMvv8f0B+OqcDL+ZCff/kpdZHj9Y9On7ZtwRMJ45QsawjtlCiriKKc5WbHYr1jNOozDEz6lsbzy0tcx2ZdSfxDb07VLnh4XKGZFp7r8ni3wLENxK7j6sXVkewdRkRBxGw6IRBE3n+4puc6/HD9A/3ZAMcyCfY75uMxlirz7NlzgtBnF4QcoghFknn59DmyYVMLAsvHBeNhn8Z1icM3TEYDWqAqMtqqQ1UEDM1BlgTOT86YT2e0XUtT1bQdLDc7dv6Bx4d7HMehP64ompoXwe/Y7SA5BGwXCx5O/w6992NU+bjXUhQVSZUoygJLtina/HjL8+KKLE15a1tclyKiIqJKOu1EoP5izCqtUIWOd/oZZvJbTmdnDPougm7zfyufIHQadB15k2NgU4QN72qBUm+pTxo0VacoC7oORB0QBBq1pkNgbwQUowZVNzC3v6WvymxMAw4iDQoNGnWt8uJHP0Yxdartnk5oaRGPXExJQaCj647j2SiKcOWaqZDwbvwlggBvSxPLNmmvLngoCiRRRKwEpEZCH8xIs4y27ZCQkT2FWMpIpRJpenQdFVVFVeYURcZMGvJQjOiSFhAo8qMQEFEkbbOjpfcgMKJAEWE6maBqGu/e7Qjj7KONt6Bqa7q2I0lSTmdjLk6mJEFAleV4lkGlq4i2iX06xfU8dN1gs9kgCCKO6yHUNfd3j8xnQ+SuRZYUkjRnvVrR8zw8x2U2nZLnOatVSde15EUOwHg0wrJsFE1G6Dq6pqYTBGazMZNuhJ5bpFWOKEBRlYjCcYRYVzVtA0mU0u/1cG0X349QZIksKSjzAlGUsC2Hqj6O+gVRRNN1BEGkbWPyrkbUdb5+/T1NJ+B5Hl3bsd/+V2Dm1U2Tomlo2pr55JQ8T4niCE2ROD+dEMQxsiISpTX73Y5OVFlt1rSChmqoVHVFWRZkWUleVB/tvA2qppGGOZom4bg93vzwnjIrMHSDq8tzJBnevfme3e6OKNpxenGBIhvsw4A8r9A0jfFwxKOmMZ2OOSwrur5Iv98nDH3SLCc4hJiqyOefvsKyLHa7Nff3t0gSTCbDo68mCKmbjrbrjsilsiOMYoI8JktKmi5HFDrOr2Z8+cVz/MOBoqjYbWoMs8fvf/8HPkSPjNWSeODw9Nkz9kFGXu3RNIOubjifTZiMBgyHfRBqTk9HJFGG6/Tw7OPcOUtSKllB0wzqGspKJM0aHhdb/NRgkR44m/SQVAnNsKjbljRNCaOYOIrRdIOmA9N1ScKIZZDjWiaSauBHOVLdsNkckASRUDHQ2paJ6/CTz1+RRhuK8IBpqpRxgNhUyLKErCiIRYKrqly9OEPRHX771XesHu9xDY2urdlsNuSBzKw/YNr36JKSoiyJ6hTb7VO1LYIoHF05I4+LyYiRrdOejmjqhvCQcf3uGkmWCNuayWzKi+fPcYYO72+vieIQSegYn86p8gLHssjLAkVSuX9YkBYl7mhMrzdkPhjSVA1ZlPFkNuPLH3/Ozd0D4WqLZKkUeU3W5rRVhYSI13Op6oo8y6jLhihNyIuaspSoopJWy5B1FXl/iy3J6FnMqnW4ym/5RX2PqclcPTnDskzSJGW33VP5NaIkIYhwdXXJ7fU1nm6hGxpVW9Hv9dn6Ge/lDb/8/e/oVIPHZ/8GU5QYDftATSFpBGnFvxO/pd/rcb2/wzBdLKfHsHzP9hChqRJCItI2NVmeYJkmQtfS7w+OCbYrm+uHJb9sBwixSVUEIB53w40gs9lHHHYNdfUHEFvapuCnP/kM03PY+ltu7u8RRJl9GFEJY2RZ5vJ8xHnziCgesWfdocZpj/FwP9ujiBKGbiCLEqqqkLY5tuUQxke4c1ZXmIMeeVVzKEPCLGa5eWS1XvKJfMlfX31BWhxZkKZr0DQVWV6h6RZ3yorX370ny1sESeLVy2ckYUo2r9h++z1NDdEhRtRkdMOgKTMGbo8nF1cUUchuvUWRJB6KjNN+n4F6JNc0TXuM6uc5TdNydXnF/d0d20PAyXTI23fXdP+f8FEnoKsqVVEfp0NpjqJpaKqKLCtsNjuiOKbXsxkNB6iqgu3ZFIhkWUGSZJiGhW1qIHTIgkgjCGRVi9Mb43gTdFOlakXCpMS1LcoW4rwEQcB1XcqkJUgL8vqAbpukWc7N7ZKq/xZVtnl7e09X1/R7NqNOpiiaP6vO/0U3KUMVEUUBWZMpqwxFkRj2e7ieQ1oWtByVAh0tcazixxmablIjIIgiNDV1WZOlBYZpYFoGeZbiDVwM0zyShPs9FFXm9u4RXRK4vJjzxRcvOJt7rJZr3n94h+0HDIY6ZdUgSwpRFKNqKqIkoina0RIrlxRFjmUYRxCjoaAbKggtui4zHHgsliturq959vwleV7QNtIR8dRKTOdzpKziTSvw5s0HZImj22VkEwU+ee7i2DpJHDGdHY2lg9GYvjHCFRMG4+GxQAkCtmEyHdlItJxMx5ydnRJFAcHBZ9DvoakatuUQ+C1l1SErCl0LRVmx30cEYc7uEPDm+ob8fE6WlXz/9hr9IxpKFASSJKMqG7yeiyRpFEVFXhRkTY4u9zhkBRQVRqdiaQptK7BYb4jnUyQJWrEjTSJMXSPOczpaZrMJLZBlKUPLZjabUpUFUbDn1Da4mA/56qsaU5MAkSCriQ4p89meXt+jVWzEUiJOM/wwJIxzpueXyLrJvN/DM2RUoeHlxRRNUfjP//RHNM2kqkp6nkvXNYiigKkZzCdT1usljuOwWm8RupbxdITTc9D0jOl8zm4fsVrsiMKcgePw8PDA6mHFwLPosoyxY+H3+8RpweNqgdfrIYgdYRQiiCLSx3h70wCdjKKqeN6QOE8QZI2mhTqrqaWOpurYpQlPDYUzx0YVG4TkQFmE9GyHgpKkyo4jGk2iJxUMX8wROgF/v6c/GtLRIVsK5cBkYksgy0SGznTSZziwqbKY19++pnl+iqqUPLz7gTSKSYOIt9+9Zjo/J9ylRMuQ2WCA5zk0Fse9U11TlTlem6KJAie2gB3VzCdDpBiugcYdIdSgth2upZO0BZ0gIIsNq1rFymDbWVSqgyDI+HJNrTjoGMe7t6IgzVIURaLKO7IkYbtskUQRzdIQu+ZoOMgbDF0ny3Pevv0BUdYJoognzzQ000SWJVzbYrkS8HoD0iRns9hi6CZN0yA6EtvdhjQpEMSUvGzoDce8+c0fKasKwzLYrrfohkHP80jzlCg9cjrLvMIwFOIw4fb6jr5rISvKR62NiVCklFVN1TSUTct2F7Da7xkORrx+f8vjwx0/+9FnnD95zs39Pfv9nmHP4e7+gdOTE7abLbKi4HoOHVBWFQBv374lThJefPIMu+dQt5CXFUlV8rheYNzd8+RsimkZ6KpMWlT8Z/Mn1GKD0EFeFMjZ8VBc7iQEHxRZptKP5B6lVqjEiqqs0ESdet+S5Tmx2OMsPYNO5P3zf8vTq0tWRc6fVg/Iu+rPqvN/0U3q2dMTVusdXddRVjWiIKAqEkF4IM5TJEVBkkFVFOazOXpSIAgqN6s1giRiSBphcHxF1G2LZVsYpoVlGShaRds0RElEHNdYmoaiywz6DpYpUjcSZ2dzPM/Fdnv88evvieMCXbMwDBPHM1BlhTD0EaoSVZFIoxDdtbAMiaurU159ckVVFseFrK5imwabzRZZFuj1etzerdB0HVnSOYQJ/f4IfKgbAUEAz3P5/PNXTKd9RKlDN3S6psEwTX744QZZVlFVDVMXOIQhVdNQlQW6ptB3LaoiQ6SjLHLKqkIURSzLPh4EblcYhoGtHY9Ok7TA9XpY5pa1f2AwnOJsY7K85P5hg6ZUlNsdkiLgGBZCy1HuNp8SJSm6rjB33KPDae+TJyWKpFK3LVV5hLYWZY37skce7Vj4IaIg0rfUo6RPk0EU6fc9EASCww5N1/BcD13VSeKY02mff/d3/4K8EfGDlO9/uOb1dz/wsD6Qlz+QKBbx+AuKuiEIYu4eN9wuf4+uqjRnp/ReXqKZNp5tcHlSk/3kBb/+/VvKrCJXBOIkQNcU2qbm8uyUgeehqjr3+zu+fv2O8zjn/OKUqoHhaMrr7655+/4WRVX47OULurxg6JhYmopY5jiqjCkLoKs8f3pOnJbomkYcx9zd3OP1XHTDpGqPtmhZkpBEE9s0KauKqilRJZlWFCjKBkWzybKcRI5Jm5K2tVBkhTROqeuaosjp9R0+++ITJAmqomC/O7BYrBgOx+z2exAVLLljPvbY7DJ6tslPP3/J5fmYuuyjjRqWTctyF3D7uCAKE1TrKDF0s5SXT57y5rvvmIx6nMwGqKpAlqbomsvO31MUEWkecXZ6zqV3ivD2EVNTuKjWvFdGFK6Faej4XYemKaiqQhgdiOQBv32bIol9Tr05VVHRWAMGssJMAEEUyauK5XpNfzikrRui/Z7JeMCTJ5fkSYQoK4iCeMShdS2d0OL1BxwOIUVR8uH+ljgrGfWHJFFMnmf0en0sSyVNa5rmOAZzqgbP6zHo6/zyl7/jl7/+HXZvSJjl1HXNN2/e0FYteVbR0CCrCk3R0FWQ1jmTYZ/Vzuf+4Y75ZITYtoyHfUqvJkkz3vzhKwzbxnb7hEnK9eOGAoXVdoPnWHy4fWS/3TKaTCnKGiMrWG/3fP/dD1iW8ZHiLx1XHB2s/YDBcIBpWpyen7I77FjeL4iTDDSHtLSRJI0wzugE8GwDxfKgg39XfkOZFqRJiutZaJ2KJICua+iiCrJA1wlUVYnvH9jtfSYnJ4iSwt1iQRSl/M3TI5Py7y9a/u5vx/yf/0//DfvdEsfT+U9/Rp3/i25SuiIwHNjIgoQfBViaTtsqxEnEer/l4ukVVZHR9yweFnuCfcBitSEMImRVJckyqpqjfdI0CYOQrms5nc3wA588jVEl47hXyktcc0zTtXy4/QBty+nZFaZtsd3tEUWJPCt5fFwzGAxpycnslLaukGjRFA3dUKmKFAybPM9Ik2PEVpQlZEXkydMrwiBks1zheh7DnkdWFHSAv99RpxV5e0EcJzimxnQ4JE0S6twEqcMwTAL/QF3Xx1FRnqCPFBxHQVE76qamaRtMw8S2bKKq5uCHBEGMKEtUZUaSHPUFCAKmadB2LbpiIHsGZVEzO5khKip+lLHb7SgnFb3ekDzZkBUZnulgGgaWrmNYFrphsd7vORxCEBuqJkdQBExHJ45TRKVDq3VkVUOQdbK8pOtAskwedgc2u5qhZzNwdIIwIc0yXNeibWuqssDQt0ynU0zDIolDXj49A0Xn2+/fs3ZULk6m5GXN+8c9u2pPpV6xLaLj17QsYdsuWZay2u4wxI7uyZTT009Bhr/66xFNJ/HbX31DmVfIgoZlqMwnI24fH3l4fGTQH+O4HnXTHlFOikpZFWh+RBgeX8Vl29A1NafTMT3HwtBVDFM8Bnu0zzgcMm4WS3aHBEGSKIqSoqiom4b8ozgTBBaLxZGXNhqgmApCLZDFCapmIHR8fBQlLJMVrq1TNS2uZSKLIoosY1k6h8Oet2/fUlUlz58/w3Y8ZrMZqqay3e8IDgm200OWOmxTQRJA02QURcYwVEpdRt7JrFZblsvjq71KMjzPo65L1ssHxqM+dDWWqdG1FT3HoW4a5pMJjudxc3NHmxcUSYJaZox7JlLgIz28RkBgPB4SBAGea1M1FaLc8UQ95+bhLV3X8dy8oi4airyk7/Xp6oLlpiTNcsI0J8oWeK5DKxx3VnESYxsmuqrh+wdApKwqsqpgOByg6yaoGovtgY0f0Lagqxrz+RwE8FwXBIm2VSjqnDBL8WyLu5sV+yCjrGUWS59OFDAsnbxqjxMeXaUpa1zbpSoKsjzHMHRE5Ug76USR8XROniSUFez9AKk6EksEVSPMUqLkGP/2wxBJBNc0UVWd9XbHIUy4urpAVQ1O5mdkRYGkSNi2zWq9oWkaLi8vSYsc1dTZ+j73j0sUXUczHdzBmG1UokkGgiyR5SV1fQT3FkFG6M6IE5/ZYMDLp+foqszB94+p3p6FgHC0G9ctVVXg2SbhISA+BKiGxc9/9BNef/8DtiRyfjpn/rPP+If/129YPd7R80w0Ufqz6vxfdJOSZYkiz3DHE4JDSFJUyKqGqChYloskKsf5qgy2ZbBavubD9e1xYd7vI0kKSVpSVhVFlSOLEk3b4Ps+siTgOi55XlA1Apossd6H/NNvfs98ZuM5LoqxRVaOFt7BcEwYVKhqzna7xzBNOrujbWoMRcI0dFRFIYkDuk4kjFLev7+n6wrmszGOe4ZlWVxeXlBVNZqiMhoox0PAqmO/89nlLYZx3HOdzUeE+w1//N1XrJYDXjx/imv1CPYBh+CAbbkIQk1T57jukDrdE8cJTVWRNx3r9Za2bkmTlDSNGQ5H2JbOcDCh5zrkeUHdVAidSNl00HYEQUySV5ydneNEIXHygnthyEkVoCh9DnFEmqeIkoikyPQ9Bz+ICfzDMTlnW+i6iqIpaJpJnGQ8Pi4o25q971OUNZWzxDNERAEaAbpOIM4yLEPhw+0trmWQ5S5lUaBpKnQSBz+k6zpUVaPIU4SywJQ7fv7jV3zy8jnffv+ef/rDawLJpT5EfHP/nuloiOV6JHnz8e/qZFnObrPhEJwwHg84JDk918YyRBzb5eJsRp5H7P0tDzd39IbHZXTXdeR5idyprLcHttstkizTtGDZLqqhEWU5I8ukSBJmQ4dWKOiqnL6tc/fuA33TQOg6ltsDoe8TpQVFcTxEL9sSmhZVVmnqmv1uT7bI8DwXXVVo24Y4jCkEl/lgSLV9w4fbR2aTyTHG3pT0B30EPDRTJQwiBEni/uGRrunQNZ0kSRgOBtiWjabarJZrej2LeDLgRJ+y2S3oew6IHlEas96sEQUFRTn+m/zthpFrYhsqlqVzcXqC61hEUch+52Nb5nGMrhlYhknb1Ni2wavPX6HGK+I4Repqnj19iaYqpGFIkaYIEiDJBHFChYiqykR5RR4nfHh/y1/99GeEfkgURriuRxBlSKKIoijYpo7b61HXHZ0gsFhvCYOA2XSG5VgQxdR1hSjLjEYTvv7hGs2yQZaxXAdVFPF3O9I0wXM9OkAUJeqqo0Xi7e092yhEkBTqMkcAuq6lEUWatkWRZBRNoShTDNOg6WrCMKRjTNc2tHWLIisc8mOirhp1pHmJbdk8rjcohkXTCbiuR5RE/OTHX3A2HnJz/QHHPKFtGxzrGP5RBXh8uEVVJbIsJY4jFqsVoiIRZxlN23FIYtJ3N1w9fUIYpXiKitvvYaUWRV0jKCKqpOIHCa2sok0MXMVjdjLFMBTqsoSPxmvLMqmrkiKvaMSOVhDo9fsMRmPevLvhsy++JA5SwiBiNB/x/OU5u4cd716/5cWzJ6R5zNb/ryA4oSgicRRTFBWmaSHJCq0kUTYCHceXgaeZLFcb9n5CVTeMR2NqRIQWaBo0SWI+m+B5Nm3b8e3r19zd3tJ1HbPZlDwvKOuaXZkjlgU9W+DVy3/Ns6dXhNGeJC3Y7kKytCPPSvI0Jy9LBEFGVRSGwyE6R8dRVdf0XAdVFBBQub9bY5oik1EfEQjDANuxkESRtoYkibFsm7Yp6bkm2sDFKR0c+xgMUGWJwaCPaznstge+//4dAnD57IyT8xPKpsI5eYrWJmiKimALZLJM20IcZxz2AYKooEgacZKhqeqRfJCWQHuUBao68e6AY/XpkLm9ueH9hwc+//xT/vrnP+EP9waGf0vPMdANhT+9XlGIAqfz2fGV1TYfxzYaoqjgODa+v2fYsxFo6Q88vH6fNM+xO4FmPMBoC4RtTrhbM+0PeH5xwcnJiDINKYuUOE0QBAFNEEnSBM+z2WxWXFxeIckieZ5hGgqGaSNsD/z082eoqsTvHxNe5zl+mBAcQmzbJggiyjynbygMR1Mmsx6ieCQExIcIoe04PZkjiwJdUzIcetiuzWE6ZR8kiFKCbhp0dEfZoihTtQKiqJAmMU0n0FQNq82B1c0DhnD063z++VMEocU/hFR5gq6LjFwLVVYxFJ1314+stzt0RaWTWzTtGFPWDIMGgUMUoEoaZVZQlDFRFNEpPfKsoKw7JFljs93jujbDnothmfQ8E8QWQYQiL7i/vUdXdfTpjCzL8BwHZahTFDWfvnpJXsFbVUSRoW4qkjwl7ETc3pTzixO+/tN7rp5eMR71KJKY8chjMh4SRwGBvyNPQgzT4P5+wcl8gmWblHV0vNvyPHRdYWg5dM0ORWxwTR2xrY4RbcuiqgpqRaZxetzHJZ3qYPb6hF1H0spEncoibTDs4wMxSVoac4iiqwRNiSxZBI2KZnissgp7dEocN9wnFSeuzkOwIysqFFEgiiJu7hc8e/UCSdNoAN3UkQLxeFjvunzzzbdIksDF+Snb3Q2P6y2658LqQFrk6JZOXpZUbYOmKiimgiJKqIp6DD+pCqqmAwJnpxdkScrtw4LNYkVTl6SHAKFMidY+i9UO0y1RJI0myaDu+PDDO7o04vxshms7FHnBfD6hbWrqKsPtuViOSVnnuH2HVmxBFJE1HVPVOe1kNrs1bVXTcy2gA0HE9wOk3R7H0MHq0BSRyfwY/FIqBV3X0DQF6Dg9nbNaLUizkK4FVVGxbQNNUo5pwLrj5GSOpikskhDD1FAVmaqu+Md/+BUCLZPxiPWuxsiUP6vO/0U3qSIvGI0GRwirouAHMWXd0tbw7vqOWTEFYUhRtLz/cM/hENMgI0oSTdNSFAWaatBzbdq2RlUUnj99QniIPkbHj6M2WdOQBRBkCVGB9erA+WlF10mUVcW7tzdkSYXn9DEtDcczkZVj8KIuMxRTZTbpc3N7jab1sFQNsQNT1xh4JlInkMUHLNtD0jSyNEORVLruKGxr646uqhiOHJzMZFj2UBDo2SZN63L15IzXX7+mSGuevjjh1avnpFnK+dmYVVMTxTFzqUOURAzTpCpbCqUjrxvCQ4jrWkyMEZKsoWsmsiSTlRUdEpKisVssuX/Y0woS290BRVH51T//mrOzE2TjM54+OWXStznEMYvVClkSOUQBaZyTJDmO7TIcjHh7c3P8slQ1+j0HRZEIooitv0GQWvpej0CTqYIDnz57gvTkipu3PzD2LAxZQHMtsrRDEASqusJyDJ5enjMc9vj6q6+gbRA4omsEQUACDE1m6vbo92w+Ez3+d/+0Ii8qFEEgSzJoWoaDHhdnJwyGNuPR6AivDULKTgZZY375BNM4RtQbSURzXJzxhKQ5UHQiy8cd2yBDllX8LCbNK6owZ+cfEFUF29BRBYGmhlY3+eP1I1Hd8Pnnz7EGIz75mY5jOeR5zQ8f7tA1jeViRZHErB4arL6F7YnomkaZZliuy+l0Rlu35HlC24LnCuS6QZyl5FXFs6tLoiimbTvSPOfdu7ecnowxTYVhb0DTtJi6iirr0IqkaYIoSqiaTBCEDPs9SkTqbUkrVbx4/oIwOpCXMo5gMp0O2O9jurZEFhtOr06pywSREtc2yUXI84okTAARRIU0qxAlSNIcSVEJ2gjJk7HdPsNBSl2LZNkRoZQkKYjw4exf0Vo2bZnR1jU/VBWKLNGbuwiTlq+LCjqBeDD6L4p11zZp65Kz8RzPcfi6qMjSlIE65r4VSDcxZ9qASnWoFZGkgeY//h9Y+Xvs/Z5OFNj6Ww6WhSZKmLrGPggo24bD9kCe12iGjm7a7OMc03VQkgRJkRAlmTqv0EUR13OO2KOuRUSgqGtUXaMuS4JDRF7klFXB7eMDpmZgSAqNIFJWDZKiIYoqTdMQxxGObaJKAofdmvHIwhz32awXJEnAyxfP+fTTV7z5AcajHnwc918+uSROcoLHNQf/kdFwjOd6zOcnHCIf2dD58LhHFBxcd4ClHdtBVRa0dYuuqji6RSu0tDSkeYpk6Gi6SicKKKqKIhtsdjsERHw/pGs7fvTl5/hhiKaIXF6cMZ+Nub2+4ze//RWe5+DvWwxNYdTv/Vl1/i+6ScmChK5ppGlOkWcYhk6cZPi7iLYTWa59EKBuK6I4R9NsqBuQJWazCZoqEQUJqiJRVdWRktzvUeYldVPjOC5F01A2FWqnYLseSl3wuz++4eFhw4tXl4iyhDsYgxSR5zmff/YppqXz9t07oOLp0xlt6tPr9zk9c5mMpux3IbEfk5FjWSZFkSOIw6OZN8+RJRVFVdENg902YLcNcN0eQRCi2OdHGG4cIyo6qmYiCjK6YTE70XCdIXUpEIYhlm1iKAZlKtLSousqIHDIU85OTxn0hywXG6q6QlYkqrIgTiJU1SPPC/y9T1m2aIbJ4+KR+8cNkiCglCWD/gBREHFdmzQIeYgPFG2LZRns9iFCXlCmBTfX98xmMzRVR5VVVg+PzGYjHFNnuVyQxP9v6v4s5rJ1vevFfqPvx5j9/PqvulWrVr/3xuC9jMEYG/ucOJFycKQjBYHjoERyDLEwF5YTLuiNyAVcYCSEEFKiEOcQnYNOwDlgY8DGu/XazVqrqlb1VV87+zlH34+Ri1HsHAdOtA1JpD3uvjFr1pxVc37v877P8///fz6KZnD71i08x+a5pDPpH/P+oYprWpweDNFUhabO2fk+lqlzfHSAaVnIQosktgg0HB7uI0kCLQ2iKEIroCgSddWSJQlVmbMLYzzLIhLAtVyOD/c60UiRIggCpmWw3a0Q1h7/pLqLJqYkTo6qG52kfhtgSzaWbxIKNtfChryoiNs+DG+jKt2gP68q8rKkmBQ0NCiSRM+2MXWNbZ5zJjS8Mmy+uTKRRVC1EXvalFKqODu4yfvRI957N+L7fv/7zGcrvvnpA5q6pmkbDE3HUGXKpqHKc9qyRhIldM1BsV22cYxtOyiqRuBf0nMP8bweTRFj2xZ5GiKKLaIkoBsSnuWQZTWrxYo8zxmJA5q2Zhf6tGKXrqBoCm3TICsqlmKgVBLjUY/gMCXNMuazS/qOwtHBBJqW0I9oyoambhFlgb39fRRF74jZRY2oqJQ1NA3M52s0E1RFI4kTnr44A1GhFkBVFbKq5c2rL6EUOzzLIk1iXNNgqHq4pk0pCyRpyWW04PHTlziWxXtv3cZzNMZqRh3ljMcDVvmKavkZk9U1kiyzl6xZrX38tOLro+9HkmSG+1NmmxVFU1MVGS+LjHffuEtS5iSX10zGEwRJ4+Nv3ceyLSzP4emTZ/R6YxRFoakbKurXaREqQRCiaiqKoiDKEq1A1wVoW0RVZe1vsRybt95/D1e3OdN1NjMfo6zRdJMsy+m7Nvt7A2RRoG8bGLrIvXt3Cf2Q7WaBrCh89rhAM95nPBlyPbtEk6ROnSxJ8PrzkxSJzXbDzRvH0DYcHh8iqiqPXlySpSlZHFGnLZokcef0iIHnoakaUitwcXmOKLSMxxMQBQRJwrY6ppeiikiyzma7xdRFJFHE1A1ml1cYssy9d+7hDTxWqw224/CFL7yPoLT4ux26/t2Vn+/pIrXarLBtjzzPUXUN1zUZjPqUVc1wPGF2vSRJSxbLBV6/h2v3uJqvaGgZeg7r5ZKiKtmuNx2CWdNxHRfPtZFkibwsycocQRQxNA1V0SjyAsuZEqU5Ly/WjCcjwrggyyrEukZVJSxTYdAzkKWWgWcwOfJohH8HMRQoM4Uqlwn9TtLc63tUdU1VN0iygm6ZSJJCGCdYrsdiFbALQkoNcqVittqxXa+7HWNdcH5+SVOX0Ii8enHBcPKCg6NxRxC2RUxDx9McRoMhu13I7HqNAGRpQhRs6fU8LMPA0lWapmG92SBLMnXdsFmvkRQTz3MpG4Uiq5AFgbppQIS2haZq2MRbdlHMerUhLWvOr69wbY9GlHj8/CVHe3tYpsbIO8I0O8qqrsrosoQgtGRhiNw2FLqLN5jimiJlHpNmMetdjqFISKLMoD9Gk1VoaiZ7Y1RZoqrLLpetytkbDlBkhaYREYXOuJimGaIokMQpcdBgAFkS4292uI5KWmT42x1v/egfJE/WzNISPVvxh6vHiIrE6eEtzq+ueXz2jKk+RfJFVqsNX/3WJ2w2EWPLYG9vymwxx7QsJN1gtt5S0yLJIlGaYCoS7966yajv4fsrrFjC9TV0VUbTBG5bp8gi/I42ZTq+jcyWqpG5dXrU8acODpkvVwRB3CEs6pYyK6lbAVXWEIQWXTcY9odYSkjkB1i6RZpkPPrsCUWypeea3HnjCNM0iMIYz+0hNCKzq0vmi0WXz+b1GA4mvHx+xtJfwfAWtu2QJyFV1dBKAmEQkuYxlqmgKDKONWQwdGnp5Mp7kwk0EsvNliwvKMoEy3Eoq5IXT1+Slhl37+5jKx7hbsFnFxc0rcBk/wDFdHh1cU1ZV4iiiCyKlGHI6djl9hu3efnsOXWVodJgyyKiZqIpJWFgMOh5FEWK2NYYiszV+TmqDMO+jec4XM+W2KaB2xt2IoGmZRdG+FrIF+7c5sGLp8iyztVy3snn64ZalMmqAq8/5ObtWzx+9ILrzZZbvR57h8e8upyz2WxQX3Oc6qqmoqGhUxyHcYSsyAiiSItImucs5tfkVKiqynbnEwUBZX/IUl5RByFq1XB0dEgQ+UTBjuHA4/BgD0WGKNxQlA3r7QbV0LAtC13X8IMdtt1J5PvTEa7tsdn5VFWDZWjI4yGSKHNwcECv74HQcnZ9yfXVNYU2oSoy7r31BpokYWkKktASRT4J3ahAUyVc20UWJQRH4fmLV+R5gdcT8aOEIEhIkorPf+4DyqIiSxL2RkNunt7g/GyOZdsgCXz64D6np4eURU6Z5d/VOv89XaSqvCBqQ0zTxOv1aISaVqi4+84tVtcBtmVxdT3D9UbIMpycHNAfDdhud7RlhWWY1E2Lv9siqwp5ktIaBi2wC7Y0DaB0eGVBaoiTgCLLycsaGQgul2yDtGOrRBmeobFdrgm3a4qqQjQlFEmmrSsEoUZoSubzFXHSKeIiX0MUBfqDPpqmkKQ5INA2AuvdtmOxjA9QDRMEkVrUeHV+weKr34AaBgOPusqYDmzeuH1MWTT4u/C1z6JhPl+ySJYcuBJJkvJid05ZtSRxxnx2jSIr3L59gyLPSZMQxxohKTKWaVLmRZdhKIj0BmPmsx1ZLnG2vsTWDfYOp3z6+CGru7eoBYH1ZstitUbWDDRDx3R7yJqB7rX4cUqUZtwYDsmLjCTNiYKAnmFwOPTIm4beYERVtcwaladPnmC82HB0sI8kdaflui4JNj5FnLLtWRiGQlnEvHH7FlVVUFY5tCJVXULb0pRlp3YSBLIsQ5AlJuMx01JldOOYy9mS9fyaw+ldbH1I4G948OknHO71GU+O6QU2dqQiCALr62tcVWd/PGa9XiMIApEfMR04TEc9ep6LN7D48T/2fWw3O2oEvv3JA66XGwRRoc662ekn9+/z1s0j3nn7DZazS/IkwjX6r6m3FfbARYsUwtDntuuy2u4o04BbxxMs20aoCmazBXKpI0sKdVWRlVU3z3MN6jTFPtAZeQPKJMZ1PExDI4l8ck3pFINlhSBAi8Bu4+O6A/YP9pkv1pRVw8sXF+R5g9QKvHp1wbJZs3Mz4l3IbDkDd0KljchrkGWZOE5IxZamaYnimCorUQcKgiBj6hq6aYOk0dQQxjlPzy/RTZ3lNiB0MpyqYnM1A0lBkGVMy0TRZDaXM27dOEacjvmDB1+gL3YL32TYw7MdyiwlSULEomSxXFNnJT1TQXYsZEnqQKZlSX80QJa62cndN24QxRlpVrJ4PifJa27eusVTaYAtufQsl7AukA0NVKXzxskKEt2J8Hq+ZDZbopoOpSAwX62p2xZZlruZLx3puyly6rJG1hWkVkXTDZIkRpZFdN1AGgwRFJmaGkFoESWZOE1ooROxLELOXr7g+PSALIIHnzzg8uyS09N9iiLm408fMB4PuHP3Nm3VkiQRl5cXyIpIXXbz+cFkRF5UZGnO/p6NLCtEfkKWJTx/vsYPfY5vnvLuO2/xWTjiIOwz9EzSMKKpGjRVhrZFEgV6bo/dds35qwtkUSHLC168vML3Q/7A909QDZM2StnGEf3RmNliRVXDwckJoiTz5P5T3rh3G8u2OH/xDEWWaNua/qj/Xa3z39NFqsy7PCpDkkjTjKxM6Q8dppMecitSpgUXFxWhH7F/OO56w0JDVZYdQroq6DkOuiqz3QUoktwFRlYlmqph2R5ZUZAmKaqkUIoVgmOQpyWr7RrbtLBlhaqFIE1REJkt1whtje7Y1J5IVrT4WQzkHDkH3LxxynrtY5ou5y9fdfTgViAKM2qgqEoWy1eYhg2CRN00HWspK7A1j/hih1hBkZWYZYuhmxim3Rn4bJPxaICoNEz2+qzXK5IkxZhMqOKWj7/9EEW2EEUBRe5af7bj0DY1Ss9DkiU0TUMQBZq6RhAE6qamyAv29qbMV485ONzjX//GbyLcFxlOetRtC4rEZG8fuz9k6Qes5ysaQWIbR2xWa0zHJsoysixDlgR006auWka9PkfTEZsgZLPbkQs1lq7RVhrD3pj+oM9iu2U0GkBTk4QBSZJCXeCd7pPGEevNAtfzMAyTPCuJwhjLcAj8HUVevTbgihRZybbYUhZ9JKHh9HCfzWrF4d4UXRVYzESi0Ked9tANEzXTOgVYTZcWX7Qd0bdpcRyXuhaQ/YD+0OaD999iPr/g4sV93njjFqqqcXrwB2hbieU25ktf/5ggzDiYjJkMHGxTZXTvFo5tkkYhLRVVXbPZ+OjeAdlmR+zv6LohJW+9cYPVNsTSFO6cHHO13FE3LYZlUUchtqkjS2KXK5emSH2J8dEBkqCgqwrq/oTdZkEYbFmuNqiagSSrZEWEkuXIso4kK6iqzuXFFU0jocoK+wfHPBAVzl4tKPKYF6+WNE7DanpMIlR0rLsSWZKJ/BDD1lFVlbopkGSBpm3YbjcEUYZhOux2IYKkkJYNLy8vmY320ZsIezTg1cVlJ5mvPHTbZH9vimebrJuco+MxA7Hh7OKcJCyRbRFR0Yh2WxBbNEEkqnJ6lok3GLCaz9iUFcOhB6KIqsnIqkRe5rheZwU5PT3mar5isjeinTdQNZweH/HR/U+QZImN71OXDQ83jzEEkXfefptnT854+eQMW1ZIk5SHyyUCIpXUouoKkiiQ1wVVVKC6FhICsigiii2KqiCKEsigqTpN06lKm7KkFVskARxL553jd8jNlCTtjP+JoSH0+5h250WTJJW2Fdmb7kNbUBQFe/1DFFEkigN0TUcQZOazOZqm4toufhBSlyWC0DCfXZFXFQgC8+srRESODg/4Q3t/kM38mvnOZzoZoSgSnu4w0oYYksx13DHJtrsYTTPQFIumicirFsNysN0a3TSxbJvnT56BJOOOB7Q19HQbfxvwznvvMru8Is8bNENiuVh9V+v893SR8sMAwzDoj3pohkiYpNS1SRIGyFKDY2scHk4oik4aKssSpqlj2TpNmFIWJbqucby/T1O3lFVDVVekcdrt1uqKKksxNAVBBKGRCKIA07Q4uX2TNMlJigJRlWkVnUKSCIuWtikJC5+1suVrj77F1ILDoxFpluFqKnt7Q7Ks5vd93+eRRYHVck5dtfSHwy7ctBWpG6GThbsututytblgm5tI7oh2sE/fdLD7Lk2V0Q5dVq2EkHVzJ8/qs5UcEkukkUfMM5G8MhGGNwmTip4qEkY7JFml3xuwLHM0XSfLMkRZBGpEEYq8QFJVNFUlyVLiJObo6JTp8QGPnzzDG/TJ8opvP3+Ev5pxdOMW2zDi7PIcWTNoJBHV1JFVFcO0QFGQpc7bkyUJtanSNh3x1TJUoiTlslABm1ZYY9gaTqXj2jqyIKO8cZM8SdmtF5ycHBOnPtfXM0RBIkkyREGmqlr8TYi/jegPRsiKQhTlhGFCKbmUVU1VlohCxc2bxziWiUDJnds3OlCkXLNabUgKmVZqWazXVFULbSfW2G7W5HlJXbfYtkcSZAT+jtHA4exsiVCXnB6dsFyukESFg70Bninx21/5iLYOiIMU87iH0NYoEliTPr6/RWhb1us1O3wyf8OpCHv7E2RVRVZ1ppMRl94KpxdzvdxSlgWtICIIUJUFimIgCt1sdb5cMXpNo43DijJLkaW2A+81AlledhTaMCaOUly3z9HJKaEfUVYtlm7SHwwJX7cTr5dbyizthCSCTBDGLOstx3sTTGWA0JbQNp03TtMR6q7dpVsG+WpDEIaked3h4cMYzTIRi5KirknaCkMVMHoOmigiKCqzy2umpsN0MuZCEsniHcs0gAaoG5IoxrYNXMfDclxURWPrh7w8v2RxfYUsi0iyhG1ZmLpJEETs7Y2QZZGqrFFVFdc2qeohhq7RNA1t0w3JxoMBpuOy2u2I1xFrP+Jzb73Fq6czHn/6iCLPOLxxQCkIeI6DoEoIUUyURyhCl+iiKjKmZiDKIramUlUV0KlOZVnskDkiVEXBZNTn5o0Dbp8c8Mi5zZGcQnPA2dk1qgSmaSCrNZqq0jb1604BrBYrBGpEmY5iTEtdt10wdBB28WrjESKdz01EwvU8TLvzLoZxSBwGlFXFarHi4/OPUUUYjkZ4PZckjkAD23ZoipKmanjx8ooWhcHIZDwak6c1oZ9SNVAUOb2eQ1nVXC4WvPPWm0iKzuNH5xzc2udyueLo6BARlbIVyMMM+P9DLNLf+Bt/g1/8xV/k537u5/jbf/tvA5BlGX/+z/95fuVXfoU8z/nxH/9x/u7f/btMp9PvPO/s7Iyf+Zmf4V/9q3+Fbdv81E/9FL/0S7+ELP/e3s7h0WHnCPcsBKFFUSfopoGuqWyWC9qmwVBVTk732Wy31A3ESYfn0A2N8bgPgoAoC8iyTJYnlLmAKMm0bYsmKyieRxonpGmKbJh4gz6SKJKmKVGcYBo6RVWhmSZFVZJUJaoiI7R0RseixK8yfv/ve5+96ZQgCijKEttyKZWWsqyJ0oIkzjHsPklcUFU1htnDsmREsfviv3Tv8HGosTUV/NEd9iYT/KqgKnLW6EzMPo5t0bYtaZTgSQ5Na/G8drguTFxZI3RTtmTopsGtF79B0CSMSpGzVczh8ZBdUZLPN5weHVDIImEbMXInPL5c8fDRC84uF7xYRJSqzaaWqa9CqjdSlNWKKs/56JMHjMZDDMsiiTNMz6WtayRJZBv4NE2JJgq0SYoty+yPe5RlgaapNHWBY+nYioYomxT+JVmRc3p6iL/esZxf4no2BwcTVLmmbWsGwyG6rrPbBaxWW+q6pW3AMEx0wyQvSjTdpDfQmS+f0TgKRVlj2Q6mplIWJWEY43kmuzBClBRUVeAivGZWt8zkBUEUoeomNAKKqjAc9NhsA6bjKYv5Cn8X0DQib7xxh9PjA7a7DWmaoMgSoiQQ7jYMeib/45/4IQzd5Mlnn+HaGlmWEUUBYirQNAXDgz0MU2Mta8yeb9hJW2xHxbZtBBFMU6EpU5JwS981KNcFWVEiCl1wclXVpEmGLiuouokoK+R5Tp3FmLrGcOgx6Nm4nk3btGx3IZEfk+cFuu7Q7w1RZB3buSbyEzTD5sbtOyjnOklWEIYhSZkj6wXWyOLUPaJnaihCi6bIVHmOiEhTVYiArHYzXNfziLKazx6/7NpkdYtY1ygNZHWNZGlE4RrJ1JBkBVmVCPMYIc8Yrk1qD66v5pSbayzTY3//iKYsSNME3TAJdjv6/T53794iCEM0TUYQIA9ikjShrlvqrOL6eoXrWkRhjNvrIpsU3SQTVeqm5uJyhq5JOLpJEqYotUyVVVRFTRAmPPv0CU1RoSgyw2Gf+W6DaZq0hoSoiTRljVBDuA66gFlZIUgjDKGrrbIkk2c5siQh0tJzbTSlx7jv0nMMNKWlLBLqNkWXBXqe3YVWS0KnxDRUFEWmrTWEVuD6eo6hKTi9bqSxXK4wDZ1RVaFIEsNRn6IoGHg92romjlOyopuZNZQIbUOw9VluUwrrBH8X0nNMjo6PqcuMvKq7dp8sEUQ7esMJWX6OIEqc3HyT2PcRRJHQ91msFrQ0HBwcstqGvDyfc3xymyTL+ejTh3z/h5/HdCconszk9BTH0CnKmM168V2t8//RRerrX/86f+/v/T3ef//933X/z/25P8c/+2f/jH/8j/8xnufxZ/7Mn+GP//E/zm//9m8DUNc1P/ETP8He3h5f+tKXuL6+5k/9qT+Foij89b/+139P70FVVKDFMnUQG8haoIUWVE0h3IY8ef6U1TagP+pxdnFJW8NyveTw+ID9gwkXl1d869sfU5Xd/Mg2Teo6B1qatqIsS3RFxjA90FUaQSRLM1pR6iTmVclmlTDq93E8C7lpEeuyO7lJEuPxFDVfEwUhwbY7XYiSSNN0Rl9Z0Xjn3Xe5nm348m9/HcM2sC2Hhg2CIGA5Lv2JSqko3CkviFOd4vG/Yj/YYzoecDDpM+yVSKKPIxj4wYYkDZmqE9I85S3vBg/UN9hFOW2R41omr/QDjDs/QlvXfPaqZB0eYL7UaNoxkthwIlvMrpIOBeALlNWQjSJTHNxi4TjIuk5j3ObcjxlGK0aTEaq+z7c+fsh263O4t8d8sSHNOuBZkWeIikTZ1LSIiHXLxatX3Ll9wGgyoKwKJLlTIglCy3DYZ6QOSdKYKFJYLecEvo/lGKiaQq/XQ1E1Li+uuXv3TRSpk+vqmkqSdOnWuqlTFA3r7RbPHXF+cc15viAbf0CcZLiOS1FGIEn4YcrFxRUre4tjqTinb6DmFkKroBsWVVWxXe+gAVEUeOPWEZ47YLVYIkoNs/k113Ob8bhHb9CnqAp0S6MoKhqhpihyXM9ltbgi8neMB73OOyIIVGWBYWrIsoBl61RhyY1bN9irVdI8ZbI/xfdDNNXg5o1TkDSW2wBNm/Dy4hrNtDFMndVmQxgGVGHMIlsjCi1l7GMoAnuTURdjYxqIkkxaZEiizGQ8IUlSri4uERCxbZfRqI/QiqRZzPnVNWE8ZbleMZ4MkOucWOhaxIP+kCxYUwsCtmVhaAaqLFLmGZplsPV9IH5t9SjYbLdYjUCSpsi6QV0LpEnOuvAxi4y2EsirDLdnYjkOctUSJAWz+ZZVHSJEOZvtnCQtmE46u4Qgil1ga10zn8+4eXJI1cB2tyFWFRzLIQwjqrqmLEpOjg+QZYUszZAbiTwr2GUVq1mOeL3m9p1jNlufs7MLnMGEvH9CpCZ8c5OjH9xkNJwwv7qiOX4b0duRtS2N1omITNMkTTLm6SsGvT7D0Yjd5SWLskSSZXpNxOnxMXmWs9msMXWNqsxo6gJJgDAIwKvpuTaeMGAynlCVJZ89fITTmjiugyIrbNYbmqpCVWUs0+4QQ/MNVVWDKZHlJebAwnW9brRRVxRlQVWX5EVDnESohsRg4JElGbtkiSTJTA+O0ATYhSGr+Yzjmzc6HlhW4OgWamMz7k+ZbX2mB8ecfv8XWMzmbHcbJFmhKEsOjo5J0xyQsEwHfxPw+P4DFEHl9PZbiD2D0zfvsH7ykr47wPV639U6/x9VpKIo4k/8iT/B3//7f5+/+lf/6nfu+77PP/gH/4B/9I/+EX/0j/5RAP7hP/yHvPXWW3zlK1/hi1/8Iv/iX/wLHjx4wK//+q8znU753Oc+x1/5K3+FX/iFX+Av/sW/iKqq3/X70DSVlpqizJC1LpNLQCZOMjabgFdXl9iOw2yzIq1KJEkii3PGwxGWZpAnGbbl4jgOm2XEarOh13epi4q6bajbztPj2jaCAGGeM5+v0XWdyXiMaZisNiskoYO7rRcxnq5jGiqOaWKaJnvGCLUQaGlpEUEQKYqKNN0gSxqS2KBqGgDHNw5ZbbbESUTTtuimiQb85le+xAvpJnoW0ah7uI5NVeaYmoJpdHgPWYDl/BrbMTg+OqQsS4qi5LANOK3ucx3PuZqv2L/1Fr/eKvyI8BLV0Pj6p9+kfnlOlqSIgkB/YjFY9skvdgR+SouILuvsSQKWpqNZNoZpslwv+ezRM6Z3Ttg4Gu7IpYhjNosdR5Mx+6MBudCwWK+7Rdpx8UyTq5cX9HSDk9Njsqogq0rCKKbMC0aDPk1eYWoW7xzdJYxCJEFgPB4xGU+p667tkckaV7Ml1CLzq+XrMF7YxT5t21KWFaZV0rYyRVnz67/xm6yDlLnfkFopoiCz3W5o25bL6znz2RyEltlsidiUuNuC5PT3s0530Jb42x2GbjCejGmaClGsqKqIfl/j3tufQ7MVHj76jKq+iWtaOD2DOOo+w16vx2q95uLqis1ygyRJ7Pwd08mEzWbHar3GzlW8nocgNKRZgiV3loH+sIdlm2z9kCAMyLOSIAwItmv6oz32pyMEVWS13tIfOCjemE1V8/D5ExYzgzsnB4y9btYoSgKq2qVNQEtTt6iWTlnUzGcLxuMJ62JBv+9xeTFDlDVW6wWlMEBRVEzLokoFsrRrJ95fPuGdO6f4yxX3rx5xfLiHSIMqiYiCiCwptKLEwHG5nG87hAMChmGgqRqu46IqCkVSMXV6XF9ck+YFkiAyu1phSSq23gNJQxBNomJFGifUCLSigK4p3Do9wXVNmrIgCHxkVSWNEgxdZdTvpPer5ZZXLy8o8hJDM6mrkiwpCdczzi9m7AqJJN4n3AW8enpGGMVYmkk9vk1sn+JlC6aTPqamEAUJ+8MRjdun5/a4uLzEMh10VSHPC+zxmFNzRJrnrOuG1pugSxKlanGZl3jbb5EWCXXT5YyeHB9iG3qXI9jKSJLKk3XKqeaSJjH9/pjJ2xbr7YZKUtAsG0GySYqa1jAJTJMkick1Ga1nEGkqsVhTtjZNpqMqIIQtaa6QFw2GYVEoHmdZw15vSObJ5JHKdpny/OUZjqFwOW8YDjxmqw2JmuP7ETItYdJw5727fNAbcueNYwZDh+FkgGaoFGXDZrVl0HdQdYWToyme1+P85QVtWXP/wRMGe6cUj3y+8PYdfvX+C2bXS954/953tc7/RxWpn/3Zn+UnfuIn+NEf/dHfVaQ++ugjyrLkR3/0R79z7969e5ycnPDlL3+ZL37xi3z5y1/mvffe+13tvx//8R/nZ37mZ7h//z6f//zn/73Xy/OcPP9/yRWDIADoyJK21xnPPJsgyFisZhi6zdn5gqfPLukNh5zcvMnl5TXbpc9oNCIIE9yexy4IaVoBWe4SyetaJ0sSmqZT3QhNi2c7iE1LURVIFego7GYbbN1EM1UMVUNRJCxDwzVNqiREEyX2pmMudJ1iV3AwGnN0NEFQRLIyJ8vzLuRSFtltVxzJKsPRgKPjA66ul3zjWx9TiwJRlrM9v6BqQdRUkiynFEu8nsXnbt9k4FrUTUawXaPrKsPJAMsyKasGEYk4THCtPtvlBlWUOd2foFoaQgyBH6IpJcPBmPMXV6itgqJI6JLOdlMiKSaaKSK0YifoEBskTUIUG6BmMhyRHmVsliuqdc0BR6RhytTtE/gh4/GYtsqxDBOxFdE0FaFpqdKMVtUo64ar6yWrzQYBMA2Nk6MDTnqHiGWEZeoIQoMsiEh0PposL3Acr8No3/+EJIppEVgtd6i6CjQcHh500ENN5+GDZ2RZg6IapGXIYDSm6fcgqinKjscTBhGaZlBWBaouk4QVUZSyXq94evUIz3NQFYl+z+b05j5NU+NZJtezBW/eO+XO3VucXZ2z2zlcns/JPJtB/zamYdK2Arpu4HkD4riiKBsc2+Lo9ARF7rxse9MRRZmi6RpNVaJpKoYmI+QCg2kfRVdABFlT0E2HuATD1LEsE0ES2QQ+IiV9VyesMkZ7PW42BxiaxI2TI0augSyIJFHK8+Alo+EQSRRR5a4TUBbF63SHgjQvGA1N+sM+8+WGopVQTIXpdEqW5FxfzdhUImtpx5PdK6q8INlu6TsW88Wa8aCHrilsNj6GbeFHO2Q9R9EUvvjFL/Lqcsbjl2ckaUnTtNTTE/zlFicVWFytWG+29Po91ouQVdUt3DN1xv3tY0aWSFHVOGKXzp5kObsgoKoLRKFBVRUGfY+maVA1BVlusSyDly/PQIDRcMjl+SWyIjOaTJktdiRJSlHCG2/cZhTf4pNvf4rn9Tk5OOKVoOBuXuHOPsVJBmiGRHw15wu3bnKqtuwCnz1hg5hISHkXEOApQ2b1hnUUICsar5YXaJpOqjgspu/jCX3kRGHv6IjE3xGnBU3ddjQGQ8MRnvNMGnMVCVj2mL7gUmoO6skRvV6/KxzSCE3RWFcVSZLSmj2qukuWMHULWYG1qLAThkht9/k2bcPzqxdIUo6mGdR1wwiRNNV5umww5w9paBAVlfF4wHDoUSNSljWip3N84xTZdrE8FzGt+eTj+3z2+ClhEnP3rbfpD8ZUWU4RZrzxxgFXzy/54h/5Arfv3uB/+b/6n/PN+y8Yj0ye/tpX+cLdH+Huu2/x9PlzTk5ufFf15vdcpH7lV36Fb3zjG3z961//9x6bzWaoqkqv1/td96fTKbPZ7Dt/5r9foP7d4//usf/Q9Uu/9Ev8pb/0l/69+9vNFseyUR2bPOlmOUmc8+DBC1pBY7x3iCDK+EFA3TakeUmWl+iqROBHFFVLFEc0jYDnOvR6PdIowHUcBBE2m+5onWcZ070pWSNwfrVkt9shXQgMJ0NUSaGpKlI/4ngwQlAVFAnKoiaOYx49eUK4kHGHLtP+lDxskZW6I5HWAjQtm80G07CIAp88LzEcl00Y4jhel5+ndDlwRV1T1xWupVLmIZ7Tx3Y9tssFYbTFMMeEoU+eNa93lBZZWlAWFePRENu1WFcy0SLh+mrGsD9GaiU8zWa+CVB0m7ZVEEQdRRVQaxFJVknqBF0WECVAaAiCHWXZ4Q60RKEVBJK4a3nSCFxeXFJmGaO9KRoysmVSFSWSojAdjxGqip7bYzodslkv8XebjlBKi2OZDA0bVdzRKjLb7Y66aZBkHUNQWW82RGHKdhegqjJxloMic3h49Br82IWx5mmJbbpstteomoJr6qSGgO2YGKbObL6iqitURWJ/b48kCVCklnt330bsTVDtEw6FCYNenyxNyIuYxfwar+eAZDLeG/Ds2Us2uw2e43EwaYiCkJPjA/r9AZvdhjhJiZZrkjjjxYtXtG3LYr5AEloGA5cg9DnY2yfPReIowrZMdM1AlCo8z0NUFNKiQFV16hrK12TlH/zBH+D+/WdkWU4aRewN+9y6eRM3FdlaPY6kAWkaItEwnY6JwpgwzDm/uCKNS/b39giClOvrNdPJiNMbJ3i9PleX1yyXGz744H2W6w0vLpZYjUFfcdhuSvZGI8LrLRIioqjy4uUluiRw6+ZNjvaGWJpKQ0Wc5CApNC34/paqgrLuhBtF3QAty9UWXw0YFjWPH7wEWUERdZbzDZKiYnsmUVZQNA2NrLBZr7tTmGWx80OyOMA2dbIkwrUNWlVhtV4jCl1OpyR3Zu4bN06oypdoikpbg+04NA1oisYXPvd5ZNtkFfU43J9wfTWiKlsuL66I91xk3SRLMy4vlwRpwnTocX51ybv3bnN8tM/1YsZ8tqRpIMlTPMtEbOHWyQ3WW5/lqnvPomohiCL9QR/dsUizjMvrRdcVSLPXbX8JM17weWWJbSq8eXAby2y4enVBT7fo6T7isUwUxVxfPwNRImhigiDiarbEGwzYO9gnCwNun95grGWsFnNevnzB7Vt3ORVnPHty3uWKqhbDOze5nl8z8kPCNEeyHayeh6QqnL+6wOn1GL8z4vNfuIWsqQRZw7/69a+yfHXJN7/5LWRTo2wakhI2mx0fft/387l336Vta+ZnCW0p8PDjh1y8WPHB971Jf+rxShP56NuPuPt9b9Hb776X3831eypS5+fn/NzP/Ry/9mu/hq7rv5en/iddv/iLv8jP//zPf+fnIAg4Pj4mLSCtwWgE6rymbEUmewdkucjF9YJaaJCbAtMwwXVYzdfUTYFpDQjjmLm/w3P6rDdXnO5P0C0dt2eSJSmm0YHNNF2lyFKiJKGVdWRV5vjkiLZtWK/W6KaJKisMex5tUVHmGcbARtFUiqoizgrKvslsFbGJMvb2J4gStG2LZRrcvHkDRdZYLDas1hvKRiQrK9KqQmtbRFlBUvRut7tscU2D070xUh4hNDm6YjAa2mz9hqJIsB0PoS3JIjANgyjucPdN23B2fs5FUCNZH1BXBU8/e0CyyxDrluPjfSRNZ5OEpGXGbhfQtiKHt4+R6y4F29QM2rKizAqKNCUMU0zLxnU1JBksu9dFEolD6rLEX28ZTyfkTdWlIwc+eZKwPxxSpDkPH3wGbc14POSN28fIskRZFVSNRFGkNHVNv+eCKAIikiiTZRXPnr2i1+th2hYb32ex2tK0Au+8/SZRHFBXoEgittdnX1DI8pzzszOcyRhfhKatCeLu9GIYBmURsTftIYoN7753i0DQeBaKfPDe21RFyeXlBZLUYhoKktiy2s65ceMmbyp3ul1sIxAFIWkQstvsQGiQVQVV0Vht5sRhwd70gO12S9bUBEGI59koskTTVBi6jq6opHGCqAjQQl2VBLuQLKtpSpHlckGwS7j37vvsfJ+rq0sM0yFPM1rXRhJaLENnVeQITY1nmjiWRhj4hGFMlpZsdzHLVcRmnTKfzTAthUG/z2TaRzN0NMMkinMePnqCKElM9yaoa4U8TLrNp6owrRRCy0KNBKx+j0m/h6FqCLSomkpVdSce30+QVZv9kc1qG/Ht+0+I0wrLcqgRMHQdWZYRWgHDMAmipJu1KAreoE/bNmzXGyzT5mh4RHbdmXsNU0dsJdoyQxBaAMqqwrZNoiigLDsopuM4aI6KqRvsTce0jYjrDAiDmKou8VwPz7GoZQVRAM+xGY5GbDZbZFEmzwsGgyG641DTGaVFoSXNcx4+fMAf/oEf4HgyxpQlyrLh1eUl0c5HkiTaPCWPI8S2Ik0jxgc3mKFA03J5eYmm6gz6Q4IgwdA08izDc1s8V8c2RXRVIk9y6jxHVeTv5Hi6noskt5i2jKZZTCZj4jhnOB4T5yW6rlNVXbDAbhtQZDVNJVAVNY7VQ9VWZEXD8/MzdmmFoAgkWY7T80jTlKfPnmHqGkfDIaPeiHnV8PzhIzbbiJs33mWqePz6R/8P1tstRu0RZwkXFwsEQeTq1QxkgS/+vi+QZ5CmGcEm5r/6P/0zrN/4Mj/1v/0v+fC//BG+8fyMV+uAvb0xj7768Xe1/v+eitRHH33EYrHgC1/4wnfu1XXNb/7mb/J3/s7f4Z//839OURTsdrvfdZqaz+fs7e0BsLe3x9e+9rXf9ffO5/PvPPYfujRNQ3s9t/nvX//W/X1YlUev6AEtaZNjiiJv2xHTYY0kKyAIDEYDwjRnt/YR2hbTstAMgxfzOavVGS+fvyD1t/zhH/4BnJ5H4HczCN/fUhY5mqYQ+AEFIYNBjzhJaZsWQZKRZImmblguVqS7Hfdu30RVdARRohUUEmPIotJwUp1Xj19Q/s4z3nzjFpoi4FoZmioynViEkoMycmiRuZx/wjaR2JQZ0+leN+wWNdZxid6v2R/2sGQXTRWQhYq9gwmKLFCUXT953fi4ngVCg+UamJrFduvjBylpWmOOdN556y4vHz/n6eYFimZQNiVxUhJmMZppkJUVkiQjNC2uZVFWJWWWkfgxVVVRVSVJkiBqMmIpYmo6itx2mYMIBFlGniS0wz4SLYYqE21yZEmkP+wz3Z9QnqWdz03XX2MpUgqpQOk5FFmBIIAsKzRtS5pEbLcBTSMxHI5QVZH+cIA7HBJEXZI1skIQ5UiCwjrdsVz65GWNIokcH+7R9DzWhk5VlQT+Fqs2uXfnAEmo0TWRGzdOsG0NP2lIk4RSyPA8l7TfI05CVF1lPB5R1CVJEndSdlFmtlgSbLf0HAeAYOdj2Q7D6RQvKVnMX5HlFVVe0+8NyLIQ07CYvhY0xGGAKIpMp1Mumj5ZuEJTdJq2m2NeXs9x7T6b5rXKVFbYm4xoGonruqZIUzbLBbkxoRRkbFNDoObi/JzJeIgoalRljeP2Ow9ZGLHxQ0xzhKxIDEYDrq4XXFzOGQzHvDw7w/Fc3j29Sb92kbZil0HXtOi6iu72UKtjHM9G0lTE4ZCd0PDy1ZK9gyPOUpkXD16AqPHGvTus1gHPdxVl3bJuFSRZoZR0as2irGtc00DUFIq0ICsy0jCkKEs8xyYXWkQabMdAkSTaqmRvf8LRdIwotF2rXVdxXBtVFTtER9OyXa9pmwZBlOn3B8znGxbrFZv1Ds/z6PX7zGYLlmHK0zhl8/XfIa8rLNPCMi2ua4E8T7EkAU1W0M3OUD60bNI4Yj6/5nB/D1USkWWZg70Jlt0jTVM+e/KM6+UGyzTIihKalqLMSaqUOisJw4w6LdnstoiSQFnk7LYr7r1xzIff9z6K1Kl+d9uIzWpB08Bg6PLBB+/ieS6qrhBFGQ/uP6RpBVxvgGPbNHVNnpfMZkuEyQhRUtg/PCZ9vUm7e+8OBzdu8G/+7TcJkpSj8RFTq0uZsY+6wNnPHj5gNd8gtiqF9x5Kr8IzNT7+xjf4wT/0A/zIH/uj/F//q39CVbcIKBR5hiIJxFHCf/t/+6e8uX9Kk1RcfLZgejglKFLm5zOWK59Xl3MG02FHzm5rpgeD76ru/J6K1I/8yI/wySef/K57P/3TP829e/f4hV/4BY6Pj1EUhX/5L/8lP/mTPwnAo0ePODs748MPPwTgww8/5K/9tb/GYrFgMpkA8Gu/9mu4rsvbb7/9e3k7/OfGC4RaoFd59FyPZRHz6809HM/GVCTSrOyMtmHAbLsDqeXO8RFlkaEaFnvTKUvZR7NNclqWqxVxEiNJHedkPBkjCRJ1XRP4EdfLBYKoYlsWURx3bUFBYrtekYQh+zdPqBsIg5Cxs8dp7fPs9PvJJZFMHRIfTFmv1lzsDCxdoS+7kFYklxEIYpecXdas6kPEvkyWZDxcS5iWQW704PBtrOtvs0oTxIHJwBthqiJ1meE4FppusdlukcQWt2dRFp1puabh4ePnKLKGM95DUxVGzpD5bMn0+IDtLsBPYlpFplFkalWhFASkqkLIU1ANhFagyDLavNvtJk2F0DYUcYyhyYy8CTQ5sipjGC5FllNXJWkYIYidNHngeWiKShAE2JbO/n5n2LQ9m7LM2Po+q3TFYd9GltXXuJAUVZXRNJV+r0fgJ4RpjGm59Poeaz9isjeFtuHqcsl6E6IoOs9enfPZk5eEUcp00Ofz925huR6i0OI6OpOpS1HmzGfnWJbKaplSFilVdYwwOMAwDEzLQjcNTm/e4Pr8AkmQKPKCum06JpmkYpsdwkBTZCZ7A0zLpn7tZdkst1xdLljM14Rhzt5kiGd7qKpA09YoigZti2EaCJJIK4jUVU1ddvFDgiASRwGrzZqiaMnykiePX+D1XDzPRRYUypNjxuM+bVMwzzMUZ8iw16etSyzboG0akrgrbK7nUBY1aZ6yt7/P/uEIUZYIopCiariczXl1MSfNc94bT2nbBkGgAwiGEUVRUCUFVj/iYvAO6aBHlec8jEQ0RWZTaOSPS+K0z6oWCP2cr9zPcNwJ1WRMkqakRomiyDRtiyGLWEJOkqc0AmiWiqKIZHHKtD8gSkKKtmE06jHcs/G3W8o8I01CZFFEUkQkRScrclq/RpWa7v+ybaFpSOMIkGkbhfOzc/KixnV7bHYBq42PpumUrYgoqYRx9ztUVxVpFiHpLnVdoigimiJRFylJEuPKNqcne2w3a26cHjMYDpAUBcM06Q2GbDc+1YPPWG+2KJaNpGq8fHXOQm25f/kZlm7y/MkLmromjgMm0zGDnst7791j1LdI04JaFtjEPm3TkmQ14W5Hmsa8de9NVE0himPKUiDLCjZbH0Wz8HoWVVNjGgYykOUZQegjCnDjxil2YDNbzPDjis12RyvKlGVFWUkMei6OZeO4NtcXF7z47DnPX14xvvNDxF7Bkydn/NZvfUwjK/zwD32RB/df8MmzBzRVSRpFZKKIrmpUScZsseBz/9kHVFGCbqvIugC1hGVZfPur3+Ljb3ybD//QF/kjf+yHGEz+f5A44TgO77777u+6Z1kWw+HwO/f/9J/+0/z8z/88g8EA13X5s3/2z/Lhhx/yxS9+EYAf+7Ef4+233+ZP/sk/yd/8m3+T2WzGX/gLf4Gf/dmf/Q+elv4/XdNpn6rOUZWGIg9wLI0mqGjqisnelOVyiR8k2LbDsWlgaxqe5zKfL5kv5vT7PRRV79pG8xliq0AjgtQlUPR7fYKtT5mnINScHExZ7XyKPCPY7IgVjbwoqPICsW5Ybn2u5lfUQsWtLEVsX/CmLDHuDwkffo3Nds1IkRFFGUlsOT7aI4sisjSjrKAoGvS2pa/JnF/P2HM8hLpC11XWRcQxPvLuGYlkIw5Ujg5HCGJJmhRkSUFVVaRJgmmYKIqMpsl4/R5p2sXgVHWFoihkacrLqwuePHsBrUjeVCimQUZDg4TqWphJRng1Y7Pe0KNPXXTpDa5hkb1+HVWR6fUdppMBByOX4cRDkhSSrMNCb9drdEVHURR2fkDd1Hiui0T7mnk1QRQhTWLSIunMrVbneWub7pReFyVRXDMajkBskGSJlpb1ZoNhm8RZzW63hVbk8nJOXbZ4/R5BVhBVNag6tSCTFSXZakY7nrJ/NEDSgaalLFL2JhOKNGM4HlLWUCYZQSTyycv7aLrCe++9w507tzm/OCdLc2RFRhQkiqxgHRcYmkFlZuwd7dE2AucvXpFkKVUj8fTpS87PF2iaybxt6Pe72B9ZVqjqktVqxWA4QFd1kiwjLQtM06att9A21E3F3nSKKOg8eXKOgMCg32M8cGlbkeWype+5hJFPlTWIqk6J1LXLghTTMpEMizhJMB2PeLlF1g1My8DpD6mAMCvJGwk/qxkP99hdXfHx/ce8ul4Q3vpxbNuhzCsUWUFoBN6WL5kOhhT5NU1REKwjDMvm8uqay9mSkaTi+imXZ0sQGk7evAmKgGmarJZrkjyjkQRu3blLdjDlYt6QFCllU6FJAnJdM+m59G2dh2XRKeCSNbIAoiyRRAmeZ+HYFrQNkiQiSxJN2xC+Nvi7bo9eT2K12lIUAoIoINBQ1SWirHC1mOP1hrycr/HNPseuRVVWWJbJaDpg25q4/SFjcUGSJF3SCS2GoXN8eMh8PuPi7JzxeIyiCDR1ydNHjyiKkvFoSFoJXG92RFFMLIFsaQRBxG4d4O9CbMfk9p07HB1OGA48HKsLYA6jBFkSoekKreMN8NwedZ2yXG0oq85rtVwHKLqFbtWsNluiJEfVFBzbpC4K8izl8vyMw8N9hKbm1s2b/Mt/8yX8sPjOievVy1eMxz3EtiN2L5YLxpMJWVTw8nzO5XzFly4/4/79x7w8X/Or/91v8LnPvcn/4qf/p/zNv7XkydPHyAI4noOsacTriK9/62Pu/uC7vProigNtwHA8RMxqFFPnxfkl89WK//q/+b/zlS9/le/7/Aff1Tr///XEib/1t/4Woijykz/5k7/LzPvvLkmS+Kf/9J/yMz/zM3z44YdYlsVP/dRP8Zf/8l/+Pb9WQwtCjaJq6IZGWoi0bcPTFy+4Or/Atl1m1wsEccFgPOT4eJ8yy/ngc+9zNVuwC2LsictivuT87II6K3Acm95wwPXVNW+/qSOJEqZjs9utuXVywunpPr/1b76GpckYts4uqhF0iywvWQUho6ELdcZsvSZOU3Z+QN+xuHVwwMhzOL1xQlZUnJ2fE0YRZVZhWD3kWiRZ76jbGkWScR2Ho8ND6izBsQ18AdqixLF1JuM+hmFQ5AWmqQAlbdOQZimGrmEYGnGcdFJdWaaua05OjijLiqwqWS7WfPLwIZqmYdk2eZaTFCWKCHGwIwl8BuM+RZyQtxJpGENSoKgqWC1VVXBytE9FRSG3VO/9IOHBAesqR9NNNtsQfxgTqRGGptM0DVW/Js8LlrLEoNcjzzOWbUOdFrRtw8H6irv7Fq5jA9DSITnCKKYVRHZhjKLoXF7PUVUTVZZ5cP8ZcVbj9vv4YUiWllR1SbMTSMsKt9+HEqqqYLbaYrQKW2lLKSX8oQ8/z2a1fV24ZdqmoydHScR8tqAUj9Esk6ODKUkcYeoqvZ7H9dUFjuPQGw9xHI/Qj4mCBFUdAF1WWlZmmJYJis5gNCQvROqyJc8ydruYqg4YjobIsoIoy+RVidzUKKrK+npNLDQcmSWqLKMrCoPDIaJokmUNnz14wmw2587tI0RR4PTkqDOvVjUm8EmqsOEGjm11VF1Zg7YhUVPkWqUdiqRGDgIMBA9NUJAymU0QcrX/R1FklerGu9R1ha6p7Jc5ZV5gmAZZmtHzPBzTAqGbBcmyxjZacr1OmC23BEFOmgekWYlq6Zimjqrr7IIdpmngug5Wa3G5XvHVr32VumwYTycM3QFJGqMjIMgxriGjaQbr4QBHrzie3ma73eDvdoSBTxJnCDQYmorT62HoKoPeGEWVu5DXuiaLU0RZYXFxxXAyosxKVF1js404v7zm02cv0ftjBE+hNxkRb3ekRYZtGezbY9KiwnUM9G5qwGIxRxJEqqpCVzu1aYPAYr4mSROePn7KbhdwcHqKLHebGElWgC5lglZgvVhy48Ypk+mI0aiH42jYtk4WB8iCgCwCTUOWJuiaxnjYZ9jvYRgyQbSjbRtERLK85PHj5yiq0omYTJPReEBVZBRpgmWYHB8dURclH3/j2/z+Dz9ERKStoe955GXNcNRt8l3HwrFt1tsdkqwQFwV5A2mc8pWHD8mTAkFVCOKYf/Ovv8ZP/6//C37qT/5xfuX/8k/Y+JsutEAA17J49eop4WJJmeVkRc7b79/lYramKQtenZ3j9gcoskgWZ/zWb33pu1rn/5OL1L/+1//6d/2s6zq//Mu/zC//8i//Dz7n9PSUX/3VX/1PfWloSnquS9NW5GmCorkoqkzbtNQIvHp1hihoeI6JUFXURUkjCCxWK7aBT140tHmNH4aYtkeJSFFDklXMZmvi7Ue8+86b9CYe3sE+uiJw++4bKKLE+ctr9o6O+fan94nTjAoLEXjnrbuMRn0+e/yQy6trFMfg3p1T7t25iSg0nN48JssqyizBMAzSpNvZBWFCUdaIiojv+whNQ5mnr0FwNbIocnJ8wHvuGE2BJN5R17DehiRJRtVA3dTIcksUhSiKQhAn6GoHHZNoGE5GLMIctVUwTI3RYEDdNuRpBnWJIar0ZZU4z5BMm4PjA5IgpCpyTE1FECWiLKGWROq6xuqZhGXOeW7wVr0kS0JIJCwkvDYhERPUNiHLU/r9Hq0NYbBFfT3PUeUuU+1cntDI9zjag8d1y4PUYSc2CJKIr46omxpX6qHIBleugaoo5GWJMFZ5/OQpRmjR651wEXmIgoiq6cxln1jPUUQJpWnA1BFNh10QEtAF1TqWwbPnT1E1g8l0iizLiJmM6xoouU5TiEiy0oVt0qLrCqPxCFkSKYuMOIamEWjbCtuxXtNKSw5PDlEUDdMZMF/5qOuQIEmIo5TZ9Yr+SCEIIjRNQZRkBEmmLGtUQ++wJGmMhIxlOFRl01kipJptsENQNFa7HdZc4cbJIa5joVs2myBASVfcu/4nnJ4ecbN3gtAUNGlN09YkaUJVCTRIpEmF45qM6x63Dm6y3ob8ztmnOJcLsqzAc20OD/bQBRk5EonzkrJuqV5jQa5mc4Jgi6GbVGXN+eWSvGxAljFsGxSFmpiqrjHtDn+CKNDWNbIkUDedIThJcsoiJVnvEOuag+MDepbBdVlgKAJpHFDmCcvZmvg6J4kCBr0BiixTlwWgMBwO8GyLqizIipwwislf426qmi4F3HVpaTEmFmVeIEoqt+69wb/9+je5vLgk6mVso5gizzFUmSDwqbUxeZqhySJuv0ttqGwLuWnoeS6qpLCYL9gsNlxdL5BlCU3RODk5RTVsorNrmramLlsqUaYsCwwaLNtENiRMxyCItkiiRV3G5EmMY1pUVUtZdJabQd/FMDRs28CyNYJwhyyohFHcpfxLEoZls+/1aZuGybiPa5rkWcbV1QXHh/uEUcjLl+fstjEnxzdJ05ekSYksqxzsjamqDNfuIpzSJCHNA+IkpayhRaQRFWqxpqgTBKlmsZnz7PlL7r55xP/uf/+/4ZvfvM+XvvYNgihEswz81ZYn3/yMUX/CarXjR37sB/joowc0WUmZZ+iKgm6Y1IpEliXf1TL/PZ3d17RVd3wXoCwrijrGskz6Q5flckuUZpiqjCiITIYTBE3lYjnn8WdPaRA5Pb3J+fklZVOjOBaNJBHlOdHVjNFgRJkmbBYrDoYmo+mIpi5ZXF3gWhqK3LA/sNj74R8gSjI++vg+eVFg6hIHewN61ueI7txiNb9mYBnc3h8zORxTVBmbKsGS2y4razomTFM2yyW2pbPLUsRWIE9TpLpGqms0VcK2DGSxpMozZFHB1EzyomazC9ANHVmWEBoRTdOoqwpFVbHaFkVVEQWF+XyBLquMhxOGSZ8bp0cYmsJstsRUFWxNR9d19rwB58sFq+UGo+ciGyqKJrNbbhgPxwhNS12XZGlK3ebIjk0RrJl/8xMMTUMWJG7euEkoR5R6SdumDI/67B8MefLkCX67xVE8rpczmqrl4GAPe3KLly/mRGHJXXVDvfZpDIXEu8m/SHoUWUqzAcvUaNpTDFEnKELSrCSy36YqS+Sdgjb8HLqhU5UVofKa3quoWKaBX+aINFjmisfGIY8XDePJmPr0FrvNDjnWKIqSODFpdZcLYUAivc23kh4/YOS8nW+om67lub9/QF4VGKZJ24i8ShLSJKJp+0iSCFU3sN+s1rRVQ9s0VFXBaORxcuMAyxYp85LNaouiSSiKRpnFSIKMgMbOj5mlGxRZRVYUWlGgrFo225CyaZnujfCGI+Ikp2lalLalaUBUZFzTwlI1pKYTjOzCANuxaWUdP4nIyoLlaoOu7iMgcH214NufPOb+w+dIgsBmvWa3Vpj2e8RtgyB0+PLlekOcJgiSiKaZbPyMzcsZqm5gmw51XpKkKbphYIgCqqZRliWO69BWBYvFnNbrk+c5rSByMBxTRAlpI6DKKrEf8jR8wuc/eIsbJ/sMXZNe75idsQ/Rijj2qYuSNI26wqwpaLpEVWSkmUxdVWx8nzTJUGSNvYlDEgY8ePCEd959h8lkRJrFqIqGbuu8bWqczefEF2tkTaMRJZAkWqFFVWWausKxTQZaAU1DaWnsDe6wW81ZzRZM9w94/vwVTbNiNluytzdmMppi2jaroCMS92uBq8WKhI6N5boO49EQZAFVVUjTkrIq6bkew56HIiuUTUmRF9C2mKaO769J4i03bpwwHI04f3nFdhsg6xrTvSl1DUVREkUhAhWje2909OvdhkYREWSNohZ58uQFo9Eew16fOIpxPY+DvWEXhpBnLBZzFosVkqQQRxGyohMWJXld0Qgtmq5QtzmfPvyYZ/+HZ0xGfX7if/Rj/IHvf4/3PrjH2atLHtx/yPO65vLVOe/ee4dnL57xwz/yB2iFd6nblr3xEEESSLKQvMoZ/L9Zlf6Hru/pIiW0LYoi0tYNTdNQtw1l0/3j5+uArKgZ9iwGwzGL1ZawTPnk04cUVXfiuzi/oq4bkixBVgx0w6BJMxRBZNAfcHkW4bkubQOOZVLVNXEQ4wwH9PsOQbRD0wz6rsfNoz2KFm7fuoksScRxQCvWTCcjHFns2mieSi1UuI7JB+/fRWglkLoW1tpWUUqBsMjoOS4HoyFD1+xOOKpMW5VUZU7eZCRRwGQ8JE4KFEWjRcKybFarFZqmo6hq1xYQJHbrgMU6wfN6+GHEwd4RpmXR0pCmCfv7U7arLf5mR7zLkVWDnmETRSlFmoEqYTgmetVQCm2XYq4aUJZdmrpoILUys8sVXs/B1DRWqzWyKKKqEmVeYVs6ithytD/h3hu3aeoWgZYkzpEEifVqTVHUbNYhqqrzji7QVgVfXxv8UJvixi/I8xIzM3Achz1vgjCQ+T/+n/8JflzR63tYloFiyMiaQhbGSLKAqspMx0NujA9xDI0s8cniGFXWePTZZwyaHr3BgEzOEQSVmb+maVpk+whTkLkdPCAvHOYHP8SPHZps1iuyPHsNkNQoipwsLdA0BdN0oBWQFIUyTkEsCcPwtXlWY6Yv6HkOo7GH5+nkZYYoQEuDKmvUjURdwHy+IgszDt67gWoo5GWKYRmcna2pmrYTobQCim4gC/Ds6TNqYUZTgaWbGGoX2iuLMo5tkCY5oqDSH7iEaUUS7KjqhiQtyMuGR88e8OzFJZ7ncHp6g8uLC2RFYm9/n7NXLxgMR6iaTtXWjPemtMCzZy864ZDroukGgihDUaLIMmVRUFYFQdAh7ZMoZDTod35GVSPPC+IoxOt59F0XqpayqFAktYvuiULefecWZRTQ1CV1WZLEMXrd4vX6QMvODzg+OUBVFcIwRddsgiDtgJ2yiuVYKLKMJErkWcarVy8RxIbReMR8tcBxPPo9h75rY2oRgigQRgFyXfPuW/eQ2xxF07AdF1PMiMMIwzS4cXRMuTfi7OwlTm+ArpsUeYUsCTiGzt7hHnGSsV2uqbKSIk06SKgoESQpw0GPyd6YF2eviMqYwbDHpOdxtD/G1DXm1wsMTcMvK1zXQBRFNF2n13MJowRdM1lvQ4oSTE1mOh2QFSWz6zmbzRZd03jw8CmOY7LzYwwrJi9aikrg+fNzoiCnPxzi2AYDzyJPQrIsIa8qBoMh620MSBwdHSJbI74qdAIMqWnQVAmEFkHRKJtuc/xf/zf/LV/52j7vv/cu7733FvfevcuDpy949DsPCP0dPcfB3/i8+c4pH3/zIYLckJcVDRWT6RjXdb6rdf57ukgpioCuyQRBRFGVlFUDGnieyc2jKYZokPgJ89kSwzIBhZ43ZL7YIogKkqKh6CKmYRJFGZks0DNMRo7D8dEJo57D2HOxDYF+r99lYFWgqAant25xeXXFLsqQ/RhRENkulrxQXmHZFllW0goNuiIT5gV1W+BmPWRZxBs62JZD3bSEYcZw1KM3GjFf7Ig+fUiSV0iqjCKIHBzs4/sbkijCLxISPelUc46N1NQ4rkWcRpSFT1GUZFnWKZwEqeujr7es1ynhJsbreXzpqx9xNpUYhwGT/gDLMjrkSVniBzHz7YbVzidMElpNZnx6QCmAYOsIZYutGaRFRm8wRJFEfGQ0SWXoDtA0BYGWwA8RRQFTU3Edm1G/R9V0J962qSjKDuc9Gk5QFIPthY8fx7xcXXO1XOFYOk2dshibHDsqNwYO6+UaXalo0g0jbUxZJYx1kWQVoToyUl5S1S3RrkAD3nzzDdoqY3V2n1QJ6U1H7DkmsqOzXu447cuMRzqSUjHbbFBUC7tJKauabLdEtHoMpZLSkAmThIvzC+qmxjQ1kjjGsA2iMGTnR0hI6LpMGAToho0i62iqznBkMLteoGsKZZkRhg2TqUdLi22ZOI7NcrWmKkDRDMKowN9lFHHK9XzFYOx1if2izGKzRpBFpuMxvb7LxdU1eZKQpBlN09Dr99BUhWC3QZI0TNNAaFqm4wnrzY5EqGgRMSyb4WSf7XbL+fWCshYwLZutH5LmOaqho8gKiBJFA5dXM3qugyjJmLbLbHZF2wqomorreTRNy8XVNQISoihR1yWmZXJ+do7SiPQdm4YGWVPQTA3DNNADjSxNURWZNE4o8hJREpFEgSKMMVSdWowRW7Bsm2reUjYCiuHw+PEjijzh9ltvYuoWs9kztv45ju0QbjN6nowmKdRFhWNZvPXWPcIw4PpyhijKvHj+isOTU8pGpG2hznOSIGT0mpIwX8wZOBaXuzneIGclbzBUBV3TUFWFvmvTdx0kWWV/PGa5XDMZjen3XKoyI9jtyPMcQ9PpOwKm6eBZPZT+hONyS1Ik7O3t82p2gaEOOnFMWWI4NqYuU5c1/b6NbWsURYau6SiaThrH7Pw1fpSy2QaMxw29QR/TkCiKkjBM2eghjmPx8cefIQoCs+uIs1fn1E3D6fExcZajZwm3b97AsXWiJMCyNdq0JU8j8iyhbSUM20axDWzL4ubNE0xd7gCxSUlv0EdRBSxDIwlDVss53/pWyWePHjE6PuT05g1+9H/yw5iChiJLvHj1imkz5frqkiJPGI8n6JqMN/Qom+a7Wue/p4uUKLbUTYkoiiiSTFG2IEAWxxzsTRgPDvns08fkcYFtS6iCwGQ0ZbncEfhRNySMI1QBVKlFpumEC5ZBnITUTYUgQdm0fPrwOZZtEgQ+U0XGcV0EUSbOCtbbazRZQZZUri/n7O2NcRyT9XrFOooxdYmhZ7Jeh3iuQZYmHZgtLxBEGPQMorTC1iXevnuTp2dXnRnTtBj2e2iywA35BPH6EQIirtMjTXM8XUeRVdpWoGnbjrQqQJlXqIpOlqWkecl267NZ7wizhEK1SbIMWdboD0a0TU1elaBqbNIlL+ZXtJKCZOiIivS6BVFRNy2yJCMLIjICVZFTthWVrOOYJkOvhyhDFIUUaUZLQ13kmIaGYZis1ktmixUHBwdM9/YJgpj5bM1y9opQnHZKJcnDDwKury6ZDi16d3p4tgpxBAj0+iMeP3nGoycvmS9W7MIEUVNAEpA0lW28pWgqJEXn4vKcG/tDTg4nWLqEoYuUZYgoK/T6FsOhh2Wa1E3D9WxGnuf4vg8IZLVGoeSIcpcwvtv5rNUtlqnT6CpZXSAmAnVVMvB6iKKMKAoEfsjZ2QLH6RH4KXUDeZ4ShD6S2KKoEqvlElmddqGklkiLTJ41PH36kqqSCGMNqW7ZhSm1BMvtlt5wyNb3aaWG1W5O2eQgNERRjG4YXfK5piNLAv1ej+lkiCRKSDKYtsPVcs3583PyvGS6v4cgSVQISC0ouoE7EMnrivl60eUzNwmz1Zqzi2vqumS91dk7OOTi6pJgFyBIEoqqdfmWTY2sShiaiSwrCAK4rsfCmXH74JTB3oDldtVRbquKvKoRoDMy5w09z2O5WNJUFZIoksQpv/PRx+R5RL/Xp+y1XMzXWGLDi/NPiOOY46Mpz19ec/PgmFfnc+I4xXNddEni1q3b+H7I06ePcdwejutRVQZJ2hGsBUHm8nLGxo94dX6O7VodUsOxaeuC1W5HFARs5T0kXWeWrTAUCcfUWKkyTb/H4XSfxWKJv9tiGjqKJCJJAk1VEYUhk/EI0+0z32wpmoaVYrBUFaQEiqSkKDqystB287m8qtkEATt/hyKJWLaBJENV5cRNxfX92esszpYsrciLjO12h2nq7O/vMxoOCfwYUZSxTIf96QEXFxdcXFyR5QX37r3JaNDDtSxsS8e2VHo9B8/TUA2DzTZgtQk43t/n/GJOFIWsZiuEz93tlKhKi+NaFHJBFO3wXBvLcRj39zAtnaZqaJuWcDXnVz/6Npbl8qM/9qPcvH3M3o0jZFnmzds3eePkFNPQODoakzY5i43/Xa3z39NFKo5jBgMHaJEVGUOUqcqaJMtpGx9NdVE1lfnVgrosaEUB2/MwnD5hLbNEQe65HB7u4Xk9LMfmenbNk5dnyG3DdLRHVipsZkuapkJTEwSh4UCquO31CWyYhwuaYZ+4LLEtm4lnY1UBiizg2BZFGjPo9XBtExqRLKvYrAJ0Q8GyLKQWZFlDoCTSRPbHIxabNbZto8oykiCiqiqaoqFoBroOpml+54u63m2AluOjI7TXuxtZkamKBqEVOdo75fmjGYEfkZRQ6AKxnrML407ynCYUTU2YJWzjmN54TPU6xl+gQ8MLVU2TFrSqSCOW9D2PqiiomhrL1DuEuGMT+ltsy8LreQwGfXqei+9vuLi6RJUVdEUlz3LiKMY0DKqqS2h2pwPmqzXbKCRNC0RR5dbNG/ijIdH6GmG2xLJsgl3Mk+evePj8DNsdUggSw/0+kgiCLKHbFsluR1YXNLWMSMut0xP6A4eyyojTtINRlqDIMooqoooag0Gfx4/OsF7jVipFwjB0eppL0x8yazRUWcNxPNIkxjQNQCAIY5oyYTgcggCCJBEHKWlcYjk2/WEfVVEQERBaXqssT9ENjSjJmF37vHj+irNXF2RFTZ7X+OO3cA2Fq9kccQPjyQjD6RPnFVGaIMsaUZYgyyJ2z6MqSyRFYrvbkqcdlmMyHlLVDYIkcf/RU168Ouf8eoPjuBzftJgvrhFEkd6gT5oVJHlB2dRkaYkoSGiqyuOnT4mKDEvXiLOcs8srqqZrCxmWSuD7aJpGmqVIkoSqdSj5NM0oy5wiy3n57AVVnWL2HUCgqQuERkBTNcIwIo6jTik46iTRktilVTx+fobpmKzDa15oz9gLUlKhpkxTHNvm4nLZPd9PWCw3HB+fkqUpi+s5gihgahKGrmDZFg0totAxlizbwrZc4izvED/mCtPuYXsOg3bC5avnZFFMY5qgKaiagYLOsOexPx4gyx0SZTafsd35WJZJ04g0TUWepnj9AYid8CnKCoIwRtBkwjhBOjwhKEKiPEJsJfb6DkpbEuxWXF+9wtQ0dEVgMnSxbQ/DVDFNi7YVaC+u2Wx9iipHMTTKnU9RlkymU6qqZrPeYJkmPa9H3+sRbANUzcA0ZQRRYjwe0ZQZVZGiuhq2qSFJLa0ooSsa/cGAXZDgeS5xUiDGCeerHXmRI4ktlmmiIZO0GZIqYRgKmiJz7627yELL06dPaVuBNM6pipSgqvB3O77y29fcun2TYc/i6MYh/8X/7Cd49Pgpqizgr0K2u+13tc5/Txcpx7aoq5q2BVkUEBUVqZGpyxbNMmibFkVRUHWdoihwTJ0s3LE4/X1dj7zOMSydTRiwTWqMNkfv7/PW8R0c20YQRHY7n+H+DaIoI4wSqhYawWJ1kVKUIop3iiTLtMAiTfmk3ePz17/BUIeeY3Dv7m0sXScOQtIkpakVirxFVV4PSsuy+4XXDXp9hzDIeOfuLZ69ekWtulwv13i2Rd3AdDomnD9Cd0xM12W+WCIqEkWR8fzsHOqGQd+j3+shIiBLGt/61v3OZT+YkIgiomohyirXs0UnWa1KmrampKHX61O33dxDFjqUQbDZodWgSBJxFaGYFobQ4vZctts1oiTQNg3+bodrWV16t2sz6Dm0NMhKx9FBaTF1C3/jY2oWbZdog27bHY9L06mDBl1T0XTo9SzWZUldNBi2Q5ylGIZCWrZkTUuw3BHlGWHWDY3vvnGKKjacDgZM+y6GItLreSRxhr9bYxgq995+A9tyePbsBQ/uf8bNm7exTANTV/ncB+/TILPZbHm6TiiLkrIuWV5cU477hEWO40ls/YTNNmRvb4K/S0miDFHWMEyNKIw5ONmnLGpkWaGlxbJUTGOKomps/S26pZOXNYuNTxylLFc+kqojtQ0Hoz5r0aA3dGn8NYqikuQ155dzqkakFRWme9PXAchgWzaUdWdabVsG/QHGa1xJGMQYtsWnD58zW6ypEdGNhiiKXrMDS16+fE6al6iqxv7BHopq0AqwW6yYLxavWzMaoe9Ttw2KoqHICmEYUtcNrudRNzWdYaCbCxdZTmva6LrJ9asZZZXx4R/5EMM0eP78Ba7bw3YcXMdmMV+Q51WXj5inNG23eegJLq3YBfAmeU7VCoiqTN/oI0sSdVOy2QUIwjVuf8g2jBEQcEdDdmFCGNXYhspgusf5q3P6gwG37tzmaragzDo1rakbnN64wSzOaJqWh48eItYVqqySFzUgEEcxm3DH0LHJqxJBllFVg6ppkRSNPK9pGxBpqZFZ7wJ6gxFxXuEHEaIoMuj38NPOAB4mIbKuUEYpP/jBu3i2QVU1/Nsvfw1JkpAlGPT7yKrAdDpkNpuzXgdIikkrigwmE5paoK4FsjRFVjQMRUV+feKXBNiut0iixMHBPucXl+iG2sFhFQFFM2nbkl7fIUoi4jjm/OwKUdEJ/YAaGUWSGA8HvCHpfAuR7WLF4iphMpiiawayInZJGnHC00cPuPPGLYYDjyKvWCw2SGJLr+8wHDg8+uyK3cpmZuucn51z981bHBxPePDpQ66WMw4ODr6rdf57ukg1dQXAcNAjjFKirAO/RVFGm29pRZmiKhAlgeVijaPvMxm5nAwPGL36EndHNmVW4I5dVE3BNEUMTaRlTdPMsW2TV6tzrL7NjQ9us7yGL335G6Rxg6qrSKLMerVG1TRG4xFl1bCtFaqmRZFVVEVBk7tFOgxDZElGEAQMRelIspJP24KiKFRViSzAaOix8X2Grommy5iKhq7oaJKJZ4io+ZAkK1ANk6JpoazRDIcsjZHaFlGQaauaVtZI4oSiqhkeHfDk5TVBktAoFqvmBPlqCZKIZuqIQkucdERgVetSEHqeR6Lm5GGIWNaouoaITNM0pEVJRdupIcMuIkqRFSajMWmedKwbu5OKt3WF0IroukEYhhiGSZJmKIpKXXeGxaYp6fU8xHWD0LZMpmNGoz5XmsUszSnamrIVqIoKqz/k+uU5VdNlxQm1QLjZkfo9bt08gLahLUoEUUZCJo4z8jzrisQ2ZLP2KYqa9donTx/zhS98njjKaOqaq/maMi8pMDH6JmqpIYkdcuLFsyuytCEMtxRFTlm2hGFK3QiEYYKiaiiqyunNI1aLDXXToukatN0JRVYEev0eds9l/uycOM2RRIm9/T0aAcIow3U9NF9jOBxgVCY7f0de1vSGGu5gSHiVMJqOX/toUkRBxDZt6iKnrStkSQIEBEHm6vqS2fIh2yChQeH4+IiDgz1aWiRJQlFNVusVg9GYwWCI2++TpBlJHHORRCiqimboXF1f0Xd7NE0DdUMYBLRtF1UWxzGiKCArnURflAQs28bUNESxSxsXyoSnjx4xGI5eo9TB93esVytM3URXVWaNTuAdIEoCuqqgaApVU1MOK0rvFk+nd9FlAUkQoG07haGqstANkjgmjhN03eiS4emSJkQB3MIltu9AKdIv+miWj6fQFdOqZmskRGKJ3nYp6f5uS1nWFFWNpCr4gU8Q+FTFPmGckGUtldUitF06TJxnGJoBokScl1zP55zeuMXRySnKYokoiRiujZjvSLOcVhSRhIb9kcON/T4D1yZMC969d4frxYaTowPm8yuMQGY8HBEGKavVjtObI6YTlUZSefbsJTs/oixLvvK13+GtN24znUy4OrtAaGt8f4coSBimzqDnMp3uI8siqiIQRCFtXZKVr1XBmoGmmciqhqEVRGlJmiV4xoif+M//M4IriXeVN/nKt3+Hy82anu0itTV5qjId9UmTlCRO6fUHpEnOdhOwNxnz3gcfML86p61ykjBg2Pe4/+l9fu2/+3U+94X3+eKHv5/D42O+9tFH39U6/z1dpDRNpSpqoioEQUEQOjz0bhezy2PGh3t4vRGXZ3P2Dg7QzA78Np4M2a9G7I8MpuMJsqIgiC15npJnCaIoEgYpSdLyxhu32AUhUbLl4HTIH9K/wMXVmrPrK0RJYbK/T+D7zK/naLqO2pcRBRj0h/QcE1NXyLO0i1YKQuJE4Q/c+QLr1Yz5Yk5dVIwmEwRRwrQsGioMXeH46IBB38PQuh26Gsl8+zpH3spIksLU6eMbImVd0/eGpFqKJglEdY2aKLiyy7aWmdunXCx3nIkZaaMhtBaNoCAoKqtdgJSkWIaOpunouoZhWux2PtvdjjzNkesuu8+yTNI0pZEldlmCoZgokoSsaNRNh9RYr7c4XofcUFQRoQVNUajLltVqw2a7xdANoiinKAr018owXdBxHJPxySG79Ya2abherNl5+4RJwtPrFwRZwTZMML0BmmVThhGSpKDIErdODvn82/c43BsRBD5ZFlFmObv1jjAKSLMIWVUIHj5lNBwxHE1w3QGffPsThsMxbQsCLXGYkGcFpaYiCEJ32hNFdkGIcrEiC0tu3DgGs6GuNaKw41dFaspg0KffdxGFFj/YIIoSmt6nbSpEqUGSWqI0Y7VccXl1zXi8j6mrFEVBFMUYlkUQRoiKgazIyHL3Odd1Q1rmlCJMD6YomorUtBRp1kX4SDm6aaBpGqooU7UNrSSz9YMueVxR0RQF3/fJywLd0Oj1PURJ4OjGDeIk5ez8jPr8DF3TKYuS8XDMYADn11f/T/L+5NfSLkvvw35777fvTn9uf6P92myqMiuryCxWkTLLkijTLJg2rIkBTzwx7JEBDTXUwBPDAw0MzQwJIgxTtAUQMC2SMhuRxapiNZmVmV8fX0TcuP3p377fHryhGto5TSj+gAvEveestfZaz/N7qOkJfB+0pm27gWqSJlS1wnZt2rbDsExczyfPcvq6odCC0SRAjwS68Xj24RM83yeNM4qi5PFxw+bxkSAYI5Ti1fPfI0rucGloqprnzz7EMCT7XUqYv6btO+q2ZOQ7LOczgjCkqLbUZc16vx1Ax65HUDmMRwHK6XBcm8PuNYc4xnJcnOAZtTT5a/odN/f3bJOcIyFI64Z3t/dsD1tu3j3QdS3L5YLlYkqdJnx89AFZXvDxJx8Qpxu0VNzePfL61VvmsyUg6Nsh2DBOYvL6m6FoFzXT6Zi9OWHruWj3lO3uBMeWTCYRG/eUXJl8dvMNqVrQLKc82iHJ2OX1dsPrn6xwnQm1F5AlJuP5KX0vuRIJe2khbMG7tKTYaC6OFsyPOzwl2K43OFGIaUjOL06JohHr1Yqmga+/ecPJ2Qnmq3d0bcMoUnhuhGkbpEnB3At5XK15++Y1jeWy/PRv8Xd+/T/g9cMdb+5vEUlK5DrYls3Ty6dYlqIuCnZNihQK07CZnS7pdD+wLduWzXZDVbcEo4jtasXj7T23N/c8e/6Sv/Xv/t4vVed/pZuU1oBQdHVPpxt0b9HULWE4plY1D3dr3t3+gofbOz756CX+yZI0L1mtt3wSTrBMOCQptm1gmQZd29D1LY7jEo0i+h7KqsZ17MHr0jVMFyOEoXj5yUuu3z3w2Rdv6DVk2WDGLfICJSQ///nPmU3HzKZjPNtiPJ5j2ylSCfq+Y76YU9U5++2ew3bP0ekJpmlS1TV91+C7NqYS6K4mijx+06z4e5+tKIohuuDuLsewHGaLGW+bmre3d+i6xTYNFss56f0Dd7dr8qrHcifYJyGdn+MEPmf1HeOzU4rmfYqtH2DZNmEYoLv+Pc26R6Coi4xKd+w3j0gpOV+es9rtSOIYSyssR1O3LXleEY1CRuGILEvpdhVCCbSW71+NAt8fsmwc22E8HlG1LXmec+oe87jeUlUVu33C9dtrhNLcV8coIZFS4XkhVQO+H7LeH94HXEKVV6RlgmGYFEVFmqTovsEyLUzTwvV8doc9eV5TFilFVnN3tybLalwv5PXrK54+fYZh2kzGE7I0p8XEdRzGzphV3GIIG9OyOb24JBiP+eLzL9Eort6+ZTaNCEOX6XRGWR4oyxzHUXQ9tF1N6PsDdUCZuKMp/+Jf/gFZXnN2foFhCDQCRMdisWQyGfGnX6dUZcGxHwyoHwRYJvPJiCTecX31juPlEav1BuiZTAYjZ9+09AZc390yjkaUTctkMuMQJ9Tvb3/xNqNuas6bEwLPRZqK9Xo9NCE0UoLjuIRByH63R2jN0WxJludo3WMKhe95uO9fUX3TD3/HpmO135LuMkLHxbUdUKANgeF6lPRUWULfdSRZxna9gd5AaMn2YU8+3fO9+pqPnh6RpXuMqz8dcrccD3Nq8fXrr6mqgr/y4gdIVohiRScE23THrCkpRIOHg1UKZk6IbSvatB4kz15DECl2YstfFAGH5I7QMvjy9gpt2gSzGVCR5gWGOVBF/HFIS8t3v/8BPwhSkkPBPt6xOFqQ5g0VCmUHCMum7ztm0zmb7RbT9UiKEtursT2PQ9XzL/ynFOlX6PGI5eX3EF3Bpjjwb1+vODs/IXfmpG3FeBGxL1rUYsHx6ae8e3tNZTrYgc3b7QMb0VC3HVsRICYjul4Tei5l4PETecLvLHw+OTLREhzPJU0LfC8YhuNkhxYmSdngZRV/9hdf8vHL56xWW1w7ZzKO6PoOqXvqpuSDD18yPb3gm/2BL9t7/r2//bf5+/+P/5rlaML/5n/9v+RkPsZ3XIo0o+saiqYmT0vypxm+5/EXP/sL8iLDdwPyvOTb1284vTzn85//nPvHR6Rhcv9v/gjfi36pOv8r3aTevrvj/PSSrhki46U1cPECP0KGBn/2Zz9je8gIxnPabkh8ODs741s7othdc71eIxXvDcE9nu8ymURYhkkQBaAFVTVk+PRdT1PWhJMJmVvT9S3TxYT+iy+xXId2L+mqlk5r6rbHdR3aXrCPMzbNDts0mYx9uqbm7vaOp89PCaPxsAo8pBR5ie3ZhIGLEACCpigQtkXbNtQPNzzf/IKLkzO2XcNXX3/LycUxM2dO0TZ0yRU317cIBRP5IWxi4j/6GdtVjrRMpCk5Pz5jebqkLHOypkWIgXlWlhWGYZLGKXd3DzRNzWw2w3Ysmr7mUOX4vsvxyRF132GHPqrvEGVL0/XUTUsvJXlZ8PrqwCQOubw8e9+QNWHoIy2T9apFa00UhSjLxKo6yqrB9T3q+wc22z1CGpiWjVA2RVkxtSwm0xl39yvasibdbJB9x5PLC9qupcgLDAs+/+YVptCcnCwIXRdTCEzLpGxqjk+OmU3nBN4F282atutZTOdUecloPGE8mWJb7nCEXq/I+5auaZC2xDAs+lYzns9Jy4Lrn99x97DGd0POL5/ivbcwZFk+GCPrGqUMHMei63qEVOwOKds4p+ogGE+YzixmszH0FZblYzsWmp5f/PQX1PoIgeb0eEmSpvRIlGNT9x37pufu/oH9IWY6HjGbzUiThJ/82Z9TphkaqNqW48WSLE7JyxrX9dlsN7hRQNt3aAnb3ZYkVe9fbAplKbqqxvM8RpMph9WOPEkJHBdHyuHu2TWIVlOXJWiosgLRQVFWPBy2uEGI40JZVgjDQhgluzhGWYrqscNSBpZWwxCnBhL63c0j2T7B/zWb7330MYtA8vjQDgNh3YBOMc0Ri+mEunFp6xLHNECAZ9sUtk3fDDLmvinwx2Nm8wn0LW2vCH2PJC1Jsoqr9S1f7S0uvBzXD/BHY5K25X63JppOqNqOwB+I5WEQcMhi4u2G6/0ti+UxVaJ53O75xWevqBvB119/y7PnTzm/OCMuSsLpnO1uzW57YLM7MF/MKbVE2Ae+0z7w5cbB+vq/4WTq8Gvfe4nUd7yc2tjnHm/fbmjblFWWUeaKeJ/S3t0yncyZzWasmgfUQbLdx4RViedEfPPNG06Plrx8esY7x0CYFkL3fPDiKdt9TNd0CCXo2p4wCnlc72m7jtVqR1mUREFIkhxYzGZoJXj95i0fvvyIwPO5uLigUyaBGTA9PaZXiv/o//C/J3RsFpOQeLvns7/4EqMbOJle4OP7Pk+eXICExfGC9WbLfndgdbvi8f6R0+eXnF9c8ouf/4K+76ATHOL/ARAnXGfM27cPGNJmOV/yeLslL6fskpj9PubV1TuQNnlZ0LUDi+zhYc39yZjjJubSs/E8GyF7tO5wHQvLtId70nuviJAGdd1S9zXr9ZrVfkdW1jjBiFbYONGEwy5DGDZZWpCVLcJ2EB30pklnGNiuz3r1SNo0zCchd5uE+YVGWwLpeKyuV0i3w+kUTdvSIEBIur6n7wRtB0gLwwsZnZ/gKMkXj7cUpsWu7djsY2Q0h1GF4dk8lAWdUjx5+TGr+z/naHFEOA8wTZM0j4n3B1zHRQqJlhKhDdJDgpQSZSoMyycvcnoBGAbzUYRjGZRlPsiegxClQUrJPkkpipIkTanrBMc2B+inofBDD6kks+mMosjwAwete5qmwDAFV1dv+ebVFfGlyfX1HWd5xWG3w7UUhmWipIFjC/ze4+hoOawc2x4ncFCWRZwkCKGJRj7SlGx3a2zPpOtDjL5HiB5kz3Q0pioKLk5PqIqMp0+ecf3uhhsE9/ePZFnBZBRxfnrORx+9ZNIY/EvT408ym28PNdeWheMeo1soDJtyOmWrBc14im1pOndC0YwQwsfMTQxrgqGsAbeVBWwOPUkuqYBm+pwyzsgSA8eykZ2g6iyUYfFF5bFyRnwsBV1TYxoGh0OMIyVadyxmM4oi5+HxgdOzY95dX/PNN6/YbbZ4roMbBJxM5yg0QRSiWxiPJ0hHUVQ11MO6T/ctdVkOv8+qZDaf83BzS9M21FlBEafousHsoa9LvCikzArapkEgaPuOu5s7XNcjGI9Bw2GfEN+t6aqaMAoxPROrtWhkT1pXGDQYvcQALMchj0tcL8LEQE4mHI1LRl7HyL+kLBviOKET0LUtIz9ktrjAFKC7mjhJSOKYyydPuLm54/H+hhfPng7wYtFjOia+F6GUQpkeD+tveftuR2ac8Hp/g+P5lL0m0y27PEUWksBz8W2H27fXiCDAiAv+SSP4KrrgMrygkz2W4fBtOKIoG5rvf0Q5HnETRqxWa6zaonWWWB/9AN12vGoqyrYjt5ZYlz/mVGdMwoCjozGBZxFGEVmxx/EVl5dLirxnHxf8y//uj9keMmazGY5T0W+2ZEnGcjHjt//qb3F1czucIuIDejpC0uGYJq7rUDV74iRBA6Zls97smS/mPH/xEst7xLJ9krTk9uaOoqrZpxlNr7l/fKAXAuPdNevNln/2//lnONGSw/fmjD6dcHQyJXJ99uuE/+L/+v/k7bev8GzJ8WhOWddE4yk/+NH36TsxpDGbimcvnvLxBx+yvn9k9bBG1h2/+aPfwLV9ijJnPJ5QVi3/5//0P/n/VeKBX/EmJYTEMB02DzHJvqFsILcqbt7dooHJeMLt/QolFY/JgSI5cHI8Ze8n7Io1z8Ij+qYlL1NmyymzxRwheibTCU1bsd1uhkgG0wIkyjRxvAAnEKy2B/4g/DXeRiPido8IBEWRU15+l8PkO3z97i1t2/3lOkaONV3Xcn52RNvWfLHXqFQgOOIwOkY1BuN0hDLe30Le5/cYnaLXmtbqSD99ya1h0SnJZ0eCcDRCKMHWONC1mnRyhj+eMGkfecq3ZPWW6fGUJx8+5VAkNG2DbQjGkxHjYEQcx4he0HdQ9w0IUIZESEkroQdoO/K8pC4G34YfBpjm0EA7LWiEJK9KoumIk+MxhtQEQUBd5XRaY0pB1VT0use2TLbbHVmRsTCP2Ww3bHZ7Xpff4njDyuni/JhPP36J49i8bVwco6HeF7R1jlIwDQJkmrPe7jAMBaKja1vOz5/x6Scv2G13NHVD4Ln0YkhinU3HJIcdTVXhWBZJfGC323F0dMRqvR0UnNMRQeAN8NzQ5jetnF/sOtatoAt9GuYcdgeqDqRtE/oe1myGZWpK0+YmqZjNpjRK0bU991cPPGzWnJxfkFeaQ93hBAHatMipsWvwDIPADUiKBNEanL78LmF8wF+/4tB4nJ2fU+QZUvQoNLs4ASmQluLtzTvubx8YRSN83yOrK2zXxQ5sAselrmvoNWZoYzU2D+tHjpenGB/9Fvci5Ob6HfdKgYTMWBBHyyHOww5JxjGxPtBVLWEYYtk2/VRTFgVV3dD1HWXwHRzP5VFD1dVD6rXKCYOAV9OIjpbaa2mlGKTaTU9b1vjZlkn2GVXbolE0JuxXD+yDhuDIw3I94jhnsx8SmfO8IE9TfuB+j/nFEV1TYxiKx8cVj3e3uKbkN37wfUZhAHpI/a3qEik0hmHiByOUaZPkFcuPTlHrG+5bk23ZkQOLs49p8pz50TFtUVCIiE2S83Th0919yaV3jnn9OcpSjOcL9uktZdUQBSO27z5Dey5P/JB0V3B4fMfZyGS/2/DJ5RPiuuJtvuBy8xM+PF1w8ts/Yjnz8eyOti/QvSR5D07WveT4aMnL58/40z//nLxsyLKCpmqwTEVXV/iuSVdkfP31V5wsphxNRmSHA3VUcNhXqDk4js3t/Yokrbi7fyBJM6bzMdEoYruN6bucKAoxbYvl8QltVdPmOU8/fMH5kyf8xl/5K4ThCHey4B8eRnz1iz/lD/7Fnr/x47/O2fGYk/kxX/z0C2zh8LiPOb8458e/81c5vzjGdy1meUivh7pRUeJ4Hi8//QDHdSjrhl/7wXeRtoHne2SH5Jeq87/STYrgiCTbc5/FCNFhWAFuMMKxPDbbNSM/4Og7y/dR0pLksEfomjD0afOeV2++4fToCMMQVGUx3BNck6u3rxGGQRAGHJ8G1FXL/pAgeoHn+DQSkBlplvPxu3/B47srnp5dcnZ+yp9NKn7PuWFjf0srNUfhGXGcotsSz7X49MjCtGCzXpOmCWEQkvYFu/WawPCJxh6e59H3HW3Tv8+2EnQG1FITpzW9ZXPkvqGuQQtN0uZcvbmmamvM6ozi9AfIXGD7DtEyoNAFj/f30GnGkzFW11OJgq6oiYIRWZFT1y3SHMLtkFDrQS3mhz5WJ9BtjzAkwjTpTYlEsNnvycoex7Wp25yytjg5WjAahyQxhGGAkoq26xlN5sS7HW+vrpnN51iOjxdETKcVj8qn14KuaQiDCbNxgECgetB9j5IK3/XJigLd9kSex+rujr6C89mMpqu4+vYN01FEFEUs5lN0V9PUOaZSVHWOlIK6bYYDfp7j2C5JXnBycoy7dwnCiCSPhwN95PGpfsCy7xn1Jq/bFcHbP6K4fWRkOkRRQNS5nPkrzk+nVEXBZrvlQ/cDMCQP9yvGveCZ1+FzTyIbEqsh9Cp2dw/cvf6KH5/+Nk1ds77ZYJY9Xas5c13CaUBZ+dze3xEGAZPpiBaNNAzypibbpBxfnnB3fcditmC+nJPnGU5ZMBqNWT0+ECcHOt1ycfkEZRt0m45xEPHi8hl/4j/hPP0Gs71DVEOCsPGwxkkzLGnh7m1YbbDyAte0cXsf27Hpeo2QgqIqSYscoRRWaSKVoqhKNnGC1oKwz3CKA1VdIwxFIzTrmy1922MKi82zHzNbv8b2hv27I23WSvL25p79umY8m/Cw3rDZHvA8DyUV0SgkSWPu7zoc28SyTMIooKkqptMxi9mU9eoBy3awbBslYbeLEVJRPu54XO3IqxpHQCMMXl38O9R3XyCkohcW/uSEB21yfPGSif+U+uGBYjJisbikVgJcm7RuWO87Mn9B6/TcNj17GZBvUqLGYjZfsBk95cnVP2bpCD4+m7KvSm51xf7qC/7i7kv6779kPvlg+K4ZgixrsC0biaKuGoSGySjkO9/5kM+++ArHXpLu92jHZHK2JPIdTDpOlxOeXj7lYrFktXvksW3Y7jIy10bZFmVZ8ouff8YhLQkCj7xcMpnNuLy8ABSTfkxVFyjD4Nd/7Qf8le9/wsnzC64e1nz9xSv+5Cc/5+vre75a/pA2/im+6/PP/sl/y+/93l/jb/9PfhfHtPj8F59z+fIZ3/+17/Bwf8vPf/Yznp2f8dOf/BStBV5ks1we4Ych49mYs7MTHNfm+vYW2/c4Ojnm/nH9S5X5X+km9Qf5CXL6klfbKxzHpm17jts9dC113dHrIWZAKYgij2dPz4kClz/yXJZ6zkyGnF2e4VhqSJ7tW+okZ384EEYhnfZxlGJyNMU0TV69uqJqOuYnxxx2B0qnoKsK5uOIk+WESeRgKjBlx3c+fkJTaf7wD/+EqupZLqdMgynrhzvC0EXojtD1yOKUx8cVu80WUxxTGZJpGNHSY1pqQKy4LnUniJMdtuXyGCfMZlM++/Zr/NDDcUwMCafnZ+yFQy0VZVmy228xDZO6qphPJzRZTbnZE4ymFHHKOAhRQpKnOdI1wTbolRjS2osW0zMxhCROY+LDgfFsgsREIhmNIva7HZZqUZGHW5sEocfzF5e0TUuRZ1RVTVHVfPHF14Oqbjxhe8johcHj5qfc3m6w3QDf8SmrakDtRCOurm6xHYtMuKS7e8pkzXIxRxmSIkvZJzFCt4yikLHvIJRLEPjc3d2T6AMKDbrGNASGkliGiWsNyapt3ZNnOa7n4AQ+nhtgOzaeF9B2NYZlUtUlVQ+252CjMLXJxeUlstEYUuE5DpaE5XzOZDQmkSn3D1vqXvD2mys2m5hnz58zHgekTcmmSCnR9JmBaVgcnV/gBD7/+h/9AYd9yicffIf9bsf5p8eYlsFsMUWYQ6gfoqdvWzp6wtBnfrIgrXLCMMDsJPcPd2BI5vMF280GYQiev3iG43v0usM1PV5//oqRF3D35i0P5TEvrDWjao8U0CYd9JqlZWE1FeQxXbKjqCpGYUCXpNitg0TiOjZFX6HKA6ZjY2qFb7ikXYbUGY0UtOmebFdjaInrBUwin77L0LpHqZ6cnk70CFNhKIlyDQzf4dt3a56MJBiSrMgJIp+iSPFdH6U0d3c3NNWIs7Njks0BpUwuL84wlKQqhiGkqUuiKMD3fWzHI0kLXn32NfPFER+IGa/7hrbpsJuMj4pvMEyDQDmoombmuZyUMzrR8iBXLOw5dVGyW285v3xKXCWkTcO7h+Ez+7jewvU9Xl0znUy40CfUZ7/N6fkJi8AhPWzJ257xecR3vv8B08hmMQ+J4w2L6RilDGxXUBctabynKmvSouT0dMHp2QnHsxH0YJ4tqeqSTz56yfnxks3zS07PTzGkoqwO5Ome3p4ipOD27pbHzYbjkwt++MMf8Obqhu1ui2ko7m9uMAybu8d7lDLo9RCz8rC6xwl/yJ/86Z/x//pH/4y0LHn38ID0QrplixM5NG3Jm/uv+S///j2//3f+ff6nf/ev8zf/vd9kuyv5N//qj8nyHb5t0lUF0gAn8Pn+d7/DkyeXlHWNFTjMJiMMQ/Ld735IEudYUhBG3i9V53+lm9Rf716zX8eMtw80bUtdDdTlfV9TlRVFMTDBwtClKCoe7u+JHYvuxYfMZzMmsmAyHeHaFnVdoYWmbmvyumI8mdKLYXrM84zVZs3D4wPzOcyPjjg5WqK3LSM/4OPvfRfXMunRQ6w8kjBw2ZZblvMp+7igynOa1mccneJ4Js2hHtzwyqTIa0zToSoaYpniODZBFBCNfMoip207/NCjqRu0MtG+z26/ZraY0gtBVZSEvkPXVAjLHQ7bRY6kx7aH1NC02mOgmQZjzo6OuHl3jew0m+0K13EwxgFl32AYAk8YVK1+j3qS2K6N3VjYrkVaprSmR2Qo6DVR4OOdnfDCiFlOJzw8rqjKkrubO5quw/FHvHl3w93Dlmk0ZrfL8IMpSRKz2x6YzAykJ3BsB8/1eFzvcE3FwllQNi1Sa27u7siLEil6nj+9ZLEYcYgTosAnjEYYpkXbdND1BL7HfB4R+ja3t1dUeUrgTrFMk916IHmcnhyTZiXRaMJqs6PX0LQ1hhIIqUDKQb3W94yiMSPGqEpyfHzMOAjRXU+dx5jSoMgb/vm/+kOCKOKnn3/F7c0dP/rBb6B8l85QvLm6Z1cXOEGATHLaJGPm+9xeXZPGNa4VUmTDMBXHe5bHCxzPYn48JQgDhFKsD1uaTqPbllEUsHr7SJVU5LsEK7ApsgroUbbiyfkFduhQ1xWh42G2gjrOeYwPlEXJwfyQlXiEpuHk7Izb61uqtEDrmrwDx3bxfA/HdRFS0FYldBqkpihKhJQEjgtKYVkWZd2gEXiOQ0FPkzeUZY0jLaq6Jt2WeI6NY9nkzeDRchyLrMxxbAM/9LEtE2kbaCUYTSYDsNe1iA+Kk9NT4jihx2E6HuMHAQ/3dwOe6/IMy1AkcYoUmtF4NAwjWmMYirKqWG12vLrZEIenGN4RjjIQXc/I8+n6jlkUcjGfEzkmkW+x2+zZrjvqKuf5y2f87KcpaZzQ6R40ZO8NxverFb2pkMImyVOUgqPlgu7bhsM+RwhB1ULbtDx9dsH5UYRhaOqqRJoWTduTJQXxPkP3Atdy8CyfusyZL2Ysv/sBN7d3dE2PYfhUVc7jwx2nZ8fkacZhv6Wl4uXL51ynIwIaZmowx293KWfnl1iOQ9s/oypzdo8r8jQFNFVXD/iq0Of12zf8p//Zf8bhkGEqE3c8IiwCjDDkYCo2ux1KtCTFgW6349/+6S9oKoNvv3rLd7/zhL/+u79B4DtYlkIJwQ9+/ENMz2H7sOft6zv8yOVkHKKEYL/d85Of/pwvfvEFvh8yX85+qTr/K92kbq9X9H3HxcUJ6+0eQ5kcDjGuZw8Y/04CGs+18V2X6TRCypa6rqlVxfJiilLQtM2QaqY1jmkT+CFt21LVFV3V4Ps+o1HE8ekSy7CxLZOzk2MmXcgo8Lm/vsF1PbzQo3IrzNCge6/wu3xyzixruLm+pa4bqqbG6i0EEqXAdSxOz87YrrYkSYoQDnmWY9s2bd0gpUIZmqYpQWocU1F1g7w5mowG5Ept4HoOk3BEemgwhGAaRty/uaHUCsdxcC2TsRkQ9Irj6Yw2KzjkGVVZMIp8uq6lb1uiYILqO5SAKAgRhqTtO2buHKEUnjBQpkGRFljCom01D4Xgz8cvqFcFZQ7j0Qmva4HjuJRpx+H8ryGFwZ1hUpglW3tEoxruy4fBDBpcchK/ISsL7h5iQt+j6iF2Q5amjXZcpBQEgY9SMIpC6rJASujamjJPMQyL0LP4+qtf8Ppbza9/71M+fPGUvh+wLgIxhMoZJrZtU1YtQgiklMO+vMxZLueDUdR1yJoW07JBBXS7hjxPyZKEvm3IDwlVdqCpUizX4e5+y6njMZqHPHnmYgYutw8P2FHAar/DjgL6uuXq3R22hnVVkT7uMKRN4Lp0fc9ieURdN8S7mLrrkJZB7/Y8PDyArTjkKa/evKWipe00b795y2QyYT6ZsL1+TUXNyfSIWjTk2w2R63NYbXn72RvKbYrdGYz8EYYyMbVJ3nTcvrulrlpkL2jKBt8PUEqh+47RKCRJEwbtjEHbtdiOS12XiJ7B3K0GDJmUCtPUdPSIMEAog7qqKekp6xppKIqmo0XRNjUCjTLgyZNTpBCErk3k2ziuwHNszo6mRIHDId4ziiYUswlKGozHI4SA5XLBYbcdQh1ti0wIeB/oV5ZDFpOWkieXF9St5E9+9gWrssAxbcZRgO95sOpI4h2+ktxVJfbpEYc6xzIUH3/4kvVmS+i5eI7CdQRH0yOyumF7SNhlJfPZjPV6T1akWEqx3+8QoufFiydkj3fs45Sm0qRxwtvDW6inRJFH3dSAIHQD6CR907Pbp8xmBlEQYHSKts4pZM2HHz3j8WE9KDCVJEljhJA4joVhCE7OjthuDuS5YjEfQxtjWDa399+SZsWwmRiPGAU+0/dcz7KuKLoeJQUzYDafsd6syboWyzDIk5hOd7RVhRCCoqpoi4K+U/zuj38XV0X83//ef8M0XPDByyXT6ROkGhIHlKHwpUJLME8Vx0czTMsACft9zGeffcnV62vKqiE+3PPm9Ztfqs7/Sjep/3f7DGGaPFmeUYxKAH5cfY6oK4QySNICoTUnp0ts02K+mFLkCY5lk6YJt9c588UYx3WwbRvPdenpCXVIWVXoXnA4xO8TbF2Ol0d0naZvapq2p+s8ELDb7in9muuba8qPnyO0YLva4QcBIHh8eODu9g4lj+g7eHzcUJQpQRiRZwVV3VGUJU3T4fsBtunQVhVJ3OCHIZZlkbc1YRBiGBbpISXwHO7iLWmSoTQsZlNmwZiCis52+eTpC44ncz7/6hVpHHM+XeJWGt90saTBfDEnvhmUXW3fgwTLUOimRRmS0WiMMk32eUKnB+/YaDzCsAzeXd/y1bffINKKIks5sv8ruu9/Sl9XjB2XPtsyyneU+4bQtBnbDuv7a5q2xRGCLr7n8vyUy4sx08mIPF9Tt4+kSmE5HoesYpu8JXlyhGf1zDwPLSEMI1zPI89zwiBEGgrHGajkm82KMAz47qcfkOcx+90Dz5+f0LcdVZliGiajSYjQEq0FdV3RxwmWaYLQ5HlP1/bYhgk9rB4eCaZTWsthu1kxT3YoQ4ElmSynyDrg+GhOMJnwky++Ji8rwijC9RzKtkGYitV6zXQ6QxsGuumZhCP2qxV902H7EUoaIAVCC3a7A4bSKGmS1jWTxYw31ze8u79hNJ+Q9zXClJja4vzsFLDpdMd9suLpxy+YzSfkVUGW15wfnRKYHj/58z9id7ujrzTKMWi7jq7r+errr1DvD+i61wSmB0pSNTWHw47A87Bse8ixkrDNY+ghUJLV/Woo8kIhVTN4uURHXVb0SoAQFE1DrTRdW9PWNZ7jkMYHlO2jlMSyTVTnUhU5vmvj2AbLScSxpxC6QXcNQltMgvcEdQnQoSRkRYZtm++9XR193zNbTGnbHoRi9bAmK3JmsylVmXFxuqBuOu4+u6EzTVzbwTAMuqYh2x94l6VsTMXduyuOFyM+fPGS6TgChleP6zqYlmSxnLL5+i2mkpiG4vzkmCLJSPqeYDzm7OKCO8uizQYKfDSeUL9bYVs2ddxw/eaWk7MlylK0TcMsmhBvdyyPlsOAUtV0bUUYuMOpoR2k+IapEGIQn9iORZoOzENpSGzH5vzpCWerCNlW/Lf/5F/z9OWH2I5HmmZMbAvXcdB1h2WaCA1935LEKZYhSdMEz/NRlkudDHJw0Q1DULyJqc8qyn3GbDTn+9//TX7wve/zcP2a/+3/7vc5mk/p+pp/84d/zps373j58XNOTo54+fQc2zawLYMszXj36g15USClwenxEc+ePKXXHdIwePf6iv/k//gf//+t87/STerym3/NaOTwW08+xZpI/nH9lOXJBew37A4xdVPj2CaG7NC65PHhmsk4wrJMFu6ci4WPUJqyLKmqhqIoMaTE8T2U6FFSE4Y2lukwjsbYhkPTdsSHlLpXWOYx3/3Op7xSFm9fv+Xo+ITHIEKIjsAfIZDcvLvHsV2OTk6RQvJwv2Z32IHsee6H7A8Jtu0wXxwNcEsx0AaEhK7tEAikEFhKEccZuitwbZsPl6cUusG2PeLtHtH0OErhmTaWkJxM5lRlie5bJlGEKxVKdUgJZVXweNgiTEWRpfSWwlMelmMS2g5KQFXWdE1D1VSYljVkBxkmt1e3PNzcsJgfMT4NWd3ecSRrwvSBrmm4/eqOi7MLxo7JOtlg9jbbx5iwrEAIyrxE0HFxEeL7Pk3+gNc03DYVQilGkwmHd7f0bTcwEfsSoTV12ZKmOY5l0dQ1XdfQdfr9Ub8fPD5jn/OTI6bTD2nqHN03CCDPU4LFEik6tNbYto9pGkNwYy+QSnK0WGKaJvq9WON4cURcFliu5Hg55Qdn3yUtKl6/vcIPJhiGoO46irrh6fOnaDRR4HFIE6ZHC3oh8KIIYZusN7vhxtZrHusWz3EYT0ZAT4CJ6hVt15IkCaPxQAuvNxs6SyN9i5v9GmHYzI7PsBwXTMXsyZLb22uePn2B5zisVmuEFiwnR5itxcO3d+xvY9qsw7EsejSGUmitKdOSi6MJ8+WCq6srtA3ClFTvp2fXc0GClhJtKLb7HWmS4VkunmUT+AFKGcOw8D4TyGoNlJQUbU1LRyM0Xd/hOw7z5Yzat2k7yUpCnmcYfUdZFMxHPoFrc6wmhKJB9EOTapsaz3Np+kGYI4Ukz5Mhs8y1eOg6fM9HmYq+74nTmL6FtuuxTBshJegOISWT0MGxDJKuRTDQyl3H4snFOUpJJD2uaWA5itX6kbYrmUQRpqH5/vc/oW5a6r5F0xEGPk4w3KRePr9EKMnuEPPlN6/Y2FecV7c8O5piGiYvXj7jWk1YOkes797x+psrzp6ccXZ5Qtu3dLqnLAui8P1g2giCyMd2HHa7HUVeYSgLZUoM0yDLM5p6+D8ILYjCaMBHtT3J7sC7xx3X+58wj8aErsuR5dCUNfd396RFynwS8tHTC6x3tyyOToffq9RUTYU78rBti7ooEElL2EmkMPmbP/yr/O7f+KucPDsnbxps94S3377mn//zf8aX316xfcj5jR/+gA9efkAUuShDUFYFr1+94urqLYHvc/9wz3ZzYLk8oUNQ1zWT0ZiiKn+pOv8r3aRCJRm7kpHd4fsmY9Ph3fXPeXz1JVXRobGwDJvZbERdDqmi89kEp7fpari+f6CuBgaaF3iMowjDNlitNtRNjW27mO+/vPv9Dt/1MS2LPMuQwkBUGkMKTk+O0H2PabgoZXB9fceuq7hbPZKlKednF4yiMV0zmGaj0RjbNvC8AMfNQAz7XCElSZoxnnhEnovnuxRlTi+sgTygFWmSsnl7xenL5yy9MQ8ckKOIPi7oyob5eEZsR+jmwM3VNSYKW5gYyqCsSlzL5f6wpTMkrh3Q6o7dPsZXFrPJlK5quLm9Jm9qgvkIZStGQYRjWtzf3JOnKZfnFxzPl+SHFNu0eHjY8PC4wrFs4ixHSoeqL1FC0tUDTdk2LEzLxHFsoOPm7hatNV3XM5qOqZpqeLntD2gBs+WMg+/THBJcx0F5iiIvucpu8X2X/WEPWjOfzYAWaClLk7IuaDsH33fRfYdS6i8hxH3XUxQFTaNxHJv1akvddARBwCiKsG2H1foR27UJgxDLdbjvwDIVypCs94+0dNRtw2w8UN6lZWFZJrZl4nkOvehwTYPaczE9l12ckMcxRS847Pc4roNnu7RdS+AMk3eWZewPexzX5Zvr14yOxkwCk6ZtKfsB/lsXOdWuZzKb0BQdVVNx+fwJRTHQ8EfuBFFr3v38LX1Sk28S8l2BYSiarqWpNK5h0WuBZ/s4tsfhkFCUFZPRcBPpTRPPMPFcl6IewMPiPY9PKRMDiSkUbd2Qt8PkLYXA83xM1+F+taatamaTkG1eYNsutinxPIuxP+OQFICgazW6bYgWMyxDIoXGsRWhaVLXBco0yYoSlEQpgzCwCX2f/W5L19REYUA7GQ/xPG1D07T4XshudyDN8qF5CQUCXN/DzVvSPKXXmkOSUIkK0zCYzcZEUcjP/uIndJbBRy++Q+jbVGVG37WsHh+YLxZEoynFIebm+oo4KVienCPbmmfPn+NYFm/e3VAVDWmaU7Y1WkuqsuLdfs1+ckza1Jh2QJHGxHHGc8tB9h1SSRzHRMmB9jGfz+l6wWa7ZbvZEh8yDMtmMhmj+x6tNRowlIlt2fQdPKz23N5r3n3zNVguadXSHzLyokYqxXI2oqpK8ionz2Is0+DiZMlkPkYDm92OxTxiXZaUTU9TdZzYIz793qfc/uhH/M9+6JBs9/y3//if89nrt3zxxddcffuWMPLxnZDIWfK7v/Mjzs8m9F3HerXlz/7kjznsHoiiaBAM1RUj3+HJ5Sl3dyvyNCHe77m/X/1Sdf5XukmVbcEnn3wfxzMwTQX18Dx2bIssS8niGM9ykHIgYjvOEC1Q0dB0mqrrkWqI6La9EDcYDc/pokIZQ2aOFINpta5KhIYwGHF6csIhq3Brm66vaduS0PdA2WzWW/ZlQjgNWSwG+nUQRWRZhm3bpFlB21U0jeRMndI0w3HXM12UFhimxDJtbM+nrkuKoiKybGzHpW8s7u/WnJ+fczw/Ygb8wduMti4RrWa2nFI7E36xKfijv/hD8jQnMG2SJEcVDY4wyMqSbZXi+D6jMOKw3pLvY8rRiJs0pW0aajqka9DqDkfYSC3YrXdkaU7fanTasMsfqfISS5ggBWVRUtQtddlxu1rhBg6TKGQyGiPeB7vZrku8P9C0LZv9kN00nozptaCoGza7A0Jr5rMJnueQqkFRZvb2EMsuNUWW0bQNo2iEYQj6vsE0JUooijyjbhs2uzV9NMJUCtczsF2boqoYhwF9P7yci6zEtmzGIxepFE1dsdus36fumlhquF95nYGhFUJpmr7j/OKUqRWyCCP28Q7aCssy8V2H8TgcJON9D4ZBnOVMw4iv0pzD4YBpWXiGQ1cON59FEPH27g1pmlOUFev9nvHLGTpS5LKlV6CViWELLMPAcEyqrqCuGmzbQXeawPTJD5r7r99x/fU7ikOOLSx83ycIAkzbAK3JkpQ4G3hqyjC5u70HpTk7PuJkuaRvusFHZg5m7K5tUAIcy8I0h5gVW1nQtPS9ZrffE/iDmKfqW6LRiGSfUDMkJSdJzv3VDV7g8PzJBU1T0/V6SGUWAs/xaOqepqrRWtP0Dd50hsgFVV2DAKcHy1Hc397AconrWDRNTZ7GnB2f0HUteVLS9D1SGiRJimmaRKPRII0vc5J8yx/84Z+R1x1dUVAWJa3b0FQlq8cUJTouz49J4z11U3B+/pzV/S1VMUCHd9sdSg1xK5dn5+x2CZvdlqP5DMeUXCwXbB+3lFgcL0+YNzHrzY7l0RFSGTRNy2q1ZeQ6nF08Iy0OfPXlt/RdySjwEEJwtFxSVzmmaZDuEg6HA54fgjY4HFLW6x2eF+J5Q0bcZrcmzVPioubtzT1FdUKvDcaTGfX2gFaKtGp5e3tPUxecHy8JIm/4u/YQBi6WgiAKcSzJ7XpDttlT1ZKPPv2Iv/s7f53jy3P+3i7g3/zxv+af/ON/St5U5F1HnBVsshwchw9fPuF/9b/4O/zo159zd3PPH//xT5mOxrx984az0yl1UdDVFUIPflFJh9YNy8UCQ9k8f/Hil6rzv9JNSgi4vrlifvISDSglmS/mkB7IS5B9R5rmfPnF13z0yQviJCVOMvLJBbmukU2DMqFFUG12xPHwIV9v9liGQZYXg2qpUJhSMx5BGqfYrgfKQQhQAjzXJghGPDxsEEJSljW73YEnlxfkWcKrV1+R5wXT8RjLsgh8G991SJIdR4spWZLQtjVS2ez3MXWzREmTss0xDAshDaQYDseffBpgSMFkNOPq/hFR9oTKoaOnilN2sabvltjSJGl7dvs9lm0igNF0wtXqjrrvGHk2RVpSFy2jICLfJ/jjkGA5Y1+mVHWF2fU0dUPSJzR1Q697qDVNVdI2JaLTdEKTVyVpVVD3DVoKbOkwGkWEvoNtGjjKYL/fD7L70KeqGrK8IEkzDCunqls22z2m6dJ3LUHg4TgWlm0SmBEqj5HSwDLUIChpajzPJgx9bFNRFjmBZzOdBHTvlZ3WYgCr9lojhCKOd3iOixRDim5b9RAIPC8gzTKKPCfLU6QCt7FRCkzHQlctD6tHrrkhGoWMRyGuNmi6ml53vH3zFtO0GI3DIQBQatA9ppJs12umszkvnj3l3btbdusdX3zxC4SW/OB7v0bRKva7AyiTvG4wpi7CVjyudiyeBjgjF9lUtEXKbDZiff+AJR2m7hjdaG5f3XL99RvS+z192aPkYA4eRRHKVAhDICSIXqJcG1k3AChDkexKLFsyi0bQDeTwqigIjo7wHYem7TENA8v16NEc4gNosO2ANElB9zieR1rkOK4LnaAua6LllPyQs7/fs18f8H2f16+usSwDhIFUBq7jUyUxcZ9wuhjh+z4yU7y7vaVtG1xnyCjLqwbDkHi+N6jHlEBJGxg8dXGcIFH0Xc9iNqMsavKsIM0zDCmHoSjJScsGL5yw6zVN2w5N17JwbYfFbMJiFiF0S5bG7DbDzc2zXfquRwpBXVS0neTs6JgsLnCkyeXxGVmeEfohBhrbNFBKUaY1TVbx+IuvSHqonn7I3f2Ku3YYLJIsIwiXJMme3WZLURSDUlhottstbQd5nlMUDfvdgTAYc3f/yOtX15xdnLJYTECY3D0e+OrqkbfvblmdekhzSMJVdCgEZdsQjCLCcARCcn5xRhLvyZKUrCio6KHvcRwfz/DwVMHf+g/+x/zWb/8627sH/vO//1/zR+4HbN79AUlbIgKLrujBFEznQ/Djf/gf/j6/8RsfcHe15r/8z/8Bh2TH7//+73NxcYkparRUFGXJ06fPKcqCJE6YTqY0TY9huFw+ufil6vyvdJOyA5v1JmazTgknDlXXYroG0/GczaqgLFLKpqXOWt68ucO2LAzTIs0qrla3TFWNF7qEnk9VVPRtT9M0SEtxeT7lsN/QVjVd4BF5Dtv3SZKu59P2LULAOIowR2Ourh/Y7He03vnwBTdNtrstjmtjFyZlWVBVOb5nAz1+6A67cM9hPpsMWT3K4ebuhl73Q7SHYeI4HkIYROMpdSUQ0qbIc7786hu++voNnacYLaYIXJaTCY52ucoDLs8uqZoh9yYrM6yxRyIb7FlIHWd8++odZqdwbJNeKrSp6H2Th3SL1j2T0fDy7JqOPEnJkpwur7BRCGlhKQPTNknLAukYvPjoIwzb5O7uhm1+YNZVVFXP6dEFrmHi+zYaSZblSEP9ZTpsUTZ0KPzRiCovmM3GhFGIpOcQH2iamEg2tH1NW5VEnodjW0wnI+qmJAxDHEci+kG12bY1w/pPYLsuq/V6gOi6PlfXN/ieT1s26F4zGs8II5+yKgePTejjRwGmPZhUbddBlC1BGNDnknASsn5cMzu95LA/oKRiOh0zmUwZjf97WKbAtGziNOVhs2b9uEEpi9e/+JbI8nl+/ITNdo8jLO5XWyoNWZqglSQYeehOkhwSLp8aXL+94vTijCzOMKTJfLQkuTvw7S++4v71DcU+wTVc5t4MZ+JhuwPwtKgKuq7FMi36vqesGvp+WK12fU9V13iOzdMnZ9jK4OH6ljAKePrkklE0oq4qosCnb3uqPEcqiW9ZtG2LZUrCKCKIQsqmIctLDkmKF0QsFkuytmG92pHvMxzTZXO/4803b3j+/BnHZxfUZUOeVfR1g9IthmngOA4LZ0HyeE/ddWRVy7uvvsH3LD768CXnJws0oLXGUgZV1bLNtliGi2VZJGnG2zdXKMPEsiyKsqJRAn80YbO5oShrWqdHvo8KUQI+eHGJbw9+IUtJxtEE3zKG9OCypC4rppPJIGBAUtUdr775lqpoODs+pa07bNshTRM0PaPJlHdtw9t31zSHHXd3K2YXl1imw3Sy4OHumrfXd0jV47gHTo6PqdOY58+esz/s2W1WCCn59DvfJ4xGpGmJaVjc3a4JwzH39ztev76hKEvGkwlXdyuCyQKtXOK8IDAEZVVjSAOhwbIMqjLHME5YPa4xTUUUukymU0ZoVus1d7f3mFbIi48/4ff+538XrWz+4f/tH/LF15/zmOc8fjwmPGxwPBtlWtxfv2MSTvFti1/79EOOT8e8enXNP/1H/x2vr64wHYOiKbF9n2yf4lgWtu2w2e54/eotGoGybLpO8O/8zf8R0lC/VJ3/lW5SP/7xD/nqi2/Jipb1/p5bewpPTL755i03t48o20NaNn2j2CcNusmRyuTR3dG+vqHwNIujGXXZk6YJRVEgxHBYFbrDUhpTgSGHY3rb1ERhhKkMwmCEtTW5v7/j+tsrqhbyrARfvA9MFLRtSeA7+P6S50/OkHKAeuZ5iqH6oXDrmsViRFHUTCYj6jrDNAzqtiMaTYYvXVFz9faW+9sNRdXiug5aS7RWpPuMYDYhzzJsKakNweGg+eyLL6kVGCOXk6dH1FVJR89idMb1H/+Uh4c1tm9xsTjDMiwc3+cQ7+n6ligMkBKyJKVMK9q8HHKr9BAf3+kebUj2dcquSjn94An+yYQ03tOYPV7o4kUeNDVdV6EtSTTyqeuOJE0wLYu0qOiApu/oqpJoNsUwFMJUdLqh16CkRBmKOE2oqxpHGTSdwrdsorGPKT26rsFxDJS0sEyDppKYpsEhTkmznF73lGXF8fKUwyEmTlIMPaQdK9nRNA3jUTDIg8saaSl8P6DuWvpWYzkusjCYLpd445D8IaVKc6TWJPEB13dpdYM0JKZlUrctZZXxL//1H/B4v6VNSrq8Y+RFtFVLJwUvnjyj6Rp2cUzZNWBqrMDGdL3B2H37yDgMkKFBG5fcv7rh6IdHvP35t3z7bz/HqgXjYMzR2QLLslHSoKwr8qoA0WP7FrZjI6SibgdpsdAC1LDGdn2Hka8YBwEbY8Tt+Sln56cUUg1ZWbKm8VqUNAd7BpqmbZBC4vsBeVnSdEOuWBdqpBasLBuePiHOMzbOjmbRUMc77Lc/IbACAjvgyy++ZvXBJd79PRfHc0aRz8N2S3yc81gfWN+vSPIMoWEfx+SF5DRJsZ9dIGVPksZMRgPQtOtzEKAZAKqb9Q4p1ZCSWw2BgHk2vNIPh5h1DJV5xLKo6Luew3aLGLn0TUOsoK1yAsfECzweHzf0fYdrW5hhwCFJaerhdXZ2coThRPzssy+JpiFFXuE6IfH+QDEq6NoOadhoIZmNp+zbjrbvCaKIfZJiG4J2WvPJhy9QCDbrFWmSo5RBWRZkWUzb1JiW5OzilA7Jw+Me6XlkVcv1as8qKXk8pHTOiKzr6YSibiqEVCyPTui7lratEbpjvd1iK4EUg/Cq6Vr8wMUwTQzT47f/xu9x+uETvvzya/7gX/wbVusHpK04Op2zD0Lk8oysLvEsBxUdkWiFDEw+u3ngP/4//V8YOVMMoajDCYe64i/uVkwjl/WqIAoNHNelSWqs5VO6HppOMF3MEfMTbtLql6rzv9JNyvEERVPx+voOP/DYFwWflRvitCROC7q0JPADdKdpmhbd9uzWa/LL58y0SZEVrB+31N09VVPR0RIFAZeLo798/n//uy8HV3td8eTiCa4TkOcF2/WWvBwzHk2IPg148/YWaQwkbClhPAlQShO4CtMStE2PEBqtNUKY1HWDFD6WrYbcH8OgLBKm0xF939O2HZ7rcXt3R55XSGGwmC95XO+R0mR3OGC6FkaTE+8PPKwe6bKKg1GzqUPmJxMc18R0Teqq5P7+ASsIKbZrZsdHHD+9IC9SDEMyCkMOuwNSgOc49HVDGuf0ZU9XNUjAUMbQrZXA8QO80EXXNkKE7PuMxzdfIOhxAovJdAFGjyElvejRdMRpTFV1SNNkf8hIq5pGdxi2he04IKAXQ+xHLyRdWyMshewFhpRYrkPkeyynY+LDisf7a06Ol0ilEULj+R6m5bDf7zEahet7zOZzyqoizx9Zb3Y0bU+ZlwSuRziOCEYBRVnTtAOd3Yt8TNOmrCu2uz0gMcdnmKZFU9W8/uI16e2OfhNj2YqyrTgbeZimIstSXr9+gxsEKMtivztg9pJxNMcMDPZJwiFLAEnL4N9r+wbTNLBdi/HZgtFigq0MVNlQZzmGtthXj4i05+6rK4qHmMvxMfPJkqqrh8+01mRFRkeHE1gYpoEyDIRSA+FKDUZbNEjHwgs9jsQCq8jQCG4Xn3JSbZjWCVmWIPqeyHUxPYu2LinageagTDlIt+sdRlnSIRBZgWmZmIaBQUdySNH7DXNlYoQW7578DpdGiSxS3l1dcb8/0D5vKcqSm/sHlDzC8SfEacGb1Yp4vccyFCfHR1w+PcdUmqbO+fM//zMcU/HByxdUdUXT9ARhQFlWNF2LaRhMZxOqqkZ1kiPPo0ex2x8wlMHR8RFV63IrBG3TDX7FrsFbzlGeJs8SDFx6a6BgvHzxjDTJQYNSJp4b4F+MUIaN47rskpzdfkNeNWgteHh4ZDybYRgKx/WwLJenT01sx4K+oypSZrOIwHVJ9mumY5+6LNC653DYs14/8PGHHxCF/uDhbGqaRgPmQEHfxDR1y83DI/PFjMCwSIuaw9U7sqqm8Bvoag5xitCSvuuoygLdd5QCRr5LVbWkRYJtmziuw2Q642/9u79J21n8w//iH/DN9WukFISzCE1L09V45Zo31hNy2WA7Nsn8iKZqscYGqW0NYjEl6bueoycf04uOP2oC/Nhi353CdoAJCGEjhcF0tsBxA6qTY16/LXFt85eq87/STer6+h2dbomTil5aENp8+/YOp2yYLY6om3YwyGqNY7mgNWVZDxk+UtF1ms0+RhmSZ5cXuDaErsXJyZwodGmaAs81EAiWixMs26ata1b3jwPZQYDrury9eaAoCnzXZ+SH6HVD11QspzOU0WHZkvV6PQBoiwolDUZhiO4buq7HVCaWklimoqjawZWvPB7vH3m4vWcynWG7DodDQte12J7HPo4RUvD8yTkPyYHAD1ittrzuD9Tzj2mEIE0StrcbQJCWJSYwnyzBF5RdRZKnOEqR74ef67kufd1RJRltPnhgLMvGsEyEMURG+FGA53vUXUOXNMTxHhS4gYthSWbjEQNvp8F1XB4eH1j1gnAUsV0n9G7E19NfJ/Ubmrp9TztXKNlzyc/xbZM4TcjShO70Esuy6A8dumsxQ4ePPnhGnk8oihRET5ok2I5JY1vUbc8+ienaHmUMCrHH1SNREJHGGZZlYdsWhqHYbNZo3RAE0aBmqyoMyyIrCtab7fASS3Mia4IpPXxp05gBSf1IZ0gc12M5ntFL2Cd73l3d8erVW158/BLHdZlNpqySRwSaqiop6opeg22ZCKHpdUtVF/RCc3x2RjSPiLM9dZlzcnqEaSpMw+Lm5o6JHeBVktCfoM2erMrZ7nY4jju8aqXGCwMsx6IX0OmOrm/f3+MGgnqv9SC3fn/jGQcexSHhsNvzvL5m7kkWEizPpmkL8iQjSytsPQwbR8cLfM/n7v4WuY3xvAi3SFHtUEK0BlVWGHWBEJI66xD2CaLX2NYg3vjkOx/xcLJkdpgi2gahFPebPffemvF6S7rZIfqessh5ennE8cmM6XiOrQSuZdH1gr4HwzLotUYj6Loh2dm23lsRAu/9izmhbXtWqweUksyiKbk9ZtxGFEXBt9dvyZMDiJLLi1O6qqKrCxzbxjaH4aGoam5v7lDCxLAdsrxkt4+ZLuY0Rcluk+P4AU1dISRIJSnKgrqqcB0XJTSeZzOOHBZTnyjwOJo5RL7DmzevMaRkOp3iOBZCSk5Oz4Z1uBzWs5oezwuxTWvIiZtMGY3GjKYTnj7teP3uBikV+v2tre174jRFKUlZVrRNg+e4mK1mkyTDqrPVtHXH8mxClm35J//0X/H2+gbh2ByqnPT2QJ7lhGHErPozvLZkne7RncbJGpxWoqsWqRSzacRoHJElMaOH4C/DWverNSPdc3l+wtPFCXmyh1Zgl1t++Gu/ieOmCKHxA4f/6Jeo87/STcr3HWazgLoBOxzR1D1V3eNKRRSNWD2uBtmm1uR5TlWWYIAbODiZBYWk04pRGGJLwZPZlMuzGUfPjnBtk153oDVJklOUOavNGlM6mLZF+z659f7+YZDABh55VQ+sOMsgy1KKyqXYx5ydD4F2UilM06Ftepq2IS8KxnaI1j2O69B1mrJqaLseJYZsolE0wrZMlALHNbBtl7LumC2mbPd7qrpkOR3x+LhhfYgp5lPqrmO/OxDXGbnuQAosx+fo5JheQxrvyNMEqxfYSrEvMvwgRLQ9supxlY0Yu2glaWVPrUDT0TYZD3cblBoyfcq6YDIfc3yyJCkS9vEOYYzp+xYlAQGtHrJ/tDQwbIuNcGkMmw/yb8mamiopCPyAb8ffJdcG7W6L0BplmGgg3u84dmxOjs6p8z1tleEYCmxrIJzPp4PbX0pMaWBZNqvDlqt313iuh+u7OLaLsMBxLJSUiL6n18N9RhoDBkkaJuvtjnfX1yhpIpVFNBrTd5r8kOJ5Jrs05ni+YDJyMUyBF/j0SpAVJW2nyauBEr+YzXjQG3a2QV3W6LbHNEywNE3TQOBieA5+ZJKkCY1uqKsKWxrg2DimxSQckyU5x9Ml6SHFqCXx4UArJMl+h5QDRkgrheOYCFPR0tP2w2dLaz3QSiQIpbANg+69hHm/22FYisVsysiNGDcjdqt3SCkxbYuqbtD0lFWJFAJhGfRdhxAax7ZYLucURY3Umr5p8cOAtusRUmLYQ5pw+f7u5VoWtu55+vQJzmTEzjSYjkLKLMbzbCx7uFsYhsl0PMKSkpPjGR999JTQd1CiZzqK2G33fPn1N5weL1jMj+h6idbQ9byn8rfUVTUQ0KXAtg0MCyaTMd4I8nRY8Vr2EGvhBx6u52LbPlIYNE1NVbfUXU9WVTR1w3Z7oCga3rz5mixr+eDDjxEC8rTi/OSErGhwoxHrrcnz5094ZxpMJyP2t7forsIQHYKeyHeZRh4XZye0TYllm3zx5RfUVcV2v2cxmxIf9kghyPMCyzKxnJCuhSxNOTs+pm56srLDH4153G3oevA8nw6B5wfookUYBr0Q6H5YU1vvPYVJVtBrjesoTmYT8rwkjlOubm6xHInrW9zuD9zttpw9eYqyTT77xRcEfoA3CTh7coaJidaCwzbh7tU7yrrGdS1Ozs5I0wzNUGfrpqXqOuq6IskzxrMxYeSgOoOnzz5gMptwf7/ixctLivJ/AHlSli14/uyMJG24ut9StgXSMDDoSQ574sN+wA8ZBlqB7dhYtklsKSzPxDF9XBmQ7Xa8TrY4OmMxNmkKHyncAaVjWAS+z/YQU1QVwjZQStK1HY7nYJWDb2p3iDEcG4TAcz3i1TtC38IwBUmcMh6FWKZFEsc0TUeRZzjuMXlVELgBhjK4fndFWbWE0ZimGbwTtmOSFxmL8QLLtlitY9oeAt8lzVPC0GU2ndB80JGuD4SFYOUOpka0wDFslGkCimSbkCcZVZ5htBrPD4nTFMOyaJqWvh5go+FsRDQZ0XQdu+TAdrNit9uR5imGUriBz2Q6YbwYoSxB1ReEoUunK7IsJnBsosDHt33SLMMOHboedmXOqhPUzh5RrvEA35GMfMGjrfD8gDIZjrx1XVJXFWezCUeW4vxkQbwDxzSoqoK6btgf9gS+y2w+wTIGHtr5+RnHJyfotidLU6bTGX3XvC8AGXVd4bvuIA/uWhamQdfBzf0jSZbjBBFdMxTcIPTZaU2eplR9wWF94GgZMZ5O6GlxA5/Vbkfd9Fzf3XN8doxnO9D3nJyfDOSRmz2y1BTbPXGcgNDoUjKazeh7zcSfEUYRu9UG27LwTBvXcei7nq5pacqavmrBtai6HtM2GE0mGK5D0dTYrk3dVOimQPUGHbwnFRiYSiGlQgBt26AME1MZeLaDbxt0TUtn9zi+R/GgyasCXZbs4wOmaWBKiygMcCyTuq4QIsB1Heq0wPNcpFQ8rDZkaYxpewgNEuj7HksplJS0fUNX5EhDYEiBY5mMQ5dKVFiGxhQDUWIS+YznPqaSnJ/MOD9ZUmQJm80W37FpmgbP82l7QZaXmDYYwiCOD4RBgGEYKHMgkGz3B0xTsX54ZBQF1K1GHwqSJCEra4JFxOJ4SZke6LVJ1x6YjgJefvgxVVEQJymu6+J5HvPliOXyhP/qH/wj2s++Jsli0jTFtBTzxZzTsymzWUBWZfRmS99WuLbBfBrij8PB39S1+I5LVZXYlkHVtgSjMU1Z0pQVUhrc3t6znC+xTBtDmjRVg9aS9XpHGI25vDjhkNYUTU+aZqRJih8EXN3c0CwKbHhvpWhAawLPwzE9drstSVHSdB1Z1mMKwfFyTpyl7Pd7kiylrgo8x8K3HJ49vUQ5FmVdIIDl2QnhJKKtO5Q0WC6PuDg5ZnVzz3a94/rmhiQ+sHloOD1ZcrtZk+cZy/mMqtPcPTxiGoKTZ8+YX56QxzlPX5xjWQbFL+fl/dVuUrZtIHTLdBpR9QJ3ayF3HXme4Ls+UvdoNKNgRFFV7HYZo8mQwSSkGKTOtoPsGmQnuXj+hKcfv0TT8viwYblYslnvqdqavCgZj0cUeYkQAsPxMQyFFvDm6h3T6ZzRKEQqQYdGKsXjdss48Dg5WtA2HW1TEYQeSknqyiEchUwm4RBZ3ve4XoimQvdg2IKu73F8h7zOMQxFXKb4voUyIE5yJuMAIXr6rmQ59rh4eszDV1uavqPpO6qqpas1QjT0XY9uOmjbwetiKDZpPKzm6o4qi2m6Bn8cYJuwK1I2mw0P60eausa2LZZHSyzbxPE9ZosJLS0IDeq/97ZIkiylq2t8P+Tq7h4l4G6zIk5zyqqjDwO01GR1jhQCx/HJ65xOd2jdE4UhpiEosqFJnxwv6R8eubt7h6UUu80WPwqwLIO2rSmLHNc2cXwDIRq85Qy0YLfZsZjNMS2TPEtQUuC6NkVeIKSibXu6rme1Smm7jr6XWJZL3bYow6DrGnTfU3clJ6eXjEWH+PaK07Mlu92KcDyi7Xqqouarb15hWCaffvIJZZkyHoeYrsXiaEF8G7PPEg5JjFYCL/TAFGihse1B7FGVFX3doenQSmMaFvE2Jttl3L67ZTyaoBH4ns/msHsPRvUwTJNgFJDmkOwPGFpj2RbKshFiaBa67bHtYWiwTJvA9RgHEcnqnlePK7YfnPJN9prd1WuQitFkTDgd0RY1AklT1fQK0mTwAkohieMdrhtS1w1pEhOMB7Np33c0RUXV1nQa6rqm6TtsJbAsk6ooUAiW45DwdMpkOmG73fG5FBiio8gS7CggTTe8e9sgBDiOQ5KkVNVALNnvdji2S5bV2I5H30vSNGc0HmFZFl4YYZo2cZoM+CWpOOxj2rqlMTpu3t2TTDI8P2QyijAkJMme5dEpu12CVKC14P7hAc/x0XlKGI4H/mXg4o08zPUj55cnZOmBOH5ksTjBLEwCz8NQAm/s0ekKw5SEUcCz0TPKskQqgTAU725usVyH45NTijTjcIhBK+q6paozTMNEKpO60XS6R6CxHZMvvn5F3oDve5ycmkjboW5bPu81fddyOBxoqhrXdbFNE6F7JpMpq9UGhBrQSEJwiGM0HoZlMB6HPHn2jC9fXRHHGfF2y/mLp/zO7/wYyzI5JAnbZD+EwSqLf/uHf8wnzz9iMhnz+tUbmq5lOpuQ7nfskoxeaLQyKNuWL7/5hr7J+c53PuLDpy9xTQtn7mCYkl4P9pZf5t+vdpOyHDxvxGaT0lYD0ijyPbo6Bt3y69/9BM/zWK3XHB1/wOvXb8jKFksZCK1JDntq28ZSMB6NCcdTbu83GIZEKYdvXl/z2S8+J4xCnj9/QhLHaAQCPci2nZ4oGnFxfspue0CKKSDIqyHFdOwG5GXNH/3xT5CyZTIbc3Z+TBC4g/TVNMnzgt1+T1l2xElO12ksy6TTPZZl0HUtQeBTlAVdVyOxkFqA7hiHPoYtCTwLT8OnH1/S+Uu+fNeyWh1AaWo6HKlo03wAppoS7QzBiVJKlFRYlsH8ZIYX+ViWTZnn5O932OfHJwRRgOu6yPfNqGgK8rIkzg647nDnub+7p6gKfvDr32cURfzsJz/nzZtrvvvRh8POveto24JwMoIoYK4ngyQYNWRY9T2b1SMfHUVMRwF15pEZPo6pmI4CdN/hWi5CSrIspRdDDH0YBbi2RdvWtG3L/f0djuOyftziXTynamu0bnG8AHoGgKpW7A8Jj6uYfdxi2gaB76N1T1u1GGqAeNq2SbY+0EYttif49JMX9Lplf8goyobJ0Zzb+3uqqubli+eDOrMy6VpNn1fUeU3faB73W/xJgGGbHOI9gRfh+S6mOdAb6DSuaSPQeI7Hw8MD5TanPJTkWUOePxBGEZZtIoVC+Ta9AMO2MGyTsTVG654sK1DGIMoAjevYuI6HZ9m4pkXfabq6YXO/QmcZhm0jlaJuO0bTBY43rN1s16I3avJDhmVbSMOia0qavmUymXLenRCMBqECQJqX0Hf07XD74n0B6rqWqizI4zXRZEwnJVJAGHjIrqBIYyxL4JgWTmsyHY1wHQvHs2l1j+O4KMPg7v4BtGY2mzGfTQmCkHfXj8R5yfZxRZnndLpnebzgg48cqroiHEUs2pr9LoNeU9U12pQo32e13fNVecXIt6nznMl0xJffvuXx9oajoymffvKSNM0Zj6bc3t/Ra8nT55e8fnvF5eUZUo74+OPn3N7cDQnWfc14FGILi/k0YuJZ2LbBu8cd++2eVb+lSGNszyAtC65ubvmNH/2ALhIU1UCRPzk7J8tr0iQhDANsW1EUBfPZEtsdYL5B4PFwdUtStdw8rjAdn3A84mx6SpdsyO8NhKkRvSaOY+h6nj99wnIxI41jLENwejzH8x1effMKLWF5PCeN93iOxST0eXh3BbInqwsMw6TtOrSUZF1OkVYcHvdciXfI93+PIAqp2gHoK0yDtqlIkxRLCp4/e8rF6RN+8IMfkTg2SZFx6gUYesCuaf3L1flf6SYlheD29p5vv73F9Sf0ukV3LZHrDNLUwGIy8rh+u2MSPMH/6Dk3D1tuAw90S5lnRJ5LNBrj2WIgBGct2+2WqqyYTKc8ffpymICEHNRDhhpo0M0Ahe1khR96zI8WFG3D7rBHC0U0mQ4GyTzBtq0hQPH4GN/3sSxB/d670tQVWg8CjNX6gO4FPT2mlAgJ0BNFIVmRIzUoqSiKFNFD11bYtkuW57iuxfFixNerlrYo2b1dE55E2KFDmZdURU3gOCjDwjQVUokh1NB3mU7HGJZJ09Ro3UHfMp2MaaqaFy9eYJkmSRqz3e9J0oS8KcCUdF2HZdt89PGHfPjRh+wOO8bjEVma0kmB7Q13umg6YjkaUbx9xyHeU7sFpiUZh2MWswWbxw2uNpiEHulhz/E4ZDIZ8SBcZpOQj46fYymDd1e3FHmOYRtYnkWS5qRpwsnJEa5jE3gerq1o2h7ddSAHSKdlGfi+S1M3GKZJ04JKSh7XOzxfD6/CbvDhBKGH1u2wYj2acPFkwtttx/W7t8yPjvj8m1f89Cef8fzigkNbUTQlZ2dHnF8c49o2fVOhhEHXaXaPw8AznoaE8wjDtBCGHkzCXYeW4Fo2SBBaIwSEQUCZ5VSUtE2HYVpDfExZ0DF4fcIgxAs8yrYeXqPukMRrKBPHtpEITEPhmDaWMtBdTx5nVHlJOS8p6xpVd8yOFlxZNqZt4lk+ZVXjei6Woeh6c/gZro2UEo1B2VTc3t/QVN17i0XDs6cnfP3tW/a7lLYbwhktyyHJcqSUTMYjvImHkJIGSSIltqGQUpJnMU3foccds+mIj58uKLKUOI6J4xTLtCnqiiROEAiiIECZYkAPKYOsKPjm6pY0ybm9u+Pjjz8gbzpsy+DidIkQEt/3ODqykJsHsrJhatvYrsf6LqHvOrJDws3dFtcxGIcuy9kRfdsTBiGj6ZTbhxUPjyssVzKaBHihQ1HvcFyb+XzKw2OLIQSrxxWpezYwDiUDD7RskRMDIU0etnuS64yjswvK2uFP/vQr3kZX/OZv/jppWrHZ7QdqTl9z+ewJaZrj+TZK9dgWVFXJeBTy8Ycf8LOvX4FUlHVN8bhmJ3fMbIPAcci6DiUFhmHj2Q661xR5hqLjh9/9LqPAQFk2yXjC9rBDSYOiLDGF4NnZKbebFX1RoRB0XUsSx0wXCw7xnvXdFs/1B9+eIRlNIpIs5eTilCxwkQLs1qXvOiLHY+SG/PZv/VVePn/Jtmu4evOO4FihI4e2bhCIX6rO/0o3KRT0fcd+f8CwfLzIpVlX5MUB+h7LPGE69ZhPQrabe3w3xLNNRpZk/dHvQVUQa818McVzLd7RU8uWvbNHuILFfDkg8rMEpzQQAmzDJrB9mh7+ohzRtzW57TObLKiaBuVKxsWaYrtivd9jK4VuOkRRUjctu+0eP7CRQiP6ZqAVRDZSmSyXC+q6w3UthNT0XYNhWGgxvADqoqKqM5qyGpqNknRtSRSNaNuapqnQfUMUBhSmjVF2nF1O2amUbd+jlaDrGmxToIRBGLp4rktZlvRFgjIktmuxur9FSZvpdEaSHLh9d0+r2/dycXfI/pEdZacHEK7uyPOcuq1Yb1cYQvLBh8+xpI1lKJ48f0pdN3z79Su0HKbOE3OJQNLWFW1TY7nD4dyvFaLr6LuGk8sFvmvQFRUPhw2H3R6hYDwdkRTJXzbnN2/fMJtNOD5aogwD2zFwbBvTMGmahq7tMJSi7qqBXt/CbLZguYyxPZe2bynrCmj44OUH3D/c0PU1gh7LHsQYu0PMxYtnGLaPdmzuDmvmgUJKsGyT0PewTYvsoFG2oG86+rLBkAY9LW3fojuB7/to3eEYgxpNi2HwkO/VXKYyOVmecniM0UoyWy7Y7LYYctis6r5nMZ3hhAOEVLXQFg0jP8IIDJLkQN3UmFpS1AVlx2CAzQvifUzplfQdVHVJvd1QjmtQkrIYbhl93SEMC9/1MeB9yu0apRRVU9A2La7tsd6uCQKPUeTiOTZ9JNlsD8j3a0mE5MH3GUUjVJ3Q9Zqm7znECbFfc7Kc0hnJkGUlFa0yqHuB4QeIpkV3UAsTw1QYwcDpG52cUwuF7Uakfc7NPmdTCnY5HHqHuLP5+edveHpxxOnxEVJYVHXK4/qR1W5HbkWkSY55bBFEI+Is5fZhR7ZPmC/HnCxnTKdTqirj4eGepy9ecHJ2ysP9A6Yh6NsSQcuv/9r3SNMY01IcHx0RBiN2f/E5UgikVHQakkNG1XQIJdluEqTpcPfwjqKx+Prr14yigHIacIj/gM8//wJlGfz4r/6ID56f4wUhUogh5qIHgaatK5bzGbsk5+LinM+v7thkKZZtk9YVoqgYI5lGI4LAJz4cyJOYKs+IRiFZtsOUPVHg0mnJaDRCC4FpmLTtsLY3LIOJH5DrgYZuOx6i6ckPGQYGJ6dHHLYpVVbRdQ1FNST/1m2NtMyBCCMlR5MpY8fhd//m3+Cj732IFIL9zYqz+YyaDs2gcn376ttfqsz/Sjepz8oR6+Wv8fDRc65bza1/SXkOZpMThh5/Yhm8FjP2L4447A4sFyf0M1B5iZXVNFJR7lZ8qq74rR99j81mze3DPX2vadsGbl9zdXvLWGn+yo9+gG306L5nbIwo6o647/n3vXsqmSP6NUmeYiqDr958xXa9wzRNGtFRH3JCz2YU+JyeLDGlA6Kn05osLwiDiLKqWG83xIeE09NjgsCh6RrquiVOMxxrMGdWdc5hv2e6WOL7DtLQw32mr+hbzWgc0L/JmZ0OXzbdtYwjn7TMkIZJkhxAd0RhgKkGk2dZZEhT44Qem8cHDvuUSWhwerykbRv0ySm24yBNhe252J5N02bkbYYwoa5LJpMRjm/z5vW3uO/hl1JqTk6O2W7XxNs9R/Mp0cVH5PMFRnJNkiRo12c2n2J3NrPpFC+XGLpDAQYDiLRvW7brDQiYTiZYtoXZ29h68EfVdcZms8NAEo6CQdXUFdRNhWVaSEMOoZZoTEMhtORnP/scw/YYTUb87Oc/5/zsiCi00QpQAwn87uGezIdOB5S65/rugcfNnun5Ecl2BXIoSqZt87h6xFY29Br6nsP+QOiOqLqSwPbpm567+9sBQyQEumpxPQ+tNdAPGKNe8nB7R5am1LpjfnnEbhMjJARhyPFyQd/WJIcdV29iNPx/yfuPZ8uyLD8T+47W51z9tGuPCA+VmZVZhQKqAOtuEgSb3U0jJxzxr+OIM9Jo7AZBgmig0EB1VWVWVopQ7hEunn5X36PV3puDEwYzznKCQVo/Mx+72bV799p7rd/6PuIkAUOnbxqUkoheEAQ+vd1x2KeEXkDdl/Rth+sOLUY0EEqxXi2pLjo02+KwzIgcD9H1FGmJDAZ6vmVoGKbGeDLGNDS+++47lssHXjx/zun5Maal4/kuph2AblKW9Y8zlRYlFXVdYTQ1WVFQCcny0YJ/bY14bMU0fkMuMq7tc/697vJ17hInIcbMpA4a2rbFMHS6aY/j2HxVW7RZS3Ov2O6mbHqLcnaEmht0XcevJzPi+99x2ncUjUB2PV+9fstqvUUSDS9Dc5jLrNZbtusVfQfnTx6zGPtEkYOh65wen7Lb7mjbfmh59S1tU7OYTwh9F8+1mY4TVqsVpmkghCCJYmIvxt7aoDQ0w8I1PXTDIohi4jjhfrnl/n5F3ylOT84psjU3r9+TFoInx6fUbcf+kLLZrJmOhqj8frMjiiOiKGa12fOb335N1ilCz2Wbl/TdEApKDwf8ukYZoKsG19QRJjRNxWx0yjwyub6+wrUN8iqnLBvCwMdzHJTtYNs29w8rdB1Cw6TZVWz3SzopiEZjtrd3uI7LyWLCertHN0LKrEAzwDQN+qZis98yCRNOHh3zL/7r/w1nF8f0us7V+0t822OaJOzLBsfUSQ8lV5eXf9A5/0ddpH5bjHiy/YrF+gYhFaUd8am5ptldklghnz/5hO3mW5x4xEO1IxYa15cfSDSdL6IRmqXzb8wTfLOj2S7Z3Vwhy3IYzroeba/Qqz26Lun2t5w+OkEIyUnicMhrvF6hVTueHi/IiwqjFmAYvHz+jLtgia50trsBxIlsSbOKJG6pm5rpdExRZYOhdpdimBam5eAFPm/fveXVq5eURUEUjunqjq4TWKaLH8TkxS1HpxpK9hiageyHOLCBRhx4vHo5J+ITVvd3A7/NMvBciywvCH2PTz7+hK6p2WzW6KZB07eYlsZoniB7nRdPX6AjuH1/Q3koePz0CbrS+fD9FffbFYbnMD0e8eLTJ/RGT9u3pNmBIAz4/NWnbDcbmqKhC1rW6yUPt7dMR2P+/Bd/SvzkC/7h4LG72hLHMR9//JLXb75HapJkFmCmDapoiE2Lq0PKsi44jXsm0wTdsBCyo+uagbG421JVNWhDoCLNc37x089Qqse2TSzD4rDPMTQTRIsQAt+PuLpZ8vb6ni++/AxdV0RxjNIUQRTQiw7bdbB+VCOs1lu68TlWFPLhZknTdERHEZrqaIXA80KCIMLWdQLXoyzL/xQAWR/2mKZB7IZsy5TQcdGVRhCELGbHRJPRsIQtOizDoKtr2nqw35q+RaP1CNUgEJiWwcnJgsv376mKasD3VB1d3SGkpO86ZvMZo2iEYWis1xvyNEUFgskoIQo8BkTD0GLRTBPdMNANg7Ks8V2f0PHQ0ehkz+F+g64EF8cLkngGpo7rWIzHg4Nqd9hxdDoDDXRdG5Kf1pB81XX9x+ILQRCQFTuqqiKZLdDdkOfr/4nPBGTFASE6xtMJf2LcYWR7fOUQxwmO77CttjiWBzbYloXsJa3ouF/tOCoFb6/vuL9fU7WC+Sgh8b7kyp9zWVxjbVpu7u/5+vslbhDSB2MMJGWe07Utpm2xmB7TtA0vnp8imx3zSUychOiGTl6W/PZ3X9NLQVMXA25IU3RtPbjLLh5jmyZ11VF1JePxGEtalGWNZurohkHghUjT5r7RyNOU4OQp5e41/vmIs8++AFWz3u14uN/y9KOnTMYBVmBx0DxEY9BJl9qZUPc6WamRSpvZ888p7pZ4WkSsB9w+LNF0D10pqrrk/OKYs6MJQRBwf3tPGAU8f/6Urs65u/xAXdcUaY5UwyuqKgp6IQnjASJgGhqW62LpBX1dYTgOfdNyulhwe31LEgbEkU8PAzJKA9n2OJrJRz/5E/70H/0pJ2fHtGWDa2jcXt6y3aX84qcX3F4tedjuGX3+lLdv3g4MyD/g74+6SP1DHrPVNbTRFCUVyvZ45erMz59SVjkTdeDDD79l/OwZ065ihIU3ssjTnLNkzvXNHTohLYJf/+YrlBCEYQCaiUJnOg2ZLWKm45ij+ZimKhmNE4oyoygaurblYbMa9B+OhaHpuK4LmsC3bZarLUL0tE1L31VYlkFW5pi6ohUtm92a8WhEFMVU1eBt8oOAvEhxPQfPntILDak6yqplt91wOGQUVUVdVYSxg+Pa6LqOYzvUXY8mFLJtOR6FmMYpy4cH3r2/wg98ZN8hNY1sfxhAuGWL1BW9aAkTD8/xMJWJoYNoNNJ1xigJqbZ7RnHM6WiKazoUXQOVRrYpqJyW4+MJrunQtxLb1anSiuxw4NXLF2yXGVZjsdtu+PDDFU/HLzgcWjwl+cmXnzNKxvzbf//v2LpHNHZLW5e0WUnXKerJHDcI6Ko1sleUZcH17RWabaNZNpc3N4M2oqx5+uQRL198TBTH7Hf7IYJtObRth2VoaIgBAGtZTI+P2Bz+hn/9V39FGIUk0ZggcjFsk0OWsl6uODs7RdMNDN0mq0ryTrDabJGtRqhHBEFE2zVMpnM0YDKdEjgeQvRsNzumoxlKG8R/XdNA0xPYNl3Tk4sMPwhp1aAJabt28PgoDcuyQPbYpsK0bEaPz9itUlTX8+b7N4S+z1lwxNXtHfvtgZE9GlYr4pDAdTFQRGGIoYNsG3RNDd/BTuGaHlLJoVOgJMl8QWqa6FLnaLZAlAVVVVI2FePRiFES4QcOo3E46NM1xcWjc44XkvuHB15/94YgDBBCx9BA04fDuawqhBg+767tMHST6XiM7jqYlklelHy/fUA3FLNZwhNWvDZOMfwTAs/H1mwMqZOaE2QDSkmM3qCpWkzToA2O6RyFCj/h4mce6+1wqdxZIWkNN/oRH9KWTS3Jj8a4nk/gu5zdfYX0LDR9+J0KOfwukS2vPnqGrEq++forzh9f8LBa0y13nD16glAmhmYwmY4ZTyJOjua4rjNYEjAQwuButaO8K5gATVXRdB1OW2Pylt8ww5qcDsvk4TM8z+XDJMGyFP1cwGnJ3272XBjHxLqLlvfMvQVFW7A7HIiTmMSKuW/X2J7HdrbgQ3PP6IufM3/ZIKXiVN1TdBE//+nnPDqbk+52jEOP1fKefPvA6ckC/eyYtu0Yj0cURYNrD3tqddMgesFkMuFhtaLve3RNxzRM4iShbgV13RAHIV1d4fo+ytDxTZ2q7cmzjJPFMf/kT/+UZ2fnfP3rb/nzP/+SyDT526/e8PM/+RJd07m/3TA7nrB62PDNt6+JY/8POuf/qIuUcfkVp+IDJ7FO4HsEjUlX1fjTZyTJnL7rOTo9pq4KPNdmt7pHSAUGtH033Bxcm90+ZxHESCEIwoi27UH1jGIP01I8eXJMW1UY1oCHcWyHslFU+4bDPiU9pPhegGkM3qH9wwrD1MnSA03bMZmMSBYTxuOIIHKpqpzLq0tG4xG77Z5RMkH2g+sozTLOHl3QdR1d0wImpmmxXu959+GG8WjM/OiYIEmo6hqFwPc96qZBQ6MoSizDw5Y9z06PSdM9ljKIwoT5ZIpt2YheURwKTGVQdQ1R7LE4mQ97RUmMjk7V1ByfzTFtDdcamGZCU4TSI7ITHjY7fvs3X2HOLJIoYnNY03WCdLvD1HVm4wmnR+d895v/yOvv3vLs6WOePHtG27f0vcXLZy85mi7QdI3z4wv+YSl5/+6GUwuWdyvMtqcffc6/+Q+/5rfFFbY9YHpGkxjNFFw8P+FpkLB8WDE1TJQm+P7DDavtmjAMGU8n7NcHNN1GCGjE0DJqJZiuRziJ+He/fI+pdD56foE/iZi3gjovKGpB2elY/gjZSxzPo2wabldLtE7DXwT4oUsjWparDbMkRjcGft5oMkEyLFRq1qCmT3qFY9ukeYouoa876qykbissfU5ZFSipsHQNx7EQVU/iBoMzSCq2fYdrWVR1xa5pGQUJTy8eEwYhURzRdR1N24ACyxpmp6ZlDSEdy8ZzHQxDAykxDBMNkEoNfEBDQ5OQJDFF3xAFI0xrzuGQsd2ssfWepj6gDI04jgh8h8aUTNWMh/slQg6t0YeHHQqd7T5DNx2EUrRtS1VVhK5DVQ0kBsVAlzekhaCjLCq+VHf8k7BgvbrHqM3BqtvU5GVDFI9RokdHo5IVgeHj+B5V3dIIgRAa+qlLUR745gBO6/Bp8T1NW3Moau4eNvihRxh61E1N5QxL4mXbIfqaRsLf/+Y167sVP//sJfPjCYey5+VnP+Wv/uPfcXhzRRA4zKcjAmWRNhK5OeDZDqZhkuUFD3drbC+iVwP6SLeAemB/vlj9CsNy8H2fdtdxc7ckikIeGyc8e3lBnuf86ne/Zrav+F89/WeoumS5vKP/oUMvSur7DRdPn/LTP/kJq26LZye8z+4w3v+e5+6nCKXz9Xff8+LjF6jRK8IwoMhydvs9u/Ua0TdYZohj6czGI/K6ou811usrutUaP/ARKFzLwfUDoqhluz8glMA0TUzdQPYNoefjJAl1VeIHIZvNDse20U2Tz/7kU/53//yf4xgmf/U//GtmkzGTccjbtx9wk4BoMaaoGwxL5+zRgrc/vGO93SL+wHjfH3WRSnd70uaBZ+GcaWAwGvlcvr/n6uoDz54ODpuT0wVdq3DdkM1qcCLphkWZZ5iODZpOUdW8W67Zbfc8fnKBQY9r6FxfveP4bIxjPWIyPWK1XJLnKcZohGGZSCXppaIqK0zTIc8L3l7dsNlltL2iF5Ig8NENSS8bDDPm6OSIphsNls8gYLvb0zYtju2Q1zm2a9M2DW8fHjA1A9tyuLh4jKY7vLtcMV0skEIihSKIIn74/rsfXw0286MFuu5g2SaT2McNHX7+s5+gpMJ0HFzbptxn0Ati30M3FEZvMp2HTOYjykOBG7hk+xzLMcCAXZZiOgaN0WN7NqNoxPJhB1LiKZfYjdnebCnznMVsQd4dMMyB2H359hbZKcbJiDAMWS03rJcV/vlPMYTOw4dbPCcgfcioiojlakcjCjbLFfk2pT78FemLv+CH0UdoSjIKHHzfBU3jH2qdOInoL3pGSULbVPx9ljLRY1zlYKXDtj2KodDYNoY00DuTXuo8fPq/Zys+QReS8PEJZRLxdWpjaDq5lhHuBtX5Xus4ztc0dY/STBzP4ptvXnNyMWc8GpEXQ0K0qEss3cDCwvUC2qJGM0AqiYHG0eyIJArphGC732MIwX5XkGUp46MFZVkQ+T6h42AoDce2URLu1xuKLMMdT0jiGCFguV6zT1Nsz6WqCjRdQzd1XHdI5tVVhVSSOEnQlEJHoWsaAv7/uH4YOvqPu1BlkaNkTxKO6foe1zFQQlDVDUkScvromKYtSdMCy/JxbIPJJMGyTHwvou16uh7swKcT0DQtYRhyfHSEpxqWqyWdbmAYOr7v8fj4Mbc3VxzSHX2v6HuNouiQXUVZ9RR1w8PDhovzFkuTQ4y864m8mpdPn5IEAbptsD3k7NOG26sbCj1B2S55XdOLjqatUUpQVSWH9IDj2MyOFti2ydXz/wLLHJb127Lml1nGrT7FOliEoxgv8vjq0YjtLiV0fHzhEO59YunjNSYo8H2foizQvXParifP9mwf7vE9nSh0mYxHbHcMMxzVg9IZxdHAWux70kOGa7uMwhHX7+75m7/9FRdnC7abPUWaMRmPcdyAphG0dcfD/T1K22A4LoYOqqu5v1mS7XZ8/+YHPnp6znazp64HVmLgOpwdz/HcAMf16fqM+fyI5Wo3MAj3e7q+o9c0xO5AEIRUdT3MoaUgikMMw0CTkjLN8GcTjhcL2qole8g5evyCv/zn/5gnLx/x/Vffsd9uSUYB/+jPf4bWduxu17x89YK6kazXOePFFEyDKJkQxlOq5n8Be1JJPOLMucC0JWmaoWTL0yfPMB2Npq1JohFV1aEZkjgIKNKcphpUzPd3d9SdoArPQdNJ8xLTdknzAl12NKbi40/OefrsBD8MMAwNJcVww8sKKqGjoRGGIYdDxiGrSEYTiusHqrojzSuiOB7agHqH7ztouuL27gYpe8IgQErJZDSi73q6viIexQgpQNPoekHdNLiOYH844DgxH33yCcloxM3lBzaHlIdNTY9Ots85OTkGNISAqiw4OppQ9Q1THE5Pz9hs11RphiYVrmX9uAPR0BsGeZFSXeZMvAm9JkjTDMd28EMPz/PxIpfzpxeYlk5VtkwtneVmO7R08h536tPIlmyToXUmRVZyd3WHYcJPf/oltmVx/uScKIl5aB3++qrmb/7N/4yrWbh2xK+//Zb0IiZOK7J0hWM5mH6CfveOZ5Q4oUMcmPzFi0+wbIO3P7ylFYKRTEiSkEfjM+5ub7Ejk+cXjxCi45CmoEvGcUKRl0RBCBoUTYswDdyPZth//w1FvuPT7hnTJmERTBBNQ9bsmQQRkR9jjjx+9duv+de//g266eDMRjx9/AQ/cDk7OcW3HLROYBmDjv6b968JHI9Hp2eYtoUwO9LDnrqqiJKQ0POpy5L94UBjCKQCr6uxPHv4jgmFiUbk+IheYiqwXJdWCpA6lmnhRT5ZmuKGHrqu04mOTgo0AwzNo+062rqh6/vBGGzbiL5HDlEUdMvA81z6rsMwTXrR0TYt0yjG0MEPI5TskdLGtk00bYCI9kIhpWR/2BH6IYsnj6ibCj+MaYVke0iJzYCuk+z3PVIJWtEg6wKlKdCHtYfJZIxrZsznU1xH5/vvP/Du/XssQ+fk5IgoGfH+999ye7+hLBqOZzHPnz5F/oj7+vqb73j06BFe4KFrJre3l7x9d4X/co4Qkl5IhNLQTRMMqJuGKA5xHJu+Lnn09l/h2haTacj58RGVKHhYPXDenPLX/+6X9IFL5ZrwYUnYaUwmY9A6NBOMwOGLn7xEYJD1kosgYL5YsM8OpO2BjQPWKELZFvu+Z3pxxqNXr9gfMtablP3mgDOa446PuT/UtM0GwilauOBqW2EkgrIzCcdnPPr0Yw4P91iy5/JhQ65sDNPFd2OevfqCs0dn7MqW9n7PXVpx3Ov4VkTWgD4+w44Cvru741hZdF5NkVeEncmhlohgjGihc20CU9EUFWVZkRflcKZ1OZY+rDHomk5TFjRFQWQ7jNyIn778gv/Df/vfoUWKf/n//B/YPax4+vgxLx4/4nQ+49e//gqEZBInvH59zcOu5iefnrDeldw87Lm7X2Paf1j5+aMuUiCpypxlVWIagrb2mEwiwijBti2i0Ed0BYZUiK7leDYbhq+t4PTslKpsOQoXhOKa67xgvjjCclyWdxuOJz6z2RjTNLi/v6EXkulsjuk41FVDVVbYrsPp7IyurDgccr59847NLqOse9BtdMvGtHSaKsOyI5JRzH6/GZT1QYTrOhR5Tl11HA4HLkyDOIkpyxLXsghHY6Iw4nDI2e1LHDdh9bBks90TBz6TybBAeP7oMRqKuhPs9zk6AaLv8BwbpVl4ek8uGjAF82mMpdnYlsPoLOHdm3e0laKreowTG6l0NM1kMp1Q1TlKV5w/fkRVFSxvlowmU569eo5umnz7m9dkhwzjdk1eF0Sui+M5GJ6GbTlM5yOOT+eUZcH3b9/w+edf4Doxm/U9h3cPUEvWWc62KshnJU3fEHoOVdNSNhVVmtK2DY5ncPTTl5RNgdUN+1epPuVWNyjNmOxg0lmnjEcx35YGdavTNQlpmnJmhZj2iIPh0vU9lWrpMUgfGrSzFxyPfTZtz67SuF3DYnZKm4zpHRsdiZNlnB6fMJ8fo1kGySzAG/vYjsXV3TvO5kc8O3tMkzbkVYPl+IwnM6SA3W5Hl3UYuk7X1hSpojQLLMNgdjzFNRVO7NPIHsvQMTCRdYdj2tRlTdU0YBqYnkWPHAzHosMLfcJRhGd7A/9MdRQ/zpNk0KOEwrJtOtkjgR6JDvS9QEiJpumM4phd2/5ISjc47DOmgUtVN5iG82PAQifPaizDIB6PWG12SASO46AZg0ZF7w3qssJ1TB6dn3Fz+0BOzWw+xZAGaXZAr3JMx6ZH0omOfXpg5FaMpmO6tgap6LoaLJOianh79c2wwxaG9J3g5PiU4/mCPE/xHY9dmnF1s2Q2n1O2gqubFXnZcPPDO+rjZxyyFN3Q6PqesqyIwgBD00EqhCZwDMWnLx9xfjpjOk7wHZ/9es9XX70GXXJ1fY3ju+iYmIZOlqYYpoboanbLjuXtPfziv2VtJjwKRmgPEs+fEJy7hJ/47BnAx1JIgiDEdT0OMkP4Gs2xZLc/8KH8EY8UhkgpyT97jpKSD0nAZJywEz1/ZVhYs1N+nv6af2V+jLswaKoKxw4QpmAXHmH801c4sx84pBW/tixG2gRiCE58rrKMdXPE153BvJzQtGNCEXNo9zi+hxGbdE7EbPuaT50lbdvg+z66YdJ0HXlRsXy4p607fM8bdifrFtd1+D/+n/63VEXD//hv/iN9L9Esh2A8xkoiVk3JcrXlz/70p6zXO/7q3/1P/Ff/4r8kzUuwbS4eH7M4OeH4aPYHnfJ/1EVqOkmYqZjHsxOaJmM+HTGfjfEjD8s2MSwdyzIwzeELWrcVTVMQjWYkhsd2nZJnOUVRoJTO9fUNi8UUy7L55JOPMW2Lsqroug7H9XA8h81mix8GTP0YY2vS95JWKJRukuYNQhrUfU/X1axXG07mEU+fHLNYzCmKnL5r2W23jEcJk+kIpXriJCaKwqF/H/l4njsU2SBCKTBti6JuePftV4MkUEiSOGY8mdB1FZ7n0HYd77+/4XIrUcdHKKmj6yab3Y4k8dHeNVS9YGumTGdznMCgqTomiyPubu6wTYeuVuz3K4LAZbV+YDqZgNLIqgzRNYi+5/zRBY3oGB+PGd0nXN3csl2tMVyLxYvn+H7A4niG7ZgUZc7t3S15VWDaFhLFcrni9bffkxQC2YFme7iOgT4d8fjoArG/o8gHjYFrTTBsG9Hn1G3F19++5vRoQevO+a39MeftFbYWIpVD0eWYyiftJI7jsy92dFZMZSUopchaqGqF649YHVLeXN5xtdnzOImZj48weo28LNEajSSes0fjuy7kn4nfUbeCIA4ZnUQ87JfM/Ame77FZ35PXFZbrYGLQMNzgbdumLlr6TmHrJsJRmNLk+OiItMiG8z80KfWWfZ1iuQ6u49AVLU1RokyJrjSqtqNXCst1aNsWqUtk11HXFdPpjErW1KqnE/0wE9V0DHT2+Z44GROEEX3doittYOq1HQhJr3p82yHv22GBN4notit6oVg9PDCbCCQKXdNxHJ/dLqOo3yJkQzTy6fuO0I8G55Ln8u7dJQqdONYRokNHUrU1TmgPiCnZ0wudaDLBcQbrsWEM3rbtZscoSZjP5sznU+qu4pCXPHv6DNM0KHZrZuMIXe+xLYM8qzBMl6ubO/76l8MawXq7x/IihNJQSqdqWgwTPM8nigJGo4TtZosUirPzI0bRiI+enVGXKXd3H3jx7DnByOXJiwukYfHh7p7lw5Y878iKmmFFwMa0HEylaDvBJlWc7P6aT/sY11a8eHHGfDTGNjWk7Ki8Eh2DOJpwc3NPVXegW6RVx+XtHUpp3N4vMXQDTTd5Op2hqZ7q3Z7PP/2Is+M561bw19Zznr14zKKd8M+KX/Ph8jXHp2eEUQS7H0gmI57bt7AYXjyGkRJGIZeXl/zuH/6B4zBGty3O9VNWyzskggvbwtQNwihiFZyxcxLqXYmUkjCM2acHZN+jq6Hrcjyfs1vv8CyTOBrz3/yv/wWtkPx//ur/y126ZlPsOJ4fYdo+8+eP+eH9NYHrYesW/7f/6/+DQ5oTGDq//ep7Xv30M75/c4nreDx+cvYHnfN/1EXKtXUs0RNGNrPpDNvUyYsMw1L0wkBKgdT7YZ4gNRzX5uRsgWmHvHl9yfXtGuvoHNF1nJ4c0UuBa5tUWcp3r99ge09YHI0wHQsv9Ngf9tRNzdnFOQIbK7dYrrbQS/Kio6xqGqEo65qyKCnTlNgf+v9FWXD/cEffVrR1TZqnhFHAbDEddB2mRb/dYzsulqEPO1FNQ9cJFsdHjMaKwz7l9CRhu9vTdTWHLCWOffq+xbRN7pYbfrjMiWef07WSWqRsNht6ZXAxO+Y3X71GtRLTSFk+rHF0h0UyRlvMqbtmGGibE5Atedpwc3vN0fmCpkpZHC2wHIfXX3+HkJKT42P+/C//lNPjE/qiI81Sjhdzrm6uf1xq1ImihMALcFyPqipY3y65v0lpohOuv/jvkELiRj7Khng2JciWbHYCJSWz2RjDMFkvt8ReiG+7NE1N4Pi0mkZU3fOy+pZnR08ZeTElBUa1xzFNpsmEW3WD7Wk8Ck3atkMpqFWPprvkoaRMv8PuUj6zLJ5GBs2+4mZ7wyfTZ0R2wa5suFMveHhYsnj0hCgOkYZgk254bFwwmY9Jsz33+xWrdIveawhdYpgmN1c3eLqF67romqRvOoIoRGpgOw6NaCnbkm17AGt4Qe0OOxLNwbcdNKlhomNoOk1Towx98I2VFYamYTkOh+yA0BRoGkL2hK6HpelovUYcxYOeo1MoITAcG01JNCXQlKRrOipNMQsj3krJYbtjbBnkVU0ndNbb/aBosSwaOh6WD4zHEaNxxHQ8IU5CpFQEvstud8DUDS6vbgBz0LuEDiotcSyTURQwGvs8bFZI2WHqGqM4xFMCXUoi3+XR+dmwf+S7jKwQXWlINbAWOYoYRR6uY4EAqXIUGvu8YnOosB0DLJ80L5HTCbqmI3uF59mUAtz5CZWCvUwBDS3tkV7Ah21O4Lk4ScKyVmR5hZXMaPySydMRy+p7smKFOY6GtQLbRVcKrWto+pqyaqiaijdv7jmZx/z0p885PhlTHPYIoSEtDcuwKdIDbV0SBwnJeMbbq3ssY1DyIMFxfZTUKPKKySjAHSWsV3d8/Pyc8Cjhl/caZZWCJogChz/5k8/Js5K7uxs52Dr1AAEAAElEQVSm0xH7zYpRZOOFEWE0Agxc1yXyDTZ312w3ezThcPn+EtvSeHR+wnQy4pe//CWT2YSub8jqlCgKuHx3hRCKqizRFIT+oCMKXJ3wbMr5yRFVWvPmu6/55ZvXbIscLA3HdTEcm7rvCaTG/psr/uTnX3J7u+F+tWW0mKMpk2+++p5Xn3/Cfr1nef+AqX38B53zf9RF6uR0zufxR1Sba0qhMGN/oP+6NhK4u7lDM02SZIyumfieB5HO4dCQTEb02PxN1aLrGkfHc7q+Y7de41rWACatK2zvGMs06LuOummpu5ZDmpIWLX2fUDcd+T5DKYOm7zEcD9NucDQf17NpEHz3w1sWhwjfc5iOp+R5+iO6RqdpCkSvCMOIrmkwlKJrWnRTQ9M0JuMRCjBNk2ePLxBCEkUe2SFDU5Iiz/B8m8XsiOOzU/7mzdcEQlFVDUFio9DI0grX8RiFPr3Q6Pc9tmNhaTptVaMzzArKNB1ux5bFR8+eUTQlfmwxP4qo6oIiq+hLATqkmwNH8zleZJGJhpEbszys0Qx4uLnF9VxeffYK2XSsb+747qvvcC0X0Sqe5BVV1VG1DaZrMD4fM9XGpJsdTVoiqx5la3Rmj+o7TMclDmLio2N0TUMJwcnpMV8GCikEKDA1i77vMF2b7TZFKo3xeErXDeBN23bplUZRZWwPJX0j8F2XhZ8MsXqR4zrWj/8cYsNB7hWb1ZZd2YGu8GKLV59+zMnZEUIJposZugZFWxG7MYnrk3Y5h6an1CRN1xA5PrP5nLasUHKAynbtQCQfOfGwAqAEtmnhaBZ6D7pSmIaFbGt0dFzDxLQd6AWmaeH6Pm3fYbkOhzRFogiiEKOTVHWJgYZUiqZuaKqGKPBR4sfQhKZhMZhvRxoYEbjoIBp62RPGEX0nUdpQKIqyJCtLXn3+CWenM+KRR5JEXF9f8f7DFt+LWSwWrLZ7Lm9u0DBwXX/QffiSSRJykQxKnUwo/tYy8aRFZPoEnsf58RGOM6gylBA0ZcMsSfA9F3SoS4WSg6yybgWu5+KZHhePzrlepRRVh66Z1H2HZhlUTUUcR7ihx+vFXxBZiroqOHgpUsBeh6Vj837nkLQep8ExkRWx7Nc0ZY+Y/ISyadk/X3AIHrAsGymhForKn5D8/X+P3u7wfIdXJy84s3JcBzzfIc32rFerH4MqBlbgoengBz5RHLJaPdDUNZ4fUDUHgiDCMgdP3OWHG6LA5i//yZeEPvR9TeBOGY0jjoIFzsFBFwazyYi2uafMc8IoYDE+oiwrDF1S5AdsL8ToFPNZzJ/+4gu+f/0OJ0hYrrZo9INZWNf42U++RHcsUmNEUZuodk2aplzf3BIlIePxhMD3BvxRHKFrA3nn+vaO7z9cU5s66Aa+71O1Nau7B/7pP/1L8sslseFzef3Af/iPf4efxHz5iy9YPWwo8wrXcuiqFtH2uJb9B53zf9RFCnr26Y7qsMcxDZRoicMQ1/NZLtdIFJM4wfd8dmmGblmMxhPu7zdUdUlZN2R5ySHLeTSe4bkm22WHH3hI1aEbw/Z4JzqKqsKxXfq+p24aul5xOKRUVctqvcWPxkhN/09pK6l6hGxxDBOlM9zGpMA2dF69+oT5bEwvWjbbNbbtIZXicDjQNj2aMVAkgjCmFz1vvvsB2Wt4tsPpyTFa09B5DqZlgCaG/ntbM5nFTBZTOiVQSqNpOhzbpan2rIsDZZ6TjGdDckyHvusxfA9D07GkiWu47Pc7Asfn/GQOOkhTUDYZXVFjVILZeMpyu+aQpnz/5i0f3n/A81y++PxL0jTDkEMMuqkqHi5vWd7e02QF6d0aazynLmtsKfENEz0ZEc0ids0Bt9PI855qdcA3HKbxmOPzU7JFTddWeLbDKI4RXcU0GdH6Ho5logydtmnI0wzRC5qqZrdLsW2LOAzRcEAZoOmgwLYc2m7A8RwdLzifnVIJAZYBpkFVNUwmI3QNXNfj/PyM//v/+3/k6MURsbngyckJdTm0gJ8+foIhNaqqYRxZ9LWkzmpE1WL5HlqvwFSgSaSmqJqGvmipRI1wDUwLcAzapmM2mWJXEkWLadmYloXRWjiGhYYBgOM7uIEPaEhapCbwHAvLNlC6hmboKCRKAPqAUOraFimGqK/xIzPPMSw6XSfNc5pRi0BiKoXshgtIL0HXFF0nsVybs/MzetHx+s1rHj85wXMtqrKkLiqU0FGhjpBg2y5BFFPkgxxwr+9pugPhUYQQLcJQ6BoYClzdoNjvyBBEocdoNKLpBNk+xTItNKUYjSKS6RwheuqywdAMdF1Q1yXjScz5kxPeXd2zWu+RSuJqA0gWBqTZYhTyk92vePfuOy4/3LA4OqVpGmxH49UnzxgZJuf1kpPxMWt7xzc/vCHNWgwnYLlcMt+ntHWP6KDvJXdP/5xkOmK7fDvMK20Tz7X46c9eEYYGCgGajm07NFVNL8D1PfaHDDRomobRKEEZDoZpk6UfaOqapmpoW8W+y1k+rHj8ixfUTYXV1Nimhe/6NA8dd+slbV4RBDHJaIZuWCipYdseVV2x3aU4fkkc+PiLKeenc0ZRiOkMqpwiy1nMJ7x985rANXl7fcmtXuCcvsRSOkfHM5Jxghf4A+6oqplORkRhhO3YHA454Sjh6m7Jeptj6iZTNWc2nlBsU44Wc958fc2jj17wr/5f/5Kvvv2Gp8+e8+LTZ/z6r3+LoWvYus5mvaXreqqy+oNO+T/qIlUWOffZHb5qmE8XjJIIy7apqgrXdUjiQaew3+3ppE5TdVwdbrFsD8dW3C+vaO0ZrZTYjs10HNG1JVmW8eFqSdlkuC5cPD3HsmyKssL1PAzD5nDYDAGKokbqBllR8uHmFsfzmI1jnpwfIUWLF1joCCwkZyfHJKGHEB15fsD1PTTNpK4b6lJi2R5S9limwXQ8wfV9lquM68tr5rMjxkmCED2H/R7PD2maGsOCvlfsdwf6viOIAx7KmrRLic0Q3w1ZPqxx/RDLtAZlQ+CSZgNgsyoKDK3n1auXnD86482b1+i6galLbNchHk/p1YQf3r7nN1/9Hf70iPvdmqqrcT2HxWLG6ckJN1c3dE2NpYFoe7qupysb9F4ReiFPLp5gYGJGIw6HPX0vmC9mOLGPXul0WYNeS54dn5K4ERcXJ4yPZlze3tArF9n3bB6WnJ7MEZpB3/a0smY2m1EUOUoOVtSqrKjblqbr2B+KwWHkB1iWjWp74nhK3em8etbw08+/ZLXfYHg2Tdvg+i5Sh0Oa0ls+bdsgpSAeRxydzzieH1E2AwNvNp6QuDFrlkPqMau5+voSLa0xFdAIjH5AJGHrKAYwat91SHTyTUYjG7xRgB969GWN3jDsUWkCW7PRpEJ1AsseWilV1+An8SCxxEE3dISQINQAGy0bRNehKx3Zg/5jYZZCYlk/WiiVhqWbWIZJg0TTNPhRhlg1gq5vMSwbA3Bdk/E8oawLloctpiYxbZeiqtisd+R5xWLh4mEwGo24vVuz2x7I0gIph8uTbbhITaNte8qmQ3iSumywPAMr9DF1jbLKWC3viKMp9w8ryqpiOh6+A88en1HmOUVR4ro+cewTSI2yFcwXMffbNX7ucDQfUUYub5cp3z68p3cMluKMNN1wNJ+BUlRFjWlo7DcHvvnqDdPEHxh3RcXRYobqG1RfY/sugecS+h6HXc52k6IpDccyiKOA8OwYcXZK7G3R2iHub1oupmnz6PET7pYbPmQVvhSM4oA6mHHXGhTOiDTvuN9WHA4lq1pjMpnRdTaHTcs4mdIEY9bSYeYl7DWfAostISU2jB6zahp+890tRSWYGjahv0BpOg+3N+yFjVFKKkejTxuO5lN0DCxZ45sWhjTo24LJLCEOY9IsZSM8hGUxj4aUcVk1A1Agz9kfdjx79hhNY5BC1jU311dolsvRYk52yIlcj9D1WHy0IIwT5s91bncb7u5viccxf/ZPfgG6zj/87re0raBra9LdDtPQ0XXjDzrn/6iLlJSKMq84OU4IgwChJLv9Dtd2EFIhXIVlO6RZzmhyjI7N8u4KdJPx5AjdHpYOwyTm+voOy5SMEh/PMdENneu7D2RlgxIalu7w7vaKMIyRcotUGrbt0PWCtq7plQ5KYiBJQp+j+QjPs2j7Eik6XNPG9QaNQFF1pLnk0eMnmI5FX/VsNjsC1ycMI2xbwzTNH2nMAT/7yU+YjCZIpciyDMdx6LoW0QtEL3AcEwOD5cMtXuTRtC3L/QplaERJgqabpIcMx3E5HPY8nT0BpUiSBKk6qmxH21QU2ZbZJEbXhgPf80xcS0dg8+jsnO8n7wimU6xwgNKeP7lAdi2H1Y6u7ZiNJsi2ZxTG9EKQhBFREJPtDvhBhNYDSnK7uqdtGsTqHq8O6A3FeDbFiHroFCAYJTG6psjSA4vFHFPX2KyXbFZbvEfTgWUoNIosx3VcwqMxbdNwfXvLZDIDCbZl0wt9AL1aHr7v4DouR0fHzCdHfP/ta9K+5vzZIzB0mqbH9j1My+J+s0EaE9LywMeff4w39gmDENULNDfA6DV++OpbpFBUveL7129pNhWnyYimbZDd4FZCMYBGdVD6QECv0pL95oCmS9q+Y+a66Cb4rksvO3opyYtimJEGHsnRgl1+oCoVWVkRRjE9HaLpcD132HMqG/S2xTEtVCdpm4Y4iamterD0ajp93yOlRDMGskXb1QghcGwHU0japkNoGpahg6FhWkPooZUCy3WwDYO8qKnLkjga0fca2+2Oqu4J4xFR1PDu5o6mGrhwvZRolsX9ckNWFMSzYU3iu2++Y9Pec3Y64yc/+ZIgCsmynLatefLonLppSBKfJPaRQmKaJp7rYrs2ytAxNQPNMDhfjHCtT3jvX3N+dsIumPOuW6NtdYq+RWkapmNT5TtC32Y6CghDnzevrynymtxw2Zg1lrHi9HjOL37+GW0rqdqe199dst7tkKJgMvZZbg5omja08gyNXZrybnXN53OHsuzRSEkiD8ty+XfpjGvrgoVt0mctfR8COsrUeWj35HqEfewhZoIHTcN8ZHD6ec/pyQJ7EvGmr3krNcw25vsu5t/uFJfS5b+/0ykyKOsRmjYlLgN+9aYhiWMs5zmFqjFtA60XzI0xVmqxVif8n53vWD3cYpkGYTAl8GdIpXBNndjxqB0H33NwfYNOaFx+eDcYdquGX//9P/Dk+TNsyyJJEjzH5XK5wXdDNE1Ddh3ZZsfLn32BYepohuT26gPzoynnj8959cUnfLi9YrPfEgQBdduyXD+wODqia5s/6Jz/oy5Spu6ihEVTCWazOZom6ZVkv09ZrtacnZzh+TFFXuG6Ldcfrlhv9myznO7Ll7we/YyDeczrMsSoMpqzF7iOQZGX7EYF994db5cNSTP0Xnf7p5zHZ5i9Sdn2XNpnlMnPaN0OQ9d4Hv0e6hTRVKi+xdBMZNvguYMrqCxzfNchjGLu7q8JDwfQNLwgoe22yDZjMZugpCRLS1zbYTSd41oOh90B3RhoAqLrcN2ASgiCKMa2dPwgJPR9Qs3GNn2yJuBvqxNs5fAw/8WPnioHKQUPzgQjHG73XdvSeTVx6zFOw+FV0DR4nodoesb+0IZZpwdeT37BZH5EEIc0bcsbw0TKntar0HWTB9sedpL8gLbrkI3EdA3ErCP++t8S0BGGAe4kRm9aqrqha0pGszGKwWET2C66pXOzvsUPAh4/OSMKY9bLFbbjDjgacxAF9lKwLw/4fkcQDTOX2XSK60ekuwNK9DiOi1AKy/WwTAulhhmF6BW1bNmme9b/sGd6NEWi0UrBclchDTBdi6cvn/NuveXqzQcmgcfIDUkrycXROXmWoxk2xb5kI3b0dY4WQVs22H6IkqAziDFt1yFwfZRU5FVPlpaEsYet27RVj9ZVRIGNa9kcioy8LJG6SVYXVBsNaUIlBVon6cuUoihpq5r5Yo5CgaawPQ+tlXR1i9IUpjWEN1ACJQdGnxqD5QdQSWQvsGyPZLLAKjZsNhs2ac5oNiUIXXrTJowSSqlo+o62k7y7feB4NmYUxcSaze6Qsy8bOqPh0AoOdYfteOS9opOwKxqkIdA0m6qV9JbA8xwW4xkvXrwY4KStIIkj+l7i+S6WbaDRo5uSOAkIfY/laj1Q/oVO0/bouski8rE1idNOwBSYic9PPv8I111xvd2gNMjKnMT3kH3NR88u+NmffMq//Jf/nr/7u9c0Tc9qeSAJA969vyaMTOazGXHko390SicXCCnpao2//ttv2Bhg2TbeZMzSMNjtC94cVrx9/5bjRcyrV085PTqi00Z8WnzFn81GSKtls9swGY1xg5i/ufw9//D7d4wnc2bTKavViiDy8SyLM2/ORPOJQ5euqXGCYzrR8snq7/m2fc6L5a+psoIP1zdo6IzHEVHkEUXBYBIOHUbjGNfRift75pM5/5fVnPv9msT10bQhwDVKEtq6RdM0PNslLWtqhtekoW9YL3U+evkZu13Kbr9ntdrihR6e0zOdLbhZ7ZBdT5Qk3F/f8tHLF/zsi0/5zd/+A9vdjnEUszIlWb7n9Zuv+d3r79imW84uTulEy3a/5enzZ+x3uz/snP/PXEf+s/7d3qxIdhUjS5KlGXES4tgertNhaha7fYbrRpyfPeb6Zs1/+I9/x89/8adsKsmvVy1PV7/jMDMYX/2KGQ1Hl/c8f3pM1pbs+obbfklVV0zcGaubDdXygZfxl4RBwOZQsg98XqTfEXo+7+c/wdGOqC5XKMMm36d0Vcluv2JxNCdJAjRNMRqPME0TxwlA6rRdC6LGdz1EWw/JOMOgbQWGZpLt90ipMC2dND3QK4jjiOX9Bsf9UfsuB6/T0ydntKnO220IzlO0fcvoh7/jyyePub9dcjI95oe3HxBLgRcGeK6DkD1HiwVt+oGR7hEnPpKekTcZSAbaHt2z+OXyt7hagVfs6HNBMh6hlIaSkJUHXMfn7OicvX5gffMdSA3Rt7RNy/3iS+ogprp9w4fNmvzJP0LoJnU9tAyzyYTINfho+oFsuUQqgR246I5BlCRk2z2WZfL82VO6tqBUiqqqUTY0Zc16tWY8GxHFCU3b0dQdfScJfQ/P9QffhNLZ7fY4XoDneqBpbPP9sLyYRBR5RRyFrDc7HM9G9310Q2Ofptze3yDSmuuvPmBbBo+fPKbKKsIgxvMCilVOttvRNx0ocM0hep2VBdsyI5iOiCydcrOiLhtcP0KaOl4QgqYhewG6TpHnnM1PkL2krBvMyMN1dcq6oqp7lrstQkgczyEMAhzfR0mgV5iajq7p6KZGJwRSCsq6JEoiRNuRFRWtALs68KvkU4TfoVkmu9kLftcd07t7ulFP3XRcoTEax/SyZ6S7FF5FLyS2aaBrilB3sVsT07WpaCjKhr4TFHpDujjHDwKQkt3oOb8XR9BV6D+2/AwN/uTnP+NC32FZGh8u34OmY1k2TVtjGgbHizlhFBIFHq5rsy32CNkj+o6sqjEMnbpu0E2TyXjE6NERndL4rmmxdAdLtXRVSdM2dH1NGM6ZJFO6tsA24F/8879ESYPLyzuKvKRpB9u2koqySInmU2YTF8MyEFLStjrHizFfNyBUj24Y2I6D44Zsl0uaKgc0NO09Td3Te4PBW6ExXcwYzUcY2rDf94//6Z+xXJfkRYvoOybjMboBrmOR5zmGKVGqJwpD9mnF9WpJfHNFOj2jFxppVuDYw87S06cX1G31Y5Brzak5xdYjJknAKI5J4hBrb6IQ9J1gNJ7Q9z19L4m8mJOjU+620PWCTX7A9DWC0OMnP/ucomjRzOFylVcN2yyjqTsCP+b07IJin9J3HUkcc37xCKuXXL99y2azJvziM65vrojzhLrr2O0PqK7l+dMnbPcFWd3hBy6r9foPOuf/qIuUrltY9hBPTbMcNIiTEVE4Iklabm/vWUxOcDwH03C5ePKcvGrp0UF0OM0Boy2p7y45fjTjzO3Rd1ecBBFakbMuVkyimItFzIln8MuH98z0lsRx0U2JLPZo+wdcNcYRDePxmPZSZ7/dMU5CkmhEEgWYFjiWTd+1rB5WHB+f8PzxU/a7LYbU8HwLczzC0hSWMcAvZS+p65p0nyI0xWQ6wbQsZNMyShKyfUmSxEgkmiWwLX0YgBuK9W6D06QcxVMmG8HM6KgpOfEE4cWYr795Q+Ionj895v37H3Brg/NpwGQUAIJOawm6jDzP8ZMAy3G5CDScWuD70AlY3/6A5bpopkUgFbFlo5UbzkchxWVBfsgIXAeZZ9TmklDXefnqIw72mN+aFzzaf0urWgytwmkq3rmf8syPkOYDgR/gBQ4oBaJlPIrRNElVZZRFgeaMSZKEyNjieSbJOMZ2bQzTYjFfsF7v2G22PL44R4iO+9t7TMtmPBljmSZlVVH1LZZnIzY9mtRoq45Sq0GTeLGH6TogTW4eHtDRsJXD/m5DVmbsdwes0OfR2QVSwensmHGSsC56ME003aRuWzTDRENy9/CA4VkYKNIsxQw8Th+d4Fo2UvQYhoVpWCihKKsCz3WYMGLXlDRliWma6ELDtR1MZ4CCDjJHG7qePi/om45KKhIvQglF3/U0TYNlmgNI1PXoDzkXt79m0k0ROiyXK7wv/muerr+h3tzQa1C1EsexiLMQ17eZdhaaIZGaTXMo0GVLYDmMkxG25w4H2D6j6yS///41Iw3Ozs7QpOJ71+FPmx/o9yvKPEdTijv+MXtrx8wfivDpyQm9kDRth2kNvEvNgKoqmYxCiiJnu12jawaT2QS3bimrktFohEKhJNSyQSioK8kuFXjbNfPphCIMOXXn2Lrkp19+SteklEVFllbQ5/zjf/QpZ6fn/P73vwc6HCsYmIsaeO7wOe8PGV//7ivS3QFv+gwKHcsxMS2dOA7pigDPccnzirWpOD6aI2z1407gPYd8zXiS8PTpY7IiQyEIIxvLcmnrBj8IOex3jB+f4nk2Ugp2h5z3H25orJjM+ZTruw0Hq0A3HLKsJAwCptMZpqkjavGjyLOh6ztMQ2MxmxG4NlVdYpoDgDjxXYQQ6KaJFPD7198QBhGun5A/VFwtHxgvIo5PTknzjKotOTpd4OxyiqsHqkqw2efcrw48Oj9nfnqM6FvGyYiTF+dsd2uEKBiPB66lZZmUdcPd77/h4vETbMMiCmLyvMCxHeazKTdX7/+gc/6Pukihabi+S57v+fbrFZ998Sm2GyDalt3uQBjFZHnJr379ewwzRrdsPtzcohwPwzKHEISmMZ9OqIqM85PPMc2evKqJA5/Hj0548ugJXVczTSYcz/5LfM8hTVNcx8KzPCIvwDIHltduvycMA85Ojnj+9BTL0OhEhW0b9H07sNP0YZi9fljhuR6+N5DMD0XJ/HRB33XYpjmo1U2LXgrqukWb6synU5RSNG2H47hsdzvC0GcUh+g6SNETuA5e5NF2G/arDY/ihLYXfPLqE+qqJPAcnj05p+kaPNfgi88+5vdf/Y6mcgh8h+kkATWkGKMwwDJtHNvlxdOniP4HpvMpEgPXNHC8gLvdlqJr2O72GIZNfshpu26QE05HJEnI1hwRFzVHCxfLTAh3FWF+jWXb2IaJbXgstQ5d13j8+AJdKqIoQHU9yB7Xt7EMm/SwBSWQCNDAckx0AYoKyzJxXZe2qYk8jy6O2W427La7IQhgaiihISRkZcWhynn87Cl5WtB3PR/eX/PkySN+8ec/RzN6pOtx+/qB/dsPOI6PmQqm45i26UmzgkUUoXq4fHtJdrOnLmucxEc4BmXesV/vkbqG57vonc7V8gE38IiPJ4RnE+InC3ZXS+r1HpqGGkXfC2TdMh5PMCRk9xtM2+D4yTHbvEDTDEzXwXBs8jzDNk2K1Q69k7RliZLQmy5RElEU5kByqBpUL0HT0SydxWTB/GSBNKETNbd9y8qboaY2edvSdj2PLk7JpaQAMl0xigJ00yTXDugIVp1gq2JkrdFKBxVNaNqWbNoTRCE728E0TTrLpzuUIFoC38I2DO6koCgKrMRlPB7hOS73qxVl1WKaFqdnJ7x8/oyb6yuaenBKuZ6LFIquEzRdS9f3BL6B53ukWY5hO9iaSaQHZHdrzE7QpwVFluLFOheLCUV2IPRdiqIg3R84Wsw5O57z6GzKOP45u/0WQwfT1NENHdM0yfMGw/ARwqZsWjTdoOt6irKga1qqqiS0TZ69fEqSuJTllpPjY35QNkkS88mrM6Tq6ETLarmkbhqqUvLqo+coafK7337Lfrei7wTT6ZiuLUnTCikV+31J51q0uqBtFUppGIbF82cvyIpBypjlJskowtI1gknCxy+fEocmdVPgOSYwYKym0ykOgryoCByfH354y2aX8uaHD1THr0CPEBKur5e8+OQj0C2m8wVff/0tuuFx8/CA0mws10XWFb3o8V2Hly9eIWXLyXzM7e01pydzfD/E0DWOTk54/fYdr9++Zbw4wvZ86q7GMj0c2+XZsyf87ve//YOO+T/qIlXVJVmZ8+jxjOOjGN/1eP/uA2cnp3z0yUvSQ8715ZIkmnLzsONutyeME4QYWGRZuqdzGyLfoTts+d3vvuHifMpsPiMMLeqqpu8adDmYYl1bR8oO2zbRHQevd3E9h/12y4N6wGxS3Lxkv12iqYrPXr1AKkBJlJIoobAtiyI7kKUHksAfety2hT6OqYoSXYNW0wbAKwO9wLJsUFCVFYZlURQ5dw/3jJKEMIpwbYuuL0GXeM6g9tAsnS6T7LIM3x0I0FEU8ttf/2ZIKvkOq7sbTs+O+Is//zl/8zf/M3VVUhYOnmthGxZd16BrGkiFqRnItqNKDyjDJHBtbMdmNpmSX9/SNg2b7Zqmqum6BpSgqUsmozGhGRAZEUW1p7YdwMMwDeIwIB7HZFWFpsmBsDz2kXWD1gmKNMUyDRajGF03cG0bx7GpLYuyLGiNliBwMXSFVD2ObdLULXEyxvdDbq6u8TyfeDyh7TrqusULIzw3JC1KHN3hdH6CYVjsljtW9ytWtw+Mpv6P5IgEw3Z5/PQpl6sf0HWHZDqhpqWtOy7fXrO6WXFf35ClOeOjKRNnTm9oCCURnWK13FK1NXpkI5TE8V00x+Ah3WAmNo6K2D0s0Y2eQLcZOQGO49LWHeMgRnNN6BRGr/CUhmx7bNtikYzJN3vMTpEEMe5owWa3oapblKthWCa6kpiOzS5LsV0bLwwpupL1D9+hbB0hOxb7r0mdI/AiSlHQiIZUDsEhXSnyXlJUitjRMYIxjmdTlQ3rTtBUPbt9gee6KF0jOnmEQmE4HpPphMdGg71X9K49+I7KirquefTsAt9Jh2XoZUOe1+RZhWXpNA2k2Z5nz59yd3vDfpvieA59Jzg6HnEoSnohqZoay3G5ul1yv9lxv9mxdc9omVAUJY+fnZPN5rw41YiswWxb6xqO42LbBZNxRHbYsnZ0DoeUvu8xDI0kiYiiiF72lKuMd+/f8/33VxzylqbtCF0PX4V0dUe2z3Bki21BEnk4ZohhaHimS5SECNHieBam0Kmq4RLRNS15uqdtBZ98/IjdruDh4YEiPwy6oR9xVHE0YScMul4g0JAK8iynLg6sVhtOT474+KPnaFrPw90DomtomxLh+axXK6o8w/FCpAQlQSAHpYttUxQlpuOwODvn73cplWNz8eQxP7x7x+3dlqzIaJoWzXB4WG/YpyWtKOlFx9nRAtMw6NoGKVpcz+D25i2WYRJHHrd3dxzymqubW5YPSzzXo6oqvCDgfrXkybMnYGg0SuPd9d0fdM7/URcp03Y4ZC5XmUTGBtPIp/bhttaZRi67riE1AqRuUPvQFpJDb+B4EboX4J1c4EZjzEwjGUfMptPB54NGWw1Jo14q0l3GcrXEskx0UycejZkv5vi7wSQqmhbHNnGVzWw6ZvlQoJTCsk2abmhl1FXL4mhKHCdcX14zHsVMplN0zaBvG1zH4eH+gSSOUBpYvo3sFLbnIpVCGYq6adncrqjbDql0pBr66Lph4FjOoHgXGl3bsE/3GMaEIm8H22qWUxYpJ6dHXL2/JtI9JkmIqSs01fHo0emPeCiYTSZoGiyXSyzb5OTsnLJqKYqaUTTBsh0sx8FyPERRE0cRaV7S9T2+51GJjjhJ8J0BbIoFlmtRH2pqrUY3AmzPwY19NGfYz/JcDy03+P3vfoOjDM4Xc1zbxbFd7q6W5EWKF/h0qmNZPdCPptzc3vHxR8+wLOtHeeSOyXiCrkFTV7iuh+/HCKl+BKR27PcpWVGyXW2ZTuf0bY9lm3z28Ut++7uvuHl/hes+IRhNCKMQXIe0SJGGxqHOEYbAjVwUOq+/fY3WgOs4zI7mWKFH3pa0usS0HUTdoqHj2C7Hp2fsmozddocfeTiJjxKKxlJooYMb+hhSp2o71D5FCQjCCM3S2e8zHNvCcALqrkWULZZrINIKQyhE1aJbHm7g4xkWtm2hRI+mKaRSWJqDbts4Y3+ws8YByckUU9dxDZvd/SXFKsdNMzRD53FSo+kanmVTFjVUEtc0mUc+bSbJ8hIpFQ/LDdOuYT6dYrsOumkSeB7TkU5bX1IUOVYcUJaK8pCTjMYoqWH86Fo7OT4ijEPSas3t6prxOGYW+NRNx+GQYeg2uj74pwZSR0/T99w8LBmPxzQCfvfdG+43KY3UyAKfOgyYuDZR5BMGHodDSql6ksinzLcoKQi8gDDQcT2P2Xz4HDbb9cBXrAwO+wOmPfy/b99dUdYK0/ZRDKlIkQuUNrRfu1Sw2+wRXcXFxQLbtMjyjOOLObPFAO/NDodhjoWBTsPRYkaeVWAYnF8sGI0jDocDruvhuC67fcrd3T3u4gLfdfE9l+GuKLj88IHNZo9j69w/BMShx3iSYBjDvtl4MqZtKkw02qbDNAzCMKDND+jaMJc9OjpmlxY8rLZsDzVtHCIDhWU5/OpXXw0i1K5lOp9TNQohYD6do+jJspxZnGCZBrZt4tk6uiYosoy2bgl8l7LqGccRR7/4M7KyphOSpqjohGS52qEMyOuCvK//sHP+P28Z+c/7t6iWXE9fkfo2xeicwHEpVY1l2nTbDikTcneGUhbaqcXKXrM/pCTjGWt3wfr05zwxJceFy5Ef8fzlE4p8z2G/Z3m/5LMvfoLnOFRFA0onSUaEoUevBtwMSrA4mtIWJUKIAUdixNRVzNnZ6Y/6BBvT8jG0DFA4jsOz508xDJ2yLodl4boliWPCIAaglxJDGezLAi8KEVLiOPaQPCx6drt7PD9B17T/ZEPVGFqEpuES+9DpGppm0Lcdq/sVP/vZp+x2a549e4LvmGhKcXq64GF9R9eVfPrJK8q24/27K/aHgvlihhvGWKY+zAyalqZuKcqaRRTR1C111ZGlJav7JYeioG4qnl88xrNsIt8dZiN9N2ghNI0wiiiUBR1galiR/2PUGbwwwCWgtV1MNLKsopA1mdVwe3PHdrPk1RcvmMzGeH440BaWOVfXN5yeLAjDED+MEL0gzQ70arg1p2nKIcuYLCZMx2O6tkeTgtDzsTWTx+cX7Ndb4vGIf/oXf0bfC3Q0NrsdbT9iMRvTdg2bckfW6MOMTjm0dT0oLWwHDOiUQNcEWDrKNpGWgaWGYpaVOX3X89HLj6hExXrzwHzkM51Peb89UKgOrW+JowmmqVEXLWVWYOoGXuCieoFuWiAlUgiarELpNVorafoO1Ss6BZt0SzKZYDsxlmvSix5d0zg+Omeb7/nh6h2WazM6XyBcjV5JhAbK0mn7Dg3FyfGCJEmoypK261CyY3O35/zJOZui5pDWA+TU0ojjEM2IMQ0Dy7JxXRvbtEjTlCAIePz0CXmWke5TPvr4UwLP5+/e1Pz9P3xNmF6xSzt2hwOaYWK5AV4QMp/PaZueh3IzeLBMA9dwQTfY7/e0UqKZNk2v0CyP+dEZhbCgrJg+fsL7PuCZ+RjXtjB0HVNzaPKa6/09gT+Q5pM4Iox80BR1nRNEDstVz3gyQjNM2rYBHcIkYjQes9n0mG44pGt1Dce1sCwT0xw8dodDhmlKVqs1pqFRdwFKWRimgWlrFIVJ6Hu8f3tFVbcUec3+UOI5HpZZojQdz3NwbIsgjAkCH9u02TUmnusQBh6jJMEtPfwwAFOjaEve/PCWn/30c2zbQnYNtgZxGFLqCikU+b6g0VrysqavhteqkpAXOZv1nmSU8BcvfsZd7zJq36MZDrv8O+6XK8I44ZtvP5CmOfPxBFNKlKEThxFHizmj0KeqSqbTGbqm6JuOlh6lID2kXH64YjxbcMgr7u7vmY4nBHGI67pM5+MhKm/8L4CCbrcFn3hrAqnzmRMy1xsMa4+mm2x3W4Ig4fvVJZE/5813l9x+/TUzL2R6ckL29C/5uP8tri6wdMV4NMX3bQJ/wdvv3w6Ded9ntdnxcPuAbbkkYYzUugH+WZWIXtCLll622K7N0eIYd3+Nhk5V1RRFNfzQ0DANk77tSPc7ZrM5XdfhOR6GabLMHijLiulkQlHmgMI0DKaTKevlFj/w8QKPIq9ZHw6Y9jAE7TpYLh/wgnNs26KqClaHLZYWoKFhmBrz+ZgiPZBnFWcnx+TpYRjQip62rZnP5piWSd0MbTLLXrJc77hbrjAtg7PTI+qmBd1gMl9wc3fPaDzFtN1hkx7YLDfojk3khSymM8p0i9ZLRsmI6scZgu4Y2LbD/u6ANz/hyD3i5OyEh/WKOi+RgaITPafnFxxuVyxXW2QLddmzWe8YjyKaqiMIQvTxhLfVEJ/2/QDH8bBMg7ZuadoW07SH2Z9tQAnT6QTR9zzc3TCZTJhPE8ZxiOxabDSSwEcpyShJ+O7tW04m5+y7htVuxSfzMcvlitPHJ9xdXdPJbnCJ9ZKf/OIn1HnF7eXN0MIQPXfLJQoN1bfUh4K6qpEoVusNmmdQimr4vhgm99fX3F3fYDseQkg6JVESNA00wxjoCbWGoevkaYbSDXRdI3EjIs+jdBrut2uquiGcTNBbEzOy0UOLm4dbVg9LwjDkk+Mv0UqdXpO4tokXeDiBTZmliLJBSYHl2NiOi2k4lIcchaRtG6qypBct9zdLFqfD4qjreVjm0IoWsqeqSlzHxtAMFJLTszMMw+D68prVcsl0NsdyXX64+sB6b5LooDsRr999QEpFGHjMZxMcS8f3fbqqYL/fc3ZyShQnSKVou44sz4dgAxrr7Z6H1YHLuwekYeF7HrLvcR0HckngOUghKMocUdeIXpD3JcfHMwxDEYYeUg4sw/1+w3Q2GiC/vaTpWpSCk9MjvvhS5/3Vv6cVHbqmkLIfEE5S0Pc1YeAwmcRMJwGmKbm9vePgBhwyl7tlhu87NL0gzfc0naBXCt0ycRyTqsoRloPoJWGUMJ6OmYwnCCERAlZXD1RVSdc22LZNEAR8+cVn/PD+HVIMGpZ3by85P52hqYGaXxQ5fd/heQFBBFqpY+gml7cPvHv7nsePnvDRRy+xnDs+XF3SBaf0ujm0kI9inhYVy9WO33/1Bl0zieIRlmkh+4bATdD0Ae1lOw5N27Dd7lGyZzqZkxcN6+2GphM8fvGcy5t77lYr0BVCdAjRo+sK2zBoio5in/5B5/wfdZGSx8+o/YC6r/nVWqN0pvw37pIkDsj2Ndt1yQ9vrtmsvmX5sMW2ffKspuxusJ8bLOKYxDcxNEEceEMEVjeIk4Q4irFth4fbO4q84OL8HNt2aXtFPI7YHEqkkFRlhRKSvhekaY3ZCRw34GG1xfVdTMMiqyosw+Ds9ATXd7Etm8OhQ/Qdbddh2x5t27Feb0EHL3Rom44sO2AZDgBN12M6DkES8eH7G55cPKJpKu4ftqRFwfx4WHjta404iBFhgPJiPl48ZfuwJi9yphOf6XRCluaYpk7TVZSHlLPzM5Sus9lsMDSD3X5H3bWMRgl5UeI6DqLviKOItunpesnV7SXL9YaT80fYtoVpmDiWg6HpPL14jGgbdNNlc9jTGC29JdkcthRlT9u0dKKnOOQgFJEX0Tc9Xd3huR6d57Ptt1RVS1MKpNRY7/aYdy2LswXudDAg66ZOGCUYhkGel4OgTdNBUximgW167A8ph8OO0WRE05bURYbreHSdIM9y2l5g6CaiHyLOnmlS7jOErWP+iL3RNTh9fMLZ+Qm3N7dEYUCtGySjmOPjOfPFjG+++XY45AxwvZB9tcZwDBxp0QqBFILD7kDa59ieidSgahuQkjovScII1Ut008LyLKRQmIaJkj1N3aBQeI4ziA6zkjwr0B2TumsQsiMchcwjA83T2dQZpep4+bPPyMuSm+U9m82WUTLm6HhBqDtMghG6PyJd7Tlc7zB1C9fzBsagaWI4BmmR4rk+Y3vK7f09q+2OJ48eYdnW0OrxXKQSvPz4Jbqm4bseSkqKvOT7N9+z3WxJJmPGszk3qyXf/vADxvQLDMNGoOGNEh6fneJoEAQOngOmEvSGRjJKmB0vaMqavu9Js4yqrgnjMacnIa+/f8/t/QN13SJ1gW0NKCUlBboGvu8NrfReUOYlgWcTReHwInE0+q7C9z1cL6Asc1zHxzRtIttmdzgghOCrr37P9c2Brm8pyoq2bemalsN+j7nQefrkgmOjRkcihBgKWN+TxBNGicd+9wNd7+E6Ab0QPCw3BEGE63r0AqIwwjFtwigiz4thdKAadMPAtTX+0Z/9hLvViMkh4Z3oeHi44+XTM548OqNuGpRQ3N3fMBoHnCwSdHNIOXueg5AS2/EwW4tOSAzDoihK9vsUIRWuYxL4Lo1r06Q1m3rDzd2Ki0fPePrsGW8/LKlKgeP27LISXTWUjcQyNN5/uOLl00fohsI0NS4vr0B7D5rO+/e3PCz3hNMJWVlhuS62oeO4DghB5Fo8f3KBqQkQ7R90zv9RF6kv+/e0qwYTQXuwefPoL3lIU/7+b77h6u0do8kRl+/XCKEzGs9xvYD1ZoulG9RSkO33tGlPHPl4tollmxz2G2bTOaZjsTsMT+JRMiMIAgxNIwpjNDTqqsbzPI7DY04Wx1xmc5rN96w2GzQkH3/ykjh0WS1X7HZbUA0YkpOTI4osQ6ERB9GwlFunCKGBEBiaQd/1eI7PYbtnvd7z6NkTItOkkwInDLi6v8exPZIk4e5+zyefvuSv/v0vOZmPKL0JW8NlYVh0hkbTFqy3S0zdIPBN0CWagHEywcelqmtcZ0hvlVVHLzvG44SmkxRFzmazZRzHICSWbjCbzv7TD+Ts5AjXhD959TFZXvL+9o4qy4hOjml1k8ubO64ub+gvHmEZFnlW4Ngxu7pF06FOC7J0j46ONh3CAX3ZobphDiM7HSlA0zVefvaS08djhK64urkifHrKi/Ez3MCnlYK0KonCCCklruVjmhZNUzFdjKneFygxkMINXUNpEtc1QDm0raCpW4SUWIbJo4tH6K7F7vqaOPEJDZvIdamrhtD1+clPviDdH2iLCqEEmqkTJD4fv3zOD5dXxIs5u0NKXZXItsYPA0aBzz5LQdd49eoVjWxJiwLDdnjx8Se0eU3btpR5jm76WNYwowtGHrvt5sd9lATTdSnyin26RzOHz0ZZGrbtsk736CMHZfToDjiRRylalG1AJ4jiAMsw6YuO7z98ix97RHGAg4spjQHmWlTDDd216doGXdeZTac0ZcXZ6Rnr7Y6u77AsHU3TMYwBh/T0+Qs0obFZrfjuu6+5v3ugaluOz844eXzOh9U933z3zSBzHCUkrsmoVeRpStFWSCRxbON7HkppvPnuLXVdk4ynXL2/4uXzF3heRN326BI0NC7OzxHKoFOC7SEdknaBz7IFXR86GZVRkucZsu/QdffHw7vD0Bwcx0YhKYsC09DRNEV6OCCkxA0CXNPjycVj4qjn/dstSEEcRCzcGdn2CtF3WK7BfrskDAJcN0ApHdvxORwytpuOL44W/PDuDWlaomkOy4cDQdAznozRdR3LdRFC4voepmOjhMSwdFzH5uJigTOdkzQW5xcL/r5TeJ5F3zeUxZ6T4zMkYBgKz3PwvEGAKYQkzwrqqkVh00vJ119/y8uLM37x8z/j9199zdt3bynLnDgO2ZoGlmWQuCN2aY7S4eziAl3/O9AGog36EGipsgLPNulu77FNgygOubpb8vV33+F4PqNJwraseXv1gHGzI5kmWJ4JjknXm0SOxTj0mIYXVMWQkP5D/v6oi9Q3336L7/vE4YibzYprc8l32w9cv7mmySVCFmjKpu16pOqIx4NpNAhshKEzThJCTwfV0XQtVVUBg2dF1w2yNuPo+BjZK776+hsMQ2M8nTCdTmmbnqKveKjWZIc975ucJyIlbjsOhz1S9USBz2q5QoqKk9MZmmYQRjG79YZe9MzGUzTdQKphaa4qKrS+H2jPi0E+9vTpcwzbREdnu9+zKxri6Yy/+eVvePToEfvdgaet4vzsMZpsQNMIXA9LMNzWi+LHiLxG0wq2mwzPNqn8ksXRDMPUSbMU3bT48OGSD9eXtE3P40ePiaKY+5sb6uMO3/fI8j2abqEkhEFEkgSMxxGt6NCUzmQUsFzvKbJ8GJJutiSjCTdo3N3c88gOEHbMUkLXtvS1gY3JfLHg1o2oLiu+u7qkrXuWyz2uHaF6Rd2WbHYbnr1a8Olnn/DNQ8alJkGTdF3L/cNqWPYUoClFJxWmaWBbDhYGnmez3245Pz2j6SqqMsNzfUxDQxlw/PiUD++vUEqQ71OkZXA6OyFWLp7UibD4sHngNr/l5YtneJ5LGEXYtj3sqSnFcrUiW+/wvRBfs7CDmF4zsP2QztZxtICyqbi9uceJHDzdR4keadt0KAzdIEtLgshDdALP9ZFCIXpB1/UEYUhR1aTZAVwLbxKCqaPlNtuHFev9EoXF4myB47iYjkVT95wdn1AccqqipK0aDus9N2+vOXt0MrBvbYYXsOjpqhY/9HFtm6bqccOIIjtgSNDoiCMf13cJwpC2KGgsHb/3+eH1D6xWO64vL+nbBst1ef7qGaP5hFo03G0fMF2Tp+dnXE0STNljmy6O6NBNgziMOH/0CNswWN7f07ag4fD23S1X7y6ZTuZUTYWUGhgG+92Bd++vsGwfyzLwHAvXTjA9F0ez6TctD8slnHyMQnF0fMRkFGHqgtXqHiUjovEZXdNiWha6YXB9c4NlDHoSS0gMCzSlc/X+hu16x3g8o6trNF2wmEz5IKEuC57NZjiOjeNa1G3D8m7L3s757a/f8fF/8QrR6fStxt3tHRoWtuWihIbr+RimhWQIYVi2g4ZG0zZouuJ4OuNqu6MoPQLPInQ8Tk8XnMxHJIk7WJstB9+10HQJQFk1BH6AZkCel6ArNMdACNhu9ywfVgih6BrB4ugIy7G4ynKEiCjqEs8fUsDXNzsMY+DqGZpGWQzp2yD0CNxhVcUJY9Zpzv1yyb7smQcWy11KWdd0SrJZbwjGMaoTmDrojiR0fQLXx/c8fvjwgeOTxR90zv9RFynNsMnKjiBQjKdz3gtQrc7Z+SMOu5xkMqUHMGrCKEQISRz6nJ4ueOe5jOMEkxqpYDIe6AFCguN6HHYHxI+BgTxN8T2fOI6QQFE0HNKSzCyRpk6cjEmaMVaWgabTS8l2m2JoJqEb8ujiJU9fnFH3KcvNFsf3SFwDzdKp247lj68V13OwDAPUoJ8wLJNklCCRdAK+ef09wnCJx1Oa7i2/+/1rZkdjlCa5ODthu12yryWGYRCFIW2vOJovKNISyxh+INvtAUNJHMvED3ykEuiaIgh9ojgiDCLMxCIMQ3RMsjSnyEvKsuKwz9AtmzwrhxlYmWOboOiIk5ijScQojmi7hvcfrgl8D82wsE0T0db4vgVBwMQYMW4i/n/k/UmsrGt614n+vr5voo9Yzd577eZ0eU726cROKBeFr0whXwEXgSx5YDGwJZBB4AHICISwkBGIgTEDW2ZggQQzBBdUZesiQ9nGuLJ1nsw8Z5/d79VH33x9/93Bd5SSi1tS5sDStYjZiogV65NWxPvE+z7/5/cTRIEoDNlsNizlBYdvfhsl3DI7OqGWRZb7NaZlY3oqiiEyGg0Y9TwWhcjrrEJSu7guCAiiiKgq3bxaEKApGp4rU5UZvu+z3+7I84xe32UXHBCEGkVV2G1X9Ac97t455eWLC+q2xdIdWlmhjivC4EA43zA0bNbXK6JDSJ4k+L0eIh07UGpgOp6gSxq3NwtaQSIJQw77PbN7J5Q1nRZhG3Y68yrF7XkUTcPri3NczcIQNUzTwvd77FdbZFEhz0tAwLK6grg7dMZZUYJGEpgcTVjc3NJuJB69/ZBIzFAMBRowVBPfVlhdLYiiGMPoeqpZFeOaDrqkI9cKGgqVULPbbpE1FV2SyLKUoizRPu7BSKqKJLV4usU+TJhNp5RNi9P3cC2L5XbDdrdFkGAwGYEk0Kgtm3DL5c0lRZHxmU++iyQInCMgqRqe08f3esTRgV1e8O0X50hty36zYzXfs98HnG9jxr7Nh0870sede3dohI64bjkudSNiWgYIIrfzJflqg+Cc4Hs+oqqjazqaoqDKIoO+TxIfMDSd4WBCVbTEcYptybS1yH4boGoGmmZQ1wLDkclyueL9b34LWe52OWVZoNkqVVVhWhZCvubk+JimrVE0ifVmS1PXyKKCKKhcXyy4uVpiWx622WO13GKcuhwfzQjCA0mckaQpcdoROZqyRJJEZrMJkRrTVCK+28cuFrRBzdHRmFHPZjRwOb+4xO871KVKHAZAgyjKSIpGkkakaYGiStRyTVk3/M5//V00VcP3eziuh2mZpEVO3QhUdUtRVtR1zYvnH/Hq9QKBFrljD3cqHEkmzQoMw8ByXRTDZnezJEoLNMOhbsH1XPq9Hq7h8eLFJZ5ngdjS9yx6ukkShaiSjK6rZGmC8T+CqkPWVWxJIy8KJndPUEqFlhZV0RjNRjhujzhJUVWZqm64ubrkwd07TIY9riSBJD5wMu1hOwa9ngetRJIVvHzxkrqqsSyTVmjx+30UVaeqGuIw4hAmVHVLLbXMV2vGvR79fh+iK1pBxLRc6romjXOaIuP50ydMjzzcgcNqvWQyGmHbRtdDkTVaoSWKIvzejDgISOMYTTeYzo5wHJd9EFPkFabRYxskPP7oO8xXGwZ9D0VTcVwDQaoQZRFFEbrZK3SkuEHTJCxDwfEcBAHCKEIRBS5vb3A8B0WTaJqWqqhwTJvZ9JjxeMRysWS7WXP39JQkCpnPFzx44y3KquGwPXCIY/IiZdizOD2ZgAijYY88r9kHKYapk2QFYlsiAr7j4FotkqFjiCq2YJAWOaPRCEGWqcOGuw/v0VdOGU2miI5KVZSMJ0PO7k65ezJi5LgITTdrppQynu+zWu+QVRVFk9ANk81mQ5ImqJpOUdVUWU4RZ2ha9+Ha7g4dMUCW6PseQttQZCltIyDQYpgGdVNQ5iHQo8gLqqLidNxnZcyxkOn1h8RZ3NHiBZGizBn1hsiiShImLBZrJEHC0g3OTk4pNYGnV68oPu7rNdSIVYuh6Iz8EfH2QCLVGKqBgEBTtdxez7F0Hdu0gO59JzQNmqIQBFtUR2c1X6AZOrKtUIs1pmaACIv5guPRMVevL4nCGM91Gbh95ufX2KrBoN+j53pIsoyl6QT7gDRJ6FtGN89Hi2mbuI5DWRUUaY6uyIRhwmaz51Of/wz333jUDQWXBcn773OzWGNaDu64z2Z+zWpTUpQ5+82Gd996C1WWaGjpKfBYOONVVVLVFalQkLUp6TZGV1Vk6x75cUY7bWkkiabMERMBgYbx3Me0DARpQu6U1C1omopoC+zVgAyFN8SO2ZdlGaqmYlk2t7dzBFFAUWWOJieIsk4Q7JGkDuRc5hWD3oiryyV+T8O2NcIoJUlKylLCdj0cy8J1XGyrJNNlfNemX/cIg5D5Yo5p6hRVzmQ4ZmT1qeYLvvX+M0zLoFAk0rRgudqyWn+Nt998SH/QSTB10yI87KmKnNlsSl3mrBcL4s2ebS6inJwg0qIqMuORj9xWLFZr+j2HRqhI0pA0i3E9D8MwaaqG4BCj6wabXUAhV7z73nuQxcyv51xd3aBqKo/0+wRhRJS3bOOKD18/YTod41omx0cT4vCcfRJh2SaqqiOrIg01URLz6jIhSrojarEVkYUWCYm2bEnyGM82+Oxn3mR2PEMQaqRWwJZVsjjG8x2KsmS33SBLwve2zv9hFpE/7FvTttDW3QKfpbh9F3mlUJddnFaSYDobkKQZi/maYLejPhrhOwaKJKALIroiY5saTVXR0hJHIbKi4DousiyiKDplUYMocDtfkGQ5s+Mjxnfv8xvP4Ga56oSIeoFZN8iyRJqmbNdrBr7L0WTAbNpnNjtCkCvWDWxXazz3DrKoUJQVfd/H1DUEEQRaer6Hoog0TcN+F1C1Daqi0/cGxGFFmRVMZxNcx+Ts7A55ldBULZoqQtUpTFqzw+ZosszR0RDd1DEtm81mjaVbiELbie96Hmla8PTZBwRBjCiLlHlBXddUZYnvedy7e4IoSmiqStMUDId9Hn/0lLt3j5kezzBsgyiOOn6cWFGWObZtkRUlhqFjmQZTfYzV7onqkqLIKMuCIstpZYGSFtM+wxzaiE3CNtvw6N17DAdDFAV0qeWDb30LTzV59OCMQnJomhZJkmmFFlVXqeqS1XZDQ0PRNEiKgqqohPvOyJoVFYvVlvnNNZPxgMHQJ05S/J7P9fWcLC9wPJuqbbFdi1xR8WuPI2VGWVbcXt0iAEkU4Hk2utD5mFRVZTwYIQJRvKdsKyzXZrPacu/+XUxDpxAqHt67y9nds05RQKc+iIMYU7GJswO11tLoAlESspyvOmTObEZZVbRNTd00mLpOvo2IDwecSZ+6LpFriel4TJqkiLlIW1VsX94Sn+86xptlIzUSbVaiiCKyJCHIEk3T0OQ5yyAiDhNkWaXMCyRRxXQtTNOkFUUaBES5S/ElcUbdNHzrww/QRCiaBpoCVaQLg1QtSRbTd0wOjUIWZ+iCjIKIpRtEacxw/QF3bI84ikiikO1+R9pUhHHA/ftn1FGNLmtossqzV6+xdIM8yQgOO/prH00VmY1HWJZNVVb4ikdT1uzygMFgjNhURI1OI6qEUcyLV6+hrojrOZIk8OTFBe++c4dx38FQNaA7RUhe57StxG4XMj06ZjiecnVzII4z8iAnty0q6yHhIcCSu/m/4BDwMrhGVlVc22I0myEJIm1YslmtafIDumohtCJvvPEmQZjx9MOXfGX/PnfPZsRpxP1H9ymLHM8yO9J436cpczRZRa5lXjQdLkqrZcJgR88xGE779PweZV2SpT5Xl1fcztccDhGq1Albd6uAVuoGryur5BPvvoOu6Tx+/BGu52E7Povtjn0Qsdy32HmJIIjomsan3rvDJ956m1//3/8LcdE5xoqypKi7VGNRFviuj9CCLIqkWUarqh3ZpK5QJbh7doLj2+iqRBwmvPPwTbaLDbqpIJQCotgyHHrf0zr/R7pIuY7BJ975BN/86tdQFQlVURiNhyRhzHazRxThaDbqLK1+j3B34Or8FS98nfbTj2iou95IWVA3NQ0KiqyhKhVlU1BkMLJddrsNsqySlzW24zMYTVgGMWFhk/XvsZJlLqOaY3NEKyqkPZ3B7BE918JwbbTxgC9fhNR1xiECx7EoDjKSIrDZRtjOmOTjuY5IEjqHUCCiajqgkqYZZQ3LymQnexT+jKaBjSSSrhLKXh/XMTvOWaNxSEKiJuf1POK+s+fkzhGILWWZ8957bxOGIUmSoBo651c3VJXAcr2jLDs1SLCLOkurYUEDddUyGg0pypoiT1EUjc9/7tMoisR6vUKWhh1mr+mQTZIid7wwzwUENF1j0Ddxi5pdLtNELYc4JE4SZF0jThP29R4ti3j4cEYUBGwPS6o642Q6RdMMdtsD5+vXRHGM++hTNIZAUTf4vk9R1+R5iajmFHVFGCaYlk1d1oCAqKgcjSa8ePGCj56+pK4r+sMBUZp3gQlNZ3sIKOUa1/OBBts0CW8OBHFALQiIiszJyQl1VREeAmRJxNU1dNNEaGp0w2Q4GmA5DhfnNzRVTZqk1HXFaNijrwjEVUHddFy6+c0aoRW5uLykSmsaTUB3D6jTU2RFRBa6YEyWptiGieVaaLrGYnFLksaIhsLR0YwyTQmiGEnovhxZmsmXvvglFle3FGmBhESRFjRKiWXaGLpBJXe9tN1+R13WKJKCJMvdkLYsIzUCbdVQFRVpkWOY5sdW2CGH/IrFbsWHr17gXF2jSxKqDPePp7z/9CWtDLZvYYQZjenw4PiEyWxEGIf8/je+jd8fEEYRVVNQ5yXbzS2KoTOb9hkMPChbbN3m+tUV4XqFPpmhKBKu5zAaDlCEkipPUC0diZIHJxPSNMaSwHJ08qJAlGyioiFNM7ZhRFOW6FWFADRFzjtv36WhC5zYlkNdNyRxwnK+xhv0ub5esT+UXJzP0XQTIW86L1fTULc1QXAgsjqmoiTJFGlGkSUoostg4HPkTOirn8CONtzcrpBFlbKo0DUDrzdEEkSaRqfXMwj2ITQ1wWaNpgiY6jF938U0NZoMtEbDkUwMUe9GgcsMSZYJwgOGZWDaNpLave5HHz7ljYcPGI1mXLw+5/zVK67TU26qA/dPJyC1CKLYHWm2LXUL20NIGIChmwiCQJkllGlAXUFdxGi6jWZqHA4H6rJkOBwTJgHL9QZFlAGBtu76YVVd8fZbDxj4dhfoECWEumYy7JEmIWWV8eTxY979zKcYjvsM5f73tM7/kS5SJ0cTBkMfx9ZpmpI0iUmiEFnqpqGFuiHY71B0nQ++/R3CIOB0MmEwGLBUNXaLA6rUIIg1tu+BKHO7WCAIXSGxHIemhbTIIC8ZDMcslht2QdSFNnYau9lDlkXBCgNdH1HpNrkxQvc8FkXGy11IcP4SgYaHD+/gTY4oFZl1UKNpOhkKVdAiixK9nktcC8iSSNsIaJVGUwvo9pD5fMtNEFLgoZx9ilYUKcqS22AHqYXWyKSZgaooTKKXHBoHSVXIiowwDBgO+7QClFWFLAsMhn1GwyGmYXJxsUBVNao6w7Y9TFNnvV6Sphmq4rLfH6jaiiSJ0XUZVZFwXavzY+UJpqGx2x2ghaqqUWSZwcDBcSviOGW5XBGIBlab0kgOZdPQftxDapoaz/dxHY+e1McyDE5nM85fn3N7dc3IHrCNa+pawemNcLweqmIgiCJ5kYPQMe9ESUJA5sWLF6S7gPFghCLK1G1HCSjbhvX+gGpYGJZLUdZYtokgS+imykfP/htHswn9cR9d17lezInSY7KqZLXdoyIh1w373YGmabAsHbEVGPaHZElC23a9QFmSaOoK27Ho+R6yolIUOZbukmYpTQtt0/LorTcIdiHBOiJOM0zDQpAhrwvcno9vuKi6gmZohLsDu+s9cRFTCRV33nvIyYM7bOcrltfXCIqCJAgYhoVi2AiywsndM9a3C+q8oEXAcxzOb65YrRZMjk9ImoxMrBDaBqlV6A2GNE1JcAho6xYBUHSNvu+DJFBkXdTdtQ3c0ylRmtHvObx8/oqToxm+2iPNYhRF4nZdYUpA1XCIRIQlfOP9b1E0DWfDEVEc0Moyhq1jJg6nd+7g+l53XGg4HFY78jyn6zi26IaOoohIsoShqxiyDG3DYOijyhKq7xIGEcFhR1bVZEVBJSpkmsvtG/8rdZkjiALT6YQqz/ktQcPOddSthJnoBIeAufgJ0tkbGKZNldWUYcNWekhyegfDMFFkibVzTG/+NcaaDnREmYcPH7Bdr7AcHVnqsGmC0OD3PPa3r1iuNqRFge3ZIEjohkHTtBSVwBt3HxKGG+LwgDMYMRqNGY1G7PdrJE2kqKEWGlBEREXCsRyKNCSKY6I0YTqbEYYFX/3mhxRZQ5F1IODtIUHSDMbTGX7Px/cEiiKjbhu8QZ9agBevzrmZL5DkEZapYEsW68WCk6MpsiSgyhKnp2OWYYwit3iO3Q1302KZDpIsc9gdOpOBoqIrEttDwHa343g6xNJksjhG1WQUSUSSRfojn8v5JW82n0B3dGiq72md/yNdpGpKdts1nmfjjQaU+wLP8xCabjju9bPXCNT0hkOquu6GChWZ4BCRJjl3Tu/R93WatrORVrXAq/NLhoM+WZwwnkpcXlx3NOtWoBUkLi4u+eDZM1TTYLDb4ZZz6qIi6n+K+3bBG05DbzpA1w80RcpO2HO+uaDMQ/6YASeTWTfg2bYM+kPCNGe93SJLIj3RJZYOaIqIKMi4louAjGY6XIcrdoOYOC5ZrbdUdct2vycrIrLHAVVV8MV33sKUTTK75qOsxHJ8Rs4Y0zJYrVfMZlMEWnTPpqoq6iLDdnQEsUGSRXq+T9M21E2NrMpUZUmcxSiqiCi0CLRQN1iu3tG7BfB9n7qucWybrKio64bNNsC0KyRJZrNaInCH1XrFyVjv0piY9I0eaZpyOBwwTYO2hTgIiQ4yr1+9ZnF7iwi8vLjg/NUV5SHlB37gk5w9eMBBshCqbug1ybJO2a1rFGFGEGdURc3F5TWuadH3+ii6SkXL/UePeP38JYvNHsuxP7Yt5+wPIZUo8/jVcwRZYDqe8tGz14Q9n20akVc1rQhSXREXJcHhwJE6RUgTsvPX9Gynuw5JgrZlPBqx2+4RRBFBktjtQ7KqogGSPGHUHzI+HdPcF1ks1iRhhucYtBp4vR71NqFoSja3G5qm5bDf0hv2wJS59+ABhSEgGDKCInBy7y6yLFGkFbvtjmh3oJZSfNdDkETcgc/ixQtmxjHHRzO+9cF3wBTpTyb0sgHrpwt2t5sOgZM2OI6DoendkWSaEoYBkq5iWAa9YR/F0SjlmsHYxhq6+FGfXR4xaPu8+egur6+WeKZJ2UJ/4HJzs2KxWJAkGbrt8urVBZImoLkaTdmgWSaqrmObHqaiEewPNEWFa7l4rkccBjiGgSzLZFHE2JviGCrL5Zw7pzMaahzTwvc9Lq8WVHVNkqVYtspUykjbiolWUlYlD8wK1VNI4wA5PpAnKZJhoCYx9xSJo7dPeP7iNUgq54sbJqpBUMYITYAgCrTz17wybI4UBd0ycc2a/kDh3JjxbXmA75o0bcNTsce15FNMLcRTnVWakuYZZd3S+C1FUZIVFRe1j9l/QGlniFLLwpyiRypp3Uc9KNSSzoumTyvJfESP/1BI1FWG4VssizXR65TV+kCkfQbF1mmbhqvaZ2wOKJUSTQ9RNIPr2w+xVCiblt64TyU26KaFYXlk2xLb9pFKkaPjGYN+D0FoSZKUT336baKiYnMIWS33VHWHtNodAsIo5hBEaIpKnpcc9hGS0lCXNdv1luHDU+q6QFUUsiQjT3Km0wm73ZaiLJhOJ7x6/vx7Wuf/SBepSd8jz0J6nkMr1IxGfaZCn4vX5zimi9CUjEdjnJ6PREOeZ/RnJxwdn/BKlpnPV9SVzXg2IgxTbpc70rLh+etrsvDAFzWLm/mc0XTGR48/wrF8JtMp4iHg+O4xvf2OMEpYHpaoiowkFExHI0bjEUF0IIxzRLlhNB1QphLT4yG9QY+ryxtcx6euG25v50RxTNs2ZHmGb3euI8c2EUWRsixINuvuOFOXSbOa81fn+L0+nmtzx59wfXNBEB5o6gbf6xHKAb7mEykasiKj6xqiYNNUJT3fpSxrgqAgSSNESeHO3RNEccFisSbNMjRjiGFZbDbLbudkKDiWSZml1HWLbXcJPlGRSLKEpqmxdIMszSiKEt/v0QoiZV3j9ftosYaht1RU7IMDgmpimyauY6MpCpplYtU6bzy4j9TsWW/XiJqCZTjEeUmQ5ExGPWYnx7QIyKqM1EiIotix0oKYvGj47d/+bRbbPf1+D7fOWZ0vScc5nt+jaltkSWV12DMdjxF1nbRqqcqGvBHY5wWvLxZMT++RL9b8/ofPuT67y3G5oawabrZL1AbefvMh05MxRZZTVBVFVWCaOjQtmtDJ6izLJAojfL8rFGVdodQ1nt/H810WywVhEfDpP/E5/qcf/UGWNzsunr8kCUOC/QGpbsmSlCRJEUURp9djMBsTixmxWKKoGqv1kqqtycucYBHQs7uQh9zUaAbcXl6RVjl5URCnCWEY4nou09MZiivhTCxIWopVSpu1XN/ckKUZlqkj9QQMWe0oBz0PQZFZbTeoqk4jgCqJFEXOcr3E9l1oWtIy5/jOMctDQF21mKrK9hAymfWZXy3p2312cUwQhjx85wGqIVPkKadHJ1iGRVOUHMKM29tb2qLh6voGv99DlWQUQSKNQ05P7jIeeLx88QzT1JFlmeBwII4jiqIBUaQuKtabHUXZIjkh9uJDRlLO7c0lWvWQk8mAu/fOSOKAdbyiDmp6PQdJFPHkJW3+GgSFcnNObzQiajIOYUJWloSFSHXvc8iNSNs2KKpEXqbMlRlfEC95wzTI84I2nzLanzMQIoq4QdY0krrgarkgzzKqFsI4R99JzEZ9DF3CcXX8+BZXsugNXQQgE01+tzb4fzoLgo3A4RCRxhH9nsz1fMN6c6BB6k4WJIW8SDjEKaISUlQlc/suqiCSC/ep4wTX99ANgzwrWC43NIJLMLB4JIWIh5YsS4kTlTgJ2W53eH6fIE6JohRkCce26A1G1FyzWL+iRepMDWVFUbfcPTnC9Qds9weeX0hoisJ0aFE3NUEQUNYtRVFwc7sgjQMO+/33tM7/kS5SQ9emsS2qquXlzRp1LGFIIr5r4Nk2n/vsu4iyxOmde2iyyKsnzxkPXfo9H1lSOQQxqi6jpyVBnHC9Dnl+PsfWdR7eOUOSZR48fMhivaaiJgh3mLrFgwen3Ll3F8T73NzMWTg2cn/KPbsgjlZc31zh9Rwcz2ZyOiGNExY3l2z3CUW5oBVEFE3jsNuDIIOkURQZUZTiOmaHUKoaZE3gdn6LiMzs6B5BkrHd7ojCmOVqQ3/i4/bewPd7DIZD0jTm4uKSPMuITBl56JEXGXFCF85QVYS2RRJFbNuiRQBRYb+PEOSuAXp2dgZCQ1ZkTKZjBr6N59hIokhpyERhjCC2xHFEFAdohk7ddFI1TTeoPh5oVA2TV+eXpFmKIEuUZcluv2fXaBTekKLOkFQVXddJw4CkDqjcCl2SePjoDWq63eTjb39ElqaM33iEIsjUWY6o1l3wvIE0Sri9nZNUBaIoMxyPGU3HuK6NLCvss4TdbRefL7OC4+PjDshruviDHi+fv+LbT5+RNRJh1lJpGqWpI/V7xGXF84tL8ijHckxkQ2e93XI8GdGWnQJDkmSEtmG7WiLLKnfPHmCYDmWW0e95LDdr+oMOdxUE3TDs7fyG04d3uLm+xXIcNFdHMBQm7gnJPuawCTBklbptKYsSb+jTSC2W53CzX9BuG6q2ZrPd03N8JCCIAgRRJMtzbNeh13Nxm4boEDKeThEQeHX+GqtnYxoqTZmAoBIkAW1TMxwNEGWFtiowNJXdfgeKzMyzOcQRz54/p60FvPGAu2+eIMtwM7/l5PiExeoW2zaxPJtDEpFHOQ+OjpGQmN+sOblzxO3VhrppCXMBsawxLYvTowmIDWEQsdwsENvOTpCXFad37kELeRyTpClV2QkCs7QjoHiuTVF1epd9EHBzsyaIc1okwihjvnjB6nTKSBDY7Xc8evSIyXiALMkITUNZ1iRpTpFm6JqC73sYus7Z2SmqZjCajFBUg49evCS7LWmFlrPZKTeGgW/0cFyH8/OPuPvGhP6gxx05Jd9dUVU1nnWP3fwKjRhBEAnXJUUB4e2y05PYJj1NRRAaBrqI0BYoVYOvmpwdDSirnLZqkcQGMcvYvHrCn+vtyHsGF9E1SrTk9v3/SrAIaRFpqTFdlyoMaCUB594JpmWTzGSGwx7/6xEcVntUJYUaRkdjvrm44vJqhR6l2K5CaYiYqkGaJRiWgVOVIMLLF694Of0TKEdHGIqCqmmIo8+S9i857CNq36PIctKs4LmpcyNr6IaIioytGkyUPoahI/VEmroiilOeb4f8mBqgqvr3tM5/30Xq+vqav/23/za//uu/TpIkPHz4kF/7tV/j85//PABt2/L3//7f51/8i3/Bfr/nS1/6Er/8y7/Mo0ePvvsa2+2Wv/bX/hr/8T/+R0RR5C/8hb/AP/tn/wzbtr+vaxFoURWJ0+MpyyDC913u9I7wLANNNQgOMWVdIggVeRlzeu+Ih48e8fJqxbLYkpYtmmnz7PyGb3z0nO02IIsTPvXGQyzbJUoLzqYTbm4XHM+OGHg+mq6TlQWaJkALw77NZPAO88jGVBOyfYYowXg8omxqiqJE1zQkRaXIWyIy0iQhChJkWaeuBRaLDWHcDdk6to4mOYhCTSsUiIpCU7VkZUG4j7ldLDk5u8d8foOmKKxuFxzfPcJ2XJ49fcJhv8P3O0qxIAjomk6efxwOkUQQRdpWRJYl8qLGcU3qWuLbHz4nSkKCKKLXczElHc+zce2PidqiQL/v0LQNN7c3GHrHm8vSjKpuaA2RoorQDYvqY55br9+jWDe0ZYui65iCgZZLiAKIkoimSOR1TRqniJZEWdRIukIU7kmTgsV8w/X5DW3VsLy5ZmNZ5LLI8Q+csN2m3NYxjSAzu/8W8/Wa9GrL7WYLtkvv+JSr+ZrDJsBxfATdQRRKdmXL7naJOzziUNR85fkLFlGMIBksEomnN3sULWXXqiRVjTedcvXyHKWoEN2OMF7mKfdOjwn3B5paRFVEer6LqmjMxkOWq00Xta0KRqMR8+WcFy9fMhqPQGgZjPp84Qe/yC4OWO82NKLAzXrJyfiUq/WSw/WeoddH1xQWi2uG0z6yJLO4viGqYtyeT10JIIhIqkJPt9AFlc16hzXwsPs+q+0SSehi16qioOg6d/wzrm6vWX14zvjOiDQuubyeU+4SBvkAQdVoy5LZdAyaysvzc14vFhR1haXrtEXDZrtlXEwRWoGqAAQJ07apafjgyTP2QcioN6SgRZTFjsAfJdy5N0K6ErEzA0PW8QwLSzWIwgOmqpMbFnXVUqYp4/GEKivYrbdUeQ60mKYJskgSZLz95luUTUYQBPiDAVUDjSgh6Bp1BY4/IMkq4ixH3O9xZIGzh/cxFIFwteHLX/4KvdEAQ9cpswzTsmials1mjdg2HB+N8X2bMEwRm4zPfepNLq9vMe+ccXtVUFQlZV7SNBLrTcxtueFZfsnDnkoYxtwGC6y662Vblsnx0ZQ8LyjyGN+36A97REmBoqgYmoIktii6iqrY5HnNYrEgSzOO3/gUZV1TteCJNZ5a0b835vXFDWYRYOYhZQmaoeDUEnGwYDAa8XBoc355iTb9DHKV0exuGWslliF385COwLNsQzl/iSnrbPIa82iMZvj0+j55nlLWJZZuoZsusaDxyVe/hS8LjEYDLMdm02y43M2559/j5c1LNoeIKCvRDRXX6ogZs3Gfoehyak6wbRPalkhK+d93NqGd8eTJs+9pnf++itRut+NLX/oSf/JP/kl+/dd/ndFoxLNnz+j1et99zj/5J/+EX/qlX+Jf/st/ydnZGX/v7/09fvRHf5QPP/wQXe8q50/8xE9we3vLf/pP/4myLPnLf/kv89M//dP8m3/zb76fy6FtW/5LdoSVnbKbTXjKmP93JFAKQ9RWY5Vv0XUDQtgPvojjupzrFt/MnvJMGCDYn2Jh3+XJ5pwrw0I6kfAci6e+x2tEDEHn6CZnlqVMJxOyNMfzXGRNpkgTbMdmPOozv1lSljm6q5DLIrpqEiUpL89f0LYNk+GI1WJFVbdYVieEA4mibGlaEUU1sZEwVZEkSDBms+54RtERJAVTN1EVi4vzW25ulyiajoCArGjcuXMXyzUoipS+72EbKr7vItlDdiiIsoyuqSCI3X9baMnzFFUzEARYzJekWcO7776Loj/n9vaWPEswLQ1ZaLEND9vS2GzWFEWBqhn0Bj3EVqSlwXYdPnz8BElUaKjQDaMLMYgCmqRi2iZSJCMIBdPRGBmLTaQgtA2H/YHecIBXDtAwcFUHiZg8yonDiCLN8BwL1Xeps5x0c0DVFZr9AlE65TeiCbphECwStkFDNPoihV+yElvOgzErSUQ/NUiTnCLKOJqNWW/WrCKRZ5dwcm/A6ugLpEcqHyY+ifv/4EYWUTWN9p5IT2vZccpBvWZblFTTMQdZxJQlntc6si+TxClFVaD5Cp7r8lGqcqhtZEenrDusTOFOSN56xM7QSeKIL6jnzLdLhpMJCAKHMMJ2HZAFPvWFz/Gt4pvsdwEjb8jxJx4we/uMNI1YPt3QH/cRa4H+YIgoKXi+R5uVCIgYtknVwD7YYzomYRxTtzVtUxHtttRFw9OPnrNPAtarHXlWYGsOvZlH29aIkohlet3OpakRJBVVNZGEhjgIWK83iLrC5c2cuMqYeH3iKEGUZdqm5hBssS2b2XTKbr/FMFUkXe08aG3N0VGP/T5G1TQUWWG72WDbFophsNtFFGWO7/awTZvXN8+piwJRFkmSBFHSOIQddxFJoi7b7vixEThECZplU2U50S4gzytkRcH3+1jNniq45sWL51DmUBbUbU1Jzag/oDfoAQJNXZNEKYaukicdKslQZd5+9IAoKxgPbWRfx9zA9UeXLAOP2/4neJbmHOwRB0XmcQm1VvFB7tKbmHhtTtvWjIZjNE3jMNizFQSeNzVSXyXLCxRJIs1zdusD7bJBeR0zHNzDNE38dMZ+85qwCOj1+1RNg2FZyIrC7HhC2Uhs9wG2raNoIrZnEWUhL569ZBcGZB9LI5fbJa5eoypDDNWFquAzn/00WdaSlw2rzYrJZMLZvVMury9ZbZc0dXea8sbDu1yKA+p1wVIdIpsTtmXF4Ow9BvYxha7yxskD0qLiyYtz9kHEus5Q5D5horKSJWo8hkqPoigIW5V5LvAhCkHWfE/r/PdVpP7xP/7HnJ6e8mu/9mvfve/s7OwPFI1f/MVf5O/+3b/Ln/2zfxaAf/Wv/hWTyYR//+//PT/+4z/O48eP+Y3f+A2++tWvfnf39c//+T/nz/yZP8M//af/lKOjo+/5ehTDICgGfHb3+7SaTS0Z/C/2CuoaXTP5aPWa7fUBTTcRJQlf9jA0nxcvfhv75EfAMdnGBfu0RLNcHNNCbBvSClpJIksq3i+n/MnjH+bQc9lsdtRRgyiKaI2GVqvopkGm9dhhkiRPMK3uw3R+eY7neRi6hq5pOF4XK7VsE13T2e0PhOGB6dEp7XKFoetMhh6TkU/bihR5w3YbUjUCqiDz1f/2LT56/IoKKJIM17VRNZ1vvv8dTu/MOquoKKKoKkhQCSWKKlMUGY7VIy0yej2XuilpBYFWEEAUEUSJPE+5uFkwmc6Y3y5ZrtfMpCGC77Bbb8lSjSTPqRoBpW4YDnqEYYRhueiazmw2I0sLBoMRiKAoKmXVUGQ5siwiiAKqIrNeLYm0AQh94iikbBuCKOJmveIy03ljXHJz84I4TanqBl1RiIOAfn+ML/e5ub7mk//zH2dkaPy/pHMu1hc8mr3FTb3hf/s//wtfePcTyJpCmMaIxQ2N05JGGV//+u9TrQPOfuDzSJevmeQlX3r4GYZyTD6R+NY8Y7s16F9+nTyMaIUWr+/w9ntvcnV1RXR+wdnde1jRBl0UmPke5W3IdDQkLWPCKGA8HnDqnXA1X7LZh6i6iaApGJbF7XxBz+8hmxX/h+yiOCfMTmbUNURRTFVU/E8//Cd48vgZaRLx8L0HRPuY4aSP6Zpsd3t0S2V4OkUoW+qiItjtkXSVIIuRiqZLURkauiSzul2wvN5w5837lGmBXNak+5AwiJj0e8yOJgynQ5arNaqooiJC2yBIEmWeEWUxSZbTNN2snqwqtLKCoCsMRiOKNEVQJYqyoEgz9tEBkZbl7ZLpeEKeZiiCRNGWlGqDkIOBQFGUuJ7Fbh1R5Cmm3TmwXr++IgwSxFYgzkNWt0s0rWP5rZcrJFEkyzM+fPKUo/EAWRAQqHG8HnFWoxkOrtfn8vaG/W5PVQpMjo6JLIuBOKSn1lxeXGOpElLbcOfecUeCN1ROjo+osoLtfoMkQK/vIyLw4sULDL1rG+i6zHTaI3UG6FcrmqrieP0YJb3mcNiiGDaT/UfI4ZzZdIww/hyPpIi7WsXtzTXF64+4d3aPhBTL0GmEBllSuA5XCKLAfLVFvFkRhRHDns0Pn/4gfr9EImBRvEBAoK4qqqqmrmvGkyHDYY+2kfnMZz7Jdr/l6vqGo6MJvu+TRglBktK2XUijbURm4ylxfCCOUyxbxtBVFFmgblr6/R5NXQEN0GBbNqIksVxu6A3H9BybrD+lfPgltsElYi2hCzrGeEaaJQzGRywvLlEcjzfuP2K9XSNrCpO7d2ibkmUu8frFHIDhaERcS/zniwxD+EPAIv2H//Af+NEf/VH+4l/8i/zWb/0Wx8fH/NW/+lf5qZ/6KQBevXrFfD7nR37kR777O57n8cUvfpHf+73f48d//Mf5vd/7PXzf/26BAviRH/kRRFHky1/+Mn/+z//5/+7v5nlOnuff/TkIOsR7GIcYpohf5+RViyFVmFVMVeTUWcRAaxG0liLfE6c5igmKBHZ+4H+OvslscJ8yWKAXc9arLZamI7QwnU5QG4k0y8nHJo+EHUa25cgUKIoCSVJQxO7bnJ7pGK7Bm8ENY7khUw1EVcAqDCbjMVmeIbQtw5GPpskMRj5xnOH6DoPRmCDIKIsc1/fp9/tUdctHT14SxzGj8Yz5zYrz59dsljGVIGL5HlEc0TQCt4s1r148o8jzTncw6WNoGoc8ZVGu6Z8OmQ6GUAu47pBDFJJnOUkU43o+jt+nClNs1+bpy3Murq8p0hxD7xQieV6Q1TkVNYZpICvdLFenJylJ8xRFVdgHB/KsxPFtmhoMo7Nx1oKA63l4eKSHSxoJqirjWjRRrTeQVIV9lPBqm3ArqXzlK/8NJdvT6/cQJAlD1zg+PsEbD2iCEMnUadTOCtpWJdPRiCJJO3V5lrKN9wy9Maqgs1kf6Ps9KlHGN12skU5QxByd3cU2dEpDJqwyZMPj4vwCy3qTkSuxLyvapmToWLhqwg99+ozHbcTRxO52nXFBmEVMfZcj10Dum1xfJTjkDJWaWm9oSDAVHdlo8PoqSqbTc1WypkQXa2YnJ7Q0fPvbHzA/nyNrCo/efAtB6L5ZioqAZAhEaUgr1Dz+5nfwPIfZvSmr5RJZ6DhvbStQVg2u22M9X9LWDXdPT3Ech220x+/51EbBTPXJrB43lzdIskrZ1ozdPsF6TxSEqJaNaRpUVU3RNli2RVZXKJJMWmS0dYY7djl6dIQiSCRJQg4IdUuWZLRlSyu02I6HomkUdfnxlyiJ3rjPR1/+AE2WqcsK33VwBgbhNkZRXb76ta+hSAa6YqHJEq5h8vzJS1qni/lbjkPTdEqcIs94+fKCq9cXDAd9JPWWpCxpJAHTWLA7hJiGTSnD/OaWTDnjaDrDN6EtEvqOzpsPHuD2bZarBQINogBhdMA2TSbjIUVeIIrgWBZlWTIZDUiKjOVqxSKaY6gmhm5DCSoFsiqwpWZkytiigVrFmEKJ06So8Y6HfYPrqw35/DWmruJoFpqhkaQhfSkhyQqCm+eYtYTrqpzNeojhEk33cH2H2zQAzaKpOrJ/UeYdyUWs0PUWSazwPQuEbnZSkiQkW+CuYbJq6u9aGppGoOePuLlZUpY33Lv3gNFwwDc/fIwsq1SFRVXkvPHgjJevXpNmJU0lsF1uiNsYqpozKeQdeUGaRBjLG1zXIk9T3NUGJ15TyS12m5MaKavVnM+dSdg9m/3hlsVuy5Onz9AfvMF0/EO4zZpb8Q8BMPvy5Ut++Zd/mZ/92Z/l7/ydv8NXv/pV/vpf/+uoqspP/uRPMp931XIymfyB35tMJt99bD6fMx7/wQoqyzL9fv+7z/m/3v7RP/pH/IN/8A/+u/slqfPr9Ht9locuRl43AocwxTAsvvqN30f4+O+vtgskSWEfvmQ8GFAna5KLmKqu8anxDJG2jqnKCnVX47k2Qhgh23t8fY0tgqxJDI76qJqGLCocwgBZa6jKPY0DdQ2OP+QQhDRNi2kZWLZOEAbYjodmKGiqThimuJ5PmpRsd3vqonszBYeYm5sr2lagqBrue0N+57e/yfY2QNFNREGgrmryoqQhJU9TeoMxed6iaS1ZmUMt8PDtBxQ4hEWLbEpUSUVe5jRN2/UxFA0EGUHoBoaTLGc2GyEtJYLmwHQ2RaAmKwt6nouqQpqmyJJCXhXstjvqpmI0nhDHAVVZMBgMqOuKvKhI65yqAUkxmC8WYPSwHJcyChgYFX/CWBNUDevtjtvza4r9gaPynPWL1/T7NmWRYxhG551pBXa3Sy6ePuNTbz7g9X5Oq7fcf3CX3T7gd7/+Pqs04+TBGacP77PbH6jSCkPWub28IYwzXM+hchoU28R0bOIs5dmHLzg+mvHu5z7H2+98gt99lbPbLnAti6asyaM9jvaAgWsy6dmIdc690ylPn75ivTvQ83zWUYTYtgRZxbPXT1mudhxPp2iqgkiDbejUZUYrNoRxiOO5+K5DniZcXR86f5Mo4zo+w9GQo5MR2/mWjz54iiiAbTqsNkvquma93iDbMrKr0Xf7xEnO6+srfH/A6+Urku2B06MZF+cXxPuoAxJfzDEQqfs6eRzjmSZh3CknDps9lA1t0dA77lE3FVEcU7YVAjLeyMf0XIJ9SCU0HN8/RlZktrcLRLFGyHJqSSWrSmRFRaRFFhTyqqGsagQBZpMpl8tbhqdDsmWGJGgEUYLtWZiOyZOPPiLLKx7dOyEMQ+q2JSxDmrom22S0VU3TNgwGfSRZJokCqqLg/KMn3NysePMTb/Pme++iGipZmuMcQiRRYjlf0VYlmqwwv75mvz7n0YNTRq5FnqUctiVC25BlMWWRMZ2NqIuCKD5wc3PLeDLh5PSY65trsiIlTXM2yy21bbHd7PCjBFnvpImmY3OQZaqsRjN0dFVGkiRMzUQrEjzHRJZOWCyXtK2ApkkcHY/ZHQJkQ6VtYL0PuFlu8F0DVe2CEHfunJClGUfTE9brLddXc45OpqimgiA1TKZ9+n2fBom6FsmLgihMGI7G7Pd7fMPE0HTapiLNEp49e87s6BhRNgl3W95//yN2+xBZ6RiHy/WOtm24d+8Iz/NYrl+TpCl5JZD7FQPbgbbh/tk92rLm+vKaKEmwFI3ToxMcy+H5i5ekYUBRlZ2vrSo47LZcXF5xvdpiWB77KOVgJOhlSxiE31Pd+b6KVNM0fP7zn+cXfuEXAPjMZz7Dd77zHX7lV36Fn/zJn/x+Xur7uv3cz/0cP/uzP/vdn4Mg4PT0FFXTkCSRoq5I0pR1sCW1c9brHWFwwZ27d2jqisHQB0ng9mpF3cDA9wnDGF3TO7dRK4Ig4vlO51LKMqoiJykKilHFarPGOOpxNBl1yui66sRoIiAJSKJKnmUgy7SiSCtL3XR4053zt7JMlBcUrcAhCgiDjMubLVUlkKYFd++/haKI3K4XGP6Apm5psgoUn6oxCIo9tg6qqpBkOVnZkFUFWV5jGxq36z32sIfc7xHVe17MX9Mcv4uoSpRNx1DT5A6LlCYplumy2+9BVNjud4iSzPHxjPF0wnqxJs8K1ustvu9imRay3FG60yTjsN3h+C6SIHw8cS8xO5pSFN0wq+0ozNdrWlGiZzoEh4BNukPIVwwskV7PQsy31GHA13/nd+n3Bxh5zvtffR/TtFDGPioiGiLJ/kBRlJimxuc+8zanp1P6no099LhYLXj/O085326QfQfJkLm4uOT66hZLNllcXGP3eyiGgdf3kFSRKO6wT3fP7hKXGZJtsd8fUKQerqvQM3XevDNlPO6RpgFqmlAs59ydDFANA820kRWBwyZG0lSCOCFPUnTDBFnn/OqWPMm7xaPMEGsbsQZZldht9yiagiDBYR+yO1wxmcz47A9+lu1+z3x1y9tvP6ISWqxLm/Vyg9DUXL56he6YuJ5HI7dIqswu2mNaDrpm0OQdGul4dMRhscX2LE6OT0nCCLuUMCUFNQdL1YmymsN2h+m66IqKpqqURk2SZdR1SSOCqKg0kkBNS5olJHmMIIu4fY+iTBkeDanzkjLNWS53BIcIv9+jAcqsoGxqqiJDVSTKuqSpa95440322oYqSUmLlDTMKIUGSVLpOS5xFHZqE1npAglti6EpIEoIdUtalDRpiirLCEJD3cqMZ1PGRyesNweOT2ZIYkMcRKxXaxRZwbUcdqKIbeg4vkMcBuzml9i6Tq/nI0gtiiQRHPYoco/BwEdROvKGKEpkZYZuauRVgaIoPHz0Jol9TD+cM5wMOEQRTVlRFTVJEhOnKbfxkr7rEGoxSZUQpgFNUzAaDZA1mbZtUXSNIOySmJapk6UFo75LHEUM+y6ua+LYJmVRcnl5zX5/4Pz1NddXCz77xz5Lb+hQU+O4nYPOcQdcXC7IsozVakXTCGR5RrnZ4X/+BymLjGJbkBwOtKKEoul88OFTsrRANUyqpmE41AgPCUXVIKkSrmOhmTaCkrLZHIjihJmqYRsWYnsgzlMc16AsNbIwIgwCXr54QZFlnD04I44jDFtnt92AIGGbDq5Todsez15cspEPvDHtYwTR97T+f19Fajab8c477/yB+95++23+7b/9twBMp1MAFosFs9nsu89ZLBZ8+tOf/u5zlsvlH3iNqqrYbrff/f3/603TNDRN++/u71D3IpKsY5oS7QEaBEzTpKpLprMZui6jWWp3DJE2pGnnMhoMPKbTY66vrgjjCEmRMUyVs3vvcX5+zn6/4+T0iMN4gJnKpHkMTUPZlLRCQ9U2/Mf4DrQekgB121CWDU3WkucFiqwgiiJNU1OUJWmSIssyRdkhfGhBEBUwW9RCoUxLDO8eiqIQxjGl1vK/fSvj2ngH+Z330FSFqu4Ybk0Ldd1Q1Q2aqhAEO85VA78Z8wnnlk88NLlCpawUdMegSkuKsiBLC6JDxL2795HlmO1uS5aXpPkeWRboD0dUVUEcRFjmMZIoYdoGSRiQZzmaatA0AtttQH/gsdvtkSUJkNFkFVEUMG0T9SBiuz6IAkmaEBQHTi2NIg8IU4laktkc9vRmI1ynxzd//7cpmpq3332DvqHiKjKeZTLxPXzf4vh43BEz2oaLm1v+83/7KqswQjQtlKFPJUKapDx/8gJLs1gHSyzTxHQdDNNCVjWGwz5pck4aJTS9FsfxOB5PqeuGly+eIDsPUYsMR2yZOib6pE+V5yRRhKpKSIqIKsPd4xEf7HaURcTR7A63+ZyiKLl37x5tnmJIEnVZgdIiUyM2LSPXpKChqRsUVcFQbepE53Z+i9Mz6Y17vHjygq/+14CyrXn/m9+mjDNukoizhw+Z3T1lsVqQlBnTyRHzxS2b/YbZ8QipktgXB8b+AOIUsWqJw5jd9QJrMEF1TJY3CyzbQpElBr0++zgiTzI0XWOzO7DcbLqUp9SS1RWNSJemK1vkVqZpBIJ9gKyLLNcrirTgeDDi9OSED3ZPEJDQZZm22iHpCoIkEcUJHz19ga5r5HFBkqUYso5K0xG38wLXtonClGWwYNgfUJU1ZVXSSgKKoaNIEmFeU8YpoqVyiCLyqMB2faq25evf+CZlVbLbPoS2YTFf4LkettYRIgzdoIw2ZFlKldXoikDbNoRRwOnpjEHfRWhbDocDkiyhaTq6YVLXFZqukeUZm+0W03TRdZPFaoGmq0zGA8q6oqorRqMZcc+npw1wLJFov+tCP0KOJHbYMPtjFqIgCpRVQdXUKKpMg4TjmJwczZAkpdPHyAKWaZBnOXVdQythmy6W2Y2oVOT4AwfbsyiKjOV6xWK54oPHH1FmDYdDwm63wx9PiMMIU9eYTGZ4ZydEYcLFxTUX1ze0gkI23zAYDbDLipvlBtoG27FZrUOiOOVqviZvZOpG6EZmDgGrZIksidR1hWkaNFlGGBxI4xDTMnEdA5qSpmmgbqnaEsf2eHDH54Onr3h9fkM0zFhtEqryD4E48aUvfYknT578gfuePn3K3bt3gS5EMZ1O+c3f/M3vFqUgCPjyl7/MX/krfwWAH/zBH2S/3/P1r3+dz33ucwD85//8n2mahi9+8Yvfz+V0H4Cw4uZmjaT71E3LsxcvaaoCRQJTU2iFirrO8Xsmb7x9jzCMqeoGVdZJwghFEhgMegwGPZI4QDdEBgOHJN1xcjLg3NKRKxHHsVEVhTTPuuMcSaYQVf689gzfNRFlmdv1hjwrcCceeVGgSgp5lbM/RPz+PiI3RjStRHCIkSSN/WbPbDwkDxPSvODOwzOKomR/fUGwDgl3EQNDw3ddkqAbKISuQAmS1A22NhJKFeBLLi0W1847/M7NJZGuIakOXz7USJLHdrlDREZtNPwopKYr8rvlisHQR5ZFLm8vKIqKMs1RJInddk3fd6mqEsvQMQ0L6XhC/jEHLc9zSqEjrddCDU1NmWdMRiM8v8fjVxccnxzxraWMrYmYrYxmqPz+Tc7j0Q9T+wU3eUn9w2d4isLLuuK8qLlzPEbXFFzHwvVcXomwvd6xWO/ZxS6C+XmUvkYDiLIIokJ5+S18fYGp6gyPelgDn95kzJPHT1gtN/zA5z7Lbr1FRKApIUpjlmWNYRnYsohmG3ziwQmPTmeoIki0bPcBpqri2y6KImFaDkXb0Ny5y2qx5ebmnFIQCdd7bG1KmsbY/gBFkpiM+wyHfcIoQKJh7Flc3+7JxRRRETBVC7ERESqR29tb5q+u+eAr38LzfAzNwjVtJMdBkESaukSRJSgaojjsaPeqzHg2JI0yXMVmfzHH1UxkTaGSJEb9EZqksV1vEdsWXVGomk7yp0gKWZqSNRW2ZRHlKavNBsOzKdrO8VRXNbvFBlVUMF2HMsxpRYWqbhnPjlBljd1ijaLKbNYrxIYuyRjFtKJBVqpEq7ArPumc6xeXjAZjJpMRVbkjq1qEpkLXu6Pzuqop25Y0L2laMG0LW5WZ765RVIeqKCirGtXQkOVOU6+IYDseWZoDDbZtoWsamtFFy9umQRSEznprqNw7e8Bw6FM3OZJQo8oKmq4RpzF11ZBRgNAVknRbUjU1YZKRpjVHRyZZUVOWIlVV0bZQFRWyrJClOWEYUeUhm+WKwsqRZej1PNxKBSriPKfn+SCKREmElJXUdc29u2dIkk5egGPbJEmAJIrMFwsOhwNRmCOpKqImddR6y8QyrQ4RpVlk13s0w8Sy3I8xVyKW0ycvKpbLNcNhn6yoyA5b1tsdtuNhmDZNKzE76lPUJXlWoBkWURzy/refIggwncxoW4WqbRDEjuJeCgmLYoWhK9iWTlOVyLJIUeVMZ+Nu9rJpcB2LzW7LzeUl4+mMpq4p6xJZkLE0iy0C8/mCWvhDoKD/zb/5N/mhH/ohfuEXfoG/9Jf+El/5ylf41V/9VX71V38VAEEQ+Bt/42/wD//hP+TRo0ffjaAfHR3x5/7cnwO6ndef/tN/mp/6qZ/iV37lVyjLkp/5mZ/hx3/8x7+vZB9ALSgkWcnVfMPRvQG0AnVRcXw8RVVkkjhGM2QEtaUsS6o6ByFnOOwjSypS25KnKrKuIsk1lq1hOxqy0kPTK0YTG6XorJ1pmhHGcVcYs4JW0rpEVFVQZ9DICkkQUNY1hm1wc3sBbUtRlozGR5z3P4O+fMLxeEKZV+x3IVmecrO4ZrffkhYFeRVh9Pq0QLhZM/AHSJJMGoXkRQZtS0u3s5Q1haap8AYmd3oT4jyi9UyKtsX3evj9O1zOQyzL4/z5BRevL5lNTnmm3me8ep+hYyCqKv6gR3/UJy9zwjShqRskaob9Eb5jIdLgWibDwZA0TXFck4ubG+qPoZJN3aAbJmmSMpz0EcXOjFrmBXdOTnl5NUdogKbE7TtEUcJ3FgV+7yXa+ilpUvLOeMbVy3OS9YYf+MJ7mKx55+59bFfg9flT3v/wI/L9jpHjMlAE0jBD1Tv/EqJMVGtsT9/jnUFnW1Z1g1oSWG7W3NwuODu5h67o6KpBcoj58FsfYhs6y8fPePfdh5zde4tbVeLsZESZh4itzu4QoKDwnW9/yKMH9+j1ehx2eyzLZuI6GMhczucsD2tsQ8NWRM7eeoCmGly8vqIoKkRBwDYtRBlcSWCx2lOUFVVWYmsml89fcVhvKOuK599+htzIlLsMt2dTigWyY7Bebdju1+RNxfRoxm6zJilzJEVCVkSGY49dvKcIE2aDAabpENclmt2jjhLKLMXQDKjhaDLFMB2W2w1lU9OWNU1dkcYxlmtj6BpZXGCoGp7jkuwiyiijTnJefvsJZ598A1s1UVqZVpS5urnh7ukdmrbhW1/9Fr7bYzAYIloKYXDA9RyiMCKIK2RBZr/e03N9mhoURSGNc1SlxTBUwl3Ecr1HlGScvk3PcxCaiqOhz/oQ4yoWMR3tXxJE6hpsz0OVFdq207ebhoFu6ogfC/uyLKMqc0xVQ0Zgs9kwGPSQJAlNVlit1himjqqoiLKEpqkkaYYkqwRhSFaWiJLGcrVlH+ZclwaryEW/mdOIEr1Bn31wIDQjwiRErHNmx1Mix+To2MVXE1xvQhSFFGWFaenIqkO5rAiCFNuy+cY33ud2sULVbDzXo2lSZMn/uO/cMBj1yCuwkxDbtZBE0E2TsqzQZIP57ZrNJsFze1BHpHmBoqmImo4gShRFwW4fsLm+IAhjbDtm4PUwTBPTtljttsxv5wiSSlHXtIjoqsLV7Zyq6QwFdVWzD/bYks7F9Q2a3PLJd97C1FR6tk0QBLjuEF1XUSWZsi6xC4Oze3fxvAElAt/4zhPObxcczaZsTBMhFxAl8Xta57+vIvWFL3yBf/fv/h0/93M/x8///M9zdnbGL/7iL/ITP/ET333O3/pbf4s4jvnpn/5p9vs9f/yP/3F+4zd+47szUgD/+l//a37mZ36GP/Wn/tR3h3l/6Zd+6fu5FAD+7XbGE2HKSnqXQdSnT9ccPp4eEwQB8/kVd+8fUTY5h2CPb/v0ex49v8dyucFyNLa7hiwLOT4+Q5RaTFNhudrSH/poukxTtPRHE4S6QJQ0mlakQUJRNaq6pihyKlVG1WSEboVmHR5Y7rcMen1qUWAThmiayB+btljShnm1YXh/xiZseP36JSOtpBIz2O3pyRNm/pTnSkwbJWi6SpHnrLbr7o3uOfTsAY5lY3smvYmCPVCZrwtexBcIjsT9dsW3P1xThaBXFdbVFQ+anGmt8DSyWGQ7ep7F/nCgpGJfpjTU1IpIlRWYut6ZOVuJskiwfB+EFkVWyLKCwy5AUXWOZkfs9lviIMD1/U5yKLZkeU6WZ9zul6xuN5jKfRxPoj8QIUrQzYjt+gZjfYPUKmgMcNSGz/3Qe5i6iCELVFXCixcLnrx8QSu1WL7Bar9E1qSuOFUFcq1iahq6YbKuK7abDYZp0qgSURwhCCL3HzxEFxTWyzWL2yVCDT23h1RWrBdb+p8QsUSBjQB916Yqy85q2nZHlZIgkSQpru929lRBJIkjbq4v6fd7eNMH7OYbZtMBo4FHlhWcnkxYLdaEgYGhayDKVEWO1pYslkvujGTCYs/mck6Uxdx56xFIEm//wHvkmwO7xY6kyJjeOWKkyQTxgbwqulRlXfHgwX3apkESOitdmSWYgoKpGIhlDXlOUsQIVY3rOLi2TVN1aJrNdoeqqTR5gy4q9FwPhBYUiaQoKGmoEcjLAlVT0UUVoWkR6pZ8n+L0PG5e36DbJn1/SBwkSLrC2YMztssttmWBLCCYNpZlIVYNUXygbSQERC4uLvEGDtAiqzJ5luNqKqO+w+J2hWRqmI7JYb9BEiUGfo8wzMiLAl3SiIoMVWpxei6WbWNZBreX1xR5jiIrBGFIVe0Yuj62baKGEgPPZjYdUhYZbVtC1VA0JVEcMxgNOohvGNPrDRAlhRevzpE1jfH4iKfPz3n89BV37p5xvgmINJ3XN3NO7pxQAYKiISoysqowMD3uzMZE+hjXkzClGmg7FqYiUpUdFqwqSqKwCy2Mpkdc3m5o8y64YhoSZdNgew6qqREcQhDh7XffJEtjijqjKCpurm9QdYuL11eYer/rrdcVad7pVEy1m43MiprtPqZBoj8YousGfc9HEgV2YYAiSqi63vWGYxVd0RkOBuy3W7b7A1Xc0T40Ve3aF3V3bdPpGMtQGfeH3M7n7IMDolQjtCoIAnEYdteuaNSySiOLCHIHelZVBRCQ5T8kffyP/diP8WM/9mP/t48LgsDP//zP8/M///P/t8/p9/vf9+Du/6/bn6i/Q1JUzM5/k+nB57133qJUh1yeX3C7WFPWKVbPwHI0HNvGsWzqqub68gpVNVA1icHERxJE9vsdo1EfSZKwLBvb9hAlnaYBUVNpBYjzinB54OTkCEUzaZoW3bCQFZXd/oCoGmiajKDLHNPiu17XyNUs6rjF9ntsrxcops4+25OWCZZrc9iHKJKBP/Do+0OauOJoOOVqcUPf81gvVzRVTdXWWI6NbmtonkqtFGRkWKKFaSq4isnL5ZZf/+3f5NnBQXJnOM9XjIYDdNVAc2xcwcfJ+4RJTFLnOBOfvK3I4xjLscjyhrpq2O12mLqCZWjouk5RZMRRQtOK2I5LvzcgyxLauoK2RZNlsjhB0lUQZcqy4unTZ6R5S9W7Q1q0RHGLrpv0PZV4N8c0beqy6pKXqoDhG6RxyCFKyVqRom0Y3bvDardju1zg9h3qCoRWYTKdfByckakUj+bQ0kgCRVuTBgltC7KiUOYJeRbh6Bb7fYijG9xu5rxxfIzSCpRphqEoWIaBazsgCmRl1cFhkTk6niGIsNztMLSuKEZRhG6paLrEoOcy0U2S+IDQtxHaGs912G4O0IoIgkhV1WzWO5RaABpkQUJtRWbjIYp1wrJKmN2/gzVwCdZrnJHPsWtRlTm6oaKrGnmZI7QCdVkz8PqYusarV6+Yjkcczya8/GBFWzVd7LyqOCQRsiRR5gX7Yk9T1yiWwT4JUCqNpmioypK2aVAFmbJu0AydoEjJ8xzHtNBMk4HpkMcdR/D6xTVx9hxBkZFtBZqKcLfnztk95rdzFldL9mHIvYd38XyXMs5QJBlFU5HrhqZqqYQSxG4uC2pagU7M6DlMRj1uVwfa4YDK1tnsI1YfvqbnWDSqgm5rKLJKJVTEaYJhdElMUQBNVpDoOIkIIqv1iqviionXcOdkzMnRpONgJhG2baNrCrquo2kGcRxzO59jGhb94YjhKOX/85v/B6PJjCSpQNIRNZN1eEuiVOimgWrbbA4HZEWmMhocz6XvtCRZRCZmHMKSNr1hMBhStQ15nNO0MWVdd6xLy+ab73/IO+99msV6z3g0JS9rbhc3vPXmA9xBD6fnUbWwP4SousTt7Y4oCikrgS9/+Vt43oAsbxHFGklRCeMtYZTQ6/WQ5a43WDcNhyhBBwaOQ11WhHGEZZlkecVqF5E1LaopM1Z90jhj2HexDRlTk2kEBWnY44FhUms271hvYeoaaZaiKxLL1Q09z6aqMvb7LYqq4zkOpmGR2jWlKrIOQ9abDaZu8dGrV6y8NUdVC0L5Pa3zf6TZfTRQlRVZEpGpEpIECfDs9SUXNwtMQ2Yw9TCtTpWuKSqHaI8uy4iiiD8aIigSYi2QxguyJEdVZOKo4IMPvkZ/MqMYTFmGO+qy7OZzmpb5aoVu2RTmFyiqGiHLyIuKGpAVmflqSbjdo2k6imF+vHVvKeqKRmy5uL7k4aMzhuMTDruYw+4DJFFhMjri6vUlyxdXjK0+0+mQ46MjJsMx/dGQ+X7FPFjTWBWtVTDsDWjFmvVuidDC4jYiq3zKdUor9rBtF5E9h+hAIku83XsLT/RwchuKgN5whDPo8e2vfoU6Snn33U8iaCVyK2LJCq5lYFoqRZlCC5quUZYNs+mIpoIgyxgNhzRVTZbEVLWCIQsIqobR81AdF4QCJJEwibguE9ZxyCIbYNoOZronbhLKIufu6QmHMOb25hrH9VFoERUR1TZxpZakyoijlNPTE0bDAUVVosgKkiRytU+R5B5Hd09om5bFYkkUJzRtSR6nmLJOW4MqKxRZQdt0Hir3vU9gOAZxFJGTEQkRgiSgyhovLl6T5yXDwZDJbEwri1R5QZ5EIIBpG7iuiWXqNEXAoO/Rtg03t7c0rUqwj+j7fbK0QlBEBoMRsp5xzzlBrjbcuXfM2f07lHXF154/phW3mLpMsNtgKib4VreLLnIQBEbDCWmZojYNy+s5ZZljqCpKK2I6Orqtk0YhewGyOCGJIkRRRDcNWkEiLwt2eYJkatQCRGGXTqNKcPo9gmCPqoscjScYhsbR8QmbzQqpEdENg9V6S9s2pG1JW8KnP/kpiirj6uKCt999k954wCc/8xlePHlBcIjIsg5oigJpleM6DsE+wLB06qpTlRu6Rl3XtHVDllcYnsWkaskPAVWeEycJVVWyXawQFYV2NkLVFLK8Jq0rwijsdpSS1HELsxRBkNB0nWATMDob8eBExchuOOx3yLLUFfD9gVRTUGUJy7Gp25rhYEheFCxXK8IoZTQ54uZ2zdX1Alkz2OyjLg0HZDS8vr5i3B9S1CVxlhPUIRENmtwg2gK7KOXr8rvotU+UxsiiSNFUIIIkS7SyyGNnxH99LdEe/y88FgRcxyYS99woI3qVT77JKNs+mVoiRCJ7xSeUQszUYnc6oWqg0BpEUUJVDTbqmsnlV8gFkdQ9JdN7NE1NOnpETcXOc6nLDowcH0IOscyqNHH7Pnt7ioRAZZdcyy6JrFH4Jo7To/LGnIfX2Nme28WSge+iKX0kIWYy6kZrHNcgTmN81yMMI9b7DQ0ilqrSNiGmabBa7rv/QV0RxRFF+T9AkRKQCYIIJy8Yz6Y4vkNvOuHrHz5jH2cYTh8BkIQWVQbaEl2Xu92RJFEWGUkU4to+tAKr1Y5nL19jGiajwRRRtdgfAs7XcxRJ4urqirqoUWXwew7tJz+PpqrQVhiWRRyFtE1JnqW0bYOmqaRZzGa3BROC6EBRZ5imTFVlyEJDXVVsN3u26w3b9YbDekcblgg+nL11n30ScXt5haFp1EKNaLZM7gzRdJXdYUtfHJBlOXmS4+l32AUynt1H7E9Rhx5OqVO3Hf08a1JaqcF1bQZOn4vDmkMU8PrJC8a2z7PvPGW/C9Alkc9/8j0QIU4TaDtlu65r6LpCXpRkdYEsy903cbWL1+qqSp4XCKJAWgjUgohmGpiOxXp1TVwviYoSwZ9C2qDqMpPxPSRFJk0Sbq/nSJKKqKpkbcmg39HGnz97hqnbfOKdd6mqmt1hT9PW0DaUVUMmOpi2jSU7PHn8mKKqsC2HZ4+fUQY50+GEsIqQWpHJdMS7777DSX9AsNkQbK6JoxQckaKq0VQdRRSZHE8QhRZd06mrnPFwAm3LficSBBFC2zmXBLFhOB6y2+zIi5z+cEiStGx3Kavtnsl4gNTQjSwAeZrRaC3L7ZqyqHj+ncesBJnFvR/gspFY3tfIwwxbtKnysts5myYtLctoBaLAHe2ERqowdZ0PdwXHpkLfMQmXOy4vLjEMg0Gvz267RWxNFFUmyBKMgcfp2TFZnXH9+op0F1KWFY0s0EgicRByPBp0fYzVkuRjlYqh6VRSS5jH3edJhPVqyd2Hd+mNe11vbNqn5w3ZHnbcXN7gSxYCUOQZWZF1M0S+gSyLOJZLHESIstQ5uDSNpqppRRHNN8gOGXWSobTgWAYlUKcFh8WeydkUTZUpkowoS5ElmbppsVUVWhBFAVVWSOIUsWpoy4K6rMiymuF4SFM2hPGBXm+CoqgkcYKiqoiSxGq95uj4FEGQEAQJx/UZ5AKtKHE4BAiCRV4U7MI9IRKq2l33tt6jDGSEOqfXc7E1ld/X3uZSHPIeB4I0R5FkbNdFkETSj0HR+6QgK1vGg1HnIzNsTsdjqqpguQ1QZIm8KKkqSMKYuhZxe5POoFsq7IOYoi3Jkhwpa4iOPoFku4SlQHb0Jq3dx0y3RCsdoSpIo4rj2RGOJnFqqMiKwpNnr0jynFxQ2e72WJaJ0qrkQk1U1aRJSTXUmI/f4+jyKwSHgDxJQWjIHYs8jbl/75imaZFluYMiV539QNd0rJ5PkhdclpcYhspIVsl6PZxmS1L8D1CkHn/0nIOk8dC0qJuGfRBQ7PasFyvun54wnfk8uH+Xpu4+XLKsUCsNYRCj6RIiAsezI26uF8iyTBlmWLqDKEr0R0M0x8UKXLTERRJaikZhuTpwMusTRCGCINDQoioaDW0Xqmhb+n6foN59TBlpqLKcXMooKSjqDASB1XxJmdU8+eiSYB8giRJt1dJz+kT5AdUyeP+jj6jbmr5lcb1dYB47HGlTqjJnf9gyOzomT3JMxUJTTRaHFESL6XEf1XIoDJG+ZzMY9BkM+rh+n+Q8YR3t2Aclz5c3OLbNZHqELql89evfxLd7/NAPfIo4DakblbIuUGQZRVHosjgNbVsznoy6MEpZYtj2x7uRFsO3KBSB+WZF33YRJYmqrBFVGc8esjm/QBBBM1ROB6ekac5i1SFhREFCNzQ0x2B8fMRms+ZrX/0ak8GY49NTbm5vyIsMQQBVVdENi0aSWKw2zOM531j+PsNBn/vjKV/9va9x8+ISoRYJ1nsUWaXf76HoMnG4Yy9L7IIdQRAjKS5lVaP1HIo6J69zTNtkNOiRpxmPv/MRtzdXPHz4ENMwSeMEwzCBjq4hixK6qSEg0RQZSZZyfX3NcDBE1zQ2hw2qrtIbjTA1BcM1oSgYeD7fqUqu8UjWWz7lV3jSDq2vYvUbiqZA02Kub59zCEOODR3TceiHNWQF9+7fJ1crfiuw+Z8sE9stSQ4hvuPi2g5JEqMoMi2A1PUgkpVAKZVMH52SbRPiMKJuWiyhG5zdb3Y0kkCUJuz3O2zPoZUlZFPFxKTOII0C1usVpw+PaWjJy4owDYjSmE994VP0hx6Pv/kBkiDS9z2OjmYIoogqSwhlg+e4FElOmVdIH9/fCF3PRpAUDBvKokKoKlBVxKqlQKIWoCoaKipsVSPOS8ImRFMUSrmmaVriKObJ9XNcWSOLYx4/njOtN9w5PUWsRURR4frVOboik1UV/b7H7OQUbzjmw2evePLyhraRWW4OxEWJoGjdNWoqCjJFVuCaJmmc8vL8nL7nIVgwHU/w2y1NWfHJ8jmlD7+TwHvJcwolJw1jxs4Yw7DYxDsiJeOOHXF5uyN58hH3z+7iZXtMQaJpSmhKjkcTdrsd892aNEsRBZVgmdHze1zfzjGDmNV2z2cfvcnr1xfUtJibV2D4WC9WiNMH3H31WwjbW1RJxnc03OQ5P/ylz9BzNUzD5IMg5uXlJaPBMd+8eUayyZnkYzzXZpNsIIbSOyE2epyeHONuHAAEQSZOM26vOmzVZDIiijLSrKbuVglqYL/b45kmbzy6z/X1grFmk/QczNLCEv4QghP//3ZrBQXbcdEjg/OLS4Jgh+326Hs+pqVTxHuyLKbfszBMnSqHME5AFlE0BUmSUFS9O1LYbsnTGkXRGB71ESWRIIrZbHdUVdOdw6saCDAZ9Hnw8ISvaiaKHJEmMZUgEEUR1cfokmePnyJVAoLceY9EUULXDW4vXpHEBdPhiPlqy2KxRhJl3J6HKetcPnuNpmrItg6ygNRU7JIAwZORDJm2rUmSlL4/QKolNEUnT0rCcI+kDbANhbFrY/UnCL0jPtUf0NQ14SHg8fl3WOSP+D+vv0HZxvROZ6h5Qf/klMsnr6lqmRaBwbjPZnFNkgtIsobRSlR1Q1UVGLoBTU1VFNimSZrmNG2LrKiouo5hGdwEO5JdwqA/4Pr6hn1hcccyUXVwHJvMUJl5MxaX7yM0ILUK0/GEJMs4uTOhPx6yWq34/a99A1VUcD2Xm5trNF3DcR3qpkLVTZKi4qMnTwhLmeLkjLv3TpiMJnzna99ivzlw/9Gb6KJMliSIgoSsQ0OB4zvIhkpel0im8fE3xpjlfoesCBRlN0N0fnWFrRmcnd1FFgQ82+rmyuIYXVWQBKPDAjUtgiCQZyWCIGHZFg8fPWC73hOEMabrkiQJSZJRlAVtEnO5vcI1PAZHU7Yf7pDLhu38mkOw4+TklPtHn6YSRNbbNWcThXboU5UVslzSBnO0Ck7lEw55itq4KI6KKnjE2z1H4w5ca9suZdElAW3PJkj2pMmBwXRAXmYUTc422sPHvZw4jjr0laYwHI9ohbbDL1UNsqrS5imCAoquoGsK/UGPrM2pxRbdVLk8v2a7XYMI9++fUWYleZxxCCOmRxMWFxcIZYN2XyPaR2RFimPZtHInsJQkCZoGWddByEGAtoZGAUWUkQVYr9Y4PRtZFdEEhaLIPh4s16GGMi/QVBnN1InbmlZQ0O0e89WOuhF4/vw5wXrBvXt3aapuhqdBpEakPv0sz59eEOcFldUjVkokRaFqa2RRJjN9St0izd9EGAtkYcrrLKP1T9g7LmVmINcRD/IQObxBLkXU/Jyh6yD3RMRqS7XZMGpqXBmiYk+Y75HyiM1Ha47fe4cyCBkNPPIk4li08YwSVYnZhFtEwUDOEljuseMDY8fmM9Mj7j8Y8bu7V8RtykTKCYWCtGpIkj3NboHQQC02VHWN69hcX1+Sxzqnp0e88/ZDrq5fIwk1P/TFz/H4yfNuqFkSqOuS2WjGuaqyLwoiIu4OHMqipqHBsE1UacD8doXj+jhejxevXyNJMrphIIkKVVXjeC6PHtyjKkryqkUWGk5mIxa74Hta5/9IFylNtyiLjKqqMXSLulUoywbamvCw5otf/ARCUyMIzcdDe3s0VUVWNARB4Ob2BlFUkWWFk+MTNpvu8f7A43a146OX1xzkt8mqhE0aMZ/PGfkeZ6cn3Dm+w3/bV6yXW2hrTN8lSztKhePYtHnNi4+e84lPfgLHsNF1nbquePz0GZ4zwLd9kiSnqUFVdXTF4MXj52iGRv94RJTFiFKHYopIsA0XVVZAlKkrBRmFuqipmpqWAtMWET2H8fQenx/6vCx9rkOR26sFm82WIIxY7vfM7TGzQY/7d95k6PWxBIVv/c7X2c8PfO6zn+L+g2NU20AvOkHabhegyhLbJEGUVUxVo04KNvtDpxoRJS7nawxdo2oqqrpgFxbMjk4J0oTXN7eclyKTeza2ZTMaD/6/5P3Zj2VZlp+JffvM852vXZvNfIgIj4jMyKmyilVNEt2tFgVCTUB61V+op4YEAS1RzSKbVZU15Bhz+Ghus9md75nnrYfj4nO+EGCiLuAPDjjcza753evstX7r+yhsjzBekzw+8PTsHMfTuLu7xQ98vMDn8uI9v/vt7ymzkufPnyAFDD+oFaI4QtdtKim5vrmkKlOms6fUx4dYzZrf/+EPhFHMwdkZPSvg4fKa7XrDT3/+E6azEdvVkiTOKNOcfr+PrgruSxU8D6mvkKokjVJUXe9cQHFMleb4rs142McxdZ6cnVBWNbbtkMQ5UsouyaYIbq5uUHWL6d6Y0aDPYrEgjWqKskLVCkpZYwQG27rmqx++p81KDGvCbhtTWxVu32dXJWyzLe8u37F3MOXk+Rnz+wcuLy44mB5w+vEJ8d0K0UIdZQSuTxs3OJM+9mZLVERkWUFVNWRFgawkjVR49tlT5lnIoNcnXG65fH/BcrllNjvAdAxaxe1IBEpHEL+8vIW6JV5vMXwHzdIp6wrDNkiilCzJcCcecZbSNqAKjW+//hbHsTiaHXL39obd3RbDsxH7Kjd3C46PTljFEdvFhrKsUNEwNA0UCQh0XaOVEqmAaZvIGloVkAJhquilYLuJ6PV8HMfutOhV9/4muxhF07ADh15/ROa67LkWYyXl7vGBf/jD11y9u2Ho6Kx3MbPDKdtdxn/4239iePaCf88LJuoSTINkF1NIFUM1upCApiBUC9cM8P0BQlOZTGxubm4JpcJ8m6PECcvJJ8jVf2ZPqyho+f7lW87OjplNx9iWjd5IkrxkvVlxc3XD5eUjtu9TlhkIOD0+xnMMTGMPyzRQaJl8/jkX76+4e1hj2Dbb1RZDVel7Bj//6WeYtsn94Zhrpc/TfsubsEZtBUbQwzQt4u0G2w4QQuJ5FqPxiMHARtVNNrstvuuzeJjTH0mm0yG2Y0HbAGNsTSXouUjNwy4r9EihyAtkKzg9O6ROEy5eX/DN19/h+D5JlKHoGi2CqqkJfJ+6rjB1jfOTI16/fY+qSMYjH8X+r+ST+m/pdfH2Le2TM4bDAfvjyYfocwaiIfAt4ihkf/8UZBe/VTWNPC/Y7kI0VSPPSqBmMtrn1Qeo609/+jnCUMjLklcv35KfniHo2FVpv4+jwNXFBXVdkdg+d9k9p2dHWIaNKhXyKKFOC04PTugFPWTdApKyyClFzen5U+5eX/OuvKQpFFRLJ09KLt9e4vgOwcBDqjWWq5OVGbs8xO95DIKAKOoSY5PxGFMzcFybqkpw7IDDgxkbc5/H2sHUU6wi57crm78LJ2Slj2JoGGcOhfOUpfcZ67Igv0iQRYm596/wnpq8twwuVYV6W4NySFsK4jbBbkxc3USEEqe0qZsxsoU6k0gpiOUYQ3coK4lYadQcEz9mbHcKae8vELqNLt/xuNox3Zvyel0wcBysyQi/76MqOqv1kl6vR7SNSOME0cBkPMJ2bQxLR9U10jxDNQ3cwKeqKp4+PWfQ/ymNNeA/3XWRd6/fRxcO4Tzk26/ekscp/+KvfsknL15weXnB4n5B5qYMei6FqtDWFbU7IUlSdlWE65oYtk3bNihSYOgGpZJTtw27eIehGRi6iWaaZFmGQCVNEyzbovlA3w/6fba7Na7l8Bd/8TO++fYHNmFGmqbUeo0qFD49PyVvKqqo5pn3MW9fv+fJXo8Xf/YprQVJkbDeBVRlhdAFx08OOTrdY7PcUoqag6cnXLy+YHG5JDo7Z3O34v7qGj1wiZsCUec0cU4jJa2hst1FKKsVe6dHJLuQ9XxFkRaYukme5aimTiNgF0dsoh1l2zAcjnBUk++WW/Io43BvSpKnxFHMcjHn8uKa595HLB5XXF685+df/Byl1XmYP5DJEkxBJRpUWr776jtUw2C0P2K3XKFooNUKhmWjKDqt7BTvUmnQTbsrXKIj+1dtg6xbojjFHHq4ukIWpyiKQDV0RKtQFRVhknUer6okzhOysmTtOuhtQ97b5/FuSzk85bGMeZfpZIlOnKb8w9slT4Oc2o5xdzd4QqPcLhFNi4hUfKUlUHyaSme+WMGrvwFDpzVM5O09WaJy/e0bju2a4nOfu23C9cMP7J7ukxaQZjVpXtIfGNwvlhRFQxxmaKgMgx6646D3A8oko+cec3nxmhcvnlOVJY5jEwQDbm4eOD0+JS9UfrP5dWcAnwywLRXH0nj+5JjfPmgocU0SR9SaRV3XuJ6FrB2EgLPTIxA1w1Gf8QdGZlGUjMf7PC5fgZRYhoatq9iWxXQyYP64IC9ShO5jWRaWbfPq9Tt8L+DtyytkmXG3zcl0Bz2BEod+f4Tmu9zP55yM+qyLEt8wmW8jtopFbbq8X93jj/8rUND/W3uZukHge/QJSJKIJM+oqhJBg2WbOL5LXhYoSoVlu51h1XMQQoBUaKVCXQt2uxBNM1jMr3iYr1EslYeHFXXZMBoMGOQOaR7zVz/5Cfd312RJwnodUk5qsqzsbLWayWa54e76nkGvx9nRMaZlkJV5t9OkufStEc+eqohMopkOF6/e8/GPPuf7v/8a09bpjQMMSyVrcqIsxrRMZqMpCpKH+9vOH3V0zHDUx3MtoGY0OOnMuVKQSp0sq/n+6j2380c+rlsawB66jEcTfA/+cxRzcvU3lPMHTvbGzPZ6NHWBoiggBE0LSZZRNjX92ZTGFqh1TbOKsFt4Nn2CYdqs1zvW25goj3HHLomq0KQKpm7w7c0Fb96+50CBVghOTo9BNqiKjUSCIlCEwmi6RxwnKELF9zvtR1XVuJZPrzeg3/c7RI5pomoqrYDZwQzTNCiKgul0TFlWXDyuQNgYmkUT1aQPIYvX1+gSfvKLP6Pv9fny179nvl6gauAFklo2JGlGmSV4wR5hHBNbGa5rYdsuTZFR5gX+YEhdlbiuRdvUCF1HCEFdldC0+L0+TdOQJAlNA5ousAwNRUjatqCqMp4+PWGzjfnq2zcEwwBdyXCk4GA85Ov7Cyq3JY4j/tNX/8jj9o5/+W//NbPpBAT85re/4/tvvuXkfMb56SmDIGC7jijLiuOn52wfIuIoIQtTGlGxqdeYgYPlKBRJjaglsmoQimA5X7GNYrbLNdEmxHU8HLubp6Z5StZ28wTH80FVKJqaPM2wPIf1ZkPQ66FaOg2SPiOEUIm2MUWUk4YJV++vuLy8Yf9oD6EKMlly/PEB80VIuIz56JNzhF5xeLzH28VrqqLAUFXSLMM0dRACCTR1h8vRhIriWqS7kKaqEY2kiguEr2OaBnGSMRwPyPMCpZb0eh5lU6PoBpph4Ee3/EN1QF3VxEmKEjxHH+q0dcn/c10hVgmGrqMc/ZJSPeJRH+HsfYEQKhs7JM1LirKg1/PJDZ2yqjlT3qOOhtytlghNYzSd0EzGyOwtw+mUR91gsY65v79FCX7MLwYTHDdA0XWStODlD2+xLBeBzmQ0wnMHrDZrZtMplmHQFhW+7dLzPSxLp6orwm1ImZfc3T9w9xgShSkvPnrG0eEhtmOx2+0+cAcFSbhmOt4jR2WjCURdoVKzWW5Y9Uymzw4wdZ2mbjFNm+X8DXGcURQ5y+US1VAYPD1l/2CCqqpcX99RKiWpkjFPl1g3dyw3OzTN4/LygSIJ2f783/FQgq9KEIIbRSBqQWb63BQ9yiJn6IyY1wr6+Iidf8jk5JiLzfqPOuf/pItUr+exNnTatETVFcq0YrtZ8dnHTzk8HOEFFroOQtEQgJQNqqZ2FHYpmM83FEjevb1GtDplJfmb//yP6J7Nze2cppRoosMmnfp7qIpGFgQ4lovl+/T6A87G55RFyh9+83t0y8LSDNqyIXB7KEq3wxHVFSUVDXD/+MD+8QmPD0u8wOfiuze0Tc3kbEzRZpS6ZG9vggCSJGa7WSFbsB2HJ+enzPYneK6NJiTDfkBT1ggpUIAiz2lyDV81OOqNyaqyQ7g0EnW9Jg9jKjmi76qYJyMUIVmFWwQS0YlekR84hIZl4tjd1vru/hGlrjicHaDQsluvkI1CUSZMno5Z7BLKqKHve3z97h2b1ZqnZ8c4vsvl9RVSaTAtA6/nkSUJw/4ZV6+/5vLmSyaTEbPJFKlIkjylLErevHlH09Qc9GYEowDX90nTjIODWbcomKaoHwCmxQcCu7U0abclb3/3kvghxEDF8j1e/vCatMhwfIvZyZTl8oFngydItWG7fmQQBIz3JoTtkJO+ZNT3EG1JEgsMr0fgBdA29AcelqqgqhqyBdk2rDdbwjBhOBpQ1i1JsmM0mBIlIZIGL+iT5jFRlFI2kOcZqqLS1C1Bz+PMt3j19pZ11u2t9PfGXFy8x/m1zc/+xS+YTCc4tkOeJPQ8D1XU6KbJ6ekhy/sVeqEw364orYasadmbjUiTLXGZkRUtXs/FkiptWeHZJqt4y3bXxaHHwYiibkiTjLTMsXsBWmDzyY8+xfcC7h/uydKs42YGLlqW8OrNa3rjAbPDA7K3KYvVksvrKzRdxbYcbm5uKYoSTVWpq4rxeIChakw1A5G3uLaNrimst0sM10bJFXabHS0tSuCjagLZQtlUgKSWLbbvcfzslPuLa6KHDW1bY5g2Zd3QNBXbRYvjupSKhLIb2bdNRas4ONEds5vveXxcMrNdbN9F0xXKoiQuMuqspMoTnj89Z6A+YhkaPwm/pqq6W9kmTFENlbPhAbvNljhJQaiIyZikqUjzAtOwmM3GfN57wZ7dcNcP+PyLH+HYJhcSqrohz0sUJUA3LGb7+7x/d8N0ss/JyYz54xIhatqyYLtI+P3mgR9//oK6rNnEEUmW4jo+VVnhuz62VSIDyWa3w3xUqeo+eZ4RJyl5rtFXwLMMjg+OuJIeH1envPz2W37+L/+cw+mYtgp5++oNw2HA0ydP8AOf/f0DdMvi25dvOTk/wTANpGhoaDqXmKJSVDXz9QZttSKpJK8urqEueX52QoXGX8h39PII0zDJy6oLVqQRQ2tImkbs+VNSI0NRBL9qhvz3vsll9sD/+kec83/SRcrzXDRdw7asboawjXEdF9/3KMocNZPsdjHjSZ+qaanqkrataWlp6gZdVbi+u8F1HFqpouoqrtHHDXoUpaQqWsLAh1biuQ5N06JrJqqmYFgeUgq2uwhBQxynHA4mHHy6j5Dd17Zc3CMMhbqpaETLxfsrVFXjfj5nt9gwGU+4i+75+Ocf8bB+wPU8HMdgOZ9TVRWaqqNpBr1xn08+ecpo1EO2DapokW3D1dtLpKbh9XwCswPKtm1HIVCFwFRUNFV0i5NSQN0iaNCFwFBVpJS0smtHSik/BABAKCpqC/ntnJ5m8Yk/Ru1rZFnBYrlFUUzmuyXSbTEch4dXV7imw/v7iO9/eMV4OqVVBVlVYDgmWZaQ5B2A0rHsjuYepxitxHRsGkViOAZ1VZNWKZODMbvtlkpWbJOQh8WCsqopmpK96YQWSHZxt3Dbwv3dDQ/LnNu//nvihxBTGJS6TlIVaLYOuqCiQLMUJpMpLR13cLy/h6dp3YKk7hPtNvRN8BwDI/ApkoLtakXbtiiI7r1BUlcVeV5gGTpIQb/vs1pvMHUDTRcMhwFWqqMbOpvNhqoVqIaN5TgsV0uiXk4d2ASewfHRhPfXGU7g0KwV/k//8//M7GzA2bNTwjDjeH8P17M5OdynlQ3X72452DsCBTTLZHg0JUkyNlnM2eQUXc2J0wiUllxWGLaF4zqsVyv6Xh9Lz9iuNji+TRrvusNeQpp0FG6hClrR8OTpOW9fvyWNU4SicHRyxGK9wjFtkA3nT8+Io4iRNaRpG3qDHq2Eum2wXYssS7h+d4ltmhydnpOVOd/98IafBJ9iOT6JVrNaz3HLBtuy2VURmqF2i7+6iqqphLsdwjAY9AccnBzxON/SNjVllGO4BnXVUlYlbQz9/WHXTq06usP94xLTtNB0i9nhIbbjEhUxIGg1HVPXscwW35vhuDZ1VSIA17W5vlmRpBUNNVkcU+Z9fNchLzK2uxA0Dc9xUIVCliRURYapCaLthtavODs+4ORwyv/jRmXYDhiNhmRJhmNaeL6HoiiEUcfcC+MNWZYw6PcxdAvftUjjGF0cEaVbkjgl3CZEu5D7hzVxVjMcTxCq4O7hAV3TiHYht3cPtIMRnu8hVYGhCvRGoFLz5HifLN7inOyhmh7r9SNFkfM4v2c09Li7u6UoU4JBD003mc/XeJ6DUCRZXlHaLUtzhD9+gVB05u6a7TrCNHTSYZ+06SH9T3ApqaqK8oOgEQ+owOmd8UOlIjWJqmvEik2VZ3iO80ed83/SRWo87qGqCm4QEMUZN7f3aLLh7v4R01KwbcF45COkRtM0PN49UI9bej1JkTfQKhimRl5VpKiY4xmD8ZTdJsTyS8aHI2LH4/o2A9fn7u4Bx/U7Vcc2JvcVYsWkLUukM2QeV5h9G9PQudsmhKWk7/kUpYrULNA95ss3yKLz2dRlydHzGY3SMhz0qcqcxfwRVTUwTAvXtTk5O+H87JgkjYmjCNfS2e4iNss1N4tHTM/ho6fPkY1DjkXTaDS00EoUKbo2nuyinhKBioImFdQPrZVWgqT7BSClQBUCUUs0TaHn9qhKQVLlVHWDbtjksiUxCk6PTvnq6+/ZRiGDfp+XV9e0gKoqjCdjNps1dV1zdHLIeDjGcRwWizmX768o0pxx4DGdjkmLBNO0SIoM1dHwLJ/p4QjdNlisF6AJ+l7AYDAgzTOiOKbIS8LtlvcvL4lLh23vZziNghm4yLKmpMTvB8yO92lFw+PjYzczskx2uxWGqdNzPXqOTW3brA0TXQqSOKJtLFzHoSxKyrLEcS3yIkdVDHRdZ7PrCnWe5fSCPrKVOLaBIpRuuVTryBKKKtAtg6aUfP3NK+oKMASmbYMEQ1E5nA1R7rcsF3P87QbXNpnuTRBaS1XlZHlGGK45f7ZPGIV89dW3yE9VxtMJcVqSqA1qz0QbONxvV2yjkLppMA0TU7Vo6oZMA8WxQOmszlVR0pgVZZ4xnIxxhj0eV3NM00RBYbVaMR6PGE+GXKx3+IGH73jESfzBmGugGhqKBtQCXdfJq4wsKxmMR0RphGWYKOjsHkL8YMvpx2fc3815//4OoUosaSM1wWa1o7IkKC2KAf1RH8PUsFwLwzBZLRZYro3QYDDpEW4T6kZiaDqGrlHRAVB3m10XpNiEaIpB31bIioYGwWDcJ8nSzkhdS/K66gIWjoFUIAy3DG2ftm3JyoK8rGjamqZtkLKhyFJ04eBZFpqqsYlihCKwXJdA13nUVFzDxpIe49EI5C3b9RJVnZGnCXFq4Dk6jWwwdI2f/+Kn0EiyssFeGriehW1anBwdYuiC929fE4c7irykriSu5/PsiU9ZvcJrJHUr2a43+D0Xw3SwrIbHxyWxkaFaOo7rslmtyQyFLAp58eIZhqFSxAm2a9PvBWiGQlnlTPoBw5FDWpRYuc4PP7ymqWrWyw2W57BarHlh/pbwcES/STDuXtOPU9rVjlaA2fTxn37KR27N+t0r0tWKzz79lOYDzLg/CPB9SRRu2O22DIZ9tN0lD4WHNvxnMJOKk5BCyblbPfLq5TvCXUoa7Wiain7P4M9+/hmj0R51JTFUk0F/ShxmTMYHXL1/y3YTYtsWDI75O+VH+P2EH+KUSOnRf/IZiqrxXhnC8AteFYLMG3Y9MUWiGhbXdUBRHCDrisqbYlkWF5WJLnVk2yLNGUZjUIiay2pA3vtLCCTj9fcYjo3uaRRVRuD2KJUP6UPTwXZtjo4POTs/pqoKru+v6XkOgecTbULiMOXl1SXDk31G+1PSokBTBLniUjfmB/oaKELwXzjDsitSgq4IqSjdLUooHU0cSUuXsFKEilA1pK6zqyoMYaCoFqoGO5mTmyWuFfDdy1fs0oznH39EU7agajz/6COOT45paBiNuuCD77g0Zck6Sbm+uuZq6XIw6tFXS4q6wOu7IGF9s2H/YJ843nK8d0RLS1/08cxuN8O0DOJVTBiGRGHMw+0jqmVydvoUqUw5/7MfodRNh2fSNfrjgN64h6qq5L9KKYuio4GXNZ5l4ho6NBVlUSJFi9AElQRX08iSjLwouoMry1kudpwc76PrBqZlUeYdwbtj/UXopkZRZNiOS5blXavMdnB9F6NRUAydssgRqsD1HFBy2qqi3+vz4kf7uEaPJr3k8u0bNsUjf/6vf0lZFdw/3Hc3/psHFFUwOzjA9G2G0xHROiFOYmq7QXFNpKZimRYiL9AUFdXQUHWBbdiYmsbt3Q26EOyd7HP+/BnFN9+yy1LKVPLTv/wlt/MH8jzn4t0FR6czmrpEMeDs6SlVVRMkO7IiY2wPKNvuISBchF2CMUuIk4zbxT2mYzAcjAnXMX2zj2O6+FOfVmu5ubjGtnVKmfPxzz7l9odr0k2GqipUZU2RF1iWjWs6lEpJkiQs50sm/SENDYau49sm2yjBHbi0bQdxlkgKXUMzdaqyQgqBZRqdQLHIycocJJRlQ1nVUFUYQkGoOqbj0qgKeVUSJSm10t22PMuhyLq/R8oGIRtoJc4Hjp1sJGgqSyFYrpfo0YI795avNl+iaQLr4Jijk32me2PiaIukpWkqLNMirbp1BN93+eTj57RtSVUU9Ac9Dk8P6Q96OK7Dy5ev8KYz2rpmNh7Sm45pWoX1LuwCPLqGqmlUjaSpW8IoxR0ZeJZOrLucnJ7QyBLLDHDNHlVRYDs2iIbTk0NcX2E09lDUB7y+5OLdHU2jsAsL8hIaFJQ8xJY5errBWN1gZhkTWqRQeeJ6RGpJUCwJnJr88o49ecR0NmG3y2mqFU6ms2cr9F50i9g/fH+NNjrkar77o875P+kitbc3wld9lExDKDp1A0XZst6E7E2PKKqGx/kKTdXZrkM22y1VVXFzM6duaqq84MmTp2SGzUGx4M+bNzwmG6Io4ufnP0GxLP6XzOfPkze8+f4VGAqT/SmGabHdpKRlzU+TPxA4JoZpYGg6egsDp08axxRlzv5sn0UYIjEY1Q9cOT52bLJOEkzRsrc/o60bFssFwbDH0eE+e7MJlmWxC9fommB/OkQIjbKsibOC1zc3/Owv/4Lh4R7rxZL16hFdCGqroZXdvagjbYguuivoZnIIlA+3KRWBUBSUVtCiIJG0dJcuoShIoVADmSxIZIFqWmRtQVlV3L+94f37K3rDAdODYwzD5le//S2r9Rpd37A3m3J5dcXB/j7j/pA0Sfj1736HZnTaB6/nc/L0gFGrEucJk/6YqqqZzKb4vS7d2CoSw7S4ur7kJrrFNC1OTk65vrr+L4vUft/HdQJy2SJVCVZDz+tx1DtG0wVFmRN4Hqpmcvb0jNV8QVPXnaxRUTB0nSJJKGWK1Brcvo/vWTRlQZkWtE2Nbdu4votpG4RJhmYaaLbRPbVnBVlSIARomoppmbiuw24XkuY5ft3QKpLFJsJyTHZJTF4V3N2GjKcaUhrdbcvQyOoCS1GgUVjO19xc3mIaDk+fnLParFkuF3z+xeeMhlPyJCPa7tCExr/+7/6K16906nWDqgoQgrptWYch0pX0bJdws+Hh8hZ37HPw8VOKskQPPKbHB4jthiTPGc4mtJbC/Paew+NDRpMxt1e3mLbZ7espGtso4umzc0Z7U+Ik7HQxrc5v/ukP6IpOmSfUasuLP/8JUZRQKYIojdisQsyhCWbD2bMTtstVt4w9NHEGLtvlDkOzEIrWFVRdZbcNUQQ4lkcSp9wXNWmegzDxHRtPhbwoqOoaYRg0dU0eJliejaZ3ssSyyikbUERDVdfQCuIiQyIwdR1D06jzHN3tI4UgK0ryqkRVNfKqJN3uaMuEZjZCNpIwDMnrlp7nUxRdMtLUO++VgoIQgjAMKYuS8WhCGPj4tkNT5qgK2LaFY9qs19sO6YSGqkju72852J/gD3wUReK6FoZtoOrdcvsP333D2ckpp8cH6I7NehfRlBlxWfL9q1dc3d6TZCm6ZWBrLnGaopoOcZNyv1rjGip393OEbLBVwd7egP7Qo6wbHt7ekmYximrRDwLGo4AwrojiGBQNXTNQNaMLk2xDJqLF9G0oCoSikFYFq/WajbXl2POwbIeHh0ceHucIpeH4YMLB/gRVk/h+nySOOTo45MZyye7+GRQpKRtsx+bk+AxFWvxq+RsUReXs9IT+IOD91TV1XWAaHk0tKYsCx3VAwtOnzwi3W5I0I1FjWtVDkTWzSQ+ZZ2xXj1i9PppxjGEo9PsBhtdhgVBBipayLIiiCJ0aVRFYnoOqgKZ04jKlaGmKmlGvhxGrGOggW8IPquzVfIllGEgJp2cn7B9MKIucui4pypajgxlJEhHtIjzXpGgrrh8faBWBZTlsHpa8++4VJjp6L0DXVJRaoEjxIcEIiA5y3f1WQZECVXQtvxbgw9J3KzpARqOBYqgda1DUGKaOlJJdumExXxMmCXXdoNkucVkx1VR+87svCYIeTStJk4Q3L1+j6Tq6qmFqOlFW4tkepax5+vwZi9BjcjhFrh7I0wJFgyqr/8uyrm4otLKmrEp6wYAiXKApKu9evyXc7kARaIYKiqTMI3IJtVWQVRG2MJBFQ7wKoZG0RcnxyRnnT8+JdlvqtsGyDDRVR5EKeVYQVwn4gjTNCcMdumyZDgfYGBi6iutYlGVF07Qfnlgr0CReLyAM7yirijqqUYRCUeTUTUOcJQRNRVtIdMdG0SPGkym+GaAqG5oadssIYRsstw+4vk2lgOlYnDw9Y7MO2W2uqcsW09Q4f3KK6zo8Jiuu3l+RxSlfvPgx52cnnBQazVVD3VbIssYzbNJaEm1DjAqixZp4l3D0/IznP/2MJMtZXD3QCDAcm0YBSUMta3bxltFoxJdffcVys2Y22ufLL7+mLGvyrGC93BJF3wGSy5srNMVE1Qx+9PnnUFcsN0tMRSMRkv3TGUYl2azWqI8apcg4OTrCcDU28xVplZJkKaZt0LSSJIwJXBfd1EG0NEiqskbVFLI8Q7V1NqsdaqqimgptA4phYJo2YVGiGRqabgJNR+3WoK1aatmQZQWKpmKYBmVRYhs6mmzoDQIc26QxTRRVpawakjQhL0pUITBMHccy0BRBlhk4io6maYi2QaGhKmuSOMY0DM6ePOFSGdFEDdvNjmpS4rkWpq5S1QpVWZCmGYoi6Q0CNqsd4/EQyzSIox2OMUQqAte2iJMdSMHscA/TMpFUZFlDVmWEux2OpTGcTCnrAs0wWK9D1kIhyjIW+Zp1cU/SO+a8KsiyFkNp+NlPP0MXDVkagiJZrzcoqoXnW8hWomomz5+ckBadR6tFkKdZR26fNQhNIWsbqqrCtnSgpZQNraKw20WcukN+8bOf83D/0AF73e77spwTPMfuZn6eA7XC3313SVX9V6Kg/7f00jTRccbCFXEcsbc3JnBVJnsDRpOAu/sUIQ1M00d1BFVZcXx6RNt20r79/UMWi0dSReA5NgPNRzMsqjRH03Us26Iquj/reCbjvRGqqZNkOYeHM3p5gBF3HzDbtJk/LtjfmyCbpmuVAPF2x/TwAE2oNGWJEJLPvviUf/j7r9AUQbjeMdobo+kqy9USRUj296cMez5pFhPuQgb9MXlesgkjNtsdlmlxe3VLnZbk84zZkcv+tEfTmqiJgiq7VoSkq0FCdIVLfmj1aShoqB/mUF0cXCiCRhGUqgRLpxI1UmlphOAPv/uarMjw+kMelhuCwZDJ8RGaafA4X2GZNh+dn2NaDv/hP/4n3r99z3R/xruLC5SmJQ8LnMClqiMqtUKzDd5cvuWLfYeg9wTHtvj1P/2BKEyZ7e+R5Rm6puK5Hju5ZbPZcH//gOd56IZJW5UotUTRNNIspSBHWi1FVVDLijSMqesKo1F4vLtDE4K9w2NmsymLh0XH3FPpSOlq9xEwbJu7xyWSlsDS6fk5tqnjBy5JmpPECbphsFisGAz7mLbP/eMcN+h1xGnRoqomVdOgGxYn5894d3dDLmv294/w+z02yy2qqtJ+IIJvtxGOdDHw0HVJpUt028B2XNYPa4TUUETNcBAwmUwp65a//Zu/5/bijp/95CdsdiG7qEDKJ3z62UdcvX5HFadoucQ3DVrVpC0/tDPbluXtHW+++w5vPOSbb79hu97g9XqYtsWr77+nPxmwvzfB8TyWjwW93oCb2zvyLOP4+JjBYMgP3/3AYrmizmuqLGXYHxGtlhTP0s5ebJkkuxhNkewfzmjinJubO/rVADNw2MQxeZKyf3hIW0i2ecigHyBbwTrdEFUpnnSRTd3tSJUlsmyQhoJq6OiOxmKzZDqbdJT7RtLKLriRJClZmGC6JlGd4hgm1Blt02DZVjcvi2LaukbWFW4QMAw8Ctl2B3JesFqtqOuSPE355KOPQNakSYRlGl2xMmyqskS3u9BMWVQYhsEgGNBWMevtmpmU3Q5jEDDoFxRFgmXZrFcZVVXg2B4CtUszygbD0PFcF8uxkG2NMLq9wDzNaeoKXVfRFcF4OqFqa7zAQyiCsmkZD3xcy+Tmds5tvmDz8JJyso9/cEAuJe8f59hFzhefPscwO0zawcFz5g8P5FlNlmWUZUGWFViuwtnpEV99/wZN1TFtB9EKoqiglVCUJXUYcjCb8eKjJ5RZRktLrGkYus63X3/Di89eMBwG9PouZZmwN+1T1xWW2cc0LN68fYdpuPiBz939PwPiRJFmbJoN768uuHh3jSI0DLXBcQw0oyOfq4pOWbSkeUnTVrx6/YrxaMhsPGK1XOD6DrVpc5VntLLG7VkM+z3eX9yguw5FUaCqCnWVkYRbxntTdM9GWB7aUkEKiaLpXF5dY5smWZpiWxqqqmAaZvfDTTKKJCe5faA3HqMpIYpUUFEo85JBf8B6t0DScngwoypy6sqgKgqGwxFJkrEKdyhC5dmT59xf3vP1P36Lo9qE4T17xyqG/Qxf8yGroZUfZlKgyq4IKaJr6ylSQRcqaqvQdQYFuqLiWA6aYfKwXdG6Kq3W0rQNf/u//SfWD2s+/fGnPC47u6dq2uRtxdnTp3w8POTi+5dkUU7gDpiMJgROQH86IM8yyijlu2+/YnwwZHg2RfMDHuUTRFugNhJDM8k2GY/9v8SK/45t2LmqHm7vODNNeq7H5599zjfffstoPGa73ZImHeFA0XSSNMGbDRlPJnzUf8Fy8cg2DLENg7xqcDSfL7/6muMw4ng6Y7VY0coO7Ns2LX7gUiguuWOjmxZJkbKLU54cjvE9izTLyPMS07A7SZveIoRKkle8fn/Ns/MznLbFcRzatkVVVFa7HWGas0oTNNtmG2es5iu0RiCNBk0oGIaGpupURYnv+yS7LZOjIZUoWK6W5EnJdDwiSROEgOV6B0Lh7mHFLs5pVYMf3l2yvF9xN7N5olWoUsFAIVmuELYNhkpr6PT6XfKuairC7RqhC6b7424PTYLQdHRFQWsVDmdHvH7zlr7Xx3Nht9p1rMjtGu2DTNAybExTJ9NsDN3C83z6gwAncPinX/8aoSiYfpegu48e8AIH09RZLdeMx2NoBbtthGU6HD89RRMahtTo7fepm5oszQl0i7ZuQUJWFSiKhhQag8mIfiChrVFUFVWDWgpkXSOkJMtS6rZG0rUDhdqpUoLRAM/32EURpmUSODau4xDGCYZlU+YV1sBkf2+P7W6FImtGQx9dESzm9xi+hWFYCKFgGw7Rh8+jripdyi1NidcPKP6Up0+fUlUJSRKRFQm6qpIXXVgjCAZoqk4Uxqia3iVUFaVrwWoCz3NJswQDDcPQaduWwajHdrkhy2LyqiIIfOoPGKt+4EDTkNcl6zzG0ky8/gDNMBGtAFkz3huSpFu22wWePUHVII4zXn3/hjTpBKKWZWG7PpZlE7g+/+F//zsGoz3Oz86xnJosy6nKksB2CByLF+cn9FyXKI354a5m1O+xXSrURcb+wYy2LXny9DPaJkNpa8LtjqZed4OFtpNtDob9P+qc/5MuUmGcg6UipEB8iKo5nsVo7KHpXbotz3LyoujSY7uie4qWEk1V6PcCWiSKIrBME9uxO8pvkRMEHkVRsNls+frmK0xNUFUFmqbhBR51G2NoB0xGfbIoJQgCLKPDLVV1haqr5Fn376ZRDG3L2B9QKAarxwXJNuLw6ADXMTF1ndneDMPSoG2wDAtNU9A0nSwr2CUx40E3MF1cvuLlb16SJAUnz/b46b/6jMlBH3s4IF2V8MFfJNoWAxVVEahC7ZJnQkWtVXShYYimk9Oh0NYtcZgQpitqS6FJJUmTUFU1YPDis885OD5kEUb8+IsvWG+3RFmGrODq7opX37zi4WLO0dkxEsl4todp61y8eUsZ5gyGfX76Zz9j/GyPyBsShR6/7C85sraoqo42MNjEx8h7k+XNA/3+gDKrSMKUwA9wHJ/R4xDVH1PlgvssIksLHFfH8abMnv2Iub+PTB+5fn2P5e6DZSFalTBvUAYKsXSJVRfbdmjKirqqqaoCv+9hYbKMQkajIclNRlpJ0rxi9MEHWNddeEIKldl0D0VRubi7oRQGj+uQz56c0tT1h1meQFF0knTD7PCYVlXJ4pw8LQhMB1M3EVXXWx0Nh2zCNUrdUtUF//3/8JdIVeP1qwtcx+H6+gbHsTg4nrHZbLl4f8Pzs+dEo5jJdMbL1SsWyw2Jm/Lq/jVTx6MCDNvg5PyYVhHdz6ltmB5MEYHO6Ok+m9WK2fEe+9N9fv/7L7F9D8/zefvqHXmccXt3j6noHD895+hwn8m4R1UWaCr0+z32xnvcXFyj6TpZnhNnGWVVYDQ6s8MZnuthuhrnZydsVyvS2zt002BqTknjlPFwxOPDAtqQ0aCP7we0WcXYG3PzeEtNTV6UCFVDcw1IMkrZIKSg7zn093psHhZUbUPTShoJ4gMzUyqCoig66LOqdJbhnkXbSm6ur7i7f8Q2TU73pwgFDM2lahrSMkEZKmi6imub9L0JgpqyLJntjfB8l7ZpKIuGNCsQQmDbFmmToekaBgaNZWDZNte3r5hOehhmJx6M06QrSqqGbARxmeFYHoZhc311T57njEcBQrToZqe0dzyPpmm64lBVHawgjQgGAeWHcwjZ4FgWrzcbwrxAd2yKrEUtG5SsoBUW5wcznh2OOdobMvQtfM+EtmK3XSMQnBwfYTs22zhivdny5u0llVQ4OT5hvtzx2z98iWq7ZF6FpRtI2bLbblg/3KMOAoJBj9l4yNiCwxcfoWkqcbhhF25wHI2Tw300YbLd7sjzDMM0aduSft/j9uafwTKv7bjUZUvbgqFbFEVFlmWkcYTj2piGRd2mGNIk2kUIKZlMR8RRyLt4x3Qyxum5FEWG33dREChqp5FGSrZpjFDg5PQIW+8SPTd3V5zbT7qIuGNxGhxzd3lNXlSEuzWKCPA9C8PQQFa0dYPruAQi4HxwyuU6YhD0EK2krUrCMCfcbZmd7FNVOQKJIiBPPxTWPKHv9TAUk7//299w980VbQKzvX3+L/+3f4N7YKGiskpSijagEVDkGabQUFUVVSjoqoqqKCB0tFZBEyqm0GgkJEnKfLkmyQoaTVBbkioCqQuWiw2maZPXBUmWcXh8wN7ejFI2eOqIpoR3r96jSgtZSd69ecdwb8Lxk1Pm8zl1XuN7PmVZkqQRZ/4T7nYhiqw4CBTU7ZyHx0dOTs5wdI+nP/oR5e17vvqHr/nln/+EtqyJw5gkSzD7E37NF5j+Azx5gikFw/EI13eJghHLsk9W7HFvf8LB/j7CtNhuInIy3ECjth1uxJhnQYayeNcBVbOC/iBANcyONt1cY2omWVERlRV5WdJKFV0xuF0/8vbmjsl0yWq1Zr2NGE5HuJZNUnQ3lMAPyOuKshWstxF930M1TaIw7kC7ikF0/pxttqKyA6ToWkylzDFEF7wYjCbc3czZrLZdy9lyaSvQhE5geZimQRml3Ly74PbdFcu7Ofk4w2hUAtfF102sg0OEoeIHPcJ37wgXW4SjsT8+4eyTp/SWA3a7kIubS4q2ZNLvXE/3d/eEq5BhMGJ5/8BF+44//1e/YDINPgguBZvNFkUzqZqcxftHBq6HUVRcv3lPb7+P5lrYroUQnettOj3g8WHR2WI9l/vrW5SmpcoKVss1ipDERYLaQN2W5GWK7TuUoiDahOztTXGsbq8trQq2uy1KrbDZ7nB8rzMblCU0dG4qoaLpBgCu42LYJrLufMNVVeFYFmkSkxdlN1+mIYwiSs3BsgycSudgcsJ41McwBPe399hWN9+yHIu2SbvwkaaCFHi+i67r3FzeMjUlnueT36bUjYOqaYRhRFV2N7rJZI/7mwce7xcoekf8UFWN+/tH5g/3nBztMx4NMUyNMAwpiqpTmSgapu3Q1BWW5VA3TbeHhIIiFB5WOx42G2qnZbfbUbhbnFYgBn2mgzHFekPbt4najKP9ZwhFoooWTZcMxx5+L2BQ9bpb+i7BtFwODiweFyvW2x1q2dJKiWXq7I0GTAc9wnDDuG9BU2BZBk1Z0O97SCmJk5jhYNDNpHWT1fyRKE6wXQtdVxCA7Rj0h/4fdc7/SRepx8cliZHSNipCUUFUqJrKZpvRSLUzUzYNWZZhWDrPnjzF9x3C1ZrF/J6qKegFUyptyNUmJJI7dNPBMA2ur65R3R6DwQAlEsTJlmfPnqNqLZPpEMUwYdtS5SlZnuI6HuOBj4pEyBbbMrE0lfQDJVuKltuHGzA8dKHQ81wGvYDR3oTp/hDX97i/32AoKrIFXe1QQQ93C0zVIalTlKilCAs0TSeYGRhDjUZV2Kx3bBZbXq41CjHF0lRm/gDZNshWYjkWTdWi6AaWsCCTaGbXTnz97h1JWlGIitYWGIZHllaURYFvuURVyONyjWrr7B3MSPKEw6NjdN3ln/7217z+5g2H4z0Cy6FsSoaDAVmacf9wx2y6x261QVW6eOFmtWS5ycEEqehUDay3EafnJqbt0LP3ubq854ev3mFhd7cMz0DYAnf/nNEk55fDDavllihMGOkr9FbDNU9pqhlHfEe1+wOnwSlarmE+LolWIaOBTWDbXHufk7WSnqrQtt1AvWpKvF5AvUypGsn+0Zjk9h7bcSjqTlYZpQXzXUJctlSbkGhXEMY1vbFOnBW8v7mFOsfzHCzLIlzHmJZDkVWk65DNaoupWkwGI+YSRqMRpinYRTGtBMu0OHJHFNGCyC7ZPzilrLo8pm6b7KIc09LRhUEeVlhaj5ure1y3zyefT3jT63OgjDE0jcViTUyLPQlANTHHLj41s5MZQpdosqauczbbBdeXNyiqSlOVVHnBn//lX7C6XhA9rBG9Ab3JENHUmKZJFGWEuwxFtMi24me/+Ak/tN+xvLrHVDU8w0LTNdAERZ1zc3XH4mHJYr4mzzPcOEW3NKazKToKmmp08fG2ZhhMeLy9RVEV+qM+Chr+aECLJGsqWiERpoqt2WwWax4v7snSktnhPn7P71plpo6hG1RN081xTJumbcmTHGjwHZPhsI8mdFzHZrMLcRoXSYuuaZyfnvJa10izBFNt0dQO56Mo0NKS5jma6iKEIM0z1qsNs+kUQ7dJ0oyBZnL3eM2NuOMXHz1jbxqwaFru75Ydid7QWa9TLt9d41guiiJJ4xpDVRiPJuxNJvR9C1XRcKwuyJAmOXGcoOs6F5eX2IbByekZaAphFJEVXap1vY3w/QDPtcG1qdqGsq5QhILv+fRtDVk2aKbJer3E8x0c3+TTvaf4vkfTtEgh0DQNRVERQmBaOvsHe6R5za6oOrOzqtLWNf3A5+zsAMcCw9LwpI0lNMoypKwatpstumngBwFx0lmyq6akbwagtLRNg+ua9P44ndSfdpGKdjHVccC3vU/ZtPuUZYGuKzy2fYxEwTIN9J5G60uquuKuCdAiBZQR5ukLdoHHxg+4SyRvFI26apGpgqaqtCcnZFVDmJVkSQJtxe3NJePJGCk7VltdVZi2TuC7pElKU2YoSDxnTFNVCMDQuys/rWQyGnC/LRnaHkezEXGY4tgRW1OhkjXxNmRvOiFLE0SrU9eC9f0KrQ3ZrRLi+ZamrrGHCk9/fMjN4o5mLqGlkw9qJrrmYKk2i+2G9WrN2ekJat2S5gWuaqIoCo7nMRo6XF7dkmQ56CqybRhNZ6yShKao6Bk2CDh7cs5g3KNqaoSqYLsdbf4Pv/uGPMk4PX3C1Q9vWN8/8OkXL4i2OzbZFtsyWW868Gie5GArHD0/wjEdbBnx+7lLU3xONn5OEQ95n49ZZgbz9hOSTz3+sRE0doM3CGj0lsA5IBOHlLFGVEW0hmSgDggcD7PyeDquGKhThv0Bq8WKoiyYzfbIwpQ8rfAtC13RUFQFTVNRGrBdu0PviIa8f8Z7c8KX2xjhjdg1AU4pCCuVh13EUu9jnju0EhhAWdXsHAvXVLGEgutr/KD2KbKaVNSUU9ilKTk5bU+i91XmlsOjPuIzf8HbZIHbm5HrGeu44JX+nItkhHIvCOOUUukhFIGougeWYpUzv3sk2SU4XkDTP8NxuqSqL4B1ysPjlkF/RJbGbG/uKYscwzU5+PiIkycnbNItVVvg93zcrYthGWiaStvWuLaB79rkts08ihkGfcLNFsc4pyyKTuJp62RxRllkSPqcvjgnS1JMS+fwyRHOvk8oE1QURvWA67d3ZGHOcNDDMDo2X1blxHlJvzdi6kwpWskuSmg1jbguyLYVlm5h2xJv1KMqSmQDsuxQSV7Qo9gV9INeN0uqa6BrsWNomFKjKKqucNh2F3AVLYZukOc1sm6pygbTEOi6RZTsiJOUMH/J7qM90iSjSCP8wEXQIDQVzTap0hKEymL1gKZZTGd7qAoEvYAefQYMuX28oJHdARz4DsU6Z72JURSNd9+/IS9Knj55jqXpOJZDlCb0B336gY+hKTzMl9QU+L1jmqbB8zyurm5I05xGCqpW4dWba7y+y2K55urmFqTG/t4+4+OnFM0USxxynXX0HN000JQERSjkWYnlmDw8rjm2bLbbHY1syMuS16/f8jgP0a0BqmJhCEkjG44O9onjAivJWVgmTVhTFhk3d9c8OZtgWB6u69CENWmZoVcFiq7j+gHv31/SCgWFFs81mU6HOI5JVeU0QqIqXTr7j3n9SRepnmnyb5QL3qcbehRotsZqueYgaLBooWgJw5CmLLF0naxt8ByLs+N9bF1hz5riayWWprOTKs/VLWEYs1osOD8952FxzyDZ0Igcz7UZDQdomoIiJFked7tWRUbPczANnaausE0D0zTo9/sUeclivugSQW0JquyWFuOKH338nK9fX9C2kseHOX6eMugF9PyArIiwbAcNnUlvxLe/+ZYqadA0wWDm8y/+7U+ZfrqHN+6zXi4Jtzsm4zFi53K9kpR1xc18jm3b7MqCXZrT83yCwKNdNyiGYBdGfPvDd3iDHnv7+1R1yeN2hVEJAtWlKko2YUhvMsDz3K71pUqef/SMsta4ev+ITFoatWVhmzw/OeLHLz7lZvNATIU/8vECjzcvL3Bsj2SXsFlvmR59xGS14ujhnzg4nOFPXKrynkD7Cb31S/76b/7vTDcZQ8+nP+lx6B1xvb1B7PbIvF9yWv4j22xDEqVoO51/8cs/x9QN9FLlV19+ha5pJFVCWdVdi8I12C22uJZD5dZouoGiKhiqhm07mJaGuX7E/+ofMc7P6ecphm4w8fsoUuOv0+d4eknlgZAqdVEhVEFetqhti9r8/1upJlI1aTSVuKw6tNYuQzM8+qOAx7sHVtuIg7HOzhpyW2pEiwyvf0g9aDHDOw4NhR8Za67aJQ+Pd/SDHn4QoNBiejrfJ9+SJCmePiCXJXqt4dougdB53Gxodhm7SiAUiVK16CWUWg7WAGlKZNnw97/+e54+/YTBaIDtPzAcDOn3eji6xavv3nLx8h1ZkjDuDVA08AyXu8U1/b0+luPQC3ZsbtZsHx+JdwVNVZO0NY/LJc/OB4iqhbZh73DMsD/h4e09YbTFdiwmoyGyqciUnIaWxXzBcr3FMEyCfkDZ1Di6yd7ePrqqkSc5P9xcM51MqZqc3WqHpdtM9/cp0xwpW2QrQbRkVYU/6lFnFQKFjC6hp5kGQc+hbmqKskTTVUxpMB1N6fd8st0WVTWxvB6PRY2m2yii4fZmjqpCmET0Rz0GvkOcVMyXOw4Pe0RhCLJG1bY0fsNyu+JhtaDdb7m8vkXKAqwhNRrDYILlhLy5+I5+sMeqKjg6PGQ8HqMq3T6XqdnYtkOR11xeXoOU+P6QJ0+eMV+syfKC+XzN//L/+t/Ye/KUKMvJy4rRaMzB7Lhrd4Yaw70TNtuCUgryBi43MUeBi6oauM6UOIrYvNvy7//6axzXpt/vE8YxZSXYRrf4vRGmkZMmKb2+j9ob4VgFvufgth5BEDDs92kbiNKCh8WGrekjVYtalmxWO+7u7lktl+yfHZA3BUrZoluCvhmg6aBpHmqsYNvmH3XO/0kXKUvVcYo1h2pKYQiyNCbZ3dHehTSGRFcU2u2GST/AVE3qqsRKQF/GnD49wK8EcrXEF33cymEsl0TzG5r7e3pTG9uuuHxYsSoLDg8+wzRNvJ5LmmbYjo1VmGiyW+Rs64bR4SFtU3F3dYVp6HiOi24YoKjQCGTTEgQ+1bbC8kySImGxXTPdHyPbFtu2qcoUXVcRQODb7H/xBUqicPX2msVmzeGTEeefHlI5CqJpOT48oBwOiBc7snCHbh+AsPGmYzRNZZnGTL0eQlG6OZGYkFUVd4839EcDnCBAR2F+M6dKCj46O8dUVdZ5yNHgnPHpFMUQuD2fKI4wdJs/fPklj7f3qK2CYeucnhwym0yIt1v29/fwTwaUSksSVkwPDlnePLJ9WPJ4+8B0dMJ6kTGsdijNhL7XzUPefvsG+7t/REsKLNdhu16gmg1STvAdjXURkqchgadg6X3keMRmviEPI9zxmO+/+Za2rvn5T3/Kr/7x1yh6SbjbIkWL6dodv082rDYLrKbqZjt1g6/bPF7dIzb39M/6eIGKrjSYVYUwXHy2zB7/Pck2RIkb+kGAoig0RcnJwYxmntAzFD72jujRQ1oml+2c8LZEe/OOg/0DPhk94U65Rgg49ws83YCxwuvwgnqtogUWe6pP3u5TPK7oaQrm/j6qUDE0jThNaIEXL57RlJAUOctoDbKlZ5mU8x193cbr20RliabqhHmKbhrkVcJms2YVLbACh8neHnESMpscMDvcIwlTfvjhJX2nhyzhdP+EZfVItNiRtzm//rvfECVr/sd/938AvQsWaJqC0yhohkvuBMx3C968vsA77NM/CGjriizMeP/dNbKEo/NTFKXCdxxWQJ7lFGFM4PoczU54eJyjajqqqaK2giIuwIAkTXj67ClSSK5vrokeVtia06ULHYtWtrR1g2YZ+J5NEPSImh1VWuBaNnXboCBJkoxR38dAYXA65eHtPWVScLvZdkVVdjPgKpAYzpg0jdisNkjZktUNmyJEO+8jVZ8wNwhKlawxONg7ZBtHbNSOaZmgUyk6SdXw6uKazdEp2yjlu5e/ZrveYukOjmEidYVdFtIsC04ODugFPpZh0DQlitJ9PbphsFptmEwOeJy/5uWrd8wXO25lny/9v2TgZ2iaRtLvcyMUClmSDPe4byasZUretNRWn9+pOm8anSLOcBuLJOnINtnoXzE7mLKxLUzH5HG+JowzdmFCUzS4PRcFBUVXqXoDDMXA0HV6wYA4Sfm7X/0TQb9HuAt5dzLArG6xsi2qrrLaxoymUxrZst5tCPoHVHXBarNg0O8hFAmie2D/Y15/0kWqqUps20RuEq6vrtnudshWEu0EzqTfLY/ZPnUFbV1BU2O7KkfH+4wnY6Iwpm0FmawIdwkEOgINz+l1ynOhsjebdamesuLly5d8/OITojji7PnHiGs6ECzQth2Ox7B0Zgf7FGWFUDNMy0LRbdpNS1U3NKJCN1QQgr2DPR4XKw5ODqmrqlt0o0ao0JYN8TLEG/dJwhRUhbzK6ekGw+GQRFRYlk7ddguDA9NmU9U0hcfQGZNWFXlZYHsek9kMUdU83D6Q6CnvN5ccDFz8QYCumqSPKw69Ce7Mx3Yc1rsNjmpyenLOVsYE/T60kp7tEW5Dvvz171nerNkbjjFsnaIoWCxXXF9f4T/0mKwPKVSFi5t7gtGAYNLnm+++55tv3vI0OEDTpxxPjyjSit0yY3Wfcv0mxHtzS2DaWH2HokxZhxsUreWnP/6cUHj8xytJ01R89NEz5rcr7n94z3X9nrOnT2mR/He//DNqXccNbAJpEUcx494Q7zwgDrfc1BVpXhJXGUN/QJLnOKVF3tSgKGDoXM/v6bkOs/EJYdWSVTWaYXaCRE9gGjpl3PmlsjjtZjytRtlKNruYt+9f4fbG3N49UJV192BkaHzy0XOKNOf27gZ13mA7LghBv+dTtA2DICAN+szklOvlHM+yqMoaU7PIZYYuFEzHJapiHh4fwOyAwUkeks/X+LJLbQaOQ5jHSEPhMVwRTAKenJwiDYHhmZRty2q9Qdd1Bv0em/UGTTPYrkN++P1LRkqPcpdjaipSkbS5JN0W3F8/snc+JQ4TVmHM4v0dm2WKYzlYrksma169fMvn/qcUacz6ZsvVdxcMhiNujVsmE4+760tkU/H86Rm7KGEy3OPm8h6Zlzi2zcP1I57u8u3rOW3bcPLRIVavExu++OwjNsOQy2/eEq63nAzPaTQQmkmrA5pKWZQkcULbtKhKi6opeL7HdruhbBoMoSClRNNVNpsNdZYyHQ0p6oa6yIiilP+PuUeW9WiUPcaTCYZjoaiCW1rm79ZE4hOC0CdPEwLhkzcuG72PMf0l2ujHiLLhP//2H7B9D9P+HH+1oqVlOBpyMj1gNhlTNhlhFjMeDzBNFc1QUHVJr++R5QmaYRBGMatFTNuYNK2GVA2kZmJ7+xzWW35UXNDKij11QuC7RFmIKFMO82u8FBZRROwd8j/Ntgw0eL98T/PQoqoW88c5vu/x85FKVsSIShA7JSLwuGHOl3/4Hsf2aGWLVAQPn/5bWiVA0VRsz6duGoTZoJgOZqCTVZKvX71Hj9Z4PY9+z+Lg7ITxbILn6iiGAqJGMS0U0yErc8pWUrX/DNp9cZxj7RL+6dd/oKwbhqMBUjY4rstsbx9NE2Rpyu3dLYHv0/f7jPoOw/4QTVfxey5hWHF3uaRqZ0z3jkE1efXDK26u7wl6AcNhQJZnNDRYrovrWiAbbq9vyAsH0zUZui5gcP/wQFEV5FkXSx1rOprSzXuqqu5so5bB4dEBhazxMg/dtTg6P2W1XhCXKT3XpqxKwnnI0fCQ61fXrJZLdlFEfxBQU3dsMqUkrBJMS2exXTHxA4Z7e7x/W7FZr1A0wXYVYusmD4sFnm4SDPqITMF1bFzXIwkTdENjNpnhnHhs1hsuLt+zC7dYgUO4WmAd9LAtk4f3t2zmWyopaMOcIoppe30MTcX2XIqyJgpTFo87fvvdnPsf/xtMc8SLF5+g2wZycMOuzLkePmElbf56YxNtE5qsps1dNsNT3PEDQ32B6hvkYUaRtuRh0j2Z1yGmMUGRClcXV+RZRjAMcCwLzdD4l//yr1jeP7BcbijLgipN6Pk9ep7PdG/MfVszUEZMhibiNqEVEpqarKzQbAvHtLh49x5Vg73zU+Zpxny9Q3hPmQzGkGdUdQtlhet4DNyAse/S5BlDzyWMUnytR141xPMFmmFwfHKE79ikWYowdOqmQKgSw7IZjsYcuDaaYbDZRaTSIKwbijKnTkts08SyPXa7EMd0qMuMTbRiPJpwcnhEmMbohoEa1eTVHG8wJiszqqLA7bl88Ys/Z55uQEjKqsZ1fLarmEa05HHKarng7bt3GJqF5zjYgcvyek10tcVEZZfEfPSjZ2Q0bPMt33z9PQ/LR4LRkP5oSho2NCIkiWNcz8UODGzPpskq7t4/UO4qLGGiVgqT0YT9mY+uSeqqYW86Y38K15f3PLy/JktywvkagULcttRS4nsuvWBAVVZsNzsG/QHWBxdcKyWe75MrFULXOuq3rmIqBqlhkiRRt/ulqygKeL6DaZiUeU1T1xhG5yNTFIXTkzPOn53z/cs3rH79/8bQTVAUdtsdtuty9tFHnJzNePXNN+RvHujrBoqQPN7fYkx6OD0D9cf/Z5z5N5j5Bh1J4lr4k33WeUVaVXimiY4KKri+h4glaht3UGK1BeqOnClAM3Rcr4euW7x9dctmmeMNR+iaTS1jihbC7Y5tGeHYOsvVCtFKTNNAlg2Pd4/khs/h3h5Jbw+qO46PnpLFIVfXd2RZxWgUUNcFtiMZjnpc3dxxPNtH0V0eHx5wXROBpMgL8qKjdaCGXGpDlu6PMAYahqZwBVR1y8Y6RKg++XqFaRsc7I+o+yOuvTFtW1InBaoAozLQMo26qtgVLX9lP/5R5/yfdJG6na+5X0ckRYnruAwGA3Rdo64yqjonTjLKssK0bAzDII1Tos2CvEqZzoYslhuuL+dcFh67ocL/9/4dSRyjqSqDnosQEik7KKSuW0zGI6SUDAZ93lzcoJgCQ9M6pYDQOula1WA7Dk0jkYpOK8CyXFTdoKm6N9y0NOIop24LeoMeaRaRFjG2aYAicB0H21NwNAehlYyHQ7Is45PPn9NYBY5uE8c7JofTDn+UFDiajonONl5wubzG7vkoqkpeFp0Izu7YaEZjsN/fxxEti7tHarUg02yiKOOH774jjGIMSydeLzA2Dr2Byv13D/zwT9/gax6e28dXHOTeAY7jkSQ5ed1QZwU1OpqmYwz2GKsF/2q05fPjMQU1f/vdrwgcm+OJxw+RSW/xv4NUebzasrrYEf7o/0plDSlW17RZRjTfUBc5X/39t1iOgZhNkW1HpA4GQxzX5eTolKZq2IVrpr0Riq7g9VxG/T6ZZSKqBts2cCyTuixp9Jrp4Yy6uCPdZQSWR1M3OEHAyWnNd6/eYw06qaBmaDi6iYZCnRbQgpAKw96QNq9wNB3f6m5hRVWy3G5IqoLnzz5iG2ckaY5UBeN+j6DnYQsF6VqMpwPCMEbRNYTS+aksw6RNW9ChKErqsiLdxTRtRH84xHVtNG3AH778EhpYLdY0rWR6MmF1f4cmNSoh0T2bsq3Jmwo0QTBwqST87ve/R1FU4jRlOBrwf/yf/gca0VLWJW9fvaPOGrRAwXFtYrEhbwusgcNHf/aCh/WcwfkEQ9fZbpdEu5g4LUlpEL7J4WxEf9xDNTVMW6fOC7JdwdHkCK+2uXp7SbGJGL04IoqW+LaFpapsthGXLy+IVxGT0YS2brrdJilImxqhCh7uHhGmQlWVLLIldd4QBD7roqISDYrWkRiEUFAKiOItomwxVKMj+TeSKs87J5ZuoDmSWhfEVYgf+OS6zjoOqd++YxdueXb+pAuJAON+n20Ysd2suLt6x/XFJYbmYdqStmkwNYPpdIroaRSOTVXk+KqCriosixKRFTStpKhbBq7FrD9kt42YL1csb29p2grtxTGqAoNegK5pHTKpEihCI45CHuYb3r27ZTDZ42G1ppIKy3TNLlO4Tx/YG/epTJ0iyxBAMRkysB1u113ar++7HBoTLEPDsgx810NTbfzAYRfN8XyL07MjHNtC0XV2cYGhtdR1TttqFHnZpTDrBqvKmb39j2jpiulkgm1qSFljWA6/qUqKl/+RanHH4fGMz0cnPJFjnjsnRMkKb2BhGRpZmqMogijZIRRwlX8G+vh1nKGoFY7tYtsWvcBnf39CGK5RdRUTE003MC2JbNrOJLtbk9WSbVizWkWEYUntaKiaQZN0C4OTwZjhtIeqSvqDPqatoakqAsHt7T2z2RTLthASsjRBaVv6gwDTdDBMi8fFgjAKMSwbVddI8oKqbnj3/j2nH79A8zVQJJZpMBsNmW/WGIbO3t4YU+mwRnYvwKgNpCF58fFHPHlyTt6mxE3Dq69eMj7oU0ctZZrx5d/8gdOzE9KxS1Y2CN0gKyr29veo8pLtNsTQFHpBD8VQaZSGbRIynI1ZzZe8fnmBrdsUVcN0f0Z/7PPy5nsycvqmglEa+E6ffu3w/ZevuJnPmZwdkSUZi8c1RVqhKSpZUdOWDRKBoSucPdvHtGA1X7Dd3tHzD0nTDZ5zyvPn5yjSwtOWiPI979oKISAPU9I6xhIGw+mMtEn49tfvmP3EZvjRAKPWWdw/UrYVh4dHBK5H0UjSIsZyTbaLhL3JhCzP2SyWpHHEUmmoqxxhSLIsQZENXt9HKQRlWlJXFb3xgI9UjdUuQlQtmqGhCA2koGkEWg2+ZeKaFnleoUmBZ5pQmEDN8+dP0EwNw7BIss4vlBUVhqrSVhWK6+G6JlVRIKWgKkosx8Z2XJarLXmpETc5qqqjoOBYDsvVmuXikbrp47oee3tTZCNwNIO3P7xFLBOcVsHUNKIswbZ83IMpNjWr1SOpKDn5+BnT/Rlf/+EbDo5O2K1Sbt/ccvD8kLIoMB2TnudAKfF9i4Of/YiLd+85ON3D6Bns9aZs04RoE5OVBaZhoqsWTROTA4PZgPOzE9qmIcliwqjAVM2OJpBJNHlNeLugr/2Uo7MzHMfj5nLB3cUdy7sFooQqrXAclySOQQXDcxCGoK4byizvkquqzuLxAd/p437yE7b+gKoq0RUVgUJDi7ACSlEgbUFOi2mb6KZG1LSEjYZmBsRlTmLCsM3Y39/Dc21My2L/YJ9wu2W7yvF9n7aFsi5p6ooyKWhrgWoq2JZGXUHdKGyiLYbtEsYRVltTNlUHyhUqqqJh6CaGapKlBT+s3lEWJZPRiMVqST9w2a23BPtTDMOgKhrevL6g1+/x7uKRb75/TZlLSkXlfrUkTnOkMJjuDzGcIf1tgGPZFHWJEC2jfh9N03EMg3HfRJ+ckuk+zfQjvt9t2NoHxIMeitBxDib0tE/YukOK1CRSp6RphmYPiYc5K2OLYboURgNCJbcGIARVltOEBakRg60zHgXkSUZchBhNjWvoeIbG5uGW0KwoJwF918Q2VRQBJRV5XOAYHffPNv4ZFKm8brE0Hcs0oG24v72izLYEPRdNNVA1gSJVHMdksVhSNgLTHSJUj03YEKcNaVogXIVBv8fQDNhtG0BSpBlFGeM6Go5tUtU1ZV3i9zwMw6A/0PBKF6VU6Pk+mtIhY4oyZxtFrMMtTuBT1hV1I1G0A4bTGYvlkhUxraFi2RZpGJGGIaO9Mbqi4Ac+2S5D1IK2lqhCJQ23SCHZbNYMZn3C1YZfffMPDGd76K3AKQLqUOVyd4+hD5kNDqiFZDjs01Q1V0nCfLdBqgpJk9DYLf7AJ0sLbhb3bOId6sCkNx0gVMnoeMwXR18QiRrNVHD0AV8mCVevL3DcgH7QZ+h61LJBV6FWBIqmklUZspFUVcrZ8QzbTbl5vGOzW3F8us/PfvkTItHnzeWGdbUjTRckdcnskxn9pgfFhqot0RQV1/Y6rXVbMV8sSZ0RjXqLWWyY7I/ZhDtev3rN5599ShSnfP32PdPJhLrtJI/b9Yq6qiklpLmCoqkIReL7DvVWw1RNmrbudOSlJEGgahqDQQ9F11GliqoZyLql2Mbs7e/hmSbJLqTKCgLfBAmWbeLYPscnB0RxRJ43+K6LbFvyNKcqCrZVQZnn3NzkHB8eksQRddtSNg1ZWRPGKYXUKdoSxdGYzmaUdU2/3ycvMjRF4f7+hsfHRzw3oN8fcHJ4SBUVpGVJK1ts26FGoiuCNElQLYvzz59xcXmJFzj85OefMx7N+Lv//Ct+9au/59+d/juauqFpakzfwOs53L+7oapKWr0iDHfcvbqiMAtOPz7DELC8XeL4PrblEOcFiJb3lxcgO2eY73ss5nN6ns/d9R3ROsL1XNqi5urlW370xTNUrUaVCu/fXJJvc2zDIUsy0iQFTUFRBWXc4o0DoiQhLwo810fT9W759egZi8M/Q0kf2a43IAWu7XT7XmWDsEDTFOq6pgSQLbptongWTSt5uH9EP3yCCEw+65c4nsnr168p8oLVZoVKxcFsRJIVpEVKluQICa7jdKZvVaArOmmp4I/6JEpFWeYYz/6KdRpRmCaRtiSxAhT3kJvRF4imwRwbaIrG11aP9aFLczDl+/6QK0yUB40wTLicB4glpJmB0vspsg9Zv8ByHETTEscppTuh9ceE6T7LsiAtMmRTM/FHPNiHREWF5Ws8OCeotcH3qx1NZZNJQajqFEXNet0Q9Fyy3MGQCmXlUNY6N1f36NaUwy/+BYtlSJFkNK1CZQUM775ExhFlLVmudrRtTZakSKGSBjmWovLJJx8xnfVwzYb9wzFSiM5RptYYqkY/6BEpGVVV4lgmtv3PQHpYmQGG5SIQOJ7O06dHeK6O6zk0TUmcFgg0atlyH+UkFRwcHFMKiKOEuNFQ9C7DXzsWpA2e6+DaJpZlMp32ODqZYRo6cRyjmeYHHXu3m6GoKpreScaqqqVqa4RQGQ6H3YBRSoqipKxaGh2GkxHZYklZ1/jjAVkuyDc79A8tn6qsiJMMmoailmSbkNXjmqIoOD4+okortvMQx3c5DE6JFglZmvHzX/yUt3dvWcmcvGfxbn1BfzRAUpPECVVbYxga0hCUScM2T9Ack1YXjA/30VQLKkGYx6x3a+6Tez7+8TNmp4fkSsvVu2sur69xdZeoLLBci55tEfR9DCTfrt7Qn84YfXrG9fsb1qLibn7FatTijBzWu5rzJ8cMRgHrecViseJcSXEtH38aQKti7SwitWWwP6Qua3bLiDAMURyN0WwPTbdYrGIWaYTn9yjTmtjIuHhzSSsleZojFJWDvX3urh8o0ozTszPibUTT1NiujaGZGIbOYDKiSGtq0aUoq7KgaTtFiSoU2hbSLEetW/ImZRT0MBTBarHAECquYWGoGmVWIKkZHcyo65rtdstmEyNbhaqpKcsUXZ+RpQmaqpAVOXESsTebcXl1zcP9kot//D3jvSnNXo9WkaiWQRbHrDYLTNsm6Hlousbh0QGb7Zow3lEmFXEUEW9THMdmdnCArnWzijzJUZSaz/7qZ9SWwDQ1bNdidjRhNj3kcfnA6n7Bu4t3NKJiNOjTtAVJ2dKbjYm2KS+ef8G3v/uauz98ydNPjiGv2Dyuubm8YetvsWwHXTfQPIfpdIJh6Nze3tHzA5qqwTYtCllxcnLC++Idlm3yfr5hb5lyZvgsbhbs5htGQR/f7xPnGVVT4fo+Xs9jt92iKxq2a6IaCqZlsFqvaJsaKcDcvOc8eYNj2CR5jozAtiyiXUQephzM9onDiCjc0cqW4+dnbK/WpGnJaVkznDpU7lM2m1e8fPnAetMFSaqmxPFseqMeal7w/cUleZKiqILJdIjv++R5QhxleL2Ayd4Uq01x6kt8+5zH3RxRCfYoiLYh5egEO11jGwaBqUOVo2wTPpn1eHY+7m5ldU0U79i9v2FiWtw9LLh4fYHnOZyfH3K+v0cr4fXbK5pdSJHmZGnOatkxSOssw9RVDixJbuu4xYZxk3P48gdcGTMZaMz29/F7PX7z8ivW65jzs2OKx4RPjI+Y7g3YpivCcIu3uefZR59wV4T8r7/6W6xaBdVC9mb0rr+kTBNURUcIjaZpuX3YoKgKykBlMh0SBCqu3XK0N6apCrbrFYuHGz755Jzx4Zj5vLMlm7pJksZo6j8DCvrjyZ+jW86Hgyan6J3ieRaqpqBqCrUricKUqq6Inh6SpDlLrVuureySdk8loGDSPpBnGbQS23Y7CaAiCOOQ5VwwGnfb761sMUwTFYPdfEksa/6D+gl61CGGhOgIF0VVI4VCi0BzTZarFRdiwE71iO2ARpuhpxarPAEqTM9GyQSG1FFLDUUK2rohqWPWVccUHLQ97nSdwPExdINEi4lEyOB4wEZM+L5qsI+OmfKIXmuoukLTtkz2Z9RFRZmnRHlORcsy2iJrA8uw8cc9FKFx+fqKqqzwez1uHq5Bv6CooVTg9t0dluKQ5hXb5T3jwRBVKJiKwi9+/ILnZ6e8vbolyRKGYx1rMMQ4nGIa99imyicfn+G6Dm1doOkGvf4AtTCo2ob7mwVtJdhoRyhIDM8hXq7JRYs76eH0bMxPf0F08DlIn/dzi63wsKcWwlC4KuHh/hHHOeX7ewsv9HDMH3PnjrgrPJyBTZgknDVvUFSFzWrNwDaoNUlTSzTboEXSIBFtS0v3vkXbCNf1MB0NtWlpy4ae66EJDUvVGA8HGJpCHG07LcMip+3+l4Bo2Nvr8dHzc2SrcXd3g2ntMRqPKKsaw+yo+abhcXV1y/zuAdU9ogl87u7vyauMJE2oZUuUhAS9AE916PUD4pt7oiailjW6o6Naeof8SSvaLKfMC/onUyqzczntTcf0x33QBVG85uMXTzF//Bl1XRGmHdE6jCPmj0sasyXXcryxy/7JjN18x2gwwVQtyrikLWvaRn5wcqkURUOapMxmM1bzFau7R5CC8WDMdDBC13XOnz8hSiLyuuZXv/2Wv/7rvyPJSjTfRUqD1W6Lbhm4fsBqsSAuUlzLpMkL/J5HJDOKrMJUTKShglTQFAVF0zA9i8FsQpVnhFGE33OwTY3tdkOW59h9D8d3GY76LNcrVE2nb1ksF0vmmxq3vqY/HlJ10il022R5d8tX33yNVHSiOCEPEwzdQIqWXbhDVQQtLaqms3h8xJ/2MfQWsbpAWT2gqhr1NqPdxOjjM3a9UyIEoWLi9iw822Lr2nyb6UTzHVKobLYNwjhivd6StSOq0z7auId2vs9DWWPZDj3/mOx+TljrZMLhdrfmMVGQ+LiqRVnYzJycw/KB8/EQ3ewRJQ1HR/v4vs9iERJuY6bjKYE35IeXdywfd1R5iRQ1VU0nLD094PjJGQ+LFf/73/z+/0fef/RalqVpmtiz99paHS2uNG1u5u4RkRkiMyurskB2Ngog2E2CIPgf+Ms44ag4aJJoNCoTVV1ZKUK6NDd17cqjzz5b68XBcfSUMQ2kzQwwwITD17fX+t73ebCd49Nc27YIVeB5Lqoq0IRGVeZkeYIuVL54+Yhzt6TrCp4+OiONDtxcX2EaOtE+oew13N0sUIV2BB63kndvP/1R5/yf9JB68unv0TSdpqwpi4if9/+MiQwwTMHp+ZyyUnj3cE2c5oRJwWZ3IPADVNVgt97QGg6Lx3+NUh6J4JpuU5Q1Ci2WLVDUlqKsWK1WR2x9XSPU447BNgz+h/pr4qKj1xuiCg3dMJES8rIhr1uyuqWpJR/3N0SuzjBccNYb8Ff6garteOgigkEPX7foxFE5EAz6pFHCNtsimo5Gq6njmnZbM0Uy9sdojcbVw0eizYa/efLvef/+BybLt/z1T1R2mxu8cf/o58kyqqahyDJO53PaIqNJ2qMV2DYIDzFFmuMKB6/nsbpfo2JiCZ/rd0v2y4RDmSJrha5UiLcRpqYzHQ5wbYemaKmzhrPJhP1yQ6Cp/OzpE26Fx6+lSWZO0awAVVcJk5z1ekvrniPNHqL/kjgpyGyDdRiyMyUToZIUOUVbo5gaDR1JnbGULuPddziTn2ONhtRtg5CgK0emmR1UCF1HM3SyokFoLW5vQFLk6LbgIIb8Qfk5WtfA1T/Qn5sEvkddd7T1cQHf1DVIecQldRJF6LRNiyYETV6jOQ5NVaMoCocsQ9AxHQ2pyiNZJE5LEEfH2OnpmCfPzsnzmsVtiGmaR/yOaRCF0dGQrKjouuCzz16Q5hn/dH+L658cdRSiZeTadF2HJjR832UwGVK2NfsoZDqYMR/PUSrYLrboHXiaRub1ycuC2la5vrql1RqePj0/gj1VA1XpmMxH7DZ7bMdGaAoPN/dowuDm4zW9UZ+nL7/k5t0dmqnS73t8+viJxWLBYZcg0LBNhzzP2aw2GK5L09U4ls2wP8BSNdq6JXADlE6itzAdDsjyhAYVqRoU0qBRYXIxZbPas98esKRNoyu0uooUKoc0wZIWZt8nOcRstyHPLi+RCqzSlEoLqIEChYf7e6grep7LxZNLZNdx++4GeegYjPoYpslmu2fQPwr3Bv0haazSc33Yw5vvfkB2ktFkzK/+4hf8Ni9Zr9aUtUIZ56iqelSC1AWKUEHVkUiKsmB3t8evUvqzPqZlInSB0knSJEVrGk4//h2urmGZJpP+mEEQ4OUGUxGg1fD9uw+EcQ5RhucHtJ9umVoWhhD8xdkXfNmDr7/6hsFgzHg04evqBxb6hO8iwSz5mjRL6Q96fH7xnNuP/8J45aC0Ff3eOXVX09MCXr9+RV1XfPvNDxiGgapKbu+u6TpJ1yqE+5RgYOM6Lq1sWa0esH2f2dzlb//2l9SlzUMBiqqg6TpCaJRliZSSqmk5mU2pL86hfI83tHAcj/lkQmQKdts1fb/H737zNVFYcndzy2Q+oSwabM9hvdr/Uef8n/SQGgYeTQfrKMY2TOqyOVINJh6qPO6V1sslXjBENi2yqUF2pEkIXXs0tGqCrpLUHSw2e/a7NbPJgJOLKarSHI21nUpdd3RVQT/oo1gGdVORbh4Y9fsEokARGnQNluUQVSWiq5B1xXIXct63eN/WBKIiMBXcOsY1FJAtUsb0FBUv8JCaymp7hyYV+nZLlaeoSompqyyXC1rZYQxNbNNm4moMOo+e0vHh97/FGEjaeEtdVwijh2d7rFYrulZCC1lakHctVdMSlQVFmeAoJqZhUxUty82GOEsZjicEgU/XdETLCMXQmU/nuJ7PdrQm3O9QFEmSpJiaIEkEPb/H0O+x3WxI9zHToc5ntstD2uNjVWP1LJrWosEnOphcl70jQLOwOdQ6Xf8UzTrB3fwawzHo60P22x1lUfD8+Qs2J1Nm9Vvm0f9yTPAFDpZtYrk2292eodHQH4zIk4Qw3DLRJ/THY3a7A/vVG1rjjBqTWfEBW425u95iPX9GmRdsNns82/nfRJGdlFRNg67rVA20HTR1y2a1xjJNFNMiSRNoa/QfqRWyg65TaJuO4WDEaDLAtFTSrKKqc1A6mvYYMxaayv4QkSc5p2cnSBr6fZ9n3pyVJpFIHNdDtw2ub645nU5AhySL6WiZzmeoHdQcVQeGIWh3KaKBsoup4ozsUJDsJNMvz7Atm9vNAitTGf1IfJDUJEnJo0dP2Sx2XH33jtX1mp989gWT+Yz16kBv6nNY7JErhTTJqMqGtm6PcGLV5G6f8JPHz3F6DkWeYuhH3XpbNhia4LDZs1+umV2c0nMcSqWjbTsYDthsd6RFhmrCYBwgdYNagDfpI6WkbRtaReHh/oEiKzAMnTA+uoeaQZ/ecIgSL/E8k6dPXlKVFZ/eX7FcLjF1nd7kmDZsu440iXH9HrquITXBer2j00fohoFmmRi6yXa9RdcMskNG20IWFzStimyPPSEUUIXAsI0jh1OVNE3JYDRk9vSMSjaE4Y6eGyCkYNWsUKSCoRnkWUpXt3y/+B5daPi2wX/4239HVXT4wZjffPPPpEVJv2hp2o55z2UyCqDJkVWDpapsHu4QbUeZRhAMQAFLVzEDj75n03N15HyAKRSGwynnj+dstxuyXFJWBUWRI2XD+eWE6XTO4RAzKvpoukHdZJR1wWA8pmkLOlpk1/Dqs0t0w+E//sd/pKinRwtzW7Pb76nLEqHrzGYznj0545umJMtSRoNTDKPkEK3RdINP1/fca3vefljw4eOGUeDz+OkLOqWlLjua7l9BmTevK/KkQBMCoes8rCOemDPiQ80P339ivdmz2WzoDfrMpgOatiGK9rTdUbNtOzZwPGCKsiSME1zP4/zyEsu0EGpz3G3FGUFgoBkmddXRdS1t0zLsj6ibo7FUFS1NW+D8SDaWSsPhEEPXIeuWVjYM+gMQKpamo5oGSdOwi1OeTC+QqkJvOOT67hY/8FGEABTWux3U0DsZousmFS1qXpFHCT//yU/JygqhaTx9+pjtekfW1biXPnlecn11w2A0wlZUrq9ukJZOygkYGnVTcbO4YzqYIBqVupTYhsPd/T390ZAnX7zm4e4BqUrmZ6d4nktv5hPuBpidiq6qlFmBjGLSOGE86OP7Lqqi4Csdf1N9RBcGrVBoO0E3VLm7ueE3368pHv/fWVmvKShI2xxQOc/e8rgnub9aE+4iXNtmOB4wm43Y0FDnEX09Y+B7TOca4+mAVnZ8qHKW6zXdfo/RtEztFqOsaHcHujBiqGoY1hxhm/irgqhpWC9WCEVHth0f3n9kMplwdnqKZdq0ssVxHXZRSN2oSBRaqdDzPDTDoGsaVAUm4zH9Xp8szTgcYpq2o5UNvhcQHSJMS2E46PPx7QN5UR7VGVKiGyazaY+VXGLaOl7gcL9Y8inaMf/lU4ZaQFIWJFmEagjiPKFTWjS3xzYKyeMUxzDpDYcUHAkFCtAUJa4fIIXArDIO23tIcjxd42w6JTpERzxVntLv96mrlru7Bz6+/4SrOJCq/Kf/+F94+pNnbNOU4RczVDNHs220umM888jyhvVqi6poNEVLkTYYVoPjOehCRVVVPCcgO2RkRY5pOSiojPp9Kmo6Cav1Btk2VLXKZD6hGzcc4pyiKillg66qqKZ+HA6twnw2IyszbNdF03UaKYi2a2wKBqbEMwWLMGW/2xF4A1rLxLFMhABhCKIwx5UdSZqwP4THD0OhUNY1reyQEqqy4ofv3nB/c0vgexiaTddUCF1DVRTaqqJtWypFwXQsLM+hKSQnj884eXTO1d3xqdwKbKJdRPUj8aJtO8qqpiob8qSgrVu6gcdyuaFpO5aHFGE5NEXJIUkJHIfRwOf1ZxeYmiDcbGmbGiEljm4w6g34/v6e/vmXeKFJGO6pcyizmMePznBdk4vLU4SAMIImrlktF1RVycuXTxmOJygodN0J603EbncgcH0MqyEIbHTDpaOhqGpUKUniiOvbG+rxM1AUyqqiqmoU9biP323X/DZcsv9yzGNPR3FsLM8mVxUWtzu+vdqQF5Kbmy3z8YTR6RjF7oNsWG43ZK34o875P+khdQgjdKGjC4GqaajCYLtP+HS1xfFtdF0l8Dx26xUvX73m5OSMf/7nX9N2YNseRr/PjWEgUSjrBkM3OJlPUVWFNE7Q9Q4pFYRqUzewC7eE2z0n8zmz6ZimbY8xZUUcZWiOSZ4XZGXJdrsnThM8x2M8HNBvB3yrWORVR6xa5HHNIfNRHJ1D8+ToTpIDPtbP8JqAvMzJ24z29Jw6LWmKBtd0UVUVpWrRHz1FTJ7y4fqG1av/nqWUHHYJpmfz/UcXofcohv+Wb5OMtqpRJUxGJ9SlSbL7Dt80CJwe23VIHRWY4ngAF3WBGbj0zmYkVIS7LXfre8zQxHe943Nm0+D6Aa7nE2637MI9bdMwmw6PNzdFRaFG72AoArK0o9AUJr0xfl/yl+6CP9euadqOd4dr/kX5ghf1t1ieRjEaEW5j0iSFruPbb96wfzGn2i5ozIq2K7Fdna6raRVwXY9L0yJJs2PA5OyMtmnYbCJG4xFZkoMCTduQFRllXeO5PnGUUuY1hm6iazq25WA4Joco4fx0SFTm9EwLTTcRQicIArquJS0LhuMh4/mM9cOC6BDjeQG+7bPfrinKhtV6wXQy4fr6jt1+z8XlI1QFyrphu97h2i6qpmDZOl5vTlxmJMslnWzw+g7vv7mioWU4GSObmt64TydhPBmzblr6QR/XtkmyFF+18TyXugFZtSx2IbvkgGtZxLcbPv32Dc//4id4tktTtyjd8X/56w/X3C63fPvtB/7tF7/gZHLC//r3/8j7b64Qpka2iLA9C78fMJiMScKcvDh+hK1Xe7Kk5pvff4szMvnVv/sZRZVTtzm6EGRFhhd4xPuUoqqJHhagSEzTpMsrLCkwW5PdxwXOtI8/6tPuQ5LNBs31cAP7KAIsFTq1w7BMoGO32XHoOhKtY9XecjrtE+oRXdvhOg5FkSM0QdsJhsPeka3ZtMRJQtVU5EVO4AZYnsNBkaRJRp4V0IKuCgLXo+f3yLKMcX9ESUWeF1RFRd00SE3F0XVkfYzuD6dDbNfi5GROtU/48PY92+UWpYZSqXhYLHFNg7Zs0QyLVtakWcm7D5/YRSFxI7H9HpPZlMP+gJTtkWiS13iBxXg2BSlpihopO87O53wxMDh4c/7do7/k44cP7DZL6ipDUQJGwz660Nju1tR1TeC5NFVDXTUEPY+qKEA5GrvbtiCOQyQ25xcXzGZT4mRP3TS4ts3d/ZI4bukUHV036LqOsigwTRshBHVdYdkGpiYYyZT/xgV/+JeEIHCp6oai0NkO/j1F2dIEHalns1QEbxY+tmORVAH77l+BqkNoGopyVMinuxzbshiPLvHdPqrWMJ4EtE1FmkaUWYplmsymQ6bTM4q85C46dlaKsqTSWw5hhJAtjnnB4GRI19a0jWS5WZNnBbqp01QlhqFh2xZtI8nLgqZp6DqJqhns1js00z5abzuV5cOS3WLBX18W3DiP2DSSL7qYqMp4u7hh+uKUnwcTdu0evUtY3v4Lz/wXbLIQNI7a6XyLZgtEsYOq5eHtFf/d3/wNXrvEahacqjGHOGKbxawfQh799DNmkxlZXvBx85E2K5lPpoyExVl2T3k4EJcljmohOzC749NIlMZ01CSHiHdv3gCS/XpHVzf4rk+yi1ittwwGfWzTpEpipNIhDY24rjCiFBVwbRPbNWkkpGmErpuIlSTo2bx+8Ypvoop8eUV4iDgP4WU3oAABAABJREFUhnzAgLBmuVxQZg1nJzPC7QFN0bg4u6T2+xiZg+8JvvjyFZ999pRP1+9ZbtacnZ1T1jWbzQOgoBnQArZnUqQ1miFomoYoD3lkW0wnc8LFjnQdIw0VXRPUdctqvWc4C1BVqOoaXVcp84qqrI4JJk1gKBpxdGA4myB1hbrr0B0b23eJD3uyIufdu4+0bc7hkBAdElDg7HxGi3K83SkdaZ7x5MkFruuQlxWqEFRNS1UW2L7Fo2cXfLy5Jox3XJxfoDkmmtBI85wgCJAtvP/mDa7tEcYl9TKiy45qhmgfs1pt8CZD2hQwD7TmO8y+jmZaxFmObMFUdT5/+pJikfHu27eYhs3A69MWLYoUPLy7J69yzn/6JbVhousmG6nDvqaodbTeHMWzKKyORHhonspitWa3SVEaHdMw2SkVeSMwbQfTcdiHB5JSw3DmaEKnzRR2O4mr66SVDgTUuYp0PNAEVAryx27W3ad7iqJGnQwQuobr91ist3SHENOwj/ZsGhS1Q9MFkgbPN1F1g5ub+yPfTwlomo5OhbpuqKsK2hahqPiey+WjCzbbPUVZYNs2pm2gGzqxSLCC4887VcXveUcPXVOy2++5+fiJ+6s7NncbPMfH73t0XUtdFtRNiwRs3eQQxXiTAd2Pry12VR3XELXkdD6h5xztv22jEMc5eZaRRBGH8EB/1GNozPB9l1WWcx9dc3F2wpefPSOKQ1S1Oz71q+DYOnkmUBB0XUfXNUfIr2XjeC6DXp9P1wtc12I0HNJ1Hev1GkVIuq7Fdz0enT/mv/3mD0fqv6rgeDa20gcUmqbDcb0fS8gt7e4NF/k18WHHfh9S1yqqVLCTBrVSMCydwNXp2/A4P8MwBHGc4u7CP+qc/5MeUlmSMD855ac/+Qm93oBev8fDp2s+vv+Bn/3sJcOBS1kkuLZ2LN+qLRenc0zjuIMYCAcNja4DBYU4itFU6IAwjFDk8XDKshKh6QRBH9+zSNOEKNxhGDZ0DbZpIjSdvG7IihxH6Aih4/s+X//mD7iWzslwxMApaVDYvfkdJ5cXbEkZqznp+g1Tt8ebD98zUDK2b3/L/PEFilAJdwusJkNtQKY1Mq54bCtc2pK7m7cEVY6l1NhKjWsqGG2HW4VEV1s0TcdNNjRphetoKEqFlcQkeUsRZpiGQj8YQNOxTw4UWYEVWCw+3KAYGufnF4hCEoURmlRxPZfAd6nrgo+313ieh6HrtAoc8gzTd5n0BxRtxTpOMOmwLR3HrBGaTlu1aKbBbDbi56c/4fbmFqXRsBMVkhzSkrPhHEO3uO/UY3dls6YaVJxOp9jKlsXyhqAvOJmPePb0nLuHe6Te8jd//QvW2z2q0Nhst6yWe2gUesEQRR47ULoqSLOUIPBZfVohmxrX87h92FPVgv7Q49Hji+ONxneQSkvXHPeSEkBVEYZOkudswz1VntFVCl3bUWQpZVnRdR2GoZImObbt8dmrEY7j8Ls//IG2U1lstri6SSfPSdOEOE25uDzn59qEwrGQXYQiFF5//gp/2GO1XHO/XjAbzxCGhq5rdF2Lp5qEV0vSbUzf8jFMl7fXN+R5hW7ZXHz5ktvVPd9/95GHZEutZnSKSisV0jTnpz/9KddX94hW4eqHK4b+GEPVibuKqio4PT/BxOfr/l9SHZZcnj/C/5vXhOs9liJompredILh6uwCG6EoLOslbd4ePV1VTYKJaDTs1sZXPTp/jGIfi/WKopLZKf1+gBj2GLYNinIMrlQdHLKSdavz+Lv/F51oCByHtjiAqTN/9ZJTYROGO6IwwjAKhr0Bge/R6/lEhwONMNF0D7WpGY0HqKrO4mGBUBTKosTqT7A0g33ZYuom4/kJZV0Bkt5ggG4bpFmCbVmMxkOqpqJrW6JDhNsLuL26pfhQ8uxnn5HuU9RaOSY2TRPXdxkMArIoRkWhaTsURdCjRzDqUynd8fcQguxwoOtalK5FU2CzWmMKFf9kdoy75xVJVdOEMVLoNIMAP+gxFB6KUlOVGXQNQeBD17DdLBhO+5jWnNVihWlozOaPyMuSh4clUoEgCDg/P2W/D9ENBddzuLv/hKQ9dkLb4w5+u91QlgmaLuiP+mRdRpWXWJaOYWjMpwNaWZLnOcgWTdNJ846u1SjykqqWP742teh9B39g0yKpqgbLsjk5+VdQ5v2//V//zzz77BWG5fDN19/xn/7u7zhs17x++YzpdIim1GxWB6Jox5MnjzB1Dd8LOPz4Vtt5Y1QdDF3HNC3G0ymBZ/PhwxXnpyd0XUdaZERJhO3YnJyecH19g2ebXF6cYVoGdaOgCoUsK1jvQ/zekIfFClV32Kw21FWN6bmE+wNtv0HTXJpaUhU1n7/6nE/JCtmuiZOUbbhhen7K3dUVWqeg6kdL8KrY4ls+tVLSNBVPHj8mb2rysiCOoqMt1RA8/eIF5+ZTijrn+++/xTR0TEXguT6B0yPLcyx0NDug2KX0TB9PWGRdTniI2ccxfUsgFYXpaEzbtTRKy8njM168ekGSxORJQlmUtHXHoN+DTmG/L5nOZtRpwcfwGlWT+K7NyA+QRcPD8pbnz56RZxlIn2yf0EwrbNMiCkMcYfCXr79kM1xTFg339wssoVI0JQ83IfVZjtpX6VRQdUFRZtS1hW3YnM4HSPV4G9qHG1B1+v2Auu7IDiWe6zAQA6pDjdbq5GWB6fXQdUEUJaBqDManPH96SbS74Q+b3+EMfOanU9bJBhyVtumoiopGFyAU9vEOQzfxfJ+H2xUKktlsxuLuHs+zmZ+MODmZsA/3DAZDVqsVRVnw9NlrdmFKkeZ8+nTNn/3sS1A1GiSDgc/BsVHVhK6TZGmGEzhkZYHnBliWRVu1RNWWrpIoZUMXl1RJQS4tDl3Nx7sli+WWR09O+N+9eoScmiySFYZjoQmdpm44OTtjtzkQhynr1R5PDJiMz1DyjrLMcPoeo6nL2bNT0rrmTXbgyfIf+elZwT6PUW3JZrMhig4Mqz5e4DBThgwGPTZix3K94fbDDUGvz3a3ZTwc0+47mpuGkefTcz2aqqGoCnRVMjJ8fM2lHzj4gUvdSj4td2zKgn/yfobmmvR8hyLLCeOIVulASJb7NV0lcT0f17Ho+T5FkaMJBU1X6ehAAd+2WC/WVGWLrhnQSXbhnqQ00ZdryjLDMm0U5WgdRuF/60midPi9AL/X45tvvmUXRqiqIAzv6KTE9W30VlCGBY5hgyvpFAXD0DENnd7JDNf2uHu4o2sktj1AaCpd2zEe9GmqAkO6GJpBHEVoQqWqJZvtjro5FqqjOETTLWSSsT9E2M/6uE8uGOo+WZLhOQaa0tLWFRWg9w1GwwHhIcT1LFRVxbYMsjLDsjVMS2O32yI0k9lszHa3AdmhotBJhel0xiFJiaIDf/bTzylbk1C1CBQbR51w2EasVytc10alIfAtRj2P+/sVvf4A5W7LbrenqeXxqVwTdLT0+x79vstg2KPMUu7v7un3en/UOf8nPaQMofKf//6/cLV4IE1z+q7HbDqlrgq++t3vsQ3BoO9x+fgcz7OwTAtF1YlkiRAKmi5I0wQ9itD8C07OTmnKDN21UXWDLEvoDYf4vQDLsQkPCVUl2SQHPn28YTjy8AIf27YJw5yqrDANE1XVaJsGU9M4Oz3h8uyM/W5FGyesq5yhbhNFKZVjQS3I64osPzLbTmcz4t2eOIoZz2fQZkeHkQ6OHxBnLVbPZxXuycqCumrQdYOqqwmjkP7piDprsTsFV9XpBDy6fIJhWCxWK6o8wzJMAtenSnO2SYFmmkedRZlg9QJOJwOkIlFMDQsP03NI2wx/ENALfD5+uCKKDqiKxNTMH7sjAAoYAt+zMXQV07YREuL8gYfVEtu0WScrajkklhGtbJmMJwSNR5BblKpKHMeUeY6qCoaDIUZdspKCwz5B2A2f/cVLJiMXoUqapkHTtOPXWV1xdnpGFCckWU6eJpiOS1YmSLujrktaBfKiJGwiqrrGMlx+/stfMXtyThFFfMyXFGWLpRmsr7fHpj8S3RRUXUV+KJnMx6hC0jUNcZjjei6j4QApJbqpUzcVQeAfd5na0bKcZQWPLp+QFxUvnr/g6u1bdts9WV6gGyZxfAB57I1d39+zWG/oFIUw2pO3LYHrkyc5lmHRSUiShPB2idtqjKan3N09UKFwfnGBbbnEdczvvvkNJQVPf/qM+dkpV7c3WKYOiiAtcx7efUTUOockoooLbN3CdE3mn53jnHhs4w3CcfGDADv2WK+W3Nzc4PoBl4/OOT0/fqnvNxtOzyaE+xDZSvIso8orBqc9ZNeRZBGapoGqsA+PlgLNEGRdzsDz0TyTvC6p9wWXT85RVIXhdMrbj/f8U1hjajpJndIpHZfPHyGnj0hVhTzPacsOzQ+ON+5q/aNKYobnO5R1/eMu8hhWqZuStiiJDgmmMWGTFhimRW/Yoy4buq7FMS0UIdA1jbpu0HRBKyUfP13z5of3aJrOaDTE9dzjc51lcnjYEO9ChoMhmmWhKOA4BioSFUlV5DimSWfwoz+pQyKJwz2mpuHaNpZh0NUlnuti9PvkeU6SZLSdguP2UDWL+XRCuLsnjg/4mspsNCKxdGzTII5CLNvEMDXGoyF1XRDutniuy2a7JU5TNE3Hskwsy0BVNfK8RFUklqWxD7fMZlNcx+IQRwhF0vddiqzg3//VL/n+dszi7/9nAtPC7wWEYYhhWqiqgqFbJEmEaVt0isH5+RkSne0uZL/b0+v1mY0GoDSYpoZlGtiGwDR03H8NxIltuONusSA8HNA1naapEJZN4Ll0dYYC9Ho+jy5PKKsCiUKRF9RVie86tJaF3VrMJmNuVIjimJ7vIgSswz2nZ3P6wx5ZmjEcTfj0/poPHxZsbpZ8+/v3fP75U2ZTnxevXlKXEsf1yfICTTM47EJ818N75qEJ6MkBv7m+ptD7JF3OyXjIP//uD9ze3/P6+XMeP5mjDAY0ZYlEcohjWnkMh7iuR9e2XH3/Ht+y2R12iEay3e7oOknQCzBsC90wSR/2CCGYeUMU2RFXOZu7JYrQqKoKpYMoObBerPFNhzRKyOsaN3B5/ZPXtBpEZYrUJJ7jcf74HJCkcYKhakd54X5HP+gdyRmeR6soZFGKqR7105quY5g6igqW5fyYPNyQ5Tml6FNWNfU+wxsP2EcJaVdQVhVlXrBebcnLiiTPELpOWh2ROTfLGw7KmvOxyev/09+iSEnVHTXhV8trdvuItpWEUUKUZEznMwzTZnV3jI73XJ1AHtDHBsk6RkiFpmvpDyxmU4Ph5WfUcUhRH3UP+sCkQ8NQdBRVZR3ukFJBjw4oyvEA0tDQdEFZldC1uJ6NrinM5lP2uy1V2fDmzbuj8sGw+O6r73j86DEnp6esVkvu7hYEAx9FV8mzkqRLuVp+AkXj6bPnhPGeKsvxJqfcXt+iazrD/phZb86bTU2xiCgOMZpl0w8Coizj+cVzeidjHg4PWH0P0/epu5anT5+QFjl5XjCaz5CNys0315TrgjZvyI2E+csLcCT+xKPUczTLxtdd5o8mFNsItW5RpSRPMzRVMA48xNBnfbeha1vqNGc66jPyfKJ9TPiwIWsktu8ghIJl6SRFwtAL+MmL55i6xsXZKXmSsXi4Yx/ujjRvqfDk0Zw+NvpaP1LJk5C6rBG9nNzIqbuWOItRNYFn6hR1ja6pbLYbxpMxOjppmrNa7mg7BVWo6LpOuN2Tuy7SdPn81UsUQyXc7jhsdiiKitAEQmgITUXVoCiOssXTyQmKKvECH4RKkmbUhUKV5PQ9HylUmrKhF3goskV2LZbpoQBta1BWFV3XYugaRZYS5Tnn81N8z8W1LPbrNWEYMhoO8b2ju60/GCB0gzffv8GzNCbjAb3ZHNu1sE2dwfkpi8UCvxdQVjlt11GXNVFTUuY5ruPhBz63tws8z0e3dNquxXZtgsBjsVgR7rf4PYfwUGHZJ5iGjqqqWJbHpt3y93/3D+Tzv6UtKn748BHb8qnKivFkzGK9Y7cPsSyLompYbdd4QR/Pd2ilxPY8PNvhdD5E1glJFCKnPqqqMJtNUJV/Bem+67s7VrvdkVTedXiDHn3XRVclqqlDW1HnGUWWoeiCLM+RUqff71GWDdssx3EcZqrP19op3xkWuq6RpDH+yGU9n9I2DdIDmcF1rdC+fER1WZNEEb89ZPSkxVQxCfoDFE3BVT1KtSYyEzw3QEqJUBXMocHCTnHe/5rOV4nSjMVqB7VKnTYk+wrNh8Vywdn5OV998zX77Z6ukgynM9Iwo2tbVvcLfNNiFgx5/uw5URJziA5YwkWTGlpZEhcRRqseW/qqpEkqVFvF021kpxAfUtROOX41Wiam73AoEw5ZhDvugapiuzZpnvPx4wd8z8W3ffQuxVAEz5+9pK0qNEVBty16qsbq0wMIAIkqVKq6orUMHFOn54/QteO/P+aQVVOjaQIOBY7tUUYtn+4XZGHM+w9X6L7P9GyO7pgo+x2JEIz8MYEq2a+2x1qBH7A+7Pl4/xW6YwAqnYSqqfECD9u2EJqBZVl8+90P7A86afgVvu+zX+8Jlzt8w+H7337Dw7srZv2AN2++xxgPmJzMuL66wutNUPxjMEdRoZMqeVGiqhJTM7CFRr8XQNfStRWWodPUOfvDjqquWK+3fPPdO375C5c4ybAMA8swcEyTJIlRNEFRVazXO3LrhFBRUOKCNEvxfJ/Lyws0obNYLrm9uubp4+esH7Z0eYvQdMKmpE4qqDrW2x3Tx3Nmn5/gjyfUS0Hd1Wz2Eb/53W+ZzYbMLx+hGzqqrnH5+jnb9eHIiLQadE/HGFtEbcxQjlAUiWsZOJpOWYScP5pyeTGGFoSiUeU5j0/m9L0jbV/RLO6u77m/W2L1+swnY1zXYb2IiJKIpmtw+g7ByGQ0cfBdwcXpKaZhUSYHeoGLYZlYpkmcZjRljh+M8TybKD5g6iaHzZ7W2uH1TrBNi87vGI762EJnu11TNBXbfYhhOiiqysP9kjQrkRxLxtPhiNPZnHdhg2GrvP/+e3pDH1SV6LBH1w08I8C2DaQCVV3RVC2KPDI0Hc9kPp+R5jlJktJ27fElQZeopoFpaNA2jAZ9fnxaoG1rTEOjaxvyLKEzLWR7ZI6OhqMjAy8v8Dwfy3IwDJ28zMjzjDTP0Q2D6WyApsNsMqCbT9jJjqYuMT0bw9RQhUqX1GRZyn6n4Lo2aVKhKhF5WSIRLFY7bMc4Ekh6PllWYJgaF5dnGKYgLwrKMqfMcizL42q54Le//obvvv5IqP+SF+MZZDlV2xEdErabNUmU0rbHvqkiVFBUVM1AaALP9zAbiZQt/Z6LpTnkyY7hYIgiGz5dXxP4/wrSfaZl4tg2QhG4jsV4OMJSO8bDAY6ps1k90LYtaZwhdY4CQtViuYjYbEOcyTmua3Oqdvwf0q9Ju5oiLQh6AUHQQrZlu9sTbSMOm4j//esvGJ2e8Y//+Gv+5df/RKDrDIc+1buc0vf57POnXD5+zPv3P3BmmkytKSBoyoqxO+aVtudDtaBpArpOIlsFHR0FFUMRGJaBbho4rkO/N2Bw0eewCSmqGs3QEZaBFguCQZ99HCOEwHUckjxHNQ12+z1huMfxHQxVwXIt+r2jxr4DfNvFMmzSKCazLNIsxe/36M+GOF1JWmccsgjHO/LiRKUy6A0whYauajRlTdD3jlimJMYSGtvtHse2qOoK27ZpFYmqKiidQl03pFmC0Wg4roNpGmhGD7/y8AwXRzP452/fUE8m1EjGsyk//zd/yS6OKGVHI1uGkxEboaGrOobm8+H6jv/H//N/QhMamqny6OUlZ5MRWZIiVJWf/ewnPCzXFHlF16kMRyPad3tuP94TqAXNoSQ/5Lx6+hpT11gvNoS7lJu7JWgK8/EYug7HcajrmqosaWmYTCdESUZepDimTZmXtG2JoaskSYSlawzP57RtR1Vm9Hp9inxGlnzDDz+8ZzoZ4gcBXVuzDyParkVoAttx+PjV74lHBrE1YGpYnPZ6lGXFOgzRTZ0uSthtd4z6MVVa8fYPb3g0P0fzbepGIVyGKDr0H80Ynk759vs3OL5PbzSkXNTYXoCq2zRtxzfffoXjuFw+eobqGJhTm1/+9KfEZc6mSBj0eqw3KwxdRelaLEPnsyePGToWU9/DUBSavKFtOoo8R9Y1ZV5h2Rq+42PpIePhENs6hghsewFyzOx0QlYlbLcrTKFhagbb1ZrRaMRg0KNrWwzDYjQaklU1jaJgWSa+b/OwuMG1jo6l+/s16jxnNprRygZD18mSBN006FqVrKzYhiGmdXy6M22HJK/Y7/cYmk5e5GimT0vLx/cfCdYeeVnSth1+4PL6yy8pipyszKmLGqFqnJyfEicRRV7Q1DWmoTMejyizHMe20CyDvC5wnSFlkVIVBW0riZMUoRxVHJZtHin/ZYXagaEZ7HY7trstzo/nWF5mbPY5qlBpgbo+riUuTs6ompTtds3w9ClpEqFYHZ1scF2HxWqJ7TjIriVNSw6HmA8fPvHZy5fcL5eYrodle0ilRVEUijyla1t0XSCEiufZOJ5Duk/I1gdyteZ6GXOIWxxnQNeAJQwen52ziQ+8evWc208PhFGO5Xi0TYNumOiWTl4cgcdSqtR1SRIfeP8u42/+6pecfPYE3/eJox2GabLd/ysgTmxWGwI3oCwrNBW26xWtbeAaKg/RDqG0+P6UJEqwAxvFVmnqlg8fP3Fz/UDzsKP65VMC12G9XjDwXGpDINSKw8MV11cfMTSDoT3kZ7/4M4xej9+/+QPf//ofyNa3KJaLPbSOjLXVPdarC27ffsft27c8e3KGrwSURYOoG/TCwFMbTs7m3N0vKNsGW1jsDlvO5ufYpo5r2GRtSVkXGEJjt9ky7Y9oOnj78ZpOU1BNnTzNKWn4eHfNxekZXi84PkHkGaqqUuQ5raFhdhWe4WGZBl0Hge0y6A+4vb/Dti12RUSWbnHNEcPRhLltc3dzzWa7QQnBsxwmgzFVVlDlBVXXkYQHkB22ZaI0Ell3VPJoJm5kh+max3Jp23BISqbTAUqrokpJW9c0lMiuw9R1hGbgOT5d3TKdT8nCPY3SUssjccDQNBzHI45i2tsHgicDgtEF05MBpmlzdfUtmqpjaDqj01NWmxVpHFGVOYqq0tQ1g8GIJ88HhDudUyHxDIf//Pf/QLj8DecX50hVYnYdUlM5vZgiJei6geO4HNKCTpFYnouiqgR9nyTqmI4mdFlNmaa0XU1dlwx6LsNRj9HwgqLISaICKRVsy2O53jIa9jF0QZHn6KaOhYVumqzDPQidj5+uGf/kBF+4lFGK1Ft2cktv0qcqCwzLJs0zfMfHNAyW6xXD6Yze8zH+dMDJ5SnzpyeUXYHtOkxORhi2zT7cMj8/ocgzUNVj4tPzUGhwfJOwSCjMmuV+T9PBUA9QXYWmyTFUgSIh0E1GholeNpRFSRD0aTWJbVo07bEMv9+GlEXNqD8gDfdMHvUpLBP34hTHtdknMd5geLz17Nb8sDsQuB5FUeF5LkmS0h+OMSwbz/M4FDWHbQzrNY57LN2vt1vE8Al505KXDUpV0aoFZVMjNANF00niBM2oOCQldV0T7iMUVWDaFpIO1VSxdYcnF08Qu1OUThL0Brieyz7c8u2336AKwXg6oSxryjrFHfj4owA9NUGBoijJ0wxD15lOxwSeS1pkmLaNZV1wd/2JpCw4RBGmoTMa9HFs91gW3+5wHIte36dtGwxDp1MkcZaAotL+yIlsm2NnajQak5UlDw8PfP7yMarQkYqCqiiE+z2u6xOFEU11VJNEccpyueRwSPnw4Q6pKCiioW5TDENQ1RWL5ZrhYERbd2RpjmWZSKVD1TTW2wNf/f43fPVhw+Nnz2gklE37427plEG4JYrzY7ijanBtHVRB00rqtDoi5SzzmNKsSk7mM06GLpvVkuiw5svPX6JpJp7rcX/78Eed83/SQ6oXONyvdhi6gSJ1hKpQViVVXTIYDPA9k/7AO7akFY3tck9WShQEk9mc+7ikkxLLsXE9n0ORIHXB4WFHWzcYhkvgBXz29AvqruOrr7/m3cePeK6N8+wJcRjTn455WN4TlyVfvXlPq6qsViEvX7+iqBuyvPgxURRRNS2KAKHDdh8yHfS5e3fHxzfXjIYOT/wnCENDtuC5Lvv1lghx/MLs94jTBGM2RFgG0+GEh9tbrh5uOJmfkJYZYXzA1U1Mw6RuK1b7HfpQx1B1BAqy68jygraT1HQMTuc0BmiexcPyAdMycV0bXZ/TFBWWMDAUjbJuUTqJikLRHHXoaicRHTiOixQqg8AhGPZJ6xTdMjBtkzgMWa03jPweZVOjq4Km6xBCRQJ5VVIWJWEeMvnzOc0kIOkaMqVDq9sjDXyxpfR7DCwd09H47BdPef75UT1vmTWH/YHnTy5xLINhv4ei69Rtg1Q0kqRGUQWd7PAHAR9+/Z95fPKIs9Nzvv3NH2hbSZTEnF+coagdUbzjpXjJ+NWLY3G3ajEsE8f1OWx3mJpGFicUlntMXwooi5wgcBn0AzRNkGU5YXggS2qKrGE0GpPXGc9fvDgeFk1L0ynkdU2alxR1y3YXIYwptmWz/n7BV//197x88YIv/t3POBnP6ds9ulpHdgp0YFo2VVbSNC1JErFYL4ibiFKv+XD1keFwyGQ2IssjDFPg9waUhYVp2ri+T9fJI9ttEtApku+urri7W+HYPskhwfddimyP6HTQWuq8IMwb1K6lyBOaCuqyQTd1JrMZQhgUccZ0MCKMY4RsKeIE1zBpVMHl6Sn2dsdqvyUvS9xeD9+3kVVLHOWsllvm81PiKGO53JDXLY7Xw0m945d62tFJhfHpjHo4Qx8M+fThO/LthufPH1G1LWWVU1UVRVWwPSR4jstoMELVc9q2ha6jqevj3w2dRpX89Oc/YbvY4Ac+UlFwXIf1dkORl9xcXVNUFePpCM/RqRVJp0DbdehCxdIEbVPTVDWT0RB11x4By70AKeGQHMMKuiro6pa0TjAMHd9xcRyLuq7J8py6qo9DOdpTNg1lUTEaDdANnbaV7PcH3r37Ac+zKauG9+8/0U6fsA8PGLpG3Rz5jp1o6Bp48uQl4T5lv3sg3H3ks9evsCyP4cjn7HxOFO8QQsFxXO5vlxRlweNHF+yjkDDKCdOK23XEp7sFZ49fHIdPXZNUCZO+QZGl3Nw+ULcKqjBpZIdQO0zbAFUlThParqPf8+n3XGhrRsM+w56HZQqSJMVzLbabLb7v/lHn/J/0kHr16gXDccp2c8ThK3Ro1BimzvnlOU2dASpSVSiLhrZVqKuGXq/P0LBQkopvm4a3V1c8rJbkdUnTNkebr2ZyNjuj5wd8uPl0LLEOBzw5O2djebRVg64uadSa/qhHfxgwnk35eLvgULb801dvmI4Dnp6eMZ/P6aTk4/UHhsM+r7/8nO025IcfrhhN+twuFrjeU/JDQa4VfHy4ZrfaoCsKrmqSpwWDyZzPn3q8/foHmqolS3O88ZBK12lUMG2L6ckUyoZB0KOm5hCHaLoGtUSRKnGSslht6KRkMJ7gnY0otYaiKhGqoMpzLENnMhzSFg1ULZamocsjYFJoCnQdbVnQlDV1VBwZd3SgaiwWS8bzIZphIOsK3/Wom440zej3fDShYQoHXTGPmJW2oqKhUaHSFVQUDllE09YkcYqh6oz6A07GU6ZJSJ6uefnslMCziJWSwdTHLQ1OZnPibI9jmWz2IU3ToJsmjqOzXK1YryRSNRn0e9xcfeDJ05e0X7zAC3qEUUicxDimTZaX3FzfsFwvePr0MbZlYJomjmNx/cOOcLPiZDShLkraRuK6FllaIouWqmpZPmzQNZWqbCmKCil1/J7LwPQYjPtAwXK9o0E5BlmajjhOef/+hhf/3Z+zvH7A//iAVgnKQ8ni7S1lXuIPBlimQ5bmxHFKXhaoQiWrSvq+y8uXL/jhw3u+/cN3XH26wzA+kcQxf/5XP8V2LRz7iOip6obJeEpdN1iGzePLPl3zEVcE+P0BuqLz8OGW64f3PHt0wdB0+Tav2e4TwqpA1jWaUNivD7iOjWkYlEWOppk0FSzjBYZpcXYy5/5hwf39gpP5KWVZYegaAz+gLGvSIiM95AgVAusI7h0EPYLBgLqp2YUHXKGTZDrdIaFpSxShM5gMiH2Pu+Wa3fU9J9MJlaITFTlZmh81HpZHXdWUUuVuvSVNMuqqwhAaj84vyZOENM7R6gohYHY24bAPUVWB6zo0TR9FaZGyxvVN/L7Py88/I0wz/st//Q27OKbv9tB0na7rqIuKsjw6n3bhgdVyQRRFtG3H5eklpqaC7CjLAsuyMe0jry6tKuI4+RHJtmc8HpLmGWW55xBFjIdDXN866klUGE9GdBIs2yGVCmXZoGk6eZ7jBx5C0akbSZmXPHn8lLKoWa12RPuE2ckE3/NxHIckCSmKAjFUGQx6vHu3YrsNUTWLd+/fkdaCR599yftFQXhIiJMEHgkOUcb79yHCMri9W9I24sgrFTDo9ZBtTVFV2LZBmRdYZp8/+/ILvvrdb1HpEKqK53ksH24Q9Bn2fTR98Eed83/SQ8q2TJL4jjgO6SwHx7Go2gbDNPECj6ZUaGVLnOfsdnsM08Yw7GNBt6hYbrYsmg3/8ukboijk4uKUKNzjez36fp8kTPBtF1WoaLpENxR2cc4hOVIYXn7+hMmsx3x2SuD1WGzWLDdbzs9PsVzzKNzLS9br3bEl73oUVcV2u2W73dO2NUkRMxyN2BUhxQ8F41mAasHkdI5oj6VioQi2P7zFdVxW13eoZc3UPENxdIRtUMuOtqqg69AUleFggN/32IY7HGGQbBPaqqVrlKPo8OGBzhZcBCZGYDIeDNBNjdVywW67pUpyXM1CraHqWuq6xDQMTMMly7MjS8x0SNQakNSyxXQcpCiJ4gg3cNCFDopK1x6/QJMsYzgckRUljd6hGCp10aLZBpQKtw8LjLpAaRXUVsFUVKbjMUWW09YlRZIQ+OAYLsgG27IwPYOmLRCqSllVaJqG6/u0eYlj+6SHltXNNVXhM+xNefTlKz4oP5CSMX08pUNBx0KnQbg2shZ0qJRVQ5TE2L0BhqljKRpCguf4OJaDbDp8v8/l+Qnr1ZIsjY9PF23H+fkpitRp6xZFqGiaoD/w0UyNKK4ompYWjbqRCE0hTFLqRvJwfcdtJPkr4XH+8wv2ccT7r9+S//orLl9/huJbIKHJa+oOFCR5mlLRMnUstnGKqumMBxM2my3LuyXJIeZ+dc9wPMbQLbrmuM3fhwcOu4j5ZMp0MmE49VkuVhz2By5mfWTPZTAecLc88C655uHv/2dMVcV3TH71i5/Q7x0By7PpGNl16KqKooEiDbbrzXEImiae59I2NYpUaaoGTdUY9frsVxtmJxOePntEVZYEh4iH+ztQFAzH5e27D+y//Z5b98+ZpSmibSiqlPF4hKeUiJMvKfwpt7rGUggOXUijtwSDAMe1KcsSOmibBiEEqlSwDIPvez6ylSjCYLz5ge1yheM6VGUFUqVuOlQ6PMdiPpvyZ7/4gqxIyMqSvmvw6sUj3r6/JYsSTMPA9Y+qld1uj2apTCdjADzXp5GwXCywDBMJ9H0P27aRXUteFMiuxTSP++iyLAg8m2G/x2wy5uP7d3iuyXDQw9B1NF1B18VRAwPUdUve1JRlSVNXXFxcYNsOURSTpDXjyYhn9VPOzs/ZbTcYumDQ63HYR1RVTZaXlGWN47qcXTxhvd4jNJeyVPgv//AbFM0FXWe52XJ9c08+XyM+vqE6PPD0xXMMwwTTpCqPBWcFyIuUDpBty7DvcTIeMR70ePb4nEG/z2r1gGxzdPUIE3l0+eSYiv0jfvxJD6nr91e4tsHpl6/wfJcmr/nmq69YbTZHnbdhsl8tUVSNRirIqmUbrekHI8qyoigqyqZBCg3H97k4P+ff/OLnyE7ln//xNzzcLekFAZ+uPyFFR7NtUQ2N88sxXVUxGnuIrqPOY/ZlRh6njAc9mm6LbWoIXWG93jLwB9RVi20d39ZNwyQxclbLJeezGb/41c+wfYu7q1viMGYyH+P1XfbJgYuXjwj8gP0+ZLs/cPLZKZ7mojsCu+dwODRYuk6epKiqhq85OI7DyXx23AuttziOTSM6LMumLBvSOKWtBd///hsUW2X++ILR5Qw/8DksK5qypqkV6iRHEyrTyQzTsjjEO6o0ZTqZUMQ5lmmg6zq2oqKqUMqatqvJswxhOQTeceewerhDdg1ogqwLEPaR8mE6Fk+fPCK4drl/83v0rkZVDALHY+j2SLOUzWpJPj6H3YYvnz2iqnLifYRp6wwCn4vpnCxLKMqazWrNxfklfd8hCnM2DyHZocQ351y9+8DTxypP//xz1rs1PcsCVGzfIo0z8qKibi1cz2J2NqHKMxzXRpWSh+t7dKnQ6w0xhHncF5gGaXrEQPX8Hg9hghACRdGxTIfhqEeU5Ki6QLc06rYgyUswDDbLLfvFgfHZlFYo2LoFRUtg9cl375k9ucCQDWOpsrlfEK1DTqfPURSVMF2TFjmm5YIKmAadrmB6DrIVeI4DKAyHHqZloyJ49/YDQtOhkVT18b9/kVX843/+JxANv/g3P+HZs8dMhj1SP6KIC95/WLF8CMm9M2beCEeDz18+4vnjR0xGPtOTMWVVcAh3BP6ArKi5v1syHA1I04yiqDmZzhCaQNNUHMclDEOK5AjIdQ2DeLvnEO+ZzWao6nHP8u79WxAKqqHjBD6nlxd0VU5TVqiqit5G/Cr7Z4q6ZnO/Q20lw7I+upJmIwbTHp3sEFIhSVIMVeOw2uA5NifTMYaiYBkWrmFyEAau7aFIjTRN6ZqKQc9nNhsx7JvQVpzNJ6zWO6KsxNUEnqVTpTm6oTPoj6iKhqauCdw+Td0RRVtsy+X89JTb6zsOYUQYJWwMHQ2YjgNGw4CB9I+He54S7rfEhw1ffP4FAPFuhUrLYbfi8vKC4dAnjiLS+EAklzAbUtHgezaB72PoOk1dYRo6Uqoga7IsIklzmq6kKHLevXuL7dmoQgFFZbPZcX+3RFUFUhEsFg/c3W1J85LlboVULAxhInSLtoPbuxU9S5LXDabtUNctqiJp64ZDHPPs8TlSkahCIKTC6XxCVSRoQsE0BOdnJ9xevef16xeYhoJtaVRV9ked83/SQ2o6mnJ6ccEhSfjqD19zCA94vkstJd+/e0edpQS+x8n5OT98uGMXRoSHmItLiWv51E1Llqak4ZaLsymfPbvEtnTWiy2uayMMjR/efzgmdzwLZEc/8Hj+/AkP1/ekuxTLd3Btg7LMmE1HCE2ha3MUy0RoGk5PRxgqXdWwuLuh53tYgz6fPb2kLgriKGa7fOD16Dl/+aufUdQtdzf3hJ82TMYDinWG1grmpoMzMfB8l916TyoL+sGQkdX/Ee3U0qQVfs9Fqi3bzZqmyOmqBj0wqKqc1XKNoii8fvWKfXzgdnvPaDjm8vSMfZ4ShxGa0NARhJs9u+USyzAQHG8EQpOcTafM51OKIGe/CanqDks3kEh812V32B0j1LYFikpW5MzPTwnDPUmWobo9mqpCioZh0CepKkzTwLFc2jJlu96RpwXTyQRdKMzGQ+LpmIFyjqapbDd7pucBvZ5HmqUM/ICm7jAtD6eV6JrDZr3j4WZFvK8YD4ccNu2R35eUtJqCYQkao2G/2nM+PSeNEgypYCiCzXpLmsYMBh7n1hm0HaaiotQN690K13F58ugRKqCpKsP+gLIsODk5wTQNLNPCdR2KIkVoCifTObXMSLKEpMiwgwGL+xXvfnjPz4cWH66uqIsGPavpzJY0z8mrkl7PJ6tawizlRJ9T1zX77ZZBMKBuG0xNQQKqgKaqMFUNRQiEpTELZizWn/jd736HZTvkaYGqttRFgQR830d2KYPRiLLI8awBiuqw3Ycc9hH3PyzIk5o8ysGH/jDgL3/5mldPzpBVStcUZFFKf9THtS2iOMOybJ4/f0aSZWiGDvuYpq1pupYyL45hDdkRuA7zUf/4/OM77LcrdHG8hYRRfFSxmyauoqJpGoZtstwtMVRxhElbBrvNknAfUeYNRZQSeD5NlrK8ymjLmPFswma1hVayT3L2ixVnpzPc0ykDz8cQJoPeEEMxeVissWwDRTmSY4LAQ9cEhm4Q7SM0VcExbIRqEdop036P/XqPrglURWI7Nod9wXq1YTwdUZUNy8U1vu8z6g1QfJUqvaKuG3pBH0PXMIWG5zsEvkN02PL80XEQZtEGP+gxnw3J04xWdmy3K6SiYOkalqXhzucsVNCFRprE9IMThFBRVInSSqosYxxMubw8JYpTpOz46qvfc3l5CaqK6ZjcfLpjMBjz5t0Nl2cX9IcuL168YDI5xx+M6TST/+n//Z+IwxzTsUBV6PUGnM9chK5TFCWGbmAKQdO2QMvZ2QlZlmCaFnG4R5EN799dsVmt8Z2fcHY6Q/CIh7s7Xr9+jm1ZlGXxR53zf9JDquuO6ZTtekeV19iWR13XqJbL1d0NfdvBD3pUjcS0XZpdymaXkWbXXJ7PUbqWs9mU//D03zEcBbRlTqu2mLpCVSfYrkWcJtiOies5XJyfULcVi7t70iSlLDKmI5/zkymOY5AVNZ6j8fTpOdeLJbvDkYIuFIEqJI8uT5iNB6hdy/mTU/p9n//v/+d/4c2bd6iKyosXTzBtk/OzMZfnE9pOcnMbcdjuePzoFF849CyHse2x2e+Jtjt0W8ewHFRDIKSG53soHdRVzXQyxTMcTk8u+PjhE+9++MCLV69wm5a6qxl3I3RhkhwSrMDEtmzUFnqGjYxKfMdht9vx7VdfcX5+yk++eMnJfIrsGgQdlikwTR2parSqQt1U1I1Hq2t0KMRpdCwljnuU25qukJgDA0PXcXSTZL+j1nQ8f8rhQwJdRZmVuK4LiiToeeiqwrbX41Sf8/79PyNsiaY9Y9wboVOhdse01u3dG7bhgcVtiGv3eLha42oBVZHRlTqz2RTdvGO5vOPRs0f4kwCz79PmEtOyqMscWoloJU1eYk4G2IaJ6FzUwSX5OqdyPabnF4jRhENTEWUSXVMx9B6K5xOVNZ7q0Jl9dtkx7RiWCpYTIDuFZVdTLHP+65t7gtGcHw4VhT3jIErM/pS+79OXI7Iyp9fvkVDjzke0Ghz2e2QnMWwHYRqgyaN4ri64vd2T5xWu65H9yCY0TQdNWJxdPKJFJc0Lnj19ekTwxAmmEdF1HY5j8/aHKz5+WlDnJUYtePi4oG1apKpxdnnGiXtF3iZ8XHyEvORiOsVsCsJDiKrCYrUizSrO5udHZYVhoo916qojDEMWiwUnp6fstxs0ofL08SPyPOX29hbLON5mdMtE0QR/3h/xw6dr3n3zLfWTL1g/PKBxfNpHUSnzgsloQhrldIrEcH0UCaamI5uGOq2J9wnv37zlxbMX2JpJplu4tk+aZtjCZJeG7DYhddvRdi0PiwVREqEbGvvtmv7A4/XLp3z+6jltfawUxPmxCH8xm2EbDu+v7ri5/oTQjhJEBaiLil7QOz71yuOftSkbnj99zN3iAalIhCYwbJPdbkNXu1ycT7FcweX5mLJo2B9idKWjVDpUoVIUJZ7nMxj56Crsuw7NUJmMh2RxhCoUNE2lrHKE0HAsgyBwUNUOYagIRWDqBmenl3y8uUY7GKwWEQ+rBMXwCYsKp2o4O+3juD7CMjhkDV3XIXSB7VvYrokwJbqlY9kWmqljajpCUbl/WNO1HZv1Gt3QuL+7JXBcpGwZjceUZUndNNw/3POTL18T7vrYjk1VVRyBmP//f/xJD6lttGOfpdzdP6BJQVMVDGdDzh9dcH3d0jYqRSP55rt3LNY7agmaYbNYb7Fcweuf/ZzBk8e8clVW6ztqWizTR4iGy8sTXD/n5nbJYBBgWAZtXTMa9Kiqis6okXrFdrnlo6Hx+tVTuiLH0qEdzNm1Uz5kt6idTs/1EQIsXdD0e+RJzFVooOhz3L/6Hzk8rPm6rbjdWvQGAUJVMPTjIrc6G4OikGsmSZaCKojzgrhysHwXOtA6QRd0gMpD1VDnJcNeHyVRMAwfdVVhjZ5S/axP/Ogpb9+/p5gOSL2UavUOaxMyD84wpHZkn0mVNI4Q2rGHNR2POJtPGPV81K4+dixUiedZFHmBoilEWY7tuLR+gzsa03UttqqSJCnL1QrXdXFMk0w2mIZB2zXstlsaTYB5jgDSOKbpKupaJUlKHj+e4rk+V6rN3vqMMOl4Uwd8/KZj4bkgbNL7jCQLuV24mMaYImxxTI+r5YGe46OqKnu9z4VTY2s2l4/OefzkDNNz2NQb/u4//T09w2faH1PmJS/nT7l7uEEXKo5l8ErN+XCYkcxNZAf3hsGuNtGEiqoKbNtEF4K27aipUBoQB4OGGYou0FCxsaiamvdhwXq5o33518SWjj4esak3yNendJMJw+w9GSXxoSKrSjokl0+fYvQcZCfJ4wy1lUwGffxhD6ked54qOsjjbUZVVZQWbM2iSiuUChzdJtpHvHvzDtf3SZOM2XTGZDJCEzrpIeZhsebp+QWmNLh/d4cmdC6eP+eruuTm4R7XOafcl6h1xXAwwqiqoxCybQnDhLaDQxwRBAFRnEKnYBjHzp9tH7E+dZEShTuEqiDUo5lY01yaqkYqClmac7faEm5D2qxE6UCVCo5xZMCFu4jJaEKyT6DheNBVx6gzEmTdsFkV1G3DaDBCKAqoCl3TIVRBuE85bCOapsEwLXzfJ4oT8roAU6CbJqNgxG67YbFc8/TJBUemvsCxbeI4IwxjTKFxMpkcR5MCPb9PHEY4lkOF4L73lMFwguo4LBZL4sBDmb3kK9lA3DLWApxgQpGmXB18XGnSdRWqotNaY1b9HrlxvPUapsVe08i0ivHhE4VS4I4cRgONri7RhMAyjWP3qWuOrM/lgu12g2FbjEYzxpMR9w/3vH17xXpzwPY8dNNgMO2htC1tW1M3FUkSI5SW9z+8YblYMz89ZX46JXJtzs7mOKakpcV1LRzToi5rVCHRNMEP795RlvmxLDw4paxr6qZhPJsRpQmz0ZCm6Tg7PyM67FmtNmjGHzd+/qSH1MWjE+4elgynPeJ9QhpG/NXzXxIMfe4fDIqi4Pp+Qa8/ZB8nxEmGbgj++//w73n92WOiquG3i1sezI+4jo4wdAxVxXA9fL/g6uoe0xBkaYxlj4mjA1WWEPQCHNuAxibaRizvN/R9n66pMV2L/xZ6FNEDA1GTlymLxQ0nsxGXL19gGh1uB7ohabsKabdoIxshfPI8pztssT0bS9Gwmg7fFFRVSWAZnA/H7KMEq2tJ1gl5HjMcDamymiLPsE2doaUzmvfQdWjbhqopaUUHZDw/6+OIkid9m6xQOLg23/lzps137D880JYpwjLZVxGmaTIdDzF0DQMFyxTU9ZEQYRg6ko5GHoMTnutwSFLi9MjEO+0HVG2DJQRenGAHLp5tEu12iLrgh0xjUc9ozRFlK3m7CJks7nj26Jx7loyGQ8bDHvPTKQoqn8fXLKXFripY/bDk6asLlCrD8g3C4vilHpgOrtBpNYPf/8OvWX1c0I6GXL56jMg/UT18JDn1OX92RpEl3FxdU64ztKylSA+YkzkKEtvU6Xs+hqrRlTWvnRtemBWpHpIeIqxGw1UdAs9HSonZ6vQ9l6KsUXQFJNSNpDM6DN/G8kxUUyfKE0bmFW/LK8b9MVEWMWlmTOodq2TFaf+UvIrYVimXjx9jGhY3H2+g0Hl+NuUPv/498Sak5weM5iN6lkveVMRFhtKBb7lEu+MBnOsHdrvtMY59u0GKY8crTRMW9ws2uxDlJyrz+ZTdekNdNUyGQ+5vl9x/uMZzevQmQ+42C9qxpD8a0ioaRXW8bb69W2DdrRj0PCzTpEWlkR2HNKGWkKcFh8MBxzCYTMbUeU6033I6nzIcePT7PvvdBtfxEEKnyGrqrCQtCqIkpZMw8IcsVf3Y1dIhTXLuPt2zvlojW4X+cICsu2PXSNfoj4fkaUFZFBiagWtZZEVGldfkVcFitUZRO8o0Q9UE85MpUZaQ1xVp3YIGn52Mef7qOWfTv2J5f8dys0RVJJ7nY+gOcZyQZTlpXuL3hwz7Aw5RzMP9Pck+YXm34PSv/xZv9BRv+xa3A7OKUZOKoOfh9VyapqZJDjhmH0OtMeoUV0J/4CIlSKlyOjhjtw0pypq27WiB3ytP+L8MDgjX4btK5z/dhSiyh6UajKqAtBOUZYVt2ewPBzrtjMDu8SmsuNZOMUyXB7fjJl4x7s1wXItcN/FdQef1KeSAVHjsygMP9gXi+S/Jg4BwMKQ1HYoi48nJKWVdUVUVYbLDdT3G4wGWYXJ2ekKeJziWRa8X4Hku9/d3eH6AoevcLe5RRccXL19i6Qau55Nl6R91zv9JDynTEPzy5z9hH8Xc3y7YLFdsNhvSMuGLz76ga1q+/vpbbu5vidMENJ2f/uxLnj87J89DtmFKp9pUTY6NiuhU6rKk61R0Vef50yd0CD5efaDMju363nzEIPAI9weSJKJuCqK05u5ugaZA0A/ImoSf9yrOzwbc3q9YNBlO1/GSPq5ugt8Q+Ab3iyUJGZ/iB1Tl6Ozp93v4Tk2RbQlwCBwfxQXUNaLVWRYhXl3RNEvOTs+QSkpndGyKPXmYYwLn9gmzcY+4PCAMk05RORxibHuH1znY6p5KbVEHc2rrKbP1ijbLGfk2i80SwzYZzk8IbPu46ypL2qbGMk00XVCUJY1s8DwXXT8+AfQDj310II0iwvWakxdPMXVBkSeYpkmVJJiaQaA2/B/r39JIidQV2sDBufualSnBUBCGYDgdILsaVZGEUcjUcunCT4TRR/yy5Ke9Oa/8lFYL0ewdowsVpS7Zv72h3rd4V9/QVzRenc/p9QoW9YYy0JhMR5TVMZK8v13TVzwej04wLYtxv8+79x857HaMRn08wyE/pGgotFmFrqj4roUhNPquS9PW5HmKIXooEmTXgqpS1S0oKkVVYakuZd2SZSmtKonihOl4gmYajL0RbdkyP51RtRXCUFjfLDk5P+XF5y+5v19wqFL29wmuc6w8tGVLo9XsljtW6y2GYdB1Cl133EeIomGzWGGZBoHvYqKTLCPW+y2Pnj/h6edPUA2dd1cfSeKY/qvPqIuattpTlRV5njM5OaWR8LBdMT07Y6cLaqAWoDk2vu2Q7Q+Ehz3vrq+YTSbYtk1TH83TUZIThTFtVfKQpViWwbDXp2sqqgqQHWG4p21bFFWhKAqqViFrK3ZhynoT8u76hrRoSccpitAo6hxhGIxnE0ShcPPxFsu00PUj4uzL1y/ZJyEP6zX5KkfRFNIiZTIeQyDpBT6WYRKlMagqqqKyOkRYroPiOgha2qbmYbvA+9RR5FtOJmM0jr20fn9AuD8c2YKWx3x+wnK9ZrvaoRsmTy4foT0SbFcLdvsNP/viFa98HUO0LIWKbipMZw5NU3N9e0cYhpxYU/q+jdkVnFgdA7tFKpI8L1CFzt5MyOko85p1uMcfzRn0HZ4OVZQ6Jq50NF3nzadbBoccRREgBcv7dyyWS/qDHl9+3qMqoTJ6VIrBulLoX37GPkkpawPPNGirDl9z2FUKujegq3U+bj/SuH1Ef0hYdxg//K/UWUzTNKjKkSQDKlJKHNOiky2WIXj25BWHeM9ht6ejRdc1ZNtg2wamNsE0dA6HA4Oez2gwwDL0P+qc/5MeUuvFLUm45+UXrzE1SVW8xP4RzV8UNUVRMBoNidOM8/MTVpuQb7/7nk8f3nB+OmZ8+Yyh22fs9On5HkVekmcl212KbfXZre8Rus7jy0t6vSFv37xjv4t49uQxoydDHMsizwtMQ+P64xW+6zI/O6GqCjqjwhAWQ99FO52RRjG71Zqm59PrByRFwcPDEkURTEZj9ruU/eZAVVQEzy6wTRPbtNBUFZBkWYnjKOiaQEHi912Wuw2e59MfDJC7DU1TMZmOieIU3zZROhVDVcmbFkWRHA47bg9XTEYjzi5GLFJoqHGHLtnbFKvfw3M9atmQH2KSzZae72ObJnQdRVlg2cbRcptX7PYRXSMZjhQsx6HabrHso+dH33gEfR+v5yPLhkYqdJ2CpgmMrsQd9FgmO6Qh+NVfvCb98imB43P94YrRcEDbluRtTtHkWJj4vsXF41OKMmfYH/Dhh49cXX/gycvnjCdjyqTg4+2Ww/WOnmnx9PVrhk/HtCp4rYfIJePJkEO2J9wlKFXD3af39I0+94sFYRgBgsDx0aXAUAR1VlJKBVto6LqKZrn4vkdZlihI+r0epmGQFTmdVDCFQUGGpuu0bU0YJUcPT9Hw8e4Dm92WV68+RwhBmWf881e/x7E8FFXB0BROz+ZMJhPSMqOl5fLJJavFCkmLZVmIvkZXVmwXewzLwAw0lKbDcxwMQ0MKmL4ckBc5290OVdWwNRtHd36E966PqTn7+OurqjwyFuko25rNfk+RF6iaxpMnT1F1Bd3QmF+eIJqGrqpQEJiug2lZCMdGc2zKpkUqKsvtFtlIZNcxHY14/OgM6Lh/uGY2maDnRyuAZZp4gUtdNex2C5abHZrrsk8yNrsQxwuIqj1111HJDiEESZ7hj3votcKHj+/ZRXs8y+bs2TNcxyQvVSaTY1/RVDVurm9x+kc1SOC6NGVNFMdc3z+Ql0egcllVQIut6TRSMuoFXJyd8PmzJ9BJiiRBU3XiOEJKeHR5QZLmtBTM5yN0XWOxWFFlNbpr8+rVY7LpYxpZMR5aDAY9BgPjqIRpYyajIUKd8GCBqSlkWYLVD2iq+tgls/Ujh082VHVNEhX0+iPy2yWJmWJMFKZ9g79I12Rdjuf5fF1/xCsCdtuIaJdiPmw4bWt+cf5nBJtvsW2Hd3fv6E3n9EcVWbXkm9vvsTSbVy8ekS5u+NWTX1FmNaJxuY8T1O/+DnG7QUxH+PbRcmAE3hF4HUW0TYuqCIQQtG3DerUiTyJUTWXYD7hLU8LwwDDoEyZ7tuuKRxcn2IYFSFrZ0coWzfpXMKT2+y2t1xCFewxd5fPXz7m/XzGbzmhVWK5WtG3D+XxGLTsU2VIWFeNRgOd5oHb4gYNnOZRVhqKCIiCOE3bbnCQ80EoF1/EwrGPM+us3H7m7vefPf/qK88sTXrx8RD/oo8ofzb6Wjt5YdFIlizKKNMcUOvZofLTAVjX3dws03UDXDdqmw7Et1JFKliWkyYHDwaepM3zPpWs6FFWiazqdlHiORdnCPkloZM3vv/49SZrz/NlTTENjOugxHfbJk/hHorSgqSqiKCGJYnp+H9lAGqdYtk4ZFwhf49lnz9iHexw94P7m5scyroOOoC5ypNqiqsd4b9O2ZHlOFEZkRUWS1VSdpBUKSVFwNhrwdH6GogmyJEUTkt3NknC7wxaCIor4+V//Clq4X9xz/uIFfi9AV3WKKmMX1gR9H2GbnPZPKJKcJEwQpuR0PKPOK97+8AO79Y4ePuVDSBxlmJ3Atx1e/9ufIn0T0TPJ05TpfMTtbcx6s2AyG6OqgrPRKfpnLUosufp4y7t3t4z7E8SPssXpZATUqEjKMqOQFRdnp2i6IElq+kEPVWg0dU0UpdRlxXQ+RwidtCoolY48jvAGPfIyZ7FZ8/TpE2bzGVmakexj9ss1pZnzZ3/2OZqt8+T5JfsoJMpi6rZiOOkzGvSJNxFN16HoKmWh4NoBjmFgNoKmbknXe4TnMxiPOL845+r2E50iSeqKJEqYX8yx+y5JmpJuU4J+D0P3SNMEwzQoipK2PvaMFKFwejrHcTTKtqEocnbJji5N2SxX9IOAfr+Prh8j4mle4GgGQeAiJLz9/g2u7aIJnc9fv0IosN+ucV0bTWhHGLRsEKpKUhUEgYdmmHxcLIizjLxpUHSTTlGQqgL60S7b5BVRXhL0ejz/8jOKKD/uDR2Tru1o6gbXtFlstpQdSNmRxhG+YdCUgrbpCDyXZ08f892HD8i6YmDZOLaJYZrItsU1VJRGsltvsEwboagUecEhTGg7SRhFoMJ0NmE8mjEe9fAdHYmCbet4tsm1UEiKnLLL2TUNUpUYusZy8YDjmMxPBgwmAXlWEq5CyrJCdpCmOUVZgNphmA5Bf8i7d99SVgp+MDrSOBZ7ziYjqrJjvQmxrB6OOzpqXsqSj1dXnJ9cHhl6lcofvvkdp2fnvH17zeCQc3LxmOVuwSY8FuM1oeJbNVGcs96s2B4Scumy2OywAx+EoJYSTTOommOoI88LurYj8DxUVcH3eowGfQ6HA8uHFU1VUVYNw0EfQ9UQqonv9Bj0+1xcnJHGB5I0JtA8pPLHJSf+pIdU14KmCe5urtAMg9evv0BB4dPNA6ow6JqWw/6AIiWdbPjZl88YDIZstxukbHn76RNL+ZRi2lLmDXlRkOUlRVHw+NELdF07Xr0Pe8J4i6qpzGYTVssVVx8fmIzHBI5DnsfMz+couoplW1S7hjBNsLSSLEk5RBGz2ZTJZEZdV0TRDttxqcoKKSVNW/HFl8/p9W2ytMIyLVQcirLEtHS6VqJIhaY6qgIOhxzXNBhPJqDA7e0Dp6en9CwTzzVJk4hkv+H0ZI7pmGRVjSZMLKvDtx1m8xlVEdM0FZouqGXN53/2iq7q2O8PeI7B6v4epW4Jd1uCgcfp+ZzeMKAsS+IkY7VYs9rusIOAUeBz8+kaz/XYrPYIKTiZbSnrgg/v36K2EtEejaB1VbIrcz7c3eHMBrx8ekowHhOnKb/5ze9Ybha8fPmE80dnJGnEaNjnYKpEpcOJOWXijfj1H75C1wz6oyH/P+r+LFaydT3LBZ/R9zGij5j9zJn9anbr7W3AhUH4FBQcZChutuQLYySMQAZZSCAj2TQWlgVClrEvjOCmjLA5QqoqjqgLF2AfA8b27ru1V661spk5++hjjBGjb+tipLbEoZq9peJix01qzpwRGcrI/L7//773fV7fD3CdKV3DQddkfBsGBwOCJiMtMySxQhVF7t875ltf+SpClbJ3doIXxeSyCJT0TidMkoLV1Yo4lDh4NEU3VWRZZTa/haYNqRMlEU3V6XZaZWlZpPi7kKIocO0OgiCQ5BkL32NwMEFUZJI852Y+w+320A2dOIqgEphd3zFyBmiCQhaGuMMppmOwS3fopcwi2uFYJkfHR7wffkCQx1DKGLaBnFVItYSCjKarGFqDY5tIQkMUBUiqyN7JPqnQ8Or5C+abBUOnTfbVBR1ZehMnsvPZLLcURUNTCxwe7yOLAmXRHmrirKDu13irNbkfkEYRO6BpoNftYgwGpLsEQRJpKlDeSPCpG7odB1EQKfIMwzRQNQVJlsnSnCTPyIuCvChw+z1GukVnPOIr33rG1589o5ZVVMtCkmXSJMeUgaK9eWxWGxRR4mA4hark1fkL6qpEaBoOT47IwwQ/8HFdl4HboylL6rL1MuVpjaYZnA7HlGVJVZcUaUqd51RFiaBLZGkPz4sQ6pA0Tqirhl6vx3Q6pD8dUZQFXcdiu11iGjbvvvuIPM1p6pIkjtltfGLF4nJ5S8fpoChtjtRg0m+pKB2V6d6E5XyJ2vQIAp+rmwvOzk6xTBM/9FB1CHyf89eXaFob5FlP9/G9jBfPr7BMm9u7DecXCwa9fUShRJAMJpMjTs4ecHV7w3wdMNuGRNUtuagR57BYbhFkmSTJCbOSL37tmzRFwNXNHe98/C2COOHZ+QVRlmPpFiV1S6pJElRFJskyyrr1QjWiQNXULBYL8ixD1XSiNGGxXHLv9BhJktE0lcO9QwY9Fz/Ycnt3Tcc2CCOfXt8hL4vvqM5/TzcpSZYZTkbkWcp4OqYqK3ahR5yEuN0+1r0nPIstXpcF3a5DaNvoisZKMnDdLsLEZBZ3+J1Iwt9u6feGpGJBoZYk7ohNtUGVBU6tV8TeClU12J8esJgtef7+R3zxC19hPOqgWTK6peO4DoouIakSq5lHmq95cO+MJE25m83Zeh6qqmPZBo7rsL3wW0qC6bDerNEMnSwr6XW7pHlKladEYUhd18hKa7prwpiry9eolkXHUNgfdTk92uPi9S2VpVPFOroiUpUltm0iiiKT8ZBSlAh3IXGcEUYhqiygyCpiJVBVJVcX58yulxRVyWg4QJOPCDyfrmsznPYRNQFZlSgFyKuKpbdF7ziMDw6ROw694Zg8jBErkefPXhFswzaPJw5REbh3esp4f59dkbBrCuZJSPh8zpnymEaVWG83eIHHZH/Ip77/E+ziHWopEWchqqORZBF9ySLeReimju5a5GXJZDxEERqMTOK3/sN/ZHA4ZbVe4UwGXLx6jSQ39AZdOqrJsOPS77ok6Y6saGnTM/+OfneP8f0R6+Uat99lf39KWZfois5wOKTbcVqpfVlQ5SWCIFDVNZuNR5JEHOwftj4gReXVs2/xanbLH5r0aPKC1TbGNE1MRWK5WLFmiy7plHGBIens1lu+cveKe8UTfuBwjySKUQSJ48MDFEVjvV6xiyJG+1PSuKBMcigbwsCjlDRUXWsVjL6PmkoImoRq6yiWwdpbYo072GLOvYdnOI6NpilEYUi318Xq2OiaQcfqEu52BMEab+uTRAm6pjMeDcmHA06aA6qui6Ea2HYLRk3jhDQIUWWZIs+oFRmj0+Hdd96lKUpMQ2e5WtGxLQzdoKhysipvc5WKkqoq2xFxUdCIGaJQ8+D+MfPNmrkXEzcCsiSz2wQkVcXydka32+HxyRlFHFMVOf1ulyhNyLMMmoYizTkaT1AECU1XydMUzbRaZV5VIYsSktjCjhUBBp0uqipT1zV+uEMUGgJ/R1OUpElCnuZUZY0XRDSiiKQp9HsDmqYmDEPSOEaf7qFJInkF3npLHKtkhsrG84izhKPDKYquUJYpXaeDJMtIYusBK+Qaw9TbSYna7phUVQWhAUqePD3j1Ys78qpEEGVmCx9NAEmJuFQOuBVsxtYUQZRIiOHkjKQzYFl0CaKI9dEIWZGpG4G8yDkaHrURLw80wrTAVHXS2Od3goD3PkiQL7/KLinYOz5umZdVRZrnUJdvkorb2iY0LeE9z3OqIiOPEzoDEcs0qQWRm9sZSRLx9N4xo67FdeShyCKWrWM7Fm7HQNNkLi5efEd1/nu6SXX7DoNhFxGBIAxJ04J+v4emW8RJzlV9AptzlO0Nh+4JZ12Dptmy30tQVYHGlFjJEveqhKIv0zQeiqWzWK65/tI3GAyGrA8/TVKtsYwIw7AQgDgOUDSJrMgJ4wzNUlEUgen+GEWWKYu8jVcuBKI4Zm//gCgOieOQJIt5+OiMbq9HkuYkcczV9R2SLPD44UOaOma2WNDrdbmbzXEsA1WV6egdvCCiChNUzcAyDHqWQdfYJwh3FAOH+e0Sa9hD1i0G0zF1lSPJGlQZlqEi6gPi7ZYKvk3EjuMEpScj5w3vvPOUxaq9AYlKy9br9Fw0yyCrUpI0I4xTNMtiuL8PkoI7GtI0Mj2ni+aMsFWH8qigyBP6boe+69JUJXEU8/KD59wt7kAQeOdT77C93LBaLjC6NqZp8Jkf+BQbb42oAlmDqslIskSn02HPHVD6KbkhY1sOeVOyd7SPKIuU3o7XH54T+QEH94+4ub6mX2Xs1humR3uUZcny8oqupiGLTUsPyWKcTpf7Tx4Q+wm9gyHNJx4R+js+/OhDHov36ThHaIaO5VookkgeNpR5jqSoCFVNQ4VrtzL3WmjxNoudj+lYqKpKVdfkRcGDszPW/pa6LJAEmdhP6Gg2196WYBFSCGDINuv5hmdf/YCx3ePex59SCSWvXl6hqwaH+8cs5hsuL67IpYLuXhetllGl1oCsKhrusIvWMVnGPt5mht3vImkqWV2SZhlhHNHvuUiySJJlZGVOlqZ86+IbKIrCZDzBtBy2ixWarGLaHe4QUBHQHJuyKAj9LZZh4b4Z94x6fSzDJI1jaBrqqkSSBSRJosxLqrrm+vYOL/DYPzwgSwuqskBTNQzTZONtSfKs5RD2+nzfJz/Gb/6XP6COc6IwpNnFdE2dJM1wGgFLNynyBtkQ0SQZvdMhjGN0TcMyDSzTwtT09v9E0U4KkiQljtpQQFs3MFWJLMnpWDp1XTFfLpF0DdftEO58Gmo0VePq9QVCI9Drunzw/ocohoaqXuLYFrZlIKsKVVHieT7Nm2mNptlkssTDh4+om4r1do6myXQ6JlAyn89QVOUNFkkmidr4jDAKkWTaNOEsZTjqUFUCs7slsZ+C0B7KNcPEj0M+ME45a27oRHc4lsM225LGKWNXoM4W3H74PmWSMz06JMtyNF1jXGzx1jvKm4+gqDk4O8Ocdnlvs+DS+Rij+hm6LRDnrVlXlqQ36dICgiwThBHQer1kUaBMU1REVM2gqltLgKbIGKbB8dEB00EHRZYIdj6O3cM0292yJorUdcX+ZPwd1fnv6SZ1erpH1SSYdo+8zMnyiqIoiKKY2WJFqA9w4zluvaUXipiriPHEJVdjbKumtg1e1QVvKyVFVrBee5Q7AalO6DjQMUvirOVdqXnG0ttRlAUiBR/7+GMGfZeyKVj5W0QJOrZDXYm47pCj3pTBscvsbk6aJeiGxtHxHldXl/j+FlmSqJsGSVbZbhckccagOybLSpIkpiwroriNlN4/OESgIS8bfv/zX0ZWZJ649zBkmfVqScc0KGyLZT1vyeWygmWaSKKEJAhoioCU1iiaTtZUqFQ4qsHSD6nLN+5/y6Q/7CKoMpeX5yRZRrwLub2+pVf2yZucLC9QTA2nP+Bj031evb7k4vyCVy8uUEqBXrdHRcMnP/VJTFXmdDql3+nSNDWBH5AlOfPra775/jewa4WeZVNmOWkao9sGoiKimQq3i9vW8yM0dEyDaL7h3uCARbbm/OYG3TSQDIWmaUPVdl7Abu0xGg04e3DGTbRGbmC7WKJpCqN+l+Dqhs7hmHHPJhYLlnmKJNTomkhcpHz0/keMnQkPHx2z9tbs0og/+PLncXsOSXOADPR1B1GsMQwNTZIItxJFWRCEPpnnk9Yl+4eH+FFAGO6QAbfTbeNEJL213NCg1jLrtY9j2GzFLWf3HyErGpfnVxTbjK2/xZlssCyDk9EBUZK1h5+qQLV1alVCUnX69gBDVNntIvzVhizPmSoNCSlJmmI2JYgNdV3x+vI1CHB874A8z4jSmP5ogK4bTPemhGHYyslLWN7O6DsuEpBnKVEQkDcVmmrQ77hoWovjqfKWqTjodOiOh0RRTJFlRLsdy+WK46NDXr264u7uBtMyOL1nYBoOL89fkaYbDgQBTTeYzeZohs713S03sxVCWREGbeHv9ly8xYJef4AgCnz44iVlmjMwTSajAbptMuj2UWSRqipYLxfUZUOZpfi7HZqqIYsiiqzQ0VV0WUESBNRBj16/TxgEyAd7DIYDpvsTVssVuzAm2oVMxhN6bpf9vX3KquRutSTwfbK0INhGDPtu60fLSnRDpyhK/J2PMG6Tct2ug9055Ohoj7urSxRJZDDoEew8NEUnTXOKqjW7VnWBKAkM7D5FlSOKMsUQ3n33MV/5xktUVUbVVLaBj9VxkGm4bxTYYoaYRvT1BkkTmFolgw4IXYnMUujbJYVWo1mw5wp87fKKQ3Zors2JXXE7f4G0eYV5/DEctwdFRFlVCHLrta2bBgEBb+uTRimWbWKrCmVdIwKSrjEdDvCjgLIsMBQZQ9VQRRHqEscysIwJg3GPqs5Zz5dsFws0o/139508vqeblNt1sTsWdSmRZVuSJOPq6hW23QUEsqJdSsZJ1iJm/IAsDbFNmdPjfRJVRwhqFEkgrSpkRW4VQBdX0MgURY1fhgzrGmoRXdepkxpoEMSC/tBh620osgpRrOmYJpphIMkihqZiCXUbqjg5YLmcsd2sGPS7rNdrBAQkUaIS20RLSZQIoxDHsTk/bxVudQV+EHF3u8S0dLK8bGPF/QDHcmhqsAwbSZaxLAFFUfG3Pq5jtDHuqgxC64ZvsgzVMNC7DmWcoRsWtVdAI1DmBYqtE8YhcbJDUuQWjOp2KPIKUVAIo5Db5R2DyQhMA6nKyZoCWZbZ64+QJYX+aIBq6wiqwPXNFenGQxYkQn9HUZYcTfcxDYv79+6jKhrH+8fMCo+mqRmNBlzOb8nzlOVyy9OnT9AlDaNS0TA5u/+E9fXv0cQFim4SRTuc0mHYm3Lnv6JIS8b7e9RSjWkoVHnO/mDKcW+P5fUFfdvgwekRkqHQNUyM+/fZFTVesONwf8rqYs5yPaM/6jE8GCPKDQfyHiUlpVDhmB1M0yQPY3RFZrXx2QUhSBKyoLD1ttSKgjlwaSSB6+sbzo7vc3M9Y/mVb7F/dMj6do0kyhyNj/A1iySOefDkAf2jEUEdQy0ytAdIlcj2aosvrNE0BS9NGO1PUXQZzVRROyZyI+CVIXmtoToGjSeR1iWvLq9xxjYPnjykN+jhBT6n90557/1nNGLDarMiDEMM02GqGVxf3rHdrun3+0iFxIuXr1jd3uGqBpKsUkklg26PSb9DkRXomoEoSFiGRiWBl0asVwsGgwHDQY/tesN2nTLoDzEth+XyQ8pKhUbl4uKalbdBkmVESSLKMmoEwihmu/MRVZVet8vJHrj9ETtdx1BVSsdGlCQcwyAIPDa7kCrJkGWZB8Mhsiwii6BIGmkct+bUrKAsG8IowVBVdA0Ws0Ub51I3dF2HpizfHNBsbN0g9gNkUUaoG7Isb5ufJJGEEf39CY0mMx6PuXp1ge/7aLJE17GomxoEMAwdNZeoRSjzjI49JstDyiyl03HYbtccjY4oq5oiywn9HbZjYug6jmtTvFFb1lUFssRmueHrX/smXlAg35Nx+z2K2ON2saIYVAgK7a0VAUlUiMOIKNwhSwJ7eyMGwyGW0+G//O5/RZJkijQnjkOePnqI4/b46nvvcbtckOYloiRRlBl1niFJLWZNEmREQaRpoKqr1hhdN1RVQ13VSKrariGanGHXwTY07m5uiL2GiWMhCYAAuyCioabn2iiyhqFbpEnG7G7+HdX57+kmFTYmeaaw9UP8XEQ3+gidmkxRETWRJrfxawWp0hAjiV1dMO5ZzHcBhXXD4MRBkCSapiZLM6qq4fTeGetNhB8kzBYbQiVF6OistiGWoaHKCidPH/Lo6T1WqxX+m/90vV4XJAlJBEkQKbMM1VIYdPvcXl+SJjmKLJEmbZy1pIgYqo6YFgyHA7ZbH8MwMDSdpi4Jgh1VVTOfLynziv2DCZZtY5k9Au8Z15czKBoc1yJPC4JdhOsOWS9mpGlOmufYjkGaxsiSius4+HGILIk0okSapsznayptvxWYJCHReo5mGgTBjuVsSVe3qBuBxdajMSQyQeB8MSfVZYaTMeOjA66/9RIBWAdbEjIeTx8znPToGRr1rmS7WHN3e4ckiMwu78jiiLiIGZ9MkV2FvXfuoVs6siohiRK24yCJAqvVmgfjU579wTd5evoYXTKxJYup1SWvihZSKaska58mLtA0FavvkBQJqiST5RnvnDzm5vUFeZTw+OPvMD06wM8DLE0nikq2yxlZXaHuOwwOplyG58iGjDtol7qqqmLaOkWSM+0OUGtQDZnQi4jDFNvu4icRWRLTCK2hVUBkPJngeQGvL6746KOXOHaHJH5NkiQIYsP5+6/RBJWu6SBrChVQVQ1N1VDWsLi6w7Id3J7DPN2wSny8OGA03UOoS4qiwnY6ZHFKlidYQxeryIiiGLtvc3x2TFEX5HWJosp4O580i/n4pz9BlqUUXkC69fnqF7/Gdr3m8PCQuhD46PULqAT6gwFZliEVFe6+w353SM/Q0DWdPC9J45wk9BmP+wz7HTRVJY1Trl+/JoxD7t+/R783YL0NCJMEz4/RTY3FasPdakEtCKi6RiOKWKqK2+sSRTvcwZD3nr2gqUWkBgxNJctbj14Yhex2Po5t8+StpwSrFderOf39EXVVoIgCmqximBZiI0INeVlBWeN0dKbTCb6+IfACqqpAEPi2tHwXhtimhmVaVI1AUbYiqlk0p2dbGLpOVKbYHQdFlBgNu6ybAqejk+dJu3vNElRN4dHDM15sIigK0mhHxzUp86zlVdY1RZGhqCoSCt2ug6JqNE3NcrWkKFpyhqbrrBcrmgqoGyRRbPdDZU5VNmiaiaqomJaKQoalm5i6wcvNijQNMW2LpiloqgLH0rEtk12wQ2gEqqLkaG+PxWaDH3iIgkSa5zR1haRIFGnTsgs1DUmSSaqUsiihgX6/T103+L6PoiggCDSVgmPoPHxwiqEpHO+NCbwdsiRycXlLnldcvr7CNlTefvsh682Sg/GEqhGJovA7qvPf003qN5cDFNsmK0p25Q5F1GF4j/Vqi6Qo3JhTnKMO4tDjOkuxDJmR2UUSS84rA+VG5Yk5p8gzTFPHcXU225D5Yk0UtzSFXRjhizVllFLlNZJQ0u87+GuPJE4ZDkaYlsZgMHiD0wdVUyiCjKv1NZ1On7vZjCzJcbsOjdgQxRFRHPDkyduYokjeMdhuttzNbtAOD/n4x96mrCoWizXRbkebg6CQxDmr9ZIsKWjqkqKuiOKEcBeSpBkNIrrdoShrqqKhrhtEUURSVLbrOZvApzQtVosNi9c3bMIG5VBBlhVETUEsc5pGIMsLmgbKBiy3Q9jk1JLM+PSYRhQIdj7B+WuqKKEIQtzhEH3oUlQx/UmfOA3ZrTaUQYGhqHRsh2Drk+0iZFGg57iogtwu7x2NXepTFAMsW2cXx4CAKCts7zbsbjY8+GOP+ei9j7j68CWbYIHUV7n38af4a5+bF5ek65CiqKnkhqRMqbMS/9ajkFMuXl/yQ//zH+XocRvsttisedC5x4fPz7ld+zx4+phGENluPQxNI9h6FFUJgkC328NwLZ5/8JzRWy79fp/ruys28xWKbrANt+RV2SaqQpuCKrfIn+F4zO/9l8+zC2Kur+bYxhsyPRVoEpKsIWoqYZpw/v4Ne2fH6IbB4FChjDLUQkBFpt/row4dkiZHlSXShtZXI6dISMhqi2TShxY4EpZl0J/0WK6XfP3rX0GWZRRNQ9VUsjTDtEyKvCDcpUTeDkkUWS7XILRWizwpqCuoi4rheMRt05DFEc6wi6YbpGlOWeTUdUWWJhSiSBwELBczptM97t0/oiwrrm8u6faHdFwbZJnBaMjGW4OsoGgqqqqgqCqGZdLrujRiQxjF+IFPXgtkpUDeyRmbFuF2gyRKIIn0hn1c2yGNAyzBQVFkJEUiyws2UUpHUJAlFVWXGWk2RVVgu13sjk1RloRxgiyZFIJAluUUeU6Dgl8IBLuUuoG8LNtgTlWnNm2iqqQKY2zHIfLX7E8nPLh/QOQHiGKrdtN0vX0916ZTCeiByu3tLVnSYTQeEQS71l8YRuh6jqpqWHY7ItR0lZHaJ89yREQMzYCugGXAW289pRJNfMVl88Ij9LdUdYUvPgGjpNezEQUJTZXo9mziaIdlaexPR2w9j8uLguV8gSybBHXN0eEh/Z7bhpyqCmGWo2sKQVmgqAq1piKKIkmaYhgtZktRFLIkJc1z6qoEscVNJWlMKjc45iGSUGDrBlkEVCUVIs+evea3f/sPaASJ4+kIRTW5uL3mW9Ilaezz1tP731Gd/55uUqev/xPjvQlFWfKFL36R0WiC1e3hzpZomknZ/QQH8S29akuchuhRg7ETaKoEVYOHj0447hxQFO1fehTHbL2AzdanrCS63S5VAy/OXzMuS8qqIUtCaioMwwAqsiyh33WxTJ2NvyWOY1Jxgut22cwuydIFrtthXXpIisz+wYSGmiiMgALdMDh2j6ARub26IstiHtw/w9v5dByD09ODdol7fcNquSHPQNO1Vrpe5m+Sh1MkWWY06hKnBXkSkSYVUZhgd0wQRbK8YBclSIKMrhtslwvSUkPVFARRJqtzZEVG0lW8JGrXJ5aKaGiUaY6oySCUnL94QZ4mPHn0mO0uZXR0yNlbj7i6vKLXO8Pp2gSzNaZlESURaZYjSBLL9RoZCdtx0RwNxTSw+y55XTCajFFllY7pEnoRRZTi2F2il2sO7AliJfO7//E/8fzDZzRyyuOjT2G4Xb76tfd5+cEHaIJMt9dHMCV6ox6JH3A+3xBXEd3hGGPY5fn1Hd/4+ldaT5qmMj04QXFTzs8vUQWFB/vHHL09Yr32CMsSx+lgaTazV3OCu5APkme8lAXOX14gItAZDgjriG63R9U0VIKApMgUecHNzQ2NInN074i+O+Hlh8+ps4petwdyg6gI+CufV69eUTcNZt8CQSQvKzRDJZcFFndLepQMulPKqkSSVLK8oqkFyrxCsETqpiEtC+I0wQ88VEXG7g9QdImOa9Pr9ymKDMtx8AKfu+tb7p2dosgqhgpBvmUdBJi2zXRvn8APWG23HA8nDG2LsqzYRRFpmVIVBcWbqUNdFwTelo5t0nMcoiji4cNTJtMDbm5vubtbYFo28/kte/sT9mWZ7dYnLQo0y6ShaUdKTdUWwCzFdVw+evUafxcxPjikCBIUuSXw70+n+LuIJE2IohhNknAdm4FjoUvt1OJy/CkCwUR/Qwgvi5KyKFEUmWW3wzOg6FQkSoKstN6wXRS3OWma3tLn0zY3DUkkT1NMQ6PbaW/2w36PZ6XA/+y+YNLViZOQ6WSArEjc3NwSxiVhGJFqe4ynExxc8jwjjBKaxZL5fMb9h2doqkoU79ANHd3UyfKCuq5wOy7+ZkcSZ1xd3VHVFa7bx3VdgrghjCKWqw1lmkDTYJkGZXlDU8somkxVZyiKSKdjYpgadRwzGvZZbQJ6rkuWNa0MP0+5eP0KXVX51Cc/TiNLBGHG/yPSSOIMTVYoy5IoiqiqBkWVsU2LIs/J8wxZFDAMnfFkir9eoasym/WWR2cHdF2XD99/Thjl7HYeQdSgGANUU6eWdN7/6IZNFKDJMqOeQ5ZL31Gd/55uUr//hfdwnNfouk7TGKzWEZc3HnVdoygZi2xJ41+AluC4No5pIVC1wYdChaIYCKKIKIuIQFGWyIrKaDJls95R1g1VTXu6j310TUNXNQpBYT73mM8u6XRMhiOX7WbLxcVrDk6OydOyZewZFufnF6RJwsnJKfsHUwSpIstyLFtvT2FCyXJ2RVPlKKpMFIcEgY9Au+dq8pyiKplMB7jdLl/60jcJ05D9vTFlWUBdMJn0ABlZNrm721BLCsu1z3DYIysaXl9dsIsTNMMiimJKQSJMCnR3QNU0BNsAp69idG02eYR7MkZDxVYNXr18yXsfvk9n0OHdz36Cg4dHzG7vuLm7o84S9g8mRHmEZEioukIZp5RpyWQ4ZjqQuX5xwd3tjKxpyJocS27aEElN5PLmiicH79C3hmRBgTffUiQ5A92h9BKuX1zyzsET3v/wI65ub1Fsg8ff/w5yv4PsmBw/eUCcJQy7PUQBChVu1nM6soY76FBuS/I85eryBjQBWXUI04zf+a9f4VM/8FkODg/wo5C8qnn4zkM0QWadxXRFB1t1UCuF84tXjK0B5x+eE+x26G/GIJUY4IxtGhpERSaOwnbEokgsF3Pc8QjV1BGVBtsxadSSosjQDZW6KamKkjzPGQ6HHD88YxFuaSSJNBWIm4rS1vClhir0KMRWURXczWloONo7pOt22KzX1GKD6dhYrk2310FSYbtZU9U1xyfHbDdrmkbAcjrossZ2G7BaLCmzBlGU6LpdBES87ZYwDNGQ2IUBiiiQZyXGyMSmw3a7Q5BiJEkkimLG0zH9QZc6LzF1Fbdr4wUb5ssZRVXhdBy2K4/BqE+NxPXtjLJpAIE8y6nyDOtoD0WXqIqK5d0dSZIy6A8QJYWs2JHnObcXNzx9fI/57QJJkamzGn/j0dVUDvf3cSydxWxOo1r8cHmB0+QoSFSUoDSINKiJTFWXpFmKLErYmsu2jAiyEAqRwq/ww4g0rzBMA1EQEZqSqT7CzCSyJORx94wvWQ8xzAHDgcp22xJYDKODAKiyQrfjsitLyrzAMAx63R5xErJaeciqSsftIMkS/f4AURDY7XY0jUBRZpRlRV0LSJLQpmALMrsgoBEUtjuPtBq3jToI6HU7WJbFsNtju1mhqRHdThfbNqAG01QJowBF0Rn0u7x4fsFivmE4Hrbp177H3sEhYZbh9CwURUKIBMoCLEulqlpYdV3X1FUL8JUkCU1R2rh702ZvOmbodsi8DXGWcX51RxRlzJcbbm6XZLkIkoZQS1SNSFLVZHlBUYkM+h0ePX2EqYvfUZ3/nm5SVaMRRiW6rnJycszLi9esNgF74xGet6FyCt55esZ9F168fIEktrHpcbwjS2K22xjbjDFtB0kRaQSYzZaIooxlW3hBSNmtUVUNMVcpRJGmblh4Id56g1gmjMdjwl1CWebYnQ5C0wohwl3aJtsWNYIoIcoSaZ6iKAJVVaBqBr2eSxTFiHLDLvTaUU2/TxynKJqMqisIdU4YbdE0G7vbY/9on9ndjLouEUSRJI1xHB1JEkizGMuQkTBYzBdcz7bImkBegKrq6IbGze0ttSCTlCV6UZPmKe89e5+qLHnrB54wPNvDHHXQJIM8yHCSIZPkiOvzc7Y3K/afniIqMl3DJIt2+MEWMVfpDV0MxcARNWQL6qJhE3gIqkx/OmawN0VRZSzDoN/vUQo51/NzlEKi9Esunl3wB//bH6B2Jf7En/njKJqFP5yQKjL/2+99nrSq2DvZ4/DRPfws5vLinPOrc979zCdYzGeIwL2nD7i9vkZMS8yO3cp6VRFD0SjqEllWEWUZ2dLxghClY1HUJWGZElQpgeejWgojd0gZVNxd3DByh+xPJkh5g+95JHmBrMrEdUoUxwi6jKYazK9WbHY+w+GQcOOx9nfkDdR1gy7ruLpJnRb48w2qZaBrGoPhgF6/T5IkNLVAI0kMxwPG0zHXVzcYtk2aRSiyxmKxZjn3kBUYuH0MRSZLUybTMUVRM18tsLs2ddEgSQ2z+QzV8LAsm50f0jS84eTVRHHWfladDlVdEcetmlSsG7Jwh6F0yYscQVYQJZkiLHgxv2G8N0KTJSyrtQyISKR5hNPpsHkTyrnebDEtG8exiMMc39/hBRFub4CWp1zdXuO6Lrra7h9fvnqFY9voukpRFlzf3CAbPl6YU7g5liSRhglN0bDbBcRqSr9n0R8PqYsCao1Ox0GWRJSyxNElVFUlCnMEGtI0Jn9DZJ/0ewg0IMCwozPpdtlstyRZThFHdHs2J8cnRElEkcQIVYpYSBxOhihSSVPmKLKA560pyhxFbstnAxRFSZEXxGJMWmvEWYy39ZFVCcNqs6NM0yQIPBS1VX1KkkJT12QVJEmGqZlUlYDTsRCFdowryDaXS588KZjuH7FRltiOTqZrOI5LuJqzXs6Y3c6ZDIc4jk2extiWxWa7RZZ1+oMON9czDF1lPB4heBL7kzEb3yPaBaxmCwRsFFVGkkRkVUE3jTej0BrbtKjrBgUBxZCoy4LXr17jmiaRHyKKJVUF23WEanToDuFmtiXNcnRdxXUtagoM3aDXsfkjn32HRw8P2W4W31Gd/55uUo2kUtQVQZyzDmOKRqAocnqDLk+f3iPL+/S7NQcTjb29Ia/PLxFliayqiOOEpulSlDVhGGPbNiLtKXG+WHJ0fMrlbEaW52hlharICEobl3F7d8tAVzmcDNhsPaYHfXq9PrIsEeclQiPy4bMXmPEWUZQ5OT3GNI32JFEUGIYKTU2epSRJxMnxEYP+mJvrBVUDm8UKRVOwHB1RrJhMxjSChB8mzJe3GKaO69rYlgFN+5r1m9cLwwxdd9FUnZcXt6RZjKopHJ9MMXSNT3/yU9zczZGVgPOZRzrMcUcuaVzxhd/6Mp/MPkmh1Iiqyi4MCaMEJI2mNnjvS89ZLjccPjmhkHLskUUl5ci6gKQLVHmOhMJ0OMT3Y2pLo6GipwxwHIcwjNA0DcOxuXr9nHwb05ds5FTk6r3XhDceDydn2JpDmhZolsXk+IQvfPNbxGVO2UDgh/ihz83NHb2DIb1xj1zIefXqFft1SSOLpFVJLUs8efctarEk3GxZbFfUusDhvVOmJ3uEWYIot0WCvMA1Tbq2g7/YUhYZhmHScS0cySGJItabDavZnLKuOHh0xltPHuJFG1bBBkmx2/DNFzFplrOLEjRJ5OOf+T6WixVlXpGECd5sTrjxOHl41kZa4JPFrVy8EkHvioRRQJSHdMcOqqrioFHkNd28Q7D1ESUBb7Nm6HbYn06ohZanNl8sQGrQTZXRqMfp2Slpmrf5P5LE/MWapqjp9Hp0u136bo+qqvG9LZZjsfMCsjBux2BBiNvr0ogSRV1x/vqGwA9wBi7eJgFxyyc/+YRgF/Ls/Y+4m6/o9W3uP7xPbzgiCAKWmy1ZmVOkJa9evubk0X2COKXj9om8gFiqidPnfPjhBzy6f8bbbz3EdGzsXp8srwBI0oxOVdNUNZIsEm4DOr0uVQ5xUtExRaqiRKwaRODu7oZYrum6PcoiR6TGtHQkUaChRtfV1u+WFeRZhu+tqfISS9epHAtBlpAo0MSaJA2pmwpbd8mTmIvtnN1wwLKJkSufXr9HkRcUVUiWF0wmI+7uZjSigO8FRE3K/tEBx/cO28DK7ZogCEjSGKUUsG2HIquJohhdUxGl1sgrSjJZliMIUJUVRRrh9vrotcX8gzXr1ZpdpBBeXBMYNUGQEkftGE8RZURRYLlc0e31W8NwkdN1LP7YH/9DraAnCOmPetzd3KCrGuNuj8XGQ61kEFrielVXGIaOKEBVlGRpiiSJSKJMXVaUZYMoFHiZhyg0IEoslh51BYoiM90/RNJNwihFlSXGowF5mRH6HknoU1c7LFOiLvTvqM5/Tzep9bt/kpJ2Nv9B3SCefZJx8H/l+fvPMMQzTt56h8cnMvMPv0xRNXRdi95gzN3dNZLcXmc1zSJLc+I4Q1YlTs/usfYigmiH47aoG5qa7XKDqBkUVQFlxXg4QlTEdpGcN1S1QJmVNGXNLkjw1in6bsfe3pjN+g2vqmMyGrq4rktDmxZr6RZlXqKrGo5tk8QFomJQlCUXF9eYdpu9JAgiYVJweLhH5IfE0Y6ia9DvWt8+0SmyyHjcpak1Hj6+j3y1YhsErcNb1Wlq6HY6VGWFIEgswjXfmC2pRJieDEh2Mb////wqkZDijHuMJiNM24Q8I8sqgjQmO49QTJlyUXDv8TGdUQ9ZkigpoK4xBiOUQsQwZXTLoaFseXzbFbbjtBL8xYqX779AbjLiuy2HZwNsUUNF4q37b7F4ecsHX/+Ad979NKHvUxUlk+HojZflgLuvzfDXPtPTfRRZxLB0Hj55iK7rnJ2dIWQVxSAhW4ZcXF+j6DL3jk/JlAbN0EGWqJIaHZE//P2fYX5zjSyJeJ5PlVdkVUlTxRi63uYPpQW6aeH2emy8Ldso4GP7Y9JNiSZnbEKfu9mc3nCAruo8ffI208M9irqmqmo2yy2lIDDZm2IbJrIoUaUFVZIjygZlXiI0Fe9+6i2ansiH15cMpwMkUWS73uL5K3Rd5xOfepvZ3YwkjNjfm6IqEld3dyiyxNHBQUtfqTJGkz0kUSAQfNIkRRaV9obn7dhst6iKRlFmBIHf0kcMHUkUKbMcTVYRRQnNMCgbgbQomK/XxH7E9c0CWRQY9Pq8Pp9xfjtjtlrw+vySz3z8bR4aJkWxozcYERc5WZm1IgRDIc3SFny73jK7vUPVVJx+Dy8p2O5i8hLW2x1RnGKYNtO9Hut+H90wARGENnpms1zjOhZpkfD6xif2At56/AREiaJsiNKEJEmZTsdYhsl6tWTQ76IqWvurLLNaLZESoW1aitKCZquK/sBFV0Us3USobRRVo65LdnGEJEGn6zIddpjUBlES04hiG36al8yXG2aLNc3+BFlVESsJUZERhNaUrupt5tN0Onkz6hcJdx5hGNE0Ar2ejSRJpEVJEIZ03S79fp8obfAuL9jFDn3Nomw2pKVAGOcsNzmiYpFmAffvPaRja4xHfRbLZbvykASaWuT4+ICjo3vcLRYsliv8+ZqyKmgkEUXU2Z+M6EU2hqMiNQ1NLaEoKqoi01QNmiijKSJhmOB7O2zHpWkaZKnBdSz2xkMib4ut64iiQJLs6HYsxsMeFxeXPH/xEY8fPeCdz3wS6oy68Am2HvV3mHr4XTWpqqr4+3//7/Ov/tW/Yjabsb+/z1/8i3+Rn/mZn2mLOdA0DX/v7/09/sW/+Bd4nscf+SN/hF/91V/l4cOH336dzWbDX//rf51/9+/+HaIo8hf+wl/gn/7Tf9pCX7+Lxx+t3ifPS/KyYrnyub7/x+kMJuiJzHQ0Qej1qMo1w34XPwyZjoc0CBzu7TEZjyizFpaYJRmdbpc0iFFVhbMHp1zeLWhqUBUNTTNJiwpdrDDEhrfffQvb0onDgLppuLldMluukBUZsdH4lpdRXtwhezfkeY6qiQhCwXQ6ZL1qb3Xj4QDd0Bn0BiiKRpyklHmJ53kslluC0CPLQvb3hqiagKG1nhHbsknDgM06QBag7z5ox1giNHWNouokaUVV1AShR1HWqJqBJMoURUqeFWRpC+ccDnp0Spe7C4/1asXZoyM2C4+rD2+xViFyrnETz7m+vKQz0HnrE49469MPGU76XFydM7td8vjpY5qyJK9qCqHi1eYGVzTQBRVFVOkNOjgdk7vbO4o0wdA1iizFtTtMHBMpr5ErCVNW6bsuxS7FWy04tobsDYbMvS2jcZ88iqmFmkoR6O2PWfge27C99Qy6PQRRosgKLNUgiyIur664ev8Vw2GfruMiixJRmSCWBdEuZLtcIVQlpizhbbakkyl38yV6pTM0DHZ+xHa2wl961HnLiTSHXaSOzoubV7z/wXv0T4YM3QlaEHNxd0NT5LjdAQ8ft5k5//UP/oD1dkuDQBJHxEXFaDigKSqqvGTcG5JHCUpZE4QRu2DH4cMjjsU9mrJBEhsGAxdL1wmDHb1eh+m0hyzIWJqGt9lSlhmSCJZtE4URs+UdhqmxP50gFALLyxlRltEdj9BHGv7Fa9yuS7wLKesaWVGQRBFdUZBcl7qsEXWVqqpoRJFC1PDvfRopKbhUFDRL506WiZYpqXpCsX9Mbj7Bv3+P3/FE4l3NZDAijzKEBhRdQXv3Le6KkmWz5TZdUBwf0gCBY3KTdCjFHuXO4XU9Za1b6IaFqhrsKon4dk7seZiuwWDYhmmOJ310XcQ0RywXa77x7AOSzsfoD0e4QkGSxoyHIxSl9SuKokgY7t74Cw3qpsbf+aRpiUh70FRUBVWR2kOPoZHnreBI1SyqskRSGuZSC5ke9oeEl5c0gOcF3M7maHqEaXcQdJPUT7ma3yKpAqOpgyCIbSKvplOUJUEQYJkWmqpiGAayJKEqMkVZUNUNRV4jCSpJkjNf7vjWsw/ZGjbWdtPaUlY+SRDywUe39HWRKMrwvB2KCNUbtl5rF8gZDHqUZcOzD94nCGM+/OAF19drnr79FD9LOH91Tmc8RlcVho7DbudD01AWJaahIUigiAIikKcJeZGyC1oFs2WoVEVOlaettYUSkGjqCkNXEAUBqEniCEUSUSQJt9sn9Nv6VNT5d1Tnv6sm9Y/+0T/iV3/1V/m1X/s13n77bb70pS/x4z/+47iuy9/4G38DgH/8j/8xv/zLv8yv/dqvce/ePX72Z3+WP/kn/yTvv/8+ut5e7370R3+Uu7s7/sN/+A8URcGP//iP8xM/8RP8xm/8xnfzdhg4Gru4xvNTbEPG1hUUTYG4ZjFfsOlvCHshQxE6lokoAEJN13FQJRFRUWhqgRqBzWqLH6UsVzFp1WBoBrIaAzVpmlIL7VVWqGpESUEzHIqy4fX5K8K8wHFdrl+/5uZqxvyt/wkjSfnE2X1Goz5ZHmGZMpatc3g45uzsGFUWkJDJsoLXl7eEUYa/jSjLGss0sG0DVROB9nQ7nYwpq5peb0QUBJydnFGVJVUNAiJ5ntHQZr1UFYRhSNd1KGuRJI4RGpVot2pvXU2DLAntjq5ro96ULWj0/Yrjswlvnz1iuH/Ei/NX/Lvf/S1WqyUnZ2M0G0Z7Fq6ro6saYiWgKyaLzS2r9ZrTo0Nezy/paR0O3QmuotA0FcvtAq2rY2s288UN0/EQOWvoShBsfNIwwjZ0en2XVx+9otxF2I7Fnb/BzyP8xCeOQ8RUZOdtGE17ROURg8kIzbSwTYsszSibHLGCOAi5u7pl0h9yfHCIbKkkVKSrJU7PRZNkFld3TDtd5udXFF7M9mKGWUo8vP8Ishqtt8/LHAxFp6lknn3rI3RZQzU0aipevHrOg5HEwf4Rnb7L/G5GllUURcaXv/xl3n3ylKHb46PnH9Efjtn4W4ZOD9O2uLu+IVz5aLUEeYVtWWgdg0ZqkBSZ1NuxmC+QFAXbtnFcl6vLNY+fPECTVWRZxtZNECriLCFOPfzVkrzKGQ0GWIZJFMRcfnRFsknojXu4lotiaqw9D0UROTw6IE1yzl++Ig5DpEqk67iEuxBZ19vbRdNwX3yPzDYoJAhXPoLUIKgyjmOhVRVhXlBbGsvtCtfRMVWNu9ktqiBgahqT6V67Y5st2FBSJQlFXhLEMXbTjtGzsuD6+prtdosgSET+lsbMMM4/pC5Kol3J8b1DpqMBXuAhy2DpNuqbUEXbsrkxdMQUiixHlWSiMEISGvq9LqZtkqYpq9WaNNHxPI84jmmQMCydWmgP13me40g2sipTNRVJGDPQB0RxTJ5HREpE4apEcc1qs8Ht9jh9+IBdmrPa7MjykHl+RyybCKLCLsx4/tEVtmVgWyaNWBNFJVUZkyYFtumgKRqSLIMgsAsidnGBaXRIooyN57NLKi4vbsjvf4K6afB2HqPxhKVuUAgSaVZh2R003WB/fx9ZEhAQaJp2RJrlCVXVIAgVmqYwnUwJI4iTAlGoqVEw9A5FWjHojXnlPGGLBg2YukaWtocgXVXI99pMuTwv2JUlmSJRWiaxqiCrCqoitLv2668yVmokWWI0cLFsk7LI8bdbUl/A267QZYVO/zu7lHxXTer3fu/3+JEf+RH+zJ/5MwCcnp7yr//1v+YLX/gC0H7Qv/RLv8TP/MzP8CM/8iMA/Mt/+S+ZTCb823/7b/nc5z7Hs2fP+M3f/E2++MUv8n3f930A/Mqv/Ap/+k//af7JP/kn7O/vf8fvZzh0OHEOOT+/IU4KZqKISEm/66LKEt7W4ya6Q3dqpvv7qLoGiJR5TZ7lWJZJVVeIotx+2EaHzJHJtgF2xyK/uWt9DJKAaZvUAsS7lNubBVsv5PrqmtV6xSQt6ccC82VMWUmcnp7x9J7DmSMgiBV5niM2JYYpYzsOtmVBXVLkNVsv4OrqjvYEIlA3oGoyHccmyXY0tYBl2RiGigBIYsVg0CFPU1yniyCKLDc+hq5QNzVZlpJlAuu1T1XLbH2f1xcXTMcjuo6OIkiIqspgMGCZzMnTiLcenmC9+xY3F3OipmJ6tke88vGXM955eI/o5ATNFnnr6T2aqmK1WjPZ30dSVZIkA0SoGm7u5himBopEo4qs/A3eZgtCg2IayErJYrWkNnJWiznu3j7f+Mq3WG1iMlnAHU159s0PyIuEgaGQv37JOvYxuyY/9Cc/y+3NDbP1GimSMEyTwWBAlmZcvHpNXhQ8efSUPM2Y382wDINRd0DXdSnrguVyyfLiluPTIzQkDEEk83ds7hYIwCy5Zn//lFGnx/mLV2zinE7XxtI1rq8WJEVO1+xiWRoPnz5ieDamdzJA1kVeffASQYGD8T62bvPhtz7iy1/6Ev3hkCIroWkwDYuGhovrKzRJxrQN6rjEdl0s14IspGoqZs+vKIOY08khuzQiLUrCKEAQQVEkXNcmCAO2uwxVVzk5Pcayu3ztm+9xND3CsS3Wyw2marO8XhLdbbBtB2/j0ZG6dHtdfH+LY9k4lsWj+4/a28DVDVIFoiiSRRlVVWE6FkpwQ09RqPOC88sL7HJIlOX09/fxPR9RELBF6Igyp4MDNvOXWHWNo+kYlczbqkW93eEvbhnvfJp6zWoXMP/oOVLPZbw3wZYMlFVNbxdjWg6B71NvG3bzNVkYg9IW3v39AU/fvkccJlRJhdux0I4EijxnJgiYpoHcJIhtsDu7XYSmaGz9kLIU0A2FME4QRJHHTx5zc3NDWRUs1wsUScHQ29DRJAnJ0pyqqnn+/Dm2ZXHv9IBoNCLPl1Rag/XGb1bIOZ7ns93sqGpYmhqNKxFFGWXlcXsVc3Kyj33fod9xiZOQIMuYzzwiK2Vvbx9BlonTnKJsWCxX7MKcF88vCHetIvfw6JRwuscoGSFUBb3xhNuq5qPzV7hiyaOjfWRJYja7o9t1UBURUWoVglVdIikyVVkgNBLBbsdoPCCvalRVQatbr5bQNNzN5mzGpwwv/ysCDXVR8GA6ZTLsMhx2CbwARVHZrLfkTU5PMzkcTOh3O0hqxv6By0Xl8sXimJ68pKobqjKj7zhMxkMmvQE3lxctxmsbICv/AyTof/gP/2H++T//53z00Uc8evSIr3/96/zu7/4uv/iLvwjA+fk5s9mMH/7hH/72c1zX5bOf/Sy///u/z+c+9zl+//d/n263++0GBfDDP/zDiKLI5z//ef78n//z/92fm2UZWZZ9++sgCAAQxZI48pDliuPjKc8rG3MhUe5i7p08YGONmGo1fS0hjnaUdY6s6KiyRCMIVAh4ux1hnLGYb5jfLhhNpgz3DlF0E1HSCKsJweYVgiRCIyJJKrPZijhOyLKCbn/E3l5LF9a0HboqoZk6Pc1C03LyvMbbeey2HpNxl7pK0DWJ6XhIVlYkWcFoMmW18th4GyRZwe12aajIs4QkjZhMesRJgq624Xu9bocsKRAkgThLW+wRIAgVoqiRZhGz2Zw8bxBVGUVRWa7W+FsR0zJxHZ3xaES/4yCsQJEETFPm5OEeWVGzjBcIlsCDH3jIdh1gqQYfvbrm8voOlBI/tLHNDqLQhu55m4AGif29AwSxIUsSLpfXDO0u/b0hdVmBCMEmYu1lPH//PeLtlloAqdNhGQbIboeyLLlZzDk6OaJ3sMc63LAOtvQfPGSWN8jDMePRlIvL19zc3CJ0xoiiSOOM6BgGr1Y+1AJ773ya08OQl3/wJfI4Iy8yXpy/AFXCUSz8bczicoEQt6dNANvuoqoqYejz4PQeH7z/IUkc8ujBQ25ul0RZRFnlZIXA8ekx5shElkRkRaHXcbEVh7oUeP3qnDCOmfk+OXB07xjLtKnzEkWQyLOMJE6xDJ1aKAirlLwU2OU+why6iYWu64zHIypfZNqxECQRQ1VokpRU1VB0laxMKcsMoZEZDbs8OD1F0XTKrCLzcxbr1xRhgVSKeIsNXXvEbDbDcG10Xefm+o7VbIVt2Ki6Qafj4K88+h2XNIxIoogqzrFcm0Ju6HVc8qogS0sQwPM8RKGFjEqqiOu4ZFFCHMYcHO4T72KKOOUr33wPUZYI0qIdn2sKgtAw2RtxdO8eVZEjigKmqkEjIIgipmmiKgpNWVFqNl4Q8M333qNp7jHKulDU6LLKZuG3GXAINFWFqojoVrvjUySVomy4XW5ZLZcMhn0OnSEHB8d885tfYxes2N8f0jQCd7NbxuMJo3EfhIY0zanLCkUScG2Hw4N9DFOhqVrGniAoLWw3zJndrUninM3ao9frI8kysqlz1D8liRMSUQChzSjTx2N0zeD8xTWrtY+mCDjWALOjUBWg6zbd7pA42TJbxrz/4SU0Ig+fPqGc5CiliCqINGmGOdLZn44ZaSK2bbDb+XQ7ExqhxnEcRKlVGbceOwnntMN77z3n9avXNLKO2+vy1lufYNDvklYVX5p1yJ+XmIqEWcak0Q5VEOgJPQ4skScnI7Kxze3NHZrRoPdsmiLHLHz6koas1IhBgizC4f6EYZHgByHDfhcQaYqcy8sL4nDHW289RRJqgmD3//8m9dM//dMEQcCTJ0/epDJW/PzP/zw/+qM/CsBsNgNgMpn8N8+bTCbf/r3ZbMZ4/N/Sb2VZpt/vf/tn/vePX/iFX+Af/IN/8N99X1VkLNthNB5TVaB7MsNhF02pKIuMNI0ZHAwY6ylFU7yJBWjd/pQV/m5Hp9vndv6Ku8UK39vx4PFT9iZj5muPNImopJJex4VkTZ7XiIJEUdbYposiZDRlTeCHyKrAaNxFERsuw4APz58RmdDtdwmCEEGUOTw6omMp6KqB5wUIssaL83M6Tg9ZkvG9ANM02GxWrOoSVapp6oIoDHBslWiXIIkyAu3SdxdliJKIKIoURUGaxiyX13TdIWf37iHJOlESE0cJgmCgKBL+to3piMMYVRHZnw7Z1zzyNCOrcqoyx1AbnF6HuhK4uT5HosOf+VP/B/KyxPNCvvHeN7n4yi0nZyfcLWfUacFw2iEJYty+S2/s4m/X6B0TapGXX3vO6/cu6Jpjdruc7dqnM3CILAXn8THrzZo8C5FQ6U9HnD68zzbxCLOEbPyA30zPcK9i8qJmP5bpD36A2+yWXWwjyiJNDck8RpLaIpHdNpSbgu8XJQRRJM4q3E4fWdeYX68J8xgpV0mCnI5ro6kqh6N9Jm6Po8GAohTRLI17Z0f0uz3Onp6wK2L2piM2yw3+bEkUidz5S8IiQ5IlirrB26Zs1yEdp8Nb73wMJJE4SfBWHm7XhQa2V1t026DT7ZOlGcl2SyWUjA/3OLu3x24XUhclkqZh6jrTvSmiLGLpGuvlmsqQORkeUWk5hVnh+zvCOIWq5ur8gtV8y/JuidLI9A0XsSO1JtjbO5yxgxCJ7Pwdq8UaAViul2iGwVtPH1NlBUmSoKgqgiRSVAVB4DEcjYiqnOFkSJ7XyFp7Q+93XaokxTFdzo6Omd3coRsaSZoRpS1otswzVENjNJoSRwl1VTGejrF7HXRVRutYhFsPRRCQ6tavJMoKoqwx2htR5g2dcsRmscTfpTidkq6lYOstnsq1u+RZTt20sRJFnFCVFZpmUZbt7sm2bRRF4OBoD02t0HURzRCYjruUVcXjR6eMxlPCYMfO3xCFO1RVQhZEDvbGyLJEWaQ0WoWiKixXKy5fXyHJFrKioykm/f6QuiqxLA1r0KOv1yyrGlnuousmHbtLsIsRRYWvf/0Fq3XA2f1D1ptWtr1e7wCRQW/M5dUGtztAUTYURYWAThqmZGHIwHFxXJu1bWH6oAoNjmlgaBKyLKMZGoquUFcloliz20UIgoihtkzRfq9HXIvEccb777/PwwfHSJqB79UMTANFlZAkEUM30GQZQ5UZ9jooishmvkGkRmxKQj+h53bwgi2iXDMeuuy2MWvVQHX3UJGo65I/8gOfIQrSduq0nSOIYHdMRv0ed/O776jvfFdN6t/8m3/Dr//6r/Mbv/EbvP3223zta1/jp37qp9jf3+fHfuzHvpuX+q4ef+fv/B3+5t/8m9/+OggCjo6OUGSZ4WBAlKYEuxBFEZkMBxR1wi6OMQcdwt2W1W5Np+9QFAWKrrLZeizXHqKmUDUNSCL37j/kVrpug8c8j7vbGxzbpY5qdrsdBGFrblQ0HNclj3OiJMQQdWzLYNB3qKqs5YY1bdz7Jo2xOh2Ojo7Js5Q8bwibkovXL1lulri9Dq9fX/DksU0cpQiizMYLSLOcYd9B0mS6nR7jyZimqdB0jbJs84wkSUFXFTTLQlVklss149EEGRVJUZFkDUXVOHH2UFWdj56/pCoKJFFivViR7Hw6R0fUlOyPekRxTHq9oClzojjBdmwkWeHdd5+iCBK7cIG/9ciTlE8/OeHJ08d0Oi5BtEcUpnz+q1/BLEqiJKd/cMhJ74BduKNSYO/wmPmLgCQGf+mTxhmqa1E6Bts4IhZKJLnhoD9EU9vIiXCbYOoOyWDMOH3J/u4ZkiLyVHmLs8F9fv/5H7DXmXBydIzv+WRqCoCmamyimv/7jcoy8iklk7Qo2ZYFTVqS39yhIjIw+wymIxRdQhdlluczgusFRRiQ2xpLz+foaJ/NLiDKYybHY8bdIVVUMAsCRtM+X/3Ge1idDtbAoZQbgjKlyRr8wqcoC1TTIA9yFrMZudtl72Sf7rSHaTsMBkOyJKFS28PW3nSIahn0TZu6qHn17AVNmdHTTbp7feyOg6rpVFWFv/a4u7hmOVtzenJGkRX4gc9mvUaVVDqWTdfq0CQluzzC7neZPDwEDRbrFYNhn0GvjyQqLBYroiikEStUXWWX5UiKiNvts15v2+wlVSbY+S0pXbEoq+rN7rNEUxROjg+QBBHXdbl7s5tLkwRN05ju7bFcLul2uiiigiiKrDYbFvM5mmGwd7yPoSloikpVGCh6G/aZRG1xHY3GbAOP4aSLqSj0XZv9vkNTF6iSyP54TJbmPBMMqqRBQkTV2rHearPF6Ti4/S66BrVQ4roOn/nsJ6CuMTUDzw84OZpgdzqMBi7L5ZqOYxP4Aa5tYZs6gihQv6FkWFYHRymxOz3SuGG72fGtZy84vXdGU+eYAxd30qP27ojigEF/gCArKJrJze0d88Wa7a6ibFSyUuTV6xnL1Q7ECllW6XTHOE4fw9jQ7/XZbncsVxs2/S1hGDM8HNIxDVRZot/pMLU0uo5NmgQsFjNM+wBB1NvIFGQ0VeHq6gbKBkd3+KEf/MP8337ztwnSnEauib7xTZ68/Q6mtY/b66OqCqossd3GpHVN0nf41je/Tp4/QJUkNps1aZqjKhpVWdM0AhvPx9QVdFlBbASKLKcsCqbDIYLQ0O0a3N5Ct2fT63fp2CaOq7Pa/A8Y9/2tv/W3+Omf/mk+97nPAfDuu+9ycXHBL/zCL/BjP/ZjTKcten0+n7O3t/ft583ncz7xiU8AMJ1OWSz+WxNXWZZsNptvP/9//9A0DU3T/rvvt9HXCaqsoBsWeamhjo8IgoSvvv8Bq3LOKnrFZ046PB0cEQsplArLLKXQB+3zNZ1Mq6CWCFSLVaXQZCK3UY1W5SSigm1YdMcTur0+y/mS7cZns5tjdUzu3TtibzJkPOoS7gJkWaXf7XOkPsAuPAzdaE2gSdwS2eOYV69ftemoeUVTiwTBDsOwmOxNCMMdglBzfHKIZcqkSUjg+yiK0BrxkBAEERoBRQFVEcjzjKvLqzba23GwLBNRlsnygiwN0FURx7YJfQ8aAcfuIEslqqIg1wJVUWCbJpYuo2oD8mpNnuSs/QWiKOFaNpPhCNPU8ZZbLNMkDkPmd3dMxiMcXeFsf5+iapDKGlYp1a5BK0uwZWJE/vT/+f9EEcn8L/+X/5XMixBEiaqBMM9pFJmmqDi/uKCjm4RpzHy7ojFFgjDk8P59DqqUvMgIoh2vLl5z7+wUWZbeWAQaTFMnyTLyKieKU1RzH3sy5Oqj10wP9vnBH/6f+OjFC4LVltmrGwxRp9PromkG5x++5u7inNFen1dXz3n42Y/zzjufIq8aRFkkFQo0V+dLX/4i6TLm8N4JncGYUX+K6VgYusraW1PFCSIFnU6XuqlaQYIEWiMyUAwGjksQeEQ7H9vUME2Tfs9hMBgwHvRpyjYJ9eb2kuRmw9C2eP3F93jwmXeYPjhhU3hcvHiNohpcvDwnXu+wNRvZNKnLiiIrmK+WdHQbWVaQOyrW0CFVKgZ7Y1RDwOyYJFlG5EXEScRg3EMNZZI0RTUUslXenqIlFce0EYWGvKpJ8oRwtyNTK4xuh7qqW2JFX+fm5oaszMmThPVyy9HxCUkVo8gqNCL+NmB+N0fVNWzLYbFYUecFR2dnOE47XpQkhbpJWk9TVdGxbZoGsjTGUCR0WUdoakRBwNB1mlIkTTK22y2mbgDtop5coKpaubpmWuySFCEIODgYcnd9R5kGjIYd6rogTWtUVcAwHDRVQ5AUdoFPx3KQhYYkjigKDce1CcPW9Hy1XXI9e02aVWRpze1sxXrts7dfoKpgGipRLRJIOurkmFK32JYZX3i54MWLC15f3tFx9hmejUjFkucbH2GbszcZYdkdvvJyzX/+va/x6mJGVSuUisVymyJKGooiI0sgUdFULW1mNNqnbgqEQsQ0NURRoC4bJEEkiiNEUeLhowdcnl/ieVuy3MO2dF7Pl6z8HacHfd7/6Jy506NeLomkBHUXcDAd0XVMXMdEEmoW8zWm2YZslhVvgixLoqilkKRZiaaqSJLEzdUt4+qOx08fkyYRmqJwenLAbC4jNhVFEQM2qvI/gDgRxzGi+N++sCRJ1HUNwL1795hOp/zWb/3Wt5tSEAR8/vOf56/+1b8KwB/6Q38Iz/P48pe/zKc//WkAfvu3f5u6rvnsZz/73bwd0jhBlmR6fZOrtMt74gmF/5pSe0jy+IiZNiWRLIJdzkc3NkWuvrkOt7y/NM8xVJPE6lNUNdmDU35rsyWKUqJiQpXUhPt7DN0YJ1wwn89RFBVZa30n7771kOPDIWVVkaVxWxg0hYaGMNxRJFv8wEcWpfbEEezY7Hy8NGVo2wgIvPvuu7gdm/V6g6rIdN0JURiQ5zGu08G2DDRVZjoeYZgam62HphlomoFcVhR5RtOAbZkgCGiGhkBJWeTomkrTVNzeXLFcrEiTGKGu6Hf3OD09wquhThru7u6wLBNT09mECWVesV56NALImsRyvkJCRDc0duGOu5sb7h2ftJJ3SULTNEyjVW7quoFtGlAXiLJJBSRNQZal6LbLwf0TNl67IE+SlDLNqRsBXVPxZxs0QQJJ4snH3kF0ZHbzkmcfveD17Is0UsODs1MUVaeuSw4P9gGBsmwJ0aIkMpsvODx7G6d2yMOKG39BaVQ8sN7m03/isyyvF/ze9nfw7zzqyxsmVc3N7YLJ/gmf/MFP8q0Pv0Gw2DHtT/jmBx8yXy/YpgFnT+4jqm0xT4qC6/kKFIPlcsuDsyMoGp48fMDewQGbeEdSF2RNiaFaTMdDvIs7RFUizkMkTaSkJIgCfM8j2oacf/0jonWAKWmUUUrPMChzgSTyePY7X8Jfehw/eYRldbGdLtfNFWoj8+LZc04fP0YWZcajMaZqQVETJRGWbSKpEttoi6QI+IFHBcTRjl0QcP76grMHD+h2u1xeXLA/3WdUVOwWAV5akxcl4W7HUB6jWCr7Zwf42x113sJus7xA11tBz3q54fr8Esu0qKsKVdXIszbbrchLLl5d0O33cFyHnuMSrQP8jY/V6RAnKZLUooQQhJbWXdU0IuRZjqYpaJqG0FR4qy1XRYouCURJTCgK3D89Q5M1hFBoc5jygryuKZsaPwjw/C15FmFbMpIwRKhzDEtDtSzyJKPbt4mTmLKoEMUGzZBxew5Vk7PaLMiqBCrw6xA1WPPBf/48mm7j2F3SvMLu9MjLkjQLeaAXXGgWz6pHFFJNnhfUImx9j6zr4IkPeeWH2LVDv+OQSzGKKnODhJrrCILA8uizlJ2IphbI0xxL01HjBY4h0+tYHB5OeCE5nA0OEeWK2WxFUaZkeXvj7TgG+4dTTMNkvdkiCjK262A7HdKk4esfvsI2DcI4xfMiFNOhNGqERsC1Ozw6OSXwNnzsY++gqxKrxZyqaIMqVUVhMhqx3XhsNz5ZlhIEIWUeMx1NyCYDnE6XZnPJcrFm/2CPLG3HvE2VYzgWoiQgyiApwndU57+rJvVn/+yf5ed//uc5Pj7m7bff5qtf/Sq/+Iu/yF/6S38JAEEQ+Kmf+in+4T/8hzx8+PDbEvT9/X3+3J/7cwA8ffqUP/Wn/hR/+S//Zf7ZP/tnFEXBT/7kT/K5z33uu1L2QbvLkmWJumqYeyFm7fHp5BllsGS7CaH/CUpvRundUkdDZLHm4PQIR7GphIpEKFBKjVpp8JId17crenlNpxGI89ZDdZ16RHVr/C2KgihOyPKcoirYhQFhZCBKDbIsoagqQRCwSTZMNZ2+0acqaqgq8rJAVJUW4XR0yOl0jGkKHOwNMTSNuiyoyhpRAr3XYTTotPs1VWYX+MTxDt00AEiSFElWKcqKMNwh0u6WqgaiOKRjm+RZjChUqLpJr2cTJQWJKpPlCaoqYRgaWSMipAKKqlPkJY7lUDQCi9kzdkmJ3XGRxAhD1/C2Ho1XtQrCImUXBZyenFDkBYIkoWkqvh9QFRXb1YbxqIelqEgi2JqCpBrsHx3zf/wLfR5/5i3+63/+LfIwRKyhLitWaczdYs6o06VoKtIobD1hecb1zYxBENAduOyihF0SoRld0jxjvd3S63XwvYyO20EUBa6vr2jqJ9x7eJ/5fEYtpKiOzJ13zSb1GT4+IFA17i5vSCnJRTh66y2OnrzNq9mM7czHX3g8evCYgoomESmakofvPOb5N19y/vkvcPjwlNu7OxQRPC/k5uKWT3xmCnLNvfsn5EJDlKbMF0sqRSTLU1Y3d3ROJ4wOJqiWQRLFYDVEMw/vao2WCwxHI/Rhn7oqCdOULK65vXwJjUSSNqCpGI5GR3OoXJld1Ab0ObaD1Ei4ukOZ5szXKwRNoBALBntDJFkgTlMm0ylVUWLIJrpmMBqPuLi8wrZNbMeiygr8xYb53ZYkziibAnuvw/7+iIV/x/RwxPWLW3TbIY5iLENDaGriKMZULVy3T9M7oKykVqrcVMTd1mqwKy2UUCKOCyp7ylaQyHKD2lApywpNURFFGcVsd15ZliKrbRRImZcg1OiSTVzJHDYBCA2maVE1Dc2betAIkFUlVVOj6CpWx4aqYm86RVUb6rqmamDYH2GZGh3HJM0L4rgFqqZpCo2A7Tg47glpEpOkKVQCatoS1of9MattSJxs2Ho7NNsmKwssXcW/fsXH5QrHccjqjG0SsPajFu4sq7xezgiiBCUUeaAeIRQFpqSRRzlFXqDIKsdZya4pub6cEccJHdNsx+EPD+g4GkkcsP94ytNuzevnH5BmMZKicH27xNYNRqMxpmm3zD1RJH0Dzj0+OuHyao7r2tSyTl6DWDXoska/2yV9P6ZMUzRJhqIk8AL00eDNCH6At12TJDFPnz5EoCRLY0zDpCwaoijDV0OW5ZxU6/FJt4dhOCRRRhjvyJIE09QZDDqtHL8u0HT1O6vz301T+JVf+RV+9md/lr/21/4ai8WC/f19/spf+Sv83b/7d7/9M3/7b/9toijiJ37iJ/A8jx/8wR/kN3/zN7/tkQL49V//dX7yJ3+SP/En/sS3zby//Mu//N28FQAEocY0zPZErxjIlUzdiGw9n6IROMpueKV18PQJ5BqHBxNuChkr1amoKCuN1MtbTp5zQGSKJGJJjUAqZBi6idtElCrYtkmWpghCg2OaCJbNLk149vwFbseg23WRRBHfCxAmD7AtEzVP2+BFoR0riNSMzZbZ9/St++i6gCzUREGCZegYutlKRoUGTVUJdzGl0Ta/JIrJ8hLLcfD9gCzPEQWF7caDpmZvMkWRZF6/Omdnm+zvj5GVtnkcHIy5vJyztzfh5fOPiNKQKIuIShFBGrNYrRm5PcqipOd0+cynP80XvvxNhAZEsZ0bG7qBarTL0LefPCTYemRFCnVDlqUcHh7j2Db+NmgFAUmK+AbTo0gKWZ6wXSwwJZk/+pmnnBz2+F//47/n5YvX5HHJYDhGNiyscZ+b5R0fnH/E8GhEOXzE3nTE2dFDNEPFsi1KCXZpjJmqqJqCbVvEyY6yKRElkZKKXRjypQ++hG7rnDx4SMexWQdrjk/2OTo65JviN8nEnCIrESWbFJH/+O9/h7vzC7qGwfXNHX0yzp8/x68i9tVDmhKMvS57bp9alFFWBkJd8dWvvc/eaMj06AB72OFusSArc5xej/HeHuQivVrl9uYWMS1xdBtJUUmykGqXYTcqijVAM2UUUWIXxmSqgNmxEdIMw+pgGh1uPnhNkqR40wWOZVGaIlUlIAsyHcdFKQW8+YbtekMjlPSGXURbIypjvvX++2R5RpGXUNUYmokiaRRJhVgJ0AjsNj7Dfp+0H5NuEkq5QahBKGp6nR5bc0OaJUyORmxWIaqmtpxJWaauGvKioBBEznufpONd0hs4qIqCddDmJEmyTBiniEGIbhrohsEuCgl2PqqukFQ1pmmQVg3q3gCpqvC2HglQKBW6ppGJDYv+KUb0DZ6OBVRJpChLGqVVuGZ5xma7JslSDF1j2OtgGDKWJeG4BqYOTsdGkgUQGwRJQJZaeXpTSQyGI5I4Zbvd0u25iLKMYegoko4hmCxfLtE0GcvU8KOCwXiEpEjoqsLx8QTTVKARiMIIUVRI85L11qNoQKlE/CBGNVQsQ2F/f4pQlWxWG1RN5+52gSzJxFVFmJYs1nPSKCZURD7x7lvcu7ePv5lR1Q2et2ZbzTk7PEBE4Wa2QBA1gijj9es7DF1D02XKsiYvWlDA0liy2/mITc3ecECJRBInlHWDrmr0xmN8YHZ3y3a94Otf/xrTyQhdlem6D3ny+BGXl69ZLe7oujaqolBkdStcShPiLMerQuh2WG52XN8t0VSBXbil3+3y7tuPmQz7KJpIRY4o/g8gTjiOwy/90i/xS7/0S/9fGofAz/3cz/FzP/dz/x9/pt/vf9fG3f93j47jIIkSTfMmVmNRM1+uMHWDLEwRttccJBnB1uP4cMhhuGagdRhbA5bbDZfXM4qiZG9/j3CVE13ckuU1mmkSZyk0IoY+YuYck+c5siIxGA6QBInFfIGiqTRVQ5oVpGlOz3XZm07YjgYYVYqUl2hyA02Dqql0HBtdlkiSiCoNKZGQVA1JEKnykriIMYwWSxMGMbqu0HW7pHnOfBXSoKObrZJPVdtoEUmS6fdcFE2lquDw6IRd4CNKMrXQkGYpi8UdiiojCg2Hh3u4fRtkgTIv0TQdSda4vZmxN5liCQqKKCKLIkVZo9kmnY5F3VRkaY7jmtQU9PoOkiiTxilVnuF7G6qyhqah2x8giy3lGUkEUaQuMoQy5eT4PnfzW3odg+//1MeJk4TXz6/YLTa8++htnr79Fl/55leRDY3lek1jJxwd3eNUb2ikFvY7Pdwj3gUYhs50OKIqSiRRQJSg0+tw5kz49//J5+76jodP77F/ckAcx/S6PZIkbE+afYOno3eo8obLFws2vsfYsTj+1Gd4+2NP0LsqHz1/j8tX53SOh1Rlhd3t8ekf+gHOn79mcbFgs9jQVAVlmnFdLbmdr1DzAAQQBRFNUZEaAbFukHQN3bbIvIhX33jG6GCfnuWAELHzd+1nYSrUqkCYFNSqQVM25GXF6N4p3dGUIm+o1wnFOkDSTDZRTOB5pL6HgEi8CjAaCUvTGI7G7J3ss4137YlY1YiiGH+7Y9jrYdkOQiNT5w2kYusb1GQuX10hIeK6XcoiRBd19sZ7lFnJydkxH73/YYsUExpMwyALYwxFp5YqVFVBkgQcqeIH7S3kLZG+zBN6vS6dfo8XL69J9ZI0zWkSaKoKyzURBPADD7MxiKOIOEkxbJtbb9HGmDQNpV8T+VvCo89SjzTKKqPIEmRJpVQq/DDEViQ6XYeR4nJ8uE+ZxygKSJJAx9aYTPpEYRsC2XFHyIJGLCSIcUGc5khZShRFrNZr3J6LJAnIsoppWEhRu9tVE5NGkqiElP3DY25urxhPRozGY5qm5MMPX7FaL+l1B5hOB0lWiOOEq6vXvHz5mn6/y5PHpxRIoGrkakwSp4jdHrpqItJgSgqp0uKqLAVEQ0ZwHDRaf9jXkbhYJKQ9hUJxyMSE0pS4Or9kHW2YnD2ka5jksoJYFxTlls1yhdCInB4fkeQSjSgTyirrIKAqK/anU64NG1VXGY5GjEajdspT5ayWc85OD3j0+D7f+PrXcF0Xb7tjs/HxNjsGoxFBkCPKEpUk8uyDF4S7kPv3jzA0jY7jcn7+msuLF3zsU28z3hu8oa3//358T7P76rqhLAvqpsL3fRD6GJZJuU5ZrT022zX37p2gqQPiNAJxgO04BLuQrRdweXWLgMBy5SFKOqbZoSHF9zyQJERJpqwK4jAmS1PqqiJPM5q6oSwz6kZkbzrh9HAP0zDaRWBdcinraLGAbSroqoVjGmy3W8Z9h16/y9XFBYastTHRjUhTiWiySSM0OGYHURKxbYGO02G32/HeB69Yex5hmGPbcHb/lLwoub6ecXJ0iCQLCILMdrtBkDT6wz3KPEdWG1RZxDINHj5wEUWBnntCRYWgSBR1wYuXV6y//HmC5RapETg6nGA4Jks/RLddpETGtnT6fYeiSrFNiyQOqVSFcX+ILIpEfkLo+QxH43Znp1tcX1+RhBGiqiDIIrPlmpvZAlFsTYITx+KdRw/Yhj77kz1efu05R+MxWZKTFjmGbRP7CzRRYO9gxNOpQVHldNwWVBvVGUkMtnnM177yFQzboDMaIsgyt1dbKCreefCQ8eGYokyJ05LVZs1wOODy9SWu46CJOls/RrcUHF3BsBT+6B/7IXoDl8vrl8xu5xweHyEOLBpRIE4S/l/k/cmTbGman4c9Z57P8dk9phtx4968N+fKqq4qdHVDAEGQAAUZKYFmMi204l+mBVcympEmUgQosNlAA40aO6uysjLzznFjDp+HM8+fFp7iUlYbmrEMvopdhIe5v+/5vvf3Po9QZNAlyrqizAoC36fRTQ6OxwwnY1pTsFjN0WWV9WrJzc2MbLaj53SwHYdyExEoNuUyZrfJUQsokv3VsuEHICRs10NSVbI4pTMa0TsYULdgaBaT8SH3yxnLxYayrRGqhm3oJGFMm5ZYpsPRwQFqYBInIRUVpq6xWG8oywrf0Xnz4j29YbjX1C92LO9WJHHG46cSy8UUUbYIFOpG0FaC6/e3OJHFJz/8EFXTyYoC3Vap64q6rlC1fYpMlhos26CqcvIspOeYHI37ZHHMer3Gtkw8U4Wq2cfmAVNX8A2NXq+LcXLI1dV7NEvl2fkzyqpl1Ovy4t0Fq80W03XI6oYGibJsieoEXZbZ5jt2bcTV3RUHnsmjwzGPDkbItBSFQNclur2AoOOiyFCoCppuUjctLSBkCdd1aJp9Uk204LkuhqYTxjHLxZLhcIimD3j87AOiNsSwaxq2+IHFcm2w2myYHAzI8oSb+ylRuMNxO/QdhygpaOsGRVYYDPt0Oz6GbfNvrc8JNME2H5FKKY25P5WYto2ia+y8Z7RViXM0oTUU/nUaE/TO6PcHXG8s8rzGyw2Koua+tVkWIWJ0iCIJsvIxvdqnpSVSLP7L3rfUWUhalbhBn2KTsdjsUAyTRtGQZJnJZIRXu4yHA+Jox/TuAdez+PGf/QDPtSiKFN9zeXJ+znazpdvpIKHQVC2NaGjbFtdzWTctpuPidzp8+PwDmjLjk08+4v7uPavlA7swQtYkiqL+o+r8n3STEqJF13QkRcNubbRI4+OPP6SYzwm6PZbLGU/Oj5hPH2gaG8dzKYqSbbhlFyZ88uknTB9mvH55yeHxKUVZoRg6+a5CbhuqJEEe9lFUFcuyyLK9ottzHRzHZNTv0g1c6joliVNU32HYC2g2BZoKg56PYxkcHh1QFRNmizlpusNxLWxrH23Ni5yryysmkwMGvR62ae4ZX61gudpyeXmNpjqMRi6393fQhgwHXU5OnnDzfsZ6HWFYGopccnc7J0oK+v0eulLz+PwISZIIfI+qklB1FcsyqIGvX73jf/hfvuRN/6d03y2Q671aWlITgrylRmAIGUlWKeuasinRdQ1ZtLiOg+daGLoCdU0sKuI4om1bhuMJV+/f0iCDpLBYrAkGPVzP5d3tA//2y7/jP/rxT9hut2ykCtlVOX52wup2ytu3LxG3GtfLWypRo8syB+MR3W6AEGv6/YDtdsN6tUAIwXob8/rdKy6u33F6ekqaJUiKSpbFWFaXgTPh8dPHrKIZpu3ComY7XxJGGYPuhIuXV8iyRpVHTMMV2sEx9w/vqZoxk8EBP3j+GcNHEyKl5Bdf/YIkW3B6dkbTFsRpjGbprLZrdFNjtV3x1W+/ZHJ2RCu3pCJHqVQuXrwmX8aoj88xKgkprXAajTQruH+4xbUcsqQgCDw0WSUrS0zb2jvHdAvHsMiinKoM0coGXdEwVZN4m6A7BsfHxzSyYHk7I1qFEAgM2aJqYrSJi+HaZHmOaASO7bCYrXi4WVGlErvFmnCxpdcZ4toe69WWvBDUWYWQGkQLlmawXYXM1jOCjocsydC2mLZJmYNt20hI+9mj54AQWJaJ05o4loZhqFS5jKKoVGWDaCQsQ2c8GHJ1dYlj+uzWC/pdm8logCYfkyQJQccnTDJkCUxFYdzv4Q4G1HUNXkCazdiKlL7vg6rRtC26rOLbFprUIosSy9SRkel0PSxLJ08T8jyFVkLu6ERxjuPY3N4vGfb7GJYDu5Tddku31yWMEizLom5arq9vmZldjgN4/uFT7qZLru/uiHYrkiRiupzT6ftEcchivWUyHnJ8/Ii63avhXc9HkWNcx8ZzHba7Ldl2xT+x71hHU0TVksQZsiRT7Bpupw/89LOPqZuUo/KBzz98xno+43AypttR0dMNV7WJpurkZUtZN/s5NQ15nrDZ7Oj3O2RJyrXS5b+Xn2JJJatsx2yxoa4cNPuIvChQu+c4VU5abMjlLqos41o28kDC9939fuVuQ1VGuK6LZRhkWcFisUY3bAajIWGacfb0jKUzYPYQYwUWVZ5TlDmPJhOyPKTbd4AOjutwdXmNbvwHQEFXFQlZakFu0VQV09BJ4pDp9RtubqZMDsZIbcn5+RFxmhJGMb7tUDYtrm9xdj7Bcg2qqiWOK8qmYL5Zo9s2tC2GppGUGaqrEoYRaZqjyCqmbSLRoFDT8QxMSyEOt2iyhWMbdFsPu9ARZUyalqyWMrbr0u/3yLOUJIzZbTe4nku3G/DB03M0TcfzPAxV5/LmljCOEZJMWdf0Bvtdi5uHB5pa5ec//4qf/NQgLSXe/eHNPrFomcweZlBD2yj0evv31bT7D76qSpRVRpKGaJZHmJdc3c3RThy2SUVTlPSDDrJh4nVGvL+4YBfmuD0fL+iiqDJ5FjPqdtB1GUPXadsGQYtqyKSblGiWUNU1uqpQC5mWik7Q2fPR0pZOx+JhteE6XnA2OMLTLG7eX0CropgwORuT1BXlrMT1bNK85OLNG/xhD5V3mAuTXqeDockU7O/aL64v6A57HJweY5g2RVnti42q8ocXL5BMCXdooKkKvtdhOp2y2ca8f3PHi9+/Q6tlziddHj8+wrN0vn3xOw52R/zZJz/BdXyGvQFSGXF0cECURQwGAeePT/jyb7/i6NEJvu9jOjqmrjKb3dFUNd++/I5e30OIFsfVceiSJhG9zoheMKAsG7pOQOVX5HHGZDKhrkqKukbTDCzDpOMHNFVFWeUUUY6maLR1S16XuK6HUhbIqoomJMq8QhESvU6HLEvYJjvcoy6GohGtQsq8ot/pISRBtisIgoA0LhC1TM8fomsGaOAEAQ0SpukiqRJlWpAnGdCiaCoXb645PjtCkkAgaGpBp9MlXGwYDboUZUOLoC5r0jSi6/QwTZ080ZBRKPKC1WqJLGu4tsNk1OXx6QltW6EpoEgNtqUQeH1c38fYqew2O2xdZ9QfkoqG8XBAZprcXs5YbS744RefUmQlhVoReAGjXgffMRACtpstprFffhffC/wCr0telqxWO+q65fdfv+P1m1dMBvvrurOzx8RZzqs3F7iOw3gyQaBwcDRE3ijMprf0AhlTV/n8s4/I8oY3F1eAxMXFFU1bYZgWAoW0LKAVyJKMrhnYtoVAIvAdZpsVu92W68V7PMuk2w1ACLIkw9AUxv0u40GXxTRBocJSZA5GPRxToy1L/hNjzevbW4pS0Jsc8e8Wv+HyYUkuoKvrPDFu+MC9paoLIp7ytLikIzJev36HWEbYtkW31yMMI3qDPooiU+gGSiBjWTYZLXm4Y2hqjCdDFvN2z9wzDQpZJgpjup0+2yihRUKRFDRNJctSEAJJ3hMvLi7vEWVFb2AwPuhg2A73dw+MJqP/MK77RNsiKe3eg1JXJEnMajNn3B/x/u0DD3cLDKVFN4ecPz3lVz//DdeXd5i+wdnZCYiWw6MhjuXw7//27zgaDfE9EyQF27NpG7jJNbaSRNs2FGWG63hAy2DQw9IlVBpszcAZDggsC11VsWwTT7NRthskBJqugSJomxav41LV+7RNVZUUaUG3EyBLKp7tMJvPyfOcu7tbDNulOxhiOBZ5UXF6espsOme3WfHr371mExY4toWqmLx6c4mqatiKRlE3pGnFarVlOPJpmoamqanr/SygUUqqRjA8HKOeHHL4D3/Gr/7ml9RtQ5SmrKMQSVFxXJf1egsy2LbKoOOwWq3Jk4iz8xMsUyMvcxRNYXwwpswbaGVs28K2Xa5ubpGklt12i25rDAcDhKFxM32gVWqejM8Y6A4//9tf0OuPsPo6mqNieyaqoRLoLsJ22Gw2BHLIcLK/TnQ9lwaBoRvswh2dTo9luMOpGjpBn/HBEPe+ZXO3Yqq85y/+878g3+VcX9/y+Y9+gqxqTK9n9Hon/Pyv/hbb9vhH/8l/zO9efUcn6NEoDbtiDVrLL3/7a1ZFiNmxOTg8ZLFYUJc1WZJyn98hjgRHpx9RVSW6ZbNeb+l0Ojx6ckpVF6iPJMpdgYHKwPCpNxkVLWmZ0TQNsiLT7Xao6hLDsMjzgjLPKbMcXdOwNANN1ZCREMg0AmRJQpY1hCzI4owsz6Co0VWLSlHRZMHR8TEpgmK3RpcVZEUmzjM8z2XQP+Tty/dYtstuFRKmGeODEVmcoqkqpWiRFRnJUDFkC11WkNiT27Ok+H7VAlpJYDo28WZH3dQ0rSBwXB6EQEKiblrmsyWqpDDo98nSAtuyaZqWloZuJwBaLENH0yQ8x0YWNWmakEQ7bNvZz1Enh+QItpuIuihwbZvSMEnKmhdv32OoBqXdUJUNMgpCyFxcXCHLEpODAX4rQSMQQsKyHLa7hLcX12zDjHfv72mbhkFPp2mhqhrOHz+lbvZN7vL6Bte26QY9grbD9Ytf8uhsQF5WuI5HXe99ULZrUDc1um6QpPE+eawobKOQPMvZiA2e69A0NZqyP6EoiszNzQ3nj05oHBto2W43GJaFJEG42XEwGqM0GXEcczAa7hOhmoxlmRi6iiJLBI5DXVZQVyiKQlkW7DYx79/dIqsSG2vE1eoOa9xlud6iyCqB7yKaBsuyWC5XKJrK6PAEx/HoDfrM7nN6gz5Br8/bqxtsXaXT6+F4Lppmst6F1MsYWdNRFRnbNZFUsE0bsdmRFwVJmvP+/pLF7ZQf/fgJrahpW4XVes7V1R2Pzx/9UXX+T7pJ6YaOYVooukX6kFFVNXXd0hv6fPLhB1xcXnJ3c48kNzx9/pT+YMDNqzs+OZng+zabcIsiWm5v33F43EdXdAxVIJCxXY/VeouoJWoqJAGT0QRZhjgMOTvo88nzU4Zdl6otqYqc8WRMkiYkccw23WGEIaPhAL7fm5JkCc8b0B/0MXQT3wlomhZZKGw2O3a7LVXbEHR8ntvPaSWJqoVG1JRVyWAwRtNdtmFK3upItkZUF8TLDbu8QNcFruegaAZlI5FkAr9ssHQN3VCpIoGkKNRNixCCL378BW9dg2Do4Pg2ySZlExUsN285mowYH03YljG7JGaxTlkvVOos5oPHjwi3MYWufG8dVrl4/47J+BDRKsRphO3auN5ei2DpKr7vk5Q5ZiJxvXhANipMX6PRGypTZp1ucbsOSZhz+vSEoirpBj7F6BNuZg/4oy7D4RiEwLR00jzDsCw6qooQAk3TkVWF9TbkYbnm/lqmfnnL5u0Dq3TN5z/7AbvFDrkG0zJ5f3OJ43ewex6z+ZqLiwvOPzhBM3XiOOHtw1ts3eJ2M+V+tcLc2ngbh6oooJLxLJfp9YrVcr+o3TnooWoqRZ7wsJpjDTy8wMZ0TSRZZrtcU+cl3V5AbxSwWW5RLRWphN1ui6xraKqFrMrQSNR1tW9GAuYPUyzLwnM8RCtoJYFo9zT+jt/BNgtKLaPJq712Q9RQyYSrNdUqQ7VNFE3FsW1MQ6JttT3gVoUoymjalraB+WJGMAwopRYaGV3XMW0TkVekSY7pGMymcxRFMH40xHRtdtsdAHXV4Ng2shC0CHy/Q787pOu7rBZz6rLAsBz6wx5FVpDlGXGckGUxigSnjw6p65aqasizgm7f3S+S+x3yPGK32dMvFElis15jGBZWt0+cphSyIAxj3r29oNnN0XWJo6Mxg6BLnJa8fPWe58+fMBoNKauW++mGqlLYbEvWuwJFlpAkE0nWWK5WdDodZEVlFyeYhsFmu+P6+gYlmNDvDUjiDN0waMqKKs/R5P2KimVo6IaOYxscjAd7FNByRVHWCGTqpkJRJbI8+d6TBYPhAEWTkVUZ3dQ5OT3BdT3youTh/oHb9xmSSOl1PBzDpS5yUpETxjlZktAfjGnLgmizQmsbFFViMV2QLJbsdgP6oz653LINU9KOR28w2mttqoqsyqiFwt39A5IkUSsG74srnIfvaMqUTr/PcrFEUVrc42P6vQ6StK9lL9+8Rzdczh6f8+btG/zA5Fw5wzg8RVUVhADDdOiND6mTGElRKOoaCY35POH25gpF+w/gum8+W1Ih0bYpaW6z3UZsdjHfLWe8fXPB4yePUCSf00enmJqJ73pUVUlVl0RxiGObpGmJ7zv0exOm91PaWqBrOtvtaq9F+D6iKkSLqkKepiiiIU8TknCHJQsqUdHUFX/4w3fc39+TPvtn2HYXOY+oK1ivQ/Iqod/r7KGkpoGoW6q6gFZmsViy24X4nQ51XeMFPo6wUS2LXRRzezsjTnLqugFFxQ86bOKE+XZNksY4tkOlyEhCIIRMVpSIRmY6W9K2OU/OT5DZ71BJ6h7kmeUZ8+WKjXzCOI+YHA14G1+RVTU0EKc5tSShWxaSJJBklV1c0DEdkDQu398yGvZxAx/XMhBCJs1LVF3D9TxktaXf94nCCNXQ2a1XCE2mqTNsXcVSNNIi5fiky3/1X/2fuVusuX6/YHs95aNnH3FyckJd1nyzk0FT0WyHsgbXMQmTDY5lEW63qJqOH3T2ypJ27wb69//2V8zip3wwOUDSJJZRxt/8zc+hLpk/u+X46TmDXg9Ns/g//p/+Cb/4H/8Vv/jVL/m/fvxfoLsyjazz9e//gC7pXF7ds9omnH/wAaHI2G03DDtDfvyTn/DOuWS+WPLquzd4c49PP/8UVdHo+j6ff/YpcZHw8ptv6QUBh08eMb97IDcaDBsc3ccSBlImkO7nlHVDWhfomkZLja6ZWIbBerFkvVxx/uQcwzCIsxTR7JUerQSr5Yog6KAZNkkZgZCoi4bV7YIoCtnNlkSWipE7jJ8cUqktdSXo9QMWDxu8rst2UXF3e0PTtDweDChEyXS6wHIcFF3bzyplBcO0kRuZVqrQNJ1wE1JuazzTomkFcZqi8T0WrCiI4hhFUvD8DouHKZrR4HoOdVXRNjVVVaCrJk1Tst7s8F0XyzJR9YI0K2mpkGSNSrTEaYJQNeIoobEaZElBlhSiTYrj2CiKxunZOYd963uxqM9vfv0ls+kSQ5UYDA/YJRkvX7zj9m7OcHhIkkNWtnudTiN4mK744Q8/I8tjfK+Dqc1wbQ/fddhtQ7ZiR181WS8eMC2Lfn9IN+jS73Wp6v17k3WNuq5Io5g4jtB0Hc8PQMhsdxv8joeuqWjWPu176h2RhjvKPEWR9gnJp09Pubq+A/mA1XzGahaSpC1l2XBxcUW/1ycIejjOhsODEWXR8o//wZ+Tly0XVzf0bZteZ8BqvUJTTUzTxnUDkCQeP9mPFr799gXL9ZasqKhbQd3U3M0XNAEMxxN0qcHQDSxbw/Ntri8vuX7/ns8++4gwThGShm65pFnBwdERliPR7QYsFQlVVfdL6lmNqqhoSkVYJJhC4/L9Ba/eXCJL8Or11R9V5/+km1Re13z9zRuiuOHW+QDZmHBzv+TN7RU0DZcXl5w+nlAVKavFAts0eP7ROf1BF88zqduaIg+RhcxyueDp03OWiy1JkrHZhLhdH6NsEXWDbWl0fBdcm6Yq0FSZ2WzFw90trRAUZcVivqDX67FaR/z1xW8orl9xcthlMHA5PZuQZxnhbks36NIqgtlsSlW1ZFmFbhi0QtC0FVme7L+sckudp0jUeJZF1TYURcnTpx9wP19wt16QVTWGIqMaDlorESUxiixRKhIKJaausJivmYx7KNJeCbDebtFamZ7vc4uKqAW1qJkcj3FMj4fLa24fZlSaxOHZISfHR6SKTJjV+EEfJI3D4yGqAsvVhryo0TSTh/kcwzFo24K2LekGHdq2YrPaoeoaqmowGY4QkkK8jsnSFG/gUomMXmDA4y6Gq+2bqdyiGDJhssP2XBSt5Ve/+TU/+rMfUOYlaVzw7R9e0ul1+eKLIbd394xGE2QUJsGAB6PHf/mP/y/sSFjcT7l7+446l/jrv/7XfLJa8Pj5M7ygR7RN6Z0OqdMVWRuTJiFhlGP7NieTM2wv4N/9za9Jo5T13ZQo2tL3+siqxJ/97IdEUcE3X31FHIfcvn6Pakl89vc+4WA4JGu6tFnF/dU1badkNB5S1S2bPEIqJZbbFaQtTV2zjRJUVUdX9l9JUzZZJ1u2SchoMmI0GrILI1rREmcZsqqimybr9YYiK7B1E01WMQ1lPwd9WFJWNXVSosgStm7RDXpUomE2XeA4FnPmHBxNsFSD1XSOqqr4nodsKNzcPFDWFUVZYqEiofBwfU9n7DM8HO5j1UlKm0skjaDSNBzHBAFFWVHVkKY5rSxxaA/x/ICyzJk/LCjyElM3OJoMEa0gjkOODw+gFXvOX3cvsdyFEVlZkhU5pmmTlhW2aqGrJqJtqdIC3/HodgK0YZ9zo0LKN+RlQ7Hccv+woigFUZTx/nJGVqXcXM2QFY2ikpFlE78zIE4Kfv6r3/PBB49QvnuLY1l4rksU59DK6LKKJKmslhvcskQTMtQyu1VEVhdMOh0kBRTTwOl2KIuCh+mUju8jqwq6bpJmBS3uPgUpg2NoyJJAbmvaJqcsGzRFwfM8RFMitQ2aLPP0g6ccTSZMpwtoGqpaIowSXC/g8fkpSC1lFfHZJ6cYhsGwZ/KrL7+hKGIcx2CxmhLbMXlS4D2acHZ+wnw2x7IcAr+DUhTswpAwS9BFA7LMernD1hUsreLw4JwsT1iudkzncyohs9uFZFULaY7r+XQ8G01raQV73qOs47sehrWnsC8XG169u+Ply0vqqkXWDCzLoPnfwsz7v7fXv6o+ZF7FSJbOzjyg1W2Ojg4odYm2SPjLP/+UXt9iMhmTFRVlkdMb+CAEF+/fkxUJSZzT7/XRFI3NZkMjWmRZo9fdo04sw8K3PSbDwX7/RVFwvABVUfaE8bSgLEo2qzW6pqPoLklasptvGZsOBwfHPHk6wXW1/XKtpmNbBvf3c9pGsFxtMEwLR9e4fbhFluG8+xjb1FEUUGTBwXhEFOW8fX/JLiqYzyJ+8/vfU2iCUrRYTYVl2ihVQ6XZPOgDDG0/m9C8IZuwZhsEFIZDJkoipyTTWlbbhFjxWeoH3Kkl2IJI1smHKqqhElk6v77ZcF1uGRstxWKL1kiEa5njwwHD4ZDpdI7n9phMDlm8ecH07hZNOWFyMN6TKaItZVkzDibotknSCrbaENmxSbKETSTTpg2qpYHqEpoO2zrFLlyKsqSwu7xMh2zymq38mHd3I+qqQtd07rwup4HDauXxzfuE7s6hbeE+P+b0eEiiXKIaEg0lk+MDnjw559XrVzSixbR0tqsVv//570k3e6vp62/f0DnqMT48xvO66MJkvVpxfDhGyDJSK+OaHv3uAPPQQVU0XvyLf41vGvhqn6YpkQyBo5vMp3PWYchytaKqa2RFJY5jhJCQUUmzDEOWqSmJixihK9wvZuiqhu96rNYLVBRMTaNua1brFVUjkFWVVoaGZr9P49iURUWZFjiGhaqbmKZFvlhg2TaT8SGJKFAVjbpsqNsWhT2pxVR0aGr63YBsF7KLYr7+3e8ZHIzp9br0RkPSOCbdxLRCMBgOsTsGVVuzCwvKukRUUCU5H378jCjdockSumbQlnA/n+PlHoFj09QlpqnRDY4oimI/e9FUev0A1zmjrEokJBrREkcxR8cnVG1Ls9xxMJmwfXXB6n5F00Dbqdmttphpge/7nB4OufId0jDnzdff4ro+lmlheR2UQrCYP/Cr336HZZvUlcAPbOarHUmSIWSZRigIxWSxyXiYvyDcbPizH33BdLZkPByxXCwZDQa0eotlWxy7h1xf3bBZ7ZB0jWcfPMOyNbbpjrYqSKJwbwOPYpIkwfY9ZASbTUGaRIyHHSxDxdAUhm4PWxGMx0NURWO9WFOkMY6u03H9PZHe9amqkiwNAQVF0UnilOFoyHa7wvNNbFtFUxtOT7tMH/oY1oA3Fxcg70+nb1+/Q4mXdAKXPM347rvvaCWFGkFRlrRNQ5HnxHHCm3eXdD0Xg5ayrnmYPpAWJZLpcTlbgZDQHZ+8qqlFS5TGnJ1MkKT9KUpTVDqdLtPVZk8icYfMZluKJOaLH3yCrssokkSn978BceJ/b6/3/+1/TdDr8vmffc5Mt9isL6jCKVmWI5UpWTql8AL8zgly3JCkGromo5smhfAwKp2DA2uvJ1B1dEVDpkFuBarvESUpogLT0JFlQRKndDs+k9GYum25nc5ZrrfIomUwGPHk8TmKpiBVEr1OwKFl4gc2vucgyc3eHmvqbHZbwigmz/aul16/j2maHMgSaRqx264pUouizFF1C9e1GfQHBN0uf/U3f8d//y//FWGdIdsm4+MRICjjjCzJCR99TGt0ObIEaV1x/XaO79ks5QjTdpAVl0aDVRohgg5hpvBiFtP6Q1Qhs15sGZyc7/eCygLFDLivZPLJYz7OYnbbCKlRKYoSVdUYjY/YbkNqSSCp+yuAbZrx7uaage8iaQqeZbAJ14idYKX1+HnxlJN8DsIk3kSMJgPquMXr+ihuiVbHPGwVTL+LKrZ8ZE7J0oIDVdBt1tw+3HD+wTOWnWP+/vGOjpPhzWJQCq7f3nCeZfzHRxpu3yMJI3RNRtEtwizk0x98gm5oeIHD7asHfv+vf4el6ZieSh6r+E4P3/H4+uU33L2asZnu+Nmf/33ivKbrpayWc5Iw5uOPPmc1W9KEMbqQSfKEj370MdbIBU9iE24QAjqdDv2Oj+v7tALu7x/odYZImsrDwwNPnjwhFAWWZtNVoa5qhCHT6Y5Qhcog6LK9W7DZhnS6PWpasjzHDfzvC+z+KlaIim0Yoen7K1dV15FVlappAJndLmb+h+84OnpEEZd0/C4H40Pu76c0WYVoG7q9LrPlgiLN2SYxQlagbUnTjDzPMH0DxbH288s4xDAdpKpFUiVkZGRJ+Z7Qr1IWFbKi47kBy/kKx1DIkpzatrFMi08++pCiyInCDZ5tst2uWEwXHB2foOsOSZKSJTmyJFivt8hin+Y1NJ0yT+n3ukjFiqqoKIqatoXL63tWmwRFd6hFieF4TE5GtIpCHO8InC5K05JU+7CVbGhUTUPZtmi6iWJa6LZNVrV89e1Lur7H6PAYV1dpyhJbcZHKCFkW+73BqqA/GFNWBVWUMZmMidKYPIlYLFIUdZ92qxclum7QCWzyTMJ1LIaDLr7mQlMw6HnUZbYnYhg6pqyBIZEVFVVZsdls2O421HXJ8eEBWV4gKQKnMLEdA9vRMK09JEDTZJ49O2O3rfA9l6NOn28zwU///Ecs3r7gv/lv/jueffCUqqyRdRnb0nn0+IRGCN5d31NpDjeTHzGTFQxd5U51qQ9PqVuBUCSQoG0EiqLsfWKWgSYLNkYAdcOytojf/Jbw4TscL2Cz2iEkCds0sF0PZBnLdBBtyZOz0z+qzv9JNymnrfj7n3/IoO+yThK20zuM7QKtVXl6PKLMC0zdZjZdImjxPYs4SlDVlqePT1lt17iex9u375CRmM+XaKqBodk0kkIcpUj4iKbB1DTWWcpNuEGRZcqqIS9r0s4JtT/Gmoy56XRYLOZMjQFxcIbsSVjDR2Sai6BB91RkAW0qsSpNojRF0wx6RY+HywcUWSEIjpAKQZsINL3HxDb5oV6SxiG3D1O+ef+GSoOT01MaSTAaDamS7/e02M+jzqp3fCQEuiJxH15y7A7ppismnUNAJi5LlkXIvJS4U86xw1fkNLRVC5cP9KtDDk+OuF/fYaoqXm/CnaYjCQlFkXFdD1U2WM7XpGHOer0jq3MkS6NpBWlV0SoqmyRjs5hxfvIIw9T3JtOyYSS2nG5+i2PbjA76OPYMSYGg25JVFSs55OFhg0WA1JEppYZdFLO4nhEUHeL3r7CqS5r6OfRUVFnj07MRry8u6RsNcR6jaTnHw0fsVJXdcoVimriOQ0ODYTlEux2qIjg8HDHs9Dh79oiTp2OkqmR+u0AXOjfvrjnoH5Dsdnz8+Q9Z7ELqNKfNai5fvCVZh+TLCNN1kMoGTZLpuB7m2KZocjRVJy0KNFlms96QxAlZnJHLBcWuYH6z4PT0HCfwEQ0cnz/Csgx0S2M939CULYrvYOQli+mGdLFA9ywUx6ASgiqPqcsSuZVxFA3FUqmrijqH8XBE3QoW2zWlaKmTGn/Y4/HROW/eviWJMrbrLdE2ZDld4Fg2Hz9/xp//g5/RInj5+hU1AlVVkYFyURLGMdJGQbDfT/QcFy+wSeYJcRIi6yptw/5vqCo2qyXJZkfg6HRcHdM0sDQV1XVI0xhJgkGvR1XlqLJCVmS8fvOKs9MnmKZNWRZ0PB/H7rHebvng6WPyvORBtflkMiIzKl68eM13b94R629RD36GNP4prWshyzKaprG2HebOc9IkIbIc6qben2wlCce1KcuSNM1QFIWlbWCZBu2jBpqaxnH4le+jSJCTsq3haZVw8viYejLk9NExt9MF795dfG/Fjjk4PKQscmQkJgdj8jwnikPqtqIsUkajIc+fPSHNc9IqxvR0Rv0OtmMjaoFj+kiSzC9/9VvevL3A9wN008CwdDzP+p5CY6OZErLc4DgucRKR53uSfBilIEOaRSTxDr/XodPx+eDwnHxxzTaKuLx5QFZ0BoM+jmMiayqPn5yzjUKSb/8FmtuDFopVhpp6qICsyii6gmNaNKIh3uaYhk5f8TkYdfGdnM1mR/HujuTtN2zbhkYo5FmJEKAIeHx2vB9v5AWImiyr/qg6/yfdpDR9TyFovld9SJJEU9cMOx6drsPkoE+4zbm9fknQDRiPB2iyRFVklIWKbWrcXF1RFCW6au9tt5bKdrsAobJc7NgpsLNDWloOjg6ZPkzJy4oWQZTE3D/7h3xu53RNCaWK6JoSQ8/mWfAIM5ljNQl6KdG0JYqmURQFZdWiNeDIAlVqCKcPhNN7Hp8+Ritzjo8PKbKMVjT8XT3hE+6RJEFVN/S7Abbn0RuPeFjOqbMCKkGRFWiWhapqyAKKMkUxTMajEQeHY0RTUVU1sqRgaCpnJ0e4tcqbrM+HX3zO7cMD0/mS/qgPkqDMUzodF6XZ428QLYoiY1smQdBls4sxi5r1JsSxPTTJomgrWhFSNA3XszmqJNGmOYvNjkdHR3Q7Njd38Z42jUIWx2wUga0NGXS6iLykjlO6hoV7bFEXLX/3m5c8+vMnqEh887uXhA858S7na/GO9acWb2UJ86Mjkirn6eNTqvEBcbxD02S20wVffvklsmVwPBkAcHd7SytG9PwOwdjh7/2nP+Lf/E//hs0f5jysO6A19MZDPD3AdzocnZ2xKxPeXr1lMjrG1R1kJKS8IZxu0BWdvCgp0owv/+pv0W2V/seHfP6PfkxRpaxWKyzTYLVaY5k2J8ePWD7s+PXf/AoTjbevL5EsmaYqKZuSQPYRWYOhaFQNfP37b9hN1zi1gaTKDI8GuF2PvCwxZJXLb15j1SqaqWI7Nrpp7o3Jssx0vSTOMyRdxTQ8XLNDuI7J05IkiqBuGPcHBE6Hw8NDdF3h+PgIx3GYTafcPNyh2waWa3HmPMYwFW7vbjENDd1VME2T3qBHm9YkSYhtBpiqhqoo/6tuY9TxOZ70MXSJMAwpq4Y4TUAS9HtdTNPg5voa3+/ywQcfkGf5npKtKFimRZKmHB4eMls+0O8PUWSV25VNniyoyhwncMmaGvn939IPBxyNhjiqQb/fYbFYomcWj8uCvM5JHzJ2u5Cq3U9DPvnkA5q64PLuGoTA9W1cyyLPclxd48PnzyiXOxBiLx51bEwqVqsZJyePUDRB+HqJqoEkqyxXCxzfI00LeuMJbSsoyhzdUDBkhbxIadqC2fSOWpIxBiaOa2OYOkWVU6QV23XMdL4iTFOOT89o2poojqhFwcH4EZODAYFroqgSghpVlxGxoG1lWgRxVjC7W3Lx9o7xcIKEwDIN5rM7zh5N+If/8C+4uLjm//0v/he8js/nH39IlEd0PItu4HNx8Qe8Jse2bZq2QI9S4iikNxpgoHIcHLCNI+bJClf2KS5vyKKA/skhzXROkGUkpoEsKzRti+3aSEJGFi15VhKGOxZtw8nRhCQp/v/W9//f60+6SaV5wnI+Q0gNddPB91wO5AGuLlPXNYE/YBeu0TSTqqh48e1LTh4dk5UpV5dv+Ht//vd4n6XIyNxcPTC7ndPpDzBtm/l8yXq7IzIV9EBjfvvAaDjm+QdP0U0D3dCJk4SFrXPSXOLEYJsGuqGxa7aI69/gii0/Of8pZXmDbmmUVcV0sSCOc3r9Cbs4oeP3MDwLd7pjmNzgOSbPVI9U3hEEHu93FUWe42o6qhCMAh/dcXE7XR7ubmjKhrrcn4JkU9rvwRgybiUQVFiWAbJEt9tnu9khSTJtK+j2dBzLRq/2jpdsu6PvupwenjB/eEBjzxx0LBtT2+tHLNvCNgIsx+XdxQ2KLOH7Pq2s0Mj7ePvh5IhtGhKlCdvtDrMV1NmUuhC4jkNRW1R1SZEUmIZKnZcIIfbpRtdFagVNUdLWErt1wfnBIfVDit91sDWP29kaFY0yr9CFwajbRRESEi1ZHDIaDJHkgsu7FRe3GxTV5uNPvkD4PkVRoAxNLqMU4XfIpYzu8wNOYo13L95iiA6OY6D0j3lYJoTqIV/dlfzlT7/gfOQjV2BIGp7tUUQFL757SVrlTI4nqJVJHacUYcjD9ZTe3ZS2rbBcB003iaOEPK8wNJPRwZCD4wPi+Ra/3yUtU0Dgeh6dQZe7q2tevHxPuiiwFJtkHZPXOcJWaGOHZ8+O0DQZQ+jo1w/U64xtEqN8L8WkLfekBCFwfAfHDwgGPUzXASRURUWWFMajPkWRQSvjmga6KrG8vec6y1mvVhwcHJA3BWleIrcCw7Ro2gZJlhkNh4i2xjJNmrbeu6UsC8txME2DTuBhyIJB16fXDdB1BUmCLE2RZJUsK5gvVqRJTK8bYNk6pmlS14LFcstquSJKUrIiZ7mYcXgw+l93ejTVJYtD1LZGllqCwKOoKpS2Jg/XdOw+PdcmXDTYikC3NKKyoGgKVBrapiIvSrLdCkNTsRWBqsg8nvSRkLjarqmERhausDUF1zKo4wpdKjk5PqLX8UnSLav1muGwS9DtkuUZnudxN13y1XcvUS9uOZ4M8HyDwSQAUeMFe3RanIaUrURsRrxcvqHfcTg4OKAuBavtls02oqgqVM3Edh16/Q7z6S2WqeO7Jv1+gCS1JGlM0zTff6el/elR1+gORtizhPlyS1bOSZ4+4fHpEUa+5XDS4eHhDlkSbFdbbq7u6A183r14Q1tUPDo8oiqbPU7N8fEdByYDNFVBVxVcXcHqddltNtRFQZrlvHqz4dsX7yjyAtN09mtBqkKVFei6jioUJFQepnNsx2A8HlA3LS9evP2j6vyfdpNKthRFRtNUjIaDvThx2EFUeyVBlKS8e3+FbmgcHh3R7lJu72Y8++iM7WbJ7fUth6MJ6zCjSmTuyznL2Y5tfI3jdVB0k7xsUFWZzz7+ENd1ECgkaUIYphwdHHAfBDilg6fuh5+irihmCUI0fPzJcxpRI6Tvv+Co1LVEmjeIdcjl1TU//skI3XRIspLybkEQOFy9v0QSJT/56Y+ppQlxnFBWNekuoudanDw+Y5umWJKMUBXe394QdLqIpkGIFkSDYWiomsyo12c4HpBle9VHVdTYroWua7SyAm2DVFY8Oz8jyyvKvGbg+diWSVGVdPyAUtWR5b1uwvcsNlHEdLHCsSw6vSHzxZp1tKY76DKY9Ai8LrswpqkaahRWqx22ZhBFETu9i2T3sS0DVZbwXRdT2xMhwu2WrChxnQ4yEsNOwFd/95rD8x7h1ZoPzk+YXyzYzDfomozTC9iu1hyOxhwdHLLd7VBVmen0gW+lL+j9YEgRLXmxkRnrHdbrNd3eMzIt45tdhaG55PKI8kCj2Rooj05pbY0XccztQ0pUdekHff7baYd/evNb4uWWm+spk9EBV1c3XN7cUrYFg6dH6F2fSmtp5Qq7Z5NGKXW9Pz2HbYJmGhi6haghSiL6Bz0m4xGTwzFf/f4r/MBD1VXSOONwcsK4e8Dd6zvkWuFKuiFcpyiuwfX8nu3vUs7OHzMMhhRSw3a3QW8VonRvwzV1jV28o6gbJF2hSDOiMKY/GmHZFqZp8suf/4J1vUaWIAlj8jjmyePHqK3E5dt3yLR88emnXM/uePHmLW1dsV6vKcuStm5pyr2ZdxdvqYoS2zIY+B55KzBNg17Xo0x25FnCctUiRIvrWPR6fbbb3V5vLsT30OYRUBNGWxy7Q5blbHY7TMveL6G3FZIkcfn+gs1mQ2o7/OjZOREhq92aPIpQDQtT2ydVd6str/NXBL6PJGSqsmCz2VI3AmhRVRlDaKwWK4zvryiDwMPUdRAtuqbwMFuw2+14fnaCPunu56ZVjuMZOIHF1R/eoigqQcclyyo6PR9JkSnuppStwnoZ4lgG588eMRh736ftPFRVY7fZkOUtqqaymW0oipQ0b4l2CXFUEEUZ1A1yU9MPTvBci96zc8ajHrqmUJYZraj2JnBNo5GgbUERNXESI0kmJ2eP+e3vviPJ9hLQoqgYBR7zxZzXr17x4fMnlFXLcjHHcfX9Q73t0NYtq02IpsiMegGTYZ/A73B7c4tr2/t6IcA1dUoBpmnv+X21wLIFZVmhqjLjwzFZkiKammQbk8QF6+2ax2eHiLomqXJMXfuj6vyfdJP6+KMPmBwM0XSFpipQ5RZNlTB0l81myy9+9SvyLGcwHvL+ZsnV+/dMRh4nZwdMDo9YLteomomkGIwHQ7KTCkk1+f13L2hbmThOyYRMm8SoAxlNl9E0Hd1QaFcbdN1AiBYFee+mcVzqOkc3dEYHQyRJYraYY1kqyUNO1Ujcz5bIioFS11i2y+TwkPl8yWYTYukmqqqxXW05PhwSJTmNJQiThM3tLZ1uH0cSmLJEYBicHR6iaw6O6RKGMcN+h3jQw6prFCWj0wmQJYkiTSnzElVWqRXBarVmtVjhH5zT8Y746MkTXM/lt199zcNqjW85OI5LlCaYmk5aViiGBNL3pIS6oahqDENw9/BA3e4XMMNdhKzJHBwf0pQ1vuNwMhqh1BWiLjl/csZFLJMaHh/1n/Hu3RvE90EAIRm0TYsqSdA29IIum03MB0/P9mDXTU50s2J8Mubjn35EHmZc+RYffNDj9FGXZbjB0A1kFFRJRdV0ftadI9srXNfFdyW+uvmS4+4B49MDVpsleVJwFlRE1RZ3MOT501O+ev17/u7qK4Z1wzLckC1KLkqJb+5/j1wJ3l3c8urb15R1g9/rgJCxey5FkyAsif7omMFgrx+vFZksKTAdFcu0MU0LXTFI4oTJ6SFSCe8v3yHaFtEKZtMlF+/e8/Hzj/j8i8/R7b0Msw1n+H2P0cGYVq5p2xpLUtF1hY9++ClvW4VqnVDFBbqqUqQ5bVODrlJle0r7erMGCT7+7GM0RcV1HfKipG0Flu2S5TlvLy4pqpK6rXBMk810xm9/+yVxVuCaFo5p4Vom3aCLIuvoQqGuMnTHYNAJKIqcVlbYbTdsozW2JlGVBaWs7uHMSQqSDAhOjo+Ioi3T6QOdwGEyHqHKClEckhUpQa9DVVeQCTbbNaIRlEVJv9vBQMN1DJ58/iFn5494+fY997MVeZJieDatAFoJ23SIkgTbcAijkDQrkCSBbZmYjo5jWSAaJAUMVUamZRet8V2LJAvI85yyLAkCh05g09LQG7sokuDxk0eICqI0wQ8shCyTV3sfXEOLpCnYboCq6YDA813atsEyTTJTZQ8EEgSdALmRub9fMJ+tMQwbUUn0uj5f/OBj2qZGM0BVBKvVDCECilKh0/GwbIfVOkKW9olPx7LxHZ+6kfnu1WtqqSEY9InSlO9evqU98JAVlTQtOHn0CCdwuLq6YXQ0II0ykjhFDgKGvT5RHCLqks1qSbjZoCr76+QsTdiuVpimjixk0qJG1Q0830JRBE27tycrkqDzPcuxzHKqbcTBaMKj4xMcRydPIqo8+6Pq/J90kzo8GYFcE/gBWgujQY+xpVKkGav1Btfr4fc0oijh5maJptoMhhPu7mf8+Mc/RJZ0fv+7r5mMD4mqlE7gEmY1cZJSNnv8jKHrFJLMLtxStxWqoqFpOhISRVkg6zJFllFqsNuuUWUJxxti93/ELF9xs3jPyOjRtIKibtHOf0KvP+DL3/6O3sFzXmUqhT4gG55j+T2WZYVxdoTz9ISbquQ6anETnbtlw4fDPpPJkHmSotgW+olBVUFTO2TKGun4gLtcIms1hN9nmkOb5RypNkWhUFY1pu0TSRrb3Yae07ISaxbRLap0xFG/x7OzU5BV3l/e4Pf29/oo2p7Q7rl4joWiKEgIHMthud5H75umRWoEdZ4xvb2mZ1n7eKytcXZ4Shxv2W7n9IdPyOwAQ1syGXdRZBlJkb7XbSi4prnHAEkNnmsynz6QJxVdt8MPP7L49s093mEf74se768UfvXlb0k2I6bre7yuR5qllGUFfbAMnV7Qp64FTVtjajq3F5c4mknf7SJMieuLa+RWZjgK0BXBZ88+okgL/uv/x3/Hq6/uyaqWTPmY6uV7nh9N6HW62J2AtMrRbR2n71JJJY1oCLcxpmLiGB7RLsbSTYqsQjQJo8kBV5dXdHsDwnCHptrkYcrD7R2DwZDhYMird9esZjFfF2/Z5RVJEzMcDnj8g+fEacnbV+/odD0++/wz4jDmdrGg2xkQHA/RhmOmry9x/Q5NWfFwd4+tqiiyTF1V2KbJk0dn3N3cstps9jZcTUG0EmGcUVc1FQLDsdBRQTR8/fVXSI2g43WRqhpDVZmMRqy2OxRPkC133K0XnB6OaeuculUpGsBvcUwbSwNRNYSbENG0GKZGt+vheA6qLpGkMa7rkGU5aZrsuXBViqRIRPEOw9BpREWaZIgWFFXm5PSIm2aCJEcEnkvV1nQ7PpKsMRlPeH/xliIv+PDDU0ajAf/ub/89cZaz3mwwDBNV3SdTNcXkcDxCVSBLE8aDLqapkSU72u8DNQ8PUxSVvQpH3+8zCiFhmCa5nvOrL39B4Ac8+/ADVtsNhu1z8uiMg3czilZCqPuAVZGVyChYlk6346OrCnHaYrYmJ51HzO7mxFGJHwyQJYWk3qHpCmURY7smg15AnOwYDjsYmoJlG2i6QpamezNuXBJ0+uR5xXAwYrHcoOsSL9694dHjc9wTj+SuYjpbc/LohJ/85Ke8uXjNpz98htvxCXwfUS9YzJe4tofr+yS7Nbs4Bd9DlRT6x0dswx1pmqLbJllYEYYRdd3u7eyiwrb2QRRdVvaJ4tkM0zRQVZkoKzFOTniQfZ4cnuCrKtO7mz+qzv9JNynbMfBcB6ltsU0dVdWJooTlYoGi6owODplOF9zdz9EMhZ/+2cd0fIPlYsn93ZSyKEnTHF03MRybOK4QkqA/6BPHCZ2Oh6R75L0OZm0hKzJIEm3TIMsyUbQjVwvyNGddpFRlhutYPLdmrIsTriMFuk9YWi6KolA3NZZtsVRU/Od/hpA1Xm5LkrikGT+F/oQ6L2hEwx92La7dYyc7zNQBHBts7AFJoZGWDbbh8LvpJbswQ9MtGu+Ai0JjIWuUOJRJikRLYPXJKhtFcWmokRsZs9vF7p1SSDL/xKnRhUVb5kxGXRRNZ7pYoaqQpRFXt1e0bkBjPSErYkytRTF1PEcnCHx28Y5GtAzHIwLXJAgcNE1G0WSenEzodDyaOiPwLAY9l9tCINOgaxK9voemGZR5w3I2xzINTMNAliQkGqqyxLRUqhK8wMXr2pycTXjx/gbLlZmcjUh/V/Hlr7+mO3A5efSYqpwjaQqaaqDJNUW6Q9cM8jSn1+1gj0fosoJnOQBU3Q7b9f4BJMkT4iTm+flj/sFf/iVq/YIoLflGtckKjfk65eR0jNV3kYTKJ198jOlo7HY74jDm269esric0cQ1TsfC69gswjVqoJHEKYZmUOcFqqLiyCrTqwUDu8/TsycsWoPvRh+QqiuuioKLysUPHJbeAM/z9kN490dMG0FUu6RSTqGVSKlEZfZQDJnmw8e8zGrKvKTu/oBHm3eMkvs9BqsVvHn9ml2eoOgKyC1ZXlI3Dcvtmk6nS6ND09Q0NARdj4O+Dw9LsrxhNpuhMaTuNIz9AIqCm4cH3K6Paaq0ZYWmaHiejWNbKLFAFhKoKlmW4TousiyhGipex6XMUsoyw7EcJEnaNw5dQ1UV4iSiqms8b8jBwYjfffU1k9EBo9GITuDjVha2yAmjB8JoR8e3OTg8YjVf8vDwQK/TpRvsl2o3mw3z5QZDNzl99AhDN5k9PEDdUCYx3UmPwFFR5BaFlkGvx2y+JExjVFkw6PdwHRNJaWhaQRTFLGZ7SO4mLnj9/jWLTUqWZVhul29f3+A7HqppYnkO7y+vmAwChiMfQ9MxVIN1tiIMU5RAQUFhtdggKyqarhFGIYal8umnH3B2doAs1SwXSwxDwbZMhKhxHAvB3pJt2yZpUqFKMuE2Io7ndPs9nj075V//5mvevL+mndSkZU2qwMNsztnpGU/lpyRJQVXUfPv1d0gN5HlBVVas10sGQcCi2ctIo+2WMIz25mME1O1eYhsm5EWG4+xP4pqmYNsOZRrR8RwOR58SbkPGwRhOf8S1/xg1m/E2lrBMhUjx/6g6/yfdpLpdG8sykSUNQzZZzNZEb1+gKjqaaSJrJpvtjrat+U//8d/j8eMhb767IEoKXrx6i6XrGKZNDfiuz9vLt8yWG7r9PnlRUWQFktrQ8R3OO8e0taDIG2aLJWXV7J9S65qqAcnQ9pv2TUlPkXhclRSk+9itGlHVJU1T0jd6FHlJa0s4fpftLiQUOcPBhHB3z9ubC8LdFkk0fPLFx6xMkx+JexQpYiAyDrtDdsoWoYXo6pTvZu9pGoGsKgyGPWRVpVdN6VdTbEPlzD+kq8YkcUIchriOiYOOoe3pArZp054cfU8QLwnThPnyHscNcBWPru+SGyZS29ANXA5HXXpdnzjNef/+jrrK6HT7yLKMYerkcULvYESv75NlEdvVDENXKTSZwHcwdRdEC6LGsUyQJIqsQNVU0jSj3+sjWkHTCpBhOBoQRw9kWU5ex3T6Fj/70XP+7g8vyeUJk8Muf/U//zWqKvPLX/2Bg0cj/vIvf4yh67z89luy1QVffPEDZosF/SDg5PgREoLA8gjDiCqJ+cFHH+NpJu+v3nN9dcU//Iv/iH/+X/wzNNnluxc3fJtKaJ6LduAh+QZpFqP5OtcP12i6zOHhBNudcHZ2xuzVA8k8pyoaMlGidRwczydLc3zfp98ZsJzNWF7PmV7dY7kuxeOKtTA4VFNOrGt2bUi8jvjk8CPK6DUdZe8he3N/gV2ZzF8viZdTfvjFx2iWwYs3rxAFfPbhczzH4vrtDWtzxI2sYxU5VV1RZRWVDJqt7//9ksAwNY5Hh9i+ie36LNYrNrstXtcHXaFsWhRVIYl3xGGE//QJrmNSJCm3qyWd8QDfNTEUHWwDXZJRFYW2rknimELeSwL7wyFFVmB5Hn7QxbIs1vMltu2y24Xoxp67qKgqyXaLJAks22Q0HiBJ+0RpVdf7na6morIHoMPB4QTb8Yjzis0m5eXL7+i4Dudnp2hyy2a34/HpI3qdAbs4oi4LRv0BWeiQhBs+/fA5liOhaTKr1YIsyRiPJrSNIM2nTCYTur0+y/UWQc39bIZpyERRyu3dmrv7NXmj8OriG3qBj2HuuL2fYlo+w9EQp9cjlTQ225Q8L8jinO1qR57HOMGAthFs4pC8qDBMEyEqqjLl+PCQoGOjGzIIFSEgCLqs1wsMTUE3TDRV2T+UxwWdjs5uFzF7WFNVe5HpIHD4R3/+Y/5ff/1zkizh4uIK/aDDweEEz7MxLYNf/uKXvH53RVu3HE+OkCWZPMvodTr0Bh00XcU2dVZVTh1WyEDVCGzXI09zQEIzTTRDxVAVHFVDlyRMe7/vVZcFD/d3OLoFQYej/IrPlRlKUSPnMOj3+R//iDr/J92kPNfZb9fnFZq2x+6oqsV0ugRZoGn7lMnkcMRmt+PN/+cd21WM7xucnBwxHg1x/S6m5fDqzVt++/W3qKqOEaV7WvJmQ5GlWLKEZaoUWYnhWaxWEts4/v73yRiajIJAtKAbGkKwt6FaBqJtieIQRZY5PD5A11Rsw0ZVDNabEE1W6He67LYhX375NU0LSRzj+Q7bKGaVh1zN7nFEgd+xAXnPwstLXL9LHH9L0O+xXCzQVAXrwEIrFQzZYHF9Q3Q348nZKbKuUVUFvcCCtiFLSzzPpm1LkHSqquDu4Y5uf0Dg7O/PPU/j6eMTzOExlThktLvh6GCIZSoIUfDRR2csllt22xjN0FAUgSZrNFVJtN0gSQIFmfVqjefv5w4xBtmuICpDZFXB9T00VUVVVFRTIU9zdF1jsZximy5pntK0FZpkoCoaTSWItzs+enzMlwuPkeQwOj7m5vUtaRKi6iqqoRPFIS/fvSGZv2W93tIfDeh6HqqQcEybKs+wdQtVkkGU5HVDZxCwSTyultfIwmQRTvnuxQuqowGf/+RjHn/6iMtv/0ARZzhdG6WFzXyJq5qMRxNMScNSdLI0RfMDnn/4KVrHIM1zZCGRRhm2mhLYPkpHsB2smc6XZGFKLqsslxF2dMfph4/oH35AVdVc/OElG8/C/ewTBl0bqdEQ84pex+T0+ADTtkgXO24u7lmsZwi/R1qHRKVBa7roA4d0uybJc6pVjRYrPPrgDKXZg2r7Q5/jp0dc308pZndIukR/3CMKdxiytmf8zVdkZclytca0VJabkMC3Gfa7uKZJW5XMZgt0CR6dnCArKl7Qo8gy4iSjEQJZAkXXePn6NZZh4Nk2gv3sUNUM0ixHIFgsF8RRwsGjY1oBVZ7SH/QJdynRLmYXrlkeDTnoS8QiR1ZU1psNV9dTHNeFusVQJLbbGZ5jcjDy2K0XiDolryHZOdRpSt/zaMqM1lDwu13qwmIy6FOUFd3AZbHUefXuPW3dMOqa9Icd3ry55gdfPGd80Ofnv3qLYnbJ8pwYFakUBJrCaHJCmeWs50vm0zmT00PSskAAby8eaOucTz95hm44NA1Udcvd/Yw8L/nxj7/gYDJA1yQeHh5I4h2ObbPZRkynM2Sp5ehozHy2RNdVOt0OZZFQFoL1OqJpWg4PjrEcg8v372nDDEfVWRUlRwcTkAvCMGQ+W+C67n4xX9rjrGRFRaLF930M06Db7TLs9UizBMc2UWSdpCigrajKAtu2qCSZbL1CotnPKn2P8WhAFEdoqoYkge/b6IaGrElMxn3+2Y+eU5cl15fXvHz58o+q83/STerm+oajk1PCKKLyDlltIgZCQzEsLMtksd4S7XYIRZC8KmlrgaaalHVLVjXEeU2r6EiaQYVC0O9TtxDHKQ0StRDYQUCaZTxM9x+MLNlwc32NphmMuh06roNdSpiaBGI/+A/8ANqGMNyRtDX9ns9oNKQpS5q2RZFVqqZERkIGXM/l4W7O4eHR97BUgR84pHlCFGbETUlbZdzc3HJ0NMawHeLVltfv3lILGb/bpWrKfYpptaLarjgdG5x/+gPqKsc0NUxDYzg4ptNxAaibGoSM73e4vrlju4l4mD4wnU55fH5OGqX7YS8tqdzQVjVFkfD+/Vsenx4hNyWWbWKMBzRlxXqzo+M51AKisME0e/tTZtUSxglClri4vGGrJaTyMdN4jqTIHEoqdd0iSRKmZe4hnZLM4eEhm3VImiVYlkFZ5hi2jWka1E2GrRl0PJuRFfDP/vk/5X/6f/4Vy4cHHp+dcHN/ReyM+c9+9lNefZkgKzKB7zMcjimLAlkI8iTn229eEXQcLMMkTmLKpmJydsI23vLy5bccPB8x+K6P6zjYVszy4Y7JaMQir9jONvTaLtW65O9e/pqPPvqENqo4GI+oREX3ZMh4PCZqUoTImUwOmd5PiVZbkmVItkkokgKpEty+uqY4OGczD2lu39E79Dh9dsTt3Y48zXj+7APqsiYJU/KiIhc5bdvw/t17gu5+EXQ4HrCaz1jeL7h5c4X73Gf40RNO9JbO1sNWbNbTJQ/397h9k1YxSPOMh/UDbpPRUlOWOaIWXFxcYOg6nuOgyBLdbofnzz8mTiIu72YMez6yBFkS0xQ16+XejXR2OKFBoKgamm6SxBGz2Qw/CCjLioubK6os4ezkGBrBarOi0+2S5iWzxRw/8EnSElmSGPYHJHFMWVaMhkMsK8MwTDbbNXXTkuY1u3RLpz8gSWKiKKSpGrIopix7nA9GBIHJ+dkYy5QxTJu7uwXX76fURcHx4xPm0ymnzgFZnmFYBkmWcHV1Rb8/YDLpcz1bcHX7QFZ0sfwBKDaW3WOx2qLYPpVQEZqCETi0kkytquRFCYpM1tR7FqeqUNUyRZzTC3xcs0/TauR5i2yqGLpD4HWgDfcPwYbG8PAAqamgVdhsYmbTBYqicHw8QZJ1irwk3IUossHF2yum0y1BMGA0GtG2EEYJg/4h//J/+AU2OrZhgqgZDftIkkyaZMznC6Iw3l+30qIoUBQFsqQTJxEvvvuOLz7/hPPHp1RlyWod4qkeu90W0zJpBWhyjueY1LnAdCw0TSPPM2Tpe39XXWNbBoauYMgygWsTh2t2u4jBsMdhOPmj6vyfdJOK04pff/l7NuuQclTy2v+M1aNjykmBaZiomkRZlrieSyntf87zGFWWmds+eqMhKwpqobNxDlgdP0OSpH3AwDCRhYRkGvizt/whfIEsSYS7GFmo/MXPPqNsKixT48n5IxxVIolj4jQjTRIs20DVFOazBZYpYxpHZFlKK8ReW2DYOI69t/A2e1+VqihsNhuKuuJ2esvZk8cMhyMG0pBscYdmqqiqRpxlJHlCLTUkZcr97IGO76HLEhtTZzVb8OJhTe8nX/D4/BFNWzJ9uKEuEvI0wHGd/f6CqpOmOd98+y0IlYPDCWVVoukKvYFHlsWoCBbzBddxgze9QBYVVRZx/uQcSTQslwssXWEy2BfzvRNnzWKxxHQsLNvC7/bQjb09NctLJFfl7PE5SRIhSzKL+QMHkyM0VaUocjrdDkVZkhYFZVnhug5RumbsDjBMDUtRUTUFOd4P5g23RtJLvvjRM/7JP/0/sK02bLVDnjwVyMWHNHVJkRW8e/sGuaz5/JNPaKqW+XKBH7joyp7UkJcZUZiiuybjoxGaZvHP/+//lFd/lfHdb75jMjIQox5ZmlMnBTerayQJpETiu199i2s7jMYj3L7LYrfkm5cvMAOTJE7YzJYEXkCZFKi1RLqJKbMS23C4n84o9ICjR+e47SFRGLGYLhj2+qQnjzA1nTzNmU+XeG6HXjAkkXY83D/w6uUrRqMDnp4/pd8LePXNKyzfpTvqIFkaZZWiOyp5WZBqOZMPD8i1HM0yCbpdojBmm2yJdwndwKWpWszvPx9VXpDlBZquMBx1cVId01AwdA3bssnSjOv7WwQ6R4dHDEZdZEUjL0seFgu26zVpsVfJ5EWBaCseH58gqSrT5Yr1dkuUFURpRtPW5M2ezn84GRDFOZeXVziOg6KpuLZPp9dhtVmiGwbDfoBXltRVztFkRF023N8+cPD4BFkIdtsV3c4hZRFxctClbSR2awlVapgMB5ydHROGSySafQw/TcjyjOPjA4IgwHJ9uuMD/uX//O/53e9fcXV1j++Y/OEPF6x2EXFekVYlRduAoqBICru8QJbAsS163Q6apZOJijTPkZr9mODwi0+xbYuLd7fcTU759fvf4lk+pmmhKDL9ToCh6TSixbIcmiYh3MZ0uh3CMMW2LTRNQVVNbq4fePnqPapscXziY1oujRA8XM/26VvXp62gH3QQlyVHB2Nc2+by4h1VVTEZj1ltQyzTQlUlNNVFVWVURdA2Ndvtmk5nzzqVkKjbZj83CyMM3USXwFE0rlZTdpsdvm9zfHiAbagUiwzPthh0uqiSREf12W63vA2nWI7FoD/kyZMnf1Sd/5NuUnmhUNUG621Nev8rDr1vePbBGb3AQy5BkyTSIsXTApoWZFlCsUAWgoPeZH+akVUeHhZcXc3xVim9fhfPc1AbjcVsTlmmBLbGwdEJZZlT5IKmElxeXaGqCs2jGt93EXlCGIakWU6LQFYEiiozORjS7waItsWxHVrRIrUypmmx3UYkWUFVN/i+Q1HB3WxBlGastlt0y0Q9fYZv+5w/d/EdjeubG9A1srKgoWF02EeWFSxDx/M9vo4TfNdjrOtcXt9RVyWuZ3wPtjWxLQtVkXEcC0lSieKIp0+fstvFqJqKaWnUTUV/2EORBY0oybMU1znmB599QRKukKjY7SI8p4NpOFRliSK1WKZJ2zaMJmPeX16Q1glu42H7LoeHY2hqXv7+PfehQ2rm+L63P+V4DorEfo3A0Pd0jKJg0OtS1wJJhl7PwzDV743GFnVdIgEjzdk3vQ/HrO+XSHaLqdosb9e0wuPRyTkUBVcXl1y+u6Rr2vi6C4HOwdEBfsdHQsF1fTYPEbvNmmP/iI+ePOPy7hZtoDA67OC8dDCKlt10jRc4ZLVMZ3SAJIEqFLbLfUw6ihK2VcyjT57i9bq8eveCLE5wHZ/taovVKOSzHVmY05QNwaBD3sgEj4/JvD6dvM9mu+S7373g2fMPca29s6k36PHhsw9ZrrbMN3NEK/D9gH5vQLfXZTDpMxwMePP6Ld2DHs7A4263Y7peoOoaRVVzeXvDk6dnTAY+KBJVWaPbOpvNFpqWw/EYRVFRVZU4y0BXkVqIoxQZsC2POEkxdIvZfMVuF9Gi8fBwRZt1UeqSR+dPQFJI8oqsrpANk/U2oi5LPvrgnH7PZ7feUDUSlruXHraKRtVILHYJVZVRXN8zOTim0+mz3KzQNA3NtOj3e/R2PS6ShLIUDPvd/TxHM6nzikGnh4bEfDYnT0uibUin69DvuciotEKizlUW9yuyNGE06SPJFa5tEW5XuI7J8dERmmGw2WxYz29RqHA7HYSmcr+OkPU1um6yCVMUc38ro8sqqrKX/yV5zGK3xfN9NLXdq34MDaVVOBiN8bwOlxfv9/odt2C1TqmclqPjAY8fH+O7+xuCulLQNJ22bonCiF63y2DUxzBNqiJDV3U2mzlF0dCdBAgh0E2Duir54osf8Ovffk2jQVnk1FXOpNuBtsSxuvi+S6/fo61lvvzt79A0haqqMU0TTVUJPANFkUiSmLu7OzabiLubKXXTYFk6miHz7NkpgR9QNQq3Z3P+8O1LGtEgyS11U9CUBYpoMFSVrGlpnQZkhaKCeL6kzAsEzR9V5/+km9TbyzuaVsYOeuhWgaG0uKrMKLDwPJ0sDxl3OrS1xGYXIoSEKDUWywXJesnp4zOSfEvHUrjKY8LFDK3J0eoOge9xNHQYTR5R5BmDYZcg8Giab9iuE8pq34QMw0QiZLXeICsKg+GQtEjJ8hTXsxkNDvAdE11XUFWVLMnRDRNFkdENHde0iZOcoNOjbiTcXsDf/vI3KKrCxdv3PCgf8Bdjk7zc8eLdS5Io4tPPfkCc1Zwcn/H++oa6bijris1yRS3ZjCZj1tdfI+oCWRN0a4tu4OJiAALXsZEliaqtEAhUXWW5W/O4f47vWmy2Kzq+hWkZtJJCvxdA0iKJmidPTrFMnYeHOdswJooziqJAtC1hlGIYBooMw0Efw9qbQ5EaRF3sie6HI+aRjiQnyFKLJiuMxyOapkFVzL1BNo6RZJlGlAz6PnUjISsSWZ7Sfp+wMiwNZBmVloeLewxHx+65ZGWI6bp0Oj7b9Y70YcZnj5/y0T/4gIflPQ+3d1zcXPLBxx/x+Q8/Z71a8ubmLWlW4Dgupm7ie11c08M0TC5vZgyGn6LYEnVWcHR4gmbprNolWVWgyhKbMGW73iLalkZqUDsmB49PyNWGk0en3F3dUGQ5jumAJLFcrSl2BaKRmU/nuAcBfr/Hddngdz38js/F23d8+Ytfc/bBGedPztA0neFwSBjHuJ7FZhcyvb5GagTjgzFChnAdolsahmMQZQnDwWOMyCTcxkRJgme5JGHKYrrA8fanpTLNqfICV7NJwvB7g63AMFQkWaOpG1Sk709CIKFwP52z2US0KKTJlo7rYBoGeV5xcztjPTphtljtHUmKTJwUtNUegVPm+f5BTVWghk0cEhYFqmYyXyxQlYaPnjzm+vaWbrf3PSvSYdDv09QVB4djvNihqUrCbcZoNKYyBbv1jmS3o2hbirJEkQQSMhIKeZZT5A1ZnLNerri+vsbvGAyGZwwGfUxL5dGjY2RFQgKiXUhRVCAE49EIw6nRTIPvvnkJkkaUFghkJElBN2Rs00JDwjVNmqqirQVZltPIMB4NyBsZXVLQVIt/+29+SRzHaIZPmtfcPiywtIbH5wcEvk3Hd7BNg7StEU3D9OGBxWKF63l8aj9HtC1lWbNY7GWKnrtPyDb13vi7XK4QCPqBx4dPjpEVjV96NsO6QxA4KDJUZYGmKhR1xXCwt4K/u7ikcT0UV+fs/AlZnLBYbRCSQhQlzGcbsrTi4Njj//af/1MOjnskUc4vfvF7aOCLz57Q7fXxXJfFbIoqKey2O6bTGXlR0HxwRCv2iKe2qegPerTiPwBVR9UI0DRkTaHMasLthiqNEPUJf/mXP2Ck23h+wPt5wlfqI9KsIY5zROcQ2zKZVh6tvL9mSz48QTuIud3GVJMBW10lTROeDE5RJIGbv8fIUoLAIY4KBBKrzY77+xmvp1cMXI0nT88J85RsVRJHO7JiLzLzrCMM3SKK4u8BnAVNu08wIclYlsHDdIaim0iyYDjqsQ4Tfv3tS2bGFX/99g2mXmL4Dp3JhL/56it2yy0qGqZtkRU5pabxwdEjTt1jrGxOaRtMRoeMBgHhdoFmaIwmYyxLp64bGiTKqqERkFcljQym55A3JVVTE8cxlmWRJDFJtAN6VHmCLHvc398COuEuoW4hTav9acf2sCyL+XSGoOTp81N0Q6NtCrJki27qHB8dsow7+H6FZepIskyWZsiKhGmrNHVDUpeYlo0iga6be2KzrLBcLRFC2s+lWkFVFiyjFdttwrA3ZNDrsV7P+dnzc3qJR5k88PGTJ5iqgYbg5OAA1Vb55sW3GItbbNtDtQ3asub95S2r9ZLxuI9qGBj6GlXTMNV9qAQNRkGftq5oKwnP9YnjGLkV1EVFr9PDdEzcoYtzEOCPfFYP98wXCx6dPmK72kEj6Pj7q518HrNd7Ii3IdlyQ3t5j3V8zuHkkHAX0ukFHD/6iPMPzpAViSjO+O7FC9bbHUeHE7ygi+8GSE1LFIV8+913OJZDI2o0RWe3jcmjaw7DDQ/TGVIj0+v5lHECpU+VVlAK6lJCNvtUkk5RZKiKjCRLpHVLVbfoqkVJwzarKMsG3/NY1xW5HgBg2x1MVSWSWspaRcta4kYmUQJyWSXPcmpMHLmlrVuqLKfMCtxOsL+CbCzKot5TDPyAQeDw6NEJvmuTxDGDbg9d19BkCVVX0Q2Hnt6ja+foTUO421HVgqIoefv+kqOjI3TT4fbuGstQyLKKh+k90S4l6AxQJY2T4+P9jC+OOTzqoch7wnrVVORZwXob892LCxTN4fjkBGMTkeUliixzc/+AYdto+p5PZ2nyXqOR5MTtjlbanw/G/SGWb9MNAn7/7orF1RStlaGF8XjCNsqJ0xylKDk+OMCx97YERRZkyZ5t2AqZ1TZENW06/S62Y3F/c49AQtV01psHol2MJPZ7hZODHnWVcX35BtN0eXQ4QNUNfrmuOBwPGPQ7+zi7pZNnGVmS8vjsBFXZ17pdGOK6PQxDZz6bQwtlVZMUJYquYcoKk6MhjqPjGBZSLRP4FlUNB0eHWJaDpunMbm+oJVAUZZ9utk0Wskz7PQnH0CwMQ6cTdP6oOv8n3aQC30MoKkWe7wnbdYvtuQS9HtPZgn7fotPrsrVPKFOZU/mBZZqTlRnlokCpfIospVUUAtvmo6dHVIXHLgyp6pyzsU8gbbnSjlk2XaxiRscP2FgJ69X+aq+s4G65wD7oU8R7Ht2o32OrydR5Tl3XJElMmkQ0TcNkfEBdQZokIJcYhkVZ1TRtRZULLNdDUVXqqmZyNCEbdDHyvaCsFoJKkhGagd3pkqwi8vUWVddQLBNUiNIIKwt5/vgRjmPQVAWffPQRvcBFkkEgEBKoikoe5+R1RWfQx1qtWIQb2rYm2YZM+kOqqt3PrhQZU9U5Pzki6LpoisJiFVJXNUUNLQpV3aDoJmXVIiQZWTZQJJ1hf4BoS8JojahL2qbaLyNqMkWR04gGIcDSjf2JS6pRVBlEi2XtadZCSNze3lPlxR4rleSYvolsqGRZTl01/OJv/47Ooc3JqUv4ZEud9jEsCVNVyPOIm2iK4VqUakv/aIBq6by5vmDQ7+IbHnGWYpsuP/j0R3i2zfXtDcPOAOXYpbpu8GwDw7bIk5g8z3A8j8ByiXZbbE3n5PgRq2gFquD48SGGYzAZDYkXa1RVo9Pr7pdSkdEsi0zLMAwdo9dnu10zv56RCpsHc85itaRuShRVoRQ1lm6y3C7RbZNH3Q7T+ymu56Ea6l6U1/MAmTwtCLcheV5gWQbTaUSQFFiGiWMbnD46Ji0SJKAtGsq85Z3zQyrLQm8r6EDbNDSipapq6qpFUhQkSaZwKwQSm6Kkdhp0Q0cCCkli8z1FXAYkRWWuDah7nwGCqqzITJ+P1r+l0Q3COqPWbSS3R7JdoXkDonpL0crIuoWkuyx2KZJhIun29w8jDfF0jm6aBIEPqkHTpmR5TrgLCYIBTtChbFu+fvmaw+EhmuEwnW0IgiFVqVBXCovpfh9pfDCmqmPSNKOqawxLR24kLNWgKgW6ZhMlFd2e+f0pLMFxAs4fn3FxfYusqYiiRLQNklAoi4KmLAnDlF0U4XgubS3wOg5VWeyBv42KhEoUJuTllEKRyR7nPB8NODs54v9L3n8025JlW3rY575ci63FkVfFDR0p36v3WFUECiCMAI0N/kGyzwY77MBgRqKAKhYK9VTmSxXi3rjy6LP1di2Wr8WGB9hldtNq/wI/5sfnXGvOMb5hCYPj8UDoO6RJwXS2YLXd8Ps//YDSJtFgTFX1zMHxZMLDQ0ZaFHSGJs8zLi5n+K7Fl198yvu37ynyCseG2Szm0lsSlXt812I0jEiThPXqkTAI8F2D07MzDsct6mONbCs+frzCNASeH/L+/RVJmnB2ccLp6QLLrrBsger67/b05ITjMaWpCtquP6yNRjGPjxs8x8eZOhwPR9I04dmLZ3weONzcXtHKmlaKP6vO/0U3qVE8pO06yjRFqY7BcMB0OidJKna7FZONSxhOSEbknaYAAKh8SURBVBKLJ37EL2OLt4cj0tSs0hXFx7dMo4DPPv+UsjgS5DVRHIKnMQyLpj7gq4xMRYRhSLHLOB4qoiDAs0OCwYhbFfLm/S0Pb97x+eoJF89OefbZMwxD0zgWoe9iWia2ELS1RMoOy3LxPCiqlk51YBosT5akaUUlJXEc8J/+7u8IRxMmiynePuTu7iOb3Y7ZcoFWmtvreyLL4/mzJ2jdISyDrMrpREddFqRVwtnyJZPRAt1JsiTtRzh4fdSCZ5JVBbtDyufLE56+fEHRNNze3pIfEvKixndd2kYxGU0YmCGWvaXIcgxhMBzEJIOGZpcxGA3J65pDXqCVZnNIEUaHf7eiVR2Rb5HnOYOhh+u6GC0YwqSTDVL1EdMGGvXT+DEIfFbrHUEr8f0A1/WYzxbc3jyQJSmW79AectqJYjCZUCQpQ2fCp6dPWC5DVAYDL+Tp2QWy2GJZBpbj8fr9W/Ad/NjjN7/7DavNjq+//IL5J3P+5m//mt1mRxTG0ClOZ2cEwkMFJq3a4Q1CPC/Ac2w828HUmv3+QJ2VPH36DNsSbFcrlvEZTVGTbo+gNPnhSLbbs1ieoOqWLKmwENiWRVY1P8FjW+yRS54U/P1v/xFtambLMYPRkFoWvP72B3bbPc+ff0oYeGx2B25vbjk7O0XKHsUzHk0Rov/onaIllxbp8cDrV2/42V99zlfffEZRJOhKYdsOWipk1UBs82LzGyJZoLWmaRps2+pVYlmNUtApTZIU1FWLY7mEUYBpmxhacTweORyOxGGE67rEwwG+ZVAgUJ1CmCDiMffRvyRpEyRtD6MVYzIvxXMc1BD46eCUuBb3gYuLDYYirzJMw2AwipGyY6xGaOFgte8o65xGK169fU2St0SDiJvHLfv9W1wDXjw5Y7XaUhUNluXihj62198aTs5m1MWBH9++4fR0gmULAj/mzY9X1LVBEIxJs5pFFPPykxdsdkfmswlJUbDbH0F36BYO2QHHdXA9D1NZ2LZHI1sOmx1tU1A3NYbZN8bNw5aya7EVzE9OsJ5e8N/97L/EUTVxaBNFEdfX16zXe6Th8OOHGzaHAgX84Q/f0TU5JycLhDDZ7jZowPc9uloShQFK1nSNwenJHCl73FieHbEdk+aQs90UNI3Ecx063+tDF+dToGG5GDEYBFhWwA/ff4vvRbhOgDAFT55c0lYNeX5gMR+QJRVFWmIaFlE0QCmTNEvJ0xzXdlieLMiygrZtKfOKqs7B00RRwPlpb3uRsma72/9Zdf4vukkVZYEpBFEYEMURaE2WF+RpSidLjnvFeHhH4trksuJK3vzkq6r4/IvPqOuMaBAwHAx4/2HH4ZBxeb7EDzxMA5IkAdNAll2frSMcTFNiux6tAev1jiI4YzwY0+52vPvwQDgaEG/2CFcTBj6zSY9bcS1BVdZgKJTuiRWOY9F2EtfreWPxeMjh9pH9bsenn31Ci8FWa56enTEQCi8I+lGU62J2Jk1ZsTiZ8/h4TyclCs14MuCXz77iXG4YDnxAUtcFo8Ggd/a3HcI00IZJ2UjC4YC6k6RFwWa1wrccSlPw49sP+I7LPknZN1A9X6INcGybMivQGp4+PQNjRaPhw/0tHQZaaiyzJ3PcPWwQwqYKLcoyYzyJMR0HWXTkWY42NJ3qcBwLYfcIn6YoQUMYBnRK00lIqwrdmWzXB4ajCWmRoSQ8rta0p/y0sBX85t//kWBo8N3pW9S/PGX4xQmDyOH1+9dMlhNOzy5p6SGwqlN0nSQMIuIoIg4jLk+fcNxnXH34wHw2o2lbbnd7NDHzsxl22fbP2WqS3Z7ymDEdjlmMpxz2eybBiIHwSe72qN2RqqrItym2bVE5OcU2oS0bbCVo8oosy1AClqen3Dgure6IBgGnFydgdSinQwmYn81BGDSy5rDbs3s84AiDxXRGWubYtsVms+Hh8RHfDijylkz52I7N6emCzz79hPF0RBDa+IHXH5baBv3TqLCuSnyrw3M8DBOqqukN8ZZFnldkaQnaxLNtLMdE0RJHA2Rd4liK6STGthxk2xB6Fn/TvePHt29JDimD0ZDE+FvmKiE8XHE4HOg6xXA8JOoazpdLlOp3E8M4Yj4OGRsBVBLZ1OwPe5RseTl8QRDZTEczpOzIs4JGCEajkPVq2+OLJjHnpwv2uwzftqm7hsl8QiMbpNR90KGGtq0YT2IGz5fsd/c96sh12e+PHA45621OKQVplve7T8tAypq6Lvj6y8/5+3/8DYfVga7TGI7N+ZMLNo8rlNYUVYXvOMwWS+LYR9kGtuuTiYz6seHlN58yGg25fHLJ956DQ8Mo9rh8cspuu+PmZkPZNPzDb/7A1c0DOB7CgOubezxTEU2nfFxlrHVIZhu4loc9EGzxUbWgSVOGgzGdASKMOVaCQyuYu1MCT+DZDUXxwONqhWMbODYMhkOEaSLMfiQ8HI5IkpKqyjgcUoRd9QTbomMyGvD2xzvquuTyyQVtk+G6NllacsyOVGWFK2w826YpC2xhcHZ6ghqekGYpdw8pZVniuU6/r/4zfn/RTSpJDvh+gOcJgiCiaTtU2yAVKO3QSfjw8ZHVaEguYaEPDEcxXddw3K345OVThpMBbVcTxx6BGyDLirxtiAYxbdXiD0Jc1+/3McLF8wyKrOFxvePmbkf25DlStoznE6aTkNPzc0bjAXWT9mNI2WBJMHSHEIKmaTFshdYGXadZbTZUdctoMsPyQl69esMPb95y+uyC9XpNPijo3A7P97l89pTd4cD2cY2NwWx5QlNXDKKYx4c7Fqen5J5D6EqenJ7QypIkTQnCgHg45v7uDsexEZZg9eGK9f6IGwSw3VMVFSaC6WTGux/fIx1NLiTHpCIXHlobGFqTHhOSvMSyXSIvZjge8O3rN+zTI7brkR4K4iBgOhnh2RaHY8mPr+549mSBsAL2aU3b+kit8EOfuq1JshzbsjBcl7ppcB2bpq0IgxE3Vw8cDr0wwRQ2QdsyGg+xfZ+oiLHtmtU64dOfX/D7v2tYXz9SZh3ep3tUd8b9aoMQHq4dsJjFNErx8eYNF+fnfP75FwRewHa3IcsKfDHkP/6Hv2e32/DVV5/x9ddfYvsepikYz6e0+yP7hxXFOkFXLcPhkE+ev6QsS4wOziYL0mNGmhW4sQeWiVl1yELiRuD6Ax5Wt9S1JIojjOWYd9dXDOM5aZExXDzjr178EidyCEKbzqgxDIHWkvFkQlG0vP7hNcf9EdEp7m7umZ2fgFYck4TBYMhwMOb6wwOHw5Hx7IT/w7/4r7E8zXa35rjbcDwkCMMm9kNc28HzfOzSwfyJoB9HAyzRsNsnpFlBLTsQBsISGBi4no1samRdslxOeXqxxPM9mqplu9nRdR1tW2AJ3UNITYVhgmolWZbTKRNtQNs0+L7LdrNjdzhwMp8zjiKOuyOuAGF02FZ/Ut/v1hy2W6LglMN2i2mYHI8HomjIMTlSFFl/gws8vJfnFHnNz372Jau7WxbzIcNhRFk2fPx4TScbxsMIy+wIIpNocEYnG45Jxmq172N92pz1phdCPdzdEw37g4yWCkcYDKOIzXqP7ViUbUPXdtR1zWgyomkbQt9jMhnhuTZlUyJl/z+9OF9geRb+wEUakko2FJZmHEQ8JBVvPq7YlhovGHG/X1FZEe40wLUFrpboMOR/KM5JTQ/v5AV5WFAXDcNBzMoKCDqHWlYEdUjVNL0Juwx4b5vc5Q6ubeM7Ef+nsGS5WLJa35MXJZbj4jgOcRxTNQUXTy559f07dvuEY5oSDwdEQYRSktv7FWWWc/nknHcf79lt15yenLBczDg9P2MyHXF/e0dVljx79pyiyDEMk5UwqfKCdf6AaQpk05Bn/xkAZpfTGfEgQsqappWYKIRjUTcNWVZRC4NDekdyOka4AXudUTUVw9BnGDuYRodsc2xX8PTFOZaySHc5xyTleEwRpok6QkPDcX3ASA84Tsj2kPD63QdcK8TQmrPFhF/97AUX5yc0bcr+sKEqc4aDiLZpKLKU+WzaL/xlf4uyhI3sJLfXd0jDRGJxrB5ZH448rHcML045VhXbw54fd28JbIOq6wiCgHE0IHnYYsWQHY+EYch0MmX18MB19pH/4l88IfChbT1c26auO/7xH/+Z/X7HyfKE5cmCf/79nziWNV/87GvqRtJIxcnyjMAPsS0PqcCybRzPpzFchGXTSEXdSppaYjsRVdUilWZ5ekrneXTKYBTXJPsjbVPjhAGWEJj0kvvN45a1aFHxmOlyieN6bA9rug4c2ydLcrQWPcCzarFMk8f7NTe3G5RSnJ6ekecZXuzRdCW2Y9PKju0hx6kazLDDCGMeHzY4N2tev3nPm9/+IxdPFz9xGF1GgwlrP2afHH6Kjdjh2DZZUvL+x+9YrQ58+c3nWGHAx8c78kzStgtW2SNtkrBYTBCdQZPkjKZTqqrm5uojoePiBR5GofGFjZAmh8MRV1mgDZq8YTacYswWFGVBKwwun14ilhHhwMe4LhC2IAhdrh+vmM5GDN2I1d2a0WSCVhoTOLs4ZTaas3vYEcdj4iBmu9uy3ey4fPKM/eFIlmdEgwsSQ7Mvt9B22MpksTxhNJhy3CV4jk1TSbquPzw5P4UVmmYHNIS+DZ2P2ymKuu4VYY6LY1tEnsNiNsGyBJ4r2G4emI5nzKZDHlZrmro3endtxyiOqCyXzfWWWQdNVSNVRxD0IOG2a3Ecj2OSkefvCGyTwTBiNh0hTIuyOWC7MY4TUeQNaXrkydMnoBTb3Y7ddk8U+nzy4gme77F+3HBfZzTlnp99/SllkaO1ZLM70MiKZ59c4vs2g6GP51qYBhiug2wUcaRY3d+z3u6QyuDzz17yeHeFaiSqU/ieTScb/pv/+t8wn7/icEi5XT2QFzl11dAEDcuTGbYpkLIhrQsUCtPz6JRiMIgpu5Z9duSY7rE/OeXd87/l3rGRCu4HYzbtHs8PyBcFsusYjkZorWibkuMoZuc/59Mwh+JILmtCx0J0HYaUdLVBmRb4joulDeIgpExrXrQfeH77HyhwuTr933FV3mFo1eONmprTyCOOByTpkR/fvMN1I6qmoNOScBAh/IA/jL4G18cyTWTbsJqOaJuGZv6CPxomUzUmVBGTbkwZL+gCzWg84+XxB5rr75Fei+s5hGa/g3ccm7E9+bPq/F90k7o5+zUdJpawUErToflCHDAfP5AcMhAepjBQWLR1x6HM0DqgrSosK2C/M5AyJBpGLBZLNusDyeHAdHGCEBZVXbNab7jO7zHylFh35HnCdp8ynowpspamrnhyueTlJ6c0dUVV5v04pYHQj6BTCGFjCouyqDAA2XZ0ncL3IwbjMb/53Z/YpiV+PCQaTommEz7c3IFjYloWyaFAO6LHyygDs5LYpktVlLSyoaoabNfG8nwMA7aPK+7rltF40iu9ipI37z5ycXnJ/WrLbHnK+ZMXiN2uB7w2ktc/vuXW8ZiNJzRlyfnpE8azCdtDhilNHtqOpGixTQ9FS90qjrs1m92R8XyJYzrYvovwQ5bjEdtNj3F5en5J7FoMB30cuHYETd1xe71GacXJyQLL82gbg641KIoaR1QYWlDVFaenJyjdm47nsxmOY2D7Np0pCYTD1buP2KGNaXjYnuDTX13y4ZXgNq34v/1f/+9srt/y1VcvePfhHeFkwOdfvgRLgQG2aRJ6Hp7fq7VO5k/5f/3b/4Xbx0dehM/I84rDtiBLQt5dvyN2LNL9kVkwwvIcirrANeyeHCIMZCuJAh/DtqhaiW/10RyWZVFnNdeHjwzDiLNnT9hTk9Hw/OtPWN8/MhwN6YYj8uMtye7Abr3m5+E3TIZjPNcjraq+2Yd9xPmbtz+ibwS267Df7qnKmpubG6IgYjodkVcWlrBJqxzHNrBtH9WBMAS2cCjzBtDYtoPr2DgoAtdhuZwQeh5SGlxfPfL+/S2W65F1imHcS+gt08C2+wJvWw5xGFMWBbJTBGFAtj0gpcQwDbKsJMtzhGmRliVe4BM7DhpN0ypMQzAcT3qP2WHPKIrY7FJevXpDEIRkeYEwBQ8PWy7PZjie4O7hEdsyaet+3G87NtvdmovzE6LQ4tNPzzlbLDGFxnUEJ4shWnX4nsPF5ZKyPBJEDkIYyLqnrKPAUPDLX/2KrDF5++GGQRSyswRd0zKdTzGFwWyxRGkbW5ikeUIURqRlgR/4qE5her2IyFAdhu4whUXbtihT0MoWqSRlWaKrkr+d/YFfrzacnky535T8z//xHxm4Hp4fUtYtrusy1SOqIqeqMhbVgOxiwv/5JKd5eMer/A2jYIzOFJERYObwuFrxxHvC4Zix3aXs05LV9si+LDjgcYgzvn/7HtvS/OzLFzx7eoolDJQqGQ49nj45Z7Xa08mKly+fUjYSwx/xo1ry5PrfY6E5W8y5HPbp3/P5hDxPWZ5EhF6NY21ovJbbmwce84aNM2bpuVhC4LgOvuWg6Uf8hvmfgXDimV5jmjaWYVPLmkdrzBUTrM1vMISJYdtUVcMxKQmHMX4YIgyNZWtG4wFff/Wyx8zUFcfDkeSY9Hsf26LrND+8eoNsFIU5YOL4pDdXtIZmtpjgRT7XH25xApuH9Zo3r2E4CACDLCmoqoy2HROGHlqBbBuKrER1ijAcooXL9d0jWVFheR7C9XjcH5hMFnz29We8/vAWqQ1M26ZRijyvcD2PNDlSbXNcyyPLCwyhEK6Fqxws1TE+nZF2CWkt6fYZjuPx3bsPdLZHJuHd/QOrqmJ+esL07IK8anG0QRSPub+5wTUFf/OrX5OmJevthrYzKFpoZI+RSg47HMfldn1LWbccDilJWXN7/8h8PufLly+IAp8m22ELGMUBk9FzwtBht99RtD6rxy13+pHJdMpxX5EVKY5lIjuJ1grpa1zbpVXQNh1lUVG3HavtlufPTrEsgS1M6CD2ew4crs/MmjKOB4ifWRytEY9vcywzoJYWr97eY93f8eLTFzw5P8fQqhcBDCMMwyAKB6T7sr+pdR5ZUUAn+d0//ZEiGnAxO0OWGUo3ZE0OWhFZHm2ZMxmN0LqjqWscz6PTGoGBI3pwats0lMecVrZYlo2uUlRssVmtKdqUx8cVBE+xLJN3b99Ro3B8l7uPd3z580/Z3G/ZrlP8MGYwisFUzBYz3r7+wGQ8ZDFfkB8rkjRjWx7ppCT3LaTvUaQlrWVgRSaP9yt2DxtGgyGT4YjBIAIlMbXiZDZEdZLAdejaBiUhcGyEUgjLwh+NcD2bfbLHsG1WDw8ErotqQkwhCHy/v8UlOaZpEocxgadJ87I30gsDL/DwPB8lO0wM2rrG8VyEaZHlOdvNjvXDA8KEqq6Zz+e4roNUIMuC4zHlV7/8ijAcYlsStNGzNj2P8XSA61q0jYEwTEzR4TiCqmzpmpblbMwgDJAyJx64DOKQjx+v2G/3BMEASzj88Y/f88U3PoNhTBwFmKbB6cmS5XLO8uQEbSjQBt++esXjwz2e49BhUhQlge8D0NQ1trBxfAc0uK6P0pq0LlGmgWolVZIR2javX73BaUrWmwO/+/YDH64f+epnX1HXDUprgp+ewTD6v6mTijwv+fjuiqmusU0L17KZLmbc3lxhYuBYDne397RKc0hSNpuErGoJwiFWJyjrlsfjka9ePuXZswsELUopBlGMaQkskRKFAc+fPWG+XFA3LbXlcyaH/MI5Y317zZORwGt3TEKXkd0wCA28NmEcCDxbo0yFN/MoZUsqNZZtst8fcGqXeigRpo1SmuVi/mfV+b/oJvXUlUgl2R8eUU2DsFqKcIFdN8hO4ukOy9BYRkcUOVyOZyznMZFvEwUmTZMzHIzgoFhvdnhegOW5tK0kSXJcN2A2jXmbxRxWt/hakmUF0XiIY1sMRjGWZUGjME2ToiyxHYvJJMbzRszmE7TqaMoSQ4Fr2UijIwxDtGGzFRlpVWINItKu4Xevv0OYP3J+ecZut8X1YhzLoaoasuOGLz77gqxJcMcziqJmvd8ynw0JwpCqLhCOjeuZ/IP3Bb8tEvKHlNFoTBmOqJ53mELQ/eLXvG0rWtkRZmEfD91q9OgTMg7cOTYfWdAGivt8RS1btOvgJXv+dPeR6XwJdgCxiR8ZHGsD0w2IhmMG4xkdJto0+NXf/A358UhrgOe4JGWDFY5xugBSiestMf0RD9sDh+2G2XRMW1fMJkNUrZFKYTsetuWSHHKG8ym2a2FYBkWR40cBJiYDP+TZ2Qk3h4RRPODXP/uGbXrk7Som/PQZzeaB1WHHs2fnfPOLT0iSguyQ8cnlp+RlTuhGpFnCuw8f+c3f/zNPzp5wcnHO9rjFMk1C38fEZPe4Ic+3XD65YDQaQ6ep1keybcazJ8+RdYsQgrptkV1HRw9wtW0LqcF2bDA0wjBINjvKQ8NXP/8C2fUihAc55kOa4mEwH41Is4Q6Kbh5d4MyHR7vt9hOyjD+EqVgPl1ifR70htyqY785sF7vwDZwPIfaqlGuoigbAs8i8EOsic10OO6ZfFqjG8l0OOTXL77gNIa2rlit1wyiEXlVUuUZJ8spTduitGIyHTMZuj1ANoxQWmM7Pvf39xiGQMoOMJiMx2THlCxNSA5HuokktB0Mrdhvt4wGIxzbpioLlFI0dYuWur9VjWZM52MM+nGpF/iAwUNWcL/e0/3mD5jia04XI+pGkqQJOjlSNyXT6QDVNXiOoK4L6qoC+tvjen1H2zRcPLlA0acKu45HFA5Jsz4MUSn4zW9+y/zknOVyiuuYTM9PmU5HvRK1k7RSU+Ylf/2rX+OHMX/47gcm4wkfrj4QhgGyldiu3adAD4cYQiCbGtMwMZQGqQksD1vYFFXBq6sVf/zhhk5ZCBHQdiB172NslaJpW2SnaDpJXbfc3T7yffGWb2YhhurFHZ3UeH7IaDCkyAuu7+8wfRfb8+jUAWEKvDDAqQ1kpzDo7TuHJMNUNYvlCXnZsj+sWK+3PDzsmM8XfLz6yLPnL5DKwtQGAohjnzjyMQ3NeBITBB6BcmirhqousG0Lx7GIBhFR7VNXCtd3cXKbLC846CPzeS9Os0z3z6rzf9FN6u/+7re9PFLD/phwCEMKcr5cLijrmjzNqPOUeP6MLz59xq8uGpQsOR42HA8lnojwXZ/AdxkPR1i2y+NqR9N0NK3i6YsnbNeHfvGrO+q24NmzcyT0IXFthRNZfPP5F4Q07A4rYjPC9T1OTk4wjf65AtcmCkLyLv9pB2DRKo0yDJRpoagpmhp/EJIcc6q2RbgOXuTxWJeINGHqB8wmI4xWkScVUtaEvs8gGhIEAVVTMxhPidsbgs0rTmdzUn1g++b3JA8rkizj4ukl3sBnNJ+SdwVmbjIlIrAdZNPS6YqhsnEer/jx/RXOasvLZ+dMTkaMRwH/bvl/4W3XEfgenaNIjwn58JLhcIC1EBxsm+9lQ6x8wsbHCk1MIVC1wjBMZCPZtRa3vsO/txbo0iBrS/4LEvabDFMral+CUtTVAbTJ73/4wO9fveavol9xcXGJZQksJyAeDKgfajqpCAzByA/Yb7YIpfANg9kwQsU+PiNO4yXT+YhoOKduG959vMd2QgI/4k+v35JmBd9+9wMf3j5gOzNw1iBM6rYhDAcYucFkMGQ+Cbi9vyMrC8IwomsLAtdEGQrX82iyHNVptOpZjLZn4/oORZWjULiuTds0pHnKk188ZziN2e4OVGWF8CyKoiAwTE5P55yaJyjV8IfvviMtGhzHw7Ikf/j9d8i2xTQdmqphv95wXB/ZPGx5/vmnROOItEhpbQdnFOJjQdcReB6OELiGyXGzx8FkEHjorqVMj9TC7MkiekzXCoRpYzmCwDARJozGMcvFFCEMhGvTNJLH9Z7Hx1uSNKXbH2iVQinYbzd0dccwCqirkiZwGXkhI2sCnca2XaqqIAx8am9E5w5o2hYvWjA7mSNli225RCctdVmiMXD9KbvtlunJJc3sE963NY+7FEuMe3p6Lng0BXE4JsBh13hUWcqlLxkEPq5rEUYurmciO5vtdk/ghzze70nSmo9X7zhdnLDd7THoeHJxSl1XxJHLerVCaUUYx/h+xOeffoopPN6+/0hdlji+SxwG1E2L5dhgmFRNgzJMECZRHOFrMC3Bd99/h6tNwMTxIhR9uq1hWqRFRl1LqqbCsG2KrCBTLUppRnGEH0W4bsDT6Uusak9RJKAqdustT54+YTiIwTB4+uw5j/sdnjJ59uIFthfy3Y8/ss81rSU5OZlTVA3/69//E1+8fEFR36O1RuuO7T4jHo7xgpg8z8jSjJtdijh/ynAQMokdJpMhvm/1sSGOhR8EFGnRk2/qEs8dgO5o25q6ljiuxfn5GXePaxazkGNy5OP1DdEg+LPq/F90k2q1weqQ9ifHriMvK4wIDLMnkruui6VazFGE70BTHYnDkMa1UMJFCBfoC0oYuBSlxHEsxpMJtexHbEHoQq4YT4Y8G51xcnbGMSu5u78ncC3GowFRkFPtj5wtT/GCAKU6Hu63vPr+B0bDIS8+uaQqJWlWEo9GGIag0x0Kkz+9+hHL9bhZrwjHI4IQAj+gUx2dYWAKE2ELBsP4/xcB77pO740ZD9AGSNUymAzI64LrP34k2e55ZzsMBzHXH25plEk8HXM6DPCHAU2dkTw8oLUBXsimrqmSI64pqKIYV1scru/Y3t3iqpRnp3/FfDZhagz5F9lvcBSgNIfugIgEpgLXsFClxLMNJnZMZLl4rkcQ+CBMVKvJi5L7LuZ3Vcz/Mdrx9uqW/755jnAiaBvqIud4LHA9wSCOeVxt2ZU1o/ML0lbysN3RKI/pdExWNCRJBqaB0DCwXPzJEqPR6Krmwjf4j+O/ovUbXM/CVPDuOMO2+qX2//ytSxB4bDZLhGVzGJ6yf/FLNqaP3mqCIMB3PeS8JiQlbhxG8zFdK4kmI7KqQAQOvu9Sq5oOTdtJtAat6aGoowFVVyGRuJ6D0XUURUl2zBjEQ6qmwhI2D1f3POiG5Ytf8eXkZwzOY1rV8Xj/yOnygq9nC7QwWW82/PM//Q7QCNNiOBgyOTtjv06wbY94FCORWLbg9GRJ5XlcREuK5EAnGywNdzcP2D/t0PKupfUlhJogcGllRRQHHLYlaZZRFBVVURLHMa5r06meuqClAjSqqxCWwcnJnPv7FeNBH7meZA2eJ/j6iy+4e7jjzWTCmeWjbza0VYdhaCxh0iH4cP4vMfY3GEbH8mJG4Xns9ntkK3GciHj6BCk7dF3jjSuq2ZDfbBUosLzzn74FE8OAzLbZagu3swmNgB/FU/7L5lsiTzKejoH+ZqIx2W52ZOkddd3x+z/+SFUp5tMlX3zxGY+bFUo1HHZrzhcTzk+W5FWF6/vUdUeZFex292THlMlgyN36ga5tsSyL8WiM5bpkRZ8hFcURddMQRBFlUxNEEZ4wQCp0qdlu9iRFyXDg0AmD9WaHRmO7DoaAQ3LAtPt4nsPNHTvrMxKjZXP9QF0WTEcR48mEyWiMZYLv9Pvv+XRGllfkVcvjekt+TEmzDu/MxWt81ps9ddlx+7BHmAdmsxmB77LeHDk7CbBtl6LccH1zR6EsNusth27HxdmMuq6IwgilWjD6pPKuS/F8tzdvVyW7/Y7WdPB8l7EzxE40x8UX/INOeKgcDpVFeyj+rDr/F92k/vW/+iU/frjlfrXFtCy82MUfjnA6i0IrhAFV2xFbDlEYMIoiXNcmVVBVLWLqoTGp25IgiKDs59jCMnAEGMJFtoqw8OhUyjAMWS5HWK5AWEtsx+XKDMnSOywUYRTx+Lhht9tz2CdoBaawybIC23aotUG52VPWCmyHV++vSIuK88mMQdtwzCuiOGS7P6C6rs+hWRrMpnPm45ii6F32Bgaj8RBT9AtsO3LI6xwpW5ZnZ+RJxeGY4EUDDKtXWQlbkFcFduzTaQiCmN//7k8MgoAvP/uEi8mY6phQ5g1/+P4VRVoRDQJMy6QqC8q8oDZyuqIgKQryPKOuKjzX7oG8wkdqSeT4+JaB71q0dU5raFzP/ylbSmKpjBt9yv/jYLNRPh+8c/4XEVNnKUakmI5GmAJCP+CNuuJ6cIqYury3BW9sH6vUTPIxnerYyQ5Ng2GAZ1h8++33qLLgxcun/FfhltC94r//H/8DVuTz3/53/5rTYUXbNKwPj5xOz3F8h+MgpWoaiqBhHx/wDRvPsoi8kCIr0J0mOvFI7ksebvYMHI/t/RrLd/ADl9COqLKSKs1wtAWGSatkL3JpK7SlmC/mOAjurm/RUhHaHuU6pSlB1h1jK+Auk+xXWx7SG6LhSzQgarh7f8d4NCUY+gSVw1//9V9hmga77QHX9YknI6yHFeE44n51R6MqTAxOLr4iSfZMnsVcLqfcvHmkTAs62aFR+MJjFI3wHAcv8PF8n2NyYLd5ZLPNSNOGsu6bUBj7xHGI0g2HwwFTGESDEV9+8SkPqzVF3fDpZy949+6KP357g21ZjIYjfNfiyfmSO+UgdImwLCpZYQiFZVm9R87o+Fp+5GIxZRwfyLID62LNbrNnPJlyNjpF23AsEhpZ4WwUgW8wmwyxTZNhEGOa4NgmliVwLYEXOEShD/oC1wjBLIjiiOPxiOwkhha4rsv9/Zrnz17SSEFearzQIwg9JmqE5wZoOUaYBlHk4zg2Cgstax5u7gijAXVVc8wOmIbAsl20YZAcE2zfZTaZgaGIAp9j07DdbOi0ZhhFdE1FmVeoUlIVJXVV4Sxtigb2WYoQFgPXQZsmpucjO0ndaTb7A7tZxvfHG4zNGrMuiQOXeD4l8FwsYeD7Dvk+RVU1dZHx+LgBw2Y2HsHA4SYOcSsHMMmygsfNEd9zaOSmVzpqQZJVNDfX7Hd7PM/HGUxRncLQBk3dq26btukxTpYAA4aDCNtxe6Vj0yDbDiuwCIKQKr/mU7tlEQbc3G9I0nt0neO5/xkIJ2Yzl8n0C37zzz/QYbIPQhqlaOsW33bI2wLP9SiKiuMxZd8diaI+JBEsXr96TxSF2LZgPNcYpkCpjqauyJuSNM3Z7xKU92WfwHq5IAgc8tLk4nxBkZUE9oDcek6ZbsmqiIPSrFvN9OlLhAkbOo5KEDUDOqXYbLZY+xzD0/x/3u55ZEIYXdLZc9bXVyTSRQhBkh1xvCEtHpPhAK16NmEnNWBgO1YfuuiapEWCO/CYTGZ895tvKaqaqlMkWUlrmPhxwD47wFpieC5+HDIZTRiGA4JBn0wcDMfYpk1qZAwWUy4/H1E3FbLL2aQZ2buPfBAB1vvfsJiOcCzB+dkJZydLbMvsF8JFycXZkk42qEbhCAelNWXVvwfDNIhkxn+T/iekMrje7minNv+i/pHj5oHldMaFW2K5gq6TfDOv+LvtO/7wT9/xxRcvee5NCIXBwpxhORa744bAFqRZ09+m647r2wdkWxCNQtLDkfPTCbYruL25o6kz0sOB2+uPBIHLiXfGYbsjzwvKLMNpTU7HM6ZRTBjYOKMY143RlsONH/Lx4w2+6fDpaIjv+STHHU1bYI88fNMktkJkozg8PCAcm6otsQ2LDskhSTFUf8sypeLq2x+Zz8dY2iTUFiMvYlVK8nXK/fd35GXJ4/0jquqwTZsojqm7BnPsAAZ36zWHXU40H+OMIor2yGw6YTaf9FlhgyEy2ZIcU6zRkPU2ZRxGNHVL6AVMByPKrKbxJVcfrvHlmPV2R55XdJ2ilA3CFri2APrRzX6/oVMdBh2tUkRxwHgQMXMcgiji/lbgOwJLWDimIEtzvMADpfsQxaKi6zrqqsb3/Z9yunwGoY+WJUZnURUHxgOPyegSy7Zp6wLf93BtEyd0iUMXqBHCQiuJ6jqEJfrbh93Hm9uWhWEYaDRRHJOsHrj6eIdWGtfzGA0H2LbNJ5+8II4HvHQCrm82vHr1mssn54zGE3bbHVEUst5uOKYplrCpqpY4GpMlCdcfb3CiIUmS4g9jwigiLwqapiY5HpnOZoxGMWWRMRpEzGdztoc9m9WGMs3oGomJgR9FWK6D49k4yqcoKkzVYXct2XqFNE3QcEgLlGlTt4rv3n1g1mV89fSCMIoYDAdgKKqqRAOyqTlst9RdhyVMHMfBsaeY0mBtC2Rbc3p2jrAt1g8PdKri9uaB5WLOfDnDMODh8ZFOyj4mxPR49vNnnFUHbNExnkQYKI5ZxiAI8BwX0wDTUHiuy3a9x7IFWZkxmZ3gtA7lMWcsP9KUa2xxIDNTJoP/DCTo42GE5Tj86hcvSJOaO2vBD9sKy1QI36bTNiUdHSYP6wPXxzXPLs4Qpkc88LlJ4W6vGI4i6mZA3TTc3W4YjUaIIKBzXA5C0XpD6rZlozyk9rivDGxpIJXLvF7xJzVBdRp3W5JminB8wdGPUFpiGGAaJndJh7BdumCJbBVZ0tAML3G9OaU/4yF9ZPr8Z/BT+J/eHxCWwMnfIasd0XLB7NlT7h82NLKhbipcwyErCoaLCbOzGddv7jgcEzBthONRtJJSShyrxYtD5ienmLbNIUlockmeV7RtA03Lh29f93lQpkk0jRlfLPjxx9csz04opeIPv/0d+dfPmJ+cYNNRlhlVXWKZ0NY5o+EQVE2epfiOi7AEVVXSlpLZfEYt+6A+A5P792+ZTOZcjGN+U6bk2QOz0OHl2RzHgq7reP3mNYawscsSo0j57p/+Efubl/z8y0/waDFkR2AJbMuhqva0reLp0zMMWxMOfd69e411esJwGGH5Lq/evuHuwWMyiDFMi+yQ8jZ9w3qfoLwJFhG27/BQKA5SMpE2YWgjWo02FLvWJRVDctMCqXByje1NmU1GJG1NLhPy1iAcDVAN1HQgzN4CUPeQTkRMMwigW2PKhtAIaZuSrq4ITMFm8Jzs7N/w3naQhqS5lAjb5HfWlFAOqLwaYQnqqiH97Dm77Z7cHmJ98Wt4IXnE4Oi5hIFP1RnMxIo3373Ds2wc0fvHxnHMdDClKUvqVvGw2jCs1tiqJC8KDMPskVVdh2FAKzvyLGUwCPF9r+cWRjHj4RDfdvCGAVlWclg9cnEyI3R/zf3DGsMQFHlOkqc04QTPtJFKYzsejvvTTrepkU1N4FpMRy5GV3BxNmE6m1HXDUVZk6YFZZGRHw5UZUPgLIgil66TWMIgy3Kc1mA8GtB1LXEYYhqCum6xhI3nCrRhkSQFsul4/skE0xIElodGcJVW3G9LPtzu2NQ2/+GHWz779FOuki2TScQ+b/C1jYlJWxnI454yGBJGS2oED/cpHFuigUuHj+WGSKOl9QYMByEWHbbl0nQKLTvy4xGzA9u2wRTkdQqGQZLnKMtEuBbaMDAcQZ4UfRJBp3h86ONZklGBpy3Oluc8PTnHMRqqIicOPWopsYTokVdty+3tPYuzM4aTMWXZoHFAKtI8oblRPenDMGmalngwZDgeUdUNvucwHU8YDAY83N1xcrLgWjYcDmuaKsdyzhkMIqaDCVHko5TE9XoV4+3tHZvNnigMqZUkOaYEYUTbKu4f1ihV89mnTzBMg7pu/qw6/xfdpKLIZzqdMZ2MefvuhptVyXy24NnwgofVA66ysSyHzvFoa/h488Ddh3u+/upT2njBvwu+wDt8xM19dKKpKgPbeoKXOIztIYZQyMkpa3GKsCZ8h8QqbCqvN552UiMsC8/W3HYe/2r3D8S+x3www7Iz8rLENnp/QFYW2JZHqzqOdcHjPkEfHmgaydzfcmbWjMMpfhhQNgn/cPNPjCdjXGFxMp3w5PyMm6s7XMfGsgWu51CUNY1sWTgBr799y3e/fwVSYxgaQxiUdYXtWJydL4knIV7oUpcl7999pMwrhG0xXkzZrVYk2yNj2fHk5VOEK0iajE4YeEHMzZs3nF0+xZjN8POP0BQ8e/aEySjCD2xUo7Atg8lkSOT5WJbN6vER6KXHspPUTY3jujRZTRBEFHWDJWyUUrSyYV/lfP/qO148f85mt+f11UceH3asqw5Tm7R1i+M4mMIC08Q0TExhYtkWk8mYttO0KJaXJ1RtTpiNMWOfkxce9zdrnr94ShgFnE3mrK5v8O2AY3Kkck555/+CYX2gaVu6tsXrTE4HE0ZmRFb0zymdEYfRlE5BHA0oi4LdZsswizlZzrhvtqSrHbEVYZ8saNoGqRRVXZO3BaY36q0IwYBolvG31Xs800c1DbqDuSv5xcf/EUfYNLIF1e8tPN/hcFPw7Ncv8ac+Rd2PLJ0gZp3uSR9TprNpHyvy5gOeGzBbTLAxKbqUb2/WaAmff/EFaZozGgx5XO3Ik4y7u3vSr85xRhNWhz1SShzbAt1im4L5fMZ4EOMIk6LIf4Kx+gwHY9I0YRD5uFZMriRtXYJhQSfxhEDYDrsiIasrCqtG7o+EZYewTWzRx0VI1WBbgshyaOoU19acLma4gY1hSJQWqNZDd6of38mOs5MlTVNwPB4YDEK0VpiIn7iF+iesU0lZlpR2RZ5J5LGkKjqKvEB3JlEUkKYpOAH/z+YJ8vAKe/Ez9l7OdVrww/sax7mk20uEeYHMWz558QmuZbNZb9HjDjBZbQ40n8RYtsd9lRN4HrYQKENzM7vghFu8piLNC9aHA0VZEscRcRCRtw3HNAXbIPhpt3w87AjCENt3e+FFo/Bij1a1tG2N7diYBhyOB27qHS/GQ375N78gcKCuCzqtsB2f3W6L57g8f/qEaDRkn6Y0jWQ0nyESi3gw4ZCkOI5D1ymaqsYfDnBsh6xICP0Yxx6guhbLtBiGIe/bhsl4hDCH/SGgrNm3DcP4nFa2KOundAXVKxPLUiI8F0P3vjyl4cnlBUWeEvgenv/nKfvgL7xJObagrrIe6aMrTpfnNKVNYAu+/uYLsqziu+9e9Zw4J2B9aBkPfIQ/QdpDnoaaxe0r7l7fUxYNT0Yz4sijrnNO8jHC7jg7X/A7Gi7GBr8eVoBgv0uRQ4WhHd5/uKE7OrzlS0xh8eTZE2zHAq2omxrbtgnCgKLpETd1K1ntjtw+rMnTnMXJjNlkwmQy4WGzpsxTru7uCEOfKAoo9kdcYYHsUG2L/5MPp5EtVSU57vf8T//vf89qtWE2ndN0NdPpjIuzM67vbqBTeK7JYBgTjWMebm8ZDUcUyQ2mYzG7XOIMPJ5/6uJog9X2ESdwMApNWZX84Q9/ZBZFnJ+dsbEETZ1BXTCMzrk4XSDbkiC0sIRCdQplSLKipNO91L5qaqqmQnUK27YYj4bEw4xVeiBJU0RsMxwNKQ97iqrm+vae67sH0laRa43jOOw2B54/O8MNPHaHI74vGAQxVV1zfX3NYDjGtCwOyZa4iihlyeTihMrQGNrglBnpMcOzHQwM6DS0mrE/4igHzNIrpo+/JUsyVCs5X8z46/PPmdoRlaqpmj7OpQ0lhiXIig+UsiYVJdWq4VSc8KvA5o2+xlxJhv9bfIrWHMuS9W5PaLtIKWnGZ6wXnyEziREYjBcLrK4lVQ1j3VAVNXarEZjUWQFdC4Xi8fUd59+c4UUmqutQqupP3XvFzQ8f0BgIIVjv71FNyXw040+//RalBKP5HG2a+HFI27Wkx5IsyXny6Wfoy0uK7ZoiLRlEMX4U0pRlD4YVgvOLC1xLsNvt+MMf/8B4PGG/O3J7e0VZFqxXayzLQdgWaZKx2+xYzs/YpxmWZVIfJVXVUCYFN2/fEYUhozigSI88eXpB4HtYDdgmzOcj5tMhm90B1dT4joM9sJlNBzRVjSMslidLXv/4BtOwEFhUVc7F2ZLlyYw8T2lki6FMZKfI6ooUzfrDhj9995Ynz07AVJRlTuBb1JbFeQS/mDwwGZzxur3nhw9vcROPOPbxfR/HtpBtw/M059mTS1J9pK1rfM/nwTjyb7/7R4LBlOMxZToe0skWx3e5qW2ujhtmZcYhTUnbEsMEKSXtYY8dx2hh0plQdy3aMHBcF9v36LqeBGILi7ZqOB76A9Tp2RmO6+KFAfOJjxsF7MscUzjUbU0rJUIIjmmC6wY8e/4cqTRhHFLVLZnloY8QhRGuF6KVAmVwlyR0neT84oIs2yEMk3/+zR94/vQpz58+p64b6qZm/mROetzT/uSjGy2ndJ3EQFM2GartmM3HbHYpH+/uSJcTdFDx969/y85fsrg4QURjdNdhtiZ5mvxZdf4vuklVbYnv2YzHA/aHPcnmALZLUeY8rFZcXDzhk2eXzJ0F/8Az7lSMbCr++YOHnfrcdi4j/SXe819TVjVN3TAaDbAsk99pie5a5uUYy4/4mXlFXVcUeUPbalw3YL/N2B/2OPEYO3ZwrYAkS7g8P2G73ZBnKdIPOOYZruuSlxWv33/E8nwsx+bZ00tmyxlBHLLZrsiOB6JBTODanD/7jP1uT1OXJOkRz7H78DBabMfBsR2KYsPVxxukYTAaTJgt5hiGwjQNXNtiOIx4uL2haUOGoyGNatntDpRZzrMXz1icLcEG2xxQHWs2mzVlVZEWKZPJhOVsDnXHi6eXNE2B59r8/Gdf4HSKw2HN6vGWJ5en/YhBa0CjtARDEw1Cuk5hWSamYfRVSGuU7sBSPK5WvLm6Zf/zz0hIccxexfjm6oqq7egsmzAaMR7PkE2HF/t0hsHjfsdsPkLYNqqTfSFxLRzP4+RkQZqnKDRlVRPPp5gm1GVDHIcUaUFsBwjh8ni/7iPHrYYmmrKwbcIoYr/fcvP4gPej4OnFCZ2UbNMUx/PxhMHpbMQnT0YYpkGa19zfH0kOew57xXwywjqLMeuO5OqGMs3xBgHjqcnq/hHHtTFcCyFMbh/vuaqvGQ5HGI5FriTCtjBME+EItIYayeFYkuUFflcznAxYPp1jWQ536x1SaWQtyfMc0zB5+dWnFG2BmcOPf/oRGs10PsOLA7I0pahrosBDKsV4McEZhmjDQGuTttO97ygpMNqGBsm9lJRpTuA6KEMxiIegDXaHXrQxny2whcFhf2S6mCFGLpv1kbot0bpjOByxOeS9l+cnP0+SpPiOwXQ64fLJBTvLxMZiGo8JQpe6bjGBMi/RuqLp+kTr2XSMJQTb3YrV6pEirwlcm2EcY2Kw3+5wPBvbdIjiAZ0UJNuaj4cj+4ct+qcbapodaaTg/HRKXuUIYXJyMic/FGjZ4LpeT2GRiqHrURZF/+01LYc0IQ4Ccq3Ji5QvP39BmpX88PaK+WyEI2zGswXaULwvK7b7A/nuHttz8MKQfN8jq3w/opMthmUhXIdGKSwhEI6DNg2U1DRFhSENKgVoE9tyqeuKqiyZBiG2bfL++iNPLiY4wYC2baiygiQtqKqWvDhycdGRVwW745FoOOZYZaRpy+3tHbbr07UtURQxHo8oioyqrFBdb5vZ7zOa+gOvX79jcnHG8L/93zMamRwPa1rZgSXolO7flzDQqucxjkYnrDZ7fvP773C/nvNiuODhPuF/HXzJv7ETnj45QxkSKVtq/Z+BT8q2+hh107K4uDznd7s1pjBZnp3y8e//CUt4PH/6hDPDxnz9HznujqTpkSD0KNMFqTHnk8d/IAhDdrsDdV3y/OlTJtMRp8sh40kAbIkCG6E1pggIQ4ss66GRQeTzL//V3/D+fovR9nNmP3ARloGBycnJKWVd05Ulhu3yw6vvseM++2e5XOAHLq5tU2QpnZSEnodvW3z68jmbPMGxTZ49u+T05JQ8yRCOYDyZACZKmeTZOwxhs5jPsB2rZ20FASeTKV7gcixt5osFCpM0PVK3LXE0ZPu4x28bvv/he5azGYYp+PDmHYMw7qWsro3ruoyigHy/Y7O+x3FcmqYiOaxxtGY6HbCYT9BaUpS9elEIQV3X5HmPyPFsFzdwsR0b1/H6/J8sZb9b883XX2G6Id/FA0I14HQ6xNAmD5sDnzz5BO37fPzwkfF4QjwcUHQpje5ouo7ff/c9H70Qo+n4+S9/xmq9ozNrtNFHoidlgRu5bO4faYWBH8V0jUbKnLqVbHcJbduyWE6ZTZdc7SssV/D8xSUWz9C6I4oi9smxRx65HlUl2Wc5tmlxcXqCMBq8aUQ8CPntb1/hCEEUOihDMj1bkncF1tphu92x2R9Im4qLsymZUKRFhsgSZtMFlalo6wrh2QyGA368f0Q4gslsSouiVgVmI/GEz8c/vuOH3/yJcDDEsB3scUQUBninLl0r0bXEx+69O7WB40RkuyNO7GBoertC16FNg6QqODyUpP5n2NstoiwZxwNU0xF5AXHkoZSkafoRqOs5WJbNeDTm4uyc7fqeIkk5Pz/HFhau63O9ucPxbIqqpGkUabYny3KORoYoW0ZB2BtkJ2MC12KzfqQd9kZa07DppMlqfUTKjrKWxHHMyWzM3e0NbesxiCe4nsN5csJ6vcPzXeLBoE8Pth0MZeB6PnUl2a5SqmrIzXZLbHs8eTYhDjXxIML1BEVdY5gxWV5QUKMMk9PTE9KswRAOURTQ1jVadly8eMH5+SmdrGlV32jD0AND8fRiwavXb9jvjwziIYvZFN0JdNXR1C1NVuC0LXPXxTYEk9GIWhtgmri+hzb0TwgpEwvQpgFaIwwTrXulTb8LrKjrBsMUfRBjscWoMlyznzQopXncJJRV7x87OV2S5iWW63J7/0hYtFwXipynpFnJ2PKoqwrLNNGq9/a9evUjTVOzetgipYXthHSq4pik+GnK6x/7ZPDhYEjgR+z3B1xngh94RH7AD++vePfjI6pzWO1L8jdXtE6E2CWMwoSfd2ueqwLfc5CyQVrqz6rzf9FN6u7hEVfYTCcKqRWj4YhoeonabTg/f0pbSdpW8ePbV+w2B0zDxPMcgiDkWEvsUDCf9Uyu0Ld5/uwpq4cHbj/8SGRf8MUnP+OQbMnSktl0itIaw+hvBForhqMAKRWOJ5B1h7Y01U+pu3lZMhqFzBcjBk3NsagYzCdYQYRr2DzePRCbAV0nsYVF19RkacZ0MWF4OmX37ohpwNnpGdPpjO1mQzwZ4ocem9WW7e5Ih2I8HSFVg2MJDskRSxi8v3rPaDwm8kOEMrA8h9DzSQ8ZVdkQBwOmkxkP3z/w2HYMx1Om8zkvXjzDME12mzX2T3lB24dHLhZjTqenHOKI5WiJZymmoyEP93eEvo/rOVR1g2UKDMOi6xSmofuPEEUnJY3RYAqB77m0dY1nCk5nJ3zwA+bhnLauMQ1wPA9hWSRZPzO3HUEwDEk3GVnVBxzevHmPi+ZyMedpmiE7yWGfYvsuu92eTZLhFj7j2QhZ1VQURNGQ5WLJYZswOV+yuVsjpaKtGwZRyKejS2LXxlANwygEIMDnkORcXl5yc7vi+sMNsefSdQYaqIoc07Q5WQxpZa9qi0KPwKsZjwP8KCaaD7FvH5COxZPPn/Ax71ilAZPzE/KsInYC4kEPiT0mCZZnMV3MaDqJFwckh5JgFGC6DlQNAo/N9Q5tCPR6y9d/83OCWcSHV2959cMPhMLrYzjaDi8MWSzn+HFEU7VIrWi6Fg1orSjLmqqq2R0SLocuo+GE1e01As1sHKF1//+MJSirCikzbMfEtjXT2YjNesXhuGM+m5HmOfPpiJPlCW/fXbHZbnDcgOGgY0gEtc/EGxD5DoHvMB0NsD2bt13HMUvRlYltCbquQ6Op25IOxXAccHl5hmFCKyvieMT5+ZLZdMYgjGibmjQ5EsculmVS1S1aCTb7I/tqyObhkaVKMRyB55gMRyMM0bLdbNg3DVU9ZVMcqLKO8XTJZDaiympePn/GbrcjT32EYZAe+5GYbZkIy8aybDarNcf9ka+/eMlvfvcdwgDbcbAMG7sR/fcsbELLR9cdRVoQBSG2MDFsszd8uzYKjWX1bE7V9ZMQIXpDsNbgOSGGELStRGnNzfUtbZvyfD7ht7//jvEoIi8qsrIgzUoeVnuCYQ/VtlyH9SGnEiFJZWAObLygp6S3rcQLAwbDmPVqAxhEwYC1cWQ0jlmczAg9i9pQ3BY5hZVzfn5GmuZ0qkdEHQ8pWpu8e/vIv/2f/p77hyPS8KmlwHIiPlw9cNFqPM9jPJpgCwvP80mzBtMw/6w6/xfdpJ5cPkdLyWa9oagrDsWA2thwKiWh51BLze3VLT+++pHxaIZpaR4f75lNR1xMTqjcOaftBsPUNE3Fk4s583FAlW2wdItpKFzHoWkbfM/Ddi1CL+Dx4RHPiyjLHMcPCCMPjoo0TzGUzSCOSdOCrUwxGp80r8lrSe2fkjUVySahyuHFdII2FGVVkKiY2bPn3CjN/VGR+adIQ7IyIzaJyZ0eMHInFIecfaJpGVCNPVIrJckSQiPCWy6xZlM0Cm88IUsysjbDMODq1Zqm7RBmiLQcTMaIxWcsYs10PMQLAjabDddXH4n9gBdPL0kOOyxXEHke5ycL9osFn12YWLTsd1tQJpZwUcpktz8QxDGdrBjEfn+rdPomleclSvX7pTiK+Oyzl6RJzc37j9Qvv8IdeWx3O7pOU7cN3/34LY4TEA2G7Hc7OhM6oVCYtEqTlR0XnzxnfjLn/dUtaMV0McH0HBZnJ+zLD4TBmLrtOGY5YadxHB+ijuk8xvcsIl9QZyWVCZtjRtrtGJ7PcGxF4JvYdh9foDCwhCBwfeazOaPRhOP+yCDyKdIGQ7S4tovqWnTXMIxnWJbBy+cT7tcpG9Pi5fgzrm/vef36FdfSwH/2r3n65accVzvyQ4rUHVgmZVbixyFYAt9zKJIcxzEJZyOkqRm6M27e32K3IJsWzw5INkdMTKzWxG7NPs9L2ORtS+R5mLaN6jq2+z1hFNJ2GldYhFGI13VshcVoMmQ5jijznK5TKFNh2iZCO2QqRyt6M+pujUYSxQ6jwQDHM7FMgRYKP3RxXZ/Ndo8X9ET4JM0RtsliNGO9vaYoErrG5GLxCZdPLzgkRzqlOCYpurEIfJemqSmbgtl0xHw5JwgCyiJDCBPftTF1yyD0cEYBXadYpQlhFPXpwZWkbCVto5EYGJaJ43moyiQragZhTFm2DMc2ruthShPb9kiTEtkapDc3zMZTVN3QNRXDQcRxu+P92zecLk/59NNP2G7XBJ6D51i4ts14NKSqaixDc0gqqiLnzdsPvFMzhLCxDEFbVuy2W6IootYaxzJ6D6dqMUwTx3XopER3Ctm0+K6P6ixk0SFsi6LMqdsG13Ghbbhb/IJdW3IbeKA7puaYXXvEdAzUBOSgIx+PuW6nyFrybvEvkYCeRNDWlFWFVpoo9FCqw/MiTk9OkU1DUeR4noNhKkzdsphNOVQFrfDZB2cIe8ZD84gvfGwr4OMP10xmDu+vjryuZmT+CM8LaLyWNhgzcxRL94QbBNv1HtuQuK6Nb7uUXfVn1fm/6Ca1WR/Yb3dYwqKRkqpsWMkd8uPvUa3mb//qb2kqyWG7oywqiqLlyZMLJtMhiWv2htMy6xEtoU9ZHTBMzXw+5MmzS+I4pG4rBoO4j17XiiQ74roOoCmKgizLwQkZDCPi2idLMz5c3eE6Hv9DtuAUi8CZkegchIU9cNild0gGXHU+bdvg+SdY0RlrAM8kHAzIyLh6eM/I7BU4/snnHB2HXb6lCALysmIwGzAxDLyywLbdvqGi0Rj8abVC1jAanuEHPs3hiOwM6lZRmgWGM0X84q8IjVvE8T3rh0fKtmU+X2ApjWvZzMZjqDLaqiDZ7WkGFffXN4yHEVXRB8nd3D9i2b16sZQG+8OW5WTAbDIk8AJMLGzLwTB62XGnOobDmDi2uV4deKMVu+0OraGVNS8+ecb7Dx9ZPWx7YGvg02hFrVuOWYpUCtOwqBuFROB7FpM4YjSKUKYmb1ouT5e8/XCH8B3cqCect3XDw80dnu1TpSWruzV1UdLMfZQVYNlwcXmCb0F63JMcM7wgxrFcdNcxHQ8wtIlrGeyPOZZwaGWvwPN9H8vuVWh9ZlhN19WMAjCEzTFriEKP716tsJ48I6trDkWK6VkcmxS7MwlGIWYg0ECjW8xS8njzQFvXPPnmKeYgwLY8kv2RY9VimNA1Lfu7DZu7FXUpe29gkmN5Lq7jcdwfcI2WxWCOYQps26YuC4TrUdY1wrWxLEHk+T2U1TSYzsYk6YH7hw3/2znXEaBNC8cLcO3+JmRavXWjqnpfW523HFaPfLi6RSNIywxt29zertiZB4RrMZwMEapjMh3Thwjr3rvkuggLFos5w1FMVWcYhsa1TVrZ8/mGcUwcxdgGKAmdbGgaSVWXKO3ieh5l3XJMc6Qy8MIQdQAv8BCdy+PuQBR63N1vMcwJXWtS5S2dAGG6VLLGMEw8z+Z0/oS6rIn9AT/7+lPapqUpa4TuaKuSs+UFpqGwbIFWmq7TnJ+N+eLzKe8+3tN0p/zuwUA1Rn9bsWw8v99Da9OgSnNMQzMYxTQY1K3svYGtRMmuN9MBsmv71YHZJ1kbhiB+9/e0tkOVlyjXJY488huXSRBg0muCPMdjZu5h+yN5ljFsOrqfxohtsiEpMlrZ4HsLNus1yb6nz3uWxcXJgtPlnB9+eMVkEPD0Ykl82HCsbniIT8hkzIMsON4kaMPmbm2yf3eN64eU4QVi6NAaBp3Xcj4dc5m9R1guGoPDvg+jVbJmOAzoaYD//39/0U1qv834/tsrtAFRKIie/YomGLGol6hG8bB+pKslJ2cLsmNG23WcnS0xzA7ZNZRVTteWvHhxwcuXz8nTjOPhwPnFEi9wkKplPBnRth3r9Yqzs3ParmM2n1EWDbJT1HWLHUYsoylfDj/j97/7nuvrR1zLQQ3O+Wv9yEQ4JHaJcC1G4zFV6HE8NDzefddzvRyfw2HPcDHGm0QcqzvefHyLXK94PnqJHwasVlvub++x85qgk5zP5jyNnrHdbjCEoGs0xS4l2R94+ennJPaBcOBxf/sjSnXEWMi2o6xbJvMpPhnf36e8LnaM0ndcXr5g4gfsN2vurm6o84x5HPDVk6ecL+aYpsU/JwmP3QN54lPVDZ0BCguFheOEtBLW2yPmT6y45dxCGII8KzBNkzIvyYoK2wtwA5d44NE0Ddt8jSsE+92WC++My4szxqMR+92RVnforkO3ElP20Qqu59NKRVMrYj9kGI+wTMV8PiEtCqbDIeN4wj/97o+MZifUsqVWmrqsaYRmv97StC2GKcjKHHMYkpUVV1e3nC7HmDikhwNl3hHGY7Rh0BkQBC50iqbKqErJYZczP1lg2b20v5MdaVqgjb7wRmGEG2iK8pGiTAjiiERCckxIqxTTFJiRS1XW1FWKH4QI0d+oHj7cs7leEUUhner48O4VeSGRjSQ+H1OXNQ/v7gnbFsd1kXWHtDWGZWMYJkpAqyTTUU/1tz0bJTuqrCJwfNRPRBbZtRR5gfIipFIgJbbtUbcdkR9g2xaGEHz73Wuq7IjxySXLaYRB0KOfYr/3+WQpVd0ymc3Iy4a5G3L7sGV5ccad4YJjozu4PL/ouYtNA4bGDwImYkxXp5R1zsBwsR0DrTo6JVk9PlCVBU3d4Ho2lycLmrTAsXyGoyGr1YYyLwnDiDgesN4n1FJTVBKNgeo0stMkWcH13YauzOjq5zi2YH9oSL2c0XDKeGz2zagusacj4mhCW9YErofwfTIzRZiaJxen2LbVC4TMPrDW831CPyI5prim5OxkxAk2b7Z9wB+miWu5hJ6DpTQiHtA0DUajUXWFaQuUI3raOQamNmg6ieWInxqhCcJiMBigZAtdzV6mdOWBYbDkLI7RXc18Nufh4YFAKYbaYpek6DRHdAq0RJtg647O7IkbZ8s5o0HMIA6xNHx4+yOL+RAv8FFdzngUsJiNmYxC0t/9lmeTlPPgkjt/zfXmlrTSyOsPHG8f8CZjRo6PZVtYQJGmPLOf4homj3nBTifcJGvOTge4tkK2BePx9M+q83/RTeqff/stGpftfs/l+ZSJbbPbPvKJazOcj1k/rLi9v2UYDphMZ7iO2yfBHnbsCFDjCZ7vYRgdTVPg+zZK+iRdizI6DAFK9WRnIVzWmx1xEKKU7E84hujp14ZBlmb88eYHiqpDaUHdKvwwIghKHAtkW6O6hsIWGKbFZrPGECae75PmKVmecRKckmQZ1zc3KKn48mffMByPSNKS//QP/8h+veNkccLiZM5sMeXm7iNtLYnCIUiFbBpk1dBUJZZnszhfogSgNbfX9wznQ0gzcllw++GOffQpF/MhE2uGMG2uPnwgT1P2yQFLDPFlzZNf/hzXs1kfjlRmzTY/YorelyJMQVn3hk3D7PcBo2hKGPnIpo+IF2Z/2rQdh7pOUUqz2e8YKHBcQewHdBuNbFtaKdFKsZxPCSIfjWQ0mfCwWqO0jX/Mud9syVSDZfvktcRMayK/xDY7PD/Acl2ECUvH42fffE1ZtxRJy59ef89sNmU8njA9ucAWgq4qaNohD2nFpkhom5bN7oCtYej6xL5L5DqUTdMTMxQ0tULYHoa2MLDxvRDZSYq8xDDAlroP3pSQ7wuCOCTwAoaDiFrfk+4OVOMZrZJYLqRFwunFGa7rgVakSUbelDjjgF9+9i+4ubvn3f19L2lvWybTKaYQmMIinATIpESWJUobGI4BSvTBnosRs+mc5bMTdrsdTdWAksRBDChMy0J2HUprHNelKEqUUkzHQ9Ca+9tb6koyn82YTCZ4/pbH+xWr9ZGiqAljH1N3mKaganrV6Pv314wnC4JoiDZMHnYH7u4feZj5BEXCs0HEN19+zW51hyk008mErurY7jYMfBMMhdYSKWs61WJ2Atd2GA/G1HVJ2zRUVQUGmKI3i9u2TZ4XHA575icLBoOIspKUZUqRF9S7hDI7gOXiBRF5UfLtt+84P1kg7YC2lWzTDVEUoJXi2dMLLi7OuPpwRZmXyE4SBQGjYYwwTTqtOOz3RIMQgclmt0M2kiov+fjuI8uTU6qy4fnFV2R3N/hqj21ZqKbBaTtcYWECjuVQtg26rvFFgDBtMt1Sdx2tlP3I1HOp8wr1E2ZrMh5gm7rHKFkGwnTwXZum6ffBQRAShTF1XbJabehUvzttZYtt29i+w2N8ycoc4bsOx198RaIVm82GyXTM0XzKtWEy9gY4v/yKo2FwW7ukaUI+/9fc+TPMxOZfxQYGa9qmRGqBcCOUsMCykbLtx9WDmLSseP3hCnN6zs7KeNynDAY2J/M+PaJu6j+rzv9FN6nNdsdwfIYfxHjBgK4zWUymDOodNprPXj5jNhkhW4ln98j/Lq3wXRu763cNoefhOCZdW9BpgA7bMfF9j9XjI14Q4do+tmXzpz99y+nJCScnC7RWdB1orRkMYshMjkXN/fWKOit4+eIl4/GY8aBBlym+55CXBbbjcHd3z+3NDfP5EgzV06/jEDfwWL27ZrvdcXJ6TqskSV7w7fevmIyn6E5z+eKCZ8+ekecFYRBheoKukX2OUVWhgpD1do3wBU7wgi++/oI862M8DMCOPPb7A77n8eTJBYHZcfv9Ld+nr/CCgOl8hh8ELKcjYjpqpUj2O7KypvZaVtsdk/GYJEkwhYPj+uwfbmmaliAIiaOQZJ8yCuaY2iRLc7TSZGnB9nBgMpvx+OEjZV3jBDGhHXDhnWBrsB1Bv0vtw+pME1TXMJ+P+VGd8DsvJnrqcHhcs+0UcRhgCZM/SY8ocJm2Ma7l0lQ1VS1JjBlGaNF6HQf9GaXvsfEDtIbGcvml8Ucc02IgLMzyEakNjmlJV1WkImW723N6eoppmrz4ZIHv1tzcPJCmFZ3s8HyX/W5HURTYrovUmmORUe7rPjdKK+y84Oz0hM2uQKEZTse08RCRCYTZg0TLqkDSYQB+7OOUHuPFmMV0juFaHA4ZjtZow8C0THabDbLTnH1+gWfY3F894jkBbV6DWWCLEOVqVsmG8rphGMZATz6xHQfZtSjZYZjg2S6B67F/7OXwKMF6s6KuJXFoY9kux2PGMSmYTk4ZRiHr9Ybl6Yz5bEZe5VRVjuxM6gYeVzu61YFVkpFWCjeI8YMQve9YTs857I5cvb9iPAm5e3gkmUxZrXcMny+I44C6rGllg20LwjAiTwoeH1Z4voPnmeRVSRRFaKURSoPRZ2sFgctwFOKFPg+rDbbj4yQG89MTmruUwDD7MX1ZY5gWju8zmp0QtyGONLDpwITsmLC2e2OqFwR0so+9R3YEYUDTNrSyYb0rSY8JhmEQD4doTM4unnC6PEHeb/jw4YqB5yPLCuH7RL7P6XRCU9as1o8YhknXNRhSYiuNLEqaquzndUZ/qLO1iS4lZVOCAWWWMDmdE4cu54s5dCZJnqC6jroqub69wTZNZNeRJxm208eqoDWe64IQ7MJzhm//gWVk8lluMo587po7jLUgDEMGkY9vF1ycnZLnGdvtjqxIefH8BfvkI//uweLDcoTSgrxq8P0AxyvRSqOU6ieVP4ly2qJCGTay1XhhTL2BoqjRCsKf3uGf8/uLblLO5IRUCezI5/urDdn2B1588w1+aNG0NUrahIFL2wpQmqrqX3YQ+ETaJwo9YschDizC0CYMQkzTopOa9WZL3bS4LuRNCYZJEMS0rUKYFpqOsqj5+PED3mhGVUdkect2feDy7IzpZMprpfB8l83+gbZtcT2XssiRnWQ6GWPZAqUVSkumsyW3D3fcXN/ihRFFXeOYBl0lWS6XWJh4tvVT061pmwbXcqiyGsd2SJMDpmkymk64/OQSO7ZZnM744++/JQwGOJ7L3f0DphBMJpP+dF0UFEXGYbXFsmxs06KVHVEc4rouh8OOq90GW0lcP6RuGvwwZDgcUbcKpQzA5I9/+A7H9vnFL35OnuaMIvFTzHSLVhrP89GqZjga9VQHrdkfDgwsG8uHwHf48OM7tps9cRSAARgGnZTc3t5y8eScTLgst7/jwig5yUo2qwOuJRgNI0LXYTmJWTQRi5M5hgm3uwdev71idnKKE3hcpTcERNhGyP39A7ezX5FqjWEYKKXJ8hzZWBSAI0xMBxYnJ2RVAUpRpnvqpsFzwBn5pMeUwBcYhqSqMoLIQ0mJVgZN27FLMpI0w8Dk+vqRLK8xtSCtaw76SN3VeMGA6WRENIrptKYocxrZMJ4O+0yzLKHtJEHg4zgWoREiLJOf//wbsiynKDP2Vcr46YJ6XyByODlf0FiaRjaUx5IizRDaBAzQBlmWUasW23Mo8gJOoa1bBtGQyA/Z7w7ozmQ6mdO0knfvPuI4DllSUhwPDJwp45nDuw837HZ7lmcn3N1vefPmlv2hIYgEwjUxTBOpJB0mwrR4/uwF/9W//ls+vHvL7eOWjw+PmK5HGUpM20cYgqZqeon6eIxl94b4XPem8njgISywLQPPs0mPGcJyMcz+u/Y8G8fuDd2Pj3fc3u2R6jMs2yIYRLSdxrMtQnfM0/MlnitwPQ/HsLk4O0V3EgOom5rjfk/TNP2uzDSJ4rBXHuoOy7Ex6578PxyPmM5mSCkZDsYcjinj5ZxdUqHVkaZpmEYDhGlSVQW7zQbbcmjaDtcVBEGE5fqURUWlGhol8VyPDpBtiytcbCHwHRfDNglcl7at6WRLEDmYFkS+TxxF/bi1KrG8iJPhkjIe9gdEU2HXAo0i8gcYGuxyz6dPn/H5bEDXljyma8IwxK8knq5Y+GOGqqA43HMeenRezNzVrNf37O9M/nl9z3i3IslLyrrFcyyk1lgGaNPEQDOMh6xuV5RJQZ50uBcVRVmhVMh4NMESJq2Wf1ad/4tuUh8Wf43jD/A8nyzPEIbAenyLPDWZzscEsc9qtcYWFlXbsd5sGY9GuK7DQMTsPAffMQgjB0tomqbED3yEbeK4NmE4R2NhYLHdbBkOh/28X5tYjkmebRgOR9zf3nEsQvztkX/x139LkR3Z7DbUbo1ColSH6znsdnum8ynTyYiLs1NkZ3BIUxaLBY7nkDyuGI0nBFFMozRROGJ/2LPdrJBNhRAGV+8/0qkOPwjx/BDdwt3dLU+fPaUqatqmxrNNzp+ec3V9w2azpokl+92eq6trXn7yCd+/+oHkeGD5ecDN9TWuIZhNJhiuQ1PX3GcJ169/xBeCMPJxzY7msEdOn3FxfvHTLsEnDAfc3tyjWrBch1c/vKLJD/yb//KXCAM8z6NTGtm0aBSWZVNJiWF7YHQEoYcQJrItODmfMZ6OuL16YJcUdErRNIqybEgOR+ypyTdffMI5Cdc3D3R5QpZmCOVRpiWZoRBtzXa1ZhDHDEYDBo6HrRUyy4lsCwtNddiR7zfIqKRVFY2pMUyf2XjGaDigqQpU05tetYBROATZcHt3jWP/f9v701jbzvSuF/2Nvh9jdmvOtdZu127s7a4q1cdV4YRzUpciBIVOXBEVKDQCBSoiARQIoMAHFBKJT4BQEEiEKxGoQ3Ro6yRwi6qkSCVuyna5b3e/VzvXbEffv/fD2PHBl3COb+OyncyftCR7jlf2GI/mfJ/xvu/z/P8Kmm7S7/fRVJBlCd93UFXBeGvAa29ex/Z7GIZCXICudw3JSZTw7NMvs1hn6FcfwnswQI8sXM/D0HpYtsnp6QxVaEiqRJJkGIbOcrVitQgRDciyiu3aFHnOiThBkzU83eXuvbcYbxkkUYIuBGEUYvYdtrcnDEcDojAiihNMXUdKWrKqQrW7BFUlOUmcsFqs8T2TxXRBXpb4gU9VN8xO51iWRSNk0qzA8xweufYw2yOXN66/yaurBf+3L3yeJCrZP1pQlOD1RgSBi+v2CG/eoWpb0izF2fIZj8ccHh6xiFMMz6GqGqq6e+mzbZte4GDbJkHgkRcpTQ26oSJJLZ5rs7U1wNBk2qZF1VQkSaWqauIoAyDPcxoZzp85g2kEPHEL7ty7y55eomud5btjG7iuhywqZCHRVhVCdPJMuq53tuZ0L7W2qSPJcuf4W1XEWUJ/MMT1HOIkIS9y6rYijhM8r9eJDicRb7z5Op5/hZPjQ+bTOZ7rdP5KUkOUhrSaRpjl1EmCoulUdUMt0QlcN91qRNYUaME0TAzDYB1FtFVDluQEgYvnOMRJTBqHZGmCYRpoikwWR5iKSq/noygyAglkjTzPKYsCHCjKkuV8yb27Bxhmd/ygyzqWqhKtFtiajGhrijzvNAZbuPHWTZ584hlm7gNM84yD6S00Q8cwLRQZPMtBRqZsa/I0ZX2yYHUaoqChBybrMKRtBHt7ezRNSxR3km3vhg91kvr97glJfAtXDTACA12SSMOUIpbZunyBebLE1HUcxyNOS2Yzg+VyxfZkC0M3sCydtmyxDAPdMBCthCLLrFfrTqXZC8iymiqHk+MpSZIxHAxI0hCz1bqkJWRKxcRXepzdPUd/MuCFF58h8GzSIOJkNsX3TObzJVEU4fd8bMeibiriMEcSnb7dnXt3aDUVRVVxewFhnPPKC8/T1hVtW5FlKZIi4/X7+EHQuQgrOuv5kgfOXKNIC15+4UXOn9mh5zqIqiJPM2zHYz5fcHJ0jNwqFHmFqeoYgzFZmhFHMRQFeVUhC2jLhlGvR1LJqAhW8wWynOO5Hr7v4boR09kJ/cEIXddwHQ/f8bANi7JK+dRjj/LIAw/SNg1S09KWJWEcU7Uymu3x7HMvslgsuHzpHL7n0mY10OD7Nq2nEiY5N97aZ7kK0TUN37Fpmq4JNUmWrKoTPvLQRX735z5KvIqo76vCz05mFGlGHMYkaYrXCxCNIJytGW1vgd2gmiaObdO2LWtZJotTSqmi1hUkpUVUNZZhULUNdVnyxquvMe73uHLxHIZpYDsGlmlj2RZJlqApKpajoxk9yiqn13cYjQcUoqG9d8S8aUASBP0+pm0zkCxKWWM43sUobpKEBYsiIQnXrJYr+sMhtusyP5rj+S49p8/4fLe1XLeQpAlaL+gqylpBuEpxrQF5XHE6CxFpQX/og65xVJ4Qhitsx0E3dOplhRDdGYXUSviOh+T6FIaB6fhMj44ps5xg0EPVLZbRAlnV0Uy7K0bZnbA8uMvR8YL5dM7RIkHTLBrJI4wFtWxRyS0H0xUnsxW2ZWFpbvdyJWS+53s+y9mzY37pf99HVlU0wyRJM9K8oAFkGfIiwzAUyqpEtII0zYnjhHNnzrE9PoNlq/ct4jvJsdu3rlOXsA5D8rxEVmS8foCm16zDFbpxFstzabMppu6QJDF5uIam5uLZbTRJAgFFVqE4CqqiYZsWaZJh6CqaIqOoCooMtdSiaQplmaGbJlLWYpg6Qggsx2a1XnH79gECGcU2GQwGZIFHKklUeUnPdbEMg2XYJSkhQVXV5GUNikItt5RNg6RK3fdzvSZXDPqej2mZNLZJkVfIqoaEQlpkpGlK09SUWYZl6Vy5fInj4xPiaIUQDeE6QtNMBr2A2VJQliWO43Duwh6G2hDFKba7xdZ4myqJKIuMSxcuIEktW6MhjfA5ODzC9QJ0Q2dre0I8vMCNN9+AFhRJpm5bJCGoiwxNNdFVjaSsWZ0uyaIS21IwVA1ZVuj5Poau0zQNrqbjuO67muc/1EnqrddfJQiGDAcDXNcgcE2+vX8dodMti6sKy+xkc4rlil7gs1qHTE9n1H2DVZWyyEIm4xGiTYmTjL7fo8oFrq9SFSV11aJpFlVds7MzQVUU6qqi1WQ8z0OVNMJGwqkd3Njmyee+haBhMPA5VuXOyVSTkeQW3ZSQZYGpK6zjAkmSKLKCmpq9vT2WRULawv7BETdffg3DUhFSi+nbbO3tEfT6qKpOlmacHpwyP55x8dJlTqdTXn72Jbb8gN3RFm1dkEU5i3mEpuks5guOj6a0bafonZcpQpIpk4TJ7jZafUzbtCTLJWWSE0+X2IFDHoY8+tinOHeuj+v6fL0yibOE6XzOZHKW6fEpt28ckcUVgWORrVf0dIcmLDu31lFAUbWousn1W/fwB4LD0zlbPZ/HHrqG7tqQCXo9l6quODrcp0HgDfss44J1nFLkNbIsUbo1kpBQWoGhwO6Wz1ptWS7W2K5LzztDnpYcHx4z3p7g+S7H0xk3rt8myWLG22P2zp8jTBPSLEMS0FYVNeAFDmf7O2RZTM/zkRybeL3kwu4ug56L51rYnouqKSRxTLLIuXHrFrZtodkXaJpOcdvSDdomx3VNJkOPUX/IIkyw7AGXrl5GtBIra8D16TF7voesacxOSxbHC8qipH+hhx/4+IaD67iYmkFTVvSGffKqJIxiTmYzsrokjBLSuCBdpbRFi4mKbOs0jYRuGsxXCwbjMaqkMr07xVAMHEunSHIMVUM1VXRUnCbn3u6niZQ5igx+P8DxHfIs66rNFAVJUcnylNhfs9QM8rygdhocx2L/IGAmHmRx7gyqZiAhaMpO4Vw3TcQIBqMdPv7Aee7tn/DyG68hlO5szZJVfM/jUu8CfqCjKQ1RmOH7fbKi5OhgimPabA0n1HXL0cEM17d5/fWbVGXDcrFGQsEPfDRNx3EtPNfB7Xmops34ZEganqBWnVFo29TcuXULTYWPPvIAWV2SJRlZm1OVFavFktFoQNvUbI2H3SpCkqjbBmhRdZVWtGRZim1ayKqCoqgUZUUrWiaTMTdu3qM/HnOsGZy7cJaTuwHZOqasC+qwwJA1GmRauobeKImpmpZGlSnykoIKVZKQWxkhQ16V1G2NYRrougyK4PD4GEvT6Pke4/GY9WpJXaTIUsuFczvcvVN1JfyqSl7kHF4/pShKTNsnS3MODg7J9RZZaamaiu2tHluTPjtbA9qqJoxXJGmEE3j0tnoYhoHXc7jWXCYSfTzrUZp+xWw6I88KJFVhvQrxfBnHMBGNgmN66EqJoulIsoRn24x7Y1575U0cpeaxRy9TZ78DzqSaWrCzs0Oaxmi6oPE14iLHd10OFqdkWYxhWPhtZ2Z4HM1wHQfH2+JG1AIK4TrjzTfe4uz5MZpi8uZrt8mLkgevXSXK5oyGO6yXK8L1iksXL6CqCpqu4lgmopWQhIxvuUixzMlyTl6knD23jap3DsFJmtBkFZIC460Bvm91cidtg2O73Lq9z2hngKQq1IVEK0rWR0f0Rw66ZzA6t4Pr+rS1IIsLjo9PWJ6ekifdOdmtGzdYnizo2TZy0xCnK6aLNW2c0e8FxHFMf9inPxwhSwp5mRCGKy7sXWQ9fIB4eoIpznPvjZucHs9QhcRod4Rne6yPp50oq6RyMlsiDU0WqcwyU3jl5inPPfsiB7dmqK3KwekNepbC63dn3Dyas7UzoZhH3Q+trpiuM4xyBe6YWZYyC0u2ggFCkpEUFUVq6fV6SGrN4em6a9otSiogOprS9kIuThx83acuCk4OTlBlBUPXSaKEoqoY+EOGox5Nm4Nsc/nKedI0J0pCbEsnSUIkSe5eFDSTwdaYZZgjA21ZURcli9NTXMtg1OvhOyaGLqNIYGkaVdtVs0myYDKZIMsyVdViWCa6alDXoMgadVbgmCqGYSNrCjduHqBpkOUlFAWSqMmamO96/NNczi5iJDCfndI3AlSh0jYlFA2L1RxN6UqTm7ZB1y1m5/5nFllBNawwDBO1rqiKGlVIXX+WDDNTJ88LjjWF9WmI/YiG7NmUjoUuYH85RwBZlCJlMpbaYDkWqmngtjFXj16grWuyNMfv+bSqxlPPPoMtJAQScl2x0wuwTI1eNMKoG7wkpWm7zXFFUsmSFF3TkCrB//3h38/DY5P/8soRtegm6OVyxSc+8jGOL11CWU15/tsvo8gNVy5eYHq84PatW9iWg2HZvP7mdRRFxbIs7tyb8uabt3EcF0PTMQwD27YxNBVVU/ACjzBas4oi0tTk4OCAXTnt+pVMC8N2UA2T6ckRTn8LSZJZLNas1ku2BgNcy6bXd5AlgSQEkiwhS53CjGlYZHlGXpV4jouha9R1g6Z1xQlbwyGSbLB/OiWuEtS2Jk4TyqpEoTMNlBUFXUiskoSyAYSCaFpkJPpBnyzNaOuatmmppYaiLhFCRm5k5FailcG+/1t3HRfHsuj5DqoMshCItsGxu212IUzqJmG1XtIKmUbI1FVJvz/AlVJ8z0PTFKI4Ymuwg2IoKJrAlg1KkZHOEwzLxLJMlss1Eg2+45DT0NvdxRASB4dHWK6LqKpOM7MsSNOMWjSMxxN022CRyYRZwavXX+fsyMXeCoiimvV68a7m+Q91ktrePUMUxciqQn80YjqbswxTer7NnTv7fNdHHsHxfdq24fadeywWp1x7eAvX87CaijTLUTWD3d0zbA0HnBwtuXvnhKDnkSQZooUkSpkvlgwHQxzXRpEFsqx09tetoG4FVV6xjmKi/UMoErauXsB3TW5YFrqiogOyImPpBtBSFDWGYXJ0NKOuWyRV4YWXXmK0d4aGGntgsn1+D3vgISsKy5M10SKmqVt0VWPQHxHJa9brkDIpCEyLaLFC9SwqSaJEQVMUVKllNBkznGyTZRknJ1PWhzMs2yQrC5arFTfeeJ1xeI84jhgO+iiaymB7RHQaIYTg5u19rt+7iSIrHJ07y//aDrHcs8z3F8TOpxDX6Ky8FYk0cJmqMnVT4dU+SZggawqyKmMMbVbriMq5gKhKrt+0CJaCh841lGWB5TjsH97maBqRlQ2aoSOrOot1zNbWgKKB23fuYDsJexfPUNcVVVPRAmVRoioqstSiKHTaaq7LeBzw6GMP8OJLryNklTQrmS0XRGGMOlYxVZ22SWnrlqPjGccnR9RNiWtJnN8ZsTMcsb09oihrsjxFUVXWYYRpe5w5d4aj4xnPPPcq5y+cR5UkyiKj1wvwPYMqz9EkBcfQSLOYJI1AklnHK4qgzypecvOJ51EKwevPvcxsueLO9bv0x4NO/NU1WEchgekyBNqmwe07VIbJ/6Lts85CVKmzOlmsZyRFgq6pVEXF9taE1WKBLFoc0+bKhR08RyLNlpStzFzEvPbWTa7f2CdexTSKys72iP7Zsxyf/276yhFVkZGHIdFyTtY0WIZFXdfYrguiRdckdE0lShOqqgHR4tpmJ4wqBIFnkkcp4/6YT33yUQ4PT/jl//2XyaKM8XibT33uU1iGzrMHB2TPfJMzWyYPP3gFXbW5e+suiiTzwANXSfKE09mKfj9AUXWyNMQ2ffxen57v0Q88rl9/k50z22gynYBsWaCpGooks701Rsxuc+vWHQbDYed6XZcsTk9QzICj7c/x1p1jkmSNH/SJ85yLwRmEVCPJ3XcpyRN0VUOWZSRJwtJNVEVDNJ3BYpoVtHVNWVUEvsvByTHreEW7WhJHMa5lU1QVsiQjCQFl2fnPaZ11j9Q2FE1NkWTUZY5Et3ptpBbdM6maEkURqPJ9ny8NXNtGFi2aIhEEPnWe4To266gTG8jzCkUB3+8x6CdUVY2u66x0ld3tIVatIdoKMKjKkiSNaYXNzu6AKO56xk5OZ0iVoBUB4/EIS7f4jbdmZOsFQ7Vh7+w50jCmlSQ81yUra6qyxPEcKmQcx0ZWFCgTEnvEa+PPEG4PuaVJPB2qKFLzrub5D3WS0nWP5WrJ9mTM3XunfPM3foN4GXJxNCaazQg+7RGnBfuHB9y9u8940vUXlWXD4eEJdRAgKSpVJVEWGnfvzXC9IVeu7HVnC0XFap2wmC2xHYc0ybEsDdexqMoGTdG6JtDpkjAy6TUtw16f+WyOKvcwejqGZuAbBut1iKKYIKloDUiKwv7hEeOdHaq6pqhLDFvn8M4R5/b2kHWJeB6juwZlVlJmBWVWU1ddQ2eVN9BI3Rt0mqBoEobn09vZJa8q3rz+RqeobRoMt8ZkeUpbN0wmExbLBXXVkIoUU9PZ3ZlA0+L7Pm7gsl6uKeoCP/BRNItWUlA0Bf/NX2ZsOARmgHXrkDxvaIoGkVcMRj5GaNG0JWVZEgQBhmPQNg1lU1BWDXIcEWxtkazXqNSoUsnZz36CW6pgHobMljGoJrUA27PJipbB1pjZfMY6ivHbjMZq6Q96JHHEfDrvVg+twNBt0ixB1xT29s4jJIW8SImjBYYmEycx6ySiaUFCQdSC+fQUGQPTclifJpxM57Si5OyjD3D50oO4poKiKhiGQpYVOL5OA0xPTzmezjg9XbNcpaTZLSzLQFcV0qxENAMUraUuC1qpZjLosVqEaLpOz/VYqjbRPOU3XnmabavPfBmTFA2NXKI3DYGhUMkC2dC4c3zIwewEHQXLnXFvYMHtb2DbBq7ndo3DOlwaD0jTDMW1qfMFqhKzPRyxOxmTJ2tGusy942Munr3A2cGYZHpENnI5KBLyMKKIFfKVSbtTURY1bdXgeR5RlnaSPJaFLlocS8c0dObzKcP+gEa0nXFjC0VRUzctvm1gyCp+3+J3f+/vYvvMFl/5ytfJm4bHP/NpLl6+wGJ1wksvfItm/Dieb6KpGnGS0mQZRVFw9swZNM1AqWp8P0AConXUKZjoOoHn4roOuqFxae8ChqGBJBBNi6qoKHWDoRsEgyGGljOfL1mFKZVQWJctx/M1il6xsDPiotPtm61DVFViOl9imF0T7nq5Yr5c4HseyDKqonXFPnXZNWMLGd/38L2AV1+7gaHp1HmngK6kCUJTUHSDom4oixKEROcZLNPUDZIivV3NWlcNSDJVU2G5DpIu0WoSkqYiKXLXgoCCrht4gY/UtORZRpYl+I6Bd2abvMo6XzDT4vDkiLaV0FUDWUjsTMbUky220jlEJZoq0Qs8dFVgOQppHtLiIMgxLYPJZIs4zlivlxi6xaA/pB+UkMdIVcRkZ8T+vkeS5gw8kzDNCdMMQ9eRjJrlcoGu6qh5zva3v4KiKchzjVZuEI6G5f8OOJN68slnEQhOpytQNO7emROYOjdu3GMkl6xWEdNwSVO3nD9/gbYBVVY5DWNmizWLZk2mNxwcLlivSiRMej2TVkCelciqhhAyimJQFC03btzF92weePAKluUSrULysuGp51/kyDKR5gu2g/NkaUlRVNRVTZLH6G0nPyMkiSyrqMuWKC5wfR9FlzmenXD+wlniNMa2XMqyRtRdlU+ySCmzkqZuaeuGtu58m2gFqiTTKCpaEKAaOuevXAVZ5uknnyaLU7yBz9aZMWG0AkliZ3ub5XxBnhXc2z8iGnmMhgP6hkFWFWzvducyaqahWzpKXZOUJYZvUNPi9gYUac3+wRG6aeF4Ovu39+n7Dr1RQJoXZGlOXVQsCTnrnWEVLUiThLKqEKJFbUFWNfKiwVZNprOYebhAtS1aNGzTw3N06lpwejLn7q1jdF1HAsaTHYb9giiKaJoay7aQFZmi6H5wEgLb7UR7FU2iqVuKIsU0ZYLBgDivuHVnn7JuaQJBOFtSCBVL85DXS3a2tzBNA98fkOUV4WqOH7jI1MyXSy5fvYznuAgUvvXMCwTBmCSrKOvOTVhVZDRZZjlfcfHymU69uiqw9JazuyPKRmGVdOcYaIJ5knCyv0JTNXZ3+jz4XdeobYlg4JIlEXGWEJUputCQNZvbB8ekfsnFK7ucH/SQ6xJTNTB1nbys0FUNTdNQm4aV3KJKDVm45HQ6pUgTtkZ9DKMTozm/PSatGhRFZX66wvMderbPadG9CDVVRZKmNAjqpiZOQgaey+UzO1RVgdzWWEa3Ii+ygqLIEaJlsr2N5Trs+kMeu3SNBx99mJNFyKrI+N4vfJ4ySXjiG1+lLGL8XkDf97h45gyGVFOXFVlTEwQ+cZTw2itvULUNiqJgmg6O5YCU05NB1zSKPKMqYhxLJ/Bdjo6PyPOUcxcuIMkNSqRy49YNJlKG5/q8efN2VwyiBOiGjeX1yR2bnbNnkERNXWagGFy/fY+d7S36gwDH75GWFVlVI6SuB0nXNBCg6zplUSJLgihN7kundQUKnj/m6PgIz3FoJYk4TdCVzilAtF0TtSRamkaQFwWSpiLfVyR3XBvVNdAdg7ItaaqmE6h2XVRJIUpidFVmFAQoqkIShaSqIIxjkjhltU6pW9A0g7xqkBH4rkHfd5nbJk6jocnu/S1LhWHfpt83aJqkM5tsSyRVxTAUFNkjDDNOT085ODhmnU1QZZXRaIRq6Ki6htkKQEbzDUzd5Oj0lDAMKbMc23JwDBujiKGGKqlweybndnZx3N8B1X37p0tk4PqtI4aDIePRhDSPuX73Hh/53Z+ioMUwTXpGn6qVeO3V11nFGWFUYrsBeV6SlFWnjhDWSJKEpsnUQhBGCVUlOD6aoqgmWVpQlgqXPvIIo/6Qk+kxi/mKM3t7PPLR7+LXX5fQVJ3xaMLh/k1UWaJtavIsJ6oTJtvb3LmzT5YLdscTqrpBMwyQBRfOnwNH4ej4mOgkxx1YnUcLgrqquyRVNTRNS9N2ts8CkCQFSQPDMLj0wIOUTcNLL75CFpWcv3CJC1fO0igNp/NTgl6/e8uUVYqixDEdGtMkL1NO0imWb1NTERc5umMhGxGraI3TlmiygamahLOY/TtHlFnGmTNnkKW6678YDwmLgiLPkSSJfuBTyxLz5QLarsRYaRqaFuYnM3IF6qaFWuH2/pQWgZxDK1rSqMS2bIqyxrFMGAU4lsO+YbAKl2SOynS2xHctVFUBSce2TXRVR9f1biszzwBBkiY8+MBVkjijbBusvML3r7GKCualiqLqWLoJbYtpaDzy8DXqquKN117j+huv49oqn/j0x6nyFM0wWSwX+H4P+35DcNsK6qYlyyIsY4TvB0CLYVqkacHJ9ATH9dje2sK2S/ZPlrRhBVLDuTO7GJbD7Sdvk4UxjV4TKxmO7oIkkeQFqm6wNZkwXy64fXLM3gPX0HeGeMkdqihkdzikPxjenxhrTpdrqqqhFQXboyGOaaApEpPxAN93adoGzbRIigbPMTk33iJcJyxlOq1C1YVtaAFV0xgMhqzikGI+Ry4Lrpx/kCvnz3J0fEhdFCgSpHHCerEAIWGaJrblECc5rx2+zsQN+Pzks/zqN57k1//Tf2E8HlNmEboq2Lt0HkmXuS2DZ+vokkqRFaiqRN20SJJCVVfUbUNdZziOg+M6NALmizmOa2IZGmkSY1sqpikzGfc5PMzIkhRkA9uykCSJxWJJlpVQtyiaQpbmqIpMf2TgeC6mbFNXGT3fZXt7B1UR6IbaCRo3FbplIlUlhmlSpBkgUVc1uchJ0xTH9UiyjNevX8e2e/zaMy8xO2+DotHKEpplIGkaddtimg40DTQtApmqKLotf6lFVrsGdi8IaDVBKwvEfeNPUzU62xhFQbSwDCNMXUcVEkmcoOsDnn/+VVRF4XS+RjdtVN2iaQTrMETpddWNy8WCvEzoeRZhtMbIJQJbIYlyTFOQpzG2bSIhk2YVdSVhGgb+2T77x1O0yiQvY5aLFYcnp6yjmKookZBxXA9NlqGuEaLBsu3On8vQMO5//wxJ8MjDlwgCmzhavat5/kOdpDp7NAkUHdOxeODhqyyjFVIYcO2jDzHeGXLv9l0W6zVRKnHr7hzTKWmRwHeIgnN8qzRxLR3LMLEsg17fZV+zqKqKsqq5FWrolk1Tt1x54DIvurv82tGSe3cXRKHHBctnZbgI9RhaQRonKJJAkqCpGzRVRZEFqqLSG4x46qtP8OILr3N+bw9J1uhZPqqhMg+XqGon3x+vMhRVAlnQ1A1VUVGVNXV5P1E1Da2QEHInAdogcTKdcrB/RJHVDAfbaLrOarkkrlIM2yDPchYnM6qyQZHVruQaMG2Dbf8MYbiiaEqyqiJwfeyBi+mbDLeH1HnF7GBBEVd4to+wHUxLp21avF6PuMopypzAc3B0jSyMKbIKKgnd6PpANNWkqRuWWUIuGkBB0mXeeuuY/sDH7alkeYapqfhun1IGWWtRFJmt4YA7VcUiXnOnTNGlGtc9i+u7ndx/25JnBVmW4HkOlmkSpzGeaeA7LkkYMz3cJxj0MVUZVa5o6u6g13c9tEGPC84OW0Ofg/0DbNcmCWPKVubg6Jh+z+PCzhmyLEZCoipLPvLoo6zWGZKk8Pob14njmJ3tLbIkQqDQNALf73NyOsOtGmwnoB/46Is1UgtK0dDreYwfG6O3u0RZzKuvvUJe1ky2x+yMJ0TriLIsGPg9tnp9hqMex3nGfB1RNjV9w6ZnVxiGQX/YoylKTk5PGQ4DDF1DklvqKifoDfA8q9saymM02aTv2sxOOwmoUdBH03VaodC0LWmSMAxcFF1FrBt2t0aoky08TYGmokjT7gyu6uR4Br0hMjKrdcRbr9wgLwscVefqlSucHJ7yG7/+G4RhSM+z0SS4dvkCnqeRtyWmphJgEy0W0Ao0Q4O2Kw13XIuqrkAysC2DtilZzE+JwjWu5zDa2gK5Uy+QVRnbdfB7A9KsxLBtdNNA3O8/CnoBg+EWN27vU5ctVVvh9fpkpk25rtAUGdd1SbMMTelEXeu4oW1rdM1Au7/ScR0X2oYsy6mbBMd2Wa1C1lFKf7TN08++yDLOWK4i7LZEqyviJEHWNKq8JE5jdE2nalqKIuu8s/IMW/NxbIc4XjObzhAq2AML27EoshxRA7KMaASWaSNJMD1dIrUtkgTrOwdEYczVS5coW4lkHWNYLdPpKW0tGA68rlzetpj0t0hn+4TLBZ5n0ooA1w7QdagqsGyDomjwLI/bJ/ssVzEXLjxAuE45nk7RqwrV17A1g7osMS2LJMtZhSFJkqGpCts7E+IowVB1ZKNTym+b7iVBlgWBZ6PJvwPOpHq+Q91Aqcg4noFuawxkD1kqOHt+h6zuKo5efOk61+8s0XSDZj0DUXPOMPhdzg0kXcI1TBQRY9YqY7kiUEuKuuR4uWQ52+eTn/4Mj33XYxRpzmx+m3J6yGVV8PzBayzWd3GDAdu3X0DTNOanc86f22WytUWVNwyGI3SREq5iwjClQWUVR7RHh4y3z+JXBUVdoMkqdZbjBCbLoxjVUBBSQ103VGXZbcHc3wJs6bYVWui2EIuK1d19ZKGhygZhFCLpFWgetm/T0nI6myJqgaYaaLqKbpiIrSFyFVNkKw6ODhmOBrSiIcliBqMBCgJRN4TrkOef/Ta+2Wd3d5v+oMfumW3efOUtkiwDUaDpOrKhIlSZvGiokhLDMslMlzsPfh9K3SDJEq0qI99vMlyVBfE6YWXq+H0fRZNRhMSxJEFPRtU6dftSKmlnp5i2g6TWpFlJlubIPY+qyqFbc1JWFSenJzRVQ5YXIMmEt2+xf3ef2cmMXs/FcWyKSsFqNeytAWlVE4dr/KFFVSXUdYbr2t1E59gskwzPdynLikFv0CmZNA2OqVNXDZZhUmYZYZzR6w+7OOgGoKGoKr1eD9OycRyXg6M5siKjSRpGrdP3A6o05/b+AYZhIakqnmnRtA1REiMpncOyaCt002QRrZEdFasXoFQN0yzjrSefxjMdLl3ao6lKRJpz8bFHQOqUTA6P7jE7PUVVR+iGgaoZhGGOpkhsT0boVo97x3Nevv4WimkjyRK0gqTIiVcpuq7hWzq+Y+IYGprS0jYlQgjqsun07OqGpq4psgLLdnn84x/n4u4uVx58kG899SS379xFNwziNMHTddI45uL5C4RljFKBZZlsXbnCnZt3CKMI2zJJ8wS3N6E/GoGgk9yhU3DJipLn9Gu8Il2iMXLUSkZfKuR5QZqMQMjIqcEttogf+D0oyQpZkrAdl1XvHrqmIUsSb43HzPQJuA/x3e0N8ixDaTU02yTPcnRTRdcUDE3FMh1MRcO0TOIowrYd0qygrBskut/gjcNDUtGdIWV5jqqUmKJmHcYYqkHb1hStRNN21ZoNDU3T/amqStM01GVNS4vT9whsj7ZtaIvu/6HQrd6LsuzEosMICYHlWN3Lq5A4XaxRtc54tW4aXM/n4rlzNFWJYRr0egGLw5epwyWOraMrgmHgIbWC1SIkL1POntshyytoU0zTZrE8JK9uISs2RdVQpCnTbI1mdr1ujucjipwojInjBFmW8fweeVaSZCmmYlI3LZZlYzsWktQwn51gGvq7muc/1Enqe7/nca7fvEUcrgl8i8O7d3BUlaHdTW5FWVPWGq+9cczpMufs7hjHsfE9i4sXdjFNg3S9xpQabMtAtAXaImV+L2Y6XVKmEj/4u/4nPvP4o7z51i1+49f+K61ICeM1e1eu0Jze497tgrPnthkbINU6iqShSCZH+wsifcJRMcfVW+IkRbYsRtvbNJpCMOqR1hVPP/8yPd/B8S3SMiMKS9paZTAccO/u3U5evypp2rrTxZJkJFm5b/v9m4kKVL0rcKBqGPZNbN8iGAZolkFe5limQVsL6rbBcgyCIKC2ddTapUhKmqYmywtUXSWOIzQZZCQ8z6dtJSzb7yqmVAXXtlivYmbzJZPxhFYXZHlOVZVUZSd5JGcCRUhkfYtzRktw+7/iD3oMhgGmpbO9MyGMIg6aExRVpSkr+o7P3bv3SJKc3miEbpmYbp/n9GvI8oxoGVLZBXfvrvEdnUsXdmmagjRNUSUDVdZYTBd4gYcqqUi6gq5p9DyPpiipipydsxP8wKe/b4Hn0iYl/e0xl871KauYph4SpxXL9X01gLbm3sEJdZJx9cpFdFVlEHQCqooiUxQt/v1tqDRNuXd4xPHJMR/76CPUSUpWZIBKGJ6wWoVAN/HEYcR0OiMqMpqsBMvCCzzKssYwTRzPQYiWPEsIwwjRqkiSRFnX3Dw+RJNllLolPp2jFHBjf4pnG7iazOuvvcnkzDaSJFivE3xhs17FDAadN1rbdOebuqJy784NVlEBjaDX7xNaNrbrso6WLJanDAYBliZQ0Dgz2eXg4IAkCnGDAXleIbUCU1X5yGOP8ZmPfAJb0Xjj5k3CNGE+X/D1//prVFXJZDxCEi2L5ZI8XfDQI2fp+RZWZvG0+gnypODUDJBNAQgMU+FosIXjOpRlQ5qmKEJFDGX280sc6Q/yaBIjqhxVkSgrlbKoqRsZRVZoWjCqkEeyV9gxWtZhSN/sc6u+x/xkTRD4SLWD6zqY47O40Ql1FjHoBZi6SlFleLaLaSgkSYgGSJaFaFvKvCDNK1pkwjhE1QxqIZHUDXFbI5smeVXSMzUaWlohyPOcqq5RJJUizzrzVAQNAt01MTyzk6kC2lIgipYqKdFMFbmViOOI82fP0At67B8dUqQ1kiRjWRaaoSHXJT0/uJ+A1e5sUtMI12uKIqZpGubLhKOjI0aLGXuDgJ2dLUxdwjZ1wnBBWRREUcqJvmQQDFmHCet1xKA34bmX3uTBa4/RNFDmJYXeEi3WNK1gejpHVTQ0TUeWUoq8pG4WtAKcwEa3DfKiQFEhzXOW6wTHULh5+967muc/1ElKFRVFGvHotQcwTY2qKuhbJlKb8+zzr3HrzgH7+0vmq4LhaIvt3QlndwfomkLguswXM6o8v3/orSIJidlpV9ptGj4/+Ae/wNVrl3n22y/y1V/5VearGVG6ZrQ15M17B9ybztmZbCNLKsNA583Xb5HoMaJtODy8x+Kj53hlcYNxYHSWDqrJYNSJniqqwvW3bnJ8eEQr7TA+N8FSAvLymCgtibOIJMtQBcyPjzEcC920kBQVZLqlv9TFQUjd25thG5BV1EVGWXUVQXEckaUZhmYgmQqyItE0LWVdkSQZFjWebTAejzk5PQVFMAwGFFmO67g0QqCoKlevPUAedluHkirz1ls3kGWF7d0xRVuyWq1oRYOuaNiuTd0URPEKTWm5cmGXUXOOrMg4N3CAigfO+FSVxdhROTw6ppbgu66eYW/b48ate+RVy3S6j2fZGIpEbzzBt2vKg5cxNYWg10dRVJIkoSxrwqxEFiqTyS5xEtPQINcSt27cxrN1rjxwiTiLiMI1SCqK7HPpyjnuHM5ZNRWGJmPoJnVtISkan/7Ux7hx9x7L9YrFYsbuYIAua3iWw2odESUReVXhuQGDgU8p4LkXXkJSJCxDY3o8ZW/vLEmeoSgqq9mSo9MphduZvc3mS/xegFKUmLKGa+hohoqua6RJRtWUmLqOLMNwMESVZbJWQlc1TK2zE1cMHWdrwu0X30LacsjigkKXOZotuDc95cqVPfxgSNtUTE9WDIYTZEkmK0OaVuL27bvMjmdM5xHjyTZt0bBer9k/OkIzZIbDAX3PwlQlXEPBtTQ82+TMzja2G5DE96izksvegDOqxctP/DrHsymm5/Dgow9zZ/8Oi/WSVoIoy9BUDUnV8fs2cRLTNyx+0HwTxR7wws03OJfXVHlOb+Ay6fV46JJDGp8S1QmtA7pukhXw9f2nWeQS7cGvc2m7T9uWgKCqO3duTTdQVJW2EWT1ksceeYwkSXjrzes8eH5C2AvwXJdUlgh1FVkCBbi4dxFFtOiqTBQtaV0HScisTuc4kwmiqFB1k+Fwgp6kvH79Bucv7rEMI5qi6tyTDQNT1elpPQJbo16qtGVFHncvU47ldlWCmspiMcf3fYyeTSoyNEujykoUXcU0TBRFxZRVzlw4R5nn6LqGocr0TYNMkoljAU2NJqmoqoYqyxRFQ5EnaJqKYRhIkkRe1lRVybgX4DkOl9wLnOupKFJF2xZURYpjmnBfg1ARGuE6osgr9vf3aSSLKCr5+jd/nSPvAcy2YpmFVHWNYdlEcYwid0kz6PeoyvrtBueqqcjCkqIocFsXDIP942l3LJDF726ef4/yx3eEJAzZHfZxVZkiS7m8t8d6seD1N28yX8eIRgXVYrwzRrQNpikxmQRICKJ4hSpJoBuAYBkmNGWNrOicvfAg3/PZxxkM+vzKN57i15/8DZI6R2gqpSSzygpEUaEYFpZlo8oSZybbaJLKchGiaSpeMGCmGVSNjCQZGKbN6WIFjsXOuR2ODo+49OBl6qZFt23ysiIY9jANk6gtKOsW03OpwoRwtWZsm9iOQ1m3VHXTNQRLEsgSQmqp2hxbNZgt5/R8n7wqeevNt+j1AnpBrysssE3CJObgYB+QOLV8qGIUfUUrwDS7EvJ+LyBVNRRF5XQxp8prfCOg1AsaIdg/OmQdrplsbVE3OZOtLVzHQNQ1/aDPiaIzF1PGgwn2g5dRFcFo5LMOG4oiZDIeUJcpnmuz1ltUpcIxdNoi4fKFHSbjIb/+xLNcOLODYZk0VUVbV+RxjIVC4AUEXp/p9JRwlaDrFi+/8garRUS/73Ht4QeRVYVolfLk0y/ykYfPc+nKRbZ2hkRJRJR2W4RNXWCZGqu8Zb2KcHwN1/OQ5Jo4rmiqGlnITLa2MXWD1WKFoWpEq5DleoXt2eiahuOopIczVklOr+ehaRoHBwd4voVp2JR1y8HJtNu3b9cowQ6mbSMrKts7O6R3S0Qt4fs2hmOjqjJFXlCmCa5uMQn6lHnFySLB1UwmToDZG2AYJk3ZsuP0MFWDpq4p04h70zm6KnMZqbOgEA2n0xPaRgI0mgoGwy2cgyVl0XDu7DnyvCSLEkq/O9c6tzNi79wFPF1CV8HUFdq6YtDr4bg+09mSOsuJ1xFRtaQQJb7vU0glH33oo3z8E9/FV3/1G4RJTM+xWc0WbA36uLaO1imRslyE+IHPtm+x7FksVyF2P6AoMtYnd1EvjWjXM6rVmsuXLpOlJVVeQJqQhRFKUSDnBVkc0q2+DNo4pD/eJoxDmqpCpqHKI9qioMwTzuzsYOo6SZKSFy11W6HJKpoisPVO3892LFbrBW1ZYlomai2RL1ckiyXDyRgh66ySnCQt0A0b02rYnx2CkEiylKaFtC1I1RZT12mVgvH5Xab7J0hCRjcMTMOgkUVXCKGqSKpM20oUUku++whr06O/5eEaGqGmsHN1TK2oRHnOyl52xRCKSlTVrNVOz1BTdVBV8izH0Dtn6V5yhLw+Is9zZMlHlSVUSaIqC/y+w9bWDrPT6f0XYJmmLFAtq1N+F/DwI9f4jadfYjqfU8gK6siiymoOpzPqtkHTDSQJqqYTi1WFgq7pqKKlbiWoBbqmYpgGVV0TpSmWqmCpOrJmvat5/kOdpFxHp+/ZFFmOqioc7B/QNg290Q61iBEt1LQgg6LAcODStAWWbSPngjBNsGwXSVUJ1zGaovHQw4/wsY99hLYW/D/+xS+yWC7RbQNQmK2XpEVJI0s0gG4YgIRl6JRZzJVL56nOVmxPtjmZrjipHGwnYLZcYfd8ojRn4LucnJxSt4LAt3E9B13XmR5PWa5XnJ6sKJIWWZbouwGFbGAFPc6dv8TZK5d4/bU3KNZh12nR2ZvSCkGSZliOiddzUA2NVRLh2jbnd8/jut79ragTbty+fb8RuaFUG87ubmNmOWmU4ns+SRKRZcX9fo5O4222njOP59RlgSJ3vQ29nsN40seytPuNnQ6qovDCCy+RxxlnxzuIukBqa6qqoG5KTF1BtAVFnqKpW0Rh54Q8GQVsb29jWwa6LKHLgkvndlhFObrjoMTduYeqqJzZ2aUsc5577tvsnd9BliUkWSLPG1ZhzCIMcQdjDk+OOJ4uqWQT0/cxHZPVekXTNPhugKM6GG2JIgss3eD4+CacNjhuQJQUZEmFKqmokoRtGVR5RiYJisylrho0Vcdzfdq25c69febLEGSNppGwfRdHkZlOZ5y/cA7F0BGyjGZa90VVa4Qsc3o6Z2tLQWlUKCTC0zUjTUeXdSRJQFMytG1GmouiSUiVRm3ZfM/DD9NWGYt1TCbXnLvYQ5E1bt6+g+47OFsDdre38DwL17GBml7vCqoCh9MpqmKQxhEtFYoGWZqyiEJSVcWwLEaDAZ5lYysKO0OfQd+jyHPauitnlhG0VU3f9zF1m3W4YjAKmEwmuJ7VtS+oMlEUYesW/SAgXoQUWUzfdblw/jxxHDHa8tke77JeRbz0yquMR1vs7Ew42I+omoLVOmQdZ/jBkNki4tvPv8pyXZGXLQKJLK84PDlhNBzg2DaSJLreuCS5LxirYZo6iBovsPjIRx5BVTUOk2OKIiEYjLEcF0VR0ZUeaQOWrlOkFSerjMnIYRq3fPu1m0htzbmLFzjOBHfuHZGUAqvXwz2Yo9smd05W7Fx8iP9SX6ZAI7HGHDQZpnW2c2CwbBajOTQthm4iyTJN2yJEi6ypoEi0VUOzJ2gNj539Fwiyhm2nh2fJiOgYCaAs2apzLowsTMPCdGzm8zkHxzMCt8d8PUdrBIZkIqwRB8EeweFN5LZF1TSQZOIkI1AVNN0CodAKkDUVSVXRjLZTgFE7wYLBMODTn/kEJ+FTHC9TsiLHkGSW7i6t5dMIUFUZJJAkCVnqzpUF0CJAltAMHU1TqbKMMk/RlrdpEAQD713N8x/qJDUY9PFsj7KsWIdRpySgG5imRn+ks1wu0ZG4tHcBRZNA1MiyjG7oGIbOZDLC641wBkMUTWPo97l88TzhMuLL/9u/5cadWygKnBudIV5F7E5GaLpCWZeUdYPvuIiyQgFGA5/trR5JllIWMYvlKYW2fV/eX8HxfBTbRNYNpExBNzopnGDQ4/DeMVWS0x8EtCWkSU6SpJykB/jDAXsPPMBoPEa0gjBMaBqBpNB9MRQJSUioVrcN2OhwerogcH2i+Zrb3ELRNJKiYLEOaeoGx7aompKamooWSZaJ1hHD4aizEshLTN1AlboVahmmCAGWaaJKMmcuXCDLIlzXwrdtZKmlakrCKKUVDU1Zc3BwyIXJFkPHZz/NKLOMus04szuGtmb/4C6B52LZJorccnx4wO7OLnlRkOUF40Efyyg5nCcUeU4ZJ/RlmdVqhUSLIumAgqbqFEXJ3pULDHe2eePNG/zXJ54lShPKomV73Ofc3l73g5EgzTIu7e5inKoolWA0CshjBTmXyYqGZ599GtsN8F2POE6JozVb3gV2JjuIuqRuBAgIggBN1cnyrodmtg5ZhSlJHPLYY1exNAiXc5ZRRBXFnTiwa6NGKmmecXRywnqVcHR8yuxwjmgFu2fGjP0hcltjo+C7A3zbpi1yTMPg8tldUt/Fs5ZERYxSN2z5PrKiEK4j+oHDYrmkUiQUTeB5Go4l0DSDRkiIpsJzLTynR5yUXLpwjv5gwtd/9SnKpkL1bdqmpu+77I6GuKaGZxv0PJtEkVgtQ6YnM2ok/MCnKGpUrcIwFHSzm4jOnN3lsUceZr1asTw95dGHr2FbOrOTE/YunePjH73E2bNj6jqj1/PZPzhmvkqwXZ+sqDg5mRH0e2S5wlvXb9MKiN2G11+/wf7+DEm1aBWjk7dSFVpaFFVDN8z7vXOd+vfWeAtNUTFNFSHVqLKELCn0ekPu3LmH41h4ro1cJrypn0eWrmJUClVakiQJd056jJoepmEQnf1f8FyH24ZBkmbE/jmSokQg8cSBiee6HIg9srsai95lrPlb2NmMs6sXaZcn0LS0dctu1SDqhqbuvouKoqEZKq3UlZYrmsrikd9PMl8yzKdoeU2xBjfwkGSBbSjsjMdsnxmRJSlBX0HTWlaKyrFqs1jNyWd3KGqBYTnIUsnSu4SiKAS+h+t41FVNGKfIaUYQeMRx3Km3tCGyJtPrjaiqBtN2mZ2cYHsek90xiiLfP1fSEJLC+oHvZRzdpqlKFKVTwqibmloIWtECEo1ou8IaGtqqoaWl2vs4KA13Xv0Wn3zsoXc1z3+ok5SuKeyemdw/bI+RZZkoiinKirIu0HWFnt/jI489gmXr3LpzHcd2OH/uHPkgQxGC/mhIhsSZ81fwLIvjozn/5Wvf4HB6gmZ1lub20kTTJGhrHE3G1E0WqyWaLJhFSxJTYWt0jTxPWc5nnD13Fs+zURuNC5cuIBUxhmUiGpllHFNXNcNBD01WiaIUx7aJyoYmb5FR7ovYSsxnK05nKy5fu0xelrz5/G0O7x3hBz5ez0FRFdA6GwffMFEUieVJypY7xLN0RFEyP1kg6RqVLKFpGsOtIY5j0dQl+1GJa9u4qo2iKZ2Uf9eARSO10IDvBazkBVVZozQNZZqQp2tcz0SVBaquAJ1xY1GUnD9/kdSNqJOCwPF59lsv4jz4ERRFIsoSLFvD9XqE0QpZlzEtnbpOsR0LVe/sF5ZZjOvZ3Ll1nVuHS9qzu0h1g25p6JaBZ9k4psp6FTHZ6qNpMpe2z3M0jziZR5wsUgbDbUzDYODrFHnO9ZtziiLD1HWqulvZKZqEbzkoec5gtEVRgeAWi1XC7Vt36Pd7bG8NMdTOQmE07LbY0rxEVtSuLaCuGQxHqHdnCJGwXq9IkhStZ9EAaVFwfHKKohnUVcWgP+JurlI2FYrWGSPuXDjDehpysj9Dl1QuX7vAYNinKUryrCsMqKoapVU4bef82v7TGKqCbdl4vo/jOsRRiKXrxMsV9miIbRioKpimiqnrxGmGrGoEno2QwLQ0oqNjVNVGkmp0Q0Ezzc5sUNeQ2q45uGla6qZBVRTC8L44r2ZSrEPSPMU0bJq2IUkTBIPOWkORkGho6gJNlghXaxAte5cvMNrqU9cl+weHHB6dsF5nJGVNc9/0MslyHM8iL2pa0XJyMqNpjykrUE2fppXQNINev4cTulhKjapbaLqBIRvIMhiKoMxTSgnaRqM/8FBVhZHjk+Y1jm2QpDmmLHjs5ClWds6nxVsoosG2TQ6ODjFuXsc5tukP+ly6dB5FW7B/MGW+jkjqhnUUkzUVhqlRphlBWlKUIJ37bszXfon+qAeGgi7LiKYlSRM8ywUhWEcrdFXHdtxOezJNEAXUQpCsVuRpysnRIT3H4oGPPISmNCyXM2pFhbaiKTJcS6PnmAA0joHt7nS/X0A3Ohv3+TqkcVta0VIWOQdHh6T+Y7ziXKWKl7x8bKOpMltbl5AAuZVQSxVV1bFcg+P4iFdTjYG3y+LK7ybvrSi9Hcx7zyMXMe7xK0hNhYTAME3SNOmKuZpu1VYWBYqm4PgOtILlcoUajNF1myItqKvfAX5SbVVQpF1FjqrqHBxOkYucusowdBPHNoijNU8/9QS7Z3a4fPUSg1FAVdQcHhxxenjA5St7nL18jSat+No3n+Pp556haQVOz+PkNEUxDaI0xrO7/d5h38f3XW5RMRz4mJqKqSo0dcN6GdLUXaNtf9BHXXVOs3VTdooLkmC9WpEVBZVqIDXQJCWB46PWCgoyjqFSJxXCUhFnzzA7nJKuMppthTKvQQJNl3E8m4YGoQKGimLpzO7NODO8QE+VOZ3NUBuFYp3T2/GpRYMQDb7noxsKqmSyYw7R2q5gIAh8aCUkpdPcUiWZpq6xDRvfsbAcBU2R0OyuCERWZUTbIMsyTVV1umDriKpomUwm5OuY27fvUnpnOTvq40sz0HMcx8CydXR7SJ6m5EWC6ztUeafcvA7XHB4cUTfHaJrG1QeucGIEtE2CoUmoQkNIEo1o2DtzBsc2WUUxeV4wO51x/dZdVMtCyBJFWTJfZZxMF+zu9jtfI9/h8PiAWvJQdJBkOJ2f8sbJG8iyhWla2JqGaXYWA8PhgK3xuBO/lSWiNCPLczzNR1EVNFnm+PZtoijG8xxcx+Tg6AjTOoOiaYCMet8z6Ddjq5Qyvu8i+dr9/iRBbxBw45XrnJxM2doaIvIa29JQNZkwTPAcB7WqSLKcFhlZNZAUldOTE0xN5+reJZIkpYwzFFlmfjyljFXa7T49zwMhU9QFsqKQZhmtrGN7Dm9dv4vjmVwcBEhWwInWNUW3QmIVRiRJSJKm9Ht9WiGxs3uW5Trk8OiY5TLEcbt+M0VWQGro9R28nk0tKq4+sMe3nnqOLC0wDYOyLDotvDQmSSpkRdCgECYxumGQZSmKLBGnBnlekRY1R8crkBS2xjvkeUxZZnimjSJJnD2zS7KYcnh4yMLQ2Dt/luFWH0RJEseYlomumdimiaAlDFcslxGKBFmScFwdkWQNGRkn4RRVNDzyyMMgZHwvYLw9ptfvUTSCO7dvcffgmLqVcPoDdN8njVbUssI6y1FkFd1UUTUVw9DQVAUhyxRliXF/mi2KjEl/yDDwWS5DEAIJgSSgrjqVGVM1aNUCXZHY3gqwtW4FtXfmGqenxyTrJTvDgH7gUhad07dpaCAr3RanpmM4LlGcIDSduq7J8xQaDZqa3hu/itGfYFk64jSmaUqq+IQgsBgOfDw7QDEqNLVGateEByHr4wPWr72CY5o40T5SPieSroIkaGnxbQdZVdBUnywvCMMQ3TAYbo14660b3Lmzj22ZhOsYqX9Cmc3Z3drB1sx3Nc9/qJNULwhwHJtWwPHpKScnR5hWd86jqArDQY/hMODg4B5p6qGqEsvFjDjKyLOGM2evcu78g1SFTLzIOTo85bXrN6jrCs3QqIEizRgpPSamg9y0VHlBY2i4ls5kEnDpwg7U3UQ3HExgHRGHKatVSFkNqSgwdJ1WtEgITFVHFC2n96Y4hsX50TaaaTGVTwmCPi0C2zSYzxfYpo5r6pwZneN0uma+WrL3wEVGkx6taInCiEaRkA2FOimQco2HH77IC888zWgwZtsZ8mr+OstFQiI16I5CkkYIyWSZJlSqS5pIrOolsiyzmM1xHZe2qFBNk/F4i+uvXCewbLYDH83SkHUZRVfJqwpFltFVtRPHzHOODw4pkgrpvEAWAsXUcfo+s/Wce+kBvq+SZhGmq6BqOqatUxUlrmtTGy1F2olwbo3GnJ4uMUyD3Utn+fZSR45rrttXeaXy8WyHYc/nUO+hyyqxmlDGLVPZ48ZZF2QVVVGQkFAVQW6MUNcCw75EoHjIssRJY3G1egPFCXAvPsppvKIRKuXuGNXUcDQdU1U5qTJqfI5CBWiQZAvVu8RMlmiqlqKumNlnuSuWWJpDv9/nUJVR6gGyJKG0GpFqIhSJoqqohIdtK/i2TVELTNOgbSGpYvrjAXmS0EoNy9kxIYIHrl7CHfQp8hzPtvFMh17pMPBdBr0AxzKRkQhXC9oGdsdDJEkhjNcIDNarnGidsz3eoigrqjohLRpUw2YwHGIcznBcF8UwsbwAqWipipJWV1msI0TbkGQFUdK9iMiySllVVFWFrHbN2v1+nyxLmJ4c8ZlPfYw8i9m/dwvH0pGo+fjHPkpZ5ZxOpxhKRVXXVC34gU0/sLH7Q8IwZJYkILXUbUuWlxR5p8qS5hWSJKMqCpOtIZbrcqyrSHmLLASmrlGWJcvlgoeuXWZ2ctD1MpkmbduSpSm6oSGa5r5pYoUkOh+z9XpNoZXkeY1Ul9R15zidZhlOECBpGtP5Kapp0sqQliV6W4OkUglBlqbM1iGO4YBroGgq/eEQVVdQNIm0qtEUlcDxUGUZQ1W7nrhW6gSuVZW2aTB1g7qtkITAcx2uXjrHhZ0Bk6HPqOeyNeqzM3CI1iG7ky3quiZJcsqqQdJU1kmCkFrOTMakVdfwr3hDVoqCJMsUVU0SJmjzFZNoxZWHrpJEay6e22E4tFGVFlfP0RH0vQGaJpjsevzKK89yeDxHj3P64y2QZWJZpqpKijxnMhzgujZR2FURt2173+y0BkliOBjR1DN8x6fn9pgbJgPJ5LHdK7jmb+M+KSE6H5KmLsmymEbAajGjbSvG4yG6oTGfzyjKAkTLlcuXGG8PWSyP6AUevu+QZTV7DzzEcy+9Ql7UBG7Ak08/yc07d8mTjH7fQ3csVss1tAK5LLBUmbJI0PbOc/HcLlujPsvFAqmWWCznuE6Pe/v3cByHOKto7QzNkrF1i/2jQ6J1hKKptC3UWYVhB/ScPnVdMQx6nM5OcR2XnmOTxwnL2ZpzvQnXHrzK//OrX0MtGxwhsbo7paoqWqlFGVgoiUAPW/6nT3yM+b2b+LaBq+hIdU0exZi2huU5FHKJYxrkecrx4RHVZIssKcnrmKqqEHVDW3XGaq5tIcqatihocgV5Cwbnx8xmJ8TrJetlSNDrIdU1UZZgmwZndibMpyuqKsMyDTRLo1YqrksjjsVVJlqPW9IAI1JpRItoBW0r0AuNPCupa0FZ1BR5TSJtYUo6yoGO3jP4wgXB9bvPcWd2xBZbjK0B1hQcx+laBhwHEShcD5Y8/9IbKHLntLp3YYcgPsYyVXYHPZrqDq7jodsgJWuO3zzgeF8lywWO49CqYOoONS13jk8RoiZXXRSppakrDENCiE5Cy+8FzNYpJ3HN7pWHqYGsqojqkuwkwvd8pLwhL+X7TsPgqTnB9Aae7bLYP+Do7gHD4QikBt9WGXl9dkcehuxj6CqeY4Ik45tdkY7eVvimhqVJuJaOqclohkFTV+RFBapE3dYgS9QtpHmNLNckWYptd9/nspVI8oibd46Zz5c0dU1eR8iqhiJKwtUKqa1B6iacV1+/Ti9w2RoMsSyLvMzRdJ2+2alYxJGCZRr4nkkSL7nx5mssFmuKouZz3/1JBqMxp9MpabKiRaISMllRQJIiNI31es3RwT0cy0LTFNbLFYqqMtnpgyK4c++Q0/kJ53d3mIwnJGlKLSS+ZV1FsS7RNoKqrbgnS9w79VFVn2K4R9sKtERFrzqhYE3VqMqKyNhC3zOwXY/r6j7rsOHw8JjxoMetO/tMZ6cMhgGr5ZQ0T5FVlaoV7JwZczJfMF8co9lW19ph2pRliaoomGqAJgmKMkdVLRRURoGHr1tEq04lRLQ1RRIhmgbT6JyFDVlGEi2ma3OchYR6j2ecB7mrepwxtzBbDXUpI7U9JAuUUCVOEwxjgowCtUxKxVT2qAJoZZUkzQhbGS1LKNMCXdM4nc7QZRnPdljM12ga3Lh1m6reYXurT1FBKTKa2YqXXn6VwO+jWRZ7V69griLKumYwGPLm7bu0hsv+me9mbuqYpgmuRJZnSKKzNXFsh3lVo2yr6FXFaZLSC3o0Rp+PmlO86Jjnv/3sO+bz/xGS+L8a8QHk5s2bXL58+f2+jQ0bNmzY8P8j9+7d4+zZs//D6x/KldRgMADg7t27BEHwPt/NB5cwDDl37hz37t3D9/33+3Y+sGzi9O7YxOndsYnTu0MIQRRF7O7u/p+O+1AmKfm+sGoQBJsvwbvA9/1NnN4Fmzi9OzZxends4vR/zbtZZMjfgfvYsGHDhg0b/r9ik6Q2bNiwYcMHlg9lkjIMg7/9t/82hmG837fygWYTp3fHJk7vjk2c3h2bOP3/lw9ldd+GDRs2bPidwYdyJbVhw4YNG35nsElSGzZs2LDhA8smSW3YsGHDhg8smyS1YcOGDRs+sGyS1IYNGzZs+MDyoUxS/+gf/SMuXryIaZp85jOf4emnn36/b+k7xs/8zM/wqU99Cs/zGI/H/ME/+Ad544033jEmz3O+9KUvMRwOcV2XP/JH/ggnJyfvGHP37l1+4Ad+ANu2GY/H/MRP/AR1/e78XT6M/OzP/iySJPHjP/7jb3+2iVPHwcEBf/yP/3GGw05A9rHHHuOZZ555+7oQgr/1t/4WOzs7WJbF5z//ed566613/DcWiwVf/OIX8X2fXq/Hn/kzf4Y4jr/Tj/Ke0TQNP/VTP8Xe3h6WZXH58mX+zt/5O+8QR93E6T1CfMj48pe/LHRdF//sn/0z8corr4g/+2f/rOj1euLk5OT9vrXvCF/4whfEz//8z4uXX35ZPP/88+L3/b7fJ86fPy/iOH57zI/8yI+Ic+fOia997WvimWeeEd/93d8tPvvZz759va5r8eijj4rPf/7z4tvf/rb4pV/6JTEajcRf/+t//f14pPecp59+Wly8eFF85CMfET/2Yz/29uebOAmxWCzEhQsXxJ/8k39SPPXUU+LmzZviP//n/yyuX7/+9pif/dmfFUEQiH/37/6deOGFF8QP/uAPir29PZFl2dtjfu/v/b3iox/9qHjyySfFr/3ar4krV66IH/qhH3o/Huk94ad/+qfFcDgUX/nKV8StW7fEL/7iLwrXdcXf//t//+0xmzi9N3zoktSnP/1p8aUvfentf2+aRuzu7oqf+ZmfeR/v6v1jOp0KQHzjG98QQgixWq2EpmniF3/xF98e89prrwlAPPHEE0IIIX7pl35JyLIsjo+P3x7zcz/3c8L3fVEUxXf2Ad5joigSV69eFV/96lfF937v976dpDZx6vhrf+2vie/5nu/5H15v21Zsb2+Lv/f3/t7bn61WK2EYhvhX/+pfCSGEePXVVwUgvvWtb7095pd/+ZeFJEni4ODgvbv57yA/8AM/IP70n/7T7/jsD//hPyy++MUvCiE2cXov+VBt95VlybPPPsvnP//5tz+TZZnPf/7zPPHEE+/jnb1/rNdr4P9Qhn/22WepquodMbp27Rrnz59/O0ZPPPEEjz32GJPJ5O0xX/jCFwjDkFdeeeU7ePfvPV/60pf4gR/4gXfEAzZx+k3+w3/4D3zyk5/kj/7RP8p4POZjH/sY//Sf/tO3r9+6dYvj4+N3xCkIAj7zmc+8I069Xo9PfvKTb4/5/Oc/jyzLPPXUU9+5h3kP+exnP8vXvvY13nzzTQBeeOEFvvnNb/L93//9wCZO7yUfKhX02WxG0zTvmDQAJpMJr7/++vt0V+8fbdvy4z/+43zuc5/j0UcfBeD4+Bhd1+n1eu8YO5lMOD4+fnvMbxXD37z224Uvf/nLPPfcc3zrW9/6765t4tRx8+ZNfu7nfo6//Jf/Mn/jb/wNvvWtb/EX/+JfRNd1fviHf/jt5/yt4vDfxmk8Hr/juqqqDAaD3zZx+smf/EnCMOTatWsoikLTNPz0T/80X/ziFwE2cXoP+VAlqQ3v5Etf+hIvv/wy3/zmN9/vW/nAce/ePX7sx36Mr371q51z6IbfkrZt+eQnP8nf/bt/F4CPfexjvPzyy/zjf/yP+eEf/uH3+e4+OPzrf/2v+YVf+AX+5b/8lzzyyCM8//zz/PiP/zi7u7ubOL3HfKi2+0ajEYqi/HcVWCcnJ2xvb79Pd/X+8KM/+qN85Stf4Vd+5Vfe4Wq5vb1NWZasVqt3jP9vY7S9vf1bxvA3r/124Nlnn2U6nfLxj38cVVVRVZVvfOMb/IN/8A9QVZXJZLKJE7Czs8PDDz/8js8eeugh7t69C/wfz/l/9pvb3t5mOp2+43pd1ywWi982cfqJn/gJfvInf5I/9sf+GI899hh/4k/8Cf7SX/pL/MzP/AywidN7yYcqSem6zic+8Qm+9rWvvf1Z27Z87Wtf4/HHH38f7+w7hxCCH/3RH+Xf/tt/y9e//nX29vbecf0Tn/gEmqa9I0ZvvPEGd+/efTtGjz/+OC+99NI7fjBf/epX8X3/v5uwPqx83/d9Hy+99BLPP//823+f/OQn+eIXv/j2P2/iBJ/73Of+uxaGN998kwsXLgCwt7fH9vb2O+IUhiFPPfXUO+K0Wq149tln3x7z9a9/nbZt+cxnPvMdeIr3njRN3zZb/U0URaFtW2ATp/eU97ty4/9TvvzlLwvDMMQ//+f/XLz66qviz/25Pyd6vd47KrB+O/Pn//yfF0EQiF/91V8VR0dHb/+lafr2mB/5kR8R58+fF1//+tfFM888Ix5//HHx+OOPv339N0urf8/v+T3i+eefF//pP/0nsbW19duqtPq34r+t7hNiEychuvJ8VVXFT//0T4u33npL/MIv/IKwbVv8i3/xL94e87M/+7Oi1+uJf//v/7148cUXxR/4A3/gtyyt/tjHPiaeeuop8c1vflNcvXr1t1Vp9Q//8A+LM2fOvF2C/m/+zb8Ro9FI/NW/+lffHrOJ03vDhy5JCSHEP/yH/1CcP39e6LouPv3pT4snn3zy/b6l7xjAb/n38z//82+PybJM/IW/8BdEv98Xtm2LP/SH/pA4Ojp6x3/n9u3b4vu///uFZVliNBqJv/JX/oqoquo7/DTfWf7fk9QmTh3/8T/+R/Hoo48KwzDEtWvXxD/5J//kHdfbthU/9VM/JSaTiTAMQ3zf932feOONN94xZj6fix/6oR8SrusK3/fFn/pTf0pEUfSdfIz3lDAMxY/92I+J8+fPC9M0xaVLl8Tf/Jt/8x2tCJs4vTds/KQ2bNiwYcMHlg/VmdSGDRs2bPidxSZJbdiwYcOGDyybJLVhw4YNGz6wbJLUhg0bNmz4wLJJUhs2bNiw4QPLJklt2LBhw4YPLJsktWHDhg0bPrBsktSGDRs2bPjAsklSGzZs2LDhA8smSW3YsGHDhg8smyS1YcOGDRs+sPy/ABW/P93XjvuJAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from deepforest import main\n", + "from deepforest import utilities\n", + "from deepforest import visualize\n", + "import rasterio as rio\n", + "from matplotlib import pyplot as plt\n", + "import cv2\n", + "\n", + "m = main.deepforest()\n", + "m.use_release()\n", + "# Make into a 3 page, remove alpha channel, and make channels last\n", + "r = rio.open(\"/Users/benweinstein/Downloads/Plot13Ortho.tif\").read()\n", + "r = r[:3,:,:]\n", + "r = r.transpose(1,2,0)\n", + "\n", + "#Grab a portion of image just to test, near the middle\n", + "r = r[12000:13000,6000:7000,:]\n", + "plt.imshow(r)\n", + "plt.show()\n", + "\n", + "# save the image as numpy array\n", + "cv2.imwrite(\"/Users/benweinstein/Downloads/Plot13Ortho_crop.tif\", r)\n", + "m.config\n", + "boxes = m.predict_tile(image=r, patch_size=700, patch_overlap=0.2, iou_threshold=0.5)\n", + "boxes[\"image_path\"] = \"Plot13Ortho_crop.tif\"\n", + "gdf = utilities.boxes_to_shapefile(boxes, root_dir=\"/Users/benweinstein/Downloads\", flip_y_axis=True)\n", + "gdf.to_file(\"/Users/benweinstein/Downloads/Plot13Ortho_crop.shp\")\n", + "\n", + "plot = visualize.plot_predictions(image=r, df=gdf, color=(0, 165, 255))\n", + "plt.imshow(plot)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is a decent start for zero-shot imagery in a new resolutions. Let's try a couple things. To see if we can make it any better without new annotations. We always say that DeepForest is best used as a backbone, and an hour of new annotation on target imagery and gentle finetuning will produce better results than changing. hyperparameters. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Make geospatial predictions on the full tile\n", + "\n", + "Now that i'm happy with a small crop, I want to make predictions on the entire image. This will take some time. We can do away with the cropping of the image, as well as flipping the y axis, since the coordinates are now in the geospatial projection of the tile.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading config file: /Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/deepforest/data/deepforest_config.yml\n", + "No validation file provided. Turning off validation loop\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "GPU available: False, used: False\n", + "TPU available: False, using: 0 TPU cores\n", + "IPU available: False, using: 0 IPUs\n", + "HPU available: False, using: 0 HPUs\n", + "/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/pytorch_lightning/trainer/connectors/logger_connector/logger_connector.py:67: Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `pytorch_lightning` package, due to potential conflicts with other packages in the ML ecosystem. For this reason, `logger=True` will use `CSVLogger` as the default logger, unless the `tensorboard` or `tensorboardX` packages are found. Please `pip install lightning[extra]` or one of them to enable TensorBoard support by default\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model from DeepForest release https://github.com/weecology/DeepForest/releases/tag/1.0.0 was already downloaded. Loading model from file.\n", + "Loading pre-built model: https://github.com/weecology/DeepForest/releases/tag/1.0.0\n" + ] + }, + { + "ename": "RasterioIOError", + "evalue": "/Users/benweinstein/Downloads/Plot13Ortho.tif: No such file or directory", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mCPLE_OpenFailedError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32mrasterio/_base.pyx:310\u001b[0m, in \u001b[0;36mrasterio._base.DatasetBase.__init__\u001b[0;34m()\u001b[0m\n", + "File \u001b[0;32mrasterio/_base.pyx:221\u001b[0m, in \u001b[0;36mrasterio._base.open_dataset\u001b[0;34m()\u001b[0m\n", + "File \u001b[0;32mrasterio/_err.pyx:221\u001b[0m, in \u001b[0;36mrasterio._err.exc_wrap_pointer\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mCPLE_OpenFailedError\u001b[0m: /Users/benweinstein/Downloads/Plot13Ortho.tif: No such file or directory", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mRasterioIOError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 11\u001b[0m\n\u001b[1;32m 9\u001b[0m m\u001b[38;5;241m.\u001b[39muse_release()\n\u001b[1;32m 10\u001b[0m \u001b[38;5;66;03m# Make into a 3 page, remove alpha channel, and make channels last\u001b[39;00m\n\u001b[0;32m---> 11\u001b[0m r \u001b[38;5;241m=\u001b[39m \u001b[43mrio\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m/Users/benweinstein/Downloads/Plot13Ortho.tif\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mread()\n\u001b[1;32m 12\u001b[0m r \u001b[38;5;241m=\u001b[39m r[:\u001b[38;5;241m3\u001b[39m,:,:]\n\u001b[1;32m 13\u001b[0m r \u001b[38;5;241m=\u001b[39m r\u001b[38;5;241m.\u001b[39mtranspose(\u001b[38;5;241m1\u001b[39m,\u001b[38;5;241m2\u001b[39m,\u001b[38;5;241m0\u001b[39m)\n", + "File \u001b[0;32m~/.conda/envs/test/lib/python3.12/site-packages/rasterio/env.py:451\u001b[0m, in \u001b[0;36mensure_env_with_credentials..wrapper\u001b[0;34m(*args, **kwds)\u001b[0m\n\u001b[1;32m 448\u001b[0m session \u001b[38;5;241m=\u001b[39m DummySession()\n\u001b[1;32m 450\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m env_ctor(session\u001b[38;5;241m=\u001b[39msession):\n\u001b[0;32m--> 451\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/.conda/envs/test/lib/python3.12/site-packages/rasterio/__init__.py:304\u001b[0m, in \u001b[0;36mopen\u001b[0;34m(fp, mode, driver, width, height, count, crs, transform, dtype, nodata, sharing, **kwargs)\u001b[0m\n\u001b[1;32m 301\u001b[0m path \u001b[38;5;241m=\u001b[39m _parse_path(raw_dataset_path)\n\u001b[1;32m 303\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m mode \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m--> 304\u001b[0m dataset \u001b[38;5;241m=\u001b[39m \u001b[43mDatasetReader\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdriver\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdriver\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msharing\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msharing\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 305\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m mode \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mr+\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 306\u001b[0m dataset \u001b[38;5;241m=\u001b[39m get_writer_for_path(path, driver\u001b[38;5;241m=\u001b[39mdriver)(\n\u001b[1;32m 307\u001b[0m path, mode, driver\u001b[38;5;241m=\u001b[39mdriver, sharing\u001b[38;5;241m=\u001b[39msharing, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 308\u001b[0m )\n", + "File \u001b[0;32mrasterio/_base.pyx:312\u001b[0m, in \u001b[0;36mrasterio._base.DatasetBase.__init__\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mRasterioIOError\u001b[0m: /Users/benweinstein/Downloads/Plot13Ortho.tif: No such file or directory" + ] + } + ], + "source": [ + "from deepforest import main\n", + "from deepforest import utilities\n", + "from deepforest import visualize\n", + "import rasterio as rio\n", + "from matplotlib import pyplot as plt\n", + "import cv2\n", + "\n", + "m = main.deepforest()\n", + "m.use_release()\n", + "# Make into a 3 page, remove alpha channel, and make channels last\n", + "r = rio.open(\"/Users/benweinstein/Downloads/Plot13Ortho.tif\").read()\n", + "r = r[:3,:,:]\n", + "r = r.transpose(1,2,0)\n", + "\n", + "#boxes = m.predict_tile(image=r, patch_size=700, patch_overlap=0.2, iou_threshold=0.5)\n", + "#boxes[\"image_path\"] = \"Plot13Ortho.tif\"\n", + "#gdf = utilities.boxes_to_shapefile(boxes, root_dir=\"/Users/benweinstein/Downloads\")\n", + "#gdf.to_file(\"/Users/benweinstein/Downloads/Plot13Ortho.shp\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In general I would look at this in QGIS, its much easier to zoom. Just for the sake of showing how its done, we can overlay the geospatial predicts on the large image" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Traceback (most recent call last):\n", + " File \"/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_frame.py\", line 430, in _handle_exception\n", + " self.do_wait_suspend(thread, frame, event, arg, exception_type=exception_type)\n", + " File \"/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_frame.py\", line 165, in do_wait_suspend\n", + " self._args[0].do_wait_suspend(*args, **kwargs)\n", + " File \"/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/debugpy/_vendored/pydevd/pydevd.py\", line 2070, in do_wait_suspend\n", + " keep_suspended = self._do_wait_suspend(thread, frame, event, arg, suspend_type, from_this_thread, frames_tracker)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/Users/benweinstein/.conda/envs/test/lib/python3.12/site-packages/debugpy/_vendored/pydevd/pydevd.py\", line 2106, in _do_wait_suspend\n", + " time.sleep(0.01)\n", + "KeyboardInterrupt\n" + ] + }, + { + "ename": "TypeError", + "evalue": "Invalid shape (14775, 3, 15399) for image data", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[6], line 4\u001b[0m\n\u001b[1;32m 2\u001b[0m fig,ax \u001b[38;5;241m=\u001b[39m plt\u001b[38;5;241m.\u001b[39msubplots(\u001b[38;5;241m1\u001b[39m,\u001b[38;5;241m1\u001b[39m,figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m,\u001b[38;5;241m10\u001b[39m))\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mrasterio\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mplot\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m show\n\u001b[0;32m----> 4\u001b[0m \u001b[43mshow\u001b[49m\u001b[43m(\u001b[49m\u001b[43mr\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43max\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43max\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 5\u001b[0m gdf\u001b[38;5;241m.\u001b[39mplot(ax\u001b[38;5;241m=\u001b[39max, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mred\u001b[39m\u001b[38;5;124m\"\u001b[39m, alpha\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.5\u001b[39m)\n", + "File \u001b[0;32m~/.conda/envs/test/lib/python3.12/site-packages/rasterio/plot.py:160\u001b[0m, in \u001b[0;36mshow\u001b[0;34m(source, with_bounds, contour, contour_label_kws, ax, title, transform, adjust, **kwargs)\u001b[0m\n\u001b[1;32m 158\u001b[0m ax\u001b[38;5;241m.\u001b[39mclabel(C, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mcontour_label_kws)\n\u001b[1;32m 159\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 160\u001b[0m \u001b[43max\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mimshow\u001b[49m\u001b[43m(\u001b[49m\u001b[43marr\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 162\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m title:\n\u001b[1;32m 163\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_title(title, fontweight\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbold\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "File \u001b[0;32m~/.conda/envs/test/lib/python3.12/site-packages/matplotlib/__init__.py:1465\u001b[0m, in \u001b[0;36m_preprocess_data..inner\u001b[0;34m(ax, data, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1462\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(func)\n\u001b[1;32m 1463\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21minner\u001b[39m(ax, \u001b[38;5;241m*\u001b[39margs, data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 1464\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m-> 1465\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[43max\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;28;43mmap\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43msanitize_sequence\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1467\u001b[0m bound \u001b[38;5;241m=\u001b[39m new_sig\u001b[38;5;241m.\u001b[39mbind(ax, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 1468\u001b[0m auto_label \u001b[38;5;241m=\u001b[39m (bound\u001b[38;5;241m.\u001b[39marguments\u001b[38;5;241m.\u001b[39mget(label_namer)\n\u001b[1;32m 1469\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m bound\u001b[38;5;241m.\u001b[39mkwargs\u001b[38;5;241m.\u001b[39mget(label_namer))\n", + "File \u001b[0;32m~/.conda/envs/test/lib/python3.12/site-packages/matplotlib/axes/_axes.py:5756\u001b[0m, in \u001b[0;36mAxes.imshow\u001b[0;34m(self, X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, interpolation_stage, filternorm, filterrad, resample, url, **kwargs)\u001b[0m\n\u001b[1;32m 5753\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m aspect \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 5754\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mset_aspect(aspect)\n\u001b[0;32m-> 5756\u001b[0m \u001b[43mim\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mset_data\u001b[49m\u001b[43m(\u001b[49m\u001b[43mX\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 5757\u001b[0m im\u001b[38;5;241m.\u001b[39mset_alpha(alpha)\n\u001b[1;32m 5758\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m im\u001b[38;5;241m.\u001b[39mget_clip_path() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 5759\u001b[0m \u001b[38;5;66;03m# image does not already have clipping set, clip to axes patch\u001b[39;00m\n", + "File \u001b[0;32m~/.conda/envs/test/lib/python3.12/site-packages/matplotlib/image.py:723\u001b[0m, in \u001b[0;36m_ImageBase.set_data\u001b[0;34m(self, A)\u001b[0m\n\u001b[1;32m 721\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(A, PIL\u001b[38;5;241m.\u001b[39mImage\u001b[38;5;241m.\u001b[39mImage):\n\u001b[1;32m 722\u001b[0m A \u001b[38;5;241m=\u001b[39m pil_to_array(A) \u001b[38;5;66;03m# Needed e.g. to apply png palette.\u001b[39;00m\n\u001b[0;32m--> 723\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_A \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_normalize_image_array\u001b[49m\u001b[43m(\u001b[49m\u001b[43mA\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 724\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_imcache \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 725\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mstale \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n", + "File \u001b[0;32m~/.conda/envs/test/lib/python3.12/site-packages/matplotlib/image.py:693\u001b[0m, in \u001b[0;36m_ImageBase._normalize_image_array\u001b[0;34m(A)\u001b[0m\n\u001b[1;32m 691\u001b[0m A \u001b[38;5;241m=\u001b[39m A\u001b[38;5;241m.\u001b[39msqueeze(\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m) \u001b[38;5;66;03m# If just (M, N, 1), assume scalar and apply colormap.\u001b[39;00m\n\u001b[1;32m 692\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (A\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m2\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m A\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m3\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m A\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m] \u001b[38;5;129;01min\u001b[39;00m [\u001b[38;5;241m3\u001b[39m, \u001b[38;5;241m4\u001b[39m]):\n\u001b[0;32m--> 693\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInvalid shape \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mA\u001b[38;5;241m.\u001b[39mshape\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m for image data\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 694\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m A\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m3\u001b[39m:\n\u001b[1;32m 695\u001b[0m \u001b[38;5;66;03m# If the input data has values outside the valid range (after\u001b[39;00m\n\u001b[1;32m 696\u001b[0m \u001b[38;5;66;03m# normalisation), we issue a warning and then clip X to the bounds\u001b[39;00m\n\u001b[1;32m 697\u001b[0m \u001b[38;5;66;03m# - otherwise casting wraps extreme values, hiding outliers and\u001b[39;00m\n\u001b[1;32m 698\u001b[0m \u001b[38;5;66;03m# making reliable interpretation impossible.\u001b[39;00m\n\u001b[1;32m 699\u001b[0m high \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m255\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m np\u001b[38;5;241m.\u001b[39missubdtype(A\u001b[38;5;241m.\u001b[39mdtype, np\u001b[38;5;241m.\u001b[39minteger) \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;241m1\u001b[39m\n", + "\u001b[0;31mTypeError\u001b[0m: Invalid shape (14775, 3, 15399) for image data" + ] + } + ], + "source": [ + "# View geopandas overlayed on image\n", + "fig,ax = plt.subplots(1,1,figsize=(10,10))\n", + "from rasterio.plot import show\n", + "import numpy as np\n", + "# transpose to channels first and then plot\n", + "show(np.rollaxis(r,0,3), ax=ax)\n", + "gdf.plot(ax=ax, color=\"red\", alpha=0.5)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "DeepForest", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.1.undefined" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/getting_started.md b/docs/getting_started.md index 2bc4bcb5..73651b74 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -28,7 +28,7 @@ plt.imshow(img[:,:,::-1])
-For single images, ```predict_image``` can read an image from memory or file and return predicted tree bounding boxes. +For single images, ```predict_image``` can read an image from memory or file and return predicted bounding boxes. ### Sample data @@ -57,7 +57,7 @@ boxes.head() 4 328.604736 45.947182 361.095276 80.635254 0 0.638212 ``` -For the release model, there is only one category "Tree", which is numeric 0 label. +For the tree release model, there is only one category "Tree", which is numeric 0 label. ### Predict a tile diff --git a/tests/data/OSBS_029.csv b/tests/data/OSBS_029.csv index da5f1754..d7aee0ce 100644 --- a/tests/data/OSBS_029.csv +++ b/tests/data/OSBS_029.csv @@ -1,62 +1,62 @@ -image_path,xmin,ymin,xmax,ymax,label -OSBS_029.tif,203,67,227,90,Tree -OSBS_029.tif,256,99,288,140,Tree -OSBS_029.tif,166,253,225,304,Tree -OSBS_029.tif,365,2,400,27,Tree -OSBS_029.tif,312,13,349,47,Tree -OSBS_029.tif,365,21,400,70,Tree -OSBS_029.tif,278,1,312,37,Tree -OSBS_029.tif,364,204,400,246,Tree -OSBS_029.tif,90,117,121,145,Tree -OSBS_029.tif,115,109,150,152,Tree -OSBS_029.tif,161,155,199,191,Tree -OSBS_029.tif,120,153,160,192,Tree -OSBS_029.tif,349,290,375,320,Tree -OSBS_029.tif,1,153,53,217,Tree -OSBS_029.tif,1,218,41,254,Tree -OSBS_029.tif,65,143,117,190,Tree -OSBS_029.tif,368,78,400,110,Tree -OSBS_029.tif,149,95,203,156,Tree -OSBS_029.tif,154,195,190,229,Tree -OSBS_029.tif,103,195,153,244,Tree -OSBS_029.tif,49,377,75,400,Tree -OSBS_029.tif,116,367,151,400,Tree -OSBS_029.tif,234,243,253,267,Tree -OSBS_029.tif,292,367,337,400,Tree -OSBS_029.tif,333,336,374,384,Tree -OSBS_029.tif,1,13,39,62,Tree -OSBS_029.tif,1,65,40,106,Tree -OSBS_029.tif,50,3,102,57,Tree -OSBS_029.tif,102,36,130,68,Tree -OSBS_029.tif,156,5,180,38,Tree -OSBS_029.tif,186,1,231,40,Tree -OSBS_029.tif,382,260,400,305,Tree -OSBS_029.tif,331,128,363,161,Tree -OSBS_029.tif,332,84,360,118,Tree -OSBS_029.tif,363,115,393,146,Tree -OSBS_029.tif,117,263,149,307,Tree -OSBS_029.tif,100,309,155,371,Tree -OSBS_029.tif,179,359,214,398,Tree -OSBS_029.tif,199,340,231,374,Tree -OSBS_029.tif,177,308,214,343,Tree -OSBS_029.tif,239,306,279,342,Tree -OSBS_029.tif,275,332,310,374,Tree -OSBS_029.tif,53,192,90,238,Tree -OSBS_029.tif,115,64,151,103,Tree -OSBS_029.tif,53,69,96,117,Tree -OSBS_029.tif,263,243,289,282,Tree -OSBS_029.tif,331,42,369,87,Tree -OSBS_029.tif,252,47,283,87,Tree -OSBS_029.tif,291,89,333,138,Tree -OSBS_029.tif,288,136,315,167,Tree -OSBS_029.tif,203,88,247,139,Tree -OSBS_029.tif,257,198,289,232,Tree -OSBS_029.tif,31,341,58,372,Tree -OSBS_029.tif,19,368,52,400,Tree -OSBS_029.tif,1,261,31,296,Tree -OSBS_029.tif,73,241,113,287,Tree -OSBS_029.tif,60,292,96,332,Tree -OSBS_029.tif,89,362,114,390,Tree -OSBS_029.tif,236,132,253,152,Tree -OSBS_029.tif,316,174,346,214,Tree -OSBS_029.tif,220,208,251,244,Tree +image_path,label,geometry +OSBS_029.tif,Tree,"POLYGON ((227 67, 227 90, 203 90, 203 67, 227 67))" +OSBS_029.tif,Tree,"POLYGON ((288 99, 288 140, 256 140, 256 99, 288 99))" +OSBS_029.tif,Tree,"POLYGON ((225 253, 225 304, 166 304, 166 253, 225 253))" +OSBS_029.tif,Tree,"POLYGON ((400 2, 400 27, 365 27, 365 2, 400 2))" +OSBS_029.tif,Tree,"POLYGON ((349 13, 349 47, 312 47, 312 13, 349 13))" +OSBS_029.tif,Tree,"POLYGON ((400 21, 400 70, 365 70, 365 21, 400 21))" +OSBS_029.tif,Tree,"POLYGON ((312 1, 312 37, 278 37, 278 1, 312 1))" +OSBS_029.tif,Tree,"POLYGON ((400 204, 400 246, 364 246, 364 204, 400 204))" +OSBS_029.tif,Tree,"POLYGON ((121 117, 121 145, 90 145, 90 117, 121 117))" +OSBS_029.tif,Tree,"POLYGON ((150 109, 150 152, 115 152, 115 109, 150 109))" +OSBS_029.tif,Tree,"POLYGON ((199 155, 199 191, 161 191, 161 155, 199 155))" +OSBS_029.tif,Tree,"POLYGON ((160 153, 160 192, 120 192, 120 153, 160 153))" +OSBS_029.tif,Tree,"POLYGON ((375 290, 375 320, 349 320, 349 290, 375 290))" +OSBS_029.tif,Tree,"POLYGON ((53 153, 53 217, 1 217, 1 153, 53 153))" +OSBS_029.tif,Tree,"POLYGON ((41 218, 41 254, 1 254, 1 218, 41 218))" +OSBS_029.tif,Tree,"POLYGON ((117 143, 117 190, 65 190, 65 143, 117 143))" +OSBS_029.tif,Tree,"POLYGON ((400 78, 400 110, 368 110, 368 78, 400 78))" +OSBS_029.tif,Tree,"POLYGON ((203 95, 203 156, 149 156, 149 95, 203 95))" +OSBS_029.tif,Tree,"POLYGON ((190 195, 190 229, 154 229, 154 195, 190 195))" +OSBS_029.tif,Tree,"POLYGON ((153 195, 153 244, 103 244, 103 195, 153 195))" +OSBS_029.tif,Tree,"POLYGON ((75 377, 75 400, 49 400, 49 377, 75 377))" +OSBS_029.tif,Tree,"POLYGON ((151 367, 151 400, 116 400, 116 367, 151 367))" +OSBS_029.tif,Tree,"POLYGON ((253 243, 253 267, 234 267, 234 243, 253 243))" +OSBS_029.tif,Tree,"POLYGON ((337 367, 337 400, 292 400, 292 367, 337 367))" +OSBS_029.tif,Tree,"POLYGON ((374 336, 374 384, 333 384, 333 336, 374 336))" +OSBS_029.tif,Tree,"POLYGON ((39 13, 39 62, 1 62, 1 13, 39 13))" +OSBS_029.tif,Tree,"POLYGON ((40 65, 40 106, 1 106, 1 65, 40 65))" +OSBS_029.tif,Tree,"POLYGON ((102 3, 102 57, 50 57, 50 3, 102 3))" +OSBS_029.tif,Tree,"POLYGON ((130 36, 130 68, 102 68, 102 36, 130 36))" +OSBS_029.tif,Tree,"POLYGON ((180 5, 180 38, 156 38, 156 5, 180 5))" +OSBS_029.tif,Tree,"POLYGON ((231 1, 231 40, 186 40, 186 1, 231 1))" +OSBS_029.tif,Tree,"POLYGON ((400 260, 400 305, 382 305, 382 260, 400 260))" +OSBS_029.tif,Tree,"POLYGON ((363 128, 363 161, 331 161, 331 128, 363 128))" +OSBS_029.tif,Tree,"POLYGON ((360 84, 360 118, 332 118, 332 84, 360 84))" +OSBS_029.tif,Tree,"POLYGON ((393 115, 393 146, 363 146, 363 115, 393 115))" +OSBS_029.tif,Tree,"POLYGON ((149 263, 149 307, 117 307, 117 263, 149 263))" +OSBS_029.tif,Tree,"POLYGON ((155 309, 155 371, 100 371, 100 309, 155 309))" +OSBS_029.tif,Tree,"POLYGON ((214 359, 214 398, 179 398, 179 359, 214 359))" +OSBS_029.tif,Tree,"POLYGON ((231 340, 231 374, 199 374, 199 340, 231 340))" +OSBS_029.tif,Tree,"POLYGON ((214 308, 214 343, 177 343, 177 308, 214 308))" +OSBS_029.tif,Tree,"POLYGON ((279 306, 279 342, 239 342, 239 306, 279 306))" +OSBS_029.tif,Tree,"POLYGON ((310 332, 310 374, 275 374, 275 332, 310 332))" +OSBS_029.tif,Tree,"POLYGON ((90 192, 90 238, 53 238, 53 192, 90 192))" +OSBS_029.tif,Tree,"POLYGON ((151 64, 151 103, 115 103, 115 64, 151 64))" +OSBS_029.tif,Tree,"POLYGON ((96 69, 96 117, 53 117, 53 69, 96 69))" +OSBS_029.tif,Tree,"POLYGON ((289 243, 289 282, 263 282, 263 243, 289 243))" +OSBS_029.tif,Tree,"POLYGON ((369 42, 369 87, 331 87, 331 42, 369 42))" +OSBS_029.tif,Tree,"POLYGON ((283 47, 283 87, 252 87, 252 47, 283 47))" +OSBS_029.tif,Tree,"POLYGON ((333 89, 333 138, 291 138, 291 89, 333 89))" +OSBS_029.tif,Tree,"POLYGON ((315 136, 315 167, 288 167, 288 136, 315 136))" +OSBS_029.tif,Tree,"POLYGON ((247 88, 247 139, 203 139, 203 88, 247 88))" +OSBS_029.tif,Tree,"POLYGON ((289 198, 289 232, 257 232, 257 198, 289 198))" +OSBS_029.tif,Tree,"POLYGON ((58 341, 58 372, 31 372, 31 341, 58 341))" +OSBS_029.tif,Tree,"POLYGON ((52 368, 52 400, 19 400, 19 368, 52 368))" +OSBS_029.tif,Tree,"POLYGON ((31 261, 31 296, 1 296, 1 261, 31 261))" +OSBS_029.tif,Tree,"POLYGON ((113 241, 113 287, 73 287, 73 241, 113 241))" +OSBS_029.tif,Tree,"POLYGON ((96 292, 96 332, 60 332, 60 292, 96 292))" +OSBS_029.tif,Tree,"POLYGON ((114 362, 114 390, 89 390, 89 362, 114 362))" +OSBS_029.tif,Tree,"POLYGON ((253 132, 253 152, 236 152, 236 132, 253 132))" +OSBS_029.tif,Tree,"POLYGON ((346 174, 346 214, 316 214, 316 174, 346 174))" +OSBS_029.tif,Tree,"POLYGON ((251 208, 251 244, 220 244, 220 208, 251 208))" diff --git a/tests/output/empty/OSBS_029.csv b/tests/output/empty/OSBS_029.csv deleted file mode 100644 index 5e2d37e3..00000000 --- a/tests/output/empty/OSBS_029.csv +++ /dev/null @@ -1,10 +0,0 @@ -image_path,xmin,ymin,xmax,ymax,label -OSBS_029_0.png,0,0,0,0,Tree -OSBS_029_1.png,0,0,0,0,Tree -OSBS_029_2.png,0,0,0,0,Tree -OSBS_029_3.png,0,0,0,0,Tree -OSBS_029_4.png,0,0,0,0,Tree -OSBS_029_5.png,0,0,0,0,Tree -OSBS_029_6.png,0,0,0,0,Tree -OSBS_029_7.png,0,0,0,0,Tree -OSBS_029_8.png,0,0,0,0,Tree diff --git a/tests/output/empty/OSBS_029_0.png b/tests/output/empty/OSBS_029_0.png 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+@pytest.fixture() +def geodataframe(): + csv_file = get_data("OSBS_029.csv") + annotations = utilities.read_file(csv_file) + return annotations @pytest.fixture() def image(config): @@ -41,64 +49,49 @@ def image(config): def test_compute_windows(config, image): windows = preprocess.compute_windows(image, config["patch_size"], config["patch_overlap"]) - assert len(windows) == 9 + assert len(windows) == 4 def test_select_annotations(config, image): - windows = preprocess.compute_windows(image, config["patch_size"], - config["patch_overlap"]) - image_annotations = pd.read_csv("tests/data/OSBS_029.csv") - selected_annotations = preprocess.select_annotations(image_annotations, - windows, - index=7) + windows = preprocess.compute_windows(image, patch_size=300, patch_overlap=0.5) + csv_file = get_data("OSBS_029.csv") + image_annotations = utilities.read_file(csv_file) - # Returns a 5 column matrix - assert selected_annotations.shape[0] == 17 - - # image name should be name of image plus the index .tif - assert selected_annotations.image_path.unique()[0] == "OSBS_029_7.png" - - -def test_select_annotations_tile(config, image): - config["patch_size"] = 50 - windows = preprocess.compute_windows(image, config["patch_size"], - config["patch_overlap"]) - image_annotations = pd.read_csv("tests/data/OSBS_029.csv") selected_annotations = preprocess.select_annotations(image_annotations, - windows, - index=10) + window = windows[0]) # The largest box cannot be off the edge of the window - assert selected_annotations.xmin.min() >= 0 - assert selected_annotations.ymin.min() >= 0 - assert selected_annotations.xmax.max() <= config["patch_size"] - assert selected_annotations.ymax.max() <= config["patch_size"] - + assert selected_annotations.geometry.bounds.minx.min() >= 0 + assert selected_annotations.geometry.bounds.miny.min() >= 0 + assert selected_annotations.geometry.bounds.maxx.max() <= 300 + assert selected_annotations.geometry.bounds.maxy.max() <= 300 @pytest.mark.parametrize("input_type", ["path", "dataframe"]) -def test_split_raster(config, tmpdir, input_type): +def test_split_raster(config, tmpdir, input_type, geodataframe): """Split raster into crops with overlaps to maintain all annotations""" +<<<<<<< HEAD raster = get_data("2019_YELL_2_528000_4978000_image_crop2.png") annotations = utilities.read_pascal_voc( get_data("2019_YELL_2_528000_4978000_image_crop2.xml")) annotations.to_csv("{}/example.csv".format(tmpdir), index=False) #annotations.label = 0 +======= +>>>>>>> squashed into one geotype commit if input_type == "path": - annotations_file = "{}/example.csv".format(tmpdir) + annotations_file = get_data("OSBS_029.csv") else: - annotations_file = annotations + annotations_file = geodataframe - output_annotations = preprocess.split_raster(path_to_raster=raster, + output_annotations = preprocess.split_raster(path_to_raster=get_data("OSBS_029.tif"), annotations_file=annotations_file, base_dir=tmpdir, - patch_size=500, + patch_size=300, patch_overlap=0) - # Returns a 6 column pandas array + # Returns a 7 column pandas array assert not output_annotations.empty - assert output_annotations.shape[1] == 6 - + assert output_annotations.shape[1] == 3 def test_split_raster_no_annotations(config, tmpdir): """Split raster into crops with overlaps to maintain all annotations""" raster = get_data("2019_YELL_2_528000_4978000_image_crop2.png") @@ -117,6 +110,7 @@ def test_split_raster_no_annotations(config, tmpdir): assert os.path.exists(crop) +<<<<<<< HEAD def test_split_raster_empty_crops(config, tmpdir): """Split raster into crops with overlaps to maintain all annotations, allow empty crops""" raster = get_data("2019_YELL_2_528000_4978000_image_crop2.png") @@ -140,24 +134,23 @@ def test_split_raster_empty_crops(config, tmpdir): def test_split_raster_from_image(config, tmpdir): +======= +def test_split_raster_from_image(config, tmpdir, geodataframe): +>>>>>>> squashed into one geotype commit r = rasterio.open(config["path_to_raster"]).read() r = np.rollaxis(r, 0, 3) annotations_file = preprocess.split_raster( numpy_image=r, - annotations_file=config["annotations_file"], + annotations_file=geodataframe, save_dir=tmpdir, patch_size=config["patch_size"], patch_overlap=config["patch_overlap"], image_name="OSBS_029.tif") - # Returns a 6 column pandas array - assert annotations_file.shape[1] == 6 + assert not annotations_file.empty - -def test_split_raster_empty(config): - # Clean output folder - for f in glob.glob("tests/output/empty/*"): - os.remove(f) +@pytest.mark.parametrize("allow_empty", [True, False]) +def test_split_raster_empty(tmpdir, config, allow_empty): # Blank annotations file blank_annotations = pd.DataFrame({ @@ -168,44 +161,41 @@ def test_split_raster_empty(config): "ymax": [0], "label": ["Tree"] }) - blank_annotations.to_csv("tests/data/blank_annotations.csv", index=False) + blank_annotations.to_csv(tmpdir.join("blank_annotations.csv").strpath, index=False) # Ignore blanks + if not allow_empty: + with pytest.raises(ValueError): + annotations_file = preprocess.split_raster( + path_to_raster=config["path_to_raster"], + annotations_file=tmpdir.join("blank_annotations.csv").strpath, + base_dir=tmpdir, + patch_size=config["patch_size"], + patch_overlap=config["patch_overlap"], + allow_empty=allow_empty) + else: + annotations_file = preprocess.split_raster( + path_to_raster=config["path_to_raster"], + annotations_file=tmpdir.join("blank_annotations.csv").strpath, + base_dir=tmpdir, + patch_size=config["patch_size"], + patch_overlap=config["patch_overlap"], + allow_empty=allow_empty) + assert annotations_file.shape[0] == 4 + assert tmpdir.join("OSBS_029_1.png").exists() + +def test_split_size_error(config, tmpdir, geodataframe): with pytest.raises(ValueError): annotations_file = preprocess.split_raster( path_to_raster=config["path_to_raster"], - annotations_file="tests/data/blank_annotations.csv", - base_dir="tests/output/empty/", - patch_size=config["patch_size"], - patch_overlap=config["patch_overlap"], - allow_empty=False) - assert annotations_file.shape[0] == 0 - assert not os.path.exists("tests/output/empty/OSBS_029_1.png") - - # Include blanks - annotations_file = preprocess.split_raster( - path_to_raster=config["path_to_raster"], - annotations_file="tests/data/blank_annotations.csv", - base_dir="tests/output/empty/", - patch_size=config["patch_size"], - patch_overlap=config["patch_overlap"], - allow_empty=True) - assert annotations_file.shape[0] > 0 - assert os.path.exists("tests/output/empty/OSBS_029_1.png") - - -def test_split_size_error(config, tmpdir): - with pytest.raises(ValueError): - annotations_file = preprocess.split_raster( - path_to_raster=config["path_to_raster"], - annotations_file=config["annotations_file"], + annotations_file=geodataframe, base_dir=tmpdir, patch_size=2000, patch_overlap=config["patch_overlap"]) @pytest.mark.parametrize("orders", [(4, 400, 400), (400, 400, 4)]) -def test_split_raster_4_band_warns(config, tmpdir, orders): +def test_split_raster_4_band_warns(config, tmpdir, orders, geodataframe): """Test rasterio channel order (400, 400, 4) C x H x W (4, 400, 400) wrong channel order, H x W x C @@ -217,8 +207,122 @@ def test_split_raster_4_band_warns(config, tmpdir, orders): with pytest.warns(UserWarning): preprocess.split_raster(numpy_image=numpy_image, - annotations_file=config["annotations_file"], + annotations_file=geodataframe, save_dir=tmpdir, patch_size=config["patch_size"], patch_overlap=config["patch_overlap"], image_name="OSBS_029.tif") + +# Test split_raster with point annotations file +def test_split_raster_with_point_annotations(tmpdir, config): + # Create a temporary point annotations file + annotations = pd.DataFrame({ + "image_path": ["OSBS_029.tif", "OSBS_029.tif"], + "x": [100, 200], + "y": [100, 200], + "label": ["Tree", "Tree"] + }) + annotations_file = tmpdir.join("point_annotations.csv") + annotations.to_csv(annotations_file, index=False) + + # Call split_raster function + preprocess.split_raster(annotations_file=annotations_file.strpath, path_to_raster=config["path_to_raster"], save_dir=tmpdir) + + # Assert that the output annotations file is created + assert tmpdir.join("OSBS_029_0.png").exists() + +# Test split_raster with box annotations file +def test_split_raster_with_box_annotations(tmpdir, config): + # Create a temporary box annotations file + annotations = pd.DataFrame({ + "image_path": ["OSBS_029.tif", "OSBS_029.tif"], + "xmin": [100, 200], + "ymin": [100, 200], + "xmax": [200, 300], + "ymax": [200, 300], + "label": ["Tree", "Tree"] + }) + annotations_file = tmpdir.join("box_annotations.csv") + annotations.to_csv(annotations_file, index=False) + + # Call split_raster function + preprocess.split_raster(annotations_file=annotations_file.strpath, path_to_raster=config["path_to_raster"], save_dir=tmpdir) + + # Assert that the output annotations file is created + assert tmpdir.join("OSBS_029_0.png").exists() + +# Test split_raster with polygon annotations file +def test_split_raster_with_polygon_annotations(tmpdir, config): + # Create a temporary polygon annotations file with a polygon in WKT format + sample_geometry = [geometry.Polygon([(0, 0), (0, 2), (1, 1), (1, 0), (0, 0)]), geometry.Polygon([(2, 2), (2, 4), (3, 3), (3, 2), (2, 2)])] + annotations = pd.DataFrame({ + "image_path": ["OSBS_029.tif", "OSBS_029.tif"], + "polygon": [sample_geometry[0].wkt, sample_geometry[1].wkt], + "label": ["Tree", "Tree"] + }) + annotations_file = tmpdir.join("polygon_annotations.csv") + annotations.to_csv(annotations_file, index=False) + + # Call split_raster function + split_annotations = preprocess.split_raster(annotations_file=annotations_file.strpath, path_to_raster=config["path_to_raster"], save_dir=tmpdir) + + assert not split_annotations.empty + + # Assert that the output annotations file is created + assert tmpdir.join("OSBS_029_0.png").exists() + +def test_split_raster_from_csv(tmpdir): + """Read in annotations, convert to a projected shapefile, read back in and crop, the output annotations should still be mantained in logical place""" + annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") + path_to_raster = get_data("2018_SJER_3_252000_4107000_image_477.tif") + + # Check original data + split_annotations = preprocess.split_raster( + annotations_file=annotations, + path_to_raster=path_to_raster, + save_dir=tmpdir, + root_dir=os.path.dirname(path_to_raster), + patch_size=300) + assert not split_annotations.empty + + # Plot labels + images = visualize.plot_prediction_dataframe(split_annotations, root_dir=tmpdir, savedir=tmpdir) + + for image in images: + im = Image.open(image) + im.show() + +def test_split_raster_from_shp(tmpdir): + annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") + path_to_raster = get_data("2018_SJER_3_252000_4107000_image_477.tif") + gdf = utilities.read_file(annotations) + geo_coords = utilities.image_to_geo_coordinates(gdf, root_dir=os.path.dirname(path_to_raster)) + annotations_file = tmpdir.join("projected_annotations.shp").strpath + geo_coords.to_file(annotations_file) + + # Call split_raster function + split_annotations = preprocess.split_raster( + annotations_file=annotations_file, + path_to_raster=path_to_raster, save_dir=tmpdir, root_dir=os.path.dirname(path_to_raster), patch_size=300) + + assert not split_annotations.empty + + # Plot labels + images = visualize.plot_prediction_dataframe(split_annotations, root_dir=tmpdir, savedir=tmpdir) + + for image in images: + im = Image.open(image) + im.show() + +# def test_view_annotation_split(tmpdir, config): +# """Test that the split annotations can be visualized and mantain location, turn show to True for debugging interactively""" +# annotations = get_data("2019_YELL_2_541000_4977000_image_crop.xml") +# gdf = utilities.read_file(annotations) +# path_to_raster = get_data("2019_YELL_2_541000_4977000_image_crop.png") +# split_annotations = preprocess.split_raster(gdf, path_to_raster=path_to_raster, save_dir=tmpdir, patch_size=300, patch_overlap=0.5) +# images = visualize.plot_prediction_dataframe(split_annotations, root_dir=tmpdir, savedir=tmpdir) +# # View the images +# for image in images: +# im = Image.open(image) +# im.show() + diff --git a/tests/test_utilities.py b/tests/test_utilities.py index 5886126f..bb3442ce 100644 --- a/tests/test_utilities.py +++ b/tests/test_utilities.py @@ -4,13 +4,17 @@ import pytest import pandas as pd import rasterio as rio +from rasterio.plot import show +from rasterio import warp from shapely import geometry import geopandas as gpd +from matplotlib import pyplot as plt from deepforest import get_data -from deepforest import utilities +from deepforest import utilities, visualize from deepforest import main + #import general model fixture from .conftest import download_release import requests @@ -20,20 +24,19 @@ import asyncio from aiolimiter import AsyncLimiter + +from PIL import Image + @pytest.fixture() def config(): config = utilities.read_config("deepforest_config.yml") return config - def test_read_pascal_voc(): annotations = utilities.read_pascal_voc( xml_path=get_data("OSBS_029.xml")) print(annotations.shape) - assert annotations.shape == (61, 6) - - # bounding box extents should be int - assert annotations["xmin"].dtype == np.int64 + assert annotations.shape[0] == 61 def test_use_release(download_release): # Download latest model from github release @@ -55,16 +58,15 @@ def test_project_boxes(): df = pd.read_csv(csv_file) gdf = utilities.project_boxes(df, root_dir=os.path.dirname(csv_file)) - assert df.shape[0] == gdf.shape[0] - -def test_shapefile_to_annotations_convert_to_boxes(tmpdir): +def test_read_file(tmpdir): sample_geometry = [geometry.Point(404211.9 + 10,3285102 + 20),geometry.Point(404211.9 + 20,3285102 + 20)] labels = ["Tree","Tree"] df = pd.DataFrame({"geometry":sample_geometry,"label":labels}) gdf = gpd.GeoDataFrame(df, geometry="geometry", crs="EPSG:32617") + gdf["geometry"] = [geometry.box(left, bottom, right, top) for left, bottom, right, top in gdf.geometry.buffer(0.5).bounds.values] + gdf["image_path"] = get_data("OSBS_029.tif") gdf.to_file("{}/annotations.shp".format(tmpdir)) - image_path = get_data("OSBS_029.tif") - shp = utilities.shapefile_to_annotations(shapefile="{}/annotations.shp".format(tmpdir), rgb=image_path, savedir=tmpdir, geometry_type="point") + shp = utilities.read_file(input="{}/annotations.shp".format(tmpdir)) assert shp.shape[0] == 2 def test_shapefile_to_annotations_convert_unprojected_to_boxes(tmpdir): @@ -88,47 +90,353 @@ def test_shapefile_to_annotations_invalid_epsg(tmpdir): with pytest.raises(ValueError): shp = utilities.shapefile_to_annotations(shapefile="{}/annotations.shp".format(tmpdir), rgb=image_path, savedir=tmpdir, geometry_type="bbox") -def test_shapefile_to_annotations(tmpdir): +def test_read_file_boxes_projected(tmpdir): sample_geometry = [geometry.Point(404211.9 + 10,3285102 + 20),geometry.Point(404211.9 + 20,3285102 + 20)] labels = ["Tree","Tree"] df = pd.DataFrame({"geometry":sample_geometry,"label":labels}) gdf = gpd.GeoDataFrame(df, geometry="geometry", crs="EPSG:32617") gdf["geometry"] = [geometry.box(left, bottom, right, top) for left, bottom, right, top in gdf.geometry.buffer(0.5).bounds.values] - - gdf.to_file("{}/annotations.shp".format(tmpdir)) image_path = get_data("OSBS_029.tif") - shp = utilities.shapefile_to_annotations(shapefile="{}/annotations.shp".format(tmpdir), rgb=image_path, savedir=tmpdir, geometry_type="bbox") + gdf["image_path"] = image_path + gdf.to_file("{}/test_read_file_boxes_projected.shp".format(tmpdir)) + image_path = get_data("OSBS_029.tif") + + shp = utilities.read_file(input="{}/test_read_file_boxes_projected.shp".format(tmpdir)) assert shp.shape[0] == 2 -def test_shapefile_to_annotations_incorrect_crs(tmpdir): +def test_read_file_polygons_projected(tmpdir): sample_geometry = [geometry.Point(404211.9 + 10,3285102 + 20),geometry.Point(404211.9 + 20,3285102 + 20)] - labels = ["Tree","Tree"] - df = pd.DataFrame({"geometry":sample_geometry,"label":labels}) - gdf = gpd.GeoDataFrame(df, geometry="geometry", crs="EPSG:32618") - gdf["geometry"] = [geometry.box(left, bottom, right, top) for left, bottom, right, top in gdf.geometry.buffer(0.5).bounds.values] - - gdf.to_file("{}/annotations.shp".format(tmpdir)) + labels = ["Tree", "Tree"] + df = pd.DataFrame({"geometry": sample_geometry, "label": labels}) + gdf = gpd.GeoDataFrame(df, geometry="geometry", crs="EPSG:32617") + gdf["geometry"] = [geometry.Polygon([(left, bottom), (left, top), (right, top), (right, bottom)]) for left, bottom, right, top in gdf.geometry.buffer(0.5).bounds.values] + image_path = get_data("OSBS_029.tif") + gdf["image_path"] = image_path + gdf.to_file("{}/test_read_file_polygons_projected.shp".format(tmpdir)) + shp = utilities.read_file(input="{}/test_read_file_polygons_projected.shp".format(tmpdir)) + assert shp.shape[0] == 2 + +def test_read_file_points_projected(tmpdir): + sample_geometry = [geometry.Point(404211.9 + 10,3285102 + 20),geometry.Point(404211.9 + 20,3285102 + 20)] + labels = ["Tree", "Tree"] + df = pd.DataFrame({"geometry": sample_geometry, "label": labels}) + gdf = gpd.GeoDataFrame(df, geometry="geometry", crs="EPSG:32617") image_path = get_data("OSBS_029.tif") + gdf["image_path"] = image_path + gdf.to_file("{}/test_read_file_points_projected.shp".format(tmpdir)) + shp = utilities.read_file(input="{}/test_read_file_points_projected.shp".format(tmpdir)) + assert shp.shape[0] == 2 + assert shp.geometry.iloc[0].type == "Point" + +def test_read_file_boxes_unprojected(tmpdir): + # Create a sample GeoDataFrame with box geometries + sample_geometry = [geometry.box(0, 0, 1, 1), geometry.box(2, 2, 3, 3)] + labels = ["Tree", "Tree"] + df = pd.DataFrame({"geometry": sample_geometry, "label": labels}) + gdf = gpd.GeoDataFrame(df, geometry="geometry") + image_path = get_data("OSBS_029.png") + gdf["image_path"] = image_path + gdf.to_file("{}/test_read_file_boxes_unprojected.shp".format(tmpdir)) + annotations = utilities.read_file(input="{}/test_read_file_boxes_unprojected.shp".format(tmpdir)) + + # Assert the expected number of annotations and geometry type + assert annotations.shape[0] == 2 + assert annotations.geometry.iloc[0].type == "Polygon" + +def test_read_file_points_unprojected(tmpdir): + # Create a sample GeoDataFrame with point geometries + sample_geometry = [geometry.Point(0.5, 0.5), geometry.Point(2.5, 2.5)] + labels = ["Tree", "Tree"] + df = pd.DataFrame({"geometry": sample_geometry, "label": labels}) + gdf = gpd.GeoDataFrame(df, geometry="geometry") + image_path = get_data("OSBS_029.png") + gdf["image_path"] = image_path + gdf.to_file("{}/test_read_file_points_unprojected.shp".format(tmpdir)) + + annotations = utilities.read_file(input="{}/test_read_file_points_unprojected.shp".format(tmpdir)) + + # Assert the expected number of annotations + assert annotations.shape[0] == 2 + assert annotations.geometry.iloc[0].type == "Point" + +def test_read_file_polygons_unprojected(tmpdir): + # Create a sample GeoDataFrame with polygon geometries with 6 points + sample_geometry = [geometry.Polygon([(0, 0), (0, 2), (1, 1), (1, 0), (0, 0)]), geometry.Polygon([(2, 2), (2, 4), (3, 3), (3, 2), (2, 2)])] + + labels = ["Tree", "Tree"] + df = pd.DataFrame({"geometry": sample_geometry, "label": labels}) + gdf = gpd.GeoDataFrame(df, geometry="geometry") + image_path = get_data("OSBS_029.png") + gdf["image_path"] = image_path + gdf.to_file("{}/test_read_file_polygons_unprojected.shp".format(tmpdir)) + + # Call the function under test + annotations = utilities.read_file(input="{}/test_read_file_polygons_unprojected.shp".format(tmpdir)) + + # Assert the expected number of annotations + assert annotations.shape[0] == 2 + assert annotations.geometry.iloc[0].type == "Polygon" + +def test_crop_raster_valid_crop(tmpdir): + rgb_path = get_data("2018_SJER_3_252000_4107000_image_477.tif") + raster_bounds = rio.open(rgb_path).bounds + + # Define the bounds for cropping + bounds = (raster_bounds[0] + 10, raster_bounds[1] + 10, raster_bounds[0] + 30, raster_bounds[1] + 30) + + # Call the function under test + result = utilities.crop_raster(bounds, rgb_path=rgb_path, savedir=tmpdir, filename="crop") + + # Assert the output filename + expected_filename = str(tmpdir.join("crop.tif")) + assert result == expected_filename + + # Assert the saved crop + with rio.open(result) as src: + # Round to nearest integer to avoid floating point errors + assert np.round(src.bounds[2] - src.bounds[0]) == 20 + assert np.round(src.bounds[3] - src.bounds[1]) == 20 + assert src.count == 3 + assert src.dtypes == ("uint8", "uint8", "uint8") + +def test_crop_raster_invalid_crop(tmpdir): + rgb_path = get_data("2018_SJER_3_252000_4107000_image_477.tif") + raster_bounds = rio.open(rgb_path).bounds + + # Define the bounds for cropping + bounds = (raster_bounds[0] - 100, raster_bounds[1] - 100, raster_bounds[0] - 30, raster_bounds[1] - 30) + + # Call the function under test with pytest.raises(ValueError): - shp = utilities.shapefile_to_annotations(shapefile="{}/annotations.shp".format(tmpdir), rgb=image_path, savedir=tmpdir, geometry_type="bbox") -def test_boxes_to_shapefile_projected(m): - img = get_data("OSBS_029.tif") - r = rio.open(img) - df = m.predict_image(path=img) - gdf = utilities.boxes_to_shapefile(df, root_dir=os.path.dirname(img), projected=True) + result = utilities.crop_raster(bounds, rgb_path=rgb_path, savedir=tmpdir, filename="crop") + +def test_crop_raster_no_savedir(tmpdir): + rgb_path = get_data("2018_SJER_3_252000_4107000_image_477.tif") + raster_bounds = rio.open(rgb_path).bounds - #Confirm that each boxes within image bounds - geom = geometry.box(*r.bounds) - assert all(gdf.geometry.apply(lambda x: geom.intersects(geom)).values) + # Define the bounds for cropping + bounds = (int(raster_bounds[0] + 10), int(raster_bounds[1] + 10), int(raster_bounds[0] + 20), int(raster_bounds[1] + 20)) + + # Call the function under test + result = utilities.crop_raster(bounds, rgb_path=rgb_path) + + # Assert out is a output numpy array + assert isinstance(result, np.ndarray) + +def test_crop_raster_png_unprojected(tmpdir): + # Define the bounds for cropping + bounds = (0, 0, 100, 100) + + # Set the paths + rgb_path = get_data("OSBS_029.png") + savedir = str(tmpdir) + filename = "crop" + + # Call the function under test + result = utilities.crop_raster(bounds, rgb_path=rgb_path, savedir=savedir, filename=filename, driver="PNG") + + # Assert the output filename + expected_filename = os.path.join(savedir, "crop.png") + assert result == expected_filename + + # Assert the saved crop + with rio.open(result) as src: + # Assert the driver is PNG + assert src.driver == "PNG" + + # Assert the crs is not present + assert src.crs is None + +def test_geo_to_image_coordinates_UTM_N(tmpdir): + """Read in a csv file, make a projected shapefile, convert to image coordinates and view the results""" + annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") + path_to_raster = get_data("2018_SJER_3_252000_4107000_image_477.tif") + src = rio.open(path_to_raster) + original = utilities.read_file(annotations) + assert original.crs is None + + geo_coords = utilities.image_to_geo_coordinates(original, root_dir=os.path.dirname(path_to_raster)) + assert geo_coords.crs == src.crs + src_window = geometry.box(*src.bounds) + + # fig, ax = plt.subplots(figsize=(10, 10)) + # gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + # geo_coords.plot(ax=ax, color="red") + # plt.show() + + assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] + + # Convert to image coordinates + image_coords = utilities.geo_to_image_coordinates(geo_coords, image_bounds=src.bounds, image_resolution=src.res[0]) + assert image_coords.crs is None + + #Confirm overlap + numpy_image = src.read() + channels, height, width = numpy_image.shape + numpy_window = geometry.box(0, 0, width, height) + assert image_coords[image_coords.intersects(numpy_window)].shape[0] == pd.read_csv(annotations).shape[0] + + images = visualize.plot_prediction_dataframe(image_coords, root_dir=os.path.dirname(path_to_raster), savedir=tmpdir) + # Confirm the image coordinates are correct + for image in images: + im = Image.open(image) + im.show() + +def test_geo_to_image_coordinates_UTM_S(tmpdir): + """Read in a csv file, make a projected shapefile, convert to image coordinates and view the results""" + annotations = get_data("australia.shp") + path_to_raster = get_data("australia.tif") + src = rio.open(path_to_raster) - #Edge case, only one row in predictions - gdf = utilities.boxes_to_shapefile(df.iloc[:1,], root_dir=os.path.dirname(img), projected=True) - assert gdf.shape[0] == 1 + geo_coords = gpd.read_file(annotations) + src_window = geometry.box(*src.bounds) + #fig, ax = plt.subplots(figsize=(10, 10)) + #gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + #geo_coords.plot(ax=ax, color="red") + #plt.show() + + assert geo_coords[geo_coords.intersects(src_window)].shape[0] == gpd.read_file(annotations).shape[0] + + # Convert to image coordinates + image_coords = utilities.geo_to_image_coordinates(geo_coords, image_bounds=src.bounds, image_resolution=src.res[0]) + assert image_coords.crs is None + + #Confirm overlap + numpy_image = src.read() + channels, height, width = numpy_image.shape + numpy_window = geometry.box(0, 0, width, height) + assert image_coords[image_coords.intersects(numpy_window)].shape[0] == gpd.read_file(annotations).shape[0] + + images = visualize.plot_prediction_dataframe(image_coords, root_dir=os.path.dirname(path_to_raster), savedir=tmpdir) + # Confirm the image coordinates are correct + for image in images: + im = Image.open(image) + im.show() + +def test_image_to_geo_coordinates(tmpdir): + annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") + path_to_raster = get_data("2018_SJER_3_252000_4107000_image_477.tif") + + # Convert to image coordinates + gdf = utilities.read_file(annotations) + images = visualize.plot_prediction_dataframe(gdf, root_dir=os.path.dirname(path_to_raster), savedir=tmpdir) + + # Confirm it has no crs + assert gdf.crs is None -def test_boxes_to_shapefile_projected_from_predict_tile(m): + # Confirm the image coordinates are correct + for image in images: + im = Image.open(image) + im.show(title="before") + + # Convert to geo coordinates + src = rio.open(path_to_raster) + geo_coords = utilities.image_to_geo_coordinates(gdf, root_dir=os.path.dirname(path_to_raster)) + src_window = geometry.box(*src.bounds) + assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] + + # Plot using geopandas + fig, ax = plt.subplots(figsize=(10, 10)) + gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + geo_coords.plot(ax=ax, color="red", alpha=0.2) + show(src, ax=ax) + plt.show() + +def test_image_to_geo_coordinates_boxes(tmpdir): + annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") + path_to_raster = get_data("2018_SJER_3_252000_4107000_image_477.tif") + + # Convert to image coordinates + gdf = utilities.read_file(annotations) + images = visualize.plot_prediction_dataframe(gdf, root_dir=os.path.dirname(path_to_raster), savedir=tmpdir) + + # Confirm it has no crs + assert gdf.crs is None + + # Confirm the image coordinates are correct + for image in images: + im = Image.open(image) + im.show(title="before") + + # Convert to geo coordinates + src = rio.open(path_to_raster) + geo_coords = utilities.image_to_geo_coordinates(gdf, root_dir=os.path.dirname(path_to_raster)) + src_window = geometry.box(*src.bounds) + assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] + + # Plot using geopandas + fig, ax = plt.subplots(figsize=(10, 10)) + gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + geo_coords.plot(ax=ax, color="red", alpha=0.2) + show(src, ax=ax) + plt.show() + +def test_image_to_geo_coordinates_points(tmpdir): + annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") + path_to_raster = get_data("2018_SJER_3_252000_4107000_image_477.tif") + + # Convert to image coordinates + gdf = utilities.read_file(annotations) + gdf["geometry"] = gdf.geometry.centroid + images = visualize.plot_prediction_dataframe(gdf, root_dir=os.path.dirname(path_to_raster), savedir=tmpdir) + + # Confirm it has no crs + assert gdf.crs is None + + # Confirm the image coordinates are correct + for image in images: + im = Image.open(image) + im.show(title="before") + + # Convert to geo coordinates + src = rio.open(path_to_raster) + geo_coords = utilities.image_to_geo_coordinates(gdf, root_dir=os.path.dirname(path_to_raster)) + src_window = geometry.box(*src.bounds) + assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] + + # Plot using geopandas + fig, ax = plt.subplots(figsize=(10, 10)) + gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + geo_coords.plot(ax=ax, color="red", alpha=0.2) + show(src, ax=ax) + plt.show() + +def test_image_to_geo_coordinates_polygons(tmpdir): + annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") + path_to_raster = get_data("2018_SJER_3_252000_4107000_image_477.tif") + + # Convert to image coordinates + gdf = utilities.read_file(annotations) + # Skew boxes to make them polygons + gdf["geometry"] = gdf.geometry.skew(7,7) + images = visualize.plot_prediction_dataframe(gdf, root_dir=os.path.dirname(path_to_raster), savedir=tmpdir) + + # Confirm it has no crs + assert gdf.crs is None + + # Confirm the image coordinates are correct + for image in images: + im = Image.open(image) + im.show(title="before") + + # Convert to geo coordinates + src = rio.open(path_to_raster) + geo_coords = utilities.image_to_geo_coordinates(gdf, root_dir=os.path.dirname(path_to_raster)) + src_window = geometry.box(*src.bounds) + assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] + + # Plot using geopandas + fig, ax = plt.subplots(figsize=(10, 10)) + gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + geo_coords.plot(ax=ax, color="red", alpha=0.2) + show(src, ax=ax) + plt.show() + + +def test_boxes_to_shapefile_projected(m): img = get_data("OSBS_029.tif") r = rio.open(img) - df = m.predict_tile(raster_path=img) + df = m.predict_image(path=img) gdf = utilities.boxes_to_shapefile(df, root_dir=os.path.dirname(img), projected=True) #Confirm that each boxes within image bounds @@ -139,25 +447,6 @@ def test_boxes_to_shapefile_projected_from_predict_tile(m): gdf = utilities.boxes_to_shapefile(df.iloc[:1,], root_dir=os.path.dirname(img), projected=True) assert gdf.shape[0] == 1 -# Test unprojected data, including warning if flip_y_axis is set to True, but projected is False -@pytest.mark.parametrize("flip_y_axis", [True, False]) -@pytest.mark.parametrize("projected", [True, False]) -def test_boxes_to_shapefile_unprojected(m, flip_y_axis, projected): - img = get_data("OSBS_029.png") - r = rio.open(img) - df = m.predict_image(path=img) - - with pytest.warns(UserWarning): - gdf = utilities.boxes_to_shapefile( - df, - root_dir=os.path.dirname(img), - projected=projected, - flip_y_axis=flip_y_axis) - - # Confirm that each boxes within image bounds - geom = geometry.box(*r.bounds) - assert all(gdf.geometry.apply(lambda x: geom.intersects(geom)).values) - def url(): return [ "https://map.dfg.ca.gov/arcgis/rest/services/Base_Remote_Sensing/NAIP_2020_CIR/ImageServer/", diff --git a/tests/test_visualize.py b/tests/test_visualize.py index 3b441031..a72cdc76 100644 --- a/tests/test_visualize.py +++ b/tests/test_visualize.py @@ -7,6 +7,11 @@ import numpy as np import pandas as pd +import pandas as pd +import geopandas as gpd +from shapely import geometry + + def test_format_boxes(m): ds = m.val_dataloader() batch = next(iter(ds)) From c63aa3d5fa17beb33f0eef5c35fdee10887fccae Mon Sep 17 00:00:00 2001 From: bw4sz Date: Tue, 16 Jul 2024 07:24:04 -0700 Subject: [PATCH 02/13] rename eval and local tests pass --- deepforest/evaluate.py | 15 +++++++++++- deepforest/main.py | 51 ++++++++++++++++++++++------------------ deepforest/predict.py | 4 ++++ deepforest/visualize.py | 51 ++++++++++++++++++++++++++++++++++++++-- tests/test_evaluate.py | 26 ++++++++++---------- tests/test_main.py | 33 ++------------------------ tests/test_preprocess.py | 3 ++- tests/test_utilities.py | 44 +++++++++++++++++----------------- 8 files changed, 133 insertions(+), 94 deletions(-) diff --git a/deepforest/evaluate.py b/deepforest/evaluate.py index 98cab4f7..f48140e6 100644 --- a/deepforest/evaluate.py +++ b/deepforest/evaluate.py @@ -5,6 +5,7 @@ import numpy as np import cv2 from PIL import Image +import warnings from deepforest import IoU from deepforest import visualize @@ -17,6 +18,8 @@ def evaluate_image_boxes(predictions, ground_df, root_dir, savedir=None): Args: df: a geopandas dataframe with geometry columns + predictions: a geopandas dataframe with geometry columns + ground_df: a geopandas dataframe with geometry columns summarize: Whether to group statistics by plot and overall score image_coordinates: Whether the current boxes are in coordinate system of the image, e.g. origin (0,0) upper left. root_dir: Where to search for image names in df @@ -103,6 +106,16 @@ def __evaluate_wrapper__(predictions, """ # remove empty samples from ground truth ground_df = ground_df[~((ground_df.xmin == 0) & (ground_df.xmax == 0))] + + # Default results for blank predictions + if predictions.empty: + results = {"results": None, "box_recall": 0, "box_precision": np.nan, "class_recall": None} + return results + + # Convert pandas to geopandas if needed + if not isinstance(predictions, gpd.GeoDataFrame): + warnings.warn("Converting predictions to GeoDataFrame using geometry column") + predictions = gpd.GeoDataFrame(predictions, geometry="geometry") prediction_geometry = determine_geometry_type(predictions) if prediction_geometry == "point": @@ -245,7 +258,7 @@ def _point_recall_image_(predictions, ground_df, root_dir=None, savedir=None): raise AttributeError("savedir is {}, but root dir is None".format(savedir)) image = np.array(Image.open("{}/{}".format(root_dir, plot_name)))[:, :, ::-1] image = visualize.plot_predictions(image, df=predictions) - image = visualize.plot_points(image, df=ground_df, color=(0, 165, 255)) + image = visualize.plot_points(image, points=ground_df[["x","y"]].values, color=(0, 165, 255)) cv2.imwrite("{}/{}".format(savedir, plot_name), image) return result diff --git a/deepforest/main.py b/deepforest/main.py index af2d34a1..bbac3982 100644 --- a/deepforest/main.py +++ b/deepforest/main.py @@ -4,7 +4,7 @@ import typing import warnings -import cv2 +import geopandas as gpd import numpy as np import pandas as pd import pytorch_lightning as pl @@ -597,7 +597,10 @@ def validation_step(self, batch, batch_idx): self.log("val_{}".format(key), value, on_epoch=True) for index, result in enumerate(preds): - boxes = visualize.format_boxes(result) + # Skip empty predictions + if result["boxes"].shape[0] == 0: + continue + boxes = visualize.format_geometry(result) boxes["image_path"] = path[index] self.predictions.append(boxes) @@ -618,17 +621,17 @@ def on_validation_epoch_end(self): self.log_dict(output) self.mAP_metric.reset() - # Evaluate on validation data predictions - self.predictions_df = pd.concat(self.predictions) - - #Create a geospatial column - self.predictions_df = utilities.read_file(self.predictions_df) - - ground_df = utilities.read_file(self.config["validation"]["csv_file"]) - ground_df["label"] = ground_df.label.apply(lambda x: self.label_dict[x]) + if len(self.predictions) == 0: + return None + else: + self.predictions_df = pd.concat(self.predictions) #Evaluate every n epochs if self.current_epoch % self.config["validation"]["val_accuracy_interval"] == 0: + #Create a geospatial column + ground_df = utilities.read_file(self.config["validation"]["csv_file"]) + ground_df["label"] = ground_df.label.apply(lambda x: self.label_dict[x]) + if self.predictions_df.empty: warnings.warn("No predictions made, skipping evaluation") geom_type = utilities.determine_geometry_type(ground_df) @@ -642,19 +645,21 @@ def on_validation_epoch_end(self): iou_threshold=self.config["validation"]["iou_threshold"], savedir=None, numeric_to_label_dict=self.numeric_to_label_dict) - - # Log each key value pair of the results dict - for key, value in results.items(): - if isinstance(results, pd.DataFrame): - # Log each row in the dataframe - for index, row in value.iterrows(): - self.log("{}_Recall".format(self.numeric_to_label_dict[row["label"]]), - row["recall"]) - self.log( - "{}_Precision".format(self.numeric_to_label_dict[row["label"]]), - row["precision"]) - else: - self.log(key, value) + + # Log each key value pair of the results dict + for key, value in results.items(): + if key in ["class_recall"]: + for index, row in value.iterrows(): + self.log("{}_Recall".format(self.numeric_to_label_dict[row["label"]]), + row["recall"]) + self.log( + "{}_Precision".format(self.numeric_to_label_dict[row["label"]]), + row["precision"]) + else: + try: + self.log(key, value) + except: + pass def predict_step(self, batch, batch_idx): batch_results = self.model(batch) diff --git a/deepforest/predict.py b/deepforest/predict.py index 0caf3d1f..ca11b1d6 100644 --- a/deepforest/predict.py +++ b/deepforest/predict.py @@ -179,6 +179,10 @@ def _dataloader_wrapper_(model, results.append(prediction) results = pd.concat(results, ignore_index=True) + if results.empty: + results["geometry"] = None + return results + results = read_file(results, root_dir) if savedir: diff --git a/deepforest/visualize.py b/deepforest/visualize.py index 0a8c6ded..b37782be 100644 --- a/deepforest/visualize.py +++ b/deepforest/visualize.py @@ -9,7 +9,8 @@ import random import warnings import supervision as sv - +import shapely +from deepforest.utilities import determine_geometry_type def view_dataset(ds, savedir=None, color=None, thickness=1): """Plot annotations on images for debugging purposes. @@ -33,6 +34,28 @@ def view_dataset(ds, savedir=None, color=None, thickness=1): cv2.waitKey(0) +def format_geometry(predictions, scores=True): + """Format a retinanet prediction into a pandas dataframe for a batch of images + Args: + predictions: a list of dictionaries with keys 'boxes' and 'labels' coming from a retinanet + scores: Whether boxes come with scores, during prediction, or without scores, as in during training. + Returns: + df: a pandas dataframe + """ + # Detect geometry type + geom_type = determine_geometry_type(predictions) + + if geom_type == "box": + df = format_boxes(predictions, scores=scores) + df['geometry'] = df.apply( + lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), axis=1) + elif geom_type == "polygon": + raise ValueError("Polygon predictions are not yet supported for formatting") + elif geom_type == "point": + raise ValueError("Point predictions are not yet supported for formatting") + + return df + def format_boxes(prediction, scores=True): """Format a retinanet prediction into a pandas dataframe for a single image. @@ -43,7 +66,6 @@ def format_boxes(prediction, scores=True): Returns: df: a pandas dataframe """ - df = pd.DataFrame(prediction["boxes"].cpu().detach().numpy(), columns=["xmin", "ymin", "xmax", "ymax"]) df["label"] = prediction["labels"].cpu().detach().numpy() @@ -108,6 +130,31 @@ def plot_prediction_dataframe(df, return written_figures +def plot_points(image, points, color=None, radius=5, thickness=1): + """Plot points on an image + Args: + image: a numpy array in *BGR* color order! Channel order is channels first + points: a numpy array of shape (N, 2) representing the coordinates of the points + color: color of the points as a tuple of BGR color, e.g. orange points is (0, 165, 255) + radius: radius of the points in px + thickness: thickness of the point border line in px + Returns: + image: a numpy array with drawn points + """ + if image.shape[0] == 3: + warnings.warn("Input images must be channels last format [h, w, 3] not channels " + "first [3, h, w], using np.rollaxis(image, 0, 3) to invert!") + image = np.rollaxis(image, 0, 3) + if image.dtype == "float32": + image = image.astype("uint8") + image = image.copy() + if not color: + color = (0, 165, 255) # Default color is orange + + for point in points: + cv2.circle(image, (int(point[0]), int(point[1])), color=color, radius=radius, thickness=thickness) + + return image def plot_predictions(image, df, color=None, thickness=1): """Plot a set of boxes on an image By default this function does not show, diff --git a/tests/test_evaluate.py b/tests/test_evaluate.py index 34244877..1f1ecbf8 100644 --- a/tests/test_evaluate.py +++ b/tests/test_evaluate.py @@ -1,6 +1,7 @@ #Test evaluate #Test IoU from .conftest import download_release +from deepforest.utilities import read_file from deepforest import evaluate from deepforest import main from deepforest import get_data @@ -13,20 +14,20 @@ def test_evaluate_image(m): csv_file = get_data("OSBS_029.csv") predictions = m.predict_file(csv_file=csv_file, root_dir=os.path.dirname(csv_file)) - ground_truth = pd.read_csv(csv_file) + ground_truth = read_file(csv_file) predictions.label = 0 - result = evaluate.evaluate_image(predictions=predictions, ground_df=ground_truth, root_dir=os.path.dirname(csv_file)) + result = evaluate.evaluate_image_boxes(predictions=predictions, ground_df=ground_truth, root_dir=os.path.dirname(csv_file)) assert result.shape[0] == ground_truth.shape[0] assert sum(result.IoU) > 10 -def test_evaluate(m): +def test_evaluate_boxes(m, tmpdir): csv_file = get_data("OSBS_029.csv") predictions = m.predict_file(csv_file=csv_file, root_dir=os.path.dirname(csv_file)) predictions.label = "Tree" - ground_truth = pd.read_csv(csv_file) + ground_truth = read_file(csv_file) predictions = predictions.loc[range(10)] - results = evaluate.evaluate(predictions=predictions, ground_df=ground_truth, root_dir=os.path.dirname(csv_file)) + results = evaluate.evaluate_boxes(predictions=predictions, ground_df=ground_truth, root_dir=os.path.dirname(csv_file)) assert results["results"].shape[0] == ground_truth.shape[0] assert results["box_recall"] > 0.1 @@ -36,30 +37,30 @@ def test_evaluate(m): assert "score" in results["results"].columns assert results["results"].true_label.unique() == "Tree" -def test_evaluate_multi(): +def test_evaluate_boxes_multiclass(): csv_file = get_data("testfile_multi.csv") - ground_truth = pd.read_csv(csv_file) + ground_truth = read_file(csv_file) ground_truth["label"] = ground_truth.label.astype("category").cat.codes #Manipulate the data to create some false positives predictions = ground_truth.copy() predictions["score"] = 1 predictions.iloc[[36, 35, 34], predictions.columns.get_indexer(['label'])] - results = evaluate.evaluate(predictions=predictions, ground_df=ground_truth, root_dir=os.path.dirname(csv_file)) + results = evaluate.evaluate_boxes(predictions=predictions, ground_df=ground_truth, root_dir=os.path.dirname(csv_file)) assert results["results"].shape[0] == ground_truth.shape[0] assert results["class_recall"].shape == (2,4) -def test_evaluate_save_images(tmpdir): +def test_evaluate_boxes_save_images(tmpdir): csv_file = get_data("testfile_multi.csv") - ground_truth = pd.read_csv(csv_file) + ground_truth = read_file(csv_file) ground_truth["label"] = ground_truth.label.astype("category").cat.codes #Manipulate the data to create some false positives predictions = ground_truth.copy() predictions["score"] = 1 predictions.iloc[[36, 35, 34], predictions.columns.get_indexer(['label'])] - results = evaluate.evaluate(predictions=predictions, ground_df=ground_truth, root_dir=os.path.dirname(csv_file), savedir=tmpdir) + results = evaluate.evaluate_boxes(predictions=predictions, ground_df=ground_truth, root_dir=os.path.dirname(csv_file), savedir=tmpdir) assert all([os.path.exists("{}/{}".format(tmpdir,x)) for x in ground_truth.image_path]) def test_evaluate_empty(m): @@ -73,9 +74,6 @@ def test_evaluate_empty(m): assert np.isnan(results["box_precision"]) assert results["box_recall"] == 0 - df = pd.read_csv(csv_file) - assert results["results"].shape[0] == df.shape[0] - @pytest.fixture def sample_results(): # Create a sample DataFrame for testing diff --git a/tests/test_main.py b/tests/test_main.py index 5e33e40a..afa19737 100644 --- a/tests/test_main.py +++ b/tests/test_main.py @@ -225,7 +225,7 @@ def test_predict_big_file(m, tmpdir): csv_file = big_file() original_file = pd.read_csv(csv_file) df = m.predict_file(csv_file=csv_file, root_dir = os.path.dirname(csv_file), savedir=tmpdir) - assert set(df.columns) == {'label', 'score', 'image_path', 'geometry'} + assert set(df.columns) == {'label', 'score', 'image_path', 'geometry',"xmin","ymin","xmax","ymax"} printed_plots = glob.glob("{}/*.png".format(tmpdir)) assert len(printed_plots) == len(original_file.image_path.unique()) @@ -234,7 +234,7 @@ def test_predict_small_file(m, tmpdir): csv_file = get_data("OSBS_029.csv") original_file = pd.read_csv(csv_file) df = m.predict_file(csv_file, root_dir = os.path.dirname(csv_file), savedir=tmpdir) - assert set(df.columns) == {'label', 'score', 'image_path', 'geometry'} + assert set(df.columns) == {'label', 'score', 'image_path', 'geometry',"xmin","ymin","xmax","ymax"} printed_plots = glob.glob("{}/*.png".format(tmpdir)) assert len(printed_plots) == len(original_file.image_path.unique()) @@ -321,34 +321,6 @@ def test_evaluate(m, tmpdir): df = pd.read_csv(csv_file) assert results["results"].shape[0] == df.shape[0] - -def test_evaluate_multiple_images(m, tmpdir): - orignal_csv_file = get_data("OSBS_029.csv") - original_root_dir = os.path.dirname(orignal_csv_file) - - df = pd.read_csv(orignal_csv_file) - - df2 = df.copy() - df2["image_path"] = "OSBS_029_1.tif" - df3 = df.copy() - df3["image_path"] = "OSBS_029_2.tif" - multiple_images = multiple_images = pd.concat([df, df2, df3]) - multiple_images = multiple_images.reset_index(drop=True) - csv_file = "{}/example.csv".format(tmpdir) - root_dir = os.path.dirname(csv_file) - multiple_images.to_csv(csv_file) - - # Create multiple files - shutil.copyfile("{}/OSBS_029.tif".format(original_root_dir), "{}/OSBS_029.tif".format(root_dir)) - shutil.copyfile("{}/OSBS_029.tif".format(original_root_dir), "{}/OSBS_029_1.tif".format(root_dir)) - shutil.copyfile("{}/OSBS_029.tif".format(original_root_dir), "{}/OSBS_029_2.tif".format(root_dir)) - root_dir = os.path.dirname(csv_file) - results = m.evaluate(csv_file, root_dir, iou_threshold = 0.4, savedir=tmpdir) - - assert results["results"].shape[0] == multiple_images.shape[0] - assert all([x in results["results"] for x in ["xmin","xmax","ymin","ymax"]]) - - def test_train_callbacks(m): csv_file = get_data("example.csv") root_dir = os.path.dirname(csv_file) @@ -369,7 +341,6 @@ def on_train_end(self, trainer, pl_module): trainer = Trainer(fast_dev_run=True) trainer.fit(m, train_ds) - def test_custom_config_file_path(ROOT, tmpdir): m = main.deepforest(config_file='{}/deepforest_config.yml'.format(os.path.dirname(ROOT))) diff --git a/tests/test_preprocess.py b/tests/test_preprocess.py index e59c831e..afca4a00 100644 --- a/tests/test_preprocess.py +++ b/tests/test_preprocess.py @@ -90,8 +90,9 @@ def test_split_raster(config, tmpdir, input_type, geodataframe): patch_overlap=0) # Returns a 7 column pandas array + assert output_annotations.shape[1] == 7 assert not output_annotations.empty - assert output_annotations.shape[1] == 3 + def test_split_raster_no_annotations(config, tmpdir): """Split raster into crops with overlaps to maintain all annotations""" raster = get_data("2019_YELL_2_528000_4978000_image_crop2.png") diff --git a/tests/test_utilities.py b/tests/test_utilities.py index bb3442ce..cabd4740 100644 --- a/tests/test_utilities.py +++ b/tests/test_utilities.py @@ -76,7 +76,7 @@ def test_shapefile_to_annotations_convert_unprojected_to_boxes(tmpdir): gdf = gpd.GeoDataFrame(df, geometry="geometry") gdf.to_file("{}/annotations.shp".format(tmpdir)) image_path = get_data("OSBS_029.png") - shp = utilities.shapefile_to_annotations(shapefile="{}/annotations.shp".format(tmpdir), rgb=image_path, savedir=tmpdir, geometry_type="point") + shp = utilities.shapefile_to_annotations(shapefile="{}/annotations.shp".format(tmpdir), rgb=image_path) assert shp.shape[0] == 2 def test_shapefile_to_annotations_invalid_epsg(tmpdir): @@ -88,7 +88,7 @@ def test_shapefile_to_annotations_invalid_epsg(tmpdir): assert gdf.crs.to_string() == "EPSG:4326" image_path = get_data("OSBS_029.tif") with pytest.raises(ValueError): - shp = utilities.shapefile_to_annotations(shapefile="{}/annotations.shp".format(tmpdir), rgb=image_path, savedir=tmpdir, geometry_type="bbox") + shp = utilities.shapefile_to_annotations(shapefile="{}/annotations.shp".format(tmpdir), rgb=image_path) def test_read_file_boxes_projected(tmpdir): sample_geometry = [geometry.Point(404211.9 + 10,3285102 + 20),geometry.Point(404211.9 + 20,3285102 + 20)] @@ -336,11 +336,11 @@ def test_image_to_geo_coordinates(tmpdir): assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] # Plot using geopandas - fig, ax = plt.subplots(figsize=(10, 10)) - gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) - geo_coords.plot(ax=ax, color="red", alpha=0.2) - show(src, ax=ax) - plt.show() + #fig, ax = plt.subplots(figsize=(10, 10)) + #gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + #geo_coords.plot(ax=ax, color="red", alpha=0.2) + #show(src, ax=ax) + #plt.show() def test_image_to_geo_coordinates_boxes(tmpdir): annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") @@ -365,11 +365,11 @@ def test_image_to_geo_coordinates_boxes(tmpdir): assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] # Plot using geopandas - fig, ax = plt.subplots(figsize=(10, 10)) - gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) - geo_coords.plot(ax=ax, color="red", alpha=0.2) - show(src, ax=ax) - plt.show() + #fig, ax = plt.subplots(figsize=(10, 10)) + #gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + #geo_coords.plot(ax=ax, color="red", alpha=0.2) + #show(src, ax=ax) + #plt.show() def test_image_to_geo_coordinates_points(tmpdir): annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") @@ -395,11 +395,11 @@ def test_image_to_geo_coordinates_points(tmpdir): assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] # Plot using geopandas - fig, ax = plt.subplots(figsize=(10, 10)) - gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) - geo_coords.plot(ax=ax, color="red", alpha=0.2) - show(src, ax=ax) - plt.show() + #fig, ax = plt.subplots(figsize=(10, 10)) + #gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + #geo_coords.plot(ax=ax, color="red", alpha=0.2) + #show(src, ax=ax) + #plt.show() def test_image_to_geo_coordinates_polygons(tmpdir): annotations = get_data("2018_SJER_3_252000_4107000_image_477.csv") @@ -426,11 +426,11 @@ def test_image_to_geo_coordinates_polygons(tmpdir): assert geo_coords[geo_coords.intersects(src_window)].shape[0] == pd.read_csv(annotations).shape[0] # Plot using geopandas - fig, ax = plt.subplots(figsize=(10, 10)) - gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) - geo_coords.plot(ax=ax, color="red", alpha=0.2) - show(src, ax=ax) - plt.show() + #fig, ax = plt.subplots(figsize=(10, 10)) + #gpd.GeoSeries(src_window).plot(ax=ax, color="blue", alpha=0.5) + #geo_coords.plot(ax=ax, color="red", alpha=0.2) + #show(src, ax=ax) + #plt.show() def test_boxes_to_shapefile_projected(m): From 2626a7ed501d50df8900f5522b4b664ce926d472 Mon Sep 17 00:00:00 2001 From: bw4sz Date: Thu, 18 Jul 2024 14:41:56 -0700 Subject: [PATCH 03/13] remove vscode file --- .vscode/settings.json | 16 ---------------- 1 file changed, 16 deletions(-) delete mode 100644 .vscode/settings.json diff --git a/.vscode/settings.json b/.vscode/settings.json deleted file mode 100644 index e0accb83..00000000 --- a/.vscode/settings.json +++ /dev/null @@ -1,16 +0,0 @@ -{ -<<<<<<< HEAD - "python.testing.unittestEnabled": false, - "python.testing.pytestEnabled": true -======= - "python.testing.unittestEnabled": false, - "python.testing.pytestEnabled": true, - "python.testing.unittestArgs": [ - "-v", - "-s", - "./tests", - "-p", - "test_*.py" - ] ->>>>>>> squashed into one geotype commit -} \ No newline at end of file From ec0f397568aaca6572ed3c9682f6a9bd3dea74fb Mon Sep 17 00:00:00 2001 From: bw4sz Date: Thu, 18 Jul 2024 15:25:30 -0700 Subject: [PATCH 04/13] sneaky merge changes --- tests/test_preprocess.py | 32 -------------------------------- 1 file changed, 32 deletions(-) diff --git a/tests/test_preprocess.py b/tests/test_preprocess.py index afca4a00..b0d78700 100644 --- a/tests/test_preprocess.py +++ b/tests/test_preprocess.py @@ -25,13 +25,10 @@ def config(): config["rgb_dir"] = "data" config["path_to_raster"] = get_data("OSBS_029.tif") -<<<<<<< HEAD # Create a clean config test data annotations = utilities.read_pascal_voc(xml_path=config["annotations_xml"]) annotations.to_csv("tests/data/OSBS_029.csv", index=False) -======= ->>>>>>> squashed into one geotype commit return config @pytest.fixture() @@ -69,15 +66,12 @@ def test_select_annotations(config, image): @pytest.mark.parametrize("input_type", ["path", "dataframe"]) def test_split_raster(config, tmpdir, input_type, geodataframe): """Split raster into crops with overlaps to maintain all annotations""" -<<<<<<< HEAD raster = get_data("2019_YELL_2_528000_4978000_image_crop2.png") annotations = utilities.read_pascal_voc( get_data("2019_YELL_2_528000_4978000_image_crop2.xml")) annotations.to_csv("{}/example.csv".format(tmpdir), index=False) #annotations.label = 0 -======= ->>>>>>> squashed into one geotype commit if input_type == "path": annotations_file = get_data("OSBS_029.csv") else: @@ -111,33 +105,7 @@ def test_split_raster_no_annotations(config, tmpdir): assert os.path.exists(crop) -<<<<<<< HEAD -def test_split_raster_empty_crops(config, tmpdir): - """Split raster into crops with overlaps to maintain all annotations, allow empty crops""" - raster = get_data("2019_YELL_2_528000_4978000_image_crop2.png") - annotations = utilities.read_pascal_voc( - get_data("2019_YELL_2_528000_4978000_image_crop2.xml")) - annotations.to_csv("{}/example.csv".format(tmpdir), index=False) - #annotations.label = 0 - #visualize.plot_prediction_dataframe(df=annotations, root_dir=os.path.dirname(get_data(".")), show=True) - - annotations_file = preprocess.split_raster( - path_to_raster=raster, - annotations_file="{}/example.csv".format(tmpdir), - base_dir=tmpdir, - patch_size=100, - patch_overlap=0, - allow_empty=True) - - # Returns a 6 column pandas array - assert not annotations_file[(annotations_file.xmin == 0) & - (annotations_file.xmax == 0)].empty - - -def test_split_raster_from_image(config, tmpdir): -======= def test_split_raster_from_image(config, tmpdir, geodataframe): ->>>>>>> squashed into one geotype commit r = rasterio.open(config["path_to_raster"]).read() r = np.rollaxis(r, 0, 3) annotations_file = preprocess.split_raster( From eddca605c2051ebc728ffb1065fcd5cab461d49b Mon Sep 17 00:00:00 2001 From: bw4sz Date: Fri, 19 Jul 2024 09:30:13 -0700 Subject: [PATCH 05/13] local tests pass --- environment.yml | 1 - setup.py | 3 +- tests/data/OSBS_029.csv | 124 ++++++++++++++++++++-------------------- tests/test_main.py | 41 ++++++------- tests/test_utilities.py | 4 -- 5 files changed, 84 insertions(+), 89 deletions(-) diff --git a/environment.yml b/environment.yml index da3813dc..771fbb39 100644 --- a/environment.yml +++ b/environment.yml @@ -13,7 +13,6 @@ dependencies: - nbsphinx - numpy - numpydoc - - opencv>=4.5.4 - pandas - pillow>6.2.0 - pip diff --git a/setup.py b/setup.py index 0b273620..7f22cb52 100644 --- a/setup.py +++ b/setup.py @@ -64,8 +64,7 @@ packages=find_packages(), include_package_data=True, install_requires=[ - "albumentations>=1.0.0","aiolimiter", "aiohttp", "docformatter", "geopandas", "imagecodecs", "matplotlib", "numpy", - "opencv-python>=4.5.4", "pandas", "Pillow>6.2.0", "progressbar2", "pycocotools", + "albumentations>=1.0.0","aiolimiter", "aiohttp", "docformatter", "geopandas", "imagecodecs", "matplotlib", "numpy", "pandas", "Pillow>6.2.0", "progressbar2", "pycocotools", "pytorch-lightning>=1.5.8", "rasterio", "recommonmark", "rtree", "scipy>1.5", "six", "slidingwindow", "sphinx", "supervision", "torch", "torchvision>=0.13", "tqdm", "xmltodict", diff --git a/tests/data/OSBS_029.csv b/tests/data/OSBS_029.csv index d7aee0ce..da5f1754 100644 --- a/tests/data/OSBS_029.csv +++ b/tests/data/OSBS_029.csv @@ -1,62 +1,62 @@ -image_path,label,geometry -OSBS_029.tif,Tree,"POLYGON ((227 67, 227 90, 203 90, 203 67, 227 67))" -OSBS_029.tif,Tree,"POLYGON ((288 99, 288 140, 256 140, 256 99, 288 99))" -OSBS_029.tif,Tree,"POLYGON ((225 253, 225 304, 166 304, 166 253, 225 253))" -OSBS_029.tif,Tree,"POLYGON ((400 2, 400 27, 365 27, 365 2, 400 2))" -OSBS_029.tif,Tree,"POLYGON ((349 13, 349 47, 312 47, 312 13, 349 13))" -OSBS_029.tif,Tree,"POLYGON ((400 21, 400 70, 365 70, 365 21, 400 21))" -OSBS_029.tif,Tree,"POLYGON ((312 1, 312 37, 278 37, 278 1, 312 1))" -OSBS_029.tif,Tree,"POLYGON ((400 204, 400 246, 364 246, 364 204, 400 204))" -OSBS_029.tif,Tree,"POLYGON ((121 117, 121 145, 90 145, 90 117, 121 117))" -OSBS_029.tif,Tree,"POLYGON ((150 109, 150 152, 115 152, 115 109, 150 109))" -OSBS_029.tif,Tree,"POLYGON ((199 155, 199 191, 161 191, 161 155, 199 155))" -OSBS_029.tif,Tree,"POLYGON ((160 153, 160 192, 120 192, 120 153, 160 153))" -OSBS_029.tif,Tree,"POLYGON ((375 290, 375 320, 349 320, 349 290, 375 290))" -OSBS_029.tif,Tree,"POLYGON ((53 153, 53 217, 1 217, 1 153, 53 153))" -OSBS_029.tif,Tree,"POLYGON ((41 218, 41 254, 1 254, 1 218, 41 218))" -OSBS_029.tif,Tree,"POLYGON ((117 143, 117 190, 65 190, 65 143, 117 143))" -OSBS_029.tif,Tree,"POLYGON ((400 78, 400 110, 368 110, 368 78, 400 78))" -OSBS_029.tif,Tree,"POLYGON ((203 95, 203 156, 149 156, 149 95, 203 95))" -OSBS_029.tif,Tree,"POLYGON ((190 195, 190 229, 154 229, 154 195, 190 195))" -OSBS_029.tif,Tree,"POLYGON ((153 195, 153 244, 103 244, 103 195, 153 195))" -OSBS_029.tif,Tree,"POLYGON ((75 377, 75 400, 49 400, 49 377, 75 377))" -OSBS_029.tif,Tree,"POLYGON ((151 367, 151 400, 116 400, 116 367, 151 367))" -OSBS_029.tif,Tree,"POLYGON ((253 243, 253 267, 234 267, 234 243, 253 243))" -OSBS_029.tif,Tree,"POLYGON ((337 367, 337 400, 292 400, 292 367, 337 367))" -OSBS_029.tif,Tree,"POLYGON ((374 336, 374 384, 333 384, 333 336, 374 336))" -OSBS_029.tif,Tree,"POLYGON ((39 13, 39 62, 1 62, 1 13, 39 13))" -OSBS_029.tif,Tree,"POLYGON ((40 65, 40 106, 1 106, 1 65, 40 65))" -OSBS_029.tif,Tree,"POLYGON ((102 3, 102 57, 50 57, 50 3, 102 3))" -OSBS_029.tif,Tree,"POLYGON ((130 36, 130 68, 102 68, 102 36, 130 36))" -OSBS_029.tif,Tree,"POLYGON ((180 5, 180 38, 156 38, 156 5, 180 5))" -OSBS_029.tif,Tree,"POLYGON ((231 1, 231 40, 186 40, 186 1, 231 1))" -OSBS_029.tif,Tree,"POLYGON ((400 260, 400 305, 382 305, 382 260, 400 260))" -OSBS_029.tif,Tree,"POLYGON ((363 128, 363 161, 331 161, 331 128, 363 128))" -OSBS_029.tif,Tree,"POLYGON ((360 84, 360 118, 332 118, 332 84, 360 84))" -OSBS_029.tif,Tree,"POLYGON ((393 115, 393 146, 363 146, 363 115, 393 115))" -OSBS_029.tif,Tree,"POLYGON ((149 263, 149 307, 117 307, 117 263, 149 263))" -OSBS_029.tif,Tree,"POLYGON ((155 309, 155 371, 100 371, 100 309, 155 309))" -OSBS_029.tif,Tree,"POLYGON ((214 359, 214 398, 179 398, 179 359, 214 359))" -OSBS_029.tif,Tree,"POLYGON ((231 340, 231 374, 199 374, 199 340, 231 340))" -OSBS_029.tif,Tree,"POLYGON ((214 308, 214 343, 177 343, 177 308, 214 308))" -OSBS_029.tif,Tree,"POLYGON ((279 306, 279 342, 239 342, 239 306, 279 306))" -OSBS_029.tif,Tree,"POLYGON ((310 332, 310 374, 275 374, 275 332, 310 332))" -OSBS_029.tif,Tree,"POLYGON ((90 192, 90 238, 53 238, 53 192, 90 192))" -OSBS_029.tif,Tree,"POLYGON ((151 64, 151 103, 115 103, 115 64, 151 64))" -OSBS_029.tif,Tree,"POLYGON ((96 69, 96 117, 53 117, 53 69, 96 69))" -OSBS_029.tif,Tree,"POLYGON ((289 243, 289 282, 263 282, 263 243, 289 243))" -OSBS_029.tif,Tree,"POLYGON ((369 42, 369 87, 331 87, 331 42, 369 42))" -OSBS_029.tif,Tree,"POLYGON ((283 47, 283 87, 252 87, 252 47, 283 47))" -OSBS_029.tif,Tree,"POLYGON ((333 89, 333 138, 291 138, 291 89, 333 89))" -OSBS_029.tif,Tree,"POLYGON ((315 136, 315 167, 288 167, 288 136, 315 136))" -OSBS_029.tif,Tree,"POLYGON ((247 88, 247 139, 203 139, 203 88, 247 88))" -OSBS_029.tif,Tree,"POLYGON ((289 198, 289 232, 257 232, 257 198, 289 198))" -OSBS_029.tif,Tree,"POLYGON ((58 341, 58 372, 31 372, 31 341, 58 341))" -OSBS_029.tif,Tree,"POLYGON ((52 368, 52 400, 19 400, 19 368, 52 368))" -OSBS_029.tif,Tree,"POLYGON ((31 261, 31 296, 1 296, 1 261, 31 261))" -OSBS_029.tif,Tree,"POLYGON ((113 241, 113 287, 73 287, 73 241, 113 241))" -OSBS_029.tif,Tree,"POLYGON ((96 292, 96 332, 60 332, 60 292, 96 292))" -OSBS_029.tif,Tree,"POLYGON ((114 362, 114 390, 89 390, 89 362, 114 362))" -OSBS_029.tif,Tree,"POLYGON ((253 132, 253 152, 236 152, 236 132, 253 132))" -OSBS_029.tif,Tree,"POLYGON ((346 174, 346 214, 316 214, 316 174, 346 174))" -OSBS_029.tif,Tree,"POLYGON ((251 208, 251 244, 220 244, 220 208, 251 208))" +image_path,xmin,ymin,xmax,ymax,label +OSBS_029.tif,203,67,227,90,Tree +OSBS_029.tif,256,99,288,140,Tree +OSBS_029.tif,166,253,225,304,Tree +OSBS_029.tif,365,2,400,27,Tree +OSBS_029.tif,312,13,349,47,Tree +OSBS_029.tif,365,21,400,70,Tree +OSBS_029.tif,278,1,312,37,Tree +OSBS_029.tif,364,204,400,246,Tree +OSBS_029.tif,90,117,121,145,Tree +OSBS_029.tif,115,109,150,152,Tree +OSBS_029.tif,161,155,199,191,Tree +OSBS_029.tif,120,153,160,192,Tree +OSBS_029.tif,349,290,375,320,Tree +OSBS_029.tif,1,153,53,217,Tree +OSBS_029.tif,1,218,41,254,Tree +OSBS_029.tif,65,143,117,190,Tree +OSBS_029.tif,368,78,400,110,Tree +OSBS_029.tif,149,95,203,156,Tree +OSBS_029.tif,154,195,190,229,Tree +OSBS_029.tif,103,195,153,244,Tree +OSBS_029.tif,49,377,75,400,Tree +OSBS_029.tif,116,367,151,400,Tree +OSBS_029.tif,234,243,253,267,Tree +OSBS_029.tif,292,367,337,400,Tree +OSBS_029.tif,333,336,374,384,Tree +OSBS_029.tif,1,13,39,62,Tree +OSBS_029.tif,1,65,40,106,Tree +OSBS_029.tif,50,3,102,57,Tree +OSBS_029.tif,102,36,130,68,Tree +OSBS_029.tif,156,5,180,38,Tree +OSBS_029.tif,186,1,231,40,Tree +OSBS_029.tif,382,260,400,305,Tree +OSBS_029.tif,331,128,363,161,Tree +OSBS_029.tif,332,84,360,118,Tree +OSBS_029.tif,363,115,393,146,Tree +OSBS_029.tif,117,263,149,307,Tree +OSBS_029.tif,100,309,155,371,Tree +OSBS_029.tif,179,359,214,398,Tree +OSBS_029.tif,199,340,231,374,Tree +OSBS_029.tif,177,308,214,343,Tree +OSBS_029.tif,239,306,279,342,Tree +OSBS_029.tif,275,332,310,374,Tree +OSBS_029.tif,53,192,90,238,Tree +OSBS_029.tif,115,64,151,103,Tree +OSBS_029.tif,53,69,96,117,Tree +OSBS_029.tif,263,243,289,282,Tree +OSBS_029.tif,331,42,369,87,Tree +OSBS_029.tif,252,47,283,87,Tree +OSBS_029.tif,291,89,333,138,Tree +OSBS_029.tif,288,136,315,167,Tree +OSBS_029.tif,203,88,247,139,Tree +OSBS_029.tif,257,198,289,232,Tree +OSBS_029.tif,31,341,58,372,Tree +OSBS_029.tif,19,368,52,400,Tree +OSBS_029.tif,1,261,31,296,Tree +OSBS_029.tif,73,241,113,287,Tree +OSBS_029.tif,60,292,96,332,Tree +OSBS_029.tif,89,362,114,390,Tree +OSBS_029.tif,236,132,253,152,Tree +OSBS_029.tif,316,174,346,214,Tree +OSBS_029.tif,220,208,251,244,Tree diff --git a/tests/test_main.py b/tests/test_main.py index afa19737..3b447cf5 100644 --- a/tests/test_main.py +++ b/tests/test_main.py @@ -9,6 +9,7 @@ import torch import tempfile import copy +import importlib.util import albumentations as A from albumentations.pytorch import ToTensorV2 @@ -105,27 +106,27 @@ def big_file(): return "{}/annotations.csv".format(tmpdir) -def test_main(): - from deepforest import main - - def test_tensorboard_logger(m, tmpdir): - # Create model trainer and fit model - annotations_file = get_data("testfile_deepforest.csv") - logger = TensorBoardLogger(save_dir=tmpdir) - m.config["train"]["csv_file"] = annotations_file - m.config["train"]["root_dir"] = os.path.dirname(annotations_file) - m.config["train"]["fast_dev_run"] = False - m.config["validation"]["csv_file"] = annotations_file - m.config["validation"]["root_dir"] = os.path.dirname(annotations_file) - m.config["val_accuracy_interval"] = 1 - m.config["train"]["epochs"] = 2 - - m.create_trainer(logger=logger) - m.trainer.fit(m) - - assert m.trainer.logged_metrics["box_precision"] - assert m.trainer.logged_metrics["box_recall"] + # Check if TensorBoard is installed + if importlib.util.find_spec("tensorboard"): + # Create model trainer and fit model + annotations_file = get_data("testfile_deepforest.csv") + logger = TensorBoardLogger(save_dir=tmpdir) + m.config["train"]["csv_file"] = annotations_file + m.config["train"]["root_dir"] = os.path.dirname(annotations_file) + m.config["train"]["fast_dev_run"] = False + m.config["validation"]["csv_file"] = annotations_file + m.config["validation"]["root_dir"] = os.path.dirname(annotations_file) + m.config["val_accuracy_interval"] = 1 + m.config["train"]["epochs"] = 2 + + m.create_trainer(logger=logger) + m.trainer.fit(m) + + assert m.trainer.logged_metrics["box_precision"] + assert m.trainer.logged_metrics["box_recall"] + else: + print("TensorBoard is not installed. Skipping test_tensorboard_logger.") def test_use_bird_release(m): diff --git a/tests/test_utilities.py b/tests/test_utilities.py index cabd4740..5c9b7ef3 100644 --- a/tests/test_utilities.py +++ b/tests/test_utilities.py @@ -53,10 +53,6 @@ def test_float_warning(config): annotations = utilities.read_pascal_voc(float_annotations) assert annotations.xmin.dtype is np.dtype('int64') -def test_project_boxes(): - csv_file = get_data("OSBS_029.csv") - df = pd.read_csv(csv_file) - gdf = utilities.project_boxes(df, root_dir=os.path.dirname(csv_file)) def test_read_file(tmpdir): sample_geometry = [geometry.Point(404211.9 + 10,3285102 + 20),geometry.Point(404211.9 + 20,3285102 + 20)] From cc3c60d57695e589cc1cf8f2237c88821a5f20cf Mon Sep 17 00:00:00 2001 From: bw4sz Date: Mon, 22 Jul 2024 06:51:33 -0700 Subject: [PATCH 06/13] solve merge conflict in setup.py: --- setup.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/setup.py b/setup.py index 7f22cb52..e3a32f3f 100644 --- a/setup.py +++ b/setup.py @@ -64,9 +64,12 @@ packages=find_packages(), include_package_data=True, install_requires=[ - "albumentations>=1.0.0","aiolimiter", "aiohttp", "docformatter", "geopandas", "imagecodecs", "matplotlib", "numpy", "pandas", "Pillow>6.2.0", "progressbar2", "pycocotools", + "albumentations>=1.0.0","aiolimiter", "aiohttp", "docformatter", "geopandas", "matplotlib", "numpy", + "opencv-python>=4.5.4", "pandas", "Pillow>6.2.0", "progressbar2", "pycocotools", + "albumentations>=1.0.0", "aiolimiter", "aiohttp", "docformatter", "geopandas", "matplotlib", "nbqa", "numpy", + "opencv-python>=4.5.4", "pandas", "Pillow>6.2.0", "progressbar2", "pycocotools", "Pygments", "pytorch-lightning>=1.5.8", "rasterio", "recommonmark", "rtree", "scipy>1.5", "six", "slidingwindow", "sphinx", "supervision", "torch", "torchvision>=0.13", "tqdm", - "xmltodict", + "xmltodict","geopandas" ], zip_safe=False) From 7eb8c6a4f9606c7cb7962fe8bfb754c245c79682 Mon Sep 17 00:00:00 2001 From: bw4sz Date: Mon, 22 Jul 2024 08:47:59 -0700 Subject: [PATCH 07/13] style update --- deepforest/evaluate.py | 32 +++++--- deepforest/main.py | 21 +++-- deepforest/predict.py | 3 +- deepforest/preprocess.py | 26 +++--- deepforest/utilities.py | 166 +++++++++++++++++++++++++++------------ deepforest/visualize.py | 29 ++++--- 6 files changed, 188 insertions(+), 89 deletions(-) diff --git a/deepforest/evaluate.py b/deepforest/evaluate.py index f48140e6..f25906cb 100644 --- a/deepforest/evaluate.py +++ b/deepforest/evaluate.py @@ -106,12 +106,17 @@ def __evaluate_wrapper__(predictions, """ # remove empty samples from ground truth ground_df = ground_df[~((ground_df.xmin == 0) & (ground_df.xmax == 0))] - + # Default results for blank predictions if predictions.empty: - results = {"results": None, "box_recall": 0, "box_precision": np.nan, "class_recall": None} + results = { + "results": None, + "box_recall": 0, + "box_precision": np.nan, + "class_recall": None + } return results - + # Convert pandas to geopandas if needed if not isinstance(predictions, gpd.GeoDataFrame): warnings.warn("Converting predictions to GeoDataFrame using geometry column") @@ -122,12 +127,13 @@ def __evaluate_wrapper__(predictions, raise NotImplementedError("Point evaluation is not yet implemented") elif prediction_geometry == "box": results = evaluate_boxes(predictions=predictions, - ground_df=ground_df, - root_dir=root_dir, - iou_threshold=iou_threshold, - savedir=savedir) + ground_df=ground_df, + root_dir=root_dir, + iou_threshold=iou_threshold, + savedir=savedir) else: - raise NotImplementedError("Geometry type {} not implemented".format(prediction_geometry)) + raise NotImplementedError( + "Geometry type {} not implemented".format(prediction_geometry)) # replace classes if not NUll if not results is None: @@ -186,9 +192,9 @@ def evaluate_boxes(predictions, ground_df, root_dir, iou_threshold=0.4, savedir= else: group = group.reset_index(drop=True) result = evaluate_image_boxes(predictions=image_predictions, - ground_df=group, - root_dir=root_dir, - savedir=savedir) + ground_df=group, + root_dir=root_dir, + savedir=savedir) result["image_path"] = image_path result["match"] = result.IoU > iou_threshold @@ -258,7 +264,9 @@ def _point_recall_image_(predictions, ground_df, root_dir=None, savedir=None): raise AttributeError("savedir is {}, but root dir is None".format(savedir)) image = np.array(Image.open("{}/{}".format(root_dir, plot_name)))[:, :, ::-1] image = visualize.plot_predictions(image, df=predictions) - image = visualize.plot_points(image, points=ground_df[["x","y"]].values, color=(0, 165, 255)) + image = visualize.plot_points(image, + points=ground_df[["x", "y"]].values, + color=(0, 165, 255)) cv2.imwrite("{}/{}".format(savedir, plot_name), image) return result diff --git a/deepforest/main.py b/deepforest/main.py index bbac3982..0ab77f90 100644 --- a/deepforest/main.py +++ b/deepforest/main.py @@ -422,8 +422,6 @@ def predict_file(self, csv_file, root_dir, savedir=None, color=None, thickness=1 savedir=savedir, color=color, thickness=thickness) - - return results @@ -636,7 +634,11 @@ def on_validation_epoch_end(self): warnings.warn("No predictions made, skipping evaluation") geom_type = utilities.determine_geometry_type(ground_df) if geom_type == "box": - result = {"box_recall": 0, "box_precision": 0, "class_recall": pd.DataFrame()} + result = { + "box_recall": 0, + "box_precision": 0, + "class_recall": pd.DataFrame() + } else: results = evaluate_iou.__evaluate_wrapper__( predictions=self.predictions_df, @@ -645,16 +647,19 @@ def on_validation_epoch_end(self): iou_threshold=self.config["validation"]["iou_threshold"], savedir=None, numeric_to_label_dict=self.numeric_to_label_dict) - + # Log each key value pair of the results dict for key, value in results.items(): if key in ["class_recall"]: for index, row in value.iterrows(): - self.log("{}_Recall".format(self.numeric_to_label_dict[row["label"]]), - row["recall"]) self.log( - "{}_Precision".format(self.numeric_to_label_dict[row["label"]]), - row["precision"]) + "{}_Recall".format( + self.numeric_to_label_dict[row["label"]]), + row["recall"]) + self.log( + "{}_Precision".format( + self.numeric_to_label_dict[row["label"]]), + row["precision"]) else: try: self.log(key, value) diff --git a/deepforest/predict.py b/deepforest/predict.py index ca11b1d6..ef82e2b8 100644 --- a/deepforest/predict.py +++ b/deepforest/predict.py @@ -11,6 +11,7 @@ from deepforest import visualize, dataset from deepforest.utilities import read_file + def _predict_image_(model, image: typing.Optional[np.ndarray] = None, path: typing.Optional[str] = None, @@ -182,7 +183,7 @@ def _dataloader_wrapper_(model, if results.empty: results["geometry"] = None return results - + results = read_file(results, root_dir) if savedir: diff --git a/deepforest/preprocess.py b/deepforest/preprocess.py index fa570964..d5fedc04 100644 --- a/deepforest/preprocess.py +++ b/deepforest/preprocess.py @@ -18,6 +18,7 @@ from deepforest.utilities import read_file from shapely import geometry + def preprocess_image(image): """Preprocess a single RGB numpy array as a prediction from channels last, to channels first.""" @@ -55,6 +56,7 @@ def compute_windows(numpy_image, patch_size, patch_overlap): return (windows) + def select_annotations(annotations, window): """Select annotations that overlap with selected image crop. @@ -66,18 +68,18 @@ def select_annotations(annotations, window): """ # Get window coordinates window_xmin, window_ymin, w, h = window.getRect() - + # Create a shapely box from the window window_box = geometry.box(window_xmin, window_ymin, window_xmin + w, window_ymin + h) selected_annotations = annotations[annotations.intersects(window_box)] - + # cut off any annotations over the border original_area = selected_annotations.geometry.area clipped_annotations = gpd.clip(selected_annotations, window_box) if clipped_annotations.empty: return clipped_annotations - + # For points, keep all annotations. if selected_annotations.iloc[0].geometry.geom_type == "Point": return selected_annotations @@ -85,12 +87,14 @@ def select_annotations(annotations, window): else: # Only keep clipped boxes if they are more than 50% of the original size. clipped_area = clipped_annotations.geometry.area - clipped_annotations = clipped_annotations[(clipped_area/original_area) > 0.5] - - clipped_annotations.geometry = clipped_annotations.geometry.translate(xoff=-window_xmin, yoff=-window_ymin) + clipped_annotations = clipped_annotations[(clipped_area / original_area) > 0.5] + + clipped_annotations.geometry = clipped_annotations.geometry.translate( + xoff=-window_xmin, yoff=-window_ymin) return clipped_annotations + def save_crop(base_dir, image_name, index, crop): """Save window crop as an image file to be read by PIL. @@ -247,11 +251,13 @@ def split_raster(annotations_file=None, # Find annotations, image_name is the basename of the path if annotations_file is not None: - crop_annotations = select_annotations(image_annotations, window = windows[index]) + crop_annotations = select_annotations(image_annotations, + window=windows[index]) crop_annotations["image_path"] = "{}_{}.png".format(image_basename, index) if crop_annotations.empty: if allow_empty: - crop_annotations.loc[0, "image_path"] = "{}_{}.png".format(image_basename, index) + crop_annotations.loc[0, "image_path"] = "{}_{}.png".format( + image_basename, index) else: continue annotations_files.append(crop_annotations) @@ -260,7 +266,7 @@ def split_raster(annotations_file=None, if allow_empty or crop_annotations is not None: crop_filename = save_crop(save_dir, image_name, index, crop) crop_filenames.append(crop_filename) - + if annotations_file is None: return crop_filenames elif len(annotations_files) == 0: @@ -276,4 +282,4 @@ def split_raster(annotations_file=None, file_path = os.path.join(save_dir, f"{image_basename}.csv") annotations_files.to_csv(file_path, index=False, header=True) - return annotations_files \ No newline at end of file + return annotations_files diff --git a/deepforest/utilities.py b/deepforest/utilities.py index 26aa6f2f..620cf002 100644 --- a/deepforest/utilities.py +++ b/deepforest/utilities.py @@ -27,6 +27,7 @@ import requests import urllib.request + def read_config(config_path): """Read config yaml file""" try: @@ -253,6 +254,7 @@ def read_pascal_voc(xml_path): return annotations + def convert_point_to_bbox(gdf, buffer_size): """ Convert an input point type annotation to a bounding box by buffering the point with a fixed size. @@ -276,6 +278,7 @@ def convert_point_to_bbox(gdf, buffer_size): return gdf + def xml_to_annotations(xml_path): warnings.warn( @@ -306,11 +309,13 @@ def shapefile_to_annotations(shapefile, # Deprecation of previous arguments if geometry_type: warnings.warn( - "geometry_type argument is deprecated and will be removed in DeepForest 2.0. The function will infer geometry from the shapefile directly.", DeprecationWarning) + "geometry_type argument is deprecated and will be removed in DeepForest 2.0. The function will infer geometry from the shapefile directly.", + DeprecationWarning) if save_dir: warnings.warn( - "save_dir argument is deprecated and will be removed in DeepForest 2.0. The function will return a pandas dataframe instead of saving to disk.", DeprecationWarning) - + "save_dir argument is deprecated and will be removed in DeepForest 2.0. The function will return a pandas dataframe instead of saving to disk.", + DeprecationWarning) + # Read shapefile if isinstance(shapefile, str): gdf = gpd.read_file(shapefile) @@ -319,7 +324,8 @@ def shapefile_to_annotations(shapefile, if rgb is None: if "image_path" not in gdf.columns: - raise ValueError("No image_path column found in shapefile, please specify rgb path") + raise ValueError( + "No image_path column found in shapefile, please specify rgb path") else: rgb = gdf.image_path.unique()[0] print("Found image_path column in shapefile, using {}".format(rgb)) @@ -327,7 +333,8 @@ def shapefile_to_annotations(shapefile, # Determine geometry type and report to user if gdf.geometry.type.unique().shape[0] > 1: raise ValueError( - "Multiple geometry types found in shapefile. Please ensure all geometries are of the same type.") + "Multiple geometry types found in shapefile. Please ensure all geometries are of the same type." + ) else: geometry_type = gdf.geometry.type.unique()[0] print("Geometry type of shapefile is {}".format(geometry_type)) @@ -336,11 +343,12 @@ def shapefile_to_annotations(shapefile, if convert_point: if geometry_type == "Point": if buffer_size is None: - raise ValueError("buffer_size must be specified to convert point to bounding box") + raise ValueError( + "buffer_size must be specified to convert point to bounding box") gdf = convert_point_to_bbox(gdf, buffer_size) else: raise ValueError("convert_point is True, but geometry type is not Point") - + # raster bounds if root_dir: rgb = os.path.join(root_dir, rgb) @@ -356,8 +364,9 @@ def shapefile_to_annotations(shapefile, # Check matching the crs if not gdf.crs.to_string() == raster_crs.to_string(): - warnings.warn("The shapefile crs {} does not match the image crs {}".format( - gdf.crs.to_string(), src.crs.to_string()), UserWarning) + warnings.warn( + "The shapefile crs {} does not match the image crs {}".format( + gdf.crs.to_string(), src.crs.to_string()), UserWarning) if src.crs is not None: print("CRS of shapefile is {}".format(src.crs)) @@ -366,15 +375,17 @@ def shapefile_to_annotations(shapefile, # check for label column if "label" not in gdf.columns: raise ValueError( - "No label column found in shapefile. Please add a column named 'label' to your shapefile.") + "No label column found in shapefile. Please add a column named 'label' to your shapefile." + ) else: gdf["label"] = gdf["label"] - + # add filename gdf["image_path"] = os.path.basename(rgb) return gdf + def determine_geometry_type(df): """Determine the geometry type of a prediction or annotation Args: @@ -382,7 +393,7 @@ def determine_geometry_type(df): Returns: geometry_type: a string of the geometry type """ - if type(df) in [pd.DataFrame,gpd.GeoDataFrame]: + if type(df) in [pd.DataFrame, gpd.GeoDataFrame]: columns = df.columns if "geometry" in columns: df = gpd.GeoDataFrame(geometry=df['geometry']) @@ -401,7 +412,8 @@ def determine_geometry_type(df): elif "x" in columns and "y" in columns: geometry_type = 'point' else: - raise ValueError("Could not determine geometry type from columns {}".format(columns)) + raise ValueError( + "Could not determine geometry type from columns {}".format(columns)) elif type(df) == dict: if 'boxes' in df.keys(): @@ -410,9 +422,10 @@ def determine_geometry_type(df): geometry_type = "polygon" elif 'points' in df.keys(): geometry_type = "point" - + return geometry_type + def read_file(input, root_dir=None): """Read a file and return a geopandas dataframe. This is the main entry point for reading annotations into deepforest. Args: @@ -430,14 +443,17 @@ def read_file(input, root_dir=None): elif input.endswith(".xml"): df = xml_to_annotations(input) else: - raise ValueError("File type {} not supported. DeepForest currently supports .csv, .shp or .xml files. See https://deepforest.readthedocs.io/en/latest/annotation.html ".format(df)) + raise ValueError( + "File type {} not supported. DeepForest currently supports .csv, .shp or .xml files. See https://deepforest.readthedocs.io/en/latest/annotation.html " + .format(df)) else: if type(input) == pd.DataFrame: df = input.copy(deep=True) elif type(input) == gpd.GeoDataFrame: return shapefile_to_annotations(input, root_dir=root_dir) else: - raise ValueError("Input must be a path to a file, geopandas or a pandas dataframe") + raise ValueError( + "Input must be a path to a file, geopandas or a pandas dataframe") if type(df) == pd.DataFrame: if df.empty: @@ -456,18 +472,21 @@ def read_file(input, root_dir=None): # convert to geodataframe if geom_type == "box": df['geometry'] = df.apply( - lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), axis=1) + lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), + axis=1) elif geom_type == "polygon": df['geometry'] = gpd.GeoSeries.from_wkt(df["polygon"]) elif geom_type == "point": - df["geometry"] = [shapely.geometry.Point(x, y) - for x, y in zip(df.x.astype(float), df.y.astype(float))] + df["geometry"] = [ + shapely.geometry.Point(x, y) + for x, y in zip(df.x.astype(float), df.y.astype(float)) + ] else: raise ValueError("Geometry type {} not supported".format(geom_type)) # convert to geodataframe df = gpd.GeoDataFrame(df, geometry='geometry') - + return df @@ -484,7 +503,7 @@ def crop_raster(bounds, rgb_path=None, savedir=None, filename=None, driver="GTif filename: path to the saved crop, if savedir specified img: a numpy array of the crop, if savedir not specified """ - left, bottom, right, top = bounds + left, bottom, right, top = bounds src = rasterio.open(rgb_path) if src.crs is None: # Read unprojected data using PIL and crop numpy array @@ -493,39 +512,62 @@ def crop_raster(bounds, rgb_path=None, savedir=None, filename=None, driver="GTif img = np.rollaxis(img, 2, 0) cropped_transform = None if driver == "GTiff": - warnings.warn("Driver {} not supported for unprojected data, setting to 'PNG',".format(driver), UserWarning) + warnings.warn( + "Driver {} not supported for unprojected data, setting to 'PNG',".format( + driver), UserWarning) driver = "PNG" else: # Read projected data using rasterio and crop - img = src.read(window=rasterio.windows.from_bounds(left, bottom, right, top, transform=src.transform)) - cropped_transform = rasterio.windows.transform(rasterio.windows.from_bounds(left, bottom, right, top, transform=src.transform), src.transform) + img = src.read(window=rasterio.windows.from_bounds( + left, bottom, right, top, transform=src.transform)) + cropped_transform = rasterio.windows.transform( + rasterio.windows.from_bounds(left, + bottom, + right, + top, + transform=src.transform), src.transform) if img.size == 0: - raise ValueError("Bounds {} does not create a valid crop for source {}".format(bounds, src.transform)) + raise ValueError("Bounds {} does not create a valid crop for source {}".format( + bounds, src.transform)) if savedir: res = src.res[0] - height = (top - bottom)/res - width = (right - left)/res - + height = (top - bottom) / res + width = (right - left) / res + # Write the cropped image to disk with transform if not os.path.exists(savedir): os.makedirs(savedir) if driver == "GTiff": filename = "{}/{}.tif".format(savedir, filename) - with rasterio.open(filename, "w", driver="GTiff",height=height, width=width, count=img.shape[0], dtype=img.dtype, transform=cropped_transform) as dst: + with rasterio.open(filename, + "w", + driver="GTiff", + height=height, + width=width, + count=img.shape[0], + dtype=img.dtype, + transform=cropped_transform) as dst: dst.write(img) elif driver == "PNG": # PNG driver does not support transform filename = "{}/{}.png".format(savedir, filename) - with rasterio.open(filename, "w", driver="PNG",height=height, width=width, count=img.shape[0], dtype=img.dtype) as dst: + with rasterio.open(filename, + "w", + driver="PNG", + height=height, + width=width, + count=img.shape[0], + dtype=img.dtype) as dst: dst.write(img) else: raise ValueError("Driver {} not supported".format(driver)) - + if savedir: return filename else: - return img + return img + def crop_annotations_to_bounds(gdf, bounds): """ @@ -538,12 +580,13 @@ def crop_annotations_to_bounds(gdf, bounds): """ # unpack image bounds left, bottom, right, top = bounds - + # Crop the annotations gdf.geometry = gdf.geometry.translate(xoff=-left, yoff=-bottom) - + return gdf + def geo_to_image_coordinates(gdf, image_bounds, image_resolution): """ Convert from projected coordinates to image coordinates @@ -554,20 +597,23 @@ def geo_to_image_coordinates(gdf, image_bounds, image_resolution): Returns: gdf: a geopandas dataframe with the transformed to image origin. CRS is removed """ - + if len(image_bounds) != 4: raise ValueError("image_bounds must be a tuple of (left, bottom, right, top)") transformed_gdf = gdf.copy(deep=True) # unpack image bounds left, bottom, right, top = image_bounds - + transformed_gdf.geometry = transformed_gdf.geometry.translate(xoff=-left, yoff=-top) - transformed_gdf.geometry = transformed_gdf.geometry.scale(xfact=1/image_resolution, yfact=-1/image_resolution, origin=(0,0)) + transformed_gdf.geometry = transformed_gdf.geometry.scale(xfact=1 / image_resolution, + yfact=-1 / image_resolution, + origin=(0, 0)) transformed_gdf.crs = None return transformed_gdf + def round_with_floats(x): """Check if string x is float or int, return int, rounded if needed.""" @@ -611,7 +657,9 @@ def image_to_geo_coordinates(gdf, root_dir, flip_y_axis=False): transformed_gdf = gdf.copy(deep=True) plot_names = transformed_gdf.image_path.unique() if len(plot_names) > 1: - raise ValueError("This function projects a single plot's worth of data. Multiple plot names found: {}".format(plot_names)) + raise ValueError( + "This function projects a single plot's worth of data. Multiple plot names found: {}" + .format(plot_names)) else: plot_name = plot_names[0] @@ -628,10 +676,17 @@ def image_to_geo_coordinates(gdf, root_dir, flip_y_axis=False): if geom_type == "box": # Convert image pixel locations to geographic coordinates coordinates = transformed_gdf.geometry.bounds - xmin_coords, ymin_coords = rasterio.transform.xy(transform=transform, rows=coordinates.miny, cols=coordinates.minx, offset='center') - xmax_coords, ymax_coords = rasterio.transform.xy(transform=transform, rows=coordinates.maxy, cols=coordinates.maxx, offset='center') + xmin_coords, ymin_coords = rasterio.transform.xy(transform=transform, + rows=coordinates.miny, + cols=coordinates.minx, + offset='center') + xmax_coords, ymax_coords = rasterio.transform.xy(transform=transform, + rows=coordinates.maxy, + cols=coordinates.maxx, + offset='center') - for left, bottom, right, top in zip(xmin_coords, ymin_coords, xmax_coords, ymax_coords): + for left, bottom, right, top in zip(xmin_coords, ymin_coords, xmax_coords, + ymax_coords): geom = shapely.geometry.box(left, bottom, right, top) projected_geometry.append(geom) @@ -639,13 +694,19 @@ def image_to_geo_coordinates(gdf, root_dir, flip_y_axis=False): for geom in transformed_gdf.geometry: polygon_vertices = [] for x, y in geom.exterior.coords: - projected_vertices = rasterio.transform.xy(transform=transform, rows=y, cols=x, offset='center') + projected_vertices = rasterio.transform.xy(transform=transform, + rows=y, + cols=x, + offset='center') polygon_vertices.append(projected_vertices) geom = shapely.geometry.Polygon(polygon_vertices) projected_geometry.append(geom) elif geom_type == "point": - x_coords, y_coords = rasterio.transform.xy(transform=transform, rows=transformed_gdf.geometry.y, cols=transformed_gdf.geometry.x, offset='center') + x_coords, y_coords = rasterio.transform.xy(transform=transform, + rows=transformed_gdf.geometry.y, + cols=transformed_gdf.geometry.x, + offset='center') for x, y in zip(x_coords, y_coords): geom = shapely.geometry.Point(x, y) projected_geometry.append(geom) @@ -654,7 +715,9 @@ def image_to_geo_coordinates(gdf, root_dir, flip_y_axis=False): if flip_y_axis: # Numpy uses top left 0,0 origin, flip along y axis. # See https://gis.stackexchange.com/questions/306684/why-does-qgis-use-negative-y-spacing-in-the-default-raster-geotransform - transformed_gdf.geometry = transformed_gdf.geometry.scale(xfact=1, yfact=-1, origin=(0, 0)) + transformed_gdf.geometry = transformed_gdf.geometry.scale(xfact=1, + yfact=-1, + origin=(0, 0)) # Assign crs transformed_gdf.crs = crs @@ -666,6 +729,7 @@ def collate_fn(batch): batch = list(filter(lambda x: x is not None, batch)) return tuple(zip(*batch)) + def boxes_to_shapefile(df, root_dir, projected=True, flip_y_axis=False): """ Convert from image coordinates to geographic coordinates @@ -678,10 +742,11 @@ def boxes_to_shapefile(df, root_dir, projected=True, flip_y_axis=False): Returns: df: a geospatial dataframe with the boxes optionally transformed to the target crs """ - + warnings.warn( - "This function will be deprecated in DeepForest 2.0, as it only can process boxes and the API now includes point and polygon annotations. Please use image_to_geo_coordinates instead.", DeprecationWarning) - + "This function will be deprecated in DeepForest 2.0, as it only can process boxes and the API now includes point and polygon annotations. Please use image_to_geo_coordinates instead.", + DeprecationWarning) + # Raise a warning and confirm if a user sets projected to True when flip_y_axis is True. if flip_y_axis and projected: warnings.warn( @@ -748,6 +813,7 @@ def boxes_to_shapefile(df, root_dir, projected=True, flip_y_axis=False): return df + def annotations_to_shapefile(df, transform, crs): """ Convert output from predict_image and predict_tile to a geopandas data.frame @@ -760,7 +826,8 @@ def annotations_to_shapefile(df, transform, crs): results: a geopandas dataframe where every entry is the bounding box for a detected tree. """ - raise NotImplementedError("This function is deprecated. Please use image_to_geo_coordinates instead.") + raise NotImplementedError( + "This function is deprecated. Please use image_to_geo_coordinates instead.") def project_boxes(df, root_dir, transform=True): @@ -772,7 +839,8 @@ def project_boxes(df, root_dir, transform=True): root_dir: directory of images to lookup image_path column transform: If true, convert from image to geographic coordinates """ - raise NotImplementedError("This function is deprecated. Please use image_to_geo_coordinates instead.") + raise NotImplementedError( + "This function is deprecated. Please use image_to_geo_coordinates instead.") return df diff --git a/deepforest/visualize.py b/deepforest/visualize.py index b37782be..c80fc19f 100644 --- a/deepforest/visualize.py +++ b/deepforest/visualize.py @@ -12,6 +12,7 @@ import shapely from deepforest.utilities import determine_geometry_type + def view_dataset(ds, savedir=None, color=None, thickness=1): """Plot annotations on images for debugging purposes. @@ -42,13 +43,13 @@ def format_geometry(predictions, scores=True): Returns: df: a pandas dataframe """ - # Detect geometry type + # Detect geometry type geom_type = determine_geometry_type(predictions) if geom_type == "box": df = format_boxes(predictions, scores=scores) df['geometry'] = df.apply( - lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), axis=1) + lambda x: shapely.geometry.box(x.xmin, x.ymin, x.xmax, x.ymax), axis=1) elif geom_type == "polygon": raise ValueError("Polygon predictions are not yet supported for formatting") elif geom_type == "point": @@ -56,6 +57,7 @@ def format_geometry(predictions, scores=True): return df + def format_boxes(prediction, scores=True): """Format a retinanet prediction into a pandas dataframe for a single image. @@ -130,6 +132,7 @@ def plot_prediction_dataframe(df, return written_figures + def plot_points(image, points, color=None, radius=5, thickness=1): """Plot points on an image Args: @@ -143,7 +146,7 @@ def plot_points(image, points, color=None, radius=5, thickness=1): """ if image.shape[0] == 3: warnings.warn("Input images must be channels last format [h, w, 3] not channels " - "first [3, h, w], using np.rollaxis(image, 0, 3) to invert!") + "first [3, h, w], using np.rollaxis(image, 0, 3) to invert!") image = np.rollaxis(image, 0, 3) if image.dtype == "float32": image = image.astype("uint8") @@ -152,10 +155,14 @@ def plot_points(image, points, color=None, radius=5, thickness=1): color = (0, 165, 255) # Default color is orange for point in points: - cv2.circle(image, (int(point[0]), int(point[1])), color=color, radius=radius, thickness=thickness) + cv2.circle(image, (int(point[0]), int(point[1])), + color=color, + radius=radius, + thickness=thickness) return image + def plot_predictions(image, df, color=None, thickness=1): """Plot a set of boxes on an image By default this function does not show, but only plots an axis Label column must be numeric! Image must be BGR @@ -197,15 +204,19 @@ def plot_predictions(image, df, color=None, thickness=1): cv2.polylines(image, polygon, True, color, thickness=thickness) elif geometry_type == "Point": int_coords = lambda x: np.array(x).round().astype(np.int32) - cv2.circle(image, (int_coords(row["geometry"].x), int_coords(row["geometry"].y)), color=color, radius=5, thickness=thickness) + cv2.circle(image, + (int_coords(row["geometry"].x), int_coords(row["geometry"].y)), + color=color, + radius=5, + thickness=thickness) else: raise ValueError("Only polygons and points are supported") elif "xmin" in df.columns: cv2.rectangle(image, (int(row["xmin"]), int(row["ymin"])), - (int(row["xmax"]), int(row["ymax"])), - color=color, - thickness=thickness, - lineType=cv2.LINE_AA) + (int(row["xmax"]), int(row["ymax"])), + color=color, + thickness=thickness, + lineType=cv2.LINE_AA) elif "x" in df.columns: cv2.circle(image, (row["x"], row["y"]), color=color, From a38c2b30ac863c523f006514260ce6a0cd53e045 Mon Sep 17 00:00:00 2001 From: bw4sz Date: Mon, 22 Jul 2024 10:45:37 -0700 Subject: [PATCH 08/13] doc strings --- deepforest/preprocess.py | 3 ++- deepforest/utilities.py | 38 +++++++++++++++++++------------------- 2 files changed, 21 insertions(+), 20 deletions(-) diff --git a/deepforest/preprocess.py b/deepforest/preprocess.py index d5fedc04..a1704b0a 100644 --- a/deepforest/preprocess.py +++ b/deepforest/preprocess.py @@ -136,7 +136,8 @@ def split_raster(annotations_file=None, allow_empty=False, image_name=None, save_dir="."): - """Divide a large tile into smaller arrays. Each crop will be saved to file. + """Divide a large tile into smaller arrays. Each crop will be saved to + file. Args: numpy_image: a numpy object to be used as a raster, usually opened from rasterio.open.read(), in order (height, width, channels) diff --git a/deepforest/utilities.py b/deepforest/utilities.py index 620cf002..f0c83b25 100644 --- a/deepforest/utilities.py +++ b/deepforest/utilities.py @@ -29,7 +29,7 @@ def read_config(config_path): - """Read config yaml file""" + """Read config yaml file.""" try: with open(config_path, 'r') as f: config = yaml.load(f, Loader=yaml.FullLoader) @@ -193,10 +193,9 @@ def use_release( def read_pascal_voc(xml_path): - """ - Load annotations from xml format (e.g. RectLabel editor) and convert + """Load annotations from xml format (e.g. RectLabel editor) and convert them into retinanet annotations format. - + Args: xml_path (str): Path to the annotations xml, formatted by RectLabel Returns: @@ -256,13 +255,13 @@ def read_pascal_voc(xml_path): def convert_point_to_bbox(gdf, buffer_size): - """ - Convert an input point type annotation to a bounding box by buffering the point with a fixed size. - + """Convert an input point type annotation to a bounding box by buffering + the point with a fixed size. + Args: gdf (GeoDataFrame): The input point type annotation. buffer_size (float): The size of the buffer to be applied to the point. - + Returns: gdf (GeoDataFrame): The output bounding box type annotation. """ @@ -296,13 +295,13 @@ def shapefile_to_annotations(shapefile, convert_point=False, geometry_type=None, save_dir=None): - """ - Convert a shapefile of annotations into annotations csv file for DeepForest training and evaluation - + """Convert a shapefile of annotations into annotations csv file for + DeepForest training and evaluation. + Args: shapefile: Path to a shapefile on disk. If a label column is present, it will be used, else all labels are assumed to be "Tree" rgb: Path to the RGB image on disk - root_dir: Optional directory to prepend to the image_path column + root_dir: Optional directory to prepend to the image_path column Returns: results: a pandas dataframe """ @@ -427,7 +426,9 @@ def determine_geometry_type(df): def read_file(input, root_dir=None): - """Read a file and return a geopandas dataframe. This is the main entry point for reading annotations into deepforest. + """Read a file and return a geopandas dataframe. + + This is the main entry point for reading annotations into deepforest. Args: input: a path to a file or a pandas dataframe root_dir: Optional directory to prepend to the image_path column @@ -643,14 +644,13 @@ def check_image(image): def image_to_geo_coordinates(gdf, root_dir, flip_y_axis=False): - """ - Convert from image coordinates to geographic coordinates. - + """Convert from image coordinates to geographic coordinates. + Args: gdf: A geodataframe. root_dir: Directory of images to lookup image_path column. flip_y_axis: If True, reflect predictions over y axis to align with raster data in QGIS, which uses a negative y origin compared to numpy. - + Returns: transformed_gdf: A geospatial dataframe with the boxes optionally transformed to the target crs. """ @@ -815,8 +815,8 @@ def boxes_to_shapefile(df, root_dir, projected=True, flip_y_axis=False): def annotations_to_shapefile(df, transform, crs): - """ - Convert output from predict_image and predict_tile to a geopandas data.frame + """Convert output from predict_image and predict_tile to a geopandas + data.frame. Args: df: prediction data.frame with columns ['xmin','ymin','xmax','ymax','label','score'] From 6e9dd217928e7d156a38beb467e46cbe23710a95 Mon Sep 17 00:00:00 2001 From: bw4sz Date: Mon, 22 Jul 2024 11:41:21 -0700 Subject: [PATCH 09/13] Remove cross referencing --- docs/deepforestr.md | 22 +++++++++++++--------- docs/index.rst | 3 ++- docs/landing.md | 2 +- docs/prebuilt.md | 1 + 4 files changed, 17 insertions(+), 11 deletions(-) diff --git a/docs/deepforestr.md b/docs/deepforestr.md index 89a85129..3a949ab2 100644 --- a/docs/deepforestr.md +++ b/docs/deepforestr.md @@ -16,13 +16,8 @@ This will create a local Python installation that will only be used by R and ins If installing on Windows you need to [install RTools](https://cran.r-project.org/bin/windows/Rtools/) before installing the R package. ```R -install.packages('reticulate') # Install R package for interacting with Python -reticulate::install_miniconda() # Install Python -reticulate::py_install(c('gdal', 'rasterio', 'fiona')) # Install spatial dependencies via conda -reticulate::conda_remove('r-reticulate', packages = c('mkl')) # Remove package that causes conflicts on Windows (and maybe macOS) -reticulate::py_install('DeepForest', pip=TRUE) # Install the Python retriever package -devtools::install_github('weecology/deepforestr') # Install the R package for running the retriever -install.packages('raster') # For visualizing output for rasters +devtools::install_github('weecology/deepforestr') # Install the R package from GitHub +deepforestr::install_deepforest() # Install Python & DeepForest; Takes ~3 minutes ``` **After running these commands restart R.** @@ -60,14 +55,23 @@ Alternatively you can select the Python environment through the `reticulate` pac ```R library(reticulate) -use_conda('name_of_conda_environment') +conda_create("name_of_environment") + +# install Python packages e.g SciPy, deepforest +conda_install("name_of_environment", "scipy", "deepforest") +use_condaenv('name_of_environment') ``` or `virtualenv`: ```R library(reticulate) -use_virtualenv("path_to_virtualenv_environment") +# create a new environment +virtualenv_create("name_of_environment") + +# install Python packages +virtualenv_install("name_of_environment", "scipy", "deepforest") +use_virtualenv("name_of_environment") ``` You can check to see which Python environment is being used with: diff --git a/docs/index.rst b/docs/index.rst index 6e7bf003..8f319778 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -37,7 +37,7 @@ Get suggestions on how to improve a model by using the [discussion board](https: `Source code`_ is available on GitHub. .. toctree:: - :maxdepth: 3 + :maxdepth: 2 :caption: Contents: landing @@ -65,6 +65,7 @@ Get suggestions on how to improve a model by using the [discussion board](https: use CONTRIBUTING.md sample + examples/Australia Indices and tables diff --git a/docs/landing.md b/docs/landing.md index 17d6a15c..085f88b8 100644 --- a/docs/landing.md +++ b/docs/landing.md @@ -1,6 +1,6 @@ # What is DeepForest? -DeepForest is a python package for training and predicting ecological objects in airborne imagery. DeepForest currently comes with a tree crown object detection model and a bird detection model. Both are single class modules that can be extended to species classification based on new data. Users can extend these models by annotating and training custom models. +DeepForest is a python package for training and predicting ecological objects in airborne imagery. DeepForest comes with models for immediate use and finetuning. Both are single class modules that can be extended to species classification based on new data. Users can extend these models by annotating and training custom models. ![](../www/image.png) diff --git a/docs/prebuilt.md b/docs/prebuilt.md index 4b561045..8ba0dee6 100644 --- a/docs/prebuilt.md +++ b/docs/prebuilt.md @@ -1,3 +1,4 @@ +(prebuilt_models)= # Prebuilt models At the moment, DeepForest has two prebuilt models: Bird Detection and Tree Crown Detection. From 0d5254afcdcdbbd10b01add0b45fa1dc4feb423f Mon Sep 17 00:00:00 2001 From: bw4sz Date: Tue, 23 Jul 2024 11:42:03 -0700 Subject: [PATCH 10/13] update docs --- deepforest/utilities.py | 2 +- docs/annotation.md | 43 +--------------- docs/examples/Australia.ipynb | 2 +- docs/getting_started.md | 94 ++++------------------------------- docs/index.rst | 4 +- docs/installation.md | 4 ++ docs/landing.md | 2 +- docs/prebuilt.md | 1 - docs/sample.ipynb | 60 ---------------------- docs/visualizations.md | 21 ++++++-- 10 files changed, 36 insertions(+), 197 deletions(-) delete mode 100644 docs/sample.ipynb diff --git a/deepforest/utilities.py b/deepforest/utilities.py index f0c83b25..eea49252 100644 --- a/deepforest/utilities.py +++ b/deepforest/utilities.py @@ -442,7 +442,7 @@ def read_file(input, root_dir=None): elif input.endswith((".shp", ".gpkg")): df = shapefile_to_annotations(input, root_dir=root_dir) elif input.endswith(".xml"): - df = xml_to_annotations(input) + df = read_pascal_voc(input) else: raise ValueError( "File type {} not supported. DeepForest currently supports .csv, .shp or .xml files. See https://deepforest.readthedocs.io/en/latest/annotation.html " diff --git a/docs/annotation.md b/docs/annotation.md index 4c04f41b..e9b9fa6a 100644 --- a/docs/annotation.md +++ b/docs/annotation.md @@ -1,5 +1,5 @@ # Annotation -Annotation is likely the most important part of machine learning projects. Fancy models are nice, but data is always paramount. If you aren't happy with model performance, annotating new samples is always the best first idea. +Annotation is likely the most important part of machine learning projects. Fancy models are nice, but data are always paramount. If you aren't happy with model performance, annotating new samples is the best idea. ## How should I annotate images? For quick annotations of a few images, we recommend using QGIS or ArcGIS. Either as project or unprojected data. Create a shapefile for each image. @@ -15,47 +15,6 @@ For longer term projects, we recommend [label-studio](https://labelstud.io/) as ## Do I need annotate all objects in my image? Yes! Object detection models use the non-annotated areas of an image as negative data. We know that it can be exceptionally hard to annotate all trees in an image, or determine the classes of all birds in an image. However, if you have objects in the image that are not annotated, the model is learning *to ignore* those portion of the image. This can severely affect model performance. -## Annotation geometries - -DeepForest was originally designed for bounding box annotations. As of DeepForest 1.4.0, Point and Polygon annotation are also supported. There are two ways to format annotations, depending on what kind of annotation platform you were using. - -### Box CSV file format - -### Point CSV file format - -### Polygon CSV file format - -Since we cannot anticipate the number of vertexes in a polygon, we use Well-Known-Text (wkt) format. - -## Can I annotate points instead of bounding boxes? -Yes. This makes more sense for the bird detection task, as trees tend to vary widely in size. Often, birds will be a standard size compared to the image resolution. - -If you would like to train a model, here is a quick video on a simple way to annotate images. - -

- -Using a shapefile, we could turn it into a dataframe of bounding box annotations by converting the points into boxes. If you already have boxes, you can exclude convert_to_boxes and buffer_size. - -```python -df = shapefile_to_annotations( - shapefile="annotations.shp", - rgb="image_path", convert_to_boxes=True, buffer_size=0.15 -) -``` - -Optionally, we can split these annotations into crops if the image is large and will not fit into memory. This is often the case. -```python -df.to_csv("full_annotations.csv",index=False) -annotations = preprocess.split_raster( - path_to_raster=image_path, - annotations_file="full_annotations.csv", - patch_size=450, - patch_overlap=0, - base_dir=directory_to_save_crops, - allow_empty=False -) -``` - ## Cutting large tiles into pieces It is often difficult to annotate very large airborne imagery. DeepForest has a small utility to crop images into smaller chunks that can be annotated more easily. diff --git a/docs/examples/Australia.ipynb b/docs/examples/Australia.ipynb index e4af35db..10dba952 100644 --- a/docs/examples/Australia.ipynb +++ b/docs/examples/Australia.ipynb @@ -422,7 +422,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.1.undefined" + "version": "3.12.1" } }, "nbformat": 4, diff --git a/docs/getting_started.md b/docs/getting_started.md index 73651b74..abcfe52d 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -48,17 +48,18 @@ boxes = model.predict_image(path=image_path, return_plot = False) ``` ``` -boxes.head() - xmin ymin xmax ymax label scores -0 334.708405 342.333954 375.941376 392.187531 0 0.736650 -1 295.990601 371.456604 331.521240 400.000000 0 0.714327 -2 216.828201 207.996216 245.123276 240.167023 0 0.691064 -3 276.206848 330.758636 303.309631 363.038422 0 0.690987 -4 328.604736 45.947182 361.095276 80.635254 0 0.638212 +>>> boxes + xmin ymin xmax ymax label score image_path +0 330.0 342.0 373.0 391.0 Tree 0.802979 OSBS_029.png +1 216.0 206.0 248.0 242.0 Tree 0.778803 OSBS_029.png +2 325.0 44.0 363.0 82.0 Tree 0.751573 OSBS_029.png +3 261.0 238.0 296.0 276.0 Tree 0.748605 OSBS_029.png +4 173.0 0.0 229.0 33.0 Tree 0.738210 OSBS_029.png +5 258.0 198.0 291.0 230.0 Tree 0.716250 OSBS_029.png +6 97.0 305.0 152.0 363.0 Tree 0.711664 OSBS_029.png +7 52.0 72.0 85.0 108.0 Tree 0.698782 OSBS_029.png ``` -For the tree release model, there is only one category "Tree", which is numeric 0 label. - ### Predict a tile Large tiles covering wide geographic extents cannot fit into memory during prediction and would yield poor results due to the density of bounding boxes. Often provided as geospatial .tif files, remote sensing data is best suited for the ```predict_tile``` function, which splits the tile into overlapping windows, performs prediction on each of the windows, and then reassembles the resulting annotations. @@ -79,79 +80,4 @@ plt.show() We encourage users to try out a variety of patch sizes. For 0.1m data, 400-800px per window is appropriate, but it will depend on the density of tree plots. For coarser resolution tiles, >800px patch sizes have been effective, but we welcome feedback from users using a variety of spatial resolutions. -### Predict a set of annotations - -During evaluation of ground truth data, it is useful to have a way to predict a set of images and combine them into a single data frame. The ```predict_generator``` method allows a user to point towards a file of annotations and returns the predictions for all images. - -Consider a headerless annotations.csv file in the following format - -``` -image_path, xmin, ymin, xmax, ymax, label -``` -with each bounding box on a separate row. The image path is relative to the root dir. Its often easiest to just save the .csv file alongside the images. - -We can view predictions by supplying a save dir ("." = current directory). Predictions in green, annotations in black. - -```python -import os - -csv_file = get_data("testfile_deepforest.csv") -boxes = model.predict_file(csv_file=csv_file, root_dir = os.path.dirname(csv_file),savedir=".") -``` - -### Projecting predictions - -DeepForest operates on image data without any concept of geopgraphic projection. -Annotations and predictions are made in reference to the image coordinate system (0,0). It is often useful to transform this to geographic coordinates. [Rasterio](https://rasterio.readthedocs.io/en/latest/quickstart.html#dataset-georeferencing) provides us with helpful utilities to do this based on a projected image. - -For example, consider some sample data that comes with package. We can read in the image, get the transform and coordinate reference system (crs). - -``` - img = get_data("OSBS_029.tif") - r = rasterio.open(img) - transform = r.transform - crs = r.crs - print(crs) -``` - -``` - CRS.from_epsg(32617) -``` - -We can predict tree crowns in the image and then convert them back into projected space -``` - m = main.deepforest() - m.use_release(check_release=False) - df = m.predict_image(path=img) - gdf = utilities.annotations_to_shapefile(df, transform=transform, crs=crs) -``` - -``` - gdf.total_bounds - array([ 404211.95, 3285102.85, 404251.95, 3285142.85]) - gdf.crs - - Name: WGS 84 / UTM zone 17N - Axis Info [cartesian]: - - [east]: Easting (metre) - - [north]: Northing (metre) - Area of Use: - - undefined - Coordinate Operation: - - name: UTM zone 17N - - method: Transverse Mercator - Datum: World Geodetic System 1984 - - Ellipsoid: WGS 84 - - Prime Meridian: Greenwich -``` -### Customizing box appearance for predictions - -The color and line thickness of boxes can be customized using the `color` and `thickness` arguments. -`color` is the color of the bounding box as a tuple of BGR color, e.g. orange annotations is (0, 165, 255). -`thickness` is the thickness of the rectangle border line in pixels. - -```python -image_path = get_data("OSBS_029.png") -boxes = model.predict_image(path=image_path, return_plot = True, color=(0, 165, 255), thickness=3) -``` \ No newline at end of file diff --git a/docs/index.rst b/docs/index.rst index 8f319778..be487bc4 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -44,6 +44,7 @@ Get suggestions on how to improve a model by using the [discussion board](https: installation prebuilt getting_started + ConfigurationFile annotation training Evaluation @@ -51,12 +52,11 @@ Get suggestions on how to improve a model by using the [discussion board](https: visualizations Model_Architecture CropModel - ConfigurationFile - deepforestr FAQ better scaling ExtendingModule + deepforestr code_of_conduct.rst history.rst source/deepforest diff --git a/docs/installation.md b/docs/installation.md index dbe7d748..36fc6860 100644 --- a/docs/installation.md +++ b/docs/installation.md @@ -32,6 +32,10 @@ conda activate deepforest conda install deepforest -c conda-forge ``` +## Geopandas Errors + +Occasionally, it is easier to conda install geopandas, followed by pip install DeepForest. Geopandas has compiled libraries that need conda to work best (unless you already have GDAL installed). Once geopandas is install DeepForest can find it and pip can be much faster. See [geopandas documentation](https://geopandas.org/en/latest/getting_started/install.html) for more solutions. + ## Source Installation DeepForest can alternatively be installed from source using the github repository. The python package dependencies are managed by conda. diff --git a/docs/landing.md b/docs/landing.md index 085f88b8..03ef4dc5 100644 --- a/docs/landing.md +++ b/docs/landing.md @@ -21,7 +21,7 @@ For more about the motivation behind DeepForest, see some recent talks we have g ## Where can I get help, learn from others, and report bugs? -Given the enormous array of forest types and image acquisition environments, it is unlikely that your image will be perfectly predicted by a prebuilt model. Below are some tips and some general guidelines to improve predictions. +Given the enormous array of image types and image acquisition environments, it is unlikely that your image will be perfectly predicted by a prebuilt model. Below are some tips and some general guidelines to improve predictions. Get suggestions on how to improve a model by using the [discussion board](https://github.com/weecology/DeepForest/discussions). Please be aware that only feature requests or bug reports should be posted on the [issues page](https://github.com/weecology/DeepForest/issues). diff --git a/docs/prebuilt.md b/docs/prebuilt.md index 8ba0dee6..4b561045 100644 --- a/docs/prebuilt.md +++ b/docs/prebuilt.md @@ -1,4 +1,3 @@ -(prebuilt_models)= # Prebuilt models At the moment, DeepForest has two prebuilt models: Bird Detection and Tree Crown Detection. diff --git a/docs/sample.ipynb b/docs/sample.ipynb deleted file mode 100644 index 2ba7ae43..00000000 --- a/docs/sample.ipynb +++ /dev/null @@ -1,60 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Tutorial loading Deepforest" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "!pip install deepforest" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from deepforest import main\n", - "from deepforest import get_data\n", - "import os\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# model = main.deepforest()\n", - "# model.use_release()\n", - "\n", - "# img = model.predict_image(path=\"../tests/data/OSBS_029_0.png\",return_plot=True)\n", - "# #predict_image returns plot in BlueGreenRed (opencv style), but matplotlib likes RedGreenBlue, switch the channel order.\n", - "# plt.imshow(img[:,:,::-1])" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.9" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/docs/visualizations.md b/docs/visualizations.md index 14f61528..29d358bc 100644 --- a/docs/visualizations.md +++ b/docs/visualizations.md @@ -1,11 +1,24 @@ # Visualization -## Description +Simple visualization can be done during inference and saved. These are intended as quick ways of looking at data and lack the customized options below. + +``` +The color and line thickness of boxes can be customized using the `color` and `thickness` arguments. +`color` is the color of the bounding box as a tuple of BGR color, e.g. orange annotations is (0, 165, 255). +`thickness` is the thickness of the rectangle border line in pixels. + +```python +image_path = get_data("OSBS_029.png") +boxes = model.predict_image(path=image_path, return_plot = True, color=(0, 165, 255), thickness=3) +``` + + +## More advanced visualizations The `convert_to_sv_format` function converts DeepForest prediction results into a `supervision.Detections` object. This object contains bounding boxes, class IDs, confidence scores, and class names. It is designed to facilitate the visualization and further processing of object detection results using [supervision](https://supervision.roboflow.com/latest/) library. -## Arguments +### Arguments - `df (pd.DataFrame)`: The DataFrame containing the results from `predict_image` or `predict_tile`. The DataFrame is expected to have the following columns: - `xmin`: The minimum x-coordinate of the bounding box. @@ -16,7 +29,7 @@ The `convert_to_sv_format` function converts DeepForest prediction results into - `score`: The confidence score of the detection. - `image_path`: The path to the image (optional, not used in this function). -## Returns +### Returns - `sv.Detections`: A `supervision.Detections` object containing: - `xyxy (ndarray)`: A 2D numpy array of shape (_, 4) with bounding box coordinates. @@ -24,8 +37,6 @@ The `convert_to_sv_format` function converts DeepForest prediction results into - `confidence (ndarray)`: A numpy array of confidence scores. - `data (Dict[str, List[str]])`: A dictionary containing additional data, including class names. -## Usage Example - ### Example 1: Converting Prediction Results and Annotating an Image ```python From d21d9419305b1241d16c88e8c87708d2b8dd40ac Mon Sep 17 00:00:00 2001 From: bw4sz Date: Wed, 24 Jul 2024 09:05:31 -0700 Subject: [PATCH 11/13] add doc --- docs/Reading_and_Writing | 90 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 90 insertions(+) create mode 100644 docs/Reading_and_Writing diff --git a/docs/Reading_and_Writing b/docs/Reading_and_Writing new file mode 100644 index 00000000..323dde06 --- /dev/null +++ b/docs/Reading_and_Writing @@ -0,0 +1,90 @@ +# Reading in data + +The most time confusing part of many open source projects in getting the data in and out. This is because there are so many formats and ways a user might arrive at the package. DeepForest has collated many use cases into a single read_file function that will attempt to read many common data formats, projected/unprojected data and create a dataframe ready for DeepForest functions. + +## Annotation geometries and coordinate systems + +DeepForest was originally designed for bounding box annotations. As of DeepForest 1.4.0, Point and Polygon annotation are also supported. There are two ways to format annotations, depending on what kind of annotation platform you were using. 'read_file' can read points, polygons, boxes, in both coordinates with reference to image origin, as well as projected coordinates on the earth's surface. + +### Boxes + +#### CSV + +Here the annotations are in plain csv files, with coordinates relative to image origin. +``` +(DeepForest) (base) benweinstein@Bens-MacBook-Pro data % cat OSBS_029.csv +image_path,xmin,ymin,xmax,ymax,label +OSBS_029.tif,203,67,227,90,Tree +OSBS_029.tif,256,99,288,140,Tree +OSBS_029.tif,166,253,225,304,Tree +OSBS_029.tif,365,2,400,27,Tree +OSBS_029.tif,312,13,349,47,Tree +OSBS_029.tif,365,21,400,70,Tree +OSBS_029.tif,278,1,312,37,Tree +OSBS_029.tif,364,204,400,246,Tree +``` +``` +filename = get_data("OSBS_029.csv") +utilities.read_file(filename) + image_path xmin ymin xmax ymax label geometry +0 OSBS_029.tif 203 67 227 90 Tree POLYGON ((227.000 67.000, 227.000 90.000, 203.... +1 OSBS_029.tif 256 99 288 140 Tree POLYGON ((288.000 99.000, 288.000 140.000, 256... +2 OSBS_029.tif 166 253 225 304 Tree POLYGON ((225.000 253.000, 225.000 304.000, 16... +3 OSBS_029.tif 365 2 400 27 Tree POLYGON ((400.000 2.000, 400.000 27.000, 365.0... +4 OSBS_029.tif 312 13 349 47 Tree POLYGON ((349.000 13.000, 349.000 47.000, 312.... +``` +> **Note:** To mantain continuity with <1.4.0 versions, the function for boxes continues to output xmin, ymin, xmax, ymax columns as individual columns as well. * + +### Shapefiles + +Geographic data can also be saved as shapefiles with projected coordinates + +``` +gdf.iloc[0] +geometry POLYGON ((404222.4 3285121.5, 404222.4 3285122... +label Tree +image_path /Users/benweinstein/Documents/DeepForest/deepf... +Name: 0, dtype: object +``` + +These coordinates are made relative to the image origin when the file is read. + +``` +shp = utilities.read_file(input="{}/test_read_file_boxes_projected.shp".format(tmpdir)) +shp.head() + label image_path geometry +0 Tree OSBS_029.tif POLYGON ((105.000 214.000, 95.000 214.000, 95.... +1 Tree OSBS_029.tif POLYGON ((205.000 214.000, 195.000 214.000, 19... +``` + +## Points + +### CSV + +### Shapefile +``` +annotations = utilities.read_file(input="{}/test_read_file_points_projected.shp".format(tmpdir)) +annotations.head() + label image_path geometry +0 Tree OSBS_029.tif POINT (100.000 209.000) +1 Tree OSBS_029.tif POINT (200.000 209.000) +``` + +## Polygons + +## CSV + + +## Shapfile +``` +annotations = utilities.read_file(input="{}/test_read_file_polygons_unprojected.shp".format(tmpdir)) +annotations.head() + label image_path geometry +0 Tree OSBS_029.png POLYGON ((0.00000 0.00000, 0.00000 2.00000, 1.... +1 Tree OSBS_029.png POLYGON ((2.00000 2.00000, 2.00000 4.00000, 3.... +``` + +# Writing Data + +## Converting from image to geographic coordinates + From aa8afff7a61b1cf16652eaccbbdd27d1b50c07ed Mon Sep 17 00:00:00 2001 From: bw4sz Date: Wed, 24 Jul 2024 09:06:28 -0700 Subject: [PATCH 12/13] accidentily deleted notebook --- docs/sample.ipynb | 60 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 60 insertions(+) create mode 100644 docs/sample.ipynb diff --git a/docs/sample.ipynb b/docs/sample.ipynb new file mode 100644 index 00000000..2ba7ae43 --- /dev/null +++ b/docs/sample.ipynb @@ -0,0 +1,60 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Tutorial loading Deepforest" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "!pip install deepforest" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from deepforest import main\n", + "from deepforest import get_data\n", + "import os\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# model = main.deepforest()\n", + "# model.use_release()\n", + "\n", + "# img = model.predict_image(path=\"../tests/data/OSBS_029_0.png\",return_plot=True)\n", + "# #predict_image returns plot in BlueGreenRed (opencv style), but matplotlib likes RedGreenBlue, switch the channel order.\n", + "# plt.imshow(img[:,:,::-1])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 3792b6c16ac528d7e469c4e6c3bbb45a92d417fb Mon Sep 17 00:00:00 2001 From: henry senyondo Date: Sun, 28 Jul 2024 21:29:49 -0400 Subject: [PATCH 13/13] Update HISTORY.rst Add support for multiple annotation types (point, box, polygon) --- HISTORY.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/HISTORY.rst b/HISTORY.rst index 2e800f8c..a8479d8d 100644 --- a/HISTORY.rst +++ b/HISTORY.rst @@ -4,6 +4,7 @@ DeepForest Change Log **1.3.5** +Add Support for multiple annotation types (point, box, polygon). Create a utilities.download_ArcGIS_REST function to download tiles from ArcGIS REST API. For example to download NAIP imagery. **1.3.3**