From 8ad56e4d8d878b2d654d631840c451e3475ebbcd Mon Sep 17 00:00:00 2001 From: trinade Date: Fri, 1 Aug 2025 16:56:37 +0200 Subject: [PATCH 1/3] removed trailing space in setup.py --- notebooks/pyplaque_uti.ipynb | 1476 ++++++++++++++++++++++++++++++++++ setup.py | 2 +- 2 files changed, 1477 insertions(+), 1 deletion(-) create mode 100644 notebooks/pyplaque_uti.ipynb diff --git a/notebooks/pyplaque_uti.ipynb b/notebooks/pyplaque_uti.ipynb new file mode 100644 index 0000000..a066e0d --- /dev/null +++ b/notebooks/pyplaque_uti.ipynb @@ -0,0 +1,1476 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Processing UTI cellular markers\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Loading packages" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/de29/Applications/miniforge3/envs/pyplaque/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import matplotlib.patches as mpatches\n", + "import pandas as pd\n", + "import re\n", + "from skimage.exposure import adjust_gamma\n", + "from tqdm.auto import tqdm\n", + "\n", + "from PyPlaque.experiment import CrystalViolet\n", + "from PyPlaque.specimen import PlaquesImageGray, PlaquesMask\n", + "from PyPlaque.view import PlateImage\n", + "from PyPlaque.utils import (stitch_wells, centroid, compare_plaque_detection_from_image,\n", + " plot_bbox_plaques_mask, boxplot_quants)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Initialising parameters and data\n", + "###### Since we would now like to get the readouts and see the usefulness other functionalities from PyPlaque for a Crystal Violet Plate, we define a new ```CrystalViolet``` class instance to work with them.
```base_dir``` is folder above the image and mask folders for all the plates. ```params``` are set to None to choose using the default parameters but values can be updated.
Using ```exp.get_individual_plates()``` we get the individual plate and plate mask folders for the given pattern and ```exp.get_number_of_plates()``` gives us the number of plates found according to the ```folder_pattern``` regex (https://docs.python.org/3/howto/regex.html), here just 1. The maximum number of wells per channel here for the data we have considered is 6." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Loading multiple plates and plate masks as an experiment\n", + "base_dir = '../../../../DeepUTI/ds1/test/'\n", + "\n", + "exp = CrystalViolet(base_dir+'img/', base_dir+'man_mask/',\n", + " params = None) # default values in class, option to update" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['cls'] ['cls']\n", + "1\n" + ] + } + ], + "source": [ + "# In this case, the individual plate is the urine microscopy images and\n", + "# their corresponding mask directories. Make sure to have similar directories for \n", + "# images and masks(even if empty)\n", + "plate_dirs, plate_mask_dirs = exp.get_individual_plates(folder_pattern=r'cls$')\n", + "\n", + "print(plate_dirs, plate_mask_dirs)\n", + "\n", + "# We are choosing via the pattern above to ignore all other plates other than this one\n", + "print(exp.get_number_of_plates())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### UTI cellular marker Images and Masks\n", + "###### ```exp.load_well_images_and_masks_for_plate()``` helps us load into memory all data for the cellular markers, corresponding to the given index from the plates found ```plate_id``` and file pattern ```file_pattern```. Here the mask path is not empty for us but they can also be generated from images as we will show later. Unlike in Fluorescent Plate we do not generate these by default if missing since it is a little more difficult in this case and it is up to the user whether to use it after seeing the results below." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100it [00:00, 99179.57it/s]\n", + "100%|██████████| 100/100 [00:00<00:00, 189.12it/s]\n", + "100it [00:00, 94872.29it/s]\n", + "100%|██████████| 100/100 [00:00<00:00, 314.40it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dict_keys(['cls'])\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "#Example considering all data from the selected plate\n", + "plate_dict = exp.load_well_images_and_masks_for_plate(plate_id=0, additional_subfolders=None, ext='*.tif') # Default ext='*.png'\n", + "print(plate_dict.keys())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "###### We then show the image name, image and mask from the loaded data." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(plate_dict[plate_dirs[0]]['image_name'][0])\n", + "plt.imshow(plate_dict[plate_dirs[0]]['img'][0])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(plate_dict[plate_dirs[0]]['image_name'][0])\n", + "plt.imshow(plate_dict[plate_dirs[0]]['mask'][0], cmap='gray')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Grayscale Images and Masks\n", + "###### ```exp.load_well_images_and_masks_for_plate()``` also has the option to load into memory all data for the crystal violet plate in grayscale using the ```all_grayscale``` flag. This is particularly useful because it reduces our computation cost due to single channel instead of multi-channel images and is necessary for certain functionalities such as eccentricity readouts of plaques in a well.
We then verify the number of images read and show an image name, image from the loaded data for the plate." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100it [00:00, 152464.70it/s]\n", + "100%|██████████| 100/100 [00:00<00:00, 122.41it/s]\n", + "100it [00:00, 159479.24it/s]\n", + "100%|██████████| 100/100 [00:00<00:00, 188.33it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dict_keys(['cls'])\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# Example considering all wells from the selected plate reading images also in grayscale\n", + "plate_dict = exp.load_well_images_and_masks_for_plate(plate_id=0, additional_subfolders=None,\n", + " all_grayscale=True, file_pattern=None, ext='*.tif')\n", + "print(plate_dict.keys())" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(plate_dict[plate_dirs[0]]['image_name'][0])\n", + "plt.imshow(plate_dict[plate_dirs[0]]['img'][0], cmap='gray')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "###### We can use the function ```exp.extract_masked_wells()``` to get the masked image of the microscope field that helps us to get an unobstructed view of the cellular objects without the background of the plate, medium or any other noise.
Here we take the image from index 0 of the plate dictionary ```plate_dict``` and show the masked plaques in it." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 100/100 [00:00<00:00, 537042.77it/s]\n", + "100%|██████████| 100/100 [00:00<00:00, 846.72it/s]\n" + ] + } + ], + "source": [ + "# Assuming that wells were numbered in raster scan fashion from left to right, row by row\n", + "plate_dict = exp.extract_masked_wells(plate_id=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "i = 0\n", + "j = 0\n", + "plt.figure()\n", + "plt.axis('off')\n", + "plt.title(plate_dirs[0]+\"-\"+str(i)+\",\"+str(j))\n", + "plt.imshow(plate_dict[plate_dirs[0]]['masked_img'][0], cmap='gray')\n", + "# plt.savefig(\"../../../manuscript/figs/masked_plaques_6446_\"+str(i)+str(j)+\".png\",\n", + "# bbox_inches='tight', dpi=300)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Getting Cellular Object Count\n", + "###### Since counting of objects is one of the most basic tasks performed by urologists, we would want to use automated software such as PyPlaque to achieve it. We can do so by instantiating the ```PlaquesMask()``` class for each image (here only the mask of the image being important for the count). We can then use the ```plq_mask.get_plaques()``` function to get the count of the objects in the image. The ```min_area``` and ```max_area``` parameters here can help to look at a different set of objects within the size range of the default value of these parameters can be used." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 100/100 [00:00<00:00, 512125.03it/s]\n", + "100%|██████████| 100/100 [00:01<00:00, 70.60it/s]\n", + "100%|██████████| 100/100 [00:00<00:00, 201649.23it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif : 29 \n", + "\n", + "../../../../DeepUTI/ds1/test/img/cls/130 V 261021.tif : 32 \n", + "\n", + "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif : 1 \n", + "\n", + "../../../../DeepUTI/ds1/test/img/cls/5821 C 280921.tif : 3 \n", + "\n", + "../../../../DeepUTI/ds1/test/img/cls/5830 H 061021.tif : 0 \n", + "\n", + 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"plaques_mask_gt_list = [PlaquesMask(name = str(plate_dict[plate_dirs[0]]['image_name'][i]),\n", + " plaques_mask = plate_dict[plate_dirs[0]]['mask'][i]) \n", + " for i in tqdm(range(len(plate_dict[plate_dirs[0]]['img'])))]\n", + "plaques_count_gt_list = [len(plq_mask.get_plaques(min_area=0, max_area=2000)) for plq_mask in tqdm(plaques_mask_gt_list)]\n", + "\n", + "[print(plq_mask.name, \" : \", plq_count, \"\\n\") for (plq_mask, plq_count) \n", + "in tqdm(list(zip(plaques_mask_gt_list, plaques_count_gt_list)))]\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Mask Generation Plaques\n", + "###### Here we create a new instance of an experiment ```exp2``` where we assume that we do not have the mask of the plaques available. We can tell the experiment to not expect it using the ```read_mask``` flag by setting it to False.Here we take only one image into consideration by using the appropriate ```file_pattern``` regex here. We show the resulting binary virus mask that is formed based on ```params``` that are the default ones used here." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100it [00:00, 117784.44it/s]\n", + "100%|██████████| 1/1 [00:00<00:00, 114.01it/s]\n", + "100it [00:00, 92773.81it/s]\n", + "100%|██████████| 1/1 [00:00<00:00, 93.45it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Getting masks generated from images in case we do not have them already\n", + "exp2 = CrystalViolet(base_dir+'img/', base_dir+'man_mask/',\n", + " params = None) # default values in class, option to update\n", + "_, _ = exp2.get_individual_plates(folder_pattern=r'cls$')\n", + "plate_dict_no_mask = exp2.load_well_images_and_masks_for_plate(plate_id=0,\n", + " additional_subfolders=None, all_grayscale=True, ext='*.tif',\n", + " file_pattern=r'4617 F 051021')\n", + "\n", + "\n", + "print(plate_dict_no_mask[plate_dirs[0]]['image_name'][0])\n", + "plt.imshow(plate_dict_no_mask[plate_dirs[0]]['img'][0], cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "15\n", + "252\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "\n", + "print(np.min(plate_dict_no_mask[plate_dirs[0]]['img'][0]))\n", + "print(np.max(plate_dict_no_mask[plate_dirs[0]]['img'][0]))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[PosixPath('../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/130 V 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/5821 C 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/5830 H 061021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/5868 I 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6024 I 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6032 K 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6075 B 280821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6189 J 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6189 Z 150921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6316 A 180821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6321 G 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6348 O 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6372 M 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6427 C 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6572 I 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6572 Y 010921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6598 B 031121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6676 X 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6696 D 220921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6707 D 031121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6713 Q 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6751 C 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6787 K 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6972 A 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7002 X 021021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7072 M 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7098 Y 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7107 L 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7143 U 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7164 F 021021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7236 U 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7340 L 231021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7362 C 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7390 M 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7390 X 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7448 J 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7524 F 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7546 E 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7546 R 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7557 J 280821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7607 A 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7622 J 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7677 I 180821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7691 C 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7697 O 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7707 D 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7714 B 250821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7727 R 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7734 F 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7758 M 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7822 G 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7831 S 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7847 E 231021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7858 D 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7870 H 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7873 B 220921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7873 N 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7893 Q 150921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7909 H 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7918 J 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7944 G 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7994 E 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8029 C 231021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8057 C 220921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8071 K 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8072 E 010921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8080 D 131021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8083 A 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8086 L 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8090 O 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8103 J 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8130 K 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8146 A 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8146 W 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8219 A 021121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8225 K 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8281 D 110821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8282 E 110821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8320 F 250821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8341 V 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8345 D 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8345 F 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8345 J 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8347 C 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8356 K 150921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8380 O 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8391 B 290921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8394 H 021021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8398 G 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8422 J 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8424 D 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8425 E 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8475 X 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8477 I 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8483 L 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8502 E 031121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8530 Z 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8540 B 261021.tif')]\n" + ] + } + ], + "source": [ + "print(plate_dict[plate_dirs[0]]['image_name'])" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "id = 2\n", + "print(plate_dict[plate_dirs[0]]['image_name'][id])\n", + "plt.imshow(plate_dict[plate_dirs[0]]['mask'][id],cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "img_temp = plate_dict_no_mask[plate_dirs[0]]['img'][0]\n", + "img_temp = 255 - img_temp\n", + "plate_dict_no_mask[plate_dirs[0]]['img'][0] = img_temp" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:00<00:00, 458.29it/s]\n", + "100%|██████████| 1/1 [00:00<00:00, 89.36it/s]\n" + ] + } + ], + "source": [ + "img_gadjusted_list = [adjust_gamma(img,\n", + " gamma=2.25,\n", + " gain=exp2.params['crystal_violet']['gain']) \n", + " for img in tqdm(plate_dict_no_mask[plate_dirs[0]]['img'])]\n", + "\n", + "mask_list = [PlaquesImageGray(exp2.plate_indiv_dir[0]+\"-\"+\n", + " str(i//exp2.params['crystal_violet']['ncols'])+\",\"+\n", + " str(i%exp2.params['crystal_violet']['ncols']),\n", + " img_gadjusted_list[i],\n", + " threshold=exp2.params['crystal_violet']['threshold'],\n", + " sigma=exp2.params['crystal_violet']['sigma']).plaques_mask\n", + " for i in tqdm(range(len(plate_dict_no_mask[plate_dirs[0]]['img'])))]" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(plate_dict_no_mask[plate_dirs[0]]['image_name'][0])\n", + "plt.imshow(plate_dict_no_mask[plate_dirs[0]]['img'][0], cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(plate_dict_no_mask[plate_dirs[0]]['image_name'][0])\n", + "plt.imshow(mask_list[0], cmap='gray')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Gamma adjustment of images before Mask Generation\n", + "###### Here we try to show a comparison of mask generation and therefore plaque detection results by using the raw images in grayscale and a gamma adjusted version of the images using ```adjust_gamma```. Parameters for gamma adjustment are set by default in the experiment but can be changed. We use the ```PlaquesImageGray()``` class to store the grayscale images (gamma adjsuted or otherwise) and then generate the plaque masks using parameters ```threshold``` and ```sigma```. ```plaques_mask_gadjusted_list``` contains the plaques detected from gamma adjusted grayscale images while ```plaques_list``` contains the plaques detected from the raw grayscale images." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 100/100 [00:00<00:00, 6070.17it/s]\n", + "100%|██████████| 100/100 [00:00<00:00, 553.59it/s]\n", + "100%|██████████| 100/100 [00:01<00:00, 97.95it/s]\n", + "100%|██████████| 100/100 [00:03<00:00, 33.11it/s]\n", + "100%|██████████| 100/100 [00:01<00:00, 92.60it/s]\n", + "100%|██████████| 100/100 [00:05<00:00, 18.48it/s]\n" + ] + } + ], + "source": [ + "#Verifying the count of plaques by generating masks from the images of the plaques themselves, \n", + "# gamma adjusting for better detection\n", + "exp.params['crystal_violet']['gamma'] = 2.25\n", + "exp.params['crystal_violet']['ncols'] = 10\n", + "exp.params['crystal_violet']['nrows'] = 10\n", + "exp.params['crystal_violet']['min_area'] = 0\n", + "exp.params['crystal_violet']['max_area'] = 500\n", + "\n", + "img_inverted_list = [255-img \n", + " for img in tqdm(plate_dict[plate_dirs[0]]['img'])]\n", + "\n", + "img_inverted_gadjusted_list = [adjust_gamma(img, \n", + " gamma=exp.params['crystal_violet']['gamma'],\n", + " gain=exp.params['crystal_violet']['gain']) \n", + " for img in tqdm(img_inverted_list)]\n", + "\n", + "plaques_mask_list = [PlaquesImageGray(plate_dirs[0]+\"-\"+\n", + " str(i//exp.params['crystal_violet']['ncols'])+\",\"+\n", + " str(i%exp.params['crystal_violet']['ncols']),\n", + " plate_dict[plate_dirs[0]]['img'][i],\n", + " threshold=exp.params['crystal_violet']['threshold'],\n", + " sigma=exp.params['crystal_violet']['sigma']) \n", + " for i in tqdm(range(len(plate_dict[plate_dirs[0]]['img'])))]\n", + "\n", + "plaques_list = [plq_mask.get_plaques(min_area = exp.params['crystal_violet']['min_area'], \n", + " max_area = exp.params['crystal_violet']['max_area']) \n", + " for plq_mask in tqdm(plaques_mask_list)]\n", + "\n", + "plaques_mask_gadjusted_list = [PlaquesImageGray(plate_dirs[0]+\"-\"+\n", + " str(i//exp.params['crystal_violet']['ncols'])+\",\"+\n", + " str(i%exp.params['crystal_violet']['ncols']),\n", + " img_inverted_gadjusted_list[i],\n", + " threshold=exp.params['crystal_violet']['threshold'],\n", + " sigma=exp.params['crystal_violet']['sigma']) \n", + " for i in tqdm(range(len(plate_dict[plate_dirs[0]]['img'])))]\n", + "\n", + "plaques_gadjusted_list = [plq_mask_gadjusted.get_plaques(\n", + " min_area = exp.params['crystal_violet']['min_area'], \n", + " max_area = exp.params['crystal_violet']['max_area']) \n", + " for plq_mask_gadjusted in tqdm(plaques_mask_gadjusted_list)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "# for i, (img, img_g) in enumerate(list(zip(plate_dict[plate_dirs[0]]['img'],img_inverted_gadjusted_list))):\n", + "# _, (ax1, ax2) = plt.subplots(1, 2,figsize=(32,8))\n", + "# ax1.imshow(img,cmap='gray')\n", + "# ax1.set_axis_off()\n", + "# ax1.set_title(str(i//exp.params['crystal_violet']['ncols'])+\",\"+str(i%exp.params['crystal_violet']['ncols']))\n", + "# ax2.imshow(img_g,cmap='gray')\n", + "# ax2.set_axis_off()\n", + "# ax2.set_title(str(i//exp.params['crystal_violet']['ncols'])+\",\"+str(i%exp.params['crystal_violet']['ncols'])+\" Gamma Adjusted\")\n", + "# plt.tight_layout()\n", + "# plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "###### Here we try to visualise the comparison of mask generation and therefore cell detection results by using the raw images in grayscale and a gamma adjusted version of the images using ```compare_plaque_detection_from_image```. Important to note is the counts such as ```cls-0,0 true count``` which is the count obtained for that well from the manually generated best quality plaque masks and therefore our target. Then we have the ones such as ```cls-0,0 : 5``` which is the count of plaques detected from the raw grayscale images and finally the likes of ```cls-0,0 gamma adjusted : 29``` which is the count of plaques detected from the gamma adjusted grayscale images. The plots are alse named similarly as the counts to visualise the location of the plaques detected in each case." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "#Plotting the outcome on detection based on the masks\n", + "# [compare_plaque_detection_from_image(i//exp.params['crystal_violet']['ncols'],\n", + "# i%exp.params['crystal_violet']['ncols'],\n", + "# plaques_count_gt_list[i], # from 2 cells above\n", + "# plaques_mask_list[i],\n", + "# plaques_list[i],\n", + "# plaques_mask_gadjusted_list[i],\n", + "# plaques_gadjusted_list[i]) \n", + "# for i in tqdm(range(len(plate_dict[plate_dirs[0]]['img'])))]\n", + "\n", + "# save_path = \"../../../manuscript/figs/ds1_test_cls_00_plaque_detection_from_image.png\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Plaque Bounding Boxes\n", + "###### Here we plot the bounding boxes around the detected plaques. The ```.get_plaques()``` function can take different values for ```min_area``` and ```max_area``` to give different results. We show the same bounding boxes around the masked images of the wells further on." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 6/6 [00:00<00:00, 11449.42it/s]\n", + "100%|██████████| 6/6 [00:00<00:00, 1031.51it/s]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "[None]" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "id = 22\n", + "[plot_bbox_plaques_mask(id//exp.params['crystal_violet']['ncols'],\n", + " id%exp.params['crystal_violet']['ncols'],\n", + " plaques_mask_gt_list[id].plaques_mask, # from 3 cells above\n", + " plaques_mask_gt_list[id].get_plaques(min_area = 500, max_area=11000))]" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "# Plotting bounding boxes around individual cells (in this case from existing binary mask, \n", + "# but could also be done from generated mask)\n", + "\n", + "# [plot_bbox_plaques_mask(i//exp.params['crystal_violet']['ncols'],\n", + "# i%exp.params['crystal_violet']['ncols'],\n", + "# plaques_mask_gt_list[i].plaques_mask, # from 3 cells above\n", + "# plaques_mask_gt_list[i].get_plaques()) \n", + "# for i in tqdm(range(len(plaques_mask_gt_list)))]\n", + "\n", + "# save_path = \"../../../manuscript/figs/ds1_test_cls_00_plaque_marked.png\"" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "# Here we can use different combinations of minimum and maximum area to indicate different cells\n", + "# [plot_bbox_plaques_mask(i//exp.params['crystal_violet']['ncols'],\n", + "# i%exp.params['crystal_violet']['ncols'],\n", + "# plate_dict[plate_dirs[0]]['masked_img'][i], # from 3 cells above\n", + "# plaques_mask_gt_list[i].get_plaques()) \n", + "# for i in tqdm(range(len(plaques_mask_list)))]\n", + "# save_path = \"../../../manuscript/figs/ds1_test_cls_cell_marked.png\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Cell Measures\n", + "###### It may also be crucial to get other measurements about cells in the micrograph. For this we can use the function ```get_measure()```. It returns measurements such as ```'mean_plq_size'```, ```'med_plq_size'``` etc. We can also use the ```.plot_centroid()``` function to plot the circles around the centroid of the detected plaques and calculated radii and a circumscribing circle around the centroid of all the plaques detected. This will not plot anything in case no plaque is detected." + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2 , 2 : {'mean_plq_size': 6946.333333333333, 'med_plq_size': 6610.0, 'centroid': [414.0833333333333, 419.0], 'mean_plq_ecc': 0.6670829271937957, 'mean_roundness': 0.43670220212147465}\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "i = 22\n", + "# min_area = 0, max_area = 500\n", + "# min_area = 500, max_area = 11000\n", + "\n", + "_ = [print(i//exp.params['crystal_violet']['ncols'], \",\",\n", + " i%exp.params['crystal_violet']['ncols'], \" : \",\n", + " plaques_mask_gt_list[i].get_measure(plaques_mask_gt_list[i].get_plaques(min_area = 500, max_area = 11000)))]\n", + "\n", + "_ = [plaques_mask_gt_list[i].plot_centroid(i//exp.params['crystal_violet']['ncols'],\n", + " i%exp.params['crystal_violet']['ncols'])]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "# Using the package to get some measurements about the cells\n", + "# Use different cell sizes to focus on different groups\n", + "# _ = [print(i//exp.params['crystal_violet']['ncols'], \",\",\n", + "# i%exp.params['crystal_violet']['ncols'], \" : \",\n", + "# plaques_mask_gt_list[i].get_measure(plaques_mask_gt_list[i].get_plaques())) \n", + "# for i in tqdm(range(len(plaques_mask_gt_list)))]\n", + "\n", + "# _ = [plaques_mask_gt_list[i].plot_centroid(i//exp.params['crystal_violet']['ncols'],\n", + "# i%exp.params['crystal_violet']['ncols']) \n", + "# for i in tqdm(range(len(plaques_mask_gt_list)))]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Using the package to get some measurements about the cells\n", + "# Use different cell sizes to focus on different groups\n", + "# _ = [print(i//exp.params['crystal_violet']['ncols'], \",\",\n", + "# i%exp.params['crystal_violet']['ncols'], \" : \",\n", + "# plaques_mask_gt_list[i].get_measure(plaques_mask_gt_list[i].get_plaques())) \n", + "# for i in tqdm(range(len(plaques_mask_gt_list)))]\n", + "\n", + "# _ = [plaques_mask_gt_list[i].plot_centroid(i//exp.params['crystal_violet']['ncols'],\n", + "# i%exp.params['crystal_violet']['ncols']) \n", + "# for i in tqdm(range(len(plaques_mask_gt_list)))]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Zooming into one Cell\n", + "###### Here we take the image from index 0 of the plate dictionary ```plate_dict``` and for that image we get all the plaques, before zooming in into one particular plaque. We choose the plaque located lowest in the well using its centroid and drawing the bounding box around it. Using some offset we are able to zoom in into this one particular plaque and display it. Could be useful if some plaques need special observation." + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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atAij0Uh9fT2bN2+mvr6eBx54AIfDwY9//GOCwWDiDcCFNxHt7e0oisI//uM/8o//+I+XPP/o6Cg5OTl885vf5Oabb6a8vJzq6mquu+46PvrRj7JgwYK3dV1WqxUAn8/3po5/p/fCm2UwGC46R0pKyhu+lqOjowQCgYvuabj4Pr/gtffMmznPpfT09FBSUnLRG9fXO29ubu5Fx6akpHD69Ok/e64Lb/o+/vGPv+4xF9YDBQKBi/4+AcybNy/xOynE+40E/kJcpj784Q/zqU99iuHhYbZs2ZKYsX+t+vp6brrpJq6++mp++tOfkp2djU6n4+GHH55RFjQ5OZl9+/axe/dunn/+ebZv387vf/971q9fz8svvzwjh/nmm2/mscce41/+5V/47//+7xlvDOLxOJmZmfz2t7+9ZH9eL+h5N71evvXrtSv/d/FsR0cH1157LRUVFXz/+98nLy8PvV7PCy+8wA9+8IO3tQAzHo+zceNG/v7v//6Sj5eXl7/h81evXs2vfvUrOjs7EzPgKpWK1atXU19fj9PpJB6PJ2bA364/NzZ/CTqdjmXLlrFv3z7a29sZHh5mzZo1ZGVlEYlEOHLkCPX19VRUVCTuowuvyd/93d+97kzshQDy6quvpqOjg2eeeYaXX36ZX//61/zgBz/g5z//OZ/85Cffcn8rKiqAV3PBb7nllj97/Du9F96sN7Pe4L08z3t9z7yT8164X/7t3/5txieVf8psNl+06F+IuUICfyEuUx/4wAe4++67OXz4ML///e9f97g//OEPGAwGXnrppRk1/h9++OGLjlWr1Vx77bVce+21fP/73+fb3/42//AP/8Du3bvZsGFD4rhbbrmFTZs2cdddd2GxWGZUvSkpKWHHjh2sWrVqRtrMaxUUFACvzsAVFxcn2l0u17syy/x2PPfcc4RCIZ599tkZs5mvXWR4oe/t7e0UFRUl2sfHxy/qe0lJCVNTUzPG7624ENC/8sorHDt2jK985SvAq0Hsz372M5xOJyaTibq6ujf8ObO502hBQQGtra0XtZ87dy7x+AVr1qzhX//1X9mxYwfp6elUVFSgUqmoqqqivr6e+vr6GRvUXbh3dDrdmxrj1NRUPvGJT/CJT3yCqakprr76au6///5E4P9Wxmn16tWkpKTwu9/9jq997Wt/NuB+p/fCeykzMxODwUB7e/tFj12q7d1UUFDA2bNnURRlxvi/k/O+3ut4ITXJarW+4euQkZFBcnLyJdPCLnUvC/F+ITn+QlymzGYzP/vZz7j//vu58cYbX/c4jUaDSqWaUcqvu7ubP/7xjzOOm5iYuOi5F2bELjX79bGPfYwf/ehH/PznP+fLX/5yov32228nFovxT//0Txc9JxqNJsoybtiwAZ1Ox49//OMZM3XvVmWTt+NC4Pan/fF4PBe9Sbr22mvRarUXlfl86KGHLvqZt99+O4cOHeKll1666DG32z1jfcGlFBUVkZOTww9+8AMikQirVq0CXg2QOzo6ePLJJ1m+fPmfrRVvMpkS5/xLu/766zl69CiHDh1KtE1PT/PLX/6SwsJC5s+fn2hfs2YNoVCIH/7whzPWLaxZs4b/+Z//YXBwcManG5mZmVxzzTX84he/YGho6KJzu1yuxL/Hx8dnPGY2myktLZ1xf7+VcTIajXz5y1+mpaWFL3/5y5eccf7Nb37D0aNHgXd+L7yXNBoNGzZs4I9//CODg4OJ9vb2dl588cX39NybN29mYGBgRvnVYDDIr371q7f9M1/vdayrq6OkpITvfve7M8rBXnDhftFoNGzevJk//vGP9Pb2Jh5vaWm55OsnxPuFzPgLcRl7ozzVC7Zu3cr3v/99rrvuOj784Q8zOjrKT37yE0pLS2fkxH7zm99k3759bN26lYKCAkZHR/npT39Kbm7ujEWZf+qzn/0sXq+Xf/iHf8Bms/G1r32NtWvXcvfdd/Pggw9y6tQpNm3ahE6no62tjSeeeIJ///d/57bbbkvUFn/wwQe54YYbuP766zl58iQvvvgi6enp79oYvRWbNm1Cr9dz4403cvfddzM1NcWvfvUrMjMzZwSVWVlZfP7zn+d73/seN910E9dddx2NjY2Jvv/pbOOXvvQlnn32WW644Qbuuusu6urqmJ6epqmpiSeffJLu7u4/e71r1qzhscceo6amJpF7v2jRIkwmE+fPn39T+f0XPhG499572bx5MxqNhr/6q796O8N0SX/4wx8SM/h/6uMf/zhf+cpXEuVn7733XlJTU/mv//ovurq6+MMf/jAjVWzFihVotVpaW1v567/+60T7hU84gIvSmn7yk5+wevVqampq+NSnPkVxcTEjIyMcOnSI/v5+GhsbAZg/fz7XXHMNdXV1pKamcvz4cZ588kk++9nPvu1x+tKXvkRzczPf+9732L17N7fddhsOh4Ph4WH++Mc/cvTo0cRi5XfjXngv3X///bz88susWrWKT3/608RiMR566CGqq6vf0x1w7777bh566CHuvPNOPv/5z5Odnc1vf/vbxAZjb+fTqpKSEux2Oz//+c+xWCyYTCaWLVtGUVERv/71r9myZQtVVVV84hOfICcnh4GBAXbv3o3VauW5554D4IEHHmD79u2sWbOGz3zmM0SjUX784x9TVVX1ptYTCHFFmq1yQkKImf60nOcbuVQ5z//4j/9QysrKlKSkJKWiokJ5+OGHlW984xszStLt3LlTufnmmxWn06no9XrF6XQqd95554zSg69XuvHv//7vFUB56KGHEm2//OUvlbq6OiU5OVmxWCxKTU2N8vd///fK4OBg4phYLKY88MADSnZ2tpKcnKxcc801ypkzZ5SCgoJ3VM7ztf17vbG7MAZ/WsL02WefVRYsWKAYDAalsLBQ+dd//VflP//zPy8qSRiNRpV//Md/VBwOh5KcnKysX79eaWlpUdLS0pS/+Zu/mXEen8+nfPWrX1VKS0sVvV6vpKenKytXrlS++93vzig7+np+8pOfKIDy6U9/ekb7hg0bFEDZuXPnjPZLlfOMRqPK5z73OSUjI0NRqVSJ1/7Csf/2b/920Xl5TbnHS7kw5q/3daGEZ0dHh3LbbbcpdrtdMRgMytKlS5Vt27Zd8mcuWbJEAZQjR44k2vr7+xVAycvLu+RzOjo6lI997GOKw+FQdDqdkpOTo9xwww3Kk08+mTjmW9/6lrJ06VLFbrcrycnJSkVFhfLP//zPM16D1xunP+fJJ59UNm3apKSmpiparVbJzs5W7rjjDmXPnj0zjnuz98Jrx/6tlPM0mUwXtb/29/1S51CUV/8O1NbWKnq9XikpKVF+/etfK3/7t3+rGAyGi577p797F7z2d/fNlPNUFEXp7OxUtm7dqiQnJysZGRnK3/7t3yp/+MMfFEA5fPjwjOdWVVVd8rpfW5r3mWeeUebPn58oR/qnvw8nT55Ubr31ViUtLU1JSkpSCgoKlNtvv/2i36W9e/cqdXV1il6vV4qLi5Wf//znlxxLId4vVIryF1zZJYQQVzC3201KSgrf+ta3+Id/+IfZ7o4Q74pbbrnlXS2D+mb98Ic/5Atf+AL9/f3k5OT8Rc8txFwlOf5CCHEJgUDgorYL6xOuueaav2xnhHiXvPa+bmtr44UXXnjP7+nXnjcYDPKLX/yCsrIyCfqF+AuSHH8hhLiE3//+9zzyyCNcf/31mM1m9u/fz+9+9zs2bdqUWIArxJWmuLiYu+66i+LiYnp6evjZz36GXq9/3RKk75Zbb72V/Px8Fi5ciMfj4Te/+Q3nzp173bLAQoj3hgT+QghxCQsWLECr1fKd73wHr9ebWPD7rW99a7a7JsTbdt111/G73/2O4eFhkpKSWLFiBd/+9rcvuZHVu2nz5s38+te/5re//S2xWIz58+fz2GOPcccdd7yn5xVCzHRZ5/j/5Cc/4d/+7d8YHh7mqquu4sc//jFLly6d7W4JIYQQQghxxblsc/x///vf88UvfpFvfOMbnDhxgquuuorNmze/a1ueCyGEEEIIMZdctjP+y5YtY8mSJYkNc+LxOHl5eXzuc59L7GwphBBCCCGEeHMuyxz/cDhMQ0MDX/3qVxNtarWaDRs2zNgZ8o3E43EGBwexWCyzupW9EEIIIYQQ7xVFUfD5fDidzhkbJl7KZRn4j42NEYvFyMrKmtGelZV1yZ0jAUKh0Ixt2QcGBmZsEy+EEEIIIcT7VV9fH7m5uW94zGWb4/9WPfjgg9hstsSXBP1CCCGEEGKusFgsf/aYy3LGPz09HY1Gw8jIyIz2kZERHA7HJZ/z1a9+lS9+8YuJ771eL3l5eQCS6iOEEEIIId6XLizXfTPx7mU546/X66mrq2Pnzp2Jtng8zs6dO1mxYsUln5OUlITVap3xJYQQQgghhHjVZTnjD/DFL36Rj3/84yxevJilS5fywx/+kOnpaT7xiU/MdteEEEIIIYS44ly2gf8dd9yBy+Xi61//OsPDwyxcuJDt27dftOBXCCGEEEII8eddtnX83ymv14vNZgMkx1+8fSqVCr1eTzwex2w2MzEx8br3k06nQ6VSEQ6HZ+TbqVQq4vG43IdCCCGEeNddiDk8Hs+fTXW/bGf8hZgtiqJgsVjIysrCbDZTWlpKb28vQ0NDJCcnk5eXR2NjI+FwmHg8jqIoqNVqlixZgl6v58iRI0QiEQoKChgdHSUvLw+VSoXZbKa7uxuXy0UsFpM3AkIIIYT4i5IZfyFew2QyodFoyMjIoKSkhOnpaaamprDZbASDQTweD0lJSUxMTODz+QiFQjidTjQaDQUFBahUKkwmE0NDQ3R0dBCJRMjJyWF4eBij0YjJZCIzM5MzZ87gdrt5n/4KCiGEEOIvQGb8hXiL1Go1dXV1+P1+zGYzfX19jI6OMjo6ysKFC7n55pt5/vnncblcZGVloVarycrKoqKigunpafLy8ojH4+Tm5uJ2uwEIBoMEAgHWrFnD9PQ0KpWKaDSKwWCgq6uL3NxcfD4f0Wh0di9eCCGEEHOCBP5CAEuWLKGwsJCioiLOnz/P7bffziuvvILdbsdsNrNz506KioqIRqM4HA50Oh0ANTU1nDhxgoGBAex2O7/97W9ZtmwZubm5dHV1MW/ePPR6PXq9nry8PJKTkykqKiIpKYlf/vKXWK1WTCYT09PTTExMzPIoCCGEEOL9TAJ/MeeVl5czOTlJeno64XCYxsZGNBoN09PTdHV1kZqaSm5uLl6vl/z8fDQaDTqdDofDwcTEBMeOHWP9+vVkZmbS39+P3+9n27ZtZGRkMDg4yMqVK3n55ZdJSkoiGAwyOTnJ0NAQNTU17Nu3D6PRiF6vx2az0dXVNdvDIYQQQoj3KcnxF3OaSqXiy1/+Mq+88goWiwWPx4NW++r74ampKdRqNWVlZZjNZoaGhkhNTaW3t5e1a9dSUFDA+fPnOX78OF1dXcTjccLhcCJdKBqNUlBQQEVFBSkpKbhcrkTVH6/Xi9FoJD09naGhIUwmE0lJSRw+fJienp5ZHhUhhBBCXCneSo7/ZblzrxB/KdXV1Rw/fpz58+czNDSEWq3GYrGQlpZGSkoKtbW1+P1+gsEgZrMZj8eD2+3mv//7vzly5AgHDx7EaDRy7bXXUlBQwPr165k3bx75+fmJc2i1Ws6ePcvBgwdpaGhAq9ViNBq5/fbbueeeezCZTLS0tHDVVVdRVVVFSkrKLI6IEEIIId6vJNVHzFlarRa/38/k5CQ2m42ioiJsNhtNTU3U1tZiMBiwWq14PB5KSkpob2+nr6+PoaEhSkpKSE9PZ/369fT09KDT6ViyZAmVlZVkZ2fz1FNPMW/ePLq6umhvbycrKwuHw0FBQQH79+/HZrPx7LPP0t/fTyQSYd26dfziF78gHo/jdDql2o8QQggh3nWS6iPmLIPBwLx580hJSWHVqlXs2LGDqakpkpKSSE9Px2azMTw8TGpqKqOjo/j9/sTjoVCI9PR09Ho9GRkZaDQaXC4XnZ2dWCwWJicnAUhJSSESiWAwGAiFQgSDQcrLy+ns7OT666+no6ODyspKMjIyGB0d5ZFHHiEjI4PCwkLq6+vx+/2zPEpCCCGEuJxJqo8Qb4Jer8doNBIKhWhpaWF0dJT09HQqKyvR6/V0dnbS0dFBUVERsViMwsJCUlNTKS4uJhQK4XA4qKqqoqenB7/fT15eHh6Ph+7u7kQpz56eHrKzs8nMzCQzM5Px8XEOHDiAVqvF5/ORnZ3N4cOHE4uLlyxZgtlsBiA3NzdRPUgIIYQQ4p2SwF/MWT6fj5SUFKxWK0ajEbVaTTwe58yZM6SnpxOJRPB6vezdu5dQKMSBAwcIh8OcOnUKgMnJSTo7OyktLeXMmTOcOHECh8NBamoq0WiUSCRCamoqw8PDHDt2DJVKRVVVFVarlaKiInp7ezl9+jSrVq1iz549nDlzhuzsbNxuN/X19YyPj2OxWGZ3kIQQQgjxviGpPmJOKygoYGpqivT0dIqKili6dCmvvPIKwWCQcDhMRkYG8Xgci8WCTqdLlPTs7u7m7NmzZGdnc9111zE2NkZXVxd79uyhtraW9PR0+vr6iMViFBUV4XK50Ov1nDt3jkWLFqHRaAiFQlRWVnLw4EGSk5Pp6uri85//PI2Njeh0Og4ePEhqairNzc0Eg8HZHiohhBBCXIYk1UeIN6m7u5vJyUmsVisul4uBgYHEZltLliyho6MDl8tFUVERVquVWCzGyZMnqamp4aMf/Shms5n9+/cnAv2rr76awcFB2tvb6e3txWAwYLfbiUajhMNhFi9enDi2tbWVyclJysvL0Wq1mM1ment7UalUHDp0iMzMTAYHB7nqqqtITk6e7aESQgghxBVOZvzFnHfhVyA9PR2r1YrBYECr1bJy5cpEis7IyAiLFi3ilVdeITU1lQ0bNnD8+HHWrFnD4OAg4+PjDA8Po1arcbvdOJ1OJiYmKCoqwufzEY/HMZvNlJSUsGfPHiKRCNFoFJ1OR3l5OUlJSUxNTQFgsVgoLi6mo6ODiYkJ2tra8Hg8UuVHCCGEEBd5KzP+Us5TzHkqlQqz2YzZbEan07Fo0SIURSEUCjE0NIRKpSIpKYmuri4WLlyIxWIhFAqRlJTExMQEDocDl8tFRUUFgUCAeDxOXV0dzc3N+Hw+0tLSOHv2LCkpKfT29nLNNdfQ1taGWq0mIyMjMfPv9XpZv349JSUleDwe0tLScLvd5OTkkJqaSmdn52wPlRBCCCGuYJLqIwSg0WiAV981B4NB4vE4jY2NVFdXk5OTQ35+PqFQiJKSEmpqamhqasJisaBWq2lqasLv99PQ0EAsFiMej7N3716KioqwWCzk5ubidrtpa2tLPDY6OsrExERiN+CKigq0Wi1Hjx7lP/7jP/D7/Rw5coSpqSm+9KUvkZGRgV6vn+VREkIIIcSVTGb8hQBisVgiBz8UCqHT6Th//jxlZWWJHHyv18vk5CQajYZoNIpKpeLll19O1OC/6qqrWL58OTfccAM7d+7EZrPR0tKCwWDAZrNhs9no7+9PpBKNjIzgdDppbGwkOTkZs9lMQUEBlZWVaLVa1Go1drudp59+mrGxMUn1EUIIIcQ7IjP+QgCBQACj0cjJkydJSkoiKSmJNWvWMDIywnPPPce5c+cIBoN0d3dz7tw5ioqKSEpKQqVSkZubSzQaxWAw0NnZyWOPPUZaWhpnzpxJ7MB7ITXIYrFQW1tLT08PJpOJkydPYjQaMRqNVFRUkJuby4EDB2hubmbt2rXk5eVx7tw54vE4xcXFqNXyKyuEEEKIt0eiCCF4dcZ/cnKSnJwcDhw4QGdnJ2azmePHjzM+Po7VaqWsrIzc3FzUajWxWIympia2bt1KSUkJ2dnZtLa2cvDgQQCOHz/O6OgoNTU1dHZ24nA4KC4uZmBgAIPBwGc+8xlKSkqoqqqitLQURVHIzs7GZrNhNBq57bbb8Pv9VFZWEo1GCQQCrF27FqfTOcsjJYQQQogrlQT+QvxfXq+Xo0ePEggEKC4uZmxsjNzcXFavXo1Op2P//v24XC68Xi+KopCRkcGRI0fo7OxkamqK8fFxli5dSmFhIT6fj+LiYpqbm5mYmEClUjE1NUV1dTWTk5M0NzfT2tpKXl4eIyMjrF+/npdffplnn32WtWvXkpSUREZGBs3NzYngv6uri+rqatnUSwghhBBvi+T4C/F/RaNR4vE4CxcuZM+ePaxbtw6Xy8Xk5CTDw8MsXboUg8HA0NAQGo2G9vZ2LBYL8XicSCTCxo0bWbNmDS+++CKLFi0iOTkZh8PB4cOHsdvtaDSaROWf/fv3o1armZiY4OMf/zjxeJxVq1bR2dlJfX0958+f59y5c0QiEZYvX05BQQGLFi1icHCQcDg820MlhBBCiCuQ1PEX4k8oikJ1dTXxeJzU1FTKysowmUz88pe/5NOf/jRarZaJiQkaGhpYtWoVfX19iUXAXV1dBINBtFptouTnBz/4QR577DEAUlJSSEpKIhaLMTY2RmZmJnq9nsnJSWKxGLW1tYlUIY1GQ0FBAS6Xi2g0ytVXX8309DSjo6MMDg5y6tQp4vH4bA6VEEIIIS4DsnOvEG+TSqWit7cXi8VCX18f+/btA6CoqIiBgQFisRjT09MsXbqUrq4u2tvbMRqN7N69G7VajdPpZHx8HJ/PR0dHB4899hh+v5/s7Gz6+voIBoMYDAb0ej2dnZ2UlpaSnp6O3W6nu7sbRVEwGAz4/X6sVitut5vx8fHEJwDXX389SUlJsshXCCGEEG+ZpPoI8Ro+ny8xo67T6Th48CBlZWUMDg4yPT2N3W4nGAzicDhISkpifHyczMxMrFYr8Xicb3/722zfvh2Hw0FqaippaWmEw2H6+vpITU2lr6+PiYkJfD4fIyMjZGRk0NXVhc/nw2g0olar2bp1K88//zzhcBiHw0F3dzd5eXl0dXUxPT2Nw+Ggv79/todKCCGEEFcQmTYU4hLC4TCRSASHw8G5c+fo6+vj3LlznDlzhlgshsfjIRKJ0NzcnNiFd3BwkHPnznHw4EFOnjzJli1b8Hg8BINB+vv7yc7OZmRkhNTUVNLT08nMzEy8mejs7CQnJ4e8vDxGR0dpaGhIvAnIy8vDbDZTXV2NoiiJfwshhBBCvBUy4y/E61CpVImFuwUFBUSjUXp6evD7/axevZoTJ06g0WgwGAyJWvwOh4OOjg6sVitHjx5lenqalJQUBgYGqKio4NSpU9TU1OBwONi3bx+dnZ3odDpycnI4fPgwRqMRgIyMDBwOBwcOHMBoNCaqAC1YsACj0cjp06dneXSEEEIIcaWRwF+INzAwMMD1119PR0cHLpeLzMxMNBoNTz/9NGVlZSxatIi2tjampqYwGAxs3bqVyclJenp62Lt3L0ajkSeffBKTyURWVhYajYZ4PI5erycajZKRkYHP52PdunXk5eUxMDCA3++no6ODoqIikpOTCQaDLFiwgPz8fFQqFYqiUFhYiNfrZWpqaraHSAghhBBXCEn1EeINRKNR2tvbE5t3XUjvSU1NRafT4Xa7KS4uJhgM0tDQwK5du8jKymJ4eJjy8nL6+/vJz89n8eLFeL1enE4nzzzzDLFYjPHxcbRaLTabjebmZiYnJ0lLSyM3N5d4PE5PTw9DQ0O88MILHDlyhEgkgt/vZ8+ePWRnZ5OUlDTbwyOEEEKIK4gE/kL8GWfPnmXbtm00NTUxMjLCypUrKSws5KWXXiIQCJCZmcnGjRtRFIXjx4/z85//nN7eXnw+HzqdDqfTid1ux2AwoFaryczMpL6+nkWLFhGJRBgcHMRoNDI8PMyHPvShxCcDdXV15OTkUF1dTUlJCVqtlqGhIdLS0pieniYajc720AghhBDiCiJ1/IV4kxRFYcGCBZSXl6PRaGhtbU1syrVv3z6SkpKwWq1kZmYm1gacP38ek8lEOBymqqqKsrIy2tvbOX78OJs3byY7O5vx8XG6urqIRCKMjIxQUVFBUVERx44dw2KxcPLkSdatW0dNTQ0ul4vOzk727duH2+2e7SERQgghxCyTOv5CvAdUKhX9/f2Jevvd3d1YrVZMJhOlpaW4XC7Gx8dZunQparUan89HVlYWlZWVuFwu/H4/27dvp6WlhZqaGvLy8ti2bRvHjh0jGAzidruprKwkGo1y6tQp3G43Pp+PnJwchoeH2bVrF0eOHCEcDpOcnIxGo5ntIRFCCCHEFUQW9wrxFkxOTnLmzBl6enpISkrCbrejKAp5eXmYTCYmJyeZnp6mqqqK6elpXnjhBfR6PfPmzcPhcGC1Wjl48CCDg4MMDAwwMjKCzWYjJSWFBQsWoNVq0ev1VFdXJ/L+V65cSSQSoa2tjYaGBjo6OqipqeHw4cN4vd7ZHhIhhBBCXCFkxl+ItygUCuFyubBYLExOTrJr1y4mJiYYGhpCpVJx4sQJOjs7Wb58OZs2bcJkMrFgwQIGBwcZGRlh06ZN6HQ6+vr6yMzMpKysDJfLhcvl4sCBA4yOjrJv3z5CoRAWi4XS0lKOHTuGx+MhPT2deDyO0WiUFDYhhBBCvCUS+AvxNqhUKsxmM93d3QCcPHmSQCBAS0sLHo+HoaEhfv7zn+NwOBgbGyMnJ4eysjLmzZtHOBwmOzsbl8tFdXU1jY2NAIyNjVFeXs78+fMpLy9nYGCAl19+mZ/97GcUFxejKApTU1NMTk4yMjIiOf5CCCGEeEsk1UeIt6mxsRFFUcjMzMTn8+FwOJienmZqaoqysjJ8Ph+/+tWviEQiHDx4MBGwl5SUYDabgVdTh1JTUwkGg2RlZZGUlMQTTzyBSqVCo9GwatUqRkdH6ejooKCgILGbb29v7yxfvRBCCCGuNBL4C/EOqFQqXC4XQCLVp6qqiqGhIfLy8jAYDASDQQYGBlCpVHi9XqLRKH6/n6SkJNrb24nFYkxPTzM0NEQgEECr1VJaWkooFOLQoUMoioJGo+Hs2bNoNBqmpqYYHByUVB8hhBBCvCVSzlOI91BKSgqTk5MoikJKSkpiw69QKEQgEMDr9TJ//nyam5uJxWKJklyLFy8mGo2i1+tpbW1lenqapKQktmzZwgsvvEAgEJjlKxNCCCHE5eCtlPOUwF+Iy5RKpUKr1WI2m8nPz8fn8+FyufD5fLPdNSGEEEJcJt5K4C+pPkJcphRFIRKJMDk5yeTk5Gx3RwghhBBXOKnqI4QQQgghxBwggb8QQgghhBBzgAT+QgghhBBCzAES+AshhBBCCDEHSOAvhBBCCCHEHCCBvxBCCCGEEHOABP5CCCGEEELMARL4CyGEEEIIMQdI4C+EEEIIIcQcIIG/EEIIIYQQc4AE/kIIIYQQQswBEvgLIYQQQggxB0jgL4QQQgghxBwggb8QQgghhBBzgAT+QgghhBBCzAES+AshhBBCCDEHSOAvhBBCCCHEHCCBvxBCCCGEEHOABP5CCCGEEELMARL4CyGEEEIIMQdI4C+EEEIIIcQcIIG/EEIIIYQQc4AE/kIIIYQQQswBEvgLIYQQQggxB0jgL4QQQgghxBwggb8QQgghhBBzgAT+QgghhBBCzAES+AshhBBCCDEHSOAvhBBCCCHEHCCBvxBCCCGEEHOABP5CCCGEEELMARL4CyGEEEIIMQdI4C+EEOI9oygKiqKgUqkSX2r1q//1GAyGWe6dEELMLdrZ7oAQQogrg0qlIjk5mZKSEpqbm4nH4wCo1Wq0Wi0Wi4WJiQlUKhVJSUnEYjEyMzPJz8/HbDajUqnIzMxEr9dz7tw5ysrK+OMf/8j09DSRSAQAu92O1Wqlt7c38YZBCCHEu0MCfyGEEK9LpVKRnp5OeXk5hYWFjI+PMzQ0RF1dHWNjY6hUKhwOBzU1NZw4cQKtVsuWLVvQaDQcOnQIp9NJeXk5zzzzDElJSTQ3N5ORkYHBYMDhcJCfn8/58+cxmUxEo1GsVit2ux1FUZiYmCA5OZmxsbHZHgYhhHhfkMBfCCHEJRUXFxMOhyktLWVychKbzYbb7SYnJwd49U2By+VifHycw4cPYzAY8Hq9qNVqcnJyCAaDBAIBXC4XTqcTvV6PTqcjEAhgtVrp6+vDYrFw3XXXcfz4cZKSkti6dStdXV3ceuutHDp0iFgsRlNTEyMjI7M8GkIIceVTKYqizHYn3gterxebzQYgHxULIcRbVFZWRjAYJDk5mVgshsFgYGpqCkVRuOqqq9DpdJw6dYrs7GwMBgN+v5/Ozk6uuuoqnE4nLS0tBINB9Ho9OTk5DAwMMDIyQm5uLk6nk6GhIUZHR0lNTaW3t5eysjIWLFhAT08PtbW1dHd3YzQaGR4eBuDkyZOJ9B8hhBD/z4W/ix6PB6vV+obHyuJeIYQQF5mcnCQcDhONRlm5ciXBYJDMzEzKy8vZs2cPAwMDWCwWJicnAdBqX/0AWVEU2traUBQFo9FIT08PTU1N6PV6ysvLsVqttLa2MjU1xcTEBOnp6cybNw+n04nBYKC9vZ2xsTHMZjPDw8P09PRgNBpJSkpi/fr1szkkQghxxZNUHyGEEACUlJSg1+uZmJhI5OafO3eO48ePU1dXx/DwMEajkZSUFJYsWYLT6eTMmTMcOXIEh8PBihUraGxsRKvVUlJSgt1uJysri76+Ppqbm8nLyyMtLY2cnBxisRgAPp+PxYsX89hjjzE1NUUsFmPPnj2UlpZSX1/PzTffTH5+Pq2trQwODs7yCAkhxJVNAn8hhJjj9Ho9NpuNeDyO0+kkHo+Tnp5OMBhkamoKn89HbW0tbrebvr4+HA4Hzz77LOXl5ZhMJoxGI3l5eTidTnw+H8PDw4yMjLBz5042b97M1NQUq1evpqOjA5/PRyQSYWxsjPT0dLKzswkGg6SlpaHVahNrCQKBAGazmaGhIU6cOEEkEmF0dFQq/QghxDsgqT5CCDHHxWIxQqEQeXl5AGg0GhoaGujv76euro5169axbds2xsbGaGpqIhqNkpGRgVqtJisri4985CPY7XZcLhfHjx+nr68PtVpNYWEhfr+fyspKJicnMRgM9Pb20tzcjKIoBINBxsbGmJiYACAtLY2ioiKcTienTp2iqqqKtLQ0ent7UavVmEym2RwmIYS44kngL4QQc1h+fj4LFy7EZrMRiUTIyMggOTmZBQsWsGTJErxeLy+99BJlZWWMjo6i1WoJhUIMDg6i1WopLCzk4Ycf5vHHH6evr4/y8nLWrVuHxWIhNTWVpUuXEo1GsVgsDA8Ps2DBArKyskhPTycejzM5OcnevXupra1leHgYt9vN8PAwFouFQCDA4OAgiqJwzTXXJGr8CyGEeHsk8BdCiDkqPz+frKwsvF4vTqeT1NRUtm/fjsFgSMywXwjao9Eo7e3tqNVqxsfHyczMpKWlhZ07dyZy+R0OByqVilAoxPj4ONXV1Tz11FPo9XocDgcWiwW1Wk0wGMTlctHb24vBYGDlypW89NJLqNVqRkdHKSoqoqysjEgkQm9vL1NTU+zYsYPU1FTC4fBsD5sQQlyxJMdfCCEuQVEUcnNzGR0dxWw2YzabCQQC76vNpLxeL5FIhNzcXDIzM+nu7mbt2rXU19eTl5dHX18fhYWFdHZ2sm/fPrRaLTU1Naxdu5b9+/ejUqnIyMjA7/fj9/tpa2tDr9cnKgCNj49TXFzMwMAAbrebmpoa0tPTE/X+S0pKEpt0RaNRAK655hoaGhoSAb6iKCxfvpxwOIzFYiElJSVR4lMIIcRbIzP+QgjxGhd2lV2yZAkf+chH+Nu//Vs++tGPMm/ePK666qrEHiFXsgvVdWpra9Hr9Rw5coTMzEza29vJy8vDZrPR3d1NVlYWCxcu5K677sJutzM2NkZ/fz9NTU2JdBybzYbD4WDhwoXcd999pKamMjY2RkZGBjk5OQwPD1NaWoqiKDzxxBNMTEwwMTGR2KH37NmzZGZmYrVaOXPmDLW1tXg8Hvx+P8nJyfh8PtauXUsoFKKgoEBy/YUQ4m2SDbyEEOI1dDodJpOJ/Px8QqEQGo0Gn8+XmKVWqVQ4nU5eeOGFRFnKK838+fMpKiqiqamJrKwsCgsLSUtL49ChQ3i9XoxGI2VlZcCrm2ddmPkvLCzEarVy4MABrrvuOgYGBojH4xQWFmI2m1GpVPj9foaHh9HpdExPT9PQ0EB+fj45OTmo1Wp27txJWloaJSUlBINBLBYLLpeL1atX09/fD7xaWnT37t2kpaXR1NTEmjVrOHr0KIsXL6ahoYGBgYHZHD4hhLhsvJUNvCTwF0KIP0Or1ZKUlERmZibp6ek4HA6mp6eZmpri2LFjV9xushkZGTidThRFITU1lUAgQHV1NePj4+Tn5/PUU0+Rk5PD4sWL6e3tZXx8nBtuuIG9e/ficrkYHx/HZrMxPT3N+Pg469ev5/Dhw4kcfqvVSktLCzabjZKSEpxOJ36/n76+Pux2OydOnKCmpoaRkRE8Hg/z589nZGSE2tpa2tra+PznP09/fz979+6lr6+P5ORkTCYTbW1thMNhxsfHE6lB4u278Hp5vd4r7h4WQvw/Evgjgb8Q4r1xIVjevHkzjY2NtLS0zHaX3rLMzEwKCwvJzc1l4cKFbN++nampKSwWC8FgELvdTjgcJi8vj8HBQQYHB1m8eDEdHR2YzebEplsNDQ2cP3+e1NRUbDYbZrOZaDRKd3c3GzduZHJyEpfLxeLFi3n55ZcxmUyYTCaCwSBut5v09HSSkpIAOHDgALm5uVRWVjI1NcXAwAAajQaXy0V+fj4ZGRmkp6cnqgAFg8FZHsUrW11dHRkZGQwODtLU1CSBvxBXsLcS+EuOvxBCvAUqlQqv18vp06cJhUKz3Z235brrriM7OxuAYDDI9PQ0paWl2O12uru7CQaDfOYznyESiTA5Ocnk5CSnTp0iEAjg8/kAOH/+PP39/VRWViaet379eubPn88HPvABFEVBq9WSk5OD0Whk6dKlTE5OEovFCIfDZGZmcuzYMTIzM+nr62PFihVkZmYSi8Wor69nzZo1eDwenE4nKSkpuFwunnvuObKzs8nKyprN4XtfOHXqFE1NTdTU1MjkmBBziMz4CyHEHKLX66mpqaGgoACDwUBjYyPRaJSBgQHS0tIYHx8nFouxdu1atFotiqIQCARITU1NpDbV1NTgcrkIBAKUlJRQV1fHb37zG6xWK2vWrOHMmTPk5eWxd+9eAoEA+fn5BAIB5s+fz9DQEB0dHej1elQqFTfeeCN79uwhGAwm1g+cPn0ao9GIXq+np6eHm2++mTNnzgDQ2dlJIBCQGf93SFEUMjIy+O53v8srr7zCY489dsWuVxFirpMZfyGEEJd0YdGu1Wrl6aefxm63s3jxYurq6pieniYjI4Pa2lomJiY4ffo0Y2NjXHvttdjtdm666SZKS0tJT0+npKQEg8FAWVkZ9fX1WCwW8vPz+e///m/MZjNpaWkEg8FEXf+qqiq6u7sTufnZ2dnYbDaCwSDp6emUlpai0Wjo7e1lenqa/Px8BgcHWbp0KeXl5aSnp9PX10c4HMZgMMzyKF75VCoVbrebH/3oR7S3t892d4QQfyHveuD/4IMPsmTJEiwWC5mZmdxyyy20trbOOCYYDHLPPfeQlpaG2Wzmgx/8ICMjIzOO6e3tZevWrRiNRjIzM/nSl74ki7mEEOIdCoVCjI2N4fP5uPvuuwEYHh5Gq9Uyf/588vPz8Xg8RKNRysvL0Wq1PPTQQ4RCIX7zm9/Q39+PXq9nYGAAn8/HSy+9RHd3N/PmzWNiYoLi4mKGh4c5fPgwZrOZWCxGPB7n+PHjDA4O0tXVhd/vJxqNsmjRInbu3MnQ0BAGg4HMzEzC4TA33HADK1asIDc3F51Oxx/+8AcaGhoYGRlh4cKFko/+LolGo/T29tLX1ydjKsQc8a5v4LV3717uuecelixZQjQa5Wtf+xqbNm3i7NmzidrLX/jCF3j++ed54oknsNlsfPazn+XWW2/lwIEDAMRiMbZu3YrD4eDgwYMMDQ3xsY99DJ1Ox7e//e13u8tCCDFnVFRUsGjRItRqNRqNhsnJSTIyMhgdHSUWi+F0OjEajYTDYbxeL+np6SQnJ9PX14fRaGTx4sX4fD76+vqIx+OkpqaycOFCzp07h1arJRgMYjAYMJvNhEIhgsEg/f393HHHHQDs2rWLNWvWkJWVlSj9WV1dnXi+2+2mra2NSCRCOBzm3LlzDAwMcM0119DS0kJKSgput1tSON8l76cN6YQQf957nuPvcrnIzMxk7969XH311Xg8HjIyMnj00Ue57bbbADh37hyVlZUcOnSI5cuX8+KLL3LDDTcwODiYWMT185//nC9/+cu4XC70ev2fPa/k+AshxMVMJhOlpaXE43FUKhVTU1OUlpbS0dGBy+Viw4YNLFq0iJMnT9LU1ITL5aK4uJisrCwOHTrEunXrOHnyZKIkaGZmJh6PhxdeeIH58+fj9/v51Kc+xf79+zEajTz33HPE43HKy8uJRqM0NTWRkZHB2NgYTqcTu91OSkoK09PTrFu3js7OzsQnEE1NTSQlJZGdnY3b7cbj8aDVahkcHJztYRRCiMvGZZXj7/F4AEhNTQWgoaGBSCTChg0bEsdUVFSQn5/PoUOHADh06BA1NTUzKjds3rwZr9dLc3PzJc8TCoXwer0zvoQQQsykUqnIy8tDrVZTW1vLwMAAk5OTqNVq1Go1ra2t7NixA5/Ph9/vR6PREAwGGRkZwWq10t3dTW5uLikpKaSnp7Nnzx5GRkZYs2YN3d3dGAwGdu7ciVarZWJigiVLlpCenk4gEMBsNqPVagmHw+Tn5zNv3jz0ej0LFizguuuuIxaLMTw8jNVqpbS0lBUrVrB+/XrU6lf/qwoGg7JxlxBCvAPvaeAfj8e57777WLVqFdXV1cCruaR6vR673T7j2KysLIaHhxPHvLZc24XvLxzzWg8++CA2my3xlZeX9y5fjRBCXPl8Ph/j4+MMDg5y+vRpcnNz8Xq9uN1uFi1aRDwep6uri0AgwOrVq5k/fz7p6ekMDAyQm5tLKBTi/PnzdHd3s3fvXrKysigpKaG7uxuj0UhOTg4ej4dt27ahVqvR6XTU1dWxfPlyfD4fBoOBuro6MjMzAejr6+PEiRNoNBqampoIBAKMjo4mqg3t2LGDgYEBotEoXq9XPsEVQoh34D0N/O+55x7OnDnDY4899l6eBoCvfvWreDyexFdfX997fk4hhLjSqFQqenp6WLduHSkpKRgMBux2O8XFxWRkZGAwGPB6vej1eiKRCMFgkGPHjmG1WsnLy6OgoIA777wTh8NBXV0d0WiUPXv2JKr9nD17FoB7772XefPmJRYKK4rC+Pg4JSUlpKenc+rUKY4ePcqSJUuIRCJ8//vf5/z580xMTCTedKSnpzM2NsaKFSvkU1whhHgXvOuLey/47Gc/y7Zt29i3bx+5ubmJdofDQTgcxu12z5j1HxkZweFwJI45evTojJ93oerPhWNeKykpKbEDpBBCiNfncrno6ekhLS0Nv9+P0+lkcHCQU6dOkZ6ejkajIRAI4HK5mDdvHj6fj6mpKbZv3w5AR0cHN9xwA+3t7eTl5aFSqSgrK2NsbIyMjAwikQj19fWYzWbUajUtLS1UVlaSnp6O3+/n7NmzOJ1OVq1axfj4OOFwmOTkZBRFQafTkZyczIsvvsiGDRsoLCzk8ccfl5l+IYR4F7zrM/6KovDZz36Wp59+ml27dlFUVDTj8bq6OnQ6HTt37ky0tba20tvby4oVKwBYsWIFTU1NjI6OJo555ZVXsFqtzJ8//93ushBCzClLly4lOTmZYDDI8PAwAwMDBINBysrKKCsr46qrriItLY2RkRHOnTvHsmXLSElJobKykuLiYgB++tOfcvr0aSYmJhgbG6OxsZGNGzeyYcMGcnNzOXfuHCaTCZPJxOTkJK2trRQUFOB0OtHpdDidTnbt2sXVV19NNBolNzeXyspKAOx2O263m5GRETIyMtBq37M5KiGEmFPe9ao+n/nMZ3j00Ud55plnmDdvXqLdZrORnJwMwKc//WleeOEFHnnkEaxWK5/73OcAOHjwIPBqOc+FCxfidDr5zne+w/DwMB/96Ef55Cc/+abLeUpVHyGEuLQ77riD/v5+urq6SE5OJi8vj3g8TkNDA+vWrcNut3PgwAE6OztZvXo1kUgEj8dDXl4eg4ODZGZmkpSUxLlz51Cr1UQiETZt2sTevXspKiqiubmZdevWYbVamZ6e5vTp06SnpwOQk5PDtm3bSEtLIxwOo9frE/X7o9Eo0WiUlJQUYrEY6enpbN++nVAoNMsjJoQQl6+3UtXnXZ9G+dnPfgbANddcM6P94Ycf5q677gLgBz/4AWq1mg9+8IOEQiE2b97MT3/608SxGo2Gbdu28elPf5oVK1ZgMpn4+Mc/zje/+c13u7tCCDHnaDQaVqxYgdlsxm63c/jwYaxWK+np6XR1dRGNRnG73dhsNoaHh1EUhYmJCcxmM5OTk6SkpBAOhykrK6Ovr4+CggIikQjp6ekYjUYsFguxWIxgMMiePXsIhUKcO3eOBQsW0NTUxNVXX01bWxt6vR6DwYDb7WbZsmX09/czOTlJT08PK1asYHBwUDZuFEKId9F7Xsd/tsiMvxBCvL6amhr6+/uZP38+vb29iRz8jo4OLBYLk5OTZGdns2vXrsQnAgDhcJjc3FwsFgsGg4GOjg7C4TDLly/HYrHQ0NBAPB6nu7ub0tJSuru7qa2t5dChQyxcuJAzZ85gNptZtWoVu3btIiUlhfLycsbHx5mensbhcNDT00NxcTFDQ0OcPHmScDg8y6MlhBCXr1md8RdCCHH56+/vx2Kx4PP5UKvV9PX1EYvF6OjoYMOGDaSmpnLttdcyNDRERkYG9fX1FBYW4vV6GRsbIx6PMzAwQCgUYnx8nBMnTtDb28v09DRbt25FURRGR0fRarW4XC6SkpKIRCLk5uYyOTnJU089RSQSQaVS8cILL1BZWUlZWRl6vZ6TJ08yMjLC5OSkBP1CCPEuksBfCCHmoMnJSVJTU1myZAkqlYrBwUE6Ojqoq6sjPT2dp59+Go/Hw9TUFFqtlurqanw+HyaTiWXLluH1eklJSSESidDf3w+8mr/f3t7O6dOnKSkpobi4mO3bt+N0OsnOziY1NZXp6WkyMjIIBoNkZGQAMDExgdvtpqWlhdLSUlwuF2q1mlAoJJ/YCiHEu+g937lXCCHE5amjo4NHHnmE5uZmgsFgosrP3r17CQaDhEIhampq2Lx5MxqNhlgshkqlorW1FavVSldXFxMTExgMBsLhMKOjo1itVhYsWIBWq6W5uTmxiHfjxo3Y7XauueYa7HY7S5cuZXx8HLVanVj4eyHVp6qqirVr11JaWsr7NBtVCCFmhQT+Qggxh8ViMdrb2wmFQqxYsYI77riDsrIyFEUhNzcXj8fD6dOnyczMJDMzk7GxMZKTkxkZGUls8nXLLbfgcrkwGAwUFxdz6tQp4vE4Y2NjBAIBFEXh2Wef5eTJk/z4xz/myJEjTE5OEo/H0ev1rFq1CpVKxbx58xgYGCAlJQWfz0c0GpVSnkII8S6Sxb1CCDGHKYrCsmXLErue5+fno9VqUalUaDQaxsbGmJiYwGKxkJqaSjAYJC8vD7/fz/j4OJFIhJqaGjweDy6XCyARsDudTiKRCD6fD41GQ1NTE7m5uWi1WmpqamhubiYvLw+fz0dfXx8VFRWsXbuWEydOcObMGVJSUsjIyOCJJ56Y5VESQojLlyzuFUII8aY1NDQQjUZJS0tjfHyc+fPnU1VVxYsvvojNZkOlUuH1enG73RQWFnL27Fmuu+46MjMzOXToEIcPHyYWi5GTk4PZbKa5uZnMzEwCgQB+v5+ioiJKS0tZunQpFouFxsZGwuEwJpOJXbt2odFosFqt6PV6+vr6OHz4MC6Xi+zsbHp7e2d7eIQQ4n1DZvyFEGIO02q1iRmivLw85s2bR0dHB9FolKmpKRYuXIjJZGJgYIBjx45RU1ODxWIhJyeH8fFxVq1aRVNTE48//jglJSXAq/sEJCcnc9VVV9HV1UVvby9FRUWcPn2avLw8NBoN/f39FBcXEw6HGRkZwe/3k5GRQTQa5Wtf+xr//M//jFarxWw2c+jQodkcIiGEuKy9lRl/yfEXQog5LB6P4/P58Hq9hMNhdDodNTU19Pb2UlZWxrZt2+ju7iYQCKBWq/H7/UxPT3P+/Hn27t3LSy+9xM6dO1EUhba2NlpbW7FYLPj9fnp7ewmFQng8nkSufklJCbm5ueh0OhobG4lEIuTl5WE2m3E4HExPT/PVr34VtVrNyMgIx48fn+UREkKI9w8J/IUQYg4zmUyUlZVRVVVFV1cX7e3t+Hw+APR6PaWlpRQUFBCNRsnPzycej+NwOIjH4wSDQXw+HyUlJaSkpJCWlsaqVauYmpoiJSWFY8eOYTabSUpKoqSkJLEW4OTJkxgMBlasWEFLSws+n49QKERTUxOLFy+mvLycYDBIeno68+fPn+UREkKI9w/J8RdCiDksEomg0Wiw2+2Ul5dTVFREYWEhgUCA2tpaMjIyOHfuHGvWrKG7u5uxsTEAysrKSE1NRafTYTQaCYVCpKSkYLVaSUpKoqWlhczMTKLRKBs2bGDXrl2o1a/ONRUWFgKvftqgVqvx+XzU1NRw6NAhWlpamD9/PgcPHsRms1FTUzNbQyOEEO87MuMvhBBzWDAY5OzZs3R1dREKhWhsbGRgYIDW1lb27t3LsWPHiMfjHDx4kL6+PqLRKIsXL8blctHb20tDQwNTU1MEAgEqKio4cuQIgUCA0dFRCgoK2LhxY2KDr6SkJKLRKJ2dnQwODrJ7925KSkrQ6XQcPHiQW2+9FZ1Ox9DQEEVFRfj9ftxud6LOvxBCiHdGAn8hhJjjtFotNpuNcDhMUVER27ZtY3x8HEVRWL16NQUFBUxPT9Pe3k40GuX555/nyJEjlJWVYTab6ezsZP78+bS0tDA9PU1qaio5OTkEg0FGR0eZmpriQx/6EOPj4xgMBiorK/F6vRQWFjI4OMj4+DiZmZk0NDSg1WqJx+OYTCZsNhsWi4VQKDTbQySEEO8LUtVHCCHmOJ1Oh81mIy0tjeuuu45t27YxMTFBXl4e09PTVFRUMDo6SklJCVNTU8TjcXp6esjJycHj8ZCSkoLRaGRgYACr1Yrf72doaIhVq1ah1+sJh8MMDQ2RlJTE1NQUQ0ND+Hw+jEYjBoOBSCRCWVkZsVgMg8GAWq1m//79RKNR4vE4k5OT8ndcCCFeh1T1EUII8aZFIhF0Oh2BQIDt27djs9m4+uqrqaysZPHixZw5c4aBgQFOnjyJWq1meno6kYbjcDhIS0ujtbWVBQsWcP78eXQ6HWVlZZw+fZrq6mqcTiednZ2Ew2HcbjfZ2dnU1tYmynVOTEwwNDREW1sbXq+XSCTCypUrufHGGykpKUGv18/2EAkhxPuCBP5CCCGIxWKUlZURDocJBALY7XYGBwcZGRkhFosB4Ha72blzJy0tLYndfgsKCmhpaaGoqIju7m5KSkr41Kc+hc1mY9myZTz00EPs2bOH7OxswuEwXV1djI6O4vF4mJqawu124/V6yczM5N5772V8fJyGhgb8fj+nTp1ieHiYSCQyy6MjhBDvD1LVRwghBKOjo5w5c4axsTEURaGzs5PVq1ej0+nIysoiKSmJsbExpqamyM7Oxul00trayvnz51GpVCxfvhy3282xY8d45plnOHjwICUlJQQCAYLBIAaDgSVLltDf38+8efNoampCr9ej1WoxGAw0Njbi8XgYHh6muLiYgYEBotEogUAARVEk1UcIId4FMuMv3pCiKGg0mkQZPo1Gg0ajwel0Jv7Tlo/hhXh/iEajmM1mUlNT2bhxI83NzTQ2NhKNRtHr9XR0dFBQUJD4u3AhME9KSuLo0aM8/vjjJCcnMzU1RVZWFqOjo7jd7kR+fyQSIRAIsGfPHsLhMJmZmXR0dGA2m1m8eDHhcBiDwUBzczMajYbx8XFCoRAajWa2h0YIId4XJPAXl6RWqxM1uRcvXkxGRgbp6emYzWbmz5/P1q1byczMpKCggGXLllFSUiIzckJc4cbHx8nPz0ev16MoCmq1mkgkQk9PD01NTWRmZtLT00M0GqWtrY2srCzMZjMnT57EbrdjsVhoaGhgcnKSlpYWpqamyMvLo6CggBUrVqBWq8nIyMDpdOL3+4nH49hsNpYvX053dzd5eXnceeedVFZWMjU1RWZmJoWFhYmJByGEEO+M/DUVF9HpdJjNZtauXUtNTQ0TExMsW7aMqqoqotEoxcXFdHR0cM0112Cz2RJvAHJzc+U/aCGucOPj44la+lu3biUtLY2MjAyKi4tZt24d1dXV2O12YrEYExMTib8JTz/9NCMjI9x0000A5OTksHz58kRlnsceewy3282qVavYtGkTS5YsQavVotFo8Pv9+P1+9u3bx65duxgbG6Ovr4/MzEyysrL+bJUKIYQQb46U8xQXWbFiBadOnSIzMxOr1UpdXR0Wi4UTJ04QjUZZuHAhv/vd73A4HNxyyy2oVCqeeOIJUlJS8Hq9dHR0EI/HZ/syhBBv0zXXXIPL5SIpKYmhoSGqq6sZHx8nJSWFo0ePotPpEhtsDQwMUFpaikajIRaLEQgEKC8vJxqNMjExQUZGBmNjY5w5cwaDwUBycjK1tbVUVVXh8Xhoa2vDbrdz7NgxbDYbXq+XaDRKJBLB4XBgMpk4c+YMk5OTsz0sQghxWZJynuJtcTqdLFq0iJMnTyZm7Wpra7HZbCxevJjS0lKmpqY4fvw4ubm56HQ6gsEgHo8Hk8kEQGVlJTfddBPJycmzeSlCiHfgwIED5ObmsnjxYq666irOnTuHx+NhcnKSpKQk1Go1o6OjRKNRSkpKMJlMpKSkUFZWxuLFizly5AjJycnEYjFSUlJIT09n0aJF2O127HY7FRUVPP300+zevRu9Xk9bWxsTExPYbLbEpwBFRUXodDpGR0eprq6e7SERQoj3BQn85zBFURJfFouF6upqcnNzycrKYnBwkEAgQFZWFqFQiP/zf/4P+fn5lJWVMTw8jNlsxm63c/bsWcbHx0lOTiY7O5uenh46Ozsxm82zfXniMqJWqykqKkq8QRSXtwuLbV955RVycnKIRqOUlpYm1gBMT0/zwQ9+kLq6OjZt2kRaWhpTU1OcOXOGF198kZqaGgYHB3G5XAwODnLgwAGysrLIzc3FbDbz4osvoigKPp8PnU5HcnIyOTk5GAwGvF4vsVgMn89HMBiktraWo0ePzvaQCCHE+4IE/nNUVlYWJpMJo9FIYWEhNTU1tLe309raitPpxGAwYDabGR8fp7+/n2XLlmG32/H7/YkgwGazUVVVxbXXXovb7aatrY3W1la6u7sxGAxSiUMkWK1WwuEwH/jAB7BYLLPdHfFnTE5O8t3vfpdYLMaOHTvIz8/n2LFjxGIx5s+fT2ZmJmNjY+zfv589e/awYMECent7qampobKykkWLFhGNRhkfH2dkZIQbb7wxsSNvW1sbOTk5JCcn43a72bdvH9FolBUrVqDVagkGg6xYsYL8/Hzi8Tj79u2TvyVCCPEukRz/OWrVqlWJj9z7+/vZv39/oryex+PB6XSi1WpJT0+np6eHmpoaUlNTGR0dRaPRUFlZyY4dO/D7/aSkpJCRkcHBgwfJzc1lenoarVZLJBLh1KlTku8vyMvLo6SkBK1Wy7Fjx/B6vbxP//S8ryiKQmpqKkuXLuXcuXNEo1HuuusukpKSmJiY4NChQ1gsFjo7O/F6vZSUlNDR0UFWVlbizX9raysLFy4kHo+j0WiwWCzs3r2bTZs20dHRwfnz5ykrK2P9+vU8//zzhEIhPB4PCxYsoLi4mPr6eoaHh/H7/bM9HEIIcVmSHH/xhnJycmhubmbXrl0cO3aM0tJSHA4HBoOBcDgMvFrP226309PTw9TUFIqiMDIyQiQSwWQy8corr+Dz+RIf/fv9fhYsWMDAwAB2u52pqSmWLl3KkiVLZvlqxeWgv7+fY8eOMTIykrifxOVPpVIRCAQ4ffp0om3Hjh0cPHiQnTt34vf7GR8fp7a2FqPRiNvtZtOmTZhMJoLBIMXFxdjtdrq6ukhNTSUSiTA9PU1JSQl9fX2sWbMGlUqFSqVieHiYVatWcfPNN1NbW0s8HufUqVNotVqmp6dncRSEEOL9QwL/OcZkMrF8+XLMZjOrVq1iamqKgYEBli9fjs/no6qqipycHKanp9FoNIl8/u3bt9PZ2Ul7ezvxeJze3l4qKyvRarWcPXuW8vJydDodDoeDxsZGBgYGGB4epqenR0p8ChRFYXp6mqamJmKx2Gx3R7wFwWCQoaEhpqencTqdBINBurq6aGtr4/Tp0zQ3N9Pf34/D4aCoqIhwOEwoFCIcDpOUlITdbmd8fJze3l7OnTtHX19fYpOw+vp6MjIysNvtbN++naGhISKRCF1dXQwODmI2m1m0aNFsD4EQQrxvSKrPHKJWq1m3bh1nzpxJ5NMeOXKEkZERysrK2LhxIykpKUSjUU6dOsXp06dxOBx89KMf5Ve/+hVms5nBwUEKCgpwuVxkZGSg0Wjo7++npKQEj8dDcXExPp8Pn8+HRqOho6ODaDRKT0/PbF++EOJtUhSFpKQkFi5ciFarpby8nKamJrxeL2q1msrKSvr6+ohGoxQUFBCPxzl//jwGg4Hi4mIcDgc6nY62tjZcLhejo6OJjbmi0ShZWVns3LmT6upqXC4XKSkpiTccHo+HUCg020MghBCXrbeS6qP9S3RIXB4uzNQXFhbidDoZGBjA4XCgKApVVVUMDAzw5JNP4nQ66e3tJScnh6mpKZ588kkmJiaYnJwkLS0Np9NJIBAgEAjQ09ODyWTC7XazdOlSnn76aXJzc/n//r//j8cff5yioiJcLheTk5OJhcFCiCuLSqVCp9MRjUYTO/UODg6SmppKV1cXwWCQwsJCuru7iUajpKamMjY2xoIFCzhx4gRmsznx/KmpKex2O4ODgyxZsgSz2czBgwcTm3X5/X66u7upqqqira1Ngn4hhHgXSQ7GHGKz2RKl+aampjAYDIkNdaanp9m9ezdWq5WxsTEyMzO5++67cTqdRCIRBgYGMJvNTExMMG/ePIqKikhPT6e4uJg1a9YwPDyMy+WitLQURVF49NFHiUQi+P1+zpw5Q15eHitXrpztIRBCvE1TU1MEg0HS0tLo7u6mpqYGo9GISqWirKyM66+/nsrKSrKyspiYmKCkpAS9Xs/ChQtZuHAhRUVF1NXVYTabGR4eJh6P09HRwTPPPENubi4Wi4WBgQGcTieVlZUMDAzIgl4hhHiXyYz/HGK322loaCASiZCampqosz09PU1OTg61tbWEw2Hsdjvnzp3j0UcfJTc3l8nJSSwWC+Xl5cRiMX7/+98TCoWoqqoiGAzS3NxMLBZLLNDTarUUFRWhVqs5fvw48XiccDjM2bNnSUlJkR04hbgCqVQqOjs7icVipKWl0djYyJo1a5iamqKhoYEjR45gtVpxOByJTxTj8ThlZWWEQiEikQh79+4lHo+zYMECDh8+jNVqpaKigubmZrRaLU6nk6ysLJ544gl8Pt9sX7IQQrzvSOA/hwQCAVatWsXp06c5ceIEpaWljI6OsnDhQnJzcxNlNw8cOEB+fj7nz59HrVajUqlYtWoV4XCY4eFhdDod6enpeL3eROnOefPmceTIEYxGI5OTkwwNDWE0GgmHw9x88810dXVhNBpJSUnh5MmTuN1uWXshxBUmGAzS2tqKoiiYTCZisRgTExOEw2Gmp6fx+/1MTk6iVqsJBoOsXr2a+vr6REqP1Wqlvb2dQCBAaWkpNTU1nDx5Eo/HQ0FBAUajkW3btkkVHyGEeI/I4t45JCcnh+LiYo4ePcpHP/pRAI4ePYrT6cTr9ZKTk0NnZyd5eXnEYjHGx8dpbm7GarUSj8eJxWIsWbIEt9tNfn4+Ho8Ho9HI8ePHMRgMDA0NYbVasdlsrFixgscff5xbb70VnU7HyZMnyc3Npb+/H5/Ph9vtZmhoSMo6CnGFUqlU2Gw25s2bx+joKJ2dnTP+1qpUKlJSUhIpfxf2A3A6nezZs4cVK1bwyiuvMDU1xcaNG+nu7qajowOfzyd7fwghxFvwVhb3SuA/h8ybNw+v10skEsFms1FQUIBer6epqYmtW7cmdtP83e9+lyjbV1tby9jYGG63G71eTzQapaKiAofDwcGDB2lsbMRgMKDX69Fqtfj9fmKxGE6nE4fDQXd3N1arldbWVioqKhgaGmL+/PlMTU2xbds2QqGQBP9CXMHMZjN+v/9NBetmszlRWcztduPxeCgqKmJsbCyxv4j8vRZCiLdGqvqIS7qQe9/R0cHatWupqKhAURSCwSCjo6OcOnWKYDCIy+XCaDRSUVHBK6+8gtFoRK1W09LSgsViYenSpTQ0NGCz2VCr1fj9fq666ioOHDhAYWEhnZ2dNDQ08Ld/+7cAWCwWNm3axP79+zEajZhMJrq7uxM1vzs6OmZ5ZIQQb9fU1NRbOva5556b0dbe3g68+h+WBP1CCPHekhn/OUJRFPR6PQ6Hg+LiYjo7O3E6nWzatInz588TCATo6uqiuLgYt9vN4OAgtbW19Pf3k52dTX9/P+FwmJKSksTOq8uXL6ehoYG0tDT2799PPB7H5/Mlfr7NZqOqqgqHw0FnZyejo6MsWbKEM2fOAK++RmNjY4yOjsprJIQQQgjxNryVGX8p5zlHqFQqYrEYLpeLoaEhPvjBD2K323nqqacSQbder2diYoKJiQkAurq6yM/PJzs7G5PJxIIFCxgYGCAcDuPz+Xjssccwm8309fVRU1PD+Pg4AOPj44kKQYcPH2ZqagqVSkVtbS1Hjx7l3LlznD9/ntTUVHJzc0lOTp61cRFCCCGEmCsk8J9DLizEGxkZweVykZeXh9Pp5NixYwwNDREIBKirq2PNmjV4PB5ycnIIBoP09PQQCATQarWUlZVx7tw5pqenqa6uxm63U11dTWpqKitXrkyU6vR6vYnSfunp6WzevJlrr72WtLQ0TCYTxcXFmM1mFi9eTFJSkgT/QgghhBDvMQn855Dp6WnKysrYsmUL4+PjDA0NMTIywpo1a0hLSyMtLQ2Xy5WovT00NERaWhpVVVXEYjFGRkZobm4mEAgQiUSYnJxEr9ezevVqDh8+zODgIHV1dSxZsoTS0lKKiopwu90EAgHOnDnDP//zPxMKhXA4HInFfNu3b6e4uBiLxTLbwyOEEEII8b4mgf8cEovFMJlM2Gw2SkpKiMViZGZmsnPnTvR6PWfOnEGtVtPc3IxOp2Px4sUEg8HEYrwFCxaQmppKcXExExMTBINBWlpa+OlPf4rT6cRsNmMwGBgfH8fn8yV2+dy1axfDw8M4HA7q6urQaDQsXLiQ9PR0AoEAfr+f7OxsNBrNLI+QEEIIIcT7lwT+c0gsFuO//uu/eOKJJ9i+fTtnzpxJbMBlMBjQ6XScOnWKsbExXC4Xzz77LJFIhHA4THFxMQ0NDRiNRqLRKIFAAJVKRXZ2Nj6fD6fTidvtZtmyZYyOjtLe3k5vby9FRUWsXr0ar9dLVlYWZ8+eJR6PY7FYMBqNWCwWioqKKCgokNrdQgghhBDvIQn856Dp6WkmJyfR6XT4/X4qKyvZv38/y5YtY+3atajVanJycsjPz+fUqVPcdNNNKIrC5OQk8XgcjUZDcnIyTqeTwcFBDAYDe/fuJSUlhVgsRnp6Ona7nWg0Sk9Pz4yUn2AwSEdHB6Ojozz00EMYjUYmJiY4fPgwRUVFsz00QgghhBDvW1LHfw4KhULo9XoMBgMulwuDwUAsFmNwcDBRnSctLY2xsTFsNhtdXV1EIhGuuuoqzpw5Q3Z2Ng6Hg71795Kenk5mZiYVFRUA/PGPfyQpKYnU1FSuvfZaFi9ezFNPPUVKSgoHDx7EZrNxyy23oFarOX36NF1dXYkdQEdHR2d5ZIQQQggh3r9kxn+O8vl8DA0NsWDBAjQaDdFoFLfbjd/vJycnh7GxMbRaLd3d3WRkZKDRaHjqqacoLi5mbGyM9PR07rjjDpYuXYrL5cLr9dLf308gEGDLli0YjUbS0tJ46qmnGBoawuVy4XQ66e/vZ/fu3YyNjeH1eqmsrGTJkiWUlJRIjr8QQgghxHtIZvznsKmpKRobGyktLWXdunU4nU5cLhd+vx+9Xk93dzeLFy9m165dWK1W7HY709PTmM1mGhoaKCgooKKigtHRUaLRKBUVFZw8eZL9+/fj8Xg4fPgwmzZtwul0otfrycrKwuVyMTExgdvtJicnB7fbjdFopKOjA4/HM9tDIoQQQgjxviUz/nNYJBJheHiYo0ePcuDAAcbGxhgYGKCoqIipqSk2bNjA/PnzycvLIxAIYLfb0Wq1DA4OUlhYSEdHB8PDw2zcuBG73U5ZWRkATqeT3Nxcvv71r9Pd3U0wGESr1fKHP/yBmpoaPvaxjxGLxbDb7cTjcZqbmxkaGprl0RBCCCGEeH+TGf85TKVSoVar0ev1GI1Gfvvb3+J0OhMbcfX397Njxw5MJhMajYZQKITJZMJgMNDY2Eg8Hufw4cNkZ2czMTGBy+Xi+uuvp6mpia6uLnQ6HUVFRXR1dVFSUkJBQQFGo5GDBw9SXV1NR0cHk5OTxGKxxHbTQgghhBDivSEz/nOcoihkZmYmSnICnDp1ioyMjMSi3YKCAsLhMACBQICCggKysrLQaDSUl5fj8/nYvHkziqIwODhINBolHo+jKAo2m40bb7yRWCzGVVddRVpaGl6vl/Pnz7N48WIikQher3c2h0AIIYQQYk6QGf85TlEUysrKsNlsHDt2DLvdjsPhoLm5mc7OTrxeL2azmfT0dPR6PaOjowwODhIIBFi2bBnZ2dn09vbS2NhIdnY2FouFhQsX8uKLLxIMBhkdHaWlpYXh4WHC4TDz589nYGAAq9XK3r17iUajqFSq2R4GIYQQQoj3PZnxn+MURaGpqYlz586xfPlyYrEYKpWKDRs2kJqaypIlS0hOTubaa6/F7XZjsViwWCzk5uYyMTGB1+ulpaWF5ORk2tvbcTqdnD17FrVajc/nw2QyEQqFyMnJIR6Pc+jQIXQ6HdPT0/T39xMKhWZ7CIQQQggh5gQJ/AXDw8NMTk5y4MABli9fTjgcpqenh40bN6LT6TCbzQwPDxOLxQgGgwwNDdHT04NarWZ4eJg777wTRVEYHR3lD3/4A83NzbS1tRGJRDCZTNTU1GC1WikrKyM/Px+tVksoFGJ8fHy2L10IIYQQYs6QwF+gKAqBQIAFCxZw6tQpduzYwdVXX82uXbswmUysXLkSi8XCkiVLGB0dpbq6Gp/Ph0ajwWQy0dPTw9TUFIFAgNLSUm688UaWLFmC3+8nNTWVgYEBOjs7GRoawmAwsGDBAqniI4QQQgjxFyaBvyAejzMxMUFaWhrJycksX76c3//+94RCIY4cOcLevXvp6Ohg7dq1LFmyhJGREWw2G/39/YmfMTAwQHFxMefOnSMtLY21a9diNpt58sknGRwcxOv14nQ66evrw+12JxYLCyGEEEKIvwwJ/AUAGo2G1tZWBgcHmZiYIC8vD5VKhc/n4+zZs9hsNr73ve/h9/vRarVkZ2ezYsUKkpOTuemmmygsLKSnp4ebbrqJp556ipGREdLS0tiwYQNWq5XCwkI6OzuxWCw0NjbO9uUKIYQQQsw5KuV9WkDd6/Vis9kApGrMm5CWlkZNTQ0Wi4V4PM7Zs2dJTU0lNzeXffv2YTabcbvdVFZWoigKoVCI/Px8WlpaMBqNjI+Pk5ubi81mIy8vj6mpKRRFSbyBePjhh/H7/QSDwdm+VCGEEEKI940LobzH48Fqtb7hsVLOUwAwPj5Oe3s7iqJQWlqKwWAgIyODqqoqXnrpJXJzc6moqMDv93PkyBFycnIYHBwkMzOTs2fP4na7UavVxGIxRkdH0ev1RKNRzp49S2dnJ6FQiHg8PtuXKYQQQggxZ8mMv5jB4XBQVFRELBYjFosRDoeJxWJkZGQwNjbG1NQUCxcu5NChQ4yOjs52d4UQQggh5rS3MuMvOf5ihuHhYcbGxgiFQqSnp7NixQrMZjMAPT09BINBjh49KkG/EEIIIcQVRlJ9xEXa2tq41AdBKpWKqampWeiREEIIIYR4pyTwF5ck6VFCCCGEEO8vkuojhBBCCCHEHCCBvxBCCCGEEHOABP5CCCGEEELMARL4i8ueoijY7XaWLVuGxWJBUZRLLj4WQgghhBCvTwJ/cVlTqVSkpKSwcOFC+vv7sVqtLF26FIPBQEpKirwBEEIIIYR4kyTwF5ctRVFwOp0UFBRgMBiYmJigrKwMu92O3W5Hr9djtVpRq9UYDAbUarmdhRBCCCFej5TzFJctk8mEz+djyZIlFBYWEgwGURSFiooKqqqqeOSRR6itrWXt2rW0tLSwfft22WdACCGEEOJ1yBSpuCypVCqWL19OTk4Oe/fu5dSpU6xcuZJgMIjJZKK+vp6SkhLsdjtDQ0P09fWRl5dHXl4eBQUFaDSa2b4EIYQQQojLigT+4rKjUqkwGo2MjIyQkZFBcXExLS0tNDQ0oNFoeO655zAajWzcuBGVSkVycjKKoqDT6fD5fGzZsoXc3NzZvgwhhBBCiMuKSnmfro70er3YbDZAdqG9kiiKQmlpKRs3bmTfvn3Aq69famoqXV1dZGVlkZ6ejkqlwuv1kp6eTllZGTabjfb2do4fP057ezuZmZn09/fP8tUIIYQQQry3LoTyHo8Hq9X6hsfKjL+4rOTk5LBx40bq6+vZuHEjHo8Hv99PbW0tH/nIR/D7/UQiEdra2hgfH6erq4vGxkba2tqw2WyYTCZUKhV6vR6z2TzblyOEEEIIcdmQwF9cFhRFoaqqitraWk6ePEk4HKa9vR2VSkVtbS3T09P09PSQkpLCRz7yEdasWYPdbmfevHl0dXVx/PhxIpEI8XicUCiUeAMghBBCCCFeJYG/uCyUl5djNpvJy8tjdHSUwsJCurq6yM7Oxm6309vbS0lJCQsXLuTee+9l27ZtxONxtm3bxuTkJH6/n5aWFrq6ukhOTsbhcBCLxWb7soQQQgghLhtSzlPMOkVRiMfjuFwufD4fKSkpNDQ0EI1GiUaj5OTkEAqFOHXqFF6vlxtuuIHk5GQGBgbIy8ujv78fm82G3W5n4cKF+Hw+zp8/j9/vn+1LE0IIIYS4bMiMv5h12dnZhEIhwuEwgUCAiooKbr31VqqqqqipqcFgMGC1WqmuriYpKYmMjAzq6+tpb28nEAhgNpv5wAc+gN1up6Ojg4ULF2Kz2aSkpxBCCCHEn5DAX8wqtVqNyWTCarXy4Q9/GJfLhcFg4MUXX6S3t5eqqiqKi4s5efIkOTk5OJ1OIpEIZWVl3HjjjSQlJVFeXk5VVRXPPvssoVCIrq4uRkdH0el0s315QgghhBCXDUn1EbNKr9cTiUSorq6mqqqKoaEhGhoaMJvNKIrC4OAgPp+PVatW0djYSFZWFpFIhNLSUv7zP/8TnU5HSUkJfX19pKamsnnzZjweDz09PYyMjMz25QkhhBBCXDakjr+YNRqNhqysLHQ6HXa7nf7+fqqrqxkeHiYtLY3y8nJefPFFtm7dSmtrK/39/djtdurq6hgfHycpKYnc3FxisRjt7e1MTU2RkZFBNBqlra2Nc+fOyQJfIYQQQryvvZU6/jLjL2aNyWSiurqa1tZWioqK0Ov1tLa2olKpMJvNNDQ0sHbtWlpbWykrK8PtdjM8PIzRaGTFihX09PTwu9/9DofDQW9vL06nE5PJhMvlwu/3S9AvhBBCCPEnJPAXsyYjI4PCwkLcbjeHDh2ipKSENWvW0N3djd/vJy8vj9zcXE6dOkVfXx/XX389FouFeDxOfX09jY2NVFZWYjAYqKuro7m5meHhYUpKSjhw4ABqtZp4PD7blymEEEIIcVmQwF/MCkVRGB4eZmRkBJ/Px9VXX43NZmNsbAy9Xp9YpAvgdDqZnp4mGo1y+PBh/H4/Wq0Ws9lMNBrF4/Fw6NAhKioqGBsbo6KiAkACfyGEEEKIPyFVfcSsUKlUVFRU0NDQQCgU4uzZs+zevRuv10teXh6Tk5MsXbqUq6++GoDp6WkOHTrEokWLiEajNDU1kZubi8vl4vTp06xfvx6Hw4Hf70+s7YhGo7N5iUIIIYQQlxWZ8RezQqPRoNfrKSgoIC8vj2PHjpGVlZUI8IeHhzl//jwvvfQSWq0Wu91OZWUloVAIm81GRkYGkUiEsbExamtrKSsrY3BwEJ1Ox/PPP09OTg5er5f36dp1IYQQQoi3TAJ/MStUKhUTExOMj49TVFTEli1bAJiamiIajVJRUcHg4CAqlYoFCxbgcrlobW2lpaUFn89HTU0N8Gr1pq6uLnw+H5/61KdobGxkdHSU1NRUtFotkUhkNi9TCCGEEOKyIak+YlakpKQQjUZZt24dg4OD7N69m5aWFux2OxkZGXz4wx8mFouRm5vLyMgIaWlpzJ8/H6vVSkFBAcPDw2g0Gu68807GxsY4evQoP/jBD1i7di1paWkYDAbZwEsIIYQQ4k/IjL+YFRqNBqPRmEjpyczMTKTuHD16NFHCc3h4mKmpKfR6Pbm5uRiNRkwmE9FoFJfLxfnz5zGZTBQWFmKxWDh58iQ9PT3odDpZ2CuEEEII8Sdkxl/MisnJSQYHBwmHwxiNRvLy8lCpVPh8PjZt2sS8efM4deoUGo2GjIwMsrKymJiYYP78+Zw6dYr09HQ0Gg2VlZWkpKRgs9kIBAJ0dXWRmZmJRqMhEAjM9mUKIYQQQlw2JPAXs2LLli2UlpaiKAqZmZno9XrWrVtHKBRiamqKkZERdDod4XCY5ORk9Ho9p0+fZnh4GLPZTFJSEmazma6uLoaHh3E4HKSkpODxeFCr1QSDQdmxWQghhBDiT0jgL/7iFEVhcnKSFStWkJqaysTEBGfPniUYDNLS0pJYkJueno7JZEpU7LFYLExOThIMBjl48CDHjh0jOTkZs9lMfn4+hYWFpKam0tbWhtvtnt2LFEIIIYS4zKiU92m9Q6/Xm6jnLjO/fzkXxvr1bitFUXA4HKSlpSWOzcjIIDc3F7fbjdVqpaWlBZvNxvT0NFlZWfT19aHVahkaGsJms3HVVVfx7LPPsnLlSgKBABaLBY1GQyQSYd++fZSXl9Pc3EwsFvuLXbcQQgghxGy4EHN5PB6sVusbHisz/uJddfXVV7N69WqSkpLQai9eO+50OqmpqSE/P5/BwUH6+/uZN28e/f39nD17lhdffJHq6mpyc3PJzs7GZDLh8/k4f/48aWlphMNhzGYzaWlpaLVa+vv7ycjI4Prrr2doaIja2lrmz59PUlLSLFy9EEIIIcTl6z0P/P/lX/4FlUrFfffdl2gLBoPcc889pKWlYTab+eAHP8jIyMiM5/X29rJ161aMRiOZmZl86Utfkp1YrwCtra1MTExwzz33sGnTphmPKYpCXV0do6Oj+Hw+LBYLAC0tLbS0tBCLxcjPz+f8+fO0tbWh1+vxeDzcfvvtlJeXEwwGcTgctLS0cM899zA6Okp/fz9+v5///M//ZGpqiqSkJJ544gn8fv9sXL4QQgghxGXrPS3neezYMX7xi1+wYMGCGe1f+MIXeP7553niiSew2Wx89rOf5dZbb+XAgQMAxGIxtm7disPh4ODBgwwNDfGxj30MnU7Ht7/97feyy+IdGh4exuVy0dvbi0ajmfGYSqXi4MGDxGIxiouLWbduHbt37yY1NZU777yTjo4OFEUhNzeX+vp6+vr6uPrqq0lJSWFkZIRVq1YxOTlJd3c3r7zyCiqViuTkZDQaDVlZWfj9fnp7e4lGo5LeJYQQQgjxGu/ZjP/U1BQf+chH+NWvfkVKSkqi3ePx8B//8R98//vfZ/369dTV1fHwww9z8OBBDh8+DMDLL7/M2bNn+c1vfsPChQvZsmUL//RP/8RPfvITwuHwe9Vl8S6JxWL4fL6LFtiaTCYURWHNmjXU1NTQ39/PsmXL6O3t5cUXX6S1tZW0tDRsNhudnZ0ANDY2cuTIEdxuN4cPH2Z6eppPfvKTTE5OMjQ0RHFxcWJR7+DgIB6PR4J+IYQQQohLeM8C/3vuuYetW7eyYcOGGe0NDQ1EIpEZ7RUVFeTn53Po0CEADh06RE1NDVlZWYljNm/ejNfrpbm5+ZLnC4VCeL3eGV/i8pGUlERpaSkajYampiZ6e3upqanBYDCQk5ODoijodLrEBlxpaWmUlZUxMDDA7t278fv9rF27FovFwo4dO9BoNGi1WlQqFb29vQwPD7NgwQI8Hs9sX6oQQgghxGXpPUn1eeyxxzhx4gTHjh276LHh4WH0ej12u31Ge1ZWFsPDw4lj/jTov/D4hccu5cEHH+SBBx54F3ov3guxWIxIJIJWq6WwsJB4PM6TTz5JLBajqqoqsTnXhYo9KSkp9Pf3A1BWVkZ+fj5erxej0ciOHTtYu3Yt8Xic3t5eUlJScLlctLa2SiUfIYQQQojX8a7P+Pf19fH5z3+e3/72txgMhnf7x7+ur371q3g8nsRXX1/fX+zc4s/TarXk5+dTVlZGVVUVHo+HBQsWEIvF0Gq1aLVaysvLUalUxGIxxsfHycjIwGq1Mjg4SCgUYmRkBL1eT2FhIZFIBIvFwvXXX08gEGBwcJBYLPa6ZUSFEEIIIea6dz3wb2hoYHR0lEWLFiUCur179/KjH/0IrVZLVlYW4XD4ovzvkZERHA4HAA6H46IqPxe+v3DMayUlJWG1Wmd8ictHOBxmcHCQ0dFRenp6cLvdbN26lVtvvZV4PE5mZiZut5vHH3+cUChEUlISzc3NFBQUsGXLFkZGRmhvb2f79u3odDpqamro7e3l2LFjjI2NodVqcTqds32ZQgghhBCXrXc98L/22mtpamri1KlTia/FixfzkY98JPFvnU7Hzp07E89pbW2lt7eXFStWALBixQqampoYHR1NHPPKK69gtVqZP3/+u91l8RdgtVrx+XyMj4+TlpaG0Wjkhz/8IaWlpVx//fV85CP/P3t/Hh3pdd93/u/a9wVAFQoo7GsD6Eav7G52k80m2c1NFGVZlGJO6CW2Is1MLE0c2zORZ8ZyTmLHJ5pJMtE4so5ieWR5iZaIkkhFosSlyV7Y7H0F0Nh3oLAVqgqF2lDL7w+G9TMdWRblJtEkPq9z6pBdzwPUfS5wUJ+6z73f+zSnT5+mtbWVtbU1vF4vhUKB8fFxrFZreSR/27ZtBAIBTp48icfjwWAwYLVayeVyzM/Pb/JVioiIiNy5bvscf4/Hw44dO97ynMvloqqqqvz8xz/+cX7zN3+TyspKvF4vn/70pzl06BB33303AA8//DA9PT380i/9Ep/73OeIRCL8n//n/8mv//qva2Om96hEIkGpVOLnf/7nsVgs7Nq1i+9///v8+Z//OUePHsVisXD//fczOTlJOBymrq4Oo9FIVVUVX//61wmFQhSLRbxeLw6HA4fDQaFQwGKxEI/HicViWtgrIiIi8hO8o3X8/zb//t//e4xGI08++STZbJZHHnmEL3zhC+XjJpOJ733ve/zP//P/zKFDh3C5XPzKr/wK//Jf/svNaK7cBjabDZvNxtjYGMvLy+zYsaM8V//111+ntbWVe++9l/HxcXp6elhbWyOZTLKwsMC+fftwOBw0NDRQU1NDX18fExMTNDQ0YDKZWFlZYW1tbbMvUUREROSOZii9T1dDJhIJfD4fgOq63wHsdjvbtm1j27ZtOBwOrly5QjAYZGZmhrq6OqxWKzt37uTVV19l37591NTU4Pf7y4t2r127Ri6XY9euXTz33HOkUimCwSCpVAq73c7AwADFYnGzL1NERETkXfVmlI/H43/nGtd3rI6/yF+XzWbZv38/6XSaEydO0NPTg9vtJhaLcejQIeLxOF/96ldpaGjgzJkzfPnLX+bZZ5/FZrPxta99jXw+z8bGBmfPniUajZJIJLBarSSTSfr7+xX6RURERP4OmzLVR7aWUqnEo48+isFgoLm5mXA4zNWrVxkdHSUYDPLiiy/y2GOP8fLLLwNQX19PbW0tAwMD2O12qqursVqt3HXXXQwMDGCxWDCbzbhcLjKZDEtLSyrjKSIiIvJ30Ii/vOMMBgOpVIrz58+TSCSIx+Ps2LGDJ598klQqRW9vL6+88gqtra34fD5u3ryJ2WwmEAiQzWapr6/n8uXLvPrqq4yOjtLQ0EAulyMSiZTPU/AXERER+ckU/OUd53A4GBoaYmJiggsXLhCNRjEajbz44ovlUfy77rqL6elpYrEYmUyGUqlEV1cXbW1t+Hy+8kZfjY2NnDt3jnw+T2trK8lksrxwWERERET+dlrcK++4UqmEwWDA4XDQ2toKUA747e3tdHV1UVdXx+zsLPPz8zgcDs6cOUMoFMLpdFIoFEin0+zatYupqSk2NjawWq1MTU1x//33c/HiRQYHBzXPX0RERLYcLe6VO4rBYGDbtm2YTCZyuRzHjx/H6XSya9cuKioqyGazDA0NlWv3j4+PU1dXh9PpJJFIkE6n6enpwe/3U1lZSS6XI5PJkMlk6O/vZ3p6mkKhsNmXKSIiInJH04i/vCva2toA8Pv9VFRUUF9fTyKRAGB9fR2z2YzFYmFpaYl8Pk99fT2lUomTJ0/i8/lwOp20tLQwOjpKPB7HZrOxsrKC1WplYWFBP2MRERHZkjTiL3eceDzO7OwsS0tLbN++nfr6evL5PKdOnWJ8fByfz8e5c+cAWF5eZm5ujtnZWdra2pibmyObzWKz2Uin0+zZs4eWlhay2Syrq6sK/SIiIiI/BQV/eVckk0mqq6spFov84Ac/IBaLMT09TTgcZmNjg1QqRTqdJhwOs23bNgwGA9u3byeTyfDYY49hs9mIRqMYDAauXr3KxsYGBoOBjY2Nzb40ERERkfcEBX95V1itViwWC2tra3R3d/PCCy/Q2dlJXV0dZrOZhYUF/vE//sfMzMywvr4OwKVLl5iZmeHKlSv8wi/8AkNDQ6ytrXHs2DGuX79OKpXa5KsSERERee9Q8Jd3xfr6Og0NDYRCIYaHh/mn//SfMjMzw8TEBKlUil27dvHss8/S3t5OVVUVFRUVtLS0EAgEaGlp4ctf/jIGg4FcLkdfX59Cv4iIiMjbpMW98q7w+/1s376dyspKmpubKRQKZDIZTpw4gdfrJZVKYbfbsVqtJJNJGhoa+IVf+AU+//nPYzQaaWtrw2KxcOLECe3UKyIiIvLfvJ3FveZ3o0EipVIJp9NJVVUVL7/8MtPT0+zatYtwOMzy8jKVlZUsLi6ysrLCE088QalU4gc/+AHBYJBsNsvg4CCtra2srq4q9IuIiIj8DDTiL+8Ko9FIR0cHJpOJtbU1ent7mZ+fZ3Z2FpvNRjab5ROf+ATf/OY3KZVKVFRUsLCwgNVqpaGhgfHxcRYXF0mlUgr+IiIiIv+NynnKHadYLBKJRMjn8wSDQcLhMLW1tRw5coSHHnoIh8NBPB6nUChw//33Mzo6yuLiIm1tbeXqPclkUqFfRERE5GekqT7yrslmsyQSCQqFAnNzc1itVsbHx/mN3/gNUqkULS0t/Nqv/RrT09N89KMfJZvNcubMGRwOB52dnSwuLpLL5Tb7MkRERETekzTVR941RqMRk8lETU0N//Af/kNefPFFpqamCIfDNDY2kkqlmJmZYffu3WSzWcbHx5mfn6elpYWRkRFWVlY2+xJERERE7ihvZ6qPgr+8q0qlEh6Ph2AwyH333cfy8jJra2ssLCywuLiI2+0mHA6zurpKa2srw8PDpNNpIpEIxWJxs5svIiIickdR8EfB/07ncrmoqqoiEAiwuLhIIpGgqakJg8HAyMgIAE6nk2g0qsAvIiIi8rdQOU+5462vr5NKpZibm8NoNLKxscHc3BzxeByz2Uwmk9EmXSIiIiK3kYK/bJpSqUQ+ny//+805/H/9ORERERG5PVTOU0RERERkC1DwFxERERHZAhT8RURERES2AAV/EREREZEtQMFfRERERGQLUPAXEREREdkCFPxFRERERLYABX8RERERkS1AwV9EREREZAtQ8BcRERER2QIU/EVEREREtgAFfxERERGRLUDBX0RERERkC1DwFxERERHZAhT8RURERES2AAV/EREREZEtQMFfRERERGQLUPAXEREREdkCFPxFRERERLYABX8RERERkS1AwV9EREREZAtQ8BcRERER2QIU/EVEREREtgAFfxERERGRLUDBX0RERERkC1DwFxERERHZAhT8RURERES2AAV/EREREZEtQMFfRERERGQLUPAXEREREdkCFPxFRERERLYABX8RERERkS1AwV9EREREZAtQ8BcRERER2QIU/EVENonRaKShoQGz2YzFYsFisWx2k0RE5H3MvNkNEBHZqpxOJw8++CBWq5X+/n5isRh9fX2b3SwREXmf0oi/iMgmSaVSvPbaawwODhKLxdi2bRuNjY2USqXNbpqIiLwPKfiLiGySYrHIxMQEs7OzmEwmBgYGqK2t3exmiYjI+5Sm+oiIbKKNjQ1GR0cBsFqt5PN5DAbDJrdKRETejxT8RUTuELlcbrObICIi72Oa6iMiIiIisgUo+IuIiIiIbAEK/iIiIiIiW4CCv4iIiIjIFqDgLyIiIiKyBSj4i4iIiIhsAQr+IiIiIiJbgIK/iIiIiMgWoOAvIiIiIrIFKPiLiIiIiGwBCv4iIiIiIluAgr+IiIiIyBag4C8iIiIisgUo+IuIiIiIbAEK/iIiIiIiW4CCv4iIiIjIFqDgLyIiIiKyBSj4i4iIiIhsAQr+IiIiIiJbgIK/iIiIiMgWoOAvIiIiIrIFKPiLiIiIiGwBCv4iIiIiIluAgr+IiIiIyBag4C8iIiIisgWYN7sBIiIiW4XX6wXAbDazsrKCwWDY5BaJyFai4C8iIvIuqKmpweFwEAwGcTgc1NTU8O1vf5tcLrfZTRORLUJTfURERN4hpVIJl8tFW1sb99xzDx/5yEcwGAzs2bOHYrHIfffdt9lNFJEt5B0J/rOzs/ziL/4iVVVVOBwOent7uXjxYvl4qVTis5/9LLW1tTgcDo4fP87w8PBbvkc0GuXpp5/G6/Xi9/v5+Mc/TjKZfCeaKyIicts4nU6qqqqw2+3U1tayd+9e/H4/q6urTE5OEggESCaT3Lp1i7W1NXw+H0ajUdN+ROQdd9uD/+rqKvfccw8Wi4Uf/OAH9Pf382//7b+loqKifM7nPvc5Pv/5z/PFL36Rc+fO4XK5eOSRR8hkMuVznn76afr6+njhhRf43ve+x8mTJ/nkJz95u5srIiLy9+bxeLDb7ezcuRO73Y7JZKKpqQmLxUIul8NkMtHf34/L5eLIkSP09/fz0EMPEYvFsFgshEIhnE4npVJpsy9FRN7HDKXb/FfmM5/5DGfOnOHUqVM/9nipVCIcDvNbv/Vb/PZv/zYA8XicUCjEV77yFZ566ikGBgbo6enhwoUL3HXXXQA8//zzfOADH2BmZoZwOPx3tiORSODz+QA0iiIiIu8Ii8VCR0cHBoOBlZUV1tfXKRQK2Gw2Dh48iNFoxG63Y7fbOXr0KP39/bz44ossLy9TV1eHy+ViYWEBg8HAgQMHGBsb4+LFi2Sz2c2+NBF5j3gzysfj8XIBgb/NbR/xf/bZZ7nrrrv42Mc+RnV1NXv27OE//af/VD4+Pj5OJBLh+PHj5ed8Ph8HDx7k7NmzAJw9exa/318O/QDHjx/HaDRy7ty5291kERGRt6VUKlEqlaivr8fhcBAIBOjs7MTn81FbW0tvby9Op5O9e/fS2dmJxWJhfHyckZERlpeXMZlMJJNJEokEg4ODNDc3c+vWLSwWC5WVlZt9eSLyPnXbq/qMjY3xx3/8x/zmb/4m//v//r9z4cIF/pf/5X/BarXyK7/yK0QiEQBCodBbvi4UCpWPRSIRqqur39pQs5nKysryOX9TNpt9ywhJIpG4nZclIiJbnMlkIhgM4nK5MJvN5PN53G43FRUVzM/Pc+TIEfbs2cOzzz5LOp1m165d3Lx5k+vXrxMIBCgUCty8eROv14vX62V1dZW5uTkCgQBjY2MYDAai0Sh2u32zL1VE3qdu+4h/sVhk7969/Ot//a/Zs2cPn/zkJ/nEJz7BF7/4xdv9Um/xh3/4h/h8vvKjoaHhHX09ERF5/zMajdhsNhwOBx6Ph6qqKqxWK/l8HrvdzvHjxymVSmxsbPD973+fP//zP6empoZkMskXvvAFXnnllfIdAJvNRl1dHalUit7eXnK5HF6vF7fbXf4A4XQ66enp0WJfEXlH3PbgX1tbS09Pz1ue6+7uZmpqCnijjjHAwsLCW85ZWFgoH6upqWFxcfEtx/P5PNFotHzO3/Q7v/M7xOPx8mN6evq2XI+I/O3enO5QKpXKtclF3sveDPpGo5Gqqir27NnDoUOHqKysJBQKUSqVyOVyFItFZmZm+NrXvobb7aarq4uGhoby3evKykrq6+sxGo309/fzp3/6p1y9epV4PI7ZbGZqaooDBw7Q1tbGvn37qK2tBd6oCHTixAmqqqrKHwBERG6X2/4X5Z577mFwcPAtzw0NDdHU1ARAS0sLNTU1vPTSS+XjiUSCc+fOcejQIQAOHTpELBbj0qVL5XNefvllisUiBw8e/LGva7PZyrdP33yIyDunsbGRYDBIfX09Pp+PxsZGurq6NrtZIm/bm1NJ3W53+T0qHA7T29tLsVikrq6O48ePE4lEaG9v5/d+7/coFou0tbVhMBhob2/H6/VSLBbJ5XJYrVZKpRJOpxOn04nRaOSjH/0o4XAYu91OsVgkk8mwtLTEhQsX6OvrIxKJkMlkcDgc1NfXs2/fPqampjTqLyK31W0P/v/sn/0zXn/9df71v/7XjIyM8Fd/9Vd86Utf4td//deBNyrs/MZv/Aa///u/z7PPPsuNGzf45V/+ZcLhMB/+8IeBN+4QPProo3ziE5/g/PnznDlzhk996lM89dRTP1VFHxF55xkMBnbt2oXdbueBBx5gbm6OgYGBzW6WyNty+PBhAoEAe/fupaWlBa/XS1NTE01NTSQSCZxOJ1evXiWbzXL06FGuXbvGt771LYxGI/l8nu7ubv7dv/t3DA0NUVlZidFoJJlMMjk5SU9PD4899hgul4u+vj7OnDnD7t272bNnD08//TTV1dWEw2E6OjrKdwLcbjcej4epqSlKpRL5fH6zu0hE3kdu++Le/fv38+1vf5vf+Z3f4V/+y39JS0sL/8//8//w9NNPl8/53/63/4319XU++clPEovFuPfee3n++effsqDpL//yL/nUpz7FsWPHMBqNPPnkk3z+85+/3c0VkZ/R9PQ0s7OzmEwmVlZWiMVim90kkZ+K0WjE4/Gwe/du0uk0lZWV7N69m29+85vlWvypVIq5uTlsNhu/+Zu/ST6fJ5FI0NPTwze/+U2SySTd3d2srKzQ0tLC8PAwk5OThMNhvF4vi4uL5PN5DAYDdrudlZUVamtrsVgszMzM8Prrr5c3pXS73TQ3N+Pz+RgdHaW+vh6LxYLZbGZwcFClPUXktrntdfzvFKrjLyIif5PRaKSrqwuLxUIsFqNYLBIIBAiFQkxPT7O8vEyhUGDfvn2MjY3x0EMP0djYSDabZXBwkHw+T6lUYn19nWKxiMlkIp/PMzExgc1mo6WlhXg8zsrKCn6/n2QyyezsLGtra+zZs4dkMkk2m6W7u5uNjQ3W19dZX18nlUrxkY98hFOnTrG4uIjD4cDv93Pz5k2i0ahG/0Xkb/V26vgr+IuIyPuewWAor0mBN9aFVVZWkk6nyWaz9Pb28nM/93NcunSJZ599Fp/Px7333sv3v/99uru72bZtGy+//DJjY2P4fD46OjrIZrMMDAzQ1dXF4uIi9957LwsLC+Tzeerq6iiVSvzpn/4phUKB7du3s76+zp49e3juuedobGykqamJV155Ba/XS3d3NwaDAZPJhNlsZmJigo2NDUqlEg0NDeRyOa5fv040Gt3knhSRO82mbuAlIiJyJymVSthsNjweDwaDgYqKCoaHh4nFYrS1tREMBkkkEnz9619namqKeDzO4uIiX/3qVxkfH8flcvFf/st/YXJykpqaGtbX17FaraTTadbW1kgmkzidznKZz/HxcV5++WVisRhPPvkkzc3NmEwmrFYrg4ODJJNJ4vE4N27cwGAwkE6n8Xq9jI6OUllZSSAQoKOjA5/Px8MPP0w8HieXy5HP51XlR0T+XjTiLyIi72ulUom2tjZqampoaWnhyJEj/Pmf/zlHjx7lW9/6Fmtra7S3t3Pjxg1aW1uxWq3YbDYsFgtPPPEEL730EhMTE0xOTuJyuaipqcFms2EwGMjn8+UPEGtra1RVVVFXV8c3vvENWltbyWQy7N+/H4BXX32VfD5PTU0Nc3NzuN1u6uvrmZiYIBqNsnPnTiYmJnA6nSwsLLC+vk59fT2PP/44mUyGCxcuYLVaOX36tN7XRKRMI/4iIiL/jclkora2lpGREVZWVpienmZpaYk//dM/BWDv3r3lcpypVAqz2czIyAiRSIQvf/nLDA0N4XK5+KVf+iVsNhtut5vGxkYmJycZGhpi+/bt1NTUMDg4yPXr18nn8+zZs4d0Os3dd9/NtWvXiMfjdHR0YDQaiUajLC0t4fP5KBaLjI6Oks1mGRkZwe12s7q6it1uZ/v27RiNRm7evMnNmze5++672bFjxyb3poi8l2nEX0RE3pcsFgter5eNjQ2am5uxWCzs2bOnvHfMzMwM8MamkXV1dayurpJIJEgmk7S3t5PP58u79losFtbW1qitrSUej5NKpUgmk6yvr7O8vIzX68Xj8eD1eqmoqCCfz3Pjxg3cbjdtbW2k02mi0Sitra0Ui0XsdjtVVVWcOnUKu93O2toaFouFqqoqCoUCpVKJkZERkskkd999NxaLhaamJnw+H8888wyZTIaVlZVN7mERuRNoxF9ERLa8hoYGPv7xj7Nt2zZmZ2c5cuQIBoOhXJ2ns7OzvNh3cnKS2tpaWltbOXLkSPkDQDabZWZmhrm5OTweDy+88AJTU1N4PB7Gx8cJh8PU1dWxe/duSqUSRqORlZUV9uzZw8GDB/m93/u98geKpaUlDAYDi4uLNDU1MTU1hclkIpPJsLa2xj333MPq6ipNTU2MjIzQ29vLfffdh8FgKJcF/drXvga8cRfjfTpuJyLvIAV/ERF53/H5fLS1tZUr6tx9991885vf5Pz58+zbt4+PfvSjNDQ0kEwmyWQy7NixA4PBQCAQ4MCBA5jNZh577DGWl5c5evQoe/fu5bHHHqOuro7u7m7GxsYwmUyMjo6W6+03NjZitVrJ5XL09fXR1tbG5z73Oebn56msrKShoYFQKERLSwsnTpxgdXWVrq4ubDYbPT09ZLNZIpEI8XicAwcO0N3dzeDgIG1tbUxPTzM/P4/X6yWbzbJz504aGxsJBAKb3dUi8h6iqT4iIvK+4nQ6MZlMtLe34/V6sVqt2O12ampquHnzJg888AAvvPAChUKBwcFBbDYbwWCQPXv20NfXR6FQwOfzMTIyQrFYLNf9n5ubw2AwUF9fz8zMDKlUCrfbzeTkJN3d3VRUVLC0tITf72d1dZWJiQkaGhro6ekhEomwuLjI8vIybrebTCbD0tIS+/bto1gsUldXx5kzZzh06FB5nv/u3bv5whe+QEVFBR6Ph1KpVC71WVVVhdvtplgs0tfXt9ldLiKbSFN9RERkSyqVSnR0dPDAAw/Q3t7OzMwMmUyGyspKpqenywNCTqeT9fV1XC4Xfr+fD3/4w6TTaRYXF/H7/Rw5coT29nY+9rGPkcvlWF9fp7Ozk2KxSFtbG8VikcOHD5er9Bw5coRoNEpFRQUOh6O8CVc+n6e/v59oNIrb7aampgaTyUQoFKKuro5oNMoHPvABQqEQ7e3tGAwGzp8/T3t7O319fTQ3N1MsFmloaCi3z2w24/F4qKqqwm634/f7N7fTReQ9Q8FfRETe896s3NPY2EhDQwOJRIIf/vCH5PN5TCYTP/zhD0mn09y8eZMbN24wNDRELpfjX/yLf0FjYyOvvPJKec5+R0cHU1NTmM1mIpEILS0teDweTCYTfr+fQqFATU1NefFuLBbjhRdeYH19nWw2SygUYteuXXR2dpLP58nlcgCYzWbcbjeHDh3CYrGQSCSw2+0sLi4yNTVVru/f3t7O6OgoU1NT1NbW4nA4uHz5MoFAgPvvv5+KigpMJhM3btzAZrOVdxAWEfm7KPiLiMh7Xjgc5oEHHsDtdjM3N8fGxgb5fJ5kMsnVq1eprKwsj7ZHo1HS6TSxWIxvfOMbZLNZkskkHo+HXC5Ha2srZ8+eJZFIMDAwQCaT4fjx4wwNDRGLxXjllVd48sknaWhoIBgM8mu/9mt4vV7sdjsOh4OBgQGKxSKZTKZcHnRubo5YLEY+n+f06dOkUina29tJJpOMjY1x+fLl8t2JxsZGQqEQ27ZtY3x8nN27d/PQQw+VNw7L5XLEYjHa29uprq5m27ZtVFVVaVqriPydFPxFROQ97c1FufF4nOPHj+P1estTdvx+P263m9bWVoLBIAcOHMDpdHL33XdTXV2N0WikqqqKxx9/nP379xMOhxkYGKClpYWGhgbGxsa4dOkSP/rRj6irq8Pj8ZDP5/n6179OOp3GarUyMjJCXV0d6XSa1dVVzGYzo6Oj1NbWEggEGB0d5fHHH8flcpHL5Thw4ABGo5GNjQ3C4TCDg4P4/X4CgQA2m42hoSHMZjM3b97EarXS19dXnsObSCTw+/3lnX7frPlfUVHxd87tFRFR8BcRkfe0QCCAxWKhUCjw2muvMT8/z+zsLDt27KC9vZ22tjbcbjf9/f2EQiGy2SxVVVX88i//MkePHsVqtXLmzBmKxSIul4vDhw/jdDq5cOECe/fuZfv27SQSCS5evFgeVY/H44yPj2MymTh9+jQXLlwgm83yq7/6q3R3d1MoFHA6ndTU1NDc3FzemTeRSDA2NkZHRwdLS0skEgkikQizs7N4vV5yuRyrq6vcunWLRx55hH379jE/P8/AwAAf+9jHGBoaKi9Evvvuu8lkMuU7GPv378do1Nu6iPztzJvdABERkb8Pk8nExMQEFRUVuN1uSqUSTz/9NH19fVRWVhKLxTCZTGxsbDAwMEBHRwfT09P80R/9UXke/sjICPl8HoDTp0+zsLCA2+1mamoKr9fL9u3bmZycpFgs0t3dTT6fL68Z2NjYIJVK0d3dzfT0NFeuXGH79u1sbGyQSCQIh8N4vV6Gh4dZXl4G3viw4nA4aG1txW63k0wmaWpqYn5+nmAwSLFYZGZmhrNnz1JdXU0qleLmzZts376d69evU1lZydraGvPz8zQ0NGA2m7l06RJ+v59oNLqZPw4RuYMp+IuIyHtasVgkFAoxMTFBKpXC6XTyox/9iO7ubrLZLPPz87jd7vL8+9XVVW7cuEEwGCSRSBAKhejt7cVkMjEyMkImkyGZTBIIBEilUuzatYvl5WUKhQJtbW2cOHECi8XCysoKjY2NNDc343K5aGpqKn8wuHHjBhaLhXA4zNWrV3G73XzoQx9icXERr9eLzWajrq6OQ4cOce3aNS5evMjk5CTZbJZUKlXeW+Do0aMsLCyQTqcZGBggm83S0NDA8vIyU1NTrK2tMTAwwO7du0kkEuWFxCIiP47uCYqIyHva0tIS09PT5PN55ufngTdG1Ovq6igUCnR2dgJw8+bNci38np4eSqUSdXV1XLt2jfHxcW7duoXZbCaXyxEIBKitrcVut3P58mXm5+fZvXs3breb+vp6VldXqa2t5fHHH2fXrl3E43FOnjyJwWAgGAxSWVlJRUUFBoMBp9PJ/fffz5UrV+jq6sLj8bCysoLdbufkyZMsLy+zsrJCKBRibm4Ot9tNd3c38Xics2fPsrq6SnV1NW63mx07dmAymWhtbeUTn/gEZrMZq9VKJBKhqakJs1njeSLyt9MGXiIi8p5WKpXK5Szb29vp6uqiWCwyOjrK+Pg4ra2tzMzMUF9fT6lUKm+o9WapztXVVXK5HFarlWQySXd3N+l0momJCWZmZujq6iIWi+F2u4lEIuzcuZNUKsX09DQ///M/j8lk4sKFC9TW1rK8vIzX66Wvr49AIEAymcRoNFJRUYHVasXpdBKLxejr68NqtWI2mwmFQtTU1FBTU8PU1BRLS0uEQiFWVlYIBoMMDg4SDAZZXl6mt7eXpaUlRkZGaG5uZnV1lcbGRsbGxkilUsRiMbLZbHnakoi8/72dDbw0NCAiIu9pBoMBi8VCa2srVquVwcFBjEYja2tr1NXVsb6+TqlUIhAIMD09zcrKCtPT03R2dlIqlTAajTQ1NTE+Pg5ATU0Ndrud2tpaRkdHWVhYIBqNEggEaGpq4uzZszQ1NeFwOHjmmWfo7u6msbGRZDLJzp07yeVyuFwuFhcXy0HfZrOxtLTEysoKd911Fzt37iyXFL148SJWq5VHH32U8fFxmpqa6OzspKKigq9+9atsbGyQTCaZnZ0lEonQ3d3N+vo6o6OjVFVVlacoBQIBduzYQSaT4dq1a5v8UxGRO5Gm+oiIyHvem3P529rayGQy7N27l+PHjxOPx6mrq8PlchGJRHA4HBQKBfbu3cvk5CSZTIaGhgZGR0epq6sjn89z48YNpqeniUQixGIxjh49Sk1NDe3t7VRWVvKrv/qr2O12MpkMRqMRg8HASy+9hM1mY3p6mps3b5JOpxkdHWVpaYmFhQUaGxsJBALl9l2+fJkHHniAeDxOQ0MDH/vYx6ipqSEUChGPxzl16hSjo6MYjUZCoRALCwt4PB7uv/9+EokEnZ2d1NTUsLy8zCuvvEJ1dTU9PT309fVx8+bNzf5xiMgdSlN9RETkfcNqtVIsFgmHw/T29nLr1i1MJhM1NTWsr6+XFwIPDAxw/PhxPB4PyWSSaDTK4OAg6XSa5eVltm3bRj6fx2AwUFtbW6677/V6KZVKZLNZbty4QUVFBXa7vTwH/81Fw0tLS8RisfKdhK6uLnK5HMlkErPZTCKRKE/zSafTbNu2jR/96Ec4HA5yuRxer5d9+/bx4osvsrS0RFNTE9lslmPHjlEsFllZWWFoaIjKykqSySTz8/NUVFSQSqWYnZ3d7B+DiLyL3s5UH434i4jI+0Yul8PpdJaDd0dHBx6PB4fDQSwWw+fzMTo6Wh6tP3fuHNlsFoPBQFVVFWazGbPZzOzsLMPDwySTSSYmJujv76ezs5OJiQlsNhvV1dXU1NQQDocpFArY7fby3YWLFy9SVVWFy+XCZrOVqwj19fUxNjZGLBYrrylYXV2lVCrh9Xrx+Xysr6+TyWSIx+OcOHGCnp4eDh06hMFgoLm5uVw5aG1tjZaWFnK5HNu3by9XJgqHw5v9IxCRO5iCv4iIvK/E43EMBgNTU1OUSiVisRixWIxQKMT8/DyRSISamhqeffZZrFYr586dY2VlhZGREdxuN4899hg7duxg586dPProo/h8Pvx+P3NzcxgMBsbGxpibmyOVSuH1eunt7WVlZQW/38/y8jLHjh3jwoULVFRU0NfXR0NDA11dXSQSCWpqavD7/WQyGdbW1piYmCASifDCCy/w2GOP4ff7aWtrI5fL4Xa7sVgs1NTUlO8ODA4O8vrrrzM1NVWuLDQ2Nobf78dqtTIzM7PZ3S8idzBN9RERkfedUqmEzWYjEAjQ3d3NyMgIdrsdeOP9Ye/evVy4cKG8cLa1tZWWlhYGBgYIh8MYjUYikQg+n49Dhw4RDAb59re/TSAQACjvzFssFvH5fIyNjVFTU4PL5WJ1dZVQKITD4eDUqVPE43H8fj8NDQ1cu3aNYrFIc3Mzc3Nz5PN5jh8/TiQSYWxsjI2NDXbt2lWuUmSxWLh48SLT09PYbLbyngGRSISGhgbGx8cJBALE43ECgQBjY2Osrq5uWr+LyLtPVX1ERGRLMxgMZLNZYrEY+Xwet9uN2WzG7XZjNBp55ZVXqKuro6enh0uXLhEKhRgfH2dqaopkMsn6+jpNTU3E43GeffZZuru7yeVyRKNRstksXV1d2O12YrEYLS0tTE9PE4vFWFxcJJfLYTAYmJ+fx2azYbVaicViwBubjRkMBgYHB9m9ezfXrl2jrq6O69ev093dzcrKCsVikatXr1JbW0tjYyONjY00NTURDAaxWq0kEgkqKipYXFxk+/btHDhwgPHxcZ5//nmFfhH5iTTVR0RE3pcMBgOpVIqbN29is9no7e0lnU5TLBYplUpkMhlOnjxJV1dXeUfcuro6ent7sdvtdHZ2Ul9fz4EDB8jlcjzyyCMYjUaqq6tJpVL84Ac/wGAwcPXqVSKRCPl8ns7OTjo6Oujr6+Puu+/GarXi8XjKO+9Go1FCoRC1tbVcvnyZyspKVlZW6O3tJRAIMDIywtWrV9m1axe7du0ikUiQTCYZHh7m7NmzxONxrl+/zurqarmM6R/90R9x6dIlVlZWNrvLReQOpxF/ERF5X1tZWSGdTmO32zGbzcRiMT7wgQ+wvLyM1WplfX2duro6Xn/9dTo7O1ldXcXj8RAOh4nH42xsbGC323nuueeIx+M0NTWRTqfJZrNMTU1hNpvZv38/6+vrTE5Oks1m8fv9DA4OlqcP3XfffeRyOdrb2/nBD37A0tISNpuNfD7P1NQUNpuN8fFxPv3pT3Py5ElKpRInT54kEAgwMzNDdXU1FosFgLq6Ojo7O5mfn8ftdhMIBLDb7YRCIRYXFze5t0XkTqbgLyIi73upVIozZ84A4PP5iMVieL1eKisrefXVV/F4PASDQdbX10mlUqTTac6ePUs4HGZ2dhaXy0V9fT0mkwmTycTGxgY1NTUsLS1RV1dHOp0mGo3i8XiYn58nGAxy+fJlLBYLxWKRZDKJ1+slHo9TWVlJXV0dhw8f5oc//GG5nKjBYCCfz7O4uEihUKC+vp7m5mbW1tZwOBxUVFQwODhIQ0MDAwMDrK2tkc1myxWM6uvrFfxF5CfSVB8REdkSDAYDBoOBRCLB2bNnuXbtGjMzM+zbt4+VlRU++MEP0tLSwj333EMoFCKbzfLggw+Sz+exWq0Eg0HuvfdewuEwVVVVBAIBYrEYmUyG2dlZHA4HY2Nj3HPPPaysrHDkyBE6Ozvp7OxkbW0Nu92OxWLB4XCUdwM2mUwMDQ2RyWQoFApcuXKFUqlEPp/n9OnTnD17FpfLRS6XAyCdTmMymSgWiwSDQR599FH8fj9+v5/JyclN7mERudNpxF9ERLac9fV1kskkmUyGffv24fP56OvrY3h4mEAgQDqdZvv27fyX//JfuOuuuzAYDCSTSeLxOMFgkP7+fg4fPkx9fT0bGxtks1lKpRLj4+O0tbXh9/upqqoiGAwyMDBAMBikUChw4MABvvvd72Kz2XjppZdYWVnhvvvuY3JyEovFQnd3N9FolEwmg8vlIp/Pl+80xGIxnE4nLS0trKysMD09zbe//W0sFgupVIpkMrnZ3SoidzgFfxER2ZLerPyTzWbp7+/HbDbj8XiYmJjg0Ucf5ZVXXinPsc9msywuLhKJRHjggQc4cOAAw8PDOBwOZmdnaWhoIJFIEA6HuXDhAuvr6wwNDVFTU0NtbS2PP/44PT09/MEf/AFWq5XZ2VmWl5fp6upibW2NyspKPB4PL730Ek6nk+XlZWpra1ldXSUWi3H58mV6e3sxGAxkMhlu3bpV3gH48OHDvP7665hMJvL5/GZ3q4jcwRT8RURky4rFYoyMjPDBD36Qy5cv09LSwqFDhzh79iz33HMPXq8Xj8fDV77yFcLhMAcOHGB1dZVUKlUu7enxeFhfX2dqaopcLofX6yUQCJDJZKisrOTxxx9ndHSU/v5+MpkM4XCYbDZLLpcjkUhQVVVFMpnk5ZdfxmazYTQa2bNnD2tra5RKJR555BG8Xi/z8/O0tbVx6tQpjEYjbrebYrHIxYsXWVtbw+PxkM1mN7tLReQOpuAvIiJb2szMDH/+53+O2Wxmx44dfPnLX2ZhYYGmpibMZjOjo6McOXKE+vp6vva1r2G321lfX6exsZHq6mr8fj/ZbJZCoUBzczN1dXXMzs6SyWTY2Njg2Wefpba2lqWlJXK5HA6Hg0KhQGtrK+l0mlQqxdraGqFQiN27d5NIJHA6nZRKJXp7e5mYmGBjY4Pq6mo6OzuJxWJMTEywfft2mpqa6Ovrw+PxkEqlMJlMFAqFze5SEblDKfiLiMiWVigUKBQKlEol/ut//a90dHRQKBQwm81sbGxgMBgoFot85zvf4ZFHHsHv97OwsMDg4CAXLlwgGAySyWQ4cOAAZ86cYXh4mG3bthEIBGhubmZhYYGBgQFSqRTr6+vU1taytrbGhz70Ib761a+SyWTKu/suLS2xsbHBjh07WF5eJp1Os7a2xtWrV3nooYe4fv06BoOBpaUlJicnMZvNtLe3E4vF6Ovro1gsbnZ3isgdTFV9REREeGPO//LyMmfPnmVychKPx0OxWOThhx/m4sWLdHV1sbS0xPT0NIFAgGg0Sl1dHfX19ezcuZPLly+za9cu9u7dy/79+0kmkwwMDGCz2QDo7OwEKN8t+M53vsNDDz1EKBQin8+Ty+Xo7++np6eH2dlZhoaGmJycJBKJsLGxwalTp1haWiIQCODz+Th69CjLy8vlqkAVFRWUSqXN7EIRucMp+IuIiPwNuVyOgYEBGhoa6OvrIxQKEY/HmZyc5OzZs1y5coV8Pk+hUCCZTNLW1sb27duZn5/H5/MxODiI2Wymp6eH9fX18lqB/fv3YzKZaG5uJhqNEo/HcbvdLC0t4ff7WVtbo7+/n0gkQqFQoK6uDovFQjAYJBQKsbq6yo9+9COy2SyZTIaDBw8CYDabWVtb2+ReE5E7naH0Ph0eSCQS+Hw+4I1RHBERkbfDYDDgdDpZX1/HYDBQUVFBQ0MD+XyeUqnE+vo6AFarFb/fz/T0NBaLhWPHjhGJRJidnaW5uZlYLMb6+jrt7e1MTk7idrvx+/2cOHGCUChERUUFdXV1rK6usrGxQUtLC2tra+zfv59bt24xODjIzZs3qayspFQqkUqlMBqN2O12Ghoa2LZtG2fOnGFsbIyNjY1N7jURebe9GeXj8Ther/cnnqs5/iIiIj/GXw/3pVKJaDTKysoKLpeLtra2cr3+q1ev0tzcXK7lf+LECex2OwAjIyNs27aNbDbLjh07mJ+fx2Qycfr0aXw+H/l8npmZGQYGBvD7/fT09FBfX8/ly5f55je/ydzcHO3t7ZRKJUqlEsFgELvdzuHDh5menmZubo5CoYDJZKKqqopIJLKZXSYidzgFfxERkZ/Sm3X0x8fHWVhYYGNjg8rKSux2O5WVlUxPT1NfX8/U1BSVlZUMDg7idDq5++676e/vZ3BwkJ07d7Jnzx7m5+fJ5XLlhcXBYJBoNMrc3ByTk5OMjIzgcrm4efMmTqeT1tZWfD4fnZ2d5HI5ZmdnmZqaYnBwEK/XS2VlpYK/iPxECv4iIiJvQ7FYJJlMlnfKTafT/Of//J/Z2NjA6XSysbHBysoKbW1t7Nq1q1yv32q10tbWRiqVKq8HSKVSdHZ2UigUcDqdFAoFrly5wq5du5icnMRqtRIOhzEYDOUynxMTE6yvrzM3N8fS0hJ2ux2LxcL8/Pwm94yI3Ok0x19EROQdYLfbcbvdWCwWDhw4QCQSwefzMTMzw/z8POl0mtbW1nJFnkOHDvGtb30Lj8eDz+fD6/XicrmYnJykpqaGW7dusXPnTkKhEOfPn8ftdrOwsIDb7WZqaorV1dXNvmQR2QSa4y8iIrLJMpkMmUwGgO9+97sANDQ0kMlk8Pv9eDweNjY2iEQi7N69m5GREZxOJ5lMhq6uLjKZDLlcjmQySXV1Naurq7S0tOBwOKipqSEcDpNOpykWi6roIyI/FY34i4iIvMvefOt98/3pzZ19d+3aRTAY5ObNm+RyOaLRKHa7nY2NDTweD/fddx+XLl0ik8ngdruZnp4mm83qfU5kC3s7I/4K/iIiIncIq9WKwWAgm83+2OOlUgmj0VjeVVhERFN9RERE3oNyudxPPG4wGCiVSgr9IvIz0c69IiIiIiJbgIK/iIiIiMgWoOAvIiIiIrIFKPiLiIiIiGwBCv4iIiIiIluAgr+IiIiIyBag4C8iIiIisgUo+IuIiIiIbAEK/iIiIiIiW4CCv4iIiIjIFqDgLyIiIiKyBSj4i4iIiIhsAQr+IiIiIiJbgIK/iIiIiMgWoOAvIiIiIrIFKPiLiIiIiGwBCv4iIiIiIluAgr+IiIiIyBag4C8iIiIisgUo+IuIiIiIbAEK/iIiIiIiW4CCv4iIiIjIFqDgLyIiIiKyBSj4i4iIiIhsAQr+IiIiIiJbgIK/iIiIiMgWoOAvIiIiIrIFKPiLiIiIiGwBCv4iIiIiIluAgr+IiIiIyBag4C8iIiIisgUo+IuIiIiIbAEK/iIiIiIiW4CCv4iIiIjIFqDgLyIiIiKyBSj4i4iIiIhsAQr+IiIiIiJbgIK/iIiIiMgWoOAvIiIiIrIFKPiLiIiIiGwBCv4iIiIiIluAgr+IiIiIyBag4C8iIiIisgUo+IuIiIiIbAEK/iIiIiIiW4CCv4iIiIjIFnDbg3+hUOB3f/d3aWlpweFw0NbWxr/6V/+KUqlUPqdUKvHZz36W2tpaHA4Hx48fZ3h4+C3fJxqN8vTTT+P1evH7/Xz84x8nmUze7uaKiIiIiGwJtz34/5t/82/44z/+Y/7oj/6IgYEB/s2/+Td87nOf4//9f//f8jmf+9zn+PznP88Xv/hFzp07h8vl4pFHHiGTyZTPefrpp+nr6+OFF17ge9/7HidPnuSTn/zk7W6uiIiIiMiWYCj99aH42+CDH/wgoVCIL3/5y+XnnnzySRwOB3/xF39BqVQiHA7zW7/1W/z2b/82APF4nFAoxFe+8hWeeuopBgYG6Onp4cKFC9x1110APP/883zgAx9gZmaGcDj8d7YjkUjg8/neuEiD4XZeooiIiIjIHeHNKB+Px/F6vT/x3Ns+4n/48GFeeuklhoaGALh27RqnT5/mscceA2B8fJxIJMLx48fLX+Pz+Th48CBnz54F4OzZs/j9/nLoBzh+/DhGo5Fz587d7iaLiIiIiLzvmW/3N/zMZz5DIpGgq6sLk8lEoVDgD/7gD3j66acBiEQiAIRCobd8XSgUKh+LRCJUV1e/taFmM5WVleVz/qZsNks2my3/O5FI3LZrEhERERF5r7vtI/7f+MY3+Mu//Ev+6q/+isuXL/Nnf/Zn/N//9//Nn/3Zn93ul3qLP/zDP8Tn85UfDQ0N7+jriYiIiIi8l9z24P+//q//K5/5zGd46qmn6O3t5Zd+6Zf4Z//sn/GHf/iHANTU1ACwsLDwlq9bWFgoH6upqWFxcfEtx/P5PNFotHzO3/Q7v/M7xOPx8mN6evp2X5qIiIiIyHvWbQ/+qVQKo/Gt39ZkMlEsFgFoaWmhpqaGl156qXw8kUhw7tw5Dh06BMChQ4eIxWJcunSpfM7LL79MsVjk4MGDP/Z1bTYbXq/3LQ8REREREXnDbZ/j/8QTT/AHf/AHNDY2sn37dq5cucK/+3f/jl/7tV8D3qiw8xu/8Rv8/u//Ph0dHbS0tPC7v/u7hMNhPvzhDwPQ3d3No48+yic+8Qm++MUvsrGxwac+9Smeeuqpn6qij4iIiIiIvNVtL+e5trbG7/7u7/Ltb3+bxcVFwuEw/8P/8D/w2c9+FqvVCrxRduj3fu/3+NKXvkQsFuPee+/lC1/4Ap2dneXvE41G+dSnPsVzzz2H0WjkySef5POf/zxut/unaofKeYqIiIjI+93bKed524P/nULBX0RERETe7za1jr+IiIiIiNx5FPxFRERERLYABX8RERERkS1AwV9EREREZAtQ8BcRERER2QIU/EVEREREtgAFfxERERGRLUDBX0RERERkC1DwFxERERHZAhT8RURERES2AAV/EREREZEtQMFfRERE5G8RCoXo6OjAaFRkkvc+/RaLiIiI/Bh+v589e/ZQKBQolUqb3RyRvzfzZjdARERE5E5ULBbp7+9nYWGBYrGIwWDY7CaJ/L0o+IuIiIj8GIlEgkQiAaDQL+8LmuojIiIiIrIFKPiLiIiIiGwBCv4iIiIiIluAgr+IiIiIyBag4C8iIiIisgUo+IuIiIiIbAEK/iIiIiIiW4CCv4iIiIjIFqDgLyIiIiKyBSj4i4iIiIhsAQr+IiIiIiJbgIK/iIiIiMgWoOAv72tutxuz2YzVat3spoiIiIhsKvNmN0DkneDxeHC5XNhsNpLJJF6vl/HxcUqlEgAGg2GTWygiIiLy7tKIv7yvGAwGfD4fyWSSffv2cdddd1FTU4PVaqW3t5fHHnsMs9lMTU1N+UOAiIiIyFag4C/veW63G6PRiNFopFQqlaf2rK6uYjS+8Su+sbHBwsICiUSCcDiM1WrF6XRucstFRERE3j2a6iPvOW8G/IaGBkwmEwcPHmR4eJimpiZOnDjBoUOHGB0dpa6ujqWlJQDsdjs2m42Kigo2NjaIRqPYbDbS6fQmX42IiIjIu0Mj/vKeYDAY8Pv9WCwW6uvr8fv9HDx4kHw+TyqVwmazce+999LT0wNAXV0doVCInp4eTCYTHo+He+65h6amJpLJJEajEZfLhdfrxWQybfLViYiIiLzzDKX36UTnRCKBz+cDtJDzva5UKuF2u/nFX/xFnnvuOWw2G8VikVAoRFdXF7FYjGKxSCaToVgskkwmqaysZH5+HrvdDkBvby+nTp2ira2NQqHAxMQE9fX1VFRUkM/nefHFF0kmk5t8pSIiIiJvz5tRPh6P4/V6f+K5GvGXO06pVMJoNGIymTAYDJjNZvx+P9lsll/6pV/iySefxO12MzIyQiKRwGq1Mjw8zPj4OK+//jpOpxO73U5HRwdLS0u4XC7W1tawWq0sLCxgsVhYXFykUChw7tw5Ll++jMfjwWq1avRfRERE3rcU/OWOYjKZOHDgAA8++CAOh4NgMIjP5yMQCJBIJPj+97/PiRMnOHLkCFVVVSQSCe6///7yQt177rkHk8nE5OQkFRUVBINBisUiV65cYX19nWQyiclkorKyklQqRUdHB6lUing8jtPppLq6GpfLhcVi2eSeEBEREbm9tLhX7ggGgwGLxUJ7ezuJRIKxsTHW19fJZrPs2LGD+vp6kskkuVyO2tpazp49Sz6fB+D8+fNs27aNpaUllpeXMRgMzM7Olr/ebDZTX19PVVUV0WiUZDJJLBbD6XQSj8c5fPgwfX19wBtrAxYWFtjY2GBsbGwzu0RERETkttKIv9wRKioqCIVCmEwmkskkn/3sZ6msrKS3t5discjIyAgLCwssLS3hdDppa2vD7Xbj8XhIpVLEYjFyuRyJRIK+vj4+/OEPE4vFKJVKPPjgg9TV1ZHL5Uin0/T09LBjxw5WVlYwm82cPXuWdDpNS0sL2WyW9fV18vk89913n0b+RURE5H1DI/6y6YxGI2azGY/Hw+7duykWiwwMDOB2u9mzZw+xWIxIJEI0GqWlpYXDhw9TKBR49dVXMZvN+Hw+4vE4brcbgGPHjjExMYHVaqWmpobr16/jcDi4fv06FRUVPPPMM9TX1wNvlPn0+/243W5GR0dpa2ujs7OTWCyGx+OhpaWFpaUlotGoFomLiIjIe5pG/GXTGAwGnE4nlZWVlEollpaWWF1dxePx4PP52LlzJy+++CIvvPAChw8fxuv1srGxweXLl1lZWQHeCO43btygv7+fbDbL7t27GR8f59atW/h8Pu69914aGhoYGhqirq6Onp4ezGYzd999Nx/5yEfw+/14vV4mJiZoampibm6O5eVlVlZWuHXrFvF4nEAgQE9PT/mDhYiIiMh7kUb8ZdN4vV527NhBJpOhvr6es2fPUlNTw+7du/nGN74BvLErb319PcPDw9y6dYv6+nrOnTvH3NwcJpOJRx99lJWVFQqFAo899hh1dXUMDQ0RDAapra3l1KlT5PN5mpubqaurK98ZuHr1Kg0NDSwtLWEwGOjp6eHmzZt4vV7S6TTt7e3MzMwQCARwuVz09PTQ0NDA5cuXWV5e3uSeExEREXn7FPxlU5RKJdbW1tjY2CCfz+N2u6mtrSWbzdLf319enOtyuZicnKSnp4eqqiqOHTvGuXPnKJVKHDx4kBs3brB3715WVlb48pe/XK7Qs3v3bhKJBIuLi4RCIeLxOIODg/T09JDJZIjFYiSTSQ4fPsz6+jrpdJpMJkMqlcLj8VBTU8Pi4iKVlZU8+OCDnDhxAqPRSEtLC6lUilQqtdldKCIiIvK2aAMvedeVSiVaW1tZXFzkiSeeYGxsjLvvvpuWlhYWFhZIpVJMTU1x4sQJstlsuWxnQ0MDGxsbTE1NUVVVRSqVIhQKsbS0RHNzM8ePHyeZTHLu3Dmam5u5cuUKCwsL7Ny5k0QiQTAYJBwOc+nSJfL5PE8++SQrKyuMjo4CEI1GqaysxGg00t/fTygUYmNjA7fbTWVlJXNzc9jtdmw2G6+//jobGxub3JMiIiKy1b2dDbw04i/vKoPBgMPhYH19naeeeoqmpiZ++MMfYrfbKRQKnD9/npqaGi5fvsyxY8f44Q9/SHNzM+3t7czPz5PL5fB6vSwvL/Pggw9y48YNQqEQAP39/TQ2NuJ0Oqmvr6e5uZlXXnkFs9nM9u3bSSQSRKNRent72b9/P3/2Z3+Gx+Nhbm6O7du3s7CwQE9PD6+88grwxjSjN+8OrK6usn37dpLJJO3t7YyMjDA/P7+JPSkiIiLy9ij4y7vqzUo7qVQKv99PZWVluXLPlStXMJvNvPTSS/j9fkZGRigWi+TzeYaHh4nFYmSzWRKJBMlkErvdTi6XI5vNUllZyerqKkajkUwmw7Vr1/B4PMzOzlJXV0coFOLKlStks1m6urooFossLS0RiUTw+/3k83nsdjtOp5Pa2loCgQDXrl3D4XBQX19PX18fra2thMNhnnnmGSwWC0ajkWKxuNldKiIiIvJT0VQfeVeFw2FcLhdLS0v4fD727duHyWTi5s2bHDx4kObmZvr7+0kkEly7do2GhgYOHz7Mc889h9frLf9M7733XhobG7l69Somk4nz58+XKwK53W7m5+fp6elhfn6eZDJJc3Mz2WyWyclJnnzySV5//XVcLhfBYJBLly6xvLzMnj176OrqIpFI8N3vfpdgMMj6+jq5XI5isciePXuoqanhueee46GHHuL06dPMzMxsco+KiIjIVqapPnLHKZVKBAIBisUio6Oj5ek2b2681dHRwczMDCsrK2SzWdxuNzU1NaysrBCJRLBarSQSCXp7e7l69So3btzgu9/9LgDFYpHe3l5qa2sxm81cu3aNYrHIwsICVVVVtLW1ce7cOdxuN6urqwwNDZHL5RgfHycUCuHxeMjlcuRyOV599VXcbjder5eFhQUKhQImkwmLxUJfXx+vvvoq4XCYqqoqCoXCJveqiIiIyE9PdfzlXWEwGPD5fCwuLlIqlcrVdu655x66u7sJBoOMjY0xNDTE9PQ0w8PDPPzww0SjUTo7O1ldXSWfzxMOh+ns7GRkZIT777+fUChUnvN/6tQpcrkcH/nIR0gkEkxPTzM6OlpeF5DJZKioqODkyZN4vV4aGxtpbGxkYWGBhoYGTp8+zdTUFMvLyzzxxBPce++9HDx4kGKxyM6dOzl27Bgf+tCH2LdvH9/61reIx+Ob3a0iIiIiPzUFf3lXdHd3U1NTQ21tLY2Njfzzf/7P+cEPfsDXvvY1rly5wszMDMeOHSOfzzM9PY3f76evr49cLsef/MmfUFFRQSAQYGBggFwuh9Vq5aMf/Sh+vx+Px8P8/Dy/+Iu/SG9vL2tra2zfvp1wOExtbS2zs7NYLBYefvhhrFYrR48exel0Eg6H+d73voff7wfeWMzb2NjIP/kn/4REIkFFRQXZbJZisUg4HObChQssLy/j9/uJx+Mq6SkiIiLvKQr+8q4YHx9naGiIe++9l5qaGq5evcr6+jo2m41IJMLMzAzFYpHW1laqq6tpa2sjk8lQV1fHXXfdRTgcpru7m3g8TnNzM4FAgMuXL5dr8z/++OOMjo7yne98h1u3bpWnCY2Pj3P06FGmp6cJh8Ok02n6+/txOp0MDQ2VK/esra3R2dlJJBLhS1/6Euvr61y4cIFcLsfBgweZmJggkUjgcrno6+vjscceo6qqarO7VUREROSnpuAv74psNstHPvIR5ubmcLlc5dr5LS0tuN1utm/fzsbGBouLiwAMDg5SV1fHQw89hNlsJpVKMTY2RjqdZnJyEofDwauvvorD4eBHP/oRX/rSl3C73TQ1NeF2uwkGgxw6dAi3283Jkydxu90sLCzgcDiwWq2YzWai0Shms5lYLMbMzAzpdJrm5ubyOoN4PM5dd91V3negsrISgLq6Om7cuKGKPiIiIvKeoqo+8q6orq7mk5/8JP39/Vy6dIlAIEBlZSUXLlxgY2ODu+66i4qKClKpFE6nk+HhYTKZDOl0GovFwo4dO9i2bRupVIpSqcTk5CSzs7P843/8j+nv7+fq1avU1dUxOjrK4uIinZ2dtLW1MTs7S39/PxsbG5RKJe6++24mJiYolUrU1taytLTEvffeS1VVFePj48zPz1NbW8t3v/tdvF4vu3fvxmAwsLKyQkdHBz/60Y/w+XykUilWVlZIJBKb3bUiIiKyhb2dqj4K/vKuMBqNVFRUEAqFyot1p6amWF1dZWNjg3A4TEdHB1euXKGxsRG/38/y8jIbGxuMjY3h9Xrp7OykubmZ6elpuru7icViWK1WqqurSafTvPjii5jNZpaWlujq6qK6uhqPx8NLL71EY2Njuf5/a2srmUwGq9VKLpfjM5/5DKdOnWJ8fJzx8XEALl++zI4dO8jn8+TzeUwmE6FQiMbGRnw+H0NDQ9jtdp555hmN/IuIiMimeTvBX1N95F0RDoe5++67mZmZoVAoMD4+TmVlJQ899BCPP/44brebixcvEgwGy6H/+vXrlEolHnzwQUqlEoVCgeHhYSKRCMPDw1y/fp1oNMqlS5e4cOECbW1tpNNpDhw4QLFYxO/3c/PmTdbW1pienqa6uhqTycTS0hI9PT3cunWL5uZmKisrsVqt9PX1ce3aNSYmJujp6QEorz8olUrs3r27XNZzdXUVu92Ox+PZ5J4VERER+eko+Mu7oqqqilgsxn333Uc4HKa9vR2z2czo6CjDw8M0NjYSCASw2+2YTCby+TwPPPAANTU1uN1u3G43FRUVzM3NcfjwYQYGBjAYDKRSKc6dO0cmk8HpdGKxWJibmyOdTjMwMEA8HqehoaH8waKzsxO73V5+nWg0yl/91V9x9uxZlpaW6OjoKH+vXC5Hd3c3+XyeYDDIX/3VX/Hqq68yMjJCb28vly5dYn19fbO7VkREROSnouAv74qrV68yODhIPp/H4/HQ0tKCy+UimUySzWa5cOECDQ0NdHR0kEwmSafTvPbaa1gsFrLZLIVCgeXlZR555BF8Ph+xWAyv18vly5c5evQofr+fy5cv4/P5uHjxIslkkhs3bjA9Pc309DQ2m418Pk9FRQWlUokzZ86wtLTE8vIyL730EvPz8+zevZuWlhacTifj4+NYLBZMJhNdXV309/djMpmw2+0cP36cRCKBw+Egn89vdteKiIiI/FQU/OVd4/V6iUaj3Lhxg3w+T19fHw0NDXg8Hj7zmc8Qi8VoaWlhZWWFmpoanE4n1dXV7Nixg3Q6TWdnJz6fjxs3bvBP/sk/IZVKcc8997CyskKxWCQYDJJOp2lqaiIQCBAMBunt7cXhcOB0OvngBz9YXhhcVVWFyWSiurqaY8eOEQwGMRqNXL9+HbfbjcfjoVAo4PF4iEajOBwOcrkc2WyWiooKzp49y9WrVze7S0VERER+aubNboBsDW8usO7s7OSFF17A5/PR1NSEx+Ph3Llz/If/8B9oamri8uXL2Gw2JiYm+Lmf+zlWV1eJx+NUVlby8ssvU1tbS39/f3kzsKmpKUKhENXV1VgsFoxGI6+99lr536urq7S2tpJOp6mpqSGfz5f/29XVxZ49e7h06RIA8/PzGAwG7HY73d3dnD17lvPnz1NbW8uNGzdwu91ks1meeeaZ8iJgERERkfcKjfjLu2Zubo6hoSEsFgtNTU04nU48Hg+NjY2Mj49jtVo5e/Ys4XCYzs5OxsfHuX79OsvLy+zbt49HHnmEUqlEV1cXr7/+Oj/84Q9xu91UV1czMTHBysoKV69epaqqilQqVS4bmk6nqaqq4uzZs1y6dImenh527tzJxsYGJ06cIJlMMjw8jMfjwWw2YzabWV1dZXl5mWAwSH9/PwcPHqShoYFcLkc6nd7srhQRERF52xT85V2TyWQYHBzkrrvuIpPJAFBbW8v27dvZsWMHS0tLVFdXEwgECAQCjI+P09TUxLPPPksikaBUKtHS0kJ3dzehUIje3l5SqRS3bt1iYWGBhYUFenp6WF1dJRaL0dnZSTKZZG5ujtOnT2Mymdi5cyfnzp1jYmICs9nM9evXiUQiFAoF7HY78XicZDKJy+Wis7OT+fl58vk8iUSCVCrFfffdRyqV2uSeFBEREXn7NNVH3lVra2vlzbmKxSLt7e188IMfZNu2bTz77LO0t7dz/vx5CoUCa2trHDlyhIaGBpqbm6mtrSWdTvPMM8+wvLxMOp2moqICgFAohNPpZHl5mebmZqqqqrhy5Ur5/9fX15menmZ4eBir1Yrb7aZUKpHL5YhGozQ1NeFyucoj/qOjo9TW1uJ2uzEajczMzDA1NYXVamVlZWWTe1FERETk7VPwl3dVsVhkcHCQ7du3E4vFeOGFF5ibmyMcDmOz2cq1+vfu3Yvb7ea73/0uFRUVLC0tUSwWy3X9/+t//a9Eo1Gqq6uZnp6mp6eHtbU1MpkMCwsL7Nq1i4qKCl555RVcLhctLS3s37+f1dVVxsfH8fv9WK1WzGYzRqORfD7P0NAQyWSSYDBIdXU1i4uLNDY2MjY2Rjgcpr6+vnynQkREROS9RlN95F2Xz+e5ceMGc3Nz5d2Vx8fHMRqNtLW18fjjjzM0NMTNmzeJxWIMDQ0RiUSwWCzMzs5y6tQpcrkcLpeL2tpaLBYLBoOB/fv3E41GqaurI5FIMDc3R1VVFQ8//DAmk4lsNlvezffEiRNMTk5y8OBBDAYDs7OzWCwW9u7dW57bHwgEGBgYwGKxsLi4yMDAAJcvX97k3hMRERH52WjEXzZFsVjEYrHQ0dHBzZs3icfj1NbWsrKyQlNTE83NzaRSKdbX17HZbFy+fBmPx8P09DT5fJ5t27bhdDoxmUz83M/9HLFYjG9/+9sAjI2N4XQ6OXToEJlMhqmpKTKZDGNjY1gsFrxeL1VVVRw+fJiXX36Zffv2EY/HMZvNeDwe7HY7GxsbTE5OUiwWWVhYwOv1YrFYyOVy5QpFIiIiIu8lGvGXTWOz2chkMmQyGdLpND6fr1ynv6KigtraWlwuF16vF7fbzfXr13n66acJBALMzs6ysLDA8vIy/f39LC4u4nQ68Xq9HDx4kPb29vKC3h07dpDP5/nYxz5GqVQinU4TCoX46le/isFgIJlM4nA4sNlsjI2N0dnZicvlIpVKUSwWicVi2Gw2nnrqqfIdChEREZH3GgV/2TRra2vcunWLyspKqqurAbh48WK59v7ly5dZWVlheXmZ+vp6mpqaKBQKTExMkM/nqays5MCBA7S3tzM4OEgqlcLtdrOwsMDU1BRVVVVcvHiRP/mTP8HhcDA5Ocn6+jqTk5Osrq7y0EMPMTo6SjqdZnx8nHg8js1m4/Tp07zwwgts376dlZUVnE4nk5OTXLhwgWw2u8m9JiKyOYxGIwaDQXc9Rd7DNNVHNk2pVGJ+fp6GhgbC4TC3bt3CZrPR2NjISy+9xJEjR4jFYly5coX77ruP6elp+vv7sdlsAJw/f56FhQWKxSK7du3C7/ezurrKwMAAH/rQh7h27RozMzMcPnwYv9/PyZMnWV9fL0/n+U//6T8RCAQ4ePAgV69epVAoYLVaAbBarWzbto2xsTEKhQJut5uNjQ22bdvG9evXN7PbRETeVQaDgdbWVj72sY+xuLjI3NwcL774Ivl8frObJiJvk0b8ZVOlUilGRkaYn5/HaDRSUVHBwMAAHo8Hk8nE4cOHeeqppzh16hQWi4Xm5mZcLhdut5tYLMbU1BRms5nm5mbm5+dZXV3F4/Hw2muvcerUKfbu3cv169exWq2sra1RKpVYX18vB/r29nZisRh79+4lk8mQz+dpbm7GZrPx+uuvA7Bt2zZsNhutra309PSUPxyIiGwFDzzwANu2bWN4eJi6ujqam5txOp3U19fjdrt1B0DkPUTBXzbdzMwMo6OjxONx0uk0Bw4cIJvNEo/Hefnll8lkMphMJjKZTHnjLYfDgcViwWKx4HK5eOaZZ8obay0sLJR3BZ6amqKhoYHFxUWy2SyJRAK73V6uzz8/P8/U1BQvvvgi0WgUh8NBRUUFhUKB+fl57HY7s7OztLa2kslkGB4exu/3b26HiYi8w/x+PzabjY6ODvr7+0kmk5hMJi5fvkwymeTTn/40R48exe/3s3PnTsxmsz4AiLwHaKqP3BFisRherxePx8Pa2hrHjh1jcnKSjo4O6urqmJiYYGJigiNHjrC4uEg4HGZ6eprp6WlsNhs9PT309fWRzWZpamrizJkzNDY2kkqlWFpaKpfozOfzeL1e5ubmsFqteDwe8vk8ZrOZtrY2zp07x7Zt2+jt7SWZTHL69Gn27dtHOp3GbrfT0dHB8vLyZneXiMg7plQqYbFYqKqqIhaLYbFYWF9fZ3l5GYvFwvnz59nY2CAej9PW1saOHTvY2Nigq6uLS5cuMTk5udmXICJ/C0OpVCptdiPeCYlEolyBRaMQ7w1ms5mKigoaGhpwuVzs2bOHvr4+5ufncTgczM3N0draitvtZmBgAJ/PRywWo6amhmw2y+LiIqFQiMnJSSwWC7t37yYWixGNRllbW6OhoYG5uTl27drFwsIChUKBbDZLMpmkurqaYrFITU0NoVCIvr4+rFYrRqORiYkJmpuby+2cmppienp68zpKROQdZLFYAMjlcjidTh588EHOnTtHIpHgwQcf5MKFC5hMJpLJJI899hh2u51XXnkFu92O2WzG6/UyMzNDNBpVQQSRd8GbUT4ej+P1en/iuZrqI3eMfD6PyWQC3njDmZycJJlMlt84Pv3pT2M2m+ns7KSiooKFhQUaGxuprKyksrKSaDTKtWvX8Hg8HDt2jFKpRDQaBcDj8ZBIJKisrGR+fp7Ozk7C4TBLS0tsbGwwMzPD0NAQsVgMp9NJU1MToVCoXPe/t7eXWCyGyWSira1t0/pIROSd5nQ6sVqt1NXVEQ6HKZVK/KN/9I/Yt28fqVSKcDhMS0sLXq+XF198kVu3bnH06FFyuRzJZJKxsTEcDgednZ3U19dv9uWIyF+jqT5yR5mfnyebzfLII49w6tQp8vk8Dz30ENlslqGhIerr68s78j7yyCNcvnyZbDZLNBolFApx9OhR0uk0sViMUqnEPffcw6uvvkogEGBxcZGWlhYWFhYIBAJMT08Ti8UIBoPE43EcDgczMzPl6UNNTU14vV5GR0e5fv16+QPBtWvXNrubRERuu1KpVF60GwqFaGxsZGZmhkuXLuF0Ojl27BgvvPAC6+vrNDc3E4lEsFqtTE9Pk0wmWV1dpbGxkdXVVSwWC/X19eWiDY2Njbz66qskk8nNvkyRLU0j/nJHMRgMrK6u8q1vfYuOjg4CgQB33XUXqVSK/v5+Dh48yOnTpzEYDJw+fboc4qemprBardy4caO8EHdxcZFLly6xe/duqqqqyretu7q66Ovro1Ao4Pf7uf/++/F6vdTV1dHR0UFLSwuJRAJ4Y6Hw/v37qa6uLu8kvLi4uMm9JCLyzrDZbMRiMZLJJFarlXvuuYfm5mYmJye5cuUK8/PzJJPJ8t9IgI9+9KPs2rWLD3zgA7hcLnw+Hx/60IdwOp243W6sViuRSIRQKMTOnTvLU4lE5N2nOf5yxzIajXR0dNDU1MTrr79Ob28vU1NTGAwG9u/fj8ViobKykkgkQqFQ4OLFi+zdu5fLly+TTqcJBAK0traSy+VIp9N4PB58Ph/r6+uMjo7idrvZu3cvr776KiaTiUKhgM/nw+l0MjExwd13312uNLS8vEwmk8FqtdLf36/fKRF5XwkGgzidTtra2ujo6ODmzZu0trYyNTXF0NAQDoejPJrf2dnJ66+/jsVioauri0wmg91u59atW7jdbmZmZnC5XNxzzz3EYjHgjUEUs9lMVVUVAwMDTExM6O+oyG3ydub4K/jLHc9qtdLR0UGxWCSXy5FKpdi/fz89PT1cunSJjY0NqqqqsFgsTE9Pc+jQIU6cOMH+/fu5cOECNTU1LC8vYzabaWpq4vTp02QyGXbt2sXs7CzBYBCfz8e1a9fw+XzU1taSz+fLlSsKhQLNzc00NjYyPj7O2NjYZneJiMht4/F4KJVKfOQjH6FYLJJMJllfX+fChQs0NjZy9OhRKisr+fa3v43FYqGuro5CocDy8jL5fJ58Pk8ymeTxxx9nYGCAgYGBcpEGt9uN0+kkHo9z8+bN8tqBq1evEgwGSaVSLC8vk81mKZVKer8W+Rm8neCvOf5yx8vlcvT19ZV/sY1GIzdu3ODs2bNs376dHTt2cP36dYaHh8vlPA8fPszp06dxOp0sLi5it9ux2+14PB5cLheJRIKhoSHC4TC7du2iWCyysrKCyWSiv7+fhx56iImJCaqrq5mamiIej3Px4kXi8fgm94aIyO1jMBjo6elhYGCAYrHIzMwMq6urzM7OcvDgQYaHh4nH40QiESorKxkfH2dkZIR77rmHXC6H0WjkgQceAODMmTN0dHSwfft2Kioq+MY3vkE+n6e9vZ2ZmRm6u7u5efMm0WiUUqlER0cHO3bsYH5+nqWlJU6cOEE+n6dQKGxyr4i8f2nEX96z3pyeYzAYqKurIxgMMjg4yEc/+lHOnDnDysoKhUKBnTt30tLSUl4EvLGxwcDAAKVSiWKxiMvlIhgMsrGxQSKRIB6Pc99993Hjxg0MBgOLi4vk83kymcxmX7KIyG1ltVrx+/2sr69z9913YzabyWazFAoFRkdHsdvtLCwssGPHDqxWK3Nzc3zkIx/h5MmTbNu2jRs3blAsFpmbm6Ozs5OZmRnq6upwOBy89tprtLa2UllZycrKCmazmXA4zNraGrFYjKqqKu677z4WFhY4c+YMdrsdh8PB2NgY8/Pzm901Iu8ZmuqDgv9WVCqVMBqN+P1+TCYTDocDs9lMIpEoL/h9c+Qqm83q90JEtrw36+4//PDDAAwMDFBRUcHw8DButxuTycTy8jK7d+9mdXWVtrY2Ll++TCgUIhaLMTY2RmtrK7FYjHg8TldXF7t37yaXyzEwMMD09DS1tbVMTEzQ2tqKxWIpr9P6y7/8S44cOcLy8jKFQoHJyUmqqqrwer2cPHlSf6NFfkoK/ij4y/+f3+/H5XIxMzOj3wURkf/G5XJx7NgxIpEIDoeDiooKbty4wf79+4lEIszNzTE9PU19fT1ut5tisUgmk6G2tpbZ2VmMRmN5Dn8oFMLtdvPCCy/Q1NTExYsXMRqN7Ny5k2QySWdnJ8PDw+UpRf/0n/5TXC4XLpeLpaUlLl26xMDAAP/gH/wD+vv7iUajjI+Ps7a2ttndJHLHU/BHwV9EROQnKZVKVFZWYrfbaWxsZHJykl/4hV9gcHCQ5uZmnE4nKysrzM7O4vP5uHXrVjnwt7e3MzY2xvHjxzl79ixdXV2sra1x+fJlqqurcTgcJBIJuru7iUQirK+vk0wmcblcFItFCoUCFRUV/I//4//IF77wBZaWlti7dy8PPPAAfX19GAwG/uIv/kLv38D5Uoman/FrI8AB9eH7nnbuFRERkb+T1+vl6aefxmazcfjwYSYmJrh06RLPPvssxWKR2tpaFhcXefTRRzly5Aitra3U1dWRz+dpaWlhdXWVjo4OCoUC8XiciooKisUijz76KJWVlezZs4dsNlve8be2tpZgMIjD4aC9vZ1vfetbzMzM8NBDD5FOp/n617/O1atXicfj7N69m/fp2OTbUgPU/4yPn/UDg7x/acRfRERkC3I4HBw8eBCn08nAwABNTU3lPU/e3HHX5/MRiURYWFjA4XBQKpWYmJjAZrNx8OBBXnzxRX71V3+V559/noaGBmZmZvB4PMzOzrK2tsbevXu5detWeePEUqmEyWRienqajY0NPvrRjzIzM8OuXbtoaWnhT/7kT+jo6GBlZQWDwUA8HmdiYoJsNrvZ3bVppkol6oEC8NMuea4FTMAM0KgM9L6ncp4iIiLyExUKBdra2lhbW2NxcZGOjg5GRkZoamrCYrFw5coVbDYbZrOZYrEIQEVFBU1NTeTzefr6+ti5cycvvfQSS0tLVFRUUFtby/z8PMVikXQ6zf79+1ldXWV0dJRDhw7hcrkwm82cPXsWj8eDwWCgtraWK1eu0NzcjN/v59SpU9hsNnw+H3fddRelUonBwcEtP4g3z08f4t/8sCDyNyn4i4iIbEFOp5Pnn38en89HV1cX169fp6qqilwux65du8hms+RyOaxWK1arlUgkwvLyMtFoFK/Xi8/nY25urrwXitls5vr16zz22GNYLBaeeeYZbty4wfbt2/nOd75DVVUVFy9exOfzUVNTw8jICG63m+vXrxOPxxkbG6Ozs5OPfexjOJ1OJicnOXPmDN3d3UxMTJDL5Ta7y0Te8xT8RUREtqDt27dz9uxZVlZW+Af/4B8Ab1T6cTqdRKNRbt26RX19PcFgEIC7776bmzdvYrfbaW1txWg0sry8zOrqKk6nk4sXL3L48GGuX7+O1WrF4XAwMTHB2toawWCQq1ev0t3djc1m4+rVq1gsFkZGRqipqSEYDJJMJrl58yaFQoHV1VXuv/9+Ll26xNTUFDU1NUQiEYX/v8btdnP06FECgQDf+MY3SKfTm90keQ/Q4l4REZEt6PTp04RCIRoaGhgZGSGdTjM7O0sqleK1116jsbERp9PJ6Ogo1dXVvPLKK+TzedxuN5WVlYyMjLC8vMzFixdJJBJ4vV4KhQJGo5GWlhb+p//pf+L48ePs2rWLiooKampquHHjBtPT08zNzXH//fdjMpnKO66nUimOHj3KwsICdrudoaEhamtrMRqNlEolGhoaNrvL7igOh4NwOMwLL7zAgQMHMBoV6eTvphF/ERGRLaqjowOfz8fKygputxuLxUJPTw/V1dXkcrnyaP7w8DCBQIB8Ps/w8DAAqVSKQqHA+vo627Zt48KFC6RSKVKpFF//+tdpbW0lGAzS29vLwsICFouFWCxGLBYjGo2ytrZGU1MTsViMRCJBRUUF+Xye6urqcvucTieLi4ukUilaW1s3q5vuSAaDgfPnz7OysoLD4SivwxD5SfTxUEREZAsymUyMjIyUR90dDge9vb2k02lisRjBYBCfz8fIyAiRSIRkMondbsdqtdLf34/b7ebBBx8sVwV68MEHcblcpFKp8pSc5uZmvv/972O1WnG73dx77720trZSWVnJyZMnWV5e5vz58wSDQUKhEGfPniUajXLPPffQ0tJCIpEgmUwSDAZZXFzE4XBscq/dORYXF7l27RrZbJbR0dHNbo68R2jEX0REZAsyGAzY7Xaqq6vx+/2k02mmp6fLVXTm5+ex2+1s376d9fV1Wltb8Xg8eDweSqUS6XSaM2fOsHPnTi5evEgymSQajdLd3c3CwgKJRAK73U5bWxszMzOMjY0Ri8Xo7u7mtddeo6mpiZmZGdra2srz+ysrK+no6MBkMlEsFnE4HLhcLiwWC9lslsbGRgYHBze760Tes972iP/Jkyd54oknCIfDGAwGvvOd77zleKlU4rOf/Sy1tbU4HA6OHz9evi34pmg0ytNPP43X68Xv9/Pxj3+cZDL5lnOuX7/OkSNHsNvtNDQ08LnPfe7tX52IiIj8WFarlenp6fL7+JUrV7hx4waFQoFjx44RDAZZWFigtbWVUqlU3qRrbm6Onp4exsfH2blzJz6fj4qKCpLJJO3t7RgMBj784Q8TDAaZn59ncnKSTCbD/Px8+a7BsWPHMJlMdHd3c/z4cYrFIh/84AexWq3YbDb+8i//kosXLxKLxThw4ABHjhzB7XaXs4WI/GzedvBfX19n165d/Mf/+B9/7PHPfe5zfP7zn+eLX/wi586dw+Vy8cgjj5DJZMrnPP300/T19fHCCy/wve99j5MnT/LJT36yfDyRSPDwww/T1NTEpUuX+L/+r/+Lf/Ev/gVf+tKXfoZLFBERkb/JYrFQW1tLbW0tZ8+e5YknnqCuro5oNMrg4CDV1dX09PRw7tw5MpkMk5OTLC8vMz4+zqVLl/i5n/s5BgYGcLvdVFdX09jYiN1uZ+/evfT19bF9+3aampr4R//oH3HkyBG8Xi83b97kW9/6Vrn2v8/n49y5c6ysrHDt2jV27NiBx+OhqqqKrq4uampqiEajnDhxgj179gCUqwyJyNv399q512Aw8O1vf5sPf/jDwBuj/eFwmN/6rd/it3/7t4E3dhELhUJ85Stf4amnnmJgYICenh4uXLjAXXfdBcDzzz/PBz7wAWZmZgiHw/zxH/8x/8f/8X8QiUSwWq0AfOYzn+E73/kOt27d+qnapp17RURE/naBQICqqio6OztZX18nnU6TSCTI5XL09vaSSCRYWlpieXmZ9fV1EokEjz76KOfPn6e6upo9e/Zw6tQpCoUCbrcbu93O6OgoVVVV5Wk5Gxsb5HI5mpubqaurY3R0FKPRyK1bt/B4PPh8PlKpFNu3b+fWrVuYzWbS6TTZbJZCoYDdbufQoUO43W5+8IMfkEgk2LZtG6+88spmd9+7Rjv3yt/l7ezce1sX946PjxOJRDh+/Hj5OZ/Px8GDBzl79iwAZ8+exe/3l0M/wPHjxzEajZw7d658zn333VcO/QCPPPIIg4ODrK6u/tjXzmazJBKJtzxERETkv2c0GgmFQrjdbi5evFgO5JlMhoqKCqxWK+l0GrPZTHNzM7t27WLfvn3E43FaWlro6upiZGQEeKOefLFYZGFhgZ//+Z8nEAjg8/mYnp4mlUrR1tbG8vIyHo+Hubk5RkdHCQaDNDY2kkqlqK6uJpvNkk6nmZmZwel0ks/n2bNnD16vl2KxyMrKCt3d3VitVmpqavD7/ZvbgZvABNT/lA/TJrVR7ny3NfhHIhEAQqHQW54PhULlY5FI5C2lugDMZjOVlZVvOefHfY+//hp/0x/+4R/i8/nKD9X7FRER+fHeDP5LS0s88sgj1NXVUVNTg8lkolQqYbPZyOfz5UddXR3FYrH8/5FIhMXFRQKBAKFQCKPRiMlkoq+vj0uXLrG4uEh9fT0ul4uZmRmSySQ+n4/HHnusfKfB4/FQUVFBR0cH7e3tANTW1tLQ0MCjjz5KqVSiWCxy7tw5crkc8/PzHDt2jEwmQyqV2uQefPdEeGPk/md5/PjEJFvZ+6aqz+/8zu/wm7/5m+V/JxIJhX8REZEfY2Njg/HxcQ4dOsTly5eZn5+nsbGR+vp6zpw5QywWo7GxEb/fj9vt5tVXXyWRSOByuZibm6OtrY1AIEAkEmF+fp5oNMrP//zPMz4+TkVFBTt37qS9vZ2bN29iMplYXFzk1KlTmEwmHnjgAV588UX6+/tpbm7mu9/9LjabDbvdjsfjob29nZMnT7K0tERnZyfRaJRSqYTX6+XEiRPcd9991NXVMT4+vtnd+K44oKk6chvd1hH/mpoaABYWFt7y/MLCQvlYTU0Ni4uLbzmez+eJRqNvOefHfY+//hp/k81mw+v1vuUhIiIi/z2DwcDKygoul4tgMEhHRwdVVVUUi0UOHTqEx+OhtbUVh8PBzZs3WV9fx+FwEAqFcDgc5HI5otEoHR0d7Nmzh5qaGtLpNKVSiZqaGgwGA/l8nkwmw6VLl6isrKSuro5Tp07xZ3/2Z8RiMZ544gkACoUCzc3N5fV4V69epVQqcf/99zM9PY3H4+H111+noqKCyspKnn/++f8uI4jIT+e2Bv+WlhZqamp46aWXys8lEgnOnTvHoUOHADh06BCxWIxLly6Vz3n55ZcpFoscPHiwfM7JkyfZ2Ngon/PCCy+wbds2KioqbmeTRUREtqSmpiZOnDhBJBJhYWGBW7duUVlZydjYGL29vbz22muMj4+zvLyMz+fDYrFgt9uxWCwsLCxw5MiR8k68bW1tXL58mbW1NdbW1jCbzVRUVLB7926ampqw2+1MTEzg9/vp6upi//79TE9PU19fT2VlJcPDw6yurmI2m1laWmJhYYGXX36ZZDLJtWvXiMfjjI+Pk0qlsNvtW2qqj8jt9LaDfzKZ5OrVq1y9ehV4Y0Hv1atXmZqawmAw8Bu/8Rv8/u//Ps8++yw3btzgl3/5lwmHw+XKP93d3Tz66KN84hOf4Pz585w5c4ZPfepTPPXUU4TDYQD+4T/8h1itVj7+8Y/T19fH17/+df7Df/gPb5nKIyIiIj+75eVlrFYrq6urFItFJiYmgDeq/UxOTrK4uEgul+MDH/gA8Xicmpoaamtr6erqYmNjg6mpKfx+P8lkkvX1dVpaWvB4PDgcDgwGA8vLy1y/fh2Xy0U4HKarq4t9+/ZRVVXF5OQkFy9e5MaNG9TU1LB3715+9Vd/lcnJSYLBIA6Hg1KpxIEDB+jp6SmX9TQajbjdbiwWy+Z2nsh71Nsu5/nKK6/wwAMP/HfP/8qv/Apf+cpXKJVK/N7v/R5f+tKXiMVi3HvvvXzhC1+gs7OzfG40GuVTn/oUzz33HEajkSeffJLPf/7zuN3u8jnXr1/n13/917lw4QKBQIBPf/rT/PN//s9/6naqnKeIiMjfzmKxcN999xGLxVheXubJJ59kZGSkPD1nx44duFwuJiYmqK6uZmFhgWg0SlVVFYVCgcceewy73c7KygrT09Plc2dnZ0mlUgSDwXJlILPZTDAYZGZmho6ODubn51lZWcFisZDP59m3bx9ra2tMTk6ytrZW3lHY4XDQ3NzMqVOnCAQC5HI5AoEA0WiUgYGBze5CkTvC2ynn+feq438nU/AXERH5yd58f+zs7CQQCLC8vMwTTzzBd7/7Xerq6jCbzeV9d6ampti3bx/PP/88DoeDhx9+mEgkgsViob6+ngceeID/+B//I0ajkcnJSaxWK4FAAKfTyRNPPMHly5f50Y9+hM/nIxKJEAgEylX+6uvricfjuN1uNjY2WF5eZmZmBr/fX15LUFNTw8bGBq+88goVFRUMDQ1tZteJ3DE2rY6/iIiIvHe8WTJzZWWFvr4+bDYbNpuNyspK1tbWuHHjBq2trQwODhIOh7FarTz44IN4vV5isRh1dXXE43GcTif/3//3/zE8PIzf7yccDrN9+3aGh4ex2+289NJLTE1N0dLSwsLCAhaLBafTya5du8hkMtTW1pLL5ZidncViseDz+di1axe9vb10dXWxsLBAsVgE3lgHqAE9kZ+Ngr+IiMgWZjAYiMfj7N69G5PJxJkzZ8jn8/j9fjY2Nvjwhz/Mzp07+eQnP8nCwgI3b94kl8sRiURYX1+nu7ubxcVFLBYLra2trK6uUlFRQSKRwOFwsLKyQiQSIRgMYrFYqKiooKenB6vVyrVr1xgZGeE//+f/zPr6Ojabjfb2dpaXl1laWmJ0dJQrV66QSqUYGhqir68Pj8fzlqnBIvLTU/AXERHZ4jY2Njh58iQGg4G+vj6KxSJutxuPx8O5c+dwu91885vfpKKiArfbzbZt2zCbzZw8eZKLFy9y4cIFrly5wtjYGEtLS4yPjzM/P09vby9ra2tsbGwQiURwuVwEAgF27dpFIpFg27ZtlEolqqur2bNnD9lstnzXIJlMUiwW+chHPkJtbS1erxe3243JZGJ4eHizu0zkPUnBX0RERCgWi1y9epVkMonRaOSVV16hra2NZDKJ0+mkUChgtVrLQf3w4cNs27aNQCDA9u3bqaurw2QyMTExwcbGBm63mwsXLmA0Gkmn0+zcuROLxUIkEuEv/uIvmJ6e5tSpUxgMBgwGAzMzMywuLuLxePB6vRQKhfIdg927d7Nt2zbm5+c5c+YMiURis7tL5D3pfbNzr4iIiPz9FItFjEYjsVisPKe/urqas2fP8rGPfYyFhQWsVis3b94sh/R0Os3Vq1epq6vD4XBw7Ngx0uk0t27dAsDn8+H3+7l27Rqrq6vY7Xb27NnD+Pg4a2tr5U085+fnaW5u5vz58xgMBlpbW8lkMlRVVRGNRjGZTBQKBUZHRze5l0TeuxT8RUREpMzlchGPx3G5XCQSCbq6uujo6OC5556joaEBq9XK+Pg4jY2N5a9ZWVnB7Xbj9Xp59dVXsdls7Nu3j1QqRTgc5sqVK0SjUerr69m9ezfz8/PY7Xa8Xi8VFRXY7XYikQiJRIJSqUShUChPOXr44Ye5fPkyV69eZX19fRN7RuS9T1N9REREpGxxcZFoNMry8jJDQ0O4XC5OnjzJrl27SCaTLC4usr6+jslk4u6772bPnj0EAgHy+TwNDQ3YbDbC4TBjY2O0tLQwNDTEvn376O3txWAwcPLkSVZXV5mensZut+N2uwkEAuzduxe32002m8VqtZLJZHC73Zw+fZpz586xsrKiKT4if08K/iIiIvLfqaysxOPxcOrUKZqamvD7/TzwwAM4nU6qqqo4e/Ys8/PzXLlyhcrKSvbs2UOxWKSlpQWAmv9fe/cfE3X9xwH8eedxd5x4dwJxBx6HKCAm5AySUPuxiZq67NdqOTLKVrNwaTXDctYfjWS1tVUr+7GytkzKTa2c1QhMcx4/AxRRpIGACIj8ViCRe33/8OsnT836+oW74+752G7Dz/vtZ+/3+8k+97ofvD9WK44dO4ba2lo0NzcjJiYGSUlJWLlyJQwGAwICAnD8+HEMDg7CaDTi1KlTGBwcRFxcHNrb25Xi/+TJk+jo6EBbWxt89NZDRG7DG3gRERHRVdRqNaZPnw6bzYa6ujrMmDEDLS0tyt14w8LCYDKZYDKZMGXKFHz22WcwGAyIj49HUFAQCgsLMTAwgJCQEERGRqK9vR3jx49HU1MTOjs7ER0djebmZuj1eoSHh6OlpQXz589HUVERnE4nOjs7MW3aNJSVlaGjo8PTy0HktXjnXrDwJyIi+n+p1Wqo1WqkpKSgt7cXWq0WFosFGo0GBw8exJIlS2AwGGC329HY2Ijq6mrExcXB4XAgKioKPT09CAgIgFarRXBwMMrLy9HW1oZJkyZBr9djwoQJMJvNMBqN6OjowIQJEwAAAwMDKCkpQXt7O4aGhjy8CkTejYU/WPgTERGNFJ1OB6PRiBkzZqCnpwcAEBMTg/b2dkydOhUnT56Ew+HA8PAwbDYbFixYgIKCApw7dw4zZ85EcHAw+vv7cfjwYdTX18NkMin/32Qyob+/H21tbYiLi4NKpcKpU6dQX1/v4VkTjQ0s/MHCn4iIaKSpVCoEBATAarXizJkzmDt3Ls6dO4ejR48q3/MPDAxEe3s7urq6EBsbi/b2dixcuBAOhwN33303amtrUVVVhRMnTiAlJQVBQUH48ssvYbPZoFarodFoUF1dzeduon+JhT8uTt5sNnt6GERERD5JrVbDZrMhLi4OXV1d6O/vh16vR1dXF0JDQ6HRaGC329HQ0ICmpiaEh4fDYDCgoaFB+QRhwYIF6OnpwcGDB6HRaBASEoK8vDz+ES/RDeju7lbe9P47Plv419XVYerUqZ4eBhERERHRqGtqaoLNZrtuH5+9gVdwcDAAoLGx8R9f/ZB79Pb2IjIyEk1NTf/4URS5BzPxLszD+zAT78NMvA8z8SwRQV9fHyIiIv6xr88W/mr1xVsUmEwm/hJ6GaPRyEy8DDPxLszD+zAT78NMvA8z8Zx/+yY3b+BFREREROQHWPgTEREREfkBny38dTodXn/9deh0Ok8Phf6LmXgfZuJdmIf3YSbeh5l4H2Yydvjsrj5ERERERPQXn33Hn4iIiIiI/sLCn4iIiIjID7DwJyIiIiLyAyz8iYiIiIj8gM8W/h988AEmT54MvV6PlJQUFBcXe3pIPmnTpk247bbbMGHCBISFheH+++9HTU2NS5/BwUFkZmYiJCQEQUFBeOihh9DW1ubSp7GxEUuXLoXBYEBYWBjWrVuHCxcuuHMqPiknJwcqlQpr165VjjEP92tubsZjjz2GkJAQBAYGIjExEaWlpUq7iOC1115DeHg4AgMDkZaWhtraWpdzdHZ2Ij09HUajEWazGU899RTOnj3r7qn4hOHhYWzcuBHR0dEIDAzE1KlT8cYbb+DyvS6Yyejav38/7r33XkREREClUmHXrl0u7SO1/ocOHcIdd9wBvV6PyMhIvPXWW6M9tTHrepkMDQ0hKysLiYmJGD9+PCIiIvD444/j1KlTLudgJmOA+KDc3FzRarXy+eefy5EjR+Tpp58Ws9ksbW1tnh6az1m0aJFs2bJFqqqqpKKiQpYsWSJ2u13Onj2r9Fm1apVERkZKfn6+lJaWyu233y5z5sxR2i9cuCAJCQmSlpYm5eXlsmfPHgkNDZVXXnnFE1PyGcXFxTJ58mS55ZZbZM2aNcpx5uFenZ2dEhUVJU888YQUFRVJXV2d/Pzzz/LHH38ofXJycsRkMsmuXbuksrJSli1bJtHR0TIwMKD0ueeee2TmzJlSWFgov/32m8TExMjy5cs9MaUxLzs7W0JCQmT37t1SX18v27dvl6CgIHn33XeVPsxkdO3Zs0c2bNggO3bsEACyc+dOl/aRWP+enh6xWCySnp4uVVVVsm3bNgkMDJSPP/7YXdMcU66XSXd3t6Slpck333wjx44dE4fDIbNnz5akpCSXczAT7+eThf/s2bMlMzNT+ffw8LBERETIpk2bPDgq/3D69GkBIPv27RORixeLgIAA2b59u9Ln6NGjAkAcDoeIXLzYqNVqaW1tVfps3rxZjEaj/Pnnn+6dgI/o6+uT2NhYycvLk7vuuksp/JmH+2VlZcm8efP+tt3pdIrVapW3335bOdbd3S06nU62bdsmIiLV1dUCQEpKSpQ+P/74o6hUKmlubh69wfuopUuXysqVK12OPfjgg5Keni4izMTdriwyR2r9P/zwQ5k4caLLdSsrK0umTZs2yjMa+671YuxKxcXFAkAaGhpEhJmMFT73VZ/z58+jrKwMaWlpyjG1Wo20tDQ4HA4Pjsw/9PT0AACCg4MBAGVlZRgaGnLJIz4+Hna7XcnD4XAgMTERFotF6bNo0SL09vbiyJEjbhy978jMzMTSpUtd1h1gHp7w/fffIzk5GQ8//DDCwsIwa9YsfPrpp0p7fX09WltbXTIxmUxISUlxycRsNiM5OVnpk5aWBrVajaKiIvdNxkfMmTMH+fn5OH78OACgsrISBw4cwOLFiwEwE08bqfV3OBy48847odVqlT6LFi1CTU0Nurq63DQb39XT0wOVSgWz2QyAmYwVGk8PYKSdOXMGw8PDLkULAFgsFhw7dsxDo/IPTqcTa9euxdy5c5GQkAAAaG1thVarVS4Ml1gsFrS2tip9rpXXpTb63+Tm5uL3339HSUnJVW3Mw/3q6uqwefNmvPjii3j11VdRUlKC559/HlqtFhkZGcqaXmvNL88kLCzMpV2j0SA4OJiZ3ID169ejt7cX8fHxGDduHIaHh5GdnY309HQAYCYeNlLr39raiujo6KvOcalt4sSJozJ+fzA4OIisrCwsX74cRqMRADMZK3yu8CfPyczMRFVVFQ4cOODpofitpqYmrFmzBnl5edDr9Z4eDuHiC+Lk5GS8+eabAIBZs2ahqqoKH330ETIyMjw8Ov/07bffYuvWrfj6668xY8YMVFRUYO3atYiIiGAmRP9gaGgIjzzyCEQEmzdv9vRw6H/kc1/1CQ0Nxbhx467apaStrQ1Wq9VDo/J9q1evxu7du7F3717YbDbluNVqxfnz59Hd3e3S//I8rFbrNfO61Eb/XllZGU6fPo1bb70VGo0GGo0G+/btw3vvvQeNRgOLxcI83Cw8PBw333yzy7Hp06ejsbERwF9rer1rltVqxenTp13aL1y4gM7OTmZyA9atW4f169fj0UcfRWJiIlasWIEXXngBmzZtAsBMPG2k1p/XspF3qehvaGhAXl6e8m4/wEzGCp8r/LVaLZKSkpCfn68cczqdyM/PR2pqqgdH5ptEBKtXr8bOnTtRUFBw1Ud4SUlJCAgIcMmjpqYGjY2NSh6pqak4fPiwywXj0gXlyoKJrm/+/Pk4fPgwKioqlEdycjLS09OVn5mHe82dO/eqLW6PHz+OqKgoAEB0dDSsVqtLJr29vSgqKnLJpLu7G2VlZUqfgoICOJ1OpKSkuGEWvqW/vx9qtevT37hx4+B0OgEwE08bqfVPTU3F/v37MTQ0pPTJy8vDtGnT+JWSG3Cp6K+trcUvv/yCkJAQl3ZmMkZ4+q+LR0Nubq7odDr54osvpLq6Wp555hkxm80uu5TQyHj22WfFZDLJr7/+Ki0tLcqjv79f6bNq1Sqx2+1SUFAgpaWlkpqaKqmpqUr7pe0jFy5cKBUVFfLTTz/JTTfdxO0jR8jlu/qIMA93Ky4uFo1GI9nZ2VJbWytbt24Vg8EgX331ldInJydHzGazfPfdd3Lo0CG57777rrl14axZs6SoqEgOHDggsbGx3DryBmVkZMikSZOU7Tx37NghoaGh8vLLLyt9mMno6uvrk/LycikvLxcA8s4770h5ebmyQ8xIrH93d7dYLBZZsWKFVFVVSW5urhgMBm4d+Teul8n58+dl2bJlYrPZpKKiwuX5/vIdepiJ9/PJwl9E5P333xe73S5arVZmz54thYWFnh6STwJwzceWLVuUPgMDA/Lcc8/JxIkTxWAwyAMPPCAtLS0u5zlx4oQsXrxYAgMDJTQ0VF566SUZGhpy82x805WFP/Nwvx9++EESEhJEp9NJfHy8fPLJJy7tTqdTNm7cKBaLRXQ6ncyfP19qampc+nR0dMjy5cslKChIjEajPPnkk9LX1+fOafiM3t5eWbNmjdjtdtHr9TJlyhTZsGGDSwHDTEbX3r17r/nckZGRISIjt/6VlZUyb9480el0MmnSJMnJyXHXFMec62VSX1//t8/3e/fuVc7BTLyfSuSyWxUSEREREZFP8rnv+BMRERER0dVY+BMRERER+QEW/kREREREfoCFPxERERGRH2DhT0RERETkB1j4ExERERH5ARb+RERERER+gIU/EREREZEfYOFPREREROQHWPgTEREREfkBFv5ERERERH6AhT8RERERkR/4D+u+38QVWBDGAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Lowest Cell Centroid : (985.0357142857143, 1132.2857142857142)\n", + "Lowest Cell Bounding Box Area : 35\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Zooming in on one individual plaque and its characteristics\n", + "\n", + "# Choosing different valid area range to detect plaques, otherwise default range is used\n", + "id = 22\n", + "plaques_00 = plaques_mask_gt_list[id].get_plaques(min_area=0, max_area=500)\n", + "\n", + "#Plotting the image of the well\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "ax.imshow(plate_dict[plate_dirs[0]]['img'][id], cmap='gray')\n", + "ax.set_title(\"Image\")\n", + "\n", + "#Plotting the mask of the well\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "ax.imshow(plate_dict[plate_dirs[0]]['mask'][id], cmap='gray')\n", + "ax.set_title(\"Mask\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "#Finding the lowest plaque in the image and printing its properties\n", + "offset = 10\n", + "min_y = 0\n", + "\n", + "for plq in plaques_00:\n", + " if (plq.bbox[2] + offset) > min_y:\n", + " min_y = plq.bbox[2] + offset\n", + " lowest_plaque = plq\n", + "print('Centroid :', lowest_plaque.centroid)\n", + "print('Area :', (lowest_plaque.bbox[3] - lowest_plaque.bbox[1])*\n", + " (lowest_plaque.bbox[2] - lowest_plaque.bbox[0]))\n", + "\n", + "#Finding a bounding box around the lowest plaque in the image\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "ax.imshow(plate_dict[plate_dirs[0]]['masked_img'][id], cmap='gray')\n", + "ax.set_title(\"Masked Image with Lowest Cell highlighted\")\n", + "\n", + "rect = mpatches.Rectangle((lowest_plaque.bbox[1]-offset, lowest_plaque.bbox[0]-offset), \n", + " (lowest_plaque.bbox[3]+offset) - (lowest_plaque.bbox[1]-offset), \n", + " (lowest_plaque.bbox[2]+offset) - (lowest_plaque.bbox[0]-offset),\n", + " fill=False, edgecolor='red', linewidth=2)\n", + "ax.add_patch(rect)\n", + "\n", + "# plt.savefig(\"../../../manuscript/figs/ds1_test_cls_lowest_plaque_marked.png\",\n", + "# bbox_inches='tight', dpi=300)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Showing only the plaque we have chosen, the lowest one in the image\n", + "lowest_plaque_image = plate_dict[plate_dirs[0]]['masked_img'][id] \\\n", + " [plq.bbox[0]-offset : plq.bbox[2]+offset, \n", + " plq.bbox[1]-offset : plq.bbox[3]+offset]\n", + "\n", + "fig, ax = plt.subplots(figsize=(2, 1))\n", + "ax.imshow(lowest_plaque_image,cmap='gray')\n", + "ax.set_title(\"Lowest Cell Image\")\n", + "\n", + "print('Lowest Cell Centroid :', plq.centroid)\n", + "print('Lowest Cell Bounding Box Area :', (plq.bbox[3] - plq.bbox[1])*(plq.bbox[2] - plq.bbox[0]))\n", + "\n", + "# plt.savefig(\"../../../manuscript/figs/ds1_test_cls_00_lowest.png\", bbox_inches='tight', dpi=300)\n", + "\n", + "ax.set_axis_off()\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Cell Measures Visualisation\n", + "###### It may also be crucial to visualise measurements about cells in the micrographs. For this we can get the measurements into a dataframe and then use boxplots to visualise it. The values of the boxplot upper and lower bounds, q1, q2 and q3 can all be obtained separately too if viewing it in the plot is not convenient." + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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NjaWkpMT8qLsWjBBNZVPwnZycCA0NJS0tzTzNZDKRlpbGPffc0+iyLi4u+Pr6cv36dXbt2sXUqVMbbHv16lWys7Px8fGxOt/Z2dl8F3O5m7loDps3dWJiYvjjH//Ijh07yMzMZPHixZSXl5svTLRgwQKLc0gOHz7M7t27ycnJ4cCBA0ycOBGTycSyZcvMbZ5//nn+/ve/c/78eQ4dOsT06dPR6XTMnTu3BYYoRH02n7Iwe/ZsioqKWL16NRcvXmT48OGkpqaad3hzc3Mttt+rqqqIi4sjJyeH7t27M3nyZN577z3zBYsALly4wNy5cykuLsbT05MxY8bw1Vdf4enpeesjFMIKB03TNHsXcatKS0vx8PCgpKREyc2eyspK8zU6U1JSlD1Xx5YcyLk6QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlNTF3gWI5snNzcVoNAJQVVVFWVkZAMePH8fFxcWepaHX6/Hz87NrDb9Ggt8B5ebmEhQUREVFRb15o0ePtkNFltzc3MjMzGzX4Zfgd0BGo5GKigoSEhLw9/e3dzkWcnJyiI2NxWg0SvBF6/D39yc4ONjeZXRIsnMrlCTBF0qS4AslSfCFkiT4nVBxcTHPP/88d999N3fffTcvvPACP/30k9W2lZWVbNy4kfvvv5+wsDDmzZvHt99+a55fWFjIU089xahRoxg2bBiRkZFtNYxWJcHvhJYtW8a+ffsYOnQoQ4cOJTU1leXLl1tt+8orr/Duu+/So0cPIiMjOXXqFE8++SQlJSUAXLlyhQsXLnS6o0cS/E7m1KlTZGRk4Ovry7Zt29i2bRu333476enpZGZm1mu/f/9+ANavX8+6desYP348ZWVl7Ny5E4DBgwfzt7/9jaeffrpNx9HaJPidzJkzZwAIDAzE0dERR0dHgoKCAMjKyqrX3snJyTyvrKyMvLw8AM6dO9dGFduHkh9gaZpGVVWVvctotsZqLy4uBsDV1dU8re7nunN7bhYVFcWGDRtYuXKl1X5upcbKyspb6gPAxcUFBweHW+7nl5QMflVVFZMmTbJ3Gc1Wd0KaNX369AGwOI+nLoB6vb5e+3nz5hEUFMThw4fp1q0bRUVF7Nixg549e95SjUuXLsXd3f2W+gBISUmxeBO3FCWD35kNGjQIuLHpYjKZADh9+rR5Xl5eHjU1Nfj4+ODq6kpNTQ2hoaGEhoZSU1PDnDlzAAgPD7fPANqI8sG/OnwummPH+jVUFP4Ax45ZnTdkyBDCwsI4cuQI0dHRAOTn52MwGAgODiYyMpKCggKSkpIYOXIkycnJpKWl0b9/f06cOEF2djYBAQE8+OCDAFy+fJn/+I//MB8OvXz5MitXrmTgwIEsWrSo4RoDHwCv/s0an4PpOt1PfNisZZuqY/3FW4Hm2AV0Xe1dhm10jf/ZNm7cyPr16/nyyy8BmDBhAitWrLDa1s/Pj0uXLvHNN9/g5ubGQw89xHPPPWc+p7+iooI9e/aY21dWVrJnzx7CwsIaDT665v9etWYtZRvlg98Z6fV6EhMTrc7bt2+fxfNx48Yxbty4Bvvy9fW1+ECrs5DDmUJJEnyhJAm+UJIEXyhJgi+UJMEXSpLDmR1YTk6OvUuopz3WZI0EvwPq4uqOrqszsbGx9i7FKl1XZ7q43vp5Oq1Jgt8BOfXoQ1BUAtcrGz5ZzZ66uLrj1KOPvctolAS/g3Lq0afdh6s9k51boaRmBX/Lli0MGDAAFxcXDAYDGRkZDbatqanhpZdeIiAgABcXF0JCQkhNTb2lPoW4VTYHPzk5mZiYGOLj4zl27BghISFERkZy6dIlq+3j4uJ466232Lx5M6dPn+app55i+vTpHD9+vNl9CnGrbA5+YmIi0dHRREVFERwczNatW3FzcyMpKclq+/fee48VK1YwefJk/P39Wbx4MZMnT+Y///M/m92nELfKpuBfu3aNo0ePEhER8XMHjo5ERESQnp5udZnq6up612t3dXXl4MGDze5TiFtlU/CNRiO1tbV4eXlZTPfy8uLixYtWl4mMjCQxMZGzZ89iMpn47LPP2L17Nz/++GOz+6yurqa0tNTiIYQtWv2ozquvvsodd9xBYGAgTk5OLFmyhKioKBwdm//SCQkJeHh4mB/9+vVrwYqFCmxKn16vR6fTUVhYaDG9sLAQb29vq8t4enry8ccfU15ezg8//MB3331H9+7dzTc0aE6fsbGxlJSUmB9114IRoqlsCr6TkxOhoaGkpaWZp5lMJtLS0rjnnnsaXdbFxQVfX1+uX7/Orl27mDp1arP7dHZ2pkePHhYPIWxh8ye3MTExLFy4kLCwMMLDw9m0aRPl5eVERUUBsGDBAnx9fUlISADg8OHD5OfnM3z4cPLz81mzZg0mk4lly5Y1uU8hWprNwZ89ezZFRUWsXr2aixcvMnz4cFJTU807p7m5uRbb71VVVcTFxZGTk0P37t2ZPHky7733nsUFi36tTyFamoOmaW1xNYdWVVpaioeHByUlJU3a7KmsrDRfSa3srvkd7/IinV1tDe7H3gNsu5KaLTmQc3WEkiT4QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJEnyhJLmuTgd1rbRYLih1CyT4HdC10mIy346ltqba3qVYpevqTFBUQrsOvwS/A7peWUZtTTUJCQnmb7K1Fzk5OcTGxnK9skyCL1qHv78/wcHB9i6jQ5KdW6EkCb5QkgRfKEmCL5QkO7edUHFxMQkJCebLNI4dO5bY2Fh69+5dr215eTkbN27kwIEDXLlyhd69ezNx4kSeffZZunTpwvXr13nttddITU2luLgYDw8Pxo4dy7Jly+jWrVtbD63FyBq/E1q2bBn79u1j6NChDB06lNTUVJYvX2617ZYtW9i1axcODg489NBDVFZW8s477/CnP/0JuHEl67fffpvy8nKmTJmCTqdj9+7dvPbaa205pBYnwe9kTp06RUZGBr6+vmzbto1t27Zx++23k56eTmZmZr32+fn5APzrv/4r8fHxzJw5E4CCggIALly4AMD06dNZs2YN0dHRFvM7KtnU6WTOnDkDQGBgoPn6RkFBQVy4cIGsrCyCgoIs2s+aNYsvv/ySpKQkzp49y2effYZer2fWrFkATJ06lU8++YSPPvqI8vJyDh48SPfu3VmwYEHbDqyFyRq/kykuLgawuBZN3c9Go7Fe+8GDBzNixAgKCwvZuXMnJSUljBkzBh8fHwD8/PwYM2YMpaWl7Ny5k4sXLxIaGkpAQEAbjKb1SPA7mT59bpwmUFFRYZ5WWVkJ3LhA7y+9/PLLfPXVVzz55JNkZGQwbdo0Pv74Y9544w0ANm/eTEpKClOnTiUjI4PFixfz97//nd///vdtMJrWI8HvZAYNGgRAVlYWJpMJk8nE6dOnzfPy8vLIyckxvxlyc3MBCA4OxtXV1bwpdP78eYv5gYGBuLq6MmTIEAC+//77NhtTa5Bt/E5myJAhhIWFceTIEfOOaH5+PgaDgeDgYCIjIykoKCApKYmRI0cSEhLCuXPn2LBhAwcOHDBftXr48OEAhISE8I9//INt27aRnZ3NoUOHLOZ3VEoG3+JyobU19iukuWqvNzp748aNrF+/ni+//BKACRMmsGLFCqtt//3f/x2AAwcOsGfPHvR6PdOmTeOxxx4DICoqiqtXr7Jv3z727NlDz549+e1vf2tertEam/u7vWm51rq0q5IXjb18+TLTp09vg8paR1lZGceOHSM5ObndnZ15+vRpZs+ezV133YW7u/st9/fRRx/Rq1evJrWVi8YK8SuU3NRxdnY2/1wWMqfDXSa8ovAHOHbM3mU0qiLwAfDq37yFa2tw/+bPgOXfqiUpGXwHB4efn+i6drjgo+sAfzZdlxb5vVr8rVqQbOoIJUnwhZIk+EJJHWBjUTQkJyfH3iXU0x5rskaC3wF1cXVH19WZ2NhYe5dila6rM11cb/0YfmuS4HdATj36EBSVIFdSuwUS/A7KqUefdh+u9kx2boWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKGkZgV/y5YtDBgwABcXFwwGAxkZGY2237RpE4MHD8bV1ZV+/frx3HPPUVVVZZ6/Zs0aHBwcLB6BgYHNKU2IJrH55m/JycnExMSwdetWDAYDmzZtIjIykqysLG677bZ67T/44AOWL19OUlISo0aN4syZMzz22GM4ODiQmJhobjdkyBD279//c2Fd5L50ovXYvMZPTEwkOjqaqKgogoOD2bp1K25ubiQlJVltf+jQIUaPHs0jjzzCgAEDmDBhAnPnzq33v0SXLl3w9vY2P/R6ffNGJEQT2BT8a9eucfToUSIiIn7uwNGRiIgI0tPTrS4zatQojh49ag56Tk4Oe/fuZfLkyRbtzp49S9++ffH39+fRRx8lNze3wTqqq6spLS21eAhhC5u2J4xGI7W1tXh5eVlM9/Ly4rvvvrO6zCOPPILRaGTMmDFomsb169d56qmnWLFihbmNwWDgnXfeYfDgwfz444+sXbuWsWPHcvLkSdzd698hOyEhgbVr19pSuhAWWv2ozhdffMH69et54403OHbsGLt37+Z///d/efnll81tJk2axMMPP8ydd95JZGQke/fu5cqVK/zlL3+x2mdsbCwlJSXmR15eXmsPQ3QyNq3x9Xo9Op2OwsJCi+mFhYV4e3tbXWbVqlXMnz+fRYsWATBs2DDKy8t54oknWLlyJY6O9d97PXv2ZNCgQZw7d85qn87Ozjg7O9tSuhAWbFrjOzk5ERoaSlpamnmayWQiLS2Ne+65x+oyFRUV9cKt0+kA0DTN6jJXr14lOzsbHx8fW8oToslsPmYYExPDwoULCQsLIzw8nE2bNlFeXk5UVBQACxYswNfXl4SEBACmTJlCYmIiI0aMwGAwcO7cOVatWsWUKVPMb4Dnn3+eKVOm0L9/fwoKCoiPj0en0zF37twWHKoQP7M5+LNnz6aoqIjVq1dz8eJFhg8fTmpqqnmHNzc312INHxcXh4ODA3FxceTn5+Pp6cmUKVNYt26duc2FCxeYO3cuxcXFeHp6MmbMGL766is8PT1bYIhC1OegNbS90YGUlpbi4eFBSUkJPXr0+NX2lZWVTJo0CYCyu+aDrmtrlyhsUVuD+7H3AEhJScHV1bVJi9mSAzlXRyhJgi+UJMEXSpLgCyVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+U1Kzgb9myhQEDBuDi4oLBYCAjI6PR9ps2bWLw4MG4urrSr18/nnvuOaqqqm6pTyFuhc3BT05OJiYmhvj4eI4dO0ZISAiRkZFcunTJavsPPviA5cuXEx8fT2ZmJtu3byc5OZkVK1Y0u08hbpXNwU9MTCQ6OpqoqCiCg4PZunUrbm5uJCUlWW1/6NAhRo8ezSOPPMKAAQOYMGECc+fOtVij29qnELfKpuBfu3aNo0ePEhER8XMHjo5ERESQnp5udZlRo0Zx9OhRc9BzcnLYu3cvkydPbnaf1dXVlJaWWjyEsEUXWxobjUZqa2vx8vKymO7l5cV3331ndZlHHnkEo9HImDFj0DSN69ev89RTT5k3dZrTZ0JCAmvXrrWldCEs2BT85vjiiy9Yv349b7zxBgaDgXPnzvHss8/y8ssvs2rVqmb1GRsbS0xMjPl5aWkp/fr1a6mSO4RrpcVcryyzdxlWdXF1x6lHH3uX0Sibgq/X69HpdBQWFlpMLywsxNvb2+oyq1atYv78+SxatAiAYcOGUV5ezhNPPMHKlSub1aezszPOzs62lN6pXCstJvPtWGprqu1dilW6rs4ERSW06/DbFHwnJydCQ0NJS0tj2rRpAJhMJtLS0liyZInVZSoqKnB0tNyV0Ol0AGia1qw+VXe9sozammoSEhLw9/e3dzkWcnJyiI2N5XplWecJPkBMTAwLFy4kLCyM8PBwNm3aRHl5OVFRUQAsWLAAX19fEhISAJgyZQqJiYmMGDHCvKmzatUqpkyZYn4D/Fqfwjp/f3+Cg4PtXUaHZHPwZ8+eTVFREatXr+bixYsMHz6c1NRU885pbm6uxRo+Li4OBwcH4uLiyM/Px9PTkylTprBu3bom9ylES2vWzu2SJUsa3Az54osvLF+gSxfi4+OJj49vdp9CtDQ5V0coqdUPZ4q2V1xcTEJCAgcPHgRg7NixxMbG0rt373ptIyMjKSgoqDd98eLFPP3001RWVvL666/z6aefcvnyZQIDA3nxxRcZNmxYq4+jNUnwO6Fly5aRkZGBwWAAIDU1lZKSErZt21av7bRp0yw++d69ezcVFRXmz0VeeeUVdu7cyaBBgwgPD2fv3r08+eSTpKSk4OHh0TYDagUS/E7m1KlTZGRk4Ovraw76Aw88QHp6OpmZmQQFBVm0X7x4sfnnzMxM3n//fXr16kVkZCQA+/fvB2D9+vUMHjyY8vJy0tLS2LlzJ48//ngbjarlyTZ+J3PmzBkAAgMDcXR0xNHR0Rz2rKysRpf98MMPAZgxYwZOTk4A5n+zsrIoKysjLy8PgHPnzrVK/W1F+TW+g+k6mr2LsFXt9QZnFRcXA+Dq6mqeVvez0WhscLmSkhJSUlLQ6XTMnj3bPD0qKooNGzawcuVKq6/TaI21NY23aYCDqeHxtRTlg9/9xIf2LsF2ZQ2fo9Onz41PSysqKszTKisrgRunnDTko48+oqqqivvuuw8fHx/z9Hnz5hEUFMThw4fp1q0bRUVF7Nixg549ezZaott3/4t7vntTRmMXyge/sxk0aBBwY9PEZDIBcPr0afO8vLw8ampq8PHxMf9PYDKZSE5OBmDu3LkW/dXU1BAaGkpoaCg1NTXMmTMHgPDw8DYZT2tRMvguLi6kpKTYu4xmO378OKNHj7Y6b8iQIYSFhXHkyBGio6MByM/Px2AwEBwcbD58mZSUxMiRIwE4ePAgFy5cICAgwHwkqE5ycjJpaWn079+fEydOkJ2dTUBAAA8++GCjNW7evJkRI0bc8lhdXFxuuQ9rlAy+g4ODxTZwR/NrYdi4cSPr16/nyy+/BGDChAkWX/X8pbqd2rq1+c38/Py4dOkS33zzDW5ubjz00EM899xzv1qDi4tLu/4dKxn8zk6v15OYmGh13r59++pNe/PNNxvsa9y4cYwbN67Famsv5HCmUJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSXIcvwPLycmxdwn1tMearJHgd0B6vR43NzdiY2PtXYpVbm5ujZ4Q1x5I8DsgPz8/MjMzzacZV1VVsXTpUuDGOTKtdX5LU+n1evz8/Oxaw6+R4HdQfn5+5nBVVlbi7n7jFOARI0a063Nk2gvZuRVKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKEkCb5QkgRfKEmCL5QkwRdKkuALJUnwhZIk+EJJzQr+li1bGDBgAC4uLhgMBjIyMhpse++99+Lg4FDv8cADD5jbPPbYY/XmT5w4sTmlCdEkXWxdIDk5mZiYGLZu3YrBYGDTpk1ERkaSlZXFbbfdVq/97t27uXbtmvl5cXExISEhPPzwwxbtJk6cyNtvv21+7uzsbGtpQjSZzWv8xMREoqOjiYqKIjg4mK1bt+Lm5kZSUpLV9r1798bb29v8+Oyzz3Bzc6sXfGdnZ4t2vXr1at6IhGgCm4J/7do1jh49SkRExM8dODoSERFBenp6k/rYvn07c+bMoVu3bhbTv/jiC2677TYGDx7M4sWLKS4ubrCP6upqSktLLR5C2MKmTR2j0UhtbS1eXl4W0728vPjuu+9+dfmMjAxOnjzJ9u3bLaZPnDiRGTNmMHDgQLKzs1mxYgWTJk0iPT0dnU5Xr5+EhATWrl1rS+mdTm5uLkajEYCqqirKysoAOH78OC4uLvYsDb1ej5+fn11r+FWaDfLz8zVAO3TokMX0F154QQsPD//V5Z944glt2LBhv9ouOztbA7T9+/dbnV9VVaWVlJSYH3l5eRqglZSUNG0gHdwPP/ygubm5aUC7fLi5uWk//PBDm/9eSkpKmpwDm9b4er0enU5HYWGhxfTCwkK8vb0bXba8vJw///nPvPTSS7/6Ov7+/uj1es6dO8d9991Xb76zs7PSO79Go5GKigoSEhLw9/e3dzkWcnJyiI2NxWg0tuu1vk3Bd3JyIjQ0lLS0NKZNmwaAyWQiLS2NJUuWNLrsX//6V6qrq5k3b96vvs6FCxcoLi7Gx8fHlvKU4+/vT3BwsL3L6JBsPqoTExPDH//4R3bs2EFmZiaLFy+mvLycqKgoABYsWEBsbGy95bZv3860adPo06ePxfSrV6/ywgsv8NVXX3H+/HnS0tKYOnUq//Iv/0JkZGQzhyVE42w+jj979myKiopYvXo1Fy9eZPjw4aSmppp3eHNzc3F0tHw/ZWVlcfDgQT799NN6/el0Ov75z3+yY8cOrly5Qt++fZkwYQIvv/yy0pszonXZHHyAJUuWNLhp88UXX9SbNnjwYDRNs9re1dWVffv2NacMIZpNztURSmrWGl+0b8XFxSQkJHDw4EEAxo4dS2xsLL17967XNjIykoKCgnrTFy9ezNNPP21+np+fz8yZMykvLycsLMzi9JKOSILfCS1btoyMjAwMBgMAqamplJSUsG3btnptp02bZvHJ9+7du6moqKBfv37maZqmsXr1aqqrq1u/+DYiwe9kTp06RUZGBr6+vuagP/DAA6Snp5OZmUlQUJBF+8WLF5t/zszM5P3336dXr14WR9Q++OADTpw4wfz58zv8mr6ObON3MmfOnAEgMDAQR0dHHB0dzWHPyspqdNkPP/wQgBkzZuDk5ATcOEr36quvsnTp0nb3YdmtkOB3MnUn97m6upqn1f1cd26PNSUlJaSkpKDT6Zg9ezZw48PJuLg4goKCWLBgQStW3fYk+J1M3QeEFRUV5mmVlZXAjVNOGvLRRx9RVVXFvffea/7E/OLFixw/fpzKykqWLl3K+++/D8DZs2dZvXp1aw2hTcg2ficzaNAg4MZmjclkAuD06dPmeXl5edTU1ODj42P+n8BkMpGcnAzA3LlzzX3VffaSmZlJZmameXpJSQmHDx9u/cG0Igl+JzNkyBDCwsI4cuQI0dHRwI1DkQaDgeDgYPPhy6SkJEaOHAnAwYMHuXDhAgEBAeYjQQC+vr58++235ucff/wxq1at6hSHM2VTpxPauHEj999/PydPnuTkyZNMmDCBDRs2NNi+bqd2zpw5bVWi3ckavxPS6/UkJiZanWft9JA333yzSf1OmzbNfFZuRydrfKEkCb5QkgRfKEmCL5QkO7etSNM0qqqqWrzf1uhTNRL8VlRVVcWkSZNavN+6S4mI5pNNHaEkWeO3IhcXF1JSUlq83+PHjzN69GhycnJavO9b1R5rskaC34ocHBwszpJsKbfffjtubm5Wr2bRHri5uTV6Qlx7IMHvgPz8/MjMzGz0NGN76giXEJTgd1B+fn7tPlztmezcCiVJ8IWSJPhCSRJ8oSQJvlCSBF8oSYIvlCTBF0qS4AslSfCFkiT4QkkSfKEkCb5QUqc4O7PuGo833+BAqKfu79/Q/dZu1imCX/cd1Jvv4iHUVVZWhoeHR6NtHLSmvD3aOZPJREFBAe7u7jg4ONi7HLsoLS2lX79+5OXl0aNHD3uXYxeaplFWVkbfvn3r3XL2lzpF8MWN4Ht4eFBSUqJs8G0hO7dCSRJ8oSQJfifh7OxMfHw8zs7O9i6lQ5BtfKEkWeMLJUnwhZIk+EJJEnyhJAl+J7FlyxYGDBiAi4sLBoOBjIwMe5fUrknwO4Hk5GRiYmKIj4/n2LFjhISEEBkZyaVLl+xdWrslhzM7AYPBwMiRI3n99deBG+cu9evXj6VLl7J8+XI7V9c+yRq/g7t27RpHjx4lIiLCPM3R0ZGIiAjS09PtWFn7JsHv4IxGI7W1tXh5eVlM9/Ly4uLFi3aqqv2T4AslSfA7OL1ej06no7Cw0GJ6YWEh3t7edqqq/ZPgd3BOTk6EhoaSlpZmnmYymUhLS+Oee+6xY2XtW6f46qHqYmJiWLhwIWFhYYSHh7Np0ybKy8uJioqyd2ntlgS/E5g9ezZFRUWsXr2aixcvMnz4cFJTU+vt8IqfyXF8oSTZxhdKkuALJUnwhZIk+EJJEnyhJAm+UJIEXyhJgi+UJMEXSpLgCyVJ8IWSJPhCSf8PihdIARjyDmoAAAAASUVORK5CYII=", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " whishi whislo q1 med q3\n", + "0 0.96 0.74 0.79 0.88 0.91\n" + ] + } + ], + "source": [ + "# Other plots we can get about the plaques in a wells\n", + "\n", + "ecc_ls = [plq.eccentricity() for plq in plaques_00]\n", + "roundness_ls = [plq.roundness() for plq in plaques_00]\n", + "plq_measures_df = pd.DataFrame()\n", + "plq_measures_df['eccentricity'] = ecc_ls\n", + "plq_measures_df['roundness'] = roundness_ls\n", + "\n", + "stats = boxplot_quants(plq_measures_df,col_name='eccentricity',return_stats=True)\n", + "print(stats)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pyplaque_311", + "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": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/setup.py b/setup.py index 2466353..c8a6b8e 100644 --- a/setup.py +++ b/setup.py @@ -47,7 +47,7 @@ classifiers=[ 'Development Status :: 3 - Alpha', 'Intended Audience :: Science/Research', - 'Topic :: Scientific/Engineering :: Bio-Informatics ', + 'Topic :: Scientific/Engineering :: Bio-Informatics', 'License :: OSI Approved :: GNU General Public License v3 (GPLv3)', 'Programming Language :: Python :: 3.9', 'Programming Language :: Python :: 3.10', From c17fe272748cb89c7664a9cdc4944c940a039f84 Mon Sep 17 00:00:00 2001 From: trinade Date: Fri, 1 Aug 2025 17:06:38 +0200 Subject: [PATCH 2/3] removing extra notebook --- notebooks/pyplaque_uti.ipynb | 1476 ---------------------------------- 1 file changed, 1476 deletions(-) delete mode 100644 notebooks/pyplaque_uti.ipynb diff --git a/notebooks/pyplaque_uti.ipynb b/notebooks/pyplaque_uti.ipynb deleted file mode 100644 index a066e0d..0000000 --- a/notebooks/pyplaque_uti.ipynb +++ /dev/null @@ -1,1476 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Processing UTI cellular markers\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Loading packages" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/de29/Applications/miniforge3/envs/pyplaque/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n" - ] - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "import matplotlib.patches as mpatches\n", - "import pandas as pd\n", - "import re\n", - "from skimage.exposure import adjust_gamma\n", - "from tqdm.auto import tqdm\n", - "\n", - "from PyPlaque.experiment import CrystalViolet\n", - "from PyPlaque.specimen import PlaquesImageGray, PlaquesMask\n", - "from PyPlaque.view import PlateImage\n", - "from PyPlaque.utils import (stitch_wells, centroid, compare_plaque_detection_from_image,\n", - " plot_bbox_plaques_mask, boxplot_quants)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Initialising parameters and data\n", - "###### Since we would now like to get the readouts and see the usefulness other functionalities from PyPlaque for a Crystal Violet Plate, we define a new ```CrystalViolet``` class instance to work with them.
```base_dir``` is folder above the image and mask folders for all the plates. ```params``` are set to None to choose using the default parameters but values can be updated.
Using ```exp.get_individual_plates()``` we get the individual plate and plate mask folders for the given pattern and ```exp.get_number_of_plates()``` gives us the number of plates found according to the ```folder_pattern``` regex (https://docs.python.org/3/howto/regex.html), here just 1. The maximum number of wells per channel here for the data we have considered is 6." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Loading multiple plates and plate masks as an experiment\n", - "base_dir = '../../../../DeepUTI/ds1/test/'\n", - "\n", - "exp = CrystalViolet(base_dir+'img/', base_dir+'man_mask/',\n", - " params = None) # default values in class, option to update" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['cls'] ['cls']\n", - "1\n" - ] - } - ], - "source": [ - "# In this case, the individual plate is the urine microscopy images and\n", - "# their corresponding mask directories. Make sure to have similar directories for \n", - "# images and masks(even if empty)\n", - "plate_dirs, plate_mask_dirs = exp.get_individual_plates(folder_pattern=r'cls$')\n", - "\n", - "print(plate_dirs, plate_mask_dirs)\n", - "\n", - "# We are choosing via the pattern above to ignore all other plates other than this one\n", - "print(exp.get_number_of_plates())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### UTI cellular marker Images and Masks\n", - "###### ```exp.load_well_images_and_masks_for_plate()``` helps us load into memory all data for the cellular markers, corresponding to the given index from the plates found ```plate_id``` and file pattern ```file_pattern```. Here the mask path is not empty for us but they can also be generated from images as we will show later. Unlike in Fluorescent Plate we do not generate these by default if missing since it is a little more difficult in this case and it is up to the user whether to use it after seeing the results below." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100it [00:00, 99179.57it/s]\n", - "100%|██████████| 100/100 [00:00<00:00, 189.12it/s]\n", - "100it [00:00, 94872.29it/s]\n", - "100%|██████████| 100/100 [00:00<00:00, 314.40it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "dict_keys(['cls'])\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "#Example considering all data from the selected plate\n", - "plate_dict = exp.load_well_images_and_masks_for_plate(plate_id=0, additional_subfolders=None, ext='*.tif') # Default ext='*.png'\n", - "print(plate_dict.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "###### We then show the image name, image and mask from the loaded data." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "print(plate_dict[plate_dirs[0]]['image_name'][0])\n", - "plt.imshow(plate_dict[plate_dirs[0]]['img'][0])" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "print(plate_dict[plate_dirs[0]]['image_name'][0])\n", - "plt.imshow(plate_dict[plate_dirs[0]]['mask'][0], cmap='gray')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Grayscale Images and Masks\n", - "###### ```exp.load_well_images_and_masks_for_plate()``` also has the option to load into memory all data for the crystal violet plate in grayscale using the ```all_grayscale``` flag. This is particularly useful because it reduces our computation cost due to single channel instead of multi-channel images and is necessary for certain functionalities such as eccentricity readouts of plaques in a well.
We then verify the number of images read and show an image name, image from the loaded data for the plate." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100it [00:00, 152464.70it/s]\n", - "100%|██████████| 100/100 [00:00<00:00, 122.41it/s]\n", - "100it [00:00, 159479.24it/s]\n", - "100%|██████████| 100/100 [00:00<00:00, 188.33it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "dict_keys(['cls'])\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "# Example considering all wells from the selected plate reading images also in grayscale\n", - "plate_dict = exp.load_well_images_and_masks_for_plate(plate_id=0, additional_subfolders=None,\n", - " all_grayscale=True, file_pattern=None, ext='*.tif')\n", - "print(plate_dict.keys())" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "print(plate_dict[plate_dirs[0]]['image_name'][0])\n", - "plt.imshow(plate_dict[plate_dirs[0]]['img'][0], cmap='gray')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "###### We can use the function ```exp.extract_masked_wells()``` to get the masked image of the microscope field that helps us to get an unobstructed view of the cellular objects without the background of the plate, medium or any other noise.
Here we take the image from index 0 of the plate dictionary ```plate_dict``` and show the masked plaques in it." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 100/100 [00:00<00:00, 537042.77it/s]\n", - "100%|██████████| 100/100 [00:00<00:00, 846.72it/s]\n" - ] - } - ], - "source": [ - "# Assuming that wells were numbered in raster scan fashion from left to right, row by row\n", - "plate_dict = exp.extract_masked_wells(plate_id=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "i = 0\n", - "j = 0\n", - "plt.figure()\n", - "plt.axis('off')\n", - "plt.title(plate_dirs[0]+\"-\"+str(i)+\",\"+str(j))\n", - "plt.imshow(plate_dict[plate_dirs[0]]['masked_img'][0], cmap='gray')\n", - "# plt.savefig(\"../../../manuscript/figs/masked_plaques_6446_\"+str(i)+str(j)+\".png\",\n", - "# bbox_inches='tight', dpi=300)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Getting Cellular Object Count\n", - "###### Since counting of objects is one of the most basic tasks performed by urologists, we would want to use automated software such as PyPlaque to achieve it. We can do so by instantiating the ```PlaquesMask()``` class for each image (here only the mask of the image being important for the count). We can then use the ```plq_mask.get_plaques()``` function to get the count of the objects in the image. The ```min_area``` and ```max_area``` parameters here can help to look at a different set of objects within the size range of the default value of these parameters can be used." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 100/100 [00:00<00:00, 512125.03it/s]\n", - "100%|██████████| 100/100 [00:01<00:00, 70.60it/s]\n", - "100%|██████████| 100/100 [00:00<00:00, 201649.23it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif : 29 \n", - "\n", - "../../../../DeepUTI/ds1/test/img/cls/130 V 261021.tif : 32 \n", - "\n", - "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif : 1 \n", - "\n", - "../../../../DeepUTI/ds1/test/img/cls/5821 C 280921.tif : 3 \n", - "\n", - "../../../../DeepUTI/ds1/test/img/cls/5830 H 061021.tif : 0 \n", - "\n", - "../../../../DeepUTI/ds1/test/img/cls/5868 I 280921.tif : 0 \n", - 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"metadata": {}, - "source": [ - "#### Mask Generation Plaques\n", - "###### Here we create a new instance of an experiment ```exp2``` where we assume that we do not have the mask of the plaques available. We can tell the experiment to not expect it using the ```read_mask``` flag by setting it to False.Here we take only one image into consideration by using the appropriate ```file_pattern``` regex here. We show the resulting binary virus mask that is formed based on ```params``` that are the default ones used here." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100it [00:00, 117784.44it/s]\n", - "100%|██████████| 1/1 [00:00<00:00, 114.01it/s]\n", - "100it [00:00, 92773.81it/s]\n", - "100%|██████████| 1/1 [00:00<00:00, 93.45it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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XA6ffVk1AwnlJt/BSwE76lhInB1UM1PSNLg8dS20coLg/YPVWOp948744PmWVsvN5/pRrk3wF1y2NI10gAGWFk324zHz8BAzUn+RE3Wz5Bz71RLlJFv1+v/NxAibSFweBup7r1vLvnLPrayuG+VxdDq04OY+OfeWFVQRRcjjpnAvYHQD75X+ibndCvvAcrxWUXNm9GpGcbvpO49X3BFCm0wePebcqH+6gXLlJHgxZ9nTkznn7tQlwpiyODtXfT+GgTS/sSry7zvg8HOC4Q2WQSc7WAUMaX+/dcJDl5MAs8eikft2Jub6l61rOinxwTP/sVSNdrydleIwAgPIkn5pja54+L/cB1G0CC3//hge/qgdAy8fjmByH600daYGGFCD1x8DhmbrbWUsWXiVOgIvXpPmxH2/jPpi8KIPn+rJqwrX2W2XUweQfky90GTiA0vUuA8rT11ifac/Jp82LLTqvY+kdTmktnUfnbX9/v/b29rqXHbo/YftWRWyeP2CscB5SHNPnJJO0FvPo2IMXlkxbSNxBAx0D2/m1UjIqlWdN6k+8JEOjM3LHwOvdaZFHD1xuIHS6PJ6M3rNTz+wcJSeH5kBHbb19ctQc219eRmeqY1yPFljjeJyTnCf7Ei8+lvPozl2GWDW7OZJrpODulRwHWDznINMDMHl3+fV6ve718qmKQl5awIhzJ7XuTTOz8/UTD+SHx7mGdIoJlHjFy8mvYcWAdse5t4KFO18PHPMeYxf/Hkw9a2U2nKobDoIY3D1g8Zao+zUHbATJTl718WDDflrgRjzJFlIS5P5W53u9B7d7CbBcL5LvdLDCc8mXzQvQnFuS1by1ECBL59W3A2nXP9dBXsfqLfWb68f2jCH0qQnskY8W4HFQyWu9rcai/OkfWwlIolcFeKHy6FjVwTKjO7TWTwCkaoe/FTchVzdWXUueeI0vJBfXnT37IrDiceeF8+L5RCmwCc2nkjv7508FKAtgO3eqPhdmYl4ibVU7EsByJ6u+uTYuL43Ba2h4zq9XQFIpV4DJDd8dlMZIwFbn3Bn6+klmg8Ggtra2ysnBWwu86LjW3DNLr1yIDw9+CWy78+LtBR+D8yPffEcI50IgxPWnzrp8PZt1wNEKJA7SufYObjiuB3j3CQ6wfE183RxQt+ydt2+4Pu4fHZB4P27H0jl9XlhY6H5ygHyn/hxAel/eJlW66SdSZSIlAAnMsi11g/NOlX33SQ4aXEaUocuDepsAQdXsrUNeq+/qg2+Id/4Zbzh2WiNvm2JGAllu5/655XtadOzBi2e6MuxUISGa139d54uVFk1O0h9JrMpl6uR86Pju3r1bOzs7tbS0NDPWzs7OgQxE4/H/vGP6I4BTn17VEbkDZJWBla2UZdLhuzNiG3dW/vsoHHdvb682Nzdra2sr3iNO2as+c40Z3KgDPl767i+z0udUzeGYlHMr02Cw9TnMAyykyWRSy8vL9eijj3b8tsYjLw4WqTMenNlfixfqhle8+Ebdw+Sg200+hwQ4ybdXUfWft1paGS/lQBklUKB5pETFQVDVwU28/ON1KWFyuafA1vJX7v84pvtHl0+6zaQ5Uda+NgkAOZCregCQXf4OThxspKoG/RA35yd9ceDkn5McdG2LHIQnIEXe/b+DKM6Rt1gVqxxw8I3a6od262DMwavHAfGxsLAw85MSPmfXuZaMtNatmDqPXhXgpWo2a6OQ6AASsld7HXeD4HkHARo/9avP6baI6Pbt23Xt2rWuxK5+lpeXIyhqgYXUPw3EnVrVwR/9S4FTDs6dmcvMlZ/BL4EaD/geBCjb3d3d2t3dPeCw5zk7d0RJXvOyAAdK5Ef8Mkh7Bt6qRrjhutxI1DXKxEHhwsJCbW1t1ec+97laXV2NoFTXJ8cxL+Cof+cvrVXKXDmGZ//en8AOA0YClfNkprHc/mlb7kT9O4Mp183BkdpwjwHHYOCnvDwg+3cHN60kgPP3BCWV7d2HcTwGa4I4/hdxnRJo47zSm5ST/NMa+TVp/lpffU+6SvkkP+/7iLiWTN40ltokgOMgyG3Y+WnNkTJx0O/VR34eDocHZJDiFH2lg3f6aY9t4/F4piqbKrTOZ9Lleb6XdOyfNnLn6UbgzkPH+bn1XUqmPv1FSWxPp+HB2h2J+Dx37lz3a7Icy0ulPr95JUyhZGbOjr4FqhLYcsdAmfp58uMBj2CHxnHYOlU9AFaLi4u1vr7ePfGTDLflLBKQaemAy1TfUwWDpVo5CpaWk8zVp+bl4/E8nSb5TgBR462urh7IEp3/VOpW1cuDm/OkteJPEXi/PncHK/4eIa6F9+eva0/yIo/sk7JhQCbgdaLuODj35EhtZLe8ZdoK+C5XfU/+gfMiz+m32hIQov/x9XfZOL8JJDhvXBf9SnLyI+5DkzxSIHOgyHYOQOhn/VyyobQeXD8el9xTFcN1iT7bx3Z5ih9fA58vyf3RvMoK14LHOUd9TuvOBM3lS5+9v7/f/bSExxLy63KlfA6jYw9eqioqAdGzK0UypqqDu9i1WMlw+MdF5X86IP1fWFio8Xhco9GoVldXq2rWcDy4zwNLIvLX4oX8kBLg8iDkoMBlLH51jfNLg/U9IJxrWg/9vIAMRAGX82gFAMo2yZJtaGjJ4PTYc3pUncba0q3krMi/Z0Y+vuuGB1e146O/ST78fPPmzVpbW+v0kLS3t9e9kVS8cB8PeeHGUX+KosUryZ2wZ3MJ6HGtHASnQKK2LZkmvVCfOq//0gfnif24HbJvB9wi6oZn8j5GCyC5jlOnKIvWBu8kS/02nAPKeTxwTkm2DkzYH8FaS07kL51L1Sb/7wDaKxmSW1pv9TvP9tPcZSM+f/JJm6Md6b/6EDBPYIAJAPnkLSD6fVJKSAiG/W4CKSVMHhNbfsDpVQFeqvJ9YFFyBFUHN/CqLSkh+F6vNxNEW2BHhk9FomPmfg8FRfZDA/L3a7SCtWdW7sg0Vz5FlfhRX57ZOgiiXFKgIL+t4Jwyf5XjB4PBDHDhereAgsuFwMkBSTIkB7F02PzvgcJBUMpAOP8EitVvAqt02ORTPPoP64lYIeI6nDt3robD4YH9OwSZHlTcme7t7R14HwWduUCP8+HjJaJdsZ3LT3LifxG/e4bofsL1l+vh5AGS+sSg4UHWqwQOGNi326HLxvVQfDMoyVf5e0DYt4JgSzbkj5tC2T5VwNw+OLe0hvRX7se8IpDk5eeTr/dxRPwBWc7FgbondCS9J4bjcHxVKrh2slnqyDxgTVDnRN8gW/MnDRVnxBPnKB+i+Tlgcn+9vLwczzlPaU5HoWMPXtwhuMEcVj3RZ+9T5G0YqDmOP37swZ39io9WVsixkwInh+BzTHOi0fj5pGTs18HUvDnQkZNnjp0yN/JIEOMZQGstEqBhX/xhtul0Ovc2Dh2BPrOU7M7FszY6aF6bdMt1lWuY1oG3rByQsj+/neV6SEfGdouLizPVFL/O5+3r4VWqlJ1xLVzuPnfKveUcvW99Tre6xGuq+BDQJhtL/ibZn0Abz3lfPNbq28GqyG93sG//zDe18nyap/Oldpy/ZEedTJtWCUQcOCf9dlBHubhP4/UOXAg2COq8P/Xjds7qIcf0KqeIIICyon6576FOiyd/KtCBG/3tPN58vLQ26suBosBXC7j4/JNMfM25npTXYXTsN+xWHdyn0jIKDxZEuxQyjY6LrWuqZp9OoiFT6dOjzOTZn4Rwh8Tx6VQ4VypZCuAsUXpQY59eDvaAqfYKbkmWXg51Q/N5UYaUSwJWdAocNzlrXkde/OcDfK3JjwAHM1KCGF8HBwhuoM6bkztVpxbwcYCk7Km1kY79JeL89F3BiT97T6fvayZZM4vztdP1af+MiCBL58k35ZWAddWDl3hRh9Wegcp5cKdMPaBez1tvD4DUrarZJ5GSTrlMdcx9D7+7DtHmBoPBzA80kj8HAgkkpuSAcnC/mgK8PjuImTd3ByWSIdeUY7ttOJjieQcADhLcHnSMPoJ8pv8tW6Q9SS7JXryNPwHJNfbKWHptxeLiYucLSX49KflbpxRXE6WkJdGxr7wwI3Mg4c4yoUWd9z6rZgNEQv7sW0QULadJ4245Rw8G+u7AiGiW9z09E0+gR317AEjAIwEu9u99uEPS/1YWy/N0pFxH8pKyb3eo7lx9HF8r9uXlYHeUlJU7Oc2dffkGVfGXZJb0yj/rO52L9EtPf6RqoOu6KGXz7vBId+7c6dqyMpN4Fijh7STJpJUtJuA5nd6/bcjbTi295Hx8zlwfBiVftz8P8Ew+hnon3WZSRX9FMOLXsH/221pTt4Wq6n4EUPPyAOn9eZCXb0jzSACkJS/3obRHBrvkT8X7PDtPPlptOR/6yeSzGHQV6L1Pl4d0W2DdkzSXMddD9ua+h36Ht3WS73Z9pY63YiGJlTl/rw1Bu763Eql5/tXHOwq9KiovLSTtbWiYLfAhcufiDsmvlRL6bQ46IfblWVkCDL1erwsSyakx41cbXuvzp3yo2Oka8qgg1JKD80xFT2O4kdIpkl+254vNWsbYWns+Fp7mmzaIMmva29ur8Xg842DdMdDAxSfXxjcqUxcY4N3ZzAvWvpbSPTpgr1qwv+SEdF7vefBMUJ9TtUKgnU/G6JpUZeAacC4OVDVW6906TimDpB67HNlHAm8JIFMODDQeZH1sB+Q6xj0X82zSx6Y/SLLQr1wzY/d1bwFHronPh/9dn902mXDxHHUr+UWfY5o3ZZ/65ZoKVLfihG82T+1oQ9RTlxWv90etXdYOVPVZ+yX9FQKssDrwpi/hHkbaBNeXVUm/xeu+guOQUgxtARfvdx4d+8qLO+t5iky07H2koKo+iOzd8NWGb6Pt92dvUXAMEQ0+GUiqWPC79+fvbeEcef8zzbOVDek/g6oj6zQX54H9qb3++xMscvS+rs5TmgfBA+dP50FHTGNlXy735KTpbCVj8uFBkdkQ5ap+yX9yEKlKRHkI5KZNscwQqcO+70RzT5WH06dPzwBNz8AkG2ZvHoTpqCeTB0+xcHxWV5JDZFsPXJTpUShVQVOQ5TnJsJU0iAcmL+SLgMztL+m+B2ICw2SLHtx5nmN7pq9rqeMk91Vu05QN50TeGMi9T8oi6Y3aO7Dh3LSWHI8yIpB3e3P9TImUg2nfT5XsNq07yf0vbTP1yXlyTn7OE5F55zl2qsIR5KRbPpyjz5UV11dim1WvAvBCJaZhSUF3d3drOBxGI1Bb34GdFMcdlS+8FscdUxqvdYyBz8dwfrwd+3VgM68v58ezJM9gdA0dDh20Oy71mbK98Xg8s7nTQY8HK47XcpS83ikFKR7zzFHHmFUmgOFBkIDGx3GZqq/Wmvn1LHtzXfj4NmWZnKYcit+GSYGk6sG9eW5IJBjmuMoYk04ke0pEm5ZN6XgKXnT67iR93ESpjYMyfaaDTqCcfykYU2aamxIdXyP5FQfdSYd0DYEVEyquGW9nux/iuhGseILCeWjMlqwTEGTFKs3F5eXtWmMdlvi5D0mJUgsQu755EjWPEnDxBIC3qPg5Jdxuu1ofr0yLx1Z7Hde1npC4n3Iij5wX/6vfedWYRMcevLgxEUH3er2ubFo1uxtcQTXdh28F9hSwycdwOIyovuWoHaykObgikq8ELJxvV0APJskA6YiYpdGBtjI38uKZkbclcDkKSfnngTqOq7mIJ3eenm24XNSOQUskg/Q9SC2+3FE5ceMoQaSDj+RMErBqOR0+BcRrPejSDtKj6pQRnX66teO8ak56zJry9ADh89dn37ugz5Qn10ZjJ2CT1imd87FcV/jZbcB9it5WSp3m7Vn25+tDPSLA0bU6NxqNuj0vkmVrg3QChfRPBFzu+3xjtq+F66LLiGvhck5yJ7WAp/s0AmzKzAGnkwdbJk4M+JJDCvyMMUxCvBLG6ziuf+ZrLgiuXOb681dEJJ3yMVvxxOd2GPBsyfEodOzBS3K2FKhncFRaV171x779s5RH47gyJSeg63yR3em1nAYXnpvF/JzmK4VmEOQfeXcnoQDkzojkhsBx09wc+Imvquqy9JShu0xSFSGheToWrk9qy6yKjogB3teHsnHdoX74eKk0K+KGPwfTGs8fN9X5Xq9Xg8EgOnlWLig332Oh+fB6PjFEnZJMvGrFAOEyo3yoM7Qh3sMnMTh4dciDqoi3rlobl5NuzwOJBFqt21sOUlrJkHjSPiXfj6K1SImB25aPJV3Z37//FlSudZo7bY78MjDqGgdOBL+8LcP1SVWHBDoc8Pm8vY37WwID6isDOCuUCQA4mFY7+gJPyrxy43OjP21tOveqGdcrgW72zeTL4wL7Sq8L8O/ym+KVfKT1SoldWts/Dx178CJKhqxybELauobo2TMpBgA6Enc2JA8eDqI8k1FbR96u4HQEoqQ8Pjc6Tg+MHCdVP9zYEujzAC75uNNx/igTlhnpHN0AUvkxBSUZqTaspeqOG7eDTQfAmmPrqSzPllsgpUWemVXNZmyUuwNoArPkTOaNR8fMeVTdz9ydHzlqr4SoL39lvDtlz1ZT1kiwRp68cuU6JtlrL41Xj9x5t4IC+U4OW0C3VTFMoKPVTucJtqhDWtuFhYWZzfvuC9y+Gbw9s9d/t9tEaf70qQRiqYJMGXpQox1VzQZJB1f8n6qpBExOCfgQRNP2Xa4J1IgOe9eOJ6+eEBIgkD+Sn3dgSZtnIuj80yZ5vesaE6SU9Hg/zhep5QOPCmyOPXhJgqAh0/HxPJ0uM3+vAlTNvo/BSYHE0WkyPgIKBxb87KDEDd6vbY1NpUwZS8pa1IbXOf/pFf3MvnzzqnjheM4X+U6Zms7T4bOPlpGIp3kB3TMcycirL34NHRt1hqXgVOlJgbuVZSUgW/XAibrucX01RivLTWvO8+qf3+UkUzbmOpwCqvrguAI0zgfXN/XjWbMAhf8Krs61HDv59wBHuToY8nZpnRzEeQATH5pLuu1GnUlPTDnPlN9wOKzBYDBj4ynhcuCQ5sI18AQiARP/7P7P5eP+ruUv3XeIZwVeztN9l8b0RI5y8cSIVVGRQLoDf1YRRe7PPAHRMSev0hBkJfDVApq+vvxPHukz6Le9ek9+GCM8cWpVi45Kxx68JLROR+H39ul8PNtjYBZxER0A6Lwbizta8qVrGBwczbqyp8ylBXBSGXNeFkOSfJjV6z+DJWXMdtevX6/Tp0/X0tLSAUfhY3om4kbqMvAqhO/0d8eja1z2Tl7t0fjq2x0RHYHOuWObR+Qz7cJPJVjx5JUDr4p5RSP1749OU85cAwYN11E6TrYVny5Hr2JwvVMFjNcnkO2gmrJzm05zdXmn6hIzUAf3kgkzX47jAZoBxIM8b7GRkuz4RB55YHuupT7r5XS6RZXArPPgQb8FGNKaelDzJCaB0KQ3aY0lZ7VjP+4zuW+M47g/5D4YrQltLdm/AHLy20kHdd7BJ5OdVoKhMRzspPlQd3nMQTZ10vcBuVw9CUn2R1n72jvgPSqQOfbgxSkhzZZyORhoGSSVzoNscjxpkZNBqw3vidJQklG7Mxf5fFso2fv1461SOBXYA6r6OH36dO3t7XXghUCO11TNgjaOkT674SQZpWpNklOSq2erGksVBvbLH7RLxi7j5K97679XdQgs1I5PgjhQEk+j0WiGT51zHfVHlt1JzqtwURbJNtRvqpjQWUpelFnSf89uk+OTvD0zTtVFgmu2TZWwNHc59JZ8HPD46whS21TxIL/ih7ZBZy850q6oe5JDmpODFspIwDf5N+qO1p8A0skrjhqTAdWBjtq5LTvIaSVk3ocDSMoxVVw8oBLwqG9/b5MnS27frpMiriXXgvJjv+KBt2Ndn9yXJhm5/BNPnGuKD9QV6hJv5yedaNnDYXTswUu/P/sIp/6oRFWzjzNTuRzlu3NWoPEMTY6br1n2IKrxkrKIP2+fAgSDcOIzOTIPNslZ8LvzR0rXKOtkgFtZWYlZuc/b+03kGY2fc7m+EqNI43og1DGuT+rfwZSOaa6shFXdf8pE+kmAwnF8DwFvUbAyuLe31wVNfzw5zbff79fu7u6BJ5sSWCKobskuVYxcf1ulcX6mraqf9Nim6yUDsN8WYvBgcBZPvmbOl3hRHynAkYdWXw4EW8AxyU++RdU9nqfvSAFFVRbu+6PvY1+61gFxywY9sDtoSHuoXA6UNeeh427fnii0KoZeGU4JTEpofN38c6sC64DdAbTmrjjC7/N4cLsjCNR32bGD+kRu32mcFDco7wSCe73ZnyjgeEdJTOfR0WrZX8WUAAAdoTsjfeb1WgA/T+G7IhKd+3EtMJWBgYhvLlXf7vTJm/pPAUftfE50uA66KCMfU46S7SgTV27O3/cauAGkTER9u7HOux9MWaQ56HhaJ6eFhYUZcOBjpmyZwMJlr896O6ZTSxZcJ8/wVI2RnNgvdcvBjvrVHzcwq50ySr+9Sl45lvhkQBVJLtSPlIHSiRPEeVBmYE16IzkTVDOY+K0AB0bij7JKoMazUM7N2yRKgSjpZKoIEHD5uVQt4Bx9LTwRSp/VjvrtQItySDbTsvFk/wlYaAwSA7UDAc7f/S7HcDt3INfSMV9vJgmqlA0Gg5mE2OdAebp/dj+fdGl/f79LVlJ8S9VI6XPyDynGtcb3Y1zz5HPYrwPcw0Ab6diDl4SutWg0JgqzpWD67kHPDYKGS4fLPnRd4o2ZhSuGO0d3IsmRt8YnD/yuvvmdY3tAceCWxpHTT9kdja0FJsh/q3LQap/ADx2/l1k5B89qdX7ebYZ5xsvMxGUtPgms0q0JB2bqm6//F7+Li4u1tLQ0o4seHLWuCvR87ThvOY3H4+79I+58KBt+FxEMeyCknhMgOMB2G205VgfjmhvXowUsqJfMnvWZr0vn9Vw7B0gtcDwPNCegwPVLfqiqDoDGpJ/pkXMFfMlPgVDjJkCm/loBLX1vBacUpL0C2Arc9LEOTChL58P9/mHH5gVV+hL6NN7O8fm6XCVv/vd58Vrpl9sjbdnBi673PSi0L+pPAn/zZKmfSvE1S3L0+KVjJ+Dl/xIX0AXkDrTqgcK2MqwEBNICqV8HIVQ6P84+fFznwRXTnVlyMlRwzwJ8PmlsXuvydP7YP8fjusxTUs98VVEguEvkzt7Pzfvu16WMWOTvhknXtPjo9WaffCAQ4nfe6qDc2U6ByG8rqYKX3tdCYkY0mUxqaWmpBoPBzDmCJO71EE96WsXn6E/hebJAXXNH7hWedIy8pfdscD3cpv22gYNR6naquJJfX+cEGEiUSwJRbn8MGg7kqmYf0+WcCLo4H/ofr9SpP8rafVoCB+5f0jxIDhL0332K9I68pDFcHygf/4Vk8s9b/skfcG1Z5XOflnyS88G5uzwEdDgH6p0qK574uF4QMHE8jtPaBM64kvyr2y3nIV8kHpVIURapwu9xwvmdR8d+z0vVwdsoDPYibkhzQ1XpT305UHCkzj026of/3Skkw6TRtMqd4stv4/jjq9PptEajUS0sLNRwODygzGrjVRGNoT4TD+zHd7FT/hqDAdidK+dFp8p1oaP1YO7OL+0NaVWgWuSy9Pm0Ki3Ooz4zWB72tJL351UDry5JV3jbxzMvXpuyOs2rBfTJoxz6eDyuwWAwE/gdzLWqlDwm/fBkwtv6OdqnO3cHNb1eb+YH6dJGVK86+ZipQiceWsCX8uft0xYIb/kOBx8elAlauPYEsQK8Pr+0fuqPwMjnzrVgwuY2Q9Ce9C0dS/rnfpKbuekrUp+UrY65LFuBn+Tga94eKeppq78E3Ni/V6rVziu7vC7x5OBcfbbI14E8tCrCDkrSWjggPypgmRnvFV/xVUYtpUmGP++clNyDiQdsBx7870bnRkIn4uP4AtMZOLBKc2Jffr3z64rZAmtODhI9cLnyVs2+ATLxqc/61WYi/FQB8wydY82r1rAdx2UZnk6ZASD167eJ1N6zmuQE5vHK4MXbFOK1RcnRuH7S+UsPKWe2U8a6t7fXvWJe68SyN8GHAxH2SR5bQcczQ7+d5wCHQYn6xgDAa6lfCtjc6Nrr9Q6AWV3PJMIrVfPALeeViP5E3wnERMymCeC8okTdUT9e/eN1bMfkQvym/RGUlz47YNJcnF/KlX2oX692+PkkK58LzzmQpg1w3dKtFK4fbdHbJN9NHrwPb+eJhPjxhERrw/5EnhQ5EHFZUr4klzf1QDo/GAwOVHdcX52HVIE5jI49eNECtB5TVJsEJNzQUmAk6qYBeFbmxMVyfggSWN515SL52J4pD4fDGTDhhuuAg4aRsmYfo1V29fkzG3RHxfMKHgItPtdWRYNGq+s8qKdrnc95bblmfp+ax+eBEt3W4a0ZdzBpfO/LgQzXjeslG/BgmLK4efxT1vv7+zUYDGpjY+NAMOfvEiV909ip8sPqCx0lSfNJpXSCB7+eNuyVq8OyP94qpA7SB2g9FhYWamtrq15++eUDAEZ9cS7zyG1Q13iAFKh0wMYxuD9CP0ir6z2Acgz6P38XCYmAKAVsAlCvGB8GYjgvAWv2I6JO+Zq2vjswo35wrq6v7jukCwkctHy4jmk+DtK9IsZ4lgBWupV8WOIm8vhGH5qAoV/r4JIy8orgUfiZR8cevFTl+5FaXDcwR/xJqVNmoXHYV1o8tSNA4TUiOiGSgx0FeQ8A85wOgwOdGq+bV+J0uXo1h3NNfaXA5Gvkn9Wf349nAHen4/JP/fFzMmR3YPPk4pUmD448r4pF2vvCtuRP3yUD9ufXezbNKgJ5c+fLDNkzIsmIoIPBQzrGx7J1DdfE+/Bgyevo/D3Lo267fnl/PhevinADI0l86lYPK22Sa8qap9NpbW9v1zPPPFP37t2L549KHghbwCH5Jc2JlUC9W6e1H4rrryon5VeVN8GLh5ZPow4lWTuArZoFW5wbwaLrANu5vXplhNe2gA11VGM6QGHgdt1XG9pca/2dDwcp4/E4JhxKcnmdV4X55KTLKum9z2seYPN3ybCdkx9vxc3D6FWz54X/Sa5oSYGZFXhfnv0kSs7YDdXBkQzGr+Vnd1JU4DSGjrFKwAw7zdMzIv/fOsd9BTQUOnoaXioriu95stP1bCtKjyL7bb6UnXrw5zipOsLzaZ3Io2g0GlWv16vRaNQ9DZQqVQ6IBFbntW/x19pbQ4cuh+8gMDnMFljmvNO+JY6p/pPuuk5z3mzj7ciTJxYe/Jx/yuIw3uXcHWCK14cffrjW1tZqaWlpJhNO69Vy9KTkXxzUpbayLQERARfnJfm+0WjU7WlaXV2NwZnr7XrgCYQHdZ+H1oyP5nPNCZI1Fx73MbwS4MExyZS6mzaC+3prHK1jGm8ecPG5U24eBzi+2z/55Zi+nmkDtPPmcS35Xc5ZgJe8HQVoH6aD8+jYV1580QlGdMydCRVQx4hAvQ8abAI17hg9S/DSoPfp8/G+U7/Oo475WMwWOD7l4/NrfXcn5n+UgWcEh2WmDgI4P2aRIs+U6Fg4ntrJmbs8dHx3d7fLuMizkxyvxkvvN+j1ejUcDrv+k6Np9a1z7kCTXDl38cx19TYsDbt+pjEcwPp1koW/i8UdYwtsab8Nqxs+N4IlB1Xz7JxySxUs6leqtiVAJwcuJz4ej2t1dXVmjmmfDsdPgJtydftPyQHn5YAmydKrCJ5FE0iocuNBz5OpeUDL/av6dh0Sj7ydQhlwb4UD8Ol0OhOkXVbknTxwfD8vYvXXx/a+6XMTcEoxg4HdZcV3gCXALEqAWmuXkgQnlzeP0T7SOqb5O/Ec9b/FT6JXReVlMpndbS8nUzWbSSYU6sqfgjedQULfGqdl1Grn/bcyGo3DagoVnuPyHB08r0/BybMAZjgtg3dQxXFTpk+lpgN1o+G8Re7kPbCnagyzEu/bDUxOnP1IBizBi1ryp+PXHPVf+5Bawdt1hpWHVsY/L9vReQEm9k2b4DnNl2uvJ4tSYkC5qA/JkXqk8xxP65BsijIi366flL0+z6vqtSoivB3hL1d0/XXgXVVdZYDf/Qkmz6jnrZvbv9bEwXySr9uo3z5gO/LT7/dreXm5hsNht4a0IY1BXWGfzofbqI75unl/TgnIUXfcPwm0OWCkbSaQkfyextaeLuff50r5c27SK/cbBC2crwd7fqYeuh26rq6trXX8t+TqvOqz+3QfJ/lwyuIwYNvygy069pWXqoPVDa+gqM28cqi+U3nnnacStQK8jlU9uB9J40sZn1cpaCzkgX3QOLyKlIAWFYwGmoAVZUZgRJRedTAr4Hj6TIdG50pe3Mh5vQeg1sZCjpOcRQqqBC5yhgk4qFpAR83yKtuSlxaP4kHf5XQoa+q2MjPKxGWkagj3Dei8O3nKmk4z6R15ZyCZVxFxZ5j0y8GBeJQ+EMiyKqA10rwodzr6tI4usxZA4XzJt9utb+h1WTmf4tHHpHxaduQAxHU7VTmcd8pJr1cgoGOfkqP7Lo7JP0+OvD39WPKxXGPK0+fJKpr7OtmRt1OfvL1Gm9L1rPS6LyJfrML6mqRXWiSfT7mwepLWgW39WNWDlximtZoHwlxGDmqS/Ft9uU92f3RUelVUXkSOcnmMnxksuUgeiOkcDwMCnhV4hpD4TO8l8QVOCNerDhyfwdB5cTDn82DfDo4oIwaE1E+qjswDEi1H25KJSOtDsOp9JQfJrKolA+qGP/VCSuAkOQAS9ZMVEcqPfXv1kGvk+uOfmZ31er3uxyaTrP1a9e8VIvXhwJn801FLlv54+bw5OxCUnrBKxOqUjrusqRcEmZRj1ezGSR1vPQad1tyBtdt/S49TQOJxzlV8++ZjPsbNoNkKug461SdviXHtEi9coxbfDqKSfvrcuT4uSwIut2mC1TQWwRLn9uKLL9bS0lKdOXNmZn5uwy4Lzk0gJlUAk191wK82moN0OVVhWd1zfeS8CZg5/xQfyUeLX1HSc6fk9+iHXCdbdOwrL0lJ/d0NVQczPQZinSdiTo4wAYnkXHQ8BQk3RA/o7hg9yB4GkhzAJBmRB7/eHVECAQ6OkrNgQGGWsre3NwME3HDdISTygOK8cC4EbOKNzp4y93I3+0mBIBmhA6kEXLyawioPAyZ11R1Wq1pAQEuaB9Q8cFB2SY8SUHUZU+6Stb9XhUQg5EmF61vi39fLHWySaZKPJwaUL+WdKiZcE76rqJVtu627PRCo+DiSsVeldK3fdnLA4XNm9YG8OCDwgFR1EKy7D/F9QD4+r6NfS75oHi+006Srflt5PB5Xv9+vpaWlmX6pu62A7vySB/o7AqbkD9xH6W3BvI79J1tI8nR9SzGKcvb27l/cV7psWnzo+2AwOPATHofRsa+8eDBmZqDzzB6JAFuBqt+//0p0OQ+1lUNJjsiBCf97O+4RSMHNEbT3x4Ai/hNPCTU7vzrOikpyIFRIZibOg4NH/yl3XU+nTNDQep9KQvupIuFrT5kyO/I9Ck7uNFoBt3Wd8+NAQJSqLN63g+p5PIn4KCyzN/aZ5NVyjDqf5iuePKimp94UXFoBizrCgCLygKx2o9GoJpNJ99MH86gFKAnGWBGbt866Pr1riAGT4ziw4NxY+ag6+OoA539vb68WFxcPvEMk8Z38CO2Wsk5AIvk1H8v59IDamgv9CfXDAR3bJpAxL2lIOnnx4sXq9+9v2CfRz6agrzkTGKckiuuY5uqydjm3qhTyXS1QkXw9ZUVePVnw+c2jls7wPO3oqFWXqldB5SVlfV4x0DEd50YuXsdrGBzceHmNK4mXgVOZ0R/Pc0CUFFnf2Tc/J0DDPigvn+O8MuArCWQcj33qvnJyxOTpqESDkPwpU64j//tvoEj2fnsgAd2W43FjTE6gKv8MQdXBe82qTOlP4MOdrjt79Z2cdgIqXnIWtXRdayoQ5YHCA6d0OwUqf3kZx2CAS0Dag7rPPYF4jZk++xqkgO9VCR3n9V4F05qliod8UKqKUBdpqxovvReFnxWkk31Sruzf5ebjpnWkHnCt5vnJecE7XecgN13DeaV2TAKVTOldRQsL93+MVK81YN/ux1u2xSTF4wlfUulP5Pk+EJeBvzRO4/Gvpesa32VEW3G9TIAv2VMLfLBvzkN+1PffHYWOfeVFxAVpleiq8tNHjjDVl/7T0TtYcaIy0KDTBmD27eOnDIKf/RHJwwJJ1eweHlcyPj1BMMTg5zy4/ClPggsCCwd8h1UQxHfKvnwcGgmN0zMiD4ROCeD5+N7WZeC8+iOsHuQZyOjYeJvC9ZX6zuqZ+OYPuDHQzKs4cSy3IwYCfadeaz0cCHKddB3BD+XLLFBted737Ahc6BaNStMEKOTPbYWgklk258u1TFUslx3XMlVwKFcHBrqVkeyXPLJff7zfs2yXNWXLihgDHflle5I2lrptzfM3LYAj/qnbrh/sn8ka7ZXH0zp6Hy3Qy2Mt/0EdSmtF8OdJts+foLyqZirWXJME4lt96jrXu0TpWrc98sk2/jmNM8+/t+jYV16oYEKrEp4Hk8MUKGUXLRCRlJSBjsfSGHSmHtAdtaZx/bgclzstR9acPwONP60ho/MKh865wyAvdFgpe9AatSoIpOl09r4+15h8O/m43IPgT7OkeaZ1cb5ax1ug1vtKa8nP+vn5JEOCKQKc5PzFl+u/88y1F39+jGAogVBfU47PY/rjL2O7fnrFiQGfVYTpdFqDwaDbuyBZJB4SPwR76o96lgJFmr+X4tm/3z7yypED3VRhob4ku1Rb71P8JEDk/71NAhp+zAGB6xznMO9pt5bNOcBrgZ+0ztShlq/XNUmGGt/BlJMDQMqQ4MH1RMcTEdzS33mlRz7SdZs+Qt/dP/l31+ujgo5WnPJkreUfEx37yosWNqFfIt5UinVQomtpVB6AeV0yYH1OZTmdS2M5Jf7mBXoCoZRhOiByh0CD4nF/ZDj16QFzHnnVi+OlKsw8gJn6ddn49f5z8ppHq6zJNwnPyyzoeKmPST9S5i4HxFszetGd75Ggk2Q/cjypsqjqBMGqZ/AOutMtGQ/K+s/sX+NQXuwvOTYH6lwfOm46bdpn2hslIqhjn7SRVNHTvDwoq3LllVgCF/HGDDqBD8rOwQrXnnKiz/Ogof7df3D+yVbIH/XLdd+v8TZcr1RBUmXRzzkw8L4SuHLQxHF9LvrjuC4bgStPAp0/9iNK/pVA38GrrwPlRZ/q68rrq2bfMzWvIuhj+7p5fz6v9D0BSPf/qQp2VEB07MELgYLIFSspS8q8WvsS5LTdWNiWQdCzXm/fAgluvFU5GJC/FBQSIDuMHxqeDNTL3QlIuKxac5CMW+CP1/t3vveA/DhPHtQSf5K1HpfWxmzvm0DCdSzx77L1YMo++KirG7fInzrSf8nQb8WQ5uk75ai2lJUCs49JubKvwWDQzYfVF47LVw8Q5KZ1SgGcc0nBmiAtJTCUteufgN10en/TL2Xitwt4y4af/WVmHsylvwpi7F98t/SIvHJtGYA5Ln8WgEGZ15D8mAd3v+XB/xw/ARUCctpSWje3Vc7XwUcKfm5nDlCcf1+n5CeSvvt6VN3Xa4JU96mSA2/XOkhgApF8Ah+f1hgOZlq+xOfvgM5tUkTbd1/WAiEpzrFyleTcomMPXliu8wXo9/szu/CrclZRVQfASdUs0mUfrcWTg3J+UpZNpOxB0A1jPB5Xr9ebycQ9oItfv57GoO86lgzb+TgKWDkMgFAG7tgPoxTAJDdlcTrGNpKTZ8cKpqPRqIbDYbeHwvdaeLnbeUqOlnObl+G1Mi+Wg3m7ImVUDtg5Puc8zz6oBzxOJ+vH2d/CwkLt7OzUZHL/KR+BNvbr/9WnV3v02d+Xofn4OiYnnoCL32Lhugq4qHLD9dJ1rMhRFrqOOki+mAToulZlbJ6cubZq50Gc+6lS1YH9uK46cCLPSb/033U6gQXZmq+Jj0WdckBDvlsVNP5PvDiIn1eFd7kzEWbiQDtNj/Zz7n6LT76c/mAeqPR+yDt5aAGjpGeMA+RN3/1HPecBI8qq1W48HldV1WAwiL4r0bEHLywZu+L7IiZUSCOmg3dyw+T1GpPfvfRIZ0bHRx702QGJ8+SG6rz4ORosr3fFdaDTKg8n5eN8HDwJfPEvOVUHNQQClLHInyBJhuUAUbqi303h+O7kFGzSC+oSCNY4vjlV7egYvZTsPDCzb+kYr3Mg4rc7ePvP12ceqKAOUe+o01qjdAtCc1CFRkS9pm042Or1el2VTH0n/WsBFwYRkn66oerBW3u5L0Qy83cVkT8H1u5zuG8mVc8oe9pFqnoxaDLQ+p4gtxEHjq5L7tfc1/jnpDvUcZ7j9cneU2VLckv9uF4RcKZHzBOgSHNL9kTa2dnpqrS0I42nhDUBdAKQwWBQg8Gg23un47QrBXd/ylDHmLhR36gfiXz9RbRb6g5vMVPm9CWeKHrFVYBqd3e3bt26Vf1+v86cOTMXAJGOPXhxZ1d1UNHdcOhAWmXIFtHAE+hIwMIRNIONyI3dFcbnkpRRfSZQRP7ngRx3zFJKBmCXIY+3xj1Mpi4Hl5ODrzR3N8JWBiKjSiDRia8ZF/ltMPWdggk/83t6LwiBS8uZu2x87p7pElykLNFl0wLuqdLV6/W6DE16wrfv9vv97rFU6v54PO7aERg5qW/qHOckYEy+k52nfsfjce3t7dXS0tJMSb6lMxzTK6q+TgpmkhEDK+3Fqwuuv8k/8DN/v8b9GH2gVx45joMxztP9KMkBLPul/TvAJ/8OltIcORfywsQr+Q/qFtvMG48AJIGdxDvnxT1IHguWlpZqOBzWnTt3DvzuEPV4aWmpS6yUZAnEOBAmb/OARAucuSydOBZ13CugOs7+Kcu9vb0ajUbdLfqjxoZjD15EdIJCk8mA2J7n2IcrLw0nvUMhgQk6Di24lIpBxMGIO4sUzD17cwDVmlcCcakPGaYHDaHuVrAhj54ltebl2VHVwcdlq47+iCrLud5/Ao3pMw02zScBGs6Vsmg5f69wteaViEHwKC+AotPz4MlMlZQcMs8RnCTAq3XgsV6vV6PRqKbTafdyNemUk4Nh2pfkyt/AcZDhciKYqKoajUZ1+/btOnv2bK2srHTtNZaAE7Nkd+SUofrmGAJo5NuTLe9Ln72SyGtTxSjprOuD+wQPsAQjSZ/n+VQHLh7U/TrpDvlJPPr6+1q7fJIdtWxrHtAh/0tLSwfApv8XD9RPVWvk9+/du1fb29udvkn/J5NJLS8v12QyqZ2dnbp7924Nh8NOD8+dO1dLS0sdiNnf36+dnZ0I3Ft+YF5cmUeu+zrmt0CTXPV5MBjU+vr6TIXqKPSqAC9UJC8vM4DQgbfQugcfBzQ850rSKvWrD8/I/Fr27eTByuftbVvKSifBNnRc7giVUfPHykTpiQfPXqryHg3u3amqmTeFEuBxHwVBSut+egoIasdj/v4YZrzqyzct6xbGZDKZ2ayaQFJrfST/ec5mnnPp9Xq1s7NTy8vL3THKJbX3DJtrQF492Oq9IzqnNWLfmjuvZRBgYCQPAjjsk1UtVkREBCQ8Jh3Vdwd4Pu/hcFhra2vdLyrzVQMevBz0CXAJyFOHXMe4PiImRKliknwBfUp6fJwBXfrZ8l9cB0+g6L/IC/1GAhopMaDOuS44Jd9L+bidtpKCBJ68SiziKxPS1gOOQV9DsEqfSSC5vLxcvV6v7t271+0Lq6qZIK7qn0CMXpa3srJSg8GgxuNxXblypV566aW6cOFCLS0t1eLiYp0+fbpWV1drNBp1/fveP86b5HJLsbHlT9lvilGJJpNJt7eQ1x+FXjXgxdGn/rvxeTCjwaWSohTSDcKDf2t/DSmBIEe27gRo8J4Ztf7zunTO+XNFpBPb3d2t8XjcZQt+bULRnEtrfMmMxxTAdJwOw+XiJXevIDDbE9CRPkg2BF7zSqdpDwv7IrWcagIN0i2e90oBK0hc25WVlQMbkhNA8bVdWFjoAIk74aQTfiuF13jgFG9cV3eGuoXEQD/vFp5XEn1e+s/fhEky9yeCBoNBbWxsdONpLAehrHKwrQd+zYPfBW5YgVHfaX36/f4MmGeSxcoGwRnBj9qPx+OZym6yfQITgrbkoyhProeDUfc5+ku3y51vrrf7WF9TytCBHu1b6+U21Xq5nvefiPGA/mk4HHago9e7f6vkxo0bna0RlPv7phYXF2t7e7t6vV5X5dEtzQsXLtS1a9fqueee6x7eWFxcrPPnz9frXve6unTpUm1vb9fm5maNx+NYxeR8fH6SCdulRC4lRmyb9vCJGLME+o9Cxx68UGHpgN2htpSdi+dAh9QK9ikws5zMwJfKuFp0D1z+2HYCHoknl4FfLyUkjw5yyK/fx1UfKUjPC7YtpO7ZwWFgy4+7UaVAS5n6hrv0mf34LSytCzOJBGKcDtMpzY3HUwVJfCaQRn2j7NP7XeQ054FgAoPDwLmDQma7bi8ELEn//RZE2sfDtrRjBisHPl69kDN1HXB+vS8PhjyvNmntDgO2rAh6cPe2HnwdSHmfXlWQD9A8WuDVr9X1BBiUjcuJ4zg48jHJr65t+Q3nzUGNj6XzaeM6dZfr5UBMx6oegNnhcFhnz56tfr9ft2/frpdffrl2dna6Tb7Ly8u1t7fXbdT1yoxsczgc1nQ67b7fvXu3JpNJnTt3ri5fvlz37t2r1dXVunnzZj333HP1+c9/vu7cuVNvetOb6tKlS7W8vFxbW1u1s7NTu7u7TZ/kMWge+PAkgn46VXTYv8uQPxp6VDr24KVqtkxNRfQg50GRRp6MxBVWBuWPkrqC63va1yLAkpwsxyI5b2lenEPKnlJGor5SIKqq7p6tfuyOWRRlSSCUZJdKkpo3kb1f5waTypjer+Sr610u6RaCAwPfwU9yHggEfW34PYE0n28K9D4WeU6OiH2J0q1G56GVWXkQor14iTrZlcZxG1K//EkKn7vrKHWlVSkjSOP3yeTBTwckm1efrCrRdtUmBTJfF9of+XWA0wK8lCXbu2wSgPGAz+/pnK73J+9cTp7sOGgQXxzLAZzLm3J04MI5kVfvkzrPp8MS4EvJ3HQ6+yJBr765vNVO+zjOnDlTt27dqueff77u3btXw+GwBoNBnTt3rvNDAkz86YrNzc2ur9FoVMvLyxHk3759u6qqG28wGNTKykpdvXq1nn/++bp69Wq9/vWvr9e+9rV15syZOnv2bG1vb9eNGzcO7E+UDNPTQvSN9P9HqZK4/pNaDxAchY49eJGy+S7ohMb9M7MTGjKNxPuqmn1/CJ0IFZzXemXIg4VKi4m3dMznr3OcH5XQAwd5S6CHcyYA8F3yLr95wZljuIxlqLzdwL0YmksKWO6MHYiw6uDr5+CEfaX36LSyBne6DtASaf6+JkcJaA7KdJ3WzJ2Vt0lrwmDUAjjqM2WjXl1ICYGfa1XcPIB48GViwCDolac036RrBByp+iLHLh5SVaVqtlrXAleUaet4CyxJNnz6L9mv98+1TbpD4ngpe3edcV0hUHGdUls+xu9ApQX+uZbpOp+ngy5RetqO11CP3b6q7vuF1dXVeuihh2o0GtVnP/vZunnzZi0vL9fGxkatrKx0P+mhv93d3e52rfrq9/vdrV8CXcYWPumpGNfr9ers2bPdBt4XX3yxvvjFL9bLL79cjzzySL3xjW+sM2fO1PLyco1Go7p7925tb2/X7u7uAUDvlWh+TgCaD5yQGMtoYy731ussWnTswYs7f2ZaLQcvZWEZL6FzXcN+9J1KpmvIix+jsTHA9nq9mYzQgzzn6c6YlI65Qvk8WtdK0fzecAJWbvTkl9cosKg9H6klOpdz5g/UMXCqL+edpXBlFzznbfXd11rX6X0LXuWZTCbdJjuXV1qDFMQ8eLJdq5LkQZI6k/pvZeZcC69GeiAiSHBw1LI58ZeCjpeg5Zg9q9Z1/C+evArFNRLAlk1rPVtJjfQujUs56Tj7bV2v7y7TBGIdICXQQkDloI9PPqZEIgVfrp/rRquKSJDo1yWg1wJH1HuXC/mnH0162fLPLjefu/OXgDLXxeOCgMv58+frzp079dnPfrbG43GdPXu2hsNh97BBv9/vnqqrqu53t7RxVftjtGFXpD0r8ifj8bim0we/aq79ImfOnKnHHnusLl++XJ/73Ofq2WefrZs3b9bVq1frC1/4Qr32ta+tRx55pNvYu7S0VDs7Ox2IaVVyJQNWXPjZb7Gm9fXkkd9bsatFxx68uGL6/5R1iVJJlY6f/RJNpnHEixuy/ntJmsfd4AiO3LBai9/KiA7LZjgnN3jy7XNs8dPKguiMqvJjyfrvQIvEwEkDYTCTDPikjMgNijz4fFLZW1nUaDTqnL2Ty9L1cB6w1mc6eq6P/tPJcW7+2QGH+OCmTh/bS+T6rOyRwN/3RM0LLK2xGOj15xk850ygk4JUAhNVs28NdUo2wh+MFC+HZY8uZ8klgXvaPOfqc3Mdc9tLwTfZT5KZf/cKGnni+qqiOR6Pu/0avi4ECNQh38DLOeizgzH3m+xfRF1sycD9F9u11kifh8NhnTlzpl588cX6sz/7sxoOh3Xx4sVuTvQLspNTp07NVFSq7oOAa9eu1XQ67SoolPV0ev9WkoAzN+IOh8O6efNm98j1137t19aZM2fq+vXr9Wd/9mf17LPP1rPPPlsrKyu1sbFRjz32WD322GO1sbFRg8GgRqNR7e7u1t7e3gFgL94IYpN/S/aTqlu0bfdHR6FXBXhJgTtlHfzuQIYO2BeMypUWNI3nC+ZOVk4wtXFD8sDF4z4eS8rMYDhH8jGvvJ0AEPt2Z9sq9/t4yZkTkHgQb1VO0me1UZYiIKgqUgI8HN/Jy8gK3FWzj+AmEOgBKs2bRGCTSvaUidon+Xk5WOc9oPo8/bFp11mWwvXnt2kkgxScXY5eHXKb9CTEQa3rmLJUD46SewLGKcgR7DhQ534B133XqbQOlGVrzi0bJ2/z5OR6kebLSgr793Wj7rqPc0BDn6A2rhcM5DzHfh20uBzc7zDosy3bc90ZQN02OW/v7/Tp07W9vV1Xrlyp9fX1Onv2bGezeuRe/SwuLnaPPmu8hYWF2tzcnHnDuqovy8vLMxVvJQaj0aj29/e7/qWDd+7cqd3d3Tp16lQ99NBDdeHChbp06VJ9/vOfr2vXrtXu7m69/PLLdevWrXrhhRfqkUceqUuXLtXGxkb3dmmNnTbq8hURKeHT55ZNui9MifhhdOzBCxWZRqdzNCAecydBxW0Fa88q+DllArouoc9W9iPF8f71PVVq/Bz7TKAqOUiXRetxVxKdlDsFOhSXVyIPhOpfn/2pn0QczzfdJkBHnugsKU/Krur+C6t6vV53X1ubmV039J0bIT3QeUCivB146jidKx+r5fUeMF2nnDc5Vi/p+1q1ntQQ4Bd/cs7T6fRAnwpcXB/qigcWfvcASj7Y3uWRHG+rjfrk483qM21ebO0DcBmJ/wQ+vPokuTmY5NzSJmz/7/wnO0xJSLJRD1Ru++rL+9VcpWPpGq6r666DD8qRoGie7iY94vUuD1+7fr9fa2trNRgM6tq1a7W6ulpnzpypqvs/HSB/ozmKJ75eYm1tre7du1f9fr92dnZqaWmp1tbWamdnp/vNOt0mos9SVUuPSOsppNXV1ZpMJnXjxo2qqjpz5kw9+uij9cY3vrHb57K5udndVvrUpz5VV65cqUceeaROnTpVCwsLHYjh+4q4z0ayEqktE53kkwl4WnHyKPSqAC8tBWQbnU9ZD/8nAMB+2Ib9JWDgGZBI7WmofPTVx023SbyN2qmNG7P4IZgiL5yfO5SqmnnUrZUNeXbDPpltpQpEqxSpuXN/QatKUnXfmZw6daqqHmTOkivXj/Lz4wwM5I08cs8Jj7Nk7M42zTMBySSfw7IVORS/lqA5OQ4FyZRR8Racz1PnWWL2bNmv8/0jDioPAy0J1Pn89J36yvEF+nwNCMpagVn9+XpxHK/A8DbJvKob+/NgzXMMus6z61IKGLRDkcsv8ZSAI8ehLAgguMbud3mOfSVg5fqh86l9iz+Xoa73ufk6aY/K3bt3a39/v3sb7v7+frc3Tr9ILr+7trZWy8vL3TXb29u1t7dXa2trNZlMam1trauyeBVevKliLBqPx3Xz5s1aX1/vjut9MHt7e3Xr1q2ZF9mdPXu2Lly4UI888kg988wzde/evbp582b3gkttMOaa0P/46zr0Ob2OwatgXB/RPB1KdOzBi5f6RDRaCjw5wJTlqm+CGs/MOS6Pa+Ed5DiIcr652PrVY86RwMIdEIMEzwnIkDyIHYaO3bB4DRWe31tZYIsc4bdASgu48Jrd3d2uQuKgK4EN8Zccqp+nzDxb11x9Ay8z69YtAvbF955wjRN4dd1m9qS1dzDGx0nd0bBPBxYEkvx1WAEXXcunKshnyqrdLg9zbg5stEatyqsDp8P00Hlmf+qDVZEEpjgn35MkXWj17XrGSk0LwLbs1pORVHFzn5QAgvfH49SbBHJJyWdR/zXHlo9VOweUft43MruMODZBN9dF1y0tLdV0Oq2XX365tre3a3FxsXZ3d+vu3bvd5lvOeTq9Xy3Z39+vK1eu1M7OTvX799/bsrS0VKdPn66HH36423eytLTU+frpdNqBIO4bYYLxyCOP1Gg0qsnk/q2p1dXVbi/azs5Od22vd/+FdxsbG/XGN76xLl26VNeuXaudnZ2aTqfdI9dpjUT+vqHkk93XUd5MUA4DmImOPXjxYMDjHvQ9W0mZFYWshWMZTefcIcjh8ztBigdMd17kZ3t7u6ruK4teZuTtkqPy7Ep9tJwe+0sycZ5TcHCZcb7MyrkmhwUQD9K8tjUHnfMnt2hclI8bULqtws8M1El2DkL0g2qsgiW5JSednITrC/k+SkBuOYyUefI7y8qcn/YUJVkya5M+pHdLSD90+4vBXuPy919aMvD18sAq3fWKi7/Xgtdx46LbnOsCdV28MnnQ/LkHy/1Eq9KWKrYEwbR7rpn31Qow/M/P3ifXP4Fwt4WUAHn/HDclhumaFr8677fcHdglcDQvBghQ3Lhxo6bTaS0vL3dP/GjdtCdFuru6ulpVVS+++GKtra3VmTNnanFxsba2tmo0GtXW1lZ3jaq0ki1/jFS6qURhb29v5heudWtTTzZJB/VEkX46QE8cnT9/vu7evdtVXjQ+K9QpWUsJVCKuadqUzbU+Ch2t1SugD3/4w/XOd76z1tfX6+LFi/Wd3/md9elPf3qmzc7OTj311FN1/vz5OnXqVL33ve+tK1euzLR55pln6j3veU+trq7WxYsX64d+6IcOOJejEDOxZJQ8T0dEROnZnDuxFljQfwZsGjYdMp0vjb3lLBgAmGm3DDcBoqNULlyx3JEnR+ml4BQYU7B/JdWXBBqS/Ktmb/Pw1gmDDfclaA4swTNYtfhx/udlEA4e3ZHP0wNmhClzYfbekinfS+L2IR7UHx9ZTjQajbqNg7qWVZiWjBjQvTpB22Cg1mOhBAD+W0oJwBCcuK2xvcuFetXr9brf8BIPaR+C5KaxnC8f15Of1ppJXhqfdkddSLdRfGxfp6Rjrr+uI63khDJwQNDyZz5G8lN+nEHd+eK4HmRZBXaZtACQJ7pc36WlpTp16lTt7+93v1O0tbVVm5ubtb+/X6urqwcCvJ50XF5e7j5rf9z29vYM8OdPCmhs3VLib8r1+/2uGt/r3d93J+AymUy6X2+W7kiHb9++XTdu3OjGHY1GdevWrbp161bdu3fvgG7Sd7Uq0a7/XBuSg0v3sfPoSw5ePvaxj9VTTz1Vv/u7v1u/8Ru/UePxuL7927+97t6927X5wR/8wfrlX/7l+sVf/MX62Mc+Vi+88EJ913d9V3d+f3+/3vOe99RoNKrf+Z3fqZ//+Z+vn/u5n6sf/dEf/XPx5IZMZ52UlQ47GVcrg2BQETFjcCeXsgyeb92KGQ6Htbq62v3wHkvUNEJ3nCkjdErghH8i9efO7zAn4E87JUqOWbz5NZyDr0VqI5JjaJXbtZt/On3wY2pupJKB2uqPMqGjcGqBLR7zdeVx15lW4G7RUSoy1F+CBF3LpxH4Oy0K9P7octXs+0cIII+S9bqcCJhSwOX6ag11zPkQiNX8lCAQ/CaAlkCfA15PUlyXD1s32q76IYDX/NM+BAcvraTM5a3vKUiRHAxyPklG/M5blEmmLbkQDPGvVQ1wOab+NK4nk+SZdqZzCwsLdf78+XrkkUdqY2Ojer1ebW5u1u3bt2tnZ+cAuNd/voROQGZhYaF7m65+z2h///4vTlO3uIb6LSTxvLS01PHr86Xu0wfu7e11VZ7l5eXux1C5WVfXC0DTNuatG9dmHjjh/I5CvWlLI79EdO3atbp48WJ97GMfq2/+5m+u27dv14ULF+oXfuEX6u/8nb9TVVV/+qd/Wl/3dV9XH//4x+td73pX/dqv/Vr9rb/1t+qFF16oS5cuVVXVz/zMz9Q/+Sf/pK5du9ahy3m0ublZGxsb9cM//MMdok0IngZMIRNsOMhI/bgB87E1N0DPRnSM/OizKAGHqtn9DyQ3uuQEyO9Rgp7LKd1yas1Vn1VWPMq4fkspyZLOKj3twX484yK44+2IVBJ1Z554TOM6X/Pm7OuRHD5102/Z6HYD9ZNznsen6DA9cNupul952dvb6159TkfX6/W6PS4KDA783NY8GSBpfgRSfPKHQEFONlWikkPWdZSLJwbU+ZbNuZ6zrY5r3nysPr13iMQ1lI+RTTDIONDWtRpfvFI33e9xTskn+VqxX+opedE5f1dIGtPHpp9Mc/H18Otoz6yAs8La8vfeX5rXYDCo5eXlbi/dZDKpq1ev1r1797p1XV9f73R3Y2Ojrly5UuPxuE6dOlWDwaBu3brVbZLd2trqHn+mzuvWkeSo/7pVJJ+gCovbj47xJw+kB0y+qFNpjZMOqA3lMs/vVB28RT+Z3H/j8E/8xE/U7du36/Tp081rv+SVFyf99sK5c+eqquoTn/hEjcfj+rZv+7auzZve9KZ67LHH6uMf/3hVVX384x+vt771rR1wqap697vfXZubm/Unf/IncZzd3d3a3Nyc+avKtzf0XeeJRImE3RkRqDCDqprN8KjoqTLh2QL5kVHzMUhmVuSBwTz1RXKQRD5dNiLNUZkIeWgZuZM7vuRYnS8f34OOOzvJokUMJL4e6VrKQnsROE9WV5y8JOu8+5x9XZIsfb48xozGMy2uD8GZ8645ed9cN/Xle3+m02m3MZFtNY5K3cm+WjLR/1Ry7vUO7k2pqpm9L3LEcuSsZNI5t8ZtHfekQfNNwY8yTmvqb0/V/h1ew2AieXCvEPUq6bfz7QCDtyF8rXnc9c/n4wBhHgCjD2jdUku+jtfTtzrg4nXJh9OPpeoK/ZX7HpID7N3d3dra2uputfT7/bp48WI99thj3U8F6LbS3t5e9w6W6XRaN27cqFu3btXKykqtrq52G397vV5324cVzt3d3RqNRp0OCThNp9OuykM7Y0ypOvi0pOxftjUej2defOd3E9Las02v1zugy9QfVqt9jFZ8SPRl3bA7mUzqB37gB+qbvumb6i1veUtVVb300kvdmwhJly5dqpdeeqlrQ+Ci8zqX6MMf/nB96EMfiudoBFRunqez5bEUfLjXxJHnYVlBys4IaJKjm8f3USmBJAIvUQIaDszEkztK8pPKqxrTHS/nzU2Svh4iZiPko4Xwk6w9yPDWFAN0cvo+JitJbM+yrGcgNHrevuB5B34cfx5gFB225pSJqiOsNDBQOF9yOs47ZSMH6PLTuar7G5fT0y0uS1KSsfSKpXkG+nng1uXIIOzgJPHgfoLn/Ze5vUrU0lkFEl/Dvb297u212vRNnSS/7sPIB4M35Uhd4XcP8FqjpCsEpq7zHvhSsHK9S/4pVcDcBt3nJqDjQMWftHPfn3wY56vAf+/evVpcXKxTp07Va17zmlpeXq5bt27VjRs3an19vXt/y+XLl7vPS0tLdffu3RqPxx2I2d3drarq7h6Ix16v1/2cQFXN/NzAPHBOP0KZCDzzPS5eyU1rKqI/UQKh69KrFpLuO0A/jL6s4OWpp56qP/7jP67f/u3f/nIOU1VVH/zgB+sDH/hA931zc7MeffTRqpqtMEg4dKhCgkKdVQ/QIcmFTqWlAToI8YVyJ5KASUK6LRDjAdapBYp0Lo2VHJfPyfulorccjjsl58s3eHpWRjm3jIByYeCiU5QeJOfpAMGrBD6mBw7nzTNRgTKBNfbt8uYx11mXyTxnn5ytAzfywvnRDlgtSPNSf8oWyaOcJOfEzcC+vrJF8ZBA7zxQwr4UlAi6OHe1d2Dstked0Pg67mPoOgcVLeDtepzsfHt7u0ajUS0tLc2AMwdxBBSsupEv+TzKk+eTHrp8qXOsUNLfcg3YL8E47dzlwLVwQMJ+HPjq2Dxw5XaRQCjl4G3Jh2QgfvW4871792ppaakeeuihWl5entkLw72L9+7d60DK9evX6969e3X69OlaW1vrQIrrLTehJ5m4D3fdcHmpTasvyYvghH2lhLjln1l5IY+t9k5fNvDyvve9r37lV36lfuu3fqte+9rXdscvX77c7WZm9eXKlSt1+fLlrs3v/d7vzfSnp5HUxmlpaanbqESisxDxCSGBFN0n5IuGlpaWunv4aW+JBw03BDcSkqP6BADo1NU/ic6WfKTHYxNwSbywvfefsi9XbPLW4lfz9H7SdX6ca8F+EkhIyJ7ZGbMQL2FWPZAj19R1IK2jgx9v64FBwSdli8kBu5zZf9LPecBY15GXpMMuB81BYxL4+L4WBhIGEQcGaRxfP4KBVsWN11Evyac/GszgS2DiFSqvuLFKR4eeHj0mr5yHXvd+mNPu9e7vrZhOH/wYH38c1f2RA610nrenXYaJ/1YGTwDCNg5ovU/adTrm47tdOC+p6sBreR3787FS1aUFyrxf9xe6vbO2tlaPPvpoLSws1NbWVrf2BJ9XrlypGzdu1OXLl+vrvu7ramlpqba3tw/8ErWD/rSG4tntT/xTP7RZV/ZKX5OArOSTXoUgmaTNvtT7RKlo0KIv+Z6X6XRa73vf++q//tf/Wv/rf/2veuKJJ2bOv/3tb6/BYFAf/ehHu2Of/vSn65lnnqknn3yyqqqefPLJ+uQnP1lXr17t2vzGb/xGnT59ut785je/Yp6YYbsxs0y+u7vbPSKmR96qZu/REfRwIR1kzEORyVB13N9D4MbmT7N4v4eBFJFXDlwBk5HynI/L/x50aFy8jeB9uZFQvjquPSh6ERrnluahc6mU7QG16sFTRg7oCC5S1cXnk4AOnbk75yRnAjx3Pi1y4Ndqy/k6GKCOiTcPRK7v3DzI+ei2iWTCJ5G0LvosfvkEg89BbR1Ytkhya4F5rbM/bi2nr7l6lZVrIj69EiJZeXBZWFiYed/QYXbmGfLy8nIMrm47HJe+r/VeIfKTdI6+L+mW90lg7smC96e1oKzVZwvEeBAk0HeALB2gTbkfTn43AZfEWwI0VbP7Bu/du1dXr16thYWFWl1dreFw2N1KevbZZ+vpp5+uu3fv1tve9rZ661vfWpPJpK5fv15bW1u1s7PT3YZN4M7XiMcp26RbaV5+THOhjyXISOvgm929fwd7+jyvmkr6kldennrqqfqFX/iF+m//7b/V+vp6t0dFu6g3Njbq+77v++oDH/hAnTt3rk6fPl3vf//768knn6x3vetdVVX17d/+7fXmN7+5vud7vqd+/Md/vF566aX6kR/5kXrqqadideUwclDBhVG2ROXmExwyEp2j0/SSv6NWH9udkZemyW9yeuRX5Nkwj4l4Ln1uIWcnz3RbgZklXjc0V3LKhfsB2K5V2k/znFfRqpoNzJzDvCDIrFzfW+0dzGgtWVLm9cy4vV/XHfbl/ftY5JV8aS8I2/lbhlk50bh+64HgpCVD3UPX5kJmVQlMUDb8xWbOUW8a9R+MS1ldcpgEIy0d4lrqf+qTFRnKihsjBdYZoD2Q+vVq53sP9OdjVs36Ba6dj6G5uN+ZlxGnYJgSGPo8+lrKIAFygTL26wFOVSa25ZjOp75zvpS/KAE0r4Amn0Q+dI624ZU16pLe8H3+/Pk6ffp0Xbt2rQaDQb3pTW+qM2fO1Pb2dj377LPdL7tzbIJPlyd54zq0ZMJbqNzzxDjFOJfWh59d71I8pOyk2xzrldCXHLz8q3/1r6qq6q//9b8+c/xnf/Zn6x/8g39QVVU/+ZM/Wf1+v9773vfW7u5uvfvd766f/umf7touLCzUr/zKr9T3f//315NPPllra2v1vd/7vfVjP/Zjr5gfR32tbKXfv/+Cn/X19ZpOp92z7uyH11cdfA24o3p9dkN3g3NDpQP069wQW4AlkWeRKYAeheaBLkfNKUNrOUHywGDE4/zF1YTQW9mP+uR4fMKDcyIIoCNKPHIedKq+8Zj8tSpgfv+Xa03nkPSFejyP1CedhuZJp+hEYOn6x/bqV6Vyr1Dyto2ItsX14bWa3+bmZl29erUee+yxbnxWRBmMUoLBiof4bWXUya758jDKwu/fu/56oEv3+ilDvzWaggaBjOZ0WIXA/SHHVzBpVWbcnlpJF8cnKEsgzcdw8mTR15eA2xOkNF6SjSdbblue7CTevdrgban7VfftY3Nzs9bW1ury5cu1uLhY4/G4nn/++c5uHCBI9slnpoSMlMAhj1N/fY709e4bBE51nI9csy+1YfLivvSV0pf9PS9/UcT3vOgV+gmJ83YQf/9hMBh0T0LoNgUXgc5PpL6Z2Xl1w9GtB3dmvU7JcKra+2d0TrzR0P26FnmwSUE8UeL1KOM5ta5pORGfe5KLy9czUZ5TtsdKgByVOw4PbgxadGgJlPmeG/Lkjtqz6FcCPpOTcJ1oZbRVs6CDmwhTlYDviej3H7zYSnOXk1ZWLbvyLI5rpMdNNzY2ZipGDOipmsLsMAVfBz5cq9QX5cD1djmzQqXv6t+DxVHsW+25bj4PjeN6Lh45Vw8yKfBS/1mVZmbuvpVBn3J1YKD/nnQkPU3r4bbgSVECbWzn4yb+fDwR1yWBVLWXTRB8MYg7GNVnn4vzT6DofoFgQed5y8mBNW2Na58qL66nrg98ws7l6WDG12A6vb994yd/8icPfc/Lsf9to6qDgIHKQkXu9/vd707IqVJZ5fx8saoOPjIq8jKprvfSPvtJ/PPaBE44zxYPbmjzQIHmo6DifSVQ4UDNeWplqS2aB3a4ZodVkFI/Di4oW8qLc/JzLhP1k6pPfsz5aQUyN3Rez2DcAhvqJ605syXni0GaACzpmz/NpWs9MNDW1JfLNAUTtZEjPX36dAcq3b6qKoJHd8zuD1LwTpWTZHu+ttJvnU+31tK+Ku836Vqyfw8O5JNgxdtIV70PD4pa43v37nX+0f0EkwTKlGMlcJjAJM9vb2/XdDrt9vm473TieJ40qm/3+X5elEAu9dupBcY8bjhwIS9ur+zbgZiDG/eFbqvqn+BS+uDAK/WZbES8+TonSsDP15L9H0bHHry4snPR6Xh9sauqu1dJ8OAZumeLouSU/H5/CigevGiESaFcwUWebZIvR9teCSB/DrJ8zAREPBP06+YBF775kbJxmafqRQuMeXaqa91xcZ50UumWQJKpwJ5ndqzE6XvKctSec6WToUzdwBOY43G/JUReUrVF1zhR33XbLWVWVQdfHDedTmeervBAKXtLAIG8qhKq7wQW1BeCCE8OWqDY5aZ+JA+O6XrE7DpV0qi7af+TxiIoI7V0hvwmsODnW0CX8ksB2n9XioDM/aMHSU9oRFx/rzqoyqZsfmlpaeaNyeSbgFTXOlhOQZWyT9WOJGN+ZzXF55RkSCBAGaU1cL4TYCGgSL4j9aEkj0/QtsZIusK2KRlKbRPwYqI+L1Ft0bEHLyQZCDctavF4a4hGRGE78EmLRXqlC5LQr673PQeOXP3zvApJi0/9Z+mfBugZKKsMrsiUlT826qCMsvP3FiR0Tzkk4Eh58trkSAhgGIxSNiJZ0Vn4nH3uPo5n8M5TAlTMyHjO14dr4E6Da8h58BrOTU5unl47CNP/FKjSU3T67DaVHB/XxeXKyo/vSfH186DkQc3l4fP19m437Jd9yMc4T26nAoRMrDxp8mtdhhqvZRfzsmNPVjivlZWVA3t1XHYpk/YnZBgw6Uf9lvni4mL35ljfu5SCofPv7VpBWbJM17rOevUi2TEBW/Kd9Jk+XpqX21jyjSS3Y49b6b/7pda8nTfuGSNPvgfJfXBL/14JHXvw4oi06mAwEEmgvFWSnIJnCI5eqYQazymBCjq6lqPya73k78p6lHF5vWeGGsMDppOPSYDivKTNig5m+v3+TPba4ttl7fNM65eABY85wPI+FTCZObeAkfpycJkoARYPDnQQDKYuB3cSfkvNAbA/FcN2yfG483EgnwB0AkPsUz8Gp7XXOG6XysR1nVeIKJ95IN7nK164aVVz8b5dbz0Aqx+R3/ojOBEv7M91NM2B/Dk/+syxCBT4sw0eNOfZawuA8rwnJ+LFZcn+2Jb8rKyszIzB6hb78O/pVp0HWLcbD84pKLtdpzYEaRxHfXJ9ki1zvow3SfdIXF+/njLyJJRzboF9ypd6l9aj5bsSpYT8qPTKt/h+lVEyRnf0LYNNlQEuekLeKTDqM/8nPvlInY6lz95HAg00dlLr2lS1kaElsOLBzgEc588MlgaWMlAGkOSQGYxTVcTbp4oH56XAncBaS3bJ+Oc9HcbrW+uf+EtOtNV3Ijoeyk/gwMflf4EC13P2kcAM18zX3l9axXnqu8vR9blq9tYi5+DXurxd3xJoZdsW0JI8qKMah3vFuGGZfTCbbfHsjz5zDPbJwJj8lY7T7ggwPCtvBVknjsU1os46WEs8U28c3Hp1Q9/dV4hHvk8mrSm/J9DSAiH87ED+sNhCWVFm/i4jrXsa02XGuZAvb6/+aHeSUQKe1IckC08mfB5pXWkDrqseH+jzjkKvispL1cGNrVwkKk5LSdSXrk1ZpDuDV4oknWcHJeRHDiMZcsoo5qH1lBXSmbQyGX2mPJ0HOnUCjxRYWkAvATrPtlPGwPHpOFJAac0rPTqqa9xIdbxVYXEQlhy1Gy7L9pw/dbUFYtJ6+B4V9umVrn4//4xB0qHEG+dNwONz1Dp5ZuilavZN4MI2Xglhf/qs6/jZg28K2Lwm2TV5TLaptaS9JUetaw9LeFrgynnx4O+PYXvAbwVfD6xMAihLX89WANbapfcKURd4nJUPD6ZHkVGyGR+j5WsJ6hwwuD17v+qLekVZUUYJWLT0xM/zqT+XA3knjy3wRn71ueXryQ/1n3Ynf9IiyWNem5n2R2r1VUyuFJ7pJUWpmr1vyD7k6LwSIOIz7uxLf3zKgJmXg4WkrCm793n4nD27cyBAJ+FOymXF6xPY8ZK2G5dvniQ5CNJaOaXgRx7U/1HeJ9Kq3KgtQVwr2PicE98J9B02D/LU0s1EPjZfBVD1YBN6qgo4iJUcPSPzwJECBPt1PWJgTsDF9ze4Hqvqp/YOFjz4c07MztUn1811JM2b6+R6LtlqLK6zvx/GA4n7Fif6Cg8eHsjd7zng4/wp60QOOt0W3J86iPPKK6/p9/sH3jZMXtx2WueTbrKNg7NWVZVt6SOSPnm1hDrk/pgJgMvCE+HUVyt5Eh867yDQ4xf58fFbOuTj0WZdF3WOtsQxZH8puZDtHDXhP/bgxZ1m1UGjcgNnmc0VUfeKvW+OwacMvLTM21FsW/Vggd2hEVWrnXjRfFIwmxfgaHDJubAtx3DF41gpg9MTCvrO/TMaU3+6feNPk6SgQeNm/yRlIO509b6R5MC8r+Q8edyNMIG2RHRIHgwoZ65/VR0wbu/f18bBG8GD+mKlg7rqlQauAytNCRCrH+qFxiTY5bGq/MoBB8oCZKm64TL1NtQbOmB/J43Ph2tGe3N99xd0kZLOUo/mgRa/zef8OVBK/Ka14hxS0NFxb6fvCcTRv7T4IO/kLQV9+lP3oS4TyZbjSLbudzRm4ot+RrwwAeU573ceCOC8OCcd93m5v2Ef3h91nvLwNXLg7LbtsmDy4rx4QsZxxQvtwSvUspmjAhbSsb9tVPXAEVNI4/G4ptNp98OLJDfCqtmg2UL/qQ+d96ywBSxESbE0BznaFPScBwZkkgflVnsHcCwz+2OdMmopqGfy6bHqNL7a6nwyfhI3I3pGrvbet8+HvPh3BnKCG3e0aU4tw+TtKAbRJAu/rmo2K2y19QqErhO/CaARFPjaaO0E/lwG3q/bi1c5KCsHPK7THoA4d7cNrhXH8bXwW4IEVv4ot9u7xqQ99HoH34vUsnONRR1gRUT8toIg/QhBSQrIDhJcb7UeLd+UKg2+TmmuBENeNWLg9/mlQEpd4ngtEME5+5woC7d1B6UOxpmgSPeow67H5JMyc/BMHU42RX1z2ft4rvtcD4IF14uW/OkffC7yCxybMk7XVR2MDX8eelVUXqgwdMxEgUlpqTQ85gshcsOqmt3YygAwL8Px49qnwIpEMuKq2UqNB1+dpwy8ctCSBw2dslWfyg49qCbZeHZbVTOZJbMiJzcsBlkHPhqD5VoFrGTY+u+BW0S5JRl7xsXjznsr0yA48ownyUJ9uTxTtql+ea0f843YDDr9fv/Am4bJs8+dMuA1ctxehXDn25qbjjOQ+JzSNXqMmvKTjNPtXn+0mT6E+unBkzrEp3rUlwKI7IY2qT48MdC5ZMstSj7N9c7XLFWO5iUQBAcOANiWAczl6O1agIb/da3rW/JRHFMk/+92QGCyv79fo9FoBpzys/s09uFy8jESOEigjfNicpUAdQI2/O7gJK0B98y4jFMlyIEb27b8Ae3c5/BK6NhXXnwBhBKHw2H1+/2Z35Goyk49vYWShpYyA3+Wn4H1sGpIyrSYNXomzXatqo4cZosvjpMMS20pT2aHDqzofAnaPCOg0z4soCcn6cCyVVXR//R4qvPjx3yTZap4pKwoAUDyys8euAmsXfa6jkRdZDvPLltgqKU3Pg/qvbfj3J1H2Y/eY+KVglQZ09ip4uLjCSg46GkBbpIDxqr7lVkRAZv6oD/wefZ6D943kzYfcu+O+yfalOv5vGqViGuV/BWvc3v27JlE+/WA4yCb/bm9sz3/fB5e/fO+/TpPdlrVSOeP7cWfbGFnZ6em0/sPK/CV9+QhASjKyWVFnUn9uL76fHWtzvF82mvpPHrlzOWhv5Qku8ySzftn/fffa3I/O2+9WvSqqLw4IPFgKKfqpTS29yzL75EnR6br1RfLzM5j1YPbLlxkOjE3iFbAIbEUmd6vwnaal2dJIvFOx0TQwI135JtKOa/iQV5aAMF593UiYGIg4aOrqUpB+Tu/lBsN2m8RuLF7/86zf+aYHqxdHxhICUr43dcugQmOQbmnipLGc979VqCArFOv1+uAC28Lck5+q4TjJCfJKloKRqmS5hVBDw6HUUvGLiN/1NyDDSlVQR18zds4TnL9ctAqPaU/cVAsv5Hm7n7Bg5UHaPog6qjm6WvT0nWfH30r56N+fT7kkzwJqKo/+TLdHh0OhzNznQdKHAB6ItFaF43r+pj8otq39NjXi4lQenKR3xOwaY0nnlI76roD+Jad6nvrwRSnY195IWmxGHS8KlA1+zQKlZ+Gx8zlKKiRDo/HaIDpRWGeJbQCX9pP4v0ocLSQsoMrB00EBww+Xv1IgYuU7uuSZ5flvODvx32ztJ9PAFLj+YvnfHxmqnqEWPNJOpTm4lk1SfLzNWjpV0snWgHOgbRTuqWQ+PNraBu+qdwrSOSR8qZuib8UIPf29mZ+CZw247cL+cOPnBt1nnqtdtPp/b1wHgBdlg4iJQ8FP+qVVzRJBHsEFi0g7CBVt5UdxCZg4kHJ22gOiY4CYh1sUz88MdB8uIZMnLwCRz7ID9dCFerU3uXpc6CcptNpra+vd+CK1Xdfc7cr95WUvebrAdzber8+JmXM8w6efN4uF8YXjzVpjR2Y+vpwjfWZtyG534b9eqXtKPSqAS+eMXDBWs6M16b2zOxFyVGQHHG7M6Dye58kD74twMBA6IFF49JxuMOgY3DeDisvuzx0TSt4+/xSVSaRB05eq2rL4uJi5yQV/Pb29g4EvFTG9EoMnYrmNg+Qsb951a/DjpOn5IjpuBR8k6P0cRy8Vs0CMuo4+/JbCZ7Z8Tw3+6aEwMn1JQEZtxPXY53b3t6uyWRSS0tLM+O6o6Vc0niSg/sHXkNQT1nqmG+4ZsBoXUsbJbldz9OPFJgcyPAzgy3XwH0DeSCfDnRaoEm60ZqjruG8UkLX8qcpyGo+3N/jbeRP5oEn9p/mRxDV4jvN1dvShl3fWVV3cFU1P1kS/9Rb6rbLIwEYEoGq5pJuuSYdIH/z/Cjp2N82cqWj05hMJjOPG9NIEyhJipWQMRe35UxoNJ4p0Cl4nyI6N5U4k+GnMqP40h+rUC43OiMHMUnGBAGOxgkGyEurCsJjBCc+P+dBlAKuxiRIJepPIIZZvVe4dF1yGoetaYsSoPJj1AlulvZ1Jf/OE18JoH4V9FuPqvstNJ4/CoCmk+K7HyQjB4ZcX9c9Xwd/LYE+Ly8v1+rq6oFsT6RNtS2A5AmL64qDMQYaBncCF7VTYPI9Fd6WQMfXmTIgqZ+k//7dAxKBlPedbE08eZLnxDXUWIPB4IDfcJlSluqHeks/yuMpiXI9SsFTwN+rBA5ynAeuj8uKfVEW5DvJjQkBkz8Hdeyb8kqAgXPt9e5XkhkLKXu29evSd45F3sbjcY1Goxmdch2eB7Scjj14cYdFdDovuCRA4d9psGm8FqAhEUjxOoIGVzr2MR6Pa3Nzs3Z3dw+AF68++HF+Z8nSlT6hbvHOsq/LkYbMTNh54Gd3RnRmPj8GTAIMf3dOuk5EvfAnnigbz7jZr1dV9Nl5Tg6U/FCnWK0geNTtKu/DHR91MzkH6q2PX/XgF4Q9IPtcRAQPrm9qz/4YGJxP10GvULjTpJ4zS2UQktwYOAlCUv8evFxfPHCwX/c3LX6Z/VPXdK3aUWZOKWnxdSH/roecA8FfGsP1zME77UZr54GUMicA4J4Pb9/yfwlETKfTGUDqiYj7VJeD+nAAS9vnmH4tkwJWlSg/9UX/loCF/gj0fVyPcdITB2D0p9QHysb13XnWvFhBJb8iB32j0aju3btXOzs7XZu0t8Xj8Dw69reNPPA6wm0ZRAICVBg6QbZtlXadF3+/gyNZjZmci7fb2dmpfr/flcVbvNCINe48EEFj8gybzkz39/36wxA0A7TzQHn4+2NEHqRogOrfnY7aaw68lUaH4n1xTvOyUmbk4tHBFEEO58HP7mR87ejAlDHpfrKcFgFDS3fYzp0w58PfE/I+aAOcP+XtQLi1R8sDBp+Ok734cRI3XafkxMGKznmAcpBCOfpvK7ljTwDAKwCUnXSK8pBMtba0w1RhSZUt9uV86rvLKRHbO3DkcQfb8xIm1wfnxZOkeQHegRd1yEGCyy0Fao1J0JQCOPtLSaiDXs7Rba3V3vXe+WAfaV7zbJr90kcSjFLGntC5L2iNK11WQtRaY1+Dw+jYg5cECPx8EnpVzkw8k3JH5QrONi0n6Q77sHmwdD0YDOrcuXMdD3RuLWDC8ynYE5w4jwkVO9Bo7T1hdcOzABqpO3oeY5/JiaSqktpyvgQi6ekYOhvPAufRvEfNRfOAsY+RxvRAlQAab0coCPp7eFr6oXF9bXwsd+riTWvL20Fs74kA9a2lewKczEDd+Q2Hw9rZ2Zl5rUCSPcdXPwloJYDlfsABr/hP49MGvDrF20oEZgRKhwE+B7ii5PM4lyQfjZ8Ar5MHWA9yru9eHUv7LRgc3e86GPcENPlR8cc1S33ouOs8bcdtg+0dDLyS+EJek83JTwkIpLl6fylWJeDtFTPn32OG1o1zS8m2zvHFllyL9BTaYQ98iI79baOqWUMQuRJxAVsIklmvrmN/XGSdTw7CnUILUTuRB9F4PJ6pEhwWXKva1SGW+lRmJ59SWsrBnVtC+LqWZczW3FKGSuBBPtzheDbuoIxz1JMoXHeXx7x3ACkIeZWBcyexLXlhSVfOKbXluJSDt/N5klcCoVY/mqfWVbwQXPGWmOuyV4Xo3FOlqapmnszhnhsfg2vBfnT87t27de3ate46n5/49LlSn8SnKh6DwWBm06HPterBxm/ymIA6bUD9OTiWDOjMW36E8vZjmjefzCL/DFrJZv14GtuB3vLyci0tLc2sM32i65PrAnWJfwmsJIBA8KDj1MPkr7yKkP58/1HV7KsyaMNpHtRfr3C2ksEE3nq92dtQ3s774LqnKqD7ULYhb635OEB2m3fyGOpAh7p3FDr2lRcHIY7idU7nmbW1ArM7jLRQrQWgUlDZkyNJ80jZzFEAC4mBgkanc27wDtgcddNQWlUDl6UClDsSXSenwT6SvDx4pqxXwYXndE3KZOkQ3OgdJKpfz14YLEQ0Uo7lsvXqg/NGeXEjsfcv/nlNAjHOM3lNMhkMBjPrnpwV10NAwB3pYTapc1UH3yXDp+LE23A4rNe+9rUdOPXgwKpIAn2p+qRz6bxk5NVG9cnH6UVu+/OqNDxPUOTXuw2TCJoIjlgh8Cy8lVx4kCQ45H+CmgQWKHPySDDHQKlrWnYl8mTGAQ4BqnTBQZLaJr9Ff0H+XD4cy6tJvEbrzLlpndz+ZevaGuCA3pNKXqe1acUyxjz209Ip2javEXE/jK+3wDv9lfu7o8azY195SUiahkxyw6Xh6LsrABfGlcn7JjnKZRv/7+0cnfqTKIeRB35dy344F89i6ZxTJYVGRJ4or5aCkicGT5dDax1Tv7x9oWxUoIP/eb0DCp1LQMDHThkIHbqT+OFcD9t0zHEISLiHh+vGjXuut2qfjot3jklH5+fp4NP6pSqCgya2bcmM4+m/ZOAOk+tO/XPwk3TKg7uOefZIWcshk+/0GLQDKZLbnPPVytj5nzbIQN2qEHA+h/mvNC9v73qS+nIg4lUoBmn3WeyPYCEdZ2Vznh24XMhLSzdd11zmfOLLZUFwI/4TsOa1Drrcjx8W31ynUzLu8YzEc5Q59c5vi8omGHv4I8eeoB6Fjj14IWmR/NnztNit4J0UOZGjchH7bDnw5LQdZHCRmQ20AIyXAGnMUng+UcM/kQdj9alAmZz5PJDWCpC63gPRYWuQ5s518MDpJdhE7lzTWF7FSMauNv4kCdeSj7uTJ3cmPnbrEfLBYNC10SP1JF1Lh+bAUJ/Ta+4djOo792mwQkXZM7AlICGiQycodidMSgCY+uxgcF7gTuBT17KiRP0ngORtMO/bq12cO0GOV9vS9xaY0ZNWXAfOm589OJIE/Hwc6jP1X37K/SjHSsBB5AkU+z0K+a0eyk3rxMQlASLK0JNa93MOmkQ+ps87AQSCcI6XYgJBHf1iilsEDuyDnx2Mua9Ntpc+O7hKAI328eehVwV48eCXNgWmhaPypGDuCpeUnOQAggaWrnFw42U6ZmaaV4u8olCVX55FGXhwdwNkVsGS6Dxg53NOVRUHPQ6U/FFFBw3q2zfPevD0IKBrW0HR5dl6+snlx3m2nCVlrYxEPPqGYq4XZTqZTLr3KDArYnBkfymT84qPy4EgQ/IkPymr9Tkk8E4n7nrPeTDxcP0Xf/ove+R8U0JAh5zel+QySBU2Ag8CRU+AvMLmCRXnTaLOqE/qoFeIW+Q6676tZZc6lqqsfi4lYok8qPm41KV5RF/AxIRz9j58M3mSRapceTBPwML9oVciCGR5fQu8yy49mVFbglfy7HGNPpSyd39EnjhXl3NKElL8dDnru9tGsud5dOz3vFTNOrTDsnNe44GaC5SCogf+9FKq3d3d2tvbq+Fw2P1mhme+rfJoq6SWgnBV3oOiPgk6vIIifmiw8zJGycHHZ38OFp1fryaRD69suFPTeW4y1hqwb+8nyfQwR0lqVV+Ss+Z53m+n8+Ha+FwUjEXsQ2OORqMaj8fdj47K6XFO7uT02YMqnaOCK7/Tufs8HUwe9gRWcoB+X7zVnvPheb81w888z6cdHJC3EhWSt0kAlmBSY6oypirVaDSascmqB3sHdC0rMUn2omRzfo78ExS5LEXcSN7yN2ybgt9hwSzx735Rx/nf5+GgiHykSonapfbeL9eY1/l8uF60mRT4Zdeyea9GOJho+Rjy7NfNAydVBytEkhWTKvoszoO8pqdNWZX1KtE8nTiMXhXgxYOAjum7zrdKfC0H5eSLyL61aDs7O3Xv3r1aW1ubuQefeCZ/jq7nUatdyjJ8vuPx+EBp2eefKkaixcXFAz9YKGo5VOdVwYtBUEGAGVPKpFN26ECs5Qgpo1TFamWBSd7itXVLx3lW/7pGa049SjJjwFO7wWDQASAGQs7LgzrnSKIzSzyIZwZmB5wpk0wBgI7Qs3cHvN4vddbXWPNn5ivH7EmG88Bbq9KftNGdAIN8i9f9/f1aWlqq5eXl6vfvP9Y9GAxqNBrV/v5+nTp1qu7cuVO7u7vdOMmOXF8pgwTU/PrDzidSW38/USsJcADnlYK0trQ/tWEVwvvnefWh23heRSWvrnsMyj6GAwH1kwAOr2Nw9/6S3lc9ALlV1W2IJ6lfH5s8EZwTOPA6xiKCSgeblKH7B4+LTJCYJHLelEcLvL1SOvbgJWW2LN8yo3WFbWUHXLxWYHHSgi4tLdVoNJpZODlEfU9jvhJKWae+6zyPc0wPrMkQKVMaDH8rSP0eVg5MYINOkobZWo8EHtyx0mATgHHAlByzj0/wQMepOacnRtyI3aE5aEvz8Mx5Mjn4aC+dnNo50HAHMq+SxHX0TY8OKFtAW8C2qr33wvni+RZgbclSvIlXzjFV85KTFt8ub+c3gQl939vbq/X19VpZWamq+683uHXrVo1Go7py5Urt7OzUE088UefOnate7351luvg76IhtQCEn+MxBrV5gJ8ByedGP8mqKfXe14sycqCoAOgbgLkOtN/Er66jTtDuPWhTbkm3+J3ghclkArCMCx4n6GvZxsG3xxbv67AkwIGdyyodT/3T/v16v5Y8uB060PH2kl+/3+9+5fswOvbghQ6MAt3d3a2tra3OYXiAa2V93jevZTbQumZlZaXbSCmSY52XCXkG0srqSZ79s3JBogOnEXvW0bpGn/nYLgFHup48co4MNi3jSs7WnQn54nEaEcuzGjtVJvi95fzSNZSTiO+OScBB5/hLwT4PnyczVIKpVOolcGXgIqhpgSTpul+nvjSPVrXIAdE8O3On3KrgUA7cIJqyP19Lt121db33ubszZsDWMfEyHA7r3LlztbKyUtevX68bN27UaDSq7e3tGgwGtb6+Xv1+v65evVqDwaA2Njaq3+93FRiNn6odCSAeBjBSW9dZyt99A8+lNeC4ye49IPt4rISpPcdJepnAAhMFxQAHgC4P9Uef4EFb1KokuH8mAEjtSXzxnGSSgjznSH5c/uyfvisl6fxOOTvIbCUSaa1pM+on2ZvHnFbsdHpVgBdH3f1+v0ajUV2/fr1zGER785yoH6s6uBdDbROKn06nnZK6Q/KsmGPRMHie+yN8XIEiHpdzoEPUcRpYqsZ41qPjXnGR4rfeocI5MGujg/LsTe3dSLQXIwV2kVcCvLrE/86nB3zxS+N2552CAdfYnbuDpqOAUl3HYw46OUfySd1yeThY8kA9mdx/qzPXx+c8D/TyGm/vx9zpJ2BBZ0gbUdvRaFT9/sE3ktLWWgEqBWHy4AFSx3U7uNfr1cMPP1xLS0v1mc98pjY3N+vcuXOdvZ4/f77W1tZqPB7X3t5e3bx5s+7du1cbGxu1srJS+/v7tbu7OxM8XC/99Qa09wTAWeL3ead1oc4wGLFP9wce+PTnewBdbi2wK0qJl6+T5KBxeLvUA7z+mDz4/iz10yLXSU9oNY+jBP0WgOe6tQI955+qVg5QeMz5crtg3/zvvCaAzbVhYuHXHuYzEr0qnjZyUDGZTGpjY6MeeeSR7tdmW2iY1ELCqY230wLp0UVlxo7IqUyHIdDkOFvOwPuSImlczxxSgHdSUPdy6Xg87pRcmbhvyPV+icYTWvcsQiQ5toCDVyhYHeLc07V0xqysqa2fb81Fc2Wgbzlskr8bJMnPnxKbTqczG//8OlYP2A/n5KDWnZ7riNYoPbHmsnDH59UsB2a9Xv7tLI3r8nCwJZ1OQMWDgfqkDUp/9bkFDkVqMxgM6vWvf309/PDD9cd//Mf1R3/0RzUej2t5eblOnTpVvV6vtre3Ozt5zWteUw899FDdvn27+v1+3bp1q/b392ttba1WVla6TdiuhwIF3NPjQC4Beqf0yGrSkRbY13/5OAcvKQnxvhK45hqQT/5xzvxzmyS4SKDKb2WmuUrXvXrpa8LrCKhofx4rUkAngOR4Ceg5EPGxPc5wLskmOWdP0o6SmCTfSnmxvV93FDr2lReWsbkI+/v7tbGx0Tn7Vvbl92ATcuT5qtnbSfrO/ylwpT6dHxpDCmQKDt7Obwm4QTgvUmwPTk50GGrH7MeNRNe43Nje56bPvCWRnDLn3ar4UA6qNHE/Ax0DKzniQ46Tc0oZPKsB+uw/NUA509G25Exg4cBLAYNlap1P2TfH9sA+r4JCeTjgSbfcuJnYddBBgL4nUMk+XZfID4+rL+pCC9hzjgRsHuh03h2tvks/lpeX653vfGedPXu2fu7nfq4+9alP1dd+7dfWdDqtp59+ui5evFhnz56tXu/+baX9/f16/vnnazQaVdV93VxeXq7bt293+r6+vl6DwaB2d3cjiJv3VJmIPobzOQq44Rpw3m4j7NvXMAHIJEfpC3/Cw9eL+kB/yzXTd/op6o8DHPZxWCLr81Oy4Prl4Jm+2fU/8eGy8n6YJLbOc438u4h+ON2+cnlp3GTDDkzps6pmExP247cMD6NjD14cJUr4ejusG3wCESyRt5yBB3weYxD3/6ldVb7txEya3zleura1EZXzoAxS8Od1DpI8GLkzTE6AAV48k5eEvlsAx4EGeeV7QdwYuTdHc2Dmz70bnpWxPJ+cAefiL3jzwO1O3efjvPp5AhfyrbEccPj6JllqjqnawOPsV9eLF4KZZIM87jrkgJjBh+uS9pxQr1I1qAVilNTo83A4jNk6+dbnxcXFGgwGdeHChXrTm95Up0+frl/6pV+q//gf/2O95S1vqYsXL9ZnPvOZWllZqbW1ta7PO3fu1K1bt+rGjRsd8Hn++efrscceq9FoVCsrK3X16tXa29ur1dXVWlpaqt3d3QO3i+X40wsCXe4evFO1knqgMfQ7asln+jh+u1rUSuAcFNI3e9DkeNwjJ94JEEhuc56kHAZYHMyzjxYY13nelnf7TJXMpGP8o8xaFStfP9djfk82kfTDYxaPp++uL0kvdd3CwkJ3C/UodOzBS9VBVJ8UlEJ1xfaF8uDRyuaoHH487ar3e8LetzuVVD1pgY/JZNKV3ykLOXoFAs+kWhUND3ic43g8jlkg+0zfk5PT9W6EXAM3MsrPeaOs6fCcL74jxoM1AY9XjngNZe9z9YoRjZ+6mKo7qWxLR0EAob7S4+0pO2fQcT51PlW/5Jz9qRGCjPQYtTtNtyE6flVytB6H2SSdcnpvjOub+OZ7N3QN23uQW15ertXV1bpw4UJdvny5fv/3f79+/dd/vf73//7ftbS0VH/5L//lunv3bq2vr9drXvOaGg6H3e3Ozc3N2t7e7iori4uLNRqNanl5uW7dulXT6bRWV1drMBjUzs5ODYfD7qktAZVeb/4Gb7cxPtlIPdd6U2dT8OU6eXuRX++BjcdaoMFBqo4lvdV8U+bvfDn/rXUlpXNe0WFbT2wJJrxftuExkQPBNJ4DBPEnIkhxuTggYp9+nPFwHuhJYHLe+JxXSgQTHXvw0nI8CSn7Z0f/Tr4YrnRV82/x0DCTY3B+q/JtBZKDE5+75iXe6PRbpeYW0Tn6/Mh76sOrJAqwDGg6Jn7loPkINuWeKmdqz7F0PDl359E3+nGcRBqbgIPX+XlfK69GUI7SkfF4XJPJpJaXl2dk5yVXXcexFExELmMeT/JIAF1jiXzuDojSOiSH5w7XgSKdpj/qTYAjGcyzYerYwsJCjUajmUxXT/8sLy93shkMBrW2tlb9fr9OnTpVDz/8cP3qr/5q/dzP/Vzt7OzUxsZGvec976lv+IZvqM9//vO1srJSu7u7XUXl9u3btbOzU2tra3Xx4sXq9/sdYNna2qrpdNq90HI6ndb6+nrdu3evAzBcFw/anuFSvm4vVXXg1rnL0t8A7CRboS+RbTEoeZBmkuGbiR1YyZbpVzzxSQDY7UftWokN9ZD6xrHcL7ON+vDkdp79eEzSd/efDlp8zdM6HwZ4PNmZ55N8XR2YtcZOgMd9rnyRbp8eRq8a8EJlmwdIqtq3j0QOCnwsb9vqz41afPKcBxzfQKlz80BGy2l5hqbs9qh0GLBhUOBxXp+qHV5FoTN0YlUkjaU5cY5unB5svfLkPHm1LAFfBgOvXnnG5pWPpEea22AwmAGMDM7ONx2x2qbKmoN4l8U88OnzJq8ily+dYqpoJXI998zdwTeDDqs+5JUbeh3Uie8WgFpdXe3OLyws1IULF+p//s//Wf/u3/27qqp6/PHH6+1vf3u99a1vrevXr9epU6dqbW2tbt68WXfv3q3Nzc26c+dOvfa1r62HHnqo9vb2ajwe12tf+9p64YUX6rnnnqvXvOY1tbm52Y0xmUxqaWnpwOP2rkOUF8krqZqj65xn8rItHqOsKSNf6/TahAQmvIrJdfZ3ozgPJF8rjjMv86e9OCAgMHYQ4zJ3HfPzDmg4XqpSyGf5dWkOSQZs50CL/LL/tOeLbf0VE16ddZCYZOIgm4+y65ezD6NjD16qDm5uErUUreWsPfix/1S10GIcBizomKnUnkWwH/bb6p9Pabjj13VeWmztA5pHrYoNKyncN5QqP6TEJx0Sg4qUPoGYyWQy81g6x/L9HH4bpN+ffV+JZ2iai/NNQOQO0PfRiA+Om2TvOsXX/zvoTGDQK1bkPc3NHSgpVaK018Kzd8pa7WSDzN44FvU+ZcVcL/XFR/XFg46n6zlPtzHpPzct9vsPHrVeXl6ulZWV2tzcrOvXr9ejjz5aTzzxRH30ox+tX/iFX6h+v19/42/8jXrXu95VjzzySH32s5+tra2teuihh2o8Htf29natrq7Wzs5OVVW9+OKLdfXq1U4/Hn/88aqqOnfuXA0Gg1pZWanFxcXa39+f2dCrTb1uO7w9lgKwBw2tF2/JJX/GIJtuead2elNsSkA8aaua1d00flrHlt44eNMxbgoV3+orAX71w/HcRye9SoCS/RCgJR/vySyPOSCgjFPlw4ESx/c+6YfcBpMMKCOvdnKOlMFoNJp5i3BqdxQ69uCFgKOVXSQnnSgZVHocNdFhiDwBI1dqBzrzyPdJtECQB+2UaXL+SRkT2NCcpcx0JOSNPDrA4BgMWLxO/WlcgY6q6h5LT+VbD4RpXHfwXrFy+SSHoe90LNJFlcClP/7+nyQXr+gk556uoZxIh71ThkCQc3YANq86Jv4ctCZdZxbm2bnbEHWLx3q9B297dqDD632dEnCirJeXl2t9fb1u3rxZm5ub9eijj9ab3vSm+qVf+qX6tV/7tVpfX69v/uZvrr/21/5aff7zn6+1tbVaXl6u/f39unv3bnfd13zN11TVfaC1tbVVi4uLtbS0VEtLS/XFL36x9vf36/HHH+/A/87OTi0uLs4AKII/roVXmHwe/kRHK+li8iH5qS8CdL8l68FXIKbX63UbfsWH60fyUW5rHqQ5TsuG2X+qGDJ4Jnmwnc65T/HEw22dck2g2efPCruDHvGpNUmV1gSmUpKSbMs3QSf+ksxa/TlI0UtaE2B6JSDm2IOXqpxJJkVuVSbcydFoPfNl0Gih6wSWiJ6TU/Jg4dc7iKCR07HpeicqjQeCFMDSdf6d81C/rSdVJENm9t4X0TqrCGrHd11QLgzirFg5uGMWqvNenUnAIcmNFSIdowPR/gDKQSCDv3lF3UrlavGn36SSU3Rgw6xT89FnAaI0H9cfVtB0zGXj1AJ7PoY7YXe44llAiHKh3WnfCp1jizfJJQEa/hdwuXLlSt2+fbu+6Zu+qc6dO1cf+chH6jd/8zfrDW94Q731rW+tb/mWb6nRaFR3797tAIluCekXq2/cuFF7e3t14cKFeuKJJ+ru3bvdi/8+//nP18bGRk0m9/c06dFoAQm+THM6nc68rTsFLk/caNO0M7c9ZtK6jutBW/HNtNQ7zWFvb6+Wl5c7HWdAnZeUJSDv85QdpdtLCZDSthwIOQBIQMNBIQFJ4t+v9fVxG+IeMeeHfkV9e9WM83cZUs95e4jyYhxySgmHj5UqXrTFlIB6PDgKHXvwkoJkclTMJph5uAOl41c77vQXMbCm69Niycm6I/F2hy0weeecHeDMq6Kon+T0k5P09nSIVXUgAKsfD04tXhyIsR9WMA5zgO7MdYyOWhsUp9PZF76RF58/s0I6b2b8vIZOx0mBuVUG5nfX36WlpQNlfe9bc1BfDvocpBDkuAz4PemT+GAQZPvkwBzUUY787InIdDrtgF8KSMkGaOtqzyAwmUxqdXW1hsNhXblypSaTSX3rt35r3blzpz70oQ/Vpz71qXrnO99Z3/RN31Svec1rajwe1507d+oNb3hDbW1tdU8VLSws1NmzZ2t/f7+uXr1aOzs7derUqRqNRrW0tFQXLlyozc3N7gcbX3zxxTp37lytr6/X7du346Pgo9FoRlacF4MbdYTzp562Nmx74EtjcS3dB/T7/XrhhRdqZ2en/tJf+ksHgKYDW8/ikz/y5MNtIvn8ZEcOYlpt3ZcnOXBMBmsHRO4L3P8nsMZraAO8luvHNfdjCXDQbzGBSP04mEq25YAlrYNXrloxZR4de/DiJU+RP3bpFRYPUC1lSaV4Kpw/yeHK51ktA1cqgfI2FZ0423qwYbaalMwVLAVln8u89i4jV1R+dhBBIohzahl9C3ARgCSjJP8JNBKkukOSjPyR3nnVCJJuB+zt7XXXk58UkNWvriEpe3OgVDV7G4gA17NWyr51a4kBplUF8UCWgqLvAxIPPicH474W1GvaF6+l3tOGKG+Osbi4WKurq/WFL3yhNjY26m1ve1u99NJL9S//5b+sW7du1d/9u3+3vuVbvqWWlpbq9u3bdfv27RqNRrW3t1ebm5u1s7PTPfq8vLxcFy5c6B6D3tnZqc3NzTp16lQNh8N6/PHH68aNG7W9vd35JgGe7e3t7taRnjYTf9Q7rwRQlgR8/tg6z/saUh6+Jr7G1Aedv3jxYlVV9xh46l88HUZMMl0vCdh4zIMs+3EA4fpCPUu6RYDoQboFEBzIO1AgT2k9eQ0rGmksB1VcJ/bBdafvmjcm+2d/CfBQlpQ/+32ldOzBS1XenEQjqGqXy9hWgIDVEbarOnjPlJkJj3PRBUhUIl5eXm4+msh+9T9VfBy4EFE7KEoZrxvSZPLgXR5u3E7unJIhuAycDw+aBJp0FgnsuWP0bM6JwZ39ywkzOCcgrOPJ8XHubtziUfOi8yZgdL4ZxIfDYbf5UzxzfbWRlvxJRl7uTzLyNSHfPv9XSv4It2d1GjMBFw8cLhdmj61KTtJdHu/37z8C/fLLL9fjjz9ew+Gw/st/+S/1iU98onq9Xv2jf/SP6sknn6xnnnmmnnvuuW5Px87OTk0mkw5krK+v1+LiYr388st16tSp6vf7dfr06Tp79mxVVW1ubtaf/dmf1Vve8pba39+vra2tetOb3lTD4bCee+65Wl9f79ZSa831YdChbvGxYg+OHuA8kLo8kn9LVQLaUlV1P4mwsLAwc8sr7ZdJfsjXxkG48+sVWsqJ+uHz8jkkIM0gr+NJblwDt4uU6NE3MLllX+zfwRbbOChzsJYqlgQzLj8e9/mRPK4kwOJ96z83+rb8a6JjD14o/KqDAdNL9Az0VQcRIpXVd60zSDFw8/rkTKtmg6YHN+dD1yUg4oGLiuCVgNbtBXfuDi44D/KTeKCT8j0XLbSeMjDPLrRerKa4Y/Ug25oHeXaHTFDhAUJtfN7k1R2YOxt3snRiaTzJ0R2ovvOpJgI+zp/AfTqdvWXgsucTS8nZ+sZwl6PrFsdwZ8v/Lg+RO1/Xn7S2bONBiyBpOp3OvJhuOBzWnTt3ajgc1vb2dn3sYx+rXq9Xf//v//164xvfWI8//nj9n//zf2p7e7uuX79ew+GwlpeXu/0tvV6vlpaW6syZM7WwsNAlJy+++GL3+PTdu3dra2urdnZ26vnnn6+zZ8/W13zN19RwOKyHH364XnjhhXr55ZdrcXGxzpw5Uzs7OzOVPfHnr3RnsHI/4Zt2fZ1ScuZ0WLWTPlG/5abrdD4lGClwqZ3/fpPbB+0mEXW49VRlAvkt4Kfz7psS+CGAbCWIieTjEpjg/iHynsbmeAQpnDtjkNq1fJCu03/eUiYPbnuUIX1Iku1hdOzBS3Js+uwlUTdytvdbP2zTyhxTFYfXM3AuLCzU6upqfOT3sGyoRQ4ImGn7Jlw3Xh/Tnb1nIOzDgRurT3znxmEVkXkOMoE5ylc8soJFwJQQPtcsGbLLxuWvKk1al3mAjcGcvFKvtGYOun1sB24ezEjplqlsYF41Kzl48ShH5tka+yD4dR1K9traYO5tHVBrLLc312/OnfwsLS1Vr9erl19+ua5fv16XL1+uJ554oqsi/PZv/3Y988wz3S9Anz17tnZ3d2s8HtepU6dqYWGhtra26saNGzUcDuvixYs1nd6vlg2Hw6qqevnllztebt68WefOnav9/f36zGc+073obmdnp1566aU6f/78zDwXFha6sVVpYdBoVSG0Lp6kMbnw28MpGWN/rletNg5CRO47eQ0DnPMiefBYKyngEzy+5rQVtvXqlPeb9NvPp0DOaxMwIm/0A2pH/Xdf0UqWxCP13uOg8+ExIMXSfv/BqwRafLGt88r5kI/D6FUBXtx5JaLC+71jHaua/Z0jKbk/2ql2XmZPC8+AMRgMajAYHHiigON5QHXD8PFalRkHVsyAW0GFMuWYrpweQNSWn1NQVHvfrEx+EkBI8khyphxJLFvy2laG4oE7VbPU3kFQql6IP781lR4ZFoBRZi/HTpn4PqEWQCUf6ckSX0/OVceZNem/BxYn8cAgRjlQr9Sfjvl7OlIwUn8egMWvt0sOemFhoe7cuVOf+cxnanV1tS5evNhtkNXvEe3u7na/Eq2N0lqf/f392t3d7d7rcuHChdrd3e1AyGOPPVa9Xq97X8xgMKjHHnus+20XbdRdXFystbW1Wltbq9FoNLPHxcEa9YwB0OeXbEDVOsm15R8SSFK/qdLp/oe+2J88ct70q9vD4fDAPjDaoI61bFI/VyLgRL5TBaqVhCRfyO+02wTyWvHH/SePuWxSMuz6TOBD26Bd0x85YPK1pa6QFz5Fp5dn+lgp7iX/PS82t+jYg5cWiqPz5SKlcqH+04lTQXm9DMedfDJsOuiq2d8aYRtRAjA858E1jSdKIMYBG/v27y2FI4Bin+7IfDOuV5taoItj+6bplGWkTI9967FaB38ut5YBOmB0ICOH0Mq2fI4pGFNPOKb0lRmSgyHXabbhuO74Jd9WCVd9UV91jFmY+GdmnHQiASf9fg/51Vpzg7vPSbx71c1v/6X1kHzlkIfDYZ07d656vV498cQTdevWrbp3714tLS3VuXPnamtrq3t5nG4Lra2t1eLiYm1vb9fKykrn2Dc3N6vf79fu7m7dvXu3uxV0+vTpDgTt7u7WE0880QEkvSPl8uXLNZlMamVlpbuNpCeVXn755Tp37twM/0m/XCYk2tS8sn2qeJKoi64bSf4+th79nhdENUcCKfqx9LQmddyBj/hmPJgnA/Lj/qGVWB01OHtiwf8ep9Iap7jgnx30J39APWrFg+3t7drZ2anl5eWZmJfm7vGo1c55nkdHu7n0VUwsUyXiOQrXnSIVnoCH16WA686a/fM2APklb0TEDD4pKyCYSiCIRslbOU6ejXgAplx0XvN158dMsN/vH3gEmH3xNoba0SjIlwKMHJjLT209u2efnsV4tsNKkTsq/qk/VkPo0FqZPvs67Ike8k+w1nJ08zI2yorr1es9eCy65XBatw5avNO2xLuDai/5V83+AKTriuQlHv1tuMx+p9PpzOv03d4SsJR9nzp1qp599tnq9+9v3L19+3a9/PLLdf78+XrDG95Qe3t7dfPmzRqNRtXr9bpbRqILFy7UxYsXa2Vlpfr9fver0L3e/Re37e3t1e7ubqc/t27dqvF4XF/4whfq9u3bde7cudrY2KjRaFTXrl2r69ev171796rf73fVCG0S9iSMdkdApnnSDvb29urevXvdu4IoixTEky9l0kHAKtK6JLCZsv+qB4/9q9pEP6FH0JlYsnrk6ykwymoEeUivEBBv5M8TCK9u6JrD5MX1mbdhXm3d/3Pufh1lIt4l++SLUvLjfLg+MElnHxqT1UHaq8udgKoVR1v0qqi8ePZHp6zSpRaKb4GseuDgqw6i94Tw1Y5Eh+9BjeOwnX9PSp2yHo2XFIRBjFmWV5TIn6P1JN80B2YwnBNf5a4NdOy7FWR9XwidiRwIQZHml4Bev9/v1pkG5pWT1pzVt/in02efvMeeZEbd9M2I3l5ySk+PeaCqOnjriOf07hquGYOWV2haIJfycafmGyJ5jkCCmxFpT3pKSo59f39/xnbTpm7yTvDp4Iay51x8X9h4PK7d3d2ukvLSSy/VmTNnamVlpW7evFm3b9/uKjB6jFnAZHd3t6qqexRafezv79fNmzerqroNvisrK7W6ulqbm5u1v3//bbxPPPFEjUajevrpp2swGHQ/yjiZTLrAvbi4WLu7u92tZtd/6pevG0lgoNe7v8FYwSeRrzmBvnwiZZ2CegLT6XaIxqBtH/V2jCc1mif1LZGDLj3a3RqjqqLtz+ONx6XLniw4IFL/PO++S8fV1hMYjcfv9CVuy96GPq3f73dVRSWRrYombU6U5DRvXRIde/CS0LUvtJMES2DjyuZI0QOOFprfqUy+n8FBFQO+P1J42DznzYmyYPAXyTEOh8P4KLj6onMSeUatOd2+fbv6/fuPh7pz03gqPfqtJWbiOkaEzzWk7Bjg/OVq7mT538Ei58lzvC+eAmLSMfbHdg6i2E7jMdOSLvFarhGdTVpzr35wfAfQvq4k75u3BTiG9+NOy9eYVRo6Ra+mEbiyP9+H1koYPEjqv+QwGo3q67/+62tra6sDIMvLy91L4waDQffo89bWVneLZzgc1mg06gLfYDCoa9eu1a1bt2pjY6PW19e797b0+/1aX1/v+NabfD/3uc/V1atX6/Tp01VVtba2Vnt7e3X16tVODoPBoJaWlmp1dbXu3r3bje1BJAFd6oYqEl5Rbq29Z+rylVoXBxke5D0gUw/cvzII0896kHdbYcVB49DfsW/fw+OJLYO6/36XU8sPpwSg5V8cWLNv6il9OvXcK1n0Gw4kHCBRDq0kW+cS6PL5+fVJTim5Pgod+9tGUmSWshy1VtWBMqS3q3pQfmxlABzLF8yVmt/9yQ7vjwpV9cAQeYztndJ1aq+Mlnw58PJ+KJt0XkRHoydQdLtMvHp1QP0w22bGTtmLV/6pHftVOdll1spOPJtMgMTBoPjSY6EJuB4mq5SJeMCnTuh8WsN55H3pWu/HwUcL7BMQuaw4jj5TB7gWJMnQn7BKFRP/3qqucP7z5qTrxuNxPf7443XlypW6du1ave51r6udnZ26c+dO7e7udntcXn755a5fvWBuOBx2OrK2tlbj8biuXbtWt2/f7n5w8dSpU91+mps3b9b29nYtLy/X888/X5/+9Kfrda97XW1sbNRwOKwbN250VZiHHnpoxmfs7u4e8BHUUeoR7UDyX1xc7B639qpLSsrYv4MKtZGv9Ixc60MbpV07GCU/fAWAgxHylgIj7ZN9U17idTp9cKtRFTUCHvEsvaeckj4lsEO9d5lrTq1qBIEH4w19g9bZwYmuV78cl7bm+uTjEiS5T0/r4JTOvRLgUvUqAC+klPFJ+DRER7MiN1YqMv9XzRoGrxd5gE3tWo6DwWAe0ud1AiQekOjINK/0eymOzlP5NVVh+v1+nTlzps6ePXtgzjJS/QS6z0kOcN4tghSgkoN1sMH1rzpouH5e/FC+HiDcsSUH4DKlHB2AucwduPkcPSj7rRuvenEu8xwHx2TgSfqe1sptJul+ArIO6Dx4uS677GgvaW1p3wlMKtC94x3vqOvXr9fnPve5WlxcrFOnTtX+/n4HZBYWFrpqi37xW7S3t1fb29s1Go1mqjS7u7vd/hWt02OPPVanTp2qW7du1enTp7t3xKysrNQf/dEf1eXLl+sd73jHTIVFgWNhYWHmZYQEke7DqCeUCeVJcNTS66oH70txoE0eqJNcE7YjENB5UurT/Y0S0FbiRQDt47g9CbSomkbZsFKSwLqTX6txnL8EFDhXB2lpLTkGkzrxMZlMZvYKkp9UkRVxjTWu5NySAdeb8yPQcrtvFQYSHfvbRlWzi0zjlgExcEnIyeCq8jsM3KgSsPAA0frM6w4LKiSCEP0nCtc8icbVP8u0+p7GTk5wHk0m90vvckrazOiAqTUXjaO2PO4b7DgfD1BOzDpYKqcsNLYfI6hxeYgX3ltPmSnn6dkxHU1q485PwSvNl7rM9SW9EmdBvsQbg4g7+VQ14nU8p/0mLmvn1TNlzrm1Nrxe7RiAJD+utfrY3d2t1dXVeuyxx+rpp5+uN77xjTWZTOrevXtd1eT8+fM1mdy/1bq6utoFv6r74OXOnTt1586d6vV63S9IT6fT7hHsra2tWl5ero2NjfrMZz5TW1tb9cY3vrF6vV5dv369/vAP/7AuXrxY3/AN31Cf/exnOztSwNbTTnoTr8iDnAMHrRF9BtdT3/1/0oUkZ+4Lcz3U+XnBnH6Qc6Cue+DmWiY/wOsc5IkvJqmHzZE6zYDuc0hBWu2dR18n/nfiHLimbgcEHpPJpL74xS/W2tpa99MNvJ5jM4lin/rvuuTJwDx7dNDLY0ehYw9eJDxu/hMJafKY3093wWojIREsnbSDmMMAiNqndwMkZ9HqLx1LG1bZpwOXZIAeGJJyyWmwPQ3KAV8rmPtcfK1EDlRShYJ8trLuVpXAg2ICSuTPjdP35SRZksgnKzo85/2ossJjfAzWHUkCNvMcBXWEDlFjuewIRjxr1H8PlORFciNf5Lu1liRVFrnxN60R+06VCX6eTCa1tbVVq6ur9dBDD9WLL75YFy9erDe84Q3dS+mm02n3o4rj8bhu3rzZ/XL0yspKLS8vV1V1/Vy4cKFWV1drbW2trl27VteuXater1e3bt2qF198sbutdOPGjfrd3/3dOnfuXP3tv/236+mnn+6eaFpeXu4ewdYj19p4S/5TIkBQq7V0feEau89JspVcnXhOukT/KoBDufuatMCp+vIn5sRz4oUBmj6eOt6yC/dLlBNvbXkyzOvFs9vLdDo9kDhxDJ+HAwm2JbDiXPj5677u62p/f7/G4/EBn9eKf5QZbceTCm+T1tHXmWAo+eVExx68iChQd4ZURleelEG60XowTk/atMpxft6NyEv/3i4pmJf73ADIrysYn+qYNw6BTgpE/M5Mx8do8c8qUOsxRjk/f3+EZ2z+5A2Do0jjsBrHyoLmwdecC8QOBoM4b/brTobVLe7gF38EMR5cqQOcm4MZgXa+K4X8kE/PptR/Ah+UjxODkVe1qOstB+VByPnhMdor15GBN4FvOl0Hiw4cp9Np9wvQr3nNa2oymdSf/umf1ubmZi0tLdXW1lZtbW3VyspKXb9+vfsF6l6vVxsbG/Xoo4/WZHL/l6lPnz5d/X6/bt68WTdv3qzNzc165plnuh9urKruxxv7/X598pOfrDNnztR3fMd31Be/+MW6ceNGB1Z6vV6Nx+MajUZ15syZbo/QvKzVg4fP1W1CbSh7T364Jq7j+u9roP5SpY0gIPkt8s6sX+dTsJ8HbLhJPD0YQft3nSVwuXPnTreBW7wLxIhP+jLyk9YmEdvwYRIHHuQ52ch0Oq3t7e0IEh1sOjD19dax5FNaa986JhkTgM+jVwV4Sdm0I0QtBp28G27KiKksOk6HTfLsk31TUchna4MwKyXcy+ABIhkzjcjBEOem88kp8H4nHVdSyCQLzqFFHsA9yIvSWuq45uty9aqNDEe3YdwBsC3BkmRBgOCb4PioLvt88cUX68KFC911fB8JZeqOic6oFXR4TACGa0DH1frv/fC7nJtXozRP6WJ6goVgywEp+2B7513E2zziz8E59cIBrvpgaZ52QAAzmUxqZ2enXvva19Zzzz1XzzzzTF2+fLlOnz5d29vbndOdTCb10EMP1enTp2swGNTVq1c7sKt+9vb26syZM/WWt7yldnZ26u7du3X79u2quv/yr8985jN14cKF+s7v/M564YUX6sqVK7W/v18bGxu1urpaL7/8ci0sLNS5c+cOAMMWkOD8JR+BHlVx1J7rLH32yh59l6+v/FKyR9oyx0vrT1ty8MDE0/WEfbb45Fz0qLhX58UveU2VnhRLxD99u+aRkkHOwc+rTyYQtOHk49x/6LzkpnUSfxrTb50m8OP2Tv+kYz43l3miBLZadOzBC4O7Z1lVs7drWG52Q/NsI6FIndd/BUQ6efHh1Q7yOQ8k+Nz43pTkRPyxbvXJoEPnl8CUB0zKgd8PC6IpsLSUmPNxIMfxGQi9AsJ50fGyuuU8kjwL1LUEJL3eg9s1Mnx31lwjXdPr9erSpUtdUEvOgLylwOIkfZNeuPPWWJTpvEzPx6N9JB4kU41NEOPttPnW14Br7klFmnMCI5Sz+hT/7lw1Fw+C7rzH43ENBoM6f/5894K45557rpaWlurs2bM1Ho9rbW2tlpaWajQa1f7+fo1Go7p3715tbW3V0tJSnTp1qs6fP1/7+/ff9bKzs1NXrlzp3uOysrLS/ZbRF7/4xTp//nx94QtfqO3t7VpfX6/JZNI9tTQcDmt9fb12d3cPgEBPuiQL3lbTMQLrdJ0f88Sn3+93dqlKCquy1B2tBX0qq4fUVwbrpJNcX/9MAMDj9AH+1JF44S1f6hfH5TXT6bS7bef8seLCBIt6xv74X3NK89a1KanW51bCkwAjj7VAvxPtM13L+SUZsk+fxwl4+b9EIXGBU+mz6mBZTIanYw48UubnwToBAx9L1ArmreyUgECOgMjd78VyXDoQVoXc6aWAmfag0Dk5mKOi07F46TI9xSSexS8NnbzqZXEpwySPKRvhf3fUcra8HVhV3Y/r+ZpQlp7FsB0DaytT9YxMNK9qlUq4zptnrVwj8slAI3m64/L1ThU8zYFgjTbm40o2WjMHFFxjly03S3MeXGcHRbTZdK3kcPfu3ZpOp3X27NkaDAZ1/fr17m24+/v7dePGjVpaWupsbXV1tfr9/szLL5eWlrqXwZ05c6YD3Wtra7WyslLnz5+vjY2NWlhYqM9+9rM1HA7r9OnTNRqNajwe1+rqaq2vr9fW1taBeTBQJT/k2b6SqwQCXS/15+BEY9B23a49IBGsuH+tqhkg5EDEgb33y/6TbtHmaPOSXctPEvipH/Gv80l/kp1y3ehb3P+7Dbl8HWi6LbT8bOrbE4d5frplI+5jHNSwL32mbrXAUqJXBXiRUFned1TuSueLo+upLJ5NtxCjSvZeak0ZKYOU3yN1ShWjFDAIYngdx9Qti1TO5HcHfg5cnL8kE3cqBGBuAOJBzpE8eRvxl7IXGoYDqhTodSxVncg/nQjbeWnZAy+dp4OA6fTBeybIK3XTz3E8379DcOvy8nm5XBJgFzFIspoiIj9cF7Xxp7KcFwfIrIoyO3cQktbRQUpVznYpX37n9Xo6aGVlpdbX1+vOnTszoEL88bX7Arrb29tdpeXs2bO1vb1dt2/f7n6EcHd3t/vdosXFxXrkkUdqZ2enxuNx93j2xsZG3bt3bybwJsBC2XFOzNp9U3/yhx78uT4e2DwwuU4dljiIuPZ8YskBGefIdVWyo75cV3u9XidnxgPJJ1G6BSoZciyNwyfoCBDTeh0GXDyoU+95TOPwwRPNKSWW7oNa47G9AJe3byVE1D/qmwMbXnMUOvbgxYND1QMlJMKmc3TD4LW6nn3PyzCcWkGACiWignjVhmP5/hUHPUTCyUAJMviZ6NvHbQVh8pQAYTIm8kM+NBfychS5MlC3glfLMbjxeWAlAE2AkQHFqeWwmYFoPK9ApeDOz67TaUzOn//TnPm2VAf6VQf3icgx6f0YzOIoW/bDtfU56TzXnbJmEPCszdfcZUhA5nrrPDtIVdt79+7VxsZGd7tgMpnU9evXux9Y1K9DTyaTWlpaqpWVlZpMHuyt2NnZ6X5eYDqd1kMPPVS3b9+uW7du1aVLl2p7e7vrV0+FbG5u1uOPP15V1QVdzYW3CSkLJhe8beZgz+2ZRNmkSiYrEgnwcFO93yJ3YrLlGbvrQvJNkpn0h3NwPfIkx+3TKR338RlT3BZTRZs8t/ys2vMYZev9E1y4D+bYye7Zl9tGK0nwtfc5pz5acSEB5Ra1d0seE3IHzAXm/VmeqzoIMnwTJp0/FzIZnveVAlFCrCQ5Pr+OgcGDKtvxP3ny0iD7TQHenb6u494cnzMzG51TH16dcRDBHfs8Lt5JXFtvS0PxgMf5tQCDdEWgQgGeAZSydecyzyDTPCRnypq3UaTTrG7whyHJk8Z3kKR1YVBj+ZzydxDAqg/J7c11T5/TuruMfM3Jc7KpZEcelFvOnLIQeVIgPVdfm5ubNZ3ev92jPSu3bt2qXq9Xq6urHZAbDoczP8Kop5T29/frwoULde7cuTpz5kw3/r179+rMmTPdbysJAOnJJQEbzcNvEzpA5RyTnNmP5pkAvQdQHaMfpS9hxdTtwgOjPzFI/XE7VDsCGBLXsRVQOZbf7kpJkuZEnWxVaNQ+VbI1VqsSquOeFLHfFOzTdwdjftxv2fg661rXo1T1dF+bbIz/2cafwDoqeDn2lZeqB09xpKc+qg5uPhK5gVB5PQNgtYNAgG1EPo7GTkZOQ0vGQF45liN4jcGKSKtsTj6pXF5i5lzpvGQIKl+KB5+zKG3eSzIXr+5YXdY0FD1FwSdB9J+ZP++xe+bqcvOMSXPwe/fULwIP8keQ4Jt9J5MHj2GnzEzHUharHwHUPOnkuX7k051pCgwEZd4f5alMn4CY85+XhZKPFvBPNuv9JJum3id5tGTjfard9vZ2DYfD7n0ue3t73Y8xck+UNm0vLy/X3bt3azKZ1NraWm1vb9f29nbdvXu3NjY26vz58/XCCy/UeDyuS5cudaBUPzuh/UKUawJm1GERdZCVpJZ+cv39oQCeczCbAGYCQrQxn888SkFfnzl/EnWOPk18+W3alk90O5Ke00Y1RoscvFMGmgOThgR0CLwIqJk4sAo070lG8qQ5OiDif/WZ/EbybWyn7wRLbmeHrX/Hw5FafZUTF8uVch6QqMobIyV4omje80xVj7Qg7CNVGAhcROTHlSGdV/DnZtCjItskF47XyrK9CuHB3vvhvgdew6dwJFeCE2Z2zquCxebmZvcado7vTsaBbarieGXKAYUbc6/Xm9ljlTISEecmGXjw59ieXfr8/Todd132IOZVGFbVGHDS3rEEJBgIPcBRB2ijvhE0Zbkcm989cKWs06tLngXO49UrAtPp/ceoVYV5/PHHa2Fhoa5du1YLCws1GAy6/0tLS9Xv92tzc7PW1tbq3LlznWy2t7dra2urFhcX6/z58/XFL36xe8Lp7t273aPYzMw9WGu9xDOBNbPsln5zPVIllX3TnjgOr0mfuQ7UQQ90LaKN+Zq6bognrjn1mXNIsUHEhIz6rL0ufq2Po/bqh799ptixv7/fHafOOo/8TB/p/oH8EgDxesougY20FtSFqoMPrCRb9esTCOKcjkpfdvDyz//5P69er1c/8AM/0B3b2dmpp556qs6fP1+nTp2q9773vXXlypWZ65555pl6z3ve071C+4d+6IeO/PIakhxtQnd0SnTQrkRV+RE2KR3P+Y/yObr2PmnwbjwM9H6c/31/hPfjqF1tW49Ykzwg0fF49pKCXItvB0CSAZ0lr2ltXHYARGOdTqd169at7ofrFJw9q3BHTmfPdr7xT7IcDofdb6DoWmZOdBDKpMk/14Ky9kqGAxHKks4nZUqtjJIAiNmaHJQ7I/Upp8kfNHUgRP50bXJQlJc7UrdRbkSmbKQzDizUx1F0LwF7r6BxHgSRk8mkNjc3a3d3t3vJ3O3bt+vOnTvd/pTRaFQ3btyoXq9XKysrNRqNant7u1ZXV7unj0ajUd28ebPe+ta31qlTp2pnZ+eArChv6b6DaB2nvlAuCUBSBgKnfpz+Q7KQfvC2JeXnusMxE2BurYH7Q1aEvT0/ezD1xNPnIf7IN/WbfSY99yQnzV1809729vZqPB7P2D6vSb7YQSzb+lo4CBXR1qkn1I80JnkRDwQ2fj6Baeqz2+Rh9GUFL7//+79f//pf/+v6K3/lr8wc/8Ef/MH65V/+5frFX/zF+tjHPlYvvPBCfdd3fVd3fn9/v97znvfUaDSq3/md36mf//mfr5/7uZ+rH/3RH33FPKSMi8KloTuCdIVme8+2+dmNwjdPceFSYKqq2H8iN1RXyjTfJCNXmpTpekBg1YjvdND1SSE9EOhYy+A8AHtAdcUn73t7e/XII490vz3j2YGvHc97gPTsi06WgUxAmQ6XwVnfabQ0ej9GYE15+HGd83mRb5GeCkq3qdiG8m3pAMcgqR2dWgIBXM8EGpNDcyfpQYd8aQ6sLNAfJN1LdkSnn4KTxtOvSl+6dKnu3btX165d65IuPXmkx6BHo1H3un/95pF+FNWrrulxYuqJ5ka99ApWK6AlW6SsKV/PkKn7vJ5BXbyk6wSCk39wnXKd1HclA65r7ifcD1I+5NXnnWyNbWmzPNfSI8rRx1MSpOsJKHTMr2UfrXik76xY+bXkw4GLPvt18+KGgyqed7txPT0KfdnAy9bWVn33d393/Zt/82/q7Nmz3fHbt2/Xv/23/7Z+4id+ov7m3/yb9fa3v71+9md/tn7nd36nfvd3f7eqqv7H//gf9alPfar+/b//9/W2t72tvuM7vqP+2T/7Z/WRj3yk+xGyo9I8IbnDZnCkkrlSt4SbFDgZeysbITmKT7SwsNBlvmrbAkEcj8hf/dBxt/j3gOLB28doZQucX9XsLROd522iBKT0n2+2TQ5T2WwKpO7MGZzcUXoA9GxEx1slU3eGzDR9Tu5QHWTwuPMjSsFeTwO1rnF++IveLmMRzzPA+zwcLImH1q2vpGvUCY7BAEr+k/4l0EmARHvn2AStAqgJGKgCs7q6Wm984xtrdXW1+2HGyWRSKysr1ev1amtrq/tZgH6/X8PhsPb39+vWrVvde124l4Fr4/z6MbXXU1/Ub7/14XLWOArYOk4/ozFaFbC0lqzKOFB0cl1zX8P3LXmgpx647yAIlXym0+ncjfepakNwkiowCTAx3nhVX30Nh8OZJ/WYzHAOKQY56HPAncBmSsRoN0keDv4ZT9yfJr6TzyG1gFmiLxt4eeqpp+o973lPfdu3fdvM8U984hM1Ho9njr/pTW+qxx57rD7+8Y9XVdXHP/7xeutb31qXLl3q2rz73e+uzc3N+pM/+ZM43u7ubm1ubs78kZiNVz0IbKLWe1CqDm4wYp8tJRK1nLKuTwuVHFai6XTavcUzBXnPPloByAGcz89BgQM/KjIVlNUHn3MKEvrs5BUBrgUzUw9UBDY+Do1ax1T+Z190unI86t8NnNU7Pp3kxHWgs0vALj2W7zrkVY0EiL2S54DNwU4CQ66XHqgcyDjIa4FcfU4ZPsfXuDzm60UZ6M+rqt7Ok4kUVMl768k6zuXOnTtVVfXoo4/WeDyuO3fu1OnTp7tHpiUvyWxnZ6f29vZqe3u7AzR8HLqVLDCAuO1xHlxvrwyQb69QajwGO7fXpHscw22QCaLbCP0y95SIyJ/Ln/Okn6H9sh8mJlw/5zklkC5XziFVeBwg8L/6ox57fGJ/yb5ba9/Sccoy+QD3E9TDFsBI8k4xg3rsFdFXQl+Wp43+03/6T/UHf/AH9fu///sHzr300ks1HA5nXqdcVXXp0qV66aWXujYELjqvc4k+/OEP14c+9KG5fPlCEuGKiKxFzMIpZA8a/O9jJkoL5k6KTsB5nUzuP7FQlfeEJD65CdSdYGusFNg88LBU20LfzlcylhaJJ99s5w5Y/Yu/VM4Wj745Tu0JVt1xJpDmjpF90Ul6EHJHTz59nVxG/ku8kg1/tiDJnJ8pS197n6O/oEv88Zj3wyzTH+Om3DgmX0TngcHXi/xKjuozASM6UsmTY9CZ8xry5brLteW6Tqf3f2n6zJkzdfHixbp69WqXbPAW62Qy6R6JXl5ertOnT9fS0lK318WdvfuTVrLkc02ggn24/hNgOVGPKSPnVf9pN9QLnec68ac20i0GT16SLMSffjFZiYSewFNbbuZNgJVj+hOX4o/6mki8sopGHzNvXeZVpThf+gqXvYNN6nGKXb4e7CeBqcMqQc67j0FbpXyOQl/yysuzzz5b//gf/+P6D//hP3S/lPr/gj74wQ/W7du3u79nn322qmadDB/DTQuhdqxW0Dir8m2opFBajBZCPQzpevaTkLiMyg1onuLQQbfaOmJWOwd/Lgsv2fucW0ZC/rxP/k9zch79loITM4c0H/35xl5l+MxAdY3LNIESysSzEQeRCQz5f5cXgbhvCta8/VrNhTpPWTr4S3NxGbN9K+v1tWF5m9Uy8UBgTMevc/5zAy5LP+dBjvJjWzpW70vXpH7Z59bWVp09e7ZOnz5d169fr93d3ZpO7z+hdOfOne720dmzZ+uhhx6qpaWlrg3l7/y25N+yu8Rj6sN9I/WTPlSb1Fk98iohQaDrHdeHPLi8uZ4MvK5DnB/BEechAJOCd/KDrISIZ24uZgUpgQ+v/FLG3pY6w6RA31tAhrbF+XMNPOmgPCjHlq6kKqT7Ez9OnpIMOIcUR49CX/LKyyc+8Ym6evVq/dW/+le7Y/v7+/Vbv/Vb9VM/9VP13//7f6/RaFS3bt2aqb5cuXKlLl++XFVVly9frt/7vd+b6VdPI6mNk34vxEmKLCEdtRTn1Ri+1yJVbNiXf/aFbmVTCQl7QPSxEhg7ihKkAKK5uvNqAaOWM/QAkGRzGDBhOwYNZkHkj2PJQCmbeUG4lakQCNHoU+WKWZDP16sWvvaUH53OPDAoHtJjnwSSlBHP65rpdDojU77rRo/mkodW1sb56Hx6xw/nmIKz/vO9OS5Pr8y4LF1GKTP2ilyy29RvAi6UsYNYve7/3Llz9dxzz9WtW7dqfX299vf3a3V1tZaXl2t1dbUmk0ndvXt3JkNP4yYA6yR/5fySR69YSgdSYOZrFvS4N22y3+93T1m6PFz+HMN1wefrdkk+3HZoky5Db++3GcUT/UbSQc7b/Zb7GoFqgjWv3HN859NBUyvZdn/dqgLRdiljAh7OkfKcZ/duAzrm8vE2PE9/ftSqS9WXofLyrd/6rfXJT36y/vAP/7D7e8c73lHf/d3f3X0eDAb10Y9+tLvm05/+dD3zzDP15JNPVlXVk08+WZ/85Cfr6tWrXZvf+I3fqNOnT9eb3/zmV8xTymJI7iT91gzBSqs8p/+trIDXpOzB0ee8xdZ3r55IaTz7ZRvyqblT4d1IEgDheHo/gb63wBj3Heg8H1dszTOVov39J7yWmwxbpW/On/8dUOmH8DzYMlvgf82RgCI5DP/v6+6/eJs+k2f/xeyqmvkhQAepzIglD1Vr6My4PgmwO8irOvi4vP7S/oWWbqXg6m2SHPxccqqSETNc12m31xQMHHT6/GgL29vb1e/36zWveU1dvHixNjY26vLly3Xp0qVaXl7uXlI3Ho9n1tDHIwDherKNbDIB4xSUeA2Bjog60us9eO3EvXv36vbt293tLVYkmCySt+Qv/byvvfslHqOd810pbv/6TBm43bicW+uQQLufT0CD9u3gSd/p60iejJBY9fUqi8ZzAJXimYMQB08EqlrrFnBJwJG8crxk30elL3nlZX19vd7ylrfMHFtbW6vz5893x7/v+76vPvCBD9S5c+fq9OnT9f73v7+efPLJete73lVVVd/+7d9eb37zm+t7vud76sd//MfrpZdeqh/5kR+pp556KlZX5hGF3EKvDOSufCmYevbvJONwZeDCuqIeVhHy81TAVgbSAlBUSAKPNK7a07FQ6amYUux5IEbXECikqhYNnOX7lCnQoXG96aDJI693EMF5td6zov/cd+Lz5BxTtuVzobH7CwW9/O7OwYGFZ4sENJSDB33KR+MsLCx0QCjpogcZP8515jqKPOMncGJflBkDkNuTH9d6cM4JrPgai+fWY+reJ+dM0rm7d+/WYDDobqXv7u52v1DN8XhNAquuu5Rra64k6r+/t8jbejVWbwwejUZ17dq1unv3bp0+fboefvjhDviyWuE+jmvna8z188qpyNdHoJFrTn1Ot3lbftb5Sf6Q2w6cP++XwV7ffR183VqAKI3nPrV1LfnxudFGk3/iPFL88iqPJ8Hus9gn42ryoUehv5CfB/jJn/zJ6vf79d73vrd2d3fr3e9+d/30T/90d35hYaF+5Vd+pb7/+7+/nnzyyVpbW6vv/d7vrR/7sR97xWMlQXFBqmafHmiBhKrZ/SdJGTz46VgK4MnJuAIdppAaJznk9AK6lgJ7kG2Ny6AsRVUAb2UGHhjocMVfGs8BnpyRP95ddbC02iqBesDnuqT1kWPUuzfcaL0M7Py4A/AAmbI4yoeAzIOLOz4RwYKf57z9XAoMnK+O+dwcTLkuJVCj+SjQzcs8XR/52W3N5eQ8MGC7/rsNUZ485mDNddvlwjnpNQ9sR90lT/NuE7i/8rVjoG7x5U9gEbymhI20s7NTN2/erFu3bnU2ubS0NBPcUzCk/0g+rwUwHFhXVfeeHAfCut5vARGgp8TFZezyog45cR7kQbJwwOP8VuXbv+THE0b35cmX+JORzivlrWq224UDDvdB1COdZ+XY7cV9bvI7R6X/J+DlN3/zN2e+Ly8v10c+8pH6yEc+0rzm8ccfr1/91V/9koxPwR6GVJNT1nEv0aZgxP4TUKLxMdjNyzD82Lz27gBYanYeXA5pHm5MLQSdkLoHlcQbZcOxklyTs6OM9d+NTnzSASRZOb/cjJiMrBXMvb0brwKQg6yqfP+bPDOjcfmlR4ZTRYJrR/0gn/zuAIDz9Lm7A3RZu5z1XUBGck8y5hhpTfxFiaKUEfrxxCfn6kCkBah8vfy8H+cYDqhdjqxuJvDPYOnr5nqZgL5/15ros9ZJa7K6ulpra2vN9w215t06r5/0SDL0qgjlJnk4WPCX1wk8ah56j5G/qVcyJo8JtCRbSOfJk9sBkwP360lOqY3raUpSNB4/z4uFqYKddCr5dfbbSkiSPaW4N4+O/Q8zuuDntUtlTgcfolZQd/TJcuZ4PJ4pkc8zjHnE4O5OSRkJH5vleX3m/JzcgbccoAfFdD71mWRNfigfX7eUmbjs1c75IM+8LgHF1rqL9wSOnLzi47LWi78WFxdn3qzqANHH9ttKCUQnGQq8JQdIR3oUeyGASk+7Odhh+T7ZQNXBxzg1Pw+21EfqoMbmdZyfr0WaL/lznWrJ+7Ag5vbD461AkJIBty/XO61vehkgwapk7Y/Y0i4S6NU1i4uLdeHCher1enX27NlaWlo68LLMdPvY1y4F0GSz6tNlwMem/UWOBAScmwd634iv/6ooix+3b+qN+mRfbOef3TYS8KKtsNrMaso8oOo+OemC26vbTAtcpDHJE/vlXDhnrRn7oR0fhY49eKHTFCUn48Y+D5VSYatms+EUbKi0rbIjx+L3wxxjIjkxGiHJM1kfkxl5kgOduJ9PxurGyAoInRwzPUf6DMBVs7futMacZ6oAyGhbIM6Pu+G5HLytXz+vvZ9zPWmtDefRGoMAQDIejUY1HA5rd3d3ZkyvLLlMtCa+5pwH383hsqLDYznZgxX1w4PUPFlovg4wPHAOBoPu6Q/XW7e3tC4OJkQujwTa1MZBWwKcDqLo2NUuBUev4HAc2hP3pLReHeH6pP4kv4WFhTp9+nT3a9pVNfO4egrs9A+HrWmypaQTHMdt24O824z/sKhvNB+NRgce2+eaUl4CFQks0IckP8xkhOvY6t+vd9ChuSa/JEogmPyxwpd0jfbl8U46RtlSh1PMoM06gJpHX/Knjb4SyRGmK4HTvIDjToqLwcXRLQcawHA4nPkRvzRmCqI0VrYnyuX8BoNBDYfDpnLrurTpOMnGMwr15a/md6fuTlFzYGnYy7/JyNOLlfh0A8cjf8lxMoNrAQBmbYkftW9lMF6KFy++ntIPrpXWJT25Mp1OZ+btvyjrWYx42NraqmeffXZGF1pgS+PpPMvnqVrjNkW+0xMsApp8KoyOzdfU5Z/sw3lK12g+7kR5TvOcZ/+cN/XXQS6/pwDR6tP5SGAt8UDQ53qbAvxRMlwPXMz8h8Nh931nZ+eAvnIcB4PUTxFtNH3mPPxt6Mnv6ByfQKp6YHNMeCQXHa+qA09RJn7TGvncko+hDXIeTq1KDefqj6d71U3zbBF1wudCPjUvyd59K3WFNuTn+aRSi5+j0qsCvLhyt6i10EnQdEgtRU596RZBK3C6Q2dQT0DA++A9aSmJg5xW4NU5HydtktXxVGnZ3d2tpaWlGo/HMxvYCMIUtJW1882w7siZKfJ8K5DpOLPKBFpT0GqVW1Mgoqzc0ScQ4bd7+v3+zGbgqvuARPfiybNnJXQ6BDY8p88rKyv1+OOPz+hkCp6c32QymXH6bE95Oojnxj9/RJ0Zq1fAXJdboMX3ItBOHCg5j3TSXH/KxPXEbZN9uE74u1WcWsE4OX7nzfXM7TRtwOUYHkxoHw4kSV7pVHvpx/b29oF9Wj6ubNDBDAErr/eKLddfc+UxgmUHya4THJd6TJv05MrtieCXQIvy1fiui7wNRKDE2KPPHo+S7dL+lRQk3eEauDzpm90eko/kW4bdt3pM1PzEv/vuo8bmRMcevLQCF8mR7by2Lcfn51t86HMLaScnnnjVZ+5rcQfl7V1J3QG3AjavV58+byk6S5z+vhM3RO9fyu0Oi488el+cRwpCBBt+jvNMhkjH4HxSPsziuLYOcuiMmbmQb39nizsGX8O0Bs7neDzuXiLmsk/z5ZzYZp5+cB4ELV4hY9ukr0kn6TT9OPmmk3aZ6bOP55t8GUR9jKq8KTE91aG5O4/+x3nLZubJmmvCQOvz8jFpI8yg1WfSeZcFdYtAIY3HdpIb14KBzc8RHNBmXB8SsKa9cXz1q/HIfwqorBDS1/uPcrpv4ViSrfsoB9GthJnATn263fjj7px/mpf7MtoieeJ1zq/bK/lk9cpvE7nvcv447lHo2O95qZpddA/svmCO0KVsykJT9ian47dXEgp1Q2M7KlzLQDSm+tzZ2emcGPtkxiCH5cHclcTRtwdYfqdMfcf+6upqjUajWl1dnXEeDGTqczqdzgQ73/Pg4INzdEfVkivJHQXnQWP1vigf9uNO1gMTsxe29aBM2ZMnveWW8vI5SbYenN0ReIAgQKEM3cEw0LgzpW5I31jKZj8O3vTdbwumjbuUL3l0/fEA6QGKfDGQe4Bw+Xkl0/sgPx7s3R+QV/cLmr/4dwDBa1rAwtvwmAcT9iMeUkVEc5UeqMKWZJ8qJ65nAunpDbYe/NSu5cMc4HBdWrZMfmmjHJ+AWDwkX+jyIy++z4k8O/jwvhOoof26H0zxRudTtYhycD1MPs0pxTT3kS5bj0mJTsDL/yUP7EnRRVQGKknVQVTtDoR9+LnkOEStAJucnC+qnAcNNTmkFIykROrf5+AGlL6nEi0NmJ8VJFJlqQWqUpnR18plSRnS8bnsKDMHjuyPDpxtXM6UET/zfPqsiohnVL5ui4uLBzLSBCLIM8GY6w+Pufx9XdLTQdTzxBdlRL2RXBn4PFj4eulWWmvd3QkmkClyHnk82a47b47FdxzpWm5K5lNLLTtPsuc4tFMPlG4blGP67yDE9Ziy8M9utwxs+n4UYCwiSKUtaj6+bnwZHftwm3Nw6nIjAGMf6TipVR3hNamdB2kHfQn88DZ58l2uK5Klr3MrLnlfaU4pNtIeUuWYbXwt2I+f9/7SdYmOPXj585AAT1LKFvigEjq5QrgjTIbBdi2QJUoZBtEuxyIPrf59LN/Yy4Do95n1X2AlbdDywCr+PAhTBi6TZJg+Rw8c/JwqDXyqxitqHE/fvRpAmXhlJq29O9TkOPgkD8dm3742rQyL83UnL9mkzdHeztcyAeU0DvcSeF8+PwefLhfyxGqd2yHHS+DKn6RKsuLYrBwIqAyHw9rc3KydnZ06ffr0jHN2mVBu6p9/BELT6YMfqmQVgvNy3eLckq9ye/DrKNfknyhL8kI5e+I3j2iLes9LAl/eJ8dxuVB/XM+4X4PvgUm2lPb6Uba0s5Q46jPBSHoKKvlGl7vLTJR8uPs6yS1d5/J2cMI++cfbm8nm/LFukic6OpZ8yDw69uDlKA7Yv2vhRqNR92SQK0TKZtiPBxCWl/0ajcl+fXMsx2IfyVl5FpOCt1+vfsmTG6Y7E3+Lr99SIHBxJdW4BEbJuJJTabX3jNIzQ849GRCv8fK3AxiOp7kfhd/FxcXa2dmp6XR6oGTuZXZ3Pmlt1A+N3vVDzsbl7zoi8lJ5uiXFtv59HtDn7VUd8zauk5KHfqaAeubrkPrzeQ4GgwPZMDNXBmi3DQaiW7duVdX9l25ubW3VQw89dMDGGCxT1YBBVmOrvXwAN77rWr9G8vZ18gDOCgO/Ewi01trL/dQ9nVfgon6zP5enSLbha8BxxLd4YBKh8aW7/o4rytV1g/P2QOwv4EvJA2WaXhSp+ZBfvgesJSP69mQPzreqOmqfNvBzvZPPcH/Q8nluZ/OANH2Rx8DkL1r+0+nYg5eq7BBbAtKi62fp9/b2ajAYzCiJ755OY7WcfGtBvY+WAyElhK13MbTGcsVMTlNtZQxE2TJCZsiShfqsms2ydd4Nx/njfHUuGTcVn9d4YE6g09fPMzTKhTrjzj6B4Fbpk9f4e1Mkd+2p8sw23Vpg8GA/CTSQZzpxrzgo620BjwQodL3rld8uYtbsL6by9nTY/kORbMtfrHZeuQmX47B/gnJ/WsadqCcDOnfu3Llug+L6+nonRx9H8mYfXpnhuNS/e/fu1c2bN+vcuXPdk2k+F65vqvjxM3XObctBQLrtkvwR+1R/vHWk7/5SvFRZ8MDmQT8BVbfVfv/BO4U4N/mt9Kh1StA8keE8U3D3p+tcHj5/ypygR+OlV1lQbgQg+kxwnypTig9cRwco5NvlRH31ChznrbYEm847x2yNO4+O/dNGVAg3YA9++izHqUyLTpAK4TvW9T+hV+6qr6oDZbfkYBOo8QwplfdaAIp8kvgYZAI+BAO8ho7Zx3MHpL0dAodJVuLBFTsFE35Pc3L5S/Z0VjRC9Zec+jxjp8zoRBkg1YcCZdXBR1uZ1VNPPKNJRp9e7OY64LpC3jS+O5DWky9eWqacOA9myH495epVBR1r6bHLjmvBoDkveJN/X3MHPZwv+9jb26vxeFyj0aj29vZmNvW7PfnaJd0VHwz6S0tLdebMmSawEn8+N++bc9P1bOu3dx0k8BztxG2IvLmc3fYp4/T0j1c8WVlhFYhy9SApYuWG83K5CICqX46VZMDvDhxZBUlgJCV+Gs/9Ovslz8k3ORgQf64/7rdpL/SZyZcw0fH13dnZmdn75fL2MUituJXo2FdekvOtyvta/JrBYDBT9k3OgwhX1ybi+y94vXhxxVEbBsHkDHmu6sEmwuS4GCj8vCswx/dMTPNx+dKge70H+2FGo9HM484OCugAHaXznAeTtA50pA4OUlWDck1OP1XXfN6esRJ4pNI+eSNQZWbIc6wUMRvlrQ7Kr9frzThg37uVQHmSr4MxyoZrR+DDa/Rd7wM5depU1EuNSflUzT7dRFCU1oNBLO1j8fVyh+w/58E5pIDogDIFFso8BRUPKK09AnqJYQJU4i8FKsoq6bZ0y6uonK+DogS6HNwoiFE/HciymjLv1mTrXVKpqsDAz/6oF+RFeuVPm4n/VnXA5e18Jz9VVd2me65RqyqRqistSvbpIJX2Q6IO8r/btesXgbzWWn5Hdys8ZiTdSbwclY49eKGSVD1wYvpF0qWlpbh4fr0jz5SNUemTcnN8KmdSDv/sDoWOwefLMec5VV5DnkR+f9k3ooofLxlThsxeyJ+355gJfbvzcP5T9UHk89I6sU9f2/SEjTsJ5zMBXH9suAWG2OdwODwQMBRokg46+Ei6p+v1Ajw6KW+vPz6eSllQDgn0OvDp9/u1vLx8oCqQADvJ1y2BDl7P4MU5pSoX+/O5u+61AlXyE2xHMNsKzC47jtECelyjBIYoPw+4zrPf3lVfSUeSj3S/4Ty7rbpdESinPlzvxJ+Op301BCTUCb5zxv0Y5ZHeYcP5JHk7X65bHMPjR5IVQaP3yzbku6VD8kPs13XCfZQDavLuMdFloiSFlTfXIa47z7XiWqJjD16qMhggsqYSelBgEOH1dIRUMioEnbjapoXxY84Ped3f3687d+7UmTNnDihS6qPlGJNjShUWjiuiA6LiCuRQkfkqbl3rAKQF9PQ9BSw3Gg90rT6SrPy8B8FUDeKcXV9aQZzEPTSUJ9u3yujploqDW13n5yljjjOdTmcex2Y7r2QRoKdAKydE2/BNpwzsDmLoYD1A++2C1ro7gOHcUwXRZef/k68gebDhE1Ia0ysrbO9yoHxdF1M263P2NU6B1tdO/+eBW85Vn/1pL/Ylufr1fEyaP+qYKhEe8BIQdBlTpl6Jkaw0hvrRO5U4dooT7tcJEHxDulfdfK0EPDgnr1hx/85kMjnwBCJ5olwSwE2y4XUEOr52rTsHblP+2DZtPSW6+tyqPLboVQFeRDQMBQGvnLjR8zoHQamq4AjWMx+vALWcL/thxs3P7rhSQNBYLB0m43cAJv5b1CoJ+lxVPnReKWMHMjRyBm2XTwp4MgI6F69uuRElR52ysxS4EuhNc3B5+/rryTbPJDkXbdh0Z+HOyeeWspkUNJWdpmDlc07jz0sAuD7s1+2B55LjpSw5R2bbDiRatx18bOqjJyXsk/P0eZNvH8Nl1nLkdPiURdKflj6m4OLXSLe8MpX8iwdE0WQy6X7sU793xDkkP+qvH+Dt+1ZSk0CZ30514NGq0PoxyWcwGNR4PJ45Rzthe7dv8tKSub86IoFgypW3P92/Jhlxzqyaum4lubq9pjmr/5bt+19K1r3vFKvmyYV07DfsMjh6GaslJHewvsA8J0X0BWQbR+rzxiN5KXc6vZ8db2xsxM1f4seVnuOTR8oh8eCgwcFf4lWAjgbWKgknObVKtgwcBI2u9ASLuk4yES9+i4WBJVWdvALDQEbDTkbPuXrgZSmbP9apORBgk5+WLLmmHNs317mTYUCmHtHBkO9E7MuDnwcA/5zWO9mRt2f/WkPPdF33qCPqXz9kurS0VMvLy7WysjIThH1d/biDYMoxAS+fT1pHD1qp6uDgTPPn+gm4JvDDZCf1q2scxCdb4xNevFZ9erXLg56Oaw7+o6/q023OQZ6qEtwYT11OVZGq+z+hwaqJJ1xe8XI5uo2wOkifSYCc1ps8+5429p/0xfVEPiTZtIgxgsfYf5ozx/bkUH04H77eqSI3z8c4vSoqLwx8XEQ6txRIpXgSJh8zS46YAa3q4AY/Ki2DCZ2wI25vU/VgZ37aNEueON9UaWihfx9LlJylBxkCJc6HPCZg43zQoJnBuOySU/Z+PZjRAabbHx641ZfWX9c4uFNb32RI49ZYvM7BL2XE23Du6NLacW3URuVw8UeHzsBPufscU7BINpCqVeLfH0luVSbdIbtzn+dcucaURcrCq+5volxeXq7FxcWZ32UZj8d17969LhN3QOzOuSUPyoH2rz68Sti6jvJynXew4b6Mb/rVOoj4bhD/cVTXWV9fHV9ZWenO8U249Bf0Q+RZxOo1Zei+VVWadLvPdTQFa82Z5DanPjxIcwz6Is5XfHqFj9+TbrJffzWF60aSXQIwSRem0wcVIAcb7JvXz4sdbgeuow7S1If7O/Z3VHrVgBd+9nIuheZoW5Scqf93sOKBgX3OQ5/JgXkbX+wWoiZ5fw7gODd3Pg5CeG1SPA9QDCrsk+2d/xZ56VJzTdUYkgMGn3Ma08dxObZuP/Aaz4gVEBk4jtK/gwZmd5yrr2fSPzqaFoAXj3JgXmXknNO1JLePqoOP25NnD6A8piA5bw0dMOsatVU/q6ur3e04gVMBGW0yHo/HMzbhwcztSHsUmG26XLhmnhSwrQcFtfMkiUDeATLXmWMxyLnOMIk6DDB7oKIN+vz4ZFPrFoSucV5dlv4Qgfrb3t6uXq9Xy8vLByrUflvWefb2bKf3fXlAJhjQeYFBB63uL3i7KdmVgxuv/DqfIsqRoIVrzXUg8HL/34ottDVe2/JFCZg6kDkBL0bJCVYdzGrmXa/2yWn4Z7XltekYbwm0MnWiU11L5+AluwSY3LHPA2zqQ8bX7x984ZP6T2+JTIZFY1Bw4FgMLInnJP8ExHitruf9/JaB07DdWbNvl9fi4uJMpinyigJldvv27VpfX595Vbjk4PuRnI+0XnSABBoefOikJEPtsXFHrjHIg8vRbYhz9mqCr0+aG9sQYPE68SeQwfbzeON89HkymdTS0lKtrq5Wr9erK1eu1IsvvliTyaTOnj1bZ8+eje8jclDkY1IW4tmDhbeRzFQha4FNrzR6QCMg8PZJ97neDux9w3GSK4Oq7z9x4MixxCMfHfZKh/fhAJ0VDP1fWFio0WjUnRsMBgfGTmCHupX45W0c55cgSvZGO5ScdYxydvunjSa+CGJ97OTPPSlyGbtv8LiR9s14H+xLY1I/1F+q9ngFaR5ATnTswUsSMAOZLwiNngHXFcCBjNr7o4AOmKTAzCyqZrNqdwAJobfIszLxQWNqBWbOi8ZE4pxSNuSKl8CXB0sfI7VtOd8UJDk/Pu7tgM4Daloryl8OUuucQB3HT85kOBzO9Kt10XkGSMrU5UCHncCty4U8KEimfVPzdvwn0O+AMjk4TwxS5TMFKgflkpPWIOkmP3u/PK69Y+vr63Xr1q16+umn60/+5E9qd3e3Ll26VF/7tV9bjzzySFU9qBB5QGef9A/uA1ogi8d8jQg8uaGVNud27uN5MHBwSPI9K6lCMU+mDLy+FiKvcrQCLquJ/vQi9SkBE72bS68EaO0NdP/lySP7T+8CS1UG74fy9gRDMmMfabM8+0l6IiCfQPG8d9VwLT1eqW+vmrDyWlUHXkTn6ylQzphHuTtf5OModOzBiyg5nKp8O6hq/nsEuAhJeR0kuaGnEiLJnQDRPMGTgxBfdN7rpvKR/L00aqe/BLAYHDUHPmboMuVYyRGoTyk7ZZWoBZzcAbmxkjd3pJ7pcXwGHQ+sCoQucwZ19jkcDmNGrP7T/XgPQu5kPEPyErCuGQwG3fuN9DZYboz0+TuP6Ry/q40DLLcdtXfQk9ac8/cqBNfGQV4rEKgvbc7t9/t148aNevrpp+uZZ56p3d3dmkwm9dhjj3V257IWJdDd0v0EXPw8+1Qgrjr4Snev1qagpOOu3y0b9T79FgP5JXhiYHY9SbbG9eea+LF58kyJFX2q9uB4lUXEPTO+sTft8UtEwKaf1nA+5c+08d6f+qM+ORB1sOjr1opb0+nsiwfdLqoO7pGhXtHnsaLX693/ja2dnZ1aWFjoZOz+kroof0abZALX8iFHpWP/tJELlGVZX1waMQ3F+xEl5+6LySc9dE1aOF7jwZbnUrbV4omOQ9eLUhbkPBBcKcuvOvjSr3nzpzG0gAv5cV7d4auteJORjcfjmayNAY9OXP0qMyP/XrHgvPypBc6P/HnwSHLxc5qTZC6AoXaedXsg5znvW3qgEjqDk8vVZa5jKUhSdtQNVm4cmNMJc7wURDkPX0+/Xm3JF4+nRGBxcbHG43G98MIL9bnPfa5eeumlGo/Htby8XOfPn6+HH364zp8/X2tra92TYJ6hkn9WZTh/ypzX9fv97rYsj0nPXDcTcHZy+RG0sA2/U7f8CatUFXIdSJk9fWkKnCJWWGiDlB+Dn7ehb5U89YbxVgWxtQeG/bfacj05Pwe0/p4U910cq7XHhuvsoDStqchtwNfPfb3aqE+9cyeNOx6P686dOzPANsVO+iKu7+LiYvcCTo8fia/D6FVRefGFkxOVwImiExKkwjnabTmSlHUTQKU+ya/vMeC1asPbJmnhk/PR2AxizADImzsaORN/J4MDQr/eAaAyEl6rSoDLXnzznqnmlTagpQDu55wP3nv3sncK8PrzalPVwb0DDE7UN2ZG3PDGdUug19fdx6a+UFc8E1M/zEKTLvN2QqrGsT2zSPLl1REH58ku2beDcPVJvXc+PNDxu0DD9vZ2XblypV566aWqqjp9+nSdO3euXv/619fly5drdXW126zrm2+9BO4VQweuXHs69iRH9pGOO7nusJ3WONkyM3QmA1wHXzcHSL4mLfDKMahPlAOP8xh9lmzOdZJ6Tzn43OlPqmZ/08n9D21NPHCTMH0IQRR1uOVL55F0xP0B+U8gh+RVV17vvpD/0/z1eTgc1sbGRg2HwxkeuE4OSpznlm9zn3AUOvbgJRlEVS6/OaWSoyuelzBTsPPP85wWS+2ugPMWtzUXBgVWLHiO1yTe3JmkQJ2CiL57AOGtFaF9ju0AqgVQODazILX3WzjupFTlmJdJcU4puCaw69eQR3dMnBPXyH+jysvIBEasNklmusY37WpPgIIax3OgxbWg7rqjdznQQaUX5CXg5LJwOVA+dKouJ+rAvOP9fr/7zaDBYFDnzp2r06dP12te85p6/etfXysrK7W9vV1379494MhdD10+SQf+P/b+Pda27LrrxMd5v+771sNVsZ1UXiI2L5MgkyagbqVEQlpRiBAtS241gihGQIQCdCNHIhHPWKTpKHKEiAJCBClB8A9RQMKtiPxhmjZOcEhMk4QkuIxjO1Xlqlv3eV77PPqP+/uu+9mfM+Y+pyKjX/epntLR3metueYcczy/Y6y15u7AjD/J7/RdpFMjf2AaOSYrjtRlBhMCY/Kxq0SYJ1xvB1ar5qs9Hd1LS/MP9XeA3AAiLTrvtdv/c2zrCuccVQ/pT/xg90ie5htpTutk7Ou7GON1mN/0fefFlA5oxn52dnZaGrzujE+bjQ45JtKPvZl26cGLFdCZD/+342BjPyPSzrlxDqPMbvw0B3o6u6zFjmWEuq3Mdpxd0OH9dWYn2Sk383YGwcDA43ZypJ18JP387ucOGGSrnjw41q2HvOLYObe9vV1V889InAc+u6DD6pX7d0DZASd8YMA2Hwk2jo+Pp+Cb9XTjU4Z24nYonc6HDmbV5BXnY0af43kjq5NBgNQo+Lpi44oO+W9nH5oJhMjnrOvatWt17dq1qqp64YUX6qu+6qvq+vXrdXh4WPfu3atHjx4t1AHKP5+0Yd5aoY342Mgunch0gKDzceZJB0wt7y74sq+f2+gqj12ANNDLusgrA+20yK57hqOrQJJfpK0DANGNlZWVunv3bm1ubtbGxsacXEbXhxfmdcbj/PnM82580H8UBzK/kxye9zHzPa3zg914vN6+hzpoG+f1lglt1jpB+vJpULSoXfpnXqr6shQrHBYi+/kVWgZblhw9nx1tN76vMb0eO987hz9aa+7vMxiO5rcz6cq5+d87YJKPXbZiZeVrh6YnfGWW1Y09AjwOKp2hpR/pMI8o70UBgo6wO0e50AnYKUansk7qwOiNBzbKgbw7OTmZ2/acfMo4R0dHZ27lpU/OhxcOGKzi5Lz3CMk8DnKd/Xg9Bqfdg4/5NVtXQLsqxsnJSe3t7dVsNqu1tbXa2NiotbW12t7erp2dnVpaWqpHjx5NVRfKmHwLn7je6EFnZ1kL5Z/+iwAF9cABL//PZrMp8chxA4suCBssWTeoU91zJHx2ymvg2FzjebdQDDh9q6Gjl8cIJBlw3Z9ruH37dm1vb58BlR3/ou9cf67pXonONYeHh/XKK6+cSfzsHzvgSHr4fydjjkP/xWutzwQdjAEdwGGlMdd3ANvr6oCYAdrIF3TtLVF5qXryzEQYGmPf3NycE6aDEAVJpaEhunTK13NZ/sw4/GEtBjXTTEfo2ya8xk7DDvsiCpE57Fj9NHznOPk/HU6OxfE4kLG5OuUMzVmAAQl3R+XaM4ZBXQc0DHD8JlZnnM4yusqQQXCOZZ6Max4TTHo9aQQMrlhZt6zXBG5VTxxxNuOiYx45dTqujBn97oCKqz+UgWXB9Zono6DrN0woIwPIg4ODOjw8rJWVldrc3KzT09Pa3d2t09PTevDgwRSECAq6RtulztA3dLIwTV1Atq6PQAX7dtXZRQlF6GSFgzLn+ni953Cj7TC7XkQTx+7G9bVdHydg590yqjr72i/HGPGA68w1HUgirTdu3DhTjcu1o+SHvsG88jEm5LaPzj+6X673PJ1+doBpdJ7+tOPLeWN17dKDl6qaNgRLqX1paWlyWn7NrWoeDdrIbCwMSp1CdtkIy9ocg+OPKgx2dh2oICq3snRGHFq7TzrEvL5JcGGl5hbjNriq+YoOn1dYRBsbXz10VsC1eyyXcRnEmDWzf3hmIzTwIK8M0hy4GUzpQEZO2gHAt6ZYQczn6OFRHkvlzABlaWlpekiVa7ZOORBzo67YFOWSfhnTcjN9DjydU6Xzc7/M5QoQx80PCj711FN148aN2t7eroODgwnUea2enzJcdNuG17APr+1ANPW4s6X0XV1dPbPfB+nowBH10bzKfOa/H+4NDQ6ylAvXnfMMYrTFjn8d72njI4DOdRqIeB73T2WFAXZRskUfSznRhuk/L+LnuLbMRz7YP3RA3npJP+Y3Rq0jnb67dYCGfAjdHeiyPdM2uzG79pYAL11QWl9fn9tLwU5jlBVwTJfBokCjTcaoYItKZZ0D4jUMVHTWeWumm6Oq5ral99pcMaET4lg0Fr+pEqf/6NGjWltbq52dnTNlS1cHRqjfRhcAxfXG2Rp82gh5bz502uF1jrYLAmldtjBap2VGXfCaCO5Ik/UxsnbVj0ExY3gezx+9CJ/9GjQdW+fc8ioxgxIdJJvtwfxzsIicFzVmdouAoOUQHb969WpVPXmOwbdfzLOuGjdy9ry28wmkkS0B1AGi+395ebmtdnkN5kMXkBw8XJlz6yoNBDHWG9LIcQMaqDPenoDVEVbS/UZRV4WM/hsUuNnW7ZMybrePUPrxOTPSsAi0dEBsZK/0qV1F20C6eyvT15P39CnWd+sX9YhjUcZ+A43+hOvr/MWi9pYAL8vLy7WxsTEntNzrTuucERXXOwRmXAfgkWMeGUucvAXeNdJogzKY8vr9KnLmphJ2iJmGOELi6bO2tlZ7e3vT8xN5oNSZVZoNjSVvBjE65lxjZ91l5+FXl+14LSMn2zndkQ50tzdCR2g3LzKW9YhBgPLguiw7O6Q0V5bM36Wlx5XI/J/xeMuT85heA4cO6HDuRdkiA5+rewxydOJp5FX4ZSBoeYdXscFUaLlm2zMDLbNqr4OOvQMzpLurLJFnBk/dmLxuBBasf5aRK5QEkR1tvpZyNWgyH3MNq3amK88e3bp1axqHbxp5XQYxbJ0usJ8BCYGBKwheh+fyVggEWLRTV8etLwYntO/uLSfOkTVbHwxIOI/lZaDTVTLzadDD1sUYn1sEKrt26R/YtYGTud0GQQ4QFmAHILqxu2DTNTtYOxc/lxAlIh1do3FTURn0Q2dXWnRg6MBYrkuGNJvNamtrqzY2NmpjY2MOlHV0OriznysQOZdnWzJudxuFQG30yTWNZG7QkfPkrXWGBt3pjgNyxrfjtUOKE7Qj6iojI5DSOaQ80L2xsTFt8sUMjGNGV+LEcuuJgSN2FTk40HJMZ+bWfcvJDzNbdqQv/PIbLB4/mxvOZrOazWZz9NiuKTeDrG49nSN3NbMDIF4PGzN/6wr/d6bvoJY5Or+1qI0CDPWue7CX+j1KJMyvgEKeHwEQ0+UN9Ebf+b99HH1XgC3Pmw6Dv043+T/X4/iyqELBc4v8vwFdZ1v0CyMw4/iTa1gZ7OzR+tX5L57v5lvULn3lZYSyO6XoEGCMwIHUpcmRQae5yuDmIBiBOgN1SXDUjKyXlpbOVCvSj//nOZSufNxVAUhTgp5/eJAZBoEHqyqh0QZeNb9VOR0cAagdtQ2fQcYPNRJYjMrXXSCywdO5EBzknPsTqFHfrIe5RUQ+dM9ahT6W1Mk/Ol/zhnI/PT2d2/fFPKK+sFJ2fHxc+/v7dXR0VOvr620mnWu8bvPELbf+IhuO6zEYRMkfA4ysi7Twf67b1zjAdaCV43OsfPfusaEvt0diQ5FH1hCZUadHAIa24LVZvn6F1/7KtJp/BLCUhUFemoFf6KK+37hxo65du1anp6dTddDzUtYZt/MLpKlrI3C16Bw37aS9k0+UC/tTr8xP+4rOz1h32Y/X0585hljvaS++ptN/8tzz5pOPMziZYdzN9/MAdNqlBy9VZ59pGDk7Z0Kdwx05pW48z29kvQhhGhx0WVrnXBy0O1q4FmcodkwMlFZQGh0fRjOQGAE/OzQHJb+m3iH2BCMGNgb1zjnYwTAQGMh2emMjJl9opDZQzmk5G5iZfwlirHwsLS3NBRyvzRmgj6fxWYKMb10jD1xpyBxHR0fTr/ryF335ULyDLNeY8f1r5fm+tNRvfU4dIF8jD/Ogk6kBbscn9uH83dh8Rotr83jkJwEm5cLsmICEfLfsDKIzTipmozeo6BO6CsnIj3agPMcdnNj38PBw2rGVACF/BNrkvSsplhl9TPg6AlAZ4zyfnEYdNEhyVYRjspJkX0La7KO7Zluiz8t1BB9cd5c0cA2OIQakfguTtHQ2QT03vV7nRasuVW8B8BIGGQHnHBnP/3O+M8Sqs5UUjkFnxLHsSEaImf153orNeXNdt79GmrNJr4/rioPjmKSP88fwWHY3n02DHXAHMO3oyJfzWufwOiDFYJPmANW9DRb5OYBTD7rM2nMbBDPQhY4AgMgiNI4cHHlLAMj5qIc8nms73aQM7KBzqy7Xr6+v19ra2lQx4XpH4I08JU2+vesssOMB5cDrOjlQvpFZpysZl4CegcFJAdfIeekf0jqfkTe3CEo6cNlVQgN419fX2/1vOIZ9nHnNvVw8t3nvRM265zXnB/4yTheErZ+mOW9A5rgBzKLvWXN3DefpgI2TPieCpIdgzDEkOtjFnc7f0Ya6KoVjxGgMNoKLka8w3V3VpvvuxIA2P9qD6yLtLfHMC7OIDvE5oyBC9Fj89HcDjS6odRlL9z/7kiZmUw52VWerRwxy+c61doGPwTJj+jkSBtjT0ydv9BwcHJzZc6XqSQncjesjD0cAxfyO4TsbNmgwzRwjjt7ZWecY6DS4ToPIjE0ecX0O5HQaGZ8yJo08zsZ5TC+dEzPbpaWluQ3qHGSiLx3I7sBBHoTn8zDkEcfzWCO767IzOj1vWtfpKXnM+XwrzXIkz9KveziXfc3vrNuNbzY5eGSM3H7r7MNrJl/39/fr7t27089fhI9OmtgMZsIfBvCOx5FxADvpNJ8MgCy7zJvn6Mj/8KirCGV889n+j+vr1uiWKifHMg3hwWgMb+TH9ZD2LojnuBNIxwlWWfncmoFlZ8+0J/LYAIm+YQSoDD69LsYfA2r7k/Papa+8VM0zP5toWXmc+diZ5PyiV+R4nEJ2wCJdzvKttOzbOS7PY6Vihmi6Rw5mxEOPYyNihmea8z8dYxxUgI9feezmy/H0Y0WCToF/Dio2yi476vjBjMYG6OAeUNBlzAcHB7W8vDy9rs+1deMnyPlZkhEItgPJOKaDx7p+pCvfresjB+egn5Z+Bg0JEt3W6SP7CpDwK6kGSJ2jDSDgM0kM6hyn4ynBXQcGbAfkhWXcAS/y0bSPADHtcW1trba2tuaqNwbGnd9xMB35r86ndGCqA6Mdv0Y2R5/RJT8Zj32j4779aHA4AjOcO7SNABwBm5+76Spa5Ju3FmCfjBlw29HldfBa3p5iwpL+jGuulnXAJ3P5dWr7HYMYNuuMAQ7B/kXapa+8kKH8P80ZS9X8bRJ+duVqjudPXu/zDOJd35yLYx8FKjYiWI9HRXclxvxippFPl/z8lk+ybjtGns8xBl/yv5uHfOO5GF3eKEnzMy++x0zjyvdUCfw0/CI96TIp890Z2+HhYe3u7lbVkz13CGBHQYz8WVo6uz1+FwjoqHJtHsrldvteQ/cWS8czNoO+zJE3eeg8u9+hGjmzLiu37VhepnGUDXe3UkZ+oqvsmF9dRcD9uVb7CoMkgkLKvgtk1suTk8fPHF25cmXqNwIS3dzkM+lMhaLjF2nJdwf8EX9yjnqcuRZd042x6Dt56eP0gzzv+QmOGMi7fp0fHtFrwHZ4eHgGmKdfZzs81yUl8W0GcAZgHUD1vJ2P5DFWjR03Oaf5PuLTqF36ygsVhG8fdGVcO086EGZmYTJLbW5dVkKB84n60SZco9sWdmLMMkK/v8eZZL6RQ+m2yR4F893d3VpZWZl+E6Tb/K3qSRBnlss3nxZlZ1wnN6WisTGzpDExczK/0qernDiDIKiyk/V3Z+zRG8oooItrdxUo1+fWFN9S6Pjgt5oYyEl31uO5OxDPtYXmgApnuH4mh2+acazc+spO19QV20iXbRrk2UY4BqsTmdtVq1GCkD6utJJe7uXRzW/ATH2kDMh/tw5Q2X+lakkeW9e7hGlUNaT+dGvqAKXtgDwNfV1f0sHKK4GBm4GRaaIfYnWDFVbP7UStAzCuUBqseQ76jhG/RnLf29ubfm+ra11s6M7Tn3kzT/brZGxgMtKXXE8dN5g22OsSjrSLgphLD146Z0ymdsGRbZQN0zGyj0tzpIEBIgaWHX5jJCNH5mCUcU0zAxDnp9PPrbP8z4dz02jEdLB0NFlHaFpdXZ22Vyf93qDJMqBs6ETsRMMnBkj/dlTmsIFYJubXyKDoiDuQRT53cuN1+f0c/9LyKEMjTwySR5sG+tgoILLiYzr4vx0tedbZVWzDx9gvbyWtr6+fAU1chzOzLpB1gHS0XgI8XmO+kWYGIgMjNp/3mB0IMW9HOpZrQgdfm8613brNO/YbZf0dqOUcBvUdHbQZztUlGG60b17HKlkHBni9j2WuLlCn8dmjrpl2+keDbIMj88FAr2tXrlxZmLwmXiQGdHvreK2dvjP+eT7yyyCDekSgah2nLyCg6wAcdeYi7dLfNqo6W62ggVadvQ1DgdCA+b8NyA7bc4QOIvnT08d7FxweHrYINONWzd+CIN2ZJ7dPnEFamZkBhZbsn0AH7+yOAI+0JAAFDCWjZuAJ4u8qEgxcdDAdX72zJr+PnLH5n087ccvMwaQL7KPgzT4ERQSuBgIGu3QYvv3EoEFgwwBFXXIJ2xkYr+kqEF0gijzIH+r2aKxshFdVk96N7MaOL81Vh44eros2y/FHt0VSRfQmXFyTdSWfo+MGw13AYACiDRHQj8azXbHSOgKhOW7boT51zTZrWXX8GIEKN54fBe80vtLNwBj95iaZnZ/wHN1aoq+2J+o1ee110i4oh87G0ngrkj9tkmYw6Ap316yzBg4GH6xQdr6CazfI4ZppQ05geU3GOk8/2C595SWN1QAjwLSu1EehsxqQluMOECMh0FE7G+oMIn1odAErfCCU43Md6b+0tDT3zAPX6fWwHN7tQhznmFtfs9lsGpsOxc+jdOXqDoHzO4+FXj6bwsBqx+DqkR2E+1pmBhYO8gQnI6drIEL6Q7PnY9/OedDRdKX2UfDnrQ46lC4jtJPKmH6o2sG6A390sAwuecuJ+p1bO95bqCvLh+YuAHXVEvLcztogxeNzY8POZ5hPnY9wwBoFFPLStPA6NgYNZ/+e17SfB4Q8huVvoMO+Hos87mybPqcDL7zO/QguXBnp6Iv9eC4DS8oi+tptgtet2+DbvM4x751C/TWo5VodT3iOt8zo6zsAZT/IPpyrqziSR27WR8vqvDi4qL0lKi9VZ5Uo3w04qOhdEIoTGmVDdhxEo3SMEWoecrXA7Ow7J046HPSpjHTANpBRpp1PZ/oug3KMTrm754K6p/M74GAeckwf68CmX4EkL/g9cu8CP895ftJNHnA+zkX5jcAtAR6D/Gw2mwOS5LcBCoMOgbeB7Sh4e23uQ53mPK68sF+OUa9jK3wrxA8O5sHaUcbsNzzs1A2sDMqow2mUacbsgD7Pe83UBfK1o88VIOoo5W2d57FkufQTI9umToz60B5GQNby5TkHWiYc5Iv9RRcER8CDYKV73dk+c9S8Hj+ETfmxivxbaZ1eZK7MTXvtgCr50K2FcaYDG45lHZg7D1R3foOVf+oQKzBVZx+Q9t5kI9/o9pYBL2l2CDYo9zFIsKOhgttwu7GpNBQm52NztcKZnv8fKWOuZ9me63UJ1n9urlI5mGX+fFrhvW6f4zzhGdvIuNg64++c8SJHQBq69dHhWNZsoxI45cc1xRHwLYFUzHLOjiLnqK8dgHDAzHjkjddqnppvS0tPnsVwhsfrmGmlere6ujr9MjWPhX7ezqEddvLssrjzQJSBjmVCGyA4c1WCwCPz8SFt85NjM0hyLsrDYJVzRvaWFdeVY90YBg0M/AS91vHu/zTyp5uXfQwMR/pH2XpdVfO/UB26Pbb5ZhC4tLQ0vSnHaxOESTfHM+1Ojkf9mVS63yIA063JcnTlg339xh39RidT+2jrvf1q5ud5g+cOyI18qNulv23UAQdWC/jKqlGpQYnHqzr71kHnALv+bLl20TVpLpkbAdtxc4yuenMe2mXf2Ww2zGZS7jc/urdPuopP55DpwIjWO7DYgVLyiJ82OgYN02TgZN6y3OsA2d1mMJ9Nq4MQ5++eaaI+2HF19BrEmG7ygOfsWLsHjkNPjtt5d/ZkkGUaWdkIfTwf/ocv3R447M+1WSe7gE6f0AXmXE/aKZPuOYSMzWczUhk1fd22DV7TCPh3gbPzHx0YsE5njdYb+gMHSPsy6yr70AeOgP5I/0Z+xK/9u5+Bbr5zQ02uu6NnZWWlDg8PWzu2PWZO09rxv5Ol/QKbK0QdP7gOVj679aU/K+e0Ga+T/jrHWXlmf46/yMbOa5e+8kLDDnMZBJ1x8ppOGThWVU0Pc/l4jjELrRo/8Z1zDsRd2a/q7ANV/HPjbSfTYcfWNVZtOlrSJ8+9xKi9/0q3UyjXwP85J52ejX95ebnds8NVoy5LNh3WlY5ONq6Vjsi3cmy87MNrU3UwPQGEdorO2Ds6Rw5jBLQuWg4nGPHayG+vJY3y4jp4jOOObrcxs0zQ4X4k3Bl61Ah+KJPzbN997IQ73hAMEJwYgFhfzdtRoBrZin3eKMMmjZ2vsGzIQ/Oz8zv2W50PHIFw2yd5wttGXfXX42Yd5p/p6L6z8fX7Ed2db7bf5bx+cyg6mTm4VQHBh+OI56CtUY7kx2gdXpMbfWG+W886EON4eN7cbJcevFSdLa3awYSBvN9oJ2XUmuMZP68I87iv7RS7a6w28HtozJwXGSt9fWvKxzIGb1d02VSuT/CKEXGvj9PT07p79+5Er9fOigQDcbc28p1Okf2c5Vq2vMVikME1ufpmIDLSB5/L/+dlEqNbkTnOB1ojGzofrp9rtrN0cLWT6xy6ecX10JETWDkgeL7ROORXJxvK0Q87d7dAOF7nyOkLPP9Ibl2gZbNNdYHdfO8SGfJvVHXy/N5Nlc232RjwnBkTRI7AoufsbvfYrrL2zu9YR3PMa7R+ZAt8X2uA4k/aDiuZ5MPKyuMfr1xfX5+rvCRRtc6Rz6SDnx3gI722f1+fh9gfPnxYu7u701pGoMhyzbHQT79LUOOfMmAS6GoX+e5nzzqgEuDFOSgPA6rz2qUHLxRWVY/u7FAdHEbGsbz8+Ld8Dg8Pp/1a6Cyt6J2DP49273mQOd6MkFmBCA1+m4NrNuLvgqwznY2NjdrY2Jj2Xtnc3JyyEhpkaOefldbGQroI4tInPwJIuYT+XN99dzAlfzvHaKMdlclHGRbHIC0OIsfHx3MP6caZRsdIJ9eRMf1AsfW4AzZdZaoDZJRZmqskpiGt0y86YOpTp98dXx2IOxlwfn63TZBGg8Ou2SZHgKyjm89OUG8NwDse0IekWkddIMAb3YbpfFHn70Y05NPgnvN21bfuwVrP6+DKc9QT05rzBrNdMsI/63oHuKtqquK5epX12k5GPofzmlaCu04us9ms9vf3h2+/hX/mv98aHfko84RJbOi13fC4wQ9llgp51ydjdOsZtUv/zAuZa2Xya58jhxdjIvLMsZT5XdZjVuc5LDDOxf89TufQXJ05D9SwDxXaZeXwp3s+x/xcXn68nfWjR4+m8bMhG6/j+Iucqjdg60rhdNYOnh1PzwvYqSD4OGkg6PM8BhK+HWCa8rm6ulqz2azNiMwfOkRvBNjN5UzI++RwXeZVB37yv+3BTtR8trO2zNKSXWa8DhyObCf8yTj5n+vuKqoj/nVAL//7to0/PbZBPIMorzs6Omorngbf5MHo1gftjLLuqnRdBt/Jjrzpqg+mMfqbeTkXm/2JaeanAZJBwSLgFZ4YTHTgxbTxlqT9F9dqGklXx+fYULdBKuUTn7K9vX1mc06veQT8M7/9n3WW1XLSbFDXgcjO1g3iu8/zAHPXLn3lJU6BGWOUsap/Ij7XdYg21wQ9JitOs3MeVVmsxDnGebq5q/pfYk0b3X+1wrqx0hGHz+vYj4rIW0Z0mEbXHMc0GHzx6XuDJQe2Dkhw/ZYng6/HTDPQoXE5u6fO2Ai7tacf+2fNXcZJHlCXHETsgMjL8LhzbF2GNAru6c9PBkSPN8rqKZcuSNtmCDwCMsN3Bsb0zVgMfE4gyFfLKBl292eH72utN2zWZ45FvRyN5z1xXJpn3/i7Dvi7sRpheruxO31kBTWyST9WSbtXcRcBIVcQOv4ussHuulFlz3zluhJHDg4OzgCXznd4PvuZ0GBAMArooW1tba02NzenPbYW8ZCN+joCI9Sx0bXWf+tA9xfdTmXR1a8R785rl77y0gESI8F8TwnWyJFj8VwaA5yDjjcF6641uqVx+NW/jB0nTiPgboykx1lBzrPlqXkHpao+E2IfPnjI4OI53bpxHYQINMg7ZqidsjuIGYQ4gJnOUdmXfTmus7rO2XN9nDuvCad/t1V5QKKBm5+zOjk5mRybMy3zhbzu6PO4pJt2RdlH/qGBvKQ+enzLx28CZRxn4vnuZMT6ZFDJOd2n23eCsvBbQARKabZV2pXXa+BCusj38I2vpEcHOp6SZ/wcBQfSc5GHUA2yKGfqDfm0trY2BAke33Rajzu77Wjt6Bj1pQ83zwxgyQdurEgaycPOn4zWZ7qc4PEVfF67aNwu7nQgyLxLf/s78iAt9t/5vI4u6/mbaZcevBDl0RGSaXnGoHstkQrlMrnbyBlmPDvNfLJczpbyYKfUzHijWFa2HDfw6YIZS9ssYRpgcJ70WVtbO2NMGdO3o0y7gyPPV519CJetc8RcN6s0HVjhNeY9HQ/nS+vAa46Txx5nJEuOw1sLdBZeq4G119Flo9ZROw46cIM9nuf66JwNhLr+BHtd5SV/o9frO70yWKma12nyowtII9mwD4Ez/cfIOXNtBhGktXvtl2s07y33DrjY1y3aOp5r93g870TIgY4y8X5DGc9+ttObi/g0g93Ohrmu7hxla0Ceazjn+vr63C0b8szb+BO0mu4ugbDNGRTQT7Mtqjh1Nn96evaZuLRON6NHfIuI43Od1meul7xK/+5WmWla1C49eLGymJGd4RM5dhkBQQHnWQRoDGT46UyHTtG3b7o5WD7nvF0Q6cZwYPC62Y/BIkp9dHRU6+vrtbq6Wg8fPpyjN9d1n6PmdZhvI+PPOQMiy78be5SZMkgtAjl03Bx7xHdWavJ/B6w45iiIOaDbwRksE6CMbMM87WzB1/HHPS8aeOnAaFfLy8tz5wjiKWPvseRdZslDyjLn7Xg73htkW6YMfg441BnLMWPR9hIYO4BjMG5Z5HsqAPzlevNj5AtG9sG+Bh4deO/4RJA5oj2N2yqM/Jjn7XjMn0Q5Pj6edjTvqnkGqWz0e5Qn7dhVxQ4g2Hd1POrWZ5kwATCgGK3FNsy31HgNv4/0ZBRTOhBtWlxl7Ma9SLv0z7w4+7Gjq6rJ0LuHY5kF8/horg79Gt2nxRC6VzbdRmh0JOzQ7GpSp4ShnfemOwBjQLe8/OQnB6qq9vf3pyqSgUpnwHG0Hd/S7IxyrJMDDWrkiEbXcVyvN3/WBQbCEVjheZdncyx9uH+DK4acw07Gt2Usb9IxKhGbR+bBCFByXXwzLeObP+RN1kvaWMGzXCgH2i8dvkE8nXz3GqidqJ1xB9qsFzy3iJddhagDbr7FMdqQjRWI9M3OsKkmW584fwfSSbf1yNu/k37rFa8d6VmaX50d2SftoRs3POTx8G5vb68ePXo0/RhoaD4PLLDKxmYf1FWreK6jlb42/X2s0zX7I8/J2EXacl10I2NlPj8EbH6zf3jgNZnGUZXH/9N/XfQW0qUHL1XzD6N22UMUcX9/f3pYj8GDystMaJEDoBBGwYIbaqV1hklFymZvHmskcGbhDjrcm2XkVLtrPScDht/YoeMcXd/NyywngSfNmSxllbHCq4xJMEO50GCc+ZA2n+v44TA5uAAA4G9JREFURRpJS8fL0JG/BJr09SvqHiuZKXXD2ZCbAxLHdMmbOuhytvtybAJmOj7KpwML+eTzHPwB0czlCphf+U8Lzc6wrYekt3udlBUggxX7CR43EDaNlCn1wPObp5QhgR7fWjGAJP9HQMIBttOT9PO4bAzE3XmOke8dQHBFhG1UpewAYZo3zBvZJMGxgWv6UVb2Oe7bgeH8bzDIMQjsYwvWT88V3jgmmeZ8d+LDfgYhXeLVxQr6WQMfA8VRwtDpTNcuPXgx+iUa7JxJ1fjed+dAuioAHeUoS+BcFr6/+x6xjaqrXHTOqgu0dIBWog5A+WFM0tkFd4/dPVcUOlmFonPwfXLfVjAtI2MaracDLQaiXIcBj4O0nZ9lx9sEcUpdgOd8nYPzGh1g6ZS6ABsajo+Pp4x9RGvGc+DguikL9umCDYN259wIPGlj1A/vb5Jmnbcu2qF3laMOWHO8rJkbCXaBjbptflU9uR3EHai7oMAkx/bWgZ6cdyAi4A+fWfEhnR0/O+DPfpFRp4/UB9KzvLw8PTMyAnick/xbBIy59u3t7bpy5Uqtr6+3Ptb+2zK336ctLKoUdKCl89/uXzWf3FJP7St9Hfng6mKnC1XztzhHvsiN8uM4pMvzM6HghqiLYuSoXfpnXqrO3p+rmi+3h2nZm8T9yHA2KmSEyIzPJez0NV2eiwCLzePl/0VC78qbzko72jxmAEs3V4Jvty9MF8y8fvKLwYHX8NV08zCfI6dkwyU97mdaDRps2HaanZHa6Vq+MWAGb1e1KPuOZvPDc3LvBjbqhuXFRr0xXzmvv8chunpTNb+3BeVvsEmQ6msNtKnTfivIlTra2wi4kn4CJwIT0++KQTe+K4kd3RyjG9NrWhREM67pZTP9BDVp1mODR1ZJHVCtFxnr3r17dXz8eLPJ7e3tqU9o9Jq7sbs+lBftq7OfDkBQB6hDBqJdi74u2ier80fhP591DCCkbxzx0+NzrY4XBIed/ndyz3Wk1T7A8iePbVv8tG89r1168EJBUHAWmEvkdHxRgigVjdfGnLE5v79TEUYG2QnwzTiqUUaRlkzP9HRjmIZcR17mWZcuGNrYWHkY0dc5WTqzrqK1KAgRIBmM2Hj8ert5sUh+HVByP2ffDJDs11XXPLd12tmqQWsXsBh4md2RbtpPdMCggDSYr36zYARQ2Doekbez2ayOjo5qbW1tet2clYyuUf7mJ/Uh6yBoNl8d2C0LrtXAiTrtcToQS7AW30QA1PmGUbLhZ+w4fqfbnGtRYMk6LcfOB4TWyGo2my387TQHOurDeQHP1aeMbVuxL+no8LGOZwbYptX+wTpDfcu11r+qsw/c0vZMS2QTnSAI6myLcdP+aQRCHQtNj+k3X3Ob+KLt0oOX09P5rfA75THD05itduddxYjSjYBFh/gZKKp6B9ihZX/v5qLBhF6vhXRYKa2E5AtbQN2iUnN4bODl4Go66LSzPT75ch4INNq3MVkmzhJ4/cnJyRkHa2fogE6nYFoJhlkWNrjKOQfzDnQ6WDkodnpsR+nKnB0aAc9oXQ7ABEMGjTzGwGsepyWAc9Mwvo00AnfekiC3K8g3Z6PcByPjjqomDAjee4W3VGwrvJ5zm2/WqRHA7/hmWXCObv2Ui99W6pIU8t3Bc1FAOj4+ritXrtT29vYZH2Bf6+BKXvEYWxdQPaavdUBmsx77WvoRAxeO7Uom/Wz6Zk8czklg4yShsy3aMEGz+UDayWvzoVtzxxvO2ekKZWl/ctF26Z95qTr/QaDcW+yU3IrpAOJg0RlYNzcVg5lXlylVzT8AbAfjrMIBmn15zSgAkt6ObvOjqubKmqTZvDhvnRnDWWVAqIEnnXznKDvDNu2kK989DityNMpOJlyH6Ts9PZ0qBglmzgBJXwcOvB5m83bqzLKoawYm5CV1g7Ki/jPQ5DoGHuqWARwDunlmPpA+69Py8nKtra3V+vr69H/AZRf8OtDRVWm4Tso4LbcgCIJ8C6Grjp6enrbPyIzWv+i2hAPf6IFdAl/TQtq7ZjlxrBFtnV/peMl+OeZtIaiPXfXEetrxcvSdIML6RnppO53vOc+ndja96FmVzOM3D8kPV+oWAQOuKc16S/7GR6SZVvtM+3wet82bpx29i4Cu21sCvFQ9cRxdds8+VfMPwvltHSvxIic/EgiPk5ZFlRRfy0aD7CoNi8ZwBsB1dPNRWek0R4h/aWlpyopHgYj9WR4N//k2Asc3H7sqQ2dE5psDPuchMOA5BgsDDINIXhteHB4ezjlrB1bqV5wM9asDzfmRUMsonw48BiEdX8J7Znsci7L3nORHzrtqwHXFKVunoguU3+np491at7e3a319fY62kS7zO1/3TCWEIISBiLtuOzgxoEeO3b4qXptly9tw8VNsnd4mwJFHfLB3EQhkY0Dsbrd1yZLtOf26oJ3mShTHI/h1dWAEEKhXBlQdfSNaeA3lnOqe/Qf72cf4WTbrLPnIxxLSP+AzP8xK+iJj84Py7uYyQDVfOvDHcxy3s2Hrm/2LWwfq7Y8u0v6rgJfPfe5z9T/+j/9j3b59u7a2tup3/I7fUf/u3/27OWK/7/u+r5577rna2tqqF198sX7t135tbow7d+7U+9///rp27VrduHGjvuM7vmPaAO3NNgaODli4nN4pdT47xrNvp0AGOza4rmpBA11U3jzviXMbps93YMDND/oxgGXe7jW+KPqoEjQKwiM6OyDl+bqxCCAYaFyqHPHYzoh97UAYQF1+TYuDIgAivezPoNTNTX3e29urhw8fzt0KoV524JrZHXnF4NwBPzbrTicr8sngmjKnnnWZOIHeCKSb550zzLV+9ouypF9I875EozeeqPOe39v7OyjGJ3TVhg70cd2jxjUt8hnd1goGtvZxpm2R/RqEdSAg1xj8M7i7P3nR0egxrc9dkO0A46jiMarC2Z6tlwafAZB8hjAVxo6faQSunQxdJTUIrDr7LJT7h0au3zEmPBgBuFGc9d9F2hcdvLzxxhv1+3//76+1tbX6l//yX9Yv/dIv1f/2v/1vdfPmzanPD/zAD9SHP/zh+pEf+ZH6+Mc/Xjs7O/VN3/RNtb+/P/V5//vfX//xP/7H+umf/un6F//iX9RHP/rR+sAHPvBbomkUgLrzYa7fajk5ebIXR4duPV7GymeXDbHRSPN/aFhU9vVti04pDbqsKDQ4Z+L5dDbpAM+xybNcQ76z7M6Ki1G3ARPXapRvXpKPdCBdYAt/Mu6oQpG1UjbWLdI84sva2lptbGxMuxJ3b5bYmXrHUQIdg2E6FAdf84IytINdVGHrnM+I35aNnWBodzk8c3fgg/wd2UDm6ypW5J/n83eun/OTBgNR08HxuJfUSAbdczHUuRGvOp6neTzSvYjmke9hQGdAZB+2DpwwkHUgzsAmtjfy42yjioD7kiYHV+qygT3lwPMe3zrYjR96V1ZWam1tbQLF2cbA+4GZJyP+Vs3LuLNd+xv6EoMP9jFPu/OkizRZV7geP1c4akunI03/LbYPfvCD9W/+zb+pf/2v/3V7/vT0tJ5//vn6i3/xL9b//D//z1VVde/evXr22WfrH/7Df1jve9/76pd/+ZfrXe96V/3cz/1cfd3XfV1VVX3kIx+pb/mWb6nPfvaz9fzzz59Lx/379+v69ev1wQ9+sDY2Nuaccehgs9Mns6NEOdf9toWNfKRUVhIK04ZlWny915IA4MDDZkVkJcLKP3pjg/PmTYEOfIz2Ycmtk9DqvSa4zvDfx53duGTdZc0EKOSH+cOKzAgI5X8GDPK2042M3VVa8v9IDyh/yox8mM1mdXp6Wuvr6xPYYWa3aH8j8pBBaQR+vP7Qy2qTxyLtXdWB1+V2IW2QesBj5q/pYn/bKnl4evrkJw6S+XY63PGPxz1X1XzFxsHC4NU0m3+LSusMol0fjkH6Dbq7gMQ5/L3T2dEYkY11ZaRXuWaUqIzWaruyrrgvdaNLPnJ9bIv25PU71iwCgD6/urpas9lssmeCH+4HFL00wCLttt/l5eU6PDycqjnmP+OGE3X6rhHvLFPHzs6fZF2R4eHhYX3/939/3bt3r65du3ZmvmktwzO/xfZTP/VT9XVf93X1x/7YH6tnnnmm3vOe99Tf+3t/bzr/0ksv1csvv1wvvvjidOz69ev13ve+tz72sY9VVdXHPvaxunHjxgRcqqpefPHFWl5ero9//OPtvAcHB3X//v25vzQqHhUlZUi+0uaMKorOe/8OnPnrAiadMv9noLbSuerDdbBxbNNOIzJt3RqNlL0j5ahRoe0Iu1tJDGZVT5SW9/m5/q4c25XLnSWcnp59wJfXm8eds2TQ8nfzv3OqbjZuB8WudboVXUmLc0hFJ8HfVaWO5k7GXeWtW1f3qqZ5nfm5VmfE1FnLfWlpacpCCXhMt4OuAeooU+9sIiAmOmQ9cSWQjWtjX9NsQG9/04H2UaDudJM8zHGDv/Rh4jCyMTaDTQKCRb6C14cm2qr5Qb670mnZ8druk3rFcSlz2gzXZF5EN+Inu7m775nPSQF9P3UvG4LyvGmnPKyXjE2+pvMJto/4KoJujtfxyXqctXS+k/PkQfaTk5PpWZ/z2hcdvHzqU5+qv/t3/2591Vd9Vf3v//v/Xn/6T//p+nN/7s/Vj/3Yj1VV1csvv1xVVc8+++zcdc8+++x07uWXX65nnnlm7vzq6mrdunVr6uP2oQ99qK5fvz79veMd76iqsyVBKg0V1vfXrewJeHainsNKsCi4cS4qB4PuyBkQ+Yc+0shx+ckgn/WZjhjL6O0e8pPH8j1O0DsDM+Oj01xUTQpd/Ot4MqLT/zPD9LjpR/7l08HSAMAB0kbM5gBrXRg5WjY/NxNZeVdO84ZzMWAvyuTtZM0T0hq5d8COn37OhLJhX/fheTrTRQCKekM7M0jrQAF57EZ7o15HHgwUnV9Jc0BL4HLjGygdLfzeJSiuJhjIjMYyCLIvyXyme5Hvsh8Z+QACNl6zqD+bbYtryPqoI3xhwHpDW7H/4xzWY/ss6moHSrjzLF9W6H57iKDFoKmz7aWlpenHKe3fqIfmgf14mit2ps/70xh4EiAFuCz6GQS2Lzp4OTk5qd/ze35Pff/3f3+95z3vqQ984AP1nd/5nfUjP/IjX+yp5tr3fM/31L1796a/3/iN36iqOsOkTjA5zwyJ5yx8O3HOU3UWVXYIvlO4XDsCLjQkGz/fPAjNzmb4JHxnhFVnf1HbjsJBxWMxMHo+G0BXhrQys+Xp/xHKJ40MUOQdPzNmBzBID3nZBTzLrJOdwUPn2L0GX29HUjX/w3Hmf6db7mvHbl23To+cc/edQJlAtgOip6fz1Y5FwCf92YegwPTlVlAn48iW/KLOjHZC9noyFtcdOu0DCHSo/52OdZWW8ypjI+ff6Z2DTmzGGTrtzc06aRBvIE0fSoDCazoQ4l3Hnc1TNylL+13yg32tU50NB0RYfw0UurjBT1fjuN4878TX/gn2ebuK19O3df6DaxjpYNqiBG40rvWIz4jaF9OHm96Rnp2h8UK93kR77rnn6l3vetfcsa/5mq+pz3zmM1VV9ba3va2qql555ZW5Pq+88sp07m1ve1u9+uqrc+ePjo7qzp07Ux+3jY2Nunbt2txf1dlbMhcJIkag3W0KZy0OApzbDqFTPPfvgg6NISVF7kzqPiMn4vk7xcv1i/p0a+2ab+lcpE9nmM7q2RwQ6fy9rqr5DQjJD/JrND7lQ553AZXVMQLL9Dd/OYcDoNfQBfjM4UqRqwAGt6afgcVVKsvNIMS3H6zfHp9jubJjwGk6GAw4LteT6gltIICGa+/GXgTIzOMR8M53ZtM57gfh7Vf82ekBgxvpdaBaJD/ygefYp+O7/V7nI0a2bP/C1q0jtw85FvXDFZqqOhOYzQPLyjrZxQfaCGmgbDl+1ZO9xEjHotiTvaCyhoAWz5//nShmjk5vRlXWAHPbkX0q5WK7SR/SuqgynTWHd4uqzW5fdPDy+3//76//9J/+09yxX/3VX60v/dIvraqqF154od72trfVv/pX/2o6f//+/fr4xz9eX//1X19VVV//9V9fd+/erU984hNTn5/5mZ+pk5OTeu973/um6OmcHNsiZxTGd0CiM2IGfTtpXm+lNU02XP6NAg4Vx0pCw+FY+b+7veBzi4DHRc8RSLAESqDobcjJf75SbkP1mmhoDAwBLXlo2LtVutExZV7Lj06TetBVMQgEElSZHRJseOPEHO9KxNYDAw7qIoNaB/rMh9DS7axsHnOteVPCoNn6zQAdeyQI6mSSeRi4uM4OPGQ829uiwJl1MpA7eFTV3BsiHqtbQ/SOusk5Qme++7kyjl/VP1/G9btSzHMOJKHBgLe7rltvF5S75uCY7/St1nEHVeqtKzOmzdUfz98BO67LgTXz+/Z4B+A6UOxGXbEukJb8n+dE+EcaON8oySbP7HsNTsy3RTv98hnRUfzr/E1880XaFx28/Pk//+fr3/7bf1vf//3fX7/+679eP/ETP1E/+qM/Wn/2z/7Zibjv/u7vrr/xN/5G/dRP/VT9h//wH+p/+p/+p3r++efrj/yRP1JVjys13/zN31zf+Z3fWT/7sz9b/+bf/Jv6ru/6rnrf+953oTeN3OjQyKyRonXPjTjo01naiBgIjUy7QEGHbuXyZ5yKy5SZq+psgOOanClnzBh/xuv2nhnxk/RZMWMczkjyK7Kc33MwCDqYGXCaf6TTBkO5neeQHGy7gM/5KBNXc7pMswPCdCidfL0Ozk26/HolQUHm4zydLeQ602B9t7NM36Ojo+l2kNdAurpscFFQG/GQ9EZ+Cf78NXSuicGne1ie4xMUZpyMu7u7Ozlf6nvmdxAZrbs7dtHnAEaNoJCtC9qRKW9VGEjaHy5q9ptp5EdXUUpbZAP5JAi0bXhcfu/6dP5ztGauy3QaFHTnOvulz0iVkHu/uLrI261ZB0H9ovXT94fWLqZRf0Lf6NaX7a+LZa405ph3iF7Uvui/bfR7f+/vrX/2z/5Zfc/3fE/9tb/21+qFF16oH/qhH6r3v//9U5+/9Jf+Uj169Kg+8IEP1N27d+sbvuEb6iMf+Uhtbm5OfX78x3+8vuu7vqu+8Ru/sZaXl+uP/tE/Wh/+8IffND1UFL5iZiec77kmn3RWNsIus873GD8Nwa9Eph8NpMs2F4EaV1lGmRnH95jkkxU25zqH7orBImdsEJDjzEDzf8aywwttNho7gw6g0Zjt3AhmzLccp2PgdcyQyQM6gOiANwfrnG83Pz+dPToAUNfsgK2vGccAh+cD5LpmHpHOjJU//kbQosbqiPWPNI0CU1dVIW3drqZdwCQN1A8Dphzf29ur+/fvT8CFt4Oot1wjacxxy8pr9ZpGx3gNeUqdPTk5mdswbzSGgx3X0T14PQKdHS1dRcnrpfxclXLL+kZguvu+yBekOmowwArciGedT6E9mzccYwQOOC/XubKyMj0PaF7SV5uXGdf7SFkOrsDbZ4xsuysYjK7r9HpR+6Lv8/L/lMZ9XjY3N+dQM3/Eja1Tdmdao3Odk+G4Lq0RJFBxMnbVWcdKJ5h1RCn9SifbyJBtpAYvNq6Rkhmpd4abObrM1wZBB+vx+T/7jIyDoNFjWbZV82XzPDhnY+7ALjMTltQNwCwLOkaufRHAZXmYfGd2bxoN2rtnpUwDQRvXwLV2vLEOWfYd2Dw9PZ3bmK0DkpSp5+rk38mKxw0ITacronT4nCd8Pzg4qI2Njamc7/HIww5wdvaSRmDP/0fzcJ2Wp8ELx+7G6BqryyNwN+I9+ed+DqDkhWXgcTpg0tFMesMHrsU6Zv1alBx1AMXr6XxQt6bO74Ve0sA3DVmRXgSUvAauP9UexzX26Wy8ixs8b7/IcRjDZrNZfehDHzp3n5dL/6vSVfMKHqBgAeR8ytzr6+ttwKHTifMgqKDDM6pMs6IzAI+yLwZTl/9p0F3G1hlQR0OcGwMhaVnkkBY5XzteGuqiDMZl7s4gRnRwPjvCbhw70FEFi33sgP1Antdho3ZwzzHqJMczjSNAZHDUze9xRzrpNWeb8lEfZtVe62gt5q/XZcfvZr2h87YOpzGIe97zAJT9QW6BJvsljQbgPGYAbxtOny4YZg2ch2CmG9fA5SLlec+5vLw8d8s3z/kcHh62POvkRR1nEO2AiP2OZUM7ou7ZNjsfaP5k/JG+Wqdzrqs6GBxTHzs555yfc4svTuuStaybv8FF2m1j3fqoF1ybeepKpCt6eciYa3PVJzQRuBNAdjrTtbcEeOmy53wn4wlAiGLZ7BCtRDbEqrO3F0wTS6kOXs7CuYaR0TOwdI6YBu8gOnK2Dm5dQGEwYDnYvDU/046Pj6dMsDPCjg8MdKMAzX5so+pB56S6QG05kAd0zqTPgGwErDimg5LXQodo2dLp8PxorqzV+zNQjp7HQMprI/g13Zw7O3464LCPM1VmbA4MTlJIkwMWaRoFO98KcvXENkebt+2z0UYpq5EOJoHpqjf8Py1zU494u8hrIy3We+rB+vr6tBPs9vZ2zWazM7SkjUCn7ajzL6SHfHdg7nyX+WhQmzVbv7rrLIOuCtKt27531Oi/lpbOboBn8GNb6apWHR87MGhe+blP9u1syaCKLfyN3qaxEuME9yLti/7A7v8TG4Xa7T0SBxiUG8VxYLOTprK53yIDHNHiSk1XSqSTNNCx8ZJWOiEaSNcMUsyH/FlhHZi7EnQXxBjYTbdbl0lwPJdD+ZbQeciexmVZRCfIu9DqIJu+rng488h3P4dBGn2c13ATK8qkc+7mT3cLx47LgJbfKSdXuUbAjnMYlHc88pojH9tRd5370iYcIDiXb8m5dQHd9IUn+XRFNvz3cduU6V70ZhznSQuPvcYu8yfN4cPoFg7Hee211+qll16a+lr3qCe+dlRF4fo7kMn+Hp+BvJPTaC2LgKO/Uy4clz6MxzpaOptIixyyrxXH6SokHsdJ94i/7ONqKflAuxmtkzQ5PmQ8+7eMS76/GfDylqi8UNFYBbBQw8T19fUzCmqwwk3hYogd6h7tOJm5Oqfvea1IRr4+nkaDJMAhL7oMrQNNpsP8o+LmfAfgOj50AZbXds6J4zhbGgE/yjlyO6/KwzEybtZGefFa0nmRYO7qn8ci4CCvO/DUZYIjIEremG46SoOLDtRYJzg+n8cagYLuug7AmD/ddd36HLAtF6+l4w2fCxkFOq+FOkNgw9t5DEyu1vC10QArv8lk0GLZmZ+uHnh8j8MxVldXp998Ojo6qne84x31zDPP1Nra2vCNKFduyavwq/N9lvfp6en05s2I5yMZcL3n9eW8nY/mWkyjbaDTY/I1/Qn6+KvwBhwduM3/i9Z3nn9j48P+o+sZB5eW5m/Tk07L076A41kW57VLX3lx4Bqh8a701wnZAcQZel7JrKozY8aRE6Uucvqk1QYU+jok3jlqO4ZUmwi8HJhGAZzj0pi6++0GE6R3FHhGv3PSKTbXbLDgbMJZoZ0zs0c7F47pDMM85nmDKPLOoJR/rvDZ0LsgQFq89lybT8+d776OfdPyQCp5wvEZHGMTocvOn/1Ga+E8HqPL7ihT7lrbBWM361EnI//eTHdt17rqRD5Z1YtNdrtPZ418uNkP/Pua0NOBk66f5yIPCPaOj4+nH/nLMy+8dpR0jBrtclFwJf2dfXC8UTOQsq/t+Dmq+mUunx/5UledYkv2412Qd6XVwCn9zT9XU6nPtinbnHnma3i+45mvXQQ8zwNWbJe+8sJASWdEh2kltHOxU40SOcul8Olkcl2XqXJcnsuxLviNhE/6rIwOpp0z4f9Zlzd+Mvhhf4/R/c++XivpjXN05YpAy7w2T+1ouKYRv7oHsDkfHWzmoF45cI9kZN0jCDMg6ABF5nIlkX04duSVefyKaq4bbSrVvdLaAZsR4O5Ag4Oq9ZXB3npnXlCWpI+/AG/nzOvyBiLn4fi8jjztgkhHp0v51CvLqwsIfAYvc3fZbRd0XZnpmpMJ36LIPB6fIIp8c1VnFOTs0ziGQQKDNx8a5lgOfubNqNrtZuBovVk0hgEYdca8sP9j//CCc50H0mwr7kc/OfJtnRxi67RNx5hFvCJPzI/u2EXapQcvFkha52Q7pvo4S3PcuyJzdK8sR9jdA0kW2ChYM7iN1hla/EplztsQ7AB9vcGODYe0Z31dkOY8BA8seRNAOEPm8c65e62np6dzt/46Q/IayBsHlrTz+pgOy4fX2jmd55gMROzwvSaXZyn30W6tdsAc0w7MGSDH8JqcudtZEgy6H+nv7IfALBktfxup28ekq/SYB65E8FrzynKkDjvZ6JKH7rsdOsEVQYRBlhMKVoi9Fq5pVLmhDKmzlpfffOLnaF628GkkG/PzPB2ynbvK1L2QcR7Ic9LVgUf76kUB23Panvy/AQ7ny/++fTOyN+/wbJ3qZMS1d6DI44z8GPWJdua1ndcuPXipqjNGQTBBgZppnYL4uysjHSioeqJUzpSr6ozTXdQMqBjoWZ53ydcBkuN1wZxzsF/Xh3T5WvOU9+27eX2MtFedvQ8fp06ejx5spHFmPgIpBvbMz3EDCFxlSV/fUlpUfel454fEO/2jQxxVaUi79bbTEeu0wa/11Gsnjxz0DbjsrEYy7yofo4BNPe8Cink/CtSubjBQdrLogmXGpz51dtfR1vkS/k95dhWyrlpCvhh05PrRHlFdEOr4RzoYjDuQMwrElKHno8+2PzII666z/EIb7cL8dbOujfp3a7JvJH2dL7X+dWObv16fbXnEe+u4r7fsCDwyFn3eiFdpvJZvNPLa86qEaW8J8FI1j3SXlpbOvJaZPouCuY2ESmDHl2s5Jx2wd6bsnhch3V2Q75SfZVwrHx0unR3XkteVOxq85u7/zGE+Zp5RZar77n5dyZc8ISAajePzXYmafO1uD3UyyVjO3twnjQFu5OQWAUPygA6KfO4yKfKt0w+uOccXOeAuKJCPrkhYdvl/VFXjPJ7bsul0sQtGi0Ab+zrwR7c70GXnbeBKGXXrY+WBc3OdIxDkcXI9QYz55WtH6x4FczYD2UX9RmOZ16Srs2dXZq0LaZ2+e+zM323U19lNrmWfzjbto7praa9si9Zk0NIBdsYenhsBcn529Hp9o40ybeOclxV2x4j0NdhZ1C49eDHDRsZuxNmBFgvIY9EhZmwqkTP3UTDiOSJd0sWn7u08RgrNci6dBRXVoMqKlsbjrgDkPB8k7CoCDHhdYOoMrCtxsx+fk+kCRfg34r2dBPnu/zl/1m/+OVB2IGsRDR1Yo2xo9CPQkSDmQGA95vWjPResF+Y/eZd5O7DANVnHO9mNgAKb9XgEFMxP8sABkbK3DqV1un3eLTmvg7Kh3nRBj8972FexekEwPbqV6Wc7lpaWpt1Vq2p6OLl7k4hz8cHoUbOO0GYIYDl22nnb1+eHCZeXl+ceqDZfR7T4ViqBH2+ROiHIMcuxA1fW8dF4pK+LPR2Q49wjOXR61YHFHO/8EeVDe6YPWnSd9bSLtRdtlx68REG6e2yjMmq+u5+dSQdkDB7S7Cg81ihjJx0dOOoCIddBZ0olp4J5bgYn8owGzHXz03xns0HT+E1fB2g6urlGy86Oy9vn87rcfjKY466kHVCwQ+h0gscsA/Kb/fkjgpZl1dnXdrvg5+BruXWVHwP8Tq4jGyAd0XfrHuVDuXaOLp/8sTjOYzl0vCKPu9sKnJ92ZbrIJ/NltJuzecr1MOh0PDUvc5zBPnO4mms6Ohmm/wjUeGy2rqrTtQ5Q57Oj2c22xeu9E232RGHV2HIlHdSFXMNt9kdAlbSNkgXbjqsU9ic5F56RLvpI+xfy2f6PtBus8Lzjoa93Mx3+iQonKhmn2/3Zc1jfz2tvCfDCYDdCr/mkM+T77l352+W7EdNZCu6Mwo5qNptNiuUHsGx4nVO2s7PT51gO1l7fyAkS4ORvfX29quarOQxgBBucI5kk+ckg0ZWb6ZhGaD90cjyPnz42OIIdr528sdOwk+2cDekaBS47ZzuW80r1i0AG9agDop7LVbpO55ixUt/Iq3xP8PE4tC/PxXOmj2viOOeBxk5O5pNl5fVwft/eWeRr2M/j8VaC9cnOfiRnH6MPyj4iVWd3bzYNBiDd/1Xjt5zIN9JEcG4bIu+ySZt90qgy0/k6+8+qfs+c0JxrQ2MHUrzbMufx7Sf6kg5km27aANc5qkbTJ/AZK4IX85+JqftRFh2A5do6+rgun7N9daDrPFCcdunBS1rnCMLQIHaW0OiMeE0XtKqqZrPZ9Dsfac4MqUQd8u7KnAQZI5DiVzJHwCzzBCjEcXVlb15PkODgY0Bl46vqt5pO36qa+6FMl5BJC3nQgQLz2N+7oM31ea2h23ph+XeyIY0OpMx+IjMbvmVhB2RHxj6jABzZd7e2soaNjY05HhC8d+VlroHgosu4TV90xJWLEeDz2rqgZ9p8rAMuHpfXhi/d69xcnwH0CEQvAl+kowM+pquq5jaxo96m+fZfVxHu2gignAeaL9Ic2KlrpIn6lH75CQL/Rh33Menkb1ojU+6sznP2WV1SZaBI3aA++adSPOYomJt+2r7ns14ZfMZnnweEea7TcfO2e8Yy19IncBzOMeLDRdqlBy9UdB+vOosIz0N/nTCYJeRB4A7tW3k5BmlZ5HxHt3jSj898dM4xzm1tba3u3r1b+/v7de3atYVbj/u4b5mY/kX8I91W7g5McB3MEsxDjkeH6OoJA3WuMw+Z+Xb34xn0zVvy286NvMw42bGUwCoG3dFpWvm9c9QMrHTILI1zR89sspjrZrPZBHAvorukw848zq67nnR3zjet0+1FYMd9HCiobwbdtt3wpeN75/ATIDubts/x+Q50deObD6xMuNo5qgR04IzBinsfcQ7qBMfnM2esyKUPwUsH+uhTOC+TiP39/cnXrq2tnbGV0BT6bZvma+ev6C8yXq6hbxld2/kk2+giXx85dRUMfu+SnC6WuAJqGTI57fzzKDHu/NKIH2z0rxnfid2idunBSxxmmjN3l6TT7NSyHbaNzGV3Bouq+bJkzjkg5VynOKSVxsv1dU6C87EtLS3Vq6++WkdHR/XMM8/U3t5ezWaz2tramm5XZdzwy7zJurkBGNfPNeQ8M2wHEX6SzkUByuAmTop0+MFd8puOOLR1siQPwt8cWxRMIk/yJ7JxgPF8DDIjQOhMsgug1H3q19HR0Zy+kFbyf21trdbW1urg4KBms9mZDIl8zLx2tnaCBl6ml3Igb131o+11FaFOX+yobVN2mgYDnW12iVEHTqijocGvUeeTYKEDVx1Qsj2QNwQxHe9ZXSMPO6Af3rGZr107OTmZ/CcBS+YhYLHfYx8C6egL50gzgO8CYsbImJQz+RVb8DEDLAI+B/NOnzlWJx/7+q5ia/2hfvBYBzpMO3Xc+tatg/LhOJyji7Gcz3Iw4FrULj14sVJWPVHsOOZkvwxoBjR2js44WL61g6HTiyOxkC14AyGWREcB0w6YY9LB3Llzp5555pn6bb/tt9XP//zPTw4s13QVETbzwuvkJ28J2ejpMENjqgOdA2e24zV3vOHabYAj58HvptmAw/3ICzsNf1rWdP4OPnSKCYB2QFXz5WnrgoEk1+CseH19vVZWVmp9fb1WV1drY2OjqqoODw/n+LO8vDwBodBAYEHaEmgc/Ds96/RvtLWA6bE8OhDjwGN7dLZsXlMWI3BJ/rOfgUD3Fo2DlnnigOVA3a2brQvm6cuHRLmWzibYj3zIM2xeV2j1XkMdTZ6DvEl/grMuaHptGbezSepFt4kmK7gBUhyj093OH9lHhrf2g51edkCi4xeBPucmOODY5GEH8tjXtHTXMI76f4Mcj/lm2qUHLxZihLu+vl6vvPJK3bt3r27dulU3btyYHg6rOhtcMlY+6fBZduW8VkoboB1p54TpTLuqi52g36jpkPfTTz9d+/v79TM/8zN18+bN2tramu7/eudF0snWKaGNjfO73E/HYwTuSkjocn9mIhmPD4J2NHfPPnFe97fsctzr9/ocvOzcuqCav/xODAExg4FbrmNmS1q7KlF4d3R0VLu7u7W6ulqbm5tTlWV9fb1OTk5qY2Nj4j2dnAFQ1p/nqLqgnHVQFjk/Khnb4dEOFtnDSPcduEKLr3cA6OTpOUhfd00AXMavelJlocz4KvQIBHS66V1juwfhrfeL/ETopI1Y73mMb1E5gFXVGT26SCNt9C+phNtnOSnxWBnH4KMDUqwQ5ZPVP/+4JnWy8z1cD+cxiFgke+sex3fsspy4PutoB/5yDV+D59yOEa7ednxwMz+41vPapQcvaXRGMbRHjx5V1VlnMULOLm9ZsWmQBhJV/a0RZnGdUlIB2JfG1FWXvAZmC1evXp2y683NzclQO+Xh3Kenj7NyZtdU/oAUrndRtuA3arhmgxLOMTJOjt9lGJHhCDRwHGd0nfwMojqeZ0w+HG1AQXDW3RLxfGyk27fNOj5xnKOjozo4OKgHDx7U8vJyzWazWllZqcPDw9rY2JhoyFtki9bMwExwQd2kY+5oje44y+8qXKHBztafoWsUMLgGrs3nOL/12TbMt3k6edk5u5KWWxTdG2fWMT830AU/An/K0L6NcvF56lP+52f0230c4LrA5GMOhCPglPUuLS2du7Gm/Um+026yjqyFvoCAJvNybPKUyVAHcn2ePpa0d/7E/O146iol+3c87HhmcM1+3bxOuMm7LlZRTx1DzwM8aZcevDgLDdOPjo7qqaeeqv39/Xr66acnAMM+dngdks1xKmqXsRFdx8FZSB1o6cAPlbsr9zmzsOGtrq62t7k8RweEvBmVnVoXeJ1lOdDztUXy07zg/3bEpGeUYZgfpN9VgK6fxyEoNJ/NOwZw88CGnwcRDVaoC53D6jLsLnOOYz45OZkAzMHBQe3v79f29vYUPMlnOp/8b702XZ0+8/bsIhBJXjLxIA/IlwA/g9YRyLBsKFdXmC7SSD8rQhyf43L9DCq0i27HaI/tSk6OMyAbkIQOPn/T8Yu8cr/M66yczSCKOumAnn6jncZd4aDtcf7OV7JfV82IbvGB9vSzvKyj5Gs+u2Df8Zj2Paq6e0zbjZttxH6EfOqq4aw20QZpf1xzR4/9WjeueWZ7uUi79OCF2YcVe2Njo7a3t2s2m1XVvAPqjCZ97FBozPmfAuuARD67V4OtJFYOAwcDHRqNgQzX4zV2hsMy76jc2xmzz7F1waNznDZyyoDj21B4zrxmZk+nYv50gIzNVRVm250Dy3eX1JmNjOj3mOZpV67lWJmH+hCezGazOjo6qkePHtXe3l4dHh7W9vZ2VT0GubPZrPb29mptbW0OJKQxQ+veMumCbQKnr3Pw7tba8Zb2Q5tLX8rbVZIOCJFu0kKdNNgxPRnbQL4by3N3IMh+iP2qnlQ+KJ9Op7j27gF60uY9mgiQu7cabf+rq6tzD4cvsgsD5UVVojRXRDp/0a3NPnd5eXlOd6vmfy17eXl5br8Z+6yOv15v99266SDe0cL1dnpF/xYdsi8d+ZLO1sjP0XHrsscmf20/I/u6SLv04KWqD6pVT0rtFKaDPW8RGQQ40KR12dV5yD19bMTuZ8XpHHPmYlZkerkOGyIdPJ07HYozvTQG8c5BkU9dNYDjk3d2SCNAY6fvgOPsl/SNHMho7IzlKhrHYcDuxuyca1WdAURe48iRsl/Go2PP2Mw2qx7vUxR9z/f19fVaX1+fforC4JZOMnscmX9d5Yfysxw7sLcIzKSfn2Ua2VjHyzSW89mPwLdqvprFZ6wsh8zPX7Z2Gb67xrLtEpvuOj53RNBBHnBTuo6nWVdXcetAK3XR9Ft/R2+ikRf5v/sNNK7XIJw6tah1Vaiq/raZEx0CZPvmTmccEzpAnLktJ9u4eTHaMoD+yWN1lV+3rpJHXXP1kufJj0WgiPwwLRetdFa9RcBLnHIQIJnlwEQBd9mqA58VuVOczhFxbl5rJMrWIX3Pa6fGDMlZZ+d0Mt7I6WecUWOVxkF+0Rq806cdro15dGuGgSznumpKt75uvC5T8d+IL9QZ026AxevZvwMCaaHPPLXOpi+fjcitw9XV1bp69WodHR3V3t7e5LDzQCL13X8c38Avjim3Y61bCfwMOIsAJ6+NPTsALJK3ZeSKV1cd4Nys6HSZvUFP7C5B/PDwsLa2tubW2tmeAzArKV3AIN9JqysXkRV53o3LSnXWmk08w3fOZXl1gdk0mceL5NN9z3UZ0/R4TNu1j3NeJxkEFiNdXVo6+zacE7xR9YJzdjTSxrq1hobR2hb5dPoY+9BF/GKVz33sL8xn+lX36/ovam8J8OLdc6vmndcow8kxKrDPxyGw7GhlyJ+3oq466yBHfTrFWwQ+HGDo7B3YHKg55+iWSVfN4dsGdjbmW9fsHBgAMsaIL85sOKYDWoK7mw3PgIFldgNPZ+Wmy7wI/QbDnLfjHXWQdOda/9lp5fvq6mqtra1Nbxldv359eiV6dXW11tfX5+bLnzf8yph8ZqxqXheof3zVnQ9Zks+0B+sN7bfTo46XabQ18ob2S7mQX8fHx9MmdQQ81FlWbrLu1dXV2t3drd3d3elh0G491nGPw+O5hj/OavBEmjIu30bysyq22/w/m83q8PBwop08Mo+7ADjyHaRtJD8CAuu89WDkU3IuMWBRgCQ4ID9cGaG+eq2m1frXgQn37Sok9tUed5F/zbFFIDjz8hoCWfsbXtPJPedG9tv59A6YLWpvCfASpXKA60q9Oe5mZadDpmBcJah6opyLslg6cytfV852PwOXzjAcyHLewdGKaiDjTKFr3f4u5B0V24Gi6knm2t0CsuOisdOwSIOrFhwvY3V0GIi4dbdKOt2K83AFj0bMeRwQOh0l+Okydo8ZniYorK+vT8+35M2zXLu8vDw950IaeXuPQdQ0GIAQNHS87xyus2zbGnmf4wbg5GEXULoHnV2dcMW2AxqubETGx8fHtbW1Vevr63NVFMrV6zTtaQy+oYm2yzePcsy+z9WMzobCk9lsVg8ePKiDg4NpF25XrEIXZc71OUnsmhMkB7TuM7zrKtkGG6RxREOu74CXQa/t3f0MptiHNHTBnMDJvDyvcf2kP+Pbd3axwgDNbVFstN/0mJ0fpxzZ5yLtLQFeRkqVc1VnnWnO8fjIeREYdMpgQ+oUcaScdtadE7cDpzJkXN8uY1bndbrxQdfOMNIMsjw2+XVeYCHwIO/Jb/PHzmtvb28KGuYxHYTp7XSFhmZjzJw81mUkIyBm3jvIcG7OsUhnzPOqJ7cJcrsoIGV1dbUODg7m9s1YXV2tlZXHPyPB511Md1UPAKKDBFGdPXU8j47zh/EcDEiPxzQfGBio/5QtNybLtX6d2zo2kj1b1uPXtXOdHTf9Be3d4IPj5/za2tocHaPsvbtFa30L3aenp7WxsTH33I6b9ZfBPmP6tgxlv6g60+mx5+50y3o1qsx2Y3X0jeyXNNu3GugtSqA6sGK58Rr3NU2ME6MEohuD512JsX8d8bID6R2fujj5ZtpbArxQQfgAbtW84zFIYbn/zaLfzMs5cp7KRmdBY/O8dg5WzvRjWZqtCywdrTYkXhtn2/HWt0dMczd+V37sQILn95xcr8vih4eHU0XBGWLnlMijjOvNv0bGxzbaBZfX25Dp4LsKAung+kfA0yA8/bKfy/Lycm1ubk63iVhVyy0SysHBnPJcxJP0MVjs7I12eHh4OH1nVZJr7W43WUZdIEp/VyJcjaD8fIuP6xsFEQMJzml9dzXO4De0UbeiE9GDvN2TqhnPM6v3iwoGEfEl165dO+OjqMtdxWo0ptdTNf8Q76LEiL6APDKPO19pH+oEkGPEPqhv7jsCMfZBHrvzyV0CST2yD+nW09HJa0d+iCBjxO/u2KIqFn10+oxkxuof13eROFtVdfEbTJeghWFWuNPT0+HGUjRaOh0LMMeosMzm6DwWVWJ4fcbrAIUDCwGJAxmP00EzYBq8pTno8LYBg60BlTNZz8E12uDIcz8rYf535dj0r6q5Wx/kFwN7tyEVaTRocdClUVPHRtdZLpFD9zwJr7VTM1g0H3gd9SMP42bstbW12traqs3Nzdra2ppuc+SZGAZ27tPiqgjpSeXG9BkkdsCR2bLBrtc3ApQEK1WPb21xM0rqfuY0WLFNjQKxbYe0GOA48CyS7+g6AnbuBRMeRY9YQaMPWvS2Ub77rRzqjDd1Mz8sc8vWQMJ9cn03TmefGYtv0VlHOpDB68l7V43sI1x1oG5Qjyg7+2+OnUY/SvrcRj5itB7rUo53t2pG4MFvG3odXoNjSEdDN5efr1nULn3lxY4kQrPikMGdUXOMkQB4HQ3VAbYbv3MqHdJelG07W++QN8eloZr2NCLjzMH1cIO5OE4HglELyHH2EZ4ZsNBBu6qQFkeTWx4GVexnfnh9pIfXOJgyuHfO147azizz+Dkhypt0Wsact3M8XXA6PX38MwRra2u1vLw89ywMS75ZVzL6ke5RP+0kM6YDSicbgj87dq45x1wl4VsQnd6OgsEI/IUneeMmx2yjHW35zh1befvHQa7TtdgoA+YiGXd6ZaAV26K/6TYP9H4xnL+TQReITesoazdPfIyy45q8Zs5h/rhKSzr8gLlBDPer4bWnp6dzD6u7j8Ed/VtoN987ezWAG/F25OdG/riLDWzkvSvgflvQ/TOe7xJ0Op3WvSI/ape+8jJCnjTkqrPlrhxL34zFjIfnHbw4T67luKaDxtI9FX58fHxmv42OfiurwVtVv5tmh947xVykWHHu3XX5pOElYGdOOlhek5bzpMObS0U24Vm3Rjqn0MOHH9O4XwYrSTbOEZ9z3BUV0mpHzIpFB3ZIe+cMDR4cWOiITk9Pp911Z7NZzWazuSDLLJ58ddn8Ik6X9FsHMjblT/nketIwctLhxe7u7vQbUVkL+5EPHNt6YPoyBnnIftbr0EOd7aqGttd8J+0j2zOQ8L4ytAOO7beHOmDnedzPtn3RwMPrcx0TB1aIuX6DdNJkvR+B7NH/3djUX/rbqnnA4/ntb0nrqLLi+bkO9jEfFh1zzOtaF8/SDPi7JICxi3ZrG+aYnj/j0c7Oa2+ZykvVWYXvBMw+DvI87myNzUpqR2uHxOBDReC8fLWR5VEH51RARsHUa8s8DkiZi86pK1dmPpb7RrzN2Lzfnv9dXeAcpqeTlzMXgiHz1+vO2M4Culsi7sfgRjAUnnBNlKtfr6dcqAfUN6+Xn5SRKySjzJ18zy9Gd/y2HTCTIq/tZA2aXO2kHhIsOQB5LOqkb0+enp7W/v7+JAMGl5zvQKEDShcoFzXzzmPTiVN3R+Dcz+ZRn92XY1JWnb0SiMV++ZZSV7khD8wLA2vq/kX41lVJqK9M5AwCbMsjHezo6MCp18fbY/R/XK/Pjea3/LpKSHR8VCXhOv19RI95N+KLwbhlb6DtKlmO+xmaDqh1srSNXqRdevDSCXcR8rMztsNIsxNmkGQQs4PJmDZ4BwI6Xxta9pzgWjrA0zm/ruRoMNAp2Yi3OZ+fWGBLQOLDnwx8WUs3XtX8w4hcmwMag3bX0sc8Jl9GBkR+OYtxX/OUJVAb/KiEnXGtK4toI785pjfrMyg0T6hv1OfIadEW32mm0+u2QyR9qS4uLz95TdtOlRWjzc3NuUw9/Nrc3KzDw8PpIeQ0P3BsoEHgwPWRXq+X9kLekjfcxTi/G0WZuRJlehxIRn6F6zw9PT2zVcDoNix50gXibk5eNwreXcJDfXBlxdc4yJI//u5mAN8BP6+9C9wGLaSFm7VRn+y3DVApYycViwBfB0pMb1XNAV/bXcYJ3V11K2N2zfLk/90eZWmmJc+YdjK+aLv04IWtE4iDGRWQzsElzar5smGO0yk7E89YVNIuiMbRUKHozDNHZ4BVZ0ucPD4CauyXtYyyAGaGPD8CHgyMBh4OIgyQ5mvnZDgvqwReC9fbZZeUm4PqItDDObwOOqYOAHXBwYGfdLJveE8e2EF3OucSNzNOvprsXZkNlEg/x0vAtIy8jm69BFQd6KL+ZkM92iX78ZewzbsOuNGueLuQsrAtdPbT2dPy8nLduXOnqqo2Nzcn0GUeWUcMnLvsOS3jOfDnXNWTvZP4nNrIt6VlzQbCXF/Xn6CTAIdB39dk7u4nDPj9osfc3GcEHDrfETrJc+uVecRY4nntqyxL+qTonhNVg+AO3Llx3pHMR2B85FdH13le8oW8zLjdMzSL2qUHLwycbF1AqlrsrDMeP3NP2TuHZl46IGYDufbo6GgOmDhg27lXnUXybqxCcD4HNgeJUWDMOF0Gze+ki47Rztl8IE3ednrksA0WaFxcy/LycrtnDHlFOjqwYodgwDPa54Q00JF1oMVr7PhsfewApse0DC0nzkH6Ke8EnDgYrr+rLnls6x/psQ12jtkBvSs5Z3xn3B3gdKCiPZK35I2fefIYpI90U6fZl/oTvuSHDNkY0L1LbJr556AUfnBrf9JFu/Z3bsRpME6Aaz/a+Vt+TwLUVWFGAcxzXKSN/Hz0uUt2OFfHa9vmIrvPNV3FhPTxf9JlewhI8jhV8xt7jprtc9S62LcobnR6ZHDHsWk79GNvRr6XHrx0qNeKbASYY3Q0vJ7goDOozhkYmCwvL9fBwUFVPVa67HRKgMKxuy3M2Y/zjBQh6yEwcnmaa+pQdubxplsjkNFlaSPF9dpMO2mjY8gxZ8x0JB0dBi4dAOE56wP52IEj8zTHyM9RlrOIH6HTDiLVntlsNrd2PjzaOXIHeFczCFS4rg508HpmjK5+kR47Pzv7jO8+GY/25lctO+AS/gco+LamEwfSsEiPOr5kzKtXr05jMPgQWPgWquXCT9NCvoZPTAD4nFz6UKauXpp/lnHGZUWq84sj+j02aaiar76EJv+wY6eno7GXlpamn8Q4PX38XFSOE0yNgLaPdyDA/tPNgHnkb0fjdFVGNt8WzFz20/T9Ix7aTke6bwBnn2TedMkH+3a2P2qX/m2jOO6qJ8LhWxPJaKxQVDR+5jvL7RmHrQNCVWcN1MGFDo1OieMbgFnJ6KSYDXT/O8Pg2sIj8q9TrtH6fJ1BIrP4zhgzvysXXXbPoOE1kkc2LvLFpWwDo+4avwpJnnUVpi5w+3jnpKyHcbZ7e3vTDypW1fTGjLPuTo9JE/Uu605mnF+Z7q4brSv8Y6DuHKJ1lXzN+VH1MP06/ekAWZx356QJWthG/S0X6mXnKwiOzLMRb0m3+0Q2pqWruBrs5drRBmVsXRZvWeZYVwFM69bdnSNA8vmuKmP9cHWR/Ds5Oan/9J/+Uz18+PDMw/Su5NJuKGPLkHMZFHAd9gEGuNRNzs/GNwGtY/Z3nc3bP2ZM0kX98ToMpqwDaZ0djejxOfLzvHbpKy9V8/ssVM0rvB1OB2I6QWTc/E+H7QBPAEJD3NjYmH5ptisFZkw2Km/opwF2wWAUAL0Wl5tHfTmmx3d2TLqM3p3JUR42NIOIbk3dd87NcbpAQ7ocEFxZ6NbuxuoZq0Kcm7I0AOpuNyQDzdpms9l0LLfH+HMOyTS7QEj66Ii6QM6slLR2emDZdcFpBKZOTk7OPIzeBUrOafC8yBmS5vCL8u5kyHlYSSLg85qo9znmAMnPrmrDdfN81tklOZSxz2dMV1dGzfrYydF9XfVxpSl0dyCr26TRrbOzjib7stBy+/bt2t/fP/M7ctav/O9nv6zv1m/bsWm3jzb4JIgZ+Vv2GelAaLbud4mf+df5BOpmp6dcO/3KaI20EerYm2lvCfBiYGEgcR5q5XUWVNXiN30yT6fUyYK6a+24nTkyQFTN70nSARsDMiuXQUMcDEu3DGA0QjpqB+YEVfOs47WBAUFQB8g6g8itAG8k1hku5eCxQ7vlz2usJyzBWyd8a8EldgdQBhnPEx1IdSK/SZSN1Jw9cX4+U2SAQv5zzc7cO3nwXNeffS3Tqv4XyQnURvqQccMPB/dufl7nNY3G7q71rdP05XMiDnAep5OD+WfdJSDnGKSD4/uNmItUXNK614UdfK1vXI9vEYyCZbc+zmm+cOzR/+RBfMOtW7fq9PR0btO5zh8ScLmqTn/sdbBPaOrWTLs2uDQQsc8cJTxei33WaK2MY938I/567iQerG7TTxKU8bjnWQRQ2S79bSMHbjs3o838EB2DYbLbtASKOKls7tU5OGfaHVr1cb7q1gWNUancwZrG5SCcQOHyZI67MaDQeL3PxvLy8lx1JLzK/zmfOVn+ZqNsSFsXSHLs+Ph42nSNWZwDBDPnkaHRYZk/owyaPO34aUfBgOLsjbK0zPJMy8rKSm1vb9fW1tYZB+rx/SyIqzDp47VxkzrSQL50QMbOlf9n3M4mKV/q0QjAZlzrsZ+PsKzN58yf1gHWjDFKVsxPNq+ffsF6vujZl+Xl5eknG0JDF7TJc+qygQt3VjYP+PAn6Q0fPVYXiMgLA5qukpP1dfR0/7N1FVFfu7e31wKXjl6v0/pPHbEudOPlu8GlY1TnFyhP+xc/RE8dXESbfcVI33ncNkLZusrGT8ca6koXny/SLn3lpXOgVTXnQGKkMeIoeDbuyq2dqieKlYDMV4KdlVAozARZRQktvj1gh8/gQkRuBfUrujak87IX9+EbEF2wIt0EMpnbW95zPd2rhQ7UOdcZOZ2MH2amLJgJUy8cLJ3xdgGe9PK2oZ2Ms0VnUXYUBmXWA/Ig1ZaVlZXa2NiYe4bLDsTALfyyfuW46TIPujkI6Eg312Sd7gA4+5pH3s2UfHVQtDws0/Q1uPG17MtrHaC7+bmO7hhlQz6SDtNuW+4cvfk+Clb0Rz5mvuRYp0sdPR3/Ro02OOq/6HaCX7sm3aSLemff4H5V87uF25ZtSzzHcehDqCO0qZFekCdOvEyDfYzX0ukA5e5Y0d0psA90XPO6Td+osu8xDc4WtUsPXiwkKyAfDNzf36/XX3+9tre3azab1fr6et28ebMODg7mMiZuApWNpxyMu+DYKUVoM71VNZXgMlZX5mTgYPbC+fycSPo4gFDBHGzT/CpeAikbq1qnp6dzAI8KnmqAQUn+p2EYpNGoKNsAzZFB2wjtxDk2eWYDMz87GjnnqC+Dfgya8nQVjuuJEwxAHNHYAUTKauT0OM9IRyJDO0rqJZudvAMVAQozSj8gT1vq1sk1dTbXydd0eA128uZnF9Ssx27xGwyqBmUct1uD9YRry4aWo/WfByz4zIf3h+kSBtI0Soy6fqP+59EYORuMes6qeWBa9STxdLUp4+aa9LF/52fnxzpaLUv7se5cVxVxW6SjBhoEVgYzjhFdstz5zEXXGwxHV7pkP3RepF168JI2KtFGCPv7+3VwcFDXrl2bntPY3t6ebkOsr69Pu8hubm5WVdX+/n5tbW3VyspK7e7uzv1wW9W8I06jAXUOs3PsnTDpoF0yz/kcu3//fq2trdX6+nqdnp7W2tpa3b9/v46Pj+vGjRuTA801fFCU9BAIeg4CptBk/o+yE66bwbBzBnQqDPwEag60IwdB8GD+s4+dShc4uU6P52zCgDo8935BBArpT2dLp+9sjoGnA7oETKTLgY5y6QKkgzTl0/GH9FDeXfAhgOvkY0dtmRkAdAlDlwFybQbQHXAxUCKtoyDH6y0DglBf2/HR8nVfPgcWPeHusFkrg5V5HxlxLtq+X2tO888PLAIoI4DF1lV632zrAJP9XRr/N1BPo+6fByIc/DvgS73K/wYcBrijKoZtfuTDrXeem/wgWCaPrLOLQKn1PmtYBP7cLv0zLxbG0dHR9LyKHeGVK1emAB+ju3Xr1vQDb+vr67W2tlZ3796t09Mnu3weHBzUgwcPph/Vo6Hy2YuRYUbx/ewMg1SX2XSBxIE71Yj19fVJWY6Ojmp/f79ms9m03wHpY7bFlmpN7hlnbbkH7/6hxxts2QHGUTqj5vqYARgA0hBHPDcodMWBY1lnLIuM0xmZ19XxkmN1joZ8okypA+zvypIdVRrX63n4l/FtH6PMkPLrgG3V/D1vVxeyJlb1KHcDdPanrMx7yt8yG9mi5ep5u/PcwI/PCJFXI4dMoEDaFwFB64B1gTbVbeHA59DSuj1C2DIWnwfMcVaH41f5nFsa18RjTPbIF9PH5mpV/tyva7Zlb1jnft31o6pSPruEclQBHtnhInDg8XI+/3evwy8Cxh1Ad7P9kSbaNunyA9/Uz87nnAde5/h54Z7/L29mEINejDLgYXNzs7a2tmp/f7+Wlh7/Vsrq6mrt7e3VlStX6tq1a7W8/PjByaOjo9rY2KilpaXa29ubUCkdiYGGHRsF2T1L4CDSCdt9eM6vnq6srNTm5matra3V1tbWnGPM58hwA0Z4PjQRgHTGRxpIp40hnw4UXUBaFGQ7/rjy0D2s2DmIPAeVcekwu4pSxqOj68BlZN49/Mj5STPnMhhZFMDpVDogQtkZHHaO1UAvdNlxp48DMvnGdXr8qpp7yJKy7myD+sgxybfue/p2e/p4TR0Y7vqRn/wbAc0OYPGZLTt38pWBgecd5Dog6K0k0sjDlZWV6YUGVwFJO2nI+aOjozOANo23ozKO7ZZv8pHm5eX529b0Q906Ri3XLfJJmZ96SxuzLLvWyafTq/DWD9qzDwGX5+VzcFzfCMyTjs6HcF7rbSdT60FaYmMHgDqfv6hdevBCJ0zjolF84QtfqIcPH9bJycnkJHMbKT8UV/VYIR48eDAh9dxiOjk5qfX19Xr48GHt7OxMGYCNcAQ66Mjt9OnseDzXdlmY3xLo3l7Y3t6uGzduDIGKA7iDG8dbWnpyq6kDZmyjUqHnJXjrxnNFw6AngMBPvzsQdxmuHf7p6WltbW3NvfJNermGjO/bOAYTnJ/Bnd+57nzSeY4c5Wgujus56FC6YN/pWUefeR29oWxNe77TzjpnTPtllm9nayDQ3Xaibfna7o90uW8XEMjn2CQ/R3w0Dzkut/cnP+1jCBwypgEL7dDlfb9p51tivC7zJtAysFuHR1URrsnr6QKjaTB9ThrSWD1ilYT+kSA0Y3ZAuKtodbzJOvzdFRHGAa6dPsGt8wEEYV3iY1ozR2jgXQlXhLKuzqZHMYqNIJP+sUtoL9IuPXih0XbBdGnpcWWF1YTcUsn1qchcu3atTk8f39558OBB7e7uToH79u3b9fDhw3r99ddrfX19upVC4XdzZ46qx7el8jwNnZX75xqXSRm42cfXpXW3zqrmFZG3YBjADJCy1u4eefrYadupmg47fbbu9g3lTMM1wDEfDKhoUAySowzI381bOwhnGR1Y4jrpzM2f/B8edbrm68kbAqE4doPd9PNtHY7XARhXnOxADU47UJzjy8uPf2naDyc7WzZw5P/k6XmgpQugBibmZRdkuGFgkiPzyfM42PDWzEgPeT3t3/qW2y2knXTkeoNvvpHZVTGsY52vNTDwOa6LMvNxHjNANmDxJnMMzB1tWT95ab/R0eW1d7x1dY466NbZihsBT/ScoIzrXqQ7nrPzM/bXXRU0n913rtu+1/Z60XbpwUuaFSvOcGtrq27evDm9ckrHzedE1tbWqqpqa2urrl69Wtvb29NvZWSsa9eu1a//+q/X7u7umfu4dNZGsjYcKuXy8vy+DkSrFxG2A7+Rc1e+y/euIkOQwsDqDMXjRQbc18Ul9M7QbAgGRZ6/K+EvMvzuehsxZUcww3XaqVoGNk7rAAPMIno5ZieXkcNjIOQ8I1BNR8i+ncPtAhbXZho4FvtY30zH66+/XkdHR2fGMWCyTVHfurHplO1gyS9e6/V3+1vkOt5mcXPQzrHj4+M6PDycbreYHlfCyHPbIP/4bEtVnamWOCEKfd79lnPwOb/zGuWQebuHeTtQOwIdPL6oqjKipfOFTMKcDKaNQEo3j8+TTgNVj+txOjBue2LfRYCCdHVVbAN3+3ODGo7VgXm3Lqnr4k7XLv3bRmQsmZQHT9944406OXm8jfra2lptbm5OfdfW1uoLX/hCHRwcTK9Pn5yc1P3792t9fX1yLJnnS77kS+r09LRefvnlunbtWm1vb58JAHQUVWdfk+5KwucZhdebce1sulsGDmKjzDM8s2LltloyOpdDRw7P9BpM0LF0QCN9ukyiC8oZqwvcXF/6ZizLj/NTBt14oZ2Z/ojODkCQD11fOiRniCNgG+dgveM1CXJ0ZgZYpMUyJP0GgwaFVX2JvqP91q1bVTUfWAxkfHuE8/nBTMsu1Vbu8WHHn+NdSb3jP6smpNv65qpEQBr1Jseor6O3PvI/X5VOyx5BvCYtutH5qYAq0kng0fGW/LCeM9h2tpFmnetoJi2kl/TRni0v+0vzhufo5yi3UdDt/AWPdzyxPXc8yqf1njyiPRnkc+6uMs5EgPaV9Y7iCM8vkqt1oquQL2qXvvLiLN0Ib2trq7a3t2t7e7uefvrpOjk5qXv37tWNGzfq5s2btba2Vs8+++yc811eXq6rV69O1ZrZbDa9gXTlypW6fv167ezszCmLA7cFRIdhertG5aTCOYvoMj5XJsgPV0ZI76jET5DRzZO5nGF3gMRzW+FzzBWAkWEz6HoMGzyDSCezrMPNvIoMDTp4vgv4lKUDhbOt0EfZ05GljwNs1dnf5OrWOtpAsGsjMJO57Ex5Tfq4fJzPrlJpHozshTZhe2E/Ahc6e447yojtrNno4JP42FlzTFb0+CZNNx7XmP6mKRWRrlqYxuDUAVrz2rcmXJHp7Gw0ZvpbD0bBi75tpIs5n2awlXX4tnc3J2U1SjI9j2n194s06qjpt41zTbRXA1nboH2C+9l3+1rqjRMBjmWfVdX7/+7Yee3Sg5eqeYdUNb9fRpTjzp079clPfrI+9alP1d27d2t7e7uuXLlSV65cqf39/To5eXy/+tGjRxNgsWGenJzUrVu3pvvaDx48mPaC2djYaB/45LVsmW+UxWQdPs9qUMbJp487E6yaDzadEtmhczyXfekk6Pw4J42B48fxssztQOb12NnYoLrsi4GXY5o3HIPrN3gwWBqVnEnXIv52jmEUZHgLwNd16+VvIvFBRvMi310V5NjhTTZspBzoiClrg64u0I2qdeYN5U8Z2Cl3wX9p6cnzQv6Fd/NtRCdlTn11VYW8OD4+PvPDmum/vLw8JUeh2QGLoIOVxdDDgMoHhXk7xTZquXSVYPOHYMbnaTPko1vopR/o9Leqplv1+YvuUjdCD22UazHo4p436dP5M/Kffa3H7D+qyDgedetllY+8drJg3ex8HNdCP8dn+roElbowAipdLOLau0TYlZ1FCVLXLv1to6qzqJPt8PCwNjY2pleHd3Z2am9vr/79v//3dXp6Wu985zvr+vXr02vTeS16aWlp7hd7T05Opgd9t7e3a2Njow4ODur+/ft19+7dev755yfwE8fUgRkbqo2fjtH3q9McvGJILk13GRcVcpEiWdF9y4jZJDPG5eXluR8P9HyjQOv+I3TO8nWyTho0eZI5zBs6A/PdgG1EA0HEqKJm0ETQSH7G2aavA9rS0pPdnTuw1QUR8/v+/ft1eHg4/XAdaSEvHSRZsv/c5z43PUPmdeZ/07BI9w3E3LcrrXtti6pfDASrq6vT7ZUOXIWejscZowMwnQ11IDT026ZGtzM6Z9/5Ac/r/pStr+sCNvnj26ydPRjcWQ7UT4Iw+yzys+NHVbX9Oz4kYFsG9BWm0+s0iHDSQVtZVJnieOZPZy/derqxON8iux/RY/7RZ5MGx1b63EW8JCAyGLoogHlLgBcyj4E0QSJC2djYqLW1tbpy5UptbGzUq6++Wr/yK79SzzzzTG1ubtbzzz9fN27cqIcPH9ZnP/vZ6e2jOL21tbWazWY1m82m16xv3LhRn/nMZ+pTn/pUbW5u1q1bt2p7e7vu3bvXvk5NOnkLh46SisCMwUDGzt4Pxrm/FbKjqwswvsWRZqfGDIOOMIGI2aGDAZ1FDDQGbweYa72DaOgPT+O4CTKcCXjOERA2oPIYI752cuoCoAFDHAX5ZIdhYGN5rq2tTXy5cuXK3No9zgj4ZqzZbFZf8iVfUlU1B6SyjtXV1bnjrPDZgRlgdjy0TtjpLQoAlHUHfqgTHNM7T48qiVnv+vp6nZyc1IMHD6YxMt7q6uo0fipfi4KMKwN5loV0U5/NN87N9fM5oEXNIMfJyojuUWDy8YvcWnEVItdzTNtp59O6CqL1ofM9rsR0+taBK44/4pfH68Aw18fvXIurOF6TeUba+b/9c7fObtwOqI2A/AiodICqa5cevHQoMgLO7xcdHh5Ou81+/vOfr6effnq6bfT2t7+97ty5U2+88Ua9/vrrtbS0VLdu3arbt29Pm9alKlP1GADl1eqqx28nvfDCCzWbzWpnZ2c6nh88jKLEGdigOgEzENGwuiwmLc6vc+Q5luDizaIWKRPBlY+Tvm4MOpjzbuXQ+dChd6DMxkeQw9tQdqhZS5fxO6CSFjoejj2q4phfkTuDkYN/52DoXOzkMk8HAHiuWwPnpH6MQCzlRdq9Tuosv5PeEZjugN8oSBuEdvplXl2kdG06Ot5mPSsrK/VzP/dz9fa3v33yFdRFAs/QlpcIzC+C1vSLjdKfdFUKg9au0UcanLmNkpVRdYE64UqZbYB+kDriNqpIsSV5Md2kufOT7Evw3zXLnevLmhdVpULnSK8NjHksfKAO2UeZTgJsH7c90ibtL01/53sW+axujO74ee3Sg5cRymRJL7vkpjJy/fr1+vznP193796tX/qlX6qjo6N67rnn6tatW3X37t363Oc+V/fv36/3vOc99eqrr9bW1lYdHx/X/fv3a2tra8piT09PJ4BEg88bOsyUcqxz+M4avDlXt1aXLJm18C0FKv3oeRdWqfi/eUqj57U550BOUOG5qs4GeQIz8qG7pguIXOvycr+VeLduAxmuK20UqA1sCAg6+ZF/HXjKmHbuXYCmDuQ8A6DLwKNMz/xJP+8HwrHIgw4s+NN2OcrSSKcBXAdyO/DVVSi7sTgv+Zhj3Zs+nOfWrVu1sbFxRqbUC2/c5T6Zq9vPiTJP9YYyW3SLM3ywzFy9yf/d68wdcCH9bFlDp8/+3vkR67PP2/dxewnSa1o7cOE3ibr1jnwkKzjkcQdeOrvo+rgfbcB3EqxfXfzrbI/jEJx3fsb0dUDF4M9vt9luRgnMovaWAC90yMwCqp6UX7/whS/U1atX653vfGft7u7WjRs3amdnpw4PD2tnZ6e+8iu/sra2tupzn/tcfeELX6j/8l/+S73yyiv17d/+7fWpT31qMpiNjY1p87rr16/XxsZGvfHGG7W2tjY9HLm1tVVra2u1u7s77R/jLCvNTqq7PWNDomJnTAfQg4ODaUM8Gl2XcdlIR/Oxjxsdj0FS58wI5Dpn7t9mGfEsso7zdOk5IMaveHcBrnMSzoiYcY34SLDlWxEGD6SNAXlRdcgOguOx7wggdEHB6zVgSFsU0CILg1/Syk/aK2nvyuX8pE6RPmeVnKejgX3Jt9AU22XASr/Dw8P60i/90ik5ItgL8CbPWCly8LaOkab0MzAfAV/LvgNp7M8EYxT4uQY3+6KRzKxz+Z+8ZdWqk4/BOOXY2aMb19ABsFF1iY23aM+7VURejwBdZ8v5vwM99lEjmRlkEYgbeNmW2I9Aj/7JsiVfO3/e+ZLz2qV/24hMSaByEMjx9fX1aXfc1157ra5fv163b9+ud7zjHXVyclJ37typmzdv1tve9rZ66qmn6tOf/nT97M/+bD377LN1/fr1Oj19XGnZ3d2t4+PjunfvXr3++uvTGwVVNT1nsL6+PtHXOfwucKf/yPHzvA0nxpvsJ8DFmUdnEDaEziGa/qqzb9gQjfuH20YBPNcx48gYruYYoHGs0e0igzECg86RjebjWrKeziE5q+tu0RnAjJwCQYA/TU/k5wzHDsNrsdOy/nFN6WtwYsDjQNUBq+hOx8NO302X+WibX+QkrQ/mvWnuqmjHx8d1cHAwZ/td8GRFha/vUi9Gem7w4LeG8gZT50Pyf/5s8925yGR5eXluB3GO7XHsAzo9ZZ9UqCkr/vBr1m9An/V6B2Anex2Iyvz2sV5LGmXm8XiOb35SPp3vNO8CDDoa6KN4rZPPAL3Ol3UAx7axyKboizmu7X+0Vo/HWHzRdunBi0vbDJph7MrK4x8qfOONN6bXR69cuVJLS48rFHfv3q2qxz/O94UvfKFWVlbqHe94R335l395vfbaa/WLv/iLtbGxUe985zvr6tWrdeXKlbp161ZtbW1Nv+icysuDBw/q8PBwUqyubNxlTFVn35C5SIsz4HcqdddGjsWZn2+7sB+dEf+nsYzotFEyaHAcBxbfHugMbJQBMEA7W3TQMqjwrYZ8drf32I+VoM7B83+vu8teO+BAcLq0tDQXzEZAiY6QjXOYL12/bg4eI3+7rMs/uGcg1QUkyt3/O9BSLzt64ze6gNtVjxYBPo7vnwhgs61w3HwnwMlzUgno1Pl79+7VvXv3Jh3tfEZXHQxvM34nm5GNmg9d6/TPAI8yoz52YCvHGewJGthGvqfjj3ca5nzp641KXZ2Jr6V/68BRt56RnbAK1vkmr8tr4Tyd32MbgXxeY8DTgXzT3/mv8+Z0u/TgxcK3EJeWlqaHaW/fvl2vvfZaffrTn679/f169OhR3bx5s3Z3d2t3d7c2Nzenisr+/n5dvXq1vvzLv7xms1l9+tOfrt3d3bp9+3bt7OzU/fv3JwB0fHxcDx8+rCtXrtTt27enW0Z5A4PCt4LaEefT59xyfYfeGVQXNT5A6h1Xs644t6zBD516n5eqmrIpGqdBks85cC5y/B1AYmbVOTYbWPd/B4gyJrNFGnVaR2/2CuqCip2UDd5Blpkyn2fiJ4EJ+UjwNnKonJ+ys7PyXFlfx2uuwffEu02/WDklH6jLrC7adkaAjPLpAiPX6lI65Toai+N1D3+GZo5BXfZfWhcwKN9spEnQFtuPDbLFZn0LlXSzD0F7F7AuHIQa/aeM4yO9pT7pq5qvruaceWcfw/ldZfL/5BPBFuekrneVlk4nOho74GJ94Dr53bRFXp6XvtWJH8e1vzF/vS6/Lu0EYBGIGT0c3bVLD15c4rODXlpamp5rSSXkqaeequ3t7fqN3/iNOjg4mMqRBwcHkzBOTk7q3e9+d33Zl31Zfe3Xfm1tbW3VSy+9VLu7u9PbS3t7e1NVZ2Njo46Ojmpvb6+2t7en3XuPjo7q8PDwTAYYxxBk70zPWaGbd8q10x4FDRppfmHbFRUaZ4BNxsj9fRotM00Ci9CQ33BhcBoh8pwLX7x+33tNMwAJ37vXszmXgz4/L5K5hA8MGl6P52P513RxXldVOpCS8+T3ooqCeZ41Ue5+a4S6S+dDPVh0a4IB08G5m2cR3QzelAnlxHWMgIrnZCMopO4HHHAtHHPRbVXzLby0LEknec45yCf+NACThtgA15g3lgw0rUeskNIWHDSZdKR/t3bz2QE1jaAh//O2UCc/2l58osfp2ug2mGn3muinT05OzlQPq85WSbq1+rkeJl8jn28fZB9F/00/Ez2xvLy+jhedDxwBoNFn1h+f3s3TtUv/wG5VzRmpg+fS0lKtr6/XG2+8UTs7OzWbzWpzc7O+5mu+pra2turhw4e1u7tbW1tb0yvR2czu6OiofuVXfqVeeeWVOjg4qNdff722t7frXe96V/3mb/7mBGDW19fr1q1b0/zZqC7PnTx8+LA2Nzcnx3F6+uS12c6pV80/AEuj6AwoaDiKS4fm8TsH62wsjYHBx/l9lK0647ehjYBE1dlnRUhvN5b5E73Is0cOcqTf6zSg4tpYScsxysljdbcfRoZPftq5km4H3O4aOntnh936fF2ndw4kbl3iYH31nF2z7hO4ZXy/MUP+WM4GFl0Q4CfpC+0O8OEHwUKag9/S0pOHUNnX4Me05rwrpOZ9xneA6fSE8/MBY67XvHGwJCh0xXZ02yZ982ZK6KNsXe20LKpq+CC/6ab+UHbmCe0kn5Qxv6cZiHZ+rkseOHbocuW562t7GwGjro+BJ+U/qkx3c3SJAv1w+tm/cv18K+ki7dKDly6w2pnkRxZTNbl7927t7u7W9vZ2ve1tb5veRqqqun37dm1sbNTDhw/r5OSkbt68Oe3O+dnPfrZee+212t3drd/3+35fvfTSS3V4eFjPPvtsbW5uTs++fPrTn66HDx/W5z//+QnEdAFjeXl5esDXwbzqbEadY1YeGxmVk47AASAZCsu1NHBey/0ZbPCmkRvSkY44us4QIjsH2S54k4+d48986+vrc2O4DN6BLoIUB6YOYPJtIT+Eydt3mdP7dfA8aed8pJ/rIDDg2ngNeUW+2kZGmWgHoLPWbr4uII/+D49yjrrN9Rj8UGddmjagNI2uRHZBh/bIdWVezsHv1ntWCQn+OgBDHlEvPUYHSKm3Dti0V66XtDhxoQxdDev0qbvWbQR4HbCrnvgay2NpaWnuGSCuM9d1NmT9Cz0GWvRXVfOJYf4/r3XA1z7K8xjgdvZv/5TjXEvnIzkPr+F3A51uXq6P89qmO552QPoi7Yt+2+j4+Li+93u/t1544YXa2tqqr/iKr6i//tf/+hmmfN/3fV8999xztbW1VS+++GL92q/92tw4d+7cqfe///117dq1unHjRn3Hd3xHPXz48LdEU2fMLJ8FJKytrdXq6mrdvn27jo6O6tVXX6033nijrl+/XicnJ/XCCy9Mm9o99dRTtbOzU6enp/X666/XZz/72Qn1f/SjH61//s//eV2/fr2+8iu/sn7lV36lfviHf7j+2l/7a/X3//7fr1deeaVu3LhRt2/frqWlpbnf6qAg7WBsYGxWgKyL9x+jPF25PIbO0mrmNt94ntcZ4HQOuOpJEM+68mBgVyY2UCOaH2Ui+Z/98z3nwvMOEI0cPQEEM9zOWEdr6Bw0ae/KzKadwXzU7/T0dLrtx3N0cuYR19dVKQ18Hbj4OQKaBhMM8l6b9cE8qDr7XAF1lDRw3w8GB9Lsah5BDvtzHMrbc9CRM8D6L3Qy6zT/TGcHokbApdM7Z7i83ZV1d1WckcxtlxyXzXzpWuYn+Msfq3sO8kdHR9NzZBzfa2UCZh9iYMLzJyePf2AzduVkIePRLru1UjbkHY+5P/WoA7ejeQxKO/sa+ST7iMjElaCRLLvbQN6viHLM4xmjGOf2Ra+8/K2/9bfq7/7dv1s/9mM/Vu9+97vr3/27f1d/4k/8ibp+/Xr9uT/356qq6gd+4Afqwx/+cP3Yj/1YvfDCC/W93/u99U3f9E31S7/0S9OtlPe///31m7/5m/XTP/3TNZvN6k/8iT9RH/jAB+onfuIn3jRNZjS/00ll34b79+/XzZs366mnnpp+LTrPrLz22mu1s7NTr7322nT8Pe95T52cnNTHP/7xevToUa2vr9enPvWpWl1drZs3b9Y73vGOev755+tf/st/WT//8z9f/+E//If6H/6H/6GeeuqpKZDmV21pkF1J0sCGSulA5f4j8GPlSr8Y6WgrcG52l+bStR1DV92IU6Iy01jiSDpAlPG9JX3oI3BzcM33/LncS94YLHB+OkLz0zqWeVjNIvDsABGBZ54N8rpJc67rMkFnSZEZ57cz6ip8DlSsOljGXaAmf7txCeQJqjym6eAth5GDtT5wjQERlnVXwu9sz2Mz6Lqy2VUbrN85xnmZfBhkEgQdHR2deZsx/fL2I9feVWJZqRhlx7ZFt+iDK6vuYz6kn/2g9SfHYwt+PXq0zo7mRdWT+GqPa5uirwuN/HR/3y5xP/pNr9+2xX7m3yKb87wGVK6uWi8oT9Pr2MRmX3pR4FL1XwG8/J//5/9Z3/Zt31b//X//31dV1Zd92ZfVP/7H/7h+9md/diL2h37oh+ov/+W/XN/2bd9WVVX/6B/9o3r22WfrJ3/yJ+t973tf/fIv/3J95CMfqZ/7uZ+rr/u6r6uqqh/+4R+ub/mWb6m//bf/dj3//PNviqaRcRlVLy09fv5le3u7Xn311VpdXa2VlZW6e/duPf3003V8fFyf+cxnam9vr27evFlXrlyZHuTd3Nysd7/73fXss8/W1atX6zd+4zfqX//rf12//uu/Xn/gD/yBevrpp+ud73xnvfbaa3Xjxo26f/9+Xb9+vba3t6fN67rbMf7/zZYmq84+iGcnRecYOuioXFXJGAzcnJPlcSqwH9zl/HxDxME083F9DkqjypSrKzYsOjLSw7kIPtjHRucgMqKVAT7/d5sPutLhRtoyJ8HEea0DEuYBwVPnIDtemq7Q6nXZ8Z23Vq+R67ScvDbqlG/v5Prl5Se/J0Y+WO4GRV2w4l+XQJCP5qezz46XDv72camGEjQl2w6t/G0rNvOJbQR06As8ZvrGLxDAUHcyDuey7zNwGO36Tf9kmjswThq4Bo7hhIG3JsNnVmMypnWRPDPdOW4ds945GbVdEHBQNu7TgeoO3NBXdbTST3geV/odKxxvLgpgvujg5b/5b/6b+tEf/dH61V/91frqr/7q+sVf/MX6P/6P/6N+8Ad/sKqqXnrppXr55ZfrxRdfnK65fv16vfe9762Pfexj9b73va8+9rGP1Y0bNybgUlX14osv1vLycn384x+vb//2bz8z78HBQR0cHEz/379/f/reZV9V88iUJeP19fW6fft2HR4e1unpaX3+85+v3/zN36xf+IVfqDt37tTdu3en52FOT0/ry77sy+pd73pXfcVXfEV9+tOfrp//+Z+v4+Pj+pqv+ZpaXl6uT37yk7W5uVm/83f+zul2UfaHee655+rGjRtnMp44USpWJ1QaV5cdWemYmXb9Y5h2QHQWmcv0hXbynN+Z9dlQWHnxtaMMtJPlef8b4XfOxkZvJ0266VTSHLR4ncfI/6ymXAQAcawuo7IzYv84Ps5pusgnAzz2o+NxNssxGAysW6Okwn3psLmGDoQRJFhGDJQdj02Xn0UZOXcCMQZq0s/GX5XPuHmOquO37cxgKQGVt37Tn9XTfObBffsD2gLtnkkM2yL/Y152tsTj0ScmUeYhQcPS0tKZt6bS3wlBV1Xy/76t0fXv6PZ3r92ArQPqlHcHEkhHxuAzYemXmJb/6VM7kENeEeiQJvsdVkZz3oDec1wElJGW89oXHbx88IMfrPv379dv+22/bVL4v/k3/2a9//3vr6qql19+uaqqnn322bnrnn322encyy+/XM8888w8oaurdevWramP24c+9KH6q3/1r7bnOqebzy6QRIBbW1u1urpav/23//Z6+PBhfeELX6iv/uqvrne961310Y9+tF566aXpV6Y/9rGP1U/91E/Vf/7P/7kePnxYh4eH9Q3f8A31tV/7tdOPPH7+85+vX/3VX62XX365ZrNZffmXf3l92Zd9Wb3xxhtD1O9MzIKmg+8ULOf8ICLnokF474f0Z5bYAR5XPhw8T09PJ9DSGVGXGXgtbItkycDF76SXRtrpQOijIbFSQIfEc5yftHe6xuDANYwcJVscR3hvvnVOYdTPazHPRhWS9OsAiQFIJ1fu/pn1+BrKkQGWoKULiFyTgwWvYeDmGB3AIh/Jhw5M8+2hpaUnv+BNMNABEfqfrnV2xbcHyROOmYCfZzaqzgbzrI+0sSI6SlS4BgNYfzqw+fr0oW5Q5pTB0tKTimUH6tOYoGTstBEQ9fznvQXTxRjqEStO5h1pti7yHP2Sr3ci6eqhbbwDG901lLsfEbBfHflR0kR/aT6Hxxd94+iLDl7+6T/9p/XjP/7j9RM/8RP17ne/u37hF36hvvu7v7uef/75+uN//I9/saeb2vd8z/fUX/gLf2H6//79+/WOd7yjqhaX59xofCcnJ9MPnt24caNu3LhRy8vL9eDBg3rPe95Tb7zxRm1sbNTa2lr92q/92vQGUnbQffnll+uf/JN/Ul/5lV9Z73nPe+qzn/1s3b17t37f7/t99dVf/dW1vb1dn/nMZ+rRo0dn6Bgp+SiYsa8zoS476MASr+3mpFM1iHH1qkPhiwLpKMvMczfejtw8oqPu0H3Hu1H2YzodWDhmDI+b9Y2eQ7HTifGOAr/XuigosN8oUBBEdIGTY6Qvg3sy4g4gmCbysQsOaQyOpIv9Q7uD+igw0hHb7g1S7GjNh05Hu3m64OCxXDFgBs3GZyAYiJaWlqZbwAStBHdMJLKXUfQzD0T62a7Q4tvDvLVGe3eFKXL07ZXzGnnP8a0jDHhZWwcqCDx4PZMEn6eesPpCYERaaROLkgzKwz6vA0zkA+np+GEbCD3Wz4xDv8OkZlSBNPD3vJ18qCO+nn6n83Wmu0t0uvZFBy//y//yv9QHP/jBet/73ldVVb/jd/yO+i//5b/Uhz70ofrjf/yP19ve9raqqnrllVfqueeem6575ZVX6nf/7t9dVVVve9vb6tVXX50b9+joqO7cuTNd77axsVEbGxtnjtNJW2Gr+gzewT6KHIPZ39+v9fX1+sZv/MZ6/vnna2trq775m7+5fuM3fqM++clP1srKSt28ebM+85nP1C/90i/VJz7xifrEJz5Rs9ms/rv/7r+r//a//W/r5Zdfrk996lP18OHDYXB1AO36dQHNCkIjo+Osmi8nByx0AYI75XZZcozHt5doVL7lY7TPNTFAuKKR892+AFzXKBtyBmlA53kccEibs8Rcb0dOB2M5dYDIjqLLiuhcrBOjjMjlXgdQO62sa+TwDGApL8rRa6XD85oMjB04MgezOa7D8jQ/Tb953wFvAzY7cI7pwNq9SuuxSYN1xzpPcJJAy3Vwvvv37098vXr16gRgOIflT95nDtJBu+uqL2xdVcvrN//YRg//cz8Yj909P+bqtW+BcZzutoVvz4RX4Td1zr6a4N/gbpHvN3C23+F11LnO33GMzheRX/Rppsdj215ph/wcra/z8/9/Ay+7u7tnqgUU7gsvvFBve9vb6l/9q381gZX79+/Xxz/+8frTf/pPV1XV13/919fdu3frE5/4RH3t135tVVX9zM/8TJ2cnNR73/ve3xJdFoyZzEZmRynI7NPT02k/mEePHtXq6mptbm7WjRs36sUXX6ynn366dnZ2amlpqe7cuVOf/OQn686dO7W+vl5f+ZVfWb/5m79ZL7300tyrZAzypsfo/qIIlYGcfGBApmPnGzumgeOxuTzeBeIRsu7GC43px99WOa9syXUxkMYBd6DMY3WBa/SdAdAPIxq4OFgyc+tAqgFfJxcDCtLUOTn293jOIu2A2S/jxFlmTFdRfIvGPO54a/mzdc68qn8Wplt/dMgZ8EXk7vk5b851wK/q8c9A0E7Mw8zjgGGAYR52D/byM34qt4uod6GDwDJtNpvV+vr6HK8sy3x3YHTFaARmGFgNbrrnbCwH+jQmSVlfNx4DLK+jHDNu94o35ydQyDoNUjhPPrnu8zYg7fyGAS5Bk3WetBtcOWmx3nfgOed8zN87XelsjT7lzVbtqv4rgJdv/dZvrb/5N/9mvfOd76x3v/vd9e///b+vH/zBH6w/+Sf/5LS47/7u766/8Tf+Rn3VV33V9Kr0888/X3/kj/yRqqr6mq/5mvrmb/7m+s7v/M76kR/5kZrNZvVd3/Vd9b73ve+39KYRA5+z665FMV2Ko0JFWQ4PD+vw8LD29vamH3B86aWXpr1L1tbW6ubNm3X79u06Pj6uO3fu1N7e3pxDXwRECLa4Jn7aAVip+CQ8+2YNOd/dwkhj39E5B4r87zeJules7dQN6LpjBnwnJydz446CEYMGZdpd52BheuhcLCOOZ5mRd3YUlBXlydYF1VEgZnAkuOoy5Q7UVNWcDlle5Glky2B9Hu0ZwxmcdSTNoIkghrQ78Nthd87U2fjp6ZOfvDA4M784F/lgWSzSX87BIJJP2xJ/aJNjLy0t1fb2dt26dauOjo5qe3t7rhpqgJX/V1dX534SxTJz4O90KM1ggbzN7S/qYfeKsxPh0DziNYOmHzKmX0+jzpA3XJd9iKui5A/Xu4gfrnDbd3osg9oOYKQ//VbWZVo7v9b1SeuAjv2B5WO7GgFWr6uTede+6ODlh3/4h+t7v/d768/8mT9Tr776aj3//PP1p/7Un6rv+77vm/r8pb/0l+rRo0f1gQ98oO7evVvf8A3fUB/5yEemPV6qqn78x3+8vuu7vqu+8Ru/sZaXl+uP/tE/Wh/+8Id/SzRZ2SkEPnmfFoHzaXwHl1Ggz5i532xHOQJMIwBjgGLwYfSdNlIOfrK0Peqf4wR/nM+Bjs7CoIFjdTyh0yZNdN6Ugw17ZJzmZQcYO9kYCKVS5sDcZSAdKKFj7ZrPmReuGLB1gMvyYfAbOT0ec3WuW6/XzE/37T7ZqDfks3nKYx2A5Nhcg+f1MQcrBkf29/Ws8qUtcuqd0+c6eNyAo5NbgEZAVni3sbFRN27cqDt37pzZfJJ8Nv+vXLkyxzPLwHTnfz+4n3N8AyrXkA7rPYGReddt20C68p1giP26688DHtZV6hnHonw5FhM/61ans50/6ezIu3GzdUkM+UjgaH9g2+LeUt35XNfxwGPmOlfOOns/ry2dXrTn/8ta9lH54Ac/OIEiZl6dAsdg4gQYsPhEf4ce04dzGL2mHwPvImdeNe+wmZE4ULmEbKdykTYCPyk7Zz7O44ffct1o6/zwN8fcZxSYSZORuWk1oBqVQPn/omw6+pKMNBt88fxIfhmPdNj4o2fkbfrGcTjjIwiJPkR/CVwS3DrAOTL9Dkx2sqcOd2MZbHFtpMMBwzIjMPGzBxyjs206086JWi4cK2tjVk/eGkhSrtanzheM6LYcYlfemyaJ0vLyk1+I5i2XpaXHYPWNN96YHtjlugIquA6DPcrZwMX0py9vvThRWvT6snXAvBjZaHjR6SGrME4E+Dmy4S5p7Gi0D3IVcdF8HYiw3zQYMTBZZM8j/nQJS74zWbQPYZ/YVQfAOt/OhNDPM6XP/v5+fehDH6p79+7VtWvXhmu69L9tlNYxiUgvxxxEct7KSQDh7MWBhlmLy7bnNRpB/rezyLi7u7tVVXX16tUzQdnjdKCITrTLjM6juSvBOnOYzWbTrzmz0jYyRAaX7icEOqezurraZl2dYzgP2HBs/qQAxzE9BgjdRlBZWzcXZUYQ5gBj50C+c44uEHXrJC/9VlHHG44zAmfpayDTAZgOHHX6QD57Dbx+UfbHY7zWTtgJinls/eMcDNaca6RjBoNdYMkcp6dPkqX8n+oL39A7OTmpq1ev1vHx8bSLd2gzPaPnPFgF6QDa8fHj3/ki0Cb/UqnOWAGEaUwaO77bnjodI984BvuNQLJ53AGLRec5FseknsQGzNtcy2MGLtYL2g6TlJE/YD/yZhS7cr0TnszjZ7NsI7aNxEq+9DHyJ/6+qF3s5tL/i1un3DYAlrsp8PRj1uLAkD/+smtKpDZ0OuORAZqmjMk5uZ7OcdJh0gHxk0qdvpzPDic/KmnFYjmabzIQCIU2GnZ4MsowKANnujY4r7EL4BmbmSb55v87Y+JclOOIdvLZjtMAlECH81M+nbypL9arzqH5k86PY9omzAcCKco6n3Z4BAUGUOalnaH5xkY7zf+uHJAvnc5RTh0/GWw70DZqBl8j4Ep6R0DI62OVsxuH18ZGvYcT6VhaWjpTmfHcBtPxdWl8piq64bdffE3GGf0aNGmwHZmuURWHgDN/TtxIj/28x/XD16aF43bJwqLW+WPqUOSUvtT/rI1+4jzdd1xgZYhxkgAqOzfzOK/3WhkTOhAcPvH7Rdqlr7zQcPxgEpFk1ZMfkjo6Oqr19fV2v4Cqs0gzn10g5rUOKj5HxfQcfj2xo2VnZ2fuCfisMVlRFwicAUc5TW94530VnGXY+Tlora+vt06tAww2hHz3g7Ocj2vycfLaetAFds5rmYYXztxMszPcTm4c247HTse6Y1p5TVd5sCMMzQ5CDNadQ/b4HVh38DVdBFYdrzkWkwrqN3W3ezOF9BlkZfysjbRZR8hn0m0+dmv3NR2w51z0TQatBA2UA4MXq45eq+0ioMG+0Gv0A9vW5UVzkU8MtNabRS8MxP9xPyX6TOsN6fXtCfPHesJ1duPlHF90MGj3LbNuXd08tG/rS2e77sNmH5c57VN9redy64A2jy+qmPq6RWs7r70lKi8JNBY4Xw1mY4bCakzaKJviNZyHTi3XR9mdlVb195hDAw2B/Vgp4fpId9a1qISY2zq+LmibqJs0hr/Osrhmgik63C5gM3vL8XwSMDjQ8TPfsx46emdKi4zVWUyu65xDB6bs1AkUWLnqnFK+0+kvyq4ik+48gyJlxKyU9DFAkA4GKut1x6sucLORHj4vYfDA7M4VI/OcxxjsaZtdNcit0y+Oa2DJNqKf58hTt26NmZu3iDIG7TL0OWlxRYnrIvBxRc2BlnYT0EHw062RNtD5U4NiJmldJcPPz3SB2K0LpmlMHEcy5dtKpM820l3rdt750XroWzsb7JLI8JgvXnT26Wt4bVrngwxcOFYnf8qba8r4F2mXvvKSxuAfQ5zNZnO/Elo1XxKkgVrY3Y8MUijODKvmS/A24E6gaecJM+Pw9UMambOgnB8pi8ui3W+HdI6KhsxXAROUqKgEb1y/+4yyj2Q2dPB0tmnZ44U0sL+DEx37yDADwMjzkZMJ7fzf8zjzIEBgEOlo7hyNM0rOwbLwosDNwOv5OrlTx+lY6eS8zq7Fufq+euYmv8lTrtMghfzxnisjWdmm2fgKbrcLa9aRvuQT+cCxDYypH6MgFx7xge3Q0D1TMgoitt3QYP9BEEZdjV5x7aQl1/nV9xHY49yuzJjPHNc6Rx55PleKXXkzD7IO0+dfeXeQjy77eSLyjr7YYJcyWgQweO1IXwi2LAuDQ4/NPqapAyv0y0x2OhDqay76gsmlBy8WwCg4MQDZCGjsaQ74BCNRyEUOMGN096M7pRhlZjxHwJT/nfWnUUFoyOnPX5zlg6osw9oJ8jtf3cxvGnVBulN8r5nG3JUk2YcGks8ELD6MTfl345lnNjAe60BJBw7slDhXxuYaTQufKTDPPUfmcXDt1jwCmecFT/Ign37eyjrIcxy7c8JpBNmcqwMxXbWIGb2DgJv1r5Nl5+BdmfDvDVnvPdcI/HYAjtfmlnC2Z6Du28cZ0OR4B/Q4VuS0tPTklot3t7YPMTgg6GUC6bUZPHU+10kXZd75+5H/zRwERaSte6OP6+nAeSfD0OhNQA02CLI6cNLFIoM2r9n2Qj9jP2w7sa89ODiYYoF9aAdMSWN8cObj26idX71Iu/Tgpeqs4YZpGxsbk6GGoVTWqvlnFuiMMy4zzYxtxXNWw2POYhk8fJ+5M3hnKS73dudd8XCmYpRsh5m3Fgi47MzCz8zbAZWuYkH0badK2XH9MQCWrzMWwZydYcZLn8icxuxgblrzZkfmN73OojsHRCDsIMxxc958Iy+5pg6Mcd2ZpwMBdsbkUVe9YdDinJ0OWZ6sthgYcAy37vXXkeOjkyRvaCN09JYB15DGikboIS35nr6kxfLr1mtwxzUw0KQfdc1B1XLhGhjAuBZuspfrskbrut/c9Npte13VmfJI60B87NL+pGvU7ZEd0dfYN5KWbtNEytWVg1wbXtpGOqBlfnDdHX94bWc/HM9gpfNTfH6HyfDJyZPnFXmNeWo7Dz84L/2Vwc9FgUvVW+CZl6qzjtivOUfgzkzC+BH67VD9iPnnCcWoe3l5udbW1ubOd8CFbVRWZenOmSOfMeBcWVf4sL+/X/v7+3PPw/ANATpcAoZuXwcH81zHNdIoCGJGgaTjL7MM/rF/+GHw6WyI8kk/XkvDTDZnHuZ5IdJMHtixmT9xLt06+X0UGDvH7PWbNvIs/brM1/zvHGbn3DgHr+mAIq8zoKE80hgw+MYD+cJbHNZdz83vBjnWX8qUmaz1hfKjrnQ2SDkRaK+urk5/1BGDmtDDDLgDwCcnT36kkfLoANjIDvlDkFU1R0eXlKRRfl2QprzyR720DLrE0by23UVXrOcjH5NPArkR4O5o8FhMCpmodL4m81U9Tiq9GWCXNNgmOQ/XaZszzzqwZL/F57Co/+zjRKLTi669JSovzqAYWCmIMJVgJsf4QGpKql0Fo1NaBsouy7AT6MqqDkYGTaGXWZ/pyRqYaWQ+j8lfr53NZnNvJXjsfD86OjpTLnfAYMbTGYmzvY4fDNBddszgxu+uWNCIuk3nuoDMTJfycObu7+zbvc1FGiwLV/voSAz2nOF2AJvr8TozvjNp8pV8NFDq5GSZGdSMgAqbHT3pGQEk8qKzVcvnPMDX8dJgkz7E6/J6Rn3M4/My9aontm2bT7UsMu3AqMeyvyOPWJGmHYdO+lb7TPJ4UQWia1mHK0q2k7wMYN8ZuumfPD77m8+JD11l0NfRP3Dujq7OVjw3m23QwJvP4HTA1OMyvrlPaLY/5frsWwlAonOp1BtIZZzRA9/ntbcEeDHCZMmVoCMBJK17Jbfq7INLPFZVZwyLSuRgYfTp8X2ty+Onp/Mb61GZfSuHqLzLasyv3EcPz/jmwsrKynT/M3MmYzCCJ586xE1edGVI8jBOjKAjjcaXa/0TD+az+1tepNPBi+NaV2jgdOrMbjmOQYf5Y9DXVWgYwL3ejtd2guxnAJTPbsO9LgDavsyvLnB1NFIXqd/kH/mbPg4Y1kHKyTQSOPD/riRvEGL7dmUnzfJjGwXE0OPqSdZp4GJAYcBMuu2/+EkedrdrztOLqrOv3/vNKNo19dwVEM6VtdGHW69MgxOnjl4H0U6/O99KHRqBHYLJUXVmBGh4zah6NfqtK9LgKov1zX7OxzlW6B3pMXXSukNfQL910faWuG1Ep2LHGcYmSLPf2tpara+vnxFKF5QJgNjP2UHV4j0+8j2Kb4Fa4e3c6ECyVgZRAhg7OzoVOpLc7sj30MbMzQ+98RyrI+YlaXe24qBsWdr5kbcZj+V1BrGR46ADGxlSJ3fyntfnGIMr/zJG90yW12rdCt/JP9JNXpCH6W9AYCedc/k/ss8PjvJWTAfougBikOE1McCO1pxxOrBn++aa7DjNsxHI8TYABqKeh/wP0OC1WSfB/iiYGljmWAIxn7lKH1YHKdf879ehCQg6fTEP7ZMMxOnfCFJIg9dtAOhGObHKSB33mAZ7bl2wTH9eR152FZoOIOQY108AsChId+dJi/2H10vQajlS13mt18TY0YG3DsDaDsLz3NJ0dbAbb1FS7faWAS8MpGTeSNkpjI7ZGSufRqWev2pcHrXTJj0u33IN6ds5Djo9OqXM0xlzFI7ByiCEmfqIL3T6Vf3GS/zOYMfbICPnEtryP4MQg2LG42vtlj1ppnE7s+lk3/GVMqHz6G490Pk4sPqYeduNbxq8TjtOA60ENr4V4ayIFbgOqFDvur1aOtDAID1aM8e1A+8qPB2vu8wvsuz0swvWS0tLZxIdy9AO30CcAZH0mNccjxUUApg064KBmANtF8AYXNmHNHX26AdUQw/HJzha9Cqs5e9Ey0kFZTcCPdFX3pblbSzLt6ui85iTPiaHBAfmCwEsb+FxDYv8uoFoZ1+dfo/iFq/12CMQSdosB5/vfJDHMd8WgTq3t8RtIzOve405zoQPu42Ca1etSEs5kfeGWTYeKYQdzWw2a8vNVfNOIhmYKwn+n44yPyzo5l8Pzfo4X34mIJkjM3+uJXN2BuS+NFhf0ykzeWIA4aqWg2IcAZ0S57HcSTuDoeVCJ+vrve5OpgZvXBvH7YAAafAtFOqngz6dlG8fcY05t7q6Wnt7e/Xo0aPa2tqqra2taXzzxUBiVAWi7MyfyCaBxlmZbx2Y387m+UwYA+rI8XfnHeD9QH8HfrimDuyE1g6EWS9znhW//GCot1swr8gH630HDBikFul85qXfc/Ulxzp77uy2awZDmXNkswF4I51k63yzdcfgOr6k0yfuBUQdcDXHvOrWb7uwHyAfu/VZfrQLx7bO5/p85+vIL9JD/aK/zbrPW9OidukrLy4rMjuh4KJwVGIqlVEqDZvI0aCB4zvQuJ+vsTDtbIz+u0DWzdWV5mJUzBwCUHIfdXl5uTY2NqZbBvnrgAt54+DSAYruWgeVrrJA3tChk09Zc/f6u2UwQv4MHPnOW2idbnCdDNrOoPkXXo+MuMtwzANf63Jz+NE5SYMkZ75VVQcHB7W/v3/GcdExd/zLONGbDkhlrFyTAGBHyTEdFLqStO339PTJTs8d/8gHO93QT91y0OS1nS6Qt9GhPNg4CsSklSAm+7wwUXJWblqsO5zTtyJphx3AsXzdqO+/lQw716VdBLh4ve7DMbvKySKbJQ25bgQ6eYsr/tW30swz759jv27fRTrp973mfKfuecwRwHZS1YHdjq/Uez9H5GtHlddRu/SVlw6d0ojSh8pKx2WA0Bl8NoryvW32GwGS5eXlOjw8rKonTvHk5GR6TZr9R+CH44+ag76NlLxKFpHvASt0bCsrK7WxsTF3W6abj7d/OhBDo6N8YmAMWqNbLx1IMxCxIY+yFAd3AyfSZkPvnEWu7Ur0+Rw5V45PHnRy7kAyx3bw97EuwBtcrK6u1sbGRl29enWquvFNFsqwyzoNBKgjXdZnWwsfR8FppCf+7rF5jOPyldkOWBlcc+3dmJad/QzHZEZP+RM0BbDk5zvytl/GJu+YmJB+jrWIH14z+4wy8VzDYDqqJo8afY5p5K0o8o1+lPI06CGPvKVDACD7sdKUY37Wj//T7kf2P6q0sk/HE47V2TyBZqf7nT/oxuFa7AM9LtdAH8nGY7aL82KY21sOvDB4UVAdGKh6Ygwd+uZ37iKb8XmeysHvFqbp6NZixVok8C47pFLbML0JFefwfdrOMfkaHo9DHoEMBsI0ZxFdwHB2kDF5S20U6BioGTC4sRTnN6hwud/yMN051jkAAxTzyfxlG4GW/O8Ment7u7a2tqb9e+h46XgM2NbW1uY2HyStntdv2pCeZKK+peW1dbx0wPer/15D1Xxg6ALGCPB0/LDt8drOYVuWnod9WE2wjpDHqYienj7eDfvw8HDiaRew+N1VJQezkT5STpYlbcrrNK/dukqwrzcYYJCkvLjnSdV4HyveurEOdGvO/JRlAD11grpoX565uA77C9t8+nT2bpthn27TN+qpbS9jhLcdyDJPyJvOH3eAnDSFD/TTbwa8XPrbRlW9Y2QwoCEYyVedLRFmnJQAO8dHZTo6Opo2EKJid0ImIOgCHo93wraS09g7x8wyY67PemkAfmI8ZW4awGw2m6Pdjqsz6rSlpaXpJwnIYwPCLoBwTZ2zz7Wcy3yL4+/4zet4vHM80aFRhtmBDDsCyofXhTfMKDvA4iBhPdnY2Kj9/f363Oc+V5/61Kdqf39/ytx9S81ALQ8/cu8fr51BsWr+14Jti6PtCNgiS47B5KC7nWIdcbDobCe0UU8dTBw06HRd2eB1vlVmG3DW7rVzLM+7vPx4Q8sOqDH4dHTlWOdfqE+0PYIojtVVbzp+MEHim2umnYG+A3+euwMQoXNjY6N2dnZqfX19jucc2xUeJz7nVY18G5I+z2szTzLfIqDixM+ysG7YNnz7jnbQ2QvpGFWOcr19Vweucq7Tt0UAeNQufeWFjpTINy0MZtbJ4y5pdciR/TrnHTooOL5menx8PPewXYdiO4MZgQDPmb6jKgnHc0bMh3hdhs18zja5Hitv1fyvW2ePGjqvUQCnLDrn3/GePKfztQ6w2Qh5zM/4+DrOtQhYmp+dIxsBGNJmxzOa07ffPvWpT9XR0VE9/fTTc7cok03yDS2Px7eRzG/fz7cjJD9Je8ahMxwFLF7jdY4coCucBN1dgO2y464qygRopBeuYpmfXBuPj/jhBKrqye+PJaHq9K8LMPRbsUX2zZidv7BtuUJNnvPNQ/rhvJiQZ734I7Ce19W9AD7SyZZjq6ur9cYbb9Tu7m59yZd8yRm+jJJA//4Ozy0tnf2R0M4fuypHXliHCdR8jn06XTPItY3QJy2KKYyTPO+XXGgT1NUR0OT5ziez3wgcul168GIBpDEQkvmd0yCDXT1ItcDOgkaXPl0JnW9qpHXZEcd16ZTOLGv0Q3zORDwWx/P9XypcxuwCPPns4GvjIZ9zPlUsV2C621FsDoQ8ZvDpYGkgx+vpJCi7rtLmUryNnfLvZNvd9uicG2mLbDgW19rxMLx95zvfWaurq3V4eDg56kePHk36uLOzM7cpYcdffqaPeRNdYJDsnHPnbHkua+0AagcYve5OF60jDAAjkGrHv6ia6LmdzRocU5d8G8cAtdPL0G/f5vmtdx7fLSDB1WLL2jTZv1D+KyuPd17d3d2tqqorV66cASoEMK6O5LtlY8CVqlTV4wfN82YW6QmPw7OuctXZI+3asqH+d8/qcIwO/NB28n/3Vl+uI29DR+TdgTPOZ13pAHMHMji3edglmpalbaiz/UXt0t826pwiGW+GW4FYVqNzyHkLIvtk5HzmofKMkHrnzLvmQBeAwkDBtVoJO4fbjZk+dKR8ADfrzxyhw/vDZPzOGZP3Kysr07NDBFzsxxI2Wxdc7fANnPw/ZdONPWpZK4Eix7QDdJA1jZ7TgMH8SIvuWS4Oog8ePKjt7e06Ojqqzc3NunLlSlVVbW5u1traWu3t7dXe3l7LrxE9ca5p1t/ccqRsaXO2UdsL9cQOvAOEdsjcLTrN1VYHhFQxXDnqAJwBlunqqgKWselw8GeWa/6Tp4sACeXpoOrbCpQdA013LYNeznNu+4OM1e20S1r8aR6Qd9yjiLybzWZ1+/bteuGFF+YeMuctf67b9lk1/9MrXIvlyM8u+fL/5hHHpC1znZ6Xf5YJbSy2Z15bV7pxukSZ3/NJ+2Ms4ptwrlaZ9v8PvPz/2ggAVJ3NGhehYCsAg19aFMpOkd8JJEwH+3Rl2tBFJBsH6+uScXhXQwd+KmX+eCzGyudbRmvjmL5/b8XuqhrkNR/eNbjoHJeNr5O7DSR/fkjSzsDOzEGLFSvPnfMGltwifBS4u7WZjsiouw1iILe+vj69kfL666/X7u5uLS0t1WuvvVa/+qu/Oj2blUyVQJJjO4Pv1mynxL4JBAx43XMGdKqWix1n58w5Z57HYn/aDscy/bZ/6yJ5RFmQ99ZDB0raZ3dbwOCbbVQVNBDuQGE3luehnVSdffXef1VPfkOoAx+U89WrV2tnZ6f9zSH7OvNiZKtcS+g/ODhoXwiwP7ROdOepOyN+p3FN9qvpy0pVtxb7zcxtgEj+ZJ5F441AgsGVbb4DotRp2kTm4s/MEJgZXNG2z2uXHrzYaCOMrqJiheqE7VKcBcDr0q+ranQOpVOKRY2vTaYRwNAw6AS6B5Bdsu3WGNoyRofIud48pEi+k4f8DECKc+Ha6ES5fwXPOdsyzenTAQuO4evZ11U26gn55Ouoc5YT+RD+2RHyfz/PsLS0ND08y2cWMjeBy+npad27d6+uXr1a165dq6tXr9bh4WFtb2/Xc889Vzs7O7W0tFQ3b96s5eXlqcRup2WH3PHZn6S5y8CsowaJvLbjr8GMdSMPtPrZC47h2wWUpwNmByS6QOKqVwdIWRWijjnQWt862rp+ocOJgOnufGXHS3+aBx2QCM/TYserq6u1vr5+pjJssFI1n73Tb3iugAoGSuqTb4uzf9ZKYNLJgf+z4mlZcd2uovF7px8Gxh2P7b+7h77Tj3bVAZ8OsHte6lbnjzvdGQFKHrMeXaS9ZcDLCJ2nT5pvi1iInSJRURdd282Z62kodNrOXDqlTIsRWaEzDg20Wwt5wKpO3gpIybVzhKSzu63DtThYcy0EFMzO2ddOOeNzXAfMTgd464IBzICz25CK6+L1cZaemwCmAzkd6Mh8PNYZeVeijxwZuPf39+vq1au1sbFRr7zySv3Kr/xKHR0d1cbGRm1vb9fJyUltbm7W7u5unZ6e1t7e3vRwdeecGEAcTLwmHvOawhfyvasUmnd2gFkzH4bPPPmdMvZNn86m89npWQeqfL3HpH6xGtr5JVZkurE4ptfgpGukF52eU6akh/P5Ng95MtLxEf0Bbfy5iUXNtDExou36rcHwxWAnySZ5x4Sro5trdnNVlbrejWe/NlpzN1enH+zXAaLQlmP2heRFB7IpY4Nsfrdd2BeTZtuxgeKi9pZ4YNdOoursA7tpebvG17saUdU7ss6ZjegySLFT4ANbbilPdwZApM/MmeDBhkXHRqCRYEwedHyjYs5ms3r48GGtra3V9vb2tEb2DQ05njdcSBfntoGM+GyAZFDA6xeBWTo3rzG89zw53gW8UZZD+WRObqZFmigXriGbBVKO6b+1tVXHx8d1cHBQu7u7tbOzUw8fPqydnZ26fv16bWxs1IMHD6rqsWPb2Niohw8f1tWrV6exuI/IojJ+1nRwcDCtvwv6BL5d2Z1yyevb1m8GyBxj8GTrnLCDLWXNcz7P9RvwOjDQTroA5AqAvxuId8dsL1wz19LpvT+5PvbrAI4DEeXv/p2t2rY8/igb9wOwGYOv+fv2dtbF/YmYHJgW/0++eE+hkQ9xQjECLpkvY1FfLB/y3oCFMaTzN7wt1/nFzs/xf9PGa+PHEm+c4HXxgjrDzzfT3hLghZ9UWr6y2wWHnBtlD4syHBpfF0AX0cpxzutjI0lGkteV+eph1XxA7J6E7+Zwpsh+DLhE5Zm/c1J0vOQRnUu3Qyb51xliNxaPU6Z2il1wYYCkcfmB7I53I0MnKDKI62TJdRNQkkYG87T19fVaXV2t/f39evDgwQRG1tbWamdnpx48eDDtzPro0aPp19NTncnvFu3v709VNzuYTjZdxcFyGvFt5KQDYhw0RhUTBqQuANreuRvwaHfcUZDifLzOt7FG4INjk2b3GR2LvY38TVdpsFyol37LiucZxM13gx4Hqk5HPYYBLa83wCQtCZ6drPk/d0FnQmY9Cg9GFSheM/LZOc5kinS7IuNkrgO/HQhY5F/TLz/ncfPmzTPgguDcLfKi3ftarjHHmJw4ybBtdPFxpCNulx68dMznuWR1zKisSGl2ZjR4jtllKswmMo+BVdXZ/Q26TJf/u8S2yNH4f2cwXdbP7JDOzc6JjmdjY2NyOIvQdOdAub8IaRhlCiNgaPBp551x/Upzmh2Aq2+Up3XKAYrrsR6YP6enT/aXcOChXOiASc/p6ePnW1ZWVuru3bu1vLxcW1tbtbq6Wru7u/X000/XG2+8UZubm5P+Z4+Qzc3NOjw8rJOTk3rjjTdqe3u7Hj16VNvb23M7SBtgMYAuLy9PlaAAAzrMTjdPT0+nB4nJH/PRjs/BvqsMOrFYlDxEzh5rUXDn+F3VlnpFHaRsHYgNgBdVYKkTvCbjZi1M1nLM/CQwcMBkguJg5cQg/TnHyF7IIwP4zoflfGRBf9UBJvtn3wKm/TgoVz150yrz8pmSrnrC+Q2GuwSY1zru0Oa7oG79NujMWNvb25O9259ZPlXzSQABZyfrjEGbIy8IdjqQYr34/8ALmoVLJscp7O/v19LS410YaaxUGjueMDoGZAGOnGfVfCbBY85s7YDSL40ZZpdVWYncOqeavq7IOLNigInTocEyE7IRmEdVTwzUQJBVnPQbOXLLmXT7Ienw0o7SNJInzh6y7tF+ExkrFY7OeO3sO4dg3ud6B8EAx6Ojo7pz5860/f/a2lo9fPiwtra2qqrqM5/5TG1tbdWNGzfq7t27tb29XSsrK3Xv3r1p35ebN2/Ww4cPJyBycnIyXZ+9ObyHi4Fb5LDotdmRXnfjWS4cw062A1h2vuTj0tLStKV87K6bm9eMZMm+WZsBRXS9o4W2Qfux3lsfvG6Dv/g0AumMwX2hPB6rqpQVg01n6866zYNF62ZS4eAeGrrbbqNkj9WULrn0NUxq7dfdDDy7KpH75rj13zpP0Oh+5mH6Wwd5vWOZdc2VGca5zi9Zz7lO8pZzd7oUehclFm5vCfBiJ8/P2WxW9+7dmx7UcnA0GqeChvFWjhyr6tF2F3yZIdhR8fYLg/Go3JfmDLZzfuzbZX8j2uPwwgdXWYjAaRzkvzM/ZgLsx30mbAAjWjvjptN1SZQVAq+Ta2B2QkcyMtSqs69QdwAwAM3BwgGUgdIOKzJ89OjR9JxKjt+7d6+effbZ+sIXvlBXrlypW7du1Ww2q62trSkQbGxs1LVr1yYQ/+DBg7py5UodHBzU6upq3bt3r9bW1urKlSv14MGDMxlb+ObAV3X2WarOCTtQdCA0vBhl7x7bumE5kafM5B347eSjO6yEOXO0PdA5syKYB+15LC2y6dZiMEbQQDDMV5tz3vrjt8oynoN9aORPQ3RBh7SQ77Y3nqNNEcTYl4aGRRVM0m//1wER8t/rsl276sP+odHJmHXOvpu0GWgaIHZjdLpmG7JejGxjpPNZn23DfPL/fgkm613kHy/S3jJvG1XNP0BIAJKyeRiY/6vmn8zvUHH6+NwipxkDoGHluN8YqpoHNml86ydr64CMUXuXDXSVg/TNm0YdX2mYXHPnAHica7ahcM2LnI6DpOclTelPvtJBGxgYIPAcv/MtCT6saSfstXscOgkH5RzzeszzrOXo6Ki2t7cn2T377LNVVfX000/XgwcPam1trW7cuDE5xqeeeqpOTh7/ZlEe6r1//349ePCgDg8P6/79+9OD1P/5P//n+r/+r/+rDg8Pp1evzXPzc2lpaS54cl1VT94OsiMkz6zX5B/56GsJUD0GdSq8MvjxutgIPCgj23POkRbKm3vekGcGGx14cesqt3x7hro6m82mvZusc/mNHgernHcFhPJzBcEySd88R8V5Otk4WJO3sWnrA/0caTavuls6nS9gs7357STPw8BMeVhfqKPhD+cb2Uanl/YrpMX6Sr7ZN4Uu223+OrumbNhIC192yHUX1XG2txR4CVOT4c5ms1pdXa2bN2/WzZs3p8254myS9XRZngNHnIJBTJqrM53Do2MzyOjeQOGtC1dmmI13ysSxu+NUWvLDtwl4jY2gK62HL3TqNuzMG3DAiknO8SFiV0n4aWeTeW1wXo95ZB1ytSnfw5+uimA94pwEx3bmkbmvz8ZrOb+xsTFtuX7//v165pln6rOf/Wz94i/+Yu3s7NTKykpdvXq1VldX6+DgoGazWb3yyiu1trZW165dm4BN6N/Z2ant7e1aWnr84O729nbt7OxMwM2Bjc2OjDzoAv3y8vLcsz4dYLBD7mRQNb/Lddc8tgNxN88I/DjIdWAu360PAT/xG7l1w/V3gJ2+h/pikMLASr4EuHC+qpoDFCOd7cB15jQ/HIg8nr/7/GgTtg6MEgyzj3WIOksfyyqN6bC8Or/pBC+8cjXNumKw3VV/fAutszmOFV3odI+VcuoTaTB9jnX0TyNgY7/X6QV1mjp+0XbpbxtVzd9fjtD4Cm6HXnMdGds9j0EEyuDITI6CoeKkufzM4xY4DY/G0VVUurImgVL6EwlznFFg4pq8Rj7/w2qEK1emh4CHt28I2ug87BDIO2eB5EvnSEbjmF72cTDymgjQMr9LvLzOukQHTTmGRwxuydT29vamLf+vX79eR0dH9fDhwzo8PKyqx28dZF+NPBuzvr5eL730Uj333HO1vb097bqb/tmZdGVlpd7+9rdPr0EfHBzU1tZWG1DpaNnIm27dzlINIHw7LXQRVFtG4ZPfIqIMM35uhVgvCNbjByhLJg7WLx+zzndVT+uaA/gIrBuom1cnJ082gqQfoc3FbvicVscvHuOPq3b20l1DPiwtLZ15K9I8yLoJULtxDVgyj+2P/pPgjXpkv0w/Gf44saAeGIh0gNqJIttI7rYNA+L0pS2RJj6n2fk8zm9b7Z6Jyv+dfRuYsL8BkCsy57VLX3mh8KLcVHAeq+of9OqeuWDw4HEqLYMLgymzBBojaWBVJa277eF7z50TT7Ny+xwrHKTD/e18cn5RQLfiUjaRAW+ZGZTR4fpzEfhM9cYVI4JPV9dMYxeEzUev130dUD2eHZ31LI0Gn+/ZpfTBgwe1srJSd+7cqYcPH9bu7m5tbm7W7/7dv3t6w2hlZaWuXLlSR0dHdevWrTo+Pq6nnnpqehg3gX5tbW16++fq1atV9fj5sDzAm4db7YTIVzYes/wJbHmd9cuAMP/7mYjYFSuhDnCunBC4dHJkRY1/pIPjRYe7453sXTnhZ6cbHWgkj03TbDarw8PD6e/4+MkGcbyFxAqY9dLBzkEnNLjZX3TVUoNQVzjomxiIKWf7XvK48/n0v5a9k0Hbof/PPDnn5ML2YF9L/vFRBfZnZaYDudEhxhwC7g5gGpza31LX7dc4d3cuNNmPdX59ZHeL2qUHL8x+8j+FWzUPcDoESkMbOWi/rpj+djBdoLQyVp11WKPWZSKmozNQG4/7OpNw5sJXFrmmUbme/LWzjRONI+W5GFzGDl9clVrkOOjUyPuMvbGxceZ2HMfq5OlAZFCUY3aoXSCi8WZdroB1Duv09HHm/ujRo3r11VdrbW1tunX0yiuv1L1792pvb69u3749ZYv37t2bHshN9rizszO9ZXRwcDDt+ZKHc09OTurKlSu1vr5e6+vrdXBwMLeejlfkPY9ljbYzB/nuj+Ckkzn1LLxxZkuHbp9gmXZ8p350zeCBn5GnZWhnTzBnwGDeUufMU1ekAliOj49rf39/7pmX3Eai3XsOyyq0cBfmka4blFqGbg50Hc8jayaX1LHwsbvV0yVFTJzSwlfO370lZuCYazuQlnOhw0ApdDC5clVyVKHa3d2dqq0GQNZ3H+N6Cbw5p0FYF9dIO31hVzGkfpm289qlBy++h1zVo0QrTBB95/iq6kxwiXIRaXaomgiaNORYl7X6f7cIvDNwK/novHnj//PpbGWUuRDtd4GM15BnHId84f17PujnuZjBpm/V/LbY+cz3V155Ze42YkezswUH5QAvA6eMSd3qAraBThcoDCxXVlbq8PBwqg6m9L+5uVlvf/vba3t7u1ZXV+vBgwe1tLRUe3t701tGq6urdf/+/aqqCZScnp7W3bt3a21tbdrcLuDy9PS0Hj16VKenj7P4DkAa8DpoO5ujPLjGkYNmRY5/o58wYOts3v2oR2x24h1wMuhxG2WWduoGNHz7ibrD6w0KPb6D6+HhYT148KB2d3fnKi4JyqzmdrrpMem7eJ19mStR7DsKWot8HwOux0qzno30LvQxWbOf64I6G/WacxlAdtd4vqzFCZLHTj/6GX53I587fXJffnpttKPRG6G0e4PZ5eXluYQ1Y50X79IuPXip6h+6pEAccKoW76JadfY5DjsRzptxRgG8y5hGjqqjZ5Sd8N78KPNI88PGpMOvuWY+om0/cU+Fzdo4voEggQp52JWE7ej4+yipBHktDLZG+9evXz/zjNLou7MPGql/GddBmo6fOsd+5N2iLCSAOdfkRxSTWR8fP/5JgGeeeaaOj49ra2urtra26vT08W8W3bt3rw4ODur09PHv/pycnNTh4WHduHGjlpaeVF12d3enCg2fcQnY4TqzFgJFyy4AwfbGddqeeJ46R+DQlaQNpgjAzUtn2KOM1YAsrauUjoCq+7Oi1FXmDGC6OReBHert8fHxdNvo8PDwzKaQXeAbAUnywvLqkh/aHtfH75TN2tra9Ltc5rWTRL51RFvi2AQJtEe/Jt4BOOs1qyRcb753t1rYqKP0mXnTi/N0wMb8y+f29natr6/X5ubmGbBDeWXeDqx3c9DGOkDoty27P4Mag73z6HC79A/sjl7nskOrmr/lkD45bqNzRsnzRrehY1G5mWP6u2lwUIvRxQhzS+e8e9EEPKGPhs8sxOvxOCzN0gHaafE7QVp+yiDrcPnWc9NwGBDIhxF/6cRSdvbYowzF4IsGmb1ayC9mVl3Z1PN2GWzW1gHf9Lly5cq0O+61a9emefN2yd27d+v09HTa12V5ebl2dnYmGunI9/f3p58HCF2z2az29vZqZ2en7t+/X29/+9vnKk3ki4NyZyvmZdd4PjrG/rYBgo8cy0OVts/R/HayBpIGAw7Y4aVvVXT2zPlGPsZA2zppXQoPaFsck1sfJHgxQPJtKz7UyQqmbbq7jWJazd/OPmO7mSu/uZXfR+sCuG01YxBUhBcMvvb79gP0/faB/uwq7BnDQNBBmz7LOtMlL50fYZ+METmlP198oF6YdupgB1ipk5mL4GsR7eRN5MG3tKi/F2mXvvKytLR05jW2qv5ee/rns8sa+D/nyBh2zswORq0zbmYSzKo6J5FP3+ZKs/Hk2IgmIn1XraJcLn8aDJJOOvquRJ7/mR1mLvKP2Q4rMuRd5mAFg3TRYFzl4Dq6gMFMiMDMhshblZ0R+9abgyRbF6xcqcrW/flZgKWlpTo4OKiTk5Pa29ubfrsoWdn6+nrdvn17+q2Xhw8fTvzN7YSjo6Pa3d2daE0WvLq6Ov1cQOhyICCPeNzfO1DIxnNdub9LPNw63lIuDha5JnrU2aZp6+i1H6Eud9dRP11h7HhsvhBwjWjIWqMLedaLc1ad3bfKVaJunR0fOC7p9Bsr0b3sr0Xf4/13OF50LXqZNXKOrtkeCUJWV1fnHljOvFX92zAGf17/ImCTZnBlQGxeWSepr9QX08S+ToYsx85eOrDU+UjGI/OZMqLfZIxbJDu2S195YSCzcVfNC8K3DpjBjBxPGpXPAdn9Mi8VIuib/brA12VjNPYuYLjqQ+fRgStWJvhjZvztFhq252QGQWW002NA4n13Vk868OQAxtKnkbxl190eMF2jjMPgwfLtHIAzazfPzzUaRLk5cGW82Ww2OfWlpaXa3NycMrH79+9Pt4/ynEz6p7Iym81qZ2endnd3p9tGu7u7tbGxMckzVZdRQKeeUsfIP661AyJdILb95Fgnx44G8jzno2v0E92cnGcRiMoctlOOzQc3aVMdL1gBZQWq6onPMj32X6y40O5ic53ddD7TNmAaTQsru7TBka+KrS0vL9f29nadnJyc+c0ojm3/7OBN2x01+xnO5QBsXxk66Oc6H9I19iGfWCWhrLwGV6dHAIP+zj9Y29kVn/8jnZSR4yRpyOcinjKJ7m7HXaRdevDSNQqKAYAZup2Ij9lQO+fBz07RFgU2/s/9FqjAVoqukuJAnfGskHTgDs7dfga5xo6UY4+UkYZBGjx+54g4bndryTzixoO8hcCxTTN5noBBOhxAnXU4o6FudTJ3sKIemseWD69fWlqqw8PD2tzcnNYQnm1vb9fBwcG0zocPH9bVq1fr/v379dRTT9Xh4WHNZrO6evVq7e7uTpWb69ev1+HhYW1sbNTGxkY9evSodnZ2hjSNZMpsy6DLgdDXZ20Gcx2QOU8ubh0w7cY1GEozSKGOeE7Ly4kVbayTb0cvzzMgdGBtbW1tei4qdHqn29iDgUHm4XMxBjW0GfLPsqSOs9rqWxt+noT/5zazZcIAy/msC5ZhV3GlPyQdaeFVaE6fyHVRIPZto84XjSrj5FtXyWbFJX6PyTHlZn/LdXZ+ij7YFW3b0HmxrZu7i7uj9pa4bZRPM9WOwAzsHCuFZ0b7HK/JX+eInPnZqdtJWIFyrmr+lg8DZz67Ul6O51YM6bDj4C2PLpuh8XruGFDHQ5Z9mU12QYy86wzYzuP09EmVoXP0nbEtMjAHjq5CMrr15CpgB2DCA9LagaGOplRV8jpznoPJPh95LXp7e3sKaCm7n5yc1N27d6dfBc/aZrNZra+vTw94bmxsnHGUIwASOgneqNd0wp2jOz198sozn12xvjMbXOQ8CU5IE/WRcxucOCgmyPqc9YC08nryowt61BPyd+QXuF4GLupVbh2ur69Pt44IXPLwO/UrdI6StsxF0EFQZlBDGbn54dv8ZQ2pxqRvZ6OjwJ8H2kdgO2MzPlCWoSHXUKaunNPXdgCOzb6u0xu+bdnpKmPM8vJyra+vt0lfmv2MAXPHI4/h+Tu+cFzqAn3+b6Vd+spLnIKFWHW2TM9gnfN0gCOnx3E6JY0Bm67ReKNAQIPqkH0MhqiY2YPXVzX/lhH5cF7mcJ7CuTLCNXWlXvOO57K2LhPkHHTyMWRWrbo58knHnDG7vXO6jI40+oE49jP/uwqY6XIzKCZwID/yNtDm5mbt7e1NFajXXnutlpeX68qVK7W6uloPHz6sz3zmM5Mz2dzcrAcPHtTm5ub04G5+5HF3d7euXr06PVhtOVieDDx0uPmfAIg66OpSF5w4r48bdJycnEyZuvlLvejGYEDodLDTo6r526muNFre1BHrHdfXBfqqsw9hOrARLPBc9yCz+ZlPAhJXKRmYfAsgfBj5O4MS+ioDEP5AbcYZVXkY6MnftbW19nk5V5pYpSVvSBN9XOTG8Tqbp0zSz8c4tvt0/qLzpbk++/cQ/OQa6lwX5wyOyWfS6GvY37EtPtYAclEMHbVLD17S7FzTHDT4NL2Doo2JwdhzWaEcyHK90baF6UZn22VA7EdldpAlSmamw9Jit2Yad1qcFsu6drr5n+VVjukqE3nbVZc4t/lK55ax/ZaE5/EcPGfgM+I1DZUyosMZBVvy38CH/SwHyoh8rHry21A7OzvTs0vXr1+v3d3dOVBx8+bN6feO1tbWpk2ukpXv7e1N/IvzN01OBJyd0slbjuRbt0UB9dYgIuMY5Jsm0tHx0M7WY44cOefnOcqSesj+vD1isJR+BNVdcDEwGulmp7scj2CfLfRRtqNAxrU5WSFfO3lyjMiB51mx7QCMwTRb7D9j2B9zbRzDCZwBKYGdgW18YkcL7dXnM97I33Ad1l/u97S09Pih/f39/ap68to5/ZR50MWsrJ+3Es3rkc7xO/W4SyitExdplx68kBmuRtDJ5nzV2bJgjJ+Bxcx2RYQGyaBuw+4ADI93ysGxFgEyG3M3XhRqNpu1+0yc1+w8ma3YGYYXXj+DltfloMO1dMCGa6Qc+ZcsZLQlvB0qz1MfOJ8DKul1QLReWSYGmawidI4l1+Q8qy/Z04PgIfu68HeK8v/R0VGtrq7W1tZWHR0d1d7eXi0vL9fGxsbk/Mj/Th9IS14/5XG2LrhalzsgYRBiegz0LDP3dbCiDjNjpX7Q1ju5dAC+A1DUGQOW8JTjudrgT/sD60bVE2CVH/cMLZk3ryyHLwZmlqGDfge0OL9lYEBCGTCh4nUECJ0P7QCOKwEjUFR1NmC7qsbAzhcOAl7Mo8xh/9yBVvsc+xNeH55w/oODgynpcAWpi1OMiaSRfGT84rz2rV43+2dDuu4NYK7pIu3Sg5eqJxUVNjudNO9ZYEPIeA5CMQiWTmmsuY7XLnI0RrdGqx2tpNfzdKDEDolGZUfi6zi3FZTHGHy9j0HGN2103nbU7ON12HhsZKFhlBF1IId0uipikNPx3zLneOlnWeW45ZIWPXPfzEc619fXpwcbq2p6/XljY2PuRxfzOnWed4nDy08JnJ4+2biLvOyCFt8UI9+69TIIdLoYXtFOHNzpdMkj8tlVMf7voGGZkrfUF1dKGcwIVskDggeDe4/fzZvxs59QxugqUQz2BkzhX9Zg/2JA0snHr7WS1pzv/CLH57FOxpGdQWXm8PNxThC5xs5euCYnLp0OkR7+72tcQeySkzT7AvODdtXFIwLsAK78/ENsPUkEddbfrc+2DcuKvFgkO7/F2/m5Lhae1y79A7tV81n6CCzkO6+xM7BxdmDADjRo04biSkM3b/7vgEvV/NsKnnvkhPk/QQc3h+qcaAdmTE/OO6hbqTsedgCIPOX57vgIJOR8AnJHh4NWrqPMvf7OKTKAcd0GH8y0KL8OsJhXdrCUvc/l/Orqaq2trU2/Ip1nByiztbW12trams7zlkZ2MM54vm3kwEMHZVCR+UzvyMlbPyg7yt2N83d8oUw7vtsuTadlSt1yYMmnwSxp561b8o9Ag/rKsUdBdqQPOR6b8HzmG3lg2fCarP309HRu12vrR+ig/dAOukrHqGVO0uOqR7L8kb/KnL6Oem95kqa8xUUfaj6d18wL+pmMw8oc1xyeR4dCdyqm2f8pzfIl+LKO2w+SBxyv6uxPsYRu8iGgm89bERS9mfaWqbxQIMx+coyBhwyno2UgM9ruHGP6+3ZM5gotVL7OYD1P5wiokK7a2NHYGWb7d1dARq/tGXmTl0bdOWagwDV2AYFG3wGFUeAjT8kfBtEOCHXAh7KyHMh3y9G0Wz/MB6/NfDQYNKiyTnAdpGljY6P29/enDM7OjbrhfVzMb9qOg6UBiwOv1+NXYmMzdOCch+P6NgD13xWHkay7oM22KDNOZmnd7GjjOfMtb14Y3HfB3zS4wslj1h/ynbzPOkm3A571u9MP0kf+WA70eeSP15LxOv9EHuW8QSflx/WTLx1Ay0PpTO7sD8lv+xSvx/bpdXQVZoNVy508rpp/8yqb7fHX4flWXOc/DSQSt6xLrPTZrxNk8VmgnPdr+aOq2EXapQcvdrh26u7XKXTVkxKl++dcN5+V2kGVij1Cs7y+Ay5xDHT0dih2KmwZ25tUZez0oZMxveQLwQyBWB4YJa86ozfwMk38vzvmYGFH7uvpgCjPjOMqTdXZqlknH77RQGP3p51a1j3SBwMTZ/R0HAbIKysr07b/fGXx9PS0Dg8Pz/Crk4MB0yK5dPp2kYoLgxEdYqfLHaCgTHKOtzg6OXdrcJDuzjMAs0Se/tadDlSQZuoS9cLVUgahrIcB1XPQF3BOBiyO4QoX+9F3Uv6sEOf5KAcmA1cmOCcn828HRgcyL22CW/mTBiYRrtAZ6MVven2pWvAa+gK284JtV+33+awnjUHeaySd9Psdf/LHRJuNvoFv4kWP2Yd+PX0oV66Rt40DqCjzjjejeLqoXXrwMnKQdoYODnZsBjce087Giu+sxnP6rZnMcXJycmZXRNKTa7rqAMFD9wQ7vyfTyAZnadzfxRUV9umyDjoG88qyMZLP9Vyb+dM5BAMD0utqh0vADmRdVtXdtzcg41rDO45H8Me1WSbdmx/dZxfUHRg4Hp17SvvkgYFwd6yb36Xu6JyfFbKsfMxyZwBK62RqR8j5aAOL9KdbY1d9dP88+JpbCOxvMOPxDdRGdk3aKV8HBssnxzheAEpepeXvHRHcEhAzw3cSZjuxDDufSppdFV0EGphUeY3WkY5PnQ+3vpycnEx7JtnGXSUJMPbblvlkpdNxhPLg3JShk9MkglwT+U/6vB0Dx+liDvsRhIQePj9HeTtukv/+7nV2YOgi7dKDFzv1zoAMYrrSY1UvgNF4HfhJfwqZ2XPOU3kXgRKicNPkrDVzOlimP5Wyc9IxoDi2XO+sLTR3gCrXdxlq1pLyOWn32jogNgIRdBzOVMNrGif5ZGdmGTsQOTB6/eENx3RQoiPNH29LcA0G4JSpedIBzpOTx78kvbLyeOMyrr8DCgQWdDp0xOafZUgds0260d4sn5G9deCK9PrPdk7+myaeM2jimyldFZNy6oC66WEQJz9iN8yUO7o6fjCYJtvO2x8OqF3QprxzjfnArfw7u+poHMmQoLtLjgzszNPu7VDqLccIfzl2riUoGQFEJnnkd753YJB0B5CwUkG/TTvOcVa3CUb4MLhjkXWP9JEH9qWdvyNd1pelpSe/KWi5WBc6oHuRdunBCxkfZeocoYNI1TwCJII0KLGBc14aYreHRefgrWBWDG8E1YENrm3kzHk+b5W4L9fEjJ0AheVXVzRosD7ueZyFmc7OEZuPlFHHjzQ+Y5DMswuIvJ68WHQ81TLO2QVnr9kOxQCocz6kt6PLwZM8Ozw8nPZ2yXMvzqyYEWc80mA9IrBypkna/AaSZetGeeQZLZ83rR04YKLQAcFRmT9BLAGMtpDG4wx0psW2xVt4HCt904cP9VrfvG7aQq5x0pNqKwNJzlOm3nHXukRaIhfrP/nKzy7jNoCj/4hedfzJfHwrzvKPfLwPi7cT6GyQOu19rihb8pIVP4Ih8iBzc2ffjm+s6GRPF8cIrsXrNjBxfEg/V9/sS6hPnY/MWOFD50szfsbhmi/aLj14YRsFczu5fMahjQBCxrCxjwQaQeaH8KKo3e0VByrOT6BAI+iMlWvItQ5AVEoaltfn8dmXhpV5aLDOWMxvBhCe64LwItkZMHCNDKrkOXegdGAbNfLVwc4ZRBeMzePuuNdJ+kND+vMNIjs0z8O18ZVbB3jzr6qmzeuoW6Y1WX0nU/ft5NoFizTSZ7q7ebpAa900PZQrbZs26nk3NzenqkaX8XeydWDietJ8eyD8Je05ZiDQgZLoOcEA1zbiTbce05GA1NFnObO6wOPkE68hX7hhYvg/m82m+Zko8f/uAWTSYh9Fm+tkwT2MLKP8z0qJA7TXRLoNRPkGIPls/2lZZd2dn2S84pjkj2NPZwMct5Ohq3WkgX8e47x26cFLmEEkTAMdMb9zylSIkcPsnP7p6elccEmGS2OxsS8KbHF0fHDLYMSgheN0+8Owj5U7jeVbZ740UGZGdtBcB9fKuXIPOWCK5ce0UVabc6NA31V3wst80km40tZVSCwbrmdkjAYYnIcOc7Qu0tBV6ly9Ig/Cz/zatLNb8tr84jNRBhx20Dxu3ea1DlYdYDMfud0/6XOAoa2P2unpfCWoCzRcr+0jf67GWP4GLueBrw5AdUGgo6/7TtozfpdU0FZ5O4T71zDpMr1LS2ef1+IzIZ6H+t8F8DTzgvb8yiuv1NraWt2+fXsKxF3gpF8gT/lGTnxO+OS9uwKcsubu1n2qWn4FPp9dhY/8pA8K4CQ4s1+nvzAQy7rM987PWMcIiMjDLn52vLb8On848rXntUsPXqrO3pu106h6gu67AGHnYeeaMb1pFw3/8PCwXn755bp582bt7OycEZYrImymhZUgCprOzg67K19m7Jwnv+wcrVR0JM6OPW6+s+TptdghjWRFwzR/DBgpIzpKGlHk5LE5jmVOHvAz57uAuchwPR//95y5huDUDoTzGbhUPQGHlnmaAxeDq3nS8aezlW4eg7UODKafX4XlLwpzzaSJvGMGThr9QKNBJZt524E0NvuU8JbBx9eZ1x4jx7KekV5xLIOg8IN8pC3nloSDrQMhed9tFmcfRV01n+1noqMZb2VlZe71fe4hs7q6WteuXZt02okK33Q0v2gf5if5Qloc/LkHEm2nq7qQF5wjY4b/5BXt1GCj87Oj9dlvUgaUhYGH9ZPfO3+cRpryv/Ww8522o1G79OAlSpHvdvxV8/cpyVSid/aj8sag8jswVCCO1+1TQOdrA841DAoGEHZ8I6Xrbm3wfHdNF6Q75e8Um1klS/8OaJSFwccIKHF802oj7PqaR8vLy3MPCbsUSydOeliR6IK0eTii0zynPpB3PNYFVetV5/BIZ1d9NDCwQ+T3ZKd+KNA66SyXIIJldwMHBsAEqJFjM3ijE7TNGPDwvG+98PoO+Ke/36ZyIDYPU3mlrEwD9bezj07X07/b0sGBLdeHr6kEjwAG5dEFYcvB/pXnWQE0bbku/A5drDLHNwfQnJyc1JUrV+aqNpzXrx17bcvLy3NVPOuFXwHv/DNBIOnksdyizfX2LbZr38ZmY4XY8+V/g/JRFZk66uO06w4s24eTp+SjKziOdyPfv6hdevDCbLtzZsxgquqMcHOMga0bywJPyTAKtrGxUc8//3ytra1NvyXTbd6UazNXjO7w8HDuAS2DAf5vJz8qM3Zv/HSgheOEp1RqGqidJa/zE/ddcB8BkhHw6rJmg8juqXuOO3LsBjodT8yLHOsAxWiMzlgtC762SDDN+XytX93kXCNAlwc5uSup6ekAh/m6SP+6oJ5+F9GJ0WfGpy1eRI8Mjn2O/PJcma/T26WlJ7cv8pyb5Wd58Hm4EU9pPyOA0K2DlYgAgoBV2iiBOa8bgW3O0/GAa/Dr6lw7r+0eRjV4S0J4cvL4rTn7TPvFkc0HDPGTa+KY1t3wLvKgnVIHKKvw2XxLy9je58a8GFXeOr/M61nVcvxhP8q78y/0MwbwXVzpqquhgw8ZX7RdevCSe5idAlf1r2x2CkFlYNbaPQyVcTMmr8nvyUSReT81Tr57yptAg07bWRrppeKmdJrr/bYHx1n0v0GA1+3v5F3W0mX9HQjrAgrHZFnWVS42Oz3S5HWN1kBZGoARrNA5OPtnkMz/oYM6QYeVeeLMme056+XYvK3SOZSAV9tGskM6HN7q4Bzmk+2HfXitX8u0HAy+ozMGv147ATnH5zhsBhEd0LHO2AFHzuf1DXCxfjHoJfsnz7vAZLAV3vJWRgds+D3BIq9KuzptHngc6ozBRxfE8sk3xUgjM3OOFTA1m83mnrlJ5YVvrHQ+nnKlDpo33pTN4IpjxwZDU+QW28n3znctAmTRR37ad1oPLFd/0j9aXvw/13hM+zavhfONQC6bfVDGGQGxRe3SgxcHWZ+r6p0a75/mGK8zgEnrAjvPVc1XC7hJ2KJbIQ4GocmOytmsDSQAajab1ebm5vANGwYvBg2vh8E7Y9BJM/B1tDjo8jPXd6CyMzSOZWNlI6+8F0FnoJaraUsAMM8tEzpP8onBnQ/kORCGDvOb+sj50ghQWP5lhke+8DqOR3lTZpxv9GuxztwsSztW65BBjW3B8mdA4Nq5cV73MCVbB6CoW5w3tHD+RQEwPGHA5qvqi9aV493r5uZxB+C8k6xvF40yYNpyB3YWbXpGnhiwUFbWQe+b4gQtYy6qIhPUZcz0cUXFzy1S36Mv+R7/mzlyTZ4Zyhqjd9TfjsdddcPypG50lUvGEp8zbzmeY0nnpyh76hpfrqAe8X/7C+uH48hFWv+kzSVtFpZbp+xddhsljkJSqTkP74/SQJ2R0QCYLdipdACCiuqg6upPgFIcZErUHIvOwLyh8VF57VDcWEmys7XDtSzYt8tCRsbcBRVWtcK3VOY8v+mkXEg757lIxSefzNjJO1dWrFPUm6yHcjbPKJvoKv+3vA2SOBeDLWnhA4YGmgYZXot5w++knaDDfTk+dYR8yB+BEL9bbgysDgQcr6vEVNVka66imhf2Rx1Q85ymiXpP++M1Xlf8UJfs0J/YtjoQluPpZ9lzfPOLNLGRL5H9yGdTV1nJsi6ETtqX6eD3nOeeOEdHR1Pylz5ra2tzP84YW2FcYODugHx44K0qyGdfz4DPcfgAMXnJ+cw/8pD/R58zl+mx/+L19vudP2Z7M8Cl6i1Qeak6W5aumje2ruxZNa/EHZLNOBmfpUIqC7NJZ7NVVevr65PikgY7iIxnOuzMuuBHp7O+vl6z2ay2trbmMnfPSRTO8QwO+D39WPpmM2rnWky/nZzBj43B9NBR2uHamNy6dR4cHEyy6ozY8rc8yUfSFoflLJABppNxqmJcg9dOvXNQ4hoMdKmznH/Ex5EuWA4+nmviKB1YuqDfyc0AcpHudvI3sCEPuluAnIM0dCCJ59jsUxyMukaZd76AmTGBzvLyk713uld76R87/TD9nUyzpgRuB7vO5ggQeDz9Q3PkkONMrpzUdIGRc6WfK2mMBScnJ9NtIdIeILO8vDx3myiJKnlPGY18YgdS0p9z20Zo35EV/8xz6oNtlDwhHzsaac8d6F8EQke+wDo20n23Sw9eRijb6M9GNWKyA4jRp8fPJ1+bpmJ1Tpp08Lidh4OJlbQL4Kenp9MPdmW80OayX1dmXERf/uctjbQOyHSG1PUJ3/iDaZyvQ/Z0Igzonjvf7bxIT87lQVa/JdPxhIGfdLCcHGdoAOHxuB7K2+vu9Jr6T3lavzs96QIuzzEwO0gbaNoOGSy5g2sHDBlgzO9OH/gmD4/bCXOczrFaH7gGghyP4blzbQd0XKr3NdRL+5IuABk0UDcyP21/xL+lpSd7mdi3+H/rGtdm2dln5n8/ZL9Izn6O0XNbtqGFlYBUze3rMg73aQkfyJdUWPIsmkE+eZnmh2Q5V2jt3nC1fLqWfgSvjg283rfH2AiCck0X00Z204EV2nHnFzpdPq+96dtGH/3oR+tbv/Vb6/nnn6+lpaX6yZ/8ybnzp6en9X3f93313HPP1dbWVr344ov1a7/2a3N97ty5U+9///vr2rVrdePGjfqO7/iOevjw4VyfT37yk/UH/sAfqM3NzXrHO95RP/ADP/CmF8fGIFLVO77Q789OYawMLLt3CHJUcqNi8FaAHUWnwJ3gR4HdvGD5OMbc3Zfl9QZSXfBkf4MfAxhnp1yrnQDLuFV1xvmMQEwXpCgngpzQ11VsVlZWant7u8167axzvCv9M5vjWx5et4FLB1o6eRug0Tk7kBlUuOxrZ8x126kyg7ZzJj2WEysJripw3Z3j5PnQsLq6Ov2isStG5usI+LEv5UpaCPjNmy77tm52t3r4fIdl3NHFftQ3VvIYrLmGlZXHv2fFW9uWfQdazHPTyrVlTbYDBz+OT/sjraxcpOW3mVihdLC0fo78KR8BODg4qMPDw7lqJWkJPfm+tPT4OcL9/f3a29ur/f39uVtLGZd/+/v7Z8BQ+JWKDtfaVdbJT/Y7Ojo685MOXIP5nuuiQ67Cct6RrNw6eg2K7CdGfmPU3jR4efToUf2u3/W76u/8nb/Tnv+BH/iB+vCHP1w/8iM/Uh//+MdrZ2envumbvqn29/enPu9///vrP/7H/1g//dM/Xf/iX/yL+uhHP1of+MAHpvP379+vP/SH/lB96Zd+aX3iE5+o//V//V/rr/yVv1I/+qM/+mbJnVp324cGymYjdZAPk6m8UdAuaHUBtivdjgyczsDKlHm7MbryJM/ztUgHg87pd3zyMf7PW2vhNwOIHaTHoow4dgzG+1nk08bhoGXQQh53oMlGG/3gvCw3RyZd0Kp67HRZEiYfyGuCWc5D/nCejged3BnQzO80ZnA8Rr0zCK6a/wXtzmnStrodVx18RoAgunt8fFyPHj2qBw8ezG1B4Apn1rcoMBPA0kFbzgRZo0BuvlvfDJp8u4j63dleFwCsGzlu8JWt5m3XoSPPcERGHYAhDZzT6+uqc9HZLlBSv8jTjGEZxZYYRPkGUOfXHBxns9kEPJJcrKysTHxIdWVjY2Pu+ZbMl+dg9vb26uHDh/XgwYO6d+9evfHGG3X37t164403pr/XX3+97ty5U3fv3q1Hjx7VwcFBnZ6ezj3kSxnz7T/7UOq341r4YPmYn05YbPOUO4/ZH3XPfdrn0Kd1vmr0YsiovenbRn/4D//h+sN/+A+3505PT+uHfuiH6i//5b9c3/Zt31ZVVf/oH/2jevbZZ+snf/In633ve1/98i//cn3kIx+pn/u5n6uv+7qvq6qqH/7hH65v+ZZvqb/9t/92Pf/88/XjP/7jdXh4WP/gH/yDWl9fr3e/+931C7/wC/WDP/iDcyDnoo0Os6qvTlTNAxxn9XRYLv92ZbM4Vh/PJ79TmVwStiBdEuZYnI9OJoHKDtNr9+vYnfLxfxuPwYWb+eZxTbP7GgxlXXRODgAGTszGE/y7h0BPT0/bjdE62YUuzuOgbwDT3XoILX5oLwbPoErHQ1qsj74uzYHdOnWeA4t+Z/2dfpinnId8MXDwOJ2NhSez2azu3LlTe3t7de3atbp9+3ZtbGxMsrPDTqDwWJSDed8FvoODg/anErgJX2fjBlIuo+fT/sf8zJh8O839rS88Tv4zwJPekf+iXkQPXNnosuqjo6NaW1s7kzBZnzvb7Ppno0SuhzrESo2BEX9Nmw+DB7RY3gZ6oe/w8HCab2NjY87fMNElT2az2XQbfHd3t2az2QSSGGf8OZKB5Rad8M+q2MYJENl462qU5Fl3KTvOR52sqjkw3MXhUezo2hf1mZeXXnqpXn755XrxxRenY9evX6/3vve99bGPfaze97731cc+9rG6cePGBFyqql588cVaXl6uj3/84/Xt3/7t9bGPfaz+4B/8g7W+vj71+aZv+qb6W3/rb9X/3d71x3Z1VfHz/fbLtz/40UKRlg661UlgClMEwW6oWWhkkzini2aIs+qyZQoRnNlgLswsihCXaDajTE3c/hCHLtmmLnOKBYckrEClbN0cYwEHmRSirBRG229Lj3+Q8/p5n55XttnS9dv7SZp+v+/dd++5n3vuOeeed9/7vvHGGzJx4sR+bXd1dUlXV1f0vb29PfqMaWk2BDzwSQYHV5aeg8IB45Udnjd4gYBNJLvPygOM17HBxXPshMzAMNCR83dPuawNz8kwn/zdrsHxYJ5xDLxIH+vGl0pZ/Rj8GJI2QeM7I7zxwHZNFu8JLFxxcJCAhhWvwXb5F5LR4Hm3RXgckVfmkZ0WHzc95v0DScEIGlb+zEAesC1cCKDcyAsaRC87ikZOVaWjo0NOnTolBQUFMn78+MhuDDSf0WFiOXQ2bOCxrkwmEz2tx/qKZT2gc+O3rnptcgDI/POmbdYJvAWB9TP/HLxz+0l94qdKuH4LDLA+z+6ibTFwYIfy8txV1X7vs7JMis1T77UWdqvRjlkZfBwaM1F2Due+ZWSy2WzEMQewFsDZuZ6eHsnlcrFbycYn3ibDrIzt+8MAzbP79t3THfzO+o7X4DxD3cLznu57vsnaxfnmzUeU6UIY1OCltbVVREQqKipixysqKqJzra2tMmXKlLgQmYxMmjQpVqampqZfHXbOC142bNgg9913X7/jaPy81VtSIGJE46Da9V46FweZo1VrC1chaFC8AAeVHsHGhNu3tkT6Nu9hHwcyqknZKTY4bPTY4GBfWYHZeGA9BnZ0SUYZ/6OxYIORFNTxJGdDanVwEMFGwTPuzEkS7zyReVKzsUDngIEaG3lv/JIcLDsB5g1lQo7tON6isfJ8LY+7xz//WCln0fDPkMlkZNy4cSIisfcW2Z6DdDrdbwWK9gC/My88lxGon1gGM2roYDHYSlqd8liiLKxrKIcX7LA9wtU0O3+eU16WD52c4ULvJEIO7ZwHnHc8R5lfLM+bZVFuCw67u7tjjzVjYGM22DYwW/34qn/WEdxgb31Kp9NR1kW1b2sB6rK1V1JSEpMvl8tF+1PsBaaYTba9SfagAPOC48k67GWgsC+sf95iAseFx8+zD1gP12XnvOuS/N1AyJunje6++2654447ou/t7e0yffr0fpOfHRcGEPzSJ4R3Pw6dAhqCJKeM8AY8nU5Hkbtdz/LgqsaT15MPv7PcnozYn4EcM8vkOQCU1erDNLfJZ7dL8Do2sp4Bw7a8INRzHnieecFJi2OLmR183B2NtpXnd3vweHLmiWVjI+HpLgfI7BSZQ6yH+4x1YP2cduf/GOwazPDyWKERNSeA/cQ+4XnjmwNa4ymTyUh5ebmMGzculnq380mBIRr+pCwqyoYcegsVdrheoCXS99Qc7tnBdtme4FgxkA8ct1QqFXuqDfWru7s7cop2HrlBfrFPrAfIJfbZztm+E8wiMNhueLaOFywoO+ofjju++daO4aZY5NUyICLxt5BboMAPT9ivmZu9wuDY2kul+n6TiedpLpeL9SGTyUg2m5WCgvO/02QBjMlle3os8DIfYW1ms9lojJFDnDes22wvPRtnQRgGnp69xbY9241c45gn+Re0GxfCoAYvlZWVInL+58mnTp0aHT9+/Lh86EMfisqcOHEidl1PT4+cPHkyur6yslKOHz8eK2PfrQyjsLBQCgsL+x1H44KDwwbBM/BJqwm7F4tGCw0EZwC4fS5nbaC8JlOSQqDx4ZUzOgg0PHYMjVISX14Axo7Xyic9umkT3cp4BjkpuEQn6N3GYB55TFlub/WAxjHJwaNBR07tep6kdk8/qU42ELxKtUAP6+D+sY54KWr7fyHHgLJg0MLzxHPoGEizs7Yx95wxy2b1s0xJZUX6VscFBQVSVFQU26eAr7xHObH/HLCxk7FbOmwPvOCQA1icb/bDrRa0WDkOnNipeJzjMdQfvNVo+ucFbegEUadZN9CeMX8IdEQos93yNj1GXWDZEHwcy3Jgh7fVTf8tk4FztKioKBbMWb8xE4Pc2BwQib851v7z00A4b/AJH9Q9q49vD2OQYHzZu7dUNcrKYDAjcj44s83D1j5u9rUgqaenJ1oMG3cYjPE48hzzFlE4RtYf7CuOCXKJ89u+cztJepaEQX3Dbk1NjVRWVkpDQ0N0rL29XRobG6W2tlZERGpra6WtrU2ampqiMtu2bZPe3l5ZuHBhVGbHjh2RERIR2bp1q8ycOdO9ZTQQeGLy44hIGBKOBhOP2XeOatFgecERKik7FfxLkpudKoJXJkkBFDsZz8gNlPLj9lgeVnZzxLjSwCAO+UDj7QVXXnrUm1zoCNBRc/CEjoPrxz6hcbR6RCQ2/laHGWue5OzYrT3744nMWT5eIWE/kwIX5sQLFDgFnqSznt5aeTRkaLyNDyzH/bA2rIw377AsZxhsZcr7CDht740DjhnyhA6XAxxvTmIgwul5XP3jfjxebOAY8SLJc/T23a4xhzpmzJiYTnF/kWOUgeeMZ0eMKxwj/MOAwP7jrQ7uL+sb2mK0T6znyJ/q+UxSLpeLnLXpYCaTkcLCwihLYWOVzWaluLhYSkpKpLi4WIqKiqJylrnDfUgYmNmYoKwWmOVyuVifUCfQR+DCBN943tHRIR0dHbG5VlRUFMlYXFwc3Zrq6uqS06dPy5kzZ6Srqyv2Ij9r780334z20/CeKG9OoD5h/1DXrF84FgYOgDhoYRvEPgjLePszPbztzMuZM2fk1Vdfjb4fPnxYmpubZdKkSVJdXS2rV6+W73//+zJjxgypqamRdevWSVVVldxwww0iInLFFVfItddeK7feeqs89NBD0t3dLStXrpSbbrpJqqqqRETki1/8otx3331yyy23yJo1a6SlpUUeeOAB+fGPf/x2xRWR5BS5Z4jRgGB2BQ2VSP/bTGxgELwSt/q8zWPcBgPbQxksjYmrdE8Bk/qObbNx8er0uPX67HFh5XFS4ao7lUr1W6V613vGDL/bMW+1wc7I4wWDPbzWVv0sG09C5A7l83j0ZLJjWBcHQl6whvKYk2d++TaelWcO8TyvpvAaHAvPEWHdPBbYX+ZDJP7bTAgMPi3QQs68gJUdKH5Gw8lzwY7heeun3bLw5pTdDrD9IWxTMPthTpfnNsvIuspBiTlGvBXLXBm4fa7XmxdWB+oI6yMGgCLxX3o3/hDeqt1kEOm7pWMBi7WFr8JPpc4/8ZNKpWIZKBwzfK8NBu/25mzUA5TdjjEP3mKPdcbTNQzIkRvMGloZCwCz2Wz0jhjc6Gs6xn6qp6dHxo4dGwVjbJuS5iE+8Yg2zgs20aYwJ8iF99mz18bHW8HbDl727t0r11xzTfTd9pnU19fLI488InfddZe8+eabctttt0lbW5ssWrRInnnmmdhjhZs3b5aVK1fK4sWLJZ1Oy4033igPPvhgdL60tFT+8pe/yIoVK2TevHkyefJkuffee9/RY9Ii/Tco4eRKuuXhGVOReGoY0/psuPg8Kw0PGNaJCoVy80rMS8lx0IJy4KrIjIA9mYG88K0l4yoprcf7DKxPHrgcruTQgGKdnnNGQ8sOnycHy+KlLpPqQX69IAidOeoBBhroINi4oWPBfqIhx+MYDHHqG4FyiMSfCOG+22cMyvA4G2A0TtY35IYdHj/OjnXzmGK/rA4v82Rt2GpbRKLbxjgHOKCxz6jPnj54Y2H/7ZFfDkCQe6sLfw3cW8Rgu97eHi6L9aO8+LgvB25JDhTtEM8dli8p+LFzKFMSb/iHfcPreA5Z/ezQOHDEjBnrIwYBeC1mLbFPlsnAOWx8sE0w7kX6Frs8P5MWfjY2vMi08UP9tHZtg3oul5POzs5YP6x9u1WfzWals7Ozn7+xOvG2rgXL9vK8sWPH9pPRs32sG3yO9Yi55uPe+SSk9K2WHGFob2+X0tJSWbt2rYwdOzZGPBtBO5Y0KUX6OwNvcPA6L1XGDsBWWZxutvNekJNkFKx+fr8FrzwNdj1G/Z5jQYfpBTBo/JIe42VHwdE1O3zkEHn0DJjVyQGqnWej7DkM3mNidaLBGSig8PrsGeZ0Oh2904HHlANL5JT5QXmwDeQCDajXbzRenv5yQInnWS9x7K0v6Ni97IfnjL1g3M7jfECZ8VZBYWFhvyAH9cHmnMnr6TmXx/0hzPuFgmCUEznBtiyjgOBglnljR89zlDOwLEuSo0nqF55PclQYxBp3GITxWKJ86DzRTmDGxG5fIj8Y2KbT8afKcIEm0hdEom0Uie9DGYirJKdr/9HOcRCDm6RZV9hmem3zHLXAGZ+kMjtWUFAQvXvG5oy9lND4Mntn44S8nj17Vjo7O6W0tLTfWOM4e77A06EkneP+WtA1ZswY6ejokPvvv19OnTolEyZMcK8TyaOnjQYCkuqRySlv/Nzb2ytnzpyRc+fORfce2VjzwHiBA8vhncPPXgDEKwCvX5ya5WjWCxTsmKULUT68Pilw4QwJrzwwWDEjlUr17chn/jjFzI+mexOIV4ZJDpLHADMS1i731+OfDSiu8FEGbhsNGHKMPGM5HCPUCQyuUF+4Pb7OZDIHx/pgMnm3XHA82Jni+GB5HgPmxhs3jxuWw+S1BQBnxawuzlbadblcLnJ43Aa2642N9QU58sYbj7NOZjIZ6ezsjMYB94ZwOzgXOKhBTswBcCYIr+fjXuYF5xhex/OddYevQ53CgMubazhW7NRRd7GM/eEc9jhEWZLe+4T9Qn3izEzSZy/L5ekut4s2l+XCscWxsEyjBSsoP2ZiVTXaa2XnLODJZrORzBhwjh8/Plrsc8YF5UKuPDvF2SieE1Y/8mU6kRToMAZ1w+67FZ5x5ZUQOygjsaurS8rLy+XKK6/sZ0RwZcNt4WfPqXL7Vh/Kxql2/MwGxD57xivJMHO68kJPIplsBlxBWftelgXbtHY8h2ucY0YAVww4Lpjyxf6jbEljy5PdzrHz40ln12Cwx3UjR7y694wZp8TR2LPeYoqY67b6PEeVZECRU+QeV7lexoEdlPWZA0bkwvjAPrJBY1mxXgTPQ++pIM8pGc/4A5+8aRwdFu85QT3EvqEjTQJz6+mu5yS8/T7o+JAznBO4+EpyNDynEKw7qJMc1HIGJakOloXtH+uxZ6csyEM7anXj5nLuK/5ZGX4yyZxp0nzienCDOtsxk4cXk16m50JA7pEL/JkR01cRiTZvFxUVSUlJSWz/j9kb1EOcH8ifbSDm8fUeVsD/nNlCPWQfg/V4tnQgjIrMC4IdNq4WONUqcn5Ajx07JidOnJCxY8f2W/WjovMqAxXOC1YYrABepIuDzrvIWX50ziwDlvPSgxwNW3/xs13rffZ4x1UG3q6x71wXcoGbzmyskDfkyvrAzhkDIcxYoKH3Jh8GF3zbgg0ajiMbQu6XOSAOtFAGzylgPcwBHmfDbceYQ+yvja8FBDwXuL8oN8phnzlVzvrv8Ybyeytfvq2Bj50aB94TC+xoeaHCffScKsrFt5TQHniLB55T+HQaPsaMY4Gc4Xhi4GWw2xMczHn99frkOWKeGxg0eLYMx8w7x+NhY8I6wv8xOGaZkSeuy9NxDP6Me8zAGbci4s4n6z/7ALvOjntzFHWXy/GC1OOQAxnTdc/h2/V2mwltHvLj2dNcLieq5xfvdjuO57n9Z7vr/Wed8K737PhAGBXBCxt2dgY4OViBxowZI+Xl5f0MHRsnbxVp5Q3s+Dh44DSq52CxDlYEXJEkKRVey86NnQLKz9G5t2pDI+IFMd79XZQNgcEG1pnkLHlSoWzIbVIfecWKvHlystFM0gcMWgZyCry64f5gAIaGDznhvnl6jm2gTnFQ6xkRL4vGeoXgOcFleS7weS8jwH3CdthQcjCPMmPWAvtu1/B85PFH+bB9lB3hOTLuH4+9N8fR2SWNO+sS2xAs63HLDo6PDZQ9Gehatq2eLbQ+88qe+Tc50Il7T2dh5sCO4+2SC/GPuoDjqKqx2zc4l6wsBxW4mdoCWF4MoizYb28e4S0Z1Au8hW282Mvs7LYRwuYC7pXCp+SQF7ab3piwDcV9Xay//w/yPnhBw8PK5BlBTAVjistIx8iXFcwzyDyRvcmOMuIE9za1otxY1gsAUD5cJWBZPubJg+U5Q4L9MvCeFWwf4a1OsCwHO14GBceUxxMft8ZVlsmBK1QOklAWdrxsIL1zDDSayCvqSpJjZgPMbaOuekEQ6q7XFuuO1y/7z/rDBs2bB15fOTAweMac+8Ky8eqYNyKjU8FfG2aZUXbsLwZ6SU4/KZhGjuwYB/+8L2Cg+lA+DrKwHtzrw7qdFIRxkIPl0TmjTrBc3BbOcXTcyDFfh7KxXiDnNv+9pwCxDC5McbGAffDGjDNbJkcq1bdZFjPCjKR5hfxYnRe6lvWSjyM3GMRgP9LpdPQum+7u7n5vFjbY96Kion5+w9rDwBttEMplZfhJR57D2CfPHyQh74MXNKDsQJJWFJxWRaPtORcugwPHE5AVASNS/G4Kh+cReOuDHQrLgpMzqZx99/rEx5JWlZgN8GTlz/yUhRfMDKTM3vhhf3Cs8T++bEtEYs7Oc85o3D3+BuLOm6D8GTMFno5ZGb6G+4yyMAe8WrcfhER9Zfm9frKx9AJxc3aekUoKiDhLgjIxH3zLgh0yGlzWR69+T8dZTi8As/NJGRrjAXlkHTIHjH23z/x0jRdwevrP4+85PfyexCO3w+173KJdMtnQBovEX77H9pj1H7lkO6aa/EoF1h92tGzjPefKt5I87m3TrPWLb7PzeNuYoL6/1ZeyIU8oJ/cDOcPFJs7NbDYbvTcGZSwoKIh+MLKrqyu26MHH0Zkf6xeOtWdbUH7Oalkf3iryNngxEuy3JOwYDxYrFm6A4gnj3SoxcD0IntCeAbT/fDsA94V4xsvkGSgos2vRoHnRvp3DekXiP5HO1/NvqHA9HJCg3LiyYQPhGT4zDPjDaUkThB0q8sx7AtjI4PXeY6xcnjNN7PySAhJ0SkkZE6wT/+N5DgaZA08mlAf7hMA62BjxrSavPnTK9pl1AXUeg44kw+alnb2g0srgpkocS5SXj3u6w/XiGHjOgznyAkrcHInc8W0O+8xPTnmP3jIXng6xI+ZAzI6jU2Ud54CEX7mA44ptYBaAgbrk6TsHJ15QxjrJtsELqJO4YV3gW0PWZ3uXitkmDi7QNqdSKTcjjG14GWoP3lxAnvE76yraLpG+l+MVFBREv5BtAQzqlL3mIZWKZ/oGslU4NiZ3UkAoItLZ2elez8jb97wcOnRILr/88uEWIyAgICAgIOBt4ujRozJt2rTE83mbeZk0aZKIiBw5ckRKS0uHWZp3F+wXt48ePTrgS4BGIwI3yQjcJCNwk4zATTICN/2hqnL69Ono54KSkLfBi6XTSktLg1IkYMKECYGbBARukhG4SUbgJhmBm2QEbuJ4KwmHUfGSuoCAgICAgID8QQheAgICAgICAkYU8jZ4KSwslO9+97vRL80G9CFwk4zATTICN8kI3CQjcJOMwM07R94+bRQQEBAQEBCQn8jbzEtAQEBAQEBAfiIELwEBAQEBAQEjCiF4CQgICAgICBhRCMFLQEBAQEBAwIhCCF4CAgICAgICRhTyNnj56U9/KpdddpkUFRXJwoULZffu3cMt0pBiw4YN8pGPfETGjx8vU6ZMkRtuuEEOHDgQK9PZ2SkrVqyQ8vJyGTdunNx4441y/PjxWJkjR47I0qVLpaSkRKZMmSJ33nln9ENi+YKNGzdKKpWS1atXR8dGMzevv/66fOlLX5Ly8nIpLi6WOXPmyN69e6Pzqir33nuvTJ06VYqLi6Wurk4OHjwYq+PkyZOyfPlymTBhgpSVlcktt9wiZ86cudhdGVScO3dO1q1bJzU1NVJcXCyXX365fO973+v3Y42jgZsdO3bIpz/9aamqqpJUKiVPPvlk7Pxg8fD888/Lxz72MSkqKpLp06fLD3/4w6Hu2v+Ngbjp7u6WNWvWyJw5c2Ts2LFSVVUlX/7yl+Xf//53rI585WZIoXmILVu2aDab1V/96lf64osv6q233qplZWV6/Pjx4RZtyLBkyRJ9+OGHtaWlRZubm/VTn/qUVldX65kzZ6Iyt99+u06fPl0bGhp07969+tGPflSvuuqq6HxPT4/Onj1b6+rqdN++ffr000/r5MmT9e677x6OLg0Jdu/erZdddpleeeWVumrVquj4aOXm5MmTeumll+pXvvIVbWxs1EOHDumf//xnffXVV6MyGzdu1NLSUn3yySd1//79ev3112tNTY12dHREZa699lr94Ac/qM8995z+/e9/1/e97326bNmy4ejSoGH9+vVaXl6uTz31lB4+fFgfe+wxHTdunD7wwANRmdHCzdNPP6333HOPPv744yoi+sQTT8TODwYPp06d0oqKCl2+fLm2tLToo48+qsXFxfrzn//8YnXzHWEgbtra2rSurk5/+9vf6ssvv6y7du3SBQsW6Lx582J15Cs3Q4m8DF4WLFigK1asiL6fO3dOq6qqdMOGDcMo1cXFiRMnVET02WefVdXzk2jMmDH62GOPRWX++c9/qojorl27VPX8JEyn09ra2hqV2bRpk06YMEG7uroubgeGAKdPn9YZM2bo1q1b9ROf+EQUvIxmbtasWaOLFi1KPN/b26uVlZV6//33R8fa2tq0sLBQH330UVVVfemll1REdM+ePVGZP/3pT5pKpfT1118fOuGHGEuXLtWvfe1rsWOf+9zndPny5ao6erlhBz1YPPzsZz/TiRMnxubTmjVrdObMmUPco8GDF9gxdu/erSKir732mqqOHm4GG3l32yiXy0lTU5PU1dVFx9LptNTV1cmuXbuGUbKLi1OnTolI369rNzU1SXd3d4yXWbNmSXV1dcTLrl27ZM6cOVJRURGVWbJkibS3t8uLL754EaUfGqxYsUKWLl0a40BkdHPzhz/8QebPny+f//znZcqUKTJ37lz55S9/GZ0/fPiwtLa2xrgpLS2VhQsXxrgpKyuT+fPnR2Xq6uoknU5LY2PjxevMIOOqq66ShoYGeeWVV0REZP/+/bJz50657rrrRGR0c4MYLB527dolH//4xyWbzUZllixZIgcOHJA33njjIvVm6HHq1ClJpVJSVlYmIoGbd4q8+1Xp//znP3Lu3LmYkxERqaiokJdffnmYpLq46O3tldWrV8vVV18ts2fPFhGR1tZWyWaz0YQxVFRUSGtra1TG483OjWRs2bJF/vGPf8iePXv6nRvN3Bw6dEg2bdokd9xxh3znO9+RPXv2yDe/+U3JZrNSX18f9c3rO3IzZcqU2PlMJiOTJk0a0dysXbtW2tvbZdasWVJQUCDnzp2T9evXy/Lly0VERjU3iMHiobW1VWpqavrVYecmTpw4JPJfTHR2dsqaNWtk2bJl0a9IB27eGfIueAk4n2FoaWmRnTt3Drco7wocPXpUVq1aJVu3bpWioqLhFuddhd7eXpk/f7784Ac/EBGRuXPnSktLizz00ENSX18/zNINL373u9/J5s2b5Te/+Y184AMfkObmZlm9erVUVVWNem4C3j66u7vlC1/4gqiqbNq0abjFGfHIu9tGkydPloKCgn5Pihw/flwqKyuHSaqLh5UrV8pTTz0l27dvl2nTpkXHKysrJZfLSVtbW6w88lJZWenyZudGKpqamuTEiRPy4Q9/WDKZjGQyGXn22WflwQcflEwmIxUVFaOWm6lTp8r73//+2LErrrhCjhw5IiJ9fRtoPlVWVsqJEydi53t6euTkyZMjmps777xT1q5dKzfddJPMmTNHbr75ZvnWt74lGzZsEJHRzQ1isHjI1zkm0he4vPbaa7J169Yo6yISuHmnyLvgJZvNyrx586ShoSE61tvbKw0NDVJbWzuMkg0tVFVWrlwpTzzxhGzbtq1finHevHkyZsyYGC8HDhyQI0eORLzU1tbKCy+8EJtINtHYwY0kLF68WF544QVpbm6O/ubPny/Lly+PPo9Wbq6++up+j9S/8sorcumll4qISE1NjVRWVsa4aW9vl8bGxhg3bW1t0tTUFJXZtm2b9Pb2ysKFCy9CL4YGZ8+elXQ6biILCgqkt7dXREY3N4jB4qG2tlZ27Ngh3d3dUZmtW7fKzJkzR/RtEQtcDh48KH/961+lvLw8dn40c/N/Ybh3DA8FtmzZooWFhfrII4/oSy+9pLfddpuWlZXFnhTJN3z961/X0tJS/dvf/qbHjh2L/s6ePRuVuf3227W6ulq3bdume/fu1draWq2trY3O2+PAn/zkJ7W5uVmfeeYZfc973jPiHwf2gE8bqY5ebnbv3q2ZTEbXr1+vBw8e1M2bN2tJSYn++te/jsps3LhRy8rK9Pe//70+//zz+pnPfMZ9DHbu3Lna2NioO3fu1BkzZoy4x4EZ9fX1eskll0SPSj/++OM6efJkveuuu6Iyo4Wb06dP6759+3Tfvn0qIvqjH/1I9+3bFz0xMxg8tLW1aUVFhd58883a0tKiW7Zs0ZKSknf948ADcZPL5fT666/XadOmaXNzc8w245ND+crNUCIvgxdV1Z/85CdaXV2t2WxWFyxYoM8999xwizSkEBH37+GHH47KdHR06De+8Q2dOHGilpSU6Gc/+1k9duxYrJ5//etfet1112lxcbFOnjxZv/3tb2t3d/dF7s3Qg4OX0czNH//4R509e7YWFhbqrFmz9Be/+EXsfG9vr65bt04rKiq0sLBQFy9erAcOHIiV+e9//6vLli3TcePG6YQJE/SrX/2qnj59+mJ2Y9DR3t6uq1at0urqai0qKtL3vve9es8998SczmjhZvv27a59qa+vV9XB42H//v26aNEiLSws1EsuuUQ3btx4sbr4jjEQN4cPH060zdu3b4/qyFduhhIpVXhdZEBAQEBAQEDAuxx5t+clICAgICAgIL8RgpeAgICAgICAEYUQvAQEBAQEBASMKITgJSAgICAgIGBEIQQvAQEBAQEBASMKIXgJCAgICAgIGFEIwUtAQEBAQEDAiEIIXgICAgICAgJGFELwEhAQEBAQEDCiEIKXgICAgICAgBGFELwEBAQEBAQEjCj8DyIsCpciMhfCAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Getting masks generated from images in case we do not have them already\n", - "exp2 = CrystalViolet(base_dir+'img/', base_dir+'man_mask/',\n", - " params = None) # default values in class, option to update\n", - "_, _ = exp2.get_individual_plates(folder_pattern=r'cls$')\n", - "plate_dict_no_mask = exp2.load_well_images_and_masks_for_plate(plate_id=0,\n", - " additional_subfolders=None, all_grayscale=True, ext='*.tif',\n", - " file_pattern=r'4617 F 051021')\n", - "\n", - "\n", - "print(plate_dict_no_mask[plate_dirs[0]]['image_name'][0])\n", - "plt.imshow(plate_dict_no_mask[plate_dirs[0]]['img'][0], cmap='gray')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "15\n", - "252\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "\n", - "print(np.min(plate_dict_no_mask[plate_dirs[0]]['img'][0]))\n", - "print(np.max(plate_dict_no_mask[plate_dirs[0]]['img'][0]))" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[PosixPath('../../../../DeepUTI/ds1/test/img/cls/130 G 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/130 V 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/5821 C 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/5830 H 061021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/5868 I 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6024 I 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6032 K 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6075 B 280821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6189 J 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6189 Z 150921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6316 A 180821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6321 G 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6348 O 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6372 M 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6427 C 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6572 I 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6572 Y 010921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6598 B 031121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6676 X 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6696 D 220921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6707 D 031121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6713 Q 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6751 C 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6787 K 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/6972 A 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7002 X 021021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7072 M 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7098 Y 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7107 L 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7143 U 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7164 F 021021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7236 U 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7340 L 231021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7362 C 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7390 M 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7390 X 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7448 J 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7524 F 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7546 E 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7546 R 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7557 J 280821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7607 A 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7622 J 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7677 I 180821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7691 C 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7697 O 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7707 D 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7714 B 250821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7727 R 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7734 F 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7758 M 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7822 G 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7831 S 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7847 E 231021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7858 D 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7870 H 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7873 B 220921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7873 N 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7893 Q 150921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7909 H 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7918 J 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7944 G 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/7994 E 091121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8029 C 231021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8057 C 220921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8071 K 310821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8072 E 010921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8080 D 131021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8083 A 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8086 L 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8090 O 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8103 J 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8130 K 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8146 A 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8146 W 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8219 A 021121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8225 K 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8281 D 110821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8282 E 110821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8320 F 250821.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8341 V 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8345 D 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8345 F 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8345 J 070921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8347 C 080921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8356 K 150921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8380 O 280921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8391 B 290921.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8394 H 021021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8398 G 051021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8422 J 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8424 D 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8425 E 121021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8475 X 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8477 I 261021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8483 L 271021.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8502 E 031121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8530 Z 161121.tif'), PosixPath('../../../../DeepUTI/ds1/test/img/cls/8540 B 261021.tif')]\n" - ] - } - ], - "source": [ - "print(plate_dict[plate_dirs[0]]['image_name'])" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "id = 2\n", - "print(plate_dict[plate_dirs[0]]['image_name'][id])\n", - "plt.imshow(plate_dict[plate_dirs[0]]['mask'][id],cmap='gray')" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "img_temp = plate_dict_no_mask[plate_dirs[0]]['img'][0]\n", - "img_temp = 255 - img_temp\n", - "plate_dict_no_mask[plate_dirs[0]]['img'][0] = img_temp" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1/1 [00:00<00:00, 458.29it/s]\n", - "100%|██████████| 1/1 [00:00<00:00, 89.36it/s]\n" - ] - } - ], - "source": [ - "img_gadjusted_list = [adjust_gamma(img,\n", - " gamma=2.25,\n", - " gain=exp2.params['crystal_violet']['gain']) \n", - " for img in tqdm(plate_dict_no_mask[plate_dirs[0]]['img'])]\n", - "\n", - "mask_list = [PlaquesImageGray(exp2.plate_indiv_dir[0]+\"-\"+\n", - " str(i//exp2.params['crystal_violet']['ncols'])+\",\"+\n", - " str(i%exp2.params['crystal_violet']['ncols']),\n", - " img_gadjusted_list[i],\n", - " threshold=exp2.params['crystal_violet']['threshold'],\n", - " sigma=exp2.params['crystal_violet']['sigma']).plaques_mask\n", - " for i in tqdm(range(len(plate_dict_no_mask[plate_dirs[0]]['img'])))]" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "print(plate_dict_no_mask[plate_dirs[0]]['image_name'][0])\n", - "plt.imshow(plate_dict_no_mask[plate_dirs[0]]['img'][0], cmap='gray')" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "../../../../DeepUTI/ds1/test/img/cls/4617 F 051021.tif\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "print(plate_dict_no_mask[plate_dirs[0]]['image_name'][0])\n", - "plt.imshow(mask_list[0], cmap='gray')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Gamma adjustment of images before Mask Generation\n", - "###### Here we try to show a comparison of mask generation and therefore plaque detection results by using the raw images in grayscale and a gamma adjusted version of the images using ```adjust_gamma```. Parameters for gamma adjustment are set by default in the experiment but can be changed. We use the ```PlaquesImageGray()``` class to store the grayscale images (gamma adjsuted or otherwise) and then generate the plaque masks using parameters ```threshold``` and ```sigma```. ```plaques_mask_gadjusted_list``` contains the plaques detected from gamma adjusted grayscale images while ```plaques_list``` contains the plaques detected from the raw grayscale images." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 100/100 [00:00<00:00, 6070.17it/s]\n", - "100%|██████████| 100/100 [00:00<00:00, 553.59it/s]\n", - "100%|██████████| 100/100 [00:01<00:00, 97.95it/s]\n", - "100%|██████████| 100/100 [00:03<00:00, 33.11it/s]\n", - "100%|██████████| 100/100 [00:01<00:00, 92.60it/s]\n", - "100%|██████████| 100/100 [00:05<00:00, 18.48it/s]\n" - ] - } - ], - "source": [ - "#Verifying the count of plaques by generating masks from the images of the plaques themselves, \n", - "# gamma adjusting for better detection\n", - "exp.params['crystal_violet']['gamma'] = 2.25\n", - "exp.params['crystal_violet']['ncols'] = 10\n", - "exp.params['crystal_violet']['nrows'] = 10\n", - "exp.params['crystal_violet']['min_area'] = 0\n", - "exp.params['crystal_violet']['max_area'] = 500\n", - "\n", - "img_inverted_list = [255-img \n", - " for img in tqdm(plate_dict[plate_dirs[0]]['img'])]\n", - "\n", - "img_inverted_gadjusted_list = [adjust_gamma(img, \n", - " gamma=exp.params['crystal_violet']['gamma'],\n", - " gain=exp.params['crystal_violet']['gain']) \n", - " for img in tqdm(img_inverted_list)]\n", - "\n", - "plaques_mask_list = [PlaquesImageGray(plate_dirs[0]+\"-\"+\n", - " str(i//exp.params['crystal_violet']['ncols'])+\",\"+\n", - " str(i%exp.params['crystal_violet']['ncols']),\n", - " plate_dict[plate_dirs[0]]['img'][i],\n", - " threshold=exp.params['crystal_violet']['threshold'],\n", - " sigma=exp.params['crystal_violet']['sigma']) \n", - " for i in tqdm(range(len(plate_dict[plate_dirs[0]]['img'])))]\n", - "\n", - "plaques_list = [plq_mask.get_plaques(min_area = exp.params['crystal_violet']['min_area'], \n", - " max_area = exp.params['crystal_violet']['max_area']) \n", - " for plq_mask in tqdm(plaques_mask_list)]\n", - "\n", - "plaques_mask_gadjusted_list = [PlaquesImageGray(plate_dirs[0]+\"-\"+\n", - " str(i//exp.params['crystal_violet']['ncols'])+\",\"+\n", - " str(i%exp.params['crystal_violet']['ncols']),\n", - " img_inverted_gadjusted_list[i],\n", - " threshold=exp.params['crystal_violet']['threshold'],\n", - " sigma=exp.params['crystal_violet']['sigma']) \n", - " for i in tqdm(range(len(plate_dict[plate_dirs[0]]['img'])))]\n", - "\n", - "plaques_gadjusted_list = [plq_mask_gadjusted.get_plaques(\n", - " min_area = exp.params['crystal_violet']['min_area'], \n", - " max_area = exp.params['crystal_violet']['max_area']) \n", - " for plq_mask_gadjusted in tqdm(plaques_mask_gadjusted_list)]\n" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "# for i, (img, img_g) in enumerate(list(zip(plate_dict[plate_dirs[0]]['img'],img_inverted_gadjusted_list))):\n", - "# _, (ax1, ax2) = plt.subplots(1, 2,figsize=(32,8))\n", - "# ax1.imshow(img,cmap='gray')\n", - "# ax1.set_axis_off()\n", - "# ax1.set_title(str(i//exp.params['crystal_violet']['ncols'])+\",\"+str(i%exp.params['crystal_violet']['ncols']))\n", - "# ax2.imshow(img_g,cmap='gray')\n", - "# ax2.set_axis_off()\n", - "# ax2.set_title(str(i//exp.params['crystal_violet']['ncols'])+\",\"+str(i%exp.params['crystal_violet']['ncols'])+\" Gamma Adjusted\")\n", - "# plt.tight_layout()\n", - "# plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "###### Here we try to visualise the comparison of mask generation and therefore cell detection results by using the raw images in grayscale and a gamma adjusted version of the images using ```compare_plaque_detection_from_image```. Important to note is the counts such as ```cls-0,0 true count``` which is the count obtained for that well from the manually generated best quality plaque masks and therefore our target. Then we have the ones such as ```cls-0,0 : 5``` which is the count of plaques detected from the raw grayscale images and finally the likes of ```cls-0,0 gamma adjusted : 29``` which is the count of plaques detected from the gamma adjusted grayscale images. The plots are alse named similarly as the counts to visualise the location of the plaques detected in each case." - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "#Plotting the outcome on detection based on the masks\n", - "# [compare_plaque_detection_from_image(i//exp.params['crystal_violet']['ncols'],\n", - "# i%exp.params['crystal_violet']['ncols'],\n", - "# plaques_count_gt_list[i], # from 2 cells above\n", - "# plaques_mask_list[i],\n", - "# plaques_list[i],\n", - "# plaques_mask_gadjusted_list[i],\n", - "# plaques_gadjusted_list[i]) \n", - "# for i in tqdm(range(len(plate_dict[plate_dirs[0]]['img'])))]\n", - "\n", - "# save_path = \"../../../manuscript/figs/ds1_test_cls_00_plaque_detection_from_image.png\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Plaque Bounding Boxes\n", - "###### Here we plot the bounding boxes around the detected plaques. The ```.get_plaques()``` function can take different values for ```min_area``` and ```max_area``` to give different results. We show the same bounding boxes around the masked images of the wells further on." - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 6/6 [00:00<00:00, 11449.42it/s]\n", - "100%|██████████| 6/6 [00:00<00:00, 1031.51it/s]\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "[None]" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "id = 22\n", - "[plot_bbox_plaques_mask(id//exp.params['crystal_violet']['ncols'],\n", - " id%exp.params['crystal_violet']['ncols'],\n", - " plaques_mask_gt_list[id].plaques_mask, # from 3 cells above\n", - " plaques_mask_gt_list[id].get_plaques(min_area = 500, max_area=11000))]" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [], - "source": [ - "# Plotting bounding boxes around individual cells (in this case from existing binary mask, \n", - "# but could also be done from generated mask)\n", - "\n", - "# [plot_bbox_plaques_mask(i//exp.params['crystal_violet']['ncols'],\n", - "# i%exp.params['crystal_violet']['ncols'],\n", - "# plaques_mask_gt_list[i].plaques_mask, # from 3 cells above\n", - "# plaques_mask_gt_list[i].get_plaques()) \n", - "# for i in tqdm(range(len(plaques_mask_gt_list)))]\n", - "\n", - "# save_path = \"../../../manuscript/figs/ds1_test_cls_00_plaque_marked.png\"" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "# Here we can use different combinations of minimum and maximum area to indicate different cells\n", - "# [plot_bbox_plaques_mask(i//exp.params['crystal_violet']['ncols'],\n", - "# i%exp.params['crystal_violet']['ncols'],\n", - "# plate_dict[plate_dirs[0]]['masked_img'][i], # from 3 cells above\n", - "# plaques_mask_gt_list[i].get_plaques()) \n", - "# for i in tqdm(range(len(plaques_mask_list)))]\n", - "# save_path = \"../../../manuscript/figs/ds1_test_cls_cell_marked.png\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Cell Measures\n", - "###### It may also be crucial to get other measurements about cells in the micrograph. For this we can use the function ```get_measure()```. It returns measurements such as ```'mean_plq_size'```, ```'med_plq_size'``` etc. We can also use the ```.plot_centroid()``` function to plot the circles around the centroid of the detected plaques and calculated radii and a circumscribing circle around the centroid of all the plaques detected. This will not plot anything in case no plaque is detected." - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2 , 2 : {'mean_plq_size': 6946.333333333333, 'med_plq_size': 6610.0, 'centroid': [414.0833333333333, 419.0], 'mean_plq_ecc': 0.6670829271937957, 'mean_roundness': 0.43670220212147465}\n" - ] - }, - { - "data": { - "image/png": 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deOGFTo8DAPgvLPyA/nMleknKz88v1O0XL16sFStW+HOkkFS5cuUCP7X/xNf0xNcYABBennnmGX3++eeaMmWKqlWr5vQ4AIA/YOEHJHk8HkmFX0p//fVXbd682Z8jhaT4+Hh16NChQLc58TU98TUGAIQXM9PVV1+t/Px8TZ06VRER/PMSAEIFP5EB/f+n8sfGxhb6GHPnzlVOTo6/RgpZzZo1U926dX3++BNf08K8XAIAUDzs2bNHAwcOVOfOnTV69GinxwEA/I6FH5C0e/duSVLVqlULfYypU6fqwIED/hopZLVt21YtWrTw+eOrVq2qvLy8EvG1AYCSbMGCBXr00Uf18MMPF/jZYACAwGDhByQdPXpUhw8fVkJCQqGPkZ+fr4suuqhEXMDvrbfeUnx8vE8fm5CQoIyMDJlZgKcCADjtkUce0aJFizRt2jRVqlTJ6XEAoMRj4Qd+l56ersTExCId4+eff9agQYO0fft2P00VmqKiouRyuXz62MTERKWnpwd4IgBAKPB6vbryyisVGxurt956y+lxAKDEY+EHfpeWlqbq1asX+TjLli1T+/btdfvttxd9qBDlcrl8fvlD9erVWfgBoARJS0vTNddcox49euiOO+5wehwAKNFY+IHfrV+/Xk2aNPHLsXbu3KlFixbptddeU3Z2tl+OGUrcbrfefPNNnz62SZMmWrduXYAnAgCEkrlz5+rZZ5/Vk08+qXPPPdfpcQCgxGLhB36Xmpqqhg0bqlSpUn473vDhwzVq1Ci/HC/UuFyuU771UpUqVVSjRg2lpqYGaSoAQKi47777tGrVKr3//vsqW7as0+MAQInEwg/8LjU1VZGRkWrevLlfj3vRRRf59Xihom3btrrtttv+8WOSkpIkiYUfAEqgvLw8XX755apYsaImTpzo9DgAUCKx8AO/W7t2rXJyctSyZUu/Hvf+++/36/FCRWRkpGJiYv7xY1q2bKn9+/dr27ZtwRkKABBStm3bpuuvv179+/fXjTfe6PQ4AFDisPADv/N4PPr+++914YUX+vW4v/zyix599FHl5ub69bjFwYUXXqjvvvvO6TEAAA6aMWOGxo8fr+eee0516tRxehwAKFFY+IE/SElJ0QUXXOC31/FL0vHjx3X//ffr0UcfVX5+vt+OG+pOO+00tWvXTp988onTowAAHDZq1ChlZmbqzTff9PltXQEARcfCD/xBSkqKYmNj/f4ovyQ98cQTevrpp+X1ev1+7FDUvXt3uVwuzZkzx+lRAAAOO3r0qIYMGaKOHTvq5ptvdnocACgxWPiBP9iyZYvWrVunXr16+f3YHo9HDzzwgCpXrqwdO3b4/fihplevXlq2bJl2797t9CgAgBDwzTff6JVXXtGTTz7JU/sBIEhY+IH/Mn36dPXr109lypTx+7Hz8vJ04MABTZ482e/HDiWVK1dWjx499OGHHzo9CgAghNx77708tR8AgoiFH/gvEydOVFxcnAYNGhSwczz++OM699xztXTp0oCdw0nXXXedvF6v3nrrLadHAQCEEJ7aDwDBxcIP/Jddu3bpk08+0fDhwwN2juPHj2vFihWaM2dO2L2mPyIiQjfddJOmTZumAwcOOD0OACDE8NR+AAgeFn7gL4wbN06NGzdWp06dAnqeJ554QoMHD9YXX3wR0PMEU8+ePVWrVi2NGzfO6VEAACGKp/YDQHCw8AN/Yf78+Vq1apXGjh0b0PN4vV5NnTpVX3/9tXJzcwN6rmBwuVx6+OGH9c033yg1NdXpcQAAIeqPT+2/5ZZbnB4HAMIWCz/wN0aPHq0OHTrokksuCfi5nnnmGW3dujXg5wm0K664Qs2aNdO9997r9CgAgBD3x6f2161b1+lxACAsuczMfPpAnm6FEmj+/Pk67bTT1Lx5c+Xn5wf0XC1btlTfvn116623SpKio6MVHR0d0HMWxZEjR/TAAw/o3//+tyQpKipKGzZs0OrVq9WnTx+HpwMAFAelS5fW6tWrtWPHDnXu3Fk+/rMUACD59jPTfCSJqMTVqlUrMzMbOnRoUM4XERFhUVFRFhUVZYMHD7YvvvjC1/8XDSqPx2PdunWziIiIk7Pfeeed5vF47Oyzz3b8fiMiouJTx44dzczs1ltvdXwWIqLilC9Y+IlO0aRJk+zQoUNWs2bNoJ87Li7ObrrpJhs2bJhlZWUVajkPBI/HYwMGDDg5Z/369S07O9uef/55x+8vIiIqfr388st29OhRq1u3ruOzEBEVl3zBU/qBUyhXrpx+/vlnrV27Vl27dnVsjpo1ayoi4v9fdsPlcmnatGk67bTTdOzYMfXt21c33nijevfu/Y/HWbdunUaMGPGn40yfPl0VKlRQjRo1FBsbe8pZtm/frrPPPltHjx5VRESEvvvuO1WuXFnNmjXTsWPHCv05AgBKJp7aDwAF59PPSl8f0VMI/AaDyKm6du1qZmbXX3+947MEshEjRtgLL7xga9as+dufBatXr7bGjRufvM3IkSPN6/Va+/btHZ+fiIiKbzy1n4ioYPm0x7PwE/nW66+/btnZ2daiRQvHZwl0Z599tl188cV28cUX2/fff2/Hjh2zY8eO2bXXXvun1+ifd955lpuba88++6zjMxMRUfGPp/YTEfmeL3hKP+CjmJgYffPNN6pevbpatmypzMxMp0cKipiYmJMvJcjJyTn51KFatWrphx9+0Jo1a3TxxRfL4/E4OSYAIAzw1H4A8J0vPyMjTvkRACRJx48fV58+fRQREaGZM2eG9Fvm+dPx48d17NgxHTt27OQPldKlS+uTTz5RVlaW+vfvz7IPAPCLo0ePasiQIerYsaNuueUWp8cBgGKPhR8ogPT0dPXu3VstWrTQu+++q8jISKdHCrro6Gh9+OGHqlOnjpKTk7V//36nRwIAhJFvvvlG48aN02OPPaaEhASnxwGA4o3X8BMVvJ49e1pubq5NnTrVIiMjHZ8nWEVFRdnHH39s2dnZ1rlzZ8fnISKi8KxcuXKWmZlp7777ruOzEBGFaj7t8Sz8RIXr0ksvtby8PPvggw/M7XY7Pk+gi4mJsU8//dRycnKsa9eujs9DRETh3eDBg83MrGPHjo7PQkQUivmCi/YBRdC7d2998MEH+uabbzRgwAAdOHDA6ZECokqVKpoxY4ZatGihXr166auvvnJ6JABAmHO5XFq8eLHKlCmjc845h+vFAMB/8WWV5zX8QBF8/PHHuvjii9WiRQstW7ZMDRs2dHokvzvnnHP0ww8/qG7duurSpQvLPgAgKMxMN998s8466ywu4AcAhcTCDxTRwoULde655+r48eNatmyZevbs6fRIfnP55Zdr0aJF2r17t84991wtW7bM6ZEAACXIqlWrNH78eD388MOqVq2a0+MAQPHDa/iJ/FN8fLzNnDnTzMwmTpxo5cqVc3ymwlapUiV77733zMxs6tSpFhsb6/hMRERUMitfvrzt3r3b3nnnHcdnISIKpXza41n4ifzbddddZ4cOHbIdO3YUy4vb9enTxzIyMmzv3r12xRVXOD4PERHRkCFDzMysQ4cOjs9CRBQqsfATOVTNmjXt888/NzOzGTNmWMOGDR2f6VQ1bdrU5syZY2Zms2bNsqpVqzo+ExERkSRzuVz2/fff208//VSi3g6XiOifYuEncriBAwfa1q1bzePx2BtvvGE1atRwfKb/7owzzrApU6aY1+u1jRs3Wt++fR2fiYiI6L9r0aKFeb1eGzFihOOzEBGFQiz8RCFQdHS03XrrrZaZmWk5OTk2ZcoUa9u2reNzdezY0T744APLzc21Xbt22dChQ83tdjs+FxER0d81btw4O3jwIM9CIyISCz9RSBUfH28jR460X375xczMVq1aZTfddFNQ/9FSvXp1u/XWW23t2rVmZrZu3Tq75ZZbLC4uzvGvDxER0amqUKGC7dmzx9566y3HZyEicjoWfqIQzOVy2UUXXWQff/yxeTweMzNbunSp3XfffdasWTO/vjbR7XZbUlKSPfDAA7ZixQozM8vNzbXp06dbp06dHP9aEBERFbTrr7/ezMzatWvn+CxERE7mC9fvy/wpuVwuXz4MQAFUrFhR3bt3V3Jysrp27aoyZcooOztbP/74o1JTU7Vy5Ur99ttvSk9PV1pamg4fPvyXxylfvrwSEhKUmJio2rVrq0WLFkpKSlKzZs0UGxurgwcPau7cuZo9e7Y+//xzHTx4MLifKAAAfuJyubR06VJFR0erZcuW8nq9To8EAI7wZZVn4QdCRHR0tNq0aaOkpCQlJSWpZcuWatCgwZ8+Jjs7W0eOHJHH45Ekud1ulSlTRnFxcSc/Jj8/Xxs2bNCKFSuUmpqqFStWaPny5SdvAwBAcdeyZUstW7ZMI0aM0Kuvvur0OADgCBZ+oJiLi4s7+cj9if8tVaqUoqKiZGbyeDw6cuSI0tPTTz4LID09XTk5OU6PDgBAQI0fP14DBgxQ/fr1tWfPHqfHAYCgY+EHAABAWKpYsaI2bdqkTz75RNddd53T4wBA0PmyykcEYQ4AAADAr/bv36/77rtPQ4YMUZs2bZweBwBCEo/wAwAAoFiKiIjQsmXLJEmtWrXy6dEuAAgXPMIPAACAsJWfn6/bb79dLVu2VP/+/Z0eBwBCDo/wAwAAoFibPXu2GjRooLPPPpt3pQFQYvAIPwAAAMLe6NGjVbduXS7eBwD/hUf4AQAAUOy9/fbbuvDCC1WvXj1lZ2c7PQ4ABByP8AMAAKBEePDBB1WpUiWNGDHC6VEAIGTwCD8AAADCwgsvvKBrrrlGderU0YEDB5weBwACikf4AQAAUGI89thjioyM1OjRo50eBQBCAgs/AAAAwsKePXv03HPP6dZbb1X16tWdHgcAHMdT+gEAABA24uPjtWXLFn3yyScaOnSo0+MAQMDwlH4AAACUKEeOHNGjjz6qa6+9Vg0bNnR6HABwFI/wAwAAIKxER0drw4YNWrlypfr16+f0OAAQEDzCDwAAgBInNzdXDzzwgC699FK1atXK6XEAwDE8wg8AAICwExERoR9//FF79+5Vly5dnB4HAPyOR/gBAABQIuXn52v06NHq3LmzLrroIqfHAQBH8Ag/AABhzu12Ky4uTm63W263W/n5+fJ4PMrNzdWxY8ecHg8IqG+//Vbx8fFKSkry6dEwACgufPmZxsIPAEAx53K5VLduXSUlJalRo0ZKTExUYmKiEhISlJCQoMqVKysi4q+f1Hf06FGlpaUpPT395P9u3bpVqamp+vHHH5WdnR3kzwbwr3bt2mnx4sW64oor9P777zs9DgD4DQs/AABhqHTp0rrwwgvVrl07JSUlqUWLFipfvrwkadeuXdq5c+f/LPGHDx+Wx+OR1+uVy+WS2+1WbGysqlSp8qdfDiQmJqpOnTqKiYmR1+vVhg0blJqaqhUrVuiLL77Qpk2bnP3kgUL45JNP1KhRI5111lnKy8tzehwA8AsWfgAAwkT16tXVs2dPJScnq0uXLoqJidG2bduUmpr6p/bt21fkc7ndbjVq1EhJSUlKSkpSy5Yt1axZM8XExGjjxo1KSUlRSkqKvv/+e3m9Xj98dkBgNWrUSKtXr9Ytt9yi1157zelxAMAvWPgBACjG4uPjNXDgQF1//fVq2bKl8vLy9O233yolJUWzZ8/W1q1bgzZLXFyczj//fCUnJ6tHjx5KSEjQvn37NH36dI0bN04///xz0GYBCuOtt97SxRdfrDPOOEM5OTlOjwMARebTKm8+kkRERERB6Oyzz7aXX37ZDh06ZB6Px2bNmmUDBgywcuXKOT6bJHO5XHbuuefaY489Zrt27TIzs2+++cYGDBhgUVFRjs9H9FfVqVPHPB6PDRs2zPFZiIj8kU97PAs/ERFRaNS5c2dbsGCBmZmlp6fbI488YjVq1HB8rn/K7XbbpZdeal9//bWZmWVkZNiYMWMsPj7e8dmI/rv33nvPtmzZYpGRkY7PQkRU1Fj4iYiIikEtWrSwL774wszMli1bZpdddlmxfKT8rLPOsldeecWOHTtmmZmZdssttxTLz4PCt6ZNm5qZ2cCBAx2fhYioqLHwExERhXD16tWz999/38zM1q1bZ71793Z8Jn9Us2ZNmzRpknk8HtuyZYsNHDjQXC6X43MRSbJPP/3U1qxZw/ckERX7WPiJiIhCsKioKHvwwQctNzfXtm/fbtdee21YPsX4rLPOspkzZ5qZ2ffff28NGzZ0fCai9u3bm5lZz549HZ+FiKgosfATERGFWM2aNbNVq1ZZbm6uPfzwwxYbG+v4TIGuffv2tmHDBjt27JjdddddFhER4fhMVLL79ttvbcmSJY7PQURUlFj4iYiIQqQ/Pqr/448/WvPmzR2fKZjFxsba008/bV6vl0f7yfG6detmZmYdO3Z0fBYiosLGwk9ERBQC1ahRw5YvX265ubn20EMPlegL2bVp0+bko/3XXHON4/NQyW3VqlX2+eefOz4HEVFhY+EnIiJyuLZt21p6erpt27bNWrRo4fg8f1WpUqWsdu3atmLFCvvxxx//1KRJk6xKlSo2Z84ce+yxx6xKlSpWoUKFIp0vNjbWXn/9dTMze+6558Ly+gUU+g0YMMDMLGT//5KI6FT5wvX7Mn9KLpfLlw8DAAC/Gzx4sMaPH6/ly5fr0ksv1Z49e/x+jgsvvFDVqlXT8uXLtXHjxr/8mLp168rj8ei33347+d9q166t8847T5LUo0cP9e/f/2//rjezk39mZtq0aZP69eunn3/++eTHXHbZZYqJiVFubq6mT58uX/55cfPNN+uFF17Q119/rcsvv1wHDx709dMGiiwyMlIbNmzQqlWrdNlllzk9DgAUmC9/17LwAwDgZxEREXrmmWc0cuRIvfHGG7r55puVl5fnt2NL0osvvqhKlSqpS5cuqlq1qlJTU7Vp0ybNmzdPkydPVqNGjfSvf/1LklSnTh3l5eVpx44dJ49Tq1YttWvXrtBz/PTTT1q3bp2k//wboW/fvoqOjlZeXp5mzJih/Px83XrrrTpw4MA//oOkS5cumj59uvbt26eePXtq06ZNhZ4JKKihQ4dq/PjxOuuss/jeA1Ds+LTK85R+IiIi/xUZGWlTpkwxj8djt9xyi1+OGRcXZ0lJSfZ///d/lpmZaXv37jWv1/uXf18fO3bMRowYYRkZGb7+FR8w+/fvt9dee83i4+P/8fOrU6eOrV271jIzM61JkyaO34dUcoqOjrZdu3bZxIkTHZ+FiKig+YKFn4iIyE+53W6bPn265ebmWv/+/f123GeffbbQS3co8OVK6JUqVbLU1FTbu3cvr6mmoHbnnXfa8ePHrXr16o7PQkRUkHzBwk9EROSHIiMj7f3337fjx49bcnKyX44ZFRVlTzzxhOXl5RV62Q4FK1assEsuucQGDRpkERERf/v5litXzr7//nvbt2+fNW3a1PH7lEpG8fHxtn//fnv++ecdn4WIqCD5goWfiIioiLlcLnvrrbcsLy/Pevfu7bfjDhw40PLz8wu9aIcSr9drXq/Xrr766n/8nMuVK2crVqywzMxMa9iwoeP3LZWMHnnkETty5IhVqlTJ8VmIiHzNFyz8RERERezBBx80r9drAwYM8Nsxy5QpYwsWLCjsfh2yfv3111N+7hUrVrTVq1fb5s2bWcAoKJ122ml29OhRe+ihhxyfhYjI13zBwk9ERFSE+vbta2Zmo0ePLtJxypcvbx988IHt2rXLdu3aZenp6YXbqEOcLwu/JKtVq5bt3r3b5s+fb2632/H7mcK/F154wfbt23fKi0wSEYVKvmDhJyIiKmRNmza1I0eO2LRp04p0nPj4ePvwww8LvUQXJ3v37rXOnTv79HU577zzLDc3115++WXH72sK/2rWrGm5ubk2cuRIx2chIvIlX7DwExERFaLKlSvbtm3bbMWKFRYXF1fo40RHR9v7779f6AW6OHrppZd8/vrccMMNZmZ2ww03OH6fU/j35ptv2s6dOy06OtrxWYiITpUvIgQAAAps6tSpio2NVe/evXXs2LFCHaNSpUp69913ddlll/l5uvDx+uuv69VXX9Urr7yic845x+lxEOaefvppVa9eXf369XN6FADwCxZ+AAAKaOjQobrooot09dVXa+fOnYU6htvt1muvvaZ+/frJ5XL5ecLwcscdd2jt2rWaPHmyoqKinB4HYWzDhg366quvNHz4cKdHAQC/YOEHAKAATj/9dD333HOaOHGivvzyy0Ifp3r16urZs6cfJwtfeXl5Gjx4sM4++2z961//cnochLlx48apffv2atasmdOjAECRsfADAFAAEydO1MGDB3XnnXcW6Tjjx49XbGysn6YKfz/99JMef/xx3XfffWrevLnT4yCMpaSkaNeuXRo2bJjTowBAkbHwAwAKxO12KyYm5m8L56enDx06VBdeeKGuv/56HT582Olxiq3k5GS1bNmywLd77LHHtHbtWr311ls8tR8B4/V6NWHCBA0aNEhly5Z1ehwAKBIWfgBAgbz77rvav3//33bjjTeqUaNGTo/pd2XLltUTTzyhyZMnF+mp/HFxcercubMqVarkx+mKl1q1aqly5coFvl1eXp6uvfZaNW7cWDfccEMAJgP+Y+LEiYqOjtbVV1/t9CgAUDS+voWOQuBtB4iIyNnatGljv/zyyyn/ztiwYYM9/fTTVqZMGcdn9ldjx461o0ePWkJCQpGO89RTT/n6V29Ye//99y0qKqpQX8M333zTMjIyrHTp0o5/X1D49sEHH9i6descn4OI6O/yBQs/ERH5XIUKFezDDz+0Xbt22a5du2zNmjV2xx13WHZ29l/+3bFx40Z74IEHiv17WlerVs2OHDlijz/+eJGOU65cOdu+fbuvf/WGtZycHCtVqlShvo6nn3665eTk2JgxYxz/3qDwrWPHjmZm1qlTJ8dnISL6q3zBwk9EREXuhhtusIkTJ9rKlSv/8u+Qxx57zCIiIhyfs7C9+uqrtn//fitfvnyRj4P/KMrCL8mee+45O3TokJ122mmOf3/Q/69nz57WuXNnx+fwV2vXrrXp06c7PgcR0V/lCxZ+IiLyW2effbYNHjzY8vLy/vR3SFZWVrF9lL9OnTqWm5trd911V5GP9dprrxVsKw5jRV34K1WqZIcOHbLnn3/e8e8R+k/9+/e3ffv22Y4dO8Jm6b/55pstLy+vyC/lISIKRL5g4SciIr/mcrksOTnZli5darm5uWZWvBf+F1980TIzMy02NrZIx7n44ostJyencNtxGCrqwi/JHn74YcvKyrKyZcs6/n1S0qtXr96fru8xduzYQl+jIZQqW7asZWVl2QMPPOD4LERE/50vuEo/AMCvzEwpKSlq06aNnn/+eUn/ubK/1+t1eLKCK126tK655hq98cYbysnJKdKxoqKiFBMT46fJij+3262BAwcW6Rjjx49XbGwsV1IPAb/++qumTJly8v8eM2aMTjvtNAcn8o/Dhw9r6tSpuuGGG+R2u50eBwAKjIUfABAwDz30kFq2bKlRo0YVy4V/4MCBio+P1+uvv17kY5UpU8YPE4WPyMhIde/evUjHSE9P16xZszR8+HA/TYWiyM7OlsfjOfl/v/rqqw5O4z+vvfaaqlevruTkZKdHAYACc5mZ+fSBLlegZwEAIKT8+OOP2rZtm3r37l2k45QuXVr79u3jEf4/8Hg8Sk5O1meffVak43Tq1EkLFixQ586dtXDhQv8Mh0JxuVz6/vvv1bp1a0nSzz//rCZNmjg8lX989913On78uC644AKnRwGAk3xZ5XmEHwCAv9CuXTs1a9ZM48aNK/KxXC4Xvzj/L263W3feeWeRj7Nw4UKtW7eOR/lDgJnp2WefVX5+viSpRo0auuyyyxyeyj/GjRun888/Xw0bNnR6FAAoEBZ+AAD+wqBBg7Rt2zbNmzfP6VHCkplp69atfjnW66+/rl69evGyiRAwY8YMDRgwQD/99JO++eYbzZ071+mR/GLGjBnavXu3brrpJqdHAYAC4Sn9AAD8hZ07d+rDDz/UHXfcUeRjxcfHa9++fYqOjvbDZOHh+PHjqlixorKzs4t8rFq1amnbtm3q37+/PvroIz9MB/yvxx57TDfffLOqV6+uo0ePOj0OAPCUfgAACqNFixaqXr26UlJS/HK8p556SlFRUX45Vrg4duyYT/9Q8cVvv/2mn376iYuqIaAmTJig+Ph4XXnllU6PAgA+Y+EHAOC/JCcn6+DBg/ruu+/8crzDhw/75Tjh5KqrrtKxY8f8dryUlBRdcsklioyM9NsxgT/avn27Pv30U918881OjwIAPmPhBwDgv/Ts2VNz587901uMFcXBgwf99mh2OFiwYIF++uknvx4zJSVFFStWVLt27fx6XOCPxo0bp2bNmqlt27ZOjwIAPmHhBwDgD6pWraoWLVpo9uzZfjvmBx98IK/X67fjFVe7d+/WwoULdemll2rHjh1+PXZqaqrS09PVvXt3vx4X+KN58+Zp69atGjx4sNOjAIBPWPgBAPiDc889V5K0ZMkSvx0zLS3Nr79AKK4eeeQRde7cWQcOHPD7sc1MS5cuPXn/AYFgZnrvvffUv39/LsIJoFhg4QcA4A+SkpK0Z88ebd++3W/HzM3N1eTJk/12vOJo2bJl+uSTTwJ6jhUrVqhFixYBPQfw7rvvqkKFCjybBECxwMIPAMAfJCUlKTU11ekxworX69W8efO0c+fOgJ4nNTVVFSpUUJ06dQJ6HpRs69evV2pqqgYNGuT0KABwSiz8AAD8AQu//7300kt68MEHA36eE/dbUlJSwM+Fku3dd99Vjx49VL58eadHAYB/xMIPAMDvqlWrpsTERBZ+P5o+fbrGjh2r/Pz8gJ9r79692r59u1q2bBnwc6Fke//99+V2u3XppZc6PQoA/CMWfgAAfnfmmWdK+s9TduEfDRo0UOXKlYN2vnXr1qlevXpBOx9KpvT0dH399dc8rR9AyGPhBwDgdwkJCZL+c1V9FN2OHTs0aNAgbdq0KWjnTE9PP3k/AoE0depUderUSTVr1nR6FAD4Wyz8AAD8LiEhQUePHtXhw4edHiUsVKhQIehvk5eWlsbCj6CYNWuWsrOzdeWVVzo9CgD8LRZ+AAB+l5iYqPT0dKfHCBvbtm0L+tsR8gg/guXIkSP65JNPeFo/gJDGwg8AwO8SEhICtvB/8803mjhxYlAuXhcKHnzwQUcuaJaenq6YmBhVrFgx6OdGyTN16lQ1btxYTZs2dXoUAPhLLPwAAPyuatWqysjICMixs7KyNHToUE2aNCkgxw8lv/32m+bPnx/U1+6fcOL+q1atWtDPjZLnyy+/1J49e3iUH0DIYuEHAOB3sbGxOnbsWEDPMXLkSL311lsBPYfTli9frkWLFjly7hP3X0xMjCPnR8ni8Xj0wQcf6IorrlBEBP+sBhB6+MkEAMDv3G63PB5PQM9x5MgRDRs2TBMmTAjrp/fXrl1bUVFRQT/vifvP7XYH/dwomaZOnaoaNWqoY8eOTo8CAP+DhR8AgN9FRkbK6/UG/Dw5OTm65ZZb9Pbbbwf8XE4466yzNGPGDN1+++1BP/eJ+y8yMjLo50bJtGzZMv366688rR9ASGLhBwDgdx6PJ2iLosfj0dtvv63jx48H5XzB1LhxY7Vo0UIbN24M+rlP3H+BfqYG8Efvvvuu+vXrp9jYWKdHAYA/YeEHAOB3Ho8nqE9D/+abb/Taa68F7XzB9tJLL6lx48ZBPeeJ+4+FH8H07rvvqmzZsurRo4fTowDAn7DwAwDwu+zsbJUuXTqo5zSzoJ4vmGrVqqWrrroqqOc8cf8F+uKLwB/98ssvWrZsGU/rBxByWPgBAPhdRkaGEhISgna+Dh06aOjQoUE7X0lw4v5LT093eBKUNO+++666d++uihUrOj0KAJzEwg8AwO/S0tKCuvBnZGRow4YNQTtfSZCQkKCjR4/q8OHDTo+CEuaDDz6Qy+VS//79nR4FAE5i4QcA4Hfp6elBXfjLlSunatWqBe18JUFiYiKP7sMRu3fv1ldffaUBAwY4PQoAnMTCDwDA79LT0xUTExO0p+RWqFBBNWrUCMq5SoqEhAQWfjjm448/1nnnnafy5cs7PQoASJLcTg+A0FK6dGklJiaqfPnyioqKksvlksfjUXZ2ttLT07Vv376wvsAUgJItLS1NklS9enXt37/f4WlQGNWrV2fhh2M+/fRTjR8/Xt26ddO0adOcHgcAWPhLqoSEBCUlJZ2sfv36SkxMVJkyZf7xdrm5ucrIyNC2bdu0atUqpaamKjU1VRs2bFB+fn6QpgeAwDjxvvGNGzfWmjVrHJ4GhdG4ceOwfqtDhLZdu3ZpxYoVSk5OZuEHEBJY+EuIiIgItW3bVsnJyUpOTlbDhg0lSXv37lVqaqrmzJmjXbt2KT09XWlpadq/f7/y8vIkSZGRkYqPj1dCQoISExOVkJCgevXqqXv37rrtttskSfv379fcuXOVkpKiL774goslASiWDhw4oM2bN6tly5ZB+cf6jh079OOPP6p58+YBP1dJULNmTVWpUkWpqalOj4ISLCUlRXfeeaeioqJO/lsKAJzCwh/mzjzzTA0bNkyDBg1S5cqVlZmZqdmzZ+v+++/XDz/8oN9++61Ixy9XrpxatGihTp06KTk5WYMGDVJeXp4+++wzjRs3Tl9++SUvAQBQrKSmpiopKSko59q4caPmzZunZs2ayeVyBeWcweZ2u+VyuYLyd8GJ+23FihUBPxfwd1JSUvTII4/o//7v//T11187PQ6Aks58JImKUcnJyfbll1+amdnu3bvt6aefttatW5vL5QroeU8//XS75ZZbbOXKlWZm9uuvv9qdd95pZcqUcfxrQkTkS3fffbcdOnQo4D8vTxQdHW0bN2709a/jYic3N9c6dOgQlK/l2LFjLS0tzfHvIaLffvvNXnzxRcfnIKLwzhcs/GFWly5dbPny5WZmtmTJEhs4cKDFxMQ4MkubNm3snXfesZycHNuzZ4/dfvvtjs1CRORr559/vpmZ1a9fP2jnXL9+fSFW6eJhwYIFVqNGjaB8HefOnWuzZ892/HuI6JVXXrEtW7Y4PgcRhXe+4G35wkTjxo315Zdf6uuvv5bX61WnTp3Url07vfvuuzp+/LgjMy1dulRXX3216tatq5kzZ+qZZ57Rxo0bNXDgQEfmAQBfrFixQl6vVx07dnR6lLDQpEkTVatWLeDncbvdatu2rZYtWxbwcwGnkpKSojPOOEONGzd2ehQAJRwLfzHndrs1ZswYpaamqkaNGurdu7fatm2rb775xunRTtq1a5duvPFGNWrUSD/88IOmTp2qTz/9VImJiU6PBgD/49ChQ1q0aJF69uwZtHN+9tlnQTtXsFWqVEmlS5cO+HlOvPf5p59+GvBzAaeycOFCZWVlKTk52elRAJR0vj4lTyHwlAX6c02aNLHU1FTLy8uzsWPHWnR0tOMz+VL37t1t586dduDAARs8eLDj8xAR/XcjR4607OxsK1WqVFDOV6NGjUI/Zb446NixY8C/hv/+979t+/btjn/vEJ1o+vTptnTpUsfnIKLwzRc8wl9MXXnllVq+fLmioqLUpk0b3X///crNzXV6LJ/MnTtXjRs31scff6zJkydr8uTJiomJcXosADgpJSVFcXFxuuCCC4JyvuPHj2vz5s1BOVe4Sk5OVkpKitNjACelpKSodevWQXlJCwD8LV9/O68Q+A0GySIiIuzJJ580M7PJkycX+4vgXXnllXbs2DH7/vvvrVq1ao7PQ0R0ovXr19vEiRODdr6hQ4cW7uHzYiDQj/A3atTIzMwuvvhix79viE5UsWJF83g8dv311zs+CxGFZ77gEf5iJC4uTh9//LFGjRqlkSNH6tprr3Xsgnz+8t577+m8885TzZo1tWLFCjVt2tTpkQBA0n8enUtOTlZ0dHRQzjdz5kwtWLAgKOcKFq/Xq7179yovLy+g5+nXr5+ysrLC7uuH4m3//v1avHhxUK8HAgD/w9ffzisEfoNRkitdurQtWLDAsrKyrGvXrn4/fp8+feyKK674Uz169Aja55eQkGArVqywffv2WVJSkuNfbyKis846y8zMLr/88qCd84477rDc3NxCPIYemtasWWONGjWyqlWrBuxr5na7befOnTZ+/HjHv2eI/rs777zTsrOzLS4uzvFZiCj88gULfzEoLi7OFi5caIcOHbJ27doV6Vgul8tcLpf169fPmjZtam+//bZNmTLFjh079j/3+aFDh2zKlCknu/jii83lcgXs8yxXrpwtWbLE9u/fb82bN3f8605ENH/+fPv222+Ddj63220HDhzweaEOdQcPHrSVK1cG9Cn9ffr0MTOzpk2bOv79QvTfnXnmmWZm1rNnT8dnIaLwyxcs/CGe2+22zz77zLKysqxt27ZFOlbFihXto48+sszMTMvKyirwPyqzsrJs9erVVqNGjYB9vmXKlLGlS5fanj177Mwzz3T8609EJbtLL73UzMyaNGkStHN269atQD+bi4Nrr702YL8w/uqrr+y7775z/HuF6O9av369vfHGG47PQUThly9Y+EO8F1980XJzc61Lly5FOs7QoUNtxowZhf7H2h8tXbrU6tWrF7DPuXz58rZu3Tpbv369lStXzvH7gIhKbm6323bt2mXjxo0L2jlPP/10W7x4sV9+XoeKrKysgLx1bMOGDc3M7IorrnD8e4Xo73rqqacsPT09oM+SJKKSmS9Y+EO466+/3szMbrrppkIfIzIy0u644w7Lzs4uxD/R/t7q1autUqVKAfvc69WrZ/v377e5c+daRESE4/cFEZXcHnzwQcvKygroz7z/rlatWrZp0ya//tx2UqAW/nHjxllmZmZAjk3krzp06GBmZq1atXJ8FiIKr3zBwh+itWnTxo4fP26vvvpqoY8RERFho0ePNq/XW7h/oZ3CTz/9FNBH+i+44ALzeDz2xBNPOH5/EFHJ7bTTTrNDhw7Zs88+G9Tzrlq1KiA/u50QiIW/Tp06lpuba3fffbfj3yNE/1RkZKTt2bPHHn30UcdnIaLwyhcs/CFYXFycbdq0yZYsWWJut7tQx+jcubNNnDjR8vLyCv0PNF8sW7bMnnnmmYB9Le666y7zer3WoUMHx+8XIiq53X///ZaTk2M1a9YM2jmvueaagP78DqZALPxTp061nTt3cvVzKha99dZbtnr1asfnIKLwyhcs/CHY888/b9nZ2QW+aF3p0qWtQYMG1qlTp6Be5Tk9PT1gX4uIiAhbtGiRbdq0iX/UUUhVr149q1ixouNzUHCKj4+3zMxMmzRpUtDOWblyZcvPzw/az/JA8vfC36xZMzMzGzp0qOPfG0S+NGDAADOzgL5FJRGVvHzBwh9idejQwbxer91xxx0+3yYpKcnuuOMOe+ONNwr+rzA/COTCL/3nLW2ys7Pt3//+t+P3D5H0n7cBy8nJsdmzZ9uNN97o+DwUnG655RbzeDx21llnBeV88fHxNnfuXEd+rvubvxf+OXPm2IYNGywyMtLx7wsiX6pWrZqZmV122WWOz0JE4ZMvWPhDqIiICPvpp59syZIlPl2oLjo62t5//33HL+x0/Phxu/feewP6CPzIkSPN6/Va48aNHb+fiD755JM/ff/fddddjs9EgS86Otq2bNliX3zxRdDOmZCQYJ999pmDP+H94/bbb/fbFcq7du1qZmb9+vVz/HuCqCCtX7/eXnvtNcfnIKLwyRcs/CHUwIEDzcysdevWp/zYqlWr2uzZswvxz67A8Hg8dvToUbvwwgsD8rWJioqyX3/91T755BPH7yeihx9+2Dwez8nv/y+//NKqVavm+FwU+Lp162ZmZkOGDAnaOaOjo4v90t+xY0e/fC3KlStnO3bssM8//9zx7wWigjZu3Dhbv36943MQUfjkCxb+EOnEI0czZ8485cfGxcWF1LL/RxkZGda1a9eAfI0uv/xyMzNr37694/cXlewiIiLs2WefPfl9v2zZMqtfv77jc1FwevPNN+3gwYNWo0aNoJ2zcuXKNmfOHKd+tBeZvxb+SZMm2aFDh4J68UQif3XZZZeZmfELYiLyW75g4Q+Rhg8f7vNrQ+vXr/+nRxdDzb59+wLy1HuXy2UrV660hQsXOn5/EcXGxlq9evWsXr16XISphHXiUebPPvssqOetUKGCtWjRIqR//v+VQ4cOWZs2bYr8+Z94dsV1113n+PcAUWGqWrWqmZkNGDDA8VmIKDzyBQt/CORyuWzjxo02bdo0nz7++++/L8Q/uYKrZcuWAfla9enTx8zMmjdv7vj9RkQltxOvI7/++uuDet64uLhidyG/p556qsifd/ny5XkqP4VFa9eutfHjxzs+BxGFR75g4Q+Bzj//fDMzn95rPiIiwpYuXVq4f3UF0Zw5c/x2gaY/FhkZaTt27LAJEyY4fr8RUcnu9ddft+zsbGvRokVQz9unTx/Lzc11+se8TzZv3mwNGzYs0ucbERFhc+fOtf379/NUfir2vfrqq7ZhwwbH5yCi8MgXLPwh0IwZM2z16tU+fezdd99tXq+30P/4CpbDhw9bo0aNAvL1GjNmjB05csTKlSvn+H1HRCW3mJgYW7p0qW3fvj2oL+twu91WpkwZ27Vrl9M/6v/Rhg0b/HKdg6eeeso8Hk/ALgpLFMz69+9vZmYJCQmOz0JExT9fRAiOqlKlinr16qVx48b59PExMTGKiAj9u61MmTL66KOPlJSU5PdjT5w4UTExMbr88sv9fmwA8NXx48fVp08fRUZGaubMmYqOjg7KeT0ej7KyspSfnx+U8xXGmjVr1K9fP+3cubNIxxk0aJDuvvtujRo1SvPmzfPTdIBzFi5cKEnq1KmTo3MAKEF8/U29QuA3GOHYtddea16v10477bRTfmzDhg0tIyOjcA+1OGTHjh2WkpJi8fHxfv26ffXVVzZ37lzH7z8iolatWtmxY8ds0qRJQT3viYvYhZr8/Hx7/fXXi/z5nXvuuXbs2DF78803Hb+PifzZzz//zEsTicgv+YKF3+FmzZpl3333nU8f26JFi0L/A8xpc+bM8etTXkeMGGE5OTl+/0UCEVFhGjRokJmZPfDAA0E7Z2Jiov3www8O/3T/XwcOHLDIyMgifW7169e39PR0W7x4sUVHRzt+/xL5s1deecU2btzo+BxEVPzzBQu/g8XGxtrRo0ft7rvv9unji/PCb2bWqVMnv33tzjjjDDMz69u3r+P3IxGRJLvnnnvMzOyuu+4K2jkbNmxol19+uT3xxBPm9Xr/8hov+/fvt8svv9yWLFliXq/X8vPzzcxO/q8/5efn2913312ki7aeccYZtmPHDvv55599evYbUXHr0ksvNTOzxMREx2chouKdL1j4HezE1fl9vbhdcV/4MzIyiny15j/GW9sQUaj10EMPmZnZqFGjgnreqKgoq1SpkjVv3vx/fvbu2rXLJFl8fLxVqlTJbr/9dvv666+tX79+tnfvXr/9jF+1apXdfvvt5na7C/151K1b17Zt22YbNmwI6oUQiYJZ5cqVzczsyiuvdHwWIire+YKF38HuueceO3z4sM+PhBT3hd/sP1dtbtmypV++fpMmTbIVK1Y4fj8SEf2xhx9+2MzMxowZE/Rzly9f3ubOnfunn7tPPvnk3358nz59LCsry7777jt76KGH7P333y/Uz/YPP/zQ4uLiijR7gwYNbNeuXbZ+/Xoe+aSwb82aNX651gURlex8wcLvYNOnT7eFCxf6/PEdO3Ys1D/EQs3WrVutXr16Rf76DR8+3I4fP87rO4ko5Bo9erSZmb322msWFRUV1HNXqVLFPvvsM9u/f789/fTTp1zEmzdvfvLt88qXL2+tWrWyTZs2+fTzPD8/36ZPn24VK1Ys0sydOnWyPXv22OrVq61KlSqO339Ege6ll16yX375xfE5iKh45wuXmZl84HK5fPkwFMDmzZv18ccf68477zzlx7pcLmVkZKhKlSpBmCzw0tLSdMkll+jHH38s9DFat26tpUuXKikpSStXrvTfcADgB0OGDNFrr72m77//Xv369dPevXuDdu6IiAi5XC7l5+fLx7/m/6R69ep6/vnn//LPOnTooOjoaM2fP1+HDh3STTfdVKS3CBw2bJheeuklLViwQAMGDNCBAwcKfSyguOjbt69mzJihmjVrFvntKwGUXD79He/ro7IKgd9ghFNxcXFmZnb11Vf79PEul8v27Nnj691VLKxdu9YaN24ctK8hEVGwa9eunWVkZNjWrVutadOmjs/jjzp37mzdunUr8nGioqLstddeMzOzf//730W+sj9RcapSpUpmZjZw4EDHZyGi4psvIgRHJCQkSFKJ/q3u2WefrXbt2hX62SPHjh3Tvn37lJiY6OfJAMA/lixZonPPPVf79+/XkiVLdOWVVzo9UpEtWLBAn332WZGOUaNGDc2bN09DhgzRkCFDdMcdd8jr9fppQiD07du3T6tXr1anTp2cHgVAmGPhd8iJJTUtLc3n20yfPj1Q4zjmxRdfVGxsbKFvn56efvKXJwAQinbs2KEOHTpo1qxZevfdd/XRRx+FzcuzCmPIkCH6+eefVa9ePXXu3FmTJ092eiTAEQsXLlTnzp2dHgNAmGPhd8iJJdXXhd/MNGnSpECO5Ijo6Gg9/vjjhb59WloaCz+AkHfs2DFdddVV6tevn8477zytXbtWAwYMcHqsoKpRo4bmzp2rSZMmaebMmWrUqJGWLFni9FiAYxYuXKi6deuqRo0aTo8CIIyx8DukcuXKys3N1eHDh50exVERERHq3Lmz6tSpU6jb79mzR5UrV/bzVAAQGDNmzFCjRo00f/58vf/++5oxY4ZOP/10p8cKqMjISN1www36+eef1bRpU3Xv3l1DhgzRoUOHnB4NcNSJX3i1atXK4UkAhDMWfodERUUpNzfX6TFCQrNmzTRlyhRVrVq1wLfNzc1VVFRUAKYCgMDYu3evBgwYoP79+6tdu3batGmTnn/+eVWqVMnp0fyub9+++vnnnzVhwgTNnDlTjRs3LvLr/4FwkZmZqV27dikpKcnpUQCEMRZ+h0RGRhb4bYx+/vnnv32bpOKuXbt2+vTTTwt8O6/Xq8jIyABMBACB9dFHH6levXp69NFHdd1112nLli0aM2aMSpcu7fRoRda5c2ctW7ZMM2bM0G+//aYWLVpoyJAhOnjwoNOjASElNTVVLVu2dHoMAGGMhd8hHo+nwItqbm5uWP9jqTCP8Lvdbnk8ngBMAwCBd/ToUT366KOqW7euJk6cqDFjxmjLli165JFHit3ret1ut/r166cFCxZo/vz5MjN16dJFXbt21apVq5weDwhJK1as4BF+AAHFwu+QnJwcxcbGFvgt6d577z1t2LAhQFMVP7GxsTp+/LjTYwBAkezdu1d33nmn6tevr+nTp+u2227Ttm3bNHPmTF1wwQWFfvvSYKhevboeeugh/fbbb/rwww8VERGhvn37qk2bNlqwYIHT4wEhLTU1VZUqVVKtWrWcHgVAmGLhd0hmZqYiIyN12mmnFeh2mzdv1sKFCwMzVDFUrVo1ZWRkOD0GAPjF9u3bdeutt6p69eq6+eabVbduXc2bN08bN27Uo48+qtatW4fE8l+1alUNGTJEKSkp2rZtm0aOHKmPP/5YTZo0UceOHTVr1iynRwSKhdTUVEniUX4AAcPC75ATb8dXmLeUu/322/XWW2/5eSLnlS9fXv369SvQbRITE5Wenh6giQDAGUeOHNGECRPUrFkzdejQQYsWLdKNN96opUuXKi0tTW+88YZ69uypMmXKBGWeiIgINWnSRKNHj9b333+vjIwMvf766ypfvrxuu+22k7+g+Pnnn4MyDxAuuHAfgEBzOz1ASXViSU1MTNTq1asLdNvjx49rxIgR8ng8GjJkiCIiwuP3NqVKlVLLli310Ucf+XybhIQEFn4AYW3x4sVavHixIiIi1LZtWyUnJys5OVnXX3+9JGnTpk1KTU1VamqqVqxYoZ9++qlI13txu90688wzlZSUdLJzzjlH8fHxOnLkiL744gtdc801mjt3rvbu3eunzxIoubhwH4BAYuF3SEZGhjwej2rXrl2o22dlZWno0KGSdPIffcXd4cOHC3Sl/goVKqhMmTLauXNnAKcCgNCQn59/cvm/5557dOaZZ6pt27Ynl/JevXqpVKlSkv5zMcD09HSlpaWd/N/Dhw/L4/HI6/UqIiJCbrdb0dHRqlq1qhITE5WQkKDExERVqVLl5Dl//fVXpaamavbs2VqxYoWWLFnCdVMAP1uxYoVuu+02p8cAEKZY+B3i8Xi0du1anXPOOUU6zsiRIxUdHa2rr77aT5M5p0KFCho4cKAWLVrk08e3aNFCkvTjjz8GcCoACE2//PKLfvnlF73zzjuS/vN2rw0bNlTjxo1PLu8JCQlKSEhQ06ZNVbp0abndbkVFRcnr9crj8SgvL0+7d+9WWlqalixZcvIXBFu3btWqVavC+p1hgFDxxwv3/fbbb06PAyDMsPA7KDU1tciv2crKytLnn3+u3r17q2zZsn6azBnz5s3TyJEjff74pKQkHT58WL/88ksApwKA4sHr9Wrt2rVau3at06MAKIA/XriPhR+Av4XHi7+LqdTUVDVp0kTR0dFFOs60adO0YsUKP03lnFtvvVXHjh3z+eNbtmypVatWycwCOBUAAEDgcOE+AIHEwu+g5cuXKzo6Wq1atSrysQ4fPuyHiZzz/PPPa9u2bT5/vMvlUvv27bV8+fLADQUAABAEXLgPQKCw8Dto5cqVyszMVM+ePYt8rKuuuqrYXkgpIyNDX331VYHmb9GihRITEzVnzpwATgYAABB4K1as4BF+AAHBwu+g/Px8ffrpp35Z+PPz84vlU9vz8vI0ZMgQffbZZwW6XXJysvbv36/FixcHaDIAAIDg+OOF+wDAn1j4HZaSkqKzzjpLZ555ZpGOk52drSFDhvhpquD55ZdftGDBggLfLjk5WXPnzpXH4wnAVAAAAMHzxwv3AYA/sfA77KuvvlJWVpYGDRpU5GMVx7dPGjlypHJycgp0myZNmqh58+aaOXNmgKYCAAAIHi7cByBQWPgdlp2drXfeeUdDhw5VVFRUkY61dOlSzZgxw0+TBVZ+fr7eeecdLVu2rMC3HTZsmNLS0jR79uwATAYAABB8XLgPQCCw8IeAcePGKSEhQX369CnScQ4cOKD09HQ/TRVYW7Zs0bXXXlvgZyWUKVNGV111lV5//XWezg8AAMIGF+4DEAgs/CFg3bp1WrhwoW699VanRwma559/Xvn5+QW+3eDBgxUbG6s33ngjAFMBAAA4gwv3AQgEFv4Q8eyzz6pDhw666KKLinSczMxM5eXl+WmqwMjIyNAnn3xS4NuVKlVKo0eP1rRp05SWlhaAyQAAAJzBhfsABAILf4iYM2eOFi1apCeeeEIul6vQx3n00Ue1Y8cOP07mX1u2bNGll15aqIX9tttuU6VKlfTAAw8EYDIAAADnZGZmKjMzU40bN3Z6FABhhIU/hNx7771q0aKFLrvssiId5/jx436ayL8OHjyoyy67TEuWLCnwbStWrKh77rlHr732mrZt2+b/4QAAABy2ceNG1a9f3+kxAIQRFv4QsnjxYqWkpOjpp59W2bJlC32cvn37+nEq/9i6davOP//8k09XK6gnn3xSLpdLjz32mJ8nAwAACA2bNm1i4QfgVyz8IebWW29V+fLl9eyzzxb6GLm5uX6cqOjS09M1aNAgrVy5slC3v+iiizR06FCNGjVKe/bs8fN0AAAAoWHTpk1q0KCB02MACCMs/CFm+/btGjVqlIYOHVroC/jl5eVp//79fp6s4I4cOaKtW7eqe/fuhXoavySVLVtWEydO1Lx587gyPwAACGubNm1S2bJlVbVqVadHARAmWPhD0BtvvKF58+Zp0qRJqlKlSoFvv2PHDvXt21fbt28v0hwHDx4s1KL+ww8/aNy4cRoxYoTq1KmjH3/8sdAzvPrqqypXrpyuv/76Qh8DAACgONi4caMk8bR+AH7jMjPz6QOLcOV4FFz16tW1YsUK/frrr+rSpUuh3mqvffv2+vzzzxUfH1/g23q9Xl1xxRVKTU1Vo0aNCnTbjRs3atOmTQU+53+788479eyzz+qKK67Q+++/X+TjAQAAhLLo6GhlZ2frxhtv1KRJk5weB0CI82mVNx9JoiDXpk0by8nJsTfeeKPQx2jXrp3t2LHD17vZzMz27t1r/fr1M5fL5djn3rVrV/N4PPbYY485fj8QERERBatff/3VnnrqKcfnIKLQzxc8wh/irr76ar399tsaNWqUnnvuuUIdo1OnTvrggw/+8eUB6enpevHFFyX95/Vjs2bNKtS5/KFJkyb69ttv9e2336p3796+/eYKAAAgDMydO1e5ubnq3bu306MACHG+7EnuIMyBInjnnXd05pln6tlnn1V2drZee+21Ah9j4cKFat++vXr37q2RI0f+6c++/vprPfXUU8rJydGvv/7qr7EL7ayzztJXX32lzZs3a9CgQSz7AACgRNm0aVOhL9wMAP+Dp/QXj5577jkzM7vlllscnyVQNWnSxDIzM+2nn36yihUrOj4PERERUbAbNmyYHT9+3CIjIx2fhYhCO1/wCH8xceedd8rr9erll19WlSpV9OCDD4bVo9+dOnXSRx99pN9++00XXXRRSLytIAAAQLBt2rRJ0dHRqlWrlrZs2eL0OACKORb+YuTuu+/W3r179cQTT6hx48a66qqrdPToUafHKrJhw4bppZde0tKlSzV58mSNGDFCiYmJSkhIOFnp0qXldrvlcrnk8XiUk5OjzMxMpaenKy0tTenp6frll1+UmpqqtWvXyuPxOP1pAQAAFNiJdzpq0KABCz+AIuOifcXQJZdcovfee0+//fab+vTpo82bNzs9UoFFRESoQ4cO+ve//60WLVro+PHjiomJkSSlpaVp586df1rmjxw5cvKtCd1ut+Li4lStWrWTvxCoXr26Tj/9dEVGRionJ0erV6/W8uXLNXfuXM2fP1/Hjx938tMFAADwicvl0tGjRzV69OiTF1QGgL/iyyrPwl9MnXXWWfrkk0+UmJioe++9V6+++mrIP8U/KipKXbt2Va9evdSnTx9VrFhRZqbU1FTNnDlTqampSk1N1b59+wp1/FKlSql58+ZKSkpSUlKSOnTooLp16+ro0aP68ssvlZKSolmzZunQoUN+/swAAAD856efftKiRYt08803Oz0KgBDm0/7HRfuKb6VLl7ZXXnnFzMwWLlxodevWdXymv6p69er28MMPW1pampmZ7dmzx7xer61du9YaN24c0HM3bNjQ7r77blu0aJF5vV47cuSIjR8/3po1a+b414WIiIjor5o+fbrNmzfP8TmIKLTzaY9n4S/+derUybZs2WI5OTn2/PPPW6VKlRyfSZK1bNnSZsyYYXl5eXb48GH76quvLC0tzXJycuyee+4J+tVnExISbMyYMbZjxw4zM1u8eLH16dPH8a8TERER0R979NFHbfv27Y7PQUShHQt/CapUqVL2r3/9yw4dOmSHDh2yMWPGWLly5RyZpX79+jZ9+nQzM1u3bp2NHz/e1q1bZ2ZmH3zwgZ155plFOn5ERIQ1atTIGjdubGvWrLG0tDTbsmWLNW/e3Ke384uMjLTevXvb119/bWZmS5cutU6dOjl+HxIRERFJsquvvtrMzEqVKuX4LEQUurHwl8AqVapkzz33nOXk5NiRI0fs9ddft+bNmwfl3JUrV7YJEyZYXl6ebd++3d5//33bsmWLmZnNmzfPkpKS/HKeoUOHWn5+/l9+n3788cd24403+nyszp0729KlS83M7PPPPw/4SwyIiIiITlWbNm3MzKxp06aOz0JEoRsLfwmuWrVq9q9//cu2b99uZv95FPuuu+6yBg0aBOR8l112me3du9cOHz5sq1atspycHDt27JhNnjzZWrVq5ZdzRERE2PXXX2+HDx/+x+/VY8eO2ahRoyw+Pt7i4uJ8OnafPn1s/fr1dvz4cRszZoy53W7H70MiIiIqmVWoUMHMzPr16+f4LEQUurHwk0VGRlqvXr1s1qxZduTIETMz27hxo7344os2aNAgO+ussywiIqJQx65WrZpdeeWV9vPPP5uZmdfrNTOzZcuW2ciRI316en1BGjZs2MlznIrX67Xc3FxLTU21nj172oUXXnjK40dHR9vYsWMtLy/PUlNTrUmTJo7ff0RERFQy27Nnj/3rX/9yfA4iCt18wdvylSCxsbHq0qWLkpOT1aVLF5155pmSpCNHjmjDhg1KS0s7+b73+/fvV15envLz8xUVFaX4+PiT73mfkJCgevXqKTExUZKUn5+vlStXasKECfr000+VkZHh99kjIiKUmZmp0047rVC3z87O1o033qipU6ee8mOTkpI0efJkNWjQQHfeeadeeeWVQp0TAACgsJYsWaKNGzfq2muvdXoUACHKl1XeHYQ5ECJycnI0d+5czZ07V5JUrlw5nXPOOUpKSlKDBg2UkJCgVq1aKSEhQRUqVJDb7VZERITy8vKUnZ2t9PR0paen67ffflN2draqVq2qxYsXq1+/ftqzZ0/A5i5TpoxefPFFVaxYsdDHKFWqlF577TVFRUVp3rx52rlz599+bGpqqlq2bKknn3xSL7/8spo2baqbb75ZeXl5hT4/AABAQezatevkgysAUGg8pZ8KUlRUlE2YMMHMzJ577rmAv7VeXFycvfPOO75+m/pk69atdtttt1nlypVPef7BgwdbTk6Offvttz59PBEREZE/evHFF23NmjWOz0FEoZtPe7yvS5LTnww5X6lSpWzevHmWk5NjgwcPDvj53G63vfnmm4Ve7E+lTZs2Ps3Rpk0bS09Pty1bttgZZ5zh+P1ARERE4d+9995re/fudXwOIgrdfBEhwAdlypTR559/rtatW+uiiy7SW2+9FfBzjhkzRoMHDw7Y8T/88EOfrk2xdOlStWrVSnl5efr2229Vv379gM0EAAAgSWlpaapUqZJiYmKcHgVAMcbCj1MqVaqU5syZoyZNmujCCy/Ut99+G/Bz1q5dW926dQvoxSJjY2N9/tgdO3aoY8eOOnz4sObPn686deoEbC4AAID09HRJUrVq1RyeBEBxxsKPf+R2u/Xxxx+refPm6tq1q5YtWxaU8zZv3lytWrUK6DkqVKigZ555xuePz8jIUJcuXXTkyBHNnz9fCQkJAZwOAACUZCcWfv69AaAoWPjxj1544QV17NhRPXv2DMqy37BhQ910002aNm1awM8VGRlZ4L9EMzMzdf7558vtdmvmzJk8zQ4AAAREWlqaJHGlfgBFwsKPv3XDDTfo5ptv1s0336xvvvkm4OerWrWqpk2bptdee61AT7cPtl27dql3795q3ry5JkyY4PQ4AAAgDO3fv1/Hjx/nEX4ARcLCj7903nnn6ZVXXtHLL7+siRMnBuWcc+fOVfPmzYNyLknyeDzatGlToW67YsUKXXfddbrmmmt0xx13+HkyAACA/zytn0f4ARSF2+kBEHoqVKigDz74QN99951GjhwZlHN269ZNtWrVCsq5TsjLy9P69esLffv33ntPTZo00TPPPKPFixdr+fLlfpwOAACUdOnp6TzCD6BIeIQf/+PFF19UbGysBg0aJI/HE/DzRUVFKTk5WZUqVQr4uf4oLi5OvXr1KtIxxowZo5UrV+qtt97i9fwAAMCvWPgBFBULP/6kZ8+euuqqq3TbbbedvDpsoP3f//2fbrrppqCcy9+8Xq+uvfZa1alTRw899JDT4wAAgDCSlpbGU/oBFAkLP06qUKGCJkyYoNmzZ2vKlClBOWdUVJRGjRoVlHMFytq1a/Xwww/rrrvuCvhbCQIAgJKDR/gBFBULP066//77Vbp0ad14441BO2dkZKQ6duwYtPMFytNPP62ffvpJL730ktOjAACAMJGWlqbKlSsrKirK6VEAFFMs/JAknX766Ro+fLiefvrpoD2VX5L69+8vt7v4XzvS6/XqrrvuUuvWrdW7d2+nxwEAAGHgxL/JqlWr5vAkAIorFn5Ikh555BEdOHBA//73v4N2zujoaA0ePDhsfms9f/58ffnll3r88ccVGRnp9DgAAKCYO7Hw8zp+AIXFwg81atRIV111lR555BFlZ2cH7bw33nijOnfuHLTzBcPo0aN11lln6ZprrnF6FAAAUMylpaVJEq/jB1BoLPzQXXfdpe3bt2vixIlBPW9ERIRcLldQzxloK1eu1EcffaS7777b6VEAAEAxt2/fPuXl5bHwAyg0Fv4SrmLFihowYIDGjRunvLy8oJ23du3aevjhh4N2vmB68cUX1aBBA3Xp0sXpUQAAQDFmZkpPT+cp/QAKjYW/hLv22mslSW+++WZQz+t2u1WuXLmgnjNYFi1apDVr1mj48OFOjwIAAIo53poPQFGw8JdgLpdLw4YN0/Tp07Vv376gnvvZZ58N6vmCbdy4cerVq5eqV6/u9CgAAKAY4xF+AEXBwl+CnXfeeapbt64mTJgQ9HM3b9486OcMpqlTp+r48eMaNGiQ06MAAIBibPfu3TrttNOcHgNAMcXCX4IlJycrLS1N33//vdOjhJ0jR47oiy++UHJystOjAACAYiwrK0tlypRxegwAxRQLfwnWq1cvzZ49W2bm9ChhKSUlRW3atFGVKlWcHgUAABRTR44cUXx8vNNjACimWPhLqIYNG6pevXqaPXt20M/dsWPHEvGb6jlz5kiSLrnkEocnAQAAxRWP8AMoChb+EuqSSy5Rdna2vv7666Cfe8CAAapYsWLQzxtse/fu1ZIlS9SjRw+nRwEAAMVUVlYWj/ADKDQW/hKqTZs2Wr58uXJycpwexTF5eXlav359QM/x7bffqnXr1gE9BwAACF9ZWVmKjIxUXFyc06MAKIZY+EuopKQkpaamOj2GozwejzZv3hzQc6Smpqp69eqqWrVqQM8DAADC05EjRySJp/UDKBQW/hKoYsWKOuOMM7RixQqnR3FUTk6OFi1aFNBznPilSlJSUkDPAwAAwlNWVpYkFn4AhcPCXwK1aNFCkkr8I/xer1c7d+4M6Dl+++037du3j4UfAAAUyomFn9fxAygMFv4SqGHDhsrJydGvv/4a9HO7XC5FRJSsb7s1a9borLPOcnoMAABQDPGUfgBFUbI2L0iSEhMTlZ6eLjML+rkvvvhiDR48OOjndVJaWpoSEhKcHgMAABRDPKUfQFGw8JdACQkJSk9PD/p5o6OjNXDgQMXExAT93H9lypQpQfmlBws/AAAoLJ7SD6AoWPhLoBOP8BdVx44d9cMPP6hevXqn/NjY2Fi9/vrrGjhwYJHP6y9Tp04NynnS09OVmJgYlHMBAIDwcvToUUk8wg+gcNxOD4Dgq1atmn755ZciHSMqKkopKSkqW7as+vbtq+3bt8vMNGvWLOXm5v7pY8uVK6dx48bpyiuvLNI5/WnNmjXav39/UM6Vnp6uMmXKqHTp0if/0gYAAPBFfn6+jh49ysIPoFBY+EuguLi4kxeAKSyv16sXXnhB999/v5588km5XC7l5+ercuXK/7NI16xZM6SW/c2bN2vQoEHatm1bUM53YsmPjY1l4QcAAAWWlZXFwg+gUHhKfwnkdrvl8XiKdIz8/Hw9+uijSkhIUEJCgq6++mqtXr1aXq/3fz62Tp06RTqXv+3Zs0erV68O2vlOfK3dbn6/BgAACi4rK4vX8AMoFBb+EsjlcvnlOHl5ecrMzFRmZqamTJmic845R4cOHfqfjxs/frxfzucPZqYPPvjAkXP76+sOAABKliNHjvAIP4BCYeEvgfLy8oL2aHNcXJwiIkLn2+zo0aOaPHlyUM954mudl5cX1PMCAIDwwFP6ARRW6GxiCJqcnByVLl06KOd6+eWXVbVq1aCcyxfXX3/9Xz4LIZBKlSol6T9fdwAAgILiKf0ACouFvwTKyMhQtWrVgnKuUHrd+pIlS/TDDz8E/bwJCQk6cuQIF+wDAACFwiP8AAqLhb8ESktLU0JCQsDP07FjR1100UUBP4+v1q9fry1btgT9vAkJCUpLSwv6eQEAQHjgNfwACouFvwRKT08PysL/zTff6Msvvwz4eUJdYmKi0tPTnR4DAAAUUzzCD6CwWPhLoBMLf0m7arxTF81j4QcAAEWRk5Oj6Ohop8cAUAyx8JdAGzduVFxcnOrUqeP0KEHz6aef6rbbbnPk3I0bN9bGjRsdOTcAACj+8vPzQ+pdjwAUH/zkKIFSU1MlSUlJSQ5PEjxbt25Vbm5u0M9bs2ZNVa5cWStWrAj6uQEAQHhg4QdQWPzkKIH27t2r3377TS1btnR6lKD59NNPHTnviV+qnPglCwAAQEGx8AMoLH5ylFCpqakl6hH+nTt3OnLepKQkpaen8xp+AABQaPn5+YqMjHR6DADFEAt/CbVs2TK1atVKMTExAT3PK6+8ooMHDwb0HP/EzDR58mTt2LHDkfOfd955Wr58uSPnBgAA4YFH+AEUFj85Sqg5c+YoPj5enTp1Cuh5rrvuOpUrVy6g5/g7ZqYJEybopptuUlZWVtDPX7FiRbVv396xlxMAAIDwwMIPoLD4yVFCrV27Vlu2bFFycnLAztG4cWO1b9/esbf/y83N1Z133unIxfokqVu3bnK73Sz8AACgSFj4ARQWPzlKsJSUFPXs2TNgx2/UqJGaNGkSsOOfisvlUvny5R07f3JyspYtW6aMjAzHZgAAAMUfCz+AwuInRwmWkpKimjVrqlWrVn4/dnR0tDp06OD34xZ0hilTpjhy7lKlSqlbt26aPXu2I+cHAADhg4UfQGHxk6ME++abb/Tbb7/pxhtv9Pux4+PjNXz4cL8ft6BcLpcjLym48sorVbp0acd+4QAAAMKH1+vlKv0ACoWFvwTLz8/X+PHjdcUVV6hChQpOjxMQHTp00M033xz08w4fPlyffvqptm/fHvRzAwCA8OJyuWRmTo8BoBhi4S/hJk2apMjISA0ePNjpUQIiKipKcXFxQT1nmzZtdM4552jcuHFBPS8AAAhPERERys/Pd3oMAMUQC38Jt2fPHn344Ye6+eab/fpUscOHD+vBBx/02/GKkxEjRmjz5s368ssvnR4FAACEARZ+AIXFwg89++yzqlu3rl8f5fd4PPrll1/8drzC2rNnjzZu3Bi08zVp0kQDBgzQs88+y1PvAACAX7DwAygsFn7oxx9/1LRp0/TQQw8pNjbW6XH8as2aNUpJSQna+R5//HFt3rxZEydODNo5AQBAeGPhB1BYLPyQJN1///2qWrWqbr31VqdH8ZvNmzfr6quvDtr5OnTooB49emjMmDHyeDxBOy8AAAhvERER8nq9To8BoBhi4Yek/yzHr7/+ukaPHq3KlSs7PU6RfPTRR1q1apV69OihXbt2BeWcEREReuaZZ7Ry5Up9+OGHQTknAAAoGXiEH0BhsfDjpIceekgej0evvvqqX47n8XgceaT7oYce0uWXX64NGzYE7Zy33XabWrVqpREjRvDafQAA4Fcs/AAKi4UfJ+3du1fDhw9X//791b9//yIfb9asWZo2bZofJvPdzz//rH379mnTpk1BO+eZZ56pxx57TC+99JIWL14ctPMCAICSITIykoUfQKGw8ONPPvroI3344Yd69dVXi/zU/vz8/KD/5TRhwgRlZGQE7XwRERGaPHmydu7cqfvuuy9o5wUAACUHj/ADKCwWfvyPm2++WZL09ttvKyKi+HyLLFy4UO+8805QzzlmzBi1bdtWQ4YM0bFjx4J6bgAAUDKw8AMorOKzzSFo9uzZoyuvvFIXXXSRnnjiCafH8cnHH3+sDz74QIcPHw7aOfv06aOHH35Y999/vxYtWhS08wIAgJIlLi6OBxYAFIrb6QEQmr766ivdeeedeuGFF7RmzRpNnTrV6ZH+ltfr1YsvvqiFCxcG7ZxNmzbVlClT9MEHH+jxxx8P2nkBAEDJU6ZMGR05csTpMQAUQyz8+FsvvviimjZtqjfeeEO//vqrli5d6vRI/yM7O1v33HOPvv3226Cds0qVKvrkk0+0ceNGDRkyJGjnBQAAJVN8fLyysrKcHgNAMcRT+vGPhg0bpuXLl2vu3Llq3ry50+P8j23btumVV14J2uvaKlWqpK+++krR0dHq3bu3srOzg3JeAABQcpUpU4aFH0ChsPDjH+Xm5qpHjx7atGmT5s2bV+Cl/8CBAwFbxg8ePKhrr702IMf+K5UqVdK8efNUpUoVdenSRTt27AjauQEAQMnFwg+gsFj4cUpZWVnq2rWrtmzZovnz56tVq1Y+33bkyJHavXt3QOYaNWqUli9fHpBj/7eqVatq4cKFSkxM1AUXXKCNGzcG5bwAAAC8hh9AYbHwwycHDx7UhRdeqLVr12rBggW67LLLfLqdmcnj8QR4usBq3ry5li9frgoVKqhjx476+eefnR4JAACUILyGH0BhsfDDZ4cPH9aFF16omTNn6oMPPtDYsWPlcrlOebv+/fv7fZb9+/cH7JkDf9S/f38tXrxYmZmZatWqFY/sAwCAoOMp/QAKi4UfBZKTk6OrrrpKd999t+677z7NmjVL5cuX/8fbbN68WfPmzfPrHPPnz9fs2bP9esw/ioyM1KOPPqrp06dr1qxZ+r//+z+lpaUF7HwAAAB/h6f0Ayg085Ekoj/VvXt3O3DggO3cudO6d+/+jx9btWpVW7Bgga/fbv9ox44dVq9evYB9Xo0aNbIffvjBPB6P3X333Y5/nYmIiKjkFhkZaWZmgwcPdnwWIgqtfMEj/Ci0uXPnqnHjxlq9erXmzJmjyZMn/+2j/ZmZmerevbumTJmiX3/9tVDnO3DggKZNm6bzzz+/0Mf4J5GRkRo9erRSU1NVqlQptW3bVk8//bTfzwMAAOCr+Ph4SeIp/QAKx9dHVRUCv8Gg0G3w4MF28OBBS0tLs6FDh5rb7f7bj23durXt3r3bp++7/Px8y8/Pt3Hjxtkll1wSsPkvvvhiW7VqlXk8Hnv88cctJibG8a8pERERUY0aNczM7OKLL3Z8FiIKrXzh+n2ZPyVfLs6Gkq169ep66qmnNHDgQG3cuFFjxozRRx999JcfW6lSJfXr10/Dhg37x2PedNNN2rJliw4fPqycnBy/z9yqVSs9+eST6ty5sxYtWqQ77rhDK1as8Pt5AAAACuOss87SunXr1L59ey1ZssTpcQCEEJ9WeR7hJ3/XrFkzmzNnjpmZrVixwq666qqQesTc5XLZRRddZCkpKWZmtnr16oA+e4CIiIiosJ177rlmZtakSRPHZyGi0MoXvIYffvfTTz/pkksuUceOHbV3716988472rVrl55++mnVqVPHsbkqVqyokSNHatOmTfriiy90+umn66qrrlLz5s01Z84cx+YCAAD4O2XKlJEkrtIPoFB4Sj8Crl69errpppt07bXXqmLFilqxYoVmz56tlJQU/fjjjwE9d61atdSzZ08lJyerU6dOys/P14cffqhx48bp+++/D+i5AQAAiqpXr176+OOPVblyZe3du9fpcQCEEF9WeRZ+BE1cXJx69+6t5ORkdevWTeXKldP27dv1zTffKDU1VampqVq1apWOHj1aqONHRUWpUaNGSkpKUlJSktq3b6+mTZsqNzdXCxYs0OzZszV9+nTt2bPHz58ZAABAYAwaNEhTpkxRbGysjh8/7vQ4AEIICz9CVlRUlM477zz17NlTbdq0UbNmzRQXF6f8/Hxt2bJFO3fuVHp6utLS0pSenq4jR44oLy9PZqaoqCjFxcWpWrVqSkhIUEJCghITE3XmmWcqJiZGXq9X69ev1w8//KC5c+fqiy++4K1sAABAsXTTTTfp5ZdfVlRUlNOjAAgxLPwoNtxut8466yy1bNlSZ599thITE08u8omJiYqLi5Pb7ZYkeb1e5ebmKiMj4+QvBNLS0vTLL78oNTVVP/30k7Kzsx3+jAAAAIrurrvu0ujRo1WxYkWnRwEQYnxZ5d1BmAM4JY/HozVr1mjNmjX/+HEul8u3t58AAAAIA2XKlOGZigAKjav0o1hh2QcAACVJfHw8V+gHUGgs/AAAAECIKlu2LI/wAyg0Fn4AAAAgRFWtWlWZmZlOjwGgmGLhBwAAAEJUQkKC0tPTnR4DQDHFwg8AAACEqMTERBZ+AIXGwg8AAACEoIiICFWpUkVpaWlOjwKgmGLhBwAAAEJQlSpVFBkZySP8AAqNhR8AAAAIQYmJiZLEI/wACo2FHwAAAAhBCQkJksQj/AAKjYUfAAAACEGJiYnyer3avXu306MAKKZY+AEAAIAQlJCQoN27d8vr9To9CoBiioUfAAAACEEJCQk8nR9AkbDwAwAAACEoMTGRC/YBKBIWfgAAACAE8Qg/gKJi4QcAAABCEI/wAygqFn4AAAAgxERERKhq1ao8wg+gSFj4AQAAgBBTuXJlud1uFn4ARcLCDwAAAISYhIQESeIp/QCKhIUfAAAACDEnFn4e4QdQFCz8AAAAQIhJTExUfn6+MjMznR4FQDHGwg8AAACEmISEBO3Zs0cej8fpUQAUYyz8AAAAQIjhLfkA+AMLPwAAABBiEhISeP0+gCJj4QcAAABCTM2aNbVr1y6nxwBQzLHwAwAAACGmfv362rRpk9NjACjmWPgBAACAEFKtWjWVKVOGhR9AkbHwAwAAACGkfv36ksTCD6DIWPgBAACAEFK/fn15vV5t3rzZ6VEAFHMs/AAAAEAIadCggbZu3aq8vDynRwFQzLHwAwAAACGEC/YB8BcWfgAAACCEsPAD8BcWfgAAACBEREZGqm7dutq4caPTowAIAyz8AAAAQIioXbu2oqKieIQfgF+w8AMAAAAhokGDBpJ4Sz4A/sHCDwAAAISI+vXrKzs7W7t27XJ6FABhgIUfAAAACBH169fXL7/8IjNzehQAYYCFHwAAAAgR9evX54J9APyGhR8AAAAIEbwlHwB/YuEHAAAAQkCpUqVUs2ZNFn4AfsPCDwAAAISAM888UxJX6AfgPyz8AAAAQAioX7++JBZ+AP7Dwg8AAACEgPr162vPnj06cOCA06MACBMs/AAAAEAIaNCgAY/uA/ArFn4AAAAgBHCFfgD+5nZ6AAAAisLtdmvIkCGKjIyUJK1Zs0aLFi1yeCoAKLgGDRro448/dnoMAGGEhR8AUKyVLl1aL730kmJiYiRJ27Zt08qVKzV48GAdPXpU+fn5Dk8IAKdWu3ZtlS9fXqtXr3Z6FABhhKf0AwCKtfvuu09RUVEn/+/atWurb9++SktL07///W+VKlXKwekAwDdJSUmSpNTUVIcnARBOWPgBAMXamDFjNGnSpP/57/Hx8RoxYoRq164d/KEAoICSkpK0c+dOZWZmOj0KgDDCwg8AKNby8vJ05513qkmTJlq1apUyMjJ0/Phx5ebmauzYsdq8ebPTIwLAKSUlJfHoPgC/c5mZ+fSBLlegZwEAwC/uuOMORUdH66mnnnJ6FADwyd69e/Xiiy9q7NixTo8CoJjwZZXnon0AgLDz73//2+kRAMBntWvXVqVKlXiEH4Df8ZR+AAAAwEFcsA9AoLDwAwAAAA7ign0AAoWFHwAAAHAQF+wDECgs/AAAAICDWPgBBAoLPwAAAOAQLtgHIJBY+AEAAACHcME+AIHEwg8AAAA4hAv2AQgkFn4AAADAIbx+H0AgsfADAAAADmHhBxBILPwAAACAA7hgH4BAY+EHAAAAHMAF+wAEGgs/AAAA4AAu2Acg0Fj4AQAAAAfw+n0AgcbCDwAAADiAhR9AoLHwAwAAAEHGBfsABIPb6QEAAACKi6pVq+r0009XQkKCEhMTT/5vtWrVVKpUKbndbrndbpmZPB6PPB6PDh06pPT0dKWlpf3pf7du3aqsrCynPyU4pEOHDpKkZcuWOTwJgHDGwg8AAPAXEhMTlZSUpKSkJLVs2VJJSUmqVq3ayT/3eDzKyMhQWlqaMjIylJGRoby8PHm9XklSVFSUoqKiVL58eXXo0EEJCQmqUqXKn86xadMmpaamKjU1VStWrNCqVat0+PDhoH6ecEanTp20evVq7du3z+lRAIQxFn4AAABJsbGxOv/885WcnKzu3burRo0akqTdu3crNTVVb7zxhlauXKmtW7cqLS1Ne/fulZkV6BxRUVGqWrWqEhMT1aBBg5O/UEhOTlbp0qUlSatXr9bs2bOVkpKiH374ocDnQPHQqVMnzZkzx+kxAIQ5l/n4t4jL5Qr0LAAAAEFVuXJl9ezZU8nJybrwwgtVqlQpbdq0SbNnz9Z3332n1NRU7dy5M+BzREREqGHDhkpKStL555+vSy65RKeddpoyMjL06aefKiUlRfPmzVNOTk7AZ0Hg1axZU9u3b1ffvn01a9Ysp8cBUEz5tMqbjyQRERERhUXnnXeeTZs2zXJzc83j8di3335ro0aNsvr16zs+mySLiIiw9u3b21NPPWXr1683M7O9e/fa008/bXXq1HF8PipaV111lZmZVaxY0fFZiKj45tMez8JPREREJaEyZcrYsGHDbM2aNWZmtmHDBhsxYoSddtppjs92qho0aGBPP/207d2718zM5s6daz169LCIiAjHZ6OCN2nSJPvxxx8dn4OIincs/ERERFTiq1Chgj355JN2+PBhy8vLs48++si6dOni+FyFKTY21q655hpbtmyZmZlt3brVrrvuOouMjHR8NvK9LVu22AsvvOD4HERUvGPhJyIiohJbXFyc3XPPPbZ//37Lysqyxx57zKpXr+74XP6qZcuWNm3aNDMzW79+vfXt29fxmejU1apVy8zMevXq5fgsRFS8Y+EnIiKiEpfb7bYbbrjBdu3aZbm5ufbyyy9blSpVHJ8rUJ1zzjn2+eefm5nZ0qVLrVOnTo7PRH/f1VdfbV6v1ypUqOD4LERUvPNFhAAAAMJEq1at9OOPP2rChAlasGCBGjRooFtvvVW7d+92erSAWbVqlbp27aouXbrI5XJpwYIFmjlzpqpWrer0aPgLnTt31urVq3XgwAGnRwFQArDwAwCAYi8mJkZPPvmklixZouzsbJ1zzjkaNGiQtm7d6vRoQbNgwQK1bt1aAwYMUPv27bV27VpdccUVTo+F/9KpUyctWLDA6TEAlBQ8pZ+IiIiKc61atbK1a9daTk6O3XvvvVzATrJKlSqdfH3/zJkzrWrVqo7PRP//9fvJycmOz0JExT+e0g8AAMJWZGSkHnvssZOP6iclJenJJ5+U1+t1ejTH7du3T1dccYUuvfTSk4/29+3b1+mxSrzOnTsrPz9f3377rdOjACgpeISfiIiIilvly5e3zz//3PLy8uy+++7jUf1/qFKlSvbhhx+amdkjjzxiLpfL8ZlKam+99ZalpqY6PgcRhUc+7fEs/ERERFScatCggW3cuNH27dtn559/vuPzFJfuuece83q9NmvWLIuPj3d8npLYtm3b7LnnnnN8DiIKj3zBU/oBAECx0a1bNy1btkx5eXlq1aqVvv76a6dHKjaeeuopJScnq0uXLlqyZInOOOMMp0cqUWrXrq1atWpp4cKFTo8CoARh4QcAAMXCiBEj9Omnn+rbb79V27ZttXnzZqdHKnbmzJmjNm3aKC4uTj/88IPatWvn9EglBq/fB+AEFn4AABDy/vWvf+nFF1/Uc889p969eysrK8vpkYqt9evXq1WrVlqzZo2++OILderUyemRSoROnTpp1apVOnTokNOjAChBWPgBAEBIe+SRR/Too4/q/vvv19133638/HynRyr2Dhw4oO7du2vx4sWaO3euLrroIqdHCnudOnXi6fwAgo+L9hEREVGodv/995uZ2d133+34LOFYTEyMzZ4927Kzs61z586OzxOu1alTx8zMLrnkEsdnIaLwyac9noWfiIiIQrFRo0aZmdno0aMdnyWci4mJsc8//9yOHDli7du3d3yecOy6664zj8dj5cqVc3wWIgqffOH6fZk/JZfL5cuHAQAAFNnll1+uadOmnXwqPwIrLi5Oc+fOVdOmTdWqVSsuiOhnM2bMUEJCAhdJBOBXvqzyLPwAACCktGjRQosWLdJHH32kq6++2ulxSoxy5cpp2bJl8nq9atOmDRdG9JOYmBjt27dPY8eO1VNPPeX0OADCCAs/AAAoVqpWraoVK1YoLS1NHTt2VE5OjtMjBVSZMmVUq1YtTZs27U///eDBg0pOTtaBAweCOk/9+vW1bNkyLVq0SL169eICiX7QrVs3zZ07V2effbbWr1/v9DgAwohPqzyv4SciIqJQKDo62hYvXmy7du2yxMREx+cJRs8+++zf/ttrypQpjszUtWtX83q99vjjjzv+9QmHXnvtNfv1118dn4OIwi+f9ngWfiIiIgqFJk6caMeOHbNWrVo5Pksgi4yMtJiYGHvnnXds48aNf/tvr99++806dOjgyIx33nmnmZkNGDDA8a9XcW/nzp32/PPPOz4HEYVfLPxERERULOrbt6+ZmQ0ePNjxWQJVrVq1rFevXrZ//37bv3+/T//+euCBB6xRo0aOzPvuu+/awYMHrXr16o5/7YprLVq0MDOzTp06OT4LEYVfvuA1/AAAwFGVKlXS2rVr9f3336tPnz5Oj+NX7du314UXXiiXy6Vu3brp3HPPLfAxMjIyNGHCBB0/flxPPfVU0F5XX65cOa1du1arV69W9+7dg3LOcPPQQw9pxIgRqlKlijwej9PjAAgzPq3yPMJPRERETjZt2jTbt2+fVa1a1fFZilrZsmWtYsWKNnbsWFu+fLnt2LHD139qnZLH47EXXnjBYmJigvb5dO/e3czMrr32Wse/tsWxlStX2tSpUx2fg4jCM5/2eF//knH6kyEiIqLw68RT+a+88krHZylKFSpUsAEDBtjGjRvN6/Vafn5+IVZ631x33XVB/dwmT57MU/sLUc2aNc3M7LLLLnN8FiIKz3za4339y8XpT4aIiIjCq0qVKllGRobNmjXL8VmK0rBhw2z27NmF294LYfHixUG9gn65cuVs586dNnfuXMe/1sWp4cOHW25urpUtW9bxWYgoPPMFr+EHAACOePHFF3X11VerYcOGyszMdHqcAqlatarOPPNMTZ8+XRUqVFBsbGxQz79161a1a9dOGRkZQTlfjx49NHv2bPXo0UNz5swJyjmLu88++0xut1sXXnih06MACFM+rfK+/jZZIfAbDCIiIgqPzjjjDDt+/Ljde++9js9SkCIiIuz222+3BQsWFOrReX969tlng/q5f/3117Z69WqLiIhw/H4I9cqUKWPHjx+3W2+91fFZiCh884VbAAAAQfbII49o3759eumll5we5R9FRkYqLi5OVapU0eTJk+VyudSuXTtFRkY6PZqio6MVGRkpr9cblPONHj1ay5Yt08CBAzVlypSgnLO4uuiiixQdHa3Zs2c7PQqAEo6n9AMAgKBq2rSpVq1apeHDh2vChAlOj/OX6tSpo7POOksej+fk0hYVFeXwVH+Wn5+vMWPGaP78+Vq2bFlQzjljxgy1aNFCDRo0UG5ublDOWRy9/fbbat68uZo1a+b0KADCmC+rPAs/AAAIqk8//VT169fX2WefHVLvTd60aVPddNNNkqQmTZqobdu2mjdvnrp27erwZP9s+/btuuaaa7Rw4cKAn6thw4b6+eefNXLkyJB/doZTIiMjlZmZqddee03333+/0+MACGMs/ADwFypWrKgzzjhDH374oSIiIv70Z4sXL9awYcN0+PBhh6YDwtu5556r5cuXa8CAAZo+fbpjc8THx6tatWqqU6eOXn/9dUlSqVKlVLlyZcdmKoqNGzeqS5cuSktLC/i5Jk6cqJ49e6pmzZo8yv8XzjvvPH377bdq3bq1li9f7vQ4AMKYT6u8rxeGUQhclICIyB89/PDD//jz7sYbb3R8RqJw7a233rLNmzc7cuG3qlWr2m233Wa33Xabvf32277+E6hY+Oijj6xcuXJB+TrWr1/fzMyuvPJKx7+fQrGnn37a0tPTzeVyOT4LEYV3vuCifQAgyev16vDhwxo4cKDWrFnj9DhAWKpUqZIGDBigBx54QPn5+UE997/+9S/16NFDbdq0Cep5g2X37t3Ky8sLyrk2bdqkr776SsOHD9d7770XlHMWJ8nJyZo9e7Zvj7wBQICx8AMocbZs2aKvvvrqT//to48+0jvvvKNjx445NBUQ/q699lpJ0ptvvhmU89WrV0+1a9eW9J+rpofrsi9J69evV3Z2dtDON27cOM2cOVPNmjXTTz/9FLTzhrr69eurQYMGGjVqlNOjAMB/+PpUMYXAUxaIiIioeOZyuWzz5s329ttvB/xckZGR9sQTT9gPP/xQqKfHF0fz58+3SpUqBe3+jIyMtJ07d9r48eMd/94KpUaNGmVHjx61uLg4x2chovDPFyz8REREFPC6du1qZmatW7cO2DkiIyNt2LBhtnHjRsvPzy/c5lyMffvttybJKlWqFJTXj99///125MgRK1u2rOPfX6HS4sWL7ZNPPnF8DiIqGfniz5enBgAACIAT18cI5PvF33TTTRo3bpzq169fIt9dqGbNmjr77LP15Zdf6pZbbtENN9ygChUqBOx8kyZNUunSpdWrV6+AnaM4OeOMM9SuXTtNmzbN6VEA4P/z9bfGCoHfYBAREVHxy+122/79++3hhx8O2Dmuv/56y8rKKvSj4+Hg6NGj9uOPP/7pvzVq1Cig9+33339vH374oePfY6HQmDFj7PDhwzydn4iCli94hB8AAARU+/btVaFCBaWkpPj92BEREWrTpo26du2q+Ph4vx+/OClVqpSaNWv2p//WokUL1atXL2DnTElJUdeuXRUTExOwcxQXgwYN0qxZs7j4K4CQwsIPAAACKjk5Wbt27dLKlSv9fuzY2FgtXLhQl156qd+PHQ7eeecd3XfffQE7fkpKiuLj49WpU6eAnaM4SEpKUoMGDTR16lSnRwGAP2HhBwAAARXI9yV/8cUXFR0d7ffjhpNevXrpwgsvDMix165dqy1btig5OTkgxy8uBg0apPT0dM2fP9/pUQDgT1j4AQBAwDRs2FD16tXT7NmzA3L8M844o0ReoK8gKlasqB49egTsFyOzZ88u0Qt/ZGSkrrjiCk2bNk1er9fpcQDgT1j4AQBAwJx33nnyeDxasGCB347pcrlUvXp1vfvuu2rcuLHfjhvObr31Vj3yyCMBOfaXX36pGjVqqHbt2gE5fqi74IILVLVqVb377rtOjwIA/4OFHwAABExSUpLWrVvn1wuZPffcc1qzZo2uvPJKVa1a1W/HDWcul0uXXHKJmjdvrlKlSvn12KmpqZL+c1+XRAMHDtT69esDco0KACgqFn4AABAwLVu2PLkQ+kt8fHxA318+XDVu3FirVq3S2LFj/foyiMzMTO3atatELvylS5dW3759uVgfgJDFwg8AAAIiOjpaTZo00YoVK/x2zI4dO6pXr15+O15JNGLECD3++OOKiory2zFXrFhRIhf+Xr16qXTp0nrvvfecHgUA/hILPwAACIjGjRsrOjrab4/wu91ude/eXVWqVPHL8Uoqt9ute+65R5dffrnfjpmamloiF/6BAwdq0aJF2rZtm9OjAMBfYuEHAAABkZSUJI/Ho59++qnIx7rkkks0adIk3XXXXX6YDC6XS9ddd53Kli3rl+OlpqaqUqVKqlWrll+OVxxUqVJFF110EU/nBxDSWPgBAEBA1KtXT9u2bVNOTk6RjtO4cWO99957uvrqq3kLPj/q2LGj6tev75djrVu3TtJ/7vOSYsCAAcrPz9eHH37o9CgA8LdY+AEAQEAkJiYqLS2tSMfo1q2bXx+Jxp9NmjTJL8dJT0+X9J/7vKQYNGiQPvvsM+3fv9/pUQDgb7mdHgAAAISnhISEQi/8J97XvHHjxrz1XgDVqVNHw4YN04QJE5Sfn1/o4xw/flz79+9XQkKCH6cLXWeeeaZatWql/v37Oz0KAPwjFn4AABAQiYmJWr16daFum5KSolatWvl5Ivy3+Ph4vfzyy4qOjtZLL70kMyv0sdLT00vMI/wDBw7UoUOH9Omnnzo9CgD8I57SDwAAAiIhIeHkU70L4pJLLtEZZ5wRgInwVyIjIzV27Fi53UV7HCg9Pb3EPMI/aNAgzZgxo8jXpwCAQGPhBwAAfhcXF6fy5csX6in9bdq0UeXKlQMwFf5OfHy8XnnllSIdIy0trUQ8wt+6dWvVrVuXq/MDKBZY+AEAgN+VL19ekrigWTHhcrnUtm1bNWrUqNDH2L9/vypUqODHqULToEGDtHPnTn3zzTdOjwIAp8TCDwAA/O7E08Pz8vIcngS+atKkiTp16lTo2+fl5RX5ZQGhLjo6WgMGDNB7771XpIscAkCwsPADAAC/i4qKkiR5PB6HJ0FBPPfcc6pZs2ahbuvxeMJ+4e/bt68qV66syZMnOz0KAPiEhR8AAPidy+WSpCJd9R3BFxMTc/K+K6j8/HxFRkb6eaLQMnz4cM2fP18bNmxwehQA8El4/xoWAAA44sQj++G+AOL/c7vdYf0SjiZNmui8885Tv379nB4FAHzGI/wAAMDvTiz8hXmK98qVK7nYXzHkdrvD+iUcw4YNU1pamj755BOnRwEAn7HwAwAAvzvx/uSlS5cu8G1nzZqlLVu2cFE0h9x///2Ful2pUqV07NgxP08TGsqUKaOrrrpKr7/+elj/UgNA+GHhBwAAfrd//37l5eWpWrVqhbr9+eefr8suu0z79u3z82Q4lapVqxbqdgkJCcrIyPDzNKHhqquuUmxsrN544w2nRwGAAmHhBwAAfmdmysjIUEJCQqFuf/jwYc2YMUNDhw5Vdna2n6fDP7nlllsKdbuEhASlp6f7eZrQMHz4cH388cdKS0tzehQAKBAWfgAAEBBpaWlKTEws0jFmzZqlq6++OmyfKh5OEhMTw3Ih/r//+z81atRI48aNc3oUACgwFn4A/6+9+w5vsl4fP36nSRejQJktCIjI3mUJKmWLQNkCAioOhrgVBXEdJ3L0CA5wISogiOAoypIls4wKKEs2CC2z0L2S3r8//NKfAzWUJJ+M9+u63peeI0nupNX2zvMkAQC3SE5OLvIR/t9bsGCBvPLKKy6YCO5isVikUqVKfnmE/95775U9e/bIqlWrTI8CAJeNhR8AALhFUlKSSxZ+kd+O9O/fv98l1wXXK1u2rAQHB/vdEf5KlSpJ3759OboPwGex8AMAALc4fvy4VK9e3SXXtXPnTunYsaMcOnTIJdeHS3viiSfk+PHjl325atWqiYjIiRMnXD2SUXfffbfk5eXJp59+anoUACgSFn4AAOAWO3bskDJlyhQug1fq119/lbi4ONmxY4dLrg9/lZaWVqSPQ2zWrJnY7XbZuXOnG6Yyw2q1ysiRI2XWrFmSlpZmehwAKBIWfgAA4BaJiYkiIhITE+Oy69y1a5f0799fjh496rLrxG/WrVsnX3/9dZEuGxMTI7t375acnBzXDmVQz549pUqVKjJt2jTTowBAkbHwAwAAtzh16pQcP35cmjdv7tLrPXDggMTGxkp8fLycPXvWpdcdqOx2uyxdulROnjxZpMs3b9688Akef3HvvffK+vXrOaMEgE9j4QcAAG6TmJjo0iP8Fx05ckR69eolo0aNErvd7vLrDzSqKufPny/SZUNCQqRhw4Z+tfDXqlVLOnfuzJv1AfB5LPwAAMBt3LXwX/Tll1/K4MGDJTU11W23EQiCg4OlS5cuRbpsgwYNJCQkxK8W/lGjRsmZM2dk/vz5pkcBgCvCwg8AANxmy5YtUrZsWaldu7Zbrl9VZf78+XLXXXfJxx9/7JbbwD9r06aN5OXl+c2p78WKFZPhw4fLhx9+KHl5eabHAYArwsIPAADc5ocffpCsrCzp0aOHW29nwYIFcu+998pNN90ka9eulZycHHE4HG69TfymZ8+esnr1asnOzjY9iksMGjRIIiIi5L333jM9CgBcMRZ+AADgNtnZ2bJ8+XKJi4vzyG0tXbpUOnXqJJGRkfLmm2+6/TYDXUREROEbKPqLMWPGyHfffccnQQDwCyz8AADAreLj46Vt27YSGRnpkdvLy8uT7Oxs+fLLL+W5557zyG0Gqq5du0pISIgsXLjQ9Cgu0aZNG2nWrBkfxQfAb1hUVZ36gxaLu2cBAAB+qGLFinLy5EkZNmyYzJo1y6O3bbVaZcyYMTJx4kQJDw/36G37koyMDGnQoMFlH9X+9NNPpWHDhtK0aVM3TeZZ8fHxUqNGDWnYsKE4+SsyABjjzH+nOMIPAADc6tSpU5KQkOCR0/r/zOFwyJtvvikPP/yw5Obmevz2fYWqSlJS0mVdxmq1Svfu3f3m6H6DBg2kZ8+e8uqrr7LsA/AbLPwAAMDtvvrqK+nevbuULl3ayO2///778vjjj0tBQYGR2/d24eHh8vjjj1/WZW666SaJjIyUr776yk1Teda4cePk6NGjMmfOHNOjAIDLsPADAAC3+/jjj8Vms8kdd9xh5PZVVd555x3573//a+T2vZ3NZpOWLVte1mXGjBkjmzdvlm3btrlpKs+5+uqrZdCgQfLaa6+J3W43PQ4AuAwLPwAAcLvTp0/L/PnzZfTo0cbeF8jhcMi3334rTz75pHz++edGZvBmdevWdXrpr1GjhnTr1k2mTp3q5qk8Y+zYsXLu3DmZPn266VEAwLXUSSJCREREVOTatm2rqqqdOnUyPkvp0qV15syZeu7cOWd/FQoIo0aNcurxmzRpkp47d07DwsKMfy2vtIoVK2p2drY++eSTxmchIrqcnMG79AMAAI/ZsWOHHDx4UPr27Wt6FBERqVq1qrz44osiInLVVVdJbGys2YEMOn78uNx2222yatWqf/xzYWFhcvz4cZkxY4aMHTvWQ9O5z8SJE2X06NFStWpVSU1NNT0OADjNqVXe2Wd8xQuewSAiIiLfbuTIkWq327VatWrGZ/lzcXFxRTss7ie++eYbpx6n4cOHq6rqNddcY/xrdqWVKlVKU1NTdeLEicZnISK63JzBa/gBAIDHzJo1S86ePSvPPvus6VH+IjU1Vc6ePWt6DCMKCgrk4MGD//rnQkJC5Omnn5avvvrKqT/v7e69914JCQmRN954w/QoAOAezj7rK17wDAYRERH5fmPGjFG73a716tUzPsufmzZtWtEOj/u4tLQ0DQ4O/tfH5/7771e73a516tQx/rW60sLDw/XUqVM6depU47MQERUlZ/AafgAA4FHBwcGyZ88e2blzp/Tu3dv0OH9QvXp1qVSpkoiIvPTSSyIicuzYMendu7eEhoZKeHi4yfHcJiMjQ6666iq5cOHC3/6ZEiVKyMGDB2XhwoVy9913e244NxkzZoxMmTJFrr32Wjl8+LDpcQDgsjm1yjv7zK94wTMYRERE5B8NHjxYVVXbtGljfJa/KygoqDCr1apdu3bVEydOFOH4uW/48ssv//HxeOaZZzQ7O1urVKli/GtzpdlsNj1y5IjOmjXL+CxEREXNGbyGHwAAeNzcuXNl+/btMnHiRNOj/K2CgoLCHA6HLF26VO68807Jzs42PZpbWK3Wv/1n5cqVk8cee0zefvttOX78uAenco/BgwdLtWrVvPr7DwBcgYUfAAB4nKrKE088ITfccIPcfvvtpsdx2tKlS+Waa66RypUrF/b222/7/CnhBQUFcuzYsb/955MnT5b8/Hx55ZVXPDiVe1gsFhk3bpwsXLhQdu7caXocAHArXsMPAACM+eSTTyQuLk7q168vSUlJpscpsipVqsiDDz74h/+vXLlycscdd5gZ6DKlp6dL2bJlJT8//y//rFevXvL111/L0KFDZfbs2Qamc62L96dNmzayceNG0+MAQJE5s8qz8AMAAGNKly4tu3btku3bt0v37t1Nj+NSxYsXl5YtWxb+79GjRxfex9DQ0H88hd7T7rvvPpk6depffnmMjIyUXbt2yaZNm7zuDRaLKiEhQXJyciQ2Ntb0KABwRZxa5Z19IxfxgjclICIiIv+rR48eqqp6++23G5/FndlsNg0NDdXQ0FB94YUX9LvvvtNDhw5d3jvrucGBAwe0fv36l5x51qxZeu7cOa1UqZLxx88VtW/fXlVVu3btanwWIqIrzRkc4QcAAMZdPLW/QYMGcuLECdPjeEzbtm2ladOmIiISFBQkEydO9OhH/yUlJUm/fv0kISHhL//M307lFxFZtmyZlC1bVmJiYkyPAgBXzJlVnoUfAAAYV7p0adm5c6ccPXpU2rdvL3l5eaZHMqJ69epy5513So8ePWTAgAGFv8wNGTJE7rjjDilevLhUrFix8M+rqhw5cuQPv/TZ7Xbp27evZGdny5IlS+Taa6/9y+1kZGTIqVOnpHfv3pd847prrrlGNm/eLGvWrJE+ffq44Z56XkxMjGzdulVuueUW+eKLL0yPAwBXzKlV3tnTvcQLTlkgIiIi/61ly5aanZ2tH330kfFZvLXGjRvrrl27VFV127Zt+vrrr6vNZvvbP//SSy/94fe5TZs26VtvvaV33HHH316mZMmSumvXLt27d6+WKlXK+H12VYsXL9a9e/dqUFCQ8VmIiFwRp/QDAACfMnToUJk5c6Y89NBDMmXKFNPjeKUGDRrIVVddJYcPH5a9e/f+458NDQ2VDh06FP7v/fv3y4EDB/72zwcFBck333wj119/vbRq1Ur27dvnsrlNio2NlVWrVkn//v1lwYIFpscBAJfgCD8RERH5XJMmTVK73a6dO3c2Pkug9fLLL6vdbve7N7VLSEjQTZs2GZ+DiMiVObXHs/ATERGRNxUUFKSLFi3SlJQUrV27tvF5AqWhQ4eqquojjzxifBZX1qdPH1VVbd++vfFZiIhcmTM4pR8AAHidiIgIWb9+vZQpU0ZuvPFGOXTokOmR/Frv3r3liy++kE8++UTuvvtu0+O4jNVqlZ9//ll+/fVX6dq1q+lxAMClnFnlgzwwBwAAwGVJS0uTTp06SUZGhqxcuVKqVq1qeiS/1a1bN/n8889l/vz5MmLECNPjuNTtt98udevWlXHjxpkeBQCM4Ag/AADwWpUrV5YffvhBrFardOzYkSP9LhYXFyfz5s2TRYsWyS233CJ2u930SC4TFhYm+/fvl3Xr1sngwYNNjwMALscRfgAA4NNOnDgh7dq1k7y8PFmzZo3Url3b9Eh+o3///jJ//nyJj4+XgQMH+tWyLyIyZswYqVixojz99NOmRwEAc3jTPiIiIvL2KlWqpDt37tSzZ89qhw4djM/j6z3++OPqcDh05syZarVajc/j6kqVKqXnzp3TqVOnGp+FiMhdObXHs/ATERGRL1S6dGldunSp5ufn65gxY4zP44uFhYXprFmzVFX1+eefV4vFYnwmd/Tiiy9qZmamVqpUyfgsRETuioWfiIiI/Cqr1aqvv/66qqq+9957GhwcbHwmXyk6Olo3b96smZmZessttxifx11VqlRJMzMz9aWXXjI+CxGRO2PhJyIiIr/sjjvu0JycHF2zZo1WrFjR+DzeXqtWrfTEiRN69OhRbdq0qfF53NnUqVP13LlzWqpUKeOzEBG5MxZ+IiIi8ttat26tycnJeubMGR04cKDxebyxkJAQfemllzQ/P1/Xrl2rFSpUMD6TO6tZs6bm5+fro48+anwWIiJ3x8JPREREfl25cuV07ty5qqo6f/58v19oL6fmzZvrzp07NTc3V5988km12WzGZ3J3c+bM0WPHjmlYWJjxWYiI3B0LPxEREQVE/fr101OnTumZM2f8+vXpzvT7o/pbtmzR+vXrG5/JEzVr1kxVVe+8807jsxAReSIWfiIiIgqYfn+0f9GiRdq4cWPjM3m6vn376t69ewPqqP7FlixZort37/bLjxkkIrpULPxEREQUcPXq1Uv37t2rqqqzZ8/WGjVqGJ/J3bVv3143bdpU+GRHoBzV//39V1Xt06eP8VmIiDwVCz8REREFZFarVe+++249fvy45uXl6dtvv+2X7+bftGlTXbp0qaqqJiQkaLt27YzPZKJNmzbpxo0bjc9BROTJWPiJiIgooAsPD9fHH39cU1JSNDs7Wz/++GNt2bKl8bmuJJvNpv369dMVK1aoquru3bu1d+/exucyVb9+/VRVA/bJDiIK3Fj4iYiIiES0dOnSOnbsWD106JCqqm7dulXvvPNODQ8PNz6bs0VHR+uzzz6rJ06cUFXVNWvW6KBBgwL6NethYWF66NAh/e6774zPQkTk6Vj4iYiIiH5XUFCQduvWTRcuXKgOh0NTUlL0/fff1x49enjl8l+hQgUdPny4fvPNN5qfn6/p6ek6depUbdiwofHZvKHnnntOc3JytGbNmsZnISLydM6w/N8y/68sFoszfwwAAMAnVK9eXUaMGCH9+vWTWrVqSVZWlnz//feycOFC+fbbb+XUqVNG5qpXr57ExcVJXFyctGrVSkRENmzYIHPnzpVPP/1U0tPTjczlbWrUqCG7du2S119/XZ566inT4wCAxzmzyrPwAwCAgFerVq3CJbtNmzZitVpl3759kpiYKImJibJ161bZtm2bpKWlufR2o6OjJSYmRpo3by4xMTESExMjlSpVkszMTFm6dKnEx8fLd999J2fPnnXp7fqD+Ph4ady4sdStW1eysrJMjwMAHsfCDwAAcJnKlSsnXbt2lZYtW0pMTIw0adJEihcvLiIi+/fvl8OHD0tycrIkJSX94a+ZmZmSn58vdrtdLBaLBAcHi81mkzJlykhUVJRERUVJdHR04V9r164tlSpVEhGR06dPFz65sGHDBlm5cqXk5uaafBi8Wo8ePWThwoXSr18/+fLLL02PAwBGsPADAABcoaCgIKlTp47ExMRI06ZN5aqrrvrD8h4WFubU9aSmpv7hCYJDhw4VLvnHjx93873wH2FhYbJr1y45cOCAdO3a1fQ4AGAMCz8AAICbXTyCHx4eLsHBwRIcHCwFBQWFR/svLvqcdu4azzzzjEyYMEEaNmwo+/btMz0OABjDwg8AAAC/Ub16ddm9e7dMnjxZnnzySdPjAIBRLPwAAADwG19//bU0a9ZM6tSpwxkTAAKeM6u8zQNzAAAAAFekW7du0qtXLxkwYADLPgA4iSP8AAAA8GqhoaGyc+dOOXLkiHTu3Nn0OADgFTjCDwAAAJ83duxYqVatmvTs2dP0KADgUzjCDwAAAK9VrVo12bNnj7z11lvyxBNPmB4HALwGb9oHAAAAn/bll19KixYtpG7dupKRkWF6HADwGpzSDwAAAJ/VtWtX6dOnjwwcOJBlHwCKgCP8AAAA8DohISGyc+dOOXbsmHTq1Mn0OADgdTjCDwAAAJ/06KOPSvXq1aVXr16mRwEAn8URfgAAAHiVqlWryp49e2Tq1KkyduxY0+MAgFfiTfsAAADgc77++mtp0aKF1K5dm9fuA8Df4JR+AAAA+JRbb71VevXqJX369GHZB4ArxBF+AAAAeIVKlSrJrl27ZMmSJTJkyBDT4wCAV+OUfgAAAPiMr7/+Wlq3bi3169eXc+fOmR4HALwap/QDAADAJ/z+VH6WfQBwDY7wAwAAwChO5QeAy8cp/QAAAPB6nMoPAJePU/oBAADg1TiVHwDchyP8AAAAMIJT+QGg6DilHwAAAF6LU/kBoOg4pR8AAABeaciQIZzKDwBuxhF+AAAAeBSn8gPAleOUfgAAAHidi6fy16tXT1JSUkyPAwA+iVP6AQAA4FV+fyo/yz4AuBdH+AEAAOARnMoPAK7DKf0AAADwGpzKDwCuwyn9AAAA8Aqcyg8AnscRfgAAALgVp/IDgOtxSj8AAACMslgssnDhQmnevDmn8gOAC3FKPwAAAIx6+OGHpXv37nLzzTez7AOAh3GEHwAAAG7RsmVLWbdunbzxxhvyxBNPmB4HAPwKp/QDAADAiFKlSsm2bdvk1KlTcsMNN4jdbjc9EgD4FU7pBwAAgBEffvihlClTRtq3b8+yDwCGsPADAADApUaNGiX9+/eXfv36ydGjR02PAwABi1P6AQAA4DKNGzeWhIQEmT59utx3332mxwEAv8Vr+AEAAOAxxYsXl8TERMnOzpbWrVtLbm6u6ZEAwG/xGn4AAAB4zDvvvCOVK1eWZs2asewDgBdg4QcAAMAVu+222+T222+XoUOHyv79+02PAwAQTukHAADAFapdu7YkJibKvHnz5M477zQ9DgAEBF7DDwAAALcKCwuTTZs2SXBwsDRv3lyysrJMjwQAAYHX8AMAAMCt/ve//8m1114rLVu2ZNkHAC/Dwg8AAIAi6d+/v4wePVpGjBghO3fuND0OAOBPOKUfAAAAl+3qq6+Wbdu2yZIlS2TQoEGmxwGAgMNr+AEAAOBywcHBsn79eomMjJRmzZpJWlqa6ZEAIODwGn4AAAC43CuvvCKNGzeWNm3asOwDgBdj4QcAAIDTevToIY8++qg89NBDkpiYaHocAMA/4JR+AAAAOKVOnTqSkJAgq1atkj59+pgeBwACGq/hBwAAgEuULl1aNm/eLLm5udKmTRtJT083PRIABDReww8AAIArZrVa5fPPP5fIyEhp2bIlyz4A+AgWfgAAAPyjSZMmSYcOHaRLly5y6NAh0+MAAJzEwg8AAIC/dccdd8gjjzwi9913n6xatcr0OACAy8Br+AEAAHBJ1113naxatUo++eQTGTlypOlxAAC/w5v2AQAAoEiqVKkiW7Zskf3790vHjh0lPz/f9EgAgN9h4QcAAMBlCw8PlzVr1kj58uWlRYsWcubMGdMjAQD+hHfpBwAAwGWbPn261K1bV9q2bcuyDwA+jIUfAAAAhcaNGyeDBw+WAQMGyI4dO0yPAwC4AkGmBwAAAIB36NGjh7z00kvyn//8R+bPn296HADAFeI1/AAAAJB69epJQkKCfP/999K/f3+nXhsKADCHN+0DAADAv4qMjJTNmzdLZmamtGnTRjIzM02PBAD4F7xpHwAAAP6R1WqVzz//XEqVKiWdOnVi2QcAP8LCDwAAEMBef/11adeunXTu3FmOHDliehwAgAux8AMAAASou+66Sx588EEZNWqU/PDDD6bHAQC4GK/hBwAACEA33nijfP/99/Lhhx/KmDFjTI8DALhMvGkfAAAA/qJRo0ayZs0a2bJli3Tr1k3sdrvpkQAAl4mFHwAAAH9QvXp12bBhgyQlJUlsbKxkZGSYHgkAUAQs/AAAAChUrlw5Wb9+vQQFBUnbtm3l9OnTpkcCABQRH8sHAAAAEREpXry4fPfddxIREcGyDwABgoUfAADAzwUHB8uCBQukTp060q5dOzl06JDpkQAAHsDCDwAA4McsFot89NFHEhsbK926dZPt27ebHgkA4CEs/AAAAH7stddek1tvvVUGDRokq1atMj0OAMCDWPgBAAD81GOPPSaPPPKI3HffffLFF1+YHgcA4GG8Sz8AAIAfGjZsmHz66afywgsvyDPPPGN6HACAi/GxfAAAAAGoW7duEh8fLzNmzJARI0aYHgcA4AYs/AAAAAGmVatWsmLFClm+fLn069dPHA6H6ZEAAG7Awg8AABBA6tSpI+vWrZPdu3dLly5dJCcnx/RI8ELh4eEiIpKdnW14EgBXwplVPsgDcwAAAMDNKleuLEuXLpXk5GSJi4tj2cclde7cWc6dOycpKSnSo0cP0+MAcDOO8AMAAPi40qVLy9q1a6VkyZLSpk0bSUpKMj0SvFC3bt1kxowZUrFiRRER+fnnn6VRo0aGpwJQVBzhBwAA8HNhYWESHx8vUVFR0rVrV5Z9/K1NmzbJ9u3b5ciRI3LvvfdK9+7dTY8EwM04wg8AAOCjbDabzJ8/Xzp37iwdOnSQTZs2mR4JAOAhzqzyNg/MAQAAABezWq0ye/Zs6datm/Tu3ZtlHwDwFyz8AAAAPsZqtcrMmTOlT58+MmDAAFm8eLHpkQAAXoiFH37HarVKrVq1pEqVKhIdHS3R0dESFRUlUVFRUrx4cbHZbGK1WsVut4vdbpeMjAxJSkqS5OTkwr8eO3ZMDhw44NRpMgAAeFJQUJDMmDFDBgwYIIMGDZJvvvnG9EgAAC/Fa/jh8xo0aCDNmzeXmJgYiYmJkcaNG0uxYsUK//m5c+cKF/mMjAyx2+3icDjEarWKzWaTUqVKFT4hUKZMmcLLpaeny7Zt2yQxMVESExNl8+bNsn//fhN3EQAAEfnt97Hp06fLbbfdJrfeeqvMmzfP9EgAAEOcWeVZ+OFzQkNDpX379hIXFyc9e/aUKlWqSEFBgezbt0+2bt0qiYmJsm3bNjl8+LCcPHlS8vLynL7usLAwiYqKkmuuuUaaNWtW+CTCNddcIyIiBw4ckPj4eImPj5f169eL3W53190EAOAPLBaLvPfee3LnnXfKsGHDZM6cOaZHAgAY5NQqr04SESJjWSwWvemmm/SLL77Q9PR0VVU9ePCgvvHGG9qxY0ctUaKEW2+/TJky2r17d502bZoeP35cVVVTUlL0008/1RtuuMH440NERP7ftGnT1OFw6LBhw4zPQkRE5nNqj2fhJ2+ubNmy+thjj+mBAwdUVXXbtm06btw4rVevnrGZLBaLxsTE6HPPPad79+5VVdWffvpJR48erSVLljT+mBERkf/11ltvqarq8OHDjc9CRETeEQs/+WzVq1fX6dOna3Z2tubk5Ognn3yirVq1Mj7XperQoYPOnz9f8/PzNS0tTadMmaIVK1Y0PhcREflHkydPVlXVe+65x/gsRETkPbHwk89VoUIFnTJliubm5mpSUpI+/vjjWrZsWeNzOVPlypX1P//5j6akpGhGRoY+//zzGhERYXwuIiLyzSwWi7799tuqqjpy5Ejj8xARkXfFwk8+U4kSJfS5557T9PR0PX/+vI4bN06LFStmfK6iVLp0aX3llVc0KytLz5w5ow8//LCGhIQYn4uIiHwni8Wi7777rqqq3n333cbnISIi74uFn3yijh076pEjRzQ7O1tfffVVLVOmjPGZXFF0dLS+++67mp+frzt37tTmzZsbn4mIiLw/i8WiH374oTocDr3jjjuMz0NERN4ZCz95dSVLliw8erFixQqtXr268ZncUYMGDXTr1q2an5+vL730Ekf7iYjobwsKCtIZM2ao3W7XoUOHGp+HiIi8NxZ+8to6dOigR44c0fT0dB01apRaLBbjM7kzm82mEyZM0NzcXP3555+1WbNmxmciIiLvymq16syZM9Vut+vgwYONz0NERN4dCz95ZY899pg6HA6/Pqr/dzVs2FATExM1Ozubz1EmIqLCrFarzpkzR/Pz83XAgAHG5yEiIu+PhZ+8qrCwMP30009VVfXFF1/0+6P6f1dISIh++OGHqqr63//+V4OCgozPRERE5rLZbDpv3jzNy8vTvn37Gp+HiIh8IxZ+8pqio6N106ZNmpWVpQMHDjQ+jzd0//33q91u10WLFmmpUqWMz0NERJ4vPDxc4+PjNTc3V+Pi4ozPQ0REvpMzLP+3zP8ri8XizB8D/qJ27dqyfPlyUVXp3bu3/Pjjj6ZH8hqdOnWSzz//XE6ePCmdOnWS5ORk0yMBADwkMjJSFi5cKI0aNZL+/fvL0qVLTY8EAPAhzqzyLPxwq/r168uKFSvkzJkz0rlzZzl58qTpkbzOtddeKytWrJCcnBzp2LGj/Prrr6ZHAgC4WZUqVWTp0qVSvnx56d69u2zZssX0SAAAH8PCD6Pq1q0rP/zwgxw/flw6d+4s586dMz3S3woNDS38Hnc4HJKfn+/R269evbqsXLlSVFVuvPFGOXHihEdvHwDgOfXq1ZMlS5aIw+GQLl26yP79+02PBADwQc6s8kEemAMB6OJR66SkJOnUqZNXLvvBwcHSsWNH6dy5sxw+fFhSUlIkJSVFZs6c6fFZjhw5IrGxsWK1WmXFihVSsWJFj88AAHC/6667TtauXSvnz5+XNm3asOwDANzL2Tft4yPEyNkiIyP1wIEDunv3bi1fvrzxef6uCRMmXPJ7ff/+/dq6dWutUKGCvv766zpx4kS12WwemalGjRp6/Phx3bx5s4aFhRl/jIiIyHX16NFDs7KydPXq1bxZKxERXXHOcHrhV1V97LHHjN8p8u5sNpsuX75cT58+rdWqVTM+z58rW7asdunSRffu3as5OTl/+71+8uRJPXTokKqqFhQU6C+//KIPPPCARxb/pk2bamZmps6aNcv440VERK7pjjvu0Pz8fF2wYIGGhoYan4eIiHw/ly78//nPf1RV9fXXXw/Yz0+nf2/KlCmal5enN954o/FZLtaqVSsdMWKEjhgxQhMTE539lr+kmjVremTmW265RVVVH3/8ceOPHxERXVnjxo1TVdVp06ZpUFCQ8XmIiMg/cobTC7+I6OjRo9XhcOisWbM0ODjY+B0k7+ruu+9WVdWRI0cancNms6nNZtPw8HCdM2eO7tu373L3+r/1ySefeOx+vPDCC+pwOPTmm282/rUlIqLLz2Kx6OTJk1VV9dlnnzU+DxER+VdO7fHOLjoXr7Rfv36ak5OjS5Ys0eLFixu/k+Qd1a9fX3NycnTq1KlGbj8oKEjbtGmjbdu21V9++UVTU1M1NTW1aFv9PxgyZIjH7pPFYtGvv/5aU1JSNCoqyvjXmIiInC8kJEQ/++wzdTgcxp8IJyIi/8ypPd7ZRef3VxwbG6upqam6adMmLVeunPE7SmazWq26ZcsW3blzp8dfl1ihQgV94YUXdNKkSWq324u8yDvrwoULGhcX57H7V6ZMGU1KStL4+HjjX2ciInKuEiVK6LJlyzQnJ0f79u1rfB4iIvLPnFGkhV9EtEmTJpqcnKy//PKLVq9e3fidJXONHz9e7Xa7tmjRwiO3Z7FYtHz58vrKK6/onj17iry8F9XZs2d1y5YtWq1aNS1WrJjb72/Pnj1VlU/KICLyhcqXL69bt27VCxcueNX72RARkf/ljCIv/CKiV199te7bt0+TkpK0UaNGxu8web769etrbm6uvvLKKx67zT59+njkaP6/KSgo0Dlz5mjp0qXdfp8//fRTTu0nIvLy+L2IiIg8mTOuaOEX+e2Z7C1btvBMdgBmsVg0ISHBrafyWyyWP9SnTx89c+ZMkZd0d/jss8/c/q7LF0/tX7BggfGvOxER/TXOfCQiIk/njCte+EX+/2vVsrOztV+/fsbvOHmmAQMGqKq65YmeRo0aaZMmTTQhIUFPnz5dWGZmZtG2cjdyOBx6+vRpfeihh9Rqtbrt8R48eLCqqrZp08b4156IiP5/7du319TUVN28eTPvbURERB7LGS5Z+EVEg4ODdfbs2aqq+tRTTxm/8+TebDab7tu3T7/99luXX/fAgQM1JyenCKu3WQUFBfrSSy/pU0895ZZT7y0Wi27btk3XrFlj/OtPRES/NXr0aM3Pz9fFixfz6UVEROTRnOGyhf9iEyZMUFXVefPmeeQNzchMI0aMUIfDoQ0bNnTZdVosFh00aJCeO3euaBu3F1m7dq1bTvO/6aabVFX15ptvNv49QEQUyAUHB+u0adNUVfWNN95w6xleREREl8oZLl/4RUR79+6t6enpum3bNq1atarxB4JcW3h4uJ44cUI//fRTl17v4MGD1eFwFGG99j7p6ek6YMAArVatmssf/1WrVumOHTvc/r4BRER06cqVK6erV6/W3NxcHT58uPF5iIgoMHOGWxZ+EdEGDRrooUOH9NSpU3r99dcbfzDIdd17772an5/v8jcl2rt3b5EXbG/1ww8/6HPPPefSx6l169aqqtqrVy/j3wtERIFWo0aN9PDhw3ry5EneU4WIiIzmDLct/CKiZcuW1VWrVmlubq7efffdxh8Qck07d+7UefPmueS6LBaL1qlTR6dMmaL5+flF26q9XH5+vr7++utau3Ztl30NNm7cqEuWLDH+vUBEFEj17dtXMzIyNDExUa+66irj8xARUWDnDLcu/CK/vbnb22+/raqqb775ptpsNuMPDBW9G2+8UVVVY2NjXXJ9gwYN0ry8vCKs0b4nNzdXn3jiCW3cuPEVP27Dhg1TVdWaNWsa/54gIvL3LBaLPvvss6qqOnfuXA0PDzc+ExERkTPcvvBfbOTIkZqXl6fLly/XyMhI4w8OFa25c+fq7t27r/h6/OkN+i7XL7/8csWv7Q8NDdWzZ8/qa6+9Zvx7gojInytevLjOnz9fVVWffPJJ4/MQERFdzBkeW/hFfjs6fObMGT1w4IDWr1/f+ANEl1elSpU0Ly9P77vvviu+rmuuucZvT+F3xpEjR7ROnTpX9Bi++uqreu7cOY40ERG5qWrVqun27ds1LS1N4+LijM9DRET0+5wRJB60Zs0aadGihWRmZsrGjRulZ8+enrx5XKEBAwaIqsrMmTOv+Lruv/9+sdlsLpjKN1WrVk3mzp0rderUKfJ1fPDBBxIZGSldu3Z14WQAABGRG264QbZs2SIlS5aU6667TuLj402PBADA5XP2iKS48JmI4sWL64IFC9ThcOj48eONPzNCzrVs2TJdvHjxFV/P888/H9BH93/v8OHDGhYWVuTHcufOnfrRRx8Z/94gIvKn7rnnHs3Ly9MVK1bwMkQiIvLanGFk4Rf54xvgzJkzh9OSvbyIiAjNy8vT0aNHX9H1VK9eXdesWVOk5dgf5efna//+/Yv8eL788st6+vRpDQoKMv49QkTk6/FGw0RE5Es5w9jCf7F+/fppRkaGbt26VatUqWL8QaNLd8stt6iqXtHHEJUsWVI3bNhQhLXYv505c0Z79epVpMe0devWqqp8FjQR0RVWtmxZXblypebl5ek999xjfB4iIqJ/yxkefQ3/pSxYsEDatm0r5cqVky1btsh1111neiRcQlxcnGzbtk1+/fXXIl3+qquuku+//56v7yWUK1dOunTpIuHh4Zd92c2bN8upU6ekV69ebpgMAAJDgwYNZPPmzdKgQQPp2LGjfPDBB6ZHAgDAJYwv/CIiO3bskBYtWsj+/ftl9erVMmLECNMj4U/atWsnS5cuLfLlb731VmnVqpULJ/Iv9957r1StWvWyL1dQUCDff/+9tGvXzg1TAYD/69evn2zYsEHS09OlefPmsnbtWtMjAQDgMl6x8IuInDlzRjp27CjTp0+X9957T+bMmSMlS5Y0PRZEpGLFilKlShXZunVrkS5vs9mkRIkSLp4KF23dulUaN24c0J96AACXKzQ0VN555x2ZP3++LFq0SNq2bSvHjh0zPRYAAK7l7OuMxYOvRbjllls0NTVVDxw4oDExMcZfGxHo3XzzzaqqWq1atSJd/tFHHy3CK9sDT+3atYv0+LZt21ZVVRs1amT8e4WIyBeqXbu2bt++XbOzs3XEiBHG5yEiIipKzvCaI/y/N2/ePGnatKmcP39eNmzYIA888IDpkQJaTEyMnDt3To4ePXrZlx0zZoy8+OKLbpjK/1it1iJdbvv27VJQUCAxMTEunggA/M/QoUNl69atEhISIi1btpT333/f9EgAALiNVy78IiKHDh2Stm3byjvvvCNTpkyRr7/+WsqUKWN6rIAUExMjiYmJRbpsixYtJCwszMUT+aeiPjGSmZkpe/fuZeEHgH9QvHhxmTFjhsycOVPmz58vLVq0kJ9//tn0WAAAuJXXLvwiInl5efLII49Iz5495frrr5ft27dLmzZtTI8VcOrVq1ekX4oaNGggTZo0cf1Afmr8+PFFvuxPP/0k9erVc+E0AOA/GjZsKFu2bJH+/fvLbbfdJsOHD5fMzEzTYwEA4HZevfBf9O2330qTJk3k2LFj8sMPP8i4cePEYrGYHitgREVFyfHjxy/7cvXr15fGjRu7YSL/9M477xT5sidOnJCoqCgXTgMA/mHkyJGyefNmycvLk+bNm8vMmTNNjwQAgMf4xMIvInL8+HGJjY2VV199VV566SVZsmSJVKhQwfRYfq9kyZJSokQJSU5ONj2K36tVq1aRL5ucnCzR0dEunAYAfFtERIR8/vnn8u6778pHH30krVu3ll9++cX0WAAAeJTPLPwiIg6HQ5566inp2rWrNG7cWHbs2CEdO3Y0PZZfu3jUOCkpyfAk+CdJSUkSEREhxYsXNz0KABjXvHlz2bZtm3Tt2lX69+8vY8aMkZycHNNjAQDgcT618F+0fPlyady4sezcuVOWLVsmzz//fJHf4Rz/7OJRY47we7eLXx9O6wcQ6B566CFZv369nD17Vpo2bSoLFiwwPRIAAMb45MIvInLq1Cnp2rWrPP300/Lkk0/KypUrpXLlyqbH8jvly5cXEZHTp08bnsT/zZ07t8iXPXXqlIgIL3MBELAiIyMlPj5e3njjDXnzzTfl+uuvl8OHD5seCwAAo3x24RcRKSgokJdfflnatWsnV199tWzfvl26d+9ueiy/EhoaKiLCqZAe0KFDBxk7dmyRLpubmysiIsHBwa4cCQB8wsVP8rnuuuuke/fuMnbsWMnPzzc9FgAAxvn0wn/R+vXrpUmTJrJx40b59ttv5bXXXmPxcRGbzSYiIna73fAk/i8mJkZq1qxZpMte/Ppc/HoBQCAICgqSCRMmyOrVq+Xw4cPSpEkTWbRokemxAADwGn6x8IuIpKSkSFxcnDz00ENy//33y/r166VOnTqmx/J5fPyhb1BVEfntl18ACARVq1YtfB+fl156STp06CAnTpwwPRYAAF7F77aDKVOmSNu2bSUiIkK2bdsmY8eOZQm6AhdPiSzKkeOFCxfK/PnzXT2S37Lb7UV+r4SLZ7RwCiuAQDBixAjZuXOn1KpVSzp37izPPvusOBwO02MBAOB1/HIT3rp1qzRp0kTeeustmThxIkf7r8DFBTIkJOSyL5uVlSWZmZmuHslvTZ06VZ5++ukiXfbiws9LLwD4s4tH9d977z2ZO3euNGjQQFauXGl6LAAAvJZfLvwiv73J3OOPPy5t27aVMmXKcLS/iM6dOyciImXLli3S5V977TVJSUlx5Uh+JycnR6ZOnSpPPvlkka+jXLlyIiJy9uxZV40FAF7l4lH9OnXqSNeuXWXEiBGSlpZmeiwAALybOklEfLawsDCdNGmSOhwO3bhxo9apU8f4TL5S/fr1VVX1uuuuK/J1JCUlOfttFnASEhK0dOnSarPZrujrNGDAAFVVLVWqlPHvGSIiV1a1alVdtmyZqqq+//77GhERYXwmIiIib8gZAXG4m6P9RZeUlCQiIlFRUUW+jnfffddV4/idZ599Vi5cuHDFp+JHRUVJVlaWpKamumgyADCPo/oAAFyZgNp4ExISeG3/ZTp//rzk5ORIdHR0ka/j888/lwsXLrhuKD+RkZEhOTk5Lrmu6OhoSU5Odsl1AYBpl3qt/rJly0yPBQCAzwmohV+Eo/1FcfLkySta+H/55ReZOHGiCyfyD5s3b5aDBw+65LqioqJY+AH4BY7qAwDgOgG75XK033n79u2TevXqXdF1LFiwQH766ScXTeQfsrKyJC8vzyXXVb9+fdm/f79LrgsATOCoPgAArhewC78IR/udlZiYKDExMVd0HQcOHJDOnTvzOfG/c/DgQTl9+vQVX09ISIg0bNhQtm7d6oKpAMDzOKoPAIB7sNkKR/v/TWJiolSpUkUqVKhwRddz4cIFmT17toumwkUNGjSQkJAQSUxMND0KAFwWjuoDAOBeLPz/h6P9f+/iInmlR/nz8vLkwQcflOnTp0tBQYErRvNZDodD0tPTXXJdMTExYrfbZceOHS65PgDwBI7qAwDgAc5+Xrh4wecMeqqwsDCdNGmSOhwOTUhI0KZNmxqfyXTnzp3Tp59+2mXX98EHHxThU+v9x/79+132WL777ru6Y8cO498jRETOVLt2bV2+fLmqqr7//vsaERFhfCYiIiJfzBkcvr6E3x/tL1asmGzdulXeeecdKVOmjOnRjFm3bp107NjRZdf36quviqq67Pp8jSvPcOjcubOsX7/eZdcHAO5QvHhxeeWVV+Snn36S6tWrc1QfAABPcPaIpHjBMxgmstls+uCDD2pqaqqePn1a77rrLrVYLMbn8nR333232u12jYyMdMn1BQUF6fjx44t0dNwfNGrUyCWPY7169VRV9aabbjL+PUJE9HcNGDBAjx07pllZWfr0009raGio8ZmIiIh8PWdwhP9f2O12mTJlitSuXVuWLFkiH374oWzcuPGKX8/ua7799luxWq3SrVs3l1xfQUGBZGVlueS6fFHPnj1dcj1xcXGSkZEhq1atcsn1AYAr1alTR77//nuZN2+eJCYmSr169eSFF16Q3Nxc06MBABAYnD0iKV7wDIY3dP311+uOHTvU4XDotGnTXHbE2xfatGmTfv755y67vkqVKmlCQkLRDpH7OFe9hn/Dhg06f/58498bRES/r0SJEjpp0iTNy8vT/fv3a7du3YzPRERE5G85g4W/CFmtVr3//vv1woULevbsWb3nnns0KCjI+FzubsKECZqamqohISEuu85nnnlG7XZ7kRdnX5WcnKyNGze+oseuYsWK6nA49LbbbjP+vUFEdLGBAwfq8ePHNTMzUydMmMDp+3RZRUZGav/+/Qvr16+fS3/vICLyp5zBwn8FVahQQWfMmKGqqps3b9YWLVoYn8md1apVS1VVBw8e7LLrtFqtOnHixMvfmP3A5MmTr+ixe/zxxzU7O1vLlClj/HuDiKhevXq6YsUKVVVdsGCBVq1a1fhM5FuNHj1aFy5c+Jefly+//LLx2YiIvDFnsPC7oDZt2ui2bdvU4XDo+++/r2XLljU+k7tavny5rl271qXX2bp1az137pyz34p+Y+bMmVq8ePEiPWZBQUF66NAhnTFjhvHvCSIK7EqWLKmvvfaa5uXl6b59+7Rr167GZyLfa/DgwZqdnX3Jn5d5eXl64sQJPXHihH7++edar149tdlsxmcmIjKdM1j4XZTVatUxY8bo+fPn9dy5czpy5Ei/PM2/b9++quq6d5m/WM+ePQNy6S/qL8Y333yzqqrfn1VCRN7d4MGD9cSJE5qZmanjx4/n1Gu67Nq1a6eRkZF6zz33XNbPz4cfftj47EREpnMGC7+LK1++vE6fPl1VVbds2aItW7Y0PpMrs9lsevz4cZ02bZrLr7tHjx6am5t7WT/wfV1RF/5vv/1Wt2zZYvz7gYgCs/r16+uqVatUVfWLL77Qq666yvhM5DvZbDadNGmSrlixQo8dO6YJCQm6d+/ey/r5mZmZqStWrNBFixZp6dKlOeJPRAGZM1j43VTr1q01MTFRVVU/+OADLVeunPGZXNXTTz+t6enpbvmEgh49eujJkycv64e+Lxs/fvxlnwlSs2ZNdTgcOnz4cOPfC0QUWEVEROj//vc/zc/P171792rnzp2Nz0S+VbFixfStt95Sh8Phsp+lubm5+tZbb2n79u2N3z8iIk/mDBZ+NxYUFKSjR4/WlJQUTUlJ0QcffNAvTncsV66cpqWl6aRJk9xy/V9++WWRf+j7muzsbA0PD7+sx+ezzz7TX3/9VcPCwox/LxBRYGS1WvXOO+/UpKQkzcjI0CeeeMIvfp6R57vmmmvc9jM1LS1Nb7nlFuP3kYjIUzmDhd8DlStXTt977z212+16+PBhHTZsmM+/vv/ZZ5/V7OxsrVy5ssuvu3Llypqenl7kH/i+5HIX/qZNm6qq6l133WX8e4CIAqM+ffro7t27VVX1s88+0ypVqhifiXy366+/3q0/V1NTU/WXX37RGjVqGL+vRETuzhks/B6sdu3aOn/+fFVV/emnn7RHjx7GZypqJUqU0NOnT+sHH3zg8usOCgrSmTNnFu0nvY+53IV/8eLFunv3brVarca/B4jIv4uNjdWEhARVVV2yZIk2a9bM+Ezk+x06dMgjP1/379+v9913X2GjR4/W0NBQ4/efiMiVOYOF30AtW7bUlStXqqrq2rVrtW3btsZnKkoPPPCA2u12rVOnjsuvu0yZMjp79my/fxO/y1n4Y2NjVVW1T58+xr/2ROS/NWnSRBcvXqyqqps2beJ10eSSgoKC9L777tOsrCxjP3OXLVumgwcPNv5YEBG5Kmew8BusS5cuhW/sFx8frw0aNDA+0+UUEhKihw4d0uXLl6vFYnH59QcHB2t0dLT+/PPPRfvJ7gOcXfhDQkL0p59+0o0bNxr/uhORf3bNNdfoZ599pqqqe/bs0b59+xqfifynbt26aX5+vuGfuqoff/yxXn/99cYfDyIiV+QMFn7DWSwWHThwoO7fv18dDod+8sknWq1aNeNzOVunTp1UVXXkyJFuu4169erp448/7pev63d24X/hhRc0NzfX554UIiLvr2LFivrOO+9oXl6e/vrrr3rXXXfxsiFyaaNGjfKqN+TNzs7WoUOHGn9ciIiuNGew8HtJwcHBOmrUKE1OTtbc3FydPHmyli9f3vhczvTuu+9qWlqa25+o6NGjh544cULz8vKK/EPem6Snp+uwYcP+9eyImJgYzc/P1wkTJhj/WhOR/xQREaEvvPCCZmRkaEpKio4dO5ZP/yCXZrPZ9KGHHtLMzEzTP3L/IjU1VW+//XaffxNlIgrsnMHC72UVK1ZMx48frxcuXNC0tDR99tlntUSJEsbn+qdKliypR44ccdup/X9u/PjxumLFiiL/kPcGqampTr2OMCQkRH/++WfdunWr2mw2419rIvL9QkND9ZFHHtGzZ89qZmamvvzyy1q6dGnjc5H/9eijj5r+cfuPCgoK9OGHH9a77rqrMHe8LxERkbtyBgu/lxYZGan//e9/NTs7W0+dOqX333+/V3/mcceOHVVV9ZFHHvHI7VWpUkUHDBigDz/8sNrtdrXb7UX7aW+Aw+HQYcOGOXU/X3/9dU7lJyKXZLVadfjw4Xrs2DHNz8/XadOmaVRUlPG5yD8LCgrSpKQk0z9yL1tiYqLOmzdP582bp02aNOEMACLy6pzBwu/lValSRT/88EO12+166NAhHTp0qNf+8Hn11VfVbrdr586dPXabQUFBWqZMGa1UqZKuXbtWExISdNu2bUX9Oe9258+fd/preNttt6mq6v3332/8a0tEvl3v3r11165dqqo6d+5cvfbaa43PRP7dW2+9pQUFBSZ/5F6x9PR0Xb58uVaqVMn440lEdKmcwcLvI9WtW1cXLFigqqo7duzQPn36eOT0+cspKChIv/vuO01JSTH6y2Tp0qX1mWee0WeeeUZnzJhRpB/y7jB9+nQdOHCgU/ehVatWmpOTox988IHxrysR+W6dO3fWDRs2qKrq0qVLNSYmxvhM5P/Vr1/fq598v1xLly7VsmXLGn9ciYj+nDMsqqriBIvF4swfg5u1atVKXn75ZenQoYPs2bNHXn31VZk9e7bY7XbTo4mISEREhGzatElEfps1LS3N6DwlS5aUWrVqSdmyZWX27NlisVjEZrNJqVKlnL6OtLQ02bhxo0yYMOGKZvnll18kIyPjX/9c5cqVZcuWLXLo0CHp0KGD5OXlXdHtAggsQUFB0rdvXxk3bpzExMTI5s2bZfz48bJy5UrToyFADBgwQObNm2d6DJdauXKlxMXFSWZmpulRAKCQU6u8s89uihc8g0H/v9atW+s333yjqqpHjx7V+++/36mPd/NE1157rZ4/f16XLVumoaGhxue5WFBQkAYFBWmtWrX0s88+u2Rnzpwp/J7/+uuv9bPPPtNGjRp57GyKUqVKaWJioh47dkwrVKhg/DEjIt8pODhY77zzTt27d6+qqn7//ffasWNH43NR4DVgwACnj577ku+//14rV65s/PElIrqYM1j4fbz69evrzJkzNT8/X0+fPq0TJkzwindbjo2N1aysLP3mm280ODjY+DzO1rVrVx02bJgOGzZMixUr5tHbLlGihG7YsEHPnTunjRo1Mv5YEJFvVKxYMX3ooYf0119/VVXVL7/8Ulu0aGF8LgrMihUrpqtWrSrSQu0Lli9fzsdXEpHX5AwWfj+pevXq+s4772h2drampqbqq6++avxNZrp27ao5OTm6YMECn1r6TVSyZElds2aNXrhwQZs3b258HiLy/sqUKaPPPPOMnj17VvPy8vTjjz/WunXrGp+LArsyZcr41CfnXK78/Hxt3Lix8ceZiEiEhT8gq1ixor7yyiuampqq2dnZOm3aNK1Ro4axeW6++WbNycnRhQsXetXp/d5U6dKlNSEhQc+fP6+tWrUyPg8ReXfR0dH62muvaXp6umZmZuqUKVO0atWqxuciEvH/hV9Vde3atcYfZyIiERb+gK5UqVI6btw4PXXqlNrtdp09e7Y2bNjQyCydO3fWzMxMXb9+vVasWNH4Y+NN1axZU3fv3q1nz57Vpk2bGp+HiLy3mjVr6vvvv685OTl6/vx5feGFF7R8+fLG5yL6fYGw8KempurQoUONP9ZERM5g4ffzwsLC9N5779XDhw+rqurChQu1TZs2Hp+jRYsWeuLECT127Jg2a9bM+OPiDXXq1ElTUlJ0z549WqtWLePzEJF31qRJE507d67a7XZNTk7WsWPHasmSJY3PRXSpAmHhV1WdOXOmRkREGH+8iSiwcwYLf4Bks9l06NChunPnTlVV/eGHH/Smm27y6AxRUVG6adMmzcrK0kGDBhl/TEz24IMPqt1u10WLFmmpUqWMz0NE3tcNN9ygixYtUlXVgwcP6siRI3lpFHl9gbLwq6pOnz7d+ONNRIGdM1j4AyyLxaJxcXG6ceNGVVX98ccfdeDAgWqz2Txy+2FhYfrpp5+qquqUKVM8/k74pitTpozOnj1bVVUnTZqkQUFBxmciIu8pKChIe/bsqevWrVNV1R07dujgwYPVarUan43ImRo0aKAOh+OyFmdf5XA49MMPP+SMGyIyljNY+AO42NhYXbp0qaqqJiUl6XPPPeexz5e9//77NSsrS/fv36833HCD8cfCE8XFxWlycrKmpKTo4MGDjc9DRN5TuXLl9Iknnih8+dW6deu0e/fuxuciutwSEhIuf3P2cYF+1iIRmcsZLPyk9evX17ffflvT0tI0Pz9f58+frx06dHD77V577bWFR7EmT57st0f7y5QpozNnzlTV395DISoqyvhMROQdXXfddTpz5kzNycnRrKws/eijj/hoTvLpAnHh3759O0f5vSSr1arh4eEaHh7usbNXiUzmDBZ+KqxEiRI6atQo/fnnn1VVdc+ePfrAAw+49TXmQUFB+tBDD2lWVpYePnxYhw0b5jenuQcHB+uYMWP01KlTmpKSosOGDTM+ExGZr3jx4nrPPffotm3bVFV1//79+sgjj2hkZKTx2YiutHfeeefyN2YfV1BQoF26dDH+2Ad64eHhOnnyZM3Oztbs7Gx97733NDY21vhcRO7MGSz8dMmuv/56/eyzzzQvL08zMzP1/fff1yZNmrjt9mrWrKkLFixQ1d9es+rLp7JaLBa99dZb9eDBg2q32/Wjjz7iqD4Rae3atXXy5Ml64cIFtdvt+vXXX2uXLl3UYrEYn43IVQXSm/b93pYtW4w/9oFeRESEfvHFF3/4uiQlJRmfi8idOYOFn/6xihUr6pNPPqnHjh1TVdUNGzbo0KFD3fZO0a1atdJVq1apquqaNWv0pptu8plfhm02m/bv37/wqN1XX32l9erVMz4XEZnLZrNp3759dfny5aqqeurUKX3xxRe1atWqxmcjckeBuvDn5OToAw88YPzxD/RGjx6tZ86c0YKCAlVl4Sf/zxks/ORUVqtV4+LiCt/k78yZMzpx4kStXr26W26va9euumXLFlVVPXDggD722GNee7prdHS0Pvvss3rixAlVVV25cqVed911xuciInNFRUXpM888o8ePH1fV357AHDRokIaEhBifjcidBerCr/rb+/RUqFDB+NcgkGvXrp02a9ZMp0yZou+++66++uqrxmcicmfOYOGny+7aa6/V119/XVNSUtThcOi3336r3bp1c8tr71u1aqWffPKJ5uTkaHZ2tn7yySfavXt3DQsLM/oYlChRQvv166fz58/X/Px8TU9P16lTp2rDhg2Nf32IyFyxsbE6b948/rtAAVsgL/yqqq1atTL+NSCiwMkZLPxU5MLDw3X48OG6detWVVU9ePCgjh07VsuVK+fy2ypXrpyOHTtWf/nlF1VVzcjI0K+++kqHDx/usWfTq1SpoqNHj9bFixdrTk6Oqqpu27ZN7733Xt6dlyiAi4iI0DFjxuiuXbtUVXXXrl06ZswYjYiIMD4bkacL9IX/rrvuMv41IKLAyRkWVVVxgsViceaPIUC1aNFC7r33Xhk0aJBYrVZZvHixzJo1SxYuXCg5OTkuva3atWtLXFycxMXFSZs2bSQoKEgOHjwoiYmJsnXrVklMTJQff/xRLly4UOTbKF++vMTExPyhqlWrSn5+vqxevVri4+Nl4cKFcvToUdfdMQA+Izg4WG666SYZMmSIxMXFic1mk6+++kqmTp0qP/zwg+nxAGMefvhhef311wP298bz589L+fLlxeFwmB4FQABwZpVn4YdLRUZGyuDBg2XIkCFy3XXXSVpamixYsEBmzZolq1evloKCApfeXrly5aRz587SvHlzad68uTRt2lRKliwpIiJpaWmSlJQkycnJhWVkZIjdbheHwyFWq1VsNptERERIdHS0REVFFVaiRAkR+e0Hd2JioiQmJsqWLVvk+++/l7S0NJfeBwC+o02bNjJkyBAZOHCglC1bVrZv3y6zZ8+W2bNnS3JysunxAOMSEhKkVatWpscwJjU1VWrUqCEpKSmmRwEQAFj4YdQ111wjQ4YMkaFDh8q1114rJ06ckDlz5sisWbNkx44dbrlNi8UitWrVkiZNmkiVKlUKF/mLfy1WrJjYbDaxWq1it9vFbrdLRkaGJCcn/+HJgWPHjsm2bdvk0KFDbpkTgO+oXbu2DBkyRIYMGSI1atSQY8eOFS75u3btMj0e4FUCfeEXEZk3b54MHDjQ9BgAAoBTq7yzr0kSL3iNAvluLVq00ClTpuipU6dUVfXnn3/WcePG8dFUROSVVaxYUR988MHCTws5f/68vv/++3rjjTf6zEeFEpmoT58+6nA4nH/Rux86duyYxsbGGv9aEJH/5wwWfvJoNptNb7rpJp01a5ZmZmaqqurq1av1nnvu0dKlSxufj4gCtxIlSujQoUN1yZIlarfbNScnRxcsWKB9+vTR0NBQ4/MR+ULLli0r2pbsZ4YPH278a0FE/p8zggTwILvdLkuWLJGhQ4dKxYoVZdiwYZKdnS3Tpk2TkydPyoIFC6Rv374SGhpqelQAAcBms0m3bt1k9uzZcurUKZk5c6aEhYXJqFGjpFKlStKvXz/56quvJDc31/SogE+IiIgwPYJXiIuLK3w/IAAwidfwwytUrFhRBg0aJEOHDpXmzZvLhQsX5IsvvpDZs2fLmjVrnHt9CgA4qWXLljJ06FAZNGiQlC9fXnbt2iUzZ86UOXPmyLFjx0yPB/ik4cOHy5tvvsmi+3+io6N5M08AbuXMjsTCD69z8Q2yhg4dKldffbX8+uuv8s0330h8fLz88MMPkpeXZ3pEAD7GarVK27ZtJS4uTnr16iU1a9b0yBuJAoHkmWeekf/85z+mx/AaLPwA3I2FHz7vuuuuk8GDB0vPnj2levXqkpaWJkuWLJH4+HhZvHgxH3sD4G+VLFlSunbtKnFxcdK9e3eJjIyU5ORk+fbbb2Xu3Llu+ahQIJA9/fTT8vzzz5sew2uw8ANwNxZ++JWGDRtKXFycxMXFScuWLcXhcMi6deskPj5e4uPj5cCBA6ZHBGBY1apVpWfPnhIXFyexsbESEhIiO3bsKPzvRGJiIi8RAtykRIkSsmbNGmnatKnpUbwCCz8Ad2Phh9+KioqS7t27S1xcnHTq1EnCw8Nlz549Eh8fLwsXLpSNGzdy5A4IABaLRWJiYgqX/CZNmkh+fr6sXr268L8HR48eNT0mEDASEhKkVatWpsfwCiz8ANyNhR8BoVixYtKpUyeJi4uTHj16SMWKFeXMmTPy3XffSXx8vCxbtkwyMzNNjwnARcLCwqRDhw4SFxcnPXv2lOjoaDl//nzhv/NLly6VtLQ002MCAYmF/zeTJk2Sp59+mvcdAuBWzqzyNg/MAbhVVlZW4em6FotFWrZsWXjq/x133CG5ubmycuXKwqN9J06cMD0ygMtUoUIF6d69u/Ts2VO6dOkixYsXlwMHDsjcuXMlPj5e1q9fL3a73fSYACAiInv37mXZB+AVOMIPv1ajRo3CU31vvPFGsdlskpiYKIsWLZJVq1bJxo0bJScnx/SYAP4kODhYWrZsKe3bt5du3bpJ69atRURk48aNhU/w7d271/CUAP5s2LBh8sknnwT8740rV66Uvn37SmpqqulRAPgxTukHfqd06dJy0003SVxcnHTu3FnKlSsnubm5smnTJlm1apWsXr1aNm7cKLm5uaZHBQJOcHCwtGjRQmJjY6V9+/bSpk0bKVasmFy4cEFWrVol8fHx8t1338mZM2dMjwrgH0RERMiePXskOjra9CjGrVixQjp16mR6DAB+jIUf+BsWi0Xq169fuFy0a9dOypYtKzk5OZKQkCCrV6+WVatWyaZNm3gCAHADm80mzZs3l/bt20tsbKy0bdtWihcvLqmpqbJ27drCJ+G2b9/OG3ACPqZJkyby2WefSd26dU2PYtTOnTulYcOGpscA4MdY+AEnWSwWadCgwR+eAIiMjJScnBzZuHFj4fKxadMmXpMHFIHNZpOYmJjCf8fatm0rJUqUkLS0tL8s+A6Hw/S4AK5Qo0aNpHLlyjJgwAAZPny46XGMYOEH4G4s/EARWSwWadiwYeHRx3bt2kmZMmUkOztbNmzYUHgGwJYtW3gCALgEq9UqzZo1K/x36Prrr5eSJUtKenq6rF27tvDfoW3btrHgA35s4MCB8u6770rp0qVNj+Jxs2bNkmHDhpkeA4AfY+EHXCQoKEgaNWoksbGxhU8AlC5dWrKysmTDhg2yatUqWb9+vfz444+Snp5uelzA44oVKyZNmjSRNm3aSPv27eWGG26QkiVLSkZGxh8W/B9//JEFHwgwq1evlnbt2pkew+Oio6MlOTnZ9BgA/BgLP+AmQUFB0rhx48LTk2+88UYpVaqUiIjs27dPtm7dKomJiZKYmMiTAPA7F5f7mJgYad68ucTExEidOnXEarVKRkaGrFu3TlavXi2rV6+WxMREPi4PCHB16tSR1atXS8WKFU2P4jHnz5+XunXryqlTp0yPAsCPsfADHhIUFCR16tSRmJiYwpo2bSrFixcXkd+eBEhMTCx8ImDbtm2SlpZmeGrg311c7i8u9r9f7nNycmTHjh2FT25t3bpVdu/ezYIP4C8aN24sc+bMCZg38rvzzjtlxowZpscA4OdY+AGDnH0S4OKixJMAMK148eKFR+5Z7gG4WpMmTWTRokUSFRVlehS3WrdunQwdOlSOHj1qehQAfo6FH/Ayl/MkwMUzAVJTUw1PDX9UokQJady4Mcs9AI9q1KiR7Nixw/QYbpOamipXXXUVL+UD4BEs/IAP+LcnAU6dOiX79u0r7JdffpF9+/bJwYMH+YQA/CObzSY1atSQWrVqFVa7dm2pVauWREdHi4iw3APwqGuuuUYOHDhgegy3efPNN+Whhx5y6pdwALhSLPyAjwoKCpLatWtLo0aN/rKoXXxzQIfDIUePHv3DkwAX+/XXX/llI4BER0f/4XvkYjVq1BCbzSYiIhkZGX954mjnzp0s9wA8KiQkRCZMmCDjx4+X4OBg0+O4VFZWltx4442SmJhoehQAAYKFH/BDFSpU+MuTALVq1ZKaNWtKSEiIiIhkZ2fL/v37L3lmQEpKiuF7gKIoVarUJY/UX3vttVKiRAkREbHb7XLo0KG/PAG0b98+SUpKMnwPAOD/Gz9+vLzwwgtitVpNj+ISKSkpMnLkSJk/f77pUQAEEBZ+IIBYrVapVq3aJZfCqlWrFv65lJQU+fXXXyU5OVmSkpL+8NeLf3/y5EleLuAhNptNKlWqJFFRURIdHS1RUVF/+Pvo6GipXLmyVKhQofAyJ06cuOSTOYcPH+ZoPQCfEBoaKmfPni18wtKXvf3227Jo0SJZvHix6VEABBgWfgAiIhIeHi41a9YsfCKgcuXKf1kwL54dcNHZs2f/8CTApZ4YSE5OltzcXEP3yruFhIT86yIfFRX1h0Ve5Lej9CdPnvzDY56UlFR4xsb+/fslIyPD0L0CANfp0qWLzJo1S8qXL296lCKx2+0yefJkeeqpp/hZCMAIFn4ATrFYLBIZGXnJhfTPy2poaOgfLpuSkiLJycly6tQpSU9Pl/T0dMnIyCj8+z//70v9s8zMTEP3/NLCw8OlZMmShZUoUeKSf3+p/12+fHmJjo6WcuXK/eE68/Ly/rLIX+oJlbNnz/L+CwACRrdu3WTmzJlStmxZ06NctsmTJ8vDDz9segwAAYyFH4DLlSlT5pJPBlSoUOEfF+R/UlBQUPhEwJ+fHMjOzpaCggIpKCgQh8NR+PeXSuS3Nzz8t6xWq4SGhl5ycS9RosS/vqY0MzPzb5/MOHPmzCWX+nPnzrHIA8AldOnSRb744gspVqxY4RuNerP09HSZMWOGjB8/XrKyskyPAyCAsfAD8AoWi0WKFy/+j0fH/+7vw8LC/nZp//P/Z7FYLvmkwKX+v9zc3H89A+FSf5+ZmVn45AIAwDVsNps8+uijcvPNN8uNN95oepy/tW7dOrn55pv5WQDAK7DwAwAAwGdUqFBBevfuLU899ZRcddVVpsf5gzVr1shtt90mR48eNT0KAIgICz8AAAB8UMWKFaVbt24ybtw4qVmzpvGP70tISJCbb75Zzp8/b3QOAPg9Fn4AAAD4tOeff16KFy8ugwYNkujoaI/f/urVq+WWW26RM2fOePy2AeCfsPADAADAL8TGxsry5cs9erQ/MTFR+vbtK8eOHfPYbQKAs1y68AMAAAAAAN8RZHoAAAAAAADgeiz8AAAAAAD4IRZ+AAAAAAD8EAs/AAAAAAB+iIUfAAAAAAA/xMIPAAAAAIAfYuEHAAAAAMAPsfADAAAAAOCHWPgBAAAAAPBD/w+iXpDT1tGXSgAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "i = 22\n", - "# min_area = 0, max_area = 500\n", - "# min_area = 500, max_area = 11000\n", - "\n", - "_ = [print(i//exp.params['crystal_violet']['ncols'], \",\",\n", - " i%exp.params['crystal_violet']['ncols'], \" : \",\n", - " plaques_mask_gt_list[i].get_measure(plaques_mask_gt_list[i].get_plaques(min_area = 500, max_area = 11000)))]\n", - "\n", - "_ = [plaques_mask_gt_list[i].plot_centroid(i//exp.params['crystal_violet']['ncols'],\n", - " i%exp.params['crystal_violet']['ncols'])]" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "# Using the package to get some measurements about the cells\n", - "# Use different cell sizes to focus on different groups\n", - "# _ = [print(i//exp.params['crystal_violet']['ncols'], \",\",\n", - "# i%exp.params['crystal_violet']['ncols'], \" : \",\n", - "# plaques_mask_gt_list[i].get_measure(plaques_mask_gt_list[i].get_plaques())) \n", - "# for i in tqdm(range(len(plaques_mask_gt_list)))]\n", - "\n", - "# _ = [plaques_mask_gt_list[i].plot_centroid(i//exp.params['crystal_violet']['ncols'],\n", - "# i%exp.params['crystal_violet']['ncols']) \n", - "# for i in tqdm(range(len(plaques_mask_gt_list)))]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Using the package to get some measurements about the cells\n", - "# Use different cell sizes to focus on different groups\n", - "# _ = [print(i//exp.params['crystal_violet']['ncols'], \",\",\n", - "# i%exp.params['crystal_violet']['ncols'], \" : \",\n", - "# plaques_mask_gt_list[i].get_measure(plaques_mask_gt_list[i].get_plaques())) \n", - "# for i in tqdm(range(len(plaques_mask_gt_list)))]\n", - "\n", - "# _ = [plaques_mask_gt_list[i].plot_centroid(i//exp.params['crystal_violet']['ncols'],\n", - "# i%exp.params['crystal_violet']['ncols']) \n", - "# for i in tqdm(range(len(plaques_mask_gt_list)))]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Zooming into one Cell\n", - "###### Here we take the image from index 0 of the plate dictionary ```plate_dict``` and for that image we get all the plaques, before zooming in into one particular plaque. We choose the plaque located lowest in the well using its centroid and drawing the bounding box around it. Using some offset we are able to zoom in into this one particular plaque and display it. Could be useful if some plaques need special observation." - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Lowest Cell Centroid : (985.0357142857143, 1132.2857142857142)\n", - "Lowest Cell Bounding Box Area : 35\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Zooming in on one individual plaque and its characteristics\n", - "\n", - "# Choosing different valid area range to detect plaques, otherwise default range is used\n", - "id = 22\n", - "plaques_00 = plaques_mask_gt_list[id].get_plaques(min_area=0, max_area=500)\n", - "\n", - "#Plotting the image of the well\n", - "fig, ax = plt.subplots(figsize=(10, 6))\n", - "ax.imshow(plate_dict[plate_dirs[0]]['img'][id], cmap='gray')\n", - "ax.set_title(\"Image\")\n", - "\n", - "#Plotting the mask of the well\n", - "fig, ax = plt.subplots(figsize=(10, 6))\n", - "ax.imshow(plate_dict[plate_dirs[0]]['mask'][id], cmap='gray')\n", - "ax.set_title(\"Mask\")\n", - "\n", - "plt.tight_layout()\n", - "plt.show()\n", - "\n", - "#Finding the lowest plaque in the image and printing its properties\n", - "offset = 10\n", - "min_y = 0\n", - "\n", - "for plq in plaques_00:\n", - " if (plq.bbox[2] + offset) > min_y:\n", - " min_y = plq.bbox[2] + offset\n", - " lowest_plaque = plq\n", - "print('Centroid :', lowest_plaque.centroid)\n", - "print('Area :', (lowest_plaque.bbox[3] - lowest_plaque.bbox[1])*\n", - " (lowest_plaque.bbox[2] - lowest_plaque.bbox[0]))\n", - "\n", - "#Finding a bounding box around the lowest plaque in the image\n", - "fig, ax = plt.subplots(figsize=(10, 6))\n", - "ax.imshow(plate_dict[plate_dirs[0]]['masked_img'][id], cmap='gray')\n", - "ax.set_title(\"Masked Image with Lowest Cell highlighted\")\n", - "\n", - "rect = mpatches.Rectangle((lowest_plaque.bbox[1]-offset, lowest_plaque.bbox[0]-offset), \n", - " (lowest_plaque.bbox[3]+offset) - (lowest_plaque.bbox[1]-offset), \n", - " (lowest_plaque.bbox[2]+offset) - (lowest_plaque.bbox[0]-offset),\n", - " fill=False, edgecolor='red', linewidth=2)\n", - "ax.add_patch(rect)\n", - "\n", - "# plt.savefig(\"../../../manuscript/figs/ds1_test_cls_lowest_plaque_marked.png\",\n", - "# bbox_inches='tight', dpi=300)\n", - "\n", - "plt.tight_layout()\n", - "plt.show()\n", - "\n", - "# Showing only the plaque we have chosen, the lowest one in the image\n", - "lowest_plaque_image = plate_dict[plate_dirs[0]]['masked_img'][id] \\\n", - " [plq.bbox[0]-offset : plq.bbox[2]+offset, \n", - " plq.bbox[1]-offset : plq.bbox[3]+offset]\n", - "\n", - "fig, ax = plt.subplots(figsize=(2, 1))\n", - "ax.imshow(lowest_plaque_image,cmap='gray')\n", - "ax.set_title(\"Lowest Cell Image\")\n", - "\n", - "print('Lowest Cell Centroid :', plq.centroid)\n", - "print('Lowest Cell Bounding Box Area :', (plq.bbox[3] - plq.bbox[1])*(plq.bbox[2] - plq.bbox[0]))\n", - "\n", - "# plt.savefig(\"../../../manuscript/figs/ds1_test_cls_00_lowest.png\", bbox_inches='tight', dpi=300)\n", - "\n", - "ax.set_axis_off()\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Cell Measures Visualisation\n", - "###### It may also be crucial to visualise measurements about cells in the micrographs. For this we can get the measurements into a dataframe and then use boxplots to visualise it. The values of the boxplot upper and lower bounds, q1, q2 and q3 can all be obtained separately too if viewing it in the plot is not convenient." - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " whishi whislo q1 med q3\n", - "0 0.96 0.74 0.79 0.88 0.91\n" - ] - } - ], - "source": [ - "# Other plots we can get about the plaques in a wells\n", - "\n", - "ecc_ls = [plq.eccentricity() for plq in plaques_00]\n", - "roundness_ls = [plq.roundness() for plq in plaques_00]\n", - "plq_measures_df = pd.DataFrame()\n", - "plq_measures_df['eccentricity'] = ecc_ls\n", - "plq_measures_df['roundness'] = roundness_ls\n", - "\n", - "stats = boxplot_quants(plq_measures_df,col_name='eccentricity',return_stats=True)\n", - "print(stats)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "pyplaque_311", - "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": "3.10.8" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} From 2696b94a1fef3240c2cfcc238a3e51929996abf8 Mon Sep 17 00:00:00 2001 From: trinade Date: Fri, 1 Aug 2025 17:27:17 +0200 Subject: [PATCH 3/3] adding author email, fixing colab links --- README.md | 4 ++-- setup.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 265ee22..1865780 100644 --- a/README.md +++ b/README.md @@ -30,9 +30,9 @@ ___________ - The ```example_analysis.ipynb``` notebook demonstrates a systematic and comprehensive analysis workflow using real plaque assay data. It illustrates how to load fluorescence microscopy images of viral plaques using the ```FluorescenceMicroscopy``` class, generate plate level readouts (readouts for all wells of a plate) and filter them into viral and control groups based on well identifier metadata additionally stored in the class. We then use internal visualisation tools to validate our analysis by showcasing comparison barplots for readouts that indicate infectivity that should be different between viral and control wells. This notebook can be tried in Colab here. Open In Colab -- The ```cvp_detailed.ipynb``` notebook demonstrates functionality provided by PyPlaque for the analysis of the crystal violet stained plaques using the ```CrystalViolet``` class to load and store crystal violet stained, mobile photography images of viral plaques in 6-well plates available as individual wells. Using inbuilt classes and functions, steps are demonstrated to generate rudimentary binary detection masks for plaques if they are unavailable, stitching individual wells to create partial composite overviews of the plate, detection of plaques based on size criteria from available or generated detection masks, getting measures that describe the shape characteristics and spread of plaques in a well, visualise the spread of plaque measures in a well and finally generate individual well images and well and plaque detection masks from full plate images and full plate well and plaque detection masks in case they are unavailable. This notebook can be tried in Colab here. Open In Colab +- The ```cvp_detailed.ipynb``` notebook demonstrates functionality provided by PyPlaque for the analysis of the crystal violet stained plaques using the ```CrystalViolet``` class to load and store crystal violet stained, mobile photography images of viral plaques in 6-well plates available as individual wells. Using inbuilt classes and functions, steps are demonstrated to generate rudimentary binary detection masks for plaques if they are unavailable, stitching individual wells to create partial composite overviews of the plate, detection of plaques based on size criteria from available or generated detection masks, getting measures that describe the shape characteristics and spread of plaques in a well, visualise the spread of plaque measures in a well and finally generate individual well images and well and plaque detection masks from full plate images and full plate well and plaque detection masks in case they are unavailable. This notebook can be tried in Colab here. Open In Colab -- The ```fp_detailed.ipynb``` notebook demonstrates functionality provided by PyPlaque for the analysis of the fluorescence microscopy plaques using the ```FluorescenceMicroscopy``` class to load and store fluorescence microscopy images of viral plaques in 384-well plates available as individual wells. Using inbuilt classes and functions, steps are demonstrated to load virus and nuclei channel images for the wells, generate binary detection masks for both channels if unavailable, stitching individual wells to create partial composite overviews of the plate, and generation of plate level, well level and plaque level readouts at these 3 granularity levels. This notebook can be tried in Colab here. Open In Colab +- The ```fp_detailed.ipynb``` notebook demonstrates functionality provided by PyPlaque for the analysis of the fluorescence microscopy plaques using the ```FluorescenceMicroscopy``` class to load and store fluorescence microscopy images of viral plaques in 384-well plates available as individual wells. Using inbuilt classes and functions, steps are demonstrated to load virus and nuclei channel images for the wells, generate binary detection masks for both channels if unavailable, stitching individual wells to create partial composite overviews of the plate, and generation of plate level, well level and plaque level readouts at these 3 granularity levels. This notebook can be tried in Colab here. Open In Colab Note : In notebooks, custom packages and additional data need to be loaded. Load your own data into the Colab environment by connecting via Google Drive or direct upload or using our sample analysis data using the code in the `load_data.ipynb` notebook above and then run the analysis. diff --git a/setup.py b/setup.py index c8a6b8e..4ea8a6d 100644 --- a/setup.py +++ b/setup.py @@ -22,7 +22,7 @@ license='GPLv3', description = 'Python package for virus plaque analysis based on Plaque2.0', author = 'Plaque2.0 Team, AILS Institute, CASUS HZDR', - author_email = 'ayakimovich@ails.institute', + author_email = 'ayakimovich@ails.institute, trinade96@gmail.com', url = 'https://github.com/plaque2/PyPlaque', download_url = 'https://github.com/plaque2/PyPlaque/archive/{}.tar.gz' \ .format(version),