{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "3439354d-a235-440f-be34-f0b93c40a821", "metadata": {}, "outputs": [], "source": [ "import cv2\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import sys\n", "import math\n", "from scipy.spatial import distance_matrix, ConvexHull\n", "import random\n", "from random import choice\n", "import os\n", "from PIL import Image\n", "from ipywidgets import interact, interactive, fixed, interact_manual\n", "from scipy.spatial.distance import pdist, squareform\n", "import ipywidgets as widgets\n", "from IPython.display import display\n", "%matplotlib inline\n", "from collections import Counter\n", "def remove_duplicates(segments):\n", " unique_segments = {} # 创建一个空字典来存储唯一的线段\n", "\n", " for segment in segments:\n", " start, end = map(tuple, segment) # 将数组转换为元组\n", " sorted_segment = tuple(sorted([start, end])) # 对起点和终点进行排序\n", "\n", " if sorted_segment not in unique_segments:\n", " unique_segments[sorted_segment] = 1 # 如果这个线段还没有在字典中,则将其添加到字典中\n", "\n", " # 将字典的键(也就是唯一的线段)转换回数组\n", " return [list(map(list, segment)) for segment in unique_segments.keys()]\n", "def remove_duplicates2(segments):\n", " unique_segments = {} # 创建一个空字典来存储唯一的线段\n", "\n", " for segment in segments:\n", " segment_tuple = tuple(map(tuple, segment)) # 将数组转换为元组\n", "\n", " if segment_tuple not in unique_segments:\n", " unique_segments[segment_tuple] = 1 # 如果这个线段还没有在字典中,则将其添加到字典中\n", "\n", " # 将字典的键(也就是唯一的线段)转换回数组\n", " return [list(map(list, segment)) for segment in unique_segments.keys()]\n", "\n", "# 修改plt默认图形大小\n", "plt.rcParams['figure.figsize'] = [5, 5]\n", "# 修改默认字体大小\n", "plt.rcParams['font.size'] = 12\n", "# 修改默认坐标轴标签的字体\n", "plt.rcParams['axes.labelsize'] = 10\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "ceca2c84-f616-4013-8f70-2bc823f2f378", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b801e889b4c845438bcd4743aa02a95e", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(IntSlider(value=300, description='paramter1', max=500), FloatSlider(value=0.01, descript…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#调参cell\n", "#调整角点识别参数\n", "def gfttp(paramter1, paramter2, paramter3, paramter4, paramter5, paramter6):\n", " print('角点识别')\n", " print(f'maxCorners要检测的最大角点数目。如果超过此数目,将返回最强的角点: {paramter1}')\n", " print(f'qualityLevel角点的质量水平阈值。范围是0到1之间,表示角点质量的最小阈值: {paramter2}')\n", " print(f'minDistance两个角点之间的最小欧几里德距离。如果两个角点的距离小于此值,则只有其中一个会被保留: {paramter3}')\n", " print(f'blockSize:角点检测时的窗口大小。这个参数影响角点检测的精度: {paramter4}')\n", " print(f'useHarrisDetector一个布尔值,如果为True,则使用Harris角点检测器,如果为False,则使用Shi-Tomasi角点检测器: {paramter5}')\n", " print(f'k:Harris角点检测器的自由参数k。它影响角点响应函数的灵敏度,一般是0.04,减小能使检测器更灵敏: {paramter6} ')\n", " return paramter1, paramter2, paramter3, paramter4, paramter5, paramter6\n", "interactive_plot = interactive(gfttp, paramter1=(0,500,1), \n", " paramter2=(0.000,0.100,0.001),\n", " paramter3=(1,50,1), \n", " paramter4=(1,10,1),\n", " paramter5=(0,1,1),\n", " paramter6=(0.00,0.10,0.01))\n", "interactive_plot.children[0].value = 300\n", "interactive_plot.children[1].value = 0.01\n", "interactive_plot.children[2].value = 15\n", "interactive_plot.children[3].value = 5\n", "interactive_plot.children[4].value = 0\n", "interactive_plot.children[5].value = 0.02\n", "display(interactive_plot)\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "1167ad2a-de90-46fb-804f-cad3f57e3b14", "metadata": {}, "outputs": [], "source": [ "def find_matching_corners_connection(lines, corners, r):\n", " connects = []\n", " for line in lines:\n", " pt1, pt2 = line\n", " distances_to_pt1 = np.sqrt(np.sum((corners - pt1)**2, axis=1))\n", " distances_to_pt2 = np.sqrt(np.sum((corners - pt2)**2, axis=1))\n", " corner1 = corners[np.argmin(distances_to_pt1)]\n", " corner2 = corners[np.argmin(distances_to_pt2)]\n", " if np.linalg.norm(corner1 - pt1) < r and np.linalg.norm(corner2 - pt2) < r:\n", " connects.append(tuple(sorted([tuple(corner1), tuple(corner2)])))\n", " # remove duplicates\n", " connects = [list(item) for item in set(connects)]\n", " return np.array(connects)" ] }, { "cell_type": "code", "execution_count": 4, "id": "1f608836-3168-4a23-acfa-bb92599d3b78", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "corners number 185 corners shape (185, 2)\n", "lsd line number 574 lsd line shape (574, 1, 4)\n", "connects number 366 connects shape (366, 2, 2)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "(174, 2)\n" ] } ], "source": [ "#定义一些预先设置\n", "plt.rcParams['figure.figsize'] = [15, 15]\n", "save_dir = '928//hair//4file' # 添加您的目录路径\n", "if not os.path.exists(save_dir):\n", " os.makedirs(save_dir)\n", "\n", "\n", "img = cv2.imread('928//hair//4l.png')\n", "img = cv2.resize(img, (960,960))\n", "depth_img = cv2.imread('928//hair//4dp.png', cv2.IMREAD_GRAYSCALE)\n", "depth_img = cv2.resize(depth_img, (960,960))\n", "gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n", "p1,p2,p3,p4,p5,p6 = interactive_plot.result\n", "corners = cv2.goodFeaturesToTrack(gray, maxCorners=p1, qualityLevel=p2, minDistance=p3, blockSize=int(p4), useHarrisDetector=p5, k=p6)\n", "corners = np.intp(corners)\n", "new_img = np.zeros_like(img)\n", "new_img = img.copy()\n", "for corner in corners:\n", " x, y = corner.ravel() # 将角点坐标展平\n", " cv2.circle(new_img, (x, y), 2, (255,255,0), -1) # 在角点位置绘制圆\n", "plt.subplot(221),plt.imshow(new_img),plt.title('coeners')\n", "cv2.imwrite(os.path.join(save_dir, 'corners.png'),new_img)#保存文件\n", "\n", "corners=corners.reshape(-1,2)\n", "print('corners number',len(corners),'corners shape',corners.shape)\n", "'''\n", "lines = cv2.HoughLinesP(gray, rho=1, theta=np.pi/180, threshold=50, minLineLength=10, maxLineGap=10)\n", "blank_image=new_img.copy()\n", "for line in lines.reshape(-1,4):\n", " x1, y1, x2, y2 = line\n", " cv2.line(blank_image, (x1, y1), (x2, y2), (0, 255, 0), 1)\n", "plt.subplot(132),plt.imshow(blank_image)\n", "'''\n", "lsd = cv2.createLineSegmentDetector(1)\n", "lines = lsd.detect(gray)[0]\n", "print('lsd line number',len(lines),'lsd line shape',lines.shape)\n", "#blank_image=new_img.copy()\n", "blank_image=np.zeros_like(img)\n", "for dline in lines:\n", " x0 = int(round(dline[0][0]))\n", " y0 = int(round(dline[0][1]))\n", " x1 = int(round(dline[0][2]))\n", " y1 = int(round(dline[0][3]))\n", " cv2.line(blank_image, (x0, y0), (x1,y1), (0, 255, 0), 1)\n", "plt.subplot(222),plt.imshow(blank_image),plt.title('lsd')\n", "cv2.imwrite(os.path.join(save_dir, 'lsd.png'),blank_image)#保存文件\n", "\n", "connects=find_matching_corners_connection(lines.reshape(-1,2,2), corners, 20)\n", "print('connects number',len(connects),'connects shape',connects.shape)\n", "blank_image=np.zeros_like(img)\n", "for line in connects.reshape(-1,4):\n", " x1, y1, x2, y2 = line\n", " cv2.line(blank_image, (x1, y1), (x2, y2), (255, 0, 255), 2)\n", "plt.subplot(223),plt.imshow(blank_image),plt.title('connect')\n", "cv2.imwrite(os.path.join(save_dir, 'connect.png'),blank_image)#保存文件\n", "connects = list(connects)\n", "#链接简化\n", "while True:\n", " # 把所有的点拉平并转换成元组\n", " points = [tuple(point) for line in connects for point in line]\n", " \n", " # 使用Counter来统计每个点出现的次数\n", " counter = Counter(points)\n", "\n", " # 找出只出现一次的点\n", " isolated_points = [point for point, count in counter.items() if count == 1]\n", "\n", " if len(isolated_points) == 0:\n", " break\n", " \n", " #构建新的connects,排除孤立的线段\n", " connects = [line for line in connects if tuple(line[0]) not in isolated_points and tuple(line[1]) not in isolated_points]\n", "\n", "connects_new = np.array(connects)\n", "\n", "connects_new = np.array(connects)\n", "blank_image=np.zeros_like(img)\n", "for line in connects_new.reshape(-1,4):\n", " x1, y1, x2, y2 = line\n", " cv2.line(blank_image, (x1, y1), (x2, y2), (255, 0, 255), 2)\n", "plt.subplot(224),plt.imshow(blank_image),plt.title('connect_simplified')\n", "plt.show()\n", "cv2.imwrite(os.path.join(save_dir, 'connect_new.png'),blank_image)#保存文件\n", "#保存部分\n", "connects=connects_new\n", "\n", "# 初始化一个空集合用于存储所有的端点\n", "corners = set()\n", "\n", "# 遍历所有的线段\n", "for line in connects:\n", " # 遍历线段的两个端点\n", " for point in line:\n", " # 将端点转换为不可变的元组,然后添加到集合中\n", " corners.add(tuple(point))\n", "\n", "# 最后,如果你需要一个数组而不是一个集合,你可以将corners转换回数组\n", "corners = np.array(list(corners))\n", "print(corners.shape)\n", "depth_values = depth_img[corners[:, 1], corners[:, 0]]\n", "points_depth = np.column_stack((corners, depth_values))\n", "points_depth = np.array(points_depth)\n", "np.savetxt(os.path.join(save_dir, 'points_depth.txt'), points_depth, fmt='%d', delimiter=', ')\n", "depth_values_start = depth_img[connects[:, 0, 1], connects[:, 0, 0]]\n", "depth_values_end = depth_img[connects[:, 1, 1], connects[:, 1, 0]]\n", "lines_depth_start = np.column_stack((connects[:, 0, :], depth_values_start))\n", "lines_depth_end = np.column_stack((connects[:, 1, :], depth_values_end))\n", "lines_depth = np.stack((lines_depth_start, lines_depth_end), axis=1)\n", "with open(os.path.join(save_dir, 'lines_depth.txt'), 'w') as f:\n", " for line in lines_depth:\n", " f.write(','.join(map(str, line[0])) + ' ' + ','.join(map(str, line[1])) + '\\n')\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "b14f2139-52ca-4f5f-ac89-6e6571332853", "metadata": {}, "outputs": [], "source": [ "\n" ] }, { "cell_type": "code", "execution_count": 12, "id": "15884a3a-1dc3-44b5-9f92-e6ec6fdcac38", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(34078, 2, 2)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(548, 2, 2)\n", "(1036, 2, 2)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 创建一个空的列表来存储连接线\n", "connect_lines = []\n", "\n", "# 遍历每一个白色像素点\n", "for point in white_points:\n", " # 计算该点到corners中所有点的距离\n", " distances = np.sqrt(np.sum((corners - point)**2, axis=1))\n", " \n", " # 找到距离最近的两个点的索引\n", " closest_points_idx = np.argsort(distances)[:2]\n", " \n", " # 获取这两个点的坐标\n", " closest_points = corners[closest_points_idx]\n", " \n", " # 将这两个点的坐标添加到connect_lines\n", " connect_lines.append(closest_points)\n", "\n", "# 将connect_lines转换为numpy数组\n", "connect_lines = np.array(connect_lines)\n", "print(connect_lines.shape)\n", "# 去除重复的线段\n", "\n", "new_img=np.zeros(img.shape)\n", "for line in connect_lines.reshape(-1,4):\n", " x1, y1, x2, y2 = line\n", " cv2.line(new_img, (x1, y1), (x2, y2), (0, 255, 255), 2)\n", "plt.imshow(new_img)\n", "plt.show()\n", "unique_lines=np.array(remove_duplicates(connect_lines))\n", "unique_lines2=np.array(remove_duplicates2(connect_lines))\n", "print(unique_lines.shape)\n", "print(unique_lines2.shape)\n", "#unique_lines = np.unique(np.sort(connect_lines, axis=1), axis=0)\n", "for line in unique_lines.reshape(-1,4):\n", " x1, y1, x2, y2 = line\n", " cv2.line(new_img, (x1, y1), (x2, y2), (0, 255, 0), 1)\n", "plt.imshow(new_img)\n", "plt.show()\n", "for corner in corners:\n", " x, y = corner.ravel() # 将角点坐标展平\n", " cv2.circle(new_img, (x, y), 2, (255,0,0), -1) # 在角点位置绘制圆\n", "plt.imshow(new_img)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 6, "id": "c27294a2-0212-478b-85e8-d3997deb47f6", "metadata": {}, "outputs": [], "source": [ "def pic_corners_connections_detect_refer_white(pic_dir, depth_dir, save_dir, interactive_plot, interactive_hlpp):\n", " img = cv2.imread(pic_dir)\n", " cv2.imwrite(os.path.join(save_dir, 'source.png'),img)\n", " gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n", " # 找到所有亮度大于200的像素点\n", " white_points = np.where(gray > 50)\n", " # 新建一张和img大小一样的黑色图像\n", " new_img = np.zeros_like(img)\n", " # 在新图像上画出所有亮度大于200的像素点\n", " new_img[white_points] = 255\n", "\n", " # 使用plt展示新图像\n", " plt.imshow(new_img, cmap='gray')\n", " plt.show()\n", " p1,p2,p3,p4,p5,p6 = interactive_plot.result\n", " corners = cv2.goodFeaturesToTrack(gray, maxCorners=p1, qualityLevel=p2, minDistance=p3, blockSize=int(p4), useHarrisDetector=p5, k=p6)\n", " corners = np.intp(corners)\n", " # 统计并打印白色像素点的数量\n", " num_white_points = len(white_points[0])\n", " print(\"Number of white points: \", num_white_points)\n", " #new_img = np.zeros_like(img)\n", " for corner in corners:\n", " x, y = corner.ravel() # 将角点坐标展平\n", " cv2.circle(new_img, (x, y), 5, (0,255,0), -1) # 在角点位置绘制圆\n", " plt.imshow(new_img)\n", " plt.show()\n", " #从白色的点中去除一些以corner为圆心的圆\n", " for corner in corners:\n", " x, y = corner.ravel() # 将角点坐标展平\n", " cv2.circle(new_img, (x, y), 6, (0,0,0), -1) # 在角点位置绘制圆\n", " gray = cv2.cvtColor(new_img, cv2.COLOR_BGR2GRAY)\n", " # 找到所有新白色点\n", " white_points = np.where(gray == 255)\n", " num_white_points = len(white_points[0])\n", " print(\"Number of white points without corners: \", num_white_points)\n", " corners=corners.reshape(-1,2)\n", " white_points = np.transpose(white_points)\n", " white_points = np.fliplr(white_points)\n", " print(white_points.shape,corners.shape) \n", " # 创建一个空的列表来存储连接线\n", " connect_lines = [] \n", " # 遍历每一个白色像素点\n", " for point in white_points:\n", " # 计算该点到corners中所有点的距离\n", " distances = np.sqrt(np.sum((corners - point)**2, axis=1))\n", " \n", " # 找到距离最近的两个点的索引\n", " closest_points_idx = np.argsort(distances)[:2]\n", " \n", " # 获取这两个点的坐标\n", " closest_points = corners[closest_points_idx]\n", " \n", " # 将这两个点的坐标添加到connect_lines\n", " connect_lines.append(closest_points)\n", " \n", " # 将connect_lines转换为numpy数组\n", " connect_lines = np.array(connect_lines)\n", " print(connect_lines.shape)\n", " # 去除重复的线段\n", " new_img=np.zeros(img.shape)\n", " for line in connect_lines.reshape(-1,4):\n", " x1, y1, x2, y2 = line\n", " cv2.line(new_img, (x1, y1), (x2, y2), (0, 255, 255), 2)\n", " plt.imshow(new_img)\n", " plt.show()\n", " unique_lines=np.array(remove_duplicates(connect_lines))\n", " print(unique_lines.shape)\n", " for line in unique_lines.reshape(-1,4):\n", " x1, y1, x2, y2 = line\n", " cv2.line(new_img, (x1, y1), (x2, y2), (0, 255, 0), 1)\n", " plt.imshow(new_img)\n", " plt.show()\n", " for corner in corners:\n", " x, y = corner.ravel() # 将角点坐标展平\n", " cv2.circle(new_img, (x, y), 2, (255,0,0), -1) # 在角点位置绘制圆\n", " plt.imshow(new_img)\n", " plt.show()\n", "\n", " cv2.imwrite(os.path.join(save_dir, 'line_web.png'),new_img) \n", "\n", " #用凸包算法找到网格边界\n", " hull = ConvexHull(corners.reshape(-1,2))\n", " points = corners.reshape(-1,2)\n", " edges = []\n", " for simplex in hull.simplices:\n", " edge = points[simplex]\n", " edges.append(edge)\n", " edges = np.array(edges)\n", " corners = np.array(corners)\n", " corners = corners.reshape(-1,2)\n", " depth_img = cv2.imread(depth_dir, cv2.IMREAD_GRAYSCALE)\n", " lines3=unique_lines.reshape(-1,2,2)\n", " if depth_img is None:\n", " print('无法读取图片')\n", " print(depth_dir)\n", " sys.exit()\n", " depth_values = depth_img[corners[:, 1], corners[:, 0]]\n", " points_depth = np.column_stack((corners, depth_values))\n", " points_depth = np.array(points_depth)\n", " np.savetxt(os.path.join(save_dir, 'points_depth.txt'), points_depth, fmt='%d', delimiter=', ')\n", " depth_values_start = depth_img[lines3[:, 0, 1], lines3[:, 0, 0]]\n", " depth_values_end = depth_img[lines3[:, 1, 1], lines3[:, 1, 0]]\n", " lines_depth_start = np.column_stack((lines3[:, 0, :], depth_values_start))\n", " lines_depth_end = np.column_stack((lines3[:, 1, :], depth_values_end))\n", " lines_depth = np.stack((lines_depth_start, lines_depth_end), axis=1)\n", " with open(os.path.join(save_dir, 'lines_depth.txt'), 'w') as f:\n", " for line in lines_depth:\n", " f.write(','.join(map(str, line[0])) + ' ' + ','.join(map(str, line[1])) + '\\n')\n", " depth_values_edges_start = depth_img[edges[:, 0, 1], edges[:, 0, 0]]\n", " depth_values_edges_end = depth_img[edges[:, 1, 1], edges[:, 1, 0]]\n", " edges_depth_start = np.column_stack((edges[:, 0, :], depth_values_edges_start))\n", " edges_depth_end = np.column_stack((edges[:, 1, :], depth_values_edges_end))\n", " edges_depth = np.stack((edges_depth_start, edges_depth_end), axis=1)\n", " with open(os.path.join(save_dir, 'edges_depth.txt'), 'w') as f:\n", " for edge in edges_depth:\n", " f.write(','.join(map(str, edge[0])) + ' ' + ','.join(map(str, edge[1])) + '\\n')\n", " cv2.imwrite(os.path.join(save_dir, 'depth.png'),depth_img)\n", "\n", " print('检测到角点数目',len(corners),'最终连线数目',len(lines3))\n", "\n", "\n", "def dir_corners_connections_detect(pics_dir, depths_dir, saves_dir, interactive_plot, interactive_hlpp):\n", " pics = os.listdir(pics_dir)\n", " for pic in pics:\n", " pic_name = os.path.splitext(pic)[0]\n", " pic_dir = os.path.join(pics_dir, pic)\n", " depth_dir = os.path.join(depths_dir, pic_name + '_depth'+'.png')\n", " save_dir = os.path.join(saves_dir, pic_name)\n", " if not os.path.exists(save_dir):\n", " os.makedirs(save_dir)\n", " pic_corners_connections_detect(pic_dir, depth_dir, save_dir, interactive_plot, interactive_hlpp)\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "6c88b9a4-9505-43b5-96e1-3c9f30d81425", "metadata": {}, "outputs": [ { "data": { "image/png": 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YQWrUqKHQefl8PuncuTPp3r07MTIyIjo6OqR169bE0dFRYSeaX8mocwvll0VHRwc6OjoActfd6tevzzo6mJmZwcTEBE+ePIGenh5evHiBiIgIaGlpoWXLlrh9+zYcHBxw7949uU4ClStXxqRJk3D37l2MHDlSor7czxBCEBMTA6FQyLZ7/vw5bt++je7du2PDhg1/tAt5Tk4Ozpw5AwAIDAzE4sWLkZmZiRcvXmDRokUYNmwYjIyMcOnSpWKdPzMzE/v378fDhw+xaNEi8Hg8HD58GLVr14aRkRHb7tKlSzLj+GJiYn6JzC5CoRCJiYnIysoqsJ2JiQn7uVeE7OxsHDx4EAYGBujatSt+/PgBhmGgr6+PN2/e/JHB+VT4KGUKwzAQCAQS26pXrw4tLS22+gGHw0GlSpXA5/MB5Apds2bNsH37dmRmZoJhGISGhuLDhw+wtrZGYmIinjx5gqysLCQkJKBPnz4QCATgcrmYPXs27t27h82bN+PGjRsIDw+XuLaGhgYCAwNBCEFISAjCw8MLFS1CCB49eiSxTSwWY926dQgICEC/fv2wffv2P1r8AODs2bMghGD69OnYsWMH3r59i5iYGCxcuBATJkyAWCzGlStXin1+DoeD5ORkjB49GiKRCCYmJqhevTq7X1tbGxoaGuDz+ejcuTMbqP748WN8+/aNdVxSVVUFAHz69Alnz55lj/85q0t8fLzcmE1CSKECVVSqVauGqKioQtvVrFkTFy9eLLJgff/+HSkpKRg3bhzat2+P8PDwPzbvKQ1gp5QKfD4fZmZmqFmzJqpUqYIvX74gJycH2traaNeuHZ49e4aXL18CACwsLPDmzRs8f/4cQK6IfPr0iQ0od3R0hL+/P0JCQqS+mHp6ejAwMJC6vpmZGby8vDBr1iwAQJs2beDh4YEZM2YAyBVTPz8/1KxZE1evXsX169eL9MPVoUMHXL9+Hd++fZPYzuFwMGDAAIjFYip+/8PExAQTJkzAunXr2FJDKioqGD9+PKKionDu3Dl4eHjgyJEjCp+Tz+dj9uzZWL16tULiIAuGYSQesH6mSZMmsLS0ZF+npaUhMjISQK6zlI+PD3vsjx8/cPz4cfYzq6WlJeHM8+rVKzx+/FhuX1JSUqSyBjVu3BhJSUlsYm5ZqKioYNq0aZg3b16RAv0ZhkHXrl1hYmKCx48fo2rVqtiyZctvOdqjmVso5Ubfvn3BMAy+ffsGDoeDW7duSaT0ysrKKjRTSh6DBw8GIQSbNm1it3G5XPB4sicoHB0dUa9ePfz777/49OkTAEBVVRUbN27EtGnToKOjAz8/P7x//x4HDhwo1pN6//79ERsbi1OnTknto+InjbGxMSZOnMjGThJCwOPx0Lx5cwwZMgSnTp3C5s2bFT7fgAEDEBMTI/P9Lw8YhoGamprc/ZUqVUKVKlXY11lZWRKfM2dnZ9SrV499HRERgVevXrGvw8PDMXr0aMTGxkJFRUXq/BkZGdi2bRscHBxga2uL6dOnK/w509bWxqBBg/DkyRNcvXoVIpEIvXr1grq6OjZs2PDbjfqo8FHKBaFQiIkTJyI4OLjQ4q2FwePxcOTIESxevBgeHh6s2FWvXh1ubm4yjzEzM0N8fDycnZ0lKiX07t0bvXv3xvXr14ucT/Jnhg4dCpFIJCHG+aHiJ422tjbatm0LHo+HXbt2se9J165dMXz4cKxduxZ37txBdHR0gQ8jNWrUgJ+fH+bOnftbv68jR47E4cOH5eYSzczMROvWrVGzZk28ffsWO3bsKPQzraOjg6CgIOzfv19iBMrhcDBu3DicP38eT58+LdX7UDaKCB9d46OUGAsLC3z+/LnEogcAVlZW8PT0RKdOnTB06FCpaamcnBx2ekYsFuPRo0eIiIiAmZkZ2yZvjbBdu3bIzs7G8uXLS1w66O7duxJP9D8jFouxdetWTJgwAb6+vjh27FiJrvc7kJSUhH379mHgwIHo3bs3K36GhoaYM2cOVFVVMXDgQGRkZEBXVxdnzpxBeHg4oqKiIBKJIBKJoKGhgR49emDp0qW/tegJBAJoaWkhOjpabqJthmFgaGiISZMmwdzcHGPHjmUz3MhCW1sbQUFBOHDggNS0q1gsxubNmzFlyhTk5OSwFUr+FKjwUUpMjx49cPDgwVI5l4aGBtLS0uDr64svX77gxYsXEg4Gz549Y9dACCH4+PEjGIbB8ePHAfx/ejIrKyuMHj0a27dvL5UyP1FRUahUqVKBbcRiMbZs2YKgoCC8fv0ar1+/LvF1f3VEIhE2b97Mit/Fixehq6uLK1euQCQS4eTJk+BwOLCxsUHVqlXh5+cHHR0dcDgcxMfHw9raGs+fP4dQKIRQKFS46O2vho6OjsRUqCwEAgHi4+NZmzVrFgIDA2FjY4M9e/ZILC14eHigV69e2LZtm9y1xoSEBCxcuBBjxowp8prhrw4VPkqJYBgGXC6XXVsrKXXq1EHLli1ZB4asrCyIxWIwDCO1RsgwDJycnGBrawsLCwu0adMGI0eOxOnTpxEcHFxgiEJxkJUpPz9cLhcqKip4/fo19u/fj02bNpXY88/AwADVqlUr0TmA3DWlvJADWfB4PIUeEAghCA0NlVu89mfyRuibN29GUFAQ1q5diylTpkg4VYjFYrx//x7v379n+6KqqorOnTvDycmJzcJz//591iHExsYGFhYWAIAPHz7g4sWLAHI/E/lnCT5+/IiIiIhC+5k3wlQmhY1oq1atKpF5JSMjA/Pnz0fTpk0xfvx4LFq0CBkZGfD09ET79u2xbt061qFMHrGxsTh//jwGDx6M5cuXl8Zt/BJQ4aOUiMqVK+Pr16/FjpPi8XgwMTFhcwmamJjAx8cHX758gYaGBlJTU9GsWTNERUVhzpw5EIlE0NfXR1JSEkQiEQghGDZsGBwcHLBq1SpMnToVW7ZsgVgsluu9V1xat26NdevWSf1A6erqsh6jsbGxOH36NMLDw3Ho0CFER0eX6JqampqFCm5p0Lhx40JHtECu8Nnb20uMLlRVVdGmTRupsBUAuH37Nt6+fQuGYaCurg5jY2MkJSUVWD4nJycHGRkZMDU1xfDhw2XmWDUyMpKZEk1bWxve3t7gcrkAcmvX5ffErV69OpycnKSOe/r0qZQ3pYGBgUyHFpFIhLNnz5Y4MXZefGjeA92RI0cKdDSpUaMGzp8/L7EtJycH58+fByEEEyZMwK1bt9C0aVPMmjVL4YeTa9euQU1NDT4+PkpzHipvqPBRZJInGoV5YrZs2VJqcTz/6EFVVRU1a9YEwzAQi8XQ0NBAp06d2P3fvn2DlZUV+7patWrYuHEjTp06BUtLS0RERODUqVPIysoCj8fD0KFDMWrUKISFhSEtLQ22traoUaMGeDweli1bxopeWZAnzgzDQFVVFbVq1ULdunUhFArx7NkzzJo1CwkJCRCLxdi3bx+MjIxKLHwpKSnlMmVakmswDIPdu3cXmAiZYRjUr18f69evh6+vLzgcDhuf+fLlS6SkpCA7O5v94ffy8sLHjx/ZUeDPxMbGIjY2Vua+e/fuye2HQCCAUChU6L7c3NxgbGwsc5+1tbXcz5mZmRnatm2r0DVu376N5ORk2NnZQSQSoUOHDlLhOoQQnD17Fj4+PjA3N0fHjh2RkpKCq1evgmEYPH78GNeuXYOuri527NgBT09PhUUvj8uXL2Ps2LGsqP/uUOH7hTE2NlZ4VOPh4QFbW1tkZWUhJiamwLZCoRC9evVCeno6jh49ivT0dPD5fKSnp+Pu3bsAgMTERPz48QMaGhpISUnBiBEjoKKigujoaDRv3hympqb4/PkzHj58CFtbWzAMg0+fPuHKlStYsGABe62fn8hnzZqF+Ph4aGtrIzk5GfXr14eLiws0NDTQvn17ODg4QCgUwtTUlC238uzZM+Tk5JS5N6VAIEDjxo1Ru3ZtVKpUCWFhYdizZ4/M6gCEEDRo0OCPKFpLCCnUecjU1BQxMTHYtWsXO6VYqVIlmJubo3PnznB0dMSHDx/YUJhOnTph2bJlYBimVN3tfw4zKIjr168X+zpbt24tUvu+ffvi48ePuHbtmtw258+fx/bt22FoaMhOeXp7e6NKlSrw8vKCra0tcnJy4OzsrND0bn4yMzOxZMkSzJw5E0+ePCnxA1tFhwqfknBxcZEKv9DQ0EDnzp0RHR1d6JpZ3hN0amoqTp48Wej18oLEk5KScOfOnUJ/TDQ0NLBnzx72R0pLSwu1a9eGi4sL7O3tYWJigqysLLRv3x4vX75EbGwsRCIRbty4gRMnTgDInYYp6hQoIQTLly9HTk4OXr58iR8/fkAoFCI5ORkLFixgR6Dv379nM9OLRCJ07dq1zBfndXV1MXbsWAQFBSEsLExiuu9nrly5gqZNm5Zpf34levToIZVt5OPHj/j48SNu3boFoVAIdXV1NGzYEDY2NnBxccGcOXNw48YNCYcWGxsbduo3KysLBw8elBjd/Pwg+OnTpyKLAJD7mSovL1KGYWBtbY2jR4/KbaOpqYk6depg27ZtiI6OZoUpLxZw7969qF69OrS1teHn54eIiAiFU5rlkZWVhW3btmH06NGYOXNmqWemqUhQ4VMC9evXx9ChQxEcHCyx/fv371iyZAm+ffsmdxonPxs2bCiT/uVNQ6WkpLA/VCkpKazDSZ6ThIWFBRo0aIAzZ86USigDkOuE0bRpU2RmZiIiIqJABxV9fX2oqqqCz+dj0KBBiI6OLtCBoyQ4ODhg/fr1qFy5Mvz9/SVGrbLIzs6Gr68vDh48qHSnCWWjqqoKfX39AuPFMjMzkZmZiePHj0NHRwcikUimp7CxsbFESaj8D3B8Ph/t27eHuro6uy02NlYq2w6Q+2DXunVrdi3wZ54+fSrXG1JFRaXAmox37twpkrMXh8NBXFxcgWuGAoEACQkJch9Y86b9P378iFWrViEgIAAzZ84schhPWFgY1q9fj9atW+Pff//9bT+7VPiUwPfv37Fv3z6JzA0VCW1tbTg7Oxc6KkxJSSk1wcsjKysLb968KXD0NnbsWLi7u6NmzZowMTEBkPtDlv8Hr7SpVKkSHj58iB07dqBVq1YYP348tm/fLjd9lkgkQnZ2Nry8vJQef5aRkYHQ0FCl9aNHjx749OmTwqN/AwMDmY4yQG7C6YKm6hWdWuZwONi5c6dCbWX1r06dOgXu/3k25+fMLfnR1NRkU/wJBAK4ubmxiRtev36N69evQ0dHBzExMeDxeHLX3d3d3fHp0ye8evUKFy9eRNeuXbFt27Yi/90/f/6Mhg0bYuDAgdi0aZPSP79lARU+JVCnTh08efJE2d2QC8MwuHDhglI+8JaWlqhduza71qGtrY0+ffqwU1gaGhoYPXq0VCHYnJycMovx4nA4aNKkCc6cOYPs7GycPHkS79+/x5gxY3Dt2jVcvXqVnW5TU1NDs2bN0KdPH7i7u1eI6c6srCy8f/9e7t9TQ0OjTLMe2drasjF53759w4cPH/DgwQP8+PEDiYmJUu09PT3LvGCqWCwutldmcnIyPnz4UKRjCiqYmz9HJ4/HQ+XKlaVGohkZGQgICICuri4+f/6M+/fv4/379+znjmEYREVFscJ//vx5zJ8/Hw0bNixw3VAe//zzDzp06ABHR8ciT5n+ClDhUwKEEJku2hWF0gj4Li4CgUBC+HJychAbGws3NzeMHTtWrjNPdnZ2ibOzyINhGDx69AgJCQnstpcvX2LGjBkICAhAq1atsGnTJlhZWaF79+548+YNxo8fL9G+ImNra4uqVauWy7UMDQ0xdOhQ9O/fHzo6OggPD0dYWBhu3ryJnJwc9sefw+HIzc0KoNRnGpRJy5YtsX37dgC59yXPw/bBgwe4efMmPn36BA8PD/j6+iIxMRF37tzB58+f0ahRI6xYsQJArrAvWrQIS5cuxYsXL/D9+/ci9UksFuPcuXOYPn06tm/f/ttldqHCV84IhUI0bdoUhw4dUnZX5NKoUaMCE/KWNZqamnBwcIC3tzd4PB4sLCzQs2dP8Hg8xMTEsD960dHRuHbtGrhcLnr37o369euXqOyNPBwdHWFnZyc19Zueno7Vq1ejevXq2LdvH0JDQzFx4kQ2o/+vQmhoaIEVAUqblStXAsgVXDU1Ndjb28PX1xdcLheTJk2CtbU1eDweWrVqxR7D4/HY2nvZ2dk4cuRIkZ2Zrl+/LjcdWElJTU0t1giSw+Hg69evbBWLgjh16hQ6d+6M6dOnsw471apVw4ABA+Dp6YnTp09LPBDExcVh9+7dGDNmDGbOnFnkGZyUlBSEhISgTZs2+PDhwy9R01BRqPCVMxwOBzdv3qzQHyKxWCw3/19ZwuPxUKVKFfj7+8PPzw+JiYlISUnBoUOH8OjRI4jFYly/fp0tpEkIwY8fP2BoaIj27duzXp6ljaqqKhvGIYvnz58jMTERt27d+uVET5nkTRe+ePECR48eBcMw0NDQgLe3NywsLLBt2za2raamJho2bFhgrGAeefX4NDQ0JLY3b968SCPFKlWqyAySl3cvBa3Z83g8mX0XCARwd3fHly9fcPfuXXz9+lWuQL169QrGxsbQ0tJiRfbVq1eYOHEiOnXqhA4dOoDL5Uo4pFy+fBkNGzZE48aNi/Wdjo+Px/Xr1zFhwgQsWbKE9WTOyckp9VCT8oQKXznj7u5eaOZwZUMIUbiEUGnC4/Fgb2+PwMBAnD17ln044HA48Pb2hqamJrp06YL4+HjweDy0b98ePB4PGRkZ0NDQQKtWrXDgwIFS75ePj0+FHqH/LhBCkJKSgkuXLqF58+ZsnCaQm/D6n3/+UfhcO3bsKHF/rK2tS+W7yjAMfH195YpoZGQk+vTpgylTpiAsLAynTp3C+fPnERsbKyGCOTk5ePLkCVxcXHDr1i12u6amJuzs7ODu7g5PT0/cvHmT3ZednY3Vq1cjODgYz58/L1aFks+fP+P169dYtmwZbt++jZSUFCQkJKBu3bpYvnx5kYPlKwJU+MoZgUCAc+fOKbsbcmEYBo0bN8adO3fK/docDgc6Ojpo2LChRH2z8+fPIz4+nnVeefjwIaKjo9lCpnlBz5cuXSr1PvH5fGRmZhaY2URDQwOampq/pfebMqgoo4jSyj8LFO5tKhAIYGZmhhYtWqB79+6YPHkyHj16hEOHDuHevXuIjo6GWCzG7du30bx5c9y6dQsMw8Dd3R1du3bFiRMncPbsWYwYMQL379+XiMHL+64MHToU8+bNK9bn9MyZMzA3N8eOHTsgFouhrq4OgUCAunXrlsn3rqyhwlfOtG3bll2ArqhYWloq7Uc8IiICM2fOLFIKLU1NTfB4vDLx6tTV1YWrq2uBU2T29vYwNTVVyvQw5fcgKysLHz9+xKZNm7B582ZUrlwZzZs3R79+/TBt2jSEhYXh33//xaVLl2BnZwcbGxt4enpCIBBg/vz5bKxiTEwMvLy8cOHCBYnznz59Gg0bNkSjRo1w9erVIvcvJSUFDMPA1tYW7969w48fP3Dp0iV06dJFanr1V4AKXynD4/FQqVIluV6b79+/x+fPn0t8nbwg86Jia2vLOgn8DCEEsbGxCAsLg0gkQt26dSXcqr99+yZxXwV53RWXPG+++vXrS+2ztLRkHR4IISCEgMPhwMjICDY2NqXeFyA3SP748eOFjkJEIpFM13wKpagQQhAWFoawsDBs2bIFZmZmGDRoEEaPHo2//voLQqEQPB4PK1eulAo1WLx4MdavX4+HDx9KeBWLxWIsWbIEY8aMwd27dwvMOiSvT6dPn0bt2rXZ34CsrCx8/foV1tbWRQ7vUDZU+EoRLpeLypUryx2tVK5cGfXq1ZNYL6pXr57c7PupqalyM5c0btwYdnZ2MveFhYXJjRO0sLCQu9bw9u1b3L59G2pqasjJyYG5uTkaNmzI7k9ISIC+vj7s7e0BAOrq6qUeNG5ubo4zZ86w05fJycno2rUr1NTUwDAMK/b79u3DhQsX0KpVK7i4uMjNwFFSGjZsWKj3oKqqaplcm0LJGwlOmTIF8+bNQ5s2bTB16lTcv39fZnxdQkICzp49i/bt20vlC42NjcX169fRvXt3CcchRXn//j38/PwkRnihoaFo3LgxwsPDK8wUtSJQ4StFrKyspGLJOBwOLCws4Ofnh6pVq0JNTQ21a9dm9+floZRFWFiYXE+xgubVMzIyiu01qqGhgY8fPyIlJQWHDx/G4cOHJfarqqpCRUUFQO4U36JFi4p1HXnkBeLOnTsXKSkpUFdXR8uWLaU89Pz8/NCiRQt2vaGsvnR8Pr/QNYxOnTqVmfBSKHmkpaXh0KFDYBgGEydOxMGDByUcgPLYuXMnZs+ejcqVK0vNPF2+fBlBQUFwcnIqcmxeVlYWvn//DisrK4SHhwPI9frMycmBkZFRocnvKxJU+EoJLS0tuLu7s6M5HR0d1KhRA926dcOnT59w+PBhnD59GjY2NmzRzIqIg4NDgcHM6enprKi+efOmTMIy7O3t2TykDMMgOjoax44dk2oXFRWFc+fOgcPhYO7cuaXeDw6Hg2bNmmHv3r0FthMIBMjIyKDOLZRy4dSpUxg9ejQ6d+6MzZs3S+0XiUT4999/MXjwYEybNk1i7Ts7OxsbN27EuHHjMGvWrCInfbh37x4aNmzICh8APHnyBK6urhXaae9nqPCVEt7e3rh06RKqVKkCT09PeHp64urVq5g2bRri4+MhFovLbB3qdyImJgYdOnSQyKiflZVV6BdUXgmZkowENTQ0cPv27ULX7hiGwaVLl4qcHYNCKQ5paWkIDAzEokWLcOjQIZmfz7t376JJkyZo3bq11ENjdHQ0Ll68iC5dumDbtm1F+o68efMGHTt2hEAgYD1HIyMj0bBhQ6ioqBR57VBZKC831W8CwzCoVKkS2rVrhxEjRqBJkya4d+8ehg0bhr179+Lbt290JFAEUlJS8PbtW8THx7OmyFNp3vRrfnJychQq2SSPatWqwcjIqMAfBm1tbTRp0gQHDhz4pdY4KL82Dx8+xOvXrzFr1iyZKQYJIdi+fTt8fX2l8toCwMWLF2FsbMyGDClKZmYm4uLiYG1tzW7LK3n2Kz3Y0xFfCdHX10eNGjXw5csXHDt2DM+fP1d2l35JGIZhPTTXrFkjM4A+KSlJIjvLxYsX8fHjRwgEAvj7+0st9hNCSjQKMzAwYGMF5cHj8aCjo0NHe5RyRSQSYebMmTh48CCqVq2Kly9fSrX58uULjh8/zpZAy/9gJhKJsGXLFowZMwazZ88uUijQ+/fv4enpiQ8fPrDnfP78Odq2bVthK878DBW+EjJ37lyEhIQgLS2twNpxfzpcLhd6enqsV6aTk5PEWmKNGjVQpUoVmJmZYe7cuRJrCHkkJyfj/fv37Ov8X2ShUFjqffb19S2zmocUSkn58uUL9u3bh1WrVsHHx0fmNOP58+fh6+uLypUrS+UDjY2NxY0bN9CjRw+5Xp4CgQA6OjowNTWFh4cHkpKS0LNnT+jp6YHP54PL5cLc3BzZ2dlo2LAhjhw5UqHTMeZBha+EGBgYKNzW09Pzl4j1KmpaIy6XC7FYDC6XC2dnZ7aWWps2bWBmZgaxWAwNDQ00adIEX79+xdevX6GmpgZVVVU8fPgQT548wZUrV7B582asXLkSp0+frhBfnk+fPhUac6mnp1cm8YwUiiJs27YNTZs2RYsWLWRO66enp2Px4sWYOHEihg8fLlVV/eLFi5g8eTKcnZ3x8uVL6OrqwtbWFtbW1qhWrRqA3Cn/kydPIikpCVeuXMG7d+9gYmKCU6dOAch96BSLxYiJiVFqZZeiQL+xRaCki7eVK1eu0HX4gNz5+uPHjyvc3s7ODpcvX0ZiYiK4XC5ycnLYVE8MwyAuLg5Hjx6FWCzG0qVL8eXLF0RHR7PH5x+15cXqubi4wMHBQSqEQR55042liZ6eHhwdHQudwmzUqBE0NTWVktuUQklNTcXy5csxefJk3Lx5U2YprFevXiE2NhZ16tSRyOMJ5K6Db9myBcHBwfj48SOSk5MRHx+Pp0+f4tatW+x3Nf/3VFNTU+L7ljdNWtRqGcqkSML34MED7NixA1euXMHHjx+hr6+PunXrYu7cuXBwcJBo++rVK/z999+4efMmBAIBfHx8sHTpUhgaGkq0E4vFWLx4MdatW4evX7/CwcEBQUFB6N69e8nvrhRRUVHB1q1bER8fj4MHDyI1NRXfv39HRETEH72+Ex8fj+DgYNy7dw8A8OPHj2KP1rKysvDhwwccOHAA//77L54+fcruc3NzQ61atWQeV7lyZYWz6CsKn8/H8+fPC3VYYRgGr1+//i2LdVJ+DW7duoXQ0FCMGDEC8+bNk/mZXbRoEf7++2/cvXtXIv2enp4evLy84ODggHnz5pVZhZOKRpGEb8GCBbh16xY6d+6M6tWrIzo6GqtXr0bNmjVx9+5dODs7A8h1b23UqBG0tbURHByM1NRULF68GM+fP8f9+/fZqTAAmDJlCubPn49Bgwahdu3aOH78OHr06AGGYdCtW7fSvdsSoK6ujvT0dOzatYt9uieEIDIysswKoP4KJCQk4Ny5c6VSGDQnJwdhYWFgGAanTp2CpaUlu+/p06dyE/0OGjSo1IUvb1pWEVJTU+mIj6I0cnJysG7dOpw/fx6XLl2SmWA+ISEBb9++hYeHB1vZwcTEBBMnTsSaNWswa9asIjm4yPKi/pUokvCNHTsWe/fulRCurl27wsXFBfPnz8fu3bsBAMHBwfjx4wcePXoEKysrAECdOnXQokULbN++HYMHDwaQG4C8ZMkSjBgxAqtXrwYADBw4EF5eXhg/fjw6d+5cYTJiNGjQAC9fvmRHNnlQh5bSQyAQwMPDAzY2NrCwsFD4yyUSiUq9Dh6Pxyt0FMcwDBo0aIDDhw/TkBWKUvn8+TP279+PMWPG4OHDhzIfxE6dOoXly5fj9evXqFOnDjp27IgFCxbg3bt3sLe3h56ensIVKbp06cKu8f2KFEn46tWrJ7XN3t4eTk5OEm6shw8fRtu2bVnRA3KLQDo4OODAgQOs8B0/fhzZ2dkYPnw4245hGAwbNgw9evTAnTt30KBBgyLfVFmQk5PzS5bf+JXg8XjQ0NBAixYtEBUVVaRjJ06ciOrVq+Po0aMSmeLV1NQkHtQUgWEYWFlZ4fTp04W2q1q1qtTDEIVS3hBCsGDBAhw7dgwNGzaUqhSSl+f2v//+w+7du/Hff/9BU1MT7du3x+bNm8Hj8dC8eXOEhoYqdL1fPT9tiZ1bCCGIiYmBk5MTgNxRXGxsLNzd3aXa1qlTR+LHJDQ0FOrq6qz3UP52efsrivDx+Xw0bNhQwmtJW1sbtWvXxvbt2yEUCuHv7y83gwgAmJqaIjU1Fe7u7hCLxRJJl5UNIQRv3ryBkZEReDwe1NTUUK1aNan+paWlsUm4dXV1wefzS7UfxsbGWLlyJb58+QIgd93v5cuXhY6oatWqhTZt2sDc3Bz37t2DSCTCzZs3MWDAAERGRkJTUxO6urpyj+fz+XB0dERUVBRWrVqF1q1bw87OrkBnprzkBRRKReDHjx/YuHEjFi1ahNGjR8Pf3x9RUVFISUkBn8+HsbExvLy8MHfuXFy+fBnq6upo06YNJkyYgBcvXiA+Pl7Zt1BulFj49uzZg6ioKMyePRsA2HURU1NTqbampqZsQVGhUIivX7/C2NhY6sc179i8Hz9ZZGZmSsxJy0v0XFrw+XzY29vj9u3b7DZdXV2YmZmxrwsrFcQwDFq0aAEHBwdcvnwZtWrVgra2dpn2W1EIIXj9+jWqVKmC9+/fIysrCx07dpQpfK9evQIhBK6urjKzQpSkD9+/f8e+ffvYOL7MzEz8999/hQqfkZERLC0tsWrVKvz333/sqG///v24f/9+oVPSfD4fTk5O7OczIyMD+/btk5kEOA8Oh4NGjRoV8S4plLLj4sWLmDZtGvT19XHw4EG8efOGraXXvn17PHnyhB0N/vjxAwcPHsTZs2dx+vRpfPz4Ebdv38abN29++6n7Egnf69evMWLECHh6eqJv374AwHr0yQoozluzSU9Ph1AoZP8tqJ08QkJCMGvWrJJ0v8hERkbi0aNH7OuUlBQkJiYiKysLmZmZOHLkCD5+/Cj3eB8fH5w+fRonTpwAABw4cKCsu1xkXF1dwefz8eDBg0KTaRsaGmLPnj2ldu309HRs3boVJ06cQHp6usyHCHlelu/evcP379+lwkXi4uJACCn0i5yZmYnHjx8DyH1AuXr1Kh49elTgUzCHw/mjHZsoFQ8XFxecP38eJ0+elPiuWFhYwNnZGSEhIRLtuVwuunfvjq1btyI8PBw+Pj7w8/PDhQsX8OLFC5kOL3FxcUUqFF0RKbbwRUdHw8fHB9ra2jh06BDrhJI39yvrDcubNspro6qqqlA7WQQFBWHs2LHs6+TkZAkvwNImKioKf/31F5tw+suXL9DQ0GDv+1f3cioOWVlZpf5kaGBggI4dO+LixYtYs2aNxINRdHS0xIg7P61atSq1aVdCCN6+fVvktUEKRZnweDz07dsXS5YskRA9HR0djB07FmvWrJH6ve3bty+ysrKwc+dOiMViXL16FVZWVujduzc6dOiAV69e4fLlyxKzb8nJyaXuTFbeFEv4kpKS0Lp1ayQmJuLGjRsS031505SyXMG/fv0KPT099sfM1NQUV65cASFE4uk+79j85/0ZoVBYJmmq5PHkyROoqalhw4YN4HA4yMjIgEgkwtmzZwHkejn9iXk6VVRUUKlSJTaVWEkTNQuFQmRkZCAuLg5Dhw6V+FyYmJjIXPPl8Xho2LBhqcbS6evro2nTpoWWJKKJqSkVhbp16+LOnTsSozEul4tevXrh8OHDEun+AMDR0RHm5uaYN2+exAPs58+fMW/ePLYW5oABA6CiooKTJ0/i4cOHEs5jvypFFr6MjAy0a9cOb9++xcWLF+Ho6Cix39zcHIaGhnj48KHUsffv34erqyv72tXVFZs3b8arV68kzpPnJZe/rbJJS0uDv78/6tevj+bNm8PT0xMmJibs/l/dyykPDocDX19fPHjwQKH2enp6GD58OCwtLaGiooKHDx+yLtG3b9/Gt2/fAOS+f4pmveHxeNDW1pb6gkVGRmLfvn1S7c3MzDBp0iSFzq0onz9/LjQbjFgsLlH1BwqltMhzVFm4cKGEiHl7eyM1NVVqpsTZ2Rn9+/eXEr38/PjxA0ePHsWxY8dQtWpV1K1bF82aNUNcXBw8PDxw5swZ/Pjxg23/K/0GFkn4RCIRunbtijt37uD48ePw9PSU2a5jx47YsWMHIiIi2OnHS5cu4e3bt/j777/Zdn5+fvj777+xdu1aNo6PEIL169fD3NxcZviEMvn06RM+ffqEvXv3QkdHBwYGBujatSsEAgFevXpVaAaX+/fvl1NPS4aRkZHCbb98+YJJkyZBS0sLXC4XWlpaaN68OTgcDjw9PdG2bVuoq6uzCXIZhsHZs2fZqZPo6GiJys16enqYPXs2li5dqnAfBAIB9PT0cO3aNYWPKYyHDx/K/XznJzY2ttQ9WymUotKzZ098+PBBIhews7MzmjRpgpkzZ0rMTJiYmGDcuHEYP368Qp6chBC8evUKr169gqqqKpYsWYLv37+jXr16yMnJgaamJjp16gQ+n1+qa/5lSZGEb9y4cThx4gTatWuH+Ph4NmA9j169egEAJk+ejIMHD6JJkyYYM2YMUlNTsWjRIri4uKB///5sewsLC/z1119YtGgRsrOzUbt2bRw7dgw3btzAnj17KkzwuiwSExORmJiIBw8ewNTUFBEREYV6Dr558wZ2dnbl1MPyQywWsyO7mJgYiSzweZ8RVVVVODs7g2EYcLlc9OnTB5qamoiMjGRHi+fOnUO9evXg7+9fJG9XLpeLmTNn4ujRo6V6X76+vjhx4gSdzqRUaExNTWFpaYk5c+aw29TV1TFixAisWrVKYlSmpqaGoUOHYufOnex3VlE4HA66du2KJ0+eYMuWLRIzMgcPHkSnTp0qRHJ5RSiS8OV5zJ08eVLmFE+e8FlaWuLatWsYO3YsJk2axObqXLJkidS63Pz586Grq4sNGzZg+/btsLe3x+7du9GjR49i3hKlIpH35UhNTcXdu3fZ7fmT5ero6EAoFMLMzAxhYWHg8Xgy0y7Jg8fjISUlRWrKhmGYYodbpKSkSIxEKZSKCJfLRUBAAHbs2CFReWHy5Mk4cuSIRJ0+FRUVTJgwATdu3MCVK1eKfK1OnTqhXr16GDZsmNQyhKqq6i8181Ek4bt69arCbZ2cnHDu3LlC23E4HAQFBSEoKKgoXakw8Hg8DBgwAKampti4caOyu/NLkjc9ExMTg8uXLyM2NrZIx3M4HInafnnweDy0a9dOamZCEdLT0/H582e24oQ8Pn/+XKATFoVSljg6OiIpKQnv3r0DkPuw16pVK6SlpUlN/Y8ZMwYikahYGagcHBxQr149TJ06VaZzi5ub2y+Vr/bXKJ5UgXn//j169uyJhg0bon79+tDS0lJ2l35pMjIyCgwaLyolyYzj7OwslVXoZx49egQnJ6cKk4GH8uegqqqKbt26SUzxW1hYoHfv3li6dKnECNDb2xt8Ph+LFi0q8nXs7e0xdOhQhISEyH0o1dLSYpNf/wrQenwl5M2bNzhw4AD8/f0RGBiIDx8+ICUlBTdv3sT9+/fLPKNMaRMfH6/UMkvm5uYYM2YMXrx4AYZhoKmpWWhxSz6fXyYPHJ8+fVKoyKyTkxM4HM5v4eZN+XXw9vZGQkICG1PH5XIxZMgQzJgxQ2KtrUqVKhg3bhy6d+9e5HqiDg4OGDp0KObPny9X9DgcDry8vKRq/VVkqPCVAvfu3UPLli1x48YNrFmzBlZWVmjWrBl69OiBL1++4M2bN7hx48YvMSr49OkTPnz4oJRr8/l8NGjQAA8ePMCjR4/A5XLh7e0ttyAtl8uFv78/zM3NYWpqinr16uHQoUOl1p+rV68WmN8zD0IIdYChlCu6urqoVasWli1bBiD3uzBw4EA8f/5cwrnMyMgIQ4YMwahRo4r8QJsnegsWLChw+cHBwQE/fvz4pdbEqfCVAufPn4efnx80NDSQmZmJsLAwhIWFYfPmzahWrRosLCwwatQoVK5cGebm5oiKikJERATOnDnDnkNdXb3A0QUhBNevXy9yiqy0tLQym3tXV1cvVTHn8/moVq0anj59iiZNmgDIXWuT5SmWnp6O69ev48CBAxgxYgQmTpwIFxeXUusL8P/C+nOm+/wkJSUVmJicQilN+Hw+3N3d2Ty6Pj4+2L17N6pXrw5VVVVs2rSJbaujo4PVq1cjODgYb968KdJ1FB3pOTg44Pv375g+fXqJ7qu8ocJXCqSnp2Ps2LFYuXIlhEIhmxYoJycHz58/x/Pnz3HmzBm4u7tjxowZGDZsmNQ56tWrV2D8HCEEXl5erKOFl5cXbG1tC+3bgwcPEB4eDjU1Ndja2koJFSEEJ0+eZF2bDQwM4OrqyhYVzkNPTw++vr7stGNGRgZq1KhRpJg/RYiLi5Oo45gfCwsLtGjRAkCut2hcXBw4HA6MjIyQmZlZ6tnlP3/+XGgx2pycHAiFQlhZWRWYp5UiH11dXVhYWIAQgrp168LNzQ0aGho4c+YMzYX6P3g8Hjw8PNC6dWu8efMG8+bNQ2pqKsaMGYORI0fC2toaISEhrGczh8NB9+7dcenSJbkFnOWhyEiPYRj06NEDQqEQW7ZsKfH9lTdU+EqJxMREBAcHo1atWnLzSb548QJ3795FdHS0lOt9UafoDh8+XKTRlqamJlxcXGQek5OTw66RaWtro0WLFkhOTsaDBw/Y6QuRSCQRwvLjxw9s374d69evL1K/C0MkEuHx48c4cuSI1L68GMCfEQqFePToEQ4fPlyqfYmOjkbVqlWhpaUld61WXV0d7u7uOH/+PBW+AuByuVBXV4eLiwtMTU2hrq4Of39/pKSk4O3bt7Czs8OJEyfw5s0bhIWFQVdXF5MnT8b8+fMr1Dp53rpz3vdIRUUFjRo1UmgtOA9CCG7duqXwfbm4uKBfv364f/8+lixZgoSEBHbf/v37cf36dQwcOFBiKnPgwIHIysrCtm3bipRPV9GRXvfu3aGlpYUNGzYofO6KBBW+UuT169fQ0NCAtra2TM/EjIwMODg4lMrooKiOFAkJCQpNyTEMg0GDBmH58uWFhhVoa2tLeI6VBjweT25yaEKIzNACDoejUAWG4vZHXnySi4sL/v77b1hZWaF+/fp4+PBhgaEPfyJmZmaoW7cuatasCQ0NDbx69QoxMTG4ePEiLl68iKysLMTFxck8Njo6GpMmTUJwcHC5jfwEAgHs7OzYmY0aNWqgZs2a7H41NTWJhOgJCQkghIDD4UAsFuP48eNITEyEq6srXr9+LdOZJP/sTbt27eTGmqqqqkJVVRW7d+/GsmXL8OrVK/YzzuVy4eHhAX9/f4wZMwZt27bFmzdvEBkZCUdHR7i6umL8+PFF+k7keW8WNNLT1NRE586doaqqivXr1/+yDl1U+EqZtLQ0WFpagsfjyVxMPn/+fIXPaZcXE6QI2tra6NatGxITE3Hz5s0ifdHS0tKkhCIxMREREREKn6MsEYvFOHPmDCwsLKT+ljVq1EDv3r2xaNEivHv3Dr6+vpg+fTrOnDmDu3fv/tHOLnp6evDy8kLz5s0RGRmJmzdvYv369fj69WuRfijz3scpU6YgJCSkWCM/Docj4Rzl4OCAypUrs6/d3d1ZYUtLSwOPx4Orqyu4XC5EIhFu377NipdIJMKhQ4ckyolFRUVJPMTmracPHz4cHz58YJPYy+PQoUNyZ25sbW0xcOBArFq1SuLzZGxsjP79+8PY2BizZ89GQkICXr58id69e+PMmTPo3bs3pk2bJpGxpTAUGenljcLPnj2Lq1ev/rKiB1DhK3XEYjEiIyPlTn3Ex8fD19cXr169KueeKQYhBPfu3UP16tULrccH5Nbkc3V1xefPn6Grqwt/f3+oq6sXeAyHw4GdnR1u376N6OhodjuPx4ODgwOaNm3KFqLN61NecdzyhhACNzc3PH36FEDuk3aXLl3g6OiI4OBgdl3x8OHDuHTpEgICAtCqVStcuXKlyIH4+fn06VORfriUDcMwcHR0hL+/PwQCAd6/f4+5c+ciJiamRCPxe/fugWEYBAUFYe3atTIfijgcDipXrsx+5ypVqsQ6R2lqaqJVq1bgcDj4/PkzOBwOO63/+fNnXLp0CadOnQIA3LhxA1FRUex5CSGIjY0t1iheKBRCT0+v0HYFnTssLAw2NjbQ1dVlP2ctW7ZEhw4dcPbsWYmE1O/fv0daWhoOHz6MFi1aFMmDU5E1PVtbWwwbNgy7d+9mvwu/MlT4ygCRSCT3aejJkycKOaUoE1VVVTg4OBQqfHlV2ydPnsyKkqzqCT/D5XJRs2ZNqfR1eQv4Y8eORUJCAho0aAA+nw9VVVWEhoZKTBuFhoaySb/5fD40NTWLepsKcenSJbbKel6cVEpKCmbNmiVztLp8+XKMGzcOhBCFfvjkkf8HWFFq1aqFWrVq4dGjR2zBZC6Xi06dOhUp92l+9PT04OHhUWAbhmGgoqKCyMhIbNu2DXfv3i3V0cDdu3fx/ft3jBkzBv/99x9+/PgBPT09dOjQAVwuF5mZmahevTqEQiHevHmDjx8/gsfjITw8HOfOnYO+vj7Wr1+PFy9eSDhAyZs6ryiIxWLcunUL1tbWEIvFCAwMRE5ODubNmyfxAMDhcODs7Aw3NzeEhYXBxMRE4ZAkRUZ6DRs2hLe3N9auXSvxQPorQ4WvjNHR0ZHImJ6QkIBmzZph69atFTah64sXL1C3bt1C26WkpOD06dMST/SKhE5kZ2fLdQCqU6cObt26hRs3bsDExAQaGhpo3bq1zBF03759YW1tDUtLS4hEoiK7bCuCWCxGx44dcfToUQwaNAjJycnYu3ev3FFMnuPD9evXy326M7/g5SESibB///5in1MgEBTquWtnZ4dWrVphxowZZTYq//z5M7S0tLBkyRKsXLkSqampOH/+PADgypUrrBNWUlKSVLL4pk2b4s2bN+UWZ8YwDHR0dErlvUhNTcWCBQuQkJCALVu24OrVqxLn5XK5GDBgAGrVqoXAwEBkZ2cjKCgIz58/LzBpfl7C6bp16yI4OFiu6Dk7O6Nly5YICQn5pWYgCoMKXxmjrq4ONTU1tgxPVlYW7ty5Az6fX2GF7927d5g+fTrWrFlT4JM7IaTU7yE7O5st8ps36pEnaMuXLweHw0GvXr3Qr18/icDd0iIhIQGfP3/G+PHjERERgT179hQoaHXq1MHTp09/mzW+rKysQqtt+/j44MqVK2UmenZ2dujduzeuXr2K+Ph4hIeHY8eOHQoff+rUKdjY2BS5ariqqqrEAxeHw0H9+vXZqXwul4t27dpJrNlnZmbi5s2bsLOzg4+Pj9SDoFAoZGcy5JGUlMQmaa9UqRL09PTQo0cPqWoKhoaG6NevH759+4aRI0eyo9cjR44gKCgIISEhMsWPw+Fg0KBBaNOmDQYNGiRX9LS1tWFra4uQkBCkpaUV9Fb9clDhK2O+fPmCmjVrgsfj4fPnzxCLxeDxePD09FQoibcyEIlECj/dGRsbo1KlSkVyiCmIuLg4iQrSBZH3RY+IiMDNmzeLnI5JEbKzs6GtrY127drhxIkTCAkJwbdv33Dq1CkJcfv06RMyMjJQs2ZNiSDi350870JFpriLCofDgbu7O7p164ZVq1YhPDwc58+fx9y5c3H06FGFnV0ePHiAHj164ObNmxJ/MwsLCwnHl2bNmrH1QwGgfv36yM7OZgU9L5Th1KlTrKDt27ePrVoD5H53vn79iqNHj2LcuHFSies5HA6OHDlSYBq+rKwsdnTK4XCQnJwMNTU1iTZ5U5S3bt3C0aNHJWYg7t+/D4FAgJkzZ0p5dnI4HAwcOBBt2rTB4MGDC3RkGTVqFJYtW/bbiR5Aha/MySviOGzYMIjFYrx//x4vX76s0HX5kpKS8PDhQ+jp6cl1Nc/D0NAQ5ubmpSZ8IpGoyOsuz549w+DBg6Gqqlomo+j4+HhER0fj8+fPePXqFQghMDAwgKGhIfz9/cEwDJ48eQJ7e3vUqVMHHh4eMkd8t2/fxosXL2Reg8fjQUVFpdT6nLc+VFrTUxkZGTL/Lnp6enj58mWpJhYHchMp9O3bFxkZGZg7dy67Nvft2zfs3bsXgwYNwtKlS+WOrPOyCjk4OMDR0RH9+/dHUlIS/Pz8wOfzkZOTAycnJ6ioqODWrVsQiUTg8/kIDQ3Fw4cPAQDnzp3D48ePJT5ThBCFMyHl9x7NQywWF2n9ViwW48KFC+jduzfmzZsHHo+H5s2bY+zYsRg1apTc2ZC7d++iXr168PX1xfHjx9mQiz59+sDNza3AkV6e9+bu3bsLrTH6q0KFrxxIS0vD0qVLYWJigiZNmqBOnTpo1KgREhISEBoaWujx2dnZCA8PL5M4NXlYWVmhcuXKhQpfWVzXw8OjSKVTEhISYGVlhXr16hWr5EphvHv3DmvWrMHgwYOxZcsWiR/CvEB7LpeLOXPmFPiDUhDW1taoX79+qfWZEAJ1dXW5DxFmZmZsFhxFuHPnjlTsaXp6OipVqoRWrVpBR0cH2dnZOHbsGDIzM5Geno5Pnz4Vq+/29vYYNmwY7ty5g8OHD0t97u/evYsBAwagcuXK+PTpE2xsbMAwDFq2bAlTU1PweDz4+PhAVVUV8fHxUFVVhUAggJeXF+7fv4+rV6+ySw85OTmIjo6u0FPTL168YO+3f//+yMnJQffu3Qv03MzJycGyZcswZswY+Pv748SJE+jduzcEAgFGjhwpdwkjv+j9Dt6b8qDCV04QQvD161fs3bsX+/fvR40aNaCjo8M6DuR53+no6Egdm5GRgYcPH0IkEoFhGNSrV09m4uYXL17g1q1bEAgEUh6TiYmJuHfvntz+/fxEf/nyZXh7exdaEJbH48He3l7KqaIgcnJy5E5L8ng8dOjQAZcuXYKbmxuMjY2hpqYGhmHYuKq8qRdCCPt/DQ0NbNq0CQEBAcUqsimPvAK5UVFRuH//Ptq0aSMzQ4y3tzfCwsKK9D7kJ2+6trxgGAarVq0q8XnWrl2LNWvWID4+HlwuFw4ODvDz80NKSgq+ffuGatWq4fjx4/jx4wciIyPx8uVL9u/2s9ioqqrCz88PVatWxcqVK+UmecjKysLhw4exc+dO5OTkwNHREWKxGE+fPkVCQgLCw8PZ2nMPHz5ERkYG7Ozs0LdvXyxYsKDE9ywLhmHYzymQO+I0NDREx44dS3TevHX0unXr4sCBAxg/fjyuXLmi0ENwdnY21q9fj82bN0NNTQ0ikUiqcnp+/hTRA6jwKYW8tFw/o+gP9okTJwpcHHdwcJDKtZmZmQkjIyMYGhqiTZs2Usc8ePAA7969g4qKCqytrVGvXj3o6OjIzaIC5Hr8denSBXZ2duyUmru7O5ycnArsf2RkJG7cuMG+ZhgGNjY2iImJgaurK+ukEhkZiczMTLRp0wY8Hg+EEDRo0IC9t7xp5JycHOTk5GDw4MGYOXMmGIYpMLF0UdDW1kadOnVACMH58+cRGBiIevXqSXilmpubo3Hjxpg5c2apXLM8IISU2BmFy+UiPj4eN2/elPCYPHjwIIDchxE9PT0IhUL4+PjAzMwMvXr1grW1NS5dugRdXV0cO3YM7969g6OjI/z8/HD79m2EhISw+W5/RiAQwNvbG0uXLoW5uTlWrFiBsWPHIiYmBrGxsXIfqMLCwqCmpgZdXV2JlF+KwuPxYGNjw67Nqaurs9OmQO6DY+3atdnXWVlZOH36NOzt7Yt8rfxkZmbi33//xYwZM9C+fXtcvny5SKNToVAIHR0dTJ8+Hf7+/lT0/gcVvl+QwhInf/78WW4MHsMwBebX09DQQM2aNXH16lWF+vL69WvY2Njgn3/+AZD7oycrn2ZBcDgc1K5dG2FhYcjJyUHPnj3h7+8PDoeDtLQ0bNy4kf3C5nnZZWRkgMPhoFatWnBycgKPx8O9e/cwevRojBs3DmKxuMARbnHIzMzEmjVrMGXKFLx79w6xsbEQCAQYOHAgtm3b9ls6ARSEgYEBbG1t5U7tpqamsqnGli9fDiD378flcqGhoQFPT0/Mnj0bhoaGUFNTQ5s2bdgpSFloaGhg1qxZCAgIwMmTJ3Hv3j3ExcXhwYMHhfY1JycH2dnZcHFxkUjdl3+UZmhoKJGerFGjRrCwsACQ+53T1tZmP9vPnj2TKLwaEREhMZosjQeL/ERHR6Nv377Q19eX8u6UR5MmTdC/f38sWbIE4eHhGDFiBBYvXiy1xviniR5Ahe+PgxAi92kayP1xv3DhgsLn4/P5mDFjBpvIOW/0VVTyfowuXboEPz8/WFpaQlNTEyoqKhg9erSUmOb/sTMzM0NmZiZEIhGePn2KoUOHYvbs2fD19S1wxKoo+R03EhMTWXfxwMBAuLu7Izw8vMJm4ilLXFxccPbs2SKNQPI+H5mZmXj9+jXev3+Pw4cPo3nz5mjRooXMMAUOhwNXV1esXbsWWlpaGD58OPbv3w8ul4ulS5fi0aNHhTpX6evr4927d+jQoQOcnJxgbm4OHo/HZjkhhOD79+8SzkeHDh1iA8WTkpIk4nHLm/zJvAsTPoFAgObNm6NOnToIDAxkH0xWrFiBwMBALFmyhA3t+BNFDwBAfhOSkpIIAGpKsMaNG5POnTuXyrlMTEzI/v37iZqaGgFAGIYhQqFQwmrVqkW8vb2Jt7c36dixIzl48CDZsGED4fF47HnU1NTIxo0bSWxsLHF0dCx2f4yMjEjHjh0ltnE4HDJx4kQycOBAsmjRIqKrq6v0v4EybNCgQcTb27vIx/F4PNKyZUuybds2Uq1aNXZb69atycCBAwmXy2Xb6unpkUmTJpGEhARy7tw54uLiInEuDw8PMnHiRMIwDOFyuURdXZ3Y2NiQ9u3bk86dO5MdO3aQQ4cOkf3795Pbt2+ThIQEtt/e3t6kUaNGRE1NjQiFQsLn85X+nhZk9vb2ZOTIkQW20dTUJFOnTiUzZ85kv0P5rVKlSmTZsmXE2tqa6OnpkUWLFpEaNWoo/d5K05KSkgrVCyp81EpsQqGQzJs3j2hqapbK+YKCgki/fv0IwzAy9zMMQ8zNzdn9PB6PbNy4kRgbG0u0a9euHdm0aRO5fPkysbe3L1ZfjIyMiL+/v9R2Kysr8uHDB9K0aVOlv//KMA6HQ0JCQoos+sbGxmTatGkkICCAqKioSJ2zV69eZPjw4YTL5RIvLy9y8eJFEhcXR8aPH09UVVVlnjM4OJgsXbqUBAcHk3PnzpHdu3eTKVOmkAkTJhAnJydSqVIl4urqSlatWkUOHTpUogchZRrDMGT69OlEXV1d5n4HBweyd+9e0qpVqwLPU6lSJXLhwgXy119/EWdnZ6XfV2kbFT5q5WbNmzcnXbt2LZVzWVhYkP/++4+EhISQSZMmkebNm5N27dqR+vXrEzU1NaKhoUHc3d0Jh8MhGhoaJCAggFy/fp0EBgayYqihoUFCQkKIpqYmcXd3J8uWLSPNmjUjHA6nSH0xNTUl7du3l9ru4+NDLl26RKZPn670914ZxuVyyebNm4mGhoZC7TkcDvH29ibbt28nzZo1k9uOYRhSv359smDBAhITE0MeP35M2rRpI7OtUCgkXbp0Ifv37yf37t0jbm5uREVFRWrkZmNjQ5YtW0bMzc1Jw4YNycKFC5X+/hXXOnfuLDVC43A4pF+/fmTdunXExMSk0HN4enqS4OBguQL6q5siwkfX+CilwvXr1zFr1izcuHGjQAcFRYiKisLp06ehq6uLDRs2gMvlom3btmjcuDGmT58ONTU1JCQksBkzxGIxFi1ahJkzZ+LSpUsIDQ3FkCFD8OTJE6SkpODhw4eIjIzEypUrYW5ujt27dyscE9miRQup9UVzc3N4eXmhU6dOCAgIYB0g8gLQGYYpcN2LYRgkJyeXW+7IssDS0hIfPnxQqE6ekZERxowZg5ycHAQGBha4RmVvb4/hw4fDz88PGzZswMKFC2W+T5UrV8aIESMQFRWF/v37w9vbGy1atMDz58/ZNWaGYeDi4oL+/fuzTh0xMTFo2bJlsb07lc2dO3cwatQoPHv2jE2k0L9/fyQnJ2PixIkFZrMRCATo2rUrPnz4gNmzZ5dJpqNfBSp8lFIhKysL586dw4gRIyQCl+3t7WFtbV3k89nb20NbW5utcMDn88Hj8XDo0CHweDzUqFEDRkZG4PF4sLS0RMeOHVG1alWsXr0aAQEBcHNzk/BejY6ORq9evTBgwACsXr0aU6dOlcjULw91dXWJTB15Xpxbt25FQkICNm/ejNWrV+P06dPIzs5G+/btC0xHlUdMTAz+++8/qe08Hg9169ZVOItLTk4ODh48KJFhg8/nyw13+f79u0JJE/JDZORktbKyKvSHk8fjwcXFBT179sTZs2dx+fJluQ8cHA4HzZo1w5IlS8Dn89GpUydcuHBByv2eYRj06tULDRo0wObNm1knp2PHjmHp0qWoU6cObt++DT6fj44dO8LCwgILFixgy1/l5OTg7t276NSp0y+ZWi4mJgYGBgZwdXWFrq4umjdvjn/++Qf//fdfgQ9zVlZWqFWrFv777z+ZoVR/Ggwp6NH0FyI5ObnYpVcoZYeenl6p/F2qV6+OGjVqSGzz8vKCmZkZIiIioK2tDXNzcxgbGyM6Ohr9+vWTmcWFy+Wie/fucHV1RUhISKF1ywYPHozk5GQ2F2Xr1q1hYGCAXbt2Acj1irt//z569+6Nu3fvlvg+GYaBpaVlkUNC8iPrvcojLS1NogZio0aNCn0wSUtLw8mTJ9kHAEtLS3h7e+PVq1fsuQghOH36NPswYWBggH79+iEuLg6rVq0qMAOQpqYm+vTpg/nz5+PUqVOYPXs2Xr58KdVOT08Po0ePRlxcHHbv3i2VJk1bWxtBQUHYs2cPunbtihcvXuDQoUNSXsa6urpYtWoVAgICCvRwVgZaWlowNDSU2m5vb89WTGnTpg10dXWxdOlSbNu2rcAHEA6HAx8fHxgZGeH06dOFhkL9DiQlJbE1F+VBR3yUMiU+Pl6hkVVhhIeH4/jx4xLbBAKBhEDo6urCzc0NZmZm6N27Nz5+/Ij3799LHCMSibB79248e/YMy5Ytw9atWwuMWfz+/TsbbK+rq4v69etj7ty57P5GjRrBxMSkxPeXByEEnz9/LtE5ZL1X8jhw4AD7HhJCpKqB/7xNRUUFy5cvx/v373Hy5EmJtlpaWmjbti2qVKkCXV1dpKamYvz48QVOhxoZGWHbtm2oVasWVq9ejTlz5kjFQ3K5XDRo0AABAQH4559/cP78eZmB2Onp6TA1NcX58+fRqVMniTi7/CQkJODcuXNwc3MrlYeVn/n5c8kwDOrUqcPWjBSJROByuejcuTM7ss+r2mJkZIQqVaqwx75+/RrXr1+HSCRiR7cPHjxA7969cf/+/QJFT1dXF82aNYOWlha2b9/+S1dML23oiI/yW2JmZoaJEyfi6tWrOH78uMxpIGNjYwwfPhx37tzB5cuXZQYcd+jQAdeuXUNiYiI6deqEJ0+esImBVVRUMHPmTNja2mLp0qVl8iNakXBwcMCAAQNw69YtnDp1qsCpNaFQiJYtW8LNzQ0LFy6U+QPdokULrFmzBjo6Oujfvz9bCT0/BgYGGDZsGNTV1bF8+XKJ0Wp+bGxs0KdPH2RkZODLly/IyMjAoUOH5K61WllZYdq0aRg2bFiR4k51dHSgr6/PvlZTU0O7du3YqeWIiAjUqVMHNjY2AP5/tGxkZMSmEYyLi8O5c+ck+iYSiRAREaHw2rOZmRmWLFmCgIAAmYkTdHR0MGbMGBw9ehTPnj1T+P5+BxQZ8VHho/y2GBsbo1+/foiMjMSBAwdkZtVXU1NDUFAQ0tPTsWLFCqlqBnnCZ2FhgcaNG2PFihXsvrZt24LL5aJFixbYvXv3byt8ampq6NSpE6ytrbFz584iJZ9u3rw5mjZtil27drFB/ioqKpg8eTKGDBmC58+fY9KkSWxFhDwYhkHjxo3Rp08fHDp0COfOnZMpUHm5XV1cXLBx40ZERkaCz+cjKCgIW7dulahU/vP5Fy1ahC1btrA5QTkcDurUqQM1NTW2CkP+6vUvXryAmpoaW3UhKioKp06dgoqKChiGgVgsxv379yVGuISQMnMiadKkCZo0aYJ58+ZJTNk2atQIVapUwf79+xUu3fQ7oYjw0XAGar+1cblc0rVrVzJv3rwCY87atGlD9u7dKxXv16FDB2JhYUGmTJlCDA0N2e0GBgZk/vz5RFVVlaxevZrUrVtX6fdaFubs7ExWrlxJRo4cSQQCQbHOYWhoSJYuXUqqVq1KqlSpQnbv3k1SU1PJ0qVLpWIvgdxQlH79+pGQkJAC3fOtrKzI3LlzSbdu3SSSFwC5IQybNm0i2traMo/l8XgkJCSEhIWFkfPnz5NDhw6RAQMGkClTppCZM2eSwMBAUqVKFWJnZ8daRXT/nzFjBmnbti37ukaNGqRfv34yg9f/FKNxfNSo/c9cXV3Jjh07SIMGDeS2MTMzI0uXLiVeXl5svF/37t3J8uXLiYODg0TbCRMmsPF9v6PwCQQCMmzYMLJy5cpSyexhbGxMzpw5Q8LCwsjLly9J69atJTK05JmLiwtZtWoVGTZsmMz9eX3z8/Mj8+bNk/q75Ldu3bqR0aNHS4giwzCkbt26ZPbs2WTIkCFk9uzZpGnTplLB9L+KaWtrk/3795O6deuS4cOHEw8PD7mJH/4Uo8JHjVo+MzU1JXPmzCEtWrSQm55KW1ubDBs2jMycOZMYGhqStWvXkiFDhki0MTMzI1OmTGF/mH834XNwcCBbtmwh/fv3VzhAvSDjcDhk2LBhJCUlhURFRclMCCAQCIi3tzdZtWpVgdlEbG1tyYwZM0inTp3kZnLJM4ZhyIwZM9gAeC0tLTJq1CgyduxYdvSvq6tLli5dSiwtLZX+vhdkZmZmxMbGhrXmzZuTqVOnkoCAALJnzx5y4MABYmdnp/R+VgRTRPjoGh/lj0JdXR0dOnSAmZkZVq1aJdMxgM/nIzAwEL6+vhCJRPD19ZXwTB0xYgSuXLnCutyvXr36t1jj43K5aNWqFTp37oyQkBC8ffu2xAVaORwOhg4divnz52PXrl1YsGABxowZg3///RfXrl2DWCyGuro6xowZg0+fPuHYsWMyq8bzeDx06dIFXl5emDNnDqKiohTqm7a2NjZu3IgLFy7Azs4Ox48fx4MHDyQ8HK2srBAYGIj58+eXOPmConC5XNYhhmEY1KpVC5qammwS7/bt28PQ0BBfvnzB27dvUbt2bWhra+P169e4du0aeDweBAIBHj58iMTEROTk5JRqNYhfGercQqHIoV27dujWrRumT5+O9+/fg8vlwsLCAj4+PtDT04OpqSm+ffsGT09P9O/fny3lUqdOHTRt2hQLFixgf3hDQkJw7NixUi+DVJ4YGxtjyJAhiIyMxO7du0vlR5TD4WDIkCFYuHAhdu3ahbFjxyIjIwNaWlro1q0bCCF49OgRunXrhjNnzsitR6mrq4s5c+YgLCwMO3bsULhKgpqaGpo0aYIuXbqgSpUq6NChg1xha9u2LapXr46FCxcWq7qILAwNDaGurg4AqFq1Ktzd3ZGTk4OoqCg4ODigTp06yMjIwL///st6fb59+1biASo5OVlu2SeKbKjwUShyYBgG5ubmmDp1KvT19SESicDhcHD27FncuHEDnz59QlZWFlxcXNC3b18EBwcjKSkJ06dPx4oVKyRGgLVr1wYAherCVTTyvFJ79uyJTZs2SdSqKwn5R3q7d+9GYGCgxOiax+Nh7dq16NSpE0aNGoU9e/bIPEe9evXg4+ODQ4cOITQ0VGF3/ypVqmDQoEH48uUL1q9fDzc3N9SvXx8LFy6U2Z5hGHTq1AlWVlZYsWJFgeLH5/PZ7DxCoRC1a9cGl8uFvr4+2rVrB0IIHj58CFtbW5iamiI6OhpnzpyBQCBAZmYmbt++zXoYk/9Vo6eUHlT4KJRC0NHRweDBg6GiooLg4GCZP3iNGjWCn58fzp49CzMzM6maca6uruDz+b+c8JmammLEiBEQi8VYtmxZqeWu5HA4GDx4MBYtWiQx0su/v1evXtDU1MSjR4/Qo0cPnDt3DhcvXmTd8gUCAcaMGYP09HRs27ZN5vSnLHR0dODj44OqVatiw4YNbN05ABg5ciQiIiJw4sQJmdOkPB4PGzZswKtXr7B48WIAufFyfD4f6urq8PHxAcMwsLe3h5WVFUQiES5cuABdXV1kZGTg+PHjyM7OBiGEfXCilD80nIEaNQWMy+WSQYMGkalTpxIdHR2Z+0ePHk0ePnxI9PX1pfa7urqS2rVrK/0+imL5K1aUphegnp4emTBhAklOTiZr1qyRcqtnGIb06dOHDB06lHUOUlVVJd26dSPTpk0jmpqapHLlymTs2LGkdu3aCvctz1tzy5YtpGPHjjKdlwQCAZkwYYKE+39+4/P5pGnTpiQsLIxs2bKFjBgxguzcuZMsX76ceHt7k/bt25PWrVsTbW1toq6uTtTV1f94D8qKaNSrkxq1Ilj16tXJokWLiJ6entQ+dXV1cuTIEeLp6Sm171cSPnV1dTJu3DiyfPnyUvcCNDAwIKdOnSLZ2dlk7dq1MuvtDRw4kIwePVpmqIK3tzd58uQJOXnyJDEzM1P4uubm5mTUqFHk77//lvm3y298Pp/MmzePmJubEyA3ns/GxoYMHTqUzJ49m/z999+kefPmxMbGhoraL2pU+KhRK6K5urqSsWPHspXB85uxsTFZsWKFVOzYryB8DMMQV1dXsn37dtKtWzciFApL9fz6+vrk9OnTJDs7W+5ILyAggJw4cUKmODEMQ3r16kWmTZtGQkJCSO/evQutiK6iokJ8fHzI7t27iYeHh9y4v5/N1taWrF69mrRp04bMmjWLLF68mHh7e1fIAHVqRTcqfNSoFcPU1NTInDlziJeXl9S+hg0bksOHD0uMZiq68HG5XDJy5EiyZs0aYmNjU+rnNzQ0JKdOnSI5OTlyR3qDBg0iq1evljmVzOFwSM+ePdnK6xwOhwwYMIBs3LiRGBkZSbVnGIY4OjqSXbt2kW7duhUpS4m2tjbp1q0bWblyJRk2bJjMqWtqv7ZR4aNGrZimrq5O5syZQ+rVqydRtZ1hGNK6dWsydepUdtRUkYXPzMyMzJo1i/To0aPYKccKsvwjvbVr18pd05s4caJMEdPW1iZDhw4lI0aMkBixcTgc4uzsTEJCQkjz5s3Zv4GWlhZZuHAhmThxIrGyslJoOpLD4RB7e3syZ84cMnfuXNKoUaMyeS+oVQyjwkeNWglMVVWVtGzZkkyYMEHih5JhGLJ06VISEBBAgIopfCoqKqR9+/Zkz549xNbWtkyuochI72dHlvymq6tLNm/eTAIDA+VOUwqFQjJkyBAyZcoU0qBBAzJ//nzi5eUllZtT3t/Px8eHTJkyhYwdO5Y4OjoWOn1K7dc3KnzUqJXQGIYhPj4+UuKnrq5ONm7cSJo0aULc3NyIn5+f0vuaZ5qamiQ4OJgEBQWVSsoxWZY30ouLiyMDBgyQOdIbPHgwmTlzpkxR09HRIYsWLSK1atWSGFHL+xsMGzaMfPnyhTRs2LDQvgmFQuLt7U2Cg4NJr169qKPKH2ZU+KhRKyWzt7cnvXr1kvCEdHFxIdeuXSMTJkwgGzduVHofuVwuqVu3Ltm3b1+BybhLankjvZiYGDYPZn7LG+mtXLmSrFy5krRp00ZC3PT09MiiRYsUTn7t6elJgoODSYcOHcjp06eJo6OjzHaqqqrE29ubzJ07l7Rv3546q/yhRoWPGrVSNBMTE7J06VJiZ2dHGIYhfD6fDBgwgMTFxZEtW7YotW8CgYCMGDGCrFy5UuZaWmlZ3kgvNjaWtG7dWmr/z3F6KioqZPjw4WTw4MFER0eHHem5uroqdL06deqQ4OBgoqmpSYDcROPLli0jTk5ObBtTU1Pi5+dHgoODib+/PxW8P9xokmoKpZTR1dXFuHHjoKqqCgMDA1y4cAGPHz9Gt27dcOXKFbn5JssKhmFgZ2eHKVOm4MKFC/jnn39KnFhaHoaGhti+fTvc3d3Rr18/nDlzRmJ/XkYWVVVVbN68mU0EzeVyUbduXQwYMAAAsHLlSjx9+rTAa/H5fLi4uEBLSwv379+XSOtVu3ZtLFq0CEFBQXBzc0ODBg1w7NgxnDp1SuEML5TfF5q5hRq1MjBTU1Ny/vx5Mnr0aHbtSF1dncyaNUtmCERZGYfDIe3atSM7d+4kVapUKdN1rPxrerKmN2VlZMlvOjo65Pz58+Ts2bPE39+/wDhCHo9Hxo0bR3x8fGTek4qKCtm4cSNZtWoVqVGjRqHliaj9WUanOqlRKyMzNTUlixcvJr169WLXr1RVVcmsWbNI48aNy/z6RkZGZOHChSQoKKjMXfMVXdMryHszb01PTU2NTJ48mcycOZM4OTnJdGypXr06adWqlcy+WFlZkfnz58sVRWrUqPBRo1aGxuVyybRp00hAQIDUyK99+/alnh0FyB1Zubm5kT179ijs1l8S09fXJ6dOnVJ4Te/n/RwOh8yaNUtiTY9hGGJhYUHGjBlDJk+eTKpVqyYhgLa2tlKixjAM8fPzI3379iUWFhZK/9tTq7hGhY8atTI2ExMTcvLkSRIQECAx8lu7di1ZvHhxqYqfpqYmGTFiBAkMDJSZAaW0Lf9IT5bo5Y30hgwZIlf0evbsSXr37i33GmZmZiQkJIRMnz6dmJqayhwBqqqqkrZt25K///67zIWe2q9vVPioUSsHMzExIf/++6/UyG/NmjVk4cKFpSJ+5ubmZPPmzaRHjx7lMsVX0pEeANKrVy8ycuTIQnNo8vl8snbtWhIaGkoGDhwocX95MYnu7u4K5+Kk9mcbFT5q1MrJ5I381qxZU6KRn4qKCunQoQOZNWtWmWVg+dkMDQ3J6dOniz3SA0Ds7OzIli1bFAotUFFRIcHBwcTKyoqMHDmSTJ48mejr6xNjY2MyY8aMCpcVh1rFNip81KiVo5mampJ///2XjBo1imhraxMgd+S3du1aMn/+/CKLn42NDVmwYEG5OLDkma6uLlm2bFmxvTeB3PybO3fuVLi0UJMmTUjnzp0JkLtuOm7cOHL58mUyd+5cmkSaWpGNCh81auVspqam5OzZs+TAgQNs+R0VFRXSsWNHMnnyZIXELy8Dy4YNG0i9evXKre95I70fP36QyZMnS62nFea9CeQG0s+cOZP4+/srdE0+n0/mzp3LBqgDuaPns2fPEi0tLaX/Pan9eqaI8HFAoVBKja9fv6JDhw548OAB1q1bB11dXWRkZODIkSMIDQ3FuHHjIBQK5R5vaGiIv/76C25ubpg4cSJu375dLv3W19dng9P79u0LIyMjjBgxAgKBAEBuoHyvXr2gpqaGTZs2scHpP9OiRQsYGxtLBbfLw8vLCy9evEBKSgq7rVGjRvjnn3+QnJxc8hujUGRRDoOxcoGO+KhVJONyuWTs2LFk//79Eu73rVu3JlOmTJEa+TEMQ5o1a0bWrl1LOnfuXK4xarLW9BiGIb6+vmT+/PmkSpUqpF+/fgWu6QG5Hpp79+5VOGWYiooK2bFjh0SNwLwRIB3tUSuu0alOatSUaFwul/z111/k1q1bbEaXvHp++ac9NTQ0SI8ePcjs2bOJtbV1ufaxMO9NW1tb8vz5c3L//n1ib28v9zxaWlpk8eLFxM3NTeFrt2jRgsybN09C5Js0aUK6d++u9L8dtV/XqPBRo1YBrHr16uTatWukadOm7La8kV/9+vXJvn37iLe3d7nXilPUe3PUqFHE29ubbNy4kfTq1Uvm2t/AgQPJoEGDFL42wzBky5YtpHLlyuw2oVBI5s2bR0d71EpkVPioUasg5ujoSBYuXEh8fX2JUCgkDMOQ5cuXk+3btxNjY+Ny70/eSK8o3ps6Ojpk9OjRZObMmcTS0pJtW61aNbJ169YiBZdXqlSJBAYGSoz2rK2tia+vr9L/VtR+baPCR41aBbK8uL7Zs2cTMzMzsmDBAjbsoTzNwMCALS1UnNyb1tbWZObMmaRTp07E0dGRLFu2TOHQBSBXVMeNGycVl9i1a1c62qNWYqNenRRKMWAYBn/99Rc0NDRK9bzp6en4+++/8eLFC/zzzz84ceIEkpKSSvUahaGvr48dO3awpYVOnz4tsV8R781Pnz5h3rx5EAqFOHv2LNLS0vDt2zeF+2Brawsul4vw8HB2m5WVFRITE6knJ6VcoMJHofyEQCBAp06d4OfnV+rnzsrKglgsRpUqVeDt7Q0dHZ1Sv4Y8DAwMsGvXLtSuXRt9+/aVEj0Oh4PevXtDVVW1wJAFAMjOzoZQKMSqVavw9u1bbNq0CZUrVwbDMAX2gc/no2vXrjhy5AhbN5BhGHh6epZb6AaFQoWPQvmJ2rVrY9myZahZsybc3d1L9dxqamro0KEDmjRpggcPHmDfvn2oXLlyqV5DFj+P9H6Os+NyuexIL38RWXnUq1cPtra2WLduHXbu3InZs2ejS5cumDNnDjQ1NeUe5+TkBDU1Nbx//57dZmlpicTERIlYPgqlTCn71bfyga7xUSsN43A4ZMCAAYRhGKKpqUnmz58v05OxuDZmzBjSq1cv9rWzszNZtmwZadu2rczKBKVhed6b8kIW9PX1ybZt2wqN08szXV1dsmXLFgkHFyA3Bq958+YkJCRE5nvGMAwJDAyUiNsD6NoetdI16txCjVoRTVdXV6KQrLa2NtmxYweZOnVqicMNXF1dycqVK4mamprEdhMTE7Jnzx7Su3fvUhe/wrw3dXV1yYEDB8jYsWMVEj0ul0tmz55NatasKbeNtrY2GTNmDJk5cyZxc3NjPTft7OzIhAkTpDw5//rrL6X/3an9PkaFjxq1IlqDBg0k8kYCuaVxdu7cSaZPn15s8dPQ0CDr168nVapUkbmfx+ORYcOGkTVr1rA5PktqhXlv6uvrkwMHDpC///5bIdHjcDike/fuEiPWgszIyIiMHz+eLF26lFhYWJDJkydLxO0xDEOGDx9O7OzslP53p/b7GBU+atSKYBwOhzRp0kRmurCSjvyGDh1KAgICCmzD5XJJrVq1yOLFi4mDg0OJ7iV/RhZ5I73FixeTjh07KlznztHRscjxejwej9SqVYts2rSJPH78mDRs2JBoaGgQAMTS0pK0atVK6X93ar+XlYvwzZ07lwAgTk5OUvtu3bpF6tevT1RVVYmxsTEZNWoUSUlJkWqXkZFBJkyYQExNTYmKigqpU6cOOX/+fJH6QYWPWknNyMhI7ogMyB357dixo8gjP2dnZ3LmzBmFq6a7uLiQjRs3kmbNmhVLZPOP9OSt6S1evJg4OzsrfE4zMzOybt26IsXr5RnDMGTevHmkZ8+eZMyYMWTv3r1k0KBBZNSoUXRtj1qpW5kLX0REBFFTUyPq6upSwhcaGkpUVFSIm5sbWbduHZuYt1WrVlLn6datG+HxeCQwMJBs2LCBeHp6Eh6PR27cuKFwX6jwUSupGRkZFTrNmH/kp8jIh8fjkWXLlhFPT88i9UVdXZ2EhISQqVOnFqmOX2EjPT09PbJ48WLi4uKi8DkFAgGZMmUK8fHxKdb7amdnRyZPnsyKuI6ODpkwYQLp27ev0v/m1H4/K3Ph69q1K2natCnx8vKSEr7WrVsTU1NTiU5s2rSJACDnzp1jt927d48AIIsWLWK3paenEzs7O+Lp6alwX6jwUSsvK8rIr2PHjlIOHYpaXkLr4OBghdbBymKkB4AEBASQIUOGFOu94vF4JCgoiObkpFZuVqbCd+3aNcLlcsmzZ8+khC8pKYnweDwyfvx4iWMyMzOJhoYGCQgIYLeNHz+ecLlcqc4GBwcTAOTz588K9YcKH7XyNEXW/CwtLcnFixeJubl5sa/DMAxp1KgRWbFiBfHw8JDr9WlgYFDqIz0ApEqVKmTdunXsulxRrXnz5lIVGJo3b06GDh2q9L8htd/Tykz4cnJySPXq1cmQIUMIIURK+G7evEkAkP3790sd26BBA1KzZk32dfPmzUm1atWk2l28eJEAICdOnFCoT1T4qJW3aWpqku3bt5NJkyZJCQPDMGT69OmkXbt2pXItY2NjcvToUdKvXz8p8csTvbNnz8oczeWN9Ioqejo6OmThwoXE1dW1WH1WUVEhGzdulMjJyefzydKlS0n//v2V/vej9ntameXqXL9+PT59+oQ5c+bI3P/161cAgKmpqdQ+U1NTfPnyRaKtvHYAJNrmJzMzE8nJyRJGoZQnKSkpGDp0KMLDw7Fv3z5YWVmx+xo2bAhXV1dcuHChVK4VExODXr16QVVVFSEhIdDT0wPw/5XTeTwe+vTpgxcvXkgcp6enh6CgIOzcuRPPnz9X+HoMw2DIkCG4d+8enjx5Uqw+16tXDxcuXMCHDx/Ybd27d8euXbsA5KZIo1CUQZE/ed+/f8f06dMxbdo0GBoaymyTnp4OABAKhVL7VFRU2P15beW1y3+unwkJCYG2tjZrlpaWRb0VCqXEZGRkYP/+/dizZw82bdoEKysr6Ovr4++//8bUqVORkZFRatf68eMHNm7ciHfv3mHmzJlo3rw5du7cCR6Ph169eiE2Nlaivb6+PiZPnozt27fj2bNnRbpW3bp1YWxsjOPHjxerr4aGhmjfvj3Onj0rsc3GxgZPnz7Fx48fweVyi3VuCqWk8Ip6wNSpU6Gnp4dRo0bJbaOqqgogd1T2MxkZGez+vLby2uU/188EBQVh7Nix7Ovk5GQqfhSlsW/fPgC534+IiAicP38er1+/LvXriEQibNq0CY0aNcLBgwcRGRmJ1q1bIy4uTqKdjo4OhgwZgh07dkiNAgvDxsYGXbt2xaJFi5CTk1Osfvbo0QP37t1j828yDIOJEydi//79EIvFiIuLg5OTU7FHkxRKSSiS8IWFhWHjxo1Yvny5xBRkRkYGsrOz8fHjR2hpabHTlHlTnvn5+vUrzMzM2NempqaIioqS2Q6ARNv8CIVCmSNFCkUZEELY6c6xY8eiadOmEIvFZXItAwMDBAYG4vr160hLS4OTk5PEaE9HRwcNGjTA8uXLkZaWVqRzCwQCDB06FIcPH5b5vVQEY2NjmJmZYcuWLey2Nm3awNfXFwsWLACQK4R5szoUSnlTpKnOqKgoiMVijB49GjY2Nqzdu3cPb9++hY2NDWbPng1nZ2fweDw8fPhQ4visrCw8efIErq6u7DZXV1e8fftWao3u3r177H4K5VeAEILk5GTs2rULU6ZMkVjzKy0MDAywYcMGZGVlISAgAMOGDUPjxo3Rtm1bCAQCaGtro0GDBrh06VKRRQ8AWrVqhZSUFNy8ebPYffT398eBAweQmpoKADA3N4eXlxc+ffrEtnnz5g2qVq1a7GtQKCVCIZfJ/xEXF0eOHj0qZU5OTsTKyoocPXqUPHv2jBBCSKtWrYipqSlJTk5mj9+8eTMBQM6cOcNuu3v3LgEk4/gyMjJI5cqViYeHh8J9o16d1JRtzs7OZP369UQgEBBra2uybNkyqQoGJTEDAwNy+PBhMmrUKIngeVVVVTJjxgyyaNEi4u/vT1RVVYt1/jp16pCFCxcSdXX1YvexZs2aZPXq1Wz/eDwemThxIqlWrRpZvnw5MTQ0JECu12tAQECx4hupUSvIyi1Xp6wA9kePHhGhUCiRuUVFRYW0bNlS6vjOnTuzcX8bNmwg9erVIzwej1y7dk3hPlDho6ZM43K5ZNq0aRKB2lZWVmTZsmXEysqqxOfX19cnhw8fJqNHj5aZW7Nx48bk9evX5OTJk6R79+5FDg7X0tIiK1euJI6OjsXuI4/HIzNnziSVKlVitzVp0oT079+fcDgc4u/vzwofANK+fXtiYGCg9L8dtd/LlCp8hBBy48YNUq9ePaKiokIMDQ3JiBEjJEaAeaSnp5PAwEBiYmJChEIhqV27Njl79myR+kCFj5oyzd3dnYwcOVJqu5WVFVm+fLnc5NeKWP6RnqwA9saNG5NZs2aRfv36kZYtW5KBAweSpUuXFlg6KL8xDEMGDRpEBg4cWKL3wNPTUyLDi6GhIfnnn39YEe7WrZtErk9/f39iYWGh9L8dtd/LaHUGatTKwdTU1Mj8+fPl5vm0srIi58+fJ926dSuy+Cky0ps1axZRU1Mj2traZN68eUQgEBADAwMyZcoUMmTIkEJzfbZt25ZMmTKlRMV2NTQ0yL59+4ixsTEBcsV00aJFxMvLiwC5uUdv3bpFNmzYQKZNm0Zq165NevfuTbp37670vx+138vKLICdQqH8P61bt8atW7cQHx8vc//nz58xaNAgNG3aFB06dADDMAqd18DAABs3bsS1a9ewevVqiEQiif2NGzdGkyZNMH/+fKSlpSEpKQkvXrxAgwYN8O3bN4SEhODTp0/YvHkzHB0dZQaMm5mZwcfHB9u2bSt26AKQ67W5detWxMTEAACqV6+O+Ph43Lp1CwzDIDAwEIcOHUJkZCROnToFPp8PNTU16tlJUQ7lMBgrF+iIj5qyrFOnTqR///6Fjph4PB75+++/Sa9evQp1IMmb3lRkpJd/u7a2Nlm9erVE/lAbGxuyefNmMmjQIIm1Pz6fX6KqC3lmYWFBQkJCiEAgIEDu6G/Lli3s6M/GxoZMmzaNmJmZkVOnTrHTtdra2mTq1KnUwYVaqRod8VEo5cChQ4dw4cIF2NraFtguJycHq1evhrW1NdasWQMtLS2Z7TgcDkJCQnD16tUCR3oLFiyQCllISUlBSkoKPDw82G3h4eEYNmwYCCGYN28e3N3dwTAM+vXrh7i4OJw6daqYd54bjzd06FBcuXIFWVlZYBgGAQEBuHz5MmJiYsDj8TBt2jQcOHAAcXFxuHHjBntsUlISoqOjaeoySrlDP3EUSikQGRmJt2/fFtouOzsbCxYswNWrVxEUFARNTU2J/RwOB3379sX9+/exdu1aqSD4gkQPAMRiMbZu3Yo6depIXXfz5s1Yt24devTogeXLl8PNzQ3//PNPMe72/6lUqRI0NTVx/fp1AIC1tTXc3d1x+PBhAECDBg1w8+ZNhIWFITs7G0KhUCLDklAolJudiUIpK6jwUSjlTE5ODrZv344jR45g8+bNqFu3LoD/Fz0ej4ctW7ZIjfTq168vsaYnj7CwMHC5XFSqVElq38uXLxEcHIwqVapATU0NDRo0KPaIS0VFBcOGDcPy5cuRkZEBoVCI4cOHY+3atcjIyIChoSGGDBmCQ4cOsQKempoKIyMj9hw8Hg+Ojo7Fuj6FUlyo8FEoZUClSpVgbGxcYJsHDx5g2bJlWLhwITw9PVnR27p1q9RIT09PD76+vli8eLHcxO35OXbsGDp27CjlSMMwDLy9vbF69WpMnDgRHh4emDdvHvT19Yt8j15eXsjOzkZ4eDiAXAeXhIQE3LlzBwDg6+uLjRs3SmRlunLlCggh7Otr164V+boUSokpc6+TcoI6t1CrSKapqUlCQkKIp6dnoc4bHh4e5MmTJ2Tv3r0yHWSKU0SWw+GQSZMmERsbG3YbwzCkS5cuZMyYMex1uFwuadasGdm1axdp2rSpwufn8/lkwYIFxNramgAgZmZmZNeuXazzTPXq1cnatWulivTWqlWLTJ8+nX1dqVIlMnr0aKX/vaj9PkadWygUJZGSkoIFCxagQYMG8PPzK7BtYmIiHj9+jLS0NNSqVUtin56eHpYvX44HDx4gLS1N4VAIsViMI0eOoH379uy2tm3bonLlylizZg0buiASiXDp0iX8/fff8PT0xJAhQxRK/j5o0CA8evQInz59Ao/Hw+TJk7FixQokJydDQ0MDo0ePxpIlS5CdnS1xXF6+3zw+ffpUrJyiFEpJKHJZIgqFohiJiYlYsWIFxowZAz8/P5w4cUJimg8AtLS0MHDgQEycOBEZGRmYPHkygNwk7Zqampg7dy74fD7atm2Lpk2b4tmzZ6hXrx5UVVXx8OFDPHv2DKqqqoiNjcXjx48B5Irejx8/8PbtWwgEAtSrVw9fvnxBixYtMH/+fJnxenlxfy1atMCmTZuwYMECvHr1SmaFCSMjIzRq1AiDBg0CAHTu3BkCgYC9vo+PD968eYP3799LHRsbG4vo6GiJbebm5hAKhTLLk1EoZQEVPgqlDMnKysLy5cvx119/wc/PD8eOHWP3CYVCjB49GsePH2fr6YWEhCAoKAgA4OzsjKdPn2LDhg3sMQzD4MiRI+Dxcr+65ubmaNSoEUxMTFClShX4+fkhPT0dZ8+ehZWVFapWrYp27dohPDwckyZNkign9jNisRjnzp1DWFgYgoKCcPv2bezYsUNC/DgcDsaPH4+1a9ciJSUF6urq8PPzw19//QWxWAx1dXW4ublh4cKFcq/j5OQEdXV1/PjxA4QQiMVi6OjosMHvFEqZU+aLb+UEXeOjVpFNIBCQ8ePHE39/f8IwDBs83rJlS6m2mpqa5NSpUyQkJERm8Hph1xEIBERFRYXUq1ePtG7dmrx+/Zrcu3ePdO/evdD0ZXnG5/NJ7969yaxZs4iJiQm7vWbNmmTNmjWEx+MRhmHIrFmzSKtWrQiQu4Y4Y8YM9rUsYxiGrFq1ihgZGbHbfH192WB3atRKanSNj0KpIOSN/GxtbdG6dWu0bt0a0dHROH/+vFRbY2NjJCUl4ePHj1IhDYpcJysrCxkZGbh9+zauXLmCT58+oXv37jAxMcHkyZPh5uZWaAhDdnY2du3ahX/++QcjRoxA27Ztoa6ujoCAAGzZsgU5OTlo0qQJuFwuLl++DCDXk5UQwr6WBSEEly5dktj28eNHmaEXFEqZUeZDsXKCjvio/QrG4XBI8+bNyYkTJ2SmLcsr7ePg4EAmTZoksxpDUUxFRYX8+++/bGozY2NjMnToUDJt2jRSo0YNhRJTq6qqki5dupALFy6Qq1evEh6PRwwMDMjatWtZr1Eej0eCg4MlvEjlWZcuXYibmxv7Wk9Pj3Ts2FHpfxtqv4fRER+FUsEQi8W4du0aEhISYGZmJrW/YcOG+PLlCz5+/AhdXV12La8k/Pvvv2zsX0xMDNavX4+NGzeie/fuWLFiBWrWrFngCDA9PR1nzpwBh8NBcnIyBgwYgGHDhuHOnTtsDN+AAQPw/Plz9nVBREREwNnZmX0tEolQtWpVhT1WKZSSQoWPQilnsrOzMXfuXKlKDZqammjRogV2796NrKwsREREwNDQsMTXy3MiyU9MTAymTJmCrVu3YtCgQVi5ciVcXV3lnsPX1xcnT55Ep06dYGNjg0GDBuHu3bsAcp1wnJ2dFc75+fbtW/z48YN9nZSUhNjYWJqzk1JuUK9OCkUJvHv3Dq9fv0alSpUQHh4ODoeDli1bYu/evWxcW0xMDBwcHBAVFVXs69ja2sLAwEDmPpFIhEePHuHJkyeoWbMmevXqBXd3dxw7dgzfvn1j22lqaqJdu3YYPXo0srKy8OPHD9y9exc9e/ZETk4OXF1dsWjRIokMLYXh7u6Oo0ePsoLM5/OhoqIiIYgUSllBhY9CUQLkf04e/fv3x6ZNm2Bubg5bW1scOXKEbfP8+XOJKgvFwdraGrq6ugW2EYlEePDgAR4/fowaNWpgxIgR+Pr1K44ePYq4uDj4+fnhzp07iI2NhaGhIXx9fdGrVy+8f/8e1atXh7q6OhvDpwhZWVkwNDQEh8NhnXfCw8Ph6OiIBw8elOh+KRRFoMJHoSiJ1NRUfPnyBT4+Pqzo5Z+SzMrKQoMGDbBjxw6551BXV5e5VpiHiYkJPnz4oFB/RCIRHj9+jKdPn8LNzQ0jRoxAdHQ02rVrh4EDBwIA6tSpg4SEBHz+/BkikQjPnj2Dm5ubVIaWgkhJSWGnSfP48uWLRPJqCqUsocJHoSiRkydPYvHixVBTU4Ompib8/PyQlZWF7Oxs6OnpQUNDA3p6epg8eTKsra0B5E6T5jmRGBgYwMXFRe75TU1Noa2tjerVq+PMmTO4e/cuUlNTpdb88iMSifDw4UOEhoaiR48e8PDwwLp163D8+HH06NEDT58+RUZGRonuW1tbGzo6Ovj+/TuAXDHs1q0bLly4UKLzUiiKQIWPQlEiWVlZ2LNnD7p06YKGDRtCW1sboaGhePfuHYDcNbr09HSsWrWKdYRJSEhAUlKSQudv2rQpCCH4/PkzvL290alTJ0RGRuL27dt48uQJKzyyEIlE0NPTQ8+ePZGYmIi///4bjRo1wsyZM0t83/r6+qhcuTJ7/fDwcIVHphRKSaHCR6EomfT0dBw9ehQ3b96U2hcfH4/09HR8+vSpWOcmhCAiIgLv37/H2rVrwefzYWtrC09PT/j6+kJfXx9nz57FrVu3EBkZKTFlyTAMbG1tcezYMXz69AnLli1Dq1atkJKSUux7zePo0aOskGtoaKBNmzbo1q0bDh06hISEhBKfn0IpCCp8FIqSqVevnswMLqVBrVq1EBERwb7Ozs7Gmzdv8ObNG+zevRtWVlZo164d+vTpA319fbx48QKXLl1CTEwM1NXVYWhoyIqup6cn1NTUSqVf6urqaNSoEapXr47s7Gx8/foVe/fuVagyBIVSUqjwUShKJiMjQ0KcSpNatWpJJMbOT05ODj58+IAVK1aAw+FAS0sLHh4eCAwMhJ6eHjQ1NWFsbAxDQ0OkpqaWKMCcz+dDTU0NtWrVQtu2bdlz7t27F+Hh4RCLxfD19S32+SmUokCFj0L5zVFEsMRiMRITE3Hu3DmcO3cORkZGaNasGaZPn46uXbuiRYsW4HK5RbqulpYWqlativr168PW1hbh4eF4/vw5VqxYAQMDA3A4HJmliyiUsoYKH4WiRHg8XoHhCKVBQR6c8oiNjcX169fx5s0brFmzBlu2bMHIkSPRunVr9O3bF6tWrZIqKsvlciEQCODm5oa6detCR0cH3759w7Vr17B+/XpkZmay7XV1dWmmForSoMJHoSgRNTU1uLm5FUucFKWkOTAJIUhPT0dCQgJycnJw584ddO/eHebm5oiJiYGBgQHGjBkDAwMDiEQiPH/+HAcOHEBkZGQp3QGFUrpQ4aNQlMyxY8dkVkUvLUpLVM+dO4fk5GS8ffsWR44cgZaWFtq3bw97e3uEhobi4cOHyMzMLHIppfwUdTqVQikOdK6BQlEyZSl6QMlHfHmIRCJWRPPWBHfu3ImrV6/i+vXrSEtLK5HoaWtro2XLlqXSVwqlIKjwUShKxNDQECoqKmV2/ufPn+PLly9ldv7ShMvlQkNDQ9ndoPwBUOGjUJRI7dq15VZPKA2+ffv2y1Q8ePPmDVJTU5XdDcofABU+CkWJpKeny8zYAgDm5uZwcnIq5x4pj9evX5dKVhgKpTCo8FEoSiQ7O1uu96OmpmaZjgaVCcMwBRa+pVDKEip8FIoS+VO9GBmGgbu7u7K7QflDocJHoSiRjh07KrsLFYoaNWqUmhcqhSIPKnwUihLR0tIq0+D1Xy07ipub2y/XZ8qvB/2EUShK5MaNG4iNjS2Tc1tYWKBu3bplcu6yICkpiRaipZQLVPgoFCWSmppaYAB7SQLC+Xw+1NXVi318eSMWi6lXJ6VcoMJHoVRgDh06pOwulAkxMTGIjo5WdjcofyhU+CgUJWFpaYkqVaoU2CYxMbF8OlPOfPnyRWYNQg0NDWhrayuhR5Q/CSp8FIqS0NLSgqqqqrK7UaGwtbVFtWrVlN0Nym8OFT4KRYkcPHhQ2V2oUOSv70ehlBVU+CgUJZKVlaXsLlQojh07ViKHHgpFEajwUShKojzi1X61EVRiYmKZxjVSKAAVPgpFafj6+oLP58vd7+joWOKUZocPHy7R8crgVwrBoPyaUOGjUJSEjo5OgaOb2rVrg8fjlega8fHxJTq+vGEYBp07d1Z2Nyi/OVT4KBQl8f79ezx9+lTZ3ahQZGdnK7sLlD8AKnwUipLIzMxEWlqasrtRoXjz5g19GKCUOVT4KJQKSkJCAqKiopTdjXJFLBZTr05KmUOFj0JRAlwut9AiszExMXj37l059ajioKenV6DTD4VSUqjwUShKQF1dHZ6entR1Xwb169eHvr6+srtB+Y2hwkehKAGGYXD06NECKzP87sgqOEsIocmrKWUOFT4KRUmUddaWKlWqVOgpw8aNG0NPT09q+8mTJ5XQG8qfBBU+CqWCImtEVBRq164NgUBQSr0B6tSpAzU1tVI7n7a2donjFCmU4kCFj0JRAkKhsMCUZWpqavD29i7HHhVOpUqVSlVI5SEUCmFvb1/m16H8uVDho1CUQKNGjWBsbCx3P4fDga6ubjn2qOKgqqoKV1dXZXeD8htDhY9CUQJ8Pr9cklT/ily/fh3fv39XdjcovzH0m0ehKIH09HTcv39f2d2okCQlJdHUZZQyhQofhaIEsrKyEB4eXmCbN2/e/HJlhUoLFRUVZXeB8htDhY9CqaDcvXv3t47zi42NlbuvY8eOJS7JRKHIgwofhUIpdwghOHHihNx9QMnDOSgUeVDho1CUQKNGjZTdBaUjL11bcnIyzp49W869ofxJUOGjUJSAra0trUIgB0JImWe1ofzZUOGjUJTAtWvXClzjolAoZQcVPgpFCWRlZRXosWlpaQkNDY1y7FHFonLlynB2dlZ2Nyi/KVT4KJQKiJOTk8wEzn8KoaGhpZoXlELJDxU+CoVS4Xj9+vUfG8NIKXuo8FEoFArlj6JYNUEeP36MmTNn4ubNm8jIyICtrS0GDx6M0aNHs21u376NCRMm4PHjx9DS0kKXLl0QHBwstW6RmZmJ6dOnY9euXUhISED16tUxd+5ctGjRomR3RqFUUHR1dVGrVi0J5xaGYaCtrc0Gbbu7uyMuLq5E052qqqrQ1NQs9jmcnJxgZWWFHj164MePH3B3dy92X4qDUCgs1+tR/hyKLHznz59Hu3bt4ObmhmnTpkFDQwPv379HZGQk2+bJkydo1qwZqlWrhqVLlyIyMhKLFy9GWFgYzpw5I3G+fv364dChQ/jrr79gb2+P7du3o02bNrhy5QoaNGhQ8jukUCoY5ubm0NHRwZ07d9htfD4fLVq0YFN18fl82NraokmTJsW6BpfLRYsWLdCyZUu0a9cOR44cKXIWGDMzMyQkJCAuLg5Pnz6Fvb09unTpUqz+FBWGYdC5c2dcu3atXK5H+cMgRSApKYkYGxuT9u3bE5FIJLdd69atiampKUlKSmK3bdq0iQAg586dY7fdu3ePACCLFi1it6WnpxM7Ozvi6elZlK6RpKQkAoAatQpvzs7OZPv27QW2adOmDXFzcyvRdaZPn07at29POBxOsY43Nzcnbdu2ZV//9ddfJCsri1SvXp3dxuVyyYABA4p1fj8/P2JkZCRzn6WlJZk/f77S/1bUfj3LrzvyKNIa3969exETE4N58+aBw+Hgx48fUgvQycnJuHDhAnr16gUtLS12e58+faChoYEDBw6w2w4dOgQul4vBgwez21RUVBAQEIA7d+4gIiKiKN2jUH4bxGIxvn37VqJzEEIgFotL5CSiLAeTiIgIvH//XinXpvz+FEn4Ll68CC0tLURFRaFKlSrQ0NCAlpYWhg0bhoyMDADA8+fPkZOTI7UeIBAI4OrqitDQUHZbaGgoHBwcJAQSAOrUqQMgd8pUHpmZmUhOTpYwCoVCoVAKo0jCFxYWhpycHPj5+cHb2xuHDx/GgAEDsH79evTv3x8A8PXrVwCAqamp1PGmpqb48uUL+/rr169y2wGQaPszISEh0NbWZs3S0rIot0KhUEoJGxubMnFE0dLSAo9XLP87CqVAiiR8qampSEtLQ58+fbBy5Up06NABK1euxJAhQ7Bv3z6EhYUhPT0dgGyPLBUVFXY/kFuMU167vP3yCAoKQlJSEmt0WpRCKX0UEbSPHz8iMzOz1K/t4eEBQ0PDUj8vhVIk4VNVVQUAdO/eXWJ7jx49AAB37txh28j6ImRkZLD7884nr13+68lCKBRCS0tLwiiU3wWhUIhatWopuxvo3LlzoW2InCoLJeXQoUNlcl4KpUjCZ2ZmBgAwNjaW2G5kZAQASEhIYKcp86Y88/P161f2HEDulKa8dvmvR6H8afD5fFSpUkXZ3VBq2rC0tDSlXZvye1Mk4ct7Ao2KipLYnrcWZ2hoCGdnZ/B4PDx8+FCiTVZWFp48eQJXV1d2m6urK96+fSvlmHLv3j12P4VCqRgkJibSUkqU34IiCV9e8OqWLVsktm/evBk8Hg+NGzeGtrY2mjdvjt27dyMlJYVts2vXLqSmpkpMnXTq1AkikQgbN25kt2VmZmLbtm3w8PCgDisUSgXiwoULEt/pskZDQ6PYAfwUSkEUyWXKzc0NAwYMwNatW5GTkwMvLy9cvXoVBw8eRFBQEDs1OW/ePNSrVw9eXl4YPHgwIiMjsWTJErRs2RKtWrViz+fh4YHOnTsjKCgIsbGxqFy5Mnbs2IGPHz9KiSuF8jtRVutiZUl595nH40FfX79cr0n5Myiyr/D6/2vv3qOavO8/gL9DQkgIgqDEBJRL0RQrKmjxVrx0bVW8YNVpvWytVctp56XdmR7adf3Zo9PuzHPq2tVatFu7XtZ287J1arXaVWarolaY2qpoFUEURYEABghJvr8/PGTEECR5AgHyfp3z/PE8z/f5PF++jf3kefK9vPMOYmJi8N5772HHjh2IjY3Fhg0b8MILL9jLDBkyBPv370dWVhZ++ctfolu3bli0aBFee+01p3gffPABXnnlFYe5Onfu3IkxY8ZI+sOIOqpLly7h+++/93U1vCYwMBAymczrifHw4cMYOXKkV2MSAR4kvsDAQKxatQqrVq1qsVxaWhq+/fbbe8ZTqVRYv3491q9f725ViDql27dvw2g0+roaXjNhwgR89tlnqKys9Grcey3WS+QpLktERJKo1WoEBHj3fyVarRavvPIKNBqNV+MSAR4uS0RE1FYefvhhJCQk4N1330VsbKyvq0NdEJ/4iKhDCA0NxQsvvACFQoGPPvoIBQUFvq4SdVF84iMin5LL5Zg5cyYMBgPef/99+9qejVMXEnkbEx8R+YRMJkN0dDSWLl2KM2fO4He/+53bi+USeYKJj4h8ok+fPkhLS0N2djbOnz/vdL5///6cg5faBH/jI6Jm3bx50z59oDcFBwdjzZo1mDx5Mg4dOoRr165BJpM5lUtISEBISIjX70/ExEfURRmNRknj4Orr6yWvAn83nU6HrKwsfPvtt5g3bx7MZjPeeustvPjiizAYDFx/j9oFP2VEXdSuXbsQHx/v1ZhyuRwTJ07EyZMn3b42KSkJK1aswPvvv48DBw4AAHbu3ImvvvoKw4YNw6JFi6DRaHD69GlcvHgRVqsVOTk5Xq0/EcDER9RltcWsJzKZzO3lwuRyOebNm4fk5GT86le/wq1btxzO19bWIicnBzk5OQgPD8eMGTOwcOFCREVF4YknnvBm9YkAMPER+YRCoWhxfsvr16/b17bszCIjI7FgwQLU1tbit7/9LSoqKlosX1FRgT/96U/4y1/+gqlTp7ZTLcnf8Dc+Ih8YM2aMfQHn5uTl5Xn99zVPxMbGOi083VoGgwG//vWvcfHiRbz99tv3THpNWSwWny6CS10bEx+RD6jV6nbpyBEYGCjp+t69eyMyMtLt6yZOnIgXX3wRmzZtwrZt2zx67fr44493yuWbqOPjq06iLmzWrFn44osv2iy+EMJhpQm1Wo2lS5dCqVTiueeeQ319vcexv/nmG5SVlXmjmkQOmPiIfGDPnj3tcp9u3bp5LVZtbS1KS0sdjtlsNuzYsQMA0LdvXzz99NP473//i88//1xS0gMAk8kEq9UqKQZRc5j4iHygqKjI11VwW0VFBY4fP97suREjRmDSpEn49NNP8c0330i+l06nQ58+fSTHIWoOEx8RuVRYWNjieblcjqFDhyIhIQHPPPMMysvLvXJfrVbLeTupzTDxEXVQ3nxN6akvv/zSZQeTsLAwzJs3DyaTCZmZmV5LesCd3w6//PJLr8Ujaoq9Ook6qGnTpkGpVPq6Gk4aB7F/+OGHaGhowOrVq50GpUvFqcuoLfHTRdRByeVySdc3NDTAZDJ5qTb/M27cOMTHx+ODDz7A9u3b22SGmOnTp2Pv3r1ej0sE8ImPyCc0Gg3S0tJaLCO1R2NJSQmOHDkiKYZMJnPoZCKEgBACK1euxNatW9sk6QHArVu3uAI7tRkmPiIfUCgUiI6Odnn+9u3bksffCSEkJ0+FQoHHHnvMvl9RUYGlS5fi3LlzzZaPi4tDeHi4pHsCQHV1tVszvRC5g4mPqAMSQqC6utrX1XCydetWhwHrd7NYLC2eby2pr3mJWsLER+QDFy5cQFVVla+r4TaLxdJib9MrV65Ifv0ZGhqK8ePHS4pB1BImPiIfKCgo6JBPdHez2WwOiUyhUGD69Oltes+AgAAcOXKEs7ZQm2HiI+rC4uLiEBER4fH1+fn5uHDhgsOx9hhqUFRUxAmqqc0w8RF1UDKZDAEB0v6JxsfHS0p8tbW1MJvN9n25XA6dTtemyU+r1SIoKKjN4hMx8RF1UPHx8XjwwQclx5HJZF6ozZ01BKdNm4bExESEhIR4JWZzUlNTmfioTXEAO5GP3OtpTqlUQq1WS75PS68MFQpFiz0oe/TogalTp0Kn06Gurg5r1qxB//79JdepJVVVVcjJyWnTe5B/Y+Ij8pGnnnoKgYGB6NWrl8Orw4qKClRXVyM1NRVardajp76SkhIcP34cBoMBzz77rMOUYkajEZWVlQCAsWPHIi4urtkYZ86cQUFBAfr164ff/OY3+OGHHyCXy1FTU+N2fdzFCaqpLTHxEflAQ0MDbty4gS+++ALDhg2DSqWynzt37hyKi4uRkpKCmpoaj2YwsVgsiImJgclkwqVLlxzW0bt48SLOnz8PAPj8889dxjCbzbDZbMjIyEBJSQmAO7PJbN++3e36uOPRRx/FsWPH2vQe5N+Y+Ih8wGQy4euvv0ZlZSV27drVbJl3330XWq0W//nPfzy+z+DBg7F3716nnpmtpVAonJ7wVCoV+vXr1ybJSSaTwWq14vbt216PTdSInVuIfEQmk92z44nUGUyOHj0q6XqLxWJfYb1Rt27d2vR3vjNnznSKMY7UeTHxEflIQkICkpOTWywzc+ZMyffRaDSSrrfZbA6dbM6ePYu6ujqp1SLyGSY+Ih85dOhQi+vteeN1X1BQEDIyMiTF0Gq1GDt2rH3/5MmTqK+vl1q1ZsXExKBfv35tEpuoERMfkY8UFha2OK9lcXExTp48KekeMpkMgYGBkmLU1dU5Db2YMWOGpJiuhIWF4cqVK20Sm6gREx+RD93rN7yIiAiHHp/u8sZ6eXv27HH4zc1sNsNqtXptYPzdcnNz2yQuUSMmPiIfaWhowJQpU1osk5qail69enl8j+PHj6OoqMjj64E79Rw4cKB9v7y8HIcPH5YU0xWNRtNmCZWoERMfkY/8+OOPKCwsbLHM1atXJd3j9u3baGhokBQDAEaMGOGwHxoaKrnTTHOmT58ueX5SonvhJ4zIR6xW6z1nKNm5c6fk+0yaNEnS1GdWq9WpF2f//v2RkJAgtWpOCgsLcerUKa/HJWqKiY/IhwYPHozw8HCX5wMCAqDVaiXdo3v37pKeom7cuOE0d+bXX3/dJssGmc1mmEwmr8claoqJj8iHjhw5guDgYJfn1Wo1HnnkkXaskTMhBCIjI9GzZ0/7sR9//LHFensiNDQUjz76qFdjEjWHiY/Ih8rLy1t8Gjt16pTDBNPuMpvNOHjwoMfXN4qLi4Ner7fvy+Vyrw9pkMvlqK2t5QK01OaY+Ih8KCQkBOPHj3d5/tq1a5IGsttsNly6dMnj6xudOnXKISGVlpaiqqpKcty77d692ytDMIhawsRH5EOnTp265//o09LSJK14HhkZiaSkJI+vB4DDhw87DDMoLCyU3OP0buzNSe2FnzQiHyopKWmxM4fNZkNUVJSkyapDQkIQFRXl8fXAnVUapk2b5nCsX79+Xl0pfcyYMejRo4fX4hG5wsRH5GOjR492mdhMJpNXhjR4w929TwcNGuTVDi5yuRx5eXlei0fkChMfkQ81Lvba0ms+s9ks6R7nzp2TPIj95MmTDmv6Wa3WFhex9YTZbMbly5e9GpOoOUx8RD5UV1eHEydOtFhGr9fj/vvv9/gex44dk7yawu3bt51iVFdXIyIiQlLcppquAEHUlpj4iHwsIiKixd/gAgMDJc3XCUBy5xYAeOyxx9CtWzf7fo8ePZCWliY5LnBnFYmYmBj26KR2wcRH5GNyuRzx8fEuz//zn/+U/LrzoYceknQ9cGfJoKa/RR47dsyrs6x8/fXXKCsr81o8IleY+Ih8bPfu3S3O2VlfXy9prk1vsFgs+Ne//uVwrLCw0KsL0jY0NHDwOrULJj4iHxNC3HM+ztmzZ0u+h1RVVVVOPTvHjBkjOS4A9OnTp8WnXiJvYuIj8jGr1YpJkya5PF9ZWSlp2rKrV696ZXHXyMhIh1emNpsNcXFxXlk/LyIiAiEhIZLjELUGEx+Rj124cKHFnp03btzA+fPnPY7f+PuglJXcAeenxrKyMvz73/+WFLNp7K1bt3olFtG9MPER+ZjVakVAQECLY/mUSqWkKb1SUlLQp08fj68HgP3796O6utq+L4SAEELSdGpN3b3mH1FbYeIj6gASExOh0+lcnh81ahSio6M9ji+TySS/kqyoqHAatzdo0CBJYwwbpaWlca5Oajf8pBF1ALt3727xf/y7du2SlBhqa2s9vrapxx9/3GH/woULkuYRbdSzZ0/cvHlTchyi1mDiI+oAAgICWpyguaysTNIT29///nePr21kNpthNBodjh08eNArPUaLi4u9snwSUWsw8RF1ALdu3cLIkSNdnler1ZgwYYLH8c1mM/r16+fx9QBw8+ZNfPPNNw7HZDIZEhMTJcWVyWReXeWB6F6Y+Ig6gNOnT6OystLl+ZqaGknd/QMDA1tMrK0VHx+P3r172/cDAgIkzwoTFhaGIUOGcPA6tRsmPqIOwmAwuPwdLzc3F9euXWvnGjnTarUOHVx++OEHSUMtgDvJc+/evZynk9oNEx9RB1BXVwelUulyaIAQAiNGjPB46EB1dbVXphe7uwNKTU2N1zrOELUXJj6iDqChoQGXLl1qMfHFxcV53IPyxIkTKCoqklJFAMA//vEPp1eSDz/8MEJDQz2OOXr0aK8ub0R0L0x8RB3Efffdh6FDhzZ7rra2VtJK7EIIhIeHe2Ws3N29T3v06CFpEHtQUBBOnz4ttVpErcbER9RB7N271+WQBSEEGhoaEBgY6HH8CRMmSF7lQS6XIyMjw6FeBQUFkmLW1dXhxx9/lBSDyB1uJ77z589jzpw56N27N4KDg5GYmIjVq1c7rct16NAhpKWlITg4GDqdDsuXL0dNTY1TvPr6emRlZSEqKgpqtRrDhw/Hvn37PP+LiDqpsrKyFl/5xcbGIjU11eP43njau3TpkkMnG5vNhoMHD0qK2bNnT6nVInKLW/8SiouLMWzYMBw5cgRLly7FH/7wB4wcORKrVq3C3Llz7eXy8/PxyCOPwGQy4fXXX8fixYuxefNmzJo1yynmggUL8Prrr2P+/Pl44403IJfLMWnSJKfxQkRdndFoxKhRo1yel/KF0Gq14sKFCx5f3+j69etOK0VERERg9OjRHsWTyWSYNGkSe3RS+xJuWLt2rQAgTp8+7XD8ySefFABEeXm5EEKI9PR0odfrhdFotJfZsmWLACD27t1rP5abmysAiPXr19uP1dbWioSEBDFy5Eh3qiaMRqMAwI1bp94yMzNdnjMYDGLcuHEex543b57QaDSS6qdQKMQf//hHoVar7ceWLFkiFixY4FE8mUwmli5dKgICAnze9ty6xtY077ji1hNfVVUVAKBXr14Ox/V6PQICAqBUKlFVVYV9+/bhZz/7mUNPryeffBIhISH429/+Zj+2detWyOVyZGZm2o+pVCosWrQIhw8fRnFxsTvVI+r0hg8f3uKitE1/X3OXTqfDsGHDPL4eAIQQ6NOnj8NMKwcOHHBYtcEdcrkcFouFT3zUrtxKfOPGjQMALFq0CPn5+SguLsZnn32GTZs2Yfny5dBoNDh16hQsFgsefPBBh2uVSiWSk5ORl5dnP5aXlweDweDUFbrxH2d+fr7LutTX16OqqsphI+rszpw543L6rhs3bjT7O3lrqVQqpxXU3WW1WrF9+3aHYzdv3oTFYvEoXmJiIgYOHCipTkTucivxTZw4EWvWrMG+ffuQkpKCmJgYzJkzB8uWLcOGDRsAwP7Dt16vd7per9fj6tWr9v1r1665LAfAoezdXnvtNYSFhdk3qWuNEXUE33//PZRKZbPnKisrceXKlXauUfOaTlsGAFOmTPFoEm2FQoE9e/Z4q1pEreJ2N6+4uDiMGTMGmzdvxrZt27Bw4UKsW7cOb731FoD/LX/S3LdWlUrlMMtDbW2ty3JNYzXnpZdegtFotG98LUpdgc1mw2OPPeby/P333+/xYO/vvvvOK7O3hIWFISUlxb5vsVgQHBzscbzS0lLJdSJyh1ujTj/99FNkZmaioKDA/o1vxowZsNlsyMrKwty5c+3jhJr7B1ZXV+cwjkitVrss13jelaCgIM7oTl3O4cOHW0xser0eoaGhKC8vdzv22bNnvfJa8cCBA+jbt699/9atW8jJyfEo1uTJk/HVV19JrhORO9x64nv77beRkpLi9JojIyMDJpMJeXl59teUzU2oe+3aNURFRdn39Xq9y3IAHMoS+QMhBFJTU11OTda0c5gnZs+eLel64M54w7t/01OpVB4NjrdarV6ZSo3IHW4lvuvXr8NqtTodb2hoAHDnlUdSUhIUCgWOHz/uUMZsNiM/Px/Jycn2Y8nJySgoKHDqmJKbm2s/T+RPTCYTrl275jLxmUwmSbO3SHkl2dSUKVMc9gcMGACDweB2nLKyMly/ft0rdSJqLbcSn8FgQF5entMURZ988gkCAgIwaNAghIWF4dFHH8VHH33k0MX5ww8/RE1NjcMg9p/+9KewWq3YvHmz/Vh9fT3ee+89DB8+nB1WyO9YrVYYjUaXCUqtVjslndaqqKiQPL0YcOcLbkhIiENnlqNHj7odRy6XS5rcmshj7gwSz8nJEXK5XGi1WrF69WqxceNGkZ6eLgCIxYsX28t99913IigoSKSkpIhNmzaJl19+WahUKjF+/HinmLNmzRIKhUKsXLlSZGdni1GjRgmFQiFycnLcqRoHsHPrMltmZqbLgeq9e/cWCxcu9Dj2L37xC68MFs/MzBQymcy+n5qaKpKTk92KERERIXbu3CnkcrnP25xb19laM4DdrcQnxJ3ZVtLT04VOpxOBgYHCYDCItWvXioaGBodyBw8eFKNGjRIqlUpERkaKJUuWiKqqKqd4tbW1YsWKFUKn04mgoCCRmpoq9uzZ4261mPi4dZktMTFRjB49utlzGo1GzJ8/3+PYf/7zn8V9990nuY7Lly8XKpXKvj9s2DC3Z5WJiIgQr776qkMC5cZN6tYmia+jYuLj1lW2xi+TzZ3TaDTi/fffF0ql0qPYH3/8sTAYDJLruGXLFjFo0CD7/ogRI8Qbb7zhVoyIiAgxc+ZMn7c3t661eX3KMiJqexcvXnQ5ts1msyE4ONjjlRaOHDkipWp2RqPR4Te+4uJit8fjDRgwACEhIV6pD5E7mPiIOpjGziPNdXCpra3F7t27PY598uRJSb1CG23fvt1hJfbS0lLcuHHDrRh9+/Z1OUsNUVti4iPqgAoKCpxWOm8UERGBhIQEj+IqlUpMmzZNStUAwD7esKmkpCS3hktUVlZy7U3yCSY+og6ovr4eMTExzZ6rqqpCdHS0R3FlMhk0Go2UqgG4s6jt3bPA3HffffbpBlvDZrM5LWBN1B6Y+Ig6oKKiIiQlJTV7Licnxz5phLsuXryImzdvSqkagDv1a/qbntVqxbZt29yKIWU1eSIpmPiIOqCLFy8iPDzcZSeWSZMmeRS3uLgYgwcPduvJrDlXr151mi/UYrG0eppBmUwGrVbrlUmzidzFxEfUAZnNZoSHh0OhcJ5H/ubNmzCbzR7H1uv1zcZ114QJExAWFmbfl8vlGDp0aKuvP3r0KIxGo+R6ELmLiY+oAzKbzTh79myzc3ZWVFTg8uXLHsUVQnj8mvTuODdu3HB4It2/fz8qKyslxyZqa0x8RB1URUWFw7p3TfXt29ej1dTNZjN2794tebJqm83mtJyQ1Wp1eAJsSVRUlNMqL0TthYmPqIM6e/asy6V+zpw5g+7du3sUNzQ0FKNGjZJQsztUKpV9GTKlUgmNRoPZs2c7PaWqVCpoNBqHLTY2VtLrWiIpZKLpKNROrKqqqtXfNok6gx49euDVV191eH1YVFSEAwcOYMyYMQCAS5cu4eGHH3Yr7kMPPYRbt27h7NmzkuqXmpoKs9mMEydOQK/Xw2AwIDIyEmPHjsXt27fRp08fyGQyPPPMM0hNTUVYWJh9kHt1dTWef/55lJSUSKoD0d2MRuM9V/1g4iPqwKKjozFo0CD7vtVqRUNDAyZPnozY2FgIITyaiWXw4MHQarWS63f9+nXs3LkTsbGxUKvVMBgMOH78OK5cuQKdTgfgzuvV7du3o7CwEOfOnQNw51Upn/ioLTDxEVGztFqt1xalbc7NmzdRU1PTZvGJXGlN4pPep5mIOh1359Uk6krYuYWIiPwKEx8REfkVJj4iIvIrTHxERORXmPiIiMivMPEREZFfYeIjIiK/wsRHRER+hYmPiIj8ChMfERH5FSY+IiLyK0x8RETkV5j4iIjIrzDxERGRX2HiIyIiv8LER0REfoWJj4iI/AoTHxER+RUmPiIi8itMfERE5FeY+IiIyK8w8RERkV9h4iMiIr/CxEdERH6FiY+IiPwKEx8REfkVJj4iIvIrTHxERORXmPiIiMivMPEREZFfYeIjIiK/wsRHRER+hYmPiIj8ChMfERH5FSY+IiLyK0x8RETkV5j4iIjIrzDxERGRX2HiIyIiv8LER0REfqXLJD4hhK+rQEREPtaaXNBlEl91dbWvq0BERD7WmlwgE13kUclms+HcuXN44IEHUFxcjNDQUF9XqdOpqqpCnz592H4eYvtJw/aTxt/bTwiB6upqREVFISCg5Wc6RTvVqc0FBAQgOjoaABAaGuqX/+G9he0nDdtPGrafNP7cfmFhYa0q12VedRIREbUGEx8REfmVLpX4goKCsGrVKgQFBfm6Kp0S208atp80bD9p2H6t12U6txAREbVGl3riIyIiuhcmPiIi8itMfERE5FeY+IiIyK8w8RERkV/p9Imvvr4eWVlZiIqKglqtxvDhw7Fv3z5fV8unjh07hqVLl2LAgAHQaDSIiYnB7NmzUVBQ4FT2zJkzmDhxIkJCQhAREYGf//znKCsrcypns9nw+9//HvHx8VCpVBg0aBA++eST9vhzOoS1a9dCJpMhKSnJ6dyhQ4eQlpaG4OBg6HQ6LF++HDU1NU7l/PGzeuLECWRkZCAiIgLBwcFISkrCm2++6VCG7de88+fPY86cOejduzeCg4ORmJiI1atXw2QyOZRj+3lAdHJz5swRCoVCrFixQmRnZ4uRI0cKhUIhDh486Ouq+czMmTOFTqcTy5YtE1u2bBFr1qwRvXr1EhqNRpw6dcperri4WPTs2VMkJCSIN954Q6xdu1aEh4eLwYMHi/r6eoeYL774ogAgnnnmGbF582YxefJkAUB88skn7f3ntbvi4mIRHBwsNBqNGDBggMO5vLw8oVKpREpKiti0aZN4+eWXRVBQkJg4caJTHH/7rO7du1colUoxfPhw8frrr4vNmzeLrKwssXLlSnsZtl/zioqKRPfu3UVsbKx47bXXRHZ2tliwYIEAIDIyMuzl2H6e6dSJLzc3VwAQ69evtx+rra0VCQkJYuTIkT6smW99++23TomroKBABAUFifnz59uPPffcc0KtVovLly/bj+3bt08AENnZ2fZjV65cEYGBgWLJkiX2YzabTYwePVr07t1bWCyWNvxrfO+JJ54QP/nJT8TYsWOdEl96errQ6/XCaDTaj23ZskUAEHv37rUf87fPqtFoFL169RLTp08XVqvVZTm2X/PWrl0rAIjTp087HH/yyScFAFFeXi6EYPt5qlMnvpUrVwq5XO7wH10IIdatWycAiKKiIh/VrGMaMmSIGDJkiH1fq9WKWbNmOZUzGAzikUcese9v3LhRABDff/+9Q7m//vWvAkCX/saYk5Mj5HK5OHnypFPiMxqNQqFQODzBCCFEfX29CAkJEYsWLbIf87fP6qZNmwQA8cMPPwghhKipqXFKgGw/17KysgQAUVZW5nQ8ICBA1NTUsP0k6NS/8eXl5cFgMDjNRD5s2DAAQH5+vg9q1TEJIXD9+nX07NkTAFBSUoIbN27gwQcfdCo7bNgw5OXl2ffz8vKg0WjQv39/p3KN57siq9WKZcuWYfHixRg4cKDT+VOnTsFisTi1oVKpRHJyslMb+tNndf/+/QgNDUVJSQnuv/9+hISEIDQ0FM899xzq6uoAsP1aMm7cOADAokWLkJ+fj+LiYnz22WfYtGkTli9fDo1Gw/aToFMnvmvXrkGv1zsdbzx29erV9q5Sh/Xxxx+jpKQETzzxBIA7bQfAZfuVl5ejvr7eXrZXr16QyWRO5YCu287vvPMOLl++jDVr1jR7/l5t2LRd/O2zev78eVgsFkybNg0TJkzAtm3bsHDhQrzzzjt4+umnAbD9WjJx4kSsWbMG+/btQ0pKCmJiYjBnzhwsW7YMGzZsAMD2k6JTr8dXW1vb7ISsKpXKfp6As2fPYsmSJRg5ciSeeuopAP9rm3u1X1BQkF+2861bt/B///d/eOWVVxAZGdlsmXu1YdN28bc2rKmpgclkwrPPPmvvxTljxgyYzWZkZ2dj9erVbL97iIuLw5gxYzBz5kz06NEDu3btwrp166DT6bB06VK2nwSdOvGp1Wr7U0lTja9S1Gp1e1epwyktLcXkyZMRFhaGrVu3Qi6XA/hf27Sm/fyxnX/zm98gIiICy5Ytc1nmXm3YtF38rQ0b/565c+c6HJ83bx6ys7Nx+PBhBAcHA2D7NefTTz9FZmYmCgoK0Lt3bwB3vjjYbDZkZWVh7ty5/PxJ0Klfder1evvjflONx6Kiotq7Sh2K0WhEeno6KisrsWfPHof2aHzF4ar9IiIi7N8Q9Xo9SktLIe5ayKOrtvP58+exefNmLF++HFevXkVhYSEKCwtRV1eHhoYGFBYWory8/J5teHd7+9NntfHv6dWrl8NxrVYLAKioqGD7teDtt99GSkqKPek1ysjIgMlkQl5eHttPgk6d+JKTk1FQUICqqiqH47m5ufbz/qqurg5Tp05FQUEBdu7ciQceeMDhfHR0NCIjI3H8+HGna48ePerQdsnJyTCZTDhz5oxDua7aziUlJbDZbFi+fDni4+PtW25uLgoKChAfH4/Vq1cjKSkJCoXCqQ3NZjPy8/Od2tCfPqtDhw4FcKctm2r8LSkyMpLt14Lr16/DarU6HW9oaAAAWCwWtp8Uvu5WKsWRI0ecxqbU1dWJvn37iuHDh/uwZr5lsVhERkaGUCgUYteuXS7LPfvss0KtVjt0Zd6/f78AIDZt2mQ/Vlxc7HIcX3R0dJcbx1dWViZ27NjhtA0YMEDExMSIHTt2iJMnTwohhJg4caLQ6/WiqqrKfv27774rAIgvvvjCfszfPqsnTpwQAMS8efMcjs+dO1coFApRUlIihGD7uTJlyhShVCrFuXPnHI4//vjjIiAggO0nUadOfEIIMWvWLPtYluzsbDFq1CihUChETk6Or6vmM88//7wAIKZOnSo+/PBDp61RUVGR6NGjh0hISBBvvvmmWLdunQgPDxcDBw4UdXV1DjFXrlwpAIjMzEyxZcsW+8wtH3/8cXv/eT7T3AD27777TgQFBTnMnKFSqcT48eOdrve3z+rChQsFADF79myxceNGMWvWLAFAvPTSS/YybL/mNY4f1Wq1YvXq1WLjxo0iPT1dABCLFy+2l2P7eabTJ77a2lqxYsUKodPpRFBQkEhNTRV79uzxdbV8auzYsQKAy62p06dPi/Hjx4vg4GDRvXt3MX/+fFFaWuoU02q1inXr1onY2FihVCrFgAEDxEcffdRef1KH0FziE0KIgwcPilGjRgmVSiUiIyPFkiVLHL6BN/K3z6rZbBavvvqqiI2NFYGBgaJv375iw4YNTuXYfs3Lzc0V6enpQqfTicDAQGEwGMTatWtFQ0ODQzm2n/tkQtzVY4GIiKgL69SdW4iIiNzFxEdERH6FiY+IiPwKEx8REfkVJj4iIvIrTHxERORXmPiIiMivMPEREZFfYeIjIiK/wsRHRER+hYmPiIj8ChMfERH5lf8HieIVYNq69B8AAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of white points: 25003\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of white points without corners: 18541\n", "(18541, 2) (185, 2)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(18541, 2, 2)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(346, 2, 2)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "检测到角点数目 185 最终连线数目 346\n" ] } ], "source": [ "pic_corners_connections_detect_refer_white('z1.png', 'z2.png', 'depth', interactive_plot, interactive_hlpp)" ] }, { "cell_type": "code", "execution_count": 26, "id": "b44b28ae-271a-473e-b2be-67f54a7397a9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "6\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from networkx import Graph, cycle_basis, simple_cycles,minimum_cycle_basis\n", "from matplotlib.patches import Polygon\n", "from matplotlib.collections import PatchCollection\n", "# 将所有线段的端点合并到一个列表中,并去重\n", "points = corners.reshape(-1,2)\n", "\n", "# 创建一个空的图\n", "G = Graph()\n", "\n", "# 将所有的点添加到图中\n", "for point in points:\n", " G.add_node(tuple(point))\n", "\n", "# 将所有的线段添加到图中\n", "for line in unique_lines2:\n", " G.add_edge(tuple(line[0]), tuple(line[1]))\n", "\n", "# 找到图中所有的环\n", "cycles = cycle_basis(G)\n", "# 筛选出一个范围内的多边形\n", "\n", "polys= [cycle for cycle in cycles if len(cycle) == 8 ]\n", "# 将结果转换为所需的格式\n", "print(len(polys))\n", "# 创建一个新的图形\n", "fig, ax = plt.subplots()\n", "\n", "# 创建一个空的列表来存储所有的多边形\n", "patches = []\n", "\n", "for poly in polys:\n", " polygon = Polygon(poly, closed=True)\n", " patches.append(polygon)\n", "\n", "# 创建一个PatchCollection,设置为红色,并添加到图形中\n", "p = PatchCollection(patches, color='red',edgecolor='black')\n", "ax.add_collection(p)\n", "\n", "\n", "# 设置坐标轴的范围\n", "ax.set_xlim(0, 1560)\n", "ax.set_ylim(0, 1560)\n", "ax.invert_yaxis()\n", "# 显示图形\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "id": "cbb9a08d-460e-41d2-a479-378e18f905ed", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "43\n" ] } ], "source": [ "polys= [cycle for cycle in cycles if len(cycle) == 4 ]\n", "# 将结果转换为所需的格式\n", "print(len(polys))\n", "\n", "patches = []\n", "\n", "for poly in polys:\n", " polygon = Polygon(poly, closed=True)\n", " patches.append(polygon)\n", "\n", "# 创建一个PatchCollection,设置为红色,并添加到图形中\n", "p = PatchCollection(patches, color='blue',edgecolor='black')\n", "ax.add_collection(p)\n", "\n", "\n", "# 设置坐标轴的范围\n", "ax.set_xlim(0, 1560)\n", "ax.set_ylim(0, 1560)\n", "ax.invert_yaxis()\n", "# 显示图形\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "a348bdf4-b0b7-4bae-b4ca-5d92fcb55ae4", "metadata": {}, "outputs": [], "source": [ "# backup\n", "\n", "img = cv2.imread('z1.png')\n", "gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n", "\n", "# 找到所有亮度大于200的像素点\n", "white_points = np.where(gray > 50)\n", "\n", "# 新建一张和img大小一样的黑色图像\n", "new_img = np.zeros_like(img)\n", "\n", "# 在新图像上画出所有亮度大于200的像素点\n", "new_img[white_points] = 255\n", "\n", "# 使用plt展示新图像\n", "plt.imshow(new_img, cmap='gray')\n", "plt.show()\n", "# 统计并打印白色像素点的数量\n", "num_white_points = len(white_points[0])\n", "print(\"Number of white points: \", num_white_points)\n", "\n", "corners = cv2.goodFeaturesToTrack(gray, maxCorners=p1, qualityLevel=p2, minDistance=p3, blockSize=int(p4), useHarrisDetector=p5, k=p6)\n", "corners = np.intp(corners)\n", "#new_img = np.zeros_like(img)\n", "for corner in corners:\n", " x, y = corner.ravel() # 将角点坐标展平\n", " cv2.circle(new_img, (x, y), 5, (0,255,0), -1) # 在角点位置绘制圆\n", "plt.imshow(new_img)\n", "plt.show()\n", "for corner in corners:\n", " x, y = corner.ravel() # 将角点坐标展平\n", " cv2.circle(new_img, (x, y), 6, (0,0,0), -1) # 在角点位置绘制圆\n", "plt.imshow(new_img)\n", "plt.show()\n", "\n", "gray = cv2.cvtColor(new_img, cv2.COLOR_BGR2GRAY)\n", "# 找到所有亮度大于200的像素点\n", "\n", "white_points = np.where(gray == 255)\n", "num_white_points = len(white_points[0])\n", "print(\"Number of white points: \", num_white_points)\n", "corners=corners.reshape(-1,2)\n", "white_points = np.transpose(white_points)\n", "white_points = np.fliplr(white_points)\n", "print(white_points.shape,corners.shape)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.8" } }, "nbformat": 4, "nbformat_minor": 5 }