{ "cells": [ { "cell_type": "markdown", "id": "48406af8", "metadata": {}, "source": [ "# OPENCV中的GUI特性" ] }, { "cell_type": "markdown", "id": "d9accab6", "metadata": {}, "source": [ "## 读取图像" ] }, { "cell_type": "code", "execution_count": 96, "id": "137dbdb8", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T06:48:46.006447Z", "start_time": "2021-12-13T06:48:46.000054Z" } }, "outputs": [], "source": [ "import cv2 as cv\n", "import numpy as np\n", "from matplotlib import pyplot as plt" ] }, { "cell_type": "code", "execution_count": 6, "id": "048385d6", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T12:46:53.317138Z", "start_time": "2021-12-12T12:46:53.186272Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = cv.imread('/home/god/图片/头像.png',0)\n", "plt.imshow(img, cmap = 'gray', interpolation = 'bicubic')\n", "plt.xticks([]), plt.yticks([]) # to hide tick values on X and Y axis\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "id": "fdcd3a18", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T12:50:12.483306Z", "start_time": "2021-12-12T12:49:59.416537Z" } }, "outputs": [], "source": [ "cv.namedWindow('image',cv.WINDOW_NORMAL)\n", "img = cv.imread('/home/god/图片/头像.png')\n", "# img = cv.imread('/home/god/图片/头像.png',0) #灰度图\n", "emptyImage = np.zeros(img.shape, np.uint8)#创建空图\n", "emptyImage2=cv.cvtColor(img,cv.COLOR_BGR2GRAY) #灰度图\n", "cv.imshow('image',img)\n", "cv.imshow(\"EmptyImage\", emptyImage) \n", "cv.imshow(\"EmptyImage2\", emptyImage2) \n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "ffa59c4f", "metadata": {}, "source": [ "## 读取视频" ] }, { "cell_type": "code", "execution_count": 9, "id": "3c36aafc", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T12:36:05.985826Z", "start_time": "2021-12-12T12:35:56.136169Z" } }, "outputs": [], "source": [ "cap = cv.VideoCapture(0)\n", "if not cap.isOpened():\n", " print(\"Cannot open camera\")\n", " exit()\n", "while True:\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", " # if frame is read correctly ret is True\n", " if not ret:\n", " print(\"Can't receive frame (stream end?). Exiting ...\")\n", " break\n", " # Our operations on the frame come here\n", " gray = cv.cvtColor(frame, cv.COLOR_BGR2GRAY)\n", " # Display the resulting frame\n", " cv.imshow('frame', gray)\n", " if cv.waitKey(1) == ord('q'):\n", " break\n", "# When everything done, release the capture\n", "cap.release()\n", "cv.destroyAllWindows()" ] }, { "cell_type": "code", "execution_count": 56, "id": "e16c93d1", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:38:34.475568Z", "start_time": "2021-12-12T13:38:13.565139Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Can't receive frame (stream end?). Exiting ...\n" ] } ], "source": [ "cap = cv.VideoCapture(\"/home/god/Projects/rm/Datasets/2蓝方标准曝光.mp4\")\n", "while cap.isOpened():\n", " ret, frame = cap.read()\n", " # if frame is read correctly ret is True\n", " if not ret:\n", " print(\"Can't receive frame (stream end?). Exiting ...\")\n", " break\n", "# gray = cv.cvtColor(frame, cv.COLOR_BGR2GRAY)\n", " cv.imshow('frame',frame)\n", " if cv.waitKey(1) == ord('q'):\n", " break\n", "cap.release()\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "d6e17ff5", "metadata": {}, "source": [ "## 绘图" ] }, { "cell_type": "code", "execution_count": 3, "id": "9f014196", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T12:44:59.374216Z", "start_time": "2021-12-12T12:44:52.343508Z" } }, "outputs": [], "source": [ "# Create a black image\n", "img = np.zeros((512,512,3), np.uint8)\n", "# Draw a diagonal blue line with thickness of 5 px\n", "cv.line(img,(0,0),(511,511),(255,0,0),5)\n", "cv.rectangle(img,(384,0),(510,128),(0,255,0),3)\n", "cv.circle(img,(447,63), 63, (0,0,255), -1)\n", "cv.ellipse(img,(256,256),(100,50),0,0,180,255,-1)\n", "pts = np.array([[10,5],[20,30],[70,20],[50,10]], np.int32)\n", "pts = pts.reshape((-1,1,2))\n", "cv.polylines(img,[pts],True,(0,255,255))\n", "cv.imshow(\"image\",img)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "b036ae74", "metadata": {}, "source": [ "## 鼠标作为画笔" ] }, { "cell_type": "code", "execution_count": 8, "id": "a51b1c21", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T12:52:54.123880Z", "start_time": "2021-12-12T12:52:54.119346Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['EVENT_FLAG_ALTKEY', 'EVENT_FLAG_CTRLKEY', 'EVENT_FLAG_LBUTTON', 'EVENT_FLAG_MBUTTON', 'EVENT_FLAG_RBUTTON', 'EVENT_FLAG_SHIFTKEY', 'EVENT_LBUTTONDBLCLK', 'EVENT_LBUTTONDOWN', 'EVENT_LBUTTONUP', 'EVENT_MBUTTONDBLCLK', 'EVENT_MBUTTONDOWN', 'EVENT_MBUTTONUP', 'EVENT_MOUSEHWHEEL', 'EVENT_MOUSEMOVE', 'EVENT_MOUSEWHEEL', 'EVENT_RBUTTONDBLCLK', 'EVENT_RBUTTONDOWN', 'EVENT_RBUTTONUP']\n" ] } ], "source": [ "events = [i for i in dir(cv) if 'EVENT' in i]\n", "print( events )" ] }, { "cell_type": "code", "execution_count": 9, "id": "3bd4eb95", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T12:54:43.460331Z", "start_time": "2021-12-12T12:53:16.738399Z" } }, "outputs": [], "source": [ "# 鼠标回调函数\n", "def draw_circle(event,x,y,flags,param):\n", " if event == cv.EVENT_LBUTTONDBLCLK:\n", " cv.circle(img,(x,y),100,(255,0,0),-1)\n", "# 创建一个黑色的图像,一个窗口,并绑定到窗口的功能\n", "img = np.zeros((512,512,3), np.uint8)\n", "cv.namedWindow('image')\n", "cv.setMouseCallback('image',draw_circle)\n", "while(1):\n", " cv.imshow('image',img)\n", " if cv.waitKey(20) & 0xFF == 27:\n", " break\n", "cv.destroyAllWindows()" ] }, { "cell_type": "code", "execution_count": 13, "id": "22fa2202", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:00:32.179180Z", "start_time": "2021-12-12T12:59:45.527528Z" } }, "outputs": [], "source": [ "drawing = False # 如果按下鼠标,则为真\n", "mode = True # 如果为真,绘制矩形。按 m 键可以切换到曲线\n", "ix,iy = -1,-1\n", "# 鼠标回调函数\n", "def draw_circle(event,x,y,flags,param):\n", " global ix,iy,drawing,mode\n", " if event == cv.EVENT_LBUTTONDOWN:\n", " drawing = True\n", " ix,iy = x,y\n", " elif event == cv.EVENT_MOUSEMOVE:\n", " if drawing == True:\n", " if mode == True:\n", " cv.rectangle(img,(ix,iy),(x,y),(0,255,0),-1)\n", " else:\n", " cv.circle(img,(x,y),5,(0,0,255),-1)\n", " elif event == cv.EVENT_LBUTTONUP:\n", " drawing = False\n", " if mode == True:\n", " cv.rectangle(img,(ix,iy),(x,y),(0,255,0),-1)\n", " else:\n", " cv.circle(img,(x,y),5,(0,0,255),-1)\n", "img = np.zeros((512,512,3), np.uint8)\n", "cv.namedWindow('image')\n", "cv.setMouseCallback('image',draw_circle)\n", "while(1):\n", " cv.imshow('image',img)\n", " if cv.waitKey(20) & 0xFF == 27:\n", " break\n", "cv.destroyAllWindows()" ] }, { "cell_type": "code", "execution_count": 3, "id": "28f6d3f2", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:03:38.467836Z", "start_time": "2021-12-12T13:02:49.068884Z" } }, "outputs": [], "source": [ "def nothing(x):\n", " pass\n", "# 创建一个黑色的图像,一个窗口\n", "img = np.zeros((300,512,3), np.uint8)\n", "cv.namedWindow('image')\n", "# 创建颜色变化的轨迹栏\n", "cv.createTrackbar('R','image',0,255,nothing)\n", "cv.createTrackbar('G','image',0,255,nothing)\n", "cv.createTrackbar('B','image',0,255,nothing)\n", "# 为 ON/OFF 功能创建开关\n", "switch = '0 : OFF \\n1 : ON'\n", "cv.createTrackbar(switch, 'image',0,1,nothing)\n", "while(1):\n", " cv.imshow('image',img)\n", " k = cv.waitKey(1) & 0xFF\n", " if k == 27:\n", " break\n", " # 得到四条轨迹的当前位置\n", " r = cv.getTrackbarPos('R','image')\n", " g = cv.getTrackbarPos('G','image')\n", " b = cv.getTrackbarPos('B','image')\n", " s = cv.getTrackbarPos(switch,'image')\n", " if s == 0:\n", " img[:] = 0\n", " else:\n", " img[:] = [b,g,r]\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "b75e784b", "metadata": {}, "source": [ "# 核心操作" ] }, { "cell_type": "markdown", "id": "6c55a3ac", "metadata": {}, "source": [ "## 图像的基本操作" ] }, { "cell_type": "code", "execution_count": 4, "id": "1d6b1fcd", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:04:27.531514Z", "start_time": "2021-12-12T13:04:27.522691Z" } }, "outputs": [], "source": [ "img = cv.imread('/home/god/图片/头像.png')" ] }, { "cell_type": "code", "execution_count": 21, "id": "026590c8", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:07:04.682706Z", "start_time": "2021-12-12T13:07:04.677625Z" } }, "outputs": [], "source": [ "px = img[100,100]\n", "blue=img[100,100,0]\n", "img[100,100]=[0,0,0]" ] }, { "cell_type": "markdown", "id": "60a3a513", "metadata": {}, "source": [ "Numpy是用于快速数组计算的优化库。因此,简单地访问每个像素值并对其进行修改将非常缓慢,因此不建议使用。" ] }, { "cell_type": "code", "execution_count": 31, "id": "bf229a78", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:11:35.909385Z", "start_time": "2021-12-12T13:11:30.799668Z" } }, "outputs": [], "source": [ "cv.imshow(\"image\",img)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "code", "execution_count": 24, "id": "2846895f", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:08:27.675264Z", "start_time": "2021-12-12T13:08:27.670676Z" } }, "outputs": [], "source": [ "#更好的像素访问和编辑方法:\n", "img.item(10,10,2)\n", "img.itemset((10,10,2),100)" ] }, { "cell_type": "code", "execution_count": 27, "id": "24f1e6da", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:09:24.522283Z", "start_time": "2021-12-12T13:09:24.516223Z" } }, "outputs": [ { "data": { "text/plain": [ "dtype('uint8')" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img.shape\n", "img.dtype" ] }, { "cell_type": "markdown", "id": "78624246", "metadata": {}, "source": [ "### ROI" ] }, { "cell_type": "code", "execution_count": 30, "id": "852a8d49", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:11:28.864387Z", "start_time": "2021-12-12T13:11:28.860106Z" } }, "outputs": [], "source": [ "ball = img[84:440, 110:420]\n", "img[87:443, 90:400] = ball" ] }, { "cell_type": "markdown", "id": "10ac4550", "metadata": {}, "source": [ "### 拆分和合并图像通道" ] }, { "cell_type": "code", "execution_count": 33, "id": "36f2ab01", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:13:04.982905Z", "start_time": "2021-12-12T13:13:04.967199Z" } }, "outputs": [], "source": [ "b,g,r = cv.split(img)\n", "img = cv.merge((b,g,r))" ] }, { "cell_type": "code", "execution_count": 35, "id": "f90c68e3", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:13:28.814487Z", "start_time": "2021-12-12T13:13:28.807275Z" } }, "outputs": [], "source": [ "b = img[:,:,0]" ] }, { "cell_type": "markdown", "id": "29a4ec2e", "metadata": {}, "source": [ "### 为图像设置边框(填充)" ] }, { "cell_type": "code", "execution_count": 38, "id": "a84323a6", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:15:58.601022Z", "start_time": "2021-12-12T13:15:57.972802Z" } }, "outputs": [ { "data": { "image/png": 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fBlKdvz7h0RPPh7QzOWIiVXRdl2q1wpkzZ9jd3WV9Y4OVleWLtn+QiFXMyVOn+cwDD9PtdKhWykw2ximXXDzfZ3Kigeu4KHHxDU49RFEU0263efTECTY2t5BCUC65uK6bhcNjFYMaElqQ6IUBYt9HCIFhGFlOkxACy7JwXYeFxUXOnD7NiRMn6PV6rKys4LrOiIFYGGeXh3xYWqDzGMvlEuVyiampKfr9HltbW6yuruH5PrMzM5meW8VxcZ2fYXhCfPc4+V17jYmhU0oCCiPN0VGKIAjo9XqEoZYeG4a8Jubr5Xhgn6gsO49YxbRabTY2NoijCNu2KbkuoDJvcbqPWMVZpNotldjZ3aXZbDIxMZktUJ7u6/VMgECghGJ8fAwpD7O6tsZuc5cg8KnX66PP51QRso/MLJXOj1zr4ro/Y/BEuO7JGupCaK6TUmZcl65XAKQ0Mq57unG1o01KKdqJqibNkUtTTOJkrZDKGFXCdWmUrNls0ul0mJiYvKrH+GxDynWlksv09DRRHNPtdtnZ3r6I6x5vS09kFlwTGX37nVp+QZvmg0VxTBxFuYsxaqjpgWgThgGxUlRrNRxHGxQHPXHzk7TZanH/Q49gGgaHlxdRwFi1ytr6OqfOnmdpfpb6WJ3JiYnM4xHHMb1en93dXTzfp9fr0el08DyPkutQKZdxHCeTJgopkEISxdFFxxLFcZbMDtDr9bPwdhzH2LZNpVJhcWmJtdVVdnZ3mZyczKQABZ449i5O0vFnSEGlUqFUKjEzM8Nus4llWQz6g+JaX9cYEvd+uTZSplw3lO8oFRKGEf3+AN/3qdWqmKaZeUKfbml2ngOjMMIwtSf3cnIX9uZhDgYenudhGAbb29s0m82Mu0qlciLXDgijENB5FErpyH9oRkhpMDM9zc7ODg8//Ai33+5SrVSLSPQTgC4SYNAYH6dWq7GxscHq2hrt8+d15MJ2KJWGzsEUQ/YbhjNH8nwO9CwKPP0ouG6/7aTbKrju6ceV5rq8M+pSuCaMMRgesFLa+yulHEnydV2Hfn9APPKt0ZGVelJOnz5Dp93GShIbEWQywINAlvCMrrLzsY9/ip1Wm2Mri8xOTzMzM4NSivWNDU6fO8+FtXV6vR6bG5uUy2UmJyepViqsbWywvb2dXRPXcSiVSti2rYkoiboIoSVxAIbSnvNQhgi0ZDGOY119LbmmXjjIqu4YhiQMQ+I4plqpIOfn2dnZZXNrS0dzSuWR84Jnlgf5sWRLB4WL9qXAkAau6zLvlhh4A86dPYeQknqtpnPJCjnVdQaV/T/NiU1HgB7DQ4fT3oTgKIrY3tnhwoULlMtlZmdndQGfp7kITxAEnL+wiopj2p0Oc7OzTE5OIozcI+txxnmsYprNFqfPnMHPRfct08RKeDBOqlv5gZ/lx6ZqAikFhmki0NKeudlZVldXefTRE9x8803Ylp3tq8iPfXyk+TGmaTA3N0uj0WBra4vd3V16/R7NVhPXdanVariOk4zX4fcvVaCrwPWEguv2Q8F11xauFNcNjfbH5r5rwhhTDAeqlDJLjssKU0hJEEYjoeq8mZ8flFtbW7RaLZRSTE1P02iMH+y57Kl4eOr0GR49eYpjh1eYm5lhbGxMR6Usi+WlJebn5zh/7jy7u7v4fkAUtWl3Olo+6Dg4tp5AmVQpISghBKYxzDXSyYR6DR/HMYYywASRXBcBGGlOmVIQhkSmmUgAItKqp5VqFaUUrVaLM2fOMjc3R7VaGVYAfAb6MdWeCfB0S7n26swty2J+fp7zFy6wubXF2NjYgR9TgWsESo9WwzCIk/YIyRv7yrOBLJ9iOwg4e/Ysa2tr3HLLzU9QUnHlEKuYOI558KFH+OQ991IpuTjJMZZKJarVyoiDcC+npPM1jmPW1tZ5+NFHGfT7mIZJpVrBtm2MJE8ijvW+4igmCHyAzOkUGRHlconA168bpsn0zAxBELCxscF9993PkSNHqFYqRVuPx8ClcmKFEJRcl6XFRebn5hh4A5rNFhubm6ytrlIul5mYmMgiGPB4KewFrisUXFdw3TWGq8l1j8d914QxlnlHlEoszSqe52dFJgB8z9vzrYtzK3w/oNfvEytFfWyMxQVdzvPAJYqJNby72+TvP/QRZqenWF5cYGxsDDMxgKIoQkmJbdkcP36MnZ1dWq02/X6PXq9HFIa0gyCLEqb5XWnvsDiOCQkxpJEZYsOeFoo4FlkRjiiOhvlikTZoRVIKO0j2oTCy3mT1ep0oiuh2u5w9d46pyUkmJhrDvKZnoFdlMBgQhCGVUhmZ05s/XeeSl2dIKZmamqRarbC6tsbW1jZhGB74MRV4+pE6WqIROTaZQ2W/z0spsWyLlZUVlFJ0Oh18P9jn01cXeQfH5tYW9z/yKH3Pp9frM1avsba2xvb2NvNzc0xMTFAul3Up+sSvFivdF0fLkfqsb2ywtraGH4SUS7pdR6YKELo8epo7EYZBJsdO+VW6Lr4fEAQhUmr+NC2Lufl54jhmZ2eHRx59lBtvOJ5VQHsmRv8PGnsrwIFeUFfKFcrlMtPTUzSbTc6fv0C/36der2ef3++7hXl2faLguoLrrnVcCa5L8XhrzWvCGEtje0IIpKGNgnTwpQMxL1nM1XPKXlFKEYQB/X4fy7JYWV4+8Jyn/A3r9wd88B8/ShSFHD20khliKaGkMkEtzYTJST1hO50uYRTSabfxfZ+B5w3JSinipGpOFspi6F3R5CaTHDs9cRFkBl0URSMDIk0AtW1jpMx6WuVRSkmn22VzawvfD5ibncG0zHSn2eevReTvRRiGXFhdY9DvMzMzw9hYPatElNd0XwoHcY5SSEqlEodXDtEYb1BkUjw7kTqe8siPv7w0J3WgSCl1Q9Hsu6O5sgiBYzusr6+zu7uL47oHXg01nz/h+z6fuuc++v0Bx1eWGBurU61WaTWbnLmwSrvbY3J7m3KpxNTUJGNjYxiGwcbmFpsbG7pvVSKvLpfLjFkWruMipUAm/RLTRY1SiljEmcR97wLDS5x4lmVlrxmGwdz8PKZp0ul2abXalEqlixeE1yi37cXTJcXer2iHQD8/JicmGR8fJ45jNje3aHc6lEulfXssFnj2Y79FbcF1Bdc9UTxTuS4ruvUYTvZrwhjLF+CwEs1raoCkJzF6sS/WYCqlGPT7BL7P8pKeFGlyZ34fVwv5CRpFEffe/wBnz53nrjtuY3JyAsd1iZOSrSLXnyCVEQJUqxVKJRfP86lVqwwGHlvbW3S7XV2mPopRJA2fwxCZRLiyHhy2jWFZiedFXzPbspOEWPCS11IPSxAGyaSXqDgmIunngc7Rm5ycREpJq92m2WpimgbT01O6hH7uvK/ViaxQqFhx7tx5Tp8+rfuASMnu7i6VSoVKpYLrOrmIn04ePuhIajZGESBhbKyO6zoHegwFDgYKiNRwfEkxKrVOx2LqOEllKPvyX/K+FIJ2u82F1VWiKMKyLKqVykGd0mgie6x49MQpTpw6w7FDyyzMzzHeaFAulZienmZmZpZTZ07rYkSDAa1WC8uyGB8fzx5WSinsZEEhDe0oMg1zKK8ROudS71dlvSiFEBnHGqaZyNuDrEKpZZlZ2WzLspiamsIwTba3tzFMk8mJxogc+1rmtkvhIHOj8xgpxJDmWhgmSuox2mq16Pf7jI+NZdXghgddxMaelcgZC/GetVrBdQXXPVU807iu0+nQ7nQuud1rwhhDqUQ2B1Ec6WbFiQW5nyWcGmHp5I7jmH6/z9b2NlOTk8zOzozIEw/SEFNKcer0GT75mXs5cniF+bk5ypVK5gUaMcTSmyqGrxmGQSnx9qSeolKpRKvVotlsEoZammiYSYQsmUSWZRG6LoY0khL3Csu2qVWrlCsVfM8jCELCWH9fxdqwSwt8hGGIaZpJmVSBJXQjwYmJBlEc0+v12N7ZwbQsppKoWdqP4VpDdj9iXSRlfWODxniDUsklVgrP8xh4Hju7u5iGbiJp27p/SaVSHnra1HB7V2sMXSzP0JN7KDkt8GyCACwzubcK4jjS+RFCNwu1LAsviYZD4nh5jL4mqUxld3eXIAhwbJtDKytY9sW9eK4mUi7Y2t7mH//pEyzOzbKytEStVsWQkiAIkIbBxOQEk5MNLlxYpdPpMBgM8HyfjY0NQJdlNpKm9NornCgjRIxEIg2pHSZCl7hWKiZWKsuRjRPnlmma+vqiixfFKh5VBghdebcxPs7W9jZrq2t4A4+pqUlcx9FtRp5BixSVLNSUirNc4r1RiIPARREQATMz07ium+XElstlyuXyPvqWAs8m5MeCacikX2zBdQXXPTU807jOsR3a7RZRHDM7M3PJ7V0TxpiO9mjL3xt4qFhlg2k/Y2xvd+u0S7bruiwtLenKgllU+yANMdja3uGfPvlpZqcnObKyQrlSRiZGk0wW+VIIYqWyBNa9RxglCzQSfXRd1qhWKszMzLC9vc1us0kUJL3Cku+EUUSsFGYiv0tf8z2PZquFIaXuzyFTSaL2zMjE65JW6QFtEEZRPJQsNhoIBK1Wk9ULFzANyfjYOELuLz14upC/F2nIOJ0QExMTTE9N4nlJm4BuF8/zCMKQVruNaZiYpkGr1U561enWAWl09SDOMZNsFBLFZy+S+a9/B5BZkSLHdTANg36/n42FixcnWrOS8oZSCs/z8ZLm7svLyzpp/ICQzTml6PX7/MOHP4IUcOTQMvV6bVh+Wkots45jLNNkZWWZVqtNr9ej3+/T7nRQSuEn55smrKcNTdMeikSglEy2CwiJjBVKDIs4pRLkNFcWtAw4DCNsW6sIZOKJLpVLNOIGzWaTZlMv8qZnpqhWKsOnzDW8SEmvfxzHbG5tEQYB09NT2Pawctpe/tqLq3Fu+QWSEIJ6vUalUmZzc4sLFy6wu7ubfTYtOlDg2YXUAQ1D52LBdQXXPVk8U7mu1WoxPj7O4sIC5XLpktu5JowxlIKkYV0QBNmkHPlIFuZO4mEqBqGTP7e2NomiiKNHj1JO9LAH4W3LL/4B+v0+993/APValcMrK7jlMmYS3VIKiCNkcmwiW5SJkWqSQBLdAsIQleTKCSEol0pUV1ZYjmMGgwHtdluTkzcgTia/nyt6Qnod1bBSpWlZWgoqJIZpJANJp+3lyTOVCwhBFiGTUrC5ucnp02cIFyImJyZGwulPp4tzb3Rye3uHzc1NojDUxlVFV4SsVMpUymUmJyfwPJ/BYKCLeyTXLQxDOp0O3W4Xt+RSr1VxXVfnlh0AYe318hR4dsGQkkomq1F0u71srhnSII7VnvzYvQ+QVK+e/KV0rmy322Vqaorp6WmtCtgTfb8auEiafd/9rG1s8tw7bmNiYgLLtjPZTP4nxfj4GOVymX6/T6PRyKLvnudp51CsEGFIHEVEUiJzC4s4jrBtRzuEkgWQoXSvRSklYRTqBWCSLB+EAZZpDfNn4xgZxximydhYDcOQ7O426fW6rK3GGAtzlEqli871Wlqo5K//zs4uJ0+cRBoSL+nDVClXcBxHF31K+VlwkbPnqvJZTp0iTMHs7AzlclkbY8nxp/nKBZ5dyI8px3GyeV1wXcF1TxTPZK7rdrs6vSdpR3UpXBvGGPsnyI28n630VXatoyii1WozGAxYWlrSJcFzTueDmpy+rwni9OkzqCji8PIyjuOkFg5CSKSAOOfl0Y4OCYk8M3/GQgpElPRNg6yYSRAEOIaBNAzKlQrVahU/CPAGuhFilIT5B4MBge9rCWLy/azfmOchpMRMZJDeYMDY2BiO4w7z8/Lnp8AwBI5jMzMzg5SStbU1zpw9i+d5zExPa5mAyulon85JrGB7e4czZ8/i+z7VSoX62BimZY6QtiEMSiWXUsklCAK63R5+EBD4AXEcEQQh3U6XQX9ArVZlrF7PGjkWKPBUkMkb0t+Th6oQ4PvBxfKH4TfJnjKJ0yEIQraT6O+hlWUM42AXJ+nvJ0+d5hOfvpfjRw4xP6cf7iqJ/KeKgPSYYiEwhM5VdV3dvsMPAhzHwbQsdnd36Xa7dDttpJAYxnBxAjpyb9k2Qai9wdrbrksPl8u6KWqn08Hzfc2lsUgWPBFxorowgCiOMZTCMEzq9ZrelorxvAHr6xssLCxgJxKoa81Bkn/+tNsdTp06BQJKros3GNDv9zGM7aTEtm76KqXEtnXvTSnkyHauBi4lwa7XatRrtew9xynyY5+tSAuVQcF1Bdc9OTwruG4fw3AvrgljLI0MpVGBvQv6fKFTbSjExLGi1+uxu7vDxMQECwvzWaEKODirXinF2toaDz3yKO1Oh8PLy7iuC4BUuZwqoft86QCZTtwUSkszQZBWy0mPXXuPdKn5KNlEWlUyDWuHcUycyBMNw0TKGNuyKLmuzg8LQwaeNtRS4yyNlCml6Pf7RFGEWyploXAjKb2fRyohNQzJ9PQ0pmmyurrKxuamDnVPT1FKqsdcajJfjfsxQpIJYTebTR586CG2d3YZq9eo1mpZr7aLjikRvJqmSaVSRvQHGEkSsWGEBEGQNZns9/uM1etadpp4oa7WuV1LHqkCVxZpziKkDqU4y4Xo9frDXjJ7PMZk39D/ptLiZnOXKIpYXlrCtu0DWZwMj0Yfx9b2Nh/7xKdZmJvl0MoypfKwWpdIFidDbr/4oRQrfa7SMCiXy9iWhT82RqfTYWNri15/oBdekEmxrSAgTIoYxUrLdsIwJIwi3apDJUoAQ+fB+rGf7FcRJonzCjIuFUJQrVaSa9qi1WohhGBxceGaKliU57xYxXQ6Xc6dP49lWczMzGRe9063izcY0OvpVimddgfDNHFsvWApl0rYSbXhg5Bhj0iwC3q7LqA5SiEEybO04LqC6y4fzyau29vrdj9cE8aYDq+CcdF10QMqLzpMr6Pve2zv7Og8seUlPYguw/q80vAGHidPn+GhE6dZWpijWq0mAx5IkzCzQ1LDiFgcwx6vUX5gaMNSlzYNgiAjrCgMM/21imOiWBumcS5hU6k48QzYWZnTMAwJkq7tSmlDNgxDHMfBMi2tFE0nX+a5V9mkTs9JSslEo4FSio2NTZ1MG4bU63XqtVoSJhYYhhyZ2FcL2SBX0G63ufe++9nc3kEBE40G5XJZk3kU70su6YSxTAvXUfSS6+w4Npalr73n+wwGHgNvg3KnxMTEBI5jZ99/ukmrwDMHKtb9ZVLEcZTkFwj6/X42Py8t007+Vroxe7fbY3l5ifHxsWQMXt1xeLE0e8Bn7rmPsXqNY0cOU3JLWgZtGMT5/kFJxD33Z4Y0z0LlOMxxHKrVKrNzcwz6fdrtNt1uVy9CwhAhpe49mZMEeZ5HJ6lWlW7DtqzsM2meRbZ4YnTBCIpqtZrJ5be2tgBYWJjXHJmTKaf7OEjsvfbdXo8LFy7gex6O41Afq1MulyiXNUf5vs6PHQwGhGGEUrpZrO/7tNu6xHWtVstawFzt3ouZBLugyusCKkk/UYph6knBdQXXXQaebVwnlHjc/VwbxhjDCNHw4qQGQRq/GL4ShiE7u7vEcczi4qIubXqAhliWSKhizpw7xz33P0QUhSzOzQ4NpcRboW/88CxJzyM7x9S7c3EioJSMVBxKPUT5JokqjlFxNEJs6bZSpLlStj2O67oEYchDDz6kDTbHSfqSJU2i8+cZKz0phc4di3IGzdhYnSAI2dzSBlm/39elW5MkVNd1aTTGH1cneyUQxzHtTof773+Q1Y1NQLC8OM/Y+Lgu/596qmIFif07cq0RKKGwLBPDT6SIiQcqbRswGGhtd6fTpdvrMdFo6H5l0si2VRhkBS4HaaGcFOm42fv6yGcYJo8rBf3BgGazSaPRYG52duQBc7XGYf4BGYYRA2/AiUdPIFAcO7yCnZNmp9HjbI5JkbTiMC7yEUopkXGspTkJx6XzyXYcKtUq1VoNleTK9vt9/CAgjiI8z8NLJdlxnH0/iiIG/b7Om0hKRtu2jWFILMsmrXMkGObHgvYej43VsW2bc+fOsbW1hed5LC4uUiq5eq5nTqqnD/1+n7NnztLtdrFtm2qthm0lDiIhMA2Jkciw4zim1+vT7/cTp1xIHEe02m263R7VaoXx8XFM0ziY87q2VFAFriL2yhALriu47oni2cJ1j7dGvDaMscRgyUsV02MeBpV0lYkoitje3mHQ7zMxOcnU1OSBTE64WDvcarX50Ef+iVarxR233zqig4fEGMtOUU8+lTuXbFtoQyc13vLEZRjDBtHpucVRlE3I1DBLg20waszq4xh6S0zTZHd3l1a7RalU0mXyDQORabn1/sO0JxpkbQckaUBPb2t6epIojtje3qbb6eB5HnbS+T0MI1zXpVatXnVPaBAEbG5ssrO7i21ZLC0sMNFoZPLEVK+9N+drX716MgbT/m9C6YpF5XJJF/kQurni+vo6nucxOTm5r9a6MMwK7IdUkr0X+4+X0ddSqYzvB2xtbuK6LocOrYyM6wOR7MSKC6urPHriJN1ul0MrKziOmznLUqeaNKT+PY6HJfxz/98ry06dHylSjssa1mc9dKysilipXCYMtKTY8wZZhdRYKa0ciPR+A9/HGwySVhYGIpVk7z03pY+vXC6xsrLMuXPn6XQ6nD5zhtmZGer1Wrbvp0uO7Q08HnroYS6srVFyXSYmJiiXLq7Slbox0/YoQgh838c0w8zrHobDvOvxsTHKlYpWZVwlGXbBi9cPMqHhnnlScF3BdZfC9cx114YxdgkMbfKhp6TVatHtdSmVSqwsaXniQfUT00eijyWKIj72iU+xvrHJoeVFjh1ayRJT06iYTKrZDM+A7HdtLinSciRZsmUuATTVV6fGT+pFSUkqjYClBlRSURVtkyliBaYxnPhCSm1IbGyglNI9EJKwbT4ZNtk5CK1RFqmmO4kSpTBNk4X5OSrlMucvXKDf69EfDCgBvuk/pvfrKd2DPUZxp9Nlt9mkXHKZmtL5a45jZ9fKTJoipsifZ7YtraBAoYjCECMtU5v7rGXphFDTMOjmqiHNzM5QdkvDkHQhXSxwKSiIkiGXjg4pyMYqJFHbPVId/V3tCd3Z2UYBS8tLuK474ow6CAw8j5OnTvPgiVMcXVmi5LqZxzWNRMv82Be6iJFuhaFfl4zOQ+3hNAhNAxGIjOuiMEQmjTPjOCaMIsJIqwHyOSOpJLtarRGGIb6fqgkgjEK6nQ62bWOaFkrFKLVHtZCTeEeRdsA4jsPi4iIXVldpt1qsrq7qZp7j49i2BYghd14l2cteuY7v+zzw0EOcvXABzw+Ym5mhUq1m12ePny87LsOQmec4VgpbSizLIggCfN/H83zWNjYotdtMTk5kRTUKLivwVKCSFJQUBdcVXHcpXO9cd80YY3sHK4yGqwFa7Ta7zSaVSoWjR45QrpQP7MLtNQBOnjnD/Q89zORkgxuOHU2KduQjeyKrhqjPJTGS0vNLRpL+vJY8er6fWf2ZtE6RSeHS14Y5aWn0zEh6g+mImVCgVIxEZJ9LjZF2p0O73ca2bcrlsi4qske3rdJRrobXP79vbeAY2espQURhpHNg0CFw27avalRMoUuDr69vIKVkdmYW27Ypue5IlE83kwx1BOtS40WkqoMhcWWRyJwRnEowhRB0ulqyeO7ceWZnZqjVqtdMaL/AtYpUkp3+X4w8VEYXJ9pRoxCg4izhuj8YMD83p1tLHNDiZESaffYs99z/oJ5z09Mjc0pKnSObPfhJZdPJueYkD0MB+lCWbVsWvuePyrITSY4CnfuZ5MnmXVyplDr19I6N1bN5eurUKbqA7ThaniJk5vTKe++VGvbvgQgpJZZlMj01RRiGtFstBp5Hu9PBsZ2E4yzGx8dHckivChK51smTJzlx+jRhGDE7M83k5CRGwnVxxuPDhVue12XStzKK46xlipZhmwwGg6ywQq9/jsb4OGNjY5hGIcMu8FSg52nBdQXXXTauU667ZowxDT0h88M7/d3ztG54anKSpeUlKqXyMBJxlS/cXot9e2eXj378U5iWxeHlRcbH6jmDRZ+HaRpJWc18QJuhTJEh/QBIITDM0eZ1kESm0twzIYYTlqHkKR/yHhpxw0ha3lhr7jYJgoDGeAM78cLkv5s/5xEZn1KQVOPJh657vT7NZovA91FJpSAhJeVymZLrXvEJm78Xg4HH2toahmkw5tSR0sBx7Kz5YnoOUVLqVSnzMSdb6rFSaljeXyWvpwVUUilBqVTCtCyaTX0919bWiaIol1x8sU6+QAGELnWcR/6hAjknFMMIeqwU7U6HVqtJuVxOqscOvZRXa4ztddI0Wy0+/NF/otVu84Ln3nWRZGQ0Ap1QnRo9H9ALjVjGWf++9BwMwxiRZace49TRpJJ+lOlCIs9fWpEgsu2Ylonv+ezs7oIQWVPVVGmQzvFU3pPysxQikXzruV4ulZidmUHFMbvNJr7v6542hqF5wDSx7cbVuwdo2fjOzg6r6+ugBMsLC8xMT2deXWkYuI7OE8kjOyaVLnX1TZEJh8dRlHmSoyjSvRe9AesbGwwGA6amprR6IifDLviswBOBgOE6qOC67BwKrrsY1zPXXWPG2KiYT18Q7THY3tlhfGyMI0eOZDk6T8fh7ezu8sGPfIxmu8PS3Axzs3PIpGR9OhHTCZCfrMnXMys9/ZvEUySFTDwZqfGmz10ngsqsLGlmGOVC+9kk2zOA0v2bSbn6Qb9Pt9cFoFQuEYapLDJ3jGrYSGBEJ5y4fET2pyAIQlqtFnEcYzuOfi0MqZQrTE1OXJUQdnptgiBI+k2IjCQNw8w01mmzwzgnlbyUAZY3zkzTJEw9VVFEFIZZ+V09vYcGZ6VSwTJNtra38QOftfV14jim0RgfGrhFhKxAHnui0Hkp7Oj4HJ3f/f6A3Z0dDNNkJeljeFDy7HQBEUYRH/v4p1jf3Ob4kcMsLy6McFzWIyeTZmfuJyCRKCVLgVjpxHjLSrzdIuWxeLToTvLjeX5u8TF8WMZKP3ZVrHTifI574yhmY2ODgefRGB/X1yxdBO1xPCGGkmwldFuRobcP6vUatm1jr66ykxQscpLiR2EYjq6+rtR1z42TgTdgZ3cXgeDooRWq1QquqxcncRxj5q67QFx0fkqvUDIPPEkT2LSyW3pdSiUX0zTodrX02/N9ZmdmqJSHzs/0lhZGWYHLwb6qp4LrCq7LX/eC664lYywfFRv1ULRaLQzDYHl5Gcu6+tX59oNC0e31+KdPfpoLaxvMTo6zvLiA45ZI7nwWf1dKYZj7XVox9IQACIHKnbYgV3Iz50HJe0Rym8ooTOeVSfLGWPp7Xq43GHj0+wNc19XRrYQwRmSIKu1/Nkqce6V7aUXLMNTRIN8P6PV7uAqmpiYwTfOKRS7z0TCldDXNU6dO0+12mZmZySJ1pmkmzRRN7Y3y/ZxUUV1y+/nrlXpbVK4HSpyLRIIgjGIgJEx6hRiGwcbmJr7vs7W1RawUUxMTiW68QIEng2GxH8/32dza1JH4Q4doNMYPTA2Q//vk6dPc//AjzE5PcvzoES1DRtNeHCvkpSqLCqE5RSVcIAQo8INAO6BkwnvJAzR1pqTOp1SWnfJQGvnWHuRYu0dEDGj5Tpof2+/32d1tYkiDSrmStPDYr5Q2mr/TSDjDxRLoBRGQVZzNCgMlXmvHcTI+vtLXXjueQtZW1wiSxYLrOhmH56XYYRhmrUz2jf6LxJu+p+x1Xn6eno+UknanQ7/f59z588xMTzM2Vicvwy6kiwWuDAquK7iu4LpryBhLMbw5URTT6bQZeB7Hjh6lVHIzgwcO3jMXxzGbu7tUyyUW5map1+ogBUrpiMnQADKGjZkBMzEW9PHmQ/Tao5IaGbGKMcRotaB0YqahVhheobwGOG80DEPZiREnBIHv0x/0CQKfem0SQxrZQEsnvlK6Ko+e8CLrGUZuP+k1b7XaDPoDavUaY2N1fD+gVHKxLAvXda74vVFJhLTT7bK+vkG322VycjLhlWEFRNM0cW2HIGmKmEXz1KWNsTxSozOVCuTeSAhMn1ccxwS+D0rhOA6TExNsbm1pI3VnB0PK7EFSLFoKXBpDF9ze/AnQ42x3Z4eS63LkyBFq1erwgc7BeYq3tnf46Mc/heM4HF5Z0lVSM2+29tJalqmdMBdtJH3w69kTK32GTi6HU6DbSyiVyLKlRKi0dLOW68RKYSRVX/dKq+NYZIn1aeP6drtDp9uhUinjuE4isR793oiaIH3YQ44zEk95mFTxHehk+fSq6x5BFaS4WOp9JRCFEatrq4RhRL0+ptuR2FZWlGhEih3FWFZOopNDmrOSStYzT3xyzTLve/IMsSyLiUaDnd1dgiBgPYn6j4+P6wpkCQpuK/DY0FyWank0Cq4ruO5iXO9cdw0ZY8PkTSEE/f6A7e0thBAcO3aMWq2WDYJ0YXyQEOiu5c+/43bW19epJWXsbdNIvAoy+VcfXhSGROiSolLKXJ6IQAhdmEMBIsmz0gMmR1NZNEcgpM5lyqSKySDKQt7oSE46WNKJmg6cKIzYbTbZ2NjAMk0c1yGKIwxpZJGzdGDmvx+hC3GkUb/0ireTQiq1apXG+FgS8tVh33QiXPHopQLfDzhz+gxr6+uUSiXKlQqWSTZhojDUzayjENu2UUl+V5yTcD4eUo12Xjqg95+aYSkpk3lohNAFTKanprRk0ffZ3NrCNE3q9VrhRS6wP8SoCiDnh8vGXavVQkjJ8ePHqFQqI/PqQMaTgu3dHT74kY/R7vU4vDDH7MxssmAgiZYrQGYtMEg9wpDJMjMlADrJXeYSy/VucrkUmfQmGspOssXb0LOZj+in0pM0P8L3PHr9HmEUUS6VdaVaaZAavyp/XIx6aEdVAInzqa2dgqZp4LguvudhmiazM9NZZP5K3I+8CiCOY86vXqC520wWJ7pSm23b2XMlTnsOPQbyuRQp56eltOMsP0UlVe+G98FxHGamp9nc2mIwGIzIsLNzfhpUKgWeSUj1JMPf9d8F1xVcV3BdHvLxP3JwSJf73W6Pzc0Noiji0KGVpLnu0BofDp4DPj4hOHJ4hcOHVvA8jwurF/B8XzcLTpIlU2Om3x8wGHiEQZAZStqoIRkDoxEyjdzgTCSDyckmGmFtJIyUUlVkhmkcX1wVMY5jfN9jc3OTVqeL47pIoZNhdXWZYRQtHwIOwzBpKB1nFCqAXq/HhaTsaSZ3RA/UzIN1FUg0DENOnjrF+dVV/OSaBkGQRASHevMwDBn0B3S73az/Rnr9LgdphI2E8Ebey/2kUErnr0VRhGVZjI+N6RKqSQuBfn8w8tnLNQoLPEshhpHoYWQ8zwXD8dHv9+n1+6wsL1MqlQ984atQ9Ad9Pv7JT7O6vsn81ARLCwuYlp1ziKnEV6Pny4gMRjH0/Eqp8yOSs0zPNs8bMJTnGLmk9fQr6aIo7a84IiHOVAmaIz3Pp9ftYZkmtm2PeIfzcpeMm/P7z10D3ei9Q7vVplwqMzE5QblcplarMz09TWmfnjdP+nqrPI9FrK9vsLa6RrVaxbLMzFPsOA7lUgkrkTCRO5/HhUiUGqkKIrfYAz0eo6TNSioFmknOM45jtra22draRsWjz5kCBS4NkfFcwXUF1+XPoeC6Ia6hyJgeDO1OR8u8DIMjhw8zOTl51cKil4vRnCKD6ekpNre2WNvc4vz6JrfeeJypyUlAGw1RpAAtcbMdO1uAATmD7GItb1qpL/uc3jtpGM0wTWRSUCIjh+QzWShWDY83De12uz3a3S6GYVCr1kCQhHBHe4ulhkV6nlkoPPHARFHE6toa7VZLlwK9RBPlqwHP9wl8n/H6GNValW6ni4oVURwhIgHCAkbD0FJKlNSJtml7gMuBQJ9/GtaGvdpmjTS/TgihE1uFbtIohS57r4DV1VWWlpaetlzHAtc2Luqvg55n3V6PTqfD8tKSrtAph6IeODguNA0TLwgZq1VYmJulUqmAEMQj0myVcUkq7TUNg/SIhZCQc+mkHuA4jjInWwqRRAulkWvnkbilM1eVUiMP1Xy+LEIQBAH9fp/BoK8b25sGKLKkdxh1PpGLhqdQ6DyJIAhoNtuYpkmjMTaSR5EmyV/Jea2UYuB5rK6tsb21zdj4eMbFeamOZZpII0mozx3z5SDlyGhfT3NSJCB5FijAzcmwPc9jZ3cXwzCYmGgU0f4ClwF1yRlScF3BdQXXaVwzxlgURbRaLXZ2d7Eti8OHDzM1OZldgGuB9NOBaFkWNxw/juu6PHLiFJubW8xMT+O6LoPBAAiHxltO8iaSqjVZlIzcwj6KUFKMnK+O6iQf2hOpSSWKeb+LlALEcBCng7DX6+L7AWP12rDBnRAjAx5y4eycQZMeaxhFrK2t0dzdxbQsGo1G5ik5CCPDdR2WlpZwHAfbtjl9+jSdTocgaZoohYSkuWFaZUgTYerJko97nHmtsUgmfppcm2KkQaVSmcGakp1hGCwsLHDy5Ek67TZxFHH+/HkWFuZ1wimFZPF6R5zKrRVIcsVhknm2nTwIVlZWmJmeHuZNZB7ag4FAYNkWL3reXZw6fZpKuUwUhZRKpUTukSaeJ44c3wd0j5u0CqxMuS8lq1hXEEu9yaOy7ITvkJksW5di1s6oPE/lZdUjuRBK0el2WV1bJYoiJsoV4ihGGjJbROUXOFE0bKiatewARBJlX9/YAGBhfj5L4i+VSlec89JziOKI1dVVHj1xElC6VYdhYprkVBd9giDAzTWgHTroHh/7Vlhj1DGQXZ8wxIMRGXa/12drexvTMhmr1wtOK7A/0ucvo8/NgusKroOC6/bi2pApKsXW9rYuZykEy8vLTE1NXlxB8GlEPgdLICiVXG44fpzPeskLGRurc/bcWTzfxy2Vkiovufy2/L/5QZD9oiWJURxnoezUC6Ni7VWSQoyWQU0mLSqvvQVUPDJOoyii3emilGJ6akpX55G6MEgYDpsNDr0vw0GWr/CzubHB9tYW0jCYnprSDfgMI5uoV/tBbBgGjcY45XIJ0zRYWJinWqsRBAFhEOAHfhZuTqWLMmkJYJk62VaRarIvRv7+puNub+KsvjrDaGT+O/oVnbdmOw5HjhxBGgatVouNjQ3Onj1PFEaX3H+B6wRKIeJI/6ho5HXfD9hYX6fX7zM/P8/s7MxoAjtcNOYOAhMTDY4cPky31+PEqVPs7O5iJnMqPZ4gCDNpdrZ4IJXK6IWI0mH73JbV0HOsUh3/kE/S0tGZRzbHd0oNE7DzjqMgCNje3ma33cY0LUzLTKL7aTlkMbI4CZO+PqkkO913rFTisd0CdKXW/WTYKa5IDgWK9Y0Nzpw9SxAGGEkp6TAKMwl6etxBENDr9TTXJY6+y31epvcsu7Z7OCxfZhzI9iekoFatMvAGDAYD1tc36PX6GacVMuwCF2GfxW/BdQXXFVx3Ma4JaycMQ5q7uwAsLMwzPT2V6EMPJuryRJA3yISAarXK0SOHcRyX8+fPc/bMGYIwxEyq7aTyPnLRsL1W/XCC6a7v6SkrdfFntDGmj2DEsFOp4aSy19MwsOd7VCoVpiYnMU0jm6w6X0yM7Cs/z9LB22632dndRSnF+Pj4SHO8/DW5mhB7/nNdl0MryxxaWaZcqRCFEUEYEMW6mV+/3ydMPEFpNZ7HQ+rVkrkeHjCMImbkqT990YRUiVHtex6O63Dk8OGsbOrq2ipr6+vFYuV6h8jljOW8nwPPY31jnSAMWVpcZHFxQUtrD3COjR7mkOekkIyN1RkfG8PzfD517/2sbWzoNhKmmXBG6sHdT5K0h9ASj3m+3cR+Z2em8h1SQfbQ6ZR+c+988jyPbq+HUjBWr+W4zsii5pBUQw3CTL6Sd0qhFM1mk82NDaIoxnUcpByWHBDi4p8rguTEGuPj3H7rrcwvLGTy9SAICKNhq4202mvqJU6rrqX5wJdCNp4S+faljl+hZdj5ZvdxFGPZNiXXpdvp0Ov1WF1dI/CDwslU4CLsJw0ruK7guvyJFVw3xDUhU4yiCMM0WVxYYHFhgazb+jXK75nsMAlHVyoVjh89ytb2Ng8/8ggPnjjF7NQky0uL2CNRq8Qg2xM2zSIy2q2ShLR1lcA41p9PPzfUDCtUGn1DoFRapHRoiEVRjO/7DDyf40ePYFoWcRxjWSL3mSg5JIW2zdXQm5Dod/uDAVIIxscbTDQmqFWrB5rHt+8+lNZ4j4+PU6/Xabc77Ozu4nleVjmn1+tqOaXrpGGtx4VKzz+RSojctRc5SVl+U/kE2yy83utTLpeZn5/n9OnTdLs9NjY2EnmnOyJFKHB9o9Ppsr2t+9MtLS6yvLSUFZx5OsdI3lg0pMHhw4cYGxvj0ZMnGfT6+L5PuVxOpCThCEcNjzt1HqkhB5LIsoVACDvbl1LxyL6lkXeg6J6MIuFHKQRKyJG5GMcxvX6fbq9HyXWoVmsj109Hy/NnmHLeqKez2Wxy4cIFojhmZnqaiYnGiArgqkHA9PQUk5MT2JZNu9PhzJkz+J6nm5YKAUo3LzXk6HXWTqdhu5LHgpQ6DzjKeY3T/Jf0emY6jpzMSZfbFiwuLhKGIa1WK6kCF7O8vKSLB1xFGU+BZxbCKGJza4vJiYmsDHzBdQXXJadYcN0eXBPGmBCCudlZFhcX9u3dcC0Se94gUyhM02RmehppSLp9j3OrazRbLQ6vrDA/P5d9R4eRdbU+oV/U1r7IJXuqmNSRkkZhBNp6l0nhjTipcphFaYSAnPcFhiHXcrnE4sKC/mTiaRgmNaoRD0rmdZASFcf0en1Mw2RsbJxqtcJEY/xpb2ac9xDpSJakXq9RLpdotdqsra/T7Xbxg4Bmq0Wv12NhYV7rn3Ok+1jjSkoJUYRhGLqypEoJNrWlRw3f/fLtPM+jMTGB53msra8z8DwGg4E2xnLncS2O7wJXCXuiqZ1Ol42NdRCCmZkZFhJn1LUYaZBSMjk5Qb1e49Sp05y/cIF6vUa9VkdKied5iGTRkD7Mhh613O/pfIHMKRGrOPEia1bLHCLknB8q+U0plIA40g1SVbLqiOMYb+DhByGH5+ZwHCdL+lYqRghjJP9iqAoY3pPUA+r7PmNjY0wnucAH4bUXiOz5J9AymUOHDrG6tkq/18cPfM1LcYxKFieWZSENA9u2cnkg+y9S8s+sYbR/+F6sRmvd7fWGCrSKxTRNDh8+zCOPPMJus4mX5M8cPnzoYBZyBZ4REELQ6XSIooiZ6Wn6/UHBdQXXJVeo4Lq9uCaMMcu2OXRo5aJku2t9kbo3QiaFZGpikhe/4Pl85t57Ob+6zv0PPUy70+bYkSPYzrAZsiFl4i0RSRTMQAg9yYTUlfykSHwsKhexEbrRXzjw0MGp4cQRhp68QojEEPMZDAYcWVmhXC5pjw7aU+P7OsfKNI1Mk5xqntPB2+8PtCGCbmw8NjamdckcvJY7j4v2nfCWZVlMTkxQqVQ4c+YMa2trDAYDLly4QBCEzMxM674RMpnIe4whkUQmESR5daNjMTWIyRNv6v1Sw8qK+qWkS7wQzM7NYRgmzVaT9Y0NSiV3hPQKT/L1gyAIOHfuHKBHkH6oCyYbDVaWl7IKpdfSgnaE59Dz7PDhQ2xsbLKxscH6+gaVSpWJiYbmk3xvnGQbe5dbqZ82bXSvldcCkXwwVtpJJA0D5QeZ+zL1g6j44gWc7wd0ez1sy2J2dlY/YtVo8ru6KCKtEGKY7L67s0sYBpRLJaanpqnVqqP8cJWw9xqnr1UqZQ4fOkS/P2BnZ4d+v58sAhWe5xGGoeZl4/KrxSLQnviQzFOcLXwyR8Go/Dp13oEes67rsry8zGAwoNPpouKYSqWic38KLisAOLaNbVl0Ox3O+n7Wk7PgOgquK7juIlwTOWO2ZWUJknBtTc7Lhhouqmu1Ks+7605uvuEYjm1x6tx5Pv7pz7C9va2bQeeaEGcDIjnlKIqzia2dI5I0DUxBVmZeSjFqD6g0yVNvKAwjej3de2Jubk4bcYbEMs2sM7nOpTJGelhIKTFNE8/zdVGMpDl0rVbNmjpfa8h7loQQuK7D0aNHOHr0KOWsZ8QmZ8+d48LqGgNvQKzizCO3Xx6XTEhL5CKF2hgm05GmHq/h90Xy1rCUbFrBaGl5kbm5OdrtNidOnNRyytwxFHj6IYT4bSHEuhDiM7nXJoQQ7xVCPJT820heF0KINwshHhZCfEoI8bzL2UccxwwGOinYGwxAKSYmGhw9ciSrYJXb9xU9v6eCEcdE4tWcn5vj+LFjICSfvv9BPn3PvWzv7Awj77neLvp7ZJyVOpaUUsTkosqgnVQkEh2ZSKfzB7MnughJA/YoxPM85ufmKJfLGcdZlpVURVUolT+moYNLCKENYymoVqvMzMzQaIxjGgfnfMofS/5ZaBom1WqFhYV5ZudmsWwrKWndY31jg7Pnzum+ipfTeydBWmY7nxebXlI1It4hS/5PCwCkY9i0LBYXF7Esk/5gQLPZHEqA9rlHBa4tXG2+S6MKlm0TBkHBdQXXZSi47mI8rjF2EAuU/M14upI4nyr2TmDHcbjpxht5/nPvZG5qit1miw//0ye4/6GH6Xa7RLnynCL3fX1j46x5oMbojc7rZ3XETL+umwfGdHs9dpu79Pt9Jqem8AOf9Y1NdnebetJaujmg7TiASqrUxBlJBGFIv9/XXgQhKZdL1Gq19OSuyXszYpChKwrNzc1y+MhharWa7mGXVDY8feYsu7vDyXTRtjLpAKNkIYSWg5J1Fcl/A5XzaKVGWlq9SCCYmZ5iotHQ8oC19SdEKAUOBG8DvmjPa28A3q+UugF4f/I3wBcDNyQ/3wm85XJ2IKTUcy+Zf1PT0xw7elT3I0w/Iw7mgfhEsZfjhBRUKhXues4d3HrDMQaex70PPMQjJ05k/BEmydeotM2E/l/6gEw9uGE89C4LNXRRpGWf073q48g7R/RrURQTBkHSn3IF17Gz66zzbIcR/0yBINLG9wae5+N5PqZpUqvVaTQa2LZ10XkfJPZeb8MwGKvVWVpcYGpyUlcZ63ZZX1/nwQcfYn19gyDI9eLJyacvte3RsZYvADV0NAkhRhLp00WK73nUajWWl5YpuS6dbpd+f0C+am1hkF3TeBtXk+8ETE1NcvTIEUrlcsF1BdddEgXXXV5k7G1c5QUKDBe21+rkvBQudbzao2IwPzfHi1/4Ap73nNuZaoxz5tx5Hn74ETY3NgjC0cGU/X5RWDpXGDaRKRqGgZQiW/ij9YUESbJhs9nENE3Gx8ZoNVusra5y/sIFOp0Olmniug4CGHgeYRSiktwxpRTeYEAU63Cu7diMjY0N+3Rdw8/WvYaTIQ2mp6aZX1igPjaGEIJOu02n3WZ1dY3VtXU8388iWSO5aAmRXjTJ9wltp86VS43atFKPZVocOrRCfWwMz/Mo1inXFpRSfwNs73n51cDvJL//DvCa3Ov/Q2l8CBgXQsw/3j5cx+HGG2/UPzfcwPFjR3FsZ+glvAYjz3mMcF0yfsulErffdgu333Iztm1x6uw5Pn3PvbTb7awccZQ6HtLvizSZOqlKplQ2t1Tu93QRkXp30/ezjAuhixz5vk+n02FudoZatYphaC+xZdsZV2Z5BjkJT9rfZ+ANMhVAvV7Peig+3djrOUaAZVrMzs5wyy23ZC1Gut0uZ86e5czZs/T7w8j/fpF37WySw9xlMcyrEMkDJc9NOj9ZJHL2pA1LrmjR5OQER44ewTRNTp06RafTAdh33wWuHVxtvhPo6oQzM9PcfNONBdcVXPeYuN657nGNsYNYoMAzzwjbD/uFXXWUzObY0SN81ktexAueeye1aoXNrS1WL1xImgeqzJuSTuCh/peR0SKlbhJoO04uKVEbYlGs6PV6bG3vsN1sMzs3S71ep1qt4jgO/X6fM2fO4Hk+ILQmN/0vmei9Xp9BksdiSIN6rYabNIo+iKhY3vi5El5Vw5DMTE8xMzNDfWwM0zQZDAb4vker2eT8hQsMBt6oMbwnHyyrsBPHw/y9xzqH7LdEmhBFWsaQVLw0k95n8mkuhFLgsjCrlLqQ/L4KzCa/LwJncp87m7x2EYQQ3ymE+KgQ4qM7OzuMjdWzH9M0E0P+2l+cPBYsy+LY0SPcfdedzExOsrmzw0c+/snMc6wSJcBQxjNUAqRSXpE4lPKOJ5koBIQQQz12dr309wfegG5P91KcmZ1J+gD1tQrAMDAtC9u2MQy9IEql4OnCp9vVPWwEumVGrVrRvq1r6H7sXcAKBOVyiePHjzM3O4tlWfS6XR35P32azc2tLKEfLvbaps4mAdn1Ta9/xoCZ115od6DIUmp17nEcJznFMD42zuzMDAPP4/TpM4mzqTDGnoF4SnyX57qNjY1sXFXKlYLrCq67LFyvXPdkC3g80Ql7gesMqUYYhlZ+2htremqKtfU12u0Oq2trTE1OYtm2buwsDZQcfj+dIlKIJIID0jAwgTgpVS/QOWReEDEYDFjb3mWyMcbszAyGoftmCCF0ic52m9OnT7O4tJjpjIUQRLEOyXa7HYQQOK6LbVtUq5VhyCcdnVcIlxrAI9NiJFp1eTvPSz7TkPfM9DRCaP23NxjQHwwyT9bq2hoL83NZudJ0G0JKYt8fNsXWB5Xdz+Rg9f9Gjm2U2lLvlzbq9HW+VrxRBS4fSiklhHjCrKuU+k3gNwHuvvtutbfn3UHp9K8U8sea5zgpJfPzczQa45w+c5aHHj3BAw8/ytbWNjfdcJzx8XFsy04edCp70Gl5iNRzKh6+nsKQkijLg0jmmgApoNfrs7u7w2AwYG5uDt8P2NzYxA8C5ufmqNdrSEN7Rnu9npYNozClfvT1BwOCMEBKiePYNBpjGKZxzd6TPLdJoY/50KEVpJRsbm7iex7NZjNrlDo9PU05qSI7wqUIpBBEe88xJTly/4rh73t5Lc41kJ2enkJKyfnz52m2WsxMT1/p0y9wgHgyfLeX69LXs/L11+i8uhQKrnv6cL1x3VOupvhkFyhCiO9ESxlZWVl5qodxTWKvUQBgSINqtUKpdIh2u8Pm1hZbW1s0Go0s0mWaJrZj6+IayUJfKZVUXyTZjsS0rFwjP/B9j/5gQBQrbj5+XBsXiYehXq+xsrLCww8/zObmJmEYMjc/j21bhKFARpJer5uV8xQISqVSTsN85bCfEZaJ/3K5a8P58eSIYmjQCizTZHpqCgHs7u4ipaSXaL0B1tY3mJ+bw0zJidHu9bEarZj0mPtNrFaFGunHFkVpQ8MIx3WuSQIscBHWhBDzSqkLSZR/PXn9HLCc+9xS8trj4lryQl5JiGTMu67LDcePsbgwz9mz59jY3GJ9bY1Bv8/8/HyWvK+S72ivZJwsCiBmyAdSSizbRiktz8nUwgiiKKTb7bC+tY3rOMzNzWXzOZWyHD92FNct0e30CMOIWMXZvPM8H9/3MidNrVbDcZxrdnGyH7TywmFxcREhJDu7Owz6/UyS4wcBM9PT1Ou1EW/ziKwmF/nX3Dvc+mPvXL+fyrCllFSrVdxSCcO4Jgo1F3jiKPjuMlBw3cHj2c51T7aa4loqP3yyE1Yp9ZtKqbuVUndPP8s9aPvJF3XD4jGOHj7M3NwsYRjS7fZotzs0m012d3bptNuEQQiJcaJr7egtIGRWFTGOFZ43wPO0MTbZGGNpcWG4vyQEXq/VOHz4MLZts729zflz51BKJRV4hNbfxrEOmRuSaq06Eiq+klBATKLJjSP6nscH//Gj/Nx//mX+zx//CSdOniYMcwU2rsDuTdNgamqKyclJbMehXCox8Dz6/T6tVoutrW1UnFMfq9FO9VloezQIlhT1uPj8UEnJ+9z7nY6OPJbL5czoK3BN4/8C35L8/i3An+Re/2ah8WKgmVMLPCbyfPBMl2dfSpothaRSrnDDDce58zl3MD4+TrfX48LqapbwruJU658+NMnmXV5KYiSLFN36RHuJDQm+57PTbLG522J2ZoZKpUK9XmNmZppqtaoXKWfO4nkD4jhKpDza0RRFEZ1OG8/zALAte6S089XEXin2k5Fk7z3OUsllbn6WicYE9bpWQnS7Xd3jcG2dZqudrfoy5UHirMoi/yqV54hh9H+YvpLfO4Lk7VxOhVKKMAwQQju/ipSxZySuKN8VXFdwXcF1l4cna4xd8QXK9QiBNnpqNT2pJicnqNWqGIaRlPPs0+t28X1f97cagdJV+oTA9z12m012m022d1vcdPQIlmXuo50VNBrjHDp0CNOy2N3dZX1jA6UUrXabMNQVelCKer2GZZpXMQlbGzhRHLG1s8uv/fpv8AM/9CNE0man2eF7v+/f8lcf+AC+H5D2WnsqSD0lpmkwOTnBzPQ0jutSLpez67y9s81us5l5TNJqOqAl3CpW+mcPqYjkdLIcMz3Ls6TblEziWFe6HKvXdR7eM/e59KyEEOJ/Ah8EbhJCnBVCfAfws8ArhRAPAa9I/gZ4N/Ao8DDwW8C/fBoO+ZrCRYsVIbK2GEePHuHwoUMIYH19nX6/jx8E+J5HEARZikQyaSCRZJNIgkzDwLKsYS9KpQgCn3avh+u6HD60ohcvUvPp0uIi5XKZzc1NTp48hRAC27awLBPTNAnDUBfvSSQw5fKVVwE81kJEoS5qbfFkFikprwkElXKZuflZarVaVu661+0yGPTZWF+n0+1mSoFMeaCGLTjSyH+aM5E7k71nlhxvyqv63ziO6Q+85FrbV/HZUeBKoOC7J4+C60ZRcN0B5IwlE/blwJQQ4izw4+gJ+kfJ5D0FvC75+LuBL0FP2B7wbU/5CJ9l2KtBzssXy+US5VKJKI7o9fq0252s8XIZkr5gEkiqvSiV6GX7bO/s0Gx3KJfLLC8vZvvaG9lKqxtJKTl77hz9Xo/NzU1dcttxUHFMuVKhMTae9dq6EhgtkDH0Mnz0Yx/nF37pzXjlGV7x3T/BbUfn+awbZpifneaH3/BDvOUtb+H5z39u5rl4osez9/Op3rvRGMc0DdbXNwgTzXEQBJnBViqVR/rBSSlGp9tQV0k6mzMRo1IgdSTTyLUh6Ha7CGBicuIZ7SF8tkIp9XWXeOvz9/msAv7V1T2iZy7yuv1UCTAx0aBer9Fud+j1eniej0qK2jiOje3Y2JadW+hoGQ8IhDQyWXYQBAwGHp7n4Xk+Nx09QqVSzuaUlJJ6vcaRw4d58MEH2djYIIoiZmZmsCwLIcLEg5z0VjS05ORqzcn0QR3HMX4U8+ijJzl79iyHlhY4dOgQjmNncuanAoGgXCoxNzfH+sYGAP1ej063C+iFobW4iJOWFldDHo6SpP5kQ/mN7nkh+6o+MzWU4odhRK/b1ZXdLLPguGscBd9dGRRcN0TBdU8ej2uMFRP26mFfw0yAYaRNlku0Wi3a7Q5B2MSxbUzLwrFtbYj5Pt1uT0d0Wm0GfsiLb7+NkuuOGmJiNKFRSsn09BT1eo3tnR18z0dISRiExCpmdmYG0zKHOVtXyiBLpmpaLvTP3v0X/Mpb/yczz/t8Vm55HkGpRKlUwrFNXvH5n8sHPvABfuZnf5bfedtbqZTLWRLwk0V2Hon9VKvVdMEUIN7cZDAYsLm1iRAwPz8/8p29+WIqc7YkeWlSe7AEaENsjzTD931a7TYzMzPYllXIEws867GXd7Sjw6TRGKder9HvD+j1evh+QL8/wPd9XNfFcRwM00RmvCNIlypKKQaDgW7f0W4jhODI4ZWRfYDmmrF6naNHj/DAAw+yva0LAs/OztLt9fB8P9t+vVbDNI1hruoVRBowj+OYVqfDO97xTn7vf/4hn/Wyz+FPd7aolEp8/7/7PhqNRtIn8skfQ3q9S67L/Nwsa2uak8Iw1CWYhWBjY4O5uVnMJM8ha6+iQAmVRfnTuzYi4clyYQVplriQQ6+153sEYZg5+woUuF5QcF3BdU8VRZbtNYg0OdQ0DSYaDQzDYG19nV6vh2lo+WEQ+PT6fdqdLq1OhzhWzE42dNXA9L9LDPT0Pdd1mZudJYpifN/H8zxc16GUVKS5UgZDSlKxgjiOCPyAP/+L9/Lf3/XXzL/yW+nadSzb5nmLNV5waBzXMpBK8vXf8PW89jVfwV/99d/wxV/0yqw865UgkfQaVCpllpeWMA2TC6sXGAwGrK/rFMipqals0l8cYctF+0beE0mS7vDcY6XotNuUXFd7tQpDrMB1gkspAUzDpFqtUKlUiMKQbq9Hp9Ol1+trJUC5jGGmHkfddkMl5YVb7TabW9tsNVscPXyYaqVy8X6TB+vExATHbzjOmTNn6XS7GJubkOr8gVKpxPi47kF4JTy2e+U3Suny0vfefz//+b/8MuuBwxd+14/x0tuOcutsiR9+ww/xk2/6KX7mp38qyyN9ohyX/2x63rZtMz8/h2maKHTRoubuLlEUIQ2D2ZnpYS5Llsie306uBlzqEc5UFgoSyY5M+vcAtJotKuUytWr1yVy6AgWe0Si4ruC6p4LCGLtGcKmJrIT2elimyYXVVTqdDgPPo9vtMvB8+p5PFMfYlsnC3Cyuu38uUj7Ck72G1jlLKTFNLZNMX7/ShphC99v62D99nN/8b7/NWlSicverGDg1jjZKfMENE7z46CQl20i8OIKbb7yRl33Oy/j1t7yFz/vcz8mqPD5VjMgKhMB1HRYXF5BScObsWQLfZ3NzE8u2qSUh/cdOQNVeFK3vHpUrKqXwBwOiKKbRGB/RmBcocD1hP44TAoRlMjZWp1wu02w26XZ7hGGIbdtZM9Mo0nkPnU6Hre1tdlptXNfl5huOIaUcqVo6wnFCMD01Ra1aY2trC8/zkElOhopjZmdns/Yee4/xyWKoAIA4innf//trfvE33srUnS/n1ttfgF+tYJdcKpUKP/ojP8RXffXr+Mv3vp8v+9Ivyaq5PllkzqPEMz8zM41haE/4zvY2rWYTlMI0jKy9RvZsYPjoUCQFo/aL/IuLI//dXo8wilicncnyUQqnU4HrFQXXFVz3RFEYY1cZ+xXReDyMSuMESKhUKqysLNNut9nZ2cV1HDzPo9nuEEURY/U6E0mH8svZdv74LhVFeyqTNYuGoQgVDHo9/tcf/S9+8Zd/ldmXvIry815BC4M51+KmuTrH5+pY1rCsPIBlmXzD138d3/5t386jJ05y+223POncsf3OLW/0OrbNUtJ77eSpU/i+z+bGBoaUVCoV8pV4YBjJVqiLJmJa2j5GIJXC831qNd14uzDCChS4OM9CobAsk8nJCQzDYH1jA9HtYiSVqvzAp9vt0my16HR7CCE4vLRAuVy65OIidY4gdAWuhYV5wjDNwxjguI6WP4vHVhJcLvLcEEUxURjy/r/6AG/53+9h+vO/mYHboOS63L1U49a5KrZpMD8/x6tf/Rp++c1v5mWf/VmZw+ZKKADS/JWpqUksywKl2NrWRYriOGZxaSlbaOjPD89DZsdwcUp7GvlPjzOKIlqtFpMTEyO9GgsUKFBwXcF1l4fCGLtKuFS1mHTg5SMzl8KIwSB0SdJGY4Lx8XGCINTFO5IImes6NBqNJzyor4ZxMBINi2M67S5v/tVf5w/e+Sccf833EM3dhK+g6hgsjrlMlExcUyKVSqLE+pikkLzwhS/kRS/9Z3SSZtQM337K2BstNAyDhYV5hJScePRRBoMB2zs7CKFL0Q/PKxMWZ/dm5PyTQxSgK2FGMbVa7cocdIECzxJc5HQCENAYH8eyLC5cuEC71WIwGNDp6tyH7sBDCKhXq8zNziKlvNgZcpGkWP9tSANpSyzLHKoArpAce1QBEHPPvffyW//trZzqQOnuV+G7NW6YrPCqWya5c7mBY8pELmTyVV/1Fbz1rb/NX77v/XzNV3/lUz6WvbwmpWR8fCxz1G1tbdFut1lfW2M2uYYXVUDL/s1tl9EiRvrz0O/3sCyLWm0o2SmcTgUKDFFwXcF1j4ciy/YqID9YldLl23t9HY6O41hHWHKf3V/6dvH2hNB9KKSUOLZNtVphZnaG5eVFpqendFWXpygxzA/QvQP2sQzM9CdOPAnpubdbbX7yjT/BH7/n/dzxjW8gmLuJGEHVtTg+XWO+7lCxDUqmBClRiedIocPFY/Uar3rVq1hdXdURMfZzXzx1pDpqQxrMzc6wsrKiQ9KdThbyH3q3UnMrOdMkc1Ul4TIBWcKs52tD2XHsYoFS4LrA5XBaHmLEYykQUlCrVjl06BBLS0tMTk0xOTnBRGOcsWqFsVqVhTld1vjx5lReXpJuXwqZ/eSLHD2l8wV8pegNPN75f/6Yb/3213PPoIq6+ytoixKNss1t82Mcnq5jGHLEQ3340CFe9jmfw5++611EYXRFyiTnzyndz1i9zrFjx5icmgIh2NndZWdnB2BYRjs9J/TiZCTyL1In02gOcBgENMbHr3i57AIFrnUUXFdw3ZVCERm7ioiimH6/zy//yq/x1//v/UzNzPLcu+7ia772dczPzWGZxkgi5WOFa/fmeuXtrX1D1k8Cez0F++37UhG91DwJVZxUoFFsrK/z4z/+Rv724Q2Ovvpfs+1MYiiYqNisNMrUXQvbNJiuOji2qc2bOMaPYzabXbwgZG6yzuLCPH/zN3/Ll3/Zl+qJdBVkMPleZoZhsLi4QK/fZzVp3NhstRir17PKOWliZ3JRhq+hteFSSnrdHlEUUa/Xr9pxFyhwrWC/BclTUQI4ts3U5CSNxjhhGBGGAZ1OhzCMk2qz7hOaU1dLBZA6nvrdHr/91v/Bb/3O73H4S78TNX8LIYK6a7I0VqJRMnDMRKikhp5qyzT5ju/4Dt7ylv96xRYnKbJzTjZbLpe44fhxUIrt7W2azSYIweTExOj3SBcn7In855csisHAxzCH3vcCBa4HFFxXcN2VRmGMXUVEccwH/vbveetb38pLv/zruecT/8SfvulN/M/f/z3++etfz1d95VcwOTmJFLr5c1pdBrjsSX25uBzPTTrR0gjPSMlOpUuWCiGSBMe934UIhVCKQRhz/vwF3vTGH+fepmDxS15P16lhAvNjJZbHy5Rtk5prcHSixLGpEpaEOIro+SH3PbTJfY82mZkpMV6vMjczzf333YvvB5RKRnY+V4pwLpI/Km2QHTl8iCAIaDab+L6uXlkulS7eb06HnHqmwjAkCHxM08ySR0f2VaDAswR7nTVKKXr9HnEU45ZKutde2m9vT8L5pbaXeXgFGMLAkAaOY2f5m/nvPpk5dTl8uN9289/TXYP0+Xa7PX7pv/wS73jPX3Hr1/172pV5BIK6a3F8usp01abimDimRAmZUw+AkJLn3XUn9bExer0+Y2PWEz6fy0G6IHIdh+PHj3P//ffTarWg2cQyTcrl8r7fUyo5z3Q7KKQ0CMMIP/CZnJzYV0JVoMCzDQXXFVx3tbiuMMauMFLvAYCKI37/93+fz/7cz+OuV76G+LZXMvuiL2L1Y/+PN/3sf+Ltb/9dvvd7v5fP/dzPYXp6CjONnuyZyFfymNKiEyl0kqfuV9ZsNmm1O7Q7XdqdDv1uhziKsqhXrV7n6JHDzM/PYyfN+0zDQEiJEoJYxWx1PP73u/+KP/zvvw6Lt1H57C+ga9jUDMmxyTLLE1UEgvGSwbHJCrfOVajagjCKObfR5hP3brC9GbK4UOIFt85Sc0ymZ2ZodXrs7O5ScueuWM7Y48FxHI4dPcqDDz7IYDDASIzTLBE2824liaAJCQsh6Pd1o8VqpYIwi2lW4NkPhSIIQz7xyU/xhjf8EJ12i/nFJV772tfw6i9/FbVqZSRCfKWUAFcLj6UCiJUiTv7tNJv89M/8LH/2kfs59Op/w05pCgOYqjocapSp2CYVx2S+7mAaEpnk0na9gNNrO9SrZaZqLoYhOH3mLLfXb7mqubxCCEoll2PHjvGZz9yD73k0Wy1M08S27YvPOYv8AyKpLobOn5BSUqvWCmOswHWFgusKrrvSKFaJVxFnz13gYx/9CL/wq29Bzs1y3/ZZoptewPTNd3Pb7gVO/t2f8cNvfBOTv/iLfO7nfi6v+rIv5c47n0O5VseUYAo5Ip+Dx/awXPRaqneNY8Iwot/v02q32djY5OTJEzzw4EPce889nDlzlvPnztLc3SEIQ5RKKuTEujdDujXTsjh67Dgrh46gVIwpYWZmlufc9Vye85znMLtyhA99+CP82k//ByrHn0f5uV9CJAxqpuS5i+PcOFPFC2NMAbfOVbh9YYyKJdhsedxz/y4nH+kSRCHPfWGDO45N4lomhhTUazUsQ3Df/Q8yPzd7IA/9dB/pRL7//vvp9nrEcYxhGFRyBT1SAyw1xoIgwPM9DMOgXq9jy2Ep2gIFns0Y+D6/+F9+ifH5FeZe+lw++ud/xF//63/D7//u7/Hd//K7+fzP/1xKrothaIn21VACXLYKIB46qUbk4kliujTkyDGmiJLM1r4fcfbcBd78i7/AR8+2mf/S78Iv1TEErDQqLI6VKNsGjZLFjVMlVhouBoogiLmw3eHjn9pktxVw9/NspuqCxtgYDzxwP7fdejOIqxT9Z1hEoFarcsONx3nk4UcIk/5HCC0lGjlnISER7Eipuc7zfKIoolatYqa5ygW/FbiOUHBdwXVXEoUxdpUQhiEf+MDfsLCwwEue/1x2I5PP7s3wodO7dP0IZ+YQz3/dv+SuV34dD598kD//p7/lXe/7QZanx/nyV30pL/vsz+KG48dw3RJS6n5gcLEHYyRsnjO+oihifX2DT3zq03z0Ix/hnnvv49GHHmRre5t2u81gMNCkYNiYto1l2bj1KeqVGku3vwB7+VZCJRGRz4Qrqdeq+JGg2pikFyrOPHQf3ZOf5vwj5/jHT92HN/htZqYm2Fg9z/zNz8f+Z19LUwlmHfiimyf5nBvn2PYUUkXMj7ksjLlYhsQPIz5+3yonPhOi861M1s/36cx7OHWJUroi0Ld8y7fguO6B3Lu9ZFmtVjh+/DiPPPIIvX4fKSWGYeDYtm40mJMaKKXoDwaoOKZSreq+bwUKPMuRSpxPnjjBJz7+cd74S7/BB7cdnrtyJ71HP8mZf/obvvt7/jWf9dKX8K3f+i288AV3MzE+rqXQUiBUTiX8BB7Ml8rdSJ1Y6fuxiun1+uw2m6yvrbO+vsb2bpPd3Sa7zRbdti6BDHrOLy4ucccdt3Ho0CFKpTK2paUtpm0TxzH9IOJ/v+9DvPWXfw61eBulz34VfdOhKgS3zdaZH9MymMmSyW3zVW6eKWMJRXsQ8ZkHNnnw0V1c1+Slz5/lyFIdQwqO3XAjn/jkp3nta1791G/IYyCL6AvB1MQk4aGQEydOMBgMAKhVq7o89Mg1Hi0O4Ae+/my9nixgChS4PlBwXcF1VwPPamPsSuZcPVFEUcxf/dVf8YpXfgH1WoUaAnF0kkbZ5qHNHpudAf1QISammK+OE8zcyKC1TX93lbf/7Wd4+zv+lNl6iVd83sv5gi94JceOHtV9DYTIqRi1BR8rBUoRq5jNzW0+8tGP8n/f9S7+7m//jrW1Ndxyhdr0PI2ZIzSW72S8NIZVHccs1VCmjackQpoYlothmjjTM3SCmN3tFoiIthSMYbMdG4TriiiMELVjLL/0GBMzc4xVXLx+n8HOOtVTD9A8fxJx+jPcMDPFV77kbj7n9kPYtsVCGGEbEts0kMktMaRgbqrEabtD5OvzOncq5NwRj8m6nuRSSl7wwhdkFQoPAnsTbMfHxzh69CiPPPoo/cEAaRiYY2MjExmg3+8TBAEKqOcKfhQocD3gPe/5S26+5Wbues4d9E7ssPPIFsYtL+HOW1/MczZO8tDf/hn/5gd+hImq5rYv+7Iv444776TkOphyWBHr8bj7IidU8mcURTTbbTY3tzh/4QJnzp7lwfvv44EHH+LhBx9kc3OTZnOXQb8PgOOWMcvVxFusMBIvbalc4TnPfR69/oDVsych8Fg6dJTnPfdOnvviz8IpV3nLf/xhwsYK43d9IaHhMG4KXnZ8ikOTVQZBRNkUPGexxtHpKgYx955o8plPNWluhZTHTV589xxLkxVMQ3PELTce54/+6I8YDDwqlatf8CflttnZGXzf59y5c8RRhBQiKzqUXyymkf/+YEAQBLiuS6VcxiwiYgWuQxRcV3DdlcSz0hjbrxrgQRpk6QRrt1vcecftWIYO/x6ZKFE1Fa4peXTbYGcQ0R4EmKaBMdvgjG3TrEwgZ2+kbsb4O+f543/6BH/w5z/CzYtTfMVrvpwXvOAFNMa1ESCkJAh91lbX+eSnPs0HPvDXfPCDHyaUFvWFo8y/7Ks5NrNMdWYBuzrOztYWq9tt+qEiCntE0kVJM7P2JTEog/bqjk66jCNAYZdqqEod249wdOkZgiBgU8CgL9gMAlAmsTuPdesik7dGuFGfsfYJ3vbmn+cvJ+t8+au+jH/2khdRcqvDqB66O/qth6cYhDaf+IdtVAyGJZmoOVlBDITg1//rf6O9u8Ov/PIvIswr0y/jce/jPgbZ4sICF1ZXdcPtVgvLsnSHe6XwfZ9BUgK/UqlQqZRHtlWgwLMVmu86/MVf/AXf9u3fxvJklRcgCZTg3rU2XhhjrdzIi7/2OLvtDvfd92n+8v5P8M73vYGblmZ4+cs+i5d/zss4fuwY5VIJwzRGFir77jOR2PQHA06cPMn73///+Lu//3sefOAB1tfX6fcHYBiYloPtlsGpICeWmVq4kUq1Trk+ztKdL6VfnaM3CDAjj+myQb1eY7sf4SsB3QGL7TXK/Q1sIj5+ZoP3fvjXiTo7RMLk2Cu+li1psVKGr7hzkZccn6aZKACm6yXGSyZSCAa+4pGT2+xuas9rbxc+9akN6i+xaZR17sLNN9/MD7/hBzFN8+ovTnIeYykki4sLxHHMhdVVur0ehmlSrVQwk3zXfGEib6A5rl6rYRbl7AtcZyi4ruC6q4FnpTEGo0Uq9g70q70wVkklwqXlZZaWl4cyNgRTtRK3Ap1A0Q16uJZByTIp2wYV22Cz69Ea6H5kHXmYcGwZx+uw2tvgv77zvbz17b+PLRWmaXHkyGFOnznLfQ88hFmuceiul3LDV30fA7fB+eaA3d0WsSewdyLqkU+7HTEIQMYeusWcQEgDy7GxHYdKpQRC4A98drd3QEgMKahWyzTGKsiuRxRr4yS0LSKlu5aHUay7mAODMMKUktCsUlm+m+ffeBfv+fWf5H/+7tfwRV/8xfzgD/4AN914I5ZlZr0aLNNgedLkHhv8AUR+TLfbh6mhMbO7s8P25vpVvW/7IW+QSSmZnZ3B8zy2d3YYDAa6G/vUFFEY0u/3iRJvS2N8HNN41k6vAtco9j7QD8oJIBBs7+yws73Ni174QlxTcMN0hYoBC2Muj2722OoFDMKYimly6I4XcGbuOHbos7l7gf/ziQf5/T/5ERYnKnzhK1/BK1/5ClaWlpI+NZI0rz3tZRgFIafPnuN97/9//Nmf/Sn33ns/A2Uwu7DE9K0v5vgrDtMOJW1ZIZIWyiohhMSPYmIhEcJgICUX7CpeL6LX8RDE9KSD8nz6mKg4Jg4NLGcWMX0IZ3KaaVMy7gdYQZedUw+wc/I+5hzF3bcd5zlTK4yXLCbKQvNbkvytUDiWwc3HG+xsthi0IpSCnS0IorQ8kiKKY+594EFuvOE4zvTUgSxSAFBgmibLy8uEUcj29g7dTgcpJWP1eva5OI7p9XqEUYhpmlSrlUxvVTibChw0Cq4ruO6y79kzgOue1avFTqeLZVm4zmjezkFEyuI4QkrJzPTUsP8EEAlBo1bmriVJEMWcbw0II0XFthh3TaYqNq1BQHsQEo6VaPYDLrRMtswyx16wzEvK23zgz97J+97358wfvoGbPve13PnPvoGuMhiEiqbns7rWxu8PkJGHVCF+R9E3BFgWkggZh8RS3/rKWJ1GvYpMwuaWlOz4IUQeMg4AC8O0GAQRXhhnE842JNMlm7Jt0PVDgkjhhRHEEEQxsRJsdn0so8QXfPu/o1JyeM973sM//MM/8D3f8z18yzd/E+Pj45imgZSS6YkKtz2vzic/0kRIhWVIPfZ1XVS8Xode30skmRxYRcU8BALDMJienqbT7dLr9eh0Oti2QxRHOldMKRqNxsjkLVDgIJD1CSStCHWAA1Do/U1OTzE9NYEhJEIqDk1WsKQijhVCStqDENc0sAyJaUg2OgNaThlmj1G+9fMY9Df5g3+8hz981w9w501H+byXv4zDK8uMjY9Tq9d59NFH+du/+Tv+/oMf5NT5NSYXDjHz3Fdy+/O/ko5RxSjXcKo1uv0ua6ubRLFCRl2iSKCEiTRNkALTNBDSoNXtE4URAFKajI03kLZD148QKGIFQRTRk5K4F2DIRBZOCfPQc2mYksVyzEMPfohv+Ppv5JabbuC7v+s7eeHdd4MhQQwbnh5fGqd1u+Jj/7ALgF02KdlG0hlD0Gy1+Pmf+znuuuN2pqemrnhi+2PfPoFpGCwvLREGIb1+n26ng2PbVKpV3f/RDwiCEIDG+HhWjaxAgYNGwXUF1z3523dtct2zxhjbL8Tb7/dZ31hnaXEJJ8m32lud8GohCEPW1tawbYtY6f5bUggsIVBCsTDm8ILlGvefCzjZighjsExB2bSYrtj0goiOF7Fj+9RtydmH7uUT7/oD3nvvh5ldPsKX/qs3Uj12J6uBzfkwptXr095tIaOAQAlEHCJUhFARjuuAaTHY2kHGIUIFCCVQIsJOyCI1xqqOyfp2gIwGyDhAGhLXsegFOvoVJ+cxUXG4ZbaGKSUPbrTZ6ngkqWsotEEmhaDlBSzOLPBdP/FLfN2Zh/iD3/oVfvo//kfe//7388Y3vpHn3nUnlmViWwZ33DCBbUSYpuDQXD27X1IIDMNkZ3tL56tZB7sIyBdLEQjK5RLTU1OcPnOGXq9Pt3eGaqWCAkqlEhONRq45dGGRFTg4pJWzEFe2atfj7lcpDNPgjjvuwHGcbN7GAmbHK9yqDFp+TBDFmIag6hiMuSaTZYvdvksYa2fOVqdM15qkctNn045X+esPfoR7fu3XufeezzA3N0dg11g4dgvzd7ycu77wZs57kns3WzovIhpAN6QyCBGGSSgMRNwlFvoxZyS9e1zXppQU1un1PTbX1lEKpGng2CbSMukFuqeiCbqAkhBYhnaoySRP149iwlhxWpocuvOVvLQyxu//3Bt431/+Bd/+Hd/Bd37n65mfm9OLISEwDMnCtM19dei1FL3WAN/zwdV5p0EQ6tzbweBAF5l5GY/ruszPz3Pq1Ck8z2O32cRxXaIwpNvrEsURruMwNjZWRMMKPK0ouK7guieKa5nrnhXGWN5LolTimRAwOTmJQnH27FmWlkYNsqsqW1TgDTyaOzvEsSIII87v7jJeLVOvlJFJfGlp3MU1J6luDTjf9BiEMbHSsr+aAMeQTJcln3zvn/PJ//5mwsDj5a/5Om79oq/nxMDmZM8ninW0Ko4h9H1EkuclVATECBVhEeEYgr5lomLtNREqRqiYkmVQcUyCKKZim9iGJBz0kXGotyMEfpT00RLgmAYly8AxJWd2urS9iK4f4oVxNqlMKYiV/rdsChzTAMNk5thtfN9/fDOf/Pv38/a3/Be+4rWv5Sff9Ca+5mtfR8lxqDomz79lIbkn+cupqNbH2Vy7QLfbxXXdSxbzeLINDi8LSb6clJKJiQarq6vs7O7qhoC+T71eZ2KigeMk/SsScikWLQWuJvY2Il1dW6NSqVCv1zJ59EEsVLqdLo5tIdISyUKXGEJKDk2UCaOYT51TbHR8QgQVSzJR0tyz1fXp+DF112Ldtdlutjm/67F63/088MD9zB25mds/79WIw89jJzR4tNUiXOsgVES/HyAiHxl7KBxiBMFAS3Fk7KOEgRI2pVKJxnhNLzBQuKbBjh8ggy5ChVh2FdOy6fohYcKrppTM1kocmqjQD0LONfv0/QgV6SamoVJ0vYjzzQG33PYS3vBLv83fvesP+a+/8V9571/+JT/8Iz/CKz7/83BLrpY5T9V43otCPv7RTaZnLaqloWojjkJ836fT62f37aCQX8zWalUajQara2v0+33W1tawLIvA95HSYGJyAstK8isKZ1OBA0TBdQXXPVVcq1z3rDDGYGiItVptTp06xczMDLOzM0xOTBD4AefOnWNleTlL0rva8DyPbrdDGEWECj523yYLUzWed4uupCOEQAnBZK1Erexw42zETnvAenvA6WZAEAvMqMtf/O5v8P4/+UOe86LP4vO++tsZjC9zYtejNQhQCmxD4lgGVcek12oSDnxA6jB1rKvohF6fCbOBP1ansxMTIZGxLu0ZK0UYxUSxwjIEfuDj9zsIFEoYxIabGFoatiEp2wZeELHeDwjimEgpjBzxlW0Dx9Q9JxbqLnN1F0sKYiCSFne87Iv4j3e9gHe89dd54xt/gg//40f4t9/3bzh69AiGYWAYoxUI4yhmYmKcZqvNxuYWk5MT7KcBHJEupGpGMXzvKZN1chEEAtM0tVdMKQxDN78eHxtjotE4cHIpcH1ib5WtVCJSq1VZW99ACN2jb+9QvFqLlc2tTbyBhxCCIIoRSmX5BEoojk2VqRgxnzzfZa0bEimFiaBsGVRsEy+M6fghM6rFX7/rd/iHv3030zNzfOF3/ADhynPZ9hT9viKKPJo9H6/dy85eKK0EkIbAdUydeB3qksRCRcjYwzIkVdskTLiubJuc9bxEKRBiGCaxgkgpLKnVAmXLYLrqAIq2F+KH2uOtlK4E60UxYRwTK0U/VNx62/P5rufezRe+9nX8/n99M9/1L/4FX/t1X8cP/uAPMD09hSUFt640WJp0KTkWrj180KdSmLXz5x5Tiv14Dqcne1+FEKDIpNjb29s0Wy12dnepViq4jsPU1JRuZF84mAocIAquK7huPzybuO4ZbYzt1Q33+30efvhhPN9n2bEJQ927anp6inPnL7C+ucnc7EzWsyu/jSt6XKAr6w08giDENSUNt8xDD/RZnusx2ygjpM7SlAJKpsQxJPWSxWKjxOzugAdPnePX/8uP8+CDD/AtP/pfqB25nVOdkOb2gChWGIlBV3VMFsdKxEqx2Rxnc9XTVKVClLCAkDD0CBGMVcqYpsnu+hr4AQB+GNMLdNEJL4pRXh+J0omgwqJcq+u0LaU9J4bUhoYXRdoQi4f5cJaUOhpmm9Rdi+mKQ9W1UECswJIQJT02nFqDr/meN3DnC1/K29788/zFe/6c133t1/OD3/9vtYY4u5b6C5MTDTqdDmtrq9x80w2PORaiSCdfdrtdhADbsrFsG9d1kFJmHdSfKFHn5YoqVriuy9TEBEEQUKvVmJ+fxzCGZVqLBUuBg4BCEQQBu7tNKpUylUqF6WnFhQsX9IKlWh1+9irwXYpWs0m/3yNWitWtNifPbfDC2w5TdrQ0xZKSuYka5ZLLajtgvT2gPQjZ7YcIoTClIFw/wf/65R/jwplTfPFXfh23fMHXcEHV2Wp7eFEiL7FtXNvCVyFCxSghECpRA0QBZUKiapl2GCQScc11htAynDiOqTgWcRQT9DuJikASC5OerxPOpRBUbF1Yaa09oO9HeFFEGA9zVm0hqTkmrmkwW7WZrblYhiBAsnLHi/iB//yb/MOfv5Pf/61f49FHHuXHfvw/8Jzbb8W0LCbGKtn6Q7cnibEsG9u2OXP2LFEc64T+PauUy2ry+hQXoAKB6zrUajXOXVgFYDDwqFWrTE9Pj3DcU9lPgQJPFAXXFVy332eeDVz3jDTG9npJ0rLijzx6gjiOufmmG6lWqgRBSBTHmIbB3OwMZ8+eo1UqUa/XkEJexQurJ1Kv36fd6bAk57n91klOnz7P+//6AnfePs4NRxo4tolKkkGFUEgFrmng+E3e8lM/xEc+8hFe/xNvJpy7hdNtnzBWOIZEGVC1TYQQLDfK2Iak2Q+Ya9TY2d4l8nqJMWYAMQjd16tsm/TDKDnvGJBESoegpRS4poGsVJmq2mz1JArd2DhR52FIgW3qKj1BGOsIkQQjMdJsUzJZdmiUbUqWgZXkoYVRTC+IKSlJUiwIKQwiIbn9pZ/Hz9xyK2/+qR/ld//H2/jmb/z6EWMMwJAGUgrCwGd3Z2ffcQA6T29nZ4ffftvv8Mf/549ZX7sAQKlUZnxikhe98AV8+7d/GzfccBzLtBDi4kqbcHkTTkhJtVZLrotkenqacrlURMQKHAhGnQ8Rp06d5sKFC9x00424rku1UmFqaooLqxewV1ZwbOfq5swq6PX6eL6PACwpOPFgzPx0l6PzVV05VQhdabRsM1a2ODrp0ur7PLLRZb0TcN8//g3//T//FCs3P4cv/5c/Sjx5iJMtj64fEMZaJl1zLaYqDmVLcl+rTex7KCFQItZ8F/n0g5ixepUQ6DcFeC1AO4T6fqQXdJEi7PeIoxCEQSxtDKeU8KHCkBLX1M6l1iCg50cZD6Y9ghxLUrFNpqouczWHsZKFTKqKhbHCdMq8/DXfwA13voC3/8rP8zWv+xpe97Vfwzd90zdx/OgRbGu0rLPrONRqFR546GHSHpKXuucoXfErzeEVQi+8pCGfkgIgL+ExLYvxeh0/8CmXy8zPz1Fy3ZHPFihwtVFwXcF11wPXPSONsb0IgoAHH3qYjc1Nbr35ZqrVmpYHhqEuJqEUjm0xOzvDxuYmjmPjuu6wh9QVhhACy9LeiO3tbYQQlBwLu6bYOBfy93+3w3Z7wEvumsc2jaw6j1Qxm1tbfP/3/3985tOf5pt+4Kfxpm+k3R1gSgND6mZ9pmFgCJgoW9Rck7VWn16gS4rajk3f6yUeEBAKlLSollxc22CnL/REFjo6GKs0f073P6u7Lr3FJdxmi14ssFxNbIYA1zKS8wPLlLhWUilICkxDUnctao6FkVzSWIEfKlpeRBApujIx+pJS/lLocqdxbZbv+rGf53/+ys9w+swZbrn5JgzTSHLrdEf5wcBHKaUTPhONdvqeUhCGIZubm/zoj/wof/zHf8wLX/Qi7rjzTrx+j7XVVU6dPsWv/+qv8qfvehdv+qmfYuXQIUzD4Ibjx6hVq7rgRs44e7zJJ6VgcqJBY3xsJNqW3v8CBa409uufGKuYC6trbGxssLi4yNjYOJ7no4BqtYLv+1y4sMry0pL28qWLlCt9bCj8wGdnt4lSiqmxMgsLLh/50BbGixQr8zUsUzuf0oc4psFkrUTVkvzuH72DX33jD/Ly134Dt3zpt3KuE9LeHRDF2glUd02klCyPl6k5JgpoNMbYWl9HqDA5Cj2HgyjEtUzGqhXCwYDQAyUEQZI4n3KWMCVlC7qqBNKiVCqhL7FOYEfAIJHqaPeVwhQSQwhc26BRspko21mubRwrvCimZhhI3VGVCJg+fBM/9PO/yl/9yR/wW2/+z/zNBz7An/7fP8FJJM0p31iWiWVarF84RxTFGIa6yFkUq5gwjDh9+gx//hd/yclHH0YpRa0+xszcPC+8+3nccfttWJaVKUCeVAlwBY7jMDHRIIoipqammJiYKLitwIGg4LqC6643rntGGWP7RcTCMOShhx5mfWODo4cPU6lWCcIwWbDrQaKUwg8CbNuhUq6wtrbO/PzckypXuV/odOSmJS4F27KIo5CzZ84AL6ZkGbzoeXN8YGedfjfgofv63HS4z+xUDZF8beB5/Kf/9At89GMf47t//D/RbNzAai/KDDEjKYwhBZiGxJSSKFZZBUMpBFapTL/TRikD0Ppl27IouzZl26Jk+ZnXQ5+PNshcy6DqaG/HzHgdDIsxIQljlVVGrNhGUtlQMlszKVnDEK5C541JMZQAy+TEvDDJSZPgmlpjHcYWNcfANZJiH7UG//zf/wjvfcfv88IX3E1jooFKvEtCCMJAh9/jKMoOXgFhGPHIiRP8p5//Bf7+7/+Oc2fO8B9+/Md5/ev/OZVKWVcC8gN2trf55Tf/Cr/5G7/B67/jOzBME9M0ueHGG/nu7/ouXvOaV+smzZdpkAkEhjRGJK8XjYUCBa4SFHpxsra+ziOPPsry4iJLS0vEcUwQ6gd2HOtCM+cvrLK9s8PEROOi8XqlIISg5LpsbGwRxRElx2ZpqcrDD6/z3vevccMNXV589ywVx0wcKQKJIo5C/uxP/5Sf+tEf4o5/9vkce8XXstr2iRWULZNYKWzTQKCYrDhUbJPNrs6PGKuU2BIGIvYRKgYUsbCwLYdqyaYTDFBo55NQOrdVHyw4pqRaHqczN0uz3cXHwLJMHS0XInM8xUk+rG1rvrUMiWtJJisONcfS3J0sfnpBjOiH9LwQ09DOKseUxEoxkC6f9dpvolwf571/8r+Hz6gcYqV0i4xejziOAGvkfqMgiiLe+7738W+/79+yu7NDfbxBGPh0Om0G/QGlcplv/KZv4vu//99TrVSwLEt7eMUwAf1ynE1CCiYnJqiUy5imkRRNktm9LlDgoFBwXcF11wPXPaOMsRQKbYQFQcjp06fZ3d3l+LFjNBoNQN9E0zQwpEkQhsRRRBgpwjDCcV3CMMwMMtM0QV3eRd8bOoXRUGcepmliWhYbm1vZ5+YnSrz8ZQ3ueWiTkw/D2lqbualqYhDFfOhD/8g73/l/+Oc/+JO0Jm/iXMvHECCERAqtA45iRdcPqbkWbS+gHFs6dK1iDClYbFQYVzVabQPP9wiCAXHg43U7NCpTzNcc1iV4iQmoktDveMnWBp4QTFdsGiWTfhCz1QvwI73tsm3q/LeyrTXJKPxYEMWKMFaJASYwpPZIOaYe0GGk6EcxnhAEsaRkgvCDROJoomJFjMAqNbjzZV/AW/7b7/Cd3/aNTExOJuQ0vDeJM4cojmm32/zN3/4tP/MzP0t9bJyZ2TnuvPNOvu31r6cTSPyOx3jVpVIuUSkv8VM/9ZM8/+67eec73sHLX/45bG3v8rtv/x/8y+/+Lj70oQ/x0z/9H6nVqo9rkBWLkQIHjb35sSpWbGxscv/9DzI+Ps7U1BRRFBHFcfbZOI6J4pjpqSlW19awbZtarfqEC8xcrgPKdV22NtbodjpUSmVmpirMLrisnQp48P4eU1Pb3HHjTMIdEMQxH/zgh/nhH/ohPvdLX8utr/o2Hu0Mo/9SiiynwTV1fmwUK/wwQimFaZkYjkPcG+grIwyEkJRLDlXHomyHyXEmx6q0ONsQgqpt4lomc9NTGG6ZAN3vUDuNBI6pI92OKZiuONiGkfAa2ImkJ3VqCSCOFf0gIoxjHENgS8EgiCjbJlXHwARCZfD8V7yaarnEe/7yfXz1V74Wx7GzyrBRFBEGob6PST+g9D72BgM+/OF/5M/e/W7e8Ud/xPHjx3n729/O8soyURiy22zymc/cw8/+7M/yll/7VT70wX8gjAXTUxO85tWv5jWveTVTU5Mjsp7H4zHbsvSircgPK3CAKLiu4LrrkeueMcZYfoKGYYjn+ayurtLpdlleWWF8fDz7rB6SukFvEIZ6okYRcaz7KTiOw2AwoNfrU6/XMuNqv4u/XzROKUW322Nza5tWq41pmSzMzVKv17WUUKALRpQrnDx1itR2M6WgWnPZ3jAwzYiJqXK27Xanw8/9/M/xuV/yauTyczi5OdCRJimJohjX1JGoru9l0awgivFlhCEkg8DDtQxecniS0pLLQ2cucG63z4n1AOy01DqUHZtytczA8xBxyKDbQ9UrlGwTUwhqrsmhhpZwntnt048UbqwwDUnZlExXLebHynQ87RURkUoqMuqmgbahc8dkYqSmdRijUH9uEMQYItEoG5K2FxGEEUoIHEPSWL6BXmuX//bbb+Pffd+/1pplBTKpsGgYBlEUs7q2xo/+6I/x7j/9U6Znpnnb295KtVrDMCVntz0+8g87CDvgc14yw7HFKS2PdBy++iu/gte++suTqpqK133VV/LPv+M7eNtb38rtd9zBd3z7t+r39uSTFYuQAk8X8twXxzFxHLO9vcPDDz/M5OQEy8vL2mMZhhiGgWkYRHFMHEUMogjTMBir19nc2kJKQTVJcr+ch9TehRFcIs8S3bel2+3S7nSZmYZGxeKlz5/mU/YFzpwNOfFIh1uPTWoHjFI0m01+8k1v4oUv+3ye+5XfyX3bIVGssE2dCyCFIIxj/CjGlAbtQYhlyMQhI7AMyVSjTjMcEMU2UTgAFUPgI6Vgpuayvi4I0nNJzmGsZONaOud2ulai5loEMez0A4IoxjENHEtStkwqtolrCpQSREo7nf5/9t473tKrqv9/7/30028v00syk8mkh4QQOiJgqNIsgKCAICKo8FP0q35FVBAVpflVBCsdgoIgUgIEiHQCCemT6eX2e0996t6/P/Zzzj33TqHDkDnr9Zq5957y1L0/z15rfdZn6ZydIEW+YLGEKZbXmjDRRCkEjsTVGrTGEhhWAYpUCy54wCP50v98gK9+7Wbud8VlOI7T6/PYd0FBGxpSvV7n7e94J3/7t3+LkBaWbfHav/4rtu88H9e2sC3BxMQEF+zexZVXXM4f/tEf89WvfImrrr6a2267g9986Ut5+9vfzhvf+Ab27LngOxIw6lGufwg0/oEN7HQ2wLoB1p2rWPcT4Yyt4ZHm3bFnZmZot9tMjI9TLpd7n+t+NlMKx3V6EzrNU6Xd+p6uQ9aNnpxpv10pVa01zWaLt7/jnbz97W/n0KFDhFEMWrNheppnPPMZ/NKznsnQUA0pJZOTE9x+6y2EUYjv+1hCooVEWlCqSorF1QLBGz71GeqtiEt/5hf45nJEkmlqJS93ujIcKQgcm6IV0Ubk3dI1QigyDZ1EAQLftdk+NkK92STVgkhLkuIwQalIkmVkGizXQwiJFkYUQyuFKwW2FJw/XuR+myosthOOLIe4loXrmIlYsjIuniozXfW5dzFktilQnQSlBUXH1FGVPcdI5GcmqtNJMjJl1IU0eY0a4NiG8hilKZ0oJVZgS0iVy/Y9l/KpD3+A//rwR3jSEx6HlBZhGGLZNsPDIxw+coTnPu8FHDt6mD999Wu46srL2b5tK9KyUBpu23eUqAW0LQ4fabJ9ehjyaJBtmwnZVe/Ztes8fv8P/oCf/7mn85pXv5r7X301F120FylZk+4e2MB+nNZtcJokKcvLyxw9dozh4WGmp6fzekejsmVUVi3SKOoFoZI4NtSaIGBpeYUgCHoqUWdapPTwT+s1QbA4SbAsi2KhkNdmAAKCQpEwTlhYWGLH9m2AYKTmMzldY/+9ywRlM+fRkGYpb3/HO1lptnj8U5/LzfMJidI4liTNFAVb4lmChTAzfXK0JMwjqN3F2HTF5+pNVY4dSjlRDzk406GZSbIkBA1F12ak5NFYsUFpkjBE6wolz0YK04x1suSjgcPLHZJ88eE6FgVbMF3xKXg27SglTBWZFjlt26ihdTP/ljTXMVNdHDZMB+VIXMvUcLQSU4+BEAS25PJHPI73veutFAoBF+3dgxBW79zyG06aZXzmxhv54z9+Jbd84xv8+atfzYMe8hBWlpcYnt7GRz99DETCtfebYMOoaUy6ffs23vIP/49Go0G1WqXZavGWt7yF1/z5n/PiF/8G73nPuxkdHTkjtg0CTwP7cdoA6wZYdy5i3VnvjK1v6NzphBw9epQkSRgaGqJYKpkYQO6IibzGCHJRDLHKHdUYZ65rSimSJOnVjnW/v76IsJtRa7Va/P7/+UOuf//7eOzjHs8LX/gCRkbHWJif48Mf/gh/9qpX8Y1vfJNHPPKRfOELX+TA/v006nUOHTrCjh3bkZZkqODwqEdMEaUZZd8mzTLarTb/9M//yqOe+Wvc3bY53mj3xDHAgI5rSbQG33VIYyM7muTn1OUbzzUjTtRD9k6MMFoOSLUkVqAqZWxL0IkzMq3zvmECoTOEzqj6JlohJWwfCRgtOmgEHglV38qzXLChaHPhZBHfsUiURgJFG2Jl6sDIUhxSwCFMUhZaMZaQ2JbAcw3VMlaaiudQ9GxsKQzoKqPI00kUcRZRdAtcevW1vO51f8MDr30AU5MTtNshflDA9QNe8Xu/T5alvONd72JiajN2XncmtUYiGKq5SNlGK0ngukY5E6PAc2KhyS13zVOtuFxxwRS2Jbn2AdfwiJ96JB/+rw/xhje9idf/zetwXRfHsXuO+MAG9uOwHhblD/WVlRXm5uYol0qMjo4ipOHpk2OXUhrHEeh8cZLmNRWWZepOhW0Tx7Ep4D7F2D6Z269IkpQvf/krvOOd7+TWW29lYXEZz3O5/PLLeM6zn82VV1yGbdtUq1WEVtxz913c78rLcqqLZGE5BjSjo4UeNs/MzvHe976PJz73tzgUurSShIrvYkvRCz4VXJt2GBJrC6U0sc6QQpJkikaUMlry2TFepqrHcE6skKYpc8qnNDQEaFNP6xWQjouKM9I4IU0SfNvCsQTbRwpcuqHMUifhRCOm4Jo+QZaAEU9z+aYqSsPh5ZCldkInyXAtgXAEviMJHKOalqSZkYkGbEv0mBBam9peSwgaYUKYpKQaHEsyXnJ5wCMezevf8CZe/Wd/wtjoCCrLyFRGuVxBWhbved/1/P7v/R579+7l1a95NU972lOpVKtoBDffPsPc0RSE4u6RJaaGK1iWqWMNAt/UPUiJ73u89CW/wS233MoH3v9+3vjGN/G7r/gdfM/7rgSLBjawH7YNsG6Adecy1p21zth6eiAaWq0W++7dj9aaifFxXNdFK4WwrNNwfTHZkq4DpkGLbgbNvNRqtXEdd5Vq2+f8ZVnG/PwCN37u89x6yy3cu+8ePvWpT/OGN7yRq659EM22YmqsRMFzeNITn8C73/Nefvd3fpcPffA/ueSyy9m79yJuv/12nvv8X+WVf/x/ufbaa7Asi+FK0EsjK6W54dM3kkiP0raLuPnAMkmmcSxNO06YqgREqcK1LRxboJRNrEBnGpWmWEIQOBa2JUmyhHtnFulsG+aKbeMcbmTYns/RyDINl3VGkiksoRFSQiawbcloOcCSkpIN42UPKQW1wOLyLSMcb2Y9ANxac6kELsKSbB2xmChaRInHcixYaCfM1dt0EkWUphxbbjPfTinYgsBzscmwdMZIuUDFt6j5NnFmON+p0j2RjzTLOFEPufDqh3D9v/4j//EfH+R5z30Ox48fo1atcMOnPsVtt97K29/xDsrDE/zPx2dAah72sEm2jJeRQrB5Y5W5PSFhkrBlSzVXEjFCIl/4yiLHDia4fpMdU2VGRyoUCgF/9Id/yN133sn73v0uwnabl738ZVx80V5TBHx2zt2B3YdtPf5lWcbCwiLz8/MEhQK1ahUhZY8N0N8DT0p50nayLOsFmtrtDkGwtg3D+v11A1BpmvKv//ZvvPKP/5jdF+zhYQ97GCNj45w4eoSPfvSjfPhDH+KVr3oV4xOTfPMb30RlGZ+76Sae8pQn5xx8uHLvCBNjLhsmymitSDPFe993PVO7LkNN7+HeYw3ARHeNwi14OS05cB2yRJMojVIaSyoT1EkVx1c6NMISY0MVFpsh7aiMQ0CpUiROM5TOTM2F0qboXad5SxADCeePF9g67COXBSKLKbmmiNyWgm1Dkj0TRVpRkmMmdGKJMhcL3zbqsp1UsRyb+hWJoOgYldg405Q80+DVkgbn4wxT/B6nCGDj5BZOzM3z729/J7/x6y8ky1kfE9Mb+cIXv8Qf/eEf8svPfS6/8iu/QlAoUOwV0UMxcIxYkrKwMG06wCwo55bb7D+6zNRYiS2TNXzf54UveAGf+PjHectb3sITnvhELtp7IXafku/ABvbjsgHWDbBugHVnsTPWb1prGo0m9+zbh23bTE5OGunQPlriem+363B1myPnpYcoBVpotDBiFe12h3K5hG3Zq5M8n6DfvOVb/PZv/za1oSG2bN3BnXfdw6WXX8E1D3ooN3x2npXFjK3b2jzk2mkC3+fJP/uzfOnLX2FqYoJfe9GvUQgClpaW+ad/+Vd+9VdfwKv+9FX87BOfYKRAEWQIkjTi+uuv54IHPYovH20QpsZxTDONZ5soiWdb1AIbzxY0pEAhkGlGYEHBdbCkYLLkUu/EHF1pc2CxyYOu3MB0oikGHnN3zJMowzvOlMbzPJwgIE5jioUCRc9FCqO649smuuFakvPHCoyWFJ5jIYCyL0GaejDPkbjSA60ZFZLxMGWq7JBkRso+iiK+dniJ1vISDoowbONbkit3TOBunGBzbRTf9VlqxSyHWQ4a5vp3koxO4PLw657A2972Nq677jHcfecdVIfH+I8PXM/Lf+d3Oe+8ndyxv06nCUrA3HzI5rESSEExcHnQ1RsQuTgJee1aGKcstdqAjWsrXMdkzBzH4YILdvOWf3wLf/O3r+cTn/g43/jmLbzrXe/kwgt2n7WRlIHd981QQjIOHznC/MICoyMjlEqlNQuS9SbyWtNuEGr1IyYEFMcxSZLgOM5JDyelFFEccettt/OtW7/FwQP7eetb38Zv/uZv8dSf/wU0DqO1ArYlefGLf50/+7M/5xW/87tYtsW2bdvZft75/M9/f5S/2rSJF/7q8ymVy1SKHhdsdSDPsM/MzPLhj36Mx/zq7/HVuTatOMN3LJpRwnTFJ8o0rmNh520wEhRxqshykaKilTMBGh32z9V5wkUTuDqjUhvm9pkGyraI8gJzrZSpcUAghWakHODaFkUbJiumbcdo0eHSTcMsRYosUzhScMF0kYIrcRyfi2yLVmjTSmAxVMzWO9TbEY1Ys9iKOV4PcaSgHLi4lsDSKdWCT63gUAts4syowSV9QaeFVkLBsXjsU5/B2/7mz3jaU36WKI5pNVsMDVX5wz/8Q37u53+OF7zgV/nC1xeZn13kivsNsWfbMLaUTE2W2Xpek2Y7ZvPmMiKvjWhFKTfeNMfssYTR8SWmrythWxZXXHE5L3rRi/jL176WF//6r/PS3/xNHvfYn8HzvAG+DeyssAHWDbDuXMa6s9IZW1/E2Ww2uXf/AQI/YGJywtT79Tlhp3LEgDziIZGWhUhTtBa5Vy0QaJQWKJXR7nQol0q9yaq1Zmlpmd/9nd/hAddcw8te9tsUCgH7DxwiiiIsxyXsaLJMc+hgyNyeJlsma5RKRf7yL16DZVukOfVufHyMl/3WS2i32/zxH/0Rl196Kdu2belFer5567e4+9Axyo88n0Yr6Z1D4FpUfIeSKyh6DpMVj6Jn045TDi+HNEJJkhkVnqJrUfELzLdi5hpt9p1YImMTtYJk03AR9BxSSgLHJkwyfNelXCnTtCxGagVsKXCkYLxg4dqyJzYyXAooBxlSCixhAC/TCp0q2q02x07MsDA3S6PRZGx8jMsvuwwlBLMrHb4Z1pHtFY4vNkErpE7RQuIca9LILIZLAZvHqjikJJkRIUFohACFoJXBRfe7ln/7+zfyvus/wB133E4Sx0xMbeDhD3sItuPgFgTC0ThaUHBzVUmMQpDAOJBKq147AN+RbJoqcjRKOG/XKEFxNUPpODZXX3UV//xPb+Vd734vL37Ri3jzm9/M6//2dcj8Xp3NE3lg378JITYB/wpMYNgX/6C1/lshxDDwbmArcAB4mtZ6SZgB8bfAzwBt4Nla6699v8exRqwoSzl06DDzCwtMTkxQLBZXP6PzDPcpviulzKPD5jXVHb/CyCy3Wm2q1UqveLr73aWVZV75ylfx9a/fzNbtO7j9tluZmt7A037+F/nfr9VZmE3ZvbvI/a+YZGJinJe9/GXcceedPOUpT+bJT34ylpR8/eZv8MevfCW33XY7r/ur1zI8MmyEiPKdffKGG6hNb+WeKGCh1QEgVcoUrGvT+L7qWTntBVIypMgo2oKCY+o2xkou++Zb3HF8kadduYmrdm9iWythvpMxFxnKTKY1rmPjFot0kpjA96kWPCTg530SbSkIHMnFU0WWItPiwxKaoaKLEhJHCuyCS8k1gajJRDFecomSlGaiOTjf5I7ZBsdOzBPIjDDs4KC4ZMs43qYJNlVHcW2L+WaIDlUv2quB5XbEtr1X4AVF3v3e93PxRXuJ45B7DxzC9Xx+/ddeCMJh9lhGpw0HDzfZs3UYEBQ8h4c8YANCKRP11aBQNMOYxZUQtI0jV8dCoRDw0pf+BtKyePe73skLnv98jr/yT3jB85+L9z20eBnYT7YNsG6AdQOsO7vsrHPG1teIhWHI/PwCpWKRWq3Wc8S6qWUhJSrLzETV2hR35tkQMx9Xe1UJ0a+WY1RhpLBp1JuUisU1VMVPfPIGGs0GL/6NF1PvKO49OseubRsIfI9Mw969Bb5+9zyBKhg+LWZfhUJAkmb871cOs1gPefg1GxkuF3j+c3+Z977n3bzhjW/kL17zahzXIo1C3vqWt7Dtfg9jRbtYMkFlpkZsquwxXfEoexbbR4vsmihScCSzzQSB4MhKSJQYRymwJWMll/PHprnniM2uDcMEuSRpybOpBjbLHcPzjVOj2OM6NiO1CpWyh9IKgaRWLpiGzdowrLvqOGhNJ4q45+67+eCHPsi3bruDO267lWPHZ0jikG3btvPs5zybSy+9FNuS1Aou502PUI8Ul24awrMFnuOwEGm+dXiBm+6d51sHjrNpapzNw0VCJbAdl0ohIFGG/9yKMnbuPJ9HXfc43vnOd5li2ihkbHSUSrmMJWDHVA31YIktFDs2lXu1YQJNhu6FybRWBmxsiwffb5r4khTXNZGyRjtibqmD78DYcAnXdfmZxzya1+86n4/9z/8wMzPHhumpgSN2blgK/LbW+mtCiDLwVSHEx4FnA5/UWr9aCPG7wO8CvwM8Bjgv/3c18Hf5z+/J1tBntCZJEw4dPky93mDTpk0Evo/K5Zy72Lf++926WCkllmXlje/Xjl0hBM1Wi3K5hGWt9uKJk4Q3v+nv2HfPPfzzP7+N6akpjhw9yokTs3iFAo2VZZJYc/ddLXaf32FiuMTG6Wne+953E/gBUWYWGQ964AP4h7//f/zszz6Ff3zr2/jNl74E13XQGIbD+97/ATY8/Oc5Uo96+/YsSdV3KDqCgmczVfUJHItGmHC0HtGMTKNRx5IUXMm2kRKHljscbYScWG6xfXQc17WpFVxmwwjftUmVwrVtyuUSSsFw2cW1JI4lGCtYvaJ015JMVAsMZwrbkiYglJlaYa0US8vLzMzM0qivEEYR97vf/SiOlGglihPHTyDbyxybWzb0nbwpq3YadHAYqxbZMFLGI6f3SGE0p4EUSWR5XHntQ/mvD32Qe+/dRxRG3PjJj/PHr/pTRkZGWAkTrIJCdAQF2+sFnGwpsKWNpBtw0kgBBc9iYtxnWWSct3sSy7ZWldWqVf7P772CZz3zGTzrl36Jv/7L13LdYx7Njh3beovUAc6dMzbAugHWDbDuLLKzyhlbnxFbWamTJAmlUrnnWPVTEwF0rx5Mo5XK3SxTxKk1ef+GPmEP3Z2uGplnzZrNJlEUEQQBYPbz2c99ngc/+CEEhRKfuvEwi8c0lpJcctEUErhszzibN1YQls1Iyc1dAHNcaZoycyRmeUWyvCdluCyYnp7mMdc9lve+650873nP5cI9F3D77Xdw42dv4gm/+zSOS4EyAjSMlVy2DBWw84m0c8SnFjjYAob8jJ0jPsMFhzRNsW2LMFWUHcnuiQKPON/0V8ibqpts0FCRVtJiZrlNJ8lQytD2fNsiVtCKM0aLHtWChyVM9lBrTRTH3LPvXj716U9zwydv4Av/exML83MIIagNDfPTj3oUT3zSk7j0kouZ3rABaUmSNGOhk1IdqnGpW8QSmk6c0UkUQ3HGSK3Kvrk6SzPH2Te7wp2zDc4bcilWqrhS4HpGQTLLMoqO5KW/8SKe9cxn8chHP4aP/fdH+JnHXtdLN/uOzUU7h3tjoZfZFCCUph4mzC+38T2H8VoR15JYUuI5udxsK+ITn5lh7niEdFIu2F3k/pdPM1Srcc0DHshb3/L33PjZz/L0pz0FS/xwGkgO7OwxrfVx4Hj+e0MIcTuwAXgC8ND8Y/8CfBqzQHkC8K/aANIXhBA1IcRUvp3v7RjyIFSWZSwuLpEmKRPjE/ie11ucdGslThWE0qyyBbr/JKaPH/lSRUpJkiR0OiGl0mr0+ejRY1x//fW8+c1vplQd5pa75zhv8zjbtm5BAXsvLPK1u+YJZICb1zlIS1KpVKg3Qz5x0yGGag7XXraJHdu38ZznPJs3vuEN/MxjHsNFF12IUJpP33ADixFMj25FtIximBQwUfbYWPUpexY7xlaDT4eXIsTROsfrEWm+gCi5kl3jRbZVLBYbLbaNlnAkYAlGywH3LrRJhUWaacI0w5KSoVqZoaLbqz/uBp66jxKBUXPVWtFsdvjyl77Exz7+cW6//XbuuvNOFhcXcV2Xhz/84ezYuZNSqUTBEWyfGuaKlZAN1QDfkbi2RSMV3Hpkkc/dM8utB46xZWqc6VqBUBkV32LgkWSmNUkjTHn8U5/O1276NB/9748ipSSOY7Zv34aUgmrg8pBrpllebrNzs2mdIjCBRaV1r7lrN+BU8Bwe9eCNJGmG5xk14aVmxEojYqjsUC0X2LhxA894xjP5jRf/Oh//xCfZvv1XzrqFycB+uDbAugHWDbDu7LJv64z9qNPZ3QLOlZV6L/uVKY1Yxxfud8yEENDXANCou+jcqVj9/HqlxB7VUUrq9QaBH4CALFO02y2+9a1vsf/QYRxHojLFsbmIvVnWi8SM1IqmqV+feqPO0+nFmkOYRpQ8q3tEPOuZz+CDH7ier3zlK5x/3nl88IMfYnLLDuzaOLKRotEEjsV4yceSgrJrsXm4QLXgYgsDMCXP4bxxSZRqui5+KzHRg6JvY0nTdNlUyEHBs3nwzhEsKamHpoFzlClQkGaKZpgwFNhsqvlMlJycvmkcyv/40H/xWy99KfOzM7iez/j4OI96zM/wmMc8hvs/4FqmNm3FcWw8xyYTguVOxpGlNrfPtGjFRnWnE+d8ZgRoBcJi00iVHWMVtrdjvnxoidvmlwgWZ+iMFqiUK1QrZVzp0Epg8+RmXvzyVzB3aB+f+uQnePjDH756P/sc4DXN+hDU2yE3fP4Ys8cygorgpx48xfRouVf8KYRkYanFzPGQLBPIzObOfR327smoBDbXXH0Vb/n7v+PjH/8ET3vKk9FyoKp4LpkQYitwGfBFYKJv0XECg4VgFi+H+752JH/tu16g9ONSGEY0Gg2klAwPD+fKYerUn88DUFqZJYhlW/l6ZXWxAkZp1JxX3trBtmk0GhSLueqXgNvvuINKrcbuC3bzxdvmuefWmE4944HXbMIWgkv3jLN5UwVp21SKTm/+CaDVCpk/DK0lRXqRwvUdHv/4x/P617+ef/6Xf+G1f/Eawk6Hf/zHt7LzikegLQelTXH3cMFl63CxF8XtBp8sAWNFi91jBSYrHmQpwrIJ45QNVY9tO2tY0sIyDGcsIZiqeAyVfA4stqmHCVoburhnS1ItaEYZYyWfWsFdDTwpTavd5mtf/zof/8QN3PDJT3LrLd+g3WrheT4X7NnD83/1V3ngAx/IBbt34ReLaK1YbKfgBpy/bSPnKVPr0U4yWrFiuFbj3vkGizPHuXNmhTtm6mwf8ilXKjhSIG0HpUFnKbu2b+RpT38a17//ekqlEpZtcdHeC3tBtW3TZZg27Vt6Aaf8v0YnYWapReA7TA6XcKUk8CSB56C15sDxBp/5zCztliIoJjzswdNsnChzzTXXUK5U+c///A+e+YxfMONggG/npP0wse5U9P4B1g2wboB1J9t3khn7kaezFxYWe/3AkiRFa1MIaLM64U5V1LmmwFMY6VPRJa72vW+yZ6u1Zo5t0253SLMUreGj//M/3PiZz1CtDTExUmNyqsjn7aO4BbNN0BxbalNfCZmeKFEpuKbZM4AwPbQefO0G4ihmtBrkjqDk4r17+MVnPJOvff2bXPfYx/Lpz3yGK5/0K2A5aBIKrs1wYDNR9tk+EnDt9iHKno2UgixLe8duS4GwNEqZtG3NNQ6YRa7CI6ye4+lJwZaaRzhdoNUJuXdRcghY7iRk2qTCtw0X2TnsMRKYurCDBw/xN69/Ex/8j+tBa37txb/Bddddx57duylXq8Sp4lAj4+6lhKKn8e0MWwqOLHe49USzTxnRKCV2j6UbuUKBLSVbR0pUCx6fvUdy4PAJvnlkmdFik0KhwPTkBCMFB6TkvD0X8fUv3USn1eTDH/lv7nfFZb3J1D+plM6jaQjuOdLi+CEFStKc19y7v8X4SAmb1XYHnm1jWYJYgdRg+atRt+3nnY/nB9x77z2EUUTJLv7A6sZOVYi8OmzPPpA410wIUQLeD7xUa13vvydaay26fOfvfHvPB54PsHnz5tN+TmlFp9Oh1WrnDeszTAZfnIR73UBVfkxmTOV1Ewbzevs+abxprbEti1arRRwneJ6L1ppmq8XBAwf5zGc/T216L4iYE/MJcZLiOjaWJRmuFrBFHw4jUFrh+S7FYUG1YPoVKq3ZMD3FM5/5TG745CdptlrcfscdHDh8hMufeQUzOYvYtSVjJR/PElR8m22jRarF1eBTNXAouBZxhqEfK00n1RRdC8eWCCGxBb0TvnCqjBCCdpwRJkY9NlUmoNeMUqq+zaaqx1TZNYEnBWEU8jdveBOvffWfE3ba1IZHuGDPhVx77bU8+tGPZscFFxIUK0bIyJa0E81cI+Rbx5ssthPaiQk8mcb3eZBMWEwPldk2WmZHJ+GLBxf51uwCpcUOrZE6lWqNaqlI7PssR5qHX/ezVIfH+dvX/hl7L76EsdFRAKQwz5X10twCQbMTcsPnjjBzNKNQFjzyYVNMjZZNrUb+2cPHVmjWFQpo1R3uOtRgw0SFTRs3sHnzJm7++teZmZlh+/Zt382QHth9xAZYN8C6AdadHfZtnbEfVTq7fxIJIWi12xQLBRPd0GZw9hb0vYLNU+NED1DygXvq5e3qd23bJowiOp2QEydm+NNX/Rkvf/n/R6FYYHiohpQWj7pmKwqBkpJmJ+Jz/3uMpRmYnm7x0w+fouC7PUfAkhZDRQlFt7dv27bQWvK4xz2Wl738/+OuO+9GBzVqOy5mLkpwLUlQsBgJjIrheeNFXEuQATrLmJmZ46Mf+zgH9+9DCIlSGVEYERQKaOD4saNs376Tq6++iisuv4xqtUKXZS2lYMtYmYdIwdblhHsX2nztyDJRklHzbS6errBltIjt2ERRzGv+4i/5p7e+hQv37uXNf/d3XH7ZZTiuQ6o0x1ciDi9GHK7HNCOjghg4Fp04Y7beIVJiDXAqbfqRda+NeQ2UNjVsRcfi6m2juCrixEKdNE0RWhE1VzgwLyn6DmWnTKk2htaaDVNTJ4F1d19aw0K9zR376hzYFxuZxXwg3HF7g2rFYs95I8icOz4yFLD3sgL37lvGsyR7Lxsj8B2QgsD3cGyber1BkiQ9gPhhCXn0b39gPz4TQjiYxcnbtdbX5y/PdDFMCDEFzOavHwU29X19Y/7aGtNa/wPwDwBXXnnlaW9wlmbMzS1QqZTJsszQMTRooXvBnvWLkq64TPc1gZEW7lujrAtCraX2tFotHMfm9jvu5E1vfBNRFLJxeopdF0ygxAnSxESjM6U4MNNkebHD1o0Vhiqmt0t3mVIt+/zMT282VONcttnzXJ733OfyiU/ewNFjx/nYxz7Brvs9BG9oEr3UpuBalF2LDVWPHaMFHrRjmKJnIRG9nkE6r1t1yMz5Ao6d17KqfN7Y3X6AMFyw2TtZZGGlQGALDi9bHF3p5E1WBTtGS5w/6jOcB56++rWv82d//ho++5lPsWv3bp73/Ofz4Ac9iKmpKZCS+VbC4XoGYUjZs/N+jSlfP9JgJUzJlMGzJMsQwhTld6k1AJaUbKgVeITv8lkpOHDkBO1ORG25TaVUJNwwwXDRZUPVo1CtEUYxn//cZ5lfWKBYLKyOy/xKq5yOr4B7j7U5cUihlaS5CPceaDM6VMSxZO/elwMXZBuUQEtFULRQWlMsFtm4ZTt33XEHx46fYPu2bZzmQfld2yDY9JNhA6wbYN0A674/+26x7kyf/65qxn7Y1J0uxzUIfOr1xikXvusX4Ovph71oSpaRJqlp3Ns3gWFVVKd/kgsEjWaTD37oQ1x62WU865m/gG3bvUxJ4DqmYBRodhIaC6AzwbHjITd9dYap8YBNU0UKvunD1QOSfI8yP7/du87H91ze8c53cOm1D2cllXSSBAHUApvJWsCth2aZb5T5qV2jjFYCk7WxJHv37OHTn7qBL3/pywyPDNNoNGmsLON4PnEY0mi8D600uy+4gEdf91he+uIXUa5UsKTAtyU7x8tsHlbsGAlI6xn1ZkS1ZLOx4lN0LZPe1xrbkuy5cC//8JZ/5NJLLjLXAZP2vncx5N75DguthChTveyccbJM42itDBUyzZQ5d2mugS3NVRBCQAaZ0mTKwrUsdm+awnddGsuLFCyN7zpkStGMUsCiNjqB63rs3Ll9TW+RfssyxTfvnuPObyTobO24iUP4xq1LbN5QolY2fUc81+bqvVNcvnvMNKd2rN59q1bK+L7H3OwsjWaTWq16UsTm+7F+vrxSCtu2TWRInD58MLAfruUU67cCt2ut/7rvrQ8CvwS8Ov/5n32v/7oQ4l2Y7P/K91JDsUqXNpHXOI57D3+ZYyKwJgh1KqDv0nXyv9a+vo5BIKXEcRxa7Ta+7/Enf/IqHv/4x7Fz5052nX8egWtx7d5pEmVo3I1OzBe/NMPyLBycDnn0T01T8Az9RAgzt4eKXg9bu9nnqalJLrvsUm688bPcc+8Bdj3kaSx3jGrscNGl4kq2DgdsGgpAK1JlYZGxf/9B3vO+67n7jttQSpNmpolpqVJlZWmJJInZe/ElPPxhD+Oq+11JqVRECHN9Sr7DNTvHmB6JOFaPuHHfAiudmJIjuXi6zJbRErZt0+l0+NM//TM++pGP8NSnP52/eM2rGRsfw7IsWoni3tkmB5ciZpoRYarxLAFCsNQMaaWriz2tNZnGMBO0WQZKNFphGqRqTdGVXLV1FE/HzC6uIFSGg6LZaHBwwUVKSXFiK47jUiwWTFPZU7JANPONDt+4bYGjBzO0Wr3Pt91ap1QQXLR7zBTPC9i5tcpKFLNwvM7YeIGLdo4iLAuhFJVSkSxTLC4u/cCCTWvGGWsXHmd709VzyX6UWNd/zwdYN8C6cxHrvpMg+3fsjP2o0tkajW072I5NnCS4jtObUN0JCqzhFfc7Yv0nnaRp729TEAoIer2nut8RwvSaWllZ4cbPfIbn/PIvEyvBzd86zlClwPbNQ710tVSaZrNDkpqN6VRy560hd1kdLrykzf0v24BlTsQ4cqx1wguFgM1btvKRj/w3z/yzpzETpr10eyvRfOXuI5AagFru1Kj6CZllMTI6Qq1a5a//6i+NuEWhQBTHdDodHMchSRL279/Pv//723n7v/8bt99+G/e/6ip++pGPAMAWglhrsjjlzm8s4hxNGVISVjRfWDzG0u4CV108hed5/N//+0fUGw22bN7Uu+aphk6cMlMPmWnEpEpDBp4l0JaFxki2tuOMxVbI7NIKJJEBL8fBdRwc2wLLRmQJWZphWxLH8ykFhtd8/oYxVsq+EVPxfVPDB6YJdlCkWK4wNbWB041rIQSeLXOQ7H6o7+pLtWbcCClxpKGVdu9BdxIFvp/TV9u0m818S9//ImLN+ExSlldWSJOESqVy1nKZzyG7FngmcIsQ4ub8td/DLEzeI4T4FeAg8LT8vY9gamPvwdTHPud73XF3vAa+TxTFFApBr36iH/fg1EGo7usqy0iSBGmtNkntPRS6FJ/8s5Zt02w0+NZtMxw9dozXP+MXqdWqGB4COJaFbYPS0ApjWssatGTmRMQnPn2MiQmPXTuqVIreScfYDXlZluSnHvEIXve617F59yXYw5MsdUwkOLAtxssBN997nMMLJZ5wyQamXAc0jI2N8HNPezJ//brDHDh4iPHRURaXVjh+YhY/CFhamOeLX/wSb3rD69l5/m5e8Yrf4QmPfzyOY+NIGC15DBVctg15rMyEzLQkniUYkjaOMFFny7K44IILKBaLvPa1f8H42CiWZZFpzVwj5q75DsdWQhqRUfDK1KqKL/m1b8UJUZJTrKRESJkX/K8+Y+IU4szGtiTnb5ok8BzC+hKBBYFrkypNK85wLJ+gVGHD1ASl02CB1nDP4QXuuT1EpWvfTyK47e5lzttWpRh4ABQClwdesgF98ZQpiM+PXWnB2OgIWZZy6NDBHyju9AtZJUmKlALXdQeBprPLfiRYd6oA5gDrBlh3LmJdNwB/OvuOnLEfVTpbmDPAsiwC36fVauF7HpZlnZSizo9r/XGaSZpPapVlkFPSup62zp2kky6EbRHHCUuNNlu3buXQsWW+9pUO1VrM9FSZkuegtCZKUg4dimBd5kVnELYVUoge9/UU1xEpJdt3bOfI7CKqUEO1M6QQpFnKgRMzaGD7hkk6iebmQ4uE2TAaGC44jBZdykPDOMKkqQulIiNiuJeTn56a5JKLL2bz5i3cvW8ftWqld6oaTZKkfPp/Zzmy38isCgQoiJuCI0c7XLorJigWGB8bY2xsdN1g0oSpKdwE6KSKocCm5Nk0OzFH6yHLHcMpXmq06awY+dMszbCkMH2+XJtiYOh/AKkCS3ZYsCyWA5fhSpFyscBwtYxjSWxLGlUhKWiGiemj4ftGkugU40BKwaW7JxmtNGl2EpqNjGZD0Q5j8GD7liqVot87L9l3fv1DQqOJk4RMKbygQFBYTaF/P7ZKodCkScri4iJLy8v4nmcm7yBi/GM1rfXnOD2B4RGn+LwGXvSD2r8QgiAIaLZaBNoH6AWhuvbtglBaa5I0xdZW3wKluyhauy87V5z9whe/xN49eyiUynz+5uMkEdz/iklKvgMIhNY0GyFJmu83kxw5GHP0cIyQmisu6qMOr0GNvP5y+3buvvturrjuF1kMTT2pANpJxpfvPoyF6X14bLFJxZVI26ZYLFMoFHjta1+LJcG2LLJcgtmocEXcs28/f/LKV/KRj3yYf/j7t3DdYx6D6xg2A0rR7sR8+QtztA+GFJWAJty8OMv8MZtHXLuZgufxh3/wf1BKUSgEPdxOFdQ7CbONuNcSxNcC2zfHEKaKVpyx1A6ZW1whbjcBjeW4uI5ZiNiOi6UzstSowDmeR6lQYLzsc/6GcZq1EkmaUiwEBK7BwxiJ6wds3rzZ0IBOsZAVQjBaDQgKEVFHk2WsRowlBAWxRlCqq0hmYtl5RBhTS10sBKaPZ6P+A8n69y80lFLU6w0ajSaFQsDQ0JDpETSws8J+VFh3ujE1wLoB1p2LWHemNd53oqb4I0lnm7SzSVPbtkUQBCwtLUGetep66WuiH6ymoU+uHzL/0iwjy7LePtZfiu52uw6f6VUBwhZIJyMIpFm0CwFKM7Pc4sjxNrD2YldqFhdeMGL4vZx80VdvnsD3Ax74yOuwPI9CEjO7uMyxY0dRWrJt2xakZRFrONaGuXuXTL8w12K87HHBuIkitRPT+wsEriWYrBUYLbpUqlVe/v+9DIHGdZzevtvtNp/8zE3MLEwDaxvfaZXyhU9/hN2bH8Xll+zNQabvemJ4y+Nlj0s2VBCiwb6FlmkCnSkWWxHLnYROajJjjXZIpG2yJEZlgFI4EuIso5kmFH2QOkPIfDIpRatRZ25+nmqpyPTEKMOVElobB9AW0Ox0iKKII4sNRiYiRkpefj/XUhSKvseu7W5Om4Q402itQGW4joNlyTWfX29dZ/5bt91Oo9Hk2gc+kJGR4d51+F4n8RpHLE1ZXFpmZWWFJI4pFgrYlp2PjoFDdi5aV1DI903wKc2yXtAC1oJ/P32nP2rcH4TS64JQ/YJF3dcNI8BmdmGJqY2baHVi7r6rjY4tLtgVUfIN7rajlLvuaa0LQJlosOdZpuj+dIsuBEPDQ2zavIXJ8y/iUAaWFERRxMzsHMKy2DI9SaQl3zzepJlZIGCk6DJd8RgKLCxLmHoSaWFJ836xWGLvhRfwpje/iXe952FcvHcvjmP3zi1LU756yzwH9oesmVWpxeJCTNgJKXkuxUJhzbzuPrw1AteWPTp7ULTJlGKm2eF4MybONHONDmGjSRLFJGmGRQdbgOvaFH0Pz3MQWpFqgdWJWVppsLhgUSsVGK6UqZULOXVbECcpMtO0Ox183yPWovdwXkun0WzbMMzozxRpRyntdspKQ9FqdcCB7Ztq+J7TO5/1hfBdU5lipdHEsiymN2zkB1VE0W1LU683mJufR2UZxWIBKU8/RgZ237aTguYDrBtg3TmKdWfCwO8kM/ajo+7kc9BETUy0JEtTnCCALDN9xNalqrvWnznrRS7y1/p7VvRP0l7j6Dxj5fseAsXy0hJX79pF6ac9yoFN4Nm55y0ouDbVqoVWRkmnNmQxPVZg107TQPnbWZqluF7A3gc8lAMtyf6ZJQ4fOoRCsHP7ZmqlgvHrhUUnUcSZadQXpopGnHFgsUOUpHSSlIJjU/RsAkcy21bsnSwyUfbwHGdtpid3TG763I2cWPK4eO91uJbpuRGnHW7+6rtZWrid4dpT11yfHhBiUvllz+LCySIOmclY2RZZmjBSsEjxqIcJRcdCZUUWVxqEykFYFirNiLOMTEt0nNJJFZZtI1H4jiRJFDKNcaUmUwrHdbAti7FqEQEkSlOsDqM03Htihe3bM4ZKRgFRC43sjZvu+eZRNgRSaoTIGwb2Rcy+XRbqhk/fiO97vOIVr8DP6ZLfq60Zs0rnUZQGGiiWShSLRRMFzM9nsGg5t6x/weHklN44iigUCmaxkWNYv6pY93tSyh4ht4txYGgT/UGo7vtdy/IWHbZto7KUJFO4rs3olIOMM4qB0/vuSrPD/FKIeVyYNLzrCc47v8j524ZzdBAnzSmtNQjzMHzQTz2ayakN1Oc7HDgxy6HDR5GWzfbt27BtQ19ZjAQrR+u4tsS3BCNFj801jyhTdBJFlhoaSMWz2TZWYrrqMz4xwUt+/YW9wEy3DvOd734PM/UKRXv3mvNP0yYffM/fsW3q2TzkgQ84ReAJHCk4b6xAwRHctH+Jw8shthR0IhMlVtoU+as0JdKSRJnnTKIyJBCjaWUJXqKRaFxLmEWPUjQaCUvLy6yUi0xPTTFaKSClRZwqbNtQl4/MLrJvpsHuySKObffOq3s/bMtiqBIwhMG6VPcp1SJYX0Oz/p5orVlYXOJzn/0cmzZv4Zpr7k+XcPO9YM+p8G1xcYk4jvFcFycPCg5sYAOsG2DduYp13Uzd6ew7UVP80VN3dK6SIyXtdpugUDBREIB1k7RrXYdrTU1QH3fYHNYpHA2xOrGKxSJjw0PsP3CQhzz4gWyZ7CssxEiYjlYL/PSDN+W0OYeiZ+HaFrb1nVEwjh09zvve+x5eeOH9SUSFhaUlEgU7t25kcmQIzzIiF6sXQpNoTZQkHI1Soigm7rRJtMD3fbZNDDFecmlGKQuNDqNFuzeoV08WSsUCf/D7r+Djn/wU733fP+IWxvG8Kl/9yv9w3vYJXvfXf8nkxES+11WHoEcBzK+fbUl2TFYZGypiCUEnyVhpJxyrR7RjRaY1x5ZafPOoz/7liERpkjghDKO8ozqgNdKyUSqjHcfYWhFjojEiESRLLYRXpFwMKDiGXjA9NYnnuZB0WGqG+I5ktOxjI3q3df0xg+nH0TV5ivfXW3eydHI1z/PP22kKRL9H68+IaWUkdZvNFkIIatUqpZJJ4Wd9gYYBXfHcNSklQRAwOzvL8PAwWJZZmKwLQp2Ke97DKiGMClVvTIleoKJbm9HdjuM4jI+NcPPXvkbBtbnuQVvRWuO5dm97w5UCF5xfYmZe4Xs2k2MuG8aKjAwFJrN9huGqtebue/Zx0eX3oxh4RPEyx44eB2Fx3vYtjFRLhuNtmUUKQJwqklTQjDvcM98kCkM6qaZW9BgueFQCRSralBxBreBBH7VJIJDS4n5XXsEb3vw2/NIsWzZege34LCwf4XOfegtXXLaTiy/c02NjdCPpWmtkvtwqeRbbRgLCNGOs7OM7kpVmh5InOdFMUEoxVvTYP7PIvDC0mDSOUXFCJizQApVopGPTSRSuhCzVyEwTWhohOliLyxQ8h2HHQgEKwfSmLSzXW7QziBVY2iCS3fccgrzAFUP/ln1Li/6n3JlwZLle58iRI7zid3+H7du2fs8BoDWLEzSdMKTZbJKkCZVypaeSpvX6qPfAznUbYN0A684lrDuTIwbfpZrij8qUMqonnXabzHWRQqBPQTEEehzjfkesX+xDrac1kvvTfdzj7vcD3+O888/nq1/5Ms96xs9j5Q7W6iIfbGlRKVqUCx7dGrf1dnqKInz285+nWB0mdUssLkeEqWJqeorp8VGqvp3XZJnjbocxh+dXSNpNhGWR9iJGEtexsC0znUTu5GgNGQKn7zi6mS2EEQ+57jE/zYV7dvNP//wvvOMdb+QXf+EXeclv/DrDw0PY6524deek88kipaAWmAbRVd9iouSyfbRAlgNMlA3xqD0T3HaiyT3zbdpxRqY1cZohBcRxwvFmzMxKi6WORdTugNSkmcCVNiKooIWkE8UMF4pUfRubEo7jcGy5g3OsQT2Bou9Qci1OFan6Xqz/PqW5g9SNuH0/2+s2Mm80WzTqdbTWVCplhmo1MqVI0zSnfGbYzlk5JQf2I7IkSUmShDiOTT2EbffoOKcKIPXkf/MgVbewWp00blcXKbB2MbNj6xauf//1JEmyKiIjViN5gWtz1cUbSFKFkAJbCKQ8fW1sv6Vpxr//278xuv1Crth6GY12SKph+5aNTA7XsIRA5g94rTVRkpHEEZ0oYamTkCQJKk1ACJbKZYINIxSVJo5TOlFEJXBPog5JCRfs3sWrX/V/+MB//hfveOf/pdVRLM0f5vnP+xWe8+xnnVIsZxUvzfVybIvdU1V2Txr6U5TWWOnErITmOdPoxNw1W+UrRxsstmLiVNEMYzpJSpKZGgotjbxyFIYIpUm0JMs0i6mFaiUUmjEl3yVwLVzbZuOGKe69+25WVurcmqXsmqpQ9m26GNfD87V3tu/3tff3dJbEMWmaUCwE5hn6fcBnl64TRRHLyyskSUq5VGZkZIhOGKExeGp5hh4/cMoGBgOsG2DdOYh1Z/DHzs6Vn4BOp0273Wal3mDDhg0IKaGPM9w9yfVRk5PoiOs+d6r7sLotuGDPHt721rfSarWpVMqnPUSZFx2uOewzZlwgzRRf/NKXedRTfpG5Vso9+w8SCoepoRpV30jwx5mik2TMrTQ5tH8fK+0QLI/xoTJTQyUCx0JIC8sLqPo2Vd/BsyUl12a45OUZupOPows6tm2zfdtWfv/3XsHhI0d56EMfwvDwUM/x/HZ1URKBm7/dzUEKYaIZyjKubtGxGA4ctgz5LHVSZpsJaEXFtxkruggBy2HK3bMtvnjvLN84tkKSZoSJopFCpeCxZaTERNljuOAyWrDJEoHjF2jZZQ7VY4bKWa/HyA/atNZ0Wg2UMvL8p+Ikf7vv937PJ2+73aHdaqE1FIsFhoZqWJaFUBLLtlFZRpwkWLY1WKicw9bpdFhaWqLZbBJHMa7rnjIg0Asurcuo9grg+17rhgROiQtCsH3HThYX5pmZnWX7tq0nfay7IPLd0wsTrbfuMc3OznJsZpZH/vLLOLzQYGalycjEBBMjQ5Q9iyg1EsmdOGNuYYF7jy+gsoxS0SewJZaUWJaF6zhUPUlgSxOhlhaW7eRButUFW/cBLqWkUinz809/Ctfc/378nz/4I579rJfyjJ9/Op7n9vDutNc1P35HgtbmNceTlFyfqUpXCKrA5ZtrPGpPzB0zLY4sh3kbEcFIyUUrzT3zLb5xaIHbZ+ost2N0Zqg/fsGnWC5TdC1cSzBSdBn2JJVSAeUWuHk2ZDKSDJf9fIFy+mv9vViW0/7jrlLB92C9YJM2UeL6SoMkiXN8M0XsmdIkSUKSprius7rwHThk57wNsG6AdecK1nUtSU9/DGedM9YdXLVajRMzM9SbTcIwpNDXFK7/wsDqBAKjxNj7ex1t8UzWzaztOv98Dh44wF13382VV1y+zhNfmwnrdQw/RRr9FHsgimNWmh2KG8/ni3fsZ2apzuTUBkaKHq04oxkl1MOEMFXMLLVYiQUgKQcuu6eH2b5hwjS5E4KCY14fK7lUA4fJsnFaVlnVayl5/RkyS1pkWUrYavKVr3yFax9wDYFv9X/tlBNhvfMr+4EBjbUO2RxLMlZ0GCkaQQ2jNGneG7MkI9scLt9YYSXKEGhaUcrHbz3CwaWILcMFXEsyVnTZUPP48Ke+il+qUhoeY6Tosqnq4Hs2Pwx3TCttsrKZyVp1J9V3vR00aZrR6XRoNpumJUGxQKVS6QGklIYX3UkSdJLgug7S/vZRuIHdN831XKI4ptFqsbyyTKVaIcsjxXBqrFkzL/sYAL33T7Ov7oJ4qFbFkpKbb76ZrVu2YFmr0df1xfCn2vfpLENz17797LniGup43H7PPUShYnJqmpJnE6WKpXZEM86YXWpw5OBB0jTGsh1GqkU2TwxTcG2QFq7rUAs8Kr7NSMll27CRc16Nua2VwO4+RzzPZfu2bVxz/6upLy3iOI4pjGc18HS6c+iprYq+qygEUqytOJgse4wVXdqpEYxyLEnRMXP4mm1DPPHiKe6da3DL8QZCa04st/jqoSU2Vn12TVSoBQ4jRYepssPczAlGt+2mGaboCgSOdbq15fdlYadDmqaEcdJ77XsJNimtCMOIZqNJmqb4QUCtVusJDDi2ZSLTSUKauWuEGgZ2btsA6wZYdy5hndaaOI5Pu6+zEhkFgkrZ0LjmF5eYnZtne2krQhgFnfXFmr3v9f29vn7sdNYfoVNKsXXrFqq1Kh//2Me54vLLeoIK3+sk7ZpSmrnZOSrDoxxYSblzpo5TGQbLox6loE1n8ygzfR5GygGBHKUgFZedt4WH7RpnQ9Un0wrPMoWdti2xBXlNk3F0Tnck/RM3Uxlv//d3cPDQYW666SYOHTrMS37jxWzfvs0oMJ7hdE53rqeiZnavm+jxflfpAAhAC3xH4ro2Ahgqan7xmh3sm2txYDk2kQalmK1H3HTTF5g6/2JCHHxLMD1UwBZr6Qjr7Uxc89OeQ16w2um0edCDH8J4LvH/nUZp+qmJaZrRarVot9u5I1akXC6dJHvqOA5RFOXp7/i0kayB3bdNIPBcl9GREWbn55mbX2DTxo0I1lJt1nynLwjV/Vsphf4Og1AAvu+z96KL+K//+jCPf9zjzlj/eqaF0kmmNPvuuZvJnXu5Zf9xjiy2GNuwkaGCy0qY0IpMK4woVaQanEIRL5Hs2LyBh16wga1jVZLM4F0tsKkWXCq+jWubBYAlMPUlp8OkPPi0uLjIxz/+cRYX5rniyiu55v5Xm4WKdfqgx/rAU/9591gR3TUhAktC2RVoLRF9tCdLQtW3uXRDlUs2DiEEdOKMW44scnApRkkbx5IM+RZLiwt86Ytf4lEv/AOqRZ8dwx4jJbfXyuNM9l3Vm2rDPBFAuVzKMfq7xzelFO1OSKvVIkkSgsCnXC6bqHBulmXqcbIsIwoj7KJ1yojxwM4tG2DdAOvOKazDtGFIkuR0uzu7nLH+QWBZFiMjIxw4dJiFxUW2bN7Ue6//J6x2a+9at/6mS1lc06+Ctb6GqYMySommmNPlflddzfUf+ADXPuhB3P+q+5k+UKex9QPjTANlfmmZ3RdfzjeXmyyHUC0JVjqJSfc6kkSZ7FHgWtRqBSrTNXaPBVy+eZjNw0GuVLOqiaP7MjY9yuC681tvaZbxuZtu4iMf/R/+/d//la9//WZ+//d+j0/d8En+39//Px7y4Ad9T1mg9bZ2gq8DVQSWwAAMkiyf6a4lcLAYL/ukWjLXjJhtxDhZyNEjh9j0sKdzcLmDEIJ75toMFU4NMmuiGWhUvn9Jv/LiqekGhs+tUJniub/yyxS/ix5jp3LEOp0OWmsKxSLFQqH3IOlXi7Isieu5hGFEnCTI8GQK7MDODZNCMjw8TKlQYHF5hTAMcVx3NQrcR7tev2jR2sgcd39fHY8nY17+xR4+PuDaa/mbv/5rDh48xLatW0z96PcYgOrOI6UUC8tNKnsv556bj1LHp6Qkx+sh1cAhVUbl1ZaCqVqJDdWA8YLFVTsmuHrrELXABGksKbByCpIUoBFkwDqiwppj6x5DFMX87evfwDXXPpD9++7hGb/4izzlqU/l5S/7bTZsmP6uz7F3zfOdr9Lfc4qUWEv0NoEcELZFlt+IwDMLlkox5shyRJJm3LsUsbBvP06xgqpOMduIiLKyuXdniBZ363j7Xjjj8XctiiIuv/JKnvKzT/qOg01r6NdKG+p1u00Sx/i+T6lUxHHsdYwV8DyPLMtI0pQoivA8Pz+pgZ3LNsC6AdadK1iXZRlhJzxjguiscsbWmIBqtUKhUGB5ZYVms0mhWDzJ2emma6VlgdZrnDDgpJNffxvMdswI6HKQn/TEJ/GNb97KS1/6Um74xMdO64ytFwA53Xv5CyzPzxJqiztOrKAtG6SkVnApejbNKEFpGApcdo2XmK54XLyxwqaajy3MJAbWFJL2n0t/fOfMg01z9MhRXvay32brli1s2byZ7du28rZ/+mcq5dPXyH0vtrZIdN17fa/20xu1JRmveDi2pJ1kLLRT6nOzDO26guXKFrJmRCvOGCu57BovMlp0ThktUt1pq8lT7eYud+f6+vvTn/bXWpOqjKFa9TtKma+vEcuyjHa7TafTQSlNUChQCAJs2zrl2BRCYEkLS0qUUiaVPVirnFPWH7zwPI+hoSFOzM0zv7DA1NRUL/rbP7d7uAeoLFujHLZGVbbv/65150F3v/e78kqEZfGc5z6fN/zNX3PppRefNihzukjxWtwRKG0kpBdiyUIzRvoBSaoYKrgopY3yliUYK/lsqAZsHy1wyXSZybKLa8v8+OQpj2J9PPtUmKeU4sbPfo6FpWX+/GW/jWPb/ONb38bfvfnNPOhBD+LJP/vEU57Hd2P9980EwvruTx506lov6CvA8l02Vs037plvE8Yp+/fdzYarHsXh0MZKmhQ9i80jBbYPBydhXH/gp4tr3XsqT3vnVvcfRTE7tm2jWql8V+fbXXh2OqFZnCSpwbdCgOuuFq33L6Bt28KybdIkIYpibNs2fRW//5jfwM5y+3blDgOsG2DdfR3rLMsijCKyb5PBPWudMYHAdVyGh2ocOHqchaUl/CA4qf9E14HqHyinyp517VSRkzV1VUJw4Z4LeNKTnsSNN34G3/dPu62urelfdQogANBCsLy8zKHDx2l0pnALRSaqRTZUA+ZaEZaUTBQcto+WuHAsYNdEkWrJx5YCuWZ73542eSazLIunP+0pPecD4IorLueSSy4xkvjf43ZPZ9/N9rTWZNpkzGqBQ2AqSpk/fpjl4gajtohRZlzspD2nbP02dP4zykyxrNIQONJwks8Qeune4zTNCMOIqOsUfReXpCvW0Wq10FoTBAFu3vetv3F5lq1OzK50vm3bxElC1teofGDnnkkpGBsd5Vt33sXM7BxTk5NrHPeeCdM0vYcxp8C91S6B6wZyH+4BTE1O8JKX/hZ/9ZevxXFP3StlfdAB1uLdWozUZEnKsaNHOcJxkkwxVPCYqgaUPIfZZoeK5zBR9rlossjOkYDtExVKbt7aI6fk9HBVnLyfb4ctUkgecM39ueqqKykViwgh+PUX/RpP/tmfNfTjHxDWnY7OtGbxctLxCyqBy0YhObgUIlAcW2oQbdhLO0xwpOTehTbHVkJ2DJ+6z2GmNZk2LTMQGKU1eer7sf5cwyjKFzffPuqzPugYhlFO10nxAx/fN8JRqwtk0Fp1byEAjm2T5aqx7XZnzRj7Tuu6B3bfswHWDbDuvo51lm0TR6ZWzD5DzexZ6Yz1bjiaoaEhLClZXFxifHR0VUGnz3ry9qx1riDvPwZ9zpKxtYV5GvKO7lprPM/loQ9+EPvuuXvN/ro3szvdwfSJWGyGpJlmuOybBX9uSaaYacR0kgxPapYaLRbmF6gNT+NVCmyoBURZRuBIyq5lhClqAXs3VhkuOJCnfU8dL/neTCBOqkkSQuC6qzGGH7RD9r1YnGa0wgRbaPbdfivWyCUoYXrNlTybybJLl8zXn+nSQKwUx5c7fPNonQNLIYFjcfmGEjvHS4AwHeSloOjZ2LIr9rK67yiOWak3aIfRaY/vVM650mbyNRoN44gVCjiuUTPqRlDM5DXFr0A+sc33u40pkzgeJMbOYROInAbhMr+0TKvVOolKI/LFCUKsURnrvtcNSogzjKT+4IBt2zzg/vfjk5ddTqlUAtYvSMz/GvJIb4bWELgWllzl4WdK0YgVAk0aJxw7fgJGWxQDl+mhMhNln9lmyFDgMhJY7BwtctF0hR2jAVJaCJFnys8AQd8pPgkhTO+XvgeA60o2b964Svf+AWLdmag+6y3TGgtI0swIBTVXmF1cQY2UyJShSpc9G5UvPmDt/ci0ppOkHFwKObDQwZKC3eMFpqsBSujeAtQS+bVcNwyWV+q02p0zBhlPYnvkVKhGs0kSJ/iBj+u6WNIyx4lGCMgyUyYgLcssmoS5Do7rksQxSZIYYaTcBs7YuWsDrBtg3X0d67p1YrZtY5+hKfRZ6YzB6sUZHhpi26ZpXMcx3qnvnZJL3LVTZci6Ker1dqrPdq1UKlIoFtZ8L8s/IjEDJM40d5xocNdsC8cSbBpKGSo4hjOqBfvnW9w912K5k+JYsHC8ydzsDHryKoYrJYqORbOxwiVbplBK49qSoYJD0ZEn9ZPoP+bv134QNWE/LOu2vG4likasac4c4tBii2zzCJnWFCQ8dMco548Wqfj2mkSXRpNqOLjY4VN3znPnbINmnBHYkjhVHFiOaYUxcQa1gsvu8QI7x0t41mrGEQzHWEiLqcmJ7/i4M6VoNpvU6w00mkJgUtl27oh1e7B1+6R0Hw5pHw9aYCZsKsQaPvTAzg3rjzrats3mDVPMzc3R6XSoVqtrcI++zHYX37p/dxugng73oC9j3xfNLJVKjI6O9BS4wGT9ze4EShvcO7jQZt9sE9e22D5WInAlSmkSpblnrsU98x3CKGbU18zMLzCSpfiFGuNlnzAMmSo5jFcKSAGjJZfpqoeTP8zOdF2+22tprsHJi52zIdhkS4FSmkaUkSjNvm9+hbA0QWqZ59u2IZ/LNtaYKNknLTEVmqVOwo13L/D1w4ssRYqSa7HSrrJpOKbejogyGCq67JkoUiu42OtOeWZ2jnK5zLdjCfT/HUYRS8vLJLEpYPd9v4dv3c9nffgmtcaSq/q+UphSgHSdvPOZFkkDu2/aAOsGWHcuYZ1lWdi2fUaxmbPWGeua73vs2L6N5eUV0jRBa3etIyYMl7ib1QLWvN8r+tNr5UDNS2sTl/38Y9/3GBkeRpyiRivVmiPLIbedaHHbiQb1MMGSkqMrEcMFl0wpZpoJR5eauTqiwJGwEEqy+hy7N08wPWzS1Bsq47i2JE4yI2Ah1Bpu6Q87mnG2mRCQZLDYSsiU4u5bbybbegWJNnEvz3WpFVyGSy6WJdc4UQBKw2I7IcoMiMeZJlEZt55ocPd8i8CR+I5DrDQF12K85DBW9tdsIwpDdp9/Htu2bj1j1KqXKVWaVqvFysoKlmVTKAQ4jtMbk0mars3E5nWN3fGb5pETy7L6BD4GC5Rz2aSU7MzVTU3iXq3J0ncXH1JKsnW4B6vYdrrh288Q6OKeFJLpyYmeVC+YhYwyH2SpnXDvQpubj9SZb0b4jsWRekzZMz1WDi13OL7cppUY2oYnFLNLDSakZteGYSbLPjqJ2DBSJlMaW0LBFmiVgXB65/CDsrMa7zQkSjPXSiCNue2uu9DbHmqiyEKwbazK1uGA0ZKP0PRUfTWGyn28HnG8EdNOoRVndBLFlw6v8I3jDTxL4rs2E2GGKwWXbrRM/8K+0RC2W1x33XVnVFkzh2nGUxiFLCwsAlAsFfFc1yw+tCZN0zUL3n6FO5VTrqWUJrJsWURRtIbWM3DGzm0bYN33bwOsO5uxTuP7PlJK4p8UNcU1JkDkDehKxSL1eoM0L9y07T4VE8DzXNCskbzv92BPFTXpn8j9UZbu71makaxrEmdUbjQrYcbXDizwtWNNZlsJ3byK1gFhqunEKQvtmMVOitKmmLHoCDZt246zsJ/LNo+YBn9SYElJGKd9/RxWudFn8fT6oVqUZsw1Y7KwzYFjM6jte3qJomaUcsNds9wx0+CyyYBH7J5gKHCQlkn7SwFlVzJadKiHLs04I8k0YZqRZIpE22Q6YzizSJXK0+SAWHXq0iRh45ateJ57Sv52v6VpRr1ep9VqIaVFqVzEdVaLO9Pc8VJ5/xSl9ZroSNrnqCltGgqa9wcLlHPZhBD4vk+hUCBLM9I0w3XlGrxy8odEeJpo26nwo0eVJV8Ma92HmzllrG/MS8ycaiWKrx1Y5EtH6pxoxGRKIaQgTBWuJWlFKScaIc04RWujjOo6sP383Vy4eYLKVA1bCop+gSjJUFqhe0Tjc2+sC2GwbKWTsnL8IHV/nNgO8qAh3DnbwLcFi62QB2+rMVLyEVL0IuqOFJQ9i5JnsxympEqz0Ipx8sVJRRmZ6VaiSDONa/cvSs2z8rzzzz/tcxHMU00rTavdpl6vo7WmVCrh+V7vlmVZhsoXJUKslRrvsgC6i5YkSXrjLwzD3n4GNMVz2wZYd9+2cx3r4jjB902mlDM4zWetM9bfj8pzPdOLKYxIkgTbtnty9pZt93pFyNhkyU5SUDwllZHV1C6rVNvuDVqu19EqW3PtdJ7GPlGPOLiS0EoUUZpRdG08x0IBUWoW+LYl8wmvsaVECAutBWlriW3DPomSNKKUZpggMPLr1cBhouLh2rJX1HkuWidRdBLFocOHOaEKKGEh8uhXJ83Yt9Bi/2Kb207YHGtlPOvKDdQCTKd6YOtIAd+2KPsOGsFCK6Idp2gM/c/CgGrFtfAc6yTHd3hkhIsvvmhNbd1qTZoZM0qbbuv1ep12u4Nt29RqVRzH6aWue2ns3CHL+jJiQojeg6EbYOh+bv1DYmDnmOWBKMuyKAQBS0vLRFG4JjhgWRaOYxs6RGyixt2HQW8z6+ouuhHk9eN9NTAF8wuLptdg71AMDs82Iu6cbzPfMo3pC66FIy2Tec4y4kyhgDQPbriWJBMWnucx6sPEUECYKJpRQpaZOl7PsRkpegSuc87gXf+1rocmQPS1W75FPLTJ1C5jruGh5RYnGiE37be49VidX3nAFqbLLpm0kAKmqz5XbKpQcE3j+6VOTBgb/EArpFb4lqBoG5GE/iWgELB7zx6qlcoadd71i5MsM9TrRqMBQLVaxfc9g2k5nmU5vnVrs7sMlC7edbMcQojeAqVbVzFo3zGwAdbdd22AdQbrpBScrjdyv521zljXBAJpSQLfp91uE8cJhWKxd9Ku66zyj7tfyrNip1Ok073/uxTG3BETq8nN+bl5wjA8qb7KfD6jFjhEmabi2YwUXVKlKbpGEEJrRTvReLbFSifGtQQjRQ/fKfHFA/eyyU+QQZW7FkJSpUnSjGrgsGssYLrmnwvztGfrs02Z0iy1ElpxxoF792FP7kTaFs14NUvZVdaZbcV8fv8iE2Wf+2+usnGkiEDjWJLhkstIM2Gk6BAmKUprCq5D2RVMVnzOHy+zfTSg4Jsm1/332bbtnsz/GgUlulxhI11fbzR7nOKuI5blGbDuuXWdq34p3v6srHHQ1n62y4Ef2Llp3UWBEIIgCAx3Pc+g2rYNQuDYNlaXyiPW1mCcXolTgMnhm5CCNj+7pQZRHDM7O7uGzqEx1N84yQgcg3UFRzJS9EiVpuIbnr9WGQXXZqYZESYZZddiuOgyjyaaPcjFD7ic/UsJsTJd/2wp2DESsG0kwO7j2p8LptEkmWKxFdPoRBxfWEFuOh9PSsJcZVVpCNOMMM3430PLTFUDHrJjmK1jJRxp1GE3DRdoxZoTjYgkD+QUPJfA0kxXC2wdLbJ1tJjTdvr2rzUbN27EcZyTCua7DV6jOKJeb9DphDiOCTT5vt+Hb/qU+Nbd1vrgU3cB3Y0qO/2LYHFm+tDA7rs2wLr7tg2wTmDbzhpn7XR2VjtjXa9TSkmhUGBhcZEojkx2w7KwLQvPMRGUuJsW7MtK9Dtna1QRuxdTiLz35NoIixCCMGyzUm/0PPjV92GiErBnUrMpSvEdSSdWRElKJbDZNFRguZMy24zZWPOJMwVKYwnF+KbNfCII+Ne3/B3Pe+nvUHQt4kxR9Gx2jQVsGg4MfVHAuURS7I9RRHHCSscUT86vtBjZdiGznRRLdqmkmv6852I75o7ZFiXPYaGTMVK0QcN8K6ERpfiOhefYICxGiw4P2Frj/IkiRdfq9W7rpbTzI0kzRbMd0m86n5BpmrK0vMKJ4yeo1apUaxUq5fK6Fgtrs2InO2P5FvVqjWKSZCi1dtIPbGCmcNgmikLSNMXzPKSUeJ6LFJIkTc2cOAPudcdU18lflYA2c8/KcTZNEur1FeK4n9duonujJZfdEyWmqj6eLYlSRZxmjBQcxis+862EhVbMpo5PpkHqjKIjKV99P9711jfzUw97EEVvmJJrE1mSjRWPXeMFCp69pj/NfdXW17U0w4hmmHDo4EGc2iSeXyCKElPs3qMtm882opRbjjcZLfvEWlD1bRwJM02DcUXXInAchLCYKLs8YGuNHeNFSq7VUxjrMU0wGFVvNNcwQ8BgnMoUzVaLY8eP4zou1WqFarVi+oKx+kzO8ohxt05idYGz+nztBZaEIElSuhLQpnXHanBN6wHWDWyAdfcVG2DdOqxTGY7t9By109lZ7Yz1m+97SCGIwpAojikUC6YvVr6gXnORtDYCCPmiV0gJiHWUw3yw5P9p8t4FwqTMw07IiZmZUzaNrgU2l20s97ZUD1MyBQXfpuBYTKaKLSMBjjS3P8kyNIKia/HCFzyf33zJS9j7oEcTbDifwJZsqHpsGfJxLInuy9Kc1UWZPyDrOi9gsmLtMGKulXLbbbcRTG5BOTZZK+5ekR732xKCwLFQWvOFA/N89dAiri0ZdmGsUmCiWmAocFgJM6QQlD3JZNmlEtg4ljD7ilKyNMW2rV7/B88SxLGhw67PiqZpytzcPEePHWdifIzx8TFc1zVZ2j4A6AYF+pUT+x8Sqhup647TfNsabR46SXxSxnBg554JBLZt4XouzWajpzTmOHaPQptlGfRnWpVG5H8Laa0RLVK6qzpmtq6h18PQRPMyFhcWabU7jK45DhgKHK7cXM33o1jppCigErj4tmC6pohS09hUK02cZniuTbrt0fzHv7+VN7357/np5/wmUpjFyXnjBUp+Vz3rbNZ3/cFZd4mSZopWJ+bYSshtt93G8LZLqLc0Kmcv2UL2ouquJbGl5I7ZOgeXWni2xbAH4+WA0UqB4cChHqZIKaj4NtNVn5GSi29LMqUJ0xSdZdiOofZbQiCFptlsnvR8UUqxXK9z+NBh/MBnfHyMQhAgrfX4Rg/XThVoUoDQqi+4ZGoorLyEIIzCb1uLO7BzywZYd9+yAdatxTqlFJ7rkWZrdSj67SfGGbNtG8d1aTSbRGGYN9JdyxPuT18rTDGmoKusqJFytZ6sPyfS8+PzbUgpsR0brfSaB4VAoAAtwLUFGtOQeahkdTECIcBzJK4tejLtmZYoDRaaBz/ogfzy857PJz/8nzz6l34dZRUZLToUPZsMAZpVNZnTcKLvS2bO0cSwEqWZaWtmFpbZf+dtbLrmMahMsrFaIEoVgSNxLMlKmCCEmehhougkGR0yRCSYb2nuWoqoBS021QoEjoUlJRXP5lg9gqMNwjijGSvm20nPQZJCMFxwGCk6yFaHwO1XWTLRuJWVOvPz82zZvImRkeHeQ2JNJ/q+h0F/gOCkc9bd2gnTqwIBEpPejgd9xgaWmxCCQhAwm6Z0Oh1s21pTy9hV5IS+iGROtzZBDqM0m2VZXwZ49bc1mJcLI/VTf3qYJ8GXIo80W7jOqgyxJaDoWpRcidCgBKTKRgpQosgrX/Uq/vTPXsPckQNUp7dS8W1GCg4I2UPgHhZ3F1f3QbzL7wphqjje0hw4eIAwiin7BUZICRwjnVz1HZpxSpIHFKNU0UlSwjRDIDjR0Nw+36HiN9kyXCBwDI2r6lkcXQ5xLEEzTFnomKJ5k4WHwLEYLthMVzziKMTLG952s/6dMOTY0aMMDdWYnJzAdd2+4149i24Rezfr3zWdU8G0Uj1s62YyuhHhKIpQ66hlA6wbGAyw7r5kA6xbi3UZee2j/RPYZ6zfuv0TAt83Xa07HSOMYXWbPes1XOLTUbx0n8dk0parsQqdx06sXCb/iiuu5O59+0mShMD3e9vIyWj0JxttBJkwDqDI31P5zcmUZrGd0ApjkBaudHnEE57ODb/5a/z7X/wez3jhb2JtuJBUQaZSoiihEPi4VreqzUxdqe+bkxZMdEFpWGlHLLYTvvWV/8X2AiIsKq7kkukal2+sUA1sbj3e4EsHFlnqpNSjhFQrMq1MY+x8DNhC0I5T7pprYEnRm5zjZZ92opith7TjDKSkk2QstyM822JDLWCs5OI3VpiYnOxFR5RSLCwsEkYRO3bsoFAIevdiVQAmH1t5JCVbR0+E/noxk+GzLKsXNbGERZemKc/Qh2Rg55YJjNIYQhBGEUmSmqao6wIAQK8lxnrOfO/3/L3+EmfN6uJkdHSMxz/xieaTfTyTU2GeEIK0Dz8tYeZwhiaKM+aaEUmqcRyL0S27eODDH8nf/t6L+Plf/U0uetxjSJVGaEUYhvi+h29b93m8U5jnwUIzZm6lyW033UB5++VEqWJTNeDSjVV2jhUIE8XHbp/hWD1kOUzpJKY/D4AUqw1OO0nKnbOrGFdwLCYrAZ1UsX++RTsxC4OldkyUJFQDj+mqz1zVI8ahUAh6i5Nms8XS0hIbN21cS7tej29olMp6lJ2u9bNSugIdptm9qf+xLMuUGAiwHQfXdXvj1DoDdWdg544NsO6+YwOsW8U6y7JI05Q0TXHs07tcPxHOWNe6HOIwDEnTBMuSRiFF0+sDYNRP1n6vGw3pFtbR4xND1xWTQuQKiMYbXqnXueWb31j9VN9ksVhPrdBGFhWzEE+AMEppxIr9ix32zbeoh0bmfqToUHKLPP1Fv8tf/PZz+YMXPpNXvOYNXHTF1YwFgkRpRoRkqODl2ZL7vgmtaUYp9y5G3H5ohnvv+BaVvQ9koZ0wUXQpupIdIwFZHkkZL3t0koyV0Di8rmWRKUWqFI5lGmZLAbHSpFneXFkpPEuyHLjEqcVKJyLOYKEVkShF4BhnKFMaZ3aODTvG0QiSKObEzAxB4DM9NYWUYq0qT58TlqYpURyTpob+mGbKRMy6kqfrMp1dRUUhzLgLI1On1g0IDOzctf4+Oo5jY9s2cRwThiFB4Pfet6RRXjVjzHy3txDJHxK9bbL6vvlbYMvVz7RaLW6/7TbiKOp9uIt78qQMr8bKN5apjFRDM0xYDjO+dbzJ8XpIK84ouBYjBZcLHvI4dnz1q/zV77+UuUP38ITnvIiNVR+lMiqZYLxizum+OOp7zwptAnP7Fjp88679LC4uMnHxKGGcMlZ0GC06bB3y2LcQMlUt0IxS6lFGpo0okdKmGN6WAksajEv6MK6hNEEYs9h2caRgpRMRZpqFVoQlBCthaq6xSgnDCGnZKKWZm5sjjmOmpibN4leINQvgbqF70sW3xCwsMqWRYjXIpLqBJvoV7xS2bZEkSa8HTxAEa6la97GF6MC+Oxtg3X3HBlh3MtZJIYiimCRNfkL7jOW2fqJaeVfrMAzxPZOx6tLIVoUPuhdq7XbWNApklaTYddYs2yZNEhYXF/nWrbeyYWqKIAh6N+h0prVR91tsp8w3Y5MJizOWOylfP7LMiZUOnU6HOElwXZeipZBemWue8wpu+fC/84F3/ivh8HamhkoMFRzqYUY6Iij5Dp4lekWfp6K8/aREVM5UF5Bmipl6yNGlNgcPHWKp2cYJRkiVppMqVjoJd861UVlGGCdM1Yq4ts1woUMnLWBLwXIn4Wg9xMn7U6RKIzJlZGjzGjONoa6mWUY9TGklGe0kRQpBmGQshym+k6LnFyhftAWNpt5okKmMSqWClOKU1zvLTG+UOElIkmS1qTOaLNNkmOiXYSfq3na6aj1CCKI4oitW43veQMBjYGsEjExrj5B2u83QUM1E+egrLj4F7vVTt9dsl1XcsCwLhGBpeZnDh4/QqK8wNTXV++zp5q3WmiTTHG/EzDUiFjspYZJxaKnDN44uU2+1CcMIjcC1BIEjGXroM7mUgBs+/j9svP9jODK9kYmyR7GdkWhBreAYWrHIics/gXh32usFhHHGseWQI4sN9t1+K0l5nJXMQqJpJ4pjKxFCCNphTMmzOH+ySq3QoR0XEALCVHFgsU2SKfMcVAqZKqIsl/kWApkvOpM0ZTlM6CSKJFVoS9BOBMthQoEYh4yuBHMURZRKpdMuTrIsI0lT4jghTZI+qr8mzfL6DzC0fgxjpUf/lpJMKZI0Nc1Qc8XZfqqiHmDdOW8DrBtg3X0V6+I0NRlfQJ1BrOisd8b6zXM9bNsmjSLa7Y5ZIJN3xs4y48HmIN8vICql7FHC+qUnYW3WrNVqsbKyQqvVYn5hAc91e1mQbB3XV7Ia0FMaFlsJXz1S58hyyFwjRCM4sdzijsMnmF9pI3VGmpmsnNIgpMVQMMQlP//b3Hb9m7nz5i+hLryEZGSIBSE4shJTKThsrHqMV3xKrsn46L6UtqSbKj27J23XurV5GiNPLzEUxZlGxO0zbeZXmnzzpk+RDG9mKZEEQpNq6KRG0tS1LLSQVH3JcGBz3lgRW5oJuRJmee+xFaJUkeSyqTLPdDqWYKLsU3RtmmFMlkc3jKJiTm/VILRiZWmBSrkEwOjICLZts1KvMzY6etL5mAZ/KWmWkSRmAq+VQTVFnVqYekDDRNeY4ad7UcAusLmOS5plWGdIZw/s3DLLsvA9j0ajQbvdJssybGu15iHNI3Gwinv9tRHdKB2sNrbvRpLjOKZer9NoNGg0m6RJguOYsZf18r75QilnEACkGo6shHz1cJ0jSx1WwphUwb5jc9x7fIEwThEqzZkKZsXh2g5Tlz6aYdvnsx96N9c+/hdAjeF7LkeWQ0q+y4aqy3QtoBZ024T85OFdr/gbjNoamkTB4ZWI22dbzC8scesXb6TwgKfSiDMqniDVJpobtBOUFviOaXI6UXKxpcSWgk6acd54xM1HllnuJFjKLCWkFCilKbgWU9UA35YsxasP/W7PS41hIXTaLUo5xd/zXKanpzh+/ASVSrknZNQ9jy6+JWlKmiS9JvVdfDNCRbonpNVdWCqlsfKFShTFht5lSYSQeI7F1NRkbz+e5/2wb8nAfkJsgHUDrLuvYd3QxATHjh3D9TyiMDrttfyJWvHZtp1zM02nbOMhGwEEpXQvI5GP6jwT0hXkMM32TtV8TSlFpxOysLhAmhq1k1arTbFUIlPKKKxobVRfpERqQ4VUCKIsY7YecevRZb54cIljjYQk03TSjNnFOssLdUgj0AldFrOSNqiUxaakFcaU7/8kPveBf+Po7TfzmJ//ZcqVKguNiCP1iANzTUYrAXsmSmwe8nGss1eN59sVpGoNmc5QCMI4pRMl1CPNoeWIQ0sdju+7h2N330r1US8gzBSu0vi2mZwC0yBQirXnnyoDB54t2T5SQKC5c65JO057/GLHkpw3WqQWOCjAFi6JAtmJTesBTMbMlgJXajpLcwSFAFPbJaiUyxw9dsxwfp3VQlAjtmGyYV1qYnfiZt0eGiqXrBf0tmceGKaRZZqmuRSqxnEcpBRYwsa2LQY2MDDzqVtg3AlDskxhW6sFw70GqOtwz7KsXq+e/rnZrVMMw4jl5WXanTZgaLaO6wGiFwGMUoWQAkcYCm+oodGJOTDf4uZDC9x8vMlCJyNV0AhjFuaXiDttRBbR4x8IE0SJ44zDCymlbdewfOcNvPuv/g9Pe8HL2LlnL0thykwr4fBSi+FimwsmS+wcNc3bgbMO886EdQbnFKkWNDoxrU7EcgQHlkKOLLa5/aYbSN0SWWkEldNuujiXKnPNZN9mk0wZvBKCiZLHJdNV7phtsNxJcPPnQcG12TlapOBYKMCSPhqZLxx1TuU3VHxWFvFdO48mCmzbplQq0mg0GRqqmXPow7c4DzJ1FyfmeWv6I5oFqEIpgewpG5NjmaTTCVFaYVkWnucShhGbNm7AkuuEGQY2MAZYBwOsu89hnWUxOjLCwuJiL0N2KvuJcsaklDiuC60WYRiilQaZe6f9nbFZ9Vy7ERPXsUnXRU201sYTTkzEJEkSHNtmZGSEKDZRk3anQ9Eu0wozbp9tETiCzUMBC82YI0sdPnvLPdxxos5cM6YeKeJMo4UgTXPxhixB6oSuHIcWtpE1F5IMSYSNV9vAxmsfz+f++c8R7UWe+/I/omNLWp2UTgKdrE0zSlkJS+waD7BtC6F0rz7qx63Ksz5dfdLffb/HGRyrh+yba9OOEqJMM9eKWThxjJv+89+wdtyPOKj1IkOebZzv4/UYS8JoyUMIE4VRShOlpk7MKC0Kpio+lcAhSsz1d22JY1vEaYYjBWXfMU6dNKAQJmnukBm51A2BYn+ngeN6ZBpsYcZQtVZlcXGJ8fExyOvAkpxP3P3XHVNZl9tM3mtCZaDpjT2TiTX3Ko4TlFbYlo3v+3TabTZt3MjZ63IP7Mdhruv2qBZpmuK5bi9a3FUW66bquwEox3FwXQcVqTU9eNI0JYpiwiik3W4hLYuRkREWl1ZotNrcs+9edu+5gEaU8fUjDbRWnD9eYqEVc9fxJT7xtbs5tBKx0k4MbUSZdg1Km5YOUiWIbja4bxwrYaGwSG2P2hWPYfZ9r+Nf/vRl/OHr/p6h4Y0cbSY0Yk2qIqJU0Yoydud4J7XGd20kP168W09z70po6/z3/FOEqebAYoe751pEcUon1Sy2Yo7e+iW+ceP/4D/sOaTCwsvPwZaC2WbEbCtmrOhSKzhkGtBGkcy057CQAmoFl0s3DJHl19uxJRpBI0zwbUE1cAlThSUEBcdgXJppbNtiomAhZuapjtbItKmFkQjK5QonTpygWCzguu7aKHHOOOmySTKVmWBTPp4yZZTPlBJmMWsbaek4NmNVSokf+HQ6HaanJ9fU9gxsYOttgHUDrLuvYV21WqUThqSnbVL+E+aMaXQvY5AmSU7nsnoFdUKYeqGeMk7XEXNdrFzkIcvpjGlqGk92b0CaZQS+z+TkJKMjIzSbTd77zrfjug6/+pLf5vP3LnHr8QYFx2K87HJwdplb7j7AXTMNEpxetMaIgUCGBK3MjZM+QhuesxYSLcywANDCIso0K0Pb2f6oZ3DDh97K9JbtXPLTTyFwfeJUkSroJBnH6hGeVAhp4VmCqZpPwbZ6WRf5Y5y4YFL9Spssk0kTQzsy9XOWZVQOj9cj7pkPmW9GZEoRZZqleouvfux6FufnqVz9dDLMLcy0ZrkTs9JJsC1BwTHd1ScqPlqTOzz07rfSJo1dcm1GCjm9VGvCJKMTg2U6fBtlxZJL4EjasaFAWEIzVPDYNSL4ssywpcTJK2yFEJRLJRqNJu12B9/3SFPDLU66dWJ9vcRUluZ0VL3mdQAhTT8VkRd1KrUaSWk2m2zcsAHb+YmalgP7IVpXAUpK2cuqJknSe707rrqUmi4lx7JNIXyaZiRxkkeZM1Smcl68iQC6rsvk5CTj42PccefdfPVLX+A3XvJS/vmd7+GLxyJuOVbHsSW3HGtw5+EZ7jl0hNlGQiZyiV5t2oZ0CbhohZI+SirMdFMG70Qe9ZWSRGkWlM/Udc/nzre/mr977av46ef/LkOTG3HyiGmcaeZbCffMmcVP1bfZMizwLAslzEOVHxPeaSDRGgsTeJMa6p2YpY7pgeNacKIes28hZLkdo5QmzDQzRw/yhQ+/CzG+DVGbzAM1iijN2LfQxJYS15a0I4+SV8V3BKkCR2i0NO1RzEIIbEtQyp+FidKEcZpHbw1bwLMNxhU921C2VYbn2OwaL3LwqMZ1LFNfm5+TbVsMDdVYXFxibGzUjJtulDjHt15ddpb1aiZUZqLFRvXMQgpD+e/iopQS13PptNuMjY3i+z5GFHoQbBrYWhtg3QDr7otYZ8aCYHx8jEOHD5/2Wv9ErfpM7y2j329ZFiozXqoQXb3/1SLO7oSOk4RWu00cx0Y5h67Hn/v4QqCyjHKpxMTEOJVKxexLwNLSIvMLy3z9wAJfPtygHacsS8mNdx3n4JETpEmCUClaShDSpMiFBNfB6t7IrLuiB/LmwE7gm4bAaYq0HbTt0lQCd+cD2PDgZd79tr/nGwdmeMTjnsL27dtohIb6GCYZB5bNg2y4YDNaclC2zDVd1ta0nfE6/tAmtCDTJnokpaQRJhxYDGmESS8rtNhOmG/FRGlGpiFLYu785Pu550ufYujaJyPLoz3aQJppDi21kcI0eC56NuNFhy3DATpTKGmR5s5fqiDOFEa+drWje5QoksRU/GltJi9CUyu4DOVcbYWRSt01XsCJm2RplqsdrYq+CCEYqlVZXlnBcUYNvTCO10jYd1WeTEuDbE00z2xP9jqxJ0lKHMcgwPdMJGV8bAzf9wa0nYH1TPTN6SiKetFegQk89fc16VqWKVrtOjOdTq8esYuN/QXtnuexadMmKpVyL1ubZRm263HrsTpfPxrRilPStuYzR+c4cWLeLEi0ApTBPCkRloXt55iW10xaOkPbDgiB7bpYjkMWJ0aN1LHJNCxRZvJRz+Oej72VY3/6//HQJ/8SD3/UowljRZxlNKOUw5nJfHuWUZp1LA16NeDWvTanvX4/wLnUvx+lNVGSYVuSTpxxYDFkoRXTrYltxhkrYUKcKTINraV5vvDON9BqNhl5yKPIbCcPJAkaUcpSJ8aWkoJj4UqD5wVbkklFqh1Di9cQpyZUZUtBlh9PlJjgoqYrKW2ehRMVD1dA0bNQCKYqHhvKDgc+l+B53hp3SCDwPJ/l5RWzMMkUcS5G1MU2Q702NRJptkrJ7l5n13FxHBulFFFsAk2+5xFHEbVajXK5PMC2gZ3WBlg3wLr7ItZ1W2dJKdm0ceNpr/lPlDOm0SRxTLsTorQmTmICCnldzqoz1q0BU1rRbrVotdsnFXPauaCH67qMDA8zMjyM020MpzW2Y3jL3tgmvna0QZpmrHQSjq50WGqGpFqghYWWGoTEcl1s10VIiet7ZiJLgSsFngRfalqZyYQpIXsKf6k2IYDGSp1OO8Ta+UBGpMPtN/wHR2/+PC//g1eyY8/FHGkqmmFCnAgCz8GWktlm2qPS+bbE7WVUVuOOXdGM73WafjvHrv/eRKliph4Rpab/QjNMmGkmrHRMvVyatx3oFtlmWcaX//ezfPlj1zO55yr8C66hhUljayBRKnewzO9SQD3O6MQZvmPhWRJHm8hSqgwoIkwPj1SZiRonphGgxDhtqAwtBUVHMl7y2TLsY1sCx7JwhGZ+rs709BT2Kag0nuehMmWa+enVaN3JdWKmC7vOU+tCmhYMruvgOLZxxJLYbNN1CTsdhoeHKeeiIQMb2BoTkCQJcZwQRhGdTsdgYbo2IxsnCUmcoFRGo9kkjiJTUyENndnOI8iO61KrVhkeGuphHoBlG+67PzzF12dCtFIstmIOL7cIlcD2fbI4RmcO0nFxCwGW42DbFq5tYQmB61gUbIuqK2ilBq9j4dBJMkTBtKfQWrOyXCfphOhgjKGfei6tL76f9//tH2Ev3suTn/k8jicO7cjgXdF3CVPN3TMtxssuKMVY2Vttui5lr5hf5w9yW64u7L7TRcqaBQjdCt/8PbrhOxMUO1aPmG8mpkeiUix3MhZasWn2nkeClFI4tkVjeYWPvuefmTt2hF2P+xXqtQmj9kpeC4PBr0RlWEKwFCYcWmpT79iMlX0qvk2YKlKlcS1Bkp+jUpCkGWlqnm22MFQcrTTCgpJns6Hqs7lmqN1CCHSWkSnFpo0bVodXHnCyLEmhUKBebxhRjR62dfEtb2CqsjXF7VJKPNc1NDGlTMZfK1zHIUkSKpVKrz5jYAM7ow2wboB191GsW99+Yb39RDljAHFsmrpprWm12pTLZcIwQilFmppsQ5ynGrMsoxOGkF/ELrfYc10KhQJBEFAulfB876TeUUkc47guoVNhKUxJMs3RlQ6NKEHaNkGtShqGJJ0QrxBQrlZWJ6ktqfg2wwWvV7AogMVWh1QLmnFGvZOYgawUjVaLuN0ClZFpAduuYnJoA8tf/hB//Fsv4FnPewGXPeqphCIwjkeYMmvFzDVDji4ZOuRkyaFWKdCJFWXfwrGkGcyZaSTs2ZJyYNQh+yfidzJ5u7SSrE85p/stkb8QZYqDCy3uXTA9Nywp8WxJI8poRXlNlZDYQuC7Ns0o4etf/F++/N6/p7Z5Fzse9Ysc6NjoTJFp48xJsdqyMckUy2HCt07UObrcpuI5XDRdZc9kGQ25gqKknSgStaqMIwVIy8JHmX4VlkXgWNQCh6GCQ8l3cPNbrzUsLC1TLJVPSRWUUuJ5Ho1msyc/35W17/KJ0fRS3iLnrluAH/g4+YRtNptorQmCgDAMGR8fp1qpmPrfAX3nx2ZCCB+4EfAw2Pg+rfUfCSG2Ae8CRoCvAs/UWsdCCA/4V+AKYAF4utb6wA/j2JIkIU5iOlHMysoKkxMTdDphryYiTuJeFjZNTY+VIAiwctGjQhAQ5P9836jS9mMeQKfdMhG+6gjtWJngSqNjHqZS4lfKpHFMGoYUSyWq5QJeXoztWpLtI0Vc2yJKjUppM0roJBmp0iy1Yxphgso0nTAibrUQKjZiSEGN4kOeTWXnN3n/u9/FrV/7Ck967kuYOO9iUmH1KNpJknJ4qYMQMFWJsSwbW0LBs/GkWajEiand3Fjz8VwnZ1N85xSf1YafZpGSGfIEQhulsDDVHF7qcPdcm4VmhOM4lDzLyCpnijiOUcLCtSWeY3NsuclNH/kAh752Ixdd9yyq51/B/FLYy/5LkQflcipWM07opBmL7YiCbbOp5vPTuyeYrvqEiSJMFY08IJVmRhzIkrm4VaZwLYnvWNQCm8mSTdW3sK3VLEGmBEeOzVCpVk95PYLAZ3FxEdu2e8/UbmBJKUWmMpK8l6LI2SeO4+D7PkqZhqqdTptCsUgUx4wMDzE8PHySjPQgQ/bjtQHWDbBugHU/QqzTfb+fxn6ynDFtmrEppehEMUvLy1QqFZrNFkkS9yQpuxESz3WplMs4rovnOiZS4jg4jmPUnPLrctICWENzZQkpLUqVCq5jcaQdkmQqbygs0N3t+T6lwKcauPiOxJGSWmBz3lgZ1xKm51hiMjyB75NmKlf5M5M2jGLCRgORxUiVoIVAC5dsbAdbn/Zy2v/7ft74l6/hvI98mJ952jPZffXDKJbLdOKUemgGDlJyvJUxVE+xBLmMP7iCnnBJzYXzXBthi+96wS/yglWZU5e7mapUgUoSEqU5sBRzYLHDSidGoBkuByhtoiBaGwqhtCRIwUy9xexyi4Pf+iruyDQXP/G5iGINEbZw84Z/AJYQdKVP0jQlTTRRmrHQinAsi3oYs3U4YLoW0Mwd5k6SRzIw0TGdR2wKro1rCSqezUjRYaIgKQaGSwyrEaWFuTmktE47aXzfZ2V2tueMpelq5MQUe2bEUdTLxFq2TSEIcGybKIpZqa8QxzHlUokojnNqbHngiJ0dFgEP11o3hRAO8DkhxH8DvwW8Tmv9LiHE/wN+Bfi7/OeS1nqnEOLngNcAT//hHZ4gjBOarRZLy8u0Wi2yvC4izVJsyyIoFCgUCniei22bSK7MM7PdMdZfs9Md51pr4rCDyjIqxQJjJY9Dy21sS2Kl5sEnhEXm2FAsUHJthgourmWkiTfVAoaLHp0wZkVBO1UoTH2kTjMCx6KdpLRbEc2lZWQWYZYAGrDQbpGR+z+Wjdt38pV3/A1/8uJnc+UDHsIDH/tULrzoIlI5TD3KSDuJKeBOYNiNSIWpIxU6o+TZeLlC6UTJweuLhK+3M2X8uyIBcWYaj3YSsyDQWcZcK+XAUkgjypB50bgUhkajgFBBqpWh7rRWWFlcYGV5kV2PeSabrvopGimUPbsXVRbCMAbIAK1NzYJlk2aCJgn1KGGs6FBwxwgThWdL4iQjTlK0EDi2hdAaSwqKrktgw3TVZ6RgU/UkgW/3WqKAiWDPz57Atk5+9BuJcKtXr9NdoHSpO6a4Pe0FOy2tzXgLArIsY6Vep9VqUSwUUEoxPDzE0NDaxcnACTtrbIB1A6wbYN2PCOv6x97p7CfKGRNSUCoWCXyPerNNq9XixIkZs/DNG+kGQUC5XKZQKOC6zip/uI+/ecptr7tY0rJQSrG5YuNUPYSQtOKMZpxS9hwsaRRdbEsQODYbawGe1GgtqBVc4kyz0jECIYkyg70n6pBHChrNNu1mE52ECJ32KfJoPM9jYmoS+fjn401sYd/H3snf/NHLmdi4hasf8ECueeRjGdq+l1YmSNKMONOUXAvbNtmwOArxhKIyXKaVKrQWvf4I68+5a6dSQeymqzWm6d2xesxyK6KTKjItSFJDzVtodqhHykSh8l4QSaZJ0ox6lNKMNY2oQxgntBsrLO2/DVkd5/Kfeyx2bZQ0U0xXfOJcidCzDaDFLZOyXtOKIMuItebgsub/Z++/wy3LrvJe+DfDSjufWDl0d3WWultSoywkRBJg4H5gLJnocD+SMRiwr6/xtQ02OBMMmOtPvjzXmAxCRAtEkBDKqCWhVufuqurK+aQdVpxzfn/MtffZp1JXJ6mq2e/zVJ2z99l7hbnWHGuOMd7xjj945AzziSbUiuV2XNdsWRD+usR6HC2SBFKwqxuxoxsRaU9N9GIjk8Q/Fy5stjfYMlbeuk+k7cdKT2Xp1RAnwjD1+5UxxFHkM69RRJZlrK+vkxcFnU4H5xxLS0v0Ot3ZYuU6gfM3yqB+GdT/HPBW4Bvr938B+GH8AuVr698B3gX8rBBCuGvl9j4LzM31WJifY5RlZFnG2XPnvKSukLRaTZrNJo1GsqV3ypVs3pVsYJw0EFLSdiNevqNFGCi00qyMCnpJQBwozg88HagVaQ4stqiqEuMEFsHpjZzS+KBEaUFga8VTQ2Utq+tDhhu+1YeoW304If3iohGzf7lHMf8FvPo7/y0n/uK3+MuP/Skfet972b5zF2/88q/hdV/x9cjeDp85B1pJBEKQlxWisiwmAh1q+kOzZRymx+Ji2Hq5NqYyO+cwDk5u5Hz2ZJ80K9BBQGEsgQQpJHlliUONdbCRG0Z5xkZWspEWpAaGeUna3+Dc6eNk546z7WWvpbX7VnInCCXs7jV8YK+WXz62MiSvLJUQqMDXngA4Y8gqwwcOnufxcyMiLVlsRWxrJ55Wg6MZabqxprIOWxpCpYgDxXwzJArkZo1Nvc2yqlhbX79i81EhhFd1TVOklLXQlV8Al2WJqfwzDaDVbNJptynKkvW1NbKphqrdTofFhUXf4H4WZLruMLN1M1s3s3XXl627sZwxIdi5cyd5UZAdOeo5umVBI2kQxRHdToc4jiey4ZPvPVt6hIDe/JJX4MlWednODlqPiEPFsDAsNEI6sebURkZWWlqRZkcnIi+9rOcgN4yKitx6MQvjQGGprKU/yskrw0o/ZbC+gTMG6SzSVlgZ+giAEmxf6LDcaeBcQustX8v2W1/O4Y/8EUf+8k959y//D/7od9/Fa7/oy/nq7/rnJI0WvUbI3rmEUEuKyqDaCiUlu3oxJzdKerFACXlNi/7K+WbL3jX00zerLI+eHvCZExu+DksqnIP+KGXnXJNAawLtJ++orHhqkHN+mHsn1BryPCM9d4LVc6fZWF9jaedu9r/ijRRBk8r4erBuw0vaBlJinGNlmDPMK/pFhZzm2ta/53nOp45dIA5DkkAx3wjZO9dEC4e1hl4jppt450lLi3Oa86OKXqJpBr73xFj9cZy0X+v3qaZEN8ZwuFrvRRAGAcPRCK0U1tktTphPb3untNPpEEURg8GA9fV1nHP0ej0AlhYX6Ha7Pogwc8SuGwghFJ6ecwD4r8BBYM05N/bQjwNjEvou4BiAc64SQqzj6T3nX+jjarXa3HzTTQxGKVEUEgQBvV6PJI5JkrrdxVUeBFe7t1z9sOvOzRMEAWdPneDWuYDSeFrJtnbEcitiPpGc7pcUxtGOvQppJhQbuWWQlwwKQ1kHU1ydSV8fpqSjlEFeMFjb8L1moF6YOBCKZiNm11KHZhQw14jYM3cXN+3fx65XvZWjn/hTjjzwft71//4cDz/8MN/2r36a+XaDm+YT9i/EFMYRS0flWsw1Q/LSstgMiAI/Hlc9b7w6V1r42luHr2s4tprxiSMrjAovMlTa3Cu6uopt3Ybvk2gKsqJibVRwflRgnVdrXT3yBMOnPknuFK3F7dzy8vuJ2j1S622v1l48oBOHCOHp3b0kJKsMpvQ8ISnqBvR1Zn+YVTxthigpOdXPOT8sWWgECBztMqCsa3Rj7VkFR1czYgU7OhFW4VXQZC1gVFUMRynWXn4NrZRXIF5ZWaHd7ni6d1VSTjWm11qTxDHtdptRmrK2tkZVVbTbbcIgoN1us7i4sGVxMrNt1x9mtm5m62a27nNr614SNMVxyrnVanLT/v0AJEnC4sICjUbDe96X4QZv2ca1PhAc7N69E+csp06e5G1txaCIMdbRCRW75xK62tGLW2TGkgSqpgz62qVRUTEoKnLjGKQZRV4QhiGVsQwHfUyeMujniHFBqpBY6Z2GOAxZ6LVZ6jV94zopmUva3LP3C+gsbWf7a7+SM596H8f/8k/4zIOfZc+Rs2zbodFKEihYbIVEWtQ3qyDSgpsCzzee0DIvMw6bPSUcaVFyZqNgVPm+D1lpOLWWcnAlw9SRgtxWZJVlIys4NShIAkVF3XagMBy9jgABAABJREFUqhgUhlFZ91Qoc4586A9g7RSLd9zPvvtfR2dhGSkgtz5dPI5dhGrcgd3SDDWdOPA1YM4RKS8Vm1V1427t0/Qjm5NVmn5ekleWxWaIkpLM5IxKTwuNta8nK4ylMpZbFhvgSgIFrTgkDCSBgLNnz9Xd1DfHa3L/ic3WCoN+n3a74yMptbQpeIpoGEU0Gw3CKGJldZXhcOh7ldXc5YX5Obrd7iXKUDN8/uGcM8B9Qoge8NvAHc93m0KIbwe+HWDv3r3PaRtSCubn57jn7rsQQtDptFFKbaqHPd9Fr4PlxXmSOObkqVM0I8W++YT+cEhSjtiWhPR0SdQNGBiJEDDMvRBPPy8ZFBVZaVkfjDhz7oIXxWm0sdmQatSnXxi08w9gKxVYHy3tNkPavR6dVrOmy1jKynHX7kUyex/ltttZfsP/xvnPfpiwt8wfP3meRhiwoxNx/84Wt21rcdu2LvNJgBIQK4njyjRj2LR11lrOrw04tFpxflRyup9zYZAxyA2FdehaRc0gKCrLMK84Pdwg1AqpfD1oWffFURKUc+hyyOLum9h9+73E7S4oTVCzNkorSKsKEIRqs9lsJw6orJ30TFQCzg1y0sp4toQQnn4fBGzkJWIDSuOpQ2u5oV9YtBTEWhGOSi4MC84PcnrNkFBAL4JtvQZL7ZiNfp/+xjqBVluLf/E2TopNFeKyLCcF7GPRpTAMiaKIRqPBcDhkbX0dAcz1euggoNVssrAwv+U5PHPErk/MbN3M1s1s3fVj657RGbseCj3HCihjqli71eLO229HKoVSdb+uqUzG8zb+Anbt2IaUksOHD9NrN9idrnLiyYOIMieOdtNthVQE6KCBFYJGqBEIjq3n9AtPG1xd73P8xGlPWWs2kFKh8j5pUeEqi0YiQ42tPNc5VpK5XotGp0cUeOctLx391NKOFJ3uHKeLgLm3fCMLr/kq8qLgkYHksYPneP9Tjt98wHLzXMQrd3f52vtvpht7SdFIb9ZhPRMqa1kZ5BxdKzh4YcRT54acG/qeYO3In6PAgVS0Ik0zVJwfFqznhkjX16MuBG2GGiGg0wrY9yVfTqvTJWm2sVWFlYqgrm0bFpZhXtY9JSTG+iZ+ceiph504INT+Oq+nJecHOcPSF+4KuXn9KwtraUFeGhAQa8V8M4J6DIK6t8WRC0MeOLZBI5QsNzTbmpqbl1ssNEMee+Rh3vjGN+GcZdwLbvr+G4t4FEVBZTY5xkJKgrqnXRj6aN7q2hqDwYAwDJmbm8NZS7fbpVdnxC6+x2e4fuCcWxNCvB94HdATQug6YrwbOFF/7ASwBzguhNBAF2/zLt7WO4F3Atx///3PitZzcfHvwsL85t/qAMELkn0Q/iEzt7DI6ZPHSfsbDC+ssPLwZ5BCEAYH6CzMcW4txzSXkULQSzSro4KNrGRUGoZZzpFjJ8jSDKREDzJP3a4qhIVQWrT0tR1a+yx+p92i3e7QCLWvD6gfvI+c7lM6SRQFlEv72P1Fu6kQ5AZGw4ITGykfPXiGpnK8/eXLfNtb7kYH4zrgaxsHB+ggREjDk2f7fObUBnldM7LU0JRIrDO04pDlXsS5geTCsEAr3wdHSYkKfeNRIaATKb7s9i+jEUc+cl5WBEqiA816WrI6KglygaijwbkxJFr5YFHdC6e0jqysPC0oKxmWFYW1YDbPaVhWlH1vI6UQrAwLKusXN81QEyrJYxKiQLO9FbKjE3N+aLhzB5w4epzRoH+JqtfYxiGg2WyilQ90IagbmSZEUUQYhCglybKMwWCAFJL5BZ9lCIPAL05qmzyjJ94YmNm6ma2b2brPv627lszYdVHoebFDFobhJX9/vpimP+/dt5+40eTEsaM8+sgjPPrkQUb9PtuXl1gMKho64tGTZxi1dhFqSSvUnOtnrKYFw8IwSjOOnjhDkaZeqcY6gjAkxGe7RKSJhMCgSHrtWuUxoN1IaCYRgRTkVcWoNARS8tCpDbLKS7onoUY3lgm0pDQ+VV5ay0ZW8omTA45f6HPPngXu2btQR5I2GyU+E5SULHUajIzk8TN9Tq6PyI0fl7nIeREO65ASlpoBJgmItfZpb+eduSRQBMpHL3COnZ2Qu3fuxTpYHfmCyGbkecgn1jPODQrqQNJEBhUcOK++OJdEFMaQV5Z25OmEjcJnI3McVVkh6gk3qhWNpIBBXnFhlGOsL/psBJpIS5QUE1rjqJuQWxAqxVUlTz/9NG/94i++5H6a3H9C+Ams9UT+VAcBgQ5Iktj3v7POqz+VJXEcs7iwgMOr93S7nS3UxBmuHwghloCyXpwkwJfi7df7gb+JDz59G/C79Vd+r3790frv73sxaigmDw+uXBPxXO3f5HAdNBoN9t90E+vrG7z/wx+h0Whw+837WVyYJ4pClFScXzvLStFG1RHQIxeGrKUlaVFx9vQZsqzwvV+swYX+YSZlCFJgpUYqXT/sYqJA04oDpPDNT611FJVFCDg/8D0hlRK0A0UrjIlDTVZUm1LJrgXFiHa7RWkhcM4LLD3D7BqPp5KChVZEYeGRk5q5OKB0XvioV1OmnXW0E81iK2KxEZAZx0ZaUZqKxWZEK9JepdUZ9sw3uHN7i8oJNkaF7xkUKtYHGY+fF5TGR3WFEL5hfeGLx5UQCCVASGxZoZWvl2jHmkFWISQcvTDwATXhxZRK46jqJvbDsgLnMworo4JISZJAEQeV34/wNq+zlnL63HmCIEDr4IrruCgKSZKYNMuI47huSh8RhaEXPyhKrPVqsK1WCx34a7gwU028YTCzdTNbN7N115ete0Zn7HNV6PlsJDmnsWXyPofBmD6ssdSntZbFxQXuf/VrueWOu3n66DFuu3k/8zW1zDcMtGxsDDhTjjC1XPxY0nRYVJw9c37S+wJrEGhCBXEQ+u7iQuCkJm40aSQJkfbFiFr6PmmV8XL8SgiMdaxnZU1b9NKqSaBoRAHG2jp97LhloUVDOQ4sxOxaaJOVFWHgJ9DVWdbTzi7EWrCjG7GnF3PXtja58VKfrchHekpjETi2t2M6iSYtDKujkkFe0Q5g13yLQElKY2iFkgPLLeYbgW/MXBm0EigpWe+nXinROOLaSSqN72MxKiushRiHVgKcw0hBEmriUFNWlt0939vsoZOrjL05JXyn95qSPDlnaxzrpiSsBVdMrfKolSJUknaomNNePWdubo6r3a1xHBHFMcYYotBL50ZROOmdVhQlQgjanQ6tZhNjDGEQ+IzYZa7CbMFy3WAH8At1LYUEfsM59wdCiEeAXxNC/CjwaeDn68//PPCLQoingBXgHdeyk8uZwme6B17Ie+QSm+cgK3KOnTzJF33JlzIapURhyOvvf6WnnJQVUgrSLOf8oOBoOqB0fk56tVTHubU+g2GKkBLlBEEQYowlbCVo4RBSUzpoNJu0GglaCoKaDuycIZEg4wCtJVVlybWP2jZC5YNXwvdTbEYa4RyhknTigH29ee7a3uTk+TUSLdi+NIcSoMWV7d1YQczh60XnmyGvuWmeHb2EYV75Rq9Sk1eGvDRs68QcWGpSWsfJ1RGDhqah4c6dXZSUVMaQhJq5RNdKbLDQ0JO53g4lRviWGkXl+yae6eeUtiBzAlHbocpYYiWQQmEcxIFieyum2wg4N/BNaaWAQMq6j6K311p6QzcOaNlaKKo0PkC3lpV0Ys2wdKz2h+zes4c4Dq/Yl0hKSbvTZjgcEQa+p85Y/rms1cWCIKDb6yLwtPSFxTrw90KxU2Z4sTGzdTNbN7N115Gtu6aasRej0PNK3OLpyXO57MQVju9aTuMSXDxRnXOUZcnBw0d4+LEn+JIvfxtaKbrtNjfv2ztRz1NKMRiNWMsdR/MRlROTxntaSoZZ4VPQUhJoECrGIHFSo8KIZiApDKggoN1sopWcSOaXxhIIRydWSKVJQz3pYxVpRTfWkwySFL7vQhQpIqVoRprd3YjdLcmh06sUacZd+5fotJog3VUdsvGktfgsWhIq7t8/x65ezIVh4bvCO8kwL8lLQy8JuHW5STMOOLGacmEgkYTsnG+ysxvXUQoItUILH8kIJEQ6QAjAwXy3wQGlaYWKrDQgBEdXM7IyozASJxxRnUHDeUpjURvERAmWWjFrWcGhCyFpZYiU7+eW1c2XcX7yCnxUTSs/xqKezLnx9X25saSVZW2YYywcuOUWJnyJy0ApRbvV4sKFC3Q7HbTWCOEd9LL0UyIIAhrNBqaqUErRm+tNJvAzFdvO8PmBc+5B4BWXef8Q8OrLvJ8B3/Cs9zN1b/nib3nJouXFuj+ma0Odc1hjOXHqFA98+kFOnj5DnDTYsWMHtx+4hSiKMMZMssDOZUiTcy7NCbTPMo9tVxgGRJ02uhihg4SiskgEMmqQRAE4SywlcRT7RQ2QhIqyMoRKstiOCbSiMI6iNMzFkk4jJtSKQebVSY31NkVJTSMK2NYOuWtnh0hDXpb0mhGKsSDP1SGm/o8U3LbcZFc3JC0dSahYSys20pJ2KNnejUkCRW4siw2f+W4nIe3I12vIup55XGcqmBCcETjiQLOnJ5iL/VitZpZhYchK44NrWtKOFKPcsDIqkJa6B6WhmwQstyJuXWhycGXkI8sCBoWPEDvAOIeuexo6R13DIDYXK9ZhnENKwaHHH+G+++6bqNNdOi7+BFrNJl7VN6yVxqop2+Yj/lIIRumIbcvLW+TEZ7j+8bmydfV3JzZvZutmtm5m6y6Pa3LGXoxCz2lu8avuf5Wb7gfxucDlJurps2f5xKc+w7ETJzHGsH3bMnfcdoD9e/f4LJVSJElCmqbgIHEpw6JE68ALT9SRglaoyNstZBwQSkFRVYwqCMKQuN0hwCKdp7dVzpHmFe04IAwURenoRJrtXX8DFMZnf7Y3Nd1mghDC0/NKL6EqAYQkDjW9RHNgqcmBpSbOGkI9RzcJ8WV1zzy6AlD1pwLhmG8EdGJNYRyBhLyW6w+kYC5RJIHG4UiCJnvnE5TyVEAlQEzdWm5q++Mp4YRDC8F8I6AdeCdpVCtRZmVFoLzD0o59Zu/02oj13CGlA2tRUtJNNHt6Eef6GWcHBQjfqd1lBXntkBnrCKSsoyegA38EUm4aMmO9URqtnqMRBezcuf2KndIndYvtNisrKwRBgHNQFCXGGIQQPvXdaGCNoaxKlpeWJsWiM/z1RlVVXFhZAfx8aDabRFG05TPj5p0vNPUaNu2dc47V1TU+9ZnP8sRTh7BAu9XkjgO3cPNN+9D1/S+lV5wajUYoJYmEIZIOpQRJ6Okfzlq2tSJiLYlli6zw7IAcRRxHoLxVcXjqcF6Z2i4JwihgoRGwqxtTGV9r62JNL24QRwHDvGJPWyOUoqwseVlROUErUty82OTWpQZxqJC1XLOvxbx6xHKaBQCgBFgl6TQiuoBwjm6scXOxX2QJfy0aQhF1EsbVpHLqgSzqBcEYst6HwyuGRaEiChOEcwhZsqcXE2lJaSzG4Wk+2lA5xyD3TVWlEizEklfsaNBLtvORQxfoFwac4+RGxvlRjnWeHl7WwS8hxIRBoYRnUThnWWgE7OlGHD78NH/nW75ps9Zh6qCnSwHiOPbNTZ2jKgpMbU+DIJjIiq9vbLC8tORt5fRYzOzcDFOwzjIYDDz9a2brZrZuZusui2elpvhCFnpOoyor7Lgp8JYdbv46TUecfu9ZHPtFm64nqnWsra/zVw8+xGNPHqSy1is27tnFbbceoJEkWOOzNjoIJttRSqKxNJXDKu8Mjfcz34zRUiBFy6dPhyMSoeu+ZxJTL8zHSoXWeflUCcw1IhabIfPNkLKsCJWjEynmm77je1pU3DYf0kwiKusYZTml9RmgxXbM7ctNGpFG4OVAx5PI+QG7okN28fiOJ1ygJaEG6RyJhm6kJ82fwaGEpBFIYu3qrNpltn3Z/fhjUUqiVFgbsJI9vZBACoalYZgbL4IjoNuMcaJkVBhQgoYW7GkKXrZ3DiEEj5zeYFB4+uShC4LTg9TTQYHCeonZsKYLeMVG/1NhmY8VNy80eOCvDnLLrbfRbrUum72aHqNGI0EHgVfhMWZCa4yikDjxTnOapmzbtjyZwDPMkKYpD332If9CCJqNBnv27KHX6xIE4eQhdzl7N41rsX2Xs3nWWtbWN3jkscd55LEnyIqSTqfDzft2c8v+fTQaDQBMrSoFTOgaIBDW0A0FJggIlC/CrqzzWX6lKY3FOo0ShqaQZBVo52k4RU0lsc4x3wgJMPQaCXHgo8YOXwehA4XUEmMde3sR9+xs04gDP59traSKj7JKIbBivCi59hKW8fhNbJFwjMk2bmpoNy0VngZdL4SgZhFcIYh4Ofq737agGUr2dn3twePnhqwOCxzQTQI6SYgQJcIJ2nHAXcsNlrsJIyO4f988F4YF7Uixlpa895ETnBtVNR/bU9E7UcBCMyTSnvLeCgR3LkW8ak+Hphtx4ujT3HTT/iuG5iY1JkoRhiGj4WjSWzEINI1mA601G+vrLC0uEAR6lu2f4bJwzrG+scGZM2c4feYMSRzPbN3M1s1s3RVwLWqKL3qhZ5ZlPPLooywvL9PptOvGwXILrWs6kzUe3GuNqEx/dwxrLGsbGzz86GM8+viTZEVJs9nk1t07ue3m/bRbLd/42ZhJh+7Jd62XARVAL1LkWtc1Ut7LLx2oIKSylsKAjBoEtVc/zCuiwJ/bKK8YVYZmqAkEtALoJAFSQFaU4MAiEEIyKAy6suxoR9yzo0k30ZMojPQnORHpsHV69xKZiDHR9gqYnrSifq2oubn4CTY2A/6jAltfDyn8cUyojtPXaVpXdMJhdlvqsqwDrRU72gHGwsmTOcfXUipr6cRBPXkDkkASKcHuuYRblxqMSkc3CXj5zh4becVcEnDPzoI/ePAYx9YzbN1lXUnBfCNkqRUTB75OrKHhwFzIG25dZLmh+PlPPsCtt9x81XtqegJLIciyDK2DSUYsThKUkqyvrbNteXnSkHEWNZ4B/PWfFh8ajUY88cQTxHHM3NwcrVaLKI4ItK/P9I68r6d8LspN40WJc4719Q0ef+ogjz7xFOvrG8zPz3Prrbdwy759tJqN+gs1U6BWCfVv+YkahgHdVsKikwyV5/pb46O//aya2D8HlBYsxlOFrawz+Y5IS3qJV71abAYEWuGArM6+F8axkRdspIJO5GnZZzYy5oucdqtJI/RBpvED0TH9EJsal2ucZ6LmLAdT371UOIApC7b5V2/r/HgVlWWUF4SBJgo0WnhKzerIsxi0VqR5SWEsc40IqTQnNwYcPD/k/NA3mg2UpJMEdGNNI9SeNdCIeHol48KwnDRCbQaSWxaa3L2tyXsfPMKTqzkIyXK3xd5eTFBT1hMt2d2LefXeDs1I8aEPfgoHLC8v8UxMFCEESRJz4cIKcRx5BbHI18eur60xN9ebZDlm1MQZLoc0TXnooYcoypJABzNbN7N1M1t3FVxLZuxFL/QUQrCyssLq6ipJo0G306XVahKGIVpr75wpiRRyc9Ly7AfGWosxlvWNdZ546hBPPHWItfUNmq0md92+j5v27aPXaW86JfUEHU9w2HQA4zBgoZOwWlkGWmERpIWhrCxrqe93VRpbUw3tpNBQCkFp7aTvwkIjZFs7YWcnopv4iAhAnQCitJb1rEJLQTtSDCPN0dWMxdTRbTfpJCFKjEfDH/flCHbiKlmxy33WObd5cziQWyYwl/ldTP53OJ9OtpZ+WjLMS9pJSCPSBBJK4zi+ljHKCsIwIC8r8sLQrRV7jqxlHFkdcWR1RCPwRa2dOCDSkkRLeommlwSsZ4bTGzl5ZRFC0Ik1SSDZ1W1z31fcxfsfOcGjZ4c4IVjqttnRjrw0faBoaMFSO+KVu9t0Y83q6hof//jH+OEf/uFrGiMpJEmSMBwOiePEy9mHAVopVlZWWFhcIAiD2UJlhi0IgoBt27ZPXldVRb+/wXA4ZDQaobXnqHc7HZI6wwq+TrHb7XoqzDVgXKdRFCUXVlZ44uBhnj56jLW1dRqNhFfc93Ju3ruXZrPh79CpQMzFQa7x71op5hPNMB8xas8xLCxpUSLw0sT9OoAkhPC8ffCiPNYiEDRCxZ5ek23tiH3zDZy1pJU3eIES5JXzvXeMxSHJja83OD2UWDSNxKBCvSWCKy46xk0ltmvHxQGSrQyBzZ/T+7C4eoFmOL5e8MS5IWc3Mjqx5q4dHXZ0Ig6dWefPDq4zynKaSYS0FVIq5loJ4Hjy/IinV0aeGRFpTF0HEWnFQiOgHWvObOSspBW2ptSEStTKsIJ7d8/z8l1dXyBfGqQUhEEd/BHQCBRLzYBY+3Yhf/pnf8bL7n4ZzUbzmsbFU7FXiaLIKwEHAWVZ0Ot2J1mFmX2b4UowNaNocWGRJEkwxsxsHTNbN7N1l8e1qCm+6IWeQRCwuLjI+voGw8GA4WCAlIpWq0W325l4pcYYojhmrtcjDIPx/q6abRhP1DwvOHf+PE8eepojx06w0d9AK8Vdd97OrTfvp9Nq+e1Mbcs65zNOtUoebN6kUiq6ccDycEins0Ra1T0TrFcHXEkLL+VZ92mYZJqEo7SghGBXN2FbO2Z3L2GhGZEWJbWOBYGSpJUhK31RohWCyjhyY1lJDUJqWnWfisthekymOcPXisuN6ZWUkabfr5ynK47SgkfPpRw6P2ItLZmLBffunmN7J+KzRy/w/sMb5GVFIwpQzqCUpp1EhFpwYj3j6ZURo6IiVF5NpzCWSCrasWax5TMLJ9Zz0tKLm2jpqYdKCLqRYN9Ckz3zt7GRVhRV5VWJwmByeQPlnbpIAkLw8MOP0O8PuPuuO595bPA9T7rdLmmaEsc+ihJGIWVRsrS0SBzHz3LEZ/hrASEmjcPB03TDcIFms8Vg0CdNU9bW1hgNh2zfvoMwDEnTUZ2B1YRBsKUB6tVQliWf+OSnePLIMQb9AUoI7rjtAHfedoBmo4GUcpMr4BzGWqwxlwSexr8DzPe6rFzIiRshvcQ3mR/khgvDgkFRUZkKqdSEymzqAvZIC25ZbLO3l/gsd6y5MMiJlLchpfW1sWlpCYRFCeX7FkpRS0B7ijGAYfPBda0iT88Gz/Q8AZ/J7+eGR09tcPB8ypPnBpwZ5CRasJ5VRFryl0+vsJ77Z0B6IUMKaEUByXqOs5YLaeXblWjJuWFOP6/Y1o4IJASqTTtS5JVFCn++oQJwJFoy1/CiAqESdBMvcqSEb02yeR6bC6xRf8if/PEf8w+/93uvqdn8uJZCSkkQhj7rH8XEcbTJWplRE2e4CpTWbFveVts7b/dmtm5m62a27vJ4VjVjLx4EjUaTOE4YjUYMh0OyLGV1bRVjDYsLiwCsrK4QRxFJHE/4m9cCZx2PPvYYn3nsSYaDIbaq2L9nNy+78w66dSZsnAYep64rYyaZsUv4yPXrxYV5zuZrRElIB1hsRRS1Qt9qVuBqZuN4sjrnMAAOFloRd23vkgSKHZ1oIrUe1rzAtDRkle9UHgpfEzam11XWOx+R9jTFMVVwOqKxZXRfoJvombbjcF4SdT3ns8fXOdHPefLsgNW0ZC7WZEaQl4bPnFynMF7xZrSRg/MyrsmgQDlLv7QMCy8UMsgrnsj8NhqBpBtrEt2lFSmMdZO6r0hB5SAJJL1GSKAkgfJSq44IIbwD7E9kyw+csfzhH/4hN918E/Pz89cUARH41LZzvn9cNJnE0RZ67bWM2wx/jeB8cGUr/MPAK3pVDIcjHA6lFdZahsMhzvksmnUWWXeXeaZFipSSxYUFHnrsCXZv38Z9976MTrs9Lvj0dkwInLVUlVfxGtuQy0WMnXPMz/UQZ56mESocggagRUE39jUUzil2dWKeWhmR1tLGAEutmFfvnaMTK2KtWMt8k/dRaUkLT/uRUqGEb9AeB5KlVshCI2C5FbC9ExHXkVD9ecrGjO2+cZbKwoMnNvjLp1fpZzkbuaE0lryCjzy96ovV6/6GZWUp6qJwKSqKSiClmPQQykqDKQwDWbEyKlAChmlOEmwjUIJW6O2+AApjaUaK5bbvRSmQU3Ualx8X6yx/9ZkHOXPmDK965StQ8urdiaap2EmSkMQxYRggpYApTd6ZXZvhalC16Nm4vtxjZutmtm5m6y6H68QZ8wMspaTVatFsNimKnDTLSOIE8JMzHY1I4piqqnzGS1ydCzqGEIKdO3bw8ONP0mk2eM39r2RxYX7TyZrK7lhrKYpiwpudnqwXT9pep4M8copQC2wtnakq6ESSXhxSGMW+Tsj5tOJk3/ccc847Bfft6nHnthZJ4KPkZ/u5F+QoDHllqIxFKY2SEGpJrCWLrZDFZsBi00udNmPP/lXXwcPR4TOJ/azio4dXOXxuQFqWk0m4mlV8+PCKj0g5n9I31lEZP72KymDHE9p44ZHSOrLK95s4vubFPLqBj4rct2cOLQXNQCKl9uVw1tFLPP9Y142Vn2nyOhwra2v86Z/8CV//DX+LJImfcRzH90KgA+IkoZHEE3n7mRM2w7PBuG8hUKtxBnS73cnfq6oiyzJ6vbk6O39JJehVt71zx3Z279jO6159/2YWW2zSXqb7qUyCE5fJgE+Ea5IEaSuqsiKzvjbVWMfObkKoJdvbMV986wK/9ukTPHF+iHWOhUbI2+/byat2tamc4Oyg5PywYFB4eWNnrZeNdhahJFb4xcktCwm7ehGtOEBvJS18XueWwNdIlJWlE0laQUynITh8vs+g9D0iVS0WNFY9c/heOYGSNEOJQTAsTF0/W8s74xiVFiUFJweSo6sj5pKAVqS9pLYSzDU0+xcSwqns6jMtNqyxvPu3f4d9+/azd8+ea+Y1CSHYtXMneqpwfYYZrhWiZgE4B9YahJjZupmtm9m6K+E6ccbEJJU9LqaMopgo2qR6ZVkKQBhGEwnxax4wAXNzcywuzPOyO++gkSSbDtb4I0JMlPHqrwAXcWovmhRx7NOsVVmQOT+U1lqW2wkWL9f+tS/bziOnN/jjJ84xKAyhEty7s8fb79tGM9RklePIauabHWeG9bTwqVrpbyyBv5kXm37C7u5GtBI/YbfUcX3eF/5+nCrrCIRjuRVgCFnPDIcvDMjNmC/t0/pCjHtEeKnSoG68jFQUJp+Ie9haAWjsoOI0JzZyltbSWtY0RDsfYVpoKPYuJFtS09cSFfnYX36Co8eO86Y3vbE+k2tz8qWS7N61iyDYKtIxwwzXCuccUioajQZpllEWRa2zIwDf99A5V0eSLc9GRQtglKZ0Ou2JHZPjlg119t/vrw5Y1DbEXobWPB1BnO+0eHpjnUwmhIGfzzfNN7htuc3tiwn37GrTCiUPHD5HbiWv3d/lzp1z3r4NS1ZGfoGynlWUxqGEr6tF+CCNEoI9nYBblxq+RlgwiXB/PjEdkNMC7t3V5rblBiBYGZU80Q05sVFg6l43w7zC1DUSZeUpPAvNiDhQnO1nSODkum98r+R48egXK1IKLgwLstKiVUmi/aKtFSWUxtOXlHM4MbY79fjUUURXvycdrK1v8IEPfIB3vOPt11yHA367YRheYg8//8+aGW4EyFqlLstyYGbrZrZuZuuuhuvEGfP3X5JEvqHyYIC1ro4OeActy3OCIECpzfqta984lGWBEJIwCLDWIpVX2RM1LbEoii3bHd+MDi6pyxr/TUrJQq/DwY11RqpJqH2Pre3tiB29hG2tkFfsanLH9ha7GnB4vWRPJ+SNt22jEWkuDCtWRiUXhgUXRiX9vKrryxyFcfWE9epCuzoBty4mBIGXlpebkjfXBcZ5qG6seeMt876vlxWc62c83o18HzC8szbISizQiQJfzyX9xG2GXsY0lHBsLSWvBVCmT9P6Mj5Or2coJVlLKyIl2NmLmWskFJUjCepawStOXg9ZU0f/6L1/zIFbbuauO55d+zyBIAyC2WJlhucFay3G2poWLXBuU7l1NBoShiFKa4SUCHFpz5QrwVnHXz34EL1uB2stSm8GjExVTRgGF2/vmepQF7ptHj0xpGw2CMGriCnfM3CuEdAINffs6XH7ju6kCecDR9c4vOJrPM8NC0aFp2HLuk+MsI7KefuQBJJdcw20kqhx0ElcP/NLIIiUYLnlH/YOx65ezO65mJVhyamNnFPrGWuZp1rv6ETs6UVeeUwKjqymFJVhIzc0s7KuE4FRYXy/nEASB4qV1D8frLNESpFWie/3WFkkjrlGgJKbKsHDwjJMM9IKorrvZKwlTz75FNuWl/nWb/5mXwNxjWySTYGAWW3YDM8Bzk05VbXzM7N1M1s3s3WXxXXjjIGfuJuZKIe1vjmvMYYsy+h2uzgkUunJIF/TwAl44qlD5FnmJ+q4MZ9zWGOopvpMTG9TCHHZKMU0XXGh1+GhwxsU7TYh3uwoAe1Is9gIaEQhc1rytlfsp6wsWgrO9HM+9vgFVtKKYVFxflgyKn0TQF3Lulpr/YR14wmbEGiJFDUt8TpJY09DCkkzgGY3qSmZjt29iD3zDVaGJWf6fuJuxAGBFCy3Q/Z0Q5LIS52e2ch56vyIQWFopRUuLz1d0ThchVdBDBUVcGpQR7mcpRl5YQ6J5yTfvBDTjjRSCrycCKSlZZgVZJXnp3djTUNLBoMBjz3yCP/sn/9z2u3mc0pRzxYrMzxXuLqGbCyxPP1+WZakaUqvNwfOkTR824RrhXGONE3Zt3e3zxY7h5tanIzxbO5d56DbaZMcOU9uFxmVjkboFW6LsiIMFBu54dzAZ/gTLfnw4VUOnR8wqgSro5y8MmglaUUBsVYY58BKtHPMJZqXb2+y1IlQQmzJ/j/bY30xcNn9O9ACFhoBncgvDBYSRVZZWpFmeyeiHftHrTGeBt/PInLjqCovg+3wTWIra1loxhjnGOTVpA9lI3TEgwItBauZoagMO7uemdFOQvp5xYMn+gyzEqUV842Q5VbAjpbiXb/1bt7xjrezbdvShI1wLeP4+R7rGW5sjNdJ0zWyM1s3s3UzW3d5XCfOmHfEhBBTDXR9RsNax2A4AOeI4xiBI2k2tpJqn3HrsNHv0+12J7L4Y1nTcWp8jGtRrNlU3YFOq0XTnCS3llEliLQkUgpjLFL6NPipvk/BtkPJiWHBB55aYX1UMKxgdeRrxUItaYbaf9c5kALtoBsp7lxKWO7ESCGvuwl7xWOoDXEgBNvaIXOJn7hzsSQ3jlao2dmL6MTekbLWIW3JehaSV5ZhXtEM/dlmlWMYVDQCRTcJGZaGjbwkr0xdWwan+wXGwlrmFZIWmgGhhFYSMioMnz3VZ32YI6Wkk4QsNQN2dgI+9bGPsbi4yFvf8ubNlgk3yOSd4QaEEJO6CaCmw0hMVU0WLVIKjPHF7OPCYqE0SdK4pl1M7FlN+Wk1GoyVYp1zk8XJldo/Xi6CPI0kielGktN5jlMBlfO1rql2PHpmiBRD+rkvkD+9kXFibURa+YdwWlQIIejGmjuWW6SlZSUtsRaW2yGv2dPituWWL+IWXPU4rjdIBKGExYZmLmnhhECPWRSAQaC0Yvd8E4SglwTs6QSUFirrx2pcf3FsZYhRoGXAsKjIy4qilJzuC073C870c/YOYkKtKM2AJ88NuJBWRNJvN6scZVXx4Kce4qMf+TDf9w+/B1X3XJxhhs8FnHMIOR2onNm6ma2b2bor4TpxxkQtIQlVZQBPUXTOZ8WGwyGNZtMLWtSqddcyzJOJ5nyB51g5cXznT4RA3JWVep5pskZxRC8JOFPklDLEOu9MRRJObShy02ct9UIWlXE8da7PhaGn6eWVJa98unapGbJvvsFGVrGRGayTLLUC7t/V4q4dHSI9buR8Y0zYCecYn7GKlGB7K2CxFeAQBDVdUAo/caUSLHebVBaaoWK+oSnKCotkLS1ZTwt6jZB+VlGUBVYJtAroZyVlZUjzkpPGcaqfc35QsLsb+iaLbsQT5wac6RdoCd04YKntGxeub6zz4z/+k/y9v/d3SZJ4kta+FindGWZ4TnCXqin6etXKF5ZPOWtZltJoNgnDgCSJicNnZ659X0UzaTwOXJHiPX3Pj4Voxu9f/BklJEudBo9fyBlVjvXMi/GEEk72S3CWUAcMipKVYeGLun18iTjUtAPJy7Z3mG8EHFtLaQSSVqh43U09bltqeHbADTr/hBBIIVGITfpyfS7jOH8r0ty81GLPApSmzen1nAvDkpftaGMdnNrIsXgl2UFuKI2hqAQbhaVMU4QQZGWAEoJhUfH0ypCsssSBIg40VeUXga6/wU//6L/i7d/wdSxvW56wKWa2bYbPBZzzval8dsxnwma2bmbrZrbu8rhOnDFfxDemC46LJ4WwVJUX1ei022gl6baa6Gc5wK4uDg2DsKahjelBW1Pl0xdu/Ppy7235O4LlXotHz6SMBPRziXUOLRxnBoXvb6UVFjg/yBnW0RLnfFQo1oqFhuaObW0iLRkVhkYo6USa1+zvcftS4pVqxLWn7K83jGl8Qjn09MStMdbKaYaa/YstlnsWY9tspAUn1738aaAlw9xw8EKKUoqsNKxnFaOiwgJrWUVhS99Uu+apD4uKIysjhqUhVIo4UJRVhQNiKn7nl36Oqiz50i/5YoSQM7rhDJ9zjG3BuHZinCXO84yyLFlseupso5H4OopnQaEdR4bFWNCmXmxMCty39Gm5tE5h2j5ObxNg23yX5f6QY0Zzam1EXnmKeTPSNCNNaSo2sgIlBM3I1w9E0tFNAu7c3ubeXR1OrKUIINGCuUTTDmW9MBGX7PN6npeXPCPGFPqLqPTTdQlSSUIsZ9ZzHjndJzewhwiEL/CXzlPWdV3kLwT0c68sa2uROOPgXD9jPSsJlKgbqTpcoGiORvzGL/0XAmH55m/6plrM4PodwxleinC10+VfzWzdzNbNbN2VcZ04Y5sTYlNG3i+o+4MBYRAQhiFaay89fg2N3LbAQVlWkyjMOBs2nRWbLuKDzck7EfK4Qu0YwNJcl+XVVQo0p/u+cNM6h5YF3STEWl8TlpYVSd0rTApHogW9JOSenR1u39biidMbaOFoaMFiQ7GQqMv2SbjeJ+wYz37iglKKphCMSsOZ9YzT/YpeotmRBLU4hyDWAvA85aDuYbGalmjp1THXann8s4OMlZHnHsd6PHklQVbyyQc/yHt+61f4rz/3c3Q6nWep2zTDDM8RF9EUYbNubBq+344j0BqtNVEUPavHi8NhjOHALTcTBAFS+LlhKzMppx+LEEVRNAlOCSGIotDTwweDK26/02qyHG1wrhBsZCV5XQ/bigOMdRR1xj9Ukkj5aHAr0ty02GLvXOyVxaSkl4Q4Aa04YFBYstL4dh/i0qDNjYCLbd7FGJ+Ts44jKyM+8vQ6hy+kBEpw+PwAJSWBlqynBUVlqKyYCBk1QkVpLGleYV3FWlqQFj76b51f6GalJVaCJz/wB3zsT36fn/6Zn2ZhcQEtLya4zzDDiw8vxFYHY8XM1s1s3czWXQnXiTPGllR2TWCjqipGoxHNZhMpFVEU+X5Oz2K744na63VpNpsTR84aUysX1p9zzk/kWjxj7PBEcURRlORZdsX6sVazwUK0wpqVrIwKRkUFDlqxphU5srIiK633+oFGqIilo5NE3LrcYv9CA2v9/huhRUpJIwpJK0dlfT8KdUPeXpt4pom7CS+T+qlja3zqxJDKWpqB4lPH1mlGiqy0rKdeUnVUWi+lrwSBUuSVIS39hF0ZFQxyT0O1QlBZS1Z5+kB55hC/8dM/ypve9Cbe+ta3orSXrJ1hhhcdFy1GxnZvPCecY1LMHicJUvo6iitFdq++K8fOHdt9MTt42+fsJZYkjuMJTVwKidKKLMtQSk1qLi7ep9aabe2IlSJksRWxlpb0koBOHGAcaCFQUiCkoBcHzCUBi62Q+UbARu6DVU1l0e2QyvmGqCc3CgIl2NWNScJLC9pvNFzJ5hXOcfhCyocPrfHEuQErwxLrHNY5okBD3acHBEmoSAI9eVAVlWeO5JWhqHzPxlALL+xUL3izw5/hvb/4c7zxTW/ia776qydUqBshgDfDSwvj/mL+/p/Zupmtm9m6K+G6ccbG/cVgnGF2jEZDnLUkcYIQ0Gj4BtDPlk5mrOWW/fsmKjtSKYzx4g/TfoGUkmariak8z1lrhdYBfdunrJ00uPTGU0qxoxOxlit6SUBRGeJAsdSKUUoSOkWgpI8EKMliIyQJFbt6Cb0kYG1UEmtBLxLEMsQKibGOM/2CSMFyO0bqzbTvjY7LTVxX6x4OcsMDxzZ46NSQ42tDimpzzKNA15GoCq0UDkhCjRKi7kfm3fhRaUgLgxC+XxuAlpLKOqKiz5/+j5+iyIb84A/+AI04rJ3kG3MCz3CDQYgti41pesz49kvTEcYY4igiCLQvan8O96hzXlFsQsUxxstKsxmE0loTBLpWmK0ZAji0DuqG1PKyFB6AuWbEPb2Q0nU5tTYiiSK0EpSVJQkk4w4+3URz80IDKXzzz8L4iGYlJGlpMRZyYymM5cJIEaqCHZ2IUKs6LPfSgMPhHJzrF3zk0AqfOrbGalYRKkFe+fMXhZnQc5qhInKKwlgKY6iMD86ZuiYlCjzB2zrfYDVSArV6nPe889/hTMn3ft/30WgkKKme4chmmOHFgJis5S5mHs1s3czWzWzdVlw3zpinAm59PRgMJqnkMAx9+vo5LJg3nbzaKFhbZ8Y2G/5550sTBgEiDCcGYZwxU0pdla4412pwe1MzMF2eDpWvb0tCisoiY1V3Effe/M5OxFIrREvJsDBo6TM7gZIoJzGVZVhaclMSBwolC//52gF5qbkM494Ro9LyiSNrfOjgBY6spX4iAllNN5CinEzeblw7Z86QVcY7acZirL+mUSAnFIkxH7npSj71rnfy6Cc+xLd/13dz7z0vR9dtEmaO2AyfCwg2FyLTpkRMAkNeWczXTjSJ6kXKc7lHpwvYXf3vYj5ukiSXVRG9uKh8kz6+uYFmI0HkQ774wDYOrTYpjSNSAikcmYE0LxmdP8XqoSfZ9VVfyYl+RWksw8Jwpp8zzP3DONCSRuCpPUVl2cgNC5Uh0NKLAIi6ryLXHim/HjEOFwkcUaBYasfMNWFllJOWOZGWFMZRWefH38H6KGdQVHWbFz/+xjoC7elQUnhBgU6skcWIP/vVn+Hc0YP8k//zh3jj61+7hW4/wwyfW2zajK11WjNbN7N1M1t3Ma4TZ8xdsjDJMl/UGQQBURT59LJ4dkWd4DNJFwt1gO/8XTNaJ9mtOI43ozJT+9Fqq7d98WQVQtBsJJhRyhv2L7OtqcmtIFACZwxBoMkrgzUGN1rnjvkm7VaDUxs5zjnS0rKelgzqosVAe8fMKckwr1gPJZ3YeIewjsFId+PedJeDA/LCsDIqSY2jGQa+/ivN60bPDlO7baHyWa4sLRjk5aTI0zl/XUMtSQLvPFfW0QgUsYITH3wPn3zvu7jt9tv5vu/9Hk95vUFT2jPcmHBc6oSxWdlAlmUURUGSJDQaycQmPev9WEdlqonC1VQu2tsPKWvbGk7+Yp2bLEyE9MGp6R49F0NpzcOf/DRCPsJr3vhmZBARat+k/sKo4sSps/zoT/wwp0+fZsddryKVDTayknP9FFtHzQMlCZVkFCgCKRjlFVoKRqVG1jUYakq86Eapl70yBEutkLfcusDuXsxT50Y+GlwZlJTklWU9K3E4BkVFUdmJ2NNEjKC+nnllWWzFRFqyGDre+8s/y+Mffz+ve/0b+Yf/4LsIguDze6ozzMBm8Glm62a2bmbrrozrxBkTWxwc52A4GuGco91uEwQBSZI8J7lKh5tI2E9k7YV3wiSbxaVRFBHWF/TiYkrfDf7q+9Ras3L+HMvLgtffvJv1rCLSimYo2cgNZzdyzh95kn/zT7+Pr/76t/Pmr/9WLoxKNtKS84OcwvpiVyXFxJnY0YkoK8NGWlG2NMZapLiM8MUNPWE3o1jtWHHvrg6NUHFuUHJ4ZURaVgTKX49BUWGsz35t1N3cTa3E41WathYIt2PfAmG5FXL8rz7En/7SfyWKQn7kR/41e/fs3kIXm2GGzw/8wmScdR8MBlhr6fV6fgERhs+4hcvBWIM1vsE9zk367lgEEm8zxvUT1lryPMdaR6OOHkvhFzBZll1xH0pKdu3ayXd+53dx8037+VtvfwefefBBvucffBdz7R7/7ZfeyYOf+TTf8I//PZ9dcQzLDUZ5hXWOJNSESiAlVNairaS0jo3CktsSB3TCnMVWxEIrInoWDWCvV4j6PwksNwOca5CVlqwyzCXa99/pZwyKamLbtZKUxtaPLTGx/1oKYiVoa9jbC3j/r76Tj77nN9mxYyf/4d//W3q93g3/XJjhxsdWh2Jm62a2bmbrroTrxBmbjpr4os7hYIBSik6nQxRFz6ob+zSmG/8xdcGs24zRjLNiiPHnDbKOlgghUEpOIidXEp8QQhAGAd/3j36AL3rzF/INb/9brJ/rkyzOs3dxmXK4wb//yR9jdXUVtesuPnNig0FhWBlmOPxkD5Uk1r6QtJSCrLK+34KrOLZe0skMc42ARujlU2/8289jPHEDKbhlIaEVSh48OWA9LamqiLK+VsW6d8Rsnb62E9qod6ilBI0v4LTW0tCC5XbM+tMP8/s/868oh32++/u/ny/54i96SUzeGW48XJ6m6BcplalI05RWq02j0SBpJEj17NkAftubgZrJvS4EEjeJFMdxRFlVjIYj8jwnDEMf9Kq/p6+hCfqeXTt529vexn////03/uS97yWKY77qK78CGYT82i/9T+7+4q9jsO1OVleGvqeg9W1MtJKE0tfuaukL4Qvji7QLYzk/LNlIHYPC0Yy1b4z6rEfh+oIPAVKLB8ByO/IUnlbIyfWcUxsZg7wijQNsPU5p4dkSnqbtpZ+TQNIINYmWLLUiHvuz3+IP/ufPoZTin/+Lf8mrXvXKCf16hhmuL8xs3czWzWzd5XDdOGPj7JhzjixLsdaysLBAGIbPOX0NPttkrZ2Id4xXQvWtUkdNPFfZGMNolJJlGXEc02m3vXcv5IRrfDXs3LmDO26/jR/9Nz/CL//yLzMcDvnO7/5uvud7vpv3vOtX+NhHPsJXfM+PcDrewYlzA/K61ilSknbsFYcqUyFEQGWhqKzvLm4r3JrjgoILSciB5Sad6MaPnoxRk0XrSQiLrYiX7xREgeRcP2I9qzi1kXNBSYy1gCBU3pBVxtXqOX4CR9o7tImG+SSg2T/BO//zD3HhzCne/NYv4Qe+/x8RhuEN3bdthhsXF9MUN9+F4WCAdY75+Tlv96L4ue9nTGMeZ9HrN0UtIJI0EtIsI0szrLUTqpCUYlLDqYOAIAwpi6Le5tYDH9fZftu3fjO3334bP/kTP8FTTzzOr/zKr3qVyLBJ71VvY1BCUrNIJsXXQlBa3zA10pJGKOuWHzDKK4ZAHCgCWZJmBZ1IcyNXy4opD3y8cNDCMZ9owoWYduiDSaPS0ow0WenVftezklHh5bTHi5O5RkQcKBYSzcpnP8gv/ux/oipLvv27vpu//fZvmAQRL9n3DDN8XjBmPfnfYWbrZrZuZusuxnXkjI3lTn1vsSAI6Xa7tXCHT18/H+930kvM7wTw3FQfNUkoioLhaERVVl7II5zioAoIgmCyjYuLO8fbD4OAb/zbb6c/GPDu3/h1RqMhH/nwh/iar/lqfuF//A/23ftaxM33s5pVE2lOgecv+/Ss7yumpEDJzRurMo7VtCLUAuMKBqmmHaob+sYbY1LgizdaAKGCbZ2IRig5uZpydL2gNJasiklLX/9XGst6VlAIr5g0nrxJoElCRTvUzDPg//l3/ydPP/Eo+/bfxL/7tz/G4uLilizrS2EMZ7iB4NxFCoqbjVD7gwHNupC92WwSaL3lc88GXlLaF1K6qUWKBUKtyVJfrxEEAd1OhyAMNgve659KSZI4BucmBfJj1dvp4+l1u7zpDW/grV/0Rfz4j/84v/orvwxCcs/f/AdUzUUC50gCTSvStKMAgaMTaZqRIgnVZH+hVgRKMHJ1TyAta5stpuNoNyQufl44HMY5BrkhLR2NSLPcDFkdlVjrqddZaVlshshWRFVVaAnNKCAJFG1lOPPYA/z3f/9/sbG+xld/7f/Gv/i/foh2qwVi81k5s28zfL6waefEhMEys3V+OzNbN7N1F+M6csZ8+jrPM7IsY+eOHQRB4HuDCfGcB9y5zck0dsSc35B3oMKQ0cinroUQtFotkjhGjKMm48kTBIRRRJHnW3jQF994u3ft4ge///t425d/GT/1kz/Jhz/4QX7sR3+UcxdWeO3b/w/6laAZ+V5jUgiSQKGFI9QaJRy9RkgSyLpRsURL2EhLPz7CK/AUpWGTZHnj49KxdCgBzVCzay4hCjVZ5Z2uYWFIS0tpLKGWGGMZFb7hcycOmGvGNANBV+T8wr/7ER781CeYm1/gP/74T3Dfvfc8Z7rrDDO8MLi8YEye51hjmZvr0Ww2SZLNSPFzKmqvnT6pNjsUSiFQUuKslw/WWtNqNQnCoC5+v+RIieMIh6MsK1wtFW2qagtlW0pJXhS02m1+6If+GUePHuXhxw+y/Z43MJSCdhywrR3TCjVaCZqh5GXbfX/F0/2CoyspgzSnsgIlFDu7SR2QEjQCSaDEDb04GcNONMagMI6TqylPnOnjhCRUgqCmqUdKYJxACh9Bb0aKhUabhWbgRYpG6/w/P/EfeO/vv5v++jpvfsub+S8/9ZMsLsy/pBYnM9zY8M7Y+Jm+eS/ObN3M1s1s3aW4TpyxiRjpJCvWaDRoNBpEUfi8BnxMfXS1eo6r1VkcAlFPLGMMYRDQarUIgqkIzdSMlUrSSBKkEJPJaa3dIqkKvv4sDALe+pY387rXvJpv+uZv4V2//mu87Iu/Dr3jAEhBEmjmGhHdmh8cKcHubsRSO6ZfVAxyQ2UsWtWS7KH2PdDCOrpSUyZvxK7tl4Odcmitc5TWcXo9ZT2tsAhsVdEMFLEWZKXvdK+EoBP7HmPNQNKK/XXTruLsUw/xi7/883zkfX9EHCf8m3/zr/mqt30ZWte88JfQBJ7hBoPYet+No8fD0Yher0er1aLZbExotM/1Hh3bpelvj22gMWYS9U3TDK0DlNycE5OgiAAlFY04oQr8d0TdnHF1dQ1jzOTzcRzz0KOP8bpX389Xf83XUH38SYLOAkFpiJWkQYmUmtJYkiCgFQdESjBIC7LKourIeCNUbGvqmkIEkVYk4XOPml8P2Oyl6P8rjOHYWs7DpwYMCkcjcIRKklW+12Ij0oTaYp0jDHx9cGUtw9zQIOe//4d/ye+9+12UZcltd9zBT/6Xn2HHjh3PK2g5wwwvNJxzFEVJGIa12nFNUZzZOmBm62a2biuuE2fMp2aNqSjygqXFBZIkodVsPu8tjyeilNJnw8bKLXWnblNVE26xEFzRuREIwjDA4ZClmjQYtNYyqpUfx5M1imMef+ogr7j3Hn7s3/5b/r/f8d3c9davZaADlJRsb4XMNXyjQQHs6iW8Zn+XSAmePO+dkKIocUFAJ9IsNsNJ8+JQS1qB2HIz3shwdabS4RAOcut4+tyQR077KEozEN5ACQiUohFYAuXPuxFqOrGml/ifgXD81Yf+jP/4T3+QM6dPEoUh//SH/hl/59u+7Xk79TPM8ILAXZpNL8uCPMtY2LmLTqfzgsj0GrNp8zwN2Ed1K2MmCwtrLVVVYa0XLBr3VbxErVUKAqFx+MVVmqZbzkEIQRyF9Pt9Dh1+mg/8xQd5+Wu/gtNCYB2MyopzmSA0BdbB+WHB0dWUPXMJzjoWWhFLzYBBboi1oJco4kABjiQM6t9vTEyPkwRyY3jk9JCD51MK44gUBBIK6xiVltI4tPL1w1hHUVSkzvnvVpYjxw/y3ve8ByEkUinyvKAQGuMc41Ga2bcZrgcIKRkMB8yHc5P3ZrZuZutmtu7yuE6csTpiMhwRRiGdTpd2u7VFNOO5C3jYibM1pigKvKGojO/9JaWkKAq01r4g8DKLdodDIomjiCgIsc4iEFTGUBQFZVlOPquV4sLKGidPnaLX67G4cw9ze28jHfm0fVkWZIVAqgAtYT2rOL6ekyg4s5ETKknSSqispRkqtjX8zWisJQ41zXhTAvZGvhmnaYk4x6AwPHVuxOGVjFHlC2EdkrxyjEpDqH2dXFXLnyopGRUVaVGRliGnH/0kP/yD/5Dz584B8AWveS3f+nf/Pmqq/u9GHq8ZXgq4tHH8YDgkSRK63Q5xHE3efz73qrXWBzrGdRt1vawxdkLXHn9mk8btJouUi1GZitEopSiKy6rKaq25+/bb+MM/+TNWV1b5wrvu5emnB5Pz2CgsosgpjO8lc34AWWlZaockoUa0AhqBJM8LjqwY2o2Y5aZC1EGzGxGbUWJ/zXPjePT0kMfODCmNQymBAoyDNDdU1j+fjHVUxkeLq7pNR+UgdDC/ax9f93e+i207dvCBP/wdPvnRD/L+P/kj7rn1O6Beotz4/YlmeClAK0WWZVSVpwnCzNbNbN3M1l0J14kzRq1kOKQ3N0e73Xpe6jrTGPecctNKivVPY6ynLk5TDh044S6JnDA9Hz3PkVGakuf5Fqri+PO7d27nwYcf5WMf/jB33/tKwiim6g/RSrBeQEEFGEpjeer8gEfObLCn1yDRgj1zDba3Q/q5QeFVeJqJRgtBGCgifeNGT8aYnrw4SEvLQ6cGHFnNKK0jko5IetpiVlgK4/UWvWy9wTlIrW9ZoIQgLQ1rGwOyrGD/LQc4ffIEjz36KE8cPsryfA9mPcVmuA4wbpUxRlEUpGnK3j17aLdbz3v7k6b2l7FJrl6QjCNS48/meUEcx6h6jmy2jPCmLi8KhqMhZVFOKN/TEWXnHIPhkMNHj3Hi5Gn+xju+lSN9S2UdgZIEUnp6d704kcLXdGRlSV76/olZViC1JrWSjdQyqnIEIbGWNKeixVdqLfJi47k+8MdqbWnleOj0gCfODMhLQxB4irpU0os11YsT6/yYR6HG1S8q6/zC0jkIIr72738v68MU4jaf/vhH+M1f+WX+zjf/bRbm57dcl5fKImWGGxNaa+IoYjgc0OvNUVXlzNbNbN3M1l0B140zNm64Nz8/R6Px3Bo8Xw7TymVjmRrnHNaY2osf/8mr2kzohpeJnIy9/izLGY1GmDoNvuUz9feXFxc5fOQojz/xJN/0Pf+EPz1f1n0XBNY5BnmFdd4YWOewI0cr1IhGQFoastIggGFe8uhZQysO2dkJWGh50Y8bGdOOmHWOYWl5+GSfp84Nqaxv/ieUxCAoK0teOYTwY1VVtdKRo5aMdUjhKIxj38u/gB/8j/+N7bt28Us//e/5yJ/9EX/0u+/mDa982cTJHjvVL4XJO8ONB+c2A0TgGI5GRFHE4uJiTZV+/vTjcZsIa+0kIu0c2HHhuvMrFFHXVKRpipCCMAgpy4LRKJ2iXftFhaf4eFs6PXeyPOfJw0c4euwEB596ig9/+ENsf/1Xc3g1RdQiPI3IU4iLCoxz1IKoaAHg6T1Sa5qRxjrIa9tXGTc5dn9edrP4/hn0iya2+yLq+USUaer98SLiokEcb+h5XQ9XH2w/LTi7kSOFoBkHBErQjQMSLbFAXlQMS0NpIVTKF/XXR1Y5JtcsDvwickOHHHjl6znwslfw8EN/xUc++pf8ja/4coS+fLR/hhk+15BSsrxtmWPHjtNqtWe2bmbrZrbuKrhunLF+f4P5+Xl63Z6nFD5PTEdNjLVoNgs2bV2j5u/VzVqvsqrI8tyrKdbvVaYa+3ATR8yn3qvJJJ720CtjWFld48jxE/zlA5/ivte+kRPM0883asUcNYmMF5VFAFr6nhNFWVEZr5hYFiVCB1TCF4KSV6ymknZUQRxccp6fDzwfh2ZsFEal5cETfQ6eG3qFxEATakkceJEOJR3O+cyYQGwpcHXOR1IqY8A54iTh5a/9QtZHOV/4//lmPvHB9/Hb7/pN/sF3fjt79+5BMsuOzfD5hXWWUTryL5xjOBxy0037t9Q0wvOLTo4DS2bc7B78g3YSKd60V+NaitFwRCpSyrKcUHrGxzFpPzH1PWMMK2trPHHoabIs5/Zbb+ZXf/EXUEqTdOZopyngWGjGxFrSjRWFcfSzitVR7o9JKrR0hMKy0NBsb4cMM9jIfcPWuUQQSkde5OB8xNQX5Huqd1EUjNKMPPc2uawMRVlijCFLU0bDga8DrhuuRlFEu9NF1vT3Ms8py5LhYDBR8QXotNvs2LWLm/fvY3l52Qv/PJ8gjoNOHLB/PmEjq8grSygM23oxWgrSvOSCFeSVQGpBpHzATUmBsRYFNOIAYx1ZaSmMRQqIGk2++u3fzM/+64d48onH4Su+HFPXzMxCTTN83iFgeWmJ8+fOs9HfIMuyma2b2bqZrbsCrgtnbBwp3rZt20Tx7oXA2NHa0itCCJwTl72CZVFMhDmUUgyHA4qirL8mtjh4F2fDnHOkWcbjBw9z4tRpzp87zx/8zrv5uu/8Jzx+IaWyjiRQNEJNK1RYYzBakBvIK0MgN3uYKSkIo5BWpJHCkZfjqIeXfN9C8bsMLjuJ3NZIyeSzUxGTaUrmZB9ThmrqS/61ez6G1EdRirIiLX0tXEOAEtCNNe04wDrn09xYMiVASELpmyniLMb66JuzFqlkrdJj2dABN9/zBdz1ii/goQc+yvs/8EG+5ZvegdSSKwzZDDNMIIRQwAPACefc3xBC3AT8GrAAfBL4FudcIYSIgP8JvAq4ALzdOff01bZdleWkphGg2+0yP1cXuNeRyecT5BhHU6MwJM+yqajvpmqpYNOejRcpRVFcdq5PB5z8Zx1FkXPk2AmOnz7D8tIib379XVRlybGjR/hbf/sbuWs58XUAVUUgCopRH3v6JOdOn+bshTUG/b5fBAnJIeFoq4oPaB+Q8osjTzMqi5w8HZGlI6qqpDKOygmMqUiHAy8GkOeYymCsX7jkeUY2HJKmI4oi9zaqLthHCKRSdVTe709KRRAEBFE0PmGEEOgw5I7bb+cX/t+fZ2lx8TlfDwk44RvY37QQe0W1vKQRJ4SB5uygJDNQOoEVvmbE9yCShFqSV95Cm/oZGUgoDFTGUlaGm7/grXzx134DZ86cpawqpJQEs6z/DNeIF9PWgacq7tixnaeeOki73Z7Zupmtm9m6K+C6cMaMNSwvL9NqtSaT4YVQCnTOoZSc8IfHE09gx5nQiUEYT9SyLBkOhxMK4ng7Y0y2MZ0NqwznVy7w+KGnsZXhVfe8jF/+1V9j5cJ5br71DmwVIYRgLgmIA81c4jm0o8JHTgaZr4WSOLQrCaxgPgqZTywd6RgUIJ2hHQhcCevr3piUZUlelFjjDcxoNGSUpgwGA4bDEWVZMsoLqrLy59XfYDjsE+jAKxjW2aROt+cjKA7yLKUqS0ajIVmWkmUZxhhazSZLy9u4+667eNUr76PVal4SRXouaMUBNy8kzCe+E7twhqVOQiOUDPOKdWfISoF0ECpBoiVaSbTSlGVFVDd5zitLVhqU9HdOEEZ89Tf+XQ499hCnT50EPLURmOXHZngmfB/wKNCpX/8H4Cedc78mhPhvwN8H/u/656pz7oAQ4h31595+tQ0LKQnrh6EQgp07d6J18ILSZgWCKAy9GNFku25S0H7xni7O8I+P7eIIcVmWrPf7PHX4CBv9ASePH+PBT32SBz7xAMePnyAdpTzwyU/ziQe+m9PnzpOPhpRZ6hcLWYoxhrIscdYQRjHtTndCH8pST/tuttroICQbDRnVixAhBK12hyhOACYUJ4SobbvFWUeWjhiNRjVrwXIpNjk/41PVWvtWKgKkkBhTgfDtS5584kmePnKUxcWF5/U8EoASkkboFx+mFVNVhmMXRhxbL8gMJIGkESiyoqQygtLHumrKuleQtQ6ks1ghSUvDMCsQMuCu138pv/Nff4xv/87vYM++vZP2LTPMcA148Wxdvbaan1+gN7fCtuXlma2b2bqZrbsCrgtnTADbti1z8Rx9vpNWCM8NvjgZYuvMz8VbH2fQxpGTZ5qw1lrSLOPQkWOcPXee5eUl7r3rDprNJgefeJzb77iTe/YuIM5knHMlkcgo+0MuHDxBfv44B4+dYjQckqUjEBKpNMIZEmVRUxxmcFjjoyfpaEA2HGKsASFxQuGAonainHOURYGondCqqshGI7I0JS8yrDFMJujkRq6l/aVASoVSPoISJw2ElJ6TXGfO4jjmP/+n/8hXfeVXPK/8cN1ZhEAKdnUjepEgy0vCICIMA84PSgaFY2QEFl/4KYUXP4gCn+EySvmascpirHdocT7bZqxlx8tfz9v+5jfx1MFD5EVBECv0SyiSMsMLDyHEbuCrgB8DfkD4Cf9W4Bvrj/wC8MP4BcrX1r8DvAv4WSGEcFfhDsdxxO233+b3hfB9duQLE3yqj99Td5QkDMMtEWApwDClKHuVuTCdGV9ZXeP4yZMURclqf0Cn1eQP/+AP+PjHPlrbTOmpxEXBRz/wPrI8AwdaK5TyiyStNVoptFJUpvJF7alfTGRZiqkV18Z9HPM8BxxaBwRBgNK6Pqa6zldsNnityoo8S8mydIuq7aVjAyCn7OpmTbGUksHGBlmWAoIoinDO8dmHH+H+V77iOdm66WcF9ZhLHFllOXYh5YlzKRuFRSlJI1Q4a/y4VL6pfSPUjArDqLSTaLEQAmMr1tOK3PjAYnfPbRTG8Z73vIe//7//70RhwCUP0xlmuAgvtq0Dv+jXGvbv20cUhTNbN7N1M1t3BVwXzpjWmkbSmNDfXojJOqbR6cAr+kwwTle7ccPkZ6b6XeyIGeMzaGvrGzz19BFGacrhgwf5sz9+L3+0sEh/OOKRRx6j0WrzA//gOzlz9gzpaESZZ1RFRlkavINlqKoKcCRJg0a741PWZUE6GiGAZrtNEESMhgPS0YCyLBFC0Gg0abTa/vhqAydqARJnLQjh095ZRpFnFzWn3hQuGUdQrN08X6U01hiUUkilqcoS2BQ4+ctPPMBXfcXbnte1GU9aKSSRdqhGRLMRYYzl9OqIgysZwxICJWiFilFRUVaGSkvy0kvbr2UVOFDSi6IofMHsqLTkRYlQigP3v5lf+g//lCefOsTtd92JVpKXDst4hhcBPwX8H0C7fr0ArDnnxkUJx4Fd9e+7gGMAzrlKCLFef/789AaFEN8OfDvA3r176bTb03973nSdK0EqhZmSZn62ssnOOc5dWOGTn3mIvCxpxBGvePnd/NZv/RYf/9hHffDHWow1DDY2yHNfh+AXFRql9KQ9iXOuDuxApKJJLYY1BiUVKP+Z0WiItb5OVEq/yAqCgCLP0drbJByImt5TFDmj4WBL0f3lIITE272tn3F1YM7WLUr8Nvw4WVPx6MMPYazf73N5Lk2vVa1zDApbt+9IWR2VRIGiGUhCKXBCUjmHMQ4lBZV1ZJUjr+zkKWWtF3cqjMNYh5JgwhY33/dafu93f5dv+sZvpBF2XrAF7wwvafwUL7Ktq9/zomw8f2rilTCzdZuY2bobE9eFMxYEAdSp0zFeuAnrPf9pZ0QKX3+15VPXEDmx1nHm7BlOnj5DWZZsjFIW5nr89m/9Fh/50Iew1iCExDpLkaWcO3uadDScFJkGge9Er5RGSolWijAMJ40Js+GAovDc4LE6UDoasVGu+Xo258cqCAOCSSTIgRUIqcYHi7OWPMtIa/7xVkfsotGZiqCMsRlBUWTpiOGgj3OOIAhpOXjws5+lKEsS9dzr+6YdMn8EvtHfqfWUJ86OOJ/6Y+4lwSSLKYSgn5XEdcGnpyb6yevw6op5ZdjIKyoD0ljauw4QxE3e/e7f5gcPHCCKw5dMJGWGFxZCiL8BnHXOfVII8ZYXarvOuXcC7wS4//773bRA0Yv1IJnQW8b7qaku4hn2OZ6TRVHwxMFDHD1xispY9u/Zxf333cPa2hq/9a530d9Y36x1qO2VX1BERFG0STcXtaW11q8GhA+cjOsVxgsYpdSEbeB/+iJ0pRRVVfnAkJAorQFBVZUMB33yLL8CTefi89r8zLTtmdDTi2Lydx/lVjhrOXT4afK8IEniZ/1Mcm6s9eZrZNPScPDciIdO9dnIDRJHK1QsNYO6YayPJCsBkVa1bXNIKTbZHEISagi1gRKEcxghefkr7+cX//Pvc+TI08x375nFm2a4Kj5Xtg42a7tmtm5m62a27sq4ZmfsxSz09M3u5Hg/z+U8rgIfpWBKdGM8SS2XUhWvBGstJ06d5q8efhRjHc0k5hX33M3v/94f8NGPfJjKVDUF0DHob5COUpyzPu2sFFr7n9NZtrHRUEpN+pz5OrfNz42Gw7r41NYOXUAQhFSlrxVTWiHHjpg1lEU5SWNPKwVdDleKoICbmrj5VBTG4azh6NNPs76+7mkH4rlVYF0sgDKqLIcupBxZSTnTL1FS0Io1zVChBIRaMSj8+Pq+HZascpR2czuFMYyKCmPrzKeASicceOUb+MP3/C++4zu/g3b83AtUZ3jJ4w3A1wghvhKI8XUU/wXoCSF0HTHeDZyoP38C2AMcF0JooIu3eVfFxQuEFyNS7Kk69eKgtjNMqNmXq6YYCxFBXuR89pHHOHHmHO1Wk1ffdQe3HbiFMAw4dOgwJ48fZzDos1mX4CPEURT52o2xszm13+k9ivHf2FyYOOfQWmOtxVqLUtEkEy+VIgh9EKXIc7I0pSjyqwaZroYtdCYpJrQjIZjQtMejdOzoMTb6fd+g9jlcJud8lN7guDAsOXxhxLCoiKSgEWp2dBO0kpwdFOSV88phWhIp/08rwbAw9HPfAzPUAucUoZJY69VkQyW49e77EFLx0Q9/hFfce+9zGpcZ/lrhc2PrxuudcUHEzNbNbN3M1l0WzyYz9qIWesKLN1GVlFT+xeQ9B8ip4saLMe0sDEcjHnviKU6ePY8Dbt67m1fddw+DwYDf+PVfp7+xXlMOS/Ja8EIIQRCEvsHg2LnCR3HsWBjE72gztS7l5LPjY5iOnoShNwCmVpKRUqDqgljnLKPhkHQ0vOaJ+8wRlHxCZ5RSTvp4rK+tcvrsWV/sqZ49rXQ6igKCzDiOrqQ8fKrPhWGJdY52pFhMFIGWFMYyKAzOWUKtEAJK642tksKn+gEpBVGgCHKLxDu2Bh9Jeecf/CqPP/YY25fe8JKJpMzwwsI598+AfwZQR4v/sXPum4QQvwn8TXzw6duA362/8nv164/Wf3/fM9VQ1Nt+wY/9ctBa1/UIm2TsMTHl4iPwc97LKD/y+BOcvbDK7bfs596772J+fm5iH8IoRE6aVvugUqvdYfuOHSzMz5M0mkRxQtJosHf3Tnbv3k1hHD/5n/4jVVlsXajU29R1jYRfMMgt9k9KiQ4CjLFkWTphGrwQ2LSvAKIOavnRGQfF0ixjdXWNbctLz30/tYqtcpZWrP01EF7QSUnBei0BPSp9pDjWkkhLlBKkZVUvcvDS2EpNFiUOQYygHWm2Le7iplsO8PFPPMB311H5i+ueZ5hhjM+Vrau3/4Ie++Uws3VXx8zWXf+4Jmfsc1Ho+WJhfNNvLv3HsZKx43FlY+GcYzAc8VeffZgL6xt02i3uvesObj1wM2EQcOzYcY4fO8LG+voWZ0ZISRzFaK03natx9MZOye2zmVIfQ2mNq+vCpJSTjJkvflVTk9YbCmMq8rourJhKPz9bbF4egS9SdXWBqE8Xax0wnrhZnvPUU4e4+847n8f+/LlbYCMtOXh+yNqoRAmfzp5vhnSSkLW0Yj2rcIAWglh7CXsVCwJpGBSG1FikEARa1j8rXKUw1qGV4OY7XkbSaPGB97+fN7/pDc/5mGf4a4t/CvyaEOJHgU8DP1+///PALwohngJWgHd8no7vEggEWitkTUGZBKJqOR64NDud5zmHjh7FWPjSt7yRPbt2XkIBSkdp3YpEEAQBu3bv4Sd+6ie57957AUe71SKKIk83sQ4hBUePHuPnfvqnqMor26cJ1aduVTEOXEnlF1npyFOun+kxcjH9+ZkwZh1MsxW01kRxTNxoYRwcOXac22+79bkFccTm4jCOAnZ2HULkDAvDsDCcG+RUxlFaS1VZgkBTOUdWlFghGYsRSCFwQpBWXtypESqCCpSSNKOAbd2IV7/6C3jw058kLwriOGLcDPZGX6TM8DnFzNbVmNm6Z4mZrXteuNbM2E/xAhd6XowXcxC19mo0rk4hU2epfHbsUoyjCGma8ZmHH2FjOOKOAzdxz913MT/Xq50p51PVSk++AxCGIb25eXrdLo1miyCK0UHA0uI8e3btYueevfzJn/wpn/7Exy/Zr6jT3OMM1GTCBMHk+IWsHSMBeZrWMvzVJdt67vAT1phNR3azs73fv1KKY8ePMxYfeD77wgHWEAeahaa/Pu1I0000/dxP4rRWS2wG3rHtJJphbhgW/ry1AKV8yjvHEqpNvngr0mxv7uCW2+7g4594AGMsqnZq4XOXpZjhxoJz7s+BP69/PwS8+jKfyYBv+Jwe2DVg/JCW0gcnqpqyI+vm8s5t2qsxXacoC1ZWV1laXOT2AzcTx5t1A9O9CNvtNq1WC2sqgiCk3W5xy8038zM/+7NkeUG71eLrv/7rePSJp2g1m3zpW7+QdqtFq9Vi0O9PaDtb6kWlnNR4jO2zktLLQA8HE8r1teC5xPy82fUP8iiKCMKQKGkSxjHOOZ566iBf9sVvmWz/2dkMf1ZKQCNUhJ4ZjrGO1bRgVBqM8z11Aum3m5WWVWtohONgnsXW10nVC5ZpISItBZWFu+99BR/6iw+QZZmnGl3j+Mxs4F9vzGzdzNbNbN3nH8/ojL1YhZ7iMqo7LxbG9L/pvmEXKylOXzhrLaNRyuMHDxFFEV/2qleya+f2TZUZAVLiHSHrt6mUotXu8P3/+B/z5V/2ZSzOz5EkSR05kRNubhAErK+t8qm//NglN8YkNyXlpOhzHO2ZdoSMqUhHvtHfM09cMZmA1wpvtAzWyolDKOv+SGEUEzVaHD5yrC42lc/NIZuKooSBZmc3nqSxAc70C4rKUFlHXlZY57NilbEMspLSbgZvxplPn/oWNAKFkRatJI0oYLkT8trXvoY/+v3fJU1TgkC/ZBR4ZpjhShgHcrIsQwjfskMHAVmaUhnji8SVrO0h3HzTfrrdzhaq9MWY63XZtnM3WZoCcGF1jSeeeIL3/sn7eNWrXsm5c+c5euw4R48eZ+/unWil6HQ6LC5v48zp0+MD8z/HNklMKaz51RPpaESeZ89Y9/pCjJEQkiiOiMLIB7uCEB0E2LrX5MOPPuptXfhcBIv8sQ8Lw8n1jHP9nEFeMcy9IlqgJJEUvpVJ3YpkhMOFGmXAVBWD3D9jJj0x6y37Z49XIiuM47Y77iTLC/r9Ad1uh7FowjON340eUZ5hhpmtu7Yxmtm669fWXUtm7EUp9HSXUd15oeEzTV6lUUpJZcymk1Onlutjmfx0DrIs48y5c+zZtZPbbz3g06CXiZw0m03iOCGLMqIootVq8ZVvexsPP/wIh55+mrNnz/CPvvd7OXn6DCdOnuY1X/BK9uzawbblbdPjcEm6WY6pixfTF+v0epqOtsi4Xh3TMvbPavQmxxcEAWEUEYQRcaNJEEYcO3aMUZoS1z0qnv0N7nuXSQGNKKARVBP36MLQp7ar+vpEyjuUxjov0FH5NHioFapylMbinEBJH0kJtcLUhbVBzTe++557efdv/jr9wYB2u3XZ473SeF6vk3eGGa4G5xzWVDzw6c+QZTlKaxpJTBwFE4pNWEd85+bmPIPgMnZuGu12m+07dnDi2BFsVVHU/XNuvuUWnnz8Md705rfwmvtfxb0vfxlxHNeiQ5qdO3bwyGcfHB/YxOaJmhrknFeBNcaQpqOr9tB5oTDO+kdxQhiGW8YsGw08XdtaDj35JIPhkCAInrVgkQDyynBiLePoakY/r+jnvjYiiQKkEIRaklWWovSU8EArtBQUxpJWPti2SeHx2zXWTRaW1D/nFpfodjqcPXuGHTu2oaTCsvl9IwTS1fHrejs+5rz1+TOzdzPcaJjZuqtjZuuuf1v3jM7Y57LQ80WDgCAMyYsCAZNeXQBlWU2cCaWk75oO3H7brSwuzE8yQ5dDt9Nhx649ZFnmIxxpxuGnj/Df3vlOlrftYGlxnvd/4C9wSLRWBFohpWT//n1IpcaFU5ce7pQjNp7ERVGQ143+PhfDKeUmn1hrjVSKMIpRWmNNxfFjxzhz9ixzve5zzDL5SVUYx8ogZ2WQMyoqRoWhqGxdyOmdZlln9tKixDhNI5Bo6+jnhqyyWAdCuCmG+GYDb+sceeW45dbbkVKyurrGzh3bN4/iGsbyeo6mzDDDlTC2I2dXVrlw7jwIQRhFNOKIfbt3snfPbrZv30YjSRBy68Jk8n2YpLCFECRJwt69+3jowc+QpyOstaysrvFjP/IvGQ4HWOcFj8IwoCoLfvO3foe3ffmXsn+fZz9M6MH43kDjxYm1liLPyS/pifhijIuPkgdBSJwkjFsNjFkGVS2QBH4Rc/z4MY4fO0Gv28UJT61+NvagKCuyvCCvLP28qms1JFoKT+UR0NCCRIc4ZwmlIA68xHOoNFllqYwhVJJQCUz9/qgQGOtoRxqtBEkUc+DWW/nkXz1IVpSkWT5ZZloHjUaDxYUF5nod5npdpFRYISZc/enFyszezXAjYWbrrjQuM1t3o9i659Nn7IYq9FRScOjw0xRFwXCUsn3bMuloRByFhLVMqTSSTrtNr9dDa5+mvdqFarWabN+xg+NHn/ZN/azhxPFj3HbHXfzF+/6UL/qSL+Vld91FUVWMRiOSxDc+3L5jB1Eck2fZhFc8qQmbcsRsLXWfpilFUXAtPSaeL7xTqgiCkCRJJo2kcY6yyDGmwjlLVeScOHGS2289MKYKP6ubWgCVtZzuFxxdyVhPSzZyS15WaCWJQklQKxmlRTXp7aGkd47XM0NaWmzdm0Lgh806h7EWUxfyVsYbxO7cPAuLy5w8cZw7br8VJ7fK7Zr6oJQ/lYlTp6YyhOPPzjDDjYIoDJnrdllbXaMqS6RSdLpdbrv1ALt27EBpdflFyfh1TcsGwEEQaG6//Xb+/ANdrDGkoyGPPvww7/hbf5OHHnmUs+fOs76+wZ7duwDHtm3LPPTwIxw77okT4yCUVF7NqywLTFVRliXGXL2Z6fOFEGKiSKu1Rmk9OV9X9waaMBXG9qMs6W+s89iTB3nZy+6ebOvZBMS0UjSigE5k0DIiM460tCRa0o29dHNlHaPSYivDXDOiEQVU1tLPDA5fYzHX0CRaUDlBWhgC4SgqS+BK1k+f4sjZ49x298s5v7rOo08dhrpXUVEZTFUyGAyxxiClIgk1u3du4/bbbmX79u00Gg0C7duI1Cd42fG72rlfzTZe/J2ZHZ3hhcbM1k2dy8zWXTe27prH7tl8+EYu9AQ4c/4CTx08jDGGJw8fIdCKvTu3e27wtm0sLS7QaDQuSV/DZqHo5DU+crJ7zx4e/MxfTSInJ06c5Hu++zt45b0vY/fuPezcuZ2F+XmUUpw+c5bV1TWWFxdoNZsUeY6rVRWhbl44jlwYQ1VVZFlKdc2UxOcHKRVaa+I49r0uYFKvZuqIDqU/zsLBpz/9Gd7ypjei9HPgFzvIS8PG0KezVzNDWVkCrVFSEKrxZIAkUAihEThiLet+GQB+YlvniJSsa+NACU1a76YVKaSAOI64687befLQYe68805GaYZzzqswCUkQRbTbLeIwrHvDSa8vIryaks/kXV+RlBlmuBoEgkAHvPzO2yirkjwv2L9nF/fcfRftVmvCs4drXxxLIdm1aydhGPtoL/C/3vO/WF1bm9iv4XDAhZU1Vi+cY2N9g+FohKnKSXRYKU1VlZRlQVX6pvTGVJM+i9eCRrNNkWdU1bVTfLTWhPX8FhdFiCdjVtfrWudg3FbEOZ586qk6GLbV1lmm6U2XH8NAK5Y7MVJJ1tOK1VGFloLdvYilhiYzsJZWhNqSKMXeXoSVmo20AOcIlCAJJHt6IcYJLow8pds6hzQphx78JBsrZ4nDkGa7S29uHikhLys2hhnWQRBFxO2A0Sil2YzBWg4ePckDf/VZ7rj1Fl7/utfS63ZpNRNvE9na9uVy9RjTtK5rqdfY8t2ZHZ3hBcTM1m3FzNZdP7buWvF8MmM3FKSQNBuNmidrKMsSqXwPq71797K8uHhJ5AS2Ttxpb1kIQaA1t956G41WB1tLzD/++OPcfustSODg4SO8788/yPYd27lpzy6OnzhFs9VkYa5XS8VvblPVioXGmEn0ZBxBebEdMR898U2pgzCciI2MoyeT/dcRFJ8FtHz2oYcoq9J/XjxzREBsveMRQKgksYRWIKm0pLQOJQSJlsSBRADGQZqXBMLRa4VIAWXlGJSWtDRI5+qoC1ROkBtHIKGsDE0tkCbn8NOnuOm2O3j66An+8M/+HFXTLofDEUVZ0O/3wQmazQY7lpe49ZabWF5aoNPrEUURSimUcMgrTMSr1aDNFh0zTOO5ZAmudi9ddXsCbtq3j23LyzjnaDQayItoOs/2/ty/dw+mKkiHAxyweuEC/+v3f2+LrRjLRI9FiMY/vUqtr3kdt+2w1mDM5YvXlVJ0uj2MMWxsrINz3HPfK3nHN38rf/6+9/HH7/l9poWYrgStA+I4IYw2lbfGGf9xuGUaZVGQ5zlhGBIZy0MPPUSeF57dIDbrcKf3PH5gTwXXPUVJCJJIs4Dfn1d/leyZS4gUVBbakQJniQJNK/JtOUIV0dJQIYlDTRJpjHFoV5E4y8knH2Ptwln2Ls3hluc4d+4clTE4W1FaiU5aBAZwlk4rYZTmuCRBaY1Smkazye7du8nSEZ/+zIMsb9/Jvr17WO75Ghtbn4QS4pJF2MXj5XCXPDun3zdTnxBc2Y7O8NLEs3kWzmzdzNa91GydmTTUuvL1+2vhjAkEUklu3reH46dOs9Hv00wSbtm/j1fd93JPxxOXyrRfaeJOy6nefNN+kpaPXORpyqOPPMK7f/t3aSQNENBsxBw/doxPfPzjHDt2lDNnznHs6BFWVi7Uk9iLixhTTZywqqomE/fFd8QCkslNW3djn5q4k3GYzgw6B0Jy7PgJ1jf6REtR3SZgzNoFOzVZJwWyW87FN2heaMdYBK3Csp4ZBnlFO9bsaGm0UgwLy7AwhEqwFMNcJ6GoDGlhcMOKSAmaoWRHJ6Iwjo3cILKKyiqSQHLq0OOcOvw4jUgTNVrcvLyTZqfFYJQx2BggdYiIQnpJm6IoiJMGJ1f7PPKHf0yWjrjjtlt5w+tex8LiPK0kJgi8Ey0vnaGXYDwlr1QwOluM/PXEVoMsLkuTuPQ7TKjMF783vc1Lo3YCIQWNZhMmj4itD5Nrqpsc70vA7p3bmev1OH38yIRmPX0s44XJuGBdKg34IFieZZOCdb+gsXXE9tJjaDRbfPPf+Xu86Q2v46nDR3nn//1fOX/2NN/+7d/O6173GppxyPv++A+vGjEWQnjKdaOBHtfpUkeJxebD1vkDwllLWZYTVbYojhFScOjgQR47dJTewiIICTVl3E1tobA+0mzqa+qLzuuf1mKco6iD01pKDo0GGARBnX2fXIdJFN9N9qGFl4wunSTbuECRDplLFPtuv4XO/CJFXjDX6zEYZaxvrKOiJoM0I2m2SEcDUCF79vpCdynAOljfWCcvK4KkQVYZnjr0NKeOH+Pl972C+bleTa/yrUNkXT9SX25fp1tH1NTUglcKX6cyfl4Iz1/H1OdnAY3zIlU1xkJaM7z04NxFy8+ZrWNm6/6a2TqgdLXfcJVYwEveGZumF+7etZMvesNrWVvfYGlhnsXFhc2oxnOMnOzYsQ2cJasjJxfOn+Mff/8PYF0to+/VJfx2a/7wdBTFTwifwq7qCIr/Z67IKZ44R/XftQ549Ru+EKkUH/uL919zOlspn8rWQTAp4hxP0ot2CPhJ7WvXHEmjwbmzZzh1+gzLS4sTR2zyFTYnfnUZ4+PnpKAVB34Cjvx2YxWwsxezrR1irGUtNXQi77AuNzVxqBiVig1ZogQ4IZlraDpJSFb47FkkJNn6eU4eO4rM19m5fYn+cEhTKaJQ0h8MiRotjBOkacr83BxlkTEylv7GGlHSZM9NN9Ntdzhz+iTv+8BfcM/L72b7rr3Mdxp0GjFOeEl/74TWQ3eFiMk0rvQwcGya6Fke7aUL59xEJRQA4R8A479NP/AujjtuNU1TUTZXL1CcQwpP1x3fm25qS/53/3C4XIRumogx/XCctgbSQbvbY/ee3Tz+8IOe4jJ1T09Trce/C7xCbVWWE/nmsW0zxl7Rzr3snnv4xrd/A71uh5v27+eDf/4+PrpygWariTWGdqdD3GgwHPTp9eZ8zUN/Y/J9pTRJkqCDAFX39xk3WQU8RXzq+bAZvbY4Z9E6JIp9ne/q6hof+Pin2XvrXSjhs/XAVqdCyMlYCLzwEtYipsZy/GmDxNQPaCUcwnnRovHmNq/Xpi2VtmLt/Cm2z3c4cNM+Wq0mzXYbax0XVtZ8y5Nhn6rIsE6QD/sEYYTWAe1mg8Vui0YUkhuHUorFbpPhcMQwyzh5+jTDLKc0mt/+/few78AdRO1eXVjvaeHevm3Gi5Ws7d/UGI7PVUiFcf4MxjLV1AuUoBZlGqOfZpe9/jPc+HB46psXJhczWzezdX/tbJ0QPiNorPXX5gq4bpyxFztLIBBopdmzaxe7d+3czNY8Q+TkqoV8Avbu2kUziSnHHdeFwDrrjcYkYlBHUJRXU1Q6wNaNmsfRk2mlnStSE4XgppsP8LrXv560KPmL9/0ZF86d4bWvfz3/6l/+czYGA77n8Uc5deLYM47HePKG0aZs/yVO2Pi86/PIawWgKI6RUtHfWOehhx/ltttvA+ENka1nmRvPNucjC5u3N5MxmWzbeqPZiRRBQ9IJBXlRIoBmAEZJBI7cWMrUNwVMFASRACkJhCPNc6wTRC7n7LmTXDh8kO3dDssH7qYsK86dO0dWenpqhEBGDZQOEFgElnZvgfn5BRyeLjDKS/qDdZqdHo0o4MSZCxw+fpr77r4DdmwjaTbGI0Qgpg1PPUE3T5/JA2bqftoyvvXnqs1g0WUfIDPc+Cgqy8kL/S3vian7x+Ip1UJK76iNxWnkVOZ+mjo9mVd+DglBvQDZGhCZ3E2u5v47wBkcYhIAKq2YREF9lr6itA6LQDgvilMZ34B9bnEJpQOoC9F9QKsOfjGOGPsHdp6nlEUxqZPwEeJ6uXQVu2+t87Wbwp/FoL9BlqX8+m+8i6Ovfz0PfOrTZOmIL3zLF/HN3/ItnDh5mp/7mf/CuTOnCcPIB5q09iJEfoObNrkOiI33b+o+O+NAmHNgrUFI6ZW4rOHEsaNsu+n2LYsSV8s/+0WLwTqHcK4O1lSTazRZcvrnNA47eaPCbble4wWmqe2kcY5IWLqqYMeBm9i5vEAUeslupTV5USJxnD9/nlPnV1gb5XS7CVoHFOmIbrvFjrkmc50WVVWSSIkKIwg1URgQ9BX53BxZehKpFLfdcScPP/QQ3R376S0tk049HwsnJouwQPrznr6Csr5WUlRYN7Zv9YJ16jynx3AssjTDSwtFZTh+fsPbn6lMw8zWXYqZrXvp2rrNcbg6rgtnzEckah75NS5DN+Mp0774JuVBSnERbW46ajL+X3A5P3WaMzo9gezU++ObqdvtsGfvPp54+CEuVjsUQmx2XK9/l0qDc1OqOtMZMHfVjNi27Tv5Fz/8w7z8zttZ7w8QwO/85q9z/6tfw8L8HJ1Om33790+csYtFR/y4SMLQK0gGOtiSYZuevOPvbTqIhqLwDmej0USHvlHgX3zsEyzdcjdS1jqEm0M0GT9DXSg6vlpCgjX158dXb9P4GjuWq4dgHEmb/Ldpn8fXUwn/h9HGGjbd4M7bDvDq+19JI0kI44SNjT6NOGJtfYNz584StnqcOXsaFTZwUuOkYqHbotVq+8iFc1TWMhx0qEzFRr/P+dVVAq354/f/Bbv33cyOXXv8+Yg6+oGXVJXCPyjs+A4R4w7ygHMoHFYotBJYJMLZ+mMCJ/zDwiHI8he/98gMn3sM0pwPfvaQfyE8tVdJvxBxzkcc1UWLDFUHI4A6ougm1nJ8rzlXRyfrqJ4Ufk5NB0WmZ5pzXnVUILCAcP7+HQdT7MQ2Wpz1FlHVCybroLdtj29zYc0mvdnaSfRYKEVZFpRFMYkQuzp66CPE5ooshChOSBpNHn/0EX7n9/4Xb3jda/jwxz7OQ599EGctf/pH7+FjH/kQo8GAA7fexvf/o3/E0uICe3bv4g9vuplhv+8L16cYCbB1oebqwZy2b+OFmjEGKb0dAjGp5z1z4qhfyMhNOrcQfhtlPbKTU3KbNh03/WAWTAelnKC2AX4RNR0QG6t9WVNh0zVuv20fC/NztJoN1tfXefzxJ9h/037mFxdJ4pDTZ89SECCloTO3RCOKWD9/kqXFJRYWF5HK2/44ChFAmhcIAe1mg7SyZGnKRr9PbgWvvv+VfPiDHwQhaM0vbS50nRuvF6kslPXYSrH1OTz+KQWMKyacm+odNPVYsi9yIHaGzw+GWc5HHj6Mc9SL7ZmtuxgzW+fxUrZ1tv59OihxOVwfzphzVMZuSe/B1izC+AIjLl86N4m21KM3STXWgymnvNPxZ4Vwk6zN5l784G0Z7HriVXXkZBzlsNZhDOzbuwepFVSbKelpB2wSnZDe7ORZRnHRxJ2evFfCzp07ufXmmwjCkPm5Hrt2bgcchw8f5tiJk2wMhgxHI6SU3P+a17J7z14++cAnOHLoIOAzPnGcEIThZsTDbY3YiMmNNj51O+Uw+r8o7Se/0gGHn3qS82t9oiie3GxCAEKBEEgcxlE7qqJegNb7muIij6MMxnk5U8/NdZRu0zEbRxnqw2bM9gqlw6XrKGG5++47aTUSut0OYRyT5zng+2kMBxusDobI3HjZ02JIoCQLnRZLcx2aUUBpHE4qlFJ0k5DhsI+Skn5/g6womF9a5uiRIzx9/BTb9x/AItBSXHRM/oD//+z9d5xlSVrfCX+fOOa6tGUyy5t2jOvxgx1Gs3iQWEbCCeldYIWWV9pFWj5odwUya2RYrVYrId6VkFiEWQnhNIxACBhgYECAZmBgTM/0TJtpW9VVlZWVPq85JuL9IyLOiXszqzqru0xW1vn1pzrvPfeYOHEifudx8Tyxj9OWul+MgVg02vVCod3LRJRV1Nx+g6y47jhocG+jEj6NNfAURjEq3AtbLFep4MWmdIxyY0ODS6SjK7IXN28QGyZiJEIcn/gXMeDi323cvjGGIjBKgZ1niEK0dhZiU004gxWgS2OFmpOnTzMzf4iN1RWbXXU0xIhYiyyQjUZVFlhfS8eHxOjA+DOJKIr5k+/5Bt70pjfyC+97Lz/4T/4RP/YjM2xubpA7Y1BR5KytXKM3Nc13f89f49zZM2hj+Oyzz3HxwgVb1HTiPVFdKZiIvm1hrR/L1xFlWdqC9tpxRRRx8cIF+oMBUasbGOzNjqsE3WZ71r1PIqmffXiU3acYs56KWE4UDO3BKl/4tkeZ6rTptFLWNzb46Mc+wZXVDf7o05/l0Te8AVGKkYZ0aob+YInV5Sv005TRcMjRpMvaxhaXXrrAmVMnOHzkMEWWkSYJkqYgiiNRQiqG57I+2+vXaMVHefvb38av/ac/4LXv+CJUnOD52w5NgyhxbQQthrzQ1Q3ZcB6XBU1svUit3fv4es+mwYGC1jBySRUsGq4L0XAd1bM66Fxn3Hl2UV4q7AtlbGsw4vc++ZyLKbUCaqSUXVOFtVBEkUJhtWrvDfMOB20EJXaSCsbWoppUMLTVzEOlDAMFgnEhg6UB0QW5ForSKh/a2DTzZelqVzn4EDsNqO4scZyQaz3m1oW6+LCIVFkcfXYdb6nw7mK7fu362vPFixd44UVbJ2t9Y5OPffRjaK35wK+9n/WNTQaDIU9++nHe+vZ38H3f+730pnr87qOP8n9+/99Da0Or1bLeORF8KGFlQdnFIza+hq1WHIsip9XuoKKItbVVRlsb6Cit+tbeg6+GTuUBMkg1c2WHF9HtZ21XaCOIKcmxfaI1qEoVrvvIGIPK13ngxFHm5+eZm5myY0cEZTRKRbRbCS9evMCV1S2GBRyen2NKCYONFbppwomj88xMT4MukFhoJQmlNuRKWWtHlLI9N8vKtWVGecEDj7yG55/6NM8+8TgnH3otha6VsRzliB0SqdsLtbVoZO+wspaUBhBDrnWldDbW4oOPOiGOSxrshQrB1b1T1phR2BeoFT4UkYirpxcEWZsyMKSUTuSQal2lGDvOjC5QSii8sCNSCUtitOPROmTEw9fiK7FzuzN7hMNHFynygjwbYQb9qi6iL0w/zht6TwVOkzTlq778S3jrW97EkUNz/LXv/gQr15YBXK0cReFCwqempzh5/Bhaa0Z5zk/91M/Q396uDGBQG9/CeRgKJ5MGMaXs+tRWq0WSJJSFDyHXLF++SH9rg1bcDqyj/tx10fnauCZVC7TRrm6iOMNj8IL2bXOH2OPto2mZnNecO04aKfIsY6rb4ZnnX2R7VJCj6M4d5sLlK7SmD5H05hmsL0OZsXptgJQZSXea9a0t1o3mk59+gg99+A/QCGmrTTtWfOOf/lpmpqeJjCaem4XyNJeurVCWJVPzR3nDw+e49MynmT37uur9UIc+VaOjMnp6gcR3TGhl9uNozCJKk8DjoMLg158Hz7fhugoN190nXIe/192Vco99oYzlhealaxuV10SLy0wjgjI2plXcwLFWE1MpQ6UoEu8BA0rtJqRYO4hCO9c2GKnDC3HetAhNXq1QtJljbCYUO8gjpaqJWruBrcs8ceaaE6fP0ZuaZm1lRBTFlUXEtxER8iyrJq6fvPXEdcrgdSbw6fMPcvzkaZ769Cf5/u//ft75zi/m2eee5UO//7sAbG1u8Nu/8X4McObMWf6nv/7XOX36FMPBgF63S6vVrtpfxTkbMzZh7Z96otYxz/VvSilr6TFUCT+2Nze5fOUKJ6YPo/2AnTCgGFO6CVk/p9CKorwFwhNrpSx7i5f3YFpEzhqhBEZrSzz4wCmOHjnM9NQUuiz4xOOf5qOf+CQPP/wQb33rW8izjI3NLVrT8xQbqygRDh9ZYLXMmJk/wvT0HMZo2u02vW6HJEnIRiOb9l5aZBoOHT0OumR1Y4Ot/oDXvPZ1/NGHfpfnP/skpx54xHltQbS9V7R159t+t+2tFgAHCrftV2tM0I6YVPB7g4MFgxkjZIMl9ZrIdRUREElJKTY4p9qZEuOEjnp+4Jm+OtZUVwNMWYflACPHd6W2L5NwLYDnVg1VHLyINW6V7uUjAHHK4qkzvHThBbLRsAq5LgrLZZMct9cCp0rEpqQW4Y1veD3nzp3nM5/+FDOz8/zpb/4WZufm+LX/+It85vFPcW15mZ/+uX/Hl7z73Xzwgx/kDz70++DuoYqqcNbrMUoKhKjwn4jQnZqqJp92ZUZAkKJgc32dK5eXWOwdwjq/fV/XZl5jfLiyIMrNe1cLMc/LoA1UFlT/XEIhyhhDGsGpw12me1P0t7dot2y2s2w0wiRtZjoaEwkzc0fY3N5k69oSyhQkoshGfeI0ZXpmDu91OPvQ57Cx3SfbWGHm0FGKbMQHf+d3+eavfw95UWB0ydzhI+RlycagIO1M8ZY3Pconfubf0zttQ70wNkTMh2PbbGpOgHa85QUUb7xUbg2QtwzXmchuYCZucCBQjW2pvzdcZ9FwXX2eg8x1XvaF8WcziX2hjAEUVluy+rYYFBrjxHMjgiqtUqaMi9WVyOk5xmVqseexioYPbfN6vF9QZ78Lbv2S1kQKSmPTUUrpNX73fxGKsqgmsDKa0hUkUCIULg65N3eI+YVjdk2VCMPtLTBlFRNbZNmYlwkILCk3nrhpq8W3/H/+Kz7/HW/nP/7Kr/Kj//Kf86lPfGzHfn6Cvefrv5EHHzhPFEWIivjVX/5l2/agdtiOV2DVeY64AisKUFlfytLQ6XSJoogiz1BxTJ6NWLr4PEfOv8adSnZMOD9gPRHXVgeqjDOVlaW6IT+BtR0Jpj6uEGtNTcshbzx/jAfPnQKtSdOEj338M1xeusrM0eM8e2WNrT94jKTTQyc9YmUtNdeWLrFx7QpZUZJOzXNtc8jjn/hjtrc2OH/+HEWekyQxj77utfQ6XUQp0iQmNUcZDQdsb62y1Up58zu+gF/99d9k9vAC0uqNZxvyZO6EDiX22r4PfP0Tgv7wUEEfNjhYMAayGyQssJRl50GpQUnp5hSVZdcKCb5yyQTBG1OF9BhjrbsiVhgREUr3QvQvVyt0uMyvMHZOY/xaj/oKpeM+g+LMufN8+Ld+jTwbVSmcRaTitVpI2ZtwAjAY9PnFX/xFTp36S1y6fIXhyGba++qv/Vq+9Vu+EW3g4QfO8U/+0f/Ji88/x39438/zq//xP2J0YMjyQofvBCzfemNSURQurMgLg0KSpkzPzmG0psgzdFn3iV0rEmMwXHz2KQ6ffcQ9E+f5dv0Z8p62nRUIozJuTRUQt6691D7Rk6AU7hlBr5UyPzvtjlG2RlFRMjU9xXOXV3jNIw+zOcgotKa/uc7m9oB2ZMiznGFpaM9OMT07TxQp0kjRWzhGe2Od1WLIzOwcw801PvPZJ21EilJInBBTErWnmY4LTh7uMZVMI0nK5iCzmYCNxvoNLIf55QUaG0VgDarWuq6ogsJcdINB6QiJNVE0zpUNDh48f1zv8TZc13Dd/cB1SkCXgsaguf742BfKWG0tdov/TInV0S2UEgqnsReiUMZglCbGLqwTo9GiUEbXrlpx4cZCpazZRYc2c4s2mljs8TaLncHXVBDnUausDE4BLEy9KK+oLDwGlXY4fuosK1eXyLPR2OLIULEZD018eTc2QBInvOn1r+Xs6ZN889f/aX71l36Riy++AMDUzCyz84e5tnSZ4aCPMYZ+v082yoiTmF/4xf/AJz7+MSIX7umJb7zzzdgkvp47O45j2p0OkbITpShylNbosuTF557lkS/QzvM4fgWtbdhoaUyV5p9g0halpoisNUFrExCkGQtf8e23NR8gjWC+DYtHDrG5sU7H1ci4ePky0ppia+kKndkjZHlGoWKUErZWrhAjZMM+WVEQtztkoyHLCK2ZOVY3t/j440+QttpMT03zsY//LH/5L/7XdJIIKQtkdgZ17jxXlpfJjKE9Nc9b3vg6PvPsExx5+C2W8JwXT6m6eoYnMa9kiQiUNbHtOica+eRAwgB5MK7D0F5w4bjucyRCaagMOEpcKI6xBijliQ7wJhbB2HWP1MYNf37lBBV7HR9G7I6/wYAbD0OprcyzJx+yyqVblznuVd+7hXjyWu9778/x1NNPs7mxwfPPPUu3N8WXvPvdzM7MMByNeODsGb7pW/48P/zP/2+7kL7IqWPz3bvE8YwvAxI5g0fmIhTAIC4Co9Pt0puesWHk2agScCQ4R5ykKBWxvnqNoigptA2dSmJlhUdj1xV4ISQMYSm1qSzD/h61sTVrSj2Rcto9hlgJHclJyz5Z3iZKO8SuSM3DDz2EVi2STg9pTXHpymUbalWWbBea4agADHHSIk4SWmlCK0mI44huu8Wh+UNs9wc8+fhjdNLYCm8itFotynKAMjlJq8vhmS6UBe12m6LUKGPG7k8EK9hYMc55GLyQ5v4Ta/r047eggAIiXfPejcZeg3sbeWmqV740XLfjWg3XHXyu87XOdhgTJrAvlDEYb6yfWH7qRe6b74hCG7eeSKq4U0xZ6Zym+p89CmM9bFZQrsOERt4jXq1vCidt3W0+bE47YhDqDClKhBLF6bPn+MQf/j75aEiWjdC3wI0NUOqS7e0+SoSZmWkeeuhhLr74ArPzh/hL3/Xf88CDD/Dxj36Un/yJH2N9bZV//95/x3A0osgzPviB38CHSoaCfxU+Gfa/1pU7u9oHG7s8NT1tFSGtKYsCozVlUWIim/3x8sULbG9tEaXt6klp47McedLwz4NqMaQPy3Nh4q5fTdX/tpn2wHCCa4SFXszp44cZZVmt5DiyTNNpFg/NUSqhMzPP6toa68vLxKYgiSOyUUYrjZmZP0LSaqMomZ0/Qpx2WF66TKQzTpx9gAvPP8OFCxd54IHzjIqSuNT0ZmaZ7vfJVYvpmWne/PrX8rt//ClmigLr2bZkJNq+TErqbJXKW0zcWrRJIgvHbSOg3B9wnF/NDy98iNTeeW0gNiVGRbZ4JM7KaOoUunXSofo8/sUnAmVpqmtZLrJZPn3aYW+xNFAlEfJeXWNqAxfu2kYbkqk5ejOzrK9eGzPgvNpi9XmW8dE//DAqivic172BL/nSL+NzHnm4up9WmvB573gbL3zNn+Qzn/40V5auMNjerrNzTRh8QguxLUEiKGXLjPSmpoiThGF/24Vgj4c/WS92ROSKvQ9GOaOyrpOTFz5SgzrCyt164ZIWGWOc2X58sXdZjL2xqmNFoChK9PYmSTzvjGiCShKiNKWbCkcOH+bK2hab/SHZ0K5hyUdDWonNapvGis70PEVRkilFFEW0ECSJMQgbxTqf+sTH+dY/+/WsrG3YddpxTFaU5CX0t65x7Wpis/tmI0qtyQprWAs9WaUTtj2PGazgJdh3F1juNk4gq2VHGbvnBgcPhprbnBOs4boJNFx3H3CdczpESlHcQPbfF8qYMTZphwlustImBVck1Qn0AmAF79ALMxnqZbDWFrzFJOgEr5GXE5PIEwLUCpt3yQqWECKpFTE7vqy2f/zcg5RFzmg4sAqLG+h1uN/NK2IAw8GA/+eHf5ipv/Y9XF1e4ZlnbVrsd77r3XzNV3wJSZKwcHiOosj5f3/0RxgO+vzS+94LUKdhDRSssI98chEf/+zXifm1Ze1Oh6mZWcqiGHNn20egwdiMiuur19jY2GBqPq0UKiXivIeC98d597XRvvaGi6eFKvuMSJ0ZqDTWIiPVsTaWO4oi2mns1vPZtha57fNTp0+zvDHk1JmH2BrkbPe3GW2vMxpl5KakPxjZSuzdaaZnDxFHEUkUE8UJU90eUoxIWm3SJGY0ytjc7iMYYqUwrRaqPyDuTNGOE84c6iA6xUQxW8PcubaNWz08Pna0W6Bs0/prxI2DmIhMai+pIIhWN7SgNLi3MclTMB666yI7nGXX7pEZhSk0ESVaIjB2Lax/QYwn3xm/TnUN6mQJ2hiKsnTzbvxY7QwKZWkqg5M/h3aWTwxIlHDqgc/hpeefGYsGuLH9b+94++d/EX/hO76D1z78INNTPaIoYmpqim63y9z8PN/z3X+V7cGAP/roJ/i/f/AHWbl6pe5LzxdaU+Q5eZ5TFDkiiiRJiKKI1CU0KvK85jYnnFR94qzNcZxQlgX55jXy0QiiBKMiu6YZmIxOqp+x47DKcGdcBEBtoArX0XgejHTOSIZs9wd0Zg85QVShtWE7y7m22WdtdYXMKAoismGf0WiERD1El3Sm5qEcsrWZwdQMkQhpHNFLhW4kRPPT/JX/9js5e/K4E7oMpsgoNaRpQkTJaDjgk49/hqWlJY4ct/1Taqr3cCQ1tysRx9fapr42ELkCqpR27A29gU+kLvcB1TkaHEyMLT+g4brd0HDdweU6LwfaLJLXHy/7QxnDKlxODcIr10D1YCuXoL9JVwPCKl1+X7veSxubeS/XtfLh9w2tHlrXiSGqSa79up5x5c4fk+vapWvPa//Gs4u0utOsLl+tlJ4wJPGVuLE9PvIHH+Kv/pW/QpEXrK9eo9ub4l1/4l30ej3yPGe62+Vd7/piPv7Rj/Lkpx8P3Pm1ElpNNqgqxXtlMcsyiiLHWlGUs6JM0+p0KIuCbDTcXdmNE6IkIc8ysv4W2fS8JVU3OLVbXxcpVXmBtDFWSUYodRmkAXU1yXQd1mAb665n6q+Jgmk1QhUDTNIlJ6albPHI1732NTx7YQmJEpJWxGhtFRGbvrXUBYPMho7OxgkqTojjmFZsSSuOFJ1z5xmMMq5cvcbzzz7D7MwUw9EIFUWkkbCtt2z2zbRNt9Nic2ODXrtjSccUwbiyUzephA7tClCWlmqc1agQuzbSK6G2H8pmHcUBhTGGvAiUb7GpcD0RhUJKqS1/+JCQ0oVYlDonVnWSIb9IuIrHr6zEsoP8C1S9WB3Qpa68tEAlfGRlXabDh9wWPswERaIMeak58cijqN9+v5275c5yDN7afLNCSxTHvOnNb+aBs6eYnZ2pBQf/e2TLTyRJwkMPnGNmbq4SUOzl6lTOXjhRys7zVqtF7OrphGtjcYJY5bMRW46kLAp8KP3a6gob/QFxC+JI1wZEx11Q96Wf5wB5WWfarSyu/p0UWJHz0sZwZHkGqSZOEkqjSIFWKyWKY1ZW+iwvL/ND/+T/4E9+3Z9h9tAhsrxgezAgRxGZEjEFg8GAbrtFTEmWZ2RFwqG4xekTx6ywleX0B0OMRBRlwSDXVohpp0iqmJ2dYas/II9SSq13PEFfdycMtQ5jSgpd96U1sFqBpjB1CJl7VA0OICwnWA6phPSG63ag4bqDzXVef4mC6K7dsC+UMQ+Dc2W7SWoLNwcDxtelElUpbwCZpvK/VDr6LgwvUCtops6mo1RdodxbS8BO3smz+GdRTzx3LZWwePIULz339ERI4qtTxPz5l69cJk4SPvcLv5gv+bIv5x1vfTOCjWNFhBOLC3z7t387v/d7v8dnn3mWZz/7NKPhoCIqr+F4oT+cuEVRVK7sKIroTk2hlGLYn3CHh1qSMcRpWlVs3xyVtEpTFXAsyposfbpa/3zLoL6YJ+ZqIS7jqY7DPvZEnG2uwuKCzQBkrDcpSVIkjmm323S7HZbXttnsDxiNRhhdMBr26aQJaSToKKY3PUuR5wwATEKaxhhjiKIYJRmXXnyO17/2c5ifm2dzq0+BIo4jstKOocHKEtdmEi5fuYopMnJnefNuantPQlaU7qUyntDDp9TNXRiFVV5d9k6XsbLBwURITcaY+nlrBcol+DG1IckUzrBjbFFxgFFhENFjL0ZrfKkFDS8A+bBhHxYENaf6MeuNBxERpixBqSoKIKx9aM9TkpWWDg6fOk+722Uw6O+4TxGh2+1hgP721k31kS5Lnnv2OS4vLVdGI4wVKIqyIIpccdIrS/zGB36TC889M9bB3ttvM58VLoVzm3a7XQkixi8qDjjNNdz2oYg1RmUZrXYHBPqb6wzWlukcOWnXFvhzTbxvfHRAWO4kd6EsRVmnSh5XSurr66KkzDPSOAbRdJKYmW7LRoOUBb/9G7/GB3/tVzk0N8uXfvWfIs8L2nFkoxG0ZntU0DMGZTQ/9eM/QpmP+Pb/9q+h53oksbVyL11bZpiXtDo9irwgRugkirTTo9dt0221uHDxEjJ7jH5eEDnDgTG1N8Nngi21TyJANZ7ACmMY3Dpta4jzvFj11Q0ElAb3MAzW8OQ4yDglq+G6cTRcd7C5zu3KqLh+MhvYR8pYuKYJ/BixtcOyokCJcl4vA6YkpqSQCGU0ham9KyKO3J3aavWu8R6wHrBg4afzNvt8i9rUbfIofedWwramdMkp7L5w6pFH+fh//p0qe40P+7tVeMfnfxF/4S/+RV7z0ANMTdnsfUmSkKQpRms+9x1v43Pf8TZWVtf4tz/z7/iFf/ezGAKF0ls13OS1hadLlLJWlziOSdLUTnC3Nsz3F4xbAqw7O8WHXpZrlyiOnbI9WBUwturxZB/4r5YUbQigV0o8kYbKMfYs1TMut7cYZvOUKEqJiQEjdgwsbw5Z2eizdOUlVHuaUiKG/W1GgyGoBIqM7vQskYLtrXV6nS6J6jLMYrrtiENTLaaTkv/inZ/PwvyXI6LISk2Wa4a5RlREr5VgIhub/eE//CNW19aYP+Fc/1rcOKpJyBsWfD8UXgFzRgC7zb6ofJBm4xk7mDBeQAlQvSOdJTn0nOYTdVr8S8BzWjiXvEe/vta4l3lyRFXzMoj/L0qbNYtSM/JGMSvlBGeuowza03PMHz3OtatLO+5VKUVRFlUB05uBiPB7v/2brK0sc+r0GUQptjc3yPO8EgquLl9j6fJLDLa3q3nkoxGyKoNtSZKktNvtKmxbl1a6EnfT/j0gzjpcWTiNYTQakecZpTtPkWVsLF0gOXS8msOhAc+3vXBWXxHQO6z2psr0Vqd8rrkviRTGCCZKSJIIQ4koxWAwJIpiBE0S23v5zBNP8a6vNEic0O5NURghjTtMtWIEw4d+/3f5zV/7FTY31vjcd/4XPHjyK4gEJIop8pzt7aGNcIisF0AEpnodZqanePKpp/n4U89TnnsHW8M8WEMhlZVcxIX7m9rT4N+kcRQu5K+FZiVU701ouO6gwmDfaeHjbbhuJxquO9hcJxIUgb4B9oUyZgeVjy01lULl1xuVpXaWEcAJ+SPAmMJm3PEhhb7DyjqrItQxsX6tl8EmVtAodFnWLm6tgwktVQYYjbXC5FB1rnfFalEkYii04ciZR0jbXbJsdF1FrKrVdZNQKuLBhx7ixOJRq4i5dPNeuRKnmAHMTPWYn5+rH763OgWKmPWIlcRxTJompC07gcMQS9d5Y4qy97LpUlfucF0WXFpapnO+sDHASpHbQ9HaVCUAKqXY1Ape7toO2HVZxoxNdp8CvggsVgwHpJEgcYLW0Gop2m2bPGSjn/HCs8/wT//Pv89f+M6/zPTsLHmhGWQZpRqgTElX52z3+0x3W0SiKbIRoyim14qZn52mu3jYusK3thkVJVoUwyxDI7SSiKluB0WL2ZkZRllGmU7VFrsqheyEElrW47AOyRx3e4NfK7lTgW1w8FAZG8R6kksEXRZjQoe3tO0wVmGtdVUheqkzf9XWOMuhpQu9jl1tQLzBivpF4V+WlcHF1OFDIbwQnRUlrSTGmIhjZ87x9OMf33F/PnTmZhFFMUmSoER44vFP8eSnH3fhnGqMm7zFV7noAO2uZ/nXWtJbrTatVqsWYKp71lVojq1tKVUty+rZaE0URcSxrQWkogijNcsvvcjsw29zln4X1mTc+8l4z7+Ql9YrbgUO+zyTyBp3vKdfY9wicLu/faZ2TfRWpmm12qysbZBGitSlfh4NRzz6ji/k2//q/8TrXvdaoqRFpPr0pqZIWy2KoiRJbWmTJz/1mBXyzpznzLFDTPdaNlNdHDM7N8dG/zIbI00ihiQWOq2UqV6Xrc1N/vVPv5esPYuomLwoKF24uQ+78Sm0I2XXuGZZQRXCL0Je1HWIPHazrE+u3W5wMGDXaulK2QIarptAw3UHn+ts9J0bjzfgun2hjIG1FhtAaYVRPozNZyG034BKafM3PSpdh2Eoyjp0sYoLljqlZmh1KXT9uz19ndnOjjMhNu5Yl/3ODkgTeNAMRpdk2PCy3vwRDh9dYGPt2q7CdJqmdDpd+v3tqlbFXqF1yRNPPMELF1+qJ5sLh8wL65oWpVhfW+MTn3ycX/j597oifhbGmCDLTo4x2qarb7dJW61qn+u5s71y6xcjDocD1JZNdw+weuEZyrfloCKyoiSJosCC5Z9mbZXRzgpWpbQ3Zsx64NPc+xTwIbKsIImsEpwoTSu23iqtS0xZ8h9/4b089scf4UP/6bd491d8NUVZ0E5icqxHdJgbpk1JpBS/9f5f4fc++Bt8x3d9D7NvfwdKKdIoYmNtjdWVaxC3UFGCGBtj3EkiWt0ppqa6RMCFS1cw0+fpZwWREpeiV4+Nu0jq0IjKpS1SeVvrBZ71b414cjBRasPWsJ774XgvTe39Faxg4r1oZSVQuDDXUldeei+A1Of0LlmqRAlWMCpqi15wXaBaxF69QKhfLOHajkJbo4kE43v21MOv2MgUQqnICQRWQKmst46PfMKh6h6NQbxA4bKI+dIcYOh0OhW34QWbymhXCyS6LHcIJzieSlstJ5y4dRdGs3bhs4y21ikkJi6HaJXYtbZxgg3UpirloUWqRd651mNhVtroMSOT73tv6Lu8vAqiaM8cIkmFtN2mLHI2N9ZJuz2+9Gv+S2Kl2Fy9SitWtLs9oiRlZfkaqDad3jRf9Z5v5O2f9/mcPf8Qi8dOMDtlQ6l8vERphBTr8TeiaKcJ+XDIj/7ET/LxZ6+QPvg2590YZyT/XUTInXBYwVviZTwFtwFiV2YlHCuN4elgwhjDICt3eAQarmu47n7iOq/ohnWGd8O+UMaMcS5jcZPNa8zUE6cWcOugw3DiWMOKqdKL23HsPRTVxx1Cblm5wE31vZqMLjMKZT2wvBvbn923v9QlRAmL5x7i6c988jp3KvT7/ZtWxMB61B7744/w/9tY58y588RJwmB7i5GrexEpxebWNktXLrO1sVEpjP7e7Pow6xELrSgqiqrJD/XEDxUn/w/bhS5jT0Y2GtKdsmnv15cvU4766LTn7lTvWAgpYtOjikjlYRwrkugUkkLXix29laXQukqGEUcJSdpCYYhdYejhKEOiiEQZpno9RAlPffY53qlBVEy72yNBiFWLXtuS34vPP8/7fvbfsra6wi/9/M/xtre9nTSyoahJHDPo95FU6HYVUeRTxMLszBSddovf/f0P88zSOslcl2JUu7Z98hf7onGVJ1xH+H20qZN7+LHuwyO0MTusdA0OBqyAsnPxd6E1eWENBFJ5R+vf6wXt43zlBYnKkGQMiKmEEFMVsnf7u7TDZmJ86dKMhV0DLuGMM4IZg7h05MOysGsEbIFGukdOEMUJOhu9qr6J44g0bVUhNmNJbRiPdAhRe/stv0VRRLvdqYSc8GXq+6z67ufphJXYC0b+n9ElZWF58qVnn2LpX/4dSm3IB1t0elN2nYWKidMWaRJjkjaiYuIkIWm1iTpTFKUhTWIkipD2FIdOPwTdORsWH7zMS/fSfrFs8Ycf+yRf8SVfTLfToZVEaKWY6aZsZwVpkjLKcsqpGbYyzezcrOWWuMPs1BRRHHP2kUd55LWPEokmju31/TiZmZ1lYTAkKzQSxXRaCXk+4j/+6u/w609dozz9Rka5IZKsEpiFOhNi2K9hiHWVPU3qLbjnV/gCs8Hwa5Sxg4lSG/qjfMwQDg3XQcN19xPXAVAU49Fhu42JmxlAtws+PLEoDbkR0GXggRIKNzm9Zj25hskrcH6jF26tS9F3jjgh11V1FxnzXlQpyB0xxJEat8AwsQCR2hWeFSVpHGEMHD/7ICKK3SqxZ1nGTnXw5eFd2XEcc+GF523RZ5HaujFhZTTGVCGH9fqwEd5Y0uv1bDyuV7y8dyZQyJRSdkAq5RRQN9RcWGG73SGJk6oNg+0tNlevkR7p2H50SrNXyHzonbeaeJc2rl9bsfWoeWVmaAxxJO6Z2HjyQlvlKy8VubaK+ub2Fkk0RStNGOQlg+GQL/iSr6I9e5g3vOENqMQWfO72erTabcpSkyibqOPi88+xdOkis/OHeP3rXsN0oklTS2pTUz06nQ5buWZzWJIqQ6xgqtuh025x6dJlfuq9v4CaO2Yz5pQl2liLWZ1xyI6t2BFu4TyY3nKitapCLyJnbfNk3KyjOJjQxjDMa2XMr6nwYyIryjFuQqw314fWeBhTh9H4seLnmlTWKmsVDPnSTnlncKKOba/bU4fGeGuxFRTqhcrGGDKtK49vMjVPZ2qafOWVCyhJkhLHNg2ziqLK2lh56yfgec4LJmVp0wanacsamSa4cUw4CSzGPrzdd6rWuhIUMAY8v/W3KYrChnW3OxSDbTY21sizjPWV5T3dY5j0SUWKmfkjvO4b/wqdIycrSTUMUc5Nws9/4hK9Yy/wFe94jX1vRYrpXoetQYZEMWlk+WJhYbG6x1a76wQvRRoLqTJExZCFIyfqcBmg02px5Mhh1ja2KPKCF198kX/zUz/HJ68OMacfBS3kukBhC7N63jZFWSVqqox21EKyF7C18amd63e15/MwNLEJUzyYMMawNcx2KF0N1zVcB/cP1/l9I0WVVGY37A9lzEA/K5yHyWfT8SGDNu7Yxm3WoVz+N5u1RFWKVuWZcIocbkImUVRZW7w3zFtr6gLEtdu8KGvPjrdYePhwupEuiZ2y4tvbXjhH2m4z2iXjzs0qYlEUodSEK9tbNrxVw7er0sypJl5YP0w7V2m73SVJktra5CdicG7vhq9isv3k9spFHCNKEbs1ahhDPhqwfuEppqaPEukC0QVGWUVIorQayNpqGhiBAiuIFs6lLW4Ul1iX9qgwKFEBMWoyoJ20eebZZ3no/J+g3B7R6rSJ4hi9vc36+gYzh47w7q/8U8SRYmN1iVasSNs9Wu0O166tUKqYdqfL69/2eXz3X/9bzB8+wusffSPTvQ6ximwIBa50gjEkYkAUWhSdNGFtdZV/9i//FS9sFLQeOGMTmHhic/3h71eJVP3vx0ipNXEU4UVyY4xz79vx5xXpBgcPxpixTHJ+TohQ8RzUtUz87/bFYMY880rXi4s9PP+VRuPzGMWRqjzNVqjx6yUM6PrVocQKxn6dR2hp9W30azcMkLpQZCMRnW6PjT2+qCeRpimtVtuGWk9YgtllHnjhxBc49fOr1WqTpmll+fXHT64/wV0nnGP+fD5MO5zL2WhURSC0XFh32m7TK6dYz1et8Q3Lozeat2PXc3xcSswoy11IlX3WnguTKGKliPjh3/goT7+0zLve/IjNnqsVSdqiHQsjndCL22yv9Fm6VCJxydBsc3phmtlOQjtNiExOGs0yMz3F0tomS5tDa7wsRjDc4tq1VZ598SK//P5f55msS+v0611ZEu240NfUtOtFJp+R91t4ISYck7lbc+2fSGj53/GsGxwoGGzJIm3qdfkN1zVcdz9yXWkM+ctEtu4LZUxrG7qjjWGUl5USYDDVQs3KsxIcI+IzJ5ZjSpVyCph3Ydtx4RJFGGpvmfteuhQ7PrwsTHmP+8Veu9boQzd2pARdWDZIp+do96avo4zdHKIoJk3TcVe2yI4BUllCAgVrcn1YkiSkaWtv7mzcy9ItFsXUSrD3mtnPNgbZGE1ZFHzk/T9P50MfpL+1geiS3vQMSauNUTGtdoc4jjBJZ8ylrdpTNgTR1fwqUMydfhjV7lGqmFzbJCG+DWVZMjSGjz6/zBdurHP29CnarRaxErrdDjPtmNJAEicM85xub4bNYcns/BwAUyTMTfVI0hZTs4c5eeosrVjIB5v0ul1EQBlI4oiFo0dYXt1ARTFRpOi2E7a2t/np9/0SH1lVqBOvY3NUEomrL+Y6MY4iG55oDCU2xNSn9NVubI4qK5b1ooaKdF7c2iycDfYPSmPYHNqMW4JNCFP4sWGME14CY5QbB94rbF+ajoNEiJUVWCI3b0tjUIFlN44URanJS/vii5WveWLtfbkrdhrG91v+dS+QUlcpen3b/Fgd5taAFklM78gJuPD8TfVFFEVjnFQtXKcWQkKmqyy9QO6Kmxq3gLzb65EkNqtsaJkk5EapF/zrsqwWw1f8toswk41G9Pvb7n2gaoHJGFrtDg+95gSPvukt6NLy1NrKClqXbPWHPPH4J9lcX9313uO0zczZ15JFbdDavj+o+bcsDYPcrrfZGuX8zIc+w3s/8lkATs5P86ff8QivOznPVFKSpgnPryXkazGlFORiKA7HzHRSRAxCggGefmmF333yJX7148+QFyVqtIVeX0IGG+RFQX74IVRnlsyALzvvrcL+uU++L/x2Y2xUizcojSVhCp6DnujjBgcX3vAUKatsxUo1XNdw3X3JddXzvQH37Q9lzBi2R3nl+fIeKwi9Vt5FXWuivgt8gs7QhT22AzaDT6ho+DSbVsu3+3iXo0dYWNArh0p2cWMXXgEEHbeZPbLI+vKVV9Un1pUdV14o/wj95J20ovjt4xYUa4Fvt9ukaatSwipBP+xHN4HH3Nl+UFVZjKRyb6soosgzRsMBGEPaamOMYfXSC2xtbmCM4eqll79PS0x+Gthr9KZnefhLv5H5137eWHyxDtagPVv2+Ffv/0O++88vMt3rIGKzSfY6KVlpiOKINLL3tbh4zBGydWsbU4+BJAJVDJifmaLjkpGAHXfz8/MYsWlWS234zBNP8G9+6ud4OuvB4oNoLRS6JBIfPmnHwdDVFqviiR28Jc8b/Lwr3Lu7wY5lX6eiwcGDNjDIa8/YqLSGJG9o8vVuwK9fdQKL1i5Dae2tVkBe1gYqH0oTKV8PBgpdVNZmbQx1oHRZHVM4C19l7IFqrhmw9VywvBpFkf0bZD7VIhw6+wjPfvzD7BaevRvSNK3WTOwwMLm+CDnPb7cZxLJqMXQcx3behi8Nt+/ki88nZ7JzX1UvyMkXpefSoigq4QS3LW21UCqqzrm1ucFnHn+MKIqYnj3E0ksv0J2aYfH4CR56zev46Id/b6wNohRHzzzMyc/7Cjj+CBpFVmgnGEKEFUa9HVAbqnTQZV4QR4rnr63z47/zGF/wyGnecuYwg8Lw3OYmER0isULXKM9RJCgUhRHW+hkfefYKv/mpFxhkORjIVYdo7hT5jAHx2ecEMaYKHVRuPKiJvqzuBypuDRNg+d98v4UJCXZ7Ng0OHkpjhWtfi8lnVWy4ruG6+5HrDOwahuqxL5QxY0yVTdGutTGVRcNgKEtTKUp2otUWDW/d8BPMw3vOfNZEG6qobPp0DEbv7HQxZmxca1NbU7yXzJOJ14iL0ruxbUrPUhumZ+ZeVX8kSUK73R6LeTW4SbVL+tRQwbL1JnRVIb7b7doK7BMTeIc7e5Ik3M16IthtIWmWZeTZiNitHWt1e8RJTJ5lDIeDPd2rbfv4PeXDAaUxVX05qJXx0hgSpUAJj13L+fs/80G+6Ytez2vPHsMYQ9SZppVp0lgx1CmdqM1wo8/ysoaoJDdDDs+0me0kdDsdYgqUhmOH59HA1Y1+5ZlSZUa/3+fq1WUe+/STvPd9v8CV7kk6J8875d6FzgJevg6J1fdz/fIRNBodGAZKY2yq2OCZWNLcU/c1uMfh18HazKya3L30YxcWE3qly7K0IaxB2mPPYVEUWS+s2EylSlTFCQkFuYld2JAeE0BCTK4bxe8XvKD9ouSR4wQ/1luHTxLHMXl+4zo7SkVOOEmrDLAE55/02HsYx0N12RAr5LQ7nbF2e/LewWVSrwtm0igVXsdxe14UbG9v7dinEtyMptXpko+GxK0eaZqyvrFJfzAkTjt86hMf4/JLF8aO7UzPcvYdX8rU699JplJgPIuqEZsV2GANNRiqcKbKG2BXwLPSz/nAY8/y+0+8yKiwVvtumtqsssZgrmj++IU5Th+eZWMw4rEXlri60bc1gUQonCBpVIQvpwGOe0Rgoj936yPfz9qnug77n1oo9lb6UGAZ6/+G6w4kKgXGLZTxjNNwXcN19xPXeQ9Zdb3rYH8oY9gEDVZvsu5iK3yXY5qnXygXO7c32LFti0jaRaL+QRbaVGnGbYywWy+myypbn8FU+2tjJ2/lSsdbEWy9sSLX5KV2qU6tp60O3YNB5u9EaB895Vp8c2+ZcPKGrmx/Zl/HInycIXn4mhNaWyLrdLoVAYTxq2PHSuDONgYJFK+KnCSI1xab2nMwHJC52OJwsSYGetMznHvoEU6eOs1oOMDokrXVFRuOOsq4dOEF61HbBSJC79BRmD7CqNDAuCVBgK0irwb3x5+/whMXr9Jqt1ECrz1xhD/11gc52Uloo2mnCRdfTOhftQ0cUdBOhTNHe8RiUBIjxFzbznnyk8/ycx96kgsrm5hiRLR1lWJtCbbX2KJFdvwtSGeGoVPQ/eP1RgRhwrUdkI+fqD5rU8T1R0cTonj3ICLPAZtYc2phjHm7iBwCfgY4BzwHfJMxZlXsw/6nwNcAfeDbjTF/fKPzG2PI8jC1fT3XSh9OAozyvHrx+r/VusOgZknp5oFPFlOV5jAFsUvju1lqjLFztc5mFxivROFtfP7F7UOjzYQgUy10h6q+IUBr7gjtqRny1d3XUnjPdZKklYXY34M3FIVeeT9/PPI8d7V8NFEU02q1iOO4XuvrrxP2tf8evByDBo3vQz3v8jzfVTgxxtDf3rYpqZOEbDhARRErV69w6cJznDx9jqmpKZ59+jOMhsPquChOOPrQo5z4vK+EQ6fITd3WsD+B6t0jIiD1c/IcU62VLktyoByWzrosZMWA1e0+IlaQeWlti05yyb1bjQvpF2InE5ZaV0Jt2AdhOLwOBNFQKPF95z+Mhb67fSoDkzNGVc904nw7H06DO4E7wXXFLsbjhusaroP7h+vC8Mfred1gnyhjpTb0s2JMwfIIwwGt10yTBx0IoJ3G6q0BfpKW4gVl28nD3FSLRX2dJ981Pq55aMqq00TsuYa5BvFu1NItyNOIqB1ubAHmTpwjSVPym0h/GsdJNekmXdnhg6+2uY7yLuYwy061uHNCMdgNYchn6Hb13pxQo/fhkcNAEQMQUcRpEtyLJaDB9iZRkjI9O2eVrJk5krTFzNw8n/jIh3a0pdXpcuoNn8v0W74MunPVol4DxFJnGaxqk2EoDWxmJf1igBLhDz77EsubA979hvO8dqHL0GhWR30KYowYImzccksVztIhlAaurG3xK4+9yOMXrwLWOEB8CGa7FDOCUbawoH8Gflz6IobVBAzgJ3jkigVql5XJE/CkYuyLMzZusbuO/8IYE75pvxf4gDHmH4jI97rvfx34auBh9+/zgB9yf68LP189JkOQS18HJpj/Y/VJnFXZW9sUVEKLTyLjE/BkWmPMzjT6nk9s2E0MZUnuXnL2WIMqcxvWY7z3V0giIRInnPh56KyOSdymPTXD5i4CSihQhC+/SjAhmDsT498amTJnITa0Wi3SVquyHlf7Tbzoq88TL1+YMO+Y8WTDeZ7T7/evaxDJ85yyKIiTBKM1o2zE5sYGp889yKDf54Vnnw4aIMwfP8PJd3wZ7QfeQkGdPTVcazAWpSDjUR5hOyR4ZymxC819qJQ4I6FSddZhYwwDt9bFCwyl1hTOU2GojZdVd4x1TbBeG8ayinmhJjTWjYW4B+0eE0J2ea81nrG7itvGdVAbkLXWDdc1XHffct2Y8ek62BfKmIGqUrcfdD77n60zpgOXqQ1Vi1xK0MoF6G5UiVjFATDiJqsBMYaEgtLdstfKfZG3HPuQS1dJ3HswKo0XqkmCSF0NHbvuw7tYDVBOL9DuTe1JGVNKkaat2pU9oUD5v2PKmf9rbP0wmzLffu92eyRpWimvlTWGXZQ5AkVPAnf2xP7htn6/TzZxXyJCFMVVO6M4ZWtzk1ZvhplOysVLV3j+qU9zdPEYSZLw3GefGj9eKY6efoiTX/weOHIajcuO6bLOKRFy1xhrHdLV4PYWMo+s1DxxeY2ljU9yaKrD9jAjK0rm2j2m27YoYvl0zuXteR5cnKPUhk+/tMJjL1xleWO7CjusknGkHcSXVKBug1e8tbH0KhO/VyEVYXHFQNmFurhz9bLZZRI32Bf4OuDd7vNPAB/ECihfB/y/xk6iD4nInIgcN8bcYLXkxJpNJ2yExG7KEu2EBf8S8EKHTR5UvwwKZ80zLjuWAcRxmjUQ4UIz/DizUQM+FFwpUy1gzrWhdKZMf4z/rJwxyxsffJ0ev19pDN25o/DiM2N322q1qvWqni9VYC2uBfLxv779vj6iiNDtdoniuCp27/tl7PjgZbnD+gxMvkDDkB+BYKH8dZ6e8Vb9CHEh7wuLx1i7dpW11ZVqv7Td5cxb38XcW7+ULOqQmVoMm7S6Qm219jyw63vNGwndMaGAo41PZjBeWLXy3rvzxSJVeZfg5+pvlTxLqKzLUbivMRVvmaC/Q4t9aOH25wzb5N+rDfYlbh3XGesZq4y8DddV/RL+bbjuYHMdu/y2G/aFMoaxixURIcvzatDlo9GYVQGoFnjqQBmq3IsiREpROcZFwBQ2wYJAXwuFHlUeC++JqDpXbE2ovCyrGGagchFrrSsFSaCyzoiIjU/FKhZJq8Ps4UU2V69d95atAhPtSHNauTyNsRaQQBEKH6x1Y5dVAek4thaZKI6r+hH+nq53/R1emN0sBwFxDAY7FTGA0WjIaDggThKiKMYY665eX13h8Y/+AUcXFjl7/jzPP/sMG2urY/fRmZ7lzFv/BDNvfDdZ1Kon6kR7vJXFWy20myhhi30YK1Ky1i/Z6I8qq9Zqf1Qpi9poHr+4zGynhTaa7VFOoX1tOke6WIVdm/FreEsJro1jlh3G3fFhuyb7fnLxp/HPu8HdhgF+TUQM8C+NMT8MLAZCx2Vg0X0+CbwYHHvBbbth6ppqNHjBw9QZxfxLtVrP4PYfqyWIm7+BQSlzmcCsRdBUU8dnCCt0zVtVtAEguqgNMcH1/Kj3iYny6lr1eC8KXyNPKDWkR066c40XNfWZvCQQJvw9Tb7M7M+mSuFcliVJktT1dERAqepeozgG4yIWQqHEn99dD5nIROtf/C6qodSa4XBAnmdj59nNahwWTVVRxLXlqwyq7LnC4ZPnOPOu9xAdf4jSWIt+GXCy5y7YGboiwd/drMa7GXw8Sv/OcrxY8YofL4FAE14vfO7GWGOUfT2MP5eQk30CBW1slryxrHgT597RfyJV+ucGdxW3neu01qg4rpSqhusarqvOHfw9yFxXXS+4p92wL5Qx4ywofmKaXQaUj/8NwxYr64nr/EphErGJOtz3bEKbnQx9BEAUpYFBNsRga20ppzHHpVVADG6tWODG9tt90WldlMSRon34ODz9+K73q5Si1WoTx/GuipiHQCWgh9YOr4R5Eut0u3WWFx8nHSgMN4Tru3AimmCQ+0E7HA6q+hOTMMYwHAyYim2oYjYaMNjeZH19jeOnzpKmKZ/8+EertgHEaYtjD7+RhS/4U8jMUUblBFm5doWTyXujJLCieWW6agsuvaiRKjFGrBzh+gyaxoaZrrssib6gZGlMRbp+YkeT/Rgox76NYeHmSW9qSDKhIj9JfL7dZuKeG9xxvNMYc1FEFoBfF5HPhD8aY4wTXvYMEflO4DsBWjOHx37Li4LS2HGWlYZIXBIhgigBZ/bTrphO5Iw/xliDgYEqS5WvseMnr4iLOiB4GQU2mLHQEP87Nd+ERVKrPpj8bqwBImm1SJIUsKHS7t6rc/u5C7iSGEFtx2AuFUVRtavT7VZplqtafkGbC2e8k+BaQFVHxxhT12Xc0e46Y1mWjXZy4HUQJjXa2tqsFvInacqpRz+fhc/9aoataUptn2NoAVYiRMG5JoUMz7e+zyphi1oo8f8mjwv7O/zu95zkdb+tegbBNcLOCoUPL4BU1mxjI1WUiM1uxk6hTgecFgpNDe46bjPXHUIbyPMCpex7uuG6huvCvr1vuM635QZ9vT+UMepwQQBE6mw6frGm00j9DXn342QsqlKKsigosMKxd4vv1gm+o0tt0BhitybIGF1l1DMGRrZJtuaZsq7MUeE8MyJjAr1VLDWd6dld7lRotWytCb9o1FtAvNWiUkhqBqnba8xY7TDrDWujogjtrCtjFpFAcTCwuya/S9+E8ckiQlEU11XEPGwK1pJY7MLVsig4d/5BtvvbXHy+dueLCHPHTnPmXe9BFh+kVDHocQUmbJ/vD29Jk+A8npR86yuLG7V1S4BSQ+QWcnqasmPOfvZ/QwvGDgKYHGci9cS0P+zo57B9fu2Yb6cnZAn2hfH7aXDnYYy56P4uicj7gM8FrviQHBE5Diy53S8Cp4PDT7ltk+f8YeCHAaaPnzM+zt39RmFsrUMBcokwRoMZ5zc/lbPCL3I31fwIY93Rbs4g1XH+OrWBYOcLrfq8y0s65CMRQSOIW4dr3MvLAMmR00zPzlJk2bjg4fjNX8sLJ2PnNjZMZzQaAlJZiEWkEjSqcwQct8Oo4cPZg/UK/sUcWlINNrrAWogLdopd18doNKTd7tDqdInERjh0Zg9x/k+8h/bZR8mIxvqx6l/3t3pW7m8ocPi2VfwTtN2H72h2CXkJhAiC38J7n7Sm+/eF56Uy4Ezfzop3JQjRCfp/7DmIjSpwpjK8nDxpXLLvzDA8qmG8u4HbzXVTx84aH1oY6YbrGq67P7nOhlUydo7dsC+UMcB2sCdoF2dcFgXi3LRVrPHYIYY4jqu1XIItmOvHYlEU2OQKdYp6Y6ygHrqz7YOArApwNGPjy7umvafM18TwST6MsanNRawHRhtNtHCONG1VYX22Zlgyllgj1KB9H0A9uSpLgbt3X0MMsEk6Wq2qjX7QTK47C93liNXuw7C5MSXI/Y2C70WRk2WjsUG0m2IrYhev+oEcJymXXrrAoF8Xv05aHc68+Ys4/PavIE+nxuPHqV3alTWC8cEbThx/z2FbQs/U5GLNsGacP5cnCaSu9WW09VBNnttPKowhcmUMfEbESQuNCc/vPnvlzVvNwhdLSCr+pdPgzkNEeoAyxmy6z18B/B3gF4FvA/6B+/sL7pBfBL5LRH4au5h93dxwvZi1/PZLVzQdiCncWLFWY2NyZ0V2qZnFRuiURjtusYlr/OhWYmvnVJa8gDNCjBmuCMaz1EYNAYxEYMpqHvnCqR72vBM8jFvsPneM9txRBtcukzsrrlLR2Bz24Tg+m1oVkl7kDAcDjDG0Ox263Sn8mgXtMpmFCW68oFK5lL0gE6yxcM/UCW71y9dHUAyHwyrM+2ZQuGxnYK3Nh848wsK7vgGZPsLQWAvxWP/swleRSJ0UifF5HxrNNIwZe8asvwSc6H/bhUdCHtUBB3ljpcduhqDQwDVp+HI3Vx1bJ9ACY0IGHEdosKJqYYM7iTvBdVDLLqXEVqmh4bqG6+4vrps0uF8Pe1LG5DanQAVTecZCT4LX+sNJ5zvBNaxy8xqstjvIy2oRpl8vVClMprawaBl/WKUrPmcH0XjrqsKEQeV2P9Cte9xr0qDEXrOU2Mb4ZtlYunrXn/afD7fz9xtYRfx+2phK2fTr5HyyjzHvmUi1WNQXURao3daBQmeMcRlpxq0HhP1TloxGI/I825NyYPWUmhzKohhLfT97ZJHz7/4zyMnXkVH3g7/3cLLsZmHwz3981Ixvl/DfxOQPzzl2Fj9xg8Wt4Tm9BcW/ALwn1bfOK1Z+0qnwGfvjvZK8Sz+GXrTJdja441gE3uf6Pwb+rTHmV0XkD4GfFZHvAJ4Hvsnt/8tYnnsay3X/9ctfwqB0UJ9GCZkr6+GNOcaF0tq0vkF5BMyOl409RT1mQ9IP50dokQwNHRLs40Z8fQ7jjVhS8ULI0ZUFE5dxLG4x/davYGrtihW8PPe4IpuiyyoMRLD1glQU2VqNZU5eGhvi3e2BAV1a4cGuJx5/mSonsHgjip9BlSVavFBGzWv2oxXytEbnQ6J8aKMsdOH6AVvIvcwxQD4agi7JR0OKIidKUrpTM7QPHaMzPcvM5irdN30pedqrLcBSL0CvQlxcu8Nn5y2x1foHAsGR2ogTssbks/WIAt4xE+Nicrv/HvJkqCCFPFRZlt0z00EbJi3T1bvM2DOEArN/B1f3EPRJg7uC2851BhgVmiRSYApEaLiu4br7j+t2uafdcDOesduY7hmyEtwQQkThHazGjHuxFLaTSm1IlJC7TDl+IafBkAdhaRJ4ubwy5zsuCiZeOMl3b2PwcP1fETQKTDk2CLUxJN1ppmbnUWI9Rn5/92Fcsw8UzjHLijFko1HtYo0iWs4bFi569Z3o70XQlbJVLYZ1ClZ4DW0M6PGCzkZr50IfVYWj9wKt7To2FUVobdjaXEdEEcWK069/Owuf/zXo3mFyH5IYTFx//dCi5THmopYgexB1uF9FDNQTdfI5hkQRKj74z2EfULu1K6VXpFasqK0x3mrln2GYPdErZ9UYU9aX5hOsVNdz52+Ek7sLY8wzwJt22X4N+NJdthvgv7uZa4gIcVSnL8hLXa2j8IljyiAsxx8D1KEO7q8Kxn44N4Cx7UF7698rgWTc0+wF5Uq4oX45+XkSnsPOq9ookRx7EDn+0NhYDl+4fpyHbVHuc0+E0oi1VlN7nqt1B/4lHJx7cu6EL8IqG5qztIuMG9SsgOVfxr5v3WJthEQpjCkrY5Z/z+DmvIiiLTAiIhZn8ArmvC+h4vsgFAp9v9r1B+Mzf8yy6+7PC2NI4E0P+lcFzyXso0kByd8HMl6cdDf463nBtHr+jI+L+rkYK1hiDXNhkgZjagNpKDA2uDu4E1znUddvNQ3XNVxHiPuF6wTqbJjXwasJU/w64N3u80/wKlKgWuHXhhRai0itofppZAea7QARm7J0WIxr1d6DJdQJNXynhsK5n/zhJA2VAqpj7N6h9j3pxpY6d+O41t2dZWbxFMWwX3ujvBIWhhJqXVk4Qk+V1pp+v09ZFigV0e31SJKk2ten/g8JSE0oAh4+C2RwczuUFd8fWZYxHA6uq5ReD8YYRsMh7W6XNE1otdqUKubsF/1Jeo98LpkozC4LZH1fT67988qmCRUvxuuihUpcOJEm3cKh5yxsweQ1Q0RKjXnFKitKQIjhNSKlxiwtk9cFKMrCZWusCWiSbBocbBhjGObeKAKxUqQuE5Dnt8iFy+S65h1P7KGA4M/nPthzMv4SESc9GPulXq/I+FjG72vqEGwjdVhzFLzQ/BwKDQ3+pT35uglfUuE2IzbiIFaCGNsuv75kzLoanKtqNy6kWdk6gSE/+77TtrsojV/Q798d9T34/gl5XUMldJXGoI249QC2zSoWJ1ja85aibOSQ75fgnRJylf/r53u49kWC333fy0RfRsGLvDJABWMgvEbYZ5MWY2U/XFcRCoViz6eT1w/3lWBMVUJHcP4wkmVsDF/n+g0OFpLIpkT3477huobr/O/3E9dViuENsFdlzHCbU6B6Ld0X+hUJ6jBpMGg74AJPzpjVAONCDaXuNP9bqJ1OPLCxwUGglIkdcsbUg29XBYa6LoK/ExC0RLTOPkqydBHj05amqX1AUWTra2hNqUuUijHGrn8TV2OjHA1J2h1SUUzPzFZFpI0x1Vq6sf4Td11dIhiiyGZqLIoC0aXtYX8z/obdH6VUVVjQ5AVx2qq8N9XA13rsIIOpJ6OxXp8ojklaXUaDPq3pOU59yTdjjpy1YYnBpcPJXPWYH9SeNP3knlQi3T67kcD1XvJjZB1MuslxFFpWlAhM9PFuk9Qn8aiUwFDBD8caIBJRxcCLX/w5ocDBrvfQ4GBAidBLa9ottaFw1syoEibsCEoiVVmOo4qTGJsbdVisnTrhvDJQJUDyMNRWZya40P8de/lhFUb/mYnf/D3tBn+uSeHEN1Go00eLa48E+/lj/V8xNoTbn80f61/22thQpx3zkHpe6fD9ERxX81hdI8jJdNU8rYwqQRppYbx/d7PY+ntzOZ4qu1glGEntsS+9sOWOnbT2huet3mkT2WVvBN83OwxG7rgwzHrSqOevOfkeDHm06pfq/enEw0CIHVtq0ODAwo9JpaziYAwN1zVcd19ynV8PdyMnx16VsduaAjWdPsSoLG3oYaRQyipgmfeOEAwsqTMxhZlRoqCS+6T3qhqcBNYUmbCcBG3zLlN/nH8oJbXiFXpVtBPwI6UQgjjhM2/g6NFztOLIPSB7/tJY64UPd9PGfo6iCFuwUNt6Dd6y4Aoqe+WwnrQ1SThuA3decWuwInceY6wVyidDqe5ThLysizFGRpOWQ6s0aO/1s/uoMscg6CJD5yN0mVPmGbosido94jRF5k/S0UMkaTPsHWXXBZ6OTScz5YTPaCx+OFB0xrxewb1MKtZjE3pygk8Q9m7bvVVnLOyAcRJQE+fZTVkfJywNxrm29c6x5605pbmpqdTgHkOYebUUUEbItKYTR84IpdjKCrKy5oE48KZ77PzujCbhuAqFGmPG4u19G8L54uefH8/h/v4l6K3H1edd2jYJEwgX3qB2PcNYlenK8TTBvJ+8dwHSSFUpra/XN14q8El0wvsqncBhuX38HT+ZJasSaCaeSWW0MmbXcJRx/hn39HtDkeeP3TgmFKa8tVkmzj0pbFwP/tnuCPcJ2uDPF3onfESGf3ZFEJrtsxsb7BhSwTXC0KLdwowazezgwsspSoldoaXtejCbidpnvy4rRcxzy6SgP2ngFBl/3wrU5XwcZ4RzB16e6yZlEYLtlZI0OXavc883mpO+fdXvu9zr9bgscvGdk79PenlgZzSR31bvV196sm/8fXg5LQwvNMHfSeW0Vn680jketjjZxvD+J+W0UH6qjvfPfOLZXg+hkjqpkI9xXXgN3x+hjK91Ja96pdL3mS9xJewMn/X3JLuMg0nsSRkzdyAFqiBVNhsxYpUBoa6eHnTSJJnH3qoSdISaeMCGOi43nHw6eLg+aUh4fDXg3O8ldbY9/4A9EYSLTA0gKiKemgsCGYP7h+pcyjWwoNJTsL4sKCVC62InGeGVFjcIgjOXgQBhBMRbZoxbcMm4S1XBmHCV4V3ujkhFUNQKXex61GDXvPj2KPdSzsStpRMhQlfWGCVi48RNXbC5CgUM6mdUpOdvybV5zJIR9IcngN1I1SvqsIuyZDfaZ+hu1gs8frLtsL6I7CCt8HwqeD5h/PmOtu16HsN1IjkbHEB4i9qYtBFit/F30+e//vcbHXdDwf5VtuvlMNkVky/OHfBkeKNdwnPs1v6QB27YuDs3Qff6vDwMVOFYN3P+G/btTV6/QYMQPropK2sDi5d3Sm3wks2ksSg0gobjyhtC/DFjXOX28YK0VyLGlLbgveuza3s5rlJIXFu80cHLAZVSFnicJoX4SWXI71Mn4AiMKkF7QoSGr3qbvcO8MjoZIlE7jMA6MMZNGslErIxt+8ft5u8zCHn0fe7b68M3Q9kmND6ZiW1jhq9A/q4U26Cfx5Q8z8FBe6vtwTnGrs9O7OaxC9vt5b6wvb6/J3UIv2/oldwh+xvG9pt8Jl7W27F9AjdeUWZvrCci0/4zNgXqJ6lToMLOFKjfKhafzx5SoBqckB/ZGFWfDbEaDLvsH96SfYYytmaqmlT+Pqr/UXc8jF3De9f8X/+vupbXTvwxsnM9U6gcTFpN8fsEbTKu/TXJOIuxcYX/XNX4SCnneZuwXowdGxyPT2s6XincK2Jjg7G6PXudWCliZa8kUrfRQxtNrjV5WVtJvcLjLS5KDBHj1mqvlEXB4PTPrSrgTa3I7Hbs2POEqt/Dz35SmfBYszNm1z+jkEj9vUQyPvaqPp84R2it9grm5AvEtyd8DuF9VudyBoVbJRw1aNCgQYMGdwMG6mUnbptPDJFpXa11Amxh52Cf3cLDrDwT1EBlN4WlRhjS59//voixb8dYFBXjHpFQjqxkEi9w76IAQn2vJmiDX4OmpP4lEgEVVZECYTtquSSUT+tjlYRyci23iMiYMlO3z7hrhIniaiN+KL96L49dQlNHpokIWhRlqDIEione8Yz1mFI5aST39xFiNyW0Un6C32SsP4PmhJ8Dw3oYnikT+04q6qGyXPXfbgpicC6/X+goCfUHgUo2vF6YK+zNM3bbU6D6Bvo1X2BjiPNSW+tFYJ247uI6fy5lg//sRK81av/BT6SwU0KvG0x0sr+2H7AT1/eCeKj5e1YIFTPbNqkSi9iH5xasBiFrodUnCh68D2kMr+vbbuug+ayRrgC1O6/Bxv3u6KtAMSi9lYaa9PyxdhLU7fMEKoirEVJbQfz5vTIZsuOkUhMObhFxIZqBxYt6Inp4L9ekslPdG+OTAupQ1nDyvJxFOHymkwQwecRk3PGkpWjMq+u2V55BsSFp4X3fqF0NGjRo0KDBvYKs1C7iyYoD/nvs1pB5OSNx739vIPeKk39/F2VpPwfv0vD9bD9LdUwlr0C1NMMm0xiXTWqDuDMEuxT13qujqA2uY+vJxIY3x0oRR6qSEQqb4MAmLjE+0sVU3wttw6qtzGecR856C713pTShkdbLIgZBiKOw+VbmiMRGh2HGjdZ5qSvZL8bQKkfWw1fmlfxXaIMqC0DIh9soU6JHA0yeY6KEMm1hOjOknR4tPWIzmUXXgtS4vOON7RMycugYmQw99HJ9KHOFXsPQk0lw7rFwwslrVV8C2dtqn7UnNGhXKC9OKoLhOXdTKP0zmzyPEtu34fm87Ho9yH4Q/ERkE3jibrfjOjgCLL/sXncHTdtuHvu1XTDetrPGmKN3szENbj32Mdftx3nRtGnv2I/t2mubGq47gGi47qbQtGnv2I/tupk27cp3rya1/a3EE8aYt9/tRuwGEflI07abx35t235tF+zvtjW4ZdiXXLcfx17Tpr1jP7ZrP7apwR1Fw3V7RNOmvWM/tutWtOll14w1aNCgQYMGDRo0aNCgQYNbj0YZa9CgQYMGDRo0aNCgQYO7gP2ijP3w3W7ADdC07ZVhv7Ztv7YL9nfbGtwa7NdnvB/b1bRp79iP7dqPbWpw57Bfn/9+bFfTpr1jP7brVbdpXyTwaNCgQYMGDRo0aNCgQYP7DfvFM9agQYMGDRo0aNCgQYMG9xXuujImIl8lIk+IyNMi8r134fo/KiJLIvLJYNshEfl1EXnK/Z1320VEftC19RMi8tbb2K7TIvJbIvK4iHxKRP77fdS2toj8gYh83LXtf3Pbz4vIh10bfkZEUre95b4/7X4/d7va5q4XichHReSX9lm7nhORx0TkYyLyEbftrj/PBncGd4vr9iPH7Vd+28/ctt94reGzBtdDw3VjbWq47ubbdv9xXVWo9i78AyLgs8ADQAp8HHjdHW7Du4C3Ap8Mtv1D4Hvd5+8F/g/3+WuAX8HWgPt84MO3sV3Hgbe6z9PAk8Dr9knbBJhynxPgw+6aPwv8Wbf9XwB/2X3+b4F/4T7/WeBnbvMz/R7g3wK/5L7vl3Y9BxyZ2HbXn2fz7/b/u5tctx85br/y237mtv3Gaw2fNf+uMy4arhtvU8N1N9+2+47rbvvkeJkb/ALg/cH37wO+7y6049zE5H0COO4+H8fWywD4l8C37LbfHWjjLwBfvt/aBnSBPwY+D1v0Lp58tsD7gS9wn2O3n9ym9pwCPgB8CfBLbkLc9Xa5a+w2offV82z+3bZnf1e5br9z3H7kt/3EbfuR1xo+a/5dZ1w0XHfj9jVcd+O23Jdcd7fDFE8CLwbfL7htdxuLxphL7vNlYNF9vivtda7Xt2AtF/uibc6N/DFgCfh1rCVszRhT7HL9qm3u93Xg8G1q2g8A/xOg3ffD+6RdAAb4NRH5IxH5TrdtXzzPBrcd++157ptxt9/4bZ9y2w+w/3it4bMGu2G/Pet9MyYbrtsTfoD7kOviW9XSgwpjjBERc7euLyJTwHuB7zbGbIjIvmibMaYE3iwic8D7gNfcjXaEEJE/BSwZY/5IRN59l5uzG95pjLkoIgvAr4vIZ8If7/ZYa3B/4m6Ou/3Ib/uN2/YxrzV81uCeQsN142i4bs+47Vx3tz1jF4HTwfdTbtvdxhUROQ7g/i657Xe0vSKSYCfvTxpjfn4/tc3DGLMG/BbWdTwnIl7BD69ftc39Pgtcuw3N+SLgvxSR54Cfxrq5/+k+aBcAxpiL7u8Slvg+l332PBvcNuy353nXx91+57d9xG37ktcaPmtwHey3Z33Xx2TDdXvGfct1d1sZ+0PgYZcpJcUuwPvFu9wmsG34Nvf527Axvn77t7psKZ8PrAduylsKsWaTfwV82hjzj/dZ2446Swoi0sHGP38aO5m/4Tpt823+BuA3jQumvZUwxnyfMeaUMeYcdiz9pjHmz9/tdgGISE9Epv1n4CuAT7IPnmeDO4L9xnV3ddztV37bj9y2H3mt4bMGN0DDdQEarts77muue6UL2m7VP2zmkSexsap/8y5c/6eAS0COje38DmzM6QeAp4DfAA65fQX4Z66tjwFvv43teic2TvUTwMfcv6/ZJ217I/BR17ZPAv+z2/4A8AfA08DPAS23ve2+P+1+f+AOPNd3U2fiuevtcm34uPv3KT/W98PzbP7dmX93i+v2I8ftV37b79y2X3it4bPm38uMj4br6jY1XPfK2ndfcZ24gxs0aNCgQYMGDRo0aNCgwR3E3Q5TbNCgQYMGDRo0aNCgQYP7Eo0y1qBBgwYNGjRo0KBBgwZ3AY0y1qBBgwYNGjRo0KBBgwZ3AY0y1qBBgwYNGjRo0KBBgwZ3AY0y1qBBgwYNGjRo0KBBgwZ3AY0y1qBBgwYNGjRo0KBBgwZ3AY0y1qBBgwYNGjRo0KBBgwZ3AY0y1qBBgwYNGjRo0KBBgwZ3AY0y1qBBgwYN7imIyPeJyK9MbHvqOtv+rIgYEdkWkS0RuSgi/1hEool9z4uIFpEf2uV6L3t8gwYNGtwIIvLnROQjjkcuiciviMg73W+vE5FfFJF1EdkUkd8SkS8Mjj3neOiXJ875b0Tkfw2+/w0RedZd44KI/Izb/im3bUtEShEZBt//htvn5TjwMRFRwba/JyI/LiJfHJxr2+27Ffw7c8s784ChUcbuMETkOREZuAF62Q3kKffbj4tINjGIP+5+O7fLAPe/fbuI/O51rvfBiUm3JSL/Ifh9RkR+QERecL991n0/MnGMDtq9JSJ//gb3+AYReb+ILIuI2eX3QyLyPjdpnxeRPxf8dtwR0kvufs+94s5u0KDBQcXvAF/oFSIROQ4kwFsmtj3k9gV4kzFmCvgTwDcDf2HinN8KrALfLCKtXa7pj/9S4M8B/82tvaUGDRocVIjI9wA/AHw/sAicAf458HUi8iDwe8BjwHngBPA+4NdE5AsmTvV5oZI2cY1vA/4r4MscV70d+ACAMeb1xpgpt/0/Ad/lvxtjvt+d4uU48ATwZyc3GmP+U3Du17vNc8H5X3jZDrrP0Shjdwdf6wbtm4G3AN8X/PYPgwE8ZYx508Sxczf47Xr4rolzfi2AiKTYifp64KuAGeALgGvA54bHAC/4drt/P3mD6+XAzwLfcZ3f/xmQYQnpzwM/JCJ+AmvgV4Gv3+O9NWjQ4P7DH2KVrze7718M/BbwxMS2zxpjXgoPNMY8jRV8/H6IiGAFkb+F5a+vvd6FjTGfwQozb3jVd9GgQYMDDxGZBf4O8N8ZY37eGLNtjMmNMf/BGPM/Av8r8J+NMX/TGLNijNk0xvwg8K+B/2PidP8Q+PvXudQ7gPcbYz4LYIy5bIz54T22cS8c+A+B/01E4r2cs8He0ShjdxHGmMvA+wmEgjuMb8VaZ/60MeZxY4w2xiwZY/6uMeaXX+7g68EY84Qx5l8Bn5r8TUR6WEXrbxtjtowxvwv8ItaagzHmijHmn2OFrQYNGjTYAWNMBnwYeJfb9C6sgvS7E9t+Z/JYEXkNVlF7Otj8TuAU8NNYQ9K3Xe/aIvI6d/xHX9VNNGjQ4H7BFwBtrLdrN3w58HO7bP9Z4ItEpBNs++fAIyLyZbvs/yHgW0XkfxSRt8vNhVLvhQN/HtgAvv0mzttgD2iUsbsIETkFfDXjQsGdxJcBv2qM2bqD13wEKIwxTwbbPk7t2m7QoEGDveC3qRWvL8YqY/9pYttvB/v/sYhsA58GPogVajy+DfgVY8wq8G+BrxKRhYnr/bGIrAL/AfgR4Mdu3a00aNDgAOMwsGyMKa7z+xHg0i7bL2Hl9EPBtgHWM/b3Jnc2xvwb4K8AX4nlviUR+et7bONeONAAfxv42y6yqsEtQqOM3R38exHZBF4EloD/JfjtfxCRteDfT0wcuxz89j/s8Xo/OHHOv+u2H2Z3AridmMJaVkKsA9N3uB0NGjS4t/E7wDtF5BBw1BjzFPD72LVkh7BhhKFn7K1Y/vlm4POAHoCzOn8j8JMAxpj/jA3L/nOM463GmHljzIPGmL9ljNG379YaNGhwgHANOHKD8L5l4Pgu249jl26sTmz/EWBRRHaEEhpjftIY82XAHPCXgL8rIl95o8bdBAfioqYuAP/fG52zwc2hUcbuDt5jjJkG3g28BmsV8fhHxpi54N+kq/hI8Ns/2uP1/urEOf+2236N3QngdmILuzYtxAyweYfb0aBBg3sb/xmYxSbS+D0AY8wG8JLb9pIx5tnwAGPxs+7Y/9lt/tNYDvrnLqnSZeAkNwhVbNCgQYObwH8GRsB7rvP7b2CVoUl8E3YtWT/c6MK0/zfg7wKy2wndmrSfAz7By69vvVkO/JvA3wC6L3PeBntEo4zdRRhjfhv4cWCvStWtxm8AX+nWcd0pPAnEIvJwsO1N7LK+rEGDBg2uB2PMAPgI8D3Y8ESP33XbdqwXC/APgP9GRI5hBY4fBR7Frt99M/BFwJtE5NFb3vAGDRrcVzDGrGONP/9MRN4jIl0RSUTkq0XkH2IVqy8Ukb/vsk1Pi8hfwa7rv16Y4b/GrkP7Kr/BZdb+k+54JSJfjV0C8uGXaeJNcaAx5oPAJ2kMVrcMjTJ29/EDwJeLyF4zI14PIiLt8N8ejvnX2FDJ94rIa9zkPSy2TsXXvJqGuOun7nvbp0k1xmxjF4H+HRHpicgXAV/n2uKPbwM+rWprj/fSoEGD+w+/DSxgFTCP/+S2XVcZM8Y85n7/37Gp6n/AZR7z//4Im9W1ETYaNGjwqmGM+b+wRqK/BVzFyl7fBfx7F2L9Tqxh+jns8pGvB77SGPN71zlfiVXwwvVkG1iP1QvAGjb74V92idJ2hYic5JVx4N+auHaDVwExZkcZqAa3ESLyHPAXjTG/EWz7IazwsImN0c2CQ4bGmCOu3tazQDK5CFREvp3dF5MnWO/X5wPhMU8YY97mjp3FWmW+HpgHrgC/APx9Y8y1G7X7Bvfo2xrieWPMOff7IawV5suxoZLfa4z5t8HxOwalMWZXV3yDBg0aNGjQoEGDBvcqGmWsQYMGDRo0aNCgQYMGDe4CmjDFBg0aNGjQoEGDBg0aNLgLuC3KmIh8lYg8ISJPi8j33o5rNLi7EJFfEZGtXf79jbvdtgYN7iQavmvQoMH9gIbrGjS4PbjlYYqu4veT2PVAF4A/BL7FGPP4Lb1QgwYNGtxlNHzXoEGD+wEN1zVocPtwOzxjnws8bYx5xtVC+GlstrwGDRo0OGho+K5Bgwb3Axqua9DgNuF61cBfDU5iU3Z6XAA+b3InEflO4DsBut3u2x586KHrn9EYEKkq2+3FlyduvyLPKcsSpRTtTgelBNm9Rt5thcGAgVGWMRgMUEohQKvVIkkSlNq7XlwUBaPRiLIsQQSllD2fjN+ZAYzW9ov7TUSIoggRcZsFYwxZllGWJUmSkLZSlDTLCV8ttDHosqQsS4qiwBhDFEVEUWR3kOuPwwsvvsjKykqTQXL/42X5LuQ6lbTe1jq0WJGYSEVvYzA4DtuZVxTGmHAvQ2Sv+73cWcwYd05+D68V3o9x/7vecN/t/nfbZwwy9mdX7Pa+CM8jGMT/akx1gP1o78Po0m7TGuPfQyKgIkQpxBi0RPUL57ZhD8/wRi/I67XvRtvDS79SyPhHE4x73Pds4xrFYKvhuv2Pm+K6HrztNXeubQ0a3BP4I1g2xhyd3H47lLE9wRjzw8APA7zxTW8yv/zLv3z9fQHlXoLaGEfqlbgSnrP6W5aaLM/QZcn09DRHjhwmSRIABKmUkTuBql0YyrLk6vI1dFmysbnB4sICs7OzTjnbW5sMhu3tPi9euMBoNKquEUURcRSRJCmiBAzkeY42GhEhSRLiKKbb7dDtdq3yJsLzL7zA1atXWTh6lEcefrhWFhzuZF/dK9gtvNdgMNqwtb3N0tISG5ub5HkOxtDr9ZiamiJOkkopro+bFLOEr/mar77Nd9DgTiHkuu7iWfM5f84utVAiJJFCu7FUGoNyI8FgyIqyMtr4fUKDi4hQOiXBjyc1MVe9sufaAc74AjV7muDcHkqsOqKNAXd+CU7qP/t2KXfeSa4Yu767pm+jNsZdx6CdLmREganvScbOZVsslark5pyxvymp76k6n7tOeB5/zVIbRMb7TJDqnmIlVf9oA6W2PBorRek5XRQgxGi0MRhjUEq5Y0zdj84o5p+nMaZ6r3mYqg2MbfP7y0S/eZRaE13HmOeP90Y3fz/h9kl9zEyc31/T913VVtem8Ni9vinSSFXn+dS//v49HtVgvyPkureLmI/c5fY0aLDfIPD8bttvhzJ2ETgdfD/ltr0C+Jeve4EEZjUJhAr/oqte4CIkSczs3AxTvSn7ohIqZeduKhdKKY4tLoCBY8cWaw9V8Bq7XvtqIUro9bo8+MB58rwgihRra+ssLy9bj5nWdDtd4iQmSWKKogSM9XqlKWmrRZomGGBlZZWrV6/S6/U4f+6cVcSCt3OjiL08rEBoyLKcS5cucXV5GRGh3W4zPTVFq9Ua80baY/wTHzcq1KJmg3sEN813lYLghoM1NEFkrCJgBWaIo6ia80p2jgovNJuAC72AXxumxo/RxhCNKR9gKg4aV578tsobFCgEXrHz7QqVhVDQd4ePKUQ6UAqo9jNWGTWlVaycchHeF9VnT07VHVgvtDFEosYUDt8JZkdkhRCpun32/QKIqZUX11av2CmlKmXEK8gKPc6RgdITPrPQmFj1JzsVq8nnYyb29+fa7V0YXmvs+VVN26l4EXz3v8nk9dlFaQwUulBxnvTbhgpbaMDy/aMm2thgX+MWynYNGjQIcTuUsT8EHhaR89iJ+mexhYz3hFDJul58xKQSprW2wkscWe9PHNNqtWi32zvCEu+GclFd0wSfBSK5OQ9U2DeCkCYpaZJiMCwuLDA9Pc3FixfZ3t5mQJ9er0eappUiEEURcRyTxDFRFDEcjlheXqaVpjz04IOkrbRqZ4O9wWDI85zV1TUuX7lCURTMz80xNTVVjc/dnmsoWl/vc4N7AjfFd91WzFvOHkUbQ6wUSSSUetzrJQJ5acaUlkrA9YpBpCqlxYcoU+3rR9FOj5ePKAiHpFeUPL/cSLj3+ysZVzp2QyiU+/Mqp+yZUGqfQKVkUp9AUysFXhHK85wsy1ACiBrz6HujnO+boigZDAeICL1er1KO/P349k7O1UlvX6jkKpEd97Cbd3CyT8L+CBVSY6A0GoHK0zX2vAx1aOgul9jNw7kbxq9Zv0/GNDXZ/d6zPGc4HGK0IYoj0jS1z8MbRN2+1XPyneWVNauh0YqjStl9Ok1u2N4G+wavWLbTs7Nkjz66p4tMGpKUcjwXKZSouyLD3V1YQ2+WZeNLHar3he0P/y4oioLBYEAURXS7Hff7/dZnrx55njMcjdBu+U6SJONOoT0ifewx1Pr6y+53y5UxY0whIt8FvB+IgB81xnzqVl/HIrTF1QqaMab6u18G4e0uru2VgrK0axwkEDbC8E2/L9QkV2pNUeTsl76616CUqiZrlmXVc9j7S2M3e3WDewE3y3cn5qf4u9/wBXs9d60waKuOGGd4soYVa1xJ05Rut4NSERJEANxtmB3ffKTDzbevUi6N7ZeNzU1eunSJ0XBo77/XI4kTtA8ljCPiJKHtjHJZlvHss8+xvr7OI5/zMIcPHXLK7/7oq/0O7+UqypLNzU0uX7nC9vY23W6X2ZkZvMIYekdhXCGf9Jx5/MGP9G7/DTR41Xg1sl32hjdw7ad+qvLC73Lyyi3vBV4f9htHEZEzIqdpSqfbIaoMULWn+m4hNHztxN4YZgdXmjriZmNzi0svXWI4slzX6/VI4rjiOt83rXabTrtFluU8/+yzrK+v8zmPPMLhw4ecsWV3j3mDGpWEbAyUJdnmJpcvX2G736fX7TIzM1NHi0wevNvYNoYj3/zNtH//91/22rdlzZgx5peB6y8Cu/GxwbdaSB2z/FaWAPdyFzd5tcGYwlpBB0OyLGN6eoo4jqsX78tZLm8HQiUovL+yKIlia81Vol7Wsjke5mEYDkeMRiOiKGJlZYX19XW01pawOnZNWJblFGUBQJoklSBXxCVKRSwcPcrq6ipPP/1Z3vCGNlO9qUY3uAkI1uM4PzfH9PQ0V69e5fKVK2y+9BJpmtJKW3Q6bWtBvm6YYtPZ9zJeDd/V2Ml14WelIsBUIYnGGIrCct1wOCLP84rr7mZI9l64brf7u955/LlejuuUCHkecJ1OqlDPsiyJooiFhaOsrq3y2ac/S2cXrrv/LO57Q+WZdUruJNddvAmua3r43sarku2qMbGLXOc/i9gIIgxSKWVgHNcNhiOygOu88WkyvPZOYG9yXe3hv6VyXV4EXOcMdHFBUSaoKGJhYYHVtTWe/uxnaXd2kesartsdVSSCEMXC/Nw809Mzr1CuY0eI+Y1w1xJ47A21zaEKo/G/BF4v7wUamxBlycrqKpcuXaLb7bK4uEi306kG5N168eZ5zkuXLmO0ZnNri2OLixw+fBiJgsf4Ml40bTTr6xu88OKLZFlWhSAmcUySpsTOalKWJVmejS0qL0uNUtaaIkCv1+PY4iKXL1/mmWee5TWv+RzSJK2udTeU13sNPsQnjiOOHVtkfn6ea9eusba2Rn/QZ31j3a4fm56m3Wq58VofPxlY1ljrDzZ2XxfYcN1uaLhuf+FWcl2D+xUN1+2Ghuv2F24J1xm95+vtc2XMwa1NiKIIXRSM2xFql2s4uNI0pdVqsZLnXLhwgStXrvDa177GuhnvwiDURqO15smnPsvHP/U4vU6blmtjp9Nhaqo35jueFMh9aKHWmitXlnj6mWcYDgbEUUxvyq0Nc2vBtLbX0qUmzzPAhtJprSmjkm63Q57Z7VEcc3RhgTzPuXr1Kp/+9Gc4f/48U70ecpfKANwL2HVtibOodNptTp08yfFjxxiOhqyvb3B1eZkrly/T7XY5dOhQ5a2FyTVj0HjKDjZuKIw2XNdw3T7D7eK6Bvc5Gq5ruG6f4ZZz3U2MyXtCGfMWksl1OOHC9sn9lVIkacKZM2cwxrC1tUWW5Xeu0UEbfZuWr13jM599hsEoo98fMDszzZUrV1hZWeH4sWMcOnSIbrdLFKnK0qONJssyF3o5YOnqVa5cuUKWF3Q7bbqdDqmzmojI2Jq5oshtOmbXjrIsUe02WZaT5wVKuXT3ScKx48fRWrO6uspnn3mGRx5+iG63u+MeGuyOyfV5YF8yvW6PbrfL0aNHWF9f56WXLjEYDJiZman2340AGhxc3Mgq2XBdw3X7HbeS6xrcv2i4ruG6/Y5bwXV7leb2nTK2282H7mrvulVKMRwOg2P8+jHxB9FKWywtLbG2tkar3d6RXvx2I4wpzrKMT3zq0wwGQx46c4rZ2RmmpqbYWF/nxUuX2dzuc3hlhW6nw5Ejh5mdnSWKIq4uX2P56lW3HqJEa20XTScJ7VbbJeGIqrUifoG7Fl2tLZmcdL42WZIk1bYoijh2/DhxHLO1vc3GxiadTmcnSd4jE/d6Cs3tbv9umdcEIY5jDh86zNzcHFprlpevsbm1RbfT2VHw2xhbLLrBwcPkfJwMw2m4ruG6m8W9yHU+vKrB/QG7Zn9cMG24ruG6m8W9yHV7xb5QxryGr5Qam6x+WxzbZpZlWW3zmWSCvceOUSJsbm5y6fJlSpeacqp357I2jS3u1IZnnn2eZ59/kQfPnubE8WPMzc/T7XQ4evQoCwuLPP/iC2xtbTEaDtnY2CBJEubm5jDGkBcFxhhSN8lUFFUFnCuXs0CkfF0iG0NsE+hIJdhHcYxSirzIMdoXgo6rDIxJknDkyBGiOGZlZYUojjl8aL4aVHcrAcqrRZUO+g4jNCxU8cdRjFF2jG5sbDAYDJibna0Kkpdlydr6evVMGhwsFHnO1tY209NTfq0w0HBdw3W3BvcK12kT1EtrlLIDj0aua7juVuOe4Lo43jO/7Q9lbMJCAlTZcbrdLkmS2GLGbnBprcnz/LoDyLtu19bWyPOcVppy9swZkjS5ow/PuBSl11ZW+IM//hgnjy1y5tQppqdtIeo8z1FRxKHDhzh8eJ5Lly6ztbXFcDhklGVcvXoVENI0qepKWEuJdVtr0Shc/Q1lFw8qFWGMtsVDTQQxaGeFjOPYusjRiFJooysiFBEQIU1T5ufmuLaywpXLVxgNRxw5cph2q4URc09NXOPIyxhtCW4XL8SdwA5vr8DCwlHa7TYvXbrE8rVrdLtdlFJsbW3RarVotVp3pG0N7iySJGG7v81wNGRudpZWq9VwXcN1rxr3GtfNzc5WMsq90L8NXh2k+r9puK7huleFe4nrep0OR+4lZcwXqzPGFrTzsbFKKVrtFnEUMRgMqk7fOWHtJPeGZmMMo1HGKMtQSnH69Gm7kPIOobKeGEN/MOD3P/yHKIHzZ08zMzNdp9pXCty9JnHMmTOn2djYpN/vMxgM2NzawhhbaNP3jdaa2C/oNNpqrSUYo6pUr4hCaYMRM9avAKWu47OVKIqiJE1twVTlrDOdbod5Pc/6+jrr65b4ji4cYarXq6wR+3ni+v7XWrN87RpFnnP06BHStM4m5O/hergd9xaShogwMzNNr9dlefkaly5dQmvN4uIiCwsLVWrcBgcLSZLwyMMPc/Gll1jf2ODY4mLDdQ3XvWLcq1yXd7tVG/dr3za4dbDrvcR6RBuua7juFeBe5bpRltHZw3n2hTJG0EFh1hgRIVIRWtuBPX7ITle232JdwDnb29scOXKEo0ePjlVuv52DLXRjl2XJ45/+DFeuLvOWR1/PoUOHSNK0ciWH/zzm5mbpdrsMBgPm5+fp9/usrK4yGo1s1hxtkKJAlyWlUqhgsmldkqYtRFlriChFZAQlrjJ7WVjXtFtAmhc5SZxUsdql1iitieKY2dlpokixtrZOv7/Nlcua6MQxOp3OjnvdT5M37P/V1TWee/Y5VKQYuZpzvW6PVqtFpOrFtNbTLDvOc7vuK6wBJbGwuLhAt9tF65LZ2VkXX79/+rTBrYOIMDXV48EHzrO2tg7QcF3Dda8I9zLXFUVB5jK/7ac+bXB7oNz81UXRcF3DdTeNe5frOnuOctoXypjgChGXdmJa16odaCKQZflOl+DY0ZXtxFlYClZcOMTZM6eJojs7Yf3n555/gY899jgPnT/L8WN2wBtjLT0qWHQqImgRIrHZgtrtFq00JctzWq0WcZKwtrbG9vY221ubKFFEUT1hcf2XpCl5YS0k1tpu03F2u7ZQ4NbWFqMss/HIWhwJlGhtCSYCSq2JjCGKYmZmpu25jGY0GrK0dJUTJ06QurCA/bYAO5ywm5tbPP/88yDQabcZDYcMBgOiaMWlnbWFEJVSpGlCHMcoUWPnuR3YsXDWxRzPTE+7HXYSSIODBb/wd35+zipkDdc1XHeTuNe5rj/okxeF2/G2NaHBPkLl3Wm4ruG6m8C9znXqXlLGSq0pXepOH+vqP/f7g7q+gt6tgJqp/vrwxvX1Ncqy5PSpU2MVsu+Epu+rsV9bWeGPPvYYJ44tcvbMaTrdOoONuAnr3ZvG7BTAtSsWp6KIbrdLmiRks7NsbW1x9do1+oOhJSNAG0McRSR5TlEUKBG0sa7soigoytKFf1oLVRzZxZ2ZzvA5jgq3mNRQeye9Fd/26QYbGxuICCdPniCO6qFzt13b4STTRrO1tc3Fl14iSRIWFhYqS9TW9jaj4ZB+v2+/b24RxXFVTb3b6ZC20sozdbvjkKt1km7igg/KaHA/wBhc7HvDddBw3V5wULiuKMpqPBjdcN5Bh+W4husarts7DgTX3QT2hTJmtMZoDcZQlq6jjEFrYTAYVMrZpGbrolzr78awsbHB9naf06dPMTc36zr79g6oUHMHGAyGfPJTn2Z2ZpoHz5+j0+6QxDESReiwpoax9TSCrxV87LEJFmK2Wi2mpqZYPHaM4WDA5uYm29vbdmIWBaIU2WhkXdnu32g0Ymtrqzpnq9UiTZJqHx97XBGKux+tjWuXYWpqChEhz3OuXbsGwIkTx0niZCzW2F/jTmKy77f7fS5dukQ2GtFqtZiZnaHb7dDtdjh06BBZltHv9xkOh04gsAUUsyxjc9OmfZ2enqYVTF5/ndsab+xOLUbuKgE2uP0QEapUxbpsuK7huj3hwHAdLoOeE8L3myW+wa2HLVbsE3U0XNdw3Y1xYLjuJs69L5Qxj7BT/Ocbpfj2E9ZbIQbDIevr68zPz3NscXGs02/XYAoHTVGUDEdDnn3mWQTDg+fOkLZa9oG4CeKFMABRghJBVLTDH6KUQmlt3dXOMuQHTtpq0ZuaYmp6GqM1Q+eqzfIcXZaMRiNGWUbp6lf448uyZDgY2Fhil0Y1TVOiSJEkKW4tqLXKBClmoyhidnaGNE25ePEi165dYzQacfLkSTqdth14dynNaIjBYMCFFy+wvb1NmqZMTU+TJvUi8ThSRJ02nU4brTX9/oDBYEBRFOR5gdYlG5ubbG/3mZrqMTc3RxxHd+a+GnnkvkElfEy86Bqua7hur7inuc6hMTrdf2i4ruG6m8VB4Lq9YF8oY5VDesJCsvtEG9/m3cdZlnNteZl2u83Zs2fGstHdETe2Nly6fJlnnn2O7e1tzp45Q6vV9vo3OCuDipT9rDVal/6X6v+hJcJbOMLicX4iKqUq66KIrbjuM+t0ul2KvCDPc0ajIaPRiLwo0MZg3OQ1QJ5ljIZD4ihiaipCxNasmCQQ2yah2+1w5sxpLl58ia2tLV548UUWFxaYmZmurr2blfN29P9YHDeG0XDEU089zaUrV+i027bqfWdnDhtrc7Oufl/8MMsy4rioLFFFUbKxsclwaNOPd3s9lJIxhelW3lMjlNxfmIwvn9wW7Dn2reG6husOAteFHhEr8DU46PChclzXE9FwXcN1B4/r2KXfrod9oYxBPVl925VQETY4Ep9wX7sD0VqzurqCAU6dPkW73R6zntwJDEcjnnv+BZ589nkeOHOKTrtdWSGUn4DhgxZBRNkMOa6dip3ewTiKKOIIyaWyopRFgUqSKpa6KEuKUmOC9KYitrZEkiRMTU277FUjtyYPirJge2uLNE2J4wRjNMYo128W1cvSaMrSplFttVqcPHmSS5cvs7mxweXLl22Bu7k50jQB7L3auOfb4wqedGFnWcYTTz3FhUuXGGU5xxYW6E1NVf0z6S327YoiVVlTtDGkSpEkCXmek2UZo1HGlatX6WxucvjwoSorzn5PAdvg3oABV/y24bqG63bHQeU6Y4wd+7f0rA32M7QxVaHvhusarpvEQeW6vWJ/KGN+cGiNqR503dHjE1bAOU8xulqEOBgOOX7sGIcPHbpjE9YPHm00L164wKc+8yRKKRaPHh17oLZyfG37MRjv4QYEU91oreH7+1YKu8hzlFXJTbRLeIJTYHWpnUXGEKr51gpjT9ztdpidnakI7fnnn2cbSFst67IVW5MitFR60vTxx1CilCJJYo4eOUJRFGxubDAcjdjc2qKVtoiiiDS1VeZbLedKvl3PwoUwPPfcczz7wgsURcniwlEOHz5MpCwB6Yr4azILrS9KKZI0sQlk3BoGpRRRFDMcDqvFxv3BRebn5pidnSX2/dQoZA1eDQyVAarhuobrbogDxnUm+P/NWI8b3Lswju8armu47oY4YFy3V+wPZYx6AkQSfg+sCQF9i/uujWFza4uNjXW63S4nThy3aVPvUDyx/7y+scGHP/LHbGxu8o63vHmHGzV0R1eeSzN+P2Ann1YaJWps4kZRZAsJUg+6sigoy9JNZF25vsOJhruMreJuzxMnMdkoY3VtDUSqQoNKies7e0/e5S2ujUoEO6atK73b6bC4sIDRmrX1dbIss3UeoohOp0Mcx6Tp/O17BhiKsmR1dZXLS0tghNMnTrBw9Ghl6VBRRLtlY6dDVG0ynv7tQ1HOJa/LsrKulGXJaJQxHA1ZunqV4XDIkSNH7EJQ7t4C1wb3PkQs3zVc13DdjXAQuU4Flnoa7rwvEClpuK7huhviIHLdXrE/lDHZOclkl23evgB2YA0GQ9ZWV4nimDOnT9NqtW77hPXwk6ooS/7oo59gaXmFh86f4/TJE2OTtKob4SdRNQ0sbMiqnR7a2MWiSeIsQOInkK5c4mG8/WiUBROyHkDa2KFotLGLSVUdo6xLzdWrVxmORszPzdk+88QQ9JnPBKONQbTGiNiCep5iBGZmpknTlPTyZVbX1hgMBrRarSr1KuO8e2v6PSDM4WjI6toagvDA2TNMTfVot+2E1VoTB/0uyI77M8414a1SuMKIPtuR75dOp00cR2xvb7O2vs4oy1hcWKDX7YZmMXudRrBosEf4kdxwXcN1u/b7Qea6Jqrg/kPwzBuua7hurN8PMtftEftDGdsz6kWgoyxj+doycZJw7uxZ5ufnbv9EnQinMMbw3Asv8JmnP8vi0cM89MB50tRneQGtDUpdx/Upgji/vXjftoEsz617WbmJ6waVr6bu44tt3LJ3WVtLiIg4q4pGA4gGrEtbKYUoxWAwYG1tnUhF9Lo9m8a0cvkG92ZvsHKZ15YVe87IuTCVsgO75e5bOUtOq9Wq3PO3uu8NtgDklctXyN0EardbtNvt2iXv+qgoCpIkub77WZyFaSIVbB2XbKr7UUqxubXFYDDg4ksvsXD0KLOzMy4EoE4F2wgZDV49Gq5ruK7hugb3Axqua7iu4bp9p4yNJ9KsuoLasWq147XVVTrtNufPn2d6aqoe5Nw568m1lVU+8tFP0Gq1OHfmFNNTU1UbjbGWiySJieNdurmaDNamoo29w1aa1NYjBCMu65SbdGJ8OlNdxc5Grqp9ZS1wx2tXjV1EbDYdYyuYb21v0et1abVbaK0rd284YKvvfgLgjAWmjl8uipKVlVWGQ7uA1Pe6rZvRqyqf3+rnURYll69cpihKZmZmx6utB5OvdP2UJIHbOoCP446iyBVPdNYp12eVRcrFHCdJwqH5eVbX1sjznKWlJbTWzM3N2aw8Do2Q0mDvqE1wDdc1XDeJg8p11XqaW21ib7B/IYLntobrGq6bxEHlur1i3yUzcolA8QPD66bgtHxjCwCKUjz00IPMzEzfkXjiMRhYWV3lP//hH7HZ73P2xDEWFxbdJHLj2k1JcfG6eCsJ2AlrTLXdLvw0boFh7VYeiy8OJmXliq3uuq43EQ6YKp44jhEgG43oD/oUZUm306329y/ESUtK+F3EXksqQoWNzU2GoxFxHNFqt4njmFarxeLC0Sol6q14Hr4NBkOpS166fIn1tXU6nQ5pmlR1NeIkIXapYF/uut7yJAiRqt3evh9935TaUGpdWVPSNK3il/Oi4MrSEisrKy4W21TPrEGDvaHhOnuGhut8O3x/HGSuCw2uDe4nNFzXcF3dDt8fB5nr9op95RkzjHe0BBPXYzAY0B8MeOD8eTqd7i1zl+69jYbBcMBHP/4Yl5eWOX70EKdOnCBOUpzvGaS2oERRVLuGcZ4/parvSrz66S1EEkzFwJIBREqRhxPLuYu1qbV8j9B9q1wGmtEoo7/dJ4lj0jQds5iELmBvOQknf9jLWmsGgz6bG5t0O11a7ZTNTZt1Z2qqR2eXOhCvuL99vxm7sHN5eZkrl69w5MgRksRahZIksRXo05SyLMm0ri0/E/2yKwTiKKIsCpe9SAeEZW1cpTZASVEUtNttFo4e5eryMoPBgGvXVtBac/TIEZfStvGONXh52BnvraUN10HDdf7vQec6P9obZex+Qc1wDdc1XHc/cd1esa+UsRuVfyzLku1+n62tLU6fOsXc3Cyiakc33CHrCRBHMaO8YHa6x4lji/R6PRBBG0HQ7mEbW5NBpKo2H0dR5ZoXUdQvIqmsIlqXbkFlDXtfNiuM1/yN839XtgVjgoFGkLYUECHPcwaDAcPhgE6nY4snGqqFoFBbTLQb9H6yexgsyeR5zvr6JnEcMz8/OxZb7BeO3koyNcYwHI24fOUKK9dWmJ2bI4qiqkiinyBJHKMit8g0aPNe4Emrqm4/3gKMe0Z5nmOAdqvF4UOHWHZV61fX1oiiiEOHbl+moQYHC/6VMImG6xquO+hc58XSBvcLzK7PvOG6husOOtftFftDGTNmbPJVm91vRVmy4jrnzJkzLBw9WscSi1TWiDsBQUjShM9765t5/oUX6HW7lGVBp9NxLlC/GNMOtjzLAFv3QYm1nvjChz6zDtpm1bFubj9EAguAAChiFwPrXaeYmqhCa0EYFyvuvFvb21y+cpmyLDnU7aFLjYpURSzhpC/LushgVYEdEGMoioKlq1cBOHH8eLWwtdPp3HJrlr+HUpdcvnyZZ559DjC0WilxFBPH9v6sRWdAnue0g6KM2tXs2At2zTrEuLBc9U9RMALSNOXokSNcW1lh0B9wbWWFOImZnZmpnl+jmDXYCxqua7gO7h+uM+HfOzimG9wlTAj/Ddc1XHe/cN1esX/WjO3WucaQZTlXl5boDwYcP36cxcWF8UWd1HGidxKHDs1z/tw5tvt9nn3+eVbX1ojjuMp+IyLkecFgMGQ4HNUTCu/qtJPTGDNGVJU1BFtvQxt/lL1Pn061slJYY40bULVbO3QD53nOysoKa5ubxHFCnMQuXtnH1MrYhC1crQsTFMyzcdPGWTGuAbiYZf8cdvb/LYkrxrB09SovXrhAXuRELr1qURZoPU40eZ7T7/eryusSxGO/HPwzq/o2aLuNpq77E6iuJ0qYnppiOBoyHA5ZWrpKvz+oQhEm47UbNNgVDdc1XHcfcZ34/RpuvD9gTP2sG65ruO4+4rq9Yl8oY3meWzdhcHPehbl0dYm8KDh18iQnT54gUlE9UO7wRK1ibRGUKGZnZ5ibnWU0yvjE45/hytWrtFotN3EBvFVjcjWcPQswRlAGXLX1sT3G4KuEWwe3m7EQfGLHIBmNRmz3+xgDszPT1WT1VgPvztZak+dF5dL1VhnjiHR9fZ3lq1cpS0271UKpOvWnH+jhv1sCd2Pzc3O84XWv4/iJE66fNHmeU5Q2FjhcoOktJz4TkRK1K6l4VONJqbGQgd2aogNLldYaXWqSNKXTbrO9tUW/3+fy5SvkWV5N3AYNdoMfYQ3XNVwX3tj9xHX+XhrcH2i4ruG68MbuJ657OeyLMEVtDFeuXOHw4cN0u10Atra2WVm5hjaGUydPcvrUqWoR3d0M/Qrdx5GKOHfuLLOzszzz3HMM+wOyLKPb7Tr3alG5NMfjdMXNVTMWpqHLEiOCSFpdyxg9dm01VnVcMALijE5KBCNqLORTa01/MGC736fTbjE1NT3Wf7ZmRniHBq+jh9r/+vo6ly5dotSahaNHOXRo3k76W+zC3gGBo0ePcPjwIdIkZXNrixdffJFsNLKF/ETA2IJ+kRrvZxEhjqOKWG4EpWxmozKwpHghwfdnKDxXcdjGEIlw8uRJiqJgY2PDPkejOX36lF1Q24QsNrgBGq5ruM7d4v3DdSIURcG1lRWKRhm7b9BwXcN17hbvH67bI/aFZyyOIvI858rSEv3+gM3NLa5eXaLUmqNHj3LixIk9uyXvNJRSHD58iDe/8VEOHZrnpUuXWL62bBc/tlJEQNxE0pVlw9s7gocYDAIM1YO222uXsh981UAas8AYdGld0OGizdFwRJYXLLrUnd6y4M/rLRB2gtak5CestwpkWcbs7CxHjx6l3W7fEUuWYAsf+ixB01NTnD17lm6viy5Lsjyz1pOioCjKKi5aRRFpmgSx0btbM0KrmJ+s4W/jT2l3O5hfWHru3Dl6vR7rGxtcXV7mxRcv1HHgDRpMwBjTcF3DdRXuJ64rioKlpatsbW01Rqr7BJtbDdc1XGdxP3HdXrEvPGOtVovpmRmrpV++VGmbh+fnOXP6FHHsahvcbm39JmCtG7VmniQJ586d5erVZa5evcrS0lV6vSkOHZq3WnwwkSpNfOKc3nahjSYSlzpVBHE7amNQyg5Ik+XVGBL3P6N3Do4sy9nu90mThMXFResGN+MLQo2ZnHgGkXoB6NrqGkWR0+10OHrkKNPTU2NWituFyT7223q9LufOnmUwGLK6uspgMHDEaBiNRhRFwezsbOX639vFsNapgsp6opSCiswgfGJhTDPYkIF2u83p06cZDodsbW1jtKbX69l4+EbgaDCB0WjElaUrDdc1XHffcd3y8jLb21u02+0qY1uDg4vRaMSVK1cQpRqusxdquO4+4bq94mXNEiLyoyKyJCKfDLYdEpFfF5Gn3N95t11E5AdF5GkR+YSIvHUvjRARHnrwAWamp+3CQmM4dGieB86fr7K6hPvuF4Rt8Zr+8WPHeOjBB0EUj33mSR771OOsrK4GxeZCa4WbcKY+nx+oGlMppQasmxvntlY2fepYTwQWDw+tNUVZMBqNOH7sGN1utyoWmCQJSim3WDJskxmLDx6NRogSpqamWFhYYH5+jjiKK4vD7cZu8cqCEEcxU1M9Tpw4zuKxRZI0cWle+yxdvcqFixfZ3t7eWz0KB596Nqx4XxmoxhzaVAti/aJYrTXD4ZA4STh58iRJEjMYDllfX6/d4rs8owb7B3eC60LohusargtwP3FdWZYkacq5c+eI431hE77vcCf5zo/Nhusargv75H7gur1iLz7iHwe+amLb9wIfMMY8DHzAfQf4auBh9+87gR/aUyvEptB86KGHmJuf58jRozz4wAOkrXrChg9tP2Fy4ooSer0eb37jo7zu4QcZjkY8/sRTfPbZZxkMBvZhuwWJ1gUNIvZ/ftB4q0aha4uLmNop6lOh+qvadqgdGWPKUlPkOVEUcf7cGdqtlDS1/6w7m8qFK0KVOtQvAh2NMkajjDiOmZ6eYX5+njRNdtz3ncRkf0dRxOz0DKdOnuDI4cM28872NktLSzz55FMsLV0lz4P6FEFc8PXOPT7WjFt8a/8Zdw4RGVtc6iduNhoxPT3N6VOn6bTbbG1vMxgMMe4/34YG+xI/zu3mugBKqYbrGq67Lg4y17XbbR544DxHjhzeLUqowZ3Bj3OH+E4pxZEjRxqua7huVxxkrtsrXlYZM8b8DrAysfnrgJ9wn38CeE+w/f81Fh8C5kTk+MtdQ9x/vW6XRx5+iIcefIBW2qo1533O1mMD2D2PbqfDG17/Wt7w2teQpgnPX7jIY596nM3NzSpFZ+m1e3+8+AWGLlOPiy0Gqjhjf726+F/9ux8WdkAZsixja2uLY4sLTE9NEUXWcpKkKVEUVZXkq+PdJPY1L4ajIaUuiVTEzMzMLa3A/mowaU1BIIkTFhcXeO1rX8vhw4eJoojt7W1evHCBFy9cYDAYoo0emzxj50QQUZY4A4uNJzTq7gcswdmCgXaxrDZ1YUGtNYcPH+L8A+eJ45jnn3+era0t4Poxzg3uPu4E14XodrsN1zVcd0McVK47ffo0C0ePvmxGtAa3D3eS7xqua7ju5XBQuW6veKWrJxeNMZfc58vAovt8Engx2O+C2/ayELGdn6apDVuQWkm7V5EkCQ8+cJ63v/lNLBw+zPLqKn/40Y9X1hQfklm7tu29+pjVanBKUKLODySfXcZP3Kq/7PHD0ZDt/jbGGBYWF1xtjIF1Z0cRcZKQpilRZEmiLK0725PB9rat6yAI7Xab6akeIuyr5zFJ6oLQ7VoP67HFRZIkob+9zdWrV3nhhRdYXr42XsV9wpLhLVkCVf/6/q+mW2XJEsT1u8HasQwuhKAoMMDc7ByLCwsMRyNeeOFFRqNR4xW793DLuc7D169puK7hupfDQeO6dqsWyhvsK9wWvovcPGy4ruG6l8NB47q94lUHaxtjjIjcdEtE5Dux7m7OnDljtzlt2H++l4g6bGs4CZVSHD9+jPn5OV548QJPPfMsTzz9DNeurfA5Dz/E3NwcaZK6h2+qh29dpsr2h663e0RKUVaxwQY3o1AC/f6AtbVVhsMhx44dI8tylq8uk+U5x48dY2Zm2lZpV4p+v19lhomVHQ6D4ZC8yFFK0WqlzM/PEsXRvn0mvk3GGJTYNp89ewalFMvLy2SjEevr61XxwKNHj9LtdPBx3NV5EJQI5eQ9Gvur36v+I+GWqg06KKp49OgRlFK89NJLrG9ssHD06K2+/QZ3CLeS64Lf9u28uh4arrt7OChcZ9fMNIap/YxXwndjXDe+vVLC9uO8uh4arrt7OChct1e8Us/YFe+idn+X3PaLwOlgv1Nu2w4YY37YGPN2Y8zbjwY3cq9bTSbh76XdbvPwQw/y7nd+IW979PV0222Wrlzh8qVL5HlmtXa8Ni7OsmItLCI+stVCKUWSpiRJQji+DEJRlmxvb7F0bYWsKDl27FiVrcq7d0ejEUmcMBplFEWJDmpejEYZ2WiEiLiY4mlarda+nbC7QRBarRYnT57k6NEFOt0uWZbRHwzY2trioptA3r3tMSYcmDqFbB02sIf3kusjX0RQKcXU1BTtTocoahaq34O4bVwH+8si+WrRcN2dx73MdQdp7B8gvCq+G+O6id/ulTm1FzRcd+dxL3PdXvBKlbFfBL7Nff424BeC7d8qFp8PrAcu7xuick0G/+5VTN6DVzCVKHrdHg8//BBveuOjzM3Nsd3vc+ny5WoRqNE+/tVZBdw/TJ0NB7GLQn2MsDjLSaQgG2Wsrm+wvLbB4sICvV6PmZlpFhaOMjU1ZSfuixcYjYZoXTr3ts2iU5YlW1ubjEYjANIkHUt3ejsRLsC80WLMG2GynZ1Om2PHFzk0f4iZmRlEhO3tbZdmd4n1jc1qHlZOamdV8ZPVWqcsIVae213nr9TEG8QZG2MoihwRIYnjPc37BvsKt5zrPBqua7jufuS6g/KeP6C4fXzHva2QNVx387jfue5m8LIqnYj8FPBu4IiIXAD+F+AfAD8rIt8BPA98k9v9l4GvAZ4G+sB//eqbeG9j0s0tIkQSMT09Rbd7nvX1DZaXl1laWuLw4cPESYIAkUtTKvWJAIMxdmgopYix8cvhIM/zjM1+n3a7zbmzZ6yXWxTT09OcOqnIsozl5WW01iwsLJCmCUUhlKVN4TnKMpI4Romi2+0E2X1uDW40EQ112tcwzvpmSKPa112m1+1y7PgiVy5DNBgwHAzob2+j2yVXl5aIo4ipXg+/ZtHNuiqjjjEBfY61w0cUj383xlZ99y8erTWDobVIpWnq6PjefSEdZDRc9+rQcN04Gq5ruG4/o+G7V46G68bRcN2r57qXVcaMMd9ynZ++dJd9DfDfvaoWHWCEsayCralw6NA8MzPTbG5u0e/3GY0y68ZGaLVS0lZKmqSBVQa0P4OyCzbLsiTPc4bDEaPRiNEo43MeOE+v160GsVKKmZlpzp87x5NPPsnVq1cpy5KFhQXnFi+cVcWeXUXWDXu7rCfeYqG1Jis1zzzzHBcuXODsqROcPXuWVitFySt13NYQhG6nw7Fjx1i6ehWAQb/P1vY2AEtLSyQnT9Ly6XZNbQEp3UJXd6LwpBMbqkOpiRVnPSnpb2/bbEdJfE9bBg86Gq67dWi4rkbDdQ32Ixq+uzVouK5Gw3WvHM0iljuM3RYXxnHM/PwcMzPTDAZD+v0+WZYzGAzJsox2u02r1SKKY1T10AU/fY0xDIdDNjY2WN/cREQ4f+7M2DXATpTZmRkeeOA8TzzxJCsrNqvt4uIi2/0+oyyrzj8zPW0rzN+kBWMvsAtZ7YTd2Nrive/9eX7yp36Gd77rT/BLq9fodTr8D9/z3czPzxO5LECvtA2+vzvtNsePLXLlioAxFEVh05KKcPXqVY4dWyR2sb+5z8xjwIizoJjaEz3m1vaWEwS/1FlUHdIwykbkRcHCwtGq6GCDBvcDGq5ruK5Bg/sBDdc1XPdq0ShjdwE7XNxuUvnq471ej7Io2O732drapt8fUBSFrbQeey3c1pwwLuXmxuYmy9dWuLa+wQPnzjHV6+28rhtshw4d4qGHH+LFFy+wtb1NtLwMPvYVW4B7bm4WEbklVoxJF7YxNuXq45/5DP/XP/mnLOUtvvIv/W2+8PUP8LrFDn/je7+Pv/N3/x7/+/f/PbrdLoK8crd2cN9pmnL8+DHiOMYAa2trrK+tUZYlKopYXDhax3e7BbahpUSqmG8D3krifhfn7hZcpXd3/Y31DXrdLmrLidMAANRXSURBVNNTU6+k6xo0uKfRcF3DdQ0a3A9ouK7huleDRhm7y9htAouAJDGzszN0u13W19fZ3u5TFAWpy7aTpCllWTByBQCvraywurFJu93mNQ8/iFKqmnA7rDYiHD1yhOmpaa5du8ZoNEJFkY1T1prFxUXiuHa93goLii/Jpw3oUvMbv/lB/vG/+DGOvOndvO4N7yCb6pF22vR6Pf7W3/w+vuEbv4lf+/UP8Kf+5NcQu/SrrxT+/r21amHhKFFkrUOrKytsrK+DMcRRVBVA9PccRhAbBAUY486nrDXGzm2bPjVc5Lvd71OUJScXF6oY7WYNRYP7FQ3XNVzXoMH9gIbrGq67WTTK2D7CZOyxwZAkMYcPHyKKIpauXkW2t4lc9pYsz9je3mZ9Y4Ot7T4iwrlTJ+h2O9edcCJSjcROp82JE8cpCh+bPKTVbtHrdqvFlq92wvr7MWCLEBYFH/it3+aH/t2vcvRLv5Vhe55Ou83bT03zumNTpHHE8ePH+Lqvew//9Ad/kHd98TuZn5+rJ96rbI+P6T5y5DBJkoAxXFtZYW19Ha01J0+dqiaf3b++D1W1oXZtBzdqu9XtU5YlGxsbHD50iDRNG8GkQYMADdc1XNegwf2AhusartsLGmVsn6HS3AM3NwLzc3MkScKlS5fY3NhgOByytW3jgbeHI0RgZmqKY4uLtpI7u0zW8Lv7PVIRKlUkSUy3W1sPbsUgqyesQZeaTz3+OP/Pj/wYz29B5+1fS9ae5uHDPb72tYd50+l5WrFyLvSYb/iGP8OP/diP8mu/8QG++Ru//lW3JexXsC7nubnZyrJx7do1Njc3WbpyhUXXh5OpWOu/wXmtI3vsno2BwaBPkiRMT9du7GZBe4MGNRqua7iuQYP7AQ3XNVz3cmhW2d4hTA6Al4OMafGCKGF6aoqzZ89y6tQpDh85wuHDhzg0P8fsVI/Z6SlOHFtkenr6ZQdH6HL151eiqn9+wr6aQWacRSEzhv5wxM+/79/z7X/hv+FTwynM2/8M/3/23jvetqQs8/9W1co7nRxuTp0z3YQmSBBFBgmCpBEUBkUdE874M4cRUXEYEwqOMjg6zigi4CjokJUgSYEGms7h5nTy2WnFqt8ftfY+59zUt5vu5vY96+Fz6Xv3XnuvtarqffaqNz1tETIaeVw122LXZBOl5Aavza6dO/mWpz+dD7z//RR5MezS841iw5gKQavZZO/evYxPTIAQLC0vs7S0BFBqfaxLN8Aa7IY2pjZteWi62oDWBXmWMToy8rC3kK1Q4UJHxXUV11WosBlQcV3FdQ8XqsjYI4wzGekgLDsMXZ/DONbnxSLA9zwmxscZHR0hzwvyPKPT6ZDnmkajThgGD8r78Uh4MK3BWoLqd3v86f/8X7zjz/8Pu573eszsFeQImoHDtlbIaKjwnTJ4b9a8N67j8LrXvY4/+qM/ftgMdoDhPZdfG0Uhl+zbB8awuLjIysoKCMH42NjGzzEwWNg4xOvN2BDHKcpZ80hVqLAZUHFdxXUVKmwGVFxXcd3DjWoz9ghhvbEOPCe9fg9daIIwREmJkLLM9d1YhHm27xt6PQQooVBS4fsetVrttLzbh2KM5+PdOdP3rv+cVdKw99vt9vi93/093vvBf+LKV/5n2rVZBIJm4LJvss5k3aPmO/iOxAhpPRQD45WSx11/Hc1Wi16vT6vlPuj7OR8MSCLwffbt28cdd9zB6uoqrKzgOg5RFJ3xc8aU9zn4HgxSKvK8IM1SxsfHzphWUKHCxYaK6yquq7iuwmZAxXUV1z1SXFelKT7CMBiyPOffvvRlXvDCF/Psb/t2XvryV/IXf/lXrKyuUhT5Bg/BuQxnGA43a+HYwf8GYehH+gfxbCF5AxTGUBhDqg1Lyyv8lzf+Gn/18X9l9oU/wVI4gwHG6z6XTNapew4132G26eMoicSgdUG7F3Pb/mMcnrdeDKUEBw8dPu80gId6P0IIwjBg7969uK5HmiSsrK6Spunw2PVpAIPwtShftwZqc4qllDTqDfvaw5SnXaHChY6K6yquq7iuwmZAxXUV1z3cc1Jtxh4FxGnK7/zu7zEyu4N9z3k1tx+a4yd+/Cd4+ctewfs/8I+0Ox2yPEObNbG/U4sLNyyY8/hzKtbnNp/1DwatNYUuKHSx4T1trO7Fqdc4uL6i9H/005x79x/mF37pV/jEXSeZfd4PkdbGEQJ2jNbYN1GnFbpM1j0unQjZMRqgMORZweG5Nh/99GG+8MVllts5CMFoq8Wdd95x2ng8HDhTjnWjUeeSS/fhui55qQmSZtnp57YKgAghUVIipSRNM4qiIAwCHNdZI9azzEmFChcbKq6ruK7iugqbARXXVVz3cHJdlab4CGKQX7v//vu55ctf5r/83n/ns4s+N+y4jt59X+HQlz7JD//oj/PUJ9/Ma17zfTzh8TcxNjJixeWkQJi1FNZTw9XnPO+ZPBylUWLW3tdG0+v1WV5Z4eSJk5w8eYLF5RWWl1dYXlml27ZtQcEu8K1bt3HNNVexc+dOwjDCc2241/E8tNb0s4L3fPRz/M/f/y3M1qsIn/Z8+o5PXQiumm4y27Kh4fHQ4arZOpdPRbjC0I4Lbr1znrvuWyYIHJ584zS7tzVRUrD3kku55Stf47te9MJvfELOgWEOtxBMjI2T78y5//77ieMYgEa9blumbhjjjQaZZtbb0mg2rVFXqLBJUHFdxXUVKmwGVFxXcd0jgWoz9ijggx/8MJdfcTnXX3sNvfuXWLp3AXXFzVx35ZO4dm4/d3/qH/iJn/4Fxuohz37WM/jO7/xOrrnuOsLAx5Fru/v13pQzYUM+c2mgAEVRsNJuMz+/wNFjxzh0+DB33XE7d951N/fcdRfz8/OsrCwT9/sA+EGEE9VLcUGDEva7w6jGtTc8jl4/5vjh/ZAlbNu5h8fdcB03POmp+FGdP/r1nycf3cHI9c8hVz4jjuBb9k2wc7xOnBVEjuDarQ32TNZRaG67f4Vbv7rCykJONOLwpJtm2DZew1F20V9x6T7e/e53E8cJtdo3JhJ4PhBlQe309BRpmnLkyBF0USCFoNlsDkUFB3MwCFn345gsywiCgFoU4VTe4QqbEBXXVVxXocJmQMV1Fdc9nKg2Y48gjDG02x0+9KEP8dr/8Fq2j9d5PJLMCG470SbJNe6OS3nSK/ax3O5w++1f48N33ML7PvqzXLZtimd8y1N5xtO/hX179xKFIapULD9n/jFW+6Efx9y/fz8f+9jH+fS//At33XknJ0+epN+PQSkc18cLIvBryLHtTGy5lFq9SdQcYdt1T6Zfn6EXZzhFwmSkaDYbLPYLUiOgG7O1fYKoP4dHwZcPzfGRz7+dorNEIRz2PvsVLEiXHRG8+Lqt3LxvkpXEIE3BZDNkJHSQQhCnhnv3L7I8b70RvWX46lfnaN7sMRp5AFx++eX8/M/+jFWOf6QNdp0XRQrJ1q1b0Fpz7Phxur0eynGo12o4jjM8XghBnuckcYIxhmajgVO1eK6wyVBxXcV1FSpsBlRcV3HdI4FNsRk7dZE/WjntAsHi0hJLi4s88QlPIHAEl0zWqCnY0gq4b77HQi8jzjU1x2HnNY/n0Mw+vDxlfvkYf3vLXfzl3/0CW8dqPOfbns23fduz2bFtW6ndIIdaCDb311BkOQcPH+GjH/s4//APH+C22+4gNorpLduYvPJJ7Hv2Ltq5pC1rFNLFuCFCSNJCo4VECEUsJce8OkmvoNdJEGh60sckKX0cjNboXOH604jJnfjjk0w6kpE0w826LB24k6X9tzPjG266ah/XTuxgJHQZiwSu66CENT2DwXcVl+8bZWl+lXi1wBhYWoCssEYMhkJrbrvzLi69ZB/+5MSjYrgAGHAch+3bt5MXOYuLS3Q7HaSUtJrN4XFaa3q9HnmR4zgO9XptmINQ1U5UeLRRcV3Fdec9ZxXXVXgMo+K6iuvOe84eA1x30W/GhgWCwy4pj+KPhrDnG5+cYHJiDCUkQhp2jtdwpUFrg5CSdpwTOApXSRwlmevErPoRTO8luvJZxP153vWFr/PX7/9prrtsD896xrewa8d2WiMjNJpN7rvvPj71yU/zL5/9LAeOnmB8y06mbvg2rr7xJXRUHRU18OsNuv0uJ47PU2iDLLoUhcAIB+k4IAWOoxBSsdrtU+QFAFI6tEZGkZ5PNy0QGLSBrCjoSYnuZSgp0MYAIc7OGxh1JFsjzd13fY7v+fev4orLLuGHf+j1POGmm0CVBZJlXu6+bSOsXm344meWAfAih9BTiFL0YWV1lf/6W7/F9ddczeTEBIgHl2f9jU2fwFGK7du2kWc5vX6fbqeD73nU6nWM1qRpRpblAIyOjOB53iN+XRUqnAkV11Vc99Cnr+K6Co8dVFxXcd1Dn74Lk+su+s0YlAWX2lZNDkKW8Mh7UowxKEdxzTXX4Ps+BoMUAi1geqTGlUaxmmqyQuMoQd1XtAKH8chluR+Qa0OSFyx0IrruOLXLnkZbH+efP/uvfP1tb+e2r9/KzMwMmddgy94rmL3mGVz/nMs5mkhum1+1ucJFDN2cWpwjlEMuFEJ30cJOvSr1LILAIwx8AHr9hPkTJzEGpKPwPQfpOvQyjRACB5BSoITAVbYZqMQablpocm04KB12XvdtPLnW4i9/62f56Ic/xH943et4/et/gNmZGUsQQqCUZMukx+1N6K0aeqsxaZJCYIsqsywn6feJ4/hRJd71oe0gCJidneXAgQMkScLyygp+EFDkOd1el0IXBL5Pq9WqPMQVvqmouK7iugeLiusqPBZRcV3FdQ8WFzLXXbSbsQ1Fj8Zw/MQJarUazWbD5oSeR+Hkw4Fup4vvuQgh7fkEGARIyc6xiLzQfPWIYa6TkiOouZKx0CErNAvdlE6qaQYuJwOPxZU2R5cTjt9+B3feeQczuy/n6me9ELHrcSzlivtWV8lPdBCmoN/PEEWK1AkGH40gi214WuoUIxRGeIRhyOhIwxodhsBRLKUZMusiTI7r1XFcj26ak2uNABwpmW6E7Byr0c9yjqz06acFprDCfrkxdJOCoysxV1x1Mz/7e3/Kp9//1/zxf/9jPvLhD/Pzv/ALPPtbn0UQBkgpmZ5o8Lgn5nz53+aZnHaph/5w/HSRk6YpnV5/OG+PFtYTfKNRZ3R0lOMnTtDv9zlx4gSu65KlKVIqxsbHcN0y5/jR9NJV2PSouK7ium8UFddVeCyg4rqK675RXKhcd9Ftxk7tPDMImzYadU6cnEMIQbPR4NRxfaQMeH5hniROEEKQFRphzDDH1gjD3omImtJ85WiXE92cwhgcBJGrqHkOSa7ppDlTZpV/fv+f85lP/SOTUzM853U/Tb7jBhYTQ79vKIqElV5K0u4N716YHGEKpBIEvmOLEXPbplOYAqkTXCWpew65NrhKEHkOh5MEYTKEyVHKQRsr/OdKiZT22ibrPmBoJzlpbr1AxoCSgqTQ5FqjjaGfG6686kZ+6IabeM53vYy//OO38kM/+IO84pWv5Gd+5qeZnJzAlYIrd4yybTwg9F0Cb23xD8LDJ44esV2EzjI9D6RT8VDnVQgBBpRSTE5Osri4yMrqKkvLy9RrNQLfZ2JignqtVnmKKzyqqLiu4rozoeK6ChcbKq6ruO5MuJi47qLbjA1gMGRZxvLyCrVaRK1WY3LScOzYMWvE9frasQ+j4NypWF1Zod/voY3h+EKb/UfmeMJVu4h8G651pWRmrEEUBhxvZ5xsx7TjnOV+jhAGRwryk/fzN7//Sxw7dIDnvuSVXPHtL+eYabLQTkiKMuTqeQSeS2pyhNEYIRDGIEwBRUZETlGPaOcZ2hiEsYJ3StjQtNaamu+iC03Wt14YkGjh0EttEaYUgprnEHmKE+2YflqQFAW5NkOD8oSk4TsEjmK67jHdCHCVIEOy45on8tO//Sd85v+9j798x9u47977+KVf+WWuvfpKHNdlrFUb2qRAoI3GdT08z+PQ4cMUWtsi11Ms93zm7xslZYEgCHwajQZHjh0HII4TGvU6k5OTKLWxPWv1sFLh0ULFdRXXnemYiusqXGyouK7iujMdczFw3UWl1ri+qLMoCg4cOMgdd9xBp9PBGEO9VmNiYoJjx4+RpAlQDu4jNb4Ger0+SZoiAFcK7r9Lc+hklyzP0cagS6MZjTwum4540q4Rnrizyb5xn7FQcfLWz/D2X/pxRmd38oO/+Q4ufdF/ZH9eZ7GfkWuDFNAKXXaO1dg+OYL0gjJUve5PkdLPNK16SDjSAi9icNPaQD8t0NqQFYak30MXOUYoChWg/JDCWJFDJQWBI3GkoJvmdNKcvAxhqzLX2HclrcBl60jElpEardBFlp12cm2QfsQzXvQ9/Mof/hntJOflL3s5v/LGN3HHXfcMCybXL/7A92k0atx59z1QesTONufG2HnP8pyiKNB6TV1+kJe8Xl3+fLHeAB3XZaTZJAoDarWI2dkZwiDYcGz1cFLhkUbFdRXXVVxXYTOg4rqK6zYD1z3mI2OnToBtB6o5dvwEc3NzbN26lVZrhCRJMUC9XiNNU44dO872bdvszleI4aQ+rNeGIc1SlpZXMMYw0YrYsiXgXz+3gHqiYcdsA9dxMILhwsZRjDdC6q7kf7/7vfzhf/kZnvFd38MVz3sNRzo57eWYQlsjaQYOUkq2j0Q0fAcDjI62WDh5EmHy8ipsq9SsyAlch1a9Rh7H5AkYIcjKYlJXWWMUjiRyoWtCkC5hGGKH2BZ1IiAuw9cC0BgcIVFCEHiK0dBjLPKoeQ6ekmhtSApNQymkVRmkACZ3XcbP/dc/5J/+7l28462/zSc/8Qk+8Pd/hz86uqHI0nUdXMfl5LEjFIVGKbMhLxys4nyeFxw8eIj/96EPs/++ezDG0Gi2mJqZ5Qk3PY5rrr4K13VRUp1x3ZyXoRnwfZ+xsVGKomBiYoKxsbHqgaTCo4KK6yquq7iuwmZAxXUV1202rnvMb8bWw2AN9sTJk9x7331s37qVbdu2obUmy+0i1loyNjbK0WPHWVxaYmxsdDiRDzeEEIRBwNzcAoUuCH2Pbdvq3HPPST7ysRNcckmXJ900Tc13SoeGQGLQRc4/fOADvOkXf45rnvKt7H32KzjeTtEGItdBG4PnKASG8ZpPzXOY79qc4VYtZEEohE4RRgMGLVw816ceenSyGIPACIUwmmKweAX4jqQejdCZmWal3SVF4boOouxWFLh2nLQxKCHwPIkjJa6SBK5kvObT8F1Eee+ZNrZTTz+nl+Q4ShK4Ct+RaGOIZcBTv+vVRM0RPvJ37yHL89OMSRtDoQv6vR5aF4C7Yb4xVon+Ix/9KD/5hp9keWmJ5sgoeZbS6bSJ+zFhFPGqV7+an/qp/0y9VsN1Xev1EGvemvNpqyqkYHxszCqxO4ogCEo1+ypVp8Kji4rrKq6ruK7CZkDFdRXXbQaue0xvxk7VmjDaMDc3zx133MXIyAgTExMURUGh9fBYrTWF1kxOTHD8xAk8z6PRqD/oji5nColumDgBGAiCgIW5E3Q7HWphxNREjektAScOZNx1R4+JiUWuuXTK5vgCmdZ89rOf5+d/7ud45vO+iyuf/1ru60jA4CiFlGKY5xs4grrvUGhDmhcYY3BcB+X76F5sR0YohJBEoU/dd4m8vLzO8loNaEAJQd1zCFyHmckJVBCRoZBSUmiDKwW+Y/N6fUcwWfPxlEJJ2wLVK8Pc5W1b74o29LOCXGt8JfCkIM4KIs+h7iscIDeKG5/9QupRyAc//FFe+pLvwvc9ZDmWRVGQZzY8PdDIGMxjL475/Oe/wD/84z/y3ne/m3379vEXf/EXbN+xnSLPWV5Z4dZbv86b3/xm/uhtf8jnPvsZci2YnBjjRS98IS960QuZmBjf0IXpgYzPc11LZFXNRIVHERXXVVxXcV2FzYCK6yqu24xc95itGVtvsIMc0rn5ee655x7Gx8fYtWun3cXndpE6ZdhaFwVxnKC1ptVsMr+wQLfbPe17z/fcg/8NXh/mrppBcWBAt9ul3bHnGK25PPnGSfZeInC9gvvv7VAUxfDzKysrvPHXfo0nfMu3csNLXs99HUGhDUpKhBDIMtSb5rbAsh3nZEV5BULgKsnEaBPf81FuBEKA0ZClSCmYagT4am2RDa69FXoEroMQgslGyJ7JFnvG67QCl4bv0Ao9GoHLVCNg52iN7SMhU3WfkdC+70mJU16fFAJPCVtAagxxpllNCrq5JskLeklm85lLj1FuBFc8+ds4cGKJL37pFrI0Q+szzEPJCFmes7S8zJ/+6f/k9a9/PX//9+9HOYq3/M5vc9lVVzMyOsb0zDSXXXopL/3uF/Oev3k33/WSl7KwsMBll+7l+PET/OQb3sBLX/oyvv7129D6/HKPB4ZatXOu8Gii4rqK6yquq7AZUHFdxXWblese25ExrOhfluUsLy9z5OhRxsbG2LJlC1KWiuBlgaIQijyxxloUBVma2nBzGLK0vEIYhsPOKefaSQ8N1lhjzfOcJElJswylFLUoKvOVAQFhVCNOMxYWlti7ZzcgGB8JmNkywv33LRM2lPUWGMiLnP/zl3/FSqfLC176/dwyn5Fpg6skeaGJHImvBAtxYbUjjCQuvQoDgtrSDHji9hZHD+YcX405cKJPp5AUWQwGap7DeN2nveKANmRxjDFN6r6DFFagcKYeYIBDy30ybQs5PVcROYItzYDId+glOXGuKYwgL4tEndLLAjb32RhDoaGfacDmAGtX4imb19zNbI4yQhA6ksd96/N5z7veSRSFXHP1lQihhvdWTjh5UfCJT36SX/3VN/K1r3yF33zzm3na05/OyvISY1t288F/Pgoi4ymPn2brhBXr27NnN+/4k/9Ou92m1WrR6XZ5xzvewW/95m/yYz/247z73X/NxMT4hvD2qag8whW+mai4ruK6iusqbAZUXFdx3WbkusfkZmy4wy0X+srKCnNzczTqdSYmJhDS5q5SGp/WBtcVmNJg8zLPWCllPROOQ5qmtqiRs3d2GUAbTZbl/Ou//ht/+Vd/xa233srC4jK+7/G4x93Aa1/zGm668QYcx7Hq3UZzz9138fibbijDv5KF5RQwTExEwwVx4uQcf/M37+FF3/+fOBh7dLOMZuDhSEFWFLjS6kX04pjUKLQ2pKZACklWaNpJzkQ9YO9Ug5aZxD2+Yj1LOqA+OgoYCm0wfoR0PXRakKcZeZYROApXCfaMR1y/tcFSP+N4OyXyrHaGEjDuGx63vYU2cGg5ZqmX0c8KPCUQriBwJaGrQAiyvLCtUwFHWVIygDHgKFsY2o4z4iwnN+AqyVTd48nf+h289Q/expt/49eYnBhHFwWFLmg0mkilePd73scv/PzPc/XVV/Pm33ozL3vZS2m2WhgEt9x+grkjOQjN3eNLzI41UUqgpCIMA5sLLCVB4POGn/hxvva1W/nb976XP/zDt/GzP/czBL4/NNzzCW1XqPBIo+K6iusqrquwGVBxXcV1m5nrHlObsVOF/4qiYGFhkfn5ecIoYqTVQkg5DEkOBt0YYz0qp3xPURTDDi+9Xp8wDDcY7Knn01ojhCDPc/7XX/wFb/zVX+XyK67kmc98JuOTUxw/cpgPfvCD/MP7388b3/QmpqZn+OpXvoouCj79mc/w3d/9kjIvFW66epzpSY+t0w2M0eSF5m/e8z5mL7sBveVK7jvaBqzHwxiDAHxl7yH0XIrMkGmD1gYlNVJAmmuOrfRpx3UmR5ssdmJ6SQOXkHqzRpoXaFPYPGRtbCGoyal7tphTCrh0KmLXWIBcFogipe7ZwkpHCnaPSq6crtFNMrJCowT0U4m2g0XgQOAq+rlmObU53RJBzVX2+gpD3beih0ra3OO0wBaEpjkC2Dazk+Nz8/zv//NX/PiP/jCF1qRpxvSWbXzu81/gV375l/kP3//9vO51ryOMImrDwlKohS5SgNEKhcvA5rTRzC33uP/IMrOTdXbOjBAEAT/8Qz/ERz/yEd7xjnfwwhe9iGuuvgrHUef0pFSo8Gig4rqK6yquq7AZUHFdxXUV1z3GNmMDmLITy6HDh5lfWGBifJx6vb7BSE+FEAIpJVrr8pjht2GANE3JsgzXdU+bMK01SZpw62238/Vbv86B/ffzznf+KT/5k/+Jl77y32NwmRiJcJTkx37sR/mN3/hNfu5nfhblKHbv3sOeSy7lQ//vg/z29u388A++nnqjQbPmc8UuF4Qt3Dxx4iT/8MEP89wf/Hm+ONejmxYErqKTZGxpBiSFwXMVjhQErkOGJs01hdEoKagp241nrt3n/rlVXnjNNJ4paI6McfuJNtpRJGXRpdHa5v0ikMIw3gjxHEXNgZmmjxCCiZrL9dvHWEo0RaFxpeCKLTUiT+K6Adc4im7s0M1gMdacXO2z2ktop4bFbsqx1RhXChqhh6cEyuS0ooCRyGUkdEgL2yHJtmDVFNqw0M2IXMV3vvRV/Onv/QYv++4Xk6Qp3U6X0dEWv/zLv8wrXvkKfuiHfpDPfXmR+ZOL3Pj4Ua7cPYYjJbMzDXZd0qHTS9mxo4GQtjC1m+R88jNznDyaMTG1xJbn1XGU4sYbH8eP/MiP8N/e8hZ+7Ed/lDf85E/y/O/8d/i+f8F6TypsLlRcV3FdxXUVNgMqrqu4bjNz3QNuxoQQ24H/BUxjI5J/Yoz5fSHEGPDXwC5gP/AyY8ySsHf7+8C/A3rAa4wxX/pGL3R9cWVe5Bw8eIj5hQVmpqep1WprxxiDkPKMn5VlsaQ9zFjFciFA2ILDbrdHq9UcFhQOPru0sswb3/gmvvzlW9i1Zy+333Yrs1u28rJXfg+f/dIqCydzLr+8xpNunGF6eoqf+v9+ijvuvJPv/u6X8JKXvAQlJV++5Sv86hvfyG233c7v/vZbGBsfsx1typN97OMfZ2TLLu5JQha6fQByrXGVxBgIHEXLV2UoGHIKpCioOYLItbnMk3WPe+e73HFskZfdtJ0nXL6d3d2M+X7BXGLDyIUxeK6DV6vRz1LCIKAV+UggcGyLUkcKQldy7WyNpcQQuAolDKM1Dy0krhQ4kUfdkyAlM5lmqu6RZDmdzHBgvsMdJ9scPT5PKAviuI+L5rqdU/jbp9nemsBzFPOdGBProQfEAMu9hN1X34gf1vjrv3kv115zNWkac9/+g3h+wI/+xx8G4XLyaEG/BwcOdbhy1xggiHyXpz95K0Jr6wkxoNF04pTFlRiMgyvX1kIUhbzhDT+OVIq/ftdf8UOvfz3H3vhr/NDrvx/f877RJVvhMYaK6yquq7iuwmZAxXUV11Vcd2HhfCJjOfCfjTFfEkI0gC8KIT4CvAb4mDHmzUKInwV+FvgZ4LnAJeWfJwJ/VP73IWFDSNkYsjzj4KFDrK622b59O2EQ2K4ppQGeyWAN1gsipUQpRZ7nmFO8JEIIOt0ujUYdpdb0KdIs4+1v+yPuvece/uzP/pQts7McPnKE48dP4kcR7ZVlstRw911dLr+0z/RYnW1btvA3f/PXhEFIUljDe9pTn8yf/PF/58Uv/m7+xzv/lJ98w0/geS4GQ7vd4T3v/Vu2PuuVHF5Nhuf2lVU9r7mCyHeYbQWErqIdZxxZTegkVnzPVZLIk+wer3Nwuc+Rdszx5S57JqbwPIeRyONknBB4DrnWeI5Do1FHaxhreHhK4irBZKSGhZqekky3IsYKjaMkQoAutB1rrVlaXubEiZO0V1eIk4THP/7x1MbrdDPN8WPHkb1ljs4t25B2KVRo3DZ9XCZbNbaON/ApQ95S2D6sQI4kUT43PeUZfOD9f899991LEid88mMf4Vff9OuMj4+zEmeoSCP6gsjxMcKKOzpS4EgHSVlUaqySfeQrpqcClkXBJZfPoBy11m2o1eIXf/7n+N5Xv4rv/b7v43f+21t43nO/g717dw+J+0L2plR4WFFxXcV1FddV2AyouK7iuorrLiA84GbMGHMMOFb+vS2EuB3YCrwQeEZ52J8D/4w12hcC/8tYa/ucEGJECDFbfs9DgsHmChdFweLiEnmWMz01TeD7Q4Md5A/rorCGa4ztuiOsXoIo/z74IzHo0nshsDvqLMvo92Pq9TWPzJEjR3nf+97H29/+duqtMb529xyX7Jhi966daODqq2p86a55Qhnilbm/UkmazSarnZiPfuYgoyMuT7lhO3v37Oa1r30Nf/gHf8C/e+5zueaaqxDa8M8f/ziLCWyZ2IXo2i46UsB0w2dbK6DhK/ZO1rhsukbkSg4tJYgjqxxbTchLo6p7ksumauxuKhbbXXZP1HEloAQTjZD7FnrkQpEXhjgvUFIyOtJgtOYxENkbaUSUYuqAdSQ5EozRdDp9/vULX+DDH/kIt99+O3fdeSeLi4t4nseznvUs9u7bR71eJ3IFe2bHuHElZmsrJHAlnqNo54JbDy/y6XtOcuv+o+ycnWLLSESsJb7vUwt9ssLYgtU45wUvfTlf+sw/88H/90GklKRpyp49u5FS0Ao9nn7zFpaXe+zb0bTFugiEsF6xgeChMRotJJHv8pxv2UaWF/i+i9aapU7CSjthtOHSakRs27aVV73q1fz4j/0oH/nox9iz53UXnLFWeGRRcV3FdRXXVdgMqLiu4rqK6y4sPKiaMSHELuAG4PPA9DpDPI4Nd4M16EPrPna4fO2cRnumLifrvSdxnNBut5FSMjY2VnbT0Wc+Xmvb4UVbs1SOKm14zYABZHm8jWgLlOPQbrep1cpOOAJuv+MOmiMjXH7F5Xz+tnnuuTWlv1rw1Ju34wjB9VdOsWN7E+k4NGs2L9mURNDtxswfgu6SJr9G4wUuL3jBC3jrW9/Kn/35n/OW//pbxP0+/+N/vJN9N34rRrloYwsexyKPXWO1oWdj33jASOiiBEzWFJdPRsw0fShyhHKI05ytLZ/d+0ZQUqEkCGNF/2abPqP1gP2LPVbjDGMg1wbfkeRG0EkKJusBI5GHEsKGlrWh2+vxpS9/mY989ON8/GMf49avfYVet4vvB1xx5ZW8/gd/kKc+9alccfllBLUaxmgWezl4IZfu3sYl2uY/97KCbqoZGxnhvvk2iyeOceeJFe44scqe0YBGs4krBdJx0QZMkXPZnm287OUv433vfR/1eh3lKK65+io7TwJ2b2nAloadv9IbZsr/a/czTix1CQOXmbE6npSEviT0XYwx7D/W5hOfOEmvqwlrGc/8li1sm25w880302i2+Lu/+7+8+lX/3q6DC7jgs8Ijh0eS686EiusqrtuMXHemOqAKjy4qrqu4ruK6bz7OezMmhKgD7wXeYIxZXb9xMsYYIcSDYlUhxOuB1wPs2LHjrMdpo+n3+3S7PZRSZHkBGGTpCSm/yx5bdsUpr8kacZlLLAQMxn/QaWc9jLFK6N1ulzTN8H0PYwydbpcD+w/wiU/9CyNbrgaRcnw+I81yPNdBKclYK8IRa9chEGij8QOP2pigFQmcUihv65ZZXv3qV/Pxj32MTrfL7Xfcwf5Dh3ncq2/khE2NxnMkk3Ur4tcMHHZP1GjVPBxhPT6t0CXyFGkBomxr2s8NNU/hOhIhJI5geMNXzTYQQtBLC+KsICs0ubaig50kpxU4bG/5zDY8BAatIU5ifu8P3sZb3vybxP0eI2PjXHHlVTzlKU/hO77jO9h7xVWEtSa+qxCOpJcZ5toxXz/WYbGX0ctsC9S8sF4NMCAUW0Yb7J5osLef8fkDi3z95AL1xT7d8VWarRFa9RppELCcGJ71vBfTGpvi99/yG1x97XVMTkwAIIX1VJ3arlYg6PRjPv7pw5w4UhA1BN/2zFlmJxo2f7k89tDRFTqrGg10V13uOthm63ST7du2smPHdm758pc5ceIEe/bsfjBLusJFgorrKq6ruK7CZsAjynXnOK7iuorrKq7biPPajAkhXKzB/h9jzPvKl08MwtRCiFngZPn6EWD7uo9vK1/bAGPMnwB/AnDTTTed1eCLvGBuboFms0FRFDZEacAIq15eXt/gO4dh7WFhqLHeDK0N6+x2XeEoZaHhWqi72+3iug6333Enb/vDt5EkMdu2zHLZFdNocZw8sx6aQmv2n+iwvNhn17Ymo02rdzAw3VYj4N99+w48KfDKVqa+7/ED3//9fPRjH+fI0WN8+MMf5bLHPx1/dAaz1CPyFA1PsbXls3ci4ml7x6j5CokY6mgYY1ACXAp7v4Dr2NfQ5WJ2nKEnZyxyuHqmxsJKROgIDi0rjqz0S+FBwd6JOpdOBIyFtivRF7/0ZX7jN3+LT33in7js8sv5gde/nm952tOYnZ0FKZnvZhxaLSCOafgOjhL005wvH26zEucU2qANZEWBELZQdRBuBlBSsnUk4lsDj09Jwf7Dx+n1E0aWezTrNeKt04zVPLa2fKLWCHGS8i+f/hTzCwvUatHauixHWhuD0dYI7zva4/hBjdGSziLct7/HxGgNV8nh3DdCD2QPtMBITVhTaGOo1Wps27mHu+64g6PHjrNn927WccI3hHN5gM8VEa7w6KLiuorrKq77xvBguK7CNw+PONedYyNXcV3FdRXXbcT5dFMUwDuB240xv7Purb8Hvg94c/nfv1v3+o8KId6FLfBcOd+84vWpioObFNJ6I9I0HRqELHNhYX0nnTOLuQ1C2OW/Nr5+ShGplBLXden2egSBz6/92pt4wQuez759+7js0ksIPcVTrt5CpkFISbuf8vkvnGD5JBzYEvMdz95C5NuQrBACR0pGa36ZwYxVZAdmZ2e44Ybr+eQnP8U99+3nsqe/jOV+BsBYzaPpSXaNhWwfDcFocq1QFNx//wHe/Z73cfcdt6G1IS+ssF+92WJlaYksS7n62ut41jOfyRMefxP1eg0h7PjUA5eb902yZTzh6GrCJ+9dYKWfUncl125psHOijuM49Pt9fv3Xf4MP/uM/8tKXv5z/+ltvZnJqEqUU3Uxz38kOB5YSTnQS4tzgKwFCsNSJ6eZrBGiMoTCgGHhQbD630VjRQGOoeZIn7JrANyknF1cQusBF02m3ObDgIaWkNr0L1/Wo1SIrtHiK18yU3pn5dp+v3LbAkQMFRq/N8223rlKPBNdcPmkLSgXs29ViJUlZOLbK5FTENfsmEEohtKZZr1EUmsXFpaGH5mxr63yxYZ2x0XhP/f5qI/bNw6PFdUNuq7iu4rqK6yp8E/BoPtetR8V1FddtKq57EN93PpGxpwCvBr4mhLilfO3nscb6biHE64ADwMvK9/4R2/70HmwL1Nc+0AmMMaeFJmHtBsMgIElSoigc5hQPjHX9dww8IKcaoy4KsixDqjXhwOFEDMLe5bHKcei023z9thMcOXqUt77qexgZaWEDx+AqheOANtCNU7rLBozkxPGEj/7zUaanfS7b26JZ80+7RkrzVUry7G/9Vn73d3+XHZdfhzM2w1LfekdCRzHVCLnlvmMcWqjzwuu2Muu5YGBycpxXvOwl/M7vHmL/gYNMTUywuLTCseMnCcKQpYV5Pv/5L/C2P3gr+y69nJ/7uZ/hhS94Aa7r4EqYqPuMRh67R31WTsSc6Ep8JRiVDq6wnhilFFdccQW1Wo23vOW/MjU5gVKKwhjm2il3zfc5uhLTTmxXm0KviSZSjn03zUiyMu1ASoSUZRGsGFaRpjmkhYOjJJdunyH0XeLVJUIFoeeQa0M3LXBVQFhvsnV2mvpZcn2NgXsOLXDP7TE63/h+lsBtdy9zye4WtdAHIAo9nnrdVsy1s7ZItLx2bQSTE+MURc7Bgwce1rziwVrO85wsy5FS4HkeCM647k817gqPCh55rqPiuorrKq479dgKjzoeca47Gyquq7huM3LdA+F8uil+mrMH9b71DMcb4Ece1FWc45qFEIRhSKfbJTQBYL0m65XX1xd8rvc6rzfGLM9xjFpntIPc1I3ncpQtCv3c57/A1VdeSVRv8C+3HCNL4Ek3zlAPXEAgjKHTjsny8ryF5PCBlCOHUoQ03HjN7IZc43W+G4QQ7Nmzh7vvvpsbn/c9LMZWHE8AvazgX+8+hKIg8DyOLnZoehLpONRqDaIo4i1veQtKgqMURdmW1HamSbjn3vv5tTe+kX/8x3/gT/74HTzvuc/Fcx2bXK01vX7Kv35ujt6BmJoW0IFbFk8yf9ThW5+yg8j3+eVf+kW01kRROMzjzTWs9jNOtlOW+wUGCIzACew1xLmmmxYs9WLmFldIex3AoFwPz7XG6bgeyhQUue2M5Po+9ShiqhFw6dYpOiN1sjynFoWEnl2aKRIvCNmxY4cNjZ/hQVYIwUQrJIwSkr6hKFjzokgIIzH0XgnEsEuP9e+UXhIMQkAtCtFa02mvnvFcDxbrf0C01qyutmm3O0RRyOjoqNXNOOMHv6HTVngIeDS47lzrqeK6ius2G9ddiIX0mwGPynPdOVBxXcV1m43rHggPqpviIwVxyrLe8LoQBIFvdSSKAtdZu+T1A7I+pL3ekzJY0LooMKXOxCAEOvj+9d8nhMB1HU4uLDG7bTvdfsrdd/UwqeKKyxLqgW2h2Uty7rqnC8XpHhLfV7YQ9SwTLhCMjo2yfcdOZi69hoMFKClIkoQTJ+cQSrFzywyJkXz1WIdOoUDAeM1jS9NnNFQoJWyOtVQoad+v1epcfdUVvO3tb+Nd734m1159Na7rDO+tyHO++LV59t8fs+FnMFcsLqTE/Zi671GLog0LdrCgDQLPkZjy+8KaQ6E1Jzp9jnVS0sIqxcftDlmSkuUFij6OAM9zqAU+vu8ijCY3AtVPWVpps7igGKlHjDUbjDQiHGm9LWmWIwtDr98nCHxSI4YLdmOI2bB76xgT/65GL8np9XJW2pputw8u7Nk+QuC7w/s5tTh0AF1oVtodlFJs2bqNhyux2GCGBjs3P48uCmq1CCnPve4rbB5UXFdx3WbjulOjHRU2Byquq7hus3Hd+eCC2IwNsN6A1huh67p4rkuaJERRZA2wNMj1nXYGn5NSDgMLA48J2FBiURQbzrXe8IuiQEqJ4zjoIicrNJ7nMDHrItOCWugOP7vS6TO/FGOH0ObOer7gkktrXLp7jLLZ6mkP1cYYEHaBPO3Z38HM7FZW5/vsP36Sg4eOIJXDnj27cRwb0l1MBCtHVvEcSaAE4zWfHSM+SaHpZ5oit6HRpu+we7LOllbA1PQ0P/GjP2zJizLPtyj4q79+NydWm9Scyzfcf553+Pt3/xG7Z1/D05/65NM2xwZwpeCSyYjIFXzm/iUOLcc4UtBPrOdEG1v4qvOcxEgybVMHMl0ggRRDt8jwM4PE4ClhiUBr2u2MpeVlVho1tszOMtGMkFKR5hrHgSzLOXxykXtPtLl8pobrOMP7GsyHoxSjzZBRbHg7L9eOLOfh1LzyU+fEGMPC4hKf/tSn2b5jJzff/CQGQeiHYlgbUiq0YXW1zeLiEmma4nseruue+/NVaOyixdkeSiuuq7huM3Jdhc2Diusqrqu47sy4oDZjZ4OUkjAMOXnyJGNjY6CUNdZTcojP5GVbXxhoSiO3x9lFM3hvEBI3xuC6LlOT49zypS8ReQ7Pe9oujDH4njP8vrFmxBWX1jkxrwl8h5lJj62TNcZHQxs6Pcc8G2O4+557ueZxj6cW+iTpMkePHAOhuGTPTsZbdTAFKGu4AGmuyXJBJ+1zz3yHJI7p54aRms9Y5NMMNbnoUXcFI5EP68L9AoGUisffdCN/8PY/JaifZOe2G3HcgIXlw3z6n97BjTfs49qrrrTjtM67ZIxBlhRU9xW7x0PivGCyERC4kpVOn7ovOd7J0FozWfO5/8Qi88KGivM0RacZhVBgBDozSNehn2k8CUVukIUhVgYh+qjFZSLfZcxVaEAj2LJ9J8urXXoFpBqUscbkrAtRg7EhewRSMDTW8p3hdJwr4rS8usrhw4f5uZ/9Gfbs3vWQjHUwv8O/Y+jHMZ1OhyzPaDaaw85BxpzqCTr98xUuPpwrTaLiuorrNhPXVdi8qLiu4rqK69bwmNiMZVlOlmWkaWpzhB1nTZX9lDA2rGuJWXpXBsWGuvSerGHNcGGjge/dtZP3vfd9ZFm2JhIn7DIwGELP4QnXbiXLNUIKHCGQUgxzcc+FPC/433/xF0zsuYobd91AuxeTG9izcxszYyMoIZDlojfGkGQFWZrQTzKW+hlZlqHzDIRgqdEg3DpOTRvSNKefJDRD77RwupRwxeWX8eY3/SJ/+3cf4C//6r/Q7WuW5g/x+h94Ha99zfeeUQxvOL7leLmO4vLZFpfP2JSAJB9hpZ+yElvSa/dT7jrZ4t+OtFnspqS5phOn9LOcrLB5xUbalqNJHCO0ITOSojAs5grdzYg6KfXAI/QUnuOwbess9919Nysrq9xa5Fw226QROLCOWE677g0h643zezZkaUqeZ9Si0OaufwPPDYMQdpIkLC+vkGU5jXqD8fFR+nGCwXr0lO/Z49cb74BpKmw6VFxXcd2m4roKmxYV11Vcd7Fz3YPBY2Iz1u/3WVpaotPpkCYpnucNw9LrMQzRDr0ka+Ft+8a6IlD7AmeaGSEEe/buY3FhnhMnT7Jn967TDhuQROCd2UjPtEAG13Ty5EmOnjjJt/2Hn+LQQpsTKx3Gp6eZHh+l4SuS3LYN7acFcwsL3HdsAV0U1GsBoSNRUqKUwnNdWr4kdKT12kiFclxMabDrQ9bWiyJpNhu88uXfzc1Pejy/+Eu/wmu+9w286pUvx/c9lDpz0eGpoX9XgjH2NdeX1L2A2aYtnkVEPG7HCM+5MuWOE10OL8coKQgcwXjdw2jDPfNdvnJwgdtPrLLcSzGFDYcHUUCt0aDmKTwlGK95jPmSZj1CexG3nIyZSSRjjaA02rOP9UNBURQYrUkH1bsPAeuLi/txzOpKmyxLqdWiYWFnoQ1ZlpHlOZ7nrv0YDDwvpoqOXazY4F07w0NpxXUV120Wrqs2ZJsbFddVXHexcx2c/97vMbEZ83yPJE1pd7ssryzTbDUpSu8JnPnBdbCzLv9hj1v//lnONfiRGB1poaTklltuYdfOnSi15pE4tUD0TOc+GwoMd917P1feeDOr+Nx+zz0ksWZmdgt13yHJNUu9hE5acHKpzeEDB8jzFOW4jLdq7JgeI/IckArPcxkJfZqBw3jdY/eYbXE6OP16z9J6w/V9jz27d3Pzk57I6tIiruvaYlHWUqjOdg9ywwob5gMgxcYs3JmGz2TNo5cbW6CrJDXXEtzNu0d50bWz3DfX5mvH2ghjOL7c5YsHl9jWCrhsuslI6DJec5ltuMydOM7E7svpxDmmCaGrzsa33xDifp88z4nTbPja+Ya0169BbTRxnNBpd8jznCAMGRkZGRbduo6y3posIy+8DcXLAIUuSg2PChcbtDHnfBCtuK7ius3EdRU2Lyquq7juoue6B/EYd8Ezo0Dgex4T4+OcnJ9nbn6B7du2IdgYft7wmfLfA4/AIHfYrGuV+kAIgoCrr7mGD3zgH3jB85+PcxbvwvrznVc0QxvuveduZvZdzdfuP8bhxS6TW7cxGnmsxBndJKOXFSS5JjfgRjX8TLJ3x1aeccVWdk22yAqNrwQjoUMr8mgGDp5jjUIJbM71WYxuEJZfXFzkIx/5CIsL89x4003c/KQnWuNVZw/HbyDCU+5blu1JB4tPIFASGp7AGIlYlwqgJLQCh+u3trhu2yhCQD8t+NrhRQ4spWjp4CrJaKBYWlzgC5//As/54V+iVQvYO+YzXvdAPrAxrfeiPfDB0O/3EECjUWdQJHs+GHpNyhB2rx/T7XbJsowwDGg0GtZTUkIpm6NeFAVJnODU1JCAjIE4SYfevgoXF4zW5HmO67qnRQgqrqu4brNw3UOt26hwcaDiuorrNgXXPQimu+A3YwBSSMbGxqhHEYvLK8RxjOt5a56R8oFmw4PNuveKPB/+fW2AN27A13tbBh19nvyUp/B7v/M7HDhwkN27duI4zjkXwLneM8YMJ3VhuUPz6sdxzy1HWCWgriXHVmNaoUuuDdqAIwWzI3W2tkKmIsUT9k7zxF2jjIQOAtsyVZVheSnAICig/KE787UNriFJUn7/rX/AzU95Kvffew+v+p7v4btf+lL+v5/6z2zduuVB3+P6h0nEOmOhTBsQG1sWWA8NCEdRlBMR+taIm7WUw8sJWV5w31LCwr3349aa6NYsJ9sJSdGwc3cOD4oxp/QiPAPRnAlJkvC4m27iu1/8XQ/oJVt/ruHftaHX69Pr9cjSlCAIqNdruK6zgUCEAN/3KYqCLM9JkgTfDxACmz+fpg943gqPXfT7MVIqlJKnUXXFdRXXbRauq7C5UXFdxXUXP9f5D3iuAS6YzdjZFsPgZn3fZ3R0lONz88wvLDA7Ozv0iKz/rBACWXo7dFFs6KazXkRQrPv/AQbrYHDex990E0IpXvv9r+cPfu93uP76a8+6zz2b92TjfQm0sW1VF1LJQidFBiFZrhmNPLQ2thuNEkzWA7a2QvZMRFy3pcFMw8NzZHl98oxXcaqP50xjqrXmk5/6NAtLy/zmT/1nXMfhf7zzT/mjt7+dpz3tabzkxS864308GKyfN8FG34BAoNZdllyzZFTgsa1lP3HPfI84zbn/3rvZ+oTncCh2UFmHmq/YMR6xZyw8zUu03pNhYPhHYMPw5zRBAUmSsnf3blrN5oO63wEZ9/uxNdgsJ4wioii0auys/WAM5sRxFMpxyLOMJEmHPwhJktj7qJ5WLloUWhMnMVEYDae54rqK6zYT10lnrZ14hc2Fiusqrts0XKfUafN3Nlwwm7EHgpSCyYkJvn7nXZw4OcfszMzQCDcsTmFVuQcmtL7wboCBNvdpfpRTajlmZ6b5iTf8J377v70F1zuzfsDG713zHJzpfTAUWc7RI0c4zDGyQjMa+cy2Quq+y8lOn6bvMt0IuGamxr7xkD3TTeqetNdaPqQP17k4/TwP9OMmheTJNz+JJzzhJuq1GkIIfvRH/iMvefGLmZqceNh+HM8W4t9g0Kddv6AZemwTkgNLMQLN0aU2ydar6cUZrpTct9Dj6ErM3rHwjOctjKEwBqMNCGz3IXnm+Tj1XuMkKQ3+gdMSTm3EEMdJGcLOCcKAIPBxyla99hgwRg+mEADXcSjy3IbAe/1hiBsYKstXuLgghABjSJMUJRVhEJx2TMV1Fddd7FzXqKuzNhaosHlQcV3FdRc71zlan9eG7DGzGROIMjToMb+0TLfbPS28LEqDRYgNnXcG7w3CnOIckzJom2qMwXEcnvykx/OxGx5HvV4HTjVS+/8GSu9HgTEQegq1ToW70Jp2qhEY8jTj6LHjMNGlFnpsGW0w3Qg42YkZDT3GQ8W+iRrXbGmydyJESoUQoM4Wp153f+c1jkJYPYR1fOV5kh07tjHIp304vZXnCn+fisIYFJDlBUWhyTsrnFxcQY/XKbTBGE3Dd9ClQcLG+SiMoZ/lHFiK2b/QR0nB5VMRW1ohWpghKStRjuUpy2B5ZZVur39Wb9ip5wOG6QHtTocszQjCAM/zUFLZ68Sq3BeFtuKTSlkiEXYcXM8jS1OyLBuOjes9+LaoFR4bEMIWW+d5TpamZ9yMVVxXcd3FznWF1tVmrELFdRXXXdxcVwqSXxSbsfU7ccdx2LF1lrm5Ofr9Pq1Wa0NeMWJtwQ3C0oN/D0QBBWdfNKd6XYQQ1Ot1JibGh11pADSm3AkLq1BuDAcWetx7soPnKPZM1gk9idaGTBvumetyz3yfOEmZCAwn5hcYL3KCaISpRkAcx8zWXaaaEVLARN1jS8vHLSf4XOPyYMfSjsHpBHAhpIs4UqC1oZ0UZNpw71f/jbg+Ta58jDHsHg24YdsI03XnNNrVGJb6GZ+8e4EvH1pkKdHUPcVKr8X2sZTVXkJSwGjN48rpGiORh3PKLZ84OUej0eBs7HiawRpDnCQsLS+TpbaoMwgCHKU25LEXpTaK1hppDErK4fXLdQ/nQNkBSZ7jZ6XCYxkGcByHYl2qzQAV11Vctxm4rigK61KusGlRcV3FdZuC6/L8vJ/lLvjN2HpIKdm3Zzee62KMNcSh1gRrhiqlpFhneOtD2qcEsDdg8PpgwLXWSCHZMjM9bF8J1ri1PZClXsZ9Cz1uObzKfCchcBWHV1MavtUdOLjc59hyj25mQ5m+0JxcajMtDZdtHWOmEWCyhK3jDQptcCREjsDoAsTDn1d/IRjnWWEg04a5bgZ5ym133YXZ/QzrWRGC3ZMtdo2FTNQDhAEjBokJhsLAsdWEY+2UXg7dtKCfab5waIWvHGvjK0ngOUzHBZ4UXL9NoRy1IfUg7nV53vOed87OQ/Yy7XqKk5iFhUUAavUavudZgzSGfJ0RDtbSIBdeF4X1pkhpvS1KlbViDAs+H0yHqAqPHRhjhg+kRX66ps4AFdd946i47sLkuna7jW40HvYhrfDYRMV13zgqrrtAuS5OTnO6ng2Pqc2YEIIgCIiiiCIvyPMCz5NDLwqAWw5cfJYBONOStUZaRngFYMywdkcISw6sW+wSW6DYzTRf2r/IFw6vcrydUmir2h7nGk9JuknO8XZMJ80xBjwl8FzYc+nlXLVjmubsCI4U1IKIJCvQRmOQ68oUNxeEgE6Ss9LPWTl2gNVgitQJyzA03HmyTeAIFrsx37J7hPF6gJBi6GVypaDhK+q+w3Kck2vDQjfFLQ22qW3r1W6myQuD56wnaisOeMmll55GbKfmjxtt6PZ6rK6uYoyhXq/jB/5wyorC6oQNUiPWG6wpPSkDQ86ybLj+tNbkZ4iYVLiIYAxxHAOQF2cXoay47uJGxXUVx1WwqLju4sam5jrMRbgZEyCMQClFFIYsLS2TJDG+7w0HWSmF6zo2RJhaT8pggIZfc0ou8sCrcqpnZc3rAvMLi3juWqHnYNd+sp1w53yP+W7GapwReQpXKtLCkBUFaaHRQK5NabSSQih832cigOnRkDjTdJKMotAYwHcdxms+oecOCzsvdqwf69W4ICs0X/ra10lHtw/Fj3NtOLjc5Xg75jP3K249usrrnryTLQ2PQiqkgC2tgBu3N4k8B4NgqZ8Sp4X9fqORRhMoQc2xhcPraVEIuPzKK2k1m0ghT7s2sAZbFJpOp0O73Qag1WoRBL4NV5dkX2g97PhkyhsbrLVBepqUEiHE0GiFsNeUZ9mF7eWq8A3BAHmZRy7EWTx1FdddtKi4zmyGaa5wvqi47qJFxXWl0PZ5jtdjZjM2MBQhBGEY2nzOPB/mHCMEruOgBuFtsTEveeAROdM3gxl8O8LY/w7Sb5M05eTJkxtCnAbQBtKsIHQdxmsekSsZr/nk2tAMbO6r0QWR53CikxBnBQ1PMVbzmMeQnDzAtU9+HPcvZaRaI7C5tXvHQ3aPhzibrG7IYMgKzWI3pd1POLawgtx+Kb6UxEUZBjYQ5wVxXvDZg8vMtkKevneMXZN1XAmhK9k+FtFNDcfbCVlhDTbyPUJl2NKK2DVRY9dErQxlrzu/MWzbtg3XdU8rIh2IHiZpwupqm34/xnUdRkZaBEFQPljbdbQ+FWK9R2TwelFe0yDtYnDcIA8+Kzdj5yo2rfAYhjFDova8M2uQVFx3caPiOoGQ504ZqrA5UHHdxY2K686/ccpjZjO2HraYziFJYvI8x/d9pJT4vocUkizP0Xpt4IrBThbA2JqNwSAOij/X2qJao1TlA3GeZayurpCm2borsN69ibrH5dN1ZlsBviNJck2aF4xHLlPNgPluxkI3ZXs/oDAgTUHNlTSe+Hje9c638+xnPo2aP0bdc0iUZFvT57KpiMh3Nmg2XKw4Nde7Eyd04oyDBw7gjszgBxFJktkC0NKAdDmR7STna8c6TDQCUiNoBQ6uhBOdjHaSU/MUoesihGK64fHkXSPsnapR99Sw687ghwAswa+2O0NvxvAaMehC0+l2OXrsGJ7r0Wo1abWaOMoZftYYYz0nxgxzh9eMfq0GbFhwLARZljNoi1oUBQYz/M7B/Va4uKCNIU2z895sV1x3caDiunVcp6tU7Aqno+K6iwMV161/rssvwjTFEgKB4yg836PTaQ+777iuM2yVu75bkx1Mgyj/LaQa7laNMWgz6MRjv91gc4eBcodbsLiwSLfXZ2LDdcBo6HLTjlZ5Hs1KP0cDzdAjcARbRjRJbsX+jDakeYHvOeS7v4P/+7/fydve/sd8+2t/EimswV4yFVEPBh1lzj+8+VjGwGzzQtPtpxxdibntttsY230dq12rWi8EOEIOPU2ekjhScsfJVQ4sdfEdxZgPU42QiWbEWOiyGudIKWgGDltaAeN1j8CRFNoQ5zmmKHBcByklSgikMHQ6ndO8GFprlldXOXTwEEEYMDU1SRSGSCU3GL0p6yDW/7GvlzUSgDAarQc/FjavWJWaFXFi64jwbFqG0YYKFyHKB4UkTZDy3BZecd3FhYrr1riuivxXWI+K6y4uVFxnuS6Jz5/rHnObMbA71igMOZnn9Pt9q3q9TrNECDHMyR3u0oU1AmM0oIYdzYaFfuv+RmnUUkocxzktHC4QaMBICKQovS8Kz11rzakE1DxF3ZMIA1pArh2kAC1qvPFNb+LXf+O3mDu8n9aWXTQDh/HIhaEK+5pvYTCZF2MtUTkrxLnmWNew/8B+4iSlEUSMkxO6tp1oK3DppDmZLkPLuaaf5cR5gUBwvG24fb5PM+iwcywidG1qQ8tXHFmOcZWgE+cs9G0hqQ09Q+gqxiKHLU2fNInxSxFIU4am+3HM0SNHGB0dYWZmeqi8vpFSxbCwc5BTPIAp0yOM1gyW5cC7N+gYlSQJulxfSRITRtFmSCnftMgLqzHmn4eeXMV1Fw8qrlvjumozVuFUVFx38aDiOst1xYPgusfmZgzbfQchiJOELMutUOC6gRws8KIcwDMVccKaaawv+zOsGezExCQveNGL7JHrYq+y/Nb1me9CCAaNLwUCJWz4tcCQpAVznYQsN7iuYmLnZTz1Wd/G7//8j/DKH/xJrnn+c8m1QRhNHMcEgU/gKBsKLU8rzcVnuBrr4VropMytdLjtMx+nsedxJLlmeyvk+m0t9k1GxJnmw7ef4OhqzHKc08+sZgWAFGuif/0s586TbZQUGAORq5hphvRzzf3zXXqZNZalXkqSZbRCny2tgLmWT4pLFIVDg+10uiwtLbFt+zaajcbQyMSQVgdrxqB1MQxjD7BWwGpKg7WFysbYnHilFEmagADHde2PgdHkWb4pCnw3K/I8RzmOzWN/AFRcd/Gg4ro1rhvWAFWoUKLiuosHFdcNuM47b3H7x9RmbH1jA9d1cByHNE2J45gwDIbvKymh3NEO7HNonOXADb+TtfftvwWOXDum2+1y+223kSbJ8OCB4cjTdrxWaZwyLz430IkzluOCrx/rcGw1ppsWRJ5iPPK44unPZ+8Xv8hv/8IbmDt4Dy987Y+wrRWgdUGzEEw17T1djD9bQ+I0hsVexr0Lfb561/0sLi4yfe0EcZozWXOZqLnsGvW5dyFmthXRSXJWk4LCGFwl0cYWiDpSoKRACqtpkRe2eLKtDWGcstjzcKVgpZ8QF4aFboISgpU4t2Osc+I4QSqrBD83N0eapszOztgfBLGxL86g+DPLc5I0Jc9y2yVPG6RYK+y0OdH2s2tdoDSOo8iybKhLEYYhAkGv37OtcCvP8UWJwbx6rjfUlDsTKq67eFBx3Rm4rtqMVShRcd3Fg4rrTuG6ILh4G3gMDFNKieu6JHFMr9djdHTE7nxZV3CnNQNzFes+f6bBGRg02JodhGBpeZlDhw7TXl1hdnZ2eOzZHpSNMWSF4Vg7Za6dsNjPibOCg0t9vnJkmdVujzhOMAg8JQhdyegzXs31hHz8Ix9i25Oey+Et25hu+NR6BZkRjEQuoatQgjIcf/q5L3SvylnHC4jTgqPLMYcX29x7+61kjSlWCoXE0Ms0R1cShBD04pS6r7h0psVI1KeX2lS+ONfsX+yRFRolJbnWyFyTFOWGRghkScRZnrMcZ/QzTZZrjBL0MsFynBGR4lIw6GiYJAn1ev2sBlsUBVmek6YZeZYNQ9gCQ16UOdGA0XZNOmqtuFhKSaE1WZ5bgUDXteFsrQmDkDRNh7nxFS4+uI6L73t2ns+BiusqrrsYuU6XXFehwgAV11Vcd7Fy3fk2Y3vMbcYGUEoR+D7tdpter0dRFDhqLQ84L3enAINmouvzhQc7V2BDC0qlFGmasrq6Srvdpt3pkGfZUKm9GAYxS/LADMXpcgOHV2K+eGiVw0t9VuKUXMO9R+e479gCcZojdF5qF1gr9ByX2eu/gzEn4FPv/2ue8oJ/D3qSwPc4vBxTDzy2tjy2jISMhA5OGaYdenEYhEsvcMMtR82A7UCEIdNwaCXh9pNd5heWuPXznyR68ktppwVNX5Ab6+EIexnaCALXCv9N1z0cKXGkoJ8XXDKVcMvhZZb7GUpb85JSoLUh8hSzrZDAkSylaw8AjpIIUVK6MfR7Xeplm1vf99iyZZZjx47TbDZsi91192FF/XKyPCfPMqvKPvCYlEKARhtE2aBhQLZaG1RpvEmS2pQHJRFC4rsK13Xp9Xobzlfh4oPneyRJwratW8/r+IrrKq67mLjOdZVNR6tQ4RRUXFdx3UXFdb5LeJ5c95h96hNCDIvu+nFMUWgctVZENxQFLHfRBpClUQ70K9YXUAphFbXjOGF5eZlevwfY+g7X87HFfHYCktwqsrvC5sXGBtr9lP3zXW45uMAtxzos9AtyDe04ZWF+ibTfQxQJw8C6UBghSdOCQws59d03s3znx/nr3/5FXvZDP8W+K69mKc450c04tNRlrNbjipk6+yYiAseG2i80Mz1XQaoxUBhNbgTtfkq3n7CcwP6lmMOLPW7/zMfJvTpFfRxdhqIDxxpmru2YrW8+lxWaTNs5na77XLelxR0n2yz3MzxlDTfyHPZN1IhchQaUDDDIkkxtOFpJgaMkrCwSeE5ZqyVwHId6vUa73WF0dMTeQ2mwaZqRZtkGgy0KjdYFxpTdd4xGazHsmFcU4LouUkr6/RhtNEopfN8jjhO2b9uKkIKDBw9ZrYwLnIQrPDRIKcnSlImJCcIwPK/PVFxXcd1Fx3UVv1U4Ayquq7juouK6rVsu3jTF9fA8bxh+zPMc3/OGHpRBt51BIwRZek9c18XzXHSiN+hS5HlOkqTESUyv10Uqxfj4OItLK7S7Pe659z4uv/IK2knBlw+3MUZz6VSdhW7KXceW+OiX7ubgSsJKL7OhVG3Q2G4sRmukzhBGY8pFMYAWCo0id3xGbnwuJ9/zu/z5r/8Uv/y7f8zo2DaOdDLaqSHXCUmu6SYFl0+FOI5CGkPgOUjEOQ3mkcawoLG8s0FbWcN6vSxDnBv2L/a5e65Lkub0c8NiN+XIrV/gK5/8EMEzX0suFH55D44UnOwknOymTNY8RiKXwgDGdumRQtDwrUr7SORx/dZRinK8XUdiELTjjMARtEKPONcoIYhcSZzl5IXBcRTTkUKcmKc1MUJhbH64RNBoNDl+/Di1WoTneRs9J3k+VF0Hm0teFBrK9VRo2w1Ia2EJ3rHtVtPUrlUpJUEY0O/32bJlZpjLPjs7w+HDR6qaiosYURTRajYf1Gcqrqu47mLjugoVzoSK6yqu24xc95jcjA26okgpEULYPM8sG74+WESDMPMgTK0cWxya5wVZmpWelwJd6DJX1O6KPc9jZmaGqalJ7rjzbr74hc/x4z/xBv7sr97N548mfO3oKq4j+drRNnceOsE9Bw9zsp1RiLI7mjEIYZewQYDRaBmgpUYYAI0RCkTpCZGSTBsWdMDs817Pnf/nzfzRW97Et7/+Zxmd2YZbehHSwjDfzbhnzhJCK3DYOSbwlUILu9D4JhmvATJjUBiMEEgDq/2Upb7VhfAUHF9NuXchZrmXorUhLgwnjhzgc//wLsTUbsTIjPW0aE2SF9y70MGREs+R9BKfut8icAW5BlcYjJSUjhC0AUcJ6qV3KdOGOM1Ljwbk2uA7iqm6R813yAoNusB3HS6bqnHgiMFzFa5cK6x1HMXo6AiLi0tMTk7YdTPwnJT5xANPna2DsHnEurAeFNsJSCGFtBGRLCPLMptP7Hv0ez0mJycIgmAY7nddl5mZ6WGr+woXF4wxTE1NDlMdHvD4iusqrrsIuW5zqC1VeDCouK7iuouT684Pj8nN2LAFpTEkSTL0gAgEsgxLy1MiC0Wh6fZWOdHvk6bpMB93oFMxWOS+77N9+3aaTdvyUkpLCo7nc+vRVb58JKGb5uQ9wyeOzHH8+Lw1UqMBDUKClAilcIIAozU6yzDGoEyBcVwQAsfzUK5LkWZIKZCuQ2FgiQYzz/kB7vnwOzn66z/NM17yfTzrOd9BnGrSoqCT5BwqNK6S+EqQaYOrDJS5ygOcqxvfw2nQ68+jjSHJChwl6acF+xdjFroplrygkxasxBlpoSkMdJfm+dxf/QHdTofxpz+HwnHtLQhBO8lZ6qc4UhK5Ck9aKb7IkRRSkxsXbayxpnkBZTFnUV5PkuXkeWENuiz+FUIw3fTxBNR8hUYw2/TZ2nDZ/+kM3/c3GI5A4PsBy8sr1lgLTZplQ80JrbX1mmDzhvMiH+YXD8bZcz1c17ECgGmK1prA90mThJGRERqNxnA+BHYOwzA8r7bnFR578DzvNG46Fyquq7juYuS6ChVORcV1FddddFx39uk6DY/JzRgAArIsI00z4iSh3+9jMGR5NtzVGmNIs4wszdC6oN3pkCaJzTOWEilsDqnjOLiex0irxdjoKK639iCsHJsPGozN8uUTMUZrFrsph5a7xFrgBAFFmmIKF+l6eFGIcl2rJu8olBB4riJyFC1P0M0NWZqSCpd+ViCi0IZgjWFleZWsH2PCSUaf/f10P/9e3vv7v4KzeB8vefUPcCxz6SUZaSaoBR5xbrj7RJephgdaM9nwh2FRIeWwwNWUi9uRa2R3voa7wSjtsA8X9iB8bTDEWcHR1YT5ToamVDjvFyx0U7SxOdiUr7uOor28wgff/WfMHT3MZc9/Hasj01aPgzI/HEOuDZkuUEKwFGccXOqx2neYbAQ0A4c41+Ta4ClBVt6j1pDlBXlujdQRNjxttEEoqPsOW1sBO0Z8hLCGZYqCQmu2b1trqDBsp6skURSxutq2rcjNoKDTlEZrI1iFLjYUfEop8T3Ppk5oTZKkaKPxXJcsy2g2m8Oc5eFYr7Ncqao0xYsS4iH8aFZcV3HdRcZ1FSqcERXXVVy3SbnuATdjQogA+CTgl8e/xxjzK0KI3cC7gHHgi8CrjTGpEMIH/hdwI7AAvNwYs/8hXd0DIMsy0iyln6SsrKwwMz1Nvx8P84TTLB3mGee51R0IwxDlOCiliMKQsPwTBD6O4yDFxofgfq9rd72tcXqpJsk1J9p9u8CkJGg2yNOUPI6p1eu0GhF+WaDoKcme8Rqeo0hygyMFnSSjnxXk2rDUS2nHGbow9OOEtNtF6BRpNDocofb019Dc91Xe+9fv4tYv/Rvf9f0/wfQl15ILRb80kizLObTURwiYbaYo5eBIiHwHX1rjTTPb6WfbSIDvWXHhB5OLvH6ToLFdc4QAYWz3nDg3HFrqc/dcj4VOguu61H1lW40WmjRN0ULhORLfdTi63OEz//i3HPzSJ7nmed9L69IbmV+Kh4W0UhiUsEKLxhg6aUY/L1jsJUSOw/aRgG+/fJotrYA408S5pp0W9NOCvChsdxsJjuOgCo2nJIGrGAkdZuoOrUDhqDXPWaEFh4+eoNlqnXE8wjBgcXERx7GekDzPbfpE6S0pdEGWpnaNlSkWrusSBAFaW5HBfr9HVKuRpCnjY6OMjY2d1lp1gLO9XuGRxaPBdYK1uX0wm7KK6yquu5i4roqQfXNRPddVXFdx3aPAdQ+C5s4nMpYAzzLGdIQQLvBpIcT/A/4T8LvGmHcJIf478Drgj8r/Lhlj9gkhXgH8FvDy87+kBwtBnGZ0ul2WlpfpdrsUZa5wXuQ4ShFGEVEU4fsejmO9G9aDIq2nGrEhj30wccYY0riPLgqatYjJus/B5R6OkqjcLgYhFIXrQC2i7jmMRh6esu06t4+EjNV8+nHKioZertEIHEdh8oLQVfSynF43obO0jCwSrFkYQGG8GuNP+k627dnHv/3l7/FrP/Yabnry03nqd76Uq665hlyOsZoU5P3MFjVmMOYl5ELZBWkK6r6D7zrkec503cX3zp7+dq4Q+KBwNi2sGF8/s0ZiioK5bs7+pZh2UiDLQkopbGhZA7GG3Ggbzu6usLK4wMryIpc999Vsf8KzaefQ8J2hp0UIQa41FIAxNo9XOeSFoEPGapIxWXOJvEniTOM7kjQrSLMcIwSuoxDGoKSg5nmEDmxpBYxHDi1fEgYOUohBGjZaa+ZPHsdRp5uDbZurhjnsA6MdhLNtwWduw9xao4yx6y0MKYqCldVVut0utShCa83Y2CijoxsN9lSiONc8VHhE8ahw3UN/EK24ruK6i4vrKnzTUD3XVVxXcd0jzXUP4lnuATdjxs5kp/ynW/4xwLOAf1++/ufAf8Ea7QvLvwO8B/hDIYQwj8AT5ujoCONjo/TimDiOOTk3Z9tMCkm9XqNWqxFF4QY9gQ31OetwtkhEEEYIKWmYHtfM1vFchaMcFnspI6FL4CrmOzZEXvcd9k3UyfOMwgg0guOrCVlhu7BkGgQarQ1JXpBrzdJKl+7qKuQJwmSAwAhpDS4K2DU1Qjr2eJ7wQ7/BkU++ly987qN8+uMfYmbLVp76nBdw83NfghyZpTA2FFwPfRCCJMsRuWYiFDieQ7tbnKZfdbYfRj0sOzRDvYvCwNHVhK8dbdOPUxzXJS00rgQpJEmuCTwHbWA1KeglMatxxmo/pV9AN8not1eZO36YeO4w01c/ifq2S0iMwJOwbSQiKzSybEl6aLFLkmtyIVCuzccGMEVBnBd84t557pzr4TuSibrPdCO0oWYMNd+hFTjk2qCzAk8pAlcxVvPwXbmWd15+Z5bnLK+soM2ZhUiFEASB7ZAjpSTPi+GPQpZlFLntxANQr9VoNhqkWcbK8jLxOpHBVrPJxPgEUlaRrwsRFddVXFdxXcV1mwEV11VcV3HdhcV151UzJoRQ2JD1PuBtwL3AsjEmLw85DAwSM7cChwCMMbkQYgUb8p5/yFd5FtTrDfbs3k2n18f3PVzXZWRkhDAICEPbJvRcg3MuL50pF0BrdAzXdTl57AiXjLpkhQ21Tjd8puo+Y6HkeDsjLQyNwIoTxkKxmmg6SUYnLci0IS+Vw6WAlW6ffq9PJ0npLK9a/QUojdWAUNSigK2TTWq+y2jks330Snbv2snWG5/FwX/9KAf+7Z94z/98O1//+tf5vl95K2ONiN1jIbvGA9LCEEhDbuqM1jySTDNRc/FdOx7nvG9sx5p+mlMMOtpow6GlmH89sEgvLSgMZDphpZ/hmJzpVoRGEBcpcZqz3EuZ76VoA0oYlg7cRfeeL5IYRX1ihr3X3ITfGKGvJQKB49iC2mbgIQQkhWYk9IjzgiKzsXMpbO6wcByM1nTjnP1FFyUlx9oJ892M8chFYGhkLlluEAICR6KN4eBSTKBgtumjFbYzkLSOizzP6fb6aH3m3xWlrKDk4uIijUbTtkLNM7KyYBhs6DwMAhqNBr1+n+XlZfI8p9Fo4LkujUaDiYnxDQZ7tnmovMffPFRcV3FdxXWPHtdV+Oah4rqK6yquu3C47rw2Y8aYArheCDEC/C1w+UM62zoIIV4PvB5gx44dD+k7pBSMjY1y7VVXIoSg2WyglFrrqPON/hAYmJoYIwwCjh47Rs1X7BwLaXe7hFmP6dBjxMnwWy6dwip/dxOrAN9OMjppTpxpVjo9Tswt4CiBGzXQcZe816adFjjGLkotFWjrQWjVPBojIzTrtTKErMlyw5XbJoj19WTTlzH1lBcx/7V/wRuZ4sN3zxN5LrNNn5u21Ll0us6l0y3GQhclIFASw7mFhAeLT2vN/HKH+5Zy5nsZx9sJC52YTlKQaoNTdhYqEKS5ppvkHO+u4jkKWaqQZ6VWhJKgjMHJukxs2822y64jaLRAObjSkkemBf08BwSeWhNgbAYuuba53K6SKAFznYR+XlhNDyHIswzjuqwmGWIVssKG05eTgnaqcaQgcBReL2OhmzLfSRipeXgCRnyYHomYbASsttu0V1dwHbVWvVrCdnKy+cJp2cJ0UNRZFHauPc/D932iKKLb7bK8soIARkdGcFyXeq3G+PjYhrz16uHkwkTFdRXXVVxXcd1mwCPOdQ/xOyquq7huM3Ldg+qmaIxZFkL8E3AzMCKEcEovyjbgSHnYEWA7cFgI4QAtbMHnqd/1J8CfANx0000PKtRtczHX/j4+Prb2HgIjTs8TfkgQduBHxyc4fvQw/fYq3YVFFr/+FaQQeO4+muOjzC0nFLUppBCMhA5LvZTVOKOXFXTjhAOHjhD3Y5ASpxPjS4PJc4QGT2ocafOdHSfEcyTNRp1Go0nkOTZntlyMtx1vkxmJ77tkkzvZ9sxt5AiSAnrdlCOrfT577wlqyvDya6b4vmdcheOqchGe3zgYwHE9hCy4+2SbrxxbJSnzqCcjhwyJNgX1wGNqxGeuI1nopjjKakMoKVGeFeMTApq+4tsv+3aiwLfepCzHVRLHdVjpZyz1MtxEIEoPSVIUhI5CSZuf7Urb5jXOchsqjzO6WU6qNRRr99TNcrK2Ff+TQrDYTcm1Nfia5+ApyR0SfNdhpu4x2wyY7xZcMQtHDh6m12mfJtA36LyDgFqthqNsjjaCUtwvxPd9PNdDKUkcx3Q6HaSQjI1bz5vnutZgyxB6lbLz2EDFdRXXVVxXcd1mwCPGdVaU67xRcV3FdZuZ686nm+IkkJUGGwLfhi3e/Cfgu7Gdd74P+LvyI39f/vuz5fsffyTyiocDytnzhB+qwQ4v10AURezavZuVlVX+6V8+QxRFXLZnFxPjY/i+h5KK+eWTLKYNVOkVOLDQZbmf0U9zTh4/QRynVg9BFxjPTrCUHkiBlg5SOeUCCPBdh3rgIoUVBNTakOYaIWC+kwCglKDhKupeQOA5xGm+1j7U1CHt0WjUyTS4xliV+gdYLoPxVFIwXvdJNdx21GE0cMkM1usQefY4bWiEDhN1n4nIJS4Mq/2crMiZqPnUfQclBdIUbB+LuGKmTm4Eq73U6mh4ipVOzJ3zgqywng4hBHmhEaktqFRCIJQAIdFZjqNsDnEjcOjEOULCwYWOVYIXAm0MWWHIS/7vZjkY62Vb7KX4ShK6isDN7XmERElBc7nP8bl5XNfFcdyzcpvve4RhQD+OCYIApRS+7+N7ni0ITjO0NoRhaHOJXTuH41UnsccMKq6ruK7iuorrNgMqrqu4ruK6C4vrzicyNgv8eZlfLIF3G2M+IIS4DXiXEOJNwJeBd5bHvxP4CyHEPcAi8IrzuZAz2fUD3dzDSfTrz2+wSbVxmnDo6FGe+exvo9fr43seT77pcTYMm1kF8n6cMN9JOdjvkBlhu8Ro27pzbrlNp9tHSIkyAtf1KAqNVw9xhEFIh8xAVKtRj0IcKXCVxBgwpiCUIAMXx5HkuSZxrCcj8hSOtOFzR0DNdxDG4ClJM3DZOTLGlTM1js4vEzqCmclRlABHnN1wB111DCAFjNU8nrh7jNmRkG6SW/FD6ZDkBUlWMN0M2DdZI9OGo0s9OpFD5MAVW1ooKcmLgtBzGA2dsjsRjEfOcPE2PEkhFKGrSHONAU60EzKdEhuBMOAoRV5oAiWQQlEYCFzFTD2gFbnMdaxQoxTgSkmuy649lNobdjpK74wpDVuzGmcsxxnNwKGbGZbaXbZt304QeGfV6pBS0mg26HZ7eK7VmRi0RM3Kjjuu69IaaSGw+crjE+PWYMXD4M2r8GjgUeG6AdZzTsV1FddtFq6rusVeEHhUuQ7WuKbiuorrNgvXPRicTzfFrwI3nOH1+4AnnOH1GHjpQ7kYU+oPgO3kcippP1IPs4PzDM6vC82RY8f4ty9/laPHTxCEEbOzs1y2by++71vldscptS5iZJEw109wHcdqUSjbAtTzXPxmAyft4bghaa6RCKQfEfouGE0gJYEfWEMHQk+R5QWekkw0AlxHkRaGNCsYDSTNKMBzFJ04Jy9F7YQAJR0i32W64XHllia+A0mWMVLzUVhDfCCIdf/vK7h0qsbWlkc/M4SeYrmfs9rPaHiSmVZA6CqSQjMRKbQ2NEKPhm9zmCWiHE/7lQLL+GXCAYHrsH1EMBrYsVqKNd20IM4Kq+XhSBq+opcULPZSpMYKDOqCVugyVfe5ZLzGvYs9620R0Emt18QAhTE40q4hYyjzesWaAWtDYQxSCu678zauv/76Ycem08fF3kC9VgMMvu+V3XdysszWOruu9YJJIej1e0xPTW1osVvhwsejyXUDaKMrrqu4btNx3fk+mFd4ZPBN4Tpt12DFdRXXbSauO188qJqxRxIDAbo4jq3Kte9veH8gaPdwGO6pZDAwVmMMS0vLfOkrX+Oue+5DA416jcv37WXP7p04Ze6plLYLS6/XQymJLwp8aVBKEHo2JGq0ZrruEziSQNaJ04xumpOgCAIflNWMMEAnyUnyglbooaTA813GI5etrYC8KEgLgwkcRoKIwHfpJjnbGw5CKbJck2Q5uRHUfcWeiRqXTEYEnkKWLUyFFAxN8izjNwhnD95VArSSNCOfFiCMoRU4mNHAEo+wcxEJhd8M0VijlOsWqSiNZABZnsNgu+j4nsL3QoQxCJmxfSTAdyRZoSkMNvTtFOTG0Ems0KBUgvFAcsNsxEg4w2fuW6CdFmAMR1dj5nuJVWw3kBWW0IQQKClwpEAJK9pojGY8ctne8rn//v285tXfs5b/u+6i18bFtkENggBtDHmaUhS2ZarrusNWuyurq0xNTto85fVjUT10VDgFeZ6TF3nFdRXXbTqu6/X6BIGPEuoBj63w2EeWZeRpgh8EG16vuK7iuoud684XF8RmzBhDvx+ztLTIoUOHUUqxfft2RkZauK43nPj1+cRnwvkMzJkMVmvN8soqt91xJ7fdcRdxmtFsNtmzcxt7d+0kiiIAirLTCjAMYYJA6IKWJyhcF1fZwsRcG5Tr0lAOWaHRxkGJgpqQxDk4xoam0zK8qo1hLPJwKRiJQgLXelIMNjfYcRXSkRTasGPE59otDaLARRsw2l6TwHoepBBoMTDU808JGYyfKd0eQhgGAWizbmjLdwcfQpXkAJTGu1Zoe7axH2y+7XcLap5kR8vm494512Wpm2KAVujSDD2EyBBG0AhcrpyKmGqF9ArBTTvHWOimNHzFcj/jQ7cdYa6XU1orCkHTdxmvefiOwpGCuiu4YtLnxu1NaqbHkYP72b1711k9HcO8a6XwPI9et4frWpFF13WIahGO47C6ssLkxDiu6wzziatNWIWzodPpcPc991RcV3HdpuO6++67D9/3mZ6ertIWNwG63S533fr1iusqrtt0XHe+uCA2Y0mS8NWvfpUkSexgG8Ndd91FEASMjo5Sr9fxAx+3VFm3u1NbqPdQupkMDNUYw8rKKnfecy+333UPKyurjI2Ncckle9m7cyf1WlR+oAxzl+rc9iW76DzPpVUPmTCSrrL5r7qwHpF2nJMVdudvgEyDpgADjpYkWUGuDb4jGQltJ5iJmovrKAwQFwZXWnX01SRltS9o+opW4HBiNWYsTWjUa0Se1WEYLBLD+oldNy7nuYBEOQfuus+eXkw7MN6N7xpKcUFjC1R7SYrnWrV4R9gw81IvI8kKHEfRTzLSQjMa+UjlcHS1w73zXea7VnzRVZJm6NIKHCLPYSxyaUQ++xdjFrrZUByw5kr2jte4arrGh756gLuXEhCSqVadHSMBrlLUfIfQkWwbCXjCjiY1X/HpT30JA0xNTWLOQjbrxyUMAxYWFgkC33bV8X3rOVleZnR0ZBjlqFITKzwQhBD0er2K66i4bjNy3ZGjR5mbm6Pf7z+kz1d47KDiuorrNjPXnQ8uiM1YlmWkaUqj0aBeb2CMod1epdvt0uv1cBybt9lqNgnDcLgrVUrRarVsePg8YEOptkPKwuIid917P/sPHmJ5eYUoCrnh+mvYs2MHtVpkh3ydR+HUUPrg745SjIUO3aRHrzFKN9X00wyBbdfZTrNhbnxhrKdBSUGmNQJB5Cm2j9SYbvjsHIswWtPPLSG4SpDkxupRFBqDJClsDu7xrkTjEIUFynM2eDXEKde41p3o/HHqzn9Ds4F1/11/Do0pSavg8ErKXXNdTq7GNAOHK2ebzDZ97juxwsfuXaEXJ9RCH6lzpFSM1kPAcPd8j/2LPbQxNHyHoswN9h3FeOTSCBxOrCYs9nN0GWb2lA1XR67gum1jXLO1ZYtGswIpBZ7rMJjOyFVM1lwCR1JozUc/9jGuvupqalHtvMal0WiwuLiE7/u4nofnumRZykirNfS0VRuxCucDz/eZmZmtuI6K6zYb142NjQOC1fbqMCpR4eKF53nMTM/Q7rQrrqu4blNx3fnigtiMSaWYnp7G8/zhJt/zxqnV6nQ6bfql8nWv22VmZhbP8+j3e8RxjOM4eK67QRTwXMiyjH/94pe4+8AhOu0OSgguv3QfV1y6j1oUIaVcCwAbQ6E1uijWikHXnWPw2thIi8WFhCDyGAlhou7RSQoWuimd1NaFSKWQ1jFBURZ1+o5g70SDHSOhDdsGDgudBF9ZY8i0Ick1/UzjCo0SCr/UarBtUW2XHoCCtck8dQwejpDq+XTH0gbaScHtx1a5d77P3XMdTnQSQkewEuf4juQL+xdZSQqUkvQXYqSAuu8SriQYrVno58R5QeBI5roJ7SRnuuHjSnBVg4avSHKNFPZ+PQVgCB3JaGQLbT0laIVOqRRvNTLW7mONdHrtLh/58If5sR//8aEn7pxjgM0vllLieh6+7xH4AUHgI6WsUhMrPCgIBL7vVVxXcd2m4zqlFI1GnTAMUc4F8RhS4RGEEMJqN/lexXUV120qrjtfXBAs6CiF51kvyNpG3Q6Q7XKT0+32MBiUo9Ba0+12McYWwWujkaXiwgMZrpSSifFxbr3jLrbNTHP9dVfTbDSGJzbGgBAYrcsC+2LoKTiTF8UYw9joCOLEfiJPYRBEgCNSWoHNKzZGsbUZcM9ij37Z7hNgsh7whB2jNANF4CiW4wxtoJdp+qkNhUupUAJ8RxK4ksm6x3jkMlV3mWn6BKV3wPkmRWMGBlsYTa7hq0dW+cL+JdpxwmpSkBWaJIfP7F+yBZzaal5kuSYtCyWlyElzgZRiqKsRZwVFWtCROYu9FCWg208I3WlcJah7yrZWxSrZ13zFVMO3CvDIdbnLZx4XbTS3fOWrnDhxghsfdwNKnluxY31+cRiGhEGA57lIKQC15r2qNmIVzhtlV6qK6yqu22RcN+iGppTa8FBV4eKEMQxXacV1FddtJq47X1wQmzEQOI4D2NaUQDkYUBQFQri0Wq3h0XmeE8cxIyOjZYqDOO8QopSSLbMzbJud4eYn3LRWPCrWQsHrNQYG33qmAtPBa1EYInVOnuXE2naaKbRhS8sqr880Ar71knHe9eUj3DXfRRvDeOTx8uu3cOPWBrkRnOxkzHdTOqlt+Wm0tq1UjUYoiRbWYPeOh2wd8akHLo7YmC78zdwICGzecJZrmr6k7gY0I8H98206mSYvrLG6Sg47ARmsfoRVU5cUCLppgaFsY6rt33qZRknB0Y7k4FKP0dCl7ju2zawSjEYOu8ZDPEetu55zG6AuNO/72//Lzp272LF9+3nH+oUQbN2yBWddMWeFCg8VUsqK6yqu23RcJ4RAKVXW41ccetFD2Ge6QaSi4rqK6zYL150vLojNmJSCWi2i1+thTLmrloooiujHMVmaYsxgURqyLMMYU3pXNA+mswxAr9+n2WwMjU6WrU0xhrwoyvOVO/DSEGwe60as31WPNevsX10hliGea0PXu8ciLp1qcNlEyLVbG9Q9yb/dP0eiJU/a1eKKLaMsxwUr3YzFnjXalTgnKwxKCOthEDYXWQnB9qbLJZORLXYVrA8jftOw3rPkCLhua4NLpyJAsNjLuKvlcWQ1pSj1H7pJTlHmDWe5DWuP13wCV3GyHSOBoyt9DPa+LaFaA5ZSsNBNiTONozJCxxJZ3Q/JChvSV8ZgxMBoy/EpK1JN+Zo0sLyyyic+8Qle8YqXn3duOtjv9TzvtKLQ6oGiwkOBMabiuorrNiXXDdb1cE1WuKhhuU5WXFdx3abjuvPBBbEZM1hPyaCjDVgvRqE1pmwzOtikAfR6XTzPQzkOQkqEOF1H4Kzn0oZbvnorI60mWuthvrrWmiLPyfP8NIMFq6VwJgyOGW81uP1Il6wW4ZU35SjBWOQyGrlEnsO120e4bLY1FKb7t4PL3L+Y0M8K5ropvbQgzjWy1E4Q2pAbyLUhdCVbRyMcJVECJBvdJ9/szYBA4CvBVL1MN8WwdSRg22jAYjfj2GrCsZWY5TjHlYLZps/2Ed9245GCA0t90rxgNSmoxVmZOw29tLAaEq4kcBWL/ZzFXoY2Gl8p+nmIK7H5xhhGIxcl11qsdlNNtx/Tz8H3HEZCh8CR3H33PUxPTfG9r3qVzQs+D0/I+ha8VW1YhYcLFddVXLc5uc7Yh+4L4OGzwqODiusqrtucXPfAuCA2YwMy1tqsFQ3qtbaja4dZ70m/32dkZBSMIYxClDr/nPPCGPr9Pjt3bLMhc2Mw6wx2gAczIcZAq9kgPDBPoifoZYbIs61a0yzHcxWrScFcJ0UKCB3Jv9y/xH3zHXq5YKmXkOQFjpLUfZfAURTGgJY4xjAaOlwzU2Oy6aOEVUFfj2+6wZ7p/AYcAeORS9O3xjIeKuJcU/cdZpo+jcAuv6LQpGlKO/ZJCkOeF0Pl+k6Sk2vNeC2gMIZOkhNnBdoYIs8QdFIcKViKC9K8YEvLFoU2Qo92kvPVI226cYZyFGORx1TdZbaueM9738crXvFypqcnh+rs5zOO3+yxrnBxwXJcxXUV1202rrPrfv2DUIWLGMZyR8V1FddtPq47P1wQmzGD9WAoJYdtbpWSFHm+oYasKGyB56DYTiiHMIzO7xwDwi/D4PUoshNQ/hgMDPZsPwxn8qqsRxgGtHzJ8STBKJfcGHppQd8x3H6iixRd2oktGj2+GnNkuUc/twuzn+YIIWgFDpdP1elnmsV+htYw1fB44vY6l07VbWFjefoLYfGcDyQCT8JE5DAa1jFC4JRjLoECgXIU28ZqIAQjocv2pkumIdd2rAY5yYcWuxQKHOla1fssJ80kx9uC4+2UE+2EHZ0Az1FkRYe75zos9HN8ab83zg1ZnvPVL93KZz/zL/zEj/0oSqrHzFhWuNggytqZiusqrttsXGfXvpDVZmwzQAhbvlNxXcV1m4/rzg8XxGYMY8iyvPSS2ZeEEGRZbosthRgWucdxn6hWw/NcwjAg8B7cLWitKYqibBhicTadk/VddoRYC1+uN+zBMUpIJpsRdy4k9HLDSiwotMGTcLSdgdF4jksnzVjspuWPEEgBgefQcCVXzzQZi1wOLfeJXEndU9y8e4RLJyMcKc4aUr/QIYRAColCrOXklvcy8H3VfYc9k3W2j0NWNDi+krDQzbh6toE2cGw1QSPoJDmdpCArCtJcsJpqsn4fIQRx5qKEoJvm7F/sEueawFUErkOel+urvcpb3/QrvPylL2ZqempY4PlYM9wKFwPWdG4qrqu4blNxXbmWbHvxb/bFVHikYcpuihXXVVy36bjuPHFhbMawxiTlesNgmE8shA1vJ0lMlmVM1GoIIYii0OYWP4jOJwNviRi00zXrWp/CBl2CU9udDq7zTN8JMD3WYqrd5VDhcGy5R5JbNfia71DzHbIiZzVOUUJQ821OrS8NrdDlipkG121tcmS5jwBCRzAaOjQ8WRqrOO2cF/JCW39txqwVRZ7aKnR9rq5UEg/NiZWE2463SQrYjg/CFr1KY3DKvGslbHejdpIjhdXCEAIKA3PtmJU4w1WiFBc0GFdR6/V49//+fVyhedX3fE9Z4HvhjmGFix8DB1TFdRXXbSquE4O1/uAbNVR4bEKI6rmu4rpNyHXniQtqMyaE7X5jjXatzf0AVoPC4DoOjuPg+/6DGnKDoSgK9u3dg+u6SCFsimReDBqzDDv++L4/zG0Wwoqzam3odDpn/f5mvcaUv8pcKliNM5Jc40hBPXAptCHNy6JFJfGV9ZDUfYfdE3V2jAa2246UjIQeRkA9cOmkmjgrCF1lQ++ndHt5LOBUAz4Vg3sy2nBgscdn9q9w/0IfVwnun++gpMR1JCv9lDQvyLUgKTRSWKX7rND0kxxtcpb7Kf3UesS0sQ+6caYJlODuT3yAz33k/bz1D97K+MQ4jjw1S7tChUcTYlgzU3FdxXWbi+vs2j/TQ3CFiw82TbHiuorrNiPXnR8umM3Y+qJOW+iphxNsDMMCzyAMkdLmFp/N2/FA59kyO2MLPMF6Uow+bfIGitxCYEOxjiKOY5RSwzzkU8/pOA7TDZ/F1GOi7rPczxgJXZqBS2HAEQIlbZ78SOAyGrpM1D3GIpfVxBYv1pTGaXjkxooEHl1NcZVgaysg9E4v8nys4WwGnBrD/Qt9/uW+Ze6a67DYzdDGoI3Bd60GndWnEISeInSdofMjzQuMMSR5QZprtAHPEUjB0NMS3/8VPvQXb+epT3saL3j+84fpAReyF6rCxQ6DbWRQcV3FdZuN6waNa6rN2GbAYPVXXFdx3ebjuvPDBbMZszCn7bAHY9rv9yiKgsD3cV3HFnoK8aBbURpju+wMw9NFYVutshbYdBwH13WsKOXAe43BcdxSpFWe1aM3WvO5dsQjMy2OLfcIfR9HWWXy0JUMVC1aocOe8QgprCBeWthdfi4k/ez/b+/N4yVLrvrOb8TdMvPlW2rr2qsX9SK11GotrV0GIQ37ahuBwBiYYT4aA2PD2DMe8Mz4M56PPWPGNhIY21i2x8YYBAaxCBBIQkJikdQgIanV+95V1d21L2/J5d4bceaPiLh589Wr7lfdXVWv3otffbJe5s27xI2I88t7ljjHYiyMjatmfnqQkCcle+cK8jRBmMTkXusQBBE4uVTymcfP8JdHznF2VJMnirGv5q5K07isZ/KEQhJKYymNoTZCbS3Gx2kXmfOuWnFFB4tEkZw9ykc+8P8gpuLv/NiP0et1SXSsbRNxtaF8Rjn/KXJd5Lotw3XOS+J+7q+9B6eIS4NiuqZX5LrIdVuH69aHDaOMhXjitbe5bDsunniGwgvuC6kJ0F7UKf61OmS92+2SJCFkcnL+1QstQ3xvW4Gc6XVR4xXedfNuHj87Q2WEIlFoJYwMDMcVg1PPcvbxR9j/zd/E00s1lbGslIbjS2NWxm6CZqmmlzl3d1lbFseGHbUhS7XzHCrQrWQn1yq8jQyFUGQJu2Y7bJuBM4Mxw2pMkWpKI9RWXP8LnB+MWS5rrHXZmER8xffUhQho5RbZznVSdDngEx/8l5w8/Bj/y0/8A97+1jc3lrdrud8iNgFa0y9yXeS6rcZ1k/Uxcc3YVkLkush1W43r1oMNo4z5yN4WOTfRvoxGI8qypNvt0ut16XQ6L6jDxQq1qZusLy3HKgq3yDPLMooib76xIo2wKq1I03SqbsVqJGnKfV/4Ikrfz5ve/tXorCBPNYlWnB7UPP3sCf7xT/+fHDt2jL23v56h7rE4qji5NMTiYmGzRJMnmkGWkGnFYFyTasWgStE+LjlRExvKRl/0+fxQ7OrnvOOWHRxY6PDoyYGzkNSGRGvGteX8qEIQlsuasrYuY1ErLbL24zmuLTv7HYpUszMXPvpLP8dDd/8Rb3nr2/nbP/rDZFl2dW81IqKFCd9Frotct3W4TjHxjkRsDbjhjlwXuW5rcd16sWGUsemJ54RVfMaU5eVlrLUsLCw4ocrz5zrVRWGswRrrrCPi0rSICBaFxj0YhZhiay3j8RhrhZ63qGjlhHo0Gl30GonW7N+/j7/1t36Ym268ge/67vfw5Xvu4X/80R9m2+wCP/9fPsA9X/4i7/6f/ylfOSOsVIsMxjVWhG6ekicKraG2ltRqKisslpaxrRBgLh+zs1+wo19QXEJRxI0K5f/TwHUzGSI9RpVlVBu2dVNXk2JpxHJZNwKaJprKuEruLr2q+5tqRSdRzKZwaCHjjz74AT77kV9j7959/NQ//b9ZWFi4xsktYrMicl3kuq3HdbHG2FZE5LrIdVuP654fG0YZuxBOIatNzXA4pN+fpdfr0e110cmlpT0NaBf4awZPKTTSWE86nYKqrhmsDBiPx+R5TrfbbY5L13Bzr8bB/fv4hm/4Bv7dv/15Pv7Rj1J0OnzzN30jOsv5lf/yn3nlu/4ay7tfwdkzK2gFxgpaK9JEk+vE1cvQbnFoadzCxdJYTq1ULA6F5VKY6aSuWOAl98LGgkL5+iMuNvi62cK5tfs5z5wf8+ziiOVxzbCTYX0/DUuX9lRwlpNEKbqZppendFPNrn7Bg5/4EL/7n/81SZLwv/0f/5DXv/51pEl6zWUsitgKiFwXuS5yXcRWQOS6yHWR69bChlDGJosm28stnYCtLC9jRdi+fRt5ntMpOi/4Os5oopr4CPEbXfFBTbfXZTgaMRqOsNY27nOt3UJPgDTLyPKcqiz9OVcnHHEu7x/4/u/jtttu5X0//dM8+vBD/PIvf9Cl8s1nWHj9N7BcQdd7VpsFiUpRWVdEsEg1vdy5tbWCwbhmBehkCZmuGI5K5oq01V/XHhrik0la11QJ27sp+Y4Os7mzJg0qy0yRMqoMVuD8qGJQuhSzQWC39Qo6WcKObsqZr/wJv/hz/4y6qnjvD/8I3/Pd7yZN0ymi3QyWlIjNgsh1keu2ItdFr9jWQ+S6yHVbkeueHxtCGTOtlPatcUTEsrS8zIxf3DkzM0PWqrB+qR1vrXHHiCAtwbVAnqaMhi6GOcsy5ufmyPJs8nvh/yaJptvpgEizaNRa29StCFiYn+evvO1tvPNrvoZ/8S/+BR/85V8CpXn1d/4o9cxOMhG6WUq/SJktMhTCXJEyUyR086S5Xp4mZIliEOpkpNpnAVJT/XUtYjXhCYIRYXlsGFZCr0i5bibn7KDCWlcYcFRZds7k6H5BXdekGmaKjG6WMJsYjj/4ef7dP/3fWTx/jm/99u/g//jf/wGz/T4oGmK4lgU2YhOhleI5cl3kuq3Edd6XQSjtELG5EZJmRq5z54lct3W4br3YEMqYWEtVVeT59CK88XiMNZZt2xaYmZmh251YT17QQk9xxK+TpLE7aKVItEasS6mZpin9/gxZnvkFodPnUCg6nQJBqKoa8elTTV1T15P4V60147KkPzvLP/gHP8nhw4e576HH2PPqt7GiFbOdjN2zHfp5SpooZnLNq/b0uWFHj2NLJYfPDFkejqmtIlEJ++a7JNrVs+hlmixR17TABtgm7w6URnjm7JCHjy8hSpMniizRdNKEIlEYUWjlrEozRcKO3iw7ZjJEwAzO8+9/+qf46O/8Bkvnz/PV7/hqfub972Pnju2bSmAjNici10Wu20pcN3lkjsrYVoCCRhGJXBe5bitx3XqxIZQxrTWDwYAsm6cdurAyGLCwsEC/32dmpodWLy51ZbB4tI8Wn1XHGNNYQobDEWmakejJQDfavoJEJ/Q6XerMHaO0s8qcPXsOY0yzf6fT4d4HHuQtb7yLb/22b6O++xGyuR1klaGTaHpUaJ1SGUs3y+h3MopEsTwsGdWWxFuLennC7pnUu9WhSBO6+Qu3JG0ENIUf/X+lMRw5N+a+Z5dZLoVeJuSJZlQLFugVKXlqsSLkWUqqFbW1rIwNPcb8u5/6h3z4N36dqqq49eUv530/8y/Zu3cvoWYJXJv9FLGJ0eKVyHWR67YS1wnOS1KWVUzisUUQRjlyXeS6rcR168WGUMaSJGEwWKHf7zd1IKqqZDwasWPffubm5l6S1JXGWFeLwAuVwimCtTGNsFlrqesaaw1auwFvZ3psFotqRaZSBKEsXRX59o+KUopOkbO0tMTjTzzJp//4T7jjzd/IMaWwAoOq5uRIkZsSK3BqpeTw2SEHt3URK+zoF+yayVgeGzqpYqGb0MkSQOjmmX9/baLdTxoYG8P9x1Z47NSQ0ghFApmG0gqDylIZIU20O84KZVkzFHHH1panjj7GRz/yEZTS6CRhPC4pVYoRIfTSZhHYiE0ELweR6yLXbT2uc16x5eVllL72s8dFrAMiVHUVuS5y3RbjuvVhwyhjaZoyHA7o92cBWF5ZodvtMj8/R6dTNPu+mM631hIqtfuTOVe0sc2iz7BPI6RII7irUZuawWBIWZZTruyANE155W238vsf/wRnz5zlq26/kyefXG7uY7G0qHJMaVx9hVPLMKosu2ZzunmK6mf0Ms14XPLUGcNsr8N1MwlKqwsKFV4rmFhOXHrbsREeOLbCg8dXqIyQJIoEMALDsaG2bomtsUJtnAWltu4ctUAusH3/9fy1H/xhdu/dy6d//7f4wmf/hD/6+B/w6lv+B/Bie+3X7IjYrIhcF7luq3GdCNS1YTQeNZnsIjYvAltErotct9W4br3YGMpYmrJ9xw5OnjhBb2YGsZbhcMihgweZne2/6POHidKu0t4IpRfSkMgx7Dsel3Q6HRJvtbMiE+sJMC5LVgYrVD7MYrWVRURYXlnhicNHePqZY3zLe76fp5YstRWyRJNpjVaK2gusVi7OeVRVjKsUYy2jUYlOU4ZWszi0DOoxipxOqplpWVCuVpjHCxWCkMFoWAv3Hlvm4ePLjCtDlrm0rjrRJBqUF1grrs+LPEX8h9qKI1sRyAq+/Yf+DudXhtCZ5Yt3f4Zf++Vf4ge/73vYsX371LhsFsGN2ARQCuNTPEeui1y3lbhOKcXKyjKdoiBNN8RjSMRlhMJxUuS6yHVbjevWiw3BggrYs/s6Tp08yWg4ojY1RVGwc+dOtNZT8aEvFOKnirW2IX8RsGExpzipVT7OeDgcorQiz3KqqmQwGDaDLmK9Za9uFh+3J8NoPOaRJ57i8JGneezRR/mzP/tT9rz1W3ni7BClYCZP6RUpmRLKGowIlTfqpMr1iBXQacpMkWIFxpVBAbWRpu3uvuxkQaonnov3s7cEtRY+hr4Jx4btwhpEIM2JXtR4iG/s0rDkxOIYrRQznYwsUcx3MrqpxgLjsmalMlQW8iRxC119y+qw6ABFJ3PEupjm3Py6t3Lzq17Lffd+ic989s/5lm/8elQai4tGbECIsDIYRK6LXLfluM6YmsFwyKGDB1yIWcSmhgArg5XIdZHrthzXrRcbQhlDQbfbZc+ePTz77DEE4cYbb6Ao8qnJ8WI0dhGXQtTU9dR1VWM9mWjZIb54sDJgqIZUVdW4uUM7wmLOtnZujOHMuXM8/PiTjEZjbrvlJj74i79AkqR057YxOxwCwo6ZDp1UM99JKI2wNKo5Oxi7NumEVAu5suzopeyZzVkZweLYFTHc1lXkWhiXYxBnRXCLVIWqKinLksFwxHg8ZjQaUdWGsqowxjAaDhmsLKMUKF+EsCgKZufm0WGt3nhMVVWsLC8zHo+aqvRzs7Ps3b+fm264nuuuu440naRpfUHjIjDXybhhe5fFUc24tuTKsHuhQ6oVw3HFaasY1wqdKopE0c2c4BprSYBeJ8NYYVRZSmPRCoreDN/63d/Hz/1f9/LIww/BN349xseRX/u2k4jNBGMMKysrkesi1205rltZWaHb6bBr166N39iIF42G6266MXJd5LotxXXrxbqVMaVUAnweeFpEvkUpdSPwK8AO4AvA3xSRUilVAP8ZeD1wGvhuEXlyHefnuut2cerUKbIsY/u2bf4Lp62/GDdksDAUec54NGpZQpyb2l+mEcQguGVZTglqQDg+7G+tUJZjnjryNEePHee6XTv56rfeTl1VHDn8FN/1Pd/L7dd1XWxsXZOpknKwhD32DCePHePE6XMsLy05YlCax5Uwm9R8OnWFAR1hONd7VY4ZDweMhgPquqI2Qi0+3Gll2SUDGI8xtcFYJ8zj8YjRygrD4YCyHIO4haquXxQ6Sbylyl1P64Qsy8iKItwwSinSPOflt93GL/zH/8CunTtf8HhoQJSiyDQ37ui4LEPjil6nS56lnFiuGBmoRGGVi6N2dTk0eaoZ147KjY8xzjSUBmpjqWrDTW94J+/69ndz/PgJqrpGa022CdzYEVcGl5vrAqqqYqbXi1wXuW7LcV1ZluzduzeGKF5lXCmuq6uKmZnIdZHrth7XrReXwoQ/BjwAzPnPPwW8T0R+RSn188APAf/G/z0rIjcrpd7j9/vu5zpxsJIURcHevXvJ85w0zV7SOFCFosjzVRW7pVnkufpKbcFszrGG1aSqKs4vLfHoE0+xuLTMM0ePcM9ffoHP/8XnOXr0aYaDIZ//whf5i8//CMdOnmI8WKEaDZ0AjYYYY6iqCrGGvOgwOzffuNRHwwHGGGb6s6RZzmiwwsALplKK/uwcRacL0Lj9UcrHS1vECqPhgMFg4BeirlXPZeIHD7eapilZltNToJXGmBqUoq5rHnn4EZ586jA7d+54US5tBSRK08udQJp+h7o2HDk94Mj5kpGBbqbpZQmjsqI2ikq5lg4rw6iyZIl3+4vFKs2wMqyMSpTOuP2tX8tv/at/wnv/1v/AwesPIerFBkREbCFcNq5rI0kS9u3bF7kuct2W47q5uTm2+3UfG7+1mxpXhOt0krBvb+S6yHVbj+vWi3UpY0qpA8A3A/8E+LvKzdp3At/rd/kF4P/ECe23+/cAvw78nFJKyfMEd2qlESU+nlg16UdfCgRh04kmz/Mpq4hWYHy8arCiXAxNxhgRzpw9x9FnnqEsK84uLTPXn+H3f/d3uftzn/VV2zUizgrz2U9/ktF4BAJpmpAkjjjSNCVNEtIkoTa1W+g5dAI2Gg0xtStWqL3AjMdjQEjTjCzLSNLUt0l8mO2k6GFd1YxHQ0Yj546/eN8A6CZeGmjipbXWLC8uMhoNAUVRFIgIX7nvfu563WtfkH+4TXj4PtcIo9py5PSQh08OWSwtSaLp5QlijeuX2lIZSy9PGZSGQWUbC4pSCmNrzg9rxgYUlvmDt1Ia4SMf+Qg/9N//9xR51oQsRERcDFeC6wK6vR6dbidyXeS6Lcd1ISQq1JiKuPK4klzX63bpLMxHrotct+W4br1Yr2fs/cDfB2b95x3AOREJgbpHgf3+/X7gCICI1Eqp837/U893EYUiy9Lm/eXIkKKTBNOuqH6J1xARTp4+wxe+fC/jqqLXKXjtHa/kQx/6EHd/7rPUVYVYi7GG5cVFxmMXm+sELSVJ0qaWmoigtEYBRVI08cnWGBKdQOL2GQxWsFYQcfU08jwnyzLK8Zg0Ne58Asq7vMtyzGBleWoh6lpQSuMEfnofER9jbQxlWfpzuH6ypuaB++7FWHfdF0Ksbf62IiyXlkdPDnjizJCzg4oiS5jJNLlWiNLUIhgjJFpRW2FUC+M61HgHaw2jylAawVgh0WDyPje95s18+Ld/m7/xvd9LL5+LFtiI9eD9XAGuA0iTBCsqcl3kui3HdXn+0npIIl4Q3s8V4rokSVBpGrkuct2W47r14nmVMaXUtwAnROQLSql3vFQXVkq9F3gvwKFDh6ZcxZercxuX76QN4N2cz3XNMMnKsuThxx7n8NPPUhvLDQf3c9drXs25c+f40K//OkuL5yfxv+Mx1gYhKyiKonGPK+XqYGCtkxClXIyzv/8g1EmSNHHO7q9bmJkkCXVdkyTOsugquivqumJleYnxaHwR1/Xq+5rsE/o/3K+1lqosm++d5SdBrOXxJ55kPC7pdjuXTKwiIf+Ry74zrAyPnRxw77NLLI4NGqGfJ+yayXwRRWddSZSrUD+qLIKgtXNluzmjyVPIUwOVW7xrlOaO193FL/7z3+Gpp55k+/yrN89Kz4jLgivFdW1cLs9A5LrV9xW5biMhhideXVwRrpveftlqaEWuW31fkeuuRazHM/Y24NuUUt8EdHCxxT8DLCilUm9FOQA87fd/GjgIHFVKpcA8bsHnFETkA8AHAO666y4BL0QvJpPL8yAQgr+Ye4n4sVwrwthPMoFxOeYr9z/I08dPMtuf4Y23v5xbb34ZeZ7x+ONP8MzRoywvLzGJ1XVWk8LXUVEhfW/ruu0rqvAdE2EVEdI0xVqLtZYkKdBae9d8QpbnoBTleMxoOKQsx1M1Ny4FUy5+rRpXvFJu4Wdj9QGOHD7C4tKSK9r4AoZJxFmuDMLplYonTg9YKWsKrejlKXvnu6SJ5sRyybgWl00n1RSJe6WJYqU0LI0NCOSpQiQhTzTWuloVeaK45ZWvQemEz/7ZZ3jtnXe+oH6J2FK4YlzXRuS6yHVbjevCQ3L0jl01XH6uU2oV110er1jkuosjct21g+dVxkTkJ4GfBPAWlP9ZRP6GUurXgO/EZd75AeC3/SEf9p8/67//5Hrjiv01LqH5l440TX2MbqP3EZy1q68cMupUVcn9Dz3MidNnue1lN3DnK29n+/ZtjdUhL3J0Eizc0izC3LN3Lzu2b6fbm6HodOn2ehw6sI8DBw5QGuF9/+z/pa7KaeH150x93LAToonlR8Slck2zDGMso9GQ4WCFS+ji58TEYgOg0DppekdESJKE4WjE2bPn2H3drhd+HV8DIxFLv5O6MVCKbd2MRCvO+7Sog8pZTzqppkg1SaIYVrUXfFy62CRpBFVQdFDMFim7d+7nxpfdzN1/8Xl+xFuq2gt1IyLaiFwXuS5y3eXHRmzTVsOV5jq4vA6MyHXPjch1Gx8vJq/s/wr8ilLqHwNfBP6D3/4fgF9USj0KnAHe8+Ka+NJBodyiYe+WDRYLFzAxceUGiAjj8ZjHDx/GWPjad7ydg/v3XeAWHw6GWOtEL8sy9h84yE+//3285s47AWG236coCueCtYLSisOHj/Cvf/b91FXJxdC4v7V2mXRwLnmdOOIZDlwa1OcT2Larej1w1hs7CRv1i1KLTodOr48ReOrIUW679ZYXxrATByidImPfvKDUmJXSsFIaTi6PqY1QWUtdW7IspRZhVFZYpQkLdLVSiFIMa0uiFL08IashSTQzRcbu+YI3vvEN3PPFLzAuSzqdglAg8VoX3Igrish1HpHrLhGR6yKuLUSu84hcd4mIXPeicEnKmIh8CviUf/848MY19hkB734J2vaSIkxcrbXLYuPd2O7zZHEjTFzYZVVy5uxZdu3cyW0330SnM4mlbVc0n52dpd/vY01NluXMzvZ52U038S9/7ucYjUtm+33++l//azzw8KP0Z2b42nd+FbP9Pv1+n+WlpcaV3RYsrXUT9xzc74nWLjXqyjKj0fA5F3G28UKsK87j7iZ3URRkeU7RnSHvdBARHn30Mb7uXe9ozn9pQuDuKlHQyxNyt94UY4Wzw5JBZTDi6kxk2p13VFnOWkMvdwtllbJYP06JF+I00QQWSbWitvDKO1/Ln/7xpxmNRs79vs7+uZaFOuLFI3Jd5LrIdRFbAZHrItdFrrv62HIVF5VSpFnGaDRCKUVZlu7zcEhtjFs4mbj4XQXcdOMNzM/P+Ymy9kBuW5hn974DjIZDAE6fPcfDDz/MRz/+SV7/+tdx8uQpDh85yuHDRzl0YB9pkjA3N8fO63Zz/Nix0DD3N0wg1YqvdozCcDBgPB5NVY2/XH2klKboFBR5gdKaNMtJswxrDMYY7nvgAbfYNE9ewBVc21dKwzPnR5xcGrM8rlkZuyxBWaIptCJRrrZGXdcMECRPSQyYumZ57GKoQ3am0BvGGsBl5ymNcOvLX8FoXLK0tMz8/BwoGivKc7bwGreyRERErltfH0Wui1wXcW0jct36+ihy3cblui2njIkI1tR8/otfZjQak6QpvW6HTpE1bufcW0G2bdtGmk6EtW01aWN2dpY9e/fy9JGnsHVN6WtK3PSyl/HIQw/yV776Hbzprtdz5x2votPpuMrhWcq+vXu5/yv3hIY1Vh7l3eUi4tKpGsNwOHjOuhIvFbTW3nXdJc/zqT4bDZZRyrnWH3/kEZZXVsiy7JIzwilgXBuePjfi8NkRS+OapbGLF+4Wma/MrhnVlrJyWXWyNCHVitJYhrWzHE3c2u68xkpDtvi/23buYn5ujhMnjrN3724SnWCZHG+UQou36fjzODvMtGBvVAGOiLgYItc9NyLXRa6L2ByIXPfciFy38bluyyljSilQihNnznL65ClQirwo6HUKrj+wj0MHD7Bnz2563S5KTwtrczw0wbFKKbrdLocOXc+993yZ8XCAtZYzZ8/xT/7RP2RlZRkrsDIYkOcZdVXyax/6Lb7h67+WG653yV+bjDe4ehlBYK21lOMx4/HoBWfTWX+/OMtRluV0ul3nTmdSKLCu62ab1pqjR49w9MjTLMzPI8ot2ryUiV1WNaNxybi2LI1rH7+sSbVy7m0FvVTRTXNELLlWdDKX9jRPUka1pTaGPNHkicL47YNSYawwW6SkiaJbdLj5llv4wpfuYVRWDEfjhnqtQK/XY+eOHWxbmGPbwjxaJ1ilnOQyLcAbSXAjIp4Pkesu1i+R6yLXRWwmRK67WL9ErrtWuG7LKWMARZ6zbX6ec2fPUVcVOkmYm5/n1ltuZv/evSRpsraghs/OJ+ogkGUpt912G5/69DzWGIaDFR647z7e813fyb33P8CJk6c4f36Rgwf2A8Lu3ddx7333c+SoyxqrkwTEpTUFRVWVmLqmqiqMee4Cfy8WSiny3KVpTdOUJE2b+xVfLyNM2LA4tq4qlhbP8+Ajj/GqV72yOdeluNjTJKFXZMwVhlQXjIwwrCzdVDPfcelMaysMKoutDdtmCnpFRm0tSyOD4OKOt/VSuqmiFsWwNGRKKGtLJhXnjz3LUyeOcusr7+DU2fM88OgT4Ot3lLXB1BXLyytYY9A6oZunHNi3m9tuvYU9e/bQ6/XI0oSkGeuLxyBf7N6fS9AvZ0hCxMbFlbTMRa5r3Uvkug3DdRvlAShi8yByXeteItdtHK5bb9+tc79NA4UiSzPueMWtVHXFeFxyw8H9vPqVtzPb7zexp7D+HwytNPv37yPPO84CAvzeR36Ps+fOuQw9WrOysszpM+c4e/oki+cXWRkMMHXVWEySJKWuK6qqpK4qjDEYU2OMWbcw9GZmKccj6nr9bu80TZvK72qV1aTpM61BxBUwDIUKRXjk0UdxBQan44stbZf/2n2YpQnXzXXQieb8sObsoCbVigMLBbt6KSMD54Y1eWrpJgmHFgqsTlkcliBClii6mebgQo4RxelBjcJVftdmyOP3fIHFMyfo5Dkzs/MsbNuO1jCuahZXRliBrCjozGYMBkNmZjpgLY8dfobPf+krvPyWl/HWt7yZhfl5+jNdl60JRXtKrBWj3A51WE8Mc0TE5ULkumlErts4XLeRLNIR1z4i100jct1G4bpLUGTXvecVQuPaXYfAPNe+z2mJU3Dj9dez+7rrEBF6vR56lev6Un8objh0EFOXDFeWEeDs6dP83u982GfwcW0JqVOVUo2w6iTBWstwOMDUzlpijMFagzFrL+hMkoS5+QWMMSwungcRXv2a1/Ge7/t+PvXJT/Kxj/wO65kEaZrR6XTJi0k2GvGLSoULxa0qS8bjMXmeUxjLvffe6yu2d0FJY2BoXzlM4pbBybntlaJbpOzAXS9VLnXpwW1digRqC7NFAmIpspR+kWCskCcF/RRqNJ08pVukGCOkUtMVyzOPPMi50yc4tGsbct02Tp48SW0MYmsqq0m7fTIDiGWu32UwHCPdLkmakiQpvZkZDhw4wGg44Itfvofr9uzj+kMHuW7BxZ1bfxOJUhcQ0+r+EmTKErd6u2nt4SppgMUtWo0q3OaEAMa/Sy4hTCJyXeS6zcR1et324ojNgrXkbM39ItdFrtssXCfCelOhbBhlrEk/Otnw/MfgF+i19m1PtsmEWa3JKpRW9GZmoOm26Q5ej+bbXEvBgX172LawwLGjT/ltaqotQVjDIk6dpIBgjWE8GjWLOJ2QW2/FuLANvZk+3/eD/x1/5W1v4dEnDvOBf/OvOHXiGO9973t5y1vexEwn55Mf+/3ntKIopciynG6vR+pd6eAtJ2oyAcU1CLGWqqqaTEVFp4PSiscfe4wHHz/Mwo6doDSIbfolnKG0zvpiUBPXOP6vtRgRSm+wSbXm8cEyBkWmXO8149BYtibzJFUujWolmtHiacrhCtu6Cdff9jLmtu+kHJdsW1hgeTDi/OJ5kmKG5eGI7kyf4WAZkpyDh9ziT63ACpxfPM+4qsm6PUa14dHHn+TZo0e44zWvZfu2BR9yAKkC7WOq/XBjZRLqkLR+BLRysduEhbwuEBvj788CqT9RjUKDr28SsdlgrbAyKhERikRT5Fnkush1bDWu6+QZiY4q2VbCer0Jkesi120arhPLjLXrUsg2jjKG08Br3HCnfraLyNQkWK2LTxs6WlqteKEVQSuN8oMevA7SOqMgaCZCPt2uybnbE6bt8NUCs/MLHDh4gIfuu8e5fVtCH1za7fcKGI1G1FXVpDQNbmRj7EXjiV/16lfzvd/9bhbm57jxhhv4k099ks+eOc1MfwZrDLNzc3R6PVaWl1hY2ObigJcWm+OTJKXb7ZJm7scQHzMcWivWNgtNgZZFxyJiSdOcotMF4OzZc3z67i9y6JbbSRQYfxLdGhSrdNMXCpdRCBv8P9MjatAYcaSSKEGJqxgfTjcZL7yFFbStOXfqWfZsn+PmG6+n359hZnYWa4XTZ85hTM1wZYm6HGFFMV5ZIssL0jRjdqbHzvk+vSJnbFwV+p3zM6ysDFgZjXjm2DFWRmMqk/Kbv/MRrr/55RSzC36xqUIkWEMmNpREuzvTrT4M96p0ghF3ByF1K15oQ92NyrrzLQ1Ga45/xLWNpcGIT3zhIRKtuW5hhte//PrIdZHrthzX3fWK69k515vqv4jNC0GovacEItetRuS6Tcp1Ct6yPGTnmqM+jQ2hjJW14eipRTcgLY00DKbFxe8qrUG5wm8KUFpNrB6tiaKarnTCGJKotAc7DD64NzZcWwyCwlonOJVVjWXALb6sqaxgUSixGGupjcVYYdvOXSRpBn5xplK+ncGaolydB0QYj4dUZdnEDjuriaeQ57DeWCskifb3KywvLTIaDfnV//rrHH7rW/n8X36R0XDAV73ja/i+v/k3efqZY/zrf/kznDx+jDwvyPOcNE1d9Xd3wsblHqw84frG155wfWEQAWsNSmuXncYanj5ymN033jYlqOJTojpBNlgRlAiiNIq6GaOGht3cRbDNhhqZGq9AukbccUaEQlnmk5K9N9/Ivut2UOQujW2SpozLCo1w6tQpnj11hnODMfPzXdI0oxwOmJ/ts3fbDNvm+tR1RVdrkryAPKXIM7KlhPG2bYyGz6CThFtf/gruu/de5vfewMKu6xi2rG2lqGbiZtrdd3sEtR8rrWqseOuc7yPdvk9vhQGXzjVi88FYYWlUuR+cRPPMqcXIdRdB5LrNyXVawbGzy4wrg8L9/kdsbowrw7HTiw1PQOS6NiLXbVKuQ6jN+hK1bAhlbGU45u77n8SIENqdaCecIk4LT1YJXpLoiRYuoJSzgygvqJZJbYdgTdHK6a4S1HKZ2EQUrjONtSgUFlDi0mRav79F+cyYFrGusxNPIlZgYfdBkjTFWkPi3Z5ibWNRUUlCVZVUZdlYTcRr1M5qYi4a01x0unR7Mzz0wP381od/j7e95U382efu5t6v3INYyx/+wUf43Gf+lMHyMjffciv/04//OLt27uDggf38/o03sbK05BZzqonmDtPkJb4zgzVnIrDuvdYKYy2gSFI3dY4/fdgJt/b3K+LGQoTK92xzS2InV5K2EhJE2FvMFCixoByxSMuaFDLgWFNjh+e47dbr2bF9G/2ZHufPn+ehhx7mhhtvYPvOnXQ7OcdOnKAkQ2vD3LZd9IqC86eeYdfOXezYuROdaPI8p1PkKGA4LlEKZmd6DGvLaDhkcWmJsVW88a7X8Wd/8iegFP3tuybkLxI4lNpC5ftWq7adaPJXK3CRxW4YQj2N0B/NnIvYdLAilMaigBPnB/zZvU9ErluFyHUOm5nr7nn8GTLtPBsro/Ga8yBi8+Dc8pDP3PsEWqvIdS1ErnPYzFwXPIvPhw2hjFmBQWW9acO1vBbNuPaTWLkb063B1jZF44UKwFpQtukAhWBEgXKuU1EJygtImJwQvBEullVEqP1QONuHdZ4KpVHWequJNNYawXW0ESfo+w8eZG7bdhbPnkFrTTkeIUo5KwVQjsfUde3IwdeXCG7i4L5ee2Fnyjd/x3dy552v5rd/80P87Pv+Of/x38+xtLRIVZauv+qKc2dOM9Of5cf/7t/jhusPYUV47IknefroUVfor2WVCu0n9IUX5NC2dv0LrTUiCcYYOkWBWOPShiYJTx89ymA4JCl6LSOWXHCVVrc1CkcgPStywVFun9pbVmjGSisXlNAZnuWtr7+DfrdDt8g5v7jIF790D8fPLvKFBx7jjle9CqU1Ywt5f47B8ARnTx1nkOeMRyN2ZT3OLS7z7DNHOXRgHzt27qAuS/IsQ+U5KM3OJCNXwpPlgJXzpynSXdx11+v52J/8Oa94w9vQaeZa6gXW/Ugo30awSqh8IUNUcHH7zEBKobXCWi/w/hhH5NN9EbF5IMCwdLyWJu7BJHLdBJHraMZqs3KdK+qqEP9gdhkzfEdsEIhAZSxIErnOI3IdzVhtWq5j/Yb1DaGMufViFlcq2zdcfCLNIGjKZyFTGo1gfGiDE0hNohRWxFXrDk5uMY0rGbfUEIty7kalUeKETmyN1oo6EIBSjbavxKKVTLlRA5RSGFy7RCzd+Z3s2LWbuqqpyjEyHGC9u7qqqsYyMbGe2HUV/cvynG/42nfyutfeyc7tC/y9H7+HM6dPAfj6EZq6csLbn+2zf+8erLWMq4oPfvBXGayseMGbCIdi4tZ3GycC27buiAhaa7TWFEVBlmWYuvJub8upY08zWF6kSDsti0E4txuJYGVw11dNC6xYssSV36uNnbi120LsDwlKilJQSMXLb9hLnmiqsqTf6/L4U0dYGddUaHoLOzh67DjF7HaymW0Mz58CU3L29BBlSrLeLOeXlzkvlnsfeIjP3f3nWBR50aGTat79V7+VudlZErGkC/NgDvLs6TMYY+hv28WrbrmBZx9/gPnrb2/c/5NwgGZ2NFaVIKShY9qWlzCPgjVP+XuNCTw2J6wVRmWNUpAlmm6qI9e1ELlua3BdkSi0Tw6w1pqeiM0HAadcRa4DItdtDa5b/7PchlDGIGjU0lhArEjr5mzj5k2UwSjnsAa/AwbxgshqK4lMUkeHqeC+M1PhYGPvSzTWdXA7Ptb6QbGhnWGAxAlz0JhJc3YfOMQzRw9Tjke+uJ+hrl08bRDaSSzx+kyCWimXplUpXv2qV3LDDTfy4AP3MTe/jb/63d/D/MICH/u9D/Pg/fdx+tQpfuXXfp13vuMdfOpTn+LPP/cZ8PfQuMq9RWfKztEilvZLKUWv328sTtYYTO3SrKi6Zun8eY4fO8Hume0gtPp6YvoQcZYurRRKu7/WupoWVWVabaCxKoRxaROLiJAncGBHj9mZPoOVZTqFywBUjsdI1mGua5FEMbewk6WVJZZPn0BLTaY05XhAmufMzi00lrjrb76NxZUB5eIZ5rbvoi7HfOqP/5Tv/uvfQVXXiDUs7NhJZQyLw5q82+e1d97BPb/6W8wcdOEPiAub0MqFUrgMQ/5HxRNREFrjx1z7uHgXWkH4mWkeTOIDyuaEINT+hzr8yEWumyBy3eQ8m5nr3HwEIs9tGYiAJXJdQOS6yXk2L9dNlLPnw4ZQxkSgtsHOcSGcJuo62VjQyllGnKvZWTuc4JjGOjB1+zJR8kTcNZRyAqqUwvhJEiacE8RQDYipc4rgrSmTKxi8oKM5dMON3P1HH6Mqx01aU6VU47aeCO76YzOGwwEf/vCHOXDgb/HsseOMxi7T3jd+67fy/d/zbqzALTfdwPv++T/jyFNP8ju/+Rv8we/9HmJbvRkEMXQCzpWutcZaS13X3tUeCFKR5Tmz8wuItdRViTWTPnHx0ymC8PQTj7Dj+lv9mNhmAipv1cL3n/UD3GzzVtLGwqBA+bWexnrSQKE1foxgpsjZNj/rj9FYazC1oT/b58ljZ3j5rbewNCyprWWwdJ6llSGdRKjKipEROvN9Zue3kSSaPNHMXLeHzuJ5ztYj5uYXGC2d48HHHkYp5VIvpxkphqQzy2xas3/HDP1sFpXlLA1LV1dELMrPXK2DNUhh0W7eKVzUu1hXYBCwOIuRtYK2CSp1YbpSaayuWaf8RlxjsFYYjv08UIZqVUB55LrIdVuB6yp/XHioidjcEBEqvy4pIHJd5LqtwHXr5bcNoYyBEwSRSfxp+721k8VwiVIYobE+aOXd0yIY8fs1Wrz7qxAqIxO3auv8Wk0y14VzNlaA5+jFadfsxPIyv/9mRFwccdgvuIkvxWqy+lq/+aFf45FHH2VpcZGnnnyC3kyfd77jHczPzTEaj7np+kN81/f8DT7wr3/OLS6tK0IsceNK9r98Ll5buQJ3IpRl6QlGUMrVy+j2eszMzmGNoSrHjdCr1jnSLEfrhPNnT1PXhtq6cIIs1Y5QxcXaBsFsu3WNlcZaEu7RiqvjYFanYfXDkGpFV1XkZkBZdUjyLqm4891y881YXZB1Z1BFn2ePH3PhB8awUltG4xoQ0qwgzTKKPKPIMtI0odcp2L5tOyuDIQ/f/xW6eeoITSmKosCYIVoqsqLHjrkemJpOp0NtLFpk6v6UwtfPEZxotkgq/FMKYTJ/a2qow2wyKEsMU9ykEKC27uFC1+kFvBe5LnIdbH6uq4yQJMIlPLtGXMOwOIVLkMh1rWtFrtvcXKfqiTfw+bAhlDFhMjCNC5SJxSwIpEspGjRzSMUgOqGSifgYmaSVDIsJm+v4ySa+c42ZJEtwVg1IE01IxRm0eMHViAA37905fHyuarXXCll/gZm5ec6fPT0Vo+tSiL7wB+yqLPniX9yNThJuu/1VvPNd/w233XpLcz9FnvGmN7yew9/0zTz4wAMcP3Gc4crKJGNNywQZLDrBalJVJaDQOkFrzUy/T5pljAYrjmRa1qVAVVonJFkGwHBcMTaT2hFV7TMNNWaTyVjW4qxj0piyphdAmrAwsjVy4bx1bbArS2TpNm9RU+gsI8lzerli544dHD+3zNJgRDlycd3VeESRJYCQp5ru7Dbq2lBqTZIkFChUliIoFuvz3HfPl/n+9/x1zpxbpLZCkqaUtaEyMFg+zemTGdYabDnGWEtZC4lWUwJnjJtfgaQER0YKMHZiaRFPUlMP480xURnbjBDPK8Za8ixp+Cdy3QSR6zY/1wnS/OZHptsaEKeKRa5rIXLdJue6S3iS2xDKWEDjbvWYLKLzwkKwdri9StFIbUkwWJWAuMw4odPaWnibAGAyJRQTL4QVt57DWrngWCtO4zfGucbbixqttwYgoJKMAzfdxjNPPT6VPvSl+sm5681v47/7oR/iFbe8jNn+DEmS0O/36fV6LGzbxt/98b/DynDIF754Dz/3sz/LmZPHJ33pBddYS11VVFVFXVcopcmyjCRJyIsCrbUrWmhMc2x7PHznkqYZxtRUS6epxmNIMkQnaPHpPVcZiyakJT6UwPWjwS1yFKQZp/Y6mpCZJrEVYzViZTCkO7/dk7PGWmGlrDi9NODc2TOUoqlJKEcDxuMxKplBWUO3vw3MiOWlEvpzJEqRpwkzuaKXKJJts/ztH3kv1+/f64lIkLrEWMjzjATDeDTk3vsf5MSJE+zc6/rHWD+/lLPwhVmslfLlGqxLByuQ+KKCGDf3Rv6Gk2BZWjVfIzYXrAjL4xKtFFllpkI7ItdNI3Ld5uW6JlwpPPVGbHq4KEWJXLcGItdtXq67thJ4iLdQqIkAaa0ad1lbcI11sbnBTWq829HYilQLFpddxrkNmSL99t82avRkASdgjUulGh6UgkCWZlJNXXuNuA6uVzSZFipj2XfrHehPf9RZfkx9we0GC8ylCnKSptz5mtdw0/UHmJ+fmwhT+D5JSJKELMu4+aYbmFtYaITWXW6S3jQIrNZOYIuiIPU1JoLlxze2sZqEz0prTF17IRPOnT3D4mBIWkCauGNDpXLTIkTXjolLuzK2ed9YIbxFKwi0CFTGoFCUVQm5Jc0yjGhyoChykjTlzJkBp06d4t+876f45m//a8xv305Z1awMh1RoEjEoqRkOh/Q6BSmGsiop64ztacHBfXscAZUVg+EIUQm1qRlW1gl2J0flmvn5OZYHQ6okx1h7wQiGWhTth4xJ0IOrVxG+EWi8YLU3OKGc2/vFWNsiNjC8RbU0lrI2LiQict0FiFy3ubmuqg1F6izbkes2P8Q/vKrIdRcgct3m5Toj11qYoghVbZoHUfDZSQSwGrQTlJD9BkBq7yYW0MptG9eCUnZqsjhNfiJ8QXN3GZ2kcZXDpDODRcSK04UTEsQY0Npn4Zm4tyftMpTGTbYdB26k0+sxHA4uuFelFL3eDAIMVpYvqZ+sMTz5xJMcO3GqcUkjTshqU5MkvmDf8RP84Sc+ydEnH293cpMByGUDqn1a0w6dTqcRTrF2yvVNS3jBWwXqmrIsKTpdUDBYOs/w3Cm6O/e7h8twrlWTMLh3KzsR1sq7d2szSR9qWpaENnnY2mCqkjxNQVm6Wcpcr3BxvKbm03/4MT71sT9g+8I87/rGb6GqajppQi2CspaVcc2MCFosH/xP/x5TjfnBH/l72IUZstRZfk6cPsWoMhTdGeqqJkXRzTR5d4aZXodeUXD06WdR83sYVDWJUo1rOlj4tFYuba4NC2tp5hM4gkJoBDVRqukPwc39uGRsc8IKDMrayYFPN2xctufIde1+ily3qbmuNpbKGD9pL2lqRFyDEM8jErnuAkSu28xcxzWmjDHxjLXniLiRd0KMtDTq6doFoWOCGzGco1l8N9H/CXHFzZxc3Zbm4PAZl0UFwFjG3prTZIlZdR8K6MwusG3XXk6fPHHBvWqtqU3dFPW7FCil+LNPf5JzZ05x4OAhlNasLC1SVVUjKCdPnebEsWcYrqxM4oHFWX7KsqSua6w1ZFlOp9NpKspb4xhH+ZsOQqe8xaTR+kUYj8dUVYnx56nLksUTR8m273UuWz2JFW63vfaWEKXAXmDJkib70SQN6oSos0QjopAkI8sSBIPSmuFwRJKkKCxZ6u7lwYce4au+XlBpRmemTy2KPO3SL1IUwuc+86d88mO/z9LiOd749q/hZfu/jkSBSlLqqmJlZUSSZs71jEYp6M90mZvt8/Ajj/LlR57C3PAGlkdVK65YNZYjpXy4oUysb252ukK/k8Wtkx+SSUkHLohVjtg8sCKsjKuGQ6raRq5bA5HrNjfXlbWhqBM3Py95dkRcaxDxJT2C9yhyXYPIdZuX6xI1rYQ+FzaEMmbFhe2k2i3gDOFatREMCmvqKUEM2ufqmPOgwYac/6hJNpyJ58EJsfM+CKnWzb6hM511YjKBGnekTFzqbST+SbqsDUWWIpKw59ANPHr/ly+419VV0NeLJEnJsgytFA/dfx8PP3A/Sqmm6F87Zlp8alOUcvUjjKEsx478RCiKDkVRTIS6uWfbuKs1TrCULwwIniCtJUkS0tTVx9BJgljLqWeOMH/L650FzHpXv/i0ngLGL/CsjHHrZRLdCHaWaErfNoXCIn5hpNvf+Gw+SmC5tBRFhzPnFskTTe7ToY5HY+54w1v5wb/z97n99leQZAWJHjDT75MXBXVtyPIEpRMevu8rjvgO3cihPduZnSlc9qY0ZX5hgcXBMRbHlkwJWaroFjn9mR7LS0v84q98iLIzj9IpVV1jtG4sQ9aTo9aaRGsEKMuakKkIpajqSW2OgMbaJNIQZFTGNiesCKPKhbgMKxcXH7luGpHrNj/XVbVpPB2R67YGTOS6CxC5bnNzHXb9mTY3hDImIoxKVy29DWt9zKVfeKlwwlrVYYFdEDI36Yxff+Emjr1Ag3cXc5l1ICzsrCdarppcF2gWdoYfEGHS2e1459pCql3q0JC+c/7ALU2thxcDrRMvJE5oG4uGnwjWTgonNulJg5D5zDqh+joI3W6XvChCxzdKAEo159ZaY425QGDxJJkXhRdYH4sslnNHH2O8fJ5apaRmhNWZq/CeZriSeZ5orWCVahY+VtZOhR5YsdStUIHmx9u7yY+dOgtK05nbTpYr8k4HU1csLZ4n783wrm/6NlKtWTp7kiLVdHozJFnOmVOnQXfozszyDd/xbu5605u5/sab2b1nH/N9F14QIoWNKHIsSieI0nTyjGo04v/7hV/iy08cJ3/Z611c8aqHiPBZKUXlCbNBsE6p6bS0AqRJ4n8UBC3S1AWJ2HwQsc7iqTVVVTP0ilnkush1W4XrAMaVYVDWjRckYnPDWGFUuiLOkesi120ZrpNrbM2YsS50J9F6ytVcW0tVm2a7lUlWFndcWOTpB71lRQgabVhwiJJGMMU4Tb1xf/tUnLLKMmKN09yTlpJoW9exIihfD2Fk/DqQ2n3X27mPJM2w5fhF9U2aJuR50bidA3m5xaUTd/rqrFQhjti9KpIkodPpNoLfnmChz5rPMnFjw8RyEsgivMQaTO2I45knHuHEv/2/MFaohst0Z/ou9linpHlBnqVI1kHplDTLyIoOSbdPbYQ8S1FJgur02X7wZugtuDVTrQluvIXhiCn4iy/dy9e986/Q63YpsgSrNXO9nJWyJs9yxmWF6c+xXFrmF+adZSPtMt/vk6Qp1996B7e+4g4SZUlTd/0wT+bm57luOKKsLSpJ6RYZVTXm9/7gj/n4I6cxB1/NuBISVTY/IgrV/BC0+9VY24RSNBmF1GQLfvzqRridrc7d84uaNhEbFCJQVm6RdKYVg7FTxiLXRa7bSlw3qmrScdJ4xyI2N6wIg7JCUJHriFy3VbhOtY593jmxzrlzWSEiDMbVlGcsWMwE5yZWSnkBdS5Xabmb28cEAQvaaMiMokJ/iNOU2xlr3Dz1FhEm8Z4BIXMPTCwoTngma3tEhNJal8pShKy/jW5/lurMCxfaLMtJU5eaVCdJo4EHIVqrH8V7VpzlpEZEyPOCwqc2BZpjpwS2ZUWRYBry262dVF9HBPx5hoMV6romTVPyTpd6uMLi4jmqsuT8mVPrusdJBiLQiWZu205uf/ffprtzf6ORtBf4VpLxG/c8y8yew3zdG17uYnkTzexMl+VhiUpS8sQR2nXX7W7usej0PBlp8lSRayGpR1y3c1/TLwDdomDnzh2cW1ymrmqOHDnCf/ngr3HvyRFy8A6wisrWaFyxwrBoVWqD9n0ZrD5hfoR4Yxfr7tKdKhVUL3xYYugPmnuO2HywIozqGmMhSWpWxmXkOiLXbTWuWx5VaKXXtERHbD5Yb3C3kesi120prhPqa2nNmOA0UVfrwU0a6+dNbSZu6ZDfP3zvOkuaRZcA2k4W3AWExZ5GbLMmLU20W6TXWEhCDLGAnXSnVq5tIZtM2/oQ2hjimQXIk8RNMpXQ7c2wuM7Juxp5nlMUHXRwXU912IWDGwQ2FP0LLuyi6JDneWMNCcevjsnGX6f9wxjOFzLxhF5BhHI8Zuyr0RedDnlRkHc6zJg+56uzKOVLNLYEbi1MXc/HLRuVMi69cu7HOmRLypKEM3XCB/7wizz6zCm+6jW3kmgNVpPlBZ1UMbYZM2mHlTMDTjxrUKlhJCscvG6W+W5GJ89IpCJP5pmb7XPi3BInlkYujKEew2iZ06fP8sSRp/nIRz/O42WP4uArXZ0UrAuxwIUxgIuhXj1GwZYXBLs9JyvrKriHEQnWsDAW4QckYvNBBEZ+4tTWen6LXBe5bmtxXW1dNkUrE+t9xOaF9bxiItdFrttCXHcpD3IbQxkTGNfOpRcEow7pPb1mGTLo6NbEqq3rFDeRvHAqRaqdELcL6eqWtSNNtE+t6yZD6jOnJNrpwJUvANiOeXWLRX1ss7GTFL02ZPZxGFUuDj5RKTM798HRpy6pL5LEua+bOGLlF3MyEcz29GisH0DlC/6JX1TZm5khy3LnimairQfrSLCUhMlkjWkWiOL7ey0BL8djBoMVNxG1nkw4EYpOl5tfvo877nwt1ri1MefOnMFaw/JgxEP338vS+bNr3nuad5i7/hWUScctfPShAeH6xgjDyqAULI8rfvVzD/Khzz8GwP5ts/zVN9zK7fu30c8MeZ7x1LmM6lyKUTWVEuodKXPdHKUERYYAjz5zhj99+Bn+4MuPU9UGPV7Gnj+BGi5S1TXVjpvR3XlKAe1FMVhKwrivDgkI20WESiZ1UNreLt0ahzBvVet9xCaGtwxbK04h80+kkesi120VrquMpTJ2yjsRsXlhrOOSWiLXRa7bOlzXUpWfFxtCGTMiLI+q5oEUr1AGd3aoAQFgCBYUp91X0Li6UQoNVEaaDgzu5USHGglQ27qxwFgRSkKHm+aY2mu9TSwtOGuC37f2A2OC1m+ty7QS2qYU26+/lSe+fDfrTcaQ53kTRxyu28D3Rdgire0uq07ZVIZP05Rut9sIX/sctM/JpOK8giaDT5hwUwLut9V13Qgsfpur7p4051xeWuTB+79CkiTMzm/nxDOH6fXn2L13Hze//Ha+ePefTbVBac2uQ7ew/01fB3tvxaIpa+vJEhIcQbfTv4cUqaaqSRPNU6fP85/++Cu85daDvPbQDoa18OTSEgldEuWIaFxVaDI0mloU5wYln3/iOJ+87zDDsgKBSndJFg5QzQmokJFJocQtOg59FgwHa0GB/wFg8kPT+i70W3uRbhjf8F20F29WTMbZWGFxVEWui1y35bhuWNaglE/msOapIzYRjAhLo6pZmxW5ziNy3abmukuhtg2hjIWFfKs9AlZcDG3lBSH1ruJGu8ctaEySBGmlAg2dmSQJBi+cxqKVbiZbRk0laRMy0RbKNpRSTeac0L52JXMRaRYlj/09hLsoduwnTVOq6rlrT2ideIHNnfu6ZZUI99S+ftNvXkhdelODiBP8Trc71e4geBd4XDxpBeFsX2vqOsGaWdesrCxfsE9DZmIpuj2q8Yi0mCHPc84vLjEYjkjzLvfd8yWOPXN06tju7DzXv+Fd9F/5dkqdg7d0NTHbyqVEFZwbGKFx8TcWMrcqlDODik985Qk+89ARxrWzZPXynJkic3PpuOUvDy9wcMc8i8MxXzl8gpOLA7fQUilqT66iE9rF+pRvB6v6c60+Cv1sQ/rXdv8z+aEIlqu2EAdLHc3eEZsPqiFxizQZpiLXRa7bSlwXQsTC54jNj9rLTuS6yHVbievWq5KtSxlTSj0JLOFMDLWI3KWU2g78KnAD8CTwXSJyVrmW/wzwTcAA+EER+cvnOn/QzKfiX3GTwQQXKzCuqmYyhr/WutjjZrGeCMZ3RlDwwsOPSE3qU1suGYuIi40NQtfueJQm6L1hMofMN7JKuHVrUIyfAADFwk46/Tmqs2vHFyulyLKMLMsbq0m4h2D9aC+8lPCdh6u4bjDGkiQpRVGQpmmzMHKtx/rGCtOaMK0GTe/D5Ieyqqo1BVZEGKysuDStWUY5GqKThDMnj/Ps0SfZf/AG+v0+Tzz6IOPRqDkuSTN23XwH+9709bD9AJVM2truT3CkGvrLeU19v/jru/EVrDFUgBkZb3FRlPWQsysDlHLC/cy5ZbrZs1Q+Zt36APHU86SxtiH6dh80lrTW/FMwJaih78Kbdqx22FfCvl75asZUTTIMrUUKEVcGl5vroBWK2vrBj1wXuQ62DtdZa6iNmur3iCuLK8F1ASKW2hgfnh25LnLd1uC66Tt+blyKZ+xrRKQ9+34C+ISI/FOl1E/4z/8r8I3ALf71JuDf+L/PCSsCxjQTtOkwvCBoPb1407aKqXlLS3jI0f58WmufhpKmNkRpLSL1BdcPnetc0SkYQ+UH3h0raFM5V7cfbIsiS5Sr8s0kHab1mniWduj051haQ2jbQtaeEI2w0poAflu7rWVZequJUBQFeVE0FpVmP3XhVFgtsM19T3fGFClVVcVgMLjoj2ZVVZi6Js0yxFrG5ZilxUUO3vAyhoMBh594tNUAxba9h9j/hv+Gzk2vpUY3xRxVsC4wbe0Jk78RjFY7lFK+353ru7aO+AGfstVlUWpbYYc+/jsIkbGW2sfKCJOY9KY7prpmUghQmMQZCxNBb0h2Fem2xzC4uUOftPsn4qrjsnJdm8fqup4i/Mh1keu2AtfVtbng2hFXBZeV6wLEOoM7kesi1zWHbH6uuxSGezFhit8OvMO//wXgUzih/XbgP4vr2c8ppRaUUntF5NmLn0oal6ICEGmsAOFmxRisF6DQMUEQrQiq1UG113DF2sbaobwLWiRk7PExquKyudTW1Z5wwi7Nor7KCsar9+GY8F4rxaiaVBUPtSvCfkaE3sIuOPL41N0WRUGeu0rpwfKjWxaUZlKu+hvaX1VV8xDX6/VI0tTdp/++bU0CpibQBRYZuGBStd3gClqLRy8yehIsXQlKu2w71+3ew7nTJzl39kyzX97pceh1X8XC695FmXQpZUJNqy0RMLHkBCuYbd2DG4NJhqVwVFvo3QLKCYmGc9J0q18YrFRT26T1dfNX++uHgpWoiSs9WEAS35/S6u+2Fatt9QnnbLdptaUlYkPhJeQ6ByvSpPVuwmMi10Wu2yJcF+Z9CE+L2DB4ybkOmApPjFwXuW6rcJ0L9Vwfv61XGRPgY0opAf6tiHwA2N0SxGPAbv9+P3CkdexRv+3iQiuu0UmSNBOlnWUnTLQmxtc3qF2TQfAD7rcZayl9dhynJUvjdAhZc2o7WTzZxLICytbNNaV1vTA1fGZOF+vanDtY/Ny2RCuMhXznfn+u6UJ/IbuNaglYuKfVA+y+liatqTGGLMsmNSaUAq2be03S1PepmRbUcH5/PZSaEoLQQWHBp7GW0WhIVZVT51nLktIuJKiThNOnTjIcDsK37Nh/A4e+6jtI9t6MEWflCtat0P9BEKasC0wsQIGsV5NbW2BXL7404cfez6twjma+tIS8fb32uIu4lKdKccG4BIsUTBYVWxFSrafmsKw69wX9t0qII64aLi/XMeGqsDhdItdFrmuOnvzdzFwXvAW2KXgfcRVw2bmuDYXz1ESuaw1A5LpNzXVthfL5sF5l7O0i8rRS6jrg40qpB9tfioh4gV43lFLvBd4LUMztQHBFABPfciOuE0ojJCoU7psIrvWqsPUFJhKlXEyyTBaKhswtoe5E6DGloDR2WiAn4zc1KVcPIExSo071werP4gYiKwqyLAeEouiEe2/OrZhMeOvd021rB1546rpu2tXt9ZrUo2Hit9tcV1VjaWpPxlBbQkSaxaQXtnuSxacsx1PnXUtY2+cOMbfLy0vN4tYszzlwx5u57o3fyKiYxVg3jm2riFaKpHWu1YIXBCf0WUNATAQ1vFYf1+7v9ue2ZSMItLS2NWPQuka7s9oC2SRkCMeIW6CulXIZf7iQ6Jp1Q6vuaTUpRFxxXFauy2a3T/0Y1HUduS5y3VTfbgWuM9ZC1VpfEXE1cFm57tCq7ypTY0RFrotc1/Ttpue6i/bshViXMiYiT/u/J5RSvwm8ETge3NRKqb3ACb/708DB1uEH/LbV5/wA8AGA/t4bpDIWQaH8grtawOAmZKUSRCyInWQtoVGMKeuw8FOaAW7Hf2K95o1qjvNtaGnjFw5y836Nidu2SiilsCiULxIXLN0CZDsPMjs/T12W08Ko1FThvyCwU+cW57oej0eAaqwmSqlG+JpztCwhqydIsJq0K7RPubBbk9YY460mNZcylcbjEZ1Ol6LbI1GKJEnozm/nxq/+DjrX30FJMtWPTf/6v81YySSroF41qRuhbLU9uLQtFwo7LcGi9V373ldbmALxhBSmTdxzq53Bqte2KLUtUVPjoFx4gw/CIPx2qFVtXW3BWbc5JeIlxeXmut7u6wUmc9pYiVwXuW7LcV3og4tZ5CMuPy43193VUuREnHOrFolcF7mu2Wezc13be/Z8eN6aZEqpGaXUbHgPfB1wL/Bh4Af8bj8A/LZ//2Hg+5XDm4Hz8nxxxYGQxVJZF+er/LbaCnXtYlutOMuHK9AnjI1hXNumoGBYZ6aVajK16NaAhA4On4Ngt7PUiMiU8LoH42RyPPjK7qsEeVXsreAsQMnCHjoLu1yaVj+4WickOmlIJLioQxad0MayKhkOB859nWf0ZvponwY27GetxViLNca9rEV8IU1hYtloW2fwrW/it8N56prRaERVVVyKwIKz2hhjANe27Ydu5abv+FH0oTsZiW6IdqrPmCa/xBNZO8Z3tUtYcKEOYeKrNY4JsK192haT1eTcTnUahJX2PqsErL1/mxDac6khAXHWP1ev8uIaVri3qQ0RVxRXhOs83NxWkesi17Xmw9bhutqqqVTiEVcWV5LrwM3PKnJd5Dq2GNeJPMe301iPZ2w38Jv+BlPgl0XkD5RSfwH8V6XUDwFPAd/l9/8ILv3po7gUqP/t811AgHFtSbQi1W7yl8YJqfI36yYiCII1k3oFzp924QA0gyiT+OBwrbC9raVbmZznwgE2k3NIqOQ+ScEZhDFYAMJ3RgSVFsy+7uvonzvuLCzBjewLzylrmsFWuBoaOkmojUVMRWWENNF0ejMgYE3lWmQMqGlh0Mr9wDkNH4LtobHOqEBUNJYK/5awuNZWI5Jq5BY+2tr3A9TWkJgKAarxCKyhGo+o64oky+n15+hs30N3dp65pbP07nwXVT4zsYqoyaLMxu3r290eu2CdaGKCmVhSwx2ttjasHtuAEKvcJoapmOXW9vBZtbYHq03oJ7XqmDBmgUSa87evwYR8QE39iAQDVvseLripiCuJy851AQoIMytyXeS6Lcd14vwjlbmwBlTEFcEV4zrAD37kush1W4vrVit8z4XnVcZE5HHgzjW2nwbetcZ2AX503S3wUMovmAQ/4b1GrVynmJar2u3vbjLou+1OCxMFNck2gz9v2N5q75T7MfShbV1H+QY2As9kwCTs0zqHm5Q0Fplsz8tQe2+eer5uT8LGndxqi/bvZ5TCiAJxxJH4azaxuGFits4d3KiqtUuYHE2GILEoVNPv7f7RKkzQ0Lfe0oQi0xoR4wTR36tp2FWhlKajYExCqrw1QakpImsv6GwTZehXF5M7PYnbgq38/QWCQk1ilNv9q1vj0u6j1aQR7gM1XbBvLYTrNda4NdofxtRdUxzZAiK2aZM73p2vTVBujJ7XYR1xGXBFuM5zurWCKJ/tK3Jd5LoWtgLXWZhK1BBxZXGlnusCguxFrotc18ZW4LrVyuTF8GJS27+kyLT2mqpLW5n7TB7uhvxiTREqO9GEw82qVYPTaMUtwWh3rPISJe5DM4hAMyEmE141E1QrhSi3kM/6yadb5w3tasjFD/DqR+v2wLW3iXILWFOtUOLaFdK5TlkcWudq2o2bMK6fpi0Goe+sf+Y3Eha5ur5t903on3YMd8iApJQbDyvOCqNwbdapItW6WWBrlEYzsR60J+Rqt3NbUNvx4Kr1feh7taov20pLY8FqzYH2Ndp9ttqKot2biwrNatd7435fQ2kKxBvmVLh22+rTCDZMzeHwXZjzEZsQEhapQ7CoRa6LXBe+30pcFx4gIzY/wjzIE79mJ3Jd5LotwnXr5bgNoYy1J32qNQjUXsNPvICFCZQlurGmJF4oYDJ5wwC7bW6ShomDv454QQgQWovnVg1o+Ds1IUI7W+1ufwdrLDpsnbMR6lX7iri+CClV29aVsF84NvxV4hZ7hrOFY9tx09bIZMKFdjCZzLbVH6p1XOg3rSd1MzzP+YWLE2EIAosIiun+XcuKEe5N+w2hOxqy8Pet8BObyRittoC0z9sISatuCRcZi3b7pCVIF1jp2vOgRfABq8ezfWybuNy2IPRqitjbYQnx8WRzQzEJgXCpkv2PQPMw4RalB66DCd+0zxEMV23um8D/4Pof2/ZDQniICXJhp7a5PdrnSrVuJnJ4iJlcwf14rbZEu1Nd+EO4muuCYrqa69yDxuSewg9dm1fX4jqxgQFk6twN10nLauv5NKxDEcJDzoRPlWrVnvH32HAdoJnwhlrFE7rFK5MHS7mA69x3eEXdeY2mrMyBC1edNyBpuFm8VXz6AXY1F7fbZFfNicQP72qOa/9+tLkyfNfm32mum2xXgPhrpv6ezapzRWxOJF55ME2WRBrFSeGe60KijrTFTTB5jtNT82xaMQOXgbFRQKYehpnmulXbmudDkSmebc/L5kG99SAejlWhjQhtwtMtGXDPWRNZa/8NqdOnHur9c1eAbSmrDdeZycVs65yN4hAUvtb2OnC355HE1w/D81i7zpbCP9c1z1/Wd9n0s2l4fp70xSo+YBXXte7TMvEGruVR00x16YTr1ngGbMalxWlNm7jQK7p6LBtdornmJDFHQGtIWs+J/rP3JIa2BV3jQi1hbWwIZQxawoWaelqZ/MCw5j2tftBf9Ui85kHtSdP+YVnt1l49ofyXayoBF7/aOvAcB6pL2G/1V63npufEagtD2DY5yfQOFz3nOhSfqfb5/8OD5UuB1UQ3tW3VQ8y6zvccx1zsu8njYNjgXPqBFJoWtUhndVsjNif2b+/zj9/91pZV0G0PBUuV5z/jF2uHB5ZgxW0eCpKELMtIs5Q8y0jTQOWX7mtYS/7Xu/1i+6z3XJfWntbDh7GcOn2a5eUltNLkRUFRFICjIK2Tpo+yLGU8HvPMs8cQEQ4dOkieZY3Vsm2gWm/7LmX/S0H45bnYuS+lH19KhL4fjkacOXOW5eUlsixnbm6OLE2papelrd3y8OB2oaI+bYT7sd/pX9mbibjiuOX4Yd7/q+8DnpvrGoPPOiC0n8XWeYw3FIFqni2DErXWdScP1hffZ+12qea9u9rax61t3L34Me0C1c/bimCMWmWc8Se/4PyySn7byuWafbNq/+doyaSfmTzxXSwD4dS112hn8z3PxZTT52n4p5kz7Scvtea9tJWtdl+252rzvW/LdPisu9ZtJ44+ZxsDNoQyFiySIhMr5cTC4RZzBlTGNgNovTUDpt2FwXoX3KhJY5V0Jwy1HFY/SK+2ErbjVZtO9iNjWnGtjeWBCSVMuchb3zWeu9aDvG0VLhSRxjIrtGJkmVhH2m1s3O3+BKEfbGsiNYXq/JFtDxlMu2VD+9quZXc/zlPZPn9byQnFEAUmi1gb+8KF/TM1RjJxV0/FXDOZG+0QgNUWEVr7NmPZGp+GUC+iVF3MqyXuy6l7pdW37bj2tsdTQVOPIpwvXL+9SkK1z9WyhK9Lg464JtHNU+48tItLMdu0wyhEpOELrTVJ4pSOfr9PUeSNgtE+9kojyFP7B7PNOKu9N893HnD8Y62zFo+GI44dP063r1GzC/R6vSY1dF27gqhpmpLnGUWnQ7fbwRrLM3MZh48cYU9ueNnLrvfe86vbV9cCVo9nXRvOnTvH0888w3g8pt9L6XZnybJsKq331DmaWXChv7Sbb4jHkIjLiLnRgDc89eDz7xgRsUWxYViwNoJFSLVTM6tW9phGIfOOl/ADuhbpK3WhOzg8VIf3bRc2MskEE46xTH6Apty//jxrLQ5tu8cbz1vrMy2XqFmlCCqvWguTuNQQwpZqjRGFiJlSZlS42abdvr0tBUr5G27CcLxFSvtwgWnLpe9nEQRBRDUXc8qgdi5lrdHOVI+I+FhjabIiOcVEMDKx+k/uUZqFnm27RFAGVysm4R5W93VQPqcUVZle6ElbAV81T9ru8rDIM/S3bu/vt7VDs9rtC7Uqmkw7rTnWjqFulK41rGCJV5SbMfOKZ3SRbWZcXBFba+4AjdEHIEkm8lDXNeNxycpgQK/bZXa2T6foXOCJuFJoP7iLCKPxGLGW5eUV5ufnyPN8lVVxbWt0G7WpOXXqNIPhEK0US0tLGGPQWlMUHZIkpa4NxhifjQxymzdhOmmSoLVm586dnDlzhmeefZaZmR779u17Qd7yrYowA7M0ZeeOHczO9jl+/ASnTp9maXmZRGuKovCGgeClDAbJ6d+piIiIiIgJNo4yZl1q++ZB1Lq6EwnaWYFRWNznoMy0vWNhjZCxMu1FYfLo0/4ZaBSm1sNAiMVfncZy9bHhgbmt2LX3ab7z+1bnT6IHZ11srNYoa0AlTvnyMaUh/DdNElSSUBuDsobSOk9Z0en6OGH3sGGNQZRuYu7dQxyItx43qp8I1pqph32nbE4UN2NbCkk9Jq2G7kGmSYHq6n0kpmIAVKOBT4E6pK5cCtRuf4582266s/MwWCR52RuoQzSw9wiJV8RWxwa3PWKNotP2vK3q/9C/2p+bMB6tB892+tNwD+3j2wjjGRT9MK7S3m8Nz104t8VlSRLaDx/TaJRnLnwAbd9f1MG2AFYp96shuDBEUwe5XWW4wXuwvRFDKUVZVhw+fJiqqtizZw8HDx7wdVqufGbOYFo4c+YsDz3yiDN2Wcv+ffvYs2cPRZFPfCQX81b7c1RVxeEjR3j22WMYY8jznF6365Sw1NX0qeoKBMbl2P0W+No/bv/Mh9A5w8eBAwd46qmnePLJpyiKDju2b29CYa604nqt4IIwKt9PRVFw6OBB9uzezeLSEucXFzl39izHjx+nKAoWFraR59kkgmPaPBoRERER4aE2glVQKbUEPHS127EGdgKnrnYjViG2aX3YiG2C9bfrehHZdbkbE3FlEbnukhDbtH5sxHZFrtvCiFx3SYhtWj82YrsupU1r8t1G8Yw9JCJ3Xe1GrIZS6vMbrV2xTevDRmwTbNx2RVwxRK5bJ2Kb1o+N2K6N2KaIK4rIdetEbNP6sRHb9VK0KVaXjYiIiIiIiIiIiIiIuAqIylhERERERERERERERMRVwEZRxj5wtRtwEWzEdsU2rQ8bsU2wcdsVcWWwUcd/I7Yrtmn92Ijt2ohtirhy2KjjvxHbFdu0fmzEdr3oNm2IBB4RERERERERERERERFbDRvFMxYREREREREREREREbGlcNWVMaXUNyilHlJKPaqU+okreN3/Tyl1Qil1b2vbdqXUx5VSj/i/2/x2pZT6Wd/Ge5RSr7tMbTqolPojpdT9Sqn7lFI/tkHa1VFK/blS6su+Xf/Ib79RKXW3v/6vKqVyv73wnx/1399wOdrlr5Uopb6olPrdjdAmpdSTSqmvKKW+pJT6vN92VccvYmMgct1UmyLXXXrbItdFXBOIXDfVpsh1l962rcd14ov9Xo0XkACPATcBOfBl4PYrdO2vAl4H3Nva9v8CP+Hf/wTwU/79NwG/j6ta+Wbg7svUpr3A6/z7WeBh4PYN0C4F9P37DLjbX++/Au/x238e+GH//keAn/fv3wP86mUcx78L/DLwu/7zVW0T8CSwc9W2qzp+8XX1X5HrLmhT5LpLb1vkuvja8K/IdRe0KXLdpbdty3HdZReO57nBtwAfbX3+SeAnr+D1b1gltA8Be/37vbg6GQD/Fvietfa7zO37beBrN1K7gB7wl8CbcEXu0tVjCXwUeIt/n/r91GVoywHgE8A7gd/1k/9qt2ktod0w4xdfV+cVue552xe57rnbErkuvq6JV+S6521f5LrnbsuW5LqrHaa4HzjS+nzUb7ta2C0iz/r3x4Dd/v0Vb6d3t74WZ6246u3ybuMvASeAj+MsX+dEpF7j2k27/PfngR2XoVnvB/4+YP3nHRugTQJ8TCn1BaXUe/22qz5+EVcdG22sN8ycjFy3LryfyHUR1wY22lhvmDkZuW5deD9bkOvSl6qlmw0iIkopuRrXVkr1gQ8BPy4ii0qpq94uETHAa5RSC8BvAi+/0m1oQyn1LcAJEfmCUuodV7Mtq/B2EXlaKXUd8HGl1IPtL6/mvIqIWAuR66YRuW7diFwXcU0hct00ItetG5ed6662Z+xp4GDr8wG/7WrhuFJqL4D/e8Jvv2LtVEplOIH9JRH5jY3SrgAROQf8Ec5VvKCUCgp9+9pNu/z388Dpl7gpbwO+TSn1JPArOJf2z1zlNiEiT/u/J3Dk9kY20PhFXDVstLG+6nMyct26Ebku4lrCRhvrqz4nI9etG1uW6662MvYXwC0+U0qOW4D34avYng8DP+Df/wAutjds/36fJeXNwPmWe/Ilg3Kmkv8APCAiP72B2rXLW05QSnVx8c4P4IT3Oy/SrtDe7wQ+KT549qWCiPykiBwQkRtw8+aTIvI3rmablFIzSqnZ8B74OuBervL4RWwIRK5rIXLd+hG5LuIaQ+S6FiLXrR9bmute6IK2l+qFyzzyMC5W9X+7gtf9IPAsUOFiOn8IF2v6CeAR4A+B7X5fBfwr38avAHddpja9HRebeg/wJf/6pg3QrlcDX/Ttuhf4h377TcCfA48CvwYUfnvHf37Uf3/TZR7LdzDJunPV2uSv/WX/ui/M56s9fvG1MV6R66baFLnuhbUvcl18bfhX5LqpNkWue2Ht21Jcp/zBEREREREREREREREREVcQVztMMSIiIiIiIiIiIiIiYksiKmMRERERERERERERERFXAVEZi4iIiIiIiIiIiIiIuAqIylhERERERERERERERMRVQFTGIiIiIiIiIiIiIiIirgKiMhYREREREREREREREXEVEJWxiIiIiIiIiIiIiIiIq4CojEVERERERERERERERFwF/P+Hal+FkvMX0QAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "BLUE = [255,0,0]\n", "img1 = cv.imread('/home/god/图片/头像.png')\n", "replicate = cv.copyMakeBorder(img1,10,10,10,10,cv.BORDER_REPLICATE)\n", "reflect = cv.copyMakeBorder(img1,10,10,10,10,cv.BORDER_REFLECT)\n", "reflect101 = cv.copyMakeBorder(img1,10,10,10,10,cv.BORDER_REFLECT_101)\n", "wrap = cv.copyMakeBorder(img1,10,10,10,10,cv.BORDER_WRAP)\n", "constant= cv.copyMakeBorder(img1,10,10,10,10,cv.BORDER_CONSTANT,value=BLUE)\n", "plt.figure(figsize=(16,8))\n", "plt.subplot(231),plt.imshow(img1,'gray'),plt.title('ORIGINAL')\n", "plt.subplot(232),plt.imshow(replicate,'gray'),plt.title('REPLICATE')\n", "plt.subplot(233),plt.imshow(reflect,'gray'),plt.title('REFLECT')\n", "plt.subplot(234),plt.imshow(reflect101,'gray'),plt.title('REFLECT_101')\n", "plt.subplot(235),plt.imshow(wrap,'gray'),plt.title('WRAP')\n", "plt.subplot(236),plt.imshow(constant,'gray'),plt.title('CONSTANT')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cc014bf2", "metadata": {}, "source": [ "## 图像上的算术运算" ] }, { "cell_type": "markdown", "id": "0e7062d1", "metadata": {}, "source": [ "### 图像加法" ] }, { "cell_type": "code", "execution_count": 40, "id": "56061a83", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:18:39.108502Z", "start_time": "2021-12-12T13:18:39.105132Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[255]]\n", "[4]\n" ] } ], "source": [ "x = np.uint8([250])\n", "y = np.uint8([10])\n", "print( cv.add(x,y) ) # 250+10 = 260 => 255\n", "print( x+y ) # 250+10 = 260 % 256 = 4" ] }, { "cell_type": "markdown", "id": "010dde0d", "metadata": {}, "source": [ "### 图像融合" ] }, { "cell_type": "markdown", "id": "a42ada97", "metadata": {}, "source": [ "$G(x)=(1-\\alpha)f_0(x)+\\alpha f_1(x)$" ] }, { "cell_type": "markdown", "id": "a8c911fb", "metadata": {}, "source": [ "$dst=\\alpha·img1+\\beta·img2+\\gamma$ " ] }, { "cell_type": "code", "execution_count": 48, "id": "3d67a2ca", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:25:19.218966Z", "start_time": "2021-12-12T13:25:15.967663Z" } }, "outputs": [], "source": [ "img1 = cv.imread('/home/god/图片/通讯录.png')\n", "img2 = cv.imread('/home/god/图片/通讯录2.png')\n", "dst = cv.addWeighted(img1,0.7,img2,0.3,0)\n", "cv.imshow('dst',dst)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "code", "execution_count": null, "id": "89b20df1", "metadata": {}, "outputs": [], "source": [ "img = cv.imread('/home/god/图片/头像.png')\n", "img2 = cv.imread('/home/god/图片/头像2.jpeg')\n", "img2 = cv.resize(img2,(509,510),interpolation = cv.INTER_CUBIC)\n", "dst = cv.addWeighted(img,0.7,img2,0.3,0)\n", "cv.imshow('img2',img)\n", "cv.imshow('dst',dst)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "0abae7fd", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:22:33.891956Z", "start_time": "2021-12-12T13:22:33.880835Z" } }, "source": [ "### 按位运算" ] }, { "cell_type": "code", "execution_count": 51, "id": "53f98cb4", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:31:52.309656Z", "start_time": "2021-12-12T13:30:06.320725Z" } }, "outputs": [], "source": [ "# 加载两张图片\n", "img1 = cv.imread('/home/god/图片/头像.png')\n", "img2 = cv.imread('/home/god/图片/通讯录2.png')\n", "# 我想把logo放在左上角,所以我创建了ROI\n", "rows,cols,channels = img2.shape\n", "roi = img1[0:rows, 0:cols ]\n", "# 现在创建logo的掩码,并同时创建其相反掩码\n", "img2gray = cv.cvtColor(img2,cv.COLOR_BGR2GRAY)\n", "ret, mask = cv.threshold(img2gray, 10, 255, cv.THRESH_BINARY)\n", "mask_inv = cv.bitwise_not(mask)\n", "# 现在将ROI中logo的区域涂黑\n", "img1_bg = cv.bitwise_and(roi,roi,mask = mask_inv)\n", "# 仅从logo图像中提取logo区域\n", "img2_fg = cv.bitwise_and(img2,img2,mask = mask)\n", "# 将logo放入ROI并修改主图像\n", "dst = cv.add(img1_bg,img2_fg)\n", "img1[0:rows, 0:cols ] = dst\n", "cv.imshow('res1',img1_bg)\n", "cv.imshow('res2',img2_fg)\n", "cv.imshow('res',img1)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "3e08ff48", "metadata": {}, "source": [ "### 性能衡量和提升技术" ] }, { "cell_type": "markdown", "id": "4cc145bd", "metadata": {}, "source": [ "# OPENCV中的图像处理" ] }, { "cell_type": "markdown", "id": "463760af", "metadata": {}, "source": [ "## 改变颜色空间" ] }, { "cell_type": "markdown", "id": "1a01de76", "metadata": {}, "source": [ "`cvtColor(input_image, flag)`" ] }, { "cell_type": "markdown", "id": "3beb176e", "metadata": {}, "source": [ "对于BGR→灰度转换,我们使用标志cv.COLOR_BGR2GRAY。类似地,对于BGR→HSV,我们使用标志cv.COLOR_BGR2HSV。要获取其他标记,只需在Python终端中运行以下命令:" ] }, { "cell_type": "code", "execution_count": 53, "id": "6a6112a8", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:35:38.019416Z", "start_time": "2021-12-12T13:35:37.996307Z" } }, "outputs": [ { "data": { "text/plain": [ "['COLOR_BAYER_BG2BGR',\n", " 'COLOR_BAYER_BG2BGRA',\n", " 'COLOR_BAYER_BG2BGR_EA',\n", " 'COLOR_BAYER_BG2BGR_VNG',\n", " 'COLOR_BAYER_BG2GRAY',\n", " 'COLOR_BAYER_BG2RGB',\n", " 'COLOR_BAYER_BG2RGBA',\n", " 'COLOR_BAYER_BG2RGB_EA',\n", " 'COLOR_BAYER_BG2RGB_VNG',\n", " 'COLOR_BAYER_GB2BGR',\n", " 'COLOR_BAYER_GB2BGRA',\n", " 'COLOR_BAYER_GB2BGR_EA',\n", " 'COLOR_BAYER_GB2BGR_VNG',\n", " 'COLOR_BAYER_GB2GRAY',\n", " 'COLOR_BAYER_GB2RGB',\n", " 'COLOR_BAYER_GB2RGBA',\n", " 'COLOR_BAYER_GB2RGB_EA',\n", " 'COLOR_BAYER_GB2RGB_VNG',\n", " 'COLOR_BAYER_GR2BGR',\n", " 'COLOR_BAYER_GR2BGRA',\n", " 'COLOR_BAYER_GR2BGR_EA',\n", " 'COLOR_BAYER_GR2BGR_VNG',\n", " 'COLOR_BAYER_GR2GRAY',\n", " 'COLOR_BAYER_GR2RGB',\n", " 'COLOR_BAYER_GR2RGBA',\n", " 'COLOR_BAYER_GR2RGB_EA',\n", " 'COLOR_BAYER_GR2RGB_VNG',\n", " 'COLOR_BAYER_RG2BGR',\n", " 'COLOR_BAYER_RG2BGRA',\n", " 'COLOR_BAYER_RG2BGR_EA',\n", " 'COLOR_BAYER_RG2BGR_VNG',\n", " 'COLOR_BAYER_RG2GRAY',\n", " 'COLOR_BAYER_RG2RGB',\n", " 'COLOR_BAYER_RG2RGBA',\n", " 'COLOR_BAYER_RG2RGB_EA',\n", " 'COLOR_BAYER_RG2RGB_VNG',\n", " 'COLOR_BGR2BGR555',\n", " 'COLOR_BGR2BGR565',\n", " 'COLOR_BGR2BGRA',\n", " 'COLOR_BGR2GRAY',\n", " 'COLOR_BGR2HLS',\n", " 'COLOR_BGR2HLS_FULL',\n", " 'COLOR_BGR2HSV',\n", " 'COLOR_BGR2HSV_FULL',\n", " 'COLOR_BGR2LAB',\n", " 'COLOR_BGR2LUV',\n", " 'COLOR_BGR2Lab',\n", " 'COLOR_BGR2Luv',\n", " 'COLOR_BGR2RGB',\n", " 'COLOR_BGR2RGBA',\n", " 'COLOR_BGR2XYZ',\n", " 'COLOR_BGR2YCR_CB',\n", " 'COLOR_BGR2YCrCb',\n", " 'COLOR_BGR2YUV',\n", " 'COLOR_BGR2YUV_I420',\n", " 'COLOR_BGR2YUV_IYUV',\n", " 'COLOR_BGR2YUV_YV12',\n", " 'COLOR_BGR5552BGR',\n", " 'COLOR_BGR5552BGRA',\n", " 'COLOR_BGR5552GRAY',\n", " 'COLOR_BGR5552RGB',\n", " 'COLOR_BGR5552RGBA',\n", " 'COLOR_BGR5652BGR',\n", " 'COLOR_BGR5652BGRA',\n", " 'COLOR_BGR5652GRAY',\n", " 'COLOR_BGR5652RGB',\n", " 'COLOR_BGR5652RGBA',\n", " 'COLOR_BGRA2BGR',\n", " 'COLOR_BGRA2BGR555',\n", " 'COLOR_BGRA2BGR565',\n", " 'COLOR_BGRA2GRAY',\n", " 'COLOR_BGRA2RGB',\n", " 'COLOR_BGRA2RGBA',\n", " 'COLOR_BGRA2YUV_I420',\n", " 'COLOR_BGRA2YUV_IYUV',\n", " 'COLOR_BGRA2YUV_YV12',\n", " 'COLOR_BayerBG2BGR',\n", " 'COLOR_BayerBG2BGRA',\n", " 'COLOR_BayerBG2BGR_EA',\n", " 'COLOR_BayerBG2BGR_VNG',\n", " 'COLOR_BayerBG2GRAY',\n", " 'COLOR_BayerBG2RGB',\n", " 'COLOR_BayerBG2RGBA',\n", " 'COLOR_BayerBG2RGB_EA',\n", " 'COLOR_BayerBG2RGB_VNG',\n", " 'COLOR_BayerGB2BGR',\n", " 'COLOR_BayerGB2BGRA',\n", " 'COLOR_BayerGB2BGR_EA',\n", " 'COLOR_BayerGB2BGR_VNG',\n", " 'COLOR_BayerGB2GRAY',\n", " 'COLOR_BayerGB2RGB',\n", " 'COLOR_BayerGB2RGBA',\n", " 'COLOR_BayerGB2RGB_EA',\n", " 'COLOR_BayerGB2RGB_VNG',\n", " 'COLOR_BayerGR2BGR',\n", " 'COLOR_BayerGR2BGRA',\n", " 'COLOR_BayerGR2BGR_EA',\n", " 'COLOR_BayerGR2BGR_VNG',\n", " 'COLOR_BayerGR2GRAY',\n", " 'COLOR_BayerGR2RGB',\n", " 'COLOR_BayerGR2RGBA',\n", " 'COLOR_BayerGR2RGB_EA',\n", " 'COLOR_BayerGR2RGB_VNG',\n", " 'COLOR_BayerRG2BGR',\n", " 'COLOR_BayerRG2BGRA',\n", " 'COLOR_BayerRG2BGR_EA',\n", " 'COLOR_BayerRG2BGR_VNG',\n", " 'COLOR_BayerRG2GRAY',\n", " 'COLOR_BayerRG2RGB',\n", " 'COLOR_BayerRG2RGBA',\n", " 'COLOR_BayerRG2RGB_EA',\n", " 'COLOR_BayerRG2RGB_VNG',\n", " 'COLOR_COLORCVT_MAX',\n", " 'COLOR_GRAY2BGR',\n", " 'COLOR_GRAY2BGR555',\n", " 'COLOR_GRAY2BGR565',\n", " 'COLOR_GRAY2BGRA',\n", " 'COLOR_GRAY2RGB',\n", " 'COLOR_GRAY2RGBA',\n", " 'COLOR_HLS2BGR',\n", " 'COLOR_HLS2BGR_FULL',\n", " 'COLOR_HLS2RGB',\n", " 'COLOR_HLS2RGB_FULL',\n", " 'COLOR_HSV2BGR',\n", " 'COLOR_HSV2BGR_FULL',\n", " 'COLOR_HSV2RGB',\n", " 'COLOR_HSV2RGB_FULL',\n", " 'COLOR_LAB2BGR',\n", " 'COLOR_LAB2LBGR',\n", " 'COLOR_LAB2LRGB',\n", " 'COLOR_LAB2RGB',\n", " 'COLOR_LBGR2LAB',\n", " 'COLOR_LBGR2LUV',\n", " 'COLOR_LBGR2Lab',\n", " 'COLOR_LBGR2Luv',\n", " 'COLOR_LRGB2LAB',\n", " 'COLOR_LRGB2LUV',\n", " 'COLOR_LRGB2Lab',\n", " 'COLOR_LRGB2Luv',\n", " 'COLOR_LUV2BGR',\n", " 'COLOR_LUV2LBGR',\n", " 'COLOR_LUV2LRGB',\n", " 'COLOR_LUV2RGB',\n", " 'COLOR_Lab2BGR',\n", " 'COLOR_Lab2LBGR',\n", " 'COLOR_Lab2LRGB',\n", " 'COLOR_Lab2RGB',\n", " 'COLOR_Luv2BGR',\n", " 'COLOR_Luv2LBGR',\n", " 'COLOR_Luv2LRGB',\n", " 'COLOR_Luv2RGB',\n", " 'COLOR_M_RGBA2RGBA',\n", " 'COLOR_RGB2BGR',\n", " 'COLOR_RGB2BGR555',\n", " 'COLOR_RGB2BGR565',\n", " 'COLOR_RGB2BGRA',\n", " 'COLOR_RGB2GRAY',\n", " 'COLOR_RGB2HLS',\n", " 'COLOR_RGB2HLS_FULL',\n", " 'COLOR_RGB2HSV',\n", " 'COLOR_RGB2HSV_FULL',\n", " 'COLOR_RGB2LAB',\n", " 'COLOR_RGB2LUV',\n", " 'COLOR_RGB2Lab',\n", " 'COLOR_RGB2Luv',\n", " 'COLOR_RGB2RGBA',\n", " 'COLOR_RGB2XYZ',\n", " 'COLOR_RGB2YCR_CB',\n", " 'COLOR_RGB2YCrCb',\n", " 'COLOR_RGB2YUV',\n", " 'COLOR_RGB2YUV_I420',\n", " 'COLOR_RGB2YUV_IYUV',\n", " 'COLOR_RGB2YUV_YV12',\n", " 'COLOR_RGBA2BGR',\n", " 'COLOR_RGBA2BGR555',\n", " 'COLOR_RGBA2BGR565',\n", " 'COLOR_RGBA2BGRA',\n", " 'COLOR_RGBA2GRAY',\n", " 'COLOR_RGBA2M_RGBA',\n", " 'COLOR_RGBA2RGB',\n", " 'COLOR_RGBA2YUV_I420',\n", " 'COLOR_RGBA2YUV_IYUV',\n", " 'COLOR_RGBA2YUV_YV12',\n", " 'COLOR_RGBA2mRGBA',\n", " 'COLOR_XYZ2BGR',\n", " 'COLOR_XYZ2RGB',\n", " 'COLOR_YCR_CB2BGR',\n", " 'COLOR_YCR_CB2RGB',\n", " 'COLOR_YCrCb2BGR',\n", " 'COLOR_YCrCb2RGB',\n", " 'COLOR_YUV2BGR',\n", " 'COLOR_YUV2BGRA_I420',\n", " 'COLOR_YUV2BGRA_IYUV',\n", " 'COLOR_YUV2BGRA_NV12',\n", " 'COLOR_YUV2BGRA_NV21',\n", " 'COLOR_YUV2BGRA_UYNV',\n", " 'COLOR_YUV2BGRA_UYVY',\n", " 'COLOR_YUV2BGRA_Y422',\n", " 'COLOR_YUV2BGRA_YUNV',\n", " 'COLOR_YUV2BGRA_YUY2',\n", " 'COLOR_YUV2BGRA_YUYV',\n", " 'COLOR_YUV2BGRA_YV12',\n", " 'COLOR_YUV2BGRA_YVYU',\n", " 'COLOR_YUV2BGR_I420',\n", " 'COLOR_YUV2BGR_IYUV',\n", " 'COLOR_YUV2BGR_NV12',\n", " 'COLOR_YUV2BGR_NV21',\n", " 'COLOR_YUV2BGR_UYNV',\n", " 'COLOR_YUV2BGR_UYVY',\n", " 'COLOR_YUV2BGR_Y422',\n", " 'COLOR_YUV2BGR_YUNV',\n", " 'COLOR_YUV2BGR_YUY2',\n", " 'COLOR_YUV2BGR_YUYV',\n", " 'COLOR_YUV2BGR_YV12',\n", " 'COLOR_YUV2BGR_YVYU',\n", " 'COLOR_YUV2GRAY_420',\n", " 'COLOR_YUV2GRAY_I420',\n", " 'COLOR_YUV2GRAY_IYUV',\n", " 'COLOR_YUV2GRAY_NV12',\n", " 'COLOR_YUV2GRAY_NV21',\n", " 'COLOR_YUV2GRAY_UYNV',\n", " 'COLOR_YUV2GRAY_UYVY',\n", " 'COLOR_YUV2GRAY_Y422',\n", " 'COLOR_YUV2GRAY_YUNV',\n", " 'COLOR_YUV2GRAY_YUY2',\n", " 'COLOR_YUV2GRAY_YUYV',\n", " 'COLOR_YUV2GRAY_YV12',\n", " 'COLOR_YUV2GRAY_YVYU',\n", " 'COLOR_YUV2RGB',\n", " 'COLOR_YUV2RGBA_I420',\n", " 'COLOR_YUV2RGBA_IYUV',\n", " 'COLOR_YUV2RGBA_NV12',\n", " 'COLOR_YUV2RGBA_NV21',\n", " 'COLOR_YUV2RGBA_UYNV',\n", " 'COLOR_YUV2RGBA_UYVY',\n", " 'COLOR_YUV2RGBA_Y422',\n", " 'COLOR_YUV2RGBA_YUNV',\n", " 'COLOR_YUV2RGBA_YUY2',\n", " 'COLOR_YUV2RGBA_YUYV',\n", " 'COLOR_YUV2RGBA_YV12',\n", " 'COLOR_YUV2RGBA_YVYU',\n", " 'COLOR_YUV2RGB_I420',\n", " 'COLOR_YUV2RGB_IYUV',\n", " 'COLOR_YUV2RGB_NV12',\n", " 'COLOR_YUV2RGB_NV21',\n", " 'COLOR_YUV2RGB_UYNV',\n", " 'COLOR_YUV2RGB_UYVY',\n", " 'COLOR_YUV2RGB_Y422',\n", " 'COLOR_YUV2RGB_YUNV',\n", " 'COLOR_YUV2RGB_YUY2',\n", " 'COLOR_YUV2RGB_YUYV',\n", " 'COLOR_YUV2RGB_YV12',\n", " 'COLOR_YUV2RGB_YVYU',\n", " 'COLOR_YUV420P2BGR',\n", " 'COLOR_YUV420P2BGRA',\n", " 'COLOR_YUV420P2GRAY',\n", " 'COLOR_YUV420P2RGB',\n", " 'COLOR_YUV420P2RGBA',\n", " 'COLOR_YUV420SP2BGR',\n", " 'COLOR_YUV420SP2BGRA',\n", " 'COLOR_YUV420SP2GRAY',\n", " 'COLOR_YUV420SP2RGB',\n", " 'COLOR_YUV420SP2RGBA',\n", " 'COLOR_YUV420p2BGR',\n", " 'COLOR_YUV420p2BGRA',\n", " 'COLOR_YUV420p2GRAY',\n", " 'COLOR_YUV420p2RGB',\n", " 'COLOR_YUV420p2RGBA',\n", " 'COLOR_YUV420sp2BGR',\n", " 'COLOR_YUV420sp2BGRA',\n", " 'COLOR_YUV420sp2GRAY',\n", " 'COLOR_YUV420sp2RGB',\n", " 'COLOR_YUV420sp2RGBA',\n", " 'COLOR_mRGBA2RGBA']" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "flags = [i for i in dir(cv) if i.startswith('COLOR_')]\n", "flags" ] }, { "cell_type": "markdown", "id": "3d29efa8", "metadata": {}, "source": [ "## 对象追踪" ] }, { "cell_type": "code", "execution_count": 57, "id": "e133bee1", "metadata": { "ExecuteTime": { "end_time": "2021-12-12T13:39:32.988105Z", "start_time": "2021-12-12T13:38:59.636498Z" } }, "outputs": [], "source": [ "cap = cv.VideoCapture(\"/home/god/Projects/rm/Datasets/2蓝方标准曝光.mp4\")\n", "while(1):\n", " # 读取帧\n", " _, frame = cap.read()\n", " # 转换颜色空间 BGR 到 HSV\n", " hsv = cv.cvtColor(frame, cv.COLOR_BGR2HSV)\n", " # 定义HSV中蓝色的范围\n", " lower_blue = np.array([110,50,50])\n", " upper_blue = np.array([130,255,255])\n", " # 设置HSV的阈值使得只取蓝色\n", " mask = cv.inRange(hsv, lower_blue, upper_blue)\n", " # 将掩膜和图像逐像素相加\n", " res = cv.bitwise_and(frame,frame, mask= mask)\n", " cv.imshow('frame',frame)\n", " cv.imshow('mask',mask)\n", " cv.imshow('res',res)\n", " k = cv.waitKey(5) & 0xFF\n", " if k == 27:\n", " break\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "538e539f", "metadata": {}, "source": [ "# 图像的几何变换 " ] }, { "cell_type": "markdown", "id": "cfe06717", "metadata": {}, "source": [ "## 变换" ] }, { "cell_type": "markdown", "id": "9b0dbe09", "metadata": {}, "source": [ "### 缩放" ] }, { "cell_type": "code", "execution_count": 100, "id": "3c20d804", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T06:50:37.767320Z", "start_time": "2021-12-13T06:50:36.311248Z" } }, "outputs": [], "source": [ "img = cv.imread('/home/god/图片/头像.png')\n", "res = cv.resize(img,None,fx=0.5, fy=0.5, interpolation = cv.INTER_CUBIC)\n", "#fx,fy为倍数\n", "cv.imshow('res1',res)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "code", "execution_count": 101, "id": "8d2aec4e", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T06:51:07.764202Z", "start_time": "2021-12-13T06:51:06.291387Z" } }, "outputs": [], "source": [ "height, width = img.shape[:2]\n", "res = cv.resize(img,(2*width, 2*height), interpolation = cv.INTER_CUBIC)\n", "cv.imshow('res2',res)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "2c84f8c3", "metadata": {}, "source": [ "### 平移 " ] }, { "attachments": {}, "cell_type": "markdown", "id": "21c0a9c8", "metadata": {}, "source": [ "平移是物体位置的移动。如果您知道在(x,y)方向上的位移,则将其设为$(t_x,t_y)$,你可以创建转换矩阵M,如下所示:\n", "$M=\\left[\\begin{array} \\\\1 \\ 0 \\ t_x \\\\ 0 \\ 1\\ t_y \\\\ \\end{array}\\right]$" ] }, { "cell_type": "code", "execution_count": 114, "id": "e88a004f", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T06:57:02.642478Z", "start_time": "2021-12-13T06:57:00.840751Z" } }, "outputs": [], "source": [ "img = cv.imread('/home/god/图片/头像.png',0)\n", "rows,cols = img.shape\n", "M = np.float32([[1,0,100],[0,1,50]])\n", "dst = cv.warpAffine(img,M,(cols,rows))\n", "cv.imshow('img',dst)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "d3c96030", "metadata": {}, "source": [ "### 旋转 " ] }, { "cell_type": "code", "execution_count": 118, "id": "f6c6c2ea", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T07:02:29.312185Z", "start_time": "2021-12-13T07:02:27.611051Z" } }, "outputs": [], "source": [ "img = cv.imread('/home/god/图片/头像.png')\n", "rows,cols,rgb = img.shape\n", "# cols-1 和 rows-1 是坐标限制\n", "M = cv.getRotationMatrix2D(((cols-1)/2.0,(rows-1)/2.0),90,1)\n", "dst = cv.warpAffine(img,M,(cols,rows))\n", "cv.imshow('res2',dst)\n", "cv.waitKey(0)\n", "cv.destroyAllWindows()" ] }, { "cell_type": "markdown", "id": "351754fd", "metadata": {}, "source": [ "### 仿射变换 " ] }, { "cell_type": "code", "execution_count": null, "id": "cafab85a", "metadata": {}, "outputs": [], "source": [ "img = cv.imread('drawing.png')\n", "rows,cols,ch = img.shape\n", "pts1 = np.float32([[50,50],[200,50],[50,200]])\n", "pts2 = np.float32([[10,100],[200,50],[100,250]])\n", "M = cv.getAffineTransform(pts1,pts2)\n", "dst = cv.warpAffine(img,M,(cols,rows))\n", "plt.subplot(121),plt.imshow(img),plt.title('Input')\n", "plt.subplot(122),plt.imshow(dst),plt.title('Output')" ] }, { "cell_type": "markdown", "id": "e0f380c1", "metadata": {}, "source": [ "### 透视变换" ] }, { "cell_type": "code", "execution_count": 119, "id": "55ae1ab1", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T07:03:42.162139Z", "start_time": "2021-12-13T07:03:41.960524Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = cv.imread('/home/god/图片/头像.png')\n", "rows,cols,ch = img.shape\n", "pts1 = np.float32([[56,65],[368,52],[28,387],[389,390]])\n", "pts2 = np.float32([[0,0],[300,0],[0,300],[300,300]])\n", "M = cv.getPerspectiveTransform(pts1,pts2)\n", "dst = cv.warpPerspective(img,M,(300,300))\n", "plt.subplot(121),plt.imshow(img),plt.title('Input')\n", "plt.subplot(122),plt.imshow(dst),plt.title('Output')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4195d869", "metadata": {}, "source": [ "## 图像阈值 " ] }, { "cell_type": "markdown", "id": "3922fb34", "metadata": {}, "source": [ "### 简单阈值" ] }, { "cell_type": "code", "execution_count": 121, "id": "97d10cd4", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T07:05:47.526912Z", "start_time": "2021-12-13T07:05:47.204360Z" } }, "outputs": [ { "data": { "image/png": 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Dq9WqPO2+MBgMCCFUMlDG07Oyskgmk9TV1aVv7DTS+JRgRAY4mUzS2dlJVlbWiD1fiXA4TG5uLh6PR4UU9Ho9sVhMebvS6KYazVTdCfm+1FCQHnE4HKazs7MX20AyIVKP1dnZiU6nIz8/n9LS0mFV8Hm9Xvbs2aMMqwwv9J0cJOR4UxOZiUSCWCyGx+NBCEFDQ4PStEgjjTTGL4ZtgGWlm9vtPiTPV2LChAkUFRVRW1urjGokEiEYDPbbV4YNpGGTYYa+YQW5b0tLC4lEQhlEOf5UulpXVxeNjY3Y7XaMRiMWi2XIybBYLEZNTY0qfU4kEoTDYbq6ulSyre/3M5hgkZwYMjIy8Pl81NfXD8g2SSONNMYPhk1Da25uprCw8JBLjSVkwQWA3+8nMzNTUcf6njvV+Mpk3EDJOqkoJr30vkZaCEEymSQUClFXV6cqzEYy9oqKCmKxGHV1darKS24bKIyRmohLhYxF6/V6srKyqK+vBzgmhIPSSCONkWFYBjgWi5GdnU1+fv6oGgWDwUBpaSmdnZ3U1dURi8XIyclRS3UZTx0sqZVqlKWBDYfDGAwGPB5Pv8/Ksbe2tmK32yksLBzR9aRS3sxmMx0dHYrnC+ByuQb8nPSA+4oZJZNJ4vE4VquV7OxsqqqqsFqt5ObmDntsaaSRxtGPYVkdo9FISUnJmGgnCCFwu92Ul5cTi8XYuXMn7e3tJBKJXsv5VE9YxoulJy7/1TSNcDjMhAkTVOluqqHW6XSKmnYo9LlUmM1mcnNzKSwsRK/XU1lZSWVl5YAJNWmA+/IoE4kE0WiUcDiM0+kkJycHr9c7bulpaaTxacewDLDZbB42PWu4sFgszJkzh+LiYnbs2MH+/fuJRCLKCKdygQcKQwghCAaDJJNJVdxgsVgwGo0qPhyPx4lGo2RkZIy4bHogCCGwWq2UlZVRWlpKc3Mzu3fvpr29vRcjIpWv3JeZIV/xeJzCwkKsViu1tbXHtABPGmmkMTCOyuCi0WhkypQpLFy4EICamhpCoVCvBFtq/NlkMqm/o9Eo9fX1eDwe2tvbqampwWg0KspXIpEgFAqp8uCxqNDS6/UUFhZSVlZGMBiksrKyV6GFNMAH4vvKmHB+fn4/yc800khjfOCoNMDQbaRcLhczZ86krKxMlRNHo1FisVivijiz2ayMsN/vJ5lMkpeXR0FBAdDd6gW6DXsgECAWi5GRkTGiUIo0jAeDTqejoKCACRMmIISgqamJxsZGRa1Llcg80Lni8Xi/iro0Rh/jrfgljW4c7SXwYxtPGAXodDoyMjJUtVggEMDv92M2m7Farb0q13w+Hx0dHUoOUwjBxIkT2b59O/F4XAm5O51OpRUxVCQSCXbt2sWqVavweDycccYZysAfaOx5eXno9Xrq6upobGzEZDKRlZWlCjEOBBlOsVqtR/2NdCxj9+7dvP3223g8HpYtW3bI3PY0jg5MnjyZz3zmM3i9Xt544w06OjqO9JD64Zhxq3Q6HXa7nZycHHJyunvb+Xw+JcgTDoepr68nmUxSWFioDJbFYmHatGnYbDai0WivSrehGrVYLMYrr7zCM888w+zZs1m0aBG/+tWvlNbwwcadk5NDaWkpgCq7TiQSvcqSUyE9e+kBu93utAEeA8TjcV5//XXWrFnDFVdcwaJFi3jooYfSlYjHOAwGA2eddRYnnXQSTz31FB988AG33HLLUVkSf8wYYAkpzJ6VlYXFYqGlpYU9e/awfft22tvbKSsr6yfvaLVamThxIqWlpZSVlQ2r0q25uZknn3ySPXv2sHDhQo4//ngmTpxIbm4u77zzzpDHnJmZydSpU9HpdOzZs6cX17nvWORyOBQK4XK5xjzx+WlEe3s7TzzxBBkZGVx99dU4nU6Ki4spKCjg3//+95EeXhojRGZmJldffTWdnZ088cQTdHV1UVdXR0NDA6eccsqRHl4/HHMGWEIatQkTJpCfn09hYSGTJk0atBWSlLCUOg0Hg6ZpbN26lXvuuUcVn0yZMgW3241er+fcc89ly5YtQ44dypj29OnTVTeOA0Hyn9MdJEYfW7Zs4aGHHmLhwoUsWrSo1/1yzjnnsGbNmiM4ujRGihkzZnDLLbewZs0a1qxZ0+vZfPnll1m0aNERHN3AOGpdq3A4zKpVqzAajSxatGhQxoLFYiE/P1+xBUYjWZVMJlm/fj2PPfYYM2bMwOPxkJeXh9PpRAhBKBQiJyeHgoICEonEsDxUu93OtGnTlG5wZmZmv32EEKpf3XhLvsXjcVatWkUikeC0007D4XAc1vNv2bKFJ598kttuuw2Px9Nve1FRESUlJarpbBpDg8FgYPny5ej1ev71r3/h9/sP6/mPP/54rrjiCh544AG8Xm+/7fX19dTU1PQrfjrSOCoNsKZpfPDBB7z11lu0tbXxhz/8gSuuuILTTz99QEPctxCj77GgO44bDAZ7tS/SNA2Hw0FeXh4mkwmTyUQ0GuX111/nrbfeYvr06eTl5ZGdnU1RURFOp5OGhgZqamqYNGmS0kLOysoa1vU5HA6mTJnCvn37CAQC2O32XmOXYx6Pybc1a9awceNGQqEQTz75JFdeeeUhGeJEIkFXVxfxeJzGxkYVv5XtoCwWi5og33jjDfbt28edd9456Plkmbrf71fa1GkcHIsWLWLOnDnYbDauvPJKnnzyyUMyxFKm1WAwkJ+fr+K3HR0d6neWtM5ly5YxadIkfvzjHw96PsmacjgcdHZ2juwixwBHpQFOJpO89957XHvttdTV1dHc3Mzq1at55ZVXmD59OmeccQbl5eWqAWdfRKNR6urq2LJlC7t27WLfvn3s37+fxsZG1XpIMidycnLIzMyktbWV0tJS7HY7O3bsYNGiRUybNo28vDwyMjLIyclh27ZtVFdXM3PmTLKysigrK6Ojo2PYBhi6Y1UlJSVqVpbXIql04zX2++6773LNNddQVFREXV0dL774InfeeSfl5eUsX76cSZMmDRp2SSaT1NfXs3HjRvbv38+OHTvYtWsX+/fvx2q1MmXKFEwmExaLBZvNppgwLpcLt9tNW1sbd91110EZMJMmTaK1tTVtgIeBpUuX8sc//pH6+nqKioo4//zz+dGPfsTevXtZtWoV+/btG7Rxp06no7CwkLlz5zJx4kSmTZvG1KlTmThxIsFgkD179qgKUdl2TMrAdnR04PF4+OEPf3jQpPj+/fvJzs5OG+CDQf5QM2bMoKioiL1791JQUEB7ezuVlZU8/vjj6HQ6Zs2axZIlS3pRvTZs2MCaNWvYv38/brdb8YMrKiqYMWMGJpMJh8NBOBxWybhYLEZ5eTlWq1UJw8fjcYxGozLKsqV9LBajra2NsrIycnJyRjzDCyHIyckhHo/T3Nys4tPhcFhV8Y03hMNhEomEYqkUFxdz44034vV6WbduHatWraKlpYXjjz+ek08+WbFdGhsbWb9+PZ988gmffPIJc+bMYcOGDWzcuBGz2UxbWxszZ86kpKSEF198kXvuuQeDwcCePXu46KKLKCgooLq6mj179vDmm2+Sk5PD3LlzBy1B93g86S4ew4DFYkGv19PQ0ICmadTW1vLII4/g8XhYsGABy5cvJzs7m61bt/Luu+/S2toKQH5+PvPnz2fWrFnMmjWLTZs2MW/ePObOnUs4HFaiVDU1NZx//vncfffdxGIxpkyZwvPPP09DQwMlJSVMmTKFz3zmM7S2trJx48ZBfzuv13vU9V8cMwMcjUYPSWOhoqJCKYMJIdizZw8WiwWXy0VXVxeBQIDa2lp+//vfs23bNnJzc3E4HHg8HrKzs7HZbDidTjVrWiwWPB4PZrMZr9dLMpkkIyNDFVWYTCY0TSMzM1OVFP/617/GbDZz6623ctxxx1FWVkZdXZ0a4549ewgEAsyaNWtEoQKpQRwOh/F6vWRnZxMIBPB4POOy3YtOp2PBggX94toej4cVK1Zwxhln0NTUxNq1a3nmmWd4++23KS0tZcaMGUybNo2mpibee+89Fi5ciM/no6amhjlz5vDQQw8xd+5c7rrrLkKhEMuXL6egoKBXxWRWVhZz586ls7OTO+64g1AoxF133cWUKVP6jXP79u10dHRw3HHHHZbv5VhHMplk3bp1/QqUvF4vr732Gm+++SZ5eXksXLiQSy+9lNNPP52qqiq2bt3Kjh07yMvL4+STT2bt2rW4XC5KSkrYtGkTV1xxBZs2beIHP/gBVquVVatW0dDQ0KuKtK2tjU2bNpGRkcF9992H1Wrl+9//Pnv27Ok3zuOOOw63282OHTsOy/cyFIy6AZZls11dXZjN5hHF9qSnJEuGPR4P5eXl1NfXY7PZcLvdBINBNm/ezIYNG1i6dCllZWVEo1FaWlqIxWKqSaf812g0quq3xsbGXoF4adglUVvqTdx4441UVVVxzz33sGLFCq688kqVNZdc3dbW1kOK0+r1evLz8/nkk0/Yt28fubm545b3GwgEDrhMNBqN5Obm0tDQwN///nduuOEGzj//fPx+P+eddx7btm1Tkp81NTUATJs2jXPOOYdoNMrOnTuxWCy92k/1RUZGBg8//DDvvvsu9957L0uXLuWaa67p5xkNtlxOoz/sdvsBwzqxWIzm5mYKCgr47Gc/y69+9Sv+8Y9/4HQ6eemll5g+fToWi4VIJEJJSQkAO3bs4NVXX8VkMjF16lTC4TCBQAAYuGqxs7OTm2++maVLl/Kd73yHd999lz/+8Y/9GhscbayiUU2xa5pGa2srVVVVOJ1O/H7/kIoV+kJ2smhra6O6uhpN08jKyuK4445j8uTJ2O12Xn75ZRKJBF/96leZNm0aJpOJ7OxsDAZDL+lJt9utYqnSsErvPJlMqvZFLS0tRCIRhBCq4MPpdDJv3jy+9a1vUV1dzR133EFVVRUOhwMhBE6nk6qqqn7tjQKBAM3NzbS3tw+ps4XFYlFC8Pn5+UfdMmk0caDvw+/387//+794vV7+8pe/cMUVV+BwOMjMzCQrK4tQKISmaXR1dfHjH/+4V5imo6ODPXv2UFBQcFDCvclk4owzzuDnP/857e3t3HrrrWzfvl1tnzBhAlVVVf0+J+9Ln8+X1ubogwPdsw6Hg//+7//G4/Fw2WWX8dRTTxEIBGhvb6etrU0lm51OJ9/61rfw+Xzqs263mylTpgypUW40GuXNN9/ka1/7GpmZmTz44INMmzZNba+qqmLChAn9PmexWMjIyDginclHzQPWNI2Ojg6ampooLS0lEomojKPRaBx2QqmtrY2srCxWr15NMBhk2rRpGI1GTCYTf/rTn7Db7cyfP594PK6q5BKJBJmZmQQCAaWS5nK5aG9vV565zWZTsUWZiJMesl6vx263Y7PZMJlMhMNhFfu99NJL2bBhA//4xz+YPn26ElxvaWlRS91oNMratWt5+OGHFetiwoQJ3HTTTeTl5ZGbmztor7uJEyei1+sPOy3rcCPV0KUiEolw5513cvzxx/PlL3+5l/dqNpu5+uqrWbVqFZqmEQqFOPvss3vpJGdlZfHjH/+YjIyMIVc8uVwuvv71r/P+++/z6quvqpCDw+FQ3hZ0My02btzIz372MxXSKi4u5pZbbiErK4uioqJxuWIZDgYL15jNZn70ox+xZcsWfvvb3/ZyViKRCE888QTLly9XYb9XXnmlF0e+ra2Nb33rW3R2dg65QtHn8/HAAw+wePFizj77bBVy8Pv9vZ4vvV7P3Llzue2221Titra2loceeojW1lbq6+vHXCNkVAxwMpnE5/NRXV2tEixSUtFkMtHW1kZ2dvagvMqB1M2ampowmUyUl5ezfft2CgsLycjIUNVLM2bMUPtC95cZjUZxOp3YbDaCwSBGoxGHw6H6sBkMBux2O5MnT1YlzKmaEqkCPwDBYFB5y3a7nXnz5uHxeNi+fTvHHXecaiOUTCaprq7mkUceYcOGDXz/+99n2rRpRKNRfve73/Gd73yHZDLJ4sWLufXWW/st16QW8qcBnZ2d/X5vgCeffJKlS5eycuXKAY3ZWWedxYoVK3j//ffJzs5Wk6ekIun1eq677rphj0cIwcknn4zdble/ayqampr45S9/yTvvvMMvfvELpk6dSiAQ4JFHHuE73/kO0WiUs846i5tvvnlcr1wOBkkP7WuwrrzySt59912ee+65AY3Z66+/zmuvvcaSJUtobW1VdkM6bIlEgscee2zY49E0jffff59AIMC0adP6xX3z8vL4r//6L0499VRuuukmdu3ahd1u54YbbuCHP/whJpOJ1157jV/84hdj2p/xkA2w7Cjc3NxMUVGRugl1Op2SkJQC6TI2l4pQKMSqVav4+OOPMZvNXHDBBeTk5NDW1qYoY5WVlRgMBmpqati7dy8LFiwA/qOZEIvFiEQiJBIJcnNzycrKUvFASUsKhUIYDAacTqc6ZiQSwe124/F48Hq9inxvNBqJxWLqJR/0SCRCQUEBH374IQ6Hg2Qyiclk4u233+bRRx/lkksu4bbbbmPXrl1s27aNRYsW8Y1vfINIJILf7+f666+noKCAa6+9dtyT/GOxGG+//Tb//ve/MZvNXHzxxeTl5VFVVUU0Gu3lpdbX19PY2Mjtt98+6BIwNzeXf/zjHzz33HMUFRVhtVpZunQpq1atUqulQ8GcOXN47bXXcDqdSk/6tdde4/HHH+eKK67g61//ugp5mEwmvvWtbynH4/rrrycjI4MvfvGLhzSGYwFGo5HTTz+dpUuXEo1GeeaZZ2hubqa0tBSTydTLSy0sLCQ/P5/7779/0JBNc3MzF1xwAStXrqSuro5QKMS7777L8uXLycrKoq2t7ZDG+/HHH7NixQr8fj92ux2dTseKFSu49tpreeqpp3jggQdUyCMajfKTn/wEnU6Hy+Xi0Ucfxefz8fvf//6QxnAgHJIB1jQNr9eL1+slMzOzV/xVr9eTTCZVsiscDvfi7fr9frZs2cKLL76IzWbj1FNPxefzcdddd2G326mrq+ONN95gxYoVLFiwAJPJxOuvv86sWbMIBoN4PB4Vv5XJNhkGkV5MOBxWcV1N0xQToqioCJ/PRywWo6ioCLfbjd1uJxgMKrlKv9+PwWBQXrOmaUQiEUKhEAUFBfz5z39mxowZRCIRXn31VW699VZycnLweDw4nU5isRhCCFpbW9m1axcnnngit956K3feeSeTJk1i6dKl49IIh0IhPv74Y15//XVycnK46KKLqK2t5Rvf+AY2m422tjZWrVrF2Wefra5/1apVXHXVVQcNUxkMBi677DL1t6QTDqdjiPSw+jZGFUIwY8YMnn76aYqLi+no6ODVV1/lF7/4xYDGXYa4MjMzue2227jllluYOHEip59++rgMR1itVmbPns1ZZ51Fc3Mzf/vb3yguLua+++4jGAySlZXFsmXLeO2119Qzv3z5cv785z8f9PeJx+P85S9/UX/7/f5eBTRDgRACg8GgOuhISEmByy+/nNraWtxuN2effTY33XTTgMZdysS2t7dz//338/Of/5x9+/bxr3/9a0zCESM2wJqm0dbWpoxvajWaXGKmLknC4bDyfAKBAA8++CAVFRVkZ2dz2mmn0dTUxOmnn86ECRNIJBLKyL3wwgusXLmS5uZmamtrKS8vB7q9EJfLhclkUupier2empoaLBYLJ554IuvWrSORSOBwODAYDCpDbjabqaioAFBdmGVl3OTJk6mqqmLdunV0dXXhcrlU6EFqAWdkZNDY2Eh1dTVbtmzh29/+Nn6/n9raWoqLi5k+fbq6bqlhDHDaaafxk5/8hB//+MdYrVYlOD9eEA6Huf/++5k2bRpZWVl8+ctfxmg0Mm/ePKZMmYKmaRQXF/Pzn/+cYDDIpZdeitfrJRaLDZgcSYWM9acazeuuu66XOl4qZDK0ra0No9FIYWEhAA8//DD/+Mc/OO+887jiiivIzc1V925JSQmNjY3s3buXjRs3cu+99w7Js16yZAm/+MUv+P73v4/H42HOnDnD+NaOflgsFm6//XZ27NhBa2srv/vd74jFYmzYsIFdu3ah0+mora3la1/7Gna7nb/+9a94PB6MRiPV1dUHPLbMwaQazccee4yWlhZaWlr67S+EwGazkZ2dTSwWU81rb775Zi644AJeeuklnnrqKZqbm9UzWFNTQ35+PuXl5cydO5dvf/vbQ/KsV69ezf/3//1/3H333bS3t7Np06ZhfGtDw4gMcDKZJBAIEA6Hexlf+SXKVjupbdl1Oh2BQACTycSGDRsoKytj8uTJnHXWWQghVKJu5syZ7N+/n+bmZq699lpuuukmTjvtNF566SXy8/NJJpNkZmaSnZ3NpEmTMJlMqmOGyWRi0qRJZGdnYzQasdlsdHV1qeILg8GggvDBYJA1a9bw/PPPs2PHDkpLS7n44ospLy8nKyuLE044gXg8js/nY8uWLRiNRpxOJ5mZmcTjcc455xzuvvtuXC4XZWVl6jqlRx4IBFSzUelR1dbWMmfOHC699FKeeuopTjzxxHGl9bB+/XomTpzIpZde2m9bamz1pptu4gtf+AKnn346q1atGpJISmrvPwlJ4E9FR0cHH3zwAX//+9/55JNPKCgo4Atf+ILq4n3llVeyYsUKdDodGzduxO12M2PGDKXzcckll3DDDTdQVFSkJEQPBiEEJ510EpdffjlPPPEEs2fPHlde8Pz589m/fz9//etf+21Lja3+4he/4Pe//z1vv/02y5YtG5Ko0UBNCWTBTSrcbjcnnXQSn/3sZ5k1axYNDQ38/ve/V8UfTz75JK+99hrJZJK5c+fS0dHB1q1b6erqQtM0nnnmGR555BHq6uoGZLgMBE3TWLNmDU8//TRXX301H3/88ah7wcM2wLIEMBqNKmMjjUhq23jozcOU4uIOh4P169cD/6njz8nJYcKECSp+LGvA3W43Z5xxBuvWrWPbtm0sWbKEcDhMbm4uxcXFOJ1OksmkEk/RNA2r1ar6v1VUVBAMBlUs2uVyYbVa2bhxI9/73vcwmUycfPLJfOlLX1IVb3V1dTQ1NSkusc1mY+rUqQSDQXbv3k1rayuFhYVMmzaNa6+9ljVr1qiOHKnfj0wWzZ8/H5PJRHV1Nfv378disXDCCSfw6KOPEgqFBoyLH4vQNI1NmzYNKVPtdrv57Gc/y6ZNm9iwYQMXX3xxv336xgyHYtA2bNjAPffcg16vZ9myZfy///f/lDi/RHZ2NtnZ2QAqGfvoo48yb948Fi1axIknnsh3vvMdnnvuuWEXw8ydO5ff/va3xGKxcVNII4Rg9uzZQ+LPdnR08MILLzBnzhxOOOEEnnvuuX779HU4hmLQ5s2bx9133008HueNN97gf/7nf9i7d2+v5Fhra6uqsNuzZw9Wq5XrrruOjRs3smbNGj788EPuvfdeVq5cOewqx40bN/KlL30Jo9E46hWSI/KAw+GwEi1J7UQsMVD7eIlNmzYhhOCiiy4iPz8fgJ07d1JdXc2cOXPIyclRDwjA2WefzQMPPMDEiRPR6XRkZmZit9txOBx0dXXx9NNPs379eqLRqBJcP/vsszn//PNV9c3OnTtpa2tT4Y17772Xq666is997nOqZ5tsWySLQFKXvJIbXF5eTmVlJV6vl6amJrKzs/s1BfV6vXz00UdqhZCfn8+ECROYPHmy0pxta2sjEAgoIZ6hQE5uR6vHvHXrVjRN45prrhnS/meeeSY//elPOffcc/sZq66uLh5//HHWrVunJkKj0cg555zDZZddNiDbIBKJcN999/HVr36VM888c8jxQ6vVyvXXX68qHHU6HVOmTMFisQzbi/V4PPj9fnw+X697+FjG9OnT0el0/PGPfxzS/v/85z/5xje+wcsvv9zPWDmdTq699loWLFigVrzRaJRXXnmFv/71rwOyDcxmM3fccQe/+tWvWLVq1ZDj/aFQiMcee4yioiKg+/nZvXu3opYOB16vF6fTicvlUkZ+tDAiA2w2mwkGgyqR0feCksmk6mScSjnS6/Vs2LCBk046iaamJvLy8hBC4PV6CQQCrFmzhoULF/biVUrxjLy8PBUSiMViuN1uMjIyuOKKK1i5cqUKvm/dulWVppaXl5NMJuno6CAajbJjxw4WL17Mr3/9azIzM9HpdHR0dOD1etHpdMTjcfx+Py0tLSoJJ+vcJUe3rKwMnU6neMCp4Qf4T+cOIYRKDEK31yelJzs7O1UL+qEgkUjQ2tqqSrOPRmzYsIEzzzxzwHjsQMjOzsbv93PCCScozrQUv3E6nXzlK1/h8ssvV4ncnTt3ct9997FkyRImTpzY61iSq/273/3ugDzq2tpaVq9eTUZGBrNnz1YOgNVqZfLkyWo/2cpquJAFOmNJWzrcOOGEE/jnP/85YDx2ILS2tuJwOPjoo49UGFCK33R1dfGb3/yGp59+Wj1DFRUV3H777bz//vvKCZKQsqxf/OIXe/Gy+6KoqIglS5bQ2dnJxx9/TGNjI9BthFNLkpPJJPv37x/mN4DqMzkWNMNhG2AZBPf7/dhstl5ZR2mM5Xup5b7SEEtvRipVSWaB3W5XFLK+nsfpp5+Ow+Fgx44dZGVlYTAY2L9/v0rEyWSf0+nk1FNPZenSpZhMJkKhEC+99JJaPv373/9m+vTpqpebpmnk5ubS2dlJOBymra1NEe0DgYAaq8lkQqfT0dzcjNlspqysTGXTu7q6CIVCiuHhdrtZtGiRSiwM1PqosrKSioqKIRlTTdNob2+no6NjyMbtSMDn8w07a33hhRdisVj41re+xcqVKznppJPUdlnZKFFQUMDixYtVgcyqVas4/fTT0ev1PPfcc6xYseKAXqemaWzbto0///nP7Ny5kwULFrBs2TKmTp1KfX0906ZNY/r06Wps7e3tw/4ONm3axMSJEwfUGT5W4XK5hs0yeeGFFwiHw/z4xz/m2Wef7RULjkajvbzIhoYGVq9eTTQaxWKxsHz5ct5++20SiQQrV67ktddeO6DXKdkrV111FRUVFaxbt4433niDXbt2UVBQwM6dO9m2bZvafyD97YNhzpw5auU72hiRBxyPxwkGg7hcrn6Uj74xYYlkMolerycnJ4eOjg5OO+00RaZfunSp6m7cd4ldXV1NW1ubaiMvjafsBxeNRonH42RnZ1NSUqI8YzlRLF++nGeeeYYNGzbwla98pZcRk6GF6dOnk0gkCAaDyhBXVVWpklPpefv9fkVRkfzhSCRCU1MTEyZMUMZWesyDoa2tjdmzZx+0YkvyTMPhsBKXOVpLYKVWh2SpHAzV1dVEIhFaWlpYsWKFSsTV1tZiMpl6VblJyFCFxWJhzpw5/PnPf2bjxo1cddVVB13yCyFYtmwZixcvprKyUi1FA4EAb7zxBtu2bVNSmFIferhobm5m6dKlR2XvsZFCKhHu3bt3SPuXlJRgNpvJycnhtddeY+3atUC3lyo1IfpCrgTD4TCbNm3iqquuYu7cuTzxxBMHXfJrmsYbb7zB6tWrKSsrU86Ww+Fg2bJlzJgxQ0lhNjU1jSiGm5uby7vvvjsmvQJHbIBbW1tVDFR6t3K53ZdfKaFpGqWlpbz33nucdtppat8DxUH37dtHfn4+Xq+XoqIiJYK+Z88e3G63+tI9Hg+ZmZm9RMyFEJSUlHD99dfT1dXF/PnzBzSM8mGzWq1omqaSbOFwWC07mpubaWxsxOv1qnZIHR0d2O12Vd01VMgqvAPFGKUoeCgUIisrC7PZjN/vP2qXt6Wlpbz00kssXbp0SPvv3LmT448/nnA4zLJly4Bub+j888/niiuu4I477jjg50tKSrjyyitpamrq5TkfCDqdDofDwfHHH6/e0zSNefPmkUgk1MPb2dlJcXHxkI7ZF+OJ/QDd+gnnnXce77333pD2nzZtGlu2bMFisfDGG28A3auXF198kaeffpr77rvvgJ+vqanhySefJC8vb8itoeSzsmXLFvWeEIINGzag1+uVsFJGRga1tbVDOmZfjFVJ8ogyOg6HA4vFQmdnZ68knKSeyeX5QCgoKGDz5s00NDQc9DxSOKejowOdTkckEiEQCGA0Gpk1axbnnXceZ5xxBqeeeipz585lwoQJ/TwXTdN45513CAaD3HnnnQedUSV/2WQyqfb1FouFkpISTjzxRM444wylBbFt2zby8/MxGAzDSo7F43EWL1486MMq1eTkKkN6VEajcURJhMOBCRMmsGXLFpqamoa0v81m49///ncvjz4vL48///nP3HLLLUM6xvvvv09HRwe33nrriCumpGB76tJ09erVI+LyWq1W5s+fP6JxHK2orq7m+OOPJy8vb0j7B4NBTjnllF7PQ1NTE1dffTUPPfTQkI6xZMkSMjIyePDBB0ec85BspNRQ0uLFi9m4ceOwjxUKhRRza7QxIgOs1+vJzc2lqalJMSFSeb+JRGLAvkvJZBKLxcLcuXN5/fXX+20fKJnX0dGBz+fDZrOpFkKzZs3irLPOYuLEiTgcDkU9S+Udpx5z+vTpfP/73+eKK64YdpxS/isZEUajUXXUkDrDfdX+5cQRjUYHNJZyJTAQpNpXOBzG4XBgMpmIx+O9uigfjWEIh8PBqaeeyjPPPDOk/f1+Px9++KFKhEG3hzp9+vQhLeE1TWPKlCncf//9fPnLXx617iGaplFfX8/MmTOH/VnJ+x5P8Pv9vPPOOwNSBQeC3W7nxBNPVIkw6L5ft23bNqQlvBCC3bt3c8cdd/Cb3/xmWPHngx23sLCwl5c8VMTj8SFzh4eLEd+1mZmZVFVVEYvFFElep9ORSCQURW0wLF26VGVVJWUtGAzS2tqK2+1Gp9Ph9Xrx+Xzs3LmTwsJCXC6XqoCRBRhDWe7JTCswal1R5ezq9/uxWq1qzHJbY2Mju3btwmq1qthtTk6OEuHp7Owc0GOWxjcYDComRTQaVd+pLLc8Gj1ggM997nOsXr16SPvW1NRwySWXjFiESAih4s0jMZaDoa2tjSlTpoyoHdHOnTtHdSxHC/72t7+xePHiIe07YcIEnnnmGaWtPVxomqbizSMxloMhKyuL3bt3j6gdUUVFRb/CkNHCiA2wzWajrKxMKRfJarbBDG8qC8JsNveK+3q9XrZu3ap6ocm2P9BNwZo8eTIOhwO9Xq8SdUcy1hYKhaisrFRGUvZxM5vNyjj7fD5aWlpobGxUQvBSKS4rK0slEyVSE26yKksqrclVhkxkHo0eMHSHSKZOnTqkfWURzNGGHTt2jLhEPCsra1wxICRisRi7du0a0r7RaHTI8eLDiYqKCpUQHC7a2tpGxIoZCkbM6pcJjUgkgk6nw2Qy9WIxDGQkpOcmBW/ke21tbfj9foxGo9pHr9crGcjCwkJsNhsGgwGPx3NEixGkl1pfX4/FYiEWi7F582beeust5dUXFRVRVFSEyWRSDTdtNpv6/NSpU9UyW4YrpCZCZmamap0t1dgkZ1gqsh2taGlpGbLnI4WSjibIpXJqWGQ4WLBgwUEbfh6LyMnJGfJKxWKxHHUsEJ1Ox4wZM3qFRYaDdevWjaixxFBwSIEzq9VKNBpFp9MpBoGkSqUm5aQHJ41rMBhUD6qMzWRmZhKLxbBarSQSCdWcEuDtt9/mjDPOwO12k5WVdcRUxKSxrK6uVtcr329vb2ft2rVkZWUpqUq73U5+fj6TJk1ShR6pYRr5XTQ2NpKVlYXL5VLSnfF4XBVySC849XU0IhKJKHGUg6GiooIXXniBa6+9doxHNXRUVlYya9asEceTQ6HQuGNBQPdqRYoZHQw7duzgwgsv5PHHHx/jUQ0dZWVlfPLJJyOOJ6c+66ONQ3IlJUVLyvtJpBqYvpQ02aVC3uRCCBwOB7m5ucoQyyV6VlYWS5YsIRAIsHnzZsU7PpIGyOfz8fHHH+PxeJg0aRLTp09XUpw1NTVs2rSJtWvXsnPnTtrb22lpaWH37t18/PHHrFu3jl27dqkHNRwO4/P5lNi8/K5kKXTfyUwWuRytMWCbzTbkyfGUU06hq6uL995776i4Hk3TePPNN3tR1EZyjPGIUCg0YFJ9ILz77rs4HA5OPvnko2IyEkJwxhlnjGo8eTRxSB6wpGsFAgHFCU41joO13wmFQgNyhWW7mUAgQEtLC9XV1SQSCaZOncof/vAHdDodCxcuxO12q5jw4UQwGFSSfNnZ2RQVFWGxWEgmk7S2tmI2m9W1dXV10dXVhRCCrq4uVdQh34vFYvh8PnJzc1U3jng8rpbmspowtbBFfr9Hqx6EpmkHLWCQv3E4HObkk0/m3nvvRa/XD5nLO1aQkqYjbQkltbHHI2Qy+GD7SMrm+++/z7e//W3i8fiQubxjBRnS8/v9I/q8zNmMFQ7ZAFssFjo6OlTFWCwWUx6bLDdO9Vqbm5upqqoiPz+/V2VXMpmkra2NHTt2KOnG5uZmEomEamf+9ttvI4Rg6tSpmEwm8vLyejEQxgLS64xEItTW1vLuu+9iNpuJx+N0dnaSTCbJy8sjLy8PTdNobm6mublZtTJyuVyKoiZLrw0GAyaTqVfMW3aBDoVCxGKxfsk3GcIYLuf4cEIWpvSFpmmqa8lf/vIXHn74YTo6OgiFQpx88sm8+uqreDwexVY5Enj88ccPSZ95PCmg9YXb7R5Qi0E+42azmcsuu4ybb74Zt9uN1Wrl3Xff5ZxzzqG9vZ2dO3cegVF349prrx1x8g26V/ljmas4ZPKk2WxWVCm5bJahBmmoACV0A91L1TVr1jBr1iwaGxsxGAx88skn1NTUEAwGVaw1NZSRSCQoLCzkd7/7HTfeeKMScykuLsbhcAxr+XsgSIMoJ5R4PE59fT0+n4/Nmzezd+9e5s2bp7pvJBIJ3G43iUQCg8GgYsDymo1GoyqmiMVi2Gy2Xt2XpSJaqvGV7Ac5+UgusPz/aHFeRxv79+9n48aNLF68GJ1Oh9/v55lnnuHdd99l69at+Hw+qqqqVEJDp9PxwQcfcM0113DPPffwzW9+s5++7+HA22+/zUcffcR//dd/jfgYkUhkSMVFxyImTpzI3LlzWb16tcptXHrppSxdulRpKZeVlakEpOx/+Kc//Ym7776bn/zkJ2NG4zoQTj/9dObNm8cvf/nLER/DbDYPOf49EoxKTzgpXJMqTyk1FWTJrYz95ubmUlVVxVtvvcXixYtpbW2luroar9eLwWBQ4jeyTTvQq9XRjBkzePjhh7ngggs46aSTaG5uJhgMkpeXh9lsHlD8ZjiQBRR+v1+plvn9furr63nhhRdYsGCBCivI0EtGRkYvb1ZOPHJCstls5ObmYrFYiMfj7N27V4VvpF5xJBJRjAe5kgCU4JGk78lQz9GIZDLJhg0bgO774qc//Sk/+9nP8Hg8zJ8/n0suuYTGxkZisRiFhYXMmDGDUCiE1WqlqqqKlStX8j//8z+cc845h83L37JlCz/4wQ/46U9/ekjZ+2QyOaYP6pGETqdj7ty5QLfX+81vfpPbbrsNr9fL+vXreeaZZ8jPz8doNFJfX8+WLVuw2WyEQiFKS0t57rnn+O///m9effXVw5a/Of7447nrrru44447DsmD1el0Sqp0LHDIBlhqM0g9hGAwqLxe2ZXYbrdjtVqVYlg8HsflctHV1aVaxmRkZCidX9nZWLIhQqEQnZ2dtLW1KSGWN998k+3bt3PeeedRXFysuiBLMXfpJUrZyYGQ6u0mk0nC4TD19fVEo1FlZOX7//jHP1iwYAGZmZkqPhuLxWhsbMTv9zN58mTy8vIIh8OKwWE2m9W15eTkYDabqaysxOl0qjEYjUal2i9pZzJk4XA4iMfjhEIhHA6HOsbRjNTv+9ZbbyUvL49TTjmFGTNmDMjfbmtr4+KLL+aDDz7A5XLx5JNP8sYbb3DDDTcwZcqUMY3zRyIRfvSjH/GVr3yFE088Ub0vk07D6Us22jqxRxtkmBHgwQcfpLGxUa1s+jZigG5O9LPPPstJJ52Ez+fjqquuYvny5fzqV79i9+7dQ07qjQRms5k777yT3/zmN71KiK1Wq5I0GCojYqx1nQ/ZAMtS4MbGRtxuNy6XS5XQDlYwIZfSssWQVJq32+3Kk5RlvNJgy5ghdH8p8+bNY82aNXz3u9+lqKiIK6+8ksmTJ2M2m4lEIsobHgjSm04kEjQ3N9PR0aF+EBn6CAaDdHV10dTURFtbG/PnzycvL095+V1dXUodTbY/qa+vJyMjA4PBoH5sm82mxHSEEErPWELGmDStu+mnpKC53W6lOic7OR/txrfvb52ZmclNN9006P5er5cvf/nLvPPOO0C3SPtvfvMbHnvsMa644gqmTp3K7bffPur6Cl1dXaxevZo33niDr371q/0EhCRVMBAIEI1GhyQDmqr9PN7Q12ttb2/n//7v/wbd3+Px8Nvf/pZTTz0V6BZp/8pXvqI6Ee/atYv7779/1PUVnE4nixcvZtmyZfz617/m3Xff7XcdUvzLZDINSeP4UFfUBz3+oR7A5XIxZ84cdWFDGXB2djbt7e3k5ubi9/vJzs5WN6/P56Ojo4PW1lYVD+7s7FQFH7K81+FwcO655zJz5kzWr1/Pli1bMJvNJBIJJk6cqGauvt5vMpnE6/UqZbNgMKioXZJOJ0MAHR0dRCIRpk+fjtVq7WU4ZVhFhmBkKKG9vR273a6af0q9YIfDQWZmJs3Nzb08YL1er5JukUhECb/Lwgu3231MGF+ASZMm0djYqJKFA2Hz5s10dnaSn5/Pgw8+yPvvv09eXh6nn346Dz/8MA6Hg5tuuonPfvaz/PWvf6W2tpb58+fj8/mw2+2j4hGvX7+e3bt3c+utt/arSIRuD0p+35WVlej1+oNWuO3fv39cdrmG7muTolODeY7HH388brebxsZG/t//+38sWbKEpqYm3n77bW6++Wb8fj//93//x9///ncuvfRSiouLWb9+PS6Xi0AgMCoe8fz585kyZQoPPvjggPF42XwXurnBiUTioMyViRMnjqm3fsgGWAgx7PLL3NxcbDYbu3fvxmw2o9fraW5uxmQy0dHRQUtLCzU1NSSTSVUBZ7VaVWjCYrEQjUYJBoNYrVZOPfVUjEajUsCXFXMDGQFJl2lvb8fr9arkndvtJhwOE4vFVAPPvLw85ZEHAgGampoUVUxOOJFIBIvFQjgcprOzk2g0qihmMktcV1dHZmYmxcXF7Nu3jwULFqjxyEmlq6sLh8OhknWyJ15mZqbyno92uN1uJZo0EHbu3MkXvvAFYrEY3//+91m+fDkrV65k6tSp/TR4i4uLufXWW9XfB2pzNVycfvrpnH766UPaNy8vb0gUpv379w9ZivNYQ0dHB8FgcNB7sKKigj/84Q+YTCa++93v8sYbb/D888+za9eufhq8dXV1/M///I/6W5byjwbefvtt3n777SHt29TUNCTK4cSJE/t50qOJw5pOTyQS1NXVsWXLFlauXMnEiROx2+0Eg0FaWlpU5Zw0aoAySiaTSb3k35FIROlPSJ2E7OxsCgoK8Pv9Spg9FdIAz549W+nyQrfxkBxe2VomtRNvNBrF5XLh8/lUJ1YZjpCZ0r1796py4VQBHb1eTzAYVHKaqV6XEAKn00koFFIevNFoVPHwY8X4QrcQy29/+9tBW7cYDAauueYacnNzOfHEE8nPzx/ytY1EHGc0ILmtB4MQYsQlzEc7qqur+fKXvzyoFnU8HudPf/oTzc3NfPjhhzQ2Ng55shyJOM5oQHLRDwYprjVWGJYBlgZEMhSG+vDInmabN2/G6/UyceJEFi1a1EvuMZU3LD0pKYgum/fpdDrcbjdOpxOdTkdGRgZWq1V5u1KuUuouDJZ80+l0OJ3OXqEAQH1Ojim1As1oNJKZmYnJZCIWi+H1elWc22AwUFRUpFo1NTc3K11ci8WCzWbD6XSSk5NDNBrtR+yW9J1YLKYmF4vFMqLGkEcSOp1uwE4WEuXl5dx8880q1HOsXFsqFTKRSPTj+yYSCXw+34iV3Y52JJPJATtZSOzdu5eHH34Yg8FwVFdq9kWq7oxer+9XbCKZWyNVdhsKhmWAE4kEmzdvxmaz4Xa7VUzO6XQOGP9KJBJKmrGlpYXS0lKOO+44LBaLyvrLvmk2m011fZCthiT9Sp4jLy9PeSPS05TqYG63e8gSlTB45wIZC25rayMYDJKbm0tLS4sSn7darTQ0NOD1esnJycHhcJCRkUE4HMZisWC326moqKClpUWFM4xGIx6Ph46ODtXMs9ePYDCg1+uVtyWTd8eKgRoOJF/6WIQshumLurq6A8a9Pw2QuZNjEdIG9UVRUdGYX9ew7hjZlVd2Do7FYgQCAcrLywesgGpvb2f16tUUFhayZMmSXoY3NbAtY7AWiwWXy6XYBdDtFTqdTiZPnozJZFJteeRS3WKxYDQaR82jisfj7Nq1i9raWgKBAA6HA5/Pp8ZjNptV6/qGhgasVqtSPZPVbR6PR1XGpXrhL7/8MhUVFQOGRWT3DdlSaTwaX/hPb8BjETLc1Bey2eunGZI5cixCMpD64pRTTmH79u1jeu5hsd2lcI7H4yErK0vxZQcjV9vtdqZNm8Zxxx2nFIVkfLQvHA4HoVBIEdoXLlzI7NmzmTBhAosXL6a4uFgVRcjCD4fDwYQJE8jJyRm1h1rTNKxWK0VFRTidThUWcDgcuFwu5e0nk0lCoZBiVMjW1ZKGJttuSyQSCVavXs3cuXMHNK4ejwebzXbEtY7HGmPR2vtIIplMsnbt2l6J1U8jjtZehSOF1J1Zt27dmJ5nRG3pJUKhkCp8GAiygaXMYB+oIsVut9Pc3IzNZlPdj6Xebk1NDdXV1QQCAWWghBDk5ORgt9tHtWrKZDIxadIkkskkZWVltLa2EgqF8Hg8WK1WmpubFTVOshUCgQA+n0/JScpQRSgUUu2UfD4fs2bNGrRa6mjVd0jjwGhqauLEE08ct1Vwn1bk5eXx4YcfDlledaQYtgGW3mtqme1gIiSybhwOPkPKbL+MAcvzSFWxZDKJy+VS4jalpaUUFhaOmeGSNDOZIJPnkQwF2b0iGo3S1tZGIBCgq6uLyspKOjo6EELQ3t6OTqcjMzOTl156iWuuueZTHSccb5DZ/yuuuOJIDyWNUYTBYODzn/88Tz311Nifa7gfkAHpUCiExWJRjITBII2zDFNIAyRjRtLQSlaDFL6RmUdZEurxeCgtLcXn82E2mw+LMLukkKXCYrGoyj+ZPZWUuGg0SiQSUcI6cv81a9Zgt9spKysb0/GmcXjx9NNPE4/HKSkpOdJDSWMUcdlll6HX66mpqRnzcw3bAMtwQiAQIC8vTyWNBtrP5XL1yyDKMkC9Xk9nZ6cyVJqmKS5uNBpVnqderyczM7NXl4l4PE57e7viBR9OdHV1sXnzZlpaWkgkEspAy67JUsxHZlYrKyv517/+xZNPPpn2fscR1q5dy+9//3v+8pe/HOmhpDGKWLhwIV/60pe47LLLDsv5hrV+l7w5yZdL7WwxEFK1fqF7+S5ZA6mCOfCfDLPb7WbWrFlUVFRQXl6uSlulbkNDQwMdHR0EAgGV+DpcSI1jS0qSLLBITQ7K8EUikeCJJ57gxhtvHLck/aEildkC8Oabbx4WD2MsUFtby0033cTNN998QN7zpwF9y8PPOOOMY3ZFUFRUxMMPP8zPf/7zA/KeRxPDDqDKppRSvexAfFr5wEnDLRXOAoHAgN0TdDodH374IQ899BBvvfUWgUCAv/71r9TX17Nv3z6amprw+XxKd8Hr9dLa2npY6S8ej4fp06dTVFRETk4OBoNBaffKtvGyWu8Pf/gDixcv5vzzzx/XzIah4I033uC///u/+fnPf862bdt45JFHhlRhdrTB6/XyxS9+kSVLlnDBBRcc6eEccSxfvpz//d//5Wtf+xrTp0/nxhtvHFKF2dEGj8fDH/7wB1avXs2LL7542M47ohhwMpkkOzv7gMt/aXSl4TGZTCSTSfx+vwovSP1fKe8ohODkk09m7969/OY3v6GiooK5c+eqMIb0nCWVyefzEYlElPjNWEPGhDMzM6moqFA6oVLFLJFIYLPZMBqN/OY3v0Gn0/Hd7373mDQ0o40zzzyTnTt38tvf/pZ3332XL3zhC0NSGTua4Pf7+eY3v0kkEuHuu+9Oh5ToVjqrqKjgS1/6EkuXLuX3v//9kFTGjibY7XZ+8pOfYDabueeeew5rQcmw76BwOIzb7e7VRHIgpJYjSipaNBrF7XarG9dgMOB0OpXxikQiOBwOrrvuOubMmcMf/vAHli1bhtPpxG63K9pZe3u78jRlOfDhgNR/aG1tJRAIYDKZcDqdmEwmPB6PGttPf/pTGhsbeeqpp8jNzf3Ue7/Qvfq54447qKio4KmnnmLZsmVHekjDQmNjIzfeeCMNDQ08+eSTZGZmHukhHRUIBoPcd9997Ny5kyuuuII333zzSA9pWMjPz+eRRx6hoKCAK6+8kvb29sN6/mFbrkQiQX5+/kGTX6mxWdmEUnaJSIVkUqR2wIhGo5jNZj7zmc8oDzkcDtPR0YHP51Mlux6PB4/Hc9gScbL6rbGxUYl5SN0GWbL4xz/+kQ8++IBzzz2X8vLytPFNgRCCiRMncv311x9z/dMeeOAB3n77bS6++GImTZp0pIdzVEHTNPbv38+jjz560OadRxu+/vWvc/rpp/Pss8+yb9++w37+YSfhMjMzh7TcT23EmSqALsU6Upt4dnZ2Kq6vfH/Lli3KgEl5x/r6+l6dB6RK/+HwgBOJBPX19TQ1NSmjKhuQyjLoZDLJNddcw913383rr7+Oz+cb83EdS4jFYvzjH/844h2QR4JbbrmFX//61zz11FNHTMHraIXRaOSCCy7ggw8+ONJDGTb+93//l69+9atcccUVR0Rxb1ghCE3TyMvLG7LBk2GI1HCE3+9XQjrSQMskWjgcpqqqit27d1NbW8uMGTNwuVxKb1cWPsTjcfWeTOhJYy55uLFYjGg0SigUUpoMMhYbjUZVoiA3N5eKioqDCp7LycHhcOBwOEgkEnR1daHX65VmcKqmxcsvv8y2bds4+eSTh/MVj2t88skndHZ2qhtd6oIMpp4lu43I+6Srq2vI8cXs7GwqKipGjSteXFzMhRdeyJNPPsnWrVtZvHjxqBx3PGDWrFlkZGSoiSlV2XAgyOdEbnc6nUNmk7S2trJz585RS7zX1dXxwgsvcOWVVzJjxgxWr149KscdKoYtxjNUxbHU9umyPBd6d0eWSCQStLW1sWXLFqLRKLt27SIYDPLOO+/g8/lobW2lubmZSCSCzWZTXq8Qgs7OTmWQ5QMtDa/sRgEorWGdTqeq2TRNw26388c//pFFixYd9HoKCwuJRqMEAgFCoZC6RtkpQHr2yWSSyy+/nC1btqgOwZ9m7Nu3j7179/LKK6/Q2NjIz372M7q6uti2bRt79uwZlEoYj8d7acumTpwHg8Ph4LXXXjvo7zocWCwWvvGNb6QNcA8mTZpEeXk555xzDvn5+dx22204nU6mT59OeXn5oJOfwWDopQUt6alDgd/vZ8WKFaxZs2bUriMcDvPTn/706DfARqNxyMZEGroD6YMmk0lqa2tpbGwkGo3y8MMP09DQQDAYJBAIAKgkm06nUwZOdqSQ1C9ZDi2Te4FAoF+bE5kIlMeEbo/KbrezadMmFi5ceMCJRRpwv99PQ0ODSgBKwyuFhBKJBKFQiMLCQp544gkuv/zycasTOxRs27aNc845h5qaGhWKevrpp8f8vJ2dnaxbt25UDTB0e3uPPfYYV1999ZCNxnjE9OnTeeWVVygpKVHaLJdffvmYnzcjI4MFCxaMqgEG+Pjjj7nuuut44oknlNN2ODBsNbTh7JsqnNMXsViMbdu20drayvz589myZQtbt25VXF+TyYTdblcJrlQPVlbSGQyGXqLl4XCY1tbWXvKREqmTQDKZVEpuANu3bz9oQYemabS3t6tWSbLFfOp1Sk9fp9NhNpuxWCzs3LlzyN/ZeMQTTzxBVVVVv865h2NVsG3btlE/plTFG4tjH0u46qqrKC0t7afedzgKo8ZC+lMKah1uWdExIzJKzuxAnLpYLEZVVRW5ublMnToVi8VCIBAgHA5TUVHBueeeS15eHhkZGeTl5XHfffcpXU7pWad205DqZEPNwCYSCRU6MBgMNDQ0EIvFBl0ySc9Nig/p9XrFgpCdnKVEpazo0+v1LFy4kE8++YSFCxeO8Fs89hEMBgGYOnUqF110kZL0nDRpEl//+tfZsWPHmJ17165dYyKUvnTpUjZv3swJJ5wwqsc9liAT8bt27eL555/H5/Ph8/nYt28fDzzwAMcdd9yYnXvq1KkHbBA6Urz77rvMnDmTjz76aFSPeyCMqRsi+7XJ0IFkQcRiMWbOnMns2bOVBq7b7cbhcLBkyRIVE8rLy+Okk06itLS0V0JPr9crDyq1GeZwoNfrsdvtZGRk0NzcfEDGgjT28kH2+Xx0dXUp7nKqngWgwhPTp0/H6/UeMy1axgKyO/WiRYsUhzwnJ4eTTjqJ2bNnj+m59+zZMyaMheOOO25M+4QdC5BspDVr1mCxWFQn8zVr1vDJJ5+M6bknT548JoyF7du3H3bJgDEv5dm0aROBQACn00lhYSG5ubkUFhb26mChaRpTpkzBbrdTX19PYWEhHo+HKVOmEI1GKSsrU/umcoVlS/nhQLb+kfKX4XCY6upqqqurycnJGVRYSPZ6k33qUkMQsnWSDJHIz+Tk5BCJRNTNKoRQamrjXXhdQjYgraurIysri6ysLKZPn44QgtLS0jE9d0tLC1VVVf168B0qiouL1cpL9kmU4bJPC2Tb96KiIlpbW2lra2Pbtm1omkZVVdWYnjsnJ4fS0lLa2tpG9bi1tbUqjGg2m7Hb7WplPlYYUwMsl+UtLS1kZ2dTUlIyYK8zIQRTpkzB7XZTU1PD1772NTo6Oti6dSv19fXs2LFDGSxJYUulsfU91kAepxRJN5vNvRJ6qbzjwZaUqXFd2ZTRZDIRjUZVAUkwGFShiGAwiN/vZ8+ePbhcLv75z3+q80D38i0/P5+ZM2ficrmO2RY9Q8HMmTMxm83s37+f+++/X4nrr169eszbvYTDYT788EPmzZs3qseMRqMsWbIE6A6nydbrfr8fg8HACSecMO46f/TF5s2biUQiTJw4kdtuu40JEyZQUlLC4sWLxzT8AN1slBNPPJENGzaM6jFNJhPvv/8+0L16z8vLU7moRCLBRx99NOqdP8bcAC9ZsoQTTjgBt9t9QEOTn5+P2WympqaG66+/XhlIyeEVQijNXalHAd0cwokTJ7Jr1y7OPPNMgsEgb7zxRq9jS6aE9FBSDXcoFMJkMvHJJ5/0SsxB78Sd7JBqNBpV2/p4PN7LKFssFqLRKC0tLUrPWDb2k91DZFPK+vp6urq6KC8vp6ysbMAHNjXO3Xc8xwqKi4txuVzs37+f0047DU3TCAaD/ZJyfeFwOKioqOCTTz7hiiuuoKGhgVWrVg37/GvXruWrX/3qoVwC8B8qpez7J/ndknYF3fdVfX09fr9f3S/jFbW1tfh8PiZOnMg777yjnrGDrez8fj87d+5k1qxZPPXUUxQUFLB8+fJhn3/BggX8+te/PpRLAHrLJMRiMd577z0ARZOE7lV3QUGB4v+PZoHVsAsxpBeX+iUPZLTke7LRJNDvoZN/Sz5uTk4O1dXVimYmE3mywELKUqaGHa6++mquvPJKbrvtNk455RQaGxvZsGEDLpeLqqoq9Hq9EsiR55Lnlpxhp9PJxx9/zLp163rxnFPHmvrZwSANe0lJCeXl5TQ3N7N3714VtsjJyVEx0UAgQENDA+vXr2f37t3k5ub2mqBS2SN9GQMysXUsICsri9LSUlpaWoZ1495+++3ceuutnH322Zx//vlUVlaybt06XC7XsGQsP/zwQ/x+Pw6HYyTDB7p/++bmZnJzcw/I3tDpdBQXFwPdrdp3797N7Nmzx6VoT1tbG1VVVeTk5Axrorn//vt58MEHeeWVV3jxxRcpKytjwYIF+Hy+YclYLliwQIUIRgohBLm5uTQ3Nx+QvZFMJpXwVnl5OVOmTOHjjz8elSTgsO6MYDDIpk2bAJSBHOiGHCyOmqoPnBoCkIYtLy9PyTtKgyeXfDLOmnqO/Px89u7dy5o1a6isrORnP/sZNpuN733ve1itVu644w7lQacyGWQ4QHJ49Xq9aq45nHhh6mSTSCTIysqisLCQ1tZW9Hq9StZlZmYqDQ0pSC+zyFK8fdu2bRQVFanjDjbBAYdVrelQYTabmTlzJuvXrx/yZxwOBxs2bODFF19kz5493HjjjZhMJn7/+99TWlrKqaeeOuRJqLq6mqamphEbYMmOycvLo7W1FZPJNKDB6et4lJeXU1tby1tvvcXy5cvHXbw/EomwefNm5s+fP+TP+P1+5s2bx/nnn8+UKVN45JFHiEajfPGLX6Sqqop33nkHm802pGNNmDBBPf8jgaxRaGpqIjs7m2g0OqCD0NcZ27t3L0VFRXzmM59h1apVh7wqHRYLIplMKrpJZ2cnnZ2dtLe393t5vV71kn+3t7erz0jDFAgElLZvOBxm8uTJOJ1OtbyX5cexWEyVrMoLtlqt3Hvvvdjtdr75zW8qDnBOTg7z58/no48+6pUUk1+iNL6ym4XVaiWZTNLZ2UldXZ3qaCFfMt48UMuhcDis/m+z2SgoKFBLl48++khpFdfV1RGJRKipqWHVqlW8/fbbdHR0kJ+fT3FxsVJVa25uVt+HPH4wGOz3Opwi9KOB4cRgLRYLzz77LDabjauvvppAIEB7ezsVFRWcddZZPPfcc8Miyssl70ghqx1bWlpUnLAvOjs7efnll/nrX//aix9cXFyM0+kc86TUkcJwYrDhcJiLL76YQCDAE088gd1uJzMzk507d/Laa6+xcuXKYRW2OBwOpk6dOpJhA/+R1c3JyVFdePoiIyODc889l0svvbQXP7iurg6fzzcqSeRhhyD6VpelFiAc6HN95SkHer+kpES1e5dfkNQK7gvZlqi4uJiioiLuueceVq9ezbPPPsutt95KZWVlL69XfkYG0S0WC2azWam0RSIR9u7d2+tL7Tu79Q1JyH9tNhtut5tIJEIikSAzMxOj0UhdXR2BQIBkMklxcTE2m43c3Fw0TWP79u0sW7ZMhR4mTpzI22+/3Y8dkvodSxxrBnjhwoWYzeYDdsWWkO2uKioqmDBhAn/729949dVXuffeezn99NPZunXrsLyOZDLJe++9xznnnDOiscvforOzEyGECiHJ+0r2MjzvvPOIxWL85S9/6fWwzpgxY9wa4DVr1hCJRA6qowL/ycPs2rWL6upqPve5z3H22Wdz55138q9//YsZM2YMa5Wg0+k4+eSTefXVV0c0dnkPZWRkoGlaL6aSFNbq7OzkpZdewmg0cumll/aaXLdt28aECRNGdO5UjNgAH8j4phqn1Jhr6vaBjIhcnss474GW2tFolLvuuguPx8MVV1zB8ccfT15eHu3t7WzcuJFoNNprWRiLxVRs2W639yNym0wmvF6vMhLyugYaa1+RISk2L4SgqKiIRCJBa2ur8mAdDgdmsxmr1UpZWRm1tbWqf1zfKqJIJNJvOds3HHGsJeOmTJlCUVHRkOT+IpEIn//858nJyeHWW29lzpw5TJ48mc2bN7Nq1aoRlYmOVCA81bhMnjy51/vhcBghRK9wRFNTUz8PWZbFj0fs2bOHurq6Iclzms1mnnjiCVpaWnjwwQfZtGkTu3fv5vjjj+fMM88cUVn3SNtBpToDe/bs6fW+1JRJDUfk5ub2Yz/Y7fZDyitIjEgPWBpHuUyXoQK5dA6FQr1CC6nb5fvyJk59AZSVlfXSDT7QrCgf1ssuuwyz2Ux+fj533nknN998s0poSe0IyXaw2+3odLpeKlzS2La3t/cKecjQg0zWDfQKh8N0dXUB3cvVWCzG2rVrVXFHJBLBaDTS2dlJIBDAZrNx/PHHs2TJEnVsi8VCVVUVHR0dKtTR9xxyLOFw+JjzgDMyMoYVhggGg+p3hO7l5h//+Ed+9atfjYiyt2fPnmHHzZPJpOK6Srz00ku0tLTw7rvvsnv37l5a1dDNeb7ooot6fWbXrl3jVpa0s7NzWGEIm83Gj370Ix5++GGge3K69tprueGGG0akbjZ58uRhJzgloyEV5557Ljk5OSxdupQpU6aouL9kTTU2NvL888/3+szUqVNHheUybA84NRabmkBL9XT7emgDeZCDUavKy8t70cgk33Ygry+ZTLJ+/XpsNpsy2l1dXaxevZpYLKY8ykQioZqB9h2PpLeFw2EaGxvp6upSs2BfA536d+oxJBfYZDIRCoX405/+xOLFi8nOzlYJunfeeUclCjMyMqiqqlLtlXJycvjkk0/Q6XSDenip5z/WDLAQglNOOYVnn312yJ/55z//SUFBAVVVVUSjUdrb2/n73/8+ogd1165deL3eYXlMmqaxadMmysrKgO4V189+9jNuvvlm5syZQ1tbGzqdjt/97ne88847PP744wNSCTdv3sxpp52mFPzC4TAWi0U5MjJHcSwq5mmaxr///W8uvvjiIX/mzDPPpKGhgdLSUoxGIx6PhwsvvHBEE+vUqVPxeDzDaqAphGDOnDlUVlYC3fbl9ttv5+GHH2bTpk1kZWWRTCb50pe+xCmnnMJ11103IPd35syZ/Otf/0Kn0yltmHA4jF6vV/UPgFoZD3bfDtsASzqYPPhAoYWBwhLSgPQ1ZvJzkqlQWFiIyWRSXsVgcUNp8NauXatqt1ONZqpnIvmJqUt7yeCQ7eP1ej1+v5/GxkYyMzN7MTzk+FLHm3ouqf0gwwpf+cpXMJlMdHZ2KglPv99PWVmZUm6T35XZbGbfvn18/PHHuN3uXstVOb6+ONYMMHTThuRkOhQ899xzPP/886MSbmlubuajjz5i3rx5WK3WXqXlMsQg436S2x0KhVT+Qd5rv/rVrygsLMTlclFeXg5088hnzpw5oAFZvXo1b731FvF4nI0bN+L3+1VC8ZNPPlGyqJInfrg68Y4m1q1bRzQaHXKHk5UrV3LRRReNCiskNzeXE044gQ0bNijdb0DldOA/z67BYCASiWC1WtWzKkW5brjhBurr6/H5fIpVYbVa2bJly4CGc/HixXzmM5/BYDAwd+5cHA4HbrebXbt2MWvWLGKxmFJjtFqtBAIBfvGLXwx4DWI4N3hZWZn27W9/e8AY72DHSeWzDlahlnqcUCjET37ykwPG7WRAX4ry9PUOZQhBr9eryre+45EPHHQbOpn8MhqNKlwhxXpk/zmpwDZ16tRe5HshBCtWrGD27Nk0NzfT0NCgSlSF+E+nZIPBwKxZszCZTLS2tuL3+9m7dy/vvPNOr0lrMMMr8eijj9LQ0DBqvKb58+drw6GJjQS1tbXMmzfviDVszM7OVqwXiYyMDNWzTwjBzJkzKS4uRq/Xs2nTJurr67n77ruHLaaUTCZ58803+drXvsa+ffvU/enxePD7/WqijsVivbisPTmWUftdhRBjniwoKipi48aNR6zBqmQapa4cOzs7aW5uVnZl8+bN1NbWEo/HmTt3LoWFhdxzzz2sXbt2WOfS6XScccYZPPTQQ5SXl6tn1uv14nA4SCaTqlBHlqcDsgjrI03T+nH2huUBpy7poT+LIVWWUb6fWhmTum2g0IX8NyMjY9AHVcZmUrWJU48hK+XkFzEYn1Z670IIJeAu+9NpmobJZCIWixEKhfB6vb2Sj0ajUS1NJV577TWqq6txuVzk5uZitVrx+/0EAgFyc3NxOp0YjUZ27dpFY2MjHR0dVFZWsm/fPjIyMgZMrqWuFvr+O9bomwg81GPZbDYyMzOPmAFubW3FYDAwYcIExaCpqqrq9V2+/vrr2Gw2xT+32WxcfPHF3HLLLcycOZPly5cPGirYt28f7733Hm1tbWzevJlnnnmmX+OBgQR8Dnd8eDSrKoUQhEIh2tvbj5gBzs7OJh6PU11djcFgIDMzk9LS0l737VlnnUUwGFRaLIFAgGeffZaHHnpIJXcHc3gmTZrEySefTFZWFjNnzuSSSy7pl3wbSMAnNT58oGTdsA1wMBgcMBaa6lmmer1yv4EoXPKYcpknj5Wfn98rOylhNpvVcr/vcaQymXzYB3tQ+sZ14/G4oorZ7XaEEGRkZFBcXEwwGFSJtY6ODhwOBwsXLmTGjBm9kjoyNr5mzRr0ej2FhYUUFBTQ3t6ulj96vZ7m5mY2b96slNTkZJMamklFXxbEWBrfrq4u6uvrcblcBINBtmzZgqZpTJo0SWngym4kNpuNSCSCEIJAIIDX61VME0nr27t3L01NTYobHYvFcDqdYzL2oUKG0ORkmEwm+zEUUgs8JIPh9ttvx26384UvfIEVK1aQTCaZMmUKiUSC4uJiduzYwS233DLqIuGjASmC5fP5VAJYCMG+ffvw+/34fD6CwaDSMzGbzWiapni6QK8VXHl5OXl5eTQ0NKjvUSahjxRkibjf7ycWiyGE6Gf0Ugs8ZFux+++/H7/fz6OPPsqrr76KXq9n9+7d6PV6amtrmTZtGg899NCoi/r3GvtwHuiioiLtxhtvHNAAyxhrqseb6pkOJpyTasDl/jt27OCZZ55R+8lQgvR6+ybEJL93sJZJg+k7pBpf6DbwmZmZ6PV6EokERqOR5uZmEokEkydP5qSTTsLj8Ryw9Dr1/6kTkdFoVInBvgY3dUwHOzbAn/70JxobG0dtqVpeXq59/vOfV9KZXV1dbN26lXg8zrRp04jFYhQWFqplVygUoqamhsbGRrZv304sFiMnJ4dkMonX6yU7O5uWlhbi8ThOp5P29nY0TcPlco2p/u9IIA3xUJN7cmKXLa3y8/Opq6sbtS4KmqaN2u/q8Xi0W265Rd2zUrfCaDSyY8cOjEYj9fX17N27FyG6xapKSkrIy8tT+7W0tKDT6cjMzKS1tZXc3FwMBgM+n4/MzEx0Oh0+n49p06aN1rBHBbFYTIUWhwJpA2TYsKGhgeLi4lHreiKEOPQQhDR2KQftFVLoy4wYqDNy3xBF6rHkvw6HA4PBoERuUpNcfb1nWdUmO2fIsMJg408di2wjJCGzndKbbmpqIisri6VLl1JWVjZo2fVAoYPUf+UxB7revv8fyBMe6L3RRFtbGy+//DKapmE0GsnKyqKlpUUJy3R0dKgEYSKRwOv19rsPqqqq1DUOtHoB8Hq9Y3YNI8Vw1a1SG4TC4Nd6NCArK4tzzz1XrU6kAS0sLFSJo46ODpUI9Hg8vWhdmqZRWlqqjNiUKVMGPI/H4zks1zMcDFeNTj7bcpU22LWONoatEiL7sPX1gmUIYSDBneHCbDbjcDiUV5tqfFNpHVKDV9LAUj1w+fdAfeEkt3YwhkEikcDv9zNjxgyWLl2qgul9wxd935PnGAoG8noHmpQOR8w3EAiwe/duxRxxuVxqOVdZWUk8HleVQgOh78Q8GMZSVzWN/rDb7UyZMkXlTXw+Hw6HQ+UwDAaDquwbCDKBfDB8mnSQRxuH5AH39X6H8vm+RmUgA2O1WiktLaWxsVGxE+S5ZTNOubyV4YK+sWdppPsuQWQYQN5Yfccvl2ILFixg2rRp/RTKBjK4g3mofQ31YNS81O0HSsSNFeLxeK/OEame6rEk/JNGbxgMhl6dI1I91fGo0HYsYti/Qt+Qgvz/gQyNfL/v51LfT4Ver+eUU07pxYyQSE3W6fX6Xh74UMY+WJhEFphYrVbFz+w7xr7JRYnBrn0oYYaBEmx9venBYsRppJHGsY1hG2Bp6FKN2GCGJhUHissOtC2VID9UL3AgIzfQZw7mgQ+0z2BjT90+VON4sO9ooImt7znTSCONYx/DYkEIIVqA8SntdGyhVNO0USNepn/Xowbp33X8YsDfdlgGOI000kgjjdHDsacAkkYaaaQxTpA2wGmkkUYaRwhpA5xGGmmkcYRwVBtgIYQ/5ZUUQoRS/r5KCPE9IUSs5+8OIcRqIcRJKZ+/Tgjx3gDHrRRCLOv5/2NCCE0IsSBl+2TRR0lKCHGWEOLfQoguIUSLEOIdIcQFY3n94wUH+x179pkuhPiHEKKz5zt+WwixOOUYv+pzHL8QItjz253Ss48mhAj02eeOnm0HvFd69nELIR4RQjT2HHuzEOL6w/ldpfHpwlFtgDVNc8gXUA2cn/Len3t2+0vP9mzgbeCZwY53AHiBHw62UQhxcc9x/wgUA3nAd4HzR3CuTx0O9jsKIcqB94HNwESgEPgb8E9pJDVNuyH1OD3Hep7u3/z9lNPN7rPffSnbBr1XhBAm4A2gFDgJyABuB34ihLh1LL6Xowmfhkmyj+N1Xc9Y7uizT60Q4jQhxOU9+4s+2w1CiGYhxHkj+Z77oW8129H6AiqBZX3e+x7wRMrf0wENyOn5+zrgvQMdC3gMeBBoBE7teW9y91ejAQi6jcbtR/o7GA+vQX7HPwGvDLDvI8C/BznOjUAdkJfyngZMHmT/g90rXwSaAXufz10G+AHXkf7ujvBvVA60A/cCHsAJfK3nuznpAMd6AngL0A/nN6K7RuFeoDZluwlYD7xC90RtBFYATcCtw7muHtvQBrQCzpR9aoHTAAvQAZzW5xjn9ZzPMBrf9VHtAQ8HPR7MNXR/qe3D/HgQ+BHdP3hfVAAlwND76aQxXCxn4JXLX4ElQoheklRCiBOB+4HLNE1rGu7JBrlXlgOvaprWt4Pmc3Q/jCfx6cb3gA80Tfu2pmleTdO6NE37Od2T508H+oAQ4kbgdOAKTdOG1UtK07Q48GegSAgh+bOfByYAl2iatl/TtJimaa/RPRF8Xwgx3CZt24EPgH4rHE3TwnTff9f02XQN8GTP+A4Z48EAXyqE6ABCwJeBi0f45fwamCCEOLvP+1k9/zaQxlghm4G/3wa671ElYiCE8NBtrL+raVq/+D6woWf5Kl9npWw70L0y4Bh6trf2bP80Y7xOkncB/91zX/XF48DF8tqEEBl0hx0fH8F5BsR4MMB/1TTNTXdcdgtwQsq2ON3LlL4wAr10CDVNiwA/6Hmloq3n3wLSGCu0MvD3WwAk6XkAe+JxTwDrNU17cJBjzdM0zZ3yej1l24HulQHHIIQw0G18B5eD+3RgXE6SmqZtAlYB3xhg2/t0hxs+J8cG7Or5zKhgPBhgADRNawW+AnxPCCEfpGq6vVoVSBdC2IBcBi7RfBRwA6m9xXcCNcDKMRh2Gt14A7hkgPcvpXvZK9tUfIfu+PwXDuVkg9wrbwBnCyHsfXZfCUSAo6/dxeHFeJ4kvwvcKITIG2DbH/lPGOLzPX+PGsaNAQbQNG0n8DogM5trgTDwTSGEpefh+gndgfx+BrhnJr2blNlQ64683wrcJYS4XgjhEkLohBAnCyF+M7ZX9KnBPcBiIcS9QgiPEMIphLiZ7hv/GwA92es7gJWaph1yI7UB7pU/0Z2AeUYIUSaEMPZ4Zj8HvqdpWucgh/q0YNxOkpqm7aCbUfPtATb/CTijh42xiO649KhhXBngHtwPfEUIkdsTVjiX7qxmLbCPborTpT2GdSA8RZ9ljqZpz9KdDf8CUE/3suSHwAtjcQGfNmiaths4GZhNd6a6ge6H6qyeZSDAnYAV+GAAqtNVKYf7uM+2/z3AqfveK8voXu2sBXx0s2O+rWna/aN3tccsxvskeQ9wPd0r4NQxVALv0W0XVmma1r+z6qFgNKgU6Vf6lX6NnxcD0NB63j8eeInuyckP/As4OWX7W3TnXfwDvK7q2UcDAn22/W/Ptu+RQhXseW9hz/65PX976E6YN9EdJ94KfGm418UAFFXglz3jO63P+9f1vH/ZaH/XaTW0NNJII40jhPEYgkgjjTTSOCaQbgyVRhppjAsIISYA2wbZPF3TtOrDOZ6hIB2CSCONNNI4QkiHINJII400jhCGFYLIzs7WysrKxmgoaQwVlZWVtLa2jlp7ZI/HoxUXFwODNymF7kasRqMRvV5/SOfTNI1oNIqmaZhMpgE7Wst9EolEv27Umqah0+nQ6/UIIYhGo+j1ekwm0yGN63BA0zRisZhqaqvT6dS11dbW4vV6R+13FX0kVdM4omjVBugJNywDXFZWxvr160dvSGmMCPPnzx/V4xUXF/PKK68AKIOQSPxHO0Wn02Eymejs7CQajTJ16tQBjeZQoGkae/fuZdOmTTgcDrKzsykuLsbtdmMymQgGgwSDQRobG2lvb8dut2O329Hr9cRiMaLRKAAmkwmXy6UMeF1dHR6Ph5KSkiF3pz6SSCaT+P1+2tra1MRxzjnnHOFRpTGGGLA5ajoJl4YyWCaTiUQigV6vR9M0ksmk2icej9Pa2kpBQcEhGbiuri527tzJcccdR25uLp2dnVRVVVFXV0dGRgbhcFh5tHl5eRiNRjUpSM87mUyi1+sJBAJomobZbKa4uJj29nY6OjrIyMgY8QQxVGiadkjfg06nw+Vy4XQ6aWtro6lp2Ho1aYwDHLUG+FBv8DSGB7PZjN1ux+fzEY/HexnfZDJJV1cXNpuN/Pz8Ef8usViMdevWUVhYSE5ODgaDgby8PPLy8vB6vfh8PiKRCJqmodfr1WQgww1ynHJsyWSSeDyOyWTCZDKRlZVFa2srkUiEnJycQw6VDIauri6i0Shut7tXCGEkEEKQlZXV67qORZjNZiKRyJEexjGHo9YAp43v4YP0LlMNWyoSiQThcJjy8nKMxoHE5Q6OZDLJjh07MJlMlJSUoNPplPEymUwUFRWRnZ1NR0cHLS0tBINBNS6DwYDNZkMIgdFoxGq1EgqFgG7PXI7RZrNhMBhobm5GCEFubu6o30ehUIj9+/ej1+vp6OhQIRKz2YzRaBzR+YQQOJ1OzGbzqI71cCJtfEeGo9YAp3H4IBNesVhMGbTUbR0dHeTn52Oz2UZ8/ObmZtrb2ykvL8dsNqsVjjRYOp0Oo9GIw+HAYDAQj8fx+XwEAgEikYgal/SG9Xq9Ck8kEgni8TiJRAKz2UxOTg6NjY0IIcjOzh61cEQ4HKampga3201eXh6hUIhAIIDX60UIgdlsxuVyYbFYRmyI0/h0IW2A00DTtH6GV6Kzs1Mly0ZiIJLJJLW1tdTX11NcXKyMpjxvqnFMXc5bLBacTifxeJxgMEgsFiMcDhMOhwmFQsRiMWW0DQYDRqNRxa2tVivFxcXU1tYSjUZVLPlQEIlE2LFjh/KsjUYjZrNZxa39fj+RSISmpibsdjtut/uQz5nG+EfaAKcxKILBIIlEguLi4hF7kV1dXaxdu5bJkycrAyuP1TfUIcMRoVCIeDyu4sDJZBKdTofVasVq7W68oNPp6Orqwu/395oY5DGNRqMywvv27SMzMxOz2YzT6Rz2tUSjUbZu3YrX62Xq1Km9qHpCCCwWixpjIpFQTI6MjAxcLteYJwSPFA5EWUxjaBifd0Yah4xoNEpnZyclJSUj5tcmEgnWr1+PyWQiIyMDYMDEmOTESuOs0+nQNI1IJEI0Gu1luKXX63K5CIfDWK1WDAYDOp2OZDJJMpkkkUiQSCRUbDkej1NdXU1DQ8OwY5WaptHU1EQwGGTixIm9zifRd2xyn5aWFhoaGgZdXRzrSHv4h460AU6jHxKJBF1dXZSVleF2u0d0DE3T2L9/P+3t7UybNg2DwaASaqmQXlQymVSerNxHGi6z2YzZbO4V+/X7/YTDYex2e6/jyGPJl9FoVDxinU7X7/wHg4xDFxUV4XA41LX19fxS49mSJud0OgmFQtTW1ip2x3iC5GSnMXKkDXAavaBpGoFAgJKSkhHHfQEaGxvZsmULkydPVkk36SX2RV/DKHnIEjKsII24Tqejo6MDi8UC9Da+qZ/TNI3Ozk70ej02m43c3NwhG2BN0/D5fDQ1NeFwOHA4HFitVuVp94XBYEAIoZKBspAlKysLTdOoq6tLMwXS6Ie0AU5DIZlM0tnZSVZW1og9X4lwOExOTg6ZmZkqpKDX6xXHOLWwItVwyvflZ6DbE5Yv6E6IdXZ29mIbSCZEqgH2+XzodDry8/MpLS3F5XINeUJpb29nz549yrDK8ELfyUFCjje1gjCRSBCLxcjMzEQIQUNDA7FYrN9n0/j0Im2A0wD+U+nmdrvJyck5ZEpUaWmpSoJJoxqJRAgE+nYUR4UNpGGToYq+YQW5b3NzM4lEQjEg5PhT6WpdXV00NjZit9sxGo1YLJYhJ8NisRjV1dWq9FnyoLu6ulSyre/3kzpxpEJODBkZGXR1ddHQ0NDLSKfx6UaaBZGGMmqFhYWHXGosodPpKCoqQtM0/H4/mZmZijrW99ypxlcm4wZK1km6XGdnJ9nZ2cr4qvYuQpBMJgmFQtTV1akKs+FCr9dTUVFBLBajrq6OcDisjjNQHBt6J+JSIWPRer2erKws6uvr0TRNFaOk8elG2gCnQSwWIzs7m/z8/FE1CgaDgdLSUjo7O6mrqyMej5OdnT1grHagpFaqUZYGNhKJYDQayczMVIa7b1FHa2srdrudwsLCEV1PKuXNbDbT0dGheL4ALpdr0OuVhSKpXq4smbZYLGRlZVFdXY3VaiU3N3fYY0tjfCE9BaeB0WikpKRkTLQThBC43W7Ky8uJRqPs3LmT9vZ2Jcko90n1hGW8WBpUaVw1TSMUClFSUqJKd1PDFDqdTlHTDoU+lwqz2Uxubi6FhYXo9XoqKyuprKwcMKGWWl6dikQiQTQaJRwO43Q6yc7Oxuv1jlt6WhpDR9oAp4HZbB42PWu4sFgszJkzh+LiYnbs2MH+/fuJRCIqpprqyQ4WhgiFQiSTSVXcYLFYMBqNypDH43Gi0SgZGRkjLpseCEIIrFYrZWVllJaW0tzczO7du2lvb+/FiJATRWqlX99XPB6nsLAQq9VKbW3tMS3Ak8ahI22A0zhsMBqNTJkyhYULFwJQU1OjjGqqAZYwmUzq72g0qjR/29vbqampwWg0KspXIpEgFAqp8uCx0FXQ6/UUFhZSVlZGMBiksrKyV6FFqqc+GGRMOD8/v5/kZxqfPqQNcBqHFUIIXC4XM2fOpKysTJUTSzGg1Io4s9msjLDf7yeZTJKXl0dhYSEAVVVVih4WCASIxWJkZGSMKJQiS54PBp1OR0FBAaWlpeh0OpqammhqalLUOklFO5gRjsfj/Srq0hh9HO0CR+kk3DBQW1vLxo0bcTgczJs3T5XXpjF86HQ6MjIyVLVYIBDA7/djNpuxWq29Ktd8Ph8dHR1KDlMIwaRJk9i2bRuxWAyXy0UkEsHlcimtiKEikUiwdetWXnzxRXJycjj33HMpKio66Nhzc3NVJ46GhgaMRiNZWVm9ijAGgxCCYDCoJDbTGBtYrVbcbjexWIy2trajshIxPf0OAZqmsWnTJvbu3cuyZcuYOXMmTz75ZDqJMgrQ6XTY7XZycnIU/9jn8xEOh4nH44TDYerr60kmkxQWFiqDZTabmTZtGjabjWg0is1mUyLvQzVq0WiUZ555hscff5zFixdzyimn8OCDDw7IVR5o3Dk5OZSWliKEoLKykvb2duLxuApFDMQVlpV0khucNsCjD1l8k5ubS0tLC11dXeTm5o6ZQP+hIO0BHwRdXV1s3ryZ4uJi5syZA3TPrB6Ph/Xr17No0aIjO8BxAqmE5vF46OjooLm5mUAgQHt7O4FAgOOPP76f+IvVamXixIm9tICHatAaGxt58skn8fv9nHnmmcyaNQu3201xcTFvvvkmF1xwwZDGnJmZicFgYNeuXezdu1cpx/VleKQiFArh8XjGPPH5aYRer6e8vBy/3091dbVKfIbDYWw2G11dXUd6iL2Q9oAPgOrqap588knKysqYMGFCr22nn346+/btO0IjG7+QRm3ChAnk5+dTWFjIxIkTB22FJBuGSp2Gg0HTNDZs2MA3v/lNQqEQFRUVTJkyBbfbjV6v54ILLmDt2rVDXq7KmPZxxx2HXq+nubm53/lS/59IJBSDI43RhcPhIDc3l8bGRlXwIhEIBMjLyzuCoxsYR+0UnEgk+OCDD9Dr9cydO/ew37C7du3i/fff58orr8TpdPbbnpubS0lJSbp33TARCoV45ZVXEEJw2mmnKZ2EvrBYLOTn5yu2wGgkq5LJJGvXruWhhx5iyZIl5OTkkJ+fj9PpRAhBOBwmPz+fgoIC4vH4sOQW7XY706ZNY+vWrbS1tZGZmdlvH1lIkpOTM+6Sb0IIHA6H6p59uMNzJpOJ/Px8KisrBzy3jMsfbRrGR60B3rx5Mzt37iQSifD8889z7rnnsmjRohEb4mQyqbophEIhurq60DSNzMxMtRyUMaJNmzZRU1PDVVdddUAyfyAQIBQKjSrndLzj3//+N6+//jqtra385je/4brrruPMM88c0BCnFmL0RSqvVjIpUosbHA4HBQUFiisci8X429/+xqpVqzjppJMoKCggOzubwsJCnE4nDQ0N1NTUMGnSJJLJJB0dHeTk5Azr2hwOB1OmTGHfvn0DJtnkg2+1WsfdpC174wkhyM/Pp7OzUwnrjwRCCNWaKiMjg2g0qpydaDTa67jZ2dmYTCaqqqoGPZ+maQSDQQwGw1EliHTUGuB169Zx0UUXkZ2djc/n45133uEPf/gD+fn5nHDCCRQVFQ0aQ0smk7S0tKi4XFVVFZWVlTQ1NRGPx6moqMBqtRKPxyktLaWkpITNmzdTWFhIRkYGfr+fa6+99qBB+8LCQvx+f9oADxGJRIJ33nmHr371qzQ2NlJbW8u//vUv/vKXvzBnzhzOO+88Kioq1IPcF9FolOrqajZu3MiePXvYtWsXu3fvpqamBkA14ZTtjKR6WX5+Pg6Hgy1btrBixQpmzJhBbm4uGRkZ5OTksG3bNmpqajj++OPJysqivLyc5ubmYRtggMzMTEpKSqipqVEJRkBR6Vwu17iM/VosFjo6OohEIjidTjIyMigqKlI988Lh8AHZIVK3WbaUMpvNOBwOOjs7VXl3IBAgKyuLgoICPv74Y5xOJ5qmYTKZlHjSgRAOh7FYLGkDfDBIpavs7Gygu/b+/PPPV4Z19+7dfPjhh+Tm5jJ9+nRcLhd6vZ62tja2b9/O9u3b8Xq95OfnM2HCBGbOnInb7cZms2GxWNQPLSlNyWSSCy64gHA4TEtLC5FIhG3btqHX65k6deqgD4zH40mLUg8DwWCQeDzOzJkzmTBhAllZWZSWltLY2MjGjRt54IEH0Ov1LFq0iDPPPFMJA9XW1rJmzRref/99PvnkE4qKiti/fz+VlZUYDAb8fr8KJXzyySecf/756HQ6mpubmT17Nvn5+bS0tFBWVkZ7ezuJRIIJEybgcDjQNA2z2ayoSmVlZeTm5hIMBkd0jUIIcnJyiMfjNDc3q/h0OBxWVXzjDQaDAbPZrKhePp8Pn89HRkYG5eXl5OXlEY/HaWlpobW1VXU5MZlM2O12TCYThYWFNDc389nPfpZly5ZhsVgoKytj9+7d7Ny5k/PPP5977rmHRCJBeXk59fX1VFVVYbVaKSoqIj8/XyVsB+NzH42rjqPSAANUVFT0e0+n05GXl0deXh7JZJL29nbWr1/PCy+8wKRJk5g2bRrHHXccJ5xwAtA9K8seXVarFZPJhE6nIxqNKoUqeVxACW9Dd6zypz/9KX6/n5tvvpnS0tJ+49mxYweaplFcXDxWX8NRh2g0OmKNBSEEs2bNwmAwkJWVhRCCPXv2YLFYyMnJUS3pN2/ezMcff8zevXvJycnB5XLh8XjYvXs327ZtIz8/H7/fT0dHB8XFxVx++eWUlpbyt7/9jVgsxuzZs7HZbMq4appGYWEhhYWFmM1mfvGLX/C73/2OO++8k+OPP56ysjLq6+vVOPfs2YPX62X+/PkjemglDSocDuP1esnOziYQCODxeEZFn+Jog9SR7htb7ezsZMOGDRiNRnJzc5kyZYpaYep0OkXZu/XWW1m5ciW/+MUvWLZsGYsWLWLHjh3ccsstbNy4kXvuuQeTycQbb7yhul3Lc4XDYdrb2zGZTGRnZ2Oz2Whvbx/UMcrJyTmqmBBHpQEOhUIH9UA0TeOdd97hpZde4vLLL+e0007DZDIRiUSIxWJEIhFlgFNbmgOq19iBQgdWq5XvfOc7fPTRRzzwwAMsW7aMc889t1dYQqfTUVVVNQpXfPRDls12dXWp5eFwEQqFepUMezweJk+eTF1dHXa7HY/HQ05ODps3b2bdunWceeaZVFRU0NnZycMPP0xTUxOxWAy9Xk9HRwfQHQY64YQTEEIoj1Mmz2w2G06nUyWFZAzxtttuY8+ePdx1110sX76cL3zhCyxcuLAXfzcQCBySxyRDH5988gn79+8nJycHt9t9VHphh4pU8fyBEIvFaGhoALqfq2AwSEdHB9nZ2fz973+noqICTdMIh8Oqh9/27dt59dVXMZlMlJaW4vV6lU0Y6FzRaJTGxkZsNhs2m42MjAza2tp6ecNylXw04ahMxcZiMfx+/6DbI5EIv/71r2lra+OBBx7gzDPPVJ6F/HEk2V2Ws6b+aJIzejAYDAYWLlzIT37yE9rb2/nRj35EZWWl2u7xeKitrR1w/D6fj2AweFRlXEcKTdNobW2luroap9OJ3+8nFAoN+zjRaBS/309bW5viaHo8Ho477jjKy8sxmUz8/e9/J5lMcttttzF37lzMZjOFhYW4XC4Vu4vFYnz2s59VCVmpktbc3KwYK0ajEZ1Op0JKQgicTqfyqBctWsR3v/tdKisr+drXvsbevXtxOBwIIfB4PFRWVvajkPn9fpqbm2lraxtSHNFisaiqvvz8/HHbxFKK4Q8Go9GoViQ1NTW0trYSj8dpb2+npaVF/Y5Wq5W7776bUCikvnsZxvB6vQdt6ZRMJvH7/apTdnZ2dq/KSOl594VUsEtV4DtcOCo9YCHEoDNVNBrl4YcfZvLkyXz2s5/tt91oNBKJRNQXLRs5pkLSjoYKm83Gtddey7p163j77be5/vrr1bFTl67JZJJPPvmEX/3qV0QiEUKhEKWlpfzXf/0Xbrf7mCxd1jSNjo4OmpqaKC0tJRKJqORIakeKoaK2tpasrCxWr16teLhGoxGj0cgvf/lLXC4Xy5cvJ5FIIITAbreTSCRYunQp27ZtA7on0Llz5/LCCy8ocRuPx8NFF12kGngaDAYV5zcYDNhsNhVvlA0yrVYrX/jCF1i/fj3PP/88s2bNQq/XY7Va1ZJaZt0/+OADHnjgAaLRKMFgkJKSEm655Rby8/MpKioaMGGr0+koKytDr9ePaMVwrEAIQW5ubq9nIRUFBQWqojEVkUiEp59+mtNOOw2dTofNZuPVV1/lrrvuUvt4vV6+//3v4/P5htxTT8bfDQYDLpdLOQvBYLDXMSTTwuFw9LIXsrPKUCoiDxVHpQHW6XRqydIXL7zwAhUVFZx33nkDbtfr9cq7HYxrOdKSxAULFpCTk0NDQwMFBQXAfzzu1tZWHn/8cdatW8cPf/hDJk6cSDgc5rHHHuPuu+9G0zQWLlzIV77ylWMmC55MJvH5fFRXV6syYEn9MplMtLW1kZ2dPej32ZcjbTQaaWtrw2QyUV5ezvbt2ykoKCAjI4NHH32UoqIiZs+erfaF7t8qFosxa9YsZsyYwd69e8nIyMDhcKgec7ID8UUXXaSoT1JTQhriVJ1e+SCazWZsNhvz58/H6XSyceNG5s6dq/QckskkVVVV/PznP2fNmjXcd999zJgxg0gkwi9/+Uu+9a1vkUgkOOOMM7jtttv66VBILeTxDqnDPBCcTictLS2Drpj++c9/8uabb3LiiSfi9XpVqEveU4lEgj/96U8jGpcMO7ndbhWySm17JRutSn1qvV6vWljJiX+su1kfcUsQj8dZvXo127dvx2AwcOaZZ5KVlaU4nanGqrm5mc7OTlauXHlAD9ZisfRSmjKZTKNGDC8rK+P999/HaDSiaRpGo5EPP/yQJ554gs997nPceOONKrbscDi46aab1NLoq1/9Kvn5+Vx00UWjMpaxhMxmNzc3U1RUpAyiTqfrJSGZ2ho+FaFQiFdffZUPPvgAi8XCJZdcQl5eHg0NDUQiEfLy8qisrMRoNFJZWcmOHTs4/fTTgf9oJshYfjweZ+LEifz4xz/mH//4Bzk5OdhsNiZPnqwEeZxOpzpmJBLB7Xarsmb5cEk+cCwWU/eW1BAuKytj3bp1uN1uotEoer2eV155hd///vdcccUVfPOb32TPnj1s376dRYsWcffdd6s+cddeey0ej4cbbrjhqNQbGE0IITCbzeTk5Ci+dCKRwOl00tHR0SvmajAYsFqttLS0DHq8lpYWLr74Yi688EIaGxsJhUJ88MEHnHHGGWRlZR1yzLa9vR2Xy4XZbFb2wGazYTAYCIVCtLS0KHqcvJ5UNT632017e/shjeFAOGIGOBqNsnfvXl577TVcLhennnoqLS0t3Hvvvbjdbmpra/nggw84+eSTlbFdt24dF1544ZCqiFINt6SajQaEEJSXl/PCCy8wefJkjEYjb775Jj/4wQ8GpRjpdDpcLhdf//rXueOOO5g4cSJz584dlfGMBTRNw+v14vV6cbvdGAyGXp0qksmkumlljb38jXw+Hxs3buTll1/GbrezYsUKvF4vd9xxBxaLhaamJl555RUuuOACFixYgMlk4h//+AcnnngiwWAQj8ej4rcyjg/Q0dHBcccdx4UXXkgkElGtiRKJhNKQKCoqoquri2g0SlFREW63G7vdTjAYJBgMEo1G6erqUsbYbrerSSSZTFJSUsLjjz9ORUUF7e3tvPTSS3z7298mLy+P7OxslQQUQtDa2sru3buZP38+X//617n99tspLy9n2bJlx8wKZzjQ6XSKdxuJRGhra8NiseB2u5UcqMPhUAVO0M2JTv17MMTjcZ577jn1dyAQUBzuoUKGEwaSFQ2FQqqDipyEW1tbB43jy5JxGQbLzMwcMyN8RO6UWCzGH//4RyZNmkReXh6XXXYZer2eadOmMWHCBDRNIzc3l2effZZIJMKyZcvw+XxomjYicvzBHohIJEJ7ezuapqnQgmwpbjAY+n0+Pz8fr9fLW2+9xaZNm3j88ceHxO+cP38+9913H/fddx933XUX06dPH/a1jDU0TaOtrY329nbcbnevpXtq77VUGlA0GsVsNtPV1cUPfvADpk+fTmZmJitWrKCpqYlzzjmHSZMmkUgkKCoq4te//jWhUIirr76axsZGampqyMzMVKR6l8uFyWSio6NDhRi8Xi9ms5kTTzyRDz/8kHg8zpIlS3C73WRlZWG32zGbzUydOhXoXmKGw2GCwaDijlZVVfF///d/bNq0iblz5/L5z3+e4uLiXnHkuro69u3bx+bNm7n33nsJh8PU1tZSXFzM9OnT1XWn9og744wzePDBB/nhD3+I0+lkyZIlR+CXGzvIJKKsQJNVacFgUE1ictKTYSYpJ3qwZK0MEaUazccff5zm5mZaW1sHHY/BYFDjALjppps455xzeOWVV/jrX/9Kc3Oz2haLxTCZTCoUJVdFB4Ps2CJLrMeC839EDPD27dspKSnhM5/5TL9tqXzbiy66iG9961ssXLiQd955h+OPP35E5xNC9MtA+/1+Nm7cyHPPPceOHTuYMmUKl1xyiRJ9kRnRVGOTWhp73nnn8a1vfQubzaaM9lAwf/58Lr30Up555hnuvvvuEV3PWCGZTBIIBAiHw720DKS3K41xqlHW6XQEAgFMJhNr165l0qRJzJ49m8997nNK4cxgMDBv3jz2799PW1sbN910E9dffz3Lli3j73//OyUlJSSTSTIzM8nOzmbSpEmYTCbVMcNkMjFp0iSysrJUYYPP56O4uJhJkyapRAp0/67vv/8+zz33nIoxX3nllUyZMoWsrCyuueYaVq5cic/nY9WqVTgcDiZNmkR+fj7xeJwLL7yQ22+/nfz8fMrLy3slZ5LJJMFgEL1eT2lpKcXFxXR0dFBbW8u8efO45JJL+POf/8xJJ500rrQe7Ha7KqToi9REVX19Pbm5uar8+0BMJomBxOu3bNnCli1ber0nk6OSwSRDHpLT+9RTT/Hqq6+iaRpz5syhs7OTrVu3qu1yddXe3j7kZB6gehdaLJbxYYCltu5QCOkOh4PPfOYzbN++nfr6es4555wBj5f6Aw7lxt+5cyf33nsvBoOBU045hZtvvlllq1PR91hSyUoIwbRp07jtttt4/vnnhx33mzVrFr/97W+JxWJHDTVJxnxlvFRea2qfNonU+LsUF3c4HHz00UcqZtvV1UVOTg4lJSXqGp1OJwaDAY/HwznnnMOaNWtYt24d5513HtFolNzcXIqLi3E6nSokIB9Qq9Wq+r9VVFQQDAZ79YizWq2sXbuW7373u5hMJk499VRuuOEGysrKcDgc1NXV0dTUhNFoxOl04nQ6KSkpobOzk+eff57S0lLmz5/PtGnT+OIXv8iaNWuwWCy96I0+n4/333+f7Oxs5s+fr0pg9+/fj8Vi4cQTT+TRRx9V38d4wlDuU0m/lDHi/fv3H/QzQ0lwycQY/Idq5vP5ennNra2tymPeu3cvVquVa6+9lo0bN7J27Vq6uroUR7izs/Og50yFTDqPhZDPYTfAVVVVmEwmVqxYMaT9TzvtNB577DFOO+20foYuHo/z0ksvsWbNGsLhMJFIBLvdzrJlywaNxSUSCR544AGuvPJKzjzzzGF5Knq9vpc37PF4VJxoOHC73UoY6GgxwNAdTpDx8oFEZAZqHy8hwwLXXHONahm0c+dOqqurmTNnDjk5Oaq0HOC8887jnnvuYfr06ej1ehWvdTgceL1eHn30UT766CPi8TixWAyLxcJ5553HxRdfTF5eHgsXLmTnzp14vV4mTJhALBbjhz/8Iddddx0rV64kFApRWVmpCmWkFkE8Hu/VvdjtdvO5z32OzZs34/V6aW5uZsKECWzYsKHX/eb1etmwYYNaIcgy98mTJ+NyuSgqKqKxsRG/309XV9eQDbBMZh6tHrPdblex+6EgGo1SUFCgSr5TYbVaycrKUkwaSROMRCKKAdEXkkYqQ5BDNYChUIjHH39cdTeRXPaR6LbI0IXRaBx1L/iwG+DKykoWL148ZHpORkYGXV1dTJkypd82g8HAeeedx7Jly1TQfM+ePfz85z9n9uzZA4YG9Ho9Dz744EEfEDm79n0wUg2TwWBg2rRpQ7qOvmMIhUJHnY6E2WxWS+xU7xf+k8iUcbHUbXq9nvfee4/TTjuNlpYWpeHg9XoJBAKsWbOGhQsXUlRUpD6Tm5tLZ2cnxcXFRKNRmpubicViii/9la98RRWyJJNJNm/ezIMPPsjChQuZOnWqylhHIhF27NjB4sWLeeyxx8jMzFQ0xvb2doQQitO5d+9eduzYgd1up7S0lIyMDHQ6HQ6Hg7lz5yrDrNfrKS4u7vVbS54q/IfeBN2TqQzXSE3ioYq9JBIJWltb0ev1ZGVljc6POMrIyspSv81QIJfsXV1dqgBDepyhUIj6+noVj/3/2/vyIKnrM/2n7+5v39Pdcw8wDAwwDIecBkWRVUtlY1JrTCBmLdysqd2NR6iomzXRSDbuJmZ13aqNR1KJ65LEVBIpMVEXRElESwG5hJFhBkaYu7tn+r7P3x/ze1++/aV77qNH+6miYJqe7u/1vp/3877P+7yU6qOdRr7UQDqdRiAQGPY7a2pqsGHDBvj9fnz00Ufo7+/n7zt37hy/T0xRHQuoMWQqBqhOuwMWN0mMBjKZDJ///OdhMBi4KCZ1gmJnum7dOrz44ou8jW5pacGSJUsADEkhrlu3Lq++rxhU5RePRxePSxd//1jySYTu7m4WCCoWyGQyCILA6m5UTSbmAz2AdG2khTliJZDUIjWi6PV6lJeXs/aDGJs3b4bRaMRzzz2HDRs2oLa2Fp988gkX4uiaG41GXH/99di0aRO0Wi3C4TB+/etfw263QyaT4bXXXkNjYyPq6ur4mMjBx2IxDA4OIhqNorOzE4cOHeKmkkWLFrHaXnV1NdasWYNsNotkMgmv18tSoxQpX3nllXwN8o0+amlpQX19/aicaTabhdfrHZfs5XRiPNoVlL567LHH8Morr+CDDz7g/yNZWDHi8TjS6TSUSiVqamrQ19eHTCYDh8MxYgecTCbDkiVL8NWvfhWNjY04cuQI9u/fj/b2dlRVVaG1tRWtra0Ahq75eCLg8vJy1p6ZbEy7AxYEAS6Xa9QCNj09PRgYGGBHIDX8fKCto0KhwJw5c7B//34cP34ct95664jOFwBHQtJWVPGqDQzpkI5nVXS73SxKU0xIpVKIRqMwmUw550XnTgun+P+INF9fX88CNjRMc+PGjcynlC66Fy5cQDgchsvlwhVXXIG1a9cCGLrfiUSCOboOhwO1tbUcGZPw9+c//3ns2rULx48fxz333JOz26EOuqamJhZjisViaGpqwrXXXouuri7WDBkcHER7ezv6+/sxd+5cLgSm02k4nU7MmTOHnW2+rkoxBgcHsX79+hEHg1KDSywWQ1VVVVGPp+/v7x9TjUOpVHL+f+/evTh06BAAsMh9vkIepSpSqRQ8Hg/fy2AwOGKAk81m8fbbb+ODDz7A3LlzodVq+f7/1V/9FZYsWYL//M//5BRUoYaRkeD3+0cctjoeTLsHqK2txTvvvINVq1aN6v1utxsrV668LPIMh8PM6xsOFosFmzdvRnd3N0fCo4W02CR1IuFweMQJuvkQDoeLUiOCDISiVWkBrtDOJZvNYt68eXj77bdx44038nvzNWgQWlpa4HA40NvbiyuvvBLJZBJdXV348Y9/jCuvvBLbtm2DVqtFWVkZrFZrjoi5TCbDggULcO+99+JHP/oRrr766rxOgqI3nU7HimhLlixBLBbjgt7AwAAuXryIwcFBnqKbTqdhMBg47ziW60cKX4VARaRoNAqbzQaNRoNQKFRUGrVipNNpmM3mUbflWq1WJJNJ6HQ6HDhwAMCQ8/3d736HV155BU8++eSwvx8MBhGLxeBwOEYdcdI1bWlp4ddkMhmOHz+e06VHlLexIhKJTNkCOe0OuKqqCh9//DF8Pt+otuBkFNKIVxCEUacyjh49imAwiH/7t3/Djh07Jq1CfeHCBSxbtmxcv7t+/fpJOYbJBLVm+v1+zmtSgUjchpwPtbW1+Oijj9Dd3X3Z/DwpaJt/+PBh1NbWMnPCarXi4YcfxrXXXsv6CjSpROrUKPKJRCK477778MMf/nBYOiD9Pqml0fnU1dWhrq4OqVQK/f39CAaDOHToEKqrqzkXPlrIZDJs2LChoAOm3CjtMigfqVKpEIvFinJRTiaTvIsZTbotm83iC1/4At5//31+zel04u677x71DEXKpTscDvj9/nGl+Yi1IkZVVRW3JI8F0WiUU5qTjWkvvWq1Wtxwww04ePDgqN5PhSrpQz0Ww2hoaMCOHTtw++23T2qraHV1dV7d4pGgVqvHxB2eLigUCjgcDjidTk63iHPgVOjMB0EQsHz58pyOJoLUsWQyGRbPr6io4DzvihUrcMcdd2DBggXQ6/VMPRPzjsWf2dTUhKeeegp/93d/NyY2iTiSpnSTSqVCRUUF5HI52tvbodfr0dHRkbNlpYYDcQOA9Lzq6+vzfmc2m+Xojoj9xPDIl9opFtBsvMrKylG9X61WY/369VwIA4bOq7W1dVRFZ3rOenp6LmttnijWrVs3bkmCqSqYz0gSct26dXllHPOhu7sbS5cundD30TTU8TAWCoG2JeNx6IFAoOjyvwSr1crjXcTNKEDhlm7KD99yyy1oa2sDcImyFolEMDAwwF11Ho8HwWAQbW1tWL16NcrLyyEIQk4DxmhofQqFgncfk9V5Ri3YWq2WdQDIOWazWTidTpw9exY6nY5ztw6Hg3O+vb29eY+dnC/xg0lhjYqZ1EZbjBEwMJSXzzeQIB/kcjl+//vfjyvSBIauFaU7JtPpCYKA1tbWUTWHSFFVVYXe3t5PBwsCGLpJIxUqih2Dg4PjjmKp0FOMEAQBc+fOZbEa6iKUcoOloG4hcXHV4/GgpaUFoVAIZrOZi17knDdv3sxaE1qtNm+kO52IRqP4+OOPWflNJhua40ZTNfx+PwKBANxuN5xOJ4/Covfb7fbLIkUquNGsNKLFEZuCFrXx5ienA+l0Gp2dnaN6bzweH/Xudjpht9tHfQ5SUIAxFfdnRtjfkUhk1En90eaephupVGrcueT169cXVQOGGMSLJbqgWq3OYTFIH0JypsTLpS07aUpEIhFWjqN8slqthkKhQE1NDQRBgEKhYP7uTIFyhh999BGLv586dQpvv/02V+5rampQW1vL10Ov1zOtKZvNYuHChTki8YlEAh6Ph/nNlEckRbZ0Os36CuOtzk8HxJ1oI6GYqJUE6lwdT/RLmIr8LzBDETDN8xoNjEYj9u3bl1d8faYQjUZztBLGimJrwJBCp9NxbpIYBKQQRaCIQMySiMfj7KxkMhmqq6tzquJEA8pkMkgkEti3bx+2bNnCgjozKeWYSCTw8ccfo6KigqNR4uoePnyY542l02no9XpUVFRg/vz5PNuMGjBoEYlEInA6nbDZbKwiFovFmCkh5lWL/xQjEokETCbTqAaV9vT0QBCEonrGKysr0dnZOe7871Smh2bEAQuCMGqC95o1a/Dyyy/j5MmTLNY90+jv7x+x0j8cSBikWEERKymR0YObzwED4EKdyWTKccAGg4GdD3CJTxyLxbBp0yacOHECR48exRe/+EV2QDMRBVP0u3//fqxatQp2ux1qtRr9/f2IRCLo7OxEZ2cn1Go1DAYDSyXSgpJMJmGz2ZiCFovFEAgEUFVVxbxUKmCKna+Y5kc/FyPE3PeREIlEYLfbeXTVTJ+TTCZDc3Mz3n333XF/xlTuTmbEAY8lzyeXy3HjjTfi8ccfh0KhGLci2mQhGo0iFotNKFor9sm4pGIWDoe520wcnRWaqxUOhy/TYQYuzWwLh8Nwu904f/484vE45s+fj5/97GeQyWS45pprYLFYeNLFdCISieDUqVPwer3cjaXVapknrNFoEI1GIZfLmdokk8kQCAQQCoWQTqcRDAbhdrtZkKa8vJzPg1IMVHiTtnKTgy5WPQiaSjIcZDIZdDodTxmhYuNIbcRTDVIxG88MQ0JlZSVcLtckHtUlzIgD9vv9Iz5sND2XOuC+973vYd++fTCZTBOKPieKkydPFqQajQaZTAYejwfl5eWTeFSTC5lMBq1WyzQgoksRiEcr3ja7XC50dnaisrIyp7OLKGctLS0YHBzE3r17sXfvXkSjUSSTSSxYsACvvPIKlEolmpqaoFarUVFRkcNAmApQSiUej6O7uxu7d++Gw+FAKpWC3+9HJpNBRUUF0+So8EYKdiaTiXUxZDIZotEoaxrQDgK41F1I5ysuvhENjtpwi9UBA8hbs6ECrUajwZe+9CX8wz/8A0wmEwwGA95++208+eSTaG9vn5DzmyhWrFgxasZVPigUioLj0SYDM+KAfT4fWlpaeJw4gJzIAMjtKlIoFFCr1bjuuuvw+OOP4/777x81LWYy0d3djf7+/gk1UVAesNih0Wg4YhOLz5CgCZ1DKpXiKbQAeBvvdDqRTqfxu9/9DgcPHkR3dzfrMpAzl8lkOH/+PFavXo2f/vSnuPfee1FbW4tQKITa2loYDAYu0k0UdPy0oKRSKfT29iIQCOAvf/kLjh07hm3btgEALzxms5mdo81mg8Fg4MWF9DHoWqjVaqahGQwGhMNh6PX6HOdLaQiKdokLLNZNLkaUlZVBrVbjk08+QTabhV6vx5e+9CVs3LgRTU1NMBgMqKur4+OXy+XYvHkzfvGLX8BisUCtVo9ZAnIysGDBAla2mwgcDsewY5Umghm547FYDG+++Sa2b98OAKyyT51H9Ie26uLZbv/0T/+EZ555Blu2bMHVV189bVGDx+PBb3/7W9x5550TokqRBF+xg/iYRJmic6ZxNOLF0WQyoby8HC0tLXj//fdx6tQpDAwM4Ne//jX+7//+D4IgoK6uDitXruS8oNFoRFVVFRKJBDuvHTt2YMeOHbj22mvhcrkQiURQUVHBU44nct2pgYK0ZGnhaGtrwy9/+Uv89V//NcsehkIhHl8vZnCo1WrO+5I6GgmQJxIJlvOk34lGo6w5IWY/kMMlZ6xWqznVU4yg6wYMLZoPPfQQ7r//fvh8Phw7dgwHDx5EVVUVlEol+vr6cPr0aQiCAK1WiyeeeAJ79uzB3r17WRx9OlBdXY3Fixfj0KFDEy4ITlX6AZghB5xIJHjyBAA2rpF4oDTM8d5778WuXbvw3nvv4W//9m9RXV095dvV1157DbfccsuEUweUSyx2JBIJ5r1SQwVFriqVCgaDAXq9nvViqZhEimperxdXXXUVtFotlixZwvKPxCSIx+OIRCJwuVx47rnncOHCBWi1WuzevRsnTpzAbbfdhvnz5zONjcTcKcoajrYmjnap6Nfb24tEIgGZTIZgMMjTLX72s5/h+uuvR319Pb+f8vx+vx+NjY2oqKhALBZjBodGo4FarYbZbIbD4YBGo8HZs2dzaIkqlYodDg0Bpa24wWDgnw0GA39GsSIej0Or1fJ1ffrpp9Hf34+DBw/izJkzeQuIZWVl+O1vf4vPfe5zWLduHdra2uByuRAKhaZcC0WlUmHFihXo6upiPWjgUoszCfOMBnq9fkrtdUYccL6k/kjbzGQyydVIh8OBBx54AK+//jruu+8+OBwOfPvb3+Z5YJOFdDrNkoZbtmyZFOZCOBwuWuEVMUgXoq+vDxaLBUajkVtoCy2URFurrKxEJpNBbW0tFi5cyDxS4saS8QWDQezatYs1W5ubm/GP//iPeOutt/DAAw+goaEBd9xxB5qbmzklMtxWXUyXc7lcPFNO3HkWiUQwODiI06dP4/jx49i8eXNOYZeGepIwkd/v5wGf4oYREhfXaDSQyWQIh8M5Rk1C4wB4iCjxgVOpFCKRCE9yLmbnC4CvH8Hr9eLZZ58t+P6ysjI8//zzuPLKKwEAH374Ic6ePYvy8nKUl5fzfZnsAp0gCGhubsbGjRuxd+/eHHEeALyTIyZLoZlzYpDM6lRhRhxwRUUF3G73sLQj8eQJyg/TNFt6YL/whS9g8+bN2Ldv37hbH4dDIBCAz+fLGatTCMPJY4rh8XjGpUk63TCZTFi5ciU3HIwmBVBVVQWPxwOHw4FQKAS73c7XJRAIwOv1shCTIAh48803cf78eRiNRjQ2NuKuu+6CxWLBtm3bsHbtWhw8eBDHjh2DyWRCOBzGokWLWDtX+txQ40d/fz+8Xi9HWZTDViqVHIm2trbC4/Fg69atsNlsOQsitQXTfLyBgQHE43FYrVYYjUau9JOimcFggNVqRVdXV053JwUZJGIvl8thtVpZeMhiscwK5wsMsURMJtOw3WDNzc0wm83o7+/Ht771LWzYsAGDg4M4ePAgduzYgXg8jq6uLphMJpSVlTFbhO7tZDQ6NDY2wuFw4MUXX8zrXMUNXfPmzeOC+HAwm83QaDQYHByc8PHlw4w54MWLFxfchpBaVjab5Yo7dWRJYTQacdttt03JcVqt1lE3XIw2f+d2uyc9Up8KyGSyMUf85Mza29uh1WqhUCjgcrl4wnFrayueffZZJJNJ3HTTTViwYAFWrlyJuXPnsiZEPB5HOByGxWLBrbfeypMSzp07x1FnoQhYp9PB6/XC4/GwfKXdbufCJy0kGzZs4AU1FArB6XQyVYwWHNp2azQauN1uJBIJ+Hw+LiapVCp0d3fDarWitrYWra2tOUNmKUqm8URUrFOpVDxFg6LnYodGo8GcOXMKOqtFixbh5z//OVQqFXbu3Im33noLu3fvxrlz5+B0OnOi50AgkBP5Tub5nzhxAidOnBjVe51O56g6WY1G46ePBWGz2fC9731v2LQD/d9syJeOBeFwuKibMMYDUq86e/Ysvv71r2P+/PnMBKBIRC6XI5FIYO3atRAEAY2NjTzlmHKq9Ccej/PYmnQ6DYVCgYULF6Kqqop1JaSGSxM9Vq5ciUgkwiwNi8XCeXfiporlLc1mM0wmEwKBAPr6+nLE5zUaDctSUt5aPBVFoVAgEolwVCvWhpbJZDCZTIhGo9BoNFxsI47sbHG+wNAideHChYLRbyqVwq9+9Su4XC4cOXIETqdz1DnemWBHAJf4/CMhGAxOacpwxngvw1FuxtJ5M5tAxazRTOWYTlDUOVZBHJppRgMt6+vr8bnPfS6nwQC41HjS0NCAuro6HmOvUqlYdc1sNsNoNEIul8NsNkOn06GsrIzbQImSBhRelCm/J41sxCkfqdC8SqXiaDSZTMLj8bDWAzVl6PV6hEIh9PX1ob+/HyqVClqtloeI2u12RKPRy0YLURRONDW1Wg2tVstFy9kCUokrhPPnz+OnP/0plEpl3jHzxQoxtVKhUFzGlqB01FTpQAAz6IA/i/B4PDPWbjsc0uk0Tp06BUEQeDqxQqGA0WjMuxCm02n09/ejra0Nbrcbc+fOxZIlS7hSTrlPYkuo1WqWYyQmABW6DAYDKisrOb2USqUQj8ehUCiQyWSYRzpahzXc+0iNjZyl2+3m7TAVHL1eLxwOB/R6PcxmM2KxGHd3LViwgKM7KuSUlZXB7XYz/UwMMmxyukRdm03Od7QQt6zPNpAanRTEmphKjY6SA55GHD58GPPmzZvpw7gMNJU3FAphYGAAyWQS4XAYDQ0NeccK+Xw+vP/++6iqqmKqGTleqV6EyWSCVquF0WhkBgjpTBgMBixYsABqtZrH8tBWXavVsubCZDisZDKJtrY29PT0IBQKwWAwIBgMstPQaDRMT+rr64NOp2PVNorW7XY76wCLF9GXX34Zy5Yty5sWITYJRcOfRucLgDv6ZiOy2WxexUVBEEYlQDQRlBzwNCGbzeLIkSP45je/OdOHchnIUajVam4gKCS+Dgw9mIsWLeKcJ1X684EcnVKpRHV1NWw2Gw/jXLp0KUeepKmgVCphtVoxZ86cMY2dGgnEUa6urkZfXx8SiQQ0Gg1HpuIJFZFIBJFIhMdhUTQsbhcWd2y+++67ePTRR/M617Kysk+14yXMBmrlWEB9CVOtZVFywNOEwcFBrFixYlQjy2cCYkcXjUa58SEfPB4PO5ThnC8wRGR3uVwQBAEmk4kVwmgIZ2dnJyKRSI42AqUAJjNVo1arudli3rx5GBgYQDQaRVlZGXQ6HVwuF0e2NJU5HA4jEAjAbDZz3lin03GThiAI8Pl8WLlyJerq6vJ+b7Glm0oYHZRKJXdPTun3TOmnlwBgyEnt2bMHW7ZsmelDKQixtgMwvGRoJpOBXq/ntMNwoIJTOBzO6UAKBoMc9VIBLh6PY+7cuVPa2Ug0M+Ls0veoVCro9XoeF59IJFhQniZa+Hw+yGQyeL1eKBQKWCwW/P73v8ff//3fF62OQwljh0wmg9lsnpLeAilKT8004PXXX4dMJhv1YMOZADleok0VKsARyDlTmkIsxCIe3kkPc19fH/x+Pzu+dDrNY+fnzZsHv9/PP081AyYfy0ar1UKn06G/v5+LZzSNJZFIIB6Ps7AOvf/AgQPQarVoaGiY0uMtYXpBXY/TUVQsOeApxunTp7Fr1y48//zzM30ow4LaeMPhMCoqKgrO7MtmszCZTJc9nHq9notWfr8/R4KQuLiJRII/l8YQGQwGpNNpGAwGJJNJeL1epmxNJ4LBIE6dOgW3283cYzpOoihRG7VCoUBbWxs3HJSi308PjEYj1Gr1lHW+SVF0Tw6R8CnHeOzYMcyZM6doh1gOB5fLhQcffBDf+ta3inJWFoEKSpTvMplMwzoVsdYvMLR91+l0zFiQ/q5Go4HJZOJxP8lkEgcOHIAgCJx/pS4xYIj4P9V6wGKIq+CUAxZT4UhshqLiUCiEF154AY8++mhO88VnEVLub1lZGSKRSFHPuCsE4ncTI2c6UHQVgmPHjmHnzp3405/+hK6uLrzwwguzol9eilAohPvuuw+rV6/G9ddfP9OHMyxosQsGgzCbzdDr9QWr9qSvIJ4FRwpnpL8gjV7lcjn+8pe/4N///d/xhz/8AV6vFy+99BJ6enrQ0dEBp9OJUCjEPGGPx4OBgYFppTWVlZWhqakJNTU1sNvtrAdBkT7R0ZRKJZ577jlcd911uO222z717IaRYLPZYLPZsGDBAhgMBh5KOttAinvRaHTKqWdiFF0EvHr1ahw9ehRPPfUU1q5di6997WtF1zk2EmKxGL773e8iGo3ioYcemhVdfaT7S/PQCkEqOkQtw6FQiNMLSqUSKpWKRZRkMhluvPFGdHd348UXX8Q777yDtWvXAhiiL1HqgiLgQCCAZDLJcpdTDcoJW61WLFq0CD09PTzbjQqHgiCw85XL5di5c+esdTaTiYGBAabyVVRUsHrgbAI9eyRFOp2dfEXngNVqNe655x40Nzfj1VdfxZo1a2b6kMYEt9uNhx56CO3t7fjNb34Dk8k004c0Ioj7a7FYYDabh936U66YaGMkMUmFC2DIARuNRnZe8XgcJpMJd999N5YvX45nn30WS5cuZYlLu90OvV7PM9koBzydKQganRQKhXKGb5aVlUGv18Pj8eAHP/gBPB4PXnrpJVRUVHzmo18AvPMh+U2v1zvThzQmUOt7MBhEPB6f9maSoktBEGpra3H77bfPiuhRjGeeeQZvvPEGtm7dOqOz68aKdDqNysrKEYtf4uYMmUzGEo/SB5e63yg6AsBFuJtvvpkj52g0Cp/Ph0AgAJ1Ox0wIGoMzHaDut76+PhZpoW48EuL55S9/iSNHjuDmm2/GwoULS85XglQqhWAwOOu64fR6PQ/ZnYljL0oHTBHZsmXLZvpQxoz77rsPv/rVr/Dqq6/O6DDCsSCbzcJqtY5quy+efkB/S8etU0eZ3+/n6ROZTAaJRAKvvvoqFi9ezCLfgUAAvb29OfqtNJNtOiJgcr5Op5OdKhVgqKiYTqdx55134uGHH8af/vSnWRflTTWUSiVuuOGGvIM7ix3pdBo6nQ5Go3FGRoUVXQoCAM6dO4eDBw/mOOB8Y0+AS0Uh+kN6AjSFIBgMcgVbqlmQyWRgs9lQW1s7acZutVpx7bXXYteuXWhvb8fy5csn5XOnEtlsFhUVFaO+BuKhlASaH0eTggFwRBGLxdDZ2YnTp0/zVGESqCE5x1gshmQyySPgqUkjEomw8w4EAuzQxdEKicXTbEFgSHO6ubl5xDwtLQ5GoxF6vZ5HzNP4I3p2LBYLDAYDXn/9dZw6dSpH+/ezDkEQcPLkyRxqIl07KSh9ZTQakclkONdPwkf57JWGqJIPoPl0kwFibJDw+nS3VBeVAx4YGEBXVxfee+89eL1e/PznP4ff70dvby96e3uRSqVgs9k4slQqlejp6UEkEmGaWjKZRCKRgNfrRU9PD3w+H7eYKpVKKBQK6PV6VFRUIJ1Ow2az4dlnn8XChQsn7TxUKhUeeOABnDt3blY4YMq7jmZbnU8PAQAPnBQjnU5jcHAQR48eRSwWw4kTJ+D3+7Fv3z6EQiF0dXWhp6cnZ0qy2LGn02kEAoGcCFo8oZkgZmQQdDod9uzZM6KjVCqVPBw0HA4jGo3yORIZnyL7bDaLr371qzhx4gQ2bdr0mW8zNplMPBtPq9XCYrGwgp0gCMhkMigrK+OiHNlrKpXC0qVLOYUFDC3S3d3dzLWmhh6xvWYyGajVapw/f35Sebq0a9PpdJPq3EeDonHAvb29eOCBB9DR0QG3280Sf4IgsCoWrYZUrKFJyna7HT6fDxqNBtlsFi6XCy6XK6ePWy6XcwEpmUxCqVSiu7sb5eXlOH369KQ6YGBoPMpLL72ELVu2THtTwVghdqojgYRrhsuXZTIZdHd3o7+/H8FgEI888ghrLUwXwuEwPvzwQ1x33XXDLiykP0F6v1QAJMcbjUY54o5Go5gzZw5+8Ytf4K677hr1tJRPI8xmM5YtW4ZkMomBgQF0d3ezqBM51mw2i56eHrbXZDLJWh8ej4ftwuVywe1252iKEB8bAA9C7enpgcPhgCAIk94oQeJL050LLhoH/Morr2Dfvn2IRCLIZrOsQkWi3eK8o8Fg4G0K6atmMhl4vV44nc68uSiiQ1FOLxgMsvg4DYWcTGg0GpjNZpw/fx5LliyZ9M+fTIyloDSSslcymcTZs2d5+sVPfvITOJ3OvJ8z1Q759OnTnC4phGw2C6/Xi66uLsjlch4xT46ZIjH6mQqFLS0tuPrqq6f0+IsZRqMRZ8+eZXu1Wq3Q6XQ5Lby0oyGBfLJX0tj1+Xwj2isAtld69qaiL4Ccrkaj+WzygGlo45o1a/DlL38ZDocDVqsVDocDTz75JI4dO8ZdVmKZQrqZnZ2dI467Fnd80YRbnU7Ho9cnu7K9evVqnDp1qugd8FhARpWvTz6ZTOLixYsoLy9HY2MjtFotp4vmzZuHm2++GXa7HUajEXV1dXjkkUemZPEjtLe357Q/S0E7IpKqVCgUiEajiMfjvPOigZpk+AqFAldddRVOnjz5mXbAtBMVa4ZQK3lVVVVO2kHc2EMR5kTstby8HB0dHZMulB4Oh6ed3VI0SSwSu77ppptQVlaGuro6LFu2DKtWrUJdXR3n4Gg7QsM6fT4fOjs7EQqFRh1R0Sia8vJy1NXVwefzDSupOF4sXrx4WlfT6QKR1ul+iAugy5Ytw4oVK3iRpBbsK664ArFYjA3y6quvnvKF6cKFC8OO0iFjI/4yFfmomEhOhJ4rSk8sXboU/f39s2b0zlShuroaVqsVNTU1MBqNqKysRCwWy2GJkK3RNZ4Me3U4HAUX1Ykgk8lMO2+/aCLgpqYmOBwO9PX1YeHChbDb7TCbzchkMqivr2dKEEW+oVCIp9WOBWq1GmVlZTzY0ev14tSpU3C5XJPO2y0vL+d/k7MSn8NshUwmw4kTJxAOh2E0GlFdXY3y8nIeYEmOLZvNsk5uX18fbDYbLBYLVq1ahXQ6PeU8aa/Xi/PnzxfUayDxIZfLhXg8zuyMVCrFrIpUKsWpCEJlZSUSiQQL92QyGRgMBh7l9FngCBNPOxAIcATc3d2NdDqdszula0EDWsca6JC9mkwmyOVy+Hw+hMNhCIIw6bS3RCLBUbVGo4FOp0MkEplSTeCiccD19fWor6/HhQsX8OCDDyIej6Orqwvd3d1oa2tjqhExHKhdVQzKEeXbmigUCpSVlbHaERVZaBx5R0fHpDqEbDYLpVKJW265hV8jmpR4Yu9sNFYqaA4MDMBut6Ouri4vh1gmk6GpqYkLnv/yL/+Cnp4etLS04M0330Rra+uUHmcikcCRI0ewcePGvNdZnFOkUUhqtRqJRIIbSCKRCBeBI5EI/H4/Lly4ALVajTfffJN1grPZLLRaLaqrq3HNNdfAYrHMuiaisSAYDGLlypU4c+YM2tramMZot9uhUCiYcRSPx+H3+ydsr8Q1D4VCUCqVPItvskDTuc1mM1wuF1QqFetc0PNx7ty5SS/QFY0DJr2HTz75BH/zN3/D1CPgEs8zEAgwVYhupsPhwLp16/Dee+/hrrvuQjQaxXPPPZfz2TTzrKysLEdEPJvNwufzQa/X48yZM9i0adOknQ89XBQFk6FTAYHaHmdjxKRQKLBhwwasWrVqREczb948GAwGdHd3Y+vWrQDA492H24KSM7t48SI2b94Mj8eDo0ePjvlYjxw5wnlcgvh7FQoFTCYTDxClyFfslLVaLeLxOA/xVCqVWL58OZ/3nDlzuNjn9XrxzjvvoKGhAY2NjXnJ/dKp0bMxlUFOFRgS5Ekmk1wQ12g0SKVS8Pv9l9mrTqeDyWRCMBhk6lpHR0fOZxOziVgmxAGm79Xr9ZOmjkjFYOrobGtrAzC0wyZKmkwmg81mgyAIk85DLhoHTMl1EnahFZSqkj6fj8n64i3BY489hrvvvht33HEHbr31VvT19eGNN95AZWUljhw5Ao1GA7vdDkEQOOqlyDcajSIYDKKmpgZnzpxBKpWasLbraDu4yBEnk0nE4/FhFcimGnQ9gFxGhPjf5CToNRo0CVzeJEM/E5ulpqYGPp9vTJ2BW7duxfbt2/HNb34TGzduRE9PD86cOQOdTjcmCtLhw4fxwQcf8FBM6fmIj1s8rl7sHKllurGxEQ0NDXC73Th37hy3LDscDnYI4XAYfX19OHjwII4dO4bFixdDpVLlXD96PqT3ezbVCyKRCKcAVCoVpxuouaaQvep0Ong8HpSVlSGZTCIajbICX19fH7RaLWuDiIX9pfZKjRMTqd2QYx0cHBw2IKDdHjC02NbU1ExaNFw0DlihUGDhwoV49913ebuRTqfh8XgQDoeRSCQQi8X4IsnlcixbtgynT5/GwYMHcfz4cdx7770wmUzYtWsXKisrceONNwIAb2FoFaUbT5GYSqXCwMAA69BOBHK5HPF4nBeQkUCqYYODgzOmeRyJRHDixAmO2qV5aqlTkkJckKO/6Vpns1nU1NSgpaVl1Mej1WrR2tqKP//5z+jt7cUTTzwBlUqFRx55BAaDAd/+9rdHnZdzuVzo7OxEbW1tzrkM9286bkp5ORwONDQ0oLe3F5lMhlusrVYra2gQZZJSMRRRHThwAKtWrSq4sIm/ezaNdafUnVarzelM9Hg8Od2N4utbX1/PuguhUAgmk4m7z4LBIMrLy5l9Iv7MZDLJynQkdyoIAgwGw7gdMNndwMAAd+XlyylLdymdnZ2w2WxYsWIFjh8/PuHdS9E4YABYs2YN9u7di66uLh4BQ/O5xFxgYCh/+oc//AHPPPMMbrnlFtjtdvT09OCmm27C+vXr8eyzz3JjhjjHRI6cWmL1ej1SqRRcLhe6u7sn7IAzmQwzNKRIJpMIhULM5CB+pFarRTgc5nHp041MJoNAIJCzNRY73XwPWaHX8702lpE9KpUKjz/+OPbu3YudO3dCo9EgkUigubkZV199NZ5//vkxFUWi0Sg6OjpQUVExbLRL/ydeOGQyGSwWC6qrq+F0OnHmzBkIgsBdXj09PbBarejo6MCRI0egUqmwYcMG1NfXI51Ow+/3w2azMTWPrpv02tHPk02rmmrI5XJUVVWhq6sLsVhsWHvV6XQ5jVSCIGBgYIDn8DkcDpjNZgCX6IHAJXslwX69Xo9EIoFQKASj0TjuhgxKidhsNm53l0IQBKxatQo6nQ5nz55FZ2cngKEBuzabDXa7fcJ56KJywA0NDVxkE29f8kUGsVgMn3zyCZYsWYLFixdjz5492L9/P/71X/8V27dvR0tLC6+gFJHF43Fe5axWK0smRqNReL1etLe3o7m5eULnkEgkuFtMCpVKBavVikwmg08++STH2RqNRgQCgRlxwOLodaRGC7HzEBuKdHsvfn3RokWjnrGVzQ5Np6iurobD4cDOnTvxzjvvYPfu3fj617+OCxcujPncTp06hRUrVuS8Jn0PHavYAQuCAIvFwroiZrMZBoMBPT09CIfDyGQyqK2thSAIWLt2LVKpFI4cOYKmpiaUl5dDoVCgtrYWb7zxBtObpFG3+BhmmwN2u90wGAyjstd4PA6XywWTycQURXK4tEDTc0PPYjweRygU4rmCZrOZnXwwGITdbh/z8yCFIAhIJpOczxZHvJFIBO+++y4UCgXWrl3LDhgAurq6JmXKTVE5YLvdzlt4GgtT6KGMRCL4yle+gvr6evzzP/8z5s6dizvvvBPd3d04cOBAzqpG4tp+vx9KpZLbGWOxGOdsDQZD3o6t0UC8PZeKv+Qztkgkcln+KJPJzOhsMRorI41+pRA7V6nTkP5Mn0PV5NFc31QqhZ07d8JgMGDr1q1Ys2YNamtr0d/fjw8//HBclCCv13vZVlUa8UpfB8AjiWQyGZYsWQK9Xo/BwUGEw2Eu3mo0GgiCAJPJhHPnzjGLgq5dKpViwZdCC9xsLcZ5PB7odDrE43FOExSyV0orJhIJqNVqZhrMnz+fu13FNhGLxeDz+aBUKrmGI7ZXo9GIYDA4ruMW5467urr4dWJCAMj5bIPBcJnIvFar5WGzE0FREVK1Wi1Wr17N+Z6RClrhcBhPPPEEtm3bBmAownz00Ufx5JNPcgRKWx6v1wu9Xo/y8nKoVCpuoaSoR61Ww+12j8sIpM705MmTPN5czLigyMBgMFymPeF2u6ddCIQgbqggIxHn3SjqoJFB4tco10cTg+ln8XuUSiXmzp076uOJx+O4/fbbsX37dmg0GtTU1OA//uM/8MADD4yrUEk6vyQYJF7gadim9OdoNMoLBukY7N+/H729vThz5gycTie0Wi2zAQRBwOrVq/HFL36RHZJOp0Nrays3+oi/R/pnOOdVrCDeLN3rkew1m80yzQsYSgO0t7dzlAuA2RMejwcGg4HnCEqDFpVKNS6qH2lRiFFXVweNRoN169ahvr4eyWSSOz6BSwNbxbBarZNCMyyqCBgANmzYgKeffpodocFgQDgczltxTKfTeO2116BSqbho19/fjz/+8Y+IRCJIpVIIBAJIJBI82QC4RGshClggEMDAwABXtsfaZUPiPsDQQ/bUU09h+/bt2LhxIxvVK6+8gsOHD+Pxxx/PIagTYrEYqqqqxny9JgO03RO35o4U6QKXR4/SzxSf46JFi3D48OFRH9OxY8fgcDgwMDDAUeR77703rgWyv78fHo8HJpOpIPtB/DdtgQcGBjidFIlE8D//8z/YvHkzT1DIZDJ4/fXXcf78eTz//POwWCy4ePEiVCoVVCoVHA4Hdu/eDbVazQwQYtrQNRU7rNnmgLPZbI4WNMlMkpSoFPReYsYQT5iof6QhTfZKmi/ioagymQx+v5/zsIIgjCkSlslkWLp0Kbq7uwEgRyGxq6uLU4Tl5eUsAJTvXBobG9Ha2spSCFqtlguMtHMCLmlaFGJMFJ0Dbm5uhiAInJOhv6Ug3ubLL7+MP/7xjwAuPRDA0Ors9/sBDHWk0UOfzV6SpqTBiySwMjg4iM7OTlRXV/ONoZs+XBVbfHFlMhkef/zxnBE9wFCESxJ8Ung8HuZR5stPTjU9jRwwRehiGhn9P70m5dMW2j5LUy9z5swZk9LU4cOHx+Swh0MwGERHRwdqa2uZU06GIebp0i5APBmZuuCSySR27NjBzyZRJBOJBOrr6yEIAtRqNT+Der0ehw8fxp49e1BXV4fOzk4uLFPHJw36pM8f75Z6JkGUUXLCZHNSkL0CQ6lGavem5yyfvdKzQveMHBvx6RUKBRwOB7fBy+Vy1ikRp6qoMSQejzMdkRxnKpWC2+1GLBaDx+PBxYsXAQw9MzS1RYrFixfjmmuuwaJFizhSt1gsaGtrw/Lly5FMJjlo1Ol0CIfD+O///u+816XoHHBFRQUqKysLOl4APECRBiUCuVEMCXqTViltFciBkFMlh6PT6RCNRtHT04Pt27fD4/FAEARuR6Q8H5Hyt2zZwhNxiRZDTRUAmPIkxje+8Y2859Ld3Y1wOIy6ujp+IPM5NYqWCnUOTQSkNkUoVBASH1uh/LD4/8T3xGAwzIjeKjB07f73f/8XcrmcGSrZ7FDnGjkFmUyGyspKbnnt6elBNBrFhg0bsGDBAsRiMTQ1NXExjhzC9u3boVQqYTAY2CGEQiH8+c9/xve//31cvHgRp0+f5qIeRXzEcaWc8WwFOZnhBnEqlUpYrVYYDAZ+hsm5UrGL7NVkMuUELmRT4iKuIAhMdSMta3LK1DRDn6dSqTBv3jysW7cO6XQaV1xxBcrLyzEwMIAPP/wQAPLSzyKRyGW8bKoF/OhHP8LGjRv52LxeLwwGA6cylUolgsEgTCYTZDIZIpHI7HHAgiCgrq6OO1KkUKvVOdJ3wCVDT6VS3HlDEw6AS8UgcfRGff7ESezs7ITVauU0gMlkQjgcRn9/Pzo6OthIqEVyy5YtvIoCl9gPtP0sBIo2PR4P3G43wuEwFixYkCP+QsebjwY2FQ6YGCLiyFcs3yneAdD/08OXz9mK/xYT6WfKAQNDRkbiQJlMBpFI5DKhnrNnz3LTRCqVglqtxje+8Q1s374d8+fPx7p16/gcKJIlh3H48GEcPXoUPp8Pp0+fxt69ey9rPMkX4U6FCNRwmMyCH30WDVTNB9JyILU58S6Vmq6k9koQd4mSvVJBney1pqaGxfqpu5R2lOFwGAqFAl/72tfw3e9+Nyed9NJLL+G//uu/cObMGRw4cKCgTc2bNw/r16/nBXrLli1YtWoVHxMATm2RdClR5uj+D7eDnbADzlflH8/vE+RyOVavXo233nor53XKL9HWXkqHIipJNpvlfnTxcYmPjyr+crkcsVgMLpcLyWSSqUNz587FunXr4Ha7odFosGfPHnR2dqKqqgr33XcfvvzlLyMSibBDF3eCkeYpHSN9L90cKsZQe3RVVVWOw5NeU3HlvNBYpomCtFkDgQBvq/v7+wEMia5QdKHRaHiVp4ePClZ0XYnyRxOGiSxPW8eZBBk/DdsELneAYr2CRCIBp9OJH//4x9BoNLjxxhtx1VVXcdOM1+tFQ0MDPv74Yzz99NMFg4aZBIklUaGwubkZMpkMHR0dCIVCCAQC/CxHIhHmzuv1em4FpihTqVSioaEBFRUV6Ovrg9FohFKpxMWLFzmnSpDaK5CbqhPbq81mK8gAEudQqTHG6XSyvcrlcsybNw91dXVM7Tx06BAGBwdRVVWF+++/H1/5ylf48yhQstls+MEPfoBoNIrf/OY32L9/P+RyOdrb23lyx6JFi/CTn/wEa9as4RQdLdBSexUHS2J7pf8vBNlYDHrNmjVZaV4unwPOt8pKuaPSgxRPrNi9eze2bdvGv0MiGRT1in+Pojd6eIhjWChnK85tEjeRjM5sNqOhoYGnbQiCgNOnTyORSODmm2/Ggw8+iIaGhsucOeWU6LzIMdOKn81mOacl7hYTnzMdUz7NAil5/4YbbsCJEycmLTFss9myq1at4i1XPB6H0+lEJpPhHJvJZILNZgMwZDw+nw+hUIjfp9frOf2j1+tzGk7oczUazaQKqEwGKK84Wjuge08sG4vFwhHXZCCbzU7afS0rK8vef//9KCsrY4fY1NQElUqF1tZWqFQq9Pb24vz585DJhtqI58yZg4qKChZRcrlckMvlKCsrY/EllUqFUCjEDvqFF17Azp07L7NXrVbL10nsjIiPr9FoclrwxS3a+Qq9Unu1WCyYP38+s1R0Oh3b6w033IDvfOc7aGxszLkmYkVCqR9SKBTM7x4YGEBVVRXPpZuIvf7/e3E0m82ukd6jMUfA0u2w9HXxwUlbU8lZSR94sdOSyWSoqanhvJLRaGSxFPHqA4AjylgsBovFwmyIQlQY8XFlMhl4PJ4c0rh4ACRRTxYuXIhHHnkEmzZtykl50LmTkxVf9HxFLDr3fKkFSmUU4t9ORdQrRiQSQWtrK6cWBEHg6IgKRzqdjud15esc8nq9/Jp4wrEYM8lzLoSx9vOLF28A4+aOTwdsNhu2bNkCmUzGo4NINpQKR0TPpPSMeEFKpVIoLy9nm6X0nEwmQ0VFBf9748aNbK8mk4knDEtThERZi8fjsFqtl9mrNHATO21KLYjtlQTdibr20UcfYeHChfj+97+fY6/izy5kr/Q9VAinhUHcoES2O1Z7Hc5+x2QR4tBb6mRpm5BMJnOMU/yA5zvYfLBYLCgvL0c0GmWJQIogKW9LLYrEB6SLLWYvZDIZbokUF7AikQi8Xu9lUQvdzGQyif7+fmzduhXf+c53UFlZyeea75pIr4P4u/ItUtL0Cb1fupsQr87SFXUykUgkMDAwwFVhKmRkMhl2rCMJxYwmLz2btA4+DdDr9WhoaIBKpYJGo2ElMZlMhtraWo566fkS6+ECl7NcCj1/lZWVqKioQCQS4cKXWEKSFoBoNMrdoBRNEkOBfqaFjdgnpNHg8/kuK1aSY47FYnA6ndi2bRsefvhhXhzGYq/02nD2KrZZqb2KP4s+R1xHKYQxO2C6QOSMKZ9aaEWQ3jjxyiO9wfRvm82GTZs24cSJE0wXI/EP8b+rq6uhVquRTCYvo4sRx5A60+jzQ6EQ672KtSIoQqUZVvfccw9uu+02pq9JtxXSmyUtVImvRT7HKn2P+PpJH3RxR9ZUgCITgtjZzjZuagmXoFAomNNOCyu1C0sX9UKONt9zLf23zWbDNddcg5MnT7J2MjlGSg94vV5UV1fzzD1xmo4cVyKR4DoBbflJiEuj0TDNT2yv9P33339/QXuV+hrxuYnPZSR7FRfdpVExgRYVOr6RAqcxO2AxV5Scr/TgpCiU06GfpVsPpVKJRx55JKeLTHpy9D5xOkPqEKV5G3G3l/hnWp2z2SxXbMXdMuIbKL4p0v8Xv07HKr0OYj6t9O98qRlx+qKEEsaC8dir1AlJnz3x79DrSqUSjz32GLdgi+1BbK/imgj9vtiuhrNXsg2xvWYyGW7GGKu9Ss9hJHstlKcuZK/Szy6EMTlgihDFH0onmW91kUZ30m259CKJIRYvEd8YgnQ1Fp+wdDUrFIGL3ytdBaXHne+7C30vId8WRPyA5btW0vREoQenhBJGwnjsVbyFFv8ffcZM2Kv0u0ey10KYiL3mu1bD2etIkS9/1liMWiaTuQFcHPUvlDBVmJvNZh0jv210KN3XokHpvn56kffejskBl1BCCSWUMHkoKjW0EkoooYTPEkoOuIQSSihhhlBywCWUUEIJM4SSAy6hhBJKmCGUHHAJJZRQwgyh5IBLKKGEEmYIJQdcQgkllDBDKDngEkoooYQZQskBl1BCCSXMEP4f5+sG4a5xkNsAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = cv.imread('/home/god/图片/头像.png',0)\n", "ret,thresh1 = cv.threshold(img,127,255,cv.THRESH_BINARY)\n", "ret,thresh2 = cv.threshold(img,127,255,cv.THRESH_BINARY_INV)\n", "ret,thresh3 = cv.threshold(img,127,255,cv.THRESH_TRUNC)\n", "ret,thresh4 = cv.threshold(img,127,255,cv.THRESH_TOZERO)\n", "ret,thresh5 = cv.threshold(img,127,255,cv.THRESH_TOZERO_INV)\n", "titles = ['Original Image','BINARY','BINARY_INV','TRUNC','TOZERO','TOZERO_INV']\n", "images = [img, thresh1, thresh2, thresh3, thresh4, thresh5]\n", "for i in range(6):\n", " plt.subplot(2,3,i+1),plt.imshow(images[i],'gray')\n", " plt.title(titles[i])\n", " plt.xticks([]),plt.yticks([])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "712bd510", "metadata": {}, "source": [ "### 自适应阈值" ] }, { "cell_type": "code", "execution_count": 125, "id": "70a87893", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T07:09:29.650484Z", "start_time": "2021-12-13T07:09:29.336043Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = cv.imread('/home/god/图片/头像.png',0)\n", "img = cv.medianBlur(img,5)\n", "ret,th1 = cv.threshold(img,127,255,cv.THRESH_BINARY)\n", "th2 = cv.adaptiveThreshold(img,255,cv.ADAPTIVE_THRESH_MEAN_C,\\\n", " cv.THRESH_BINARY,11,2)\n", "th3 = cv.adaptiveThreshold(img,255,cv.ADAPTIVE_THRESH_GAUSSIAN_C,\\\n", " cv.THRESH_BINARY,11,2)\n", "titles = ['Original Image', 'Global Thresholding (v = 127)',\n", " 'Adaptive Mean Thresholding', 'Adaptive Gaussian Thresholding']\n", "images = [img, th1, th2, th3]\n", "for i in range(4):\n", " plt.subplot(2,2,i+1),plt.imshow(images[i],'gray')\n", " plt.title(titles[i])\n", " plt.xticks([]),plt.yticks([])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e3257514", "metadata": {}, "source": [ "### Otsu的二值化" ] }, { "cell_type": "code", "execution_count": 126, "id": "f2149e87", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T07:10:27.893377Z", "start_time": "2021-12-13T07:10:26.576112Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = cv.imread('/home/god/图片/头像.png',0)\n", "# 全局阈值\n", "ret1,th1 = cv.threshold(img,127,255,cv.THRESH_BINARY)\n", "# Otsu阈值\n", "ret2,th2 = cv.threshold(img,0,255,cv.THRESH_BINARY+cv.THRESH_OTSU)\n", "# 高斯滤波后再采用Otsu阈值\n", "blur = cv.GaussianBlur(img,(5,5),0)\n", "ret3,th3 = cv.threshold(blur,0,255,cv.THRESH_BINARY+cv.THRESH_OTSU)\n", "# 绘制所有图像及其直方图\n", "images = [img, 0, th1,\n", " img, 0, th2,\n", " blur, 0, th3]\n", "titles = ['Original Noisy Image','Histogram','Global Thresholding (v=127)',\n", " 'Original Noisy Image','Histogram',\"Otsu's Thresholding\",\n", " 'Gaussian filtered Image','Histogram',\"Otsu's Thresholding\"]\n", "for i in range(3):\n", " plt.subplot(3,3,i*3+1),plt.imshow(images[i*3],'gray')\n", " plt.title(titles[i*3]), plt.xticks([]), plt.yticks([])\n", " plt.subplot(3,3,i*3+2),plt.hist(images[i*3].ravel(),256)\n", " plt.title(titles[i*3+1]), plt.xticks([]), plt.yticks([])\n", " plt.subplot(3,3,i*3+3),plt.imshow(images[i*3+2],'gray')\n", " plt.title(titles[i*3+2]), plt.xticks([]), plt.yticks([])\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "f261f709", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "30ce3a32", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "ca279983", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "5f031430", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "c8b3f996", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "595579e0", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "6c567d54", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "5646bdc7", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "6b74be29", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "689f4be8", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "b6ebf297", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "f7fcdaa9", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "6ce37961", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a31025e7", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "e4c16dd2", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 117, "id": "9612843d", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T07:02:16.697501Z", "start_time": "2021-12-13T07:02:16.693825Z" } }, "outputs": [ { "data": { "text/plain": [ "(510, 509, 3)" ] }, "execution_count": 117, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img.shape" ] }, { "cell_type": "code", "execution_count": null, "id": "62881e19", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "23b32e4d", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "64e1f00f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 65, "id": "1484309e", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T05:34:49.725532Z", "start_time": "2021-12-13T05:34:49.720835Z" } }, "outputs": [ { "data": { "text/plain": [ "111.80339887498948" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import math\n", "from math import sqrt\n", "50*math.sqrt(5)" ] }, { "cell_type": "code", "execution_count": 59, "id": "64b86a4c", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T05:31:26.720413Z", "start_time": "2021-12-13T05:31:26.707857Z" } }, "outputs": [ { "data": { "text/plain": [ "3.141592653589793" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "math.pi" ] }, { "cell_type": "code", "execution_count": 62, "id": "23dea259", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T05:33:46.649495Z", "start_time": "2021-12-13T05:33:46.644276Z" } }, "outputs": [], "source": [ "b=-3/(2*math.pi)" ] }, { "cell_type": "code", "execution_count": 63, "id": "f701f7d5", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T05:33:46.961365Z", "start_time": "2021-12-13T05:33:46.952958Z" } }, "outputs": [], "source": [ "a=0.75+math.sqrt(3)/6" ] }, { "cell_type": "code", "execution_count": 66, "id": "251fb5b2", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T05:34:53.001336Z", "start_time": "2021-12-13T05:34:52.989516Z" } }, "outputs": [ { "data": { "text/plain": [ "0.008974596215561346" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(1-a)**2+(sqrt(3)/2-a-math.pi*b/6)**2+(1/2-a-math.pi*b/3)**2" ] }, { "cell_type": "code", "execution_count": 67, "id": "445ea577", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T05:41:52.141593Z", "start_time": "2021-12-13T05:41:52.136829Z" } }, "outputs": [ { "data": { "text/plain": [ "0.4534272185746878" ] }, "execution_count": 67, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(3+2*sqrt(3))*9/(13*math.pi*math.pi)" ] }, { "cell_type": "code", "execution_count": 69, "id": "65dc7ea3", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T05:45:15.566171Z", "start_time": "2021-12-13T05:45:15.559195Z" } }, "outputs": [ { "data": { "text/plain": [ "0.9958578786697408" ] }, "execution_count": 69, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(93/26+18*sqrt(3)/13)/6" ] }, { "cell_type": "code", "execution_count": 77, "id": "39476fd0", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T05:56:05.317517Z", "start_time": "2021-12-13T05:56:05.314232Z" } }, "outputs": [ { "data": { "text/plain": [ "-1.4206112652259657" ] }, "execution_count": 77, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from math import log\n", "(-log(3)-7*log(2))*3/(4*math.pi)" ] }, { "cell_type": "code", "execution_count": 83, "id": "c60610ab", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T06:04:19.318383Z", "start_time": "2021-12-13T06:04:19.312811Z" } }, "outputs": [ { "data": { "text/plain": [ "1.6983813295649528" ] }, "execution_count": 83, "metadata": {}, "output_type": "execute_result" } ], "source": [ "b=-3*log(2)/math.pi\n", "math.exp((log(3)/2-math.pi*b/2)/3)" ] }, { "cell_type": "code", "execution_count": 90, "id": "9b9aca3f", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T06:08:28.554886Z", "start_time": "2021-12-13T06:08:28.549729Z" } }, "outputs": [], "source": [ "la=log(3)/6+log(2)/2\n", "# la=log(1.0699)" ] }, { "cell_type": "code", "execution_count": 91, "id": "eec6cbd3", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T06:08:28.946199Z", "start_time": "2021-12-13T06:08:28.940105Z" } }, "outputs": [ { "data": { "text/plain": [ "0.6680043442064627" ] }, "execution_count": 91, "metadata": {}, "output_type": "execute_result" } ], "source": [ "la**2+(log(sqrt(3)/2)-la-math.pi*b/6)**2+(log(2)+la+math.pi*b/3)**2" ] }, { "cell_type": "code", "execution_count": 95, "id": "3579604c", "metadata": { "ExecuteTime": { "end_time": "2021-12-13T06:17:03.034746Z", "start_time": "2021-12-13T06:17:03.019060Z" } }, "outputs": [ { "data": { "text/plain": [ "4665" ] }, "execution_count": 95, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def f(x):\n", " return (x**4+3*x**3-1)*x*x\n", "list=[-1,0,1,2,3]\n", "sum=0\n", "for i in list:\n", " sum+=f(i)\n", "sum" ] }, { "cell_type": "code", "execution_count": null, "id": "f953baac", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "210.594px" }, "toc_section_display": true, "toc_window_display": true }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }