{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "8e85e95eb9d57493",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "# Convert to mmyolo format"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c4b919ca187b8ebd",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:31:18.599502916Z",
     "start_time": "2024-02-07T07:31:17.884152996Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import cv2\n",
    "import xml.etree.ElementTree as ET\n",
    "import natsort\n",
    "from tqdm import tqdm\n",
    "import random\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7ca4028acd930805",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:31:18.612184210Z",
     "start_time": "2024-02-07T07:31:18.603743380Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "TRAIN_IMAGE_DIR = '/data/dibe/cvpr2024_dai/data/sample_output/val/NAFNet'\n",
    "TRAIN_ANNOTATION_DIR = '/data/dibe/cvpr2024_dai/data/labels/val/annotations'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b7cfd27342776bac",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:31:18.617991096Z",
     "start_time": "2024-02-07T07:31:18.610424173Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "mapping_class_name2id = {\n",
    "    \"Bus\": 0,\n",
    "    \"Bike\": 1,\n",
    "    \"Car\": 2,\n",
    "    \"Pedestrian\": 3,\n",
    "    \"Truck\": 4,\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "65a7c17f05042787",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:31:19.524637558Z",
     "start_time": "2024-02-07T07:31:19.514422215Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def extract_class_and_bounding_box(xml_file_path):\n",
    "    tree = ET.parse(xml_file_path)\n",
    "    root = tree.getroot()\n",
    "\n",
    "    extracted_data = []\n",
    "    for obj in root.iter('object'):\n",
    "        obj_class = obj.find('name').text\n",
    "        bndbox = obj.find('bndbox')\n",
    "        bounding_box = {\n",
    "            'xmin': int(bndbox.find('xmin').text),\n",
    "            'ymin': int(bndbox.find('ymin').text),\n",
    "            'xmax': int(bndbox.find('xmax').text),\n",
    "            'ymax': int(bndbox.find('ymax').text)\n",
    "        }\n",
    "        extracted_data.append((obj_class, bounding_box))\n",
    "\n",
    "    return extracted_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e87c8803ef18b13c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:32:22.180625574Z",
     "start_time": "2024-02-07T07:31:21.369498089Z"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2712/2712 [01:00<00:00, 44.63it/s]\n"
     ]
    }
   ],
   "source": [
    "image_id = 1\n",
    "annotation_id = 1\n",
    "total_image_info = []\n",
    "total_annotation_info = []\n",
    "image_file_names = os.listdir(TRAIN_IMAGE_DIR)\n",
    "image_file_names = [x for x in image_file_names if x[-4:] == '.png']\n",
    "for image_file_name in tqdm(image_file_names):\n",
    "    image_path = os.path.join(TRAIN_IMAGE_DIR, image_file_name)\n",
    "    image = cv2.imread(image_path)\n",
    "    # add image info\n",
    "    image_info = {}\n",
    "    image_path = image_path\n",
    "    image_info['id'] = image_id\n",
    "    image_id += 1\n",
    "    image_info['width'] = image.shape[1]\n",
    "    image_info['height'] = image.shape[0]\n",
    "    image_info['file_name'] = image_path\n",
    "    total_image_info.append(image_info)\n",
    "    # extract annotation file\n",
    "    annotation_file_name = image_file_name[:-4] + '.xml'\n",
    "    annotation_path = os.path.join(TRAIN_ANNOTATION_DIR, annotation_file_name)\n",
    "    # read xml\n",
    "    extracted_data = extract_class_and_bounding_box(annotation_path)\n",
    "    # visualize\n",
    "    for obj_class, bounding_box in extracted_data:\n",
    "        xmin = bounding_box['xmin']\n",
    "        ymin = bounding_box['ymin']\n",
    "        xmax = bounding_box['xmax']\n",
    "        ymax = bounding_box['ymax']\n",
    "        x, y, w, h = xmin, ymin, xmax - xmin, ymax - ymin\n",
    "        # add annotation info\n",
    "        annotation_info = {}\n",
    "        annotation_info['id'] = annotation_id\n",
    "        annotation_id += 1\n",
    "        annotation_info['image_id'] = image_info['id']\n",
    "        annotation_info['category_id'] = mapping_class_name2id[str(obj_class)]\n",
    "        annotation_info['bbox'] = [x, y, w, h]\n",
    "        annotation_info[\"segmentation\"] = [[x,y,x+w,y,x+w,y+h,x,y+h]]\n",
    "        annotation_info['area'] = w*h\n",
    "        annotation_info['iscrowd'] = 0\n",
    "        total_annotation_info.append(annotation_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c469b2130dd8f592",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:32:39.678149367Z",
     "start_time": "2024-02-07T07:32:39.667624462Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "class_name_to_id = {\n",
    "    \"Bus\": 1,\n",
    "    \"Bike\": 2,\n",
    "    \"Car\": 3,\n",
    "    \"Pedestrian\": 4,\n",
    "    \"Truck\": 5\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a9d493c09fa2d308",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:32:40.147643566Z",
     "start_time": "2024-02-07T07:32:40.136874231Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "total_category_info = []\n",
    "for check in class_name_to_id:\n",
    "    category_info = {}\n",
    "    category_info['id'] = class_name_to_id[check]\n",
    "    category_info['name'] = check\n",
    "    category_info['supercategory'] = 'root'\n",
    "    total_category_info.append(category_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "47714b783649351e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:32:41.277462337Z",
     "start_time": "2024-02-07T07:32:41.265017607Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "save_json = {}\n",
    "save_json['images'] = total_image_info\n",
    "save_json['annotations'] = total_annotation_info\n",
    "save_json['categories'] = total_category_info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "initial_id",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:32:41.562722730Z",
     "start_time": "2024-02-07T07:32:41.548199248Z"
    }
   },
   "outputs": [],
   "source": [
    "json_data = save_json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f855df3e63876bc2",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:32:48.618018423Z",
     "start_time": "2024-02-07T07:32:48.215866659Z"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAeoAAAGiCAYAAAAoZoU7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz9d5Rlx3UfCv+qzjk3dJ4cMDMIRGAAQBIgCAIkRVJMkpkk2k96ki1bMp9NiTKfadpLT7I++1H2s2jpe5a1TH1KfjYpS+KSbAWSz6JAghKJQIgJkQgcpAEmT/f0dLx90zlV3x9Ve9euc87t6R4MJSygC+i5955Qcdf+7b1r1y5lrbXYSltpK22lrbSVttLzMum/6Qpspa20lbbSVtpKW2l02gLqrbSVttJW2kpb6XmctoB6K22lrbSVttJWeh6nLaDeSltpK22lrbSVnsdpC6i30lbaSltpK22l53HaAuqttJW20lbaSlvpeZy2gHorbaWttJW20lZ6HqctoN5KW2krbaWttJWex2kLqLfSVtpKW2krbaXncdoC6q20lbbSVtpKW+l5nJ73QP3rv/7ruPzyy9FqtXDjjTfirrvu+puu0lbaSltpK22lrfTXlp7XQP2Hf/iH+MhHPoKf//mfx/333483vvGN+P7v/34cPXr0b7pqW2krbaWttJW20l9LUs/nQzluvvlm3HDDDfiN3/gNvvayl70MP/ADP4CPf/zjf4M120pbaSttpa20lf56Uvo3XYFRaTAY4N5778XP/uzPRtff8Y534J577qk83+/30e/3+bcxBufOncOOHTuglPqu13crbaWttJW20laSyVqLlZUV7N+/H1pfuAH7eQvUZ8+eRVEU2LNnT3R9z549OH36dOX5j3/84/iFX/iFv67qbaWttJW20lbaShtKx44dw4EDBy74/ectUFMqa8PW2loN+ed+7ufw0Y9+lH8vLS3h0KFDmJqeDs/XGvnLF+O8Q1Gq9F3xNaUUlNLQyl3X2n0qfkdFuVrlf1sblW5hRXXEPXrOWlhrYW141n2K+/SWvxa1zqJ6v7TyYcU/Nr5Q332lvEu9V+5Ougoo0SfiO/VXbVKV3MuZ+rpc/NUcpXWod92fL16NqPvmamRrm8C05Iugsurztgg9ZPkjopOIHuSHHflb0oKShdeMW0yjEUWL+ljQfFKyLbby9IiWqlK/lD9DvcojE6oeNaK2rErJduQdOWWi+7Z8TQyRgoKFhTVW9HCcqYWY/1bMe1F/okca52qdrGiqnIPhS7mfAr9VTOPUx1prJEmCJEmQpimSJHHXtIYWf5Jf+kzj3i7zPX/BEi+qfEqapn4Rf/5ZawyMtTDGwlr3vfwsxDuuzDqeKK6JimtoXPuyV+Dal78Mg24fN7/hFvzKf/gVLCws4V3v/n40Ghl+/bd+C5OTk3gu6XkL1Dt37kSSJBXteXZ2tqJlA0Cz2USz2axcJ8KN+Ban2ov0pn9ffpdMoPxHQK2hFKAdgkNxHiGfShUEC7PR5IpBFWKSEnEqq2CVhbIWVqlAUMoRYJgOFtZzQmutq5Sl9ocyFeCf89f5ex0wcqVhaQJXurEGXBnYSvmqOsbhfsQ/w/uqBI4kfMiJXKlzadjLdXJjFsZV6TDOQFV4jAqp/yp62cY3anNSNeBhqenhWgmwZWHxtSCollh39IzsRcnTpQBJ/eo+qwBH9asF6ahvLNdH9ns9UNeMZalp6wN1qY412dSnvwawFrVS1sImAYzKGXKfSSCStA5Bt0DED1T8TzWV52LN/fJMZv3H18EYA620d1FWsVDrwVpF4xKPUZiycrzrQDr0jwRu6gdjTKiT1tDGwGgLa7UDamNhrIlBmoXXqgJTAWqur0WiNH76Qz+NP/+zz+MLX7gNl152CP/rj/woPvcnn8OP//hP4Kd+8oO++zZOdXXpeQvUjUYDN954I26//Xb84A/+IF+//fbb8b73vW/jGY1kiutwy5rkBUKsD9JBww6Mn/8ZkbH/R0yoqGaW6VVIz5LpEXEJQhbNk0RP4M7fa6rDAkNpsojKjm7G+e5JZlABZVV5rvxuGUjjPvZdaK1sRH19FCIGokvjWS6rLpVBxMadXik6HtMRjF3Wka9LdPNjrJzlIjS1rp6jhdAY62PQRx0zLeXLGh3TXGBsRL8KClAW1klwAqi9Ds3Xa4DawgmfDOaxsCL/jSu/XheEH+en5ueepKwrZzX3qw11kZdcv/irco6XBTSfOQFynU8wg/V6wmGpE0ZSjVcEqNY8TtYwXwnWPgCJhYQXh926RGeBPpTvG6YNWFYYlHK2Oif+kRCr4PSNUGPl+0Fr7UDaWg/SGpqA3FhY7enKWFiYSvthfV3WtcxZpuv//t//EP18iAJAljVwdn4RN9x4A06dPIH5+XPr5LHx9LwFagD46Ec/ih/7sR/Da17zGtxyyy347d/+bRw9ehQ/+ZM/+Rxz3iBIlyV0AunwKwLn+I/JJ8yv0nyRoExkGDTdmjpbhukg/ZVBWkqbAOfF39cB6XLTSzxmnYeDxsYvl7/yJFeiS+R3+imBIzYpl8E50gHLkrEonICHQFma4+ocPEZN0Dp4HS3lb+T90WldYK/w3VHjWbqqiM4Q0YUi1Bd97wCjarEI8yGmR5CGLQRKy6ATgBnR85Slt8UwpgSTJONV2WJUbmaNQOxlmo3h+HcrRRNJXHZMxAtcoY+cgMKIxYKYu+/BXORhreuTUdOU4ZzGLLpTn0Y+RWMAOO2fhDEDQMWAByRwUB0gxinbKuTqwTpqFFfa31Ou/mQxZBnGCqEHiNpPgA1rYKGhPGi7fjYwFtBWM980xoSG+36yVjErJgGh3MOumhZ33H0nFBSuesmVGBsbw5//t0/j7e98O6wpYEwxsp83k57XQP3DP/zDmJ+fx7/5N/8Gp06dwrXXXovPf/7zuPTSSzeRy8aIs/JMRDtk9hQERuCMMkAHYK/kU8ozmmCeOVrYQGiiCRKcY8AlKTZcC80OJnP6iO9TNYmDSnJk0SGeEaN7LGKq4aYAVwnMNWZux6xVuCSAQil6t8SMpaBCDM+Pi9aqsk4mTdjltJ4EXb4TxrgM1vXP+wLOn++oe+tK93HFRo6WYER1l91nAFj3qEQG+aoYS881CeujsSbBqcznVCgxGhcB1AzW/smwLmsZoGowULTKM/lqB1ycNAod5W2+X5JilUKi3TIZrZ9aqp91AMDUTvTF/R0DmwRsLk0IjpLnbEZYlLXmfCKEJJD1gOdQD0AOwuMwb8Wc1poDeNgazToU5vggvUeCWwmWuZ6qdEdDw+pAR9ZYp9r771YbWOtqwmAtWm5Jm+dP2Rl+nLx8esVLXoLve+f347f+y3/FwsoShoOB46CVfC8sPa+BGgA+9KEP4UMf+tBFznUd+bMC0OIugXPtH8JfTT5ADIKcIWzQtGuqxfphUFgYtANmEwOLJ6jLIIC15TxLaZQoDi/BBnivf+w8iRg392UE0iUNWZqdJUjXpMr6nNZIlIL2Di2kPZdrU86OBaBRLVVg/wMCfwKVvCgwHA69wICRgDqSQZb6l4ZPjqmoRq2w4m4SUy+1oLYP4/d5fNap4ihZLeZdgWmy0EdaEAh8pKwQhLKw7OBFRGurtCuEMhp7xe1lmKvWUfL3uraNaHc51XKNjYB1pUT6ZpHoBDpRMEWBojCujcoG8y/XW0V8oqyJUl9LSwQB3aj6rF/1kmAhr7CAFDRiqyxgDYwJc4nH2VogSRw485qxFtG2HBC6rEr2GxX8HZi+bOxQLH8zYHvhJXIYgwGs9uZvB9LGWNCyulvbjmldCq9kmidGTKLUwQOH8K7vexd+//f/EMYO8e53fT8eeehhvOV7X+9N8889Pe+B+uKl8nSsSmXl+2zyJjCW/6n4umeHCGAfw7T8t27q1E4aRmXWnWMTL2krvDZUYgkjbbASyOtaLm6vM5ujXhtlljyfRh0JNkKziu6HEtmZia6UzdleSykDD0vlte1QpcbIesWaufRetdYCRe60IQmQZWFJXFbyEfpO/cbCFjGCQJ9s0JEDItBHyfKJmpTTKpxnroZSukQ3Ne2FAE6xe4GfJ2YlmPEoVhSPVMi/LBIp/qsCD5s8Rf/wfDByTmBkv9NVFf4ZUePzp3qwHkH7QHVM6Lp1zlc5gDRJoBNnKjbGiLEXQg5c3Zl+SlYPS+AtgTUCMBuTDarfbc23UW0iEOZyLdvfYGCBouA60DuJ/20JpHknBQIQl5ESki6svy3bWHqcuznMAVjl1qj9C0pZGEN1M4BRMEo7wDYm7gcryoaKTP7KAolO8OP/4O8j7w/w/h94F65+6TX4+re+iaePPYtjx0/hxte9Fn/2Z7et258bSS8ioK5LasRPFT6FyVtq1KjRqitrejX8n2jHf+XneJ57AKj8J8A5cCWhdURMQP4umWQ3YH6tS+dRHOKHuPksutSAdVg+kCDN/XqeorQ3odE6cwDRDbRFvJMkGlAKxljk+RBFQSZIx3CUtSgKhcKbsKieSaJhAeR54U2Xo60OMpWfKYM0uI8sCwqhD/mf2nxV9Ms9q7VGlmVIsxRaaRSmQJEXAaypPIBpVysFrdyWGxoLYw17yhrSUGzQYiPLBqoCXqXd8oewVhDoEQlHVl7XLQzc1u9sCFtu3Prj+UCzfjtWXaqn+s1cXS9Za2GKAkNrnRkcBFZgPiAFFweGriW89FICy0qTeIyUH5MN1LHukdqucjlH/1oAMDDQgCkCUFvXniSJIYe9xP24kwatooZTnYQ1zAszYQkKtZYTEjItAKs1gglcwRjD2jS8tm0oI3YyE7UpSSgkVH/ms5/B9PQ0kkTjsacO45FHH0Uv7+FXf+0TuPKql4zu502kFwlQrzMhS/OL4UTQSZ3Ju+wpHMBFgvT6k7f2bozBFQ06mP9Ii0bM2Eo5xvNyc4xk88mbsAiiJQAD0WfZ1Fn2to6rHACh4m1f2jpV16mkdSdJ2POZJCl04sDdGIN+f4CiMMjzvGJSjzQ/pZCkCZRWrBVtFKTX77qgPSkiOtGv7t+ySCbvIgI5BSfMJGmKJE2QJimgHOAyiVrJDL0AohWSJEWmM1yy9xBmpmcwd3YOSyuL6A97KEwO4xmwMbQvtTpkpL3a9UwyXG1ntUiSBEprZwY2BiAWyVoZ0YvoJxu0bWO9WZUsHHXF+jmjBOfdKGxHdT5vq0YnK75YAMrTEC3TlDVGqQqXAVteK6FJXKZYihgJ1pGAX6ptnRBAFaT68pgDgIExXjjICw9qiedtCWwCbpOGAGsgNnpQ9hGBWd4OSs+UQbuSvHVGWQvjt7MqBSgTIBnGOKHdVyzgMll1/NwSTpLGFnjo4Yc8RuhgHrcWne4a7r//wfr6bDK9CIB6fZCuHVvBuOr+akFaEE5MMBURN/4ksGXNt8a8XQvUHr6ESaecqnsBq11wXmYTCTEjno804CookyRcsUZAXPP5hBwCk5Jl1oJ0qUwEpQRaa6RpijQNwKx8rnk+hDEWRVGg3+9jMBjETiVlDd2PsVYaWmkMi9wB1fn6MM7CtU20h8dQVZ9UddfWyV/WRScJ0yqbPm1pQP2XAH4KaZJi29QO/Ltf/Le4+mXXYPbMLO6/93783u//HubOnsHy6jKKogBQwBZFmETn1diq4Bltk/NWEStowgogUOUWssnXdVQCC6sVtF97lPtpR3aUstVLUQ+Pmr+l+eCFhs3Dd7zmzk6PUQkq7jc2gSsujtf/ZZ/UFuf6c/2tR5ttgo22gQVIAxxgA6qAZHkeeCygHT/TcMI02KoSCyxRkvzGInjKlx9DEMqs/0J+DcZr75L/MM8wziKgQWZwFdR1IYCqCu2U6NsabI47jE4vAqCuT/UkQBI7AQv9BXB2JtfwOwad0TmXUwycMUgHsDYxSEfvWQHyIk8gMP7y9ZEVGZGU/GLjS3wraMGqfA1gIKW+0r6j5AQpAzW1oVo9An0l8nVaciPLkDUyaK2xttbFYNCHAZzXZVE4AFaItGAq21iLwWDI5m0urWYBTGmNJE0AhSifjSdVnbyqjs1sPkV1YYCGd1KCq7NcY4mrxV+SJMHBAwfwspe/FGOTY5icuhz7L9mLSw7sx6kzp3DbF2/D/fffh5XlFX4vCEDrVRA8BjRXSMglk7qCNGXXZaKir5EfsyU6s9AKMFo7rX9DgC0vCSAcWX51PkSBgi4gEW3S0ow3OHlQkdkKGqL+p33Z1CfBbMCPsYogTMyxFHyeqgtNt9Jt1LdKmK49H7KwYukopMRnpOF4rtGANqBp7rMTmq0UQKjqQkEanQT/EmBddkqjeUjmb1dlW+kUxxYIrKNuEV3l+fNFEohetEBdm2jQiYkg1qB1KUqVVxYjkC4LgaN5AxFPmCxeYa4PcwcadMnmw4vrgnSpEja+GXdATZ8Eda/0rNBmYrAO/RBbITSbsVgTVnFeQgYR5QXtm0IWNrIMzVYL7XYLjUYDWZYCUOj1elhZWUWe5x6UFJQaVtoU1qkTFIWB8R63vtK13eDWphMkOkFB4L+JeXhx4HhjSWvtgZlsezXb/ir1c+9paOzdsw+NZgPWWhSFwakTp3HV1VdhbKKNfXv34VtFEVkFdNRn5HiDiLNa0ky4tMCIXTnOAcmYKnMcnSSjjfN2ylni223Yl6BOCCy9SnpsnH+l3Jo61kyTzdAIz3VjvA+GhlbkDxBU0kBL/nkGbCAsEZTrX/rNgpP7sX5VbfRB87YWsJnOXI4GLvBIwbM6KCS03xpwJnBVE9eA+YQUPtTokZFvSoB21QvzgABbASik1UYp5wyntQtBGmcV94qX5Svz6uLgM6cXJVDXW1SEFig0QAcu4hNkalX05EiQ9pmVJq5kVnQvSF91pu4AviXzOBDdq2jY69FOBaTLv1XNV1W6RAxBBQBGmBQRSEuTnlLRO1HfWcd0QhACl0eaJsiyDK1WC2NjY2i1mt7ZibrIwpgC3W4P/cEAhd9qQd6ZqJStkWjHxIeldebQ3Fja1sqZ0ZVyzmUm8hA9X5KSSMxkvxtJaS14q6Xlt+pzNW1U0LjxxhuQpImLk1wUmD19Bo89+ii+es/duO/++zDoD0DMnTzEg8oGgKJJ+fXEsqZpgWCVgirRPapC4GZSqVu1UrC0fkgOcUZu7RIQJohgY2AdXlI130a9ta7iai2MBRSM06wBHjzpYOYuBIBxpGVFOyiAiqxruSw4E66I4cDlrJdK/MOSwA04SxSVzdvMLGA0CluEuVa48pMk1I6ERU6KOHM8DhtyHC13dGkog+CquH+D3wwAY5yFwngHSlXizX412/Wh7zfPhNlicZGE8xcXUI+UwiTY1q9Fj16X9hlHn5RsZUZKL8hwLUiZ661JU578PdKkS2xwFEg/R2yQIBYDtOwTEnLCUkFsrqZ3Su/SGqXX4qx1jKrRaKDZbCLLMjQaGdLUkS2tMRNgGmPQ6XRQFMHbtOw2TJp0mjqHsqIoYIqCtZW6kaT6JalzRDNe+yOhab3eqvCTiAZLNyuDVEOwFWkCTAfUd7SHPGJmUhBR9YxOQXF/v/y6l/N7q6uruPTyQ8iaKbbv2Ia5s3NBiBTjWxYEKfSju1FdxpGdw0Inj5u/bwnj436m+VqXKkKt/+7ITjuSUIZjPtdMl6Btct9sLJVlkvh3CcprBJhQvHXeyfCe0TyvEM97ISsQLwqyoEXsMFhXXzdGZXN1WZ84b6K5wKZqK8aOHjGuDCPeSSw/kIh+oKAoFASqdi7JdmwAuH0u/I3K1RpQ1glEhcfswvMwaxQMjDeVOz4TIFrQb2QpojFW2NpHvdlUO44kRbnv6zmOwTM3r2gHRkHzoJJ/3ewv3ff/simIiMFa9qYFwoThdQ/YeLKWvofcEX9/jmitRH+x6VpLkFbhXgTApd/8HAUQ8SfuJCnH6c2LwgF1kiBNErcdyhoMBgMMKMCIB2gC36Io0Bv0Y+1YChJ+P3SaOC9opRQGRSHWbREGMjKFIXglKxXM3liPQcTm/w0lBn4Foi1FYFU3ZnRdKW/yJMajg0VIZM3fbQ29WgDalTc2Nob22BiWlpYxGA7w9a99DY1GA6dPn8Y3v/UtDIYD51kNGmuv9SHuRynIkNWDTY4lIYKeFPw+1LkGMSKte70utcGUzuyTaDRRDggEYI/IBRV3pUhQqgPb0rV6PBaIjdoHjDGACL3pHo/Hu1wfxVkpL2z4lvPe62AniEsM7QyW603yCklo8O8rQHr/GwF4cQ0SzoP2WcNaHye8RrwtWVvqhDe53COFD+XrpISWDJ4zBYhOCkXNMDBWe0I20BawRsPIWOEi84vqrIcXE1BXEoFO+BylTbPjk2f6QXZF9DmqFCZIGjvWqoOpL3Ie88HiWcsQ7wawFvmglG+5Es8BoKPpoUhKVNG2qMofqL9KwC3uV4/HS5FlKdI0g9YKg+EQvV6PtwCZPK/hhV7TTRIACr1e3+0R5hqL/7Qz6yY64aP4iqLgddFowgvaoHcT7QQG2LCWqrXyDCgAOms9JQ1ArUslLkVavRc+tJ/0LEzYGLKdgBeEPbdXNakIBxVhQXBqpi/rhKepbZN47DuP4oEH78PZubN4+shT2LZ9GxYXF/HEE0+EtV7fBy5vqVG4elKflEHaVwgAYiEpahv1WFUI5X72ZvV4NlZ7FRDlIjgBseAoADtaCy7lE4F1GZAiTQpVrXrUc7Lqo7Rr646O0ERXsOEAj7iH4ur4epIWSe/UBUeRbWJBylq/nYtu1vVKXJwjqNjznMz10VkHtPa7DqBRb1itvTmdboym7fUsLZX8FQmtHlh9lDKafyQaFVAwRkGxEgUOQQqjmVcH9k7r4Buvy/nSiwOoVfSBwETXB2m3XlcGGUEM6xFFJOxWzdUVM7chLdqwxiyZqHQkEavSEBfPA8Nl2bnSPfEVVd9f2gNeFDu7DNoM1AHsYtDWDNStVgvj4+NoNBpQ8LGPrcXQ72c2Yi04GgNfPu2NBoB+vx97NQshQSsNnbg/5bX2oihCLF7WoON6Oi3c7UdW3osYFl7zp54U2rPouKomHWtOkeIh/1Hw9XXbq4y10NZEyx9SWCMLgqsb7ccdraWFoqTA6PQZpRV6/R7+4i9vBwCsrKwAsFhcXsDTTx1Bf9AXBxyAtenAlOi6dxIzgsapF1TwW5D15zyjegowKpsXWbME+PCP2taWsYbmj+XDQgiwWVCuBewazTpqdhloa8Ab9CWub+DpqnbIXH3CPCSwJiCOeIEsXZRJh1xwHSJBEmKJgU6m8r99metpiWXYr/SRrz/RtydYGK05ilnlXRZ4YwGPXq/MrpIVbLMgqTXcXnwqRymoooBSCkYpGOuDpFgX0sU96zXtckzvLY36uaYRIO2vVNagPT2r8Ib4l7MsXSlNG1aGrGCQgYEZsQ1Lbk2pgnRgHVJDGAXSF2Z+qYKLBK7EAyx5FTOgSQ2FQBrVT7ZMgLadKExOTGD79h1oNVt46umnsby6jDzP41qo2Os+RBZzGvnaWheD4VDUWoylFsIEAGsMCmt9cBPSOBABe6IDUCodhAGSlrVOUO51CdJ1v0f2sQBoqo1cZ9YKsNaXZ+UrYf3VWWMU70eWZY3aluTAERETzPMcp06fxtm5OR+ARKHRaAAKWFxYjLRjYoykTdSVYxF2MRDzUn5vu9ba8+vC+yTYoMXJfoGYD9R7SgVHNUBolzV9TYAuVDo2UEA4X9H4ax/Niq1bNTnXyWBlsA7oV30kAmQbZWcjGhLXWTgibmRrnhshDCpE1p8Qd70Me2VhI5QtzcgXliz3B3eLMbAkAIs2pBDWMN9fWit2AGQjDoFzSThW8qLsk9KYQLTfCTKO/pQxVUwwrrcM9aO3dHAbBI1bfvc5dJdILxqg5uEbBdI1JlzIP0iCCPmsNw5ygpe9tInxSK2a1qXrQFo62UjtWnzEZa8zn9adakp8iL7ROpiN2bQagW8wJ4brMkPZVwrw2vJadw3Hjh6HMgof/WcfwSd+7dexuLTI26BoTZg1YtLkPSA5L2yNbrfrtlhBTC4SHHzJ1vr9nP6zoOd5PiuO5pWmqT/dKNBKWMtya4bls8ZikJYZbyaF0KFhLEJfWkXPOMZLp1MZH6GLhCivc3G7oxJISyKQtmALRWEK2IFBXlN3tvj4ftBKc37BSdJG16wx7s/TtltGCEFoLCzyXMPacLAJMWjfyEiD576Ne961leiPn7IRTbrMaR7KHvf/ksQhBDYo4S9yPowSSBxOnkM9WMuGrAPaMkX1LGNQ/FDtDUXFCOGUPbMrhYZCJEivB9ayWjb6EarEB1wgCAtu65x73CgFpQq3NqxEHlR56wOjWDm9ZGEBrKlQFe8TFP1jKz81kYHWYK26rLgZ4yx/Ym84nRxGZOL9wc+DEBtPLxqgphTGXQVeKAfDU4dk8OHFmk6vJfD4Z5iDI8zengEySldAWmZna79HpZc50YZTLI0S0FFM7DRJQ/xnJcxwBNSIJ0n4KvtRcT0VnMUoR4EDlxzAubPnMD8/j2azESwLntiVOFiC1si116YHgwH6/R5ijuD+mLkZgNeSvKYknyergfZr0RlrfAQSis1bzqxb3faycY26nFz+YatIWSCsHSGBAa5uJLyE070CKEW04gHarRI6jpckPtY2aQm2BAjyPV4uKNGyIPYqfYc+0UnCHvTWWhhlnImfx0IFbZ26QM6HqOs4Y3FMrOg7vx4NDSgxveoA2/0MbaB5QMAQBBJhxi9nIS7E90aAtbxNDV4vWQ9wpecqU21EAWwy988QjcplgLo6RiDtaSsuLh4bBVTrYFEJxRkWGAwK6c8XCRwKKORvC7H7MLStwq7L0oxsXJhrYLnVCWYcDMVaLzhA/Ent2mvYAPeHmx82RDW7SCr1iwKoiUQDsNDwx5qzlJroRdbMgOj9ahotZRIZxyBNjgnioANIZsccL+QVSbIjgHgD+CwnYZjgo0Daa0AepMPatHu61sw9qtB1UOvqa67GX3z5y7DKnUgD741Npshoq5wOzmhaa3RWO8jzolqMsF54pBbdJBg8Qlu0jzxGAgmPEeJhKbelTBORwFLPmhGy82xCyefL75ffsxE4WSCcvU0eMSqYhzkPZvSAKnxJwqNdVKr03YGtIUbkDyWRAMbaNOD6XoB0ELgIhIOTXBijwAyZp3rwsJEnEqLBiPuQzsUusfGIaduQx4jtMxKQqO+I/hyoBaAPo1PVovkr5Bd6p0bULglGlaTkTVV5lJXHuqnmKxeqE/pBoW7PdUlSkyBdp1lLWuH6ltrslzaYLsWpW4CPTkeCYBE1mBumFGCNhjtKmvhO6amIkW8wKXDAGFoXV9aFE2XrHGUbFahYiLeWPl0YW721PWuDiTh3BNJCIxSSUsXUIQE6cNGQ8Sg6KGkw1s9o/q8E1sFcGLMe1ojEJYz6vckUTR/ZtBJIax20HwcENFkCMEemJlXKe0R1Zd+3Wi0UKHDm7Bk0mhm6va53IhOMXggGiU6QZinSLEOe5+h0OlF/B4Zw/n6KhDgVnOVCmwJzirVGG+VSYmkRj6uzfMQpjH+FCRCwrvu6UxVVSYjiup+n5IS0cCgWAES1BLYFjVKrWPwIgoxY4ilp0iT4AnB7163fy+y/M/EIGiqPodS2eSgADvdKAgH3v0dKp0m6Tzaj+qer4+kbLQdVCDsMakLoYVGEpq7QeiMzuOx43+Pl8ZBVKL+2oVQhxjg/yDHx4+1kFpaOIC7WZlY2g8ulltKDoAHlnEpgHan4Jmx4cuPsBXAFSKBU2oEhYNmhkJYxWfGi7+skVzwJZGABhGUS4w4Msc6DLOpInmZyh5YBoJ3VyTmnbXr0atMLH6h9UiWQJgQO/0VzMgyC1DSFNArUkC8LqIHxEguzUvPwkmMAIsNaR8ABIfWXpsB6a0SbRvBakAZrranfx6wTHWm1QZIVn+cvRnRsGIs9e3Zj/tw8xifHMX/uHIZDf8azf0Zr5czRPp53s9FA1mgAAE6fPoPBYMCML2YIoj9UpSb1dZRAAD8MHghpPdciAJB7MTCL9ZItVYVHVQhkxCC0MuEcZhJS6qpvwV7xBJ6+GaCQnRE+KHgTcADdkdp0ROxeWDEWbvlBh06ukYhs+YpC2BpHlorCCWOmMNE2LV4y4L4Xd2h8PLPHiLnAlagD6xFSlcyK+loKGGEHgXu5bDFg+pBWMN8/FRiLJJHw9HNl66MwurZIIT1Ik7jbwhWvr1ZHGEysVhL2RtlPGay5PjLsrai7mAOyfdoDtqD88K+YP+vHZytVnuplLaAttFWsKZfLL1+zgNOu/c4SXfYGv8D0ggfqeJ2QxDEEgKZLEoQ8EAXAHjG8tu6nYCw2aNAyfrc8JIC1an5eZFEGaYvydA9lr8ewRiUVT0W2NOiwVpumifd+FtuxaNKUkaM04arlhYe436EwNTWFM7OzWFlZddt/vLNGot0atItI1kCjkbmzlVNnhj87P4/5+XnB5IMKOIIXr1M58DiT+c3hs5toFA/c8DYpCdbn6XsxbtYSS7CVe64KYkzqvpf63lndLC8FZFnm2uCd5mx5fHyljTfpa+XGepSzUFnLACw/zwDnHZIqtEkWCOXiOCepi9GuE80ChkHBAEftZ5wu0RPPU+D8IF1OAqyd/KKiaR3opSSpCN5A2xJp77iTI8pr8TbekmaNW62kskslxESqxM0LmM8y1SB2JccSYFP7w35rWrdmO0VNEfSv5T3a7uZ6ygRNRQHWpfoYxGBdFAo+XphHRq9e0ZoyBS6pPUmrRo1QNXHKxW/S0AOP1lH946dD4ip7Pl8Xu/xC0gseqBmUyWzCF+lHnYwEJoYwyHJihyldB+EBdOsmsQuNaUr7S8tesxsF6QuezhUQkOZuzSAdr0vT5Ah9UO4TeEY4otD4UbjyGo0GOp0OFheXUBQFlNegm80mWq2WCx+apu5sZb9veml5GUePHcNgOPD9IvptE2pJ9Lhnsnmee5ZgmSHneY4iL0TIyViFLrPgMmuwgi2o8jVRiWChkPmWKx1TgtYarVYLjWYT42NjsLAYDoYYDoccTtVGrwcwSdJUBC0Bg3V9sU6DcseFkpZiRZ0V0z7XnUDWjykJWQC4bkaZsPTAyw429LMHDgJNAGJpmZi8KgmeNYnR33L9SbsOwpOKXmArnH+IrCmhePeN5oaFhU0CYBsDFygjMoVHvSr+FTdrTaajoOU5pgpg14E1PWNRlXBc29w7YjzKJqQRyWVRWuZTgNEerNkE7uc5j4m7ZaAQ9lrbIABU2hlfCfO+po6RIOhM7Fq76mgimAhGSjhirIsoZ56jwOXTCx6oBaaAepa3ZDGAiz8g+otSjVZWHgbWtlAjbZtYs45AWmpd5Zxt6Xfl8iaJIeJFMUgnfk06TWpAWgouqpxRXeYjkpgYdJxfr9tDv9+DUgGkx8baaLVayLIs1EVrLCws4PEnnsTa2lqkjW0o1TxLTNRYC1vkUIVnvF5goTOrC9ZS18mM71Qle2lG5Vctwp5WpUJ/l0sQtMKCIIEE4AUYH6AFCiZN2DubTOPWm/ALGzy3UxG2lcFI5AvPr0iz0GT69ZpQkDBEe1mQsUzTckud3PLGFi7ubyc4GArrWXjtSof5KnuGSi1bIkaODTcKYO2aflc5OwM137R+mxrpTsIKJmtVdrALZZerVgZvn0MtTl9kgC4nISQ4mUaAdAR+I6RhAnES1EZZIhHTtQKBfBDMYAGYANZKvBW2XoL5kjt0xtGNM1eTkFA2iq/TbvEEVUFuyww6lGUg5mSoejZcMBpab5m+N5wYkGlSQzCJ8vBViIuI8vyqGg8kMzZEZm8TOY8F6S8C6VrgHWXwrns2vlJfYwLbsObm9kmHsJ51IC2XEeIlhfpq1dU5kpph0Ww2MTk1hZOnTsEYizRN0Wg0MDbWRrvdRqPR4OAYeZ7j2NFjOHb8OPr9wWjTc1nqH/FYdF35iegZLwkMSmkAuRizQA3cjz6ToO9U+yYSClFvLg5e2542hdAXATUBre8A7ccLUD6Ii1v3ZQ3YBxaxxqBQyodlNS6kapqUwE+OMzGnQLeJPz0MIEYcVv80vOlP2cr4s8e0ADBjnDOZA0nvJJgm0Npt2ypMgUIV/pQly+ZnXg82Fpq1rKpYVD/Q/lsNYJckWL5Uax3xc5bnq5SrhTWNqhKN9ah5Y8PNspNZqHNtc0Sty18uPCkq049PzANDzPCoSmL5pFYuqU1OULbS10O8bI3bSqjg9lmbwsCoAkUR6ApK+f3NIt4BwBaxqPYkKK7f8kjocEl7rdpAOw+zSi5xjxgos2X63nCKFeoA0A6wgzSuqm9EqQ6qiYnyb5rAkAFMyutWgeHakEv0r8yvrh41j24wCQ2EgJpBOvX7aR1Ala0N4e2ajqirn2xRua5+Qk1MTGA4HKLb7UJrhayRsbmb1qR1orG4sIinjzyDhaUlB0KeQY9YCuNyq+MVvxCmrBLfCRT8GrCQpkc3f52VsYh7hn6UdZHvlmmqXF++4+nWHTDiDi3J89wvq3ig9qDrjAb+AAoye2cUHMXlFRhZqKWBM986DVyVop5xb4V+sbQPOzSBaAzwfemXfwq/5u+e0Z72NM9JQEfAnniLilv/cyZzFzksCFDcf/StRnsNwoVocE1Py1uV0fUo5kyuvoN5WBSbjZ1AIbTT9SatknO72poKjdRU6aIkLjqYwZ0sU2MKr0lVj3BR59FvIZjP43nqhB7jPKiNQaEKt7VQKRe0KOLnoWLBUoQguMuqiwEeNZ8jrdoYWHgvcCjA1mvLEbTrC2LSlfQiAGovbZFGCDBAR8MjpSwVvy8VNEsSOKLpzveq69KmFNGJnJQCQw5AFonl9YRtR/6QLR6RVGigAGn3l/i1Sn+iVQWkValv6qeftAjETSqtQfmUNRs4deoU8mHunNZ8kJHBcIj+YABjDJaXV3D6zBkMBkOxDlUv2KyfqiDNJlnfxqAFud/G2FJwlI2l+nXeuMYk0Hke5RhD2Vwq6soAHmxwUIkLdaoU/CEjJjBIMdzW502x0wHlorqBC67W2ZdFSzZEF1VNw/Lz0opEopI8gEVxPYKFCQrRM/DPULtp7pJTI2ChtIU2CkaFPiQak3ucy5PBUmdHIyH6mWh9HSBy2jFA5zg740cJhBU9Z2D8LSu3PY3Ku6R1j9o+dtFAeb1EwggQ9t4LsK533KLk2hrGZiMpvCOFGqf0ABS+TBnFGjWU8vEAgimclmWiuURzgSZa2QIzUssW46o1YA200TDafaJOYZZkoLZM3xtK0YRT8QVmZNEDIRHZ1F2X36xgEsGs50G64uFdYtCc0/ogXaX1C5DUFFC7Li84Ol8rnSFdp3mwTsi4IXqG+iT6LFVHKczPz0MBGA6HsBZYW1sDrAvxOfRgnedFNOE3D9CiAzxLdUIKmfm9tufDilob5GleK62rvxBWbO31aoq27kgTnRQS6mpNzB4CsAGuv7XgkKgA0bZmPkMgXXh6dEsbidAYqzKgRfAOR8XsXXqBTfNxbACtFXvup4krz5CDjQ3MXycihjwsrzlC0GMI6eq0GQuN6MAG0aeyj6J+5ensNWG+SL0Q+6tUaI2FKvdFhnQlEA7UEIOuksWMTHKbmAyYUg/Y3/UktGlaHqqAtVeDFVx0OS/3QTqZYR1TeNQtXiuyNFCRYG7gdm4pFMLcXahC8C0LZSyMiDAmBY5K30cKmsCGkR2i3Rq4ASzFGx3Rb0opJMUWUG8whUlXUQbLP1WYx2VZMYB2fNGRkeUJGjy7xac0ecMyg5LvRQWhUszIXxtLigknmHSVCJDh+0cLDdsftMHvit6I19Pl75LgYmsAmsry5a511kpMMYBK7s995qnkmSJIoykBZE2rQ7sFm1BK8WEeqQcfOmOaTOrEI+pAuroGrcQxfKV7EXON+5D6p5aBlLIIcTUCECkFXr8PdOR6JghfPg/Wpp33bEpr01L6l2UqRMs1gBMKQGuVkdAEFlJDXG5Xj8SHY6XY6e65PGShSGgKccPLSVp+KGloWO0jWVlm65yH3EUhvweTrGtH+E5lgeeIxyZUISaYu0lLC4tYoWPY+GFF5jIb0elM2rACL1RkwXP86W8IsEOVGLjrNGonZpWStdF2ulGAHZ6ncgRoC8ER1kB5Qc4dOaugnAeo0K6dtQXWQlvBK2o0ZwLpCKbluPBVbyEBIu061qrjVpWXii40veCBmr1BxQBFxKVinbmeX7IY7X7Z8j0hyZOp25gaD28rBERbnXDEUOLcn0NSgeYikA57QXntmdepddgiw8TqmVq5umUBpQLUiASE4K1ZFhSqjfVwg0aW+bVzd3pUXhTo9/t88lW1yUIQ8FqYO+kKrO2RN3fqt3sZYRK2xoZxJm7rgTtEbgp0RQBVO7NLAndopg1M3LFmF6RwXXurY3RRfnwoSRkAPL3SL9KmiwLGByxhMzTo7OGKdMHvWmvDaV4Q4EOm8dKfsyZ5jUIn8RYwKaSiBMJK0BSbzymfUrQ4BIel4NbkPpXy64hBkmQaDZq/5X6RjkeQ9KlU0J4BkMMTTQQ7as2ZyhP3oidrSIUuRAKxBehACRLSvHIY3h5hhfnuJGEGR5gPUquutspfY9BFBbCryWKkJk68FQpQFLVMoSgcWBuyBloF5WVs64U6MolLzazC98tAroi+/EWr3MEdBjBu/xW0UQ64EfCFctFJfITnhaYXPFADqGhxAEpMsY5kArF4chRzgq6AmTFNTGYGEXgTcwA/SWUE3loF6eeWVKRNBsexktkbzpPWRSBLS9uDuOVcsUh7toiEESDuV6UQ1r9pbdPfCHWIa80mU6WQtZrO6zvLmFFba7G4uIiV1VXWkIIILhl/HA/cARUxCMV1sNZtvcr99ivKU/kxsRJsufqxhh5/xtaBqG2opzSlEGJgM42IIkudxM5V7Jlf5tciGAckUDthJPVna1uCOGKGYtzL4JsmKWs35XsS9MKZ6j5SmtijLetObVNKcfQ7NqtDaOZesIIgHwLIoB3H84meo7CocuxkHUh4IYe02NqkIoZLHxbWeyH7WW+Bclg6KdCWwbqaqnOAMlE+0IivtOt/AVwAqlugbOXLc08lgmbBnbqFsVixYBHeCS+7roq169EpzBbJf/gMax+9TCmFwhgoVXiwNu7ADBpHQZ8yvji1y9GL4Ev+s9z8kLzNQBsP2BpGw0Ug8xajkAySLY16YynWqGOQDp+j3vZgjfJglUyupCV4xm6E9hxp0gLsIzo9nya96TlHk98zGy00adZkPaj5LTpkQg0gXaovaTrMqGOmCyAyT1prWKPivbMqNEWJ8XDPB6BP0xRpliJLM793OlgDCETq2qv8edUO1J11IPHrsHF9DYxRfOZ1XhQumInfW6yJQXjQGd3/tv6eUhwHuiSf04h4j2DH3CiIizRFM3MSPI/AhfpJbqHzxQZtF6G9QZt2mz2TREdjGZwFLeRZ0LI8OlnLabomooFIqxYaKmQ/ei9t4y1OBDx0VKlri5trxgsUbEHw8Z8J2DeViM79co47gc3lURjD4x58SGyY70IWo/nEmrIxdD6SnyMVNAtAxcFOqnQrGUts6Rsl1vkqlbTSSJi08k5098JTpfpkxUCIlc3ap29vufp+zMFgff66sRyk+BdIq7ZQfttWgQJeozYKppCKCNXdvadpmYL5Y9xECQZR9St0JwDbKBitoYle5VPemvdc0wseqAF4SUkxOAFhEMInSW9lXaniz8kpgG5NIBNr4eRuMncHTdpKAo0/SgVcUGOF4loCaTpwwn/SOq0Mixi1nTVKAmlqR2i8BHztma3jY4rN6aSd1DVJmjjdHmq3JUuRNqTAYwelMBwOhfc3uA6A4npIy4Gb1xbGFLwtCd4ByWi3BmgK485hFqAVdDR4Xhuk8GCZEZo3Angm/izbwIhCOygPAi8LG+1bh+h37iPf+cZvvxoOhwAgAsFIwSIIUqIFrHmSlSEIYdZrQn6O+BeNNQEwfSpEVD0pxBFQc+NoLLRijZ/aQevegNO4Ex3OGXdOfY7turVHl7eBhckNChPCeMpUD95VrUj7U8JcGNqM6T9JEqysrGCtu4YizzliGtEVAQwJQgTRylT72bU9XI95x2jgJVoPT1WX5CzK+VUBG0DNKkYFzi8s1eZL5nhH7+HwE/lgLJDTEkg4kGNUvcS7znQReCiC/4jToB1IF4V3LKO1asDzf+OxWgWtOjrspgzQNGdF7Zg/hOeM366ljef3JdrcWqPeYFKVL/RblT7pRlUarNduA2BF5j9rImbJzJBfizjwJqfOBp6WIO21UAnOxKjJkSomJGpTzPTDHSnxK2jltVilwwlMKmi8yu97jbX0oMnxViGl0Gw00Wy5UKHBBBq33BqDXreHoshDUwVISyVddjOVI9cjrVI+mpB0gHIMkzyQFQBLErEQGBQ52nnGTZqY1g4EEi28rWuGh64V3pudwCICnJJ0Tv1Ffay1RqPRqAJ1KfodlUnCGgW1ceNkghBpA4O1vs8K47TNJEl8/3thxxiuW7zUQQKS017TNHUHugi6YEAnwYAc4az16+elDiMNynqwRsG0HC3hsPBUeltcl1abRGtkjQzjY2PYu28fsqyBU6dO4siRIxj6bYG0x9x68Z3akBeFG3dloVRBGFICHd+XfLQTqsRQk6RWpyQRS35lq8pD9KgAs/jBDVZiI0kyVivWzsXeaw77iviMDUuCz4bAWnZfCIjCvNevVwfHMpRoAkJRs96SRQ5qKmpGfftkU6W45L65ID/KK9huj7/kqFum7w0nBcG/+Vr8WU5saymLVBHg1gF1BHBWah5CKw2ljE6VmxuZYL6tFZDWHH0sTROkaVYC6dgkT8cPktmedUHSJqmMSFsnzRm8tYYChrBm4tTC2BSrgJQO2tAuulakuVOvW8Aai36/Hw7hqNOk6D0VxoE9uq2RQxn3mq9r0LjSmDqEGS3SF6xlTTPxB5nQUaCR1llKxlpAea1SRoErtZmq6tYmFaw2sDXR4/hJbUAhknlA/SBorZBmwTHPGh/lq3L0VyhYK4UsTaGVQuFPEZKmawBRvYn2+KQsb3LmdkAAJu/LJqB2jLYQAhydjkSaPQkjDrA1EqWhExF6dZRpXDm6KooCeZ67euUanU4HDz7wACYmJpEXQ7RbbR8UphDLNq655FA3GA7QQx92SPGyAnAqr7W59WWA91n78T7/NI4FnzqdL2iwNhriQG9KPG9LGraglU2mkdUXwgOo/UDkZKb9vJZ0GR91uYEKkHBE5CrWqxWdkqqEVu1pKwC1ApQfMR84h5Z6YggO7WVJw9cZEOvwILDWCF4LgPFhfEGC6EVIL3ygDmpX+KzDaZLywgW+HCVbAmuhkdH2Hl6XZmZLIB0YYMj2uUq4ZdHPE4gHUmKGfLpSmiHNMqGFgesY1jRpvY7pPEio5P0rzMshipkH+hCcFxJ6TGGQF2RahJ8DQWtx5ufq+XZeRkeRF87sWxoUNq1K8GUmJk3BXnBAmMSRyVEF06j0io57u0Qh/qQvQEXr6fHYVNeuiHbo2EcSaoIq7gGM2qJUHBPcvxfXTepzVcpSAnQtEPbSRBYk0jTocJQMzWbTvV/kTDBexgpaC0q+A55mCCBJ+7G03U4Fb+/EB9txQpXhYy/deGifd3CGY+cgaqgQHjkOean/XRUsOw3SEoJSCt1uF4tLS5iZnsbU5BRWV1Yx1h7D+Pg4GlnmHBeNhUKC1liGXr/LwqZiAaI8wCTYWT+PxNpozZSXSrcqXasOLlk+vK+DX0KpnghGYxmPC30h1rQRHjRKpak+QWvVqD15i8PMAsxLg+AxOnfuCw/W/Ky37rjQtYr3VJuitL+aeKKS27YCHdUe4uGbFbpMMe+uhJ11B2QDxoUXJUdwff6O21B6wQN1zIjpWvzJSSjSlSSBFmCNOQI3Bmmw+hCBdTnD9Su+zqNlcA7SX9CmdTiWz5s86UxnHUV/EvUugTQANrNKb+rglKYibdS9Y6IaSq2W4lDDv0uNo/sKgBEhLYn5kr6S57kzO1Z6Ipi5SKggELARw6dngYij0R0V1pgJBBVKTLiskAiBJNbmYtgsQ7Y0w7LkL6T0kEi4E7Tl33G0JZ72AkkQEi1rsNZavx5MZm9R/Tqa92VkWYosc2yC+pStIaRCAk4bNqFd3AhhXTKiDdq/qrRi8730TAec2bDRcNYNWIs8LzDMhxwmFYDYSqiieV02h1sgWn/Ohzn6g4HrC+O8c1utJpaXl6Gswo/+rz+KV9/walir8Iv/17+D1gn+7o/8KL513zfwwLfvR7PZxGAwxBB5uePAa9QOATx/93BFQLNeErQVkVmEwmINXQNltVQp5ZbhIqZWFjqpDCpoc4Bt626IE8LosBv6TiPE8iGIW9ga3ls36cItdi6zCBYeH+vbqBBmtFAGtFot51ok6ABgiwBQyxtkVSgcLywi7RoAlN9h4naaAEptadQbS6qGyGsSTwhbvlIiSGKEZVO3OLgggDpzK9jS+xuodmnulETxSnMIqLymKwKXkFOPNOmayHRPMZiD9qkAdgYLTmjx/uvgmOfr5sFawTlsWPhTp+h4SATtm3olzDHjPDdt2B4VJpbyjDqHFV7P/IzQ7Kmt9EeTJoj56/Q5aWRyuGvlqyCM2QjxCBzlWAnBTVGeXpJXvq+s9cf5EYij8i5ve/IaKVlwlBIOLhZVuhR/CVlSRJXLyjRI8/P9QdYF7nMPrNIpzFiD4TDEDVBUcxJGQDgSfvN4iM5hHw/fg+QR7rz/FbLMQA+8w1kRnP8kGEtmK+mU4+5TpDkAMHRinEa71YJSGr1eH1dcfjne94PvQ6vdxn3fvA8HDhzE5Zddhte+7iZ87et/BWU1siRja4ih8tcBOxaOOOZ3+T73TMQrpLVIkiaZxVX5BpzT3Pj4OLrdLgaDYaAriMxk2Tw+tVUfkVS5tu6XkAmUR7XAE+pOlIPol81UwaE10RX5TVjlwosqBRRKQRmFQoGkNxbojVJwJnMFSzsaRD/Wy66KFQ3Yashd6kLmO6oaG/9C0wseqKV25r6uB9hVCI2FvFhDKXvZWismqw15yTw3Mxfi4PREbeVKkTYXgEbr2LlLwTHXZrMJOkKQKiu3pQCkkYY1bR0BtTAt1vWjqKopaG246uBBYOBiaBOTcwyU90DSO1pBgUJ8urxkZDVdIzyUA7Z4NlFrLYm8x0HYYdkEXzVp2vBvLIuxwKOce0tt/7CFxQZapKUSZWV5ErQtB2UhY6EpCm9+Jg1BsE1rOV96DwCbkUdSITEg/5O8pMNtP/5ae23Jz4ecHAM9U/aWliCQ+G16SrOzpbLwnv0BPE1Bp2k5eiahwtGnDpYirWCNqjVXlmUx6mN2jrOW+5gEpTTNMD4xgSLPkWiN6155PRYWzmHxyCK+/JW/xBu+51bs27cfJ0+fwve/613YtXs3vvGNr6HX63uBoe+OQGWBA6DDOvjQDggNOKqtuxZ77o9qj5gvoYWlvF1/N5tNFEWBwXAYCWYASmZmKUypOoKHUEHr71V+WQH8wcIQwDo8KYVEZykP8+t8sgPNGXo+CK9euKfDO0B8wbiAKMrXSfixwFYPERlldQu7Q/zYqnIvONo1kP4jzy294IEaCJ0oO22jHchaJ1+QABf/OSIvTbQRjH7dMkuTKHxXla/BtK8Y2MjkLcGr1Wqh0Wj4mNqWgdHwdpsA0mw6VjEQxut/7gX2ovbaHK3/ubVEyo/6W5jI/fM8DFaAppduFQAfUIitAGSeluFOSRiBCpo2affBA7oqhtnS4Fj/ktvzS22Mx0ZetmIMAsDHXFGFLwDcHm2rgEQ5AOSIW3Wg40GaacvCRViqEQLCOBCjIw3Sx+kmz2v2o0ANcYZ3Af8OgMiRK0ijfC0vcheP3YYTtrTfr+zM2TmA1JvRM9deG4QzqZ1L3wdAeQ9rw6dmDfPcn54Walw9bQkcWIOXXjxNyrorgC1NWZpirbOGJEmwtLyIu+66C8ZY9HpdDPIBzi3O4yWXX4nrr38lXnvza/G6e1+HT37yv+LwE4dRmALwViM5H2ii0uEdXD/yNSCw8jQNa5EXBptSLRX4CE03t3xQoIVFYd2IIY9p1/IvcV3wGHp+xFwoP1eqFs/BKlgDtPmsvGZNPKVO0JUqS8wOXX+57VrKebM6eGYzOCgYSmRpcZq1sr7LreY+oF6ps1ioqF2hMvHM1FzexUgveKCu66YRbgP1qQTSwRM6fOffAMQ/VVNYrbRaKu68d4WwIbQpNv2qYPalZ7JGA1NTk8jzgvcT09YbXusrnZylfdCQSFsFYqKVmpsxGHoHHWutAFFfC5q5nrDZxF5DyET2QRL2QGisX9tWQcsvAxyZsEgYkQ5I6/QuSfskmYOqa0MfB8k5/CulclqDFJlGI6bk2yS8MEiLcuh57isAfs+oBUXQ0mGfeqkPmS5NEMiUB1Bamom1nnLvB290uY+a8g5leC/qYe4934FEu0hjYZsdbbsqkCYtsW/fWW2MHyP4vIbDIfKiCLQFi6KwsH5dvCjt7aZn+IAI358WcM5CXljIvamcmT0JdUohTTQGfkvWwYMHsHv3Lhw7fhxPPvEErr/+lRgfG0OiEwyLIRaXFjExMY4bbnw1jP1x/O7v/Tc8/MjD6Ha7yOk4UB50IbSLIZKmb6XcOnuWpv4AmKGzTNSwqJFnVXm6IU0eAFtfaAwocFOMwOKLpRKq9V03yeds+aIVXxVI/VU2BusoC2vPq0qL7oU8HAReMLUgAI63bJnCmcElULs1bbfkRrw+ih1P/Qf5KQHat7dGfpbLMs81veCBmoBlU91Fih1/CSROigg5YoWL9IYVeVSp7Tw0uLFEgMEgjdjsnWg2GyqlMDE+jjRNsba25jUfH2TEImjLXoNWEVDHAC2mH/cOeb8O8xzDPIc1LvKVKmu63PqQiVKKg11Ij2kqT9bDFAUDTsjC8hDQF1oXA5QXSkLkqdB3kmsGM3t0MISXtC1rQ5LNhTEmLZqEsqi/JO0JTV8OpGQYxADK7DhYQEjzVAz0ck9xtW0yEzFuFqCIa7Vr2b5NcluVnAPE0Gjscx+GEyocV0mHfpCwkGUZskbGSzK8t9pvpWk2GwCA4TAHLcUUhdPG87xAXuRi3sk2CWr0Wo5RCtq4gDaAO63LLfeU543y3ubgIDLbt2/H8vIyJicnUBQGK6srOH7yBA4eOIhet4vV1RU8+cQTmJs9g/Z4C9ddfy2efPpJ9Ad9JL4uBgYwbqU9mL7lsMswoLRvP4VFzgL3qLOO101OcgQ31PitcaoIDleIgY57kDpmBN/acPnR66SZWv7lyrICrGt4s0NLbACzY7D2ZRlrAF5Cc58uzKiBKpyWzfHArYUyziROgl0wbYvqAKTwi6aq0FwlI867RLs5LkZ64QM1pXKHCSFJMt8KrSFmTpHDmKXrVmYUMZBy2tAUWI86BehJcy+vKScJEh+zm0Cz1Wqh2+2h3x/EWoVce6ZtV14L1gw0NVK8pbXPAnle8GEPWikgDdpSrCnG7VdaIVXa7+lOIsGAm0rvA2IvNDEh1HrPuvK8WaugdVPL+UlHs7DejggEjJ+8o5PQlGx1pGMpWoXJXWNCC2AtAZ5bIkqk86YLKGVQKAVdFHFIWNH2shAQ7tE1HeomGJAV/8j+KJ8ER3vZC7+VCp5mdOJC0mrtzsimMWq322g2GmJpRnkANbC28F3pvjP9WgtjMmetoSNPSXun86wNVzhaKrBe0HLg4+dnqb/LJ3K12i2kmVtWGQ6HuOal17i13rzA4uIilhaXsLy8gj/7s/+JRpaiPdbGamcVg0EfWrmDH6wHGaM1FC//xMthsdVE+Rj7yq2nKmcyBRS3Z6OJcRoKsApTUzN469veiXu++hWcnZ9lBzziVXQ+drR0IMG+voSNVURUnczdgOUxsQxsYY+1RTCDUz9utPnucd8KA7hzwANQq6Lwx2PC+cFEYUadWdzVQfm4JRIPBAOTUOwnj2taaSL572F3y3NLLx6gFslGX2zNvUAgHovdd5JKWbPxIE0gHumacaYXJqOWJXEB0o7vsgROjlVpkriDLJIEg+EQWmv0el0MKeymAGHpnENxsiVjjzRA3wZ3KpjxWk7wvE0SHZ6t06SJtj1TUN7cl2YpNO+jzQAUAArWVElSHg5zv7/WR/Oo0L+0LHinqRIwZ2mKRtbwQBKYdGGcybXX68MURcUaEA+lIIxNpoqkzvOaGLwKmk5p24cz43ugJkleCCAksNHvSEMX4y2fkXQQnT8uGBzgoyvphBvtfBGCY590MNRCuKLykyRBu9VyWwOFYOG0dsXb4fIiLIfQcgoAEYdeI0/cFr08z5HnOTj6dpik0dCQUCLEUy+IklCbeM/vBK1WC6urq5iansZgOMT4xDjWOmtoNpuYnZ3F/v2X4K6770Knswo1MY7uuS6OPHPE1Vm7WM/O79FS1B8Kfud5ekw0JCxkWRqNIY1dRDuVK1FOPDb8jFaYmprE5ZdfiqNHD2B5eRED2/d+KTJjKw6qENr1yH2q5wOeSCLhSwxp0vyN0qE6CqVgPaQtV6db1B/iB1vZvHBplGIH1XitWjiasfBmQY6LNFeDNk2hT92FUKS3Ggihx93QgDLY2p61mTTS/FAz/LbubgzMrENLpsCMoq6IC+DqNVWWIO1+lQHXmdAajYaLJOUDi3S7ffemYMrEMCmyGEUVI7CQgiF8W6Wpkw600BQdqwJqApzFv2SmUhoMiABQFC0cP/5P0Wgcw65dvyscc9xa62A48OvqoZ8j0OE19qAtW01CAZClGVqtFlqtFiYmJjAxPoHllWVYa7HWXcPy8jKKwjkcafgYvcxDIugZOT7yuTBOoZ7Vx2PgrCwzSOtCUYiIbIA1LngHsQwui/tdatZ1n1UAVzz2VfBmC4sQJhTA1hiIPht6xy0aE1rrNsZAJaQ/uXtpppCkIUyr9vvYObws5WvhQ5+654rcmYmhwWuUTttXIn+A/SxK9Elr8HRWdpamaLdaSNMMqyurAMBnHXd7PXQ6HWit8fTTT0ErhXa7hW63i36v7wRVinQF6yNV+f4Rjnh1fKjhHexkNC0nxDjgABSbgKt8RJW+C2EEwOnTJ/Cbv/6fMD4xBsA7UrlwHMyWaOk47HmWpvBS2hAbk7PdAycpm/4OXSOwdmNFlSkHRRkN1uXKWQZKWtrzJnBIGqeY4O4707nx80Kp6MQtbpUblPo45sr3uC+bIrNBbZm+N5E2TnGRwCvXpdmBRvwRQUdgXZf35kA6nm7Vu4HZCiaqA1MFrIu4hNgjmw9IqIA0aUM+XyBCadd+E60XkoMGgXR0hGXUkpqv1HfWeWk6v6EmTp78Z5if/wGMjd2Lycn/x60t28DkSOjgCSCDsLCWRm1zk5PGRykXuKM91saOnTuxd88evPzlL8Nf/uVforvWRZ7nGAwGTvgQE9UVpQJDkw0qyyW+Xgzo5T6tfSEGS/lemR0QHTpQSJBbt5bL4yQCSxCnDUNCeZd+c7VicJeAHWnKTC+uQoV37qJ6kcDmPMELoHB5GOMsMA2/Tp2lGbLMx5pPdJy3L9day8EjWLOhZyxtg/PPEtNnE3M855wzmwNQafamM8mzNMPYWBtjY2O8b7zRaKDX7fL2psmpKZw8eRKdziomJiYwHA6wuLiIvDAssCjrYJBoFkpFe3PLWwG11mi32wGoa4QpGjdrR7CXmJhKFywGwz4Gi/2oXEgtlqw37JAlOVA5f8523dvxtbAuTe+yOODHjaKXOZ1bVfNigcKuwxvF49aLAxY+Frh/wdM2CUWFp8+whcvTq6+hgRFOuQje4CXtOu6AIOwoqC3T92bSRroqTCK5nhQmPq1hBm0aQQE/r7R3MepbBelwdGXQjGHd2qzUfhxIk7k3MN8KmPA/QQgxhs5rzqPTlJTQXNlUV1vx+KL19F14DXFgt2Fu9p9jZeUWKNWHMQbdXt+vW5K07b14dcxoK1qeBxEeM1ciFNxaame1g263i6efegqHv/MdzM/Pw8JiMBii2+2hKAx0oqP1ataMKCflmID7fwRgR2Mm4L1Guq6MgwpjwWDtzXjw4KUT7VYIEIRL3idOkaFK66Ly2TpqLfMdAu9gBkegG/+M9KYOR5mqqAgLHwt9MHACZDcsR6RpgkbWQKPZQCPLkKQJhxN1DmkZh/pk64oFO0QS3WkA0EGAlmXLdrNTEwF1SofTJBgbG0Oz1UKr2eK2tFottNtjWFxcwPLyEo4+e5RNqp1OB521Ne9dHfJ05bmlHQ5GI9HFBm2/kWUYGxtzJnwSgKh3IyEvGsWRvEZVnovHQj7phskBoylJAAyudXRSLmiUkm/jS7b0gx/zNEtWEFq7rrSbTfSVKkWVIagnOjBOqgP8VikKK0pgbYxxzmWsWVso5ZYHNJnAoUTZtjpZIuEi1rq3TN8bTGokWbtU2UtrwxcbXRPIHK1Przd1/Pubr3Yp1WvSBNZ0ZKXztvaSodj7TIzPeYAiArYSrQVLgjB1F97jWmo1irzEa7RpiwyLi38Lk5NfRZrOVzqjKAr0BxPodN6FleUfgzEZdu765zg79397kCRNkQDC7T8ut52ECTJJSWSSNTJwQD0YDAA44ePYsWOgrUtFYXx4U1c/YwrQ0Y+A0CzLfSaBunS/XFffdDGBa0A7ylZoYgAfYML7ocsovG6qf1ZmIQWTcq3KWh7Vjbd+CY07ztg/aXm2+P2qBe8U6PX60KtO+EjTFI0sc0edNhpI0xTWa+PGh7XlGNtcNynoVNtH1hsyxyioEFLXm7xpSWSsPY7JiWlsm9mGosixsHQOg+EAaZphbc0JeY0sdY5t/T6GAxcrPFGJ1/AVj03h16gd7ZDgC54rThBoAtaiKHxoXQFpUruujKFUJLinq+NWmzzg0FwO0ObHyd9U6+UhKzHqEVV+LES8AwuU8albwRt8xEY0Ub/zJn7MwsI5HdLuao4HTqfqeaDWPoiOMcoLuuSYSB3mW0KEHDVScbsoDrgFKrzxQtMLHqgZV6PRVagb7Uirpk8hpbNWbetBuo5+LoamXQfSbL7227H4pKLSn/IhEuNTlqKMIajaMTY64coULriEZ0IM8iqYmANwkTabYm7uf8Pc3D/C7t2/id27/h/RF67v8lxjbvbfo9t9K9L0JLbv+D/RbD7CVXKHrcde1wx2Epjr+sj/YE1Y0ZGQ/pxrKAzzIZu6ncOxD9SRiPVSBHooa9ejlIgA3GUNVFWctSJHLgE2oS/Ddg9j6JAK5zQo188qgtYFJQHSFYIlB6+qhs5Fe1oEaHzohuixikmVWLeCgYHJHSD3+30eMzohLBF+EBwvHqG/FKjPhRVAaPZEd7TGnyinTWeZO3BkfHwc27fvxMFLLsVNN92EQ5cewnA4wEMPPYT77r8X3bUu5ubmADiLBm1FbDQb2D45iW0z25ClGYbDAQ4/ftiZ67mViNc1fZe4s9cbPnZ5EVnuYmEvyD0MbbRn2F/bOJMJGbEzF+VHVRNhOddPNQJEdM/WfGVdNwLr6C1ft7IzpWzC+cA6vBn6ibanKeNjgKOI5h6UYqcz991TqD/0BMJXlj3r62rI7WJ2eVHSCx6o61N5lGOdOJo0DNKRG1kM0tZufK5sOnk25BXXyORNzMyfZywBOhFAzevINSk00bJZjwKhEGOLNEvE2iKgsNp5LdL0HJrNZzE39wHMzf1DWJvB2mZlPhfGoDBDNFt3oNl8EJNTf4Ism4M1kwy2zgPcT2ru4voeJmAOF2KNlkB6fGIC7VbLmda7a1whC6fha62QeA0LSgkwHA1QMbDJ9VFaH4sFvwCqKqqfDNMaRVvzL9DWNDI7FyYIT7aGoVWHul4w3UwqC7vSNC61fAZqoblV8gJQ0uWiF8iak+eFp3lH580sg9IaqU7Yf4HBudJiIRyBBHYb1vkTtzbdaDTQHhtDs9nGLbfeitfcdAOvK27fsR2nTp/B6dOnMBwMnde61iws7Ny1C+Pj40h0gre/7W3Ys2c3vvDFL+Crf/VXOHt2XtREVsyH+Gw0oLXCcEhhTUkgUv7AEppfnp5CxyG440V34w4W3Vp7m66XgIXXgpV4cR3SCWby6p06sC7BNecQTOBgh1MSVisbJUnuwwgCo6ZJUPdb+YyCA2uhUQczuHLxwRUFQfFquPZmcBX6qVIZFZpKHWlVZfQvOL1IgHoEu6gZZ+mAxQxXgHN4x8psqrlvyjQ5KkmtQbHW4Bg8acpJCZh1HFRCl8yS3HqquK1q0UaanokCBZEKkF5ZfSOOH/93aDSOodU8gpXV12H3rv+KM7MfDM/D0bI18E5hOSYnf1+cp6wRO93En+UUg17onwCAJNAEa0PCGp+bsLFzTgBNjj8NBJOcli2h7lA1dSxXWLAkG2iJrTLGIjd5RbCQp5QBQJ7nLg51mjBjiSOtETLKWlahq1zHwD/PB+SjWHFpL7LXWuiV6MxkxBGkSJNTikyJqsTUyPzo+7CwSNsZbrnldWg0Gpibm8OJEyewurqKIi+cx7449U3WUfH5wMHJh+ZGmqVoNpvYsXMH9u3bA52E4x9b7Tb27NkNa4FGo+GPYaUwuQVOnTzltiVaYM/uXbjuuutww2tuxL33P+AFDhLwfV08F3dx9xtiH7kFrSiXLSwuJKhh+iEkcI7w1L/KKwvn4zll8JVg6ue3B2kVClsfFNlaIOPIy1O71kX5MP+AiDZkxDEtwJpH0PoeixatKxAagTXzObjtWUUR+Bv3ORxYS4E/zFfjzq4sN0I5wTOAM1Cp2nNMLxKgLqeyliTBuQrWYHM3/Q5M3lZywbq0ufEkR9wTkTxbWjuTYErHMnono8qBHGza8fNCVJxNgsb4s6ILGOcKGc5HponIn/RPAOmimEG3O4N+/0ocPPgvkWWzDNSO21CfW29KDxHRqtqf5Wc31U/hoyLUMKgaw3uxoyUMBV5GiJy/WHIPTLZSeqwulQSiGDzLQk9djkr0NzwocLCXHKxpUthNqJCvBF5Vw8DcfQHYJT5az1bjuUFVI3pMtDDHr5OLyylmxPBApnxbI5CSfWaBgwcvQavZwtNPPY19+/fhwIEDuPLKK/H4409gdvYM8jxHv99Hv98TsevF0oMCoLSL6+zpjuLR93o9FEWBk6dPY+/+vciyFIUxeObZZ/Hoow9jmA/QaLo4+RTBrNHIAIRY5l/+8lfwrW/di9179uD0ydOgTiMhjXpYKbgobVnqtrFFSwW0m0EKgk5YseBpxFYG5Se0C0gThouBdUNJzkGikHhBzxVDhFwVB7TWOHjwMrz82uvxV3ffiaWlhTDeRA8lOZE18bI3eBRmtArWGv4kNA+ENppBdYJyuGxhhQncgzXtsfbBgwqloMgbHGJuKV9+eclJllW2bqm65y4svQiBukxoErTLplbSgui2AOvo87uQCHhUYDhamrv5LziSaWn+ZhD0krmYfmGtnUw/RhysYJEmSdjjrEj78ZWCQp7vxOLie3F2/u9iauoOLC29FWm6gAOX/DuMT3wLve41vgkkKcMzZb+XVrSpjpo3b4xQ0Qd/9+WQ2Z8majjO05tCIYAaYlQFYEQlVaWLylNVAI8nfZ2jWlmbgg3aNJ3TTWZSeQAE58lCXdy/kXNLuaaK+pvqI+aHVL6itxUfd5kkCUix47EWvbYRRsVmfAH1YclGwxrgPe95F9qtFr7wxdsxHAxw5OmnccUVL8EwH+K1r30tnnnmGXQ6HZw7dw6NhtvutLbWrQp8PA7uKMhrXnoNvvPYYTz11JOYmJzCWncN+/fvQ2d1FY8++ijmz51Fu90ClMLiwoIL9GItdJIgTVygktxvh1xZXcG5c+eQpprNqCiNkVYK7VbTWZGsEPoRADgcSgIvSJeP1XDtIOdQZY3TYVmr9tpd/YijTkhzEQpdRDlTDMX2SAqpCaaCqqZo0euuYf7saRSmfD53ffHha1wfNowrlNaqCazD3Di/BSEsr7AF0QrHMqWgCuOPxfRhRimcKAdL8Wdc++NynaOrDgaJSAJRJay+eEj9ogDq0ZruCJCOtAiS/EMedHn9wp5LElosa9NVkE5LgB3M3bQmLakmaDAUEpKOFsyLAoOhN68mSVSuqwbrN5g/90OYO/sTGA73YdfO/4Zduz6J1ZXXoZGdxsTE150mx5ojGAlIcw+OQEHT33Tv1OCy6LpQNMB9x0IB+RoIM220p5z6amS5m61w3MZIYy/1sXQyY27kC+brRdjbyY51tqQtcDUlHfnfKh7P0N4YXKMeKGOdCs5eWmvvy2Al6oNLL3XXyN5T8Zhp75WttTv7eW7uLJaWFnHgwCW49dZbcfr0GZw+fQYKCr1eD+12G8YUSBKNdnvMxwZ3fZPnOe/9J8FTa40dO7ZDK4WVlRXs3LkTl112EIe/8xgefOB+DAZ9FIWbD632GFY7ayiMO1u98EFxkFg0Gg20mg00Ghn6g77zUh/mWF1bA7o95Nay2VYphayRYXxiHIP+wAmMZEGidisd9pb7MKtFYeK+9UKZ5ngBCkqFcLl0pncU9zuynAht1hUMQOG1r7sVExOTuOfuO9DvrQFFGQx9ngqhzv7y2bNzmDs7GxMQl1upQATWkI8B4MArSn4nWNfQ2oBX56ysYYVyQ0UsYhO4pSMxDQc/cYd2eN5UFIEmleLut0YDOtQt6PTEeEpa9UXS5V7wQB2IqaJHRwheNXtbfoYnk5DiaqW5iwXSHuCcyS6Ys8sAnVacyJQAaVDLWbCgIwXpaMvgTEH7o0N5EJqey0rB2iZWVr8HWvdxyf6PY2bmz2mO8zN1QiRp8MYEhhTMtaMk/w111TpgHawQiV8qUMqbEEm4Fo+T+dUyP7TlDMt4tsFU3WpSlk8iLVr0u0U4YjJ0cwguIrUK6VNR+YzWbmPwJi1848QbgoUkSeLnlhF3q1IUlVfNyf8rGKJ0hkyTxJslc9z91Xtw6aGDmJ6exqOPPIJev4+zZ+dxySX70Ww0MT09jZWVFUxMTCLPh+j3B0hSx94okM3ePbuxuroKa4F2q4Vms4X5+XOYmZlBu93GuXNncfTYs5ifn4cCsHPnLuzYuQsnjh/HoN/H2Ng4lFLodNbc/u5BDmOAyy49hMLkWDi34AC+kSPN3P7sTmfNhb+1LhrazPQUJicmMNc9C3EsvMNT7ULxpmnqlxScljccDgONQMT1p+2RTGPeYsXhP2nluw6sRd8rF0Tn2SNP4vv/1rvwxK6dOHnyuD82sh7+fPbia6CxEWJu/JIkB95HLZ+ognWgU7IS+iclK6+prRQoqFdou2PQmBUK5TXqgrRpDa0s8y7AAtq6wzv8/IpkESqflnMuFkrjRQDUkYMLXRIgXfkuPpkR8iMBxCtlPOdEmpX7TlJ/AOk0aNCpA+s0SXhdOpjMAk8kwcJJgiasR1snkQoBHYlOAA1kHFdZrJWCGGkfBw/8KyhlkSRLAABjJrn6DCa+fAeOGgBpN5bzLIP1c++9AGWkyZHTnfb9ROgcNNHqn+u4cuZuqlug9nzaC6ltJASJNoQ+FPGureXtT6Gt4D5npYg0h4h+w5fgyAYP3kIjKGndtXWGhdbKAUnqD92gQ0+YmKptqoC2qDyVTRYDFjo9SDuBssDKyjKeffZZAAqXX34ZXvKSK/DMM8/g2uuuw8LCOSyv9NAea2FycgJPP/00mq0mpqdncObMGdamXVx5jZmZGWzfvh1JkrhTrxKNc+fm8aXbvxSi7qkU1133Ktxy6y34/d/7PZw4cQKttgs/myQJlhdXMDE1hXe+8x1Y7axgOBxgfGwM3W4Xi4sL6PV6rq+SFJ3OGvrDARQUtu/YgX6/h7wwFbpTSiPxe8kpdr4duDVxrRUAHfcRedvDurCg1u0DpmsAxDpuPeKSMJtlKZYXF/A//vDTbGqvOKAy6QvNmhWbETRTcf0vAXbNdQfCEAAN2AisAe1p1dhIHDlvivi9sW4PtXFHYEZatXFaNR2L6frK1YPigUfhVq3Eai/tP3e2xumFD9SlJEG2DrBjLRoVsK4Q5HPGaMl0iSCcZhtMYXIt2oO0iOLEh0hEE8tPIEPHIwYtWgI0oHw+gQlIkA7A6/LO0kVRbZIKhBalFLdjz949mJqexvzZs+EUKwHSch3ugolaVMF9SLB2/Zh47SNyIhOgHTPMGs1PXBaQfYEVlhkHTZq7UUhatFUuaiy1uXwtVC6S8lnMKtO5bDcAMqHLYxmrpv5g8lZK8U4B6dkcNa/0OteFmxGvp5dPNrMAb4WycI51idaYmJzAM888g9179mBycgJrax0cP34C+/bvw5Gnn0av38ell12Kfr/PHvJKAXNzZ9FsNJBlGXr9Hnbs2IHVziqggGazCWstBoMB+r0+Ljm4Hze8+kbs2rETMBaD/gCDwQBp5qxYU5PT+Kmf/BDe8KY34r577wNg8Jdf/gso5bzFZ8+cYTpTCtBrTjteXl5Gv9/nvfGWhk2FnRwUMc2tERNQhxPSdOK2qNE1d9CG9WFMfRd7ILWwsdNVDdlqrdFsNqG1wtramuszE2InVGiecToWYIkGWHgUZLluilA2CI+ReZnB2j+iAWXopLGy8lQtWWrV5LBGp+RZpWCscvurlfEAHfxGCuXN4EZBwcDCHfJidRB+wnICWKLZ8vq+wBT7Mo4G6UgD4edR+VbO84ITgbQi5hU8txM/KQmks5T2TUupOtayAEcrpmTmDpK7eBAKKgnILSVpFR4Wv+W75WbEWniv10eSrLFpnTRqipZGkr8Kb3L9RhkpYiG/VA8l/kRVyUOZmBdbHGArgKVkwT6Dsia9vlJ9IfaBUHH5biGBmqV65UGspEN4TiSZZfke1Y6ZLAE2SHAJNiUA0RGSctyttT7Gt/HnPFtRjKoMS6U+UXa+3cK0S/4Exh/+Qs48xhRIU42jx45irdPBjh07cf8D92N5aQkLCwvodDpYXFxEmqY4c2YWeZ6HgD1esGg2myAvXwWg0+lgcnKS90cPhy5a2utvvRVXXH4Id915Fx588AEkiXMgyoc5isKgmTUxNTUJDeD666/DqVOn8IY3fA/uu+9eXPGSGSRphmeOHEETikOtDocuHCoJOtSXsv1AmLc0h521zPWVVi4S2s7tu1AYg9XOMpQtGB+M8o5fyrBSF413aQyUUsiyDJdeeggL585hOBg4qwINIwG+1KbLgG0tb+li+hNzeL35XCEQoaISeQTBkeaoqxP1iVMCSnhfQ3WReO35vLGGA50opdiZjMHamHAkphcseX3MWmgCafZWDw0uB2V6LulFA9QxMEN8r4K0rfkdPmUeGwfpWgYadAz/SZqFYpCuaNESpJXQfqkcEjAsgXS8Psn/1gBu7Oh0nucV1ThcCAEmnJl2dbWDl73sEE4cP46z82f9ucVkAaBg9+U1amLccfeWATr8jkG+LmmtMT4+7hhtkfvoV+DJBpC1pATSwtxW0aEvigk8Tkp8WgDGb8sib3SlHHdS3izOwiRpCbXMap3SKLAESpo2qC8EiPs1unzoNFyqk8sqCBGkwYEEAjui/2oShWsk2i186FAN7Zwe8xxpmmLQH6DdHkOv38czR57B8tIyhnmOtbU1rlu/57ZpFf4kL0D74DcNF760N8TRo8fQ7/cxMTGJ4WCIPM/RXevikksOAAr45je+gT/4wz/EwsIC3v6Ot+P666/D7V+6Hc888yyWl5fxsV/4GG6+6Wa8+z3vxsFDB3HZZZdi9swZrK65ozIvu/wyHDt6lB088zzH5OQklNaYnZ3DkGJ8g46edY55/cEA/YHrExJUNChGQoJtkzP4+Mc/jqzZwu/9t9/DPX91NwbDHpAqHjujgp9D2HNcHQPa1rmyshJZusi4FI8cq9KUc/isA2sETb4a2S7iWvFlK+9bwQvCujWDtdLutwqKwHnpX2jVsEGzdm0vgkOZcSdtyaMy3adh1mGt5rkTV73K2Z5LesEDtUUMzO4iMWchZVr5O2aCEqStzHiD5Zd/R/BMg1oy/0UgTYcH+HVqPj+6AtKOMGgLT2GcM4jbVuDOXS6Dmip7KaIOsBE/owRER88m0Eph165dOPy4wrXXvhx/628V+NSnPoUi91J6zfp3uUwqpG4vcFxPCLO3AGzHnVhT1okLFzkYDln6th6U+OhICoQiBBCH1RegIauaH5sAdcdsDR9couFifOsk8RGtNHsyk9ZN0eSkE2TILc67LKTyPTEvwvKARYic5ekqL2CUd8ahpQ7/nU9S88yUwRqqxlxK/wShzDntGAZr+L4YDAfQiXZr49qxwGajgWaj4c5a73bDeGsfb7vI/bbDnKOKWWPR6XQwGA7R7/UApVHksy5fKKx1u7jq6qtx55134tjRo5g7O4dEJ7j66mvw8le8AsurK5iemcY3v/lNWGNx1z134hvf/Abe/OY34abX3oQ//ZM/RbPdxHXXXwdYg71790JrjdnZWSwtLaE/GAgtnzTlcEY8zVsyjdMQOYcvjUbawCuveyWuf9X1SBoZ/j+/8K9x+59/Af/5P/8mllcW2cI2HOZ8kAvRcKS0Cr62bds2ZFmGleVlf3Sqn3u8Dg3+pPCipEXGsbkFaHtBMNAX5VmntMSgbaOK+icUVTkAINGdG+/Qro2CNX/1B6sYFlT82nShYLThdWytRCxwWA4varUBrA7CkJRhLlJ6wQO1VxPCL6FBcUfyOt1oDRsQL1zgANSxatKieT26FMwkFeflciQvrSK+b30bwh7bYPJO0xS79+xFZ3UVS0tLrkwlZ8JoAKmuUbqLte3w9b/6qivx8le8A1+9x4XkHAwGWF1Z9XHBEW0hq5YVvpMEveF6UXs843AH5jiwS3387u7aGvJ86K0MJgIgDe3BhwQEHWkgldJqgLcsbJS3t0mNxWNZJV+CMY5AZgyQJNBJgp27dmDvnj3odrvorHbQ6/UDYBchqlwsXAZnJf4NBOA1dE+CNPyccN+1f5bmCVMPLxkE7mtUCHFLx41WGH+p3Vbkq+DPEPZanYILcNHvu9O3+oMB+v2B056Nxe7du50JOtHorHZiU3nhz0/3QJ0kGsN86ASgosBgMERe5Fhb60DBCcl7du/Bnj278eCDD2B5dQXGGOzYsROTU1M4fPhx9AcDnDx5Eq1WC1nmQpDmwxx33PUVfOkvb4fWCRq9Bu771rfQareRpBqd1VX0+n3Xjl4f/cEARWGQJqlvv4st4Dz5Y/7EoKacE1+72cI7vu+dyJoZDBTa42289wffg8ce+Ta+cPttUJkbQwoBTNHhSDAOAig4c3Kg6/m1c5pf7lXFFYnCi9aBtQRtD9axJu1QbP21W4J8KyrqOiNUOeSrlA+pqtweZ8tPnJ9NM90qHwuctWr3Z5SnIXI4k/cs3DUP0tpbg+LzOzYt4o9MF+cMLpE+/vGP46abbsLk5CR2796NH/iBH8Dhw4ejZ6y1+NjHPob9+/ej3W7jzW9+Mx555JHomX6/jw9/+MPYuXMnxsfH8d73vhfHjx/ffIWk5BSrD/G184D1hYL0ekPF2iBp0okDafLozjxAZ97L1nl4i/USqn8ZpEm7ApAkKXbt3jWi2qOBkPcdy0fl4woe1MLFPbt34T3vfTcazQYAIE1SLC0tebBMfbhTAVbRQRVaVEmN7DgJnHUgR6H+iEG7NUEn7NAxnfKvzvObGEvk9EbgStdK9+X6KmmWlfsCpP3Ahw8peFn4878Lrkez1cSBgwfRbrdZcMuyzAlyPtJVwwNHo+E+m80Gms0m/7X871aziVbTnRjVaodPOuax5Z9vNBp8bjQtu6S+3GariXa7jXa7jVaziSzNXJhWC15PNh4QAz0GJkpLPLLRNHbseEjMGk7wHOY51jprWFxcRK/bQ7fbxelTp7G8tIzxsXFMTU1hbHzMB0mhuUBatrPkuLjOrkgX5c2dRe6img1w9TVX45ID+3HNS69Gr9dFo9nAjp07cOr0SZw4eRznzp7FmdOnYYoC8/PzWFhcQH/Qh9IK7bE2xsbbSHSCXm+ApYVFLMw7D/DhYIh8mLv6GGDn9l245eZb8aY3fg9mpqbRaDSQ+jkegg2pqK8aWYY9e/bg1tff4gBKAYkGlpeX8cSTTzpBzdqIRl1/VyevpNW5ubN49tlnMRzmnt780bk6QZbRUpuK6kSdGKarCp/+Pj0R45WQUOsmcVRDOS9I2BVPsMAueUl9frWJGT7N+5g3FKbwwq+kY/Fn6/kHZV3ZHfQc0kUH6jvuuAM//dM/ja997Wu4/fbbkec53vGOd6DT6fAzv/zLv4xf+ZVfwa/92q/hm9/8Jvbu3Yu3v/3tWFlZ4Wc+8pGP4E//9E/xB3/wB7j77ruxurqKd7/73SFwwSZTvEZto2sBwKvfNrPKIOA8SlV6DEQmD2IIZu4EWZr5UIMZ76vUgqPTuc5U/wikyaymNPKiwOnTZ9BdW6uvNIOQAKUSQCvFUzsyV0kHmERr3HrrLdi7dw/SxGmwSZIAFkjTDFnWcBNetlfLQC1+wuE8gmik4kZ6GU+4goHagfXi4iIWFhZZ84zMxKxtlkCkFmB1zbWwZBEJHlEIV4RPMf4KcRuY4qzxa6tO4y2KAsPBECdPnMTJk6ewtLiEtW4Xg0Efw+EQ+XCIXJjBbYnxjGImVG9aZuEllsyBcYPoL3FxnEmrVlo5QTJL0Ww00G63MTE+jomJCYyPj3kP4gRWgrYxfosgoLRG5rch0XZAPwh+ScLX21jB7GKgaTTd3unt27f5ff/A9My017CnwvYxOLUrTVNn3uQIU5atQGRmb7db6Pf7+MyffgaPPvaYa2eaottbwz33fBXf+c5jePDBB9x4eKezojD+NC13Zvbk5BTe/OY34zWveQ0OHDgIrRLYIniva6XQarTwd3/kR/GzP/sz+Nf/6l/jpVe/FO1WG81G0wnl0v/E02KSOIva0tIC/viP/whzp+dAazjf/PrX8czRIxh6oSMf5uFAHTl3bKAxnsO+30kwtNafX59otFpN7Nu3Dw2/3FI9/53yECBNAjzEJ/GKaBKLv5HAHcBZlX5HTynhoFoqpVxiOXnjUTQ3KoBMhxSVBXyiafnn5x07aV4k+/dFN33fdttt0e9PfvKT2L17N+699158z/d8D6y1+NVf/VX8/M//PN7//vcDAH7nd34He/bswac//Wl88IMfxNLSEv7Lf/kv+N3f/V287W1vAwD83u/9Hg4ePIgvfelLeOc737mpOsnOirTkgMq1pu71BSI78td5DMoBpEuxu1MfltBpSynvV61MEK6bNHWHrVfORJ6wiW9+dg7y6D1RFflRV9UKmLifQUbXXhOemprC/kv2+bOEE3rM7TtNE6QmgbEFlBLBMpRfk1PGRfyprYhgKqp8x5vfxEBxPxjv6WudlpfneZCOTRFJw66uij/dljcx8UuMSXRD6ff5xXmmDbYE22BeBBjc8jz3krxjDMvGbevJ0pRpIViBhEl6RB2YbhDKiu5IbUgkrRSM3wsPa/x6Z9WSAA2kKkWaZmg2vcDkrRpknqcY3NooKC8QwAJD/4xz+gr9YUWfUCWpzDRJMDE+jn379qLVbjm68gFOtNZIsxSLS0tYW+siTd01U5B3tOUgIlmWQSlnwdixYwfOnDmDwXCIZrOBLE3R7XUxOzuLVrOJpcUxLCycg1KKxwdw3unaX7vqqqvwultuwa5du7Fz+w7cf999uO2Lt+HhRx5GPnSRzg4duBTv+4H3YnJ6Eqsra9izex+OPPMshnkPFhaJD0LkhtntAGk0MoyPt6F1gt//9O/ja3/1dfzET/w4mu0mfud3PonBsO/X5AsBJjWKg6A7okf5JXhBA3k+xMLCuSDUaA349VxmoaWDNGRUMffT/7bw86iuUrHAHa9Re3r1vChYu8Cmb3d2vHcs0xbKCKtYhaLrEi0HwYOscqCrdABnZdzadFmpsdYtB0R/rs40zy9G+q6vUdO66Pbt2wEAR44cwenTp/GOd7yDn2k2m3jTm96Ee+65Bx/84Adx7733YjgcRs/s378f1157Le65555aoHamqz7/Xl5eBhCYeQzGEqMliIt/yh28STNGnR4QkC9oZzIKE5u7GaR1BBYyXwnSRCDKBy5IkoSZPZ2lmiQJ8txWKLeWkEcw7SBBw006rd25cQCUVk7y5gAs7szdsfE2O2souMhLZCUA/GlaXushCCGrZ0UYsgGHeMuNXNMDhGQbniuMO11JatQk/VbaLY6bJOtCGZDjjiOIdGNBgo0tExoCsFcBPm5jURTuwAZvfgttKNgpigBS0i9r9kpF12rTCH5ZMWEiCDKx6V5mFaKvEbgEEHTXjTEYDAYYDlwc6f5ggLwoWJsO3sZu8K1k0qItyqtXBLa0jp9kCVtmHPDmzhSvgFSnACxyf5zhMM/dOnFeeFN+A1kGtMfazoytFFZXV7Ha6Xjt2Z1fvrq6ygBPWpbcdw5rcerUSXzhC1/AT/zEP0S73cLMthnc/LqbcfkVl+Mb3/gGTh4/gX379yJJNPJhjrGJMfzvH/2nuOXrt+Izn/lTPPrYt5EkKZTKWSCiSHBT09NYWlxEUeR4/MnD+Nf/57+GUgqdtQ5b0nht2sa8rWb4Q+9GWgaF1lSwtkCed6P+11qF8J1ER4ygBNKKD7Qhj/PgSEY80EZ5SCJkTsfdGuiAwDGUBh4DxcdRSho6T+J6Eu/xliiroLzQ4oC6qAVqBRc3nCQHAm2X9cXz+/6uArW1Fh/96Efxhje8Addeey0A4PRpd7LMnj17omf37NnjIw+5ZxqNBrZt21Z5ht4vp49//OP4hV/4hREVqdeq5SdrqOEVIHpnZNYbTMTCFRM8RWAqmx1ZkxbB+UuNEURl2dQ9OTUFpYB+f8DbUhQUxsbG0WhkODs35yJ0+epEpqH1tEEVvjBIe7Nh2mx5wcCKvaiuP7vdLtInnsCtiwvIjatPmqTIsoEzi8Mizws8nqV4xrZKAF2RlNy/LFHHmjSPo5Ge3E7Dpv2xTrPLK+bg2NkrAJ0TDAJtyPJlwcG6IWoqtN2oK+tAP8rHjSufjuUTOZdJYCOTndN04Y/1TCKwlsINSuBbp21FnEuAb6LdMgaZ8WXTyoKG/E10kqUZWq0WrDEYDnP0+z30BwMM+n3PbOXSQm3FwBq1/2w0Mk/vfQz8/mRqf1EYdDprMMYiayRsqtRaochz5H5PMwk/E5MTbhnBm4/n5ubQ6zoNl3wd2u0xvOylL8fjjz+Ofj4QmiaQJBo7du7A1PQUrC1w5x134NWvejWeeuopnJ2fwxVXXomXv+IVuPOOO3Dk6afxH/7v/4A3v+UteM1rX4vJqQm89R3fi2uvezl++Zd+CQ88dL/zbM89XcBZJ06fOo3+wMUI11ojL3Kw7cEKYIqEMIFCkgTWSWzJMEEII38Ct6wDxIdE+6esDUebqvCbrUakybMQRl/rQFuCs/9NPJvLoKaRIOAFCUvby+qk0doGAypo1U4Acxq0JqHMa9fEu12EMlcWLAVO4V2M0HRwxyYVvFHpuwrU/+Sf/BM89NBDuPvuuyv3ysAgGeaotN4zP/dzP4ePfvSj/Ht5eRkHDx4MEh9QAWf5WWW4gpmN6OsN04D/ThZLksZYkxZOOhy/m0yKMieuqpu8vG5iLVrtJrZtm8HS0hKbG50TTYJDhw5h3959+OIXboNKq/03stsVfUSc101cr3Xe+Job8PgT4zBmHidOnsJgOMC5hR0AADMc4m1//Me44fQpLPmJTocOkDY4MxjgmSzDR/ZnGB+/A0l61Jmf6qsSeqM0AaTXMotEvmH9wQAWYO2Itj1RxpyTBaw1KAzieMlRUSXhTbxcnpNlOFTi3/USrW8praFF20iTo7Y5wSQIHXTcpFtWCMclOr4ptdPwXVa5rKFAhb6kEJYQ1p0oP0+bxEO5LcZ6z1hv8lbuYIokTZA1GuzI5ei18GXFzktBQAhWA601pqam0Gg0eBuTPPRlaWkJq50OLy1RndIkhU2AVqvpnA69ANRqNpH7Q2nSLHV0Ypw/jDEGu/fswWtf81r85Ad/El/48y/gU7/7KXTWOl6I0X7+psiHAwygMTkxgauuuhKTUxO4++67sLS4iImDB5xp2gLfefxxHD92Ao8ffhyvuekmXPPSl2LbzAx27drJAnboYfd94K0AhV/GIgdUWOKNwvIBsMBFpuEqdQYzNXg6BGGITNlEk2Rh0gowEqwZ6DxokRBdAVJXgjzfujInlKDL8j4t5ealRakMSAGRxrsoCSzrJ9eE4JkkwVoZA6ODRu0+KSqa61tjlTO507ZQimD2fAfqD3/4w/jc5z6HO++8EwcOHODre/fuBeC05n379vH12dlZ1rL37t2LwWCAhYWFSKuenZ3FrbfeWlseebaWkyNHAcoIgxc+qxo136/p5813PUM12DlEJz5+d/DsdmdLK7+VSaoppXraEMwkz4Onp7UuBCKt91nrzr694vIrsHvX7khbPG8rVBmg4/prpTA1NYUDBw7wxG43x5ClDT6jIU1SNKzBfzhwCPe1GrCWThty4QrzPMfrZ+fwrtkzsLaPnbv+LxiTI55hI7S/ciIwA1xgCF4D9xrXwGlAzvztnZt4TFz+xhrYwoLCElZAtSK4lISFkT/8JWHyqxGX4l9+nJIkgAxZM0iDIq2d/mAMcjgrgnSGAzFuNmvHZfJyAi0/2KChiN05DJrBPErCgP/jOoo2+8oZH6pRCtp8OlaWIR/mGAzJEaq6HkhgQ7+bjQbH3Va+L5Q3dRtjce7cgttt0Gx4ISPQUbvVYqvDoD9A1mjg2uuuxezsrHPWW1qKDsIAgDOnz+C2P/8CEqS49dZbMTY2hk63g6IwGGDIAsfCwgL27d2P17/+VlgAzUaT/TiWl5YwNzcLpSza7TZuuPFGvO8978Mf/Y8/wuf/389DpwpfvP2LGOa0nu/mVZZlGB93ccSdyR188p0yrtdJgGOByhh/zKaPiy3GPTZEqRB2FOCln3qq9IKfKwFGe6nMH97B3NYLDUQ/CoKWEALisGk7mu9EqVZUWIXn6sAaLHKwAuTmutmkVh3wwloCa+sP6nDbtQJQ01YuT6swMApQxvWpc42xz1+gttbiwx/+MP70T/8UX/nKV3D55ZdH9y+//HLs3bsXt99+O1796lcDcJLiHXfcgV/6pV8CANx4443Isgy33347fuiHfggAcOrUKTz88MP45V/+5QurF9fP/SqbK+MHbaC755iCNk1MJ3jYyvXoNA0e0IHhBfWk7LVbmPgM6V6vh/n5eXS7XRSFA7sk0Wg1m7jsskuxfWY7T0CXrdSw1qs5GLQb1iKBo/00U7jm0CEMlpZR5DnS8QyHDh3Cy17xUrTaDSilcM0112Dm1Azs4iqU0k5DUy7mcWGsM0f7WMymKGBtDvApPPV1W++eq6qC9kIQYP15znEfxuFUFYNMnL8HK9kJQmAq99SGSEUySFVmguKmzzCY5FlpKTdWaJsht7AcEltC6BV5TZW+y2UAEmLkW06Lp/p6hyevZfNyjqG98p7mS6AbV0GxuTrNUnZAo7Vncg70I+uchZRbT9YJnelsffkuIMriwiK63S6fmU3gYYzxfizWg70D0Z27dmL37t2Yn59Hp9PB8vIyz1HSxo0xGA4H+KM/+SP82W1/BqXJ0uFobGVlFVpr7NqVYGFhAX/5F3+JW269FQ9/+9s4euwoLr38Mtx3373o+uhpzVaGN77pDej1uzh6/CgefOhBrK6totfvhTYr58w3MT6BgwcP4Nixo15I7CPPHZAUhoLCUH9q6MSyhshaJhE585CqsMnWCgGAdWusrFmDBEUNHzIEAawdwXKccRUAWmrUANGPoDACcqofCcjkZDhCs+aq+nZQeNvzsjrREwHXqZ8MrFEw2glD7uhRLYDag7WF32tNgotmwL8Y6aID9U//9E/j05/+ND772c9icnKS15Snp6fRbrehlMJHPvIR/OIv/iKuuuoqXHXVVfjFX/xFjI2N4Ud/9Ef52Q984AP45//8n2PHjh3Yvn07/sW/+Be47rrr2At848kiHikr7yAC7dJ9VJ6svVyfAgfkAZXHVaYlkNZibTEovVWQpkmc5y7qEknefR/8gtYEyTzYaregE42skQGCeZdNlCOr71qAqaLAvz9yBDvyHIBCkiZoHTmCQWM3fmv1xzBz6TRuff0tGJ8aw9KyxdQUsHOXf18p3i5jTIF+v4C1zhrgzg2G3y61PkhXpCcbM5KAKd4hxJs2yZmNAmvQp+wLD1M1JsLzpwuailUlIk5MsgJgK8+xHlGbDfMtINCSzMjGfSfbYRGRMDNT7T/lejotVRQFMXsSlkSoWz0arIEAEkp5D21jAp17C1Fe2MCc4ZzJaCugUgrW7+OemzsLC4tEp+wLQfPHzbeMnRiVVti5aycWlxZx6uRJDAYDNJtNZFnGbaNdGXmRo9vtodfvcnuIJgfDIRYWF7Fr104MBn3ccedX8Pjjh/HU009h//79+PZDD+Los0c9/RnkwyF+53c+hdnTszgze8bvgQ4OYQ573FLDoUOX4tU3vArbt+/A449/B0tLi+j3+hgMc97fS30QzNYuQAeBNPe5iNjnyghxqp2Pg+NBLnoaaudDsHL4eOQW0BYwbA8P6un5NeqyUlQSkK3wT/daeuRVLmiX6EJZeKulRl5YbG6GCnywwQSujA4nbSkH2NqSdu360d0HrO8bAxLmnnu66ED9G7/xGwCAN7/5zdH1T37yk/jxH/9xAMDP/MzPoNvt4kMf+hAWFhZw880344tf/CImJyf5+f/4H/8j0jTFD/3QD6Hb7eKtb30rPvWpT/mJt7kUa9NCa+JOjIllNFSvd2FEqoA0RRrLgibNe6T5pVArKzRBYe7Oc9orKdb04E/CSlws7URrNBsNPHPkWawsrsJYi0RwYDkHI6auFLTXnt01i+miwP7BAP/20stx+Y03YvuuHVjrdvGe9/192H+4A43mAGnDCRHXXGPxR38ywPUvH8D+96DZu+MKV5DnBQCvEeSOYRprcF6aJsCgtSSBLpYmrbUwNmjqlm6A5LWgSYf2un9Uqf83n+pU3gt4bTNJ0cpyKE8KLJV6sGo+qm4j7nmt3a35+uA7PrBI4beR8do6MWBjYeAd3RADdR1YS4co0u6l9z0Bbp4PcerUabc0Nj2D6ZlpjI2NQRmD5eUVrKyuAlBBIxb7sTMfHMYY8uYe4pGHH8Hhw4fZtNxsNtFutdAfuCUTrd2eYmMypqk8L2BhhLkDyPMChw8/gfHxMUxNTeP0mTPo93tYXllG1mjAii2BCgpPP/0Uut2uF3wsCynW0hnkGnt27cbb3vpWzM7N4rLLLwdg8cgj3/aCUx8YAEMvwJfpiGITBKAW2qqyvCZLcbNpiyg3yBiuM5EGjyUtVCuLhCw4sM4s77Vrv3mSQVqGkg2SqmJ6tdFE9c8wngdtWmrO5QNBpAlcaw3tIzRuVKt2dMjf3HgZC6vcUoIiE7g/DhNsMTJw5OD6jaw/tCXxuabviun7fEkphY997GP42Mc+NvKZVquFT3ziE/jEJz7xHOsDSM/dssm7XF1b+XLhfJTYC0l3SZJyBKksEyAtttsEjTB88pYBCdJ+n7CmmOA6YQ9y5WOBa+XOw925Ywd27thF02Zd+LBwISM/cvIkblxd5euZtdg9GOBnjj2L5nvejfve+Hrcc/fd+MwjD6GwV2P7TNsddg/X39deu4iTR48hW1uDTlIMBwN0e11/9GCY/IVxTh+wQbN1ZnL6LscpaAIECnRP8WEONGCGW8rKhP8Rtb8EzqM01/qekvcvzoS8sKRqvl3Q66VLVWpx3WuhleboZaYw6A/6vL5Mr4U1Zc0gr7xAWudMGn0XJh/3vss08bEGtFYY9Ic4feYM5s6exeTkJLZv347l5WXkufOOpz3nFkHjNKbw68kDF0LUb9VSCqz5J1pDmjwo6Aw5eWViayGfbmaBAm5ZZ7i0jE6ni5npKUzPzKDf64U1b+9U6cDencQVAh6lSLSjW2MsEpXgPe95Ny67/DJ01jpYWVnBWqeD6alpjhymVQ+AwrDISyTpD/KIhCLSRp3pm0Je0ni45bcECkCmFAp/EAqFppXjo9hBzQ10Yi1M6DBYo2FgAFGO9cKC1Kjl+rSiecRzXsyrOoD231GiF/rutN6wPLKRGepFiaitxtqwVcvTUGVJxxB9ueUgH7L++atRP/+T0KKJ+fPlaqc+J5AmMyAdUZmVPLsp5rXUpj3dcmQbXle1AqSNX9vTHLGIPEDLzLDZaOLlr3gFpiYmeWtPoJ06gHFrT6/qdPDpXbvxVLsFpRR25jl+5uhRPLhvP1515x24f7yNw4cP48Txk/j3Bx/AS159A+bnvx+DYR+nTp3G0uISzGCA/cMh0okWe7WbokDf9JELBqcUmElwmFGoSvvpWMVovZ5NeUFLCG1zn0FirxnnWmS7UI36by7VCx+VH9Wmbaapnqlba93WoIEDzrGxMYxPjKPb7aLX67nogYJp8tKPB6r1TOHSj6Dw9K7VELmnXdolQdHFKEjKyuoqFn24WqXcKVkWCF7xXssKQq73/LYNrHY6vM5Jc2kwHPJ6dm4M+n7tmJ38RKz6gn0eAuiYQR/z5xaw/5JLcP3112NxYcGF+czd/mhybKTkwgdrzExP481veQu+evdXkegUr3zVK6G8V3mv10Wv30Oz2UKSpBgfG6LVHsOJkyewtLzkHEt9XVxfh618chAd8IDbDDinRSfYOKFhbKwNa4Fer+dCoA6HYT2cSUG4VSq4fczQDqDooAqKJQ+gbAJ3mCx+U0b+DYfr0vRdA9AIXIzWq91r7tmKY5koar0Ua9V+nVoZKOvXqLWBNhpWmRADnECaDu14PmvUz79EjhOjtWhi3tXLG5XBgIjjkZlQRhwTcbvJJOdANehyTJCWJE3BtIoA0lAe/NOUTd0u5KAO6iPzSbcdJrc5IALZV+osL/l3n2k18Z2xMSilsH84xDBJcLbdgrUWx48dx/HjJ3DZpZfj9eMnsXLW4ktfTNFoNbGysoq1tTVkAF4zGKDZaGB8bAxZlvK+RKpi4gF6fHwcKXlqI2w9Y03Gb/8I61eK60qMSE6uSPKhK9bGa7SoTtzNT6u/WVA/v/I/2oYy8t3yp8zLa0OkEZK5eGpqCtu3b0e/38fKyooLbEImXN/nDMw6LAeVzeFkVSHLh4WP1DZ0YTrZxG6d5pllKZu3u70eimIIgEI9Fk7rz1wcbWvh41m7+O/79+/Fzl27cN+992NtrQutXDxtnWjk/RzD4QBaO6cypTTgg89Qv7gtZAlUAd59IYWZQTHA/Q88gKIwuPXWW7C0vIzZ2TNRIBtpbUiSBDff/Fq84fW3YPu2GSwtLePo0WehtMLZuTksnFuAgvcPabVw1VXX4MabbsLv/M4nkR8Zotd1+8nl9i3S6KTwq8jJioZZaaRJ6h0wgUajgcnJaShlMTbWxtLSEjqdNSDPYa3xli5BHLRkQdq5VoDV0MaBlSVt2yKOxucBmjVsgHlUmNwoHcIlLS3kSCZM32WwhhOqjGxzLLdUvnMdQ/O8cGN5u6E2wQtcKbejwfjyyQMcVvEceK7pRQDUdalqAi/dvqA8A+SSBhEcxxolTVrzFqwS1XiQZo2xDNJw4RMZpCNnHZeH1ikajYYL4GANnj7yNHprHTZHnrcZPsWKmWtTURQ4evQoHjAG7bFx3Pr6N+CSe7+JtUsvxaPNFoq8wPTUNPJhjscfeQSd1Q7HMR+uDaPQjUmaom0tkm4XY+02a0BO0yBNqDQcZLqmCVy31slfwphYWsviB8gJy9YbFsqdAZRo5bmophc5rVP0eso188bonqo8UNvDFrDKaYW9fh9mcRGmKDA9PY2xdhtLy8t+B0LQGtkUjjI4i9jqunofSqHVasLLrihMgUG/j16v786r1ho61bwtj0zKw2GO4bBAkvTQaDQwNmaQGedIlmhnurfGsBWg2XQHmsCDZqI1lpdXYKyPppelnj6NP0LWadjuFCynrRfW+P3FjljyPMd9992H2dlZXH/9dciyFEePHnUBbbjdDkgnJsYwMzONb33rWzDG4tChg1jtdHDixAl/uE2O/ZdcgtXVFVhrsbi0iC984c8xGA4wPT0NrVeANSeMkDk9z91BG+SRr+AdN+H6st/fh7Nn34/V1VezfuzOb+/g6qtvx/bt38bqaseFe1UI8cB9vck0zP4g0pRNWogFNO3g8iBN79YgMQvjbPpWYC9v/0T4LsC6zMzd26QwWeQerDeVrOMTkVZtXFhdpZ2Grazi86zJ2qn8uvaW6XuDiUwugUjqn6pe3ow2HZLnK1DegzJNE16PJk2amE9UR8s1jMx/pnDr0oWPVOWiLxFISyan/Z7UFDfd/Fo0sgx33nk3ClPg/gcewNFnnsH6TkTrN7PZbHKgfmstXn3DDVheWkaz3YIFsLi4gERfgW9+/Rt4/PHH0e12MdFuu9jBSiEvcvT7fTah0aEOZI6nwC2kQcvg99HE952sJPCWRoTN3ypYUkhTJ6mepjub2lSAbtiNjf56T9XdUeLmhU7fzYzeKJgd/aTyhgr6BNMpfy/Llcr6aGNDLC0vY5jn2L59O3bt3IlOp4OVlVUMhgPWZpxsWuNYxt/j9WxexqEKKYVUpWg1m5icdLsICuE4aIpxF0nMRxOjuALdbhf9/gDNZsPPyQwLi4t49tmj6PV67qzvZtOdsmYcOIyNjaPTWXPnXaeWhWwoBRRAnru2wy9DWSSwuYUp5HKagtLA6dOnsLh4Dvv27cPa2prT1JPEzXfv7JSmKe677z70en00Gg3MzMzg3Llz6Ha7WDh3Dtu2bXMnhLXbWOuuucAsawPs3LkD7VbTR2pbQHet58aMQAw2CourFTA5MYkTJ2/F409+CHk+g1brHAAnVGmjMXf2cpw+8yrs3XsPDh36Bc9fnHupMZaXMWgLHYASKDkAJkc1+GV/1lqt3AftwRqIJobDXilMC+CG2EPtMZq1aVW6Bzc+zqt+Y5ZS5iOKluB8HHSrWKsubzsk07cDdEAZxab/55pe8EAdHA34Qrw2jegWar5uPLGJT4toRZk3d6dRxKUyEw2ChABpvz2lyHNYoLTfOiaSJElww4034MSJE1hcXMTRZ49yXOvllRWATOu2rFULdbJkNieN38JidXUVaZriiiuuwNjyCsbGx7G0tISHHnwA33nsMXztoYdw22OHMTExgcsuvwwTExPoLC0hue9eWFgMBkM+0YrNflrzIQJ9H5Ak/gtVVH6mqzArK2MkJxcQJHY+uxYUgAFB21aBqZKzXbTnkzmLHC5RMdTTT7V2cZdvUIkvvzbixwbeKL0c0UD02AiwZoxW/DtU2fKa69raGvI8x8zMDG/JXFpaQrfXg/GRvlhjrtGs6/7i+nhQh9MSnVk6XusuLxf1+wN01jrornX9mQCOqT/66Hc4ME4zdVao8L47IUtpOg+7z4FkGo0GsobzAB+aAjAh0AaSFAWKsP1LOeezVsv5eszOzvl47W7pAIVzYqPtmsvLy+gPBj7UbgYFd+DN8tISZrZtx5nTc5gYn4CyCZYWl5CkCaanprF7zx5019bw1JNPYf7svLMSGONP3lPIsgbcgTQWM9Pb8IrrPob7H3op9u9bxt49/z/s3Xsf1taWkaYpxsfHsdbdh0cfeztOnHgNiuLD2L//N6HUOa+A0Mlj/oxm6WgWkZQHa9AyhoI40sMLxiRMC0AG8WsbgXUE3BU6jzXsCKwBZ23RCazNNyUoE0+xni6s8WvSPryoFX8Ezoq1blqiee7phQ/UQABmK0kEbGauPH9BpSgv8CsknoHwWdJJ4iRaimVMb0TMU3gzG9orXbhtRrAcxSzRLi9fGmjryvT0DLZv34Fjx45jcnIK/f4AgDOTX3rpIXRWVjzAubpKZm0RVQRSw3IEDwwGQ/R7fczOzmHb0hK+8fVvODOhtVjrruGSyy7DzbfcjCTRTrtaWsYwHwLwbbFDbzIs/MlAik/3Co410vYBZswOYMPBD4TgcpzkulTZbEIYS9YVUu2s16gDb/B5cKxrktwBCqcZrZ+J3qpepj6tp6bN0thmQTqyNWz0eUcWtaAogTswYZm9c9gy1mAwHGBh4RyGwyF27NiB3Xv2YHVlxW/Ny0UXlcF69DGi5fpwvUY8m3rWFq7vZq1/4dwC1rpd5P2BM117gbrb7XIkOAL6NElRpAYDbw2ipZmxdhvjY2NYWlrmcL2AA2sqk7yD0zTFjh3bAaWwvLzsrUgKw3zI8dtTH4M+TVMouG1ka50OFhcXce1112HXzl144omnMDk+jZ/+Jx/C4tIifvu3fws7d25H2sgwOTmJbq+L1dVVFEWB+flzwHAIAMjSDNPTU9DQWFpcxlVXvx2f+t3rceiQxh/+wRB3fmUaX/ziEInWuPTyg1hZXkaj+Syuv+7X0Gx+Hw4f/gAajWewc+enAYAdPrUH6UIRVahobipSXAQNkmJNqwN84haHK7WVuVQFa7ouNef6KGXSb8Vp1S4O/EaOy6gT/I2luN4KRmsXVMabux1NhnVrZRQukkL9wgdq189Bi97YGsVGe7fEDJXyUn7KWnTw7hZaCCN0EO2CxOajjgkPb1rndofKKy6LNQgAu3fvxurqKpI0hbUWWaOBIjdIkwyvvO56HH74Mf+ObGNZr6+0CldeeQX27duHZ++6G/bkCZw5cwYzXuPt9/qYnJrC9h070Gm1OCzoYOA8ZilMZ1yKiGAVnfQUnnKTPECCY9LC/uE9QUNsXpFI27ZhUjsAR7QUVtXGrRiOMCiyBDnpK3mM/oGRd+SPUSr2hjTndVIFr2NtOCwnCHAvadT0DAEl5SVGyCUnaYL2GTtgHmLH9h3Ytm0bxsfHsbi4iG63BwqSUqdZR+vVpfu+0qFeNYAdwDy0ycKB366dO7FtZhuWV1Zw7tw5dFY7GOY5lldW0Ov10Gw4EzLN2yRJXMhbb8EZDty5071+H+2xNmZmptHtdtHt9Z3lSwGJ901RCM6b5xYWkPrDa8gcSkILAYy1Axhr0Go2oRRw59134RWvuBZzs7M4cOAgVlfW8IY3vBHbd85gMOh7wdEJuSQENbIGxsbG0O8P0F3rwhqD6elpfO9b3op3vvOd+MbXvonf/O0DmJvT+Pe/BFx2xSQOHPxR7L/kEhw5cgTXv/JaHDlyBF+6/YsAVrBv35dw9Oj3Y3b272B6+vNIswXQurzWCkWR+7PXIcYmFmIlPcEfYqG91SOANfg+g6hA5Q0BNH2Xc51J2lErHSB0IWvHpEiRYxkBtFKKf1sl1qnVhZVTl17wQC30JB5oG/9zYUkyVk+Ibt9ywhI6mbvLpjlRNWE2pe1Hxh/JmLOjjAyKQoyLy1XKB2MovHkNWFldwczMNE6v9dDIMsxMTcPkhjXCcjVGpWazgX2XX4ZOZxUHDlyC5PBhNhXSpOj3+hh6szWdUjUY9NnBw9Wvhalm00VS8wEUwlYszUyZGhWqJyvqQUD8ZsOZjSXtGEhL1hMJxgKIraAHW6KNcr78bRPkc95HL5Lk7VIMxnxNfLjvAoDpNQZGsMZbBm54MGRCEr9ZgFJOu+71epidm0N/MMCO7duxd+9eLC4uYnl5mcNkkuNlecuWXK+OwblGu+a/wJTrusFYC60VpqYmOX72wsIiVldW/L7qAkXRxNTUJFpe+LTWxXVotVpuT7QPcTo/P895OgctyysqWeK2iCX+JK+8cGvm5MgFBOECgJ/7QD4EBn49eFxrvPSlL3UBV5pt3HDjDXjFdS+HtRZ33XWX807PcxSDPlK/9XFxcRHdThcH9x9EuzWGJ598AmOtcXzv934vLrvicuzdfwCf+E2F3bst3vbWHECGNMvwlre9Ba9aeDVarSZe9epXYnpqAr/5W7+FRJ/Dju334PiJ92Mw3IMkXYCFczhrNhvo94FE5+6EtFaTj5OltfHAa2j8SNB2vRDAGqTCMlgDsYXsvACNoE0TQyiTe6I1TKJRFJ6flPh4XaK5TgofmcCl2ZvN33KLlqjXc00vAqCGYPCxBlbfhZvoWMH7CKQp8lHw7o7PB66UxNK0X5MWHt60duWCmIitV8wXnQnt5S9/Bfbu24M0TdFZdQ48CwsLaKQNF5gia6DX7bLUysKrHXEamb+UpRnuvfc+DPoD7PVmtCRN2CzvmJBbjxsMBljrdt0RgnkBpRWazSYSpfDqpSVsbzax1uuhO/RbbHw/v6LbhVsuSHyfVPu/ImDxYfUCaOW/JVAOGksJiKXGbKt5lGlhNDjX1Fl05QZfGZk2p1Sr2ucV/+OfEd8lQAs1OgZpylmV8hf0E2nYQvsY5kMsLi5iOBhg9+7d2L17N8babczPzyP3XuFVE3bVqUwCW1mbpvoGAaOaHN0HAc9tC5zAWNsD9uICVldX0R/00elojLXbGBsbZ7C2lo7o7KPbXXPbwfIi0BWVYyn0pFvPVlrD+DPG+/2BXxIKnuUyGUtBRgwajQaOHDmCSy45AIUEBw9diqyR4czpM3j66aexZ89uZ+7udDBYWkK/38e5s/OYnJjCP/5HH8Rll1+G2z5/G772ta9hMMjd+dtZih/+YYXP/MmD+JP//k184IM/hmarCaUVpqanUBQFOqurePSR76Db7fult0HgOQCscf4ltLOEhO6/87f/Dooix+c+9zn0+j1WkSLaswoqUdixYwdmZ+cwHA7Bc5HBGvzDfY3U6RHAjeB2guo6dSBX5bdrCY/sdSZYEDzDAEdatfzzjoXKH+ZBByNdjPTiAGogZox1HPe5KNfKRQjL0syFBhVBSNhELUyGXCADieHoRzKgSSrO11WemYpSoaAwMTGBXq+H8fFxfPXur2Jpya2BmcJCNzSKvMDqyio7aymo86rV5P8wNjaOzsoa+oM+FtbWAABpmrngK8McaavltsHkbo/rYDCgqkFrjaG1uOvAAVxz8iQO2LDdzJQA88s7dvp9rqT9lj6FNSS8F8CY+5KBV4Cwld+lBl0D0BK4US1PXKnvt5oLz3meega2MbCO1wPl9Qik5fPyBcJoVEE6ohcCyNKfvB8YMzlHFuisreHkqVPYuYNM4ROYnT3jw2iWNGUSHgRoK+GIuS5QU2NKvV9Wniw8Hii3j7/VbqHX7bkjMldX8MyzR9FsNrBtZgaTU1MutGg7Q6vdcvOu30O328WgP3ACK+9UcCDQ6/X5vOtG1kCj0eQAGFqHXQ/k/BZiZ1vkwyHWOh089dRTyIcFrr32Olyyfz+KYYEvfuF2nDx1EpdedgiTU1NY7XQwHA5xdu4s8qLAFS95CQ5eegiT0xN4///yflxx5RX4/J/9Gb797W/je9/6vfh7f7cFM/wqOmurMEXhhd5wOMrppWU88OBDyLIMgzzF6urLkOg1ZGkvHFFrLfp9x1MaWQPNRguvfuUrse+SfZianMKnP/376A16lTGgMV5YWAhgSoKgteI8axqcGKzLwB3GVJjMxa86sHbmb9pRsvG1aleu16iZn/ltWCo41kWa9RZQbzxVtek6kLZ1d8qZxMkTnVLan4SViQhbgan4R/0XT1oeFHhd2ntEh6hjiQsGonVgnAhgrZSL5nXw0EHMnZ3Dt7/9MGZn51w0J+Tew9NgmA9x6vQp9Pu9ANQjk7uXJhqNrIGDBw9g+J3HeWuYuxdM3+NjYxgba/uDAfxpWHnOR/71+3388cFDKPbtQ14Urm6F2+MaA7aBlsTv+1vG5va9JYBWXI0AWvyOvteBtRj3kvAW/xw92+zIH8+fJAwx4ksAtQisazMIWlFMxzUFjbIe+aWd4WCAuTmnSe3ZvQcHDx3C3OwslpeXXfeRQMrAG9ar67XrkhYdadORWMwqlwujqYKjkNeQoICxsTE0m01MT09heXkZndUOZufOYnFpCZOTk5iYmHCWoiRBu9VGs9FkK1g+HPJhOUVe+PPPCwwGQ3R1j4Gw2Wwj817mSaKdgyW9J5wrF5eWMBgMMTE+icsOXYrJyQk88u2Hceedd6A11sTk1CTa7TEAQKvZxLGjx2CNxcLiAm77wm1429vejh3bt+GlL7sGf/EXf4Gvf/0eHD32DCYmxnHsxNO47LLLcOzYMSQ6xepqB9e/6jpAa4yPjfmjaDWWl16N5eXrsXv35zE+cQawKY/xoD/AJfsvwa5du3Dk6adxz1fvwfvf/4N429veijvvvANHnnl6ZMAPAjK25JBAuh5Y1/xL4x0Cn/j5vY5mTdaUwpT2OUsprky/gN/dGszfvBZtFYcYtUrxNi46XOVipBc8UJO5K1woAfJGQHqdpBTY5B1AWqN8Vq972JcSAYk71MCdhFU4ItIyn1gjd2W6gxFmZqbRbrXQbDZx7Nhxtw/ZFM5rvHCRmQwKdHodHLzsIOYfOOtj9FbEB3fNc8qrrrwS25cWsHPHDkD5dSSl0c5z3Hr0KMZ6XfzbM6cwtrKE7NRxXHH6NJ6gOMtDt4eVTj0qPIgTAHN7tAphDEtH7jnIrdmqxVjsn6gDZfkbMTjHJm/4PCJCECSyAXD+6wDmjanSWFeblt+VeFZ826jGPvpWDI8VLRthXAtTYGnJhbzcvXs39u3bh7HxcZw9e9aHAFUig7DuXNGu1wXpas2t+HSPu2MxG/6kLHcm9hBaKyTJuFuTnnaR1lZXV3FuYQErK6sYHx/H+PgYGs0GEu0EV9omliSJC6riDypxa95+KUtrZEkTV1x2Ja6/9jo88+wzmDt7GsNi4EKWDpy/BwnGRZGj2+vi0Ucfxa/+x/+ED3zgH+ILX/xzLC4tAEsWa50OGs0m3vOe9+L4sRPo9wd4yUuuQLvdxre//RAWFhbx5je9CY8fPowTp45j1+4dyIs+zswuI0k0lpaX8Yn/9J+QD3MkOsU//chHcODgAXz5L76MpaVFDIdTOHr0R5CmHRw8+Fk0GglgE0C5tV5bAP/4H30Q17/yOvz+734a3/vWt2D+3Dl89bbbcObMGedkJoK/EBHQL63cwRXw+44jsGYgBoN1BNzKg3VlbRpxcBQVO5ZSolMMN6pVU+VJ+5e8STqPceATCje6tUa9iWRjnnqx+KsCmbAypKU16WjNTzwvNTpjHaC6dV5/8Hui+MhLGbcbIG3agfRYu41Go4GlpUUU+RD5cIjCm82JePI8R9bI8NRTT+KJJx6HTuL1sLgl7rPRaOCVr74e+v5vQSUK0zPTmD87j+GOHfiDPbtww4mTuMQYzF96CGc9oX5nagrf2r2bTX0mMgN6z0cbynKTRkjCPllAAHIZqMMfAWwM0mXtGVxuxURe0sojQW2difXXCtAbTqr2K10YCa21qB5ozdbcLT1Sqz2vKydAMrcCa2sdnDx5AoMdO7Fjx3a0mk3Mzs66ACm+oOratWJrVf26dCz0lVO5XbTdKk1TNJsN6ESj31d+25QD3larhenpaXRWV7G8vIzFxUWsrq64GOfj42g0m/5wHQWFBLTcZbT1ZlYnCKRpion2FD7wEx/Aa26+EZ3OKr7yl1/G//jj/4Fef9U5m/nYB7S1yMUYWMO3H30IP/+v/iW2bZ/Czp3bsXPnTgDA2loXDz7wAB584EHcdNNrsGfvHpw5cxrWAidOHMMdd34Fjz76CMbaLUxNTyFJEqytrWG108Hhw4fRyJpY66zB5Aaf+eM/wd/54f8FTzzxOPLC4tmj78XS0kvx0pf+Z8zMnEBRJGIMNFSiUJgC23duxz/+qX+ERrOJRx56GF/58ldQmCLsM5ZDIWQwo7U709oCWjtnOpqqyh8cIgGajresXb8WGjR9p7ketmmFeU5Li6YoUJTn/AjNmrVqz0EkSFPkMtaojXInx21p1BtMkcJWkpw2o02r0kOeibj90lUN2GMqmxWJpzFIUCxrH1kJsBxyVJ6oxURHxSqFsbE22u028mEOtN1kHgwG/mhHd3CFsc7sfW7hHBYWziFrZOiTN/bIJiq8/OUvw549bs/pwunTGNcaE7t3Y8+e3XgsTTGR50iGQ3zxJVd687U/KMMYGK85xCEFRf+Vh8aSp6xlb3Aykco8oj8C2wi0A0hHjmMRcNeBtATo9angPLe/q6kebOsMvOs9tt7zqj4T0nA2lu3Ih/gRgZIW4D3Xs3OzGAwG2LlrJy45cAnmz86j0+kwQ5V+HuFT+m2omnlWUqFKbfIE45zdhjnv4ydtjZcDlIuL0E7bbvfC9BSWlpaxvLSEFb+la3x8HBMTEy5Aid+9YAA242rtGt7IMrTbLcxsnwG0wsTUJK648iqsdXsYDoYulrk4VAMeENMswfhEG2mqYWFxdv4suv0eXn/rrZidncMTTzyBdquF7/u+78MDD96PdruNwWCAJNHYsWMGe/ftwVNPPokkS3Ho4EEYa7Ft2zZcfVWG6entOHPqDDrLK9i2bTt2796FAwf247YvdnDkyHuxZ8/DeNUrvw5rtgMWyBoZzp6dd0tfk+N4yVVXIrcWSbOBwhjcddddKGwRBWSKqcDyT22DcOViphhx6hQQ7afcCFgjaND0Du/88uMZeJLlA5NMmVetm+q0auO9vOUpW1sa9aaS61bfsRcrUw+eiU5CQJOSNl1n/JMgYqxhbdqd5Rr2Fsswo6rE7ZqNBlqtNqy1LrDEuXNYXVvzWz8Kzt9aF4+42+0iSzMA4EAjZOXmKeTb02o38ZIrr8CJ0yexnGX427d9Ae+O2mPRGgxw7yWXeHNeIFQ+89dK/TyUI/VmWuNh7YpA2pQBW+RP77AGXfO7DpTPB9LnUZM3rkWXpLiLkEYs9454uHqhXrtV8f0KEJ+v0BotvO6ZEXPApXh8i6LA0vISClNg586d2LV7F5rLTRdnW+xVpS1cuhIYBSVAYPckMea0wyEwf1oOMX5rFCVjQ/xqp6y7TtKpRpaOYWxsDDt37sDi4iIWFxaw5D2u3ZauNtfRmtBGpdxhGnv27cHR489i5+6dWF5axmc/+zkM8yFTD88JAMoLvWmSoNl0DlArK6tQyh1BubiwiLnZOZw9exaHDh3CIw8/jKPPHsXu3bt4X/X8/Dlcf/0rcejgpfirr30Nr3jFNHr9HoyxaLXGoAzwcz/3f2Dh3CL+46/8Cv7lz/0sjp8Y4DuH/xl27szxupv+BybGMkyOb8c/+Af/ADv37MJv/cZv4oknnsR7f+B92LNvL/LCac/n5uZx7/33hbji4nhSQAg/lriyhfWxIaz1cckLA6NItVaxn4oAa5fNRsBaRaZ04kXWuvokiUZRqIpntyeQCpnXa9XBy9tZUr35e0ujvoA0osMupB8V/HaszAU20ZWQngR+4XkJ0hTYn8JnKjiCCadgCbM5EYhVSBON8YlxKAUH8nmBtcGADz9gk7pxWm4C+AAqhYuqZEMYvohnwxH3pZcegtLAyloPn3rLW4C5uejsaHIAm2+3wylGQouF8ntefTuNUoAPbBGDs9fE/ZY0CdDSXF5v7q5q0WwpsWHyIPoMIx2Z2p/HWvQG1eTKOMaDGr6o8z6/vpvhxUyOSZKAZXnPdafTgTEGu3buxMz0DFrNJpZXVn3kLzAgS/N3nQkcYvzZHIpRCrYp0ZIHcNoXDacZO78Kp8glOkG73cbExDh279qFubk5nDt3DufOnUPbb+lqNhre9AsYf1ZxkqTo9bv47Oc+g8985jNYWlpGr7+GrJFgmHvAENIZ8Qor+AJthxwOh/jO4cNYXlrG6173Orzmxhtx4sQJAMCZM7Me7A0mJycxOTmJPDe4+qqr0Wy2MDU1jW3btuHhhx/DzTfdgrNz81hYXsTLX/kKPPDAcfzV19+Dq65+Kf7rf+5C67+HleVlHDx0EDPbtqHZauDD//R/x//8fz+PN73lLW7bqHXBWz732c/izOxpJ6j4Y3cj/kDgrLx/io/2R8f19npdtzsFFtZoAMZrxAJBpTZ9HrBmvuC/l58B4K2YumoBjFT5KtXUrVUHpULx9q0tjXozSWhTpcubS4LxJYlzQomdx6T2WakAE20hjm8EEGvS0fpbKE8pYHx8Aq1mk73Dc3/wQMEe1LT+57Z6aC9ZunUvGXyg3CgXlOTgpYdw5swslpdXMcxz2PEJsLOFjcGR14IsOfYALnC/I9LcH4lnhInfiJOHygdvSIA2pKFTv9WA9Wa15zIorwfSGwPo9R5Yb5JvLI1+U63zjAr/jhxrnOeZusfP86ACvK4R/rVgk4C03rAu5RQm53ktaKzX6+HM7CzyosDM9DSyRgNra10MBwNmetHyEoRGzXOmarWR9OtibJBmrXytwn1J75JzKO/0VBTGhaM0zhltz549mJ6ZxuLiElaWl7G4uIBms4WxsTE0Gg13Up61GA4HeOqpp9DruR0YzWYTM9umMTk5jX4/HKQhE80fcqbLssxpa8bg3LlzmJqcwoEDB7Br9x7c+JrX4OFvfxv3/NU9GA6H6PV7OHz4MApjMTc7h9e97nV46KEH8fjjhwHltkgd/s5h9NZ6mJqZxMFLX43Pf/6HAdXEB37iS7js8jfC2oNoNJvo9ro4t7yEaUxhZvs2/Mjf+xEYBEvFIw99G3/xpb/gY3iTJEVqLLchmDF8+zgksNs9AqV8sBTaNmVgBD1FMb7XA+sKqMtXBGAjkGiiExTKiEiHEi3Y/OLqqwQ9e009Wqs2VpywVS8cXkh6wQM1AcrFSgruMIBGlvkwegSyJOULEw9rw4AEUZKKrbURSJPUzK8SIwIwMTGBnTt3QGuNbreHwWDAgEfJ2GA+BpQLtCC2ILg9m9U2aa0xs20bzpyZjU4isgSesv1aQZe0NtJmSEgpvBk+OMoVAaw9UIf1bQJqkkZLjJU0Zqk91wByEIT4RwWs+d8LAunnDr4bSaPN3ar667yatPsRkWPpxehn+bNS6np1E5og/SI1WCY/LmSetEqxFYT+hsMhzp49izzPsX3bNoyNtdFVCgMfC4DWqt18097pywUHUko7p0rynRDCIs0/wABG+3OF4QCBB95G/4HaAbAwrGBQFODz5rVWyNIM27dtQ7vVcoeQdLsYDocYG2uj1WwhSdwRmS46n8tnMBxgeXkFnc4a+v2+68lSf1m4uaE1kGiFJMmQZZnfful8W5588kksLi7hDW94I667/nqcmT2DJ598EpPZJMbGx9FutXHLLbfAWouHHnwQp8+chtIa1153LYrC4MjTT2N+QeMLt78R3TWF733LJ3D0eBu/9duPoNVs4+bX3YyZmW0Yn5xEt9fjcwyUdQCqlEK73UKjkUH3FFIkga6GSiglESdx2nSaoNVuo9frgU4AJG9w5bVqBmsI5BNgXQVuWQZp1fJRbz73ifgvCRS1PEAFnsOmdb+UQkIhbctSxsIod+73RcLpFz5Qj0wX3IMulneapf4UKwJYud85OLXQqNMarARpYjbRmdKS6fk6Zo0G9u3bhyxL3Vm6iQukYj1Is9mPQNoLACR50+RPkiTaEw04omu1WhifmHBrRBaQzlxE9VprJGk4ljI29UghxPDRgrQvVAaDMMX5AdqUtfhIW47N3OfTnjcD0ptLQlyvvbf57OrfGqE312i7o66PBueAzArr/d58klo0/ZY5Ev3Xa70WpiiwtLjEYN1qNQEA/X7fLR3BhWnU2sBYzcCcJC7CnTvlCbDQSGzMTJkOjWGazZGjKEaPqY3ojjRFg0IVggcAjUYD0zMzaDQaWOt0XLCh/gAT4+OYnJxEyx9Ruby84qKAdToBnKl4AhUhxLg5nUQatTEF+oMB5ufPotvt4etf/zrSLMUVL7kSjWYLg0Efjx9+HNgPmKLAHXd8BVmWYmp6CpOTU5idnUOe51jrTuBrX/tJWDOON37Pf8LuvUO029vwzLNPY/u2Hbjrzjtx5vQs/t7f//s4dOlBmMKgXwwwHA5x5vQsLr30EK644nJcfvll+PbDK1CZG9d0mEOrPgbDYfBpURaasFZrNBtN1//+YBPyKHdA6LRqpicPjmGpDahdsy6ZvWmNmszuZW0lrFWbqgIgCJg06oi4rfXhyy0HPzF+X7WxFz5/yunFC9QANs+wlZee09rtWEKdjrK3FrzHmfYVA3SYezi0gwhBYrwC0G63MBi40IP5MEev34cxRWB+WnlPSctaTJKkUFA+FKlCq9XA9PQunD59BsOhO0xeKecQ5w6dD9o3a9MgC4JGliZeY3GmbdJaaGsZSc10FnDuQ4k6kJZnTNsgCBBYR4CPCki7dpW06Bptmvp6fZDe0DDXPFs36eSDz21S1ujLo5/bBEhXNXRV820jJW8+SeZKV0Jvyf2tQiATWq2xBmudDoqiwMzMDNotF2ik2+16q4x7T1nrzwB29FfWSrk+UggEoH38AwtgbW0thHy0oY4eMQXDBwMFLc9I0zSU26PbarWQJAn6fRf8p9fvo9VuY8fMNAbDgReac3c+sg3noFM8Aw5s5MsrjIsAqLRGI8vQaGSwNgNgsdpZxeTUFM4tzOPuu+/C5Zdfge3bt0MrhX6vj36/h69//WuYm3Vr142sgZmZaWzfvgMPPHgS3/zmjyEfjuGmm/6/2Latj917LkOv38fuPXtw+tRpnDk9i/17L8GD9z+AY0efwaOPPoalpUXs278fr33tLbj3m/dix64d0H45EMpZGIZpjvH2OM4tnsMAgFKe93mzd5IkLgxpnvsdK95aohW01W6MDGBgojGMtlsR4duSNi3Gi28o+Vw8yckqaotAu57NgLOg8RDjQjeskssn5GBmcLFm1AseqEk/vVg6FB24kYi9zlo4kAFlrC6bvOW6dIKEvFiFNiPr2mg2kaYNLC4tu/c9UVPedbbSxB/kQfHHp6ensGfPbrTH2jh3biEANZR3fhlzQGkQgabyjaEijDWwhbMK0MEERVEgL0zYO+3bmJMm7QG8TovmsowE5SBwyGs0a8pgLZn/KEexGKQ3SAl16uB5HzxPlus+usF86jRm/ll3TXxRNTdV+VnUX1ejiz5vspKh+kveG1jwunrN2rqzoM+dO4fp6SmMj48jSTQ6HXfutbGAKpxWU3Esi6ogmagpCY6hLFqXDvic+POjlQjgY1iQlflG3ao10iyD9jGxaVloaWkZnU4HgIvBoOS76/QvCcHGGBR5zjxIKbh1/TOn0Ww2kA+HWFg8h1ariW07d+LVN9yAJ598EmtHuuj1ejh2/DiuuOIKWAP0+1P4xtffhyLXeN3r/gOUOo5Tp5yQnWUZXvKSKzAcDJGoFD/1Uz+FU6dP4XP/87NYXlnC0uIiTp85haNHn8WZ02cwNjaGSy87hDe95S149OHH8Lff/36kWQOXHNiPX/3VX8Fjjz0GpZxQRGb+zPdPURRe6PH8WmkoDWhYGCho476FeQ5Uj8UkEK7z+AZfrwNp1+UiBng0BCKv0QQOa2usQ8Zufq6MSC94oAZq+GydaWMDidaiou1YfFiG+yMGEcywNtI8Ldx+afm+DGoS6qiQNTLs27cPg8EAK8sr7gxdr8lSHeL1XEeQJEyMj41hanKSNfLBYBAJBEmSYGJyAgDYi5scuUhudEfZ+Vdy681ULtpSUTIhunVoF8yCzp4+L0iX6s9MT2pZI7Rn/mbjMZYgjejr+cd8w8p0+aHyizVDWl/axhP7PtRmUwXpoJOVhIRReF76oaIL62QAxH2sKmyOjveOzUX+2VHmb7m8kudDLC0uwRqD8YkJjI+PY21tDcPhwNGN27iMenYqzNYRKNO9UE6gP/htk25ttdlsei3Z+Xnk+ZD3Xzt/jEL4g7g6aB/+V2uL/z97fx50W3LVh4K/3MOZvvnOQ5VKVVKVSlJpHpEwyEgCI2GeTTdikMP9B+EnGh5YNgTdNB3R2E1LYSIMRLfcRMMjLAYL4QHxeCChKgk0IYNKc6lEjSrVfOfvftMZ9pDZf2SunHbu4Zzv3JJcl6z67jln75x27sz1W2vlyrXiJMHKyoryDz4Fha/VMQGISaXJzFB5FmIycqUmNmDNkGUzPP7448izHFk+w1j5/7799tvxpje9CS9+8Ytx991346/+8uM4d+4cLl4CvvTlNyHLVvBPf+j3cPHiOUzGsk6AYTKZ4uGHvwEIgdNnzyCKGL705S8jLwusb6yDRcDly5fxxJOPAgCKMkE2y3D61I34ru96E177Hd+hYmrvY9AbYDRYwdu+//tx8tQJ/Iff/P+iKLncaxdShW+YFTqKx8BUoB6ubAoAd9uOoN2XnH2wJjGbQJqpyWgDtlR/x8qYjTcuTZcJlCBNIU3J2pvm2LI0VM96oHa5IywsWjPIGKxpmhgvRMz+CzcuhDCqYcHhnpc256SdRalUX2dOn8GxY8cwnU4RRTEEGMbjMURZSKMx2BbT8shYmvawtraqfBL3pGckwSEK+eC9Xg84GIMxoD/oK8MUuQAcT2KKiHIBdWwkV57UJAiTUxXdPrf2/7hl2a2JY0higpGa4V6DD9Iap+3vgRfrgbQRVrq/+DZcrsPL9lW54LJt4OZD4F0L6NZsMx8B0dn57NJrb3RsCbq1pAkUEwJouQFI66jE7t4eypJjZXUFK6MhJlMgy3Kl0ibibbHhFsMsp1X4+J8tWetz+7JhFIWMmGWvd2m8Jh2Y0JZQURSYTqeGKRdcusiE3C4j5kkCAgXgKWUQnyRW1uFGC6ffmUdftFZACAx6Kfq9vlaVX7x0EVmegXOO/f19PPHE47jxxufg+InjeN7znwfGgLvu+hI+/OEfQVFy/OiP/gFWVi7hqSfl8c3hYIjBoI/pRGBzcxOT8RiXr1zCf/vjD+H2F74Q9z9wPy5fuoQjR7ewuroKQGB1dQ15Jn23/0//0w+CC4H+QHo8+8MPfBDnnj6PMyfP4O0/8AP4oz/6IBiLkKaSScn10Tt7608awjoaMkhbBHChQZGYY316ADCW3RZYm+9kXOZwi2bmMhlciat5JzzGL0RBhKURUtPFAesF4aaSnvVA7aQFJWkAYBFDmpq9aX0cC0by0K9fvTUpSXNtTAUfpGv3tRk2t7Zw/MRJxEmM4Ui2lyQJDg4GMmJPlqEocpRcEqgkSTAaDbG2uorBoO+E19TgB2A0GkqnCVGE0XAEQKAoC0C4+3feoBkpxAdgB7AtQseFmb1wP/Veuiae9p8BackvUH88sLaqdKXta5O6Qeyy+GerrqYqayTpKnBXxORgG5Wtm8Bn5ycUUGI00z8DLWtOWtPdAFgLoVTEECgLaYBVlgVWV1dUDPZIn4KgOUUSqi2p+mpJX4q21d+OVscGDOs7YzPs7ytdmrI3ieNYWkWn8hw1MbdcCMymU8yyDH2lCi+KArwskfEcCedIe6kJ90qMqhotojW0FSWEjLB1cMCRZzmGyqWwEALb29soigKnTp0CIPDNhx7A9NFvytgAxSa+9OV348r2Mdx88x/hE3+VIUmPIUlOQQgZvjJNUsRJjEuX1zTAxfHteMHtL8Xzn/cQ/vZz/x2T8RRbW0cghEAUR1hbX8MsmyHLptjcOoKiLHH16jaOHT+Ot//AP8YrXv5yXLl8BX/zN38r20gTbfSlGSC1N0170nIeSuNV6bhMQESWHYF6r0w7RgFsgzHbqMy21GaakQxJ1RHKUindPXrSOPeJUfDm77LS9QXUCyYpTcd6T8VI01BAa+ijIQ4SuGifFpASr1PeU27Ra+31enjOc25CoiYzA9DrpRitjJQBRoqDgzEmkzEYk2H0JNHqy30vBguk3QmTpim2NjcgIN0B0p6MJkrUl9DEUwDtSh+2ipqIouEybQf5dl+CxNAB6Rpp2hmsENt1raC6Li0TnK06O+F0M0j7mG1L2q4GyG/FIDPzPoPJA1vnOkSgWFWl6xzXCswtSVA5ABltaqLOIq+urmDQl6A4yzJzvBBm7tDchF8ngXiFOajOTbOGiAHwnqgEBAprzOVa11tUao+5LEuAMa22puA1RVmCTyVYp0kqnYVoRpfeWdUhSlmWmAn53L1+H700RRRJg7vz58/j2LFjuONzn8MbPvYx8OEIv1L+33HP+bdBCIaHHvo/hd9nIN35UeA//9fL+L/8fIqf+V9+Fl/5ylfwlXu+BABYX1tDURR46qkncc9X78FrX/86RHGM02dO45/80x+EgAxcdPnSZdz4nBvwwEMPyufjHEwdrRMiMmudSwkaIPerNGukJTUJAgToBqyleO1Yd3v71BB0T4+iMy+1A5RCeNH76pOwJ35lDnUe4sZ0XQG14psw7+gxZcXoS9OOiKGrJZC2zksDlsqbmfK+IA25+M6eOYvVtTWAJFX1FymVG3Htg8EAaZqqsHuRQ5g1YfEBTQgMhgOQetuObOWCY1XC0BI03bfqd7h9SGIbcY6SGYm8Snx96doGfY/QOgMVAGg/nz2oS0thoNK0c651WZVyu0J+0KrZU4/76u+qOtwFbLrPnPxwmNCmpCVip3brppdbMJfREEIYiZqZQnqeKMItIJ1JQAh5+kEIrK7I0JRRHGE6mSITBUBeKNU8J9U39J+adxDOJYTmozUn9bw33KP3eGYEyPALFaZZ5omUli6OI31KgmJbyxCYMRgi/QJ8oLbHTkCq1IfDoZZOS17i8qVLiJ56Ct942cvw8I/8KF7bP42f+9rf4hvfeBRXrlyWW2GMIc8y5YZYMuPf88gj2F/bwIVXvkoGSWECafIo1teO4+zpM/jrv/4s9nZ3cfTYFhgYsqxAJCL83d/dh7TXx8tf+XLESQwJttJAdn9/H/sHY/T7A2nxzgSSOIFIzCAWavIITgwcQJ4bOIM8oyzkvjXjoUkp3zMDgmBt9rHNLLWxmI6HMVaaegKt+G1qKY2Ygb+XqBdL7pB1B2t5jCBCLyVXoZZTEuZKGhpYhL0vLQmQOcYVWZPEgLUQ0qq6LDiefvocbnzOc8DBwCnWrXXcCZDxZ4eDgekLPZE1OUIqOwN+AHzLVcpXIVIu0NqjKMchckZVAjx3VOVSxWgb67hgbUs5QZDWHz5od3+T7Tk7QmUdsFpgGWIk6ppob5XZU6W2TZPVl6qZV8R+AJvThNVOzdlq5n3WJFdOCWcQmsGzyggpPdM0W1tbw2QytY4LSqmJM0n8Z+qo4krJMRwOMBwNAeUQqKrpsf8zc9XR5NB1uPld0LeeMMQgwpptDEaFaoE0s76RZXgcl1rqnk6nSFOSrmNlXGUJCN5IC84xm80QRxFGKyvo9fqaAZjNZsgGI+z1h/gH3/US3PG6Gf7D+z6A6fghREmEm557E44fP47z589rI7Q3Xfo8zr7pLTj93jfha1+7B3/24T9DFEe4977zeOz//SguX7msYjoLJJzh7Kkb8MY3fidufM6NSJIeHn30MfR6KU6eOqlV8g/c/yDSuIe1lTXs7e3Jp48EWE9Nulw+UQlor2dCCCDiiBDJIBdS3JbjzoQ1CkK5JWWa4ZNgrYbIvs7UaQMIh/5SIt8WoiwDbzacSK0Oj14uK103QO2m7qSdMUhpOkncYACeREQvxRhUlTpout5/8aNrwSxgIYR0DVpyrKysKDecOfI8RzbLkGUzuYgLuZ9MjkeoEqG/qoVLkqf+FBaxsIgUXBB2wNrLQ88S+tSEjtT92gtZaTk5Me3Q+VHnP1qAAZB2pBi4CwvevdBP80brMnQA6aoQXFuuCuLt1VcK1IEzqsaLvqRVkajdf6gWK68BaFuK7iJNm1QRL+lqbZLBJ2Qf5JSWATKYeiaaM9LAR/WZ1pCwjlqVHGVZYDgaSakSwHQ2s5hOmueWb29vf9qXptUCCIN0BaCFnpPkqCSiMSawZjBbQQpA7PeUKIdC5Ms7m81QFlK6TtNUjYnUypk5YDGgQmAynSLLc/R7PR1+UwiB8XiCl7zoJXjODc9BUZZ46UtejicefxyT6RiPfOMRDAZDnDlzRgYauXoVcRzj9OnTABguXLiE8XiM/qCP3qCHyWxsLOBLgXiY4vv/0ffjec9/Hjiki9WT7CSuXL6MXipdqAoBvPTlL0WSxLjlllvwwP0P4q/+8q8QJQz33fd3zjsCpMQr3y0ARGCRnAMRZLATEnpAwM3Uh5DsH+3jM5BK3Ho3BNbO5LQFEGb8Sqhx7ZzUe7bp6TLSdQPUrIbzbSmFOJJ7wq5zE1g2YMyAn5CqYmP1SQQockBeS9OApm1FUaIsSmxtHcHtL7odeS7BOZvNMJtJwzGSTE3vTHKejKQHDXo26BqCYoiUm48q8VVCWj3qNUySM1l6a3BW14QH0i7BpAUKDfbzgfSiS6EBfVql3hAozreem+oJ5wyjdhWga3pqXbelbEdq9jRE9lG+EGBL+ihgz2U7T3U4wkCu5CGAW0ysWktXrlypMLjmu/G+x8sSRVkizwuMVkYYDAaIoggH4zHyGsMxR/LxtUjONbM+AMO0qh81M1ANhsPskM2x5YLSmzT0rFEUIc9zyZxPpTGqfKYY5GrTP3VCcyRi0lkI51xamwO4cuUy/uauj+GGG2/A00+fwzce/gZWVlZRcnnU6/777sPzb30+VldXAGyg1+vhwx/5c3zm3HnM8inSXoQolkc/e+kAb/3+t+KW592CP/mTD2FndwcPPPgQjh47hrWNdTAmbXru+co9KPIMtzzvFoAxHDm6he/87n+ANE1w5oazeMMb34BPfeJT6CU9rG+u4xOf+gTMESw6Eyr9O0jGJ5J+tFkEMOtMtGKENFgr2qVBWY2LLWyQWt2esPq9MumLgiupOjyXA29ccgoKrJU/e+9I2aLpugFqwHHX3ppImk6S2NqbtrlYl2rRvjQ5/iDVix+SL5S4chACBmwd2VKLNEM2m8mgG2WBsiwMl09tBpDalqiN2q8K1LaEraUE++FhGBEjXTHTlLCswIVxxaglHCcyVpUIGgnHSC6GA61/S/OzWh3KdMbsJmCtOaI3V3Il3PpcjgisygR62gLaDmAzL5/B6Jrh8VDZ+k3MVi0jSbmEtS4YSULynCtnDEx51TP7hjZQR2CMO9tQEUmieY611VX0+32srKxgd2cXszyTzKLNkPqMoTUnbTsKf42EVZoeODAFyl5AbzogZL4xGjFVjfwWRxEitU+d5xmmUxkhbzQaIYr6AAyga1fGFsjL0JgDPPe5N+HII4/gwsEYX/rKF/HNX34URZ4DjOElL34JTp85jb/6xF/iypVLOP/0OWRHtrCxuYEkTQDGsT++irSXgrEYYEBZllgd9nDHHS/GysoIW5tbKMsSe3u7uHJlGytrq5jOMjz+2BPY2dnBf/0v/xW3v/B2JGmKN77xDRiurKCcSZVyb9jD0ePH8K6f/EmsrI5w+fJlfPmrX3SYesYAFlnME6COuarRZBbFUFEBaciNmtsAtPueZEl77guat9EiUrVhXZ2tvCWk6weoSdWErsSeqXPJqTTUimwi4fBhGnTs88OAIh7al7cvicvEhdBevvr9AabTKS5fugRAYDDoo9/v4fKlS9Ihieq5Lm4dLbCfqaLSdr4bgmSXM0Tcl7KsehXh0keynLPTlhpSSS9B63DhET/RfVL7/ETjm6x70WyebG0S72GR2QbMtpw1ErV3vQtAh5tjlTwAlHRAZ51hAJVw2fskcApazNrCt6CmqD56DhfAhfrkRLQ1mEt9uStNyt95USDLcmxtbqDf72NtbRXFdo48n7lHEJ01EABs/5rWCDQwkt4z6znNmKnDatWZgFZZocqQOjzPc+R5hr096VhlOBxZRzAl4yIdqCTSK2EUQQiOxx57DC87OAAgUPAcFy49jTTp4eUvfQV+6qd+EqOVFTzv+c/Db//2/w9ZPpP75f0B4ihGv9/HaDQEINXyK6MRBoMRSs7x/v/4fiRJjN29XWxsbmJrawunz56GgBRubrvtVqytruA3fv3f4847/wL9/gCiLPGG73wj1jc3VZQt4FWvfSWiKMJ0LD2nDQYDFSOAme09AmguaSArzbsWlrTCmKApKhkgNQcdByiw1OJqrruaQ5qPAnEUoQxoPZoSAb0SiZYE09cFUPsLp3uSk17uTRNn7wMYcWX2XhkRIcdC3FF5m8lFxmJCyDN8EAL7+3tYXZMOSy6cvyBjSZvGzCT0n80mPCGQtrhSO5n9Zv8OES0LpIXl4EQf13LdgfpnUe1p6/bDguewkOLeEJUvzcl6VU0lmuCrio9d8nj5KtxQfU+6gLYlU1ektQpoBzoYlKx1X4UXL5gFwFpnBmCpczVICwXk5A7X+21JnCQFgdE8IM2E8OijzCvrVlK0BmfzXT4W0/YcR45soT/oY2NjA+X2trRs9sC6+lkFaw2xc85BGVaCaYccdklXhV79SsMcRRH6vR7iKMIsy7C3twvOOVZXV9V+tTFQlc5YpM9txiLFMHP0+330+ynG4wkODvbwzW8+gu3LVwHGUJQlbn3BCzAe7yNJUwwHQ8TqLPjKyqrU5gFgLMLznvc83HjDTXj6yafw1JNPQAiBwWCA215wmz6+msYJLl68iI/ddSeyIkPJS4wnB/j0Zz6FF7zwdmxsbWoQ5pAOTK7u7iCKIqyvr2MynYAx6bM9jkysPq7ebxlxMM614KRZLaH0FGr+kHEZzTd7zF31txltWYea0ZEcewqv2t04TNFdzIXxjek6AGqT5hkzxqAdnJC1pWdCpms1UXjIgMzsn9kSuF9WugOUqnJS55EKq5dKkD4Yjw0R0XVIokUIZPNtDkgHgJoqMYZENfuPAQ9OrpMTN4a0c98CaJqsQs9aD5zrUNomjk6WxWa+DdZhHKyK2o0ADlQWeWPjtbeqmotFE0kTmonUbVjzhfJZX2Q5YT2QueGCtakvKFUHn697qmdSXJAWxjJLzyF9jepiTLrcvVhgfW0NvZ48xgh4Hvgqa4RrDRkZsQn98PNIVkJ3HUwyP8HHqnlcXVSNCYsipL0e4jhBlmeYKLqwvr6u3YiS5g4A0rSHI0e20Ov1MLrnHmS8xNGjR5Emu9jd28OTTz2B/9d734OTp07i0uWLWFkdgTGG/mCII0ePotfroz/oY2V1VYKqkG5Qeclx9swZvP51r0OeZbjzzjuxuraGzc0tLaVevbKNL3/xSzh37hwg5LvgnGNvfw8f+fCf45WvejVuvfVWHD95UgkBwJEjR/D8W5+PvS/t4OabbsY3HnlE+gRnAMXzhrUdEjEGwegYlc2FygoZoBhO4by6qhMUGmOLhpKbUSFP/NBWZvd3b0nVS0Lq6wCo56eADDKYOKmdnDPTtqCkJUyhVN7ypehAHeR9jLh9w/RDACg511FjCNjjOMbq6iomkwn29/c9f7HMoreistB9yddWgdsPR+pDe3Ro35gkCmdf2QtcYOchFTZJyJq7pX8csNdYbSSXUBLOh/Wch5v0bcBLtwJyZlCCDdbq0fO2HgvrYXW7rVNWWGBrA71hgGzpWualQWQGnOmaknSZJ00DvmStwNziCIw07TIJlTGyu6m/m+0gWlz6GljNUFjcgQJr2TbziK3MN8syXNneRpomSJPUSODMiqpu8Sc0z2ywNtHeLDDnBuBpLpN2za5Uvylh3FFW50T9LLGHlLEISRohTmIUeY5ZNsPOzg7WhNCOVWxV+cHBAdJUWoyLtIckSbGxsYFev4+dqzt4+sKTePLpxyXAxzIq17HjxzCZjPHy8Rjx2hpGoxVsbm5iMBhge/sqHvnGIyhzjrd9//djZXUFR48eQ9KTDloef/RxzGYzPPzAQ9jY3MSrX/Na/MVffBizbKZoH8O580/jLz7yEWSzHLeMp7jxpudIWjvo44f+D/8UZ284g63NTbz//b+Hb37zEQBCRgdU9MOJkSDI+luYqWnNcRJnfctvMFaZ+84rsBhB0qYKVa4r8Mp1Yfpw2HQdAPUCiTFtROYaghEpNS/MGJFxzVHKo1gh+VsRI1LDcCFjSqt3GUURVldXEccRLl7cVlGyhC5jW9g6AC07Epae9SP5hE/eJx/JvCJB25G0ZH7/0wFQB6AMrNrfjCwdnrx2FTaALTcFkKQDNhpg9KsyhJnAqtJl/0JNY3qsnPwBLQ7z8gMwKmS6p9TNFjDrXgobrKEB2AZr+UoDwK2hOdT78INVVwGr3LXtNwxIW3PWY6Dq9uzdHkmfy2UpA8VkWW7ZixhG2v8DmDoqZvk80JPTYmg1QHvBZri9Br11Yn2E+1yXjI0MeTxL0hSz6QyXLl3EdDrFyRMnMRoN0Ut7ypBuDUmSIE5TPOfxx/E96rgkIJDNMukwpjTuOgeDAXqPP4Y4jnHiiSdw5cQJDAYDHD12HHfc8RJwznHuqafx9a/di/e///04c/Ysjp84jhOb61JtvbGOhx96GLe94DbcdvttGI/H+MpXv4zpIxMUpZKMAUymY/zJn/wxBv0RfvZf/ixuuvkmbF/exsc/9pcYDAd4/PEn8XP/+l/jj//bH+NTn/4kWCwlciaEiToYu2NMYG3mqHplpPr2wFtuHwrDILuLx9lisUMAW9xAwxtk+p0vi3z9PVB7iUFKxIlyNBBSXROIGAOy0jUgY7b3MpNo8tBiS3spsqIAFyUiFmFlNMLG5jouXlT70noSUuvtIG2ryak/vtYtZNzlGH45oCy8sm4PaDEwYSQs3bOgJG3Nc28WW/jvXV86WpvURYDV/ai/YHZjG/K33AhL1IGn1xdscK5K05okVQDbXNMCuQXWEOroC5gjZcNROTP9tfMA2s/qlPEq8MFZb89025uvJpqD1jq1/rH3d4lBcIBbAaS5bpVT2rMoNn00S8AAubHdqD8JIWsNzXZmfRpmP01lPOdsNsPB/j6eLkvpavioDF27srqCra0juPI9b8FaFOOmLMPB+AD7+/tI8xypCpsJSK9maVEgFgJRxPDg2bO458YbwLMMB/v7yLIct956K553yy143i234M6PfhQXL13AytoK1lZXkaQJ1jbWcOsLbsP5p5/Gk088iccffwyTyQT9fg9RLrccdnd3keU5VkYrOHHyOJIkwT1f+So+9clP48SJE7jtttvAS4Hn33orNrekfQEXHEVeABGDiBhEomhvJLccXaMyS2hgzGI8hTPxzHlrJfvadE2Xl1+l/28C/HnAd3l06++BupKk+jlV0Wy0c5MK2MEcSSptK28XoLX0DGu5aQvNGEIAk8kUg8EQZ8+ewe7ODibjibFwtAsHAJduhwHaEDZbJa5DTgop0bv72brGuuGBv18nfzGQ8wGtNkSVGGkmxwF0vxERvuUJJKFtv/bkIksQaLwxCI1GsIhzg7hzYmDqk70dEh4PTwrVX4XVVSN9CqsO27hGSw/WtYqRl+qQxG2j2KY9acs0AqEz1GHcDl8lBrhxUJwxcO91kaqdXujBEs4rbhSQKjyEAXNYYE6ewyIVnCOKmHO0DDFZG1ObBODcsffw7T5s5t48h9DDEEUJVlfXZNjPgzEefugh7O3u4UUvfjF4ybG7s4PyyBFc/pEfxXA4Qp7P8Mgj38BDDz6InZ0d5Ll0B9br9aRE3eshTWSUwF6vh5XxAfIsx6WLl3Dq1Ckc2drEDTfeiNe9/nX4m7/5G6RpitHKCiLGUHKO0coQSS/FBz7wATz99JMoeYlIRRoreQkUBVZWVnD2zFk8+dQTeN9/+P/gxPFTuOk5N+HsjTfg9NmzGPQHuP/+B/G5z/0tBoM+ZlmGYlbi5Xe8DLt7e3jg4QeU50NzHNQGV70eQMwPXLBWgyfPWytNpf2eiYlV5SkssYlXHphbzhxRq0MsT8i4LoC6DXvsxBhk2Lk41megQyAt9CQJuQll8KVpB13UQo+iCMOBDJN36uRJRBHDzs6ODixA+cmKVqstdZVCc46AWdBOny1Adiy0gxK0Ow7B8RGw8hPBs1Xl9X8EFgZIbLime/WpKmkvJMw5NcluzFuLvfxq3rPT2+bJ5449s/41X5wFL5wcaj6Z8XP3pw0YU9GK+ptUepWOwSKA1g9LqpZ12MpwC83tapyX5TFLNYPi21GYZ60WbHuDFktL1es7GjytCejkb5mX9qkJ2xmLDMKjAJxVzzozxhAlCWLNYdnbTlyvWb1WLcYXnINzYqgYemmKjc1NjMcHuHDhHIoix4tffAfW1jcwm86wpozOojjCyuoaRquryJRUDa1SjvRTsyhCrJylCCGU33GGsuSYTqdY39jEa1/3OvQHA+RZjlmWSychgmMyGSNOGKazMfKiQJqmGAwH6MU9lFGMvMjx2OOP4uTJk7h44TJeePuL8erXvhrHjx9HlCZgANI0liCdT5HECW64+Ub8X/9vv4gsz/Bv/h//Fn/3wNfBY2nAS8IU0UktKdO8txhQeh6aNa5E7c4YAngGoaRqcilqzXVUi1am+hLSdQHU8yTGmGNE5h/JIoAiA7KSVGnqKJbxBe7v49mvz9SXpCnW1tewubmBy5cvWypvKkV7JQLCtzxVgO8AtC4odMxoJ150QN3mjYDTb7tFWx3uf3ctv/2wl8ICYo8YeteWNrPnSoE2W4hzY9nWFIAVDUDe4legXAUnF7jJ5JAxezyZ0cQKy0MTPGnYexr/HgGth79W43QjVKd/bUH2qo5x7FC0/g3Z89h86jcgvLcRnBP2FXsrwjOK0xouZcPCbMCOAi6GlWRuYQLnXJ0xLpXhKvkvkAx4miYy7CcYLl26iE998hN47s234NbbXoBkHKMsC7AownQysdxwKgcdgK6H6EIURYijWFqZT8aI4gh7e3t45BuPgPMSJ04cx+bmJobDIfb3D7C3v4+nnnwS9379axiPD6QUWpYYK6l9ZXUFaSTdMcdJjL3dfRw/dhL7u3t4+MGHcfbsWRRcepg7fuIERisjXN3dBhhw9uxpbG5tIEpi/M8/+S/wK//PX8HFKxdRxiWKsgDjTLlnhQZpb7favCUHsCVtdaGXfhhtEhmwQTmmMsxyeHYtLkSE0/UB1B2PVjDAUnu77kKlKkPWISXTElxbbDPDPXuAKbz63U+GXppgc2MD+/t7mE6n2hOOTY+1YQMsKcPaM6N2DWBaTki04xGj7gYM6FI/LN6hIg3J/ArYFbBqgIbQkoB/fMuXprtJMYGBo/GaX/Ctq+qQyVWdmuQiWX13Q4yBqx53n9WSp0PSP0nUSt1mg77Q55KpXUuyVj/ld2Eata/7JMcDbPuuXWegIi83OlxH9ZrTfjs5dJlAU1U4r8mvR7wVrIXz3d7vtNeSu8aYZrLNp8twayk8lsZTSZLIeNU8kR4LRa5ca8o1Ln0xSCcdcZJgbX0de7u7+PrX78X2towL3ev1EEUxOOcYT8baNTGBdpIk4DyBgNABPciB06VLl/B3X/86AOCpJ59EWRY4ONjHmTNnwQCcO38e9/3d3+FgfIC9/T1MxgeI4hhgDGUpY4jHcYzRaIQ4iREnCSIk+LEf/TGcOXMGf/zHf4yvfvkreM5NN+FTn/4knn7qKRwc7MvAH0WBL335S/jrT/01vvNN34mXvvwl+P7v/0f4T3/4n5DEMYooVnGq5QQRBKLMEnJo8C3hxPYeR1ddltIGcnmmm1PM81awptWzHOpzfQB110TStGVE5ifaV7Kl6cjzvesWoLot0FOfURTJABy8xP7evlF5M488KsIhqzbtUMhMQDiBL2yvYQ5odpo0wgID2rc2UjNqQLoqVYckd29vMNS2lxR7Apr4bs+q4B7kjBvqN624+dqYhnAiKm7LxtWmwtDigo6189GYz73qAyP1yZKkQ0DalIJZqE67bt9dpmEcKs8QoopOMZdF8D91pcJ7Uw0v3zA6onJNzyTh3fFBulK1cL5W88rxYYA+HqSlPP3srhQOwGXGGVl5JxCij9FoBUmSYDqZIC8KCEFuVo0mTwCIkxTrm5uIk32cP38Oe3u72NzaQpr2AAAll7EFSi7DOUbMgAqLGPK8kEFNWIR4ZwcAcHCwDwYgzzMF3hfx0IMP4uDgAOPJWG7lDQeYTseacdAGt2WpI2YdOXoEBwdjTMYz3Hf//bjna1/FU08/ifvuvw+vf/3rMT44wMc/didW19eQpgnKssRkf4b/8p//K176ypdhfWMNq6srSjiKlAcx6VKWjMr008jBt367gK1V5nWgKgzVIRpfOVFTmRfhKXKYdJ0AdbfRiliENEmkNxyt8nZXvz6OpY5VMftcH1PxcjRTLUzb1jlP4pz7/R56aYq93T1k2hcxtBcj3WviulXdkTr+BUBK9txIzbSn5R+3cpJDOZlDBWVWboiYBcpaotaqbPeeD9hagg+q2P1XIyrXqlBs72kj+Frn5mDFQqW6VIogEhlsqynn3hHCoeHhfAHw7QDBCySPmdC/3IfSkogD0ga4jRRNiVmCtdV/DcjeJ6A1WZXu+V8Dc8+dOx7QC+sL8SIWKXZtkqz29f4ojYd5ExWFXi1ltxahAhihgEEIgelU+ltYXV1DHCeYTW2wlmBOzk9kXal0eDJawf7+Hi5dvoTRaAUD5fjFdncsGANK5QUt6qPXl37Gi6LA3v4eZtkMEYtQ8hJFniu//iUYi7C5uanbvbqzI0P8qrCbRVFo2jSdTjEeTwDG8LKXvwIPPvAgfu8P3o/XvPrV4LzAa17zGnz3d303PvvZT2tV+2hlBXEk99bf+A++E2sb63jgvgfwJx/63wxj4WxR2icW5JgKC6zNO6CZa3nTs6Up/UaEfmd0tI9b88PMF28uLXn1XSdA3Z4YgCSOnLPTTlKAZJybcPXyLF/ekbu/a8G0IZ2K602SGCujESbTCSbTKYqSawpAXoyYLsuACFqKBmBJ0DygclYgTZ2wJrTumEVANeHh1sTUAGwDs/muj4I5QO2CNJUnwmOPTq2kIrzflXfQlOrvNvEK1y6FGmXOc4QlZpXPujLfMSg/s/W7Q0VVqK9hDAweO5oOJuy26AbtH9bUZxFUDY0hkFafDKgyoN4zmB+Beea3rX466mhAEXDTf8C8M/tkBRlqQiipjqIoWS/buE3VsjOM61Rqm5h1ptsWAjoq33Q6BWMR1tZWkayuYjqdosgLswUXSYcokTWx+v0+RitD7OzsYnd3B7N+H/3+QPedHohi3ZPP7eFwhDzLMJ5JT2ihM+dccFy+chlFUchtw7SHXq+HPMswm2XI80IJE5Iu5UWBJ554ErfedhviOMLO1avY2bmK3e09/NiP/DOkaYLP3/15ZFmGoeBq7z7G1tZRfOd3fScYGL7+tXuxvbOt/L8z1y6IuROS1o7Q+zzuDKicHHCYTXueMEQKrJkS0qq81/JZY0rXAVDTAm/OpY3I7LPTDi0xahxeyhdFh++ZkqhpcciFZ71JEjjUAo0jeWZaCI79/X3LgIxpLl6J3eaIh15MVdeeFZUz/Mmou2FJQOaauaTgU5hPG6gJdB2wpvw+sGtGwQJ+5k9+M7Zet1B5Yba00jW1Avu3InlAXIubbYDq3vdzssCvdjJS36ZN8KwDW04xW/1tS9XUuIY6DXpC33NVxLUiZ6dk5nTNbAqjteoL2X7AohsGTPUIMQq4EyOOIoCp45pFqQy+OACzbyq7I6zHZbpCY+Qnn50MAhmsrQNFe4qiwHQ6BiCwurqK4XCIWST3miGglXgsso+JCvR6EbZUMIydnR1MpzP0+z30e33EcaxHgZclZtMpLl68iO3tbWn4pY6SxpZlOBdcR/3jKgTn6uoaACDPc4wnExX5r7SOg8qtuKyY4SN/Lj2W3XDDWTz3ppvxxYtfxpe++BW89fvejPF4jLSX4tjx40jSHm6/7YU4c+oszpw9je0rV/DRO+8EFyUYk8fKACDLc8M7RhEikDMnruelgB7Myuundy4iqHjoZu7SDrdg8uiu9CapCz4jROY6AGp0GsiIKfd7AWlaH5mwQjhq7lUBdMQMZ8ZowUCYxS0gQ6cxeSRrNBph++o2ZrPM+Acn4qc4eu1BicGot3WdRoqF/131m8izMcp1IdwmaAqDVV3m0z/T6RqGEQHy8usZ7rbn47TT2zog7gC2zUS4S8k21VVTpYty0T7bX5enqQ3D3DX2iVV/zN/rcCc1oMAwmG1SNSpSqkfw6oifJVULvU5q3o6/fWQ/hu55NRlW2xh3AcrdKLOHwKxNQNmpJBGSOEFSJsiLHEVe6D1gWiNkZQ1hnVmHfYSunlkibQRJ1kIIrKzIcJ6MQaqZhdT4ESOh2B9Nu4bDAfI8w2Q8wWQi48YPhvKIKL1HEkiKopB+FtIUggsU9ErpX/U7SVOwKEKWzXAwPsBsOsVsOlXGaKVjL0NMPRjDka0tvOE73oAbb7wRgkf47n/4XXj0m9/Egw8+qFyd9pAmfTBEeO3rXoMoZvjyF7+MJ596HGDAysoK7njJi/Hggw9h8uhjzjthjCHikGpqEhJEeHxpXIV+51XmibY2IkXDBStbaNNy0fv6AOqWxCC9z0h/ub4RmXAmL+dSPeTsTXtOTlQJ618A6lxl2kuxuroiVd4T28pbANaRDbMHbZgDqwFoCdcBS++hTObKtDF8hOH2iYD4UrRWc9eNH4MnOSCY318iFs2sgPTcquowtV64cNuu9bKUXHpM6ukz2m5XpGlWvdfU39ZnaembnamTVO0BduXYYUNPSboB1VPLw1hzye+m+hLmBYhZVmCtiD55HLQrEkKAlwycCTBeOvuk5OZTQCjp2qwzUC7FdBB4V/bkYXgD3z8D5yVmsxmEEFhdXUOv14NQ6nFelnL9qchTQoF7Uci95V7aAx9wzGaZPGkiOEbDEdI0ARDpEKW0fx1xjjRNVbtCuSE1qSgKzNSJFWrfGJS6kfaEoncRY8iyDPfffx+eeOIpvOm7vgdHjm7irz/zKZSixNEjxwHGcHV7F3tb+zhz9gx2ru7gz/78z1AqQSnLMjz+2OO4fPmKZtwEV++Q0bacHmwYN6MmMeubhnEGRIjAGTeSuMrMECGKGUqOZzQ964G6C40htXfsAS6Vh5pwNNkYmFZ76wAclpGL0OWg37xkBmKsrIwgILC3u6etvI1lp6wTsK0yzblGptl6WXktNqu2hXPHI1wE0hboVyRnEWqFxgxgzOznc3X+UfBmUBf+LxG401FEbgbzEPiGU0ieri1cEYI7oVhDpV0MvxqkrIbfJLGZC2FpOsgsSOSApeCmS67r0JquuVI1lQZg7b1CEUHN6DmO0u3K1adjsOXnDySLkXW+tYG1NS8JfCPGICIBOmUBVOefuz7VGCj6wOGCBNEVsiLWYG0/tbLtoMYMYy5fAhdANpthTwisra0hTVOUZanVzWRUJlTwn1KdwRYQSJIEQgBZliFTgD8ajpD2UkQ8AhjXhmxxHGM4HGJtbQ3j8RjbFC5UCRGO0aq35SUA5bjFxEMApKBTco6Hv/EIXnDb7UjiGF/6wpfwiU9+Eq969atw8fIlZNMc4Axv/4G3IUkSfOqTn8Yjj3xD05xZluGbjz5mTssIM7buuzEgzYgRcm/rgr5XSbmPL6CtyZlAHMUoWGme0yGv80oY3dKzHqib9WMyabV3FKnVZkgw7clyOo4lABYzdSSrem4aqgy8veIoijAY9DHo93Gwf4BM7Uszte9B0rwMfVmgKErLjShTdMl7EK19svobpOceeAbBWQFzk+QMS7qIpTOEKIogIJDnAIrSMCmNSYQ+rL61lK7N0ADqDbfnWlo+se0gDreDMBxAbMzahMwdWmtnKbowHsRgVPepw8XVRQJ5dUnvdwsoQsq0QElnV6mQ7XXKSObNPaxeEO690DW/mOobF0aNXAfUQBWsNY+hnrPCqvpgHfiUSXoiY4wclURgUOrkbIa9PWB1dQW9NMWkLFF6x6OkQVdpAasUHHq9HvI8R55lOBACIzFEr9dTDIns+3TKcfnyZYwn0rXxdDpFnktrc3cMDGATk8hgDO1I6GBKwo3AMJvO8KUvfQn3fOUeFHmOF77odmxubeH++x/E+uomfuzH/o944YtfiL3dPXz6059WmkUhz5bHsTmBoxg+Pf6C9DkmcpYeT59e0xvT3szoXSr6bkvVJKSxCEKUZu4wODHHl52uA6AWkCbTCFJrKelG+niBQy4t6ZJzoR0DhEFaca9adWwuR0piH41GyItcq7zBoEEaALIsR64c5XNBBMHsYZkIRtDALSeJ9kvlUA9DkGxjGEud7XyvEivbKtSo3gDGpHV8nMgxK1WULwERpl6V91H50D9EKK95jPnTtVs7bv2VDXjmZOkiczfna6/FxogwvyaUS8SG2g2mugbilQt2WQtULXCtZRptLYJfpd1OBdgNQBNg1yZPwmkE57r9bLpKMbBLmOdzUo22g3gYtZRDwpzOYKm868HaTlwNiJGs9yGwMiKwLlCUhT4dQlKtcIiTpH2M9VAUOYqiwMF4jJJz9Hp9RBGD3HGT+9X7+/teXxT9k+K/kar188v7gpwvaaBmYOCAcmlaliVm+QRCCNzzta/ioYcfwvr6Jt72w2/DW7/3zRAM+MuPfxYPf+NhSeuiCGms0RQQ0PEWSs69+AV0/Mob5/AbcxU1TNXPmAriYYQVKVSh6kP8GqVnPVBrH9kIL0Qp0Sq1d+QufrmmhfZERvm12z8N1EqiFdDAp9VnKv9g0EeaJNjf35d7PIwpa1GmJGhjeNEEVlbPQVxk2CjH2nMGNAPhg7NfowvKTBtWaDxS/U7SRKrPaF+KW3tCTSkE0Jr4hp+5fR1UM1z7pdPQYAcpO1gBRaQ6VD98iaGlHzUShtcztwYCTQuX65uwkd9cqm2SaVa0uY6gRF0F0VqAtteIzhOmEyLYVn2b9mX9yFb7DhevH8vdZggOai1/IEEpz3IciAMMhwP00hRlUWpp2vZpYPb55XuIIoY0TRGxCHlRYDKZoOQcfQXW1GUtLZNEz4zPiDD/Ia+6QUfk/jEA6U88ioFU1lAUBVjEECcx1tc3MJlOpYp7NsPnPvc5TYP7/T5uvPEGPPH4ExiPJ1gZrCCKY1y4cF5a3HOj/uecuz7AfY7J0YCYrRU9rZmkeYhMGdr6JAA3ryY0F5ZDiZ71QA00D5Xcn1YuQy1pVZcVxhACzAQuj+gFWi24ezXyagRIaXo4QlGWOlpNxKSau6C9Ho8b1f2jFmhFqNVvjBgtwFa3CZglkyEvGqAOj4H/ZwZCleVCk5I0SaRjmDhCIWwHMM2TMiwZNIB0I/C33HnGkdrvACwp+1DQ61UcIN5tkmXHIuHr7lXzy4cXo7qulNUfdQp+mSHYtudHXHhDyvz89jcXpR2A9n83ThfRmiNYBizcDzuTPq+t8YOkaMXMdGCkqC4hBPIih5gIDAcD9Ps9rfI2fg+sLTlFPyQORWCJ9AVRFCWyWQZecvR6PcRx5DxHFEXY2NzAaDjCeDLBwf4ByrJwns4+uqkNYi21OyDPbcdR5KjaC2IUygK33XYreMlx10fvwtfvvVefjomjGLyUBm69lOMnfuIn8IpXvgK//u9/HZ+7+2+RlzkYA4pCtsOFMdg188eMqf3NNk7U0bUYIOwbENp3RqnB+9qSnKg9y7M3McgzzbHj5MQo8fTEVnvTtqtQf/EYkOZ6MTAAURyh3+8jSWJks5kG5LwoMMsy5JY/XQfoqV7609dJclUAp9oy+1FmYZTeArF5X2PAFlt/ytqc1El0LrQo9b65gJD700kCxiLZZsn1fno4iRoQ96VwYT5qQbrKv5sxglYzflska8jn6dai3Rc1391MgTtNDVYqFe71SlkR7IjwylWkVGGXte/ZDKY9oBbwBP5gzXeaG3Qt9BuBJirAFsoCum//MmsS3rqrjJa13v1Pp29C+LUH+iVpVZ7nmEyn2ggsSRItVOjhDSxJspdJkkS5Ec0xmU6QZbljCCaEQFmU6A/6WBmNlPqcWdpGpoG37v2QhXjJS0RRjOFwgOFQxtGO4xjnzj2NP/qj/4zpZCr3srOpZmLyPMeTTz6FbJbjtuffijf9wzfhhufcgJ/+X34ap0+eRRKnyktbIk/kaBHMpdtaWrb+6Bptg7LKNaOFoLq7MVKHS896oG4mekwDVMUgDC43CFQlT6qf1EI6OpXFsSZJgn6/h6zIMctmyIsCWZ5rgPaB2W7bBW5aJFAEBN7Ed0GaIle5IyAXkAvQxHzIukvOURaFVsfnZamcGpDaS54V1U4eBFdnRWuRNQC6huGwfzeDmjUG3t9cKPiMJzWvmuk1dKZWPX+HB61R4dbX4rFKlT7UsWBWORG66v0OgLT57m7N+PPDtv3w33+ob/a6RGD9aMCm3BVQrarFHSbA60yguHO9aXnocfBGz+C1Ddjw2hWa9gha+2WJLJthMpkgSRIF1rG3rSesZyIWA5ASa4Q0juUxpFIeA8uyzKjQOcfu7i4e/eajOHf+vARyrkoz+wRLpAUd/0QJ0ayylDQzTXsYDIcYjoa45XnPw/ETx/H1r9+L/+1Df4pXv+ZV2No8Ar3LyCDrLAX+0dvehpW1VXAh8Nzn3Ywf+bEfw7A/wqA/wKDfRxLHmr6RWYMjlPnaxNA1axuQNI30nI6pxDXE6+tC9V2XiIO0I2UBtEAM5ycEKgCtk5rofoxnppiAfq8HFjFMJhNMpzPtySe8aF1uz2sGAHnIgbPq6R5EiKQaAzA6KmJU27RoKJiHx/mC2qFFqBagYmwEV9I0eUvzH8cq610MUe92MGi+/W2aqINzrGIRzi6AOnuu+SqUE7q1jFbM2sWt7+Zr6KKA2XOX37X6u/KdVIyhT4DmcHXuuE9Y+yTePBTujea66pv0cnd4KWqOB4dejRu9GpIe7fcgLZahCQCNH61n1xCWYcbVsavREMPhEJwLFKIwEfQAawyY3jsGABYxJEgAyP1eCdRS3Uz0Uh4BM4a1hKIE0oVi9p3hd7QGxtMjYwz9Xl8d/7qKtdU1nDi1ig/+5z/CXR+/CxevXEQUK4kdALjA6dOn8cpXvdJMOcbwj972ffjSl76Iz3/+c1g7vorzF85rIzgmuDEqA7SEXLsW6L6ef7blvqGl4S295abrGqijiCm1d1TZWyPwtTlFRsFhKyhKlob2mWe5950kCbJZhomKduMGqfA32gLcNGVgZkdQSyBWfx1KohYti1yO0JBVoZwQeOCswR5wV5esVHPLipMUVkxuWyKon7emnz4xFH4++9u3PRh3SRZxrNmpdfLWUnQ/px+1ap7+VMGb1dx2Ydkze9K479+hZ6kHaeMsivLZn5BtVs5Xtz1XzdXAZHLnYQfg7tzucsQrjc1wIzzZI63H0luvggGz2QwAlGp5gPF44qrb6d/AQzIm4x9ACLlvnRuwjmPpOjlmUsvW7w/QH/S121BKFHc7vIlrqcE5x2A4xFZ/iFe+8lV4zk3PxUMPPIiXvezl+Iu/+DAEOJKkjzRNlde0HG9+y1uwvrkOwWh2CgxXhnjHj7wD93z1q0jTFGdOn8ajjz6KyXRKHJCZ52p9OcKXZWhmTkjIyFwGsGXfTZAOGvFrR6qe9arvusQgjSKSmBzY2yIDJOhyF3i1WoRyarWTvzcm96bTNIUQAhN17lDvQ6tWzF4Wqn+wX7q86Ku7zZ95KGfvOTLaAkCpqUup1s6LQjlBKC1jtmZgJIvvKJZcLefyvCaXgXHRCNKW7s+QCIsx8K6BhvJZAdJe6sqBd+bUw/mWqomz35PwPumncDO7rKT9/m2G0GYQ1adw57ujoqX8gT/njrdWfHW3XbfRW4dqPcSABVKXd0LjaMDUHh9r3duhbC17FC4oDj3X7kYnkyl6vR6Gw4EVYct01dAhe7tN9jeOI6k6h/TjPcsyFRVL0rMoirCxsY5Tp05ha3MLSZzoZ2DK5abdnj19hJCezvI8x3gs/YP3+wMIIfCqV78SSRphNBpidXUFZ86cxvr6GtIkRRwluOXmmx16TOmFL3oBXvOa12B3Zxe8LLG+vq736fURXL3fXK/6tkMXVzWqTAtvIZulZafrWqKO7f0LKxH4koGUnGh26Es3r94jVmAURUyeM45j5EWu1UYVuhuQpOFdaiIUpI6hCUfxqbXkT8/CrX0sC9hdaaKmA1ZfGVNjptQ9ZcllkBA6UtYE0qFafZDu8MyByk0HW0te28XUNX1b9EKKIF0v1+YLydAQqDo20e4+zXfjMtPOQ5NAvU//tfoCdksfWyZ5uJ76hbrQy2MdyoVsZNxCclCdcSUA9xUqtrTMGLgSFhhjGA4HEFxgMp0Yj152faak04s4ioAk0bYrQgj0IKlPURTY2dlFlpkgHAAZ38aIYo5IRNqFqD6TTLRTqdbLssD+/h7+4i8+jJe89KWIIuChBx+AtEtT2gMhT7j0+8ZS3O2t9KR24w034Itf6mGWZUiSGL1eqnyhG894NvDq8ffmm3tfSta0JUE+NYDymkrTwDMgUb/3ve8FYwzvfve79TUhBH75l38ZZ86cwXA4xJve9Cbce++9TrnZbIaf+ZmfwbFjx7CysoIf/MEfxBNPPLFwPzzGWaqmFVDbSG24Ve6qvW2DAqdON7QkoCR15Rt3NsusBeH92V/9P7SDtDzPZ3s2i/WeiVQPlXKfqCz03jjnnpRhSRu+HGH/Ig1EnMRgEdPnp0te1glYZpAq931K2xWkm+Qdf7kG/hxpoduy6goI80hfjUzNHO12LVenaF8uYTGzQFiXhP2pJUNYYOJK1GSUaLZiLI2TL1G2/Nnzuipto7oGbAJReTZ/obqX3eRaCxsrpJCxkh3H3hUImEZ49VeH+DVdojlPATbG4wmKosTa+hoGg2FVsqaRovGnP3UvilSEwUgamWWzGfI8U9LwAba3t3FwcIBCnYtiSrNHQgsFMLLnixCSjuRZhmyWoSwKbG9fxn33fR1PPvmEtDqfzZBnGS6cP4+D/X0IXiKOI6yujqxRNe92PJ7g3q/fq59PcOn2s3oE1Vd9K0lbvxdLqvaka3sr0FWdB6bPEtI1Beq7774bv/Vbv4WXvvSlzvVf/dVfxa/92q/hfe97H+6++26cOnUKb33rW7G3t6fzvPvd78aHPvQhfPCDH8RnPvMZ7O/v4wd+4Aec/Y+uqQKSApCGUeSNDHLfTJj82srZW1iGswMAC9TVApb7OgmSOJYqZuUqNLiILAJS7bTuqpMY5BlsW71Njlq4mvQE0NLvrw3OTtV+Uw7ghvqk2wOTe9Ol7ZLQK6GJrV+fD8p1IN0EyjXJprUtxen91WWqjke3PiwL/Jattr5WqX633eym6k7YYAsCSljXUQPSBni7gnQQtCuTI9TrhWaeOyIWANNapT+m3E+StBkrC2kCsjiSa4wYbx2hj2ILWIGA7Gv0p8vb7TB5jIhzjoODAzDGsLW1iZWVlaAaXM92i6ER6tliLeAoi/Askx4V8wKlojlEE+RRL2mnQ+EyNfCp9y9UkI9C0co8z8EFx8ULF/DEE09gfDDGZDrRludS8i6R5xk+9YlPoiwKNQOZZmnOPX0OTz31tKaV9Fhapa3V3HDAmrbSSTtJfaW96CrQk2rfksznmivd0zVTfe/v7+Od73wnfvu3fxu/8iu/oq8LIfAbv/Eb+KVf+iX80A/9EADgd3/3d3Hy5El84AMfwLve9S7s7Ozgd37nd/D7v//7eMtb3gIA+IM/+APceOON+NjHPobv+77vO3T/bLehgFHjEQdK0apsbspwtQAgtLGZdC9K+SOkaQIBGJV3a2/qcjDrG3MmBU0UIaClfyG4Vr9rMingzZ7qXlFbT2jyJrEkKhDCikUbKGG1H77X8DuM2uFOdcxamypjY9fGvN/LTgKHd0NWLR6qLqienrdh1vgz1Kh+RxUbMaX21u4XGax4waTadb3tScIeaP0Z2vGwm2DOFbdyY3AZa58EeiYJYcDCAgGoT63hg8WcyEq1fUiSJJZNiKu+BaDpAJ1oMfvIKjKgyjcarWA4GODCxYvY29uzfC3YDyyq36E0hgAKIeNXZ8g8kIvQH/Rx5MgRHOzvYzweW/XK5ypLxf4KISNeodRjJSBparG3DwGhnaJwzmVEsjTFoNfHf/+bv8Hr3/iduP2O2zVYc8HxtXu+htlsAgGKgy3UGEga7kZrM2vQ1mQQIx9FsKzbvfcoaKtRBrE25ZafrhlQ//RP/zTe/va34y1veYsD1I888gjOnTuH7/3e79XX+v0+vvu7vxuf/exn8a53vQtf+MIXkOe5k+fMmTO444478NnPfjYI1LPZTFs4AsDu7m5t3/Req6W20IYbNheuVFeRVmO55FsIAkeuX2aSxIjjBIXiDkV1hXdOzG6f1EaqDm21zc1kJEmlknxk1A8R3pdxCzFDSFTgEiGENkRzCIpWZ9Ykv3/O7zlRtwLw86cgTvv9abhyGPrf3PbyS3ctUZ/HgvpgJtZwU7WuwJk5nwakGQG7NSHda1Z9GtA7PNRhJ0pFPawuh7ICGPR72NrakqEnYYL+MCbXLSCNTYUQak3FyLIMvV6KKI7lXqo6XxwxhizPMZvNEMcR0iTVe8ThdVuiKMyapP1iKYBIpJnOZphOZxiNhlgZjTCdTmWQoIC20mie3BRFDGkSIy9lG1mWqaFiSNIUa2vr6Pf7yLMMeZabcbS0KTKSlxQ0HOkWAJQ1OQQwGA5x9swZnD9/HmVZ6kBAAhz/+5/+77jxOTdgdX0VAHCwt48vfeGL2DqyiYuXLippnwIgyaNkRmNjPRsjpspsWTiGuuDgPAJTvsaZMJHRzDGtLlzjYumaAPUHP/hBfPGLX8Tdd99duXfu3DkAwMmTJ53rJ0+exKOPPqrz9Hpysvt5qLyf3vve9+Lf/Jt/E+4QYwafmJR6SX1j9oEMQHMuX6Jv+eckBYx2ZJhEWXoDAjPtBMBa1tbEcPHbAkz1RYKzq3YRMJaepe3UpEmCZU4LcBuvgmMQjJjlwQ2oqL07JQ+U3WL0DN8mqU3BEeIpFhCOBeY7WlUvE7dJywtI06wqg5vSjLJ0rc1iFGzQdkFau2m0gswIa646S7B1vtT0irXmCHReVMDa6YijpRJKNSvBiXNjlV3y0gTJ8NT6VRebhm7QGhTUlzo1AmOwaYkFe84+LAHRdDrD1tYGVlZWIPb3kXMOTk10WI0sYkhZoiP95XkutxSLAle3tzEZH2ghIooipEliNJfqWcuyBATAIYxxIZORtdI0QZqm6Pd6GI/HahuPI46VZTs4Hnr4AfzFh+/ED/3wP0FZlvj4XR/HxcsXsLW1icl0jPPjMcpSGntpByz0xwzdYfSf0lrSGHMn7jQHoOqwNJuOOl+/m+VSs6UD9eOPP45/+S//Je68804MBoPafBUjBiGqYOilpjy/+Iu/iH/9r/+1/r27u4sbb7xRtqX/gXphTFsvO4vMUpMAcAwIHIWXvciUJyBecsQ9uR+T57k66G9eFmt7cZb6hfalTNuGGbD9gtsgWcvlC8CPKxxK9b0j5y2R9sRjez8z2Rqk6RaQvlbqok7JprPBfvgMWijjcmXregCuSVU+r71kALsXfooGwFbTj/6RhJGiwKnvjADZiVOtSlv9Cqq+a/sjwjmtOkRNVcHaG8HarT/Lcly5fEWqRGsyhea8sNaQ+y6ZO+UqkdpURiUp0uPTCLiWy4Z2TaYTxLsR1tfXIITAHucQJK1X+ua1RgIAA5IkRqkk6zzPEEUM+/vAbJbK4D1xLPfKKZQw4HhRtK0ZiNLSPv+gP0Cv38Puzj7StA/GhPQrLuTeNufAXR+7Czfd/Bw88cQT+PjHP4YoloA7GAyscWRVoCbJGmQFDiUUKVfKNROEGCut8aTz1EpjcC3k6qUD9Re+8AVcuHABr3rVq/S1sizxqU99Cu973/tw//33A5BS8+nTp3WeCxcuaCn71KlTyLIM29vbjlR94cIFvOENbwi22+/30e/3O/WRXNwZ0LdeHAWfsFTOYKyyRs1+tjymBEBJ03KhCsG9/OFETAQZnUgjEWPHWCpGoBS2W1AbL4RTma0i1N9UPsGcq50T7XfJiS5DypVlaZ0zr5XnPZB2F3xYGu8yxVsYus45zRAy/5pfuqGiw8B0Y621FVdvdJeu62pszhe+22V0mf7qxtdQzCNpg7R0rTJYeUWlHXfOV776YBzsrgE0f6yrrFOHG5YjFwig4CWYCmXrjG4jU2jVSMyPv3dfAW27c/JC6Db5poaW4uVaPBiPEccxVldXwDl3QllWJWuL3Vae47SxbRyjANdqcFvaFMrgNU0S3Rct4JAWgfu9ZhrIIxYjm+b40R//YYBxfOhD/01G7hNAlk8xmU7xu7/7H3Hs+DGUvMBsOkUcR0btD+j+GJU2bVuax9IGgIoGh55bPrut/uaORG1AerlwvXSr7ze/+c2455578OUvf1n/vfrVr8Y73/lOfPnLX8Ytt9yCU6dO4a677tJlsizDJz/5SQ3Cr3rVq5CmqZPn6aefxte+9rVaoO6emLaItKVzo4aShhq+tZ/epCZOVYO0nGwUKi7LcxReJJlwL0wbSUyWkdJaE5Dq5SxXlpBkvW0tMPWPW6leWAbMnVxUzvlD/Z9KtgaCOFnqj2k3kAJ70uarI2Nbi8ftXrhvgU46gzD/ApmPPbDR4TCiKOrLspqfPsfY2LYRdVn4crhOv1pWd8NNFgsZuC6/Ce+i/ZskHKF/0xQ1ko/5JfS8oYzVae1NHHu+w/5q3av0OfwkTbcFqD8GEPSzWZJc6L9qG8L71m1uE2hAka0kSTHoD6QL0Nj4juBcYH//AJPJFGurqxgMBq5v7Nr3LdT/CpaYiUJIYJ3nuQxNKQTOnDmFF734hRiNhhgMBhitjDAcDKQ1uH3EyZoQQgiMRiMAwPFjJ3Bk8yhe99rXYXNjE2VRYjqdYDweg/MCRZnhiScew5XtK7h6dQfnz1/Azu4uilIdFWPErBgrfMcC3wpbTP4oIuXcybaqN9ETFfBHTOaJo4Dzk+Wx8EuXqNfW1nDHHXc411ZWVnD06FF9/d3vfjfe85734NZbb8Wtt96K97znPRiNRvjxH/9xAMDGxgZ+4id+Aj/3cz+Ho0eP4siRI/j5n/95vOQlL9FW4HMn4poiqCNNkb5BIK0lVgal9nZV3wxKKrUciFBAikRL05m1Nx0m4lSnOXYh65d9KI1bTk6L23qALs/JnC/244cUOTUVKc49cjUQ8vy0iXFbC4u+tGyDdg1g1z1O3Q1m5wjqOOdbKFQixAvrpUcCzTKY5TaAbCpqffNBtRZku7bg9asjTjtJAFW/5Oq3maLC0QIZCVc4do70o5YftAobAZN597z5YjUg7HtUgNXMoFoVeGi9CaWlZno/FKDi4ZEMz9rA1SYADQ06hFbVMkJgtfbKssTu3h6SJMHm5haKPMcsU76xvSdyW7JsLJiciUkcoVRq7SyTBnAroxGee/PN6Pd7OPf0eTAmpetYqaIPaI+etHOCQ/AIST/B6dOnce/X/g7v+p//z3jzW78HUcTw4hffgc9+9jOYqaNa5MmsLGWEvzzPsbe3p46nkp8Hs41I4xfxCJxxMz/0frMJVCTpsvvcnAvNkDAwfSSuZCU4E06M6mVB9bfEM9kv/MIvYDKZ4Kd+6qewvb2N173udbjzzjuxtram8/z6r/86kiTBO97xDkwmE7z5zW/G+9//fsRxvHjDaqJGen9aJsPpqgAckTHm0kY1DDDO8BWwl2TtzZAmqYyIVZYwk9p9VaQm0hKqAmhOAO2585yHh3YmhC+2MJ+AdKnPwBad+WTMnJ8u6dhZnVDr3BLB76E99sqzNCTh/XD42EOukKY65L35GnDBv7qV4jZXA5RdMDbww6m3AuRdDm4dnty44Mys3+qfIGBbK8B6luBcIWA2F6x7Mqdrt+dyDRWYFah/x01gHTQOdNlkWbyedW4l8S2RWfy5K4QMq0uWz/ajkcaiKApsX72KE8ePYX1jA9vb29paGiBcD7GwBrAZE0DEkLBICxvT6RS7e3t46MGHwZg8nRNH0glKpGh5yd0TJKS1O3vmDK5e3cFkPMaF8xcwPjjA2sYaXvmqV+Izf/1pTGczQAhNP+M4VgFEpDfIkpeOsVdooGjfWj6jJ3EDQGSLIrKOKOJGlS5kGRMqGfLYIWCOIC4hMdHZbPd/rLS7u4uNjQ2sra87LymJE6yurGAw6COOJMGg0HBysijHHt4BfQByHaqjWIUK/5bnOZIkwcpoRR/TchLtXTDmqE5or8S2oLYN2Q77UsLTI0REmuqQTMVoNMT62qpU7WcZ9g/GystRoaVqJwVU3j44015eVcpWk3zB+W1Abf4KmPvPoVOtXNoE0la/q6DLKnntPBVi5INwCJQr4+QyEb705zh26PTdK+9W7F3z+oGGFBxD//n9rAFGxcvUNl6d7nmNuM/nj00ll6q++q7dck2tV9e5XMuRFFIUCAkB12cEGIbDIY4ePYL9/T3s7OyYNa5pk6hti6R1cu1Jxq9pkmJ9fR3ra2voD/ro93pIUmkBnuUZtrev4tKly5jNZpJ+CuDYsaN45Stfibvv/jwiRHj72/8x3vQ934O9vV38zd/+NT70Jx/CdDKFgDR07ff7iKMIJSeglo5TIsu+Ro+J0qCSwAULqCPyoBZZGkTOlSAlcaIocrnFqfydU6Sw8XgsHU3xUu+5c85x9eoOdnZ2sL6+XvvO2tJ15+vbAUoAZn9LKE7TnFnWE0/x8TRN9QRXoBzHsYotTSExAU3wlFEaeRIjgHYCYpCKG1hAfA6nsOpWBOq3K7PA0lp8NHEBaEf/PKT2rkjSDb2yMzm8ogJywdroUUOqiEidinhfFk5NQNDcdB1INwNduIFFQLqxd514Hzns1r/mH+s+tNrb5IYnKrtnJtyeIDjBtcWzuSCzMqt1EZKsnUyB5wk/af1Jiop8To9UXW4sXKa9fTe15RGQ0QChnIaQYVeeFxCliWswmU5wdWcHG+vryLIMBwcHCjyV1kM0tKQVCtIYN4kjlJCq9f2DA+2hTPSANO0hTRP0yh4YGGazmXY9GkcRbrrpJpw/fx6zWYbXvPo1eN3rX4u1tVXcdddH8ecf/jB4SaoQaYgmj3kp+xleQoBrAUFLzPZalCRdfpAwpU7bxFGMKCY/4kzXwZgqYBmm0V+aJlqiJ+ZFGgEenp4A1xlQy/0EsqqWSQgVzlIZk/jev+zzhwDX3BhXwSgI+CVom2VF+0EaoMlIrCxdv9uwj2o0obT1wkPo6GQNL/hw8jlkdU0RLu3CkDG1IEz8aVvDH1Ziy9/Vx5tDX9CkIazJ3nVp2NLfslIFpFurbwPyepD2JcWGjlSrDz53l/52SI2AZIO1+oex6mv2QLtyye+opcKW960aHY10CKxNBR2ws9JeMEtAPS55FvO8DnNyiHHvVlTZ4qj4zyKxF68ZWbL8TtMUm5ubKAppRc0ZU1jdtnaF9UjKO5oQKIsCe3v76Pf6WF1fx3e88Y3YuXoVjz/2GNK0B8YYJpMpJuMJTpw4CQHg3LnzAIAsn+HhbzwMFktHJ8997nNx/wP3q5gDioHgXDEFki7bL4aM99zjuNLmSK8lbUgWawMyAODgOuY3Y2beuUANxOQ22sYMcajX6qTrIMylxZcz6REoYpG+ZSxHIemUHvxIc0ZMrSgBym+cFhhzfy8kJvnijhO5L6QcAmS5NHgwVtxaTu/wHKG/UFZh/uYBxUCtEWPKSpRptX/JjRVrM0jP3bxTcP7ed29ycWk9VJOleWH2X1vJsNbAB2CbvFRBulq+CmPVjgS75nf5MEyMv4Xj7bCJSl6Tv/L+AtM9ODtaXnyVhexwQTRU27ZrGLgv9D/eSm7tnJ1aJ1Zdh6Q2r8gxmUwwnUyRF7k24qJGOefY3dlBWXJsbGwiSVMjtDBrQrKatoj8AI5GLi8ybF/dxsrKCtbXN3Dq1CkMBgOsrKzi1OkzOHv2LIajEW648QbsXN3BdDrFyRMn8PrXvR6f+KtP4K4778Lb3/Z2vPOd78Spkye1kAQo4clyGgOi4WSJLeTAsMhoTPVWpNovj+PECXDkbFV6r4WpZ5NtS61qkqYVv+DLSteJRC1RmCYNBbEg6ZhAh4FZ1t4KcJ1qyNqbzv2ZiW1U5qRCMfsiUs1dGICrMaJaRqpMDZsyUI45RE690BhDYR1HcwlxN3n9UM+6BMmDUmgPr2vJ6jf/R8f2a8pqGA4KvCGQbpOuQ9J2uMMtQnlzChlYVaRHN09FetUiiCfZPLRyBAABAABJREFUOnWaztHcc549KJr7NTkidrAJ1jEvLIOhesnavetYS/tZ2967l2FexkpQn7k7UKaL8umLotR+LNZW17C7K/erOWkkGvQb9vgJKNedDBCCYTqd4oH7H8CNN9yI6WQCzgX6/QH6gz5OTWeIWITdnV1sb28jjmO8/e1vAxhDnue4cvEyjmwdwdFjR/HmN78Ff/iHf4gsz6BV3NwcGdXnmm3QZNDHsJynt7YnzZEt84yCy3PTKGmsGOCBsYzxIIG6bLRfWCxdBxK1TAwUH9Xy761ZP8n+Gb/eRqVBU07DsmNYYamDFXgZDlK+6KIokBe5VnfbzgQcRnZJiN0uc4uOgrkkgBRFBoxpy3Tt5rCLEqBTClKn5nrFYsO2uCRtCJrWoNVJFLU1MEPSAmVDIN2l+pAEHv7dtcbDpdA76SRZ6wvyzTa+XxH6Og8DPN/M6ZK7S1+di526YE8G+83SXCIpd9H3Gu6EgECW5djf38fa2hpWVlaVLwXlAMr5z+0qMWXCInLSMlpqGS9fvoxPfuKTOH/+PHjJkSQJ1tfWMVoZYX1zAwfjMaI4xtmzZ/D444/h/PlzeMHtt+H13/EduPeee7G6uop/+D3/EM973i1a8CKJmridStQy1WeiZyQ5yzCcCZIklX9Kqo5ik0dqYQkPhBZg6BQPPTMdObNPFC1LqL5ugBowoKMZR2GcJAAe96UWgR5oJz8VkBOaC+tIlVo0pSCQLsyeLuC0V0khAG3665iqxQKV1NRJ+zYAGZIZb2SmYLjR+i6GJNOO6CesD+v7kvicSj9sYsRaulZfo0POAgBtE92abEHJucXyuNJUvWToq+nmITCNYx/SHnUCa/oSOFXQpWHh/WjkHtpSF47UrKwuVXRtml6DAYSqIVPXaVm31VKXBAQmkwmyLMPm5ib6yhlK1KgCZ14dhuaRU5ReL8XFixdx8eJFTCYTRCxCfzDAmTNncf7ceR1Q6cKFC/jkJz+Nc0+dwz//5/8cr/+O1+MLd38Be1d3ccPZG3HbrS9Q8Qco0IZsX27XxZYa244lbWJkJ0rdnSQxkjRBmibG8VRMIUZjy5g2yFnrJJ3JBOJeLyFdZ0BteRoDNOgKm0siowEtdUN9Cn3mkIwkErX/DCHVI/oMYCnjq2opWhEKURGhF0Fk67q9Fz0HkNeDtkvQGKNgHCq0pR04oNOId8vVtp27EBAHKgypDvUdi/jY28zdJGc/owvylSxOybCEzeyLNfvSIRC2rzG/QOVb2zPV/aLko0+dRHsYsJY/audAyzxvTv487irl1jXUUriFWai+LmY+YUA6Ytbeqtqqc6Xc8Iy055gjEYfmpZJmOOe4sr0NFjFsbmxIwy9LQq3Od+/xNEctxzqKZMjKtN/DE088ictXrkhj3rKUITOzDAxANpvh4GCM/f0DrK2tI+31MVwZgguOOz9yF8b7Y1y8eMmJN8BgvCjGKiSvOWplwDpWniBjDcoJ0iSVlujqWC45MaGY3/Yzh5glIWQktMQG6ubZMFe6Tvaomd5DJutr28kJhCdN29wioNW8tKxjxYEJLjDLZjqcJZ2j9oNmmMm6aOpSNpBHANbK7FRKaxvUyo4i6RyGc46ysNT3okrmDpWY1XagX063Fqu+AaTnrTcs9s4LgDVCiCsLVyoNddZ/hpoH6ihNLz3VvriWN+rcbs4bvOtfDGXqOqkEmsOHH2ZyeilsCmi4RzpGJH13C+XFUAoEgjpardStv4bRC6WiKHDl8hWcPHkCsyzD7s4OCiHAAe2Fq749ASGYEYoEEMcRhoMURV7g4YcexvHjx3HkyBF89Z57VNzpEjtXd1CWJW56znPwhje8AYILDEZ9vPZ1r8b/+tv/Kz7z3z+N+x64j54YpF0itbbr/4K0nXKuJ7GMymXiVMswpHEcgwItafrNpAcz7XJaM/MuSHMhJC4kiY5PvTS9N64HoKYXBOZI06ix1HbPTqvyMJbhDAxxIrkt6fikkGcRQdI0l8Zq1HybZSgMKPk05bCJ2TUJ5t+o6YvxDyU1B5IglEWhHRiYqDO1lbT2n8E3SKn2vdMYBAhk8PHqFs1cIB1uaJHy9WVamIBQm4FnqKu/ivHVnJ36BhwenATQ5mXLB+u2KHBtFbVjdRsiNyWz4joXtyRcYo7pU9MqCxS0b2ql1mWMISpLtT5LeYKUOF6vIzazahtUdunrdDrFzo50IpVlGSbjMVCW4EBFOxJKpFWko7BxxDAcDRHNInzxi1/E3u4e7r/vPtz03JuwtydV30e2juCHf/iHMRwNpWAE4JWveRVe89Uv48/+/M+0+2byZ2HvPUfWXjEBKSDtlOIkxnAopfOiKBExhiRNEMeJcnBS6tCkAMAjbh3bdUGaJGfBufS4liQ6nzjs+rDS9aP6ZrD8typlDHFagAbpkGGG0SwLDfpGmaNqs6zH7UABTclX53XQWs+V3LqsXy1qcvoZRZIpYZDnE0vbvWnNH41Va1pwAlNTXYGJGI7K1Vb1FKv+0YdhrFsew6/DK1OpoGqYY75W5yVd8yWjKvaGJCivvUq/m9Ncc7SpOkvbVFun8H9Uc9Y1EVJtd1F3Vy91eOLDLFwNznCMWv1gEEwFlqAnjhhTe62xUtHS+2feHDJzxZaoNXjX/GkVuBDY29tDluVYX19Hr9c3Uqs14apvxxBcfbRVeYIEA0YrI0RxjM9//vM4cfIkjh07qnxpxwAYru7s4NiJ4yDD3DiJ8Y/e9v1YXVuV9XFDb8mQ11Zt018SG1V2HMVIeylWV1YxHA4wGAww6A/Q7/ekWj5JtYStx9za47YNyeh9kfStJWo9+MtB6me/RA24qm3iem2QpoWh/zPljDrJLGguOJjiuCoSs4UiTet2iUrjOVNQ2R0U62lSCwCcl9JBC6+Xpud/JlYtFbhU11YtyFSkCC9HrUqqpsZ5xaO57pgcPkgz616NoN0BpLu2X5+5S1n9Pg4pRXTRki9DUGnWitdI30tVb9vfFSvGlFUyi7TgoA23KBej+WskPgkaESLGIVgECA4V7Nt0WU8ha47U2D7UPWTJS+zs7ODIkSNYXV2VcaHzHJy07Y6NQoAJVOpvcsEc5TkYY+j3eugP+uC8xNWrO2BM+t9+/etfj1uedzPW19dRFiUE5F72Aw/cj8lkKkmFkMGUtPLBlqrVuNmATtbcEDJYVK/XAxdC7y0XRQEWMZRFCQAqzKYBZoo7bSTrCGCqbuuIljk1tBxKf10ANU1zh/uz1beh/WlKJCnq3NIrGRicw/W+aNzkac+pu/Vmh4pastjN+DgYWkx0kaJmASrQuzCGcX69za2GUy0m06LrKp1Xi6rvVTEyDNIWwToMojUVb6y3DqQD/be/eRR2Tv7jsFlrkplALngHrlfKyR4sEQ/nSk67wUPNbar3tme0U/j9MWb8TbNIOl2qWwNCQEdwIneVmoYpGkSl3X1p5jYfAmy/t0y2l2WZPLK1uqoCX+xDQPm2tumgbt99ZNlvGUQjy+GECX7qqadx/vwFxCzC5uYmXvLSO3Dy5CmcO3cOW1ubOH/+PHZ3dvGB//SHyPMC5FMcsE7jCPmslaO4sRS2IqWeTtMUvV4fW1tHMZtNwSLplCrLMkTTCBnLICANg+kMttweZWDcaOMIWwQEkkTG9b50+TINwdLSdQHUepCZ5WGGXiygJzezJzLl0xK1/CWtDFVAcrUJEbFI7mPohd2B1FTUeZ0yNmQJtBe45NdmS8c2CWIwHoUoeIgOA9qtV+2JgVjx+vtNjVWez+1/V5Cul5jb4SJEiLqnMIMQ7Lv9rXK7kcTW3K22sbQUAjkPrKv3Wi/VLysXYd1MIcAI1VNzrVPZZSVS3HEupTYFwpJ+ubuUUtOqLEqYASjGGKCMzJx9KGbNhBbARsMjCiGPbA0HA2xsSH/gMz6DYJCGud7zhCuSdJRzjlz1c2V1FSsrqzj/9DmcOHUcP/iD/xh5nuPJp57E/t4+Tp46hfvv+zt8+lOfxoWLFwAGZT/DtCMS7YyKmBNldxRpwi5pWq/Xw6A/RFlwnD19FnlRSGm6LLG7u4O9vR3sH+yrPewCtsV4+E8OdZ7n2Nzc9Gyhml9513R9ADXgcJsafPUtGtgAEdQSNWl2XLCS5v4RwBlpqFqTqy2vf5NN77heIrFyhCpo6J+WFwRkHOrYALXQlqVUbaNcXtPnqgFZA0ybmu05b5QgDQVCdSwPpFlrlu6U3M9Z/9snsl6eYJMNYDwHTh8Gm+owdNlq5aAAPE/fltON5tRYsVoZggJkEMOmHHRE8gGdwD8sQqTzyVoiRBAw69Thg+sAOrQOvAv2L16W2Nvbx8mTJ7C+vo4rV65AQIBz2ViVvhlm0d565Fz65SZHKpxzHDlyBEmS4OTJk8jzHJcuXQIAXLhwHvfeey8efexRTaeiKEISJzpugqR5xlZI9532+BlDkqbo9wcYDIboJ32MRqu4/YUvxGhlhCzL8eijj+LBB++DEAJFniOLMsUoKWmaebZM1tbEeDzGTTfd5OxjLytdJ0BNnmrkhJQObCyuiwbV5joBYxxmpr1XK5OAhhhgFjcZohiOujgMTfMwXwFY7pajI/ozQB/2zwvj/tRBy9q2Gur3JejQtfbutefUuBZCJLPf19ZKOyg3Z+herEH9rT6qddUYjtG3Ds8XTIugHpYAck1S9zXtCRF550Pf8qNtdbE8b7rfWFoIvd9rLL1lByjkIgB1nUPQXixjMv6xEOAkVXAOYoWdZ7IAm1UvNrKotFKlCvwAm5ubmEwmOBiPlRBPwYm8xwIsydYANQDtr5uB4cTJkxBC4L/81/+G7/3etwIALl68iG88/DAefvghKUFzPVSI4wiJSJQbZwpNqfakI+NeNmKRdLaSpkjjBMeOHMM/+ac/hL3dPdx8y80YDPtgjOHM2dPI8wxZNsN4fFBxlmI+rZjU6rmm0xnWVteWDtLAdWT17UjNtoMQbShQs4AcjJbl5YuKlMm+7aaOOKlAHaiHoioLMH8SDX+BB2mpCZAefLyJLw7f0w5yansFNVmZ99mYqwHEmPVX357JRcuy8hcq62dSF316yawMvtmEk7HuKZuR4tBkxAayYJrjWOKykmj4dc0bb0u10676MmwjV7JiJstiocHYyIzagCpRwSWU7wNNi5g/v4iOQX2abT+9AmpUvDKDtN7e29uFEAKbm5voeQEp6oeBqWc0anmSUGPlEeyFL7wdjDF85CMfwXg8xuVLl/Dwww+pM88MXHDlylgyIkmcoNfrod/rIU5igJkwxFobCKG2Dxg4Fxj0R7jpuc/Bc2+5GWkvVUZmEdY3VnH77bfjyJGjSBLzTJElletx84hDlmXWg/49UM+dGFNRoMiwwFJfS4KqBtwZWwFbnqZ63PNzgYlcWXX2xzIgef5UD96BjCrR5ASUIxelcjt07+sYokMnen+WRFl5p8wAqF821KdGgK5gbQ0I11zT/amCtPMMdX2oA+/afldyLZBCb3/OGSG6wGmT3qmhXMP8FIFvbW3Ulqot1IlFdH74zCU9uQRjabTKLEtw47eayhnf1YkKtWiMqKwWSeq2mL8qWLug3ZaKosCVK9tYW1vDaGUFSZx4Fs9wbIHoCR1nIgTsZA1elHjyySfxyle9AuPxGHfffTcefPABxahwFHmBPM9NmGDBwZiMXjUYDDAcDBApq3FO23Xa0rxAURbKeVOBsuToD/qILV/ejAHr62tIkx7SNJXrsxIRy0jRtoDHOcfBwYH03lbP4S+UrhPVN0y4M8AFHGfAKXlnhSEnFURV1agNF9RRiJCp8lzq7sMiIfPqqJkrTcpBBign+nFVohZWBQ31z9/Rusq6DIgH/SGGqfaye6HLnjWrXqqtryn5fW4H6SYgtgnwNUp1k6ZFVV4p5uX3Vc1ATTtO5pqMlcpYWKXdrUjdA3gX2hikQN5KduuXUGICV8ZMcCU6ap20XhQzXpIqbjn4EIF26AJJyAE1bR1Q+3RNCBwcHGBvbw+bGxuYzWY6/G/pbWdpSRqwhCRrzxdAWZSYTMaYTaeYzmY4dvw4vvqVLyNNEvR6KfI8x3Q2Ay9L5f7T+PiOhDyiNRwOwbk8c03tRFEEXpbIVdAO3utje2cb33zkmzh741mkvVhjgODQ2oskTowleWS8kxlGiXmDxTDLMqyMRtjb31OXlrMgrxOJWk4IOWiC2Dx5T8s0hgMiBrDWc1ZAQlqEwxf2l2UJ234dwXrrWQdf7cYY096EluYy1KcLhwL7hsLWAqrbq276GWzNe/cMZg61aQoYAlPHYRLrQNptsPrUbUCxSGqXTd3LgTnVQf19mFQ3izu32k1MDuYIyuVzP24TYyq0JJjnuYwbzeXZ3jiKlCOPWGu9SgXqRZ6jKAstSYZbZdVvQWnam2mB5cYFx/bVq4jiGGtra0iTRLsddvdwibYabSYYHAGq5CWm0ymKIsc3H3kE9993HyImQ2Pu7x/g4GCMLMt0DIU4lk5RpBcxIb2MRdLrGIUyXllZQZImJv5CUaAsC0xnY3z0o3+Be75yD6aTqVSjq+c7ODjAeHyAvMilil1vB8J5Hl/zEMUR9vf30eunDqosI10XErXkSKsTpbr3YiehOVtdS4V5D6BiHWLb3xagXyH5oYPg3FCB8C67NUSMqYXg7fd07rHLUbfmoeZbG2gHQz8XCxZzCVBTrXpsKrheLdV5YTpVNrduf+2Y83CpQ0XzKlTapOoOJZaSZK3Vuuuu14rjAhUjM/nR8pKA1vfotK5U4EIIcMaV+ltJ2CySx7hK40pTWzzXyRjMn8ssfN/vMKCJl/YRIcVj5FmGnatXsbW1hdl0qvaPpb9rAYCxSNNf20mUbcQrhHRmkguhDdLiOALr9VAUBaaqXi6EkpA5er0ekoRjMp6oyH4FZtkMg8EAySwBhDQ2mx5MUBSFPMGinK1MZ1Nc2b6Mxx5/DJtbW1hbX8OJk8ewt3uARx75JrJshjzL5LNQ4A9mGZQFXmQcxbh85YrUREZzvOQO6foAasvAwd8zIfWPn2oNnAPJ5+yD3PZcqUHirS0RBsYKmNRpDO0z5YCOw0oEQLsODev1ayZlPVirbSmdR+esFOk42/1smh75C6ZOag1XGAL50CKtpKbXXtOfar/aQJoFvzalTtqLJowUQJtltnvX/JoLepvU1a2q6OYszr1QRgW2rU8p2OJuwTsnRQuEsjbnAoIzCdpaujO5O0xp9bUup2szYTBf6MXANE8itIJy/+AAw9EI6+vrUgXOzehFyiiVwv0KYeIJwFbxq+fhvNQ+s7M8Axdchgu2LN4lMJc4deoUHn/8cZSl3N8+2D+A4BxJHKMoClzd2UGRF2CA3j4QQqAoc0ynEzz55BPY2NjE/v4Bjp84gf39fTz26CPY2b2KLMsUYyFV5gQVjuMseg51bTbL0Ov3HDevy0jPeqC2Db4AGI4TlkQNn1kWlW9BRjv03boW0kLXE/A6oO+awqVcGZi5BEpeMp/qWqRUa1EUSbW3p0azNWr1BM/O0R2sqciimgcJaO0LpAtgLQzSdrmGZ1imUd21BYt6cGsF30bQN1J1K28wR19ry7WAdYM8rX+QNKl7rdc5adzmBHAvX3iLxuqP3mKQh8SYsAybAAgWnlWOoSvzP83Pypyna15QHwEBZjE0vCyxc/Uqjh8/jrW1NRTFVYCpI55JjCIvtGZAHkFjYDCBjITIQXSgyOVRKgBqz3qmpHShQZpHUpLe2NjAzs4Orl7dgRACeZFjPAb6/Z4yTpMAn8TSd3faSxGxCEVRIMtnuLJ9GQ8+dD/KkuObj34DnJeYTSfYP9jDLJsq2mct4wDhoHFjTBrYSQvzqgb2MOlZD9RQHJCZvtaoOxuOhmDILC7SukBu/tXqIP96KAVvHRag50sO4SEOmTGl6pZHzOIoktajLELJSy1NO8Zk+mkNb1yf6lHLBWuTRxOMei1eQzv0izkPy8LZgnX4BMt5ysMswJYqui9uk/HaGZDNC5F1+Ruk6ibQF6L6IrxybRJ306nnRmCuq8Nql1I7qzF/agZs6oSwxqAms8e42qpvZt1nzL5o5SNa6DOsBNLCMNhZlmNvbw9bW1uYTmeYTCZIkgRgFCvAUnurUaVQw5wzDaxFUUgwh2QACgXSAMzxNC5UFK8JNje3MD4YoygLxHGM4WiINEkwHo9RlqUcoARIlevQKGIoy1IyAEWJKIowHA6xv7+PQtkCzGYzZFluJGp3SIPvizH5VOR21BYQD5ue/UANwmO1nGycRlV1ZANwjaBsPtUkFm4x67MbCDcC0YJSZd1FGgrGmA4+r6PvqGMNFKNVWkGqYxB2jFanWkkmupEpFnwgxmCNoQfq4SKV8l1abhsX71L4ggW0nV5Nbd8CN5o7ceh0LQDFSU04DVHzolr60wTIh+qWN2/nUQ0EmFV2yD62poaKm6aYbV9htIsR7NlLIM10MRauA1YxJpRCREWOgjw+dXAwxnA0wpEjR3D+/HlASZmlsrh2E70DeaqkLEtMpzMURa7pU4jm0NlozjkuXbqEszecRa/fA58KrK6uYWNjHUVR4ODgQAXVcH1dAJIpyPIMJS+xvX0Fk8kAs0wCd1lKo7xM7VHbrpMr1EK4j1VV7S8nPeuBmhTbhkipP8uIzCHiwuSqTZb6SVcb+nTKhH9UsnYE5ipHX5fUlFHgbMLAybB4kdpLkfs2BcqilD6+lRZC+uQtdZB1w4DYy9cnUb5ka/e5BqzVP0FD1Y6o6ErMlnQQlE5YA3ibG03YaXerFp+ae9qQrinZP3zzrcZgi1fduURHqdr5Gchc259lKRQOkfzq5Jytzl1LFtEXmPOdDNASvOjFd+CBB+5DkWdKrtUVW1X661teE2aDGswCa0pFWeDq9lUcPXYU/X4fk8kEZVFogyxHircYHyEE8jxXEi13QLoC1JDW5iXn2Nvbk1bukP1YWV1BkqYYT6QBGQB5Dl1FASzLAgTUgAwKUpSl3AsvS0UDCxS5PHMtGQxLIPPeiIcEWrUP/30cMj3rgRoKoEKCmnseDm6GAFwbKRqak7LdjNow5oBxgGIHiXgNZW/DqCp9IHBm2nEJgbOMscqsox8lyrLU8aaZkPs7USzPZdqOBXzPZHa7oTkZJDIAROWOy93b+9ZO4Tm0C039Aqr7R637xTW3m0rVdbl7fKjlUX4W+LbcelWaAzxbrzv3yQ1mXcYAy+Shc3fpOZQ8VKQ5WsOfOuMdYPAqt0K8ZLUm79M46WAk+dZwlsSol2WJl7z0ZXj00W9KydXPXQFsvw9K5FFhNAms7fsCUGpneRRKgqKw9tKN8ABA7VOXej+Zkm3Jbp5DPqwE3RKzbIbZdCbPkQsuz2KPx9jb3dVATe6jBefIsxyABHpAbvdF5ACFlxKg1bEs8rmun9tbzIaRUEAuADgCjTt2h0nPeqBmsL3fWMtZn4WrnoezBe8A7Kp/ZQZ6OXXSdCu2zJu/KTGz3xzF0mE9gTPtn/CSI8sKrY4ix/jG6pvi4MoIPPbRrIaGuyG1cC9XJ7OV4VADUd+3Oina84aMSraAhFZTVaWOrnkXSvNU+owI6IugoCT6tQDfVO0zrXiw0NKH0CrTj5orDTlqAdvNap8MsP1Qy2Rtxzn1SWHik3/1cUwm42rrzHuCen7amtcuM5D2UoxGQ8ymM2X9bSy17U+7Us6FBHV1TpyA2Gy3yXz6RIo6Oy6EwHQ6xe7uLpJEnl2+enUbjDHMZjPdXqTon7S3sSzPWQQhYsSxYWKyLEOe51IwMSMMFlWDOekRVfRfC2224S2Wk571QK3ZTZ2UtaRWH4VXvy07CnNZLQCjkgnL0cKuKlh3fbawDFaXNKOhjMDiJFYWjlaIyrLUKh5eGuDl2rMLASRDBGn1zSJpucpJlRPoVlVqdRdt22OQdOMCtvBytE91otVtNLuOkFZr6n67HSdIxqj2pD09kwg0Z9MdulYdmxZAbpLGG2ptvF/3swvAEyg2yJcmj3XfZwwD+Z1aWWBuulnDfLBF2hiD8lomgjZ4Up4QiKMITz39pD7XXPscoWfQEjD9IOZe0qG018Pa2hqyLMN4MnaMwKqGVZbfci5pEwSUQAFjHR4QEKIoQpqm2vjs/Pnz2NjYQBRFCmQJiKUvCNsfhK1Ot0OHRnEELtS+tZLE9VthDJIyKkC2+k70ywZpgw008odPz3qgZoCWmIVzERqsfU60BnIhYF4MoCYsYV2g7fmvdXupNOlJco6jWJ97Js2BVAspY4iSW0cjbMYjjL7kUAHCmtydelYvsTYV8AF7boHaJ7oGD9x+tYorVBl9CyhaWwl8Bw6lU5pDyvpWJAFIdXRojEQNp6YKumecrApRfXGBoqF3UnU+4qGU1tYYtomOg9vA69ftG1Y5XyqPUZ1xfqoCIQuUan/bwv1Heudi3AFTDxdlTiY0jdDPXn1o66t/U+jtKUM3GXr9HjY3N5HnOQ7291HmhaYvNkD7a1tK09zsYTNmgaBHd4SRqtM0QZIkmCrL7cl4IgNyqD7HyngsSRIXqFUEMiFkeE3OjSaiUHvTMhKXGQgWMURapiFkhnUSRuGGdU2rxJckUj/rgbpKwemqZz7vzSAfpu3zi8bAQTh1tqWK8Zl3t6n/xFAw5deXOEUt/Qqp1ibpmdTalcneIWnHAFAB3p0Z5xOuJUGIHn/1xXofXYBbEg6bQLtytv1v91SzLxoYimuZmpq5Zl2Yd6jmqqbpbbQ3XJdj/i5bJZj3llkYpOvrr8kQElHrLs893soUTAAcAsxhm1iAXxLOMvY9SLjLuc4awFpfasx6vR42t7bAybgrL6hnoCAWDhXStFTRU7XetQGZksRJ5W2aZtriGwLo9/qIoxiT6RRFWeg6IqVNpNMsxFnQnrc5ky2lZLo2m81QkmGaYCDPLoxHIPaONJEVkU7hgSNR63yHT89+oCYO07kUOuNGaiMzmSuSp7f34EvfdvLnWKPo3dBx6ieptWMVxo44z5KXKC2DsDpLyXZMNdoFOs4AUOQsM92+7SQ7P9nSFX0P4fdcVZpCFSGQLQm3WbCFZ3eqE647FKxI8otoOiyJUs79Lj1ZqMOySAWd66ys66uvF34V86PBuetED+Vrd8VDdGk4HGBr6wjyPMfuzg7yTFqSR4xp5ytEC0M0ianWIhaBJQxcGXFR33wtG4Pcjiu5Of/MhdBHqUhLSv7Qk5isvUsIQIMyPYO8JyNykScyOYC0hcCAyAQ5IZsdW42uGQ8LJgQn8brDK+iQnv1ALao/28fOFa2FddV5ORZnGGjKqa+9TZezJf+4JDlr/7HWnjNJzoJCUFa5A/eJLAm1rnkG29Ue1Bnq0Pnpmu+HSLbkbL7PJ1ovLo+1JXrX9QDhMoMmAz1HbavXGKS71upLlIvUMXfbFrPTqY1OGcOgrD88tTwx7uTwRzrgMBo0ytPaEqsbww5P1rCeWquZ4+X4ErZjQKb+cfiVmvXGGMPKygqOHz+OyWSCqztXMZvNIDiX9EsF9CGaSeBLe8fGLCZCHMs402naw2w2Q1GUCC52UjFzDl7K+nq9HoQQ2mJccA6hJHOofkRKoubKVzidrY6jCIIL5Fkuz1ArAJdyNhmPAbEWfrg0SOOlFfTEnifCSO5/v0d9jZIPRML70mWzoSaLX5WfNH+trDfj2FVt00QvlOTMHXA+xEQIUAByNCB985aNUXiaCOLC/VnKvA5Tc301dLtLu50kFSXZVHLVlPOJe7DNa586wFDgVnPn2hkm+to2CIdMWmJmiJMEDDJSk+b/mLTLGPQHSHup8UoluFSBLtIg3EdyDMzmqTKU95CMXVWyN1+7StJra6s4evQoxuMJtre3kc0yqZKGsZuRkfc4ypL2fF2wpvqiKEavl+JFL3oR7vnqPcizHIyXYZKrgFBqD2UEreFwiJnyUib9Psh96LgswXo9JHEMBkgGgAzJYmkNXhQF8iI3Z65teyWu9uMhAFUnCUhGqpZ5NU776u+53kx9evYDdZOYMEeypWnnBVTehHU0okPnyGIy8vadwQBecmMQRtwiVb0sKwW/R1qyMGet9dM2Aqkc20Y7ou69AGCMVhZKAhCM5F8Dkg5YL1AnSX/US7dS+4LkyuHn9S60EdwmAO0yzvMIdXWNhvve0nMhav1Oz9N2fZpHM2JAoZemMqLSdCYlIyHvM8aQ9lP0+311preEKGv2GGtArVtvquDolw1/X6ZneEr+GJoHo3VDYaVJExHHMTY21rGxuYndnV3s7e1JdbeSmOM4QpKk0lBLcKCQ61DQXrWiD7bEy4RAWXDc9JybwAuOz919t97b1mtJ9UEwktBLxQAwpGmCldFIWnyrkJesLFEqI7I4SaRtT16ouiRdSHspGGPY299ToGy2Q7XmlJEGm6s2SytIURWMbWMyPcRLSNdFPOpqmnP06ji7zkXVpGPmj6k95zTtoT8YYDAYIE1TgAF5nmMymWIyncr4q0qtQ5PjWoE0GFl8y2VKcagrOt2lUYxqRY3g00HtvUCx2jL+32KVMdQNmrkSrvTwDM/S6EQwdene/O13AKSFmTeBIs+Ra4tk4/hGCIHpZIqD/QPt47m5l/W/ll2qqY5rnUgTwSKGJElw7PgxHD16DFe3t7G7u4s8z7VjkCiW9Czt9WSsbBYZeqeA1/5kFiOX5zn+8uN/hRe/6MXYWN9EyJsgSaukvpZ+vIX2772+toZeLwVAW3bS6Ew6e0oUMEdaAD554gRWV1dMzGnFwQthaJ85QiY1A/4eteqY20vP2GwZ6ToFalYdxsBBfOd77Zg3c042mSajsDRJ0O/1MOj30ev3EDGmYq7OMJlMMbPBmYeNw5aSjHiue0vSvbSwlOol3okpEYFv37r07dCH2rQMWnvN6XVbA91HuMLsNDZ1WHVhVR1glJnKZWSea+Mg3aYQmM0yjMdj6U6y1clPTXuHzn3YHE19nlcHYEA1TVOcPHkCGxsbuHjxIvb391HSvjCk8Vaapkh7qXKwFFX5e2YA2hZapJTNcOXKFdx779fxspe9TLo3RgTjaFTQFrCSms0+dRwnGPQH2NjYwMrKqtEGkpqbyWNa/X4fvV4PDEAvTTEcjnB1+6o8jkWjJ1T8bzIGkxc18DtnsRGgy2ZKLVWeuu6AuoLHxPEhIPcIm8hYZ+O8++orVejtTSnpOU7QS1P0+wP0+33ESYKSc0ynU4wnE0xnM+RF7k4E0Ujelp5oMUVRJCVqpUYyhhKoUNzD4cVyn80myN+axLy/egVEK4mszVCVNNp6M39qKbW4esErwfSDsnCGw6XAYwh4TnwMLVaSk0WEW+u0FNPeHkPtnnRgL4IF66mr37q3ZGatShqZdi6ysbGJ1dVVXLxwAQcHBygKY50tzyunMoZ0FFd5JUuqJh8NEaN4AtB1DIdD3HvvvThyZAu33HKLtpUxGkmAmCpya6ydmiRSql5ZGTlPVCgDMUl/exiNRhgMhzhx4gQuXriA/YMDqdpX/ROANp4lvxlcCyw2bYYv6elvLngvZ0I/+/eonUR7Mi67Q/svekdE3wvqvJsFbFVjFBnpNLbO8/GyxCwzPnBtS+0mq+3653Ge4tDJdkVYOX4QaE1g6fRC7WGZ/an5koBtnKQUnEvsnalVp0D1wRZZ3b0mghxOXWShw13t1s4iSY/eM6DF9f1KU+tGh1TpVXhSV1734Tpfg8ft5QL9WKQnQd7BvsKgzyKnvR7yPMeTTz6F2WzqgjSL1ImUCLzkiCK5/2vv/WstHQCtWuYcsgqzN5z2Uggu8LWvfQ0vueMOPPboo8hyknBhPCmCwNDULQTX+8dJIp2hpGmKsiyRpiniOAFjDIPBQAPyle1tZFkGxoAkSZGmCWazDCVKzaZpJ1HcMHYkQDn0sG5CL4nxvO4kaqA6Se29kkpqGOgQnBOHlypVS7/f19aFk8lE7zvToXuauM+E9KwlrICoJcfB8koG4xC/vleH7e/iMl/nVOliM8DOVZVTa41WxmurCaSbk5Eq5h6xazTEbcxq17R49/wedGU5Ft+mmR+kWfhbkLnrPhc0YAck9MUSTVDZCwLgJJV7vtPJBJPJBEVeaNoVRRHSnlR3A8D+/j5m06kxFGPwhJVIqrQtoy1NZ5SkHCcxLl2+hN3dXTz/+c+XXhej2AlTySKrTgXKjEUysFDJMRgOsbG5iV6vhyLPrbalCjxJE+zv72Nvd1ceJ2MR0jTBcDjSPr1V14wqXLg6liC5voak7DqTqJWUVie2BM2Mrb0RLUm7IjVJ5HIixIp7A8qSy3OBdiQWr/7D7T0fcmbYi5xJQhGpc4eO9eIcPMR8PVquPK6YbFWjXXegHZ/QXUseqQm5W/NRapi3y0zPQBPtKeDQpJplPh5naWne97bMNhdn87o2Q+rpJE6QJgmEkOeMi7KwDKmktfxgMMBgMFSgm0nPXkWhVeF2TGkAco9XyFCShQp9KaXgElGU6IdJkgQPPfwQXvbSl+L8hfPY3d1FyUswLqN1AUJLzJElsTMoFfpggCSOsXN1B1mW4/Llyzhx4oTuf55luLq9LQN3kMpbkItRS3KG2YKs0mlhwYmrl6HP5fklu66AOrTxb1Y70yDtcttGyaHfnqcCVtyd8inLlGFYXhSW1OyqtXX5hUB6MRmASjYubLVQ5by7NucB504MwDxqcPWQNNydsa1rE/NSxjkE+C5VX3scDUmAh6pm4bQIGxcs0/2iTEsc5HYV9zPBGdkSfJjRkPoaaexK/rE555KOFTLqFJFAzgVmsxlGoxGSVEJIDz2kaYrJZIJ0MsHKSqRBEIA+25xnOaazGYo81/flka5EeidT1/IsxyPffAR33PFifP7uzyMvGEqUiJRbzziOJRORy/jRVBeLGAQHirLUATrIMLcspVbz4qVL2N/fBwUyIm1iURaWfUINSDvjKByQBgBcg6NZwHWk+q7HRAJPYzwg81sitCNRmzxRFCFJU/R6PUSRUW9PZzPJMZLxma8n6XzESgT+5k1tZZhepEalZnGYNf2srbWNE7D/GFGIGl38MomYy13Vd69jYs73doLvwt8iUtmCquQW1ejhhmKx0q3qY4+prZv5lWuNU91mmJeYAlps37Cse1qcCV/kPdO6N57Z5JZdHEUy5KM6yiZjN8vnovC5vCyxfWUbRV4AkJGz1jfWASFDTxbq6BQAfbwpz3PMZjPlUCZT0jdDr9dDEifS8yLU/rXgeOrJpxBHEU6dOoUkobgGpAKHdvtJrkMjFQchm81wdXtb06+yKDGdTDGbTnHlyhWMDw4AYbkDVcZpRV4oS3GjTSQLc3n2Wgkyik6SJlVH4RKWs+ElT7TrSKIG/IXgEAAjMBspGBaA65ySa4ujCJE6UJ8XhXFhp+urSqHtau5rJbca6UEAru9rK+mJyCS3qCdsiFTaDrUXBVQzpNYX4XzzP+eqO9C/TnhY01C9QNSgWtdfD8N0sCAgdClW6cwzkViH99XWpcCQzj3TWgs0Z6gA8CK9mCPr4ivJLVVXT4WB0/wy02eNGWNSNZ0Xyj0xnL3miEWI0ghZNsPu7h4uX76M4ydOIE1TbG0dwc7VHQjOpdtOxgDBNUhnBNBKco2iCL1eD2mSyqyAPhpFIPrwww/j9he+AJcuX0Ke55KuMinVU+xortqjfWzOufLbLWfg3t4eGAOm0yn29/eRpj0ICEwmU+1IKlfRB4VwT90Q0xBFEUBW6DSQTEYw1DOjswA2f7qugNoeQ820k8TLmANI7ssyBZM41gBdlKVzlpD2NWpab+vdQs/UPTWTATrwT3s+xLDU27jNQ1aeQaBgFbbE++b/CNfBxOHfSOenbtVCXJuRPuxbqWdc2urvBiwVoseqrlnbXqVm8gTA6jjUQyTm/Vpm7fOYJHTKSgos67+IqShTSQxAIC8UTRN0Btky3FJAGMcxNjY3sX8wxtXtq/LI06CPXn+AU6dP4eDgAL1eT0Xwk+Ejp5MJptMp8kKCbZJIL3Cp2ssmtaXQ++Cy7d29PTzyyDe1D3AuOBgYOOPIowiF2hOP4ghRybThGG17RVGMLJvhypUrKPIcSZpiOBwCDJhMlGFvHIPFERKRqKNZ3IC0AmqAQR7ccZ21UAQux7+3Q2iWk64LoPY5HTOpCYWYVnPr85Sk9lDlaB+aQQK0PKJQOlJynZK4mcm61gDd0GxIqiaJ2lL/UH6ahAsRo7ZCdN/ejz60WE11trUfqFiBdbCPFQm968PV36rmqL3RrZUWKt8Gss0F6wGpQ9ylYDtdXivTDHWdIqMbEJOU2Ll7DXk7XZs/S3N5LdGZa51ZEEeKJgCOIbiQgodlV0MgnSTSB0SapipWM0Ov38fG+jouXbqEixcvYmNzA4PhEFtbW0jTFNPpTPrHLkuMx2McHBxoRzLSEEz+RRFJoyY2tTz6ZcwJH3/8CUymKgSlFbeaMSb7o+qw+xvFUrKms9jEPAwGA/T6Pe2zm7Yoi7yQDABJ1NxVewtG6m838qLcEzfn7+03ordKl5CuC6A228qG4oe4clJ4255nmIpgFbEIJecoikKHk6x9Da3GV88AONtNdKQMkkM0apxGxw8IjWRDxXMl+TboX6nroM/2ss67VS9X8wGV7uiTtvr9t/XbL9/Wn7bLbfV1xk/9YwGQ7tzSty7JbRsPrOG9U4FrHuOjLi066q3564rOpSAwsrQ+epUYulaWkq7pVe2AdA/9fk8ed1JaRAZg68gWrl7dxmQywbmnn8Yto5E2RAMEyqLA/v4+9vf2kOU5yrKQ56WTRJ2MibSRLbkElYyCcd+a57mMN02aS9ovhzHazbIcSZzAGKfF2hiO81LvY5OqnYFhfDDWYS2Z2pMnwJcCmuUqFAKMS29nLGKOVA3GwAWUsZ2vssXSSP2zH6it82/m9JWAcGa4yqHU3EaKVtGrICdMoQOaW4DhH7eq70j16zNFTRoWtBKQNEiT1bd8TmNEUQ9wfmWLJc0oLSo1B7rgSk5hCs4q39VirekE60JAA5J3l/4uJbVUODfoL1jHtSmskg3WjeLx8tIiLcw/1i0iuvpa3dBx53ZIw0/rm5yYxEmiLJ3tiHyGThrjshRJmmiHJUmSAALgvESSJFhdXcXVqzu4cvkK8ixHTwF6EifY29vD7u6O9rjY6/X0nnQcR47GzgFGdb0oC8ymUuXtWl+brbkizzGZTDAYDPR9uVctgZUM12zr7Ol0ir39Pa09EIpJIKtxUsHLkJaSMeBMSdmM6KRxDEXHusyws2Xhs07PeqB29lpbMhpAl24/ARkOjzzx2EZmoXbqKhZ1mWzh7VsizPg6NMMp6hjU15Cp8KvsAtbBo+4V9Weodvs+C+ew2rUBWc+LCtEMtFF3PdDfZQHifBJ+XSUdmIoOVTcKeUuY5PrtOmBt41RTDxZofy6Jtf43C/7oJvr7q7R5kAMstaJnsfbzEAOCVN1cgxHlpX3oJE5MJD1Iz2ARmFYrc15iNBphPB4jz3Nc2b6CNEmxuir9be/t70lLai6QJDFOnz6NosiRZbmUpmHFqbZdtwp5LCybZVo4AmB5NwPoGFTJOfb39pEkCQaDgR4CXkqDsizLEMUx+oM+0jSRp3KmU2RZrgUuHeCDAbGQghkvuY5fLT2tcRX2NALAlMqeWcyFHcRlyeI0rgOgBowULVOYaxW0l8xM5KhSTWSbm9P/mq3bUItWu9372LhmbfA6hBatcs36lAaNcgIK6G37YCV0jGse6XGerupHZUYyJreigaOL4UpMjub+VcVqTwMekqKbNQqLgTBzv81BxLs0GrxtNdTtDbbnCk/TeeZHu1qFAFpWO5cOeDmpBWOXobmYO3nDIFeyBJU4lpI0efCqRIACoM8ikwMRBUb6mBLjQGS2xcqyRBzHWF9fx+7uHorJBHmeY/9gHwxMH3dK4hjrG+tS1VxyGVULAHn9ApS1t6KrRVE6IM2Y9JTG1LEsXnItDWdZhsl0Cn7lCjbW19Hv9zGejHEwHmM6nQIAhsOhlrin06kOHayNhSOmgZrGseQlShV9i55Z7nlLwzJ7i9A+vmXP2mUagD/7gVpJymS9zEDcNyGTO7PJgKAo/UgpToX0rdoYDveCaotqSQ9LoktVoDGGEqrJDscNQhjXrfWW+4x1OM6GyoART+aovDvIWpU+sWaoaAPaRW4fLm9zgUODdFfOwRrkCmDPOW8rcC28m35jc6sg/AJdKpnzAbzvTTYd87xyrfTWc52uMPW/FWtAWWsLpbI2roGF1SN77zWy2lG+ueU/ANTZZE7W4Vz5z44wnU31eWRav2maYG11VfvdJktyAJA+VLg24CXnJLNshlwZeUkSbazOhRDgpdo3htynnk2n4MowLE0S7O8fKCm/wGDQV8fOpLFaXhTI1d40BWeRBmoMrDTxHuR2gNDTTBuY6f7LnMZTm0WgHcFwOenZD9SAHjjbMaH2tQEztnIim7ijvn9XAq1GKfqw3bwWqYb+2MsUgBkMdNwu6NTMYTgKejMhdYKweaZqX9SC8gSG2v40KR10nepqGPRaAK9V2rak6Y5DNjcuLZpY7VMfpspgItsR28TP0D1vG4kxMCEgmG1weMjUEfCvhfze1nRXNoLB+HpgyurZFjqqDI9FDzWjTm6EadTNUVXOOcpCnrNmijFIU2l0JsFaRbVKYqysrCBRIF2S5KmPNzEtRWuQns2Q54VSJcunkap49RyFBFjGpB8LAanCp2eccBWJMM/1w0nBq0RZlMizzLh0VuMhj2JycBoEYTt7Yrp/dMabxep9aManOqCuFvfw6VkP1GaS0W87MfMhAIq97Dhh1/O6I0hfM7Q1LS0uVduFbACka+7RgxpXJ7U1XqtEam/G5mceqsl93kUFpLnuN4I0a7i3eF/mqaCxrmcEpKtj4DNV2iOgza8JhC2859jp6JC9+9PPOUxzr53Q8tXfjeRBwEZSdFkxdpL5te8O0ixWOEQ14AqwGaShbVEUKAoVPjJJICNXcYxWRsiLHGXJkcQRRsMhkjhGWZTaVzhAamym5xWp0bMsQ16YfGTUFllGWyWXoJwkKlgHi3T5UjlWKfICsdpfB2DU5Hmu6xfW8wlIjQETHKIUui3ZCRiJWm+BypEkIzR7f5rpGv9eol44kZpIxzmSLCTUFFTBwQNnh6F/+jUu0osOeewVWL23bHBklV9arA7uvZhkU8ru8kxnSZC1at4PlQRQ66Wtpkc1lxuenDkf7fXNK83NqSVoK+Pnmw+k59GnmC0W0nzQ2iTDJ8aYcu9Yal/RdIrDkaEbLb+r6FZRF+ss3frf9VqXe+3J1RSoJ4Dpt81wR/rolfSF7R4xIppnIJLpuatXPal1A9wP2e0UeQEB4Th/Mm40gfF4jDSVx7ToOBfZ+jDGgAiIEJnjUEKppC2QthMXAqIs9RnqNDURswhsSwWaRV4giiOsro7AWIQ8zyAER1Fw/V131KEtQmsCfGlYGpMJ18CWSfU/L11recLxZdOt6wKoNd9kM43eRNRqHqXyNfuj3UZ8udJ0uwzbii/16FqTnTztmDEiVe/hHuuwbIV8kJBUPX/IaslYNJ+z9ZmkOnCmj/ZnWyZIV/MvV9p16168XJX5C9XJtORHNyPLMjliEbiQvgvyPIfIC5Ss1BKOH7VoHqYrnLW9gmUPeacua37Ynr8KwC1emTGo0I/SqrtiMEYD5GOxz+QEQFpwpUJWR62cQEQwLkjjOEbaSzGbTuXZafvEjD57rIBaDab0x12AW6F/6Tq5+BSQXhOTNEGv19OW61oVryJyAfIIGecCYKU+q03+L+TjKmpH9EMYjY1gQv/WJ2C0VsGyV+JCP5s7cEScRAXwD5OuC6B2NRH1nLc5HqAUIxUDgZY2Dpdh/rQ0nV0gv37msET9TKi8AWiArvZgHpQm7rkRoQP11/epLU8jYHmXFpJZWxCjqzTdPH3me8ONe+uBexFj0ktVIuMZl+SyseRSrRkzREhARJvcO3IirEBlInael7YyqHOaU3PRmmO+VaRZdB+sPWkaAp4kbffD+rM1Qcz7TW1aVs3kLlnHdU4MfKSJ9FzGGAMvS7nXnOXS85cCvYhJf9lGAo30nNHuNwENcPZpG8YYojRBEss/DaAotSMqIYT2V24H6wBoPEr9qNSwBlMLrP3nd7cChWaCirK0ApYwbUC3fMX3dQLUeuBoXWhi5a1wC6ydkb6G6tfF0mFgMmB0Y0mH0loUzjN/ax7fSLbUHR+aG32V+a82fKvzHZ2jDaQdgG4H8sVSB6mv9mJrzxbsW0shb8qa/cdIn4+VoQkzuceZZxgMhkiUD+pIBcGJeAkhSomyvuY60NhhmUm37oZ151/2md5uDSycj6Rpad3MjfdESzFE+KT3pkNdZkQFFN0kyVwZYEkjsQRpLwVj0td2lmUQQr6jPMuQ5bkGvpLcgbIILBLy/LuAOQLmSff2XjC1DUDlNZGzYPWtLOUxsFid/ybDNIr8RX65odXanpcEIQLDa7ZmCA50nwRHURY6uIis2iY4y6eY1wVQ08ugZE9YdVeDuda8dKhzOXkWTYezcpWaKI/SOUyMbOPbIjEo8UdKE7b621ZNqQu6iE6diOFyQLrT+whK29c4zcHbXat+VaQ1GPUsACW1yfCKRS7nZb/fl0AuoCMk2edWQatgXt33gmneVTfXtFu460wHpqB9ZNelJW1raVbctMXsZe8ez4QQyhCNpHMgjWP00hRJkup3V5Ycs9kUe7t7OkiGrJd8UhCtoTbp6Bhz1rEPnhQYxE/amxlJtWR8FskY2NrKm5dKqjZeJq1alDrbkuCt8bQDuAgSFoR0BFWWpWQCuCtNWzVbQLKc+XhN4lE/+eST+Gf/7J/h6NGjGI1GePnLX44vfOEL+r4QAr/8y7+MM2fOYDgc4k1vehPuvfdep47ZbIaf+ZmfwbFjx7CysoIf/MEfxBNPPLFQf4RC4KpSwlKf2dfnHdtvEZ4dfgrQRJTJLBpo/P4fI5GYMJ8URTxJJ8I7N0h3kbi7J6P/aeYGam9ZDFhT28uHuVCbWiRy9lG1R0AhlEfAwiXESgLXYBLo7AK6hvmTrx4NXAu32cLJheqtqYluEgDLvWJoyVfb2lBmAW1cpqVA3SdmQJqq19KqcjGqGKMojpGkqTYeo7POg34fcRJjlmXK81cmmQVdPdPvN1IgbcLpuk+qbYQcgqQYORVZi/omzzBD11WWpXKUYo5fUX75m+sjVZ53DAsd6l6mQCko3kONNK0egIS+ZdHQpQP19vY23vjGNyJNU3zkIx/B17/+dfz7f//vsbm5qfP86q/+Kn7t134N73vf+3D33Xfj1KlTeOtb34q9vT2d593vfjc+9KEP4YMf/CA+85nPYH9/Hz/wAz8gPcjMnYT74uGrs4RebUG10ELE9X8MmAsRAx3CrZIzpA+vVT67aouGNivFIDlwY6FP1dDLqYdE5i25uvobuxv4awQ3fd9RS9S2vQhIh3/MU8G1E6fl+5q/eUnMuKPelNJaArK0JaInK7KccgTnwBydt99pbbElUtpDpYZOMEjPY+QMhNxZWubH2m/2bIbpZIIsy7T6mVXG1PjRNkBo0U0FtrTPq0GKMQyHQ/TSVKuey6I0qmbGdCCQJJVBOQBmTtrAVS+b9iK9PSLUCYCilMe9CsVA0BhxTn3mjvaZ1NUULSsvvDyaO2keaoAM6kLStBF6rsWUWbrq+9/9u3+HG2+8Ef/xP/5Hfe25z32u/i6EwG/8xm/gl37pl/BDP/RDAIDf/d3fxcmTJ/GBD3wA73rXu7Czs4Pf+Z3fwe///u/jLW95CwDgD/7gD3DjjTfiYx/7GL7v+75v7n5p72TBe15igd1PybDRRyW515+h1b108ad61lJdti6a2W1rzGuqo6yHTGZ09Td9FsLuTVOy77PAt9Dd9judDMvU7XmGoVpte+nlS8PtSYLwgi0LQ5iFkICTJCl6fXtfkukY6REAEUnCzRmX2yF+hS2aDPpekU6tC8pA+VuSKkut7nEU98OgjLTAHFA16lcFLnkug2OUHHGRy8Ac/T4oAhTT3KYw4R2t88wS7Fx2iIFplXJZlkjiGIPBQGlCCgXAQjMBcRyhl/aQpjIoh+MnO0CcCQTjONZzQQJkASEoYpXskHxe6STFlnTJwEsGWypg4ktb4yiI2tPYGTbQ8StBc9V3varq4Zo3spmN5WDB0iXqP/3TP8WrX/1q/PAP/zBOnDiBV7ziFfjt3/5tff+RRx7BuXPn8L3f+736Wr/fx3d/93fjs5/9LADgC1/4AvI8d/KcOXMGd9xxh87jp9lsht3dXeePEqlSHOhl1a/kdo/pX+bfb/e0rF4S4XX2jAgd/TnXOgfrMzQWtUWwGvVG87MG9AGkUBG+DsCW2MNlQ9dcKbJFnJwTpL2uNdfflmMeaRo2OzRHj+emRUK/B63mlCIe4jhGv9/HYDhEr9/XR34i+osiTbSNwqZpgKvz5bDrZK7HbWysRs3QsRX96BYYGe9jCnQsC+WikNJonuWYzmZKbS1V0dqAzFJ5c9qOYJH2r011KkFZndlOdI/TXqoNzbT6V+83Q0vVBLqcl8bim4BQPZ0E6QRpmsqoW6k8O02qbA3uGhxhAFKNC+2X2/vWvjU58SgOifO0Dfq5vSNvvnbnWhkiLx2ov/GNb+A3f/M3ceutt+KjH/0ofvInfxI/+7M/i9/7vd8DAJw7dw4AcPLkSafcyZMn9b1z586h1+tha2urNo+f3vve92JjY0P/3Xjjjc59rUYT8yzUuRVqz1iqEJ66TTv4+y/VekK0nHmfVM88hMRtfZ5UBUXnk7mf5q49Bodt16/PXHaHugWkm3MECqgGWE37cyUWkDqXm0QHXUa4HCyw5tobIBi0ZNbv95GkqYrkpP4SE9GpmpqeddFx6OYNr3YDaIHBqSsSXr9MSbxc/TVVTHu2JWazqXSzaS1+LozjECEEIsYwWhlhZXVFRZ9KtYpdA1XElKU1dMznwWCgjmrpZsG5jIiV55m2yJZRCQXpvCsaTDpTnyYJ+v0eRqMR0qSqBDayq61hk30DaQO8EJrOCDJzjp9WXMTsM/5C73nreQpL2tYkR1h5lqtXXTpQc87xyle+Eu95z3vwile8Au9617vwL/7Fv8Bv/uZvOvn8heY7MAilpjy/+Iu/iJ2dHf33+OOPe2WVY3kYjq2No7X/o+vCzfRtkcJK3UXrEhVO0m7DBetAB9o6uPAuji01hdiIuvpF5a7fH39K1UFA1X5h2SA9b5n507Wqu11DUlNCyGAJFFbQdm5B3smaK57/iUjgDK/lZa/tFvGqhaDX3iPBUYNhvYMNNxqWzFEWJaYqmAUBEecmNjUDMFpZwWi0gl6vh8FgiOFoKF2GAg5YkTV1qdyKpmmKfq+no2QBgFDOUsbjCfb3DzCdTvVer8/kaLAk7UnE0Ov1ZPhMstx2pAtvEK3Lct/anCnXQos1fvrPG684kl7XpAQvpWlYfr1JA2u/DzOxjFZjGWnpQH369Gm86EUvcq698IUvxGOPPQYAOHXqFABUJOMLFy5oKfvUqVPIsgzb29u1efzU7/exvr7u/JlE0nTY3F/lAMG4Pdbz4cqiILSE5DAhbqonZcLJQATMADV8sdUuVVtdU//czB3HygJoX5qej0yreVBDHfXjMm8BV/CgHiBsQJ+7bwgOd2uq7cm8nagwIvO0N//MN+tN6KM0eVGgLApl9CMjHU2nU4zHY4zHB5hMJsjy3F3HlQ59K3Rg9dos53eFaW36XXe7ikptIK29vUVGxT2bzZR1NhlbkWGfQNqXwJgkCaIo1ipuxliFLlIb3LK0FpASrY1jZSml6pmKE02Se3AtOoICQ7/f12em5RUlLdcMo4AMVUk+xvWar2nL+qEZBH3UjdTlVnFpVGe0XoIk9waMOUxaOlC/8Y1vxP333+9ce+CBB3DTTTcBAG6++WacOnUKd911l76fZRk++clP4g1veAMA4FWvehXSNHXyPP300/ja176m88ybiCAYvDAhzOxcoa9d07eCPFBq6253mk2h5WSJ6hgdIs3N+JjkrCX1L/Nv6Ls1T2ozYAs/VMsoLjgJaniiTuWqF8OI21g9M+Palioj11KkbaS52l8tlK/mLMswyzLMplMZP3g2k39Zpg2iQp04zPqbezZ4BSptOzxpOwC3S9XC/iHbZPacqa+BMYY4ipEkKaIo1upasuzWXt/Uvi9jEdIkRZyYvM4+LTxNI4NmBCgPY9BuYHU5UkGrABqlMuxqFi+kt7E0TTGZTE1/9SOHn1taZ5f1zIBm+F3OnznlCyX1V4W8qtqbJHV7n315pHPpVt//6l/9K7zhDW/Ae97zHrzjHe/A5z73OfzWb/0Wfuu3fguAfMB3v/vdeM973oNbb70Vt956K97znvdgNBrhx3/8xwEAGxsb+Imf+An83M/9HI4ePYojR47g53/+5/GSl7xEW4F3TUbVIZxJBhEZzBA+kZpzeNn8RQ6f5pB0m5KgqmzOXHKLEXGM+vlC+iVTiUAXMm+Xmo+4akNvBhWazvTEfXbvptPLhh6HUa97/zrnPFy52vys/m5zme4gXSm8kGbDJLKwrhBCVN9pHd6xypfaCw0dmS/7PNW5VQtIn/UdG/Zu+7nbtgt1PuX2syxLFGog0zRBv98HA3QISqpTejkzEi1g3pE+7w7jbCiKpBGgVmcrlXNRlEDpHvHSltOK0wgL1cYArZemyPMc0+kEpVI9MwesqZemn+actWdEXDN2jH4rw7yyrB5LA7VnMS5mngqlsCN8WS5ULx2oX/Oa1+BDH/oQfvEXfxH/9t/+W9x88834jd/4Dbzzne/UeX7hF34Bk8kEP/VTP4Xt7W287nWvw5133om1tTWd59d//deRJAne8Y53YDKZ4M1vfjPe//73a65t3iQAVy0xr8TxbZQa6HHHVCUOjK4LoSdt9bRquB5T2xzUTgD1nqTc6zbRJs/GkrtiqKXeDQ3Lpn2p85l++6zxZ8dS1o36CtruLP7kAW6oc3Kgq9KXCuPVWot1Jdid+ZDYz93+22c7XUB27Wt8sJ4/KbjSvRCibikwzQjFUYw0TQEhEEUx1tbWkKpY0a6BVIQkTZUXOCPPEwgxLgGNwWgqGZN705LxKoGeVD1Pp1NdlrosrHIk2YeeT3sgExz7+/vIslxK/YoAhiGYonxxYxkeGJfQ0NtaA/vTVY3TmNpnyKkZz/J8iYmJa1Hrt0Ha3d3VFuDkDSdNexj0+zoEm7QelVZ9pbJKlOoSuU9TGRitfQoMmai9s/TUlYtuqUUfbYnUfksaJziytYEbbziNPM/x1NMXcGV7R4afsykBM+U1Z2lzp3P0Tx+vqbnG6IKwRpe+Ewcr6ka+CiTEhESR8ZKk1fwB4La75+sTarRpTU9bvTLHq6wX+OcFaRb6WCzRXGjKUMHOEJPSlEMEvvlv1cwbM6a+TUO1XWZ9Yd6NcP1eyw4NrzJ/zvtlzKnTqS/YFxcgmHWVKavkNEkAxoxVc7WHuj6tfi450l4Pw+EQYAxFniuf3NKIL+31cOzYMQwGA+UuM0ee59IbFxfGgEwxylzVWSirbjJIk3ZGV6XRmuAg46tI+eSOlaGYoG0Pksa1Rbl8vl6vpz2O0bEdOdb+rJM0oeSqz0pt7XMwjMEJpQrAsQj39/uNQxjFoDF5bIw0jtqhSlFiOpshy2b6eBvnJfZ2drGzs+PZTc2XrhNf30Y94XJJNINpAVR90DrgrN6UI9VR0vV8K/meru1byMOMcEsqI0AGd4+YTUxEgAi4qsuFGIhGydrtMlPjK9R33SMGRxVeeU6vObvZcASlsLTjXzosuzRP+TBIH6IHC4K0P8NaNy+WwVNWquvwcirXGkC6NbXJ03VXPcm5RY09f7vKoQdI2oWhV/a8ttS1Zr860XGetZctSADr93roqUhYcRxBCKnFjCPbSYnQDk3I8McwQ7YnMgMx9s4tGV5FnCTQgA5FqaBn6sy3NlJj5uyzaVNoBl6QlbYHuPoh1aytp1cBSkICCan+fcZPCw2WMXK4qoXSsx6o7akd4pgsnNa/3f0IOnvNPLCWuatHCxoiOs2R5od8Zn12K+mMDeQkpwlu70PpDJRXAIyRsi+k9OtG/jrRcOZ9F94It6m/Q9yFIqCCiaAKfLnYwup/dWyokq0DQNfnCHImc6WgdFrT1iJNhRintgLM/dJcpiPOL5QaJ7+3VnTerivGqoMESnv+tywDM0bKw1dRuCpzJo/EDQYDa4860pbf5K0sV/HBuQ7+YdqJIgbSOEdRhH6/h8kkBi8UGKv2hOAyxrUSiuxHMCBHHsVct9FVkNRimNwb581qb2JaTHGj6g4pmB0f6Myf00L/yfIcjS9iwfSsB2o7mRchHLDVu6x64sv8MkqTJ641vYMlC9Q2iPrXDpd8iDZfyXGC7QGqtgYhnIk7D7lpzB+4Uekts2gcgHDUbDuDJUI64rRhOBYWM2vTMwvSrVV6lq2dkx6W+Uq28hPzDjcLfnUu+nxdc1WhHPWlQvPVvVZlWgGjdXILNIvX5qdRe0lp0uqpWnvcpmstzyD7Y4JUmDlhpOBer+9tB0WIIilJCopQVZYoRCEt8GG0abbva8Yk6A8GM5QHB/oIsmwfEIwrLRmMW07rMaQCjevncet21z8XXEe2MpbhYWIcGp26HWBj3S0ZIskjUD+EVd4TBJeM1dcketa3ZRJmgnLuq3F9qbGB4DtXls85OUnOSc09k7a+LuvCSYOdJVFHcu86sgwmQmUq30O/O7bfJel9SL9TrQNADJpREbqvex4QYx3/arrXoZFKDXoCdMgbzDQvSPuTbo6RsQ1tGrrTWmtgOMNlAlebELtxvoWk0yBpry3v0nxh/VstGaIq1S4EpDwYEaPZzCi8OA2okFQCrRaP4xhmP92bx0yqwOMkUeeI3XpsHwyMAUmSYHVFOk3RvArtlSvJV/rfFt5ICT0U/mkA320nBdzI6ThVw/lsqsWXqLVxm5+TVY1qmfdJ/XW1tdX3fph0fQC1w8lxxw0crP0Ov5Ae9KZ3fo2S2149AFSyVH90a0vNLVo4xptRpLnYa5FsNVdzBpMcoyELwMJSVrjfRlnW2hxVhHnH1S7pVDF3C/WFusPnHHkDC6JL2XlaaV1PgfZr2RS/y8wnrFWw6diL9lSP1+4PEfru5gvge31SD2yOnFaL1YkbPiQCBIDQxzKNYZxwMtlBPOKA1i3EpKW9FKPR0JyzhtDgbO95V480BQivYzdjQFoaARfqbLa3rq2FRS5XaQibBstoCap9kEXUJwmB5PClWtWh0/UB1ADIdJ6cK9gMl7tAhFeqrr5vp1QnWTZJecRZu1do8USMIYojI1HXtzhvDzumuhFWsgSBNewnq2NiasQrzfiK0F24LTT1pvnvcCnIRQb76t50qFP3tuZt51CZ7eQCQufG5nm8St3LmZWLXLPtZPS/wr0SFBCEt4otdXEbTQrdd9eOVFcz5d/aL6DPKau96kgZi5EFuJF9XLCOogjD4VCe2VZbi5Iec0eyr1dW2/XKnhCtotCV+sy0DfZMnmaJoxhJnCCOKApXd+FDq731+HllpMhvjmUJV2u3rHRd7VEDigO1A6sLd+ZrIXpBKXpp78bbA+lUxPqy6ESRh/2lU3k7wDvVXWFw3cJWv8NyYR0BY055t27nilWJZU7gVhZMbYvS7TOr/NsxLQhUzP91GIQPbFc0V7cA4FWa7Fp6voZqs9bd8I19ApK5SeF5Wlt/Jbu6UHPdnc4CEExZY6v79K993ctT17jt3MPfjxUwRpINTwjGGJI01WsmiiIM+n0Z+5lqciRdgJcceZFDQHoMi5g6nlQU0FBmATVJ5kmSYDQaIs9zHQ9b91WBr2ZCFDiGVfoMpO2UAF0oemX26S1lqYzG1ushjmPtrUwIE0u6SUVu+/KuZjHXBb0H8mBmvYdlpesEqGlJWNybv+Nv71n4RedpZikvJ7w/1JA9fMlmQERDZppS1t4RQE7xGWzmkwmvGkEX2/u6nJGR/wgvNi4Rllqr+9ruSeJYvV8Fu2WnICtT9y47Vzovc/EMgnSACQt1p/F+OHv4NzMryWu+PXWb0ia7CNcfwvAgKNtzMJjHSozadOTvuRMDsLmxgSiKMJtO0e8PsLq2asCJ6KSia6WKaw0BJMrvt9AhR5l2t2n3ltZixKS/7sFgIH2589KAtUU3GWM6QlqWmfPdRrAVEByVc9fGctt6PqWe76U9pL0UQghkWYacfMWLpldcXRSijtYpa2/eYMB22HRdALWR2AA6v2d7KdOw6Jhm1nBa8wu61zx1oicd+03HG8DgqInqAHBOelbfLsw70n21GATA/a6MMM0n1cNQc6Y63Kaow2mvvWWmeaq9tiC9QBtLKHzoYe2IuM7UOVSjTbPc3PMhSn6EJ5dDk1QWAgKmpMsqiNf0w5YKuzALVmKMYXV1BSsrK9oRiS5kCTVcASMBqQ3mSZJI50F5jjzLNKPvtYQ4jjEcDpDNZihnXAtOpBljkBLwysoIURShKPZkXUyp5NW4yAAuFkgTm14ngTPJKED1nfyNE/UPD4wqaj2nS5xImyLbp+haFSO9JaXrZ49aQE+M0KZ/nXEzEFZhhPPV3fkfIAlamypAvJBnIl1jkXlEjMaf5mLlRlee1Nqnto9Q0L2G3tboTq5pYtaf+0tThEqHW0dbFzfPPt/sW1CUVm361rfthdqa67CCmm4G77W946okpu+EijZVV3PP1CO8fHYBV3VNl2qbs6Rqo2oNNFHTN1LXTqdTcC6k9ozCUhLYcAnQ2XSG6XQKAIjVnrReb0x5+IsiJHGMSJ+/ZlowogFgjCFNUwwGA6Vet0FO5kmUJzJiBhhjlvdAKB/etjEwGuagbFsf/WLWGvQ5t+BAW85kgkZiQjP7Rvir6coh03UhUcskOSA6FO+c21MEv77ct3HqSCcZ0O44TRnalUUJAWFU310a8dj2Vkm767BaFYXqY9Vs6jltYHAXmdZgwTBvQrDmabBgYnW/WtppB+lqju5dZ4FvXYot6gwm7Olt8bSAHqexiH8zlHlZuqOWHpCgBvtEtvXLXmNCT2IjVQJqf7pbf6VUygERQWhVFENZFDq8qIDAcDg0hmPUkL+Imc/YW1nVv1EUodfvIZ0m6rwzV5oE2S55MyNPh9K4jc6Lc31G2niQlIKX35oGWZDTFIFYuMDblPQT+BKyc6xLtscFd6X7awAZ1xFQq6S4PC7ZIAhAu8qcn5i0Id8zkeYjz3VgLaw/GUlHRsSRf0p6EsLx4ubLpvMR/Wo/6pSIdcUB6V0MDkkDtC5cuPn9xxY1n5R3uWS5gdtA261myXehfs4hTB+WgZl3XXUZ+/mqJBuMAHPjAJ/9WzH2okv/55m5HeqxUVvrxeFMoQoUWpNXK2j9vnudIwlXg1rJMZ1Osbe7h4PxATjn6Pf7WF1bRaqCdLjrzPpTKbLBmgHgKqM+6sSQJgn6vb6MSc1NX8jJUqyM2ZI4Udo9Sa8L5e5U0mqmq5duVIU3DOb9SWcoMlqXEEJbhzPrnYXeRARIC3hOkE8SM9NlyCDZWLBfG0S4roCaODdt+W3NMlKWuosyoO4QtT+WhtusIzdMTc6Ti0E0FhJCBngvyhLk65fZqq4QJ71oalJiMJeuVLIS0bKkB7n4TBVN78ORYITQXPryUrP1cctlNwerXDlEYvOB9CHHZLljqmvtlEvbLjjg65Y3YFYPzHPB8BI5vC5VhVTfIfrhzHeY27Yv7oODAzzxxBOIoxhbR7cwGo1kTGnau3YsoIVVt41OzD2LTW2rgWUAojhG2ksRx4kMgMSElKTjBDreAmPoD3rIVJCPoiz1vnLEGBCR/wv1KTzSxMifNwlmHExYvsohDDNRmxhGwxHyPMNkUjqDaOI92GB97YS26wqoZRJaora2OZwzet8OcnKXtBg9cKCskrQzAi6pHO1dRYyBK8stUWl5eapNLQ3ALG77eiUx6GAdzlGKLotGNgKhQJ4MWxBUHbbPChb4thBANwzmtYC9UAtLeZ/XBKQbmgtcq/CVFlpprYxX1gfvSp0tUnaoVBvoMutf91q3ZOC6bhSYOwwkpRaFzCGAfr+P02dOYzAYoN/v17QDpZVUMqYgSdYQ04gpRygRAzjk/rPSyAGwLLtlBC0oKZtF5khWHMcYjUYYH4wxm2UoOR2rYuAAIi0R14+sbQjGSw6GEmVRoOSl3I+3tSnBBwXyPJdRu7wbetdB6MGwBL/lo8d1Y0xmJ5KopeN2A9KGBwyw1MK/dI2gvOPqlDxFl8x1+jIXhIzQoYC6lGHpJDdNUnW1fyxY5xwkRnh/HZJt3KYlJmb6Uu0mC/yZ5m1Qd1RXVn8Y7PkRqrlad2gYAkNInKL5q0mto0rGPRXjuq6VBGf/Qsk+ez9HoY7tN02WlklkzTUtGdrfQ7V0Ume29Cc0qRzVRhtz59dj/XSYUvd7xZDN+iU4x2Qy0RbNcRJjfX0dvV5P9cOek/aaITWw+aQxJaGHToxQOVvyZwzKq5lySBJHWiDggsvjU6oeAYDzUu0BG8mVVM0VdYLVht12WZbI8hx5XmiJujLY3rQSEOYIWMMMEPC1CstP15lETZylckpPYdpAKhSalNaytScAOZC/5vJ2C6lidXnaxTdXex3OX3KOkpdIFMcbqbjNEWNSmmaLPX8nTYUggbZFbLFqtWUiUnXNkwRgSdRt42orvfx71Z/1t1joYlsV9bXWVle9UZcnhBmLdeMaStJ1AtQiTTaJuZaa05O3AVSl8IWb6zrN62oMWiN7Un/NswgBde5ZJYsBlsomym/TQwPKjpMPDdpQTLOhG85hLQZAKCDXs8UwLLwscXVnB/H+Pgpl0GaMxUx/KPodPQi1rdewInIkTeeqj0WhYlrHaH/31jMaomm2R8w5czUOepCWj9nXGVBDjyAXQqlTjDrGcdSuP90hb3q3/re5E3Nk2znzNFN85l1u6iV5J9P7U1GEKI7AeAQZUSxQWq5sOGrjRaiZrqsiewS+0Yphel+O4sUKe9V0bM/80LUTT47qCHZPXQF6/pqbqyR+roGtqF47FEgfFqBpU6Uzt3PoVIvH/iWa2sGbi7a3YCVapetVDJjFrT+Vxbi+r9YJABYx9HrGmIyWLyBUvHfKT/UbMOTemWETkMIIPaT+ZtxjdJkwdi/C0FgBaTCW57l0CaoZAfsBzQMrRYAJtKQuCPUckglR0jA3/a4eN7UYEXsYreesjLN1jStnJ8Q0XQsx7voDakBL1HYkLRPxRa7Grk4zrEqxnFcUXryGh6iRh+ZY7yGmgnZ8yK1eURRI4liqppIYcRSjYKUaG9/5iTk+YuiPe8CEelofrVt4v4i40OpvId6ak5c/1HZ6bXa/bSFon9py2u/nb+NwWoXrLlfaUpX7aquj/j5Dw7Sqr+nQWoDG2hfKt4z254XNqtKnhUGtk2zhyegt5R35PmBmTPXpNVRZiwIskq41B4OBLqTjswOWtOpWbPuhMEeS1GBYoG3OQEeapthJxru3qIGA3jPPtccxu+HqmFBbpTpiphkFRuDOwTnTBY1QZui9rjvACEjpmQcYBWWnQ8/LlSoe1bQs0L7ugFoQtyhMgHF7YtFedXiIQ4ZUS+2cYhrqMtSB9Jx96jB7CmVpCajFpn1+10EtgZxNFFzgMz3u0IEaiaPyqJSFkNliJPyWmrUhHqFEuH2PCa+tvBGSF55CVaBcCOjZvOUWKbNoemZaWVZaVGnklG0S62uSO7dtiY+kDOZK095cTpMEKysr6niWMHRRATQLHGUTFjCVvHS2DgnEnT5qmhoBjgJc0gSy8qYH4uq0iS1F21W6DIq8zy3VuxkNpodE0nZ/sbYH5dDMBzQPEiSzxLBwEu89wrCs2XzdATUlPcDaoAzQ7jIbge9aKDbmSy7uzSNPVSFWY5JFJISQi0Y6FwCYUn/r4wytWBsCaAtTG+Rqt69Mv5tKJYHE1L+MWervOVQjmhAxYtUaJM5FV+BCIMsWLOfWsdhe6DOE0Ez/057N+1ZNokOeQD2Ebx1Kda2yPRl5GnDX4by16OaVdAyPcbbxmjyA2S5DHYkawicdCoaUC+aS671jP0CIk5TwU73MkPZSK4wuHDVzO4mhkzu2VA/FqMsHNVvs1qzR0rRhyoPtkHLElqadV6PU3LZ6vDupmTtdn1bfJENxa8IpQNBu9GAwqbW+oOrkGieSIkOX6VvLOUFR+aJ+CrMtwADtws8EUa8bGVFZkO41c7MKgEF2VZX39G+wntGpliS/quTZmhyjnK6WCeHEKr8OQ/rnBWlW/WPzgrRdtmu7h0gdQdrkC0h7wQKLrEkR/HqIWrpl6tqWPVZqX1iTH5JCYX2nH/qe/E6W1mYkCWi85xd2caElZy7kyRDp9ct45QrLld4jKFrS6/XQ6/Us1bhwtHd1c0KofhrGoIqQNslxV7O1xdnST82a2ONqjwts1fu1RYDrEqgpcSGtm6X5va2qmceH8ZLSEpqzpQ0Ho4NgKJwPWoDkuUdziQx64Wifu52kjjBAt5dyFzqpnSrces3RI6aByWInOowtESJjFOP0onP/G9Mi79gCyvriLJxjIR6hyhU8wyuhNrX141uv6+qWavFZE/v6J7H5c51XWHPVAmRbfSylP5MtjhMdqMJp0VprToAJDcSqVWF5/OLWuqEFW+21+iq/k1e04XCg3ZIyJo1W5RnnADOm6vcN2DrzOCS7BJiAkD2LHrM6NlBAxcHmtXmWla5b1TcAqT4h5x7C+I8ll6IOo0ZfrhHVYu4/7clRw9hYXJXnhPOluTqtzlGcYkwOT3TIS7VPrU1Emyao10l9TXZIK8BD1dDYM+LiZUYTaShkqgZ9nxguLQn4GWt6qzl0W1qf451XexRuM6wLae9jY4tzSd71jS1+XGiBpOZ8a5NNayN4uauEfoj7lSyLDVzI7LJblcL7piaruiyNqtSJCH1LtpQkiQPSWl3u6qoMA0s9VeuD1NlCcOWLm+xX7DJVwDaMhrQKHwyGyPMCZVFAxIpJiMh/d5W2+P3wpWnmffrt2xomksz1rQANsr/6Yg7nXNo5CREE+mWm6xKoCSK09bd29K7COkas+lboo0WoO3xqR4baHDUdsudgt/1haKmaJGjywxtFDJwz7bpTCLf2Sgc1ByAA5h95anhA+ztzpQP5qKrdAGMiOXZlIEgGIV3eldqf1sYjqsKuWO2SuMqNwM/2vDWXmipdGKSvLUDPw7SEirZ3bv7uh0osYRAsvGytbR5G0MunNU01Fcolp9ao3n+W7jrjODIaKoPU8GX6KlDLjmhf20JIOzFHN+uq34OPot5pmiYYDPqYzWS3ZfS++gEh1b3WtDXUDfWhfzLDwINJi26N8w0SmbAuaTZeCXkUJMR6ar83tc8yT7ougZqSEMa5BxcCCeBIjQCBXOgVdHXY37EvWNYr7ZpcyK62La07OZNu+wiozTE2A2ZdLOHrns9lZMMSOi0kLSHQdcUA2A4T5GqURMmcs0aw3mAfbbUasz22+Q/gP3m3t1eb/xkF6GrOZwSkF2YmFmc+Dp+WPzDzbKs5OdUcJJqkAbQiuFqStpao1UkIJo9bEqMrt7cUSAeOZLkAbVBNH68qJXWMBLnkJDQjY6tQB02KoghJkqIopApZu/a0gNMpLbwr9k0PoO0bjP4lsHZ6UQVaTWM8UdnediDsqEOIZabrDqgdQVlzRcr6W01gA0jV839WaRBYLyUtBak7VhLGQ7cmJVEDUEZ2zIpZq6e9shQN8KFaqqiq9YK9JAEZqGrUfanaktYpco48WqIZZ+h9aiHMiZX2kdFSCvHOAsTSVPtcf4zPeqbgzxAxqS0WvjM36M3d2OETM8zu4nW01BCcSNcmVZ6mQ1OheRNepXMSAEcSrKCVpXmyJGpIehaxCLTXq0GVwbL4Ng1Uv0OtU2M5rc9OW2KNsDthuhUUeCrhdE23KvRVS9RatnWbYHXzhWxr1NluYuDrALYeeM0z0/70tVZ7A9cZUIesgTnnOnwaBLTbu25Rf56BN9TafncyTQBow0tFSAQsC05jwOV4GrIs1ewzy6ZP9JWZxuzPUN86XKyov6HdOkiGwZfPbbCuGxgvkREO50JrDsI9Dn2v/qwtu6gE7V1qbq5bI0uFtnmHY/4qF86zzHLXLPlrxVkzRqS2wcGsZVZ5IFJ/2xJ1yUsURYEojjXwVXljg8yWfO4Atna5TMZkdkW2utztpPucVI/KKfd8eYOA5HTFJAugtRLNuqd30X3a7uN9kDCaztIjS+GubO/nktJ1ZfVd3c0RmjNyA5JHAfXIM9G/OXP4i3WROeOoGOQ/BFaO83ugOskDdQiE5n5VtRSsQv3D7ItaRLZqq1h9Ct2ooIKqnOlzy9u0Om1bmRtL2ZbBbWkixBDVPuKCbTS0OM+lBZPsHLOe6NB1X1Np/xrWvXCqzjEbMAE423IVtTKDJ2QYpNXrUghkswyz2cz10+3MeSO1koodjoW10Axy5TyyLgcLrGse07spDXtLGI9nHaVdWu4BaVrPRC1Nm/31Csj6gG0/C4hxl/VzITWxbar9ZaXrSqIG5MBL40bzQjnnKNUeiY7kEnnilMfBXas9vZDQGWrK5PO+NWyck2LK1FBtxGh9iUu2pGfneJbhgk3NVUaIdZSqYd0mWTn01I7xmv7KQPtrjnclKKMyGMvXLkvKZlTqOlwHvIGf7p2q0FOft6XSVgm8c1uLJvUCvHaW0qZWPLRzP2x5rba2Zf+uQkJdsuZQw/zv0gmJRUwvVOHdjeMYJecwnsAUpCpQkv6zVYQqUlmrLT7n2FdFYnclbAJtogdEe/TytA3V7Aq1xzTTO0CutVJZUdedjTbPad2isSRmvDK2Lr0CbJ8CwgJr/9OTPiypXAg6llWitpNLTtcdUAM0qaAmmNyLLSrnqW03c8/My6hNrPIFgP0cPlhXsnas360bqB5vqshKCiPlAq2OlVZNo+EIir5u++iuH3dh/2OBtc1QG57AGNPYT1ab9LyAkTRIra4XbLXrzcPNAt/qr7TdaqyjU38WSXWduXaap2dep7VcJmPRgnKaKcNJM+20RFeJSGUlOvMc6g7t63KdRYG9oHXn5qyCtbqngdgOovL/b+/fgy07rvpw/NN773POfczoakayNBq/kBN9Y0CGEJEYiCuGYAyFjUNRCQ+DcQoqgRCMFV42gQRIxTaQxFDBARKKAiqGMpUCUyRFUciEmLgsMNgWsQ0E+EXIsi15pJk7d+7rnLP37vX7Y/XqXt2793ncOTMaz5wl3Tnn7N27X7t7fdZavXq1E9klZn5WcA+tCwdfueAplmBlzddSV9uVcU1SquZJGobjTw/SJigaErUwt3wQ1zfVzviPnLe39aFO87RK5LglgToipznZNkhzcgaz7KfOvoyrkoz769KfZ/5GDphzVgNJuxD5+cpAqLVYH8zeTxzjHcp6y4gUihSw0+8pWPeR8gA3gQVInZirOaZgGKylrxbqB20G7APauRprF0B775/88hIJFqE0E+q/dU1pfmEn0qQVB88pX8vWYZF0i7hTCjjn83KCpgeb8IxWAEXpSMcsJ3MWJZeeQ4fqIxuBcJiFfyKugv8elsfUJV+ZeCkqdS6Lt4eS0/CDY1be5K1EeV9OrL+Y8Kmue5BWYO0FC+U0KnUNj+o6BD4CINmW1b+gt0r17hYA6owpAzFgEPHxak3DAeElOk5R9GvV1wKnJePgGKUL6y+Rb1MEzLlrMrPmDiBSA9WXLVJ9vH1N4gMzrnrVuls//cXznVx7FFgvWFnRBPTEFZO8AfE2q3lOZUm1RaOWtbnOasLMl5+/ORdYlgLorup88vE468n+e9cMtxdZV7qqwk/28Cyb0FWRsuLMyz/4XORUQmJNm+J8Us2wKAyqQRWEZwrCMam8OnPFZ0MRMLtMnPVJ7ifr3d5WHteFD/iQtWlyZz/HJYsloQvzxvcJ/+qCdHrYkny3NrQjKk69i1QSEqua92laKRTPppseqPMwLTd5TYU16hZt26C1loFaR+JaGDRWSWHa5r7lU8f39TXqir/R12jdRoag0pyVq3XoE8cQPOj2TfBZmoIGHP+gA2v3td+8FMyDInrJ0z4Xw2A9f7tdvoqWCIVwoLmgeAJVuCvX3NB0zZXqVWzpmlfECe5cLaUzYB4oe5lWC4laIySdUr7JWrSJ7/kP/lIWpT+MI6xRqzSUzmKVn2jJpIBd5e15QALSUXAVVeMQM9wdValKlnZrJ1ZSSgQhAWnPSoIWHYWFjhxL421VkTCjulC6s1D8Q/Z86/bnaJVT+6YH6lkUBDyW6pqGJaWqqjiU6AyNGkgm0YorxrigR4x8zU2gpEEarAnoHvMWkkdkgiYZ4vvGjKLQa/dyQg8ojvyVCy1KCKfz+AAL3fLjPPjByNTXbbWrZwB3r0uricuRytzEnqVZx1X2k9EzzuRzUYrgZ0HtvFcYMIukW7xWnUszhtg1pSVAeulqaSa+SIZzhudyNVlgtKT4atKLoe59a8DCN3oLENApSxRGm70p0q7z84NUNvE6tQZwHj6xRp2Cv2ynhDJ7hzVfpS8nAEtEsMaL8JFAHvVRCtIs4XQAP2lZzF98fSnKiy2vjTrW8vrQzQ/UbnD2MXkZPJasP4N5SBYmim8dAD2mkx5Kt1i9NUhmMBhpq2bpreF7kEZjVVWDu0ywINVHyTN24Lgnuj0VLTVIvpn6+hw8YCjAzrRN5wdhIEbq5L+GyeZrsgBYO+GCIyaZHqlszts/4eBY9LFVjD2Nzcb/w3TdMHsZidd0viyQfn5aM+PXKijG32U5h9KciZDHCT2z9P14rBeFnxnhKQFnyTt6Jka1CHipey0GahsBtgEiz3Br3fZYp1ELyR5t2S4bros/TJjBoSflmYw23VFqtA9KVzVO8y7c+BShIvNInlY0jG5+oAYElfonLIHXStoGbcODpipLH4mrP/gJi7ArOcN2duUhQoH87OVVOSaQHVH9wywSlpWkrcG7mwVLMx6yc4JNqlXPYI36VcWOZX3Q4daqHRMw0fs2Xpv2YJ1pfvYdJprBwquU+cz6bsx5NK+Jr2zMzRi/11OhXqi8ZSukBlLvoylfmKddz6vDIq9Z5kIyT9MdBl5NFk0QwdolRUXVSrDap3H/GDDwMbDGGmw/UKv6SS0kjQd49QQpfpFq1QYh/j4RrOUlR9vajBoEn67bn0Ew8OcR+O2jTkjXWrSTTfTxlnlzvCpBzGmF4XCpIDQNL4+m6/7XeqLcGkAtJAOlexkAR5tpGh40KCs+OapYgDVfM7U6aLEmNWmrLxqUAk7nKpXO3lmFxsAkOfWyPIMoSlku+1jnnlXPJOssYM/IPL3m6ibxiWVvi6H5M00mtCWW5BdUzrL5+Eczde0Hkfyd5auQB6LrDcRZOpH5YIGHTvqy4GeSKmnJfHqGdSrozhLys0trAoILV0MAJTxhTOHWmMnP9aAIzAPqWJuOjsBUwGdJRRjTHltOsZFnW+9BrQIrpXwuWesmf0m3SS9Vhmva3G2gPOb1mpakz3WgEgA4imWT7/9riAHArQbUAHo5OgHkXgSbNsiZviWAvXEA1Cd+ZbJdOeULyYKeTM6UWS0wwyNpU1HYx6klU6UB+KJkJqaQTW6ids3gqpTeWpk0u+xjIvN3BSytUUuauURBi6EO57xWKq7LbGXZd5H5hgDopWnWAEhS6mmwYM43BM0RXkVoXCx0ZQBpSc0x+7kfg6NkmDVchvqelJ3VnEEB+JHTpjV7COVFe6eT9qQaaxAilIYueRqDsihRlAUMjJ+ncj4BDEBWfF1Mkke+H03IHMadb5D39r4+avUtANTJoBf8QLdbLRHaxjmVuShlEqnMmDZrLr1OCK2k67QSCvDcP9GZTn0TX/M8g/hLwggMwN7TxJPcFEV4RmftNNdwcXHJP6UID0lAleJyk2rHlCRQWnVhDFpK0/QTIXh/a4eYuMLz80m7uf/RVYL0qjO5FrSYzrqcZnu1je0zz1x98XFOspzUUx7BCbZMGqQ7QziaGwHooiQOvASs/FG2KlUXNCW7WGuWWoRtjBSlC2ZxivNy14isCxtqPdBr4I8Fh9BXmozhaGz+RDDHKAW8q6pi/yPbcC8bKccCfWAtrMavkXO+ggudTtWNu0Zz7BYA6sVIhoAErGegLsM5zEbOsO57/trzQb9UExUUyar5SGVROvj04Ti8WHIhUrkqu7MxQAHDSwLGoPU1IO+wIUwlzK2ECUgxSYdFRsaOKqzuS906nux5S4PcCXULAVCkrYuQ3m7SVdUXyyOlRQD6KrKfmcn1ES9XSAs6m5lkgsx9yuRAMqYTvfJFOzgzIWKhPPPiFjR952YIKx2FK4cPkpYtWnytm7PXZuU+xTPaA6yVtWgCWRuDdSI1SF5ta53wodJnAF7qL88LiJZliaqsWHMmZ98zvDulGlQYDAaop7V/hjXqOLBKrp/EIid8zZJF3TQLWjJWT7cAUGdmi5JITcIcWzlNq21BVYXCsFbtHRKeQa1aStJ1CHxJ2mSc4hlQPbLYRm3oq3OQnFlKddfcoBUBJq6Uzi5eZVrIxCxPdjTJRPeQ15DZh7KoRrbQnuoMWWd2LBMJo78Xu2XPrN21AOlPETR+Rqp5o/SNs/LNqw457dqD2Akwwysd5LIgO3MukPrHrwtT976EAuWqqaUiWQPXjzmQlEM4yFpvKYjBHU5BCMxLO4WWZYmyKNjCp5amDABTGFRVhbIsMaUJP22kHeS7T7dPyghpnbe3ATsZt+2cbr92OHALAPVsijx53cBtmgZN02I4JLef2gFTazFzW88zoKboMca4zJWQ6+KEli6varzm5wIkEuBNUl6qNfDOYkXBZiVjDDtZqdr4PZKqJB0RLO6e2R2WClGyFk7gdi0v3Mp+agXWmDnzoqpGWrVrTFz7yPaY1+tMeqVzYUXgfKOg0Bwy8/RZYLm2LNfu3BLGynouGt75GdB9wKUh+VAH2wiid9LzM5T8yyki85hyuFpsndsDsWjK8t2BptyzSiMG4EE6fl59OrN7B6ATa4GCaH43svbslAUDBD4lY8l9WmtRT6fscwRAWw2Ck1vSj3oeOg9yIgpHISPzTNphSmFZFd3yQA3Am37ITYTWbWqX4Cf+RC0DtBzKLDys3sUzgNMRBXBW1zJgnWMZUb2dGUsmUmFEe3aTgWTCy9U4BEHM/Ki3XwiY4TcTOKbkSuAHRKPWJ2LNxKZk8rBpzLh1d7jgC0lndDqJ0whjCet6JlNwT0U6l7uocC3GT68h6JmmhfdOX7PgnbmiFnoJC8/13DjKPZlo1WmqsDRMWEpCVaDi9yR7FhaWqfpB20ipMfiqGur1bm0i74A1kfIEhzuAI+ydztZA7YM2BjB6KZI0j4q9vq21mE6ngNTL9yPzNmlT38zQ3uJxbO/laFWjdg3UQjLu3IvVQM2HdJRubaddKJtnkvSaU47mMW6CnLfKUqQpjTdXkWughFcVAFNCu/o0qlupU0YAaZ9KLnQ1VQMf6IAvMWfTjjadAnSDdcONmogugEKnP5JMPbOxFrYoYMR6kCad8/IjTfo6gbT+XESvu560UD2ue2WvQYEd7XqZMuL0C8EFKSjyD+jgIW7eGuMcq/ozIpcJqTxDjsbzTK9xIiirpPKInMwsodVnT3vtNswqXlJOApcordi6cg0AOPCOyrbWV8I4LTs2y3dba1wNtPjtgfoZFHdveqCOTNsz0wU+rqOUDcj6deqiMDAypil5MM3oulC0SSGRwPV2hER5mYXUrv56j2MA/WBulrWiCKSjjLgQX5R4ZPYU6Oso5UPpqinaAOrUroVijEWvRZvRfIyyBdXO4DFaxOuKC7zzawLSfdaInls3CkAvW5FFptXCCrovP/NAxjjS15tu5PY8mKEo6fzntAXMYDFTtc5ZgzXAebG52IR0bg05aOz5ummzdvoyUmcw/UyY88GRU6x1su7btm0IyWlkfqaRxaC0awfGihlJYKrObpWkukGrz7fT//SOZ+zw1rZpbO9U9M3QCifbTQ/ULDWGF7JI3xHBmb9b2NY6rZoD2TdtO/sUputE3Rp0WVkM0DFUxWpkngnxoOb9jmqk+2eMKTwAE7Gzmc4t0uqJPACnJUbmeX8vbk/HnG5SsI6f6WWDfgsH/HqXhey97HRD0iecv7UEWzinMmUaiG0COcrfOdF8XlhzX1OOrqp/ViCMr16eFwsTYoFYAM0BYNjFEfOQdA051DJ8C0Ct55lo0wLWukrBs9pArFf8nHVOu03ToGlbbwI34KBEHZAGPFBrTYkx1XgLX3CCjWoOeAe6ZOuX+rejuRN8xEr2kJ/H9a/drLvpgVreiR9WCZj0PKHWqS2qCi5KGf9ZS+i+tOupSlPP16BFR9cUAAZNtavVRXl6YTgStT35yQF4hzISx7JEtfG8gUKwEV1UOOHLAXafqqqumehpVy6luXcB2wAe5HnNywDtwgo1QFqDMEiXGBYaAbkmLUMLKII3LF1t22fQojOwlwPMmBKrKz0kvRqO0TtW/XSNHbQ8oJkiEpiBAMB6W1Q2f31d5d06oOXtWWouufTxFAnr2SHYibtlQpyDsDQVA3WHVPqeKjv+b0IbxYwfNTJwiMBd2DzfunXwhciEXFZJNz1QB02uPxZW9xl+oSztNRjSwK9Tl0UBayzaSPIM9EwzzE7rkgt99Uu3QclEB5CAP0/D+HSxeGLqyWWMURPRgXCmfrFWHaKdeczOMFFxBhPOENarF5gmSsMIdZw/GUXjsJZQFIR+bzgz82fPpbl1nn/5mR6Bi9Ki9VyiPaSF1RnPz8wynizXvjfV+PFfc9fUEwpl9IiNxHGKgRqiqRammxcCSMcOY2lV4+vaicwqJzNvIo7WycCCNIH9PKxzznICP1Hhgdo7jmmHF2V3lhXvsITFz3r1yYRn9EEfAK+Np9vG4PMJ5RLI1dP6SJVJZ+R66JrRzQ/UQDzYCTOYq3qE2OQReX87jdoUBqbtYs6NQ932meSbif/JZBEGuZbCJbW1hd9PbXRwA8PbsTS39EBPMsnytfXWDw+8ivl4U0BgYHK8ZuTUpVRoLVrEfSEMgLwET8qDfC6RbF8rIL452d6eMT5WOXTCe7lhB+QJ6WTtUZbZGTmsxgJ24lyiB3O5LMCjcr818Lr1WLEoplpnx+/Zg/SMrY+J1h0ii2mA1+bl4Jglwj/7vvAhHOLcpqOtMbswmTK19g0PqmLZ0xY9CVLir/nmyRawuIFeGRChQtbRnbe3FwIWEOjn8tYT0K0B1EuSvMTWWjQ1A3VZcSzZsixQNAZW1kPUwOFnrwe79LC29FP+M2Mq0uZwAoJXpVv/ERO3gQEK6w8t0eTNZ0brtaq+uaqL8ORO1ZJTsFKfao/VECHJlSDry2nUiD6w9jjNccupKNjvYEGtWhgRM4IirJv52b5AFsvQQvl9CoC0CV8Wqy35Pj1p6zrz8UQZLfrQ1cz+RCDtya/XoYz01wDSsvZLztlKx+hXCO2BiLVq+SdfhNbUQ5zuLkiLlcwggLEEObHqWEttlRP/H6N8XtzDCUiL5m0izdsggH/bkrN8Gde1assYJU10ywIS4ax1/dfqOOTzWIOZ+fOq6OYHasfZjf6dJa/ChZ+W0LQc/KQaWCe9OS2yTZwLFtTUV0V9UN3RHnMNzw6oLsCQC5rv9196hw+ggFsKKEsYo0Lrea06KdL3a95LW2vVRl+RbP3xfy5/9Rx8eXHO2XV4JUBInoUxoKIA0WLnzAqeW8umNC89zKGFR8aJ8rp+Y+9E5DXcJeo43zAx87ks9XVTfqjMLf3avwfOT6Aw6r/OQNVbqXhs6oBERUY49/kIckWgm6YL5vEA0mJNW6AlJMdaWu+AFtaoQ92zTUPQoHMnZAFuGrrlOL9Hm1hQMEgP44jzLYxhZcwUaF2o0FbXbxEhPvfqVzQUbnqgdnKX/Jgzh4NXIhke5E3Tom4aDNuBX6MuywJN68zfM0pOc18tyZaFXN49rcxc7mVGxH0gEqU2UYnLlqzbs+c0nGZrlAkMalIpaO3RqvVZ1T5EqPPYzzJ4AWiXp2djkZUjvPQ0DwPnNV4YFCRWEp3BLOI1rJYsChSdfryWkHkDw3GenoEKLwKyNyLNkCOyNyPQCbIyZBshC5L8UJjD6pEEYSnKJyNQJ5q0lTXfdM6I/CraMoW91ukfxQVEpngNwg6pfT1leqdbwqQsOTdazNmyPk2KZ8DVsSpL3PfX/zoOD4/wsccfBx8Y0npgPxH37tOmTkA3PVDntZ3+CSx+izwxQvCTpm192LqyKFEUrTvsPIs4gAnODnzZRCWslpZlSKbzb1YSpLAGxSbuAoBI6xZFUaAqy2h/uZaKfVYy2eZo1UIdrbp7I9TeATTgMX2x9+3aJ+BtioJPx6K+U9K6dQTAY6Ak1bhlNOdFU/ZV6AYGoo5QfH3qmu56yFG/zruqOi6gVWdvd83fuZxCmM2uSTb19hYtvCgKlFUFHV8BPhe1Bot0DlMH2MNfd+90Mj2D9YrkWMsUqKXkfv5oADaDO74TyjDeVB7XC968LmfQG4DBN9GoDTh4U1mW2N7exuHhIWTvtLWavy/Gta/VKL/pgbqL04t0payTClDXaJoWg8oyQ3eadVsYwFI8wk3PNM0A9rWmeUwrz06Mui/OHy0IEiwB3kGFjHVWhhIN+8H7fP3s9gxbv4klteqkal2ZImjfWZNZ9JBx/wcHMr+2ZVir5suLobWs44u2shD2LgzQmUcz324kyg+5q6nrgs/emN2xMpK5qtdLu8afcFG0an6Q/AEV8fzWX3KatYIpMUlTVxDQNfT1jCx+8BoqRyNzW57ECVVE7ZQ1mrgO0HWS5a8oPKjjWVbO7IbfnUJQR4QG1gQ+DpPN5R/58EdQ1w2sJVe/xUz6s2hVw/KmB+pAy3aZG3jO/N3UNdrBAAPZT12WKGQf4MwcutVgIFihXSTOvlPo3JbPSOD3SRKxM50pUJBB4yZFWRaoqhLT2ojNjZ/zrttu0koZ3l4FZNvvGAuRPJOTr3WdY6tFf1Mi+4H7LgFTXDZLa9XcvtZalGKmE/N/WvZVzNgbGYNWisnzc1/JMzdKf/bVo08fn6enB1AVQJVyDAaDQRSfv/fh5JIGaPkM3zmR38bpBPBwRGSwjIk2LVG+QpAU4ReU1MFEuzk7Ozvdc60vG2Jec/OSnLYc4oKT196VRm1c4CaItu8ipeloaScgUUtWxeGL+Uk+1amrUy9KIqG1ls8ibZrGeREWYauWSbpQAGiWxcTIIA5bF05aS/+sy9P9E+eY2qPQ97t7lcBHvElMXeMk1KIIXpJVVXUdVZRnpZa8dZv7GkzqW+Lj0k2kmthpuuqcvvL8XkwYFdg/hFmcSwRY512af9cnB+nwBnONukFobrVOUFe/n3bBp93LXeSdXYUxY0mazaLnz7w0O/LaZG/OolH6/yRbPvJxPuVz7oK0Nnfr2Rr9Aw/TzomsceFCU23ae6Cn1oFFqivCAlTviYDiTNrsXKZDh6oaijMahWW+pm28b45gwGIkBa9+nt78QH1VfeVelAC1G2QAFFib7uSn9IuJ/ovqZuIXumh1xWyjEDr7tDD6SKFdpCwlnjdti7ZpwjPGsHelA+2y5K1rXZ0VjrkkJqSozn1l62ccc5Br2XljkPZzt8eTXvAfDqzdnszSvdO+3kx/E8Wn62gG2UezpvINBsUxucopv57+RMu2QgtVCz/TmVUzqc9SslyZJ3jmakjjWAYg07Qp6In5N5CZmUWcmfumrWVqXgbnyzBH5TECm6AlHHPbNi4imUVsNvdPRvM7Eu5NAFUfvUzxXhHrwsjjo3jZ3I/Iu1x6IEQ/U3W1ektWgurLkMyTEzyao5UDddM0+IEf+AHce++92NzcxAte8AL8m3/zbzpHjf3QD/0Qzp8/j83NTXzhF34hPvKRj0T5TCYTvO51r8Odd96J7e1tvOpVr8LHPvaxk1Wqt7cI2ZGdpCHwYKvrOpiBCxXwI8OxIsHSmYQCk0uYS0cdvHoKWV5dfgR3rmvd8MRRk0X2McoxoFx11Y+kJ5+sLXXZeO4NBHYUtGoP4LG+kDQa+S4MMzr7jHHoY0wIFZsXazLvmqAmOCKDyqLVw5x7zxglGvPsOp6wBXo8LVmvk/TXcgbNJOXCIL1szfrTd+T+ORTmhwOlZEuTzizOUgA8OGXF69GIJB0BvtTq5SGb2JzcNK23RoozV7Q3OWlgKCF0tnFOvGLJLMsSlTvRMD5f3mnXii9ZorA+7fNV+7BhnAOaRds0sBLk5CQAjXSer2ZGrxyof/RHfxQ/8zM/g7e97W340z/9U/zYj/0Y/t2/+3f4yZ/8SZ/mx37sx/DWt74Vb3vb2/CHf/iHOHfuHL7kS74E+/v7Ps2DDz6Id77znXjHO96B97znPTg4OMArX/lKfwj41VMYygImwZsySeleYjB/W3hPyh6g9tJnKA6Rxifag4m3j52UPIxEyqoaKh6oTP7Bvgo4EJrWNWwbhC3RPlkDLdyk6WHUvl+FcUBZAzrF+S9aOo806twDPQAcJJZcG2MEEim78MsaWkbXTwfp3VdDbQdJJfF58HXNANqs4C/JbnZhy9bPCUdLPQMvWC35ZKATMmB5dvUgvXjhc/TpcFMl0Fuk0vXrzoSKeKA4X1F43uejtWutUcMDvbXkT8ficKFQc6uvj9K5w+brqqpQVqU/j9orSS4sahoa1RQGRVnCID73mvScdJo5TDjKsnFr0zHHWpBW7JuiaeVA/fDDD+Mf/IN/gFe84hX4tE/7NPzDf/gP8fKXvxx/9Ed/BIBf8k/8xE/g+7//+/FVX/VVuP/++/GLv/iLODo6wi//8i8DAPb29vBzP/dz+A//4T/gZS97GT7ncz4Hb3/72/GhD30I73rXu1Zb4Yx4nQdr8f5uPGDJiVqztWpSGpbOWRlmHXB1vs+kLhcNXt4Jl81kZXoGUVfuJudQ17BWLdGEZMIUJcqqwmAwQOm1ap0B+c+gFSvzVaalXSxWWnWiYXe1jTlo00tdsDauPX0yQLQeSAiHDPS2JE/LaXgL0DVD/hUUpoSnpatpVtS069Y3q6aeCasud1eoA8jKff9vR5mIgTZSeqO1af09pWBFY0/vENmrMAUGVYXRcMhrx3pyUZyHNK0oCwwGAwydM5xMFqJwGFAhgKvaV5gChXHatE20eIDHXxHWp1tZQ7eLB3BJyStESglZ1VBbOVC/5CUvwe/8zu/gz//8zwEAf/zHf4z3vOc9+PIv/3IAwKOPPoonn3wSL3/5y/0zo9EIL33pS/He974XAPD+978fdV1Hac6fP4/777/fp0lpMpngypUr0R/Q31FeEMzeSG/xi2tb1ixF6pJIZXO1am0+igYLYu0gB9hLmQS7qUz0r/o0aaoZZYhFoeZtahI/1zjJdlBVGA6HwalM94WfQKE/pEi9RtRXbvqetASfe32LM/JcXzkNz038Up3du0i+rEHoSEbPAGW0YNP5tawQsxzD6bhNyDhXY31pBmbSdlwdnVQbvx7atJnxq58iVI2kP/GuthqAtWNa53vCrzxIa17mC+uYvj2SRvPWxR034AhgTgiOqqrTu6aLNm2Kwm27CgdliMLEDr1ykIYDeQkb6rTpDts1wdLQqrOxtWCRPNHf9Sqv7uxaDVSvfHvWG97wBuzt7eGFL3whyrJE27Z405vehK/7uq8DADz55JMAgLvvvjt67u6778Zjjz3m0wyHQ5w5c6aTRp5P6S1veQt++Id/uL9irAItRsTp3Ue4TIS6rlHXNcqqRFVW4VSttrv5n7NSoS9hIOdAR/GhjVQxB/Zw52nPYy09dyPQzCVVw2lGAdZp1TKQxfRNzut9OGSpt65rUEtxnF7fFPImMA+AxrhocDHwyvdwiCWF90LybEjlP426EvOKWJjKAJpK6Naq+YSs1uZD0BnEgVsIKvaxWy9bJKrsSqZyb3vy7IIyKRfMenba/i5eMieo17kqvUSyWja/BV7iNaS5JSuLXVgeEscu44M2VVUFmK7VK9aiU6VCA7fWrBNg1rWNzFzkPambhpctZctrHNEsEU8Ma+ByxrQcOyy+ToZkXZqXqEK0NBt8TAhhXdyVFVYATchbHIXVARxx56RtjGoauI/mr14aWI3EvnKN+ld+5Vfw9re/Hb/8y7+MD3zgA/jFX/xF/Pt//+/xi7/4i1G6zkkuRJ1rKc1K833f933Y29vzf48//ngoa6kW9HUs+QEzrWu0TQsiq7YrzdijqPOmAFh+DZaSeiptMz2fdZ5fs25z7O+c1yC9nDCr7g4nvWlI6ghndnJ7qYfDIYqihN5a47P1Jqu4zZGpqKfL0k+9Pub/dKu8VcLMzT5qo4knXeHCxRYZ5qZKi/o2xC/un9grJz1word68rJOkkNXE+zqF8tkdgLj+EIZXzvIXVHOfdn0Zk9eiQ38BX6uWNtiOq2dtceyVuo0bEvExzlGn5JZYg2U2N7qqMhoWUo0bqWRyzp14zTWuq4xmU7DurUGQgWivPWTL7RNEzny+nZJGaQiiRFYyDYFC84KpHVHCo6IFaxVZm/XcCWJzADbROmJefTqaOUa9fd8z/fgjW98I772a78WAPCiF70Ijz32GN7ylrfgta99Lc6dOweAteZ77rnHP3fhwgWvZZ87dw7T6RS7u7uRVn3hwgV8wRd8Qbbc0WiE0WiUuSPMi0A9WnVXpuuXoIkITV2jbkSrLjlSWdmibQuQSYJlJGqV/JQIXOQGqCETNvfrsrVmr6qVGzqqBCRZKE0z0645I4rc5G9blsyHwwFABeDWeArLEcoGwwpVVXqHv651AeG6CZBSGOMPZs9PCW5T1K09QpsXUKSfcppw8lysaYce4kAJQFGQsxLQzDkr9WrbFmWZ7sXu++6fzNzvKcx0vszMuS+LvC5zcgrD84Q5mp7xuTLqlbY6966p/jwj8+yt7JQN1pzYpqOUAXfHWkJdT9E0QwAD78ipR1kAYgXMcHPfm5wT0HLlaH3Dc1sF0rU7Krj1AUVstKdZW50EoCX6o4EzTTuQFoXFcsXQWsBYTmNbOTiJncysN3vHa87eSZScE5kEORFtev409+8lCPZ9Y2s1I2nlGvXR0VGyZ4/XGcRkce+99+LcuXN46KGH/P3pdIp3v/vdHoQfeOABDAaDKM0TTzyBD3/4w71AvTyZE8xGlrJa2/Lxl858UxgTnMoymc7Q0aOJ1Ulo4JlX8BQHoi1S/i/c06AsmmWUp/6SSIR9zJ8AZ0JrQZaiNR44i8KgGmAwqMLWJr1Q6bkCJZI01Fp1P5v2LMlL8kF6TzJzXqCFskSo1qm+kO5KWy9tky0eVeXimUNr6HHfG1V31qp1GxcZaDnNU/ef+lPprkJnvSb66olIxvS1rs0N0diroNS6FH3vARmnfdZ147TqhuNgS/ARicLVtk7TtmEt2wGdJYkoxrteZH3YOu1ajtMUUJTAIaxBh50y/o/0nmYntIv1sFCn8knoz7b1XttFySAsfESA1iq/obJ0a9aUbstiknEmx1g2jYuPQYoXz6OccCe8VzOSFdHKNeqv+IqvwJve9CY873nPw2d+5mfigx/8IN761rfim77pmwBwYx588EG8+c1vxn333Yf77rsPb37zm7G1tYVXv/rVAICdnR188zd/M77ru74Ld9xxB86ePYvv/u7vxote9CK87GUvW65CETBRrEqcgAgsYdZ1jcFgwA5UfstAgdYaoO0voPfVeS0b4bRNMgk37TNgxzkHTYnUd9PNp7cy+RtsTWjcoe8BgI2bIFVVYjgYYlxMWTBzbenLSwa2ARhcrVgceqaKNnQQ+eM0CYBRR1aWhUQjspDD5rtzRvWaSfuEK1VIkcY4baJRknmcIUXXmIHAb1m7SrrqLHqEUup8uepinoFHFywgnSWzS08MYXOvr6oF/ba8ec8ljE1M0QArF22Lup46EBRrlOIZXpvU2jSBHEg3TcPHPyIEUBHOo4EwmJSt8+eZKm1ax8/ujjmJeGicJs37sNnBCyYsMbZtGxQbE5YRjVeYSgAUTPQRBcXFr33n1qbnkuLFJr4qSzYmTnVVtHKg/smf/En8q3/1r/Bt3/ZtuHDhAs6fP49v+ZZvwb/+1//ap/ne7/1eHB8f49u+7duwu7uLF7/4xfjt3/5tnD592qf58R//cVRVha/+6q/G8fExvviLvxi/8Au/4CPNnIS0uUgP6+XmHOfQuPUWjqGrJMGc56A7ZEIDb7/jmE4aI11UXw0uqs6xXpIfTLkLHeDOWGJlYLdtw9JztKbLfTAcDjCoKi89+7WuTBXEGgEYFK5frE/br5H6vCIENn4yD6oKpjB+7SnyB+hk6SaUFxpM9F3XczJlz/+c6SNmPsa/f+27EJxxpB1zbGxm5s85ZDIfRg18UkMrRaMFWZZJv56UKV0bmDZ97cumuU6UlZly0kD2zmyizE8HQP4UwKYBoLdGxZNelrlEE29dEJDG7XYBJIRyGQGq5k3WOWhNpzXqunEHcTDodyxg8px6Een6MwzvwCidhu0tcqr+BsZt5ar4wCSrLAMC5Ah6Dzt+kvP01lEF54/99J3k3tECQ28pMtTv9fIpTVeuXMHOzg5uu30neFhDvQj9O2dyjuAuJWbmw8EAW9vb2BiNOAKObTGdTtnEZNPALNpErbTgzIvU2q+ki+qtQUaDvgnPpuvcurxE9u4CWOcmP10Yg2pQ4dT2Fra3t1FVOsgJD/rxZIqDg0McH4/Ddoek3gKM4jkueQTPzQywIvSbNzmreONyVN1wMMBoOEJRFt5TtHdfpOqXYCIPn1EvkMVkMsVkOvWMyfh7oRPlujEFNkZDjEZDlEUJGPh1O99Gpb1ENsurBegOgIogYhROBw3Kt7GT1zzWsAJ9IRU4V0i597jU/eh2ItjOEXxnZZoRkXvL1XNbj00BGzHV8pKt9eu5wfGKfIUHVYWNjQ1UZZnwEM5XxrEIlOSW+eqagVqHT5ZgTzKgtEbeylbOukFjW3UOtHKiVa0VHiDxKGTJyi/xIQB527IHuZbRZUtWNaiwMRrBGIOmEVN/68vlLMNW2qZpcDw+ZtO8WlJb4BVGA8BvzVLLYdIWay0uPvUU9vb2cNttty2Qe55u+tOz5rEAA3HiyqpbPcQTxGvVToOTfcVFKTHBY0lTtkvoFz1LHOgpVjFXAp8y5c+rARvBjDcFRW1SQF70CAlsUpbu0HDEE4eIMJ3WKKsJBm0V1pcprFXJ3kfp084pNEm9ghbLn3JurDCAiPxaLfxzcTQx4wMZCIhzHiZffG9XKybnulxPvnRCd4UR8un84QAuCVmL1NOUvPFkWbm5i8pR8zyjc1607l15bQVhTHVktGsCn2n2125lOmfFWZRmgXRP6vl5Lgru6nLcBmVy6zyrLXjkP/W7tS4mvYCx5O5N2SY4gZEzHUucf+0RLZYyUmNGb9vya9/uOFwnSvj/NFPUfSL5iWXMH6hByiOdrONh5OoLwHCAEwkp6tsg4zsjpYuFIfIkz7+N7qvJMBDtQpI6p66Cbnqg9tTlQtEt+XdRNinmpLquUQ8qPgLSHX9Zuf3j1sZmThMWn6OS8xw2ZmEsUJBfkw0DiycHHzHnNGxyoOfWgTXukoC6Sxdr+FhoYDVti/HxGHVZRlpJmKyEqixAVIGoAWzX6avjaS3OWgCIChivWaNjiu060onkLVJ3y4KDkuQ1BeCOTX2R4Utrye67vE9rgyARV0y0acP7yJsG5bT2fStxiuHW0YqyQKHW7zxg947CzgDJXY0qY8B9WxZx6EZrLSChFUVIUG1ehE7MglJt8Rmgedq0Spm/HGHlAiLBoiDdR4tKHSkoKbAScLLWRFamsizZZFyWIIIfi+IQ5kGaGQ2n0dp6Ul5qwfK8x7GAwP1EuVDkrWXskCwe4pHWboDC+UGLbStosUjmU0YBc22rm9p7epO/v5ygHC+vuD+jeNSKDNa3BFDr7vfr1Au+k/65wYOxaWrU04qDnwx4/554LVobD+awvUdMJaqcnPSejmG3hSts7wpNYMEyaGbGacYiHKTm8RjknGMWTFyPROkWaZIDFvDakzfTU5rYeV9SidaEPY4Ef6R8rCmgCNofAFOU3juU+01pf533wCBqjEXT8oRunLRNahuIT6+Lzd9R9xOtWsz0NrNW7d+PSPuEidP+iQi2jEPOyp7zsqDIZDl3XPYCtBLsRFs14fhOKRtwQN20aPmHq7vaMrhYFW5o6qvjPFk0xvA8Ql6Ntn5NqPPKYiUBBNaQmwbGwAuavCpIbmdDAZBFQ8Fz21rncS3LPa7hBLCgBwVKAEjmnQjByuSNyOzd4SxRzW1r0UK09sBbNN8iAuCWthgcCy9EBKG3SxZw2rQIINkOzFNn8JgOHzcz2nZSuvmB2s86Uh+Lg3VGHovuWndgRTUYeIAuE61aWaqDeZNCrrI+5F94hxHLhdwgz41GB4eRdhYmGsng0uAcAbUG6TAQWULkTFpjYCx8pQXE5TvBmbLENB5VlyRDwFpYFABsEn5UWGEws8lVEUq43wyMsbC2AJE7LccoBy7VK4tqcDmg8q/GsHaaD2riGKLS1pum8YEbZH06gLUD7JItMcH02BMwxeTGoK6d1NG11nWnXhqQcLeWOTSXZ5RJUgTBnr65KrZzA2jSCQovSCeH5Xxxy+XVJyqY5J44TEkJWiAlkD8HGoAfXxKwCeBxwk5WrffQ9lapTPnR3HLWPL8ebZOtXvKfmvr6z7fCCRStaV07lKIhSobzPPWRElU6X7ZY8UTA8HU0fm+319QXBOl03GqlJvC5eN6tKjLZzQ/Ujjw4XwXlQFuYcT3ltWo5Wi3SqvWT5KaToWiWcf3g/41AWpRWBKAMMIreQC56XEWaN3htW656bRzwWm1aNt/SA9HEkq5KH7eVP0UYgZqsnlnImqnRAz5I4z5aUsocfJEGRWFBxP1OBUV1lf4U4WxZoAjth3NaK2CpQNt2zeqq6TBGzI2tZ4ai/fulEmWS9o51kbCyaO1ixhE+AwP0zKowKEyJksgJOATjDlshp2aZDAM7Mbw+EwDdA8jzfVayj528CteCZsgNXdFRA2SwasnyTwnxpGaTcdj3TJHQKEWSMueKcK6XVOQgDhs5kMH/CYnmmfIRvYbdiRMBmR/wPh6WLIwp/OD3wgFiAUOEVYAjnbVt45fqFqF0XGglJv6TOacUmBXQLQPUnhw+CTDOVB8WInZw4Mg/A5QVR9Rhrbpy5sykAPJwyXYY917FsY3N1l2WIoOFyNXeOPBesJ5RTn3amR/cMZADcBNUAbXTyji1lhb6RKJgDkMyichScAKLJj6F6EKuflGLjPGCB4Ojm/jeIdXdz/RnH8VtcVeEWRCASrgKhTOoQ2viFhNccInCMxmCi/RUFGrtWGnpytqi65HI89FXk1wPoO3GmrJKiOWEioK1ebLcf4pJzhdoKPs1X73rAdB9A3rhp68yfQ96di4tICjMIPIjOpGJo38S3wu57kFaqkt+vhBZTKdTTKYTNHXj84z2VzuQljj+8c6NwgczsW4bVrrk5NtoAnCKb0rEMRR/iSxyMneacOQw4PZ1i8ndkgpxGvq0cP5D1jkAS0Cieay/9314fmKiPyPtCw2dU8JidIsBdZfxRdrtgjl0iNjBajqdcgCUgdOqqxJlU/r12egRt66SlhvWfPsK4zVlyGTN44OvmMaQkNRlbmRgmej+LIldM35dXz3RUkD1g9gUAMJ2iQBwDvwpxPf1Gqj60+Duc1bXWJLncgq/Np+2pSMW95Cahsb45QwYA9ta1KXTROraecHGIU5D1gRLQNO0vIZWAAXJGhu5KG82mL3nSvkm95G952tAziOfxMTJiSJPeRFwECwds0kN3n5utnqINuFLmne+/9W1HqbZNzz6LnbHlK7BfKjNpTGdL72FZPLjz7Au7K4LMLu8BCC1s5d0SeOijQmI+TVnJeBpMzIAf8Ic76yAP1JS6l4UTlC1CBY8AxjjjsctSwfUUIIFQZbhdGRB0fqt5bjhsu2Sj7MUpSGY2aXtAHg3jrN2TiYT3t6FefMsfRVKFA5rgV0TvmjUSygGi9AtBdQZXOzckc6doyREJCAyrWsM6tqZvVlbqiqnVctmf62x9DruMBjL1qvYUSsRNGYqPdKuWMIWhzRTAFDaq++FqBPmMO2+8mV2JdqebJeKzU6OcRjyE95Ei/bISL/k/zVKcLDWoiiUmUJXMwLu0OaYUk0aLpDLEMPBwK9xFbVjTmrfd9/4kkAxBnzEHxXsdGjIeDO9B8luR3YzXEJ59DxblhAyVpHCFLCRI9kiM6WnbrNrviJaAHBXk+WnBHU1Vwr/JlqlhN/k6IJB6PbHPLbBQax35hNCmF4XLthSG4f6LEzgX642HGCMl44K+XOnXInTp6yyG6ela5O6REhrWgljzP4dAvhaE+c287WqqjBwfHgyGXsn3wV1sxikO5dM8l88lFY1rG4poM4RM56FX1kPkVvjaTARrbrgg86rqkTTlrDTRKsm+K1SYl6KIqQvKJGlLDUWNMK/BGVCdhhoreH9zqXE5nbPR1p6D1M0akiaWL9JtQOj0zkptGkQO005YGfPYwaUVLmYb/iI18UKD2gm1NFENUrqyf+mRgpjDKqyRFmFqHgDItghb/HwezF7e4uBUkIVyjq6hGGUo/r6JPgo30TwmU1BKmOzoA3bapRwZgqDghxjlRmROD7o5YC01GWE2qujxVt+LcpcbdoeihTuRPv2P/NaeWR9chc8B3C+CWVZOmcrC7LB2mJggiCnxgY/rcdCAojGuG1ctuPYZZwmQUYOywBbu0RQhVFShitTjvR19QXAzmVtvO/ZGPglxrIsURbsoEmGXAQ1eJAeDYcwxuDo8Ah13WAeF5lJGqCljZk/v169Nn1fBeUUhuTa8t3LzLCeTlE7D3DZ8iDSHDWtEgpMMM84EBI9sAD4RwGAtHbd35x8E8PqT3DK0h7F8mTlA3Lk1DVfZ4+pMqkkuZrYqfSppVtpn3tQnFa8Xqzy0ubXhE1krqq6Ou0RXsvt9o6WP/r6ru+XNEmEsKqsMMU0ktB7+1HWtAEURCjBgWc4PzXDga5FwWd5gpHpKmYta05NYVCi9EyZmS6fvw1rYJ11Q8z58/r8+oHmyamv3/Ky6JwWXXWDu0A7C59nF6ckWO3f4C1oQRAWc7b1SZ3gpUzHIsjpvcx6FIgDmA7+4wOcyEE0hse1KAjayapQa9KWrFu6U6AHJ7Sa4HwZ8ndx+wG/tFhVFcqy8oCttzeWRYmN0QiDwQDj4zGOjo8c/8tb57I9nXkP8Xww0ivRf4oLrIRuDaBW/KXjuKCv5flQL5H/hwcZER+3Np5M/GEdEq2MHcusYuiinSjABniyFIY39C8B1rPaHRiA1ji5vKaFn3g8YbpMRGvEUd7qnjafR+BsZHKHB8mHDYWfgDqP3qZIJ6eVCAW7ZpIzn7NCKezGA13UHLkeKOdP0LQtisZFb4JyzDKJFoM+fSfkpYMx8FYtACiCBSCnTScgLd/mD1epDfnIVKYGSA5mcEyZBQU255vC8q44Q5l2zCn5ao1TvZS+t4Wfmv3ADSRl9OvJyN7xl1Wf6/VZDUgG4sUdb/8rSlYkCOxH4YVc5buQrmlrR08Baisx8GW++wqFShj1MsiStyiGZRgpE94xrLUtWhtM6gLiEv2wcgqRbHmcOp8RY4CNjRE2NjbQNA0Ojw55XbszW+eR5mvuHwMvWPRp1YHdrWaA3RpAnaMlQXkesXLitGp3OHpZlqhMhaLgyD+8f8+6B+TDaTUuEzIGsAQr5iJxX0YAayAe9Pn2LMDCiTiwgGn9unrWpzTbV32MIwVu4+vqP2FQVCYaxDp8YLYFTnGYNfDDNg4EYYTIgXW/8BHDH3nwlX+I+CjWtlXbrCx7nk6m04jxBUGgH66lXt4MLeFFixD0BWkWyk9BCzQGqXdtV8ziMjnD1lrABYUpirCtpTB8vjgAoAVsYb2Wlh9JubZRfHlZoTeXa98SwAKkhcMlnpqfJPtqT17PbNaqDP6aH09yRbTkANKJHwhJ6FvyXtkGfNJcVVUgAprCBUNRntNh+1TyhgjhHGc3/tOtVjJ2ZC08iHiJSmsAoPDbE7nuLsyuHOgBd6hGEXx/eDtsCCAk22TJWgyHQ2xtbaIwBfaPj3F8fOxM+6HI2GaX6dfMOw6wPedPLBjp5Dwh3aJAnUMed21BAM8l8WBtLSaTCQbREZgVqkHrHcvSB0mDtb/s1q7F6acIYBcmr9Qd8cDSTVEOFt1Ks6c0O2G503AiidDlsxDDXIw9SRvKogDJmlm2bi7Cl68IdTi60f8aowQY8pp1KVG3RBpO2gZ1PV6b5U+J0lTXta+XJY7yVNdNOCXMadtzzdNOeJB1Y3lHMAaFNlWCTQJyklrM7kIjTG9QhTgtubI5IhOb373XN9jLFnKWfAsQ1IEqiR0qP02Sukm9slMtn0MMR7lvC1Ke08574IYgP8Q7YK2+6E+Px+L5TT7ugM+TCGRFsAvXLfGeZ1nKKZsKRLW3vuitklITohA3XIN0EMa7jZHrJplePsKi0/ZhuO4SdEWEDVnvlXoOqoEDac64dbtu2rZBWVU4dWobw8EAh0fH2N/f92GF03Gco+4MQ+AVxk/V/r85+Z+EblGg7qMFUbpDekIwoDRNg8lkgrKqMCjC8YvtoIWd1t3hkqxJeu9ba30gEJ4IwfHIRxhzDN03AYC3H0HJeTKS1HVWmsQc5oIHpOFA0TP4FhqRAl3Bi53cwSTGwJ3hXYL8REJHiwpFZWaBYfAKWnuqVVtYAkqKTwzKA3bontA3/IUPHAnbP6xzcLEUv8eZXaK1U4+A7A1L7vxqn0YYscgnxsRnMRjv9tULet3ywYwQ3B5Y45zujPey1Zo1hwOXw2WCILlIW0mn6AgSJnTwLDopx1sQpFdklcwXvwJyr6uTYWRocf95AKIg4OsHJAwvRZedz0LVYFAw8MkRtW3ToHbCexx61s0pG5zH9DYq7gCeRHo3RCQMGwRhgQB2wm5gbRGWkiSiI8ELkqYonKm78gd2cJ2cN3hdoygKnD69jc2NDUynNfavXMF0OvH91In9nbDNlFJRMaw/z/hLeMsq6BYAavUmZjCGcFs4Y3/awGzziXjCWEymUwwGA++dWJQsCXJUnSbzuFIXFVP1k48MTOH2DhayliMDY5b2Ar/exDzMqOqTO82pdYMfAfwDKmTb2VmfnjHoxQLgwVryMC7Sl5XtIn19kpStmLEwiWB2k/YxCAKEwqSHoqhaZsy74d2ECW6VdM8R6DiPmijkmPRxN/90bIkzmZz+YyIHu6A5UQg0IX8m3Jd3OZMCdwcAWHBEMjIGBdyZ4EURa9ZAqI+vQ6ac5FKcahYbpLkpFqNYiJv3nJnxa3lK2fmKsk0oHrVhGSxcUiZisCAfBL8YoGR4Mii3fFaBMyk37nhY7T/CWbgwpG3LPiBwY1AtoXjTNRDK1RY9PU5FkybZ0kUdDV4CohSF8QcelWWh6k/+OFtjDE6d2sb21hastTg4OMDBwUF0ktasHo1I+In/HpJGsGy6UK2fOYnzZ45uAaAG8ig9C5DzzGgxXZu8Rmrb1juWydnJVVVhINJoxwQuxcdM2rufEWBadsIgKnyevraKkYeWBOc5cRpr1fYFwQ2RkEvZqpXpkm7uJ6N0zvBBJgWapgcAktfRWfOWWSS/5TnXcmstxyb3WmkA8kXrK044gIQRNTBmADlWj88fj6dlcOxxFVLDTZhcWZYYDYcYjkY+oAqJ9g4R0LqWkcDQKKT1xWTalbw/gts37eaAtbKWz4Kg7K+GAVAoT1kKOlKafzpDcpbv6FXKe8susi/I4jQH1ZcWem4x6iS96ilwlRl4fIkBT3wfIBYSy8F2gqDID2ohlyAOna3fUlooZ0+xtgECik0A6ShYDnjsShWTcRtV3lebvKVKA6PmVyH6WYjiB1FLKBwXCxC2tjexvb0FYwyOj8fY29vjLZGefy423/tMLV4RcH9e0zfuEaPSScPXa9Qnp0iOV2DdYSKqj5ftbnIacV1PMZm6teoBb9AfDCofyk68M6MyCMh5X8sQ5rXN1jNamVhBYUokQcBN3sKf7JQydO2NrMuexQL1hM/cmPFkN3lRlCgKiiR4botMkJxGkH7yE5RmQAQLwBYGBrwX2kc0o/wkznq22tYvPYhlQLaJUB20ap+vMFBfEUhrUJalD6JSDSqU7iQtAlAUFUzFQNlaDk8bApWEv1LMkYaZnXcSIhOXOKvzCR6sCc4cbtRZ5g6w/RoinHdvj4BLOmPJIofDqn7Ljpc40dWKj7OfnJ+vyXyb9eDVgHTwU8hZfGQMl25/vlhCROCT9GEMOfC1HOObnQtFcC7VwRxW/TlQFcdHxXc4+1TAVHdToZWC05rfV626SYRSDq7CSzPweXOUMutOwNrc2MCp7VMoixKT6RR7e3sYTyZ5oXUZipQA7nv5TzFXeHhOwXpFdEsCNTAblFO6mldNljAZT9y6CofOq4oSNByAiA9skIAUnUKN+kxukvNGak2rtGsnCcsYSjQ4gCdYQQQLC2NDRC+iMAHSZ5ZoLbyGlDMBJxo/qRdQFEBVlmxGzkqhfbURQJ1VJ2cxaMVhzkTMTdbdpKt1MBd5R03TAAYoi1CPSGNw78prnRQzT7h8+ezfAQO0cjb0E9xpD4PBAMPhEGVZ4sqVK5hMJlG5YoovBEgLC9gC4paX13tN9KG7SBioJX3iWRCAJGCFtSaAe7ebu8JiVF4M8MuNL9P7wNLj1HS+LPlc98K1B+lA+t2GeRt4CEfqIh9mMzc5RNAzhlhpaBovdBYlO2yRtaipDadpEXsqFEpYzC3x+DJ1scr3QsYaKZO0nOIl2x9dJaG3bfn2wgkQzjI4Gg1x6tQppwARDvbF5G1XoNEqT+/Uzg0kv2Owlvqugm4hoI61Z3dFaZ/klYCctp3P0sx9E2xaajCdTFCVJYqhcaZTZtgwBm3TOm0o9zSQc+7ymiMZFzjAsMOR/BV6gCFipIVafwQC4ATzWeggLyc45qwlRb8uKkW4fd6pjCGAnTZBa6YgrnNZFCGykC4oWhs16hJl+gbRe5OvrW1RWBdGEXKyVZPdx828JmwRAcGvS4t3PKAOqdfHAbq1Qt2PVVliMBhiOBz49cDA7JykbngdbjAYYDQaYXNrE6PRCKYo8NSFC9H7EiZEsqYMA1MAhTXsqz3HwSwr8WsmKsIWQQE3AmNOs07s3PnSMxLkLEo05k6RC2TRm+1VP7Ss1GB6+mSBIjMNJ39dC4RO4zYGpTZDJ49rcCydYE1uPlSmwnA4BIjHtnGRwMRpUvwpPFiriqZCqtKffQK/HKTSFAWvPRdeCBZnU9GkQ7114CYAGA4HOH3qFM8TAMeTI1ze20Pt9kwHa0Km53Nya6ooq2tulmX/C+lNlNms2BDL0C0E1AuQm0nphJo5wXKMK3o3LP/ygR0Df7hDWRSgqoIxBRrToG7kcAfOyk9ExdvyTMDJ1+JIIs5lJOsnAQh0BY1MNhd7GwQ/USREHwFOAND8NXBiz0KF74qw4xxKJKCGPxpPOZxwOYBR1gR2GilQSKhL12iuR+yQ5WUkA8QBzxU6JmhNlveNC8tkTbn1ARK0ac1qz1bXlgLqPtzh9m3j8/ACj6pBWRYYDIYYjYYhCA4c8/H9we+iLEveJSBAvbmJzc1NHB8fe3kk9ALBwp18hbATIAhEGSsNwjuYRdKvxq9HB+CWdskLCEUogVeKSt4IdNoF+Zfp+X5SWoZxdhj2idOZzrd5gD2zyIDSkeUmErIRAE7OedcWHjnApjAcc9sYDic8HA5QVQOeE9OJWoPm/EoXXMQ435hocRYi4AahNS9Dkz+KUqxMQZtWgChj2bVJVBkDsGNZVeL0qVPY2uJ16bpusHv5MsbjseoP6acF+jkHtPJvQOrun9Q3yWY1EM20BuqZZKA17ZQoSdpLBLSWMJGIZc5ru3THyxTDAYzhQCmtA2v9LEn8216wVmlFYpVnpBnoArZBrHlrmUOvgUWQJ8xaaV++/areHeHGIX+/ESJI7KYogLb1GnvYS82/FZ/KlRTlp3/LWrPcs7b1x/LxOw7Mz2/HEinEFSNhDAks1bdW1ocpahgf5DHAaDjCYDhQ+5VdnQ2Uo4yLV1xWfvuJmMSLwmD30i7vt+68e/J10UsNBeD3pfc70MwbTOr9Usz0KU1FOn0/YM8up0urZHRdYXXx52ZdXAak06u5dneAIyNsaW2a15AF+Phua3mbJW+tck8lVjOeC4ZPcysKFM5HwsCorU8OyN3pWEVhMHBLNn59WdfZga9cT9sk9Q77vF0o0FJ5evulF/0Mt8w4oYKDtJTY3NjA9vY2r6e3Flf2ruDKlSsuTK/0hs8l7ucUlN1v/T51kj5NOoPt/sI8YWwZusWAOgBv9l7f1DHIoktOj+u7Z0ComwbjyZjN3oY9wQ0ZwBKGwwGnrWt3go3Sy1il9Bpup4AcuVnhJ4fE0wTFA1DUZQN/n/du8/qVPsd5Js+iMGi1NO2q7h2U9OCWbhXdWRzrZOlLulw0fAAevC30dDA+v7j98U8C+ahcxiCAK7nvCBaNjkBAvPe4aQCYNhaKRPs38J79w5FzFCtLduKL6mi8x77fcpJEWarrGpd3d/Gxxw9w5coVfkqboF3veqCOjvUUTYQyYVczndRnztZkjFufD5pZGFv8JbZ+G98nfe/EZ51JslKQxipBenUPao7TeSKThV5OCcKkDduP3DBkXwx20AxjGyoylwiqYcmHiMPkTiZTZ2Vz1SgMClsAJa99b4xY8Gxbi+lk6vIwUjvI3umoKSLcRUBO3ooUopER4onu+AGMj+44HAww2mBrU+VifBMBR0eHuHjpIuqmZn8TtWbfGf49ryfGWz9TPT/yxgOjE2uwTkdZty9OSrcYUHdplmTb0QiBXqY3FzfdBJlOpi5imduLawpYYwHDsWmJCFNbR+udLF9oTSUaKYuxBWHo6jcA7/HLTQzmcmOUU5EJ9+DiP8cALkw5OKdx1cN3D1Q+n/BcJGmTgLVxZvGwFi8V9xot9LzJHcvXRWvrJrE/mQdSrk1MhzoH8gzQGnfIAOJlBWY6bDocDAYoyyp44yuAFWcxCSShDxSQI0CbpsF4fIzj4zGm0ynCtrDYt4D72DnfkEReY8ZSwHm5WwFr9A+U7pDqJBBmWRaFi0plg4e+mMgdUgfATjKcVX7+ia6K2St0zChmGXP3ScDZdL7k6zHr0TkXA0jz+LfEzpFiDfLzGeGYWOOWtiARxOR9+aWnAPDR7gZ3Xfu7lGAL0fb2NjY2Rjg6HqOua14aU8KsFmxlOUl8SazTpGXftGzv8mvgDqi15akoDKrKbWEcDrG9vYW77r4L02nN4UIJmEzGeOqppzhMaCceQ5+CNePtCKuN3qtwGaVL+zmzarGyS7cgUCtVLntPAZe7uihg6yv5V8eTYTxmrbowQz8ZWtvyurFs5iejthAhHIkp+cuiZU9ps9gZ9fwgIi5BQNSINKkAJwJcJy2n2qzS9nK9EkmgShL1oAi5ZwIjQWKCF6YVisv2BCW/CNx3YknwTmB6jU+9+KBds+oobTaFQWkYuGAMqrJy69BlMCMm4BxA2jnPKIA2xsC2LSaTCcbjMaZ1jVa8djMUmTKdD0B4DyasqRdhS00/zUJx/V54K2CBcNxnB6yBDmCHPGLyr60zjvOpRUBUL6afZsyNbPIV8tpVK+JZkLbWC53R8yx5uvmiABkADAe1EeEU3jIiYwnuGMlJ5OwoWu/W1ibOnr0dRVFiMqkz7yCnQbo6u7gR4odTOIsSAO9RLmZvMiz4svd5hY3RCKPRCLedPo1z5+6GKQpMxlMYGLRtg91Ll3Bl/4oSMuD580L6bMK/PAhD8T2tVet0+vmguejmr4RuQaBegPrU7CUoy/qY16NpWozHEx8Qn4MTsMNZUzdcBePn5tyMZ7PZZWocyuQ8g3YroJo6l8hv0bCNys+bZXXGQn5wh7y6pMGavFLtTVpSUdcBvs9yrVMIL2DNpvaMI04E1mqdWp71JnwHvIYZD3uuOu9VZZ0I681lpD2L93jrAfoY9bR2DFj1lxKKTKGEF1V3CTHK9QvvhdcIbGDWJyRL7IhnC+uDT0iGMVgDfgLNEKCE8tDcTd0RBNNoKlLktVduYponEMySPeaRnowynxInx6gct3QVhHt3ywEfxASt/Syo+xedr25CfO2dnR3ctnMbppPaHxephfJIs/bXwqc30RsE5zGnyYt5voBbMy9LNnOPRtgYDXHmzFmcu/suFGWJg/0DFw+csH9lH09fvIi6adxuBwp9kHsdqQashNtwv28EBj6I3nTdp1ZBty5QJ0yEcjfUFSF/Z+baX8/ThnMgAqb1FNW08luSTFGgNAVqiveyeocmaPxQ69UmvpNrxckEPAIpc7P8NupoOm+mSv8S0I9LNv4n3yegcyqYaoczgUuEJZ9bpK3pVuWmBkXaMYg9SCnJUxUa14MQLREIcMvBBEQFjGnQWhs8YmcCNM90IotpXePo6AjjMZsSrWWvdLasaAc0+FjHbKJsvAZrolEB6ONQQ4xmfcTqMiSNNuyk1LaoABjnEEkwzvzu6hiBNWK1WmWX0qIMzaTfdP4mn3Junp2kC2rhfdd6byxBiRwimjQ558V03PplKT9YwtGl/FOZmE0BY1oPrrzrQZatXOx5WA58UpSoBpUD6tuwubHJU1YBLfMGvXSUzlMRAjhYTmFKd9Z1CKZCYEdFCaU7HA4xGg4xGo1w55134q5n3YmmbdFawnTK59hPxmN88sIFjCcTWNt6YbQzxGZIiV2QTrVpxH+ht/tBfTWaU0S3LlDLC1nABD4zj0VYX0YDtu6ErbIqYQYDNjFJeFEX3KIoCpBRkqh7ti9Qf1pcll8kWulybXGA6rZUdZzEDDy49A9UzcaNqovWwBKhQ8C6E3FV8orXxtMcRCBgXKZYS/aTTSarcd6tbMYGQvhQ/ydrbL7+fEDHZDJFVVaoKuPN2rIGXTh/BGkjB5moUU+nHLhBtGQXytMQuRDKJsiExB69pDVuY1C6ehKJMxwLNiEwBTsGQvXDsiRPtS23vXRnnEh/MXjA1V0/l4yrWQzsJBW7Wo54NY9fK+09EQj1dsHIkc9XwziWFZam/H5/P9/5ucIYoOQx1bozpC0R4N6rt4K5uVFWvK+6LApsbG66ff5DbG1v4fDwENMp73zwGr6YnhHALVjAwngxUPPK1UtM3UO3Hj0ajXDHHXfgzJkzuLR7GadPnfbHzdZ1jQtPPYWDwwMf1pR0Qb3UEfWy3wMwG4FlfzPWysNnXgtfDd30QC1d3Pvu3EjK6tFzA56gw4NyWmyXmKM1TYPJeBIOZHARqVpr0dQ1jGFzausC56cnNUlWqVadFeg6mmp4PHxZZGA5zRpBywx7pgHthBbWenQ1Qh09OMs9Cow91nIEbFoXFrFTo46BQ/pAyglmuOQte4UxrOkVRYHNzQ1Ug4GvnjY7Nq07h1e884kZkLUtpvXUeXy7fdNV6WNnW/de67pG2/A2MQNgMKg8IE+n3H/VYBCdEMTOWy1sIwyVXF0Nbj+zAyJg/8qVqE5yuppoVqK5mBSsF7UXixCQOLcJMxOQpsTPIxsbPM1YEmcuXzOaJU/OeuxaATTQBWmnrfqgOsgIWg5QiKPTuHfO1hwR8r3WqgLkWHdCFVmCNbZrJFSAb4kFUWNKXL58GU3dwJjCH4hBWopWpnbfVZFzqnEg7Q798Jo0xxAYDAYYDYc4ffo0Njc38eSTn8RwMABgMJ6M0TQNdncv4dLuJTZ5R5VOe0erBFEVo/tBi5YfBn6AKND2+XXSd4qUt7gSuumBWuhkYD3vwW6CeQqDUd+JCNN6inJaohiNUDgHo+FwyNsu2tYfjl7DcLQdomggZHRHALEHtMklTetr8s3sa0+nZNH4SWvYxjMOzksfENItNALvZNOwaOtA2wVbE8c+jr5pTRoUMSIpxkg9xAnKxNHHdH2LssDAGLctJNYgAHjGONoYoaoqZkotOxAeHR2xyVppEcPhAMMBaw8bGyMcHBygaVp2TCuryGHIMzZVKQODU6dOoW4aHB4c8D5xt2OGCuvM8tweAmAErCFsZB7qxPeZ6cNr9SxIUCLXGug15NwInVVGfHkRLWkVNLsfcvw4+5zp+7FAA3IgbYNFLbf1KdL0YCJBWdab/SlYjs+Rs3jxT+VLQpKH8WytbS2m0xrWtvjLv/j/+YA9MGCfmqZB2/DBFwbw6+HRVkLHWwW8xTIkY7k0Eqmxwmg4xNY2nyVdlhUuXtxFU9e461nPwtHRIZq6wcHBAS489RSm9TSYvJXFccbbyb8yE1+Ozd2iUcP3WT8jvXYS3C0D1HMpC9YaVvuem307pVTvZS9wdiwbqjUaOxxgMp4w094YYWBMWBNNc+y4Xcd6/WJa/qLDbH4qvY/apPUT6Z9czUQyjTIIWrIuT8xmbZtqxrEIlGJ2SEtRUoI4YMXCgTZph3W4OM+CKwSIN7cRB5gKd9x5J7a2tnFwsI/DwyMc7B9gPBlzEJTBADDK0xW833XD7REla3Fl/8CfKEYNa0llQWhM2G8qTLBpGly+vIfaaeq2tb6PQS6gjtNshFFaaVsi0PVR+sb9Gr1b2zSz5kByr5vXvEeESa4YsBfkqUtpz70gvQxpTZp8QJ48SKflhfsSv94fV0m8ZcvHH/ACrMQTcNf9cgsL1fJ8EMF4zDRNw5YhdQ+InSd5notgaLxc3rq4+4CcRMfnYI+GI9z5rDtx5vYz2N3dxd7eHiaTKc7fc46XlsYTTCZjXLhwAcfHx8HL2/cczR8fEavUvigivIjWrP4SwA5+AHHvR5RRHK6GbhGgXhBNg3KwXPd2bEazSeu9RLzF4Hh87LU1YwyH8RtY1E2Dpm5QDdgsJGasTo6LBEJZRIEKjepeWYr30OwuETCZlQMhrK36OrhALIpxsZFBSdTRIxkG719ArkPCHmvOu9sIsRSw80vptYE77rgDZ8+exeXLl/HYX/0VO4lNJiBrvaUEJnbwsu50LGOA1mngRWH8yWq2tS7esUFZlGhMCFdqXFz0i09fDNoL9KEaob5hT2wBY3ltkhYc651eIqgTtzKndXEtwpUZhfSNgMzo4ywWdE6bmeeCgDp/vJvMr3ktml1hGcXeG9pr07PrwSwoCJjiS5HbwqVfhwgELBMbL3TKUpal1o91Y4oYpG2rNHkXS8B5bLuKBKHdCd3k93OTX9obDYc4dfoUnv+85+HOZz0Lu5d2cXQ0xng8wcZohJ3bbsP+wQGmdY2LFy9h78oemlaZvBflvSZ5R2pAaJN3WJ/2V9TDAaXz4wlLjclF6dYAaq8tLSBunbSX3cCOn18E2Ris67rG+HiMYnvLbfPh9Wph5DDwR2TW0xqtVUwQwsZMzC2TuhB6sKnbmLlMyuQS9Cg9S8kH6bMUM0xZf9NhCEWLniXEzi3fVzKAHDO4RL9zDGlra4v9CdoWhSnwrGfdibN3nMV0WmNjYwPWEsbjCZqmhsx82fZSGAOTRGTifLjcoigxraeomwbGAFVVOSe1Eq0tg1ORM2NbA0icch7q5NYVWYuSiE9cd4DXq8lrVScd9eQFRJrfwYvh1AJZ6IJCufN4dX4891T6BIO11ySazZySbwi8wymF8ZYpYFbHhfVSnVa0ZPEXkXCdDKKNbMEiZbIWTdg5e4W6sWGbHTplp4P17yMIkoUXQsXD3I8vp8xox9iyLDEajbBz++24776/jttvvx3j4zEuXHgK4/EYIMLdd9+F6XSKyWSC/StX8PTTT6NuaudUmZi85xkcEhXYRF+MAmfxrzELvNJ8As+ZVgTatwZQO9JrpP2JMtrxohqzFwiSaz2UataT6QRFWWJzc8Nv5xkMBphMJphOpxgOh7xPt7Sw1HScpyKUppQ5hRQmiLj5Zsyoc6qpcWnGS9YioXvPT/ePTtP36d+NVgAyUm9RiCZNITJT0k5VetKAUHevCfhwnsHrVGuongtIe43BxuYmzp8/jyc+8QmcPnUaZ86eBcBOMoPBAPfccw77+/tuqUJpSK0FleQBX1i2sz567XwymaCxtdNuClRlcDqz7vxg3weWQp/4fywKMIPUe2INDEzBjFxrW1choobuyXZ2Opf0Q1dLeixSL7OOx/NJRcbF65K7kmtuTqDlL4LWcnW+gtHHtiRgCTuFlTAGqJsWVoDaGJ+u0EflwvElGK8Zt20SkQ5G7UwwbssVfASy4D1u2OxuZYuW21lRVdje3sbzn/983H777Whbi098/AkcHhyibRrcfvsOtrY2sXd5D+PjY1x46gLG0wnaNgXpxQaT1oC10Gf0N6VKe21apY8FsrwqPd95cnm6dYDaC/785Zrp1id4Ryx1spPOeHyMsiywMRq5QAMVLBGmDqyDh7AJE6FTtstRmKfplieSdBaVZ6jAqYYro1gHAeGjsoNUL0DMyz/KOQP6nnbaSJy+9AxDYAxEBGr02l33jRkDlC5O8ECdAW3cfubSFP4kMRgVgMHqfaFRz4GIsL+/j6oscebMGbckYWFMicIYtEQ4e+Ysbjt9Gpf39nz9jNOqm6ZQgUv4HjvXtCjLihkaOGQpGULRFKABubqXqGt24Gkdw+wuhQCAWyKwBCrE/ChMmNf/G4ILXBHAutvaDC01xntm0iJ5LDUBTTLW04cXrHRHiVp+QpvOF/e1x+KktWm2sDmTdDq/e8oyiaCrl4xki5YEGGHnr8bt1xdh22nFolG7uWDAY6slAtk2nNvuBT9fgzAfAW/p0X3Aa+HJuvRgiLNnz+LsmTOYTqb46GOPY/fSJTRNg7Is8Kxn3eFjDFy8dAmHR4duK5Y25y/QQci9ReEl7rtgtPCj6FnTGRcp26QZv1ZBtw5QA0qanwPDTjyNUi25Dn1Sstbi+OgYRVFgNByhLCsMwEy7bqZom5YPcKhKUN0okDJZs7c4TOX4DWvXHeR1cnQfg3LbsxwYd0x+Bv4MY1K3BKiFCfgKQK5BlWnU2rSeNAkLdfk0nVCbbIYryzKcYDUYeKbltQg1+8iBlsRElpCGUZe6f60lNHWDxx//GF7w116AK1euwFpCWTLDO9g/xJmzZ/HsZz8bx+OxA1LOq7Ut2omsEQfNQ4Qq0WysJX8ONq9Hi+c2X9emUe/wJgNWvRtjChRJWi6jRFk6jRzz1kCjrj0BzdMte0QEE/88eZlXTx2nwpMU1ct2PMR607WPPicp+oouVA7qWSKod+22WFmLpmnd2rLxSy2Stih4VwNv4eKAJE0jWwMFpONGy3Set4fZx9g3xlsKRyM+9/qpC0/h0qVLODw4wrSegsjizjvPwsDg8OAQl3Z3sbu7y1uxXOCehfo30ZzjawGkAzgbxRP09xnUzyZXCte3FlArmmsGz06qE+vZCxJPsKZtGKxNgcFwyGA9lAD8hGc96w40bYsLn3wq4wUeqmgcYDMgzxh0GSDXnsVzHxBAM3E5Ri0DBIAUrU76XzTvINVynkasZpD1IhNlBsVoyHmfuiD+ZYXBgNd1y8qd/e0Azmch/4j2QvAmvmCC1InDNWtYM7h8+TIuXbyE22+/nW84AByPxzg42Mcdd96BS7uXcHh4BI5CNmVt2DZxjHE3q2X9uqw4FjgRuTOvW3ey0QSFKbzJPwCHAcDbyRj8ASoIpjUwxoIsm8ut9KHSsoqyALX8DjqmU8wb7f1crP/ZRVBN2GsYV56uvazcqYcfb4Vbopi7IJ77MecZNegCSOffS/YxwAf94H3Xsubs5pozXfvIdxJfnji+PzuClc4fIvhPWO0H4gSBRZYS9BuUsW5UGYOqgoHB3t4e9i7v+dgRliw2Nzdw5swZHOwfYO/yHp6++DQm04k7vlK3eQYHz1UrB9w6faJU+JQmerg/j1AtJWCtZsDeskANzGNErBpGMU+ctniteQXvr65RjMc+CIoc5t42DcZjiVxm0PjdERnNmMIYEzBIwdez+l6wRvdGkkEukik/pntY6csmmMjFzKuCUPoPzeIkv5hHsNcoBgM0znzNa/usEYh5ubUt4rBmmTfY91KNySd3W+U+8YknsL29jYE7prQsS4w2Rti9tIvbd3Zw7u67cXnvMh9bubeH6bQORxMqgBZGaEGoTIUzZ89g7/IeDo+OXRtYGJEgKPF7NN6c2DRsGoRlgYLN+OzpLWJKyWjtTkUKAgFlBvcCPLn31iwxbzFK7TrkxvLSGS1RYv6bMQbD0RBkCZPpNGh1Jq5lysSdKJkqetk2iBDgHbHUOmxaJ00kD7vvuT3FEmDEW2fKQhJ7AZpjuJc+pDERoSjaCLTS9deOLK/5hVeyKeTv5qcxrOFPp1MvaBMRyrLEXXexA9nelSt46uLTOD4ed5zHesmkX/Pvpk+bNh6wTdSWKJc5A/ta4MMtDdTzpd0cWJtuZCeV20leUgxnrkZErEE5yVfMRSBgb++KG9xpaV0VMMXwvKbsjN1ZsHY59gzO2Eweyg9ZRWJoSMaeTnzD9ye5sjL1c0KHP17Tf7JXtAawoC2T50X6zczU6YLa7oSPLtMDAEuAsdbv63zOc5/jPcC3t7dx6eIl7O3tYfvUFpq2xnQyxf7+vtPau8VG19wP70HrrgkjD/2j2Idh55wQhUqFPSULY+NWl6XxWhRKoCEOxBKB9ZwBvYhuvOhzaTHz9DQA+uTTa0oEForPP/seHB0e4cknLyQ1mv3sImnEsmQ9SNu5oGSMChOrflOytORsRi7ON/tsFKZQoXBVOrKwZFC4ACmlrFknWso8+d0nsg4Ii+AVLjsUBHwl6lpZGOzs3IaN0QhPP30RTz/9NIcIteHozRkdqCrWrZpWODxIS0qD7rwXASwriM2pQ/7CVdGtCdSKAQUpcUmwBpDluCegfC7hSMyiKLCx4ZzLBhytqmkaV/PEW9rEefhv6qAGCXbRAWXkNeuFG2EyeWRxWjozeKuGdTWAD5/K1Y86HuvCBLSGEz5S6UC+9a/AaxNDR3sgisBBtqpc2t3FnXfeieFoiJYsNrc2MRwNsbt7CRubI0ynUxwcHGA8HoNAyoTafffi1LZ3eQ/TuvYOZ+yMAxTiyIPQD8ZwXXx616nMBFvYtvDgLqZ2Lqb0mk5Rikmd4o0LvR11UpheRW767Sot+2qmo+n94Wk6rXF0fBxd60wXk17NCfXJwhsFTVhvycoJyRogjXaElHRBJYwVW+JSy6L0seEZREOa1lqgcZqtc2SVNWvhkL2rYTlygoHMUVPIQTN8WyKmyZLPxsYmdm47jcuXL+Ppp5/G3v4VNG0fSPerrymsRv2nQZqnWlab7ojCHclEMbxurdT31WDErQnUWZoP1lmxn+ZeWopi4ZBNQuPxMYrCYDgcec2aJ3IDoF0gJ/5NFKREBj0NhjKsciBGEdADOc18tguab5HmTkktxQTsVtF41VVPkD5hAIA2s2sQOzEF7uYLEs02JOG1wHo6xSeeeAJ/7a+9AHXdoCgMbrvtNjx14ZP4+Mc/jqOjYxweHGI6nbJzlzgACUP2ZwuDGWRZIrAPxcQtoXXAKg5xuu+apo2vgZxTWtCoDYKgZkyBogwOPkTE69U9FqNuBylAyGg13f7M3L9qPibtomhL98LZpiCYI6f1PfmJJ/Px9uX5HiG5l0jBuLKY+B0TvlIp4BjnYyAOYU7dENAxQf3QjSur0juKiQOmn7VufFm4YCQun7IsnfAILBaLotsDRrY/mqCds5DLB8wYYzAYVLht5zZMJlM8/fRF7F6+jGnd9Ji7Z7wD9W96JwLfXoA2OkGU1zyOQum3DGSclG5doNYTdKEOZSkY0GnzAJ6+0KVflrxnwwyoaRocH8t6NTuXVVWIPsSnxy1WCmuzTpPNQiuhG5J0XqYUTNIRivJntwRXB90zYmJ2DKswFlZrC+6fLj4bnydb8kLZ/smONJzRhHrb5v+RAj2QcXGsVe9dvoyLFy9i5/bbUTccSa5pWxxe2kVTN5hMpyAQBlUICiFBIkp/dGXrDycQZt00De95dbPeWj6tiE8gCmvVep1bg5XXqi2nt+AgKD6euTEoSt6mBleudacqRV3QRx3VY066edevgrNFr3mGzN1/eUYjyGmciRnkKsVBl7UD6QBtGS1Q1dIgcsrkIanAWj3Mc4mD6AhgSvxv77QmOOyXTQyKgk3fBnF+C5EITMrpU4KiAOpscxc0pSx5uagoCuzuXsal3V1MnPd3CtJ9ImRmikNf0uDMX12jFUCHtfhkNPRlntQs9zMNpHdSunWBWpPH2+UkxuThWSk6ROpe76MqWx+5zBT+hBkCAVNeX+zupDVxBtGtdIvVVYCYBk9n6pqvWfPDlHzXeyMtCOxczRooKQ3TTzphVgYwZNCiRdu6/aGibRiZLKnwMU9rzLfAiFAi699OC2nbFk984glsbW2hafmAjOm0dl7ebOITZx3WiLmEwWCA23d2sL29hel0irquMRgMUNcNb0mpG79fWhgpA7ozJUb17K5/e626tQrU2ezYlgUKK2dmG5RlAWudZu2FniU11IVoBjrPmiwL5enqbLoyVv+Tc0arCLWUXJxbF6FFNMIwV80ic0ibuFW5fk5oy5UJ+6ObtuHIhq063IaS2UBhLoZTsHL7ZNKRoZbXVDX90bcI41HWx8uyxObGBkajEQ7293Fx9xJvaZT5pSqlm9Ttj86XfnxVgOyFXQHsFNmz2c8ZL4rtrjXqa0YzRHKnTWUZV8wvFy6l92Y0b/jNT6YTPxHLqsJgMATI7e9s41OldBXSq8afKa3AOgKynFbdA99egSXvxBJA2+Qfi6T4pK5eswaMEfFDzMVGTTKE9VXnoQoitG2DprUwNhz1F0x3y2hAuffvhDm1TkywsA74JpMJLly4gOc+9zn45BNPei/bwIDDejA/z0sBR8fHMC5Sk4D4xsYIGxsbOB6PUdd1oiGz2bAsCKZy+RhxbO/WOwRxMdCx0jkP0Vr4XlkWsFQAzhQfBEqKemU5HaubOj9deibRUnMrmTwztKy5rTDZr0uuquQr7HuTwocInL4JSjJIczEQEORfEncgBEPSaflaay3qaY2mFZOytMf5YzjJhutgovziktOaaPyS5yRvcXYzXrAVfsPnvlfY3NzAdDrBpd3LODg8ctuwepzHch0xl5zArj49OCvQjtszq80zqjVbZzsxrYFa0QyIVol4FsVKdPIiV72HSyReC0wmDNabm1soK464BZA/UJ3nWsKoMloWm78VWCNes86axTugGy5EWjUAGPH87lm7TrpInMqCVsh1C9G7ShSF0/5l8iug9ma2tkXTtN7j2YO1SrMkykgNAyOD568wAAprYcGHq+zuXsLZO85g+9QpXLx4qZOFBC7xbMEFNxmPJ6hLDgtqxxO0bQtjeK17Wjeo29b3rXVbtdqyQEkSm1m0gT6vcgbrsjS+LToKGwfFCFt0iEhs+53hFBqTHV7zejFzbYbaE1rgL8/XlN0czSRbxNajiz/RUMGCvKTnQRGkvXjUabBCmE6pxrtrkLpMRGgbtu74Pfw6WwKfnBWBmQiXCtR69Bf+7IK4zFcRMmXOmMKgqlibtpawu7uHKwf7XL8OSC/iM9EnkaWQq4V9E/9OPvuyjYlmjMfVgcAaqIU60nPgCN3udoNZtL+e+3zzhC+rB2DFE9yDdVkE5zK481khptl+hiVAaExQbztgTbO1B2m9Ueqx3hpiIFq1ZJQXh6WWYa0t7JmUwAulPGGKkK+/FhxfqqpC0zRoGuvXuDxgGzEX55jKPIoFEF97YgcvUrP1sb96jK0dUo5jcmIC9FvIfN2V5uHWrE3ToJ5OMRoOsTEaub3zoQ9lLdmWFqWL4YwCaNtuP4vwJn0qWjvIrRfKXutCDm5wjJ3aoNlRolOb8PZMVNaJoXEOaRFBmUYo+uikP6lM1n12dk7RmnL0VGowzjN20TgNADI8p7ygm75SI+V1S/LXvbJgQJbQkBxLmQmPa9w6MrGTYuHAWbzKeXyJEBA/58tO6hPWyp1DpOKDPFcLd3ZBgb0rV3D5yh7qps95LG5791L3Ygq2HYA23TXphcRIZenI1TJa0KPcfDgZrYF6FolE1ucFO8sUrtMAOJFNZAZYH4/HgDHY3Nzkk7aGvGZd18iCdZ4YrIURdzXrAOKhDaYznkVn5jHsBrFMXAW2uf3RUXPFbOc5E69nGRECnGaN0hVAxEc2GriQh/BgbdW2Dh9EwhgYf4aykderOjv/CsIX4wWvqE1EIEMQp6DDgyOUZVimkAx0PPS4uCDKGzBYjkbs4X9wcOC9ub2Z0/0nINtai9I7qAmDSPs5DoHp2Q+5M4+t5fXq0p2DTaUXcvi1B+e8YEdJ2kFLwPLsobDgwwGwr8qIlWX+M24uk++MSqXsnkHa/eP6m7zTZQB85akBD5IUnk2tU03T8HG5jdsrLwDiXqQhA1uEuStOjtrKIsBGmfkfzO+hv7wmDm0Vc9dN8CY/ODjAZdmKKEGAsv3U38X917radJhHus5pRt1cZ46tzNg7qX7WR2ugXohyjhRpigUYxUKJMs8Aglv81RBs2+L4+BgGBhubGyiKEkOnxdV18N6Uvb/9znLkGUPODB5/d2zaSep6PHvtV6qtTeBesQ4svo/CWc1hmwpjRRsFguCtoHyfiEBF0LLLskRZVbB17WeMMCZSa3m+ezvaCZAKFbLlJb0foqyF7TWWCKXz4Pbr9AjBKbqk3oky7Q+HQ2xsbGJ//8BbEljrDqZ/a9kznKQsGShebePyyL1ff9KW4/UE7iK9VMBr1QCfdEQhqBuJUAbf13p4Xg2mpYC/+EPU82u5cpepeiet0V8zQLZovVxCAbwwbwCJ5RCWfZKKeJAWi4u8Vw4/2zatD0HcqYsRIbkIn/64SpfEaAEzYzVRYF24vdoGsg2rjbpJhNzDoyPsHxxgMp1kQXpen8UjsHMjtE3q7ee5tmrJvzKfu9l16uFNH5n7KWivCLDXQL0IySTIgXUQX2OmtWz2yzzgBoq1LY6Pj2CMwWhjhKIsMMQQROTj5pKTmMkHbemWFlaRg8Y8C6zlKR/L2zc8cBbyAEVeEpc1VEmqO0DLviyJF47ZWHBgTYAsn4NrLcFWFhVxRDIyDI5+K1dRMFDb1jMJaadoffImBc9MsjE7XVmfJWKEtOywJfUuqPR10usIUV4zNEFe3tjA1taWO9zDrct7L15OJyDbdfwBxEzHplQRdApE64BicXD5yLGIfm81rALptBeM08p0T6XfZlOaY3pSbHyz52nfziXK7gXpBWB7TpKUF5j0uxee4wTGL6PAzxcDAx9DzIiQqC1Cqg9ctD+xvMmOA4DUc26t2PA/2o9DzqMGgLZp0aBlk3TUiLxQy7Eehtjc2gSIA8RMp3VnrluymE4aHB0dYTKZhHC6c/pT91/6rXtFAbHjL8HkLX2XA2ctdc14ybnqJkLQqszewBqoFyeZSMjxCgG5KGkmA/Rykrkgn2Qq4Nm2LY6OjwAAo5ED6yGfStM0NWvWfh16BlgLxipmTFJdDdaqst4UpzVuCtuX+JrxQEiRWc7lQFKQdKVIvAWKwpnmYcJpVv6PAXtQcXzggggkmibYdGdlX7CVQnSDEc1Jv8YsQoMDJmGEYfnDSecZ25b0oTHWOcLBa7oSQYqLVQ5aLq++916UHJWuKksndHBbWHNRB3F4a4NmPia8Szfu9FYt0WxCfGnlWObMnySHgygtwtfWKNj2QpxilSfkU3n2SNHNXtOimqfJkwuWs0DdZj2oO2QhRh0Q2xu5U+AwhEI5mJmojLhoET/9nmgH/qIhI6mVmKKNBmt38Mu0btC2Leo6nE7n5U5fuviHFNjc3MSZM7ejqgbY3z/AZDL1QoKMFSJC3TQ4PnYgTfNBOt/aWYmCEONFGiOCiW+4+pDvJslnPnlxPxK4w4/1GvUzQjwVeoFYgXD/NNXS7wmKVySg2rYNjo6PQAA23NrmcDgEwJMC1nppO9as8xSUvx4tMwU5UBas/fq9+0fAWp7xTJ8QOY4FszKDtbVGdRczoRCwgX+XVYkC7ng+VzcJJELU+nbNJRJQc5PdAbgP6CL1VYwnlj5EIFGA5dbkmFkySHtznGtXzomG+9UxU81olYNcVfGavAGhqVn74SUCBABQ5ncLC7QiUDhhyJXlterWwFSlMoETgBaW+rRq1860K+cxu6XGfyzKmvhnPCuTydenMC0N1SdF9sgbrI97mMgPANBtNF7Y9rno9nf4QhiOXnNUCKtx3iBeSjFOo/Y7C9rWH6sqyGeCSOGdWTc3N7GzcxtOnz6N4+MxmrpxAB8LhU1d4/j4GJPp1C3PSY11h+mWxN9mvgItRYnAbUKdpeZGJ0/7OluPLlHyI+ge1Lm3CloD9TKkJl3CJ3SCnl/ZzK66SkGzZinVABhtjFBWJZvBAX9QfNCsE61uZv5ekPflsYaJaCxHZmWTAWtpszCjgGte6iTrNFoPdHJ+cgHZU+01X2KTb001JBRiVVZACQ4+6tZy2XxrWVa5yjBBUZNJgbe0VWas+2rd4q4EFNGA6Q+/MNzu6NhLN9kNsVd2U7MTkPN3d8UTXysG2N7cxPbWJjufHR5id+8KpnUTvRuD4EzGAVpc9CnnNEZkQvAWY2Bs4Q7uKNyRmwBsKzu2/DsLgSy61NfdQSNfsNPjXOOL0URMwDp9vkcT7aNZls9c9ToyQFL3mTPegwn/iMqWB5dgGQbu3cgzCrkpTah/ytglOdAlfs8S3cwUwKAaYHNjE8PhEINBheFgiHpa42D/AMfHx7zFEAZVxfPxeDzG8fgY0+mkB6QXaVVPetV/Xks2QaPWXt7+S/RxEikMMTB3LGMrQmmsgXp5SiTkLj8wi2vLev1SZ79klTxYN23QrDc2UFV89OIUcMcfsu7EAypeM44bCIVKLm1Gcu+rDWsAiL3Oo49MRlq7RrxNjM28xjs1ibYozls1uW0dA0KFANYwApIliNpEMFmyl9Ua86z7XLUwYS1ZB1iVKjUeH2J2JstOceKQZi0wnUxweHjIGnTJ510D8NpOUzeomxptO8BwOMDtO7eBCNjd20Pj1udzzRZG7GvqhI3u3uoCRVmidGOH3DOpVt3RpnMX3Y28Rt5jJMxKxHkxOdzrU6cXp/kgfUJBO3rMCa7JklLHIU0Eul7JmhMELDZ+rZmse5+SzBejtFVxuJRlIgo7Jvh89MofoGGKAmfOnMFgUIEsC8di8WmaFpPJEa5c2ce0rmEMMBoNMRwMcXh46Nek0yMr832db2ufPSeAdPgM1gRpdCIAxUjdudxHGpiR+x4pQasB6zVQn4REYltAJZ3FUkKixfKaRQKJWrPWYA2AT6Jxkmy05nqNKIBSj3rhPoOzm4nAOiTlxEWBCKydexSb1NqgjYLAYO1jWRdhraxTgWTiLaJGLdh61kLZFa4sKDBI0mULSIfjKMnybzl16/h4DBhgWLHmQsRnIjdNi2ldY3//EOPxBFV5hc39xHulC8d4uyDq+tr3V/ArIAMF1gXHiTbKsYzIMf3Zq28pzixyo7/nqTNMKZIEyGuCYUz36rqzyeRS9z0/D6yd41Yi3MdSqxPsFYikQE2+YbJ8NKcJhUFlOBASH3xByRbTWAvkD/JWGglSUrkltKIoMB6PAQKqQYXnP/+5uHx5D/Wkdrnx85PJxK1NT1AUBttbW9ja2sTBwSGu7O9jPO6CdG9/9ugP2fZ6gT4Gazgt2hu8hW/rNNnMFxkv3frnhfAFslqA1kB9NZR4fM/SqucC9qrAmgzahtesYRisy6rCAAaYTtGgCWanVY2iBeslW5gCRgeJ1kdj8utxUHNWaeQyGQGlJah1aweQAxAqU3kP6aIo3Pnd3f3cRspYhBtEDYuBvZtCMUH3i5sYMyOvQbvoY7a1mEwmOD4+8idubYxGGA6HKJ1TGa8h8oEbDNoNqqriowmd125hCqBw5stY4HfvwmnVZamcAJ3wYC0f5lEYlKaMHMvgNLQehTnunyTdYqCdUsZupS6lVptu5gtSB6T785DpKkWy0iZjM/OcBmsRTkXAkKcjBU/EOlJX5rsmGQN/6hzBwNgZT8jckZ9uDBTGoHDxCEajIdrW+rm3s3M7mqYFtSwMWsux9SUQ03Q6xXA4xKlT29jcGGFv7wqefvppNoW7te7ZlgHMGQvd9kZ95/FYgbRJ3kviP7IMpWAc81HSt5ZryBxaA/U1o7y0PVMGz/GbJSk4mLU4OjoCCBhtbKCqSgADoHZmcLU5duG16hPWyeeQbPfye5q9dsRgbTRY6wpA9omauD4K121r0ZDbP0186IU4czH4cMoopKiY6CPmv+AbcGCdSvXenOhry3/k26LKchpsC6CuG0ynE4yPx2iaGmVRYHNrE1ubm6iqCgQ+oGU6rV1gEuu24RAqY9jUOBwAYL+FyWSKad2w1p6+DlcuRWAtzeLjMQtr3Zqk06p9rGbpt5giSNUuwu5LL7gvBNpd20CQiXnWxJr1ghQBZK6cJLlRybzgaQLQR/fVZkARSJ2W3Vk+yAqDSZVmNIyFh7gjl+YjbmLJtsLptGYfCQCD4QDDwQCHB4dRnUVIttZie2sTW1sc3vjSxV1cuHABh8dHKr54XKNOizPKTR9pkPae3WBrgAhOXS17UT7W7fjO3FXp+vXr1YD1GqivlmZpwgsjbleSXFjZyObG3sLR1q2NDfYOdgNWwDqYkJOy586SpW9k6uhAjbn+gk8KQw6pBQxFcbTWhr2fYLCWwzCsZe9lOerRxw7vVFBNQNGIZ0k0hCiOt4+K5rKSv2Tau6IsbAvYtkVd15iMJ2iaBmXBkee2t7cwHA49UwwncbGWCwQzdlVV2Nrkdw0YZxo/wNHx2Gk0cRMlspkpDMgU4Z2AzaBt27qtWpUzgfOhHdRa5YfQ95bUD/mSSgtp2ih9vp87Cb2DohvJHry7dZo9yFLgnJU2aG65PPx79mDNlZeIfaYz4bTGByUsivDa21uqNH1vUWlFPLjd84bbRAQfzczAYDgc4LbbbsPGaANt26iARFyWMbzjhAVj4OmnL+LChadwPD5G087TpPMsdBaL8d7bfSDtVev4FemZ3q9NdzSE7mX5qYTQ0OVK+VmRUr0G6lXQLE14EbCec/8kGnYK1gRnBi8rDIc8YGvZZw0Z030st6fOfePcpD/ncLw0L6d5dLRquW28Iusf5N8BrGEtmiZ4PldV5Q6ud2BtrdueZFQ+qjztzeyYpmY23a1U8NzG+PVhm3AgivKTdtuWva2bho8gbJqGw4hubGBjc9MJGhzPmyx5wCzKEpVh721xLptOp7CbGxxWtqqwubGBjdEIu5f3sH9w6JmmtEEcx8iy8x15r0G3d9pamNbCFBymVBzLxPFIH/nZeU9p/6huTlPEEdRnMPRZEqyRBDME50VuLKR1dcsJgJHcV6jtr5r4VoLRncc1SGvdQC8FKdHPzQPyQmau9kFuCo5XhYtORuAlmKIw3qJz5x13YDwee8tUAESDsiiBggW/3d3LeOqpp3A8Gbvx1j1XOtS0043RvTDFRTOO69sFa90nRr2L+YJXXyVy1ev0agLYq6ZifpKYfu/3fg9f8RVfgfPnz8MYg1//9V+P7hMRfuiHfgjnz5/H5uYmvvALvxAf+chHojSTyQSve93rcOedd2J7exuvetWr8LGPfSxKs7u7i9e85jXY2dnBzs4OXvOa1+Dy5ctLN3DVZNTfYqlj6lpOFnurC48xCoXIRG1bjmA2Hh/DWouqrNyWCgEALZGnf/nK5ydYTrswma96N+OcxmXvGagZGvaAyp90g7VomhrTmsGPiDjqEsEdThD2hxrJp4jzkgMKSnc4AUftUqdxac1eAR8Lbu4/I/cRnHYoBBhpnSY9nU7RNM5bdjjgQCdVGW8tAdzBHRWqssSgqjAaDlnjhsHR0TFr0EfHOB5PMJnwYR5bW1vY3trEoJT3HcBWtuF4Rzz1yV7Drd+3Lo5lfFBDoRjmbHEsGk3ZCaQv5sYh/0k5zJD7hkv3hom+dce4vEqliPXkkK9n7AAW7kd56akgQyeZFxpeZFxGLXMP6Sh06Thk6gOMVLhwJRqD4WCAM2dux/b2FkoX+a4wBqdPncI995xjP4+G/SNInMIcjwHYSnfx4iVceOrCQiA9jxQ+6x5IQDr0vX4H2qFMP+vzmoXaFP5miBcxn5XPSKsOfXO1tDRQHx4e4rM/+7Pxtre9LXv/x37sx/DWt74Vb3vb2/CHf/iHOHfuHL7kS74E+/v7Ps2DDz6Id77znXjHO96B97znPTg4OMArX/nKKNzjq1/9ajzyyCP4rd/6LfzWb/0WHnnkEbzmNa85QRNXSxmLFaAHSO6hk0hySZkzXzdlEvmBpsD66NiDdVmVHqxLx7znab6UfBOe3kmjrmmJ168ZOeYUGGNgvwmb6q2LTuNBVpuyPThyLOxpPUXTNgygTmNo2hatX6s3UR1zfwGwHWgXpY/fLfUh5xTGa8KkBAkE4JM9qtbymroD6qbhY0oHgwGGoxHKsvKHjXjzuaupHD5SVRUGwwFGwyGqqkTTtriyf4CLly7jqacv4pNPPY2nn76I4+NjVFWFjU3nr6DW0r1W7S0GIkzAr1Wzxs7Wl7IoOMCMHNYgL8So95t9W8mtHnlwPqUPZYS+nMzYl1vvvbSCcUIN7v35Z8BaA3ZmXnSrHMY4lxuP+ZgSC04GLLwsFhmQCpw6fRpnzp5BWZYYVAOcO3c37vv/7sNzn/scDAYDjI/HaGXckvtrrT+L/emnL+LCU0/heNwFaS2g9lMfp1NjzH3GYB1AWgvGcb/3jMETUMzjYjQPIH2VhSRk6KTiDnigvPOd78RXfuVXAuCXcf78eTz44IN4wxveAIC157vvvhs/+qM/im/5lm/B3t4envWsZ+G//tf/iq/5mq8BAHziE5/Ac5/7XPzmb/4mvvRLvxR/+qd/is/4jM/A7//+7+PFL34xAOD3f//38fmf//n4sz/7M/yNv/E35tbtypUr2NnZwe1nzkTh81ZB+kV3pgDlrsNPlr70fbTQy5mXyA9kZvCbG5vY2Nx0DlZsLm1cuEAvJc/KrqM5pNLvrAmUCjXd3pQRqdfA8qM0dfCQdAFkQp1FEyxA4PVgAvktKGVZKIk8P6mjKmQYkKxJS3ki/PAWsRJl6UDXhm1lqcZalSU2NjYwGo0wHAxQDSqnxZe+vLa17ijPxgs6vMRxzDHBW6sCU8g7H2FjYwMEYDKZuv2sLBhzhLMBhr6sIgEF49JUGA4HfqtW7SwVPrxr982EHpxh41xkjHtBqPNQPGb0GJDpFV6pQWbo9l2YXZee5CYe3EldFyyKQv/lx3OXbzD4kgdH+Wsa66xJCjR1nYwIfoU/ia+pawxHI7zg3nuxvb0FsoQrV/bdSW6Nt06JDX46nWJ39zIu713GtK6dH0gYE6FcCkIJ/OO9HRSbuRHNT6N+ewO3mf3pc17ABt43UmM+FH4HbTp8EjGfuby7i729Pdx2221zy+2jlSLYo48+iieffBIvf/nL/bXRaISXvvSleO973wsAeP/734+6rqM058+fx/333+/TPPzww9jZ2fEgDQCf93mfh52dHZ8mpclkgitXrkR/14pyCmxKV8EHonJWQqlmfXyEo6MjtG2LsiwZFIZDPvHGx8tepGKxjh05KmUboEHbKM1A/pyOkYjEfaJk1/0s1YDD8XwAa7pN24L8Zmw4bbZx3uB8rU/R09d1GYU7Q1oEgcIUkR4lzIrN3FZpqG3QVIk90YfDoXMEC5NdM2nR7AeDyh/Ysbm1ieFo6EGWAK/1kDNTwmnhg6rChvMM57Ck8XGZqeYTm+ljE3jlTeAmaDfhTSCy0QS1G2kP9ymkufcQ+l/nCWWyjgXCjrYb/c6/aV1G7i//vGptitXdJqsnOj2VlQTCmJO2hT+eaylHUn07o3MlXyLC8fExppMpNjc2ce6uu1wYYuD4eIzDw0MP0qJVt02Dw6MjPPX007h0eRfTehpAOqmN98mQ4ufwQ6M/FRgrWI7b2QHnOJ+Q1+yC83xdrEwzfqcy1Io16pU6kz355JMAgLvvvju6fvfdd+Oxxx7zaYbDIc6cOdNJI88/+eSTuOuuuzr533XXXT5NSm95y1vwwz/8w1fdhqsjN/KzyGKQfXs9l+cSJaN+Xh4EH+e7tRbj42MQWWxtbTtTKwPPtJ5yyFGg10lIBiIPfK+z+GqZcBPeu9sEiZrv5CcMS9myzUafctVvfUh0Nwiz5nyMrxcBvLbmJytfZOctAzMYqIMzZhN3uQFUGXprltYkjKsA+5apLVEKFOXkoYELMMHaUOv3geu2SNzvwrAnuwgMk8kE4wmfgy2CR1mVGA44atlgUHkns6qqYA4P+eAEtVbOR3O6yG6uTdL3rbUwLo2pKu9YZmu3xt3XV/KOdKeSvpt+S6kLQPzNjTOJga3PcFZx5fU7y+XTvZdrwQJ3I6w16aX+rKK+oOgbj2MDfaCOCJ4JPnSxWlkWequgxqyYu0+dOoXTp0+jMAbTyRT7+/veeiLOiNZaHB8fY3f3Mg6PDnl7FinnSaVFR3XRgtQsY66As0mv5T5z4Cw/OlDdS732Hsp3K3+Em8Giln5ePa3WJuwoXTfRTKaP0jS59LPy+b7v+z7s7e35v8cff/wENV8t5SbpPAAQmv2CT/j6lWZtiQMUHB4coK6nKAxrc6Mhb7Eo9frjjFrkTFeBPwSTnax5RgMcohQE7VqudXpKgDY1NYu5TzTI7FqYiearrg+R284lpn/4Rs3uSmm80my8ZilatnI64+SyNu3OCHZr5KJNS78LEDdtg7pp/B5V2fse1uJDW8qyxNbmFoYuD6njaDTCltveVRSFM62PcPbM7Th317OwtbXJHrtgL9+2aWHbuH9FzSCr0rhAF2JJ0I58OcoClsnd6Hs6lzhwZs2cvSgYK55JXurXzMqZ7BV5zmSqFmnW3ay6QmqvAKEBSMZYAkR+DVppsW5sylWZh11SmjwBp7a3cfvtt3Pc+KJA27a4cmXfbxdsmsY7Pl7Zu4KnnnoKB4cHaNomzD3HX3xtIv6g52G/WBebtePvWruO0hjVswlw+96aMdb6aiPDP/xWwNwH0qQ/V0Mr1ajPnTsHgDXie+65x1+/cOGC17LPnTvn1jR2I636woUL+IIv+AKf5pOf/GQn/6eeeqqjrQuNRiOMRqOVteWqKCy+pDeQ1w4yQLcMUZgI89NqKZfD/hEI29vb3rlMzN910/hoWbPqxHiVaNaAU7bJa566bTLJZFAHs7doQr26vPuWmTCqbX0CXc4lgwBQ28JMaxhn0pU1uIhtRmCfq1PEQkOkL9GGHAPlPaiyZuiYjWFgF2ZcFAVsY1HXdacteg2ZJEqYMRgMBzh16hSDu7Xgs7x53dsUYa+1MUBVlTi1fTs2Nzfx8U88gcPDI1i3NCJCQFEUHUlezjguWqfJG8OBWCzxPm1goe1aUf8vKr12HlS56lPhlGbdRzHjXjTdbPJv3yS/02KIx380I7jakXKtT7kzRjS7MDdI/WlA9Nc7Amu3tlBpTGHQ1DWqsoS1ExwfH+P4+Bh1U6Ou+W9a1zg4OMD+/gGm9TSsibu8VIvi0nxH5jrTROkiYE6+G5UuuRK9q27fLz/I4r6LgTde76f4c8UgDaxYo7733ntx7tw5PPTQQ/7adDrFu9/9bg/CDzzwAAaDQZTmiSeewIc//GGf5vM///Oxt7eH973vfT7NH/zBH2Bvb8+nufGpZ2CYzB01iFb8fhPSKq04NFlMJ1Mc7B9gPB6DwEEzhipkpd+GMyvnoF53i0QYyOwtqrVeN7QTptLRVoyelKlW4kALId/gyZxZd1XptFZeNw2m0zp4giftobgyQe5Kmh1dMpnrkUZPcR+5Yk3BMcpbF/Nba9XRYRpu7Mja8ebmBk6dOuUi0RlMJlOO8d62aJ1WxNHPpqjrGltbm3jec5+D06dPeRN727ZOs9bvKjB/dmZz1gAwoJeyjczVaRm2mFM8F/pTryFl6LH2lpTlH+oDDpdd9na+NkaPi6ROnWKiPGf3lMl8A5Bo0tqpkuL7ksxbt1TevjPYonNqextE7Gx4eHiEo6NjTKe8bfDo+BhX9vdx6dIlXN7bw6SeJNv6KJkKqUKSfx+6Lhqk/XMJYOvPXNSxANh9vGIB6gg4JwPpDGs4MS2tUR8cHOAv//Iv/e9HH30UjzzyCM6ePYvnPe95ePDBB/HmN78Z9913H+677z68+c1vxtbWFl796lcDAHZ2dvDN3/zN+K7v+i7ccccdOHv2LL77u78bL3rRi/Cyl70MAPDpn/7p+LIv+zL8k3/yT/Cf//N/BgD803/6T/HKV75yIY9vTTn99ZklnhhBLl4lxVpt9558C+dKc1ARi7qe4vCAQWBjtOHNmYUxHEawbQDnrTy79KAz+2+RZg0AFpa6DmVAF+tjpyzRvMlp8UpFUepKPKm4PMlNA6JuCgEoKGiw3tlKa9ZE6lzqXONn9X/UKF8XaZdsj5K2GHAQCVuw1+50OvGaLiy33VT8foRZWmtRGINT21tomsatLTYYj8cwmxuw1qJpLaZ1jePxGPv7B6iqAUajIU6dOoXJdIrptPZg7atbloDX6DjqWmtbFE2BAuwxzDHI1RavXqvSisl1o59V6hjVsJ7b/+hyTMH0/9LKW1Yaz+cWw0FyJ/rwYlwMACkaOIFZ5Oaw3U5uKlHGuPPMyxFuv/12nD59GkTsszGZTDEejzEeT3BweIijo0Mcj8eYTiccg8CtR897wzO7IeomrREn27E8YMefADpgnYL0/EokfDjTJm090yA8V5NOJaOroKWB+o/+6I/wRV/0Rf73d37ndwIAXvva1+IXfuEX8L3f+704Pj7Gt33bt2F3dxcvfvGL8du//ds4ffq0f+bHf/zHUVUVvvqrvxrHx8f44i/+YvzCL/wCyrL0aX7pl34J3/Ed3+G9w1/1qlf17t1elp558M6A9VKMTQNUSkrT0gOsk0qFXXRMuG4a2MND2NZic3MTZVVhOCx4zXXqTOF2dgADovkM0Ev4YDg3MO4M6m66qOa+w5yJ3DVXm8qkV6OtXXHBPZVioYXXqxmsBwPZx+zA08BNSpEsMqo0KJHmAZgCMITCz9u0c0JoUFDpNX7jzMrWWkwmUxSF8+ouArCbskSpciIXXvS206dQ1zWOjo5xdHzsPMIN6tpFP2tbGCCsjVclQM7kbrnP5FjDgpJwr858L2ZyCZ1aVXz2tzjKiTfxfMoNlr5ZmslPmDbJ+weC+TtJmtWQF6N5j8aa3wKZLTjdZVh5rPUabDy2KbrNViJLQQCUJSpyc21jY4Q777gD29vsUMrvtUVdTzEes9l7f/8AB4d8IhZvvbJ+fC5EczFTA2xXyInN4PqzRwhbAqM7LciCtOIjlF5DPMDyX1dCV7WP+kYm2Ue9s8A+6msC1l7ymgUOyd0UmGbmLzJcntTwn1mLKJ3TcEsXvnJzc4vXrAEfNKSua29mnUWpQ1jOQSydnJETTkaKjdqSXkvSx5pELp/+evM6tewZ5hjXcNeDw5RIBj2ZurSFD1PKB2hMpzUm06nbxx2aWxQFNjc3sLEx8lu+JNgJazisUQtTLQrj9jUP3XnbhLZtOGgK8Xas8XiMi5cuYTqtMRgOIusIOQGnLAuUVYWqrDyYS/cagO/p4CbSLlfHqiwxGFSe0U/V3uruO8h2VM91mnNfp+leXoap9WFmb8kZVdpk7+Ueirm5nsXpOA/gLPfVUo3c11qdsqzwNsDWn7SmO0XG0d1334Xt7S2/R9+2LcZjPv/86PjYrUXvYzKdoHEOhL7shdSdOE1egE806R7LhOYR3nEs1aYzyC1p546HmSAdvqdmb/1dpfbv0lqLK5cvX/U+6nWs72tOM0RnY2LHG4PYoWQOrYIZhZyMH2xt22J8fAxrCZubmxx4o6q85lQLs5fjMnM5kpse3qaNziQlSHtDLkFR7Wefsi2HVMeFc3qN06bCNitmam7L1jwu7m43bQtMgcEQvFfYZV3o+OBzXoCBgBoHO2mtAVAzMJcMxOKcZYk9zznaGNeeStZKy7JENagwGbODD4Nmxcy4bSExy4EKBmz5ICJsbGzg9KnTuLy3h+mUTxSzRC46mmb+vsKAcdHWpDtkcZpvhm5KQKEoLKqKg6IQEcg7Ic42P6O3G828BFCiXcQkZR7NfFRKULLh4pSAcyaD3AIJRQnnD8IUxKM/dzECbCIfGleAmrcCij8Kl76xsYE77jiLjY0NAMYfvnJ8PMbBwSHG42McHR3hyv4BJlMXZcwqAWHJfpqbwsT9FQnsCsgDcGfWp2dkfu1BOnpy5do0cCsCdUYQXER2X5oiRr4MWPNv9D+RUGC0xj0vz6ZDNMciIjAD5EhoZ24dcwCDDRdQo3AHyZsCpjZo6objZffWDNyWGZPJ9z3BmeDD1iMDg/B4VzOLVwsCWHsGrM64hstDDm3ovPP0C5EHaxoQe2STAZkWhLDtaqa+57Uci6ZhbbNtW5RViZE7DetYTrWyhKapMZk4BuROOjMF/w2qAdqKQzWGM6cJde0cmVx63tvsnL3aloWLogCaJrRajTneMmZgWwuUIZa3MQiaGDRMx2Dt16tbFhYkahkRoSUBnNkjee68m5eAdJKwpzp6dKbKvNjMnwXM8a38zcAF+kWTzh0HymLojjVq+Q4Hti6QjhVHQKsAlqmsStx2220YjTZABNTOWez4eOzOk2ZhcP/gABPnxCjl6XXyZaivmzXwyv15IK1N3pH23VmXDnxwJmXMPUuBdO6NXgOkvjWAekEkzih9V1VmFyZng7XUQdaXc7Lg/IGHpRsRA7c6D9pa1NMpb71pW4xGI9b43BauoijmmsIFrMmh6rz99PKUeNG6MzQAxD0o69yxE5px21icNu3X4wQwnKaqM/ISeqZDiMI5uoPK7TfmAz1AYLB0yypatwtSthx4wXuPW8unEW1tbmJzcwPWkgsi0TiGKsFXYjMzAzDvc2+axsftHgwGIOL6DcF7mkGE6bTG4eEhxuMJJtNpOEVMC3RFwUd9utCgo+EQo40RNkYjbG5sYDgagixHq6rrBmLKjxgrHFhbFmp4Xd94rVr31bXRM6Aa5LvfCxQRC80Ou+7F3tE5Z9hmdOzedN2eSK5GGjMCIKd/oBA7vm2dJ77SohVAG/D42BhtYDgcYjqd4uDgAMdHxz7EaNO2OD4+xuHhIaZNDdsGU/fcbV7zO6d7McbkJUA6fAIZPWARHuPmZwqwkQG7B6QpfiD6fa1G+a0B1EId+4b7NPGllWrWEc0Ga5ByMNMM0T+iHdDkW9iRmVJfW9JrWXEgcjKrffSq0WiEajBgc/CwQFGUqCWaWY8pPNKs3efsPlZsz2gjdpwiOI4FrZvr7di016RDTcTz3PheDKFGAXQYExFCIJSKmZ0BH1RhyaAk1ljJhPykLFZIw+EbZVV6kK7cmu5gOFDryojAunDu8KUp3H5lDvd6dHSE8XjM8cmNQdPUaJsGg+EQtrXYvXwZB4eHaJoWEfPwphfjNefRcODDllYVr1ObgveSj7ZGOHVqm0NIHh35Q0P0O5I+Y4/y1q+dexO4A/Ku4Dr//edplmocqdZOqZ6tWS2qJetEJ7YAZPqgyxESrVWWK9yShbbSWBUnnrfgKeex8KrD8ovbfnf58mVvIpc6tJYDIB0fH3MAE2Xq7oL0ghwynX7q2bCjKklk4mtdT+8cSEeq9ew6KV66apCO88+WcmK6tYC6j2ags+7mpQBc8Y4Fb3Q0aUofgVHMFmE9eyEtNVePWYNINFPRjBqMx8yQh9b6U7fYsalAU9Som37tWmvWLrBokI6TLkga7VOQ0Z7q0k8mNoHrfsm0UlpEDqCHoyEGzmxsW95LLfHALZE3Edu2ReMqWDo13ztLgaIIZFImObMwWY4cJodtFCWvA6MoMKgGaAbsfGUAH3fba9aFW3827JA2GAz4JKPxmL8PB6ibBsfHYxjDFg4G1Wbm2C3LwjuByVGnRBwPvZ7WvBZvuH+2t7dQliUODg5QzwPrhtfM5QSmsAfbdvwR8iSMWfLN3E9+devT1aL914UwJz+fUky4puTGVwDpOB6AVabupm289iviKwoD8ZEw7jvAOzvquub2uPHatg0m4wnGk/FSW6/mUQ6k4z6cBcjda4FT9ID0vJezNEirx2aCdJJ99Hs1A2YN1Bk66QBd7rkeoJTBlwNsl8DD51XtVc0/ZzppjB+kllpMphO3BjbCwGtipVufLMKJShntWgZ8aINeb0onY6cy8LYDBdKSZRQZzcDFFw9r1n652iF5AWA4HGFzk/eMF847bDqtMZlMUTcNjD9bmlsiBxGgqsK7IV7LLUriYy8Lo65bBdIcQMYor+oCYNAuSzZDAyilnLZF0zSoypKvike+KTHaGKE9bIJjGTiwyXTqgptkttBFQbpc3fiIQgtjnObtQVWbuo0/GxsGODw8wtQx+vjFgpdIjIVpGr97YDBwZvCWYOGWVXq04hwQLiKDdpJQOopVeQsA86Ja9gyRu/eGn/VdpFBfExO3AmnrfosTogTCEWsCg5oCadWBwRTOc4WcQDieTHh/dHTUqVTnhPwl14nJtWjuIw/SHpT9jSWAWYj012ReJC8jBmm19JDklVpBUjYc+nmtUa+OrqWUPFNxnXGzD7Ad6gi7M8agT/qd1yytdfZfl5EZ1q2buvaeovpM62LAW4WKskbj1q5tRpDoaNwyB5Wpum8tOzDH0HedrWAqjQC4BOHQE7Ms5aQrzmM0HOHU9jYOj3gP6XRa+73j1oM1AW3rgF0KJBRkIRuaOcIXayZF6bR2t6Uq0kJdO/3bNPCHcACGo4lZi6EDPeMCsJjhCLblQxEmk4k/plObKWfvYWbv4Cmm7pmh2wPtnqdSTAJeSxsO+MzrsihweMTlqgPH/L/Wg3ULMzAoywqDgSu2tbCwfk+2FwQzr9pbUU7C6FKwp77FoZ5HMj9mgXfWUpAtUPsvpL8Vs3fadGrultCzok37vfQOnN2D8NKpF37lcgAea1kQnEwnqOs6MnXPacRs6mCy1n7DtXituR+kjX5YL5nl+EMijCL62X0/sRYdHso5jqlEc0E6FbxWQWugXhHNfB8zRe8Zo0tuO+8nD00yiGXiGePW4xYfFel0zMFi5zrBr1vzOlbYAjJwW7jYI5lNn167bm13ogBewJA1ZmNYyxSQiSdpXPHQI6FysTYeR942blmBMSJMSCILYyqcveMs7rnnHCbjKS7vXoYlcken7uPw6MgzM3nOKonbACBrlLTNDFaCiVRl5c2M8oww2LC27tbPDde1qko0oKAxmbCWXpQSTMRiWk9RuDO1CfDOfRIlTO9nTkmCu3C6AQZV5ZUAAX1eB7VonLAxGAxw2+lTOCwLHB2PVd7hBTFYtyhaA2NKf2wn0ACtyzu8jA5FTLtXA4+f6H4L5GOt9z3ZK9H27f2dI3/n6pB8Ic3MFbPvOo1Zb+qWd+HDyFrnTCnCuoUPf1sWJdLDVmVcNu5gDX9SXqJFd+q8ZGP7Qdpkv3dM253vUSZ5kIbprWMeR/tAWj2TAewUpOeUtDJaA/US1KeBro56ZoQC694nfBqh5QdN7okciAuTtcRe4bYN2nU1YIekQcGnODVlyYdEJObwwKM8hwIZA3KOTv4kKnfdKZxRF8X1SiZ2D3eNwBvwJ1LddddduHx5D489+hi3ZTTC5uYmdnZ2sL29jaOjIxyPx96sbx1jBMivZXOmBiURb6kq2dIAA+/gozFTYN5fcsBaOlDmsJys+YgvgP6DOQXrjiAcDAb+hKymbtAUbBYV870IROkbJed5Tk4Towp8dCVZWBPClx4cONN7WaKqnHXAM/jYT8A4QGCzOgsdlQgBoOAJbjLjubPNxjHtRYdz7rU7a5CS0ZK0fQJDfGvheR+9357rue8JSOvQsLEWLZHfXK1EsHLClVemTSg2+BBwPPu6noaQr4nY3qtP9Ek6akjlQbofsLtmby0cxYKSBuzFefA8TboL2AuDdCT8rcptLE+3CFD36Ywnz+0k1Lvepq0rfeq3mxDRfFHOZ0HTVg/M0LLTeTerTfneC5ohNbUzybUY2qHXrsuqcsE+SjRl6Y/JswIKafnuunVcRgDbSH01YOcalK1nnEgmvqzhyVryX/3VYzh79g5snTqFvd3LODw8wng8wWAw4KMit7awtbWJumZz4WQSorS1jtlZawEXI3tQVmE9WjFeoxixPtrTMwN1j8N5soNW07QeoGXtcTgYYmtrGwcHB5hOp9weF9yCfdV8gFY1FkzoCzXUbGtRs7scqCxhWoPWLW94E6uskxcFirL0W8QGwwGAyu1UM35cWLJorYGx7EVeDSoHJ2xliRndjPmRe7FzpObIdK4F3Rng3LkSgXRfBZLvmtkntyl8iQAaoGCaTtamxV9BvLSdXBQsNAT4WAFS13RtWmvR05p3CcwKBZxeNslnSkbf0vUIv3Pfu2bvPpDus2zM5+npe+hq0vJda9R6TXoRkL72dIsA9Q1OqdQeVOR4MDi1JQZr/sfkGEQ6unvXLBehBK4j3kTe25vN4RZDSxgMJCzlwGlilTu9iQEunTg+WwfYrQC1gLaDHdKT3v2TMtLZc9p4OUaY4nRSY/fSLgrD4VPZg51PrmqaxofrHA2HOHVqG0SEvb0r2D88BOrahwQVTcf7DgjDNYCxbDHwDJI0oEgHBEYNBdYMmCXH35Z+KQw2RiM0dY39gwNvHZD8/Hq1Z5DBjNzZFgOAyEaHcfAZxM6L37WpMAWvvRO/58ZtDRqNRk7rJ9e3LDRYWPceC+dcNgABaKgJTlAdym+BiljmInK3AmjjvvfNgDwQ9CXEDC69uBYdrsVAbROAbt12KQDe6RIQfCY/NY27b9QOBGstmprD/07r2p8lroUG3a5ss7KSuuvXbOf0gLSverLjI/oez+s0TVxKP3XgNQHW7Jp0BqRz/bEUG12RfrgG6mtMJ3pPnhkoD29/L2iV0Z1ZgK2fBfxI03VbeOz1CuHhQIvWcgAGa0cYugMfyrLw5tzKrV/X2hyejH5WFBxoGQlgEkCbgSNtRdQVveRvidbXtn77mWiOw8EQtrTeCjCZsNPNdDLBqB7h9p0d3Hvvp+HK/j4ef/xj7ohQ56Am253gmK9R2pJiISyPxRUNmjffMkXBDnxNg8GggrUEY8iHMS2KAltbWxhPOEYzAc7Rzcgg8euYXFKRgE3od+lfYVhW1khVhVvTwpBhT/eCnEey7N+1LnIdHyxiXR+b1vKateH9vMMBg0zdNO45/8ZnKbzq0I0+lU/9MvpOcNaLxjx10+coJ9RkKTKX8j9KaYYHZA3ayrqkQbpxx5K2Vpm5TdhmFQGtB/lQTVnTlrXo2vmKWNmv3wFZXc85faF+ZRIEOO0As/4egLkDyu56XEL+d38TMgqAB+b0e7iveVGnK3qA+3rQGqiBjlS5Krrq7JwW0AVr90HJpPX3FgHsWMTMsT9NzEazorVPINJ92zaYeC1whKEd+GAaVcmBF8qyROm0a3ZMQxas+UuYOH4vtgbslJH2dnzGgGktGgKIptHpbWVZOgEjFirqugYBuNhewv7BAYajDY7b7QBaDrAoCokJztqkeHMXphBn3E6FRUjwTm5U+PuiXZWlBZGAKXusV1WF206f9sIECzW6XwoHksZv5xLBStZBBUTZtA4fpCTULtRRHPAfq3EAABcOSURBVMistbBF4YLhuHVpazEajrxTIZFFawG0LAgMC/YEN0MeTU3TwOqxOGvS+EHaHa29ZvNkrvj3Llp2voDZNEOl6oB0qkWrJY5Uk+b+a8MSkbOQpIfB6LwsBSczIl5OsG2L2gl3dd2wRu7fW45frIiWBumM5swNhrqMeAT2Uw+8ZoA5o0HTDJDuA+7rSGug1pR7E0sM5BXjvMrU5LeAREwob/Y2iqkkrK1Xs7oaEiZi3dnOtm3RDIdsGq0qBr+i9MA9qEofhKFpwvp1yjI9SMtvB9iFMwH7faMJYkdNdM2O8gScyTecwUxwHtvVwK1RD3mdvWm4bk7rnEymODg4xHQycR7elT/HW58yJWu6HMCEgdszH71OjcA8fD+4m6L1E0nEL9cCx8BHoxF2dnZw6dIuM+y0DmUZTsci+PVn48BA0vjAJ84sHczshduSR14rA4xzbCqCZuIAR7btEQq4eC1omxaNMRgM+MSukWu3BGeJR3BHpHL9JcNV6VZJ0tjXWfopzqor/prkM1+LOF90GLzWnGOwVtc0OCtzN7/j1i8jGWcZ8dq0LJtYeFCX/fAS15sD5rTc123r1rVn9yy6syTfYKPTdDp9BkjLWHfXfLKA1P2gPB+k+zhcoovEtxKQ1o/nFIRFKOJZvktXgwproL5Kuibg3FNQ74lAfZo3ELgYiUacycPI/UUG5QytWmVMxjGhlmAnEx8rfGgHoIq8KVyvX9d17TSANooK1ilCPGrA5lXTkgPAANYM3GpFds6LYpOk9VohiDAt2Jt6NBz6KGyilYh5cjLhQBFV5faSS+xvBZR+jb0oGKRFpXZ/0aH3YrsQDcgJaK1zKrPuvOmwfU3aZ7C9veVjOBsEgK6qCpXUzcAx9uCwpoEcgBNYwmiR+9awgxnJBmoQrBUm3Do/OnKCT4OmGWA4GHJseGMAuP3Vsm2tGvh3U9dNxFj7wISkZqZ7L/dcl82T8iszM8rLXNTMHegyeA3ECO8uBmqtQfN7sK1F0zZRVD85mte471VVAjCsbdvWp2/dyVYS4leczrS1ZH7DVCNmEUFF5VV8wMT9HHwi1C8/TlUdcveR3p9d914opeSe+j1Xk07f81wKKVORZ1X4cIsA9bWD0zmwtVry69M5QOZ/esM0ymxwg7ADygIWy6zDLNDwaO26bdEMBxgOWbtmrZpNxsOiQFmUGFRsrqubGk3rooJl60RsAnZtMRYwhhQwstZqjKQFNKPorzqX19oWtmnQuHXpqhp4szbAGqnsE+dtS8Ejm7szgLSWEgSfw+9U+1OT3a1pC2P3Ed/82j3UADQoixI7O7dhWk/R1I0XLqSfvSYtEdfAkdFkKULa5p28lLYn9VFo4+scBecwln0KnJ9CU3AoVCoKoOAtfU3ToDASwrTyDL12Fote07ITVrMuTH0cMj9RvNQ7cwh3ns04GnlTtrvvwTlozjltOnYYC5YkrlRYvy2Mweb2Fs6duxtPfOJJjI+P3ZnfLfuBkFV56Vjfy6+nzrDoZ7slXgrT4JwH6UB5ZzJ9fzHe0n+Dsr8pbiMlYO2+9+e9jG697DOz6RYB6mtLs6WneS8tdz/WsLrab4/27O7PDBLhntfsjpIEfUbBuJ6LiyeiVbS2xWTCmuFwyNoWm4srBxZKw26ch3i0patb23QSClhTBNqyXcWpBBDNIEFtAq8nF3CRyBwjbHh7S1EHMCYKmndRFpHJe3ZfcH/oNVOJRCb10ADAXxkI9VapYP5WDNIAg8EAZ26/HRcvXmIBwq07E7l45Q4YpNwiAemwBh1AmON3O6928Sx37dQOgryXm7ezyZ+sVYuVQM7DbprGH/4xcJo1ANdG6aXM+454eGYE51TqbhY5UTWmPoF3ljYm7yQSsJQg47Rove0teOqLCCcgy/vP77zzDhARLnzyKVy5so/xeIK2bXw/yelsPmzsCQB6qWdmMbtIa07WpnP31bUoy94p1BVqc/Wj5EcXpEWgUul7tejZkH29lLQ1UF9XmvdaExbkteSEZS0M1tFTSTHGM5iIZSVlLk09TWRwAiwBRA2DRt34tUw2z3KYzLIoUAyYUQ3aCk3TBsC2ygtZ5y6Knqu7hA4tDG+JMoUJYT+NCVtboE11jAKFKVA5RTgEhWDwJneco2fQxjme+f3NoROivazQmidARRY9kj6D8G0vGEioR9bYjGunPMCV3tzcxKlT2zg6dCchqehW3rRqiuBclnqeuwpJ33nQ0dV1ZnMN0GJ1EBM6Ea/1j4YcWpYAfpc1n8bW1A2MA6SBM49PJhO2HJBYdxZhhb3qc3w7bmCHZg75dA5qbSyjRWf3QysN2pukjVG1D8sdZVl4YeeTn7yAvct77nzoJkQmU++UVH3idhtf3znNPwHFAKu5V/TdpN/7PL3jXKJfqQCck6FSNVr9KxYNSZddmujJcOawUBVNbAJzn12G1kDdQ3Pk7SVyWcGjObO0B1T+2RlSMnBURLNOe0wYTp0QiwtMjGWJoZMnTUsEW9do2haDusZwOPDhNgtZvzZ6nbV0GraY/LRWqQshB4oOaMmtxZICbDgUJnjtWGvDsRNWDHBcRPheGD7P2RRFqhd02y+mZABw+6F9eUkXE+CXMUgxmmiblwNrTyps6qntUzg+HmM6mfp9tWyFF3AOXukplUUBqkoQVYAxKNR6p6yNhyhllYtGV7ljNwt/fvl0WsOAtfrBwAlhZRmsA84MDsBp1oEdebBOGOjseSkaac8t6NtawEm0ME2pZp2aSyNQlnds1boxBScxd5IaIEJheO/yDPmB22J/fx+XL19G7YKUNGr92VsnvNAWt8rk6q7aMNdpY1HyWrKeO+6aus/3utf7gHgWeMuVDC5HVz04x6/PX+uAdK9W/czTGqgVdaxm2hS5xHOzrp6oHlIHY7pryKIkEpA153ntWZLmBqJxWviMQbpSG49ItsRexJadaQZ14+JJi/NT6TVh40yoVSVH+0m0JtEuVL5SCqkeETAWwPbezG6Tk1e2lS5gjIu2VUZmW3aocvG3nROW5if8Pdaq9dYrAOwEFwrq6aX4bWjmTM5qIMFIOEEYDGVVYnNjA1f292FATuMX7Zl7xVKIrS6gYZQ5HOqeVeZaYfRyXjY8QEEJIgRQiwlNYYm8GdwzdHfAiCVC0zqwdqFGWVMkWNtEQhH3iZEi85QFXS3QxgAdPnIAHSfyz3phUGvNDNDeHO0OVNHbrLjd7Ogoz4tzniXryyCC18ItOa9up5FLGUH7Di1KBb3wozuvTzyd/Rg3MSj3ffpnNFjn70XfegC6jyL9WYO2eo9B2A33rj1IrybHWx6oFxEsU/jrkf1OUHjIuC8X2cLAEjIxyOQA1aUJGlYOsH2O2ckrgkDm6WtITsNuLYim7ui+yptRK7WtqSyDF/PA6vN42+6aXzLxBBgN4EzjTmuGgTUGBRVes5W+cF88MBgXaUvOjgZYE5T93J4yoM91yuttxtdsdq+LGdXx56AYeTwSIOH8Nre2fHxyWZNj4LMgGBQAIGdeK8c3WSJoXbS1gQPPiYvSlnom++1FNqx9W2s50AsIdsKezZVb4vBhUFW7mrZxpnLju0ninJPLsyzYf4Dvm+ykyfcwoZM4p471adZK+4pM3CAPsjrcZ9O03mIABAuNtJiD7AQwj9a2vUCot1yJmdtp67oeQH4u95Bemgnf3CDKMqGMNmuEJzkrjbNQ+ZUl/240GKvf/pqJc19GyzfoWgERg7R+l3Jdf6aC19VQf81Xo+HctEAdBxaw2TQMbPIN6L720MldA1y4cyLSDDaS7GPmq+Nby6TURS/u/tBDPXlAlbUK0O7rYbnKISeNPz6zrBv2DHfatV+7Fo1PTpIyHMijLQoOeQl0vWiVsONjhzvmacmtxYr5sHTgY8kxnwAcBGHO1m+TMgZ+3TzaZqXM58KkeQnZ+HvSJ9a2fk9stnc807aomwaVgJevQzBri6bjqoDRaBi2vFnL5m7pv6ryoCzCh4FbLnDX+IQm4w8I4dCvYW5Za9HIdyLYwnb2ksPwPvlqOvVgLWlkZMvYtpZQT2tMJmNM3XY9DpsKDEdDbGxsuK1KGUEIYd6nI016m9LJllzrALUC6VgrCxYWIiU0NmGbVXj/rm3kIuE1LjSoM4V7sCXy4Ky/e09u174OOC8INGp0Jq3s9kl4KD2Vzl8Gn/eeImZgXn5PhhIkWWQSyTfxQaD0nc3nPakpuwPU0XuD66vQ6vz2teUormf8K8ahk9NNC9QXL14EAFy5fPmZrcia1rSmNa3plqb9/X3s7Oyc+PmbFqjPnj0LAPjoRz96VR10s9CVK1fw3Oc+F48//jhuu+22Z7o6zzit+yOmdX/EtO6PmNb9EdOi/UFE2N/fx/nz56+qvJsWqGVf6M7OznpgKbrtttvW/aFo3R8xrfsjpnV/xLTuj5gW6Y9VKIrF/CRrWtOa1rSmNa3pmaI1UK9pTWta05rWdAPTTQvUo9EIP/iDP4jRaPRMV+WGoHV/xLTuj5jW/RHTuj9iWvdHTNe7Pwytwj99TWta05rWtKY1XRO6aTXqNa1pTWta05puBloD9ZrWtKY1rWlNNzCtgXpNa1rTmta0phuY1kC9pjWtaU1rWtMNTGugXtOa1rSmNa3pBqabFqh/6qd+Cvfeey82NjbwwAMP4H//7//9TFdp5fSWt7wFf/tv/22cPn0ad911F77yK78S//f//t8oDRHhh37oh3D+/Hlsbm7iC7/wC/GRj3wkSjOZTPC6170Od955J7a3t/GqV70KH/vYx65nU64JveUtb4ExBg8++KC/dqv1x8c//nF8wzd8A+644w5sbW3hb/7Nv4n3v//9/v6t1B9N0+AHfuAHcO+992JzcxMveMEL8G/+zb+JDkO5mfvj937v9/AVX/EVOH/+PIwx+PVf//Xo/qravru7i9e85jXY2dnBzs4OXvOa1+DyDXjmwqz+qOsab3jDG/CiF70I29vbOH/+PL7xG78Rn/jEJ6I8rlt/0E1I73jHO2gwGNDP/uzP0p/8yZ/Q61//etre3qbHHnvsma7aSulLv/RL6ed//ufpwx/+MD3yyCP0ile8gp73vOfRwcGBT/MjP/IjdPr0afrVX/1V+tCHPkRf8zVfQ/fccw9duXLFp/nWb/1Wevazn00PPfQQfeADH6Av+qIvos/+7M+mpmmeiWathN73vvfRp33ap9FnfdZn0etf/3p//Vbqj0uXLtHzn/98+sf/+B/TH/zBH9Cjjz5K73rXu+gv//IvfZpbqT/+7b/9t3THHXfQ//gf/4MeffRR+m//7b/RqVOn6Cd+4id8mpu5P37zN3+Tvv/7v59+9Vd/lQDQO9/5zuj+qtr+ZV/2ZXT//ffTe9/7Xnrve99L999/P73yla+8Xs1cmGb1x+XLl+llL3sZ/cqv/Ar92Z/9GT388MP04he/mB544IEoj+vVHzclUP+dv/N36Fu/9Vujay984QvpjW984zNUo+tDFy5cIAD07ne/m4iIrLV07tw5+pEf+RGfZjwe087ODv3Mz/wMEfGAHAwG9I53vMOn+fjHP05FUdBv/dZvXd8GrIj29/fpvvvuo4ceeohe+tKXeqC+1frjDW94A73kJS/pvX+r9ccrXvEK+qZv+qbo2ld91VfRN3zDNxDRrdUfKTCtqu1/8id/QgDo93//932ahx9+mADQn/3Zn13jVp2ccoJLSu973/sIgFf4rmd/3HSm7+l0ive///14+ctfHl1/+ctfjve+973PUK2uD+3t7QEIJ4c9+uijePLJJ6O+GI1GeOlLX+r74v3vfz/quo7SnD9/Hvfff/+nbH/983/+z/GKV7wCL3vZy6Lrt1p//MZv/AY+93M/F//oH/0j3HXXXficz/kc/OzP/qy/f6v1x0te8hL8zu/8Dv78z/8cAPDHf/zHeM973oMv//IvB3Dr9YemVbX94Ycfxs7ODl784hf7NJ/3eZ+HnZ2dT+n+AZi/GmNw++23A7i+/XHTnZ719NNPo21b3H333dH1u+++G08++eQzVKtrT0SE7/zO78RLXvIS3H///QDg25vri8cee8ynGQ6HOHPmTCfNp2J/veMd78AHPvAB/OEf/mHn3q3WH//v//0//PRP/zS+8zu/E//yX/5LvO9978N3fMd3YDQa4Ru/8Rtvuf54wxvegL29PbzwhS9EWZZo2xZvetOb8HVf93UAbr3xoWlVbX/yySdx1113dfK/6667PqX7Zzwe441vfCNe/epX+9Oyrmd/3HRALWSMiX4TUefazUTf/u3fjv/zf/4P3vOe93TunaQvPhX76/HHH8frX/96/PZv/zY2NjZ6090q/WGtxed+7ufizW9+MwDgcz7nc/CRj3wEP/3TP41v/MZv9Olulf74lV/5Fbz97W/HL//yL+MzP/Mz8cgjj+DBBx/E+fPn8drXvtanu1X6I0eraHsu/ady/9R1ja/92q+FtRY/9VM/NTf9teiPm870feedd6Isy460cuHChY60eLPQ6173OvzGb/wGfvd3fxfPec5z/PVz584BwMy+OHfuHKbTKXZ3d3vTfKrQ+9//fly4cAEPPPAAqqpCVVV497vfjf/4H/8jqqry7blV+uOee+7BZ3zGZ0TXPv3TPx0f/ehHAdx64+N7vud78MY3vhFf+7Vfixe96EV4zWteg3/xL/4F3vKWtwC49fpD06rafu7cOXzyk5/s5P/UU099SvZPXdf46q/+ajz66KN46KGHorOnr2d/3HRAPRwO8cADD+Chhx6Krj/00EP4gi/4gmeoVteGiAjf/u3fjl/7tV/D//yf/xP33ntvdP/ee+/FuXPnor6YTqd497vf7fvigQcewGAwiNI88cQT+PCHP/wp119f/MVfjA996EN45JFH/N/nfu7n4uu//uvxyCOP4AUveMEt1R9/9+/+3c52vT//8z/H85//fAC33vg4OjpCUcQsryxLvz3rVusPTatq++d//udjb28P73vf+3yaP/iDP8De3t6nXP8ISP/FX/wF3vWud+GOO+6I7l/X/ljY7exTiGR71s/93M/Rn/zJn9CDDz5I29vb9Fd/9VfPdNVWSv/sn/0z2tnZof/1v/4XPfHEE/7v6OjIp/mRH/kR2tnZoV/7tV+jD33oQ/R1X/d12S0Xz3nOc+hd73oXfeADH6C///f//qfEdpNFSHt9E91a/fG+972PqqqiN73pTfQXf/EX9Eu/9Eu0tbVFb3/7232aW6k/Xvva19Kzn/1svz3r137t1+jOO++k7/3e7/Vpbub+2N/fpw9+8IP0wQ9+kADQW9/6VvrgBz/ovZhX1fYv+7Ivo8/6rM+ihx9+mB5++GF60YtedENuz5rVH3Vd06te9Sp6znOeQ4888kjEXyeTic/jevXHTQnURET/6T/9J3r+859Pw+GQ/tbf+lt+y9LNRACyfz//8z/v01hr6Qd/8Afp3LlzNBqN6O/9vb9HH/rQh6J8jo+P6du//dvp7NmztLm5Sa985Svpox/96HVuzbWhFKhvtf747//9v9P9999Po9GIXvjCF9J/+S//Jbp/K/XHlStX6PWvfz0973nPo42NDXrBC15A3//93x8x3pu5P373d383yy9e+9rXEtHq2n7x4kX6+q//ejp9+jSdPn2avv7rv552d3evUysXp1n98eijj/by19/93d/1eVyv/lifR72mNa1pTWta0w1MN90a9ZrWtKY1rWlNNxOtgXpNa1rTmta0phuY1kC9pjWtaU1rWtMNTGugXtOa1rSmNa3pBqY1UK9pTWta05rWdAPTGqjXtKY1rWlNa7qBaQ3Ua1rTmta0pjXdwLQG6jWtaU1rWtOabmBaA/Wa1rSmNa1pTTcwrYF6TWta05rWtKYbmNZAvaY1rWlNa1rTDUz/f44CcACKVCMMAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# VISUALIZE\n",
    "image_info = random.choice(json_data['images'])\n",
    "image_file_path = image_info['file_name']\n",
    "image = cv2.imread(image_file_path)\n",
    "image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n",
    "# read label\n",
    "image_id = image_info['id']\n",
    "for annotation in json_data['annotations']:\n",
    "    if annotation['image_id'] == image_id:\n",
    "        # print(\"Found annotation\")\n",
    "        bbox = annotation['bbox']\n",
    "        bbox = [int(x) for x in bbox]\n",
    "        bbox = np.array(bbox)\n",
    "        bbox = bbox.astype(np.int32)\n",
    "        category_id = annotation['category_id']\n",
    "        # print(category_id)\n",
    "        # print(bbox)\n",
    "        image = cv2.rectangle(image, (bbox[0], bbox[1]), (bbox[0]+bbox[2], bbox[1]+bbox[3]), (255,0,0), 2)\n",
    "        image = cv2.putText(image, str(category_id), (bbox[0], bbox[1]), cv2.FONT_HERSHEY_SIMPLEX, 3, (0, 0, 255),4)\n",
    "plt.imshow(image)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e48628d71e0574a0",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-02-07T07:32:53.106379836Z",
     "start_time": "2024-02-07T07:32:51.942937807Z"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import json\n",
    "with open(\"jan_test_fisheye_8k_mmyolo.json\", \"w\") as train_file:\n",
    "    json.dump(json_data, train_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "64e08a7fbed94143",
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f96ec0da4d90f168",
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "yt38",
   "language": "python",
   "name": "yt38"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
