{
 "metadata": {
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.1-final"
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  "orig_nbformat": 2,
  "kernelspec": {
   "name": "Python 3.8.1 64-bit",
   "display_name": "Python 3.8.1 64-bit",
   "metadata": {
    "interpreter": {
     "hash": "c7a650d791d0a1d035b66682f8967f04fed3045153a1ba3c3bfeefd2541b18a6"
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 },
 "nbformat": 4,
 "nbformat_minor": 2,
 "cells": [
  {
   "source": [
    "# Correlation Heatmap"
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "<a href=\"https://colab.research.google.com/github/netdata/netdata-community/blob/main/netdata-agent-api/netdata-pandas/correlation_heatmap.ipynb\" target=\"_blank\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "In this notebook we will use the [netdata-pandas](https://github.com/netdata/netdata-pandas) Python package to pull some data from some demo Netdata servers and make some pretty looking correlation heatmaps, because we all love a good heatmap don't we. \n",
    "\n",
    "**Note**: you can click the \"Open in Colab\" button above to open this notebook in [Google Colab](https://colab.research.google.com/notebooks/intro.ipynb#recent=true) where you can just get going with it without having to set up python enviornments or any messy stuff like that."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# if you need to, uncomment below to install netdata-pandas and seaborn packages\n",
    "#!pip install seaborn==0.11.0 netdata-pandas==0.0.27"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "from netdata_pandas.data import get_data"
   ]
  },
  {
   "source": [
    "Lets pull the data from three demo nodes for a subset of charts for the last 15 minutes."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# inputs\n",
    "hosts = ['london.my-netdata.io', 'cdn77.my-netdata.io', 'octopuscs.my-netdata.io']\n",
    "charts = ['system.cpu', 'system.load', 'system.io', 'system.ram', 'system.net', 'system.ip', 'system.processes', 'system.intr', 'system.softnet_stat']\n",
    "before = 0\n",
    "after = -60*15"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "(2700, 30)\n"
     ]
    },
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "                                system.cpu|guest  system.cpu|guest_nice  \\\n",
       "host                time_idx                                              \n",
       "cdn77.my-netdata.io 1603460665               0.0                    0.0   \n",
       "                    1603460666               0.0                    0.0   \n",
       "                    1603460667               0.0                    0.0   \n",
       "                    1603460668               0.0                    0.0   \n",
       "                    1603460669               0.0                    0.0   \n",
       "\n",
       "                                system.cpu|iowait  system.cpu|irq  \\\n",
       "host                time_idx                                        \n",
       "cdn77.my-netdata.io 1603460665           32.82828             0.0   \n",
       "                    1603460666            0.00000             0.0   \n",
       "                    1603460667            0.00000             0.0   \n",
       "                    1603460668            0.00000             0.0   \n",
       "                    1603460669            0.00000             0.0   \n",
       "\n",
       "                                system.cpu|nice  system.cpu|softirq  \\\n",
       "host                time_idx                                          \n",
       "cdn77.my-netdata.io 1603460665              0.0                 0.0   \n",
       "                    1603460666              0.0                 0.0   \n",
       "                    1603460667              0.0                 0.0   \n",
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       "                    1603460669              0.0                 0.0   \n",
       "\n",
       "                                system.cpu|steal  system.cpu|system  \\\n",
       "host                time_idx                                          \n",
       "cdn77.my-netdata.io 1603460665               0.0           2.020202   \n",
       "                    1603460666               0.0           1.507538   \n",
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       "                    1603460668               0.0           1.015228   \n",
       "                    1603460669               0.0           2.000000   \n",
       "\n",
       "                                system.cpu|user  system.intr|interrupts  ...  \\\n",
       "host                time_idx                                             ...   \n",
       "cdn77.my-netdata.io 1603460665         0.505050                339.1384  ...   \n",
       "                    1603460666         2.010050                366.6814  ...   \n",
       "                    1603460667         0.505050                334.6279  ...   \n",
       "                    1603460668         0.507614                307.5347  ...   \n",
       "                    1603460669         1.000000                324.9979  ...   \n",
       "\n",
       "                                system.processes|running  system.ram|buffers  \\\n",
       "host                time_idx                                                   \n",
       "cdn77.my-netdata.io 1603460665                       2.0            244.9961   \n",
       "                    1603460666                       4.0            244.9961   \n",
       "                    1603460667                       1.0            244.9961   \n",
       "                    1603460668                       1.0            244.9961   \n",
       "                    1603460669                       4.0            244.9961   \n",
       "\n",
       "                                system.ram|cached  system.ram|free  \\\n",
       "host                time_idx                                         \n",
       "cdn77.my-netdata.io 1603460665           2650.066         392.9688   \n",
       "                    1603460666           2650.066         389.1836   \n",
       "                    1603460667           2650.070         389.2617   \n",
       "                    1603460668           2650.070         389.2305   \n",
       "                    1603460669           2650.066         388.8750   \n",
       "\n",
       "                                system.ram|used  system.softnet_stat|dropped  \\\n",
       "host                time_idx                                                   \n",
       "cdn77.my-netdata.io 1603460665         677.4180                          0.0   \n",
       "                    1603460666         681.2031                          0.0   \n",
       "                    1603460667         681.1211                          0.0   \n",
       "                    1603460668         681.1523                          0.0   \n",
       "                    1603460669         681.5117                          0.0   \n",
       "\n",
       "                                system.softnet_stat|flow_limit_count  \\\n",
       "host                time_idx                                           \n",
       "cdn77.my-netdata.io 1603460665                                   0.0   \n",
       "                    1603460666                                   0.0   \n",
       "                    1603460667                                   0.0   \n",
       "                    1603460668                                   0.0   \n",
       "                    1603460669                                   0.0   \n",
       "\n",
       "                                system.softnet_stat|processed  \\\n",
       "host                time_idx                                    \n",
       "cdn77.my-netdata.io 1603460665                      185.18660   \n",
       "                    1603460666                      212.22230   \n",
       "                    1603460667                      192.34850   \n",
       "                    1603460668                      163.72629   \n",
       "                    1603460669                      186.40330   \n",
       "\n",
       "                                system.softnet_stat|received_rps  \\\n",
       "host                time_idx                                       \n",
       "cdn77.my-netdata.io 1603460665                               0.0   \n",
       "                    1603460666                               0.0   \n",
       "                    1603460667                               0.0   \n",
       "                    1603460668                               0.0   \n",
       "                    1603460669                               0.0   \n",
       "\n",
       "                                system.softnet_stat|squeezed  \n",
       "host                time_idx                                  \n",
       "cdn77.my-netdata.io 1603460665                           0.0  \n",
       "                    1603460666                           0.0  \n",
       "                    1603460667                           0.0  \n",
       "                    1603460668                           0.0  \n",
       "                    1603460669                           0.0  \n",
       "\n",
       "[5 rows x 30 columns]"
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th></th>\n      <th>system.cpu|guest</th>\n      <th>system.cpu|guest_nice</th>\n      <th>system.cpu|iowait</th>\n      <th>system.cpu|irq</th>\n      <th>system.cpu|nice</th>\n      <th>system.cpu|softirq</th>\n      <th>system.cpu|steal</th>\n      <th>system.cpu|system</th>\n      <th>system.cpu|user</th>\n      <th>system.intr|interrupts</th>\n      <th>...</th>\n      <th>system.processes|running</th>\n      <th>system.ram|buffers</th>\n      <th>system.ram|cached</th>\n      <th>system.ram|free</th>\n      <th>system.ram|used</th>\n      <th>system.softnet_stat|dropped</th>\n      <th>system.softnet_stat|flow_limit_count</th>\n      <th>system.softnet_stat|processed</th>\n      <th>system.softnet_stat|received_rps</th>\n      <th>system.softnet_stat|squeezed</th>\n    </tr>\n    <tr>\n      <th>host</th>\n      <th>time_idx</th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th rowspan=\"5\" valign=\"top\">cdn77.my-netdata.io</th>\n      <th>1603460665</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>32.82828</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>2.020202</td>\n      <td>0.505050</td>\n      <td>339.1384</td>\n      <td>...</td>\n      <td>2.0</td>\n      <td>244.9961</td>\n      <td>2650.066</td>\n      <td>392.9688</td>\n      <td>677.4180</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>185.18660</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1603460666</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.00000</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.507538</td>\n      <td>2.010050</td>\n      <td>366.6814</td>\n      <td>...</td>\n      <td>4.0</td>\n      <td>244.9961</td>\n      <td>2650.066</td>\n      <td>389.1836</td>\n      <td>681.2031</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>212.22230</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1603460667</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.00000</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.515151</td>\n      <td>0.505050</td>\n      <td>334.6279</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>244.9961</td>\n      <td>2650.070</td>\n      <td>389.2617</td>\n      <td>681.1211</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>192.34850</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1603460668</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.00000</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.015228</td>\n      <td>0.507614</td>\n      <td>307.5347</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>244.9961</td>\n      <td>2650.070</td>\n      <td>389.2305</td>\n      <td>681.1523</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>163.72629</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1603460669</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.00000</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>2.000000</td>\n      <td>1.000000</td>\n      <td>324.9979</td>\n      <td>...</td>\n      <td>4.0</td>\n      <td>244.9961</td>\n      <td>2650.066</td>\n      <td>388.8750</td>\n      <td>681.5117</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>186.40330</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 30 columns</p>\n</div>"
     },
     "metadata": {},
     "execution_count": 4
    }
   ],
   "source": [
    "# get the data\n",
    "df = get_data(hosts=hosts, charts=charts, after=after, before=before)\n",
    "print(df.shape)\n",
    "df.head()"
   ]
  },
  {
   "source": [
    "## Heatmaps!"
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "Lets just loop over our dataframe for each host and make our heatmap."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
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xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"748.535156\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"776.318359\" xlink:href=\"#ArialMT-95\"/>\r\n       <use x=\"831.933594\" xlink:href=\"#ArialMT-110\"/>\r\n       <use x=\"887.548828\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"909.765625\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"959.765625\" xlink:href=\"#ArialMT-101\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_3\">\r\n     <g id=\"text_33\">\r\n      <!-- system.cpu|iowait -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(96.461563 66.709453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"553.90625\" xlink:href=\"#ArialMT-111\"/>\r\n       <use x=\"609.521484\" xlink:href=\"#ArialMT-119\"/>\r\n       <use x=\"681.738281\" xlink:href=\"#ArialMT-97\"/>\r\n       <use x=\"737.353516\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"759.570312\" xlink:href=\"#ArialMT-116\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_4\">\r\n     <g id=\"text_34\">\r\n      <!-- system.cpu|irq -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(112.36 83.017453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" 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xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-110\"/>\r\n       <use x=\"587.304688\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"609.521484\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"659.521484\" xlink:href=\"#ArialMT-101\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_6\">\r\n     <g id=\"text_36\">\r\n      <!-- system.cpu|softirq -->\r\n      <g style=\"fill:#262626;\" 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xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"581.689453\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"609.472656\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"665.087891\" xlink:href=\"#ArialMT-97\"/>\r\n       <use x=\"720.703125\" xlink:href=\"#ArialMT-108\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_8\">\r\n     <g id=\"text_38\">\r\n      <!-- system.cpu|system -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(89.748125 148.249453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"581.689453\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"631.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"681.689453\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"709.472656\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"765.087891\" xlink:href=\"#ArialMT-109\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_9\">\r\n     <g id=\"text_39\">\r\n      <!-- system.cpu|user -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(103.187031 164.557453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"587.304688\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"637.304688\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"692.919922\" xlink:href=\"#ArialMT-114\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_10\">\r\n     <g id=\"text_40\">\r\n      <!-- system.intr|interrupts -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(81.18875 180.865453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       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xlink:href=\"#ArialMT-114\"/>\r\n       <use x=\"737.207031\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"792.822266\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"848.4375\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"876.220703\" xlink:href=\"#ArialMT-115\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_11\">\r\n     <g id=\"text_41\">\r\n      <!-- system.io|in -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(125.195625 197.173453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"366.699219\" 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xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"448.291016\" xlink:href=\"#ArialMT-111\"/>\r\n       <use x=\"503.90625\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"559.521484\" xlink:href=\"#ArialMT-116\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_13\">\r\n     <g id=\"text_43\">\r\n      <!-- system.ip|received -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(92.181875 229.789453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"366.699219\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"422.314453\" 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xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"581.689453\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"609.472656\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"665.087891\" xlink:href=\"#ArialMT-97\"/>\r\n       <use x=\"720.703125\" xlink:href=\"#ArialMT-108\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_8\">\r\n     <g id=\"text_38\">\r\n      <!-- system.cpu|system -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(89.748125 148.249453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"581.689453\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"631.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"681.689453\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"709.472656\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"765.087891\" xlink:href=\"#ArialMT-109\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_9\">\r\n     <g id=\"text_39\">\r\n      <!-- system.cpu|user -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(103.187031 164.557453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" 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88w1arZbAwEDeeecdRowYAUB8fDwGg8HSrlevXgBcvXqVuLg4yz4bN24EaNJxEEIIIYR4lEmx/wDJzs7G29sbg8HA5MmTUavVnD9/npMnTwKQl5eHVqtl1apVREZGYjAYCA0NpaSkhOjoaDp16kRGRgZt2rRh5syZLF68mNzcXCIjI0lMTLT0oygK2dnZ+Pj4oNfrWbZsGWvXriUtLa1RTmvWrKG2tpZNmzaxcuVK0tLSaGhoAKB169bk5eUxefJk4uLimjzO+Ph4YmJi2LBhA926dcNkMt2xfXp6Os8++ywGg4G1a9eyYsUKKisr73ocHB0dm5yTEEIIIYQ1smvuBMT/GThwIJMmTeLIkSN4eXmh0+moq6sjPz8frVZLdXU1bm5unD59mrlz57J79240Gg1Dhw69KU5FRQWVlZVMmDDB8tmVK1csr4cMGQKAs7Mzbm5u2Nvb4+LiwuXLlxvltG/fPkJDQ7G1taVjx44UFBRYtoWGhgLXZ/nj4+Opqam56xh/+OEHqqqq8PLyAiAkJITVq1ffcZ89e/ZQV1dHTk4OALW1tXz77bd4eXnd8TgIIYQQQjzqpNh/gPTr14+CggKKioooLCwkNzcXvV5PVFQULVq0IDAwEABfX1/c3d3ZsWMHmZmZFBUVodfrLXHMZjNdu3Zlw4YNAJhMJi5cuGDZrlarLa/t7O78L2BnZ4eNjY3l/YkTJ+jSpUujfc1mMyqVCsCyXt5oNDaKp1Kpbrue3sbGxrLt2rVrN8VeuHAhzz77LAAXLlygXbt2qNXqOx4HIYQQQohHnSzjeYCkpKSQn59PcHAwSUlJlJWV4eLiQufOncnKyrIU+1OmTKG0tJSwsDBiYmIs6+VVKhUmk4kePXpw6dIl9u/fD0BOTg6xsbH3lVP//v0pLCxEURSqq6uJiIiwLOO5Mcu/detWXF1dadeuHY6OjpSXlwOwbdu2RvHatm1Lt27d2LlzJwCffvqpZVv79u1vua+Hhwfr168H4Ny5cwQEBHD69Om7HgchhBBCiEedFPsPEJ1Ox+bNmwkMDGTixIksWLAAAD8/P1xdXXFycgJg/PjxpKenExwczMKFC5k9ezYA3t7eREdHc/bsWVJTU0lOTsbf35/c3FzmzZvX5DxKS0t54403ABgzZgytW7cmICCAsWPHkpiYiIODAwAHDx4kMDCQjz76iOTkZACioqJYt24dwcHB1NXV3TJ+SkoKy5cvJzg4mEOHDtGqVSsAwsPDKS4uxt/fn4MHD9KxY0cAJk6cSF1dHaNGjeK1117j7bffpnv37nc9DjcuShZCCCGEeFTZKHKPwgea0Whk2rRp+Pr6MnLkyOZOx0Kj0bB69Wq6du3apPYGg4GqqiomTZrEsmXLCA0NpVOnTmzZsoVPP/30v3YPfiGEEEKIR4ms2X+AKYqCp6cngwYNYvjw4c2dzi/G2dmZcePGYWdnx2OPPXZPvzoIIYQQQoimk5l9IYQQQgghrJSs2RdCCCGEEMJKSbEvhBBCCCGElZJiXwghhBBCCCslxb4QQgghhBBWSop9IYQQQgghrJQU+0IIIYQQQlgpKfZ/ZQkJCVRVVTV3GrdkMBj+aw+z+k+OQ2pqKp999tkvnJEQQgghhPWTYv9XVlxcjDzK4D87DjExMQwbNuwXzkgIIYQQwvpJsX8XZ86cISIiAq1Wy+jRo0lPTycsLMyy3WAwMGvWLI4ePUpoaCharZbw8HAqKirIyMjg3LlzREdHc/HiRQ4dOkR4eDjBwcGMGzeOyspKAHQ6HfPnz2f06NH4+/uzc+dOXn/9dby9vcnMzGyUU319PdOnT8fHx4dRo0ZRWFgIgEajISUlhaCgIIKCgigrK7PELy4uBuDUqVNoNJpGMb/55hu0Wi2BgYG88847jBgxAoD4+HgMBoOlXa9evQC4evUqcXFxln02btwI0KTjcDs6nY6UlBRefvllRowYwc6dOxvlkJmZiY+PD35+fixcuBCACxcu8Oabb6LVagkJCWHPnj13O61CCCGEEI8EKfbvIjs7G29vbwwGA5MnT0atVnP+/HlOnjwJQF5eHlqtllWrVhEZGYnBYCA0NJSSkhKio6Pp1KkTGRkZtGnThpkzZ7J48WJyc3OJjIwkMTHR0o+iKGRnZ+Pj44Ner2fZsmWsXbuWtLS0RjmtWbOG2tpaNm3axMqVK0lLS6OhoQGA1q1bk5eXx+TJk4mLi2vyOOPj44mJiWHDhg1069YNk8l0x/bp6ek8++yzGAwG1q5dy4oVK6isrLzrcXB0dLxj3GvXrvHxxx+TkJBAamrqTdsOHTrEunXryM7OJj8/n6+//prDhw8zb948QkJCMBgMpKenk5SUxJUrV5o8diGEEEIIa2XX3Ak86AYOHMikSZM4cuQIXl5e6HQ66urqyM/PR6vVUl1djZubG6dPn2bu3Lns3r0bjUbD0KFDb4pTUVFBZWUlEyZMsHz284J0yJAhADg7O+Pm5oa9vT0uLi5cvny5UU779u0jNDQUW1tbOnbsSEFBgWVbaGgocH2WPz4+npqamruO8YcffqCqqgovLy8AQkJCWL169R332bNnD3V1deTk5ABQW1vLt99+i5eX1x2Pw914enoC8Lvf/Y4ffvjhpm379u1j6NChtG3bFsDyq8eePXs4fvw4S5YsAcBoNFJZWckzzzxzT30LIYQQQlgbKfbvol+/fhQUFFBUVERhYSG5ubno9XqioqJo0aIFgYGBAPj6+uLu7s6OHTvIzMykqKgIvV5viWM2m+natSsbNmwAwGQyceHCBct2tVpteW1nd+fTYmdnh42NjeX9iRMn6NKlS6N9zWYzKpUKwLJe3mg0NoqnUqluu57exsbGsu3atWs3xV64cCHPPvsscH0pTbt27VCr1Xc8DnfTsmVLS793G/fZs2ext7fHbDazatUq2rdvD8C5c+fo0KFDk/sUQgghhLBWsoznLlJSUsjPzyc4OJikpCTKyspwcXGhc+fOZGVlWYr9KVOmUFpaSlhYGDExMZb18iqVCpPJRI8ePbh06RL79+8HICcnh9jY2PvKqX///hQWFqIoCtXV1URERFiW8dyY5d+6dSuurq60a9cOR0dHysvLAdi2bVujeG3btqVbt26WNfKffvqpZVv79u1vua+Hhwfr168HrhfXAQEBnD59+q7H4T/x/PPPs3PnTq5evYrRaGTq1KkcPnwYDw8P1q1bB0B5eTn+/v789NNP/1FfQgghhBDWQGb270Kn0zF16lQMBgMqlYoFCxYA4Ofnx5YtW3BycgJg/PjxzJgxg7S0NNRqNbNnzwbA29ub6OhoPvzwQ1JTU5k3bx719fU4ODhYYjVFaWkpS5Ys4YMPPmDMmDHo9XoCAgIASExMxMHBAYCDBw+SnZ2Nvb09ycnJAERFRREfH09OTs5t72qTkpLC9OnT+dvf/kavXr1o1aoVAOHh4UyZMgV/f388PDzo2LEjABMnTmT27NmMGjUKk8nE22+/Tffu3Zt0HLp163YPZ+D/PPvss0RERBAWFobZbGbEiBEMGjQIV1dXkpKS8Pf3t4zlxvEQQgghhHiU2ShyX8h7ZjQamTZtGr6+vowcObK507HQaDSsXr2arl27Nqm9wWCgqqqKSZMmsWzZMkJDQ+nUqRNbtmzh008//a/dg18IIYQQQvw6ZGb/HimKgqenJ4MGDWL48OHNnc4vxtnZmXHjxmFnZ8djjz3GvHnzfpV+pk6dalkW9HMajYaYmJhfpU8hhBBCiEeVzOwLIYQQQghhpeQCXSGEEEIIIayUFPtCCCGEEEJYKSn2hRBCCCGEsFJS7AshhBBCCGGlpNgXQgghhBDCSkmxbwUSEhKoqqpq7jRuyWAwWO7XP2PGDEpLS3+Vfm48yfjQoUMsXLjwV+lDCCGEEOJhI8W+FSguLuZhuIPqvHnz+P3vf/+rxN6wYQMA5eXlVFdX/yp9CCGEEEI8bKTYfwCcOXOGiIgItFoto0ePJj09nbCwMMt2g8HArFmzOHr0KKGhoWi1WsLDw6moqCAjI4Nz584RHR3NxYsXOXToEOHh4QQHBzNu3DgqKysB0Ol0zJ8/n9GjR+Pv78/OnTt5/fXX8fb2JjMzs1FO9fX1TJ8+HR8fH0aNGkVhYSFw/eFXKSkpBAUFERQURFlZmSV+cXExAKdOnUKj0TSK+fM2K1aswM/PD39/f5KTkzGZTIwfP56dO3cC8Ne//pWoqCgAzp07x6hRowB47733CA0NxcfHB51Ox4ULFwDo1asXly9fZsmSJWzfvp309PT/+LwIIYQQQjzspNh/AGRnZ+Pt7Y3BYGDy5Mmo1WrOnz/PyZMnAcjLy0Or1bJq1SoiIyMxGAyEhoZSUlJCdHQ0nTp1IiMjgzZt2jBz5kwWL15Mbm4ukZGRJCYmWvpRFIXs7Gx8fHzQ6/UsW7aMtWvXkpaW1iinNWvWUFtby6ZNm1i5ciVpaWk0NDQA0Lp1a/Ly8pg8eTJxcXH3PN6dO3eyfft2cnJyyM3N5cSJE2RlZeHl5cXevXsB2L9/P8ePH8dkMrF79268vLw4ceIEx48fJysri82bN9OlSxfy8/MtcR977DEmT56MRqNhwoQJ95yXEEIIIYS1sWvuBAQMHDiQSZMmceTIEby8vNDpdNTV1ZGfn49Wq6W6uho3NzdOnz7N3Llz2b17NxqNhqFDh94Up6KigsrKypsK3StXrlheDxkyBABnZ2fc3Nywt7fHxcWFy5cvN8pp3759hIaGYmtrS8eOHSkoKLBsCw0NBa7P8sfHx1NTU3NP4927dy8vvfQS9vb2AISEhJCXl8eMGTOYMGGCJedevXrx9ddfs2vXLnQ6Hb/5zW+Ii4vjk08+4fvvv6ekpITu3bvfU99CCCGEEI8SKfYfAP369aOgoICioiIKCwvJzc1Fr9cTFRVFixYtLBef+vr64u7uzo4dO8jMzKSoqAi9Xm+JYzab6dq1q2X9uslksixzAVCr1ZbXdnZ3PvV2dnbY2NhY3p84cYIuXbo02tdsNqNSqQAs1w0YjcY7xjabzY0+MxqNdOnSBbPZzJYtW3juued44okn2Lt3L19//TXu7u4cPnyYqVOnMnbsWHx8fLC1tX0orlUQQgghhGgusoznAZCSkkJ+fj7BwcEkJSVRVlaGi4sLnTt3Jisry1LsT5kyhdLSUsLCwoiJibGsl1epVJhMJnr06MGlS5fYv38/ADk5OcTGxt5XTv3796ewsBBFUaiuriYiIsKyjOfGLP/WrVtxdXWlXbt2ODo6Ul5eDsC2bdvuGNvDw4OCggLq6uowGo3k5OTg4eEBXP/1IT09nRdeeAEPDw/WrFmDm5sbKpWKffv28cILLxAeHs6TTz5JUVERJpPpptgqlequXzaEEEIIIR4VUuw/AHQ6HZs3byYwMJCJEyeyYMECAPz8/HB1dcXJyQmA8ePHk56eTnBwMAsXLmT27NkAeHt7Ex0dzdmzZ0lNTSU5ORl/f39yc3OZN29ek/MoLS3ljTfeAGDMmDG0bt2agIAAxo4dS2JiIg4ODgAcPHiQwMBAPvroI5KTkwGIiopi3bp1BAcHU1dXd8d+hg4dire3NyEhIbz00ks4OzsTERFhGcu//vUv+vXrR69evbh27ZpluZKfnx9Hjx7F39+fV199lT59+nDq1KmbYvft25evvvqKRYsWNXncQgghhBDWykaRdRAPJKPRyLRp0/D19WXkyJHNnY6FRqNh9erVdO3atUntDQYDVVVVTJo06VfOTAghhBBC/DuZ2X8AKYqCp6cnNjY2DB8+vLnTEUIIIYQQDymZ2RdCCCGEEMJKycy+EEIIIYQQVkqKfSGEEEIIIayUFPtCCCGEEEJYKSn2hRBCCCGEsFJS7AshhBBCCGGlpNgXJCQkUFVV1dxp3JLBYGDp0qUAzJgxg9LS0mbOSAghhBDi4SHFvqC4uJiH4Q6s8+bN4/e//31zpyGEEEII8dCwa+4ExH/uzJkzxMbGUltbi62tLcOGDWPnzp1kZWUB12fHv/rqK8LDw0lKSsJoNNKyZUvmz5/Pli1bOHfuHNHR0axdu5bKykrmz59PXV0djo6OzJkzh27duqHT6ejduzcHDhygvr6e2NhYVq9ezXfffcfYsWMZO8PqhN0AACAASURBVHbsTTnV19czZ84cDhw4gFqt5s0338TPzw+NRoOvry979uwB4N1336V3797odDomTpzIgAEDOHXqFK+++irbt2+/KeaNNgALFy7EbDbzu9/9jvj4eKZNm8bp06fp2bMn5eXlLF++vMlP+RVCCCGEsFYys28FsrOz8fb2xmAwMHnyZNRqNefPn+fkyZMA5OXlodVqWbVqFZGRkRgMBkJDQykpKSE6OppOnTqRkZFBmzZtmDlzJosXLyY3N5fIyEgSExMt/SiKQnZ2Nj4+Puj1epYtW8batWtJS0trlNOaNWuora1l06ZNrFy5krS0NBoaGgBo3bo1eXl5TJ48mbi4uPsac0VFBatWrWLBggWkpqby9NNPs3HjRl5++WWOHTt2XzGFEEIIIayNzOxbgYEDBzJp0iSOHDmCl5cXOp2Ouro68vPz0Wq1VFdX4+bmxunTp5k7dy67d+9Go9EwdOjQm+JUVFRQWVnJhAkTLJ9duXLF8nrIkCEAODs74+bmhr29PS4uLly+fLlRTvv27SM0NBRbW1s6duxIQUGBZVtoaCgAGo2G+Ph4ampq7nnMv/3tb2nbtq2lr8WLFwMwYMAAnnzyyXuOJ4QQQghhjaTYtwL9+vWjoKCAoqIiCgsLyc3NRa/XExUVRYsWLQgMDATA19cXd3d3duzYQWZmJkVFRej1ekscs9lM165d2bBhAwAmk4kLFy5YtqvVastrO7s7/+vY2dlhY2NjeX/ixAm6dOnSaF+z2YxKpQKwXDdgNBrvOuZWrVpZXrds2bJR30IIIYQQQpbxWIWUlBTy8/MJDg4mKSmJsrIyXFxc6Ny5M1lZWZZif8qUKZSWlhIWFkZMTAxlZWUAqFQqTCYTPXr04NKlS+zfvx+AnJwcYmNj7yun/v37U1hYiKIoVFdXExERYVnGc2OWf+vWrbi6utKuXTscHR0pLy8HYNu2bffU1x//+Edyc3MB+Prrr/n+++/vK2chhBBCCGsjxb4V0Ol0bN68mcDAQCZOnMiCBQsA8PPzw9XVFScnJwDGjx9Peno6wcHBLFy4kNmzZwPg7e1NdHQ0Z8+eJTU1leTkZPz9/cnNzWXevHlNzqO0tJQ33ngDgDFjxtC6dWsCAgIYO3YsiYmJODg4AHDw4EECAwP56KOPSE5OBiAqKop169YRHBxMXV3dPY1//Pjx1NTU4O/vz/Lly2nfvv097S+EEEIIYa1slIfhnovinhmNRqZNm4avry8jR45s7nQsNBoNq1evbvKdcgwGA1VVVUyaNOlX60MIIYQQwlrJzL4VUhQFT09PbGxsGD58eHOnI4QQQgghmonM7AshhBBCCGGlZGZfCCGEEEIIKyXFvhBCCCGEEFZKin0hhBBCCCGslBT7QgghhBBCWCkp9oUQQgghhLBSUuwLIYQQQghhpaTYfwQkJCRQVVXV3GncksFgYOnSpXdsk5qaymefffZfykgIIYQQwnpIsf8IKC4u5mF+nEJMTAzDhg1r7jSEEEIIIR46Uuw/BM6cOUNERARarZbRo0eTnp5OWFiYZbvBYGDWrFkcPXqU0NBQtFot4eHhVFRUkJGRwblz54iOjubixYscOnSI8PBwgoODGTduHJWVlQDodDrmz5/P6NGj8ff3Z+fOnbz++ut4e3uTmZnZKKf6+nqmT5+Oj48Po0aNorCwEACNRkNKSgpBQUEEBQVRVlZmiV9cXAzAqVOn0Gg0jWLqdDpSUlJ4+eWXGTFiBDt37gQgPj4eg8EAQGZmJj4+Pvj5+bFw4UIALly4wJtvvolWqyUkJIQ9e/b8QkdeCCGEEOLhJsX+QyA7Oxtvb28MBgOTJ09GrVZz/vx5Tp48CUBeXh5arZZVq1YRGRmJwWAgNDSUkpISoqOj6dSpExkZGbRp04aZM2eyePFicnNziYyMJDEx0dKPoihkZ2fj4+ODXq9n2bJlrF27lrS0tEY5rVmzhtraWjZt2sTKlStJS0ujoaEBgNatW5OXl8fkyZOJi4u7p7Feu3aNjz/+mISEBFJTU2/adujQIdatW0d2djb5+fl8/fXXHD58mHnz5hESEoLBYCA9PZ2kpCSuXLlyr4dZCCGEEMLq2DV3AuLuBg4cyKRJkzhy5AheXl7odDrq6urIz89Hq9VSXV2Nm5sbp0+fZu7cuezevRuNRsPQoUNvilNRUUFlZSUTJkywfPbzonjIkCEAODs74+bmhr29PS4uLly+fLlRTvv27SM0NBRbW1s6duxIQUGBZVtoaChwfZY/Pj6empqaJo/V09MTgN/97nf88MMPjfocOnQobdu2BbD84rBnzx6OHz/OkiVLADAajVRWVvLMM880uV8hhBBCCGskxf5DoF+/fhQUFFBUVERhYSG5ubno9XqioqJo0aIFgYGBAPj6+uLu7s6OHTvIzMykqKgIvV5viWM2m+natSsbNmwAwGQyceHCBct2tVpteW1nd+d/DTs7O2xsbCzvT5w4QZcuXRrtazabUalUAJbrBoxG423jtmzZEuCm2Lfr8+zZs9jb22M2m1m1ahXt27cH4Ny5c3To0OGO+QshhBBCPApkGc9DICUlhfz8fIKDg0lKSqKsrAwXFxc6d+5MVlaWpdifMmUKpaWlhIWFERMTY1kvr1KpMJlM9OjRg0uXLrF//34AcnJyiI2Nva+c+vfvT2FhIYqiUF1dTUREhGUZz41Z/q1bt+Lq6kq7du1wdHSkvLwcgG3btt1Xn88//zw7d+7k6tWrGI1Gpk6dyuHDh/Hw8GDdunUAlJeX4+/vz08//XRffQghhBBCWBOZ2X8I6HQ6pk6disFgQKVSsWDBAgD8/PzYsmULTk5OAIwfP54ZM2aQlpaGWq1m9uzZAHh7exMdHc2HH35Iamoq8+bNo76+HgcHB0uspigtLWXJkiV88MEHjBkzBr1eT0BAAACJiYk4ODgAcPDgQbKzs7G3tyc5ORmAqKgo4uPjycnJue876zz77LNEREQQFhaG2WxmxIgRDBo0CFdXV5KSkvD39weufzm6kYsQQgghxKPMRnmY78n4CDMajUybNg1fX19GjhzZ3OlYaDQaVq9eTdeuXZvU3mAwUFVVxaRJk37lzIQQQgghHj2yjOchpCgKnp6e2NjYMHz48OZORwghhBBCPKBkZl8IIYQQQggrJTP7QgghhBBCWCm5QFeIB8SPFy/e975tHR1/wUyEEEIIYS1kZl8IIYQQQggrJcW+EEIIIYQQVkqKfSGEEEIIIayUFPsPsYSEBKqqqpo7jVsyGAwsXbr0vvZNSEhg2LBhbNy4EZ1OZ/n8xpOChRBCCCFE00ix/xArLi7GGu+cmpuby6ZNmxg1ahRffvml5fMNGzY0Y1ZCCCGEEA8fuRtPMzpz5gyxsbHU1tZia2vLsGHD2LlzJ1lZWcD12fGvvvqK8PBwkpKSMBqNtGzZkvnz57NlyxbOnTtHdHQ0a9eupbKykvnz51NXV4ejoyNz5syhW7du6HQ6evfuzYEDB6ivryc2NpbVq1fz3XffMXbsWMaOHXtTTvX19cyZM4cDBw6gVqt588038fPzQ6PR4Ovry549ewB499136d27NzqdjokTJzJgwABOnTrFq6++yvbt22+KuXLlSnJzc7G1taVv377MnTsXs9nMu+++yxdffIGNjQ0BAQFER0czfvx4FEXhT3/6E+7u7gD86U9/4pNPPqFXr14cO3aMpUuXUlJSwunTp4mIiKBv374kJiYC4OnpycaNGxvlIIQQQgjxKJJivxllZ2fj7e1NVFQUu3bt4ptvvuH8+fOcPHmS7t27k5eXx9SpU1m1ahWRkZG8+OKL5ObmUlJSQnR0NFlZWWRkZNCmTRtmzpzJihUrcHZ2Zvfu3SQmJpKZmQlcf+JudnY2y5YtQ6/Xk5+fT01NDUFBQY2K/TVr1lBbW8umTZuorq5m7Nixlqf0tm7dmry8PLZv305cXByffvrpXcdoMpl4//332b17NyqVihkzZnD27Fm2bdvG6dOnyc/Pp6GhAZ1OR8+ePVmxYgW9evWyzOKvX7+eTz75pFHchoYGCgsLAfDz8yMhIQFPT0+WLVv2H5wRIYQQQgjrIsV+Mxo4cCCTJk3iyJEjeHl5odPpqKurIz8/H61WS3V1NW5ubpw+fZq5c+eye/duNBoNQ4cOvSlORUUFlZWVTJgwwfLZlStXLK+HDBkCgLOzM25ubtjb2+Pi4sLly5cb5bRv3z5CQ0OxtbWlY8eOFBQUWLaFhoYCoNFoiI+Pp6am5q5jVKlUuLu7M3r0aIYNG0ZkZCROTk4UFxcTHByMSqXC3t4ef39/vvjiC7y9vZt07Pr27QtATU0NFy5cwNPTE7j+K4DBYGhSDCGEEEIIayfFfjPq168fBQUFFBUVUVhYSG5uLnq9nqioKFq0aGG5INXX1xd3d3d27NhBZmYmRUVF6PV6Sxyz2UzXrl0ts+Emk4kLFy5YtqvVastrO7s7n3I7OztsbGws70+cOEGXLl0a7Ws2m1GpVACW6waMRuMtYy5fvpySkhJ27dpFVFQUixYtwmw239RGURRMJtMdc/u5Vq1aAdCyZcubPv/5WIUQQgghHnVygW4zSklJIT8/n+DgYJKSkigrK8PFxYXOnTuTlZVlKfanTJlCaWkpYWFhxMTEUFZWBlyfNTeZTPTo0YNLly6xf/9+AHJycoiNjb2vnPr3709hYSGKolBdXU1ERAQNDQ0Alln+rVu34urqSrt27XB0dKS8vByAbdu2NYpXU1ODn58fPXv2JCYmhsGDB3Ps2DE8PDzIy8vDZDLx008/8emnnzJgwIBG+6tUqtt+iQBo06YNPXr04LPPPgNo0tIiIYQQQohHhczsNyOdTsfUqVMxGAyoVCoWLFgAXF+DvmXLFpycnAAYP348M2bMIC0tDbVazezZswHw9vYmOjqaDz/8kNTUVObNm0d9fT0ODg6WWE1RWlrKkiVL+OCDDxgzZgx6vZ6AgAAAEhMTcXBwAODgwYNkZ2djb29PcnIyAFFRUcTHx5OTk8OwYcMaxX788cd5+eWXGT16NPb29vz2t78lJCQEtVpNRUUFgYGBXLt2DX9/f0aMGNFo/2HDhhEYGHjHpTkLFixg5syZLF26FFdX1yaPWwghhBDC2tko1njvxoeY0Whk2rRp+Pr6MnLkyOZOx0Kj0bB69Wq6du3apPYGg4GqqiomTZr0K2d2s9vdEehh8OPFi/e9b1tHx18wEyGEEEJYC1nG8wBRFAVPT09sbGwsd8ARQgghhBDifsnMvhAPCJnZF0IIIcQvTYp9IYQQQgghrJRcoCvEA6L6h8bPPWiqDu0f+wUzuX8/3uLZDU3R9rEHI38hhBDC2siafSGEEEIIIayUFPtCCCGEEEJYKSn2hRBCCCGEsFJS7FuphIQEqqqqmjuNWzIYDCxduvS22ysrK5k+ffp9x+/Vq9d97yuEEEIIYU2k2LdSxcXFPKw3WvrXv/5FZWVlc6chhBBCCPHQk2L/AXXmzBkiIiLQarWMHj2a9PR0wsLCLNsNBgOzZs3i6NGjhIaGotVqCQ8Pp6KigoyMDM6dO0d0dDQXL17k0KFDhIeHExwczLhx4yyFtE6nY/78+YwePRp/f3927tzJ66+/jre3N5mZmY1yqq+vZ/r06fj4+DBq1CgKCwuB60/XTUlJISgoiKCgIMrKyizxi4uLgetPttVoNI1irly5koCAAIKCgkhKSgJAr9dz+PBh5syZA0BGRgbBwcEEBASQkpJi+RLz3nvvERoaio+PDzqdjgsXLvxCR18IIYQQwjpIsf+Ays7OxtvbG4PBwOTJk1Gr1Zw/f56TJ08CkJeXh1arZdWqVURGRmIwGAgNDaWkpITo6Gg6depERkYGbdq0YebMmSxevJjc3FwiIyNJTEy09KMoCtnZ2fj4+KDX61m2bBlr164lLS2tUU5r1qyhtraWTZs2sXLlStLS0mhoaACgdevW5OXlMXnyZOLi4po0RpPJxPvvv09OTg4Gg4Fr165x9uxZZs6cSZ8+fZg1axa7du3i8OHDZGdnk5eXx9mzZ8nPz+fEiRMcP36crKwsNm/eTJcuXcjPz/8FjrwQQgghhPWQ++w/oAYOHMikSZM4cuQIXl5e6HQ66urqyM/PR6vVUl1djZubG6dPn2bu3Lns3r0bjUbD0KFDb4pTUVFBZWUlEyZMsHx25coVy+shQ4YA4OzsjJubG/b29ri4uHD5FvdL37dvH6Ghodja2tKxY0cKCgos20JDQ4Hrs/zx8fHU1NTcdYwqlQp3d3dGjx7NsGHDiIyMxMnJiYqKCkubL774gkOHDqHVagGoq6vD2dmZwMBA4uLi+OSTT/j+++8pKSmhe/fuTTiyQgghhBCPDin2H1D9+vWjoKCAoqIiCgsLyc3NRa/XExUVRYsWLQgMDATA19cXd3d3duzYQWZmJkVFRej1ekscs9lM165d2bBhA3B9Nv3ny13UarXltZ3dnf8d7OzssLGxsbw/ceIEXbp0abSv2WxGpVIBWJbcGI3GW8Zcvnw5JSUl7Nq1i6ioKBYtWnTTdpPJxGuvvUZkZCQAly9fRqVScfjwYaZOncrYsWPx8fHB1tb2ob1GQQghhBDi1yLLeB5QKSkp5OfnExwcTFJSEmVlZbi4uNC5c2eysrIsxf6UKVMoLS0lLCyMmJgYy3p5lUqFyWSiR48eXLp0if379wOQk5NDbGzsfeXUv39/CgsLURSF6upqIiIiLMt4bszyb926FVdXV9q1a4ejoyPl5eUAbNu2rVG8mpoa/Pz86NmzJzExMQwePJhjx46hUqksXw48PDzYsGEDV69exWg08tZbb7F582b27dvHCy+8QHh4OE8++SRFRUWYTKb7GpcQQgghhLWSmf0HlE6nY+rUqRgMBlQqFQsWLADAz8+PLVu24OTkBMD48eOZMWMGaWlpqNVqZs+eDYC3tzfR0dF8+OGHpKamMm/ePOrr63FwcLDEaorS0lKWLFnCBx98wJgxY9Dr9QQEBACQmJiIg4MDAAcPHiQ7Oxt7e3uSk5MBiIqKIj4+npycHIYNG9Yo9uOPP87LL7/M6NGjsbe357e//S0hISHU19fz448/8vbbb7Nw4ULLRcgmkwlPT0+Cg4M5d+4cEydOxN/fH4A+ffpw6tSp+zvYQgghhBBWykaRtQ8PDaPRyLRp0/D19WXkyJHNnY6FRqNh9erVdO3atUntDQYDVVVVTJo06VfO7OFS/UPj6ySaqkP7x37BTO7fj7e41qMp2j72YOQvhBBCWBtZxvOQUBQFT09PbGxsGD58eHOnI4QQQgghHgIysy/EA0Jm9oUQQgjxS5NiXwghhBBCCCslF+gK8YD44V+V971ve+duv2Am9+9y9f09xfixDk8A1vHrhhBCCPEgkTX7QgghhBBCWCkp9oUQQgghhLBSUuwLIYQQQghhpaTYF0IIIYQQwkpJsf8QSUhIoKqqqrnTuCWDwcDSpUt/kViHDh1i4cKFv0gsIYQQQohHmRT7D5Hi4mIehTullpeXU11d3dxpCCGEEEI89OTWm/9FZ86cITY2ltraWmxtbRk2bBg7d+4kKysLuD47/tVXXxEeHk5SUhJGo5GWLVsyf/58tmzZwrlz54iOjmbt2rVUVlYyf/586urqcHR0ZM6cOXTr1g2dTkfv3r05cOAA9fX1xMbGsnr1ar777jvGjh3L2LFjb8qpvr6eOXPmcODAAdRqNW+++SZ+fn5oNBp8fX3Zs2cPAO+++y69e/dGp9MxceJEBgwYwKlTp3j11VfZvn37TTFXrlxJbm4utra29O3bl7lz5zJmzBjeeustBg8ejKIo+Pj4sGbNGjIzM/n888+xtbVl+PDhvPrqqyxZsoTa2lrS09OJjo4mJSWFL7/8EpPJhFarZezYsRQXF7NixQrUajWnTp1Co9HQunVrtm3bBkBGRgZPPPHEr39ShRBCCCEeYFLs/xdlZ2fj7e1NVFQUu3bt4ptvvuH8+fOcPHmS7t27k5eXx9SpU1m1ahWRkZG8+OKL5ObmUlJSQnR0NFlZWWRkZNCmTRtmzpzJihUrcHZ2Zvfu3SQmJpKZmQmAoihkZ2ezbNky9Ho9+fn51NTUEBQU1KjYX7NmDbW1tWzatInq6mrGjh3L8OHDAWjdujV5eXls376duLg4Pv3007uO0WQy8f7777N7925UKhUzZszg7NmzhISEsGHDBgYPHsz+/fvp3r07RqORXbt2UVBQwE8//URCQgItW7Zk8uTJfPnll0yYMIH169cDkJubS0NDA6+//jp9+vQB4KuvvqKgoID27dszaNAg4uLiMBgMJCQkUFBQwGuvvfbLnTwhhBBCPFJO7fzfe2rf1cv3V8rkPyPF/n/RwIEDmTRpEkeOHMHLywudTkddXR35+flotVqqq6txc3Pj9OnTzJ07l927d6PRaBg6dOhNcSoqKqisrGTChAmWz65cuWJ5PWTIEACcnZ1xc3PD3t4eFxcXLl9u/MCiffv2ERoaiq2tLR07dqSgoMCyLTQ0FACNRkN8fDw1NTV3HaNKpcLd3Z3Ro0czbNgwIiMjcXJy4sUXX+S9996jtraW3NxctFotTk5OtGzZkrCwMIYOHUpsbCwtW7a8Kd4XX3zBkSNH2Lt3LwC1tbUcO3aMp556ip49e9KlSxcAHB0dGThwoGXctxqrEEIIIURT2dhYx2p3Kfb/i/r160dBQQFFRUUUFhaSm5uLXq8nKiqKFi1aEBgYCICvry/u7u7s2LGDzMxMioqK0Ov1ljhms5muXbuyYcMG4Pps+oUL//fkUrVabXltZ3fnU2xnZ4eNjY3l/YkTJywF9M/3NZvNqFQqAMt1A0aj8ZYxly9fTklJCbt27SIqKopFixbxwgsvMGTIEDZv3szevXuZNWsWdnZ2fPLJJ3z55Zfs2rWLsLAw1qxZc1Msk8nE22+/zciRIwGoqamhTZs2lJSU3DROwJKfEEIIIYS4zjq+sjwkUlJSyM/PJzg4mKSkJMrKynBxcaFz585kZWVZiv0pU6ZQWlpKWFgYMTExlJWVAdeLWZPJRI8ePbh06RL79+8HICcnh9jY2PvKqX///hQWFqIoCtXV1URERNDQ0ABgmeXfunUrrq6utGvXDkdHR8rLywEs6+N/rqamBj8/P3r27ElMTAyDBw/m2LFjAISEhPDee+/h6elJy5YtKSsrIyIigv79+xMXF4erqyvff/89KpXK8kXCw8ODf/zjH1y7do2rV68yZswYSkpK7musQgghhBBNZmNzb38PKJnZ/y/S6XRMnToVg8GASqViwYIFAPj5+bFlyxacnJwAGD9+PDNmzCAtLQ21Ws3s2bMB8Pb2Jjo6mg8//JDU1FTmzZtHfX09Dg4OllhNUVpaypIlS/jggw8YM2YMer2egIAAABITE3FwcADg4MGDZGdnY29vT3JyMsD/Z+/e46Is88aPfwYciThJJhrg+gvtl4smmVtopSKYoKnErEvgNiukkf5U9FEwTMDTuHiIfFDYWnRTNFYqGA4KFWlothUeCqVFXQ+heESRkyIow/z+4HEeEQ8wYBB+373u12vmvq/D974HX11zzfe+bqZMmUJYWBgpKSl4eHg0avuxxx7j9ddfZ8KECZibm/Pkk0/yxz/+Eaj/ZUOhUBjeOzs78+yzzzJ27FjMzc157rnnGDZsGEVFRcTGxvLee+8xa9YsTp48iY+PD7W1tahUKlxdXcnNzTXiExBCCCGEaBqFSfsdwDeHQv8wrOXYjtXW1jJv3jy8vLwMqSrtgbu7O5s2bcLR0bFJ5bVaLWfOnGHmzJl3PK7X6/nPf/7DO++8Q1paWmuG2mGUnS0yum4X+56tGInxKkou3b/QHVh3rV85qaTM+HstunaxNrquEEIIcbuz/2qcwXAv9i+NfECRtIyk8bQhvV7P0KFDUSgUhhVwOqqEhAQmT55MREREW4cihBBCCHF/CpPmbe2UzOwLIYQQQghxm7Pf5zSrvP2QEfcv1Aba79cQIYQQQgghRIvIDbpCtBOl5ZVG17W1sWrFSIxXcuKoUfW6Oj0FQPmF80b3bdO9ByXHDhtdv2ufvkbXFUII0fHIOvtCCCGEEEJ0VB1kNZ6O8ZVFCCGEEEII0YjM7AshhBBCCHG7DpLG0zHOQtzV/PnzOXPmTFuHcUdarZa1a9e2dRhCCCGEEI0oFIpmbe2VDPY7uNzcXGR1VSGEEEKIh5MM9tu58+fP88Ybb6BSqZgwYQIffPABfn5+huNarZaFCxdy+PBhfH19UalU+Pv7U1hYSHx8PMXFxQQFBVFaWsrBgwfx9/fHx8eHN998k6Ki+ie2qtVqoqKimDBhAuPGjWPXrl1MnjwZNzc3Nm7c2Cimmpoa3n33XTw9PRk7dixZWVlA/VN3V65cyWuvvcZrr71GQUGBof3c3FwATp8+jbu7e6M271Zm69ateHt7o1KpCA4OpqamBoD4+Hh8fHwYP348K1euRK/Xc/r0aby8vPD39ycwMLCVPgEhhBBCPJQ6yEO12m9kAoDk5GTc3NzQarUEBwejVCq5ePEip06dAiAtLQ2VSkVCQgKBgYFotVp8fX3Jy8sjKCgIOzs74uPjsbCwIDw8nOjoaFJTUwkMDGzwNFu9Xk9ycjKenp5oNBpiY2NJTEwkLi6uUUybN2+mqqqKzz//nA0bNhAXF8f169cBePTRR0lLSyM4OJh33nmnxef/3//933z00UdotVocHBw4ceIE33zzDT///DPJycmkpaVx4cIFMjIyAPjll19YtWoVGzZsaHHfQgghhHh4Pcg0nq1btzJmzBhGjRpFYmJio+Pbt2/H29ub8ePH8//+3/+jvLzc6POQG3TbuSFDhjBz5kwOHTrE8OHDUavVVFdXk5GRgUqloqSkBBcXF86dO8eSJUvYvXs37u7ujBjR8CluhYWFFBUVMW3aNMO+K1euGF4PGzYMAHt7e1xcPbFcWQAAIABJREFUXDA3N8fBwYGKiopGMe3duxdfX19MTEzo1q0bmZmZhmO+vr5A/Sx/WFgYly9fbtH5jxgxAn9/f0aOHImnpye///3vycjI4ODBg6hUKgCqq6uxt7dn0KBBdO3aFUdHxxb1KYQQQgjxoJbevHDhAqtXr0ar1dK5c2f8/PxwdXWlT58+QP34bNGiRaSkpNC9e3diYmJYu3Yt4eHhRvUng/12btCgQWRmZrJz506ysrJITU1Fo9EwZcoUOnfujLe3NwBeXl4MHDiQnJwcNm7cyM6dO9FoNIZ26urqcHR0JD09HQCdTselS5cMx5VKpeF1p073/rPo1KlTg2+wJ0+e5IknnmhUt66uDlNTUwDDfQO1tbV3bfdOZcLDwzl8+DC7du0iNDSUGTNmoNPpmDRpkiFVp6KiAlNTU0pLS3nkkUfuGbsQQgghRJM0MzWnoqLijpOk1tbWWFtbG95/9913DB48mC5dugDg6enJF198wYwZMwC4ceMGCxcupHv37gA8/fTTbN261dizkDSe9m7lypVkZGTg4+NDZGQkBQUFODg40KNHD5KSkgyD/dmzZ5Ofn4+fnx+zZs0y5Mubmpqi0+lwcnKivLycffv2AZCSkkJISIhRMT3//PNkZWWh1+spKSnhjTfeMKTx3Jzl/+qrr+jduzc2NjbY2tpy7NgxoP5nqTu5U5na2lpGjRqFra0tb7/9Nt7e3hw6dIjBgweTnp7O1atXqa2tZfr06Xz55ZdGnYsQQgghRGtISEjAw8Oj0ZaQkNCgXHFxMd26dTO8t7Oz48KFC4b3tra2vPLKK0B99kJ8fDwjR440Oi6Z2W/n1Go1c+fORavVYmpqyooVKwAYM2YM2dnZhm99U6dOZcGCBcTFxaFUKlm0aBEAbm5uBAUFsX79emJiYli2bBk1NTVYWloa2mqK/Px81qxZw7p165g4cSIajYbx48cDEBERgaWlJQA//vgjycnJmJubs3z5cgCmTJlCWFgYKSkpeHh43LH9O5Xp1KkTwcHBvPnmm5iZmdG1a1eWL19O165dDTck63Q6hg4dio+PT7tdYlQIIYQQvz3NzcOfNGkSPj4+jfbfOqsP9ZkPt7at1+vv2FdlZSXTp0+nb9++d2y3qRR6WZfxN6e2tpZ58+bh5eXFqFGj2jocA3d3dzZt2tTknHmtVsuZM2eYOXPmA47st6G0vNLourY2Vq0YifFKThw1ql5Xp6cAKL9w3ui+bbr3oOTYYaPrd+3T1+i6QgghOp7i/B+bVd7umeeaVC41NZV9+/axbNkyAOLi4tDr9YY0Hqif/Z88eTKDBw/m3XffbdE6/pLG8xuj1+sZOnQoCoWiRT/pCCGEEEKIX9+LL77I999/z+XLl7l27RrZ2dmGhVKg/r7KqVOnMnr0aBYsWNDiB3bJzL4QQgghhBC3Kf73T80qb9dvYJPLbt26lb///e/cuHGDCRMm8NZbb/HWW28RHBzM+fPnmTlzJk8//bShfP/+/Q2/BDSXDPaFEEIIIYS4zcWCA80q383Z5QFF0jJyg64Q7URL89Xbg5bm7FfeYcmyprKytub0ri+Mru843AuAc3u/Nar+E8+/bHTfQgghxIMig30hhBBCCCFu18Jc+fZCbtAVQgghhBCig5KZfSGEEEIIIW7T0lVw2guZ2W8n5s+f3+oPhdqxYwcxMTH3LPPpp5+ybdu2Ox4LCwsjNzcXwPCk3rspKiri3XffNS5QI7VFn0IIIYR4SChMmre1U+03sodMbm4urb0wkoeHB7NmzbpnmR9//JHr16/ft6309PR7Hj979ixFRUXNiq+l2qJPIYQQQojfEknjaSXnz58nJCSEqqoqTExM8PDwYNeuXSQlJQH1T4s9cOAA/v7+REZGUltbi5mZGVFRUWRnZ1NcXExQUBCJiYkUFRURFRVFdXU1tra2LF68mJ49e6JWq3F2dmb//v3U1NQQEhLCpk2bOH78OAEBAQQEBDSISavVsmfPHpYvX467uzvjx4/n22+/5dq1a6xYsYKKigq+/vprfvjhB7p160ZmZiZlZWWcPHmS0NDQBm09/fTTHDlyhLVr13LhwgVOnjzJmTNn+NOf/sS0adPQaDScPn2axYsXs3DhQuLj4/n888/R6XS8/PLLhIaGcubMGaZMmYKtrS2PPPII48aNIzU1lbKyMkaMGEFxcTEvvPACKpWqUZ9nz57l+PHjlJaW8vrrrzNlypQGfb799tsNrn94eDjPPvvsr/LZCyGEEKIDMpE0HnGL5ORk3Nzc0Gq1BAcHo1QquXjxIqdOnQIgLS0NlUpFQkICgYGBaLVafH19ycvLIygoCDs7O+Lj47GwsCA8PJzo6GhSU1MJDAwkIiLC0I9eryc5ORlPT080Gg2xsbEkJiYSFxd33xi7dOlCcnIyfn5+/P3vf+fFF1/E3d2d4OBghg4daijz+eef4+7uftd2jhw5wj/+8Q8+++wz4uPjqaioIDw8nP79+7Nw4UK++eYbfv75Z5KTk0lLS+PChQtkZGQA8Msvv7Bq1So2bNgAwIULF0hNTWXOnDn3jP3nn39mw4YNaLVaPvnkE/7973836PP2679///77Xg8hhBBCiLtRKEyatbVXMrPfSoYMGcLMmTM5dOgQw4cPR61WU11dTUZGBiqVipKSElxcXDh37hxLlixh9+7duLu7M2LEiAbtFBYWUlRUxLRp0wz7rly5Ynh983HK9vb2uLi4YG5ujoODAxVNWJ/85oD+qaeeIjs7+45lBgwYcN92XF1d6dy5M127dqVLly5UVlY2OP79999z8OBBwwx9dXU19vb2DBo0iK5du+Lo6Ggo6+zsTKdO9/8zHDt2LBYWFgC4u7vzww8/0L9/f8Px26//G2+8cd82hRBCCCE6Ohnst5JBgwaRmZnJzp07ycrKIjU1FY1Gw5QpU+jcubPhBlcvLy8GDhxITk4OGzduZOfOnWg0GkM7dXV1ODo6GnLkdTodly5dMhxXKpWG100ZJN/KzMwMuPfd5Y888kiT27nZ1u33Guh0OiZNmkRgYCAAFRUVmJqaUlpa2qj9W9/f2taNGzcalDM1NTW8rqura/Ae7nz9b/56IIQQQgjRbLIaj7jVypUrycjIwMfHh8jISAoKCnBwcKBHjx4kJSUZBvuzZ88mPz8fPz8/Zs2aRUFBAVA/mNXpdDg5OVFeXs6+ffsASElJISQk5IHFfbPf1mintrYWgMGDB5Oens7Vq1epra1l+vTpfPnll/dto0uXLhw7dgyA7du3Nzi2fft2rl+/Tnl5OTk5Obz88ssN+rzT9RdCCCGEMFoHWY1HZvZbiVqtZu7cuWi1WkxNTVmxYgUAY8aMITs7m+7duwMwdepUFixYQFxcHEqlkkWLFgHg5uZGUFAQ69evJyYmhmXLllFTU4OlpaWhrabIz89nzZo1rFu3rknlX3zxRd5//32srKyad8K36d27N5WVlYSGhrJq1SoOHz6Mr68vOp2OoUOH4uPjc9+lRf39/Zk9ezbjxo1j8ODBdOvWzXDMzMyMiRMncuXKFd5++2369OlDaWmpoc85c+bc8foLIYQQQjzMFPrWXu9RGNTW1jJv3jy8vLwYNWpUW4fTbGFhYfj4+ODq6tqmcaxduxaAmTNntmkcD1r5hfNG17Xp3qMVIzFeyYmjRtXr6vQUAJVNuPfkbqysrTm96wuj6zsO9wLg3N5vjar/xPMvG923EEKI9ufyL8eaVf6xJ/s8oEhapv3+5vAbp9frGTp0KAqFgpEjR7Z1OEIIIYQQojlMTJq3tVOSxvOAKBQKvv/++7YOo0WWL1/e1iEAHX9GXwghhBDtz70WNPktkTQeIYQQQgghblNaVNis8rY9/88DiaOl2u9vDkIIIYQQQogWkTQeIYQQQgghbteOl9NsDhnsCyGEEEIIcRuFScfI2e8YX1mEEEIIIYQQjcjMvhBCCCGEELfrIGk8HeMsxK9u/vz5930ibnPt2LGDmJiYe5ZZu3YtWq0WgLfeeosLFy60agxCCCGEEAAoFM3b2ikZ7Auj5Obm0tqrtnp4eDBr1qwml1+3bh3du3dv1RiEEEIIIToSSeN5SJ0/f56QkBCqqqowMTHBw8ODXbt2kZSUBIBWq+XAgQP4+/sTGRlJbW0tZmZmREVFkZ2dTXFxMUFBQSQmJlJUVERUVBTV1dXY2tqyePFievbsiVqtxtnZmf3791NTU0NISAibNm3i+PHjBAQEEBAQ0CAmrVbLnj17WL58OXl5eSxbtoyamhpsbW1ZsmQJvXr1alDe3d2dTZs2sWfPHnbv3k15eTlFRUW89NJLLFq06Fe6kkIIIYToiBSSxiN+y5KTk3Fzc0Or1RIcHIxSqeTixYucOnUKgLS0NFQqFQkJCQQGBqLVavH19SUvL4+goCDs7OyIj4/HwsKC8PBwoqOjSU1NJTAwkIiICEM/er2e5ORkPD090Wg0xMbGkpiYSFxc3F1ju379OnPmzCEiIoKMjAz8/PyYM2fOPc/np59+Ys2aNWRkZJCTk8ORI0da50IJIYQQ4uHUQdJ4ZGb/ITVkyBBmzpzJoUOHGD58OGq1murqajIyMlCpVJSUlODi4sK5c+dYsmQJu3fvxt3dnREjRjRop7CwkKKiIqZNm2bYd+XKFcPrYcOGAWBvb4+Liwvm5uY4ODhQUVFx19gKCwuxtrZmwIABAIwePZrIyEgqKyvvWmfgwIFYWloC0LNnT8rLy5t/UYQQQgghOhgZ7D+kBg0aRGZmJjt37iQrK4vU1FQ0Gg1Tpkyhc+fOeHt7A+Dl5cXAgQPJyclh48aN7Ny5E41GY2inrq4OR0dH0tPTAdDpdFy6dMlwXKlUGl536tS0P7e6urpG+/R6PTqd7q51zMzMDK8VCkWr308ghBBCiIeLrLMvftNWrlxJRkYGPj4+REZGUlBQgIODAz169CApKckw2J89ezb5+fn4+fkxa9YsCgoKADA1NUWn0+Hk5ER5eTn79u0DICUlhZCQkBbF5uTkRFlZGQcPHgQgKysLe3t7unTp0qJ2hRBCCCGaTGHSvK2dkpn9h5RarWbu3LlotVpMTU1ZsWIFAGPGjCE7O9uwys3UqVNZsGABcXFxKJVKw42vbm5uBAUFsX79emJiYgw301paWhraaor8/HzWrFnDunXrDPs6d+7M6tWrWbp0KdeuXcPGxobVq1e33skLIYQQQjwkFHrJdxD/o7a2lnnz5uHl5cWoUaPaOpw7Wrt2LQ4ODqhUqrYORQghhBAdWMXlkmaVt36s6wOKpGXa728O4lel1+sZOnQoCoWCkSNHtnU4QgghhBBtSqEwadbWHFu3bmXMmDGMGjWKxMTERscPHTqESqXC09OTBQsWUFtba/x5yMy+EEIIIYQQDVWWljarvJWtbZPKXbhwAX9/f7RaLZ07d8bPz4/333+fPn36GMqMHTsWjUbDs88+y7vvvkv//v2ZOHFis+K5SWb2hRBCCCGEuJ2JonlbE3333XcMHjyYLl268Oijj+Lp6ckXX3xhOH7mzBmqq6t59tlnAVCpVA2ON5fcoCtEO3G+pHkzCLfq0bVpswkPWsU9noVwL9ZWVkDzZ1FuZWVry+Xyuz+/4X4es7EG4OzFy0bVt+/2GND8HM9btdd8TyGEeCg1MzWnoqLijs8Rsra2xtra2vC+uLiYbt26Gd7b2dkZViC80/Fu3bpx4cKFZsVyKxnsCyGEEEIIcRt9M5+Km7BxI7GxsY32z5gxg5kzZxre19XVobilbb1e3+D9/Y43lwz2hRBCCCGEuI2u8TM+72nSpEn4+Pg02n/rrD5Ajx49DM8nArh48SJ2dnYNjl+8eNHw/tKlSw2ON5fk7AshhBBCCNFC1tbWODo6NtpuH+y/+OKLfP/991y+fJlr166RnZ3NsGHDDMcdHBwwMzNj//79AKSnpzc43lwy2Bd3NX/+fM6cOdOqbe7YsYOYmJh7llm7di1ardao9nNyctiwYYNRdYUQQgghbtI387+m6t69O//1X//FX/7yF1577TXGjh3LgAEDeOutt8jPzwfgvffeIyoqCi8vL6qqqvjLX/5i9HlIGo+4q9zcXKZPn96qbXp4eODh4dGqbd7q559/fmBtCyGEEOLh8SAXpx83bhzjxo1rsG/dunWG13379iU5OblV+pKZ/Q7s/PnzvPHGG6hUKiZMmMAHH3yAn5+f4bhWq2XhwoUcPnwYX19fVCoV/v7+FBYWEh8fT3FxMUFBQZSWlnLw4EH8/f3x8fHhzTffpKioCAC1Wk1UVBQTJkxg3Lhx7Nq1i8mTJ+Pm5sbGjRsbxaTVagkLCwMgLy+PP/3pT4wfP55JkyZx8uTJRuXvVkatVpObmwvA6dOncXd359ixYyQlJZGUlERKSkprX04hhBBCiN8cGex3YMnJybi5uaHVagkODkapVHLx4kVOnToFQFpaGiqVioSEBAIDA9Fqtfj6+pKXl0dQUBB2dnbEx8djYWFBeHg40dHRpKamEhgYSEREhKEfvV5PcnIynp6eaDQaYmNjSUxMJC4u7q6xXb9+nTlz5hAREUFGRgZ+fn7MmTOn2WVu1adPH/z8/PDz8+OPf/xjC6+eEEIIIR5mdXp9s7b2StJ4OrAhQ4Ywc+ZMDh06xPDhw1Gr1VRXV5ORkYFKpaKkpAQXFxfOnTvHkiVL2L17N+7u7owYMaJBO4WFhRQVFTFt2jTDvitXrhhe37xpxN7eHhcXF8zNzXFwcLjjWrO3tmltbc2AAQMAGD16NJGRkVTesk57U8oIIYQQQjwI+nY8gG8OGex3YIMGDSIzM5OdO3eSlZVFamoqGo2GKVOm0LlzZ7y9vQHw8vJi4MCB5OTksHHjRnbu3IlGozG0U1dXh6OjI+np6QDodDouXbpkOK5UKg2vO3Vq2p9UXV3j9az0ej06na7JZW7+I6ytrW1Sn0IIIYQQDxtJ4+nAVq5cSUZGBj4+PkRGRlJQUICDgwM9evQgKSnJMNifPXs2+fn5+Pn5MWvWLAoKCgAwNTVFp9Ph5OREeXm5YU3YlJQUQkJCWhSbk5MTZWVlhifGZWVlYW9vT5cuXZpUxtbWlmPHjgGwfft2Qx1TU1MZ/AshhBCixSSNR7R7arWauXPnotVqMTU1ZcWKFQCMGTOG7OxsunfvDsDUqVNZsGABcXFxKJVKFi1aBICbmxtBQUGsX7+emJgYli1bRk1NDZaWloa2miI/P581a9Y0uMu8c+fOrF69mqVLl3Lt2jVsbGxYvXp1g3r3KjNlyhTCwsJISUlpsLrP888/zzvvvMPjjz+OWq026roJIYQQQrTj8XuzKPQdJSFJNEltbS3z5s3Dy8uLUaNGtXU4d7R27VocHBxQqVRtHcqv6nxJqdF1e3S1bcVIjFdh5P0U1lZWAFSWGn8NrGxtuVx+9/tE7ucxm/qHnpy9eNmo+vbdHgOg4nKJ0TFYP9bV6LpCCCFa17lLzft/0hOPt4//F99O0ngeInq9nqFDh6JQKBg5cmRbhyOEEEII0W7p9fpmbe2VzOwLIYQQQghxm9PFzful1tGuff46KzP7QgghhBBCdFByg64Q7URpufHPD7C1sWrFSIxXcuywUfW69ukLQOU9ns1wP1bW1lz48Qej63d/bjAAp3d9YVR9x+FeABT/+yejY7DrN9Doujd1hHs/hBCiPegouS8y2BdCCCGEEOI2HSXTXdJ4hBBCCCGE6KBkZl8IIYQQQojbtOcHZTWHzOz/Bs2fP58zZ860aps7duwgJibmnmXWrl2LVqtt1X6bG0NThIWFPdA4hRBCCNHx6Zu5tVcy2P8Nys3NbfU8Mg8PD2bNmtWqbf4WYxBCCCGE6EgkjacNnD9/npCQEKqqqjAxMcHDw4Ndu3aRlJQEgFar5cCBA/j7+xMZGUltbS1mZmZERUWRnZ1NcXExQUFBJCYmUlRURFRUFNXV1dja2rJ48WJ69uyJWq3G2dmZ/fv3U1NTQ0hICJs2beL48eMEBAQQEBDQICatVsuePXtYvnw57u7ueHl58d133wHw17/+FWdn5wbl3d3dGTBgAIcOHeKf//wnu3fvJiEhgbq6Ovr168fChQsxMzNj69atfPDBBygUCp555hmWLl3K9evXWbJkCUePHkWn0/HWW28xduxYQwyvvPIKn332GR9++CEAmzdv5uTJk8yfP5+VK1eyZ88edDodKpWKgIAA9Ho9y5cvZ+fOndjZ2aHT6XjhhRce/AcphBBCiA5L0niE0ZKTk3Fzc0Or1RIcHIxSqeTixYucOnUKgLS0NFQqFQkJCQQGBqLVavH19SUvL4+goCDs7OyIj4/HwsKC8PBwoqOjSU1NJTAwkIiICEM/er2e5ORkPD090Wg0xMbGkpiYSFxc3H1jfPTRR0lLSyM4OJh33nnnjmWGDRvGl19+yeXLl/n0009JSkoiPT2drl278o9//IMLFy4QFRXFRx99RGZmJjqdjl27dvHBBx/Qr18/tFotiYmJfPjhhxQVFTVo9+eff6a8vByAzMxMxo8fz6effgpAamoqycnJ7Nixg3379vHll19SUFDAtm3biImJMVxHIYQQQghjdZQn6MrMfhsYMmQIM2fO5NChQwwfPhy1Wk11dTUZGRmoVCpKSkpwcXHh3LlzLFmyhN27d+Pu7s6IESMatFNYWEhRURHTpk0z7Lty5Yrh9bBhwwCwt7fHxcUFc3NzHBwcqGjCWua+vr5A/Qx+WFgYly9fblTGxcUFqE8rOnnypKHOjRs3cHZ25qeffuK5556jR48eAKxatQqAv/3tb1RXV5OSkgJAVVUVR48eNbSrVCp55ZVXyM7O5qWXXqKsrIwBAwawfv16Dh06xA8//GCod+TIEY4fP86oUaNQKpU89thjhvMWQgghhDBWOx6/N4sM9tvAoEGDyMzMZOfOnWRlZZGamopGo2HKlCl07twZb29vALy8vBg4cCA5OTls3LiRnTt3otFoDO3U1dXh6OhIeno6ADqdjkuXLhmOK5VKw+tOnZr3Ud9avq6uDlNT00ZlzMzMDP2OHj2a8PBwAK5evYpOp2PPnj0oFApD+ZtfGOrq6li1ahX9+vUD4NKlS9jY2LB161ZDWW9vb2JiYigvL2fcuHGGfkJDQxk1apShPQsLC1auXNngG3Vzz1UIIYQQoqOSNJ42sHLlSjIyMvDx8SEyMpKCggIcHBzo0aMHSUlJhsH+7Nmzyc/Px8/Pj1mzZlFQUACAqakpOp0OJycnysvL2bdvHwApKSmEhIS0SoyZmZkAfPXVV/Tu3RsbG5u7lnV1deWrr76ipKQEvV7PokWLSEhI4JlnniEvL4+LFy8C9bn/O3bsYPDgwWzZsgWA4uJixo8fz7lz5xq0+eyzz1JcXEx6ejrjx48HYPDgwXz66afcuHGDq1evMnHiRPLy8hgyZAiff/45169fp7y8nN27d7fKNRBCCCHEw6tOr2/W1l7JFGgbUKvVzJ07F61Wi6mpKStWrABgzJgxZGdn0717dwCmTp3KggULiIuLQ6lUsmjRIgDc3NwICgpi/fr1xMTEsGzZMmpqarC0tDS01RT5+fmsWbOGdevWNTr2448/kpycjLm5OcuXL79nO3379mXGjBlMmjSJuro6fv/73xMUFISZmRkLFixg8uTJ1NXV8eyzz6JSqbh27RqLFi1i7Nixhtn63/3ud4YvLTeNHj2ab7/9lp49ewLg5+fHyZMn8fHxoba2FpVKhaurq+Fcxo4dy+OPP07v3r2bfA2EEEIIIe6kPefhN4dC31HO5DeutraWefPm4eXlZUhTaSvu7u5s2rQJR0fHBvvXrl2Lg4MDKpWqjSLr2ErLK42ua2tj1YqRGK/k2GGj6nXt0xeAyibcT3I3VtbWXPjxB6Prd39uMACnd31hVH3H4V4AFP/7J6NjsOs30Oi6N50vKTW6bo+uti3uXwghOorDp87dv9At+v7uiQcUSctIGk87oNfrGTp0KAqFgpEjR7Z1OEIIIYQQDz29vnlbeyVpPO2AQqHg+++/b+swDL7++us77p85c+avHIkQQgghRNtoz3n4zSFpPEIIIYQQQtzm34Vnm1W+3/+xf0CRtIzM7AvRTlSWGp9rbWXbPnKtj56+YFS9pxzrb0qvLC8zum8rmy4cOHHa6PouTvX3qHx94D9G1Xd3+b9A83M8b9Ua+Z7lxcZ9BgA2dvWfg/uifxjdxteLJhtdVwgh2pOOMh8ug30hhBBCCCFuU9cxxvpyg64QQgghhBAdlczsCyGEEEIIcRs9HWNqX2b2BQDz58/nzJkzrdrmjh07iImJuWeZtWvXotVqW63PyspKpk+f3mrtCSGEEOLhpNfrm7W1VzLYFwDk5ua2+h+qh4cHs2bNatU276e8vJxDhw79qn0KIYQQQrSGs2fP8uc//xkvLy+mTZvG1atXG5UpLi5m8uTJeHt74+Pjc9/l2yWNp4M4f/48ISEhVFVVYWJigoeHB7t27SIpKQkArVbLgQMH8Pf3JzIyktraWszMzIiKiiI7O5vi4mKCgoJITEykqKiIqKgoqqursbW1ZfHixfTs2RO1Wo2zszP79++npqaGkJAQNm3axPHjxwkICCAgIKBBTFqtlj179rB8+XLc3d3x8vLiu+++A+Cvf/0rzs7ODcqvWLGCf/3rX5iYmDBy5EhmzJjB1atXWbJkCUePHkWn0/HWW28xduxYtFotu3fvpry8nKKiIl566SUWLVqERqOhuLiY6dOnExcX96tceyGEEEJ0PG1xg+7ixYuZOHEir776KnFxcfztb38jNDS0QZmVK1fi7u7On//8Z06cOIFareabb77B1NT0jm3KzH4HkZycjJubG1qtluDgYJRKJRcvXuTUqVMApKWloVKpSEhIIDAwEK1Wi6+vL3l5eQQFBWFnZ0d8fDwWFhaEh4cTHR1NamoqgYGBREREGPrR6/UkJyfj6emJRqMhNjaWxMQ7OBdVAAAgAElEQVTEJg2sH330UdLS0ggODuadd95pcOzMmTN88803ZGRksGXLFo4dO0ZNTQ0ffPAB/fr1Q6vVkpiYyIcffkhRUREAP/30E2vWrCEjI4OcnByOHDlCeHg4dnZ2MtAXQgghRIs0N42noqKC06dPN9oqKiqa1N+NGzfYu3cvnp6eAKhUKr744otG5V555RXGjh0LQK9evaipqaGqququ7crMfgcxZMgQZs6cyaFDhxg+fDhqtZrq6moyMjJQqVSUlJTg4uLCuXPnWLJkCbt378bd3Z0RI0Y0aKewsJCioiKmTZtm2HflyhXD62HDhgFgb2+Pi4sL5ubmODg4NOkP2dfXFwB3d3fCwsK4fPmy4Vj37t0xMzPDz8+PESNGEBISgpmZGd999x3V1dWkpKQAUFVVxdGjRwEYOHAglpaWAPTs2ZPy8nIsLCyMuXxCCCGEEC2SkJBAbGxso/0zZsxg5syZ961fWlqKpaUlnTrVD8+7devGhQuNn51y88sAwD/+8Q9+//vfY2Vlddd2ZbDfQQwaNIjMzEx27txJVlYWqampaDQapkyZQufOnfH29gbAy8uLgQMHkpOTw8aNG9m5cycajcbQTl1dHY6OjqSnpwOg0+m4dOmS4bhSqTS8vvnH2FS3lq+rq2vwc1OnTp347LPP2LNnD9988w1+fn5s3ryZuro6Vq1aRb9+/QC4dOkSNjY2bN26FTMzM0N9hULRrm+OEUIIIcRvS3PHFZMmTcLHx6fRfmtr60b7Pv/8c6Kiohrs69WrFwqFosG+29/fauPGjXzyySd8/PHH94xLBvsdxMqVK+nevTuTJk3C1dUVHx8fHBwc6NGjB0lJSWzZsgWA2bNnM3bsWPz8/Ojdu7fhD83U1BSdToeTkxPl5eXs27ePP/zhD6SkpLB161Y2b97c4hgzMzNRq9V89dVX9O7dGxsbG8OxgoICli5dyubNmxkyZAgFBQX88ssvDB48mC1bthhy8V977TXDfQh30qlTJ2pra1scqxBCCCEebnXNHOxbW1vfcWB/J6NHj2b06NEN9t24cQNXV1d0Oh2mpqZcvHgROzu7O9ZfuXIlu3btIjExkR49etyzLxnsdxBqtZq5c+ei1WoxNTVlxYoVAIwZM4bs7Gy6d+8OwNSpU1mwYAFxcXEolUoWLVoEgJubG0FBQaxfv56YmBiWLVtGTU0NlpaWhraaIj8/nzVr1rBu3bpGx3788UeSk5MxNzdn+fLlDY45Ozvz7LPPMnbsWMzNzXnuuecYNmwYL7zwAosWLWLs2LHodDpCQ0P53e9+x759++7Yf9euXbG3t0etVrfKFxQhhBBCiF+DUqnkD3/4A1lZWYwbN460tDRD+vStNm7cSG5uLlu2bGnSlwuFXnIfOqza2lrmzZuHl5cXo0aNatNY3N3d2bRpE46Ojg32r127FgcHB1QqVRtF1n5UlpYaXdfK1rYVIzHe0dONcwub4inH+i+jleVlRvdtZdOFAydOG13fxan+b/PrA/8xqr67y/8F4PCpc0bH0Pd3Txhd96byYuM+AwAbu/rPwX3RP4xu4+tFk42uK4QQ7cn3h35pVvkhv3+yxX2eOXOGsLAwSkpKeOKJJ3j//fexsbFhy5YtFBcXExwczAsvvIClpWWDgX58fLxhYvd2MrPfQen1eoYOHcqLL77IyJEj2zocIYQQQghxHw4ODnfMTPD39ze83rt3b7PalMF+B6VQKO77kIVf09dff33H/U25O10IIYQQ4tfWUZJfJI1HCCGEEEKI2/zr3yeaVf6lfk4PKJKWkZl9IdqJispKo+ta32N93V9TRcml+xe6A+uujwNQWm78NbC1seLyL8eMrv/Yk32Alp9DW9970dL7HgBKThw1uo2uTk9x/Gyx0fV729955QkhhBDGkcG+EEIIIYQQt2nu0pvtlQz2hRBCCCGEuI2ejjHYN2nrAIQQQgghhBAPhszsCyGEEEIIcZsOksUjM/u/ZfPnz+fMmTOt2qZWqyUsLKxV2nr66acByM3NNbQZFhaGVqttcdu5ubmo1eoG+z777LNWi10IIYQQD7c6vb5ZW3slg/3fsNzc3A6zBmxL1NTU8N577/HXv/61rUMRQgghhGhXJI2nDZ0/f56QkBCqqqowMTHBw8ODXbt2kZSUBNTPsh84cAB/f38iIyOpra3FzMyMqKgosrOzKS4uJigoiMTERIqKioiKiqK6uhpbW1sWL15Mz549UavVODs7s3//fmpqaggJCWHTpk0cP36cgIAAAgIC7hpfXl4ey5Yto6amBltbW5YsWUKvXr3Ys2cPq1evprq6moqKCubPn8/IkSM5ffo0oaGhVFVV4eLict/zT0lJYcOGDSgUCvr160dERAQWFhZ8/PHHpKenc+3aNZRKJdHR0Tg5OfHtt98SFRWFmZkZTz75v4+k3rt3L3V1dYSGhnLw4MEWfy5CCCGEEB1lQlVm9ttQcnIybm5uaLVagoODUSqVXLx4kVOnTgGQlpaGSqUiISGBwMBAtFotvr6+5OXlERQUhJ2dHfHx8VhYWBAeHk50dDSpqakEBgYSERFh6Eev15OcnIynpycajYbY2FgSExOJi4u7a2zXr19nzpw5REREkJGRgZ+fH3PmzAHg448/RqPRkJqaikajISYmBoClS5eiUqlIT0/nueeeu+e5HzlyhA8//JDNmzezdetWzM3NiY2N5cqVK2zfvp3Nmzezbds23NzcSExM5Pr164SFhbFmzRq0Wi2PPPKIoa2XX36ZefPmNdgnhBBCCNESdfrmbe2VDPbb0JAhQ/joo4+YO3cuZWVlqNVqfHx8yMjI4OzZs5SUlODi4sLw4cNZunQp7777LlZWVowbN65BO4WFhRQVFTFt2jS8vb157733KCoqMhwfNmwYAPb29ri4uGBubo6DgwMVFRV3ja2wsBBra2sGDBgAwOjRozl16hSVlZWsWrWKo0ePEhcXx4YNG7h69SoAe/bsYfTo0QCMHz8epVJ51/b37t3LiBEjsP2fhwi9/vrr/PDDD1haWhIdHU1mZibR0dHk5ORQVVXFkSNHsLOzo3fv3gD4+Pg093ILIYQQQjx0JI2nDQ0aNIjMzEx27txJVlaWYaZ8ypQpdO7cGW9vbwC8vLwYOHAgOTk5bNy4kZ07d6LRaAzt1NXV4ejoSHp6OgA6nY5Ll/73KaC3Dro7dWraR15XV9don16vR6fTMXHiRFxdXXF1dWXIkCGEhIQ0KAOgUCgwMbn7d8nb29fr9dTW1nLu3DnUajVvvPEGw4YN4/HHH+fQoUMoFIoGP6eZmpo26TyEEEIIIYwhaTyixVauXElGRgY+Pj5ERkZSUFCAg4MDPXr0ICkpyTDYnz17Nvn5+fj5+TFr1iwKCgqA+gGvTqfDycmJ8vJy9u3bB9Tnwt86ADeGk5MTZWVlhhz4rKws7O3tgfpZ/1mzZjFs2DB27NiBTqcD4MUXXyQjIwOA7Oxsampq7tr+Cy+8wNdff01ZWRkAn376Ka6uruTn59OrVy8CAgJ45pln2L59OzqdjqeffppLly5x+PBhADIzM1t0fkIIIYQQ96LX65u1tVcys9+G1Go1c+fORavVYmpqyooVKwAYM2YM2dnZdO/eHYCpU6eyYMEC4uLiUCqVLFq0CAA3NzeCgoJYv349MTExhptpLS0tDW01RX5+PmvWrGHdunWGfZ07d2b16tUsXbqUa9euYWNjw+rVq+nSpQsTJkzg1VdfpVOnTgwePJjq6mqqqqqIjIwkNDSUTz75hP79+2NhYXHXPvv27cvbb7+NWq3mxo0b9OvXj8WLF6NQKNiyZQtjxoxBr9fz/PPPc/ToUZRKJe+//z6hoaF06tQJZ2dnI664EEIIIcTDRaFvz19FHkK1tbXMmzcPLy8vRo0a1dbhtIrc3FxSU1NZvnx5W4fSrlVUVhpd19rKqhUjMV5FyaX7F7oD666PA1Babvw1sLWx4vIvx4yu/9iTfYCWn0NlaanRMVj9zz0sLVFZXmZ8/zZdACg5cdToNro6PcXxs8VG1+9tb2d0XSGEaE1f7D/crPJeg/o+oEhaRtJ42hG9Xs/QoUNRKBSMHDmyrcMRQgghhHhodZQ0HpnZF0IIIYQQ4jaf7zvUrPKj//D7BxRJy0jOvhBCCCGEELep6yDz4TLYF6KdaI1c67ZWccm4XG3rx+vztCvv8eyH+7Gytqb01C9G17f9Xf1TmUuONS9H86aufepzNcsvnDc6BpvuPYyue1NJmfHXsGsXawBO7/rC6DYch3uR/K8DRtef8JJLi/sXQojW0DGG+jLYF0IIIYQQopGOkukug30hhBBCCCFu01HSeGQ1HiGEEEIIITooGez/BsyfP58zZ860aptarZawsLBWaevpp58G6tfTv9lmWFgYWq22xW3n5uaiVqsb7Pvss88axH7mzBkGDhyIt7c33t7eTJ48ucX9CiGEEOLhptc3b2uvJI3nNyA3N5fp06e3dRhtrqamhrVr15KYmIinp6dh/88//8y4ceNYsmRJG0YnhBBCiI5EcvZFk50/f56QkBCqqqowMTHBw8ODXbt2kZSUBNTPsh84cAB/f38iIyOpra3FzMyMqKgosrOzKS4uJigoiMTERIqKioiKiqK6uhpbW1sWL15Mz549UavVODs7s3//fmpqaggJCWHTpk0cP36cgIAAAgIC7hpfXl4ey5Yto6amBltbW5YsWUKvXr3Ys2cPq1evprq6moqKCubPn8/IkSM5ffo0oaGhVFVV4eLict/zT0lJYcOGDSgUCvr160dERAQWFhZ8/PHHpKenc+3aNZRKJdHR0Tg5OfHtt98SFRWFmZkZTz75pKGdvXv3UldXR2hoKAcPHjTsz8/P5z//+Q/e3t7Y2NiwYMECw68NQgghhBAPM0nj+RUkJyfj5uaGVqslODgYpVLJxYsXOXXqFABpaWmoVCoSEhIIDAxEq9Xi6+tLXl4eQUFB2NnZER8fj4WFBeHh4URHR5OamkpgYCARERGGfvR6PcnJyXh6eqLRaIiNjSUxMZG4uLi7xnb9+nXmzJlDREQEGRkZ+Pn5MWfOHAA+/vhjNBoNqampaDQaYmJiAFi6dCkqlYr09HSee+65e577kSNH+PDDD9m8eTNbt27F3Nyc2NhYrly5wvbt29m8eTPbtm3Dzc2NxMRErl+/TlhYGGvWrEGr1fLII48Y2nr55ZeZN29eg30AZmZmjB8/ntTUVCZPnsz06dO5fv168z4kIYQQQohb1On1zdraKxns/wqGDBnCRx99xNy5cykrK0OtVuPj40NGRgZnz56lpKQEFxcXhg8fztKlS3n33XexsrJi3LhxDdopLCykqKiIadOm4e3tzXvvvUdRUZHh+LBhwwCwt7fHxcUFc3NzHBwcqLjH2uWFhYVYW1szYMAAAEaPHs2pU6eorKxk1apVHD16lLi4ODZs2MDVq1cB2LNnD6NHjwZg/PjxKJXKu7a/d+9eRowYga2tLQCvv/46P/zwA5aWlkRHR5OZmUl0dDQ5OTlUVVVx5MgR7Ozs6N27NwA+Pj73vb4zZ85k4sSJmJiYMHz4cB599FFOnDhx33pCCCGEEHej1+ubtbVXMtj/FQwaNIjMzExefvllsrKymDp1Kj4+PmRmZrJt2za8vb0B8PLyIjU1lQEDBrBx40YWLlzYoJ26ujocHR1JT08nPT0drVbLP//5T8PxWwfdnTo1LUOrrq6u0T69Xo9Op2PixIkcPHiQ/v37M3Xq1EZlABQKBSYmd/8zur19vV5PbW0t586d4/XXX6eyspJhw4bh4+ODXq9HoVA0+Adjamp633PYvHkzpaWlDfpo6vkLIYQQQnRkMtj/FaxcuZKMjAx8fHyIjIykoKAABwcHevToQVJSkmGwP3v2bPLz8/Hz82PWrFkUFBQA9QNenU6Hk5MT5eXl7Nu3D6jPhQ8JCWlRbE5OTpSVlRly4LOysrC3twfqZ/1nzZrFsGHD2LFjBzqdDoAXX3yRjIwMALKzs6mpqblr+y+88AJff/01ZWX1T4f99NNPcXV1JT8/n169ehEQEMAzzzzD9u3b0el0PP3001y6dInDh+ufYpqZmXnfc9i7dy/JyclA/a8OdXV1ODk5GXlFhBBCCCGgTt+8rb2S6c9fgVqtZu7cuWi1WkxNTVmxYgUAY8aMITs7m+7duwMwdepUFixYQFxcHEqlkkWLFgHg5uZGUFAQ69evJyYmxnAzraWlpaGtpsjPz2fNmjWsW7fOsK9z586sXr2apUuXcu3aNWxsbFi9ejVdunRhwoQJvPrqq3Tq1InBgwdTXV1NVVUVkZGRhIaG8sknn9C/f38sLCzu2mffvn15++23UavV3Lhxg379+rF48WIUCgVbtmxhzJgx6PV6nn/+eY4ePYpSqeT9998nNDSUTp064ezsfN/zWrBgAWFhYaSnp2NmZkZ0dPQ9f20QQgghhLiftkjNOXv2LKGhoZSUlPDkk0/y3nvv3XWcdeXKFV577TWWLVuGq6vrXdtU6NtzklEHVltby7x58/Dy8mLUqFFtHU6ryM3NJTU1leXLl7d1KL9JleVlRte1sunSipEYr+JSsVH1rB+3A6DyHveX3I+VtTWlp34xur7t7+pXfio5dtio+l379AWg/MJ5o2Ow6d7D6Lo3lZQZfw27drEG4PSuL4xuw3G4F8n/OmB0/QkvubS4fyGEaA2f7M5rVvnXhz7b4j7ffvttxo8fz6uvvkpcXBxVVVWEhobesew777xDTk4Oa9euvedgX6Y/24Ber2fo0KEoFApGjhzZ1uEIIYQQQojbNPcG3YqKCk6fPt1ou9dCKbe6ceMGe/fuNTxLSKVS8cUXd578yMrKwsLCoklLjUsaTxtQKBR8//33bR1Gq3N1db3nN0shhBBCiI4qISGB2NjYRvtnzJjBzJkz71u/tLQUS0tLwyIj3bp148KFC43KnT17loSEBBISEnjrrbfu264M9oVoJ9pLKk5L3EzHMZaVtXWL6t9MxWmJm+k4xmqNVJyWuJmK0xItTYWZ8NL9H7b3IPsXQojW0Hi9wnubNGnSHZcMt77D/9s+//xzoqKiGuzr1asXCoWiwb7b39fV1bFgwQIiIiIaPXfobmSwL0Q70dJ89fbA2Hz1mwPkispKo/u2trLi0tECo+s//lT9zeAlJ44aVb+r01MAlBc3noVpKhu77kbXvak95Oxv22v85zD2eedWydmXvH8hREs197ZWa2vrOw7s72T06NGGZxbddOPGDVxdXdHpdJiamnLx4kXs7BpOop04cYITJ06wYMECAE6dOkV4eDhLly5l8ODBd+xLBvtCCCGEEEK0MaVSyR/+8AeysrIYN24caWlphgem3tSnTx927dpleK9Wq5kxY4bcoCuEEEIIIURztMUTdBcuXMinn37KmDFj2LdvH7NnzwZgy5YtxMTEGNWmzOwLIYQQQghxm7Z4UJaDgwObN29utN/f3/+O5e9U9nYys/8bNn/+fM6cOdOqbWq1WsLCwlqlrZvLQeXm5hraDAsLQ6vVtrjt3Nxc1Go1UP/UXFdXV7y9vfH29mb+/Pktbl8IIYQQoiOQmf3fsNzcXKZPn97WYbS5n3/+mTfffJO33367rUMRQgghRAfRUZ47K4P9NnT+/HlCQkKoqqrCxMQEDw8Pdu3aRVJSElA/y37gwAH8/f2JjIyktrYWMzMzoqKiyM7Opri4mKCgIBITEykqKiIqKorq6mpsbW1ZvHgxPXv2RK1W4+zszP79+6mpqSEkJIRNmzZx/PhxAgICCAgIuGt8eXl5LFu2jJqaGmxtbVmyZAm9evViz549rF69murqaioqKpg/fz4jR47k9OnThIaGUlVVhYvL/ZfeS0lJYcOGDSgUCvr160dERAQWFhZ8/PHHpKenc+3aNZRKJdHR0Tg5OfHtt98SFRWFmZkZTz75v0ss5ufnc+nSJbZt24aDgwMLFy7kiSeeaPHnI4QQQoiHV10HGexLGk8bSk5Oxs3NDa1WS3BwMEqlkosXL3Lq1CkA0tLSUKlUJCQkEBgYiFarxdfXl7y8PIKCgrCzsyM+Ph4LCwvCw8OJjo4mNTWVwMBAIiIiDP3o9XqSk5Px9PREo9EQGxtLYmIicXFxd43t+vXrzJkzh4iICDIyMvDz82POnDkAfPzxx2g0GlJTU9FoNIYbRpYuXYpKpSI9PZ3nnnvunud+5MgRPvzwQzZv3szWrVsxNzcnNjaWK1eusH37djZv3sy2bdtwc3MjMTGR69evExYWxpo1a9BqtQ3WlrWyskKtVrN161aGDx/Of/3Xfxn9mQghhBBCAOj1zdvaKxnst6EhQ4bw0UcfMXfuXMrKylCr1fj4+JCRkcHZs2cpKSnBxcWF4cOHs3TpUt59912srKwYN25cg3YKCwspKipi2rRpeHt7895771FUVGQ4fnPZJnt7e1xcXDA3N8fBweGej28uLCzE2tqaAQMGAPXrwZ46dYrKykpWrVrF0aNHiYuLY8OGDVy9ehWoz52/uWbs+PHjUSqVd21/7969jBgxAltbWwBef/11fvjhBywtLYmOjiYzM5Po6GhycnKoqqriyJEj2NnZ0bt3b4AGD61YsmQJo0aNAupvYDl27BiVLVivXQghhBCiLVbjeRBksN+GBg0aRGZmJi+//DJZWVlMnToVHx8fMjMz2bZtG97e3gB4eXmRmprKgAED2LhxIwsXLmzQTl1dHY6OjqSnp5Oeno5Wq+Wf//yn4fitg+6bj2C+n7q6xs+N0+v16HQ6Jk6cyMGDB+nfvz9Tp05tVAbqn/hmYnL3P6/b29fr9dTW1nLu3Dlef/11KisrGTZsGD4+Puj1ehQKRYN/SKampoZ2PvjgA3Q6XYP2bh4XQgghhHiYyWC/Da1cuZKMjAx8fHyIjIykoKAABwcHevToQVJSkmGwP3v2bPLz8/Hz82PWrFkUFNQ/ndLU1BSdToeTkxPl5eXs27cPqM+FDwkJaVFsTk5OlJWVcfDgQQCysrKwt7cH/j97dx5XVZ0/fvx1WTVZRFMMtNSyGCqJHFPHjcVRJFcyE/UmfENy10kw+AmEipGgOaKkmY2iQ1LiBUkxaREhU1AmEAfDclxQ2QTBBSG53N8fjHdCcOG6gPh+Ph738bgdPp/PeZ9zrj3e93Pfn3NqZ/3nzp3LoEGD+P7777WJ9l/+8hcSEhIASEpKoqqq6pbjv/baa/zwww+UlZUB8NVXX9GnTx+ys7N55pln8PDw4OWXX+a7775DrVbzwgsvcOHCBX755RcAdu3aBYCenh7ffvste/bsAWpLn+zs7HjiiSfu6fiFEEII8Xir0Wga9WquZIFuE1IqlcyfPx+VSoW+vj7Lli0DwNXVlaSkJCwtLQGYNm0aCxcuJDIyEkNDQ4KDgwFwcHDA29ubDRs2sGrVKu1iWhMTE+1YdyM7O5uIiAg+++wz7TYjIyNWrlzJkiVLuHbtGubm5qxcuZK2bdsybtw4Xn/9dQwMDOjbty+VlZVUVFQQFBSEr68vX375JS+99BJt2rS55T5tbGx49913USqVXL9+nRdffJFFixahUCjYunUrrq6uaDQaevfuza+//oqhoSEff/wxvr6+GBgYYGtrqx1r2bJlBAYGEhkZSbt27QgLC2vMZRBCCCGEqKcZ5++NotA05yKjx1B1dTULFizAxcVFW4f+qEtLSyMuLo6PPvqoqUNp1i7fZg3FnZiamd3HSHRXXligUz9zy04AXLqHtRZmpqZc+DVH5/5P9qj9Alnyn1916t++ew8AyosKdY7BvKOlzn1vKCnT/XPUvm3t5+jsvm90HqPzYBd2HtL9OozobXvP+4d7PwYhhFi/J61R7b2H9XlAkdwbKeNpRjQaDQMHDkShUDBkyJCmDkcIIYQQ4rElZTzivlMoFBw4cKCpw7jv+vTpQ58+zfPbrhBCCCFEQ5pzAt8YUsYjhBBCCCHETT7Z3bgJ2BnD+z2gSO6NzOwL0UxcvnhR576m/31eQVMr+e0Xnfq1f84GgEsXinTet9mTHSn810Gd+1u+2hfQvdb7Rp33/YjhXjSHmv3Pv03Xuf87f32NsvN5d254C22tugCQn56i8xhPvTaIwszG1er+keUr8kumEC1BS5kPl2RfCCGEEEKIm7SQXF8W6AohhBBCCNFSycy+EEIIIYQQN2kpC3Ql2RdCCCGEEOImGlpGsi9lPM2Uv78/586da+owUCqVdd6fPXv2ge1r1apVfP/99/c8jpOT0wONUwghhBDiUSHJfjOVlpbWLFaBp6frfleNxpo7dy7Ozs4PbX9CCCGEELei0TTu1VxJGc8DUlBQgI+PDxUVFejp6eHs7My+ffuIiYkBQKVSkZWVhbu7O0FBQVRXV2NsbExoaChJSUkUFRXh7e1NdHQ0eXl5hIaGUllZiYWFBYsWLaJLly4olUpsbW3JyMigqqoKHx8fNm/ezIkTJ/Dw8MDDw6NOTCqVitTUVMrLy8nLy6N///4EBwcDsH79enbv3o1arWbAgAH4+vqydOlSAN588022bdumHefs2bN4eXlhYWFBq1at2LBhA2FhYaSnp6NWq3Fzc8PDwwONRsPy5cv57rvv0NfX56233mLKlCmcPn2a4OBgysrKaNWqFYGBgdja2uLn58drr71Gbm4ulpaW/N///R8As2fPZtSoUdjb2xMUFERBQQEKhYL58+fzl7/8hbKyMnx9fSkoKODZZ5+lqqrqwV9gIYQQQrRoLaVmX2b2H5DY2FgcHBxQqVTMmTMHQ0NDiouLOXPmDADx8fG4ubkRFRWFp6cnKpWK8ePHk5mZibe3Nx07dmT9+vW0adOGgIAAVqxYQVxcHJ6engQGBmr3o9FoiI2NZdiwYYSEhLBmzRqio6OJjIxsMK6ff/6ZiIgIEhIS2Lt3L7m5uaSkpHD06FFiY2OJj4+nsLCQhIQEAgICAOok+jecPIHbewAAACAASURBVHmS8PBwNm7cyFdffQVAXFwcsbGxfP/99xw+fJhvvvmGf/3rX3z99dds27YNlUpFcXEx77//Pr6+vsTFxbFkyRL+9re/1Rl79OjR7Ny5E4ArV67w888/M3jwYJYuXcobb7yBSqVi7dq1BAUFceXKFSIiIrC1teXrr79m0qRJXLhw4d4voBBCCCFECyAz+w9Iv379mD17NseOHWPw4MEolUoqKytJSEjAzc2NkpIS7OzsyM/PZ/HixaSmpuLk5ISjo2OdcU6dOkVeXh7Tp0/Xbrty5Yr2/aBBgwCwsrLCzs6O1q1bY21tzaVLDT9Yx97eHhMTEwC6dOlCeXk5Bw4c4MiRI7i5uQFQWVmJlZXVbY+vffv2dO7cGYADBw5w7NgxDh6sfZhQRUUFubm5nDhxguHDh2NkZISRkRE7duzg6tWrHD16FH9/f+1YFRUVXPzDA6VsbW35/fffOX36ND///DNOTk4YGRnx008/8Z///IeIiAgAqqurycvLIz09nRUrVgDQu3dvunTpctvYhRBCCCHupDmUU98Pkuw/IL169WLXrl0kJyeTmJhIXFwcISEheHl5YWRkxOjRowFwcXHB3t6evXv3smnTJpKTkwkJCdGOU1NTQ+fOndmxYwcAarW6zsy1oaGh9r2BwZ0vp7Gxsfa9QqFAo9GgVquZMmUKnp6eAFy6dAl9ff3bjtOqVSvte7Vaja+vL0OHDgWgtLSUNm3asGLFChQKhbbd2bNnMTc31yb+NxQUFNC2bds6448aNYrExER+/vlnvL29teciKipK27aoqIj27dtrj+OGO8UuhBBCCHEnUsYjbissLIyEhATGjh1LUFAQOTk5WFtb06lTJ2JiYrTJ/rx588jOzmbChAnMnTuXnJwcoDZhVavVdO/enfLycg4fPgzA9u3b8fHxua+x9u3bVzvrXl1dzcyZM9mzZ482jurq6jv2/+qrr7h+/TpXr15l4sSJZGZm0rt3b5KSkrh+/TrXrl3Dy8uLCxcu0LVrV22yv3//fiZNmlRvzJEjR5KYmMjp06fp1auXdj9ffPEFAL/99hsjR47k2rVr9OvXTzvekSNHtKVSQgghhBCPO5nZf0CUSiXz589HpVKhr6/PsmXLAHB1dSUpKQlLS0sApk2bxsKFC4mMjMTQ0FC7YNbBwQFvb282bNjAqlWrWLp0KVVVVZiYmGjHuhvZ2dlERETw2Wef3bKNk5MTv/zyC+PHj0etVjNw4EDGjh0LgLOzM6NHj0alUt2y/4QJEzh9+jRjx46luroaNzc3+vTpA8DRo0dxc3OjpqaGt99+m27duhEeHk5wcDAbNmzA0NCQlStX1vkFAOCpp57CwsICe3t77d8CAgIICgpi5MiRQO0XKhMTE+bMmYOfnx+vv/463bt3lzIeIYQQQtyzmpqWMbOv0LSUgqRHQHV1NQsWLMDFxUVb8vIoUSqVhIaGamv1xf11+Q/rFhrL1MLiPkaiu5LfftGpX/vnbAC4dKFI532bPdmRwn8d1Lm/5at9ATi77xud+nce7AJwX2K4FyVlDa/XuRvt25oBup8DqD0Pn3+r+y173/nra5Sdz9O5f1ur2i/7+ekpOo/x1GuDKMxM07m/5St9dO4rhGg+lqmSG9X+fTeHBxLHvZIynodEo9EwcOBAFAoFQ4YMaepwhBBCCCHEbdRoNI16NVcysy+EEEIIIcRNPozd26j2/2+c450bNQGZ2RdCCCGEEKKFkgW6QjQTl2/xbIS7YWpmdh8j0d2vZwt16tejc+2C9Xtdt5D1n7M697frXrsW5Yes4zr1d7J7HoBfzuTrHIPN00/p3PeG8iLdrgGAecfa6/DXxRt1HuPbIM97rvk/mV+sc/9uT3UAIP7gUZ3HGNP3Jb7J0G39CYBLLxv+8d0hnfv/35DeOvcVQtw/LaX4RWb2hRBCCCGEuElT1OyfP3+eSZMm4eLiwvTp07l69Wq9Nr///jshISGMGTOG119/nR9//PG2Y0qyL4QQQgghRDOwaNEiJk6cyDfffMNLL73EJ598Uq/Nhg0buHjxInFxcfz973/H39//tr9CSLIvhBBCCCHETTSNfF26dImzZ8/We126yzLd69evc+jQIYYNGwaAm5sb33xTvyxy9+7dTJ06FYVCQY8ePdi4caMk+6KWv78/586da+owUCqVdd6fPat7nfXNjhw5Qnh4+H0bTwghhBCPp8aW8URFReHs7FzvFRUVdVf7u3jxIiYmJhgY1C6p7dChA4WF9ddhnT59mkOHDjFx4kTeeustLly4gJ7erVN6WaD7GElLS2PmzJlNHQbp6bo/cOdOfvvtN0pKSh7Y+EIIIYQQDZkyZQpjx46tt92sgZto7N69m9DQ0DrbnnnmGRQKRZ1tN/83gFqtpqCggOjoaHJzc/Hy8mL37t2Ympo2GJck+4+QgoICfHx8qKioQE9PD2dnZ/bt20dMTAwAKpWKrKws3N3dCQoKorq6GmNjY0JDQ0lKSqKoqAhvb2+io6PJy8sjNDSUyspKLCwsWLRoEV26dEGpVGJra0tGRgZVVVX4+PiwefNmTpw4gYeHBx4eHnViUqlUpKamUl5eTl5eHv379yc4OBiA9evXs3v3btRqNQMGDMDX15elS5cC8Oabb7Jt2zbtOFeuXOG9997jwoULAMycORNnZ2dOnz5NcHAwZWVltGrVisDAQGxtbfHz88PExIR///vfFBYWMnPmTP76178SERFBRUUFa9euZfr06Q/+ogghhBCiRWrs3XjMzMwaTOwbMnz4cIYPH15n2/Xr1+nTpw9qtRp9fX2Ki4vp2LFjvb5PPvkkr7/+OgqFAhsbGzp16sTJkyfp2bNng/uSMp5HSGxsLA4ODqhUKubMmYOhoSHFxcWcOXMGgPj4eNzc3IiKisLT0xOVSsX48ePJzMzE29ubjh07sn79etq0aUNAQAArVqwgLi4OT09PAgMDtfvRaDTExsYybNgwQkJCWLNmDdHR0URGRjYY188//0xERAQJCQns3buX3NxcUlJSOHr0KLGxscTHx1NYWEhCQgIBAQEAdRJ9gG+//RZra2tUKhVLly7l8OHDALz//vv4+voSFxfHkiVL+Nvf/qbtU1BQwBdffMHatWsJCwvDzMyMOXPm4OTkJIm+EEIIIe6JRtO4170yNDTkz3/+M4mJiUBtXjdo0KB67RwdHbVt8vLyyM/Pp1u3brccV2b2HyH9+vVj9uzZHDt2jMGDB6NUKqmsrCQhIQE3NzdKSkqws7MjPz+fxYsXk5qaipOTE46OdZ/odurUKfLy8uokxFeuXNG+v/HBsrKyws7OjtatW2NtbX3LBSb29vaYmJgA0KVLF8rLyzlw4ABHjhzBzc0NgMrKSqysrG55bPb29nz88ccUFhbi4ODAzJkzuXr1KkePHsXf31/brqKigov/vRd7//79USgUPP/885SVlTXmVAohhBBCNDsffPABfn5+rF27lqeeeoqPP/4YgK1bt1JUVMTcuXPx8fFh8eLFvP766wCEhITcsoQHJNl/pPTq1Ytdu3aRnJxMYmIicXFxhISE4OXlhZGREaNHjwbAxcUFe3t79u7dy6ZNm0hOTiYkJEQ7Tk1NDZ07d2bHjh1Abe3XjfIZqP1mecONRSK3Y2xsrH2vUCjQaDSo1WqmTJmCp6cnULtCXV9f/5ZjdO3ald27d5OamsrevXv5xz/+wbZt2zAyMtLGCbWz+W3btq2z34bq2YQQQggh7sX9und+Y1hbW7Nly5Z6293d3bXvTUxMCAsLu+sxpYznERIWFkZCQgJjx44lKCiInJwcrK2t6dSpEzExMdpkf968eWRnZzNhwgTmzp1LTk4OAPr6+qjVarp37055ebm2VGb79u34+Pjc11j79u3Ljh07uHr1KtXV1cycOZM9e/Zo46iurq7T/p///CerV69m+PDhfPDBB5SWlqLRaOjatas22d+/fz+TJk267X4bGlsIIYQQorE0Gk2jXs2VJPuPEKVSyZ49exg9ejSzZs1i2bJlALi6uvLss89iaVn7qPtp06axdu1axo4dS3h4uHbBrIODA97e3hQWFrJq1So++ugjRo4cSVxcnHbh7N3Izs5m6tSpt23j5OTE0KFDGT9+PCNGjMDGxka7Qt3Z2ZnRo0dTVVWlbT9mzBhOnjzJyJEjmTRpEr6+vpiZmREeHk5sbCwjR45kxYoVrFy58rYz+T179iQrK4vly5ff9fEIIYQQQrRUCk1z/ioi7qi6upoFCxbg4uLC0KFDmzqcRlMqlYSGhtK5c+emDqXJXb7Lh240xPQuV/8/aL+erX8/4LvRo3PtF9XL/12PoQtTCwuy/qP7Mxvsutd+Bn/IOq5Tfye75wH45Uy+zjHYPP2Uzn1vKC/S7RoAmHesvQ5/XbxR5zG+DfLk7L76D4G5W50Hu3Ayv1jn/t2e6gBA/MGjOo8xpu9LfJPxi879XXrZ8I/vDunc//+G9Na5rxDi/vl//9zTqPYfTh72gCK5NzKz/wjTaDQMHDgQhULBkCFDmjocIYQQQogWo7EP1WquZIHuI0yhUHDgwIGmDuOeNLQIRQghhBBC3B9SxiOEEEIIIcRN3t+8u1Htl709/M6NmoDM7AshhBBCCHGTmhYyHS7JvhBCCCGEEDfR0DKyfVmgK4QQQgghRAslM/tCCCGEEELcpKUsa5WZ/dvw9/fn3LlzTR1Gs5SWloafnx8Afn5+qFSqem1UKpW2TWPHViqVOsf2wgsv6NxXCCGEEAJqa/Yb82quJNm/jbS0tBbzrU4IIYQQQjx+WnQZT0FBAT4+PlRUVKCnp4ezszP79u0jJiYGqJ15zsrKwt3dnaCgIKqrqzE2NiY0NJSkpCSKiorw9vYmOjqavLw8QkNDqaysxMLCgkWLFtGlSxeUSiW2trZkZGRQVVWFj48Pmzdv5sSJE3h4eODh4VEnJpVKRXJyMiUlJRQXF+Po6Iifnx/p6emEh4dTU1NDjx49CA4OJiAggNzcXBQKBe+88w5jxoyhqqqKRYsWkZGRgaGhITNmzMDV1ZUjR440GN/GjRuJi4tDT0+Pnj17snjxYn755Zd6x9u1a1dSUlKIiIigurqazp07s2TJEiwsLFi2bBn79+9HT0+PIUOGMGvWrHrnOjk5mX/+859cv36d6dOn4+rqWufvmZmZLF26lKqqKiwsLFi8eDHPPPMMx44dIygoiMrKSszNzVm+fHmdflFRUXz33XesX7+eoqIigoODKSsro1WrVgQGBmJra8vZs2fx9fWloqICOzu7+/shEkIIIcRjqaVM+LboZD82NhYHBwe8vLxISUnh+PHjFBcXc+bMGZ5++mni4+OZP38+UVFReHp6Mnz4cOLi4sjMzMTb25uYmBjWr19PmzZtCAgIYN26dVhZWZGamkpgYCCbNm0Caj8MsbGxrFmzhpCQEBISEigtLWXMmDH1kn2AjIwMduzYgZmZGW+//Tbffvst5ubmnDp1ir1792JqakpYWBgWFhbs3LmT0tJS3nzzTWxsbPjxxx+pqKhg9+7dlJSU4OHhwZAhQxqM7/PPP+fTTz8lNTUVfX19Fi5cSGFhYYPHa2ZmxooVK9i8eTPm5ubExMSwfPlyZsyYQUpKCrt27eLatWv4+/tTVVVV75iuXbvGV199RUlJCW+88Qa9e//vce+///477733Hn//+9/p2bMnu3fv5r333mP79u34+Pjg4+ODo6MjX3zxBVFRUTg4OAC1X4ySkpJYv349rVu35v333ycoKAhbW1t+++03Zs6cyZ49e1iyZAlubm68+eabxMfH8+WXXz6Ij5MQQgghHiPN+am4jdGik/1+/foxe/Zsjh07xuDBg1EqlVRWVpKQkICbmxslJSXY2dmRn5/P4sWLSU1NxcnJCUdHxzrjnDp1iry8PKZPn67dduXKFe37QYMGAWBlZYWdnR2tW7fG2tqaS5cuNRiXs7MzTz75JACurq4cPHiQYcOG0a1bN0xNTQE4ePAgH374IQDt2rXD2dmZ9PR0Dh06xPjx49HT06NDhw7s2rWL48ePNxifvr4+9vb2jBs3DmdnZzw9PbG0tGTw4MH1jjclJYX8/HzefvttAGpqajA3N8fS0hJjY2MmTJiAo6MjPj4+GBsb1zumsWPHYmBggKWlJa+88gpZWVl1zp+ZmRk9e/YEYPjw4QQFBXHu3DntrxsAEydOBGrLp44fP05gYCAff/wxbdq04erVqxw9ehR/f3/tuBUVFVy8eJH09HRWrFgBwKhRowgICLjFJ0IIIYQQ4vHSopP9Xr16sWvXLpKTk0lMTCQuLo6QkBC8vLwwMjJi9OjRALi4uGBvb8/evXvZtGkTycnJhISEaMepqamhc+fO7NixAwC1Ws2FCxe0fzc0NNS+NzC48ynV19evM/aN/27VqpV2+80/HWk0GtRqNQYGBigUCu3206dP3za+Tz75hMzMTFJSUvDy8mL58uUNHq+DgwOvvvoq69atA6CqqoqrV69iYGDAtm3bSE9PJyUlhQkTJrBly5Y7HtMfz0lNTU299jeO74/HUlVVRVFREQBt2rQhNDSUpUuXMnDgQGpqajAyMtIeI9SWabVt27beeHp6shRFCCGEEPempZTxtOisKCwsjISEBMaOHUtQUBA5OTlYW1vTqVMnYmJitMn+vHnzyM7OZsKECcydO5ecnBygNoFVq9V0796d8vJyDh8+DKAtP9FVamoqly9fpqqqil27dml/Gfijvn37EhsbC0BpaSnff/89r732Gr179yYxMRGNRkNJSQmTJ0/G2tq6wfhKS0txdXXl+eefZ+7cufTv35/c3NwGj9fOzo7MzExOnjwJ1H5JCAsLIycnh8mTJ9O7d2/ef/99nn32WW2bP9q1axcajYZz585x9OhRXn75Ze3funfvTllZGUeOHAEgMTERKysrrK2tsbS05McffwRgx44drFq1CgBra2ucnJx47bXXiIiIwNTUlK5du2qT/f379zNp0iQA/vKXv5CQkABAUlJSg2VGQgghhBCNodE07tVcteiZfaVSyfz581GpVOjr67Ns2TKgtnQmKSkJS0tLAKZNm8bChQuJjIzE0NCQ4OBgABwcHPD29mbDhg2sWrVKu8DUxMREO9bdyM7OJiIigs8++wyoLcuZOnUqFy9eZNSoUQwcOJC0tLQ6fWbOnElwcDAjR45ErVYzbdo0XnzxRXr06EFISAijRo0CIDAwEFNT0wbja9euHW+99Rbjxo2jdevWdOvWTVtPf/PxdujQgQ8//JB58+ZRU1ODpaUl4eHhWFhY8MorrzBixAhat27Nq6++yqBBg8jIyKgT7xNPPIGbmxvV1dUsXryYdu3aaf9mZGTEypUrWbJkCdeuXcPc3JyVK1cCEB4eTnBwsHZfYWFhdb5MLFiwgBEjRjBy5Eht2w0bNmBoaMjKlStRKBQEBQXh6+vLl19+yUsvvUSbNm3u+toIIYQQQrRkCk1L+Y3iLlVXV7NgwQJcXFwYOnToQ9+/SqUiPT2djz766KHv+35KS0sjLi7ukT8OIYQQQoiGzFi/486N/uAT79EPKJJ706LLeG6m0WgYOHAgCoWCIUOGNHU4QgghhBCimdJoNI16NVeP3cy+EEIIIYQQdzL90/hGtV/77pgHFMm9adE1+0IIIYQQQuiipUyHS7IvRDNx+RbPZbgbpmZm9zES3RVfLNepXwcLcwAull/Wed8W5qaUnc/TuX9bqy4AXCot0am/Wbv2AJTln9M9hqesde57w6XLup9Ds/8+56O0XPfPYjtzs3u+jiVluu+/fdvafwv3Okb+hYs693/qSQvOFFy4c8NbeLpT7XNYdD2PFuamOu9bCPE/LeWhWo9Vzb4QQgghhBCPE5nZF0IIIYQQ4iYaWsbMviT7QgghhBBC3KSmZeT6UsYjhBBCCCFESyXJ/l3w9/fn3DndF921ZGlpafj5+T3QfWzdupWtW7c+0H0IIYQQQvxRS7nPviT7dyEtLa1ZX8SWzt3dHXd396YOQwghhBCPkZaS7D8WNfsFBQX4+PhQUVGBnp4ezs7O7Nu3j5iYGABUKhVZWVm4u7sTFBREdXU1xsbGhIaGkpSURFFREd7e3kRHR5OXl0doaCiVlZVYWFiwaNEiunTpglKpxNbWloyMDKqqqvDx8WHz5s2cOHECDw8PPDw86sSkUqlITk6mpKSE4uJiHB0d8fPzIz09nfDwcGpqaujRowfBwcEEBASQm5uLQqHgnXfeYcyYMVRVVbFo0SIyMjIwNDRkxowZuLq6cuTIkQbj27hxI3Fxcejp6dGzZ08WL17ML7/8Uu94u3btSkpKChEREVRXV9O5c2eWLFmChYUFy5YtY//+/ejp6TFkyBBmzZpV55j8/PwoKyvj9OnT+Pr6EhISwubNm+ncuTNpaWmsWbOGLVu2oFQqefnll8nIyKC0tJSAgAAGDx6Mn58fJiYm/Pvf/6awsJCZM2fyxhtvsHr1agBmz57NgAEDGDZsGBkZGejr6/P3v/+dLl26kJaWRkhICPr6+rzyyiucOHGCLVu2PJTPlxBCCCFaHqnZf4TExsbi4OCASqVizpw5GBoaUlxczJkzZwCIj4/Hzc2NqKgoPD09UalUjB8/nszMTLy9venYsSPr16+nTZs2BAQEsGLFCuLi4vD09CQwMFC7H41GQ2xsLMOGDSMkJIQ1a9YQHR1NZGRkg3FlZGSwatUqdu7cSVZWFt9++y0Ap06dIioqimXLlrF69WosLCzYuXMnUVFRrF69ml9++YUtW7ZQUVHB7t272bhxI5GRkfz+++8NxqdWq/n000/Zvn07KpWK69evU1hY2ODxlpaWsmLFCj7//HPi4+MZMGAAy5cv59y5c6SkpJCQkMDWrVv57bffqKqqqndMbdu2Zffu3Tg5Od32mly/fp0vv/wSf39/Vq1apd1eUFDAF198wdq1awkLC6vXr7i4mH79+hEfH0/v3r2Jjo7m+vXrLFiwgPDwcOLj4zEweCy+wwohhBDiAWqKmf3z588zadIkXFxcmD59OlevXq3X5vfff2f+/PmMHDmS0aNH89NPP912zMciK+rXrx+zZ8/m2LFjDB48GKVSSWVlJQkJCbi5uVFSUoKdnR35+fksXryY1NRUnJyccHR0rDPOqVOnyMvLY/r06dptV65c0b4fNGgQAFZWVtjZ2dG6dWusra25dIuHJTk7O/Pkk7UPT3F1deXgwYMMGzaMbt26Yfrfh9scPHiQDz/8EIB27drh7OxMeno6hw4dYvz48ejp6dGhQwd27drF8ePHG4xPX18fe3t7xo0bh7OzM56enlhaWjJ48OB6x5uSkkJ+fj5vv/02ADU1NZibm2NpaYmxsTETJkzA0dERHx8fjI2N6x1Tz5497+qaDBw4EIAePXpQVlam3d6/f38UCgXPP/98ne236nv48GGOHz9O+/btsbGxAWDcuHEsXbr0ruIQQgghhGguFi1axMSJE3n99deJjIzkk08+wdfXt06bHTt2UFNTw9dff01ubi5Tp04lJSXllmM+Fsl+r1692LVrF8nJySQmJhIXF0dISAheXl4YGRkxevRoAFxcXLC3t2fv3r1s2rSJ5ORkQkJCtOPU1NTQuXNnduzYAYBarebChf89JdHQ0FD7/m5ml/X19euMfeO/W7Vqpd1+8zdFjUaDWq3GwMAAhUKh3X769OnbxvfJJ5+QmZlJSkoKXl5eLF++vMHjdXBw4NVXX2XdunUAVFVVcfXqVQwMDNi2bRvp6emkpKQwYcKEBstk/hj7H+Ovrq6us/3GF4U/HsPttt+qjUajQV9fn5qamlu2F0IIIYRorMbO1l+6dKnBCV4zMzPM7uJJ99evX+fQoUPaihA3NzcmT55cL9mvqanh2rVrqNVqrl27Vi/3utljUcYTFhZGQkICY8eOJSgoiJycHKytrenUqRMxMTHaZH/evHlkZ2czYcIE5s6dS05ODlCblKvVarp37055eTmHDx8GYPv27fj4+OgcV2pqKpcvX6aqqopdu3Zpfxn4o759+xIbGwtAaWkp33//Pa+99hq9e/cmMTERjUZDSUkJkydPxtrausH4SktLcXV15fnnn2fu3Ln079+f3NzcBo/Xzs6OzMxMTp48CdR+SQgLCyMnJ4fJkyfTu3dv3n//fZ599lltm1uxsLDgt99+A+D777/X+TzdSffu3bl06RK5ubkAfP311w9sX0IIIYR4PNRoGveKiorC2dm53isqKuqu9nfx4kVMTEy0E8YdOnSgsLCwXruxY8dSVlbGwIEDmTx58h1z0cdiZl+pVDJ//nxUKhX6+vosW7YMqC2dSUpKwtLSEoBp06axcOFCIiMjMTQ0JDg4GAAHBwe8vb3ZsGEDq1atYunSpVRVVWFiYqId625kZ2cTERHBZ599BtSW5UydOpWLFy8yatQoBg4cSFpaWp0+M2fOJDg4mJEjR6JWq5k2bRovvvgiPXr0ICQkhFGjRgEQGBiIqalpg/G1a9eOt956i3HjxtG6dWu6devGG2+8Qe/evesdb4cOHfjwww+ZN28eNTU1WFpaEh4ejoWFBa+88gojRoygdevWvPrqqwwaNIiMjIxbHu+cOXNYsmQJa9asYcCAAXd9nhrLyMiIsLAw3n//ffT09OjWrdsdv+UKIYQQQtxPU6ZMYezYsfW2NzSrv3v3bkJDQ+tse+aZZ+pVNjRU6bBmzRpeeeUVtm7dyqlTp/Dw8ODFF1/E2tq6wbgUmuZ8r6AHqLq6mgULFuDi4sLQoUMf+v5VKhXp6el89NFHD33f91NaWhpxcXFNehw1NTUsX76cWbNm8cQTT7Bx40YKCwsf+P3/77fLt1jbcTdM7+LnwYeh+GK5Tv06WJgDcLH8ss77tjA3pex8ns7921p1AeBSaYlO/c3atQegLF/3Z3K0farh/1E3xqXLup9Ds/+uFSot1/2z2M7cNNvrtgAAIABJREFU7J6vY0mZ7vtv37b238K9jpF/4aLO/Z960oIzBRfu3PAWnu5Uu5ZL1/NoYW6q876FEP8zceWXjWr/xd/euqf9Xb9+nT59+nDo0CH09fXJz89n8uTJ9aojXn/9dVauXMnzzz8P1E6uDh8+nOHDhzc47mNRxnMzjUbDwIEDUSgUDBkypKnDEfdIT0+Ptm3bMm7cOEaPHs2hQ4d49913mzosIYQQQjzCajSaRr3ulaGhIX/+859JTEwEau8W2VCJt42NDd999x1QW+J99OhR/vSnP91y3Md2Zl8IIYQQQohbmfBxTKPax7w34Z73ee7cOfz8/CgpKeGpp57i448/xtzcnK1bt1JUVMTcuXO5cOECgYGBnDlzBj09Pd59911GjBhxyzEl2RdCCCGEEOImbzUy2f/yPiT7D8JjsUBXCCGEEEKIxmgp8+GPZc2+EEIIIYQQjwOZ2RdCCCGEEOIm92PRbXMgyb4QQgghhBA3aSG5vpTxPEr8/f05d073e3g/DE5OTkDtcwQae5/7r776ioEDB7Js2TIiIiJwcHBg48aNDyJMIYQQQojHgszsP0LS0tKYOXNmU4fxwOzcuZPQ0FAGDBiAs7MzGzdupFu3bk0dlhBCCCEeQy1lga4k+w9RQUEBPj4+VFRUoKenh7OzM/v27SMmpvbWTiqViqysLNzd3QkKCqK6uhpjY2NCQ0NJSkqiqKgIb29voqOjycvLIzQ0lMrKSiwsLFi0aBFdunRBqVRia2tLRkYGVVVV+Pj4sHnzZk6cOIGHhwceHh51YlKpVMTFxVFWVoajoyMjRoxgyZIlVFRUUFpaire3N+7u7qxevZrz589z6tQpSktLmT59OgcOHCArKwsbGxtWrlxZ75HOp0+fZtKkSZSXl+Pg4MD8+fM5d+4cb7/9Nj/88AMAq1evBmofB52dnc2iRYvQ09OjsLCQmTNnsmLFCoqLi4mIiKC6uprOnTuzZMkSLCwscHJyomfPnhw7doyNGzcSHBzMhQu1T62cOXMmzs7OD/iKCiGEEKKlaik1+1LG8xDFxsbi4OCASqVizpw5GBoaUlxczJkzZ4DaJ6W5ubkRFRWFp6cnKpWK8ePHk5mZibe3Nx07dmT9+vW0adOGgIAAVqxYQVxcHJ6engQGBmr3o9FoiI2NZdiwYYSEhLBmzRqio6OJjIxsMK7CwkLi4uJ477332LZtGzNmzGD79u1s3ryZsLAwbbvjx4+zZcsWlixZgr+/P1OnTmXnzp3k5OSQm5tbb9yzZ8+yevVqVCoVGRkZ9R73/EezZs3ipZdeIiQkhD179miP1dLSkhUrVvD5558THx/PgAEDWL58ubbfoEGD2LNnD2lpaVhbW6NSqVi6dCmHDx9u9PURQgghhGhpZGb/IerXrx+zZ8/m2LFjDB48GKVSSWVlJQkJCbi5uVFSUoKdnR35+fksXryY1NRUnJyccHR0rDPOqVOnyMvLY/r06dptV65c0b6/8WhlKysr7OzsaN26NdbW1ly6dKnBuGxtbTEwqP0o+Pn5kZqayqeffsrx48epqKjQtuvfvz8GBgZYWVnRoUMHnnvuOQAsLS0pLy+vN66TkxPt2rUDYPjw4aSnp2NjY9Ooc5aVlUV+fj5vv/02ADU1NZibm2v/bmdnB4C9vT0ff/wxhYWFODg4tOhyJyGEEEI8eFLGIxqtV69e7Nq1i+TkZBITE4mLiyMkJAQvLy+MjIwYPXo0AC4uLtjb27N37142bdpEcnIyISEh2nFqamro3LkzO3bsAECtVmvLVwAMDQ21728k8bfTqlUr7ft58+ZhZmaGo6Mjrq6u7Ny5U+dx/9impqYGAwMDFApFnX881dXVtx1LrVbz6quvsm7dOgCqqqq4evWq9u/GxsYAdO3ald27d5OamsrevXv5xz/+QWJiInp68uOVEEIIIRqvpmXk+lLG8zCFhYWRkJDA2LFjCQoKIicnB2trazp16kRMTIw22Z83bx7Z2dlMmDCBuXPnkpOTA4C+vj5qtZru3btTXl6uLVXZvn07Pj4+9yXG/fv3M2fOHIYMGUJKSgpQm3DrYt++fVy6dImqqioSExP5y1/+gpmZGWVlZZSWlvL777+Tmpp62zHs7OzIzMzk5MmTAHzyySd1Sotu+Oc//8nq1asZPnw4H3zwAaWlpXV+7RBCCCGEaAyNRtOoV3MlM/sPkVKpZP78+ahUKvT19Vm2bBkArq6uJCUlYWlpCcC0adNYuHAhkZGRGBoaEhwcDICDgwPe3t5s2LCBVatWsXTpUqqqqjAxMdGOdTeys7OJiIjgs88+q/e32bNnM3HiRIyNjbGxscHa2pqzZ8/qdLzdu3fH29ubS5cuMWLECAYMGACAl5cX48aNo1OnTrz88su3HaNDhw58+OGHzJs3j5qaGiwtLQkPD6/XbsyYMbz33nuMHDkSfX19fH19MTMz0yluIYQQQojmnMA3hkLTUo7kEVVdXc2CBQtwcXFh6NChTR3OPXNyctLeaUcIIYQQ4lH1+tKoRrXftXDKA4rk3kgZTxPSaDQMHDgQhULBkCFDmjocIYQQQgjxXzWaxr2aKynjaUIKhYIDBw40dRj3lczqCyGEEKIl0NCMM/hGkJl9IYQQQgghWiiZ2Reimbh88aLOfU0tLO5jJLorKWv4WQ530r5t7WLqy7d4FsTdMDUzo6i0TOf+Hdu1rY1Bx+tw4xpcLL+scwwW5qY6973hfnyOii/Wf27G3epgYU55UaHO/c07WlLyn1917t++ew8Azu77RucxOg92uef+peW6f5bbmdf+e9D1PJp3tNR533/U1J9lIZpaS1nWKsm+EEIIIYQQN2nOdfiNIWU8QgghhBBCtFAysy+EEEIIIcRNWkoZj8zsPwL8/f05d+5cU4dxW05OTvdtrLS0NJRKpc79VSoVfn5+9y0eIYQQQjx+ajSaRr2aK0n2HwFpaWkt5tulEEIIIYR4eKSM5yEoKCjAx8eHiooK9PT0cHZ2Zt++fcTExAC1M9FZWVm4u7sTFBREdXU1xsbGhIaGkpSURFFREd7e3kRHR5OXl0doaCiVlZVYWFiwaNEiunTpglKpxNbWloyMDKqqqvDx8WHz5s2cOHECDw8PPDw86sSkUqmIi4ujrKwMR0dHRowYwZIlS6ioqKC0tBRvb2/c3d1ZvXo158+f59SpU5SWljJ9+nQOHDhAVlYWNjY2rFy5EoVCoR23qqqKRYsWkZGRgaGhITNmzMDV1ZXdu3ezceNGKisr+f333/nwww959dVXOXbsGEFBQVRWVmJubs7y5csBKC0tZerUqZw5c4Zu3boRERGBkZER8fHxREVFUVNTw4svvsgHH3yAsbEx8fHxrF27FhMTE6ytrXniiSce2vUVQgghRMvTUuZZJdl/CGJjY3FwcMDLy4uUlBSOHz9OcXExZ86c4emnnyY+Pp758+cTFRWFp6cnw4cPJy4ujszMTLy9vYmJiWH9+vW0adOGgIAA1q1bh5WVFampqQQGBrJp0yagtrYsNjaWNWvWEBISQkJCAqWlpYwZM6Zesg9QWFhIYmIiBgYGLF26lBkzZtCvXz/y8vIYNWoU7u7uABw/fpwvv/ySf/3rX0yZMoWvv/6arl274urqSm5uLjY2Ntoxt2zZQkVFBbt376akpAQPDw+GDBlCTEwM69ato127dsTGxrJ+/XrWrVuHj48PPj4+ODo68sUXXxAVFYWDgwPnz59n3bp1WFtbM378eH766Sesra356quviImJwdjYmBUrVvD555/zxhtvsHz5cuLj42nbti3vvvuuJPtCCCGEuCd7F73T1CHcF5LsPwT9+vVj9uzZHDt2jMGDB6NUKqmsrCQhIQE3NzdKSkqws7MjPz+fxYsXk5qaipOTE46OjnXGOXXqFHl5eUyfPl277cqVK9r3gwYNAsDKygo7Oztat26NtbU1l25x73JbW1sMDGo/An5+fqSmpvLpp59y/PhxKioqtO369++PgYEBVlZWdOjQgeeeew4AS0tLysvr3o/70KFDjB8/Hj09PTp06MCuXbsAiIyM5IcffuDkyZOkp6ejp6dHaWkpxcXF2uOcOHEiUFu2ZGNjQ5cuXQB49tlnuXjxImfPnuX06dOMHz8egOvXr2Nra8vPP/+Mvb09Tz75JAAjR47k4MGDd319hBBCCCFaKkn2H4JevXqxa9cukpOTSUxMJC4ujpCQELy8vDAyMmL06NEAuLi4YG9vz969e9m0aRPJycmEhIRox6mpqaFz587s2LEDALVazYULF7R/NzQ01L6/kcTfTqtWrbTv582bh5mZGY6Ojri6urJz506dxjUwMKhT1nP69Gnat2/PuHHjGDVqFL179+aFF14gOjoaQ0PDeiVARUVF9fajUCjQaDSo1WqGDx9OQEAAAFevXkWtVnPgwIE6axru5tiFEEIIIR4HskD3IQgLCyMhIYGxY8cSFBRETk4O1tbWdOrUiZiYGG2yP2/ePLKzs5kwYQJz584lJycHAH19fdRqNd27d6e8vJzDhw8DsH37dnx8fO5LjPv372fOnDkMGTKElJQUoPbLRGP17t2bxMRENBoNJSUlTJ48mZycHBQKBdOmTaNPnz58++23qNVqTE1NsbS05McffwRgx44drFq16pZj3+hbUlKCRqMhODiYqKgoevXqRWZmJoWFhdTU1JCYmKjbSRBCCCGEaGFkCvQhUCqVzJ8/H5VKhb6+PsuWLQPA1dWVpKQkLC1rH20+bdo0Fi5cSGRkJIaGhgQHBwPg4OCAt7c3GzZsYNWqVSxdupSqqipMTEy0Y92N7OxsIiIi+Oyzz+r9bfbs2UycOBFjY2NsbGywtrbm7NmzjT7WiRMnEhISwqhRowAIDAykV69e/OlPf2L48OEoFAoGDBhARkYGAOHh4QQHBxMeHo6FhQVhYWGcPHmywbFtbGyYNWsWU6ZMoaamhj/96U94e3tjbGxMQEAAHh4etG7dWltmJIQQQgjxuFNo5J6OTaK6upoFCxbg4uLC0KFDmzqce+bk5MQPP/zQ1GE80i5fvKhzX1MLi/sYie5KyhpeH3In7duaAXD5FutL7oapmRlFpWU69+/Yrm1tDDpehxvX4GL5ZZ1jsDA31bnvDffjc1R8sfwOLW+tg4U55UWFOvc372hJyX9+1bl/++49ADi77xudx+g82OWe+5eW6/5Zbmde++9B1/No3tFS533/UVN/loUQ94eU8TQBjUbDwIEDUSgUDBkypKnDEUIIIYQQLZSU8TQBhULBgQMHmjqM+0pm9YUQQgghmh8p4xFCCCGEEKKFkpl9IZqJe62Tbg4ulVy4c6MGmLWvfUbCvdabXy7XvWbf1Ly2Zv9SaYlO/c3atQegLP+czjG0fcpa57436Bo//O8YdF17AbXrL8oKzuvcv20nKwoO79e5f6c/9wfg259zdR7jr/YvNPk5gKav2f/tnO5rL56zvj8xfJHys859Jw6yvy8xCPGok5p9IYQQQgghWihJ9oUQQgghhGihJNkXQgghhBCihZJkXwghhBBCiBZKkv3HgL+/P+fO6b5o8GFwcnICQK1W88477zBs2DDS0tKaOCohhBBCiEebJPuPgbS0NB6VO6wWFhaSm5vLnj176NOnT1OHI4QQQgjxSJNbbz4CCgoK8PHxoaKiAj09PZydndm3bx8xMTEAqFQqsrKycHd3JygoiOrqaoyNjQkNDSUpKYmioiK8vb2Jjo4mLy+P0NBQKisrsbCwYNGiRXTp0gWlUomtrS0ZGRlUVVXh4+PD5s2bOXHiBB4eHnh4eNSJSaVSERcXR1lZGY6OjowYMYIlS5ZQUVFBaWkp3t7euLu7s3r1as6fP8+pU6coLS1l+vTpHDhwgKysLGxsbFi5ciUKhUI77rvvvktZWRlubm68//77hIeHU1NTQ48ePQgKCmLx4sX8+uuvqNVqpk6dyogRI1Cr1YSFhZGeno5arcbNza1evEIIIYQQjyNJ9h8BsbGxODg44OXlRUpKCsePH6e4uJgzZ87w9NNPEx8fz/z584mKisLT05Phw4cTFxdHZmYm3t7exMTEsH79etq0aUNAQADr1q3DysqK1NRUAgMD2bRpEwAajYbY2FjWrFlDSEgICQkJlJaWMmbMmAaT58LCQhITEzEwMGDp0qXMmDGDfv36kZeXx6hRo3B3dwfg+PHjfPnll/zrX/9iypQpfP3113Tt2hVXV1dyc3OxsbHRjrl27VrefvttVCoVaWlpnDp1ir1792Jqasry5ct58cUXWbZsGVeuXGHChAnY2dnx448/AhAXF8fvv//OO++8w0svvcSf//znB35thBBCCCGaM0n2HwH9+vVj9uzZHDt2jMGDB6NUKqmsrCQhIQE3NzdKSkqws7MjPz+fxYsXk5qaipOTE46OjnXGOXXqFHl5eUyfPl277cqVK9r3gwYNAsDKygo7Oztat26NtbU1ly41/HAZW1tbDAxqP0J+fn6kpqby6aefcvz4cSoqKrTt+vfvj4GBAVZWVnTo0IHnnnsOAEtLS8rLb/8gqW7dumFqagrATz/9RGVlJdu3bwegoqKCX3/9lQMHDnDs2DEOHjyo3Z6bmyvJvhBCCCEee5LsPwJ69erFrl27SE5OJjExkbi4OEJCQvDy8sLIyIjRo0cD4OLigr29PXv37mXTpk0kJycTEhKiHaempobOnTuzY8cOoHYx7IUL/3viqaGhofb9jST+dlq1aqV9P2/ePMzMzHB0dMTV1ZWdO3fqPO6t9lFTU0N4eDgvvvgiABcuXMDc3Jzt27fj6+vL0KFDASgtLaVNmzaN2o8QQgghREskC3QfAWFhYSQkJDB27FiCgoLIycnB2tqaTp06ERMTo032582bR3Z2NhMmTGDu3Lnk5OQAoK+vj1qtpnv37pSXl3P48GEAtm/fjo+Pz32Jcf/+/cyZM4chQ4aQkpIC1H6ZuJ/69u3L1q1bASgqKmLUqFHk5+fTt29fvvrqK65fv87Vq1eZOHEimZmZ93XfQgghhBCPIpnZfwQolUrmz5+PSqVCX1+fZcuWAeDq6kpSUhKWlpYATJs2jYULFxIZGYmhoSHBwcEAODg44O3tzYYNG1i1ahVLly6lqqoKExMT7Vh3Izs7m4iICD777LN6f5s9ezYTJ07E2NgYGxsbrK2tOXv27L0f/B/MmjWL4OBg7aJcX19fnn76aSZMmMDp06cZO3Ys1dXVuLm5yZ18hBBCCCEAheZRuSejqKO6upoFCxbg4uKiLV95lDk5OfHDDz80dRhNqvji7dcv3E4HC/P7GInuLpVcuHOjBpi1fxKAyxcv6rxvUwsLLpeX6d7fvC0Al0pLdOpv1q49AGX5uj/Tou1T1jr3vUHX+OF/x1BS1vA6nbvRvq0ZZQXnde7ftpMVBYf369y/05/7A/Dtz7k6j/FX+xea/BwAlBcV6tTfvKOlzvv+o9/O6bZ/gOes708MX6T8rHPfiYPs70sMQjzqpIznEaTRaBg4cCAKhYIhQ4Y0dThCCCGEEKKZkpl9IYQQQgghWiiZ2RdCCCGEEKKFkgW6QjQTF8sv69zXwtz0PkaiO11r7k0tLIB7Pwe61jjD/+qcda3Vbt/WDGj663ivteage6041J7Hs0W6rxvo3LE96bmndO7/2gtdAfg4IVXnMd4bNZD1e9J07u89rA+Xb/F8krthalZ7HXQ9j507ttd5339UXligc19zy073JQbHDz7Xue/eRe9wMe+Uzv0tunTVua8QzYnM7AshhBBCCNFCSbIvhBBCCCFECyXJvhBCCCGEEC2UJPstjL+/P+fO6X6f74fBycnpgY199uzZBzq+EEIIIcSjRJL9FiYtLQ25m6oQQgghhAC5G0+zU1BQgI+PDxUVFejp6eHs7My+ffuIiYkBQKVSkZWVhbu7O0FBQVRXV2NsbExoaChJSUkUFRXh7e1NdHQ0eXl5hIaGUllZiYWFBYsWLaJLly4olUpsbW3JyMigqqoKHx8fNm/ezIkTJ/Dw8MDDw6NOTCqViri4OMrKynB0dGTEiBEsWbKEiooKSktL8fb2xt3dndWrV3P+/HlOnTpFaWkp06dP58CBA2RlZWFjY8PKlStRKBR1xk1PT+ejjz4CQKlUMmvWLJ555pk65yAgIIBXXnmFI0eONHg8OTk5LFy4EAAbG5uHc6GEEEIIIR4BMrPfzMTGxuLg4IBKpWLOnDkYGhpSXFzMmTNnAIiPj8fNzY2oqCg8PT1RqVSMHz+ezMxMvL296dixI+vXr6dNmzYEBASwYsUK4uLi8PT0JDAwULsfjUZDbGwsw4YNIyQkhDVr1hAdHU1kZGSDcRUWFhIXF8d7773Htm3bmDFjBtu3b2fz5s2EhYVp2x0/fpwtW7awZMkS/P39mTp1Kjt37iQnJ4fc3Lt7fP3N5+D/s3fvcVHV+ePHXwiIJGK0Gi4Xf2SuurpBpusNkYusiwqW2uYlSdtVsgA1hQQ1QBzyglKCrqu4bV4qdAOMFSrbBGFVtHQVE01zU2YUIUBUmECY+fz+4OF8I1SQLhq9n3+Nh/m83+/zOTC+z5lzOXLkCDdu3Ljt+ixcuJCwsDDS09NxcnJq7dQLIYQQQrQ5cmT/PjN06FBCQ0M5deoUnp6eBAYGUlNTQ0ZGBhMmTKC8vBw3NzeKi4uJjY0lLy8PHx8fvL29G8U5f/48Wq2WF1980bSsqqrK9HrEiBEAODg44ObmhrW1NY6Ojly7zb2h+/bti4VFw69LREQEeXl5bNy4kTNnzqDX603vc3d3x8LCAgcHB7p27UrPnj0BsLe35+rVq62ag2nTpt12fSoqKigtLcXd3R2ACRMmkJqa2qI8QgghhBBtnTT795kBAwaQmZlJTk4OWVlZpKeno9FomDlzJu3bt+fJJ58EwM/Pj/79+5Odnc1bb71FTk4OGo3GFMdoNOLk5MT7778PgMFgoKyszPRzS0tL0+ubTfyddOjQwfR63rx52Nra4u3tzZgxY9i9e3er4pqZmTW6vqCuru62c7Bw4cJbrs93Y5ibmze7LkIIIYQQvxRyGs99ZtWqVWRkZDB+/HiioqIoLCzE0dGRbt26kZKSYmr2582bx4kTJ5g8eTJz586lsLAQaGh2DQYDPXr04OrVq3z22WcApKamEhYW9oPUuH//fubMmYOvry+5ublAQ/N9t+zs7Dh37hxKKbRarek0n1vNwe3Wx87ODgcHB3JycgAa7XgIIYQQQvzSyZH9+0xgYCALFiwgLS0Nc3NzVq5cCcCYMWPYs2cP9vb2AMyePZvFixezfv16LC0tiYmJAcDLy4ugoCA2b97M2rVriYuLo7a2FhsbG1Osljhx4gSJiYkkJyc3+VloaChTp07FysqKPn364OjoiE6nu+t1HTZsGKmpqfj5+fHII48wYMCA285B+/btb7s+8fHxREZG8sYbb/D444/fdR1CCCGEEG2VmZL7NN736uvreeWVV/Dz82PUqFH3upzvzcfHh717997rMu47V65eb/VYu86dfsBKWu/6lSutGtfJzg74/nNwtbSk1eM7P9ywI11eeevrVprzqwdtgXu/HVtbP/zfOnzfedSVlrd6vNPDv+LwF+dbPX5QbxcAEjLyWh1j/jgPNn10qNXjg/44mOu3uf6pJTrZNmyH1s6j08O/anXub7tacrnVYzvbd/tBavCO/nurx2Yv/QtXtOdbPd7O2aXVY4W4n8hpPPc5pRQeHh6YmZnh6+t7r8sRQgghhBA/I3JkXwghhBBCiDZKjuwLIYQQQgjRRkmzL4QQQgghRBslzb4QQgghhBBtlDT7QgghhBBCtFHS7AshhBBCCNFG/WKb/cjISC5evHhPa9i3bx8eHh4sWLCAnTt3tvrpr1qtlkWLFrVqbEvyFhQUEB8fD4BOpyMwMPCW7/Px8WnVw7V+aElJSSQlJd3rMoQQQggh7rlfbLN/6NAh7vVdRz/88ENCQkJYs2YNR48e5caNG62Kc+nSJbRabavGtiTvl19+SXl56x+SI4QQQggh7g2Le11Aa12+fJmwsDD0ej3t2rVj5MiR7Nu3j5SUFADS0tI4fvw4U6ZMISoqivr6eqysrFi+fDl79uyhtLSUoKAg3n77bbRaLcuXL6empgY7OzuWLl2Ks7MzgYGB9O3blyNHjlBbW0tYWBhbt27l3LlzzJgxgxkzZjSq6fTp001yubi4kJ2dzRtvvIHRaMTZ2ZnY2Fiys7P55JNPOHjwIO3atWPv3r3k5+fTtWtXMjMzsbGx4eTJk5SUlBAcHMzEiROprq4mNjaWs2fPYjAYmDVrFv7+/mg0GnQ6HUuXLiU6OvqW81VVVcX8+fMpKysDIDg4GGtr60Z57e3tWbZsGXq9noqKCoKCghg7diyJiYno9Xo2bNhAQECAKWZlZSXh4eFcvnyZRx99lNraWtPcp6enU1lZibe3N8899xyLFy/m0qVLWFhY8PLLLzNixAiSkpK4dOkS586d48qVK0yaNImZM2eSlpZGTk4O5eXlfP3113h7exMREYGZmRmbNm3igw8+wGAwMHz4cMLDwzEzM2Pz5s3s3LkTOzs7bG1tcXV1/RF+64QQQgghfmbUz1RSUpJKTk5WSim1b98+lZycrHx8fNSFCxeUUkoFBgaqY8eOqYiICJWVlaWUUiotLU2lp6crpZTy9vZWWq1W1dbWqoCAAHXx4kWllFK5ublq+vTpSimlpk2bpuLi4kz5fH19lV6vVzqdTg0cOLBJTbfKVVZWpoYPH660Wq1SSqnk5GQVGhqqlFJq4cKFKjU19Zavg4ODldFoVKdPn1aDBg1SSikVHx+vtmzZopRS6vr162rs2LGqqKhI5efnq2nTpt1xvtLS0lRMTIxSSqnCwkK1YsWKJnk1Go06cOCAUkqpoqIi9fjjjyullEpNTVULFy5USiml1WpNuZYuXaoSEhKUUkodPnxY9erVS2m1WpXC1DPrAAAgAElEQVSamqr+8Ic/qLq6OqWUUnPmzFFvvvmmKa67u7v6+uuvVWJiovL391dVVVXq2rVrytfXV33++ecqNTVVDRs2TH399deqtrZWTZo0SX300Udq3759KjQ0VNXX1yuDwaDmz5+vdu3apQoKCpSfn5+qqqpS1dXVyt/fXyUmJt5xPoQQQgghfgl+tkf2hw4dSmhoKKdOncLT05PAwEBqamrIyMhgwoQJlJeX4+bmRnFxMbGxseTl5eHj44O3t3ejOOfPn0er1fLiiy+allVVVZlejxgxAgAHBwfc3NywtrbG0dGRa9euNanJ09OzSa7c3FxcXV1xcnICYNKkSWzatKnZ9XN3d8fMzIxevXpRWVkJwIEDB6ipqSE1NRUAvV7P2bNn6dixY7Px+vfvT0JCAiUlJXh5eREcHNzkPREREeTl5bFx40bOnDmDXq+/Y8zDhw+zZs0aAH7/+9/j7Oxs+lnfvn2xsGj49crPz0ej0QDg7OyMm5sbx48fB8Df399Uv4+PD/n5+djZ2TFy5Ei6dOkCwJgxY8jPz8fKyoqCggImTJgAQE1NDQ4ODpSVleHp6WmK4+fnh9FobHZOhBBCCCHaup9tsz9gwAAyMzPJyckhKyuL9PR0NBoNM2fOpH379jz55JNAQ+PXv39/srOzeeutt8jJyTE1ngBGoxEnJyfef/99AAwGg+lUFwBLS0vT65vN6+3cKtd3dy6UUtTX1ze7flZWVgCYmZk1qjU+Pp5+/foBUFZWRufOnTl69Giz8VxcXPjggw/Iy8sjOzubN998k6ysrEbvmTdvHra2tnh7ezNmzJhmL9w1MzNrdN2Dubm56XWHDh1Mr9V3ro1QSmEwGJqMMRqNpn/farnBYGD69Ok8//zzAFy7dg1zc3N27NjRKIeFhUWrr38QQgghhGhLfrYX6K5atYqMjAzGjx9PVFQUhYWFODo60q1bN1JSUkzN/rx58zhx4gSTJ09m7ty5FBYWApiaxx49enD16lU+++wzAFJTUwkLC2tVTbfKdfMo9s271OzYsYPBgwc3GXuznjsZMmQI7777LgClpaWMGzeO4uJizM3Nm92B2L59O0lJSYwePZro6GgqKiqoqqpqlHf//v3MmTMHX19fcnNzgYadn9vFHzp0qGknqaCggKKiotvW/d577wENdw46evQojz/+OAD//ve/uXHjBlevXiU7O5vhw4cDkJeXx/Xr16mtrSUzM5MRI0YwZMgQ3n//faqrq6mvryc4OJiPPvqIoUOHkp2dbXr/xx9/fMe5EEIIIYT4pfjZHtkPDAxkwYIFpKWlYW5uzsqVK4GGUz727NmDvb09ALNnz2bx4sWsX78eS0tLYmJiAPDy8iIoKIjNmzezdu1a4uLiqK2txcbGxhSrJU6cOEFiYiLJycm3zNWlSxdiY2MJCQmhrq4OBwcH4uLimsQZNmwYCQkJdOrU6ba5QkJCiImJwd/fH4PBQHh4ON27d6dTp05cv36d8PBw0y0yv+upp55i/vz5BAQEYG5uTnh4OLa2to3yhoaGMnXqVKysrOjTpw+Ojo7odDpcXV1Zt24dq1evZvLkyaaYc+bMISIigrFjx9KjR49Gp/F82+LFi4mKiiItLQ0AjUbDww8/DDR8gzF16lSqqqp44YUX6NmzJwUFBTz00EPMmjWLK1euMG7cODw8PICGi6CfeeYZDAYDHh4ejB8/HjMzM6ZPn87TTz+Nra0tDg4OLdt4QgghhBBtnJn67jkWP2P19fW88sor+Pn5MWrUqHtdTpuk0+mIjIxk27Zt3zvWzXvhh4aGNlqelpbG4cOHWbFixffOIYQQQgjxS/azPbL/XUopPDw8GDZsGL6+vve6nHuiqKioSeN8k0aj4bHHHvuJKxJCCCGEEPdSmzqyL4QQQgghhPg/P9sLdIUQQgghhBB3Js2+EEIIIYQQbZQ0+0IIIYQQQrRR0uwLIYQQQgjRRkmzL4QQQgghRBv1ozb7kZGRXLx48cdM0ax9+/bh4eHBggUL2LlzJ7t3725VHK1Wy6JFi1o1tiV5CwoKTA/E0ul0BAYGAlBVVcWECRPw9/dnx44dREREtKqG5kRERJCWlkZJSQmzZs1q8bhPPvmEtWvXApCYmGh6EvG98n22sRBCCCFEW/OjNvuHDh3iXt/Z88MPPyQkJIQ1a9Zw9OhRbty40ao4ly5dQqvVtmpsS/J++eWXlJeXN1l+6tQp2rdvz+7du7G0tGxV/rthb29PcnJyi98/cuRI5s6dC8Cnn36KwWD4sUprke+zjYUQQggh2po7PlTr8uXLhIWFodfradeuHSNHjmTfvn2kpKQADU86PX78OFOmTCEqKor6+nqsrKxYvnw5e/bsobS0lKCgIN5++220Wi3Lly+npqYGOzs7li5dirOzM4GBgfTt25cjR45QW1tLWFgYW7du5dy5c8yYMYMZM2Y0qun06dNNcrm4uJCdnc0bb7yB0WjE2dmZ2NhYsrOz+eSTTzh48CDt2rVj79695Ofn07VrVzIzM7GxseHkyZOUlJQQHBzMxIkTqa6uJjY2lrNnz2IwGJg1axb+/v5oNBp0Oh1Lly4lOjr6lvNVVVXF/PnzKSsrAyA4OBhra+tGee3t7Vm2bBl6vZ6KigqCgoIYO3YsiYmJ6PV6NmzYQEBAAADl5eUsWrSIsrIyZs+e3eipwMeOHSMuLo7a2lrs7OyIjY3l9OnTfPDBB7zxxht89dVX+Pn5sX//frp06cJf/vIX5s6di6ur6x1/IXQ6Hc899xx79+4lIiICa2trCgsLuXbtGvPnz+f999/n9OnT+Pr6mr4NOHz4MEOGDOHzzz9nyZIlrFu3jt69e98y/sWLF4mMjKSiooIOHTqg0Wjo06cPqamp/OMf/8DMzIx+/frx6quv0rFjR3r37s0XX3xh+n27+WRdHx8fxo0bx3/+8x+++eYbVq5cybVr1xrNtYeHxx3XVQghhBCizVN3kJSUpJKTk5VSSu3bt08lJycrHx8fdeHCBaWUUoGBgerYsWMqIiJCZWVlKaWUSktLU+np6Uoppby9vZVWq1W1tbUqICBAXbx4USmlVG5urpo+fbpSSqlp06apuLg4Uz5fX1+l1+uVTqdTAwcObFLTrXKVlZWp4cOHK61Wq5RSKjk5WYWGhiqllFq4cKFKTU295evg4GBlNBrV6dOn1aBBg5RSSsXHx6stW7YopZS6fv26Gjt2rCoqKlL5+flq2rRpd5oulZaWpmJiYpRSShUWFqoVK1Y0yavRaNSBAweUUkoVFRWpxx9/XCmlVGpqqlq4cKFSSimtVmvK9e28N99TW1urvL291fHjx5VSSmVlZakJEyao69evq+HDhyuj0ajeeecdNXToUJWZmam++eYb5e3trYxG421rv1mjVqtV3t7epmUvvfSSad0GDBigysrK1PXr11X//v3VtWvXGtU9bdo0lZ+ff8c5mjVrltq+fbtSSqmcnBw1Z84cdfr0aeXr66sqKiqUUkrFxMSY5q5Xr16msd/O5e3trf7xj38opZTaunWrCgkJaTLXQgghhBC/dHc8sj906FBCQ0M5deoUnp6eBAYGUlNTQ0ZGBhMmTKC8vBw3NzeKi4uJjY0lLy8PHx8fvL29G8U5f/48Wq2WF1980bSsqqrK9HrEiBEAODg44ObmhrW1NY6Ojly7dq1JTZ6enk1y5ebm4urqipOTEwCTJk1i06ZNze7ouLu7Y2ZmRq9evaisrATgwIED1NTUkJqaCoBer+fs2bN07Nix2Xj9+/cnISGBkpISvLy8CA4ObvKeiIgI8vLy2LhxI2fOnEGv1zcb97vOnz+Pra2t6Sj96NGjiYqKQinFI488whdffEF+fj7Tp0/n008/pWPHjgwZMgQzM7O7zvXtbfOb3/yGX/3qVwA8+OCDXL169a7jffrppyQkJAAN29LT05Pt27fj7e2NnZ0d0LD9IiMjm41188j9b37zG/bs2XPXtQghhBBCtHV3bPYHDBhAZmYmOTk5ZGVlkZ6ejkajYebMmbRv354nn3wSAD8/P/r37092djZvvfUWOTk5aDQaUxyj0YiTkxPvv/8+AAaDwXSqC9DoXHQLizuWdMtc3925UEpRX1/f7MpbWVkBNGqCjUYj8fHx9OvXD4CysjI6d+7M0aNHm43n4uLCBx98QF5eHtnZ2bz55ptkZWU1es+8efOwtbXF29ubMWPGtOpiUqPR2GSZUgqDwYCXlxf79+/nf//7HzExMTz33HO0a9euyRy11N1sm5b4dgylFOfOnWuyPt/dfkopzMzMmmzTW20/IYQQQgjxf+54ge6qVavIyMhg/PjxREVFUVhYiKOjI926dSMlJcXU7M+bN48TJ04wefJk5s6dS2FhIQDm5uYYDAZ69OjB1atXTXdqSU1NJSwsrFUF3yqXm5sbx48fR6fTAbBjxw4GDx7cZOzNeu5kyJAhvPvuuwCUlpYybtw4iouLMTc3b3YHYvv27SQlJTF69Giio6OpqKigqqqqUd79+/czZ84cfH19yc3NBRp2floS/6YePXpQWVlJQUEBAFlZWTg4OPDggw/i6elJSkoKPXv2xM7ODktLS7Kzsxk2bFiLYn8fLZnfgQMHkpmZCTR8i/Lqq68yaNAg9u7da/p2ZefOnabtZ2dnx9mzZ1FKsXfv3h+kBiGEEEKIX4o7HqoNDAxkwYIFpKWlYW5uzsqVKwEYM2YMe/bswd7eHoDZs2ezePFi1q9fj6WlJTExMQB4eXkRFBTE5s2bWbt2remCUhsbG1Osljhx4gSJiYkkJyffMleXLl2IjY0lJCSEuro6HBwciIuLaxJn2LBhJCQk0KlTp9vmCgkJISYmBn9/fwwGA+Hh4XTv3p1OnTpx/fp1wsPDTbfI/K6nnnqK+fPnExAQgLm5OeHh4dja2jbKGxoaytSpU7GysqJPnz44Ojqi0+lwdXVl3bp1rF69msmTJ99xPtq3b8/rr7/OsmXL+Oabb+jcuTOvv/46AI8++ihKKQYNGgTAoEGDWnwa0vfl4eFBdHQ0K1eu5Iknnrjle6KioliyZAnvvPMO1tbWaDQaevbsyQsvvEBgYCB1dXX069ePpUuXArBgwQJmz55Nly5dGDBgAFeuXLljDd+eaz8/vx98HYUQQgghfk7MlLq7e2PW19fzyiuv4Ofn1+juMOKHo9PpiIyMZNu2bfe6FCGEEEII8TN2VydhK6Xw8PBg2LBh+Pr6/lg13deKiooIDQ295c80Gg2PPfbYT1xRy61cuZIDBw40Wf673/3ult+E3O95hBBCCCHEnd31kX0hhBBCCCHEz8OP+gRdIYQQQgghxL3z/e+lKIT4QVwp+qrVY+26P/IDVtJ6un0ftmqck2fDxdTXm7kA+0462dlR8dWXrR7/0CM9Abj82f5Wje820B2A4sO5ra7h14NGtHrsTV9fufvnX9zU1a4z0PrtCA3bcu3u/7R6/Fz/4VRevtTq8Q92cwBavx2hYVuWnmj+dsu38/BjT3zvOQR441+tm8d5AcNbnfvbii6XNf+m2+jerct9UUPF1abP62mphzrbtonPZSHkyL4QQgghhBBtlDT7QgghhBBCtFHS7AshhBBCCNFGSbMvhBBCCCFEG9Xmmv3IyEguXrx4T2vYt28fHh4eLFiwgJ07d7J79+5WxdFqtSxatKhVY1uSt6CgwPQ0YJ1OR2BgYKty3W/S0tKIiIi412UIIYQQQtxzba7ZP3ToEPf60QEffvghISEhrFmzhqNHj3Ljxo1Wxbl06RJarbZVY1uS98svv6S8vLxV8YUQQgghxP3vvrv15uXLlwkLC0Ov19OuXTtGjhzJvn37SElJARqO2h4/fpwpU6YQFRVFfX09VlZWLF++nD179lBaWkpQUBBvv/02Wq2W5cuXU1NTg52dHUuXLsXZ2ZnAwED69u3LkSNHqK2tJSwsjK1bt3Lu3DlmzJjBjBkzGtV0+vTpJrlcXFzIzs7mjTfewGg04uzsTGxsLNnZ2XzyySccPHiQdu3asXfvXvLz8+natSuZmZnY2Nhw8uRJSkpKCA4OZuLEiVRXVxMbG8vZs2cxGAzMmjULf39/NBoNOp2OpUuXEh0dfcv5qqqqYv78+ZSVNdyeLDg4GGtr60Z57e3tWbZsGXq9noqKCoKCghg7diyJiYno9Xo2bNhAQECAKWZSUhKXLl3i3LlzXLlyhUmTJjFz5kzS0tJIT0+nsrISb29vnnvuORYvXsylS5ewsLDg5ZdfZsSIEVRWVrJ48WL+97//0b59eyIiIhg6dCi5ubkkJiZSX1+Pk5MTy5Ytw87OjpUrV7J//37atWuHr68vISEhHDx40PStQ+fOnVmzZg0PPfQQu3btYsuWLRiNRvr160d0dDRWVlbs2rWLDRs2YGNjg6OjIw888MCP8NsphBBCCPHzct81+++99x5eXl7MnDmT3Nxczpw5w9dff01RURHdu3dn165dLFiwgC1btvD8888zevRo0tPTOXbsGEFBQaSkpLBp0yY6duzIkiVL+Nvf/oaDgwN5eXm8+uqrvPXWWwAopXjvvfdYt24dGo2GjIwMKioqeOqpp5o0+7fK1alTJ6Kionj33XdxcnJi8+bNxMbGkpiYyJEjRxg0aBATJkwwvfbw8CAzM5PLly/zzjvvcObMGZ577jkmTpzIhg0b6NevHytXrqSqqorJkyfj5ubGkiVLWLdu3W0bfYCPP/4YR0dHNm3axKlTp8jIyGDhwoX4+PiY8sbFxfHSSy8xdOhQtFot48aNY8qUKcyZM4fDhw/z4osvotPpGsX9/PPPSUlJwWg0MmHCBIYOHQpASUkJWVlZWFhYMHfuXIYMGcLzzz+PVqtlypQp7Nq1i/Xr19O9e3fWr1/PF198QVRUFL1792bNmjVs3bqVzp07k5KSwurVq3nppZfIzc0lMzOTb775hsjISGpra/nrX/9KTEwMrq6uJCcnU1hYiL29PTt37iQlJQUrKyvWrFnD3//+dyZOnMjq1avZtWsXDz74IC+88II0+0IIIYQQ3IfN/tChQwkNDeXUqVN4enoSGBhITU0NGRkZTJgwgfLyctzc3CguLiY2Npa8vDx8fHzw9vZuFOf8+fNotVpefPFF07KqqirT6xEjGh5e4+DggJubG9bW1jg6OnLtWtMHcHh6ejbJlZubi6urK05OTgBMmjSJTZs2Nbt+7u7umJmZ0atXLyorKwE4cOAANTU1pKamAqDX6zl79iwdO3ZsNl7//v1JSEigpKQELy8vgoODm7wnIiKCvLw8Nm7cyJkzZ9Dr9c3G9ff3N+X38fEhPz8fOzs7+vbti4VFw69Nfn4+Go0GAGdnZ9zc3Dh+/Diffvopq1evBqB3797s2LGD7OxsiouLee655wAwGo107twZe3t7rKysmDx5Mt7e3oSFhWFlZcXIkSMJCQnB19eXkSNH4u7uzvbt27lw4QLPPPMMAHV1dfTt25f//ve/9O/fny5dGh7iEhAQQH5+frPrKIQQQgjR1t13zf6AAQPIzMwkJyeHrKws0tPT0Wg0zJw5k/bt2/Pkk08C4OfnR//+/cnOzuatt94iJyfH1HhCQzPp5OTE+++/D4DBYDCd6gJgaWlpen2zeb2dW+X67s6FUor6+vpm18/KygoAMzOzRrXGx8fTr18/AMrKyujcuTNHjzb/BEcXFxc++OAD8vLyyM7O5s033yQrK6vRe+bNm4etrS3e3t6MGTOmRRcMm5ubN6rv5r87dOhgWv7dayOUUhgMBiwsLBqt37lz5zAYDDzxxBP87W9/A6C2tpbq6mosLCz45z//yeHDh8nNzWXy5Mls27aNGTNm4O3tTXZ2NvHx8RQUFPDAAw8wevRolixZAkB1dTUGg4GDBw82qqW57SmEEEII8Utx312gu2rVKjIyMhg/fjxRUVEUFhbi6OhIt27dSElJMTX78+bN48SJE0yePJm5c+dSWFgINDSpBoOBHj16cPXqVT777DMAUlNTCQsLa1VNt8p18yj2zdNfduzYweDBg5uMvVnPnQwZMoR3330XgNLSUsaNG0dxcTHm5ubN7kBs376dpKQkRo8eTXR0NBUVFVRVVTXKu3//fubMmYOvry+5ublAw87PneL/+9//5saNG1y9epXs7GyGD2/6+PUhQ4bw3nvvAQ13Djp69CiPP/44AwcOJDMzE2ho9GfNmoWrqyvHjh3jq68aHj3+17/+lVWrVlFYWMi0adP4/e9/z8KFC3n00Uf56quv+NOf/kR1dbXpGorCwkIGDx7Mxx9/THl5OUopYmJi2LJlCwMGDODYsWOUlJRgNBqb7OwIIYQQQvxS3XeHQAMDA1mwYAFpaWmYm5uzcuVKAMaMGcOePXuwt7cHYPbs2SxevJj169djaWlJTEwMAF5eXgQFBbF582bWrl1LXFwctbW12NjYmGK1xIkTJ0hMTCQ5OfmWubp06UJsbCwhISHU1dXh4OBAXFxckzjDhg0jISGBTp063TZXSEgIMTEx+Pv7YzAYCA8Pp3v37nTq1Inr168THh5uulj1u5566inmz59PQEAA5ubmhIeHY2tr2yhvaGgoU6dOxcrKij59+uDo6IhOp8PV1ZV169axevVqJk+e3CiulZUVU6dOpaqqihdeeIGePXtSUFDQ6D2LFy8mKiqKtLQ0ADQaDQ8//DBz5sxhyZIljBs3DgsLC1atWsXDDz/Ma6+9xrx58zAajdjb2xMfH4+dnR2PP/44/v7+WFtb88QTTzBixAisra2JiIjAwsKCBx54AI1Gg4uLCyEhIUyfPh2j0chvf/tbgoKCsLKyYsmSJcyYMQNra2t69uzZ4u0shBBCCNGWmal7fZ/KFqivr+eVV17Bz8+PUaNG3ety2iSdTkdkZCTbtm0jKSkJgNDQ0Htc1S/LlaKvWj3WrvsjP2Alrafb92Grxjl5+gFw/cqVVufuZGdHxVdftnr8Q4807CRe/mx/q8Z3G+gOQPHh3FbX8OtBI1o99qavr1xt9diudp2B1m9HaNiWa3f/p9Xj5/oPp/LypVaPf7CbA9D67QgN27L0RPOnUd7Ow4898b3nEOCNf7VuHucFNP0mtjWKLpc1/6bb6N6ty31RQ8XVptfhtdRDnW3bxOeyEPfdkf3vUkrh4eHBsGHD8PX1vdfl3BNFRUW3bbw1Gg2PPfbYT1yREEIIIYT4OfhZHNkXQgghhBBC3L377gJdIYQQQgghxA9Dmn0hhBBCCCHaKGn2hRBCCCGEaKOk2RdCCCGEEKKNkmZfCCGEEEKINuq+bvYjIyO5ePHiPa1h3759eHh4sGDBAnbu3Mnu3btbFUer1bJo0aJWjW1J3oKCAtODt3Q6HYGBga3K1VI3n2T8fRw6dOhHr1MIIYQQ4pfsvm72Dx06xL2+M+iHH35ISEgIa9as4ejRo9y4caNVcS5duoRWq23V2Jbk/fLLLykvL29V/NZ4//33f7JcQgghhBCidX7Uh2pdvnyZsLAw9Ho97dq1Y+TIkezbt4+UlBQA0tLSOH78OFOmTCEqKor6+nqsrKxYvnw5e/bsobS0lKCgIN5++220Wi3Lly+npqYGOzs7li5dirOzM4GBgfTt25cjR45QW1tLWFgYW7du5dy5c8yYMYMZM2Y0qun06dNNcrm4uJCdnc0bb7yB0WjE2dmZ2NhYsrOz+eSTTzh48CDt2rVj79695Ofn07VrVzIzM7GxseHkyZOUlJQQHBzMxIkTqa6uJjY2lrNnz2IwGJg1axb+/v5oNBp0Oh1Lly4lOjr6lvNVVVXF/PnzKStreGJgcHAw1tbWjfLa29uzbNky9Ho9FRUVBAUFMXbsWBITE9Hr9WzYsIGAgABTzKSkJI4dO0ZxcTHTpk3D3d2dmJgYKisr6dChA6+++ip9+/bl4sWLREZGUlFRQYcOHdBoNPTp04ddu3axZcsWjEYj/fr1Izo6GisrK3r37s3Jkyfx8vJi165ddOnShcrKSvz9/cnOzubgwYMkJiZSX1+Pk5MTy5Ytw87Ojv/85z8sX74cKysrHnmk+acLRkREUFlZyYULFwgPD0ej0eDn58eBAwcAeO211+jbty//+Mc/SE9Pp127dri6uhIbG9uaX1khhBBCiLZF/YiSkpJUcnKyUkqpffv2qeTkZOXj46MuXLiglFIqMDBQHTt2TEVERKisrCyllFJpaWkqPT1dKaWUt7e30mq1qra2VgUEBKiLFy8qpZTKzc1V06dPV0opNW3aNBUXF2fK5+vrq/R6vdLpdGrgwIFNarpVrrKyMjV8+HCl1WqVUkolJyer0NBQpZRSCxcuVKmpqbd8HRwcrIxGozp9+rQaNGiQUkqp+Ph4tWXLFqWUUtevX1djx45VRUVFKj8/X02bNu2O85WWlqZiYmKUUkoVFhaqFStWNMmr0WjUgQMHlFJKFRUVqccff1wppVRqaqpauHChUkoprVZrypWYmNgo76RJk9TJkyeVUkqdPXtWjRo1Siml1KxZs9T27duVUkrl5OSoOXPmqDNnzqgpU6aompoapZRSq1evVuvXr1dKKdWrVy+llFLLli1T27ZtU0optWPHDhUTE6PKy8vVuHHjVGVlpVJKqXfffVctWrRI1dbWKnd3d/Xll18qpZRatGhRs3OycOFC03op1fA7kZSUpJRS6pNPPlH+/v6qvr5eDR48WN24cUMZDAYVERGhLl++fMe4QgghhBC/BD/qkf2hQ4cSGhrKqVOn8PT0JDAwkJqaGjIyMpgwYQLl5eW4ublRXFxMbGwseXl5+Pj44O3t3SjO+fPn0Wq1vPjii6ZlVVVVptcjRowAwMHBATc3N6ytrXF0dOTatWtNavL09GySKzc3F1dXV5ycnACYNGkSmzZtanb93N3dMTMzo1evXlRWVgJw4MABampqSE1NBUCv13P27Fk6duzYbLz+/fuTkJBASUkJXl5eBAcHN3lPREQEeXl5bMd+dVwAACAASURBVNy4kTNnzqDX65uN6+rqCkB1dTWff/45kZGRpp/p9XquXLnCp59+SkJCAtAwR56enmzfvp0LFy7wzDPPAFBXV0ffvn0bxR43bhzLly9n2rRp7N69m5dffpnjx49TXFzMc889B4DRaKRz58588cUXPPzwwzz66KMAjB8/nrVr17a4/ptu1uPj40NERARXr16lf//+PP3004wcOZLnn38ee3v7ZuMKIYQQQrR1P2qzP2DAADIzM8nJySErK4v09HQ0Gg0zZ86kffv2pos8/fz86N+/P9nZ2bz11lvk5OSg0WhMcYxGI05OTqbzxA0Gg+lUFwBLS8v/WyGLO6/SrXJ9d+dCKUV9fX2z62dlZQWAmZlZo1rj4+Pp168fAGVlZXTu3JmjR482G8/FxYUPPviAvLw8srOzefPNN8nKymr0nnnz5mFra4u3tzdjxoxp0QXDHTp0MNXWvn37RufbX758mQcffLDRvCmlOHfuHAaDgdGjR7NkyRKgYWfBYDA0iu3q6srVq1cpKCigpKSE/v378+9//5snnniCv/3tbwDU1tZSXV3NpUuXGl2DYW5u3mzt367/pm/XajQaMTc3569//SvHjh0jNzeXmTNnsnr1agYNGtSi+EIIIYQQbdWPeoHuqlWryMjIYPz48URFRVFYWIijoyPdunUjJSXF1OzPmzePEydOMHnyZObOnUthYSHQ0AwaDAZ69OjB1atX+eyzzwBITU0lLCysVTXdKpebmxvHjx9Hp9MBsGPHDgYPHtxk7M167mTIkCG8++67AJSWljJu3DiKi4sxNzdvdgdi+/btJCUlMXr0aKKjo6moqKCqqqpR3v379zNnzhx8fX3Jzc0FGnZ+WhK/U6dOuLi4mJr9/fv38+yzzwIwcOBAMjMzgYZvJ1599VUGDx7Mxx9/THl5OUopYmJi2LJlS5O4AQEBREdHM3bsWADc3Nw4duwYX331FQB//etfWbVqFb1796asrIzTp08DmPLdrZvjPv74Yx599FEMBgNjxoyhV69ezJ07F3d3d7744otWxRZCCCGEaEt+1CP7gYGBLFiwgLS0NMzNzVm5ciUAY8aMYc+ePaZTLWbPns3ixYtZv349lpaWxMTEAODl5UVQUBCbN29m7dq1xMXFUVtbi42NjSlWS5w4cYLExESSk5NvmatLly7ExsYSEhJCXV0dDg4OxMXFNYkzbNgwEhIS6NSp021zhYSEEBMTg7+/PwaDgfDwcLp3706nTp24fv064eHhpltkftdTTz3F/PnzCQgIwNzcnPDwcGxtbRvlDQ0NZerUqVhZWdGnTx8cHR3R6XS4urqybt06Vq9ezeTJk29bX3x8PDExMWzevBlLS0tef/11zMzMiIqKYsmSJbzzzjtYW1uj0Wjo2bMnISEhTJ8+HaPRyG9/+1uCgoKaxBw3bhxr167l9ddfB6Br16689tprzJs3D6PRiL29PfHx8VhaWpKQkEB4eDgWFhZNTglqqaNHj/Lee+9hbW3NihUreOihh5g0aRJPP/001tbWPPLII0ycOLFVsYUQQggh2hIzpX7ae1vW19fzyiuv4Ofnx6hRo37K1L8YOp2OyMhItm3bdq9L+cH5+PiwdetW0/UVQgghhBDi9n7UI/vfpZTCw8ODYcOG4evr+1Omvm8UFRURGhp6y59pNBoee+yxn7iie2/lypWmW2l+2+9+97tbfsMihBBCCCFa5ic/si+EEEIIIYT4adzXT9AVQgghhBBCtJ40+0IIIYQQQrRR0uwLIYQQQgjRRkmzL4QQQgghRBslzb4QQgghhBBtVJtu9iMjI7l48eI9rWHfvn14eHiwYMECdu7cye7du1sVR6vVsmjRolaNbUnegoIC08O+dDodgYGBrcp1P0hLSyMiIuJelyGEEEIIcc+16Wb/0KFD3Os7i3744YeEhISwZs0ajh49yo0bN1oV59KlS2i12laNbUneL7/8kvLy8lbFF0IIIYQQ96ef9KFad+vy5cuEhYWh1+tp164dI0eOZN++faSkpAANR3CPHz/OlClTiIqKor6+HisrK5YvX86ePXsoLS0lKCiIt99+G61Wy/Lly6mpqcHOzo6lS5fi7OxMYGAgffv25ciRI9TW1hIWFsbWrVs5d+4cM2bMYMaMGY1qOn36dJNcLi4uZGdn88Ybb2A0GnF2diY2Npbs7Gw++eQTDh48SLt27di7dy/5+fl07dqVzMxMbGxsOHnyJCUlJQQHBzNx4kSqq6uJjY3l7NmzGAwGZs2ahb+/PxqNBp1Ox9KlS4mOjr7lfFVVVTF//nzKysoACA4OxtraulFee3t7li1bhl6vp6KigqCgIMaOHUtiYiJ6vZ4NGzYQEBBginnw4EHTEf/OnTuzZs0aHnroIZKTk/nnP/+JnZ0djz76KL/+9a8JDQ2ld+/efPHFF6btc/jwYVasWEFBQcEt5//ChQvExMRQWVlJhw4dePXVV+nbty8zZszgypUrAJSUlODm5sbGjRvZtWsXW7ZswWg00q9fP6Kjo7GysmLXrl1s2LABGxsbHB0deeCBB37Q30UhhBBCiJ8ldR9LSkpSycnJSiml9u3bp5KTk5WPj4+6cOGCUkqpwMBAdezYMRUREaGysrKUUkqlpaWp9PR0pZRS3t7eSqvVqtraWhUQEKAuXryolFIqNzdXTZ8+XSml1LRp01RcXJwpn6+vr9Lr9Uqn06mBAwc2qelWucrKytTw4cOVVqtVSimVnJysQkNDlVJKLVy4UKWmpt7ydXBwsDIajer06dNq0KBBSiml4uPj1ZYtW5RSSl2/fl2NHTtWFRUVqfz8fDVt2rQ7zldaWpqKiYlRSilVWFioVqxY0SSvRqNRBw4cUEopVVRUpB5//HGllFKpqalq4cKFSimltFqtKde0adPU8ePHlVJKbdq0SeXl5anjx4+rUaNGqevXr6uqqirl7++vEhMTlVJK9erVy1TPzZh3mv9JkyapkydPKqWUOnv2rBo1alSjdbpw4YIaOXKk+uqrr9SZM2fUlClTVE1NjVJKqdWrV6v169ery5cvK3d3d/X111+ruro69ec//9m0LkIIIYQQv2T39ZH9oUOHEhoayqlTp/D09CQwMJCamhoyMjKYMGEC5eXluLm5UVxcTGxsLHl5efj4+ODt7d0ozvnz59Fqtbz44oumZVVVVabXI0aMAMDBwQE3Nzesra1xdHTk2rVrTWry9PRskis3NxdXV1ecnJwAmDRpEps2bWp2/dzd3TEzM6NXr15UVlYCcODAAWpqakhNTQVAr9dz9uxZOnbs2Gy8/v37k5CQQElJCV5eXgQHBzd5T0REBHl5eWzcuJEzZ86g1+vvGHPkyJGEhITg6+vLyJEjcXd3Z/PmzXh5eWFjYwPA2LFjqauru22M281/dXU1n3/+OZGRkabler2eK1euYGdnR1VVFcHBwbz66qu4uLiwfft2Lly4wDPPPANAXV0dffv25b///S/9+/enS5cuAAQEBJCfn9/sfAkhhBBCtHX3dbM/YMAAMjMzycnJISsri/T0dDQaDTNnzqR9+/Y8+eSTAPj5+dG/f3+ys7N56623yMnJQaPRmOIYjUacnJx4//33ATAYDKZTXQAsLS1Nry0s7jwlt8r13Z0LpRT19fXNrp+VlRUAZmZmjWqNj4+nX79+AJSVldG5c2eOHj3abDwXFxc++OAD8vLyyM7O5s033yQrK6vRe+bNm4etrS3e3t6MGTOm2Qt3Z8yYgbe3N9nZ2cTHx1NQUECnTp0avcfCwqJRs6+UwszMzDQHt5t/o9FI+/btTcuh4dStBx98EKUUYWFhjBkzBk9PT9O40aNHs2TJEgCqq6sxGAwcPHiw0bUZzW1DIYQQQohfivv6At1Vq1aRkZHB+PHjiYqKorCwEEdHR7p160ZKSoqp2Z83bx4nTpxg8uTJzJ07l8LCQgDMzc0xGAz06NGDq1ev8tlnnwGQmppKWFhYq2q6VS43NzeOHz+OTqcDYMeOHQwePLjJ2Jv13MmQIUN49913ASgtLWXcuHEUFxdjbm7e7A7E9u3bSUpKYvTo0URHR1NRUUFVVVWjvPv372fOnDn4+vqSm5sLNDTRt4v/pz/9ierqatP1C4WFhQwdOpScnByuXbvGjRs32LNnj+n9dnZ2nD17FqUUe/fuBbjt/Hfq1AkXFxdTs79//36effZZAF5//XXat2/P7NmzTbEHDx7Mxx9/THl5OUopYmJi2LJlCwMGDODYsWOUlJRgNBqb7OAIIYQQQvxS3deHQAMDA1mwYAFpaWmYm5uzcuVKAMaMGcOePXuwt7cHYPbs2SxevJj169djaWlJTEwMAF5eXgQFBbF582bWrl1LXFwctbW12NjYmGK1xIkTJ0hMTCQ5OfmWubp06UJsbCwhISHU1dXh4OBAXFxckzjDhg0jISGhyZHxbwsJCSEmJgZ/f38MBgPh4eF0796dTp06cf36dcLDw00XzH7XU089xfz58wkICMDc3Jzw8HBsbW0b5Q0NDWXq1KlYWVnRp08fHB0d0el0uLq6sm7dOlavXs3kyZNNMefPn09ERAQWFhY88MADaDQaXFxcmD17NlOnTsXa2tp0Og/AggULmD17Nl26dGHAgAFcuXKF9u3b33b+4+PjiYmJYfPmzVhaWvL6669TWlrKxo0b6d27N+PHj0cpha2tLdu2bSMkJITp06djNBr57W9/S1BQEFZWVixZsoQZM2ZgbW1Nz549W7xthRBCCCHaMjOl7vG9Ke9SfX09r7zyCn5+fowaNepel9Mm6XQ6IiMj2bZtW4ven5SUBEBoaOiPWZYQQgghhLhL9/WR/e9SSuHh4cGwYcPw9fW91+XcE0VFRbdtqjUaDY899thPXJEQQgghhLhf/eyO7AshhBBCCCFa5r6+QFcIIYQQQgjRetLsCyGEEEII0UZJsy+EEEIIIUQbJc2+EEIIIYQQbZQ0+0IIIYQQQrRR0uwLIYQQQgjRRkmzL4QQQgghRBslzb4QQgghhBBtlDT7QgghhBBCtFHS7AshhBBCCNFGSbMvhBBCCCFEGyXNvhBCCCGEEG2UNPtC3MLVq1ebLLt48eI9qEQIIdqmqqqqe12CEL8IFve6ACHuJ8XFxSilCAoKIjk5GaUUAAaDgVmzZvHhhx+2OJZer6eoqIjevXvzzTff8MADD7R47MaNG3nhhRcaLUtISGD+/PktjnHp0qU7/tzBwaHZGN9nHe4HFRUVZGZmNtl5CwkJadH4v/zlL/z973//XjUUFBRw5MgRnn32WWbPnk1hYSGrVq1ixIgRLY5x9uxZrl69avp9BPj973/forHp6emMHz++0bK3336bZ5999o7jdu3adcefP/XUUy3KDxAaGkpSUlKjZdOnT2fLli0tjvF91dfXc+7cOSwsLHj00UdbHaeqqgoLCws6dOjQovf/EH+H8MN8JnxfgYGBmJmZmf5tZmZGhw4d6NGjB7Nnz6Zz5853HJ+dnc1nn33GSy+9xNNPP01FRQULFy5kwoQJzeaOjIy848+XL1/espUAjhw5wpkzZ5g4cSLHjx9v8d/S97Fu3bo7/ryln0kA+/fvx93dvdGyPXv2MGrUqDuO+yHnsLS0lIcffpjPPvuML774gokTJ7bob+KHrEG0nDT7QnxLYmIihw4dorS0tFEzZGFhgZeXV4vjHDx4kKioKAwGAzt27MDf3581a9YwfPjwO45bvXo15eXl7N27l/Pnz5uW19fXU1BQcFf/sb/44oucOXOG//f//h8WFhacP3+eBx98kPbt22NmZsYnn3zyo6zDTT4+Po0ag5uUUs3m79Onj2nstxtcaGgwTp061aIaZs2aRa9evXB0dGzR+7/rm2++obi4mF//+tetGg+g0WiYM2cOH330ER06dCA9PZ2QkJAWN/tLly4lOzsbZ2dn0zIzMzO2bt16x3FvvfUWVVVVpKSkNPpWqr6+nt27dzfb7B86dAiAoqIiLly4gKenJ+bm5vznP/+hZ8+eLWr2Q0JCOHXqFKWlpYwcOdK03GAw0K1bt2bHf18zZ85k8+bNnDlzhuDgYDp27IjRaEQpxZo1a+jVq1ezMRYtWsRrr73G5cuXefnll/nyyy8xMzPD1dWVuLg47O3t7zh+2rRpmJmZUVtbS3l5Oc7OzrRr146ioiKcnZ356KOP7jj+h/hM+PbfEzR8npmbm1NbW4uNjQ2ffvppszEAevbsiYWFBRMnTgRg9+7dXL58GXt7exYvXtxsQ7tu3Tri4uLIysrC1dWVqKgoAgMDW9TsDxo0CGjYYaiurmbcuHFYWFiQlZVFp06dWlQ/wJYtW/j3v/9NaWkpfn5+REVF8fTTT/OXv/zljuNu93l2U3OfpzcVFBRw+fJl/Pz8sLCw4OOPP27x51NWVhY3btwgMTGROXPmmJbX1dWxadOmZpv9H2oOo6Ojqaur489//jMLFizA3d2d//73v6xevbrZsT9UDeLuSLMvxLfcPKqwadMmgoKCWh0nISGBd955h1mzZtG1a1fefvtt5s+f32yjPGrUKM6dO0d+fr7pQxHA3Nyc4ODgu6qhZ8+eLF682BTn5MmTbNiwodn/kL/vOtwUEBCApaUlzzzzDBYWFvzrX//ixIkTvPzyy82OPX36dItytMT3OVJ05coVfHx8+NWvfoWVlVWLdlS+y2g0Mnz4cBYsWMCoUaP49a9/jcFgaPH4/fv38+GHH7b4SPJNLi4ufP75502WW1lZsWLFimbH35y3wMBAMjIyeOihh4CGU9xa+ru4YsUKKisriYuLY8mSJablFhYW/OpXv2p2/Pc9ClheXg7Aa6+9xpIlS/D09ATg8OHDLF68mH/+85/N1nBzxzI2NpYnn3ySyZMnAw3ffLzyyivNfjuxd+9eAF5++WWeffZZBg4cCDQ0fZs3b242/w/xmXDz7yk6OponnniCcePGYWZmxkcffUReXl6LYgAcP36ctLQ007/79OnDxIkTWb16dbPfBH17TFJSEuPGjaNjx47U1dW1aNzNb6feeecdduzYQbt2DWchjx49mmeeeabF65Cens7OnTt55plnsLOz47333uNPf/pTs83+tm3bUEqxfv16nJ2dmTBhAubm5vzrX/9Cp9M1m/fmkfvJkyezY8cOrK2tgYZvuJ577rkW1V5dXc3Ro0eprq427YxDw+9CSz5Xf6g5PHHiBKmpqaxbt46nn36a0NBQ0w7gT1WDuDvS7AtxC3/84x/JyMggICCA6OhoTp48ydKlS/nd737XovFGo5GuXbua/t2zZ88WjXN1dcXV1ZU//OEP2NjYtKr2m86cOdOoOejXrx9arbbF41u7Djfl5eU1agymT5/OhAkT7uooe0VFBRkZGVRXV6OUwmg0otPpWLVqVYvG+/r68s9//pMhQ4Zgbm5uWt7SUyda0ow1x9ramjfffJNDhw4RFRXF1q1b6dixY4vHOzs7N/l2oyW8vLzw8vJi9OjR3+u0ldLSUh588EHTv62trfn6669bNNbGxgYbGxs2bNjQ5FSkoqKiZk+feOKJJ1i+fDmvvPIKVlZWrV6HyspKU6MPDUcXa2pq7iqGTqczNfrQcBrT3Zzide7cOVOjDw1/61999VWz425+Jvj6+n7vI58FBQUsXbrU9O8//vGPbNiwocXj6+rqOHv2LL/5zW+AhtPLjEYjNTU1LWrau3TpwrJly/j888+Jj49nxYoVLf5bvOn6/2fvvMOiuNr+/0UQ0ZjYIhoNGjU+mvhEjKIiIFFMUBSWDhbAqKhoggqoIFUpUUrEiu2JFQs2iooiiIkYexJAEOyKIkKiQixI2/n9wTvz7uLKnrNnkjzX753PdXlFNp6ZM7PDmfvc5Xs/f47Kykph8/nHH3/g1atXxONbtGgBXV1d4edWrVoprQ1vg1+3rl+/rrTJnD59OlFkgufZs2dKEYK6ujpUVlYSjXV2doazszPOnz+PESNGEJ+zKaz3sKGhAXK5HKdOncKyZctQXV2N6urqv3UOEnRIxr6EhAoCAwPh7OyMU6dO4e7du1iyZAkiIyOxb98+ovFdu3bF6dOnoaWlhT///BO7d+8meqnZ29sjOTkZRkZGSi8E3qNMmr4CAB988AHi4+MxYcIEAI0erX79+hGP1/QaFDl37hxMTEwANIZtaYxcAFiwYAE++OAD5Obm4ssvv8SPP/6Izz77jHj8q1ev8N1336FDhw7CZzSe+e7du+PIkSO4desWvLy8kJGRQZWrDjSmYRw4cABr1qxBu3btUF5ejpUrVxKPb9euHSZMmIDPP/9cyUghjVjMnDlTZfoB6T0YNWoUpk2bBktLS3Ach+PHj8PKyops8v9DeHg4srOzqVORnJ2dcf/+fTx8+BALFy6kOicA3L9/H2FhYWjdujX27duHiRMnoqqqCgcPHlTayDbHo0ePsHnzZrRv3x5ZWVn48ssvwXEcMjIyqJ7nrl27YvXq1Rg/fjw4jkNqaio++ugj4vFZWVlYsWIF/vzzTwCarQmtW7fGoUOHYGVlBblcjtTUVLV59ooEBwdj5syZ6NSpE+RyOf7880/ExMRg7dq1sLW1VTt+6dKluHjxIjw8PNCmTRsYGBhQ5aoDgJeXF2QyGQYPHgyO45Cbm4uQkBDi8cOGDUN0dDSqq6uRlZWFpKQkGBsbU81B0dj+6aefiDYLPM7OznB0dBTS+LKzszF16lSq87dr1w7z5s17o45H3e8TD+s9tLOzg5mZGQYPHgxDQ0OMHz8erq6uVNfAOgcJOrQ4TVxGEhL/n+Pk5ISDBw8iKCgIhoaGcHFxgYODg5KnujmePHmCqKgonDt3DhzHYfjw4QgODoa+vv5fPPP/pbKyEqtXr8bly5ehp6cHU1NTeHl5CeFjdbBeQ2FhIRYvXow//vgDANC7d29ER0ejR48exNcwbtw4nDhxAtHR0Rg3bhx69OiBqVOnIi0tjWi8tbU1Dh48SJ0CwxMXF4fHjx+jsLAQBw4cwJw5czBgwAAEBAQQHyMiIuKNl5i/vz+io6OJxicnJ6v8vGnR7dtomq+fmZmJ2tpazJ07l2g8AGRkZODSpUvQ0tLCiBEjlPLvSbC0tERaWppG30NtbS0uX778RkEiCY8ePUJBQQGuXr2KVq1a4dtvv0ViYqKQxqMu3x4ALl++LBzjvffew9KlS7Fx40ZkZmYiOjqaOOJVVVWFNWvW4NKlSwAAExMTeHt7E0fwvvzySyQkJBDVGbyN0tJSRERE4OLFi2jRogVMTEwQHBxMdB946uvrcePGDbRo0QJ9+vRBy5YthY2HOqysrHD8+HGN589TUVGB3377DVpaWhgyZAhRShiPXC7H/v37ce7cOcjlchgbG2PixInQ0SHzfV67dg3+/v6oqKgA0OgQiImJoYp8FhQUKP0+9e/fn3gs0Jgi6erqir59+yrdd8VIrjpY7iEAYbOnra2Nuro6wUNPA+scJMiRPPsSEirQ1tZGRkYGfvzxR8yfPx9ZWVlCbiEJnTp1gqenJ1auXInnz5+joKCAytBnTV8BgOjoaKZ8ddZruHr1Ko4dO4anT59CT09PIyUf3uvYq1cvFBcXw9DQkGp89+7dUVVVpbGxf/bsWUHNpm3btti2bRtkMhmRsR8UFIQHDx6goKAAN2/eFD5vaGgQvLPN8fvvv6Nz584YPny4RnPnaZo25enpCQcHBypj//3338fHH38sqJfQomkqEgDo6upqZOgDjela3bp1UypcdHNzg5ubG/Exhg4d+ka6kZeXF7y8vKjm0q5dO/j5+aGkpAT/+te/8Pr1a6rfCX19fSZDH2h8FjZu3IjKykql1CxSSktLkZiY+IZHmXSd6d+/P1JSUjBw4ECl30maiGFtbS0OHz6MO3fuICQkBDt27MCsWbOUol7N0aJFC5iZmaFr164wMzNDWVkZsaEPAJ9++imOHDkipONoch/v3r2LqqoqzJ49GydPnqQ29vX09Kie4aaw3sPi4mIsXrwY5eXlkMvl6NOnD6Kjo9GzZ8+/bQ4SdEjGvoSECsLDw7F9+3aEhYVBX18fx44dQ2RkJPH4uLg4XLt2DVu3bkV1dTUSEhJw5coVeHt7E41nTV8BGnP2X758SZ06w8N6DYmJiZg4caJGHh8eY2NjzJs3D/7+/pg+fToKCwupDPe6ujpMmDABffv2RcuWLYXPScPd/AaP957V1tYSb/rmzJmD0tJSREVFKaUqaGtrE+XQBwcHY9OmTYKai6JxRZOKpKi0wnEcbt68iZqaGqKxgLJ6iZWVFbF6iSKapiI1lXpsCun3yIJYc1BUt9q/fz8mTJhApW41YMAAzJs3D6ampkr1CzRpZUVFRfDx8cHr16+RlJQENzc3rFq1CgMGDCAav2DBAhgZGb2RZkhKXl7eG5tF2oL38PBwdOzYEdeuXYOOjg5KSkoQGBhIpAQDNCrabNiwAa9fvxZSuxYvXkyUhgQ0bniCg4NRWlqK3bt3w8PDA9999x0+/PBDovGK0cKZM2fi0KFDKC4upooWmpmZYdeuXTAzM1N6Fkg3Taz3MDAwED4+Phg9ejQAIDMzE0uWLMGePXuIr4F1DhJ0SGk8EhJv4cGDB7h9+zZGjhyJR48eKeUbq8Pa2hqpqalCLmd9fT3s7e1x5MgRovGs6SvA/+Y79+rVS+mFQGqcsF6Dp6cnamtrYWhoqHR+2hzdkpIS9OjRA4WFhbh8+TKsrKyI0w74lImmkIa7N2/ejMLCQly9ehUeHh5ITU3F2LFjqb26RUVFuHDhArS1tWFqaspUMEuLu7u78HctLS106NABnp6exJtHOzs7Qb0kJSUFL1++hLOzM9LT04nnoGkqEv/97d+/H3p6erCzs4OOjg6OHj2KmpoaRERENDteDE1v1jnwODs7IyEhATNnzkRKSgpu3boFX19f4t/pt10LTfRuypQpCA8Ph5+fH1JSUvDzzz8jPj4eBw8eJBrPnX7DLAAAIABJREFU1xT9k/BzsLOzQ0pKCjiOg42NDY4ePUo8fteuXXBzc0NKSgoqKiowbdo0HDt2jGj8jBkzMG3aNMTFxSE5ORkHDhxAamoqdu/eTTTezs5OiBampKSgvr4eMpmM6vfJwsLijc9oNk1i3MOmzwF/LFJY5yBBh+TZl5BQAav3p76+Hq9fvxa86qTycjys6SsAsGjRIuoxirBew6BBg5jOz5OXl4dDhw7By8sLN2/epMovHjZsGFMDnVmzZiEnJwfdunVDWVkZ5s+fT9VvAQC2bt2Kffv2wcLCAnK5HHPmzMHs2bPVStWRvjjVeXZ37doFoLEZlFwux3vvvUc28f9BU/USRezt7fHw4UPcunVLSJ0g2Tzzm7Lo6GgcOnRI+HzQoEFECihiqPmwzoGHVd2KN+qrqqqoimoVqa6uVtpompqaEteOAMCQIUOQnZ0NMzMzjdItqqqqEBsbi5KSEqxZswbR0dFYsmQJ1TOppaWF2tpaIbLQVN1GHS1atFCqk9DX16dK0Xz27BnMzMwQFxcHLS0tuLi4EBv6/PkBzaKFPLycq6aw3kMTExMkJCTAxcUF2traSE9PR58+fYQGciQRBtY5SNAhGfsSEirYsmUL9u7dCzc3N3Tq1AnJycmYNm0asbE/ceJEODg4CB6YM2fOqG1ipAhL+kphYSEGDBjAvHCyXgOtB18VrCFvTRvo8NTW1qJz587w9/dHWloaLl68iIEDB1KlJiUlJeHw4cOCgfHNN99g0qRJao19Eu1uEh48eAAfHx88ePAAHMehW7duiI+PR69evYjGi6Fewrp5rqmpwd27d4U5X79+HfX19WrHsar5iDEHHlZ1q+LiYixYsEDjFBwAaN++PYqLi4W1IS0tjWrjcOLECSQmJip9RqMIFBISAlNTU+Tn56NNmzbQ19fHwoULsXnzZuI5eHh4YNq0afj9998RFRWFrKwsqh4kffv2RWJiIurr61FUVIQ9e/ZQ5czr6enh8ePHwj28cuUK1cZn3LhxWLBgAaqqqrB9+3akpaXB2tqaeDzAHuVhvYd8kXXTiBCfckgSYVA1B5o6IglKOAkJiTdwcHDgOI7jbG1thc+sra2pjpGfn8/98MMP3I4dO7jCwkLqOdy/f5/jOI67evUqt23bNu7x48dE44KCgjiO4zg3N7c3/ri7u1PNQZNrsLOz4ziO4/r168f1799f+MP/TIOtrS0nl8uF76Guro6zsrKiGl9TUyOMf/HiBdX4efPmcTExMVxeXh5naWnJrVu3jps1axbVNbi4uHDV1dXCzzU1NZyTkxPVMTiO454/f85VVVVRj/v666+548ePCz8fO3aMc3NzIx7f0NDA7d27l/P29ua++eYbbteuXVxdXR3VHOzs7Ljnz58L30N5eTk3fvx44vE5OTmcqakp5+DgwNnb23Pm5ubc5cuXicbW1NRwZ8+epZqv2HPgOI77448/OB8fH2748OHcsGHDOG9vb668vJx4/OTJk7lbt24J9/Ds2bOco6Mj1TXcv3+fmzhxIjdgwABuyJAhnIODA3fnzh2qY7Bgb2/PcZzyumpjY0N9nJs3b3KJiYncjh07uKKiIqqxL1++5OLi4jgHBwfOzs6OW7FiBff8+XPi8fn5+ZxMJuMGDRrEyWQy7osvvuByc3Op5nDmzBluxYoV3PLly7ns7GyqsRzHcYcPHxb+7N+/n5s9ezYXHR1NdQzFe1hcXEw1VpM5q5sD7fcoQYfk2ZeQUIGm3p/Tp09j9OjRQgoG7wG+ceMGbty4QVxMZ2NjIzRFGjx4MHEzLwBCITGfvkEL6zXwuZyquuDW1tZSzYU15M2agvLw4UOsXr0asbGxcHR0xKxZs4g7RfL07t0brq6umDBhAnR0dJCZmYm2bdsKnYzVRUBUeeZXrVpFrNH+7NkzjBs3Tvh5/PjxVI2UVqxYAZlMptRQihbW1AkzMzNkZ2fjxo0b0NLSQr9+/YgVVFjUfMSaAwD89ttviImJoRqjCGsKDgB06dIFe/fuxatXryCXy9G2bVsir3xSUhJcXV3f2n2bNIqnra2N58+fC7/P9+7do05hqaurQ2lpqZBeWFxcjOLiYuK1NSIiAsuXL4efnx/VeXk+++wzHDx4EPfu3UNDQ4MgP0pDTU0NamtroaOjo1E6VNNaFycnJ0yaNIl4fGVlJSoqKjBlyhRs3LgR69evx8KFC4llkePi4oTiXE3x8vJCUFCQUrR46tSpajtSS2iGZOxLSKggNDQUGzZsQKtWrRAYGAhjY2P4+/urHXf16lWMHj1aqZW5IqQvpK1btyInJwe7du3CkiVLMGjQIIwaNQrjx49XO/ZtL+SmvO0FLdY1uLq6IikpSfhZLpfD0dGRuMAXUB3y5puEkaAqBYVGyrKhoQFPnz5FVlYW1q5di99//51KyQZolDvs3r07amtrUVtbS214hoaGwtPTUzDY09PTERISQryZ09XVFVK7gEaNb9JeCwDQo0cPREVFoaqqCjY2NrCxsSFWHuFhTZ24d+8eEhMT8erVKyUpWnW50mKq+Wg6B560tDSEh4dj9OjRkMlkGDJkCPG5AfYUHKCxwdrmzZvRpk0bvH79GtHR0Thy5AjOnj3b7DhOJB2PefPmwd3dHWVlZZg7dy5yc3Px3XffUR1j/vz5+P3339GnTx+l75Z0XWJVKcvPz8cvv/yCKVOmwMvLC9euXUNMTIzQJEsdK1asQG5uLiZMmAC5XI7Vq1fj6tWr1EX/ity+fVvQ/SfBz88PJiYm0NLSwsmTJ+Hh4YGgoCDiNcXAwABLliyBoaGhUnopjTJUXl4eZsyYgZCQEIwcORJAY02HxF+DpMYjIfFfCsdxKCgowPnz5wVD6dy5c2rHkaplkDZlosXDw0NQMOFfxhzHQUdHBxYWFlizZg3V8XJycpQa4NB4lFQ10Jk0aRKxd//IkSNYvXo1LCwsEBgYiLFjx2L+/PlEmy6xUKVyYWNjQ7xpys3Nha+vL9q3bw+O41BVVYX4+Hjqou+ysjKkp6cjLS0N77zzDpXM3qtXr7Bhwwal7+Gbb74hbijl4OCAUaNG4fTp07C3t0dmZib69OmDpUuXNjtOLCUdljko8uLFC2RlZeH48eMoKSnBuHHjMH/+fKKxJSUl8Pf3FxqEffTRR4iNjUXv3r2Jz8/XsHh4eCA6OhrDhw/HokWLNNKKp2H79u34+uuvUVxcDH19feTn56OhoQGGhoZ4//33qY7FK5VpipOTE0pKSjRWKXNxcYG3tzcqKytx/PhxBAcHw9vbW6l4uznGjh2LY8eOCRGempoa2NnZUTUb69+/v5Icb8eOHeHr6wsnJyei8XzTyIiICPTs2RMeHh5UTSPFUIays7PD2rVr8c0338Da2hqzZs36r1B7+v8VybMvIaECfjFVpHPnzjhz5gzR+JycHKxateqN5jOk0mgzZ87EnTt30L9/fwwbNgybN28m9oSKZcRreg0TJ07Ezp07sWzZMoSFhTHNge8+y3t+ALrus1u2bMHs2bOVUlBWrlwJX19fovG8J5snPT2dWolG1bOkr6+Pn376iWg8q2d+0KBByMjIwL179yCXy9GrVy/q1IHnz5/j559/xs8//4yGhgbq6ESbNm3g7e0NPz8/3Lt3D/fu3aNqKFVXV4d58+ahvr4en376KVxcXIjSqcRS0mGZgyJt27bFkCFD8PjxY5SVleG3334jHtujRw+lFBz+eDRMnToV7733Hnx8fLBu3TpqZank5GSsWLFCaArH/U/nXHWpQDt37sTo0aOxcOFCbNmyRWgOVltbi0ePHlEVKvfo0YN6DNDYb2Lo0KFYvHgx1bimyOVyjBw5En5+frC0tES3bt3Q0NBAPL5z5874888/hfTIuro6dOjQgWoOqlIkaZDL5SgoKEBWVhYSExNRVFREdQ3NGfUhISFEm2gtLS0YGBhgz549WLRoEebPny9aBEniTSRjX0JCBYqLaV1dHbKyspCbm0s8PjIyEgEBAW+0Myflk08+watXr1BZWYknT57gjz/+wOvXr6kaSllYWKg8N+mGQ9NriI+Ph6WlJdX9asrbus/W19fj+fPnasfHxcXhyZMnyM7Oxr1794TPGxoakJeXR2zss95DgP1ZCgwMhLe3t5JnfuXKlWrHvU26s6lhpi707uXlhcLCQlhaWmL+/PkaycCuW7cOd+7cwcKFC+Hm5oa+ffvi7NmzCA4OJhrfunVr1NbW4qOPPkJhYSGMjIyozs+qpCPGHLZt24ajR4+itrYWMpkMmzdvRteuXYnHnz59GleuXMHcuXPh7OyMp0+fwt/fn2jTopjOxHEc2rZti8jISGzduhUAuVd7/fr12LVrF3UnX3t7e8yYMQOPHz9+Q9GLVL2Fv4anT5/CxsYG/fv3h7a2trDhUHcNoaGhOH78OGJiYoj7CqiidevW2Lp1Ky5cuIDQ0FDs3LmTKiWoY8eOkMlkGDNmDHR0dJCTk4OOHTsK3nIS73h1dTXWrVuH8+fPo6GhAcbGxpg/fz7xBnrRokWIiYnB9OnTYWBgABcXF7U9KUgpKCgg+nd8NKlt27bYsGEDVq5ciYyMDFHmIPEmkrEvIaGGli1bwsrKChs3biQe06FDB6YCJt4YffnyJU6ePInw8HA8evSIeCEFlAt06+vrkZmZSVUgq+k1GBkZCQ2bmkYjSGX6WLvPWlpa4vbt27hw4YJSAy1tbW0qeTfWe9gUTZ4lTT3zYkl3uri4wNzcXOPCUqBRF3zPnj3YuXMnbGxsiI1UHplMBi8vL8TFxcHV1RU5OTlU/RYCAgLg7u6OLl26gOM4PHnyBN9//z3VNbDOoby8HJGRkfjkk0+ozsuzbt06REVFIT09HQMHDkRoaCjc3d2J7iNp12t16OvrUxv6APD69WtkZWVh7NixGht0rNfQrVs3mJub49mzZxgzZozwOb9ZIN3Ax8XF4cCBA1i7di3atWuH8vJyos03z+jRo5XWVRrxBZ7w8HC0bt1aqHfYv38/wsLCEBsbSzR+xIgRGDJkCHR1dXH//n3MnTuXuNGgWGzbtg3A//aN8PX1hZub2986h/9LSDn7EhIqUPSKchyHmzdv4uLFi8R5mbGxsaivr8fIkSOV8kJJGzrl5OTg/PnzOH/+PORyOczNzfHFF19QexObQpOXyXoNc+bMoVJ9eRsVFRXQ19fHlStXcP36dTg6OhJHOJ4/f45WrVoJL7W7d+/C3NycWgFEEZp7CGj+LK1duxbe3t6i5McC9E21xDw/X3cwadIkLFiwAEOHDsWECROo8pRfvHiBtm3b4vHjx7h69SpMTU2pUoFqa2s1VtJhmQOvbpWcnKwySkRa1Ojo6IhDhw7hm2++gUwmw9ixY6lqN4DGDcfOnTuxaNEiPHjwAGvXrsXixYuJ8+ajoqJQXl4OU1NTpTVB3TWYm5tjxYoVWLZsGaKiot5I16BpdKfpNcjlcjx+/BheXl4q16Xu3bsTnf/y5csqP6e5BtaO2jKZ7I3Oy+PHjyfuwrt+/Xrcvn0bCxcuhIuLC/r27Ys+ffoQR9qagzTvXoy+ERLkSJ59CQkVNFWi6dChA1atWkU8Pj8/HwBw7do14TOSUDPP7t27MXr0aEydOpXKe6iI4kuJNzJplGRYr2HDhg346aefcOHCBdTX18PY2FjJo0ZCWFgY6urqMH36dPj5+cHU1BS//fYb4uLiiMbv3LlTeKlNmTKFOn2E9R4Cmj9L/EuP1eOmqXSnWOcHGj2J1tbW0NPTw9ChQ+Hm5iY0ayOhuroaGzZsENIWhg8fTlU3wKqkwzIHXt2KLxZuCqmx//777yMiIgIFBQWIjY3FihUrqPPWFy5cKKhZdenSBUZGRli8eLGQzqOOFy9e4J133nkjDU3dNXz77bfYtGkTKioqsHr1aqX/R7OmsFxDixYt0K1btzeMZFoUBQbq6+tx/fp1GBkZERv7fEftMWPGoKGhgbijtiIcx+HPP/8UNu5//vknVS3RqVOnhEibTCbD4sWLqWtYWImIiMD69evh5+eHLl26YOnSpQgLC2NKsZJ4O5JnX0Lib4b3mDaHXC7H3r17cfHiRcFQdnNzo/JIu7u7C3/X0tJChw4d4OnpKaTY/NX85z//QUZGBmxsbMBxHI4cOYIxY8Zgzpw5xMdwcHDAoUOHBDlRb29vwcNJOp5/qVVWVgovNVLPvBj3MD4+Hj4+PsT/XmymTZsGV1dXJenOvXv3UvVhePjwIW7dugUzMzOUlZXBwMCAeh6PHj1Cly5doK2tjaKiIqp0liVLlqB169ZwcXEB0Ji28Pz5c+K0BTGUdFjnwMOnLdDCK/l8/vnn6NmzJ3bv3g1bW1uqIl1VHuG/UwFl/fr1VJ1aVaHpNTStv1E0fXhlG5p0Hp4HDx5g+fLlSEhIIPr3Y8eOxaFDh4TvraqqCpMmTSL2ygPAoUOHsGnTJmHDnJ2djVmzZhGr8YgRaVN3bHXw67Div1f13UqIg+TZl5BQgaWlpZI6gZaWFvT09NC7d2/4+/sTh3xVkZ2drdbYj42Nxf379+Ho6AiO43D48GE8ePAAQUFBxOfhjbnKykpoa2vj3XffJRrHqtPPk5qaigMHDggpNy4uLnBwcKAy9hsaGiCXy3Hq1CksW7YM1dXVqK6uJh4vl8uhp6eH06dPY8GCBZDL5VTjNW1Mpgh/bk0Ktd/G7NmzsWnTJqJ/y9pUKz09HRs2bMDr16+xb98+TJw4EYsXL4atra3asc299K9fvy78XZ1nuLCwUMkICA0NpZI/FUNJh3UOmqYtPHr0SPg7H2V59OgRRo8ejT///FNQxiHx8uvp6eGnn37CF198AQA4d+4clbITq8oYx3Eq1xfSplyA5teQnZ1NfA4aDAwMcOfOHeJ/3759e6UUstatW1Nr/js6OuKzzz7D5cuXIZfLsW7dOqpaCtZIW3OYmJgQ/Tsx+kZIkCMZ+xISKjA3N8eHH34oeErS0tJw9epVWFhYICgoCNu3b9f42CTBtJ9//hkpKSmCJ3/UqFFKEpAkFBcXY/HixSgvLwfHcejduzeio6PRs2fPZsexbGQU4ThOKbe+VatW1HnSdnZ2MDMzw+DBg2FoaIjx48fD1dWVeLymLzWxNjxA40tt3LhxGDBggFKeM23OvSI0xYqs0p1btmzB3r174ebmhk6dOiE5ORnTpk0jMvbFKhJmTVtgVdIRYw6api34+/sraaqrgjQVZtmyZVi0aJEgP/nBBx8gJiaG+BpYVcYUqaurQ05ODrW6E+s1AI0bTX6TxEOahtO0huX27dtUhjZrR22gcf4bN25EfHw8bt++jdDQUERERBD3XPD394e7uzu6du2KFi1aICQkhCjSRtKkjlTadOnSpfD398fNmzdhZGSEnj17UkfJJMiRjH0JCRX88ssvSnndkydPhoODA1W49m2QvCQbGhpQX18vqK40NDRQ67sHBgbCx8dHUH7IzMzEkiVL1DZDEkun39jYGN7e3sLxkpOTqbrXAo0pKFOnThU2PYmJiYI+NQnTp08XVFhoXmpibXiAv6Z5GY2Ch6bSnTwtWrRQShXR19cnTidrarjQRpl4vv76azg5OcHCwgIcx+H06dOYNWsW8XhWJR0x5lBdXa1UiGlqakrUL6K56FJtbS1Vz4RPPvkER48exaNHj6ClpYUPPviAeCzArjLW9Hn45ptvMH36dKpj8Nfw7NkztGzZkrrXgI+PD65duwZ9fX3hM5q6AcUaFi0tLYwbNw4jRowgPj9rR22gUcuev5d9+vTB3LlzERQUhL179xKNr6qqQkJCAkpKSrBmzRrs3LkTAQEBaj3rvJPhbU3qaGjaN4L2e5SgQzL2JSRU0KJFC+Tk5AjNnHJycqCrq4s//viDWp9bE2xsbODh4SEUoh07dkz4Oykcxym9mL/66iusX7+eeDyrxjz/8klJSQHHcTA2Nib2yovlWXdzc0PPnj1hb2+PMWPGEOeJi2mgHz16FD/88IPG47dv346EhAShvwBpIyMe1qZaffv2FTo4FxUVYc+ePcQN3nhURZliYmLQo0cPovFN0xbWrl2Lfv36EZ/fzc0NdnZ2aNu2LXbt2iUo6dDAOgfWtAVXV1ckJSUJP8vlcjg6OlKp8ZSUlMDX11epWDs+Pl7oP6COIUOGYPny5RordDXl5cuXSmlKJOTm5mLTpk1KxdaPHj0iTtMpLi7WqDkeD+va8O233+Lp06fIy8tDQ0MDBg0aRN1FuLq6Gubm5sLPpqamVF7xkJAQmJqaIj8/H23atIG+vj4WLVqEzZs3NztOzCZ1paWlCA4ORmlpKXbv3o25c+fiu+++w4cffkh1HAkyJGNfQkIFy5cvR0BAABYtWgSO49CjRw+sWLECSUlJ1J4oTfDy8sKnn36K8+fPg+M4eHl5UXe7NDExQUJCAlxcXKCtrY309HT06dNHeLmqy/Fl1ZjX0tLCl19+icmTJ+Py5cu4ceMG6uvriVJ5xPKsZ2Rk4MqVK0hOTkZcXBy++OIL2NvbExfYitFU6/Xr1ygrK6P2ovLs3LkTKSkp1MorYklnhoaGYsOGDWjVqhWCgoIwfPhw+Pv7U81FVZQpICBAbZSpac4/n9tcVFSEoqIiYiUbFjUfseagadqCh4eHoOSjuMnS0dGhzrMOCwuDp6enUrF2aGgocW0Kq0KX4u8TH2Xy9PSkuQQEBgZixowZSE5Ohru7O06ePIlPP/2UeLyhoSHu379PnPKiau6qIC3wzcnJQWBgIAYNGgS5XI7Q0FBERUVRRUw6duyIvXv3QiaTAWj8Hjt16kQ8/uHDh3B1dcXevXuhq6sLHx8f4VgkiNGkLjQ0FDNmzEBcXBzef/99WFtbw9/fn0ohS4IcydiXkFDBv/71Lxw+fBhVVVXQ1tYWQoykShKqFDdKS0vRvXv3ZjWV+dzqy5cvo3Xr1kovc77dOym8skLTnGA3Nzeil1JTg9vT0xMODg7ETakUZTMXLVoEExMTYtlMMT3rRkZG+Pe//40TJ04gPj4e2dnZ6NixI0JDQzFo0KBmx4rRVOvp06ewsLBAp06d0KpVK2rVj969e1N7/gDxpDNbtWqFQYMGwc/PD0+fPkV2djZ1QaGmUaamsqVNITW0WZoQiTWHHj16YO3atWjTpg3kcjmePHmitn4G+N/utpGRkcw66KzF2qwF64rjtbS08N5771Gnb+jq6sLR0RGlpaV47733EBMTQ1XPZGxsDGtra+jr6yt14FX3+yhWgW98fDz27NkjKFo9ePAA3377LZWxv3z5cixbtgwxMTHQ1dWFkZERoqKiiMdra2vj+fPnwubl3r17VEpvYjSpe/bsGczMzBAXFwctLS24uLhIhv5fiGTsS0gowJo+UlZWBo7jMGvWLGzZskUoqmtoaMDMmTNx4sSJZo3dvXv3IjIyUknLmYdWjzo7Oxt1dXVo2bIl6urqUFdXR9WEiFVj/urVq4JspqOjoyCbSQOrZ/38+fNISUnBuXPn8MUXXyA+Ph6DBw/G9evXMXPmTJw5c6bZ8awbHqBRgpQFDw8P2NjYwNDQUCn1QJ1nnt8osm6cgoODIZfLhR4JFy9eRH5+PsLDw4mPoWmUiaWIWREWJR2x5rBz504kJycjOTkZpaWl8PLywtdff02c2hYcHIwjR47g1q1b8PLyQkZGBvFGg4e1WPttBZqk61L37t2RnZ2NS5cuQUdHB6amplT57kDj5rOyshK9evVCXl4eRowYoaScpo5NmzZhx44d1JEyRVgKfOvr65Wkaw0MDCCXy6nO361bt7eqcYWEhCAiIqLZ8d7e3nB3d0dZWRnmzp2L3NxcYSNMgpmZGbKzs5ma1Onp6eHx48fC83TlyhWq9EIJOiRjX0JCAdb0kTVr1uDixYuoqKjAlClThM91dHSI0nAiIyMBiCP5ePz4cSQkJODIkSMoKyuDu7s7QkJC8OWXXxKNV9xw8BrzK1asID4/q2wmwO5ZX7duHZycnLB06VIlo6Zfv35E6VhiNNXq3r07k5H2/fffw8bGRtSiYRrpzoKCAiEvvGPHjoiNjaVWhtI0yvS2FKSmqDPIWZR0xJrD/v37sX//fgCNz8Thw4fh4uJCbOzHxcXh8ePHKCwshKenJw4dOoTi4mIEBAQQjQfYi7UVVaDq6+tx6tQp4o7MQOOz/Msvv8DKygpyuRyrVq1Cfn4+Zs+eTXyMr7/+Gj4+Pli7di2cnZ1x5MgRqoL1Dh06wMjISGM1IdYC327dumH79u2C0tvBgwdF/d0uKChQ+2/Mzc3x73//G/n5+WhoaEB4eDhV9LCqqgqxsbFCgW9ISAhRga8iAQEBmD17NkpKSmBra4uqqiqqxpUSdEhNtSQk/gI2b95MpdTBI6bko42NDbZt2yYs4k+ePMH06dORmppKNSdNFVS2bduGzZs3Y/DgwVi/fr0gmzl16lSq4zSFpikWAFRUVEBfXx9XrlzB9evX4ejoqCQJ2hxiNNVSNNIOHDiAOXPmYMCAAcRGmrOzMw4cOEB8PhIKCgqIDaQJEyZg27ZtgnGj6XOkCW/rOtsUdalKik2IFJV0SJoQiTWHsWPH4tixY4IHtL6+Hvb29sQFtnZ2dkhOToa9vT1SUlJQX18PmUxG1YwJaJS81LRYWxU0z6eNjQ0OHz6Mli1bAmjM/XZ0dMTRo0epzsnX/rx48QLFxcUYPHgwcRpKYGAgbt68CRMTE2EeALnWv5WVFY4ePapxge+TJ08QERGBCxcuCMIFQUFBSpsHFkgajF24cAGrVq3Cvn37cOfOHcycOROxsbEYPHgw0TnmzZsHU1NT7N69GwcPHsT69etRVFSktsC3Kfyz2NDQgN69e0ue/b8QybMvIaEC1vSRsWPHIi0tDTY2NggLC0NhYSGWLVum1sAS08NTV1en5K3p1KkTkcY/j6Y6/TysspkAu2ddsW7Az88PpqamxHUDgOaNyRQ5e/asYKS1bds7JXtxAAAgAElEQVQW27Ztg0wmIzb2hwwZghUrVsDc3FzJONFUAQWgk+708vKCvb09hgwZAgDIy8sjbu7GWiTMWm/Aw6KkI9YcvvzyS0ydOhVWVlbQ0tJCRkaGkBpFAv97xK9LtbW1xAauuugEaaqSonIOx3G4desWKisricYCQLt27fDy5Uu0b98eQOMaRZuzzzd5O3LkCJ4+fQpfX1+EhoYSRyy7devGlMKjaYEvz86dO/9xD3Z0dLQg+9q7d29s3rwZixcvJu5MzlrgC7z9mRQrbU5CGcnYl5BQAWv6SGBgIJydnXHq1CncvXsXS5YsQWRkJPbt29fsODELU4cMGQJfX1/Y2NhAS0sL6enpagtSFdFUp1/M6ARrKpFi3YCTkxN13QDrhgdgM9KAxnxzxf/yxyJNG2CV7rSxscGwYcOQm5sLHR0dBAcHE3shWYuE+/fvr7Tp1tHRgba2NmpqatC2bVulzaAqxFDSYZ0Dz6JFi3DixAlcvnwZOjo68PDwIDZQAWDcuHFYsGABqqqqsH37dqSlpcHa2pporFgbFj7tin+GOnbsSFQ0zBt2crkctra2sLCwgLa2Ns6cOUNtNG/YsAHbtm0D0Fj0nJycjOnTpxPfy6brDsdxVM3fNC3w5fkrOmrTUlNTo9QIrE+fPlRqOqwFvoDyM8mnhGm6gZJQj2TsS0iogLUws6amBnZ2dggKCoKNjQ2MjIyoNgtiSD6GhYVh165dSEpKgo6ODoyMjDB58mTi8ZoqqIgZnWD1rLPWDWi64VFElZFG0zOBtX5DU+lOntraWiQnJ+POnTsICQnBjh07MGvWLKKQO2uRcHFxMYDGZ3nw4MGQyWSCVzwnJ0fteDGUdFjnoEjnzp3x8ccfw9HREXl5eVRjZ82ahZycHHTr1g1lZWXw9vYmVnBRvP9PnjxBXl4edHR0MHDgQMHLTkJISIhGTbV4w67ppoPfDNLAGrFMSkpCdHS00jrw4YcfIjMzk2g8a4HvX9FRWxGSe9G7d2/ExsbC1tYWWlpaOHr0KD766CPic7AW+AJvrglOTk6YNGkS1TEkyJGMfQkJFbCmj2hrayMjIwM//vgj5s+fj6ysLCrPhxiSj7q6upgxYwZmzJhBNY5HUwUVMaMTrJ51Ozs7mJmZYfDgwTA0NBTqBkhhbUwGsBlpwJvNZ/z8/Kiaz2gq3ckTHh6Ojh074tq1a9DR0UFJSQkCAwOJU6HeBk2RcH5+PpYtWyb8PHbsWCLJSDFTAjSdA8+OHTuQlZWFiooKWFlZITQ0FE5OTlS/n127dsWYMWMEg04TOd6oqCgMHjwYDQ0NCA0NRXh4uFKDpuaIi4vTyNj/b4pYbtq0CampqVi1ahV8fHzw008/4ddffyUez1rgK8a9uHnzJvr27av0WW5uLgYNGgQTExO146OiorB69Wr4+fmhZcuWMDIyEsQhSDA1NWUq8FXF7du3UVFRwXQMibcjFehKSKiAtTDz+vXr2L59O0aPHg1LS0v4+Phg9uzZ1J1HFaEtTFUFjYHVXMMekrC1GNEJBwcHJeM4MzMT27Zto/Ksy+VyYaP19OlTqrqB2NhYvPPOO0obnl9//RV+fn4A1DcmA4CIiAiEhIQofebv7y/kzKpjxowZmDZtGuLi4pCcnIwDBw4gNTWVWJP6zJkziIqKopbu5OEL/uzs7IRuyDY2NtRFlU2hKRKePHkyHB0dBRWX1NRUnDx5Ejt27Gh2nFhKOixz4LGzs8P+/fvh4uKClJQUvHz5Es7OzsQFtsuWLcPp06eVZBtp5XhlMhn+85//CGlYpaWlmDNnjpIsaXN4eXmhQ4cOMDQ0VCpyVxchEashFdAYadq5cyeuXLmiFLEkLe7kC4o3b96Mjz/+GBYWFrC2tiZ+njUt8FXXKZhkLfnll18gl8sRHByMqKgoYdNXX1+PpUuXIiMjg+AKGnn69Clyc3Mhl8upu/iOHDkSlpaWkMlkMDQ0JB6nCJ8ex19Dx44d4evrS1Q0L0GP5NmXkFABa/pIv379MHfuXNy+fRsNDQ3w9fVVekmrQwzJR1UoSuepg1WnX4zohKaedbHqBlgakwUFBeHBgwcoKCjAzZs3hc8bGhre0OhuDtbmM6zSnVpaWqitrRWMtWfPnomSb0xTJBwbG4uIiAhERkZCS0sLpqamiImJUTtOTI+ypnPgadGihZJB2qpVKypFl59//hknTpwgVpJShY6ODjp37iz83L17dyp99A4dOgDAGylI6ox9sRpSAY0RS09PT+rOuzytW7fGhQsX0K9fP2RlZeGzzz7D69evicdrWuDLrxk1NTV48uQJDAwM0KJFC5SUlKBHjx44ceKE2mOcO3cOly5dQkVFBVavXi18rqOjQxWxZO3ie/ToUZw8eRIrV65EeXk5rK2tIZPJ0KNHD+I58OlxEn8PkrEvIaEC1vQRXjHi9evX2LdvHyZOnIjFixfD1taWaDxrYerboDGwWHX6xWhIpWkqkVh1Aywbnjlz5qC0tBRRUVFKmwptbe1muyg3hbX5jK6uLrGsoCo8PDwwbdo0/P7774iKikJWVhZxJ2ke1iLh7t27Y+PGjUqfkRhoYhWmssxBcS58rnhWVhaSkpJgbGxMPN7AwIAqN10RvlD5ww8/hJeXF+zs7KCjo4OjR48SqxIB4qRFadqQSqzoQEhICA4ePAh/f38cPHgQVlZWVL8fmhb48hseHx8fTJkyBUZGRgAa08NIG+/xzpqUlBTqhmqKsHbxbdeuHZydneHs7IyrV68iLCwMCQkJuHbtGvEc1DlkWNYsiTeR0ngkJFTAmj5ib2+PXbt2wc3NDSkpKaioqMC0adNw7NgxqnmwSD6KocLCotOvKjqxZ88eqnvAmkrEiuKGp6SkhHrDw/PixQs8f/5cyVgj9Q7m5+cjJCRE8ABWVVVh9erVxOFzfpOoqXTn06dP8fTpU1y8eBENDQ0YNmwYdTqahYUFEhMTNS5qzM7OxqpVq/Dq1StwHAe5XI7q6mpcuHCh2XFiKemwzIFHLpdj//79OHfuHORyOYyNjTFx4kRiz7qvry9yc3Px+eefK232SAxwVulNsdKhWBtSiUF8fDx8fHw0Hs9a4CuTyd5Im7KxsSHqt8AqZSvGHIDGNeH48eNIT09HVVWV4Nmn+f0OCgpCfn4+rK2toaOjg5MnT6Jt27b4/PPPAUjGvthInn0JCRWwFma2aNFCST9aX1+fqkBXDMlHVhUWVtULMaITrKlErHUDCQkJSjJ/hw8fppL5AxoLAjdt2qSkekKzUenZsycOHjyo1Hzm999/Jz4/q3TnlClTcPz4cXz88cfE52wKa5Hw8uXLERERgW3btsHLywtZWVlEqkpiKuloOgeemTNn4ocffsDEiROpzsszcuRIjBw5UqOxrB55sdKhiouLkZ6ernFDKh5NowMAu/Qla4Fv165dsXr1aowfPx4cxyE1NZVYCYdVypaHtYuvra0trKysEBAQQNVgUJHbt28jKSlJWM/d3d3h7u4uGfl/EZKxLyGhAk3TR3j69u2LxMRE1NfXo6ioCHv27KHyhooh+chqYLGqXojRkIo1lYi1boB1wwMABw4cQFZWFnVDsbKyMnAch1mzZmHLli2CRnx5eTlmzpxJlOMLsEt39u/fHykpKRg4cKBSvjjNJtLDwwM2NjYaFwm/++67MDY2xq+//ornz59j0aJFGD9+PPH5WZV0xJhDdXU1ysrK8MEHH1Cdl4fF4Gb1zCsal7W1tdDV1cX9+/dx9+5dmJubEzsyWBtSAezRAVbpy06dOsHAwAD9+vXDjRs3MGXKFOzdu5d4/rGxsVizZg18fX0BNL5rSM+tKGX74sULqtofRaKiohAREYGNGzcKXXzDw8OJx//000/UuvpNaVr7U1tbi1evXjEdU+LtSMa+hIQKWAozASA0NBQbNmxAq1atEBgYCGNjY/j7+xOfXwzJR1YDi1WnX4zoBKtnnbVugHXDAwAffPAB2rVrRzUGaIyMXLx4ERUVFZgyZYrwuY6ODkaNGkV8HFbpzry8vDcKMmlTqFiLhPX09HD37l306dMHly5dgrGxMerq6ojHt27dGocOHVJS0qH9Tljn8OzZM1hYWKBTp05o1aoVdTMmVZCqa4nlmV+/fj1u376NhQsXYsqUKejbty/Onj1L1FgLYG9IBbBHB1jvBWuBb7t27d5Q56IlOjoa+/fvF6KFtPdR0y6+vDLXp59+qtRcjTZFFGjU1XdwcMCoUaPAcRx+/PFHeHl5Uc9JggwpZ19C4i2wpI+wIobko62tLb766qs3DCwxFUqaQwzZzHHjxr3hwVaVb/o2WOsGamtrsWvXLqHrKa3MH9BYEHjjxg0MHz5caRxpuHrz5s2YNWsW8fmawirdKQa83KGmXLp0Cbt370ZsbCwmTZqEkpISODk5EW+gS0tLERERgYsXLwpKOsHBwejSpcvfOgdVsBST08iX8rB45h0cHLBnzx7s3LkTlZWVWLx4MZUksJWVFcLDw99Yv2juQUBAAGbNmvWPdVu9efOmUOA7f/58nD9/Ht9++y2+/vrrZse5u7sTFRiTRCgsLS2RnJwsRPtokclkSE1N/Ue7+AKNEbfLly9DT08PI0aMkDro/oVIxr6EhApYCzObFgYCjd0zz5w5QzRejMJUVgNLFTQ6/bwXSBFeq52UoKAgVFdXK3nW9fT0iEPOrP0SxOBtqhOkxv79+/eRl5cHGxsbhIWFobCwEMuWLSM28nhjTPHe29raqi20Jv2eSFRBWIuEeV68eAG5XA6O4zSKlijy+vVrjWQsaeegTl+dR9PaGhoUPfMuLi7o27cv+vTpQ+yZ55+hSZMmYcGCBRg6dCgmTJggRELVMXnyZOzevZvJyExJSUFgYCBTdKApNOuapgW+b9vsNYVk4+Pt7Y3w8HBBCpUWDw8PlJeXa5zKVFtbi61bt+Lu3bsICQnB9u3bibtq81RWVuLatWswMTHBxo0bce3aNSxcuJBKvlOCHCmNR0JCBazpI4oawnV1dcjKykJubi7x+VkLU4HGFJQVK1YwG1iK0Oj0s9Y9AOypRGLUDTSFxjAA2FUlAgMD4ezsjFOnTuHu3btYsmQJIiMjsW/fPqLxmkp3ksgJksJaJFxSUgJfX1+UlJQAaHx2Vq1aRVzYyKqkwzIHf39/peZBqiC5F6zqWkBjYTrvmZfJZIJnnpQRI0bA2toaenp6GDp0KNzc3Jp1TDTlo48+gouLC3VDKkU2bdqEHTt2iLo5olnXNC3w5Y34TZs2Yfbs2Ur/b+XKlUIOPwm2trawtLTEv/71L6V0JtLfJ9boLt9Vu7CwENra2rh//z51V20/Pz+YmJhAS0sLJ0+ehIeHB4KCgphrjCRUIxn7EhIqEKMwk6dly5awsrJ6Q6O7OVgLUwF2A0sVtDr9gOZ1D0CjRvyMGTMwY8YMuon+D2LUDTSF1DDgIxtNozy0RlpNTQ3s7OwQFBQEGxsbGBkZURUZBwQEYPbs2SgpKYGtra0g3amOpgYYy4aJ9QUeFhYGT09PjBs3DkBjH4uQkBDi47Iq6bDMobn/z6fUkMCqrgU0yn/q6ekJBiu/6SHF398f7u7u6Nq1K1q0aIGQkBB88sknxOM1bUilSIcOHWBkZCRqCgrNuqZpgW9cXByePHmC7Oxs3Lt3T/i8vr4e+fn5VMZ+fHw8goKCNL6X9vb2KCoqwoULF6CtrQ1TU1Oq3h+FhYVITk7GmTNn0Lp1a8TExMDGxoZqDlVVVZgxYwYiIiJgZ2cHOzu7v1WC9f8akrEvIaEC1sJMxRQIPlecplOlGJKPrAYWqydRjOiEKmg862KoGjWF1DDgU5hYO0Vqa2sjIyMDP/74I+bPn4+srCwqJQxW6U5VG6aYmBiqcDtrkfCzZ88EIxsAxo8fT6Wmw6qkI8YcXF1dkZSUJPwsl8vh6OhIrG3Oqq4FsHvmq6qqkJCQgJKSEqxZswY7d+5EQEAAcUqVpg2pFGGNDrCua5p6xS0tLXH79m1cuHBBSd1IW1ubukndu+++y9RUa+vWrdi3bx/GjBmDhoYGzJkzB7Nnz4ajoyPReDG6asvlchQUFCArKwuJiYkoKipCQ0MD9bVIkCEZ+xISKmBNH7l48aLSzx06dKBSPxAjssBqYLF6EsWITqiCJuTOqmrEYhiQNmxSl1YVHh6O7du3IzQ0FPr6+jh27BgiIyPVHlcs6U5VG6aAgACqDVNoaChmzJiBuLg4vP/++7C2toa/vz9xkbCuri4KCwsFnfGCggK0bt2a+PysSjosc/Dw8MClS5cAQEl+V0dHh8rQZlXXAtg98yEhITA1NUV+fj7atGkDfX19LFq0CJs3byYaz9qQCmCPDrCua5oa+wMHDsTAgQPx5ZdfKkXHNNnwfPrpp/D29n4jRZN0A5CUlITDhw8LvWC++eYbTJo0idjYb9pVOzMzkzpdcdGiRYiJicG0adNgYGAAFxcXBAQEUB1DghzJ2JeQUAFr+ghrExsxJB9ZDSxWT6IY0QlV0ITcWesGWAwDUoUSdcb+vn37MGnSJAwcOBBAYwifBLGkO8WQgX327BnMzMwQFxcHLS0tuLi4UKkBBQYGwtvbG+3btwfHcaiqqsLKlSuJxy9YsACrVq1CbGwsNm/ejKSkJKGh0F89Bz41ITIykrgQVhWs8qUAu2f+4cOHcHV1xd69e6GrqwsfHx/IZDLi87M2pALYowNiREiaQhNtTE9Pf2PD0717d2RlZRGfr7q6Gm3btn3j3pEa++3bt1eKNLdu3ZpK2cfOzg7//ve/ha7amzZtQr9+/YjHA41RphEjRgg/79+/n2q8BB2SsS8hQQjNgm5paakUktTS0oKenh569+4Nf39/tS9s1sgCwG5gsXoSxYhOsIbcWesGWAwD/j79+OOPVMZ1UwYOHIjvv/8eT58+ha2tLWxtbdG5c2fi87NKd4pRaK1pkTDPoEGDkJGRgXv37kEul6NXr15U44cNG4Zhw4bhxYsX2LZtm0ZqPqxzCA4OxpEjR3Dr1i14eXkhIyODKhVDV1eXudib1TOvra2N58+fC9/jvXv3qFLKWBtSAezRATEiJE2hiTaKseFhdSb17t0brq6umDBhAnR0dJCZmYm2bdsKymHqnrPr169j48aNiI+Px+3btxEaGoqIiAgi6UwxJUglyJGMfQkJQmgWdHNzc3z44YeC9zAtLQ1Xr16FhYUFgoKCsH379mbHs0YWAHYDi9WTKEZ0gjXkzlo3IIZhEBsby2Ts29vbw97eHmVlZTh69CgmTpyIjz/+GM7OzkRRkrFjxyItLU1j6U4xCq01LRJW1/mV9HtgUfMRaw5xcXF4/PgxCgsL4enpiUOHDqG4uJg4dUEMdS1Wz/y8efPg7u6OsrIyzJ07F7m5ufjuu++Ix7M2pALYjWUxIiRNoYk2smx4eIeThYWFSoOZVH60e/fu6N69O2pra1FbWwtTU1Pi+QONm0Z+Q9CnTx/MnTsXQUFBRNfBy/BK/L1Ixr6EBCE0C/ovv/yiFLKfPHkyHBwcsHz5ciQkJGh0flrJR00NLB5WT6IY0QnWkDtr3YAYhoGBgQGWLFkCQ0NDJV13Gq/ugwcPkJaWhmPHjqFnz5746quvcPz4cZw8eRIxMTHNjmWV7szOziae59vQtEhYsZCRBRY1H7HmcPbsWSQnJ8Pe3h7vvvsutm3bBplMRmzsi6GuxeqZHzlyJAYMGID8/Hw0NDQgIiICnTp1Ih4fEhIiNKQ6ePAgrKysqNcY1ugA67rGGm1k2fBEREQAYBdfYI0QVVdXw9zcXPjZ1NQUsbGxRGPFlCCVIEcy9iUkVMC6oLdo0QI5OTkYOXIkACAnJwe6urr4448/UF9fr9GcaCILALsKC6snUYzoBKtnnbVuQIzUCb7xTV5entLnpMb+pEmT8Mcff8DOzg4//PADPvjgA2G84gv3bWgq3bl27Vp4e3u/1bNN8h2wFgmL1e2ZRUlHrDnwRjVvaNfW1lIZ2mLoj7N65ktKSpCbmwtra2uEhYUhISGBKkp09OhR4Xlau3atRtfAGh1gXddYo40hISE4cOAAAgICqDc8586da/b/q3NKqEuh4VG3gezYsSP27t0rRIXS09OJN31iSpBKkCMZ+xISKmBd0JcvX46AgAAsWrQIHMehR48eWLFiBZKSkjB9+nSNjkn6QhVLheWv0OmnjU6wetZZ6wbESJ2wtrZ+I0x+8uRJ4vFffPEFdHV14ebmBi8vL1y7dg0xMTEwNzdX+/IHNJfu5FVnWDzbYhUJq4LmWWJV8xFjDuPGjcOCBQtQVVWF7du3Iy0tDdbW1sTnYlXXAtg980uWLIGzs7NgqNFGiTRtSKUIa3SAdV1jjTZWVFQgMDAQwP9ueEjXg6Yqb01R50AQK4Vm+fLlWLZsGWJiYqCrqwsjIyNERUURjRVTglSCHC1O005BEhL/H+Pp6YmEhASqHHdVVFVVQVtbW5A4I4UlsrBkyRLBwNLX1xc+5w0s/kXzT1BQUECVDuXs7IwDBw5ofL6goCBUV1cr1Q3o6ekhPDycaLy7u/sbn5EaBunp6aitrcWaNWswb9484fP6+nps2rSJuKDQxcUF8+bNw7Nnz3D8+HEEBwfD29sbhw4dIhp//fp1bN++HaNGjcLYsWPh4+OD2bNnK8lA/tWwFgmrguZZys3Nha+v7xtKOrQ1JCxzABojfOfOnYNcLoexsbGSypE6ZsyYgWnTpiEuLg7Jyck4cOAAUlNTqYrum3rmr127RuWZd3JywsGDBxEUFARDQ0O4uLjAwcGBWHnKw8MD5eXl1A2pFImPj4ePjw/xvxebM2fOICoqijraKNZ6oI6QkBAh3edtiJVCU1lZifbt21PPEQCeP3+uUoLUwMBAo+NJNI/k2ZeQUIGm6SO8moE61HmiWCILYqmwiOFJbAqNYQSwe9ZZ6wZYUidevnyJX3/9FS9fvlTyyGlra1MZK3K5HGZmZvDz84OlpSW6detG1XxGU+nO5qCN0LAWCauCZiyrko4YcwCArl27YsyYMUJ06fLly8TPMqu6FsDumWdt8CZGShRrdIB1XdM02ijWeqCOgoKCt/4/sVJoioqK4OPjg9evXyMpKQlubm5YtWqVEDkjQQwJUglyJGNfQkIFmi7oYik8iKEFzWpgser0s9Y9AOwhd9a6ARbDwNnZGc7Ozjh//rySnjQtrVu3xtatW3Hx4kWEhoZi586dVJrYmkp3Ngdt/QhrkbCmz5JYSjosc+BZtmwZTp8+reS5pHmWWdW1AM3rN3g0bfDGI4ax3759e4wbN07j6IAYDd40qeN523rw4sUL6sivpoiVQhMZGYn169fDz88PXbp0wdKlSxEWFvaGYldziCFBKkGOZOxLSKhA0wVdrGI+MSQfWQ0sVk8ia90DIE5RYlNovNKshgEAtGvXDvPmzUNVVZVSvQCpkRcXF4cDBw5gzZo1aNeuHcrLy/H9998Tn59VulMVtB5tViNT02dJLCUdljnw/Pzzzzhx4oSSIhMNrOpaALtnvl+/fvDx8YG+vj6uXLkCIyMjIvnS5qCNErGusazrGmu0sbq6GrGxsZg7dy6cnJzw9OlT+Pv7w8HBgfpaaBGri291dTX69Okj/Gxqaoro6GiquYjRc0GCHMnYl5BQAeuCzqqDLIbkI6uBxepJFCM68VekEtF4pcVInfD394erqyv69u2rUepBly5dlDaeixYtoj4Gi3SnGBEaViNT02dJrM03yxx4DAwMqJvKKcKqrgWwe+bDwsJQV1eH6dOnw8/PD6ampvjtt98QFxdHezkCtFEi1u+UdV1jjTauX78eUVFRSE9Px8CBAxEaGgp3d/e/xdjnYU2had++PYqLi4V7mJaWRt2kToyeCxLkSMa+hIQKWBd0RY90fX09MjMzqQxtMSQfWQ0sVk+iGNEJMTzrTaHxSouROqGnpwc3NzeqMWLCKt0pRoSG1cj8K7qe0nqUWefQrl07TJgwAZ9//rnSM6RuvFjqWgC7Z/7q1as4dOgQ1q1bBycnJ3h7e8PR0ZF4vCpY6jZ4aL5L1nVNjGhj//79sXbtWshkMrzzzjuoq6tjPiYPyYaSNYVm6dKl8Pf3x82bN2FkZISePXtSb/hYJEgl6JGMfQkJFbAu6E098p6ennBwcMDcuXOJxosh+chqYLF6EsWITrB61lm90mKkTpiZmWHXrl0wMzNTyjFmMZ5pYJXuFCNCw1ok/Fd0PaX1KLPOYeTIkULfDRrElC9l9cw3NDRALpfj1KlTWLZsGaqrq5W8w+oQI0qkCprvknVdY402vv/++4iIiEBBQQFiY2OxYsUK6rWgORUoExMTteNZU2jOnTuHvXv34tWrV5DL5RrVHLBIkErQIxn7EhIqYF3QL1++LPyd4zjcvHkTNTU1xOcXQ+NeUwNLLE+iGNEJVs86q1dajNSJ1NRUABCaewGN3yVpShcr2dnZmDdvHjIyMqCnp4fDhw/D29ubyKsPiONVZy0SFuNZagqtR5l1Dpqmn4ilrgWwe+bt7OxgZmaGwYMHw9DQEOPHj4erqyvxeDGiRKog+S7FWtdYo43ff/89srKy4OHhgTZt2sDAwEB4rhR7QTRHfHw87t+/D2NjY4waNQqmpqZC34jFixerHc+aQpOYmIiJEyeiTZs2xGN41EmQWlpaUh9TQj2SsS8hoQLWBX3NmjXC37W0tNChQweqhiZihIo1NbDE8iSKEZ1g9axr6pUWM3UiOzub+vxiwirdKYZXnbVImPVZEsOjLMbz3BSa9BMx5EtZPfPTpk3D1KlThXTAxMREdOzYkXi8GFEiTb9LsdY11mhj27ZtlZpfKc4lODgYycnJao/xww8/oKamBhcuXEBOTg6WL1+O3r17Y8uWLURzYE2h6dq1Kzw8PGBoaKgUrSQ5xt8lQSqhjGTsS0iogHVB5431yspKaGtrKykfkCBGYaqmBpZYnkQxohOsniRKOQgAACAASURBVHVNvdJiGAZr166Ft7f3W+UfWfLNaWCV7hTLq85SJMz6LInhUf4rOkrTpJ+wqmsB7J55xXUpMTERCxcupFqXxIgSafpdirWuiVHH8zZIC7ifPn2KS5cu4dKlS7hy5QratWuHjz/+mPg8rCk0LM3o/hskSP8vIhn7EhIqYF3Qi4uLsXjxYpSXl4PjOPTu3RvR0dHo2bMn0XixClNZDCxWTyJLdEIsz7qmXmkxDAM+HC+m/KMmsEp3iuHRZi0SZo10ieFR/itkYGm88qzqWgC7Z15xXercubNGKSysUSLW75J1XROjjudtkKp1mZiY4P3334eHhwd27dpFrIQjVgqNGJv/f1KC9P8ikrEvIaEC1gU9MDAQPj4+GD16NAAgMzMTS5YswZ49e4jGiyH5yGpgsXoSWaITYoXcWb3SLIaBhYUFAHHlHzWBVbpTDI82a5Ewa6RLDI8y6xxYU4lY1bWaXoMmnnnWdUmMKBHrd8m6rolRx8PK8ePHceHCBVy8eBEeHh74+OOPMXz4cLi4uDQ7jjWFxt3dvdkNCf9Mk6wN/w0SpP+XkIx9CQkVsC7oHMcJhj4AfPXVV1i/fj3xeDFCxawGFqsnkSU6IVbIndUrLUbqhCpoZR//ScTwaLMWCYtRFMnqUWadA2sqEau6FsDumWddl8SIErF+l5qua2LW8bDSq1cv9OrVC59//jnOnTuHffv24erVq2qNfdYUGpq6MxL+SglSCWUkY19CQgGxFnQTExMkJCTAxcUF2traSE9PR58+ffDo0SMA6mUXxQgVsxpYrJ5EMaITrCF3Vq+0GKkTqqCVffwnEaN+hLVI+L/Bo8w6B9b0E1b5UoD9GljXJTGiRKzfpabrmpgSqG+DNGffx8cHv/76K3r16oVRo0Zh48aN6N27N/F5NE2h4TdYmzZtwuzZs5X+38qVK+Hr60s8BzEkSCXIkYx9CQkFxFrQjx8/DgA4ePCg0udubm5EsotihIpZDSxWT6IY0QlWzzqrV1qM1AlViNFI6O9CjPoR1iLh/waPMuscWNNPWOVLxbiGgQMHKq1LH374IVVRpRhRItbvUtN1TaxoY0REBEJCQpQ+8/f3R3R0tFAsqw4rKytERkaC4zjI5XK89957VHPQNIUmLi4OT548QXZ2Nu7duyd8Xl9fj/z8fCpjXwwJUgkKOAkJiTfYtGkT8zFqa2uF/758+ZJozKNHj7jS0lJuwoQJwt9LS0u5kpISbuzYsVTnd3Nz43744QfO1NSUq6ys5Hbs2MFNnjyZePzSpUu5vLw8qnMqkpeXx8lkMm7QoEGcTCbjvvjiCy43N5fqGI6OjhzHcVxgYCCXlJTEcRzH2dvbE49/+PAh9/XXX3NfffUVV1FRwbm7u3MPHjwgHl9cXMwFBARwJ06c4DiO4xYsWMAVFRVRXAHHbdu2jRs6dCjXv39/rn///ly/fv24/v37Ux3jn4S/37a2tsJnMpmM6hiPHz/m1q5dy/3yyy8cx3FcTEwMV1ZWRjye9Vlyc3N744+7uzvVNbDOQSaTcWvXruUOHz6s9IeWR48ecZs3b+YsLCy4WbNmcZmZmX/bNRw7doyztrbmOI7j7t+/z5mbm1Odn/X3kePYv0vWde3evXtcamoqJ5fLuZCQEM7BwYG7evWq2nGBgYGcu7s79/nnn3Pu7u7Cn0mTJgn3lJT79+9zjo6O3LBhw7ihQ4dytra23J07d4jHOzg4cBzHcXPnzhXWNpI55OXlcYcPH+ZGjRql9AynpqZyd+/epbqG5rCzsxPtWBKNSMa+hIQKNF3QedLT0zV6KQYEBHCjR4/mBgwYwI0ePVr489VXX3FRUVFU18BqYB0+fJjz8PDgrK2tuS1btnAVFRVU56+srORqa2u5GzducEVFRVxNTQ338OFDqmO4uLhwJ06c4ExMTLjy8nIuMzNT2ACQMH36dC4nJ4eztbXl5HI5l5SU9LdueDiO40aPHs2VlpYyHeOfZNKkSVxZWZnwAr58+TLn5OT0t85BjGfpn56DGPespKSEW7duHWdlZcVNmzaNO3DgwP9r796DorzS/IF/ERYvsDHrGOMaHWqcRLGyg0bjJV4QEGGWQLpBUQngrqEArVUpQkS5COWFFbGpWUki0YmKl8ziNgKSiIMBJE42imvFy6COSbZCRCGtRieCcYzA+f3hr3slGnnfPm/T3fj9VFEp3nDe9xC6yeE5z3ke8eabb4oVK1YovseD30Nra6uq54eGhopr165ZPr9+/bqqP/xk349akP299vrrr4uysjLx8ccfi5iYGPE///M/Yv78+d2Oa2pqEsePHxdhYWGivr7e8nHy5Elx8+ZNVXP413/9V3Ho0CHL5wcPHhQxMTGKxyckJIi1a9cKX19fcfv2bbFhwwaRkJCgePytW7e6fN7Z2SkuXbqkeHx3HgwskDa42Cd6BGt/oZvJ/k9Ri50FraiNJGq5OyEbWZeNSssuDIQQIi4uTty9e1f1OEehxQ6NtbR6LclElLWaw4YNG8SGDRvEf//3f4sTJ05YPpRasGCBCAwMFO+8845obm62XL9375545ZVXFN1DNjL/qO83LCxM8Xgtdom02B0QwvodEtndRiHuL/yPHDki2tvbrVokP2oxrGZ3oLW1VZSVlYnGxkYhhBB79+61/OHX0NDQ7fji4mLx0ksvWXYrvb29xaxZsxQ/vzuM7GuPOftEjyB7MPPevXtdDuP94he/UHz4CtCmW6YWrKnTr+VBNtlDibI5yrKdXwFtyj7akz1LDWr1WpI5d6DVHGQPp8pW1wKAwsJC7Ny5EwDwy1/+EqWlpXjjjTcUv5YnTJiAN998E2FhYXBxcUFlZaWqBktanOPR4gyJTP8R2XM8lZWVKCwsxJ07d7Bv3z4sWLAAqamp0Ol0iu/h7u7eJa+9oaEB/fv3Vzxetovv1q1bceDAAfzHf/wHkpOT8cknn+Dzzz9X/HyyA3v/tUHkiGTTR9LT00VycrKora0VR44cEStWrBCrV69WPF52Z0ELspFELXYnZCPrWkSlZVMntMrV7mla7tDIkn0taRFRtvduW2RkpPjTn/4kKioqxJIlS8SVK1csuddKyUbm7969K95//32RmJgoli5dKnbu3Klq10qL96Psz1L295rsbqNerxetra2W+ZtMJhESEqJ4vBBCnDp1Svj7+4vw8HCh1+uFv7+/OHXqlKp7/BwlKTTmlLStW7eKmpoaIYQQr776qibPF4KRfVtgZJ/oEWQr0WRnZ2PPnj3Yt28f3Nzc8PLLL+P1119XPN5WJR/VkI0karE7IRtZl41KyzYmA7Qp+2gPPVFqUCnZ15IWEWXZOciWMJWtrgXIR+bd3d0xY8YMuLu7o6OjA5MnT1b131GLXSLZn6Xs7zXZ3cY+ffp0qWA0ZMgQ1RW+xo0bh6qqKjQ2NqKzsxO/+tWvVL+ef46SLr79+/fH8ePHMXr0aFRXV+M3v/kN/va3v2nyfEB5CVJSwd5/bRA5Ii0OZsqQ3VnQgmwkUavdCWsi61pFpQsLC8X27dvF3bt3xaJFi8TkyZPFJ598omr+srna9mbviLYQ8q8lLSLKsnOQPZwqW11LCPnIfFlZmZg1a5bYsGGDyMnJEQEBAcJoNHY7TstdItmfpezvNdndxpUrV4o9e/aIV199VZw/f15kZmaKt956S9HYVatWPfZDC0qi6l988YXIyckRHR0dYunSpWLChAli586dqp6zdu3ah66lpqYKIYSmh33pPkb2iR5Bi5rWP6Wma6oW3TJlyUYStdidsDayrlVUWrYxGaBNIyF7coTzI7KvJS0iyrJzkG1oZTAYYDQaUVBQgIEDB8JkMiE/P1/V9yAbmd+5cyeMRiP+4R/+AQCwePFiLFy4EHPnzn3sOC13iWR/lrK/12R3G7OyslBYWIi+ffsiPT0dU6ZMwcqVKxU9+6WXXurSW8Berl69ivT0dACw9AY4fPiworEZGRloampCQ0MDvvzyS8v19vZ2tLa2AgBGjBih8YyJkX2ix5Cpaf1Takp32ntnQQj5SKIWuxOykXXZqLR5vm+++aYoKysTQjx5ZeEc4fyIta8lLSPKsq9nRyhham1k3uxRFV/UVIGReT9q9bPUYodEixKo1jD/t16yZInNnvG4328HDx4UZWVlwt/fX5SVlVk+jEajCAwMVHR/LUuQknKM7BP9DJmKDY+iJhJqi50FtWQjiVrsTshG1mWj0rKdXwH5XG17c4TzI9a+lrSMKMu+nletWoXExERcunQJOp0O33//PTZv3qxqDrKsjcybjR49Gjk5OZavLykpgbe3t+Lny7wftfpZyv5ekz3HU1paio0bN+LWrVsA7uenu7i44MKFC92OdXd3R1RUFC5evIiFCxc+9O+V7hZa28X39u3b+Pzzz3H79m3U19dbrru6uiI5OVnRs4cPH47hw4ejoqICly9fxldffYUZM2agubkZTz/9tKJ7kBXs/dcGkSOSrdigVddULXcWepoWuxOykXXZqLRsYzIhHKORkAxHOD8i+1rS4tyB7BwcoTGYbGT+zp07Ii8vT0RERIjw8HCxceNGVY25tNglsvcZEtndxlmzZomLFy9a9ezW1lZx4sQJMXv27C5RcfNHd7Tq4vvZZ589NC+1zD0fZs2aJa5fvy6mTp0qysvLVd+HlOFin+gRZH+ha9E11V5bxVrRoiGV7Ja7Fg1wZGlR9tGeZEsNakH2tSTbEVtmDo5UwjQlJUWsX79e/OUvfxF/+ctfxPr16xUfDhVCSB8C1eL9qMXPUobsAd+oqCjpOXz33XdWjdMqhaampkbk5eWJtrY28dvf/lZMmjRJ7N+/X9VctChBSsoxjYfoEWTTR0aOHNmlqZZaWpR8tDctGlLJbrnLNsDRghZlH+1JttSgFmRfS+np6YiMjERNTQ2+/vprpKWlYf369SguLrb5HByphOn69evx9ttvIz09HUIITJkyBdnZ2YrHf/HFF7h9+7bqVDYzLd6PWvwsZcge8H3xxRexfPlyTJs2DX379rVcf7DJ1c+JjY19bGlM8f9Tgn4unUerFJp3330XOTk5qKyshI+PD7KyshAbG4uIiAjF99CiBCkpx8U+0SPI/kKX7ZqqRbdMRyB77uHZZ5/tUqN+xYoVqp7vCFWNHCFXW4YjnB8B5F5LWp07sGYO5vf8tm3bkJCQoPqZWlqzZo1U5+Y+ffrA398fv/rVr7osVJXmimvxfrT3GRLZczxtbW3w8PDA6dOnu1xXstjPzc1VPd9H0aKLr7e3N95++2289tpr8PDwwL1791TN4YUXXsDevXvR3t6OCxcu4A9/+IOq8x+kkr23FogckWz6iGzXVC26Zdqb7LkHLThCVSNHyNXWgj3Pj8i+lrQ4dyA7B3unnwghREREhGhra7N6/KPyxJXkiptp8X609xkS2XM8n3766UPXqqqqVM3hvffee+hafn6+4vGyKTQJCQli7dq1wtfXV9y+fVts2LBBJCQkKB4vhBC3b98WBoNBRERECL1eL3Jzc63K/SdlXIRgqzKinzKZTDAajZg6dSrGjx+PTZs2ITY2FkOHDlU0PjIyEkaj0ernz507FyUlJUhJScGMGTOg1+uh1+tRXl5u9T172nvvvfezuxM9paysDOXl5XaJSre0tEAIgYSEBPz+97+3dIXs6OhAfHw8/vjHP/bIPLTwYER76NChCAkJwbFjx+Dq6mpVZSq1ZF9LFy9eRFFREfz8/BAcHIzk5GQkJiaqiiTKziE6OhqRkZHw9PTErl27kJSUBIPB0GPpJ8D930vffPON1ZF5AKiursbx48fh6uoKX19fTJs2TfFYLd6PWvws7aGyshI//vgjCgoKsHz5csv19vZ2bN26FR9//HG39zAYDPjuu+9QW1uLgICALvc4e/YsqqqqFM1lzpw52L9/f5f/p4SFheHDDz9UNL6trQ3V1dV46aWX4OXlhQ8++AA6nQ6enp44d+4cXnzxRUX3oZ7DNB6iR5BNH5kwYQJyc3Ph6+vbpQnKxIkTFY3XouSjvWnRkEqWFucGrOVIudoyHOH8iOxrSYtzB7JzsHf6CaD+99hPbdy4EadOncKrr76Kzs5ObN68GX/+85+xePFiReO1eD86whkSa2hRtjIoKAj/+7//i+PHj2PSpEld7vFv//Zviucim0Lj6enZJe3owd9vmZmZKCsr6/YeMiVIST0u9olsQLZrqhbdMu1N9tyDVrTul6CUI+Vqy3CE8yOyryUtzh3IzsERDotPmjRJKjJfW1uLgwcPws3t/tJhwYIF0Ov1ihf7gPz70VHOkKhVX19v+b0eGRlp1T18fHzg4+ODwMBA/P3f/73luhACly9fVnwfmS6+3VGaLLJlyxbs2bMHo0aN0uS59Hhc7BPZwJ49e6TGy+4sOAJH2J1whKi0bGMve3OEHRrZ15IWEWXZOTjCYXHZyPwzzzyDW7duYdCgQQCAe/fuWRp0KaHF+9Geu3UyTpw4AaPRiMLCwi67vWZKDuiaVVZWYuPGjbhz547l2nPPPYfq6mpF4wcMGICUlBSkpKQofqZSj6sW9KAhQ4Zwod+DWOeIyAauXLmCRYsWISgoCNeuXcPChQtVRV56A4PBgB9++MGuuxMzZ85EVFQU4uPjkZGRgSlTpuDo0aNwc3Prsah0eno6Ojs7HyoV6CzMEe26ujq77dBo8VpqampCaWkpysrKukSUU1NTe2QO5vST4OBgAPfTT3o6z7y2thZ79+5FbGws/uVf/gV79uzBgQMHFI8fNGgQXnvtNWRnZ2PdunWIiIhAZ2cn0tLSkJaW1u14rd6Psj9Le1i3bh1OnTplSeP56YcaW7duxYEDBxASEoKPP/4YmZmZGDt2rOLxpaWlmDx5MsaMGYMxY8bA29sbY8aMUfstSTGXIN23bx/Ky8stH2QbjOwT2UBWVhbi4uJgMBgwePBghIaGYuXKlfjggw/sPbUe4wi7E44QlXaEXG0ZjrBDI/ta0iKiLDsHR0g/kY3M+/v7w9/f3/K52t0pLd6PjrBbZ42ZM2di5syZUmk8Zr/4xS8wYsQIjB49Gl988QWio6Pxn//5n4rHO0IKjUwJUlKPi30iG7h58yamT58Og8EAFxcXzJs374la6DsKRzg34Ai52jJ6w/kRRzh34AjpJ+bI/KxZs+Dm5oY//elPGDRokCUq310N/vDwcKnna/F+dISfpYyAgAAkJSXh+PHj6OjowOTJk7FmzRpVTRj79++P48ePY/To0aiursZvfvMb/O1vf1M83pYpNEpz9kNDQx86L3L48GFbTInANB4im3D2rqm9xYNRaX9/f7tEpdeuXYu6ujq75mrLMEe0x48fD+B+RFtpCVpHUVtbi1GjRnWJKNujsZm900/8/f2RkpKCcePG4Z/+6Z+wZMkSzJ8/H5MmTepS3UWNxMRExV+rxfvRUX6W1srOzoaPjw9qampQW1uLcePGISMjQ9U9Vq9ejdraWsyYMQN//etf8c///M+IiYlRPF42hWbdunUPXTMf8H377bcfO7ayshLl5eVYvXp1l2eXlJRg06ZNiudA6jCyT2QDzt41tbdwhKi0s5YK7E0cYYfHEdJPZCPzj7Js2TLFX6vF+9ERfpYympqa8M4771g+j4+PR0VFhap7XL16Fenp6QD+b3GtJipubQpNRkYGmpqa0NDQgC+//NJyvb29Ha2trQCAESNGPPYeWpQgJfW42CeyAS8vL5SUlKCxsREdHR0YOXIkrl27Zu9pPXEc4dyAI+RqP+kc4dyBo6afJCYmYuvWrVaPV5O3r8X70RF+ljJcXFzQ0tJi+WOvubnZUsq0O9015goKClJ0H2tTaJYsWYIrV64gJyeny8/R1dUVv/71rxU9W4sSpKQeF/tEGvpp11Tz/4RMJpPTdU0lbThCrvaTzhF2eBzhsPijqInMFxUVYcuWLZYorj0aITnCz1JGUlIS5s+fj7Fjx0IIgTNnzjwyLeZRZKPisn8sDB8+HMOHD0dFRQUuX76Mr776CjNmzEBzczOefvppRd+DliVISTkXofQ0BRF1Ky0tzdI1dciQIZbr5q6p5q1XerI82Eho6NChCAkJwbFjx+Dq6mrTxl7kOObOnYuSkhKkpKRgxowZ0Ov10Ov1TlVuMCAgAHv37sWwYcPsPRWnduPGDZw9exadnZ0YN26cpTqSUseOHcMrr7xi+bytrQ2enp7djjMajfj8889RW1uLgIAAy3VXV1dMnToVISEhip5fWVmJwsJC3LlzB/v27cNrr72G1NRU6HS6bsd+8sknqKqqQk1NTZc5mHV3SJysJIhIc1u3brX3FMhBLFiwQAQGBop33nlHNDc3W67fu3dPvPLKK3acGfWkmJgYsX37djFt2jTx17/+VezatUu8/vrrPTqHnTt3iokTJwpvb2/h7e0tRo8eLby9vRWPj4uLE3fv3rXhDHu/b775Rhw4cEB0dHSIzMxMERERIf785z+rukdNTY3Iy8sTbW1t4re//a2YNGmS2L9/f7fjUlJShBBC/Nd//ZdVczfT6/WitbVV6HQ6IYQQJpNJhISEqLqH7BxIHabxENmAs3dNJe04aq429SxHSD/ZvXs3ysvLrY7ML1y4EGFhYRg7dixcXV0t1xmNVS4tLQ2RkZGora1FY2OjpclecXGx4nu8++67yMnJQWVlJXx8fJCVlYXY2FhEREQ8dpxWKTR9+vTpspMwZMgQ1eWEtShBSsqx9CaRDTh711TSjrOXCiRtOEIJ05EjR0otpvLz8xEWFoZXXnnFUq7T2pKdTypzk70jR45INdnz9vZGXV0dAgIC4OHhgXv37nU7Rqsuvi+88AL27t2L9vZ2XLhwAatXr1bdDVqLEqSkHCP7RDbg7F1TSTvOXiqQeg/ZyLy7u3uXKiyknhZN9gYPHox169ahoaEBmzZtQm5urqLdGq26+GZlZaGwsBB9+/ZFeno6pkyZYqmzr5QWJUhJOS72iWzA2bumknacvVQg9R7myPxzzz1n1fgJEyYgNzcXvr6+XdJAJk6cqNUUe721a9eiqKhIqslefn4+qqursXDhQgwYMAAjRoyw/BF27tw5vPjii48dL5tCM2DAAKSkpCAlJUXVvB8kU4KU1GM1HiIbuHjxIoqKiuDn54fg4GAkJycjMTFR9VYnOT+TyQSj0YipU6di/Pjx2LRpE2JjY52uCy05v8jISBiNRqvHx8bGPnTNxcUFu3fvlpkWaSg8PBxlZWWP/ZqlS5fipZdewvz589HZ2Yl9+/bh5MmTivstlJaWYuPGjbh16xYA60qwHjlyBNnZ2Q+VIPXz81N8D1KOi30iG1izZg3Cw8MtXVOJiOwtNzcXABiZdzCyjc0epKScq06nw4EDB7pcCwsLw4cffqjoGYGBgdiyZQtGjRpl9TwB+RKkpBzzCohswNw1NSwsDO+//z675xKR3Z07dw7nzp1DYWEhCgoKUFBQgLffflvx+CtXrmDRokUICgrCtWvXsHDhQly+fNmGM34yqGls1h0XFxdFX9PS0mL5XG0KzZAhQ6QX+pcuXcKnn34KX19fHDlyBPHx8WhoaJC6J/08RvaJbMjcNbW4uJhdU4nIqcXFxWHRokUwGAwoKyuD0WjEgQMH8MEHH9h7avT/KUnjkU2hycnJgclkwrRp09C3b1/LdTXdb6OjoxEZGQlPT0/s2rULSUlJMBgMqkqQknKM7BPZSFNTE0pLS1FWVgYvLy/Mnj0bhw4dQmpqqr2nRkRPINnI/M2bNzF9+nQA96PD8+bNQ1tbm62m2ysVFRVh0qRJGDNmDMaMGQNvb2+MGTOmR+fg7++P8vJyzJkzBxEREThw4ICqXPm2tjZ4eHjg9OnTVpXuBLQrQUrK8OgzkQ1ERUXh+vXr0Ov12L59u6XigF6vh6+vr51nR0RPoqysLMTFxcFgMGDw4MEIDQ3FypUrFUfm+/Xrh2+//daSKnLy5Em4u7vbcsq9jmxjs+4oSda4dOkSTp8+jdDQUGRnZ+Pdd99V1fQxNDQU06ZN63Lt8OHDqubJinU9i/9liWxg5syZiIqKQnx8PDIyMjBlyhQcPXoUbm5u7JpKRHYhG5lftWoVEhMT0djYCJ1Oh7feeguZmZm2mm6vJNvYDLjfHOunzHXulZzBSEtLQ2dn50NdfLtTWVmJ8vJyrF69GuXl5ZaPkpISbNq0SdX3sHbtWtTV1UmVICXlGNknsoHa2losX768S9fUZcuWMapPRHYjG5n38vJCSUkJGhsb0dHRgZEjR7L4gEoyjc0yMjLQ1NSEhoYGfPnll5br7e3taG1tBQCMGDGi2/tY2/Tx9u3b+Pzzzy0deM1cXV2RnJzc7fgHjR49usv3/Lvf/U7VeFKHi30iG2DXVCJyNObI/KVLl6DT6fD9999j8+bN3Y5raWmBEAIJCQn4/e9/b2kKZzKZEB8fjz/+8Y+2nnqvIdPYbMm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xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"553.90625\" xlink:href=\"#ArialMT-111\"/>\r\n       <use x=\"609.521484\" xlink:href=\"#ArialMT-119\"/>\r\n       <use x=\"681.738281\" xlink:href=\"#ArialMT-97\"/>\r\n       <use x=\"737.353516\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"759.570312\" xlink:href=\"#ArialMT-116\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_4\">\r\n     <g id=\"text_34\">\r\n      <!-- system.cpu|irq -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(112.36 83.017453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" 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xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-110\"/>\r\n       <use x=\"587.304688\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"609.521484\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"659.521484\" xlink:href=\"#ArialMT-101\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_6\">\r\n     <g id=\"text_36\">\r\n      <!-- system.cpu|softirq -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(94.631094 115.633453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"581.689453\" xlink:href=\"#ArialMT-111\"/>\r\n       <use x=\"637.304688\" xlink:href=\"#ArialMT-102\"/>\r\n       <use x=\"665.087891\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"692.871094\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"715.087891\" xlink:href=\"#ArialMT-114\"/>\r\n       <use x=\"748.388672\" xlink:href=\"#ArialMT-113\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_7\">\r\n     <g id=\"text_37\">\r\n      <!-- system.cpu|steal -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(101.349688 131.941453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"581.689453\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"609.472656\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"665.087891\" xlink:href=\"#ArialMT-97\"/>\r\n       <use x=\"720.703125\" xlink:href=\"#ArialMT-108\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_8\">\r\n     <g id=\"text_38\">\r\n      <!-- system.cpu|system -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(89.748125 148.249453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-99\"/>\r\n       <use x=\"394.482422\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"450.097656\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"505.712891\" xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"531.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"581.689453\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"631.689453\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"681.689453\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"709.472656\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"765.087891\" xlink:href=\"#ArialMT-109\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_9\">\r\n     <g id=\"text_39\">\r\n      <!-- system.cpu|user -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(103.187031 164.557453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" 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xlink:href=\"#ArialMT-114\"/>\r\n       <use x=\"737.207031\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"792.822266\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"848.4375\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"876.220703\" xlink:href=\"#ArialMT-115\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_11\">\r\n     <g id=\"text_41\">\r\n      <!-- system.io|in -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(125.195625 197.173453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"366.699219\" 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xlink:href=\"#ArialMT-124\"/>\r\n       <use x=\"448.291016\" xlink:href=\"#ArialMT-111\"/>\r\n       <use x=\"503.90625\" xlink:href=\"#ArialMT-117\"/>\r\n       <use x=\"559.521484\" xlink:href=\"#ArialMT-116\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_13\">\r\n     <g id=\"text_43\">\r\n      <!-- system.ip|received -->\r\n      <g style=\"fill:#262626;\" transform=\"translate(92.181875 229.789453)scale(0.11 -0.11)\">\r\n       <use xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"50\" xlink:href=\"#ArialMT-121\"/>\r\n       <use x=\"100\" xlink:href=\"#ArialMT-115\"/>\r\n       <use x=\"150\" xlink:href=\"#ArialMT-116\"/>\r\n       <use x=\"177.783203\" xlink:href=\"#ArialMT-101\"/>\r\n       <use x=\"233.398438\" xlink:href=\"#ArialMT-109\"/>\r\n       <use x=\"316.699219\" xlink:href=\"#ArialMT-46\"/>\r\n       <use x=\"344.482422\" xlink:href=\"#ArialMT-105\"/>\r\n       <use x=\"366.699219\" xlink:href=\"#ArialMT-112\"/>\r\n       <use x=\"422.314453\" 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\n"
     },
     "metadata": {}
    }
   ],
   "source": [
    "# set some plotting options\n",
    "sns.set_theme(style=\"white\")\n",
    "cmap = sns.diverging_palette(230, 20, as_cmap=True)\n",
    "\n",
    "for host in df.index.unique(0):    \n",
    "    corr = df.loc[host].corr()\n",
    "    mask = np.triu(np.ones_like(corr, dtype=bool))\n",
    "    f, ax = plt.subplots(figsize=(11, 9))\n",
    "    sns.heatmap(\n",
    "        corr, mask=mask, cmap=cmap, vmax=.3, center=0, \n",
    "        square=True, linewidths=.5, cbar_kws={\"shrink\": .5}).set_title(f'{host} Correlation Heatmap')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ]
}