petgraph-examples 0.1.0

Petgraph example graphs
Documentation
{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "pegraph-examples\n",
    "---------------------------------------------------------------\n",
    "\n",
    "[github](https://github.com/timthelion/petgraph-examples) [author Timothy Hobbs](https://timothy.hobbs.cz) [crates.io](https://crates.io/crates/petgraph-examples)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    ":dep petgraph-examples = {path = \"./\"}\n",
    ":dep petgraph-evcxr = \"*\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "use petgraph_examples::*;\n",
    "use petgraph_evcxr::draw_graph;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = singleton();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = list();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = table();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = tree();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = dag();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = directed_graph_with_cycle();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = directed_graph_with_loop();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = ring();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = dict();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = social();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = multi_component();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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qquprRwG8TR41NTWkpqYCAGRkZODu7o6TJ09CQkKixfukqKiI+vp67s9mZmYICgoC0Pr3tr3dvXsX+fn5GDVqFG8ZCCGEEMITXloREEJIJxYYGMjk5OTY/fv3ec3xosaAzztw4AAD8MLGgAUFBczQ0JBpamqy0NBQ9vTpU5aWlsYmT57MJCQkWFBQUIvXPH36lKmqqjIJCQnm6+v7wn0WFRWx/v37MyMjI/bXX3+xsrIy9uTJE7Z7926mqKjIQkJC3uj4nm8M+DovawzYmjyqqqrM2dmZ3b17l9XW1rKioiLm7+/PALBNmzY12+64ceOYqqoqu3fvHouJiWHS0tIsOTmZMfZ27217mjVrFrO0tGQikYjXHIQQQghpd9epCEAIIa1UW1vLTE1N2YQJE5hYLG73/RcXFzMAzZZXddxfuHDhC4sAjDH2+PFjtnz5cmZoaMhkZGSYqqoq8/DwYJcuXXrp9lauXMkAcF35X+TJkyfsiy++YEZGRkxGRob17t2bjR07ll28ePGNjlFJSanZ8Xl4eLzy+c+/HwDYzp07W53nzp07bMGCBczCwoIpKioyDQ0NZm9vz3777bcWf9epqals5MiRTElJifXr14/98ssvzda/zXvbHs6fP88kJCTY8ePHec1BCCGEEF5cl2CMsfYff0AIIZ1bdHQ0XFxcsHr1amzcuJHvOIS8kfT0dIwYMQJjx47FoUOH+I5DCCGEkPZ3Q/r1zyGEEPI8R0dH7N69G/PmzYOMjAzWr1/PdyRCXik5ORljx46FiYkJfv/9d77jEEIIIYQnVAQghJC3NHfuXIhEInz22WdITk5GYGAgVFVV+Y5FSAtHjx6Fn58frK2tcebMGSgoKPAdiRBCCCE8odkBCCHkHcyfPx8hISG4dOkSrKysEBMTw3ckQji1tbVYtmwZpk+fDm1tbUyYMAHh4eG4desWiouL+Y5HCCGEEB5QTwBCCHmN+vp6PHjwANnZ2S2WtLQ0VFZWAgDMzc2RlZWFxYsXY+3atdDQ0OA5OenOTp06hVWrVqG4uBiOjo4oKytDbm4u8vPzIRaLAfwzzaGBgQH09fWhr6/f7Ht9fX1oa2tDQkKC5yMhhBBCyHt0g4oAhBACoLS09IUn+dnZ2cjLy4NIJAIAqKurw8jI6IWLnp4e9uzZgw0bNqCxsRFr167FokWLICsry/PRke7k1q1b+PLLL3Ht2jVMnz4d33//Pfr168etbypq5eXlITc3t9nXvLw8PHjwAA0NDQAAOTk56OnpNSsMGBgYwMDAAIaGhtDR0YGkJA0qJIQQQjoRKgIQQroHxhju37+PjIwMZGRkIDMzs9mJfkVFBQBARkYGBgYG3Il9//79m32vrKz82n09ffoUmzdvxvbt26GlpYXly5dj7ty5b/RaQt5WZGQkfvrpJ5w8eRIjRozADz/8gOHDh7/Vtl5UFMvPz0dBQUGz0S+ysrLo27fvC4ti/fv3h5qa2vs8REIIIYS8OyoCEEK6lkePHiE9PR3p6encCX/TUlNTAwBQVVWFsbFxixN8IyMj9OvXD1JSUu8ly71797Blyxb88ccfkJGRwfz587FkyZJmV2UJeRcNDQ04duwYfvzxR9y6dQsODg5YtWoVJk2a1Gb7ZIyhoKAAOTk5yM7ObvH12dsNNDQ0YGRkBENDQxgaGnLfN42coVEyhBBCSLujIgAhpPMpKytDVlZWs6uUQqEQSUlJKC8vB9D8CqWlpSWsrKy4E35DQ8N2vc+5pKQEQUFB+Pnnn1FUVIQPPvgAs2bNgre3N+Tl5dstB+k6EhIScODAARw8eBCPHj3Chx9+iC+++AL29vZ8R0NdXR1yc3NfWiRo+hmVkpJC3759WxQHjI2NYWxsTD01CCGEkLZBRQBCSMdUW1uLtLS0Zlfym67wN3U1l5GRgaGhIUxNTWFqagoTExNu6devX4draNbQ0IDjx48jODgYFy5cgLKyMiZPnozZs2fD2dmZ7q0mr/TgwQMcPnwY+/fvR2JiIgwMDDBr1izMnz8f+vr6fMd7YyUlJVxR4PkCQV5eHtePQF1dnSsINI3cMTExgbGxMfr06cPzURBCCCGdFhUBCCH8Ki8v5+7PFwqFSE5OhlAoRFpaWrNmfM9fzTcyMoKVlVWnvZJeUlKCY8eOITg4GDExMdDQ0MCYMWPg6ekJb29vupeaAACEQiHOnDmD0NBQXL9+HSoqKvDy8oKvry9cXV07XKHrfcjPz0dycnKLngSpqamoqqoC8E/DQl1d3Rf+XjAwMKCCGiGEEPJyVAQghLSP/Px8pKSkIDU1FcnJyUhNTUVKSgoKCgoAAAoKCjA3N4e5uTksLS25701MTCAnJ8dz+raVmpqKU6dOISwsDDExMZCUlMSoUaMwYcIEuLq6YsCAAXRS0008fvwY165dw7lz5xAWFob8/Hz07dsXEyZMgKenJ9zd3bv8z8PLiMViPHjwAJmZmcjMzERWVhb3fWZmJqqrqwH887vk+REExsbGHXaEECGEENLOqAhACHm/mq7iNV3Vz87ORkJCAh49egQAUFNTQ//+/ZtdwWs66X9fDfk6s5KSEpw7dw6hoaE4f/48SktLoaGhAScnJzg7O2PUqFGwsbGh96qLKCgowLVr13Dt2jVEREQgOTkZEhISGDp0KDw9PTFhwgTY2NjwHbNTeH5Gg6bfQZmZmS16hTw/gsDa2hqampo8HwEhhBDSLqgIQAhpPZFIhIyMDCQmJiIlJYW7sp+Wloba2loAQL9+/Vpc2be0tKR7eVtBJBIhISGBO0GMjIzE48eP0aNHDwwfPhx2dnawtbWFnZ0dDAwM+I5LXqOyshK3b99GXFwcIiIiIBQKkZGRAWlpaQwZMgSjRo3CqFGj4OTkBHV1db7jdimPHj1CRkYG0tLSuN4iqampyMrKQn19PQBAU1MT5ubmXI8RU1NTmJubw9DQEDIyMjwfASGEEPLeUBGAEPJqBQUFSExMREJCApKSkpCYmIjk5GTU1tZCWloahoaGsLS0hIWFBXeib2ZmBhUVFb6jdzmMMSQnJyMiIgI3b97ErVu3uN4JPXv25IoCgwYNgrm5OczMzLrt0HG+PXz4ECkpKUhKSkJ8fDzi4uKa/V2VlZWhR48eGDt2LFatWgVbW1u+I3dbz/YgeHYEU25uLsRiMaSlpaGnp8eNGnh2FEF7zzRCCCGEvAdUBCCE/KO+vh4ZGRmIi4vjhvPfunULhYWFAP6vOZ+trS2srKxgaWmJIUOGQFFRkefk3VtlZSXu3LmDuLg43Lp1C3FxcUhPT4dIJOKKNFZWVrCwsOBGZBgaGqJnz558R+/06urqkJeXh8zMTG40jFAoREpKCjf8vHfv3rCxseFGbNja2kJfXx9CoRACgQDBwcHIycmBpaUlfHx8MGvWLJiYmPB8ZAT452eraeRAWlpas1EElZWVAABVVVVu1ICVlRXMzc25AoG0tDTPR0AIIYS8EBUBCOluRCIR8vLyIBQKm53wp6amQiwWQ1ZWFsbGxs1O9ocOHQotLS2+o5PXuHr1KjZt2oRLly5h8ODB+Oyzz1BQUMDdspGens4NfVZRUYGhoSG3NF3V1NfXh6amJnr37s3z0fCvpqYGBQUFyM/PbzalXdN0dvn5+RCLxQAAHR0dbkRM01crKyv06tXrlfsQi8WIiYmBQCBASEgIioqKuILAv/71LxgaGrbHoZJWevjwYYtbC1JSUpCXlwfGGGRlZWFmZtbs82BhYQEzMzPIysryHZ8QQkj3RkUAQrqyZ4fyJyYmIikpCUKhEHV1dZCWloaxsTGsra0xcOBADBgwAAMHDqThrZ1QVFQU/P39cenSJTg6OmL16tXw8vJq8bzGxkbk5ua2mJ+9aXn8+DH3XFlZWWhqaqJv377o06cP91VLSws9e/aEhoYG1NXVoaGhAQ0NDSgrK7fnIb+VhoYGlJSUoLS0FCUlJdz3T548wcOHD1FYWIj8/Hzua1lZGfdaOTk56Ovrc8WSZ4snRkZG72VKR5FIhOvXr0MgEODQoUMoKSmBg4MDfHx8MGPGDGpc1wk0jah6tjnqs1OePntrQdNtBZaWlhg8eHCn+BkihBDSJVARgJCuIj8/H3Fxcc2Wpun3aCh/1xQeHo61a9fi5s2bcHR0xDfffIMxY8a89fYqKipw//597up3UVERHj582OxrYWEhN9T9WTIyMlxBQFFREaqqqpCVlUWPHj2gpKQEWVlZqKurQ1ZWFkpKSgDQ7PsmCgoKkJeX5/7MGGt2Mg78c7L89OlTAP8UNioqKlBdXY26ujqUlZWhvr4elZWVqKqqQk1NDXfSX1FR0SK3vLw8NDQ0oKOjA21tbW7R0tKCjo4OtLS0oKurC21t7XadprGurg4XLlyAQCDAyZMnUV1dDXt7e+6WgdeNMCAdS0NDA+7fv9+sMJCcnIzk5GTU1NQAALS1tbnfz023FAwaNIhG5RBCCHnfqAhASGcjFouRkZGB27dvIz4+nltKS0shKSkJU1NT2NjYYMiQIbCxscHgwYPp/u8uRCwWIywsDF9//TXi4+MxYcIErFu3DsOGDWvXDM9eSX/+++rqapSXl6O+vh4VFRWoqqriTtDr6uq4+dybTtyfVVlZiYaGhmaPqaiotJgSUU1NDRISEpCUlISqqipXPFBTU4OsrCyUlZWhrKwMeXn5ZiMWnv++MxTCamtrcfHiRQgEAhw/fhwikQju7u7w8fHBhx9+iB49evAdkbylxsZGZGVlcbdkNfWUSE1N5YoD/fr1g4WFBTdiy9raGpaWls2KZYQQQkgrUBGAkI6ssbERaWlpze7dj4mJQUlJCaSlpWFqagpbW1vuCv+QIUOgoaHBd2zSBsRiMY4fP44NGzYgLS0NH3zwAfz9/btsV3k1NTVs3boV8+fP5ztKh1JeXo5Tp05BIBDg/PnzkJKSgpubG3x8fDB16tROUdQgrycWi5Gbm8uNFkhOTm4xMwvdzkUIIeQtURGAkI6ioaEB6enpzYbz3759G9XV1ZCRkYGJiQl3wt+0KCgo8B2btLHGxkYcOHAAGzduxL179/DRRx/h3//+N8zNzfmO1qaoCPB6paWlCA0NhUAgwLlz56CkpARvb2/4+Phg3LhxNLd9F/RsY9emwnBcXNwrG7sOGzaM+kkQQgh5FhUBCOFDfX09bt++jdjYWMTHx+P27dsQCoVoaGhAjx49MGjQIG44/5AhQ2BpaUnTTXUzYrEYhw8fxjfffIOcnBz4+vriq6++gpGREd/R2gUVAVrn8ePH+PPPPxEcHIyYmBioq6tjwoQJ8PHxwfjx4+n3Rxf3oileY2NjUVRUBID6whBCCGmGigCEtIe8vDxcv34dN2/exM2bNxEfH4+6ujqoq6tjyJAhzU74TUxM2rUBGelYGGM4c+YM1q1bh8TEREyZMgXffvttt5s7nooAb+/+/fv4888/IRAIEB0dDR0dHUydOhU+Pj5wdHSk4eLdSH5+fosZYpKTk7kZYkxNTTFgwAAMGjQIgwcPho2NDbS1tfmOTQghpG1REYCQ962qqgq3b9/mhvRfu3YNeXl5ze7hd3JygqOjIywsLOiEn3DCw8OxevVq3LlzB1OmTMHGjRthZmbGdyxeUBHg/cjJycHRo0exb98+pKamQk9PD5MmTYKPjw+cnJz4jkd40NjYiPT0dK44kJSUhISEBOTm5gL4Z5YCGxubZkt3GYFECCHdBBUBCHlX2dnZiIqK4k76Y2NjUV9fD21tbe7efScnJ4wYMYKGXpIXCg8Px7///W/ExcVhwoQJ2LhxIwYPHsx3LF5REeD9EwqFEAgEOHToEDIyMmBoaIhp06Zhzpw5Xb7HBHm98vJyJCYmNutLk5aWBpFIBBUVFVhbWzdrRGttbQ1ZWVm+YxNCCGk9KgIQ0hrl5eWIjY3lTvqvX7+OJ0+eQEZGBgMHDoSjoyN30k9XTsjrREVFYe3atYiIiICbmxs2b97cZbv9txYVAdqWUCjE/v37sX//fuTn58PS0hI+PmL63uUAACAASURBVD74+OOPYWxszHc80kE822vg2aW2trZZE0JqWEsIIZ0KFQEIeZmGhgbcvn2bu4//xo0byMrKgoSEBMzMzDB8+HAMHz4c9vb2sLa2psZb5I1FR0dj3bp1uHLlCtzc3PDdd99h6NChfMfqUKgI0D7EYjFiYmIgEAgQEhKCoqIiWFpawtfXF7Nnz4aOjg7fEUkH8+zUtU3L3bt3UVlZSVPXEkJI50BFAEKaNN3LHx0djaioKERGRqK8vJwbBtl0H7+DgwN69erFd1zSCcXFxWHNmjUIDw+Hm5sbvvnmGzg4OPAdq0OiIkD7E4lEuH79OnfLQElJCRwcHODj44MZM2bQNHPkpcRiMdLT03H79m1uiY+PR0lJCSQlJWFqaophw4Zxy6BBg+hWAkII4Q8VAUj3VVhYiOjoaERGRiIqKgp37tyBSCSCsbExnJycMHLkSDg6OsLU1JS6aZN3kpGRgbVr10IgEMDe3h6bN2/GqFGj+I7VoVERgF91dXW4cOECBAIBTp48ierqatjb28PX1xfTp0+Hqqoq3xFJJ5CXl8c1yv3777/x999/o6ysDHJychg8eHCzwoCJiQn9W0sIIe2DigCk+8jOzkZERAR30p+RkQEpKSkMHDgQI0eOhJOTE5ycnGh6JPLePH78GNu2bcP27dthaGiIb775BlOnTqX/6L4BKgJ0HDU1NQgPD4dAIMDx48chEong7u4OHx8fTJ48GcrKynxHJJ1Ifn4+N+Lu2R4DzzYfdHJywqhRo2j0CSGEtA0qApCuq+k/GuHh4bh48SJycnK4Bn5ubm5wdHSEk5MT1NXV+Y5KupjKykr88ssv+O6776CiooJ169Zh7ty51DeiFagI0DGVl5fj1KlTEAgEOH/+PKSlpeHq6gofHx9MnTqVZkAhrdbUY+DZwkBqairEYjHNskMIIW2DigCk6ygoKEBUVBTCw8MRHh6O7OxsSEtLY9CgQXBzc4ObmxucnJwgLy/Pd1TSRdXX12Pfvn1Yv349GhoasGrVKixdupS6Zb8FKgJ0fCUlJThz5gwEAgHOnTsHJSUleHt7w8fHB+PGjYOMjAzfEUkn9fTpUyQkJCAuLg7R0dG4du0aioqKICUlBTMzs2azEQwbNoz6CxBCSOtQEYB0XoWFhQgPD8eVK1dw9epVZGdnQ05ODvb29hg9ejRcXFwwfPhwOuknbU4sFuP48eNYs2YNCgsLsWTJEqxZswZqamp8R+u0qAjQuTx8+BDHjh2DQCBATEwM1NXVMWHCBPj4+GD8+PE0Coa8s9zcXNy8eZPrLRAfH4/q6mooKytj+PDh3C199vb2dIsKIYS8GhUBSOdRVVWFiIgI7kp/YmIiZGVlMXz4cLi4uGD06NGwt7enq66kXYWHh2PlypVISEjAlClT8P3338PAwIDvWJ0eFQE6r3v37uHEiRMQCASIjo6Grq4upkyZAh8fHzg6OlJPDPJeNDY2IikpCTdv3uRuJcjJyYG0tDQGDx4MR0dHrsGvlpYW33EJIaQjoSIA6bhEIhHu3LnDnfRHRkairq4ORkZG3PB+Dw8PqKio8B2VdEM3btzA6tWrERkZicmTJ2PTpk0wNzfnO1aXQUWAriEnJwdHjx7Fvn37kJqaCj09PUyaNAk+Pj5wcnLiOx7pYgoLCxEbG8sVBf7++280NDRAW1ubm+bXyckJQ4YMoWIUIaQ7oyIA6Viys7Nx7tw5bph/WVkZdHV14e7uzp34U7dgwqe8vDysWbMGISEhcHZ2xubNmzF8+HC+Y3U5VAToeoRCIQQCAQ4ePIjMzExYWFhg2rRpmDFjBhXQSJuorKzEnTt3uCbBMTExqK6uhoqKCoYNG8Y1CR46dCjk5OT4jksIIe2FigCEX42Njbhx4wbOnDmD8PBwxMXFQUlJCQ4ODtxJP1XsSUdQVVWFrVu34vvvv0ffvn3x7bffwsfHh+9YXRYVAbo2oVCI/fv3Y//+/cjPz4elpSV8fHzw8ccfw9jYmO94pItqbGzE3bt3ERUVhejoaFy9ehXFxcVQVFSEjY1Ns9ECNHMQIaQLoyIAaX+5ubm4cOECwsPDcf78eTx9+hRGRkbw9PSEl5cXRo0aRZ1+SYchFotx4MABrFmzBrW1tVi9ejWWL19OV43aGBUBugexWIyYmBgIBAKEhISgqKgIlpaW8PX1xezZs6Gjo8N3RNKFMcaQmpqK6OhoREZGIjo6GllZWZCSksKgQYPg5OQEFxcXODs7U1GAENKVUBGAtL36+npERkbi7Nmz+Ouvv5CSkgJlZWW4ublh/PjxGD9+PPr168d3TEJauHr1Kr744gskJiZi7ty52LhxI/r06cN3rG6BigDdj0gkwvXr17F//36EhISgoqICDg4O8PHxwcyZM+lnj7SLpumGo6KicO3aNSQkJAAABg8eDBcXF7i4uGDUqFHo0aMHz0kJIeStURGAtI3S0lKEh4cjNDQUp0+fRnl5OdfQz9PTE2PHjqUrqaTDyszMxFdffQWBQAA3Nzf8+OOPsLa25jtWt0JFgO6trq4OFy5cgEAgwIkTJ1BTUwN7e3v4+vpixowZ1BCWtJuKigrcvHmTa1IcHx8PSUlJDB48mOsp4OzsTJ9JQkhnQkUA8v7k5ubi1KlTOH36NK5duwYJCQmMGjUK3t7e8PLygqGhId8RCXmlsrIybN68Gdu3b4ehoSG2bt0KT09PvmN1S1QEIE1qamoQHh4OgUCA48ePQyQSwd3dHT4+Ppg8eTLNCU/a1aNHj3D16lVcuXIFV65cQVpaGjddsbu7O9zd3TF06FBISUnxHZUQQl6GigDk3QiFQpw5cwahoaGIiYmBgoICxowZAx8fH3h7e0NNTY3viIS8VtN9/ytXrkRjYyPWr1+PRYsWQVpamu9o3RYVAciLlJWV4fTp0xAIBDh//jykpaXh6uoKX19feHt70wgz0u7y8/Nx+fJlXL58GeHh4bh//z7U1NQwZswYrijQv39/vmMSQsizqAhAWkcsFiMqKoobovnw4UPo6enBy8sLEydOhLOzMzX1I51KeHg4VqxYgZSUFCxcuBBff/01Fa86ACoCkNcpKSnBmTNnIBAIcPbsWfTo0QNeXl7w8fHBuHHjICMjw3dE0g1lZ2dztw5cuHCh2e2Qbm5ucHV1hYaGBt8xCSHd2w1JvhOQjk8sFiMiIgKLFy9G37594ezsjCtXrmDevHmIi4tDXl4efv75Z7i7u1MBgHQaWVlZ8PT0hLu7O4yNjZGSkoKAgAAqAHRAjY2N+P333zFs2DD07NkT6urqsLW1xc8//4z6+vpmz929ezckJCReuYwfP/6N993Q0ICffvoJtra26NGjB/r06YPx48cjNDQUVEPnl4aGBnx9fREaGoq8vDz4+/sjOzsbEydOhJaWFrdOJBLxHfWtvMtnz9vbGxISEti0aVOr9unk5PTSn5vly5e/y+F0G0ZGRvDz88PRo0dRXFyMiIgIfPTRR7h79y7X4NLBwQEbN27ErVu3IBaL+Y5MCOmGqAhAXqjpiv+yZcvQt29fjB49GleuXIGfnx+EQiGSkpLg7++PIUOG8B2VkFapqanBhg0bMGDAAOTl5eHKlSs4fvw4DdfswD755BPMmzcPbm5uSElJQWZmJqZPn44lS5ZgypQprd7eiBEj3uh5VVVVGDNmDPbt24effvoJjx49wq1bt6CsrAxvb28IhcJW75u0DV1dXSxbtgxRUVHIzc3F+vXrkZ2dDW9vb+jr63PrOkvh5l0+e8HBwQgNDW3HtORlZGRkMGrUKGzcuBE3btxAcXExQkJCYG1tjaCgIAwdOhQ6OjqYM2cOQkJCUFpayndkQkh3wQj5XyKRiF25coUtXLiQaWpqMgBs4MCB7JtvvmEpKSl8xyPknZ0+fZoZGhoyJSUltmHDBlZXV8d3JPISqqqqLCgoiGVlZTEAzMbGpsVz3N3dGQD2999/c4/t2rWLTZw48YXbTE9PZ3JycqygoOCNMixcuJCpqKiwwsLCZo9XVlYyOTk5lpiY2IojInwQCoVsw4YNzNzcnAFgenp6bOnSpSwyMpLvaK/0tp+9hw8fMnV1dTZ79mwGgG3cuLFV+3V0dGSxsbFvnZu0TlZWFtu+fTtzc3NjsrKyTEpKitna2rLVq1ezyMhIJhaL+Y5ICOmartNIAAKhUAh/f3+YmJjAxcUFERER+Oyzz5CcnIy7d+9i3bp1MDc35zsmIW+taei/t7c3rKyskJKSAn9/f7p9pRO4f/8+AMDCwqLFuqbfS/fu3eMeMzY2xsiRI1+4rZ07d2LSpEnQ0tJ67X6LiooQFBSEWbNmQVNTs9k6JSUl1NbWYsCAAW98HIQflpaW8Pf3R0pKCpKSkvDJJ5/gr7/+wsiRI2FlZQV/f3+kpaXxHbOZd/nszZ8/Hz4+Phg7dmx7RCXvyMjICMuWLcPFixdRVFSEw4cPw9raGn/88QdGjhwJXV1dLFiwAGFhYaitreU7LiGkC6EiQDf18OFDBAQEwMnJCQMGDMDevXvh6emJ27dvc0WBF/2nm5DOpKamBv7+/hgwYAAyMzNx4cIFhIaGol+/fnxHI2/I3NwcMjIySE1NbbEuNTUVEhISsLa25h5zc3PDihUrWjy3oqICf/zxBz7//PM32u/p06chEong5OT09uFJh9J00p+RkYGkpCR4eXkhKCgI5ubm3LqsrCy+Y771Z2/v3r0QCoXYtm1bGyUjbUlNTQ0+Pj7473//i/z8fNy6dQsLFy5EfHw8vLy80KtXL0ydOhXBwcF48uQJ33EJIZ0cFQG6kfLycgQHB8PLywsGBgbw9/eHkZERLl68iLy8PAQEBGDw4MF8xyTkvQgNDYWVlRW2bduG1atXIyEhAe7u7nzHIq2kqamJbdu24e7du/jqq69QXFyMkpISfP/99wgPD8f69ethamr62u3897//hZ6eHkaNGvVG+42PjwcAqKurY8WKFejXrx9kZWWhr6+PpUuXoqSk5J2Oi/DLysoKmzdvxoMHDxAZGQk3Nzfs2rULxsbGsLOzQ0BAAAoKCnjJ9jafvQcPHmDFihXYu3cvevTo8U77379/PwYPHgwlJSWoqqpi5MiROHTo0Dttk7SOhIQEbG1tsW7dOsTGxqKwsBC//vor6urq4OfnB01NTTg5OWHLli0vLJASQshr8X1DAmlbIpGInTt3jk2bNo3Jy8szeXl5NmXKFHbixAm6H5p0SZmZmWzChAkMAPP09GT37t3jOxJ5C009AZocPXqU9e3blwFgAFivXr3Y77///kbbEovFzNTUlP36669vvP+JEycyAExLS4vNmjWLZWVlsdLSUvbHH38wJSUlZmpqysrKylp9XKTjamxsZJGRkczPz4+pqKgwSUlJ5ujoyLZv386KioraLcfbfPY8PDzY559/zv15//79b90TYPbs2SwuLo5VVlay1NRUrr/AkiVL3svxkXdTXl7OQkJC2EcffcTU1dUZADZgwAC2fv16lpCQwHc8QkjncJ2KAF3UvXv32Ndff8309fUZAObk5MT27NnDSktL+Y5GSJuorq5mGzZsYPLy8szMzIxduHCB70jkHTQVAcRiMZs/fz6TkZFhP/74IyssLGTFxcUsMDCQKSgosOnTp7OGhoZXbissLIz16NGDVVRUvPH+PTw8GABmaGjYYvubNm1iANi6deve6thIx1dbW8tOnz7NZs+ezZSVlZmUlBRzdHRkgYGBrLy8vE333drPXlBQEDMyMmKVlZXcY29bBHiZYcOGMQDsxo0b72V75P2or69n4eHhbMmSJUxXV5cBYGZmZmzt2rXszp07fMcjhHRc1BiwKxGJRAgPD8e0adNgZGSE7du3w8PDA3fv3kVkZCQ+/fRTmgOddEk09L/r2r9/P3777Td89tln+J//+R9oamqiV69e8PPzw5o1axASEoKff/75ldvYsWMHfH19oays/Mb7VVJSAvBPjwFpaelm67y8vAAA58+fb+XRkM5CTk4OXl5eCA4OxqNHj3DixAno6OhgyZIl0NTU5NZVVla+93235rN37949rFy5Env37uVe1xamTp0KADT1YAcjIyMDV1dX7NixAw8ePEBSUhJmzJiBI0eOYPDgwTA0NOx002MSQtoHFQG6gIyMDPj7+8PQ0BAeHh4oLS3FoUOHUFhYiMDAQAwcOJDviIS0iXv37sHT0xMTJ06Eg4MD97NAXf+7jnPnzgH454Toea6urgCAs2fPvvT16enpuHDhwhs3BGxiYGAAAOjZs2eLdX369AEAFBcXt2qbpHNSUFCAl5cXjh49iqKiIgQGBgIA5s2bhz59+sDLywsCgQD19fXvZX+t+eyFhoaivLwco0ePhoSEBLfMnj0bALBu3TrusczMzLfOpK2tDQB49OjRW2+DtL2mBpfp6em4fv06pkyZglOnTmHkyJEwMTHBv//9byQmJvIdkxDSAVARoJMSiUQ4efIkXF1dYWZmhr1792Lu3LnIzs7GxYsX4ePjQydCpMsSiUQICAiAlZUVsrKycOXKFRw8eJD7jyrpOqqqql77nFddjd2xYwdGjRoFS0vLVu23qTP7i5rDNZ0IPT99G+n61NTU4Ovri9DQUBQWFmL37t0AgJkzZ0JTU5Nb19DQ8Nb7aM1nb9GiRWCMtVj2798PANi4cSP3mLGx8Vtnys/PB/B/RQjSsUlISMDe3h7btm1DTk4O/v77b0yZMgVHjhzBwIEDMXDgQGzZsoWbgpUQ0v1QEaCTKSkpwdatW2FsbIwpU6ZAXl4eYWFhyM3Nhb+/P/T19fmOSEibSkxMhJOTE1auXIlFixbh9u3bcHZ25jsWaSPDhw8HAFy6dKnFusuXLwMA7O3tX/jap0+fIjg4GIsWLWr1fj/44APo6uri3LlzLebnbhoSPWnSpFZvl3QdGhoa3El/Xl4e/P39kZ2djYkTJ0JLSwu+vr4IDw+HWCxu1Xb5+uzt2bMHtra2LR5njOHo0aMA/u92BNJ5SEhIYOjQodiyZQtycnJw69YtuLi44Mcff4SBgQGcnJwQEBBAI5sI6W54a0dAWiU1NZUtXbqUKSkpsR49ejA/Pz8mFAr5jkVIu6mpqWEbNmxgsrKybMiQISwuLo7vSKQNNTUGLC0tZSYmJkxGRoYFBASwoqIi9vjxY7Znzx6mqKjIdHV1WX5+/gu38dNPPzFtbe1XNg7MyclhkpKSDECLz9TZs2eZtLQ0mzhxIktPT2elpaUsODiYKSkpseHDh7Pq6ur3esyka8jNzWXbt29njo6ODADT1dVlS5cuZZGRkUwsFr/RNt71s/eqxoAv+8z/9ttvDAD7/PPPWUZGBqupqWGpqals1qxZNDtAF1RXV8dOnz7Npk+fzhQUFJicnBybNGkSEwgErLa2lu94hJC2RbMDdGQikYidPn2aubm5MQkJCWZiYsI2b95MHf5JtxMZGcksLCyYoqIi27x5M2tsbOQ7Emljz04RWFJSwlauXMnMzc2ZnJwck5WVZf3792eLFy9mhYWFL3y9WCxmxsbGbP369a/cT9MJkYSExAun14qJiWEeHh5MVVWVycrKMnNzc+bv708FAPJGhEIh27BhAzMzM2MAmL6+PlcQeJ23+ewtWLCAm0bz2cXDw4N7zss+87W1tUwgELAPP/yQ9e/fn8nJyTFVVVU2evRodujQoXd7I0iHVl1dzY4ePco8PT2ZtLQ0U1NTY35+flRsJ6Trui7BGLUL7Wjq6+tx5MgRfPvtt8jMzMSYMWOwdOlSeHp6QkJCgu94hLSb8vJyrF+/Hj///DPGjRuHXbt2QU9Pj+9YpB2oqalh69atmD9/Pt9RCHkvhEIhBAIBDhw4gKysLFhaWsLHxwczZ86EmZkZ3/EIAfBP/4c//vgD//3vf5GRkQE7OzvMnTsXM2fOpBmmCOk6blARoAN5+vQpdu3ahe3bt6OsrAxz5szBl19+if79+/MdjZB2Fxoais8//xwNDQ34/vvv4evry3ck0o6oCEC6sri4OAQHB0MgEKCgoIArCMyePZv+zScdRlxcHIKCgnDo0CE0NDTA29sbfn5+cHV1pYtShHRuN6gxYAdQXFwMf39/GBgYYNOmTZg2bRoyMzOxa9cu+s8A6XYKCgowdepUeHt7w8HBAUlJSVQAIIR0Kba2tggICMCDBw8QGRkJNzc37Nq1C8bGxrCzs0NAQMALZwcgpD3Z2toiMDAQDx8+xI4dO3Dv3j24u7vDxMQE27ZtQ0lJCd8RCSFviUYC8CgvLw8//vgj9uzZA0VFRSxatAhLly6FhoYG39EIaXeMMfz2229YuXIlevXqhcDAwBfODU+6BxoJQLobkUiE69evY//+/Thy5AgqKyvh4ODA3TJA0/ORjkAoFCIoKAh//PEH6uvr8dFHH2HRokWwsbHhOxoh5M3RSAA+5OfnY+HChTAxMcHJkyexefNmbnohKgCQ7igjIwOurq5YtGgR5syZg4SEBCoAEEK6FSkpKTg5OSEwMBBFRUU4efIkjIyMsHbtWujo6MDd3R3BwcF4+vQp31FJN2ZlZcWNYtm+fTtiY2MxZMgQ2NnZISgoqMW0loSQjomKAO3oyZMnWLVqFYyNjREWFoZdu3YhMzMTS5YsgaKiIt/xCGl3jY2N2LhxIwYMGICKigrcunULAQEBUFJS4jsaIYTwRl5eHl5eXggODsajR49w4sQJqKurY/78+dDU1OTWVVZW8h2VdFPKysrw8/PD3bt3cfnyZRgYGGDRokUwNDTE+vXrUVhYyHdEQsgrUBGgHVRVVWHLli0wNjbG3r17sWHDBqSlpeHTTz+FjIwM3/EI4UViYiKGDx+O//znP/juu+9w48YNDBo0iO9YhBDSoSgoKMDLywtHjx5FUVERAgMDAQDz5s1Dnz594OXlBYFAgPr6ep6Tku7KxcUFx44dQ05ODj799FMEBgbCwMAAfn5+SE9P5zseIeQFqAjQhurr6xEUFARjY2Ns2rQJCxYsQFZWFlavXg0FBQW+4xHCi8bGRmzZsgVDhw6FrKws4uPjsWLFCkhJSfEdjRBCOjQ1NTX4+voiNDQUBQUF2L17N2prazFjxgxoampy6xoaGviOSrqhvn37YtOmTbh//z6CgoIQGRkJCwsLeHl5ISYmhu94hJBnUBGgjRw9ehQmJiZYvnw5Pv74Y+Tm5mLz5s1QVVXlOxohvBEKhRgxYgT8/f3x9ddfIyoqCubm5nzHIoSQTqdnz57w9fXFxYsXub5C2dnZmDhxIrS1teHr64vw8HCIxWK+o5JuRlZWFr6+vhAKhTh58iSePHkCR0dHODk5ITQ0FNSTnBD+URHgPRMKhXB1dcWMGTPg6uqKjIwMbN26FT179uQ7GiG8abr6b2trCykpKdy+fRurV6+mq/+EEPIe9O3bF8uWLUNUVBRycnKwbt06ZGdnw93dHfr6+tw6Ovki7UlSUpIbBXD16lWoqqpi4sSJGDhwIAQCAX0eCeERFQHek6qqKvj7+2PIkCEoLS1FVFQU9u7dC11dXb6jEcKrlJQU7ur/xo0b6eo/IYS0oWdP+pOSkvDpp5/i/PnzGDlyJAwNDbFs2TLExcXxHZN0M87OzggLC8Pdu3dhbW2NGTNmwMbGBqdPn6ZiACE8oCLAO2KMQSAQwMLCAjt27MD333+P2NhYjBgxgu9ohPCKMYadO3fC1tYWEhISiI+Px8qVK+nqPyGEtBMrKyv4+/sjNTUVSUlJmDNnDsLCwmBnZ8eto8ZtpD1ZW1vj0KFDSExMxMCBA/Hhhx9i8ODBEAgEfEcjpFuhIsA7SExMxMiRIzFz5kx4enoiMzMTy5Yto5Mc0u0VFhbCy8sLX3zxBZYuXYqoqChYWFjwHYsQQrqtppP+zMxM3Lp1C25ubggKCoKZmRm3Lisri++YpJuwtLREcHAw7t69CzMzM0yfPh0jRoxAaGgo39EI6RaoCPAWRCIR/vOf/2Do0KEQi8WIjY3Fr7/+Cg0NDb6jEcI7gUCAAQMGICUlBVevXsXmzZtpKkxCCOlAbG1tERAQgAcPHiAyMhJubm7YtWsXjI2NYWdnh4CAAJrnnbSLAQMG4OjRo7h+/Tp69uwJb29vuLu7Iykpie9ohHRpVARopaysLLi4uOCbb77B119/jcjISNjY2PAdixDelZeXY8GCBZg+fTqmTJmChIQEODo68h2LEELIS0hKSsLJyQkBAQHIz8/HxYsXYWlpifXr10NXV5dbV1xczHdU0sUNHz4coaGhuHz5MoqLizFkyBAsX74cpaWlfEcjpEuiIsAbYowhKCgIgwYNwtOnT3Hjxg3qbk7I/7p48SIGDBiAsLAwnDt3DoGBgVBSUuI7FiGEkDckJSUFNzc3BAcHo6ioCCdPnoSRkRH+3//7f9DW1oa7uzuCg4Px9OlTvqOSLszFxQXx8fHYs2cPjhw5AmNjYwQEBKCxsZHvaIR0KVQEeAM5OTkYM2YMFi9ejMWLFyM2NhaDBg3iOxYhvKurq8OKFSvg4eEBR0dHJCQkYOzYsXzHIoQQ8g7k5eXh5eWF4OBgFBcX48SJE1BXV8f8+fOhqanJrauqquI7KumCJCUl4evri7S0NHzyySdYtWoVbGxscOnSJb6jEdJlUBHgNUJCQjBw4ECUlZUhNjaW7m8m5H+lpqbCwcEBv/32G3bv3o0jR45QXwxCCOliFBQU4OXlhaNHj6KoqAiBgYEAgHnz5qF3796YNm0aQkNDUV9fz3NS0tWoqqpi27ZtSEpKgqGhIdzc3PDJJ5/QLQKEvAdUBHiJxsZGrFixAjNnzsTcuXNx8+ZNuvpPyP8KDg6GnZ0dpKWlER8fDz8/P74jEUIIaWNqamrw9fVFaGgoCgoKsHv3bpSWlmLixInQ0tLi1tHQbfI+mZiY4PTp0wgNDUV4eDgsLCxw7NgxvmMR0qlREeAFHj9+jHHjxuHXX3/F3r17ERAQAFlZWb5jC0LT0QAAIABJREFUEcK7srIyzJw5E3PmzMGnn36KqKgoGBsb8x2LEEJIO+vZsyd8fX1x8eJF3Lt3Dxs2bEB2dnazgkB4eDgYY3xHJV2Ep6cnEhMTMXHiREybNg1eXl7Iz8/nOxYhnRIVAZ4TFxcHOzs7ZGRkIDIyEnPmzOE7EiEdwpUrV2BtbY3o6GhcvnyZimOEEEIAAH379sWyZcsQFRWFnJwcrFu3DkKhEO7u7tDT0+PWUUGAvCs1NTUEBgbi7NmzSExMxKBBg3D48GG+YxHS6VAR4BmBgYEYMWIErKyscOfOHdjZ2fEdiRDeNTY24quvvoKbmxuGDRuGO3fuYPTo0XzHIoQQ0gHp6+tj2bJliIuLQ1JSEj799FOcO3cOI0eOhKGhIZYtW4b4+Hi+Y5JOzsPDA4mJiZg2bRpmzZqFefPmoaamhu9YhHQaVATAP9P/rVq1CgsXLsSaNWsQGhoKdXV1vmMRwrv79+9j9OjR2L59O3bv3o3jx49T8z9CCCFvxMrKCv7+/khLS0NSUhLmzJmD/8/efYdFda1vA35mqEMHQYqggghEoihoFMUKIgiIoKhJxBJjO8YSS8oxiRpzEo2xtxgTjagRMYoIVloUFQugqEgRsVCkM/Q2zPv9kR/zhYgJ4sxsyrqvay51ylrPZjbjXu/svVZYWBgcHBwkj6WlpXEdk2mnNDU1sXv3boSEhCA4OBgODg5ISkriOhbDtAudvghQV1cHf39/bN26Ffv378e6devA53f6HwvDICIiAoMGDUJhYSFu3LiBuXPnch2JYRiGaacaB/2PHz9GXFwcXFxcsG/fPlhbW0sey8jI4Dom0w55eXnhzp070NbWhqOjI7s8gGFaoFOPdmtqauDt7Y0zZ87g3LlzmDNnDteRGIZzIpEIa9euxbhx4+Dq6oq4uDj069eP61gMwzBMB+Hg4IDt27cjOzsbMTExcHFxwZ49e9C7d284OTlh+/btyM3N5Tom0450794dly9fxqxZs/Dee+9h0aJFqK+v5zoWw7RZnbYIUF1dDW9vb9y8eRNRUVEYO3Ys15EYhnONp/9///332LJlCwICAqChocF1LIZhGKYD4vP5kkH/ixcvcPHiRVhYWODLL79Et27dJI8VFBRwHZVpB5SVlbFjxw6cOHEChw8fhqenJ8rLy7mOxTBtUqcsAtTU1MDLywvx8fGIiIhgEwAyDIDQ0FD0798fxcXFuHnzJpYuXcp1JIZhGKaTUFBQgIuLCwICApCfn4/Tp0/DwsICq1evhrGxMcaOHYuAgAA2qGP+1eTJk3Ht2jUkJSVh2LBhyM7O5joSw7Q5na4IIBKJMG3aNCQkJCAyMhL29vZcR2IYTolEIqxYsQLe3t7w8fFBXFwc+vbty3UshmEYppNSVVWFl5eXpCBw7NgxqKqqYu7cuejatavkscrKSq6jMm1U3759ERMTg7q6OgwfPhypqalcR2KYNoVHnWjRViLC3Llz8dtvv+HSpUtwcnLiOhLDcConJwdTp07FnTt38OOPP2L69OlcR2I6ESJCYWEhCgoKUFFRgbKyMgBAZWUl3nvvPfj7+2PSpEng8XhQUVGBhoYG9PX1oa+vD4FAwHF6prMoLy9HdXU1KioqUFpaCrFYjPLycohEIslzxGIxSktLm7yOz+dDW1u7yX2qqqoQCARQVlaGuro6dHR0IBAI2P7cQiUlJQgNDcWJEydw4cIFKCsrw8PDA/7+/hg3bhyUlZW5jig3lZWVEAqFKCkpQU1NDYRCoeSxiooKyfXwCgoK0NLSkjympaUFgUAAHR0d6OrqdvhL/goKCuDp6YknT54gLCwM77zzDteRGKYtuNGpigBff/01vvnmG4SEhMDd3Z3rOAzDqStXrmDatGnQ0NDAyZMn2bf/jEwUFRXh7t27ePToER4/fozHjx8jPT0deXl5KCwshFgsblW76urqMDQ0RI8ePdCrVy9YWlqiV69esLW1hbW1NVvlhXlJXV0dsrOzkZWVhYKCAhQUFKCwsBBFRUUoKipq8vfGgX9jYUrWeDwedHR0oKamBk1NTXTp0kVy09fXR9euXSX/NjQ0hJmZGYyMjDr1fl5UVISzZ8/i8OHDiIyMhI6ODjw9PeHn5wd3d3coKipyHbFV6uvrkZ6ejsePHyMzMxM5OTnIzMxEdnY2srOzUVxcjJKSEtTV1UmlP0VFRejq6kJPTw/GxsYwMzODqakpTExM0L17d/Ts2RPW1tZQUVGRSn9cqKyshJ+fH65fv47IyEg4ODhwHYlhuNZ5igAhISHw9fXFnj17MH/+fK7jMAxniAg7duzAqlWr4O7ujkOHDkFHR4frWEwHIBKJcPPmTcTExCAuLg7x8fF4+vQpAEBHRwe9evWS3ExMTGBgYABDQ0Po6+tDS0sLmpqaAAA1NTXJAadQKAQRob6+HmVlZZKBW2FhIV68eIFnz541OWAWi8XQ0NDAgAEDYG9vD0dHR4waNQqGhoZc/VgYOampqcGjR4/w6NEjZGRkIDMzE8+fP5cM/HNzc/HXQx4dHR0YGBhAX1+/yYC7S5cu0NTUhEAggJaWFjQ0NCAQCKCpqQktLS0oKChAIBBAVVW1Sf86Ojrg8XiSf9fX16OioqLJcxq/oa2trUVVVRWEQiGqqqpQXV0t+Xt5eXmTokTj2TKFhYVNTn9XUlKSDNrMzMzQrVs39OjRA71794alpSV69uzZbgfCryszMxOnTp3CiRMncP36dejp6WHSpEnw9/fHsGHDmrwvbYVYLEZqairi4uLw4MEDpKamIjk5GRkZGZKzTPT09CSDcRMTE5iamqJLly7Q0dGRfJPfeDaJtra2pCj018/Qv++HJSUlqK2tlZxFIBQKIRQKUVRUhJycHGRlZUmKD40TMvL5fEkx4K233oKtrS0GDhyIPn36tJt9rK6uDj4+Prh16xaio6Px9ttvcx2JYbjUOYoADx8+xJAhQ/D+++9j7969XMdhGM6UlZVhzpw5OH36NL755ht88sknbfLgiGk/MjIyEBwcjMjISMTExKCiogKmpqYYNGgQHBwc4ODgAHt7e3Tt2lXmWerq6vDgwQPEx8cjPj4eCQkJuHPnDhoaGmBra4sxY8Zg/PjxGDNmDJSUlGSeh5GN/Px8JCYm4t69e5JBf3p6OjIzM0FE4PP56NatG7p37y4ZHP91oGxmZoauXbu2m8HLX9XU1CA3NxdZWVlNChyNf3/27Bny8/MB/FkkMDc3h6WlJaysrGBtbY1+/fqhb9++koJbR/T06VOEhIQgICAACQkJMDMzg4+PD/z8/DgtCBQWFuKPP/5AbGws4uLicOfOHZSXl0NFRQV9+vSBtbU1bGxsYGNjA2tra1hZWUFNTY2TrI1qamqQnp6O1NRUSZEiJSUFDx8+RFVVFQQCAfr374+BAwdiyJAhGD16NIyNjTnN/E+qqqrg7u6OR48e4cqVK7C0tOQ6EsNwpeMXAWpqajB48GCoq6vj8uXL7MCP6bSSk5MxadIkFBUV4bfffoOzszPXkZh2KiMjA8ePH8fvv/+OhIQEdOnSBc7OzhgzZgzGjBmD3r17cx1RoqKiAleuXEFUVBQiIyNx9+5d6OnpYeLEiZg8eTJcXV2hoKDAdUymGUSEtLQ0JCQkIDExEXfv3sW9e/fw4sULAICJiQmsra1haWmJ3r17S74Bt7S0fOlb+s6ktLRUUhh59OgR0tLS8OjRI6SmpkIoFILH48HCwgL9+/eHnZ0d+vXrh0GDBsHExITr6FKXlJSEEydO4NixY0hLS0PPnj0xYcIEzJw5U+YTQ1dVVSE6OhpRUVGIiorCvXv3wOPx0K9fPwwcOFBy69u3b7s7NhWJREhOTpac8dVY1Kirq0OfPn0wevRojBkzBi4uLk3mI2gLysvL4ezsjNLSUsTGxkJPT4/rSAzDhY5fBFi8eDEOHz6MO3fuwNzcnOs4DMOJI0eOYN68eXjnnXcQGBgIIyMjriMx7UxDQwOio6Px008/4dSpU9DW1oaHhwf8/Pzg5ubWbg5inz9/juDgYMlpw0ZGRpgxYwYWLFiAnj17ch2vU6usrMSdO3cQHx+Pa9eu4Y8//kBBQQEUFRVhZWUFW1tb9OnTBw4ODhg0aBD7HGuFnJwcxMfH4+HDh0hKSkJ8fDxSUlIgFothbGwMBwcHODk5YdiwYRg0aFC7vg787xoLAocPH0ZGRgb69OkDPz8/vPfee7CyspJKHyUlJYiIiEBoaChOnz6N8vJyWFhYwMXFRXLT1dWVSl9tTVVVFa5fv46rV6/i2rVruHz5MsRiMYYMGQI/Pz/4+fm1mUJTbm4uhgwZgu7duyM8PLxD7ecM00IduwgQGRmJsWPH4ujRo3j33Xe5jsMwcicSifDpp59i69atWL58OTZs2NAuT4FluFNZWYkff/wRmzdvRl5eHtzc3DB//nx4eHi0+2/QMzIysH//fhw4cABFRUXw8fHBF198ATs7O66jdQoikQixsbG4ePEiwsPDkZCQAJFIBFNTUwwdOhSOjo5wdHTEgAEDOtWs7/JWXl6OW7du4fr164iNjUVsbCyEQiHU1dUxdOhQuLq6Yty4cR1m8lixWIzr16/jxIkTCAoKQm5urqQgMGPGDFhYWLxWe3V1dQgNDcWBAwcQHh4OHo+HMWPGwMfHBxMmTOi0xari4mKEhYXh9OnTuHjxImpqajBixAh88MEHmDRpEueXOty/fx9OTk7w9fXFwYMHOc3CMBzouEWA2tpa9O/fHzY2NggODuY6DsPIXXFxMaZNm4aYmBjs3bsXs2bN4joS045UVVVh586d2Lx5M6qrq7Fw4UIsWrQIPXr04Dqa1NXV1eHUqVPYuHEjEhMT4e3tjbVr17JigAxkZmYiLCwMly5dQlRUFMrKymBhYQFXV1eMGjUKQ4cOhZmZGdcxOzWxWIzk5GRcv34dUVFRiIiIQGFhIYyNjTFu3Di4urpi/PjxLy1/2B41NDQgNjZWcslAUVERHB0d4efnh6lTp/7jAD41NRU//fQTjhw5gqKiIowdOxYzZszoMD8baaqqqsLFixdx5MgRhIWFQSAQ4N1338W8efMwYMAAznKdO3cOXl5e2LVrFxYuXMhZDobhwA1QB7V27VrS0NCg58+fcx2FYeQuMTGRLCwsyNTUlG7dusV1HKadOXHiBHXv3p00NTXp888/p4KCAq4jyYVYLKaQkBBycHAgBQUFWrBgARUWFnIdq917/vw5bdu2jYYNG0Y8Ho/U1NTIxcWFNmzYQHFxcVzHY/5FQ0MDxcXF0YYNG8jFxYVUVFRIQUGBhg0bRtu2baP8/HyuI0pFTU0NnTlzhvz9/UlTU/OV2xgfH0/+/v6koKBApqam9Omnn1JGRgaHyduX4uJi2rdvH9nZ2REAGjZsGJ05c4bEYjEnedasWUMqKirss4jpbGI7ZBEgNzeX1NXVaePGjVxHYRi5CwoKInV1dXJycqLc3Fyu4zDtyJMnT8jFxYV4PB7NnDmz0+4/YrGYAgICyNjYmLp06UIHDx7kOlK7U1JSQjt27KDBgwcTj8cjXV1dmjVrFoWFhVFtbS3X8Zg3UFJSQocOHSIvLy9SUVEhZWVl8vDwoKCgIKqrq+M6nlRUVlbS8ePHycfHh1RVVUlFRYWGDRtGQ4cOJQA0ePBgOnnyJDU0NHAdtV27ePEiOTs7EwBycHCgsLAwuWdoaGigsWPHUo8ePaioqEju/TMMRzpmEWDx4sVkbGxMlZWVXEdhGLkRi8W0YcMG4vF4NG/evA5zMMbIR2BgIGlra1Pfvn3p+vXrXMdpE0pLS2np0qXE5/Np6tSpJBQKuY7U5t24cYNmz55NampqpKGhQbNnz6Zz586xgX8HJRQKKSAggDw8PEhBQYEMDQ3p888/71DfjN+7d48GDRpEAMjZ2Zmio6O5jtTh3L59m3x8fAgAubq60v379+Xaf25uLhkbG9P06dPl2i/DcKjjFQGys7NJRUWF9u7dy3UUhpGb0tJSGj9+PKmoqNCBAwe4jsO0I/X19TR//nzi8Xi0aNEiqq6u5jpSm3Pp0iUyNjamnj170r1797iO0+Y0NDTQ8ePHacCAAQSA+vXrR3v27KHS0lKuozFy9Pz5c/ryyy/JxMSE+Hw+eXh4tOuCYn19Pa1du5ZUVVXJxsaGk2+pO5vLly+Tg4MDKSoq0tKlS6mqqkpufYeFhREAOnnypNz6ZBgOdbwiwBdffEEGBgZUU1PDdRSGkYuMjAyytbUlY2NjunHjBtdxmHakoqKCxo8fT+rq6nTq1Cmu47Rp+fn5NGrUKNLW1qaoqCiu47QJDQ0NdOzYMbK1tZWcLdGeB32MdNTX19PJkyclp86PGzeOrl27xnWs15KSkkKDBg0igUBAW7ZsYWfWyVFDQwMdOHCAdHR0yMbGhm7fvi23vmfPnk0GBgaUl5cntz4ZhiOxfO4mJZS+uro67N+/HwsWLGBrfjKdQmxsLBwdHaGgoIDY2FgMHjyY60hMO1FeXg5nZ2fExcUhOjoaPj4+XEdq0wwMDHDhwgW4u7vD3d0dZ86c4ToSp6KiotC3b19Mnz4ddnZ2ePDgAQIDA+Ho6Mh1NIZjioqK8PX1xbVr1xAeHo7KykoMGzYM7u7uSE9P5zrevzp69Cjs7e1BREhISMDHH38MJSUlrmN1Gnw+H7Nnz8a9e/dgYmKCoUOHYvv27XLpe+vWrVBRUcHKlSvl0h/DcKlDFQHCwsJQWFiIefPmcR2FYWQuMDAQY8aMgYODA2JiYjrk0m2MbNTX12Py5Ml49uwZrl27hkGDBnEdqV1QUVHB0aNHMXPmTEybNg3Xr1/nOpLcFRYWYtasWXBxcYGVlRWSkpJw9OhRvPXWW1xHY9ogFxcXxMTEICIiAi9evEDfvn3xv//9D3V1dVxHa9Z3330Hf39/LFy4ENevX4eNjQ3XkTotMzMzhIeH4+uvv8by5cuxbNkyiMVimfapra2NHTt24MiRI/jjjz9k2hfDcI7rcxGkaerUqTRq1CiuYzCMTInFYlqzZg0BoCVLlrDZiZnXNnv2bNLU1KT4+Hiuo7RLIpGIvL29qUuXLpSens51HLkJDg4mfX19MjU1peDgYK7jtDmHDx+moUOHSq5jPnbsGA0cOJBNivh/6uvr6fvvvyc1NTWytbVtc/NrLF68mBQUFGjXrl1cR2H+5vjx46Sqqkp+fn4kEolk3t/48ePJ1taWXQbCdGQdZ06A6upq0tTUZB/eTIdWUVFBPj4+pKyszJYtY1olKCiIeDwehYaGSqU9dXV1AtDsTSAQUL9+/Wjz5s1yOXCTp6qqKurfvz85OTl1+EKcWCymdevWEY/Ho7lz51JZWZnM+nrV/sTj8UhfX5+8vb3p1q1br91ucHBwk/ZkNQGmv78/eXl50fnz50lPT4/S0tJeu41NmzZJcnbr1k0GKbmVkZFBI0aMIA0NjTZTTPr2229JQUGBfv/9d6m1WV5e3uy+PHLkyH983evuqx19f2n0xx9/kEAgoEWLFsm8r9TUVFJRUaHt27e/9mv37t37yv8TG29ubm4vve7OnTs0fvx40tbWJg0NDXJ2dqarV6++Vt8ikYi2bt1KdnZ2JBAISEtLi0aPHk3h4eGvvR1Mh9dxigDR0dEEgJ49e8Z1FIaRiczMTBowYAAZGBhQTEwM13GYdig3N5f09fVp/vz5Um33zp07BIC8vb0l95WVldHly5epX79+BIA+/vhjqfbZFiQmJpKysjJt3ryZ6ygyU11dTX5+fqSkpCS3VXea25+EQiGdOnWKunbtSkpKSq0+qPX29pZpEaCsrIwsLS2Jx+O9caHWzs7upUFdeXk5WVpakoeHxxu1zbW6ujqaP38+8fl8+vbbbznNEhgYSDwej/bs2SOzPgwNDUlBQeGl+//p/XzdfbW5/aWjOXnyJPH5fNq6davM+1q1ahXp6+u/9ionLSkCfP31101ec+PGDRIIBDR16lTKycmhgoICmjt3LikqKtLFixdb1K9IJCJPT09SUlKinTt3UmFhIWVkZNDs2bOJx+PRsWPHXms7mA6v4xQBvv76a+rRowfXMRhGJhITE8nU1JRsbW071PrLjHwtW7aMTE1Nqby8XKrtNjdoa3T9+nUCQGpqah3y1Mo1a9aQtrY2CYVCrqNIXX19PU2YMIF0dHTkujb6P+1PR44cIQBka2vbqrZlXQSQpuYGdWVlZWRhYUHu7u4cpZKunTt3Ep/Pp++++46T/nNzc0lHR4eWLFki035eVQT4p/eTFQGa991335GysjKlpKTItJ+SkhLS09Ojr7766rVet3fv3mY/u4iI0tLSSEVFhV68eCG5r6GhQbLC01+XRBSJRGRtbU1mZmYtWvHs119/JQC0ePHiJveLxWKysbEhXV1dKikpea1tYTq0jrM6QGxsLIYOHcp1DIaRuqioKIwYMQK9e/fG1atXYW5uznUkph0qKirCzz//jJUrV0JDQ0Nu/VpbWwMAqqqqUFpaKrd+5WX58uXg8XjYs2cP11GkbvXq1YiIiMDZs2cxatQoruMAAEaPHg0ASEpKglAo5DiN/GlqauLx48c4d+4c11Gk4qOPPsKOHTvw3//+FyEhIXLv/5NPPoGmpia+/fZbufcNdLz3Ux5WrVoFW1tbfPTRRzLtR0dHB6tWrcKWLVuQl5fX4tdZWlpi+PDhzT62c+dOTJw4EUZGRpL7rly5gqSkJEyePBkCgUByv4KCAt59911kZmYiLCzsX/sNDg4GAHh5eTW5n8fjwdvbGyUlJfj9999bvB1Mx9dhigDJycno27cv1zEYRqoCAgLg7u6OsWPH4ty5c9DR0eE6EtNOHThwAMrKyvjwww/l2m9qaiqAP5fY09fXl2vf8qClpYUFCxZg9+7dICKu40jN1atXsWnTJuzevbtNFdj/+jPm8XgcJmGkZdGiRZgzZw4++OADFBUVya3f5ORkHD58GNu2bYO6urrc+mXejIKCAvbs2YOIiAhERkbKtK8lS5ZAU1MT33//fYtf4+LighUrVrx0f3l5OQ4dOoT//Oc/Te6PiooCAAwcOPCl1zTe15LtbCxUdO3a9aXHjI2NAfz5uc4wjTpEEaCurg6ZmZmwtLTkOgrDSM327dsxa9YsLFiwAMePH4eqqirXkZh27Ny5c/Dw8JDbwW5FRQViYmKwYMECqKmp4ccff5Q8dvr0afB4PMktNTUVU6ZMQZcuXST3/fzzz02e8/TpU0ydOhU6Ojro0qULPD098fjx45f6LSoqwvLly9GrVy8oKytDV1cX7u7uiI6Oltm2+vn5ITs7G4mJiTLrQ96WL18OV1dXzJo1i+soTTQu22VrawttbW0ArXvPc3NzpbY/tWR/LiwsBAAUFBRgyZIl6NmzJ5SVlWFgYABfX1/cvXv3X7f97/3U1NS8MquKigpMTU3h4uKCX3/9FdXV1U2e+yY5ZGHLli1QUVHBN998I7c+jxw5AjMzM0ycOFFuff7Vv72fjVq6rzZHJBLh+PHjGDt2LIyMjCAQCNC3b19s375dstyeUChskoPH40neB5FI1OT+yZMnt7hdWRoyZAgGDx6MI0eOyLQfNTU1rFixAvv27ZP8DrfWwYMH0b17d4wYMaLJ/SkpKQAAU1PTl17TrVs3AEBaWtq/tt9YZG/urIWCggIAwNOnT18rM9PBcX1BgjSkp6cTALp9+zbXURjmjYlEIlqwYAEpKCjQ7t27uY7DdADl5eWkpKRER48elUn7jddwN3eztramkydPNvu6xmteR44cSdHR0VRZWUk3btwgBQUFKigoaPIcb29vun79OlVUVFB4eDgJBAIaNGhQk/ZevHhB5ubmZGhoSKGhoVRaWkqpqank6+tLPB6P9u/fL5PtF4vFZGRkRBs2bJBJ+/J28+ZNAkCxsbGc9N/cnAClpaXNTgz4uu95c/tTZGQkaWlpvfH+9G/7c05ODvXo0YMMDQ3p7NmzVF5eTg8ePKCRI0eSqqoqXb9+vUl7r7rGu7lrxRuzGhkZUWhoKJWVlVFubi6tX7+eADSZSO11c8jLDz/8QFpaWlRZWSmX/szNzenzzz+XS1+vmhOA6NXX/r/OvkrU/P4SGhpKAOjbb7+l4uJiKigooB07dhCfz6eVK1c2ea6bmxvx+fxmlz11dHSk3377rVXtysquXbtIU1NT5vN7VFRUkL6+Pq1bt67VbYjFYrKysmp28smxY8cSALpx48ZLjz169IgAkL29/b/2sXPnzmbnBCAicnBwIAA0cODA1m0A0xF1jIkB4+PjCQA9evSI6ygM80YqKirIw8OD1NXV6cyZM1zHYTqI+/fvEwB6+PChTNpvbtBWX19PGRkZtGbNGuLxeOTr6/vSxICNB7nnzp17ZduNz/n7koaTJ08mAJJiARHRrFmzCMBLsyDX1NSQiYkJCQQCys3NfZNNfaVx48bRnDlzZNK2vK1Zs4bMzc0567+5ohKPx6MuXbrQhAkTmiwR+Lrv+av2p/fee++N96d/259nzpxJAF4qxr148YJUVFTIwcGhyf2vUwRozHr8+PGXnu/m5takCPC6OeQlOzubALR4NvQ3UVZWRgDowoULMu+L6M2KAC3ZV4leXQQYNWrUS31Onz6dlJSUmsx8HxERQQDoP//5T5PnXr16lbp370719fWtaldW7t27RwAoOTlZ5n199dVX1KVLF6qoqGjV68+ePUuamprNTsr7T0WAtLQ0AtCi38nq6mpycHAgJSUl2rVrFxUWFtKzZ89o0aJFZGRkRABo+PDhrcrPdEgdY2LAiooKAJDrZFcMI235+fkYOXIkbt++jaioqJcmd2GY1mo8PdDQ0FBufSoqKsLc3Bxr167Fe++9h1OnTmHHjh3NPvedd9751/YGDRrU5N9mZmYAgJycHMl9jRMjeXh4NHmuiooKnJ2dUV1djYsXL77WdrSUkZERcnNzZdK2vCUnJ8PBwYHrGPDoHjQ2AAAgAElEQVT29gYRgYggFotRWFiIkJCQJvtCa9/zv+9PjafdSmN/etX+fPr0afD5fHh6eja538jICLa2toiPj0dWVlazr/03jVnd3d1feuz8+fNYtmyZXHK8CRMTE5iYmODhw4cy7+vZs2cAgO7du8u8rzfVkn31VTw9PZu9LMbOzg719fVISkqS3Ofs7IwBAwbg119/bTI3w6ZNm7Bs2TIoKiq2ql1Z6dGjB4D//17K0uLFi1FZWdnqyw927NiBGTNmNDtOaZzrqbKy8qXHGu9ryXxQqqqqiI6OxtKlS/HDDz/A2NgYgwcPBhHhxIkTANBkQkKG6RBFgMbrqNg100x79fTpUzg5OaG0tBSxsbEtGhQxTEtxXShtvAbyVZMbtWSegsbrvxspKysDgOT609raWpSWlkJVVRWampovvb6xACKrgbqmpibKyspk0ra8VVZWtouJ0t7kPf/7/sTn/3k4JI39qbmfXWN7YrEY2traL12DnZCQAAB49OjRP25zc/4tq7xySIOmpqbk80qWGleWaA+T7f7bvvpPSktL8dVXX6Fv377Q1dWVvM+rVq0C8OeqLX+1YsUKVFVVSVY7SUtLw5UrV16aUPZ125UFTU1NKCkpobi4WOZ96evrY9q0adi5c+drTwCblpaGS5cuvTQhYCMbGxsAaLbwlp2dDQCwsrJqUV+amprYtGkTnjx5grq6Orx48QK7d++WFBPs7e1fKzvTsXWIIkDjLySbKZhpjx4+fIjhw4dDRUUFly9fhoWFBdeRmA7GwMAAwP+fHEjeGj+jZXlgqKKiAm1tbdTU1KC8vPylxxvPhpDVNyH5+flyPdNClvT19dvFWQ2yfM+l3baKigp0dHSgqKiI+vp6yRkOf781LoEozazyyvGmxGIxcnNzm53dXNpMTEwA/P9BVkfl5eWF9evXY+7cuUhLS4NYLAYRYevWrQDw0oB26tSpMDMzw65du1BbW4vNmzdj7ty5LxWXXrddWcjLy0N9fX2zE+rJwpIlS5CUlPTaM+zv2LEDI0aMQJ8+fZp9vPF3LT4+/qXHGu9zdnZ+zbRNNWb29fV9o3aYjqVDFAEYpr26desWRo4cCQsLC1y9elVyYMIw0tQ4OG3J6aOyEBMTA+Dl01qlzcfHBwBw9uzZJvfX1tYiMjISAoEA48aNk0nfOTk5HaYIMHjwYMTGxr5ytvK2RJbvubTb9vX1hUgkwrVr1156bOPGjejevTtEItEbZW1uvfkBAwbg448/lkuON5GQkIDS0lK5nAlnZmYGBQUFZGRkyLwvrjQ0NODatWswMjLCkiVLYGBgIPmy7O+rRTRSVFTE0qVLkZ+fj82bNyMwMBBLlix543ZloXGFhMbLAmRtwIABGDx4MPbu3dvi15SVlSEgIACLFi165XNGjhyJPn364Pfff2/ymdvQ0IDAwECYmZm9dElScwoLC8Hn81/6f76srAw///wzpk2b1uIzCpjOgRUBGIYjERERcHZ2hqOjIy5cuPDSKX8MIy3m5uYwMDCQDMblQSQS4enTp1i7di1+++03dOvWDcuXL5dpn9999x3Mzc2xbNkyhIWFoby8HGlpaXjvvffw4sULbN++XSYD9erqasTHx8u8yCEvEydORHV1NQIDA7mO8q9k+Z5Lu+3vvvsOvXr1wgcffIDz58+jtLQUxcXF2LdvH77++mv88MMPTa67bk3Wjz/+GGfPnkV5eTmysrLwn//8By9evGhSBJBljjexb98+2NjYwM7OTuZ9KSkpYdiwYQgJCZF5X1xRUFDAqFGjkJubi02bNqGwsBDV1dWIjo5usmTr382bNw/a2tr44osvMHHiRMkcBG/arrSdPn0avXr1kswPIw8ffPABgoODJZeT/JsDBw5AQ0NDUqRrDp/Pxy+//ILi4mLMnj0bubm5KCoqwqJFi/Do0SPs37+/yeXOT58+hYKCQpPLdxoREWbPno309HTU1tbi1q1bcHNzg6GhIXbv3t26jWY6LjnOQigzFy5cIAAkFAq5jsIwLXL06FFSUlIif3//JjPuMoysvPvuu+Ti4iL1dtXV1ZtdGpDH45GmpibZ2dnRJ598Qnl5eZLXxMbGNvuav2ruOatXryYieul+Dw8PyesKCwtp2bJlZG5uTkpKSqStrU3jxo2jyMhIqW97o7CwMOLxePTixQuZ9SFvc+bMITMzs2Zns5al5vYna2vrf3xNS95zWe5PLdmfGxUVFdHy5cvJwsKClJSUyMDAgFxdXSVLHhIRbdq0qdmswcHBL93//vvvvzKrsbExTZs2jdLS0lqVQ57u3btHioqKdODAAbn1+dNPP5GamppcZrJvXNryr171fr7uvvqq/YWIqKCggObPn09mZmakpKREhoaGNGvWLPrss88kz21u5vlVq1YRAEpMTGx2e1rbrrSIRCIyMTGhNWvWyKyP5giFQhIIBC1ablYsFpOlpSV99dVXLWo7ISGB3N3dSUtLizQ0NGjMmDF09erVl5735MkT4vP5xOPx6N69e00eCw8PpwkTJpCRkREJBAJ6++23af369VRVVdWyDWQ6k1gekRwu3JGxixcvws3NDUKhkH2byrR5u3btwtKlS/HRRx9h27ZtbC4LRqaqq6tx9+5d7N+/H4cOHUJqaiosLS25jtWh+Pj4ID8/v9nTq9ur/Px82Nraws3NDYcPH+Y6DtOBVVZWYsiQIdDS0kJMTIxk4jtZEwqFMDc3x8KFC/Htt9/KtC9NTU2oqqpyNi9LR7Nr1y6sWLECKSkpMDc3l2vfU6dORW5uLi5fvizXfhlGym6wywEYRo7WrVuHJUuWYOPGjdi+fTsrADBSVVNTg1u3bmHPnj2YM2cO7OzsoKWlhaFDh+L06dPQ09PDpk2buI7ZoSQnJ+PMmTP45JNPuI4iVV27dsWRI0dw7NgxfPnll1zHYTqouro6TJo0CXl5eTh27JjcCgDAnysDrF+/Hps3b0ZycrLU2l2wYEGTz4O8vDxUVFSgX79+UuujM8vLy8OXX36JlStXyr0AAAD+/v6IiYlBZmam3PtmGGliRQCGkZPPPvsMX3/9NX766SesXLmS6zhMO1dXV4e4uDjs27cPc+fOhb29PbS0tDB48GD897//xZMnT+Dq6oojR44gPT0dxcXF2LBhA3799Vfcv3+f6/gdxooVK2Bra4sJEyZwHUXqxo0bh/379+N///sfPvroI04mi2M6rqKiIowbNw43btzA+fPn0b17d7lnWLhwIfr27Yvp06dLdWnC48ePIy0tDUVFRfjvf/8L4M/iAPNm6uvrMX36dOjo6GD16tWcZBg3bhx0dHRw6tQpTvpnGGlhlwMwjIwREZYvX46dO3fil19+wcyZM7mOxLRDFRUVuHv3Lq5du4aIiAhcu3YN1dXV0NDQgJ2dHRwcHCS3t956q9lv1MRiMUaPHo3S0lLcunULysrKHGxJx/Hzzz9j/vz5uHz5MpycnLiOIzMnT57EzJkzYW9vj5MnT0qWnGSY1kpLS8OECRNQWVmJkJAQTtcvf/LkCRwdHWFvb48zZ8688aSIL168wLp163D27FkUFBTAysoKy5cvx6xZs6QTuBNbuHAhAgICEB0dLZdVJF5l+vTpeP78Oa5cucJZBoZ5QzdYEYBhZIiIsGTJEuzbtw+//fYbJk+ezHUkpp3Iy8tDTEwMrl69ipiYGCQmJqKhoQG9e/eGk5MTRowYgcGDB8Pa2vq1TqFNT09H//798eGHH2Lbtm0y3IKO7f79+3BycsL8+fPx/fffcx1H5u7evQtvb2/w+Xzs2bMH7u7uXEdi2qGGhgbs3r0bX3zxBfr3799miko3b97E6NGj4evriwMHDrACaRsjFouxatUqbN++HSEhIS1aMk+WgoODMXnyZGRlZcHY2JjTLAzTSjfY6gAMIyMikYhmzZpFysrKFBwczHUcpo3Lzs6moKAgmjdvHvXp04d4PB4pKChQnz59aN68eXTo0CF69uyZVPo6fvw48fl82rx5s1Ta62yeP39O3bp1o1GjRlFNTQ3XceQmLy+Ppk6dSgBo6tSpHWo1BEb2EhISaODAgaSsrExffPEF1dbWch2piUuXLpGWlhaNGTOGHU+2IdXV1eTn50cqKip07NgxruMQEVFlZSWpqqrSr7/+ynUUhmmtWDYnAMPIQENDA2bNmoWgoCCEhoZi4sSJXEdi2pisrCz8+uuvmD59OkxMTNCtWzfMmDEDKSkp8PHxwblz51BcXIykpCTs27cPM2bMkNo1s1OmTMHmzZuxatUq7Nu3TyptdhaZmZkYPXo0SkpKMGTIENy7dw9isZjrWHLRtWtXBAYG4ty5c7h16xbeeustrF+/HqWlpVxHY9qwJ0+eYO7cuXjnnXcgEAhw584drF+/vs192z527FhcuXIFKSkpcHR0xN27d7mO1Omlp6dj1KhRiIiIwMWLFzFt2jSuIwEA1NTUMHToUERGRnIdhWFajRUBGEbK6urq4Ofnh+DgYJw5cwaurq5cR2LagLKyMpw5cwaLFy/GW2+9BTMzMyxcuBB5eXlYsmQJrl69CqFQiMuXL+Obb76Bm5sbtLS0ZJZn2bJl+Prrr7Fw4UJ89dVXoPZ/ZZjM3b9/H46OjlBUVISvry+OHDmCd955B8bGxpKiX0lJCdcxZc7d3R0PHjzAsmXLsGXLFpibm2PdunUQCoVcR2PakIyMDMyZMwfW1taIjo7GL7/8gsuXL6NPnz5cR3slOzs73LhxAwYGBhg8eDA2btzYaYp8bc3PP/+MAQMGoLa2FtevX8fIkSO5jtSEs7MzIiMj2f+dTPvF9bkI0sAuB2DaitraWvL09CRtbW26fv0613EYjt27d482bNhAI0aMIEVFReLz+WRvb0+ffPIJXbp0iaqqqriOSL/88gspKirStGnT2GfoPzhx4gRpa2vTqFGjmvycHj9+TNu2bSMXFxdSVlYmBQUFcnBwoDVr1lBcXByJxWIOU8ueUCikdevWka6uLmlra9OSJUsoKSmJ61gMR8RiMUVGRtKUKVNISUmJevXqRQcPHqT6+nquo72WhoYG2rBhAykrK9OQIUPoxo0bXEfqNB48eECurq6koKBAn376aZu7bKTRzZs3CQA9fPiQ6ygM0xqxrAjAMFJSV1dH3t7epKWlxQ4YOqmKigo6c+YMLViwgLp3704AqGvXrjRz5kwKDAykgoICriM2Kzw8nIyMjMjc3JxiY2O5jtOmVFRU0IcffkgAaOHChf84B0Dj+z9v3jwyMTGRvP/+/v4UFBTUof+PEgqFtHHjRurVqxcBoOHDh9ORI0c61ZwJnVlhYSH98MMPZGVlRQDI0dGRDh8+3O4G/3+XmJhII0aMIB6PR++//z49f/6c60gdVn5+Pi1cuJAUFRXJ3t6erl69ynWkfyQSiUhXV5d27NjBdRSGaQ1WBGAYaRCJRDRt2jRSV1eny5cvcx2HkaPc3Fz66aefaPz48aSqqkp8Pp8GDRpEa9asoVu3blFDQwPXEVskLy+P3N3dSVFRkZYuXco+T4nozJkzZGFhQV26dGnV5J4PHjygDRs2kIuLCykqKpKioiINGzaMNmzYQHFxcTJIzL2GhgYKDw8nPz8/UlJSIm1tbfLz86NDhw5RZWUl1/EYKSopKaFDhw6Rp6cnKSsrk5aWFs2bN4/u3LnDdTSpO3PmDPXq1YuUlZXJ39+fUlJSuI7UYeTm5tKaNWtIR0eHjI2Nad++fSQSibiO1SITJ04kb29vrmMwTGuwIgDDvCmRSETvvvsuqamp0R9//MF1HEYO0tPTadOmTeTk5ER8Pp/U1NRo4sSJdPDgQcrLy+M6XquJxWLav38/GRgYkKGhIR04cKDdHIxJU0pKCnl4eBAAevfddyk7O/uN2ywoKKCgoCDy9/cnXV1dAkDm5uY0b948CgoKovLycikkb1tycnJo69atNGzYMOLz+aStrU3+/v4UHBxMZWVlXMdjWiEnJ4cOHDhA48ePJ2VlZVJVVaUJEybQ4cOHqaKigut4MlVTU0N79+6lXr16kYKCAk2ZMoWdOfUG7t27Rx988AEpKyuTiYkJbdq0qd19Du7cuZO0tbXb/RkvTKfEigAM8yZEIhG9//77pKamRlFRUVzHYWQoOTmZ1q5dS3379iUA1KVLF5o5cyYFBwd3uG84i4uLadGiRaSoqEi9e/dul9f0tsaDBw/ovffeIwUFBXr77bcpOjpaJv2IRCKKi4ujNWvWkIODA/F4PBIIBOTi4kIbNmyg5ORkmfTLpczMTNq2bZukcKakpETDhw+n9evX082bNztlsak9qKqqoosXL9KKFSuoX79+BIBUVVXJ29ubDh8+TKWlpVxHlDuRSESBgYFkb29PAMjW1pY2b95M+fn5XEdr84RCIe3du5cGDRpEAMja2pp+/vnndnvZUHJyMgFgl4Ay7VEsj6j9T2t58eJFuLm5QSgUQltbm+s4TCfRuAzgqVOnEBoaijFjxnAdiZGyjIwMHD9+HMePH0diYiJMTEwwadIkTJw4ESNGjICioiLXEWXq8ePH+N///ocjR47A1NQUCxcuxKxZs2BgYMB1NKkRi8W4dOkSfvzxR4SGhqJPnz5YvXo1pkyZAj5fPgvo5Ofn48KFCwgLC8OlS5dQWloKCwsLuLi4wNPTE+PGjWtzy6m9icLCQkRERODSpUu4dOkSsrOzoaenh+HDh2Po0KEYOnQoBg4cCFVVVa6jdjolJSWIjY1FbGwsrl27htjYWNTU1KBPnz4YN24cXF1dMWLECKipqXEdtU24ffs2Dhw4gGPHjqG6uhrjxo2Dj48PJkyYgC5dunAdr00oKyvDuXPnEBwcjNDQUPB4PEyaNAkffPABRo4cCR6Px3XEN6Kvr481a9Zg8eLFXEdhmNdxgxUBGKYVxGIxZs+ejRMnTiA0NBTOzs5cR2KkJCsrC0FBQTh+/Dhu3boFfX19TJ48GVOnTsWIESPkNjBsS548eYKtW7ciICAANTU18PX1xaxZszBmzJh2Wwh58uQJAgMD8fPPP+PJkycYOXIkFi9ejIkTJ3L6HotEIty4cQNhYWGIiIhAfHw81NXVMXr0aHh5eWH8+PEwNTXlLJ8sPHjwAOHh4YiJiUFsbCxyc3OhrKwMe3t7ODo64p133kG/fv1gZWXVbve3tqi6uhpJSUm4e/cubty4gdjYWCQnJ4OIYGVlBUdHR4wYMQKurq4dbp+Tturqavz+++8ICgpCREQE6uvrMWLECHh7e8PFxQW2trZcR5Sr9PR0REZGIiQkBFFRUWhoaMCoUaPg5+eHqVOndqhj9bFjx8LMzAwHDhzgOgrDvA5WBGCY10VEWLBgAQICAhASEgJXV1euIzFvqKamBqGhoQgICMCFCxegoaEBLy8v+Pn5wc3NDUpKSlxHbBOqqqoQGBiIHTt2IDExEXp6evD29sakSZMwevToNv/t4MOHDxESEoKTJ08iPj4eenp60NTUxE8//dRmf4+fPHmC8PBwRERE4MKFCygvL0efPn3g5eUFFxcXjBw5ssPtnxkZGZJvo69fv44HDx6gvr4eqqqqsLW1Rf/+/dGvXz/069cP1tbWMDY25jpym9bQ0IBnz54hJSUFiYmJktujR4/Q0NAARUVF9OvXD66urnB0dISjo2OHOttH3ioqKnD+/HmcOnUKFy5cgFAohKGhIcaMGYPRo0dj+PDhsLKy6lAF5cePH+PatWuIiopCVFQUMjMzoa6ujrFjx8LHxweenp7Q09PjOqZMfPLJJ7h06RLu3r3LdRSGeR2sCMAwr+vTTz/F5s2bERQUBF9fX67jMK0kFotx5coVHDp0CCdPnkRNTQ3c3d0xc+ZMeHh4QEVFheuIbVJCQgLc3NxgZmaGyZMnIyQkBLdu3YKysjKGDBkCZ2dnjBkzBgMGDOC8KPD48WNcvXoVkZGRiIyMRE5ODgwMDODj44PJkyfDzs4O3t7eePr0Kc6fP4/+/ftzmvffVFdX49q1a4iIiEBISAhSUlKgp6cHZ2dnuLi4wMvLq0MOiOvq6pCUlIR79+7h3r17kkFsYWEhAEBTUxO9e/ducrO0tESPHj1gZGQEBQUFjrdA9mpra5GdnY1nz57h0aNHkltqaioyMjJQV1cHAOjZs6ekgGJnZwddXV2sXLkSd+/ehZubGz777DOMHDmS463pOBoaGpCQkIDo6GhERUXh6tWrqKyshJaWFhwcHDBw4EAMHDgQ/fv3h7m5eZsv6DUWlO7du4e4uDjcvn0bcXFxKC4uhqqqKhwdHTF69GiMHj0agwcPbvPbIw3Hjh3DzJkzUVZWxi5hYtoTVgRgmNfx3XffYfXq1fjll18we/ZsruMwrfD8+XP88ssvOHToEJ49ewYHBwfMmDED7777Lvv261/ExMTAy8sL9vb2CAkJgaamJgAgJydHMtBu/BZIUVERNjY2cHBwwIABA2BtbY1evXqhZ8+eUj8wzM/Px+PHj5Geno779+8jISEB8fHxEAqFUFVVxdChQyXFiUGDBjUZFFZUVMDX1xe3b99GaGgonJycpJpNljIyMhAREYHQ0FCEh4ejvr4eAwYMkMwlMHTo0A71bePf5ebmIjU1tcmgNy0tDenp6aitrQUAKCgowMjICN27d0e3bt1gamoKMzMzdO3aFV26dIG+vr7k7xoaGhxv0ctKSkpQUFCAoqIiFBYWoqioCDk5OcjJycHz58+RlZWFnJwc5OXlSV6jra3dpCBiZWUl+VNHR6fZfq5evYqNGzciLCwM9vb2WLp0Kd5///1OUUCRp/r6eiQmJiIuLk4yiH748CFEIhGUlJTQq1cv2NjYwNraGr1790a3bt1gZmYGU1NTuR3fVlZW4vnz58jOzkZWVhbS09ORmpqK1NRUpKWloba2Fnw+H9bW1hg4cCAGDRqEgQMHYsCAAZ1yEJyamgobGxvEx8fD3t6e6zgM01KsCMAwLfXjjz9i4cKF2Lp1K5YtW8Z1HOY1NDQ04Pz589i3bx/Onz8PAwMD+Pv7Y+bMmZ3uWs3WOnv2LPz8/ODq6orAwMB/PNh78uQJ4uLiJIPxu3fvoqCgAACgqKiI7t27w8TERDIA69q1KzQ0NKCtrQ0+nw8VFRWoqalBLBajtLQUwJ8HplVVVSgoKEBhYSEKCgqQm5uLp0+foqysDACgoqKCt956C/b29rC3t4eDgwP69+//rwemtbW1mD59Os6dO4cTJ05g/PjxUvqpyU95eTnCw8Nx/vx5nDt3Djk5OTAyMoK7uzvGjx+PsWPHdpr/H8ViMbKyspCZmYmsrCxkZ2dLBsxpaWlITU0FEaG+vr7J61RVVSWFAXV1daipqUFHRwcCgUDydzU1NclZQjo6Ok0mNfvrY8Cfl880FiOAPweAFRUVAP7cn6urq1FWVoby8nJUV1ejoqICZWVlqKyslAz4RSJRk4xqamowMjJCt27dmhQ2Gv/evXt3dO3atdU/u4SEBGzbtg2//fYbzM3NsWrVKsyePbtTfKPLlaqqKqSkpCA1NRUpKSlISUmRFLMa9xcA0NDQgJmZGfT09KCjowNdXV3o6OhAR0cHGhoaks9NAFBWVoa6ujqAP88gqqmpAfDnpW/V1dWoqqqCUChESUkJhEIhhEIhiouLkZWVJfnMBQCBQAALCwvY2NjAysoKNjY2sLGxwVtvvSUpAnd2YrEY2tra2Lp1Kz788EOu4zBMS7EiAMO0xKlTpzBlyhSsW7cOq1ev5joO00K5ubk4dOgQfvzxRzx9+hTDhg3D0qVLMXHiRHZQ+xoCAwMxY8YMTJs2DQcOHGjV5GylpaVIT09Heno6Hj9+jNzcXNy9exdpaWkwNDSUDIAaGhokB6p8Pl/yma6hoQGBQAB9fX3JzcjICD169ECvXr1gaWkJMzOzVn/z3dDQgLlz5+LIkSM4evQo/Pz8WtVOW0BESExMxLlz53Du3DncuHEDfD4fTk5OcHd3h4eHB/r06cN1TLmLj4+Hq6srBg4ciNOnT0MkEkmKSo2D7sY/G4tOQqEQVVVVqKqqQmlpKSorK1FXV9ekQNWovLy8yaBdVVUVAoFA8u+6ujrweDx07doVampqEAgE0NbWhoaGBtTU1KChoQEtLS2oq6tLihH6+vowMDCQ/Puv7clSeno6Nm3ahIMHD8LExAQff/wx5s6dy/klPp1NaWmppKDV+M18cXFxkwF8SUmJZB9tLDo1foYCaFIcUFJSgoaGBlRVVSVFhMY/9fT0YGJiAlNTU+Tl5WHevHm4evUqhgwZwtn2txfDhg1D//79sXv3bq6jMExL3YC8FyWUhQsXLhAAEgqFXEdhOqBLly6RiooKLV68mOsoTAv98ccf5OvrS4qKimRgYECrVq2iR48ecR2rXdq7dy/x+XxavHgxicViqbY9e/ZsGjFihFTbfBNisZiWLVtGCgoKdPjwYa7jSE1RUREFBQXRvHnzyNjYmABQz549ad68eRQUFERlZWVcR5S527dvk66uLrm5uVF1dTUnGQ4ePEjKyspUUVHBSf+t8fTpU1qyZAmpqamRvr4+rVmzhoqKiriOxfyLhIQEAkBpaWmtbsPNzY2sra05+31pTz766CMaOnQo1zEY5nXEdtyLBRlGCmJjY+Hj44OpU6di+/btXMdh/kFdXR0OHz4Me3t7jBo1Cnl5eQgICEBmZia+//57WFpach2x3dm4cSMWLlyIVatWYceOHVJfzzkqKqpNLa/J4/GwdetWrF69GjNmzOgw3+ro6enBz88P+/btQ1ZWFuLi4rBgwQIkJSVh6tSp6Nq1K8aOHYuNGzciJSWF67hSd+3aNTg7O8PR0RHBwcGcXbfs5uaG+vp6xMTEcNJ/a/To0QPbt2/Hs2fPsGjRIuzcuRM9evTA0qVLkZWVxXU85hUaJ4J8kzPe9u3bh5ycHKxfv15asTosKysrPHr0iOsYDPN6uC5DSAM7E4CRhbt375K2tjZNmnsKnmcAACAASURBVDSJRCIR13GYVxAKhbRt2zYyNTUlBQUF8vT0pGvXrnEdq937/PPPic/n0549e2TSfmpqKgGgq1evyqT9N7Vhwwbi8Xi0bds2rqPIVH5+PgUFBZG/vz9pa2sTALKwsKB58+bRmTNnqLa2luuIbyQmJoY0NTXJw8ODampquI5Db7/9Ni1fvpzrGK1WXl4u+bxVVlYmf39/Sk5O5joW8zcxMTEEgLKzs9+ond27d5OioiLFxcVJKVnHFBYWRgA6xVlVTIcRy4oADNOMZ8+ekYmJCY0ZM6bdHwR3VI8ePaK5c+eSQCAgPT09+uyzzygzM5PrWB3CqlWrSEFBgQ4dOiSzPnbv3k2amppUV1cnsz7eVGMhYPPmzVxHkQuRSEQxMTH06aefkoODAwEgdXV18vT0pH379lFWVhbXEV/L5cuXSUNDgyZPntxm9rPly5fT22+/zXWMN1ZbW0uHDh0iGxsb4vP55OnpSTdv3uQ6FvN/IiMjCQAVFBS8UTtisZicnZ2pX79+beZ3qC16+PAhAaDExESuozBMS7HLARjm70pLS+Hl5QVdXV2cPHkSysrKXEdi/iIpKQnvv/8+bGxsEB0djc2bN+P58+f47rvvYGpqynW8do2I8PHHH2PLli04ePAgZsyYIbO+IiMjMXLkyDY9QeOnn36KLVu2YOXKldi2bRvXcWROQUEBTk5O2LBhA+Li4pCRkYEtW7ZAIBBgxYoVMDU1ha2tLT777DNERES8NHN9W3L58mWMHz8e48ePx2+//dZm9rOxY8fiwYMH7f5UemVlZcyYMQNJSUk4ffo08vPzMXjwYDg5OSE0NJTreJ1e4+UAb3r8wuPxsH//fjx+/BgbN26URrQOydzcHDweDxkZGVxHYZgWY0UAhvmLuro6TJo0CUVFRTh//vwr11Rm5C8xMREzZsyAnZ0dEhMTceDAASQnJ2PhwoWSpZCY1iMiLFu2DDt37sShQ4fg7+8vs74aGhrwxx9/tKn5AF5l2bJl2LJlC5YvX45du3ZxHUeuzM3NMW/ePAQFBSE/Px/h4eFwcXFBYGAgxo4dCyMjI0yZMgUBAQEoKSnhOq7EhQsX4O7uDk9PTxw9erTNFAAAYOTIkVBVVUVERATXUaSCz+fDy8sLN2/eRExMDHR1dTFhwgTY29sjICAADQ0NXEfslKRVBAD+/BxYt24d1q9fjwcPHrxxex2RqqoqjI2NWRGAaVdYEYBh/g8RYc6cObh9+zbOnj0LMzMzriMx+HNSr/Hjx6N///5ITk7GiRMncP/+fcyYMaNVS9UxLyMiLF68GHv37kVQUBDef/99mfaXkJCA4uJiuLi4yLQfaVm2bBl++OEHLFmyBHv27OE6DicEAgFcXFywfft2PH36FI8fP8aXX36JkpISzJ07FwYGBhg4cCDWrl2L+Ph4EEerD58/fx4+Pj6YOHEijhw50uY+IwQCAYYNG4bw8HCuo0hd41kACQkJePvtt/HBBx/AxsYG27dvlyxdx8iHNIsAAPDxxx9j0KBBmDNnDivsvIKFhQWePHnCdQyGaTFWBGCY/7Ny5UocP34cJ0+ehJ2dHddxOr2kpCRMmTIFTk5OKCsrw5kzZ3Dr1i34+PhIfZb6zoyIsGjRIuzfvx9BQUHw9fWVeZ8REREwNDSEra2tzPuSluXLl+P777/HRx99hB9//JHrOJyzsLDA0qVLER4ejuLiYgQHB8PBwQH79+/HwIEDYWxsjBkzZuDEiRMoKyuTS6azZ/8fe3ceV3P2/wH8ddtTSUku0kpkjTKMYqLbYkm27MKYso0ykrKMGmuRJbJkshRCWccY1K0ZylhaMEQiSkm0R6Xtnt8f8+3+GKLl3vu593aej4c/5t7P/ZxXV+Pzue97zvtcxLhx4zBt2jSxLADUsbGxQVRUFHg8HtNRhKJfv34ICwtDamoqRo4cCS8vL+jr68Pf3x9lZWVMx2sRqqqqICcnBxkZwdzmy8jIICQkBP/880+LWBrVFAYGBnQmACVZmOxIICi0MSDVXHv27CEsFouEhYUxHaXFS0tLI1OmTCEyMjJkwIABJDo6mulIUqumpobMmjWLKCgokPPnz4tsXGtrazJ9+nSRjSdIPj4+REZGhv5b8QUPHjwgfn5+xMLCgsjIyBA5OTliYWFB/Pz8SEpKilDGvHDhAlFUVCQuLi6ktrZWKGMISt0e7snJyUxHEYnMzEzi5uZGVFRUiJaWFvHx8SEFBQVMx5Jqhw4dIq1atRL4edetW0eUlZVJWlqawM8t6Xx8fIiJiQnTMSiqoejuABR16tQpIiMjQ/z9/ZmO0qJlZ2cTNzc3oqCgQLp3704iIiIIj8djOpbUqqmpIdOmTSPKysrkypUrIhu3oqKCKCsrk4MHD4psTEHz8vIicnJyIi2cSKq8vDz+FoQaGhqfbEEoiG37IiIiiLy8PHF1dRX7AgAh/3ZcZ7PZxM/Pj+koIpWXl0d8fHyIpqYmUVVVJW5ubnRHFyEJDg4m6urqAj9vVVUVMTU1JUOGDJGI/9dEae/evURTU5PpGBTVUHR3AKplS0xMxMyZM7FgwQIsX76c6TgtUmlpKby8vNC1a1ecP38ewcHBePDgAZycnOi0fyHh8XiYM2cOzp07h99//x22trYiGzs+Ph4VFRUYPny4yMYUtE2bNmHu3LlwcnKSyrXdgqSlpQUnJyeEhYUhLy+P/29uUlISHB0doampCRsbGwQGBiIrK6vR5z958iSmTZuGuXPnYt++fQKb/ixMLBYLw4cPb3G/O1paWvD19UVmZibWr1+PM2fOwMjICM7Oznj06BHT8aRKdXW1UHY2kpeXx+HDh3Hr1i3s3LlT4OeXZFpaWigqKhLrXVMo6kPif7WkKCF59eoVxo0bB0tLS7rGjQE8Hg8HDx6EsbExDhw4gE2bNuHx48eYPXs2ZGVlmY4ntcj/egCcPHkSkZGRIv8wHhMTA2NjY+jp6Yl0XEFisVjYs2cPxo0bh4kTJyIxMZHpSBJBVlYWZmZm8PX1RWJiIp4/f46AgAAoKSlh5cqV0NXVRb9+/bBq1Sr8/fffX21AduLECcyYMQNubm7Yu3evRBUNbWxsEBcX1yLXyKuqqsLd3R3p6en49ddfkZCQgF69evF3GaCar6qqSmjbG/ft2xerVq3CqlWrkJaWJpQxJJGWlhYIISgsLGQ6CkU1CC0CUC3S+/fvMW7cOKioqODkyZNi20BKWiUkJMDS0hIuLi6wtbXFo0eP4O7uDkVFRaajSb3ly5fjwIEDOHXqFEaOHCny8WNiYiRmV4AvkZGRwZEjR2BhYYERI0bQbzKbQE9PDwsWLMCFCxeQn5+PS5cuwcLCAsePH4eFhQXYbDZmzpyJEydOfLIF4cGDBzF9+nQsWbIEW7duZegnaDp7e3tUV1cjLi6O6SiMUVBQgLOzM1JSUnDu3Dnk5eVh0KBB/F0GqKYTZhEAAFauXIkePXpg9uzZdLeA/2nbti0AoKCggOEkFNUwtAhAtTjkf1sBpqWl4bfffoOGhgbTkVqMnJwczJs3D4MGDYKSkhLu3LmDsLAwtGvXjuloLcKKFSuwfft2hIWFwcHBQeTjFxcXIzk5GdbW1iIfWxjk5eURGRmJrl27ws7ODi9fvmQ6ksRSVlaGvb09goKC8OzZM6Snp2P16tXIzc3FrFmzPtqC8Oeff4aLiws8PT2xZcsWpqM3CZvNRs+ePVvckoDPkZGRgYODA27evIm4uDhoaGhgzJgx6N+/P8LCwuiHzCYQdhFATk4OoaGhuHPnDp1J+T9aWloAgPz8fIaTUFTD0CIA1eKsX78eERERiIyMhLGxMdNxWoSamhps3boV3bp1Q3R0NCIjIxEbG4s+ffowHa3FWLNmDTZv3ozDhw9jypQpjGSIjY0FAFhZWTEyvjCoqKjg4sWLUFNTw6hRo0S2HZ60q28Lwh07dmD9+vVQVVVFUVERIiMj8e7dO6bjNomtrS2ioqKYjiFW6mYBJCcno1evXvj+++/RrVs3BAYG4v3790zHkxjC6gnwoR49emD16tVYtWoVUlJShDqWJNDS0gKLxaJFAEpi0CIA1aKcPXsWvr6+CAwMlJpvI8Xd3bt3MWjQIKxatQqenp54+PChSPaip/7ftm3bsH79euzZswczZsxgLEdMTAz69+8PTU1NxjIIg4aGBq5cuYKCggKMHTsWVVVVTEeSKioqKnBwcEC/fv1QWlqKefPmYeXKlUhJScHkyZOhra3Nby744sULpuM2mI2NDR48eIDs7Gymo4idfv36ISwsDI8fP8aoUaPg7e0NAwMD+Pr60kJbAwh7JkAdLy8v9OnTB3Pnzm3xMzbk5eXRunVrWgSgJAYtAlAtxt27dzFz5kzMmTMHCxcuZDqO1Hv//j18fX0xcOBAKCoqIjk5GWvWrIGSkhLT0VqUnTt3YtmyZdi1axfmzZvHaBYulysV/QA+R0dHB+fPn0dCQgIWLFjAdByps337dixcuBBr167Fvn374OXlhfj4eOTm5mLfvn3Q0NDAmjVroKenByMjI7i7u4PL5aK6uprp6PX67rvvoKSkBC6Xy3QUsWVkZITAwEA8f/4c8+bNw/bt22FkZARfX1+69voLRFUEqFsWcO/ePYnszSFoWlpatDEgJTFoEYBqEd68eQNHR0cMGjQIe/fuZTqO1IuPj0e/fv0QEBCAtWvXIi4uDj169GA6Votz8OBBLFmyBJs2bcKiRYsYzfLy5UukpaVJ9Qyc/v37IyIiAmFhYdiwYQPTcaTG1q1bsXTpUqxfvx6rV6/+6DltbW04OzsjIiICBQUFiIuL42/daGNjAzabjUmTJmH//v3Izc1l6Cf4PGVlZVhYWNC+AA3AZrPh6+uL9PR0LFq0CEFBQdDT04O7u3uTtpaUdlVVVZCXlxfJWCYmJvDx8cGaNWvw4MEDkYwprlRUVFBeXs50DIpqEFoEoKRebW0tpk6dCllZWURERIjswtgSlZWVYcGCBRg6dCi6du2K1NRUeHl5ScTe3dImPDwcLi4uWLt2Lby8vJiOg6ioKCgpKWHw4MFMRxGqESNGYOfOnfj5559x7NgxpuNIvM2bN8PT0xPbt2/HypUrv3isnJwcLC0t4efnh4cPHyI9PR2bNm1CRUUFFi9ejE6dOvGbCyYlJYEQIqKfon42NjaIiooCj8djOopE0NLSgq+vLzIzM7FhwwacPXsWRkZGcHZ2pjt0fEBUMwHqLF++HObm5pg1a5ZYz74RNiUlJVRUVDAdg6IahN6ZU1Kvbs/pyMhIqVuLLE6SkpJgZmaGyMhIHD9+HL/99ht0dHSYjtUixcbG4vvvv8fChQs/+eaUKTExMbC0tISysjLTUYRuwYIFWLZsGX744Qe673kz+Pv7w9vbG4GBgViyZEmjX29oaAhXV1dcuHABhYWFOHfuHMzMzBASEgJzc3N06NABzs7OiIyMxNu3b4XwE3ydra0t8vPzce/ePUbGl1QqKipwd3dHeno6QkJCkJiYiF69evF3GWjpRF0EkJGRQUhICB49eiSxO3YIgpKSEm1gSUkMWgSgpNpvv/2GzZs3Y8+ePTAzM2M6jlQihCAwMBCDBw9Gp06dcPfuXUyePJnpWC1WYmIiHB0dMX78eAQGBjIdB8C/vyOxsbFSvRTgv/z8/MDhcDB27Fi6dWAT+Pr6YsWKFdi1axcWL17c7PPVNRcMDg5GdnY2Hjx4gJ9++gnPnj3DlClT+M0F/f398fjxYwH8BA1jamoKNptNdwloInl5eTg7O+PBgwc4d+4c8vLy8O233/J3GWipRLE7wH91794dv/zyC9auXYv79++LdGxxQYsAlCShRQBKaj158gTOzs6YN28e5syZw3QcqZSbm4uRI0di2bJlWLFiBaKjo+m3/wxKT0/H6NGjMXDgQBw6dEhslmGkpKTg1atXLaoIICMjg/DwcLRt2xaOjo50imgjrFmzBmvXrsXu3buF1suiZ8+e/OaCL1++RFBQEFq3bo0NGzage/fu6NmzJzw9PREbGyvU3R5YLBaGDx9O+wI0k4yMDH8WQFxcHDQ0NDBmzBj+LgMtrXO9qGcC1Fm6dCnMzc0xc+bMFrlLCl0OQEkS8bhDpCgBKysrw/jx49GtWzfs2LGD6ThS6cyZM+jZsycyMjJw69Yt+Pr6is2HzpYoLy8PI0aMgK6uLs6dOwdFRUWmI/FxuVy0adMG/fv3ZzqKSKmpqeHMmTNIT09nfGcGSbF69Wps3LgRBw8eFNkuC2w2G3PnzsXp06eRn5+P6Oho2Nvb4/fff4e1tTW0tLQwfvx4/Prrr0LZzs/GxgZxcXEoKysT+LlborpZAHfu3EHv3r3x/fffo1u3bggMDGwx39IyVQSQlZXFkSNH8OzZM/j4+Ih8fKbRmQCUJKF37JRUWrhwIXJycnDy5Emx+jAkDWpqauDh4YGJEydi4sSJSEpKanEf7sRNaWkp7OzsQAjBhQsXoKqqynSkj8TExGD48OGQlZVlOorIGRsb4+TJkwgPD6cFyS8ghOCnn36Cn58fDh48iNmzZzOSQ0FBARwOB1u3bsWjR4/w/PlzBAQEQE5ODh4eHujcufNHWxAK4ttOe3t7VFdXIy4uTgA/AVXH1NQUYWFhePz4MUaNGgVvb2/o6+vD19cXJSUlTMcTKqaKAABgYGCAgIAAbN68GVevXmUkA1NoEYCSJLQIQEmdnTt34ujRo5g+fToMDAzAYrHq/TNixIiPXmtpaVnvsU1pTCVt8vPzYW9vjz179uDAgQMIDg5Gq1atPjluzJgxYLFYWL9+/SfPEUJw/fp1LFq0CMbGxlBUVIS2tjYsLS1x9OjRJnXs/uOPP2BsbAw5Obkm/VySrKqqChMnTsTr168RHR2N9u3bMx3pIzU1Nbh27VqLWgrwX7a2tti4cSM8PT3x119/MR1H7BBCsGTJEuzatQuHDx+Gs7Mz05H49PX14erqioiICLx58wbR0dFwcnLC9evXYWNjA01NTTg4OGD//v1NniXAZrPRs2dPqVkSUFNTgwMHDuCbb75B27ZtoaGhATMzMwQFBX1SNNm3b98Xr9Gfu07Xp77rd5cuXcBisfD8+XPMnz8fO3bsgK6uLry9vVFQUCCMt6DRGvOe1bl79y5GjRqFNm3aQE1NDRwOB9evXwfAbBEAAFxdXTFy5EjMmTNHYE03v3RfAQj+/q0p9xW0CEBJEloEoKTK7du3sWzZMqxbt65B+9JL+3ZlgvTgwQOYm5sjMzMTt27dqrfPQlhY2BcbMj1+/BiWlpZIS0vDqVOnUFJSgps3b0JXVxczZ86Ep6dngzOlp6djzJgxWLFiBV6/ft3on0nS8Xg8zJgxA7du3cLFixehr6/PdKRP3Lp1C6WlpeBwOExHYZSnpyfGjh2LadOmtcjf1foQQuDm5obdu3cjLCwMM2bMYDpSvZSUlMDhcODn54fExESkp6dj27ZtUFZW5s8S6NmzJ7y9vcHlchu1VZqtra3UNAecM2cOfvjhB3A4HDx69AhPnz7F5MmTsXjxYkyYMKHR5xPUdZrNZsPX1xcvXrzAypUrERISAj09Pbi7uyMrK0sgYzRVY9+zW7duYfDgwVBTU+PPWDE0NISVlRWioqIYLwIAwIEDB1BWVoZly5Y1+1xfu68QpObcV4jDtqMU1WBECly+fJkAIMXFxUxHoRhUUlJCjIyMiL29PeHxeGTv3r3E0dHxs8empaURRUVF8urVq48et7CwIAkJCaKIK1GioqKIuro6+e6770hBQUG9x718+ZJoaGiQmTNnEgBk3bp1nxzz6NEjIicnRwoLCz96vLKykrRt25YoKiqS9+/fNyjX1KlTyaZNm0h1dTXp1KkTkZWVbdwPJuHc3d2JgoICiY6OZjpKvXx9fUmnTp2YjiEWSktLSbdu3YiVlRWpqalhOg7jeDweWbhwIVFQUCBnzpxhOk6zlJeXk+joaOLl5UVMTEwIAKKqqkpGjx5NgoODSXZ29hdff+nSJQKAZGVliSixcKSnpxMApF+/fp88Z2NjQwCQ27dv8x9rynW6Po29fr97947s2LGDdO7cmcjLy5OZM2eSlJSUBr9eUBr7ntXW1pKePXuSDh06kPLycv7jNTU1pFu3bqRz585kwIABxMPDQyT5v+Ts2bOExWKRCxcuNPkcDbmvIERw92/Nua+YO3cusbOza3YGihKBG3QmACU1Fi5ciLdv3+LQoUP8KYBDhgz57LG7du3C2LFjwWazRZxS8hw5cgSjRo2Cg4MDrly5Ak1NzXqPdXFxgZOTE2xtbes9pnv37qiuroaGhsZHjysoKKBz586orKxs8HS6AwcOwNvbu0UuA9i6dSuCgoJw/Phxsf6WPSYm5ou/Dy2JmpoaIiIicOvWrXqntLYUPB4Pc+fORUhICE6ePIlx48YxHalZlJWV+bMEHj58iPT0dGzduhUA4O7uDh0dnS/OEvjuu++gpKQELpfLRHyBqftG3cTE5JPnunfvDgB48eIF/zEmr9MqKipwd3dHeno6QkJCkJSUhN69e/N3GRCVxr5n165dQ0pKCiZOnAhlZWX+47Kyspg6dSqysrKQl5fH+EwAABg7diymT5+OuXPn4s2bN006R0PuKwSpOfcVtbW1tEEyJTHobyolFUJDQxEeHo6DBw/ybxg4HA48PDw+Ofbt27cIDQ3FwoULRR1T4hw4cACzZ8/G0qVLERYW9sUmiwcPHkRKSgoCAgKaNFZxcTGePHmCfv36QV1dvUGv+fAGqCW5dOkSvLy8EBAQgPHjxzMdp15lZWW4fft2i+4H8F99+vTBli1bsHbtWqlZA95YtbW1+P7773Hs2DFERkZi7NixTEcSOENDQ7i6uuLChQsoLCxEdHQ0OBwOTpw4ARsbG3To0AGTJk3C/v378erVKygrK8PCwkLifye6d+8OeXl5pKamfvJcamoqWCwWevfuzX9MHK7T8vLycHZ2xv3793Hu3Dnk5+fj22+/5e8yQIQ8xbux71lsbCwAwNzc/JPj6x4rKSkRiyIAAAQFBUFJSalJO6Q0976iKZpzX8Hj8VpkA1xKMtEiACXx0tPT4ebmBg8PD4waNeqrxx86dAi6uroYOnToZ58/cuQITE1NoaKiAnV1dQwZMgTh4eGCji329u/fD1dXV3h6esLPzw8sFqveY7Ozs+Hh4YGDBw9CTU2tUeOUlpbi+vXrGDNmDNhsNsLCwpobXaqlpKRg6tSpmDVrltg3q7x69SqqqqowfPhwpqOIlUWLFmHKlCmYMWMGcnJymI4jUrW1tZgzZw5OnDiB06dPY8yYMUxHErq6WQKBgYHIyMhAeno6Nm7ciIqKCri5uUFHRwfm5uaoqanBxYsXUVNTw3TkJmvfvj0CAgJw7949rFy5Enl5eSgsLMTmzZvB5XKxZs0aGBsbf/U8X7tO16c5128ZGRk4ODjgxo0biIuLg4aGBhwdHdGvXz+EhYWhtra2UVkaqrHvWV2xQEdH55NzderUCQBQWVkJeXl5oeRtLHV1dRw8eBDnz5/H0aNHG/y6ptxXMH3/RmcCUBKF6QUJgkB7ArRcVVVVZODAgaR///6ksrLyq8fzeDxibGxM9uzZ89nnLSwsyMyZM0lSUhJ59+4dSU1N5a9DW7x4saDji629e/cSFotFfvnllwYdb2dnRxYuXMj/7yNHjnxx7V6ddevWEQAEALGysiL//PNPkzO3hJ4Ar169Irq6umTo0KEN+n1n2tKlS0mvXr2YjiGWSkpKSJcuXQiHwyE8Ho/pOCJRU1NDpk+fTlq1aiXWfSxEqbS0lJw5c4a4uLiQ9u3bEwBEU1OTODs7k+PHj5P8/HymIzZJREQE0dHR4f/7rqWlRQ4cONCg137tOl0fYVy/79y5Q2bOnElkZWWJoaEh2bFjB6moqGjSub6moe9ZXZ+AmzdvfvLckydPCACioKBANm/eLJScTbV48WKirq5OMjMzG3R8Y+8rhPH339j7iqlTp5Jx48Y1aSyKErEbtAhASTQPDw+ioqJCUlNTG3T8xYsXiZqaGnn79m2jxvnmm2/qvehKm4CAAAKArF+/vkHH79+/nxgaGpJ3797xH2toEYCQfxsCPnr0iMyfP5/IysqStWvXNim3tBcBKioqyKBBg4ihoSHJy8tjOk6D9O3blyxZsoTpGGIrKSmJyMvLk507dzIdReiqqqrI+PHjSatWrUhMTAzTccQSj8cj7dq1Iw4ODoTD4RAFBQUiIyNDzMzMiJeXF4mOjhb74h+PxyMuLi5EXl6ebNu2jeTm5pK8vDwSHBxMlJWVyeTJk0l1dfUXz9HU63R9BHH9Tk9PJ25ubkRJSYm0b9+e+Pj4COyes7Hv2ZeKAGlpaQQAkZeXJzt27BBIPkEpLy8n3bt3J9bW1l8tfDb3vuJDzfn7b+x9xeTJk8mECRMaPQ5FMYAWASjJdeXKFSIjI0MOHz7c4NfY2dmRRYsWNXqszZs3EwBk1apVjX6tJNm8eTNhsVhk+/btDTo+MzOTqKurk7/++uujx5t6sR43bhwB0KRvCaW5CMDj8cj06dOJhoYGefz4MdNxGiQvL4/IyMg0qyt0S7BmzRqipKREHjx4wHQUoamsrCRjx44lKioqJDY2luk4Ym3atGnE2tqaEPJv9/r/7jigoqJCOBwO2bFjB3n+/DmzYT8jNDS03m9ef/nlFwLgq9eXpl6n6yPI63dubi7x8fEh6urqpHXr1sTNza3BuxfUp7HvmZOTEwHw2WLanTt3+EWAxs6kEIXbt28TeXl5EhAQUO8xgr6vaM7ff2PvKyZMmEAmTZrU6HEoigG0CEBJpry8PMJms8nUqVMb/JrHjx8TFovVpC2A6i4+Li4ujX6tpDh8+DBhsVgkMDCwwa8JCgriT1382p8nT5589XwHDx4kAIi7u3uj80tzEcDHx4fIy8sTLpfLdJQGO378OJGTkyMlJSVMRxFrsMcSdAAAIABJREFU1dXVZMCAAcTMzIxUVVUxHUfgKisryZgxY4iqqir5888/mY4j9g4dOkQUFBQ++ga0Tnp6OgkODiZOTk5EXV2dACCGhobE1dWVREREiMX/a1OnTiUAyPnz5z95Lj4+ngAgtra29b6+Odfp+gjj+l1SUkJ27NhB2Gw2UVRUJK6urg2e5v5fjX3Pfv75ZwKAhIaGfnL877//zi8ChISENCmPsG3YsIEoKiqS5OTkzz4v6PuK5vz9N/a+wt7ennz//feNHoeiGEC3CKQk06JFiyArK4vdu3c3+DU7d+7E0KFD0aNHj0aPV9e8S1tbu9GvlQSxsbFwdXXFihUr4Obm1uDXLVq0CISQT/4cOXIEALBu3Tr+Y126dPnq+ep2HygsLGzaDyKFTp06hbVr1yIwMFCiuuzHxMRg4MCBaN26NdNRxJqcnBxCQ0Px8OFD+Pv7Mx1HoCorKzFx4kRcvXoV0dHRsLKyYjqS2LO3t0d1dTXi4uI+ea5ux4GIiAjk5+cjMTERM2fORFJSEqZMmYK2bdvC3Nwcvr6+SEpKEnpX+88pKyv76jHv3r2r97nmXKfrI4zrd+vWreHu7o6MjAzs3LkTly9fRpcuXeDs7IyHDx826lyNfc+GDRsGAEhKSvrkuA8fE5fdAf7L29sbFhYWmDRp0md/FwR9XyHK+7d3795BVVVV6ONQlCDQIgAlcc6dO4fIyEj8+uuvn+w1X5/S0lKEhYVh0aJF9R4TEhICMzOzTx4nhCAiIgIA4ODg0LTQYiwpKQmOjo6YOHGiSPYuX7ZsGWbMmPHZ5y5dugQAGDBggNBzSIKkpCT+LgALFixgOk6jxMTESFTRgkkmJiZYv349fvnlFyQkJDAdRyDKy8vh4OCAuLg4XLlyBYMGDWI6kkRgs9no2bPnV7cKlJOTg5mZGXx9fZGYmIjc3FyEh4fDzMwMISEhMDc3R/v27fnbEIpqF4qBAwcC+Pf///+q29quvt+Fhlyn68PU9VtRURGurq54+vQpQkJCkJSUhF69evF3GWiIxr5n3333HXr06IFTp07h/fv3/Mdra2tx4sQJdO7cGbW1tWJbBJCRkUFYWBiKioqwbNkygZxTXO7fysrKoKKiIvRxKEogRD33QBjocoCW482bN0RbW5vMmzevUa/bvn076dChwxcbEv36668EAFm4cCF58uQJqaioIKmpqWT69OlSuzvAs2fPCJvNJsOHDxdow6kvrd3z8PDg7zzw/Plz8v79e/L8+XOyfPlyAoCYmZmR8vJy/vHPnz8nMjIyBABJSkqqd0xpWw6QlZVF2Gw2GTlyJKmpqWE6TqM8ffqUACBXr15lOorEqK2tJVZWVqR3794SvyygrKyMWFtbEw0NDXL79m2m40gcQeyq8eDBA+Ln50c4HA5RVFQkAEiPHj34DQbfv38voLQfKyoqIl27diXy8vIkMDCQvH79muTn55OQkBDSqlUr0qlTJ5KTk/PZ1zbkOl3f9UBcrt88Ho/89ttv5NtvvyUAiIWFBfntt9++2AivKe/ZjRs3iJKSEpkyZQp59eoVyc/PJ/PmzSNycnLk4sWLBAA5ffq0sH/cZjl9+jQBQE6ePNmg4790X9HYv39h3Vd07dq1wU2VKYphtCcAJVkmTJhA9PX1SWlpaYNfw+PxSJcuXciaNWu+eNz79+9JZGQkGTduHDEyMiKKiopEXV2dWFlZkfDw8OZGFzv5+fmkW7dupHfv3gL7f2fevHmfXbdnZ2fHP6akpISEhIQQOzs7oq+vTxQUFIiqqioxMzMjmzZt+qgAQMj/X6xZLNYnWwheuHCh3rWCv/76q0B+Jia8f/+eDBw4kJiYmDTqd11c7Nu3j6ioqAjtg4a0evr0KVFWViZ+fn5MR2myd+/ekeHDhxMNDQ2SkJDAdByJdOnSJQKAZGVlCeR8ZWVl/AaDZmZmBABp1aoV4XA4xM/PT6Dr7wkhpLCwkHh6epLu3bsTRUVFoqCgQIyMjMiPP/5IcnNzP/uahl6n67seiOP1Oy4ujowePZqwWCzSt29fEhoaWm+BoynvWXJyMhkxYgRp3bo1UVVVJcOHDyfx8fGkrKyMAJCIpqxz584lGhoaX+yn0JD7isb+/QvrvqJDhw5itysDRdXjBosQBhaNCdiVK1dgb2+P4uJiqKurMx2HEpKjR4/C2dkZly9fhq2tLdNxJFpNTQ1sbGyQmZmJv//+G2w2m+lI1AfmzZuH48eP4+bNmwJdGysqdWs9//jjD6ajSJwNGzZg48aNuH//PgwNDZmO0yhlZWUYPXo0Hj58CC6Xi969ezMdSSJVVFRAU1MTe/fuxezZswV+/mfPnoHL5YLL5SIqKgolJSUwNDQEh8MBh8OBra0tvZcSoHv37mHr1q04fvw4dHV14ebmBldXVygrKwtlvOLiYmhoaODKlStif69UVlYGMzMztG/fHrGxsZCVlWU6UrOoq6tj27ZtmDt3LtNRKOprbtKeAJREyMnJgbu7O3788Uexv6hJguXLl+PWrVs4ffo0LQCImSNHjuDXX3/FwYMHJbIAwOPx8Oeff9J+AE3k6ekJfX39Jq2LZlJJSQlsbGzw6NEjxMTE0AJAMygrK8PCwuKrfQGa6sMGgwUFBUhMTISrqytSUlI+ajDo7e2N+Ph48Hg8oeRoKfr27YuwsDA8fvwYo0ePhre3NwwMDODr64vi4mKBj1dVVQVAfBsDfkhFRQXh4eG4efMmAgICmI7TbGVlZbQxICUxaBGAkgguLi5o06YNNm7cyHQUiXf27Fns2LEDe/fuRb9+/ZiOQ33g7t27mDdvHlasWIGJEycyHadJ7t69i/z8fHA4HKajSCQFBQXs27cPV65cwZkzZ5iO0yDFxcWws7PD8+fPERMTg169ejEdSeLZ2NggKipK6B/AZWVlYWZmBi8vL8THx+P169c4fvw4zMzMcOzYMQwZMuSjBoPZ2dlCzSPNDA0NERgYiIyMDMyfPx+BgYHQ09ODu7s7Xr16JbBxJKkIAAD9+/fHunXrsHr1aty6dYvpOE329u1b1NbW0lk0lMSgRQBK7IWGhuLy5csIDQ2lFdZmSk1NxezZs7F48WLMmjWL6TjUBwoLC+Ho6AhLS0usXbuW6ThNxuVyoaWlRb8JboYhQ4Zg1qxZ+PHHH1FSUsJ0nC+qKwC8fPkS165dQ8+ePZmOJBVsbW2Rn5+Pe/fuiXRcLS0tODk5ITg4GFlZWUhPT8fq1atRVFQENzc3dO7cGUZGRnB3dweXy0VlZaVI80mD9u3bw9fXF5mZmVi7di0iIyNhYGAAZ2dnPH36tNnnl7QiAPDvrkFWVlaYPn063r59y3ScJsnLywMAtGvXjuEkFNUwtAhAibX8/HwsW7YMP/74IywtLZmOI9Hevn2L8ePHo2fPntiyZQvTcagPEEIwe/Zs8Hg8hIeHS/S6yJiYGHA4HMjI0MtLc2zZsgVVVVX45ZdfmI5Sr6KiItjY2CA3Nxd//vknunbtynQkqWFqago2m42oqChGcxgaGsLd3R3R0dEoKCjAhQsXMHLkSFy6dAk2NjZo27YtHBwcEBQUhMePHzOaVdK0bt0a7u7ueP78Ofbv348bN26gR48ecHZ2RkpKSpPPK4lFABkZGYSGhqK4uBhLlixhOk6T1BUBtLS0GE5CUQ1D79Iosebp6Ql5eXmJ/mZUHBBCMHPmTBQXF+P06dMSdXPQEmzbtg2XLl3C8ePHJfoGoqqqCtevX6f9AARAS0sLGzduxO7duwXy7aCg5eXlwcrKCm/evMGff/6JLl26MB1JqrBYLAwfPlxofQGaQkVFBaNHj8auXbuQlpaGZ8+eISAgAHJycli1ahW6d+8OPT09/PDDDzhx4gT/QxH1ZYqKinB2dsbDhw8REhKC5ORk9O7dGw4ODrhx40ajzyeJRQAA6NixIw4cOIBDhw7h2LFjTMdptPz8fAC0CEBJDloEoMRWXFwcQkNDsWvXLrrGqpl2796NixcvIiIiAh06dGA6DvWBhIQErFy5EuvWrZP42S7Xr19HWVkZLQIIyNy5c9G1a1esWLGC6SgfefPmDaytrVFSUoK//vpL4nYxkBQ2NjaIi4tDWVkZ01E+y8DAAPPnz8fZs2dRWFiIxMRELFy4EJmZmZg1axa0tbVhZGSEefPmITIyUmKneYuKvLw8nJ2dcf/+fZw/fx4FBQUYPHgwLC0tceHCBTR0M6+6IoC8vLww4wqFo6Mj3N3dMW/ePDx8+JDpOI2Sn58PJSUlqKioMB2FohqEFgEosVRVVYX58+fDzs4OEyZMYDqORHv48CGWL1+O1atXS/yHTGlTXFyMyZMnw9LSEsuXL2c6TrPFxMTAyMgIBgYGTEeRCrKysvDz88OpU6dw/fp1puMAAF6/fo3hw4fj/fv3iI+Pp3/XQmRvb4/q6mrExcUxHeWrPmwwGB0djcLCQkRHR8PJyQlJSUmYPHky2rdvDxsbG/j7+yMpKYnuOlAPFosFBwcH/P3334iLi4OGhgYcHR1hamqKsLAw1NTUfPH11dXVACRvJkCdzZs3w9TUFOPHj5eowlFeXh7tB0BJFFoEoMTS5s2bkZGRgd27dzMdRaJVVlZi+vTp6NWrF1auXMl0HOo/5s6di8rKSpw4cUIq1tDX9QOgBGf06NGwtrbGsmXLGvxNoLDk5uZi+PDhqK6uxp9//gkdHR1G80g7NpuNnj17itWSgIZSUVEBh8OBn58fEhMTkZOTg9DQUBgaGmLXrl0wNzf/aNeBjIwMpiOLpbpZAHfv3kXfvn0xd+5cGBsbIzAwEBUVFZ99jaQuB6gjLy+P48ePo6CgAPPmzWM6ToMVFBTQIgAlUST/rpOSOk+fPsXGjRvh4+NDp5k206pVq/DkyRMcO3ZMIqcGSrOQkBCcO3cOR48elYobh5KSEiQmJtKlAEIQEBCA27dv4+zZs4xlyMrKwpAhQ8Dj8fDnn3+iU6dOjGVpSWxtbRlvDigIbDabv+tAdnY20tPTsWHDBgD/doY3MDD4aOlAUVERw4nFS58+fRAWFoa0tDQ4ODhgxYoV0NfXh6+vL4qLiz86VtKLAADQuXNnhIWF4eTJkwgJCWE6ToO8efOG9gOgJAotAlBix93dHUZGRvjpp5+YjiLRrl69iu3btyMoKIh27RYz6enpWLp0KTw9PTFs2DCm4wjEX3/9BR6PJzU/jzgxNTXF5MmT4enpyb/BF6UXL15g2LBhkJeXR2xsLDp27CjyDC2VjY0NHjx4gOzsbKajCJShoSFcXV0RERGBwsJCxMXF8ZcOTJkyBe3atYO5uTm8vb3B5XIZ+b0XRwYGBggMDERGRgYWLFiAwMBA6Orqwt3dHa9evQIgHUUAABgxYgS8vLywePFi3Llzh+k4X5WdnU1nR1EShUWYnl8oAFeuXIG9vT2Ki4tpAzkJd+LECUyfPh1xcXEYPHgw03EkVlFREXr37o1vv/0WkZGRTMehPlBTUwNLS0tUV1fjxo0bEn+jVsfNzQ3Xr19HUlIS01GkUkZGBrp164bdu3fjhx9+ENm4mZmZGD58ONTU1BAdHS0Vs1YkSUVFBTQ1NbF3717Mnj2b6TgikZ+fjz///BNcLhdRUVHIyMiAiooKvv32W3A4HHA4HPTv3x8sFovpqIwrLS3FoUOH4O/vj8LCQkyaNAmDBg3CokWLUFVVJfEzAHk8Huzs7JCRkYHExESxvsfv1asXJkyYINbbulLUB27SmQCU2CgvL4enpye+//57WgBoJg8PD/B4PAQHBzMdhfqPNWvW4P79+zh27JjUFAAAgMvl0n4AQqSvrw9nZ2f4+fl9tTGYoGRkZMDKygqtW7cGl8ulBQAGKCsrw8LCQiL7AjSVlpYWf+nA8+fPkZ6ejm3btkFDQwP+/v4wNzdHhw4d+P0EXr58yXRkxrRu3Rru7u54/vw59u/fj5s3b+LHH38EAPzzzz8Mp2s+GRkZHD16FGVlZXBxcWE6zhdlZ2fTZVKURKFFAEpsbN68GSUlJVi3bh3TUSTaX3/9hcOHDyMoKAiamppMx6E+EB8fj82bN2Pbtm3o3r0703EEJicnB48ePaL9AITM29sbmZmZOHXqlNDHSktLg6WlJTQ1NcHlculaVwbZ2NggKiqqxXbT/3DpQF5eHhITE/HTTz+hqKgIixcvho6OTovfilBRURHOzs5ITU3FokWLwGKxMGDAAP4uA5Ksffv2CA8Px5kzZ7Br1y6m43zWu3fvUFJSQpcDUBKFFgEosfDy5UsEBARg9erVYLPZTMeRWBUVFXBxccGoUaMwfvx4puNQHygvL8ecOXNgZ2cnUR2PG4LL5UJBQQEWFhZMR5FqRkZGmDhxIjZt2iTUnQIeP36MYcOGgc1mIzo6Gm3bthXaWNTX2draIj8/H/fu3WM6CuP+uxVhfn4+fvvtN4wePRpxcXGYNGkStLW1+TsTJCQkoLa2lunYIiMjIwNTU1OoqKjg/PnzKCwshIWFBX+XAUldAWxlZQUfHx94eHjgxo0bTMf5RF3PDloEoCQJLQJQYsHb2xva2tpwd3dnOopE8/HxQV5eHvbt28d0FOo/Vq5ciby8PKlcohETEwMLCwuoqKgwHUXqrVixAvfv38fFixeFcv7U1FQMGzYM+vr6iI2NpbOJxICpqSnYbLZU7BIgaGpqanBwcEBgYCAePnyIrKws7N27F2w2G4GBgfjmm2/Qrl07jB8/Hrt370ZqairTkYWuqqoKCgoKcHBwwPXr1xEXFwcNDQ04OjrC1NQUYWFhIltSJEirVq2CtbU1pkyZgoKCAqbjfKSuCECXA1CShBYBKMYlJycjPDwcW7ZsgaKiItNxJNa9e/ewY8cObNmyhV6IxMzff/+NoKAg7Ny5Uyq/KYiNjaVLAUSkT58+GDVqFNavXy/wcz969AjDhg2DkZERLl++jNatWwt8DKrxWCwWhg8f3qL6AjSVjo4OZs+ejaNHj+LVq1dIT0+Hn58f5OTk8PPPP8PExARsNpvfT+DFixdMRxa46urqj/rN1M0CuHv3Lvr27Yu5c+fC2NgYgYGBqKioYDBp48jIyODYsWNgsViYNWuWWM1qyM7ORqtWrWjRlJIotAhAMYoQAnd3dwwaNIhOX2+GmpoazJkzBxYWFiLtHE59XXl5OWbPng17e3s4OzszHUfgHj16hOzsbFoEEKEVK1bg1q1buHr1qsDOeffuXQwdOhRdu3bFH3/8ATU1NYGdm2o+GxsbxMXFoaysjOkoEuVL/QTc3d2hp6f3UT+BwsJCpiM3W91MgP/q06cPwsLCkJaWBgcHB6xYsQL6+vrw9fVFcXExA0kbT1NTE+Hh4YiKisKWLVuYjsOXnp4OAwMDumMFJVFoEYBi1MmTJ/H3338jMDCQ/uPZDPv27cPDhw8RHBxM30cxs3r1aqldBgD82w9AXV0d5ubmTEdpMQYPHgwLCwsEBQUJ5Hx37twBh8NBjx49aAFATNnb26O6uhpxcXFMR5FY/+0nUFhYiOjoaDg5OSElJQXTpk2DtrY2zM3N4e3tDS6XK1HflNeprwhQx8DAAIGBgcjIyMCCBQsQGBgIXV1duLu7IycnR4RJm2bw4MHw9/fHqlWrEBMTw3QcAP8WAYyMjJiOQVGNQosAFGPev3+PFStWYPbs2fQDRDMUFBTA19cXS5cuhbGxMdNxqA8kJSVh586d2Lp1q9Qu0YiJiYGVlRXk5OSYjtKiuLq64vz583j16lWzzpOUlAQOhwMzMzNcvnwZqqqqAkpICRKbzUbPnj3pkgABUlZW5jcQjI+PR2FhIS5fvgwOhwMulwtbW1u0bt36o6JAdXU107G/6mtFgDra2trw9fXFixcvsG7dOpw6dQqGhoZwdnbGkydPRJC06X766SdMnz4dkyZNwrNnz5iOg2fPnsHQ0JDpGBTVKLQIQDEmMDAQ+fn5dEvAZvL29oaSkhJWrlzJdBTqAzweD4sWLcLgwYMxZ84cpuMIRW1tLa5evUqXAjDAyckJampqCAsLa/I5EhMTYWNjg2+++Qbnz5+HsrKyABNSgmZra0ubAwqRmpoavyiQmJiInJwchIeHw8zMDMePH4eNjQ00NTVhY2MDf39/JCUlidW69Dr/7QnwNWpqanB3d8ezZ8+wf/9+3Lx5E927d4eDgwOSkpKEmLR59u7dCwMDA4wfPx7l5eWMZqEzAShJRIsAFCNKSkqwefNm/PTTT+jYsSPTcSRWUlISDh48iICAAPoNnpjZtWsX7ty5g3379kntEo2EhAQUFxeDw+EwHaXFUVZWxowZM7B///4m7R9//fp1WFtb49tvv8XZs2ehpKQkhJSUINnY2ODBgwf8TuSUcLHZbDg5OSE4OBiZmZlIT0/H1q1boaGhAX9/f5ibm6NDhw78JoOZmZlMRwbQ8JkA/6WoqAhnZ2ekpqbi3LlzePXqFczNzWFjY4Pr168LIWnzKCsr4/Tp03j58iVcXFwYy1FaWor8/Hw6E4CSOLQIQDFi+/bt4PF4+Omnn5iOIrEIIfjxxx8xePBgTJ48mek41AdevXoFHx8feHl5oUePHkzHERoul4uOHTvCxMSE6Sgt0vz58/H8+XPExsY26nXx8fEYMWIEhgwZgjNnztACgIT47rvvoKSkBC6Xy3SUFulrTQb19fXFoslgU4sAdWRkZODg4IDExERER0ejoqIClpaW/F0GxGn2g56eHk6cOIGTJ09i+/btjGRIT08HAFoEoCQOLQJQIldUVITAwEAsW7YMGhoaTMeRWKGhoUhISEBQUJDUftMsqX788Udoa2tL/RKNmJgYOguAQSYmJhg8eDD279/f4Ndcu3YNI0aMgJ2dHc6ePUu3ZZUgysrKsLCwoH0BxEB9TQYnTZqEO3fuYOrUqdDW1saAAQPg7e3N/zAtClVVVZCXlxfIuTgcDuLj4xEXFwcNDQ04Ojqib9++CAsLQ01NjUDGaC5ra2ts2LABnp6ejCyXSUtLg5ycHC0CUBKHFgEokfP394ecnBzc3NyYjiKxKioq8PPPP+OHH35A3759mY5DfYDL5eLMmTMICgqS6m9Yy8vLcePGDdoPgGGurq44d+4c8vLyvnrs1atXMXLkSIwcORLh4eEC+6BAiY6NjQ2ioqKatASEEp66JoObNm3C7du3UVxcjMuXL8Pa2hpcLhd2dnafNBmsrKwUSpbmzgT4nLpZAPfu3YOpqSnmzp2Lrl27IjAwUCx2UFi+fDkmTpyIadOm4fnz5yId+9GjRzA0NBT4e05RwkaLAJRI5eXlYffu3fD29qbbUDXDjh07UFxcDF9fX6ajUB+ora3F0qVL4ejoCFtbW6bjCFVcXBwqKysxfPhwpqO0aBMmTICcnBzOnTv3xeMuX76MESNGYPTo0Th27BgtAEgoW1tb5Ofn4969e0xHob5AVVX1oyaDWVlZOHjwIHr37s1vMti2bVvY2dnB398ft2/fRm1trUDGbmxjwMbo3bs3wsLC8OTJE4wZMwYrVqyAvr4+fH19UVRUJJQxG4LFYuHQoUPQ09MTeaPAR48e0SVxlESiRQBKpDZu3Ag1NTUsWLCA6SgSq6ioCFu2bIGHhwfYbDbTcagP7Nu3D48fP8bmzZuZjiJ0MTExMDExgY6ODtNRWjQVFRX+1P76XLp0CePGjcPYsWNx9OhRup2jBDM1NQWbzaa7BEiYTp06YebMmTh06BAyMzPx8uVLHDp0CPr6+ti9ezcGDhyINm3afLTzQFNnewhjJsB/6evrIzAwEBkZGViwYAF27twJPT09uLu7IycnR6hj16euUWB2djZcXV1FNi4tAlCSihYBKJHJyclBcHAwVq1ahVatWjEdR2KtXbsW8vLy8PDwYDoK9YGioiL4+vrC3d0dxsbGTMcROtoPQHyMGzcOsbGxKC0t/eS5ixcvYty4cZg2bRotAEgBFouF4cOH074AEq5jx478nQdevHjx0c4DW7Zsgbm5Odq3bw8HB4dGb0coiiJAHW1tbfj6+iIzMxPr1q3DqVOnYGBgAGdnZ6SlpYkkw4f09fURHh6OEydOYOfOnUIfr7a2Fk+ePKFFAEoisYg4tflsoitXrsDe3h7FxcVQV1dnOg5VjwULFuCPP/5AWlpai2pGVVZWhuLiYhQXF+P9+/coLi7mX8zfv3//0Xo6NTU1/k26vLw8VFVVoaqqijZt2kBdXR25ubno3r07tm/fTmdTiJklS5bg+PHjSEtLk/p/hwoKCqCtrY0zZ87A0dGR6TgtXnFxMdq3b4/Q0FBMmTKF//jvv/+OiRMnwtnZGfv27YOMDK37S4PDhw9j3rx5KCwshIqKCtNxKCF49uwZuFwuuFwuoqOj+f+PDx06FBwOBxwOp95GdKNHj4aWlhYOHz4s2tAAKisrcfLkSWzYsAFPnz7FyJEj4ePjA3Nzc5Hm2LhxI3x8fBAdHQ0rK6sGvaa6uhpFRUUoLCxEWVkZSktL+Us0ysrKUFVVBeD/780AIDc3FzNnzkRERASGDh0KDQ0N2huAkhQ3aRGAEons7GwYGRlh9+7d+OGHH5iOIxD5+fl48uQJMjMzkZubi6ysLLx69QrZ2dl4/fo1CgsLUVxcLNAOuoqKipCVlYWenh46deqEjh07QkdHB2w2G507d4aenh66du3Kv0BRovHs2TN0794dQUFBIp2GyJTIyEhMnToVeXl5dIcPMWFjYwNNTU2cPHkSwL9/R9OnT8ecOXOwd+9eWgCQIrm5uejYsSP++OMP2NvbMx2HErLa2lrcvXsXXC4X8fHxuHbtGkpLS9GhQwdYWlqCw+HA3t4eurq6AP7tG6Gvr9+oXUMEjcfj4eLFi1i7di0SExNhYWEBLy8vODg4iGR8QgimTJmCmJgYJCQkQFNTE6mpqXj+/Dmys7ORlZWFrKwsZGdnIzc3F0VFRXj37p1AxlZRUYGGhgbatWuHzp07Q1dXFzo6OtDR0YGBgQG6d+8PI0DqAAAgAElEQVQOTU1NgYxFUc1AiwCUaHh4eODkyZN49uyZxFVJX758iTt37uCff/7B48ePkZaWhrS0NP4ewHJycmjfvv1HH8bbt28PTU1N/jf4bdq0QZs2baCsrPzRt/0KCgoffZNTUlLCXwdYN0vg7du3KC4uRklJCX9GQWFhIV6+fMkvOrx69Qpv3rzhn6dTp04wNjaGsbExunXrBlNTU/Tr1w9t2rQR4TvXcjg7O+PmzZt4+PBhi5huPX/+fNy7dw83btxgOgr1P3v27IGXlxfy8vJw/vx5zJgxAz/88AP27NlDtxCVQr1794atrS22bt3KdBRKxGpqanDv3j3+TIG6Jq2GhobgcDi4du0aBg0ahEOHDjEdFQAQHx+PX375BVwul18MGD16tFD+XaqpqUFKSgpu376NO3fu4OjRo1BQUEBBQQGAf+/X2Gw29PT0+B/MO3ToAA0NjY/+qKmpQVVVld9AVVlZmb/bT3V1Nb9gQAhBcXExysvLUVhYiKKiIv6f3NxcvHz5EpmZmcjOzkZOTg5/NoG2tjZ69uyJ7t27o1evXjA3N4epqanE3R9TEo0WASjhKykpgZ6eHlavXo1ly5YxHeeLiouLERcXhxs3buDOnTtITk7GmzdvwGKxYGBgwP9QXfcB29jYGDo6OmLxLVtVVRUyMjI+KlSkpaXh0aNHeP36NQDA0NAQ/fr1Q//+/WFpaYlvvvlGqrexE4WUlBT07dsXx44dw+TJk5mOIxJdunTBlClTsH79eqajUP+Tk5ODzp07Y9myZdi2bRvc3NzoB0Qp5uHhgaioKNy/f5/pKBTDysvL8ffffyM+Ph7Xr19HTEwMCCH8okDdH6ZnbcXHx8Pf3x8XL15Er169sGzZMkybNq1ZhfPi4mLExsYiPj4eCQkJSE5ORnl5OVRVVdGzZ0+YmJigR48e6NGjB0xMTKCnpwdZWVkB/lQNRwhBVlYWUlNTkZKSgtTUVDx8+BD3799HSUkJFBUVYWpqigEDBmDw4MGwtraGtrY2I1mpFoEWASjh8/Pzg5+fH168eIHWrVszHecjpaWliI2NxdWrV3H16lXcu3cPhBCYmJigf//+/A/M/fr1k+jfrZycHCQnJ/MLG4mJicjOzoaSkhIGDhwIKysrfPfdd7C0tKRbhzWSk5MTnjx5guTkZLEoBglbZmYm9PX1ERsbi2HDhjEdh/qArq4usrOz4eHhgS1btjAdhxKiui0fs7Ky6A4d1Ef69+8PY2Nj6Ovrg8vl4s6dO2CxWDA1NYWFhQUsLS1hZ2fH2P3Y/fv3sWXLFhw/fhw6OjpYsmQJXFxcGtQwura2FtevX0dUVBS4XC4SExMB/DszZuDAgfjmm28wYMAA9OjRg7EP+41FCMHjx4+RkJCA27dvIyEhAUlJSaitrUXfvn3B4XBgY2MDKysrOlOAEiRaBKCEi8fjwdDQEOPHj8e2bduYjgPg3w8xV65cwYULFxAdHf3RNDoOh4Nhw4ZBS0uL6ZhCl5OTg+vXr/PXGT58+BAqKioYNmwYHBwc4OjoiPbt2zMdU6ylpaXBxMQEERERmDBhAtNxRCIkJATu7u4oLCxsUQ0+xV1ISAhcXV3Rrl07/swfSnpVVFRAU1MT+/btw6xZs5iOQ4mRPn36wNHREevWrQPwb/+iGzdu8K/3ycnJkJWV5X/A5HA4sLS0FPmswIyMDGzfvh0hISFQUVHBwoUL4e7u/smMhdraWty4cQORkZGIiIhAbm7uR/ds1tbWUrfGvqysDDdu3OAv+UhOToa6ujpsbGwwevRoTJgwgTYFpZqLFgEo4bp48SIcHByQmprK6LZpubm5CA8Px5EjR3D37l20bt0adnZ2cHBwwMiRI9G2bVvGsomLZ8+e4ffff8dvv/2Ga9eugRCCYcOGYebMmRg/fjy94HzGvHnzwOVykZaWJjHfOjTX1KlTUVhYiCtXrjAdhfqfX3/9FfPnz8e4ceNw5swZvHnzpkUUMls6DocDNpuNo0ePMh2FEiMmJiaYOnUq1qxZ89nnX79+jWvXrn30BYCysjJ/mSCHw8HQoUNF9q1zXl4edu/ejZ07d6KmpgZz5szB8uXLUVpaiuDgYBw7dgz5+fno378/JkyYgAkTJqBbt24iySYuMjMzcfr0aZw+fRo3b96EqqoqJk+eDFdXV5HvvEBJjZsgUuDy5csEACkuLmY6CvUfDg4OxNrampGxq6qqSEREBBk1ahSRk5Mjbdq0IS4uLiQqKopUVlYykklSFBcXkxMnThBHR0eioKBA1NTUyOzZs8lff/3FdDSxkZubS5SUlMjevXuZjiIyPB6PtG/fnvj7+zMdhfqfvXv3EhaLRX755RdSVFREZGRkyLlz55iORYmAn58f0dLSIrW1tUxHocSIoaEh2bRpU4OPf/nyJYmIiCCurq5EV1eXACAqKiqEw+EQPz8/kpiYKJLfsZKSErJhwwairq5O2rZtSwAQIyMjsnHjRpKeni708SVFdnY22bFjB+nVqxcBQPr370+Cg4NJWVkZ09EoyXKDFgEooXn58iWRlZUlERERIh23pKSE7Nixg+jq6hIZGRnC4XBIaGgoeffunUhzSIvCwkISHBxMLCwsCADSt29fEhwcTCoqKpiOxqj169eTtm3bkvLycqajiMzdu3cJAJKUlMR0FIoQsm3bNsJisci6dev4j5mYmJCVK1cymIoSleTkZAKAJCcnMx2FEiM6Ojpk69atTX59eno6CQ4OJjNnziSdOnUiAIiamtpHRQEejyfAxIRUVlaS0NBQ0qVLFyIrK0uGDBlCIiIiSE1NjUDHkTaJiYnE1dWVqKiokHbt2hEfHx9SVFTEdCxKMtAiACU8AQEBRF1dXWQfFnNzc4mbmxtRVVUl6urqZNmyZSQzM1MkY7cUCQkJZNq0aUReXp507NiRBAQEtMhiQG1tLdHX1yceHh5MRxGpgIAA0rZtW/rNoxgICAggAMiGDRs+enzWrFmEw+EwlIoSJR6PR9hsNvHz82M6CiVGtLW1ya5duwR2vrqigJOTE9HQ0CAAiLa2NnFyciLBwcHkwYMHTT53dXU12blzJ+nQoQNRUlIiixYtIhkZGQLL3lK8fv2aeHt7EzU1NaKpqUnWr1/fIu/NqEahRQBKePr160dcXFyEPs7bt2+Jr68vUVVVJZ06dSI7duwgpaWlQh+3JcvKyiKenp5ERUWF6OrqksOHD7eoD4Z//PEHAUBSUlKYjiJSI0aMIE5OTkzHaPH8/f0Ji8Ui27dv/+S5oKAgoq6uLvBv6ijxNG3aNMaW3FHiqU2bNiQ4OFgo566pqSGJiYlkx44dxMnJiairqxMApEOHDvyiQEM/xMfGxpJevXoRRUVFsnTpUvLq1SuhZG5JCgsLiY+PD1FVVSUGBgbk7NmzTEeixBctAlDC8eDBAwJA6GvIjx07RthsNlFXVycbN26ka6JELCcnh7i6uhI5OTnSp08fcvPmTaYjiYSTkxP57rvvmI4hUpWVlURVVZXs27eP6Sgtmp+fH2GxWGTnzp2ffT4+Pp4AoLOgWohDhw4RBQUFutyN4mvVqhU5dOiQSMaqrq4miYmJxM/Pj3A4HKKkpEQAEENDQ+Lq6kpCQ0NJVlbWR68pKioi06ZNIwDI6NGjyZMnT0SStSXJzs4m06dPJywWi4wYMYLk5OQwHYkSPzekf1NrihGnT59Gx44dMWTIEKGcPzc3F+PGjcOMGTMwbtw4PH36FCtWrPg/9u47rKnz/R/4OyTsjYMpigJFEbBgRRSVDS5wVVu3uFqt4qijrqLycVFXFbWIs9qq2KoFpUgiijirFrfgQFRkCARkE8jz+6O/5CsCshJOSJ7XdXH18uTkOe8k9JyTm3Pup0HzzFKSY2xsjF9++QX379+HoaEh+vbti6VLl6KsrIzpaFJTVFSE6OhojBs3jukoLer69esoKiqCl5cX01EUVnBwMH744Qfs2LEDc+bMqXUdW1tbAMDDhw9bMhrFED8/PwgEAly+fJnpKJSMqKioaLHO/hwOB05OTliyZAni4uKQl5eHuLg4fPXVV7h37x6mTp0Kc3Nz2NvbIygoCIcPH0aPHj1w8eJFREdHIyoqCpaWli2SVZGYmpriyJEjSEhIwLNnz+Dg4IDo6GimY1EyhhYBKKk4ffo0AgICoKQk+V+xc+fOwdbWFvfu3cOFCxewa9cuOh0Ww2xsbBAbG4tdu3Zh9+7dcHJyQkpKCtOxpOLMmTOorKzEiBEjmI7Song8Hjp27IguXbowHUUhrVq1CmvWrEFYWBhmz55d53p6enowNjbGo0ePWjAdxRQjIyPY2toiLi6O6SiUDBAKhaisrISysjIj21dXV4eXlxf+97//4dq1a8jLy0NUVBR8fHzwxx9/IDAwEPb29rh79y4GDx7MSEZF4urqijt37mDQoEHw9/fHkiVLQFr/zPCUhNAiACVxr169QlJSEgICAiQ+9vbt2+Hv7w9/f3/cu3cPbm5uEt8G1TQsFgszZszAvXv3oK2tjd69e+PChQtMx5K4kydPwtPTE23atGE6Sovi8Xjw9vZmOoZCWrFiBdatW4f9+/fj22+/rXf9bt264cmTJy2QjJIFPj4+OH/+PNMxKBkgEAgAoMWuBKiPtrY2Bg0aBCUlJWRkZGDjxo04c+YM/cNNC9LS0sLBgwdx8OBBbNu2DZMmTRL/nlCKjRYBKImLioqCtra2xL+gBwUFYcGCBVi3bh0OHDgATU1NiY4vLYQQDBo0CJs3bwYAVFVVYdiwYdi0aRPDyaSjY8eOuHjxIvz8/ODn54dff/2V6UgSU15eDi6XK5UClywrLCzEzZs34enpyXQUhUIIwfz587Fhwwbs378fkydPbtDzOnXqhLS0NOmGo2SGt7c3Hjx4gDdv3jAdhWJYRUUFANkpAhBCMHPmTGzbtg2//vorFi5cCBaLxVieI0eOoG/fvigtLQUAHDt2DF988YX4fWsJqampaNOmDcaPH4/KykoAQG5uLqysrHDlyhUAQHZ2NmxsbHD16lWJbXfixImIjo7GqVOnMHLkSPG2KQXGbE8CyfiwMaBAICARERHkiy++IAYGBkRPT484OjqSHTt2kPLy8hrPraysJFu3biUODg5EXV2d6OjoEHd3dxIXF9esTEOHDiUAqs3frCiGDh1Khg8fLtExV65cSTgcDjl58qTExvz3338JgGo/Xbp0qbEen8+vsV5jZWVlEWNjY3LkyBEyY8YM4uXlVa17d2hoqHhsU1PTZr0uWSEUCsnSpUsJh8Mhf/31F9NxJCI2NpYA+GT347y8PLJ7927i7u5O9PX1iZqaGrG0tCRjx44lSUlJdT6voqKCbNmyhTg6OhItLS3Srl074ufnR/76668md3qX1H7or7/+IiwWi2RmZtZ4rKmvlxBCzp49S6ysrAibzW5SLmntv2WBUCgkc+fOJWw2m/z666+Neu6aNWuItbV1rY819j1vzme0e/fuGvvOj3/8/PwaPS5VXUlJCVFTUyMHDx5kOgrFsJycHAKAcLlcpqMQQghZt24d4XA4JCoqSmJjOjg41Ltf+fDn4+PfhAkTyNChQ0lMTAwxMDAgKSkpjc7Q1HO24uJiYm9vT2bMmFFjRqX4+HjSpk0bcu3aNeLo6EjWrFnT6FwNcf36daKpqUlmzZollfGpVkP+ZgcYP348AUB++OEHkpWVRXJycsjGjRvFXUg/VFlZSYYMGUKUlZXJjh07SE5ODnnx4gWZMmUKYbFY5Pfff29SnkOHDtW585F3AoGA6OjokLCwMImNuWvXLsJisaTW7Xbq1KkEAFm+fPkn1/P39ycbN25s8nZiY2OJkpISadu2bZ2dWh0cHOSmCCAyc+ZMoqGhQa5evcp0lGabN28esbOz++Q6U6dOJRwOh2zbto1kZGSQ4uJikpCQQLp160bYbHatU/YUFRURV1dXYm9vTy5dukRKSkpIWloaGTVqFAFA7t+/3+isktwPBQUFEQcHh1ofa8rrffbsGRk6dCixt7cnOjo6TfqCKa39tywQCoXku+++I2w2mxw9erTRzz906BBRU1OrVjxq7Hsuic+oIUUAaZ3oKhpPT08ybtw4pmNQDHv79i0BQBISEpiOQk6dOkWUlJTIzp07JTqug4MDiYyMrLZs5syZBACJiYmptnzMmDE1jn/v378nlpaWEjmvbOw525gxY8j8+fPrfHzZsmWExWKR/v37k8rKymZl+5Q///yTKCkpkV27dkltG5TMk68iQFJSEgFAPv/88xrreHt7EwDk5s2b4mUHDx4kAMicOXOqrSsUComNjQ3R19cnfD6/UVnS09OJvr4+mTBhgkIWAS5fvkwANKmyWpsnT54QVVVVqZ4oiqbU6tChQ51z3WdlZRE1NTWpT7Mij0WAyspKMnjwYNKlSxdSUlLCdJxmcXBw+OQBnJD/vhTPmDGjxnLR/snKyqrGY99++y3R0dGp8Zf2oqIioqqq2ugigKT3Q927dycLFy6s9bGmvN6vv/6arF+/nggEAmJqatqkL5jS2H/LAqFQSGbNmkVUVFTIn3/+2aQx4uLiCACSm5srXtbY91wSn9Hu3btJQEBArY+lpKQQVVVVOje4hGzYsIG0bdu2zmMYpRhevnxJADA+XW9+fj4xNDQk06ZNk/jYzS0CSDpLaz1n+/HHH4mGhgadTlZxydcUgenp6QCArl271njMxsYGwH9N60ROnToFABg6dGi1dVksFgICAsDn83Hy5MlGZZg+fTq+/PJL+Pj4NOp58uLChQswNzeHlZVVs8cihGDWrFmws7PDsmXLJJCudn379oWVlRVev34NLpdb6zqHDx+Gl5cXjI2NpZZDXrHZbERERCAvLw9r1qxhOk6TFRQU4MGDB/VOexkREYFffvmlxnIHBweoq6vj+fPn1brzZmVlITw8HOPGjYOhoWG152hqaqKsrAzdu3dvVFZJ7oeysrLw8OHDOvsBNPb1AsC+ffuwdOlScDicJueSxv6baUKhEFOnTkVERASOHz+O4cOHN2kcUdPKvLw88bLGvueS+IwsLS3r/P9lx44dGDZsGIyMjJo8PvV/fHx8kJOTg7t37zIdhWKQrPQEWL16NQQCATZs2CDxsZOSkjBq1KgGrXvs2DGsWLFC4hnkwbJly9ChQwcsXryY6SgUQ+SqCGBlZQVlZeVauyI/efIELBYLdnZ24mVZWVkAgPbt29dYX/RlLzExscHb379/Px4+fIiffvqpsdHlxpUrV9C/f3+JjBUVFYWLFy8iPDwcbDZbImPWRdRw68CBA7U+fuDAAUyZMkWqGeSZkZER1q1bh82bN+Pt27dMx2mSK1euQCgUwtXVtUnPLy4uRmlpKbp3716tMdJff/2FqqqqJo/7MUnvh7hcLpSVlestfnysrtcL/DeNVHNJev/NtKqqKgQGBuLo0aOIjIzEsGHDmjyWqAiQm5srXtbY91wSn5GXlxcWLlxYY3lhYSEOHTqEWbNmNXsb1H969OgBIyMjOkuAgpOFIsC7d+8QFhaGkJAQhZtFpzVRUVFBaGgojh8/jgcPHjAdh2KAXBUB2rdvj59++gl3797FsmXL8O7dO+Tl5WHTpk3gcrlYtWoVrK2txeuLpigRnUx+6N27dwCAly9fNmjbb968wcKFC7F//35oa2s3/8W0QkKhEDdu3ICLi4tExtu/fz+8vb3x+eefS2S8T5k4cSKUlJRw+vRp5OfnV3vsxo0byM7OxtChQ5Gfnw8Wi1XtJyQkBABQWVlZbbmoUl1eXo5Vq1bBxsYGGhoaMDAwwNChQ8Vf/j7lyJEjNbaXmZkpfjw3NxcLFixAly5doKKiAn19fQwcOBDx8fEA0KS80hIYGAhdXV0cOXJEqtuRljt37sDCwgLt2rVr0vMjIyMBAMuXL68xLgDo6+tj4cKF6NChA1RUVNCxY0fMnTu32l9z6yON/RCPx0Pv3r2hpaXVqOfV9XolRZL7b6ZVVVVhypQpOHbsGP744w/4+/s3azwDAwMAAJ/Pl0Q8iTtw4ADMzc0lVjCm/rsCxsPDA3FxcUxHoRgkC0WAyMhIKCsrY+LEiYxl+Njp06erne8kJydj9OjRaNOmjXhZTk4OgP+OH3PnzkWnTp2goqKCdu3aYcSIEUhKSqpz/CdPnmDw4MHQ1dWFhoYG3N3dxZ3+a9t+WVlZted/eC6nqqoKMzMzeHl54eDBg+KZDKRhyJAh6NSpE37//XepbYOSYQzfjyARHzYGJISQEydOEDMzM3HjobZt25J9+/bVeN6OHTtqvaeUEEKcnJwIANKzZ88GZfD19a3WafPXX39VuJ4Ad+/eJQDIv//+2+yx3r17R5SVlclvv/0mgWQN4+PjQwDUaJQyc+ZMMm/evGrLfH19iZKSEnn27FmNcVxcXKo185o2bRrR1dUl58+fJyUlJSQzM5N8//33BACJj4+v9tyP7y+rrKwkCxYsIN7e3iQvL6/auhkZGcTCwoIYGhqSqKgoUlBQQJKTk8mIESMIi8Uie/fuFa/r5+f3ybwt9T7PmTOH2Nratsi2JG3MmDHE39+/Sc/NzMys8/7IgIAAAoAYGRmRcePGkefPnxM+n08OHTpENDU1ibW1tXjfVh9p7Ic6duxIVq9e3ajnfOr1fqyp95tLcv/NpMrKSjJu3DiioaEhsVkNKisrCYA6ewo09j1v6mdUG6FQSKytrWlDKik4cOAAUVFRIUVFRUxHoRhy48YNAoCkpqYylsHNza3Fm1TW1RPgY6Lj7YABA0h8fDwpLi4m169fJ2w2m7x79468ffuWdOzYkRgaGpKzZ8+SwsJC8uDBAzJgwACipqZWo8Gxg4MD0dXVJe7u7iQxMZEUFhaSf/75h9jb2xMVFRVy8eLFWrdfWloqXiY6lzMyMiJRUVHk/fv3JDMzk6xdu5YAIFu3bpXcG1WLJUuWEEtLS6lug5JJ8tUYkM/nk+nTpxNlZWWyZcsWkpmZSd69e0d++eUXoq6uTsaMGUMEAoH4eaWlpcTJyYkoKyuTnTt3kpycHJKWlkZmz55NjIyMCADSr1+/ercfHh5OOnfuXO3Aq4hFgH379hFNTU2JdDSNjo4mLBarRRt7/f777wQA+eKLL8TLSkpKiK6uLrl37161dUVTxX08xUpiYiIxNTUlFRUV4mUWFhakT58+NbZnbW39ySIAn88nvr6+JCgoqNb3dPLkyQRAjS7oZWVlxMTEhKirq4sbzXG53DrzmpubV/v/QprOnTtHANQoaLQG3bt3J8uWLWv083JyckiPHj3ImDFjav0cfX19CQBiYWFR43MICQkhAMjKlSvr3Y409kPJyckEAElMTGzwc+p7vR9r6hdMSe2/mVRRUUFGjBhBNDQ0CI/Hk+jYbDa7zhkSmCwCnD17lmhra5PCwkKJjEf9n4yMDMJiser9IkTJL1Fz5vT0dMYyGBgYkD179rToNhtbBDh37lytj0+aNIkAqDErS0ZGBlFVVSVOTk7VloumK7x27Vq15ffu3SMAasyqU1sRQHQud/z48Rp5/Pz8pF4EiIqKIgBIcXGxVLdDyRz5agx4/Phx7N27F9988w3mz58PQ0NDtG3bFjNmzMDSpUtx/Phx7Ny5U7y+mpoa4uPjERQUhJ9++gnGxsZwdnYGIUR8KWt9TYtevXqFRYsWYf/+/dDU1JTq65N1Dx48QLdu3SRy/35aWhratm0LPT09CSRrmGHDhkFPTw///PMPHj58CAD4888/YWlpWa2XBPBfEyY7OzscPHiw2n23oaGhmDNnDpSVlcXL/Pz8cPXqVcyYMQPXr18X3wKQnJwMNze3WrMkJyfD2dkZSkpK2LZtW63vqagx2uDBg6stV1VVhaenJ0pLSxEbGwsA8PT0xOeff15r3nnz5jWr+VdjiBpGtpbLtEUEAgFSUlJga2vbqOcVFxfD19cX3bp1w9GjR2v9HEX7DS8vrxqfg6jpnehzrIu09kNcLhfa2tro1atXg9ZvyOuVFEnsv5lUUVGB0aNHIzY2FtHR0fDw8JDo+CoqKigvL5fomJLw888/Y+LEiY2+vYSqn5GREWxtbWlfAAXG9O0AJSUlyMvLQ4cOHRjZfkPVdUw7ffo0lJSUMGTIkGrLRf9v3b59G2/evKn2mJqaGpydnasts7Ozg4mJCe7evYuMjIxPZhGdyw0cOLDGYzExMZg3b169r6c5zM3NAQCvX7+W6nYo2SNXRQBRZ3cvL68aj4k6W8fExFRbrq2tjdDQUKSmpqKiogIZGRkICwtDcXExAMDR0fGT24yKikJBQQHc3Nyq3e8zYcIEAMDKlSvFy549e9bs1yjLHjx40Ogu5nUpLS2VSGOqxlBTU8NXX30F4L9+BKL/BgYG1rr+vHnzUFJSgl27dgEAUlJScOHCBcyYMaPaemFhYTh8+DBevHgBT09P6OjowM/PT7zj/xifz8ewYcNgZmaGmJiYWu+hLy8vR0FBAdTU1Gq991vUZf7D/gELFy6skTchIQHTpk375PsiSaLPtKSkpMW2KQnJycmoqKho1O93ZWUlvvzyS5iamuLQoUN1fiHu1KkTANTaQEnU9E50j3tdpLUf4vF4GDBgQLWiVl0a+nolqbn7b6ZUVFTgyy+/BJfLRXR0NNzd3SW+DRUVFQgEAomP2xwpKSk4f/48bQgoRV5eXuDxeEzHoBjCdBFA1FNJR0eHke03VG3FctF5lVAohK6ubo1+SqL+PU+fPq32PFFfgY+Jjt/Z2dl15qjvXK4liP7Y9nE/LEr+yVURQHTi9ylFRUUNGkvUVXrEiBGfXG/27NkghNT4+fXXXwEAa9euFS+ztLRs0LZbqwcPHjT6L6V10dPTA5/PrzG1mLSJZgA4cuQInj17hmvXruHrr7+udV3RlG47d+5EeXk5Nm/ejEmTJkFfX7/aeqIvY1wuF/n5+Th9+jQIIRgxYgS2bNlSY1wOhwMul4szZ87Azs4O08ugE0AAACAASURBVKdPxz///FNtHVVVVejq6qKsrAyFhYU1xhA1S/vwL6FjxoxBhw4dquWdPn16ix54RE3uPn6PZN2DBw/A4XDw2WefNfg5M2fORHl5OU6cOFHtL/yWlpa4fv26+N+iWQFq+2uB6OTh46kDPyaN/VBVVRUuXrxY59SAH2vo620JDd1/M6G8vByjRo3CpUuXEBcXV+fVQJLQ0vvP+vz888/o378/unXrxnQUueXl5YX79+9XKwBTioPpIoChoSE4HE69f/2WRaqqqtDT0wOHw4FAIKj1mEoIqVG0LSgoqHU80fG7thlsPtzmp87lWoJoenVTU1NGtk8xR66KAD179gSAWqvgFy5cAAD07t1bvCwnJwdKSko1pix7//49IiIi8NVXX1WbTYCqG5/PR0ZGhsSuBOjatSsKCwvx4sULiYzXUL169UK3bt2QnZ2NcePGISAgoM4vrKqqqpg1axays7OxefNmHD16FEFBQTXW09PTE09bqaysDG9vb3Gn2LNnz9ZYX1tbG6amptDS0sJff/0FLS0tDBs2rMZBVTSH+MdjlJeXg8fjQV1dHb6+vuLlHA4HQUFB4rzHjh3D3LlzG/cGNVNSUhJUVFRaXUEsNTUVHTt2hKqqaoPWDw4OxsOHD3HmzJl6nzNo0CCYmpri77//rtExOCoqCgCaNV1cU925cwd5eXm1Xln1sca8XklpjfvvkpISDB06FJcvX0ZsbGy145G8e//+PQ4fPozZs2czHUWuDRgwABwOR3zOQykWposAbDYbxsbGSE1NZWT7zTVixAhUVlZW6+wvsnHjRpibm6OysrLa8qKiIty9e7fasvv37+Pt27dwcHAQT1lbF9G53Llz52o89vnnn2P+/PmNfRmNkpqaCg6HU29OSg61WPsBKRI1BkxLSyNWVlZEWVmZbN++nWRlZZGcnBwSERFBNDQ0iKmpKXn79q34ee/evSMAiI+PD3n69CkpKysjN27cIC4uLsTBwYHk5uZW205qaipRUlIiAMjt27c/mUnRGgNeunSJACBv3ryRyHgCgYAYGhqSdevWSWS8xti0aZN4ZonY2NhPrvvu3Tuirq5OWCwWCQgIqHUdXV1dMmDAAHL37l1SVlZGsrKySHBwMAFAQkJCqq378ewAhBBy8eJFoqysTHr37k3KysrEyz+eHeD9+/fVZgcIDw+vkeX9+/dEV1eXsFgsMnHixIa+JRIzePBgMmjQoBbfbnN99913xNXVtUHrHjhwQPz7U9fPx02EYmJiCIfDIQEBASQlJYXw+Xxy+PBhoqmpSZydnUlJSYl43ZbaD61bt44YGhoSoVAo8df7ofqaztX1ehu7/2ZacXEx8fT0JPr6+uTmzZtS356urm6t+wBCJN8YsCG/k1u3biXGxsYt1oRUkfXr148EBgYyHYNiwNGjRwmHw2E0w/jx4xt8vJSUxjYG/LAx34eysrJIly5dSOfOncm5c+dIfn4+yc3NJXv27CEaGho1mvc5ODgQTU1N4urqSq5fv06KioqaPDuAsbExiY6OJu/fvyevX78m3377LTE0NCRpaWlNfFcaZsyYMcTd3V2q26BkknzNDpCfn0/y8vLIokWLiI2NDVFVVSUqKiqkS5cu5LvvvhN3Sv9QXFwc8ff3J0ZGRkRdXZ10796drF27ttpJt4joRIfFYtXoFi8i2hF9/OPr6yvx1y1LwsLCiK6ubr1fGBpj/vz5xNraWqJjNkRGRgbhcDikQ4cOpKqqqt71p0+fTgCQS5cu1fp4UlISmTlzJunatSvR0NAgBgYGpHfv3mTv3r3i1yaameDDn61bt5Jr167VWP7h1Ds5OTlk3rx5xMLCgigrKxNdXV3i6+v7yU7jixYtIgDI3bt3G/nONM/bt28Jh8OptQOurBs5ciT58ssvG7Tu4MGDm/Sl+OrVq8TX15fo6uoSFRUVYmNjQ4KDg2vsi1pqP+Tp6dmgaZ6a8npF3Yhr+/lwasv6Xm9j9t9MKioqIh4eHkRfX5/8888/LbLNj4sAjXnPG7t+fb+TQqGQWFpaklWrVkn+hVI1BAcHEzMzM6ZjUAw4cOAAUVdXZzTD2bNnCYvFIi9fvpT6tuoqQn88+0ht51J1/R00NzeXLFiwgHTu3JkoKyuTdu3aER8fn2pTuIaGhorHMDU1JTdv3iTu7u5ES0uLqKurkwEDBlSbVefUqVONOpczNjYmX331FUlJSZHwO1ZdYWEh0dTUJL/88otUt0PJpGssQmTspsEmiI2NhZ+fH/Lz86Grq8t0HIU0e/Zs3L17V3wvriQ8fvwY9vb22LVrF6ZPny6xcSXtwIEDCAsLw61bt5iOItMCAwNx/vx5PH/+vMUuGZeUvn37omfPnti+fTvTUVpEWVkZDAwMEBYWJu6TQTVNcXExhgwZgkePHoHL5daYaURa9PT0EBoaKtP7Tko6rly5AldXVyQnJ8vcLTGUdIWHh2Px4sWMNnkTCATo3LkzBg4ciPDwcMZyUPVbvXo1tmzZgtTUVBgYGDAdh2pZ1+WqJwDFnBcvXkj8ZKNr166YP38+Fi1aJG5cIov27NmDBQsWMB1Dpl28eBEHDx7Ezp07W10BAPhvlgVFul8uMTERpaWlEp+2TtEUFBTA29sbjx8/Bo/Ha7ECAKXYnJ2doaOjI54xiVIcAoGAsX4AIsrKyti0aRP27dtXo6kxJTtev36N0NBQrFy5khYAFBQtAlAS8fr1a5iZmUl83ODgYLRp0wZjx46t0TSNKRERERg+fDiKioqwZ88e8Pl8jB49mulYMuvVq1cYP348RowYwUiDO0nIzMyU6TnnJY3H48Ha2hodO3ZkOkqrlZ+fD19fX6SmpoLH40msaSpF1YfD4WDAgAG0CKCAKioqGC8CAMBXX32Fvn37IjAwkLGu91TdBAIBJkyYADMzsxZvEE3JDloEoCQiPT1dKtOLaGhoICoqCg8ePMCYMWNQVVUl8W00xenTp6Gvr4/du3fj2LFj1aZEo/5Pbm4u/Pz8oK+vj4iICKbjNEl5eTlKSkoUqlLO4/EaNCsAVTtRASA9PR0JCQkSmzqVohrK09MT8fHxMnPMpFqGrBQBWCwWjh07Bj6fL1PnbtR/5s6di9u3b+PEiRMy8ftCMYMWAahmKykpQX5+vtTmGO3WrRvOnDmDuLg4TJgwgfErAqZNmwZCCAQCAe7evQtHR0dG88iq9PR0+Pj4oKSkBLGxsdDT02M6UpOUlJQAADQ1NRlO0jLy8/Nx584deHp6Mh2lVeLz+fD29kZmZibi4+NhZWXFdCRKAXl7eyM/P5/2qlEwslIEAAATExOcPHkS8fHx+Oabb2ghQEasXLkS4eHhOHLkCOzt7ZmOQzGIFgGoZhPdry+tIgAAuLq6IioqCn///Tc8PDyQlZUltW1RzXf79m04OzujtLQUPB4PJiYmTEdqsuLiYgD/XZWiCETzi7u5uTEbpBV69+4d3NzckJ2djfj4eFhaWjIdiVJQ3bp1g5mZGb0lQMHIQk+AD/Xu3RuRkZE4evQoRo8ezfgfcRRZVVUVvv32W6xfvx579+5FQEAA05EohtEiANVsLVEEAP67vPHatWt49+4devXqBR6PJ9XtUY1HCMGuXbvQv39/2Nra4urVq+jSpQvTsZpFVARQlCsBeDweHB0dFer2B0nIzs6Gp6cnCgoKcPHiRXTu3JnpSJSC8/DwoMdJBSNLVwKIDBkyBOfPn0d8fDy8vLzw6tUrpiMpnJycHAwbNgyHDh3CH3/8gcDAQKYjUTKAFgGoZktPT4eysjLatm0r9W199tlnuH79Or744gt4e3vj22+/pU1nZMTLly/h5eWFoKAgzJ8/H2fPnm21twB8SNGuBOByufRWgEbKysqCh4cHysrKkJiYCAsLC6YjURQ8PT1x5coV8T6Mkn+yWAQA/rua8/Lly+Dz+ejRowf+/PNPpiMpjPj4ePTo0QP37t0Dj8ejVwBQYrQIQDXb27dvYWJiAiWllvl1atOmDU6ePInff/8dJ0+eRPfu3XHkyBEIhcIW2T5VXXFxMUJCQmBnZ4esrCxcu3YNISEhctMssbS0FIBiFAHS09ORkpJCiwCNkJmZCQ8PDwgEAsTHx0tllhSKagovLy8IBAIkJiYyHYVqIRUVFVBWVmY6Rq1sbW1x69YtjB49GiNHjsSECRPw9u1bpmPJLT6fjzlz5sDLywsuLi5ISkqCi4sL07EoGUKLAFSz5efnM3Lp8JgxY/Dw4UP4+Phg8uTJcHJyQmxsbIvnUFSVlZX45ZdfYGVlhdDQUCxZsgS3b99Gz549mY4mUQKBAADkpqjxKefPn4eamhr69u3LdJRW4fXr1+jXrx+EQiHi4+OlfksURTWGiYkJunbtSm8JUCCyeiWAiLq6Ovbs2YMzZ84gMTERNjY2CA0NRUVFBdPR5IZQKER4eDisra0RGRmJ/fv3IzIyEvr6+kxHo2QMLQJQzVZUVAQtLS1Gtt2+fXvs3bsXDx48gJWVFQYOHAgnJyccPnwYlZWVjGSSd0VFRQgPD4etrS3mzJmDoUOHIiUlBStWrICqqirT8SSOEAIALXalC5N4PB5cXV2hrq7OdBSZ9+rVK7i7u0NZWRkXLlxo1c0vKfnl5eWFuLg4pmNQLUTWiwAi/v7+ePToEZYvX441a9bA2toa27dvF195RzWeUChEZGQk7OzsMHv2bIwdOxbJycmYNGkS09EoGSX/Z7WU1BUVFTHeNM3GxgYnTpzA1atXYWFhgcDAQFhZWWHLli3Izc1lNJu8eP78ORYvXgwzMzMsXLgQvr6+SE5Oxi+//AJDQ0Om40mN6DYTFovFcBLpIoTgwoUL9FaABkhLS4O7uzu0tLRw6dIlGBsbMx2Jomrl6emJu3fvIjs7m+koVAuQtdkBPkVdXR1LlizBw4cPMXjwYCxZsgRWVlbYtm0bCgoKmI7XapSWliIiIgKfffYZxo4dCycnJzx48ADbt2+Hrq4u0/EoGUaLAFSzMXklwMd69+6NkydPIiUlBf7+/ggODoaJiQmGDx+OU6dO0UvOGik/Px/h4eFwdXWFlZUVfvvtN/zwww949eoVfv75Z4VogKYoVwI8fPgQGRkZtAhQj5cvX8LNzQ06Ojrgcrlo164d05Eoqk7u7u7gcDjiqT8p+dZargT4kLm5OcLCwvDixQuMHj0aK1asgKmpKaZOnYobN24wHU9mPXjwAHPnzoWJiQlmz54NNzc3PHnyBIcPH8Znn33GdDyqFZDvs1qqRchSEUCkc+fO2L59OzIyMhAREYGioiKMGjUKJiYmmDp1Kk6fPk07JtchOzsb+/btw7Bhw2BsbIx58+ahY8eOOHfuHNLS0rBkyRKFurdMUa4E4HK50NPTg6OjI9NRZFZKSgpcXV1hYGAALpfbIjOiUFRzaGtr0yl1FUhrLAKImJiYYMuWLUhPT8emTZtw+/Zt9O7dGw4ODli3bh2Sk5OZjsi4tLQ0bNmyBS4uLrCzs8Pff/+NZcuW4fXr19i7d2+rn5KZalm0CEA1mywWAUQ0NTUxYcIExMXFIS0tDYsXL8bjx48xcuRItG3bFoMHD8bu3bvx+PFjpqMyprKyEtevX8f69evh4uICY2NjfPfdd6isrERYWBgyMzNx9OhR+Pn5gc1mMx23xSnKlQA8Hg8eHh4K+Rk3RHJyMtzd3WFkZIS4uDi0adOG6UgU1SC0L4DiaM1FABFdXV3MmjULSUlJuH79Ovr27Yuff/4ZNjY2sLe3x+rVq3Hz5k1UVVUxHVXqCCG4e/cuNm3aBGdnZ1hYWCAkJAQ2Njbg8XhITk7GokWL0L59e6ajUq2Q/Le7pqROlosAHzIzM8PixYuxePFiZGdnIzo6GlFRUVi8eDGKiopgaGiIfv36YcCAAXB1dYWtra3MTrXTHEVFRfj333+RkJCAhIQEXL16FUVFRTAyMsKgQYOwZMkSeHt7M97nQVYowpUAlZWVSEhIwPr165mOIpOePHkCDw8PWFhYICYmBjo6OkxHoqgG8/T0xOrVq/Hs2TNYWloyHYeSInkoAnzI2dkZzs7O2LFjBy5fvoyTJ08iPDwcwcHB0NfXh7u7O7y9vTFgwADY2NjIxXH62bNnSEhIAJfLBY/HQ3Z2Ntq2bSu+xdXT01OuPmOKObQIQDVbcXFxq5tDvX379ggMDERgYCAqKytx+/ZtJCQk4NKlS1i+fDnev38PVVVV2Nvbw9HREY6Ojvj8889hbW3dqhqtZGVl4dGjR0hKSsLt27dx48YNpKamoqqqCqamphgwYAB++ukn9O/fH127dmU6rkxShCsBbty4gffv38PLy4vpKDLn8ePH8PDwgKWlJc6dOwdtbW2mI1FUo7i4uIh7WNAigHyTtyKACJvNhpubG9zc3LBz5048fPgQXC4XXC4XixYtQlFREXR1dfHFF1/A2dkZvXr1gr29PTp27CjThYH09HTcu3cPN2/eFP/k5ORAXV0drq6uWLhwIby8vNCjRw+5PgehmEGLAFSzCYXCVr1z4nA44mrzokWLUFVVhUePHuHOnTu4c+cO/v33X/z2228oLCwEABgaGuKzzz6DlZUVrK2tYW5uDjMzM5iYmMDExARqamotlr2wsBBv3rzB27dvkZ6ejtTUVKSkpCAlJQVPnz4Vd9ht3749unTpghcvXmDKlClYsWIFOnXq1GI5WzNFuBKAy+XC1NQU1tbWTEeRKUlJSfD29kbXrl1x9uxZWgCgWiUOh4N+/fqBx+Phm2++YToOJUUVFRVyeQXjx2xtbWFra4ugoCBUVlYiKSkJN27cwM2bN/HHH39g3bp1IIRAU1MTNjY2sLGxQbdu3WBhYQFzc3OYm5vD2NgYHI50vwYJhUJkZmYiLS0Nb968QWpqKp48eYKHDx8iOTlZfI7WuXNnODs7Y/ny5ejVqxccHR1b9FySUky0CEA1m5KSkviLkjxgs9mws7ODnZ2deH5VoVCIFy9e4OnTp0hOTsbTp0+RkpICLpeL9PR0VFZWip/fpk0bGBsbQ19fH3p6etDT04Ouri709PSgpaUFZWVl8e0TSkpK4isLhEJhtWlx8vPzQQhBfn4+8vPzUVBQIP4vn8/H69evUVRUJF5fTU0NHTt2hLW1NQYMGIBp06bB2toan332mXgO8+3bt2PBggVgs9kICwuT+gFQHijClQA8Hg8+Pj5Mx5Ap//77L7y9vWFra4uzZ8+2ilueKKounp6eWLt2LaqqqmjfDzkmr1cCfAqHw0HPnj3Rs2dPzJ49GwBQUFCAhw8f4tGjR0hOTsbDhw8RERGB169fi8/X2Gw2jIyMYGxsDAMDA+jr64t/dHV1oaqqKr7KVUVFRXyLZGlpKcrKygAAZWVlKC0tRWFhIfh8Pvh8PvLy8sDn85GZmYm3b9+Kt6ekpAQzMzPY2NjAxcUFgYGBsLGxQffu3WmPGYoR9BsA1WwsFkv8RUleKSkpwdLSEpaWlhg4cGC1x4RCIbKyspCeno43b95g5cqV6NmzJ7S0tJCfnw8+n4+XL18iPz8fxcXF4oMG8N+92KIrDABU67qvra0NDocDXV1dcRFBdBWCnp4ezMzMYGxsjA4dOsDY2LhBncqDgoJgZmaGiRMnIi0tDSdOnKD3N9dD9Lstr1cCFBcX4+bNm5g5cybTUWTG7du34ePjg549e+L06dNQV1dnOhJFNYuXlxcWLFiAf//9Fz179mQ6DiUlAoFA4YoAtdHV1UWfPn3Qp0+fasurqqqq/WX+zZs3yMzMFH+BT0lJAZ/PR0FBAQQCgfgPLeXl5SgpKQHw3x9cRMcEDQ0NqKqqQltbW1xAMDU1Rffu3VFVVYXt27dj/fr1GDt2LIyNjRXiKg2q9aBFAKrZ5O1KgMZSUlKCsbExjI2Ncf/+fTx+/BgnT56U2XlaR44cCTMzMwQEBMDV1RXR0dEwNzdnOpbMqqioAAC5PXhfunQJFRUV8PDwYDqKTLh16xZ8fHzg7OyMU6dO0UsyKbnQvXt3GBsbIy4ujhYB5Jii3A7QVGw2G6ampjA1NW2R7b169QpHjx7F4sWL5fpqQqp1or+RVLMpwpUADSEQCBASEoIpU6bIbAFAxNnZGbdu3QKbzUbv3r1x69YtpiPJLIFAADabLbcHcB6PB1tbWxgbGzMdhXFXrlyBp6cnXFxcaAGAkissFguenp7g8XhMR6GkSBFvB5Bla9aswaNHjxAZGcl0FIqqQT7PaqkWRYsA/4mIiMCbN2+wbNkypqM0iJmZGRISEuDo6Ag3NzecPn2a6UgySd5Pqng8Hp0VAEBiYiIGDhyIfv364c8//6QFAErueHp64sqVK+Lb0Sj5I+/Hq9bG1tYWX3/9NVatWlWtdxRFyQJaBKCaTUlJSeGLAGVlZVi3bh1mzpwJCwsLpuM0mLa2Ns6cOYPJkydjxIgRCA4OZjqSzJHnk6qcnBzcv38fnp6eTEdhVEJCAgYOHAhfX1+cOnUKqqqqTEeiKInz9vZGWVkZEhMTmY5CSYk8H69aq+DgYKSmpuLIkSNMR6GoamgRgGo2Nput8BXOXbt2ITc3F0uWLGE6SqOx2Wzs3LkTW7duxdq1azFt2jQIBAKmY8kMeb7HksvlQklJCf3792c6CmMuXbqEQYMGYdCgQfjtt9/k9rOmKFNTU9jY2NBbAuQYLQLIHktLS0yaNAnBwcHiHkMUJQtoEYBqNi0trWpT1Sma4uJibNy4EXPmzGmxZjPSEBQUhOjoaJw4cQKDBg1Cfn4+05FkQmlpqdx2h+fxeHB2dlbYGSL+/vtvDBw4EEOGDMHRo0dpAYCSe15eXuByuUzHoKSEFgFk08qVK5GZmYl9+/YxHYWixGgRgGo2HR2datPcKZpt27ahpKQECxcuZDpKsw0cOBCJiYlITk5Gr1698PTpU6YjMS4vLw8GBgZMx5AKHo+nsLcCxMTEYPjw4Rg2bBiOHDkCDodOlkPJP09PT/z777/IyclhOgolBQKBgBYzZZC5uTmmT5+OtWvXiqcapCim0SIA1Ww6Ojp4//490zEYUVBQgC1btmDhwoVo374903Ekwt7eHtevX4eOjg5cXFxw+fJlpiMxis/ny2UR4Pnz50hNTVXIIsDZs2cxfPhwjB07lhYAKIXi4eEBNpuN+Ph4pqNQElZZWQmhUEivBJBRy5cvR0FBAfbs2cN0FIoCQIsAlARoa2srbBHgp59+glAoRFBQENNRJMrExAQXL15E37594e3tjaNHjzIdiTF8Ph/6+vpMx5A4LpcLTU1NODs7Mx2lRUVHR2PkyJGYOHEi9u7dK7dTP1JUbXR0dNCzZ096S4AcEt1vTosAssnIyAizZ8/G+vXrFfrqWUp20LMfqtkU9XaAnJwcbN++HUuWLJHLL4laWlr4888/MW/ePEyYMAHBwcEKOQuEvN4OwOPx0L9/f4XqhB8ZGYkRI0Zg0qRJ2LNnDy0AUArJy8sL58+fZzoGJWG0CCD7lixZgoqKCuzYsYPpKBRFiwBU8ynqlQAbNmyAmpoaZs+ezXQUqWGz2diwYQP27NmD//3vfxg7dizKysqYjtWi8vLy5K7IIxQKER8fr1C3Ahw/fhxjx47F1KlTaQGAUmienp54+fIlXrx4wXQUSoJoEUD2tWnTBvPmzUNoaCj4fD7TcSgFR8+CqGZTxJ4AGRkZ2L17N5YvXw5tbW2m40jdjBkzcPbsWcTExMDLywvv3r1jOlKLefHiBSwsLJiOIVFJSUnIycmBl5cX01FaxLFjxzB+/HjMnTsXu3fvBovFYjoSRTHGxcUFWlpa9JYAOUOLAK3DggULoKSkhC1btjAdhVJwtAhANZu+vr7CTScXEhICPT09zJgxg+koLcbHxweJiYl48+YNXFxckJyczHQkqcvJyQGfz4elpSXTUSSKy+Wibdu2sLOzYzqK1O3fvx/jxo3DvHnzsHnzZqbjUBTjVFRU0K9fP/B4PKajUBJEiwCtg66uLr7//nts27YN2dnZTMehFBgtAlDNZmhoiJKSEoW5GiAtLQ379u3Djz/+KLfzx9ele/fuuH79OgwMDNCnTx9cvHiR6UhS9ezZMwCAlZUVw0kki8fjwcvLS+4viY+IiMD06dOxaNEihIaGMh2HomSGp6cneDwehEIh01EoCaFFgNZj7ty50NTUpMclilHyfQZItQgjIyMA/10irwhWr14NY2NjTJ48mekojDAyMkJCQgJ8fHzg6+uLw4cPMx1Jap4+fQoVFRV06NCB6SgSU1FRgStXrsh9P4C9e/di5syZWLRoETZs2MB0HIqSKd7e3sjNzUVSUhLTUSgJoUWA1kNTUxNLly7Fzp078ebNG6bjUAqKFgGoZhMVATIzMxlOIn1Pnz7Fr7/+ijVr1ij0gVZNTQ2//fYbfvjhB0yaNAlBQUFy+RelZ8+eoXPnzmCz2UxHkZgrV66guLhYrosAe/bswcyZM/Hjjz/SAgBF1cLOzg7t27dHfHw801EoCREVAZSVlRlOQjXEN998g3bt2tFjFMUYWgSgmq1du3Zgs9kKUQRYtWoVOnfujK+//prpKIxjsVgIDg7Gvn37sHv3bowZMwalpaVMx5KoO3fuwN7enukYEsXj8dClSxe5a3YosnXrVsyaNQtr1qzBqlWrmI5DUTKJxWKhf//+tAggRwQCAQB6JUBroaamhuXLlyM8PJzO1EExghYBqGZjs9lo166d3BcBHjx4gBMnTiAkJAQcDofpODIjMDAQMTEx4HK58PDwQFZWFtORJOaff/5Br169mI4hUaJ+APJo8+bNWLBgAUJCQrBixQqm41CUTHN3d0dCQgIqKyuZjkJJAL0doPUJDAyEubk5/ve//zEdhVJAtAhASYSRkZHcFwFWrFgBW1tbjBw5kukoMsfT0xM3b95EXl4eXFxc8OjRI6YjNduLFy+QlZUlV0WAgoIC3Lp1Sy5vBdi0aRMWLVqErVu3YtmyZUzHoSiZ5+7uCaMGCgAAIABJREFUjsLCQty5c4fpKJQE0CJA66OsrIxVq1bh0KFDePLkCdNxKAVDiwCURBgZGcl1Y8Dbt2/jr7/+wrp16+S+o3pTWVlZ4erVq+jQoQN69+6NmJgYpiM1C5fLhYaGhlwVAS5evAihUAg3Nzemo0jUxo0bsXTpUmzfvh3z5s1jOg5FtQpdu3aFiYkJvSVATtAiQOs0btw4WFtbY82aNUxHoRQM/TZDSUSHDh3w6tUrpmNIzfLly9GzZ08MHjyY6SgyrU2bNjh//jwCAgLg7++PXbt2MR2pyXg8HgYMGABVVVWmo0gMj8dDjx490K5dO6ajSExwcDB++OEH7NixA3PmzGE6DkW1KrQvgPygRYDWic1mY/Xq1Th+/Dju3r3LdBxKgdAiACURFhYWSE1NZTqGVCQmJiI2Nhbr168Hi8ViOo7MU1VVxeHDh7F8+XJ89913rXLmgIqKCpw/fx6+vr5MR5EoLpcrV/0AVq1ahTVr1iAsLAyzZ89mOg5FtTru7u64fPmy+Ask1XpVVFSAxWLRnkWt0KhRo+Dg4IDg4GCmo1AKhBYBKIno3LkzXr9+LZcnEitXrkS/fv3k8j5qaRHNHPD7778jPDwco0aNQklJCdOxGuz8+fMoKCjA8OHDmY4iMW/fvsXjx4/l5vd4xYoVWLduHfbv349vv/2W6TgU1Sq5ubmhpKQEt27dYjoK1UwVFRVQUVGhf6xohVgsFlavXo3Tp0/jxo0bTMehFAQtAlAS0aVLF1RVVSEtLY3pKBJ1/vx5XLx4ESEhIUxHaZXGjBkDHo+HxMRE9OnTB2/evGE6UoNERkaid+/eMDc3ZzqKxHC5XKioqKBv375MR2kWQgjmz5+PDRs2YP/+/Zg8eTLTkSiq1bK2toapqSm9JUAOVFRUQFlZmekYVBMNHToULi4u+PHHH5mOQikIWgSgJKJz584AIHdzna5atQqDBg1Cv379cOXKFcyePRvW1tZQVVVF+/bt4erqiiNHjoAQUu15e/bsAYvF+uTPwIEDGXpVLatPnz64du0aysvL0bt3b6l0onZ1da3zfa6rUZxAIMDWrVvh5OQEbW1ttG/fHgMHDsTx48fxxx9/YPz48fVut6qqCtu2bUOPHj2goaEBXV1deHh4gMvlSvolNhuPx0Pfvn2hqanJdJQmI4Rg3rx52LFjBw4ePIiJEycyHYmiWj03NzdcvHiR6RhUMwkEghr9AOo6zkVFRVU7b5HUOQshpFHnSlR1a9asQWxsLC5duvTJ9fh8Pvbs2QMPDw8YGBhAXV0dVlZWGDduXK19BejnS9WGFgEoiTAwMICenp5cFQHOnDmDmzdv4scff0RycjJcXV2RkpKCkydPoqCgANevX4e5uTkmTJiARYsWNXr8Pn36SCG1bOrSpQuuXr0Ka2trDBgwAFFRUYzmKS4uhoeHBw4ePIitW7ciOzsbt27dgpaWFr766itUVlZi7NixnxyjqqoKw4YNw+LFizFt2jS8fv0aSUlJ6NSpE3x8fHDs2LEWejUNc+HChVZ9KwAhBHPnzkVYWBgOHz7coCINRVH1c3d3x9WrV1FeXs50FKoZRLcDiHzqOOfv74+HDx82avyGnLNI41xJkXh5ecHd3R0rVqz45HqLFi3CnDlzEBAQgEePHiE3Nxf79+9HUlISnJyccPr06UZvm36+CojIgb///psAIPn5+UxHUWiOjo7k+++/ZzqGRAiFQuLg4EBGjhxJCCHk8ePHhMPhkLy8vGrrlZeXkzZt2hBVVVVSVlYmXr57924SEBBQ69gpKSlEVVWVZGRkSO8FyKjy8nIyefJkwmazyfbt2yU2bt++fck///zT4PW//fZboqOjQzIzM6stLywsJCwWiwwfPrzeMQ4ePEgAkDlz5lRbLhQKiY2NDdHX1yd8Pr/BmaTp0aNHBAC5du0a01GaRCgUklmzZhEVFRXy559/Mh2nVdDV1SXh4eFMx6BagefPnxMAJCEhgekoVDOEhoYSc3Nz8b/rOs4VFRURVVVVcv/+ffEySZ2zNPZciarpypUrBAA5f/58netMnTqVzJgxo8bypKQkAoBYWVlVW04/X6oW1+iVAJTEWFpa4tmzZ0zHkIjjx4/j/v37WLVqFQDAxsYGAoEA+vr61dZTUVFBhw4dUF5ejrKyMvFyS0tL9OvXr9axd+zYgWHDhsHIyEh6L0BGqaio4MCBA9i8eTPmz5+PmTNnorKyskUzZGVlITw8HOPGjYOhoWG1x0T3xa5evbrecU6dOgXgv/v4PsRisRAQEAA+n4+TJ09KKHXzcLlc6OjooGfPnkxHaTShUIipU6ciIiICx48fl6tmjRQlCzp37oyOHTvSvgCt3IdXAnzqOKepqYmysjJ0795dvExS5yyNPVeiaurTpw8GDhyIZcuW1Xl5fUREBH755Zcayx0cHKCuro7nz59Xey79fKna0HlEKInp2rUrfv/9d6ZjNFtVVRXWrFmDsWPHwt7e/pPr5ufn4+nTp/j888+hq6srXu7l5VXrVGyFhYU4dOgQ45fDMy0oKAhmZmaYOHEi0tLScOLECejo6LTItv/66y9UVVXB1dW1xmMbN27E0KFDYWdnV+84WVlZAID27dvXeMzY2BjAf9NLTps2rZmJm4/H48Hd3b3VTR1VVVWFqVOn4vfff0dkZCT8/f2ZjkRRcqlfv35ITExkOgbVDB8WAT51nKuNtM9Z6jpXomoXEhKCnj17IioqqlHHveLiYpSWlsLe3r7aLBH086VqQ68EoCTG1tYWz58/R2lpKdNRmuXw4cNISUn55D1Z79+/x5UrV+Dv7w8jIyMcPny4QWMfOHAA5ubm6N+/v6TitlojR47EhQsXkJSUBFdXV7x69apZ4/3666/o0aMHNDU1oauri379+uG3336rsZ6oMaG+vj4WLlyIDh06QEVFBe3btxc3vGmItm3bAvi/YsCH3r17BwB4+fJlE1+N5FRVVeHSpUutrh9AVVUVpkyZgmPHjuGPP/6gBQCKkqK+ffvi2rVrLX5lFiU5HzYGrOs417FjR8ydOxd5eXkNGrO55yxNPVdSdI6Ojhg+fDiWL18OoVDY4OdFRkYCAJYvX96g9ennq9hoEYCSGFtbW1RVVSE5OZnpKE0mEAgQEhKCKVOm4LPPPqt1nZCQEOjq6sLV1RVsNhunTp2qdlldXQghCAsLw6xZsyQdu9VydnbGrVu3wGaz0bt372bNVc3n87F//35kZ2fj5s2bsLCwwLhx4zB37txq62VkZAAAAgMDkZWVhUuXLiEjIwOqqqrgcDiYM2cOCgoK6t2er68vACA6OrrGY3///TeA/6ryTPvnn3+Qn59f618BZFVVVRUmTZqEP/74A9HR0RgyZAjTkShKrvXt2xdFRUW4f/8+01GoJvrwSoDajnPZ2dlYu3Yt9u/fDxcXl3qPc809Z2nquRL1nzVr1uDRo0fiL/b1ycrKwtKlSzFt2jSMHj263vXp50vRxoCUxAgEAqKqqkqOHDnCdJQmCwsLIyoqKuTFixefXK+8vJw8fvyYfPPNN4TNZpM1a9bUO/bZs2eJtrY2KSwslFRcufH+/XsyePBgoqmpSU6dOiWxcXv16kUAkOvXr4uX+fr6EgDEwsKCCAQCQgghERERRFlZmcybN48AICtXrqx37NLSUuLk5ESUlZXJzp07SU5ODklLSyOzZ88mRkZGBADp16+fxF5LU61du5aYmJgwHaPBKioqyIgRI4iGhgbh8XhMx2m1aGNAqjGqqqqIrq4u2bVrF9NRqCaaO3cu6du3LyGk9uOcSEhISIOOc5I4Z2nKuRL1f8aNG0esra1rfIYfy8nJIT169CBjxowhlZWVDRqbfr4KjzYGpCSHw+HAysqq0dPOyIqysjKsX78eM2fOhIWFxSfXVVFRgY2NDXbv3g1/f3+sWrWq3rnhf/75Z0ycOBFaWlqSjC0XtLW1cebMGUyePBkjRoxAcHCwRMYdNWoUAFS7301TUxPAf/fIcTgc5OTkYOnSpfjmm28wZcoUAEBsbGy9Y6upqSE+Ph5BQUH46aefYGxsDGdnZxBCxJV7WWj+yOPxWs1VABUVFRg9ejRiY2MRHR0NDw8PpiNRlEJQUlKCg4MDHjx4wHQUqok+vBLg4+Pch0TNbOs7zkninKUp50rU/wkODkZqaiqOHDlS5zrFxcXw9fVFt27dcPToUbDZ7AaNTT9fihYBKInq3r17qz2J2LVrF3Jzc7FkyZJGPU90QK3tsnCRlJQUnD9/nt4K8AlsNhs7d+7E1q1bsXbtWkybNg0CgaBZY4oa9GVnZ4uXderUCQDQpk0bAMD8+fOhoqKCtWvXipv8ie7pr4+2tjZCQ0ORmpqKiooKZGRkICwsTHwbgKOjY7PyN1dJSQmuXbvWKvoBVFRU4MsvvwSXy0V0dDTc3d2ZjkRRCqVLly548eIF0zGoJvqwCPDxce5DDTnOSeOcpSHnSlR1lpaWmDRpEoKDg1FRUVHj8crKSnz55ZcwNTXFoUOHGlwAoJ8vBdAiACVhtra2rbIIUFxcjI0bN2LOnDkwNTVt1HNVVVUB4JONdn7++Wf0798f3bp1a1ZORRAUFITo6GicOHECgwYNQn5+fpPHevv2LYDqHfxF3ZIzMjIQExODI0eOYM+ePdDV1RUXCz6eUqmxRF22R4wY0axxmuvy5csoLy+X+b+ol5eXY9SoUbh06RLi4uLg5ubGdCSKUjhsNrtRTcgo2fJhY8APj3Mfa8hxThrnLA05V6JqWrlyJTIzM7Fv374aj82cORPl5eU4ceJEtSs+LC0tcf369TrHpJ8vBdAiACVhDg4OePnyZavbCWzbtg0lJSX4/vvva338+++/x/jx42t9LCYmBgDwxRdf1Pr4+/fvcfjw4QZ3naeAgQMHIjExEcnJyejVqxeePn1a57oRERFwcnKqsZwQghMnTgD4vwo1AAwaNAimpqY4d+4cpkyZgvHjx4sfF902MGzYsHoz5uTkQElJSVxoEHn//j0iIiLw1Vdfwdrauv4XK0U8Hg9du3aFmZkZozk+paSkBEOHDsXly5cRGxuL3r17Mx2Joiiq1fnwSgDRce7vv/+uMW97fce55pyzNOdciaqdubk5pk+fjrVr16KkpES8PDg4GA8fPsSZM2fEX8Abgn6+lBjTXQkkgTYGlB0ZGRkEAOFyuUxHabD8/HxiYGBAfvzxxzrXWbhwIWGxWGT16tUkNTWVlJWVkdTUVLJ48WICgDg5OZGSkpJan7t161ZibGxcb2MXqqb09HTi5ORE2rRpQxISEmpdZ+/evQQAmTVrFnn69CkpLS0lT548IePGjSMAyJw5c2o859y5c4TFYhENDQ1y584dwufzyeHDh4mmpiZxdnau9lmmpqYSJSUlAoDcvn1bvPzdu3cEAPHx8SFPnz4lZWVl5MaNG8TFxYU4ODiQ3Nxcyb8hjeTo6Fjr65cVxcXFxNPTk+jr65ObN28yHUeu0MaAVGNNmzaN+Pj4MB2DaqLhw4eTr7/+WvzvmJgYwuFwSEBAAElJSfnkce5DDTlnqeu42JxzJapuGRkZRENDg2zevJkQQsiBAwcIgE/+XLt2rdax6OdL/X+0MSAlWUZGRjAxMcHt27eZjtJgoaGhEAqFCAoKqnOdVatWYe/evbh69Src3d2ho6MDOzs78Hg8rF+/HpcvX4a6unqN55H/PwXL9OnTazTnoepnYmKCixcvom/fvvD29sbRo0drrDNhwgRERkYiIyMDfn5+0NPTg7OzM9LT0/Hbb7/h559/rvGc+/fvQ0lJCXZ2dnB3d4ehoSHWrVuHRYsWIT4+vtbPksViQVlZWfzvtm3bIi4uDmpqaujXrx/09fUxdepUDBo0CNeuXYOBgYFk34xGys3NRVJSksz2AyguLsbQoUNx584dnD9/nv71gKIoqhk+vBIAAPz8/JCQkICysjJ88cUXDTrONfac5ePjYlPPlahPMzIywuzZs7F+/XoUFhbi5MmTTRqHfr7Uh1iEEMJ0iOaKjY2Fn58f8vPzoaury3Qchefv7w91dXUcP36c6Sj1ysnJQefOnbFs2TIsXbqU6ThUHaqqqrB8+XJs2rQJq1atwo8//ggWi9WksWJiYjB06FD89NNPmDdvnoSTyo7IyEh8/fXXePfuHfT19ZmOU01xcTGGDBmCR48egcvlws7OjulIckdPTw+hoaGYPn0601GoVmL69Ol49epVg2ZHoWSPj48POnXqhPDwcKajUFKQm5uLzp07Y8mSJVi2bBnTcajW7zq9EoCSOCcnJ9y6dYvpGA2yYcMG/D/27juuqev9A/iHvQlD2UMEcYCooKgMQQERwarU4kCtraK1XxWLts6qddZRrVWrtbVfq9bi+qJsGeJguUBxsRFQZMoU2ef3h7+kIEOCSW6A83698mrNHedJuMk998k9z5GWlqbj9YWcmJgYfvzxRxw7dgw7duzAnDlzWo1z7IzU1FTMmTMHc+bM6dEJAOBdPYBRo0YJXQKgvLwcTk5OePbsGSIjI2kCgKIoigfevxOA6llUVVWxcuVK7N27F6WlpUyHQ/UANAlA8dzIkSORlZWFkpISpkPp0KtXr3D06FFs2LABCgoKTIdDdcLixYsRFBSEkJAQODo6dnoqP+BdRWRXV1cMGjQIv//+Ox+jFA4RERFCNxSgrKwMzs7OyMrKQmRkJExNTZkOiaIoqkeoq6trces21fP4+PhAVFQU+/fvZzoUqgegSQCK5ywsLEAIQWJiItOhdGj79u1QUlLC4sWLmQ6F4sLEiRMRHR2NFy9eYOzYsUhJSfngNpWVlZg8eTIIIbh8+TJXlXS7o+zsbGRkZAhVEoCdAHj58iVu3rwJExMTpkOiKIrqMeidAD0fi8XC6tWr8fPPP3OmeqSorqJJAIrnNDQ0oKen1+EcpUzLzs7GiRMnsHnzZlrEpBsyNTVFfHw8VFRUYGVlhevXr7e7bm1tLT799FO8fPkSYWFhHc6N3FOEh4dDVlYWVlZWTIcCACgtLYWTkxPy8/MRFRWFAQMGMB0SRVFUj0KTAL3DihUrICcnh7179zIdCtXN0SQAxRfW1taIiYlhOox2/fDDD9DU1MSCBQuYDoXqIg0NDdy8eRMTJ06Es7MzTp061WqdV69eYcKECbh79y6Cg4PRv39/BiIVvMjISNjY2AjFHQ9FRUWwt7dHYWEhoqKiYGRkxHRIFEVRPU59fT0dDtALyMnJYe3atTh8+DBevHjBdDhUN0aTABRfWFtbIzY2Fo2NjUyH0kpaWhpOnz6NrVu30qx5NyctLY2zZ89i3bp1+Pzzz+Ht7Y2mpiYA76rjW1hYoKSkBPHx8RgxYgTD0QoGIQRRUVFCMRSgsLAQDg4OKC8vx/Xr13tNEoaiKErQ6J0AvcdXX32Fvn374scff2Q6FKobo0kAii+sra1RUVGBp0+fMh1KK5s2bUL//v0xe/ZspkOheEBERARbtmzBiRMncPToUbi4uMDBwQEzZ86Ei4sLbt++jYEDBzIdpsAkJSWhoKAAjo6OjMZRUFCACRMmoKamBtHR0TAwMGA0HoqiqJ6MJgF6D2lpaWzYsAHHjx9HZmYm0+FQ3RRNAlB8MXToULBYLKEbEvD48WOcP38eO3bsgLi4ONPhUDxkb2+PiRMnIiwsDLdv34a/vz9OnDgBFovFdGgCFRERAVVVVQwfPpyxGPLz8zFhwgTU19cjKioKOjo6jMVCURTVG9AkQO/y5ZdfQk9PDzt27GA6FKqbokkAii/ExMRgaWkpdEmAjRs3wsTEBO7u7kyHQvFIUlIS5s6dC2NjY2RlZWH//v3Q1tbGihUrhPJOFH6LjIzEhAkTICrKzNd7bm4ubG1t0dTUhKioKGhrazMSB0VRVG9CkwC9i4SEBDZt2oS//voLycnJTIdDdUM0CUDxjbAVB7x//z78/f2xc+dOxi6QKN4ghCA4OBhOTk4YNmwYHj58iDNnzuDRo0f45ptvEBsbC11dXYwZMwYhISFMhyswdXV1uHXrFmP1AHJycjB+/HhISEjg2rVr0NLSYiQOiqKo3oYmAXofT09PGBsbY+vWrUyHQnVD9EqI4ptx48YhKysLz58/ZzoUAMD69esxcuRIuLq6Mh0K1UVlZWU4cuQIhgwZAjc3N4iJiSE0NBRJSUmYNWsWJ7mjqqqKsLAwTJ06FZ988gl+/fVXhiMXjPj4eFRVVTFSDyA7Oxvjx4+HvLw8bty4AU1NTYHHQFEU1VvRJEDvIyYmhh9++AHnzp3Dw4cPmQ6H6mbooGiKb8aOHQsZGRlERUXhiy++YDSW6OhohIWFISIiAiIiIozGQnGHEIKbN2/ijz/+wKVLlyAqKoo5c+bg4sWLMDExaXc7KSkpnDp1CoaGhli2bBlSUlJw4MCBHn0XSGRkJPT19WFoaCjQdp8/f47x48dDSUkJ4eHh6NOnj0DbpyiK6s0IIWhoaKBTBPZCM2bMwLBhw7Blyxb4+fkxHQ7VjfTc3jDFOGlpaYwdOxZRUVFMh4Lvv/8etra2QjFtGtU5+fn5OHjwIMzMzGBvb49nz55h165dyMnJwfHjxztMALCxZw74559/cPz4ccyYMQPV1dUCiJ4ZkZGRcHJyEmibqampsLGxgYqKCiIiImgCgKIoSsDq6uoAgN4J0AuJiIhg69atuHz5Mm7fvs10OFQ3QpMAFF+NHz8ekZGRjMYQFhaG69evY/v27YzGQX1YU1MTIiIi4OHhAT09PWzevBlWVlZISEjAvXv34O3tDRUVFa73O3PmTERGRiI6OhpWVlZ48eIFH6JnVmVlJe7cuSPQRFdKSgrGjx8PDQ0NhIeHQ1VVVWBtUxRFUe/QJEDv5ubmhrFjx2Lz5s1Mh0J1IzQJQPHVhAkTkJeXh5SUFMZi2LRpEyZPnoxx48YxFgPVseTkZGzcuBF6enqYOHEiSkpKcPLkSeTn5+O3337DiBEjProNKysrxMXFoba2FmPGjEFCQgIPIhceN27cQENDA8aPHy+Q9pKTkzF+/Hj069cP165d61JyhqIoivp4NAlAbd26FVevXsWNGzeYDoXqJmgSgOIrS0tLKCoq4tq1a4y0f+XKFdy5cwdbtmxhpH2qfS9evMBPP/0ECwsLDB48GCdPnsTnn3+OtLQ0REZGYs6cOZCWluZpm4aGhoiNjYWxsTHs7OwQEBDA0/0zKTIyEmZmZlBXV+d7W8+ePcP48eNhaGiI0NBQKCoq8r1NiqIoqm00CUA5Ojpi/Pjx2LhxI9OhUN0ETQJQfCUuLg5bW1uEh4cLvG1CCDZv3gx3d3eMGjVK4O1TrZWWluLUqVOYMmUK+vXrh+3bt8PExAT+/v54/vw5duzYwfeidsrKyggNDcWMGTMwffp0/PLLL3xtT1AiIiIEMivAgwcPMG7cOAwYMADBwcFQUFDge5sURVFU+2gSgAKA7du3Izo6mpE+N9X90CQAxXeTJ09GeHg4amtrBdruuXPn8OjRI2zatEmg7VItvX37FgEBAfDw8ICGhgaWLFkCAPjzzz/x8uVLTlJAXFxwk5VISkriv//9L3766Sd88803WLJkCRoaGgTWPq8VFBTgyZMnfK8HkJiYCEdHRwwZMoQmACiKooQETQJQwLthjy4uLli/fj0IIUyHQwk5mgSg+M7NzQ1VVVW4efOmwNpsbGzE1q1bMWfOHJiZmQmsXeqdxsZGREREYP78+VBXV8f06dORl5eHQ4cOobCwEAEBAZg/fz5kZWUZjdPb2xvnz5/HmTNn4ObmhoqKCkbj6aqIiAhISEjA1taWb23cv38fjo6OsLCwQGhoKOTl5fnWFkVRFNV5NAlAsW3fvh3379/vUcMdKf6gSQCK7/T09GBqaoqgoCCBtXnq1CmkpqbSsVECVFtbi8DAQHzxxRdQU1PDxIkTkZWVhR9//BH5+fmIjo7G4sWLhe7X408//RTXrl3DgwcPYGNjg5ycHKZD4lpkZCTGjBnDtwvze/fuwcnJCZaWlrhy5QpkZGT40g5FURTFPXYSQEJCguFIKKaZm5tj+vTp2LBhA5qampgOhxJiNAlACYSbm5vAspL19fXYvn07vvzySwwcOFAgbfZWb9++xf/+9z94enpCTU0Nn3zyCZKTk7Fu3To8f/4ct27dwtdffy30c8ePHj0a9+7dg5iYGMaMGYN79+4xHRJXrl27xrehADExMXBwcMDYsWPh5+fH82KNFEVR1Mepr68HQO8EoN7ZunUrnj59igsXLjAdCiXEaBKAEghXV1dkZmYiOTmZ7239/vvvePHiBdatW8f3tnoj9hh/9q3+n332GbKzs7F+/XqkpaUhLi4Oq1evhp6eHtOhckVHRwc3b96Eubk57O3tcfnyZaZD6pTU1FRkZ2fzJQkQHR0NFxcX2Nra4n//+x9NAFAURQkhOhyAas7ExASzZ8/G999/363rHVH8RZMAlECMHTsWqqqqfB8SUFNTg127dmHJkiUwMDDga1u9SVlZGS5cuID58+ejb9++mD59OjIzM7Ft2zbk5uYiOjoaa9as4Xtlf35TUFDAlStXsGDBAri7u3eLqSUjIiKgoKAAS0tLnu735s2bcHFxgbOzM/z8/CAlJcXT/VMURVG8QZMA1Pu2bNmC58+f48yZM0yHQgkpmgSgBEJMTAzOzs58TwIcOXIEJSUlWLNmDV/b6Q2Kiorwxx9/wMXFBerq6pg7dy6Ki4tx8OBBFBQUIDo6Gt7e3tDS0mI6VJ4SExPD4cOHceDAAWzbtg2LFi3i3GopjCIjI2FnZ8fTsaA3btzA5MmTMXnyZJw9e5aOM6UoihJiNAlAvc/IyAiff/45tmzZwjk+KKo5mgSgBMbV1RXR0dEoKyvjy/7fvHmDPXv2YPny5dDW1uZLGz1dVlYWDh48CCcnJ2hpaWH58uUQFxfHoUOH8OLFCwQHB2PhwoVQVVVlOlS+8/b2RmBgIM6fP4+s+V7JAAAgAElEQVTJkyfz7bj9GI2Njbh+/TpPhwKEhobCxcUFbm5u+Pvvv2kCgKIoSsjRJADVlu+//x75+fk4ceIE06FQQogmASiBmTRpEgghCA8P58v+f/75Z1RXV2P16tV82X9P9eTJE2zZsgUjR45E//79sXXrVigrK+PEiRMoKChAQEAAFi9ejL59+zIdqsC5uLggOjoaKSkpsLS0RFpaGtMhtZCQkIDXr1/D0dGRJ/sLCQnB9OnTMW3aNJw5cwbi4uI82S9FURTFPzQJQLVFT08PXl5e2LZtG6qrq5kOhxIyNAlACYyKigrGjBnDlyEB5eXl2L9/P1atWtUrL1a50dDQwLmVX0dHB6ampjh58iQsLCzg7++P/Px8nD9/HvPnz4eioiLT4TLOzMwM8fHxUFRUxNixY3Hr1i2mQ+KIiIiAuro6TExMPnpfQUFBmD59OubMmUMTABRFUd1IXV0dxMXFISpKu/VUSxs2bEB5eTmOHTvGdCiUkKG9PEqgnJ2dcfDgQaSlpaGiogK1tbUtspNv3rxpMXZJVla2RUEyRUVFSEhIgMViQUlJCYqKihAXF8fevXvR1NSElStXCvT1dBelpaWIiIhAQEAA/P39UV5ejiFDhmDu3Llwc3ODtbU1REREmA5TaGlpaeH69evw9PSEk5MTTpw4AU9PT673U1lZibq6OpSXl7c49svKykAIabHu27dvUVNT02of8vLynFv0L1y4AFNTU9y8eRPy8vIAWn5GpKWlISMj88G4AgMDMWPGDMyfPx/Hjh2jHUmKoqhupK6ujg7dojjY/Yu6ujpUV1djzpw52L17N2xsbAAAFRUVbW7XXr8DeHeXiZycXJvLmvdL5OTkICkpCRkZGUhLS3e6H0IJHk0CUB+tpqYGmZmZyMrKQmFhIV6+fInCwkLk5eUhPz8fhYWFKCsr41z0A4CxsTHP2peTk0NTUxMUFBQwffp0aGtrQ01NDVpaWlBXV4eWlhYMDAygp6fXq37dTE9PR1BQEAICAnDjxg2IiorC3t4eO3fuxCeffAIdHR2mQ+xW5OXlcfr0aSxfvhzz5s1DdnY2tLS0UFpa2u6jpqYG5eXlqKmpwdu3b/kWW2RkZIfLFRQUICkpCRaLBVlZWSgrK3MeEhISOHnyJMaOHQsbGxsEBwdDVVUV2traUFdXp7MCUBRFCbm6ujo6FKCbKy8vR2FhIUpKSlBWVobKykqUlpaisrKyxYPdn66srERFRQWqq6tRXV2N2traDi/iAWD06NECfEUtSUlJQVZWFhISEpCXl4eMjAwUFBSgoKDA+VGP/W8FBQWwWCywWCwoKiqCxWKhT58+UFVV7RU1qQSl91wRUR+FEILnz58jKSkJT58+RXp6OjIyMpCRkYGXL19yfsWUlZWFlpYWNDQ0oKmpCQsLC6ipqUFZWRmKiootHkpKShATE2txy/n7GcPKykrOHKeEEJSVlaGxsREVFRUoLS1FRUUF51FaWor8/Hzk5eVx4iooKODcWSAhIQF9fX0YGhrC0NAQAwYMgKmpKczMzKCmpibAd5M/6urqcOvWLQQHByMwMBCpqalQVlaGs7MzTp8+DRcXF7BYLKbDFEqNjY3Iy8tDdnY2srKykJubi/z8fLx69Qr5+fkoKChAXl4e3rx5w9lmw4YNkJOTa3FBraysDDU1NQwcOBDKysqQkZGBoqIi57hWUFCAhIQElJSUWmTVm2fR2dgnyvd96K6B8vJy1NfXo6KigpN8qKysRH19PcrKylBdXc1JUhQXF6O0tBQ6OjpIS0vD4sWLOYk6NhUVFWhoaHASampqatDW1oaenh709fXRr1+/HvH5oSiK6q7q6+tpEkDIVFdXIy8vD69evcLLly+Rn5+P4uJiFBcXo6ioCCUlJSguLub8l93XbU5ZWRkKCgqQl5fnXBwrKytDW1ub8295eXlOH4Pdr2D3H8TFxaGgoABRUdEW/T8Wi9XmHX/s9dvy/p26zZWWlnL+n91vZ6//foKC3S+prq7mJDbKy8uRm5vbItlRUVHRZn9HTEyMkwxonhhQU1NDnz59oK6uDh0dHairq0NXV7fduxcomgSg2tDU1IQnT54gLi4OiYmJePToER49eoSKigqIiIhAX18fRkZGGDRoEFxdXTkX1QYGBjwfQ/7+l5GKigrX+ygsLERWVhYnaZGRkYGkpCRcuHABRUVFAAB1dXWYmZnBzMwM5ubmsLKyQr9+/XjxEviqqKgI169fb3Gbf//+/eHm5oYjR45g3LhxtGPw/968eYOUlBSkpKQgNTUV2dnZeP78ObKzs5Gbm8uZBlBSUhI6OjrQ1NSEhoYGRowYwbnwZd9hoqGhAVVVVUbeWyUlpVbPKSsr82z/1dXVKC4ubnFHT0FBAV69eoVXr14hPT0dL168wKtXr9DU1AQAkJGRgYGBAfT19TmJAWNjYwwePBiGhob0NlWKoig+oncCCFZVVRWysrI4j/cv9l++fIny8nLO+mJiYlBXV0efPn3Qp08f9O3bF6ampu1eyCopKbV7Mc4UOTm5di+oedkHed+bN29QWlrKSZYUFRVxkifs53JycnD//n0UFxejoKCgxbTOcnJy0NXVbZUcYPdVDAwM2uxX9QY0CUChpqYGMTExiImJQVxcHOLi4lBeXg4FBQUMHz4cw4YNw7x58zB06FCYmpp2u2JxampqUFNTa/M2qIKCAjx69AhJSUl49OgRoqKi8Msvv6C+vh5aWlqwsrKClZUVrK2tYWFhATExMQZeQUtPnjxBYGAgAgICEBcXB0lJSdjY2GDdunWYNm0aBg4cyHSIjCorK8PDhw+RnJyMZ8+eITk5GcnJycjJyQEhBBISEujfvz/09fUxYMAAODo6ck4G/fr1g6amZq8eEy8rKws9PT3o6el1uF59fT1yc3M5iRT2XRTPnj1DSEhIi/fb0NAQgwcPxsCBAzF48GAMGTIEpqamkJaWFtCroiiK6rloEoC3mpqa8Pz5c6SlpXEu9J8/f875/+LiYs667LvktLW1YWhoCFtbW2hqakJLSwtaWlrQ1NSEurq6UPQfuyN28qGzQ1gJISgoKOAkY9j/ZSdpUlNT8fLlS+Tl5XG2UVZW5iQE2A/2jxkGBgY9dihxz3xV1AdlZmYiIiICERERCA0NRWVlJTQ1NWFjY4MffvgBFhYWGD16dI//BU9dXR3q6uotplirr69HUlISoqOjERMTg127dqGoqAiqqqqYMGECHB0d4eLiAl1dXYHE+ObNG1y7dg2BgYEICgrCy5cvoa6ujokTJ8Lb2xuTJk0SuoyxoJSWluLJkye4f/8+55GcnIympiawWCwYGRmhf//+WLBgAUxMTNC/f3+YmJjQi08eYCdT+vfv3+byuro6pKWl4enTp8jMzMSTJ08QHh6OQ4cO4c2bNxAXF4exsTEsLCxgYmKCIUOGwMrKio73oyiK4hJNAnRNW+epp0+fIjk5mTP8T1paGlpaWujfvz9GjBiBTz/9lHPuGzBgQLf7YaynExERgYaGBjQ0NDB8+PB216urq8OLFy+QmZnJeeTl5eHhw4fw8/NDVlYW54cMXV1dDBkyhNOPHDJkCMzMzLr9354mAXqR27dv4/z587h06RKys7OhoqICR0dH/Pzzz5g4cSItFPf/JCQkYGFhAQsLC3h7e4MQgidPnuDq1au4evUqvL298dVXX2H48OH47LPP4OHhAUNDQ57GwE7SBAQEICwsDI2NjRg+fDgWLVqEKVOmwNzcvNdV829oaMCDBw8QHR2NW7duIS4uDq9evQIA6OvrY8SIEZg1axZGjBiB4cOH0+OZYZKSkjAxMWk1fWFjYyMyMjKQmJiIhIQEJCYmIjg4GCUlJRAREcGAAQNgZWUFW1tbWFtb9/o7WyiKoj6E1gT4sNzcXCQmJnIeDx8+RHZ2dos7BAcPHgxHR0csW7YMgwcPhrGxMV9vdaeYIykp2eEPGRUVFUhLS+PcVZqSkoKgoCCkpqZyaiPo6upi6NChGDFiBOfR3v6EkQh5v+JCN3T16lVMmjQJZWVltPDZex4/fowzZ87g/PnzyMrKgrGxMTw8PODq6opRo0bR25O6oLq6Gjdu3IC/vz8uXbqEoqIijBw5EjNnzsScOXOgpaXF9T4bGhoQHx+PwMBA+Pv749mzZ1BRUYGDgwMcHR3xySefQENDgw+vRnjV19cjJiYGN2/eRHR0NOLi4lBVVQVVVVVYW1vD2toa5ubmMDc371KtCEq45OTkIDExEffu3UN0dDTu3LmD6upqqKurw9raGra2trC3t8ewYcN6XQKsK5SUlLB37154eXkxHQrVTXh5eSEnJwdXr15lOhSKS2vXrkVERATu3bvHdChC4fnz54iPj29x0V9cXAwREREYGhpyLtgGDRpEa9dQXGlsbOQMfXz27BkePnyIxMREpKamorGxEUpKShg+fDjnGLO0tBTWHzPiaRKgB6qrq8OVK1dw/PhxREZGQkdHB9OnT8dnn31G54PnscbGRsTFxeHChQvw9fVFcXExJkyYgBUrVsDNza3D97qwsBChoaEIDAzE1atXUVFRwSnqN2XKFNjZ2fW6k1J+fj7CwsIQGBiIsLAwlJeXc4apWFtbw8bGBiNGjOjVY/Z7i4aGBjx8+JAzLOf69esoKipC3759YW9vDzc3N7i5udEEUDtoEoDiFk0CdF8+Pj6Ij49HbGws06EIXGNjI5KTkxETE8O5U/D58+dtDjkbO3Ys+vTpw3TIVA/EHlrSfHhqQkIC3r59C0VFRVhaWnL6sTY2NsIwLJUmAXqSoqIiHDhwAL///jvKysowdepUfPXVV3BwcKAX/gJQW1uLixcv4ujRo4iJiYGxsTG8vb2xcOFCSElJoampCYmJiZzb/GNjYyEtLQ1ra2u4ublh+vTpHyzG1hPdv38f586dQ1BQEJ4+fQo5OTlMmDABkyZNgouLCwwMDJgOkRIChBAkJiYiNDQUISEhiI+PByEEo0ePxieffIJZs2ZBX1+f6TCFBk0CUNyiSYDua9myZXj06BFu3LjBdCh819TUhHv37iE0NBQ3btzA7du38ebNG6ioqHCKOdvY2GDkyJEtppymKEGrr6/H/fv3ERsbi5iYGMTGxiI/Px/S0tIYOXIk7Ozs4OzsjLFjxzJRfJAmAXqC4uJi7Nu3D0eOHIGsrCz+85//YNGiRV26LZ3ijUePHuHXX3/FyZMn0adPHwwaNAiJiYkoKSmBgYEBXF1d4erqCnt7e2HIBgrcs2fP4OvrC19fX6SmpsLQ0BDTpk3DpEmTYGtrCykpKaZDpIRcWVkZIiIiEBISgitXruD169cYO3YsZs2aBQ8PD6irqzMdIqNoEoDiFk0CdF+LFy9GVlYWwsPDmQ6FLwoKCnD16lWEhoYiPDwcxcXF0NXVhYODA6ytrWFlZYXBgwfTH7wooZeens5JCkRGRiIjIwMsFguOjo5wdnbGpEmTBFV4nCYBurOamhrs3r0b+/btg6ysLL799lssXbq03Xk8KcHLy8vD7t27cfToUcjKymL9+vX49ttve+WJqqqqCmfOnMFvv/2GBw8eQFtbGx4eHpg1axYsLS2ZDo/qxurr6xEeHg5fX19cvnwZ1dXVcHR0xNKlS+Hm5tYra5/QJADFLZoE6L6++OILFBYWIigoiOlQeCYrKwu+vr64ePEiEhMTISkpCVtbW86FkqmpKdMhUtRHS09P59zheP36dVRXV8PExATu7u6YNWsWhgwZwq+m4+nA2m4qLCwMZmZm2LdvHzZu3IjMzEysXr2aJgCEjJaWFg4ePIjnz59j1qxZWLduHRwcHJCSksJ0aAKTnp4OHx8f6OrqwsfHB+bm5oiKikJOTg72799PEwDUR5OQkMDkyZNx6tQpFBQUwNfXF2JiYnB3d4eRkRH27t2L169fMx0mRVEUX/SUKQLz8vJw8OBBjBkzBoaGhti/fz9GjRoFf39/lJSUIDw8HKtXr6YJAKrHMDIywrJlyxAUFISSkhKEhYXByckJf/75J0xMTDBs2DDs2rULWVlZPG+bJgG6maqqKsyfPx/Ozs4YOnQonj17hjVr1tCLfyGnpaWFY8eOIS4uDuXl5TAzM8OPP/6IHnAjTrsePXqEqVOnYuDAgfDz88O6deuQm5uLEydOwN7enmfF/SoqKuDk5IStW7eivr4e//zzDywsLJCWlsaT/VPdi4yMDGbMmIGgoCCkpKRg2rRp2LFjB3R0dLBs2TIUFBQwHSJFURRPdeckQFNTE65cuQInJyfo6upi8+bNGDRoEIKDg/Hq1SscO3YMbm5utJ9L9XjS0tJwcnLCgQMHkJOTg+vXr8PKygr79++HoaEhrK2tcfbsWc4UhR+LJgG6kZSUFIwePRqhoaEICAjApUuX6Fzo3YylpSXu3LmDnTt3YtOmTZg6dSrKysqYDouncnJysGDBAgwfPhwvX77EpUuXkJ6eju+++w6qqqo8b09RURH+/v64c+cOtLW18cMPP+DKlSsYMGAAz9uiuhcjIyMcOHAAL168wL59+3DlyhUYGRlh06ZNqKioYDo8iqIonuiOSYCKigocPHgQxsbGcHd3h5SUFC5evIj8/HycPHkSkyZNYqJYGkUJBVFRUdjZ2eHo0aN49eoVgoKCoKOjg88//xwGBgbYuXMniouLP64NHsVK8VlISAgsLS2hoKCA+/fvw83NjemQqC4SExPDqlWrcP36dSQkJGDkyJE94lfr2tparF+/HgMHDkRMTAzOnj2Lu3fvYtq0aXwfky0jI4PAwEAUFhYiOTmZJseoFuTl5fH1118jNTUVGzduxOHDh2FkZIQ///yT6dAoiqI+WndKApSXl2Pt2rXQ1dXFxo0b4ezsjGfPniEwMBDTp0/vlcWSe4qSkhIMGDAAMTExAN5NhT1o0KBeOXUlL4mLi8PFxQXnzp1DZmYm5s6di3379kFPTw9ff/11l+9wpEmAbiA0NBTTp0+Hu7s7bt68yfOqkfLy8hAREWnzISsri2HDhmH//v1obGzkbLNv3z7OOsJ2wSXMsTVnZWWFhIQE9OnTBxMmTEBGRgbTIXXZkydPMGbMGBw+fBh79+7F06dPMXPmTL4WQDQ1NW33uG3+EBUVRX5+Ptf79/X15eyjeadE0MfX5cuXW7yempoavrfZU8nIyGDNmjVIT0+Hp6cnvLy84O7u/tHZ9O4iODgYxsbGnfp17cGDB3B1dYWSkhIUFBTg6OjI6djxYv/tqa+vx4EDB2BhYQEFBQWoqanBxcUFAQEBPXr4lLBpaGjAiRMnYGlpCVVVVSgrK8PCwgKHDx9u91bUrhwzvGiX6h5JgMbGRhw/fhzGxsb4448/sHHjRuTm5uLIkSMwNjbme/tVVVWt+gdxcXEf3I5dzJn92L59O99j7UhX+uy80l6/qE+fPhg1ahRUVVXx+++/Y+rUqYiPj4eLiws8PT1hZWXF81h6K11dXezevRu5ubnYv38/AgICYGxsjL1793L/HUl6gNDQUAKAlJWVMR0Kz0VERBBpaWmyYMEC0tjYyLd2EhMTCQAydepUznMVFRXkxo0bxMzMjAAg33zzTavthg0bRrS1tfkW18cQ5tiaKysrI6NGjSJ6enokOzub6XC4dvjwYSItLU2srKxIRkaGwNo1MTEhfn5+bS57+/YtGTJkCAFAfHx8OM9XVlYSIyMj4urq2ul2HBwciJSUVKvnBX18TZ06lQAgb9++FVib7+vK+yfMoqKiiJ6eHtHS0iKRkZFMh8NTLBaLHD9+nBBCSHp6OpkyZQoxMzMjioqKRExMrMNt4+PjiYyMDJk5cybJy8sjRUVFxMvLi4iLi5OrV6+2Wp/b/benqqqK2NjYEDMzM3Ljxg1SXV1NsrOzyYwZMwgA8ujRoy7tl+qcRYsWkYkTJxJCCJk7dy4BQNatW0cKCgpIcXEx2b17NwFA3NzcWm3L7THTHm7bpd6xsbEhy5cvZzqMdsXExJBhw4YRCQkJ4u3tTV6/fs1YLOz+LgDi4uLS4brFxcVEXl6eACCenp4CivDDutpn55Xm/aLs7GwCgJw9e5azfP369URERISMGzeONDQ0tNq+rq6ODB06lFhbW/MtxuZ6Wt+luTdv3pDNmzcTWVlZYmRkREJCQjq7aRxNAgixgoICoqamRmbOnMnXBAAhbX+hsMXGxhIARFZWltTV1bVYJswX2sIc2/tev35NTE1Nia2tLd//1rzS1NREfHx8iKioKNm6dWubX/T81FESYMWKFQQAMTU1JTU1NZznKyoqSP/+/T944m+OJgH+1ZX3T9iVlpYSDw8PIikp2aIT0901TwLMnj2b7Nq1i9TX1xNtbe0OL9IbGxuJiYkJ0dTUJNXV1ZznGxoayMCBA4murm6LzxS3++/I0qVLiaKiIsnPz2/xfFVVFZGSkqJJAD5jJwEyMjIIADJixIhW6zg5OREA5M6dO5znunLMtIXbdql/WVpaklWrVjEdRitNTU1kx44dRFxcnDg7O5Nnz54xHRJJTEwkMjIyRF9fnwAgd+/ebXfdDRs2kMGDB3eLJABbR312XmneL7p8+TLR0dEh9fX1nd6+rq6OmJiYkLFjx/Ilvvf1xL7L+3JycsjMmTOJiIgI8fHx6czfPo4OBxBiX3/9NWRlZXH8+HGeVVLvioEDBwIAqqurUV5ezlgcPZmysjLOnTuHu3fv4qeffmI6nE7ZuHEjDh06hLNnz+L7778X+Fzsjx8/xrRp01o9Hx4ejkOHDkFKSgp///03pKSkOMsUFBSQkZGB4OBgQYbaY/TE909JSQm+vr5Yvnw55s2bB39/f6ZD4rkTJ05g7dq1nbpN/+bNm3jy5AlmzJgBGRkZzvNiYmKYPXs2cnNzERgY2OX9t6egoADHjx+Hp6cn1NXVWyyTk5NDTU0NnRZMQHJzcwEAgwcPbrVs0KBBAN4VgGXryjHDi3apfwnjcICGhgZ88cUX+OGHH7Bv3z6EhIRw/o5MExUVxdq1awGg3dv7y8rKcPToUaxZs0aQoX00QffZp06ditzcXK6+/yUkJPD48WOB1QroiX2X9+nq6sLX1xd//fUXjh8/jmnTpqG6urrDbWgSQEgFBATgf//7H06ePAlFRUVGY2HPad+3b1/06dOH0Vh6siFDhmDLli3YtGkTXr58yXQ4Hbp06RJ27dqF48ePY+bMmUyHw/H69WssWLAAhBDs2LEDZmZmTIdEdQMiIiLYt28fFi5ciDlz5vSIQp3NNb8w+5Br164BAEaOHNlqGfu5yMjILu+/Pf7+/mhsbISNjc1H74v6OIMGDYKEhASSk5NbLUtOToaIiAiGDh3Kea4rxwwv2qX+VV9fL3RJAC8vL1y8eBH+/v7w9vbma42grvjiiy+gra0Nf39/JCUltVr+yy+/YPLkyTA0NGQguq6jffbebd68eYiMjMSdO3cwY8YMNDQ0tLsuTQIIqT179mDKlCmws7NjLIaqqircunULX331FWRlZXHs2LFObdfQ0IBz587ByckJGhoakJGRwdChQ3Hw4EE0NTVx1nu/4Nnz588xc+ZMKCkpQVVVFW5ubq2K5dXW1mLTpk0YNGgQZGVloaKigilTpnA6kB05c+ZMqyIqzQvGlZSUwMfHB4aGhpCUlISysjJcXFwQFRXFxbv2cVauXAlVVVX88ssvAmuTWxUVFfjqq6/g5eWFBQsWMB1OC0uWLEFeXh7s7e3h4+PTYtmHCuwlJydj2rRpYLFYkJOTg62tLaKjo7mOgZvjqPm6UlJS0NHRgaOjI06ePIm3b9+2uf/8/PwPfk46E0dZWVmrzwP7F5GGhoYWz8+YMeOD7x83r6WoqAgrVqxAv379ICkpib59+8Ld3R0PHjzg+v3mpUOHDmHgwIFYsmQJo3EwiX0B1lbRS21tbQBAamoqz9tNSEgA8O6uqFWrVkFXVxeSkpLQ19fHihUr8Pr1a563SbVNXV0d+/btw8OHD7F+/XoUFRXh9evX2LNnDyIiIrBp06YWhdx4dcxw2y71r7q6OkhISDAdBsfRo0dx+vRpnD9/Hs7OzkyH0yYpKSl8++23nB8NmquqqsKhQ4ewfv36DvfRmfP9++fOlJQUeHh4QFVVlfMcL4rTdtRn3759O6et5onW0NBQzvNtJQy47Rd15tweGBjY6b4E7bt0jaWlJYKDg3Hjxg1s2bKl/RX5P0qB/3paTYCcnBwiIiJCAgMDBdZm80Ip7z8GDhxILl261OZ2bY2LDggIIADIzp07yevXr0lRURH55ZdfiKioKFm9enWrfbDHOk+dOpXExsaSqqoqEh4eTmRkZMioUaNarLto0SLCYrFIWFgYqa6uJvn5+WT16tUEAImKiuowtoaGBuLj40OcnJxaFaV59eoVMTAwIOrq6iQgIICUl5eTlJQU4u7uTkRERMjvv//Ozdv5UTZs2ED09PQE1h639uzZQ1gsFiktLWU6lBb++usvAoAoKSmRnJycdtdra2x9WloaUVJSItra2iQsLIxUVlaSpKQkMnHiRNKvX79O1wTg5jhir6uhoUECAgJIRUUFyc/PJ9u2bSMAyIEDB9qMu/nnJDIykigqKrb6nHATx6RJk4ioqChJT09v9RrHjh3bapx8W+8fN68lLy+P6OvrE3V1dRIUFEQqKyvJ48ePiZ2dHZGWliaxsbFt/t0E5datWwQAuXXrFqNxfKzmNQGa+9CYffbY6/j4+FbL0tLSCABibm7e7vZdrQnAPq40NDSIp6cnycjIIKWlpeSvv/4icnJyxNjYuMec44VV88KAhBBy/vx5oqOjw+kL9OnTh5w4caLVdh97zLyvs+1S/9LX1yd79uxhOgxCyLsaR0pKSmTt2rVMh9KmxMREIicnRwghpLq6mqirqxNRUVHy9OlTzjo//vgj8fDwIIT8e054vyYAt/1G9necnZ0diYqKIm/evCHx8fFETEyMFBUVcf0autJnl5OTa2+ngZ0AACAASURBVLMYn4WFBVFVVW3xHLf9Im7P7R31JWjfhTcOHTpEJCUl2yvaTQsDCiNfX18iLi7eosAOv7VVZKS+vp5kZmaSzZs3ExEREeLu7t6pwoABAQHE3t6+VRtz584lEhISpLy8vMXz7A9mQEBAi+fZFaGbfzkaGBgQKyurVvs2NjbuMAlQWlpKnJ2dibe3d5sF7BYsWEAAkH/++afF8zU1NURLS4vIyMi0KlbFLzdv3iQAhHamgFGjRpElS5YwHUYLWVlZRFFRsVWF2ra0dSL47LPPCABy8eLFFuu+fPmSSElJdToJwM1xxF733LlzrfY9adKkdpMA739O5syZ0+pzwk0cERERBAD5+uuvW6wbHR1N9PT0WhX7aev94+a1fP755wQA+fvvv1us9+rVKyIlJUUsLCxa7UPQhg0bRlasWMF0GB+FH0mA1NRUAqDDv1FXkwDOzs4EADEwMGh1zG3fvp0AIN9//z3X+6U6j50EaGpqIl5eXkRCQoLs37+f5Ofnk6KiIvLbb79xZgBo/jf62GOGjdt2qX9pamqSn3/+mekwCCGE/Pbbb0RWVrZVX09YNE8CEEI4s0/MnTuXEPKu2rq6ujp5+PAhIaT9JAC3/Ub2uTM4OJgnr6ErfXZukgDc9ou4Pbd31JegfRfeaGhoINra2mTjxo1tLaZJAGG0c+dOYmRkJNA2O6o0Sgghnp6eBADZt29fi+e5qZC+d+9eAqDdbOD7F9nffPMNAcD5IibkXfVoAMTLy4vExcV1WJGeHVtycjIxNjbusCooi8UiAEhFRUWrZfPmzSMAyF9//dWp1/mxCgsLCQBy7do1gbTHjaamJiIpKUlOnz7NdCgcjY2NxNbWlgAgs2fP/uD6bZ0IFBQUCABSWVnZav2hQ4d2OgnAzXHU0bodxf3+5+Tbb79t9Tnh9ngeMWIEkZWVJcXFxS3a279/f7txNH//uHktLBaLiIqKttlBNDc3JwBIbm7uB/fDT//5z3/IuHHjGI3hY3U1CcDu+LU1ZSL7POHg4NDu9l1NAri7u3O+29/38OFDAoBYWlpyvV+q89hJAPZdVW1NOffDDz+0+oXsY48ZNm7bpf6lqqpKfv31V6bDIIS8u7CaNGkS02G06/0kQGVlJVFVVSViYmIkLS2N7N+/v0VfuL0kALfnWfa5s/l59mNeQ1f67NwkAbjtF3F7bue2L0H7Ll3j5eXV3vdvz5gdgF05v/l48+6surqaJ4WWeGncuHEAOlfcp7y8HJs2bcLQoUOhrKzMGYfz7bffAkC71SpZLFaLf7OL3DT/ux45cgSnTp1CZmYmHBwcoKioiEmTJsHPz6/NfZaWlmLatGnQ0dFBSEgIzpw502qd2tpalJeXQ1paGgoKCq2WsytVN68fwE9ycnIA2n+fmFRbW4u6urpWfysm7dmzB7du3YKuri5+/fVXrrevra1FZWUlpKWlIS8v32q5mppap/fT2ePoQ+t25P33/v3vv64cz6tWrUJ1dTXn/UtNTcXNmzexaNGiD8bDzWthr9vU1AQWi9VqXB97XDjThflYLFavnQmFXb37xYsXrZaxC5byY1x2v379AACqqqqtlrE/g0VFRTxvl2otNDQUAODo6NhqmYODAwAgJCSE8xyvjhlu26X+JUyzA5SWlkJFRYXpMDpNXl4eK1euRGNjIzZv3ox9+/Zh48aNHW7zMf1Gdh+Pn7jps7eF234RL87ttO/CH6qqqigtLW1zWY9IAkhLSwN490fqCVRUVFBSUsJ0GC0QQgB07sJ0ypQp2LZtG7y8vJCamoqmpiYQQnDgwIEW++oKERERzJs3DxERESgrK8Ply5dBCIG7uzv279/fan1xcXFERETgypUrGDp0KLy8vHD37t0W60hJSYHFYqGmpgaVlZWt9lFQUAAA0NDQ6HLc3GB3dIXxJCotLQ0lJSWhmaYpMTERmzZtgoiICP766y8oKSlxvQ8pKSkoKCigpqYGVVVVrZZ3tiAZN8fRh9b9GF05nmfOnAldXV0cPnwYtbW1+Omnn+Dl5dWpBAU3r0VKSgpKSkoQFxdHfX09CCFtPsaPH8/lq+at7OxsaGpqMhoDU9jv/f3791stYz/HviDjJXaxqlevXrVaVlhYCACtpg6k+OPNmzcfXKf5dyWvjhlu26X+JUxJAF1dXaG8GOrI8uXLwWKxcPbsWQwbNqzNmS6aE7Z+4/va67OLioqirq6u1fplZWUt/s1tv4gX53bad+GPlJQU6OnptbmsRyQB2L+at1dNu7sxNTVFXl5em50hpty6dQsAMGrUqA7Xa2xsRExMDDQ0NLBixQr07duXMy0ML/4+SkpKnErEEhIScHJy4lT+DAoKarW+goICtLW1IS8vD39/f8jLy2PatGmt3tvp06cDQKt91NbWIjIyEjIyMgKrcHv//n2IiorCxMREIO1xy87OrlNzPvNbTU0NPD09UV9fDx8fn3a/fGfMmIF9+/Z1uC8XFxcA//4SxVZcXMyZbqczuDmO2Ou2NW/tiBEj8M0333S63Y+JA3iXLPP29kZhYSF++ukn+Pr6YsWKFVy315nX4u7ujoaGBsTExLRad/fu3dDT0+twSht+q62tRXh4OKMzszDJzs4OQ4YMwcWLF1tUUW5sbISvry90dXXh6urK83YnT54MbW1thIaGtqreHBAQAACYNm0az9ulWhs9ejSAtn9FZE8HOGbMGM5zvDpmuG2X+ld9fb3QzA7g5uaGe/fu4fHjx0yH0mksFgs+Pj5gsVgfvAuATZj6je9rr8+uqanZagrq/Pz8Nn/Y4bZfxItzO+278FZBQQFCQkLg5ubW9gp8G4QgQI8ePSIAWlT27M7evHlD5OTkyJEjRwTWZntFRrKysjhFRrS1tUleXl6L7doaFz1hwgQCgOzZs4cUFRWR6upqcu3aNaKnp0cAkPDw8BbrtzVOhxBC1qxZQwCQxMREznMsFovY2dmRhw8fkpqaGlJQUEC2bNlCAJDt27d/MLbr168TCQkJMmbMGFJTU8N5/v2KpBUVFS0qkrY1tpZfPD092yx+KCz8/f2JiIgIuX//PqNxLF++nAAgQ4cObfG3fN+nn35K9u7dy/l3W8dbeno6UVFRaVEF98mTJ8TZ2Zmoqal1eXaAjo4j9rqampokMDCQVFRUkNzcXLJ06VKirq7eqjAkN5+TrhzPFRUVhMViERERETJ//vx238+OKux25rUUFBQQQ0ND0r9/fxIcHEzKyspISUkJOXbsGJGVlW2zQI8gHT58mEhJSZEXL14wGsfH6mpNAEIIiYuLI9LS0mTWrFnk1atXpLi4mCxZsoSIi4uT0NDQDrf90P6zsrKIqKgoAdDqOyQkJISIi4uTqVOnktTUVFJaWkpOnTpF5OTkyOjRowVaLLc3YtcEKC0tJQMGDCASEhLk4MGDpKCggBQXF5M//viDyMrKttkX4OaYae8Y6Eq71Lu+GoB2K8ILWkNDAzE3Nyf29vYd1m1iyvs1AT6ks7MDfOg82945vKPvxI5eQ1f67MuWLSMAyKFDh0hlZSVJT08nHh4eRFtbu1VNAG77Rdye2zszOwDtu3ycWbNmEX19ffLmzZu2FveMwoDp6elcfXi6g4ULFxJjY2OBfIHKycm1Oc2IiIgIUVBQIMOGDSPfffcdKSgo4GzDLvLX/LFhwwZCCCFFRUVkyZIlRFdXl0hISBB1dXWyYMECsnbtWs66FhYWJC4urt19vP+8q6srIYSQBw8ekCVLlpDBgwcTWVlZoqKiQsaMGUN+//130tTURAgh5J9//mm1/YEDB9psr/mXenFxMVm5ciUxMDAgEhIShMViEWdn5zaLHfFLTk4OkZSUJH/88YfA2uRWU1MTsbGxIcOGDWt1MhOU3NxcIiIi0uZx29Zj7969xM/Pr8O/f0pKCpk2bRpRVFTkTE8ZGBhIHBwcOOsvXLiww2OfEO6Oo/fX1dTUJLNmzSKpqamcdbryOeE2Dra2igyyfej968xrYSspKSE+Pj6kf//+REJCgvTt25dMnDixVYJQ0DIzM4mioiL57rvvGI2DF5onAdjTtrb1aG/604SEBOLi4kIUFRWJvLw8mTBhAomOjm5zXW72z+7wioiIkKSkpFb7io2NJc7OzoTFYhFJSUkyaNAgsmXLFpoAEIDmUwS+fv2afPvtt2TQoEFESkqKSEpKEkNDQ7Js2bJ2Z8rp7DHT0THQlXZ7uzdv3hCg9cwxTLp//z6RkZEhy5Yt4/TNhMH7/V1nZ+cO12/rO+3QoUOc5Z05z7Z1Dm/+G+yHvhM/9Bo602dnKysrI4sWLSKamppERkaG2NjYkLt37xILCwvOftasWcNZv7P9IjZuzu3tJUVo34U3du3aRcTExDpK3MeJEPIRA7SFRF5eHrS1tRETEwMrKyumw+GJ9PR0DB06FN9//z3Wr1/PdDiUgEyZMgXPnj3D06dPhWZ8X1syMzMxcuRIODg4wNfXF2JiYkyHRFEfpaSkBLa2tpCSkkJcXByn1kx3paSkhL1798LLy4vpUKhuwsvLCzk5Obh69SrToVBcKCsrg7KyMq5evYqJEycyHQ7HpUuXMGvWLHzxxRf49ddfIS4uznRIlBCZMmUKgoODUVtbS48NHiKEYNOmTdixYwcOHTqE//znP+2tGt+jagIIYzX1rjIyMsKOHTuwZcsW3Lt3j+lwKAH4/fffERwcjD///FOoEwAA0L9/f1y5cgVBQUGYOXNmjynKSfVOL1++hL29Pd6+fYugoKBunwCgKKr3YBd6E7Z+w6effgo/Pz/8/fffsLOzE5qCwhQzTE1N8fz5c86/X758CT09PZoA4KGioiK4ublh9+7dOHHiREcJAAA9pDAgi8WChIQEiouLmQ6Fp1auXAlra2t4eHjQL88eLioqCitXrsSaNWs4U7sIO1tbW0RFReH69euwsLBAUlIS0yFRFNfCwsIwatQoNDY24ubNm9DS0mI6JIqiqE4T1iQA8K5I4P3791FVVYXBgwdjy5YtPaaIN8W9vXv3oqqqCv7+/njw4AG++uorpkPqERoaGnD8+HGYmJjg8ePHiIqKwhdffPHB7XpEEkBUVBRqampCVU2fF0RFReHn5wdlZWU4ODi0quhJ9QyxsbH45JNPMHnyZGzdupXpcLgyevRo3L9/HyoqKhg9ejR2797Nma+eooRZTU0NvL29MWnSJNjY2CA2Nha6urpMh0VRFMUVYU4CAMCgQYNw9+5d7Ny5EwcOHICxsTFOnTr1UdNFU93PiRMn8OTJE2hqamLVqlXYuXMnVq9ezXRY3d61a9dgbm6OZcuWYfbs2Xj06BGsra07tW2PSAIA76a96GlJAODduM7Q0FBISUlh3LhxePDgAdMhUTx06dIlTJo0Cc7Ozvjnn3+65W1R+vr6uHbtGtauXYuNGzfCzs4OsbGxTIdFUW0ihMDX1xempqY4ffo0fH19cf78eSgpKTEdGkVRFNeEPQkAvIvN29sbz549g4ODAxYsWIBRo0bhzJkzbc5bT/U8o0ePxvXr11FZWYm0tDSsXbuW1pPqosbGRvj5+cHe3h4ODg7o378/nj59ioMHD0JRUbHT+6FJgG6gb9++uHbtGvT19WFlZYWTJ08yHRL1kerr67Fq1Sp89tlnmDdvXrdNALCJi4tj8+bNiIuLg7i4OKytrTF9+nQ8ffqU6dAoiiMsLAwjR46Ep6cnrK2tkZSUBA8PD6bDoiiK6rLukARg09LSwsmTJ3H37l0YGRnhyy+/RL9+/bBt2zYUFRUxHR5FCbXy8nIcOHAAAwYMwIwZM6CgoICoqChcvnwZRkZGXO+vRyUB8vLymA6Db9TU1BAWFobly5fjyy+/hKenJwoKCpgOi+qCpKQk2Nra4rfffsOpU6dw5MgRSEhIMB0WT4wcORJRUVEIDg5GVlYWzMzMMGvWLERHRzMdGtVLNTQ04MKFC7C1tYWzszO0tLTw8OFD/PXXX9DR0WE6PIqiqI9SX18PAN2qH2FhYQFfX19kZmbi888/x8GDB6GnpwcPDw/4+fmhpqaG6RApSig0NDQgJCQEn3/+OXR1dbF582a4ubkhOTkZAQEBsLe37/K+e1QSoKfeCcAmLi6O3bt3IyAgANHR0Rg8eDCOHTtGx2B3E1VVVVi9ejUsLCwgKiqK27dvY+7cuUyHxRcuLi5ISEjAmTNnkJWVBVtbW5ibm+PPP/+kJ3dKIIqKirBz504YGBhg9uzZ6NOnD6KjoxEQEABTU1Omw6MoiuKJ7nQnwPt0dHSwa9cu5OTk4PDhwyguLsaMGTOgoaGBBQsWIDQ0FA0NDUyHSVEC1dTUhJs3b2Lp0qXQ1NSEq6srUlNTsWPHDuTm5uKXX37BgAEDPrqdHpME0NXVRW5ubq8oNOLq6oqnT59i0aJFWLFiBUaNGoWAgIBe8dq7o9raWvz6668YPHgw/vvf/+LIkSOIjo6GiYkJ06HxlaioKGbNmoXbt2/j9u3bMDExwddffw0dHR0sXboUN27coAksiqfevn2LixcvYsaMGdDV1cVPP/2E2bNnIz09HX5+fp0ulkNRFNVddOckAJusrCwWLlyIa9euITc3F1u2bEFycjJcXFygqakJT09PnDlzBoWFhUyHSlF8UVpaigsXLmDhwoXQ1dXl1Nfy8fFBRkYG4uLisHz5crBYLJ612WOSAAMHDkRVVRVevHjBdCgCIScnhz179iAxMRG6urqYOnUqTQYIGfbF/4ABA7Bq1SpMnz4dycnJWLx4MURFe8xHr1MsLS1x+vRpZGdn49tvv0VcXBzs7e2hp6cHHx8f3Llzh+kQqW6qvr4ewcHBmD9/PtTV1TFr1iyUl5fj6NGjyM3NxZ49e9CvXz+mw6QoiuKLnpAEaE5LSwsrV65EfHw8MjIy8N133yE/Px8LFy6EpqYmRo4ciY0bNyI6OpreJUB1W01NTbh79y62bdsGa2tr9O3bF7Nnz0ZKSgqWLl2KJ0+e4OHDh1i3bh0MDAz4EoMI6SFXjCUlJejTpw/CwsLg5OTEdDgC9+jRI2zbtg0XL17EgAED8OWXX8LLywsqKipMh9br5OXl4fTp0zh8+DAKCwuxYMECbNq0Cdra2kyHJlSysrJw/vx5/Pe//0VKSgrU1NRgZ2cHNzc3TJkyBcrKykyHSAmpwsJChIaGIjAwEOHh4SgrK4OFhQXmzZsHDw8PaGpqMh0i45SUlLB37154eXkxHQrVTXh5eSEnJwdXr15lOhSKC0FBQXBzc0NVVRXk5OSYDodvqqurERsbi4iICAQEBODp06eQk5PD8OHDYWNjA2tra1hbW9N+LyWUqqurkZCQgJiYGERHRyM2NhavX7+Guro6xo0bx0TfN77HJAGAd1X0v//+e6xYsYLpUBiTlJSEI0eO4O+//wYAzJ49GwsXLsTo0aMhIiLCcHQ9V11dHcLCwnD8+HEEBwdDTU0NXl5eWLJkCbS0tJgOT+glJCQgKCgIISEhuHPnDkRERGBlZQUXFxeMHz8e5ubm3aroEcVbVVVViI+PR3h4OEJDQ5GUlARZWVnY29vDxcUFU6ZMgb6+PtNhChWaBKC4RZMA3ZOfnx/c3d1RV1fXq86TaWlpuHHjBueCKi0tDWJiYjA1NYWNjQ3Gjh0Lc3NzGBsb06noKIEihCAzMxMJCQmIjY1FbGwsEhIS0NDQAD09PdjY2MDKygp2dnZM1ijqWUkAW1tbmJmZ4ciRI0yHwrjy8nKcPn0aR48exdOnT9GvXz94eHjAw8MDFhYWTIfXIzQ0NCAyMhLnz5+Hn58fysrKYG9vj6VLl2LatGm96mTMS69fv0Z4eDhCQkIQGhqKgoICyMrKYvTo0bCxseGc3BUUFJgOleKT/Px8REdHIzo6GjExMXjw4AEaGhpgbGwMFxcXuLi4wM7ODtLS0kyHKrRoEoDiFk0CdE/nzp3D7Nmz0djY2Kt/7CkoKEBsbCznvJGQkID6+nrIyclh6NChGDFiBOdhampKzx8UT9TX1+PJkyd48OABEhMT8eDBAzx48AAVFRUQExPD0KFDORf9tra2wjQrUc9KAixevBgZGRmIjIxkOhSh8uDBA5w7dw7nz59HZmYmDA0N4erqikmTJsHOzg6ysrJMh9htFBUVcX6NDAkJQXFxMUaNGoWZM2fis88+g56eHtMh9jjJycmIiYnBrVu3EBMTg/T0dM4Xq4WFBUaMGAFzc3OYmZn16Fshe6qSkhIkJiYiISEBCQkJuHfvHjIyMiAmJgYzMzPY2trC2toaNjY29K4aLtAkAMUtmgTonk6fPo1FixahtraW6VCESl1dHR4/fozExETOxdnDhw/xf+zdd1xT1/8/8Bd7CQmihCFbAUVERaUKbtyzLrRUaxXrRqtYcHyUWqniLKK1rtZitVq1iwpasUrdIgpaFVCRomwQCJsQzu+PfpOfEVRA4Ibk/Xw88qjc3JzzSgrJve+ce05xcTHU1dXh6OiITp06wdHRER07doSDgwMcHBzomJjUqqKiAklJSUhISEBiYiIePHiAhIQE3L9/H5WVldDR0YGzszO6du0qLTY5OzvL8++TYhUBtm/fjs2bNyMzM5PrKHIrJiYGp06dkg6p1dLSkq6f7e7uDldXV/oG+yVCoRA3btxAdHQ0zp49i9u3b0NNTQ3u7u4YMWIEJk+e3GQTdpDaSb4lvnbtmvTDvaCgAGpqanBwcEC3bt3QtWtXODk5wcHBAdbW1ko3EaM8qqysxKNHj6QfmpIT/9TUVACAubm5tKDj7u5Ooz3eERUBSH1REaBlOnjwIJYuXYqioiKuo8i96upqPH78WFoUkJzMJScnQyQSQUVFBVZWVnBwcEDHjh1hb28PGxsbWFtbw9ramkYPKLjKykqkpqbi6dOnSElJQVJSEh4+fIiEhASkpKRALBZDTU0NNjY20uJRly5d0K1bNzg4OEBdXZ3rp1AfilUEiI6OxoABA/Dvv//SN7J1kJmZibNnz+LMmTM4f/48cnJyoKOjA1dXV/Tp0wd9+vRB9+7dYWFhwXXUZiEWi/H48WPcvHkT165dw5UrV3D//n2IxWLY2tpi6NChGDZsGAYPHkwnJ3JGcu3VyxX/jIwMAIC2tra0wi950+7QoQOsra1hZGTEcXLFwhhDRkYGnj59Kq2WJyQkICEhAU+fPkVVVRVUVVVhY2OD7t27ywzPFAgEXMdXKFQEIPVFRYCW6ZtvvsHq1auRl5fHdZQWSyQS4cmTJ3j48KH0c+vhw4d49OgR8vPzpfuZmprCxsZGpjBgY2MDMzMztGvXjo4N5VxpaSmeP3+O9PR0pKSkSE/2Jf9NS0uTLl2tr6+PDh06wMHBAZ06dZIeQ9rb20NLS4vjZ9IoFKsIUFJSAj6fjx9//BGTJk3iOk6Lk5SUhGvXrkknsXjw4AGqq6thaGgIFxcXODs7o0uXLnB2dkb79u1b7AkUYwzp6elISkrCvXv3cPfuXcTHx+P+/fsoKyuDlpYWunfvjt69e0u/kaTZxluegoICJCYmSqu4kn9LKv7Af2/yVlZWMh/oVlZWsLS0hJmZGYyNjWlkzEvKysqQmZmJ9PR0/Pvvv0hJSUFKSor03//++690SKqurq60+NKxY0c4OjpKf6ZvU5oeFQFIfVERoGXauXMnNm7cKC18k8ZVUFBQ44Tx5X+XlJRI99XT04OFhQUEAgHatWsHExMTtGvXDqampjA3N0ebNm1gZGQEIyMjGqHYiPLy8pCbm4vc3FxkZGQgPT29xi0tLQ1CoVD6GG1tbemxX23/bannOPVwvUWNW3gbPT09dOrUCTdv3qQiQAPY29vD3t4eH330EYD/JheMj4/HvXv3EB8fjxs3buDbb7+VvuHxeDzY2dlJb9bW1jAzM4OJiQmnJ1Avn6hkZWXh+fPnePr0KZ48eYInT54gOTkZ5eXlAAAjIyO4uLjAw8MDCxYsQJcuXdC5c2dFqfIpNT6fDzc3N7i5uclsF4lE0pPXl09ib9++jVOnTiEjIwMv10aNjY1hbGwMU1NTmJiYQCAQwMzMDEZGRjA0NKxx09HRae6n2mBFRUXIz8+vccvOzkZmZiaysrKQnp6O7OxspKeny3yAamhowMLCAlZWVrC2toa7u7vMh2i7du2UepIqQghpDpWVldDU1OQ6hsLi8/no2rUrunbtWuv9OTk5SE9Px/Pnz5GZmYm0tDRkZGQgLS0NiYmJ0mNRsVgs87iXCwJGRkbSn9u2bQs+nw8+nw99fX2Zm6GhIfT19VvasPO3qq6uRmFhIQoLC1FUVCS9CYVCFBQUoLCwUHqSn5ubi7y8POktNzdX+u09AKioqEAgEEgLMLa2ttI5hSQ3U1NT+nIPgGL9FgHo1asXbty4wXUMhcDj8dCvXz/069dPuq26ulp6Qp2cnCw9sY6IiEBKSorMSQIACAQCGBsbg8/nw8DAAAYGBtI3MgMDA6ipqaFVq1bSYoG6urrMcKqXh2GVlZWhvLwclZWVEAqFEAqFyM/Pl/67oKAA6enpKCwslMlgbGwMa2tr2NnZYcKECbC1tYWdnR06dOhAbwJKSENDAx06dECHDh1qvb+iokL6Yf7qSXBWVhYePnyIjIwMvHjxAmVlZTUer62tLVMQ4PF40NDQgIGBAbS1taGjowN9fX1oaGiAz+dLH1fb2rB8Pl/mRFokEqG4uFhmn6qqKum1oJIP0oqKCpSWlqK4uBgikQj5+fnSx7584l9VVVWjT319fbRp0wampqYwNjaGs7MzjI2NYWJiIt1mbm4OU1NTWnaJEEI4RkUAbrVt2xZt27aFi4vLa/cRi8XIysqS+cb61RPazMxM3L9/H9nZ2SgsLERBQQFeN1hbchyhr68PPp8PVVVV8Hg8qKioSI8rJMcPPB4Pqqqq0mNuidetR//qfsB/I2gLCgpq3b+wsFB6Ev7yfpLjd8nzEAqFEIvFKCoqQlVVFYRCofRk/+XRFK+SnD+0a3bfXAAAIABJREFUadMGbdu2hZGRESwtLWWKKG3btpX+LBAIaARnHSlkEeDo0aOoqqpSuEqZPFBVVZV+81+bsrIypKenIzMzE5mZmdi8eTMsLCxgZmYmPVnPysqSeYN7+Q2ksrJS5s3g5TcjTU1N6OnpSU+oeDwe+Hw+2rVrJ/1ZUt2TfFtrbGxMH46kXrS0tN74O/6y8vLyWr9Jl9zKyspQWFgIkUgkLVplZGRAKBRKi1mA7Im8hOSE/mUvf8C/TPJhLrlfS0sLurq6aNWqFTQ1NWFrayv9+5EU4V53o/dNQghpOagIIP/U1NSk30K/DWMMmzdvxpo1azB06FDs2bMHZWVlKCoqQkFBgfRY+uVvyyXHEGKxGEKhUPqFHVDzZLy6uhovXryAqqpqjdF6bzrZr604APx36d/Lo2dfV3wwMzODhoYG9PT0oKmpiVatWkFfX1/65aDkZF9S3JB8cUiajsId7bm5uaG0tBT3799/Y1WONA0dHR3pCdTFixdx8+ZNBAUFwdPTk+tohDQ6bW1tGlZGCCGEMyKRiIoACqKwsBCzZ8/Gb7/9htWrV2Pt2rWNPndAaGgoAgIC8OzZM7Ru3bpR2yYti8IVAZycnMDn8/H3339TEYBDjDH4+flh1KhRVAAghBBCCGkCNBJAMdy6dQtTpkyBSCTCxYsX4e7u3uh9MMbw9ddfY/r06VQAIFC4qSnV1NTQv39/nD9/nusoSu3IkSOIi4vDpk2buI5CCCGEEKKQKisr6RroFowxhpCQELi7u8PW1ha3bt1qkgIAAPz5559ISEjAggULmqR90rIoXBEAAAYPHoyLFy/WOukVaXrl5eVYs2YNZs2ahc6dO3MdhxBCCCFEIdFIgJZLKBTCy8sLfn5+WLlyJf78808IBIIm6y80NBQDBw5Ely5dmqwP0nIoZBHA09MThYWFiI2N5TqKUgoJCUFubi4+//xzrqMQQgghhCgsKgK0TLGxsejWrRv+/vtvnDlzBoGBgY1+/f/Lnjx5gsjISCxevLjJ+iAti0IWATp27Ih27dohKiqK6yhKJz8/H5s3b4afnx9NlkYIIYQQ0oRoYsCWZ9++fejTpw+srKwQFxeHwYMHN3mfu3fvRrt27TBmzJgm74u0DApZBACAgQMH0rwAHAgMDIS6ujqWL1/OdRRCCCGEEIVGIwFaDqFQiKlTp2LBggVYuXIloqKiYGJi0uT9lpaW4vvvv8fChQtpGWAipbC/CUOHDoWPjw+EQiGtM9lMkpOTsXfvXoSGhkJfX5/rOIQQQgghCq2yshLa2tpcxyBvcefOHUyZMgVCoRCRkZEYMmRIs/UdFhaGsrIyzJ49u9n6JPJPYUcCjBw5EmKxGJGRkVxHURr+/v6wsbHBxx9/zHUUQgghhBCFRyMB5F9YWBjc3d3Rrl07xMXFNWsBAAC+/vprfPDBBzAyMmrWfol8U9giQOvWrdG3b1/89ttvXEdRCjdu3MCpU6ewdetWGmpECCGEENIMqAggv4qKivDBBx9g5syZ8PX1RVRUVLPPl3X+/Hncu3cP8+fPb9Z+ifxT6LO1cePGYd26dfQG2QyWL1+O/v37Y9SoUVxHIYQQQghRCnSMK58ePHiAyZMnIycnB5GRkRg2bBgnOUJDQ9GvXz+4urpy0j+RXwo7EgAAxo8fD6FQiIsXL3IdRaGdOnUKV69exdatW7mOQgghhBCiNCorK6GhocF1DPKSsLAw9OzZE23atEFcXBxnBYCnT5/ijz/+wKJFizjpn8g3hS4CWFlZwcXFhS4JaEIikQgrV66Et7c3VRkJIYQQQpoRjQSQH2VlZfDx8cHMmTPh4+ODqKgomJmZcZZnx44dsLCwwPvvv89ZBiK/FLoIAPw3GuDXX39FdXU111EU0p49e/Ds2TNs2LCB6yiEEEIIIUpFJBJREUAOJCQkoFevXvjtt99w+vRphISEcDpCIz8/H9999x2WLl1Kc3WRWil8EcDLywvp6emIjo7mOorCKSoqQlBQEJYsWQIrKyuu4xBCCCGEKBW6HIB7YWFh6NGjB3R1dRETE4MRI0ZwHQl79uyBqqoqrdhFXkvhiwCOjo7o3r07jhw5wnUUhRMUFASRSITPPvuM6yiEEEIIIUqHLgfgTnl5OebOnYuZM2di9uzZuHz5MqytrbmOhcrKSuzatQvz58+HgYEB13GInFL4IgAAeHt748SJEygrK+M6isJIS0tDaGgoAgMD0bp1a67jEEIIIYQoHSoCcCMxMRFubm44fvw4Tpw4wfnw/5cdOXIEubm5WLhwIddRiBxTiiLAtGnTUFJSgoiICK6jKIyVK1fCxMQEc+fO5ToKIYQQQohSoiJA8/vhhx/Qo0cPaGpq4s6dO5g4cSLXkWSEhIRg2rRpsLCw4DoKkWNKUQQwNTXFgAED6JKARhIfH48jR44gODgYWlpaXMchhBBCCFFKVARoPuXl5ViyZAlmzJiBWbNm4cqVK7CxseE6lowzZ84gPj4en376KddRiJxTmukiP/zwQ8ybNw8vXryg4evvyM/PDz179pS7yichhBBCiDKhIkDzSEpKwpQpU/D06VMcP34ckydP5jpSrbZt24ahQ4eia9euXEchck4pRgIAwKRJk6ClpYWwsDCuo7RoERERiIqKwtatW6GiosJ1HEIIIYQQpUWrAzS9X375BW5ublBXV8ft27fltgBw9+5dnD9/HsuXL+c6CmkBlKYI0KpVK3h5eWHv3r1gjHEdp0USi8Xw9/fHxIkT4eHhwXUcQgghhBClxRhDVVUVjQRoIhUVFViyZAkmTJiAKVOm4OrVq7Czs+M61mtt2bIFTk5OGDJkCNdRSAugNEUAAJgzZw4SEhJw9epVrqO0SN9++y0SExOxceNGrqMQQgghhCi1yspKAKAiQBN48uQJ+vTpg++//x4nT57E3r175fp1TktLw08//QQ/Pz8aqUvqRKmKAD179kT37t2xf/9+rqO0OCUlJVi3bh3mz5+PDh06cB2HEEIIIUSpURGgafz6669wdXUFAMTGxraIObBCQkLQpk0bTJs2jesopIVQqiIAAPj4+OCnn35Cfn4+11FalK1bt6K4uBirV6+GSCTCjh074OrqCn19fRgbG2PEiBEIDw9/7aUWERERsLe3h7p6w+airKqqwsGDB9GrVy8YGRnB0NAQrq6u2LVrl/RDkBBCCCFEWVARoHFVVVUhMDAQEydOxNixY3Hp0iXY2triypUrWLhwIezt7aGlpQVjY2N4eHjghx9+qPW4VywW46uvvkLXrl2hq6sLHo+HQYMGISoqqklyFxUVYf/+/Vi0aBH9LpA6U7oigLe3N1RVVXH48GGuo7QY2dnZ2LZtG1avXg09PT0MGjQIhw4dwo4dO5CdnY1bt26hVatWGDt2LO7fvy/z2CdPnmDs2LFYuXIlsrKyGpzh448/ho+PDzw9PfHw4UM8fvwYXl5eWLx4cYuo0BJCCCGENCYqAjSe7OxsDB8+HMHBwdi7dy/CwsKgq6uLxMREeHh4ICkpCSdPnkRhYSGuX78OS0tLTJ8+HStWrJBpRywWY/z48fjss8/g4+ODZ8+eIS4uDtbW1hg6dCiOHTvW6Nm//vpriMVizJs3r9HbJgqMKaF58+ax9u3bM7FYzHWUFmHOnDnM3NyclZSUsPnz5zMDAwOWmZkps09xcTHT0tJi9+7dk9k+bdo0tnHjRiYSiZi5uTlTU1Ord/9PnjxhAFi3bt1q3DdkyBAGgN28ebPe7RJCiKLi8Xhs3759XMcgLYiPjw8bOnQo1zFIPaSkpDAA7Pr161xHadEuXrzITE1Nmb29PYuPj5e57+HDh0xdXZ29ePFCZntFRQUzMjJiWlparLy8XLr90KFDDABbvHixzP7V1dXM0dGRGRoasvz8/EbLXlZWxkxNTVlAQECjtUmUwjWlGwkAAJ9++imePHmCiIgIrqPIvYSEBHz33XfYuHEjioqKsG/fPnh7e0MgEMjsp6enh/LycnTu3Flm+8GDBxEQENDgywAA4NmzZwCAjh071rjP0dERAJCamtrg9gkhhBBCWhoaCfBuGGMICQmBp6cn3NzccOPGDXTp0kVmH0dHR4hEIhgaGsps19TUhIWFBSoqKlBeXi7d/ssvvwAAxowZI7O/iooKxo0bh/z8fJw8ebLRnsPevXuRn58PX1/fRmuTKAelLALY29tj6NChCAkJ4TqK3PPz84OTkxO8vb3x+++/QywW12t5QB0dnXfO4OjoCA0NDSQkJNS4LyEhASoqKnB2dn7nfgghhBBCWgoqAjRcYWEhJk6cCD8/P2zYsAE///wz+Hx+nR9fUFCAR48eoVu3buDxeNLtkktfjY2NazzG1NQUAHD58uV3TP8fkUiE7du3Y+7cudK2CakrpSwCAMCSJUsQFRWFu3fvch1FbkVHR+P06dPYunUrVFVVcfv2bQCAoaEhli9fDgsLC2hqasLKygq+vr548eJFk+QQCATYunUr4uPjsWrVKuTk5ODFixfYvHkzoqKisHbtWtjb2zdJ34QQQggh8khSBNDQ0OA4Scty+/ZtdO/eHTExMYiOjoa/v3+dl9UTCoW4cuUKxo4dCxMTE4SFhcnc36ZNGwCodR6snJwcAEBKSsq7PYH/8+233yIjIwPLli1rlPaIclHaIsDw4cPRsWNH7Nq1i+socokxBj8/P4wcORKenp4AgIyMDADArFmzkJWVhejoaGRnZ+OLL77At99+i969e6OwsLBJ8vj6+uLHH3/E4cOHYWxsDCMjI2zZsgUHDhxAYGBgk/RJCCGEECKvRCIRABoJUB9hYWHw8PCAlZUVbt26hT59+tT5sRs2bACPx4OHhwfU1NTwyy+/1LgMdtiwYQCAP/74o8bjz5w5A+C/ZbfflVgsxtatWzFr1ixYWlq+c3tE+ShtEUBFRQWLFy/GDz/8gOzsbK7jyJ0jR47gzp07CA4Olm6TXPOko6ODQ4cOwdbWFnw+HzNmzMDKlSuRlJSEbdu2NXoWxhg++eQTeHt7Y9myZcjMzEROTg6CgoKwaNEiTJ06FVVVVY3eLyGEEEKIvKLLAequrKwMs2fPxsyZM+Hr64tz587VmN/qbdasWYOKigo8fPgQjo6O6NatG7744guZfXx8fODq6opvvvkGu3fvRl5eHlJTU7Fo0SKkpaUBaJxLZY8cOYKnT5/Cz8/vndsiyklpiwAA8NFHH0FfXx87d+7kOopcKS8vx5o1azBr1iyZCqeenh4AwNPTs8ZEf5IJUM6ePdvoeQ4fPoz9+/dj3rx5+PTTTyEQCNCmTRt88sknCAgIwPHjx2lEByGEEEKUChUB6iYxMRG9evXC77//joiICGzatAlqamoNaktTUxOOjo7Ys2cPxo4di7Vr1yIqKkp6v7a2Ni5cuIAlS5Zg69atMDU1hZubGxhjOHHiBADAxMTknZ5PdXU1Nm/ejA8//BDt27d/p7aI8lLqIoCuri58fX2xa9euJhvG3hLt3LkT2dnZWLt2rcx2a2trAICRkVGNx0gmQJFc79SYJMOnJJclvGzw4MEAgMjIyEbvlxBCCCFEXlER4O1++eUXuLm5QVtbGzExMRg+fHijtS35AuzVof/6+vrYsmULnj59isrKSmRkZGD37t3SywC6d+/+Tv2ePHkSDx8+xIoVK96pHaLclLoIAACLFi0C8N8SGwTIz89HcHAwPvvsM7Rr107mPsmqAJK5AV4muaSivkOr6qIu104VFxc3er+EEEIIIfKKigCvV1VVhYCAAEyYMAFeXl64cuWK9MusxqKlpQUAdZ4YW7IqwIQJExrcJ2MMwcHBmDRpEpycnBrcDiFKXwTg8XiYO3cutm/fjrKyMq7jcC4wMBDq6upYvnx5jftGjhwJc3NznDlzRmZNVAAIDw8HAIwfP77RM7m5uQEAzp8/X+O+v/76CwDw3nvvNXq/hBBCCCHyiooAtXv27Bn69u2Lr7/+GseOHcPevXsb/Br5+fnhww8/rPU+ySjUnj17Srfl5uZCVVUV6enpMvsKhUIcOHAAU6dOfacVrcLDw3Hnzh34+/s3uA1CACoCAACWLVsGoVCI77//nusonEpOTsbevXvxxRdfQF9fv8b9WlpaOHDgAPLy8jB16lQ8evQIBQUFOHz4MDZu3Ag3Nzf4+vo2uP+UlBSoqalBRUVFuhwhACxYsAAdOnTAnj17pJcq5OXl4eDBg9i0aRPMzc1pYhRCCCGEKJXKykqoq6tDVZUO5yUiIiLQtWtXFBYW4vr16/Dy8nrnNo8ePYr169cjJSUFFRUVSElJgb+/P3744Qe4urrCx8dHZn/GGD7++GM8fvwYFRUVuHnzJoYPHw6BQIDdu3e/U5bg4GCMGTPmnS8pIITeNfDfEPaZM2ciODhYWlVVRv7+/rCxscGsWbNeu8/w4cPx999/o7y8HD179oRAIMCXX36JFStW4MKFCzVmPP3jjz+goqICFRUVpKWlQSwWS38+cOBArX2oqKjIrHnL5/Nx48YNLF26FHv27IGlpSXMzMywceNGzJo1C7GxsTA1NW2cF4EQQgghpAWorKyUOV5SZmKxGIGBgRgzZgxGjhyJmJgYdOrU6Z3bXbt2Lfbv34+rV69i4MCBMDAwgLOzM86fP4+NGzfi0qVLMse+bdq0wblz56CtrY2+ffvC0NAQs2fPxsiRI3Ht2jW0bt26wVnOnTuHq1ev0igA0ihUGGOM6xDy4NmzZ+jQoQNCQkIwd+5cruM0uxs3bqB3794IDw/HqFGjuI5DCCHkHfD5fGzZsgVz5szhOgppIebMmYPU1NQmWeWHNI39+/djxYoVKCgo4DoKp3Jzc+Ht7Y3o6GgEBwdjyZIlXEdqEgMGDICWlhb9jZLGcF397fsoBwsLC/j4+CAoKAgzZ86UTvahLJYvX45+/fpRAYAQQgghpAWorKxU+vkALl++DC8vL6irq+Pvv/9Gr169uI7UJP7++29ER0fj4sWLXEchCoIuB3jJ6tWrkZubi/3793MdpVmdOnUKV69exdatW7mOQgghhBBC6kCZiwCMMYSEhGDQoEFwdXVFXFycwhYAgP8uS+jXrx/69+/PdRSiIKgI8BJTU1N88skn+PLLL5VmpQCRSISVK1fC29sbPXr04DoOIYQQQgipA2UtAhQVFcHLywt+fn5YtWoVfv31VxgaGnIdq8mcOXMG0dHR2LRpE9dRiAKhIsArAgICUFhYiL1793IdpVl88803ePbsGTZs2MB1FEIIIYQQUkfKWASIi4tD9+7dER0djTNnziAwMFChV0dgjGHdunUYPXo0evfuzXUcokAU96+mgUxMTLBo0SIEBQVBKBRyHadJFRUVISgoCL6+vrCysuI6DiGEEEIIqSORSKRURYCwsDC4u7vDzMwMcXFxGDx4MNeRmtzPP/+MmJgYrF+/nusoRMFQEaAWK1euBGMMmzdv5jpKkwoKCkJlZSUtNUIIIYQQ0sIoy0iA8vJyzJ07FzNnzoSPjw+ioqKUYmno6upqrF+/HlOmTEG3bt24jkMUDBUBasHn8+Hv74/t27fj+fPnXMdpEmlpaQgNDcW6deveac1SQgghhBDS/CorK6GhocF1jCb1+PFjvPfeezh27BhOnjyJkJAQhX/OEkeOHMH9+/exbt06rqMQBURFgNdYvHgx2rZtiy+++ILrKE1i5cqVMDExwbx587iOQgghhBBC6knRRwL8/PPP6NGjBzQ0NBAfH48JEyZwHanZiEQifP7555gxYwY6duzIdRyigKgI8Bra2tr4/PPPcfDgQTx48IDrOI0qPj4eR44cQXBwMLS0tLiOQwghhBBC6klRiwBVVVVYsWIFJk2ahGnTpuHy5cuwtrbmOlazOnjwIJ49e4Y1a9ZwHYUoKCoCvMH06dPh5OSkcNfM+/n5oWfPnpg4cSLXUQghhBBCSAMo4sSAOTk5GD58OHbt2oX9+/djz549SveFVXl5OYKCgvDJJ5/A1taW6zhEQalzHUCeqampYffu3ejXrx8iIiIwcuRIriO9s4iICERFReHSpUtQUVHhOg4hhBBCCGkARRsJcOnSJXh5eUFPTw83btxAly5duI7Eid27dyMvLw8BAQFcRyEKjEYCvIWHhwcmTZqEJUuWoKKigus470QsFsPf3x8TJ06Eh4cH13EIIYQQQkgDKVIRYN++fRg8eDB69OiBmJgYpS0AFBcXY/PmzfD19YW5uTnXcYgCoyJAHWzbtg0ZGRkICQnhOso7+e6775CYmIiNGzdyHYUQQgghhLwDRSgCFBUVwcvLCwsWLMCqVavw66+/gs/ncx2LMzt27EBFRQVWrFjBdRSi4KgIUAcWFhZYsWIFNmzYgPT0dK7jNEhZWRk+//xzzJs3Dx06dOA6DiGEEEIIeQctvQiQkJCA9957DxcuXMCZM2cQGBgIVVXlPTUpKCjAjh07sGzZMhgZGXEdhyg45f1Lq6fPPvsMbdq0wcqVK7mO0iCbN29GYWEhVq9ezXUUQgghhBDyjlpyEeDo0aPo0aMHWrdujbi4OHh6enIdiXObNm2Cqqoqli5dynUUogSoCFBHOjo62LJlCw4fPoxLly5xHadesrOzsW3bNqxatQoCgYDrOIQQQggh5B1VVlZCQ0OD6xj1UlVVhYCAAHh7e8Pb2xvnz5+HmZkZ17E4l5mZiV27diEgIAAGBgZcxyFKgFYHqIeJEydi6NChWLp0KWJiYlrMkKX//e9/MDAwgK+vL9dRCCGEEEJII2hpIwGeP3+OKVOm4N69ezh27Bi8vLy4jiQ3AgMDYWhoiIULF3IdhSiJlnEWK0e2b9+Oe/fu4dtvv+U6Sp0kJCTg22+/xcaNG6Grq8t1HEIIIYQQ0ghaUhHg4sWL6NGjB168eIHr169TAeAlDx8+xMGDB7Fhwwbo6OhwHYcoCSoC1FOnTp2wYMECrF69GgUFBVzHeSs/Pz84OTnB29ub6yiEEEIIIaSRiEQiuS8CMMYQHBwMT09PDBo0CLdu3YKTkxPXseSK5Fh9+vTpXEchSoSKAA0QGBgIAFi1ahW3Qd4iOjoap0+fxpYtW1rMpQuEEEIIIeTt5H1OAKFQiIkTJ2LNmjUICgrC0aNH0apVK65jyZULFy4gIiKCjtVJs6Pftgbg8/nYsWMH9u7dK7eTBDLG4Ofnh5EjR2LIkCFcxyGEEEIIIY1Ini8HuHPnDrp164abN28iOjoa/v7+XEeSO9XV1VixYgVGjx5Nx+qk2VERoIE++OADjB49Gj4+PigvL+c6Tg1HjhzBnTt3EBwczHUUQgghhBDSyOS1CBAWFgYPDw9YWFjg1q1b6NOnD9eR5FJYWBji4uKwadMmrqMQJURFgHcQGhqKjIwMfPnll1xHkVFeXo41a9bg448/RufOnbmOQwghhBBCGpm8FQHKy8vxySefYObMmfDx8UFUVBRMTEy4jiWXysrKsG7dOsyZM4fmSCCcoCLAO7C0tMSGDRuwceNGxMXFcR1HaufOncjOzsa6deu4jkIIIYQQQpqAPBUBUlNT0a9fPxw/fhwnTpxASEgI1NVpJfLX2b59O/Lz86XzjBHS3KgI8I4WLVoENzc3zJ07F2KxmOs4yM/PR3BwMD777DO0a9eO6ziEEEIIIaQJyEsR4PTp0+jatStEIhFu376NiRMnch1JrqWlpWHTpk0ICAiAQCDgOg5RUlQEeEeqqqo4cOAA4uPjsWvXLq7j4PPPP4e6ujqWL1/OdRRCCCGEENJERCIRp6sDiMViBAYGYuzYsRg9ejSuXLkCOzs7zvK0FP7+/jA2NsayZcu4jkKUGI3TaQSOjo7w9/fHqlWrMGbMGNja2nKSIzk5Gd988w127twJfX19TjIQQgghhJCmVVVVherqas5GAuTm5sLb2xvR0dHYvn07lixZwkmOlubatWs4evQofv75Z2hra3MdhygxKgI0ktWrV+PkyZNYuHAhIiMjAQAVFRUoLS1FSUkJKisrUVhYiOrqaohEIhQXF9doQ7Lfq3R1daGlpVVjO5/Ph4qKCjQ1NaGnp4clS5bA0tISH330UeM/QUIIIYQQ0uSKioogFApRWFiIsrIyFBcXQyQSSe8vKChAZWUlBAIBbt++DX19faioqAAA1NTUYGBgAG1tbRgYGMDAwAA8Hq9R8926dQuTJ0+GWCxGdHQ03NzcGrV9RVVdXY2lS5di4MCBGD9+PNdxiJKjIsAb5ObmIjs7G9nZ2Xjx4gUKCgqQn5+PgoKCGjfJ9tTUVPD5fBQWFnKWW1tbG6qqquDxeNICgb6+Pvh8PgwNDcHn82vcDA0N0bp1axgbG8PMzAytWrXiLD8hhBBCiCLJy8vDkydPkJaWhrS0NGRnZyM9PR1ZWVnIyMhAXl4eCgsLUVBQAMZYndsNCgpCUFDQW/fj8/kwMDBA69atYWZmBmNjY5ibm0MgEMDExATt2rWDnZ0djI2N39jOvn37sHjxYnh6euLw4cNo3bp1nbMqu0OHDiE2NhZ37tzhOgohylkEyM3NxbNnz5Camop///0XmZmZyMjIQE5ODjIzM5GZmYns7GyZqiuAWk+kW7duDVtbWxgaGkJHRwd8Ph/q6uowMDCQnoBLvsk3MDCAmpoaVFRUwOfza+TS0tKCrq5uje1CobDGpINisRhCoRBA7SMOxGIxCgoKpKMOioqKpMWK7OxsJCUlyRQwysrKZNrX0dGBQCCAqakp2rZtC1NTU+nPlpaWsLKygpWVFRULCCGEEELw30R99+/fx71795CYmIjHjx/jyZMnePLkCQoKCqT7tWnTBgKBAGZmZjAxMUHHjh3Rpk0b8Pl88Hg86Tf4BgYG0NPTg46OjszQccnxJAAwxmTarqysRElJCcrKyiAUCqW3/Px8CIVC5OXlISMjA5mZmYiNjZV+2SUpPOjr68POzk56s7e3h4uLC6ytreHr64uffvoJ69atw+rVq6GqSlOL1VVRURHWrFl+jMICAAAgAElEQVSDBQsWwNnZmes4hChmEaCkpARJSUlISkrC48ePkZqaKr2lpKSgtLRUuq9AIJC+ERsbG6NTp04wNTWFsbExTExMIBAIYGxsDCMjI+kbbnMzMDCodXubNm0arY+Kigrk5eVJK9OvFkSSkpJw6dIlpKWlyYxyaN26NSwtLWFpaQlra2tYWlqiffv2cHR0hK2tLacT1hBCCCGENIWSkhLExMTg+vXriI+Pl574V1VVQVNTE/b29mjfvj0GDBiA2bNnS0+qLSwsGvU6fhUVFRgaGr5TG1VVVXj+/Lm0YCG5/fnnn9i1axdKS0uhpqYGLS0tuLu7AwDOnTuH9957r9EvNVBU69evR3l5OS3fTeSGCqvPmCM58/z5c9y/fx+JiYnSW1JSEp49ewYAUFdXl35jbWFhIT1JtbS0hIWFBaysrGhSjgYQCoXSgkpqaqrMqIqUlBSkpaUB+O/1t7GxgYODAxwcHGBvbw8HBwd06dLlnT+wCCGEvB6fz8eWLVswZ84crqOQFmLOnDlITU3F2bNnuY4ilzIzM3Hx4kVcu3YNV69eRVxcHKqqqmBhYQEXFxc4OzujS5cucHZ2hoODA9TVFeN7NrFYjOTkZGmh4969e4iPj0dycjJUVVXh5OSEPn36oE+fPujfvz+srKy4jix3EhMT0aVLF2zfvh0LFy7kOg4hAHC9RRQBqqqqkJiYiAcPHuD+/fuIjY1FTEwMsrKyAACGhoawtbWFra0tOnXqBCcnJ+m/dXR0OE6vfCoqKvD48WM8ePAAycnJSE5Olg6Pk1zCYGpqCicnJ3Tq1Amurq5wdXVFx44daWgZIYQ0AioCkPqiIoCsqqoqxMfHIzw8HH/88Qdu374NVVVVODg4wMPDA+7u7ujbty9sbGy4jsqJrKws3Lx5E7Gxsbhy5QouX76M8vJy2NrawtPTE56enhg+fDitVgVgyJAhyMnJwa1btxSmOERaPPksAqSkpODq1avSaus///yDyspKaGlpoXPnznBxcZHe6FvlliUtLQ13795FfHw84uLiEB8fj0ePHkEsFkNfXx/du3dHnz590Lt3b/Tu3btRL3kghBBlQUUAUl9UBADKysoQERGB48ePIzIyEsXFxXBwcMCwYcMwbNgw9O/fH3p6elzHlEvl5eW4cuUKzp49i7Nnz+Lu3bvQ1taGp6cnvLy8MHbs2Nde3qrIjh07hg8++ACXL19Gnz59uI5DiAT3RQCxWIzbt2/j0qVLuHLlCq5du4aMjAxoaGige/fu6N27N3r06AEXFxc4OjpSBU0BlZaW4p9//kFcXBxu3LiBa9euISEhAYwxODg4SAsCAwYMgL29PddxCSFE7lERgNSXshYBqqqqEBkZiWPHjiE8PBylpaXo378/Jk+ejOHDh8Pa2prriC1Seno6zp49i1OnTuHcuXNQVVXFiBEj4OXlhfHjx9e69LWiKSoqQseOHTFixAjs37+f6ziEvIybIkBmZiYuXbqE8PBwREREIC8vDzweDz179oS7u7t0mBUN5VdeRUVFuHHjBi5fvozY2FhcvnwZBQUFMDExQd++fTF69GiMHj2alqYhhJBaUBGA1JeyFQEyMzPx/fffY8+ePXj27Bl69+6NyZMnY8qUKTA1NeU6nkIpKCjA77//jhMnTuDs2bPQ09PDjBkzsGTJEtja2nIdr8l8+umnCAsLQ0JCAtq2bct1HEJe1jxFgOrqaly6dAk///wzzpw5g6SkJOjq6qJfv34YMmQIhgwZQstlkDeqqqrC9evXce7cOZw7dw43b94EAPTo0QMjRozApEmT4OTkxHFKQgiRD1QEIPWlLEWAmJgYBAcH47fffoOhoSE+/vhjfPLJJ7Czs+M6mlJIT0/HgQMHsH//fqSnp2Po0KHw9/fHgAEDuI7WqO7duwdXV1fs2bMHs2fP5joOIa9quiKA5MT/xIkT+Pnnn5GRkQEnJyeMHj0aQ4YMgbu7O83MTxqsoKAAf/31F86dO4fw8HCkpaWhU6dOmDx5MiZPnkwFAUKIUqMiAKkvRS8C3Lp1C59//jn++OMP9OrVC76+vpg0aZJSDEuXR2KxGOHh4QgNDcVff/2F/v37IzAwUCGKAYwxeHh4oKqqCteuXaNJr4k8ut7ov5VJSUnw8/ODubk5BgwYgOjoaMybNw8PHjzAP//8g02bNmHw4MFUACDvhM/nY8KECdizZw9SU1Nx6dIleHp64sCBA+jcuTM6deqELVu2IDc3l+uohBBCCOHI06dPMX78ePTq1QvZ2dk4ffo0bty4AW9vbyoAcEhNTQ3jx4/H+fPncenSJairq2PgwIEYNGgQ/vnnH67jvZODBw/ixo0b2Lt3LxUAiNxqlN9MkUiEkydPwtPTE46Ojjh58iTmz5+Phw8f4t69e1i7di06duzYGF0RUoOqqio8PDwQEhKC1NRUXL58GYMHD8aXX36Jdu3a4cMPP8Tly5e5jkkIIYSQZlJZWYkvv/wSnTt3xqNHj/DHH3/gxo0bGDlyJNfRyCs8PDwQFRWFS5cuobS0FN27d8dnn32GkpISrqPVW3Z2NgICArB48WJ07dqV6ziEvNY7FQFKS0uxZcsWWFlZYerUqdDR0UF4eDiSk5Oxdu1aODo6NlZOQupEVVUV7u7uCA0NRVpaGnbv3o3ExET07dsXLi4u+Omnn1BdXc11TEIIIYQ0kbt376Jr164ICgrC//73P8TFxdHJfwvg4eGBq1evYufOnThw4AA6deqES5cucR2rXpYuXQo9PT2sX7+e6yiEvFGDigAVFRUIDQ1F+/btsX79esyYMQPJyckIDw/HqFGjaOgLkQu6urqYPXs2YmJiEBMTA2dnZ0ybNg3dunXD77//Do5XxySEEEJIIzt8+DB69+6Ntm3b4v79+wgICICGhgbXsUgdqaqqYt68eXj48CG6deuGQYMGYceOHVzHqpPIyEj8+OOPCA0Nhb6+PtdxCHmjep+tnzx5Evb29vD398fUqVORnJyMTZs2wdLSsinyKa0ffvgB7u7uKCsrAwAcO3YMPXv2RGVlJcfJGk95eTl69eqFbt26IScnp0n76tGjB3744QfcvXsX9vb2GD9+PN577z3ExsY2ab+EEEIIaXqMMSxduhQfffQR5s+fj/Pnz8Pa2prrWKSBBAIBfvnlF2zYsAErVqzAtGnTIBKJuI71WiUlJVi4cCGmTZuGsWPHch2HkLeqcxEgLy8PU6dOxZQpUzBkyBA8evQI27dvb7J1L4uLi6GioiJzu3bt2lsft2LFCpnHbNiwoUny1UXXrl1rPIc33V7O+uGHH8LOzg5eXl44c+YMFi5ciKNHj0JTU7NeGbZu3Sptv127do39FN/JvHnzoKamhgsXLjTb+qlOTk44ceIEYmNjoaenh969e2PdunVy/cFCCCGEkNdjjGHhwoXYs2cPjh07hq1bt0JdXb1R2q7teFRFRUUhZrGXdyoqKvD398eff/6J06dPY9q0aaiqquI6Vq1WrVoFoVBY51ELHh4erz0fWLp0aa2PEYlE2LFjB1xdXaGvrw9jY2OMGDEC4eHh9Rrd2ljtkJatTkWAyMhIdO7cGVevXsXZs2dx4MABmJubN2mwVq1agTGGO3fuSLd98cUXb3xMXl4evvnmGwCAt7c3GGNYs2ZNk+Z8mxMnToAxJr3NnTsXwH+v6cvbvby8ajx29+7dePjwIUaOHIlt27ahQ4cO9e7fz88PjDG4uLi883NpTKGhoUhNTcW5c+fA5/Obvf9u3brh/Pnz2L59O7Zt2wY3Nzc8fPiw2XMQQggh5N18+umnOHDgAI4fP44pU6Y0atuS41HGGAQCAdTU1MAYw8WLFxu1n6ZWXFyMDh06YPTo0VxHqbdBgwYhIiICZ8+exfTp0+XuRPXmzZvYvXs3tm/fDoFA0CR9lJSUYNCgQTh06BB27NiB7Oxs3Lp1C61atcLYsWNx//79Zm2HtHxvLQLs2rULY8aMwdChQ3Hv3j0MGTKkOXLJ0NHRgZWVFSIjI3Hr1q3X7rdjxw5YWFg0Y7Kmpa+vj0ePHqG6uhozZ87kOk6jWrx4Mf766y+0atWKswwqKipYtGgR4uLioKWlBXd39xb3oU4IIYQos59++gk7d+7EkSNHMH78eK7jyC3GGKqrq1vs5MgeHh4IDw/HqVOnsHPnTq7jSFVWVmL27Nno378/pk+fXq/HxsTEyHwhKLl99dVXNfZdsWIF7t69iz///BP9+vWDjo4OLC0tcejQoXotddlY7ZCW741FgN27d8PX1xdBQUH4/vvvwePxmiuXDFVVVQQEBADAa4f3FxQUYM+ePfD392/OaG8UFxeHSZMm1WnfY8eOcT5qQVm1b98eFy5cwJAhQzBq1ChcuXKF60iEEEIIeYvs7GwsXrwY8+fPx+TJk7mOI9f09fXx5MkTREREcB2lwQYMGID//e9/CAgIwD///MN1HABAcHAwnj59igMHDkBFRaVJ+sjKysK+ffvg7e1dY6SBnp4eysvL0blz52ZrhyiG1xYBoqKi4Ovriy+//FIuTqw//vhjmJub4/fff8fdu3dr3L9z506MHDkSdnZ2HKQjLZ22tjaOHj2KYcOGYdy4cUhLS+M6EiGEEELewM/PD/r6+ti8eTPXUUgzWblyJbp06YIlS5ZwHQV3797Fhg0bsH79etjY2DRZP7///jvEYjE8PDzkoh2iGGotApSWlmLmzJmYPHmy9Bt4rmlpaWHFihVgjCEoKEjmvuLiYoSGhmLVqlVvbCMvLw/Lli2DnZ0dNDU1YWhoiBEjRuDChQvSfX799VeZyTkSExMxZcoUGBkZSbfl5uY2yXOsb/85OTnw9fWFtbU1NDU10bZtW0yYMAFxcXGvbT8hIQGjRo0Cj8eDrq4uBg4cWOs33297rQoKCl47sWFVVZXMdsloiKqqKhw/fhxDhgyBiYkJdHR04OzsjJCQELkYnqampobDhw+jbdu20rkbCCGEECJ/nj17hh9//BGBgYHQ09PjOk6djslePcb7999/4eXlBX19fRgZGWH69OnIz89HSkoKxowZA319fZiammLOnDkoKip6bTspKSnw8vICn8+HkZERRo8ejSdPnrx2//LycpnsLx/zaWlpoV27dvD09MShQ4ekq1TV53k2JXV1dWzatAl//fUXpys8iUQizJo1Cz169GhwQeLw4cPo2rUr9PT0wOPx0LdvXxw9erTGfrdv3wYAGBoaYvny5bCwsICmpiasrKzg6+uLFy9e1Km/xmqHKAhWi6+++oq1atWKZWdn13Z3s7pz5w7T09NjjDFWWlrKBAIBU1VVZQ8ePJDus2nTJjZlyhTGGGOXLl1iAJi3t7dMOxkZGczGxoYJBAIWHh7OCgsLWWJiIpswYQJTUVFh+/fvl9l/3LhxDADr378/u3DhAispKWHXr19nampqLCcnp8HPZ+7cuQwAi4yMfON+b+s/PT2dWVlZMYFAwE6fPs2KiorYP//8w/r378+0tbXZ1atXZdpzcXFhPB6PDRw4kF2+fJkVFRWxmJgY1qVLF6apqckuXrzYoNdq+PDhTFVVlT1+/LjGc+jduzc7evSo9Ofw8HAGgH355ZfsxYsXLCcnh+3cuZOpqqoyPz+/hr6kjS4qKooBYDdu3OA6CiGENAiPx2P79u3jOgZpQXx8fNjQoUO5jlFn27dvZ4aGhqyioqLZ+hQIBExNTa3G9voek0mO8SZMmMBu3brFiouLWVhYGAPARowYwcaNG8fu3LnDioqK2DfffMMAsE8//bRGv5J2xo0bx65evcqKi4vZuXPnmI6ODuvZs+dr9y8rK5NukxzzmZiYsPDwcCYUCllmZib74osvGAC2Y8eOBj/PptShQwe2fPnyZuvvVatXr2a6urosKSmpQY93d3dn06dPZ7Gxsay4uJglJCSw6dOnMwBs8eLFMvtK/r+ZmJgwb29v9uTJE5afn8++//57pqenx+zt7VlBQcFb+2ysdohCuFZrEeC9995jPj4+zR2mVi8XARhjLDg4mAFgH374IWOMsZKSEiYQCFh8fDxj7PVFgJkzZzIA7Mcff5TZXl5ezszMzJiOjg7LzMyUbpf8oURERDTq86lvEeB1/X/00UcMADty5IjM9oyMDKalpcVcXV1ltru4uDAA7Nq1azLb7969ywAwFxcX6bb6vFaSE+YFCxbI7Hv58mVmaWnJRCKRdFt4eDgbMGBAjefy4YcfMg0NDVZYWPi6l6PZOTk5saVLl3IdgxBCGoSKAKS+WloRYMKECez9999v1j5fVwSo7zGZ5Bjv9OnTMtudnJwYABYdHS2z3cbGhjk4ONToV9JOeHi4zPZJkyYxADW+tKqtCCA55jt+/HiN9ocPHy5TBKjv82xKixYtYm5ubs3W38tiY2OZhoYG2717d6O33atXLwaAXb9+Xbpt2LBhDACzsbGROa5mjLENGzYwAOx///vfW9turHaIQrhW43IA9n/L8vXv379RRxw0lgULFsDIyAg//vgjHj9+jL179+K9995Dly5d3vi4X375BQAwatQome1aWloYPHgwysrKcPbs2RqP69WrV+OFb4DX9f/rr79CVVW1xlIvJiYmcHJyQmxsLJ4/fy5zn7a2Ntzc3GS2OTs7w8zMDPHx8cjIyABQv9dq8ODB6NatGw4dOoS8vDzpvlu2bMHSpUtl1ukdPXq0zKUXEi4uLhCJRHK1LEn//v2lw6YIIYQQIl+Sk5Ph6OjIdQwADTsmA4AePXrI/GxmZlbrdnNzc6Snp7+2/549e8r8LFkp602PkZAc840YMaLGfZGRkTJr1jf0eTaFjh07Ijk5uVn6ellFRQVmzJiBfv36Yf78+Y3evuQS2vDwcOk2yeUunp6eMsfVADBmzBgAqPUc5lWN1Q5RDDWKABUVFaioqOBsJYC3adWqFZYuXQqxWIx169Zh69atb51Vv6KiAoWFhdDW1oa+vn6N+yUzZGZmZta4j+vrzGrrX/J8qqurwePxalybLzl5ffTokczjJPMKvMrY2BjAf7PsNuS1Wr58OUpLS/H1118DAJKSkvD333/Dx8dH5rGFhYVYu3YtnJ2dYWhoKM27YsUKAP/NRSEv+Hw+CgsLuY5BCCENoqqqKhdzrZCWQ0VFpUX9zpSVlUFXV5frGA0+JgMAAwMDmZ9VVVWhpqZW43mpqam98f/Nq8fsmpqaAPDW/59vO+arbd+GPM+moKuri5KSkmbp62UrV67E8+fP8e233zbJagCmpqYA/jsml7C2tgbw33H8qyTH8Dk5OW9tu7HaIYqhRhFAW1sbhoaG+Pfff7nIUyeLFy8Gj8fD0aNH4eLiUqNi+iotLS3weDyUl5fLTKwikZWVBeC/SmZLoKWlBT6fD3V1dYhEolrXGGWMYeDAgTKPe91JreSNxtjYuEGvlZeXFywsLLBr1y5UVFRg27ZtmDNnTo0PlDFjxuCLL77AnDlzkJSUhOrqajDGsGPHDgD/jUKRFykpKTA3N+c6BiGENIi2tnaNyb8IeRNNTU2IRCKuY9SZoaFhk07UXFcNPSaTB2875nt1X3l6njk5ObWezDalK1euYOfOnfjqq69gaWnZJH1IRm9ITsoBSGfzl4zYfZnkGP7VJf9q01jtEMVQ6+oAgwYNwm+//dbcWeqMx+Nh2bJl4PF4bx0FIPH+++8DAE6fPi2zvaKiAufPn4eOjg6GDRvW6FmbyoQJE1BVVVXrzP7BwcGwtLREVVWVzPbi4mLEx8fLbLt37x7S09Ph4uIirT7W97VSV1fHkiVLkJ2djW3btuHYsWPw9fWVeaxYLMaVK1dgYmICX19ftG3bVlpBfXXmWa5JLncYNGgQ11EIIaRBdHV15e69lcg3TU1NVFZWch2jzjp37iw3l+015JhMXkiO+SIiImrc161bN3z66afSn+XpecbGxjbrmvZFRUWYMWMGRo4ciZkzZ75TWwcOHICrq2uN7Ywx/PTTTwD+//B8ABg5ciTMzc1x5syZGsVdyWUD48ePf2u/jdUOURC1zRRw9uxZBoBdvny56aYjqKNXJwZ8m7quDiAUCmVmvH91AqXaJk9hjLGnT58yVVVVBoDFxsbW+/nUd2LAV/uXyMrKYnZ2dszW1pZFRESwgoIClpeXx7755humq6tbY4IXFxcXpqenxzw8PNj169dZcXFxnVcHeNtrxRhjQqGQ8Xg8pqKiwmbMmFFr5kGDBjEAbPPmzSwnJ4eVlpayv/76i1laWjIA7Ny5c297+ZrF5s2bmZ6ensxEkYQQ0pJ07tyZrV27lusYpAUJCAhg3bt35zpGnZ04cYKpqamxjIyMZuvzdRMD1veY7HXHeMOGDau1/f79+9d6LPy6dvz9/RkAdufOnbfuLznmMzU1ZX/88QcTCoXs2bNnbP78+UwgELB///23wc+zqZSWljIej8e++uqrZumPMcamT5/OjI2NG+X3bf/+/dJJtR89esTKyspYQkIC8/b2rnV1AMYYi4yMZOrq6mzcuHEsKSmJ5efns7CwMKanp8fc3NxYaWmpdN83navUpx2i0GpfHYCx/2YEbd++PadLRejp6TEA0tuwYcPeuP/L+0puoaGh0vtzc3PZ0qVLmY2NDdPQ0GA8Ho8NGzaMnT9/XrrPtWvXam1HQvKHpaKiwu7evVvn5/Ldd9/V2m5RUZHMfm/r/2V5eXls2bJlzNbWlmloaLC2bduyoUOHypxMb9myRdqGubk5u3nzJhs4cCBr1aoV09HRYf3796+12FOX1+pVK1asYACkKzW8Kicnh82dO5dZWFgwDQ0NJhAI2MyZM1lAQIA0Y3POLFubu3fvMh0dHbZ+/XpOcxBCyLvo1auXXC29SuTf2rVrWefOnbmOUWelpaXM2NiYBQQENFufxsbGTENDo9b76nJMVtsx3urVq1lMTEyN7Rs3bpR+sfXybd26da9th7Gax8KjRo1iv/zyS43tL39Z9uoxn6mpKZs6dWqty9/V5Xk2tdDQUKajo8OysrKapb/jx48zFRUV9vvvvzdKe+Xl5ezEiRPs/fffZ3Z2dkxLS4vxeDw2YMAAmaW1X3X16lU2bNgwxuPxmKamJnN0dGSBgYE1Ttzfdq5S13aIQrumwljtF2JnZmaiR48esLOzQ2RkpFxMvkJIU3r69Cn69u2L9u3bIyoqqsbMqYQQ0lIMHDgQnTp1wu7du7mOQlqIoKAghIWFITExkesodbZ9+3asXr0aMTExzTI0XF9fH9ra2jR5GofS0tLg7OyMWbNmYevWrU3e39OnT9G1a1fMnDkTISEhTd4fIc3keq1zAgD/Tfx29uxZPHjwAIMHD6Y3PKLQbt++DQ8PDwgEAvz2229UACCEtGht2rSRmV2akLdpiZNJLl26FL169cL06dMbfT6DefPm4bPPPpP+nJWVheLi4rcuSU2aDmMMc+bMgUAgwPr165u8v6qqKnh7e8PS0hKbNm1q8v4IaU6vLQIAgJOTE65fv44XL17A2dlZricLJKQhGGPYt28f+vbti44dO+Kvv/6S2+UxCSGkriwsLPDs2TOuY5AWxNDQEPn5+VzHqBdVVVUcPHgQjx8/xuzZsyEWixu1/ePHjyMpKQl5eXlYtWoVgP+KA4Qbfn5+iIqKQlhYWLOMUA4MDMSdO3dw9OhR6OjoNHl/hDSnNxYBAMDOzg43b97EuHHjMH78eEyZMqXFfUgQUpuUlBQMGjQIixYtwuLFixEZGUkFAEKIQrCwsEBqairXMUgLYmRkhKKioha1QgAAtG/fHr/++itOnTqF2bNno7q6ulHaXbduHUaMGIHBgwfD3NwcMTEx+H/t3XlYjenjP/D3USRK24xKWVtQ2mQrxSAZZF8Kw8fHUpjs2cZ8R/gYGQYlS8iSXWPfyi4higoVoizRRgvS3vn9MZfzm8Ysluru1Pt1XeeaOj099/tk5Dzv53nue+vWrRgyZEiZ7J8+zfz58+Ht7Y1t27ahbdu25T7e5cuX4eXlhdWrV8PMzKzcxyOqaH87J8BfOXz4MCZMmABFRUXMnz8fY8eORa1atcozH1GZy8jIwPLly7FmzRoYGhpi+/btsLCwEB2LiKjM/Pbbb3B2dkZubi7/naaPEhoaCnt7eyQnJ0NHR0d0nE8WHByMfv36oW/fvvD394eqqqroSFQGCgoKMG3aNPj5+WHbtm0YOXJkuY+ZkZEBCwsLtG3bFgcPHiz38YgE+Ps5Af5K//79cffuXQwaNAjTp09H8+bNsWXLlkq79inRH2VnZ8PT0xNNmzaFv78/Fi5ciBs3brAAIKIqp1GjRigpKcHz589FRyE5oampCQB49eqV4CSfp0ePHjh16hQuXbqEdu3aITY2VnQk+kJPnz6Fvb09du3ahf3791dIAVBSUoJRo0YBADZt2lTu4xGJ8kklAPD7ZEPe3t6Ij49Hjx49MGHCBLRo0QIrVqzAy5cvyyMj0ReJj4+Hh4cHmjZtCh8fH8yZMwcJCQmYOXMmz5ARUZXUpEkTAMDDhw/FBiG5oaWlBUB+SwDg91Uxbt26BU1NTbRv3x7e3t5lPk8AlT+pVIqAgAC0bt0aOTk5uHHjBgYNGlQhYy9ZsgSnT5/G3r17ZX8niKqiTy4B3mvYsCE2bNiAe/fuoVevXvjf//4HfX19jBw5EleuXCnLjESfrKioCAcOHED37t3RvHlz/Pbbb5g1axYSExPxww8/QEVFRXREIqJyU79+fTRo0ABRUVGio5Cc0NTUhEQikfsTOnp6erh48SKmTZuG2bNno127drhx44boWPSR4uLi0LVrV4wZMwYuLi64fv06mjdvXiFjnz9/HgsXLsTKlSvRsWPHChmTSJTPLgHea9asGXx8fPD8+XP4+voiLi4OdnZ2MDExgaenJ2JiYsoiJ9G/KikpQUhICCZPnoyGDRti6NChUFJSwrFjx5CQkIB58+Zx4j8iqjasrKwQGRkpOgbJiZo1a0JLSwsvXokNjXwAACAASURBVLwQHeWL1axZE4sXL0Z0dDTU1NRgY2OD//znP4iPjxcdjf5GUlISJk+eDEtLS7x58wZhYWHw9fVF3bp1K2x8FxcXDB48GO7u7hUyJpFIX1wCvFe3bl2MGzcOERERuHHjBrp3747NmzejVatWMDExwYIFC3D37t2yGo4IAFBcXIyLFy/C3d0d+vr66Ny5My5evIiJEyfi0aNHOH78OHr37o0aNcrsf3UiIrnAEoA+VaNGjarU0pItWrTAuXPnsGvXLty4cQMtW7ZkGVDJJCUlwd3dHYaGhjh69CjWrFmD69evo02bNhWWobCwEC4uLtDU1MTGjRsrbFwikT5pdYDPERMTg8DAQOzcuROPHj2Cjo4O7O3t4eTkBCcnJ9lENEQfKyUlBZcvX8axY8dw4sQJZGRkwMTEBEOGDIGzszNatmwpOiIRkXAHDx7EkCFDkJ2dzVug6KMMGDAAtWvXxp49e0RHKXMlJSU4cOAAfvrpJzx48ABdu3aFq6srBgwYAEVFRdHxqp2bN29i48aNCAgIwNdff42ZM2fCzc0NtWvXrvAsU6ZMwdatW3H9+nWYmJhU+PhEAoSVewnwnlQqxfXr1xEUFITTp0/L7s+ytraGo6MjunTpgnbt2vGNCn0gLS0NV69exblz53DmzBncv38fderUQefOneHo6IhevXrB2NhYdEwiokrl8ePHaNq0KS5duoROnTqJjkNyYOrUqYiIiKjSczsVFxfj8OHDWL9+Pc6fP48mTZrA1dUV3333HfT19UXHq9LS09Oxd+9ebNiwAbGxsWjfvj0mTZoEFxcXYRM179u3Dy4uLtixYwe+++47IRmIBKi4EuDPsrKycP78eZw+fRpnzpxBQkICFBQUYGZmho4dO6JDhw6wtbVFs2bNRMQjQYqLixETE4MrV67g2rVruHbtGh4+fIgaNWrAwsICjo6OcHR0RMeOHaGkpCQ6LhFRpWZgYIARI0Zg0aJFoqOQHFixYgW8vb2r1C0B/+T+/fvYsGEDtm/fjuzsbNja2sLZ2RmDBw+Gjo6O6HhVQkZGBg4dOoR9+/bhwoULUFJSwrBhwzBx4kS0bt1aaLbo6GjY2dlh7NixWL16tdAsRBVMXAnwZ8+fP8fVq1dx9epVhIWF4datWygoKICOjg7atGkDCwsLWFhYwNLSEgYGBrzHuwooKChATEwMoqOjZY+IiAi8efMGqqqqaN++PWxtbdGhQwfY2NhAXV1ddGQiIrkyceJEREZGIiwsTHQUkgP79+/H8OHDkZubi5o1a4qOU2Hy8/MRHByM/fv34+jRo3j37h06duyIb7/9Fj169ICVlRUkEonomHIjJiYGwcHBCAoKwsWLF6GoqIiePXti6NChcHJyqrDJ/v7Jy5cv0b59e+jr6+PMmTNcMpqqm8pTAvxZXl4ebt68iWvXruHWrVuIjo7G/fv3UVxcDBUVFZiZmcmKAWNjYxgbG/MyrkqqqKgIjx8/xoMHDxAXF4fbt28jOjoasbGxKCwshLKyMkxNTWFpaQlra2vY2trC1NQUCgoKoqMTEcm1gwcPYujQoUhLS+McPPSvwsPD0a5dOzx8+BAGBgai4wiRm5uLU6dO4ejRowgODkZKSgq0tbXh6OgIBwcH2NrawtDQUHTMSuXp06e4cuUKzp8/j+DgYDx79gxaWlpwcHBA37590adPH6iqqoqOKVNYWIju3bvj6dOnuHHjBr766ivRkYgqWuUtAf5Kbm4uYmJiEBkZKTtzfPfuXWRlZQEAVFRUYGRkJCsFWrRoAUNDQzRq1IiXdZWzoqIivHjxQnaw//5x//59JCQkoKCgAADQoEEDmJmZwdLSslSJw0l5iIjKXlZWFr7++mvs3r0bQ4YMER2HKrnXr19DXV0dx44dQ+/evUXHEU4qlSI6OhrBwcEIDg7G1atXkZ+fj/r168PGxkZ2+6qFhQXq1asnOm6FyMnJwZ07dxAWFia7gvf58+dQVFREmzZt8O233+Lbb79FmzZtKu3JnPHjx2Pfvn24du0aTE1NRcchEkG+SoC/k5aWhvv375c6+Lx3716pg8/atWujUaNGskfjxo3RpEkTWUGgo6PDy83/hlQqRXp6OtLS0pCUlISnT5/KHo8fP8aTJ0/w4sULFBUVAfi9jHlfxBgbG6N58+ayj6vLP5JERJWFnZ0dDA0NsW3bNtFRSA7o6elh+vTp8PDwEB2l0snPz8etW7dw7do12dxFycnJAICmTZvC3NwcZmZmMDc3h4mJCQwMDITMdl8WCgoKkJiYiLi4ONy5c0d2FeejR49QUlICLS0t2NjYyMqQNm3aVIrL/P/NL7/8gnnz5uHIkSNwcnISHYdIlKpRAvydoqIiPHv2DE+fPsWTJ0/w+PFj2cHrkydP8PTpU+Tl5cm2V1JSQv369aGrq4v69eujfv36aNCgAb7++mtoampCQ0MD6urqUFdXl31cp04dga/w87x+/RpZWVnIzMxEVlaW7OPMzEwkJycjNTUV6enpePHiBdLS0pCeni47wAeAevXqoVGjRmjSpAkaN25cqlxp0qQJGjRoIPDVERHRH61evRoLFixASkoKlJWVRcehSs7BwQFNmjTB5s2bRUeRC0+fPkV0dLTsIPn27dt4+PAhiouLIZFI0KBBAxgYGMDAwADNmjVDo0aNoKurC11dXWhra+Prr78Wkvv9e76UlBS8ePECSUlJePToERISEvDo0SM8e/YMJSUlkEgkaNasGczNzWUPCwsLubxdJCgoCE5OTli+fDmmT58uOg6RSFW7BPgYKSkpSEtLkx3wpqWlITk5Genp6UhNTZV9nJGRIbuq4I9q1aolKwRUVFRQt25d1KpVC2pqalBUVISamhpq1qwJFRUVKCsryxrh98/9kUQi+eBqhOLiYrx+/fqDcbOysvD+j+7t27coLCxEdnY2ioqKkJ2djYKCAuTk5ODdu3fIz88vdbBfUlLywf7q1KkDTU1N6OjoyP5R+uM/UO/LkAYNGkBDQ+Ozf95ERFSxUlJSoK+vj71792Lw4MGi41Al5+7ujqioKISGhoqOIrfevXuH+Ph42QH1+0dCQgKSkpKQn58v21ZRUVH23ktNTQ316tX74PHn94d/fD/5/v3ee69fv0ZxcTHevn2L169fl3pkZmbi1atXSElJKXUSrGbNmh+UFe8/NjIyqlT383+uu3fvwtbWFkOGDIG/v7/oOESisQT4FO/evSt1MP3+4/efv337VnbQ/U8H5MDv8xv88Rcw8PuVC2/evPlgXHV19Q9mpVVRUZHN3FunTh0oKSmVKh5q1aqFunXryr725ysY/vw5Z0UlIqq6unfvDlVVVRw8eFB0FKrkfH19sWDBArx69Up0lCrr/YG4r68vNm/ejDlz5qCoqAhZWVmlDtqzs7Px9u3bD94fvj/5AwAKCgqlbrV8fzKqbt26pYoENTU1aGhoyE746OjooEGDBrIrX6uypKQk2NraokmTJjh79izf8xKxBCAiIqr6tm7digkTJiA5OZmrBNA/On/+PLp164bk5GROqlyOUlJS0KJFC0ydOhULFy4UHafKys7ORqdOnVBcXIyQkBD+/iP6XVgN0QmIiIiofA0aNAiKiorYvXu36ChUyVlYWAAAIiMjBSep2qZOnQp1dXXMmTNHdJQqKzc3F05OTsjIyMDJkydZABD9AUsAIiKiKq5evXoYOXIkfHx8/nJeGKL3tLS00LhxY5YA5ejMmTPYv38/fH195XKCaXlQXFyMESNGIC4uDqdPn0ajRo1ERyKqVFgCEBERVQPTp0/Hw4cPcfLkSdFRqJKzsrJiCVBOCgoKMHnyZAwcOJBL1JUTqVQKNzc3BAUF4ciRI2jZsqXoSESVDksAIiKiaqB58+ZwdHSEt7e36ChUyVlZWeHWrVuiY1RJXl5eePbsGX799VfRUaqsH374AQEBAfjtt9/QsWNH0XGIKiWWAERERNXEtGnTcO7cOdy5c0d0FKrEWrdujcTERGRmZoqOUqU8efIEy5Ytw4IFC9CkSRPRcaokLy8vLFu2DJs3b0avXr1ExyGqtLg6ABERUTUhlUphYWGB5s2bIzAwUHQcqqSeP38OfX19nD9/Hl26dBEdp8ro06cPEhISEBUVJVvmmcrOqlWrMHPmTPj4+MDd3V10HKLKjKsDEBERVRcSiQSLFi3CgQMHcOPGDdFxqJLS09ODvr4+rl27JjpKlXHw4EGcOHECvr6+LADKwerVqzFz5kx4e3uzACD6CLwSgIiIqJqxsbGBhoYGJwmkv+Xs7IycnBwcP35cdBS59+7dO5iamqJTp07Yvn276DhVjo+PD6ZNm4alS5dyyUWij8MrAYiIiKqbxYsX49SpU7h48aLoKFRJ2dra4urVq1xSsgwsXLgQGRkZ8PLyEh2lytm0aROmTZuGJUuWsAAg+gS8EoCIiKgacnBwwLt373DlyhVIJBLRcaiSiYiIQNu2bRETEwMTExPRceRWbGwsLC0tsXr1akyaNEl0nCrF398frq6uWLRoEebPny86DpE84ZUARERE1dGqVasQERGBLVu2iI5ClZClpSVUVFRw9epV0VHkllQqhbu7O8zNzeHm5iY6TpXi4+OD8ePHswAg+kwsAYiIiKohMzMzfP/995g9ezbS09NFx6FKRlFREW3atMGVK1dER5FbO3bswKVLl+Dr6wsFBQXRcaqMZcuWYdq0aVi2bBkLAKLPxBKAiIiomlq0aBGUlZUxd+5c0VGoErK3t8elS5dEx5BLr1+/xty5c+Hm5oYOHTqIjlMlSKVSeHh4YP78+fDz88OsWbNERyKSWywBiIiIqilVVVWsXLkSW7duxeXLl0XHoUqma9euSExMRGJiougocmfevHkoKCjA4sWLRUepEoqLizF+/HisWbMGu3fvxvjx40VHIpJrLAGIiIiqsaFDh6Jnz57473//i7dv34qOQ5WIra0t6tSpg/Pnz4uOIldu3rwJPz8//Prrr9DS0hIdR+4VFBRg2LBh2LNnDw4fPoyhQ4eKjkQk97g6ABERUTWXlpYGc3NzODk5YfPmzaLjUCXSvXt31K9fH7t27RIdRS6UlJTA1tYWNWvWREhICFfe+EI5OTkYOHAgrl+/jmPHjsHe3l50JKKqgKsDEBERVXf169eHn58f/P398dtvv4mOQ5VIt27dcO7cOfCc0cfZsGEDbt68CV9fXxYAXyglJQWdO3dGVFQUzp8/zwKAqAyxBCAiIiL069cPY8aMwaRJk5CSkiI6DlUSXbt2RWpqKmJjY0VHqfRevnyJn376CdOnT4eFhYXoOHItNjYWHTp0QFZWFi5fvozWrVuLjkRUpbAEICIiIgDA6tWrUa9ePQwbNgxFRUWi41AlYG1tDQ0NDZw+fVp0lEpv5syZUFZWxk8//SQ6ily7cOECOnbsCF1dXVy7dg3GxsaiIxFVOSwBiIiICMDvqwUcPHgQ4eHhXH6LAAAKCgpwdHTEqVOnREep1EJDQ7Fjxw6sXr0aKioqouPIrcDAQPTq1QvdunXD+fPn8fXXX4uORFQlsQQgIiIiGXNzc2zatAmrV6/Gtm3bRMehSqBXr164dOkS3rx5IzpKpVRUVAR3d3d0794dgwYNEh1Hbnl7e8PZ2Rmurq7Yv38/lJWVRUciqrJYAhAREVEpw4YNw/Tp0zFx4kTcvHlTdBwSrGfPnigqKuJSgX9j1apVuHfvHtasWSM6ilzKz8/HmDFjMHPmTPj6+sLb2xs1avAQhag8cYlAIiIi+kBRURG6d++OhIQEXL16FXp6eqIjkUDt27eHlZUVNmzYIDpKpZKUlISWLVvCw8MDCxYsEB1H7iQnJ2PQoEGIiYnB7t270bt3b9GRiKoDLhFIREREH1JUVMThw4ehpqaGHj16ICsrS3QkEqhXr144ceIElwr8k2nTpkFHRwczZ86Ev78/2rVrBy0tLWhoaMDa2hq+vr4oKCgo9T2ZmZnYsGEDunbtCk1NTSgrK8PIyAgjRoxAdHT0J2coLCzEqlWrYG1tDVVVVdSvXx89e/bEsWPHKvWfV2RkJDp06ID09HRcvXqVBQBRBWIJQERERH9JTU0NJ0+exOvXrzFgwADk5+eLjkSCODk5ISkpCZGRkaKjVBqnT5/GgQMH4O3tjYkTJ2LcuHFwcHBAXFwcHj58CGdnZ0yePPmDeQJmzZqFyZMno1+/foiNjcWrV6+wZcsWREVFwdraGocPH/7oDDk5OejatSu2bduGVatWIS0tDREREVBRUUHfvn0RExNT1i+7TOzduxd2dnZo0aIFbty4AVNTU9GRiKoV3g5ARERE/ygqKgqdO3dG7969sWvXLkgkEtGRSAADAwO4uLhgyZIloqMIl5+fD3Nzc1hYWMDLywsGBgawsrLCrVu3Sm3n6OiIM2fO4MaNG2jbti0AYNy4cVBQUICfn1+pbaOjo2FpaQkjIyM8ePDgo3JMmjQJu3btwoMHD6CtrS17PicnB1paWoiIiECrVq2+8NWWneLiYsyfPx/Lli2Dq6sr1q5dC0VFRdGxiKob3g5ARERE/8zS0hIHDhzAgQMHMHHixEp9iTGVn4EDByIwMFB0jEph6dKlSEpKwvLly/Hs2TMAQMuWLT/YrkWLFgCAp0+fyp7bvHnzBwUAAFhYWEBZWRmPHj36qL9jqamp2LhxI0aMGFGqAACAunXrIi8vr1IVAJmZmXBycoK3tzcCAgLg5+fHAoBIEJYARERE9K8cHBxw+PBhbNu2DW5ubiwCqqFBgwYhPj4et2/fFh1FqIcPH2LZsmVYtGgRGjdujBYtWqBmzZq4d+/eB9veu3cPEokEZmZm/7rfnJwc5ObmolWrVh91tc3Ro0dRXFwMOzu7z3odFenmzZuwtrbG3bt3ERISgpEjR4qORFStsQQgIiKij9KzZ0/s3r0b27Ztw7Rp00THoQrWvn17NGrUCL/99pvoKEJNnToVBgYGmDJlCgBAW1sbK1asQHR0NH744Qekp6cjIyMDv/zyC86ePYuffvoJxsbG/7rf91dZzJ8//6NyvL/1QENDAzNnzkTDhg1Rq1YtNG7cGFOmTEFGRsZnvsKyFRAQAHt7ezRu3Bjh4eGy2yKISByWAERERPTRBg4ciJ07d2LdunWYOXMmrwioRiQSCQYOHIj9+/eLjiJMYGAgTp06BV9fX9SsWVP2/JQpU7Bnzx7s2LED9evXh5aWFpYvX47NmzfD09PzX/ebmpqKuXPnYty4cRg6dOhHZUlOTgYAjBkzBqmpqbh06RLS0tKwePFibNmyBTY2NsjOzv6s11kW8vLyMG7cOIwePRpTpkzB2bNnoaOjIywPEf1/LAGIiIjokwwdOhQBAQHw8fGBm5sbiouLRUeiCjJo0CDcv3+/0s46X57evHmDGTNmYPTo0fjmm29kz0ulUri6umLEiBGYMWMGUlJSkJ6ejiVLlsDd3R0uLi4oKir62/2+evUK3377Lb755hts2LDho/Pk5eUBAJSVlbFt2zY0a9YM6urqGDVqFObNm4cHDx7g119//ezX+yUePHiAdu3a4fDhwzhx4gS8vLygoKAgJAsRfYglABEREX2yYcOG4dChQ9i5cycGDRokOyChqs3W1hZ6enrV8paAhQsXIicnB15eXqWe37FjBzZt2oQJEyZg+vTp0NbWxldffQVXV1fMnTsX+/btg6+v71/uMycnBz169ICJiQl27dr1SQfKdevWBfD7fB1/nmCvT58+AIDg4OBPeYllYv/+/WjTpg2UlZVx69Yt9OzZs8IzENE/YwlAREREn8XJyQlBQUG4ePEievXqhdevX4uOROWsRo0aGDhwYLUrAWJiYuDj44Off/4Z9evXL/W1oKAgAL8fjP9Zt27dAACnTp364GtFRUUYMmQI9PT0sH379k8+U96kSRMAgJaW1gdfe58xPT39k/b5JfLy8jB16lQ4Oztj2LBhuHz5Mho1alRh4xPRx2MJQERERJ+tU6dOuHDhAmJjY+Hg4ICUlBTRkaicDRo0CHfv3kVcXJzoKBVCKpXC3d0dFhYWGD9+/Adfz8nJ+dd9vH379oPn3NzckJ+fj/3795c6k29oaIiwsLB/3ef7VQHezw3wR2lpaQDwwdKB5SU2Nhbt27fH9u3bsWfPHvj5+aFWrVoVMjYRfTqWAERERPRFrKyscPnyZWRlZaF9+/bVfgm5qs7e3h66uro4cOCA6CgVYtu2bQgJCcHatWv/8mx9+/btAQDnzp374Gvnz58HAHTo0KHU856enoiJicGRI0egpKT0Wbl69eoFPT09BAUFfXA7zrFjxwAA/fv3/6x9f4qAgAC0bdsWderUwa1bt+Di4lLuYxLRl2EJQERERF/MyMgIYWFhMDAwQMeOHXHkyBHRkaic1KhRA/37968WtwRkZmZi7ty5mDRpEtq1a/eX20yaNAlGRkZYv349fHx8kJaWhlevXsHf3x9eXl7Q09ODh4eHbPtt27Zh4cKFuH79OlRVVSGRSEo9Hj16VGr/jx8/hoKCAiQSiWxZQABQUlLC5s2b8erVK7i4uCA+Ph5ZWVnYsWMHli5divbt28uWMSwPL1++RN++fTFmzBhMnjwZISEhaNasWbmNR0RlhyUAERERlQlNTU0EBQXB2dkZgwYNwqpVq0RHonIydOhQREdH4+7du6KjlKt58+ZBIpFg8eLFf7uNuro6rl+/jmnTpmH9+vVo1KgRGjRogKVLl2LMmDG4efMmdHV1Zdt/bnkikUhKLUsIAN9++y1CQkKQl5eHtm3bQltbGz///DNmzZqFCxcuQFlZ+bPG+jfnzp2DhYUFbt++jYsXL8LLy+uDbERUeUmkXOCXiIiIytjy5csxd+5cDBs2DH5+frKZzKlqkEqlMDIyQv/+/bFixQrRccpFRESE7D737777TnScSiEvLw+enp5Yvnw5+vfvj02bNkFTU1N0LCL6NGEsAYiIiKhcXLhwAcOGDYOGhgYOHDgAExMT0ZGoDHl6emL9+vVISkqqcmeBS0pKYGNjAyUlJVy6dAkSiUR0JOHCw8MxatQovHjxAsuXL4erq6voSET0ecJ4OwARERGViy5duiAiIgLq6uro0KEDAgMDRUeiMjR69Gi8fPlStkReVbJu3TrcunULa9eurfYFQFFREZYtWwY7Ozvo6enhzp07LACI5BxLACIiIio3+vr6uHjxIkaMGAFnZ2dMmzbtg5nMST41adIEnTt3xrZt20RHKVOpqan4v//7P3h4eMDMzEx0HKHi4uJgY2ODhQsXYtGiRTh9+jQaNWokOhYRfSGWAERERFSulJSUsH79euzYsQNbt25F+/btERMTIzoWlYHRo0fj+PHjSE9PFx2lzHh4eEBVVRXz588XHUWY4uJirFy5Eq1bt4aCggIiIyMxZ84c1KjBQweiqoB/k4mIiKhCjBgxArdv30a9evXQpk0beHt7g1MTybdBgwZBSUkJu3fvFh2lTFy+fBm7du2Cj48PVFRURMcRIiYmBnZ2dpg3bx7mz5+P0NBQNG/eXHQsIipDLAGIiIiowjRu3BgXLlzArFmzMHPmTPTt2xfJycmiY9Fnqlu3LoYMGQJ/f3/RUb5YQUEBJkyYgB49eqB///6i41S49/f+W1tbIy8vD9euXcOPP/4IRUVF0dGIqIyxBCAiIqIKpaioiEWLFuHChQuIjY2FqakpduzYIToWfabRo0fjzp07iIqKEh3li6xcuRKJiYlYu3at6CgVLjo6Gu3bt8fChQuxcOFCREREoHXr1qJjEVE5YQlAREREQtjb2+Pu3btwdXXF6NGj0atXLyQlJYmORZ/I3t4ezZs3l+sJAp89e4YlS5bghx9+QLNmzUTHqTB5eXnw9PRE27ZtUadOHdm9/woKCqKjEVE5YglAREREwigrK8PLywsXLlzAgwcPYGZmhi1btnCuADkzcuRI7Nq1CwUFBaKjfJYpU6ZAV1cXHh4eoqNUmLNnz8Lc3ByrV6/GmjVrEBISwnv/iaoJlgBEREQkXKdOnXD79m2MHj0arq6u6Ny5M1cQkCOjRo1CVlYWDh48KDrKJwsKCsLhw4fh7e2N2rVri45T7tLS0vDdd9+he/fuMDU1xd27d+Hm5gaJRCI6GhFVEImUVTsRERFVIlFRUZg4cSJu3ryJiRMnYsmSJdV2pnZ5MnDgQKSnp+Py5cuio3y03NxctGrVCu3atcOePXtExylXUqkUO3bswMyZM1GrVi14e3tj8ODBomMRUcUL45UAREREVKlYWloiNDQUK1euxPbt22Fubo4jR46IjkX/4vvvv0doaChu3bolOspH+/nnn5Geno4VK1aIjlKuHjx4gG7dumHs2LEYPnw47t27xwKAqBpjCUBERESVjoKCAtzd3REXF4cOHTpgwIABcHR05C0ClVi3bt1gamoKPz8/0VE+Snx8PFasWIFFixZBT09PdJxykZOTg7lz56JVq1Z49+4dwsPD4e3tDVVVVdHRiEgglgBERERUaenq6mL37t0ICwvD27dvYW5ujlGjRiE9PV10NPoLbm5u2LlzJzIzM0VH+VdTp06FoaEhvv/+e9FRysW+ffvQokUL+Pn5YfXq1bh69SosLS1FxyKiSoAlABEREVV67dq1Q2hoKDZt2oQzZ86gRYsWWLVqFfLz80VHoz8YPXo0FBUVsX37dtFR/tHevXsRFBQEPz8/1KxZU3ScMnX//n18++23GDZsGLp06YJ79+5h0qRJqFGDb/uJ6Hf8bUBERERyoUaNGhgzZgwePHgAV1dXzJ8/Hy1atMDOnTtRUlIiOh4BUFVVxYgRI7B27dpK+2fy5s0beHh4YMyYMbC1tRUdp8zk5OTA09MT5ubmSE9PR2hoKAICAqCtrS06GhFVMiwBiIiISK6oqqpi6dKliI+Ph6OjI/773//CzMwMgYGBoqMRAHd3dzx69Ahnz54VHeUv/fTTT8jNzcXSpUtFD3XvogAAF3tJREFURykTJSUl2LZtGwwMDLB27Vr4+voiPDy8ShUcRFS2WAIQERGRXNLT04Ofnx/u3LkDU1NTODs7w87ODseOHRMdrVozMTFBp06dsHbtWtFRPnDnzh2sXbsWXl5e+Prrr0XH+WKhoaHo0KEDxo0bh8GDB+PBgwcYP348L/0non/E3xBEREQk11q0aIH9+/cjNDQUKioq6Nu3L2xsbHDy5EnR0aqt77//HsePH0diYqLoKDJSqRQTJkyApaUlxo4dKzrOF0lKSsKoUaPQqVMnqKqq4tatW/D19YWGhoboaEQkB1gCEBERUZVga2uLoKAgREZGomHDhnBycoKFhQUCAwMhlUpFx6tW+vfvD11dXaxbt050FBl/f39cv34dfn5+cnum/P19/8bGxggLC8O+fftw7tw5mJubi45GRHJEPn8DEhEREf0NS0tL7N+/H1FRUbCwsICLiwvMzc0REBCA4uJi0fGqhZo1a2Ly5MnYuHEjsrOzRcdBRkYGfvjhB7i7u8PKykp0nE9WXFyMLVu2wMjICD4+PliyZAliYmIwZMgQ0dGISA6xBCAiIqIq6f2Bf3R0NKysrDBmzBjZc0VFRaLjVXkTJ06ERCLBpk2bREfBnDlzoKCgAE9PT9FRPtmRI0dgbm6OCRMmYMCAAYiPj8f06dOr3NKGRFRxWAIQERFRldaqVSsEBATg9u3bsLS0xJgxY9CyZUusWbMGb968ER2vyqpXrx7Gjh2L1atXo6CgQFiO8PBwbNmyBStXroS6urqwHJ8qLCwM33zzDfr3749mzZrh7t27WLt2LbS0tERHIyI5xxKAiIiIqgUTExPs2rULsbGxcHBwwLx589CwYUPMmDEDCQkJouNVSdOnT0daWhr27dsnZPzi4mK4ubnB3t4eLi4uQjJ8qri4OAwdOhQ2NjYoKirC5cuXcezYMRgbG4uORkRVBEsAIiIiqlaMjY2xfv16vHjxAgsXLsTBgwdhZGSE7t2749ixY5xEsAzp6+tj6NChWL58uZCfq6+vL2JiYrB+/XpIJJIKH/9TPHv2DG5ubjAzM0NsbKxsxQs7OzvR0YioimEJQERERNVSvXr1MHXqVCQkJODw4cMAgL59+8LKygobN25Ebm6u4IRVw+zZs3H37l2cOXOmQsdNSUmBp6cnZs2ahZYtW1bo2J8iIyMDc+fOhbGxMYKCgrBu3TpER0dz0j8iKjcSKetuIiIiIgBAREQEVq9ejcDAQKirq8PNzQ2urq7Q19cXHU2ude/eHQAqtAgYPnw4rly5gtjYWNStW7fCxv1Y7969w5o1a+Dl5QVFRUV4eHhg2rRpUFJSEh2NiKq2MJYARERERH+SnJyMdevWYePGjXj16hV69OiBsWPHok+fPpyV/TOcPn0aPXr0wK1bt2RL9GVnZyMrKwvZ2dkoKChAVlaWbPvc3Fzk5eXJPldRUZH93BUUFFCvXj0oKytDTU0N6urqHxzkX7p0CV26dMGRI0fQp0+fCniFH6+wsBD+/v5YtGgR3r59Cw8PD8yYMQMqKiqioxFR9cASgIiIiOjvFBQUIDg4GDt27MChQ4egqqqKIUOG4Pvvv4e5ubnoeJVOYWEhHj9+jEePHiElJQXPnj1Damoqnj17hitXrqBmzZrIz89HZmZmmY6rqKgINTU1aGpqon79+khKSoKCggImTJgAXV1d6Ovrw8DAAPr6+sLmBigsLMSePXuwePFiPHnyBP/973+xcOFC6OjoCMlDRNUWSwAiIiKij/H8+XPs3LkTfn5+SExMhLW1NVxdXTF8+PBqdxY3JycHd+7cQVRUFO7fv48HDx4gPj4ejx8/RmFhIQCgbt260NfXh7a2NvT19aGjowNtbW2oq6tDXV0dampqsoeSkhLU1NRQo8bv01XVqlWr1Nn97OxslJSUAPi9mMnJycG7d+9kVxK8f2RkZCAtLQ1JSUl4/vw5UlJSkJKSgvz8fACAsrIyjIyMZI+WLVvC0tISLVu2LLcrPP588O/i4oIFCxbAwMCgXMYjIvoXLAGIiIiIPkVJSQnOnDkDf39/HDlyBLVr18awYcMwZswYtGvXTnS8MldQUIDw8HBcuXIFkZGRiIqKQnx8PIqLi6GmpoYWLVrA2NgYxsbGMDIygqGhIQwNDaGmpiY6ukxqaioePnwoKysePnyI+Ph4xMXFIT8/H0pKSmjVqhUsLS3RunVr2Nvbw9TUVFZKfA4e/BNRJcUSgIiIiOhzZWVlYf/+/bIZ3Rs3box+/fph9OjRsnvf5U1+fj5CQ0MREhKCS5cu4caNG8jNzYWuri6sra1haWkJS0tLWFlZoWnTppV+6b1/UlRUhLi4OERFRckKjps3b+L169fQ1NSEnZ0dOnXqhM6dO6N169YfVQrw4J+IKjmWAERERERlISIiAnv27MG+ffvw/PlzWFpaYvjw4XB2dkajRo1Ex/tH6enpOHXqFI4fP47g4GC8fv0aurq6sLOzg4ODAzp27AgTExO5PuD/WMXFxbh37x6uXLmC0NBQXLhwAUlJSfjqq6/QpUsXODk5oV+/fh9c6fD+4H/RokV4+vQpD/6JqLJiCUBERERUlkpKSnD16lUEBgZi7969SEtLg7W1NUaOHAkXFxdoa2uLjgjg90vk9+7di927dyM8PBzKysro2rUrevfujV69elX64qIi3b59GydOnMCJEycQFhYGBQUFODg4YMSIEejduzeOHDnCg38ikhcsAYiIiIjKy/vVBfbs2YOjR48iPz8f3bt3x5AhQ9CnTx989dVXFZonPz8fBw8exM6dO3H69GnUqVMHAwcOxJAhQ9ClSxcoKytXaB559PLlSwQFBWHfvn0IDg6GoqIi8vPz0bt3b/j6+rI8IaLKjiUAERERUUXIycnBkSNHsHfvXpw5cwaFhYWwt7fHgAED0K9fPzRu3Ljcxk5LS8PWrVvh6+uL5ORkdOnSBSNHjsSgQYNKzcJPnyYzMxOBgYHYvHkzIiIiYGhoiO+//x7jxo3jz5WIKiuWAEREREQV7d27dzh37hwCAwNx7NgxZGVlwcTERHaFgLW1dZmM8/DhQ/zvf//D3r17Ua9ePYwfPx6TJk2Cnp5emeyf/r/o6Gj4+Phg9+7dqFOnDiZMmAAPDw9oaGiIjkZE9EcsAYiIiIhEKigowIULF3Do0CEcPXoUycnJMDQ0lF0h0KFDBygoKHzSPl+8eIHFixfD398fhoaG8PDwwPDhw1G7du1yehX0Xnp6Ovz8/ODt7Y3i4mLMnj0bU6ZMQZ06dURHIyICWAIQERERVS4xMTEIDAzE/v37ERcXB01NTXTr1g0ODg7o3bv3P57FLygowNKlS/HLL7/gq6++woIFC/Cf//znk0sE+nKvX7/Gr7/+ipUrV0JVVRUrVqzA8OHDRcciImIJQERERFRZJSQk4OzZszh27BjOnj2LvLw8mJiYoE+fPnBwcEDnzp1Rs2ZNAMCNGzcwduxYJCYmwtPTE+7u7jzzXwmkp6fjp59+wsaNG9GrVy9s2LCBt2MQkUgsAYiIiIjkQU5ODs6fP49Tp04hKCgIiYmJ0NTUhIODA9TU1LBlyxZ06dIFGzduRNOmTUXHpT+5fPkyxo0bh9TUVGzatAlDhgwRHYmIqieWAERERETy6N69ezh06BBWrVqFrKwsrFmzBq6urpBIJKKj0d/Izc3F7NmzsXbtWvz4449YuHAh/7yIqKKFKYpOQERERESfTl1dHXv27EGNGjVw8eJF2Nraio5E/0JZWRlr1qyBpaUlJk2ahNjYWOzZs0d2SwcRUUWoIToAEREREX2arKws9OjRAwUFBQgPDy/TAqBVq1aQSCT/+qhRowZSUlLKbNzqZOzYsTh79ixOnz6N0aNHo6SkRHQkIqpGWAIQERERyZHc3Fz07t0bmZmZOH36NBo2bFjmYxw6dAhSqfSDR25uLkxMTAAA06dPh46OTpmP/WeFhYUwNzeHnZ1duY9Vkezt7XH48GEcOHAAU6dOFR2HiKoRlgBEREREcsTT0xMxMTE4ffo0GjVqVKFjz5kzB7GxsWjVqhV+/vnnChu3pKSkSp4t79q1K3bu3AlfX18cOXJEdBwiqiY4MSARERGRnIiKikK7du2wdu1ajB8/vkLHPnPmDHr06IFatWrhxo0bMDc3r9Dxq7LRo0fj9OnTiImJgYaGhug4RFS1cXUAIiIiInnRtWtXlJSU4MKFCxU6q3xGRgbMzMzw4sULrFixAjNnzqywsauDjIwMmJiYYOzYsViyZInoOERUtYXxdgAiIiIiOZCQkICLFy9i7ty5Fb6snJubG168eIFvvvkGM2bMKPW1w4cPl5ow8PHjx3B2doa6ujq0tLTg5OSER48efbDPV69eYcaMGTAwMECtWrWgoaGBnj174sKFC7Jtjh8/XmrfeXl5fznmkydP4OzsDFVVVWhpaWHkyJHIzMzE48eP0adPH6iqqkJXVxfjx4/HmzdvPitLedLU1ISrqyu2bNmCoqKiChmTiKoxKRERERFVej/++KO0YcOG0qKiogodd/v27VIAUnV1denTp0//drt+/fpJAUj79esnvXr1qvTt27fSM2fOSJWVlaVt27YttW1ycrK0adOmUm1tbemxY8ek2dnZ0vv370sHDhwolUgk0k2bNv3lvnNzc//y+YEDB0ojIiKkb9++lQYEBEgBSHv27Cnt16+fNDIyUvrmzRvphg0bpACk06dP/6Is5SUhIUFao0YN6cmTJytkPCKqtq7xSgAiIiIiORASEoKePXtCQUGhwsZ8/PgxJk+eDABYt27dR61EMG7cONjY2KBu3bpwcHBA7969ER4ejpcvX8q2mTdvHhITE7F69Wo4OTmhXr16MDY2xu7du6Grq4spU6YgNTX1o3OOHTsW1tbWqFu3LkaOHAlTU1OcOnUKM2bMgKWlJVRUVODm5oamTZvi5MmTpb63rLN8rqZNm8LU1BQhISHlPhYRVW8sAYiIiIjkwOPHj2FsbFxh45WUlGDUqFF4/fo1hg0bhmHDhn3U97Vt27bU5++LgxcvXsieO3ToEACgd+/epbZVUlJCt27dkJubi+Dg4I/O2qZNm1KfN2jQ4C+f19PTK5WjPLJ8CSMjIyQmJlbIWERUfbEEICIiIpIDeXl5UFZWrrDxfvnlF1y+fBkNGzbEunXrPvr71NTUSn1eq1YtAJAt8Zefn4/s7GzUrl0bqqqqH3y/trY2ACAlJeWjx6xXr16pz2vUqAEFBQXUqVOn1PMKCgqllhosjyxfok6dOsjNza2QsYio+mIJQERERCQH1NXVkZGRUSFjRUZG4qeffoJEIsH27duhrq5eZvtWUlKCmpoa8vLy/nKSvveX3uvo6JTZmPKQBfh9gkIuEUhE5Y0lABEREZEcMDExQWRkZLmPk5eXhxEjRqCwsBAzZsxAly5d/nK7wYMHY8WKFZ81xoABAwAAJ06cKPV8fn4+zp07B2VlZfTo0eOz9i2vWaRSKaKiomBiYlLuYxFR9cYSgIiIiEgOODk54dSpU8jMzCzXcWbPno24uDiYmZmV25r1S5cuRdOmTTFt2jQcP34cb968wYMHDzB8+HAkJyfD29tbdil+eassWS5evIjk5GQ4OTmV+1hEVL2xBCAiIiKSA87OzlBQUMDu3bvLbYykpCT4+voCAO7cuYPatWtDIpH85ePAgQMAgLCwMEgkEhw5cgQAoKysjB9//BEAIJFIsGzZMgCAlZWV7ABXR0cH4eHhGDZsGKZMmQItLS20a9cOOTk5OHv2LMaPH/+POf9uzIiICEgkEgQHB6O4uBgSiQReXl4IDQ2FRCLBpUuXkJOTA4lEAk9PzzLJUlb8/f1hY2PDKwGIqNxJpFKpVHQIIiIiIvp3kydPxm+//YaYmBhoamqKjlNh+vTpg5MnTyI/Px+Kioqi45S5GzduwNbWFgEBARg+fLjoOERUtYXxSgAiIiIiObFkyRIoKipi5syZoqOUq1atWuHx48eyz58/f45GjRpVyQKgoKAAY8eORefOnT96GUYioi/BEoCIiIhITtSrVw++vr7Yvn07Nm7cKDpOuVq+fDnevn2Lo0ePIioqChMmTBAdqcxJpVJMmDABT548gb+/PyQSiehIRFQNVL06lYiIiKgK69evHxYuXIiJEydCTU0Nzs7OoiOVOX9/f8yZMwe6urrQ0dHBzz//DA8PD9Gxytzs2bOxc+dOHDlyBE2aNBEdh4iqCc4JQERERCSHpk2bhvXr12PTpk0YNWqU6Dj0CYqLizFr1ix4e3tj165dcHFxER2JiKqPMF4JQERERCSHVq1ahdq1a2P06NG4c+cOvLy8oKCgIDoW/YusrCy4uLggJCSEBQARCcErAYiIiIjk2O7duzFu3DjY2Nhg8+bNaNq0qehI9DcuX76MMWPGIC8vD4cOHUKbNm1ERyKi6oerAxARERHJs+HDhyM0NBRpaWkwMzODj48PSkpKRMeiP3jz5g3c3d3xzTffoEWLFggPD2cBQETCsAQgIiIiknOtW7fGzZs34eHhgVmzZqFDhw44f/686FjVXnFxMbZu3QpTU1Ps27cPAQEBOHbsGHR0dERHI6JqjCUAERERURVQq1YteHp64ubNm9DS0kK3bt3g6OiIiIgI0dGqHalUioMHD8LMzAxubm7o1asXYmJiMGLECNHRiIhYAhARERFVJa1atcKpU6dw9epV5Ofno23btrCzs0NgYCCKi4tFx6vS8vPzERAQAAsLCwwePBitWrVCTEwMNmzYgPr164uOR0QEgCUAERERUZVkY2ODS5cu4dSpU1BRUYGzszNatmwJHx8fZGRkiI5XpSQmJuKHH36Avr4+XF1dYW1tjaioKOzfvx9GRkai4xERlcLVAYiIiIiqgbi4OPj4+GDHjh0oLCxEz5498d1338HJyQm1a9cWHU/uZGRkYN++fdi1axeuXr0KbW1tTJgwARMmTIC2trboeEREfyeMJQARERFRNfLmzRscOnQIO3fuxPnz56GqqgonJyc4OTnB0dERGhoaoiNWWk+fPsWJEydw/PhxnD17FoqKiujfvz9GjBgBR0dHKCoqio5IRPRvWAIQERERVVfJycnYu3cvjh49itDQUACAnZ0devXqhc6dO6N169bV+sA2JycHYWFhOHfuHE6cOIHbt29DRUUFjo6O6N+/PwYMGAAVFRXRMYmIPgVLACIiIiICsrKyEBwcjOPHjyM4OBjp6elQUVGBjY0N7O3tYW9vDysrK6ipqYmOWm5SUlIQHh6OkJAQhIaGIiIiAkVFRTA0NETPnj3h5OSEzp07Q0lJSXRUIqLPxRKAiIiIiEqTSqWIi4vD5cuXERoaipCQEDx9+hQSiQTNmjVD69atYWVlBUtLS5iYmKBhw4aoUUN+5psuKChAYmIi7ty5g8jISERGRiIqKgrJycmQSCQwNTWVFR+dOnWCnp6e6MhERGWFJQARERER/bukpCTcunVLdsAcGRmJJ0+eAACUlJRgYGAAY2NjGBoawsDAAHp6emjQoAEaNGgAbW3tCi0JCgoKkJKSgqSkJKSkpODZs2eIj4/Hw4cPER8fjydPnqC4uBgKCgpo3ry5rNCwsrJC69atOS8CEVVlLAGIiIiI6PNkZmbi/v37iI+Px4MHD2QH2QkJCcjMzJRtp6ioCG1tbdSvXx8aGhpQU1OTPdTV1aGsrAwlJSXUqVMHAFCjRg3ZbQclJSXIzs6W7ev169coLi7GmzdvkJ2djaysLGRnZ8s+Tk1NRWpqqmx7iUQCbW1tGBoawsjISPZfIyMjGBsby8YkIqomWAIQERERUdnLzc3F8+fPkZycjOfPnyMlJQWpqanIzMwsddCenZ2NvLw8vHv3Dvn5+QCAwsJCvH37VrYvdXV1SCQSAEDdunVRq1YtqKiolCoS3v9XW1sb+vr60NHRQcOGDaGtrY2aNWsK+RkQEVVCLAGIiIiIiIiIqokw+ZnBhYiIiIiIiIi+CEsAIiIiIiIiomqCJQARERERERFRNaEIIFB0CCIiIiIiIiIqd/H/Dzf1YXK2/6FnAAAAAElFTkSuQmCC",
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "{\n",
    "    let g = moravia();\n",
    "    draw_graph(&g);\n",
    "}"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Rust",
   "language": "rust",
   "name": "rust"
  },
  "language_info": {
   "codemirror_mode": "rust",
   "file_extension": ".rs",
   "mimetype": "text/rust",
   "name": "Rust",
   "pygment_lexer": "rust",
   "version": ""
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}