{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "4ed8ef3b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T06:59:30.050921Z",
     "start_time": "2024-11-09T06:59:30.043221Z"
    }
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from astropy.io import fits\n",
    "import matplotlib.pyplot as plt\n",
    "import astropy.constants as constants\n",
    "from scipy.integrate import quad\n",
    "from astropy.wcs import WCS\n",
    "from mgefit.find_galaxy import find_galaxy\n",
    "import pyarrow.parquet as pq\n",
    "import pandas as pd\n",
    "from astropy.coordinates import SkyCoord\n",
    "import astropy.units as u\n",
    "from scipy.spatial import cKDTree"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2b7b847c",
   "metadata": {},
   "source": [
    "作业16\n",
    "\n",
    "如果某质量为m的天体，从无穷远处到被黑洞吸积到最小稳定轨道（3Rs），释放的能量是多少?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6bb9ab74",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Rs = 2GM/c2\n",
    "#delta_E = 0 - (-GMm/3Rs) = GMm/3Rs\n",
    "delta_E = mc^2/6 #释放的能量为mc^2/6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "904afb52",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 动能等于势能的一半"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bc01a74f",
   "metadata": {},
   "source": [
    "如果一个星系中的AGN光度超过恒星光度，其黑洞质量与恒星质量的比值最低是多少？\n",
    "\n",
    "• 假设该星系恒星质量的质光比~3M☉/L☉，\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "57e6a443",
   "metadata": {},
   "outputs": [],
   "source": [
    "#LAGN = Lstar\n",
    "#Mstar = 3*Lstar\n",
    "#Lstar = Mstar/3\n",
    "#LAGN = 30000*MBH #LE = 30000*Lsun*M/Msun\n",
    "#MBH = LAGN/30000\n",
    "#MBH = Mstar/90000\n",
    "MBH/Mstar = 1/90000 #最低为1/90000"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d7248923",
   "metadata": {},
   "source": [
    "作业17\n",
    "\n",
    "对于作业5中的星系（或选择一个新的低红移星系），将其人为放置到更高红移处，生成在同样望远镜观测中的图像（可选多波段，并考虑K改正效应）。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e846b4dd",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-08T12:52:26.250152Z",
     "start_time": "2024-11-08T12:52:25.855915Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fd39df17b80>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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gQz+/8cBWcIkGDakvFa3PFbeG7fPMQxPWF1JD2yoZBbUeA8r9xD/fGqa3wsOpA/lWkTbr3VhgDI3ZW74R6mjzIB7ErWF6ZXCsp4Byl7A9Juz30Zud3Q6ZNgFlCSjn4AcPACM4jEOvTdEhmNCBNgXUJbDnpIPnBJRT8AZ/D0C+dZQTF2Fa7SCLwYkhzQ7jOkXkWx1BPwY+n683J7Okt4K4FsS1ol4GHu4wRIQTBXoOyC+bb5b8vBFCfNm46A/vEzosS7MDeE6Ie/XKK90q4rUQVmpwUgAANvoBTLbxQumol8kDJuEQeJO+zay29B6qxMrJEhrA4blgsO/0srNq02FmAabcMXuuBk3xEOQhzkw7+JroKWL75eQJlwJv3Jvfy2ownSDC/fMJ5X5GeViY+a783WiH7fy94vS14fS1YXomXBaURLxs2H85OdqAGJCfV4TSMf/52SC6jlDb6JmkgPJp4TMKAeWeyVn+ccP2aeHn2JvfY65vwqr1fIDANkKrWZXWmcEvlu7fuc2W3S+JlQe43+NWDV5kYFTfTFBg3EkeSLdi92QQf9K1YP1l4WH8uhtcGBCvVhGe+MyTJShtYe9NcKQS1bhVJ6u0ieSZ/GP1hFNBMN0Kz6Ro6EOEJ38kQ3ANq2rpOWD6frPKZlQ6AJGHuBb/+dBU3TOAbb+esD3N2H698OdL5zl3IFYpqSvWNuG6C9h+vZDUYmerqtIeA7bPiyMPei7dkApdfRpJe7f9/XuvnzpIlQshhaIS1W5qfi3M6hOzmWT9EZWg0/OOciFLr8dg2cm4oWz0JcPP2a8BlGkZ/CT82hiE+nv0jnRrVoGQ+VNPzIRhfRu+yWAOlTPZZNNL4d+HUcWV04Awt4eI7S76wczfB6a3junakK/dg4s+T7qyv9WW6Ad5XRi8nGHlpAwgVKBZ7EgbN02dWS1Wy9haZpUHMCGop4T9jlXN9jAxOCqTLoREtqeJ3+mS2cOJwRvSACsQZYH5Zbesl8+2ntig3x8X5OcN++PC3+38DnWJ2B9nHlpL9j5Xj+yjeC/unLE/Ln6w1jtCZfll92orv+6svN92/nPd/Xuw1zHxcDZ4tZ6z/X0bzLwpsscWggfcespMRAwKAeCEDGcfNm5679kZu7DcZeS33YL2jv2R637+51cehgFIVwbfuDG4h9bR54j5X14xPW/I31d+58tMuM9IL/lWmRl/Z/WgHk7oHeVxsV5s9yBY7kma2P7zA3qOzMRP1qOzpEA9Ja3BUBu2v7tDvlbk5xX1nB2+bomJSLaEYfpyQ9pJyghlQHCErHkP+W9+1mgQc7I+0/SdDDMSUchKJIxoLLy1MmjfzzxIW7d+irFH5+hMyXqZ+N0CUJ5OaEZ4aZOtJ6sEygNZm/nHyiBoiUw9ZZQ79iTjVskGtcoz3ZjE1FNGvlof7pRsj8JRiTZFh3fVayqPC0lgt8Kk1HpjfYooD7MFOP48e1z8vXythPSNfNSmSPZdNhi7NCNpGdnpcWLv9mz9QDt30tUS/DISea3nHpjslXPywK3EGPodgyG1D/7S9VMHKR7IBmtNccAVEFunj7LeDk1BXiJIOFZaDzCdbXpBf6x84IFLP5eMwppuzJp6CB4Q2Z+x6uFAi02rMeyUGYniqu9kbL39krmBr82rnLgDaR/QooJQqB35tTl8501Lp/9aRmZU3VjYd1LAFfEilo75pWN+toDVxEwiiULQVSyDUBEaF38yiHL5QpiNJAZmij0HMsemaFRzVpRq4Ip00QPp4eWS31GBew4OY9ZTxvRsPajVvlPnpk5XNui1LtLLivo4swKrDfWUMX+5AimQ5bfxYFt/WTwLLvdGdJiT920cV7csvidu7rYYtGWH3fznV4TSGGQ7kF427xWEYtnwzWjdKZBcEANJGlN0FlS6FpRz5uESSLTwA3WKmL+u6CFg/8MF9cyKb/ryxgosWNJl9688nlBPGesfz94c13rLzxtp6t82fucU/D4p2IjQkN6KwV3FSRU9BkJIzytJLwtRg2bwkuCsdmbi0Aw+S9fCg613zN9WBoNzxvzlRrgOA/ImhBsdps1vO5ETUdRvlX3iKXqSQiYqKykFGe4tkkpUQfPhdktUuEbQgHgt9rybJymihG+PE9LbhnKXjfiR7bNG7J9OhL6mhHS1JMdo/z0Reos3BpO2JL5GZRAQK1VwYjBYLTRWej0yGKmfoxaDeuLb55OjDfpZSSeaqq6mvafWBu9dj8HYxcnp7m1OJF2lSITBkYRu5I9mMGk/nLOs2so5OaKl7wPbo45G5OD95r90/dxBqjQs//TKgGI3o1uG3rzfEJzBh2D4vREXWHrz78v9ZNDOqLT2+/y++Ves2oFtohBcs6GNoKah2IPCuve7zGBTDyVw5Os0qxq6NaDzjRBF2pidTy8N+a3h9K1i+VYRdy7O/GrN/ZULR704AEg3HgJcMGQ3wsgO+yWizmFg6JHQXywd+Y0UUrEFAQbOchnsLb1Pm4Pf37g3pLeC9deFQcwYW9Jy9GRal2x9AQsAarin1bRLBpmJmCHWY9wsWzbq8iB9cOPmr1fCmoEBKHSgPJ29p9WWxP7lL2c2tl9209D1sYmMESiIig1mMpmo4UqjQrSmszQ3PISI5Us7U+/Z41LS4s3tOVF+8DBTSyKmnjEI98fJ+nZGtDEmlHqm9W7ioboRZivnhP0XI4v07lmy+nptIrytrLxPhIzbOXuDv55JBNrvpwFxrWXcbzv02pKNuGPPbkkkuoDrtxvZpyf+PgIPffXduIbELLXnZwdnmxmspTNU9i7WZFYvbckMpK0ziJRufRrriRhEWs+ZldsdA3k9Z7TT5H1BtgSCw5L1nJFeNjS7F+l1Z99tLcYoJOW7zdQPhb2+Y9PFtXoFWR4W6ufOTDYRYQw5vkfYGlmphXs5HAhScaso95Pfg3rJqDOrwx6DV+/1nMkutO8RN61dBtt0q85o7JkMWgUGVXShG7nFkm+hQnFn3x4wCPXQd1f/VcEu7M2qP9PvWYCKlecPEw1Wa/XE5C/Wzur/d1w/dZBqS0J9OlkGyUCUrgX7w4y0ssc0BH+Eq+qJD1o3r+eA6cdmrLRorDk28tNGujVgvax0oKNbpYYUkF8LgiFX6m2VUzJNUmOv4lpJ8b6f+Lt7c+ahs+cc4mNAQWdfKd2MRtuFBzPgSjBM+Mr+Xs1wYzh65WiZLxoQC6G80Axq2lSBjXub9o58a8grq0hVPlykwrDHwmyJFcFx4YkpV5doIir78zk5BLd+JsMqrnVkZIa1p61h+rE7gzBsbVCtDd4Jhf2bdjGtU+vIr8Vg2or8sjEr/HpFdKYefKP3xOef3naSDSxwRauYosETPUX2WQQfLdmEi6Txxp0MPfUVxVQDeN+aVUuIhAPrwv9XL6pbU7+eklej/GVWl/m1WN+iDTLJbHRg6wM6a2s7wDu12edmkiUIFL0jf7shWIWT3gqWryvXQDcW4pINMorWk+H9nb7fELbGfloaR4igHP/oE4kb9TJ571ZwZFpJoij3E+LbfiDmBGfB8iDFED/bvRRxJ9SOZsFKAmCiCRXbLyfk580TBfTulbaSU2eiNlZSLQWUp4WM0bfd6d9i4U4/dlZ7S0K5ZJJ+YhiQcLUgaZKG9FYw//mFUG7lewzK++iTtzma/CJ68AHgbDklUmIX98ieUFeQL+PAD93Eyzl4wJ6+vLEqXqsFcoPtFwqi94fZ+/IOBc4Ry283CsXfit2TYvKX6vKAHuGsRMD4AJHVfzVWNX/WSCelOfNV++MvXT91kFLzTToN9Q3iZg+sWVO8d9cPzd93ZudpPHzpZ+LWSIsMpmWQAl0boI6Gty7hrny/fqAzF2qDrAmqgEjcl9mJOz/YS76jbbbOXpJVK0fmYk8B+11GujWnugPMXEKF0bsPDXerOnoEEAn9xY1QYVo7mVXGdIyFQSvdBCUqgLJ3ReJJMPIGaerMsmAVSzTty6C/5msdGaBVaPmFkEtaTa+WootxhWOHnTj99FaM6LANSnqKmP/ljRl6Gwdcz9bcvpGeHQoPxvpwQr2bXH8y/dgI59yq06WVGKCzj+YYeo4e9HsY32voQPTdmvcWCAOxcT//84vrWQRRDXcMAA3Iz+zDUfhMUaQo+3IY0cEWRdleq1cQ+kzqi8VqDimXjLZkk1/Ae3tIAdsfLmj2eoKk+L7Rnm3yA7o8LBDjdbfEUOy9+cuNSZn1ispdZiJyzi7NGISgaolLQvm0MMBIhG+aKUkhdM/iRtJL/nb1Kq0Z6UCUakFiotgv//PNdUBxr/bsjMyzRCz//Qs/z1qdlBEanD3pZKq7CQgByz+9Mkg8zCQQmWQiXQsDoSXKsVI4T1g4oD6enPnaU0C8Foq0rfqQE8aRBcfWge01IyqEphYG/KwBSLwRGSdu1hO0e0HYOlIuYPKVUIkGdVWsBqOXsyWOlhRE66OGql5sdkZqMEi3zVYRrc2E/aMfv1+ynzv1HFEuiQk6iNrw8/x7p/u4fuog5VhzEc2zmSDuwM2fojPy0kZoJL+xh6LsK9ZuGcqgjnsG02EwmDUdjbUjSxoYHVm6hbYkf59mVjlqLDIoMANMa2MDMhKac1FeB6ZnQogIBtsB3htilgtnAvF7slnZJhIi1JdQ8FTwC81ez7Kv0OHZt9iJLgbeBg06FqvUANdLKZtNt+YC0HylZkM9uGzYfjnT8kfEEvVWmlW20bIrRAyharH+in2uUDquf39Pge4pWzN/9qDejW6bbtTM9JmVz/rHy3jfPtaNdFT6jrDnnV82X1OqIsoddUd1YWXQU3QtHJ0XkmlJeAjI4qnNPLjL5wvSWum6YbDm/OWGbM9s+zRhf5xMt8VDQ7R4pIB6Z7Zd+vzWC2w5klBhFf7+QGapuzyU/g6mqUsaVczr7lT07dNkkBohGcFgYljqWZCplkyMSkisXiasfzjzudvrObQZAvaHGfl5ZSU5R+yfT+wXFWP4TSS97PcZ8/fNk6lYm8kmiolGM+HbeBBRGwVexAE9u1gooobBq3pe3dbJ6c9vKH+gFU89ZVbe58xKR6SIKXmiVJeE8pk9vWx9RNcqqvlva5r7vBjBYxrJUwxOi59+bKSorxRd12XAtHoNoTPTa7E9AEja0IMxdw0KVe+p3E8UKVt/tkfC5WIt64wRslLPCW0ZwUbnmC6yAnl+5Fcm3NXWi/aRglO05KDNY19r76Pj3evK+uqoW/z3rp86SAlrlX+YZ6flIAIN5mllkJJn7obvA4PQEE2A6jdPtNAgxp8pqhN7R6JdthSd8CCILtbRUCQt1vQkCzHb/T47Hb6e4oAerI80vRTPSpTZ+YFtWYhTVVvnwrHqxsXMMDzZoMVQmmdnhLrwLmvM1+o+fGKdMcDBA1Wolgkd733iZtgNOz86avQAYy7uvllVSfAQao61JxNgVokRI7zJHWrD/INN52gEAfUV8qt55Jl4MuzVey5R7gK2aYOCVWc/gwSLDdvTjHI/oV4mC0TBGWDpbcd+z4y1mv+e7m1+LZi/3JzmLzaXV1Imqg2FQVwU5nI/k014q5iey4B2ChOZHoBisI8Yf3UhNNwsQdD7qQ+bDJqlB1xzWLQuyeQD1WnB0puJ2qxeQ7pVJ7u4diYpI86exJGubTT2L7dxkghitiozv+2ebJCI0TwwVTFOOzC9kfrNfQ2/F2zg83nUi6C94PTxcsd1X88Tq54IlyC0U3LkIpokALB+0TIqXffCNMExe408I0SiEXGj3tPrMN6q69rS687fkRZqZ/Wb3/ax5yyg1zMZf21hb1xnj3p2JExU9yZsRpiJtRvkazCg9IQW7EJlYIprRT2zZ8fKnD3sekou+2BSSnG0+tuCnp0Ja3A0mYqmtazGqDRUJ9m5Iucc7/8nfsZqrQxdbSIiJJZg/VvQSSnrUMVQLxlS5UfD6UkAiA6R9ByssTyMLmVx5BipRflg9iQARvkve6P77OV33BvWXyakm/XBTOha54hyl9w9QM4XsmFSxadqqchktBr7zjJm9+eLyvph39uanaqEcmDPLY2KJ9RueiZhiiJ9AHFtwwrKBLPSg9XZaOu1e+DSgub9gGP9YkvqZ2SMKgugurBpnW7VGt/DCifdiomqK/bHBeV+wvydlGRln4IvPEOL92AAACAASURBVAnZmpMVZLGS3gqm7zeIto7Igym97k6DJ4OOsMMRGmQjvNrPNmy/npCuO+bf3mydMRjVu2mIfCeq/RUM0Id4vBoUB8D+jrc+vWzuzMF7RchIbiBiF7LaZCVa7V71SEPPaFqq/T4PkbOWbWN1nV9372vUEyuz/ZIJa5WG7Ym9JLEnly8re5Umlyh3k2tt5LIhSElVkg6uejZB6KG/oKTMtURTMtkCD7P8VpCfacSabuwb9kNCGOsQAw+nFZBebugHTHpwpFm73Y9R+3sIbn3VrAcZzZpIFUxP1oc2MklUpQ7C1+q9pOtOQ+rfrpCUJN0K8vcbE45THtDo/YT0/QoJvacX2kkRZma/MT+vhOZu1ftlgFUv5bjPSCLxZLd2ninrEA/LjYQyjORQn1oPofH8kLUSWxrBf9Z7fAZnw3rAbiJtsKRMsbWudV7JGm6gPZSt1Jlyl/0+oZyZ8GxPk5N51Gf8S9dPHaSCrEIKKZv5lQswP2/uvKsyl5t8H9TZ1xF8yt3kimg9UD3c/XEmTXYZ1j8U8Y4+ACIwvVTDpA1WMfaS476qTGJwKqga1O5AbddROCxrm3QzGxV3VbafVfV1iSingJaszyGyQaPIVKSLI2NPVZQwcFWM+VqRbxX5tXrGHnczmJ1lfwLflDrwY+3YHwgp1ZmEAJFG1OPQPeiWTHjicNgQ0r85mSKNyop/YbqOalZK1lNBJDsw3aoxqSjyrJZRqwIS3NgD1wSMkKBNnq8Vbc7YP5+B3rE/TC6ArfdsMk8/Ns+yQ6f7ghM3fruOKmWnsXHPAbc/Xty+RwSQ8jD5c+85IF8ZtHuE9VOaa8H4/KJXYC0HTN9WRwB6YtJU7iZrcpMRFyWvmKJpX3jwKQiU++ldtny01hJJCAcWl3pHdbE+mzLkOXkFXpdovTlWNLLjkrC1njP7krbHemRypv3Dz5YOgds8Eo11yGAFZ6fJ7BYpYHreMH27Ia2VkHPrxtqcHI4NmyVR1tfS/SfMejhkrIdVHkioKL+ezZrKLMk+nSG/RAmgewhY/+uTQ3AiacjLMX9f0ebsFmHdkBiXy1jSI0d3QvS873XmYb/fZSeYqCeZX4vDpAA8UUGAGQkEl134XjBXjNA68vPGtWRyEJ4v0ft4g+U54EPA2MXBerQKaBPNBa6/RuyXMCrAxEqrmW3b77l+6iAV9+qNdsFPgoxaovaJwsLoWbT0KHIglkiuHkrWuHevfNKt4vZ3Zx7Sci8wxbzsffa7wRQT7V0BT1opZRmqaATVyStPOO2xGQ9YdbTQcUIPX5TwfG2DEXUKuP0Ssd1HinWNUTMarfB+mKjIEs9qkcqlQ/dLvQkG0XFv3IHB4EJ9RlZddggYNCk6fZuZsbYcDK6Dj6boFnTkk+eGrCE4dBUKKe5ha0gvq7ElDU4ow5onf6NoNe7se0w/NmLtxnKL5uFGdiWNQ8V0mr/eBpZ/YY+iLckPQWac1Q9ZVaqqPGD3q3w+Y/ryhvIwub9knaI7WkiLx4Rqx/RakLY2xlAsJJ5UE68iAPO3Q7Vv9zbKtaGPzFfrpzxMmF52BqApem8q7t3E7ma1s/CfaGaqzT4f9xBf619ThWXZhcjqnyxYa5SHUUUDcHq/KP1uOlubN9LztY4+kzFEPcs+SDbIykzYnxZ6Gn6/IZg0QFV9MO2SyAwS9PcpYvnntzFexbzrNEpGML9YmEOeYexdew0mxs0toNxYNpot0IVOH2oFSKMnuLCngP3ziYE/Dibr/jATMrQqTyiLAly1inK/T6in6D1m3uP2jvlZz0Yk24cOU24VgigFAes50+2F51eo3aU2Rw9SnWNxtyTHkmvCd3CSVzkH7OeA268Bt18C9juxNqO3BtLWsMtx5i9cP3WQqmdmjPmZFixaoH2iJkbNeWG59OvrWP7pxVk05ZTeeXeJhZeudrhaxJdwDjFwvIZ0Op1wWJ2jb2ZpjFy4uzfLdmG9FHi2cjxcvMqwBy9Xh/xaDWKAHUgKdNI6iRwBxDoOl3KJVtE0J4W4bVEC5H4hPQ0zS+q25C4hUWW6Ns/GVNKnW3Pj1Lh103LYrJmDD5lrL7bmdFzAxpOYtU1oOEBUGeVMq5w+Rd/IbU6cKXRh5q3qq2qOTwoG6yUTcZJ0wPlTE9leAOFdgy7YfxEzNLnYcPpGGOfY9KUBMckT859+WHUXXJ8lW5qeLVB9WyE3CXdE+HazA4JZqiopuW7rXvWIkUQYY1DwqGfLls9oHpRo2frveiKbcv5yG0QgIQuSMlg1Lzf00GAB36ofT2oIian5rl6HoOD8Woz0wn4r4WT7XEbHlw5K0FwyIa7+TuuDsHP0Cl0VRlxJxVd/WZ5zfrhbJh8a11jLMgDOxhyNvsecgBMZZPLziunLm/d1vNdj9PY2J54zVlVqSkJ6K5i+3bA9zZi+3pCuO+SAH2ojweScndXoLuBWQSkxDH1YEtFxv3jCIbuoY59dZ4DYyUITJCavZ+4djoMxhMQYtUFJqe15tROKObAEc5lwv9AAP7vqErDfJYTKCRA0QyC017L5fHYmsFxLcOLH9hCxPkSUc8D2mHgG/Y7rpw5S6UaDSjXCnTVUuanR2dSUAhrggbz/cvEFq5LTG8jWHJQRotwMlDmqOZhWGwOydw8KbTIdVuAD3O9s3o6JW91h+YABC+7zQYIGl/jwN9GLDWNn1RFGUJgYQE7fKs6/NZx/Kzh9JSNItPU22cIxOE/uGIIV5PbQDiSN6bV4EFP2HzceTsqyROX3AGoQDCD6MryPJsgAgEEgcOGmPqeExxI5a+Pq0kElEWP+eoXEvA7dePa/W+PchuFtlYQK8MBJb5bE2Dqo5+RDCeOtoE+WaYbx3i1TzrA/LVj/4YnuAUYiiLfdvtvMw6B2t12KJpUgnTfh/N+/E362HgsJH9ZPkUHn2ry317ORTRLd92Vho3W3P5Ja31KwA3YgCmmlZiit1ZMnuV8sX1YGl20wNI+QqDMWOw/8YoMQ1W/Vga91ox6xWGEStsrpo00aPDjWuTSAQi5cUhGMJRfgRB/BbCJUeHUjZMMgVCElyYgC0UxuSawYrvA4rMF6mVGeDMqbI9J1Z9VsozamHyt7ncYUlZuIWKbpVrF/OlFbps8aB9sTgDNQ3bZsNzjvZSOhRG71Rt8n8WH3Z8SkgLIRSkeKQ88989m7WNxkH2jcC3pW6VY88GpvKxnw/pWZagsmjmX0tUMjdFhPwSUp+4WWbXW229ro97l87bj7H3SwqUvA+ing+ncB62PwxPT3XD91kKpmgRJ2OhsI/y2XyRXcfaK6P9ZB/e7xYMRq7KKWTYy6tmGRZGw9ESTeqbFNA9IOzt09B7c6ytfmfaDq4lzql1oK2B4zyRtx9BKOho701+Pftzl4810ZC0V21TMadHjA1XiNI3SJCNTzeNzUm0iPMnpwOqSOWiAnBJiVkob2OcTZgFDhfwbAtRT6fvnKjbbfjRk3Yts10WRVSdqojB6DN7oJjVK7wSRiQvl8NlEsA8yg2tNgVRYumhiqDchkwibUWmCTWFEN3WZ0czW059+u7HcdHN/LI93Xp69XIEYneQDgAfO8ubmnzEDrOeP2D4883O4mH7MwPe8uriRzbeikso0Q2e/zO4q9oNL5u8GS5qISOn3nJC4NZmMlgon85ZTgaZyLxjCIudYPTD6ugeaMQzX220SYyKUbObgmymHjCFz/yx3m75tD2l7RGYNw+rEZ063ZTLPmjX4yFoO7vDhB4Y4VUnXfRnOTed3ZF/pl8TEnwbw8BY2ldRi3kk4O11u1FE0X1j3hLfeslHSYw9ikcniQ/EEu6/m3K+TtyEA2OYkH4F4vxhRsp4nuFZKqGOwdzHVElklifuY3ki3Kadi0dSN/hHfmtpXOOU+LwfgJ+8Nks7eYBMrPUGL9espOxtB+AjDm27nejYn0fia8VxeaXKsfHip7VWnrtHKr/J35uSNfzUzgCOX+O9dPHaTSVm0xZ9+IPo5ZWd5ki0k9J7MdUbDynkwfZAJ5k+mGU/AWnELbJpkxjs/SFkFd0XtXABynLxebvHpt76qLtmiRDdxX8JkquXRr78Zq67/rSdmPPgSrm2IMv7SSyJCupB7nl381qqNQMKweEr+/VYX2ufWdRN2Oe/csfkCUfE1BhPp9mejK0mW/z07L97HjYMasuU/Cz/cHVgflYfbDrwfh35aJysW5c/6RGsJil7Up0pJnJpyDQK8578FZVu22NnZIqUle7ybXCNFYln2UdGWlFG+VMOJ5cuh3f5xGb8n0TfWcMf/zq7/P/OU2MH4RRqzXpN7ocY6Uem/TWxlQk88lomhZ9l51GWxIOh/YmjJB+/40k1SSh45F7iwAXMe1/PnNhOjdBbQIpt8p3fvA6tUexe75tXhvimzDgul5H0a0RXsPLiNQFQbArMKi94l8crUoy53w1PJPr/zfA4EHMIuz3jH92H2ECIk9owdV7id/z7iaY33vKJfJBKsd7TSg2PyyoTwt0LwsQYlxpddk/rYOVmAK2P54B0SOOhGsJ2hy+npDel5Z+U8D1uS5RTG13ML5+SomIzX8673Y8phyXOXwcspeJcad0KJ6vvlWveLSSBV69mm4ZPRqWY7sspgTaUMylLII4dG5ZedY7YjWeoB9zrR1TK/A8r3j9J1VffxbCFKwZnmz2SfunRXgUJWCVn6rLGHXOrD1TRNek89+UabQM8kKzHKLkyvaIkZf8F6PekI+INDYcmJdTaZHIJMwQT55quLej9Y4fG5bACIm+MN+G4esB+XWPdtJW0dceSilG/toPctROXgW7KLeOqqf/FoNloSzu9KtuuaJi5ivGQ9QqUTEaZXha3fn9OmlePA52uaEYjCn9UuU0ceNrCxVFlU6J6Msi2np7s3G3pJQ0Uca/FgJ7YSA7Zez6118/o6xLGV82a2XQEbfzKrD2Jjd3k9VGlKwkQPFmF1sJLuD9ikj/SDTK73uKL+eofllcmLvYUBvYaeuxt8TQ9Bb7sxB3dy6KZ4kOiAfujbxsMq36r06zjQaM4aikX263bN6iiaFCF7xiUm4/vHMPprgXPunntUbO/bPeI90wIlkouCxP3ICsFuKYfQ6+TkFpUocymejwCpzZxEB5ON3+6/3HjwVmOs0qtmmmW2WjCZzLgnFjH5fd3MPJwuxnrK7sXerDtuceJ+nZESsgvJAF/4+k8E4/di8kpJIXK+jPpx6UHVJaJcJ5dezuz4IvqQtVnZyl8gg5TLRj7J0p54HS1Tz2+gJclbU5s8bgPfD81txpOnoUE8Y2HpggYnN+mkIoeNucg8nUI1zDgDSBuQbWB3trJpigfdG82pOHKVj+VGRVrNgs7Px91y/j17xV3q1KSHZAaNpo8dMLbQO7BaxdZh3WH+IWYJgJdl3qHGsSZgtBUCLaWujeindDWi9+dnwXsRmPYXtYSKm69R2DA2UQTbajMeg5b0ejOwFGCpvivBImBCRwTF8sLkaNxhNG/5Z/SAwtlWqHS0Ghw2HtsrYOMkCpA6CcyKNvnYUa86KHt8y4cwIeO9NWZlmAYk6KzGjSkFZ+uwPk1Ohm1HZ+zRYV9EYlGWiewghFUAzhNpsZr5G46WnHDddeeBYdvWn6PNIUafMh5v59NUL4aQ2R0zf2ZOQqDq9bPy7y+RQYiwN1aCSWIaljujRXjma2Fe+gnHlaHt9f/VjjgMBy1lwXvAeVr7RsSTeGiaDADkepnsiJDhVzNO6REwWCCdzEdC+GOQKvOsFNun6LBjp+x1ZoRrcJ7af9IBprajRBOUyLbZEJZrjxNHM+Gh7JId7yUIUXAEe/mIMNtM7hdYRrffbzOKJP6u5TXY4W6As92ZxdC1Ie3DCRNgbuoZTViaxyQgg5dGsnBrZphKA+/yr72ZoaxR+dH6O9GO3kUIB8XVHz+Y0fy0on5YBxwrqWyu1V9YTjNfqfXbOLaOAV1onNI5T0Z5xVOCO/d/6MDn0n1aK3ftEAf7kAWw8b94zM382+7XQgZpGYImWWEron62PGipQl4C0DskKh6sezuYy1tdfun7qSkq9nPx9tTEBndnoj80e4BDnuj3+mRmRfLZIwWXGkFbrXdmBchxdLvFvvlaHqrQZB6NK7Dw4O4sZPzxwCf6SCFMj2kVAUMkNCKIJHtzU46I7QPAFwD5RPBAvDCa0MR7VmDqq8BTIjlNwSZsHRGcuFwaipHEi5oShP3evuNq54NPofwnK8nk/dliIgEFX7uIuDJISyCtvsv6QDkH5hBFu2p0xN3/fnDCjRGV/OuGd0/eSUM+mj2kcvufTeZXIgO+rADV/uXIw47U40w+mMYlXmo/uTydoAq6G/2mkPDqGMWnkOku3wsO5HsgJ1svQ5dCamewKHuyZrvo9k1ka9FwO2qjt02zV2Misp+8rR36slVqhzkqvmTeffi5YT1YkBncksX5Q6HBGGACrqBkkVJWqf+q2X9fiMHOyZy3XliGkDQ5virWHSGatXBbUL9aBeNRh9Rx96Gmbx5C9sZa6E37kwACZ/S4UOcdV4zxYzXFi7Bj4J1RATE5V7eVhgWyTmPyZF96nxcdkNNO0ATCpQzDWMf+unjLKp8UJIhoh02PgyBJLGjSHLJqTx/x1hQYLavCqZlr5mBRzHtH0ANosdRfm9hyA2rF8XdkKseQvlI75e3GUCXbuTC+cXcVp5PB2RKwd+WbVsfmKErq3AZVrQyg8V4SkTM9lELp+x/VTBymxa+Lb6uSGHgObmgv7EkjBF+H09WZeehU+U6WKVk5oT8P79ODSrTpGC2Cw4jCYcs6Osowv3dq7B8bDO3jF9K7p3AemK52BhJLje7KnJfhD35W/BPj4DDt8aUtzKNHj6H3I9SIcDkuH7uyQTGtDXIdb9CTtTgcP6zqCl2BNv+z7SJ2u6bI9HUgltzqa3wazyCJF1XC5y2NYpDHN1BOKaxmVhgmm5XuWZBHzsqGb/scZjJnMTmb/1M3lVxvHbvT0dCuod2N6ac8R9X72A1XebulasH86If/Ls7tIN0kfcvDhgHpGyuLrafSYAB7++6fF4TMG8N1tidxup8EmC1u/JA3qe11owiuqvmBAkkeaQVZ9BJ4ja3GO3pc6uqgoodIz3R+ox8pXJh4aQcL3s2Z9oMyD1baN/niYTI/Falq+kurVAkzgdqPiC146Ut/lkRcN2WhTxPRjd+2cZkaRgDPGqUh07I40S/IJvTIXLpc8yANTdI2WKNp8XsEhP4lb5e0YhHZYxSqWoYS6cWve75JwWPZn09ebu/mLiSy4dL8n4UJQZpsjtk8c7dIWjVgJFsgNtrtxdIjuoXtTqmdYNFXARr5cMvb7yZIpsYutKjamqMtUdA/n6DPu0ma6yNox/6BdUroOTZjWDgA/B8UFOP7dX7p+6iAlSG//zw/uN4Y+8OuwVx+FEGrH9svZtTPSKwh6kHXR/H3H9jhheitmlJjGqA2V3vtwH/fJvNa4PuK2cqcQS8YzEOuHiEIs4oOqHGUePNxZbfUA7BLwJv5sKCRPxE2ZOQ4B1PoMjW4Y2uAU45pdVIA14e1zSM8jeMerrlFx6DvLocIrDIMtk1kWSdO132d3mlAAVs8objT6lX4L4CEV9mYjSODZuVtgHfstljzE287KpY/qpDwuCJYlO4RSOub/+Yp4o5iznnnozH9+huYH9Skivu3OQAyNMG/L1MSkV5qQtiVh/vMzyh8ffZw3GZWm/LfslsScOlwKikyL6T4QOjjEUL+3DuqwC19NAlEv0yHQkN02PRv13cSp+m9lqaq0W7J+TRF6kLzRriGYEhvXhYd9nRkk8tuO6Y1j5/f7zPcydlmyfbE9zWhLxPxt4/sZEtETbA5YtD5udbeGHm3g4jrWtFc0s1zj2UvSIalgW+4yZ3LdZfcAzK+ka8vey9EJ9W9eC0edXwtkBRaaGSAvyU1b6QQOrs9r4Wy4xn6cO2F02Fyr5D2waGfIblZMWueio9dzHkSJEAh3H82wZ75WLMOpnGM3eC/m75sTYuRaQ/q8wdInCf6j9xaVkNVTZpW4JELZC62+WOk0d+JpmXB+fqPkQZZU2of/T2SHtBLarWcbU5LIPO52BuiqS7TJDlxzk7n+/KXrpw5ShFCsV2RjIJrNOxELav6+kaJuAUaGpdWmv9L/izi2nK7jLhYQXOzmTuditTXLkiIXdL6KecWNMT1XJx6IrZfNOgngZkxbR52DU8Fdy2UwHgDUKaBlCuE0sFCkhJ7hWTFHlFu1kskiVBYp1p2MSxWgpAlzsoNl7GR7Ja8MRzBlNiaWESJFu6KPa5ZW3Dui9cvSNtwH8lV2RdGqiUNz/c40IkZLDma9FOsgiZDKXl3nIrdnDZjTiBYAmL5cbSrv6o1idM4fKg/sKyhr3v9w7z59oXTrKbBnwWfYPCvt5juW3naUX+5YNT0urEKmYcipUe8kG2QPztHMQwEmCHEtnrWKwMMGu2jfozcV+iHQm7C1WX8yvxZsT6zo3FT0oDsiRB3dwHT+tnpVIhGwqhmfCFs7pm8rDVHl9XeswMEMO7+RNZZuDeuvsx1srIBDtbW+si94ZImpouZoGn4+JzpZ0uLJyyZz5ODi97rwMJX0Yb+faGFlsKHPUPMPa3vqnCmONhp2fmPQyq+FziFRSUQm/BZGEleMOELo0nw5J+tlGolCwVPs0vy8oZ4yln968X6MgpI7a1iPqFwmq5ytei7NT+ly8ITcP3GEPCJtofaH7BWknqcqXJnmyiqrLdkkOZYsGnlGZ89+l7A/MvjXOTqK4QlmHMG/m8C3R8J4GpuzPWab9hscgpYhghKU45ihf+/6qYOUshCAh3T+dgUAL8GVPRQbF0DGTno3BVPjNwAMyMEOYbHXmvUqPGCZxqhNwZlr2gxqIAPwRSMXi3pOY6MZKzCZbVI5DcaM/r+cA6I5j3Oz87vt5+hU7FD5OuUukdEnSrOgPqvaRFufbKHKJ02wUSxD1xWNXt+juSiXTq2O+id9BLxyl/19YJWbmFtyuKb2hwmApoxq88mde/oxRnqrj8b3GPfS708DYa4LR6zn131AGpVJS58z8veVPaoUnShR72enaaeXzQg3AeVhIWXcqh5tdlQKcKc//0A7JWx/d2bf8I4MKLHxph+s5iT+TK8HyvVaRzC2QKLBhAgB6+fFm+K3P5wA0IS1nhJuf3fmAfrGA8Cr7ik6HFpNH6TDhqPNNTU4+OgYF5mGgPXXhYHFXFFUyQHwPkeoHeuvp3du1WknlF3OdKTQYV4urLzm7wUSh8szUQNGEQMHda4WyEPA/pA9IHYLDtp3AIZIOIyeh/qfALNzSUSOQnIXJ1sQCK2Tjblaf7APHZ8u9kYZyBmcYJBe9yoqFtLXdY98HI5VR/y7iPy80/rpYXbd3/qf7v075W+rTwIWk5BwbvUquTl6EJF/rDZrbBqwr2uYsgcR9eFEMtqNiaopyNOLzbmyKq2pr2beimpV5FdCfbFyzTij1iQ78ZB89hgwvZDcEw0FyVeNRTLdm5iZxvBkb/JvIEi1RQGH2cL6n+7f2cGktbJxXDjKe/p28xI7vXKaJgyyalMcPnOWXe4Pw526x9Fr8eAQOdwrVAnruMHzG8t+6aVGX0h9NAy2lB3ksR5f32C612aGsaSdpx2uRagTzWQBwn5xF4wIq8xGoNBUzJ7YeJfot8fhuO5U2DyC7fRCIS1hz+xNdlWl00sZws2DpgbQYEVi15r3RJ9EZqzlnN+N6FD1BMCrkLiWQU6ozTJwez/L8DzwnTi0r14y0jM1K+V+doElYnR3grQ2bE8zYMQR2ff0QN1Uft5c9CtRcv10Qf62OoU5WGD3MSoxOAORn0/CXxvDEABNDdakXiVNGgqZ1kotFGBjJEgiCUaBD6Kda4RGZ29MrwnAXU66uWPAqv9kzvdyLwEE2yorbubzN6oUp+hbk7vZ+gE456hlDt+UFsYH+RlMLJJRVGWgvZAGuysa6xVNPnBmwWQEo2B6NLn8c21W6nTO0d0tBNfnl93Xt88xM13fcUyJi90tyLYpYv31ZPtJPWbz6dyNHWrWVaEYYaoM9iClKpvDW029R6uk89c3q975PJsFlrZkuoVkc8KwJDNZfwmGdvTEIDYZS9DXrfabTf4GTHdoNkxEQ4YhrIIqpxMkJ4VwZIlVOubrCOAdg1PQH6sxykGYQNEWbnobI2fcv/TAFJZTjfc9DxX5v3f91EEKgHP41XsQPMNsigajsICw/uHsTczt88IHbH2Md04L7b05LAAXu/rYDDuQdWirSaqGL2GAkWWJOUcIcTQRtclcfR0GFbvNhARdGAc6Tqixzem3wVmA/PzBoLbogbpZY1oHjj6T+l4Qjm0QnvQ5zFKzs61ElAjWONdCHvZLBndJkyU2VKXzQbzZ4XKXMX9boWmlEh9KpNmNtr0/zm4QWpfkh09dIj3wjLEV18rZPTsnuJbPZ35eI9BocCEA9o56x/LPV9LPX410Uwkn5a9XszOCC4XVIK/3s1dAvunte1UzJtX9FvMNOvArM3kdtFL8y9xVAU/PsZ4nZ/q54eucOJRQQWYKDiUOQXJ30oB6CBLgZps+zfXZBtvOKnQf32L0f2cPNkuCjLmKgEFdt+rNReDpAMtm9kXyy24kkIMe7Wh51eGsvrrYHDILrHQgn5gATsF6s6xQp+fqfRcRDbQmBSnG0rF9nv37KTi1iSN1mCxx/2Zp8Mw8WKiHKlIA3gaQuzvAoBAKzxSO9bCRKtZLi1tDeTpzb9+KJxFy5g+lUU4g1MD6WG5abH2wdsqskm2NIchPMQwGaNB5mDyZ5NqJfkbJGzGaWa68CT2o2Jj34cCfRo/Y5AbsWQX3WgS4Jo4yG/XHZFpbLrJrwrCF+31H/M97Rc2rWSjCG/AM+zaaXaQMWiIyHnzdlN3MUmTropu332ffnKGbNkmiwk4LombzbDTUDQAXTjKoQwylpCrKfqbDm8uehRazEFm7BzO+HisntAJjRwAAIABJREFUUdzTxn/0GsyOR9ksLcr0Vrz6cCxZ8GMYzfhYm9OTtZjUeHVoM0sMufniE1svWcXmIx4ajC1YR78PnBy8fZpJEkiEm/YL4QY1k0XzFeyT1obpecP+OHvW1a1n1U50g5BGZPu0oDzM0EgP3f90ZTUmuxvpmfqSMH2/oTyeqN26nzE979h/uQxKsOt5mg/cKw9kF8aVMF+8VYe3BMFq0KLuNUA4dv08ufOJ+nES67YsFxODfnaapqoa0MTcfK3mwt+8Oc2ZWHZgvpWR8Xc+y/1pdkKAhulJ+C02p2v7Duw+HYScB8ZnlF+ruydIIOzIQjaRvPWdFKy3T7OTjTQmvhlcScNWru9mA0GPo0VCgzuzyyFFgV4DRJmQjGBS5+hr12e4JcLDADxQwqBpVcs+x6ky2E1v7FHt99YTtIRLI1Wq6dK2p9mSAkJeWs/740SR7ffrcEM5T25TpqnB5WGGptp2Yz/m153thwYf3d7MHV+kjLgW/8z14Fzh/SiRkKwSdZcVYxfG2ji6xUaC5O+raxtlNhCth3mca+byE7NTYg8Q/ufa82lrpq2Eeap2Tw68dfB7zvnf/ZN/hZeGikndvj/S7l7YLgzCkffZ9LzxQLAsyxXiGDdWtPL52+5ZxtBMDPU+8Vc7ONWX1+LvBrlZeawyXGwXDQATlVsefhr/7iSPmyAS+46JMB+bzt2ZYvLNc9ukvWN7nFwoqSDktOKAd1DA9MLJtmLkaey76LR0gqjUBkkXFAA5LAO2gUVJtoNoeinWH2FlmwzeQCBT8f3wueDNXR0UPQWfJZSsgd7ysG1RFYMYOB3X3lcO2/s9qzFdsQ62VTUCRSwN+9Ni1Ud2KIzZMNdHPTF7ZdO8IdwKts8nO1iT0/B9QrTZN4mY0xO/73Yf0azJXA2/b1O0fmI1Rw32DPZHHlzTM+ddSaMjCjv1PO+3bw/wzDrszQftifBTLsMazGeTCcaJ8F5QXcwBXyzWaH3RNtz9j/ZZ/vyP5CJjg4lwor0lTaL7VAqiDrChoQbzSeSeRnAYCEJn0DTx+PY4+Z7jc7aEyRIY6vr4mcolOaGn3GVKQsyJYnucnNGbbVChu3gYCUmas2KBVomDoEqRj9rM9d5TwPrHO19XIniJvbk9TX4fCacPcsf0vPt7SjrgGjtDClRZhQafvyYoWV58gP3dIXioz55uB+bsZXIJBRmTnUhCMxPbNDw+5VwSd66j7T6xPTIdRNTmnIFIkTd7/YSMj+4+f+n6qYNUs5JWA8WmbzceKpfpoA85TNpMLInTjb2CahoJ7x91gyHUp2mjhwRguISX5hWFYADfGBB7jkFHzsX6eSmxe6SbOSCcHlYGd4fhyjmaMFceaf/Kpbp0/12SAZoflMuXzQSuYcwSkm7n0DQmNXxsBE1Fnb7f3OcwyqtNQVo9EQByhm+mqdLPEa9WFsbsCeDh3GNA2jv2S3TNBnuAxsyyjUqCiVnMHIST6hlqhMX+OKNeJlPHVxcN6zVo4mnNdcsu9feCAV071AGN+qiXyZOSsFevGrc/3vnBFGo3EfCoLuNG9hyaLGCMUFIosE6riSsrdT7zdxueaO4JYpqlq/68O5NKU5V97MKh4pZOMJn3oQKG90Y711ha64CyQ7DGdvdJzCIoeI/jJgiXydl+l9lYt8uDVhwaG8Aq/N79M+sz6nBH7241pQNNEo3jJGlVdC0Fl1vEbXhGCobKr9XlGvUkSnl0eJPnBIWpdHdgz8w1YEYkAfj7+W03xGOQBvZH0sslWg6VVmdBkg7rb/u8NAnazc1CAaDalIAhbcHBTWTAjPl15xRf2/dO1jB2YDKnetqxDS3nsYenJFBJSQ+DZMLpAM3vs8THdDMJLpLfPs2DESu3HesVx532R1pT5ZzdvokTmslEFeytPuTfxvh4aQ+yNa1Pk/co2jJEenIlqOeh8QBgXmjRF7kOqeMMJsEWyTKzIJ+3aNm90WzpI2i3U2w6IzGoxO6RArg2G1W0wgMRM8+Ocorelwqto5yC66WCsdqyjZsPBaMXNY+A6ZM6X/ZBZV+SaWl4CMhRmb9gwtG1ev+Ow+GqQ6IAGWv7w2TJwDA5hQUCLUCnE9ulSbnozFo58bdjem2ceXXmxpze6M+3P9D8M24V+XUfBqrSlBSyy6iRqq6N4ca079E17oIi22ifgTPGEuYvN1tE8PvjXoSHJn+oDDr708kpwTpU5YhdzaDTffdCwP640K7JMv/ptWF6aZBMwfsOdVQn3RilIoRIW0UBN1xSoNlbDnMJrhJUK2nAyaYGH/p5oQHbw3RgoA5JQrqa7VcZlU7ow+YrruM1nLGVA/b7TPG3IQzpVv1zpZWwuLuhtCF6FwoA2IFqiYL6eYIiPRE7xffrPdB+hxMDCNFrYraGSrZDEBR8JchVjESxDY8QVJujV+GygHKZiSUkouqLEOA2VIZ2xEIXdFaERru3ETjHClcj44PZhsl0txkDr3w6Qdo5zuoKVsXwu+xPk69jVVzHCb2hmaGuUBR5TortOUVMz9s7owL1SmUqMH/b3o0Tml6K9aDUcwLylT1QDc8ECFfvD5nvL6S7DxTo91w/dZBCB/KP1UgA1qiuLHe1MNOPGw+9MPo/ALzK0iF+pKJq0Yq+O1yBg/cf5Kfmh7FVJWokHpvbTpQ4ZIFtYiXFjW2U3eX9RgZAVp+z8YD5u3oOA15zEZ5lwgAXh6iy2gD67hLtqnoQM6/H4Y8WGkWC9ZxHExd08C5PCwNgtSaxqqsIyKC1zfFwkJIdmMw01nUxMSC/Nb9PzayAVNXq95yp6Cr/DkkH9seJYt51DKlsljkK1uk5uN2NhNXOkKo2uPHgPVjuRuXdU/TZRG2O9EE01p4O03Qd8CMi3sFqDNrmXCKM3gSrusei5ysICX6Rm7ovd/UCq5rfwUk+7jyuxvicBjrQusN3qlq9Uonv4ehQWe2qahQsxQMt+muJ0cgRDKMypcjVnBcM7tTQvXdTq6sgOPifuUNLGVXScYSL74PAdRMK3hkZ02Q3uG+gYGJV3q4ZTMNGLB0+O2BOMwa9N6uUixnmFhu74axcC/B6lvt9HgNErX/jwcIcJ5yYZZVxknTCqso2J6eSa3QIYJVzZHDwVkame8v0Uvx5hkbmqU/eDYYg3cbk4/yyo1yyEynQge3zYmcT+1vqJeY39p20p7SmNK5HrQlZnEncjUgR9vRWTLBdqd3sONiw/Q3AfelavE+SfqzvRLmihZZPZ5z+5QbZi8jTC+AhwEOmjL7QPCzq/WcmjVq3Ps0+Bs55hptkezQyLRq8mqAxYyw+9+QD6iy4TNAfvxubzFaNhfE6sGZ7T2CQflNT9D00KSaXdFv00TNLKNFxOxh8rImc1mpTjuFsQFLvGbzqZTKW1LCaUiDSa4RiLuYvu9O6j1g5s+tqQ9wabXZMlyH6c7IKuGVZs5jh6iW7VVO6FRsKx2Fz/LvDpq/DaVniV/dO1EBL+3MfK2FkEdGhAXgzu5wZMMpdHpi/CZ33BzJLhfsLls3XMRfqaCvD5EgjvweU6p563ZIbN089wGcwZl0b4u96Sq6r6RFe1XuD3AKO+jEIDC6y8OI6Hj2m/FbdIgmAiYUHRChPPfaOmjPHpB0ERmB0/0Kr7iX5OB70qjoUGJoN9dSwUpGP/ArwoXsK1gp6LQXU0xjpUg05EbTkPZW1YXou3n9z1qq9zvRibuNWfcWi52nQfD4YMtt6E+VekHPcOSK9nimTkB+jdJySsEggK5d3qJIs7V3CIpsmmFsF/6IboYVrTRfFz8ksp0yfaQQnTeEWJb1HWZYNsgrXbx3JiEHt5WzBr2ueF5/r+X+8ug+q6OUiBBVpI+tg/iq4/57rpw5SAKhNANDPnPPjtM5mDgjnIYrrFrhU9krzUi+ZxptS33fh9oLVum/eMZ8HzrKp8yABSOMU2mDq9URozo1lTYE/XWlrL4t7BSiJd99dfUCAGnYouC6/MUtRn6Ab3ivPPlWVYWueqVVz5qCIcze2FbVFWvRxY5WR33b3I9M9cvaYZduCVen0bN//RoPWozEnoKBrPmIWMP3+GnxQbaik01ut4ZxN39bmRNFuIlMRrVNAa5u5zSZODfCZUqTngtme8PpTxv44+WdWBSuzVR1A04tN+jVGmOvsIj/39jT7xpflluBQiWRZxXBzFlX7tmmLscO8QW7VrqY/l7tB8Imle7YPDAaWKloRg7rIG4KyGhw+9L5fEsLQRt+xNO+FhtadFeiDQu3w1gBMBdW4jim0Dp+ZrEA9LfVl28x/+AWsp2rsPR95k+HByUlEStBgfT7rYYkFu99ZH7aMn5O/JSutMbjTBcAHyFOjeFzvZlWFerfJ+loiJuhg3x/yu8pAprvqE85fV6+205VQmc4a3dt6zu6wIqan9gwMAVDVqveXdyUF8Bma7qx7Xk+cL1fuDOpvHfJGTOvQn4m4wzZG8WRpv8/mbJJcjiCbKa2DuDXsn0+OHh3vg8g2an+o3QBg9Mj/wvVTBynBQYAOm4WL1WicUrr3OLzLAPjBVg3zPzKUHEuVO/O1mJZkTO7tObph5hCx9jGcEIYNlwGZ6MADBp7OqqIjvzZo0qUOyuPDPOqz5EANjA0EMGCxT8NFm7Y27JyK2UEpW7SGp7zCdA8BZc27U23ZeGZ/hBsqe8VYpQebozdtQ+1oZxpXrp8Xh0M1mXb+cnXYQ2zIdCuDnFEIjShBAOCbsGdOW3XX+uuO9LZDAyo13pv2V4XO0JVTUds0vMfk1C6YdP6+Y3+kXkaMyP0+D3PQYuaiBvuVu4z6ODtkGWq3flpwuLGY7Y7Gf4w1G7zCJaNyPK/1M6ni9cCICp0TlZm4jACggZJaBy0FtANzTixP0afz1fqK1+aVvujjNCRlsAqVOiRd1XqkCoiezffudjfs/Vogtco7WJBQlcWkUNY6fVRwYUA//Czvg2c9VGlcX9pb6tGZjsuQAc0r8qnXmebMfFGtf4Pr79g/C83eJ+rAH3KC0Dr2h+y963LORukeAnmtTyfezNE9MIM5aGxPs5My1OuqEsQaXKthj20xJtwpjVaFJcHpRpulo8GvYGNY4qwqKN2a99bjZn1HGbwGPudYG/IzE7D8WtxRQ4HTR/bkw7M5QHXJzkevJg+ONpLmHH9PlVo/7Im/dP3kQSpYts5onW06qxgq87eV4jGjWcfahyWSzBOtMqkymDw0RXUQE0bjYaWGcag0SOQDsyzNxGxO3xWebhntkZkEWKPxINylkK55f+Q4mqOKvOFfXpklIC3L9FbMnRwemFumx9j2y2nYm6ShX5Kg9lhFoFlWBvhGJdMsusA17tW8uQYcJRucOg2T1ZZJs43mf7d/ok2RWEmaB8Vmrln5hJE0KDmIa3UiSNxJxS5PCyTO1WfUWIl6IjwX6uiDqFek/ocGQLYpHqpQHoqqipBMXxMx9B1KNux7cnwJ3DoLMGGorIgObhpijkavkoaiX4FELuNHppzmQqnS4IiEOvo3h4Clf6spfxzjIjadApQc4h2+ts+k9SUN3ztW6T4OLsGV/QBP+3pu8AOy5eBjabhWhjGyEkmOjxnJg3pWPq5jZ+CbfhT0PP7sndO2PdvB1CVZSUxMaR/3BzrEyJZJ4mNVfxprov6Rj+exQCMUw2UHSoRPg1UqWEus0yq5gtAa6wv3GMwJJ3h1IzKM+nqCAsvdRFbfdfdzj3o1fh6KmuFwdKgdp9+KJxQ6i9LrzknYpXsiqb6vxnpovUvv5r6jcRAsJAKO18LeoA0ZlYGtem09BTcNjtab/ZugoIfDYcGNY7oZgA3hJTu8Vy7TEI4GamboVGCR3yxo0trM2VwBJg6rjyW6BUgs3fFkXVWj4JWlSrFf+rs/FzVdJbkGi8kfS/00AB7EppdiAZcHSyyDpjwYU3J5gGdnwOib8XXMYPc0qigX2omxl8j+gRheu40oj8NJW/8vxpKgjbakYbBp9incaOYCbj2xHjmSu575OdK1Or5NVhNhEdhnd+GjDUycfpjv3qGKK3c2cl5mtUtyD8C0N9+UHrgM+nCH7TKcG0SZ1sHSjIrrI1Qahi5MpIv5kLHb8zn2dQhpsWrZniZa05guRwdky8EttuopuQh7DI0jm6yc5WKu3uhhnR1IBkeH+lE5DdeUI5KgPVXPaSRJIhT18Y9czEWqaNmcKAR550ERV9YcGmcMaU9433YKXhHVmWSiYmw9H7S3yKqJkGW5Tw7z0YHFRNNWycjRQpc+X7lEIxgFxLV79VXOEdsnqx4PCX5L5ghuTiliLzpLTsjM4Xfy1Vw9UnAad7pS7tKj7IiiU9J9fdka3h+o1ZLwuQeYzZrZFK18rf1pcaSoLrR5a1PA8mV9B1PLloi/HHx/qZqT16MSOzmkuP1XHaiGAqEg96R+NkZ1qBbB9H3ztcibeWD02b762whSe0N8XZ1NpwZ+txvtYjLAm/Rhbz5GOXTQwy2OjS4DTLkvA2OzsFdysF2JygIBDvOqnsGpBAZsIy9iMOkw7I6FO4lBFcFK3FsZrbQY5ZLc8FWze7anGdOPjRmvejSWnZeH6YAH90F06KbpMCpqN62Mf/ZLJvvHDpH/Rd67htyaXeWCz5jzfdf6vm/fqlKmqlKnYzwtHrQgtDGhtbBRsAtDjL8MAenEC4kGJCh4A8ORcFAwEFBBEAMSkkB+NAgiGvCSSKNiynSUhiOJbXs0bcVLJR6T2pf6vm+t9c45+8cYzxjjXXunsivQ4MYFm733urzX+Y7LM57xjHY2Y7qzVyruouOspzt7uwnwYiod5nJSnUnF6NnJKicqfto3BbuvOrXRDca4OlUCwnRnb7DarGw6k6tBUSpsvbCRC5cqEktpHy/UI3pxYj5XVYWLuZgs094NuyyaZWlTKzFW6+PoEZnDslbpVnOpEmPRLcPgNdw/NHt9yZXLDX6joC5hW+2t6t6uwEF7GCnrKgGJtTnOd9WzhgiU+NIaQw/nW+HTVJU01B2K87lk1pBKmI4aer6e7RhZ22APHz/j/DRp6kRYY+K04L7RoIx9gQx2SCdvW8H+SkGfgFzjxYA+RzaiBoD3HPYpwUqWfVF82eesEclYBvo2snXu34+diIix9hYSbVhDkYAhaRvKIRrJldU3ombFPkxC5LtuTeJstg4orBw0k+nbYvOw4OubZIW609aM0oaz9vYPbU3WKViizNA5YqhaI7I7nX13WNpHizBDquEaWDslPHi4ajXcZfhzRso854kt1uagNc2jDNccH8svX+71kpzU13zN10BE7vrzzne+EwBweXmJd77znXjkkUdw9epVvOlNb8LnPve51TaeffZZvPGNb8TZ2RkeffRR/PRP/zSW5f7mihy/xlxwePkVhXVskVEdwIvjwmKrOJVy8/zOvTkhFurLbW4eXAImYCwztkk6SXH47g8yF8Z8pFatCwWGVYv3ULCBklpoixV8nfpq2YNH+bseDg0KM2jzYcf+Ia3FEYpcrkwux8NxBGUZ2qBr8OV0vqwotZOJRcqizkabDIspoO/ROELA4IrDQ1sPALy+Ykw6ahFO5w3TuV4nSiSVFg2rngVUwXR7p2MpTidTI+8Od45NiVk69n/OJdo/cqqZm1GH9w/N4ERQAHo/rb5IqSiunenOwVhxYuNJimdzvsam4pHzikxzFAWSjag/0uh3OatOSW6mBEHiBIkcMEMGwPdDxlwxtuooEYT5FGfeW8sG21aN5XzbYFibJ8bJuXSqPMbl1DTlzqo6E8sQA8ITh+7YW9NOijsHp5Zvglm3nGidlnWjto1xNNrYyjpGd8el562q/6NoNnW4KjhcMbi6xjNBKHBMdKYIx8pnTpSIRHgvBHTh7MPlND1rG4N8zVZQwowNzHmiNgylCFjQMkW2BlhmoWSF6veK33dkw66nC65OcT/5f2VTRqbSaHvsnJYrMVussCZr8lic3qxjh4bXG4mMlEMoreuA0xbZUyLQ5MweorO/vE56Ur1FIvc86eBJC2oONvLIPiNkmOXS7uf1kpzUJz/5SfzzP/+z//noRz8KAHjzm98MAPjxH/9x/M7v/A5+4zd+A3/0R3+Ef/qnf8L3fM/3+O9ba3jjG9+I/X6Pj3/84/jQhz6ED37wg3j3u9/9Ug7DX2Kef2yiec/FG817C5UJJvHR3n029XQToqVhJ22TRV1i4QDQjULuMi5TmntEFfWLxZpOGY2vC4SaHSUYYtaocDktXvB1LTKrBU3nLVhjS8fhWsyUaVYX4OInFDldKBw03T54XapPOo7C+6iuzqiXTR0coAbJoLV2onRurT/ZsY8gYXRzEhC4jAppvGTuccLnfOvgkkGcI8UFurl9cLWL5fpWJWheOJjAqBo8pbkqlKd1FjUAaHwIuw+lhFGLs27c4erkdcLD2QSfAZRIN1QBAOCBCOs2JL9QwmbYQ+aOzJz8/sZGBVFPiz+EToGmeKwFSt7YOuDkG2UjNoV27CFfzqqvaxpKVbtnHZQ1UGYtum9CUhEcRU2K65LGVcZAOxFvlCVJiBDmSBaC4sia0dm0aK4bq/0Qzla9toD8tF5hZCPCd3Oii1dtx1jOBOePDeweBtoW6DNcdkqfoeHMVa0DG3zXhrIGzbHVXY/mejHI0K6fMmOHO1P2VtEp1UvOBEM0QbfI0hiE8dkeRQNGN8Y0H1a7qXt9bvY3qNun14eqDVqvDp3NbmPhSfCazgM29kxt6S7NRJkyzhcr5hzm26pnOt9StIGZWZ9N3svqXTqRePFWBpiD4siTsqgsUjudnPxC5IC2lvDgdN6weX7vpZI+67BQrn9/zqg6ch+vl+SkXv7yl+Pxxx/3Px/5yEfwtV/7tfj2b/923Lx5E+9///vxS7/0S/iO7/gOvPa1r8UHPvABfPzjH8ef/dmfAQD+4A/+AJ/+9Kfx4Q9/GN/4jd+IN7zhDfj5n/95/Oqv/ir2+/1LORQASktWLS1bOMZE4XgHjmbWptE0ejstBo5C8FHNpq5Qlu7Yu3Rgczs1RjKNheHzZnQPZ5Pru3GQofeCwB4qeyA5ch72ACp+TNhFvLAOGBzUBtpcjKwRi9gV262faLpU7cL59sFZQuw98pueqM4AbDS29gMNUVp/m4tHXjTmfa4rZg8VKciuA8Kps1Y3bLvzbR0AWHbNJWGajc1uZ5PXKtrphM3NvbP/CHuR/EAVgsO1WSWXLNOcbu8AKObPLIq1tskYiByPwrrW4drkIxwYeFBHzuuSKWhgkzeZlqTIEy7pVZzhebg+rXpmaMBoDNkc7qw7y8qp3u0zkYwCDqhxV33CBFVVcebbCFKerj07dqcNA+7sVlRgjvU2aS6u1fh+rF2fWWZQ9agwliNcHUWPDVEfbZSHCpV7z5INxvJ6lwDlIJgoCGLZZZuD3DGdm3r+RjxopKZlPWhwupxY/1PurxrAcmo1LDte/4gOrIczpePnOXUyDq3niLA5RjAi2Tumz5U9P9uQLyL8VpbUcmK2hCUGNquTpNG3oe7hqM1UrE6t6INLaJHyvTNl/o2yc6n8QcRnOTOI3ghihI0d7gVibIyJaA8LlnoVU7a3NWEwI89lsboae/TaqfZTVbPB2eHez+srrknt93t8+MMfxtve9jaICP7iL/4Ch8MBTz/9tH/n67/+6/HVX/3VeOaZZwAAzzzzDF796lfjscce8++8/vWvx61bt/CpT33qJR+DjKFRwPlejSfHZywh9wFAsf3TCZSx13qO1kZGEafpAnC1Yr7IQIudGuvIFotGrgoJVJuf5Iw/c2a+GMdYOSzCC2Vn6s42Kl53bPsyYgV7P1i8d2aXFV/Z9zGKSkRRgNTHRJRwHqTD8sGSfSqA3pi1TgfTNBM13oQQdBvxW8WZNZJqZ5MXU/O5emAwjIhCMsC+exTWZ3FZIc2aIusYbDBsFkwgHiDCvPuHTwxaschyKLGFo0dIFnAlkASxsManNaDEdLQspF52Z1iy8ZH1CGbLlCSisj0Dmr7hoL1mUX/UyqiFVyxrygQGCg+3UxWlZU/Q4brVRLcB+9Xd8KCIQRTXFw0uGWjsf2KNiIbYG88NzpruhIgsHTX7mHxN2/N0uGqNogapkcxAh6xqDcVrWZR5YnAXDlyzsc1NoF6qk6CT5T3TbanBVNUV25YdD6njfm9KXNM+wea2BezpDEFBMAvJNqzBbuRaP47+nfWY0KssCcbP9w/NDouyx2gUrf0crk2OMmTxgMPZ5NkSYNmbQYUsTxxubKxWZ2QXqwFR7Z7rATBWJFGCpD7D8S06/FKirGDZkKvAD3jD+5gjOB0ORXZvrK67ZhC32sb51t5beDiCpdwncWL68l+59+u3fuu38Pzzz+MHf/AHAQDPPfccNpsNHnroodX3HnvsMTz33HP+neyg+Dk/+1Kv3W6H3W7n/7916xYAqAx9W7Bc31oEUUJbr5rYZ++uZq3SNtWL9Yfrs9O+CVcBejO0oDgwjhShyzIwFoNQzBDJYuPbbf5MvVTIhnUoYtdKnVZJIzeSO31AyO5T4wFIjwmYOhqgOXREpyNtQCQ6xcvSNLvZWIptERxFK0nW0DlWw+RUSoJLBfOtxR8SwqXddO3YJNyrTvikNtwoFZwR4/pfVnebTVgSRuk9XAlGpE4GLh4VttMJbAwdRceNHK5MkKaR4XJ1Rt1ZJGeMp9wrBADTC3ssZ7P3d/QqmE22SDOKNDW4Rf2JqgysA2l9YAR7atchRZxIwYhz2RSg64BMNezF5a3YWxMD5IYbP1ngWbbrR1qWoYYsIk7WolTmZzgjDrA6C9TBjCoAyQYtsiFmHRxZUfbwuk7birEv2RwKyxYmryeJERGG1sujTmMOOrdGkM3XRb9fFgCWGcgY6LxfU3JYos5Dz8naNUjStd9DtL4VMCmJJHDDS4ezbAXT5UCf9Ldk40qDDhFl1lZ1m3Sg5YAIrGx71R0t/LiZIaGJ8nR4zTZBcuF68jojJ2tbvW+UCk7LJguP+60XzZn7xvGDAAAgAElEQVSSdCzttGKQFl6LMxoVuhb0qWK6WEAVByqasFFbCTvdG/A5AgXmeJlZ0waOSdBKdSIX1dizbNPhqg5Q7RNVO4yNaWhAvWw4XNfPDtc3q0bp5axgjPvLkb7iTOr9738/3vCGN+CJJ574Sjdx36/3vOc9uHHjhv955StfCQCoe6NQXzaXEvGZNqaQ0LYVy7WN1Z1mJyQ0o5M75jwiPfei66TGmDIwMqLATJy9XvTU6W/D3rbJIVyOBPHIyjA4gwrwrMKjYT6EBg8M0Rk2PmsnQS7NGDokcQDw5j6ydOZbe9V8syhTmX5sZuY5KXuxtK51BmMsKdxo6uhW7F3OajyswOrf1dSkp4vm2n6EFebbi/eziNFxGRV6AXkZCldWu0cGZXA+jtZwqo642HdsrO5V9x27l2mNjY3Odde1X8mUSBxChD6I1RprybBiEyrnQ/HcMlvzcNVow8bUAmCMNnuczEmQyUQjRx1H/X7HcqojDpQBFuderT5BHbuSDCXbCZjVUdHEG8RtGzSMADONWFN9Ix5MsPFVGhmF8H0iORGFeWx7Fd5gzhpRJjkw6yrGrlMFc4TqtaEQNNrcF691PSD6m4r+ngSkUD4fDvf5McKywB0zYvuq3cte1ek5g5LZRNeeRVfwaPG+SiAxm9RjkqbBJZ9psXoY2zhINHEWpMGYfauECFkQjdlziREpJ0ZmuTJ5kKzMwqHwWlV9SwgiwzK4c3pBHRSp5xQjkKFje4iy+CQHc3hshFYJJLiz8l5Co60DWsfmtOB2UiMTbtrMzky22HMdwW1xRMqb+yfB7kbGYr/06ytyUn//93+Pj33sY/ihH/ohf+/xxx/Hfr/H888/v/ru5z73OTz++OP+nWO2H//P79zr9a53vQs3b970P5/97GcBAIdrG+u90axBlbg1s+CQsM2/nrtMDl+jKNmAES6NCQC/UUzflUZd3YABFoFZXYeR5DCHpJFQRDGM9PggKp03RWS2n2GQVIYHRxUfEMeFyeGLbMBs24LNzYNnfwprimsMkgK7nM3e/EdIx/sglo7lSvVrNAwiU70xAXXGRtHZPcw2ACveJ702iPV6GPS1e3gL0nvpYGik2olGYoTP2EXvc6Hslqm0lfV4bMMhkz59uDb7w1cMSgDCyfgDJ3ASQ5/FiSasUbI2M99RpWpCO30WH6lANhkx+uU0JIcAgDO22taGHxL6ItXa1tvlyyYspwXLSRSTNfss7jA8ejfnJsamox5h3xj8tSUbFdF7lxwfoDUbNo5KHz5ptW8C7mIGGCw4hfB4bIXZgK2fZtBVzqR6Uv1fTqIFQLcxfH2BWZv/PxyBtIHJiEQKnY4VVM/nzjOqnmA7OwZmjVRgIJOyGZuPE67pwNpGwHYPXzsJEuV94DVupyVdw6OxPnTqG/Gggk5xuVq9tuqivwajqgp9XZ+LBWT7GxucfO7cnwO2nJA4QRi5bTUgm6wWOkRcfYb1VKrT6IynmOtEXcF8nX0kzqxkKTII+aJNAaz3aaht0vPqEfgXcXo8VUyWM9zX6ytyUh/4wAfw6KOP4o1vfKO/99rXvhbzPOMP//AP/b2//uu/xrPPPounnnoKAPDUU0/hL//yL/H5z3/ev/PRj34U169fx5NPPvkl97fdbnH9+vXVHyDw1FGLDuUyI0b6tCwdy/UT/a7BNPVyMYZRdUVqUsr5cro6qb5kahltl/1UShXWmhbrRoerNozOis2iqJH3a5B2Tkn/LM+j5wR9KA1iwRjuzFiHIsNKhkZQ7bR6jSyrGLjCgsFFuoCHM5TYCb6cVMx3rCM9QUzMRIaIG2invdIw8ViMUaREhMguNrcOXo9arsRQQRbbtbkVHt1pk6oxf4xtxump052DR3VKSRavkbjC+FQMgjBavcE9zORchHUABzseZRFW70fbX5sdytL5RNZHJnrcDCxYx+nbYMflPqduAUmz5kwqfrN36HAFOFzTHp/OURQSrDVZorhfDHqrl8Odj9/vBHvpOa4dANfZcmKN1UYXdzYcHcnQ4/B1731GMOgMbpCyMVtMIoxakXx2CK+xlkSKue5Dt+nOJqEAUbcyp1lIQ4/t63PF50Sd7HIaAqr+LKdni98n9BkCt3ZDrVZF9iCzStLSKbbMGqb351lm2U5imkBLAR/p+KPoPY3mWkUk+Jxy1hdVSShL1E60Bn14+MQCqeZUb2UnVncinDMlS9QDCSGyydhVRw7DkZZmU39JBJFu4zj4LNr60PrqYtlyd92/hbJKpvofxJnhwWs7ERxMg7IsA9vnA315sddLrkn13vGBD3wAP/ADP4Bpip/fuHEDb3/72/ETP/ETeNnLXobr16/jR3/0R/HUU0/hW77lWwAA3/md34knn3wS3/d934f3vve9eO655/CzP/uzeOc734ntdvtSD0X16E43OpF30Ymxw24YJZKWk+pMNwCuQUeZktJM6mixmVMnidc/4mFUY2xspaHr+nBNu8gLaLhTFAZ47YljPdjoWS9jfDLn+SD1cpHi2k7Wk3W7kQ4IZY0qPrhRlqHGntM6TWFhFMHowHx+CMo1s4Q+7lLR8PSeC61G7xOPlcSNZhp4VJrIODghDzYoM8KTpo6I9TBurxobSWszaqzl0CGAnw8bGSn304to9GlFWJ+fZJHt4cpkGcBwai6NpUf3rBeYo6wXeT00b1QmG9JrjCYCzExEHf/wfij22VAQNZy//rvuTTm/jqgDmGFuG/1eOxEzHGJ1SuBwVfF+pLWSYWMOGnQChyBFxcOJBTmrcqV7HoeRYXImpr+Fvl9pfBEOQVJDrcF7gNWU7BjYzJtffdLvEFrTA7BsqDFri2fRt0sNv2aOyyDWZSsoRCqYvQr3o/9WJwWM2eC75HzpwLjfeohzdYJFIfTXnam4nBbML3R3aDqxls+LOAmE7EA9eUDAbBFAESy2dh1F2OjzqTqD1s8F8fqTNnRb1l7jeQp1C30unfU8BKMPFFsbZemrIYXLRpmCALUFbYqCqd0oqYQN+RwqWx3u9vqt1cxI4mmbgsNZBB3T5QDus1fqJWdSH/vYx/Dss8/ibW97212f/fIv/zK++7u/G29605vwbd/2bXj88cfxm7/5m/55rRUf+chHUGvFU089hbe+9a34/u//fvzcz/3cSz0MACooOopG3GXffMBYNQeFNqzAH71FaCNGeZhR2dxUNQWvzaSeCLK+SCagtD8bc/uscAsAcJghM6W2FRO4rJ6ZuPHuASkyO6s2WRcShfncbzCqZmpkywHwgqU38A541LMkBfjlygw2/FbTHqSCt/eVbItL+VCbjT1BObOZLi1y4ljt1PTHyJyRJKNyAM4g0n4ik5uxaJGq4MUYTKSNcwop6xds2s1jIsQcm9fFGB0nw91ncWyc15jKCnkUOtlzfS44XK1mYOPzemnBxJTgMaGBswI9yRULo88w+MuJYD5XGHY+HygHYNoRDgtoqLFG1SL6dwV+RrwGVZEe3mY6HUnEhMjsFA5KmQvgBAu/T7wuYLYCD1YABMPNvu7ak9aTxUyJx9snZkyGHlhGSceo0LdlavbMEfrrFT5zTa8/vxNOkPsDYOcJv5ZtE45TRjhBn2CQasWE5dgI7FR8+3e+3jz/xXQUWddZztjICiem5M/Z3Luapsz6oT23hG3rjrXSUMCPYEY0AEPUtEYVb1Tf3NyDzb31fFGpMwta1FnBiWUuhGzBm84l09pXzfbOekypN6gTioerTpAuP52rs2PGpvVbwe56wfljBbe+puCFJwSXD8sq432xl4yRRK4ekNetW7dw48YNfPv//J8xbU7B0QQAQKYNx8dP5weMqtTO6fzg6TEEzhjjOASPPuxGlqX7YuAiq5cd++sTllPDt/c6koPd9dNF92hJb6IeFhetM3JminJGj42z/E6KwxkKtZDNRnZM1FPIvHHDPqkcESna7Ao/XOPY6+Y1OtbVWMdxjH4uProk65JpQACHHLJiRbUHhRneqg5kDpFQIx2+1uGMJGCF/enCGH18kI3KPGr8Ptcj6mWzIGANEQFwx0s9xugriuvntcetsi4ZmWa6MBXISR1nXYpGyJ1cDTHTemGMPyvI08ixNsIMgmwzOga+eN+dydkNxhrhAPNMM2Wpycqx8Hkoy/AMg+eVSQVCR+ROHU4x5/uE4HKUrxsIODCaWOFMQRosz5RGfKce9DPe+7zN/Czzuq2MO3vVemQuDiUPXlM7lmr3cKRjz2gJG3Ptd/nFa8v7xGzUx68vCsOGLmGslyyyC/AY2PMHbxanEDHhxT4L2FzP+iPtAZ9DogJ8aeZGSLGD8l5111T0YCou6VYsw6IqejkoejDfPig5wsoFBxNWZr8dX7Q5d9kSiVYZWbrqAM4Fh+sTbr2q4vZ/bCiP7NFuz7jy/044+cwF/q///T/j5s2bXsK51+srZvf9W3ixR4iD+xz2opGylLhZgXB/Y+NFP85PQspolIxQANLITSmdWG691Jt5OBPsrykEQziJahFOpth1J0KQ5QcgRls4HBOwTfSh6OFQpkh61EzUMKvzZO2F3yVkUw76OaMkLjy+CAkxw+tzcaJA3xavsxEacmVyRn5cwGN4b9hyWgGrKQFwxhdH06vuYXFWJMknXqC2HqbDlcmj82INz4er1Y971Y9SjN5tv3eDVsMYlwNhNbKaAPa3sW5IqIgSQ/zcmZA1vsdrTaUD7otkGX5vuaKQi9Yiwth7TaelyJ21HBpqWf876ks8cctUDFpiPUZrQOG4htV+lpQ90WFSFy+YjHBYzEdV5O9JfC83POe+MGZJetz8vrgTc4fRI0sDohE3/xaI7MXf43GOeN8JJSRyJOiuzwhHh4AKPVsb8Vl2xIAdrzn4NrMpGU7n9+trnx2uVG+m1uxH15qPDCliRIrIrHjf2TdIWMzl3Izp6Y5OyErsLtdFBMbVzS24RB+uoHO4PrsDgzFDWcdVhMGo+1Y6IHGqWHuO9OGyaZsv7vT4ekCp0wuarXEm2KiC5eqsfV5XFMI/XAXqV+3wqsf+FSePXKC9hOrOA+2kpts7HwFRbMS708+7NfRaJ3W3grpY3USLfM0nsUKgo7rF0umrk0ehZAixrrS/bk7KcPOyH5guSR0H5tuaxSg8FEPMtMlYj8chRcfho3s9U2rZ5JvHC1DwU+fMRGH4cHVyNmC91OvCbIjZFqmpqqLe3LCSDcgMwVUMrD4BwByAOvCVeoN9vFwx9o5lfK7kAfg+6FAI8dEYzy8sVpTVgIDZHbMGOstqDwvrG8yCtY/Mri0pvn1t6NhXQ/XuPIRN729xY6HXDy6jQwNFwotnRqx5bKJ/RjNmu365cE+lBSOutJlEAv2b2Xmf1LHktZB1DvucHIdnN9HL404/OT+HrUiakWzUYQQIWWWLwVCNbNHVHXh/xcgdzMLMGOY6W5vhNG79ju6zbZhtJed3BBE2nmuJ2lSf4MzCuLaambbN2uGt/jbH6hCmBTSrBl1mhS2uLc+TxBfP7NP5MFunM2I/WzeYk9smO5BZ5XLGYYLRS1aMdcv2EzpCigOzXDDZYM52Un0de7CeGLx8xujc+Opz8XYHIWpj8muhjGHNtxbgLdc2Dv+SUKUNyOJBM1VY2E+oKAWw3Nrgn754A5dfPMF0nq7Ll3k90E7q8PCJ34BRqDsGZfltqo6bEKDsmxIlNsWb0Uhn9pkvor1F7K+azlvM4bGXFv1j0RQzhtRqq5cx6wgDPhIdQ8cLeK3Jor0wKuK1FR+x0OJBIK1YrAhNxozT2w1qm85NT89SeEa/XLR1r0rwzPZUJDJm3vQaIpnTuQ3P8wcsivGq9gy4CvwkAWeWUGFnxshektzop/RXo+butXjbtsUzHNj26XDJGNzfsI5SRvNbqjdYTxW77EkOYfZjYymcDNJMCTsZYVcGWQDOR3KGn2UChGRkBKuNmnkkVLQUMfM+eUZlAUou8LcTYPeQ4HBm2ZndY2eUpaxII/xYF6NIODSqbtd4JtwxIzksZt/MfrICg2Vm7oRrGNRcuyJsyh4sr2kNGLGCDgDoG3NWm5QtAZ7d8TloG0SgxvpRT7Uo7qKGwwPCwZFc0ilEK+L1Qn1+Y79+jMnRe21slVHl/iJxR6lwazpGMnUrEuw3MF0ojMf6ErAePKjTvs3hpqwLSZFFjFjFwImzr0jwqRagAwrvs5ZbWmjs0fmwhMBnVIkVWqcfAs++XKncZOXEslcmADHIMHqzAsoNRKdedswvdGyeHzj7+wnj09dw5W9nbG5qPfZ+Xl+x4sS/ldd0e492RfP66VwpmNIHxMZSjCKAsWA4h4fRhM9nEsJw1aGx5cq0GgzYNszlBfNtjXrmi4HNzcUdjOOxxpobo3itw6eF1tAIq7t4uAmjUdNNo7lhuHE4CmZ+XBxtEojp5/m48FOrdzXWWEidt2BrQGFOxMNOo963cIisbwXTeffayPRCU1iQ7LtlKDsJYfAgWCkn1Av9Dgu2lESRxlrFcOZS6TCBz4bDVa0ziUGgjosPRpJwircGEsM00rpHlHpimo3OdxqWM2U6epBxGNZWwDpPiHy64en6MDF7zSQLRuSuYmBZxbQbaJUGkA7EjseciMJIahRfeIVg92jDdKfgymf1Aa8qdQiyyuhwYO811nncmcQz0U7gNRzpPN700Mi6HuZGn3ApMxeBKz8A8MAkGIOxdngdyiGOJbIiDWIosCypRuONz3YenSoV3L4A7EFb1c2mo3u8seOvkZF5tlRMgHYTzj1Dhir/Y5uq0ZPG41cbwIBv+P0cRdAKAxFB7RGkaZ1KswiAdWStN/O9ad8DxpfEDrZersO1KVonNoJh+26b4mPkddtB6prOm8ks6Q3IWVSvxdeR9z1RLs4gf0iMqNc2k9CpVELUjPlOmpNm59xOKuQiRtCXAVMX0e2d/XfB9mYQe6bLjuU+x8c/0E5K4bPJI8HJnE6zTmeypcpeJ8gup9XGRk8OJ1XDYBt17EyZgFIsaBrls4iphXxlaE3nKtqovRM90W+tN2HXUPbixnQ6X0zh2yIni1qJo7eaIpiTokmAAF2CMs0FNorqspG+7tCXOUhOj4UdSztRAsFyVj3z8sF2ZoBR4PCARlq5f2uogyqpxmIRlj90Fx0HF2XV3bN4jALA6LGM0L34zIzFHjK+pzUDtQjaHIsEsZlszU7vM6fs8uVGYauNj2yiBnRNMEKmHJWrOBgcw8bVXovDd4Iw/nU3tBF3jutDCJJKCA5TJnbYAO93QFVlAcqlyhVBSK+G1a2irkN4bPA7zCxKCjbMqJfsGAE/BlLWvbYzoFkivyuxHZVc0n21TThid1AS2YlnYDXtB3CYajmx6yZGP7Zj4rFIckRtE9eAtSMeL7eb61cZmltBfQxWhj5DAIK8QSgvNZsyI3BnzOMXc4IAytAsiaop2Vi3TSh4QKy9oADzuekw+tReKNFiYmOxCdoWY/VdDKO0N69jsubtTGPlrzuS0k6Lq5ozWNw9PBnJaQBN16qLIc8Fh7Mp4L4OU7YpoCxYPT8ovDfSWk0MWgblPlYGsAkMk9te1rvqRUcNZTtgYK2J+iKvBxruG8mAknECaOZDjbYomor3DdQLhcXYg+KS9JQnMaPNQWaydJCqLB3Y3tKmWhTonCdCa5M6MS6q5aSuhEPZsFqWET0XhE+moLGycVRrH2sHpb0LNlwx6YH5EDibc+UUdStycky6sgc1xeci4eA0AO6E8vUt++61rxXRgc7YRpuwP6NP4vDWKjKndI9BR6wHiP1/urAHKDEN2WBZL80ZGZTCTnrS/kkq0eIwUHbDBy4qo1CinmfkDRJVYgpsJsDAM78+BYWbx6qNo3Aj6pDRvKZH02jHBV7/WzqweR648tmC088bxV3WcFbuDwLCcLJuk4kBAe0hnAYdBx1b+kM2GuFVyc6BgcYc++6zbbvE97gvQm4AVvXVTPwYExwC15NJjkfi/PwSHWWJTi23P3trhs7nkyFS3y/XILNHrsPUN5ZfLvPkRBEjplC/MDE6fd2NeJ7JPtRsqgRTU2JQI4NrJTEMD554LqE5GMxS7y00dIFqJGUXvZflMHA4UxiY65rC1Wwnme4E1ua1VqqP2HVvZ7M7cdaqqdBCZjFn2A2xETa1eA3PHb6knjKYUgyAUe/P/TzQTgrDIB/SOJeB6flLTY+NIFAvrU+qaTOsF/8vFlCV2vuRnBVkGZZAF4DVLwgDsKAOg5yYQlMihNEJDagydbovZu/ChkUbAsiS4DI2LB5GNJACUWOoSe6liqbpXY+bmRo1s8que58VrOg/meDqclqtWc/6h1J06JJRdj38HI0qy+P3YZBVHZPq0RXsrxYcTouLkQLxcJIpBcClY3jezqqbwyHQCdHJsQ9F1SiGjSOwOsAYq1qiHnM4mRidbhmVGXky45jphSMIpp0W8cUCGELBmsnmDBPQc6kH3TazI84vYo2D7LLpcmC+M1AvFFrMRtbrJtkBlfRvMcOfMBGtOaRsg/a3hEPw90c4OmZIdDoOh/HrBd5S4Q3brNWlLIr/pkGXZufPfQFmhGXtSGpsq9/jGFbKF0XnTU2X8NoYa3Z03g7XyXrbZJZlssbxWPtMkW8bsf4p3TezhjZroDLt+qpu5hC+MThJOfe6Fb+bMki9BsxMxJ991jrp5DhmhCUADq70OVKzBl3bmx2bFzomU4xhLZzOo51Ut/5lsQb72830PcOZQbSkwkCPo2fm80VLAAx0991LHZzfR/mmZvaBNSpFCUZamC/+eqCdVNk1XD6iT8L0gioYLNdP1OiQCnk2O1HCKa/bmLFCp+IEhKlgc/ugY54vGzjym6yx6aKj7IarghMa86F2RZwtU/Zq0LldvvgdZ5gNizqqUtXrbvj4DgBuENmjpEPt7K2FaghYiZ2yT6KdVqs5DO9lysVwZRfBz6G7o7ZjM6fMjM0bB6mzd4gC/+GsYPdQwfkrBOePC5YzhUnIYhuEE82ZLCdlvU6tBhXXCQ7bKnMwYJV6OUI5HnCI0bPWzZECyIhsjqMqlDQShlthvGBGkeHkReMljI5TxM2ROoOww5US2kzDbY22NBI9GKO+llvUf9Q5r52SqzIkR0ilbH5n0DiL/t6JCfk3I/2d6kvuwFgj4tdqfA6YgZX4XUgYYZ1B2raXMzbU6h9Z9D5731qxhl3WkpIzUeKPBB0+OTh3sMmCUebL2Yx5W6kOFmNGAsZz5qMHYWsWIzMvSDAL6Uz7JKiHcIhsK+izCgg7BGjHTMeXler7rNDfcmJ1VtHnT21Y0f5Lux5UsQBMlNamdo9JAhUZ8J5Nsk8JQeeMq1mzvKMx9gxQVLmZaHesOQG6iiBQjo2KFmz1gCEgvMbUvfQm8RHB3v28HmgnNaaCs3/eeR8Aqd59Ei/8laZw3HT7oFFCZR1FM4D5dkzTZbbRtqrKsFydwcbZYmMCPFKcUgZ2j/kxZOyUxia79cOnvTW6oNpWvD+KsjtknmVpl3oRYzuAgLBg0jvMQlzNW5QOz+bCxWA+dawjMj0y3siAG8OhN7KUyNbTk4MzGgn90ZAsJ8DuoYHdw1qzYa8UWXUoABl103m3WUjKXKRgqi/eYfOQUv2KfWmatZUwNtsYC04ppuUsCa9SvkhSkEA/I/CmXIcHzbGTfLJw/IZFz26YSQ+mwaphuGhMKY3UEsyVe4hWDbiWKSJtk46CdSo6I4fvAM/+GKm7o2HmmWo4q7+RnJnofnmd3bD32D+Pna+sCOF9YpVwrqBeAHWfjj9nUwbfZgiY26FKOwOKldKFOXGSGVx2Ktk8yj5poAF3Wj7t1xy8M/IcJoxnlUw+BnVchzmrZSvBsCAGI/rSohE9YEaeiw5mFKeO18seen92PGypoLwa4XXWWYnoEH5Tm0AykQZ8dTdWtR+2ImSiEx2c9mNOXrem0MDly7fB0G3jrukHzYgb00Uzp6olkrLvWK5Wb01hL2bZtVDXuY/XA+6kBHJoqiNn2nA9USr7pmi3tQDLtTl6gUjzZte2rCN4DhxzZpVYOnsYQImMhZG9LN0XGmEkbi8ziRgtMUPiqAwIfDIqs6Z6Gc123J4zaUgbt+xPe6Ai6tNR0UpBXa5otHO4WsMBGP7uXe92fOwbWmczNA4WwZ2ExJOz+JhZdWC+M3DyBcH2i4rHV8o7sV6ToLaWakYAHH9vJ8WZd9THY63LjZHE9edxcsQEadY0+n4uNHK2L0JOVMAGAqohEYURf9aXcyM9og7kxow1GIuaGTUy88x1yNwfFJlDHDOdTq7fZGq2G0YeTjpXjl13ajYznrQNr2ulfbLmtILueE78fo1aTK43oWBl8OPAdK3VnWZSXoNK9RfWP9kgPSbdHoMfQpBtI/YMpusu4Xi87jWJO5ox6W+C4h2woNf1EMedtwXY94gwsA/MHXP6LdeCkYo8q58ULuQxeY8j72kRrxlNlxwcaI52gkuwse7KqQEsVWQojc3oZT/imp4Eg9VLBIbe8LlQ5qXaNdo32ov5jtpYIgwc1En0hfVqX9eLOiSVbFJ7QkbgdOdgLUL/P42P/7f2KkYb71U156gmwQmw8609DtdnFZU1Azus8ZdwCxtGI9K0m2D6dmKGjxpW6HC4jbL5zYgX7dT04ySNh0dEiGU/sL+ujJo8gp4juQvn5yBgq7LrTi8/XFOVB2nGVluGS6qEswmap8IKZZVRUIvPm0PNMJL8QKYc+3XCIQT7zdmJdLDuyAc2twdO/kX/bG6pcec1YRbTt+LOl9eG59xOi0GsJeo+HHbnTZX6kGnLAZzlp3UNcZIAENkHzzU7FsAIFC1j/nD41NUoRhjmug+DmWE0dTbh3L050u7zSKxP/YJF121tDFcRfAnHcwxXkb6dnUFmyGUH7b1GI94jNOVU6xxh899kfCVad+yM2QpWzoT7K5YN8rulIZytsT19ffn9T044Q44J0iSJZNXPlCFPXi/XC1xnuHc17+brMeDivpFtpO8l+NT/nSGSSbMAACAASURBVO5PdliEJhcTCc4ZtBNTRgRB/oy5agOcrJEhO2aoVFNR9X09p1z74nWOY2IfpXiAKG1gvnVYOVOM4cF7BHuqMMPglIHgclpdd5Ss4yzzRuh8ulRGNcZQ1R9zqitC0Yu8HmgKOm90tUY0T6UvTA19W01lwm6+wVb7hzaYz9MUS4sgONLcoyEz6uWgzb3aeJlUsftwI+MjJHyxR+FxVMFoACqzBT6QCXazfh9XiXboRrdbL7SngnUwnd4p6GIRkdHjOa+J1FbuZwgw7YBuDxu726mO7L1IAxgdDifQqAamHNFzwFTDp9ZK1z4hNjpnynDdDawaNRswTCduWJMq2VuAOQnBWttN+JAA++sV1RyZK1sXOA2cBA06RLIFAaDnjAfE6sNxi8T2CN94EygfrmJrpvG8xHXeYFkYIS1q73lR3Qy1ZyISa44ZC52NM/gMylvVlTJkkowmP8/kCcJiLqFljlU6QNUV1p9Gj8/VWEX0z/XvmSKDggKDju3vrOcnyXHaflgDy4bfj5nrpsax87nw+5bgR8nnPxCO8IgZOCqABmCSOEYGJ6kuBkC7UIzwgfR5XNdYk64TmO6p/xYBCwN6D3oKurgeaFNI7Qbg/2ZQzHVGCF8GXOSVNSuX3DIC15hs4OBRUDOmgsM1gxiLwaepXj6dNxO0hhHPErFkUxze03sUwTGRJ9b4+B6FqXVyeV21jLzY64HOpNqJNaJNAqo3Sx/amAY4to0S/P5Q/S2oF4s1l2pXtfcxGMur7lmXEXdQ853FU/F62Vc1m5V6NOCZApk6/B7HVfsocGLIPZhnVGpgdMg+CM8KOLvJ0v1R4KM91lRWiejHFrGLcZL1Ruiihko2r58yKA0uSdNf9fN1HaEYfFj3ASM4xbcplEOHrHCFGDXealLeODk8UgUiq2RtoVkmVpqqPjAjABDZC++bwSReGzO40++XGchu/RxO5yYUJFH74L1lfY0OiuLASJF3NloUFaWx4bXL19H/pgE0w7/KNuyeZfgtK2Ecb/OufeX7mv7vBW+EE9MbgXjfniPvF+TxIBxuJmnQuayK45L+lrVRX9XjmEUmB9U2dm15LimbWW2LpzrF8Rxnox4YMCOuIRvFICRDpStIMAcBvu+QjXI4mexKC2yYnZXGwGD4uYYCPTyLz+hOp3zWpMzZ5VRp3pxhR+UJl1uC/n5/ffJ1upxWF+IOma+wiwwI2ZdFSJP178EmftbH94ksJkE+o9oFP6vni6NRh7PJa/ijymoQ7Yu9HmgnJTbgi8QHZkTMkJzNN0fNpu46YBHLctWYgReLXtBL67Q2RQiqDwAAWYCUzXfyQKIVQ+Kh5MPtPQFJKLSa3An7oLrNsFHYKrI0J1pYRE54h4admZcvnMseTq+QQRT1FPZn+UNVIsvQC6p/sSmVRIpidNfphRYPAc83q6AXbVzkYtc+DRbXg7rL2oB0xAOXmFt8UPmwrogFCAOCoVAjDZw79WKGY4rzcRo7HRiNQQnHw5oBR587I5C9PyXqFd4eUCOC5HUZxt4CIkIGUjMuDbrEeWXa9yqDAlbQpX8vZ1O4h4MjRJQMoP/OsiVG3pHNRaTupI8+wkp0RKbE7If3TGIfmT7Oxma+75noUTaYsyc/XmYvI87nGFbz63IE+WUHxfu2+kNolRDgFGua2yNVPdPZR43f5uvuVHNbl2TfkRhDSSjvNcTd23GijCjEXVJwyfXIlgfWd6XDa9esV4+E0hSK1Fq2L36tDYJ2qJzrdbgcE53N4Up1MWgX8Uaq8VUN/vW51PoTSSPtbNIxQgbxeUZW1IHdz+uBdlLKQDFPb2KqPjcKcG8tQzORtq1+oZX+bQ23Jp8U6SlAWEiWgKx8u8VolaTammGLCDtlGDX1RaVIlil5WTQjW06K9xDQUNNx5WJ73xB7ViO5nCn8SKUIOrCyaMGTkkx1r8VUUt3LfmgmdQhnqU3RlnFyjLnVz7Rjvjp8xuxHKfbRC3I4K4AI9tcFL/wHwe5GIhOADzNA1huwrm1RkNOzEPZmmfEuLZptif07OQU0SgKMOBcvZKfMlPuNXpYo2ns9DvZQmyF3qC5DloRs7Hy8PpjqQquIPhmKbHjJDCNU5Y64hJHMdPl8Hnld3sWYSg5hyFHTaspCnJRhkF0QIhJxocAp6J7BJKe0umYZssvZD68FM5ZMKy/pD+Jvryv22Ed2RHdlRtN6e7FO4AQHz8ok3vOsKmnoea3tyOkB2mLAbItBlyMH1mZAej1glO953WrgdsZsB/vJ2on4miWkWk3Imj137Pkjs0+nU5PUpYjNYr2KDlcTWTBxWSphsD2lHEyxxmxY22qT/eGqZkE99TGqvqmoXBrgGSmfk8Uo6g4z9xC4xhg64+4+Xg92TaoPnxm1nOkQrmFTa2UMjKFq54erocPH7vG2Kdh+cYflbF45lBhUZhmRReWA1jGUdq0O0WdFmVHMkWqOTgibcUgeYDDbiEJn3VO6aKCdKImi7DrQQxfQm1dnZlzwwiXlR4LxAxdwHJOSM2Dn4vpjlT0skWHwnGEPiixi1068HqJNsBniGH7erNssJ4LdQwPSxBSP4UZruhwWfZWABs0YriRYFiNrEDIZQC9FozTCaaz7JMyfpI7SAmpZR/56H9psOntWz+pC6Rka0TDqug3LQk0njtdL61kAhoRxlpQBEe4RuIN1R9VsFtRJwL7cH9W4KeHjTEA6OmYvgCmLADG6276LYHMRLnSGF2JbZGv68easjEGBXb4Ry9jvucN8/ICOnBmRORV3osnBjglBsrDPjmtJSL/9ks4YiejA7dDZw4z/FuiT1k7rZWQomZnHzE4MGhuTafRxFlS3ybZpf8zAexF9zob4TD+O+mBGrvcxLsCQoKz7+XV4MMpjV7gw12fhEDKfhRyo1n2UIKiE47JnS6Ky+3rVoLfaCPjMwCO86AjBCEUMR5eETtvGfBgfoCOC4cnUfsYR8/bFXg90JtVtkGFPAw3F6JlssiVl3LujLUKYzxcsZ7NH6yp7L36zIoJUB5SbYTlzhZRpznxir4caMvH+GGXnJcNicJNHcYU05+G1kVGhs522tv8xMJ0zSjKHZ9shNr2iZxtjrc8B161qCbbv3NzojonJqDnWkTKVVCv2DISwQzcKPanoV/9BsP3iwLRbK3oczizy240V88oNomUtJByQ7rwqKKfojAaNJBEe5wqOSpkMNfekm3NIRpYzkoIRKO70mG3X/XAVbGVamnH3e4t7Gr44Rni9qU8xXiIgNv2uaxXKejtOVkjZowvwetQfFiCzDr3ewIDKsxVZOSZ3gFyzwOr4VpBaWX/P60tOFIh1k2tNx/foLjgvBX05U87ZH2tTcX5Q1XVmThPQt0drYQL6VgOLUJZPdUhCgOl4nBVIKHlO18nO/XgtseYjlmWzJuXnke4PiTWrbC05rVWtSCKQ82sHuw4Doci/hDQYZ5T1Lc8h3StClgYvLmfFM6ay0/8fzoqWD+z8mqEphyshYuv2qEYGKmNgvn3QGv4uRoBopnkcadz79UBnUqMKxrD0c2ujy21o3qiC0ntoSUGzHy6ONlOqY7hqQd1pv1U5dAwTmKWT6VUgVlTmItCHR296N2OmzanAgDgb53BVlQ3KfkAm2CiIcE6uayUWsYANojFGvp0UiMA7x6tlRnohIqKiQWI2xt4cJywA7rgc6rOI3rviJbIYZjrMTAlfxsMw/JylxzlMl6oSH5mF+D2bklIERwdkaIi1NhZznaq/RCTr4pYTa3Dxe6+7sSaVaPm5hgBfC+LnzPfZFNzm6HHBwEpN2+E6UaiSSgtU8Y6FGoZZBqByWtrr43UJOh5mLYQ7WXBfYjusc2Q2Gvu+4A4iNABzb1rUHuzYElvO2Ws4MurJ4WRYj9vJjmPV7Jqc1ur8kT5LGWFkLutrwa+PtN7z2vfLnH8jQJ/VEQmAOgRogByACkGvI22Y349AwJXYARf+7XQyFgRoRgbPGMshZbsCdybKmGRQOVb3s09A7WybCIYpERP2TtJW8ZpBIlAlBL6c6Fql0k3fRDZFAtcYXP/xXA0RFGP6am0+SBikxGMqXqOLGnNaB66YooQQDohtJwXTRXEnS0cluxS5fZnXA+2k5ls7tJedgKoJ0/mixtPmQrWt9RAdFFOlXBCZKWT2afez3qTpQpXKHf4Y8OK9UmtDYYAvhcv03w4PDnjkMZ93v+lDBGM+Ei6178eMFsSDMwnKLkgH07nCgQB84bFewu/4/k9ISgjNurIw1dJ9TBc9nC6yQdHv1l3H4QpxG81KWXfi/hY7nkqZFUTvFGmtHs0n50YlioigWb+DOwcBXELGYRNKylTWAeBQ2SgwrTVEb1BN2nrJQZGV58woMtgAuzdixiYMe5ZYIjNLRtDmV/ulQS8WmJiRo15gIyTPSzMB4MwwZrfgNYz383RcjdaxgtPc6Fs27czOdB8yYWLlYCT267BXhijTb/zQWTPiG3YcKyJHdn7MBo/rVuZ8MhtvtU++ytoheaZqa7oswHI60Ldw59+ngbpYcLGHtkzkwGgC2om+US/FHQFp6qS05xYODbxGWhvwf+eMs6Znz/sDk2Pz+2hekevJ69zMqmTtqHlN+ySQEjA6a7zS4PJwREmmOw3LFWUDknUHCz7VHjRjAtqaHwrLM+PvG3hgC2iw3BZRDcUFmA+hTuMal32gdEN0B9xRoRzf2Hu/HmgntVzdYHOxYFRSGqdYDDbcUKnlSh3vm4JhRXSKIIZ+WDXHEWOZqZXnqWuiFZNoAFGSgcsmpQtflshIxNg0fPCYSXRRdYlRrahpETEhx+m8m4guZYl0uOIg7r0MYFIWoYtCDljHuR3HYeBwRetdVBHH0BpTh1FIL7uz3gBGs7Swes51N7C/Wk2bbDgMwV6lTBUXo2e7YRzMTgAKstKB+vA4ZlxjoDTCl2NVU3BaMqNlGik7Rt5/yhjdBaPZPYqMKpxgbnDNhsZVto8Na03GuOr99rlGNMwFkd2M2JaTAbiu6tox+bbNSAqZdakeQ4fncCCPD3FMXN/S9bB8IB8Ne3YKOfMpaV/Z+SUHoV+G3XussqTM9svbXjlvvpXuob+yE7TrET+wjyVdSwZZw4KAAoyitSe9n7L+fbrW3EY7Hf6ZNB0NM/IIet6ztK9hdSMiACRM5DW6FK15tm3qg6STTfR0Pg9tNodTYKoudthj3NPBE2rPxcI8myrmkcFJEbquBIsJ0rLtY39jSorn4te+bQRtq47ucEUdunRBOWjNGUUzzrJoLbhejqiTCsswYlOLm7b43Lw/dt8D7aRUn02bzeplg1x2Z4zUXdNR6tbI5mrlXZXROdxwdLiCMGVAtJYl+tkUWVSbBfVC61vO8ResCBRRsIbDUh612wO6bHXRTheWYVkzYNuIwsMF4Lh7F6B0R2UFWV/kAqqx113H/voEwo7FKPMs6gKIGhgosTKAqirvmSgwiqQxBOqIlhOF6tzQC1ytQY2SOpW6j+PDMGICYRIAgniYAAR8xSxmDqchQ7wG54SPo+i8V0GBMeqabWsKR0+ixzHZAICzrVZ9MBbZsoSXDQkNdY5k3VBnptoRkpENvK6N+N6gIzMjmOtB+uM4Dq9F0UGPOL7VvtPvV055DM3quB7HehuekVnz+cqpmHETxDVwOG6EjfRj5G/pOHF0rEjOlfvyD+xvuzbHpIvs9HKNzhmUzTLhDpSDOhxCtE7QSY5dOlAuLXtoVhtiQJSPrdo1GLBGerju3eqcgBUZZHUN7DnrlX12un2KECv5QPz5qQes+rAGzJ5MIaNU7HlxaFrgQbhDq4tNczAJpG5CBR2KpPg0akMCSBfnfWungv11YPfyhnFl0efjzoT5ptrW7U0LOgUodfj6GgWeQRL2K8vA4SRHHl/69UA7qV4LpgEfSV4OYX2oes45U9PtPZarG6WsWxGR3djzrUWp3KnHqRtLUAkOMZqhzwXYwDX90AGRaKjVTMTGQ+xVp285DYmfZSs6IbYA21JccQKAp+DDxoKo4nnMlPFCubH1XB5lGUAHDtfqShuQ50SSBp80ZerAWYBaNLf6UY9UHvYwxeTagOr8YSITzNlitFTW+ySyNh5WIAbgDDwgHEBWKaAhd8khM3i5j4yQnddgJdSrqQ037CnNTZWeuaR9s6DMoFuyccqG0YwTNfG43VVtbUrHxJ8lkodH80i/oQN0B792nh4UJMai92l5VmGRfapx+jH3vBaw+jtD2A51JQflx06nkYIxP3ak32N9rp7tjLvfy5nZykFzmzlLHHF8q+wsbUeZd+LBI1munm0dHT/vw/xCapcoCBZnS8c3ACnm4AxZIRzLdgU+W6hRt+F6o0Axz38w2OH1yMQKC/w4cJLBRh646MiHANPFcOKTE2CsX7LuO0IhJfo9Jc2r43FWmyhMEWaqth+uAruvavim/+lv8b+87L9hloY/+eLX4f/8m/+IIRuUJpjOB2qyw6MqRV2nHlR3fOWwFqp9sdeD7aRMg25z66BZk/VJDZcGUlmP6bJh//BWYbZi3zNxxHIYOqn3wAmtUAVf6Oe5fiENELCIrnR3nbFiVMuTUCceBTbwkCrGcMPOB7VPurC8H2pEeg5YhuCUeDOKVljWEdNaCGVmRMHY7o2FI2o1NHAbOhN4wZejAWj4CmVzjGfrrB5zPgprmRFsbOYNAU21EfbwpFoKgKjvuVGNmlLOcAjdESals/KMMMNWrBUhGdpUQPdtihqeckBkLAjywqqew+idv2PmAUaYwb5zowkE28yzmBTBm9FSujoPCgEJpuNEPo/0b/87n1c6NkJGThQhMzNl96yz+otZ3NF2HW6c4x5S+HWlqEE4M9dqs6NJTu44+xyWmayue8o67uXgGFTwft3FdLTtZCeaa1vpFOP+ARjMkGb9AbdVRNyZSEv3GYksQRhQ0vVIhJ4VtCswmDDOUQM2zarqYR0wjIJVbYk1WwiM+GVDVk/1OaRsElmKtCE6pbdHvYkEnwHNsKx+fLgqK8hPSxFAnwfGlYZvfvgz+N+ufwoFQEXHf736BPbzJuryfuwD4uSsAtf+azotveX7/CKv+/zav82X9gJ0LKc1HvoqrnJ+uKpMv2bTLOv5gjEVH/rnc07SFF81ZIQGrc8gFX3JNguJEXvoEyU0d8J7Yd8estKAze2B+QUbcOd9CPARCzpmQ3x0RTkMj6AggTe3EwmDOIgbl6CVA66/VneRsTn9k0Z61mGFpEJrV3zQZV0cVOgsg35PiLRPiqU7G88efsfgEQ9cSzh/ZhaSHefK5MevEcQFvx8JluF7ek7pZ4y6aVwZmnm0maPZcK7s2XIV9i1isqwgWGz5/PJhJ6N7zNRbOVE3jHE9cvR+fP0y7EW5LRwZ9iDqxLUhOSS3KuTfrCEp+zvR5ZnJHLP7+PeqNsRjH3dvJ2//GOLLtZZ7Xle5xzYQ1/i43pXP567eKu7z6Ps8l77ROhUJFTwPX7uS6pVHlpRZj9/3KdYqrzNJDnrdhh8H1SkYwPn9LOtrEYQfPpMc18PrnWTUSkzVdpagISntxGZBWRBYd8OfSR9c2e0idqCPgv0YqBA0FHSv+0VN+HBWVoFXOWhNisdyuDb7s/blXg90JkV1afYhqIpwhUwDZTFRWMuqyhKj4JeziumiWeakDqcsA/P5gsOVKSAyM8wrfN/gJabInIPELIbwGV9kwrD5VvpAXQZaV/YaDCIAwrG006I0UBh2PYtDbt7b1GPhAnoM03lHOy1+rF5fMkbhSr6H47CtN6RtdLQGnVPpw2Gz/HLmkBVEhxi7z6JEre9Ev4d0a5RlHDHC2KqhD8eZx34gH2fKpvSBRUSlCVKiY8xGINdTXDlcANR4n3j+vepIWRHBI19G6ekYQn8x/U3HyNoZWYjZYNLgHOLY3BBZhpOPx8+fDpXO5igzY3BUuhnAEpmyM/yG+PdX+0ByonzRMZT0N9dBhqokBWbJcd0rkyKZg9kWjpxy3t9x1nQvp7ViJ474Xv5tPkc/NWaQ5ohJXW8nA2PukBa1k7tqkrJ+z68VbccAWjF0Iq/VlBk663ZlZ+D6fx4wDnidO7dUsBTAxny9bnLXdrw/DghYcoG26mysJo2QY/NWjkrnJZDzime+8D+iSMcsDR//4tdid3uLzV7vf7UJwOzppMiAdGAMJZFtbu4BmXDY5gX2pV8PtJNCB0rrQFPobTmdfOjhEL0AfCjaXCKbWUIWZDlRhzWKoFkdq9tUXhVUxGrxubxRgfcV+eRN+47uN5hrugjhzXKQYMQBGmUsZ3WFDavag+47Hv4BtKhDEW7iazkr3rPUJ/H6Us7AKOESlPmIgnJthBqGpMJmZ6JZU9B0cz1mCLxRlplKJlbl2oKP1eh6HIQZXV/Ps5wgpGTj6PeGziRF56vvIxlR2oJ7GH+/bzyWog/xsQEaFegIwVh3eiUCjqxW7rI4rAEm5XQ/BvY/jfi+Zwfc9TEc13MwZccm8X+vhxwFWitnfOR87sqw0r7vqjuNe/yfAQEdYnYo9/p3+v/q76Pt5O+uoLB8uPm4eRmSo7rXea7qcFAH1U4H+snAqANykPXvjv7NZ3MAwIqpp3Urvwd0bEfH5te2hOOhHaBzUqKLfrcVDW4bFSUGn/VQYSH0zvNknaruujKRXZtUfOIvr1nbklFsMF+11pKmCh3zrYL/+pn/Af/tX78KAHB+6wT1CzOmc0HZRxC2nBQnhmlwqOdU2kA7ndTGXtwjKrnH64F2UqSMixhd+87Bqedl3wBTLQidqgKQ6WUCsqVFbw8N8XTeNCOxxeMUTUSEwihaVR30/95YKgCoSNGjT6X0+L1DYg2uYqyNw3F+y6lgfiFGeQCkiqbsg9nVAhQbkuZRMxjVGkPO4EEu5GZ01CHwLCozi+gMfcHTCAIRuXE6KqG3VIjVvqMwpIQ0cj/SKqvi91LUnbF+z3poxCs8G2T9ZEU8MMPskGKCMFcZCLfLPhfXDqT1se2QKt9j/8xowvHG5ysDfATTZOJGvg6rbICf0VCnrAQAejJsq9pNOi9mqHm2U65hrQgEycDmOlCmzedAZnVsAoivgXT+R9np8cuz4WPHmc7/rhrdEey1cmz5/wgHdRcEmB2dHT9rL+1KB+YOHAqk8doOP04ZAJo5rxw42LboLPJ6YNbaZ2Ohpr45D7z4jJTMsk3n0YNNG0EJVrVTiIn6mlKO6mHq+lQx51ivJQ0YZXBTd0nLs5ud2AjqHuh7YL4tGM9tcPGFGdKB+VJQLwSb22pDMgUfYgzmKjHawymzWoa5n9cD7aTKoQMznBLet9UWggBSURY+fSb6uIQ2FXtwXB8rN2xuymqh+431CDeaY/U4ho965s13hWGD9HJU7woNVh/JMKE6XP3efN6j98IhI3VYq0hlKKunXg5XpMhGL2PxdLjM/KSZDtnQYMelho4ykZXKszulIFe480EyCqKG1DMfV9mGL2KPMEcYLHeWmaEqdLjJEA54HY+ioiua8pEjpAPgsRNGdGajnT9/r78dGJ3XKt5X1q4EQ3Jan4tm2LZfHG2b16xCGYDJmGeo0B0O0nZTViHWN+MQX85uaAvI5uvmsFjTOzLadJh+jQyeHUXPjYMiK6PlI9gPogY7j8hgFuD3ING3M3EmrxlmRzxnHL+Xnfe9nA/WDhY4cpr3+G7+TAZQzguGM0QHmgDtBEC1wHIvqDug7NK64OEWoKU+tHKUvQ8RDygzyqDrXZzxFjB3rFW1N/o7hdDFrzPPgeiH073zeh5I2RrcRrHHs15ouSCCTAA2Vw0yMN8Byh6oOwF4Hq60DlenUWenBos2Y7qzoJ1W3660gZKQoxd7PdBOqm0Lpj2tt9ahlpPqMkO9KotPx2LoauRESI7KAOBj0Otl1LA8exm80Oye1n4BLm6X7ylxQzId+i52lgThI/qBMhGBC604xqx0eqWCd1ORqDsTk6WhbfBZUDmSjymv4pknCQo+7E0ie8rOiBmhFojFmU9OAOBcKu6uU45IVoZhtd0Wv8/EgCFQFlly6O5Y7KHvMyIj4DW27Ckbzk7qrxnG7IgChgo69uj2+dHYDSAe8hV9O2UhgF2X/D4NK/uaCBmyPkSWVvq399+kvhZ3xOUog8wZFNdWiwh8VZDmNqoyuMo+vd+j+H4c1OQ13CdVcNB7KVoutPvC6+BZZVZLEaCSbi3p3uVXSZ+na8fz9nv9JZy1HP0WWAdlPAdfj9xmXkf5cjWg7gUNwNgOjEkDYaWyDftdxThYgJaVO2xzDlVyTZaj/ZVAKTxg4/sWyB07LSDVtZj95cCLrRgpUPNnexJMu+7q5Pk7dR83ZTmLTCsQBGs/OcCCZfHGX4hmTzxeyjNpnd9k2bpugwzqTATr90mcuL9869/oS2dD6b+VvllsAqWO6PCR6wCmO4eIJEWArj1JGNAR7S0k6gGsivJZmFap35qJ1cseqfcAOFAv6hsRgeYivo6F0APPoqnMphyGK2nM+iRYrhQnUnAGlStIAA5XOnzQ0oI1mJPWJ2p1aqDqPnovJBmCFRSUjCbZP6xB6X5TjxVf9gCSwp8NsM8XSsYos58yZEcxUGfmyfqaOgTEv1njoeG36+CqGLPW5TyiT5qEMRqE1yr9nRwoz4NQTDYOvJ9sFOaxEx7mvyGI7KMCFODMdQI9boTxS5CQ2Nwevnyb+T4MmAZknIsbxSxUinTtuQbs2rcTYLmiUkM+moPXQeDnxPvS50AEIAhLkx2GxPXPf/x5QXzv+Nry33fVydI9cQiajiIFEitIMW+zI2V7Y/2dJsBSdLIvHSXp2SmDZHDCfXOG1aDgbWLseVA2xe/ys7eWsopngkHx8fPmUP+I71L1hg6PzwmvMcf/eFBrSjpcA1xfdZ/G/izaPkOyRN1bScNIEtQbpAPNzhUAxlRQD/8OalLLWUVtAkxQJfKiHjsGdA3M1kPVbCrkfL5oT9U2ak49qQavWTHqEFpV2SNCfstJsRpPDHYrugAAIABJREFUrJDShsoUJQkgTX/FC5vUo8uGe7rszrTBgLH4bJsH9rro/8m0yRnZajEekgROgo1yQyFJAdJNtbmHoXIDlSjHq4I1JZdawGMALMMS/61DNMnAEqrTLyGO2/Yr0ONsqabEB6nNgnYK6yuLMfR+ngZ39JSJcf/lYAbCoBYcRXB8YH0aMDOnxPBcMQwRx81sxI+X5I3kdL0nShASTnYvYMYk30PP9rzWIw7rucGiAxWs7p8bc7Otfj+L6Rnu1pCtn0v6N+957oNSgz7MiBmZYCBEWIuxExlkzFob7WNg7GR1zis4NjmfvC5WsNyI48rMzRUUKEe/ucd27qrz5W10AKwlD3P+TSCHggELhBu0PmVsVZ5Pl6HjbBK7E+na+3HT6bOuNPNvojRxLVuxXimH3O3ACwwxgqtLOKzOoKzBlGGSOLJB/M0mNNT9gE6H0It/eaNgOQU2t4HNna7ZNdeeMWKB4eWL3rUh+JjROl1q4N9ObRYdhXHNybWtOkoPbu9zMu8D7aTqrmNsBWXXsBh1vBhBgmOPl6szMIYb8MONWYUVraDIHhN2b1fT9MvFRABOVyfERcaNzmgxqK1hBTu11JcEwLutWRPjTBcvbtti4KKM6Z4Gy6XeJn8IkzPRxRKQD4uYzjwEH3RxKZZiCu98sB1WSlGuGz5SXZmxkW5vRm013ju9KIDK/We4AtAHss3JQKdoWxYAs80BmrUmok5lfR06qfncvp1fni/EqFeGbrdkh+rXywIDSFzjVaSdYLXMmrPrL4AX053QYcfHB5pkE5F038yYhZEzY2n30GudrGskOQutgUJrZOm43AGk7eZsY1VzzM4yOYCyAGUHVIva66UW0VfOFhEorFiWfuGxPp4cAB1lQ96Th/RdOs3EnruXk7ur9pS/k50ygxseW7oePAc1ssBoBWNSG0FnJE3W+y26gxX7Mq2bwf93DRhGZ/2Xv49saVXz5fPX4j0MhRkdFRGg7AaEMmWJ5afPKhzR0WdmHdzouA3BckVV+UcVjAaXEfM2H0LVAle88LprReiCTsoOHBasOWns0DG2qp0KwMco3c/rgXZSo6iDOtyYMd9aQNmPXoo3mBLmcpjIIpPpzoJ+bfIoqvTus1c8ml5GGHVTGHAozhh9ddd9+BdnEXGhOkHBsw9dWC40y2L1AoxNOqdlnU0tJ8UXlsKa1p3OPokOVA4zy072CO/P9G8ajVx87bMVfdlMaoa2pxpKm4+iRnMIUfuyffV0zkgRMJIzAhz2Q7HkwTObqMFIH5jv2D3YJ0NFZ8TodEoRKz8DPFMlpOb6c2N9PBmLj1of0xJAmKIgOYrkVFbbSv0pDjUdGeW+iTUA6DoUW6PuDDFWx5nZk8zC4nry4OMee+009bzI0XmvHLEZJh/bMoDpEib4a8Z7QdCiU9YVjE3BOCCYqmagfXbVcYaTj/n4+zxW1m5K3F/vebP7uiJRSNpfdr72WXYG+VqqYxb0MVCG9ft1oG+TN8sOnftCbM+fC76fYU87rzzSAx0uLj0siBq8pl1tDfswHTr350ccKfD6dl5TiHPkPhksa81dhQVIfHAx7bSuyVhsG6ttTTFzLa7fSIgPrPQhoblpZDOQXj8XlH8PFPRRoBN5G4LwMNmwQwChqB0CoxRWpASSM72azkChxHyfBcPmBnF+kI5yHpBD1GPyaPEcmQJG7LCeA+LPNU3W1WMkxdz6qrKa9AjaaGQffHDEz3faDV9MfWMNynQaninYM5qyDH+ommoKulK7N8uGMWQUd2zUGPG588vZgIRRZFTn8M1xtNvWx9TTMUpX/HscGa1jDT837OxxYg2sGBQ74vduxHp8L0sGuWxQdl40GslB+7bsOhEe8doGYUBmrgwGNvAREAphxvUU2D4719cI50QnWeM8V8ZWIpCRNixbk7uzK3+IIptWmMuuRZ6JNZQAsSIAwTLC3FBtwTGj5WOpK54ftyHIgQjXjO0/ff/4mF2DUeI7nhkyGJmGZw/lIA6frhCIdH75PkoDShfAsgQ6jFyrdRiU25Xhz5eu8bTeRjyLKFCre+TYm6hzZAbn6v8Sv6cNi3qY+LO5gvjTc0JIkdsQa6iVFi0n29vdr9UqmLTtta0qoGtAW5zWLuaM6i6CUTIF/V4CXj8nu1psam+r/w7gvrIovOcyPwCGFCynpJnDbqiu+rLXrAcdqj7BFJuOzG6ma1+l4jZfVG+Apb0+yXasF8d0qXOX2la818ALl9ZIJ0NvKmnn0gcKoieqH2ctkhyVqQxPVp/hgluJRRLLdqo1IuJM5+RqyXYt3NDX9H7K4jLeniFBd6Ypcss9I9KPItjkJLm9FTsRtm1SzBHXIByaOJ2VrM3jTI3HDzG4kE4xZTeRlazvtx9jMg68zpne7dvKzitBWtwvswMqGuj5KeuusBbFXbuorvix+H3l+XMkisSxDQlokGtoZZR5PZiNpHXjkldjgMK8q2uVrgsNn5+zAFj0cWN2ntdaTwFNGettDYQz4jnQKeRAyx1tCnJ4jDL0XIaRNsak5zAsQ11H/ul0UtCVP+M6kSGYEL/1oIxLRdaf6TZVbV4lsEQ3XwCh+gPv5QS0zVBobK8Ns7oWxRv+76rv8n7Q8XiQtb6mnBrtyIT1UNa9OfCj544BDtGcZS4YYs37Nt24T4JyG9ZIPPwcPNMz56kBv/j7Q4CxUZEEGVqPkn8XmVQSyey1oJ0WlF3H/MLiEJx+Ub34XSOXR3j55Uz1+urO6OtJQSKn9ZSyD5VphCGzKKYeVLtqugj1B5+QafIjzKTYfAvEQoz6ViwYJ10AbhCyc/EmP8AXoD/cNTIgwmhaD5MwVOzF8AGPlvbz+s4AZZCOIyWH3iiAm506o1xEtIf077tYcSMeKM+ykvP3W5ccJYas6PR+bMk50oGp0+cTH+fi23YGn6wcxChIPT9j5dic2OBK8OHs8xqhExM65gGV4NlIOAv7vZ5fyp5G2jcQJI4RDsrlr1hnTNCuX9+U7XtgI+vvebCVoSseM418eiZk0XPKwUMm0ChEZduy7WTUwbOSxRz1SMEN1veR+1yROtJn0oACwTDqtCdJyQGuMk97eS2N1+oAH4kDblN0Q0T8uN3B4MSM/eA5Tfa2DxZUCjc6XKFkORtYHl5QzhaM5zfY/GvV2tES1zxD9KusDOlepn5KXpuCNL3agqq611lrbN4H4nmTYbbKGnrrvuNwWtCrkjHGBFQBurH6XMGlawKgmqcKLR+uVWMC9kB42gCqQA6sld9fJnV/30qvf/zHf8Rb3/pWPPLIIzg9PcWrX/1q/Pmf/3nc7DHw7ne/G694xStwenqKp59+Gn/zN3+z2sYXvvAFvOUtb8H169fx0EMP4e1vfzvu3LnzUg/Fo+bltKpG1K4bPFeQG3j7LBiTvleMKOEECINUxMa7H9OoY1aS/r+dmEinGTDWVLKDGiZdsqJ2Gm08044p+LqKzDpcboe1KHVUel6se5Eq7sdZAaW/jxVRIdNWe2U0RVYR9xlRUY5SCan1OeorbhyQjITf/PV5cP/8jDRdOqhREHTdFOlnXH9VoGY9hX/MweXs0ddGynzUWY+416wzgfuIsfFBwR8O/2UqO7fD/WYCQ3Z6JN2siun2Knut88wvCKYXxKE+P+fUvO0d+kBkUPkeUTAWca7DHBTFQTNJJcNnAV2lOizpzikAImqwrsGl+5JC3dLiPHh9PYs2KItO6q6ajl3DCCrs4yXeJ6TK36/+3XX/5aAQX70Q1F3MkooDhsOxSOts1IFRGHDEteMxOGmiizqxlrbHjOZoKXKNQ9RBMXhSwz2w3Gh41df8C57+T/83rvyH21iudIWC83NR19c4N7mXNpxgBUSgSufWthFskek37UJRJUg5cMLIclo8a+I9LVZj1H7OvFaxYsIy+KajW2yK93Te/Nr4uJ/7S6RempP64he/iG/91m/FPM/43d/9XXz605/GL/7iL+Lhhx/277z3ve/Fr/zKr+B973sfPvGJT+DKlSt4/etfj8vLS//OW97yFnzqU5/CRz/6UXzkIx/BH//xH+Md73jHSzkUABo91MuG+XyxPijEMEIXnDWNKPt/rut4LWgy9kliYA1GDzTKjCZXhige+uVErKakN4s1BNd3s20E28XGLLOR1x6yPqWFZvsMZhgdqzoj/ZIAEo6L4q6QeNB6gvj4IGcIjjWLoFzD2XI8534Et60c1JGjuusl6+9SRmpVAGeGNdKDjWQkEnNSLNIuxtI8rllkBphDeGP9uWZed8+0EYcNeTxqmFftCTk7YnKbmzol/Xbovtg4ywyj7IF6CWxuC6YLrMYm5GZcd4I52xEe59qx8NwAROaTsg6PlivcEGaImPvNSvN8rRqc83n2fK2wckorin0OLlJWUxatx5VDwE+r4CT9O8O4fL+QyJGDiaHXs+70Gt8l6uvXdr0fPzm+L0fnwXOWEU6ph7Pytcr7wOOu/DM8OHPyxNmCr7vxL3jq+t/iq66+gL4hg5MbQmSoWL/HQOEuybZkq+jIISaXVHTCAEeDePM9bVxVcVgnEkHrwdPlwHyuVHkiOoEyWAA+h13dX9MAe7rT1FmaCIG21KjNKvfZJyVjHI9m+9Kvn/mZn8Gf/umf4k/+5E/u+fkYA0888QR+8id/Ej/1Uz8FALh58yYee+wxfPCDH8T3fu/34q/+6q/w5JNP4pOf/CRe97rXAQB+7/d+D9/1Xd+Ff/iHf8ATTzzxZY/j1q1buHHjBr71f/0vmKYTgGnupJmTKjFAxWatB6pe6rwo8vaVvKCMvrKPybRUEW7sIaqRDpMem5k5Thc3phYdTlm4AOD9JMcPPmtT9RDyPG2V4aydi1LDo7mXDEY+3E6+sIyDrBzXpOtH/65BZV5NrvUDtPuajJLXCnpE6rEA4At9BQ0htrMy7kcOb0UrRzgkRo55uJw0+DC4nMEFLBb78P0fwSa8DqsaVjaE6bdryRo7nhZroSfoeSW3lJyXOxa7p+74x9G50wk5OUL8t1mlwrMig5oyg245gQ/7WwnkWlDQbK5W3a2vR75Wkc1GndJhZkbe+Ton4xi6hra93COVM8Gc4XEd53WYnKyriJS794u0jo6hML326f/pWPP+VoGSrfM+DyVe5DWWngPfVw0SC5CcTNpfzigBfX6Whxc88ap/xdc/9Hn82T++CrvPXMP2C8UDl7ofOA48GKwRMaF9yWuF+yVF3OfSeZtG9DDl3kD/XXJ8oyBqWwdgMjEDh8/zcy7wtTHfbgr7WakDZDV3TQr22OHjH/svuHnzJq5fv44v9XpJmdRv//Zv43Wvex3e/OY349FHH8VrXvMa/Pqv/7p//pnPfAbPPfccnn76aX/vxo0b+OZv/mY888wzAIBnnnkGDz30kDsoAHj66adRSsEnPvGJe+53t9vh1q1bqz8A3BN71LMMH6Mui/VLvdAgXRt/9aZ1N/DLWTgoXzgbm6uSG2MLBVgZLUREvSJoIKJBzkcC4IsmHETUqtRxrGWVwgiH48j1tFw3ypmazoMa7txkKGsPQETSlqq3ObH5rEv9ng8W/52dF4DDWaLRZ6NCXD5p7OWMU08gHAbfK0t6H2sDmEkZfj3oIFcGbw2DOjwp4UTigQ9nUVh0TwSV7EBX2UYKTFaQKuFBHhOwfvgHVg6KEXjZw/u18nX2rNblbtLf+Trxuo/Ybq/qfLzed+ywh33e7Lx4fkffcwiU++b19aAIK2PP7Pguwdj03cg8EcSEHg41O4hs3PM5ElLMmdNdL4nt6fVMn6UAxd866vfy7NBqSDxGb8/I2WO+/tm51qF/+O95BHRnz0O9U/FPn30E/8f/859w8c9XUS9kde2IpMCywwhi4EHfanQLsKrVRxYd7GO9r/od9lt5awKdjGVYWZ90uhyucgPApoMjqZnYtTHEYDmrwIAnB4uNEXK7kAdvvsjrJTmpv/u7v8Ov/dqv4eu+7uvw+7//+/iRH/kR/NiP/Rg+9KEPAQCee+45AMBjjz22+t1jjz3mnz333HN49NFHV59P04SXvexl/p3j13ve8x7cuHHD/7zyla/UDwYvyPDCnSwdEKBbNrWcVndmHAuf60HtpERjrkd1cXO46HxMOwvXlnkczvRHmTmXnZaOf14z4ujonJyRbhxrR4xmCONxn8s2ZJC607BzRBeRO41nr6yj2cLz6bj3kDGCngflivIUWcXRgeVMTPEY0SszwhG6xtyR4eX5c0R8zuoArPosfCHTSQyEckTC5D1yFn34yHTLGZtCnBEl8v/eVMsCcIvzyDBePh/Wq7hGVlkvm3xzI26ija8IF9wvrz8zouOA4DhQYPSf6zFJigsW7Xq9KQcbx4YUEfx4M/kqu5DYJ7M0/t/ug9c4c59SzlKOakGeUbT1+yNdh+wI6IiO63b+J9eVUiGf53xXtp9fq+fErhmheXP41Dpcrbt0jA53lnT+7lzF3+Tv+3b4vCqFfQXzf58w//0W289XTOcRmGZ7xGfRocMSfwihr+qEFuRwGCKPgeSI9XUIB9ZrwHZDSPqgkzZ43I6NijuugWolCYoYiw1QpC5pTC2XIFLcx+slOaneO77pm74Jv/ALv4DXvOY1eMc73oEf/uEfxvve976XspmX/HrXu96Fmzdv+p/PfvazAGIKZTupOFxVC+c9UOZQ+kbUUVn9glAUowUgLrLDLKx7JAVzgMZQfJHkmhWNhjPpQOhvWK9GpNWsU+SR6wDS4tR5TZ4Z0b7aAlm2guXEhgnOYSiyo8hRM8/LM4S6XtC9Rp2IRs3rAylqX67oudWLaDY+hlZW0TvPlRFgimBXPR2I/TJrpBNXp4ogXJS4b7n2RMN0DMOsahuMflMkzGuYHWN2vrlmdUyq8UZxOqyEnDNDzaQE/VG6FtmByNr5rmp+9/qdxDGuMrQB7xXi+bsBpuMq8XvPWApSxrc+vpxh8zurDDddZzec6bgzSSKTNrIz8RpPPv+ULTAQWl0PXp8S23NHxcAvrfV8vLqTdP5Y+ZS7M9XjoD8FQF63itOxa7V2tJpl8NoPv85KKJHIJpnxrLKjdAwjzjkHxrQFPH5HjIimSPpuapT34Ji1cFdVgdkCC/6quJSRB0cIO8fJzwzOONGaAt/SMnQpyKSgF3u9JCf1ile8Ak8++eTqvW/4hm/As88+CwB4/PHHgf+PvLcLuW25ygafqrnevc9J/M4J2jHHNDFEWokRRRA7ORpv1DZKED4M2IagXgiCJPKZ4A8BbUOUCN5oe6EQEL3RC73wRiFo4p1GbdI3ohB/kA6i5wS0kxOTs/e71pyjL6qeUc8YVWuffT76A18yYe/1rjXrd9So8YwxalQVgOeffz6kef755/3dM888g09/+tPh/eVywb//+797mvzcv38fTz31VPgHdETuJ4TzKX5YawFKwc3ndj9xfByi2EzPZuKauydUiFkZfti2Aa7E9xTcTzZAGQw7Qt2HOw8eIKGTzcPKy9g86jf/Gpm1uHXSFjybNbPfiJXT09LsVx82fcfhaKQ9TeD+6jgNQUmtje8uryhyrfQon09Yy0oCTCeU5xOBybaFe3IInGKBtgnZNcStXBXqqpW3Do930IldRlvUtZvXqDgueoYeQOE/ogCdvh4FaF5no5GElEubloCq4CBC0B8qA2rh9L76eqkIXS9fgUH2MWlAkdIhg4O7H+ui3QkYdbwdGKv0LYHEBAR19GW4UBPf6SYa1i+04vFXetxSDpgIa5BlgIv3XUEb8l3+laOMerQvXs8YbJ4BqHzgrjahNW/NbtkYGJXmUa8r/64KyHa2ee71Jh03wz2u1tR2e4wlh30sSfDUdL8BuBRcnmiGwenz3Yt10y9mPY+7qdpt222tnzdTLN20i+dlgdS3fuu34pOf/GT47e/+7u/w+te/HgDwhje8Ac888ww+9rGP+fsXXngBf/mXf4lnn30WAPDss8/iM5/5DD7xiU94mj/90z/FcRx485vf/HKaAwC+uMwrOGi61tsWrXfcq+OIF8CFFAMc9n4DLSOaeKI3NaR2lt0ItuAaEBn59AVrG2oxNBDeZDs2yMItrFZnPN3cfcs8S9DiRFTt2X34FwqVYdnBGjPtjLK5GaAc/O8UGCqguB4D+GG3Luy2EVo6WUBdKwuTGUMYBWFpo53U9PSaE56FqEDh7tFNNK+unQEDtHKwA9vHI51a2gHMboWIIB6apExmF+jm5Y9oOAyN0GVQkrTdSnHw5XuhVQCBghl81dWUlAGlr66RudJk8vvWFBzPC6EB+5Z5DwhAx+9FeDLTyi1aCYRwa0IB5Bjpp3BuAVOtVxUp7YdaS+6q20ewhdJD1zfDo2Oia60LIHUaERCOZg3RBRgs3gKP7Av0E9q6e1vGYyhIUq9vfxnlAx2Mz6NvdGXTI9MCf0YeBWp1ZxNkL09Ul3fNa2Pu4aFHKp9iYn0Na+NSQO2KrbUweb477lWXK4/zvKzNvO9973vxLd/yLfjQhz6E7//+78df/dVf4cMf/jA+/OEPN0KVgp/4iZ/AL/7iL+Krv/qr8YY3vAE/93M/h9e+9rX4r//1vwJoltd3f/d3u5vwfD7jPe95D37gB37gsSL79GGUCLiGZEC5HLBTxf7k5ht4/SDYfZinLrh7hBwK/Kp0Akg7mmZow9vDFiHopw+j9DPzKODkqnUJYGBk2H5/3BvFfVytH30j6qk4mBkiIzqIHTwiqOflptGu1Y9JVIIQ0OCFQwEp+LHhm305MTxSsJfTKsUAnDLKD+sg8unldwE9WWBJIw8afxltZaAHg1p8Qf9UAJ7mscuktggoIRJJhLrzU6ef/q58kwGId+PoZknSPoAJ3ZuMiDsivVQIOjgzv4CGAz8Q17KEpn53FTrPrCyjI9ZhvbkHy+91cqvCUqhK/5SX3PJJ7XUg6268ovyj7U/15D56hN8KOJlP+UbBk2UJTZz+x6hbx8f5U8bK+5Ut9t4Q5xdXiAx2b/CnZzkKsPWlyIqxaZ1t7PxCcHHgTwqft0X2Ouk7Bjv4ZYhiBfueShuyYdwxZkMm8pgtG8fEefQq66gqW/sNEn7grGwslvMwH+d5WSD1zd/8zfiDP/gDvP/978cHP/hBvOENb8Cv/uqv4l3vepen+emf/ml8/vOfx4/+6I/iM5/5DN761rfiIx/5CJ544glP8zu/8zt4z3veg+/4ju9ArRXveMc78Gu/9msvpykAgLK3U9ApQOv5wP7E5oy/3R7Yn6g4am0DXOAuDRW4vG9lWB3jMFiAAr+HtmuY5j4AicBFt57fogkM4NuHK9CtLQNQCg5h+AvBzIaQiPfxFJ9EdBmSCXX3+CbXi+iajp50Plw98HPlVEMHZEJDhKhOUBGoHkXnAl/O1GM0oYQjuwDdelHZrUWBs4+oosnNUYHaLy70/R8iZAhQvm7kgrgEEAMGEHmot9A8BBB0AUh3iLtVeXAnm98Fmp5j5y6vLfZXr2FREFGBaukdx9ABZaNCA3ezuhIgbqzWxyGETb4XbY8JoOTx1rFABGGnvQp5YAQpCc+4a/CQ9Iu6eL1FuQyaeJvFkqaSl8Ojvb8cQyzys4ysDGAN1h7eL9aag0ivwDbAbporzM6bzC2u0ZR2hJOVQSf27xBPBdC8HJfiQQoFUl8d2zT423Zu21r8BBrtoy4RGFwGUS5Zt76a8jWuCHF+PNrFhjykgC5uq+0WgXo7NvTW27HpWIH2cZ6XtU/qP8uj+6S2e08CaETbHrTrj2Eteq8+NDdBgR680NeHrLTIvNND8+vceYJEtjiGNgLXrGmJ+UWBeripuPoOEXTBEgHCIAWts09UvfxOwVGj8sIdSsdYPHWXoAozace0BiOamT8rYbH6W/pFUPQiMuhAgENAkwu/7IvviaJrRjecLiyQ1eZWug79BmEb42cn0XhzmdnVmukBEVhH/B3A2FOHWUi3+gZtdG2ElisgwlMEuAY/eBuSsGbeQG/VrtmPJJTZHkt8ooCpyomue4X08rf2IdCtW5bst7Zd25O/L2me2uDWkwKk5A00gPB8WbchWFv6nuMl2zo8fQWOzcY2jAoc9/oG4Av6BYctJB39hIv6+a2fPjL2MlHZ4V1dboXSbckgFkReyq5Td+OluetBQaowEdi68sVw9XFND4bcE6Xx9GDsnaLCz8AzlMTzfX3qFg/xl3/4f/z/u0/qP9tzpPWLyys38NSF+rBHl9BtdVN6aDVnZPG1JPUH+6TszMk1nsv9sZ/IjyEpY2/SFBVUS7h3CaDlNeojw2g0HrVh3zuV9pwQuFx4iaarId1qobCtuniqC9uFFpBRa8II5NA7k/ozmHOkJd3JkLqQ2xJFIaDrA3o6OvPvvLqkaH4BkyRERsBJAyQLp3b0EHzdVtDLGy7DUSbdPxMIyzNp2tJvaq3BHZqsP/bhEEFGQUow8jqya1Zo6VsAjpg3rFMRfEjjlcAVWrqwR5wLtNgCuArAaXkZeHR+rQDqWgBFWJ9hn06RFmqVr66F93qTq9ddg7n9+qwUEeGLehl8Cwz6s0wqXNuDgvqgoFwK6m0PnigG3BwoT+w4njimCD4PYlJ/F+eW8Lz3SeUYhkxo662JHhAekflHhaRd2Iqh1PVDAtAPqt5vxlyvu7WjlLbhrdgeNnPWRCbxlB3ra9H1djGxFs/dPmC2g0a5tHWpFnk21oV4BIiDwQ2BxkY4pKWJaE2jH5v6GiF1oZHn2PGOqdUdLq6tU3vqDJEnQwhYINNQs6/wY/GBeHqFCx2MTwXZ1ojx6WsyG1ybA8QFxnprAiFOOBvlt7bSjRhPH6BmSu3drVEfs/HeVECUQXO16Ma6xQCoAUxdQ6SQ4MTNvK/gA4CH5/prCnU/SV7qBvxUb/ZvaXHomGYhK4rEeBGFpJZbpJ9Z+C/dV9RwUzsCUJTY7mDNAGPdjO3hWGew0j5S21cBnmmg4MihWaWXNTsdz5VrOaw1yTygS3+yFJm31x1oInderdbXCyXKAAAgAElEQVRpvQ90EbIc/cz9kXe6LhzKOtBu/jU5eJaKCgSgOo8fSGBM5Yf8zjVZtHZaGrfST0cZR0iNE02aVQV3F+qxbDCMqFsrftVQa5uFg615Ws7pC82jVc/mUYBAvzjW2unwze27YITFc6dBquyG44mCUqsLueZnJZF5J0txidhcYYM4jYmGprCdMa5ytqEVexDEDfwabj/uqD88rby5bYr7ecd6QXFBo6A23Itjrw2vStA9MFxAVc3KLaYkGNleXZw+buAuQQclwN2cQTs2DP9yjYfsEkBV0AWBmIUrxsTPWq3SkO31tOzv1gPksiJgo390I2Ttkp95PWFyk8k6U/DdA9PakbqI9Hw8Cs5Qrgp9SB6M76blStqwgC8CMqz3YKRV69KBX+rXfgbBD4wIRLEEtK8OIqk96q509tB6U9+8X9t4X6zNNQYGeFoCQ+qXj0+ScRrZB2l3aEgZ9AtrI5baVSjME7BeA6XE1yHYqEY6tXMxC3ALlEuXVftIq8E1tjXAcSeC8gL5AUO2FEYfiwKhClhQlAXk27qVYb8ZdVReL8P55XdQDQbJrut67if4HD1Q7DzadnrxaFF+NwWnF4/AZ4967jRIASOqxG9fFUuBdyj5vSp94Lj20e5Egcf0U4sgg4Yz+8oYYB5XpGtWVkbAA9DXxM4Ad7D72otO4MqIPXEXFgJZiQAkgONliAbtZVKrlMVpDWbQ3eYq4P03CkioBgWPPMqCXV10wdLiO2VETvrTAEpAhHYSnL7xWsEzl6UutdPaQvL3CloUXhRMx+iLWiwuLERIKSAHrVsVBQLhNj5zxOK0BmLxO4WjEUClbE9GHqmxDFcexNU3PSxT+qqP5xUlYlo/SgLaaShAuBwTpquNZ91KVnoIf1gFqlqai8eFt7i4JzqLYF9ZdN7+pNg4bfOYLfI3OoimYxZBmu0wAOfigNI8D9aCgFTp6F6HsiegKvE3piW/0YLKCkxTwHv79hLeqctvv+nBVz04zLeHgOkszMOtL7G4nPDtMkeom/tWwbMlX+K52yBV0Tm8EZp+Tt7RVM+Go/DSr354Kwe7Ar4geAyBTMbUBWy/IEyEnLqejh65tt0iRYQNAaJROtbbyp3ZGk7uwRKW6mO7ZOL7RkbVjGViZnPaLSLtA0a7aPW1tBgTiUJagUE0OV9TSb5tf1YCHfNvPkkwylHXjQJDuG9IrRWhHUOqTejnYIHxfXJliuY7tS8LaaW3WJBTIAo/ackwH8FFQC2kFTorLcO46O/KO7kNFGrsK2m7sg4Q++n5+F0UELqSsoaeg0KugrKMQ3ajqVXrVoAqA2LVBjos+gCluY4veaPGPnjWOtJOACm0zULe79haPYa+qTeClrp6tY/0JjTXXs9zjDrHZ/EgLwCuFAZrsSsHTQG04Unprs8RHEE5BfBw2Kx0HjcFpwdtUPys0drWqeptW6vabjGipvt19yXdAvyo506DlJUyruZAQ/ZihqPyCnWGBXf/aOl3PdHaOY1DYNv3vr50jncyhcmGfsuqMCDv/+F9SQCi20IY0C8qLPBbe4emOoByFdJiFdGNwfL0Irw0KbMwnNxG176rlUJhtokM4cQmmMhneKQNvqiPdoXCwesi8gQtTWt2TVpdPByrDC5F/pY2hDUhFkChg5FWrwFh/7zuGgUlaRUEqUTzaTCAW2FsE91wClArwZcttJymitDWdNfWYvp7dacWXWdJQBVcehlU2c9Ej+wSDutrZeQL7e2f9Qw/eFXzKz86kMh8VEsxg0jgBwEatf4C6Eleuuvs1G5Qdstgl5PEj9jvANyshnTYC6xfR1z2QOpIJwDYGDEsaU6yLiXKRVgn7f2n687pB0TlByOfHdH74O7dOlgpjL/yd++k39zQ+8KNvzw0oc1x6zTqNHgZQeV3GqSALugfjjP5fCOuLP7z1PHtbP2Ioba3SEOQ26DJ0UX9FkkCgguagnEAbAozdtefRumg/e07tAH30bYAjDIAgWX1Tw0LPe7Dmcz95tvo46Rh19EetcKCn1oF4UKDQ0mRRZI2rLkQYFRQd6b1YA/WgTGh6u2g0+gTxtqHuBKZP6+FqP9etVoXTIeUrwBEcKGgO3kVc7g280jZKhiCe5D0kDwKkC7cdgCnUZeCma9nQNq5shqVXnzfv+vNuZ5PAHkSzCozpH+sS4XgKg0BLysxQBy/KJ0xwEPcr+GQV47/MfoUwFDLEh4IaWpsj6dj/QosqvCwSRtaCPnOG7Zj5Q5oJdJngH8Z6fKcYcXalQKgNmDcbssoj/O2A0Q1DCWRabplxgMEGN0HILqfC/zcyrKPPZ++cdfvrouyyQpaVF4PPiIYunIpgRSuRFSVw+PA5vIQj/XcaZCyDbj5wuGCnlbFsYga4enfdaeLDW7ZjAlHDh/uP5+EPfKIQsmDIep43+rR9pUwMX3/DsbGU9an60NhIyYgapkwjG4etViGuq2C5kOhr8xnA2wPuiYNfurEas2lHHFy6JUNvj7W284glAwgwWpTLU3ujCJtmE9dda4YSGRhBmp1UXnkGAZg5yvbKbQc0ARcstKhQjq7cinsJnBiG8uoY9J22dckVJdAIXRV660RXmiXwUHpphad9DOs5WgbSXddw+PvKvQLhtWYTgEJdWVLhr+lqFcPYkgg5/MPsU/5WbkS/W/2MbejP/XcrP7jnqFeirfR6+F3oa+WPXi5502DpdZYdoEdN4ZyKYGnaHEFF2sZMojAf6AEmabyLFi3Fdhri1DmsXDbbT+BR26i9hvIt3FNjy8r9DUq9UA0JVcPZW4vTy+abwl6nOdOg1TZAbs3NuvqtQhAHHBf6NPHAF4URs0iCHZJR4bYbtuCorpCmJBrV82HXAaTHuPeJg7i0a0f12qpJXEPSBlBFcAQ6mp50YJaCeJgfSQNr2DUmX307AejquhibG1rierD4ozL6yasl2mIkYuuNUHqKFJncjeyH9PeFH7Pwlc1fhFYq9ML8vqATzICCxUFneyJZTyva4gDrPhMazcYdHSeEQGh1rn3FYOmQesGIu9BgEuBQvJ6YTo3VJiLAqSeAAf5DIQS0ehW8S7fla8U0Hq9eWx1ncSBTfk1jffIOMBHxy6vHYa1LFt8klaZZh186rlge4hxOoNs3g3jw/qkbWo5Nf6VCRkmJt/H8T1ugFJt0PsCFAZWHGjeiwJAjsMC3ZEVMBSAVhHTruZLByF6PXYJArMN7iXhHOf6F+k/LlUcJ51zaaPtJZNbgE9AMZuida89dxqkbBvnSKEjerOMDOBBjJ3wTcjKzumTnrvWyitH1x7kwkO6glwz2OTvE/cNwBmblwnyKKQ2+B1EkzZoBbAbmdDoALcA3aZxd4CSDZy+2ZdgpUKFAkQWKQm+2XfPzay6duUAxc2DpU2QVtCYNHzyOpwKL607CDNxd3mbKFAUVFYCBYu+86fkynTBVUdaE6E4+id96DRU4en1idXjgMg+UtiIdk03n1X4VRqTBSx0DRa4AqwKGx1nCTEObWeeY4y71u3CtI5y1TLWdjjfiGLEsaQAdytTFSeh/bTZVvsLBNdcpqlGrE5Aj/i3WnY52EItlrCOJPzJNlLhqbelb0Yt67VXSDn8s4mh0S5DZPRiY0519x6TBOWqr9UdJ0PpQQd1b+Dp9W6jX7WgAZWDUUtnVNJVQZGxDO6/y3Dj6boXm67BVijt2iINLvOtNK4Ej2vqPdz+igKYnzsOUj0U/AR4pJ6vMxkKymC6YCn0KzRuRjSKR6XI5jNaUCoIa3CTjdOAq7sQh2Xm2mEvMpv0ugE2mL7O2GU5uVSoOSNKmzUtNSQHcqUfGfAkbcWwftq1IG3m1ksZi8ZHrEvv8HHLDSKYMIQM2+wAKALC2+QTGvERWqj1k907auVAJ0UqywGZQpw0EEDKGrNqzi5MRDkIAoY8IAKYdPXw+j21X2gW2lpEoGqZBJquWRelt1qZSfDrYx1ovZ8E5lRHfnLQgK6phTZkwCH/XqlnBVCs35Ue0ruu0wHSfxHEYTppv7SshRuzua3LcPMpiE8ETWBu2u9xriSseFi91e7a63OMngwHhT5/jicO4GTAXnDzmQ3bwxKCZYLl3sGLXiTyXCBEUlZdadQ70GR9irLBPUZ9iaWehcc24OjovPGggL580IC+p7mno3H9udsgpZNiYXXQHTXcFE210fUQ9fGTWbg/CttIkwfJr27vkSt+v5EwpGuAmp+gJ5aTfxrGOlaVMpJG6xqoTGT/PQsU0iS7Afu7cahkom0H0HrbzyjklQdSj0/EGukIQ7AuXIh3oRQEN/tBQdy1s+D6S7zsk0EtMhvleh97PrpqMxioAHcLq1s/vi7Vr7UP+VSI9gNTQ9SeRlLJWOvY8Dw2t2iEluoWDJYD0ljT0pf+rkAo080fLZt8kiwdPVGbZbAd6hFgeToeroAJ7XRd0XkiKQArOuqYhznJOaa8JmCH9M7b0v8OwR0LwR0AJiknao2ulACnT3efuyzwbLz4UAjJctR9TIJvBtw/UG4O2G27wwkANisoPIBg66IwKzO9c62dNsLYOcaiULjC3s/nU0uWMvDoY3R6aP0QBJuU57rLmjnQr/gYd/Q97s28dxqkygHYvT7GfuttP6qjtL9ta9ZUi9qTRTyDBx4Yy7oCHBwkDchwtxwFo1gJCiIu/LK1hJGGD+9WUrM6TDAKezIf27mYKNna8U3F2yhnqREqqF6aC90Fehlmvk9Ibho8BuDlKCIArmGpdaW0VktEwU7fqyWh7ia3FpNmrO4XpY+3UTRyFWrsu45TEJ6iNEzRdUpzlndEQRcAn33joj+GgFL3YxFQzXknK0eVCPaVPCkA6HVImTo+vEU2WzaeT0Fji7QJYFmHIFy5+0I/dMy1XgHSsF6MVIZYTtlNqkqpW+IiyNUCL0qPDO5sXkEgfXA5a73+LjbcXX2gUI+kCVVaaRP9UmD7BuwDPI6bfqwSM3RFwIrs7wwNRXDVu7svHTbAGx2aDIvLIN5QYNz64Kfl9Ne1+AHcMPiBtZSdwVp7xJMdC3frceHRCETmvtznMT795ltAIlL69wq/FJAnTfDwTD8Trj9NU+ubb3llcr8ThVFwKvCPDX6bLrUoffRQ0daW5q89fwlw+zQ8qo4mMjVF19ySe8tqO5BVD94Mwkg1eYPv5woaoQiD7dzCw2l96FqOCjcvk8LaYlnZ/RKAtj+Vrg0FXQq608hH2nrEoYDaJNQUdKTf/FuPulJrht95GGfInwUoEshD6pC/c1AHgOF+zEIaox0qtHjeWk6ra6n6m1qNClAQWuW+66G33gVdA8rjCkQBrzRWvkKiURb4mQ5MvwJevk6KXCgrucmYdwkgzCPlel/ye1ukLTKPNAu/Zw8I+5EAn+ClbnNju5VvzgXlYUW5bf/0dl/12OR6GijouJX4PnlZXAaeB8AwnF3LHvma/C1dFvM6pGNr77i2zhsogFbe4+6VutMgpWG/dL8Bkcn2G7loEB0QdAOpa/3DXFW3Hm+F1cfvRRKN69iEGej7rQgTmu/18bPmEnPRxeZai5SV3RLZZUmtm9aLFbE0IGXqBKPA4trGPv6p5j0JVQLoPsoZhCK9Uns7w6Ig3F+lWna2UAiS6kKxJJCai0LKWAh+dz1ovxJQBVej0gvxu7vmABeOy4fCivy2ECC5Pm+XWm58KMgy8LFc6Ret+DwueV0nBxAo0LmSJK48LQtAcHd6Her2FDp4m5hf+ILj6QoPpFwb/1ZrnaSNfmaLSB/3dPDfCnBWVj8wAWRJfVCa+HsrkT51URDrkTYx+KNeCrYHFfVBO3JN+d5ONlyK24gWpWLHOlXWUImul1FfsS4ruN+pz829B4FZ4hlVtBuPmB+G4DwsUaJhD+njYdTddvcRcAC08/n65V48Wt6AYTFRgxbm5oCQWDzglYEVIS3QhCqDNdR1tdByTTQXBi74OX21uKbkA2fA6QFw9LWKEC0FGWitj/VXuIBXd59bZOISm4ADCyEowiZbJqr8BWZVAaXt1kVdtrcD0pJ2C8bVia8L9J7eEFxWXp8IiQkIgUjbOtL7PVwEX2mXTzylDa1MRGHuZwLKUVMm9QYg7WVp3SzbF9Klj6qMOB2VBzTUm7/30P5p7JGAKgnqYG0Jz+up8WH9RdoSxpRl5/FLTxbOhkgnd5+j12OxzJBX50nqsypPyzW29OQ1zWDdiXKZLaCVNRWO51JvR0/P7R6e/VIkhLx4f5Xv6X53Nx75csc4zzCBP6x5YfScUbWIqZC3uRtvTLBqzn9uRWEcS3d62G7k3e93ecqAtVM/gOEx3X13GqQGsQDIkUK0Tuqlua6yNcPn6IfQ1sMcoDgg+/1hyaiZ7BMInXnE6tJBVhdgMI3zRuOkDW/pOKYwh/MEVFdgB6rg2lGtLoFzXvtRwZXXXfxJ6ZhW28c6vP0rUFWBI5MiWwcBVLIAye1IUUuuZWoigm1y96l71zcTJ2GugRkURqZ05lMXQlVdr4ADdLFh0SGPS09/9DLHeZOxLKVvcPvtmMbQgHn8+J15ZZzcmsl97m0C+6luojx+CsKLR9eIvDymv8aHGGkLQXwBDJnHs6tZFRMniwBnWH+59mQQ1k8+AooeqITWdhN+oSeDJ56HucGy+vugCLIAyh4Bd/c06N42g2/ARbWhBCUruF5GJLTv15QTJXye9HHaeD5qP5P0cr/dMXV60cLJM+XohsPtS9C2P3cbpGRyu7Vy04nRCafh10CaBNZ8o7zE0Lo5nv3XPonEDw1gaHMCCMP6KrCbRZML/MBHdbFMT8WI8ClST1/rypet5XIUDIIQTaADyEQkoOa0XaPP1tbkQkq0zetYLP9Q94O2XYSVA/QJoZ4Qni4aPcR9Fxb/RTjlhWK1oKY1moXgrSr40zvvv7ybNn8KfdhGD044EISmC9nufp2sWwVZAhdpRsVF11VroouOibzPVofnp7BjH1Vh6WMx8VnmtRWvikBWkFZ6hE+OOwRAEcsLSpHWyXdiVQRXodA+KHWJVkoDq5iteFVQZB8j22yAW0/7fcPxih3lYUV9WJuubUA5lxaUdDLPrx4d7xLHb7O2PbT3qexlHBiL1uftYQO4EGS0l3ZWoPUuS/CEewU6nzYF2xAOReh/jtt8Db45DP1k9JuC7bZZVQyy4Hr74zx3GqR00tUeCkzLxjVhAQ8VAK2AIXT8HQWALmIG8Bl5CYp8mlAuzkT5mmv/pHlvsQ/BHQKM436Q0mh5kEnNvCo8srCQPPp5TdMFMANUbsdiggaXipZ9ADihHS5b274QhmMHy0StglRvmPjSjiqgHqzERfM1ksnYHwVaZr+iBHh3kwXiaSv8rizlO7UaJn4UPswCXy0pBV5PIhq03sOk1pvXkYW70gvpvQKiAmNeb1JeM/kHTHvPwsP2HCNtKFaiBicLX+cXxnvfcoAIegpaJkDldOccPwHHZu0qd+arqS6h1bROx/koLtcwnrSWagMX3Fg/MaIV5vyPAVINgEqc4wUe2evKBnnvtpWVlR+1sgj4TTm3IGOsjwX5yuT0G9tGpB8DLC5PtHncTp0YgWV5zYrr/wja8KOfOw1SwWWT3B6q/RzbQPBxOjr8VIiw6IkBUKYTRhmtDuAagrUPIidv0sYmS0O04uhSHAxOJjcBNNgwm73POvl0Mqd2kyartSEHk5XQxSg7PEmAO0NzDDITKgCXJkwqDLaXsRbTQSVMPNFCgxXW09Q9hc9KX3zTrJSZg0DYdyvDWtIr4On28mOv2Da6mkjn1TrQwlpWF9PkUqzpNwo79q2PlytlVKJ6m1brd2pd+vFFOlYZlFR5EiUpW+75+wToBLhdaKOAhUU7EphrsMbKwltaUrSwIfRJWxQanazTqQze6yBf88kSpG+3brh/cLl+pYpWihTNilE9Fxxf2HxtjYpbA1iDPdEY6UDt20FyYZH2wZOg22Iw5oKOzaRQSB/qDtkD1W81380P4W6HyaL/PvgzXD/Uz/OjG/AQpC9fLPdJuesjaUk62XlLpGuDnVnp5lNAITjx9OCgsRapLwBL6UKqjAmY1wMIVNRw91jmCsBCkAAiKGVt2AMoMNrOR63BsLaC0Zdgroimpm2/am31MnwPlfrxF5McaAu1ukdEPz3YIwnQ7IbVA2NX7ig91y8IP91QKv3M6xcrDZSu1tVaCV13pjS8Qq+p3aIceF0UcAnowvFFotSwTHdxQ/IWoYXJuxLzrFw93lbOkQ7OwUW38g4o3x6SjzSjMqZ8Rd7mV6VvUloCCEJocBnptT8Ew8Y75nOvnTc3btrOwTI6H+oF7dxNtkPnSv4kvRSUj3Rlx6WgWp8LydpsQGPt7L7b2q1XE1nVrwjS+bkDuJR+TJK5JVrPpS0f9HbpEobvZTpG+rK3gApdg2LwA/pZpJVXBEl5VoDC03+cDwwo3OJjHnx2VZ6k526DlGi4BgoRsZq4o7m0GyaPrV/H3h9OwmzK54eT18HvGEEX7Yr6PshJkNPt4Cav7jsRwFLBpOlMGb33F90/HEBZLLbs2+fvvOrD9z+pAF1MyLB2USITArH+yQIQIZS1TReEu7xT4O351NILiqMI0mkDBRm/jLRB87dR9zIfRtm0Ovgb+6WTS9eVqKnrWYpFrbKKWcgKHUvnL1/whgABm1nhd/UEgEwgGzwJADxilRZN77NaVOQJBZFsueTxyUpfCOZY0Tdp/Kt1vzC+XvEir8xFrU/ddl69ejQqYCfzI7+KoVlFZ7nDSemq7VAF5xowZcVFrNnsogX6POhXf7gCxXHcC/Cg9rlggGzXaJF1DXgc+Da0s0DPaHuqdm2DhXqCIrxxLUn4RsGS8vOG7sMhY7dzO3GCAOuehq20k2MO9EO803imcXvUc7dBqg73z3ZLa8n6xlyifNd6+iK2rlv5PUfAEMwlfYeEm/eBo9vQwUlca61Omejcr5BAh4ucrTyMMGZaIqkdqgWbhpmSqa+AivZP2wgMgc2TDoIGxzRbzA4sypby1GIJZeUJ3wst/V2wEkXIUnBq05nHT2ZmerU2RGgo7Yq0Sdd/WOfR73iCjXGf3J5KtyQU3W2ZgUKshrAeJjzDCc3TUwoQLG7XZBdaqB4fxT566PtWotUl1pHfOo1Bh7CfibRMz+S+EnAnrVVou5AWUA9l6VhkBUjqGYOQSJDoqHNQ5zbXUY4nDMeTO8qlolzi1ROuY50GDYOCk7ZyGIR/k+KQxyoreSurlW1oAFpx3Du6fOidrtaCHfbSzKh+L5vdO/q61hZkwlGAeik4zsB2SB87PeptB2g5FJZudNJgv1fG3kIb0dBK/wDEfd2JdNlu+2bgU8V0G8VLPHcbpACfCHTnjb1IgO92RveJdobjxOTJD14OhMk3EUJ9Mru1ZPBQchXWAUxEcPHqC1o6Lsi2ZlLzqZ3h3W0CuIXINpKxw6Zg0TCZxvP3d1XCPYMrZot5tLyWoH9X8FmBIMaEDfXoo4IjgyXBhBpZOjqoJCE2vevlhwYISGg+pYv2Sdd4glaJIURcECeLVccouDuBQF8Gd7jVY6IwGYZSRXenWGkAUPaFJeWdlDZQSJFWmTYYgKkKWV7/VNr5vi/EsibLK2g0sVytS5UZ8o6OjVrmepK/Wt9Tv0SZVMDIbu56W1yY5/ELc0HWt7zuBV+5lSZgqm7yQHrPFEg0fipoARBHb+dRWwDFBtipV64XL7K95+IKjt0Yjs1QntxR7+24/McN6u0J9Vxa8B3lGOWk3+4NWI+Q5p1xpI0rbUcH9fOIYOV7oG/7qW0vFNesbOsnUhw2z4+XeO4+SInG1kDC/MwpoBPIgWWk32/gDKQnG/hkxNAMbCthjSkIK33KyGuLycPJrRE2nlUm1VXAkLJUYwzBI3hEvtXDSSlZgpBYaIS0RFftUqEztUkBTn6uvf16XJC6dlieAkIGK6WDT9q+FpKDavyd0DlHz7mwYx4Zm8Id+qSNWr5CyLKz0YmWuv6kgJzaSa1f18XCteIqSAngmQb6UNFQNx1iH1XRmoAZM82nshfKC907/lVomy2xSYlQWqhCQB7JtJc6rylS5VJQYW2dxsssga8Cf4lQ93KEr4K7UQGKj4zHykrM9AyW/tGsIOuKMy5xITa47nbuGe0FnoCyHajFHNO4vOHWGk/GsQJaSc77GsHJedm70g7XliOPenvV2qXh0PhHogPZvy+GwImjljavNZKkWzt6zxQwGCKsDfS/93txkg5B2Tf4kkoiQDkoKlABAaky5o4K7KCx1RGmnC0yzwcp7wozh8metDm+D89KkKQ6sjtHJ2l2T/C3esx1L4WWaq9JgKmLSNt+yBoRIHkz+LB/4qqhYKYF5MJc2yjafVgzogJAF6sAh7vGXNlpC8oDgMrUD7VgPSKK/RAA0D4t95OI0FFX3tLNpIJRyyBPqgLHV6IkEEi53haAjLRbASLboQCMBX1Jr0U3J3qIsjDVowqGBmRY/CwHUG5LWO/L1tHUBgJVTqOfqsgJEI/OKvj1ExuSLPK9TtWA0oHzAErv3ODbUbBfZ2/oJ1UU79JRTziqtbP+SqcLAY8uYlrPO8L6lEYgB6v03Dbt8lzUmvYf7jdwN72fZoFW9tbztjUtPNZzp0Gqchc0b33k5YIchCT8XbvaBrPQjaeRS6rpHv2UCd97kc7kY7kqNJzh1LVDQUmm0LwYeQEBgZJANU3I8L1PCne9SHsg5WXAyU/IP3g/umUKJoDK6xYTY/uRLkITFo7xt/rotd8hdJqyPwniCeBSe0MfKkTLi23R91l7V0skC2I/5kXBJhBF6t3j73nH/+hA/1CFqIyyAMTwan7q2lP/jyBLmgY6iVUe3MGyPhXcNKrQHON9WNfVPuSxIvBzTujYZ8VG+GgS/EojAUwqEEsFSemsY2XSRAJKzs666qKtq7YrwAk/B4BKc7YpJyUqAlRAe/j7aPOQeY1/WqOttnRHH3BekHjcGIo1y8wPLhY6qmWk0bHa1hacNtoajlvrh48pW4MAACAASURBVAyQX+mm5TqsX92xkBnXnjsNUm2wi/9NBvE1J+41Em3MrSXml/ubVOsLmlIZRNa6MgfzkFkKibB2IhPVhTD7kSbTtP6S+pzrdbdUAhIvb8fjMcVCCLjg6e0NQFhHH12YE5CV1qKxBwutty0AqgpL9uuIdambCkAI3XVBd4m/hT6qq3QXEOz1BatN0jd62OAZ1q1KhwrAIu85MdVVp8KL5alVIqCYlRUCz9FvdnbXCXlM91Cx/QpQSg+CHvMt1tT8UZDmdyp+VIj0CKcM5vJbdpkrIIa6hR7BQjEpE6Mf7FO2drL1n12Qq2cFRKGuRfrQX8jfXoaF9CtgyxZmtvTLMSacdWAqgc9agS2at0SlqPeDCnOoyyOWh9xQHgkKXCXjDJ7JSoEq3ABipN8XBUjJIrMD1KkJmF2PJBLGCWspBX4Y7SRs+nsKTt+4WWTwMD6DNqWuJ4xBpWntAqdbfMFHLSA6TapVeaJBT9qsasNYT8RQZ0E4GJfWoEeJSR+XAMrNggL4VxdJCQY5TUEEaWHwDMZBmLNdkAnDd5lGaUOrCgnWMS3uO5CW4QYRINDxzW674G7S9qwEXbYyCO55Han3k8JE3X4A4vqO9CvQDTKOIiwz/3h5vc+wYdmqYuPrrCuQSUKY7ybQyfkWSl54VsCb+jO54ajMCQ2GG25uVwCkNIb+Lrs887imdtPlR8XNirlMgIzBcdNv/+4h52Uv6zlV4KdNcENw490yeKGHu9Pa0bbGuVCcSH5pbF53k/lQLy3ar3JvlM6fJBdpSR0bYBpd/YjnToMUgLAGBDQCMuLEtHcGmVRd8+BtvonJguBSpqzpO8uluUvwcK3bk4SJ7+6RhdbRMkq5WVPku8QEBSNtWH8Tga808s808Y/NHKgKGBVYlkwdng4Qemp3nvguSKUMvTnZixfBrBbEI0FvJexXgktdKAugddqVuAaWn7bAXBAmuFoYHJ8jgpm/0/Yk0FKAWglnFZ71PBQvOw16s01qNYZbAFQRonJR4m+BJgJwTdjIWKpyhJjWH7XkxFrL1nIYEymH/LhS2kKbFTz0yaAinyvlbfIoJBoE3qrSj0VZ0ZMjBZW+14lzVkG593V/5dE0uWqwc79L6uiFlgY67rXhHCQwIZYXLCqRhyA49jb6mlSXaQ7qlI+ijDV52/pzbC0ghfxRe/Qfo5bVaqxnw54F4JXnToNU1oDcbdYnuhXATm0QfVc1moCx0u6JCuY2J38VDBI3UzgyCIhuDWBy8dFXqydAqN/ZrajVpBbAcvdgmryTkC3wDXQqkNUa8L4VTNajbW3T73HPmrZ1VgSc5pe3d/LxE4xTezVQQq+vCKDO98z7CNcTx7udXiHCVpOLJebCW9uX27zDlQflDeWR5iIsQVgF6w9SZ1aiEviEYBrSA4jKlwgET6dtIqno+jvQDgpVl5vQK2D3CVF7V+Uou98s5pm0ZVWoamqvgGKR/tH68lMyOn+u8gZrRvlWlaH8ZHDX39I7pUt28U152a6eMLhiM4hlWVxsrPvVUVHwALAvfU9US2fAmcjK8WprTH4HXFm3u+p8M6H/uf8dLMEePGEjra5V1jRfgzJcxz5Syj3KQZ2bx02BfTFE9wWGUYEv2hkukXOLyekQvQw3TzNIJMHgm4f7u0qhX8ZvQC+rImh9Wn42n11YyffY5tRvlsO/VQhDBATBrTPYIRp8sOySxlvObeMezyeb/NmJRg543qjUj6TdFsmbgSJYVCp8MjCbgBqFeNqwOmnnAppuzcoROOSDLCCzGy1bRkEZwFgTNaV3iXXD4NcXaBs1kCAoGpiFNQWra6c7BuBIUIKuCzJf5vWlAFfLUN6tvABXLT7SkOCZ5pqCl9LmmptbhaYqcLRi/Ggui3TUOiYrS9obFNZMj9QWHq1U9rYulJUIJ40t6lSltZiMYWmA1D0y5cUNOFlw99EsKWpiioKuSnvp4xgURlpH5EGPvhttoyKRPRmoXbeV00vGuag9L/dCGcZ+1AJY5/fmwSoTTa89dxqkSEA/fki0s/bHAISx5jCIExjnyt+6d+c4IbgQjyTswQ/+7g1FAIOVa4t/U+PQyDK1XiZmzwIHiankndOojL/LATfnYcB22xroDNfbEtZCbLSNLoZwhQaFB4YQCRbYasJSeGRgEysij5eDjLq1JHIzrMX1MtpRWSW0P9CnJnoDwT010V4+tb4MtqGOMsZAr01Qoep92FKeBWA6vQTYguIlQjpbVyuwCm7LDFYlpg19EgUuKAKyhud1LoDS6aVzoiCUyX7PFo28U5DTfmp7FwFV4bs8wcpyb4rFOoq5BWgoDiqjD7aeu71t7OfBTa8GlDOwldIsZIkcLXvxedfqLS7reMWPKzzAOHpJ5VTfUtHAFn5FB5zfJICC831B48rTKPw8y742pZZ2B73SPVp7P16pnpPguvLcaZAChptAGZvBE8N3PwZId+9PWn+aOL6PRYRFWHRXl0zp7pbFGouD5WIiZHddsAYx0iy1v6zxJ1Dyd2mSO2hy/Uwmr7v4rgCrr2epIqACfEXTlF7bnsEsCDnSXgUuBAzoHhL6hsv+gChwAT8pJKwj9fZwwrr1RBqRFhh5ONbAABrmc2WDPCJjctzAj7TyNhX4KSRqBXt5of2DPpOVqGDZwcX3i1WMY6SUp6XvPj6Z17LCJS45rnsxr9Y9BSIxPwR0VeFJNFGg07r9vbZhBWB5vmk/Oe5igYT5J89qrbFZNRbTEjj6jbXLBaoVULHNOn425E0tBcfJBr0SXXWeoMAvUxxKZud54Ts97km9Eh6Mw0294o73fNpeE5l4AH7lRy/TT6TwuavBIjN5Vs+dB6mmffTNhqdBrP2maxeyCOiBE8ya0J7luYbO38sQDur6cq22M7qd+kKotM01/P7dhR5kQnDyGdrRJ0ybBdSjND4yjM6LNEeKAeFwzD0myyDhgl4EfnaFBLeLMGNBTKdtylbJpL1rowzDSutp81qRCybtU6o7C/zVmoeVxkP7E80Fsj0Q8Ek0OG4AbHRfSJtljNT94nywcHmRh51Phf4a6OD0FaHsTxLMbtlI+/Vk/yLtCnyiykNS/pxWSXHROhVUlp4AtW4hvy/ANpSp7RSwUh4lb2ibIG0J/Kr5V8D8Uu+ACRxWQKNtGxmlig4q/j15ZtiOMXdLC6JgX1Zl6k8K8CrXIICk9GWf6jigW5UR91ZY2rsodVgpEi2R+obR7se9Pn6l61x9PvCBD7Rj2OXfG9/4Rn//4MEDvPvd78aXfdmX4Uu+5Evwjne8A88//3wo41Of+hTe/va34xWveAW+/Mu/HD/1Uz+Fy+UxYxHTE65qoNlaENwKYU9L/00nSD3PZ0nxFAh0oeU+VXGVTRMVsoaTJ6Aw3rDuRh0halCEtboxXMtPk0EthuETxtQO7zt/t8VvC1C55mdnnVnoh0AS9j+1lQxvQofgD1eQ5Ke2Wcda/gGYLBcXdCoIkYSwADe1Vw29deWGbdbJpnWp8OO4ilarAB/W04AodLXvSUiq+9PrEbpbbgPzJWHtYC97YUIdgEcLmvQdSmcdGyn3Gs9kcMxjp3V7+3Wu6DxRgEj1OB1TvVP5iUbXnqkO58dy1a2rcykAfeqvgus1K64BVGnWG+WJWP1WDbbZsOAhczzRQRWnwEMFM091r4NeIqveB/KFbublgQr8m56rtm91vGvlZAG1fl62JfV1X/d1+OhHPzoKOI0i3vve9+KP/uiP8Pu///t4+umn8Z73vAff933fhz/7sz8DAOz7jre//e145pln8Od//uf413/9V/zQD/0Qbm5u8KEPfejlNmUSEK4BmMWJVwZxab4OLai06D8WKVqqA5+JEF0wtU8CCfHVicQAniCwk+CeLCFOUKZRoaJ15veWyoQA5UJTXdIy943CXOtl2+RzypMAbLICVcghpbkCmgA8rLvd7jv67OC8D+Hr60pCT064cIlhGfn9dHxRALLg55UnPGbG2y1gE8aIQFURhRZpqP77VB/Lcdd22lvH3zWoZ9qvpY+A4HLthkmKgBHbJryka6gq/Kc5IH+H5qT3mY+8PTld4ovJw6DtYL0KsFou0mcel1BHD5Dw90KsNL9L5oXkply6uq71/eivqBylyM3stoYheoKYV9zjPBIpWL6y/lnY7n5MEnmsimuPa1LW3b/VLGxL8L6XNle383AFNoB7DA0B/x0gdTqd8Mwzz0y/f/azn8Vv/uZv4nd/93fx7d/+7QCA3/qt38LXfu3X4i/+4i/wlre8BX/8x3+Mv/3bv8VHP/pRvOY1r8E3fuM34hd+4RfwMz/zM/jABz6Ae/fuTeW+1KMTYmglJTBYkUHzgAG/GM1cY1Ah4hPY0FxwyuRJE1I3xWodgvUGRtYJL0LD84mPeHl2G67UkWhjnclHoitl5UeZTCdYFjzyaSXuxVm6Avldx0EAhJFGE4AVqb92t9yT41zFcgbqpV1hvUnEnp7SrHRZWcIT2Eu/AnCokFba1gRMSj+hm+fTcceo47gZaYu0icpSUFbEBRMEEmmYBa/J71w3SspOoFEah+zu9bS5PnnnVqw0I6ebHvl9AvVrj4yd8ly25K/SBAgCOBSUTD6j5lktuoNdAAsASFt8/r9E/93SZn5gKEOsB1p28uIQ3GRs1Zp0MEluZ99aQM+MtslGkBowFDx6FOgiLAY/24+Kjq4Vu+vymlxLz8ty9wHA3//93+O1r30tvuqrvgrvete78KlPfQoA8IlPfALn8xnf+Z3f6Wnf+MY34iu/8ivx8Y9/HADw8Y9/HF//9V+P17zmNZ7mbW97G1544QX8zd/8zdU6Hz58iBdeeCH8A+A3lzaTs5/dlzREtYx84nMhmWjef2d5zIcC39iqrp6s5eqjWl5JjAFhVK2D6ZefQABY9oN/sw66pwIjHjGPf6oAlE+t14Vi5hCZr/nfajF0EtrSD48c7N95rFQoQ91gvV8EqNv/acf+Pz/A5bUP299P9itaCFwLwRbcmr2/qpioK0Pb74oCAUbLEVdb8N8zXxK4+hm0dQX39I7f/VNdnukzt1+FXTh4Vdui5ahVJIqBuy9lnLT83I9HzQ3/LKP+8F0X62XsVwqEPpmnl/RjexbSb6xvDoBq876Fgfv3/hskaebdYO0kui4B6gpouVLLNCszrJgDn7qh6SJUsFYeNaW5zBe6FIvZJFNUBqjnpgFS8Zt3Wx0lWNrDRRnre9TzskDqzW9+M377t38bH/nIR/Abv/Eb+Kd/+id827d9Gz73uc/hueeew7179/CqV70q5HnNa16D5557DgDw3HPPBYDie7679vzSL/0Snn76af/3ute9DkAjwH6vtA27Mgn1DD26fxo4WM/XCxYB5X7eNFmdufT7lsrI4GXjXxDgK8ZAFPSTO04tK0TBG9xc3COzAB4FL05CBZQgPBbpRkFXh2j0I1ldPmH0s/ctH7Lqh1ZmLVfqt62B1OWVhtd85b/j27/m7/DWr/4H/Jev+Bwurzxw3KQxNem/9HMSpH18/Mp2Aab86QJbwQszSKtrg/nzeo3zAvmKk1jqyvyn7Q68g5RGPQLyPeRL4xXqkujVMBcspj3ypnSla/47SRxVYgIIqSWn/VqMHcf86kNQF2CfeDuNi5+Nhzh/CE7B1Z7LuAKMS3d/fig3lIcV4BIwAHFcZyDuoe9ULvo/1FjHAGeAd6W1/o6Du4PVn+VCGv/Sr5j39vF3l8VX+r94Xpa773u+53v872/4hm/Am9/8Zrz+9a/H7/3e7+HJJ598OUW9rOf9738/3ve+9/n3F154Aa973eumXfmTb1XMWp4yESbYwqJRgPIrPDg4SXu2AxMYBJNWBs8SA7cJY4PXTDfDIbpvtDwdYP59IEwiAOE4Hq9CzPhpUmv/OFEY0egFIDDiY2lCqc3uHoBMNsO4iA3jt+lk8F7GcWM4njzwv375/4Mf/rI/wwM74f/c/zf8X//2SthnqZ30fH2cWG5wtfEfF4UxfstrkUXbqyDAT5Px7xkIdO726e/9u46Bgk8SxlpHEEYsz1LezJMFEUyZFqPNS8tD0qrbUX/L1tMUro6Rj+6hybpJwtu0XRJ55uyR85M2OjZKp1xnop+2m9bRUWP/cl6Tv7H6W+rwNuV3fPI8EtnU9mb2tZ5DUUDKSPnd4gHn29ij5Sd7oAw+yOtTBb5fChUo+UCEFNylN5wz0nq/6QcCXGwoFwBsK9huLbocX+J5WZZUfl71qlfha77ma/AP//APeOaZZ3B7e4vPfOYzIc3zzz/va1jPPPPMFO3H76t1Lj7379/HU089Ff7xcU1DJneO+W/aaQknNbt2yCNBSnQ35fJC6Crfi0AChiDy8ktq4zYEhm2G/X4Ld977UUTeJxE0xUb9ITJPAIp5LE1WNc2BJiTCvhM+KthEsAQftwrIpMmForRtBNBj5PErqJVBtd0YE0z3suikZL9f3O/h83YPZzvhsBJoP7VP297fM2rTx1XdEDIRgTGezJM34TaXs7RPxsNS+12TFT6ZNOcS82WrZ/ldgknYZy1T++LvSywjkMzW7ycLXJ5Vn/gcogCqV0HD772cGj/znBoJ0dY103jp+0mIp3k5BK55JWUFCEpH/p3LF7kxKRX6T7Ol8l1ZMnjUHmVG8Lio4pvmabbC6CWwHq18bOZbdvLccveg86/czSdr5Hy/34yxoXLBea7jUKyDFpWP/1FrUvr8x3/8B/7xH/8RX/EVX4Fv+qZvws3NDT72sY/5+09+8pP41Kc+hWeffRYA8Oyzz+Kv//qv8elPf9rT/Mmf/AmeeuopvOlNb/rva4QQB9YW3usZ2F60tqO5D5quX/mgnxDdg2li1Fu4PzW4YKTe4GPtjGYbYDeY1whKrGN/wvopx0PbAODuu3rBWLfZe3v4G5mgpnIFdB1kRUue3FyAM1B4yKhJIGYtXf+u+2gv3XvqZpwAjPkFfPXqDG+7LuAaUB8W3Lyw4U///mvw3/76B/Df/vp/x//9j6/H9v/eoD6Uw3BXggLjb9UA3eLr9QaFJltH/Tu3JwQBVtIkJs8Jnxyp7KAYcWxEkE7WVRZ8SpvbpFjwzwwOwocTkOW6Et18XBaCV9s98b7SMj3ZpbgC6fBIfXm7heV2FeE/pL7xu/9t/i+7MDXvVIf2BQI0wARG1KcmGkDY1YV68bMp23w32MnGPJcKXB7p3909ftwA+ysMl1ccOO4b7IZ91QbDlQZ1PWuf1dOk9Fy60wv8uCSfN8oDKTDj2vOy3H0/+ZM/ie/93u/F61//evzLv/wLfv7nfx7btuGd73wnnn76afzIj/wI3ve+9+FLv/RL8dRTT+HHf/zH8eyzz+Itb3kLAOC7vuu78KY3vQk/+IM/iF/+5V/Gc889h5/92Z/Fu9/9bty/f//lNAUAgjvAMAjFTWgAhhuwp5lcAmQcCPNhDIJr2l2TAYByKZN/WV063r4NwJ7eibWwiUAtF3mnTFNHvzhx8ybLrDnr+lV2ywRrBIiCESltbydSv/Tx9i/comEfkc5AjVwU0NT2ahSR1sV/2xcKjufu47P/fg+wgu3FgtOLMqFZbY301Mg8WqkupLJAYrtLSpOBukiZyZWnLulc/DVXUh57df0Gl6Jq0vIu88dUNtur45zbv+IBefyUDU2HkXdyjZImwv+hD/Kwf3TBlqOXvVCUMg3CGKV+TGMsdKCbj/WGJ82RQL8koCfjRn/X+ZGaGfqPQUs/zLgDSlOAewE8TcIrtcB7DXHQ8xnspgV/HDaCGSbXPxvTFWN3HVIZWIwbj0TKQUfenzwHBQgf53lZIPXP//zPeOc734l/+7d/w6tf/Wq89a1vxV/8xV/g1a9+NQDgV37lV1BrxTve8Q48fPgQb3vb2/Drv/7rnn/bNvzhH/4hfuzHfgzPPvssXvnKV+KHf/iH8cEPfvDlNMOf42ZxzIy1QWWElyM6N6RBfgeClpCfoC0ZxvlXzKoTO220NWFeHxsNbLiN0q7s4xj9PNHdtZTbjtHuvH6hVksGKM07LfavQEyF8oHAkJM7sIx0sJFuBQBedgdWFTCB4QksXVjzROebz1XYZn7HTrkMl6ZbcLr+JG3RvV8OqgIA6rrwMVQ6lpguaIgL4NfvAIZbUQAOkt0Vq5UQxqhPwcAADyHWtZxR6KD1ihecxqS9KGqhHuUb0lL7b6l/nGPaXtXC0xqHa+vCB0tLP/HtajF/xeNh7BaFT2CmbbUZV9UqI5kNGIqK9lFpQr5A/F2BvLWFLj+D3TPg3tHSnCtwBvpRs6OfFd11ObwFrjBbadZYXwJRb8fRvT9ujbuwHJ+2yTYR9l0spbIP/mW/NTQ9uBAfc02qmFmm+X/654UXXsDTTz+N/+WnPoSb7QlsDwfq1wtGBAvS5EnPKkrPH81j6T0FqTJ/hZ+v1ZijhMnooCFusOCzt8TI+UnMmxfL8yQMgKhCQ94fC02G1sXSvZI0Y79vKWvMwHD7Sd9daKQ9GnkzaNb4vWwNlCnjmB+daGpFln5ScxCypIeAaTgPr6Q0KtwxC+jpt2uPptX1zSxYlZ4LQTlZSAqQiSeD9rpoS36GUJGkhhi8EjLI7yqdkxJlJ8N+D7CbplDUh0A9l8ijrLegu6j6qd9do8+bRCfQybyuaZU2rKMAOolaeHnqU+rzUtlLY+XkLgs69gRZuQheBk3fx/K438DJbg6cvuSM082OfS84/8c94FybZ6ffKwUAx5MH8MSOshns8yfUF+uQCSy/uxHrbRmnoHf39fagydHa1/p4crnKLsqrDMDTnAdQBGI0oG2/PMAnfu9n8dnPfjbEGeTnbp/d14UDiekWTQ6J1c8esaLWSfC9L5hpCXIdgygUrG/qc7cizIEq+8urTLywb6XXO2npGP3RBUzX7BbCQ/PqAajA+Hul4Xv3crlZAKrZvxK0KuzVEmK7+rpVcGdRSHIsstBWwC9pTUna4FaY+ON9jU9dkF2QKK+48tDrWwkaBZfsLg00QATIyS2b6ZWE/tKVluqfQrWFZuRrrvM9Ckh1fUErNQBIFxxefRKwcg3juAfs/+WAPbkDDypOto2jx7Stq/YwiVjvfL+0FLXtqohMipxMEh9YKSf1c3Ijap+1ah076YT1ASz6vUgRnF9sO7N3kLebA+X+jtNNG4hj31q0X0G3uPu9UgagGu694oybmx2fv1SULzQg85MruMZ9TtaMwU9SofI43OH9VHTO99616UqaPk4agq4KAm/w1WWJl3ruNEhtt11pS0LHBWL/zTV4ASiA4CIFLgDikWsV+rUIk/F91nixAEYbzLhqkwpRHq3vpzSo1SD51FXFOfgoIeXvFXgIGNmfrKCrbiPRoMNaD1/3SCKr3V2QNK9pUVVpvLASQluEtlnbtdoiJ+vD4rRZHVfD9oTvWWCXuXzNl5WRALoc72S56TMBotaxY2pPtvKC0M9KmPIy8y3ALbC1vl+AiCo9LCMrPr5Px/MNplBXaSQEmmXAr13z9nnMviwAQ4ErKxyepgDlKL4ONY1p4o/Jjah0QXqnAFUiTVAsHB4MIK4ppaJCe/rfl/OG/VJht1XoaCi1uHu0nCtuP38P59MB9HQOOJ22vvlfLR+xlFTBVWWQY17PfT7InWgxXb/4sG/s3U/tBApwA/TC5XztudMgVR8CVYRfjs5zIhwAulatv2ftSCexCQiEJ00Maovl6JoKo+846AJEWVgEX7wKAxXIZUxQYExqA8ZehqRV8uZMFXJuouPRgOXakE+iUa5/l0+32rqbvEgfGYbqQsYaffxiul3GhMXVQZdpbaXX46Heut5kKQS897Oe0S6SwyjLu6N70TjuddRx1dLMYLXiF45ncqkaj2nKgIP4e9BOuzCYQFDzasdzmisPry7XrKtF7tDOBHyhngVPlaOgXgzlhQp8rroWnz0MWTmc1s0qxn43NOusMthI55BaVwoIybXq4Kmgo/3LsiDTQoubZMgAKNS+valQOEshBIVQmNDf+lz+XMVxr8DuV1xONAtHIyh7+L0+KMDDk3htigMVTFyoyq98rz9dcUerZc52+twqA/yObQSG8YgkTf9FAVJA3K8CCGBhTLiw9rNiOpmoOslUYE4CSCcZj1kSDc6tnYWAD+WrkJf6PKLpmNulbc5rOWE9KYFpPQYTrQRYdgF6EmFCnfhqobF/ytO5DLVwGeySrQcHYV9glb4IEOmdRpl2KzotrSTVrpnfYpuyG8/7myew1LVa2wn1XntyvQmA6DKa0LMMi+CaGyxbmU2IDMGp0W1eT2p7cBMr0ArNsjsIQFszkTZrRGWOxJwsHptp7kVngJK26qe3WUEEQhMBo9D1NH+UntM40mJT8Cvjt/begH5fm1pXLDz0S8as7kB5WHAcwHGvxv5xfAlEB9w6866q0nYwjTT9IuV1bxO/Z3eg8wDljA2auRxOdA3fe7kaoPNSz50GKRVoaomUHU1j7UxCF9q0vrQQNsHFRcKKZaIuNJZRgAZUIqy9rNXkgeRHCkDo9erlipqV/QlWBAaTTMEQIoyVTlfTEFhUOCQG08NNteyyAlSZ0FwzDC4+pYcKkiz4WDfLPyINtQ1hErNccQO7Jij51A2YrdpJg05gHdqoaR4l2FIfp0eAR8tXMKHG7gqT0C5bZ3ncvb9HLpM0VIZoRHf3GAr8aP+ex3rEWLNuxnlxY56UJe8FYJJmBDcZvxPcJHJ3cvEmkAv9Jc30tzQnJ5foNfBb0tNCW9SqauWXYSWi9ycRpUg/Ag2sgY8HORTAeBGiABSshLWn1OVYlyoyXNPvywlsZ1gLVNkjfM9LZl2ZFRlSL83lVw/DUZtVzTk4KXlXnjsNUi5MqLVQyEivVlFPDjz6HSN/cM9h5PX1jdsSTXSxfq4JLWh6yGDL7+7We0Reai36myXhOhIiCNOrVlQWsJ2eQQtT7Sm1ka47pzXG9yBISnLRCNNngRHWAkQZyZp3ORBOOg/AtgAJBqt4t8uCLomOHUttxQAAIABJREFUyheqqOS0k/Wj5UPqCRZdlkazgPZ+aZ3aP7owbXxftjUBq6dFfO807ADW2twyNbqumXwIqCGs6VIMih3bndy1nENhXmca9HYGt7eWeSVvBv1sBa7mxTSfShyb+D4CfSik33KLLvh1XmUFjG1yhSn3k/1nEbSaOkAVKd/lkYyFnu8ZZFB3p2r0XcvT29aj+46tF9fTUPHktTdqWdW9beZlOdtuU6zA4zx3GqSyJcHBDcKCg0zzUicyMDOtCvRD0tQ+USlYUMJaUXZx5DZMHhpl1gxKkndlmVRxvS1dSrnM1K687qByMlhp/A6MfUwL4QyIEOV40K2n4eUZnETYsG3ZZadus1BWHvdrAkY+FWCDpYOZxkETL4gCVfMs8q3KzIv0ARizuYw4vitAnNLntqwEgAJmtmKZR8ej08go9BaCPPAOYhoFN8PosFsTCyvyWiBT+PsaHybQmNZUUvt0jCcLKpdZxlgZpTAL7AW4RVrS674mGnmMFae+5edKP9kG9UA4KAlA6bgEy1S9RVlWlDH2eryRVYTrORy0RE4WjHrLMa5B4ub8o5/dt98rOPZrnY7P3QYpICzWmSycL91aaVJMflIyVh44dZMZJGFKhwhGWSvMjOLlAcENFrTKKxNZ9yi4wF0Azyqv1uvtFtOejO39SVqfa5OPEgC9jhA4YJEOARgFsFRAR2E+tzcIsWzxMO9ijWmpOaf1vWCFqgaIODk9rfKJuMhyX0N9AtwTyKkiteBJ7evItGh7Kt+kH0ERk6Jc4PDHgnCfEevKVs/SxdbpQSuslV1iOgrZPJ7sc3a9ajr5Plk/+vcVgFqBvyGlmxQJS/lmRSM/qvxBimT2CY9kvrEdVLbVbehKVG9SdpPyU5URuvU4x3gMWVBeBJD81AsZh3DIgIIk29o38frFiAUoZjhu0MLQ/0fdzPuf6dH9UL6ukLUYPgv3nj8q0EQYcjL7HihrA8t9WQDEHF5PtgmUOpM6k/F7nqAEqisMl62tyRrDeKcTd9psJ+9ca2I9nZGzplUg6VRQiVANrgv2O/1eEOnuciAJzmtArW3SNScd/9Vp1jnKMpehoDOIk/rV+xQEmCTw3yvGyQJJQGYAzZZayAMM5Uk/F7w8fea0CyAM9Zm0TQVqAvtgefuL1KYF/7b+63UXrbB2q3Zql4xlDuzh+8mdiUg3f0rsk5efaY75t2VZqW3591UeeiSKryHI66yk5LYVG6eBZLCTStVdO+RUkbS9nVS8RrGepnCbSEFQFoKCWkY7XGk2jPv6ep8VzMgrx1ZQXrxCp/TcbZAiATEGdKUpZ4spC04vry98lkvksrZnIx0Cm4S8Roe1PPC9Kircjjqi7LClAfUKEYCK5fvrl5qMUs6EXQIsntVG+1TDzpaC0nvlhqga7GExL9vqFtuiuctAhYXLRgMkwtiqq3eh5SsP8ARoKgtBy1QlIJVxzVJYatvpM7TDUj2PehLPGhpg2bU0+bcFDTXJqv5MsxWfHVUwcKUoKaAu2jistyFth8eizHMYQmcVypxfBE5aryslIIPt3K2QfmWZTRZ4otWkmKbKgk6jckNB/FqTFMQDOBtQ2l4p3iReDoxDqjk+0gZVqkknHhKtZasiElz0q/FlmQb4SRMFOPpV8TxXtRw2bT+59txpkApPidpdMzdjEtUcxo+efVzVYTaAioNiZdx5JIM9WQLCaKqNmgyeN7lPmElDPxBcR2Qw+oRXh3sunxWnJ43Gy89PFnoLLTr8bSOAIWuEYWx4T1NQDq6084qAcLegKgiLMQ1WUlJYrALHTbunp1qZBA3zZZdV7vuqn5I8lqu8k3lTv1wRAKsuhvQrMErAOAFFylN6v4pWkmjCMopkysO1rDv/pmCd50VJIfcT4RG+DzrbSJLrQh7P3GDp47VXj+rTI/I8CrgGWMOtuMA7fU6VS4fziobAzk/KdI2vrfYNt9y/iQgurnCShDdoVp6AWfAIHaO+sB/R4HsjPY/3u58uUdCi+7bibsDtbHhMb98dBykVVFm70XP5gBau2RNm37AXt7dd0jzlHICHZvK2ysxwLCvcn0JB2DUQgl85xsJjawuiIOVnsppCP3LAh9AilLP6noRTZCjRtpLwn9x3JYW6a3Tj4plcWxXRv5A1MaWBAJKvxa3cf1kQcDLqupUC3THCpZuGgkAzzyeFLi1zxHxLgZjB5lFrLakMrUflNbAAwZR+GrsVYKXHo8n655Q016P80n+fFIaVEC+D9PqbghbBamJ2URZoWU3JyjxObN9EYyTcy+3VEP2X6lf6XXmmABLcUOKcGh+NBvJD6X+79wCA+35tbJhFKo9/O5YzeKyiR9628xGPkw2FWaMFe7urBoitnu4Z2i7jhApeMjvJq9LfVcwy7Mpz50EKSEJ8JZxLO78NBSjnwUUFmHa213MJg51PWLi2xhT+7gMe9lwxvDMJfN3v5IxBAaGCXYR1rn8SRNeEk/ytWlLokgq5Hl46J0p9MITIuxXzKVjQzTFeJtAkiCVXzdJnjyGsJqGk61GLtunRO9lt3PIvhF9vy0T31MeJtitgS23OFuL0lLQPRzTj0Dm1Jmy9PynXmX9n4wkYGf+nL4txCdZWSh+Et42x0v5M9E2FxbFCWOMN1kh5xDikcpcKQFIUAcwu+iwXchtYTgbx9BRJp2HoDlRavJw0wfcAUG+LLzUwNH2SB+SRbSBkmA+l9dm3jDBZRbOQ+n4nHnFW9naT+elBW1tssq3/3cekgVNBPfe9UtfJEJ47DVJZKOVFV40AY7i4+1TzHg2IlgMM4RtWFOc2EHj8qJ++Ec6kHbB+vIkySXK3ebWSR7UNRv8FP70u1op1Qh4MmqoIgsn1WOS9AGloi4CE0ym9D+6kLPgs/k5LrKb9GCFdFtq5D/z5EYJy6fLtBUwuS2+vBSGay57KX/TbFnmm9qmpY/HUh8eawdIGXYsZlWB0TMFMOhDaIcmDMLf4dwYsz5IAjuDg4EtapfWUTOuifTsArlkp72r/vcp0+ow2JTT2EUoA0+kVKRNwlQXdpM/aNk8HAKU4aOgaUdAzAF9TYr5wvp8JTVUJUBlW+rw6Wl7fKhPGlMKw/VkvZVywyrI9yAMtlLygR+uN69/Vu9E+i4NTPVufS6XzQvvtODU34OM+dxqkXGCKIDpSqHCxzug8v02EIjf9cqEwnDVniAuIwnxhopgI9Kz1lTHQQZDJQn3QBqWebA7niDf9zQWAVx6bnNOvhLNbQSm0+hBwDBoeATzVHbThRwhppiWQBr+8gOVVy8gTjzTRBYR5rND89ccNUM8W9rmZRbp4+dfAUOsOAin2d23FiDB0YLK5b14xZlqm393iyW0L9Sr9opAofcPpUAgks65BJLCzAlf47ArfTXRhogR+/D2AYBl9m9y5qZlhvAkCoSExn7oLp6fMY5GtXpsYetQx8nYkIdAc8dSJ1B1RSglQMVE7vRzj1u/U1wY48Gg+DVcP7nvvpKHywNl0BJL3s8R28CRzl78cnx1t7Qroe6TgVpUXqwYEHu+52yC10qgXgiUI2ERwq4Z6jFOBWa4OvFs6ZYCHnQAcwNaFqa819TGpF6l7ASDBQhKgCOtd0r+rwlk1MmVWiYALTxIySqOle2UhpAkgDmwpNHiq10ZaZ2i2VdtTYsj40mq6El04hZWvhDwnOQbwejHX8gKTsPIiOf+SoAx5/HcBpjL3y8E+uzmFf2aLT+hwpR0TqOR0Om65vVq2uA0nvEx1KW0KQQyYFbY09lOZojCGtq/SrsY7t03eT33oaZZjo4+0N3g1ODYyX1vycW/WtA+SJFaArnBgC+uiR1mv5aZ5D8AtrwngmJ6/7YBbd5kUObBKeLLuXaHZAD11ogWddfjrV3Vsty2K79h6sMT28qwo4K6DFIDszgmafQadLNTPQCHSc1LoxBGfcJ5QfnvoZTAkw7ZNmT0LnDRp3ELSyUiBu1pruwJUuraVgTv4/DP9yvxZJJ8fBEshlstgXbae3OpaJICt0qyE9gqg1Hrzfmmo/ArQMOhSDP2G0v4zAbHEdMs+pr+X4MlCcz6LZQdAFL6wHLlJIdUbbzo4giwrJUPbFtx4bE/ujzRfhW5z7UgbJNNkXQlQ5frz3qdRyEwn/V0tKVU6l3n1b8O6rkwjp6dUrWOQ6lag1eGYFIY+L4drT840lHqipWYjr6FbVKVtV9E7uDR/pn2ab0tETjIDBeM4uXSSDvdLFj3eCWLRAUAOCutBE/u9AZj7vb6WVeDHKj3Oc7dBKglsOwH7Ez3yZ0e7oiEHPjBaj3JEDnddCk+PxsG4B8iA+jCW62XIjnBdrwhRaQqeClYUYhnc0hM02sVEVIE0aXvi8ltpi9Tmi2hiSwuLDVjUr9ZfAIGCORIwgwQW41ClLF2HY34NWIDUpf1WTdMkndJiJdBYhv7WNcsIqhGY1O1UchtzW3lYay9juc6l5gQFmbuSRp6lu+5KXwOgqaKWgn64jhKQvReq5Qa69TKdPUpkFWfR/Dtx9xF8FXAsAzoT5PxJ6Gpmd90l67GkBvN7njsTQEkHp3cpnRUR9P3K97KXoSB0maPKrPdnAYpeqRA2bMpObbM05kozlxUiI50GC9dgyNfneDHzKzvaGhWGHMg0u/LcaZBy91of5OMEXF7Rel5vC3BrqOhAdcQwcXXtqUbuE2Ghffr3haD1R8NEgSHMEkMFi6ILPd57dfVRDU6FjUYRyiScLDnM/ZyqsDlt0CK5HiX1+7Enqa3Wy4gaFkbUICdRSXXIGCz7QSYHllF53n6RZIZFYAJlrUYeLrT9afxqW9sK2igSTcvi97KgOwmery/XdgQBlL7ntMAAMpPKCYDaL7WIUrNmN9ajJcpyrxoFYPpZ65ywmGkWCoP+NI1JSstPA2YeSX0x/Y3lhsmJiY7BokrApnNl6YEQutiprZH6HOb6+IFm8fOAXvUWaBmJLs5jtQMVXY3Sjck1DwQvUD2PvwNQA1GBOeCnstdLk7/NvVeGUt7vEztOpQVTXGwplx713G2QqqOz5KHtYfHfj/tAeWAoGJFcAZxEwLjfGHHwgtAwSav+YYJFEsbL2dfzWRZCrKP/dm0/UBamHrUokYxuvrMLWftLE9y1vcXEDxq4aPg6h/PvwWrRAAgFhVxOqk81/WBZsP9yrxQOLMEtRLvR6tAnA1ECOtM/SNMu0Gzr5V2E0BmkkPq4cgMugK0dGVRggZCLti/Gq6jUsv5fFnB8VweQLa1zFWb6+6hM5kSyqnr+q6Aj4MX3bG5Gr4wF0/FQLE/7cJWvEhjl35B+65mdF5Vvr8whBTB37+llh+x7jXmD6w99eA7pj83zUPuuVlubH+a39aLv/SwHQsCQzsPVXVPev8OioZlozwNk23l97X2LAiwOWk4bAbrHee40SAXBgdbx7cU2ow7etdJDK4EoyAoQrA8+Swujg16R65HVmrJrebvFoAMTNMxt1O9RdQokGL+pH3w0dpQVhFYWmmLlWDVgL+FSRgqh5ZpG7+OR28f6tR2I79RdZGms8rN0PWp7MqBoG2pbV250HjN2qbGlyRl+L+nVNTABWrRoWb+bgMnK2BC6yLMCIyOAXKHXsl0GmPp1rINWijydAC657yZAWoFweiYNnX9rvlBnbHcsLLbV0jsDYrh76pM3Pc8PNs4LSo3OgkA1W4JMT+fVK5j2NFbje72uJLSJefqpDPmOtMD/Fpvu3ZYmKm2tNplim6E+LNgOAOdY3mo89fzOENXbQ8udnXmvVV8rC8CHXn8fJLr9YG1danvYra3zXP/qudMgVfZOIP8BbgWV84haofZgp6ElhMESIa+g4Osgva6r7fCBlPKylgRE/7LyvAumUWa2CsYLmYD8KZ/IzXwy76ILwlCtrCdAql/dFyp8M8BP7jqZlIeA8VWwwSjftSwpK7sb5wsKh5pnVwAh1Cfrg0EwsB3SJs/brbEgLFbAq5q5DlYRQLoGcKv8GWAygOgA5XGs1oVflvbaPtZho6+9Uz7uOdortwcLOqR+Tq6pUeX1fDntAkuCcrYCwtWcY/+ChRMrzdeLGCgPyuAbyhNtH4pskpW01u6jc+uf60wbXLkq5wEOXn6ROiCySOeGAwr71Y4d8n1SKu+EnsXg793dtydSdJo+KjJv8gxZs6SOrXQ3IIbCyvvcHqH06HOnQQqYNQPjwaEJjPw2yDC5Ef35MvkZkh6uOabGlAFukd9/65/ToGvbFoIory9NZQJBWOrJEL7ek9NXW7rfUDBpQgSb1VpPmBy8pZe/SbLgeZJygqkvgsOVguTOsPTpJ54zXBeLfDnPanwy8CLm1X6gWAT+Ba1a2xIIhT7asvzJFVnk95VkvwaKGS2EXsbILHTAgmRRmrmgb+kNYxFfsyyXqAIhrrf3moXs37NCo/NUy5n+GGWYha+ghYWyaLvWJXO9NaV4m9FBg+5GF7o1lSPDEZSz2v7Z1oGqW+MTyVaAkmSEu97IUgpQ/e9Ky0nceM5SKeCLfeRddVPQFIHq1MLKfbnDRnq16tqSS3cxdq8NachAisd97jRIOVEoKDcEi2dy5WkEy2oyFMQJBMSTITQiLUXDBE1fvufJFlyOizk9BQhg/r7Scvx32czswtXbMphYBW4IvMhPBlCMPNpmO7W01AT93UJmrcLys8UW+iB99zJ9ZqZ6xLW1stRyOd69BZj5JZdaZ68jjkECprxmgCsAxXw1fQ/tYWewfop01Ns+ACm86+/pEvT1KwVRegC41lZa0AkFfbbMR1tlANVtuOhuyL8SxApOOlf7bwuW8OQB0FTYaxlXeHqyqvOQWep3EvgTX6v1WvrBr1zLDHzeClLFerpefQK+0oIrJgKMTy8+zUe/uJD0V7nUv1Phq/3OqXoZfLiKBGTgVOlBan4ahQE8x29s8O3/bhfCYfHcaZCCDKYzTnJzgUxkgzhBQVWhlCaOByd068MZsmAJUIAMDhBN9TQpfONmetRdtppUk2WA0Xad3LaN/QhjMtlo79Ev5NMjV7R9KihWTxIurK8u7q1Zli+gOEAHQQMOfQ1gIf0QxUDbwzasQH+a++pmzeHgqQ3B4mNbVlKzCDCl+qc8GcCW2gIbmCY2Qcn/RkLfjAxCh3wMdQVAN9VFCS7zRYqcFDrRNMI6TGr+0l14ha+nvmq3wx+SNc87ee9CONUdALP/TVbwzJkGi3k5ypUw8lMXzieTkyTKWIMy2fC7t/m4VPRclpVIQ/bXUj+UtqvyCFAa1EBFv/8+ooELwj4pmVt6Fchy32dfm+JV8tYtyv0+Huu52yAF+MDRMpisExVUIlzclQcsrziYlFEBpjzRVu4Dus9MGQWjbRSg1FQeNSHZT38IcGldJuSzAlQBqoJ4s+phY5JcAcRMDwXz8G4H6sMS18amAqR9iRZRQMc6SZvYxy4ILdI3bPZNZYYuZeDw/D2VXvW+aNejzthbvsvgQzelg3MXXCsQm8aiddrCeGUpLVqYCqg8Oa6MdVRAFnliU+LPxYCuANGi0q6HuXINjK61a/WqRIzzNLYmDYGqFISDW9keXwdiptW85O8KUJpWBH8LMbcefGWer924gLFmpO1g9UfBQcurvw+yJ3mFJtqS5nkdXuvQ+b9SGCCA0w8uCMof5YssF/gJFOgRfh3gRgBbaTdDPGq7jTx3GqT2+8CmwiNxqpritHDUGgIisR3AZOEwCMoOZvxtsp7k95XAtjToTKeMt3JRrdx74WQCMpcCACdEWTCDCg7SqWLcJVPmtmu+1aM+6dYAaQsDRlYgl4V8EgD+m6fvAJLXATCPS+irlpN5ZjEpRyb5vUimPOO9DSW4CUO7F+BUivwGoKyuhdDHknBVq89CQwYN9fw0/r70w6Ktk2SFZeWXzlmVJGFx4ko9CyUsANoVoPJXHWR8PvR8BHrNrt3QQjK/6l4hz6h8thqaxDsKet6fo8BgHqRRjtKijg9MjYxW+qBL8faV2I7cSQEk9Qyt5nNW3llOGHL+uwB2wzUm84OhDRi3DROY5axHXiHf5Gdxb07dx+HSL/XcaZBSAGk/yLtuaagFkF151gm6328MtD2QwSTzi6A6Tr0MnlfF+lbRKknbsMRwWcNcrp8oA+Z3EIATqwqJJsEdKn33emtbcQj7McR94N0RgL4qs9Ikzq42laETLRwApI8ycS0J72mfhZab3H9LOdnBIbh/c78yqIaBu1L3Sl11hWEAVSlwi63UAVa1E3gKsQbGNfRH7QZT8YAIowvIqGwUGUNF2kW7VXhbA9qQpkstD6K48rhQDLzbAbRXNuVnVQxI0N9C4elPi7877+ai2adcrZy16YlFwPp87XKiXjA/GUhF1oQKj376jQF6Krlpsg4wDiqd5rzjDjK+q/msvw9w7J86Jqt5ZgiBV9hGxL3rG3T7GbCJwl/PiGu0x9jc712rJbgRGx0M2/kRzCTP3QapSyeeDIyVQaSgqWTm6Yy73wD7k/2G1lvxDUs+rh9VlpOEmTPJo9pK/y5mgFo9QYsJglLaxT5LlJvXtw+pSyYfbbER4NE3/XmIcqZXEjrZGgxpMUBTT5TwRwIKuLt+soiSK3P0t3iFqiHqmKrQWZI2A06SXMFXnwVNSNDTLCLO5jrnlhCgSm9DqYZaD5QClA5QpRhqAmbrYHQcBrMCOwoO650yaxfWoSsdWcOZwCECru/xCX5spDFMjJ8BHWGYZrDKAC/8RkBZjttLza1HpWP5CnJUZLR/su1BgascUv4KPBd1c65bQTv1nMcdHRLVdmB9l6LSz4FJxtAQraISv4e5of0mgPXfgsxKc/Q4tfv3yt5Cx8PYSvBYQUtX6QbU5RBRInkIbVMCmjw6TgW4fQQ95bnbICUBEcAAKAAjpLoznXo/1Kqq57YBmAy00vR0347+zjZYTpfa6Cdj9PaEOb8KrRUAOHgkf6rXZU+2MLos0Dt4QADq+czVp96n/t7dCmmiept0TauiWV8EHck7rfUtQMS1twSCnk/pUTANTMALbVMgRvx7KkfHQibgtVDzUZZF+jyOQtitqFIbkTJAbVsGqjZKVdp7WBvV46jY99oA5SiwYyzIcmwLSghCmUBCBVSIYC0LcOZnCUL90TRa02AKabfxEcAm0TXjYUibQTHN+yyMKaQn9yIWn2HexJ9DF5WvO5/7fOFlgox883kXhwUL0nvxum7F/uVGGGaA4m+arCBuOenfbcO0VkSZ6kDD8ZI5ytMmCKBU6sM9Vumpu+GyXettfO40SPFR83ZaWAQGQ/Q/FUzqGbKICZmQ/TMJVv9OBtOF/QXzOMMqSEo56u5SZrX0Xt1SYV1GNJexeXkMftB+MNrtLh2dLLInLC+7TP78fbTLrSPtX3J1Bu1a6Yv0u7Z7IfzzJuUJLK4IzJdYUgn7QpYaZnDyr9s+R/NZ3xtjzXKqA5hKP5Wg1AOn04HaLSuC0lYPlGLYRAnZjwKz0m9YMOx7I/KBAzgqrHQbqne2nTGaBmcFqj0d19Ocf66B7zWh/phg7ecxqCA3pGCQ60MavqtgTs1e7QVyXlBBzve04h/Rl+ln5XXAFaUCRKWO1QtA+W/9jiljoFPBYNieNgBZWpJYNTCwqdAmgKLSREPD5RQJd/Mf8ZN1171v1t8RIolZJtNQIW/107uTibl+7jZIZY0FXQBLIMNKmAWPhbUBuSY0HQD6z1koqxuP70O9GoGn4JZAKXxqO13Y25THLz5TAYsr4ILUR9WwBHjUolo+Cshapmp4WbpQRurvfLdwOwRgFZo8EmjYh9RNFEzW5lV1Nb+nEuK/r1ATcfy8X13KCkC1fxiWUjVs24FtO1A7QBGYCFK1uN2LrTaQOu+G42DDOlCZoRSN+qP7D9O4jz5ysPmnDUsqK2srV90jnuX6VHqCBZOblb6H9stcim0cmUr+DRhKLIFE5iKAGC23qDcPf3CbKY+zrAmM5nKX7rlFXf6OdRiC5Z/3h05zWPp2bX+nJbrmwAYdLyulR+51unZr6rjpbbvA79RjG3laRQugAGreAnHludMgFYQyB5kb1VbRaUzXNYYijLQ8l67kgUHQCIChRazcdgCCWwEYSlIGqOAS1PqKRVAQkPD+y6RrTbfgy/a+UlNMNHEmfwQgTC6R9N79z2mCLC2TDBKrepNws0WdnibTPgtGZRQVQLkPuQ5vi43vq75YAsKXAqjaLKfaQere6eLAtBXDqR642XZs5YBZwe2xtcCIYv1zw2Xv7r/af6sGmKHUMqI02SmlBfuwEPwTQGm2x9R6WeUkKL3eMqULe3hW9QnYca4vFSlNk37TfvgtzEmpmxTQVHewYlIdBngAgW7EDWCZAdbnvmF5PFMuI7lYXYHWpQ3tZ4Fv+A1gLFWw7Wpd+S29XS4qGJNudbdw6SHXofMeK+tRw83iaqegB1B/jOdOg1RmGDdJIXKp/06mPjbguNfe1TP6ZV5YahZXLTF1CwDhnD4HJRXSkDIsMUiP0GtW0Ri2g1fbq3ndy+NmOD8frN8/w3pLT3htsoZJCWGwa1xT4Hus8iZcpzVNfVzpt4DrtIqN+JsV9BNjEcO5M8DIuC/3U2HQwyiEtW2GeU9ULiOvPwVlgSqn/L7ZyCMuPpQGUHVrAHU67TjVA/dvLnjidMHNtuOmtt9OZce9bcepM/iD/YTb44TDWqDEzbbhxfMNAOCym7v+7CiNLStge/G9QIN2wnwLMOLp6+t3CJJuta6k5eo8AjCdfRnmVsw69ASd19AXi7mZ3FDMl9eSw9gn0HDL5Gg0dH6Q+rK14XWhtYGfbKMrzDk950qf+0cx1EvaAF2EbilYYgJjKTd4kqTfIZihz2fehK3XGKEgHGVUOm3qpZ1qbkUa6bKrtbFe4K5DXUIph7WtEKX9fWwF5YshcMItBGAwXf+7HoOheMApB6qeRQvJA7kQ5Dq4kwVEhu0A6I/IXp0Yqq0ToNQSGPfHiHCEMGv38zbQKCNESJmUDKwTaCIefDPxALY5sdMkhJRY1agpAAAgAElEQVRG2hFgqYk7Y9PCdJpZKLTJwwhOdmI+mQQ1Zvf+lnk8lq4h0QBd2EqepZWWnwy6+jfLzG3h10JLagDUzbbjyXvn/4+894vVLanqRX81v2+tvZvGvbH7SndOhNyHk4gd6Rjxgf2KSIe0iQlN4gMBHniR2xKFhBjuJSZijhBMJCaKGmPUxHBJePBBDEFCoibSCraHpANXXpsb6G5PPPTubnrvtb45x32o+o36jVH1rb2bc8113TOTtb7vm7Nm/Rk1avzGGDWqCq86Occ9+3PsSwWo02XFPbtzXGkxz+e2YCkb9ltl9LO1Mtlht2Btjd84T7WY785uVCxYnyMKy/T3rJ0tQbCMZtdEeLpVX+TolPwJYT/T98Z0/psAFAI/OjBZale33ORsMQU09iW9GkDcmVwVLRkrWQbpmM9g2tPK2BU+zPQJAUuk+cxLhJiuzNqfALsQjHM7pa7ufqScaMdv2L6uf9pOCpYz6xvmliZf09wxrahuABg2kSkXXXeZbH594hOfQCkFv/Irv+L3bt26hccffxz3338/Xv3qV+Oxxx7Ds88+G957+umn8eijj+JVr3oVXvva1+LDH/4wDofZQoS7u4KmpdqwCg0K72bKLjoPJYwUXHG81/alU4FLi0b/skDNJrbXTd9p5VSzvWupy6Ev+OsMV/pAANtSets4YK3Eky8NoY0A3DSfzfOQBg7MrG+iL9OwfrZYWyFfC9r2klYsFp0gDnkrXfdo1qLQVhQCpuWmnYnExy/VAFOfqmLhX6TNve2GIUjCC28vJzffUgz7/YaTkwNO9wcHqHv3Z7i6O8er9ue4fnILD1y5iR+9+t/xuqv/hv905Xv4kdMX8ZqTl3Hv7gyny6FaWMuGK7tqge13a3UT7qLkIjB2qy61/05XGjsAACu932dKgYI+b22Ix1wIL2pVnHQcC8kVP3WbJWEdvAkW70fFwqbKnLYntDFfDSDXq4bD9bV7QzKINHmzrC16eE2ZmgDHsbJSP6hSO3VP5+4lPegWRJRNAQAt0p0AuTuzoDRze6StARXQIgD5nq65KtU1uKxxvBzdmWZy/cCW1Ne+9jX84R/+IR5++OFw/4Mf/CD+6q/+Cp/73Odw/fp1/NIv/RLe8Y534O///u8BAOu64tFHH8WDDz6Ir3zlK/jud7+L97znPTg5OcFv/uZvvqI6LAd4h3mUibil/BLilwWA7hBBzUM0AX9NjouvhYgwFU1B3V6Z+IMVJoI9uyfUCnGNjKu3/cCklnZDXW+jWuRaCyk5Xz5XDU81zkXK4rt8X12bGfilzqSXNfqy8Kkf/NjATIOOW6vY3uqhbRDasT1KKwEcb34rZ7rwN5etdcwgxHxmFpODWQe1IvTSIIn9suF0v+Lq/lABan+Ofdlwz+4c952+hP/l5AVc372Me5fbOLcdXtqu4OpyL/5bMby8Vhff1kJ3V1uwKzXQYt3MAzIMAErx3SuMikvitan1pO3FPM3gRmY6VYJ8TM20oETCDBKpzDBfIsL1KCCxfL0v6wbDJ2RsqbBe+/vB5U5eMlRLaL/Byq62QwIYqhJcYh7ejnG7KABVkdO9L5U2Wj6/Cq2GOXUJ9gruw5nbcOsgRgA73Ausp8Dp80DYt69QzlQaFrr4ZOxaie5D7npuC7CgbpPkB27exfUDWVIvvvgi3vWud+GP/uiP8MM//MN+//nnn8cf//Ef47d/+7fxlre8BW9605vwJ3/yJ/jKV76Cf/iHfwAA/PVf/zW++c1v4s///M/xkz/5k3j729+O3/iN38Dv/d7v4ezsLp2U7dKNDV14TRh34cSiTP5pZ2kUy4DwTfBte/jc0XaC7ocVAApzIw3QXDgquDG9aolHBGfdBqUmDoBKBlWLCZMBK4ys4zO4ybSeM45Q/7yCE9u4M19jMVhaRegg9MqgECxQDhhOyrbNTgfAU/qhtzXwfgBWi+VOaW5xlWUA4wsASl03baSrm48RfPvdhpNmCZ3uDjhdDljKhnt2Z7hv/xLu272E+3cv4sH99/Cf9v8d9+9exPXdy7i+fxn37M5xz66C2gKrf6WHri8a2i71HA8IzCjQaBlMoPSpc1HpvRmw6DueVseWvlcQ85goL271TLLmD+W3Eqw3YXzeG9wcvV7FmmUgfMj6UyiXFdi9tGD3vX393aYRQGAWgHKLCfDxGjwfjcfduvN5HFQ3G3+vXDKTgBOTT/SxEeRF6bLSjf7z9ndAAGfjwbHW3bSkybLCgyCCErG1s6MkyGPbI6y9KtaODFpmA3C8fiCQevzxx/Hoo4/irW99a7j/5JNP4vz8PNx/wxvegNe//vV44oknAABPPPEE3vjGN+KBBx7wNI888ghu3ryJb3zjG9Pybt++jZs3b4Y/oBN+xrzUDhzRZwPABFg0vzSYAtCU1nkpQAKABzRsJ4huJL7OvNWNJXWu74iwkwlYZ/ojgOQZTYArWCcKRgoeCi7S3mE+jcU0YWyLuXvO8pzc7E/qMZUZ4m5QhSIIqUkf6VUgICR1De3T5wu6C3KS39ziozQb2xesqPa7hpZXoNotm88/nZQNJ2XDleWAK8s5ri7n+KHlZbxufxP/68n3cN/uRfzQ7mVcKQeclBW7Yrhnd47T3cHz49oqD20PA+KCdqTL3ZhH0t/JU6gutKF/tO9yvY65fix9ovOKlqcWEf88sb44LSMCaWmgoaAUyhJhvRyA3a3ST6bden3quOhjWa2ZPkZ5pHtTANYyuukh9BT55OMiuRbVInLLqZUXInCXntaBb7X6dzDsXwKu/FvBcoZ50Avg0yYhpF08TKzn/rb5WK5rpNiPd2Codr1id99nP/tZ/PM//zO+9rWvDc+eeeYZnJ6e4jWveU24/8ADD+CZZ57xNApQfM5ns+vjH/84fv3Xf3184A1H71B9BsTBIIwSzGNBfU8nWoel9AtK9w1vvdODVjGpq7pG1nuqNrF7uXSmaWDk6ScqhFuO1C4hDLcJ6LIu2q4AQPVmn+cp8T66JmhqKXh7kstCtTXEtmZr0ts3oc/gjpD8c76hTQSj4FrtTBEsp4kM84L0noOcDe/GdBkloxWloFGKeQTfUggyG07KinPb4dZ2gvPdrgZMwLBhwdoIuLUK75c1rKvSy6z4Yt5+T2hWUF1KdAGyLTN5YRfcn33nlV1WnSzyI37XCNzMQ+7akzwGN6LS+Ijsm1lfXX50ftdzmtT9m92OY6bapCQMlH/z/GCy6tQDovPtwXpiHejWY1oZQ5Z41TeFFToX64FlQGkRfM1KOkj10IHRRO5p/ky37boLcFnbUfEbwAW82+7fcTHvt7/9bfzyL/8yvvSlL+Hq1auv5NX/oesjH/kIPvShD/nvmzdv4nWve139IcJfrSL6TjU4wS8RUgyZnGqcwkP+u2ks2CFsNOvMxMnJY9phY7DlrE2okiEnwR+83NJAYmQAPG03hFfP2sL7Ck7atsnIdkGv/kG+r6BFmkCSenmpHlovB0j44C0H6TN0wA19wK/iXmSew0GFMzpo247VydPZ0B/B2k2WR5Hyj101lHzB1ibwTsqGFQtubyd4oVwFzl+DW9spdmXD99ZX4d/We/HiegXntsMCw8vbCQ7bgsO2YN0WD02vAHVx2ThyflgXfAUein6X16xv1L101AK7CMQkTfeO9MwGb52lJRd5DNyhW7S+kuWdL6nI4NHhszxfdKe8BUC8GD0Ko4WHzyz+AaC0TQSxpHxoOdu+tLLN6+BjcLIei3VjAFTZ+tZKVTY24CtCo61FCP57bIv05JNP4rnnnsNP/dRP+b11XfF3f/d3+N3f/V188YtfxNnZGb73ve8Fa+rZZ5/Fgw8+CAB48MEH8dWvfjXky+g/psnXlStXcOXK5ISsBE55bVMWcM7sa3wvrGtYIgOFTm8dvDFfdccBfSBkcGt12faorkIrFaAYYVjGOpLJuWVKYBivXFy0q1fwAfs9c8QbBhQTJtByjVUrqEJ6lkcuGOneBcLJw/L9RswrYGXrk6YEhihLf/fIOAign91jdy+fQ92CT9LrUBtsDiIF67bgYP3vBAWHbcH3URfwndsOL2xVCby9neCF9Sq+v51WYEPB7bZuarUahr5uNZCfFtRdKqhR0rd+GQDqDgATFTgBik3vYxB4oQpLI7sG6Gy9ehF8ujIWnh/rt8yXOZ2l99tnD1EvgUze5qEC6N6HPCZnkyrtXVsYlh03edasdU5p5h1xD0qJ73BM+ByXCekTDeiFWM4rgKhl5m1u+fEMPCrn274FihTE/mp9q+DmEYEFKHe548QrmpP6mZ/5GTz11FP4+te/7n8//dM/jXe9613+/eTkBF/+8pf9nW9961t4+umncePGDQDAjRs38NRTT+G5557zNF/60pdw7do1PPTQQ6+kOt6heeFYeCZCT2UICawRLbRC2CFTraRduu18cIvI4FXAWa8A66sM6xVgOzXX+LNWA7QBkt1xFMhLPd1TLRl1D7g7ocQ86NKo78PnZjiP5pyQ52skpJyFhfkehourtZGFhaS/0FWULGEfgNbr211wCAAVBpPQNPDEMS05g/wk/Uxrdfcg68o6JI2D4LERoLYF5+sOZ+sOt9d9/dtOcHvb44X1Kl5cr+L765X6t53idlvIe24LXl5P6uLedYfbhz3O1x22bcG2LX5ERwFGi2rCZ0P7cr+54I5BAP564P8JQEkaHV+8r16I7K0g+bJbjWytnrJhHGo7M1gqD1riD03XBs3gogxRw5GhMliqE8I4dkt8bVk1j15O8M4AUTZpH1BGaTCECYhIfZzWed5XgkFqnSyCuvUyFvV0yBgLcnatYKcydDnQ41NBsKzmUap3ul6RJfVDP/RD+Imf+Ilw795778X999/v99/3vvfhQx/6EO677z5cu3YNH/jAB3Djxg28+c1vBgC87W1vw0MPPYR3v/vd+OQnP4lnnnkGH/3oR/H444/PraU7XQ2gNDSZjLmdRKAJmgH93ElD8oGkDK3C1yLzhPcwv2+7Kuy3vfliVaB0s71dCh71BlDQOtUaeMmzoMyBQlzADfV91wbVFXbkIEQYeog425DShrbO1BzSbOLmCM+jLB8u1wazcIDcz991fKX7TMs0/X0d9fO63PF+sbrdzlJBqbRC+N2sWjvrVq2ms22HXQsp1+vctgpiy6793uHcdri97RtAtb/DCc7WHQ5rtaa2rVtq1tprKiHRaKjHtsyADACDJ0op0220svWUSTiQzJWkMYGPycmY6mVOiJ95jIqCbIoaQEXHdQLcLOiN5asLnhYx805agI7DYDWWPpcVgbWIB6d0BWdLnwoEC4LscQUu3df0lFchTcn0ZZ277Mh7AYY2aRvbptR8xnO3eMChHx2/i2Hstmvy7y6u/9d3nPjUpz6FZVnw2GOP4fbt23jkkUfw6U9/2p/vdjt8/vOfx/vf/37cuHED9957L9773vfiYx/72A9WoHZ8mnT3DjT4XIceyEXi6/qqoAVBGFcAS/MwYa5gmcgZK7aX9GLJ7G4XZxCXJeouKmg7S9SdBOgyLJwsVU2LUXYLAhjXrQgsWiJ66YBmuap9CT29vSLow6WCgHnPriNlDRZQLnv2jlbiIrddGe8H5WLyvKaRs5kmtCtL38i15LoxS6t/27ZgBbBu5jtHcH7qYAtub/u6NVKL9lvKhs0WnNuCs22PW+sJvn84xffPT3F73eF8bfNS61JBim6/HFQQBHOJ39Pz4OqTCLQuyDTPSTmZRjOlL6dPgUtl626wKQhael9+B3fiDDipnKqyqTxHAa5gx3ZrJF0ui4+WrhTSpcxdVaz0nXA0yIFKxRSgWHZB2LC1SNs16MSBUtpD0NHpkABcDaDy/Lq3cYvp1UPkc8hSz64oVF7b9m3PPrT6TED1oquY3WUc4H+g6+bNm7h+/Tp+/H/7TexPrkbBqcxTYgcCMQ0n+QgkjvICcMG0bf5VWkeAMEIzr23ffLTnXavgIWLbFcN2Yg40Jy8ULOe1x0NZDVTU922l5nF4zYpyKNi/uKCcxzS81B3n95TBCJh8eAx0pOl0/Xm7D6WCdX5fBZIKEBXgxzhO7rvHjJF7zEPrrO3NLxaEAe08sUzeKzbmHfK3eI+/876CpZ+4q+dFFaCtleLZUTUEfbcY9ru6sPd0WT2kfF+2uhVSCzM7bAturSc43+qefbcPexwSQG1rc/ltHaSMa+wYyedgk4AICPMhTBNcSw5i8TcJOXNbDzyl80wJmELfC8gGcDrmCbGUTvlMx7MOExXEct8VuebCysoSx8/W9s3k+zx5d6bsUDEFgOWszGmZFQAk0NJ38jhJ5Q7eo1b3aQSlwXczB/rc0qBAsF6cY8Jcti5t2yTON3EhsAdOtAMPl9VwONzGf/0//w88//zzuHbtGo5dl3rvPu044+cS7ykRw5oCYQAjFZSxsxYFVAHQBoZ2vl5lBXZixrofeG1rKlagzY8DVkRQtrrsOsNUrUgW8RpQzri9ihZqUSIriWQgq3tTLUPmdaG2osA3EwqSXb6veXiakl5IL4d6Q55l8Jkha+v0C7Vvr1OqfAbW2aVSb4buAyHqO3X7vY6S61a9b+u24Gy34qSFq+8lBpqRe+frDqsVHNYdzg67Or+lAGUFG/nCis9PBVDKCoKPn9KthK1kFhqFaqbF3VwcV/yZgpx4qUvsmKs28ICCyJF+m7m2tPrBrcznrF+iWTH0XdT9fW3YpPz8HNL2I2Mp3xusfrnnxSX3H92Bm4Bt/+Q0QpIXuxp5HFymUl4573XyaQCxtKpbj7Sp+Yd7O049dCC703WpQUq1iODiwojwqsGpS2ww2ZPQDNMVwphAz8fzS3kFsNlQdwkW53yx/g6FcrQKorAuG7D//hIWGfp8U4EHUwyLavW7lnFR2MwMNIBeNgcYx99MACoo6qM2sFR2Di4yvT8BqAuvGVBPyqA7ZpC+wgPDWVRDBeW3NTcV29W2QgJQXXFtl3ISnrTbNsO6FZyVetjhroEUw8qBCmScf1qb1UQXHy0obBmcUl2LVJr9lwRoFL5CDxk/Gczn4CXksUn6BChhroVlsS4KaJnPkH5rOiBYAsva8x3cZohtHywJlTVt+zGeHDAF9dw+p3es72AJSR7TtK1+i7vp2rONMgB9PolKobo1m8xhBB8PyuQURtmA7RTx6J4k21xp1nJogSpwFgIVHNRqoFoFLhu2Qplflxqk8iBUAaaEQakagGsRaxfk7tYj4TdhBsQBYhOhPpuz0jr1CqH7hfP5U6neM6GqK8TdVaEn8O4stPeYFeCAAhEEs4GfgaEIsKY0BajCMQNszs/SdzJ1LtPChw8sLd+0v/PNJDWG/pFPBctYaE3DORrTB6GeKn1Zh1rolSvn+OF7X8btwx4vfP8K1sMO2IDVgG3bYVmsAs1uQ7HSst05SAGANUtqsxocQXDa1qXyZwMZOwpQ+ruE30OouY1HRWhes/mowf1n8dXs0grXkG/xjxzklAE0vDfJz41ci8U6WKR3lC/yO/1lKYNdtMAVGQf8TBMtS+uly182ea71VHBU91qa09H5JVfarT8LvO9zb72C205AnIp3AlbKLpWHwRUp6YwaWOn3OC9lS52juttpqcsNUukarCXuu8WLnSZbEqkwziGfGv6c/bgOBhwQSdArCBVDDWBoHW5W+im4BB8IsytwUjivsX4+D9DqquHZ3lQBXm9nCvgI1szkcoBKAOIgpAPRYrnDVVI63ptJhIlmqQwf3UFJaqV3s/Y81kckk/alpXQ50yFBp1NZDK+592U8fP938N9u34tv3H4Qh0M7vLCVtxraabrFw9ZLMaxyhkENupDova0t3BVw8obpSbysEuejeN8FeekCq7Unex6m1lLp5UwtKCl65rLKCdUj4O8wXRbESZkblEIpM7j2Z/U81tfKQipP5FPrQDm/nQLLmflJBtPy9FProHXPAJtkD914ytM6vxeinFmGSZqC6uprhMsBETwGPoPPtpcxxHSTNhYz8Cw4lW9LCzlfVmvy8y4WnrfrcoOUCMMQBCHMr7H54WRa0TbY4R62ScYQAHOBXBC25icze32oIeklnVG2thElGTHMcxV329nS9gA8MZTzUue5rAwMaKLJOVgmAFItcbA+FGj1pZnAd6YtQ5sHKyoDOybpEN8J31WIpHTZXaOW3qyco3NXOHJf65zbr3VToOJvq6Hotha8eOsK/u/vvwYvnZ82l1zp2bSD4woAaydKqveDp/ACaFYSQ8tLCI44Nv9UTlaUnWF7uQ3xrQKTL9YNgnm+DirsHclnIh0Ho1V0mczzgYZBKE8ALykuwQVpMY9geUzKvvCyOW+oJVUknVct87wVlPOU0UT5CoCQ6hAsqfZnJS6SZX8oHYq0QS0sndLIgF73z+syI5StEcItb7r/6AJ02qgs5a4TiDToXqs+F4X8/h2uSw1SwR87CwmnAN6VDk6LdCY7eF8nC/PBfh5ZJpF3wcoBUuf37/kKGo7F+nnosgHYwRf8lg1YbtUourKWcB6MW1nMVCypYP1sZdSustNf2lIX77afbYcKT7YibqvDeutc3BGh72P2TsIkg5ON37XqA0AdyTtjCm921xB/pDY4iaqA9/b6czIZnN4AsJ3v8MLz9+AbL9adI0zpxtfQjtNop2UGF71ITx5HolaTAxMwRu8BsNu7+pXnGLW2hCCJo8jdq6C/vVqYgBrZJoPWpL+n4DR5L4NgBqhiANI2WncCqDL0Qbyv8gOxyyJ7tPpxLdRyKH0JyGy7NOWrmULGMps8yBbSTNb5Oy3/shrQFsiqp4Qn6gZZtTSrRsr1PGXPvln9Z1MEVNyXtlHtdlIiKCd3ZFCM73BdapDSjujWSP9dmkAp3OQwM3CpWxyVFT3CLw2asLaI/bx2gaLuxZB1EKIxT3ayp+E/YUiC0u4M4WBDrbuujcpMZBSYqip6GXPu4BqvYIEV6wJxQTXnPVoCIwDyVR08kp1iQb8JDMJFgU3TMu8i9ZypwpNL3RWz5B5EsRWEE4/ZLwQqDR5g+dqoRnezBTZzi5QeXKEuD5M2dmnSywjAFIS6AFR+bum7voOjpJpfx4DFEklnIJfv5fSJ/z1tSj+EPSdhzvdmLJ7LVmuEv8PwSL8HxdTgC/N5OrXSPwjz0vMb+sRQQ96LBERkutEqUuDSYJMNMFl8renrce9VDtquK60bKlDppgLZlb7tJT+ps685lSCt5dDSt/Ojth2wO+cOEwAV/tC/d3FdbpAKZ5TAO7WgEYNuNXSCZEvLAUPcbgDc7HVrqozloPSy/LcyX9aYVOpOhDwfcet8r3DqTNfgJF8dlMEy0CthVn8h5VOsbqDLa6v3jCitA/uIK2cYlNIMm9Ah4PgEsGYW2kVuvJhwkt/RZwlwVMgA7jIb6hYkGPOZVLil7YAknXJs1E7ccyr4wlyUtov5BnCq70/dY0kgZlCbgY43A4jrmEzuId075l40zO+zgAxQkzZMgQhznh/ciPJOYIMyPgt15dhZ+oGjWXkrEpSgfbfoeVWsi+x1F8po4OAWF6cxEL97+yTE27YaTVdWAxbhTUNV0BkwpnSyvl0SI/O2k+aClHkqH99tusWnWgw4XCl+NpdnW1Dl60yBm1yXG6RKJ56DSHvGgw59aw5D0BJy6Dl/B2EvBx16xuJyq4mkU7g+SmRGQdtYtuWvPuSQD+T3WqKZrW1e0NdSLQLUAoJBZjJTuokyUFlvn7UFilgA27cKrKXOn6xJsGUNMQ9ok69F3kltCrLDEFxex+S/XlMhlP04evKq3A7ZKV2OdY4DquxCoRVl2Zbe1YYUeeZJyqTT5LklojgAzO87kC75+XFwGJprvdzpOxAFRO9lpQUy5nyM5oHWhV0Q7trvOm4u4ANAwEDyGKyyAt8r8qhLssT3MlsEi0sE8QxItU5u5eiJCRkkpT7THRoaKPb8u+JCmach3sXazuMoDmh14W2vh2mdpD7raZQZ6rUqFmWblb4rTsiHckavST/OrksNUsXgmhrj/N39VsaOHdwIJLBcPIZeLRXf6qhF4XUNtiXJVhjQwYI/F0QXYR5wAjJ8v1cc3sk+2BtAGRBcdEHMMT9TZo3PHbD31kEK8LmnehBbGcKAezqpbmpDVswGALMut0N9+TODUwLG3OCgASd5H8pFBrV5PqHsVP/B0hjSlPjc60tJcuRdzXuWfwYs+V6kzDj3hLsHqAxOuQypYlBSdKwl60mFtisBUl6wOLJyluqnwk9BQ78PPJp/TwBjmm6gL5B5L7S7dH7mGioHjva+W0lrpnmvTwBIdODwtE7zCkYeSm6sQ3Gw8tfS4lmeqrts6CHpBO28hZLygdRza/v2uRw15t1pwa2c8nFI0y3ajlyXGqS4sNSJ2UBEt8CpLr9oCnsQhN9A0LyoydAMXyDagQ461SwgYJWucugHqc1cDA5Wrc6D5sRylr77BMGlWynWmqIZIwonltvotBFUFjmRta23KmdLsOiytufaLW9ngEnJA0MWgFNbgVwzISHga7l8zdJ6Ov0Nqwtsg/8mkUjpqwJ6pCUciH39VLaKMjJnfpjNKWkjLvJfTsFF8tM6hrRHXHUi2AGMoeV5rkeq6eVMLCdtDlC3DGI1l5R+cI/P2pgCCKioqfXlYzpt2pwtFF+YipSGZVN2KO+t8ZlbEgmAHSSWviVaKJ9WSqtjBuRZsMagJCUFpmwmHdNoBGtWYnELiocMFusAowuCXfm1Ln+cppxPIpC1s/RYH0u0UEAKltqwdAR3dV1qkBpMYAqgFmFiS+kLy5bIUEMnMDxd8uAzE/ApSnzxv6rwU6FdgO7vZTp0vnIZkzULVZgJJGIu0+3H511wmDMO0AaL1JmAXTbUiKSdAbLvmANBiiZU15K6Y0zapINIZXUAGNJkxqAqJPQeaUlaKThmUEgCGICH9juhGBjBfIReepUG8lUozcGopLknjwCc1D/UawZmFwFYELZlLEM/0waz6jkY8iGUG9AAACAASURBVCTQZOsp99ekHgPIOHBqmtKFmy4B0bKS0BqCI6SsmReC4JOtrVb8CISqkOZ6qZtQyhzqQUsjA/2CcCih1jm0SxWA0o/AGNylCZR6vonPpG49fTobiixcBEQh6UusY/EdzVvTZFcKAjFP9XULjPNSbHcKKuunAMf7F12XHqQyo5e1+WPF5wqgMsUOfrSxakJBW7R6s5zXfdWc6fJgku8zrTwwM3r+07kvCXUPVlNyOc4GbhDGaz+Kfru6wU4Mywu74P60FBCxbAV2AFBKB0MFvTwv0W6pTFV3wFHFgX0wE8Csv6HuPq1CgfTTdqamO2gpGIjQUEHr6zg2ueP1KmPmTgvZZ1HbUKIUL0Xy0Mrm36lNd7wyyAwCauynADQzgJrNOYW2Te7N6qVlzFzLLY/h+AfAte7smciuRnXVBxcdar7OI8l9J8bxAHJhGUhqI9nBtB08xRudzwO/K0Cl+nmSdHJ3mKuidSJtsDJu2uoK5a4FQijApJDvOv/UykiuUlo9CsRenwTQxVrkntBpoyzJ4986AOmYGe7d5XWpQSpo3c2MH9x6DWiAzvi6u3EIlW6msR6zbC3vMhk4ejnARJkV00w0Cy9H1jmp74rzT/ytFy0E362gCQIDUA4FhXNJKnt9wXCri9Cljo+++8Gs/qH8BLbZgtL72t6jQjO3UQV6epbLaIpjNKoyaCWt162rDl29OKaXemVXbXcPKoKnyuX6z9xjRxnm2PcILjOhPlg1Ft+dP4tVJfiHfDWSNU/4byWAQM536nbWI8lV0MkVLCQtW6+ZEpDbqXnleyJE9R7L9UX+/C5C3D+TNWRJ7gTPS8vXlbfS61DEsit023HxrbrutujK6wpuBPIcROKWFSr9dQNaT18aCLGdSQax30iP3blhPZW1URNZSZr7pgv/M1hS2WcezXgTJjOfTAwCkv5p9Xlv3UR27c9SYIYKufaXBbY/k986eIumSxeByT/1md/vllY5FF8RTitnOStdwJSxPu72M8lfK5VGsyUpnd2fo2YveV4A7r0+7XNrgzQJjcENKO+p+zE8YtscoecCy4SJBlemvq/vFfgZX0MnGtydmNsW8tJ5smNXynsG7toHg2tLygpzKEeAKZSlgo7pJtuMqQXlAjkDjoJ3U/qmyoq007X6LHxZ2SwE01lxUxeuWDBAnZehCyquLZJmCv+wHM8PY3sp1Bf1wEi5tKb8mcggnmjrR1wgHhaogMSdI46CcOpjd8k1HijW1okqIO7QN4Jdm/V0xDtiS9/z73ClDG7a3Be8r27Du7kuN0gd07QNDkrs4IJ6ON1iEkShzBe0jCawDlVzoZAfAjM4eGbaPz8ZFZi0NN+eLQvj9pwbtrqQZXIemrgz2Gmt5/Ly0ienU14OdLqbN9tj5hbIlK7Svr4nl4xI65rzTGjMNKnpHMHsU9J7WhV0uZ42yYc/VSnJ77Oc8KNmokW7NpnrmLVUvpPDw4/RRKwPIPLSUcCZ5OPpc5pkdeV1OqHqE+BSrTtcZAMBv6klNNSnp8lG6LQ9ml9y5VGoUitXDT7MnUiIdc4biLuja32CRZDenXkVvAxDtBBzW1I76gP4PPqy8mDU4nve1bB9VBcf5RMV6gZULqOULiLb/P7a6aWRfQwOswXh+CJfuMu8KJesg/wiwO2uxtQXW0Kb/yksqbJa7ygS0P2urVM1wmVVDmxC2mfjeQ8N5OCmdN3OHr57BawMDJy1rVjRWi/6s2fWmPprg4WGNM6XCFDVImppkkle22C9flqfJHRzW3wMZUmdm6YDOwMQ4rMhi2MgI23o1k7KT39TGchAxTqxHbN3s/AJGoFUsxwRrEcE7SD4NdtE78ES0vZoGzHtAklXXILm+YTcHxe6+lJfTAMZ0AE2W3DTudNJvseuYEWFB5JfQYgiC+CLZK20zyLvBqBg34rmXwxxDudIHb1elB/qzRHB7haUg0L37ugx6wDbPhm3qKHj2660rY6anCu9bD/1YZP6iFwIa5u2CCbe7knbskuQz9hPGhARgOmkbk4QAIqekrxu6sh1qUHKlr6KWicRbV88RJKdSICynTJD2zJ+39caBBcDGW2PnnderU2/LTrAFAgTi9DJZvDgEqTFQy1nBi78syoksJa6Klzp0tLm4Av/nAimgbZZ0AxoOZE0R9IPQjIJm0HbViGSwCoUnwEu55FBayYcBYgA6XtxaQLdpTJkof2s7c5tk9/lorqzgA2DoM8L0Ov9cvHvxYBDie2cgTVSP7U6dKs75j/M7eQ8FOSOAOIxV9/Ae+omVeAUbwTB3iAgN+ELVzQ0ok/eHxQuGeOu3LVnISoYCPN12kaTOaq+jKXJHFGqdT89a7KnjoXOf1baGqfC36WVa71vtf06nQHI0e69TgqwwUWn7kGZl8t9625CgqBYtjCx0HSt1AWyJ1+XGqS4qWqIfKGAa5f6l6t2ZJ2IulBHtQiGXDb/sJ5iWbYGiFvvRJS+RUheE+DMgLlc9zoT2QSYTJ+zeRuA84LSBE8tswxgxuAIf98rkYRGBkEgCIgoKCkJRFDNmO4YAx5LmwX8RflQ0Kf38+AKfvSSsjb5LaCQ60A3ZnAF0uUJOD1Krn/+rWVk4JqlzTRnkkl0XMgntbssgPGk3RlYHqO1j4XIsGF8TN4dAylSupzX2MT+npSXaRYsrczDTHOkDl73HJyhc1VUThuYObBw7uqAsNenD4kwt82MBdAVkHicehgT5nVdpD7af8smbW8elOpR6vdQah0HaxwdKBUwdmc16GFLlqnThBYP5WIKPVc5qO5EvbYTqR8q/e4Wpy41SJWDoez6tkfdVSKAxbRkpPbJScdqhsuR7Q1ctl1N3DVG5XSthIAKmUcEjltLaTAFEOHv0vPkn+2sWkwiAAsQhKotLY3kFaXAhHhJaAX3ymTQa+Yz7dlSkWHwMu2duFL7EOldFVRZoGfcSAOcXZebpVZFsIZSX3WXYxMsW+lzfEKPQQlRVGRltpSxaiTpebAIpvn27+SJUPVN2jgDjyNKQQdd4SsFCbqSZmArZeTlF152GgeDa1J5Ud8V0Fo0SIJavvX3g9IxUQCCV2NCZ89Py6ECusMQyZfHTmiTKg5mNZ+dRT5t72Tw9r5i/eVeAbDQU0TZQOuX65VkY1fndQGSOldUhj6yBQHkFOy3E3Q8tZ4/XaTrVSmXdSsCdgQ38WpddF1qkALQI/EaY4ZVzew4w2BVqOWlgs0nW8Wk1kVq9BeTwDoZ6btFaHlo9Zi53YC4yFiFekuThcQxMJpZaSXld8y9EiyTAoTd02WOI7RHP3PeChg6wCbvHAsa8Dy1L2dlqwbLd7KgmAn5AqiwzIA7aOiW8p4cMDgIGOs/rMS+Cw32tqj0TnkKGGdyer0sVvnC/kl0zO483guKl8xfBKGveQQaxbx97iIIbTjohGezurMPUmCAu8a0baRHPga9CVTSjdv2qHWp4ebaDuYf5q6yNZfbBqETen1mVnEGfd0WzJfNWAcXB9K2fqtoOXxV5U4rN2x7VISGkj/Q55KU73OEYAjH92hj9OjkImOwUPnvzbyb63KDVEGfa1rq+p7ZmgZlFroGtZMZuWKL7GUFBGFWB9iIBD6mhRm2yYSgCmC3otiBiz4wL1rfm2nEYeFtoEuWVkcuVV+N5bdbukuDp0+fwJ2FoigQM8vW3UrNbeblSqJiCI0Mzc2TuZogY+2xdFq1It8Jkkyg9J8AnF4KHINlkPtmQtcg2Pg1AZSD0gws8jXrO69TrFBw9+ZNUBX0dd4sg2DOSwEPc3qErYSS0Mxh2y7sFZTUizGjQVJI49jraQiEFLx5TY9HC+p7yhd0p0HoZoAHOTAdREYdOq/WQiZ1AoISrNs1Oejl9qk20/IIuz6IfNN1pR5+zvaoZUkFgXv3LeIFN9Q5/KT0FwPWk765rS2IyxkuuC41SFkpbtEs55YEX02TiWR7YHcLoePZae5CSAzhmgwBZFfCTr/1JvoGsAqMelFraWsRtn1NREHNSLxBywfcJUAXjqEKdNcuQ1VG5JoKExJsIqQG8EvvD+A0E0y8phqpgI+AUahKRvYi9EpNGcwLDa81hP4erKsZ4ChItO8D6XCHS2jmVZtou8M7uX6GoCXnNEP0Xa5Y6hsLlYnPwjs2ydN6ebP8h7wycOa5wgkd9V5YT3MMxGeK6TbmxecKPmpBsYipG1PTMB/Wo5W1tHPrHETdTdjkxtL2zy8CyEwLARXl45YmzI9BaELgZTt0Hkn6yoMbhHYa3etBEVqu8oACJvs/9YcBDq6UqVvLdzupmfPT13vexXWpQQqobrnsIsvaLsFnOa9rpXRQO9PuRsKr9rIcgPVKqROAcv6LT2CK1qyXzjO5+bsDthPDdgrXTnxFOY8HWVoFSq8r2gmrOldT0qB3EiTB3AUbE3VgYJ5l0vbYmCQ/U5qZQFN6ZMspA2R2D+b5itB4AhYPGFRtcNYXItiDG0bqG+YEZwI7BQyEk3RT0zXrIl8Guk5AUcv0Z8l1FupsF+SL8ZlarGGOyC5+D8A4H5XyVT7KSlwmTpjHsVQX9HKyu29mIYT5nYmG7m7CZfKOzr0AMQAi86MEKJRDD6iyXam7tXBJDC0P2Xm8r2+C92kGWNbRdq0KekyQ4Tgdcx9r8EICoToPJbKPAQ0JFAnmCj5uQZFOS/Mc6Thv61CN/5YJKLX7d3NdapBaVgNkQ0MgdU7SfCojNEaBaBnyXbUwEnU7qYy4nBmw9XVXQAM3IXYFEwSfbH8It6AIVAB8x4jaKMAX7Gon0rfe3qnHgse8o5ArwnQWfjtQkD57QzkvA8AqDYv8VqEbwJrCNA/w2cRTmvsI5UmZClSc02HQgltiOmdm1o9J2FKxR4DXB6C0aRbuncN3Z4jkW9qQBkcAoGfaeU/rdJEV69/J15pdohXvDW3Wd3WuKaPrhgF8cnm53sf6k+2Foc/jotfDrZ4S77lwXBIJCR7iuRi8CklRcytK+i6Dmm7eykXZy7mFif5ysJh2q9/9XCfnu+Jyp6R2+BFQYv3ops7kYaURAxp8QS6Bk0M8Cf5gnbV6+VSDBIRs4sJzK1AXJBOQeFKvoSrUC3pcQKPndioLfBP/6FpRnOOurksNUtuu1ANki2zvIYM9y8XsDpx5k8o5glbhFthCZsijAFErSEIvzD1pR56085u8Ds3dtWuLc3cVgPt5TQV55+Mg/5bE1EE4TwQWaUCA4j10vgyYpUKMbdP8gDHEOl82WWSay0jfg/Bxjbt426JvvUaj6Zo3LZeJ1RIN9eY9Cq5EiDyfkV1LlkCa+c2Eu9MgW0iZDjh+P7tPSVwPU048Htp6hwl+tzYyQM3AwDDwlbqt9FleBK9WgJeT55Zk/HibMtDapDyx1LiWUuvKLYbcGiJqyOWbAhCgSs8zWp0WP9VqEzrxWYzObfwmrrnMR7rGyvPeKtAFS0nT64a1QAjsUsvV0wLh9F2lMyMa0TaZVb7SU4FDvbTvgLhB7QRQj12XGqTKZrAWDun7Qel28jvpCEhHp2cOLGrKCpgB8I6pE4olApMwrk4+hmetfP5tp+Zl2wKUQnBqidvWR3WAiVDmmT8TNx+AceeFQC9pb0tbDhHAXHhC0snzODA7bUIZ3uCMIuk9fVcHfxJQQ1qLr3TrrtGpPVk2IGwHxQANWhlaEbadg1r89V6G1NUtc6GJ6wNHBHmwPLU9vDJIIILEzJoJgSZiUbog0nIuAhq1ZhJ5siUSLgq7WTsyeEFAee1pshvWvRrcQy5bixPloGh5IpTLWve/C8esFwElV0C4DjIL4DSmWzl1FxrzMjduZ5TedcsFrT3nsc1UiMh7Dg7o7yyHVmzp97IiEH4berSxKlME+czbJb6/rJ32IQBE3mOkJtd7uYUkbsHYab2NU+XpgutSgxQgjFAwCO4iwBVcF0JQN22zZpf8qHHCVc5pQWQgAGP4pT5jfgcBGwrXnblQDecScRAWBCFrmmfhZpSxHE+iwmImMPM7TCPANp2cz0LL3y/hU90Vg2tJB4kIm6mLTuuY5zCkWHV7RcHRAT+PFN8fTQWHhQTxt9JABe0xkE1zMDPLxYsSpiqZCFZGsDrWH7O5rFzuRGAEhaTIWElgE8pM9BmUIslXLQPNR9vFM5aG5i9pndQMdBeWU3qdV2tjieCiFev18nrwt7ByQZ/P4enVdUeINC+KJJTVEhJ55aRz8JMxIjTQeXSz/jsrVeoOVCXFZWBBWOi77WPkZHAB7ntdh7mxAgf5OoWBLj/T5XNubKO6/O7iutwg1Rhr27ftREQz8Q5JbhsXQE1D4UroMIkrwKTHfDhjpcMHhzqhlxXSFYDbHnWhIXNLTXDa3lCswEr9hDBofQdRMMzooj9ngpXMjfiMTB2eG+ZCcCYckgD1ehf5ntuRhJPXO4HQ4PJJdQ91Yd8vmApoH28N4OtILD2PEqNFg4WU5iyVRoMlJXUNbq8S3xsIltE21QvCm942FYDyqfQJ6XMdOH62ROMm5HycBNBP/ZpBb8Y7Wq+JIuL1F2tJLZwwFlUJZRl0OZkcr07AKgh7eOa8Qn31voz9yGMW3Wbsh62/4+/K72D1kfUWobO1RbMimwJ/Gep0AHp7SSfKsBDBWHr7OI/vYF+krizn2HEarX+3fVP2CMicq5L2zMZvSX15N9flBqkGUNlML9qRCjiAd5iasn4fmA/+0jvSmZ3P5F1aXqFjyZBc17EUoO0oTiZ1DG2RhxvQzvJJGnMDsSDsQOYro2DSNliUB6rF5boGIZQTzcANSIjc0/nu7wqASZhOr5kWLnkHTZftkRXtF80JhOZYr3vwTjYi0GU48VoOdZ+DQ7nQEspH1rPsDhrpWBQrvR2NV3PEXZ7nGmjR0g6BIPLM+SUJL/YfF99mYUQHgAtUjpkEmDOBriAJRPAJ77d2h7KTlTrbIYZHX/g+n+TRVh9aLaEslx99O7Tp1eipa5A0MIVZOQ2XXqavR5I+2U7gi3TDIudWZ7XWsjdIFXE0YJgtrdEx43xdgPW0NHA0qMUUZEPKz8mgYkCtUFE4eB0d++m63CAFdC0pESdrb77wTO4B6C4MDiiZ11KrKmg/ZLJd73x+10AJap4hcvAA7L9fWvo2DyVMWhmVPvNW9sTlMQBw0lgoJXzAKM3y94kgH6wVAf2LLKcgQDNjK0AloTm0TduYP6lIsC4irLPlEyyLiaB2QZq1XKXR2ne996YkTbBIOxm4oDQK6Vr5VUiVSB+mURok8A1XWgAb6Kf1m/D+YB3q7wY2egSDprOC8YgLWhq60JaXCCwAbjEcXTLglYT3DSfvCTYecddAqW91RqVDjrVw3pNOVPAl7xzgipVaVtbmt2qkb6SbAggDIGaArEqsR/mpkiXyQ3fHCOOb8qQFIRQIzQVggyUkrsHgBSjxewCsFpG2HNq8fxIa4R2ru1Mc9Soh8p/TY9bfk+tyg5Rq2qV3igZPhAGroCNaoQIEEDWA4PsFCdw0MnZUIvbg1xZByLKri68VzKgZrS4ZUOa3Bm0+A1OoRHthNn+lwKUa45ZeT4Kta9Kl/5aiAoggvhtAAUnYpn7MgtLzoYaoE7+qrap2rvVm1jJAB2BVPtB6810FDgFCzSe4zOT7tDygu3lzG5N7t8yAiG3WBmo/td+zOR2vL8dLsoT8uYRDZ37oQl/qlXmmKWVhTFp/Zi1v7xcpy0nSXFKqRFgpdY1SAyivr0fWmbtGgT5/te1kWkCuwL9aV5n3WppVEw4l9HKEjmKZKf1oMSm91cus4efBlWmdH3ztlG5uS4VtiXTzOghPBDdbGXnD59ndRWnYTvspEyFSGQKEySOllnswGOT5oMRccF1ukLJOEPo7AUF0EkGEWh4snpaf4j6wZLpbZgQFsAyArJ+l+gQNG+CuESjmfumauXzqyG3uIdVaitDBbwAY9oprZXo1JsAShC+Ftvi8+WwqnLWNci8IN0zSKngngCuIwKbCUt1JucxA6+TC1TLUAhK5NswfzMJlg4DOYJ/bdJHWqPTMQMP6Q3hJ6qzzGqx3qOPMxaJgu6V0yu8iSHzuQuoW+iHRoRiGU3xnQQARZGIZtNZyn5bNYPsKVN1tGutDQAp9vVnV+MWFFvoQCBG+YX890pj1awW7x4RRiCZtFDmznvRxo8qXC3665s7hAEKXvNOEUXcco6W7F9VbEEC+yRQrbds4QwX3LUY3sg7BG9GUgO2khHEHoCuEpbfTwTWNmaykhQMZ7+K63CAlhAUikQYf7l5MUuud55dqQIeWNxAEJbUGjxgSl6CXl7QftDxUqIT7rCMHoAEmA6DWS5gJ8n7zP5mhuggVqDyxyI7SfysNg+UyER4qRMPGqqSBpAsCG0nYKnApHbSMrF25YEIQ/MFyJvAmweBbw1ilUchblYCs2WWQlmd5sGaXkH8/Qs9hbiUDHNtxbABnOl0AbgPttT3b+K6XrZ6AdIW2k/fT3JbziuzzxvaxXB5FofNLod4m9w0hGIpnyA08Yb284ocCdtChRTXzEsQ1VQiuOLceNsRdRjKPkR6sy77LkmBZJ2+PLXDwZHn66Xknq1dBwJY+xn1ujeDE6EPOhwMRoIC+pRvXMjUZFvb5UwU6td0tOvQ0M0t9ALu7uC41SFlphx766JBFvelazoRgHLAcRNKpbjFx76kGbiUNpAE0mrXhmq21d0RzVFM5WwmACrrKBeF5ELA1DH3bSblB6EQJZ/LF5VQSQEE7TkCjDe0uP6GB/M4auDN8BiU+1rm/NYFDqttgcQh4qVtD+3mq9Wv+Aio1IcbFvfJs0P6FnyiQtM5F88jKEy/tQyT66W9L7UxCbAaKIR+tM2+w7hIFO7UwtK10ZVnvv8ESFAGllkD2JJDeYacO6SN1KQWrSDwiavXqOqOgOKiF1Nxy+cRay4BLMGGdRYH1a2Jt8bwlugh3t6slpUEuvrs4hO4Mokh1z9HEaol4AAvXgZlhPekVXA51Hs2VpLYoOQQ7KNAS3KReXk1VtlLfeli+8JBat0FhaWnyfOexa+LEOH79/u//Ph5++GFcu3YN165dw40bN/CFL3zBn9+6dQuPP/447r//frz61a/GY489hmeffTbk8fTTT+PRRx/Fq171Krz2ta/Fhz/8YRwOh1zUXV3FzPfu459PZCYB5WayaB/1S2TeMKC2ymCZSmWzEISxrPB5g7D4UATPMPiT8AxCc2sVzJqugJBGnOkzFWKMHNS/wZLqWQ55MZ+S8g4uOgFHHeiQdqogKalfvJzk5ouVw5FKy6ekCS4sw0DboIGLQKNGOLUkV2mrPue93BaT+/kdKdsFJo68r7+1SgnI3EKREOaS3G1sO49rYLu52enQdoJ56suhrfy+djqG+SdIXZXfFQDb0ThlrWNLw8R9TJQeCadHVwBd0FLzH9oPabcAULW6pI7CQ0oj1j247oVnIGWqwotmjSxSdjhmZGJphnGd+V6BtLRNsxltXBoIlS7TttP+2/Y9IjNMF4gXCYAHc62n9ZOuSAcwVQ4UuHSRMftt9qzdn50WMbteEUj96I/+KD7xiU/gySefxD/90z/hLW95C37+538e3/jGNwAAH/zgB/GXf/mX+NznPoe//du/xXe+8x284x3v8PfXdcWjjz6Ks7MzfOUrX8Gf/dmf4U//9E/xa7/2a6+kGn5xUCzpE0jE00k8EZQqUIMAliuHaA5zJpvU45CeQwZFSe9kIODclPU0LE+FZ7XaEtIos3BwaRnWSJHBjvXRgTYRiJEg6TmtSGG+WTuzZcU8lvNmqa7H6NLbNjwzjP09aaO3T9vM8mQuYQZm+u7wPe2zFhQkfd9SGQQm9meZ1F/rmsAo91cAfy0DvSwFKM9HFCpVrJZDe3ZItLJYptYpKwx6T4FYj0zvGaBP2hvA7YrKCuxuVUV0ORjKav5b3yU9PMgi0XFJe8QFYJJ2qQU20EvGNz/ZL350h0hTzuFx9wad5y0revDD1nnA5URrC62qGvTRAWI7rR4kBad+SnkHMG7+SjAwBljs5U+DJ6Sv1bICetDHELIu4Ew5mPvd+VWUs1fi9itmeTO6V3bdd999+K3f+i28853vxI/8yI/gM5/5DN75zncCAP7lX/4FP/7jP44nnngCb37zm/GFL3wBP/dzP4fvfOc7eOCBBwAAf/AHf4Bf/dVfxb/+67/i9PT0rsq8efMmrl+/jp9433/B/uRq1+C3jtiB0CURqTGDaqPOUGIluAlrcP+4T3S2hYHAkc4rsU4aausay6Ch1M1RuYYiHOWBnn/+DQC728KwvCYWwzEh7vcs0qQ/G0/kVVoGF0rWBiWd9oleM82sP5T3W17qShjuT+qfv8/K1c9/jytYF1LGRQN2cC/O6Mpn6gk4xvc5zzLmod/zIYWhbon+gY4yh6R9H8ot3S3W62axnq3eevSFBgmEPs/CkOWJKzHLiuW856Vg4c8bmHk9W53p1mN9gFiPbQ/s2qGBgxUsskBpods5sf5hbqzRJAQylFRv5V+tV2tPCLTYGoArv1uXSwS3PCZcKUj3lBbeD/wsnS5AlbWHs1v4l9/93/H888/j2rVrOHa9IktKr3Vd8dnPfhYvvfQSbty4gSeffBLn5+d461vf6mne8IY34PWvfz2eeOIJAMATTzyBN77xjQ5QAPDII4/g5s2bbo3Nrtu3b+PmzZvhjw0NqF3gh4cBsTOCgJWBzHc5IJ1ZMwNJOgUovxIjuiYmmu5ggeggtN75w5XSAZ0ZlkPBcl5iWtFch6vEP2fALBiAZt2VXhjzlrJyncuaaJ00q5K+q4Wo/Zatl2CNINFJwFUtlpk7TC0BasDLGvNUKy1o1SlPzzunnXxnumGO8VifQ8pKikmgq9BXQ5azNT6z4AEEd6S7oES4zeYNjgGl7YHD1fpJRSvXU8PEabX1fC30tYZx+0F8qgwmupqWmcYdtX21aHZnExBQq8g6Pbg7DQGKeemcqvdviXWKxOt9MvTpEu8Fq0ju7fwpHwAAIABJREFU8ew8aF8pcAN93SYVY25d1Cw0rs30ncxJv13PYxGralnFlZw9CDreMR8j7jk5YODPO12vGKSeeuopvPrVr8aVK1fwi7/4i/iLv/gLPPTQQ3jmmWdwenqK17zmNSH9Aw88gGeeeQYA8MwzzwSA4nM+O3Z9/OMfx/Xr1/3vda97XX0wIYb6Pnm4oD8rSQA66MAZwQcltUEBtaAZKhC0ehDkQieIUHIgnXXSRLCXtfjmspBw8mxNhXeOAeMMOBQchNnnhQgN2J6JoBzaM7FKnC4ZpGWuxNNlUFSgW8e2DiAh7twMHK5Ri7Yf+kbblPpR/47SONMiX8fuI7YHk+/+vmquRwA0WIakqeQTlAy9J0LH/9b4nAJtPQXOrgFnP2xYr3QvRDhPiXvm+QJbk7bVe5vsNq47c1PQLok/gmWa/li3zFOh3yGCXQKmAJmrsy5XlkMCVuad+pxC312NJebv5au7jbJI+qz2Xwlj1De4Rs9bAUpppvNTtKS0jsF6E5oF16fUT93C/ik8tXADXe0X9HYxz6nMOHK9YpD6sR/7MXz961/HP/7jP+L9738/3vve9+Kb3/zmK83mFV0f+chH8Pzzz/vft7/97fogaS8mDOrCqRFzcOWIlqTXNAKNBkUwu83zCZq2gl4SWjkck+ZwFz59gNYyjlcq3Gpt87kE5nkMqKZlpAKUWEXWm2TmKv3eUXcgooAlKLg2KEJiNlGcgw8ymAGIrk2Ck1hGVCzCYNH5SNXMt34/W3HZatL5JBXkgxWmdYEIWKQ8LQY/eFfkkZrqp0FDU01W6HnMGoTkMwTSaL+zPxKos1+yBcVdHnoEWnfxlc3A7XfKir7YVvjJd2TZYju9buhl6326uHLbmWY7kTIWASVRVOn2ouXNuSK+F6LakjeA+YY5mNaXHpkrYybsWtPerXKrnvhrS52LymMuWMx8jxvCCiCG+d/Go7pxbPZm+CXWE8ef80G6chSm9kUOUb/b6xWHoJ+enuI//+f/DAB405vehK997Wv4nd/5HfzCL/wCzs7O8L3vfS9YU88++ywefPBBAMCDDz6Ir371qyE/Rv8xzey6cuUKrly5Mn2W/e5Bw1MBpO+0zqeP2SDvqzDj/Ipo/mQaTPLVAWP79ooCp1oQ+tnKLy3bmRVSGoh5VJ8ylmsyfa1UZUDr+RiGQRHcbAqqzJhl66JglpfbfIFgLLksvkrXw64uEViSVRKEs+ShWp4qAOP+bSM984bDA4hChJu2s8zHla+DERBiXVSBWg6ASducP5WOJX1PfO2CLwHj4JYzoY32r1gngX7SMN/qaGLt1nr0s4OUX5Zz4ORFgCf57c769kRUEPScL1pFvg5H6hxcWOjWiAPobN6xtUPn90zaq65MVyQBVxw5V0KwUHBSfY1g5sCVFijXwnq91HWWXYW6YUCwnJJCEuhd4DtAABjm2jwP5XHh+6AY8lOATi2pwZOBmCbT3emn9W/PCewljam7uX7gOSle27bh9u3beNOb3oSTkxN8+ctf9mff+ta38PTTT+PGjRsAgBs3buCpp57Cc88952m+9KUv4dq1a3jooYd+oPJVwAbraUI81f6C1SN5qU8Z0nGDf5lgpbcIaPSlZ41Pkmd3XddIS08n2qkP9K3UNO1v8Aszy4LA/Kp9Mf8YGBHf5YOZJWaaF47f83opQMlfWasA2t1uVqBagnwnC+dkmSiw8M8n4k3uy3d95u+u6b11fDdooetYB+3LmdtQ+5LlqQUyy1MtOM9fhXqyMocQb5NyN+knvTI9wlyvBSDjfOyyWt3RwaoltBwMy1mNxtvdMtBKIh/szq1Hx60JDDl2IQJQeIDRcUpfbMIvGqmpbRFlJfAqF/cmz8NyiPOTGnKtczUaaWfpuwKUW27WQTC4S8XKYts9go+h5OramygNGkwShL7yy5qeSZqhnVlOJMWSl4Kpzssd/dN6JcvvTtcrsqQ+8pGP4O1vfzte//rX44UXXsBnPvMZ/M3f/A2++MUv4vr163jf+96HD33oQ7jvvvtw7do1fOADH8CNGzfw5je/GQDwtre9DQ899BDe/e5345Of/CSeeeYZfPSjH8Xjjz9+1FK68BLhp660HKUDIDIPasdt7cBEjfsPFpkMGF0NvjBqZ6aJ6z3rne+W0taSUKsSF5S7j1YEJnArDqk8DgJvo4XFgF4HpdlMSM3uh9AdeZYHDGmWGE4tpywkghWngRaqCScNOUReJjo7PYCodKhVKdpmcL0JT2h9A8hncG51JV9kq8WEPgSSwWoVAT3wAkSYCUAMlrXUw9tGTNF+17q0K2w3lGnKT6eTucIVxkqrp+1q8t15OvTPUhnoloffk/5mnzlNRMDSNcWF98OBfuS/BjZ0w9EiVnpq/3hdJajCgXNBdTVSUbE690YLRN1mG9sklv+w/Q/xZhJMoXTzc5pKqZsJnPU8sQAbN9BdehsD/6fx7XRj5HDp/RDm0BFpGbwOvYtqf1vsJ12oG+Svxd+eUZYJF1yvCKSee+45vOc978F3v/tdXL9+HQ8//DC++MUv4md/9mcBAJ/61KewLAsee+wx3L59G4888gg+/elP+/u73Q6f//zn8f73vx83btzAvffei/e+97342Mc+9kqq4de2r4zkq8ApLEUgDaAzGZhBoMuAUIIrmISt9a2Z3ht81Xx1CZhPcLpWqBoH+r1g0W3AggJrgkF96qUAarypEFBfdtlkIOonMDBGsHA0X37ZSshnsB5aG5ZZvgpcbYANLrRsOWQwZHtUKC7yqel1gKV2T9NnYGj0djDa4NvgDPOJLR91sznZOFjV7adg2QSl0z7VwWmjLhpWmX0lYBIEtbSJ7mxtr1ZUBZTf936wUAbT+3uiSLkVlIArjDXysrhR3epZRWBSKdFtgtBpGfq05TPsMqHzIiJMaSnbvpfJdUwMMdcQ7eUAbNbz3UQQb7vS1yuK/NFDn3WuPNNZ6eN131pQhI63tdc3gJnwpbsSE0Cp69nnnhpPa4BZGF9bTxcAR8eq8KjzOeL4ylaSK1HhJu7q+h9eJ/X/xcV1Ug+/979guXp1SkC1RGbzEOpKCJaLvKdakU+WCsO7Wc5Ly5Dvvvuxdb90cGGQ4Qp66G4BeJQHgK496iubCDABP3VxDEEcUs/sctTPqlGW+FyBJHFNcGtRGFNo8iRQzad04eLaoLolRKiqVeMurgWhTnoyqafRQcABaolWiS+mlibTqlWu2rsM6mw5KH1cMBCw2dSkeYb25zrp99yHSMKZ9crt5P2sNKCCky1tbzzJW62MrBk70HIORyyYvEZJ2+FaPz8plLV/gNAfwcNg/ff+loXIwDCHlPL0bYvafQ9+aPTLFopHxAnoOPgIP8c5KTkmRN1b8l4MkOgNzusq89RE8Bas/Z1Ar0LQG8dV2J4I43thR5EEpJWA8L5VuurcXOAVIJTPOq9nt/B/ffrO66Qu9d59QGemoOkW+BHLALpWiS7EPH12EwkD5Yla1RAJNkD1z9OHrEfLB40oa9PiTjRIvWXA5vJNNHudW9GNbg1wiytPkof5OaRBJvczY87cdSq4B59/Ztq0hY3OUxGwg5KR3CHuMlNB6w8RBPDgPxfNLgw0m9CkRJr5AFQBJltohbzFZTsL9gj1EcAMbThSNwWGIu4ynZtSV7bP3a0NcNrRMn4JrTVK1esi7XAvAN06yn/Mi3VbJ/VudXUrhU0UPlflQRVHVwbUVdesHtsV7F82nz8jQOkO5tl6pRKznsLXXCmocnxTuAPoO0OQDwwAQU2Ecp2zLkILof2ul+GKa3YFAp3vGw3YFyZ97YoY5VbaWkif+fHvElbvisCRRdrDOrHsPqSMSgCn21WRT9g3wbWc23oX1ytI+h/wEo2hyKQ3kNYyKJBlYWsxHTAROGSWXUq/NlAqFajK2iKalKFaZ3Ky1csVkFEhHyZ8txKZGL1e1R9e/B4HigIjrS+2yeeH8qXaTi6P9RXAcsbd0rs52wRKs3Nv3N2jNGZ+WpYCfg6QIYgw7DyDbhMGuniXSodqufyL1mSkUwjxJz0SuJVUrv9u5S6HKJTV7VW2PqgZYOD5Nnova6pX6tPlILteA/Aj1BdA1yjxgECuw8nuYwJUoE/mHwplWglUCGk9cc5Go+ckvStkomj57hJUtKisNaBYzoH9y+b8UpRvEN2c2u9e5bWnU5enugR10SkMcfNgAReCaqDHVmluDUxtV+ouEWo5LbxX0A9pFF4qdc58a/vnbW3NZwac0P+JrlnWkX5sg8oppcGsf4ajbkr/82CPVk8uemaf+n6BzC8D3x2uyw1S6vJRwbeJ/1iADKiEci1GfOBhTkfM47Ji2MWi5PIgHQCms7FeAkoqrAJATfLueSJYf56tWHUOWGzPhBmK1MHrhfg+08UXo9AN76Z6zwDKIx5tzKcwTXJXlayFUTCpW4GCtQiNJM/sJgmTwxaFfrCsJn2jGq22MSw01X5W0GzPfLsZASQFAHXnhKAaCkvJqyidXNCUVq8KRLTuy6EDFCfni9UoPbZ7aYqX9kMI+FBX0Nrr5+BkY/2zoqF8N8wJUrHaen3irhR1pwgd1ypUfX7K+vu6tdNy3gFIN52m4qcL8tkn7MchSk7erZVDsCwB4HAPsLaYMNuVvt6pKWu6gatny6CRPM6ZrwKI8qHWT615oU0nZE8XxmpWfkQOhkhCqZN6oewEWK8Y1qt9UfcxD8fMkptdl9vdRyKqBriDnxulfmcf7KkjOLhU09MOne29pe+Gqw36OhFeumBGw1MVgNQsNgAcLHzGAdi+GyYMuwAoFjRQY/SClWSRdU1m0JASPWuZtfCZcBrmQGaA1bPobiod0NZ/K+gMQJcn4FXhsFh9d9u08lw4TaLYhvktYATIlt5dZ0wrg9paP+impkXarr/ZHu0Tzy8JhkFJ4gF1yY3Y297XJJXVvIyeAPWodRcyBbpHnioz6gLzACGSXiMOLbVTlT4IjRn9Ryul1S1PsjuIcJFve1/XFvmxFLQm2C8ChHy2SRo+Xw7mANFph2CdsB0eyCHeFQVk0ofzd+riVxelW5XZPScKn85BBRfgJjxOuhVUqS38P7jmJmPUFTu+y2g/lYXMsMgQoOzIHg1eS6TXemo4vHpD2Qr2LwLLofQ6arsLAthddF1uS0qFFztZfNFZswXiXBI1JN0PzJm0RA3Mi0yCIvw1cPKFdrlTBSTUCtCdD3TA2iJA0Xq076fXO9kfl7G80FYFxwTuQfDliRRph2qpU9ehliVlTi95n4t6649WT/HhB7cS22a9z9RCAZIlPSkv5NPKzNawtmeWByBCVfoV6EIKqU+DO7JUUAlbB9FNxp3AGwAVsxbMIOn5fNcUorazA/kwW7bsk915tZRoyWe3pwtarTdplRQtjax1hYCgcpDv55FOO645I/8zzzZuHfxLT8e+9nVKu/4eQYz123F7HrbJIEBe7y3n5uV599LCWTrYsay8VKDSx6IAXrqLrjQwWJRGogi5oib8zeApV1JpwZGPdOyp/NPflC3itfDxIWNSvQc6P3xsfJM2/rvEdK5o3F6w3CpYzsowx5s9XHdzXW6QooZP94B0EhAZDugD1e8XYRIR0mGitlSG8zkTdb+g59Eniy12tvW6+KcKrgnT+cJLmVNi5SozqbSVx1vd688tja1VQXzCU+0lM6OWMWMmBaxj7xvCAHE6KM1bXupuoTacB2cYiCLsVIMPbqRJvdUV6Pe4JU87myy0d0O/B3SASMLD27+lMgwhvZcZBm6bE5Lzk+huG8BLBW17xuUPwWVW6hwpUMGKQQu5T6jxh3k5zrmporHKmHCXYpuDkIML1DoKlogoZLn97BcdE+7daF4RB9KWh0frtTb4pL1YMOFcqeSC63vZtcAGH7uI35N7WHlK81SeUqtG5yq9L0VR5W/nufap812kjQN2GgtadnDfW69/prXm721o7y6MxCUwUwZN5EaQWeS784KTlwpOXixh8Tt5z12OdwlQwGUHKSB2MrUQ0brYseqP9e2QBDDUhC+JWQbtQ7QeW0pwCQBw4aYhqGEACHP54FVNlpcz4wRhhIGRHvG5FWA7tXrkR4nPBjI6gxe31ooOHrZfhTLbPAGDYFXkQalcpwMtDfrgMkwDMke4ZR9/sKJkEKol4FaIC9b2cINbLX5UOfeUQ38WJ5Mb2LV0/v5S/Fmnj3UhoytAvC0F266fF8TgHLewpExaYtly43ceCur8P6F3zQvhCtr71u+pxr2dFqxXCg73lMATDnJUltp7i8+JtbqRVlqG1K9u5mo9Gm3t/b47j+myN2IRsApBDlKP+pwPIxiFeSH57V0lrmv2BazPebmVyn0LW0CVKrUeQbgTusp4mrlOQ9/o2FCgz2O1xHxICx3L6i718Z54onewpDHUOfum4CznqDuPtL/MC9rG7eRI/um63CClTLOLnY4S1zfo2VDZssr7h3EuI2jryXrwyUgONNEoqAmHLU22HlXmnZs0cRXmtcOryewML8J7MPWXWgkrwHZi2E5NXBIlDOBs+YSrREEypXeZ3MuXDjD1mSc6uqKwyn3VetX1IVXMwO9ukla2+tddK+bAMwqGBgKyNoi/+8A2H5ThkDkA5ZBcb2ufG+K95dDf9/ki1ou7gufy2mBWoR6WNYjwcR5dLQh6Ff7BPZUEV7BQ+VysGQpUuuBcGDU353qKHvatdGcZre/q+9H9w2POcySh9+HSae60kPboXE4NXLFB6HLMqXtd1zYWqae2QYX9wqAUUYiD9dn+uFXUcmZOT+cHoQV3fiD/6hRDcL/KuHAlI9EpyB0Z31lxVndlaKeO6TzvpDRGTze4hFs9d2cSmHLoeQ0uwiaPt7uMiLjcINWuPnFX3A3j1pN0qE7C6sXOJbIvB+lUptEB3zpoORehCrhw5ECg0HOrTt0pW3oXvW6+x1kzl6mtdMETB1llktLvL4DtDFjM3X9B65usW8j+5v5A6nYRuCE9FytIXXK5zGzhhDTJhZWtLAVe998f0j3WgW1mnivaSn6LtOEOIpO2ueuOdBHrhnNAGk3Hero1hZ6WgGZ7pivYcY7kwDykXgKGXifRrFXJCrSiMFGeP6ZkJJqqEPE5InR6LgfD7jZ6cIQqdC0vt1rYF0t/vmvnIuUAGXM6kkd6NKKCFawrnx2g+3PS0y3JxI/unCAYmCi6IlypAPn8m/aByAPnTbHOAfSgiaW7Xf39BDLKXz7fqVaygmijQTgZWGiofedKiNJKlLxs5Xk/ab/l6ZNNvluXXYvMN2od7iQ/jl2XOrov+JvXqsn4b+tpjJ/iY2ZEn7v5hHm207lQ050jwtxUEUYoXVPbdqW7D5bOYGhVZN1coIsl5X739jwI+w0oVrdOUr+/lfb6ecGyFWcsrPCFsO7W2eqO6l6ZDCAZlFTz4l+J94MrIbuP1OWnwKQuPIKJWgst/eICQPIuMc3uvLvvfL4F6Bqi9FHZDKXtrs3tqxxoJFornofU0i8FBdZpIMKzR2mZuGmEztL+7aQLGHXpMY0KpJk6qXNxAWtk/sLd10vsv2B1eYZjHdVNmC2I3e26oawDobzDscYx4M8VyFqkHQGvFlMChi4yV2cFEl4vVpJbJaXz5NLHYQAwk+g+KSjsOiFCWQENsnTA57WWzpM1yKIEuZHdaqSRiUVkBdipK1X7ScZZYVs4TqSMof/YRIMvAPeIV0R55W2RcsnHDOm3lq4YsAkgqyXu0xbkyaQwhfn4A7A/w11dlxqknJhbF/pA6gAdFO0dMlQgXCO0+0kpMJqAoKkcIgZVqGq5QN+ZQs6ecWG+i4DkebTnHoHIQSKDA1TSDG04R40bwCiImH4tQ128KS7si2dSV8z3vHsa9IEz0Y5Kov0ATsxPwDWEgieAVgWDoEg6eNsopHSg5nKlLurq8yCEdm+9WlpUVgcXbybJQ+tL+14UAeVB5b8KONUy0JBs7yu6d8hnqtFmJWAikJzvl8p7uiaIZW0nLdouzQ2qMClW5xYUOD1ytpXNpR7aL9wLb6CBA1jb07K9s5y331vpVlBzi4b1XKuBx4DQPVuVzWaRtgn+XEenl1UA1LkfVfqCsE4A5bQV+qnS6FbIrqAvkIYrEMwzWPZKc5PlMugKmVt2rdywKLlI38j4dPesKAqmdBEA0vZ6njI2OW+m1leem3PekXplfnL+OcBD4FnG3VyXG6TQB7UKC2WepVlAHjm2RIYDhBGUgZUhNhl4wnx5XkUFFC2vQcCSqXVyX0FABcUh1ougWYrkCSkbwi8iqK1pdhoirGg1AE1r3OCeo7CZKAH5chcL06iFxE9pdxCwOwTXigp47xsX7nK+EdvcaBSbJLuBaD1pMVkLdEBxv3+NjLP4TkvL+qiwYL1UOATlQbVPKkdi/eucRN62hhrsIgqNl0HaiFCgBu1pNgRwIZ2CVYvE02wvrQnhuWrNV3qxzkASfFYtIROLqe5pJ+OAgUfCvBT2pJNvMSSn99Jr4nkHl63IgV2vm677qvk0ulIxTcLTt/jRsVZ6vpzXVN7qFriAQumfbuEuAlRsviqOpbadkcV6hpXLr1wn8qD2VQIK78c2ztaTWgaDH3zMSgBFdDsjXArkQVFRT5O+r6cdT7wDs+suk/3HvFx7lSsOAOmQJTKNP2/v+3lGzY2hrg0gDkLPN2ntxarriNFcupsA89PTPzWs17UVcTmoRRTMf35q/WhmD0QC7MRanQ22a26l1nCf0zItc8jlFV8+kIU+/ieCMfRhGftGLZRgpbB5CjwFyJF0Hei6pt6BGg46DAVHqQf2lYN1N10CKbVUvBgZzOoSGzsE0Ig/W4pbFsHVYjGPMPgpcPY1um47ERqIwJ66XIGRPkJfPU+Jn7k+3KHCjzUX2oRJfxOXG12Qbi317wBC+H93nXY6lc16xGOBf1dPiZ7zpMCnW6KVrQZ78FRet+JFaPp8tCiNg2LQ2q+fStsM6JborKDlS0TEfaeyKbshmb9Pd5jUiRaz5OGfOs4a/66vMqxXDHbS74eoPnXtQfhAlH5vc6Nb2ALOlUmEbb4s53vBdalBCkAfnK3TtxME62o9rVFEJm431WhJPN+qxsNlpQOk0z1YAhHwALjLYb1SnCkcjASEPALGEFw+vMK+YWwjwSoBVtmSoGiuT7VUVChXpjUnhvubRXANllXW3PS3jc91wPk9GXQE9DAHo1fTIlVRyNav56UgRpefgFsASUTBSAHG+zy8Ly9ARO5jdBqZ1FMXk7pgEvqQLksLmqjzVrL2CiJ4Wj6bCjCxvCtf1bqWgzXXV69zdnGzrhq+rEqBt3eJdefvIjy07Ut4f5qHa9VckG5wZaG1u6dtSlQDtPWkhuBnixUl0iPwrLiktl2fP1ahbksHpz4v1tum7rKaKXyHi9A+ApP0PyDpCCCGZgUKvwN9Fxvhz5L4y+8pEEkdez36d62fywdVVhowKTjCYjTebIG1L2IW0A7Ko5bL74y2FhmooDsL3jp2XWp337ICRdwLxQCItmlLXcthC1Buo2+ZlBY2Bh+/RYbipQNFDwzT59u+YDupe3VxUpkDTyMN/fjnDCIQJtzg51NpGmfwAGDdPaLhwN6eQ+llZOHURgd99oP2n+tW/JV2swuy4RLBm9O4MGzp2AcZjJCek9bqYmA9Ak2W5lJxxURobj2NN0NcFF0bru4+uowKA1DowmDbVbixnlbnFhzU1m5lu9Bm2cnnr67S4ArTfimMouqh50FTRn/X+d2tGXQFyrobyd8T2vsYEUGrwjLMcTgId3qvp6WNl86Dut6p0rd4H/v2SRAgkPk0V8AKBXA7gSBbGKIEWcsju9d9vi9Z/ARInW8qYB8XTxf+SLesGIkgUbqG8SDyhmVpH7EMnW5wXkvv6rycKkzFUN3+pdOiHICd9ehf50PyG3mO77dF9g420o+hj8hTqhChj1t6gTQo5qLrUoOURgWtp8WZWDWf7SQyAz+zn11dFMHlQo1SwKxqfcJAqiU1ht92wFIKljPrLkBIhA0n62UxMBnc5zYgdW/PNepPffG2qxxLwT/TzJxB2C4ZYPWkzSQJlV5JkyvpWbCstLys0WfwF8HFNgawQX8n+/g5gOgOcgHSBPKiWwpttX2hHSaT1CUGxfi6G8ggp9WkQnzrdfJ5PxnEevTI7raFieMgqNo7QYkShaHMaMI0jRbLoXsSgvtxjcKNfMwI1xBannjfENtMEGU5nraNvb7eTZSzVu/lYHXn79LTcKeP9aQqBOuuYD3pnoYKWn3ua9ujBxQVAM1yZuCBjutgbSu9hW+Ut/RyXloaEHJJgcwVajmhr7ZOZ91XkHylY2LmWVf3qiqBYb7QpK+Yju1Jsj+4LmVeelkBSN8rHRwoPRME66psPQpaN0z2jYHP+xhV5a27oqPH4qLrUrv7GNlTv8sD0QZ2t4D9982PYCbBGNSgYay6Ge1sXkHdAst5vw/wHcP+FnDyErD/fhNypa8H8XRkWDnWox+hkASSSdmIv8kUYT4JnRGCEOPVBs4AKg5avR7HriL1CjTIAJR92aqhqTCUfAKgJe50TUzapIsNNVyc6YN7T/I3HbCQ+qBPqOf3gvAWQc88fQufDUHLVM3d3SlbF8Rq2Yb1Qtm1yLqn6E+ljddPLDvmYaXVsfG0bieU3XzqrlM+cmsX0la15HLdV5OjQ9jGfjzFti/NctSw/17v5ZxzUXDBqnM8nBfkGPYdJiQfKpWsl4Zva1/28W3dI9G8HrqTSXAlT8aBHlPBP1qJTicdK/pb76f+d2WBeS6xLurazGXPwAuG7kJmOiQwyWDIV8Vi87WfOh8pLsoQMW0yJicAPbsutSW17QuWBULdzgzszOVgfR5JBFJprxUZeEEjEGGZJ4/dZGYEn9Rpd7tphb53WtQkgP6bhyV6p4nLJ7jK0N93K2KDH8XtzxsXzIQ/25J94HPLpSVUoUOG13dFIDrdtDgB5GPleQSVuJyU9io8i+Sb/fzAF5v+AAAgAElEQVQmi6e5y4PSoQ7iblV5e6Rf+Klb6iySNpztJG2nD384iwdA2FdSNGokvgjW8SrvoT/zshncIO13flF3zQ5YbsVlEBQYFETqovP+IV2sBz4431mnE60XXjsBlEKX31KEf9v8WxpbnOOqc4Kd72o/97HNKNvsctYj3xWYtE/10sMAna9EEDMC0Rd2Cw8HIFB6sV9Tf3Rg7v3qvCvRg1nmeB+2dns5YhUF/l5a3mhySZTusvXynVfF0iwC/PnsLfa9f08eJkDkEYQnTdrohI/vDaB55LrUlhStFI/qoUZEN4t0SBiEiNpCiNJqgLS1rUuACcOzDOlUt66sRocBTQCUvuGr1pvPdSsXf5wmL50JDH2LFrZBtNlqGdDHHNc4TRkiaW+6k8XgohNhngejTuSG/BTUFTj1st4Gz2+iWYZ5H6R2G9+rIETtPLQRTejIUQ1eDuu3dUWl0kOEEbVCnb8A3JUWeKR0/shLGcJxGyuG3cEh7cyWimrRrPNwAGLpNFnO+jqXMD623hYuKA4L1du40jzzJsUVUIAepVjBRtu+nTSlgEETcggjgGqhiLub75v2SenzsOrmchoKeEznPneSF5+ri4q8o8LUFYbSeV/5UurmIJLq1SuA6uIt8FN+o3KFbukxvyyV1fMBdDfjrr/fx4DkTSuL/C59GKzilj5MJYiyAlQ+CTSi0qW8T0Vh7e8u5/Co6a6oCO3v4rrcIAXg/J4SQ73RGdcBZ9+jeshA4aTLNQpUfvLMFR3krsWo6Q4CRH/fAcQsMJE/E2ExlN0Epm6hpMzkQn0CQnWCn8BYAj38UoBRzaaYWH6GGrIOF56su5enAzgxrLsjhNGzi8LvyaAfwGiVPGSgsu4B4HywUUlownDpL/oGsAZ3O3neIui23L+tvdmF6UcyiD8e6AKJGq6DBxUPCcUNQEprTvc+W+J9da0EgKSgyn2gwl0174K+27gEA3GfPe3zvmFq/fN99xitt1UBFFyMG+Ch/aRLs7R8lw9xqzmImCgLVjeTHeZerAtojoMMbjrRX7YuA1wWsIhF69bGjGxDFdxqBJQ87gR4dLwxym290kHCyyVYWPytYyu7jGeuRh1jOrfrYCbjaVAgZfw4IAmwby00fXcmMo75JJprH2W3cC3HvBz1HtzputwgZcD+tnXCITGCAkZzx1AQAt2CGjRXk0HZ3gtzXhPAAXp6Ff56lLVqOyyXLpVaR9E6dxjmU0oCY7+fBFB3mylhxnROi5l2CKmnalV5IDHvbXwvuAOAMLAAxOg6GYReTwU4PlO3iA6UVp7vIL6XRZZerwRaTYmgFazWxiKWss91yKDPl/JSvdGBJGxqK2AM9OdZ6bClCTbtI1Uq5JPPfX5GJsPJt4soUUGLLx2gOF+lNPcQ8s1cGGYQ3LjTQtuhRF1iVBCpRfM990Q012w9sbbWUaMNgU57tfbcQiQYkW+2bnkV6/d16yKtY3dnFq+b84jyO3r/BOtYFAn259Q9q4qc8m/pPJeterf+8rjSsmWsBABh/zTauFxMSiDzURlGy9rBiSCmfC9ttqbgZUVSAdYtKJGJd2tJXeo5KY/oEjBybZfMNOtYAFj6pPfuTBhC3QLNl0u3SS2kfUgaz1o0rhhmi6jtbD0rrp73PIGmVZYWFZjqbZI/NRJqymuvc6dRf+6FlvaTFlvWjhZUS2CrBS5rH7C2NRJQ0CAxfNKwAObTB1PeJcTrwzQiRDzrrbdFjwRXN4+31+copN77Ap6YzDOE6kGCrb0SBapCYRZpt+0KbLMezQehydYFJfdM076gRr+JheqKQxOqDhoS1KPWolvgG4I7DxD6KNgrX7c27GRz5DAfaLFMAo/vHC4KlglPckGy1pXeiuVQdzZY1r47hK9nbAtyuYVT3qrHvRAytlXTpwWjiiYAn/9TQVrQ0/PZslroI5+jauWpYuZ1ET7jd+cbVQSE/tzlI2yjxi61mE8xREscsa1+sf9E2FOGBGWy5c1y8iGP3r4ThG2RgkKZyvSylDcXYCtAKRKgk+gTZEBSto9dl9uSKn1OR8OF9TN0FH3l1Mw0PL0Rn0Jrd25BAGonu/aju6yL1aBRL4AwetagFri1NLiVzPzk0OzHDZFj6MKP9egWVxk0Jr9EG9YruAdUg6Og0Hfv4hrmU9SiQL+HNPjUNeZ1EyGVgVVdLJVGNEl6u7oPvc+FhEEqg8jzUaHd+tt379Zth9DA52QSno2eP7foClY1Nf2Wp9OMACiDWTX1Tec6lrqIPAgOEdKk0bJ2EFS3odcxWXpZO+d6Md8TsCTaU7gvvSy6C8mbOjZ8wacAritikhfron0fjp8Q/nKX8S6+P1OmAvjy3WYZeN9qfVo+IQoz8XMGSudPVWhFoXGgFdnk9U2A4HWlDCnpvrTF+8NGGdEr0nbg4NZI4q3J4BnoMZtuUNBZ5vX1K8mdi67LDVKIgr5IZwyuIfTvZCoNbWXH2E588oh5uFnOQSnApq4BHxwyOatgGNxhKhzZHlkE5y4rdMGmVpM3TQQFKEBFO45Em9wiw0vACGSwKv38naW3cdDcEmioiyPP62gZ6hfP7gWnqWjzgNRBgZDuGrEyAcAPCmzW1BJoHcvTfnILTQcn+9+FTCdQmAhXmmyd1np5AIXJb0h5iKCwHLorslvV3SUXLKM2HrK7VedVdV7Q3ZvaB1n4g2NvFJRq5Q+uIoLDvt/TIAa1MGeuVbWEAAE9S/kmXvQ2J54KLmHr9SZdBvcyksAv6AJby1B+zyAh5SsIqvIa5nGFViF0PgMBhDYyHpXn1LNCWu/OutUOIM7xW69PUNTZNvFa8fDJMKVgWm4JfDjQ48j1/wOQahpxW3PE6KugjRbpKGFoPzWTWqX4TbWTeAW3jHZC0nwGhrTYMRlcdL80Bdj+jg2C0esTiCHtdsYpWNru57zncy5kwjQII30B21nUsFs9woDPdJJ7VhLtEPMZBjnTU3hOgJb9WLQNzEuvLX6vO2b3CXJ1HQULRMAnuHiSkND+96Ni2M+0pBXcAMzWN2VhnANzeI8RWM7nTaAs53WXkxBCLPQnoGk7c9lqRWfe530VqoN7S5QHzhsN1kt7zt3Sc/6cPxoUItnmyN/bZC5QxrYrWyq4ReGwPA8lFm92TTmdJjwYeBiJDgJ6Xgdtp7r21GVmPS/+dqBknikAQ9P6rZlyLXXbTntkaAD9bawzIHOaOobX+AfMAyzUXTzs93gX16WekwKA0tYaoWmS9Qsik5toa40ZFiBYGnEn4wYeB/N5IWWyPG+iGqu7AkUrVl+2akm6eJguBmWuICTbNjMe3tl6znco8Ea15+39wvm2PBFczLeD8brxnzIRhdDeYBuwWIkDrKBu36TgReGZB0/S9oJbZJNPGeDubkuCPrhlDFFgiNbobd56H+tuH5UnKm1rf2PUGFkerVwts1Rw0B22g0CipaNr36j9NwHoE9WJrwaNHnEOapjbswhIzGPIbyE9+vvBGtU2t3FVeGwL68E5QUbHAoGX2E6g9x0BzueVVLnQum5y30SwC4iyfrzC3BOBKsmA4XtpQnON/OC0Ii/puEzKVHiugAV5X36rq9LLgdCG2ah8kTormP8/5L1dqK5Zdhb6zDnfb629d1XtKjrYVTYq5E4bxQsjSSEneNGkwSjkJF4IQRQCAakI/iIB6YM5BxpyIwhq7ow3ufEiin3QQ5NIR7FsJFcaNHghJ5GmutsTu3bX3mut73vfOc/FGM8Yz5xrVfeuHA+6yQt7r7W+7/2Z7/wZzxjP+JlTUrKuMY6bhIKvii8t9+hH9pcCJg+VSQKm0f8ds+w7cgyUvVpp5ZcFq1capCIHCQPtYtxqLCwIAAiwRCkYhrVG55YcKL8WFFwnCWAgJbIK4IEMRFi0chUG9zScEATyXD+XQRW5uAeUhlTLbRWG6gNSuioSnYdtejjRFrLACua2jwqgAR0eSKGgBHnHZbGs7xsJhqsGibxfPE/eQX1Fcaos+CFAVbqfyvdfuPLoEw+cYDg0o9T4ALaPfpBISWBbfHw1XHqlh8qA7wCcYxDj4XOpL+fHYkfOYYJKzFsB7oF8pipUQc9VGRbpywiuWLT4KbQbuc5U6DDIQQUhx20V2BR+aiHH2IiCoomqcS+ZT32h0abajEOepf2goOHvMn/gn4mFoxaZAqW9OILOnCpCqEDW99NrH1L+ljaqdT6Btm7KqGtWn69rr8yPWwGB8yvaJ+2N7x9o72RxDrHcZT6GIXCIvIL5alm6q+4+ni9xvNIgFaVWYADFxV+dtuuM6Gop1ELDUo1ENEIK/boPHNd2cumY6olF5y4DS2E6IAuVp/Z87sTjL1aJ3lO3yg6fB59X81nx3EXoT8VmRevhM2ov4iDWxub7hODlZK5AL8yLKfe1ef99DNwTYJNAUfBerwcmwTkeWoy6CEXoVxEy09gUgHtFjWI766ZAGt4Hc+CBRtmRZlIhxr7rAkIxFi5wo9qDaLP2LHlZpdCGUFje9nZJek8d0lRKSkfsTzRZ7ZA5QoUNiJJek6Uvgm9SmPxvrerA/ojcKhW07L8j378evj7ZDllrkH6cqES/h4aTc+uOsDLGfF1YQkwwFkCa0jkeEuhFxg0CWAWZV8V+WRKEVZFSf5haQ/co8JrPU4o/DpEREwBr25FjUshE8DwAaNlugtKkQAjgrIm6Kx3J8WW9PqXaoy179rPNmeL+X583nbUaARoML3O82iAlqB0+E0fvfrIcqv1RyarKqonhvvDgjqWs3dXOTiWODNldnY+QyVwODa2dJ0QIWlIxosXqRFYrYxXOUckb8uxF8yFATuY1sr3rpEvQcsARP108B/AE4YHCbedHSYEki2D1Ca2Uyz0Njc9Qym8s/atgE4PHdsv7Hvm8exTNJEx8/6gA8RHnTDSJ5JaEoiDjOhrQTyVApd0NkxMlx1nzk1AR5XPCH9Rm66hfpTAaPr+PK5k3ev8lgIF9NFVTOCTAgu/QlvshQYfAwrGrhyloK+XNnyqUtd+nUkwiABlqvu5YHRtMlgxnz8kHdKYOsMwSOGdyYqiyEXPE+74LVQ4AugvBQ2t6VWRXyn5VOpTqUoUg7vOA9TOxMWNphwBnnKNzW67RecF7KP2tFnfRfuF9RTZM1N6QNYAFlHQ9jlxDOg/beYSSUTsAli3zoKCVVfy44yUNrv9JDy7mlbaA/b1fL/4kWhCC4ASeUdK/U1zbtkkoVRggQj4oOORkqGlt6QRSCi/AtOeE1MHXayYA6vNCDvqJC0M1vSLPXycusp90AeR3tniVnkqfRomf8cwB9NOYrIEJFETLHt9ptrEtD83cBejVktD35bPWuaBCZdKwdfHxEM1ax+Ch0Gf9p5u5hU9lAdYQKDWvIyjEdwNZ+WARfHx2tFPBwb+nM3yiyRh04O/GZEqlamgtaVJyGQkwAUiL0hHPojDk+tCj5FgRwKxPPdrLdwnQbeVjG/YqfUHw4fpzQBvFkrej3+rST/5cWqETGGmbZez1PcJSmeaQrFsZ56BXi7RBAObe4UCgsiy6Te49Ka6yFujT5HP7lc6jOUqWClPIGEby+nrXXDS+N2D35OftDlasW9aCgloEUnjbbTsZk1W8VgMtXuZ4tUEKyM5aKYtjeLSVmZd1H1adAvME1ErUgKG/acDpr3moWKxWvAZSkIRwI3Uok0x9Empqh+a1aMQEj6BXDvOPxVFES/Z3WIGa561ANVF5mH8Pv4VfGwJSBCPfpwyzHvs2Umj556uWp2158KhL+/jrYmmun0+HAsMCxqtfS7cjHyz0O3KM79FKovlqO9sdgtaI8XQBEMnCVKZkvkw5KSJEufmi0kuTMjMSeFbw1o3mRkkAVAWC7Qlfm4zp6mulL0RTE9jvfUtgm2guvkvJZ07XRv+6z6Ij+j/q9xGY1ghABXQeFRL8kO+aNKD8rfeSfoi1SyVC2r3Ou7yJ/1TAKtmX99abn6t9GN/J+lgt05iTy720TbR6jusRpZhGAfq1/VNfKNs1yUuZBxN92xNoAPsZm7b6vAhKVgAqQtJFhsW8BhDFhl/ieKXpPpYOYedS67MtPPI0LccCLs5jHii7D62mksUguakaZDGLSYxhvzJaSYX7vfwpEXiTpSHXcUEpRQNgdvAvBXHjIFANeYxSP9JeCDgqxWDvWOI9xyHXs82qQQ6gnksuyPX9tG1+6xUs4uhLH2m72TeYvweQVhyvJ0iKgJt8VLHwFfGAObprTIEra5u79xuVmugvCmEdTwhwU0nRZNCSYBBzjJFb4ucKbTusfRFUIiiDolEFQe4zKUZl7quYTw1GN0oVCM5hZQBWX0rQzFRgpK1sy1wXMJ3rQcGJUhRtJbDJHFFLZ8pRU8Vim8/F0mfTOOnfC30c7RnSxJKfxf30JzADNeT79W9kG4vKBfk8ojYXUAsAIzujASiilER7hpynsgwSaer3Lh2odzIWY1baC3M4F+U0gNCpbDMa7Pd6thfrv1N8UsFvd+tr3cjtOBmNENvDq/Z7IZ3ggqbZ4inHQIFHfbUcALOebBuOmEALXVIPYH+EiZ6ZtJ4h/gfVboEJMLrQibrVNDXNfmV13crhOwBz12Ex+ynQ6rLQdJENyL1dKK4+o8K2Lxpe3Ks5faRWiwoF5GKYBCRwf3FLe7TvdLwnCmYBjslqc4GsAi0c1ZHAK4mcy3iE4JTn6T25YElRMTmY1wQ1q4cCPUSgAxkEoTRrQYT3DyCjR7sAlYLdYs1MT/dn9ur39PYwMnKaJz4fAohCeZH3PxIAurwHkOuRn8fWGA4mTO0A3Fck63Idw+neKnCrtIcAtvTDx1GP03gsc16tdjywTjlvJ9Dl2CDvMQHzqlTJ+w2PNNbk5liP8UC5jP06ss1cU6UD7ZYUKkLeFLeGtL8GFRfMYxdtb5iqn3Aukyoexai7KtXysx5jvnMZvpdfQVy/KqLf7XilQcoQe6BdioQBp+CxjdQ4AayXQnC4kAJy64bV/GRpJFQDreOqoF6YrzSiKGY9rM+jmrRqtQ9o2QGa3o7QdAlUPF8WCN/puALuvmdg/8wdxosNT/7vLczxNZqPTvoq7ZisNz6f2s++rGG1rnxiKodPx35o+JD7r8IA+RyeNvmfCJZiHY86g1lo/hz7sdxfNW15N343IAvwwD1LaiK/2S+t5GLGCAc+9wHLiusCHJ57o1ZGgM4DY7EqBipkp3ZxHFr+jHNXv1WZ76GK0WRJwO7fMYM4KevYSdgpvK6f81kCBkoh6TxIYJ9Zjug7odXWPuL7lNWSKDYHg0oEJssg/GlizU1zRhSY8VB/8dB1yDnZ5XN5j/h9GcMJsB5SBjjWOl/L3A49Vym5sHC69Qe31QjKkZGnvmbjfvo8tsf7qd7xHEbyIuQYu2Sac7rmXbbS91+OAYiPHzDj4fRCBcDHH680SNlkNk2MO3vaHjYpjEYtaOcRIbDRyX2mzTDE1PVJmnSPCx0fiN6AijIJRNVqJ/pErSp/Dts+meQl23bPjyPnAaYt7R+e0G7rFKihEVtqMUztkOfe05RlksY7VWlHCJyBcsySJgrSLpaOUjaQd1zfLxazhOTynAAXufeUAa/CgRSGPOOe4FPNmN+Jxk4gZNuyTfbpGJ5PRa20lqghScWpDItIQ1n2z5H+mJ7jYxQCWawHBZnJqS1zItq/AB6j6aK/PwaMI/JQ7q3+U83TCUVFAVbnSMnvIAI4Lc0yn6t+FwKBABfnx/EoBW4IfVHMRpG/47/svxh/ztNh55djltUPHaE8jrltZekz7dcHfVlKRarVNhC1IFEkuISpNYfjr6wlAHMAgr9jvxroJ6Dd5MNH9fvrGl/bPyQ6GQ403IFcQbSkPOGcpb+f3+uO1dzUsu7mk6IleHm0ds7Dx2oMf8fji1/8Iv7oH/2jeOONN/DpT38aP/IjP4Jf//Vfn865vb3Fe++9h+/5nu/B66+/jh/7sR/D17/+9emc3/iN38AP//AP48mTJ/j0pz+Nv/7X/zr2/SUJyvUFWEjUy21QMHMCNOc/tQBtUBAHIlpOzdG4t1hdfSuxEZyas0qTrFr8BFCLgIkIm4qM9BKtMe7REWHnnDTbc+Dx1xoef6OYKb1oR+WYo2iCL1ZhyfNJw4lWxb+DnhvZlvBZ+TutGiffZyowibzHxImXbHtojSuYaFtHvgctl8nvwsWzHA8FXIT2XJIKHtLmiTaFtCne0yPPWO6lZgCG3TO3r5iAHgQyua8KdHm/AJQyjw+kH7Tv4zuhDDXlIfpM2gFgCjPmOffmpp4vfRMWL4Vc0/mdfaP9X7X4LxUmL5LLrT2O67QINBCA41TkZ7S75r9oB99dgiMCKETpiXEtc3tjPssz4r3Lcr0ok7rGJmbhgTkdForKCoIBi74uR6zFRUlY6X61gihf6A5RhaAMA8TjSt7xmNtA+RZ7mtENssuOzEodNgemw2hB+tXNuhsP7gL80PGJQOorX/kK3nvvPfybf/Nv8OUvfxmXywU/9EM/hOfPn8c5f/kv/2X803/6T/GP/tE/wle+8hV87Wtfw4/+6I/G98dx4Id/+IdxPp/xr//1v8Y//If/ED//8z+PL3zhC5+kKXGMkmCiDsYqYY7lmDdlGzIAUfaocjM2pLYRAzhCc46jID5TjYohwBGSzGct2maY3xriuwhZLsR6GVntfTcAOn0EtFsDYd391G72ADi5BjmBjvLeurAEIALE5B4K0qoJ8+9V6wpBsYBWWJ96XVnu9YB2qlz8SjOsgiM0evbnAwJGLRsV0hMI6+8UKCLsZoqZwtkjBv05DHxhQAHfge/Noq6Tpt3lHda+4a+iEAXAsF/rch1mwTRZYyL89RnTGAlgdsk10rHMOZPJ9gHqpUyVxxUQuPb6ZhFp+5OB/VF+rgpgsACLAjD1zUMWI39nn+q6FCUNkO/H0lc6j5a+UQvqnk/qgbkcfy7zbLXAQkFTJURBVuRPuytoL2YFVpkEBZKQD93AqJ2X9d2zr4tcS5lInxSjqFGA7cY+C/+T9OnkP7t7ObqvjLHsrPcJjm9+85v49Kc/ja985Sv4wR/8QXz44Yf4Xb/rd+EXfuEX8Kf/9J8GAPzH//gf8Qf+wB/A+++/jx/4gR/AP/tn/wx/8k/+SXzta1/D22+/DQD4uZ/7OfyNv/E38M1vfhNXV1ff6ZEAgGfPnuHNN9/E9/3o/4Grcu25AFKTrZUFZOxnuwzs1yV8Qvd+eiRTOGIJNGuEEux5qkVMGrf/nHh6XRg+ERluOwl2JOiuztx7dAlsckwWnL8/28P30/ZQIJaO9Dn45/G8BYQe8mmpxmYPy+9WGkQ57YnfLvN10Q7X4LTUygow61FkYYXf7yHwe/Di+/3wkMb70DXqRwvfItu9uw+T9KDM04mCXJ8jfawLW/0qodRwnqvQFmGpwR4TOH6cENW5qu1Etn+dg3qdCvtBAOf9l7nDnxEG3lyb30YkNtcLsL0oWW+Ot1vWJJ8RVL/fX/PB1nd8qN0PAddDz7D+kGv1vWXeP9RGXqtzNqzdpW8ATKyIrpmJnvd70bVRJfABgFeEyL6b6lnKbgtToeQjn8NxqztBSmSc5EaFgsL3LubLR7HIPsqc/XKLr/6fX8CHH36Ip0+fPtDR/h4f+81LHB9++CEA4FOf+hQA4Fd/9VdxuVzwuc99Ls75/b//9+P3/b7fh/fffx8A8P777+MP/aE/FAAFAJ///Ofx7Nkz/Nqv/donen6GlvvCL2lK2gIesdhKt+ReAOHTUPO0eSJvfMYFpgBBgHGho2YukNfq37rYQzD7vY9HwP7EIgKPawOM6m2O61etDEmX1H3kpFPNTBZWBHKoaU1Lz4EAy3VhWQiNk5MPuUD4uScCqrZ37xo+omHa5Zaf8X4quCfNWYRzaLUKkHIeaoLwPQe3nl/nPisDk8+A5wDSluV5FKwxzqqY8PwHwG0030GYNSMfiCbU/pmoPaTQmoBSg3F4L5n/FNjqP1Vrd7UsinwXfUSACqDIwsz2rHyfyXLW32U9rPRUnNJLzM2pbdF/i/CX36eEZPabziter2O9KEjx99I2WjKTlfSAQVCWMdB/Ey1JGnNZ41Ob9J7+PPPx2Ptx2xbSctstYtuMWNMP0P4cLyq69RjGzLBsEctnybXNWZ2g/I6MIOQaquIWMd+xWVxkpUj9rXP6447fduBE7x1/6S/9JfyxP/bH8Af/4B8EAHzwwQe4urrCW2+9NZ379ttv44MPPohzFKD4Pb976Li7u8Pd3V38/ezZMwA2qMepxBbXkFp+zGBnhx1XJegX9XlQiGntv75lfkxUzQ4NkJFbBSwhlBFeJf0bDQ8CSBcH9L3adtTIj3kiKR0FlwcBZiJUUnuTHWdLmQQ/73kvlHkRIpGnw4Wj7RkAJNKodJE7HyM4AAPh49HAALDdGB0x+N4FkxOchzpg9R3tDxe8qtUuz4ucrqWv2AeTxqv5JfpM8e2o83zqd7nnVH0DBVovMEGFcygFO7/LskAIGldDsbWvRjXhFNYUkJb9yHlCoKJljSUyaxWqMSdUUBKEpnP9/cSy0jwo+uyiYgc/X5NyZYyiZmJP64n0uN1MhkevVwWhLP3Fd1zeOd73oeCSB4SoMgoDORe0v9Y5Gt3nzMVkQSHBVK2q1XeoNF+8kyiCcVDp3uVdMPe9XTPyd6EEYwwWgLLxGFMflO4RhS4Dox+oILp11i5mPVkAW0VYVPKO3+n4bYPUe++9h3//7/89/tW/+le/3Vu89PHFL34Rf+tv/a17n9cjkykLEEKrjFw0HPzuHd1biWAK1RInc5ZBFgcAKbzK3Jd0pHo5Fy5Ed/6WHVGfaoqQYh7McO7XB08neFCDwCwo1cKjoJNJjZLPngQNc5T0HVXA0W9HepTWoAIV25KyJ/tMjyHUYsMEGqMBYxvYX+sYjw+Ub5xQepk5c/6kUBHrb9QEND5LrTnlvkdB5gJRYCwaNa0mvuc9a1iUAxVucf1CoYYfgkWqrHQAACAASURBVBGewJzMXYDhN9FN9jgH7X464Ihzw6/FvCOpjhG+zZp9Pz1TlBEqLaOPKRJ1EnLa366Qqcat80GjwCJUXwB7OICtW9AEFSf+t9VCDb+IgIpas2HliZLB86IJnAsfY5FM8/yBefIgtbwoPDFn63LN0q8KXLoTwGS1DUxzTgsERH/QGoqXkWfJfew9XY6JMqbtmtYvlc2e32nEqAaeTYEm0gZTSIQq3AE0t9IuVrC7nXtUzdEcq+90/Lbovp/6qZ/Cl770JfyLf/Ev8Ht+z++Jz9955x2cz2d861vfms7/+te/jnfeeSfOWaP9+DfPWY+f/umfxocffhj/fvM3fxNATvTRPH/JNbtRkuM+rgr2R2U2Z73TCmkvIJx+4YSmMKI5fTFTt2/FQypHzJRY6DJ5kw5ZQIgThAEWZzlPAMN+QU44GXj16+jkn4S6aNJ0clpo9Egz3QFTNanJXwSEJbL6ZMq4345J4MXYJCiWA9ieV2z/9YR2azN8bJioG6VVp2AL1XzjJf2H0Dr3nMkyRnoffY+1MkWE7xcBIlFqLAjiPghP+3nJuffoqocorrL8zY8jQtD+BUDB5j3Bp7eC45S5KIUh8aSj5f3VUov2F0wb07H6A2viAfZ7zEmZ5+uOxFMwkFBv8Z6yBqbPOKdEWKu1EEFPOu8VxOT32BRy5D3sy/nnRGkua/ce+zANTP7UiFxVWqZ31DZSORAaTRVUBn1xnTaJ1I01+4BycY+SHvncoPq8L8JCJVWvOWhcAx0hN3hub7ltUVp4I4CMKTHtrnuisjWC/ve+FbTblJ0vc3wikBpj4Kd+6qfwi7/4i/jlX/5lfO/3fu/0/R/5I38Ep9MJv/RLvxSf/fqv/zp+4zd+A++++y4A4N1338W/+3f/Dt/4xjfinC9/+ct4+vQpPvvZzz743Ovrazx9+nT6ByBymBhRxQ4rPtDkTbfbMXVgWltzYAGP7oJT+ft+QggA+qLUYUyKbarJxgEXWixpEIkEvGDKYQD8/AWQ+B21qvhOrMAAVlkcmku1LtjJMlmERPw7lu8EONeFpsd07gHUS0G7KTh9u0TljeN64Hgs1mkz/9xxhawLp4Ku2ljE87nwFOQg7+v9M0XHCbhFcIUIOU2MXvssrNRFyD2UmKwCO65l3wjFOs0LtjEsu/IggDFhmPR0fN7yd9azy74p8xgpCAMow2pDxnblBFm+i/7O60Q5y1JiAlTFx8uvI9ugbbgHBFR6VsHqa5r9ruC/KkiqUEx9L/Pj4wIa2IapfQRNvZ9aJ6JglnW++PPulakCUglc5gDlQjubHKAs601SJgqSppQ2WH+M+V2lLxggBumDsNYE2KkgaX3TGpHSAlDyfFr4++OKeicBNgWodyMssXZzzMzBdzg+Ed333nvv4Rd+4RfwT/7JP8Ebb7wRPqQ333wTjx8/xptvvomf+ImfwF/5K38Fn/rUp/D06VP8xb/4F/Huu+/iB37gBwAAP/RDP4TPfvaz+LN/9s/iZ3/2Z/HBBx/gb/7Nv4n33nsP19fXn6Q56K1g8yKysTGbL5x217E/rkYHupbYLp5I5tWVJ9MVyIlZEaVKuDCiQoTTIFGNQgRkDLJSJAMBoqGhIyfculiCrvBF10nJySKcKAxOfgUcPXh/X+RWomY4qLnQEn+BWiBRqmcgfFCTkCOgCm/dRatUKzDArubfdQeO6oxQAyALbqpkLQA6LUx+vapaBJwiC5f+grr0OQUsNXQBjqgSIVr9g9rrBCpyPtu+jO9KY02CAYjopyJ+kWhXAdQvOtGURwoNju20C3HJv5XihN9zsvCGjP16qACvmABFgwLivC5jArmW/ezXD0hfrOdR8C/rVddBjC1kncm91ig4/Xwas/XQuUI6TilCZP9PwCDtHBxLn1NV59rig47HKhVeEkhCGZX1FHOwJ7gAyDxQyBiJPJj6LhRU3wNKdqvWdtpYjLToOO9kbtYd6FdlWoP1GDiYR3hd0W4eElj3j08EUn//7/99AMAf/+N/fPr8H/yDf4A//+f/PADgb//tv41aK37sx34Md3d3+PznP4+/9/f+XpzbWsOXvvQl/IW/8Bfw7rvv4rXXXsOf+3N/Dj/zMz/zSZpihyO7JpJxMPdH1TYuPDF6ZUSQBVjW5hg+WYwujJBwX8ChcQD399VRTZrhmJ68FtodUtMtfQDdyyh5WHKABifjnloSgPQziADVYAtG6KmjdRKuqs2N5Rz23anMlQ5EsCjtdY82kwU0UT/+vFj4fm68R897GP1XIrE6rqNj3++lfjYbjDxvcmSX/Mln96tcxGNVCob8gwCgCNnQ0BelYHX4T4qG0Ju8L/vdfpH2sJ1CWcZ9XOhO1kc4+Evex/vGAkVKtrUCY+R5qTiNoKw1aGPyNXA9sa9XBUmUhrAaBbBjDLTfkPdYrZipP9kGeVb4nYEECrkfIO1ax0Tuo8oDlUFVGArvz3MIsHX+XK21mIdFzhGQVuCnr0nLT033VGCSe0fe5ZIOY5HMlC/5LrR4AnzkfWLtyLhyXcZ0EbDRsbpXC3UYpdevCtpdj7VsbUNS0yUD16I6UFsmwccc/5/ypP5HHZEn9b/+79iuHqd26FrEcVVt8JrUUBsp2LnPlC68KpqpLo7YpO2EnEgysSOLegggqZOxcYAcFDanJ2XTPRbcVKDV+n6qSemCZIDCukjCopQF8GA+FMGHi9rffwI3Py+c9gRVAWoew7duCEtA/X0q3GVh8B3u0Sv88wGtl0e7y3PCsb5o2tYAzMLjAQ2VAmTV9kPQqgDiffgYHzfdc2p6B70HMAl3nsvxXq05gllUCvB9edRyyPF7oJ+oGDDnbCCFmQAK32OiABew5n3Dp7nPz3nIJxL+i7a8t2jvcQ0VKZkDOh/13abPFHzwwOerhFNFZlnP8b5qFQlDo22FzDlNeYj7quDn3BIFq8hzNFx8VbQemlN5//xQUxJ43aQsEijDspnlid1jxLn0ga39TdeG3jPzoDq4r1fkcKqSU4HRCtrNgXM94/3/63/7rnlSr3ztPnYOwMVVgEBvBD0CN4HLpaOM9CdROISQgwitPlB3u3ksNsw+rNEywnBU1ypOZYpcYTb2VB/OrzeNpKSWU+efulAAxPboYc0JlRY880p/IRcBQY0CTyk1hu2TLqCfTKOz2llAVEr6U9OsA6nts8P4a8lrw0o5ENuBsO9D8K2CwT/jPR6i7ib6iP2wLNLpd4JPQdBNallNu5ayPVRgroTe9Gt048wAmUXQBhjI4tXcnntzwPupjvTJ6PwJbV8FjlKFBRmy7r8rGGrfAgmI/QT06xHPqJeCdpvXash+0JZduljmb1gpyGeqL3EFrXUtriCkfTM9Q++jisUC4NOzl/Yr68B2BJWvQFvSfz0pPP4+bEPQaDDRtPqnI5dRr9V3LQ/0g1p13k8TKPHd1X8o76cKRiHY+f3pL64CRKSXrcA2gjWKvcBcZvSrCgZohcV0VXIee1BPPPMljgfE2atzxC61ncm7nEAWkdQ8aax6MMV2253+y4nTtxJlPMxPMsJysA8TFDj4WkdMfUxVtC+1tIBcOHUfPklGTJbkgu2e9+iQMbdDaTNOtomeUo2OAsvbpN9reLxOInuveQLFdfQ/iUYNmfiqPU+WTM3nrxp23F8W+j2KTf6OxVPzeo7HPd/SmH+uQm1a+D7ukdS9aKQcz6CTqgOVBHJMCpMKCKQypBKIYzfkXSZgZ99JO0gXDSkXpPdVBWp6tzr/i3au1pT3Xz8N7K8N7G8d2J9221DvActLLczJmmUfraAIeaYoDasFH30hQMaDa13bw/4MC0S1fWnjND+HfMa1x4hJqR0YCdtLJN/YrJ/4PAUBWrA693TDQGC2Zoa2U9/V22nKz5B1kEFivEYpdkhfjFZwea3guC7Tfa0ggBRBdrlA31S4Mooo4HtGCANAu7Ww8iy6bBHQx7UNZL0MlF02PDyYz7poHh9zvNKWVN8scCIqnV9nhB8Xc0wap//MtMptFEq36+BhtAQxABHPT+0wOGJaT63cX7AEIP+M4aSqIQeAqTBSTXQ5rx7uW1u1RMz3Up44hKxP/LEhogVDM+OE7PY7yCcXPoclfeZ+V6sthItftzpjg2JSQF+0zVAKBIwmQaXv6u8ZFsUDVOHQ3yl0VSA+oEVPi1uP9R70nxGkXQjVQ66l8Bw2rcpAbHGhz7sXlCD+P33/mBNUONh+CnXpYy0kG2MNb4syAEXuhfw9lBc++wDKUVD2kkoYr93z2ghYWOf0QCR8hgXGttd5rHQM4zl6LN+t1stKAaq/h2MwnSfzSSmxAL8NseM0RpmDHby/bZucEvRnzGddC7usW8j1y/tN9KO+iyjE4X9a3jPoQgVdJKj2K+D81kDzJPpY8zXBpSz37B44gZIRzdtNNysqUn4sQKKe+WBnty5uRTFdByaXyz5wPGpoo6O+ZO2+VxqkSofnccD2SRkGXO0YqH3giIgm5BbhUo0BQARXYKRAjtDLi0TlrVqc7CKqfqG6+xbvsjh14mkiplpIQP7NCJ4EtzJZDxM9cfjkGjMVtPpXQkBC2iOfa5SQWpFKh+nvq1+qIIF4+v6BKKtsVL5zWHRDBG7P+yl9EdpexwzY2mYVAmIJr7z9wAx0q5CdLD8qJGLxtDvpawUAEYRBP7Z8Rx3zewC0fD5p2pDPfO5MO7bysUqb8Zk6rmP5uVCG9QBwLii9YNwOo3L3ktbJA/e/Rzch+2+yhiqjTBFgkw3HdKw+k4/9fX2f9T7Idk0KENfTAlQoQG8jwufrbjImfTcJPBEWL9ZIMBPj4THSOTHRlgEyI/w6WqjY5oVEF+sLen+ULr5jKgYV2F+34gH9WRY0KGPE3AiqWtdCQab4sL17AlPdB/YnNbb4SAq5JNNxWLWV3gqwZUJvX7b7+bjjlQYpgKidGkOT5LHifOkoQ8xX37zQkx251wng2q5PAgDpW/IEYV1w1G4bd+uFXDvmCahRPCy3RLDqnud1XElIfEVELcYupkUmM3IyTYEMerhmpDRV0BVcTCJUlGfnZ5a4jLQYpEiq3SD7Y6osgFzAIaxEQ4/nsQ3SPtVsQ0jTv7JcMwmwRdhOlJ60cw3qeAg8HxKM4Sdq8z1tEUqbVGOWeaJ+ECoKKujUspvytJbnq6VFYIgAm/uvMlNe8DZTwRkilBbLDYfL7wMYZxM495LN/X5rv6kSpaAxdXXqeLP1OvJ6VVh0LiijsPqXVppXnxdtLHNb+5W1IfZOQvYPlvsoVbj6AuECnKHhoyY4DhnvB+8HZKReKMzD32UsCki6N9Z5FDSiViD3z9uLgnZXos1Vzi8HjFEaQCljUpS5e7KBbAG2IakORveNViJPjn7tehm+1kyGcnh7Kzh9tAP9d4Alpb4j2wYAUV+qVwtBLwFayK3mCSIchA1AKdjuxhxR55EX5RiAW05lICpbhxVWUljUy0AZJWsBsrGyaPtWnBJIIJ0SiovRjk2CQtjOaYGSH198IbFFPWbQ4H0mC4uTz+9j1qA7zTffaK4Dp29LSCtDl5U/L8hAC1m4xcFrAopF26YGx3fXcPWHACp++r97Vt1Ih/Zq0XDeVLZtZB/xummLa2k3t4yIg4K75mMmYRJ5c9kvkPPY7yFgHECmv0XoqsV+z1EPabO/r/Zxr7gndENg8xLR/O/RziLQpnPL/bZMIM42CcBoP+k6fMhDTrryIYVheo9oWI7rdB/OQT3f54TRuAPjKNNcKkcJS1lZjylPr8Py2UaO2cQ4CICogrNapMy/zD3sZEdcXa+StrICZuRQlfw+tpG/A66/5bTkeUw7I+RYZ0mjvvlGhnEvA5qw6Ao87DxrUJYD2B8V1Aq0W7G+NlZMsUsf/dcz+lVFbw8M+APHKw1SLJ5pgzXQnNZrdwN14gSypJENumsoEbpdUjtxELFggMwJYLTe5GimtufVyMtBSlGiZ5ZFD9B8RgyuLh5Wtmhnpy7PA4WTSQQqABQV7vKc7BO7X/XcHz4jIhplsSsIWhtyh2Ny2GEVNqBg3BMOLI+zglBw8iIcVooPKlhcMAVdoteJdh2L1RXNVbONPhdhPwkxBTxpNyP2JvpH76eAoxSfdofSiitAQz6HgXSkOKigVxp4tSgUoASgtb3r+EwgHs7x7Jt7tKJYsyu4aPt6za9WoFIrR4GPtS0BnxcqMAX4vtN7TFTmco1ajnHoPEDOFytNNvteSe/xunu0orQnthChsibXKTBTYVsrQ1DhCxnU535bn1kvOYZagWN6BvsiwHNge5GKZSjtraCODIjgPdplRKoM65WqRVcvA/tjbvwJ1LsBVOD0YgAdOB5Ru8r3rJeBdttxfvNk193IJPgOxysNUkwQC9DZge3cI6pEKwZYzhRMA6hY6AvrfFpHpES4fQf9QcyBYq4Tn0Fgi72lIAJz1fpEsyxh9ZWYlBolA2SV95DwopnTakJJwaoLkZSA5u9MQgDLZ6rNDqDd+TbxIiQnIa9husOBC5kHNoER8VgBQfUIoQD1WVHxmhbVQFhmYX0qDbaChQphBSo5JyyknoJ7FXKjIjT6AUw3mKhLtQr6/fNCK+f3MIBSwBnSxys4KBWmGnNQjwqMag32+Xrec/Vl8Rztv/iMVrG2C3N/3VNQ9N0f6i8BfFUqNLRe53RQpsv9tS1DgWC5t+ajYRjlBakYvgZGaJ9MpctEWZqUHQHK0sUvHR3hP3sCFCs8zC+yPL8j0z5cqQuQdcaF7gF7V3uo5luOCowTwq/BuXNcZ4h4dVo/75U+du4GUc8Dx3X1YDR4Dl7BdnNgf9zQjo5y03FcW4RfOQbajS2c47qinjv6qeJlQ9BfaZCqu1lMJSL34DH5bjUJNxxBBbKIqInTQcmIFWZVAxxs62ArSpsdWwYCmBi6zrB41lMLf5dEw4WG6ROaFSgYeGHv5s/oaQGGD4tloNjG4uc7TacLMjQ5EXKlIyockOJSyq52YGw2idsdpTRmQeWgpgEe1JjsMQZYRdsqIKH7ea1CPo5lkUbfMfx4jTD0e6/XBOW4gNBEt0nknfX73KbJelEg0OYqgOt5KxA8dL0It487HrQu2OaWgl3proliw9zXH2fZ3fNVIu+nuVcP3pd97vcIi0rv5WMRYMu2LAyF9hPHYaUtC+a2lp5gMs0lKjGQOTDug5rS4/cs6YE5iq7kPfQ5YaHye21vXDO8X3J9TZa6tDHaTlbAFefYBbrALB4tTdRnRbFvBeenJh/arTVUFW2TAS4HkQr3dtMjKpKFvPuVy7YD8Zx6MeMgQM3nYd0HtudWp68ezJEaGG2g3UmC5Hc4XmmQ4jFaySKbooEcV0u4JnIRmeaPAKWMpAFQCo6g3VLLGRWmAWgO0UgqEWOuHMH2cHJP0T0isK1dljjcRwJHUJSyIOqRJjiDLxiaimLtDZ+XhiZL30z0o2qF3uZ6wKgOFVAOUB/nI9Ls+inJU3dw1QhFIEoQqc8mc91koVOYUoBIAEa0UbT8eJYLJY51tGTRkiNwYOT39+gjyN/yjInGXBXDMf98iI4K38FCXek8VitkbUvMIx1juT7uzYCZpY0TfazCNqzjh8FzssxXMFjOmR65jPE9JQf3wY19EPlLbaDsvi48Nylqa659U+63n8nk8bcEGUw+Ix1rWR+8P/MCH/K16XwNRW1IZHHJ99Y5oAE98QwBKDRZR8hQ8OZJtkbbu/tB+mw04PJ04HitY3tWUS+2911jbiMUIOm+8LJpnvTf7jqOq2oVzpU2HcPPNZBqtx0YwFEqtnP3diqdBLRzx14emFgPHK80SIXj7/CO2p0uc4sj+O8dwasCRq8N1xL2RyVMXFpco9ngbG5FqF+j7iMov9IHxlbMJxVCe5gPxnOoMnzTpLaGhk6CyP1TUY2hAwyssAltJ1afhBO4SnhqZ+6WCE61pgiYWv09AkqApP38WDVCTaJUoVv8P5/jCN+fWKpBCY0S7200xkg/YMm2rvk3k7/DxySK/zqIlmiMH3RWdzwoWENWleyLnGDzO05Ulr/jSlnpOUrt8hnTO/AxSssNTE7tgfvhy0V+KkiF8H0ACMOi83MVLKO9/Ggs94G8J9eC9uOQU+W6qS8eet+Y54tSUWV8FsXueDzcFzN837aS/l8+l8/Z5v6x+w7gXNAOmecK5vIO6ltaKT1NL5kCY/xapq/E2PQ5EVqfkbRd3o/0Mv+OZ8j8HKUAdYRSO1VhcVl11CJgiQB1zl2dw7pzhK2tLDHHg5F8YQUOGH13VYNNOh7V8D+NrQAsj7QVYB/oVxXtxR5ume92vNxZ/5Me9SyZ0q5xqPNvu83vARfg3AzxGMHFcvIMAbaTV+hNqyR5W6OrMqqFxWxnrdD2ropnu6VXLyODMALYbMAZmDBTDmOa8MMncxRsVC1NIm802XWif1TDZHsJWKLdroJkojBg/rrS018X9AknOn8/MJX3N2rAx4jlqwj+vg1KAJTUQFRqM2gXZLBHWIMl250KjAhe0XjDQT1EoELeJ8ZgHpfJ+uHtFuCyOZa/85m0EsraXuQzQiliRQkRfrxPAI1aR/qOK+2oFnDFBPpxbXlAWI+5X0LbBu5V1JjuJX0Y1OJSUaPI/TU1Ig4K/uqA05zpqCOvh4CnzN3RbBfo/cmw3aAjWdzWuEZqKnjoXCE4TMEJ7I+Y65yjTmV5aguQW60HEzAFTEgfFUTEYPzNOe+yQRVVawv3h0Mo4hj3+7QM32D1DJw+LHj0zYbTM4ta5Lbv7c5klbozWIS4nXvSigNO+fV5rnFzTO+jSNL19+4nQ9z2Ykc9eoSkby9+J9B9lWBTLUHM/VDcfZdUWbvt2J/UiR7SIInQOC8jK3LTNAorJQGAvhZAhZmBGKNkbHAkarDbPUYt4TdS4AAIfAQg5Lb0DlY8GGmTmp6GhyMqF6gwVQpSSzWpUA8r62TWycY6bX7O6hRX7bUeLmMorA9E3bAobnoApfiCY/9hTq6mBmfKgVmpcCUhaAn2O2kTWlCrQJW2T4vXLb7SYStA3iOuFRpSfW9xqG+kZr+EYBnS5yLI1RLjMVkuMi+KKBpxLe8rgj5uJZbTRHHxmX7/0TDTRgKckaIx8jMg7xeW09JfCjzx3v4ZN4jUNvM91ALRElfa/3r/egFwsXVePLm4DFikq1J28D3JHnfUu4J6zkoLQd3Je/IZ6quK8wrrc5Z77WH/kWGwdWBf3osSRSqDq0XOZ3BHB1rdDIqI8HCMaJtWyuA2REyijaooY+C4Ak4vEPvXoTtweZBFbOdBGdCHV1IxBbhfIxTK0kfU57Oq5yX21qOPaX/c7H0cjOrFzqt3s1ztp5ezkV5pkOImbkbBITjYdHYPC4f0faX6VoJXrUc34bkZ6ETBRBSJ1Eu+2gS+J9kN0SwcTIJvJr3RioFSSTqrdEbylGlLDqVtShewqknhqPWj+RCAA0tsvWD3iPqCnAcBlNl/Ydb3nPAU6tQep00hBQQ0iXjQaU/hI/XN1PoIq04W6fC2Kfc+fFEymmkUoTALJgHMRReWoYAogzUmEPD3DUGwA8Oz5TVgYBKeAvAqTNmvCoKTFqvvuoBLWKrr+Ehfxf1VSRikpEXgjbktaj2Hb43fA1nvkd8JnX0PPJFzgpSU+s/iXURxiXnk/0JxUh8Rv9OxUMEr7R4t+6mw4LMrQkpdTcpYB7YboF9qFsbtFPw5VhDcUUsHsHsMX0f1UqJ/Z9AAosyaKluAb+/DQKcckyIKJPvP1qynrzhzokwChviKef+dzxmTT45tKsJ/MlJXw8jbJX+Pijn+2fbiwP6koZ3dD+U/Sx+o5z75oKx/jBpke9udBUu028Ossl7Rr1q0p1811Js7vMzxSoNU3QdwZZ17PCpB/3EcCUIGLhSAZsJG5AtyUZcdKBvCZI/6fFWA0C2A4xFwemEbK3KCcaG380DTrT+qVkr3HVVriQV5XEmZkp45M6vPAfDPJOE4kpHhIaheqcI0q0ygiz2ZgOCl+feUM7PNAjsE4TELTn7ezgPFqUzmXhRqwQPzbq3yLmVIpBYPF05VgfAA0CxSMHdHznvqthO0wEIYMGyMx8eAmzrOq1h9asGERdoQBWUDkOR9Jwe6Po9aOdtBgBJgC+GuFpjcawUjKhAUMCHsKfwUOBSoxtLvArIBXryu52sMCNBWpO9R7yXvG/ei1Tvk3DJfdw/49LxQeBbzTUFwSP+5QC8vsrbmRId5/0wRpgLQU+1CtzSG7H5s/ZQDohaXAqY9I+uExpr2+6piB0BSSxygFoWRSnKyJLl3HRUvta7ogtjuTDZstx3MCeW7BZ0Il1EuFy9vtLkgbIHLTWA0k6HYHchubZK0c0fZDbxYXAHyLvXuwPFkyyCKl3Q2vdI+KQBATT9PPVtnsaYUhQ2Qn/VTMWAR7Yf+EBNYIzQ9Bkdst162yCfcceUg4MVotSxSU/8RAYvbdgyZaMgJPQFUbADo50i0T5QoEadvClK7B83p7pO5XXIHTX2mWgyqMU++n67XzOX1c8dXBKjXS4ba695FSjOGcOwJjCEk6EM6/Hul1zgmV8D+xJSEFMojqFGCBcteGfXov09U2ohrdXtu+gLo+2PSaQhsvg8FdFn+xvxea0SdCtT1/aZiv349KZqwGsb8rBUgAjR8zFff00qt3rtG2k3rNp4hFpOeP1W/JzgpvYlsv1rYVd+fh7R99XWNOjDqQG+5Rqd3d/+RKlZV5lwoovJs61ubH8djD9G+G2i37qOh73lVMLS/199H9mHp5g9iW4Acw3rAt4gfGfzVxS/k15AuJcOg7FHcDwnQXUwPpfSqK9kxn3zN0F8+qpU2ohzNjQpVLjrLdKo4HjXvyx7jNraSeVXDvjuum7W7laAEyz5wXK/m38PHKw1SlqxrHbm9OMJvwZB0hkLWuxElPNrZPjuuM9gBQFCHutgY7l32Ydt50BLq8M/t2ihdz5yBPWexWlgEPnueCBx9JiN8xrIH1WAET7Y57MDL4gAAIABJREFUeGcqJpeRk5DCthZxwIpAEkECpAAJq1InvmhuekTiYEurdH4224WwyqYABAejyO9RuqXO91Itd39tYH/Cdo0QjAkSlErp1+MeN3RwT+/h1Zl5/xAotJK032BCJwSOONYnS0H6Tvtagzl4fQSZxNgjaKkAUPaBCHoC2BRlhrxHjCs/5jxcAQl5T54X7VcAUwtc+jss44ZgLPRQ6zKAQ6yesid4FJ2bruwo7ToFq1S5R88+1Gi7FO4LaPn9rPyXvfz2EWLbnrn9I1wHYX0fY5rHqnwBQsWxHuBIBc6AdEztLH2gSWWXKa9TFZTixWXL/JxyZKkjtqeTEZD+bHdjkRMDp+fd6EDZzNBqECYDdVzViFjuraCeO+qlY3u+4/JkA+sNmgwb4XrorQIuF0cpKG5toSLW3Hc7XmmQogVUjoH9ScPYMku6ntPBFxSdZ0BvDl4U4PXi4FU8xNL9WZp71U8GhhyAMqwsSLvrDmaYanrlNh95Hwp1llviIpysmj5ikqrpflyXiDTkvZJMRzh1VVvl87kBGenKCLoY8g8zUBh1lpOdkZEZZVhCCFDLiudQyO6pjau1EfSPt70ulsykrY5sjznLXcC14RrmrE5HsIkI7eJaK4VktoOLByHkYwzVilx2K+X34dsAJlBWH01EiHkkFbf24Ofqy1KBG8CrAOzgrcAxBb84qFAwreCd2q3/KXNP25OBPAJ24nSncsF+1sAQpQ4nqk6AhGCrodUKZNGPjekWVDTgymMqXtrH2p+T33KVhQLS7cbmbLApcRFi3pKd0FQPbWf0i26MKMpNRLuKshP3pGJ7AMdJFBJvdzAhPgfbXU+lgK4MX/8ZRs53QtCz7ewyDgbK3FrD1hIm1gnFfEmAAUk5Buqlxzzabg+3ogaOxw3b7WEUnyur9Xz4/LE+PT07+zgN9GuT0/ujFud9t+OV9kn1ZttyAAk4FKR1HwBNdQeQfrLBybwl+4xFElk4lqHjEYjSDIyCD/a+bSOT3dDMLxaDXoDm1c1JAcZeMJxgAxGJp5w4gQwtK6O385i09LWiBYEn/VUU1gQvz/SWUHbViHtNoWQhugXtku2JEi7ia6uXpERj8TV2GtIKRIKEjVv24WhmmUSQiFtzIZB9QZbd+sSKfjLQBfHs1cdic+K+gGafhRAZpi1akdvUUMPq6A6EK5jz9wsCOCg4ePDZ6pOIsjwuvKbAB46LtIF9F/5BWrwC5Aok03eK33oOv+oPfz9RhNpvuw+J+o8UzGF9ca8PhF5TyzwCHY68Zz8BxzVwXI9493IpBvK3JULHQ/jviFp2w/1ktt8bYu2EVUplgwrqnn+rX5J9yDZXjOjPIotQLR61LNkvYcVR8aBl78/jzgdcq+2Sa507MEQwA/I8rkW6EUoHtpsODFPMFeTbbQ6gFcpm1B2C8kaxZ4xibhErJItQvmMj2OJJuI+aJ/QWbN++4PzWFdpdh0USVpRTdVAb6K3ieHIyP5QzUe12Rz13vFzlvlfdkvIQRzo1y96nTqW5alqT+6SuZqdkO3f7zM1VCllaTKQHrfbfSHppyflod7nzZJa2L5artfiP+sYAhxSyEbwwaCXNtKEKi4k+KglYtHaiJApSq9I+YwCA0owoiJ1jI1CCAq8g6FCCflS80NB4OkkpXD1SiGNCAGLSIKmeaYG7ht3OuVeT0pr1MtDuLHIrNm9zC0L7KYStUo/yvrRsQunw+aBAHd+LryAsc6XJCKjI+wedtXwWzxafCPRctlkAIMdgece+3Hv9TqnVkc+0yYLJqoQ8I2i1kZ9PcwVzf7K9fBe1gmk5kjrk+X1ZPzonbfLAhaeFjtPaDovbrdOq9xdQn96Vz2ABZCqbK8hLu9VfFjSs9Kn6hUOBEfAFrZpD5o2fx+T57bZPzx0ltxpSio6KlDIZse4IMA3YnzSzes7phyouu/rJtnanH10LSFv/l7CGRgH6qUa5t/2x+Z5oxZ0+2sO3dDzesN0cBo4l5V69O0IpL7sp+L1VkzPXDcejZjtLvMTxaltSteB06cDFO/W6unZQQAqsXkYUPgSAdtPRr7PY7HGyMh9RBXiYhnE8tqxpjRbjUcZALxXt0hHh390+4xbLsTeMWC8TGHVLNmaoeHVLwSwu7oRpEy125RX6hO0KzfKQckzcsFH8A1ZVnRri8Dp/BB7RJEWDVB9P7HNT05oK4HF6NBcqAclBrFsuBem2oJkGF1hJpUIy5FVQBoUyAPSkMlRAa9BHtN8BhMIxBH2Ra0q2R62eSVAvRz1Glo7Sc0YJwGJVAt5nqghBEKI1O1I5QChY3mfz9JOJmI8cSOBfg2HUCtRr7/mOBBRHgeXHaL95Wzl+wwFXWQClEiNwQ9YP32u1alXpKwfQbkoC0SUtluZrKOhTtQxLPhvIKMxwUR7A8JMiIrIUoA9EgrP4ibTf6ln6bHnXFdSoANASSYV4xBqjf0mrZahrgNZU4b5yLosiCAvz+KmsoXLehflpdwYW/aqaknzxahB8Z/rAZS7anDCqb5prW8F+vaHdHu7bB+rZ3CTt5vCgis3+vnSMrYYM6adqVOIA9kcvBz+vNEi1c8d4lMlkFl3G3kQIt+O6uZWUwBWWxiUFruVR+d9Or1n5FY3YK2lhQRYXhTMQoBfFFiGaj4dvMiIQXhgyhHOx34+TXbNf+0Rzody3Ens90SKLGnjkwI8Rmni9WGWNgwnEvmCGUIkTXeRHAIKCswj5zOXKviNQraWaSHtGHxz2Tui2/8x2N8JhzhB6lrliYjOBNPZ7ombr/RKlhIr8TovkwAROk7VDevTI7yIsWd6b80l9PYALB+R8mrRpAsyY70FrnG1jcA23rAgrzds3+fHYDuRYqmIxlT4S2nSNtoNeL1ZW8TZHUq864aVdpcp78naHtGW1ZIa991BlhQL7MKsZJaNbCUwEXg1OqbQeFoWC4Fd2YH+ELJwsXcP3mQKQuC7o0+qIVAz2SQjtA9M6Wq244hnkSc1h8hFGH/lmqlEnb6RyQOWvRKUWl0leS68yGviw51HxK+cc13bTMZ40668zAYkyz6pIdPgzhiu9e8dwqo7rq7eC6//nFreffoxyZALv9tEF/dr9UZtRjP3KFfco1wb0raLuRg3yunFySvJ3QhV0AEC3nKR+qih7R3Pz+rhuKUiaD8aR1kOBDDgQFShWR/TwDO56SLIarSe3LKYFAwrWpL56BHQA2zGwP65hIWXotFlPx7UR67UbZ80cquNkbTyuMVF86vOxPAdpPwGD2q1w7qQRCA69FTSCzTGbDxTmQe/R8ugAnIogbWl0ngON06p9Y+Hb7FcADvZJUSbHnwDIdrczMrm6mJCMenwE28NfrWIGIBfwtGoimZX+ELcONCKOYEfhHDktZdZag0qtCcpaoZ5jw60ZEvm8KwbSanLg5hwqYwSglzEwelppZSC2nFGrL5QL5HPS2hVf6AOKiVqe9Yx41mRpd5OtETwRFiRmgAVSKfF5GArNsp2NCu+gEIWK5NYv4XcVwBjVX5EKXjEljluXr75eU2wSoKbUBVcGCVgcu2mnaKGI00LODjffnLgZHODbRYCep48xKVdAAlT0gwdw1YPBYDmP+qmgnJHb+1AxcqWXfiPWF+X9+1bQSwnrh6Hl7Xa3YgfX1ai/zWTb5c1rtNtu4eQnywsdJwOf/VELWvHqv52xv7bF/CqdMrN64e2C45EZDNvzHeX2jJc5XmmfFPNj+skEO2m347qh3R0OEiOd37DJdVzX8LGEQ/PcY2GoP6ede2gw4dfaZl/M4dZOTPx9GK14yoU5mgHOcV0iKY5hrLFdPYMQYpDNTKePy0qPIHIrTs8tNH67G2YBulWkoKmUn3LQ5tRku0kdltTwkf6sLtzxQ7X61IpIQZmLDZBwWLGytC20TvqW1nDQr2rx0Ro5UnCEYHaBPGn+1LIdVMMXFXPIr+G5VDgJaEf+5Pzh2IfG62CZxYGzjmI5BrihXTxX2g/p68jdkjqMYZ0StISSC6HLz9ZafyEMpa85t0b6cyJQgsPc87rZN+f3Z0JzTosA2HkTzhKBO/TNUNEJ/270jb1/vSDmOH13QTV7wWW1hCOtQYS6gnA/DfTrgbFB8o1KKkRD+lHou+JKn41NjrGOOyvN2BrHNL5q+ZHmy+TaHmNBcLI6f5zTtHgyuba34v707NtQQpk+wZ2+awlqdrs5sn+Epq8Xo/4AmIJ+7ri8cXK/lblA2s0Rc6mfzKfULhkgMUpx1siiqI/Hm/ejR1bv4tPf7D321xtQDKz2J8yK/87HK21JxbbFu1NvW8X+yExQWlLt3ANE0gmOoFFUgDM6BnATuZV4DkMxD9ccjkclAgMmbdQL1wIWWUOgoplMMEjh6ADjfpl2O3B5rca9CjDV+zLeOjU5JihPobe6PYZbEVxArGahvh+a/ADCd6S5GJqhHlUgBAyyivmI0PmoAu/WJMEpk2yHc9Zj1lQPWDQVEmzRkzoN7TsmgW03sNJZjRoq6TKkQNCw7NC05fppqxHVmqVP43nU5jsm4LBr8x1D6+Y4LIErAcI9rQX2WcxZ0mP7wOCY+7N6y2CEepnbyTbGTsYLFacWJpDAGJ3G/lalw63idpf3IfhyzkSEpPYzkJ+PXI9h7ZEK5frwXEFaE1M4Pvu/WT8Ub0cpQPH29RNwPO7oreIElh2S63sqDAxaOmSXWrYxdymwzxlta5acgVa7GK1NSz228EEqXPXguyDWR4+8Tt67h5uAv/dWcJwKGoaPrw1cvXTkhq7ChIyUYfViJY0iUMHD1UcBsLms6T1Dxj/abct3mEJtu+ra2DCyj9F8BlSHM1nuvxrDykiBikrO03Y7wrgYLxmC/mpbUsNAY7s50K/NIXd6seO4bpY17UdQb90En2kSmdBWvYQQC9UaCNmK71cVqFZ+nntJ9VPB1Yf7ZBXYYCWFSI3CfGXis8C8GPlcex+zytplxD89n5Rg9erKXATbzUDUCdzHVGVCLSrVnoNCqsx/QixcCjStwacV4vnzuCpxz9jR2K0atjGsUon647tCLZ6S7aQg2h9VAeYsJkrFYK0mYA0lSNqf09YDS+QeBVQ94MmLKTzjnJUOo7WqkXOi2avfhs8PKlLeXyP8FDQjknFInw0EXZLO8XxfVoegdaCWUUaMpuXAWoscq2ibzwmOj1q6nK/xTJkr96ubi4B/wGIMMB8z4CuLkb5Tf68jK4PQR1UX5UG3Y6Eltj0v2J7XKVQ83o/h66KsaYQdkGxH8fWWlHQ+m0rIwbBxV4gDWEUhZIRcBupk2bWxAWOzxFmC/nFVwyXBHCoquWPT97UHbDcHuLkgwci2zugOODBZIRHRZfcNC30N708a+qnGmjbAs9yoerEADBQLOit7R7mY1WVzxHKhOG/q3eHyoKOeLfkXPpcoY7/b8UpbUmaFHMaDHsgwR7eISAXagNk1LCvEahXmSyjOw/egmlhVnbxu23uY5+Xi4Z5Kz7iArWd71qgAwm80omCj7V5pj4SDSgciGq+fCtqNR+Y117gk+VYrRaPk5GfIum4XzTLgvHZ1JJtPDKkh+7tQy1OfTvXgh3qx97MIK1uc94pbIv1wqFkBg5YJ6bOIQFNLryaQbHeZUBxboyAtS0AEvfjbNFE6BIJbgfXIIZ+oSAI5ndChJctzpJ32UKQfxinFaSM8gpyC84FZqJdZ6KlvhiAy3OLW8GP2Z1CxpDIFQNRCDIu/5vsR4AB4HiFQe1LZfO4UYCGgV1agBjKiTfoMB2zTRYIm+6RgAmiuhynYwO8dUYQQsPd26LwqB/MXgXZLK6bE2LKSQvR3CHkHgsPWRUTi+fOiKPHIeVIdvIIB2DNykUEPALDt3QNs/B2PrExjUcX091oxgX5t4MUwdWNiHMSavcNxXXD6ttfO84g6AGE50bIZvksuakEvSMvrrmfAxGG0XKSwkFkRRRYEpDHQr1rMkePJhvZix/7Ea/0V2x7+uLaySfXusOoUdzvGZlF/243v1KsL4zscr7QlxZDGeukRiw+PINo+uoARJadvX4KaC8vAC81SU2cEXz1GaCJB4ewWHRPOSEYJUmMBgCFlTkABNcIPc37TdhVsdz38PJaPkJMVQNYEPERIAEH1EIjCegGDQRKgaB2GP4xWvtZi0/khGqxparkgaWkASXXw/aZdg3mrWNhOdVCGbpg0aGrypKCS/kmhdTCEmDRSWFGsoEHfmwnSKhRlUHbSpmlTuIIpMXRymss1QaGSsnDBHgKYFpSApVpqas0YN5/tUuopnucCrwwLFrETkdGpuhEm525Pi72I9ptzPcEh6K2wIrLuIZOjp2um9xg5J85phYSlyty5gXvKD+dWgKUCkNTTU6tLj4kJoMVUZuVktWjbeWC7se3S2x0i32ryzyHvx/UTyfycP9H+IW2QtTDkXLeKIgG2ytpi/uLg3C/xrtsLT369LrFNRrvLNTQ2Zye8BqmxNhXb8yMr6wyAJYjYJ8lo8HqWJSr5mdfR43iHojGA4qHqFkhRQ1EyetPvJSkF9ewAOYDTszP6dUO9HLg8vcI4VWwvLgaoFb8zyiId19X40FbQfM8SeB2/ftXCxL08dWlXMjycAQP0GUVVCddORysBfFEQdu+WbzWsg9ecm3s5VQOTE1wpP1oHVsQytTvAtboi93ABSKsOgLcbE1AGDeBBGtSU2MYI36ZvQ30r7iMirWaTEEEN8fwoIFtn0IrggpGLOr4vSUPp3kJc8KweYVtUj0gq1oPUiT2rxE86iplvRf+M5ntUX/QBbu4707EaBehX3lwXcgpk5hzM8R4yPjYeaUUFcEtfcAzVX4TlHScrw59PBWJ/ZPsjsa9pGYegFSsnAjcUrER414uACHKsKIQDBNxqGHI9BSTpyrK74DzS/1Y6AAEvtSiDUtW+r9k/GEYjr+9U97TcV/AYMr+CwvUQ9nbrwUUvPAFc2yeKz+SjovWILBA95Q0x2Z4VH460xAAqYDYXaWGFJexzSS2VMgb2J3UqV1TPA+32MMA7d2wvus8z1QhdOfOtMwrZHl/zB6tPdGtvGVbGCAXYPrqYPGFe1u3hARRHbhHfCsYpd+Yte48NDOu5u/Xew73C7TvanQVcXN64AgMqaD32zSyyw4MtXuZ4pUGKlkTzWP122wFJiDuua/Cf/Mk8jXZjqyKc88P2nQIQVpNmptc7S0qLHWMd5EbzQrZA0HUMcwdskh6+tbL50Ixvbrc9wCAovJoTn6Hc4VD2+9DhSYvsQW4fSYlV0fBpJZGOCE3bNfQo21RSmETSIym+Pe+vOWlWIimfF8+k5j5IEWISCuGwd0uU5ZhCG/dDndCM4GKf2ocIi6udR1zbzhlVRj8BkG3luw0GFQidp1ZdOJq9zbGTbDGAChCSNmtljaA0BQSUgiwdUZdwClTwnzxnLWwaNRVXC3nk/Cl7fh61CRcA4/tqXwL3+4SgGb5PeZd63L+vRrCpRaU04WTJwkH2yO95hOUu7a2HzPU9A0xM8UtQjsrmrEjuoNbOuXtuUHQOQFk4OqPvqHhEDc+eIBRK50DmWUrpIrI59cx6eHnOdtujpigjY7v7pkaznRsC5FsC03FdrdqDK9Pdw80ZWVec6sNgUrA9o183sEyR9aXvIsE8zscWeHZce67Vpft7+fUeBcjIwFGtogXjBBhByMMAs6BfN/fvZXThdzteaZAarQAecdc9Qaz4oFqR2Z4OaACo1lkRpXfxYrIe4HD1rQtQCrbntkLCQvGSIkNNVNFYOFgWpecT+PAwTwlXL4cn2W0EOAcmL9VvwqwE7wwg6BOCFTl7giQpLy4yHtT4QgsKPxwQjngRUKnVIfxRGjE3CRPxPwSINf0cQePw3lO7NODBBbhSh6RcVhqNwS6mkRUJjsjkQVJj7BcGHIQfwINkpq0aCB4EGq3KreAxzb38p/fQe9ICpSBVq4DvREpvFdxaELfdDdQ7q9AdoE8QZhAN7yPj2ZsLLImq1B2d+wlh3ROs7Q8ZtxXAfAwnCs8tEwLwFDABCvksc0UrbjpXgGOy8sZ8H0a38vMA0+h7Ac4DvgOtUX0KaspA8Pm5V9OId6dVN0pGZPI5VOqCrfB2tLsxtUn7tt32qS4f+y/YgVaiL6NmJBARwAwAOx5XgHl6lBu+Bo7H6Uytl452d2C7PbC5Ys68qcLE21aM7tu7W8Y9gKSeM+ScbTG5mVYhK1iUfeA4mU/KWC2bg+1mx+nbl7Dux1UFmDr0EscrDVLNI0dGK9huduNZXRMIoQcEBwv3E3GCWuKsVfVFKdhfs1IeNom6DZJrO1F92BMvSx8e0eJtue2w0EtaQiWcmLaYUqhiIMJK2637u7wEEjWrfmXg1Vzranc9953pAmoMPx0psBSsIoy+pWAD0tqghk9/AjVz0mHcaNA6El7pIoMlykAUolVKiBr1x4Z9AxOtp0mN9HdFDslZw5TL/Kwoj5Pv3e5MyJj/jv4BKes0XBA5qNXdwUKtuyXggYtx8jk5raQh6kHRPXQPICmOEOQZMaZ+QFrBtMbaZSR4OtgFdXeZrYcaAp8Wgt03lLWRNCbDuycrrGS/5kTKcSrLufZeAjrh40k/bQhqnxMM4aZiUY8xBTfQKtaq9hzH7S47NWrjHZlHlfXy8lmsot/OtkZ1W4ygSA+zaAK0nNKO8fb1TxCKMHVacfRV+Ts1z4cihUfFlnO5nkfktlFutHMPC6ide9wDXj8y+rybVWNWnaXZRDWIF16VvADH4+bpOKZot+cXt4YGLm+c0F7sYSkN3yNqFyuqjIF6e3i+aLex3Hz3cq/ft90c1j5XhsxHBtS7A9vzHcfjDaznZ9UsCtAKrv7bLV7meKVBCgD2xw3b890SzTyBt7iZadp2SV4W1qEWtk21GZFTxSAG5vjsj7coIXJc17TS3FTv13N5D9J1tKJYTdj2uoKbu7aqSSfQt5Q0xZi+VyqQtNSo9DkZeIX2eKRmHAIA7idwYTEXzhxeADcd3kBqq9T0ywB2bhVCIe9gGhqma/8s1wRgTuxk5YZTmbRfvjcBaqqWDWq13mcueJPjZ98gFr6Vtco+U/9ZCG5aMyUFjQYKhBCnMHbg4bm6nYImGcf7tLx2AkS2icCsjmPXSu2dEVt7h+Df3RIRMCCwRvABzxefS3zuwt+E7QjaVS2vaArBSYT4aDom0gcyhhNVeiSo6305Thb9KZ8hlQpuAhoRnUNAjKkWR4bF8z5RFTys5GQGygBON1qRxeb+dtcdALKdZEN4L1V6tA4nv888wvQva6Jyp4+Nfj8Cr6+nCADx9WEFXX1tuauAIHt6sWN7caQ1AwDV2J9+MqWXod5WVOAIy6b0gcvTK9siw+sBouV8HKVge34JirC92DFKwfFkC7quurW1vTgskMLBb4iPiTmNx+MN/VEzxdfr+ZGeBID9tSu8zPFKg1RvFduLHccTi6Q3rrxbSLpzy9xSnQLheNTCGrKNu6SAYjdf1enZJSkRB6XthWsN7sykyUw+lr4RhnjC9ykqLHUE2ILyTcciOkuoG96XNN7l9SZlm/wWBEIXVOrvms9DUGRrxenQCkWTje99QdOXwii8yJ0S6oIKgDqyw6oRjVqTY4H0IVhjZr8NKTLAr9XEQ4hAHKbtawAIKa9wLosAJpiGwCN16tcGNYkESqVZSakO6Q+Gc0efsh13QygtWgz38/M4v8LiHPIcV3C0Or4+R6mu8HlJu2NuSVUF+n3UolbFR0FOfYJTnldYgAjFZI26i3c/FmuyIPp9tTC1Ikw93M9Hq7zk/ZUqjZw/3l6eHwVpz3KCF1Ft5yHgUCaaMRLur7KYKym/KnsyUUkqY6DezVF7HJPjUY1KNtvzA8cjE/RkcACn/1kQeytoNx7m7QozrSUWZj1ONdM7+N5kDDwy+Pz0FH4qbuVeBgC6L66bBS4M20pjFMQmht2Te+mfsjFxBuJiAQ/HdfrADJA86q/bfK53xkzVuwMYwEZr7TDLkL6q8Cd/l+OVBinTUiyypN0dIdxOH+2RPMboE+ZNsfrvKLCq6cKNlgFc3tjQr3wDxXN3bcEX8d5xebJFqDv9Q/XSwym5e1FHE1ZuHreCzScfI/Qm7Xoq12KLsjMnyRc7I9nKkcVaI8S8liy0ynwPCqMy91e0WSi5KXyaQCMCohy2x49FB0rek98nrL9j0Uhd8Kr/QAVpVO32ttHSYnCHauGnmx7RiVk+RtpAQG2kdxCWaNKMJgy6g2uUX2IQyUgAimsE9CPHTiy/pIVScGb9w3xXuwmjMnNQgp5yIalUFv13U3v8nUlh8f7aH2FB9fk9AqhGPrNvBgj9ChnwI8BvD0AAPcdxCrPn/WjR97RYuGNsrIkzSyPl3FS6LnyStxxbsTjHHNGY/qwRCbVF2rHd2hxvDPNvWTuwXSRBmZbyZcQ/UxyyFJoFOs3nl8P7rHqxa4nOwzAXgK39A/trLWl8rtnDAqmYllB2+7sc7rvaSiitGoTACi9luPLsIEara7s9sk9Zjuhxw/Fk83EtHgFcQ071q2rBEgSvK4Kb3efqwzPGZjL09JH5l8KlcTZZy+ePUzWaj1XOB+l7ryN46Q6OIpy+w/FKg5Q6ySOZrZr2cDxu4STm3icsD1Ivw8rH7+K8c7BhIhpcU9LJgep19/wZACJ/gMEb7TY1hbEVn3QjBNz+WgOdrSzMOvkCgoP2H6S6zgZOoxWLAqLgYHADq0c0S0RkSDlEIwZUyGRIN4CgWSLcVkrBsPJEBAcQeGjp1KTwgv5CaraTBaW00TFS4Lu21ySIJPrkGLg8riE4t5se9ziuSiRE6qFlh8LyciETQQR0evOdljUzaHnId0yyjur2btEluFNglhCyKuwnQafPoVCpCEUlxuwQzb1Lu0lB+U+1LLSUlSoh0zsOA6fjKq1k3bBQLe8AYrF8aQGmZce8vEzFUHpMfUAWtCHzCRm+ruDKXDn1QdrebaRwk4ILP2uAIxU2+zxou2MOCbew6ZpgAAAgAElEQVQ5y5dFAECwI2cXyFGlgX07Ih+RAVllANz2g76m48rlgtPU++Oaa2oMCy8voiwBKZckTFtTL2jFHNcV7cVuFNzz3dmNtIDI5NAais+HsULtYvLOLCEPSvKAG/qyjutq+0Y9v6D0gfNb104pD7SbHbQCwz/meVDxnfuoTMGu6FdW1OBld+b9xCD1K7/yK/hTf+pP4TOf+QxKKfjH//gfT9+PMfCFL3wBv/t3/248fvwYn/vc5/Cf/tN/ms75rd/6Lfz4j/84nj59irfeegs/8RM/gY8++uiTNiWoOJq29WwlOoZ3ckTfeKz//rjFIq5n8xkFt+uaMfMAov6dC7V66WY9MYPas7oBRD4WcwuCR75044/P9BuNCMAIGo/Z5P68/fUGJgEXn9Q2CSgQR5RKsQ0A0yKKXI1hwpWbqgFW1JLWBmmMKPbZc4Gnb4lWRlpxzPHhwbDb0kdWYIdl7Ku/g0LuOFkb6W/ZH7sTXBY0/VKRp1Pn0ONRLbWAQQX6XEZWhY9PtH8ASVnFC6S1yO812INFOh8KCKGlF1YFLTpSfh7EEpFoExXn2r60JYr9eiqAUa25tT2tj6iKTV9ay8jFoBfZfPrgoECC8FcxKRdIS5nzJwCt2HiOkm1Zd0Vm4dQqIEuBTJrT1olXEGE6CBWsjtiVlkrO5puIKhXM9+P7049KxYrBNnxXUv1Be28Euoz0ZLJrBLHsGfDA/KdI2XBr7HjEhiPodyqvpPgZMEUGx8bK8rYiN3I3qpCKEhVocxkAKAX7683u3UpQgADC/VA6LOBrKzgeN/ehW1v4OSvukJ7cnzRc/datVeehIjnSoiI71O6OGFcM4PzmldVG/ehiIHTpGM0ozfb8YmN+OXD66GL3BiKKkJWBmlde324O7K+/XIHZTwxSz58/xx/+w38Yf/fv/t0Hv//Zn/1Z/J2/83fwcz/3c/jqV7+K1157DZ///Odxe5uRHD/+4z+OX/u1X8OXv/xlfOlLX8Kv/Mqv4Cd/8ic/aVNs8uwdrLl1PDJzFUD6mVyrIu9Krd3Cycn3Oo2z1bhOS9BwcpYBczgeHcw9YAhnPxVc3mhSpsaAZ3/cLL/Kt+9gaCbL4DOMWSOBKDh539ht88j8B6WnIoqrZwTQ0AAGpbYiciqpP3X4asIkKRRL4PTERkYc9qyaEUEdLFskwQiqbTffbp7guN26dSjCnvQWLaGs1TainRGoIuBkY8XIzBFjH2G8IhQ12IHtZ/9FFJ37c/T3jJzznBtSj96HUWFA/CsaLBBUaEkAKiOtgpUCax48Q1CMSFPm9sEpKgcMWqFRLy7yeGTs7jwY5gCuPrJK+lffBk7fNoot2kisI30nFULUR0ew1SAKRiNGHxxJL0aQBCPtprQJJCAAEZmatHpaRmGRNQSleHp+CAWalRmoBLWL7U6gQUmakwUYzc60EHhbuNUPCEDuK2I/heJ06UmjntLXo6Wrtpsd199Kuox5S/TV0Eprt6bYbh8dIU/aXboT+lU1ymzLqjsA5r3vCmxLDJcb281h8uOObFCBJqjvr22WaPuo4vzWKS22Sw/QrfvA/tqGvlXzX1V44IQlCffHG/YnJ7TbHd235TC3TA1Gi4r8y1acKGO8pPfqoYtLwS/+4i/iR37kR+zhY+Azn/kM/upf/av4a3/trwEAPvzwQ7z99tv4+Z//efyZP/Nn8B/+w3/AZz/7Wfzbf/tv8X3f930AgH/+z/85/sSf+BP4L//lv+Azn/nMd33us2fP8Oabb+J/+cEvYGuPbJJ6bah+Zf6nqAR82MBfXt9m/xOzsHffOXI34CH/m3tAWffsLGTrCbWWT7XH/fYnzZyttz0oxv1Rm4RT2btFBIaFJ5US4BOsZSmj2CLEBfPYiuVUhAVZAlwUWMMRTsCilk2T38FDk29pfTBHyeogKgBpqDl9QBkNmduflvgeSGtNnwukJXLPB0ILhRGDez4zawpmHlTkjgDhozuuS9Bs8QwApHbCz3NkH0RwSUktPCyylv3Ftqf1h5hPGh2oASVFx5HyyvuWVeC1T6Ltxfr8uHJfl9TcU78M3wvIfgv/lPqyaKlxrD29gEEKPD/8bLvRgftjryvntRRtqxgqRdIOORjpGUnh/eG2RZURV8ZQcmxZhYQ+JPVr7Y8Y8DCW8U0lZQ4myTSEaU1IvhNBKPKl9iyVFgVYqZR5uDzTXeo55UekVXgCLCs41MMCE8Kn7esxktTFtxsuBVZK8ahlrZsHgqBE3sEtK8AAql/VCGQgKFIWmhJo9FxzPxGDOzgu1RXidrObrz4Uhx4KIH1fpQ/gMJ+U9innBwt402I8zjf4l//yZ/Dhhx/i6dOn+Ljjv6tP6j//5/+MDz74AJ/73OfiszfffBPf//3fj/fffx8A8P777+Ott94KgAKAz33uc6i14qtf/eqD9727u8OzZ8+mf0BqwPVyYH/dakPV8xGh6IxWCZqvsq7YCCssLSIEsh9u8h5X1auUN5y+fQk6wTStHk7J6klxpPIwfE+rc0e79aAObgPSERGApPxiu3kKdOeru9AskYDnWjuQi4R+r3Zr791u+r2MdwXDWOyikTM3B6V4Dpd/7s77qqG2I79TK2Y9uO09dx+GtJ1COGg+8beo4AvqDXNIM4vvloP+vRJ9RiHPaD4+zxqa9yT9A/D9sh80CCCixnbE3l1hYbk1rT6xsayqUYvsTURryINB1Hcm1CLbxCodSmMBmCIeaRlGxJuAuwZd5FYcOebxPAIfwZfnhiU5ALkv/W2hgEm72SZaVDqeCoYRSCE0VlgsI+cIa8kF9QQLiqD/SyNl27lLyDdSSAKRE0awYq3DqAPJzUoDqFkeLQMUKJTbXbIJOccMBFiJHLCABcoHVm9gfmXSuZ7b6TXvwsruIyqXW0WHlvS/P3d/bYvIP/qv263LQGeBjkctaL/L6xtOH+0x1tzEEOHvNVTn/nSULcfjzVJ3vn2OZ0WQlyvqlyebUYwK+u5OMVldpuIE24vFf/Axx39XkPrggw8AAG+//fb0+dtvvx3fffDBB/j0pz89fb9tGz71qU/FOevxxS9+EW+++Wb8+72/9/cCMHRnJ1CL6lcNxbOkEdqorRJG4EXdPe88RuaMrYRJ2m6YwGbCn1uCsGIw74eRg9RueyTjNQ+/tDJJ1Sm7zPAGAFJS2/Nj0kQZBls9OjAOTkL/nDkjbD8n4/GoBt2hCagmiMQfQhAYtoA194SH7oVE2iKE6RBKsQk4sBhvhFtnEm1YjUJt8W/T9ksAwuQ/AoDwr9BhnufHfY4R4ETLj/SQPlfD/icLSbubC00ixjQZOHKZfNFNgQTav07vmeVSfO54FXoFEwoj1lgseW/6DYNSO/KaoL3UapL3z3unksD3jQRa+qmG9I3TaNsLy6va7qys0HYzB+aEBdYzSpFArTUX2b/01223GfShoeDallQGvM0ePcnAFQMahPUNLIn3FUGpkXrcXhxh8WRZICpkAxi25gH3nfjWFXxHG2tRXqhgeq1PbkERhWZ9zrebwywS7norARiARSWToqvHiNJt7fYIBY+lkhjgxYCJ45ExSJfXN5lvNaw5KtWnb19weX1D3V2xvvUCtaGw2ztnPpmP4W7FDS5Pr3B+8xRr3Magh5XJpF+CKCuhbx+dHTit8KwVoiV98Z2P/64g9f/X8dM//dP48MMP499v/uZvAgCOR9bZo3kVYN8bZbj5Sy2hvdg9TN19UFfuIyrUuFNa0iKKPZ76CNC4vL6ZlvJidyHVYzFuN0eUDtkfWVRMuzsyhPTISV26TVjmzdD5rYl/AGKHzBCqw6wsajdr7gqA4NtNQFq7t5sZyCOEvc1RcbHhoYdwoxRcHtfQGrmAQ3B6m0ITbbkwWU2CQsjATwQk/WDdgW5QM/ZrVAMHQsMFZiuCUXHtThz09ImF8z+BMfwPRUBMhHlo5S5sQ6OO3WHTOlHgC4qHDninsrQtEaUXkV1I7TwAboQ1F9ZdT/BXv6OBls2hjblZYg2RLtTIzAjwCAUHadlIPltEzQ0Dle1Oq3XkNRZxintjSwWFY5o+tRHz1DR39x2de7QpAi7EJ0oaOrZKZ59K/lll/pO/S1RjQfp8RwMub7RM7xi+rkJ58G3Or2tYCZQtQTV3KhN5Tbz7ngn4FsHWMwLwuuJ4sqEezEnyGog3h+Ug+TY+/brF+dU3FGx3B8ru+zY59c+cu8vrWyTwXj2zCDwq4MfjZjQgbMz6dcP2wjaF3T4621Ybdwf6I9vNvLoFVo8hmxvC/F+MwL21z9Q/NraC0zOrcF48eKMMk5Htdsfx2ikCSo7Hm21V//x/wPbx77zzDgDg61//+vT517/+9fjunXfewTe+8Y3p+33f8Vu/9VtxznpcX1/j6dOn0z/A/D6j1bRMWgGaCZR2s0dU3uXpFRgmiWrgQQ3j9HwPqs8qqkt0H9ed+2U2t6hY5qNvXi24WtUK+qy44M5vnsBNwszM9QXK/CtO9JE5Ksxwj92GK4HGwkvbbY8wdQIoSzIp326adw/gC6CgwILTJ5cEl3ZnznUKnnIMnG76ROvZhSYA6RegEMr7WtQeBexxEt49HN4lBFd1X8TuGz5GxN3I6MHwYXGLbAnaYMDE2o4IBAk6iO8KtwztfhrBpwJeQ7Zjm3C3CiLBc08g1h2Us29tXAk4+3VJOs61fd1MTzdmxGB04IiADfYfaSJ4HcOJIrqkgI8wb/gYn3NcGMJdd/NLWTh/ArNGYkbwilhFdXdwvKSFSVpT+yEo6pL5XTyflDZrKra7DGTQnaxPL1yoe6Fhq7SSEX2clwAyL7EP30jQI/J8nE7fPiZqa9RUkuqlp1R0AKueqsK5dXmtmj840gJGPJcJuehm4QQd7IEH5bDdbSNa06OT+5W5JNrdYaHenpvUvaYexoigsOGJsixTZBVtLBiBYeP0JZ2enc3XdG3+cfMtebTzG1fJLNWC/fGGy5tXNi+p6LJY9+NqMvXOrMHR/D39nmE1eaUdHMMYrUvH/vqVJ/YO1MuBent4Xtf/AEvqe7/3e/HOO+/gl37pl+KzZ8+e4atf/SreffddAMC7776Lb33rW/jVX/3VOOeXf/mX0XvH93//93+i5/VTtaiXFxe05xdAhNNoNTojfTgeIcdtPfowRyapCQcoK0PvoLXZgDKscrs50G73oBBi8lJz8DL1gNN/L3bzFXWa4FYO//8l7016Lcuy87BvN6e5zWsiMiuTVaQpUhAN0gYM14DQRB5pQvAX8A+QIxIgOCA8IUf0TyAgcGzNPDUgDz0lOCA8sSXTpiBWqSorM+K9d99tTrMbD7611j6vJCuTMGApoAsUojLiNbc5Z6+1vm7phashuHyCMI6FH6LABFPmFDeXzXSlhyQv8jhleFEIhSmbwZipyK1DB2D5ZPFWkEeNcgIVgV2D9LTAwFE6awe5FAPbfVX0/YMdZsolvFF1qYxZA0/RIBoerhvpu/Bv28nq34mk2RwiJjWv7ecpp6DP17gfOVgMlpJ/s89gw71oc2HJEJ7deZybx2s78b3h6N7sEZLXuLRJc5ul90YBuBGhWGJCVQNne4/17xvMxmKvU4IWe81//Hfev9x+FsUQLTpqm/ptk7V8ryogVVTzZou005/Z3htdfe5XChDa7rJqTZ5eR1Wg1y2XqvevJo9vrRWWOp60AWvpMEyKKXKo0w6i0UO696i6liKjq34YBtBUeiWSEmDuHJvI9eBx+0xifiRg2j5vLWxyCOu+J2aNinVkyiL62Ag1RIBQHTh97CP8lNl4m2eRBSqP0ihvqAMThaUGt1WVgss1VToJP5iapJETb0F3WkR2TgWzis409DbvIjTj1C8F8cxJKO8i/JJFgl7abqpcDOnQ3+FWfd1AeL7iuzz+3pt5z+cz/uZv/sb++2//9m/x13/913j//j1++Zd/GX/4h3+IP/uzP8Ov/dqv4Vd/9VfxJ3/yJ/jBD35gCsDf+I3fwG/91m/hd3/3d/HP/tk/w7qu+P3f/338zu/8zndS9v38w2XCfRou6xfuknIiEw9zfhN5zwuBhSfesuRkgTf1nA1P1k6dhjTHiyI6ZBcMD443fr2O11kKiAchv+6sikORX0oXu8qElQffpNU6DYgogx8sn286BAuNjJeE9Y4fm0FljlAkSjv4skxo5u2RG9gvIgwpygPUNi0IQZ52mqtW4ZN0UkPjYnQCLKH5WeyQ2ZDhWymsHjqaGGCqP7eZDBR2CQ61bLrxwJPPeCg0uMiXt/uHzCuj57wWAtdu9K3asJH6fBJvjK+AvTbzIsmUY4Zjx0LranutjQttBmwtEnoYRtmbpZCf/r7cA2HZFCdsXotO4mnrFWJBKFGbkPoGqvZK8HdsyhqkyKk1d5yaNZ3BxBf6PqkoRab8LQ+pk53G8Wi+nMnw5efZmhXHxqjlNzrjQq25EVm4xn1t8x+3IbTbz4efl7OJT+XgVYVKSe554Zi1WV2PAf3rahmdfC2ShiCTbHfmod3Uh/p7eS3PDx79uUhCRpu6wpzhloIsMJop8OYMRDDZQdV6apGplengO97LufOANqXKa11X1CjLA4eA/jRj+WzHZrhQCKJFRN8XnwtfeyKqpNPb9l5wa5GprQIBVOlJA+8XnmmqhA6Sd5gPHeJ5RTp09jrKEBAvKyBnou6P4jJajzpIQVsz5s+PwP+Fb338vSepv/qrv8IPf/hD/PCHPwQA/NEf/RF++MMf4k//9E8BAH/8x3+MP/iDP8Dv/d7v4Td/8zdxPp/xL/7Fv8A4jvYz/vk//+f49V//dfzTf/pP8du//dv4J//kn+Av/uIv/r5PBQCQD50d0i5xwtBOw600kOlhgkLxQh4DuvNqBUrxYRYcJgd3ryuhvTECgpE7gTu0uGi0icq9+bO4hLF/WRgzIk5uFIhfCm9I+yqFNPeeO6s8LOLEhAbSjVJl0wQctr5elFcK/+kNG6dsxWF7QNuGTyXiN9CTro9XWIV+Mjls1F+h3FNuxUdfD3PXGlSqRUIjlRSuiwZZ8kDXoqaKJvVMaZdskUzbQ12mrPY1Kq+uViQsImltUl4VW9BDU98UkDcijM3UZZzN5jnr9KCGYsXyjUzfCAv0d6pCTS0QbTrjz+qu+nn9e6Y/UTNqgdXJajvNmSk1q8FV1aMwlaYWOIMzpQDp9KRime102qDBdsjrcwd04m3qS1erJY6r2VVFD/o+bQuM+XYcWvMkz0vvk+phKjRVrio6UT1g5mvI+yZiJd2/xOuwQX+dBFO3SU0Vdjxg9TDn9MZ0BhVOqWctjcC698gSHM3nyGKTjp1cK/ycw41Nq8Jj6dixgAh359R7JUKM7rySA58S1Pemnsu8i1xTdOwRX0mq6vd3zzPClIwy8HNGuuuQjp1NcOFKKJLFisUFgKkATYEnFIaujfdL5gCgkKLoAPxCOC/cEgtSJ7BjYnHM+45nizT96X7k136Hx/8nn9R/rIf5pP67P0XnBuFqGAnvJ1Zp1Ip0NyBeVsrBbyvyjhXfZ0IAJfJCyLtosSY1CAEoE1JWeWfn7eANU0I68APPQ6BxTT7kcJP/nysg8nWVpoYpY7nv0F0TO4xSf+7GRpuu5BApnW/+rK30XW6sMrC4hbUgSXguAHYxnSRvyFQVJpoBzVe18WfZw7eDZ8vzAHr4cXLZphzoQ6HK7ddvC7mS3gpRaFKAiQIqrBsHNhJxhfyU85EDqCkFqwlCumvBcvQbEUUr3qp60gKhXBKw7czb61MJ/dZrpZyWT5qhuJmaOo2k4tdzHUYj+vlct5OGPA8vxVw8ZratWBqFOEl0jUB3NkW92dL69j1XEYQZe2U64Wus7TkAG4UdDAL1MgXqcybkpZCRe2MI1RURqj40cYMUwG0hrBsawtCEtU3j+pr1v+M1W56dKs6siAGmSrO8xK33cfO+m4Fdr0XhtRTlSKMkO0iqt0J7inDoa9Sfux4C0ugwved/96eK4VSMg67Rm4dJC0MaQ1u94UA6Ygw8M6I3eFETItZ9RHdNjcYQGM8VSsLDjQIuPYu23si0C4jXBH9LyPe9GX9RKvoPE9b3o5wJyaw6NBiLQTh4oyXCacby5QHxdUHpORnmIdh9ZMk7cxaUqtikWINHfJ1ZpEqFWzNKT8HbggX/61/+D9/qk/p7w33/KT3Y1SzIu45Kv5kEYo5dg3RKgV+AdDcAgvWWniRid16R9pzEmOcnZO4YuBAsV8TEOKV4y6aWcTUYfqz5VCR9N7LKoB90scN0PRJWyMJjmYQzEyIoCm85oPbNwZ52gaGRqdp0Fm8Z611EuNEnZXu0VCbunUlts8jstQD6tXCK1INebv48eLuJiNtX5NGJt6tBMSoLrt0GkvNA3fBTRuzrpCCddfUOHtLlb4zDCvmoiIOrSFqRgk40Nkk5NOWXQnfV4CUzkUqitBpC9Xfrz9KCWtF+11Y2zOuMwoI3NoHQIFGV6W5Ts7VYFY83rw9ok6HG9iiMVp02D6148vP3NqVyb1C1iUSfH2EuUWu6ilrVxlBRBpg4wQqiVI4tvGkFGa0opZ2SdjDIy+WKBu2S3wylQbH0/Lg3Uzyn90JlnSoHHRpXoqIIaaxIsvOw5XvWGsUwZQqbiiYZFMCsELz4dJrUYkSfkUetpV2bcoZU5+z+0msV+g6JhwmglSVFeie71wSfAnLvkPbS0AUAK7+uFIh4ixwc1b7FBDjK9VQv22oX9U6SrogvM1cOWRyV3qfOZN2183C3xOIxRJtwanSI14Taeay78c11G68sWto8kGfKjTYBGGMk3i4ASI8j904BEpawafQ36+KrpEgoJAnnUCqQjr00Dwnwsr13CMC6abL+A49PQoL+//rwQOkj4uvMbkAmpnBe5JBekY+9qUtcokJGl38lgQoJPxQjDXUpVxmCCRVK500CWj0nNycRSsRhkxGFyBRkxOtqpKE+SDyXJghYSDRq/p9193KjqCmvCmFJmI8KJO50aSqhLEGO6lTPsuIZMqlEEVSo8ddWPwdnq+m1O+cyxga35KEprYyTUGUeFMKCwTteoUOVO2tBVpNxah263UQCheahHd5sLMobaClvPDL6u1VBZ5tUf249SXcpP0fqt11j6jHaih7e+KCKmDcrZAJv3F8Jm51l0IN7o4Lb/ByFJPNmArKpNbYCr34el7X5eXuQm1Q+wybIIlOcquVs6hmcCRUAWJF3pYo1of29qvr0ddTg0L9m+d1AE3TAGpYGQcpzNo7v7eurHlJQWlGvjqIe8/ypUs6hvX8KC/pmxLdszuDQv6xUnM3FIHD9HA36lmk9XpJdL93L0gq9g5n+ddeRFhaV/OfBA6IWjnLvhLmgPxf0p2qfBde0e0MqnPLLEt+WRcilDbEuDtTPoHYiO98zlkhFCOG2vlHD1U5ikTo21DU6k67Hl5nrOMQ8nMcm3NA0CADkjipE/RgtTUdNw7xHJAjWAemul+fZpvN4XtqG8uDhrysHAoCp62JZCdcF+dDxHlQ1ZPzPoEgRSipY3+2ASmXJ+jBifTfSyDYlSTp38Et6UyzSsUf3PCG+LvwgO2+8TosGkYtcOvIqpjclGfVD1M2/1TvDdMONUfUuywGrxWcDV+h4r0rBN36ZrDdHsKy+rVdD14+U4JD2TH3XtdG6W4a8AdcMAHKgDd7Ug6YsrCx48Vrs+4yLSI3L0UPJxBZyjRl/IN20ForctcPbAnU3B7xK3rcJDVuPl4kt+m0iAb9Oi6kqGDWVYDvJKcmvhW8rRjBvl0jYtdADMAUWEwxE5SZTIWXcfB62cDLTmGpKK50eN4e2Ts4qm18OHmmk7F6Lhk5xGiILBwvMtY5e3/MNF6hZiiS52/er0VWtCNvPwWTmCv1ps2YFFW0SWSu6a7UIra0kvUQu8iQS0SYx5WJ0gtJJTDnAbSq4/czNe5dlOyzfg/wmJ5LXkYiKNBtTfmeYRf59XqFQq4owtACVzhOpkGtK74V4Taae22Z4OvEgmbfSbYJep4LxOWN8zsYt1cjlgQhcGOhSMfk4p1u+kZSFO8TnCT4VhPPciqpMTT5LWKwUiLwLhtzUyN1R63vy/XpW6fmnML4uSfS31CB6R6Vf9zKRy3Ky/FVim1i0VETG5x5uydIzdDJNdwolevQfbyxEwaEMgmx5VSpHxHMrtN1XJ4Mxv+3xSRcplyrfDD3kAZNOhltiIfrJM0UQx54T0HmBRiblfY+874i9SkeBQtVfCQ7dx6k5202OLvLvguYsn5NcXBJjFJh8EV9nFjFxp3fP0xt4iId/aQeUJKyrPLQ6B43PB2R5GGTdfaEJcLsePl6LvbatKdXicyRjrKj6yStJWptUv0pnHNAOkapqOmc3oi3vE0Xg1kypnX9Qo/LCn6eds9vseiLevymkvpH0tAO0KcK6bD3XFKoEoPzL1vO0NcCGuUGIW6WWSbk3v8Ok+1WbCtgUoa9dO+XuUkx1pp6jbfqBJTGI+CYsTbGmEn3NQDSDdm7vj/1OFcdsYok09FUPI3bezhLy7TCKG2hN3i+b8F2bgqvI7fU528+A2CluBfFa3qxT8RLaqlN0mCj11uvEeDNpAmwbLbBR1FW7XvV1ma9qJoQdbzItiThKyX1e47zOVHwTzDCaCePp9CWvOdxEih7Z7MVLkkV+cl+I91K/vowsJvCAeiZVgRsv2QqxNg5hzihdoGpwJjTJ+6hSBBEIW6oIoXYUaJVdJxMiD/3ScXorncazeROA6HWs13sRNKTIzw5zJpKjwqDorEA4Q1MS8r43L1f3upogxvxbHZXT+r6EKcEtPF/DjeG1Gm+0Po6EA6MaiSlZDxMv2jxGg9nLwx5h+o8Qi/T/96NGBz9vFCLB0US2Nh5o+cGjFadwXTiKVtj38cMILUVibuV9+d6Oy75ETaMXHDy5rbAx/pGfWttNVCvK2Mmhx5E53Q08qLVjTwL1SegiDXKJsJ5caHrw1uBkRTMPo/5lscDG4eOK/jnxcNN67JAAACAASURBVO2bb8O2B29EBnzN4OuQnxsmKYwi0yaXJ87y1OCVrWdCiXe/VpShHfo29YnyzxIzRAqs2L12Y+FGWJFhudW+V6NvmjKtmjoszO1z0inIYMjaJijgrfyZX18tFNT4v+DeiCVatiPaQbxWdNdiogYtPDU0M6pBnCpe0etUp8LKA7W7FHS3Zp7uT7l51cJmGkkNWlGIL0zZij4gUOxOOt25oH/N1o0bj5hZ7P1cm0hGoc+Zie7aEGiyhqng5HopnaNvTykqvS4jd6Q1dZ8TAY8Wd2kqNoo85RdVDFIVutxM3eFWrJkD5POVtRfKgfhUDN7URx48BQpTU8DqlK1iBb1nfaLhFkXg7+gQz6tJ+MOUTCGYdwHrIWJ+jDa5eVG1eYlC658X8VhCDMV6xkgDFr0hMK5Wa2LzroNfM9KeUwg8TDGXRyrqSueR9sG2+uaRghPmBJaNYrRdc1oUauT5V/pgzbQqoP3Khtjfkk09fmHzq/CowoDhthIOlKLtp2RFUIue8cSdmH8Xvq6iQgtpmjmJfTdJxCddpMJlFUyWqhIvwbIQ6WMVgQKcQ973NnWFiQVJuR19sMModmFTqBDNJ1KGQKEFpCtY6D/Ih87IS5NoFrzxpSjx6XMxYtOV2nDytVrKcLyIamcXbOulXvxhEnf3nh+wyZF7TyUQIFJa3ZUlUNG02YEl8TPmpXAyFdaK7pIsjYMZgPrmSDeeG+GrB56KTnLP1dK5F54ktqKn6Q/aNZND4fvfIKZqxmOdLFSObhJlqHoMbyDG7ZoKNSArvKby8QYFbvIMHaDm4hJE8CApElV3H+lbIF27/ozGr6mhuB2obwQJqnIsm38TFV+YK9K+JU/rQ1e4mP9HDllVl6kKUpMV1LPU7BAb+C+3wqSJCDwknMA8b5PDVYjil7e+J5dhEI3eHwD484KjEVdfr6aYLLq1utqU2p2S3KPVwlgNytOmQQqkvm8+s9NHlVRxESBFUbXpddi9rhIySy427UQKLc2rKm+dpDVU4Z41qSYdO3SnBS4V3utemmEVUt0K8rChAsB7IlwIZYUbo4HCdW2WlTEiXJMZmf3M5Ib0OMp5Q4iSiI4UVlHWAUDteG/H20YZuKoCuHFn3esqZ8rK36+w+oU8Uf/hyvPvzC274bpw2gHozQLQvUw2qWZJu1CpuG7ajecVUEn6nJEOnXFiwzc3xMsKjT8qPeOXtHlWGf2bBJtveXzSRQrewa0y3QAGtekFr5iodgvm0u4DU9NDg//0otNYlHBLlGdKgajBYX6MvHnUkyT7UvycTV2T9x0PFQ/i3kveTE618V4ardRxq685vDdf250W47lsmlK/hHIpSVQ28m8akKuxJkCDTlQVyLiWBptpPBQcu2AARoRXJ4GTulOntsNHC73CHK4Q8guWFC7PQaAJ9ZIYqS7w6JuwSoWI5GA2uFW4Fntsfka8tRy0NPiNsgttolAeQb4v3hTWIP+iqzmMa3MwWNJlThy5d/Zz2vpsFhNb7aKerNJ8QG+EACpplvQEM1zra0w/96dCiQuvnTy0XTyqhtOpo0oHTu9b4xX1OZipWKGsvCk+tSkHXWHCiO0yExiPzZDcI9KhG9coBVXFOi5tJO8qrpGilA5sFv1aLKJHRT2lc5jeBcwPwa5NtWIoDxVNbg3jWLwEm2o6Q3yegVyt4cubfUYA5PBcTQSl91X/1Rl538lBKkIHvdYrf0+8FaMYSs+DPB9E6DBGGm37YGhNuPJQH7+6ontdLBItnBYW6zW3WKTLyqZbsvLCWuBFeRimbChAkFikMGVJzwE0wzQdOxYdD1phQGixDNGeq8sFy7uRBWzfiSpvQbqn6IGfbbboObcyYaIMkejPLdlz9Eu2xJ/ls50IweTv5DOM51WuPW/nnsVZfcvjky5S3M/E6q6FSKM6ALQbtFT4OTVuIBVeOIAQfIkXd8cAyHBe+GZK7JJOCdtcOJSK7sOVEJlNJ43HgEhb874T70MhJn1bZSLKprTSTiVck+G4qJWFVJMj1Iw4BBSBGzSLUGW4bi128NNfQnNykpBJJ5JdncKyeK94QHGSijc+rzCVNrpvJoNtAK6Sp2pEDrNmlFWBAYR3qBvjphxmyq0oX6QyYe3q9QBX9Zf+vRbEPCrXxIONslZn0CYLcrWiYKndEL4nwnIKNQVDobvcs/DZXi7B9OOkhRmb5483RLqlhmwyEf3C/MTct9egxWx7rVbhwSiMIeyz9QSp0tEm86oKyI30f9OlanPFotImRy1UyqtYkVwbjAiIeXvD+3lZPcPGyRtPCTRIUXMrmcvY1jTogZQ3TQT9i9mEPHAOaeexPPC90h1F2wgfm2B0ig6bJAj5mX4pSA8D7+cdFWb9C8NUdWW5LgkMEz1KXn7H8uVRID5m1MVrYjO8MOIsXhInCf3dicXbzzTdqgKUEF2Q5sAjjxH50Nt0gipBBIXJDSqiymNE7QLhsUp0x7Y1TAnhspLzE/i9dJ6RbRLy6ueM+LqQmihAfJ054V0Wvg75bIwyOHToTrOIIAbE57mdk6Xt38uHDvnQs/jM2QqdGoaVBuleZmvM9exT2LF0XrYF63LZ71alPukilcdopJyfeDGp2Y0dqoZMehtn/cLYeP1vgIUqnBfE55ndjXIV0qXF1wX98yLcz0yhRO+RHnactsRF7ddsE4wr1Sa57klGaIF9qEQUh7bIQAGYeCFcF2gsDf97lUik1X4uAMPT44VYsHZ1fiHu7mVlSJiLEbBqUiydQ3dNrYiI0k+zyErfVhNUERLU6OyQNONg1Xj+Cs0ha915Nc6rKQWpNnISiPtGsqxThfx/g65SyxusEXbQb1c20D9Tpctlvpvu82rrHNqBq/xInAu6C79WYTv1cyk3BsAKHACoCKFs1Iu2TNAy0pq8mtdde26q5rP0haRwXZu0LWIovC2CKtrZfgYMCS3tvQRMeKLNChzQveZWDGUaVjhVPws2GhtRhbyHKlghVyq/SH63qTWXlpMHOZTI+Qn0GnQyKzb1p31A2kswaWXDsv9Zwf5ngmJoMbllk4CrSVYJ/62NIVyTwXN6/ZuKTDp5l3n/5ZFpNNos6gTq1wYhutSKsk7DVWArU+COkdJuRXSCM95KH2FKLMqXllJOzovNJaOCihXR+MrDvgrSohJ28ucL/LSy8Zbnp4WpDBRhuCS0xsLCmfe9cUOqfFVvaT508toLENlwIzMd4o3gwzdbDnkriiqCRDT5WxJ1n2fahvFVbVOFTq/KmX+XxyddpBAcoGnhUTT+Y9dgrkUiOgT60wulRvqkwpwRLgtqcEj3A53Z+w752CNcVoutL9LZ+IUKv3zoEE4LuzBJ83WrjNNrls6KF6BfMqCqQMBgg7znh1n6QNf5aZGRn1En6iVAgeVipUPXhBcVcLm00Nkpb7gvZmb5zH/zuTCCRfmBRPhGJzIl9JlowMMCUrjyQJd8vDHAVtWCym+p0VGFH/pQyFUPtNata2KGvDwRR5ThbQFxhXyLkfTyM10S6XfewJWihtMCYUnf4rNSmMokxfJc0o5JBqXnIRc3ZL2q5rTz3HqI1JPml2rTDT/b9lw0RSFMtDQ0jkUKx+BFXu4QL4RTFeIkhCKfQWpcjl/UiApAeSeB8UwcIL9D18Zo4kGYmpnbipzbrKSICgXCApH1NajJm8+rIO884V854EtwEt5aTRVmCd+Ds4DWMDNaqHTediH5VNFdsl3X3WvC8HG1VRHVO0AmFvUxtsZMipPfpE3k1hxWBwaayhmgiIdON/AUAbgsuXWViEsNnOp0qkGtiC83xJcbr2ETRLBAdS+TwKvtQGdR4XURn69shG8J+dgz5FWgwNqxAJXO8++8g59WwEtKeBGkRZpbOEcBVvD8OZupTFMe9L7IQ0C+G+01qwyd56WzYuxvSVCpIKIrTuPrO0rbXdKMwWKFy2T/a0Z6GNgED4pCOcTTLNYcvtcamuuEe1OI8bs8Pu0iBXY1JXoadkUF46fEvKgj8dUgHYZbM/9+1/F/Q0DtJVxypQhCD2hX5HDVSW1pkINfCqrEIEFw5CpGNpcLOzS5yMLcZOJ+JR7sl2x7YrS7KCONupRps9PSixdymFA5RkLSZfJamr6uD6p/JLNMfoZuFgbID2yXqClUQtggIUuiOgNt3ZvMM4XWVOjQiehjm59niQ2xOfWpCKym/jLOTg79pEnsqVphMdLY8ula3FLaqedETLZWxJovhx6axt1sNxUrlxKEb4zXIkVbkzGKCFlEPu9hxLlOFVw0CVtXAMhuJb2jhEvRiKF4bYrTEgknxktCDZBJorZufivWEK+VwkH6nC19X4pTFqHANllfO1X1CMUpm6DGmgcR5MRL5tqaDIsK0p+99Z6VyEkpTMWgIJ26eK3yOTVZs+xNS2yKsiQU8PByb1Zt6ETpU0sMj6/Cy8oaiiIQHoU+vC+70wJNg9cUBULbgRlyGwGPxZs5Tl0qiNJCphCcUgL6PfluxPq9AwuvoDBO90KJYMpgyDWzuEEg8eNoZwmRDmb4MT5JvZaFXiiZpql4bKgFpFlWpKR2AXkfLc4onmYrQNrghtvK+/KmBV2S2Z2j0KMLPD93EeGyov/qAvVa+TnJSo6WjqP7n0xCPyWsDyPCabF7kMk+VO6VTsVsxd6LPIosfc5G0Xzb45MuUuZB0EkgSk7UfY9VzG/hdaYX4oVyz/XYtUIkEJWfifVWJXqXjHwcrKABMEOel90uyg25XJCPPf88dID3bwqaBt06LUrCE9RNaKObV/NFhCnZTeVK81H1H2i6c6k2DuvWzId5DFxZIgZTvWlr5ymrFciH71syKMelZkilCTHZhNVk3gKv9Z5bhCFCiL6tMWgTq6RmSCEDWFRq9OZbUV7DIJq1vp3EBHZUiEMVkhrDo4KCMKnEunEjmgChHpswcx3JtvhAICtVR+XBW3KHQY2mSJMP0jmDmQApNOcMVT2+yaRTGb5IkRUWMtm1SMoZk1VtktHibXmF0mRo0dIV4/Yc5LU6Kb5+bvC2hiYzZ82/4Rd8rtb0AMobwtIQ4jWb6EGvfV6LbJ40SVyhYxZbZ9dMmFuOZB7Z/KBAdiARSupelEj/uWZG7j8nxTMfOvIy8jmQJ1pFnZqNY3a5ef3ihcUlnhdCZQKjuSL2lMgGMg9BoD/C4X4RkUKtRh8YP5NZZG0PnEjJuw8XNoJjBAJVxXnfNzhO3nc/J5R9Bz8lWlPWzMZ0LeSpRaUH71CH8JbvcbS3qLrT33hGhKs042MUvxPE60VUpwYPlNbExtfZ3i9NlQgXqhB5dsE4tTKQO3KrLF28USFYu2AJFJCw3PXdaAVVYVuXC89c4Z2qNNtKRZiP6js8PukitV0/rAdOGaJBcf66Ir3b8UaVcNnh66uo9vhGM0XdYfmM+VTaObhcCBeqmq4jnlyit65JsWfFmPXChyMMGW4izugjECnEYPfI6S+eV3Qfr8iHgRLylwnq6dKiWMTtjeitiKpYIo/Rupx4SbyA5vYashxKaR+JWS8F4bJivR+sey1DoI9LIBLtiLi9uEFHamDcSsEBFog0BruhCS8KHCOcC2G0KjBP4OqRS7aJzq8V/UviZCbwGp+bbDYVhVn1bX+OcmD6HHRjqSZo6IqGdAjoX5IJPwD5+30wUUG4ZZvCqsCh+lp1TTi70JZtGOaKPAZTQWo6BXcitfcn3PIb3k19ZCq9DjKVaKxPvHADqyoofdb0iGLJCHzPCuXWc0F8XU0BR24uG1/oNpNJuLUGwVVd2QIxTzdCS8N+Tbou77suyGOaA8zAWkXNF+S5aWSQT1Lw1OMjBUPTFwhF6vPh81XhUzrEt9yywH1wvGa59jxwGohiONWEg9gmvHhZ+fvk3/U1+ZkNhpprzU905e/XWCI/07xaokf3Mm9gUgob0rs977s1G2Rfo0cZOza6wlev9wMnkUBFshOoLVybjab/cIW/LginyQRh+jrSsW9q2mnhcxJ0yNWK7uPVGvN8kMZaipYGFuTjwFSLoJxd5v+mFT4VpHc7+zuF58iBrShjx+lHPFQqtipDQHcif+avLMzaEKzvRkNF/JSFh+e55FduI/4uj0+6SPmZnJN+6HpAVVHQlF0U0s4Z/JDuBo7Ncrhrh9a/LNYBAKDq5jiYUoUSWDn0jz38RAGGRtS7XNGdZtTOW04VPCEYOMBfFxvHdfsmUkEdOuGumpteL9BwWdG9LqbIUzjST4zwV9JUVTIKHSjJaUGegNw8jFcJE1VLmmSs5HR1ztKbvf5sLVxew3WrrQBR178uhHNy6CovodMVoGIHSmbjJdOAqkKGCk6Ma0uRtgMwessVVN8Ui6HAfwU8RAdP6A2i3BLexuT5Mt1VDzN6QiC0dAjiT9Hfz2KlsnxA4I6pUEorRaz5o9CKgk49UzHeJt6SKSkVvktjkAPVNRhNjdOV14g+v3jLVnx8LqYy1QQBriSvpsZTaEsPXlXSrccoogwh268Z3evCqSlvXov8fttLpYkXAmHmfTS+y6mqtTS4LUwt7UA9SkFih+AcoXURAPm1UBCksv7YCq3yO7y22dhpoeT9z3sg76L42rwJBqxBHALCeSGP9TLJ80smXMhj5NdWEV10wSB+rsToTICVR8KMKs0vm2mzerHDAIinibxSqeTNK1MZahfseipjh3BZWh6fZw5fPg4oQ2c/U+8fAPA3vqf5YUc+euLzRa5Y3+2Ypi68FEpte54kyk3TLQDhq4YAbNGipV0/ynfG89KaX21so0TOiQrS6BNJ9QFYKLXppt/MGa/Vf5hE+fifgXAi7/kh5H1H2aZIvdULpQkKHFlDOzCXFo0PwLp8ACQmtRNZtVvzorCjWa/7eOX4Lw5uu0CdBrYK5FdonPNzQnrcWYcDCFYtZrfSc90HEyn4HGrgDaIpFOGa4NfMEbmgCTFyUzr5W4Ju+/Rr4xTUOOw2xacKtOjEF6YQUTgvNvGQR3BY71tXl/a8KVSUwTgab/izX/IbhSDVWyKPFa7CrwVeVh8wQkd+9lEiqoS0B3hYBuGY4KWrztUMqQ162hwaXiG2tiIcQNuuGxi2q48gykFz7UO5HmfpBk4O5fW+N+Lf/FFZTKkiSlCeSldRACycJh6Y22Zmhcq0QJhxPDZYUc21JTrxq6ytKMhz9arSU2hRGwYpHGpQLzKd62SW91G4RBbMeEl2L8RrNvm3bhhQuM6l0tSmK/mbn5ct64SkMJttpBYkwic1z0vzNWeDvAD6i3RpnsuFSQdyX3ICSPy7zX2sxaQMcaO248GdHne8R69sSFGKnRfazMI5Sq0XNr7dx6tNqNynVNCdWACvX/aY3/WGntQxIpxneol2XQtVDRLqmgobU0FftBkt0befEcgReRFLqPk+XFYx/1ZrHvXceXMtKJcbCK0xi88TWhQo0uWKeJq4vuh+sILuk0Qf3Va5R5NBfjwzZB3RlPjzapVA3NSUlnqenReBBz3VzbUJxtQgbQPBtzw+6SJFb0C7IQCISdeb2g/OIR/7NzFIGhcfzpSTlw3JCQDd040jeG43lu5DqcEjHwas9/0bzDofemLWroks8rFHPvYkFy8L4ithSE3j1ngmymh9IzqXLJAGO70qaj26xCnz1G6vijSduDRJX+3O/JzQvywGAZYhGI7tzEwpCqLrysJ4zxs0XBlGuV3PEG4Z3YkrALK44J1Ey7hcsd53QHAYPjKVfrkPmN4FJDmoq3NIuyg5Yt7I9uqbT2u960wgol2zTnIu8X1iAVdvWpOJU/LeuBqNc9H0bFWjVcffZwsKZTJK+wDd46Wm4iwQn6Z3+LWgOycWnFsxH1mS/WNeO+wKm/7UIK0TeRqZF6dJH7ruPAj06Fc2E2p0VegtCFSW9xEaQ2NhtEBLZpf31s/5jfXAPkexMOgSQZ+KcFRtOlsPEekQLcnarxQo+EUTLooQ+Xy9y7vBIsmc/FuVqako/Hzo4MXoqh5ETicR3cerWQSyxO7kHSGmdCSM1X19tcOuBg+Iv8kJXKmQpcL5fk6y3I/wnQqr8t3Q5P4b5ZqmmLs122S2vt/bYU0Dcsbyvsfl+x1eftXj9CvRrkWA3xO/eZVzZ0D3jdALa0a+71Fl40EZoh3a8eUmSTJ8n/2cqAhOBf2HaxM3qAK4VMr/bwlliIjPN3vv4stsz0PTcmrvTZrefbzy/jlQIRiuVBJqiKwqpPMQiDr1QUISvFyvFD7o568bfPMY4SdK0VVIppDw+n6Uv1+sGdez9Ls8Pu0iFRzWY0TaE8pgZ91u7u3YrzyNxuCU6BnoWDmeV+8QXm7w02rkYN73cPL93ccrwnnmmH2Z0T9NZtLzOkr3TZYJED5QoYPliwmkVuUg9Ve6zm0UL4RmGG7rEV/mpoKRw0H9Ei5Xw8vjeaFxT8zJ2m2pjJaSeDkUZF32etczHNI3hRYAE1wAQHcmPIcq248l1V2hNpWU05NCJeF634tAADTKFol6UY9L50WyzM8iysFs3isAaUdnO2Q60H/XrlknJ80H1AYjTMU2F+uBZgvxwN+nsFCRrDb1W3nNGdTvkQKWR1EzLbJ8UKYd7tSRIifckSYD6FSzhUa9TGVRchKDCBa4FyxJIyLF1TsL/NS1Km7ZLLb0omJTyDHq6gsWOoYvt2LACYZwax4DuudJ9jKxedD9QTr5pb1HHt2b5m9+P4gNQLYASEBrmDJ2P3plkZADzPItBdLzYp7P973A5II46O89Dgb1dc/aeVcgkYB3wpm4jSJM1bra5Ol94YVXWt/vgML7I7xMQCnyXIR3GqMdnLznpRhJ4xhOcwsMqOQxSySPljuHtK9II0wxud7z4F9+8MjX/zKhjPze6h26ry92ZsSPF261rRXrZwd7Pc1iIrL5Phol4QqT0iHimNopl0ZBVzjNcDkbjKafpd0bc8YiCkW/sMChFENCqvB9AEUWOvGrhUafFy+Igvh0I+/3fBMRWER3WrB8NppqWePXvFzDVfhvhWq/y+OTLlIMWtRVFR7LY7ROm1lSkV1YplpHL3AqzZJ5KUrPzjR9doCT4MV0ZOhj3XVwYgjMxwGlj6h9bAqeJTcpqEAaRVZ05IFFx09MtFjvB1P60NG+Ij22G0+zsVyuqAMJy/Q4sPAIwbslhdW8rBBeGeU5d0H4DJmoJM5Ed2IBQDp00GRjt/AGc0liYBIvKuXj6PdJ6F7ZKdGgS85Ag0PXoxgDRfEHcIfTcCqIt2rGTY1ayWNAf2rrFPycpVi1VJB4SxR/OHI48ZYNymqS8GTQm96cTNioBpsGwdp1fYPK6qnWC/YaAZ2yvCXNqxJQpfBB1Is1OnlurQCq0dlVTj26vVh3GaVDtGQQ43syxQVpH3kzC6zG1GtuV12PzH5bHnuuXRD/mp8y4tNViG5nzYVCbi7zoGDKd7DpsnuZyR+ohLzqVNHeA530t1xTvPIALDuq0ths0Gi+vt/bdZnHaMbbrGvJO/Jeuhq9eirWGH7K7j9cRcEW6GN0uVLAMARTraV7+n5q77E+jnDzamgH/UyTrC4npwtHMYQq6/yckO5Hi1OrIrxQuL4lkAeUfddg/cjGqvS8t8bnguOPgMNPCrqTBLJKJl58ZShAlr1KxtPcj82AOxB1YCxbgZMJwy8J+dAj3fUCU2Z+Tamo3vP1y9mnP2v9bE8E5djTF6WfaW1+Od3ioByfW3MrzpIlyP/PRmr5bM+GZCZtUaNHPMkWh8KJ3s6od3vEZ/J9pZfdekqpaGFzsDNTF1Z+18cnXaSWdwHzvcfli4Dr9zzmO4/loWXiAbBDEYCocDYbKHU31Bjt5ijH3sy+Ov4jOOSH9uFTlbPYmBwuKyeZF05X6W4AvPpBHF3cuaJ7mWxcphChE0kmJ6n4OsPSDCKJ1Pg8c4zeRelU+dpLF6imScVep01LO5LBLhdOiV14c9hoJwMItCKSaA1aVXhF/RvxsnL6kq413BLUWOjkYNVMthrRDqG5ojtrzpnwRkMwr0xVibQYCHV5oKrPXKrGp/UvlBNzv5GozG483OGcqeK4DbUZK1EkQ64w0wy1iS4U0itDSxPQQmSHeuesG6TcWraOFk44muEWrsk8UiXIQjrXFkSq3LYGx8NpLsa3qAScSddRVHgUSeQxiifLW5FW+XG4rZh/4Y7d+dCsDwrvlZ7O/yLZkCpr18/XL0Kor4UpJ6mYyKF/ZcNgSQ96D0VneXAajszXwEMQ2nCcF04MrzN/tuTqlT6wg/dNgJQedkas62egEwgU2hKflV+ZkBBfZjZFxwFuXlsyhHMSKyQikdvKacSTayKvlGkVmROnmVyJmqzNkBxeZ5O/W4Ra79GdZoQpYXhecf+vV+y+ScJbOoSni3HhANq9J0hLkTSHcFtJS4joKT5dW7EUeJYKTooSLNRYRCDmSxOZeDyLQlA8SW7lZ9afVvSn1Z7/1mxfRvLjxp+9zk3oAaD/5sJmR9dtXFfkg2z09SJ68k2Sn/f9hiMthEkF5lQ0SwVmxil+R07qk14fPz165M8d1ju+Od3Zof7EYwTQvyTCQdKZ1siLPu8jup+dUcYedWix+0aeijeFzm9iwyg8ZOPzjcobj5YZKIWhBoe856rmeCYxq0SjQhduyujzDfnQI7xOqAd2WoQpoh1gWIpBd1WMidU7Rpy4aF2lQmEkitsKak0pBjj9qTJHCyzJTar4SnTAENCdFntNuh+Gh66kV6TC6UtgGjMixkA408vEImIG7onSKHCKIpQf2AZLFslv0yw5DSf1RbaNxiAQVbQpkEWuyEr4giomYoh/hTetfI1AfT5XFLRkiNI5+ArAOQwfZqz3vUGSKp1X9WMNTlZq13bQKJ8HMYuLnNsy8eQz22bfxWuxttDlAj/zUFj2Ed2ZAop4JQ8ZXxjdFSSfTT1AmphRo0d6GIy37E5sSpxCppq+oHYJUW2i1GZl0P+fJeUEQP8023utkF58XSUxYbXle7WT7dbHnoVbYNL49Qnr9x+Nd0h3QxMoIU/3AQAAIABJREFUFSAs5ERrKsaBsZNPcJ2KByRibEoc1KNH8Q7dVycsv/SI7uMNRdZbAEARMYBbEvL9YL4mSsG1OfCIT2fUXQ/1SebDAAwR4XUCxGvkE5vW6hlnVjs2cVG2fevrpXepLRH0U0L6/I5bcceI8HQFoqzlAMzwW8YO4XWy8NXaeaTHvTWped+h+3jF9ZfvsR4j+pdVeKsJZd+/iXcrwpu7NfN+kWgmFTX4k8S/qWAsNUhd19Tr0kXIPe4uM9L9SOvOZaUiEkC6H+ElYgmQCUuEJpaLqu+d2HTgYc+R+ZESm3VdGYagEPy3PD7pSWp6D1z/QcLwGy8YfuMF119OWO+crIqQTlYUeGUI6H76QqjlbqRfwZRFjWxFFdObQG7VQWKSFqR3hDT8ebbsKp2c3JpJYPYe4esXdhvYqPDWjCz7pPySUftov9+feSGEiWN3eJ1RZUozSbOQ4DWIX6pWmz7i042d9etMxc6eYZZKsK73jShe77s3mXOW4nDXy0HLSSwdOsGNBa5U1VipjUietXPnYaYeKXXNu1WjdDLiKzeVMv8vWVftNeXDUTmorzeLyCNcU0uJV/5FFIWM5BFXu0xXGmipK7xVOcjCwSLiSmVREO9X2nemioPn8869R/88I76uTGpQE2cfBPJzxjvlQdZBCOem7wXfX4EMZfrUAOCkIb8iMddroQixrnlqCpeFKZmCDoAliWiOHBxQdsyQS/to05TaC+JFQkh7im/cWqxA8UME187so12zOnGrwjVLk6IHG/15q6lqAWD9xUdOTzeB4SqEx11MGKDchBORQBWkoXSB066If+oQKI/WQ/XxwJU4O1HMqURbp2bnyI8olwKYodUvGev3jlTs7qgGVriR/iGB3RY2nepfAoDw4WyHrQqf/JLJYS8J4UT41ItnqXqHcr9rQaoynTDlfMH62R4ui21mLfBTMoUyP/uBUO0tGzeVHnecqgUazWM0FCXvaQ5m45PQ/+iJ6kB5nwGmTxQxAkMgOz+txsFzWaFHPg6IZ/qwqndID6PwWMXohhqcFSOUYgbp2gXEn50QLiLW0tgm7+Av88YvGjjhxu9Wfj7pIrW8K/iH/+in+O//q/8Ff/Jf/8/4h//op1jugDQ0dZeZyZaM/CAEZQX8RQqRqN7MGBhIViaNR8nF/BM2DmcJjv14JcYqmH715KXK45Efnng4XCrs9pLEKVV2fQo3AEC4zAYj1S4wH1BGcCfS1SJ+gyB+E/2Qy76DWxKqxDGFazI+CXJDpX3krieRh68HQqPLfcD8PmK5j0i7YCnSuiYElcUagVEqyvWpXFeXyHWnBf3HCfHM3LXuzK7Li99HFycCMOWXLpUDYL4oM62uPDBVxVgkGFS5EY3tsa2sfbBD2QvnowdVvDVokWvAYQWVirxi8u8ihHRYODlqsoAXnk45MTXkbn0sKqutAo+oWhCiitLnGC8rV5VHJlgb1KicjSjLtINXSFFl8ACvaWZPrtYMqEFcI7UAWBKCJQxcE9a7nhCjmLu9eIt8Ki3w2DGtxd7TmWZVgOhB2XVmqaDfJ0oxWglRCfynh2q11ATKpv2kUwjjduquAxzQ//ilFew+Ir7cjOdyS+LhFnifQM22goAgUXxUOw9/XuCv5IjyXqa/SE6nigy9jNFWTmxX/rglWR5nHgLyuwPvzy4gfvXSzOYjeaOy51Sn3JVfMpZ3g3DXUYqzJDFcJrlnvExpbGDjK98npGb2zoM3eNJ467vRvJB6hjD/syPklgrSF/etOS4SpquyeuGXjLsS3o+q4iRJEPSG2UqR62q0BHlwz6/d8LFeIL31Fx5aHuEQ4E834fd62QAh01bPnL/v8viki5RfHb45H/C/336AfzV9H0/XHXxucI5xUZI1lSXfD6UgP+yoUPl44fgOMGyyVCwPslJZ4lj8ZbaiUb1D+vIB4XUiAZsruqcb0mc7gxqKmOP8lcnqVGY1whKOIocqF2o5juA6ayG9pUsqstcGTmBA9UUIBq//A8DJTP4NYCEoopYqIrfWhIT14JFGj/mePF6WyYpZdCRO8z6aVNitWbpsQnbM9pIuWKCwvCO2/WZqEGghXGZbqujnjNqTXLa4nSSQxco/zZSYKvJ9L2tNOOWU4MhnyE6iosUyt8gild7r+5lHTdVgcc+aoL3KWglR5OlqC1XyeeGL1AKQ95HXin7v2nw/YUqy+FINtl2DP0Wo0T1N5kFTnF/FLS61uB5VHyokQ/Vkku63ddfIzW4A59C9ELbsTosY2yWDTmKCgjz3MCVLJ3Bl4ysU5aMeVvCw2C6fiqUl+CXDnxdKwkuBxvZoNqOupVEpNgC4nE3QwCk78/dIagtqRfxwQXnYt6kWQA3BnnM+9OzCr2tT7er7t5bWpUsXr6KccOW1EK4rOZLrgvS4ZxFT+4lGJIlC0WwnmwbCzRnpywf488RGQgUd0wonHkF9H/unmU3WnBmbdqP0vtzvbHJC9Gz4xtgK+75rknJ5WKFKpSVBqPF311E4JJNhErGG8kVqtrUcwD7yfZgTyr6nF9MB/jzBNuU6sMkuLcU8aei1xMgx23ARiLXnUlkNya08A8Nlxfq9o9kLqrxenwrcdUYSnv9bz/nv9FX/iT66F4fXH9/jf/pX/y3+x//jN/H8bx7RvTILjknTwXgOJYa1QAD0bZTjwBFfYD+FNtIYkO97Xkj73oyydKTTW6Cy8bLvW5c5JbkIe5Q9vx9C5tJLwA+R+114SLjbirLv0D3dhPu6wp8X+riWzAInhKPLhCu10zZFkhKpErESLiyORffr7OiUz4PDundYj8B6dMgj/1z3LFbrPYlSVea0qCgWY0u+AFoScirSVRWbRnTf0XrXoex7mWBkpfVKU6F24iU24UTpgy2L9EvGeohv+BgVTTiRXW/l1wpPETrxIut2NnGlux7wlIAnzQ3bHEIaO6QTJJcMBhOb0AsmvEXPabcTGa6tKfDOZNcKP+rGVWuSJIXAoNPAJBCuqsgSGgzzWen7BcBM2qp+00If5BDsP9zk9RQTNPjbKoo/ogW6nVrFBH5OhH2Eh61dID9yGOQzleIiBxQA5LuBk71aKoTTsMw471F3/Wba7236gfzd+m5nRaB0AfndXrjdjg3exwtczgg//obPW3dBTYuZVDU1puxkYrmJiKAU20rgTzdZdc7POx/4GdahQ/z6ldOaNEpl16GId0u9R6QIBmbzTQnlMJjIgRyWFJy+xZLpGgy3ZsSnm/mj4JsqDgIFa/agS0Wi3PbQBJMg8U3avOj+K4VTa9hsItiRz7IEGe+AUsg5yeev95g2OvE0cdI+jub71FR0AIgfzuQj1fukNJIqad/tEV8avLtVu6paOR+YK+gWWQ00r1i/vDdBx7c9PukiNT5V7H4UUP/lEfVfHrH/u4Du3PYB6STVPd2QHke+kVfBS51D93RDGTsz1kW58X1mJ7TtVF2pKPse3Y8/yojfmwScIaKUA9sK+NMEN0n3e5PAy2f6JvzzBeu7HQ//64y666SLlgJxGOC/eaJyaUr8UzpWeOncNApqXs0ETD6pE/NdMKn2eqeKR4d155D2DvOjw/wILPcOacdiVSLVaHkXEF8Xc5ATu6ZEVs3AqhRDcJg/Hxm5dOza1CfvWf+yMOtMuA6NI+KE1ST84SqL2oJksMnEoeIHS3gWzktvRN1Sq7mDlgOHpqjzc7a0CRR6sJgtqN4aFnyFSIPyMJrkITlpanLW7au5J5RE+EuSQFQwIdybGaZBODC+MChYBQ1liIgvM7pnynu3is0aySFp1E+W6yRcFwnshEEyTn7X+m40lRrk56/vdjS2vs6IHy/tHvDOoLoydjZ9VU1dkA2xRaBKVZOpKEc7alN6ipLLrzTg1qEDckX4cBaIb0U40a9Ujj0PT5n24mni63y6EiY/DhQe9BH5Fz83qJCJBXzN8W/+La8J8TZVaSgVTreU+IEFXhPDdWKvwaEcRv6uKvl41nBxQu5++kLJfSrCq4QmrkoCSV8ZcWbFoWv7n/hG8d52S2JDKlwO49lYNMN1QT4OSI+DXd9xyuIFlEWk58WmVppsARQmoGtTosZaXWxa+oj0bieKSmcNkCqL13c7Me7Lz3ph0WLu4IpyN3Li33fwCxtwLXLaiGravNOAAfHrWcLIxGKk9oF8GPiaBF36tscnXaS6M7D7uuLwY+D4I2D/04ruWhhWKuQwwPh4jenIhx62snnfW3eGJMq411nUZg06sjH1PCF/dmcekRIZJFkE4y2jdKWnGy+W+wHh4xlJEid0CVgdBxFnFJQjYUdVxsA5drxfvjcVjMabAICbVyoBZVpJDzt2fgO7ZGZtiarJO6QdJ4HSO+HqgPUOmL4smH6QMb+vWA9cM5GHJrlWX1X1dKejbAJIlTMaI9IYsB48Ll92mB8jDb8SqaJeLT8ldJJCD0AudG9EbLwkVFU3FtjqhHTkpKXhucph+JUcEwrQf30zvinddUgHmZAKeTJXxPRaAQ3H7F5Xi3TSFHmd1vLgkXaNh7KcuIWvKe9Z8PMY0T/N0vn3nBBzkd0/EK6DvGjpPeOxFkbz6EEC8OBhEYhvTNRaxFRy7GSCcplQiqq84tevkvxP8U7/1bkVHPk53YcLr+Fjj/ywoxR77MiDZE5hfk6Wxu+XZL8znGdozl04zSaV9kvL1EPhdVmdg3+dOD2clwY9Px74fX1kEQHhvrpjg1j7aPdl3VHwEz6eeQ3nTWr3mpmysKNCLv+DL81qsDWG+perTG6yoXdHT5KXxg5SWJ1CcYnTYv93H2wi1BzB5Rff8VrOFWWU516BcCYF4Ge+DkTfLAWTpprzOlQ+Lt2PqLKSJ92PtJoIMkOPlB7qwikngcc1DaLzjTsd5D5LnM5Y2DLWz/YI14XJEyqFl7NGFY9uoX3BVowEJ1Jz0O8mBdpN3CKu7z15NG+KPwBtGhLuunQB/jK15yfqZ7dZJx8uM/y5+ci+7fFpF6lLwXCqGJ8q9l8XDK8Fw9OmOrvN2moh7lwWEcIQiUkHkURqTMu+48Eh3IKStQAYBivS73Caratc7+m/8dNCnmkve6zOM9bvP/JAF2VfjZ4G4duCdD9QlODBbswRXorPV7hJCtRthX++mCku342ILzeUPvJAKBR/dF+fxZQpUJGEqjIeaptuzqkJn88Yv7wgvU/Iu4rSAbYZ13GaaiGlnl4TqMRaA315aF6/CDj/ksP1ex6ld1LY6M/hGoL2kcRXKqH0BuPa98DnLc9x3Ucsd52lJKjZsv94Mw4jnpjEkR4GaBBr9zwzrujallH6hd+nGXM88LyoOTewiOMhEK+p+Z+yrLSQGzzvOi4Q1IzCgxgyrwuToIW/0pXfZSD8Fs8r8r43GFHd/DVQRu6yZCpqKgl46NNn5005pWkplFPfOKU9HuyAR61IDzsrpm5uEm0N26UiLRuMXIdg/iFVlaEA/izXsogfqsB04cNZroMG6aoUGdEjfX5kwxG5uVqLqUHAAk83P1Dzzahto3qHetxJiGmGhiq7JRmHlh92CC83m5r0e91tRXmgChfec1pT/laMslUWn7pSmvy9Vqw/eG9FrHQB4aweL5Ho630KoAwUF9gG4qB2A0E79Ov2Hfk4uU50pbzCdvq8NSPSzxnpccDyQI6nSCCABlyXnnFF8eVGqfms70uFk/XyZexEpahBy8Vgxeodi6WIRZgcU7k54rqi//ETEyZkAwSEc2Z8WpHrvrfnUkaZJDOhVr9m1P2A+PWrvE8R6+d7fp0IUjTn8Ls+Pu0ideYWz+E5oX+RjZ6yYI17UooZUAEe2JSnFoSXiW+28EU8eJtcXA9g/3pD9Z5k5ja5N3rLyeqfyB/luxF+Xu1CdTcmn/uLiASWtUWy3I00nl4XIZJZXOPrzM4oMlOvHAaU487SmcN5NqVM7di90wwYG0yiprkKi52xyKNU4WegPvW4fdjBvwb4VdK5KwxzVrgDpRrMEF9nk/WXMcJPbTU5AJRIyNA2hOpBLwZpVRkpIZuHVgjLKCIRz+ccr1mW0kmnLHxhuEq6tOdnqepFlxnYWYKTZGtKbZU/Mum2vEb1dVTB97W41OAtDoa5iKkR8OKH0kzIcFmNKyw95dMa7VMiC0kZqRQNt9VWsKAU47q6J4niclRXabJ/Pg60JiSJD7ouonzU7alS2IULUMVduMwtpSBzQlw+2zHBIHoUUXWp4AEF6H70AeG6ovvRB8ms5D2C4OBvq31mZYwoDxQcaPcfni7WxPnrQrjyMlsYMw3uAv/OzIdUI3t8ura/F9hSv5bTXmzioMJiq81SEDWccjm1j8I7bYQOYuTVvW2MVVKpfzThiyXd95Rgr+9Hikb2VO/lfdcmr/uBhVAWj3Kzt29wc8dYpjoElJ3k6oVgZ4fCt+v9YJCcKj/Vg1aCE3O3s8ZWdzHZvXNHDim923GyHijv1jOs7CRh4yZ0gYhZzNQPsJGKHuHlxpzRXYdytzMBTXq3h4VRz9mEFf66GvdoifHRI0saRu0Cyt2IsovofvJMFGESH+DLxLNgSqZA/LbHJ12kFNKIF3bFprJ6nsxVD7QDyclGUHed4VYeCJozhlpZeD5cAADdv32hgfXLBxKLgnXroZQFQgBIUhdZOqYwg1sSynEHf6YB2KWCchixfnaAfyHuHj5eiNt7oHbMEVPYj14OyYmTA746yfLKnJjy/WCO+jo0OCQfmMCs3EGYi01JfgXiDRh/FjD+pMP4jUe86C4kbrpVebdyTy5nZhjWKtyRrMeulJr3p4rxY0V/qi21W/xI5EeacpFFT5I1Cv0oQTYax6cb/C1h+OaG7pW7d5jC4QziUIgi76OsFa/GEYTzwknovBBSEJWapldomnO8rNKl88BaH0dbjRGui3l14uvSUuXPC9KBfB80vLYLkiQvP/d1MU7GVU7e4TQZrKa+FVsnceG0UvY9/HW1Yu7FD5UfdvDTYpCMphX0Pztzgvvwygk9ShG7LtYIlLH5bsKVykNVY3EyUU4uI7+/B1JB+v47FsU+8ppdqAAL5xn+MlthyHcj/OmKeBL4+zabUMitsrfoupixNJwmxPPCfUUiYHK1ohwGuRZcC6cVPjC8EDIqu47PR+7n8LNnNmpjRNkPItmW71+Yzl1Gih9qFxB+9iyQbhIONCEde3qb7kdOk8IRhcvK6KpJgnllZ5SeK8sXB0Lcj8ymc/NKvk/8Xq7y7/KhNw9U7VisnO5rkyiueF0lnDeYutjJ7/QiuOFGhiBSdG4fh/jOAJjqVtNnVDG4FZDoCa/8a/XONoiTk5w5ld7Ibau1IN0PJu8PZ3JxXng42mjYVHGaW+z520NyPddfeLSJnu9FB3+e5Xl+t3P+ky5S4ZYkV0068FkPDI/+Z+d2SM0S678j/l3udyj3O+mO5AIRTip9fiRWLlxRDR7hq2eDAOjLCSR6F3Yq/NArpanetQNiScDTi+HbZYwMZUw08+bHPfzTWXD8BDfxAvdy44aXGzTNggeGykXZnfkbxQzM0hJiW5IANMJEEzfiJSNOFWEBuktF9woMH4Dulf8db/yziodIQ051ZbTLmbybFArzwUyJsOtLxXAqGJ8S07xPLGb5YWzKn8wVAel+5PsmSjHt6NJnOwDgASMFSONWGORL+XB1TU6tBksqLb1wFtGmBD9T6ABNjpCoodIzSSDMkviuggvNsJPp0IuXoxx7+Dlz7QAkkVu68Hw3Iko+YroT6E2n963EeSW3WHbszM02kJm75m/E79PjaORzOY6EbXtOFXqjI1fk7z2wabgKNCcdu6pCAXbp8TSZabSMcujvKHJxc4K/ztaFa0CpSsaVr6khACnb9JG+eDA4PT/Q7OmfztCw4nxg4XVrJhowRsQPN9Shgz/d+PdDhD9dZUrg83C1mv3ClYrwdBFEguKj9P13zLuU5rIOgfBV54E1GSriz4v8e2+KRSp7KVSpI+H+fBiET+ksdb06ml+paHOmhNON2OnYUY14N9oUzj1wwZS8KOQl18fR4G9FNFzmrifz6EmMmKX5O0kx6ZxYSLxtSs77iPizk2wVLpY8UyVz0yKx9r1wotGmxTIyfFqbpXBdOWWJ6lG50vgyNyi8C1QzCmxIekL8pwJRp8/vhJOEFEG+9/7MdSBVIq50Ki73O7jbd/NIAZ94kUIFug8XdqoFFuvDeBCP8ONvTG3Gw3uxG12Nf6rCyXcDIZrnG7uzKCa9aUW9P5isGwDCNy8cfXWpISAycelwcjEDW/2lL030ED9eWGiCh3++IDxdkL53j9p3BsO4XFCHSEjhbiScI6ZEFi1Jmr7wsIyniZ3r05VRSzJKx6dr49UkpTssBXEq6C4Vw3Plny8V3bmiP7O7VU5HYS4eAMFEJgohprvBZNC7bxbsvl6x+2pmSsRpIWEte7VKz5j+9DhQjn6aLPBTDczxeTJzn58SwmmShPGC+Cw8yo2/b303kkORJBBkcolqrAynmfzDsQe8pyx34QEdn67mGdmuxlauxyTDwrnkh9EiaLxwOFy0yOdGf0mQjlwMy1I804EcpuaqlSHatUpCndcOZfnZ1J66Ttye3/PVGir/dGYTAxhPoUZPVXyWsYN/uQIFiC8CUws3GZ4u8Gc2WG5JSJ8fUfaDwLdLe17ey/MUpCE4QsrTarL9dOwRf/Jk6jr0nXXr4TQ3X9V1QfhwtkKNLgpfdEN+d8c9T199g/TZQZqTYr6gsh9RxHKhO6SUT9N7N1xEhHS/s+agHNks5Me9IRt6z+djTzm2pr5IqLRu1/V6NizJoGUVFvglo3tdTbZv96x3TbotqEwZ6avTbE/dcZV30YpAGum10q3PufMWFuzXKgnrUmR62iry53fonibua5LpzFbHL8KpqdBEEjRQWh7oltuyKV1g8u7j1RJ0dLKzGDPHhh9KoWjcWy5wsyySPM9ULncBdejsPALYaCl8Xzf7vr7t8UkXqXBbZZNlFEnzYpyPWxPWX/0FxK9ebCJQFZGtZhdYQ4Ms45ly3DrwAo1fv5q4It8NFl/EX+4Mysr3fA7lMHKdR2LXqs/FvxB7L4IN18OIOvSou77dEGtG0ZT1ECiuWDPqKIoo51COFGSUwygdm2DVc+JBs2eSQN11yHcjuueJ/JxAWS4D3bXwf5JQ3r8WdFfeEPFazMSqaRvdVyeDSv154uQpfh4/LTbxdB8nRPl9rraNquqtKb0YG6WrCmcqxWhibA1DuCyU5x4G27GTHkYeaHsS/J2sUOi+vliH2D2za/MT5bLp/YHFUCYX/v6E9Ytj46dW2X4rUEY4z8gPI1wp6D5ckA700eQxovvqxKL4zasUETHeDh135LzbI1wTup++GH/Q/+SEVZL1mXg9s8AKiazqTUJHkor/2RH43/5P/psczOVeJszDAOh1M5Gj4nTUMwDZCxS3ZNSRhL0/T+ajc4tIgd/tRcbNFRa6lVgP+HBZ4G4ic/eesOKhh385A0Fl+Xy+9bhD+PDKzjgX8mJSREm+8/1XGXh1jpDPy5V/XimLT//lL/Hgv3JqUrGDhcUK3K38H3yTwut2grzjttu8l+w88OAuh0FCZhlxFF/oJfOnG/mxu4HbdG+S+fjxArdmrO/3bBxmQnPx+cZJS5IXrDH2Kgbh69fJP9xWppbsO3q/ZIqx5BedjsZg6tL+Rawf0TMIuVQuDQ0w/13RAnhejBfKA1fYa3q7KfAKpy9NMdfdUAbvqVBFr7VRJj7fpk6AXHmV9yrf98IHN19d2Q8Ip4n3wWUll7nj1JzvxVc2S9ivoBzh+fqdzvlPukhVSc/WTjvdDSijcEP3OxaA444HX5Ix/pWri8PLzdQrtQu2ypmHB/mcchhRjqOsep6R3x85Hd3t4S+zmBGpTIp/97UZf2sfqULqxE/Q05yoxao62Vh6Wwh9lAL83z9i5/vNK7kuiS/xt5XcVfQ0JZ5n+OuM/G6P8DrBTbwgCJHJjZuKecF0HYmfs6z1zgi3guElI14KuktGf0roXrn7Ch6WNk1CmtBS3XVcW51aBE8RNZifZFW4GCCtixM5fj5SURVfJuiaAoW6uFpEEiAuE5YvDhRFiMTZ31Z0P/6I9f2+bRB9vrTDR24UgN6P8HQx1SXd9Yvg8ZJmIcscXSrwrzcqPteC8M1r8wAJbBSmhPWLO8I++4Eqp3dHTphizM0CvYXzTLjjMEKDNMtxMCOnWxLK0KF7mtD95IlSdCW3l2y8Y/x4Af6bXyN0+aOvbbGcTtMAmppPunbdjrp8fmheJoGd6tAhPF/ldwTUXY/u7z7AnbkDyNUKdxYD8HUSU2pEfrdH/Dc/Y1d+v6fIISWS42J8DR9e4aYFdTeg7ihvb+botvepeiexR2ysihDr4ZsTDb8drw0VRwCAfznb8wqvE6+JNRt8lR53Ju/u/vYrQrWSKRcuKyArN8Lr3MzwItcmV5dRZfLzQhGUISJ+9Yz1izs2DZJQYcb9nmq6cF5kQvbNM6XX30eqH/1MqE8bLUuySBXd60pIfM4IM20L3Ykr7pcHNtFetzcv9BVW72TqItStoQB8gyRySnhkk6mPtCpw27Gok3Xy0ft4aJuN/ZIt0UO506w5iZH+TJ+KeRbVGhA/Xvhe9JF7u6SqxJcbygOvHX+62fXgFils0nx92+OTLlJOlHxFcGXt4lFF2SN4MipJaDXk+lSQPjuww5ebusiuk3wQL4QShGiyU4hiqAwdb36Bu1AryhfvCM1dZpLDlwn+w4nwSK1wTyfk90d+fXDAmsQ/Injtf/F9u4A0V1CnBHbFFenzO3Ztux7hwxnpcY8qHEMNDvGrZ/Jkl7Y0zuS+Q5BEC3BqOq+It2xrIeLLjP7DtV3oIpcmN1Ao9lDoSuKEqncUVKjiT1aCKFSDWoGOfonwwuTqKDAeAB7mYqL1H/j+9D9+Mb+Yl+ipOvRNgVcqo3ME/nKlmPQ+Pl+RHw4Ip5kWgeBQPXPctMutji762gWKYgD4aaFs2ROnr/uBOYw2tCrgAAAZwklEQVRifEwPg3Xp2gTE88I/vz7BXwRmLZWSeHC5HwrIyUk8kBcvUT1QJu5uK7AmThWimHRrsogd3B3sAEjv9ozlcg7x61cKG3JmYZGIpHBLxpUaed5HTj/XGe7G6yr94nvU4078MR3qfmBjFrysrsgk+h/uqGa7zpzuH+8Qf/pskFE97FAeDpIaLktFJftSC0zpI8LLjY3S6wQ/rYjP5KHq0AssOwAr5eUogLvNKO/vkL53j/ByYXd/mTgJRm8wNrMqgfIlpePxeWoSdvEOlX0HjWECYLB69SKDFml6kSSUetybAECbPo2pSndEK1R1WAYq/CCFLswZ+f1REjfEzD0lWT4ZLMXCFRFgLVwDUvpgSlNaIJKEC2QTM8ULV6ds9zDx92uxIVxrJt5R+Ou1UEEqXkDlZzWdJoh5vHTCZ8pkrXyihuaWsSOSJIGyflZhBsMHANgSR+VhTZjSBaAjQqTXpsv5rdDiP/D4pIsUO1a0fTLOEaaIXhLMpZuUTgiSv6Upxgo9VcfJRWNJUNhV6s3FNRsrwvMZbpE/59VkqkaWAg3eOIwo7++Ajy98qt97NMOkP92AGOD/9U8BAG5amTJxuqLc75He88b3F5GjqynvNJk3pQ49Y2MEEuk+XLD88ucsGPc7g0e6r04WIFo7Kok08T1ujKJVbqT4OrOL/HiG7ds6DEifHxG+Ock245bpVXcd0w4myUV7nVsnP3TGZVHBtjCvy2+yDKWY5S8fEZ6vSJ8dzf9S7ncUMETyCE6CfYtMYbULTHz4cEINAesXR/iFYo38MBrcikjYyuKGxg5ITDeojp4bXe7mXy627wjOIX68UJ79kyceRpeZai092FLmVCDvVxTTcvyrfwWA21nTF/cGc/jrTOj4usBfbkBHmJhyf3a7+Y6qtfKwh5uZwxefb+SHooe7cZqm4ILFy08L1XeqAC0AxLyJNcEtKyeeLpgYxEnOmgou6m4gMvByIZz98srC3MnBt+9Rd0OzWQBwt4W2jlrhn84t9eDzB7gboaL02YF8aRebhSNX1C6ST70syI97QoVPr8jvDii7Dt2/+RplPxIZedjzfbrMLCaqMVg3+ZxidlbRiKvgtRQ9p3yZVp2k5hcJo619ZOFU7vibV5u2+MOpwgtnTjt5J2s9VuZQUuofzMwbLguvLZlAug+NBw0Tud4wJVQxtOtGYXi0qWXJIqAoVC9v5NrpcbAUDIXm/C0hvT+g+/Fzs13kasnmKtUP1/UtfyXnKJW3xUzzXmwBGi5gWZwCXZt3D6QzKG2XKKUff+Q5YdMjzxAvcJ/Lkjrx8fSdjvn/qEXqz//8z/Erv/IrGMcR//gf/2P85V/+5d/7Z4TzzMNwZGJyuRvZtcv+GwCWDu4yHebl/2nvWmPjuqr1dx4zY4/HM+P3A2I30NBQ0kQhbowJCKRYhBABRQhVVZDclodSXEiVXNQUBAk/iitRcXlJQbxSpFYEqEhaoG0ISRraKg3ETWjcliRt07g3Tew47jw843mdve6PtfceT5Om4RLbx737k6zE5xzba845e6+91/rWt0KyUd4E03vV5K8pm64NrzHKzKoA16NQMIBSS4xX2QGX6xQsnmyd02MVFe8qgU2uDWpr0DFYxfry4mGeSGIRVgGor2E1i/oIrEnWLCNLyiNlC+U2z+Egh9iKHieGXafMULRtBMYmdMJXUV9V/xzdmVjKwjAbibfnuj5MhSaIIOq4KFNUubz7SEzCa45rFqSqQLcmixzKEYAzluIJVtaLoCTgvHZetxgRNbKqXnYB9WLVOvfCxaAcblV5L6YFy26nCQ4HqXyHioU7GV51w2VVBxGULcEzBV23pskFliV1EoPwokGu5VC9f2xe9Rc66mUxrKRT13I31VJzjN8jmftUdWteU4ydb0uMywKkmCcWdPIOz7UrcqUQMvdDpHdyVtGDnZjgELGs67FyeQ6V1tXCTmY1e886dQZeSxxWTub0akNAvgBRE4JXG4I1WYBzPs1SWwHpzCPVvGtJTsAeS/LzOv4KKORy/scpMwkhCKW2On53G/h5W7kCrLykuGdzvEIuqpYXLuzXU7w4jFRzBCGThyUEMwBtcChPjj9YFkp1YdgTk7CzObivjcNOZcu77XiEn2+2ANEQ5Xsm81NcyMvFxYFzE7DkO0CKmVgoaqkwkgxKEQ7p2iWt6ydrEp1MXpenKFVwciyUmmrlzsrTTkRpLtq5IjM8LXDkoMCtNRTZheWKeOGj2KtKK9TOFnVnbRFy+Z22LR3yBjhMKFxbFvVzY0c1jwXHMhxpkbkprdquojOCUGqKlkPIANPjc3K3JlvAWPmi7LAgtEq8Ozah5zBVHiCqAppI5GQ5/0gy/KzEgq28x4uposchWIAXnCnOiVn5YjnvD5R3Y57Qz/qtMGtO6re//S02bNiAzZs345lnnsGSJUuwatUqjI6OXvbvoJDLFfbDI3oSspNZpsrKCnurUNK7DwDlBl1FT1ZLF8rqzbLGw05mOP+TyPBKuL6Ga3ZeGQGEQKkxoinV5NoQLfU8cctdmZ3kWislWomSxytZuYpUWl8UDsEZS/OEq9QsiNlEWolabr3tZIYHv6zrcEeSUq6JY/2qnkTtvlh7i0MpdiavE9aKOg6AyREyls82MItP5RysSX6Z7Sm9dbRqgMsMRbXqhw2IeISrzgscwrKIUOxogp3O6s+samQslfMKOXDGUtqp25NFzlk5zKJTzEL190WI1eiVOKknxT5F0GG6shCwMlwnF/if85W1MIAMKckCZY8pwaXGiFbyCIxlpcqCVCPJqZbz3ISPZHmBCq9YcgJx0nke1DL3pZL8KAnY51P8XAtFiGg1d3CtCfGqtFiCnZyAiNXoUIg7mgJCQZSaamGnszz55vKwkxOgzjZ+9yNhJvckskCIFyLuOZXjkfm+iSz/bYDzRQAol4OdzMJuauCdFDjvh2IJdiLDC4XJoi6+5BWzC6+Oc4UUCeu6F2aAeRBNcYhwCNbEJIekT4/wAighdfiU2orjwB5LshpBwAUFXFBNNdsr2Ela+SI/R0l9V6tzq1BiurrNO0BRW8W7TDnuncQERG0VF6SGWXWcPw/ncnknIPNatVXlBYF6Rtmirk1yUlxjx9JFKAvoyndTsRmdqfdJEpjsXFE3WvSUo6zmQuNSLKRZm7oYOp1DMRIoF4YTyuKxgbJor5vI6RIQHXYGyqKxin0atFmkQLbTqNDYk6K3FHC41ssrixwXmyJabkvNm1xkbulnoMYQBbiQXin1KGKL6jDMC2DOz3EapdwEVi38nUT2smnoFhFdXmDwCqO7uxvXX389fvKTnwAAhBCYN28evvrVr2LTpk2X/NlUKoVYLIaVCzfCCVTrmgpbFqap+ofAmdflao5XGbrSWjoCa1JKD+W4aNHKF1mOqCrAuSTLYjq4ZM9ZRQ9WLq8nBRRLrDWmaO2ALEqUxycL0ErlMmHLqucFZujZ0HItsG1YqQxEHTdmU59jqsqFcz4NCldV7JasXJET4m5ZukhJzUx10KIqCDuTQ6kxwnUW9RFdFKhi6JrKnOfwn52VjR7lQA2cz+jOxCoR6jVE9PVOKidXr5yPUclzRT1VEwrZNoeMgHL9hmRq2lle2XvhIK/2bEApcihVba6zkS0BImGZq3BYqmZikpmTAUerjQNSIXokBa+uhnMnyrGGXM0qExGm/JOqh7MsOK+nIeIRzsuEQ7AyOQ5/FUtMzpGhjlJjLZM2QkEubpShLPdcSq5ui7DH0xDxWt65ZHJAKCgLPwUPZLtM+FBFue5Igh2YzH1aOVkkG6/hqn25GrZynEtDScBOpOG11sFO55h19XoaXkMt5/iaauEkc7DTGVBNtcyxebByBb6HtdV60WMpwoYjpX5SWYharnFh0oHHi6tCicdCTRXsxARKzTGeZGV4E2Bmqwr9WJMFfp4hdviWXOxZBVYY1+8toHfuWtrJtbWStmKisXp7kcf8SBIiXMW6mdliebEgC3bVu+TVhbWaBtenyVYiAdk3Toa2eBGVBlWFYGdzEGr8FT1mVErNPKtQ4rCpHDdebZWuzXPycmEo5yG7JHTzQCVRVapl0VU15q2ix80GBRc5KwV0y2NNS+FYcCc9TYOHAEeAZJcClY9WrVOmNnFUyvxTIwyKDq4o7LB53CrCjqhi1ianJSZ5LCoCmCQFqbSBnc7xGHAcLiGIBDn8Wc21W2qR45Vy2PPCvUgmk4hGo28638+KkyoUCgiHw3jwwQdxww036ON9fX1IJBJ46KGHKq7P5/PI5/P6+2QyiY6ODqxY9l8IIFC+4VKJQT0w1VCQJywmWlCAK/qFFHpUD0yvOCylai67qCoV6tfOg+pjQMnjEEKw3JlWXW9lchDxMJzxCabcegJelMNFsG3Y4yk+Hgxo/S3Ytm5XbRHBTufZIQqhHSZPXFN2MiUCHMBO5bRSNLcjmaIXVvD0z1iTsr7HQplyXeAWBhSWpAC5IlTFw0KGUUAEN5kvJ0RLLJdjZfN6koZl8QReErByeYjaMNuTKWh5Fn7wRa6lSWcg6mplAaIMV5Y8IBiQYc4A19VEqmWo1YGdKeikcamhhsOCufLkowooRZXDPZdcC865JEQswkl0CYuo7HDk5Cqi1TqXwpMyh0o1i0kIiJog7ORkeXEh8zCKwclq9tzGXIQDcM6nISLVsPLsXAGApJo757Rk+DGb57CtJyBqq6T4LufEdEO5dBZUFeIQnyvzqCqElJiAiEZ4UpByWlZqAhQJswPJSkUByXBV+SXe8adBxRKosY7vy3gSFK+FqAmyfXIcWUWPnx0RL9CKJWZ9ArAzWYiaMOzxJLz2etjpPKwSLyC8ugiHkDyCnUiBohFeSBS4n5KKRliKoKO6ucpnQFXMNBOyIaKdnORF1hi3gRchl1UbqqRC/fkUvLooj41sUT93FSa0M1lQMMhKFfJdmEqMUAXe7PQ8ndwX1S7g8aKLgg7/X02bQu6cgy6fK5FU9S9JAVpu3UFBrjtzVAhQdo5WpAXWtXN1/kv1OStGXLg5ZhoKl3dNhXgQImCh6pwiWHHZAIVceEEHTsHjf6VT407R5XGhhIu9cEA7MyedZ5KJBzivpyDitfzu1IU5HB5wZRkHPw8RcHhX5qpO4/zZLcF95+ycJ9UzPNiZAi+Sp+zsyLFQRAlPDP03EokEYrHYm/qLy1f5u4IYGxuD53loaWmpON7S0oJ//etfF1w/MDCA73znOxccf2rw3mmz8aIYmdk/97bG//wHP3viillhAABTI+z/yTt+9g3fv/KG71/7D363wktvcX74CvwNgxm9j+l02n9O6t/FXXfdhQ0bNujvE4kEOjs7MTw8fMkP50ekUinMmzcPr7766iW3uH6DsXtmYeyeecxV2+eq3USEdDqN9vb2S143K06qsbERjuNgZKRy2TYyMoLW1tYLrg+FQgiFLuw9EovF5tRDmYpoNDonbTd2zyyM3TOPuWr7XLT7cjYZs8LuCwaDWLZsGfbs2aOPCSGwZ88e9PT0zIZJBgYGBgY+xKyF+zZs2IC+vj50dXVh+fLl+MEPfoBMJoNbbrlltkwyMDAwMPAZnC1btmyZjT+8aNEixONx3H333bj3XiZAPPDAA7jmmmsu6+cdx8FHP/pRuO6cSKtVYK7abuyeWRi7Zx5z1fa5avflYNbqpAwMDAwMDN4Kc1u7z8DAwMDgbQ3jpAwMDAwMfAvjpAwMDAwMfAvjpAwMDAwMfIs56aSuRIuPK4m//e1v+OQnP4n29nZYloWdO3dWnCcifPvb30ZbWxuqq6vR29uLEycqtX3Gx8exdu1aRKNRxONxfOELX8DExMS02j0wMIDrr78etbW1aG5uxg033IBjx45VXJPL5dDf34+GhgZEIhF89rOfvaAIe3h4GGvWrEE4HEZzczO+/vWvo1QqTZvdW7duxeLFi3XxYk9PDx599FFf23wx3HPPPbAsC3fccYevbd+yZQssy6r4Wrhwoa9tVjh9+jQ+//nPo6GhAdXV1bjuuutw6NAhfd6vY/Oqq6664J5bloX+/n4A/r7nVxw0x7B9+3YKBoP0q1/9ip577jn60pe+RPF4nEZGRmbNpkceeYS++c1v0h/+8AcCQDt27Kg4f88991AsFqOdO3fSP//5T/rUpz5F8+fPp8nJSX3Nxz/+cVqyZAk9/fTT9MQTT9DVV19NN91007TavWrVKtq2bRsNDQ3RkSNH6BOf+AR1dHTQxMSEvmbdunU0b9482rNnDx06dIg+8IEP0Ac/+EF9vlQq0aJFi6i3t5cOHz5MjzzyCDU2NtJdd901bXY//PDD9Oc//5mOHz9Ox44do2984xsUCARoaGjItza/EX//+9/pqquuosWLF9P69ev1cT/avnnzZnrf+95HZ86c0V/nzp3ztc1EROPj49TZ2Uk333wzHTx4kF5++WXatWsXvfjii/oav47N0dHRivu9e/duAkD79u0jIv/e8+nAnHNSy5cvp/7+fv2953nU3t5OAwMDs2hVGW90UkIIam1tpe9973v6WCKRoFAoRL/5zW+IiOj5558nAPSPf/xDX/Poo4+SZVl0+vTpGbN9dHSUAND+/fu1nYFAgH7/+9/ra1544QUCQAcOHCAidtC2bdPZs2f1NVu3bqVoNEr5fH7GbK+rq6Nf/OIXc8LmdDpNCxYsoN27d9NHPvIR7aT8avvmzZtpyZIlFz3nV5uJiO6880760Ic+9Kbn59LYXL9+Pb373e8mIYSv7/l0YE6F+wqFAgYHB9Hb26uP2baN3t5eHDhwYBYte3OcPHkSZ8+erbA5Fouhu7tb23zgwAHE43F0dXXpa3p7e2HbNg4ePDhjtiaT3Oq+vr4eADA4OIhisVhh+8KFC9HR0VFh+3XXXVehaL9q1SqkUik899xz026z53nYvn07MpkMenp65oTN/f39WLNmTYWNgL/v94kTJ9De3o53vetdWLt2LYaHh31v88MPP4yuri587nOfQ3NzM5YuXYqf//zn+vxcGZuFQgH3338/br31VliW5et7Ph2YU07qUi0+zp59Y58Af0DZdSmbz549i+bm5orzruuivr5+xj6XEAJ33HEHVqxYgUWLFmm7gsEg4vH4JW2/2GdT56YLR48eRSQSQSgUwrp167Bjxw5ce+21vrYZALZv345nnnkGAwMDF5zzq+3d3d2477778Nhjj2Hr1q04efIkPvzhDyOdTvvWZgB4+eWXsXXrVixYsAC7du3Cbbfdhq997Wv49a9/XfG3/T42d+7ciUQigZtvvlnb5Nd7Ph14+2loGPyf0N/fj6GhITz55JOzbcpl4ZprrsGRI0eQTCbx4IMPoq+vD/v3759tsy6JV199FevXr8fu3btRVVU12+ZcNlavXq3/v3jxYnR3d6OzsxO/+93vUF1dPYuWXRpCCHR1deG73/0uAGDp0qUYGhrCT3/6U/T19c2ydZePX/7yl1i9evVbtrR4u2JO7aT+3RYffoCy61I2t7a2YnR0tOJ8qVTC+Pj4jHyu22+/HX/605+wb98+vPOd79THW1tbUSgUkEgkLmn7xT6bOjddCAaDuPrqq7Fs2TIMDAxgyZIl+OEPf+hrmwcHBzE6Oor3v//9cF0Xruti//79+NGPfgTXddHS0uJb26ciHo/jPe95D1588UVf3++2tjZce+21Fcfe+9736lDlXBibp06dwl//+ld88Ytf1Mf8fM+nA3PKSc3FFh/z589Ha2trhc2pVAoHDx7UNvf09CCRSGBwcFBfs3fvXggh0N3dPW22ERFuv/127NixA3v37sX8+fMrzi9btgyBQKDC9mPHjmF4eLjC9qNHj1YM5N27dyMajV4wQUwnhBDI5/O+tnnlypU4evQojhw5or+6urqwdu1a/X+/2j4VExMTeOmll9DW1ubr+71ixYoLSiqOHz+Ozs5OAP4emwrbtm1Dc3Mz1qxZo4/5+Z5PC2abufHvYvv27RQKhei+++6j559/nr785S9TPB6vYLHMNNLpNB0+fJgOHz5MAOj73/8+HT58mE6dOkVETHONx+P00EMP0bPPPkuf/vSnL0pzXbp0KR08eJCefPJJWrBgwbTTXG+77TaKxWL0+OOPV9Bds9msvmbdunXU0dFBe/fupUOHDlFPTw/19PTo84rq+rGPfYyOHDlCjz32GDU1NU0r1XXTpk20f/9+OnnyJD377LO0adMmsiyL/vKXv/jW5jfDVHafX23fuHEjPf7443Ty5El66qmnqLe3lxobG2l0dNS3NhMxzd91Xbr77rvpxIkT9MADD1A4HKb7779fX+PXsUnEzOWOjg668847Lzjn13s+HZhzToqI6Mc//jF1dHRQMBik5cuX09NPPz2r9uzbt48AXPDV19dHREx1/da3vkUtLS0UCoVo5cqVdOzYsYrfcf78ebrpppsoEolQNBqlW265hdLp9LTafTGbAdC2bdv0NZOTk/SVr3yF6urqKBwO02c+8xk6c+ZMxe955ZVXaPXq1VRdXU2NjY20ceNGKhaL02b3rbfeSp2dnRQMBqmpqYlWrlypHZRfbX4zvNFJ+dH2G2+8kdra2igYDNI73vEOuvHGGytqjfxos8If//hHWrRoEYVCIVq4cCH97Gc/qzjv17FJRLRr1y4CcIE9RP6+51caplWHgYGBgYFvMadyUgYGBgYG/79gnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW9hnJSBgYGBgW/xv4S/gUj0a0A+AAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "path = './NGC1300_DESI_R.fits'\n",
    "hdu_list = fits.open(path, cache=True)\n",
    "img = hdu_list[0].data/0.75/0.75 #L/arcsec^2\n",
    "plt.imshow(np.log10(img),origin='lower')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "79daedf7",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-08T13:01:27.925666Z",
     "start_time": "2024-11-08T13:01:27.753894Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "566.82336\n",
      "566.82336\n",
      "将NGC1300放到红移为1处时，如下图所示\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z = 0.005264#from NED\n",
    "c = 3*1e5 #km/s\n",
    "H0 = 70    \n",
    "V = z*c   #km/s\n",
    "Distance = V/H0  #Mpc\n",
    "arctkpc = Distance/1e3*np.pi/0.648  # 1 arcsecond corresponding to kpc  \n",
    "\n",
    "H0 = 70\n",
    "omegaM = 0.05\n",
    "omegak = 0.25\n",
    "omegalamda = 0.7\n",
    "\n",
    "\n",
    "z1 = 1 #移到红移=1\n",
    "\n",
    "dH = c/H0 #Mpc\n",
    "\n",
    "def getdc(z):\n",
    "    return dH/np.sqrt(omegaM*(1+z)*(1+z)*(1+z)+omegak*(1+z)*(1+z)+omegalamda)\n",
    "\n",
    "dC, error = quad(getdc, 0, z1) \n",
    "dL = dC*(1+z1)\n",
    "dA = dC/(1+z1)\n",
    "\n",
    "img1 = img/(4*np.pi)*(1/((1+z1)**4))\n",
    "index = dA/Distance\n",
    "\n",
    "from PIL import Image\n",
    "original_image = Image.fromarray(img1)\n",
    "target_size = (int(img1.shape[0]/index), int(img1.shape[1]/index))\n",
    "resized_image = original_image.resize(target_size, Image.BILINEAR)\n",
    "resized_image = resized_image/np.sum(resized_image)\n",
    "resized_img = resized_image * np.sum(img1)\n",
    "\n",
    "plt.imshow(np.log10(resized_img),origin='lower')\n",
    "plt.xlabel('X[0.75arcsec]')\n",
    "plt.ylabel('Y[0.75arcsec]')\n",
    "print(np.sum(img1))\n",
    "print(np.sum(resized_img))\n",
    "\n",
    "print('将NGC1300放到红移为1处时，如下图所示')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c161f0a",
   "metadata": {},
   "source": [
    "#先resize（流量守恒），后表面亮度下降（没有4pi）更简单"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f60f522",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-08T11:48:40.835533Z",
     "start_time": "2024-11-08T11:48:40.829591Z"
    }
   },
   "source": [
    "作业18\n",
    "\n",
    "对于作业5或者作业15中的星系，采取至少一种方法来（定量）评估该星系所处的环境"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "eb96381c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T06:31:23.169693Z",
     "start_time": "2024-11-09T06:31:22.119234Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Pixels used: 15366\n",
      " Peak Img[j, k]: 400 400\n",
      " Mean (j, k): 399.26 399.04\n",
      " Theta (deg): 168.6\n",
      " Astro PA (deg): 101.4\n",
      " Eps: 0.437\n",
      " Major axis (pix): 98.8\n",
      "<SkyCoord (ICRS): (ra, dec) in deg\n",
      "    (49.92098624, -19.4111255)>\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#获得NGC1300的中心\n",
    "def pix2radec_legacy(x,y):\n",
    "    xcen_ra_ip = y\n",
    "    ycen_dec_ip = x\n",
    "    file = './NGC1300_DESI_R.fits'\n",
    "    f = fits.open(file)\n",
    "    w = WCS(f[0].header)\n",
    "    sky = w.pixel_to_world(xcen_ra_ip,ycen_dec_ip)   \n",
    "    print(sky) \n",
    "path = './NGC1300_DESI_R'\n",
    "hdu_list = fits.open(path+'.fits', cache=True)\n",
    "img = hdu_list[0].data\n",
    "f = find_galaxy(img, fraction=0.03, plot=1)\n",
    "xcen = f.xpeak\n",
    "ycen = f.ypeak\n",
    "pix2radec_legacy(xcen,ycen)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "670a7483",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T11:35:54.437267Z",
     "start_time": "2024-11-09T11:35:54.429741Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "红移小于 0.005497333333333332\n",
      "红移大于 0.005030666666666666\n"
     ]
    }
   ],
   "source": [
    "z = 0.005264#from NED\n",
    "c = 3*1e5 #km/s\n",
    "H0 = 70    \n",
    "V = z*c   #km/s\n",
    "Distance = V/H0  #Mpc\n",
    "arctkpc = Distance/1e3*np.pi/0.648  # 1 arcsecond corresponding to kpc  \n",
    "Distance_1 = Distance+1 #纵向方向至少在1Mpc以内\n",
    "Distance_2 = Distance-1 #纵向方向至少在1Mpc以内\n",
    "V_1 = Distance_1*H0\n",
    "z_1 = V_1/c\n",
    "\n",
    "V_2 = Distance_2*H0\n",
    "z_2 = V_2/c\n",
    "print('红移小于',z_1)\n",
    "print('红移大于',z_2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "69a1ddeb",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T06:31:37.162027Z",
     "start_time": "2024-11-09T06:31:23.837227Z"
    }
   },
   "outputs": [],
   "source": [
    "#读取DESI的catalog\n",
    "path = '/data/rscai/SDSS_HSC_DESIrealgal/gz_desi_deep_learning_catalog_advanced.parquet'\n",
    "parquet_file = pq.ParquetFile(path)\n",
    "table = parquet_file.read()\n",
    "\n",
    "path_1 = '/data/rscai/SDSS_HSC_DESIrealgal/external_catalog.parquet'\n",
    "parquet_file_1 = pq.ParquetFile(path_1)\n",
    "table_1 = parquet_file_1.read()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7ae05201",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T11:40:18.937783Z",
     "start_time": "2024-11-09T11:40:18.573008Z"
    }
   },
   "outputs": [],
   "source": [
    "RA = table.column('ra')\n",
    "DEC = table.column('dec')\n",
    "\n",
    "redshift_spc_z = table_1.column('spec_z')\n",
    "\n",
    "RA = np.array(RA)\n",
    "DEC = np.array(DEC)\n",
    "\n",
    "redshift_spc_z = np.array(redshift_spc_z)\n",
    "\n",
    "#选择小于z1,大于z2的星系\n",
    "index = np.where((redshift_spc_z<z_1)&(redshift_spc_z>z_2))[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a2bbeac2",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T11:38:24.068843Z",
     "start_time": "2024-11-09T11:38:24.059524Z"
    }
   },
   "outputs": [],
   "source": [
    "def match(df_1, df_2):\n",
    "    \n",
    "    ngc1300 = SkyCoord(ra=df_1.ra, dec=df_1.dec, unit=u.arcsec)\n",
    "    decals = SkyCoord(ra=df_2.ra, dec=df_2.dec, unit=u.arcsec)\n",
    "    idx, d2d, d3d = ngc1300.match_to_catalog_sky(decals)\n",
    "    \n",
    "    z_df = np.array(df_1.z)\n",
    "    \n",
    "    #求本地到NGC1300的距离和到另一个星系的距离\n",
    "    z = 0.005264#from NED\n",
    "    c = 3*1e5 #km/s\n",
    "    H0 = 70    \n",
    "    V = z*c   #km/s\n",
    "    Distance = V/H0  #Mpc\n",
    "    arctkpc = Distance/1e3*np.pi/0.648  # 1 arcsecond corresponding to kpc  \n",
    "    V_df = z_df*c   #km/s\n",
    "    Distance_df = V_df/H0  #Mpc\n",
    "    \n",
    "\n",
    "    \n",
    "    #求本地到NGC1300的距离和到另一个星系的夹角\n",
    "    RA1 = np.array(df_1.ra)*np.pi/180\n",
    "    DEC1 = np.array(df_1.dec)*np.pi/180    \n",
    "    RA2 = np.array(df_2.ra)*np.pi/180\n",
    "    DEC2 = np.array(df_2.dec)*np.pi/180\n",
    "    cos_theta = np.sin(DEC1)*np.sin(DEC2)+np.cos(DEC1)*np.cos(DEC2)*np.cos(RA2-RA1)\n",
    "\n",
    "    #已知两边和夹角，利用三角公式求这两个星系的距离\n",
    "    Final_distance = np.sqrt(Distance**2+Distance_df**2-2*Distance*Distance_df*cos_theta)\n",
    "       \n",
    "    return Final_distance\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "id": "22c3a90a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T11:38:24.296808Z",
     "start_time": "2024-11-09T11:38:24.291146Z"
    }
   },
   "outputs": [],
   "source": [
    "DESI = {'ra':RA[index],'dec':DEC[index],'z':redshift_spc_z[index]}\n",
    "DESI = pd.DataFrame(DESI)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "04a7ec9a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T11:38:24.519434Z",
     "start_time": "2024-11-09T11:38:24.514284Z"
    }
   },
   "outputs": [],
   "source": [
    "def process():\n",
    "    NGC1300 = {'ra':[49.92098624],'dec':[-19.4111255]}\n",
    "    NGC1300 = pd.DataFrame(NGC1300)\n",
    "    Final_distance = match(DESI[[\"ra\", \"dec\",'z']], NGC1300[[\"ra\", \"dec\"]])\n",
    "    return Final_distance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "id": "3fcedd69",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T11:38:24.733035Z",
     "start_time": "2024-11-09T11:38:24.713303Z"
    }
   },
   "outputs": [],
   "source": [
    "Final_distance = process()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 146,
   "id": "17db008f",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-09T11:39:54.690033Z",
     "start_time": "2024-11-09T11:39:54.683675Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 7.11050234  7.17783348  7.19018537  7.34353273  7.43974041  8.21565739\n",
      "   9.2615329   9.60676754 10.08043829 10.18374249 10.45799047 10.96364455\n",
      "  11.62645098 11.68209801 11.9713605  11.99248957 12.60550687 12.61430167\n",
      "  12.71759012 12.76973627 12.80930541 12.90748236 13.14978156 13.27308246\n",
      "  13.39394157 13.44444126 13.58044871 13.60089644 13.88800041 14.1083287\n",
      "  15.37737565 16.0641962 ]]\n",
      "到最近邻星系的距离为: 7.1 Mpc\n",
      "NGC1300是isolated galaxy\n"
     ]
    }
   ],
   "source": [
    "tree = cKDTree(np.c_[Final_distance.ravel()])\n",
    "dd, ii = tree.query([[0]], k=32)\n",
    "print(dd)\n",
    "print('到最近邻星系的距离为: {:.1f} Mpc'.format(dd[0][0]))\n",
    "print('NGC1300是isolated galaxy')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3b8ba0aa",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 这个算法是错的，红移差反应的是速度不是距离"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5aa722e5",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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