DataBlockSequence.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Audio Sequence Data Block"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Datablock API use for audio sequences."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The autoreload extension is already loaded. To reload it, use:\n",
      "  %reload_ext autoreload\n"
     ]
    }
   ],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#Export\n",
    "\n",
    "#Internal dependencies\n",
    "from exp.nb_AudioCommon import * \n",
    "from exp.nb_DataBlock import *\n",
    "from exp.nb_DataAugmentation import * "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#Export\n",
    "\n",
    "#External dependencies\n",
    "import mimetypes\n",
    "from fastai.vision import *\n",
    "from fastai.text import *\n",
    "import torchaudio\n",
    "from torchaudio import transforms\n",
    "\n",
    "#for jupyter Display\n",
    "from IPython.display import Audio"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sample data for test"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## AudioSequenceItem"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For sequences of data (for use with models like RNNs), we need a separate AudioItem. This Item organizes data into sequences of `AudioData`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Export        \n",
    "class AudioSequenceItem(ItemBase):\n",
    "    def __init__(self,\n",
    "                 data:AudioData,\n",
    "                 sample_len=401,\n",
    "                 stride_len=200,\n",
    "                 max_seqs=20,\n",
    "                 **kwargs):\n",
    "        # chopping up one signal item to [0,1,2], [1,2,3], [2,3,4]...\n",
    "        chopped = []\n",
    "        numOfChunks = ((data.sig.shape[0]-sample_len)//stride_len)+1\n",
    "        \n",
    "        for i in range(0, numOfChunks*stride_len, stride_len):\n",
    "            if (len(chopped) >= max_seqs): break\n",
    "            chop = data.sig[i:i+sample_len].clone()\n",
    "            chopped.append(chop)\n",
    "\n",
    "        self.data = (chopped, data.sr)\n",
    "        self.kwargs = kwargs\n",
    "    \n",
    "    @property\n",
    "    def sr(self):\n",
    "        return self.data[1]\n",
    "    \n",
    "    @property\n",
    "    def seq(self):\n",
    "        return self.data[0]\n",
    "    \n",
    "    @property\n",
    "    def num_seqs(self):\n",
    "        return len(self.seq)\n",
    "    \n",
    "    def __str__(self):\n",
    "        return f'Length: {len(self.seq)} | Shape: {self.seq[0].shape} | Sample Rate: {self.sr}'\n",
    "    \n",
    "    @property\n",
    "    def size(self):\n",
    "        return self.seq[0].size()\n",
    "\n",
    "    def apply_tfms(self, tfms):\n",
    "        modified = self.data\n",
    "        for tfm in tfms:\n",
    "            modified = tfm(modified)\n",
    "        return modified\n",
    "\n",
    "    @property\n",
    "    def shape(self):\n",
    "        return self.seq[0].shape\n",
    "\n",
    "    @classmethod\n",
    "    def from_file(cls, fp:Path, **kwargs):\n",
    "        return AudioSequenceItem(AudioData.load(fp), **kwargs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6300"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import glob\n",
    "from fastai.basics import url2name, datapath4file, untar_data\n",
    "path = datapath4file('timit')\n",
    "wavs = glob.glob(str(path/'**/*.WAV'), recursive=True)\n",
    "len(wavs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AudioSequenceItem Length: 20 | Shape: torch.Size([401]) | Sample Rate: 16000"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def test_AudioSequenceItem_create_from_audio_file(f):\n",
    "    a = AudioSequenceItem(AudioData.load(f))\n",
    "    assert 1 <= len(a.seq), 'Has a sequence'\n",
    "    assert a.seq[0].shape[0] > 100, 'Has data'\n",
    "    assert 16000 == a.sr, 'Has sample rate of default 16000'\n",
    "    assert a.size[0] == 401, 'Sequence contains a tensor of default length'\n",
    "    display(a)\n",
    "    \n",
    "test_AudioSequenceItem_create_from_audio_file(wavs[0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## AudioSequenceList"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Export\n",
    "\n",
    "def _maybe_squeeze(arr): return (arr if is1d(arr) else np.squeeze(arr))\n",
    "\n",
    "class AudioSequenceList(ItemList):\n",
    "    def __init__(self, *args, **kwargs):\n",
    "        super().__init__(*args, **kwargs)\n",
    "    \n",
    "    @classmethod\n",
    "    def from_df(cls, df:DataFrame, path:PathOrStr='.', **kwargs)->'ItemList':\n",
    "        \"Create an `ItemList` in `path` from the inputs in the `cols` of `df`.\"\n",
    "        inputs = df.iloc[:,] # FIX ME\n",
    "        assert inputs.isna().sum().sum() == 0, f\"You have NaN values in column(s) of your dataframe, please fix it.\" \n",
    "        res = cls(items=_maybe_squeeze(inputs.values), path=path, inner_df=df, **kwargs)\n",
    "        return res"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## AudioSequenceDataBunch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Export\n",
    "class AudioSequenceDataBunch(DataBunch):\n",
    "    @classmethod\n",
    "    def from_df(cls,\n",
    "                path:PathOrStr,\n",
    "                train_df:DataFrame,\n",
    "                valid_df:DataFrame,\n",
    "                audio_cols=[],\n",
    "                **kwargs) -> DataBunch:\n",
    "        src = ItemLists(path, AudioSequenceList.from_df(train_df, path), AudioSequenceList.from_df(valid_df, path))\n",
    "        # TODO: toggle classifier or LM here (toggle labels)\n",
    "        labeled = src.label_const(0)\n",
    "        extract_seq = lambda x: x[0]\n",
    "        tfms = [[extract_seq], [extract_seq]]\n",
    "        labeled.transform(tfms)\n",
    "        return labeled.databunch(**kwargs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
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       "                                            FileName\n",
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "AudioItem AudioItem: 2.45125sec (39220 @ 16000hz)."
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def test_AudioList_from_df_file_names():\n",
    "    import glob\n",
    "    #Create Data Frame\n",
    "    df = pd.DataFrame(glob.glob(str(path/'**/*.WAV'), recursive=True)[:10])\n",
    "    df.columns = ['FileName']\n",
    "    display(df.head())\n",
    "\n",
    "    #Crete AudioList\n",
    "    ils = AudioList.from_df(df, path, cols=['FileName'])\n",
    "    \n",
    "    #Test a item\n",
    "    i=5\n",
    "    print(f'FileName: {df.FileName[i]}')\n",
    "    a = ils.get(i)\n",
    "    print(a.data.sig.shape, a.data.sr)\n",
    "    display(a)\n",
    "\n",
    "test_AudioList_from_df_file_names()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "torch.Size([37991]) 16000\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "AudioItem: 2.3744375sec (37991 @ 16000hz).<br />\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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AA8A+f8PAPn/BwAXAA8ADwAHAA8ABwAPAA8ABwAfACcAAAAuAAcAFwAfAAAADwAPAA8ABwAXABcAAAAfAB8A+f8HAA8ABwAfAAcADwAHABcABwAXAAcAFwAPAA8ABwAfABcADwAnAAcALgAnAAAAJwAfACcABwAnAA8AJwAPACcABwAHAC4AHwAPABcAAAAuAA8ADwAnAAcAJwAXAAcAHwAfAPn/DwAHACcABwAfABcAHwAXAB8AFwAHABcAJwAPAAAABwAuAAAALgD5/x8AHwAnABcAHwAnAAAAHwAnAB8ALgAfACcADwAXACcALgAuABcADwAuAAcALgAXAB8AJwAfACcAHwAXADYADwA2AA8AHwAfABcALgAAAC4ABwAXADYAFwAuAB8AAAAuAA8AHwAfAA8ABwAnAA8ADwAXABcAJwAPAAcAFwAXAPn/DwAXAAcAFwAnAA8AJwAPAAcABwAPAAAAHwAfAAcAFwAAAAAAHwAHABcAHwAXABcAHwAfABcABwAuAA8AJwAAAB8AFwAAAC4AFwAnAPH/FwAPAAcABwAXAAcAHwAfACcALgD5/x8ALgAXAA8ADwAfAB8ADwAfAA8ALgAfACcALgAfACcADwAHAAcADwD5/w8AJwAAACcAFwAnAA8ALgAHADYAFwAXAA8AHwAfAAcAJwAXAB8ABwAnABcAHwAXAD4AHwAfAC4ADwAnAAAAJwAHAPn/HwAXAAcADwAfAB8AFwAHAA8ADwA2AAcABwAHACcABwAnAB8ADwAnAA8ADwAXAAcABwAPAA8ADwAfADYAJwDx//n/4f/p/w8A+f8fADYALgAuAC4ANgAfAB8ANgAuAC4ALgAuADYALgAuAC4ALgA2AC4ARgA+AD4ANgBGAE4AbQBtAG0AnAB9AG0AVgAKAUsCuAKTA44EzAe6DUYRNw7oCYgFTfxt8pjtjOtt6OTs+/Z1AJAF6gpKDJIJygOJ/qL4sPQM9JP10/l3ARAHXQquC64LEAe2Acv8vPm19tT2hfnD/OUBSgXZBtEGqAWXAZz8tvqy+JD3TPj3++f+TQOOBPQEMgXSA6r/fPyx++P5Bfga+oz8m/8CAbUEXAZ0A/H/Af2N+Xz14PEc8dPyWgJEFyogsSSYKh0h5g9x/hnzcN+F1EXakOaK8QYDnBGFGN8WQRKhCRT7zvDD6B3n6utx998Cmw0LFlYYlBQQDgMFnPng8QDvce3g8ST7KwJyCU0Nqw0KCAwC4Pt89bfwj/Cz8mP4jADzB54LcQyECrcFef7T+bP12/Ka8R71WPr8/fIAQARqAur87Paz9QQC/SMWOYUzkDucPfUjef6+80TW6LHSrlvM4d1J8GoMTR6mHI8c0BovB9f0Rujl3zzdwu58A3EMmxe+I4shrRXgENcFP/ZF6+fqreyH81L+vAfiClMJvwXN/VL0Wu0l51PgHuTm7TT4EgiBFrYcwB13HKoXnQ5EBk38IO8B7FDzRvkF+wkE0AlmB5MDCQQCAXH3jPIF8UP0HPtdA+MHTQ3KDYQKwQbaA0b82vWy+H/9FgOcCpkTHBMsEMAMmgb9+v3wOOzV6ZbsrvOZ+7gCFAndC9MHDQa4Ahz7KfNi9Jj37PZp/h0GsQlWBykL6AkmA1D9U/vj+cr1g/jd/c0BSAHFBL8FwAK4/t390PtU+Fz4h/rF/QcAfAPpBi0NYgydB6AFnQSg/q764vwR/SL62PueAVoCQwJSAuH/WPo8+Iv4ufh7+FH6fPwKAYQDfAM1Aw4DOQFp/uf+dP+G/XT8i//TAEsCHgOZApwATP9c/0L++vx8/E38/P2MAM0BUgIzAgIBJf/A/lD9Y/sK+jT7xf3S/2ICnQSlBDgEugOJAgAAV/2A+iz7MP15/vIA8QOdBGQDNQMjAvn/kfuF+af6Xfw6/icAfwH/AoECGwWrA54B7/5s/2/9xvpL+2L+JwDqAHICzQFyAgQCGQG1/V/9z/4j/uz9Fv/dAVUDwgNiAt8CMQHF/Qn9QP0S+nL7Pf8E/lz/IAQbBUUDjAMrAlT/DP5X/Qf8Gf3+/tn/0v8zAmICMwLbACcAfQA+AAAA/v5U//7+GQFDAhwC0wCcAML/bP9/AYkCRgAz/t0BOARFA28BagLDAFL+VP+e/Xz8NvxlAEYA4wARAQ4DxgEUAp4BhQDX/s/+bP/C/1AB1QEpAUgBrADx/z3/3/6FAIcB0wDDAA4DQwKkAA8ATgBC/qr/+f9U/3H+0v/h/7j+6f8AAH8BCgFoAfoAKQGsALsABwCy//IArgGFAKr/jACFAA8AZQCkAM/+LgApASX/kf5QAbQAx/4O/9n/gf61/Xv//v6D/+0BuAJoAZ4BXQNiArsA3/7d/Tb8VfyM/Pz9k/+uAfwBsAKMA7ACpAD2/s390PsU++D72vyo/nUAgQKEA08EmwO2AWUARf8z/kD98vyu/XT/EQGMAB8AdwEKAVT/Ov6R/uz9Sv6o/iX/e/8hAfoAbQDbAFABywDf/uf+oP7P/qD+Pf82APoAywAhAWgB6gC7ALL/Yv5i/kr+V/1v/Xv/EQE5ARwC7wLnAlICQwK2AcYB7QG+AfIAjAACAQIBWAGPAfQBMwJLAtUBfwEEAt0BngExAU4Ai/+b/7r/uv9lANsArAC7AHUAk//v/hb/gf7d/b393f1S/pP/bwH0AfwBbwHLAB8APf9n/XT8Hvz3+5z8pv0G/5wAKwI7AmoCIwIRAcD+QP3I+5H7avuC+2X8Ef0j/kX/aAExAZP/7/55/hH9mfu5++/7lPzi/DP+Bv/5/x8Ai/8t/xv+VfxJ+nv4Bfg8+Fz4APn6+Y/6j/o5+nX5J/mK+9MAKghGEdMbXyaJLs8xmS6rJbwY/QjR+DPqjd5I2LTXltta4z3uOfoDBagMFxH6EbcPhwsNBuUBo/9U/8sA7wINBu0I9wl6CT8H9wJa/vP5LfWC8QPwEvAR86j3nv3aAw0JsAw/DtkNIwypCRgHCQQKAcD+2vxy+7b6ePrW+kv7cvt6+5n79/uE/Jb9Wv4t/7r/uv9c/7D+7P3a/FP72/nZ+Bf5Mfok+8P8mP7p/y4AVP8M/lX8SfrP9y31UPP48RXxNPHQ8XXyKfNI89vyufEn70jsResG7pb2Qwk9KLRHR1+Xau9kilcOQ3UiJf+O2829sK3QoxGlD7XjzabsCwXNFZ0iBih5JzgfJBNqDL4I8AYiCPQLVRQ7HYseTxhaDA/8d+l41S/DXrlcuC6/y81I4rH7GxZzK8o52D9/Phk3+SgIGJ0HCvrJ8ZDtZ+wY76zyMPb+9yD2lPLH7RLpQuYy5sDqk/WdBAkVQySzLz42MTfFMKkkOhbXBXT1reU72c/SUtIu1+jgsO1G/J8IyxEGF40YLxh8FGYOtAeXAbv8g/iL9Vr0FPTd8ynzMfNq9CD20fjo+9n/kwN7Bp0HJwfFBG0AOfrL8k/smudH5TDlW+dN653v1fM697T5j/qy+GL0Zu/a64HtKvcWDWUv805iZNhrmWTeVk1Ahxwq97DSjra/ps2bWZ9LtL3RO/SVDsUfyC5LNSUyBiiXGccPeAi0AJz8b/2GBKMNrQ5qCXUA3fMa5q/VPsbKv3nBQstH22bvQwlDJO84iEV3SINDRTkEJywQvvoE6oLgA9x82k7eUebE72H3KfoF+3L7j/ro+Hn3IvpoAWUKehPyG3okjy0VMj4saSBUEK79jOu42U7NGstiz6jZN+iL+GoMlhw4JvYqHijmIDgV9gU3+dvvU+oP6Nnn+evQ8aD32vyMACYDOATXAlABRgAuAPn/9v5C/pb9F/wX+T31cvEt7urrmeo965jtePCu8632i/jj+dn4NfVZ8DvqN+Xn4yjsqga8LNFNjmaDbytugGeFTn8mSP3O1ae60KOxjwySoqdHyuPvnQejHqE1bT0QOl4sphyWFdMKjPwm9fP2agI7DNMKmgbyAGv44OqA1b7Ewr/HwTLLMdh+7NMK/id9PdBJ7kx+S6NAjSnEDlf2jeWG25jSU88q1bngLe5n9t36XQDxA5MDwv98/Gz/7gV/Cx8RjRjoIQ4ojCUrHdIUWgxM//7t+N0i1bLTeNU12rzlKve2COwV1B+bKI8toivbIpAWfAqu/bzvGOVy4FXh1+NM5/btjvb+/uQExgj+DBoPug1dCjUGmQIz/jz4u/LR7ijsBOoS6Vrq1+3w8Xz1H/mU/MD+tf2f+o72U/Fl61zkwd092mfbMuYeA48tHlR+cPt6VHmfcWNXeCqp+yPSu7Vwn+SKE4v1ok3JevEJCzQhljehP2c6iCrrGPIRagmE/Hb2hfm3BU4Rnw+2CNMAbPUD5qHPGb1suHe9fsp227Hx+BAgMA1G6FCpUDBLMT6cJbYIL+8i333X+dDGzirVZ+JE8R/50PsHAHQDZAMl/2r7XP94CCUQ5BWWHJQlBSsRJngZjgs+AOL1cOYp2P7SftS921Tkk+7H/mkPJxtBI/4nUSoWKNIeYhOdBz783vAa5vfgTeGB4/3mX+wz9ED99ATTCs4PFBMpEnYONAkOA2X8yPTP7WjpBeca5mvnDus58HT1pPlA/YP/i/90/Jj3bfJh7WPnpOGv3MjZGNvr5VoCoS5ZVntyu33We590JFoSKtv5ytBVtaKg9IriiaGjC8um86AM3iDTNpc+bzdfJhEVYxCzClz/Kfoz/rMKbxWqEO4Fufvp7gjeZ8fStam0Fr+M0HTkB/zbGyg6z0y9UqJN40QXNgoc/v745/Tbd9il1LLTCdtG6O/0L/lj+DT7z/4l/9D7zvr3ApAP2xijHjsk9iplLAgimhCFAFX1JOqW27XRV9GZ2enkbO4i+vAJ4ReoIFMkZSUpJqohPxgoDjgE3fpR8AXnxeJQ4lLjreUH6xT09P2DBgEOTRSyF2EWbRE2Cu0BY/hz7iXnSuNI4nnjROeo7bj0p/qJ/oUAQAH2/hL6UvRz7sbp8eTI4PPeBt0/3hXnZP+qK5NUR3BOfRh6ZXMZXJAqF/nk0c+3+KehkjKO+Kflzp32RQ3TG/EvnjfvLisdQgzVC6MNRAYUAroGMxMcHVUUFgNi9GblZtSBvnSu+LEAw6HZYfBuB8sljkG8Tk5OwkM7ODIqnBGI97Xl1t9Y4k3hcN/x5PHubva49GTuuu5n85b2+/bO+qcIihoJJogqrCz/Lv0qcxrxA2vxGuaA35zXotOz2sfmtvPy/HQDzwzSFLgWYRYyFtEXzhlMF0UU0RAmCsMAyPTI6h7kKd813fXfL+j08+n/1QsrFrYcOx0AGFEPfgSq+L/tpeXq4Sni6eR66izxoPe5+5b9DP67/G753/QS8GntdOsa6TTn3OWj5BPjOOIE6iYDJC77VZBxNHxzeSJxxFXYJEDzy82ot06oi5b+lTyxqNmm/RoPkhoQKe0tWCM0EF8EJgoPEd4Pow1aE8UfhyPYEyb8c+cX16nF8LESqam0jc3b6B8AVBc9MmtG8UrkQeszPSjoGtkG7fOM6zXuIfNr8fzsUu2f8AjvbuUl3eveyedh8ID30gNuGLkrnzT7MygwcysoH1sJ8vLS5EPgtt993rvhjuze9/b+DwAfAFUDzwXXBRIIZg4AGAMghSLhIXIdMxOrAzby5+N82vXVD9eV3mXrIvp1B2AStxmsG5MXOg9hBQ/8BPQd7i7rVesD7azvD/J386bzVfJ68YrxY/Fb8VPxZfI79Fr0bfI37/HrkudA4v3fGulhBcQz7Fy9d8V+lHaaaIxH4BME44HBQbNQrO2i/akWycHxeA8rFrAWBxvMGDAL4fhs9aIGyRcmHvEeoSSpLoYpdg4y7QjUBcWwt12ria31xHDmiQLiFIokiDREPHA0riMVFwoS+Q2YBYP/JgPsC18OKASz9bPrquRk2uPNm8nz1EboVvnRBt8WEiptNgo0DiieHCYU1gg/+UrtK+1n9tL8qfsp+pf6aPrl8zHpGOVi6r7z5P3wCakaWyuaMi4v0CTJF50HSvQG5OTbUtx84arnMvBg+oECugYfBzwG1ASZAqQAuv8CARwCMQGg/pf6P/Y08QfreOaT5OTlaOmg7WXydvZG+Xj6ovjf9OvvJOpm5U3hMd+65HP4HyLFUgp0/3/yc3phiUlnH8/t78jmuobAbsP4wuzR6++TDakTnQQS+t73OvdR8LPrsP5+HyY21zjqL1Ys+SiCExvtCco+vDO+MsEaxK3RCO9/C2EWahNUEIITHhRfC8IDzgitGOAkFCTXIIshxR8+ETX1t9zH0l/R0M/GznrZvvAVBq8Ptw/TET8Y+BcwDjAE+QM9DbYSsRDzDpETNxgvEZv//u2T5IThY90J2xHiqfH/AooQzhlMIR4lsiFMF4cLTQN//W75Wfci9335CvoT95zyXu9P7/3wzfOY9yn9XwT/CdULBwqYBZQAQfpA88/tm+tA7Hntm+6073Lx4vKk8qfwou4G7i3uce0w7LPrEeyt7FLtifRaDOo2zVzZb0FqfFTfQs0tQgwC6WnSv9J432rjIeKt5Yv11ATN/Rbr497l3zLt5Pbp/3wUdSwVPF02viOzFPUIU/v75SPSps7N2Ijmg+4f8jL32Ptl/AP3r/AX8iL6qgZ0FJYfRymmLcErRiWdGJIJrPkL7cnnn+YC6ZbsW/Fr+Ir7+PiP8xrwf/P294z8gQLDCqAWyh52H1YbIxaCE+kN6QPb+YTysfHL8tvyf/N59Oz2KfoB/VABGAReB0YKzQuGDgsPQgxDCaAFJgPS/wr6s/Xy8vTz0vU/9ir3ovif+u/70Pss+7n7evs+/FX8Qfo5+t36VvkJ9ljzJPHz7/juXO6y7iDv/fAZ81XyS/Ey8JPuSOz16RHs+vnGGctAu1uKYZ9PbTZGJXkWBgbl84XoqO0t+AwCkQJR+lz4SvS26XPdEtV227PrdPyBDC8YXiJGJTQaqQkB/cn4Dfh386XvivGM/CoFmwPl+v3wtewz6njm9uay7lr+ug0eFM0VvxZsF44VGwz3Akz/ywDHBS8HHwdJCOsHIwWE/K7zqu5v7EzuPPGW9kL+GARRCM4IXgdcBmcEqwNfBLIGQwmSCfUIKgg3B6UEm/8i+t73xPn6/B8ArgFaAh4DcgKMADr+b/1U/9sAGQFYARQCkQJiAn0AUP1w+mb5Vvn4+B34Y/h9+dv5vPlc+Kj3RPjo+HX5EPma+BD5CPlE+Pv24vUg9tz2KvcL9zj22vU99bj0IfNL8dbwFvWPARYUsCc1MnQvrR+ID7YIYAg1DZIJvggeCs8M/xMFEPAJjgTf/lv76PHc7HLxEvqbA9cFXQNvAR3/pv3P96bzwPSY9//7Q/vk/fwB0AK4Agf8RPj+94D3lfn4+Cb8DAIBBBgE8gB7/6QAoP6j/Ev7fPwKAXQDnQQLBa8FugZHBCkBwP6R/rsAvgEOA28EqAVzBuQEdAMjAq4BxgEpAWgBHAI7AtACqQIzAjMCfQDS/8L/HwDVATEB4wAfADX/Nf+1/fr86vym/e/+x/7+/lT/2f8HAEz//v7H/hb/Bv8z/r39UP0h/XT8avsk+zT7kfvA+zv7/frG+tb6h/rr+cT5WPr9+u36Avrw+DT4/vdZ99T28fVH9qX2Jfjt+tL/CAeVDnAS1A72BcL/AACGBDYKEQswC88MNBChE8EQIA5iDNULXwtcBiMCxgGdBMQHiAUEAs/+f/18/Pj41PY49hX4YPqs+Qr6Sfp4+jH6qPfm9wj5Qfqx+3L7MP10/0YAm/+m/Zb9Yv69/T78mftA/fH/SAGkANL/LgDyAAoBBwCL/9sAqQIBBI4EhgQqBbcF9gX+BXkFcQV5BUIFWQVSBXEFnQSGBFUDVQMGA0sCmQJoAUgBVgAO/8f+f/1n/Uj9hv0j/r39vf1v/TD9rv3y/Mv8ZfwJ/ez9tf2U/Eb8D/wm/Ln7wPtb+9j7lPxd/Mj7JPs0+3L7mfuZ+5H7qfvo++D7cvun+lH6WPpB+sT5L/lG+RD5pPkK+nr73f1QAVkFSQh4CHsGZwTcBBAHigkpC7sKcQx+DmsQexAwDlwN9At3C6EJ2QaQBVIFeQUJBBEBsP7a/C78tvoQ+f73efdE+Kr4RPh7+M/33veY9+73P/nT+a76S/td/PT9cf4z/sX9ef4d/wb/Uv4j/g7/VgAZAawABwBdAPIAWAERAawAaAEjAvcCPQN0AyAE+wSYBb8FiAWQBZAF9gXHBaAFtwVZBVIFxQT7BK0EkwOhAlgBjADZ/6P/Bv9S/tX9lv0Z/XT8mftD+yT7avuh+2P7Q/uC++j77/t6+0v7U/vY+x78RvxG/HT86vwZ/fr8u/y7/Pr8SP1f/Yb9hv1//Wf9X/36/Nr8y/zq/Nr8w/yE/E386Pvo++D7ZfzS/J795/4nAK4B1wIRBBsF/gWLBqoGHwciCHIJnAqmC2oM5wzADOwLywqhCdYIKgjZBpAFVwSEA2ICEQFU/1/9//vW+tv58Phr+Dz4Bfje99b3oPfP99b3PPjB+Eb5OfoF+/f7Ef30/Zj+z/4l/+H/ZQCcAMMAQAHNARQCIwIjAnICmQLQAsgC1wL/AjUD6QMwBGcEZwSGBJYEvQSdBCAEowMeAwYDwAJ6AiMCxgF3AeoAdQC6/yX/mP4b/qb9+vx8/O/7sft6+zT7NPv1+iT7avux++j7B/xG/Iz8Af1//b393f0r/on+Hf90/5P/4f/h/6r/dP8AADYALgCMAJwAHwDZ/7r/uv/K/+n/bP/2/lL+/v4O/6D+wP7H/sf+I/4M/r39pv2m/Ur+VP8G/8r/CgGPAQQC7QEEAhQCKwI1AygEEwWIBccFmAXcBKUEfgQDBQMFjgRABBgE6QN8A5kCvgERAWUA6f9M/9/+ef4E/n/9Af2M/C78Jvw+/G38RvxN/Db8Tfyc/Nr8OP1v/eT9cf7+/j3/g/+D/9L/LgBOAKQAtAAKAVABfwGeAZcBngGmAeUBDAL0AfwBIwIjAiMCHAIcAhwCrgF/AXcBdwEZAZwAXQBdAD4AAADZ/5P/Rf/+/qj+uP6B/hv+K/4z/kr+DP78/Sv+7P1v/fT9cf4r/lr+if7n/nv/m/8t/5P/e//H/owApAA1/6P/DwCq/x8AtAAXALsAPgCj/wcAqv/Z/30AXQBWAJwAtACD/x8AZQCb/9L/lACMAF0A0v/x/wcAlACcAEYARgCq//H/6f8nAC4ANgAPAKr/VP9c/w8AHwDh/x8ARgAHAD4APgA+AIwAnACFAJQAtACkADEBfwH6ANsAUAFvAX8BaAEKAUABSAG7APIAOQHjALQAlABdAJwAZQAuAC4A8f/h/8L/uv+b/7L/k/90/2T/TP81/1T/Pf9k/3T/XP+L/4P/VP9s/5P/Fv/K/xcALgDS/8L/NgAnADYABwDZ/5v/TgDDAE4ARgAuAFYARgCkAOn/FwBlAFYA6f/C/w8AVgCkANL/dP8HAF0A8f+b/zYANgAuAPH/qv/Z/7QA2f89/y4A+f+j/7r/wv8AAH0Asv8XAD4Ayv9GANn/yv99AJQAwv+6/1YAVgCD/8L/uwDqAKP/Lf/K/20AJwAuAB8ALgDx/6P/ZP8nAE4AJwDC/2T/qv90/0X/uv8AAGT/k//Z/4v/6f9GAE4A8f+6/7L/i/+j/7r/ZQCcAOMAAgG0AIwAVgCcAJwANgAnAJQALgCUAE4AXQCkAIUAFwA2AB8AJwA+AAcAwv82AEYA2f/S/04AnAAAALr/hQCFACcA4f+FAFYAJwA2AIUAfQCMAJwAJwBtAHUAPgDx/xcApAAnAAcAPgAnACcA6f8uAMr/8f8PAFz/2f8XAFz/3/5U/6r/ZP8W/2z/VP/n/un/k/97/6P/FwBOAPn/k//S/3v/TP/K/6QAdQC0AJwAZQCMAMMA2wDjAB8AjACsAAIBpABtAG0AOQF9AAcAEQHLALr/VgAXALL/RgC6//n/dQDx/wcAnADx/9n/k/+q/y4ALgAW/9L/ZQB1AAAAyv8nAD4Aqv90/z4ANgBU/wb/DwBGAPn/i//C/8f+XP/X/v7+NgD6AKP/Fv8PAG0ANgCb/w8ARgBWAFYAg/9OAMsAXQB9AKwA0wCMAF0ADwD6AIUAsv99AF0AlABlAC4AXQCsAPH/wv/S/9n/BwAHAOH/XQDC/0YACgGkAB8ATgCMAOn/dP9OAAcA6f/x/5QAXQAPADYA6f9OAHUA2f8d/8r/RgA1//H/4f/x//n/wv/C/9L/e//v/kz/uv/K/w8AVP+L/10AfQCq/7r/LgCkAOn/HwD5/w8AXP+UAOMAFwB1ALQAnAA+ADYANgA+AAcAGQEfACcA0wCMAPn/+gB1AML/6f8PAE4ArAAnAGUANgDh//n/dQA2AG0Aqv+T/8r/wv9s/z3/uv9GAGUAsv/Z/8L/m//h/y4Ao/9s/9L/FwAPADX/0v/TAF0AJf/yALsAwv+T/1YAAgHS/4v/2f+UAC4AJwCUAF0A+f+b/10A6gB7/5P/dQBOADYAywBGAE4ArACsAHUAZQBGAL4BCgF3ARQCyALEB9QOAgjP/sD+Rf+L+B/y6vJ29s/3y/mC+8v8zf2WBDUDxgHeBVQQVw4xAbL/DQbLACL3+vwCAez9q/w+AK79B/zn/j4AAADjAGT/+gBQAdf+o/yD/7X9z/4mA5ECtf1OAGgBdP/d/XT/0wA9/zkBMQE7AvkDOwyqENAC0wB2BBEBfvb4+O/7E/dX9r768/mA9/IAfwE1/38BZwQmA6D+lwH6AHn+GQFOABwCHQYd/2/9agL3Auf+VgCeAW8BGQFc/0X/xf2JAu/7Cf1yAmABjPxp/hgEX/2O/T4AdP8fAOMA5/5WAD0DFwC7/LYLHg2YBeD7XQpOB4X5OP2RAr76Xvmj/BT7t/cU+8D7w/zs/df+2f8T/nf9dAOZAur8ZQDKA/sELf/DAKsDGQF/AcYBDAJyAnIC4f/dAar/HQaGBDD9SwJUBocBhv18Ay3/XPjv+zsCg/iN+er8z/50/HT8o/ykABkBz/46/u8CPf/0/ScAjABIAXv/Wv5aAv8CrACj/9UBoQKw/nT/ugN0/4v/k/8RAewEjv3S/zMCrv0O/7399/vf/rsA1/6g/r8Fi/8B9iv+XAa1/X/9IwKmAakCdP/p/4ECtf2z/GUAlgRKBa792vwxARkB6f+Z+3wDHf9j+4ECngGM/J79Fv9vAZsDRf/+/sr/o//VAbD+zf29/Rv+m/9nBM0B1f1M/2gBo//Z/xwC6vy9/WICCgH8Abn7MP0O/wcAXQP0AYv/jPzd/aYB1/6W/TYA4f//AssAXQBp/oH+o/yb/z0D6f8d/0MCZQCeAWgBwv/5/wAA5QGZAj0DVgCz/LQAFALh/z3/DAL6ACX/IwIGA1T/Sv4HACYDGQEuAIwAAgHTAH0A/AFQAZv/I/4+AGABk//P/tL/fQCD/z4AEQHC/0L+qv/Z/04A+f+1/Uj94wDjAMr/6f9IAbj+m//qAC3/E/5S/jYAhQDP/qP/d/0X/P7+ywBlAPb+4f/NAQn94vy+AeT9Af3h/+H/z/53/b39EQEuABEBWgLC/4n+EQHd/ar/zQEM/pT8nAAHAIL7ofue/W389P0fAOz9nPy1/ab9d/2T//T9WPqc/MD+xf3D/Ff9cf4RAR4DnQRZBVQGKgjICW8Lngs0CU4HaAihCesHHQbkBJMDmQL0AW8Bsv9v/Qn9vf0z/nf9Hvw0+3L7Lvxf/fT9K/7n/voA7wIGA9UBhwGkAEYAMQHNAY8BZQCUAPIAnAAt/0L+Dv8nAJcB5QFqAq4B2f9S/on+dP9a/o79dP9tAM/+f/21/er8FPtT+zP+XP9a/kj9af4z/qD+Jf/N/df+wv+L/xv+pv29/Y79Qfrt+h8AK/7T+e/7X/1u+Qr6vvpd/Cz7j/qc+ST7JPtE+N73Evqa+E31yvVR94P4AvqW/XwD7ww3GAIcMhmgFl0UehOEFHkW2hTLEbwRuRB8Db8Fkf5e+RX4ePp6+wX7t/fd897w2++I8APw++/o8RP3D/wr/tr8YPop+qv8jACjA88FhQfGCPAJDwrtCEQGlgTkBMkGWAjbBzoF9AF7/9X9V/10/Gr7BfvQ+wn9MP0s+wD5PPgX+VX8TP85AYkChAOdBKAFTAbmBdQEGAfDCr0LmQmSBqsDlACT/1YADwDP/hP+VP+L/5b9ivsi+pX5WPrL/GL+DP7i/B78Nvwe/D78Lvz3+wn9mP50/wb/9P3q/Nr89P17/7L/Rf9K/m/9lPz3+1j6svj4+HL7Nvxo+pX58Pjh+Ob3t/ct+CX4efdH9qX2Jfgd+Av3+PhS/lIFOg+nGREcxxYCEocSuBOZE+8TmROPEncSSRIgDlkFE/7O+o/6Tfyu/V38wfgt9QrzufFo8Gbvne+h8bX2Xfyw/sP82/mN+Qf8x/4CAecCnQSLBlEIgAiLBnwDtgHNAZMDrwWDBlIFDgN/AQ8Ax/6G/WX8ZfzV/QAAKQE+APT99/uK+z78vf3H/sL/rACmATMCHAKHAfIAaAFiAhEEUgW/BQMFKASMA9cCmQJFA5YEnQT/Ar4BlABp/kb8mftt/JT8Rvza/L39lPzW+jT74vx//W/99v6uAREB5/7X/lz/if69/e/+lACy/wT+Bv8d/+z9u/zN/b39Qv6g/o79OP2W/fz9Rvx6+z78lv1I/W382vz6/Db89/v/+5H7Q/tT+6n7Vfw6/tMA4gMQBzsJMQivBV8ERwR0A4kCKwLQAhYDFgNNA6MDAQRXBOwEOgVZBUoFGwULBaUEVwQBBOIDbAMWA5kCSwLVAdsALgBU/8f+/P1f/fL8u/yM/Db87/uR+2r7avtT+1P7HPtD+1v7sfsX/MP8Gf1n/a797P0z/mn+x/4d/6r/HwC0ACEBUAGPAaYB/AEjAksCkQKZArACuAKwAqECmQKBApECwAIGAwYDyAKJAhwCIwIUAiMC/AG+AaYB5QEMAvwBDAK+ATEB6gCsAKwATgA+AOH/i/8d/8D+ef4M/t39pv2e/UD9Cf3q/Kv8dPw2/D78Rvwu/Eb8VfyE/KP8w/y7/Mv8Cf1X/bX9vf29/b397P30/d39vf3d/QT+tf0h/bv82vwm/Mj7qfux+y78QP3+/ikBKwIcAisCFAI7Aj0DrQR5Bb8FNQZWB8YIwQltCjYKkgn1CFEIKgi0BzcHVAaYBcUEEQQmAwQCywAt/yP+SP1d/HL7rvoi+tv5y/mc+U756Pi5+Pj4H/lW+aT5EvqA+jv7Hvz6/I79rv30/VL+Dv+j/wAAJwB9AFAB5QErAisCOwJiAtACFgMmAx4DFgMOAxYDNQNNAz0D7wKwArAC3wIeAwYD0AJiAhwCKwIjAiMCFAK2AXcBSAEhASEBEQHjANMA0wDDAIUAJwC6/0z/Bv/X/qD+Sv70/c391f29/b39f/1A/Qn90vzD/OL8y/yr/MP8Af04/TD9OP0h/Sn9Kf04/Sn9Kf04/Tj9QP1Q/TD9Af2z/E38JvzQ+3L7HPuX+iL68/lJ+pH7zf2UAGICDgPIAiMCUgKMA3EF4QZmB6QHnwhVCs0L5wyJDF8LRgpjCRQJrwj7B9kGtwWGBFUDgQJIAXT/tf1N/JH73fox+nX5APnB+PD46Pi5+Hv4VPjR+JX5Ofrd+lP7wPt0/FD9BP5p/mn+mP4G/6P/HwBGAH0AbQDTAEgBzQHdAa4B9AEjAksCcgKJAqECmQKpAgYDVQNkAzUDFgMeAx4DTQNVAx4D9wKRAloCMwIjAhwCvgGXAREB0wCsAFYARgDx/x8A8f/5/wAAAAAAAJv/ZP/X/oH+Sv5S/nn+mP64/nH+Uv4b/gT+rv1X/Vf9If1I/Uj9d/2G/UD9If0B/eL8w/zL/Kv8u/y7/JT8o/xl/E389/vI+5n7Q/vl+nj6Cvpm+QD50fgv+Y/6V/0RAV0DIASEAzsCYgLxAxAHjwgNCfUI2AnsC3QNzA4IDhsMpAqCCXIJ9QhRCLoGCwVVAysClwEAAPz9HvzW+nj6GvqF+cn4mvhc+Kr48PjR+NH4ufh9+Y/6Y/s2/IT8u/w4/fz9z/4O/7D+qP7f/mT/2f8nAAAA2f8nAIwAMQF3ATkBbwGuARwCYgKZArgCyALnAoQDAQQgBPkDowOjA5MD4gMRBJMDTQOwAoECKwIrAvwBfwEhAYUAfQBGAC4AdQAuAGUALgDZ/2z/Rf9s/z3/Rf8G/9/+qP5K/rD+af55/jP+DP7s/dX9tf1n/RH90vzD/Or86vwh/fL84vy7/JT8fPxN/Cb8NvxG/Eb8Rvw+/O/7ofsU+776ePoS+oX5+PhM+Pb3qvjG+tf+FgNKBUoFVQPtAQwC3AS+CPcJnAr3CfoKFg1XDqcP+Q2WC5IJnwj1CO0IGggGBqMDBAK0AAAAWv6c/Az7Gvoa+gL6N/nh+Hv4Hfia+Pj4TvmV+X35j/rY+6P8MP0J/cP8X/0M/u/+Nf/f/qj+z/5M/6P/o/9U/yX/g/8nAPIAngF/AZ4BrgEUAqECuAImAzUDZAM4BJ0E9ASdBPEDqwN8A3QDhANVA/cCiQIzAvQBdwEhAV0AJwD5/8r/+f+q//H/LgDZ/wcAqv+y/4P/2f8nAOn/8f/C/4v//v7A/iX/3/6w/nH+kf6o/mL+DP6u/SH9q/zD/Lv82vzi/An9MP36/Kv8Tfw+/Af84PvI++j7B/wH/Af8qfv1+hL6bvkA+Uz4YfdX9hP3ovj/+9ACmQnsBCb8gf6hCfQLugPnAtoKZRRIFQgR+Q3XDCgO9AtkBqkCdgSfCBIICwWtBMEGQASX+sj0r/ee/bj+Q/sC+pH7sfuk+dT2efSo9Nz2Cvro++j70vxX/Rz7FfgX+fr81/5//fz93QHpA90BsP7V/WT/UAEmA60EeQUyBSMF9AQOA/wBgQJVA4wDjAOgBfgGVwR1ABb/XQDyABcATgD8AVUDswPvAm8BdP/A/sL/8gDtASMCYgIjAk4APf9s/8sAKwL8AQwCFAJ3AfH//P0B/TD9/P1K/tf+6f8nAIP/af6o/ov/dP+Y/nn+Nf/+/p79B/wP/Jb9Cf2N+Tf5vvoC+hX4E/eO9ib1O/QM9EDzRvLN8+f0lvMu8gLz2/Lj7xXuvvBr+AMFWBzFMIkuLR61FXMXcBm4FqYVTxhxFsUV2xHkBG72wu4c8TP05PYK+sT5xfP27ZXv6vLa9cv5OP2JAhQJwAxjCRP+xfZY+k4AdAM4BMgCdwHy/Gn3b/On8AfyIPb6+bj+LgPSA2z/h/pV/A4DFAm9Cz0NXw6dDlwNYAjvAo8BUgKWBHEFQARiAjD9Mvcj9BT0tfZm+Rz70vxa/oP/Yv6x+936/P3XAi0GWAiZCTQJwQY1A54BEQHLANUB7wIOA2ABwP5I/W/9lv2B/iEBKgU/BxUGzAQDBQkEzQFQAU0D7AQ1A6QAg/+o/uD70fhj+Fj6kfvG+vP56/nh+Av3vfbZ+M76JPsU+8j72Pv6+Q34r/cN+FT4x/dU+ET4zPaJ9FL0TfUg9vn1yPT/8Vbvbu+z9fQBBhdFL2M1kSeMGwgYmxeBFvIUphWEFOsRfg5YAXfzB+tB6XfsNvKg90L3j/No8BrwnPLH9x3/qQJ5BecMDxHKDdQE2Puu+tf+JgNKBUsCXP8H/O/00e5p7SrwefSi+CP+fAMbBVICQv6m/bgCHgrzDt4PohC3D8gM0wcjAuH/XP+FABQCGQH+/gz7TfXQ8djxZPW0+Xz8wP6UAK4BaAEHAD3/uwC9BGgI8grdC6kJ9gUEAi3/M/6g/pP/nAAXAMf+Kf1j+y78Ov4XAJsDHAk7DDsJrwUDBRgEUAFtACYDqwM5AWn++vyZ+5L4IPYi91j6lPw+/Ev7S/vj+aj39vdw+gf84Psu/An9Rvyc+UL3zPYL96D3HfjR+Dz4jvYr9Fr00PRV9Qb1YvT/8YXv++/+9+QEkhqYMUY2LyktHgMZUhYRFVoTahMhEq8PAQv6/N7wYOki5mDpQfAQ9sz2RfVg87PyyvX3+/wBlgR4CP0PhxIqD+kGOP2A+kD9JwCHAVz/b/3z+X3yx+2e7HvuOPNj+Hn+zAQKCAYG/AExAToFEQvzDqIQwxFjEO8MfQcCAab9B/zo+0D9b/0R/SL6NfVd8gfyHvV9+SH9hQA1AyoFKgV8A2oC0AITBX0HqQkZC7kJ3gUhAQH9xvpg+nr7OP0M/mn+I/5//Qn9Zfw9/8UEmQnPDFcOmw1dCtEGygMZAZv/BwAXAL397/tY+pD3ifQj9K326/ll/NX9Qv7N/WX8xvpR+lv7XfzL/Hf9jv25++j48/ZP9mf2vfao94P4g/gy91z1avTv9Pf0Q/Td84Ty7fDB8UT4owP8FbYthzfnLpohyRoTFgcUrhKSEHEPow33Cfb+kvEU6rrkSeZn7MvybvZh9yr3X/bH96b9UgIqBacIjg5LE+sRXwsRAUH6vvpV/F/9q/xy+5X5j/Oi7rXsSu2C8Xb2fPwwBLEJRgrpBm8EewZGCtINzg+CEHsQ+Q0kCTsC6vwp+lT4qvjL+cb6xvpx93n0b/PI9OH4PvzK/7oDHwfWCMQHqAVfBJ0EDQYiCJIJ7Qj+BRQChv05+sH44fhJ+rH7d/3+/oP/ywB3AdUBdgTICWQNwAwhC/8J8AbtAaj+9P1A/Q/8LPtj+0v7F/mO9hj2Ffg5+qH7hv0W/1r+jPyK+1v7xvpB+r767/ur/LH7xPkl+PP2R/Y49jr3e/gN+EL3Yfdh9/n1FvUz9Eby++/G8A71jv3qCroh/TShNUcpTR5kF8AT2xENEAsPNw5KDGkF/vcO7qfmoON75x3uSvTe91b5APmy+Oj7rABsA7cFZQoXEbETPhGACCv++vms+SL6h/rE+af6XPgh837vQu3x7tPyoPff/hAHkQxSDNYIPweHCPIKcQx8DdQO8w4WDZUHfQBT+0L3bPUB9qj3Ivp4+qL4+/YQ9rf38/mM/IUAAwVbCRkL4Al9B0oFQAR8A/kDtwVkBswEUAHN/Y/6HfhK9yX4Qfri/JP/YAEUAksC6QPpBssK6Q3cDiUNWAv1CAkEmP73+6H7xPkd+Oj4+vkX+cz2hvZ7+J/6F/y9/fH/MQEAABP+u/zg+1j6vPnl+hf8ivsx+gj5VPgy90f2lvaI97L4mviv9zL3IveO9i31yPSP87HxcvHn9JT88wcCHJ4w4DVOLJggeBnIE9YP3wyWC18LbwvTB2X8S/Hd6SDlteVq6jTxpfZ4+jD9tf2o/lABmQIeA8cFBg1gEikSiQzfAkb8ZvmQ97X2HvUy95r4MPb886nxU/Gk8t/0JPvAAtgJgw2ZDHcLpgsMDMsKNAn3CUALvQtLCSAEVP9Y+jj27fNg8yj2mviN+SL6l/rQ+z78Jvym/foAmAWKCasKHgocCTcHQASHAdMA5QE7AmABi//0/bH7ffkl+DT4Avqz/B8A9wKGBDwGOQjYCfoKbwtQC3wKmQmFB3wDFv9G/Ov5+/aj9SL3CPk3+fj4SfrI+y78bfxf/f7+qv9M/6j+7P2c/OX6pPnE+dP5bvnR+AD5Rvmy+Lf3UfcL91H33Pbc9vP2iPe/9/P23/Ss8nLx2/LZ+LACiRPhKAU1QjGSJNMbbxUyD5IJYAh6CcsKUAtPBE75le9Y6fbmYebI6uLyRvnN/UABgQLnAlICywAfANIDvQvBEEIPjwi4Au/+Vvl09R/y+PGb9aD3qviQ9272Uff59aX2Y/sEAioIGQvvDNQOUQ/CDXIJBgZSBfAGvAeYBYQDlwEE/qz5HvXF87j0yvXu92j6xf2cAE4A/v6w/n0ADgN2BK8FpAdTCRwJBgZaAtL/1/5i/l/9UP0j/sf+I/5G/JH7//uc/Az+JwByAvsEEAeZCTgLSAvaCjYKJAklBg4DUAGT/238J/kl+AX49vdh99b30/lD+238tf2Y/h3/Fv/A/nn+tf2r/P/7oft6+wz7Kfpu+QD56Pia+IP4Y/iL+Mn4i/hU+K/3Kvdh92H3A/dc9fTz7fOw9Oj4+gCODhsgvCxYLb4jHxutFbEQUwlCBTUGlwimCwoIpACq+F3y+++b6zHpI+3I9Kn7yv+hAlkFiAX8AW/9Cf0KAWsGLAnJBpYEvQQOA6j+AfYF8fryJvUL9zT4Avr8/bD+MP2h+/f7/v78AdoD6QZQCyoPhg6zCqIGIwWlBBwCFwDZ/xkBSwJdAF/9evu8+cn4WfdR90H6jv0PAPIAlwH3AnQDKwJOACcAFAJFAy4DOwIzAsgCegL6AJj+b/30/fz9tf29/R3/8gB/AeoAdQBvAaECswOWBBUGnwgeCvAJdQcYBMYB6f8Z/cv5wfjE+QX7S/vl+nL7kftj+5H7yPsm/An9af6D/1z/Yv4E/rX9y/yZ+xz7kfvo+yb8RvxG/C78Rvxd/B78FPtJ+sb6avsU+3D6tPkf+Zr4Lfhp96D3Ofqy/74I/RIkGpoarRVzEM8MhAoqCKgFugNpBacIBwqPCAkEvgFWACn94fjf9Fr0Jfja/B8ASAERAaQAFwDA/vL86Pty+6n78vwT/icAxgEZAQAAG/7q/Kv8S/uX+sb6PvzA/l0A4wApAVABfwEhAVYAZP90/0YAYAGRAi4D0gMgBIwD3wIMAjkBuwBOAC4ArAARAc0BIwK+ASkBPgCL/w7/ef4b/gz+kf4l/7r/uv9F/w7/1/7A/t/+Lf+q/04A0wAhAQoBAgFvAZcBlwFgAQIBhwGeAd0BHAIjAucCBgOhAhwCjwExASkBywDS/+/+if7n/ov/XP9U/y3/Rf9M/w7/oP5p/kr+Uv5C/iv+K/78/ab9Z/0Z/Rn9Gf2j/F38F/z/+038PvzI+3L7O/s7+1v77fpo+hr6KfpB+in64/nL+Un6NPuW/VABawZvC6AMHgoGBl0DCQTXBX0HRAaoBRAHNAmHC+oKmQlwCAAH/gWzA2gBLgA2APoA6gAXAB3/G/6m/eL8w/w2/M76Qfpu+bz5DPsH/JT8ufs/9l0AJwdd/Hr7AvrL/G38B/x3/TsJE/6c+aH7fQDVAXcBMwKB/kD9GQGHAecC7QECAeoA5QF0A8IDCQRVA9UBYgJiArACKwLVAWABOQGXAZ4BaAH6AEYA2f/2/sD+qP5F//H/m/+6/8r/AAA+APH/m/97/2T/VP90/4v/RgBQARwCIwIjAhQC9AF3ASkBKQEpASkBtAAuALL/g//C/6P/g/8O/8/+x/55/lr+G/7d/RP+xf2u/Y79nv3F/fz97P2G/dr8y/y7/JT8//vA+2P77fru9wr6vf2e/d/+nfbT8jf5vPkM++36H/mZ+7sAAwUXCtwO3g+nD3EMQQi/BTIFxQQwBG8EQgV1B7YIYAgiCLIGCwUmAwIBVP9S/s39pv2u/bX97P2o/pj+Yv5C/kj9Tfwk+yn6gPqH+nj67fqK+wn9Yv7A/uf+x/64/gz+Sv5p/mf9af7P/rL/VgAhAfwBoQKpAnICOwLdAZcBGQFIAVABvgEzAqkCJgMWA+cCegIjAtUBCgH5/1z/Lf9s/5P/o//p/0YAPgDC/zX/1/6w/sD+uP4t//H/lAACATEBIQFgAXcB+gBdAJv/ZP/K/w8AAgH8AdcC+QNHBOkD9wIjAkABHwD2/tX9d/3k/TP+sP7n/kz/o/90/yX/kf7s/X/98vz6/Pr8MP1//dX9Wv55/iP+pv04/cv8B/x6+zv77fqf+mj6Ufpg+kH66/lu+R/5APmD+N73SvcD9/b3aPp7/24H6BBuGGMaNRd7FxkV5g+xCaMDbQBGAKwAwwBSAsgCZwSEA6YBsP4m/LT5qPfc9qj3ZvkH/AT+GQFNA/QESgW6A0gB1/73+676bvmy+G75YPpd/AT+uP6q/6r/1/7k/av8Lvyp+5T8Qv5lAJkCOAREBpUH4weVB+4F+QNiAtMAAAAO/+f+yv+sAJ4BrgGPAUABVgBF/8X9w/xN/HT8V/1S/nT/+gAEAqECiQL0AWAB+f/n/mL+/P0M/kYAWgLfAokC9AFyAmQDHALZ/8D+7/6j/w8A2wDIAn4E/gXuBXEFhgRdA90Buv9A/aH7O/tj+5H7Xfz6/DP+wP4d//7+M/5v/cP8NvzI+1v7S/vo+6v8Gf2O/fT9xf2G/fr8TfyC+776Ufoa+tv5+vn6+ev52/m8+Vb50fjW9wP3T/bM9lb5if59B90SnhyoILcgTR6aGrUVWQ9RCC4AU/uN+Vb5vPlm+Qf8z/50/0r+LPvB+ID3Kveg95j3F/kP/D4AIAThBlMJHgokCQAHVQOMAAH9bvmA9yD2pfZM+LT5Y/vL/GL+uv+6/wb/M/6O/UL+6f9lABEBPQOaBuUIyAl6Cf0IcAj2BS4DbQDF/VX8Q/sc+1P7D/xv/bD+g/+T/x3/x/6g/lr+pv2u/ZH+i/85ARwCmQK6A1cEGAT3Ar4BrADp/1z//v7+/h3/AAD6ANUBIwJiAoECHAKmAdsAywCHARwC/wIwBBsFEwVnBJMDUgI2AAz+Vfyn+lb5+Pjz+ST7D/ye/UX/ZQCUALsAjABk/9X9o/zA+9368/k5+t360Pu7/Jb9DP5K/hP+V/0+/BT7Cvrw+Dz4v/dx92H3z/ct+CX4z/e392v4Cvq9/a0E3A4QGIEdcSC6ITIgjxyoFpAP+AZGAOD7MvcE9ALzuPSA94v4rPmV+cT5Ofrr+V75yfhe+Qz7dPyq/+8CZAb1CNgJhAq5CUkIvwV/AX/9Kfq/9+n1WvRi9Nr1RPgM+xn9oP75/yEB7QGPATEBEQF/AVoCswNxBQAHWAjQCfcJYwm0B1kFsALZ/yn97fof+WP4a/g/+Xj66Ptn/cf+m/8uACcANgDZ/4v/g//p/6QAfwE7AtAChAPiA/EDwgNFA7ACDAJIAQcAFv+o/t/+Jf9k/8r/jABgASsCyALCA0AEhgRHBLoD1wIUAvIAqv+R/ob9hPzA+6n79/tV/LP8OP2m/UL+oP7+/jX/wP5p/vT9nv3a/G38B/zv++j7Hvx0/MP8OP13/Y79SP3y/C78S/tw+o350fgt+Ob3oPd592H3QvdK9/b3Tvni/O8C/AvDFAUaTR7PILcgfB5hGd0SCQuGBDX/F/kr9ALzvvOJ9Fz1G/dM+Oj4hfl9+X35Vvn4+Fb5QfrS/Jv/egKQBcQH8AnsCyMM2goKCOwE3QFi/tb6v/eT9TX1AfZR96r4h/pt/Er+wv9tAGUAHwDp/2UAtABvAVICswPXBesHJAm5CXoJ3ghmBxMFgQKy/yH9FPu0+dn4yfiF+Zf66PsJ/SP+7/49/zX/Bv+4/rD+uP7+/pv/rADNAcACugNnBOwEoAVMBvYFvQRkA2ICEQG6/8f+af5K/lL+z/5k/+H/IQFaAsgCdANsA7ACIwKuAeoATP/8/Z79+vw+/A/8lPwJ/Yb9G/6g/tf+z/7f/t/+oP4j/qb9SP3y/Hz8Rvx0/KP8y/zS/Ej9f/1//Tj94vxV/Mj7JPtJ+sv5bvk/+U75Rvkn+ej4+PjR+Aj5Evqr/GABDQnREHcVlxkrHYseuB0kGowUAQ5BCOcC4vxp97j0O/Sw9D31OPbs9iX4ffmV+Ub5wfg8+Lf3affo+OX6V/1WAAYDNQZ6CcULQgxQCwcKaAigBTsC1/7o+0n6nPk/+RD5vPkF+6v81f1p/mn+DP69/Z79V/3i/Bn9/P3C/9UBdANZBfAGhwhyCUsJCghzBnYEsALbAMD+MP1l/C78Tfyj/DD93f0z/lL+E/6e/fr8RvzI+5n7yPt0/Hf9z/42AMYBXQPXBcQHxAfTB/sHEAeoBdIDkQJoATYA4f8+AJQAJwBOAFgBWAF9AC3/3/5S/iH9fPw+/Eb8Hvyj/PT9wP6L/xcApADqAG0A+f89/4H+X/2c/Hz8lPyj/Iz8Ef3k/Wn+sP64/sD+kf4z/tX9If1N/JH7JPv1+o/6Ofrz+Tn6ePp4+mD6Mfoa+uP5y/ka+v365P1FA3UKpw/OErAW5hldGxUaExZOETsMGgizA1L+nPne94P4oviL+LL4jfm2+gX7xvpe+aj38/YB9nT1o/Ui9175qfuY/vQBCwVuB7YIOwn9CIcINwfFBGIChQDZ/3T/wP55/rj+uv/bAFAB6gAAADX/wP61/Rf8ePrr+VH6Q/s2/Cn9uP7TAMAC6QNvBH4EfgRHBJMDcgKHAcMAdQB9AJQAnAD6AK4BFAIMApcB2wAPAB3/3f27/Pf7Y/tT+6n7Lvwp/c/+IQFqArgCfAM4BFcE0gPnAnICxgEhAVAB1QErAhwCgQI9A6sDyALdAUgBdQAG/1D9fPxd/LH7evtG/Gf9E/5i/jX/0v/C/zX/Dv/A/r398vwB/VD9Cf3L/G/9cf7+/jX/dP/5/wAA0v+j/xb/Uv7V/X/9Kf3D/Eb8Lvxd/IT8fPxV/Eb8NvzQ+2r75fqP+s760PuO/dsAOgWHCHwKgQyGDoIQPBABDkgLrwgnB5AFfAMZAcL/PgBoAQQCEQECAaYBvgECAS3/Af0M+z/5TPhR9472nfaQ9xf5tvp0/NX9Bv+y/y4AwwCFAKr/Bv+4/gb/Nf9k/wcAAgFaApsDlgTcBPQE9ATFBOkDgQJYAVYAyv9k//b+wP7+/sL/jAAKAfoAywDjAMMAHwAG/yv+vf2m/Y79f/29/Xn+XP8fAKQA6gARAUABKQGkAA8Ag/89/yX/Bv/2/lz/fQDVATsCiQLvAkUDXQPQAiMCrgGsACcAjADqAF0AJwCsAHcBdwHbAMsAjADx/1T/3/6J/p79OP2e/TP+K/46/s/+TP+D/1T/Nf/X/gT+hv2G/Zb9SP0p/cX9if7+/u/+Dv+q/3UAbQAXACcARgCL/2L+kf64/kr+M/6Y/rD+cf7A/v7+Uv7d/b39nv0J/Xz8wPuK+//78vz+/gQCOASABYsG8wdDCTQJ8wdEBr0EugMGA2oC5QG+ATMCVQMRBCAEEQRABMoDuAKmAQIBzf3d+mP7Rvzv+wz7Y/tV/F/99P1i/on+af7s/Vf9nPzo+8D70Ps2/MP8jv2B/sr/+gDGARwCIwIEAs0BngEhAYUALgA+AKQAKQF/AeUBOwKwAg4DDgORAisC7QFYAZwA8f97/3v/o//C//H/JwBlAMMAuwCMAA8Ae/8l/8D+Uv78/bX97P1K/pj+9v5k/8r/HwCcACEBCgHDAJQArACkAF0APgBWAHUApAAKAYcBpgG2AeUBDAKmAfIAVgAnANn/ZP/v/u/+1/64/j3/yv/h/y3/Rf/x/w8APf+R/sf+Fv+4/nH+1/6T/1T/kf7X/tn/0v+T/yX/wv90/3n+ef6L/x8Am/89/4v/8f+b/3v/m//C/6r/g/8d/xb/Hf8l//b+5/7f/qD+af5i/iv+Qv6J/pv/2wDGATMCagIWA8oD8QNdA4kCHAIUAhQC5QG2Ad0BFAJiAqECgQJiAloCSwIEAp4B+gBlAAcAqv+L/3T/VP9F/2z/e/9s/wb/wP6w/on+K/7N/Yb9b/1//b39Yv7n/v7+Bv9c/7r/yv9U/xb/Pf81//7+1/7+/kX/o//5/y4AXQCsAOoAEQECAcMApACsAKwApACkAKwA4wApAVABaAFoAX8BYAFAAfIAtABlADYAHwAAAPn/2f8fAC4ANgA+AC4AHwD5/wAABwDZ/6r/m/+y/8L/yv/C/9n/6f8XACcADwAHABcAPgBGAA8AAAAPACcAHwAfAPn/6f/p/wAA2f/Z/7L/sv+6/7L/m/+D/6r/qv+b/4v/e/9s/1T/bP9s/2z/VP90/4P/i/+L/6P/k/+q/6P/qv+b/5P/qv+y/7r/qv+y/6r/o/+q/6r/m/+D/5P/ZP9c/0z/TP8t/zX/Lf8W/zX/Nf+6/2UAuwDyAPIAGQEpATEBIQHjAMsA6gARATEBQAFoAY8B/AEcAiMCHAIcAgQCzQF3ASEB4wDDALsAwwCsAKQAhQCUAG0AVgAnAPH/qv90/zX/Bv/H/sD+uP7v/v7+9v7+/hb/Bv/v/s/+sP6g/pH+qP6g/qj+uP72/j3/bP97/5P/qv/C/7r/wv/C/8r/AAAuAD4AdQCUAMMACgEpASkBEQEZAQIB6gDjANsA0wDbAPoAEQH6APIA6gDqANMArAB1AF0ARgBGAFYATgBWAEYAVgBtAD4ALgAHAAAA6f/K/7r/sv+y/7r/4f/p/+H/6f/p/+H/2f+y/4v/dP97/3v/e/9s/3T/m/+b/6r/qv+b/4P/g/+b/4P/e/90/4P/sv+6/7L/wv/h/8r/2f/K/7r/uv/K/9L/yv+6/9L/2f/Z/+n/8f/h/9L/2f+y/7L/qv+b/6P/m/+b/5v/k/97/3v/bP9U/0X/Nf81/zX/Pf9k/8L/DwBWAIwAtADbAPIA0wDTALsAuwDTAPIAIQFIAX8BtgHVAQQCDALlAbYBlwFYASkBCgHTAMMA2wDqAOMAywC7AJwAfQA+APH/qv9s/1z/Pf8l/y3/Lf89/z3/Lf8l/yX/Dv/H/s/+sP6Y/pj+uP7P/u/+Lf81/0X/dP97/2z/VP9U/2z/m/+j/8r/+f82AFYAjACsALQArAC0AKwArACkAMMA2wDbAAIBAgEhASEBCgEKAeoAwwCsAIwAnACcAJwArACsAMsAtACsAIwAdQBOADYADwD5//n/AAD5/wcAFwAPAOn/+f/p/7r/o/+L/3T/dP9k/2z/bP97/3v/g/90/3T/dP9c/2T/VP9c/3T/bP+L/6r/qv+6/8L/uv/C/7r/wv/C/9L/0v/p/+n/FwAHAB8ABwAHAC4ABwAXAPn/+f/x//H/AAAAAPn/4f/Z/8r/0v+6/7L/o/+b/5v/o/+T/2z/bP9k/3T/Rf9M/0z/bP+b/8L/LgA2AG0AjACsAKwAwwDLAMMAywARATEBSAGHAaYBxgHVAb4BpgGPAWABOQEpAQIBAgHqAOoA4wDqAMsApABtADYABwDK/5v/dP9M/z3/Rf9M/1T/Pf9M/z3/Dv/+/t/+z/64/sD+x/72/gb/Jf9M/1T/VP9c/0z/XP9c/2z/g/+b/8r/DwA2AC4AXQBlAIUAfQB9AJwAlACsALQAuwDqAOMACgH6APoA4wDTALQApACMAJQAhQCMAIwAlACcAIwAfQB1AG0ANgAuAC4ALgAuABcALgAuAC4ABwAPAPn/6f/Z/8r/yv+y/7L/uv+y/7r/sv+q/7L/qv+y/6P/m//C/6P/o/+y/6r/uv+y/7L/uv+y/7r/0v/K/9L/yv/Z/+H/8f/x//n/AAAAAAcA8f/x/w8AAAAHAAcADwAuAAcALgAAAPn/AAD5//n/+f/x/9n/4f/p/8r/0v+y/7r/uv+y/7L/m/+y/7L/qv+q/6P/qv+b/5v/o/+6/7L/wv/5/wAATgBtAGUAjACkAKwApACsALQAywD6APoAKQEpATkBQAFIAUgBMQEZAREB+gDjAOMA0wC7AKwApACFAH0AXQA2ACcA8f/x/9n/sv+y/7L/m/+D/3v/dP9U/0z/VP9F/z3/Nf81/zX/Nf9U/1T/XP90/3T/bP+D/5P/qv+y/8r/2f/Z/wAAHwAfACcARgBOAF0AbQCFAIUAnACcAKwApACsAKwArACsAKwAtADDAMsA0wDLAMsArAC7AKwAlACUAIwAjACMAG0AXQBWAE4ALgAuABcADwD5/+n/6f/h/8r/wv+6/6P/o/+b/6P/m/+D/3v/i/97/4v/g/90/5v/e/+T/5P/qv+y/7L/sv+6/7r/yv/S/9n/4f/h/wAA+f8AAAAADwAXADYAHwAnAB8ALgAuAC4ALgAuAC4ALgA2ABcABwAnAPn/AADh//H/0v/x/+H/0v/p/9L/uv+6/7L/sv+q/6r/sv+6/7L/yv+6/9L/6f8nAD4AVgBtAHUAXQBlAGUAdQBtAIwArADTAOoA4wD6AOoA+gDyANsAwwDDAMMAywDLAMMAtACcAH0AZQBOADYALgAPAB8AFwAAAPn/4f+y/6r/g/90/3T/ZP97/4P/e/90/2z/dP90/1z/XP9M/2T/dP+b/6P/qv/C/9L/4f/S/8r/sv/C/+n/FwAuAD4APgA+AHUAZQBWAEYARgBdAF0AlACkALsAWAGlBHAIWAj7BML/S/vz+an7TP8cAmICwwD8/dD7evu9/YwABAJ/AT4Ag/8t/7L/ZQCsAGUAZP/A/kX/DwDTAFgBCgFdAAb/Pf/S/xcAdQDjAHUA0v/C/2T/i//S/6r/sv/+/pH+ZP/jAAQC4wCT/xb/TP/5/zMCTAZLCQgHkQKz/Kz5L/ks+8X9wP4b/sP8ivv1+hf8Sv5AASMC4wA9/4n+NgAjAsACYAF0/1L+Yv6D/1YAAgHlAWAByv9p/hP+Pf8t/y3/rADqADYAx/7P/voA/AEzAgQCHAKmAREBWAEUAmICHAI5AZQApAC7AKYBYgJgAbr/Dv90/7r/AACkAAcAqv9s/1z/o/97/y3/Pf9M//n/o/8j/jP+OQG+AXv/7/5//c39XQCXAYUAdP9k/7r/TP8AADMCXQCW/SP+IQFAAQ8ARgD6ADkBaAFiAiMCBwBp/j4AKwIzAocBJwBlAJwARgDv/vn/MQH2/s39TP+XAakCfQCFAAAACf3k/YP/ywA7ApwADv9I/Yb93/5dAF0AtACm/Rn9sP6q/0YAYAGpAhkB9P2h+4T8hQDVATMC5wJAAZz8lPyR/sMAEQFsA9f+2vxI/Vf9QAFABEUD9v5A/TD9ef6o/q4BlwHbAFYAb/3Q+579wwAxAfn/if6Y/kL+vf2e/bX9qP6sAB8ADP6w/jkBZwSDBrIGrwUmA2gBBwAPAHIC7ASYBSMFugNiAmABLgDx/z4A8f9s/w7/uP4l/zYA8gCcAIH+Rvxq+zb8if4xAbsAuv/A/kD9cf4t/z78Ef2L/9n/8gCL/3T/TgAfALsAjAAKAbj+w/wO/+UBBgOZAmgBo/82AAcA9v7A/pv/aAGJAnoCdQB7/30AtgG2ATX/7/72/sL/QAFgAZP/k//qANMARgDLAHcB2f9U/3cBOwIUAlgBaAFdAFL+NgC2ASsCoQLqAPz9VfxU/90BfwHDAGT/Wv67/Jb9i/+uAeMAJf/X/lr+nPyO/VYAngEhAQz+nPw9/+H/oP4t/20AlwEt/9L80Pum/c0BfgQRAf7+sv8r/sj7jv0ZATMCzQFc/zr+Lvwz/o8B0AJGAED9o/wM+yP+tADTALYBUv6E/JT8MP1F/4n+b/1d/LH7gvvH/nICTQN+BDcHUwmsB44EYgLtAWoCVwQtBswHMQgQB1kFJgNYAW0APgDS/xb/kf7A/nT/0v8l/+T9F/yn+hL64/nt+pz85/76AMMAHf+e/fL8w/ww/QT+ef5s/yEBrgH8AZ4BJwDC/x8AhQB9ABcAJwD6ADMCsAI1AzMC+gAPAA7/cf6L/28BoQI7AjkBFv9p/h3/2f+FAHUAyv81/4n+qP6b/10AjABQAfwBYAGUAHcBFAJ/AVABWAGHAcMAnAC2ASMCvgE5AUABAADv/qD+Ov41/9MAhQCj//z9X/2D/2/9Y/t//ZP/TP8nAJP/G/4t/1r+vf0h/fT9oP41/zEBoQLpA5j+4/nj+dX9zQGRAnICsP5v/Ub87/7jALr/uP5A/Yf6+vycAOIDOwK4/m387fro+038Z/0G/2z/Ef3o+5H7mfs+/G38nv26/8ACpAf8CzUNcQxDCe4FowOJAvEDogYkCZYLIwyxCZAFDAInAD3/if78/UL+ef7f/tf+pv0u/M76VvkF+Hb2bvZ7+Gr7G/4t/w7/Ov7q/Mj7kfuM/Jj+2wBLAiYDowNkA9cCMwKPAdsACgG2AVICNQNPBIYE4gMjApwAAACj/w7/qP49/3UAKQHTAEYAk/+g/r39y/yj/H/9x/75/30AZQDZ/wb/Wv4M/mn+TP+UACMCqwNfBOIDDgN6AisCIwIEAsYB/AEeAygEKAQmAxQC2wAd/yH9B/x8/N394f/h/8/+/P3S/PX6cPrS/P7+sv9tAOH/Kf0H/CH9sP4G/7j++f8j/jX/m/8T/tL80vw9/10AXP+J/v7+z/7K/x3/Jf+e/dr8If0e/Af8K/4xAScApv3l+kb5jflB+tD7nv1T++H4HfgX+Uv78gC+CJAPcBKiEDsM4wfXBVQGdQeKCQwMpQ7WD5sNeglpBecCpgFU/4T8mfva/B3/LgCR/pH7qvji9VjzmvEP8qv1OfrD/OL8kfvl+qf6Ofoa+iT7nv27AO8COARKBQYGawaIBboDSwJLAowDYQXZBvsHGggAB7UEIwLp/8f+sP50/1YAtACMANL/af7S/Cz7MfrL+fr5vvrQ+yH9Sv4t//7+G/4h/av8SP1a/gcA9AGdBHUHlwgiCJIGIwVPBBEEOATcBCUGbgfMB6IGygPjAMD+w/yR+936gvur/DD9+vzI+4f6Tvlr+MH4ePqz/Hn+Nf8l/zP+8vz6/N395/6q/6r/Jf+y/ycANgBdAAoBfQBv/VX8QP2o/ncBjAD6/EH6dfnR+IX5B/yM/Dv7Evrw+Pj4+Pjr+cT5zPbQ9Hn0A/eW/fUIShaZHdsb7RLtCMIDEQRoCE8O0BOtGHAZjBS9CygErgHqAIn+gPrh+BT7qP7x/3/9bvkt9YDwbOvg57bpofHW+pv/Yv7l+qL4C/fi9T/2Avo2AM8FhwifCJ8IoQk2CmgI7AQGA9oDgwYsCRELoAzfDP8JjgT+/qn7kfuW/cr/CgH6AAAAxf2f+qj36fXK9Z32iPcI+db6w/xi/s/+vf0H/O36evtQ/RcABgPXBVEI0AmECvcJDQnGCO0I1ghgCHgIYwn3CVsJfQcRBIUA4vwp+vD4ovi0+ST7NPvj+QX4C/cL90r3VPhJ+nz8I/7+/g7/wP4r/n/98vyU/Cn9wP59AI8BpgERAXUAm/+4/hP+M/7P/gb/oP4h/Uv78/lu+dn4z/et9vH1s/XK9Rb15/RS9ALzB/L98I/zu/xmDuYgWieFIvwV7Av1CGUKFRCGFRcbxyCzHjgVggmpAjsC2f/w+LPyu/Ka+J79s/wD94LxWu0X6JThQd9z57P13/41/zn6v/fB+Ln4efdz+KD+xAfSDU8Osg32DwwTXhEXCqMD0gPOCFwN8w7cDq0OKwxKBXT8AfYo9kn6fPz3+4f6h/q2+hX4BPQF8bfwPvIU9AH2Tvn8/bYBUgL5/6v84Pum/QoBpQQxCMULlQ7EDpMNkQzADAYN5wz8C5kMLQ1aDIQKqAUXAO365PY49g71FvV+9kr3Qvf/9IfzofRP9nP4cPpV/Kj+XQA5AY8BtADK/3T/wP6R/g7/NgDdAQQCEQGL/3H+Sv5a/kL+Sv4r/n/9qfs3+SL3fPVq9Fjz+vK78kbyffLJ8TTxj/Ag7wjvEvAB9jUGmR0kLnwvsST8FbUOXw7VEpAZLR5DJKYmbB7oEIAF7QHS/1n3ce0M6l7vPPj9+pn00uuV5e/gT9sR2DHfGvD8/V0AW/tK97T5X/1f/dL8jAAmChYUkBZvFQYXHBqtGHgPgAUwBF0K+BBJEtwOdwt4CM0B5vcD8IXvgfTU9u/0KfPN8wH29/Tj77vro+t272L0JfjS/IECiwY1BrACFwBQAVIFkgnnDBoPyRD6EegQxA4rDIQKbwsZC+gJNAkKCJoGBgOB/mP7tPmN+W75qviY92T1WPPL8iHzFPQQ9gj5wPvi/Ej9Dv/jAMYBKwK4AvkDdgR2BFcEXQPNAR8Aef5v/Rn9nv06/uz9q/wU+1b5v/el9vn1dPW49EP0WPMH8kTx9fBZ8I3vR+/775XvVO4Y75H0HwADFpEuyzbxL3kghBRLE4kWQx2kIkMk5CYKI78WBQmMADj9Cfb96b3iFecF8bf3pvPe5jXdwNlQ2BHYBt3D65T8zQGm/YX5wPuwApgFRQPSA90LAxmoIOIeORxQHPUZXhHRBvEDIQuPEjESywqpAnT/RvzV8zbrrOie7A3xA/Ci7ojwSPMp8+btvOhy6nXyLPttACYD8AZ8CvAJJwcdBoAIfA2qEH0RYBKhE00U2xHkC30HxwVpBVQG9gVpBXYE+gCR+4v1XfIc9Mz2g/iN+X35e/gB9sXzUvRX9vj4Zfw9/+0BfAOtBPQEPQMEAtACvQSSBp0HpAfBBsID2f/Y+6T5jfl4+p/6gPoa+l755veL9X/zhPKk8uXzHvUG9ff0uPSu80byYfDW8P/xofEu8p/wLPET9wQCjRioMTA6yTJrIQ8URRQ0GuYgYCOiIV4ixR/3E8kGtf2I9wDvnuKg3B7kt/BR98TvvN6I1XPWwNkl3TPjHPHx/5MDPgCo/nwDdwtqDGsG2QbVEpUiPykKI4wbvBhdFGIMrQRABCMMFRCZCTX/TPiL+I72MOz04jji8uiN7xrwbu9y8fryzvAJ7Cbr3fPC/x0GlQeHCHkMkhBxD1IMjgvZDcMRMxMME10UhBTwEBQJOQFWAIkC9AHDAJP/m//8/Yv4+vJm7y/vhPLC9YP4XfykAEABo/wi90L3evtM/1oCjgTMB8EJEgg4BDkBIQEGA9IDswPMBKIGmgaRAh78QvfK9Z32gPdC9y348/mk+Y72ffJT8dPyavQO9UX1nfaS+HP4dvYU9PryvvOP82/zbfKK8a7zr/fA/s8MtSZ+OtU3myjCFzsTEhmdH40i6R4UHQkftBgmClf9Afai7s/jpduP31/shPUH8ozhCNRZ1TXdlOFs5Kjtu/wVBnEFXQMtBmoMgA9GCnUHtBExI14sHiUaGQcUvhLSDQ0GagItBtMKZAbI+z31PfUG9f/qCt+N3vDna/Ep8+Pv1O+c8grzl/Ay8FT4MAQmCpIJbQrmDygVYhP2DFUKwg3tEuIUzhKsETcRagybAyb8sfs+AB8AOP31+mj6wPsV+ODxDu5m7xj2YPqx+7r/jANVA8X9P/nW+gcAswOABR0GXgeCCbQHRQPS/wcAegLvAqkCAQQqBUAEi//J+D31AfYN+Dz4rfYi9+j4Hfhc9dvyAvP39Jb2gPdM+Ar60PtR+nb2SvR59Jb2xfZX9o72GPbf9LvynPLu94gFkR3JNf44ri01HhEV/BVbGmodhxzYGr4cHxvWD9cCwfgG7lji+doI3qHq0PT88/3mI9mU1yfey+Ee5IzrEPnkBHAIgAg+Ci0Nug0kCd4Frw/HIDoqXSUkGgcUChIWDWEF0wAMAqAFIAS7/B34Yfcj9J/pH94/3gjoW/EE9E7yF/Lf9EX1AvNI8wr6jAOPCJIJZA33E/YW7RKmCxwJBg1eEXcSRhGxEBUQhAqHAQf8XfxQ/Qz7oPct+Cb8Dv+U/Nf0Vu/771jzMvfq/JMDlwjBBpQARvza/MsAQwJ3Af8CCgiWC9gJhgQKASX/BP4E/gcAjAO6BkIFuv+8+bX2+/Z+9h71RfVp95X5xPnP99r13/SB9Hn04vWs+cX9Wv7A+7L4Ovci98z2IPad9pb2Yff79mL0+vKu8xX4IQEVF3MyATr3LpkdJBPyFGMaUh1zGjcYsxsKHGsQ/wJ4+izxyuSj2nnceuqd9nb2H+jv2dfZdeHA41LjYuqq+OQE8wfMB/oKKg8LD4UHqQKbDVkgPym8IgAY/xNiE1wN4gMd//IA+wShAkP78Pin+vP29enB3evevuku8o/z6PGe86j3afeP883z/fp8AzUG2QbIDEAVGBhgEiYKKgiBDP0PgA+dDs4PcxA+CgoBKf3V/Wf9TvmT9eH4sv9QAS78rvMK8PjxQ/Tx9cT5BAIUCZ0HIwJU/6P/tAC6/yX/QwIiCGIM/wmbA7sA8f8M/g/8X/0cAscFbwRGAKH7F/kV+Jv1UPND9AX41vrt+nX5c/gy9+L1TfVu9rT5Cf15/pb9sfsc+/P5RPhR99T2t/cN+N73v/eO9q7z7fBy8XX5JgqjJYw21zEFJHkWzhKGFQoZtxk3GI0YlBsOF5EMqwOs+ZvrWN+920/l2/LJ+H3ywuTR3ejgoOOm4gPmje/g++ID4QbyCvMOGg8NCcMAbAO+Eu4gMSO2HC0XdxXTERwJrgFc/8YB3wLf/k383/7X/vH1Y+fl32zk9Oz48eryvvPW91H6Yfdq9I72dPyUAEAB5ATxDZYV1RVCDw0JnwjaCkAL+gqZDMcPAw+ACNcCKwLVATX/4/kT9/36wv/S/xz7R/Ym9e/0WvQy9wn93QF0A1YAo/zy/D4AUgKT/+T9zQE8Bo0HiAWMA+cChwEd/wT+0v81AyAEjAAe/DH66/kX+Ur3hvZx9wj5MfpY+vr5Gvq0+RX4G/eD+MD7tf29/Zz8kfvW+rb6MfoC+nD6n/oa+mb5MfoS+h34XPVI84/z0fjPBRQdsC5LLngjxRV4D04RyhQRFXITRRTCFygVNQ2yBun/yPTB50nfzeJ27075PPg17v3m2efb6GHmTOf27e73bP8rAg0GiQx7EJkMMwI6/rIGxhJ2GCUX8hSzFH8SXwvxA9sAFAJLAp79WPor/qkCwwDU9vTs0Oph7fPvW/HF8z/5Z/2x+4v4Xvlv/aP/pv3a/OUBwQnEDl8ObwtGCqkJogbCA1cEgAgpC84IZgexCf8J8weBAmX8lfkx+g/8D/yC+739e/8h/aT5c/i0+e36jfl7+FH63/64At0BdP9M//n/g/9i/lz/5QEuA7gCQAHZ/04AdQB5/sD7tvq5+9r8xf0h/RH9y/y7/P36Qfq++h786vyp++D7Z/06/hn9w/w2/BH9ZfwJ/X/9d/3F/Xf9Nvz3+5z8lPxL+0H6mvhW+fX6hv0pAVQGyAxFFKcZpxnpF4EWxRVaE50OXQrzB9kG4QbmBWwD+gBv/e73PvL47hLw2/Iz9Gr0Q/Qt9SL3Bfgy94D3lfll/In+FwC4ApoGWAiNByoFQASYBdEGogaYBaAFwQbZBioFVQNLAgIBJf+j/HL7dPwE/lL++vy5+7H70Ptb+wz7Y/t0/J79Yv4W/y4A7QEjAhkBZQDjAGgBtgEEAhQCsAKwAvQBSAH6AGABOwJyAiMCegJsAzUDKwJQAUABywCy/w7/Yv4j/iP+Yv78/Qz+wP49//b+kf6Y/pH+if6b/0AB4f91AE4A8f8R/Uz/yv9U/4H+7/6T/4v/M/5GAG8BZP/d/R3/wv+B/u/+Dv9k/2f9Dv8O/1z/lABi/mn+bP8d/7j+dP8+AMf+5/4W/wAAbP+g/uf+1f2o/nn+kf7K/8D+1/6Y/hv+/P2u/SP+ef7P/un/2wC2ASsCUgIeAzgEvwUAB14HHwe6Bv4FUgW1BCgEhAPQAjsCjwHbAHUA6f8l/yP+hv1X/V/9SP2e/Ur+Yv7f/u/+5/7f/ov/DwA+ADYADwBOAAAA+f/5/9n/XQBs/0X/3/5U/20A0v90/8L/VP/p/ykBDwDp/xcABwDK/zYAPgBGADYATgA+AOn/+f/5/3v/DwDS//H/fQCUAIwARgBdAHUA8gAxAVgBMQGmARkBBwB9APH/BwC6/z3/XP8HAAIBo/+j/ycAi/9k/6D+4f9s/7r/RgBc/3n+ywAKAS3/uP5WAMr/Jf+j/1L+x/6j/04A4f8t/4v/DwDv/nT/LgBoAYwAVP+UAFYAJf/P/qwAHwDZ/2z//v7p/8r//v7Z/y3/Jf8d//H/0v99AGUAk/8G/1z/+f9s/9sAZQD5/+H/LgCL/5wAjgQAAFf98vwt/8sADv/Z/1T/e/8O/+/+TgAnAPb+x/4AAGgBagLVAfQBdQBAAYcBxgGHASkBQAECARkBKQGFAAIB2wAXAAcARgC0AGUAVgCj/z4AxgHyANn/DwAPAE4AVP9WACcAz/6q/48B4wCR/nv/9v6o/mT/bQAxAScAnABWAO/+Rf+j/xb/uP4RAfoAFwAnANL/AABk/3UA2f9GAPn/+f+0ACX/Lf91AGT/JwAXAIUAAAD5/0X/0v+0AN/+2wA5AaP/TP+cAHT/NgCUADkBdP8E/qwAg/+UAB8AFwDn/gcAhwFF/6P/k/8RAUYAZP/K/wb/pACmAQT+ef7x/3v/6f9p/qQA8gBc/8r/sv+cAEYAcf4W/3T/tABtAMr/wwC6/ykBAACJ/tL/o/8hAXT/0v8XAMsA0wDZ/7L/oP75/3v/ZP9AAW8BPgDh/w8ApAAG/wAADwBtABEBwv8HAGUAk/9WAE4ADwA+AAAATgCy/9L/ngFAAaD+9v67ADYA6f+XAbQA1/5AAU4Aqv97/04AFwBWAJP/wwCFAIP/g/82AAb/bQDbAMsAOQHp/9L/rADS/zX/BwDqAJQAbQDp/7L/XP9k/4wApAAPAGUASAH8/dn/bQCb/20Axf0XAJ4BZQCT/w7/dP+MAEz/6f+D/4wAVP89/30ATgD+/lT/8gBM/+f+tgHjAPH/ZQBM/4wAFwCy/9n/TgDS/+f+FwAfACkB4f+L/7sALf+b/5wAwwAHAJv/4f+q/7r/lADyAC3/FwBGAJwAqv+UAHUA1/7v/mz/ZP/x/04ALgDX/uH/wwCj/w7/AgEXAE4AUAHx/ycAhQB7/4n+0v/LAAwCTgDp/xkBfQC6/2UAZQCT/20Asv8PAKwATP/5//z9e/8W/zEBDwDx/2n+AACeAX8BKQFU/6D+8f+mAVgBNgBs/x3/Yv5s/9MAjwGkAAoBTgAHAML/MQFQAc/+9v6T/4H+MQHNAdL/nPyw/pP/kf5AAbQAHwCcACv+G/6eAVYAhQAAACX/DwCUAF0ACgHX/hcAbQAHAAcAsv89/yX/4wAnAPIAPgBdAML/VP8HAOUBQAEt/2z/Pf+FAML/bP8pAXcB0v/5/z3/4f+sANMA4f+y/7r/+f/LALsAuv9c/+n/tAAuAJwAhQAXAAcAqv8AAD4A2f/Z/ycAZQCkAC4A6gARAZwAFwDp/6r/4f+kANsAHwDZ/5P/wv8HAD4ABwC6/6P/uv8XAD4AHwDS/xcARgBdAF0AXQAfAA8AHwA2AGUARgAXAOH/+f8PACcAHwAPAOn/4f8HABcAHwAAAAcA6f/x/+n/AAAnAPH/BwAAAPn/8f/h//H/8f8XAB8AJwAfAAcADwAHABcAFwAfACcABwAfAB8A+f8fAAcANgAnAAcA+f8HAA8ABwAnAAAAJwAXAPn/AAD5/wAAAAAPAA8AFwDx/xcABwAPAAcAAAD5/wcA8f8PAAcA+f8PAAAABwAPAAcADwAHAPn/6f8XAA8AAAAnAA8ADwAnABcAJwAHAB8ALgAnAAcAJwAfACcAHwAfAB8AHwAuAB8AJwAPAA8AHwAnAB8AJwAXAAAAFwAnADYABwAHAB8AJwAXADYAFwAuAA8AJwAXAAcADwA2AA8ABwAfACcAFwAnAPn/DwAHACcANgAXAPH/LgAfAAcALgAPAA8AJwAfAAcAHwAnAB8ANgAAAAcAFwAPAAcADwAPAAcABwAPACcAHwAXAAcAFwAXAC4ABwAuAA8AFwAnACcAFwAnAA8ADwAuAPn/JwAXABcAJwAAAC4AAAAfACcADwAuACcAAAAnABcABwAHAAcABwAnAB8ADwAnAB8ALgAuAC4AFwAPAC4ABwAfAB8ABwAPAC4ABwAuAA8ADwAfAB8ANgAPAA8ADwAnABcABwAAACcABwDx/ycADwAXACcAJwAAAA8AHwAPAB8AAAAnAAcADwAHABcABwAnAAcAHwAfAAAAFwD5/wcALgAHAB8AFwAHAAcAAAAPAAAAFwD5/w8ABwAPACcA8f8PAAcADwAHAA8ABwD5/wAA8f8HACcAHwAfABcAPgAPAC4AAAAuAA8AHwAfAB8AFwAnAB8A+f8uAAcAHwAfAB8ABwAuAAAA+f8PAB8A+f8PAPn/LgAAAC4ABwAHAAcAJwAXAAcADwAPAA8AAAAAAA8AJwAPAAAADwD5/w8ALgAuAAcAAAAPAAcADwAPAAcAHwAfAB8AFwAfABcAHwAXAB8AFwAAAB8AFwAPACcADwA2ABcANgAfABcAHwAXAB8ABwAnABcADwAHABcABwAPACcAHwAHABcADwAPAAcAFwAPABcADwAPAAcAFwAHAA8ABwAPAAcADwAHACcADwAAAPH/DwDx/w8ADwAPAAAABwAHAA8ABwAPAB8AAAAXAAAALgAAABcAJwAHAA8AAAAnAAcABwAHAB8AFwAnACcAFwA2AAcADwAHABcADwAfAA8AFwAnACcAFwAfAB8ADwAXAA8ALgAXAA8AHwAnAB8AJwAfAA8AJwAPAC4ALgAfABcAJwAfAB8ADwAfAB8AJwA2AA8AFwAnAB8AJwAHAB8ALgAfACcANgAfACcALgAXADYADwAuACcADwAPAC4AJwAfADYAJwAXADYALgAfACcAHwAnAB8AHwAnAB8AHwAPACcAFwAfAB8AHwA2AC4ALgAuABcAJwAPAB8AFwAHAC4A+f8uABcAHwAnAA8AJwAXAB8AAAA2AB8ABwAHAA8AFwAAAB8AHwAfABcAAAAPABcABwAPAC4ABwAnABcALgAfAB8AFwAuACcAHwAfAAAABwAXABcAHwAnAB8AFwAuAA8AFwAXACcA+f8PABcALgAPAB8AHwAfABcANgAfACcAHwAfAAcALgAPAA8AHwAXACcAPgAAAC4AHwAfABcABwAXAAcABwAXAAcAHwAfADYADwAnAB8AFwAfAPH/LgAnAB8ALgAuABcANgAXAB8AJwAfAB8AHwAXAC4AAAAuAPn/HwAnABcADwAXAA8ALgAHAB8AHwAPABcAHwAnABcADwAXAA8AHwAfAAcAFwAPABcADwAXAAcADwAfADYAHwAXACcADwAuABcALgAPABcAJwAfAAcAJwAXACcAFwAuABcALgAPACcAHwAnAAAAJwAXAC4AHwAnAB8AJwAfAC4AJwAfABcAJwAHACcAHwAXAA8AJwAPAB8AFwAfABcAAAAuAA8AFwAPACcAHwAnAAcALgAPABcADwAXACcADwAnACcAFwA2AA8AHwAfAB8AHwAHAA8ANgAuAB8AJwAfADYAJwAXADYAFwAuACcAHwA2ABcAFwA2ABcALgAnAA8AJwAfAB8AJwAXAB8AJwAfABcABwA2AB8ALgAnAB8AJwAfACcAHwAnAB8ADwAPAAcAJwAuAA8ABwAXACcAHwAHAAcAHwAnAAcAAAAPACcADwAnAC4ABwAfAB8AJwAPACcALgAuAC4ALgAuABcAHwAnAA8ADwA2AC4AJwAfAD4APgBGAHUAhQD5/+H/LgAHALL/2f8nAC4ADwB9AJwAGQFIAYcB5QFLAoAF9RIVEJH76/maBucCkPeu/XQDBfg49v7+B/yJ9Jz5rgH+/nD6IwJkA+/7Qv78AScA2wDsBLACGQF6AuT9PgByAssAjPyD/3ICMQF/AaP/Lvw2/Hv/ef7NAQQCEf38/ZcBif5b+yX/GASC+0P7VAbTAIz83QHLAO36pv1vBAIBrABDAkD9uP6rA8D+Bv+dBK4Bpv0RAYQDGf30Abr/y/xEBrsAZP+2AbYBbP/Z+K8FoQKu+h4DnACj/Af8zQHP/hf8SwKUALj+OQFQAV/9Pf+0AKP/k//pA1ABZ/0xAR4DZ/1G/EMCpgEZ/Wn+VQMRAVD98f+UAN39if4O/4UAtAAd/7j+vf0CAakCDv/C/wEEAgHDAF8EfQAfAD4A/v5p/tsAsP6Z+1r+hv1y+9f+x/72/in9M/6o/jr+uv8O/7j+fQBtAEX/lADLAHUAz/55/sYBIQF5/rL/o//0/b39+f8AACP+uP57/wb/Nf+6/w7/VP/jAPoAVgAGA9wE0AL0AbUEKgWEA1cE+AZxBRgE7ASlBKsD2gPQAgQCIwLGAZQAhQAxAen/Sv6J/sf+Uv7S/Cn9Ov5Q/bv8UP1Q/av8q/zS/Lv8af6j/3H+uP5M//z9UP2mAe0Btf0pAd0BfQA5AV0AzQE5ARkBI/7C/+cCWv75/2UAy/yo/vb+fPxC/sD+ufu5+3/9E/5A/Qb/s/wp/csA4f8G/4n+6vza/Gn+SwJGADj9XQBM/y3/qv+j/0z/cf6j/Gn+BP58/E387fqA+uj7ufvW+t/+HgPIAr0EIggCCKcIegm5CVUKbQr8C88MtgtnC+gJZAaIBfsELgMmA8AC0wDP/uL8wPto+i34RPii+N73VPjh+N73Qvci92n3ovgS+nL7Af2G/Ur+Fv8G/20A1QEUAkUD3ARZBfYF3gVKBRsF+wRCBc8FoAV5BfQEjAO4Au0BtACFAOn/Pf8l/1r+rv3S/IL7BfsF+wX7wPvS/Jv/8gDP/mz/EQGy/5P/xgFPBCAELgNkBiIIOATQAvsEKAQeA+kDgAUBBOH/Pf89/4b9lPzL/BH9s/xy+yT7S/t4+l75dfl4+qH7ufvQ+4z8Jvzd+pn7Z/1S/mn+FwARAbL/9v5M/1z/7/7H/rD+oP5i/vz94vzQ+/361voK+jn6tvpU+B34efdq9K328Pj9+kABqQnrESESrguECgkLdQpuDvcTQhbKFJQRmA/pDVsJvQQWAwQCuAJ+BBgElwFq+xnzvvAf8jjzVfUB9hD2dPXy8rPyj/PL8hHzuvXT+bD+YAExAU4Acf70/SEBKgWfCMMKdQo2Ch4KjwjMB14HkgY/BzEILAlTCbIGsAKb/0D9Ef1C/g7/sP4w/d36vPmq+Dr3zPbM9sf36/lb+238Zfzl+uv5j/pd/D3/xgGpAl0DLgMeA4QDswPpA34EQgWaBrwHjQdzBnYEegJiAq0EPAbeBZAFygPdAU4AVP8uAML/1/6j/5v/qv9s/038gPpD+238Gf1f/Vz/sv9t/Pf7af4O//T9sP4RAdUBNgAXAEgB2f9//Wf9Lf8+ADX/I/5a/pb9B/z3+1D9E/5Q/bv8pv21/U38avvA+4L79fpT+3z86vxL+5z5Kfq8+Yv4rPmf+mb5kvje91/2dvYn+df+/gWxEKgWPBAzDAYN1Qu4DE4RXxXDFPoRtBGUEYkMJQbAAtn/uv+4AlcEDgMb/k/2ivHe8IrxAvOm82L0q/UO9d/0q/WP88nxy/K19oT80wBiAksCfQDH/qwAfANEBo8IkgmzCuQLZwtGCioIrwUTBQYGAgjgCa8IaQUrAuf+If0p/Uj9OP1d/Kn7yPs0+zf5Iveb9Xz1YffT+R78QP0+/Bz7zvqZ+2/9Bv9dAAQCJgNHBDIF+wTxAx4DPQPMBB8H/Qi5CQII5gU6BdwEYQV7Br0E0gM4BCsC2wDTAE4Ajv1L+679TgDd/Rz7sftT+yf5APl0/Of+NvxD+zr+XP9A/Xz8sP7p/0L+wP7NARwC5/4p/XH+Pf8T/jr+XQBWAEL+f/3f/uf+6vzv+2/9G/4J/fL8lv2j/HD68/ly+3r7rvqn+gz7h/qV+WD67foi+mP4JfjZ+Fb5nPx1AO4FXw6UEWwNBAyrDVALsQkQDkkSfREDD2MQaxDwCb0E2gMrAn0AngHxA2QDuP60+Xn3ZPW28xz0VfW99nH3Ufe39yr3sPQ482r0G/eA+kj9wv/TAEz/Yv66/wIB1QFkA78F+wf1CPUItggIB9QEdgRhBZoGrAedB9EG9AR6AhkBFwAO/2L+Uv7H/jX/ef7D/AX7P/lE+Ln4AvpT+yb8Rvw2/Nj7kfvI+zb8u/wj/tn/hwEzAiMC/AF/AUAB7QHvAukDpQRhBe4FoAW/Bd4FZwRVA/kDzAR+BGcElgT/AoUALf/5/wcABv/2/jX/Hf/0/XT8Zfwu/P36cPoP/Pz9Gf2p+3z8MP3A+3r71f17/3H+BP4uAPoAk/8t/10A2wAd//7+wwBkA04A//u6/6kCf/2H+jkB6gBJ+jj9gQJC/qz5JwBs/3P4Z/3tATn6NPu7APb+ePoT/kr+zvoh/XT8XvnY+yX/y/xX/cACrAf7B3MGZgd9BzIFcQVTCbMKqQneCLkJlAqACPYFaQUBBM0BegLMBCoFwAIuABb/vf2R+6H7Xfxq+6f6U/uz/E38EvrR+Kr47veS+Bz70vyr/C78bfxI/Sn9UP1x/h3/sv8pAcACowM1AzsCMwIzAksCVQNvBG8E6QOrA8IDdANLAr4BjwExAW8BHAIcAocBJwAO/6D+Sv4T/kr+G/7N/dX9DP4M/mf9bfxN/LP8UP1C/hb/dP9F/y3/i//p/ycAPgCkAOoA3QGBAnICUgIzAvwBSwLQArACwAKZAjsCMwJiAkMCIQEnAKwAjAAnAF0ABwBU//z9QP38/eT9UP1v/VL+Bv+B/rD++f/A/lX8rgFs/3H+HwDK/4EC6vzv/r4BM/4R/QQCBv9T+18Em/9R+t0B4f8P/EX/fwHh/6v8KQHjAFP7HwBvAbP8OP26A7L/JPt/AcgCwPty+0UDDwD4+B8AwAKX+uD7MQHS/GD6wP4b/jT7o/98A/wBwALHBasDbwG6A/sEVQP5A1wGgwaABR0GCAelBGICPQNNA7gCTQNABKMDFAI5ASkBFwBi/lL+if4M/hP+Uv7d/YT8xvrr+cv5lfnL+cb6Lvyz/FX8f/1F/8f+E/7C/woB+gDlAVIC3QHfAgQCZP+eAUMCAACy/2ICOwIfAFgBKwJGAIP/fQDLAHUA+gBgAdMAjACsAC4ARf90//H/k//Z/8MAdQDp/7L/wv/v/gb/wv/5/6P/+f82AOoA4f8d/zYA+f+g/mT/lwGUAFz/jACHAU4Ai/8AANMA4wDC/xkBzQHqAAoBOQHDAMr/AABOAGUAUAFWAA8ApAAPAMr/rADv/oH+HAJtAMX9fwFtAGn+K/53Ac399v7x/8/+lACD/7D+bP8nAIb9AABAAez93f2ZAoH+Sv41/zX/bP+UAEL+7P1oAbQAUv6q/+n/i/90/4H++f8XALr/0v9p/vn/o/89/z3/oP59AD4AVP8O/xcA4f/8/c/+e/8W/5H+z/6j/zP+pv2w/oP/2f9IAXoC1wIrAksCegIjAjsCFAJ6AqMDkwNdAxgECQRLAu0BKwIMAs0B9AErAtUBtABtAPn/af5Q/fL8y/zD/An9xf0b/n/9SP38/Ur+af4t/7r/2f+0AJ4BRgDf/qQAwwAz/mn+pADqAG0APf9OAOn/Pf/5/7r/1/6b//IAPgCFAOoAqv/Z/2ABdP9i/o8B1QEl/2z/WgKXAZj+8f8RAfH/AACUAGUA6gBQAen/XP+FALsAyv+D/9sALgC6/zEBLgBc/20Awv+J/rQA2wDf/pv/5QG0AJj++f++Afn/3f3yAAQCLf82AIkCCgGY/uH/OQHp/6r/dQA+AMsA2wAPAKr/g/8PAG0AqP5tAIcBDv/h/54B7P2Y/vwBqP5v/RkBWAH2/o79CgGUACX/Gf3+/t8Cpv1s/3IC9P2o/jEB/v5i/kgBuwCm/awAvgG9/ar/XQCT/5j+k/+HAc/+uP5vAZwATP8j/vn/TgDx/7D+4f/dAZj+nv1/AV0A1f3+/pcBo/+G/foA0wCJ/kr+RgCT/8f+Hf/p/7L/TP9F/z4AHAJ3ATkBWgJqAkABSAFLAiMCrgHVASMCIwIjAuUBdwEZAaQAFwBtALsANgDK/+n/4f+D/xb/Lf81/x3/wP5k/2UAAADP/qQABv8b/hkB1/57/z3/4f9lAAcARf+b/1T/ef5OAJP/Bv8fAOoANf9F/10Ae//+/j4AlAAd/7L/ngHTAEr+uwDGAUL+e/+2Acr/i//TAI8B8f8t/6wAUAGw/rL/7QHDAJv/FwDdAWT/qP6HATYAHf8xARkBqP4XAO8C8f/F/dsAxgFWAM/+vgFqAuH/Ov6cAEABFv/S/4wA6f8CAaj+0v/TAOMAKf2R/isCQwKC+z4A3ARV/PT92wBaAur8z/5QAawAdP/P/kYATP/qAIb9Rf8zArL/Nf8r/vIA2wBS/voAI/57/zEB1/4HAEX/XP8nAJwA8f/X/h8AzQEE/uoAywD+/m0ADv8+APn/wP7TAKP/yv89/8MA1/55/rr/2wB7/4n+DwAZAeT9ZQCsAHn+e/8ZAen//P3bACX/Ov70ATr+lv1IAfIAw/zS/7gCVgDqAFUDHALbAN0BMwKHAfIAQwK+AX8BKwLNAZQAtgF1AN/+bQDGAfH/Lf9lACEBsP5s/3UASv6J/g8Aif6kAPoAef5lAEYAHvwG/98CV/0J/WwDbQD3+yEBVQOM/P/72gOD/8j7IwLGATX/Bv82AA8AFwDS//b+pgG0AIwAf/02AMoDI/4u/AwCOwLf/qD+ngFvAVT/6f/5/2gB2f9c/8YB7QG0AKr/tABDAsL/o/9DAq4BRf9c/zsCfwG4/vH/PgCy/7ACtf04/TUDIQGh+x8AZANv/ab9TgCwAon+6Pt0A8MAS/u6/wYDQP0w/bACTgAj/nn+zQExAfT9GvrpBlABhfkz/jAEXwRZ980BcgLF/QcAi/8+AAH9hAO2ASn9y/wXAIgFw/zd+qYBoAVT+5T8nQSJ/sj7lwHnAk75Uv5BCAT+NPicAC8HQ/up+xsFPf8R/YUAQwI4/Wf9IQEpAbX9mP5U/2T/ywCO/bP8rgHXAsL/YAFABPED9wIpAbsATwTFBJP/lAAlBk0Dgf6PAXkF8f/v+xkB2gNa/pb9pgFgAZ79DP4uABb/MP17/wcAjv0T/uoAOwJ8/Af8IQFSArn7+vwqBQwCEvqR/mQGLgA3+df++wQPAOv5pgGSBrj+Mfr0ASgEtf2z/N8CIQGT/4v/DwAMAsYBYv7A+9ACyAI2/Fz/XwQcAu36if7uBXv/BfuUAF8EHwCG/ecC4gOT/xb/SwLnAvn/oP5kA4QDYv4AAAYDHgMb/jD9xgFYAdf+qP6mARcAi/8G/9X96gDDADT7IQHXAlX8hv1xBeL8e/iiBmoCyPQHAG0KLPst9dgJbP/R+Pz9/gXF/YP4/gV+BM/3q/yzCin9dPUlBlIF/vfA+88FFAKy+MX9JgM1/6f62gMcApj39AGGBI/6XvlEBhsF7/R3/RQJyv/79l/9VgcM/sX2CgGrA6v8NPuo/qj+E/4uADMCnQQNBjUGwALQAlkFrQQ7AjAEyQZfBKkCdgQTBSEBzf0XACkBHf8d/0ABywD0/Zb9pv04/XT88vwz/jP+Dv+j/5P/3/69/RH9pv1GAKr/if5vATsC/v7K/0AB6f8ZAZv/wwCJArgCwwAXABwCZQBA/eoAOwJF/4P/WAG0AC3/LgAPADP+qv8d/yX/rACMAKD+oP5GANsAYv7n/moCZQD0/cL/YAH6ANf+uP4hAfoATP/DACMCJwAuAG8B0wBtABwCDAJM/+8CygOy/z3/7wJyAhn9pAC9BD4AV/2XAQ4D7P27/G8BpgGe/QT+FAJtACH9BP5lAB3/f/0xAT4Ajv2q/4cBRgA4/fb+9AH5/238kf5oAYcB4Pti/pkCef4u/CcA7QHL/OD7pgG7AEr+VfyJ/m0A3QGR+7n79AHGAfX6IvqMA8gCcPoJ/WoC9P3q/P7+bfwcAtsARvn9+n4EKQGW9lX8vQT0/d73OP2bA0X/NPsUAgUJKgiLBogF8AYQB8wEnQT7B9MKZgcOA0IFEghXBNL/6gDXAicAM/7yAGoC3/7z+YD6Rvyu+kn64Puj/Hr7n/qR+/r8B/zt+sj7V/3+/hcAKQGuAfIAHwD6ADsCkQIWAwYD5wJFAy4DDgP/AtUB+gBQAd0BIwK+ATEB+gBM/4H+3/5M/wb/E/6W/SP+sP4T/n/97P3d/W/9zf1s/1YAm/81/7L/JwAuAFYAAgE5AeoAGQFLApsDqQK2ATMCzQH0AcgCvQTpA28BfwEcAmAB2wBvAVAByv8G/2UAAgFk/xP+Ov4T/ob9wP7p/yX/xf3k/bD+x/7v/kX/Pf81/y3/VP82AMD+lv1F/7L/uP5a/lYA6f+w/sD+Qv6w/nn+k//h/9L8MP1GAJcBY/un+uMAIQE2/O/7qP4uAGn+Cvou/LQAVgAk+wz7dwG0ADT7Ivo9/x8Al/rZ+Gf9qv+7/GP7Fv9XBKgF6QbaCp4LpwjeBRUGQwmECuAJYwmZCVMJRwcLBXQDcgKkAJP/SAFiAm8Bif7I+xL6F/ma+MT5vvqA+hL6SfqA+kH6XvkA+bT5/fri/FT/pACkAOn/Rf/x/2gBcgKTA08E3AQyBfsE1ARnBHwDyAIGA8oDfgQgBNcCrgFOADX//v4t/yX/z/4z/s39rv0J/Tb8sfuR+wf82vye/TP+M/7N/Yb9rv2B/kz/FwDDACEBfwH0AfwBrgGuAQQCHAKZAnQDMARHBKsDoQIzAhwCKwJaAowDKAR6AgoB+gBtABb/if7K/xcAcf5x/sr/Rf8Z/ZT8DP4z/pb9kf5GAHv/nv3V/f7+3/5C/h3/ZQAuADX/dP+y/w7/9P3k/Vz/2wCj/wb/BP5U//H/E/69/V/9BwCFAAn9hv0AAFT/Cf0X/L394f/TACT7LvzlAQcARvnY+7YBVgAX/AX7jv0AAMX9j/oa+mX82vzG+nr7sv9iAnwD+AYJC+AJ7gVZBU4HgAjeCNoKEwyKCckGgwZUBgkEFAJyAjUDkQIcAiMCZQCM/En6YPpD+yb8dPxt/Gr7KfrT+aT5Tvl1+VH6W/tl/Jb9qP4z/tr8nPwE/qP/EQEcAhYD9wJDAhwCmQL3ArgCHgP5A44ElgRHBIwDMwJgATkBzQEjAhwCzQHTAJP/x/6g/jr+1f21/fz9Ov4r/uz9Z/3D/GX8o/yO/Wn+1/4O/8/+uP7H/i3/qv/Z/1YA8gCPAc0B3QHNAQQCIwKwAk0DRQMuA+cCoQLvAmQDTQNqAgQCFALGARkBCgF3AdsAVP8t//H/XP+1/cP8QP0Z/S78Xfyu/Y79lPy7/DP+if5K/i3/NgDC/+f+3f0ZAdoDhv3b+VcESwLF/Vf9TgDh/9MAX/30/WABwwAW/yH9b/2+AeMAVfzi/BkBdwF//bn78f/nAob9Avo9/8oDef7z+VT/9AET/hL6w/zDAKb9Mfp6+5P/VgCL/wQC7gWLBjUDjwHiA/4FFQbuBckGpAeyBioFzASdBJMDmQJ6AmQDGARFA90BXQAt/5j+qP7v/mz/Hf8z/pb9SP0J/T78gvux+038nPzS/FD9SP10/Mj7F/x3/Wn+z/5k/8r/2f/x/wAAZQCsAKwAEQHdASsCHALtAVgBEQEpAWAB5QEjAhwC1QF3ATkBKQHjAJQAnACsALsAuwCFAB8Ai/8t/xb/Nf9k/3v/ZP8O/9f+wP7X/u/+9v5M/3v/uv/h/wcA4f+y/7L/BwBOALQAEQHbAIwAuwCMAIUA0wBvAZcB+gB9APIAGQGMAAAATgDbAD4Asv8nAE4Auv9U/7L/PgDK/5v/wv+j/6P/qv/+/kX/dQA2AM/+sP4AAJwAVP95/hb/ZQAfAIH+9v4XACX/x/5U/2z/XP+L/xb/ZP8AAGT/ef6y/4wAXP/2/sr/FwDZ/0z/Nf/Z/x8Ao/+T/8r/sv+q/3T/e/+b/3T/Rf81/yX/Jf8W/9/+uP6w/iX/qv9OAAIB9AH8AaYBaAH0ATMCQwIrAiMCDAK+AWgBQAERAeMACgFYAb4B9AHGAY8BKQHDALQA8gApAQIB4wC0AIUADwCy/4P/Pf81/0X/k/+6/6r/k/9k/y3/Hf9k/7L/g/90/2T/TP89/wb/7/49/w7/Hf9F/2z/VP89/zX/Lf9U/2T/qv/C/9n/8f/5/+n/8f8fAC4ALgA+AH0AlAB9AHUAjAB9AIwAlACsALQArACkAKwAnAB9AHUAlACFAHUAbQB1AGUARgAuAC4ANgA+ADYAPgBOAD4ALgAuAC4ALgAuAC4ALgA2ABcANgAPABcANgAnAC4ALgAXAC4AHwDx/xcAHwAHAPn/8f/x/9L/yv/S//H/wv+q/7L/uv+y/7L/m/+T/4v/o/+q/5v/m/+L/5P/dP+D/5P/k/+j/6P/o/+q/6P/qv+y/6r/sv+y/8r/4f/Z/8r/2f/h/9n/yv/S/9n/4f/Z/9n/0v/Z/8r/sv/S/7L/uv+y/6r/qv+b/6P/i/+q/6P/uv/K/w8ALgAuADYARgBtAIwAtADDAMMA2wD6AAoBGQExATEBUAFgAXcBbwGHAWgBOQFAATEBGQEZATEBGQH6AMsAywCkAIwAdQBWAEYALgAXAOH/2f/C/6r/k/+D/4P/e/9c/0X/Pf81/yX/Fv8t/y3/Lf89/zX/Nf81/z3/Lf9F/1z/e/90/5P/qv+b/7L/wv/p/+H/HwAuAC4APgA+AFYAVgB1AIUAnACUAKwArAC0AJwArACkAKQAnACkAKwArACkAJQAlABtAIUAbQBlAH0AXQBOAEYATgA+AE4AVgAuAEYALgA2AB8ALgAuAC4ALgAuAB8AJwAHAPn/4f/x/+H/+f/p/9L/0v/C/8r/wv/C/7L/sv+y/7L/qv+y/6P/sv+q/6P/m/+q/6P/qv+q/6r/qv+q/7L/sv+6/8r/sv+6/9L/0v/S/+n/8f/S/9n/8f/Z/+n/8f/p//H/6f/S/+n/6f/5//H/+f/x/9L/6f/p/+H/yv/Z/8L/0v/S/8L/sv/S/8L/wv+6/7r/sv+6/7L/uv/Z//n/DwAuAC4APgBOAFYAfQCMAIwArACkAMMAywDDANsAAgERAREBEQEpASEBEQECAfoA4wDqAOMAwwC7AKQAlABtAG0AXQBWAD4ALgAnAA8A4f/S/7r/wv+y/6P/m/+b/4P/g/9k/3T/ZP9c/2T/ZP9c/3T/bP9s/3T/dP+D/4v/qv+y/7L/sv/C/9n/+f/x/w8AJwAnAC4ALgA2AEYATgBWAF0AZQBdAHUAbQCFAHUAhQB1AHUAdQB1AFYAdQB1AG0AdQBtAH0ATgBtAE4ATgBOAD4AVgBGAC4ANgAuAC4ALgAuAC4ALgAuAC4ALgAXAAAA+f8PAA8A+f/x//H/6f/C/9L/0v/C/8L/uv/C/7r/uv+y/7L/sv+6/7L/uv/K/7L/qv+y/9L/wv+6/9L/0v/S/9L/2f/5//H/8f/p//H/6f8HAPn/AAAAAAcA8f8nABcAHwAfAB8A+f8PACcA8f8XAB8AAAAAAAAA+f/5//H/0v/p/+n/0v/p/+H/4f/x/9L/6f/S/8r/4f/Z/9n/2f/S/9n/4f/x/+H/8f8PABcALgAuADYALgA2AEYATgB1AIwAjACMAKQAjACcAKwApACsAKwAtAC7AKQAtACkAJwAlACcAIUAdQBtAGUATgA2AC4APgAnAB8AFwDx/wcAAADS/7r/yv/S/8L/sv+q/5v/sv+b/6r/qv+b/7L/sv+q/7L/qv+y/6r/uv/K/9L/0v/K//H/4f/p//H/+f8AAA8AJwAuAC4ALgAuAC4ANgBOAF0AXQBdAFYAZQBdAF0AXQBWAG0AbQBtAGUAfQBdAFYAVgB1AF0ARgBWAEYANgA2AC4ALgAfAC4AJwAHAPH/8f/x/9L/2f/K/9L/wv+j/6r/uv+6/6r/k/+q/7r/sv+q/7L/sv+y/7L/wv+6/7L/uv/S/9L/uv+6/+n/6f/5/8r/BwAnAOn/8f/x/y4AdQC/BfwLbQAe9Wv4AQRkBsP8cffY+00DQAR5/s76M/6TA4wDsP4+/Ab/vgEKAR3/BwC+AcMAif7k/R8AvgHqAJv/x/66/30AhQDK/xb/ZP9WAOoATgCj/5v/2f/5/xcA4wA5AZwAo/+6/5QA2wDDAFYAfQCFAIwA2wCFAD4AJwCUACkBrACFAKQAnAAfAML/JwDjAAoB+f97//n/dQB1AA8Am/8PALsA2f9M//n/ZQB1AGT/if4AAGgBFwBa/gb/rADqAKr/kf66/38BAgEG/5H+lAA5AeMAk/9c//IAzQEZAcr/0wA9AzAEDAKkAFgBuwAG/7j+Yv5f/VX8V/1p/oH+lv0j/i3/dQAnAAAAAf2XAYECSv4GA7QAufts/8cFOwJq+238UgXMBMv8w/yq/38BygPC/wX7QP3yAOYFkft//V0AbwEEAl38Lf8nAPb+CQRj+yX/IQFqAnH+YPpVA10D4PvC/9UBSv7LAEABAf1//WQDHAJA/aP8lAD3AgcAif53/Yn+tgEJBEYA2/nL/H4EWgLn/kj9I/6EA2z/af7a/H0AUAGwAvT9DPt/Ab0EFALv+4v/LgM4BN0BZ/3N/cUECQSb/8/+IwI4BBcAZ/0ZAREENgBf/UABzQHqAF0A8f/K/zr+Ov5qAtMALgAHAKP/0vzS/AMFUAGW/bv8SP1nBMgCj/qX+p0ENQMH/FH6kAXVAf/7DP4WAyP+XQBx/qQA6QO7/Gn+9P3KA6kCbfyc/H0AsgZdA7n7fPxPBBwCugPP/jr+CQQRBJz8jAAxAef+NQNGAG/9ngGRAiH91f3dAa4B4wCC+4L7GggJBO362vW7AFsJfgTX9J/60QYpASv+MfrlAW38ugPjANb3EQHs/eID8QP+91r+iQL8/YsGevukAIz8MATo+6n7UQgWA0D9cvF5BVUKRwS69fH1DgNXDlABqu7D/K8PLgNq9KH04gpDCYT83fPW+pcIXAYF+5f6HvwuAysCU/tT+7gC9wKC+6r4pgFmB1ABhPxt/FQG5AQnAAoBjwGwAv4FegIUAtn/3wKBAtUBSwIOA9cCuwAO/xEBIwLqAHT/wv8fAEYARf8T/mL+Jf9vAYwAo/wP/KwABgOz/I353f1EBgYDy/no+6wAM/6cAPQBwP6U/CX/SgUPAMT5nv3fAnwDNQPq/IL7m/8IB5kCkfuh+2ABpQRAAaP/Bv+z/NIDfwGb/54BTgDdAcj7mP73AhYDNgDa/Kr/vwV3ATb8zf1WB1kFI/4+/IH+cQUqCMD+Dfhp/t8CtQSgBWb5z/cWA5YESAGm/RL6kwN8A2z/X/aO/Q8KlAD6+Sb83fqbA8AMbvkZ8+D72Q1YAZzyL/nkC50HJvUC+igENQOkACH97vc1A00Kvf1n9g/8hgS0AN8Cz/5X/bX9Ov5GAPH/pgEl/5L41/7pA4b9t/epAqIG3fpj+AL6WQWkByr30vVf/XQDQgVS/i/5MPY9Aw0GPf8fAJkJtAcT/h78oQJ8CqQKCwWFANMAfgTZBmEFtgHyAIwDyQYYBOn/4f+PAQcAaf5WAPcCxgHy/PD47fo1/54BRgBV/Pr5ofuR/sf+If2W/cL/Dv+O/cL/1/4R/W/9ZANiAob9XfxYAX8BYv7P/g4DQgUpAfz9gf7+/vEDzARc/wAA7QF3Ae0BbP/+/jkBLgOPAXT/NgCHATX/tf2q/8gCZANSAtn/Gf1a/hQCswPAAoEC1QGw/iP+aAEeA+n/dP8hAaYBXQDn/v7+k/86/kX/gQKBAkr+0vyo/gH9HwDVAYEC+gD9+rv8Hvxc/0AEb/1g+p4B0Pvv/oUAwwDt+k758AbFBNH4UfqwAjj97P2OBE4AIf2sAGr7Z/arA6AFdPyh++r8hv0cApcB0vxC9/T9PgAT/ksC2wDJ+Lz5E/4h/YX5VgDCAxL6NfUX/IwDhQdmB5YERgAXAAEEjwjICYIJAgjpA8YBmAVvC3wKMAT0AZMDugYfB/kDCgH+/rQA/wJ6AuoAK/5b+1H6Nvzf/g8AX/3Z+Dr3nPnD/N39nPzG+mD6evsh/RP+xf2e/eT9wP4AANMAtADZ/9f++f+zA6AFkQK6//oADAKJAowDbwQ1A2gBYAH8AdACbAMcAvIAwwBoAY8BlACj/1T/bP+L//n/JwD2/rX9Cf0z/mT/2f8nAAAAaf4b/s/+ZQB/ASMCQwK7AA7/sv++AbACBALGAQwCHAJdALL/ywDGAQQCMwIzAlYARf9k/8f+7/76AMYBFv+r/Kv8kf5S/iP+if4T/hv+pv0H/Gf9rACb/6n7Sv6D/0j9Nf/k/TP+oP6q//7+ef4Z/bX9bwEZ/XD6Kf0KASsCo/x1+VP70wCL/4L7BP5G/Fj65fqx+3z8HvzD/G75YffL/NcCbAMuA94FoAVNA4ECMgVAC3gPyg3tCBsF5ATEB1ALMAuZCfsHAAetBDsCHgMbBeIDWAGkAD4A/v4H/Jf6avuc/Hf9XfxO+Zb2OPYV+Pr5j/qn+lH6XPgL99n47/sE/hv+pv30/TP+kf7p/1gBIwIuA6MDkwMeA+8C4gOWBEoFFQZcBkIFhAOhAmwDAwW3BY4EuAJAAVYAjADTACkBwwDK/2L+MP3L/DD9If27/NL8QP0Z/ZT8X/3F/RH9UP3n/owAbQAfACEBMQF9AI8BPQObA2ICcgI9A6kC9AFVA78FzASJAuUB9AExAfIADAIjAh8A1f3V/fz90vwB/UL+vf2Z+xz7PvxN/Ir79/vy/LP8JvxG/JT8MP2U/IT8zf0l/4n+Af1A/X/9b/0O/9n/DP6m/T3/V/0c+9j7M/7A/l/9Tfzg+5n70/lr+KL4L/nI+1/9o//XAvcJDg3pA9L85/7yCpETQRItDTcH/wJkA+AJvw97ENcM3gVyApcBdgQaCJIG3wKkAPn/kf4u/Jf6O/s+/Af8fPxR+p32SvR59Lf39foX/O36YfcM9D31+vkb/rr/cf6r/JH7qfuJ/tUBqwMBBD0DegJyAj0DhgTXBXMGCAdeBx0GVwSMA0cEtwWDBgYGnQSBAoUAFwAxARQCMwLqAGn+VfzI++L8zf2e/SH9Pvwc+7b6wPuW/QT+QP0p/Sv+Jf9k/9L/FwBoAe8C3wLdASkB5QE9A4YE3gVUBjoFRQPXAi4DkwPpAxgEBgOMAPb+ZP/Z/yX/Uv5S/nf9qfvO+sD7D/xq+0v7Y/sU+1j6YPq2+tb6avtt/IT8sftD+//70vxI/cX9Sv46/jj9q/yG/YH+5P3S/Mv86vz/+5H7//uC+zn6N/lj+LL4W/ucAMwHmhD+DC3/5ve4/ogPORkVF4MNdAOw/tIDZg5FFGoTQgxsA2T/JwDhBgELVgfGAXT/oP5X/QX7xPlb+2X80vxN/Mf3rvNl8kP0g/iE/Dj9y/lA81nwTfWM/NMAtABQ/Xj6J/nW+vH/jgQtBuwEHAK0AAQCpQQIB/MHzAf7BxgHxQSzA7UEiwbjB6QHDQbpAyEBo/+cAIkC0gPXAkz/wPs5+lv7rv3P/hv+bfzj+TT4ovif+gn97/55/j78vvo0++z9DwCmAcgCgQL0ASEB8gCZAhMFFQavBToFhgSEA2wDtwVuB0QG0gNyAvQB5QEcAkMCfwFF/wz+vf3L/D78q/yr/GP7WPqf+qf6tPlu+XD6JPv1+q76zvq++pf6gvvS/ED96vyM/Eb8Vfz6/AT+cf5I/ZT8Lvwm/C786vyU/FP7Bftm+SX4Mvey+Hz8aAEFCVYRqwrA+2H3LgNNFGUbShY7DHwDwv9MBgoS/hZvFUIMlwFf/YwAqQmrDUcHTgAE/gf89foS+q76u/zA+yL60fiR9HXy4vKZ9C34cvsc+yL35vD77xP3/P3LAAcAdPzE+eH47/taAm4HrAfsBGgBVgBNA4UHyAkeCsYI0wdcBn4EWQXTB7YIKgiDBqUE1wLjAEYAlwGwAsgC6gDq/Cn66/ly+3f95P2c/ID6qPd+9nv4O/sR/Qn96vzy/Mb6UfqW/eUBBgOhAjMChwGMAJcB/gWnCJIGGAQ4BHUH+wegBXkFAAcGBt8CUgIgBHQD4f8G/+MA8f+W/av8Af0e/GD6kfuz/Mb66Pik+Wj6pPk3+b76mfvb+Vb5DPv/+5H7ofvD/Dj9dPxN/DD9nv04/UD9MP2c/Oj7NvyE/LP8S/tY+hD5r/dp98v55P1vAVYHaQ/FC7D+ffmrA4kT5hkTFroNxwUhAeYFwRCwFiAV1wyRAkD96f+fCP4MjQcAAKv8Ufo/+ev5evtV/PP5UfeW9nn0IfOm88j0xfaF+RL6r/fq8vjxUfdn/ScApACB/qn7MfrL/P8CSQgkCWsGwAJvAfEDUQgpC2cLsQmdB6gFhgQVBngIvggQB/sEPQP8AbsAFwDLABkBnADv/vf72/le+Tn6mfs+/Jn7GvqQ9272BfjO+rv86vzA+2P7dPz8/VT/0wBDArgC9wJ0AwEE4gPcBDcHEgjMB+MHIggvBwYGdQc5CB8H1ATAAmABOQErAlgBsP4R/Qn97/sa+hT76vzA+9H42fin+mD6+PjL+ST7WPpO+Un6kfs7+876Vfw4/bP86vz8/Qz+SP2O/bD+oP6W/Xf9nv0Z/T78Nvxt/KH70/mi+K/37ve5+K763f2pAkoMsRCoBZf6+vxYCxUX1BiZEzsMTQPyAHIJkROLF2oTpAc6/jb8uAKUCk0KZAOw/nD6cffu9+P54PuP+iL3X/ZF9X/zd/NY8yP0WfdJ+oD6C/cZ87D0ffkM/s0BuAJWAMP8ofuL//4FVQrLCvsHkwOpAr8FYwn0CxMMDwoYBzgEIARcBk4HXAb0BPcCjwHx/3H+K/4j/vT9BP5t/EH6mviQ9xX4tPkM+4r74/mY9zL3ovj9+rX9qP46/o79sP7yAMYB9AG6A8EGIghrBtwEQgXJBm4HhwjYCT4KpwiIBb0EBgZUBgsF/wL0AcMAUv4h/TD9Ef0P/P36Qfqk+eH4P/n6+QL6Sfq2+p/6Avrr+RT7B/wm/Hz8If0B/WX8hPzd/UX/TP81/wb/cf7V/eT9mP7n/hv+MP10/Gr7tvqn+uX6pPkd+F/2P/bM9ov4Z/1dAzMMcxD4Bhf8QP3QCTIWihqQFmkP7gWPAfMHAhJ7F5YVwwptAKP8FwCqBp0H0AJ7/+36nfZ09Qn2efeA99L1X/bC9WfzwfFh8A3xEPYs+yn91voQ9jX1Jfgp/ZsDZgcdBkMCZP9WAJAFAQsYDjUN/QhUBmQGvAf3CW8L0wreCLcFkwNdA2ICpgF/AdMAHwB5/nL7L/nP9wX4Evrd+jn6ovjp9aj0GPbR+Nj74vzI+8b6MfpD+4H+OQGhAhYDWgJNA9cFGAdOB24HJAl1CmMJHAkXCoAISgXUBIUHjwhSBQQCvgHNAbsAk/+b/x3/TfxW+Wb5FPtL+9v5+PhO+Vb5L/k5+pn77/u5+3z8nv0z/lL+5/5F/+f+Lf91AMsAm//H/mT/uv+D/5v/+f8W/zj9//s+/Kv8bfxb+0H6VvnB+Dz4Dfhh98z2RfWP82fzBvUL95n7KwKoDMoUVA27AB3/ign2FqseiR0QGMoNmAX7B58POhbJF1kPOAT0/dX9GQFtAJT8ivsI+f/0rPK38ADvt+2J7YLxLfUt9dvyc+4R7O3wAPnK/xQCo/+7/Nj7/P2WBNULnQ6DDXwKSQiCCUoMlQ5hD9INagymC1MJhQfPBWwDQwIUAuUBMQFA/Yv4yvWw9F/2i/hz+I72d/M08RfygfS39yn6OfrT+VH6U/vF/T4A5QGEA70E7gWVBwIIEggiCIAI8AlqDF8Osg2xCf4FGwW/BUcHSwnbB0MCJvyu+tL8Z/33+2P7p/pM+Dj2r/eZ+4z8OfrT+XL74vxn/dX97/41/0z/6gBaAokCMwKXAVgB5QHAAmcEugNgATYAm/97/6P/uP64/jj9HPtw+jH6rvr6+dH4/veg96/3Mvc69yL33Pbs9ir3qPfP9wP3X/b39Bb1lvaV+aj+7gULD8Ea6BoiDzcHAQtaFmkgvCJ5IG4YPQ1YCJ8IIQsYDvIKTQNG/Fz4WfdQ82/sqeq17BDvp/D47l3rLOcg5VDpivFW+b39nPxz+KD3s/zxA7EJ/gyGDiIPjg77DtEQFxG5EGMQ3g8fEbEQLQ37B9UBXP+FAMMAjACu/cf36vJe71bvF/Ly8qTyD/Kn8Fvx6vL88/n13vdo+on+hwGMA9QEVwTUBH0HEQulDjwQ8w4lDTgLFwrTCikLRgreCNcFBgMzApcBNgD6/Jz56Phz+P73VPju9zj2WvSR9Nb3Cvr6+Yf6D/wE/jYARQNEBvMHxAdOB6QHtgiKCRwJ2weaBs8FzATnAmgB2f9p/in9bfx8/MD7YPon+RX4/vcF+LL4yfhE+Oj4+Pgv+aT5Mfrd+mP7//sR/c39M/7k/ab9Z/29/Sv+wP5p/mf9Pvxy+4D6F/n+9zz4X/Z593j6PgAsCaYVJh55FjMMTQrVC4cScBnBGtYZthLsC30HngHp/9f+ufuP+qf6a/ij9V7vZehj56ToG+0f8lr0T/bS9TP0wPTc9v/7DAKDBhQJxQsODagMBAwTDM8MOg8iD7kQHRABDhwJdQdSAkz/bP/o+3/9yPuk+TL3lPIc8Wjwye4Z8wb18fXP9zL3g/hg+oL7Ov5WAP8CyQa2CJkJDAwMDOgJUwm5CZ4LiQzyCg8KpAfFBEMCm/8E/gn92PsF+1T4Ffhp91f2KvfH90r3RPhG+af68/l8A7sANf+GBJkCsganCLUEcgmmC7YL8gq2CDAL/AvuBTMCegIzAmL+avux+2X82/mt9mf2MveI9wP3z/cI+f36j/oM/rv8Vfyb/7391f3x/+H/nADZ//n/qv9k/0X/TP/H/s/+/v6u/dD7ofvO+i/55vcV+FT4affM9n72ZPWW89Py4vIc9Pv25P0GBucTZiI7JK4c5BUbFq8ZOhbNFZYVPxhXFUUU7AvNAc/34e5i6nTr8e6I8Mrriue86CTqqucT5h3nu+uu82X85wIIB1EINAlGCsULIg9JEs4SuxQAGJ8ZyRdJEvwL8Ab/AkAB4f9f/d36NPhc9eryrO9A7KbpMeni6xLwKfOT9aj3tPkX/In+hQCpAscFigkeDUwQKRJQEnMQlQ5cDUoMuwrOCKoGMgVFAykBhv1z+On1sPSk8sHx8PFO8hnz1fOR9CD2mPcx+uz9UAEYBIMGvghdCuQL7wxsDQ4NXA3ZDcAMbQpYCOkG1ATlAZv/Fv+J/rv8cPof+Uz43PY99Sb1OPa397n4Evqx+1/9G/64/t/+NgA2AOcCMwKjAz0DFgN6AocB+f9k/yP+/P0Z/X/9Gf0p/VX89foC+tH4qPd29ij2X/aW9jj2Ovfm9+b3oPdR94j3uvUt+Kr4bvll/FoCBAzzGBMnzCl3JqggDh71GYIThg6ZDOIKCggxCKAFTP849q3sfuXt34XeqeCg497mV+yS8cD0zPaA9xX46/nd/SAE4gqqEGkWNBqaGuMYzRXjEfENfApRCFYHZAYjBTUD8f+5+7P1IO/36u3poer562zuB/La9Qv30fjv+8P8w/z0/csAiAVNCrINPBCFEaQRYxDxDQkLhwjXBboDyAJqAn8Byv9f/b76r/eR9H3ykvFr8WXyK/TU9pz5wPtQ/Wn+TP9tAIcBwAL7BHAI5AuLDbcPcxBhDxMMFAmLBgEEagLTAIP/5/64/vr8vvon+Q345Paj9Rj2e/gF+zj9VgCwAigEugNqAo8B0wA+AAAAhQCXAYECgQJLAgQCKQE9/4b90vyz/HT8w/yy/8D+vvp6+yH98vz9+u73i/jO+u36OfpT+3n+Qv5b+0H6gvtt/Az7GvpL+5T8y/zi/NX9b/3t+hD5EPka+nr7Yv4JBBMPHxtcIVQhwh6kG4kWQg+ACPEDXQAj/pP/7QFoARP+IvpX9qHxCezD6GXonOgz6hDvZ/Zf/WgB3wLiA08EXwSGBL0EEwVrBjsJgQxZDywQkA+yDT4KRAZiAsD+qfuk+dn4Vvk5+iT7mfsc+5X5Ffgy95b2jvYq98H4NPtS/p4B8QMqBa8FxwWIBQMF0gPvAqEC3wJsA+kDQAQYBKsDqQJ/AS4Az/6W/eL8Tfw2/Lv8lv2B/gb/Fv8d/x3/Lf81/+/+uP7X/h3/yv9OALQAaAFLArgC9wK4AjsCHAIUAp4BGQGkAHUAKQHNAQQChwERARkBCgFlAIv/wP64/s/+5/5U/zYA4wApAfoAlADyAF0AjAChAsP8FPTt+kQGswOP+j78twXtCAoBovjq/LoDMQHA/pv/zvo0+2IC0AL3+x/5OP3bAMr/LPvr+QH9Uv7q/DD94vyE/LX9x/4E/u/7LPvg+8P8Vfw7+5H7Lvzv+yb8o/y1/QIBHQYwC2QNFg0eDdwOeA+JDNsHnQSbAwEEbwT5A3wDowNHBH4EJgMKAQb/6vwK+sX26fVC93v4e/hc+PP50vzf/qD+y/xy+zT7ofvQ+6n7ofvL/N/+MQHQAtoDfgTFBHYEugMWA3ICjwHTAAIB1QFaAu8CCQStBAEE9wJDAvQB2wDf/jD9s/ww/ez9Sv5S/qD+XP8HAAcAFv/8/RH9q/yM/Iz80vx//ZH+qv/TAIcB/AEcAuUBSAG7AHUA4wCHAfwBMwKpAsIDtQTkBI4EdANLAu0BngHqANL/sP7v/vH/XQAXAKr/+f9WACcAwv+D/3v/Dv9K/lL+qP7H/qj+uP7+/tf+wP4l/0X/1/4b/iv+5/41/xb/7/4l/0X/VP9M//7+Sv7k/Rv+af46/r391f0T/vT9Z/0p/TD96vw+/Ln7sfvY++D7qfuC+2P7Q/ss+wX7vvqn+gX7TfxU/xEE2AliDDUNQg8XEUESJRDiCqQH9gWtBFcE5wIzAnQDTwSdBPkDsAL8AS4ALvwt+Gf2P/YY9g71HPTa9cT5RvyO/SH9jPxf/UD9hPy5+8b65foX/K79TgB6AvkDUgVEBjcH0wcIB9wEPQNLAgwCvgFIAa4B0AJsA4wDswOrA3QDDAKb/8390vw+/Kn7xvqP+qH7Gf1x/jX/Lf8d/xb/sP4r/p794vx8/Lv8tf0t/1YAKQHtAbACbAOTA+8COwLlATkBrACkADkB/AF6AsACNQNHBHYEOARFA8YBjAAAAGT//v7d/W/9Wv4t/7r/yv/p/x8A2f9M/zX/Jf/P/kL+Sv4d/+n/jADDACEBSAHjAJQAJwCq/+/+G/4M/mL+qP7n/jX/VP+L/0z/e/81/4n+xf1X/W/9pv2O/ab93f0r/lr+Ov4z/t39Kf2c/Cb89/ux+4L7mfvA+9D7Jvw+/A/8sfs7+3L7mfsH/Hn+BAJ9B8sKrgv7DnURzhIaEsINfArtCOYFEQR6AoUAaAEcAiMCWgIUAvwBDAJ7/6H7VvkN+PP2RfUC8/ryKPZE+AL6yPvL/Mf+2f9U/6r/5/5n/UD9y/yO/aP/wwAcAqMDoAXMB+UI4wfwBlwGMgVkA38BRgBtAHUAwv8AAAoBIwKZAhQCEQG7AKr/ef7q/PX6Kfo5+lj6Q/se/CH9gf5U/w8A6gARAWUAi//X/tf+Bv+B/nH+dP/bAOUBegIeA2cEcQUyBX4EqwMGAxYDOwJQAcsApAARAY8BSAECAQoB+gDyACcAPf+g/hv+BP4b/gz+kf4t/7L/RgBtAIwAXQDZ/2z/Dv9i/vz9E/5x/tf+Fv9M/9n/bQBlAAAAqv9U//7+if46/gT+nv2m/Rv+Yv6o/pH+kf6w/mn+/P1v/er8fPwm/ND74PvI+9D79/s2/C784Pup+4r7O/un+nD6tvo7+1/9MQFzBtoKagyYD58SjBR8FKIQcQwHCvAGygNvAc/+e/8XAAcAnAARAe0BOwL6AL39FPt9+VT4IPZg8xfy3fPx9YD34/kH/Gn+PgDLAMYBQwIxAar/Uv7s/f7+ZP+y//IAoQIqBU4H8wcSCEkI8wdcBhgEBALjAAcAYv76/DD9Wv66/0YAPgDjAEABwwAAAJH+UP3/+5/6IvqP+t362PvS/CP+BwB3AUMCQwIjAgwCKwICAQAAVP8t/2T/wv82ACkB1wIwBL0E5ATFBCMF9AR0A0MCywCq/1T/3/6B/lL+cf5F/w8ANgCFAMsAtAB1ABcA0v+b/1T/Dv9M/5v/sv+y/8L/BwDx/2z/Lf9M/+f+z/5x/pH+Jf8d/x3/k//K/4P/7/7f/v7+af7N/Zb9SP1A/Xf9pv2G/Xf9zf1S/vz9q/zY+2r7zvqV+bL44fj4+Nn48Pi8+XD6Evox+r76W/uU/IP/QgUTDxAYChz3HYQeqCC8IpMewBOrCvkD9/uH83Htvums6DnpSOwQ7y7y3PYp+hX4yvU/9tz2vfYY9vP2BfsRAX0Hdg4uFAgYYxo5GQ4XmxTkDqIGwP7o+Gf2JvUp823y3fN29j/54/no+Dz4kPfa9VL07fMe9Tz4kfuT/8wEfAqYD3oTjBTnE9MRGA7/CWkF6gAR/bT5x/c0+Jz5l/rW+mj6rvos+1j6NPgQ9vf02vW397T50vwKARMFSwliDG4OcQ+lDlIMPgoCCGEFFgP6ALr/g//X/rj+oP6u/bv8FPsv+QX48/a99q/3i/iH+p79IQG1BH0HqQmeC2IMagwwCzkIfgRIASP+U/tO+Zj38/b79i348/lj+2X8jv2B/pP/PgA+AEYAVgAnAPH/Nf+g/iv+QP2j/Cb8ufuZ+5H77/tV/E38bfyr/MP8o/zv+7b6pPkA+R34Mvf79mf2uvX59bX2e/hT+/n/YAgjFnIkkisRMI0zVDLYLhclehOzA/H1F+gY3mvWidIy1f/ZEt+N5U/sf/N9+e/7bfxa/ikBkAXqChoP+RQRHHshKSZsKNIlIiCJFpwKbQDa9WLqguCo2THYtdvt33TkWupb8bL4cf5gAWwDFQYSCAcKOwzrDjsTNReIGS4bHxvEGKMU0g1hBer8Z/P36srkZeH/4DjiyuSu6a/w7vcz/isCEwU5CPIKSgzXDAYNug1pD6oQLxFWETQQ2Q1NCjIFsv+V+Rnzie226T7ovunx66zvk/Wp+2gBgwYPCu8MrQ5XDi0NXwtjCVgIGAcGBtQEbAORAtUBTgDd/VP7rPlz+L/3FfiL+KT5kfum/eH/dwEMAiMCHALdASkBHwBF/7D+mP7H/iX/k//p/zYAFwCT/6D+f/2c/Oj7cvtL+3r70PvL/H/9BP7s/er8D/wc+xr60fiY9/P2G/fH9+H4tPmX+lv76Pvo+/X6YPox+v36Fv+dB9UVYyQ+LB0yyzYmNhUyXybGEowAle+V3hvSZMkPxo7KkNIw2yLmB/K7/O4F0wq2C7AMsg3kDjcR3RK9FRwagR32ILQiUSAVGpAPsAIL94Trh99R1Y/Oy82D06Xbm+SF70v7VAZZD5sUFRelGOEXtRU7Ew8RTBBMELcPUQ9mDq4LhQeeAcb6YPMm6yvjwd2923PdpOF75yfvrPlABKsNqxSNGKEa8BrjGH4V9g8MDNsHjgQjAsMAXP9v/Tv7kvjC9azy+O7q63TrZ+wY767zAPkXADkI8w5lFDcYAxkYGJ4VohCkCukDDP68+Yb2Q/Qx83/zVfVR9y/5O/uu/Q8ABAKbAzoFtwWIBTIFtQR0A3cBFv8Z/Wr7SfqF+Vb5pPm++nz8uP6cAPwBmQIGA8AC/AFlAHn+o/wF++P5Vvkv+U75+vnO+nL7qfuC+2r7Q/uu+in6xPms+Vb5VvlW+Ub58Ph7+O73LfgC+hv+3gUeFGMk3S0SNMg4OzifNIgqeRYzAmHwdd7D0DjHBsJDxdPNNtdK46fwhPyFBzIPjREME/8T5xNXFZAWgxftGawbIx0mHssbxRXsC/7+VfJj57/cbNMIzYDL8tDx2irmpPJk/zgL/BUcHSog9iAoHw8bmBbLEeENUAuHCB0GdgQUArD++vkj9IPuOel541HfJ96x4Gnm1+0o9gcAnAqMFDkcQiA0IaUfnBvcFUkPEgh/AdD7afcO9SP0MfOE8g/y0PHY8YrxxvAc8VDzIvfg+80BQQiODlcVSxp3HI8cpxl0FD8OgwYb/j/2++8w7JHquOqe7GHwBvXr+aj+9wL4BpkJGQvPDC0NBAy5CaIGygO0AIz8Rvk/9jv0h/Pd84T13veX+mn+5QHUBCcHxAdmB+4FPQM+ANr8hfns9nT1LfWr9RP3wfgc+yn9Sv6w/pH+vf2U/Ev7OfoA+Zj33Pa99rX2Z/Zu9r32VPi7/JsDrw+DIQQuIjQ4OhM7jzdAMCYepAcG9VDi3NERx/G/OMB5yJDSN97k7PP5rwXmD2UUcRb4F/YWcxcSGVkZihrbG30bwxtTGrMUbwvP/g3xbuV+25jSksyOyofO1diV5RHzAgFkDZUYFSHIJEYlQSMmHk8YfxLfDL4IMgXVAZv/f/0x+hD2zvCz67nnx+OZ4OXfjuK86JLxtvpABJ0OCBh2H6cj/SMtIeIbVRSZDMwEd/0i9/DxL++T7vHuZu8S8Lfw+PFQ8zv0m/Xh+PL8ngH7B2QN1RKdGIwbjxxlG3EWvw9gCFYAY/jO8C7rXugn6ATqz+3L8mv45P0uA4cIBAzZDcwO+Q2wDHUK2QYmA1z/cvvJ+Dj2UvS280r0+fVc+PX6af5oARgEVAZmBzcHmAUmA04AMP36+QP3LfWo9KP1SvcQ+VP7pv01/1YAfQDK/0L+F/xJ+mv4nfbK9d/0M/Tn9O/0PfXs9qT51f2yBo4V/Cb4Ms840TxrPIc30yyVGL4BRO5f2x3MXMKPvTjAwskS1aThUfCW/fUIORITFqoXvBhWGGgZjBueHO8dRR78HNMblRixEAsFrfYf6Mfc+dMvzcLJ88oL0sTeee0X/LEJOBVsHlMkMCb3JGMhuxuWFTQQWAu0B2cEMQFi/gX7T/aI8ILqX+Xi4VjfN9474CLmXu9w+ioF5A4vGHYfHCRNJZUiHB1+FQYNGwWR/nP4j/MD8GTuZO4I70fvbu+V72Hw+PFK9CX4Cf3fAqkJNBBKFv8a3x1NHhEccRaGDq8FV/3K9SfvK+qq5wjoeurR7lL0CvoG/8AC7gXlCBkL9gzSDXwNDg1/C0EIhgQ+AGP7zPaE8gPwT+8S8JzyZ/Zq+4UAnQQqCF0KlAocCbcFngFn/V75KPY79HfzO/RP9uj4yPsb/nv/0v8t/739Nvwx+kz4Mvdu9iD2bvat9qX2IveY91z4Bfvp/1EIfhixK+g1kDuRP687WzU/KcsRcPoV53PTyMU1v+q8+MJiz+La0ed29p4BxQskE2UUdxUjFjoWlxmBHQsg6yLzIr8gFh7JF3kMYv4y7Vzd/tK/yxvITcmXzpHZ0+i/968F8hGCGkIgfSLuIHQePhv+FqETqhDZDewLSwkyBQIBn/rw8TnpNuHF28jZodkb3Lbiluw3+QYGghAqGVcfRiJ9Itwfiho9FHwNwQblAVL+FPuS+OL1d/Nr8Zvuo+uX6aTo1emB7WXyyfgrAqYL4BOUG24fOiCWH7sbERX+DKsDofuL9TzxNe697IHtJ++a8aj03ve2+tX9bwGIBe0ISgxHDo4OAQ7FC9sHsAJ3/Zr4uPTw8bfwFfG286D3ofvS/8gC5AT2BeYFfgQrAov/hPyP+pz5H/kI+Tf5nPlo+sb6zvqA+hL6y/lW+fD4yfh7+FT44fgQ+ej42fgq9zD2tfaS+Ib9NwebF/os8zrDQABEoT9ONmwomhDF9sXiXdDZwom+AcD8xzTWw+Fl63721/5CBfAJTQrTCukNChKIGXUivCnnLtovayt6JA0a6gof+eTlItWYy47H1cdWzVPWjuJw8OD75ATADH0RyBMeFCQT0BPHFrcZrhzCHnweORw9F8QOpQSy+A7rtN4c1jPSqtMC2PvenOj081T/rwgDD+0SKBVfFXwUghO2EjMT2BN6E58SexBaDHsGJf9n9rDtfuUp36jcut0Z4hrpXfJd/EwGGg8wFbwYaBn4F6YVFBMNEKAMigl9BzoFagIG/936rfZO8h3uZevI6m/s1O899av8QAT6ClQQWhNLE4IQrguABeH/FPuA95v1TfVX9kz4ePpd/CH9X/1I/dL82vxf/Rv+Jf8nAPIAjwFQAS4ASv4H/LT5kPfS9R71dPWW9hX4Vvmf+kv7U/vG+gr6J/mo9472uvXv9HT1i/gr/n0HxxaKK9473EHnQhc9iDGAI3gPRPhC5t3Yvs54y1jO69TM3s7m1eni62zuHPEG9cH4pv2IBfYPHB0yKho0VTndN+ovoSQlF50HTPj16dPe79ly2RjbCt+44y/o0usT7TrtIO8h87L4bP/BBlsQhBttJR8sWi6aK8AkFxtpDzgE0/mP8BTqiOY65g/otunY6sPrSOx37J7smO0k8Vn3Nf9WB/0PLxhuH9YjFCSoIEsaSRLwCVICufvF9ljzkvHB8QrzBPTV8wrz6PGC8bHxZ/My94z8cgKPCIYO3RIoFYYVZRTZEJYL5gX0AXT/X/2K+876D/w4/Sn9SP0e/OP5v/eG9q32afdu+Ub8ZP8jAtIDnQQYBNcCywCY/pz8LPv1+j78rv2w/nv/yv/p/3T/Uv4B/bH7p/r6+dP5CvoK+qT5VvmD+Ij3dvYt9bj0LfXC9dz2c/jE+Wj6HPuC+0b8kf4WA5YLrxk+LLo5Tj2YO8Y0ECknG9gJFfge65bi7tza2qLd1eJT5y/owuSC4DHfpOHH5iPtxfYWAwARtR8sKxsxHTKXLe8kNhvrEZIJXQMO/wf8MfoV+KH0EvBy6mTk0d1A2DbXKNsz43Ht3veuAX8L/xMyGbkavhlsFzAVsRP1EiQTmRN6E5QRLQ3RBt/+MPYG7kTnQOI74BfhAeUu66nxpfZJ+iH9sv+2ATUDOgVBCHEMZRGtFX4YpxmdGK0V4xG4DFwGpAB0/F758/Z89Sb1HvW49GDzB/I08Xrxu/Js9Wb55P3lAc8F2AnADD8OzA7EDj8OZA0ZCwoIvQQzAmT/Pvx1+XH34vX39Nf0LfXa9ez2g/ga+pH7s/xv/TP+z/72/t/+sP7n/mz/BwA+ADYA6f+j/0X/kf6e/Qn9fPw+/E382PsM+xL66PjH9272s/WE9Vz1TfWT9XT18fVc+FX83QGKCXcVriNqLtwwYC0zJz8fPRfUDroGKQHk/bH7Cvo0+D/2J/Kh6urhV9u+2EDb4OCq5yDv1vcXAJIGuwpaDIkMngueC8oNFxE4FRoZ2BosGj0X+hEhC9IDf/0N+M3zgvHQ8UjzqPSB9ITy4+8G7jLtoO0g75TymPd//dcChQecCjsMSgymC3IJrwjYCUgLDAxiDNINYgxqCTUGTQPn/lj6kPed9p32gPd7+AD52fiq+P738/ZP9hv3+PgH/LL/NQNEBjkI/QjlCNsHHwfpBgAHyQaaBroG0QZMBtwEmQKFAHn+6vzY+3L7Hvwp/fz9Qv7N/cv8ivuA+lH6Ufq2+uj7V/2g/kz/k/+y/3T/Dv+w/vb+m/8XAFYA+gA5AZwAAABF/5j+1f3N/RP+Sv5C/rD+Fv9x/sX9cf4M/mf9Qv41/7j+cf5s/w8ANf/A/t/+Qv69/d39b/27/MP8Cf3a/Cb8ufva/PT9k//XAj8HywpSDKYL0AmkBwYGDQYGBg0G1wX+BckGAAc8BkAE3QEt/0D96vye/Yn+Pf9k/0z/oP6W/dr8yPu++nD6DPt0/Az+Nf/S/+n/o/8t/6j+xf1X/Wn+Fv9OAAoBhwGeAUABpAD5/0X/3/7f/lT/DwDyAGgBhwE5AbQAJwC6/3T/i//x/0YA6gCPAaYBpgE5AcsARgDx/9n/HwBdAKQA4wACAdMAnAAHAJP/TP8d/zX/TP+q/+H/DwAuAEYARgAfAAAA2f/p/w8AVgCsAOMAuwC0AKQAZQA2AC4AHwAnAD4AVgBWAE4APgAuAC4A+f/p//H/6f8AAC4ALgAuACcA2f/C/7L/sv+y/7r/sv+y/6r/sv+j/6r/i/9c/1T/XP9M/1z/e/9s/3T/XP9M/z3/Nf9M/1z/e/+T/6r/o/+q/7L/sv+6/7r/wv+y/8L/wv+y/8L/sv+q/6r/i/9k/1T/VP81/yX/Lf89/y3/TP97/8L/DwBtAKwAlACMAIUAbQCUAMsAGQFQAW8BdwGmAa4BpgF/AYcBngGmAa4BxgHNAbYBlwF3AUABIQH6APIA6gDbAPoAywCsAG0ADwDh/8r/k/+T/5P/i/+L/5P/Rf8d//7+3/6o/rD+uP64/sf+1/7H/sD+sP6g/qj+sP64/vb+Hf9F/3T/dP97/3T/i/+j/7L/6f8uAEYAdQCMAIUAlACcAIwAjACsALQA6gD6ABEBIQEKAfoAywDLANsA0wD6ADEBIQEpAREB2wC7AKwApACkAKwAtACsAKQAnABlAD4AJwAXAAAABwAAAPn/+f/K/7r/qv97/3T/e/90/3T/e/9k/1z/bP9c/zX/Nf81/z3/VP9c/0z/XP9M/1T/VP9U/2z/dP+L/6P/sv+6/7L/uv/K/9L/uv/S//H/BwAnAA8ABwAPAAcABwAAAA8A8f/x//H/0v+6/8r/uv+y/6r/sv+j/5P/i/9s/2T/bP89/1T/dP+j/+H/LgBOAE4ARgBGAC4APgBOAFYApADLABkBMQExASkBGQEZASkBKQE5ASkBQAFoAVABKQHyALsAtAC7ALQAuwCkAKQAhQBdAE4ABwDK/8L/wv/Z/9L/wv+y/5P/dP9c/z3/Lf81/z3/Jf81/zX/Hf/+/gb/Fv8t/y3/Nf81/z3/XP90/1z/ZP90/5P/sv/S//n/AAAXAC4ALgAuADYAPgBGAG0AjACsAIUAlACFAIwAlACUAJwArACkAKwAnACMAIwAdQBtAH0AjABlAH0AZQBlAF0ATgAuAC4ANgAuAC4ANgAnADYAHwAAABcAAAAfAOn/AAAuAAcAAADx/+H/0v/K/8r/2f/K/7r/2f/S/9L/qv+y/6r/sv+y/7L/sv+q/8L/uv+q/7L/qv+y/7L/yv/Z/7r/sv/K/8r/wv/S/+H/0v/p/+H/+f/5/+H/6f/Z//n/8f/5/+H/8f/x/+n/+f/5/+n/8f/h/9L/yv/h/9L/0v/S/9L/wv+q/7L/sv+6/7L/uv+y/6r/sv+6/7L/uv+y/8L/yv/K/+H/8f8XAC4ALgAuAE4ARgB1AIUAfQCkAJwApAC0ALsArADDAMMA2wDTANMA2wDjAMsAwwC0ALQApACUAIUAdQB9AGUATgA2AC4ALgAXAOH/2f/S/7L/qv+y/5v/o/+D/1z/VP97/4P/dP9s/2z/dP9k/2T/dP90/3v/k/+b/5v/sv+y/6r/uv+y/8r/0v/h//n/JwA2AC4ANgAnADYAPgBGAFYAZQB9AIUAfQCMAG0ATgB9AH0AfQCFAH0AhQB1AGUAdQBGAD4AVgBlAF0AbQCFAF0AJwAuAC4ATgA+AE4ALgAuADYATgA2AAcA2f9GAIUA2wA1A2UKUQgb/lv7Nf+EA+MA9fq0+UD9FALVAU38jflA/d0BMQFf/dj7vf3v/iX/mP4B/bX9FwARAUYALf+j/90BoQKHAc/+X/05AW8ExQSW/WP7jwGABT4ASv64/qP/qQKhAkb8Fv93AdL/fQBc/+z9AgHdAbX9X/2HAbgC2vxf/aECZAM4/bn7IwIuA8X9oP4hAar/z/4WAxEBePq4/iUGdQDQ+z3/EQGFADEBlADF/df+jwEmA479x/7IAqr/5/5M//cCkQJX/df+sv8KASMCDAI1/739Ov6IBX8BHPsT/p0EnQSN+an7EQQOA1ABqv9e+Vr+yAJHB+T9aPpS/ksChAPtAVf97PbNAUgLMQH08zv7iwZyCVT/M/SN+QAHyAz2/lXyPPgXCtMKcf6s+dz25gXpBj3/2fg5+jsJdgQI+Ub55ASMCqH70fgnAOUBbAOrA/r8Q/sd/yAEQgUJ/e73f/0JC7oDP/Z8/I4EDAIcAiYDlflM+CcH2gMp/ZwAOwJf/Zz5mP4UCRwCjPxN/AH99wIIBy78Z/2b/4ECe//n/g8AUgLC/1L+qP4PAKMDlwHx/0H6Lvz/AgIIpABM+NP5IwXsBA4Dl/rM9hsFYwkZAa/3Gf1fBGABHAIt/0z/KwKUAFj6xgGSBvED2Pv4+A8AcAgoBFH6LvzxA7cFwP7j+ZQA5gWvBQX4ifQHCoYOk/858GH3eQymCxn9qPT79tsHUgxS/nz1MQHZ/5cBrgG1/aQAkQIE/h78pACpApgFI/499SH9dwu0ACb1ygOYBfz93fqx++cMrgG78tH4twW8DsT5yvWsALgCcgIUAuz9TP8+/PH/jACiBl8Elvb9+uoAIwUzAkYAgvt6+5sDXQMd/7r/tAAd/+T9oQLQAnz8ef5p/uUBfwFLApb90wCJ/rT5vQRqAsj7NvwE/m4HAAAH/Lv8EQGPAY8BJwC6/6r/m//t+vT9lguXAUT4tPmtBHQDIQGJ/q76NgDaA3UA7/5WAF/9Bv8/B0gBY/vAAjgLOwKc+dUBLAkwBDD9n/r6ANsH/gUCAeP59fpDAlkFMQGi+MD7EQTPBeL80fjA/tsABv9G/FgBiQJgAQT+y/w6/jsCawYz/qn7XP9fBEQGLvzA+wEECgG9/R3/4wAjBcYB9fpv/RQCFgMCAdj76f/UBHIC2vw4/YP/SAHK/1gBsAJb+x/5owN5BbYByvVK/koF/v50/PEDpQQs+6P8XP8W/8oDwgOT/9H4OP0ABxv+X/0BBIkCqvjI+00D2f+TA9X9/P1d/HL7ZgfFBGP4+vlDAtoDmP4E/t39IQErAh8Af/1W+UQGKgVS/hD5w/yWBNoDz/7m93r7twVsA20AMfq39+H/XgfNAcT5y/lv/VUD0AJU/z/59fq7AHICoQI4BBAHhQftAd39iQLQCQcKVQMM/mAB+gquC6wAlfkF+ykBlgTvAov/TP9X/Wr79/vf/pP/Nvwv+eX6fwGGBCcATvm/96n7CgHCA7YB/P3H/pQAjACq/1z/ywDGAen/ef6jA7wH5wKn+qT5UAEtBs8FLf/I+/wBKARvAb39w/xs/3UAdwFIAbsAPgB5/sv8Kf2y/4cB7wLH/mX8dP8UAt0B2f8e/Jf6OwLhBi4Dxf1f/Yv/mQIGA3wDWAEnAAQCYgL6AKYBagIzAmz/z/78AZMDagJk/yz7yPvjAEcEtAAJ/aH7b/3yALsAx/67/Lr/DAJ0/0L+if7jANsAQ/tX/XoCuAKb/7392f/f/kL+dQDZ//wBDAI6/m/9Nf+T/+/+0v8l/zYAIQH2/tL8d/1k/2UAdP9N/NX94wA9/579TP+7/Kb9TgApAbD+kfsP/MX9ef6T/8398vxd/GL+BP73+z78lv2O/ZP/7AQ4C+cM5QirA48BPQOFBwwM1wwBC5IGmwMJBDgE/wJ9AF/91f1gAUUDpAD3+7/3yvVZ98b6SP3s/Yz8rvpm+dP5B/wr/s/+E/61/T4AoQLAAncBg//X/icAGAR7Bt4F+QOeAbsAGQE7AkUDVQM7AmgBUAFvAS4AoP4j/pH+Fv/C/z4AFwAl/+L8U/vY+0r+bQA2AN/+BP4O/8L/g//f/s/+JwAZAY8BxgFoAQIBOQF3AeMAKwI6Bd4FXQMKAYUAMwKEA0cE9wJgAX8BBAIZAUz/Yv7v/sD+K/55/h3/Fv+u/Yz8Vfym/cL/dQB7/xP+Ov4t/5v/g/+D/ycA6gCq/579/v5QAWUAI/53/ZP/OQG2Ae/+b/3X/pwAJf/N/eT9g/8RAdL/XfxD+1D9PgDS/7P8DPuo/lABwP7Y+6v8XP8uAKj+xf2m/SX/XQDv/r39+vxS/vH/uP7v+5/6D/x//SH9hPzs/UAB1ARYCGUKEQvwCQgHrwV7Bi4KNQ0GDUALbgcoBKECIwIMAgoBjABWAEz/rv1D+9v5Y/hR9+b3pPmK+5n7gPpW+Xv4ovhR+oT8sP7C//H/m/9k/wcAUAGBAiYDmwNnBBsFSgWOBKMDRQMWA3wDIARABKsDMwLDANL/Rf8d/7L/2f81/839lPwu/G38hPxl/Lv8If2W/dX9pv2W/b39Ov4G/8r/hQBQAaYBfwEhARkBtgFSAl0D+wT+BQMFbANLAnoCqwNABMUEQARSAhkBnACFAOH/1/6o/qj+/P2W/ab9tf0Z/Zz8Cf38/Zj+x/4l//7+if5p/uf+4f82APH/uv90//7+wP5s/zYALgAHANn/o/+j/6P/4f/p/5v/Lf+g/oH+mP6Y/hP+hv3N/Vr+Qv4T/s39pv2e/Z79d/3s/bj+9v6Y/nH+kf7P/pH+af7P/v7+G/69/SP+x/7v/n/9bfxN/Hz8nv0b/nv/fwFdA7cFeAhICwcKqga9BEIFtgizCmcLSAsiCI4EpgERAVIC3wIGA80B4f+1/T78Lvyh+wX7j/p4+jv7JPss+/36Ivqk+XX5tvoR/ZH+VP+g/sX9UP0j/h8AngGwAsgCoQJLAgwCSwIGA4QDowNFAz0DdAMmA6kCFAKmARkB0wDqACkB+gAuAAb/M/69/fz9Wv64/qj+DP6W/Vf9UP29/SP+cf64/rD+z/4G/1T/e/+y/9n/JwBtAEgBegI9A9cCHALdAQwCWgLnAqsDqwO4AuUBOQEZAdsApACcAE4Ag//f/tf+9v5x/sX9pv3d/eT97P0r/kL+7P1n/UD93f1p/sf+Fv8l//b+kf7A/jX/2f82AC4ANgA+AFYAVgBtAF0ABwAHAEYAjAB9APH/sv+T/2T/Rf81/5P/2f/K/7L/uv/S/9L/uv/Z/y4ATgB1AJwAlABWAAAA2f/p/+n/0v/h/xcAHwDS/0X/Fv89/zX/Dv/H/vb+Nf9M/4P/FwD6AKYBFAIcAtUBpgG2AeUBIwIjAnoCoQJiAhQC5QG2AX8BQAFYAWABWAECAcsAdQDS/z3/7/4O/x3/Nf8t/w7/z/6B/lL+af7f/mT/wv8PAE4ARgAnAAAAwv+q/5v/i/+L/6r/8f/p/8L/m/+L/2z/dP9s/5v/yv/h/9n/8f/x/9n/8f8HAB8APgBtAHUAnACUAH0AbQBdAF0AdQB1AH0AjACFAGUAXQBdADYATgBGAEYAPgBGACcAJwAuAB8AHwD5/wAA+f/p//H/+f/p/+H/4f/h/8L/yv/Z/9n/2f/Z/8r/yv/K//H/0v/h/9L/6f/x/wAABwAAABcAJwAfACcABwAnADYALgA2ADYALgA2AC4ATgAuADYALgAuAC4ALgA2AC4ALgAuAB8ABwAPAPn/8f8PAAAA6f/Z/+H/2f/Z/9L/0v+y/8r/wv+y/8r/uv+y/8L/sv+y/7r/uv+y/7r/sv/C/9n/6f/h/9n/2f/Z/9L/8f/x/wAADwAfAA8AAAAfABcAJwAuAC4AHwAuACcABwAuACcAFwAHACcAAAAuAA8AFwAXAA8ADwDx/ycAHwD5/wAADwAfABcABwAHAAcABwAPAAcAFwAXAAcAHwAfAAAANgAfAB8AHwAnABcALgAuAC4ALgA2ABcAJwAuAC4ANgAuADYANgAuAC4APgA2AC4ALgA2AC4ALgAuAC4ALgAuACcAHwAfAB8AFwAAACcAHwAfAAAAAAD5/wcA6f/5//H/+f8AAPn/BwDx//H/+f/5/wAABwAAAOn/8f/5//H/+f/x//n/8f8AAAcAHwAXAB8AFwAXABcAHwAXAAcADwD5/wcAFwAfAPH/FwAAAAcADwDx/+n/BwAPAPn/AAD5//H/6f/x//H/8f/5//H/6f/5//H/6f/x/wAA8f/x/wAA+f8HAAAAAAAPAA8AAAAHAAcAAAAuAAAADwAXAAAADwAHAA8ADwAXAAcABwAPAB8ABwAAAB8AHwAHAAcABwAPAA8ABwAPAPn/BwAPAAcAFwAPAB8AJwAHAA8ABwAPAAcAFwAHAPn/HwAnAB8AHwA2ABcALgAnAB8ALgAuACcAHwA2AC4ALgAuAC4ALgAuACcADwAuACcAHwA2APn/4f9GAE4ADwDK/xcATgAPANn/FwA2AC4A8f8PADYAJwAHAPH/DwAnAAAABwAAAC4ADwAAAPn/JwAPAAAABwAAAA8ADwAHAAAABwAPAPn/BwAfAB8AHwAfAB8AHwA2APn/FwAnAA8ADwAHACcAFwAPACcAFwAnAPn/JwAXAA8ABwAXACcABwAPAAAADwAHAC4AAAAHAOn/HwAXAPn/FwAHAPn/DwAPABcAFwAPAB8ABwAfAAcAPgAHAB8ABwAPAB8AHwDx/ycADwAXAA8A6f8HAAcA+f8HAB8AJwAHACcADwAuACcAHwA2AAAAHwAXAAcAAAAPACcAFwD5/xcAFwDx/wcANgAXAAAAAAAPAAcADwAHAA8ADwAXAB8ABwAuAA8A+f8XAAcADwAAAPn/BwAfAAcADwAAAAAAFwAPAA8A+f/x/wAADwAHABcAFwDx/y4AAAAXAAcAHwD5/xcAFwAnAA8ABwAPAAcAFwAfAAAALgAHACcABwAHAB8AJwAPAC4ADwAXABcADwAHAB8AHwAnAAcAHwAXAB8AAAD5/y4ABwAfABcAHwA2AA8ABwAnABcABwAPAB8AFwAfAAcABwAHABcADwAfABcAHwAfABcAFwAnAPH/FwAPAAcADwAHACcADwAnABcADwAuAA8ADwAHAA8AJwAAABcADwAnABcAHwAfAB8ADwAXAA8ADwAPAB8AHwAfAAcABwAXAAcADwAHAA8ABwAPAA8AHwAHAB8AFwAnAAAA+f8AAAAA+f/5/w8ADwAHAB8AFwAfAAAADwAXAC4ABwAHAA8ANgAXAB8AJwAfAPn/JwAPAA8ADwAHAA8ADwAnABcAJwA2AB8AHwAXAAAABwAHACcAAAAnABcADwAnAA8AJwAfAAcABwAXACcADwA+AAcAFwAfAB8AHwAnAAcAFwAnAA8AFwAHACcALgAnAB8ANgAnADYAHwAfACcAHwAfACcAJwA2ACcANgAnABcA+f8fAAAAFwA2AC4ALgAuAC4ALgAuAC4ALgAuAC4ALgAuAC4APgAuADYALgAuAC4ALgAuAC4ANgA+AE4AVgBWAEYARgBGAEYAPgB1AH0AnACkAMsAAgExAUABngGBAk4HsQmpCScH/gWmAWr7A/df9gb1FPTP9579uwDLAEsC7wIPAOD7NPuC+xL6j/rF/ZcBbAPFBAYGdgRiAk4Ak//D/Ib9OP3P/uf+AgGpArYBrADDAIwAoP53/Uz/qv9K/sD+fQCXAYUADAJLAjEBVP+L/3T/Qv61/S4ALgCsAGUADgMCAUYAJwAxAXn+z/4G/ykBI/7C/38BngG0ABkBuALS/4P/ef5GAPz97P1OAIwAFwCcAIECYAFWAC3/PgDf/h3/6f/DALsAywDNATkBlAAt/6D+nv3k/e/+bP8uAEgBHAIjAmAB5QHTAJv//P3k/Vz/pv24/lYASwLTADEBxgEEAlT/Fv/v/j3/tf3f/tsAtADqAHUA1QEAAHUAAACy/+f+z/5lAO/+DwCy//oAg/8PAE4A8gC0AAAAVgDK/4v/Bv+0AJQAbQA+AEABEQHC/2T/Bv+g/sX9sP7h/9sAlwF/Ab4BMQG7AIP/Pf9i/oH+Sv4O/x8AtACXAaYBMQECAQIBqv+4/mL+Sv4r/sf+ZQBAAW8B9AHdAeoAuv8t/2n+tf2W/VL+9v7C/7sAbwHbAPH/DwDh/8D+1/7p/z4ALgA5AQwCKQF9AKQAdQDx/5wAhwFoAREBaAEhAZwARgD5/7D+Qv7P/sf+5/7jAN0BHwBS/gb/uP5I/ef+qQKjA6sDzwVWB4YEfwHP/ib8Mfoa+uX6fPz+/tMAzQHIAukDOwIHABv+hv3o+wf8V/1U/2UA/AE1A+IDjAOJAn0AOv6m/W/9b/2Y/rsASwKZAsID+QOJAowA5/5I/S78fPxX/Zj+JwC2AaECVwQTBXQDQwJ3Af7+Vfwe/NL8ofu5+7j+EQFIAd0BMwLTAO/+K/5v/bP8Cf30/c/+uwCBAnoCBAIjAlABRf+B/uf+M/6e/Zj+RgAKAYcB1QFYAX0Auv/2/on+oP6Y/pj+TP/6AKYBdwFoAUABrAAPAAAA4f90/1z/+f+FAOMAYAFYATEBIQHDAF0APgBWANn/+f/DACkBAgHLAJQA+f+q/6r/qv9k/0X/Nf9k/3v/dP/2/rj+oP6R/rj+Lf+j/8r/4f8uAD4AbQBdABcAAAD5/7r/+f/p/8L/wv/S/6r/0v/h/5v/bP97/2T/ZP+D/6r/e/9F/4P/wv+L/0X/Rf81/z3/Pf9s/2z/Pf9c/7r/uv/p//n/PgAHAC4AfQCcAKQAXQAuAA8AAADZ/5v/Nf9k/7L/2f8XAFYAJwDZ/wcABwCb/1T/k/9s/0z/k//x/9L/2f8AAOH/AADp/9L/g/+j/8r/BwAuAF0AnADDABEBSAE5AZcBQwKJAi4DIAQLBWkFrwX2Be4FQgWOBMoD7wJDAq4BAgGkAFYA4f+T/0z/3/46/sX9lv1X/Rn9If13/b39DP5x/u/+XP+q/6r/AAA2AAAADwAfAE4AjADLADkBhwGXAbYBxgF/AQIBfQDx/2T/x/5i/gz+5P3V/b39zf30/eT9zf3F/a79hv2O/Zb9lv30/TP+cf7H/j3/ZP/K/y4ALgDx//n/o/8G/7D+oP5c/y4A0v/h/xEBVgBi/oH+ef6c/JH7hPwZ/QH9Ef0T/s/+x/5p/vz9rv2r/O36Cvqf+r767fop/XUAuAIyBZcI4Q3LEUYRbRGmEvAQkw2uC2oJJQYeA3cBjwFQAQ7/If3a/Kv8zvo0+Mz2OPYc9BHzmfQo9rX2qPe0+cP8Hf90/y4AlwEzAhQCkQLiA6UEnQSYBbwH/QjOCFgIAgh9B2QGMARqAikBFv+G/Rn9s/wH/Bz79fpq+1P7xvpo+iL62/ki+o/6evtd/Bn9af5tAPQBoQKMAzAExQTcBPQE3AStBE8EEwVcBpIGXAbRBukGPAb+Bb8FwgN/AYwANf/y/Dv7CvrR+Hv4+Pi0+Xj6S/su/Jb9Hf+6/ycAtAAhAVABvgHlAXcBKQEZAeMAlABOAIv/wP6w/on+K/7F/ab9Z/13/bX9rv2W/SH9u/xV/Af8Y/uP+jn6UfqH+t36gvv3+4T8SP06/qj+Fv/X/pj+Pf+4/vT9K/5n/bP8lPx0/NL8f/1C/gAAugP3Ca8P0xGUFCAY2ReeFbgTSQ++CKMD4f+u/cD7P/m/92b5avtb+5/6Kfof+cz2BvVq9DjzH/In8on0g/gu/Gn+GQGlBAgH8weXCDEIwQaYBUoFiAWYBSMFQgWaBgIICggvB94FEQS2AZv/d/3G+i34zPbU9oD3PPiy+MT5LPsm/Nr8OP0h/ZT8hPxn/XH+Jf8PAK4BjAN5BeEGtAcKCLwHPweaBpAF0gNLAm8B6gCcAAcAg/8O//b+mP78/SH97/vG+jH64/m8+Zz5+vkU+1D9Nf+MAJECpQTsBP4FjQc3By0GJQb+BTIFbwSjAyYDoQL0AX8BSAGMAA7/K/4j/nf9Jvyx+9j74Pv/+zb82vx//Zb99P24/u/+Wv4j/mn+cf4E/uz9Ov5x/rD+Fv+6/z4ARgAnAJQAnAAAAGz/Bv+Y/vz9V/3a/Hz8Jvzv+//7Tfwu/P/7Rvyc/Iz8bfxt/Lv8jPwu/NL8q/yC+7H7sftj+zb8MP2B/jUDaAjfDGURIBVHGA0atxktF6ET8Q1wCLMDyv/3+0T4hvYb9/b3TPiD+Hv4c/je91/2//RY87nxY/G78tf0Qvfz+bX9FAKvBYAILgrqCgELlAqpCXAI2QZSBRMFWQWvBbcFoAWIBToFQASRAl0AZ/2n+pL4+/Z09Yn0kfST9Xn3N/nO+j78jv2R/oP/+f/5/8r/FwD6AAQCuALCAzIFmgbrB68Itgg5CDcHBgZ+BLACCgFF/yv+X/0B/Yz8TfxG/Hz8OP3N/Qn9b/1p/q79BP5M/wb/Lf9WAH8BIwKBAt8CqwMRBAEEmwN8A/8CMwLNAeUBWAFtACcAPgD5/2z/9v55/hv+Z/27/Iz89/ty+5n74Ps2/F38s/xQ/fT9M/5x/sf+9v4O/zX/i//C/7L/uv9GAEYALgAAAMr/o/9M/8D+Qv7s/Xf98vwJ/eL8bfyU/MP82vxA/cP86vwp/Sb8Pvz3+2r77fo7+2P7TfzV/ZP/kwO8B/QLBRCuEmcVFRcTFucTnBGRDAIIKAROAPL88/kl+BX44fi5+Eb5vPkC+o35e/iQ9xj2mfT884H0ZPXc9uH44Pub/6ECEwVuB+UIqQnwCWoJSQj4BpgF5ASdBEAEEQRABJYElgRHBF0DKwJtAGL+fPxg+lz41PY/9k/25Pa/9xf5tvpN/M39Dv/h/y4AfQDbACkBOQFgAeUBmQKrA6UEmAVEBrIG2QaqBs8FrQQmA80BlAAt/wT+Ef18/FX8w/x//bX9G/57/wcAi/8nAG0Am/9s/7L/o/90/5P/JwA5AW8B9AFSAtcC3wKZArgCYgLVAfoArAAnAHT/1/6w/sf+kf5C/jr+Qv70/W/9SP0R/Zz8Xfx8/Or8Ef1f/RP+wP4t/6r/JwB9AGUAPgAnAOn/ZP8G/+f+5/7P/rD+3/41/0X/Rf90/2T//v5x/kr+5P1I/RH90vzL/PL8Gf1f/Xf9xf2O/cX9hv36/NL8u/zS/Ff9I/6b/zsCnQSXCBMMZA2KEHcSyxEXEToP9AvtCNwEbwFU/9j7rPl1+Zz5nPnr+VH6W/vo+yz75fp4+k75g/hE+GP44fhm+fX6d/2y/28BDgPFBBUGsgbBBqoGrwWdBOkDJgN6AgQCxgEcAiMCHAIjAgwCbwHLAPH/qP5X/e/7HPvO+mj6Sfq2+oL7lPx3/aj+o/8uAKwAKQF3AVgBEQHyADEBaAF3AdUBIwJaAucCNQNNAxYDqQJLAtUBIQEXAHv/Nf8t//b+m/91AC4AGQErAt0B1QG+AVAB6gAuAGT//v55/iv+cf7X/hb/VP/5/30AwwC7AJwAlAA+AOn/k/9U/wb/z/7f/jX/Jf/+/h3/Dv/v/qD+Sv4r/vz97P0T/jP+I/5x/t/+Pf+j/ycA6f8PAC4Asv8t/5H+oP4d/y3/VP90/0z/e/9M/x3/Hf8l/0z/g/97/xb//v64/jr+7P0z/lL+Ov6w/sD+Hf+q/2z/Hf81/+f+Sv5a/tX9vf2Y/sD+wv8pAfQBCQQ/B6QHjwhvC+IKRgp8CoAI0Qb0BBQCaAE+AFD9u/wh/dL84vwB/Uj9Qv4E/q79M/7N/cP8XfxN/GX8XfxN/DD9Wv7v/tn/2wC2ARQCOwJyAnICIwLGAa4BjwE5AfoA0wDjAAoBKQE5ATEB4wDTALQALgB7//b+ef78/d397P3s/QT+Wv4G/6P/yv8uAFYAlACUADYAJwA2APH/4f9GAHUAhQC7APoAKQEZAfoAQAGeAe0B/wJiAtACpQTQAvcCTQNYAZQAdP9i/vT9bfyp+1X8Vfxt/L397/6L/y4AAgHNAWABfQCsAGUAVP+w/vz9gf5S/nn+Dv9U//n/6f8+AG0A8f+j/6P/Bv9F/8/+Hf+y/xb/4f/K/5v/o/97/3v/9v6T/w7/Pf9GACv+wP7Z/6P/TP8RAeMAVgDDALQArABOAOH/Nf+j/2z/Dv/C/2T/Rf8AADYAVP+6/wAAdP+T/3v/Lf90/6P/2f+6/ycAHwDK//H/yv+L/+f+yv/h/5v/bQCUANMAlwHlAQQC5wKwAvcCPQNdA7ACOwJDAiMCMQGcAKwApAAHAKP/DwA2AHv/0v9GAAAA6f+q/7L/i/8d//b+TP9U/+f+3/6L/3T/Rf/Z/wcAZQBdAE4ACgGsAIv/sv82AOH/uv8XALr/uv8AAJv/DwBdAA8ANgDyAKwAFwAnACcAo//h/8r/dP9lAH0ALgCFAJwAlAA+AG0ALgA9/5P/ZQCkAPH/8gAxAVYA2wC7AKr/BwBlAB3/sP6q/4P/Uv7K/xcAXP8fAOn/AABOAOn/DwCsAA8Auv9k/9n/uv/2/tL/tAA+AGT/rADS/10AhQBtADP+XQBWALL/AACo/vH/XP+MAG0AhQCFALr/9v7Z//7+qv9k/6j+lAC6/x8AEQFYAWUARgBtAN/+k/+D/3T/RgB9AHv/uv9M/wAANgC7ANL/VgAKAZP/ZP9s/7j+VP82ADX/rADp/8D+4wAAAPn/vgEnANL/XQACAXUA5/5oAW0ABP5WAE4Auv+2Afn/if5dAM/+mP7x//n/Rf/jAD4AHwDyACkBfwGkAIUAJwAuAGT/rAAPAEz/AABdAEYAPgBdAD4AbQCq/1YA2f+FALL/bQDDAG0AdQCy/3UAuv81/6r/OQHS/wAA2f8HANn/4wDbAG0AhQDjAB8AIQFYARcAfQCcALr/TgDK/9f+JwA1/2z/0v+q/9sADwCkAAoBFv+FAJwAgf6y/8sAuP4HAIv/tACj/zX/6gAxAaQA0v8HAML/ZQB9AML/DwB7/+H/2wBi/rr/VgB5/tsAhQB0/9L/Nf9iArr//v6MALD+sv9lAKP/RgD2/gb/sv9tAJv/lADDAPoAAACUAIUAOQHC/1gB3/5GAEYANf/S/7j+bP9WAIP/ZQBGAML/PgAPAPn/Jf90/xcAAADZ/7sAdP+L/9L/Fv9IARkBAAAfAAIB9v4XABwCXP+y/wAAyv82AMYBbQAW/wwCXP/2/mUAtABC/j4ATP+R/gcAFwDC//oAwv8l/+0BTP+b/80Byv+sAOoARf+eAfn/kf50/zEBpAAXAJwAZQD2/icANgCj//n/Qv66//H/dQBtAFICi/8AAAoBsP6g/j4ALf+q/3UAbwEuAAwCk/9YAa4B2f8W/1z/NgBi/pH+ywAl/wAA2wD2/rsAwv/S/1ABZP+L/5QA8f8XADYAuv/bAFAB6f9OAM0BFv8HAM0B/v5k//oARf8O/+UBRgBM/ykBmP6D/4wADP6q/4v/NgCo/ikBrAB1AB8AUAEl/wAAhwFF/wb/GQET/m0A6gDx/9n/hQCL/04AjADp/1YAywAAANsANgB7/7D+NgAnAGz/7/7X/pQAhQAG/04AbwGB/pwAhQCb/0YAnACkAPH/XQCq/3v/fQCD/+f+MQGy/+n/HwDS/6QApABgAW0AGQHh/zYA9v7f/tn/g/9M/ykBwwAHAFgB2f8fAM/+RgC7AGn+4f/LAFYA3/59AGUAJf/K/y3/fQCMAOH/lABYAcf+nABGAPn/MQHp//wBFwCo/mUADv+T/2ABTP+T/8/+Rf9F/xb/Nf+T/6QAKQFdAE4Ag/97/7L/wv/TAKQADwCcAKP/ywA9/+H/HAKj/8r/WAHP/k4AJf+D/9L/IQGL/4P/ywB1AFT/ZQDC/0z/ZP/X/pQA0v9gAYv/8gBWAF0AbQDC/7QANgCFAA8AAADv/mz/NgDyALQAoP7nAl0A/v7jAOoAgf4O/w8A7/7C/7L/m/8nAFz/FwBC/l0AAABtAKQA1/53AfoAJwBWAN0BhQA2AD4ANf8l/7QAwv/yACX/6gAXAMYB/v5dANL/fQCT/z4Ahv3S//7+EQFF/5wAVgCcAKP/x/6T/w7/oP5DAgAAgQJdAI8BdQAPAC3/EQEt/xcABwAfAAIBRf+kAJQAlAAAAIH+m/9s/8/+RgBc/48BNf8t/y4ARgDjABEBHf8XANL/HwAnAOMARgD5/w8ApgHbAKwA+f+g/l0AXP82ADkBXQBs/20ANf+L/9n/jABU/zX/+gAuAAIB1/7S/2UA2wDZ/4UA2f/S/30ATP+0AG8B+f+cAIwAfQCmAWz/dQBK/gb/fQD+/hcAbP8fAEAB8f8CAYv/af45Adn/k/9GAFYA4wAXAJwA2f8HAJP/wv+FALL/EQFM/1YAdQDDAPn/6gB5/jYABv9tAOf+jADX/vn/IQHP/qQAywAAAFz/ZQCcABcAywBF/7YBEQHZ/10AFwBc/x8A2f93AdsA0wDP/gIBPf9c/xv+RgCUAKQAwv/6ADYAAABGAOoAFwBs/y4A8gB1AFz/wwBs/xcAe/+D/8L/XQAPAEz/XP+q/zYANf9OAOMA5P27AG8BAAC7AG8BGQFdANsAHwDC/4v/TgA9/xwCef6w/qP/m/+6/z4A6f8KAZP/lABOAEYAhQC9/eoA8f9c/wIBuv99AA8ANgB9AGz/k/9dAEAB2f8nAGUAHwDC//oAwP76AIv/8f8nAE4AZQA9/+n/TP/qAIP/2wCkAGT/hQBM/4v/XQA2AKr/g/91AOH/HwCcAJH+FwBAAS3/4wBGAIUABwAKAZP/k/82ADX/bQA+AKr/aAGT/1z/4f+kAOH/dP8W/7r/6gAt/4cBJf91APIAuP4RAen/jADbAMr/EQHK/8f+wv9OAGz/ZQCj/z4ARf/Z/6P/NgA2AA7/wv+7AFT/Jf8CAR8A6gDqAN/+8gBOAPb+EQEhAQ7/ywBYAT3/pAAhAXf9vgH5/6j+8gCj/5QAuv/S/+n/RgCMAD3/FwAO/+H/0v82AC3/hQAPAB3/ywDH/gb/KQEPAB8A4wCL/zkBXP+PAT4A6gDn/vH/ywDx/wAAUAGb/7L/dQAt/y4ApADK/3cBBwD5/20Awv9WANn/Pf8ZAWz/dQBc/4v/NgBp/j4ALgB5/kYAVP91APH/rACL/30AdQAG/6r/bQA2AD3/1QE+AJQAKQF7/+oAwv9k/z4Ayv89/y4A8f/bAEYA+f9k/+n/2f82AMr/+gCy/04AFwD5/7QA6gAPAGUA/v6T/x8A9v59ALL/o//qAAb/BwDS/5wA0v8W/wcADwBQAe0B2f/S/0gB+f9tAE4ADwCy/3v/g/9GAMsARf8fAA8ADwCkAD4A2f/p/3UAdP9GAOMAJwAd/3UAtACq/w8AXQD5/6P/i//6AJv/wwB0/8MAhQAuAD4AZQCj/5P/uv9M/9n/DwBU/2T/+f/K/wcA+f/C/xEBHwDjAJQA2wA1/zYAZQCy/ycANf/GAZQAVP9OALj+0v9GAHv/BwCUAFT/Bv9dAMMA1/7K/5QA8f99AGUA1QERAR3/QAEpAR3/4f8uANf+rgHx/z3/NgAAAP7+Hf91ANn/lAA2AFYAbQBtAD4AVgBc/30ADwCy/wAAE/7bAHv/kf5vAZj+VP9k/wb/bP/f/tsAAgGFAFYA9AHf/lz/lAAPAC4AhwFOAEz/fwEPAHT/TP/K/3T/ZP/qAMMA2f+cAKQAuv+j/xcAVP8nANn/m/9tAG8B9v7Z/9L/NgDS/9L/CgF1AAAA6gCj/7sAHf9k/9UBLf8fAEgBZQA2APoAbwHf/qP/8f9AAXv/qv8fAGUANgBGAH0Ag//Z/+n/ZP9OAF0AHwBIAcL/XP+y/5P/e/+q/wQCnACsAC3/dP9U/+UBfQCsADUDyv91AOMAI/4O/4wAm/+kAFT/E/5c/10AwP4t/y4Ag/9M/4UAlwHC/6r/gf7p/woB9P2B/owArgHZ/wIBNgCw/tsANgCD/9MAKQEW/0X/o/8fAFT/7/6sAO0BlAB/AWUAkf4t/8/+FwD5//T9nAAXAPH/i//n/pQAHwCXAQIBLgC+AQ8Ayv9AAUz/1/4l/+MApAB7/5wAm//p//7+Dv/Z/20ArACq/4wAAgHf/i3/sv9dAOMABwC7AJQAEQGY/i3/hQAG/x3/dQA2AKD+yv+6/wb/VgCT/1YA+gAUAj4APgCkAEYAx/4d/zMCdQDd/br/vgEW/8f+9AFdAKD+PgD2/s/++f/Z/y3/if4nAAIBsP6B/ikBnAC4/ocBDAKD/1ABgQKq/2T/8gCq/7X9UAHqAOz9+gAxAcD+oP7TAOH//P0ZAdMA8f9AAYUAqv/K/wAAbQCcACkBhQDx/6P/Dv8xAc/+1/51AB8Am/9c/6P/Hf8t/2T/fQCsALL/bQCb/6r/sv+D/w7/qv9/AYUADwCFAPb+Bv9s/7r/6gAZAW8BAgG0AOH/qv8nAHv/NgC7AG0ALgDZ/7L/+f+FAAb/ZP+kAD4ADwAPAJQAbQAAAC4AuwAxAZQASAHbAHcBMQHh/+H/dQDx/7r/8gBvAX0Ag/+T/4P/Dv+T/4UAtAC6/5P/dP9s/wAALgAl/9L/2wDbAJv/IQF/AcD+wP59AKQAk//5/4wAx/5a/gcAFwCb/1z/+f/n/kX/NgCb/zP+z/6y/yX/8f+0AH0AFv9k/7sAdQBOAFAB4wAl/0X/TgAuAIH+Bv+6/yX//v5tAGT/oP7Z/8r/5/50/xcA5/6R/sr/FwAO//H/ywBGAKr/wwDTAAcAHwBWAAAAZP/x/9L/VP9M/+H/VP86/u/++f+L/xb/HwBlALr/Rf8+AKwAuwBgAUMCuAKbA4YEGASrAxgEXwQwBL0EkAULBYwD7wLQAkMCpgGmAbYB0wAnAAcAyv8W/3H+Ov4E/jr+z/7n/oH+Wv5a/hP+vf0j/qj+uP5x/t/+Pf8l//b+Nf+L/8r/XQDyAOMAVgAuALr/Rf90/5P/TP89//n//v6u/dX9z/6e/bv87P3p/5v/xf0E/qj+K/44/SH9M/49/8L/5P18/Bv+VP/0/eL8/P3Z/8D+If1a/gAAE/6R++D7vf13/fr8q/zA+435F/nw+AD5HPvZ/yMFuQlJD+sR/gwvB1YHNgqoDJ0OPhEPEUoMdQfPBQEEKQHh/04AdwErAlAB1f2q+Gr0Z/ND9G72y/ly+3X5nfbS9W723PZx99v5+vwd//IAOwIMAqwAwv/DAB4DugaCCSYKcAgdBgMFlgRXBBsF7gX+BToFMAT3AgoBWv6M/GX8If1p/t/+vf2R+175a/iL+JX5HPt0/MP8u/wB/Uj9Kf0h/a79XP93AecC4gPKAxYD0gMLBccFwQb7BzEIZgeyBkwGgAXpA+8CFgMGA5ECQAFF/739Vfy5+x780vwR/W38ofty+1v7Q/uh+7v8rv1S/rj+Jf+4/hP+E/7A/nT/HwDLANsABwA9/+/+Hf89/3T/8f8HAIP/z/6J/uT9QP3S/Pr80vx8/Bf8gvto+rT50/lo+gX71voM+yT7QfpW+W750/nE+Rr6dPyD/5kC8AZaDHUR0RApC2gIFwrcDq4S9RIvEekNXQrTBx0GQAT/AksCywDC/z3/f/3j+bD0evF98nT1Bfi5+Oz2YvQC83fzXPUN+Jf6o/zk/Vr+qv8pAVgBUAHdAREErAc+CrMKcgkAB3EFiAWaBhoIDQlJCB0GqwP0ATEBVgDn/iv+/P0T/sX9TfxR+lz4MveI9xf5rvqx+6n7j/rE+Rr6Y/tA/cD+6f8RAeUBQwKhAqECoQJNA2cEvwXJBukGJQbcBGQDdAOABfgGNQZXBJEC9AG2AWABQAFGANf+G/4E/sX9MP3S/Mv8Pvzv+9r8tf3d/Yb9zf2R/kX/4f/jADEBywCkAOoAdwF/AaYBjwEKAQcAm/+j/0z/oP4M/sX9pv1n/V/9QP3L/HT8RvxN/GX8hPxN/OD7qfuK+7H7yPv/+/f7wPt6+3r7Y/tL+1v7Y/vt+nD66/mS+C344/lA/UAB8AavD3cV0xHtCBgE8AadDk8VbBezFHEPqwqkB/QE9wLCA/QEqwP6ANf+hv2k+WDzL+8K8In0Zvnl+qj3nPLE7yLwjPIw9s76Fv/p/+T90vz0/S4A7QEmA2kFhwhnC4EMqwo/BzIFiAVWB4IJUAtvC9YICQQPAKD+Nf91ANsA8f8T/g/8QfqL+Av3pfag9wj5WPos+yz7Cvqi+B34nPmM/Lr/IwKJAuUBEQEhAd0BRQNKBdkGnQdWB5oGvwXUBKUERAa8B14HRAb0BCYD5QHqALQABwA9/0z/Lf9I/QX7ePo0++/7wPs2/Dj9OP2M/IT8nv24/lz/RgBgAY8BIQFAAW8BaAGHAd0BgQJLAlABtAA+ALr/Bv/X/jX/7/4b/kD9lPwX/O/7Rvxl/IT8JvzI+1P7FPvd+hz7avuK+7n7ivtT+/36rvqn+t36/frO+o/6vPnJ+HP46/lI/eUBCgi5ECsWcBKZCTAEZAZmDhMWMhm/FqIQVQr2Bd8CIwK9BOkGAwVtAD78Ivqo92/zKvAq8Fjzx/ec+Tr3y/Kd7y/vRPE99WP78gAUAnT/RvzI+8f+1wKLBiQJjApQCykLqQm0B/AGlQe+CLkJlAq7Ct4IfgQHAHf9UP0d/xEB+gBx/t36efd89UX1fvbR+FH6YPq8+cH4VPiL+KT5Q/tf/dL/5QHnArAC/AHdATsC0gMtBlgIYwmvCOEG5ATiA0oFnwjBCSoIeQWhAvIANgCkANMAuv+Y/iP+8vwF+/r5aPpb+3r7W/tV/F/9b/3q/JT8OP3H/l0A3QEjAgQCWAHyAAIBngFDAiYDbANyAuoAHwAXAB8A0v+D/0z/x/7N/dr8Hvyp+4r7yPsX/Bf8D/zA+yT7aPox+pf6cvv/+y780Ps7+8b6j/qX+hT7cvuZ+wX70/mS+NH49fqR/oQDIQsHFP4WwRD7B6sDGAd4D98Wpxm/FvYPxgihAkz/jABKBdMHxQTv/rT5E/eh9LnxYfBL8Tv0gPfu95v1AvNr8dbwwfF09Xz8yAIYBH8BBP6U/Pb+BgPEB6YLiw18DSELpAevBaoGjwjBCdgJWwmACDUGoQI9/7v8Rvxn/aD+mP5Q/db6kPeo9IfzBvUN+N369/tL+5z5c/iS+Cn64vzZ/zMCkwPKAyYDyAImA+IDSgXhBiII/QinCFYHSgV8A8gCswMGBk4HcwbKA7sAE/6E/G38tf3v/j3/G/7I+4X5svhG+bb6bfxK/qr/e/+Y/gz+K/72/owASwK6A/EDjAOwAs0B0wACATsCHgMuA6ECngH5/4n+7P1i/tf+Nf8t/0r+6vyK+/369fo0+//7o/y7/GX86Pt6+1v7wPuM/DD9hv2u/Yb9Gf1V/B78Rvyj/Mv8y/xN/FP7Ofo3+Xv4yfhJ+p79MwLGCOAQKBUAERwJwgOlBG8LHBMIGLIX2xEPCrgCtf06/k0DrAeSBkABNPsD9zv0dfI28jHzPfUq90L3wvXA9JH0K/TF8/f02/kPAJsD4gMjAtn/XP8ZASgEjwiRDLwOXA0cCVIFdgTHBXUHxggFCSIIrwViAjX/4vwm/IT86vyz/FX8kfvb+aD3i/UW9Xb20fg0+wH9Gf1d/EP7zvq5+zr+dwFPBK8FmAWWBHwDRQMRBIgFGAciCDkIPwdpBZMDmQJ8A+wEEwUYBEMCfQDv/o79MP0Z/eL8OP3i/Af8LPvG+iz7mfsm/Ib9Lf/p/wcA2f/C/w8A4wAUAsACHgOMAyYD/AFgAVgB3QErAhQC1QERAQ8AJf95/vT9zf0b/vz9d/3S/G38F/y5+3L7qfvY+z78o/yz/KP8lPyc/Mv8w/wB/V/9tf2m/VD96vzL/MP8lPxl/B78kfv1+lj6ffk/+VH6Gf0RATcHaQ/KFAwTMwwGBjAEAgjkDgEVLRc9FKMNMgWu/Rz71/7KA4AFuAKu/aL4WvSK8Z/wwfEz9NT2iPdX9tr1bval9tL1q/Vc+I79IwLkBJgFjgQeA0sCSwJXBOUIow2QD4MNSwm3BbMDRQN2BB0GTgfJBhEE+f8+/Dn6+vlB+nD67fo0+4f6L/mY92f2dvZR9xD5S/tn/Rb/sv8d/zr+Uv6q/wwCnQTpBgIIlQc8BsUE0gMYBFIFkgY/B6IG9ATnAkABEQEzAgwCSAFWAB3/zf2M/Bf8TfwH/ND7//vI+8D7Zfwh/Yb9pv1p/vH/2wCXARQCIwIrAisCcgLXAi4DqwO6A9cC7QFAAQIBpAB9AE4A+f81/1r+xf0w/dr8+vwh/dL8dPx0/Hz8Tfw2/Eb8XfyM/OL8X/2u/Qz+Sv46/gT+zf3N/fz9DP4T/uT9xf1n/dr8RvyR+wz7xvpg+sT5RvkX+eP5yPub/+4FTw5sFO8TTw7bB44EawYTDEESQhYLFjcRcAg9/1j6sftGAE0DHgP5/1P7KPah8S/vdu9V8qP1Kvfz9vP27vc8+Gn3lvbW94L7JwDKA4sG6we0B+4FTQNqAuQEuQnCDQMPbA3/Cb8FcgLjAEABLgNCBfQEHAJS/sb6ovhp94D3e/jE+Vj6Kfp9+aL4FfgV+JL4tPm5+2L+8gA7AnoCQwK+AaYBUgIJBJoGlwiKCcYIqgZvBA4DyAJdAygEpQQRBN8CagLtAeH/9P0h/Xz8jPy7/Hf9zf0J/U38O/sC+iL62PsE/uH/tAApASkBCgECAY8BQwKTA6UElgT5A5sDHgNLAsYBOQHbAIUAXQAnAHT/qP4E/kD9dPz3+0b86vxI/Rn94vw+/Oj70PsX/Kv8X/0T/lL+BP61/bX97P1S/oH+kf5S/iP+tf1X/UD9OP3q/Iz8ufsM+4D6Qfop+rz5XvnL+fX67P2jA64LmRNaFs4SMwxrBswE2weTDXoT3xZIFT8O+QNb+zz4ePpi/uMA4wBS/sv5Q/R+75DtJ+918lX1dvZh9xf5cPpw+pz5N/mn+nf9+gB2BFgIWAv0C2oJkAV0A3YEvAcwC5sN4Q2uCxgH/AFC/lf93/4KAa4BjABC/gz7Bfi69S31GPa39x/5CvqA+s76DPv9+vX6U/ur/Nf+SAGjA6AFmgZEBhsF8QN8A34EXAY5CCQJpwi6BhEEngEfALL/LgD6ANUBYgKmATX/2vzO+uv5Gvos+9L89P1x/kr+MP0H/ND7lPwb/icArgEOA7oDswNdA6ECYgIGA6sDMARfBGcEjANLArQAi//H/nH+sP64/oH+BP5v/Zz8yPtL+7H7ZfwB/ab95P3F/ab9QP36/BH9pv1x/u/+Rf9s/0z/3/6g/mL+M/46/kr+Uv70/Z79If2U/Pf7S/u++nD6UfoK+pX5APmi+Nn4AvqM/M0BHgp/Es8WQBWfD5kJ5gVrBm0KHRB+FSUX3RJyCT3/8PjH98v5s/z2/lz/+vze98Hxae3s7I3vXfKB9G72CPlD++/7gvsk+8D7V/1M/48BQgUPCqsNAQ4wC8wHgAX7BA0GUQgJC+cM1QukBxQCtf2R+3r7Xfxn/TP+pv2R+4P4yvWw9A71V/av90755fpN/Ej9hv3V/Ur+5/7h/0gBJgO/BfMH9QiHCCcHkAVfBBEErQT2BfAG8AaIBe8CRgAM/l/9Yv7h/2UAPgDA/rv85frr+RL6xvom/Ib95P29/b39G/6w/lT/HwBIARwC5wKzAygElgTsBMwE4gMGA5ECWgIzAhwCtgHbALr/gf5v/Yz8fPzq/FD9UP3a/E389/vg+yb8q/xI/ez9Uv4z/vT9zf0T/kL+kf7n/j3/ZP+L/3v/Jf+4/jP+zf1X/QH98vz6/Nr8nPzo++36Evpe+fD4svjJ+AD5vPly+2z/3gUYDvkUFRceFJUO/Qj2BcEG8grBEKYVExaKENEGb/239xj2oPef+m/9Uv4X/BP3RPGg7XHtfu/o8Tv0Ivci+kb8Gf1X/c39sP5U/wAAlwHsBMgJiw3EDnwNAQvbBzoF4gPMBG4HHgqzClEI+QN7/6H7N/mL+H35S/td/OD7Cvre91f2uvXi9ez2ufin+oz8DP49/1YAKQGXAcYB9AGpAkAEPAYaCFMJegmACJoGdgT3AmoC5wK6AygEdAP0AeH/Ov6G/Tj9QP2m/Yb9If18/ND7sfvg+3T8QP1X/Yb9DP7A/rL/uwC+AWoC7wIuAyYDPQPCA34E3ASOBNoD9wI7AmABlAAPAML/dP/n/vz94vxG/Db8RvxV/IT8o/yz/Kv8s/zq/F/95P1C/lr+Sv5C/jr+kf7P/jX/g/+b/3v/Lf+o/jP+5P2u/Xf9OP36/Jz8PvzI+1v7zvpg+vP5Vvm5+IP4wfi8+Sb8IQFBCDwQ/BUOF4IT+Q2nCP4FmgZ8CjQQyhTyFKcPkgbk/e73dPUJ9pr40PuG/S783veE8jfvbO5e7yzxd/Ol9kn6w/wM/rj+o/+UAJwAXQApAdoDOQgbDD8Odg4eDU0KwQazA8gCQATRBngI+weoBSsCDP4x+q/3MveS+Dn69frO+tP5wfiY9+T2A/cN+Lz5evtX/Q7/0wAjAtcCLgMOAxYDbANHBL8FZgfOCGoJrwj4BoYEgQKHAVABvgEMAiMCfwFlAFT/I/7y/FX87/vI++j7//uU/AH9f/30/cX9jv21/Sv+9v4fAI8BuAKbA+IDygNFA+cCDgMuA3wDswOrAy4DOwIpAen/7/5i/hv+zf2W/V/9MP3y/Iz8TfxG/Eb8hPzD/BH9d/0E/lL+cf6B/lr+Wv55/qj+Bv9U/9L/BwC6/zX/if7V/Uj9+vzi/BH9Ef3L/F38sfvW+jn6vPlm+S/52fj4+I351vqR/qUEOwxLE8cWZxXoEDAL0QZxBYUHSgwKEqMUfxKHC7gCQ/uW9i31jvac+V38+vx4+un10PHU77Tvj/An8tf0Bfjl+uL8Uv66/xkBtgEKAZQAfwE4BEkIhwvCDWYOHg3wCQ0G/wJaAtID3gUnBwgHAwW+AcX9Avq/93n3kvjT+Xj6cPr6+Tf5VPje9wX42fga+nL7Ef3P/tMAegJ0A9oDqwNsAzUDswPUBGsGMQj9CJcICAetBKECYAG7AOMAdwGuAVABdQCj/3H+X/3S/D78ufuh+9D7ZfwB/dX9af5i/iv+5P3V/Wn+o/9gAdcCqwMoBNoDLgOwAoECwAI1A8oDCQR0A2oCWAFGAEX/oP5C/t39tf2W/Uj96vy7/KP8jPx8/JT8u/wR/Zb9G/6g/t/+3/6o/kr+M/5S/tf+TP/x/ycA4f9F/5j+1f1f/RH9Kf1Q/UD9Kf27/Pf7LPu++kn6Avrj+X35Vvle+RL6F/ykADcHhg7gE3cV1RIBDvUI3gX2BTQJTw6mEiQTAw+NB9n/8/n79sX2yfhj+/r82Pua+Hn0ufGv8P3w+PGu8xj28Pgs+/r8oP4uACkBAgEnAFYAMwJpBSwJ/AuLDU0NGQuVB0cEyAJkA2EFCAduB1QGowMnAHT8tPmy+C/5Ofrd+sb6Qfqc+dn4VPhE+JL4hfmH+sD7Z/1M/yEBYgL3Au8CoQJLAsgC6QOYBW4HnwifCG4HWQVNAwwCrgHlATMCQwIcAgoBuv/X/uz9Z/1X/QH9lPxd/D78hPzy/J79Qv5S/vz9zf29/Wn+wv9gAXoCHgNkAwYDYgIUAmoCJgPiA2cETwRdA0MCSAEnAGT/Jf8W/7j+Qv7N/Sn9w/yr/Jz8o/yU/LP84vww/Z79Qv6R/rj+qP5i/iv+Uv6Y/iX/m//p/+n/e//2/lL+3f3F/bX9vf29/X/9Cf1l/Mj7W/sF+8b6l/pY+hr6rPl1+fr5Y/sW/xsF9Au0ES4UcBIwDoIJTAY1BuUIqw3bEbYSSQ94CBkBY/uS+Fz4GvpN/H/9XfwI+Q71TvI88WPxbfL88xj2mvjO+mX8zf3X/mz/XP8O/9n/IwLHBZIJBAygDGcL/QgNBgEEygNxBbQHzghRCPYFsAI9/238vvqf+mP7Jvwm/Fv7OfoX+TT4x/fm93v4Vvmn+h78vf1M/30AGQEhAeMAAgHdATUDOgUQBxoICgjhBiMFjAOpAtAChAMYBCAENQPNAQcAQv6G/Rv+mP7f/tf+9P3q/B78sfvo+238QP30/Tr+K/6R/u/++f/DADkBjwHGARQCQwKwAlUDGAQBBHwD0AIcAr4BxgHVAaYBAgEXAEX/K/4w/RH9SP2G/a79d/0R/bv8q/zi/Ej9xf1S/oH+cf55/on+wP72/j3/Rf89/yX/Nf89/zX/Fv/f/mL+vf0w/eL86vzi/Or8q/wm/Ir75fqX+of6tvrW+qf6Ufqn+vf70v8VBtcMtBEUEzwQbwsvB3EFNwdYCyUQ3RI3EYcLMAT8/YD6WPrg+839sP5n/Yf6bvYh8+DxLvIh81L0wvVh94X5Q/t8/BH9If0h/V/9if5gATIFHAlAC/IKtggdBm8EQAS3BQoINgqkCpcI+wR3Acf+rv3N/Ur+wP5x/jD9evu8+XP49vfe91T44fi8+QX7RvxX/ez97P29/dX9qP5GAGICnQQ8BqIG3gV+BJMDTQMBBEIFVAaaBs8FKARDArsAsv9tAIcB/AGPAX0AwP4J/ej7sfse/JT8QP1v/TD9Gf04/Vf9rv0j/rD+o/+FAK4BMwKBArgCkQIzAhwCYgImA8ID2gM1A1oCCgEHAFz/Hf9F/5v/bP+4/sX9Af2z/Kv80vw4/Xf9tf3N/b39tf3F/c397P3k/Rv+if72/lz/e/81/8/+ef4j/iv+Ov5x/nH+DP6O/fL8XfwP/Db8RvxG/Bf8gvv9+nD6Ofqf+k38BwCIBVgLYQ80ED0NDQkNBqgFlwjXDLEQ0xHcDp8IWgLd/U38pv2y/6wAJwB//cv5EPZg86Tyd/P39Hb2Dfhe+XD6rvoC+k75hfkU+/T9OQGWBBgHnQdkBjAE3wJdA7cFjwikCvoK0An4BsoDpgHqAGABFAJDAr4BLgBC/h78aPof+bn4N/kC+s76qfvQ+3L7n/r6+dv59foh/cL/tgGJApECHAJoAWgBMwLCA78FyQbRBv4FvQR0A7gCiQKRAtcCbANfBAkEoQLyAMD+X/27/FD9ef4W/xb/Wv67/BT7l/pD+7P8Wv50/xcAAAB7/y3/Jf/Z/1ABUgLIAi4DTQMWA2oCFAKuAXcBdwHGAbYBWAGsAJv/gf61/Xf95P1i/pj+Wv6e/Rn9nPx8/MP8X/30/Tr+E/61/Zb9lv3V/UL+gf7f/vb+1/6Y/jP+3f3F/a79tf3N/b39nv1f/cv8Nvzv+9D7wPvI+8D74PtV/Bv+IwKkB2IMZg7fDMYI1wW3BXAImQzHD2sQgw3jB3oCo/9U/woBSwL0AfH/+vzz+XH3uvU99dr1rfag92v4+Pgn+ar4qPdC9+H4D/wHAKkCugN0A1ICbwGHAQ4DBgbeCB4KYwlOB0oFIASrA7oDMASGBPkD3wI5AVT/rv2E/ND7qfv/+5z8u/wX/Lb6ffkA+Zz5FPvq/Hn+Rf8O/4H+Ov7P/i4A1QEeA+IDGATKA4QDHgM1A2QD2gMRBPEDwgNnBPQEkwMMAtMAHwBOAMMAbwEhAUX/hv1l/P/7nPy9/bj+z/4T/lD9b/0T/h3/wv8XAIUA4wC7AAoBhwH0Ae0BfwGPAaYBpgGXATkBXQCb/1z/g/+j/2z/Nf/P/vT9nv29/QT+Yv5p/gz+lv1X/Xf9pv3F/Rv+Qv4r/iv+Ov46/jr+K/70/dX9xf3s/Tr+BP5//Rn92vwB/Tj9UP1X/dr86PtL+xz7avuj/N/+0AKkBxkLUgzDCjcHOgWLBgcKwg1hD/ENFwoDBc0BOQEEAmwD+QMrAjX/F/y0+SX4afdh91z4P/nb+Qr6ffl7+Nb3Jfi0+YT8g/9gATEBwv/v/lT/AgFkA9cF6QaiBhsFhAOhAucCswNfBDgEwgPfAr4BhQBM/3H+Wv7H/i3/Jf9i/lD9B/xL+4r7Ef2Y/ov/i//X/hP+zf1x/tL/UAEzAlICMwKuAWABYAGmARQCIwJaAjMC9AF/Ae0BMwIUAocBGQHDALQAywDDAF0AdP81/zX/dP/K/zYABwB0/zX/VP8fAKQA6gC7AE4ATgCUAMMAGQFgAYcBCgGFAF0APgAHAKP/ZP8d/9/+3/7H/lr+5P21/d39/P1C/mn+Sv4r/tX91f06/qD+7/7H/qj+oP6R/qj+1/72/s/+ef46/vT9tf2O/Yb9b/0p/RH9Ef3a/Lv8hPxN/A/8wPup+4L7O/uK+/r8qv9kA3UHJgoJC4IJNwfJBiwJqAzMDgEOuwrRBqsDsAJkAxgEEQTQAgAA2vy2+tP5lfk/+Wb5xPlB+hL6bvmL+Iv40/nY+wT+qv8nAKr/gf4z/rL/HAIoBBMFfgQGAyMC7QEEAnIC9wL3AiMCMQEXAIv/Lf/v/gb/Rf+y/5P/z/7V/Vf9lv15/qP/nAAhAbQA0v90/+H/KQEMAoECagLtAVAB0wC7APoAWAFvAQoBhQDZ/zX/mP5C/nn+9v6MAG8BtABs/7D+uP57//IAWgKBAocBlAAuAIwAjwFDApECQwLNAWgBGQHjAOoAKQECAdsAwwBWAOH/dP8t/y3/k//Z/7r/wP7k/X/9hv0b/rj+/v7A/hv+rv29/VL+5/50/4v/Nf8G//7+Dv89/3T/qv+D/2T/Pf8O/7j+if5i/kr+M/4E/qb9Gf2r/MP8u/za/BH9Ef2z/Db8NvyE/GX8RvxN/A/8sfs+/Jb9BwBdA0wGQQi5CcEJWAi8ByQJ3Qt0DWIMsQl7BgkEdAMRBG8E8QPAAh8AGf1T+wX7Q/v9+rb6j/po+in66/nE+Un6wPtQ/XH+uP5x/jP+BP6o/oUAWgLnAoEClwHLALsAWAEEAisCDAJoAU4AZP9F/8r/LgA2ACcA6f+y/1T/Dv9F/6r/jAAZAUABEQHTAJQAnAApAQwCKwIcAmgBuwBdAG0AtADbAMMARgB7/7D+af5x/qD+1/7K/+oArACy/z3/Lf+y/zEBgQKRAvwBAgGkANsAWAEzAqkCWgKuAdsARgBtAOoAIQExAQIBtAD5/1T/bP/Z/y4ABwDC/zX/ef7V/bX95P1S/qD+ef7d/Wf9UP2u/TP+x/5F/0X/3/6o/sD+Bv+D/6r/k/9s/x3/1/6Y/oH+uP7P/qD+cf4j/sX9d/1n/W/9nv3N/TP+Pf/2/n/9If1n/TD9b/3V/Z79ZfzI+9r8XP+XAR4D4gPcBE4HjwgvB0QGRweACM4IgAidB+4F4gPvAnwD2gP5A7gCHwDF/Rn9Z/2W/Yb9Z/3L/ND7NPvg+6P82vxn/Y79lv29/b399P1C/t/+4f9dAH0AbQD5/1T/e/9tABEBEQGsACcAqv+L//n/0wA5AQoBnAAXAAcAdQDjADEBbwGXAWgBIQERAVgBdwFvAZ4BlwFYAQIBhQAuAE4AdQBlAA8Ao/8l/9f+gf7X/lz/TgAKAawA2f+D/7L/nACeAZECHgPtAdL/k//qANUBIwIrArYBJwDP/qr/IQFvASEBAgF1AJv/dP/5/10AJwAHAPH/bP+4/lL+af5p/on+qP6R/hP+hv1Q/b39ef4G/0X/Dv+o/mn+cf4l/9L/0v9c/9/+cf46/nn+/v5F//b+kf5S/gz+9P1S/pH+sP5i/kr+9P2u/dX97P0j/hv+xf1Q/TD98vzS/Or8UP3s/ef+TgCeARQCMwIWA7oG6AksCZIGtwVzBhgH4wdoCDcHfgRaAhQCuAJVA+8CWAH2/vT9K/4T/vz9G/6W/fL8fPwZ/Yb9+vy7/Dj9xf0r/iv+BP69/b39Uv7+/sL/6f9U/5j+Uv5M/y4AbQBdACcAuv+q/wAA2wB3ATkBEQG7APIAWAGPAaYBrgHtAfwBngGeAaYBhwFYASkBbwFoAdsAZQDx/wAANgAuAG0AQAH8AdUBSAFIAWAB+gAZAZcBKQHZ/w7/TP9c/5P/LgBdANn//v49/6r/4f8nAH0APgC6/6P/4f8HAPH/6f/S/4v/Jf/H/rD+x/7A/uf+9v7H/qD+Yv6Y/rD+Dv81/x3/9v6o/on+uP4d/z3/Hf/n/qj+Sv5K/rD+9v7+/sf+sP6Y/pH+uP7X/v7+z/6w/pj+if5p/lr+af6J/nH+Wv5S/hv+1f3d/fT9K/5x/u/+2f9WAJwAOQEEAjMCmQIYBA0GkgZCBY4ECwWoBe4FXAbmBTAEcgIUAloCuAJ6AtUBjACL/1z/XP9F/z3/Fv9K/r399P1K/gT+vf3k/Tr+E/7d/c397P3s/Qz+gf7+/iX/uP5x/rD+TP/x/wcADwAPAPn/6f9tABkBYAEhAQIBMQF3AaYBrgHlAc0BrgGmAY8BfwFoATEBngErAvwBQAEKASkBtADTAG8BSAEHAEz/m//K/3v/o//x/zX/Wv6J/gb/Bv/X/g7/Pf/A/rj+Hf9F/y3/VP+y/6P/g/+b/8r/+f8AAEYATgAuAA8ADwAnAB8AHwAfABcAwv+y/7L/qv+6/8r/uv+T/1T/TP81/z3/Nf8W/8D+oP6w/sD+sP7H/tf+sP64/v7+Pf82AH8BAgEXAD4AfQCb/2T/HwCb/yP+M/6T/2T/kf5F/zYAg//X/qP/2f+o/pH+bP9U/7D+Bv/C/y4AHwA2AF0ARgCFABEBbwFYAUABQAFvAQwCMwIrAhQCHAIjAuUB5QErAvQBbwFYAaYBjwEKAQoBCgHLAJQAXQBdABcA4f/p/+H/4f/C/5P/XP9s/3v/dP9s/4P/g/9M/2z/o/+j/4v/m/+6/+H/8f/h/wAA8f8AAC4ATgCcALsAlACUALsAywDTAAIBEQHDAIwA0wDqANMA0wDyANMAbQBdAJQAdQA+AC4AJwDx/8L/2f/K/4P/g/+q/4v/Rf9M/2z/Pf9F/3T/k/9s/1z/k/+y/5P/o//C/6r/sv+y/8L/2f/5/x8AHwAXADYALgAfAAAAAADx/+H/yv+y/3v/VP81//7+/v4O/y3/Bv8O//b+Dv8W/y3/Nf8l/xb/Hf8d/xb/Hf89/z3/Nf9U/3v/ZP9s/3T/o/+y/8L/4f/x/8r/+f82ADYARgBOADYALgA2AD4AbQBWAEYAlADyAPoAtAAKASkB+gDjACEBKQHbANsAKQEhAQoBEQE5ASkB8gDjANsA8gD6AOMAtACcAKQAjAB9AJwArABGAC4AdQBdAC4APgBtABcA2f8nAEYAHwAfAD4ARgAuAC4AjACkAFYAhQDLALQAjACsAKwAZQBWAKQAjABOAE4AXQBWAE4ANgAuABcABwAfACcAHwAHAPH/+f8PAOn/6f/C/9L/o/+q/7L/uv+L/4v/qv+y/7L/yv/K/6r/uv+6/7r/uv/Z/8L/sv+j/8L/wv/K/8L/sv+y/7L/0v/p/7r/wv+y/5v/dP9k/3T/VP89/1T/TP9c/3T/g/97/3T/e/+b/4v/e/9s/1z/dP9s/3v/dP+T/5v/o/+j/6P/sv/C/8r/2f/Z/+H/AADx/+H/2f8fAPn/2f8PAA8ALgAuAFYARgBWAGUAdQBOADYALgA2AC4ALgAuAEYANgBGAF0AhQCcAKwAtACUAGUAdQBlAH0ApADLALsAdQBtAKwApACkAMMA+gDbALQAtADqANsA6gDqANsAlACkAJwAnACkALQAuwCsAJwAfQBlAF0AfQCcAKQApAB9AD4ANgA2AC4ANgAuAC4AAADp/x8ANgAXAA8ANgAPAPH/6f8HANn/4f8AAAAA0v/C/8r/uv+6/8L/6f/x/9n/2f/h/9L/yv/Z/+H/0v/C/8L/yv/K/9n/4f+q/6r/qv+q/6P/sv+6/6r/m/+T/5P/g/9c/2T/g/+T/4v/o/+j/6P/o/+b/6P/sv+y/5P/k/+T/4P/e/+b/7L/uv+y/8r/0v/S/9L/+f8fABcANgAXAAAA0v/p//H/6f8AAA8A8f/Z/8r/6f/Z/wcALgAHAPn/BwAfABcAHwAPAA8AJwAuAC4ANgAuAC4ALgAuADYAZQB1AE4ALgAuABcANgAuAE4AXQBOAEYAVgA+AEYAZQCUAJQAhQB9AF0AXQBdAGUAlACsAMsAtACkAHUAnACUAKwA4wDyAOoAywCkAIwAhQCUAKwAtACkAJQAXQA2ADYAVgBtAF0AdQBlADYANgA2AC4ANgAXAOn/wv+j/6P/o/+y/7L/sv/C/7L/qv+y/6P/o/+q/7r/sv/C/7L/qv+b/6r/qv+j/7r/0v/K/7L/uv/S/9L/2f/Z/+H/6f/h/7r/sv+y/9n/4f8HAB8AFwAPAMr/sv+q/8L/0v8PACcADwAHANL/wv+y/9L/2f8fAA8A2f/Z/+n/4f/K/+H/AAD5/w8AAADx/wcALgAuADYALgAuAAcA6f8HAC4ALgBGAEYAJwAPAAcAHwAuABcANgBGAHUAXQBGAAAA6f/Z/+n/BwA2ACcANgDx/9L/wv/h/wcAHwBOAG0ATgAuAPn/8f/x/wcAHwBdAIUAZQA+ABcA6f8HAD4AfQCsAJwATgAPAPn/DwAuAFYAjACMAIwAXQBWAE4ALgAuAC4APgB1AGUAPgBOADYALgBGAD4ARgAuAC4ANgAnAB8APgA2AAcA+f8AANn/yv/h//n/DwD5/+H/2f8HAPn/8f/S/w8AHwAXAB8A+f/p/+H/8f/S/7L/sv/p/y4AHwDx/8r/o/+j/5P/qv/5/ycADwD5//H/NgAXAPn/DwAPAAAAJwAuAA8A8f8AAPn/8f/p/y4AJwDp/8r/qv+6/9n/DwA2ACcANgAPAOH/2f8PACcABwDx/xcANgAuAA8ALgA2ABcABwAAACcAHwAHAOn/0v/x/w8ALgAnAC4ALgAuABcA8f/5/y4ALgAuADYAHwAfACcADwAuABcADwD5/wAA6f8nABcAHwAfAA8ALgA2AB8AHwA2ADYANgBGAEYARgA+ACcANgAfAB8AFwAnACcA+f8AAA8ALgAuAC4ALgAnAB8ANgBGAEYALgAfAB8AJwAuAEYALgAuAB8AHwA2ACcADwAnADYAJwA2AB8ALgAPAAcAAADx//n/8f/5/+n/+f8AAA8ABwAPAAcA4f/5//n/AAAnACcALgAuAC4ANgAfAB8ANgAuAC4ALgA2ACcANgAXAAAAAADx//n/8f/h/9n/4f/x//H/FwDp/+H/+f8AAOn/6f/x//n/DwAHAPn/8f8uAAAA+f/x/+n/4f/Z/wcA+f/5//n/JwAfAPH/AAAnAOn/6f/Z/w8ANgAfAA8ANgAfACcAAADp/x8ALgAuACcABwAAAAcA8f/5/wcAFwAnAB8AFwAHAA8ABwAuAAcAJwD5/ycANgAuAAcADwD5//n/HwA2AA8ABwAHAC4ADwAPACcABwAHAPn/6f/h/wAABwAfADYADwAAADYAJwA2AB8AHwA2AC4ALgAuAE4ANgAnAA8AJwA2ADYAHwAnADYALgA2ABcABwAPAA8ABwAPACcA4f/Z/9L/AAAPAAcA+f8uADYADwAnAC4ALgAuAAcAJwAHAAAAFwAnAB8AHwAHACcABwDS/wAANgA2AC4ALgAuAC4ADwDh/wAAHwAXADYAJwA2ABcABwAAAAcABwAnAA8ANgAAAA8AJwD5/wAAAADx/+H/BwD5//H/FwA2AC4ALgAuAC4ANgAuAC4ALgAfAB8AFwA2ACcANgAuADYAFwAHAPH/BwAHAA8ABwDh/+n/BwAuAAAA+f82AB8ABwAnABcANgAXAAcALgAPAC4ADwAfABcAHwAPAOn/DwAfADYAJwA2ACcANgAfACcALgAuAAcAHwAfACcANgAuAC4AFwAuAC4ALgAuAC4ALgA2ACcA8f/5/w8ABwAAAA8ABwAHAAAABwDx//n/+f8nAB8ABwAXAC4ALgAnAAAAPgAAAPn/FwAuAC4ALgAnAAcAHwAfAAAAJwAuADYAHwAfAB8AHwD5/+H/6f8HAPH/FwAXACcANgAuAC4ALgAuAB8ABwAAABcANgAnADYAHwAnAB8ALgAfAAAABwAfAC4ABwD5/+n/4f/K/+n/+f8XAA8A6f/S/9L/+f/5/w8ABwAPAB8ANgAnADYADwAPACcABwAuAC4ALgAnAAcADwDZ//n/+f8uAPn/FwAfABcALgAfAD4ADwAHAPH/HwA2ACcANgAnAD4AHwAnABcALgAnACcADwDp//n/+f8HAA8ALgAuAA8A8f/x/9n/AAAnADYAFwD5//n/DwAnAPn/BwAPAPn/4f8AAAcAFwA2ACcANgAXAAcADwAHACcAHwA2ADYANgAuADYAJwA2AA8ADwA2AB8AAADp//H/6f/Z/9n/AAAAAOn/AADx/wAAAADx/wcANgAnADYAHwD5//n/JwD5//H/JwAuAPn/FwAfADYAHwAfAC4ALgAuAC4ALgAuAC4ALgAuAC4ADwAfACcADwDx//H/BwAXAAcABwDp/zYAFwAPACcAHwAfAC4ALgAuAC4AHwAnAC4AAAAXAAcADwAHACcAFwAAAC4ALgA2AC4ALgAuAC4ALgA2AC4ALgAuAC4ALgAuAC4ALgAnABcALgAPAPn/+f/x/+n/0v/x//H/4f/S//H/+f/p//n/+f/5//n/NgAuAF0AXQAuAC4ALgA2AB8AJwAPAC4AJwAAAPH/DwAnAAAA2f/p//n/8f/K/9n/+f8HABcAJwAfADYA+f8XAC4ANgAuAC4AHwAnAC4A8f8XAB8AHwAPAPn/8f8PAAAA8f/5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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "AudioItem AudioItem: 2.3744375sec (37991 @ 16000hz)."
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def test_AudioList_from_folder():\n",
    "    p = path/'TRAIN'\n",
    "\n",
    "    #Create AudioList\n",
    "    ils = AudioList.from_folder(p)\n",
    "    \n",
    "    #Test an item\n",
    "    i=4\n",
    "    a = ils.get(i)\n",
    "    print(a.data.sig.shape, a.data.sr)\n",
    "    display(a)\n",
    "\n",
    "test_AudioList_from_folder()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>FileName</th>\n",
       "      <th>SampleAndSr</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>/home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...</td>\n",
       "      <td>([[tensor(0.0002), tensor(-0.0002), tensor(-3....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>/home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...</td>\n",
       "      <td>([[tensor(6.1035e-05), tensor(0.0002), tensor(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>/home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...</td>\n",
       "      <td>([[tensor(9.1553e-05), tensor(0.0002), tensor(...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>/home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...</td>\n",
       "      <td>([[tensor(9.1553e-05), tensor(6.1035e-05), ten...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>/home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...</td>\n",
       "      <td>([[tensor(3.0518e-05), tensor(0.0002), tensor(...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            FileName  \\\n",
       "0  /home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...   \n",
       "1  /home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...   \n",
       "2  /home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...   \n",
       "3  /home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...   \n",
       "4  /home/jupyter/.fastai/data/timit/TEST/DR1/FAKS...   \n",
       "\n",
       "                                         SampleAndSr  \n",
       "0  ([[tensor(0.0002), tensor(-0.0002), tensor(-3....  \n",
       "1  ([[tensor(6.1035e-05), tensor(0.0002), tensor(...  \n",
       "2  ([[tensor(9.1553e-05), tensor(0.0002), tensor(...  \n",
       "3  ([[tensor(9.1553e-05), tensor(6.1035e-05), ten...  \n",
       "4  ([[tensor(3.0518e-05), tensor(0.0002), tensor(...  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FileName: /home/jupyter/.fastai/data/timit/TEST/DR1/FAKS0/SX223.WAV\n",
      "torch.Size([49562]) 16000\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "AudioItem: 3.097625sec (49562 @ 16000hz).<br />\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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AB0ACwAdAAsAHQAjAB0ABQAXACkAHQAFAB0AIwAjACkAEQAXAB0AFwAXACkAFwAdABEACwALAAAAIwARAAsABQAFAB0ACwAXAB0ABQARAPv/FwALABEAHQAdAAsAEQApACMAIwAdABcAKQALABcAEQAdAAsAFwARAAAAIwAXAB0AAAARAB0ACwAdACMAIwAjABcA+/8FAAsACwALABcAEQD7/xEA+/8RACMAEQAjACMAEQAdABEAAAD7//v/CwD1//X/9f8FAAAAAAAXAB0AFwApAAsABQDv/wsA9f8AAAAA7//v//v/7//1//v/9f8AACMACwAXAB0AEQALAAUACwAFAAAA9f/7/wAABQAAAPv/FwApAB0AKQALAB0AIwAjABcAIwAdABEAKQD1//v/AAD1/wAA9f/v//X/+//1/wAAIwALACkAFwALAAsACwALAPv/AAAXACMAIwAjABcAKQAXAAAA+//7//v/CwAFAAUA6f/7/wUAEQApAB0AKQALAAAABQAAAAAA+/8FAAUABQAFAAUACwAdABEAIwApAAsAAAAjAAsA+/8AAAsABQAFAB0ACwD7/xEACwD1/+//9f8AAPv/BQApAB0AEQAjAB0AFwAvABEACwD7//X/6f/v//v/4/8AAAUA9f8LACMAFwAFAAsA+//7/wUABQAdABEA9f8RABEA6f8AABcACwApABcAFwAFACkAIwAXAB0ACwAdABEAIwAdAAAAKQALAOP/AAD7/xcAEQD1/xcAHQALABcAKQAAABcABQALAAsA6f/p/xEAHQDj/xcA+/8AACkAIwAjACMALwAAAAUABQAXAPv/7//7/+//AABAANQAkP8jAAsAEQDv/+//CwDL/5z/3f/p/wsAEQAXAMv/CwAXAAAA+/8vABEAIwARAOP/IwAFACMACwAjAPv/CwAXAO//9f8dAAAA7//7//X/BQApABEABQARAB0AFwApABEAKQAdACkABQAjABEACwDv/wUA4/8FAB0A+/8FAPv/CwAjAB0AEQApAOn/NQDj/zUA6f9YAH//jQAa/w8BI/vdBN4BCPoXCGH3Dgda+v0Dlf0DAZz/9f9kAJD/agCF/14A7/8FAC8A6f9qAHn/dgCi/3AAqP9wAAAARgAvAB0ABQDv/xcA6f87AOn/BQAAABcAFwDv/yMACwALAAsACwAdADsAKQApACkABQAvAO//AAAFAB0ACwD7/zUA+/87AEYAEQApABEAEQD1/8v/9f/v/wAALwAAAB0AFwAdAAAAKQA1AAsACwAjAAAABQAAAN3/3f8dAPv/OwAXACMARgDF/xEABQD7/0YAHQDd/wUAFwD7/wUAKQARAAAANQD7/wUAKQAFAO//KQDR/wsAKQApACkAKQAjABEAHQDR/x0AHQDp/xcAEQDj/1gAUgD7/yMAHQDj/wAA6f8jADUAIwARANH/IwDj/+P/CwDF/+n/BQAjAO//HQA7ACMAOwApAB0AEQApACMAIwDX/+n/+//j/+//IwAdAAAALwALAB0ARgA7ANf/FwC0/8X/IwDX/+n/AADp/wAAKQAjAEwALwAjACMAIwApAC8A4/8RABEAxf8vACkANQDv/xEATACc/ykArv87ACMAAAAvANH/LwDj/wUA9f8dABEA6f8pABcABQApAAUA4/8vABEAIwAdAB0AAAD1/yMACwD7/xEA+//X/wsAFwAjAPX/OwARACkA+/8LABEA6f8dAN3/+/8dAC8AHQDp/yMA9f/v//X/HQAjAC8AKQDv//v/HQAFAPX/9f/d/yMA+//p//v/FwAjANH/TAD1/x0ANQDp/0YABQDv/y8AEQAjADUAHQApAPv/AAD7//X/1//v/zUA9f/d/0YA4/8AACkAAADv/+n/7//v/wAACwAjACkAQABqAFgAAAA1AAAA6f8jABEAQAAdAAAAFwDv/ykA7//7/yMA3f8XANf/BQApAMv/WAAAACMAOwDj/x0AAAAjACMAIwAjACMAIwALALr/9f8pACMAAAApACkA3f8dAPX/1//A/wsAEQDX//v/NQAFAB0ANQDp/zUATADp/wAATAD7/7r/AAARAAsACwAXACMA3f8jAMX/7/9AAAUANQA7AAAATAARAO//NQAAAB0AIwA7AFgAIwApAPv/rv/v/wsAov/7//v/7/9MAHsAKQBGADsA+//d/zUA9f/v/wsA+/8vAPX/6f81APv/0f8pAAUAxf8jAEYAQAAdAAUAKQAXABcAKQDp/xcAKQDA/xEABQDv/ykAuv/R/+P/CwAAADUALwBSAC8AIwAjACMA6f/p//X/3f8FAN3/7/8jACkAZAAXABcAKQD7/9f/BQD7/wUAFwA1AGoAZAD1/wAA3f+u//v/LwDX/+n/HQDF//v/IwAFABcALwAFALr/7/8LABcALwDd/8v/TAAAANH/+/8jAO//6f8dACkA4/8RACMAKQD7/8X/KQDR/wUAEQDp/y8AOwAAAB0AAAA1AN3/6f8XAAAALwAFAPX/7/81ACkABQA1ACMALwBSAN3/3f8vAOn/IwBAAN3/EQA7APX/4/8FAC8ACwAjAAUAhf8XAMX/0f8jAMX/AAA1AOn/+/8dAC8AOwAvAFgAFwAdACkAIwAdAN3/1//L/wUAIwDj/x0AIwDd/wUAxf/j/1IABQDj/xcALwBYACMAKQDv/yMAKQDp/ykAtP8FADsANQBGACkAIwApAAUAtP/1/ykAkP+F/zsA7//j/wAAIwAdAPX/6f/p/ykAcAA7ABcAFwApACMAKQAXAAUA3f/R/ykA3f/1/y8AKQA1AOn/FwB//0YAdgCo/2QAOwC0/2oAAAD7/xEAKQAAAAUAdgAFACMAewBAAPv/EQApADUA+//d//X/BQD7/67/uv8LADUAKQAFAOn/FwAjACkABQD7/wAAFwAdAOn/hwA7AAUAKQALAPX/QADv/+P/LwARAOP/6f8AAOP/AABGAOP/1/+lAGQA9f81APX/BQAdABcA7//j/x0AIwA7AAUA7/9SAOn/LwD1/8D/cAD1/93/agD7/6L/TAAjANf/3f87ABcAwP/j/4EAov+TAKj/pQCK/+n/XgDR/5z/FwD1/0AAtP9AAAsALwBGAPv/OwDd//v/IwDj/14AXgDj//v/RgAdAMD/LwDv/6j/7//v/9f/ov9AABEAKQBkAN3/WADj/8X/gQApAAsAUgCW/xEAHQAFADsANQBeABEAOwDF/6j/gQAFAJb/OwAXAMD/LwARANf/KQA1APv/NQAdAAsAuv/F/wsAwP/d/+n/dgAjAO//agAvAAUABQALAEAAQAD7/yMAdgBSAJb/AAARAMD/QAAvAKL/QABeABEAHQD1/9f/+/9qAOP/lv+c/wUANQDd/0AAFwALACkAIwBAADUABQAdAEYAOwD7/y8ANQCu/xEAKQDX//v/LwCi/xcAhwCK/0AAgQDX/xEAKQDR//v/hf9//wUAFwAjAEwAxf+o/y8AFwBeAPv/IwAvAN3/jQAXAPX/OwBeALr/LwA1ADUARgAjADj/tP92AMD/CwDaAPv/uv+i/93/OwDL/wsAuv8LAEYAZABAAMX/HQALAHn/agCBAO//nwAvALr/EQBqAO//CwDp/8X/1/8AAAAALwDd/8D/NQD7/yMAHQAAAHAAlv/p/3sA3f9z/wUATAApAGoApQAFALr/4/+i/3//OwA7APv/wP9AAJ8AKQBYABcAc/+0/+P/9f9AAGoAQAD7/wsAy/8LAOP/cABAAAUAov8LAMD/lv+lALr/xf9eAKL/rv+HAK7/NQBGANH/WACc/3//agD7/1v/T/8LAAUAMv8y/1T9+vdG/sYBT/9j/v0AqQG2/t3/QgLKAtkDlgS+ArYAIwCdAWgBNQDF/yb/HQAj+5b3NP79AI0APP3v/5kAGv+8/toAAQJzBCgD6QEyAUYDfPuP/aIEC/4l/REAzAHS/Af9wP+k/tb9owHxA8ABf/ym/XcCTP7W/aUAMAKlAM7+iv+u//v/UAETAtQAvACo/+wAaAEU/yb/iwHsAEAAGwG0/0r/SgFwAEwABQAVAR0AQACZAA7/5f4pAPIAc//d/ykARP+W/7wAjQDr/hEAmQBz/x0A9f+K/4X/qP/v/3sAHQCc/58Axf9E/wAA5gA7AET/6f+lAAMB3f8J/0AAXgCi/5z/TADv/wsA0f9AANoALwBYAAUAT//1/0wAov+TAJ8Aov9b/y8A6/68/gkBSgHl/tH/kwDF/0//+//Y/CX6sv1qAA8BAwGfAPIAzgDl/lv/OAEBAqYCPgG2/vf+wgB//0r/nwBWAQECf/9X/l4Aiv81AAsAnwCHACD/Dv/9/gAAqwApAIEASgGZAKUAdgAJ/7oBVgF5/+n/2gB5/13+KP6ZAJ8Ab/6u/4UBFwBU/df/awJiAbb+Sv9kAO//Dv9YALEA4AAvACD/WABSAF4AZ/95ATIBKQCfAFgAW/+BAO//OwAjABT/qP81ABT//QCdAe//jQD7/+X+VgFQAXAAqv6W/+YArv87ACkAW/8U/wsAgf4RAGoAgQAPAbT/6/6rAOwAov+2AMgAqwD7/zj/IQHSAYX/HQDv/ykABwJMAF3+5gCdAZv9NfuNAIMCpP6u/38B3f/E/T7/xgFlAnP/Y/4dAOAAFP8AALj9RgNNBc7+Kv1UAjwCk/7I/sABTADZ/hz5YPqNA94BkfwR/rj96vyB+9z9rgGY/uv+eQFKAaMBaf4s/78EigTSAVAB+/+xALYARgALAAn/+/8RALz+wv71/3H9Mv/3ALz+EQBCAvIATP6e/lYBKgLAAd3/OwCmAvIAVP2e/l8C5QNeAI3+ewDf/pv9GwE2AmIBjQCQ/2n+TP55/5b/mQAkAhcAM/zC+xf+y/81AC0BkQHeAcgAhf/L/wsACQFaAqACkQHmAJz/e/4dAAMBSgFCAmoACf/5/Z38Bf4jAF4AZ/80/jL/ov8jAEwAWgIuAxUBhf8F/ioC+QK2ANf/tgA4Aff+tPwJ/xYDgwJl/aH9tgBX/o/9tAGgAp7+6f8+/2P+e/7v//8C8wJqACD/6/4dAF4AlwGmApUCyAA6/vn9CQGi/xH+IwA6AwP/Gf1P/23/nv7SAUwDXgD5/QP/C/6m/XECowEy/3YAm/10+cj+3wMkAuAAdQNoAer8jf4fAgsAOAQLA2H/RPww/cD/Dv+s/VoClwHQ/a7/5f7h/WoAugHd/z7/1ACY/vH+GwGdAWL8YgFNBXn/yP5iAfv/0f8+ASEBygJP/9D9zv53/en/zgDv/58Ahf9P/2f/0/66AZUCJALAAREABQB5AW3/XgCpAScB5f7f/uX+4f1O/REAHAPkARH+gf62/g/8Ef6DAvUB2gBxAqYCNv3G/P0AhQHIABUBMgHaAE79b/6TAIr/MAK4ArEADv8m/6L/9/79/tH/AwH1ASMAi/yJ/d3/nwDL/4UBSAJGAI3+Sv95/xcAlv/1/2QA7/+FAQv+vP4yAd/+AwFlAsgAPAIy/+H9VwN1AzT+Ov7yABv8YvwyATgBrv+8AJ0Bxf8J/MT9TADpAcABrv+0AYsBBQBh/6L/DQIwAiD/UgCFAQX+j/2HAAMBb/5p/osBkQEf/VT9ZADI/vv/0gHCAOYAtgDCAPX/OAF9AuwA3f95/87+cAATAp0BA/8f/cABIP87+xz+BQCXAe8BCf84/+H93P3aACEBUAEaBJUCSP0h/Db9UgDIA28DXAGTANP+6vze/MIAawIjAHYAdgDA/wX+i/yF/yQCzAHp/7z+0f92AML+9/6yAvsBXf7d/1gAnP8y/0T/lv+XAUQBJf2P/WIBDQIs//3+UAFz/779jQB/ATgBVgGmAlQC6f9d/kb+RP84Ac4A3/73/sX/A//h/cIAlwFMAPv/vv1G/lYBVgHA/2gBCQGP/Rf+hwApAOwAMAJ3Al4AZ//j/xr/Y/6xAFAByABcAXAAyP6V/dj8Sv/sAFIAsQBiASkAOv5V//IAzgDyABUBOwAD/+n/DwGTAEAAwP92ACMAXf6fAO//Y/4c/nYA3wORASL+gf4DAaUArv97/hr/nv6c/y0B1//A/1IAYgFG/hUBQAMo/hv8eQEJBAUAgf42AvIAyv2q/lgA4AB/AZ0BtgDT/rb+3/5S/pj+WgJxAkr/if2ZACb/xf/C/v0ASgEbASoCrv+B/loC/f6D/WoABwJQAfP9Pv8AAGP++//OAPcAYgERAPIAxgENAgkB8f5v/t/+V/5g/br/hQEdAGQAOP/Q/cj+KQAtAYsB5gD9AN3/nP97AKsAcABQAQsAe/7j/+wAuv9wAKL/RAEa/3f9df5//+YATACrACcBLP9qAEr/YP33/gkBtAEtAZkAYgG8AGQAGwEBAkIClwG0/3v+YP1p/uP/C/7h/ewAdgAT/Ub+WACK/y8ATgJSA9QA2gCHAOv+yP4y/2f/tv4RAOX+jf6HAKkB0f/O/gsAzAG2AEYAjQAAAO//KQC8AHn/yACuAcgAT/8i/iMA3f9E/8gAlwE6/oEAf/+k/i8A2AFtAar+1ADvAW/+tv6TAFgAHQCBALoBgwJV/9L8bf/UAJD/lv/x/uX+FwAVAcgAnP8nAZEBYf+N/hUBqQHA//H+LQGF/5b/dgDI/rD+zgDCAGH/FP/O/lv/VgE4AW0BqP9t/wkBaAFeAD7/Iv53/d3/UAEU//3+EQBeAMD/kQHzAjj/A/9zAaMBqwDv/7r/T//p/zUA9/7F/yz/IwAU/2n+Vf/CANgBqP8F/s4A7wERAL79Dv9rAg0CpQAm/0D+6f9WAQ8Brv+o/4EAlv8a/2f/OP8vAM4A9wBK/9n+Sv+Q/4sBXAFt/2n+IwCfABT/7/8ZAsAB2gCW/zj/9f+rAOkBNgIhAZP+4/9qAET/Dv/A/wkBhf8a/5z/8/0F/mgB4//r/rr/sP62/uP/fwEbAQAA8gD3AGgBJwFP/zT+AwELA50BZ/9n/2H/5f6u/zL/hf+xANoAIP+fAJMA3/5E/8YBCQGs/ZD/cwFAAKsAKQBn/40ALwCK/67/EQADASb/kP9zAYr/QAAdAHX+y/+fAKL/KQALAOYAAACT/qT+tP+TAAkBUAF5/2P+CwAdANP+kwATAo0Aef8LABT/iv9EAe8BPgGHAEr/Ef57/iz/0f9YAKsAdgCi/6T+NP4XANoAIQGfAOYALQFeAAP/f/8NAt4B1/8y/4MCcwHf/qj/QADA/0//RP///bD+WADF/9D9TP5eAAsAJwE7AOP/DQJQAX8Brv/j/5EBlwGi//3+IQEAAOX+3/6TACMAOwDF/8X/lv9//yj+Gv92AEAAGwHaAMv/rv8s/7YAtgDsACEBnwARAA7/ov87AEAAEwIRAAAAZ/+B/i7+zv79AG0BMgEdAMv/uv/A/5j+0f/MAdgBkQE4AX39jf6o/9QADQKlAEwA0gHIADr+Sv/sAMD/jf7v/14AyP5A/sj+9/5//93/BQAy/4EAJwHsAEYAGv/L/84AKgIPATL/LwDaAGoALP+i/93/T/+6/w8BsQBt/40AzgAvAHYAh/4c/gUAnwD7/yEByACV/S8AHwJX/uP//wJt/7D+JwFQAY3+bf9WAa7/nQEPAef9nv7CACz/f//kAVIAef+pAe//zv7L/1gA6f+LAd4B4AB9/Vz8RP9qAFgA3gENAvX/vP7X/0///f7sANACtAELADT+m/3O/i0BHQCZALQBTgLC/lz8iv/L/xEAqQGXASb/8/2i/4f+A//mAGsCagC6/9H/RP+w/un/f//yABMCnwBb/zUAyAA1AHn/LwDOAJEByABp/mf/4AA7ANP+LP8dANQAyP7I/m0BAwHF/67/FwBoAcgAwP/C/hcA9wDf/gAALQFqAD7/QABEAX//bf/7/3X+BQA4AUr/FP+HANoAOAE+AXn/if2m/Sb/hwA+AZkASv9eAIEAqwD3/g7/wP/SAVwBIQHaAMD/yP7Z/g7/NQCXAS0BBQCi/1v/TP6T/pb/EQCBAIcAwP+Q/yz/AwHA/9f/VgGXAe8B9QGlAOv+Xf5eALoBZAAg/4r/FwCW/9n+kP9K/87+zAHMAUT/5/0AANP+qP8yAfUBUgB5/0YAlv9n/6j/FwCNAM4AIwB//yj+yP6TAKUArv8LAJMAOAE4/4H+iv8hAcD/cwE1ANH/Mv/IACMAsP5d/o0AagCT/mn+gQBAADj/kwDKAhMCBQCi/7b+zv6TAHMBCQEFAAMBXAGW/2P+ZABn/zj//QC2AHn/Wv39/pD/Pv9eAFYBaAFAAHAAUgCrAMv/sQBaAhsBGv/F/3P/ZACrAAAA0/7x/kr/HP7I/qr+Mv97AFwBA/97AOwAwP+NAA0CKQBt/yQC7wHI/vf+wgBqAET/AAAvACb/1ADsAP3+6f/sAD7/+f17/hr/TADA/4r/rv95AWgB0/5t/4EAcwH7Ae8BKQC0/+//VgEXAPv/bf+k/pD/Vf+H/oX/1/8XAFYBRgCF/2n+0f8jAJkAFwA4AaMBeQE4/zT+uv8dABsBnQFzAd3/pP4X/iX9TP60/+//vAC6AZ8Ac//C/gAA/wLYAUwABQC2AH//CwCfAEAAhf9KAakBFP8o/pb/3f+0/7r/RgD9AAAAm/19/eP/tgA+AQMBEQAD/y8ASgFoASMAqwB7AHsAqwDv/xH+yP4HAt4BpQC+/ar+IwDT/nv+wgB/AYEAjf6i/0//Jv9d/jIB4QK2AGn+tv5KAakBQABG/kAAFgPEAlf+of31/7QBvADf/kT/ZADIAAkBC/6w/jT+2f6Q/9f/Vf9///v/agBt/+wAlwHR/y8AfwHAAWIBEQD9/pb/kP+2AJz/qv6FAbEA/f5E/wsAqP+6/5EBnQFX/hP9TP68ADUAAwEDAasAef+Q/67/EQD3AGgBCwBt/6L/BQDv/9P+8gCDAhcA3/4g/1v/AAADAdoAZ/9/ATgB8/04/9oAEQAVAdIBZABX/rb+OP9j/k//wgAwAlgApQB2AE//Ov7R/0QB0f+ZACkALP+q/qj/qP9AAPIA6QGc/zUACwAjAAAApQC8APX/ov9eAMD/+/9tAUAAZ/9GAOYAMv+J/V4AkQGNAFv/tP8m/3sAhf9G/oX/XgBeACEByAB//5P+OwDOAP3+kwDyABsBvAAAANP+Rv5b/yMA6QGc/1X/wgCLAZz/zv44ATUA3f+fAJz/Yf9kAD4Buv9YAHYAiv8s/wUAlv9z//v/qQHA/93/wP+F//H+hwBYAOP/CQFEAXn/+//UAK7/nv68/ikAQAARAJ8Abf8vAGoA8f7//bT/0gEXABEAUAGrANf/4//1/wUAjQCLATL/Sv9MAI0Atv5//9H/9f/1/58AqwALAPH+ZABt/5z/IQGrAK7/k/5K/67/RP8DAVoC7AAg/7EA0gHaAM4Auv9t/8L+KQBSAGf/ewBeALEA0/5v/l3+sP5K/8IAEQD1/wsA9f/l/mf/LwAvAMgA5AGK/8v/gQCBAKL/VgFlAl4A6f+T/vf+KQDsAHYAagAtAUT//f5z/+39zv6xABUBMgGrAC7+Nv28ANIB7ADF/1wBmQD3AKL/QP7f/pMAKQD7/5P+mP6i/ykAnv4a/z4B5AH1/y8ACwA0/gn/9QGsAv0AeQG0AcIAYP1t/wsANQCNAAAARP8g/2P+df46/gn/HQCHAI0A9wDsAHP/e/4m/2gBAwHsAF4AVALAAYX/Lv4g/+P/NQAbAf0ApP4i/jj/dgB5/4f+eQHYATIBPv/z/Xf9ov/3AAMBlwHmAHsAVf+w/nAAjQA+AVwBgQDZ/gX+Lv4XAD4BVgE+AbQBPgF7/kj9hwAg/4r/agAnAVX/QP4y/yz/kP8RADIBUAH9ADj/+/y8/s4AGwFwABUBlwEDATj/9/6xAN4BRAGXAWgB/f75/bEAmP5I/W3/hwDF/43+IP9M/gAAnwBX/ikAVgFwAA7/qwAvAPf+RAFiAe8BIQFGAKL/vP62AF4AOP8NAt4Bxf8o/l4ACwA4/7wAxgHr/rD+4ADf/nf9ov9qAJb/W/9EAQ7/FP92AFgA6f9zAVIARgBoAa4BhwDL/6L/BQCfABEAKP7t/VgAKQClAIcAnQEdAKj/rv+e/tP+LP+ZAFIAEQAy/+X+Ov73AD4ByABYAEoBXAGNAMv/gQCHALT/nwC8ACMApQDA//v/e/6J/d/+kwB5AQsAgf5n/93/IwAy/7EARAEO/z7/Y/73/oEAFQHmAJ0BnQFz//H+6f/sAF4A9wAkAoEAOP+k/t78Z/8yAfIAxf+K/8X/HQCu/xEAWAAjAFIARP9kAFwBf//d/4r/+//mAMYBCwDx/tP+bf+lAFIAwP+K/0wA6/7C/rr/owFtATIBhwDR/57+3/4+//sBwAFqAP0AjQBp/v/9tv6Q/7oBNgKo/xf+agCxAM7+Sv9xAmoAIP+o/38B5/1d/uwAeQEvAJEBJwEF/gP/CwCK/7r/RAH3ALwAT/8+/5z/LQFzAcgAFQFAAJP+Ov6HALEAqwBeAA8BTAB5/4r//f7W/ZkAXAHp/7D+tP87AOP/Lv41AA0CZADf/pMAYgED/0AAtAFrAlABxf/A/wn/tP/9/oUBRgBkACMAGv/v/HX+pQBEAWQACwDCAOwAIP9n/wn/Rv6BAGsCZQIpAK7/W//Q/YX/TgJh/6L/aAE4ARr/wP+u/57+nwDMAar+Ef5wAET/Tv0yAQ0CagCi/2H/gQCT/ib/6/5cAboBDQI7AA8B9/5p/jj/FgNiAXMBRAF//xv8//1j/qz9IwAHAucCUAG6/8T9F/6c//cAwAFWAQUA1AB1/oP90/4nAdH/qwCFAUoB2f5j/u//UAFaAgcClwFwAP3+ef8s/57+nQGeA4sBnv7E/ff+8f5SAKr+KQADAVYBwv6q/jD9lf17AJcBhf/l/jgBdgCe/rT/wAEtAXYA6f8jAGgB4ADE/cj+zAHGAQUAvAA+AUYAF/4D/3MB/QCc/3//qP8s/+T8b/4yAcv/wP9rAgMBdf7E/eAA7ABiAWsCfwGK/1X/KQDIABr/W//IAKUArv9E/9f/tv6i/50BwgBV/3//IP8O/8D/9f87AAMB4ABv/n//kwA7AIf+dgDgALEAnwBh/8j+hf/L/93/jQAhAdH/IP9GAJ0BqQFEAXn/QAAJAev+Bf4hAbQBgQAO/7wAqwC8/pP+qwDp/0r/IQF2ABH+pP4y/9P+0f9fAl4AYf/aAB8CcADr/uYAjQBzAYcARgBn/3n/Yf/Z/lX/tAEJ/ykAtAG0/5X9W/8RAML+tgCbAkAAiv8FAHn/KP7mABsBwv62/un/GwGQ/+//9f+XAT4Bnv4+/yMAef9eABsBvgIFAKj/tAHA/3f9T/9iAekB7ADR/8L+tv5eANf/HQBiAfIA8gA+///9nP9z/wsAVgFcARUBtP9r/RcA3f+Q//3+4/+BAGn+A/+2/qj/5gCbAgkB9f+FAUAALwADAbYA5gCZAMgAOwCrADL/1/+BAJ0BVf+8/rEAkP8m/3X+6/6ZADUAW/9S/jL/tgD3ANP+qP8DAbEA/QBWATL/7/97AMABXgCQ/4UB4ABGAFL+0P3x/uYAdgAjAJkACf9///n9NP7T/uwAyAD9ADL/Z//v/wAAbf+ZAN4BAwFQAQcCxf+k/uAALQGrAI0AAABAAF3+hf+F/+v+Pv87AOn/TP7t/Qv+PgGSA1wBLwBYAOAAVf/Z/jsAlwGXARkCYf/W/a7/SgFS/hT/fwH7AbYAHP5I/QP/QAAhAXYAGwHyAKL/AAD9/i7+qwAdABUBIwBcASz/d/26/3MB4ADaAF4AWAAXAGf/W/87AMv/AwEXAN3/yAA7ACD/Sv/p/zj/CwBqAFABbf95/6UA5f5MANH/OP81AO0CtAF///cAUAHI/lf+LwA7AKj/JwFoARz+Qv2w/qUANQD3AEwAbf+K/6MBnwAjAGH/OwCXATUAdgC8/vP9LwApAMv/ZAALABcAAAAXAMT9Dv9iAaMBMAIVAZ7+Rv7aAFABpv1K/+YAFgN7ABcA9/7f/qT+gQANAgcCtgA1AP3+IP/T/qj/KQC8AOAAUgDr/v3+Sv+Q/wUA8f7d/6MBLQGNAIf+T/+xAEYAiv/MAZUC5gCk/i7+T/8LAI0AnwDT/kT/CwA4/0///f79AKMBBwK0/6j/Gv+e/sgAowEyAff+KQAdAG3/xf8a/9n+6QE2AnsA2f6T/jz93/6ZACMAAwEvAHYArv8D/0T/FwCgAjoDHQCT/uP/jQAm/z7/vACbAvIAhf9p/qb9tv4FAOkBkwB7AGP+Jv97/tf/LP9wAFoCfQLUAMv/ov9h/yMAnP9z/yEBlQIXAEr/Jv9v/p7+yAB3Ap8Ahf9t/+H9Uv6Q/wP/dgBfAvMCWABV/wn/T/9z/8gA7wEpAMX/Gv93/WD9kP8RAI0AAQI7ACL+vP5WAUYAGv8dAJEBAQKFAff+c/+e/qj/tgCbAl4Ahf8F/mQAOwBqANQAhwDZ/ib/owHO/gX+AAC0AQ8BW//x/qUAKQBkABcA2gBzAXkBqP/p//IATACW/0AAZ/9SAM7+QADf/iMAKP4a/wsAc/+F/zUASv+i/14AugG6/5D/tAH1AQMB0f9b/5D/rv8AAJcBmQDX/7r/IwCK/8z8zv5/AXAA2gBiARr/Ov6NAMv/KP79/tYCkQHC/ocAnP9r/Sz/kQHsAHkBnQFWAc7+0/5kAMgAuv/UAG0BlwGfAEz+5Pwo/u//RAEyAQUA7f22/gUAxf84/1YBBQORARcAkP8LAJ7+RgBtAe8BRgDL/yL+d/37/2IBef84/wMBtAFG/iL+CwBP/yMAlwGfAGH/HQBb/9n+tAGuAeAANQBaAhcACf+2AIUBrv84/4f+OP/v/xcA3P02/Xn/PgFYAMX/IQG6/0AAqP9b/4EAtgADAZEBqP/v/0//V/4nAT4B/f73/kT/bf9E/8D/QADj/5MAagBb/5b/9f+8AJMAsQCc/1ABLQFiAeP/wP/f/tn+/QCgAnsApP6K/5z/lv+K/xr/ef87AMX/f/81AIX/wv5A/hcAAwF7AGoASgGfAIEAkwAg/2f/OwCdAVIARAEPAdf/Dv9SACcBKQALALr/TAA+/0z+yv33/hsBmQBeAMv/OwA4ATsApP6q/rT/agBh//0AaAEdAGH/9f8jANH/cwG8ABEAqwAg/5j+Ef62AG3/tv55/2QAOwD7/1f+6/7sAGsC/QDp/zUAwP8a/zsAcwH3ACEBHwJKAVv/af5r/SL+uv8DAdoAMgE+Adf/PP2y/cD/XAG8ABUB+wG6/xn98f44Aa7/1//YAa4BWAB//8j+Jv/7/0QBJwFtAXsAwv6T/tf/bf8XAGgB7wFSADj/Iv5I/SD/DwFQAUT/AACNAO//xP1V/+AAOAFQAYUBJwED/zL/4/+c/1IAJwGNAAsAMgF2ABH+Mv9G/q7/uv+FAS0BCwBn/xf+Rv4jABUBf/87AMYBsQCw/sX/wgBqAHsAqwBYAAUANQDR/wAA9wAJAWH//f6N/uX+1ABzASD/QP52AKUAk/5wADsAOP9kAIUBiv/X/xUBKQAm/6UAtP9X/nYAmwJMAK7/cAAXAJP+KQBiAVv/f//OALYAc/8jAGH/h/7v/0QBQADr/g7/agBp/hT/f//1/1IAPgEAALD+OwBzAcwBVf8DAVYBpQCLASMAlf06/mQAewA+/1X/8f4J/7EA3f/r/oEAtAGlANQAIQEg/7L9Uv5wANgBBwJEAXYAOP+o/0AAagAAAIcA4AAnASz/b/42/aT+agBcAVIAQABkAPX/sP7R/93/nP+2AA0CnQEAAHn/Cf+BAHsAFwBqAI0Axf9K/9b9F/5S/sABtAEjAJP+6f8FAHn/tgCNAB0APgEtAQAAg/33/rwAewBwAOP/dgCQ/9n+xf8LAIr/qQFOAlgAGv8s/3//FwARAHAATADA/7wAQADx/hEA4ADaAO//hwDpAXP/T//A/xr/6/71/14AYf/UABcAVf/f/rz+bf9wAJ0B7ADyAKkBc/+s/Tj/gQCBAN3/OAFoAdf/Y/6F/3YAov9wAOkBqQH1/3P/wv5j/rT/CwDgAKkBsQC4/cT9RP+8AA8B5gBKAZ8AeQEXAC7+f/+K/3YAiwGFAYX/Gv9YAEAA9/7A/0YAHQA7ACMAF/6H/vX/wP+lAKUAy/9h/y8AIQHCAIEAXAGi/x0AmQARANn+vP79AJEB3f8g/1IAUgB5/9D9b/5eAJ0BhQFAAPP9IP/p/1gAT//7/50BcwFh/9/+tP/O/qL/rgEfAlgAkwCZAHYADv8O/0wAgQBcAYcAf/+s/SD/LQFAAG3/wgBKATj/Cf/x/l3+V/6xAKMB7ABMAOYA3f/1/zUAAwFIArYAYgGlALD+1v3C/pb/OwB2APcAbf86/vn9Bf5t/9H/1//SAQECXgDO/uX+tP9zAUQBowFcAeQBJwE0/pX9hf9EAV4Arv/aANoARv6V/RH+rv+TANQAhwBYALwAYf8o/pP+1ADGAaMBmQAjAIX/uv9YAEAA0f8AAFABXgAD/4P9A/8DAXMBRgCBAGoAc/+c/zj/NQBzAX8B9QF7/hT/1/84/wn/zgDIANQA/QDgADr+cf2c/3sA6f95AekBlv9b/yb/Ov5G/pcBmwLIABcAHQCk/lL+bf8g/4cAGQKPAgUAOv68/m/+NQCXAfIAmQD9AKUA6/5p/rr/6f9EAcwBRgAO/+X+Lv7C/nYAyADOACEBtgDL/y7+5f7F/4EAowFWAVABnwBP/+v+Gv/L/7EAMgFWAZEB7/+q/uX+sP4a/40AXAF5AT7/wv5z//v/0f/I/pD/lwGyAjsA8f7O/tH/QAAXACMAUgD7/8X/wP+K/+n/uv+K/zj/0f+c/3//nwDAAcABc/9M/hr/nwBcAUwA9f81AA8BgQApAIr/zv4jAKUA4//L/yMAy//x/hEAkwAg/4r/gQD9ANQAsQCZAIEAiwERAMv/2f7j/7wARgBkAMX/lv8a/7T/LP9n/+//cACc/3P/FwDv/3P/7//v/1v/lv/OALwA6f+HACEBLwCrAKsA8gBMAFIALwALAOwAIwBt/+P/DwFAAMv/Vf/r/nsARAFAAOX+hf+6/3v+8/3A/58AcADA/1IAA/9V/+n/zgDgAB8CPAJtAS8AOP91/jj/mQA4AYcAtgAjACb/A/9M/qH9tP+dATIBZADp/4H+1v0O/3sAOAGRAR8CxgFAAPH+A/9//wUAZABzAT4By/8O/8j+LP8D/3//nwBzAQ8BhwCc/+v+kP9n/8D/GwGxABcAy/+W/+n/sP4g/9H//QDvAdoAh/6w/sv/qP9//1gAzAFiAR0AMv9j/vf+XgDaABsBDwH9AI0A+/8g/2/+Vf+rAOwA+/8pAHsAhf+Y/kr/Pv9z/8gAYgFK/67/cABwAG3/gQBEAewAIwAdAO//9f8DASkARgBz/wn/W/+W/9H/IwAJAcv/Yf+K/0AA4/9SAJcBqQHCAEwAPv+T/qL/mQBYAGQA9wCW/8j+2f44/zT+bf+2AK4B2gCQ//f+iv/R/5D/y/8jAOYAPgGxAPv/uv9GACEBOwB2AIsB4AA7APIAPgELAOv+WAAyAZz/TP4g/3n/KQB//5z/AAARAHn/Gv+8/un/2gDIAEAAxf8XAAUA9f/p/x0ACQGpAdQA1//d/9f/sQCHABT/T/+NAG3/C/7C/p8AUgBqAFgAlv8J/zL/ov9qAEoBvAARAIEAcAB2ABcA1/+0//cAkQHX/0T/hf9V/xr/+//sAJz/ef+HAJkAYf8+/3n/Dv/1/zIB/QC0/1YBUAEdADsAWAARAJb/WABGAGQA+/9b/yz/rv/X/wn/Dv8AAOP/uv+c/6j/9f+u/zUA1/8LAMIALQGxAIEAzgBqAJb/xf/sANoAkwBYAAAAcAARAJb/hf9wAKL/IP8FAIcAW/8g/9H/f//F/zsA0f/1/7YA7AAvANP+LP/F/4cAPgHsAHAA3f9wAKUAW/8i/gAAPgH3AB0Aov8g/wn/2f73/sX/nwD3AJMAUgB5/+X+wv6BAJcBugGHAC8ATADv/67/Sv8RAEQBnwDA/8D/LwBn/xT/wP+fAHYAKQDd/7T/7/+u/2f/FwAtAcIAMv8D/8D/dgDd/0wAIQHCAJ8AcADR/9P+T/+lAC0BwgCfAEYAxf+i/8v/5f7r/nsAAwGu/wP/Pv95/yz/Pv+K/2QA7AADAZMAagCBAAUAFwClAIEAgQBMAFgANQAdAK7/qP/F/wsAnP8g/wUABQC6/1X/bf+u/2H/qP9//+P/2gA4AdQAzgDgADUAKQAjALEAgQDL/ykAHQCo/xEAIwDr/m/+hf8dAIX/y/97AB0A+//p/xr/FP+i/3YA2gAVASEBZAAAACMAXgBYAAsAyAAPAbYACwB5/0//bf9V/w7/6/5z/8X/lv+K/5b/hf/d/wsAXgB7ALEAagALAF4AXgApAEwATAAFAIcAzgAXAJb/FwBkAPv/7/97AMX/kP/F/zL/Yf/d/5b/tP8AADUArv/R/5kAvAClALwAcAApACkAcABYADUAZABeAO//rv+K/zj/ov8dAAsArv9n/xEATABSANH/W//j/3AAKQC6/9H/gQD3AOYAjQALAFX/1/87ACkAQACBAEAA6f9//xr/Mv95/0AARgA1ABEAhf9t/wUAAAD7/0YAGwHgABEAW//3/ib/ef+c/yMAZACNAHYAdgDd/57+b/7p/7YAmQDsAIEAQACW/5D/Yf95/y8AjQDIACcBewA+/5j+c/8pAHAA4AC8ANoAqwA7AGH/Gv+i/+n/UgC2AHYAqP84/3P/Pv9P/3//dgAtAS0BmQD1/9H/xf/d/wUAcADmAJkA+/+W/8v/4//d/ykAHQApABEAy/+c/9f/NQCHAFIA7/+c/3P/y/9eAN3/9f+8APcAHQDO/t/+Z/8RANQAtgBwAMgA1ABeAPv/nP9t/wUANQAdANf/rv9z/3//LwD7/5D/0f9kAJkAHQDv/7T/ov/F/6L/wP/p/14AUgClAIcAgQBwAF4AHQDj/8v/7/8AAN3/4/9MAIcA6f95/2H/y/9AAAAAZ/9n/zUAdgBz/zj/NQDsALYAnP+Q/xEAgQBeADUAHQBGAIcA1/+i/+//NQCc/4X/RgBqALT/qP/v/xEAFwDv/6j/f/9SAGoA0f+F/4cAtgAvAEAAagBkAOP/IwApADUAov+F/5z/+/8jAN3/BQApAGoANQCi/0T/IwC2AI0ACwARACkAFwD1//X/KQDmACEBUgDL//X/6f+c/23/wP+TAGoAxf9b/2H/iv/A/8X/uv8jAHAAdgDp/9H/KQAvAC8AgQCxAGoA7/+o/yMAcAAvAPv/4//7/wAAkP+K/9H/IwDX/3P/lv/j/6j/Dv8U/8X/gQCHAC8ANQBYAEwARgApAKUAsQBeAPv/0f8jALr/rv/R/wAAHQBAAF4AIwA1ABcA7//A/9f/1/+0/9f/NQBAAAUAIwAdAB0AKQBMAFgALwAjAOP/nP+Q/8v/IwAvAGQAZABqACMA+//v/6j/ef+i/xcANQALAN3/y/95/+n/TAARAB0AWACTADUArv9n/3n/wP9YAHYALwA1AF4AQADR/+//ewCBAEYANQDL/6j/tP+i/2f/0f8RAGoAsQCxAOn/W//F/wAAHQDX/+//KQCHAHAA6f/F/zsAvACBAAsA+/8jACkAFwDj/67/nP/1/+//AABMAIEAagBwAB0AtP+Q/7r/IwCZAKUAjQCBAIcAUgC0/+P/HQBSAJMAZAAdAMD/lv84/0//ov8RACkALwAvAAUAuv9t/3n/7/9GAI0AewBAAC8A9f/1//v/1//1/zUAWAAFAMX/wP+i/6j/CwAvACMACwAAACkAKQBAADsAIwAXAF4AXgA1AAAAy//F/wUAKQALAPv/6f8jAC8AWAD1/7T/0f/v/9f/3f8jAEYATAA1AGoAIwDp//v/HQBGAPv/7/8jADUAHQDd/7r/+/9AACMAwP+i/8v/4//X/wUANQApACMAIwAjACkANQBAACkALwAjANf/bf9h/8X/BQBSAI0AhwCBAEwA+/+6/4r/wP8XACMA7//d/9H/FwAXACMAWACfAMgAkwBAAN3/uv+Q/6j/wP/7/zUANQAFAAsAEQD1//v/1/8LACkACwC0/5D/0f/7/yMAIwApAAAAAADX/6L/rv8AAIcAjQCBAHsAagAvAAsAIwD7/8X/HQB7AGoAFwDL/8X/xf/R/9f/AAA1AEYAHQDd/7r/wP/F/9f/9f8pACkAOwBMACkACwARACMAQACHAHsATABSAEYA7/+c/4X/nP+0/9H/9f8dAPX/1//R/ykAFwAXACMAQABkAGoAOwDF/5b/uv8FACMALwBMAFgAQAApAPv/y//A/8v/7/8dACMA7/8XACMAQAAvACMAIwBAAGQAcAA1ACMAHQARACMAIwAjACkABQAdAAsAy/+0/8X/7/8XACkAHQAvABcAEQDd/67/y//1/x0ARgBGAC8ACwAAAC8AIwApACkAEQDj//X/0f/X/8D/+/8jACkA+//v/8v/0f/1/x0AKQBSAHAAXgBGADUARgAvAB0AFwApAB0AEQD7/8v/wP/L/93/7/8dACkAFwAXAC8AFwDj/8X/1//v/+n/6f/R/wUALwApACkALwA1APX/0f/v//v/CwA1AEAAIwAjAPv/4//F/wAAAAD7//v/+//1/93/6f/j/wAAFwAjACMAIwAjABcACwAAAOn/CwApABEABQD7/wAACwAjAPv/y//j//X/AADp/+P/1//R/9H/3f/R/9f/3f/L/+P/6f/v/8X/1//R/8X/1//p//v/+/8dACkAEQAXABcABQD1/xcAKQApACMAIwAAAO//3f/v/93/y//j/9H/y//j/+//4/8AACkAEQAdABcAEQAFAB0AEQAAAB0AIwAjAB0AEQAAAPX/7//d/93/7//1/93/0f/j/+P/3f/7/wUAHQAXAB0ACwAXAAUAHQALAO//9f8AAB0AAAD7/yMACwAXACkAIwApAB0AAAD1/+n/4//p/93/6f/7/wUA9f8dACkAQABGAEAALwAdACkAAAAFAOn/1//j/93/4//7/x0AIwAjACMAIwApABEAAADj/+//+/8AAPv/+/8LAAAA+//1/wsA9f8LAB0ABQAAABcACwAAABcAKQAXAB0AIwAjAB0AFwApAAAA+//1//X/BQAdAAsAIwAFAPv/AAAdACMAFwApAB0AHQARAAsAEQAXAAsACwAFAPX/9f/p/+n/9f8pAB0ALwAvACMAKQAjACMAFwAAAAsA9f/7/wsAAAAAAO//7//L/9H/4/8AAO//6f8FACMAUgBYACMAIwAjACMA9f/j/+//EQD7/+n/BQAFABEAEQD1/wAA+/8FAAsAHQALAPv/+//d/9f/7//7/+n/y//d/+n/CwAdAAAABQAjACMAFwAFAB0ACwAAAPv/9f/p/wUA9f/j//X/3f/p//v/9f/1/+P/9f8AAAUAFwARABcAEQAXABcABQAFAPv/+//v//v/AAAAAAsAEQD7/xcAFwARABcAHQALAAsACwALABEAAADv//v/9f/1//v/7/8XABcAHQAXACMAIwAjACMAIwAjACMAIwAdAAsAEQALAPv/AAALAPv/BQALAPv/+/8LABcAEQALACMABQAdACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjABEAKQARABEAFwARAB0A+/8dABEAHQARABEAFwAFAAsAEQAdABEALwARABcACwARACMAKQALAB0AAAAXABcAIwAdACMABQAAAB0AEQAXAB0AIwAXABcAFwAvAAsAHQARACkAFwAdABcAIwAjACMAEQAjABcAHQApACMAIwAjACMAIwAjABcAHQALACkAHQApABcAFwAjACMAHQAdABEAHQAdABcAKQAdABEAKQARABcAHQAXAB0AIwARACkAHQAjACMAIwAXAB0ABQApAB0AEQAXABcAFwARAAsACwALAAUAEQALAAsAHQAXABcAHQAXAB0ACwAjABEAEQAFAB0AFwAjABcAHQAjABEAKQAXAB0AFwAdABcAHQAXAB0ACwAdAB0ABQAXAB0AEQAFAAsACwAFAAsAEQAFABEAFwALAAUAFwARAPv/AAARAB0AAAAjAAUAAAAjAPv/FwAXABcAFwARABEACwARAAsAAAD1/wAABQALAAsAEQAAAAsAAAALAAUAHQAXAAUACwALAAUACwARAAsAIwALABcAFwAFAAsAEQARABEAAAAXAAsAEQARABcAHQARABcAHQARAB0AHQALAB0AHQAXABEAFwD7/xcAEQALACkACwAdAAsAEQAFACMACwALAPX/FwAjAB0AFwALABcAHQALABEAHQAXABEAFwAdACMAFwAdABEACwALAAsAEQAFABEAHQAXABcABQALABcAFwALABEACwAXAAAAFwAXABcAKQALAB0AEQALAAUAHQARAAsACwAFAAsACwARAB0AEQAdAAUAEQAdAAsAEQAjAAUAIwAFACMACwARACkAFwARAAsACwALAB0AEQAdACkAEQAdABEAKQALACMAHQALAAsAHQALAB0AFwAdABcAFwAFACkABQAFAAsAEQAAAAAA9f8jAAAAIwAAABEAFwAXAAUABQAjAAUACwAdAAsAEQAXAAUAEQAAAAsAEQAdABcAEQALAC8ACwARAAsAHQAXAAsAHQALAAAABQD7/xcAFwARAAUACwARAAAAIwD7/wUAHQAXAAUABQARAAUABQALAAUABQARAAsACwALAAsAAAD7/wsABQALAPv/CwAAAAUABQALAAUACwD7//v/CwD7/wUAEQALAAAABQALAAUAAAALAAAA+/8FAAsA9f8FAAsACwAFAAAAAAAFAAAAAAAFAAsA+/8FAAUAAAALAAUAAAD7/wUABQALAAUAEQAFAAAABQAFAAsAAAAAAAsACwD7//v/BQAAAAAA+/8AAAAABQALAAUA+//7/xEAFwAAAB0AEQAAAAUABQALAAsAAAALAAAABQAFAAUAEQAAAPv/AAD7/wAA+/8LABEAHQARAAUACwD7/wsABQALAAsACwAAAAAAFwAAAAUAHQAAAAUAFwDp/wUAEQAFAAUACwD7/wUACwD7/wsAAAALAPv/AAAFAAAABQAFABEABQD7/wAA+/8AAPv/CwD7/wUA+//v/wUABQD7/wUACwAFAPv/CwAAAAUACwAAAAAACwAFAAUAAAAFAAsABQAFAPX/BQAFABcABQAFAAsACwAFACMAHQAdABcACwAdABcAFwARACMACwALAAUABQALAO//CwAXAPv/CwAFAAUACwAAAPv/EQAFAPX/CwALAAUACwAFAAAACwAAABEAEQAAAAsAAAAXABEAAAARAAAAHQAFAPX/CwD1//v/7//7//X/AAD7/wAAAAAFAPv/+/8RAAAA+//1/wAAHQAXAAUAFwAdAAUAEQAjABcAAAALAAUAAAD1//X/9f/v//v/4//p//X/BQAFAAsAEQAjAB0AFwAjABcAFwAXABEACwAjAPv/AAAFAAAA9f8AAPv/9f/7//v/CwAAABcAKQARAB0A+//7//v/BQAFAPv/CwAAAPX/+//7//v/AADv/wAACwAXACkAEQAjACMAIwAFAB0A+/8LAAUA+//1/wUABQAAAAsABQAjAAUAHQAjACMAIwAjACMAKQAdAB0AEQAXAB0AFwAdACMABQARACkABQAAAAsAHQALAAUAEQAFAB0AFwApAAsAHQAvAAUAFwAjABcAFwD1/xEAFwAXACkACwALABEACwD7/wsA+/8LAAsACwAdABcABQApABEAIwAdAB0AEQAXABEAIwAXAB0AIwAFAAsAEQAdABcAIwAjACMAHQAFACMACwALAB0ABQAjAAUAFwAjAB0AFwAjACMAIwAjACMAIwAjACMAIwAjABEAIwAXAB0AKQAFAB0AFwAjAB0ACwAjABcAIwAjACMAIwAjACMAIwAdABEAKQAXACMAHQAXACkA+/8XAAsAFwARABEAIwARACMAFwAjACMAIwAjACMAIwARACMAIwAjABEAEQAdABcAKQAFAB0AEQAXAAUAKQARACMACwARACkACwARAB0ACwAdABcAKQAdACkAHQAXACkAHQAXACMAFwAdABEACwAjAB0AHQAXAAsAIwApABcAHQALABEAFwAXABcABQAFAAsACwAFAAsABQARAAAAEQARABcABQAFABEAHQARAB0AAAALAAUAIwALAAUA+/8FAAUACwAdAAUABQAAACMAAAALAAAA+/8LAAAA+/8RAB0ABQARABcACwAAABEAEQARAAUACwAFAAsACwARAB0ABQALAAsAHQAAAAsAFwARAB0AHQAjAAsAHQARABcAEQAdAAAAFwAAAAUABQAFAAAAEQALAAsAEQAFAAsABQAjAAUAHQALAAUABQAXAAsAAAALAAUABQARAAsAEQAdAAAAFwApAAUAEQAXAAUAEQAFABEAFwAXAAsAAAAdAPv/EQAdAAsAEQAXABEACwARAAsABQALAAUACwAFAB0AAAAAAAAAIwALAAUABQAXAAUAAAAXAAsA+/8LAAAACwAFAAUA+/8FAAUACwAFAAsACwAFABEACwAdABEABQAAABcAHQAFAAsAFwARABcAFwARAB0A+/8XACMACwAXAAAAIwAAABcAIwARACMAFwAAAAsACwAFABEAAAAdABEAAAAFABcA+/8FAB0ACwAFAAUACwAFAPv/CwAFABcAEQD7//v/BQALAAsABQAAAAUACwAAABEAIwALAB0AHQARAPv/CwARAAsABQAAAAUAHQARAAUAKQARAB0AFwAdAAAAIwAAABEAFwAAABEABQARABEA9f8RAAAAEQAFAAAACwALAAUA+/8LAPv/BQALABEAAAAAAAAA+/8XABEAAAAAAAsABQAAAAsACwARAAAACwALAAUACwAjAPv/AAD7//v/AAAFAAAAEQD1//v/AAAdAPX/CwAAABEA9f/7/wUAEQD7/wAABQAdABEABQAdAAAAIwAFAB0ABQAjABEACwAFAAsABQALAAAAFwAXAAUACwAdABEABQAjAPv/FwAFABcAAAARAAsAFwALAAAACwALABEACwARAAsABQALAAUAHQAjABcAHQAFAAUAEQAFABEAEQALACMACwAAAAUACwALAAsABQALAAUAHQARAAAAEQALAB0A+/8dABcACwAFABcAKQD7/wsACwAdABEABQARAB0AFwAXAB0AFwAAAAsABQAAAPv/CwAFABcABQALAAUACwALAAUABQAdAAsACwAAAAAABQARABEAEQALAAAABQAAAAsACwAFAPv/BQAXAPv/CwAXABEACwAjAAAAEQApAAUAAAALAPv/IwAFABEAHQAdABEAEQARAAUACwAFABcAFwAFACMACwARAAsAFwAFAB0AFwAdAAUAFwApAAAAFwARAAsABQAXABEAAAARABcAFwARAAUAHQALAB0AIwALAAsAFwARABcAAAALAAsABQALAAUACwARAAUAHQALAAUABQAXAB0AEQAXABcAHQALACMACwAFABEABQAXAB0ACwAdAAsAHQAFAAsACwAjAAsAIwALABEAHQALAAUABQARAAsAHQAFAAsAHQAXAAsACwAAAAsAHQAXAB0AFwAFAAUACwALABEAEQAFAB0ABQALAAUABQAFAAsAEQAdAAsAEQAFABEABQALAAAAFwALACkAHQALABcAFwAjAAsAIwAjABcACwAdAAUACwAXAB0AFwAdABcAEQAFABcAEQAdAB0AHQAXABEABQARABcAFwAjAAsACwAdACMACwAmBGEM9f+pAVwBZQXECtn+XPzg+7b+i/xA/iH8bvwU/5H8RP8B/XX+sv0o/kr/OP+u/9n+y/+TALwAiv92AFIALQFYALYA4AAvAE0FDg+qDnIKKAPx/gL3q/gK9hz2lPVn9wD7x/kl/eD7YP2L/Jj+rv+4/T7/UgAwBWAHVwYOBC0BLv4L/jP8fPu3+0j9Jv9j/tQAwP/L/yb/aAE4ASz/QP71/LH72Pnc+qH6UPxM/hcAUAFcAQ0CHAPtAsYB9QGK/wP/9fzQ/e/8n/sq/bL9NQDI/q7/fwGJAukB1gKKBMwBPAJaAgcC3gEBAmIB0f84/yb/IwBX/nv+mP6V/bz+VgEqAnsAfwFJBMIDEwKQ/y8APgEcAxQEJAK6/2oAvgJKAZEBPgGHAM7+Rv4+/ykAKQABAl0DfQJb/4r/ewCy/aT+gf6o/58AWABV/xUBRAGHA3sDzgDZ/g7/hf8g/x0A9fxE/+v+uv8tAX0CTAOJAusDlwG6AS0BFQE+/zL/FwAdAD4BSgFAAyQCxgEkArwAWAClAMAB+wE0A1YBQgL/AncCyAAvAHX+SP3E/b79+f26/GD9//01ADIBVAJAA+kBugEbAasA5f5n/4X/sv20/8r9qv4s/23/A/80/sD/gf7Z/hT/nP92AAUAOAEPAcABxgEXAO//9/6s/Z7+FP9t/0YARgBQAQcCNAM2Ak4C5AFqAGoAbf/F/1r9NP5O/Z7+pP7v/9H/hwBeALQBGQKpAXYAVf/l/pP+FP81AIcAy/8a/1X/qv6q/gsA6f/UAEoBwAFEAdgBPgHyAEQBLwCc/0YAuv9a/e/8xP3t/ZD/9f/9AMABqQFIAhMCPAJiAXkB+/8hAVv/Dv9A/uf99/7d/2gBPgGjASQC6QHj/3sAagA4/339Y/6q/k//Mv+o/y8A8gBWAY8CxgFUAkADsgLAAWgBmQARAMj+TP4X/gX+Ef4m/5z/FwB5/84AcAA1AO//Yf9n/zL/mQBiASQCVgFOAjACpQA1APv/BQB7/qP8Svyr+5P71PsT/Sj+nv7R/1IALP8tAcwBtAFiAaMBDwGfAPv/MgHaALEAy//j/0//BQAo/nX+f/9z/7r/Vf+XAbYASgHCAMwBaAGHAC0BWADaAIX/Uv5E/wX+E/3T/v3+f/+0/0oBhwALAKsAawJoAYsB7wF5Abr/9f+W/9b9ff3C/mX96vye/jj/yP4nASoCGQJxAl8CYgFGAGQAd/3W/RX8Lfxz/IH+Rv6fAHcCeQELAwUD7wEqAjwCKQDUAKUAnP9//5kAzv6m/eX+1v2Z+2D96/57/j7/bQFAABkCHwL7AQ8B7wHA/4X/ZADn/SX9sP6Q/0b+cACFAYcA1ABxAjIBCQEhAboBCQGHAKT+1/8+/2/+Iv6B/pv9Vf9iAZEBIQF5AQ0CUAEJATUA7/+D/Xv+mP40/jD95f7W/cj+4/+2ALYATgLvAZEBSAJEARcAYgHyAGH/TABtASD/hf9V/2H/Gv+W/yz/4/+0/23/vAB5/3n/9wBEAUT/7//IAGf/LP8U/3n/HQARAJP+y//sAMIAugEhAasAIQEZAkAAagB7AJMAPv/x/sj+4/+lANf/ewBcAYsBXAGFAYcAFwAtAdf/OP+u/0r/RP/R/3sAtP/IAGH/tP9P/zj/QP4s/xT/uP1p/qj/hf84/ykATAARAOYAkQHCAGQAsQCZAK7/9f9wAJ8AYf/1/wsAJv8c/qT+b/7K/Tr+/f6c/zsAXAFtAW0BMgHGAd4B1AD1/9QAXgAO/yD/0/51/pP+T//l/nn/iv/L/1IAmQBkAMIAOAERAF4AOwAjAIX/wP8m/yb/Vf/v/0AAUgD3AIsBRAH3AKMBUAEpAOv+kP9X/gX+g/0o/n39V/4U//X/FwBGAFAB5gBzAVABJAIPAQMB2gCXAWoAagDgADUA+/8XAMX/mP4y/+v+0/7Z/uv+Cf+W/7T/LP+i/2H/bf/p/zsANQDCAOYAkwCdAQcC+wFoAYUBnwCBAIX/Dv/5/bj9Qv35/Y3+Z//v/0wAnwBEAakBowFQAZMAOwALAHP/3/6w/m/+8f7F/14AQAD3ALEAov8m/7T/OP+T/kD+mP4J/3//Z//d/67/HQAJARMCGwFtAaMBEwK0AfsB6QHGAcABkQHpAZ0BfwFzAWIB5gBiAZ0BMgGrAF4AAADF/+X+Y/4l/cb8RPzA/J/7pfu3+1D8qfx3/f/9Kv1K/An8f/wb/KX7mftB+y38VP2w/uX+IQEuA78EfAXhBaEHAgeEB5sHxglKCcgLcwxdDmsN+Q35Cv4IDAVfAvP9K/oO94P1TvWc9HX2hvYk+AL36fcq9aj0qfGL8VPwTvIJ9H73E/oN/R0ACQHGAQ8Bef+Z+6363fcB9UP3tgC4Ch4QghgQIVsq8CyMLBklGxxUEjYKOP/38wTuROyY66jsVPLX9177+/wa/+P/IP+p/B/6FPf/9U/3gvj09/749Pod+3r5L/jB9iz0t/DH7hbumu1B7TTrnebp5GrzWwfvFAcdbCVJNco7YEM4Olgx8BzAFIYGr/ku7ovpCOdA4CPorO1z9+jy//UK8ZnzWvI49M7w0e+89rz+QwdxDRIY/Bn7F94UCxPdDH8Bfvea7RnqoedK6ZrlDOXN5nHqn+iU5XfiDd9c5jj0eQH1DM4bpS4+OqdDbUXQQ+M1oCj4GK0HAPvk8XPsWeLY5sDp2vAI75vyGu/+7Rrsbew+7ILtSPWN+54DTAv9E20U2BE6Di0J+wF6+XXzMO2+6rrp3+si6+Hqn+hr4j/edesFAAcK6QzbFf8o5TTCPLo6XTT+I38c4hIKBgr5WfU18BHojeu285r4QPNO8ijuhewU7C7usuqT6ODw/fv+BeUO2xgCGrYWuhSMEcAJTP5F9vPtF+uH63ftzuvc6ufqgega5CPdOduV59z6NweoD2YdojLVPkpCzTzlNPAktRlrDXP/+fVW9KHyZe2h8if5c/wP9D/uO+g/5vDm4uc76F3rwfmWBJ4OOxP9FrURoQqyAjX7k/Ms7HzoBOab6rfw4/TB8WnuYOf56rT/BA5WET8Rzh7TLPw0TzXkL8EkFRTlDrADn/vj9Gf0Geob6QHy+Pgf+rL1SvTP7dfvIfHE8rXub/Pk/PkCAQ2LFEgVIwvaCFIDHP7/9YLwnemr5Rfoe+t/7DDqxunb4vbm3/7HEaIXRRmSJHwuIDXBNAItzB/DEEgN3wPI/in76Pqz727uF/Mc9qT2+PDZ68nl2eu574fzg/Ic+Z0BdAYgD6MRbw4GBXcC9/tH+NL0Pe9E6ezlHOv77OnsneZE4a/mpgUoGTwdRByqKdUzLDLsLvYkoRonCUoJ2f6H/vn9Yf+I8JbswvNn9KPx8+o47PLlKO6T8zX4/Pa8/hAGIgbNDqsQmg2FAR8CKv2U+OvziPAc68HmpuqB6CfmOuAZ38vsYQwVHN8eEiAlMHU0LS9cJ00gsxJkCB8KSAK8AywE6QGn7wbwffIv8AXo4ucR66HnK/Lp9zv7x/nLBAkESQQ6C1sMBAaD/cYBLfzH+evzcvJm51/l4Ogr593hkd4D7KcH6hyAIaYgyCkPMvgrVSIXGxMVXAnfCysHkAcEBrQEA/R16wjvROzB5vzj4u8w7UT0Sfpj/k76QAAOBGH/dAa7CfYJkP9ZBb4CTP6m9e7yieou40flrOI3393Zo+aIBTEdZyJWH70jRy7TKaYglheyFR0LRxBDD4YOogzfBsH2eenZ7sTqneYh4Wjx8/JR9tD6tPxq+Ar5XgDc+tcESgncCiEBFgYeBQf92vNm7yLrAeJN5YrkquDL3FP1zRZgHZEfLxs7JuIlsSNFGSoVKxKGDtYVcQ0XE6sIzv6s6unsS+4n6QjkK+cA+5r4qfyu93r5l/QZ+gv7wv77CVgLsgpVBPkKAQK89v3rPO1c6STls+RR4yjjSeRrAjYY5xhVF3wYzyPzICYiNhjFFzIPIhacF+4PFA9xAoT3fepn9LXu5+qQ5Grw8vsn/Gj5qfGf86rzIfxG+ygG1goLC0UG4gfDBV77y+/M6arrLuuh6inoWuf34/rv0w4mF1AURRHRGrYhMCAgHwAYPhTxDlcZLRGaEF4I8vtY8GDy3fev7rDrgevT+eL6/ftk8/jwJfLx9pX6EQCbCmoIRwXTAx4Fmfuv8XPpGerl6ybsH+qt5/jl5fOHE7oUXhOlEO4azB9gHfsc6RcLFiAPihr8Ef0TjgVX+SHx//V8+JrtQOtE7Mb8o/lg/XrxQfBc8Yn17vr1/5YHvwTgCIcDeAfu+tjxget67gzwye1p617oSuls8jUT5hCWD9cMSBXAHAwbQxrwEbQU+Q29G8gTMhQKBhf7x/b8+cD8CvHw7ozuff0V/PH+h/Nr7Yjwi/Qv+6H9cQIPAT4ElQJjA376s+8J7C7uM/Fs78vs0uk86vH+zBSSDigOMgxfFckYyRhUFbMS2BF2EPwZARWVEkgCavu7+Zj+qfyh8s7wvvWj/Nb6cf0q9WPu+u939bT8wv4o/sr9rgG2A6r+pfhH8Nzvxe+v8QDwte4D7EftXgh6EUQM5QvGCUQUzhPCE7AO2xCkDvARWxdeE34P0gEL/jr+pgIH/aD1sPY1+779wPxE/Hf1evFU8qz1Nfsj+1n4sfvx/k//+vqS9p/zX/Xz9cr1LPf/9VD0fvf7CbgNowliCcEGeA99DQEKigcjCHgHOQm0DMwJZgfeATT+tgDkAcr9ZvpS+0z+qP+F/yr9VP3y+076/ftA/tz9efzc/ZD/RgCB/mj8XPzt/XH9sv2N/p7+QP5A/hz+TADZA7QBmQCjAWgB9QGBAGH/OwDCADsAXAETAswBkQGFAVYBAQL7AUYAkwA4AVwB5gClALYAXgCNAAUAqwBwACkAHQCrANQAvADyAHAA1ADCALYAUgA1AK7/Yf9h/+v+9/6e/l3+Ef4i/gX+QP4u/hf+gf7C/ib/LP+o/+n/HQCrAOYAvADUAOwAIQEDAeAA4AC8ANQAmQDgAI0AgQBwAHsAewCZALwAgQDOAOYALQEbAQkBzgDCAOwApQCfAHYATAD7/9f/iv9K/wP/pP6k/o3+mP5d/lL+df6e/vH+tv6e/tP+IP9//5b/9f8XAFgAhwDCAOYAqwC8AJkAwgCHAKsAgQB2AHsAewB2AF4ARgAFACkAXgB2AJMAkwCxAOwA4ADOANQA2gC2ALwAqwCZAHYAIwDp/7r/wP8+/9/+tv6q/rb+df57/m/+mP6T/sj+Cf8D/0r/Z/+6//v/RgBYAHsAsQDIALwAtgCxAJMAhwBeAGoAagBSAC8ALwApACMAKQAjADsAUgB7AJ8AtgC2AMIAwgDUANoA2gC2AJkAjQBGACMA7//X/6j/f/9b/0T/Jv/9/uv+0/7Z/rz+zv7l/gn/LP9K/23/kP+0/8v/9f8XAEAAUgBkAHAAewCBAHYAagBkAFgAUgA7AEwAOwApAC8ARgBSAF4AewB7AHAAhwCTAKUAqwCfAJMAmQB7AGQALwAvAAsA6f/L/7T/lv9z/1v/T/8y/yz/Jv8g/yb/Mv8y/z7/W/9n/3n/kP+0/9H/AAAjAC8ATABYAGoAZAB2AHYAcACHAIEAewCBAHsAgQB7AHsAdgBqAGoAagBSAEwAOwAjACkACwD1/+P/wP/F/6j/iv95/2f/Z/9h/2f/Yf9n/23/hf+W/67/xf/L/+//+/8dACkARgBkAGoAdgCBAIEAhwB7AIEAgQCHAIEAgQB2AHAAgQBkAFIARgA1ACkAFwAdAPX/1//L/8D/rv+W/3//c/9z/23/ef+F/4r/qP+0/8X/y//X/+//BQAjACMAKQAvADsAOwA7AEwAUgBMAEYATABAAEwARgBGAEAAOwA1AB0AIwAjACMACwAAAO//6f/L/8X/wP/A/7T/rv+6/8D/xf/F/8v/3f/v//v/EQApABEAIwApACkANQBAAEAAUgBGAFgAQAA7ADUANQAvACMAHQApAAsABQAFAPX/9f/X/93/0f/R/8v/y//F/8v/y//L/93/6f/1//X/CwAXABEAIwAjACMAIwAvACkAOwA1ADUAIwAvAC8AIwAjACMAIwAjAB0AAAAjAPv/+//v/93/7//j/9f/3f/d/93/1//p/+P/6f/v//X/9f8FAAsAAAAjAB0AFwApACMAKQAjACMAIwAjACMAKQAjACMAIwAjAB0ABQD1/wUA6f/7/+//4//j/9H/6f/d/93/1//X/9f/6f/v/+P/9f/v//X/AAARAAUACwALAB0AFwAjACMAIwAjACMAIwAXABcAFwAXAAUABQD1/wUACwAAAPv/7//1/+n/7//7/+//9f/v/+//9f8LAPX/AAD1/wsA+/8jAAsAHQARAB0AHQAXAB0AFwAdACMA+/8dACMAFwAFAAAAEQAAAAAAAAAFAAUA9f8FAPX/BQD1/wUAAAD1//v/9f8AAPv/BQAFAAUACwAFABEACwALAAsABQALAAsAEQAFAAsACwAFAAsABQALAPX/+//7/wsAAAD7/wAABQAFAO//AADv/xEACwAAAPv/AAAFAAUACwARABcAAAALAAUACwALAB0A+/8dABEACwAFAAUAEQAAAAsACwAAAPX/AAAAAPv/EQAdAAsAEQAFAAsA+/8AAAsAEQARAAsACwALAAUABQALAPv/AAALAAUABQALAAUAEQAXABcAFwARAAAAFwARABcAFwD7/xcAAAALAAUACwAAAB0ABQD7/wsAHQD1/wsA+/8FABEAKQAFAAUAAAALABEABQAdABEAFwAXAB0ABQAFAAsABQALAAUACwALAPv/CwAFAAsABQALAAUABQALAAUAEQAXAAUAFwAAAAsA+/8FAAUABQARABEAAAAFAAsACwALAAAABQAFAB0AEQD7/wAAAAAFAAAAAAARAAUABQALAAUABQD7//v/BQALAAUACwAAAAsABQALAAUAEQAFAPv/CwD7/wUABQD7/x0ACwAAABcAFwALACMAEQAXAAsAAAAFABEABQARAAUACwAFAAsACwAdABEAFwAXABcABQALABcAEQAXAAsACwAXAAUAIwAAABEA+/8RAB0AFwApAAUAHQALABEAKQAAAB0AEQARAB0ABQAFAAsAKQARAB0AEQAjACMAIwAjAAUAFwAXAAUAEQAXABcAIwALACkAHQApABcAFwALAAsACwAXAB0AEQALAAsACwALABEAHQALABEAEQAXAAAACwAFABcACwARAAUACwD7/wsACwAFABEAHQAXABEA+/8RAPv/EQALAAsAEQAjAAAAIwAXABEAHQAdACMAAAAdABEAFwAXABcAFwARABcAHQARABEAKQAdACMAEQApAAsAHQALACMAEQAjAAsAHQARAAUACwAdABcACwAXACMAFwAdABcACwALAB0AEQApABEAFwALAB0ABQAjAAsABQAXABcAHQApABEAFwALAB0AFwAdABcAHQAFABcACwALABcAEQAdAAsAFwApAAUAFwARAB0AHQARAC8AFwAXABcAHQAXAB0ACwAjAAUAHQAXAB0AAAAXABcAAAAXAB0AKQALAAsAHQAXABcACwALAAUAHQARAAUAEQAFABEABQAjAAsAEQAdAAUAAAALAAUAEQAXAAUABQAFAAsACwALAAsA+/8LABEACwARAAsAEQALABEABQAFABEABQALAAsABQAXAAsACwARAAAAIwAFABcAEQARAAsAFwALAAUAEQAdABcAEQAXAB0AEQARABcAEQAXAAUAFwAFAAsAFwARAAUAHQAFABEAFwALAAsAEQApAAsAFwAXABEAAAAjABEAHQAAACMAEQApABEAIwAdAB0AFwALAB0ABQAjAAsAFwAXABcAFwALAB0AFwAdABEAKQALACMAHQAXABcA+/8XABcAHQARAAsAEQALABcACwApABEAHQARAAUACwALABEABQAdABEAHQD7/yMACwApAAsAHQALACkAEQAdAAAAFwAXABcAFwALAB0AFwAXAAUACwARAB0AEQAdAB0AEQARACMAAAARAPv/BQALABEACwALAAsACwAXABEAEQAFAB0AFwD7/wsABQARABcAAAALAAAAAAAFABcAFwD7/yMABQARABcACwARAAUAFwALAAsACwALACMABQAdABcACwAAAB0AEQALABcAFwALAAAACwAFAAsAFwALAAUAHQARAAsAHQARAAsAIwAAACMACwAdABcAHQARAAUAEQAFABEAHQAAACMACwARAAUAEQALAAsACwAdABcACwALABcAFwAXABcAFwAAABEABQALAAsABQAAAPv/CwARAAUACwAdAAUACwD7/wUA+/8LAAUA+/8AAPv/CwAAAAUABQAFABEACwAFAAsAHQALAB0AAAAFAAAAHQAFAAsAHQAXABcABQALAB0ABQAjAAUAFwAXABcACwApAAsACwApAAsAAAAjAAsABQAjAAAAFwAXAAAAKQAFAB0AEQALAB0AFwAdABcACwAFABEACwARACMACwAFABcAFwAFABEACwAAAAsAHQALACkAEQAXAB0AEQAXABEAIwAdAAAAHQAXABcAFwAdAAUACwALAAUABQAXABEAFwAXAAUAEQALAC8ABQAXABcACwALABcAHQAXAAAAIwALABEAEQAAACMABQARAAUAFwAdAAUABQAFABcAAAAdABcABQAFABEACwARAAUABQARAAAACwAFAAsA+/8LAAUACwAFABcABQARAAUAEQARABEAEQAXAB0AFwAXABcABQARACMAAAAXAAsAAAAjAAAAEQAFABEAHQAAABcAFwALACMACwARAPv/CwALAAsAHQAXABEACwAXABEAFwAXABEAFwARABcABQALAB0AFwAXAAUACwARAAUACwAdAAUA+/8FAB0AEQAvAAUAFwARAB0AEQALAAUAHQARAAAAAAAXABEAIwARABcAEQAAAB0AEQAXAB0AEQAXAAAAFwAXAAUABQALAAUAEQALAAUACwAdABEABQARAB0AAAAdABEAFwAXAAUACwAFABEAAAAXABEAAAARABcABQAFACMABQAFAAAA+/8LAAUACwALAB0ACwAdAAAA+/8FAAUAEQAAAAUABQAFAAAA+/8LABEA+/8LAAUABQALAB0AEQAFAAUABQAFAAsAAAAAABEAFwAAACMACwAFAAUAHQARAAsAEQALAAUACwAFAAsACwAFAAsAAAD1/wAACwAFAAsABQARAAUAAAAFABcACwALAB0ABQALAAUAIwALAAsACwARABcAEQAAABcAFwALAAsAHQD7/wUAEQARAAAAEQAFAAsACwAFABEACwAAAAUACwAdAAUACwAFAAsABQAFAAsACwAFABEAEQALAAUACwALAAUACwAAAAAABQALAAUABQAFAAsABQALAAUACwALABcAHQAdABEA+/8dAAAACwAXABcAFwAFABEAFwD7/yMAEQAFABEAFwAXAAUAFwARAAsAHQAAACMAAAARAB0ABQAFAAUAFwARAAAAHQARABcAAAAXABcAHQAFAPv/EQApAAUACwAdABEACwAXABEABQAjAAUALwALACMAHQAFAAsACwAAAAUAHQALAAUACwALAAsAAAALAAUACwAFAAUACwAFABcAHQAXABEABQALAAUAIwALABcAEQALAAsACwALAAUABQAAAAUACwALAAAA9f8LABEABQD1/wUABQALAAAACwAXAAAAHQAdAAAAHQAAACMAEQAdAB0AIwDR/zsA7//d/8v/KQAjAHYA1/9wAB0AEQPUC+4SVf+b/ff+Jve8+6v4Bfsb/Lr8MP24/VT9gf7L/7wAOP+uAR0AqwAZAtn+pQB//xsByADaAIUBwgDsALQBKQCfABcAY/6RAbT/mQA7AFIAkwClAHsAef+W/xEAMv+ZAEYAHQCK/+kB3f+fAJz/0f9h/wUAEQBqAFv/IQFP/0oBlv+6/+//9f+o/x0AFwBb/3YAZAAvAOP/EQAy/4EAwv6F/9oAT/8m/xMC8f4vANoAaf6ZAI3+2AHc/WIBvP44AQn/EwL3/s7+cwF///IA0/6uAbEA9/5GAHsAZ/8F/sIAVf/GAXf90f+BAG3/RgCTAF3+y/8RAJEB7AAN/XsAVgGc/0gCDAhVBEwD7QKB++n/0/nv/CX6af4v+6z9Y/7M/Br/RgDr/okCewDhAtsCQgKo/18C1//R/+P/MgHx/koBZADj/5D/CQHY/LT/Yf/n/bD+3f9AALQEmAZd/gUDkP8bAWv9qP/f/qz9GwH//Sb/KP5v/i8ApP4fApYEIgYsBO0COgPtAvv/Vf///VIAtP8bASb/Z/99/Y37TPv0+hz5fPij+Tv7O/uH+1j7qfwZ/cD8mP5t/94BEwKoBEEFMwbfBqEHdggzCZMIFQngCHoJwwglBzMGhASsAvcAGv/c/eb7VPon+R740/ZO9eDzsPP88R/y1vKV8ofzzvOc9MT1HvWU9T33UfkNAlILKRCGEc4TUxgeGOYTTRB+D+UOahDdDyAPMgwdCCAEpgJX/qD4QvWG9gr5QfgO9/z2ovdr9TL04vLW8oPy/fOs9dP2QvVz9In18/W09InyB/Lq8aPxj/JeACgWbxYnERQX7COgIKMUyQ0AEK8RchIdEyQQ7Q2SBnMBg/1q+Frqxec97572ZfUN9Rj49vmX+Xf1g/Ij87f4y/8ACA0NmQsECZUKfwmlAFn4vvXe+UT8vfjC89Lxue8P6bjimuVh9yQCewMfChoaJCCaGL0Q+g8MEK4M+Q3SETwVAxSfEO8MSgnn/fDxfu8u8xHzB/IU9x/9Wv0G+LL15fMF85Pz1/e0/2UFawUKBrcIywTs+132V/ZP9471WvIZ8q3yx+4p6OLnWvoTCuQGsgUoFvIjFx5WFJIRexNqEO4P+g92ECgOKwqpBuQGiv+c74HrlfLd9N/u9O8m9538XvsG+A73QfhF+bf7bQGeBlUHPQfcCtQL/QON+zX44fii9wP0p+8O783uJeqG47ji3PLxA2kGsgVGE+0gjR6BFicUOBRqEMcRuhSFFDESPQ9mCrcIsAPA9AnsHfCw82Hv9O+J9fj4fPhh9xb2B/Wq9i35j/0YBdQI5wX0Bw8MtQZr/Vf57Pgv+ED2YPK/7z3vGuwq5QLkifWMBvUEaQNUErggoR2LFC0RiRK9ELcQqRHwEasQCg6pCeYIBgWq9u3t8PHn9VDxI/Bf9er5r/kA+BT3UfZb91H5l/ySAwgHAwQMBWwK8Abh/TP5bvns+C724vJY8LnvrO2l6HzlxPJJBOEF/wKsDXocVhzGFP4QVBI7EHIP/hBFEWoQsA6tCskIpQh7/mTzifJP99L0l/GL9Bz5P/mz9zX4W/eM9iD3HPko/vMCHwLIAAYFzQZ/AYf7YPqK+kH4d/V18wHyF/DJ7Q3qU/B7AC8IAwRdBjgUmxq6FD8OCA+kDgcNhg6cD28Ogw33C7cIiwmvBp387/QS+LP6gfau9Ef4rfrb+Ff5l/mu93v2W/fh+Nj8wP80/hf+EwLfAxr/hPrK+vT67veJ9Qf1pfO78frvmfAx+gQGywfCA1AJShQwFeENsgpKDHIKwAnlC6gM+QrQCmgJUghoCWkG8/0t+aP8of0T+sn4Lfx//Oj6jfvC+xz5Q/ei9zX4nfnQ+jf6Tvpg/Zz/rP2N+538Qv36+kv5zfnh+Pz28/Ua9zz91wTNBt8D+AV/DIMNiAjtBaQG0QTCA+cF1gcUBxoHVQd4B00I0QdGA+v+bf+8AAP/Kv3f/pD/Ov6V/QX+UPyG+UH4TfhL+WD6O/uZ+2v9xf/v/2P+jf5h/2n+Zf3E/Ub+Zf2F/Er8aPyV/UYAowHsAM4AiQJ7A2sChQF5AZ8AKQD9ADACiQIRAwMEZwScBO8ESQRIAlYBlwFKAXYAgQD9AP0A7AD3AHYAov/r/kD+1v0u/uv+Dv8s/+n/gQCZALEA4AC2AGQAIwCW/+X+b/4X/on9+/yu/KP8kfze/FT9ff2D/cT9Xf6k/tP+Mv+K/+n/ewD3AFABlwHMAQEC9QEZAioCDQLYAboBzAG0AZ0BnQGdAcYBxgHGAboBxgHGAa4BlwGdAXkBRAEbAQ8B8gCZACMAtP95/xT/h/4F/qb9a/0Z/cz8uvxu/Cf8/fsn/H/80vwq/Xf9Bf6Y/gP/RP9//+P/NQBkAM4AFQFzAaMBtAENAjwCSAINAuQB3gHAAZ0BnQGXAZ0BnQHGAe8B7wHpAcwBwAG0Aa4BhQFKASEBAwHaAKUAXgAjALT/bf8g/6T+KP6y/WD9B/3e/JH8XPw4/ET8XPyX/O/8VP2b/fP9af7f/j7/f//F/zUAdgDsADgBfwGdAcAB7wENAh8CEwL1Ad4BxgGdAZ0BlwGRAZcBnQGdAZ0BqQGjAZ0BnQGdAZcBaAEyAScBAwHaAKUAXgAdALr/W/8O/7D+NP7K/Wv9Nv0N/cz8o/xz/GL8aPyj/Pv8VP24/Qv+e/4O/0//qP/j/zsAhwDUABsBbQGdAakB0gHvAQ0CBwLpAcABowGdAZcBlwGdAZcBnQGjAa4BwAG6AaMBlwGdAX8BVgEtAfcAzgCfAHsALwDX/3n/Jv/T/m/+//2V/WD9MP31/Mz8xvyp/KP8rvwB/WD9pv3z/Tr+qv4a/3P/uv8FAFgAnwDyADIBcwGdAZ0BugHMAekB0gG0AakBnQGdAZcBlwGLAZ0BnQGdAZ0BrgGjAZ0BnQGdAX8BSgEVAdQAvACTAF4AFwDR/4r/LP/f/oH+HP7K/X39Nv0B/d782Py0/K786vwl/Xf90P0X/nv+0/4m/3//tP8RAFgAjQDOACcBYgGXAZ0BqQHAAeQB2AG6AakBnQGdAZ0BlwGdAZ0BowGuAboBzAG6AZcBnQGLAWgBGwHsALwAgQBkABcA1/+W/zj/5f6Y/kz+7f2b/VT9Kv37/Or80vzk/Or8E/1a/bL9//1X/qT+A/9P/5z/6f8dAGQAqwDyAC0BaAGdAZ0BqQHGAe8B3gHMAboBtAGdAZ0BnQGdAZ0BnQGdAZ0BnQGdAYsBeQFcAS0B5gC8AI0AXgAXAMv/iv9E//3+tv5j/hz+3P2b/Vr9MP0Z/Rn9E/0T/TD9Tv2b/e39NP6H/uX+OP+K/9H/HQBYAJkAyAAJAT4BeQGdAZ0BqQG6AcABrgGjAZ0BnQGXAZ0BnQGdAZ0BowGjAaMBqQGXAZ0BhQFiAQ8B4ACrAGoANQDp/67/c/8m/9P+h/46/u39sv1g/Tb9Gf3v/PX87/wH/Tz9cf3c/SL+e/7T/ib/bf+u//X/LwB2AJkA2gAVAUoBeQGdAZcBugHGAcwBzAHAAbQBowGdAZ0BnQGdAZ0BlwGXAZcBiwF/AVwBRAEDAdoAmQBqAB0A3f+i/2H/FP/I/pP+Uv4c/uf9rP2J/Wv9SP08/Tz9VP1g/YP9vv0F/lL+pP7r/j7/nP/X/yMAWACfAM4A/QAyAVYBhQGjAZcBqQHGAdgB2AHSAcABugHAAa4BowGdAZ0BnQGdAZcBkQFtAVYBGwHmAKUAZAAFAMv/kP9E/wn/wv6B/kD+Bf7Q/Zv9if1r/Uj9SP1O/WD9a/2P/cT9Ef5v/rD+Cf9K/67/9f8vAHAAnwDaAP0AMgFQAXkBlwGdAakBwAHYAe8BzAHSAdIB0gHAAa4BnQGjAZcBnQGXAZEBbQFKARUB2gCfAFIAEQC6/3//Mv/3/qT+df5G/gX+3P2s/ZX9cf1l/WX9a/1r/Y/9pv3h/Sj+af6w/gP/Vf+i/+P/IwB2AKUA1AD3AC0BXAGLAZcBnQGdAcABzAHYAd4B6QHpAd4B2AHGAboBowGdAZ0BiwF5AVwBMgH9ANQAjQA1AO//ov9V/xT/0/6Y/lL+KP7t/b79sv2b/X39ff19/Y/9lf3E/eH9Ef5S/of+yP4O/23/rv/7/zsAcACxANQAAwE+AVwBeQGXAZ0BnQHGAcYB5AHpAfsB+wH7AekB6QHYAboBnQGdAYUBYgEtAewAvACBACMA3f+Q/0T/A//C/nv+QP4R/tb9xP2h/ZX9if2P/ZX9of3E/ef9Bf4u/l3+h/7I/g7/T/+F/93/IwBAAIcAzgD9ACcBUAFcAZEBlwGdAa4BzAHvAfsBBwIkAiQCJAIZAvsB2AGuAZ0BfwFQARUB4ACTAFIABQDF/23/Jv/l/qr+b/4u/v/91v2+/az9lf2m/ab9sv3K/e39+f00/kz+h/62/uX+IP9h/5b/3f8XAEYAmQDIAPcAIQFQAXkBkQGdAaMBugHeAfUB+wEZAjACPAIkAhkC+wHpAakBnQF5ATgB7ACfAGQAEQDF/3n/LP/l/qr+b/5A/hH+5/3Q/az9sv2m/bj9vv3t/fP9Ef5M/mP+mP7I/gP/Jv9V/3//rv/d/yMAWACNALwA7AAtAWIBlwGdAakBxgHeAQECDQIZAhMCJAIZAhMC9QHSAakBlwFzAS0B5gCTADsA+/+i/1v/Dv/T/pj+b/5G/iL++f3z/ef94f3n/eH98/0L/i7+TP57/rD+2f4D/z7/bf+F/67/0f8AAC8ARgBwAJ8A2gAJAT4BaAGXAZ0BugHSAfUBAQIHAgEC9QHvAcYBqQGXAZEBcwE4AQMBqwB2ACMA1/+W/0//Dv/C/p7+b/5S/kD+KP4R/hz+HP4u/kD+TP5d/nv+qv7I/uv+A/84/1X/hf+u/9H/4/8RADUAUgBwAIEAsQDaAPIAIQE4AXMBkQGdAZ0BnQGdAaMBnQGdAZcBnQF/AWIBPgEPAdQAsQBeACkA7/+6/4X/Pv8O/+X+vP6k/pP+e/5v/mn+df57/nX+k/6q/rD+2f7l/gn/Jv9V/3P/kP+0/8v/7/8LAB0ANQBSAGoAhwCTALwA1ADmABUBLQE+AVYBbQF/AXkBfwGLAXMBXAFEATIBIQH3AM4ApQB7AGQAIwDp/8D/iv9h/0T/FP/3/t/+yP7I/rD+yP62/sL+yP7Z/vf+A/8a/zL/Vf9z/3//lv+0/8v/7//7/yMAIwA7AFIAagBwAIEAnwCxAMgA5gDsAAMBFQEnATIBLQFEAS0BOAEVARUB1ADgAJMAyABGAJMA6f9wAGf/dgCW/8kNsRCG+Vn4KQC+/dD6//2z+ir9PP3r/tr7Af33/ij+a/2F/xEApv0F/lwBLwBcAXAI/xVtD9IJLgP3/nb4pvWU9TL0FvYn+Tr+l/xP/0AA1AC0/8IATACN/jr+LwAZAmIBEwIFA3ECAwF/AXMBuP0V/Dj8t/sX+0b7RPzO+0AD1wxECRoH+QJKAV3+dvug+Ir3Bfbx9tv4ivpE/Pn9RgCjAaoDfAX7BHsDsAPWAvMCQgLxAwAFbgZmBxII+ge7Bq4E2wLaAPP9QftY+9j5/viS+av4qfmC+Pj4U/gQ+Zb3zfae9lH2gfbX9zn56vm3+yX9//3r/nYAiwELA1kFJwnADG0PzRGLFAsWLhaXFMQSIA8XC8cGKAOi/x/9vPsO+rf4BPmp+fj4APgg9/H2OvbV9cr15/VX9nj3O/iO+Mn4J/k1+HP39/Zt91X3kvaG9jr2pPbq+UwDqAxDEioV+Bs1I+YmJSWyIBoapxLCC9EEH/2Y9uvzMfIr8ln1CPo1+2D6NftQ/AD7ufeL9Knxk/B38vn1gPlM/kYDbAc0C9kOZBDtDXQJ3QSxALz7NPaL8TDt++l/6czpROmF6Tnu1/dQAfQHWQ26FM4bTSAcIYsfPxzFF78SNg3oB9kDJwFr/S/7uvz9/u396PoW+RL43/Ym9J/wsu0w7UnvJfIB9bv5iv/5AvgFHwrGDLALkwgqBSoCtv6E+n31NfAO7HfqFekC50Xm0+v89q4BpQhDD/gYtiHKJU4l0SK+HWcXwxDMCUYD9/4V/PL4+vcv+yD/FP9i/HD7WvqQ9/fzIfG97XXrtOy38IP1YPpV/3sDQQgQDnQRKRC6DBkKWwe4AqH9/vjI86ruuOrm6Hjn2+We413j2etR+esDvQjRD34aPyQ2KN4nxySfHnEYiRJKDHYFeQGy/Yb5CvkZ/br/l/zV+EP3HPYX8zvwMO2j6Sfp0exg8q73g/3SATkGqguvESMT7g+kC+AI3QSu/5v6ffXw7ovpoeev5tfkZeJF467s/PnFBPkK6BJ/HN4kDSgtJ18j0hwWFpwPfwkDBGIB+f09+lT6Rv6c/w/8X/gF9ofzxe9N7ZPrAeq+6sfu0vRB++kB5wWlCK4M2BGVEvEOvgodCOkEIwCx+yD33vG86+jnw+XZ41bhYt4e4nLv0/4jCMEO7RhLJPgrwSwUKnYjyBs+FI4NgAYBAvX/8vtL+Y37+/9X/tv4/fOA8VHuvuoz6QDoaugg7LzzWPvtAskIZwzBDicRpxJkEFILvQVaAs7+avsS+HXzQe2l6PzmBuUY4p/dvt/366v7JQdXDowZqSTLLYguIizQJTYdcxREDOEFzgDA/wn8r/ly+jj/b/6r+OLyIO8s7HjnH+eE597pTe199fP9/gX9CxQPTRCaEM0RMg/iCtcEpgJz/978gPk09jXw4Oj05Dbifd8e2oXZ8eOD9WUFvw94GlImJTBNM8AvESnxHpsVkQwoBpEBCQGu/7T8D/x1/nP/oPiT8Knp3uZA41fjBOY86tHvqPcqAnoJGBBcEScR/w24DXkMiwlnBCcBcAB7/q789PfG8YHoaeNa3zfcPNcb1g3iPPXsCC0UYR+KKmszgDTaLhUndhu1ERUJWQWJAt8DwgMtAY3+e/7Q/e/0xOq+4iHhTt8H4gvo8O6+9WX9ZgeJDUURTRC2DncKkQkfCtgJngblA/cDBwKw/vT3DPAq5bHdc9lG2PjVCdZc4YH2DwwIGoQiyyoRMUAxjitwI+oZrxFEDNIJowlgCk4KAAVM/nr5KPZ07gjkGN3u3DTgWeWy7V/11PtYAFcG0ApIDZEMvgpwCP4IhQy7DvsMnwjhBQ0CaPyl86zqEeCQ2RPXsNiW2dXaWudE/HwQABt3IA8nMyyOKwsmuCChGqAV2BGCEFUP7Q0RC+0C8vgN8lvvLekm4X7c0N9f5WPrvvIK+Sr9Rv6+At8GrQpGC0wLIwvXDJ8QbBIsD4oHBwLe/D33T+/Q59zf4doB2oTc8t163tTo/fvNDmUY0hzBJJYqEiuBJjUjjR4tGYUUPRL0Dw8MXgjA/3v2Je+37Vzp8+L83r7iO+gM7YPykvYI+kz7tgA2BTYK5QvVDfMNZw+pEYkSCg52Ba7/p/p19vzuWOjg4AreAN1s35fei95O5xn6Eg1JFxUcDCOqKZIpZCYaIhsf4Ri0FD0SORHtDTMJmQDr9tHv9ew26sHjvOAK48zp0+738/f2u/mn+vH+9wPJCEAL3wugDaQO2xAGEIsMKgXT/lz5lPWK72roAeJC37Pf2uBY4MLg6ey6/68RcRheG+UhKSZSJrIg2h6NG7cY3hQDFCUSUQ7LB4P9xvQi7qbtlepG6KDll+ki7tjxp/IX8+/0W/eF/NgBkwhYC5oNZQ2wDkUOWwxsBxsB/fua+C722vA26irliuS/5J7jwuDp5H/0swc8FUcY/hswIHIicx/0Gq8ZVRcRFjIUPhTYEWUN7wRB+zrzue+c78ntk+t96qTuffKT827xG/EV9Ab4cf0wAooHPwmhCnIK3AoECRAGMALz/Vj7/viw9ujvleod6AHq2uir5ZzkPe+XAc8QAxdvFmAaZBujHAgXZxcuFrYWExU4FEYTWw9UCtQAiPjB8QHyOvPW8kfwiPDc8h3z/vDF777ynvZs+mX9HwKQBCgGJAWoBF0DJALsAIr/yv1e+3b4vPOK7+3tGu/h7eHqhelK8cIAKRDxFv0T4hJzFNEX8xVzFHYTAxS6FGIUQBOqDtoI/QBM+yD3sPa/95T4DvcJ9GDyK/IR86HymfOJ9bf4Kfvc/Zb/9f+Y/lr9of3x/rT/uv8a/wH9vfhn9P/ypfMV9KfywfG+8lr6OQYQERcTFA+RDDQO/BFaEloSBBHNEWIRLRGYDgcKfwQpAG/+PP3M/C38Rvvb+Ev2tPRz9An0jfM082f0HPYM+D/59vk3+n76q/sq/W/+Pv8FAEAAZ//c/XP8aPzI/kYARAGfANP+7f3GAfgFbgmVCjUIQQWBAxEDgwLEAucCmwKyAgECGwHd/yb/Cf+0/0YAgQCBAA8B2AEfApUCvgLQAhMCqQE4Af0AkQGXASEBKQAg/zT+//0c/o3+yP7l/pj+Rv75/Qv+af6w/tn+2f7r/uX+IP8+/5z/3f8dACkAIwAXAB0AOwBeAHsAmQDCALYAmQCTAKsA1ADCALYAkwCxALEA1ADsAPIA7ADmANQAwgDIAM4A4ACxAIcAXgA7ACMAIwD7/9H/kP9z/0//Sv9P/yz/8f6e/qr+vP7r/vf+Cf8a/1X/Z/9n/23/Yf95/6L/xf/v/wUAKQAjACkAIwAjACMAIwApACMANQBAAFIAWABGAF4AGwG6AeYA/f75/dn+LQEkAp0BRgCF/8D/gQDyAPcAjQAAAIr/c//A/x0AQAAAAJD/OP9n/7T/EQARALr/c/9E/2H/ov/v//v/1/+0/5z/rv/j//X/6f/X/8D/xf/p/yMAKQAdAPv/6f8AACkANQA7ADUALwAjACMAKQA7ACkAIwAdACkAEQAjAAUAFwALAPX/AADv/+//7/8FAAsACwAjAB0AFwARAPX/CwAFAB0AIwAjACMAIwALAPv/BQARAPX/+//7/y8Aov/A/wsANQAvAAUABQDv/ykAKQA7AB0AIwARACkAIwA1ACMAFwAXABEAIwAdAB0ACwD1/wAA+//1/wAA+/8FABEA+/8LAB0ACwAAABEAHQAXABcA+/8FAB0AEQAjAPv/FwAXABEAKQAjAB0AFwApABEAIwAjACMAIwAdABEAKQAdACMAIwAjACMAIwAjACMAIwAjACMAKQALABEAHQAXABEAFwARABcAFwAdABcAHQALAB0ACwAFAAsAEQALAAUACwAAAAAAAAD1//v/7//v//X/BQAFAPX/+/8RABcABQApAAAAFwAXACMAIwAjABEAEQApABcAHQApABcABQAFAB0AHQAjAB0AIwAAAAAAEQAdABcAHQD7/x0ACwAXABEAAAAdABEAHQAAAAAAAAAFABEAAAAAAAsA+/8FAAsABQALAAAABQALAAUAAAAFAAsAEQAFAAsABQAdAAAABQARAAUABQAAAAUAIwAAAB0ABQD1/xcAFwALAB0ACwAdAPX/IwALAB0AEQAXAAAACwAFAAUABQARAAAA+/8AAAsAAAAdABEA+//1/xEAAAAFAAAACwAAAPX/EQAFAAUACwD7/wsAAAD7/wAA+/8AAAsAAAD1/wsACwARAAUACwAFABEABQALAAAACwAFABEABQARAAUACwAFAB0AEQAAAAUAHQARAAAA+/8FAAsABQAAAPX/CwALABEAKQAAABcAEQAAACkA+/8RABcAAAD7/wsABQD7/wAA+/8LAAAACwARAAsAEQAFABcACwAFAAsABQAdAAUAAAARABcAEQAXAAsACwARABEAFwARAAAAFwARABEAEQALAB0AAAAAAAUAFwAXAAsAHQAAAAsAFwALAAsA+//7/xEACwAdABEAHQD7/xEAKQAXAB0AEQALAAsABQARAAsABQALAAUACwALABcACwD7/xEACwALAAUABQD7/wUA+/8LAAsACwAdAAUA+/8FABEACwAFABEA9f8AAAUAEQAAAAUAHQAAABEAFwARAAUACwAAAAUAAAD7//v/BQAjABEACwARAAUAEQAjAAUABQAFABcAFwAXAAsAFwAFAAAA9f8XABcAEQAdABcAEQAAACMACwALAAAAHQARABcABQApAAAAHQARABcAHQALABEAEQALABcAHQD7/wAABQAdACMAAAALAAsAEQAAABcAFwAdACkAEQAdAAsACwApAAsAFwAdABcAFwAdACkAEQAXABcAFwAdABEACwAjAAsACwAdABEAKQALAB0AKQAXAAUAIwAFABcAEQD7/wsAAAAXABcA+/8FAAUAEQAXAAAAEQAdAAsAFwAdAAUABQAXACkACwAXACMAFwALAB0ACwApAAUAFwAXAAUAIwAFABcAHQAXABcAFwALAAsAIwApAB0AKQAXAB0ACwARAB0AFwAdAAsAKQARAAsAEQAXAB0ABQALACMAKQALAB0AIwAjABEAHQAXAAsAEQAdAB0AHQARAAsABQARAB0AFwAjACkACwAXAB0AFwARAAsAEQAXAAsABQALAAsAEQALABcAFwARABcAEQALACkAHQARACkACwAjABcAFwAXAB0ACwARABcACwAdABEAKQARACMAIwAjAAsAHQARACkAEQAdAPv/KQALAAsAIwAXABcAHQARAAUABQARAAsAEQAFABEAEQARABEABQALAAsACwD7/wUAAAALABEAHQAXABEAFwD7/wUACwAFAAsACwAAAPv/EQAFAB0ABQARAAUAIwALAB0AEQALACkAEQAFABcAHQALAB0ACwALAB0AFwARAAAAHQARABEABQAXABcAHQAXACkAEQAdAPv/HQARAAsAFwAFAAsAIwAXABEAFwAXABEAHQARACkAf//j/0wA+/87AMD/FwDA/x0AFwApAAAACwDv/wsAHQApAB0ABQD7/wsAFwApACMAHQAdAAsAIwAdACkAHQAXAAsALwAXAC8AFwA1ACMAgQC4AnIKEgiT+zTzU/WN/ucFQwd5ATX7evll/e8BxQS8A8v/uvy6/Ir/dwJGA3MBCf/W/ev+8gAHAgcCsQA4/wP/7/+rAJkAAAC0/4cAOgMDDPEO0QSI+MzxCva2/nMErAKX/I74K/r3/okCtgPkAfX/1v3W/RcAbwMcA7wAlv8f/ScBnAReAMj+UvvYATMGlwEj+9755gCeAyIDT/8v+57+IP/UAJQFof0X+zb9KgLtBWUC4/c5+UT8jQhnBOsDePff/ur5rwaABjgBWPt98qQLCwNUAhcA7fWb+s8FfQqSBkT0yvXLBIf+JgT0Bxf+yPsq+CgGxQdiAaMB4+xp/rEQuv8t/FP4IPf/DXcKyP4A8BYDhQFS/hkKz/hP/wn8gw3g8BcIJwFO/XECrvfrA4cDLASK+nYATPvAAXAAVgFNBcABlvchAVX/ff3JBYv8xwa7+VT6AgfI++0FL/h5AeECAACnCsXsvwfWAocAVgkF9sr6EQCIBfr65gjM/MX3T/+QB4UBKgJ//8/4LfwL+2gRkQnP7cj+agAL/koU6vzI60r8igfOC3ECevmY9l0DhAQu/m8DBwKk/v74Ef5K/HIHCQx8+6L3N/oYBU8HKv3d94X8yAPFBBQELflVBAn8lfrICz368f53AsYBugRN+Nbytg48AnEClfoXAIf+eQSX/Fr9FgMvAKoDV/a3+DcSjwJT9Sn7iwFz/4n9ghBi/Ovz6/4vAAMMMQc5+TT2/QP1/HAIvvWi/2IBEAavBtbyKviSDsX/tv62AKMBtPzIAOAQ5f6L/FMFRPT69076xgEpEJz/E/LX9xYGVwbUC3j64PtqAKoDQgLpAf37iPgSBQAApAvk+e8BZPuL/L79cQU2BXH9/f79+zQDUgMw/Ur8SQSsAqn8vAAX+779QgJTBeAAp/ot+UQEEQN5/+//twWJ9REDxw4LC/r6ZwTeAT789QGQ/xn98/Wl84EAwAGl+PT3vP5NDZYEq/ui9/v/nA9AA2758/J9CsYMAf28AEwAsfjH9vkKRAxXA2byOfHo+kgNnA9G85z0iPjf/nIHSApQ/Hzw2vsfB6QGeAdW/OH1W/+CBSgDCQQg/7/3UPwr+o8K+/x1/mMDE/VK/5oFrQoLABb5ZvrIAC4OqQY7+Ij4E/3MAaANCPrpBPn9/PYXAPwG5/24Cm/2Lfn2+dEEvAtiAaD14vKpBsMFDAiNA5HxtAFI/T7/RgvV+NoIJQd6+VP1GwEVCSMAdAYj+0D2XAnz/d3/TwQSCID5+fV4B7r8FAQtBpf8CPfy+BYG+wQ4Af0DQfDNAwwFbvyuBCAE2QO9+Cb/Ogt0+Qr50QS/BKj3yfgaBDUI7/y+8s4AOg4iBpr41/9PBC/7OQbGCff7xP1V77cFuA2u/JEBUPz8+dP+MgEBAm4JXvt/Aav7EPkdCBAG6vzS/CX6bQFjA1IAygKd/Lj9APsX+4cDUgBz/CAESfq2/kQEkwjUAI3+ivrVBbD+wP9XBij+Gv/l9m0BDv/2BuYADPgJAVABKQAWBvn1UgBEARf+igSY9sb8QwdfAn8ETQht9MbxywRpC2sFVgGc/2Lxh/7sCAMB4QIDAbz+Rvs8AmX9UAEXC1D8cPgx+p38ewCKBzj8kfz2+TIB7QII+sf5jwqrCCn7w/j9+5AEkgb++Lr8NgLIA/v85vtQ/DYCCwMv+2sFoALs+339CQG5ByYEAAAi/hr/h/5dAxsJwvu0/MkISfpR9qoDMwnE/QAALARq+H76NQB3CuP/Xf7aAAH1D/zKCjYCcf1dA8j+k/uj/D4BowE+BHMElPU/+SYEjAYXANn+JwEd+2X92wXVBaYCSP1G+6YC1gJGA9f3SvzkAQ4EWv0B/cv3fPiWDyoFG/yJ/VT9WwSLAeQGf//3A3MECPp6+WkDHgXAAf3+QP4X+xMC8gWT/tD9cf0y/80G1AD1AUr8pfuYAzsAjQMXAMz8tv5aAuYALv71/Cv6Y/69BfsBVPr3/ub4fwFzBIf+8gAT+owGMgRr/ef9dwLO/nP8tPxXBsYB5AFfAhH+eQH7/9/+LgPhBUgCRgAE+VQCFgPU+1YB6Pq2AFf+Jv8fAtL8fPvt/cT9kgMb/HX+HAN1A7IC3/5x/ZEB1/+e/v0AqARrAjj8dvsdAF8F1gJu/BP9/QA6/kj9BQOBA9j8FP+4/eYA4wT/Ag8B1gLSAasAmQDeAb4CKP7C/hEAlQKfAPIAcAA8/dP+D/xYAPUBef9z/9gBy/8J/9P+Kv2eAxMC0f9x/Yf+UgMMBR8ChwA4AbD+Pv9//+kBgwK+/Sz/E/0B/fP9qgMLA1z8hPo8/ewATAPvAXkB0/55/O76hwDdBJ8AV/57/gv+q/vR/7r/sv15/y/7Hfvd/9kDOgMtAUr/B/2F/0ADigQkBd4BaAHEAtIBaf5S/i0BwAG8A9sCZADE/ZcBvP5V/2QANv2X/F8CuALgAJj+ofpg/aUAawKYA/MC7/84/Fr9/QDtAqoDXAFQARH+zvtn/yMAjwLx/i8A7/9YAE//Bf6dAZkAvP7A/Cr91ACHA0ICzv4X/i38rvzsAOUDVQS8ANb9E/2e/tH/XgAvAHYAUgCxAFv/Vf+Y/gv+8gAkAjsAlv+s/bj9b/6NAO0CQgLAAbz+c/yB/sABPAIPAW3/Lv5P/6MBTAMfAiz/+f3h/bEA2AGBAH//kwCrALD+B/2m/ZD/4QJbBNACtP+d/If7gf7QAtAC6QEdAPP9o/zl/lAB/wIqApb/Lv40/un/6QEcAyQCCf8D/Db9dgDvATAChQGc/xf+g/0F/gkBhwMqArT/af5r/W/+OAHnAg0CaAGlAJj+d/3r/jgBwAHAARsB/f5O/Zv9UgDpAdgBnwDC/sr9nv60/93/BQA1AKj/Xf7r/lv/9f8pAEAAKQCW/yz/9f+ZALwAUAGLAekBtgDA/2/+6/79AJUCuAIhAdn+uvww/f3+AwEHApEBTAAi/nn8ff1z/xsBUAGHADj/Uv4R/qr+AAAPAbwAIwCi/6T+KP68/vX/RAFQASkANQBkAOYAhQFKAWIBSgHOAEQBowEqAiQCfwHUAHAAnwCZAM4AAwEhARsBzgBAAAUAxf8s/7z+qv4y/z7/Uv5O/Wj8q/sL+wD7avsJ/Lr85Pxu/KX7gfsD/PX8pP4dAFwBGQK+As0DugRrBRwGzQY9B9EH6AdVBwgHRQbJBTsF3QRPBEAD9QHsANf/Gv9G/mX9rvwz/M77WPvK+kP6M/nF9+f1c/RW9Gv18faI+J35Pfr8+Sf5Evhb9233HvhX+Rv81gIPDHcVHxqAGWsVog9sCvoH5AnNDl4TJxTuD60HpP6i90T0l/Tu9yf8C/7O+zf3+fJW8Q3yuvQW+b797ACdAWoA2f6+/WD9j/24/e39of1K/Ev57fXO8/PyofLM8XfylPjEAs8NuhTlFrIVRRHQCmUFAAXeCRsR5xVUFeMP6Afj/z/58/VV95n7FP/Z/s77v/d/9E7ynfEL8wX2r/mL/Bz+Dv9eAMABlQJ9AqYCewOWBK4EjQMZAh0Aefyc95Xy2e7A7PfruuxO8q781gdnDzMR9A/xC+oGHAPfA5EJPxFEF1kY7BOFDPsEGv9S+wv7//04AVABh/6P+hr3G/QN8sbxsPPB9ur5UPzQ/ar+lv81APX/AAA+AdsCyANMA+QBxf/3+yz3TvLf7gHtROxr7T703f9KDLYTMBU7E/kN8AbGAZsC2gi1EUcYmBlcFI0L5AGV+rD2Kvhg/fUBKgIU/zH6PPVi8eLvXPHA9Hb49PpK/O/8C/5n/3AASgEFA/sEHAYQBsMF9QTbAhr/YPoo9jHyDu/d7JjrA+ze8cz8TQioDwgS/BEQDgIHYgEwAnwIsRADF4YZOhaYDgAFa/0W+Xr57f37AUICef9w+5j2PPLX7/7wJvRD91H5F/t5/I/96/7p/1ABxAKcBHEFOwXvBIoE8wJ//wv7pPY88tvtpur46FTqQvLO/rALLxNOFQMUSw5xBUT/1AAdCEsRmhirGyQYVQ8JBJX6X/WG9if8qQH5ApcB1v2/92Lx1e0371jzove5+hn9Uv5p/mP+k/7j/5UCsgVDBx8H0wYWBusD3f+T+7/3gfPf7kbrYuny6Abt/PaHA1EOXhPYFK8RmwqbAjUACQT3C38UsxqTG/MV1AvyALf4ifVw+Dr+QgKyAv0A8vvv9M3uR+3o71z0jvgP/PP9KP7W/cr9sP4VAcUE3AfUCE0IfgesBVoCNP6E+uv2s/JR7jTrPunU6NHs0/YiA/MNOxMwFeQRXguHAxUBMgSfC/0TbBqxG54W+wxOAlf5E/Ua94X89wAHAgkB5Pwu9pDvBu3B7vPyZ/dw++H9e/5p/kz+IP8tAeMEUgjACS0JTQhjBuECmP5Y+x74SvTF7xrsf+nQ567p5PH5/RMK2BHQFaMU2Q5uBg8BlwH8BpYPqBc5HEMaBRNeCNb9Ufb79L348/0tASoCQADW+pPzXe487ZbvyPNq+G78pP6c/5b/hf9AAL4C2wUdCNoI5gj6B1kFlwEF/pX6tvYx8vPtvuqB6OjnOOwK9lQCDQ2HE2kWnxMeDZAEwgDSAdwHDBC6F1IbLRneEX4HNv0c9gf1Qfip/AUAowEvAEz7wPT0727u9O9A8z33WPvz/cX/cAAJAQcCVQSeBuIH9AeQB2kGLAQPAYH+gfvu92/zDu9G617o/OZ96l7zef++CsQSLBdAFrEQ3AckAoEA3wNyClQSEhiAGdYV1Q3xA0b7qvYi9gD40PrK/T7/of27+ab16PL28XLyFfTB9nr5Yvyw/v0AOgPnBQAIggjFB1cG0QRrAkAAjf4l/SP76ffU85zvh+t86M7opO6I+OsDdw3AFGcXcRWADlsHTgJWAbYD+AjZDi8TkRQCEoUMawWc/5/7l/mr+C35TvrK+j36/vhH+On3qPcy9/f23/Z498n4APtS/lQChgYtCQEKBAkIB/EDdgCs/ez7v/pc+Xj3KvWD8q3vR+3D7Q3ytfkNApEJ6Q8pE9wShg7qCRwGlgTLBPYG5AmLDKwN+wyhClsHigROAikA1v0b/Kf6HPl497D2GvdT+Jf5ePro+o/66vlF+Yz51vpr/YEAQANlBYAGhgZHBfkCsQCT/lz8PfoS+Cj2hfQp8yXy0PLb9dD6gQCUBWAKdw1dDpEMtQkOByoFMgQyBB4FVwZyB78HbAepBgQGWQVbBNYCPgFP//v8hPqx+Mv3+vfV+BP6F/ul+8L7vPvO+0r8SP3T/jsAYgEfAr4C/wKbAgECaAGlAJz/Y/77/Lf70PpD+g76CPro+kr8Iv77/6MBTANzBPUEkAQaBEwDrALvAaMBlwGuAeQBMAKPAhEDpAMaBCwE3wNGAyoCzgAa/7j9qfyd/AH9vv2e/lX/uv/p/wsAIwAvADsAKQApACMAKQAjACMAHQD7/8X/iv8s/6r+Rv7c/Yn9Tv0w/RP95PzS/OT8H/2J/SL+3/6u/2QA7ABEAW0BcwF5AX8BiwGjAdIBHwJUAn0CmwKgAn0CTgINArQBhQEnAeAAnwCNAJ8AvADOAPcA/QADAeAAyACfAHsARgApAO//tP9n/xr/0/6N/nX+Uv46/hH++f3c/Zv9YP08/R/9Kv0w/Vr9if3W/SL+gf7T/jL/rv8dAI0A1AAJAT4BXAF/AZEBnQGjAcYB3gEHAgcCAQIBAgEC+wH7AekBzAGjAZ0BbQE4ATIBLQEtASEBIQH9ALEAcAAXANH/f/9K/yD/8f7I/qT+df5d/jr+Iv7//eH90P3E/ab9if2V/ab90P35/Sj+af6k/tn+Cf84/23/nP/v/ykAXgCfAOwAFQFEAW0BkQGdAbQBzAHpAfUB+wH1AfsB3gHeAcYBqQGdAZcBlwF/AVYBPgEVAeYAvAB7AEYABQDj/5z/c/84/xT/A/+8/qT+h/51/mP+TP5A/ij+F/4R/hH+HP4X/kb+Uv5j/o3+tv7I/uv+Dv8s/23/iv+u/93/FwA7AHAAyAD9AC0BYgGLAZ0BlwGjAZcBowGuAbQBugGjAaMBnQGdAZ0BnQGXAXkBUAEbAeAAkwBkACMAFwD1/8X/rv9//1X/FP/3/sj+nv6T/m/+Y/5S/kz+Rv5M/kz+Y/5p/mn+jf6Y/qr+vP7f/gP/IP9V/3//nP+6/8X/4/8AACkARgB2AKUA5gAJATIBRAFWAXMBcwGXAZ0BlwGdAZ0BnQGXAZ0BlwGdAZcBhQFoASEB7AClAIcARgA1AAUA6f/A/3//Sv8g//f+yP6q/o3+e/5X/lL+Uv5S/lf+e/6T/qT+qv62/rz+5f4D/yz/W/9z/5z/xf/R//X/AAAXACkAIwA7AFIAcACTAMIA4AAVATIBUAFoAYsBfwF5AYsBlwGdAZcBkQGLAYUBaAFKARUB8gCxAIEAUgAXANf/rv+F/1v/LP8O/+v+wv6q/qT+h/57/nv+e/6H/pP+qv6w/tn+/f4D/yb/Vf9n/2f/kP+0/8D/1//7/wsAIwAjADsAUgBMAGQAdgB2AJMAsQC8AOYA5gAPAScBPgFEAUQBSgE+AT4BOAEtARUBDwHsANoAtgCTAHYARgAjAO//wP+u/23/Vf8+/xr/Gv/9/v3+/f79/vf+6/73/gP/Cf8U/zL/OP9b/2f/ef+c/7T/xf/X/+n/9f8FAAsAHQAjACMAKQA7AEYAUgBSAFIAZAB2AHsAhwCTAJ8AtgDCANQA4ADgANoA4ADUANQAsQCxAKsAmQCHAHsAcABGAC8AFwAAAOn/wP+o/5D/f/9t/2f/Yf9P/1X/T/9K/0//RP9h/1v/Yf9t/4X/kP+c/7r/uv/L/9f/4//X/wUAAAAXABEAIwAjACkAIwAjADUAQABAAEwAQABeAF4AZABwAHAAewCBAIcAjQCBAIEAhwB7AIEAewBwAFgAWABMAEAAKQAjAB0A+//7/93/y//L/8X/wP+6/6j/qP+c/67/nP+c/6L/nP+o/67/rv+6/8D/y//F/9f/3f/X//v/AAARAB0AFwAjACkAIwAjACkAIwApAC8AIwApADUAKQA7ADUARgBMAFIARgBMAEwAUgBMAEwATABSAEYARgA7ADUAKQApACMAIwAjACkAHQALAO//4//p/+n/6f/R/93/y//d/8v/y//X/9f/y//R/9H/3f/j//X/6f/1//X/AAALABEACwAFABcAFwAXAAsAKQAXACMAIwAjACMAIwAjACMAIwAjACMAIwApACMANQAjAC8AKQApACkAIwApACMAKQAjACMAIwAjACkAIwAjACMAEQAFAAUABQALAPX/7//1//X/9f8AAO//9f/p/+n/4//1//v/EQDv//X/AAD1//X/BQALAAsABQAFAAsACwALAAsAIwAAAB0AFwARACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAXAB0ACwAdAB0AFwAAAB0AEQAFAAUACwAFAAsAAAD7//v/9f/7/wAA+//v//v/6f/v//X/+//7/wAA9f/p//v/BQALAAsABQD1/wAABQALAAsABQALAAsAFwAdAAsAHQAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjACMAIwAjAAsALwALAAsACwALAAsAEQALACMACwAFAAsACwALAAUACwARABEACwAFAAAA+/8FAAsAEQAXABcAFwAXAB0ACwARACkAEQAjAB0AHQAXABcAHQAXACkAHQARACkAFwALACkAEQAdABEAIwAXACMAHQARACMAHQD7/zUA+/9AAO//UgDX/4EAov+xAN3/JA0uC1/4DQJ5/9n+1v1E/7r8Dv/I/un/F/4D/8L+Lv55/3MBAADOAPYGAAVxAgsAdgBp/mX9l/yB+z78h/7v/Lj9E/2p/OH9xf8y//f+BQAD/3//WAA+AaUAjQBMANQAPgE+AQkBtgBeAJ8AOwBz/+n/6f8U/6r+Gv9t/yb/IP8O/xr/T/9b/2f/lv+Q/4X/wP/L/+//nP8a/7T/7/9//7r/4//X/y8AjQBSAJkAXgDd/7T/NQBt/yb/Dv+k/uv+Jv+u//X/nP/A//v/WAApAHsAAABSAOwAmQCBAHYAZABYAMIAIwBqAF4AsQDaABsBOAHsACcB2gBcATIBLQEhAVYBRAEbASEB7ADaAKsAHQDv/+//LP/3/iz/Gv9P//H+0/6T/kb+Ef75/az9of2D/U79Nv1r/fX8Gf0T/Tz9E/1g/db9F/44/8X/LQEkArADkARRBnIH1geCCJMICQmTCDsIeAfqBr0FAAU4BNYC5AHCANf/b/6P/WL8vPv6+qH6s/qz+gD7C/t8+4f7k/vo+sf5U/iz9zX4APhP93j3KviO+Kv4Kvge+Jz3ovfB+dIB/wrpDycUZhpBI7kl5iNAHsEZuRLwCTwCSfpE9HTu4+wG7cvvJ/Ep85T1EvgR+6v7kfxO/XX+vv31/18C9wOcBGUF6AcnCakJHQjFBz8G1wTWApMA3P1m+mf39/O78W7uHOs76GDnDuch5jnmwugd80D+SwYiDr0Y2CTtK9YtxyzvKoYk8hsFE4UJZAAa9z/x2+317Brs0+sB7XjvAfL88QvzFfTE9T33rfpv/pkAhwMOB40LFg4pEIgQwxCOEDcP6Qz4CMMF2AHt/S35AfXJ8Ansduhw5UXj1OCT4M7gheFh5L3t/PnpAf8KVxb8JBotVDCTMW8xMS1FJLcb8hDqBpn7bfTl7kzrD+kO5+jn3umy7e3twe6I8Mjz7fU994H7AAB1A44FjwrZDicRMRL6Es4TuRLVEHENYAqSBjACE/01+Nrzte716RbmY+OZ4JHedN5s34HgEOPF7D/5rgGDCiIW/CTRLYcxrDNLNH0wPCiuH8YUAQoc/rj13+4N6qnm9+Ma5JTlD+mP6jjsHO5Q8a70YfdG+4X/igToBwkMfBCxE9IUoBVdFo8V1hIaD4cLbAd3AgH9lvfW8ijuXOll5TDiuN+r3S/dBN4N317gGed/9Mj+TwfYEVEhiC75Mxs3vzh6N68v8SaCG3IP+wFR9ijuzebV4szeSt6D37DjYuby6PXsM/Fx9fr3H/1tAaQGsgpRDkMSjxX7F5YXnBeeFmIUcg80CzEHDQJE/Ib2d/LP7WLpcOXV4ofgu96x3Rveld/C4Ofi5+oK+ToDDwzlFq4nzTRGOYk7gTxoOsQw3CV2GNwKRvuk7rflM97L2TjWYNfV2g/hR+U+6dnuU/XF+sr9XwKKBwgPnxM0FgoZShxAHi0c/BkcFoARfQq6BD7/q/gN8mHs6ukf55Dk9eFt4ajh2OEH4sTiiuRw5UPndO4z/F0GdQ6AGTgqCznXPa8/DkC6PQQ0tibxFoAGa/VX5tPbLdPAzh/M3c5M1QTejuUa7Fz0B/39A6EHRgvlDikTRBcPHP0ezBxaHf0eFx6BFigOxQfgADP5IfHQ6lXkruGT4FDhZ+Hv4fHjP+ZK6dbqJuzf6xLtQ++/9zQDNAsDFCAf8zBVPfpA9EB+QEw8hS9nH7oMfvre5pjYUM5bxgnDxsPSy+bVE+I+7Lz27wFnDLYThxZRGRIbKx3UHnseqRxPFwYY8hNkELUJOwAn/N30pfD/6qXlsOPZ40flbOdw6Njpuuw379Twk/Aj8Hjvze4O77D2xgF0Cd4R/x1gMFE8/D8fQHo/ITpoLPoaTwdK9ODgZdI5yNzBS8Buw5PNd9pq6Gf0cAAHDZAXgx3IHrofzB95HwUe2RnOE9cPpg10Cc0DTP5i+X/0w/C77rDr5ui86BfrCu5475/wxvGT87r0A/SR8Zzv1e2T64/qkfEc/iIGLg7aG9gvPj32P5BAs0DpOtUrIhllBXTxk920zijFlL8ev9LDfc8b3l/t3PpyBwkUvh0vI8MjrSIHILUckhk2FW8OuQfRBIMCpP4K+d30VPKT8Lnvae587fjtBPFh9LD2hPfR90H4U/ik9o/yV+5G64foduVS6Mb0KQDDCIsUDSgBO+BBnUK6Qno/kTIgH30K7fXx4DbPd8SQvnW9j8GPzCDcxewh/KkJXRZlIGomOCfwJNsgOxuwFo8S8wooA6L/yP58+xz2XvOJ8nTxsfAb8bXxs/Lp9Ij4fPuL/BX89Po9+vr3tvOO7aXoseUk4nXg5uhT+NkDCg5MHgI1TEQER4hGsETzO2kpTBN3/U7nU9KXw4m8aroovffFRtX65975SgmNFowh1iimK54pYiQHHeEV4BA6C8oCI/t2+N33MPW78Tvwk/B68SnzJPX39tv4t/v3/v0AUgC4/db6Zfhh9M/tCOea4mbfhNxg32nuaf5oCYcWRSwZQylMwUpySKFDqjQTHZAEmu1/1g3EN7nUt723qr0Q0F7gnPe/BxoXQSMrLYUvsS4ZKJogPhdvDs4IWgKG+aXzEfOl8xvx5e5+79jxG/TT9m75D/wU/04CrgS0BGUC4f0h+cD0dO5X5mDfAtzL2WPYh+CL9GMGERPjIio7nk+5U4NOJkjRPZsoSA118z/bXcVPtomxU7RQuxbIhts687EIehkRJiEvjjMyMtsrCCKkFp8LvAO6/wz4fu9p7mTwbvF476fvxPK89uT50P3sACID2wUMCJkI/gV2AD36UPQ/7mjmG96H2ErW8tWs1xjl9/tjDuocUC+zSPtY61dvT+lFwzbmG4P92+JFy3y30auOrGu0UcA70n3qfwTZGUYpiDMXOVQ4gTFYJtUYNAvr/lv37vIQ7krpVun+7Wjx7vIH9Zf5vP4WAwgHLQk2CmwKwAkUB50BN/oN8ijr3eRc3hzY7tSH1erWntuC7YQHLxvtKOQ6SVMfYahbCU1NPtEqkQwo63fPN7kDqE2h3ahFuCPKZOC6/GgZgi6XOvA/zT+8OeItsh1EDNL8gPGw6xvpEOY45PTnT+9Z9VP4L/uTAIAGKQtIDY4NnAz/ChII+QKT+33yE+o95LjfBNud1hXWMtkx3EThe/NXDhoigi5ZPrpVpGLfWmRJszjsIywE6eFKxmaxKKLMneOoMLx40SXqxQclJXs5d0PGRXZBaDcWKdkWBQOD8gXoSeTZ46ziQOMV6YnyN/o6/sYBnga8C0kPiBAaD7ALAAjCAyj+UfYw7V/lquDy3QrbIth72BTcfd8a5Of1rxH/JW0yQUFeV9tkS11qSbY0dx3q/LrZLr1zqFqb7JkNqU/BZdo89YcTOjHrREZM5klaQG0yFiEkDTn5t+jG3qXdROEi47/k5etn90wAkAT0BwkM7g9gEhMStg5cCaQDj/2K9/Lwq+gJ4Q/eAd8N30fdI9174LzjAufB9j0S1CZQMghAlVY3ZtBeMUhYMUMar/kZ1M21FqJGl4GXAamNxTbiRv4NHRM7700tUptLmj4xLSgZJgRN8BXhJtkY2pPgw+Wp6c7wk/t/BD8JewuaDVMQ9hHsEAENVQcbAY/6f/SS7njn1OBo3q3fauBm3+TeouF+5HTmyPN2EKAocjVKQsJXE2moY2xL+y9aFUDzm8x0rc2aLZLOlEKpUMsS7TEKSifKQw9VUFXPSWQ58CQWDs35Yulq3WDXZ9lR48XstfH59QX+pAZMC7ALtguUDU8PjA51C5gGjQCd+aXzQ+9U6qjkUOGR4e3ib+PA4cjgHuLK4uTpdQPZITo0SUCSUqloUW1nWN43txiu96TQLa3nlkGOxZCkolXGjO5DDxoqoUPQVttZHUzVNhYhuAqa9WLmq93x2DLZZ+Ex7734t/vz/d8DbArMDFILMQrCC+8MewutB8QCM/xC9bfwHO5I6l/le+N85RPnyeVf4ofgn+Di38LoFAeoJ+Y5jkY9W5FwiG8vVMgu8Qu15hS+zJ1hjfWK1pP2rZ7YkgP0IgM6j07BWnpVEUGmKHQRsfs86mTgZN3U3SHhJ+nn9Wf/y//9/qYCAAglCt4JxgnoCg8M7QoOB3kBrfqB89nut+0a7NznKuUx55/ojuWZ4EHdtdtp2xvptAy1LyVDt1EOZkF3K3FdT5wi3vl80pCr348vhn2Lk5yGvRjtXRnRNaBG/FIXV2xL1zKEFzIBzPFB6H3iNuIZ57brTfCC+Gf/vv1++h/9NAP0B9wKUAxNDSwPDg/JCHsAtfkF83/slerI6x/qAufi553p8OZ54XLcsNhI10vjQwd0LzdI2lc2aad5tnWxVJAiXvPuyQCkCYoeg56M46CrwiPz9iEKPzFLrlCoUIFENy2lE8L+IO9F5m7mj+oY7e/sbu5v8636Kv21+UP6ugFCCtEP+hJME+4PpAs5Bg7/Avds74/qQurz7e7v1e1d66Hqh+i64ajZVNSo0bjXmvikKdZLkV19bAF8xntwX7EruvTLxn+ggoYBgMiM16PmwuLvpCGDQw1OwkxJSNc9LCpaEtn+qfG+6qLsh/Mw9Vbx8+237SnwvPOW9z/5af7SCbYTTRhFGUIVWAuNA8X/cPgU75vqIOy17jfyE/XQ8l/tjeiM4znbzdNp0BvOVdk4BAE741tpaqh2Mn7UcsBNgRZF3rqwSZCzgHaG/ZxWuOHXHAM8MJ9JuUsXRN46DC5sHTYNFwAK9lbxtfFQ9Lr0Ue6/5H3iqOwK+TT+HAPxC9gUDBvAHI0W3AqfAGX4HfNK8avwte6h76r2Pvwf+jTz2evx47XbldS0zgHMX88F4H8MFUXOZ9hzInhoeKdpP0LaCOPRAamWjRaESZDnqUrGe+M7CL0uUEX7RRM79i9MJgkcjhBpBkT/dPnz9aL0IfFw6Mnd+NrP4nLvpP7dDAMX+R2EIskg7RjEDRf+BvA26rzrM+4K8ab1u/n1/Kb9S/mf8DnmkNy51MrPPs7r0BTZdfPlKbNbbHEUdsBz0GnbTlchieqDvBmePo1Rj46kdsKc3IP1HxUVMpo+2DrKMEoneR9uGXsTKg3dBFL76PK97brp1ODt1xzYU+Je8wwIQRhEH6gikCKdHG0U+AiX+VntDeqc7KXwPPXj9wb4ufcM+Nf0wOyc5PDbL9Wv01LVg9ds36z9cjUaY51zAXQ/bdhdOT+rEOjcBLVJm1+OppYFslvRM+mB/vIYvjDgObY0yyoaIjMc7RhfFZQQEgiB+63voee04XHa0tZF2yHmEPnHEZckvihOJYce/ROFCXX+4PBm51bpq/Dx9jD97ADI/jP5MPX48DzqOuOK3FrXI9Uu2FjdBeiLARMwW1uPadpn4WEPVXI1Jwln2aS1p6MJnTmlUb3o3Lj10gmkIeU0pzhBLlchQRivEekMSwaq/tf37PCh6mbnV+aY42/j3Opi+WcMFiROOPI2GSjfGdwHWfXw5s7YX89Y2InqS/n+BZwPpRCVCoIFZ/+Z80vmbNx21XrTXdjs3dTgpu2PFedGzGAYZG1b2kwdOacazvCCyke0uqigqVG959r58pUCjxLbI8MuLy4hJBIYGBDADDMJIAQl/SnzGer05MvkBOYx59PrY/YQBukX0Ch5Mm80DCswFV8CRfF14HbVBNPL2SHp5vvkBt0Mlg9IDSgGIv5F9nvrzOFN3YjdAd9E4fzjoOXR99AlVVBoXb5Z+01JPS4pRAkX4NPAHbLTrdS3eNGa7VIA1AusGK8kLimdJM0ZpA4fCiUKDAgoA3z7mfDu56LkpeX057brUvPF/yAPgx3kJzEtjCzgIz8RPvzr6zffMtnd2dzfCezU+z0HKg3NDoMKTAPq/Nn2T+8v6OHiyt/r4M3jnOQO5EvuHxUkRstbPVu/UEU/jSmbCjLkIsWCt42yeLnL0cvv1wTlDoMVIRxnH0gdVxbfDo8KgQtGC+gHvAAP9HLnxOL/3w7kDuzf9soCZhLlHoMouS1dKVUajQvx/gLvgeOz36PeIOST8En6RgBSCF4LjgXUAOr8l/Sk6zPmRuA52zPbi97Y4aTrdw38Py9c4l4rVjFDOytdDjjprMdhu+i55b2E0Y7tcQLfC/IQDRXLFyQYiRWMEZ4OBhC5Dz8J9f9k82rlYdzq2+/hheyh+rEIERbnIMgmgCTWGukP/AYFAGr7fvcj803wQe0o67TsOfG89gP8QACNA3oJ8w0rCjACpfsN9U/vfO3n6kboB+pf7X7v4vJg+jANiSjyNlg5UTS8KZ0cIQle8x7iiNqF1mPYUeME8e/8gQMaB/sJlA0SEFkQbQ82DdoLJwldAyf8tvNr7U7qe+ur8Bb5FATrDukXvh08IPkdvBO4AtL09exg6kHtJfIY9Xb42Pzz/Zv9of18+1f2QvLL70HtTure5u3i3N8p4GLmhQGxNrle8WJ0Uuk6NSMjCIvpos5Ww13Fh80K3gXz0wMhCXYFbQGBA8QKQxKuF4gYZRiuFx4QlwFT8A3i49lf2qrjyvJjA+YQehkEHNEaAxeWD+QG7wGjARwD+QJh/y/7FvZf7bPn+Ogj8IT6QANiCfUMOg4HClYBy/dk8PPqeOdJ5/TnmegX6M3mbOch9D8ZEUGmTphHOTcXJikTsv2T6HHai9bW18becepB+LwAyABx/fn9twXrDtAVRBemFasTaw2bAu31zuvX5KbibOc88uP/vgpcEcQSGRJFEWMOtQmEBNsCiQJcAWgBtwUKBmv9l/EA6IbmGuw29Vb80gFFBq0HtAQJAZz/tPzB+df3O/jY+QX7gPks9FvvGuyi7Mr1hwsIIhotxyyMJNkZnAyQ/4X02+3A7IzuN/L59d75SvyH+/74HPl1/oIFzgu2DggPcQ3DCMYBcvq49Sz0jvXy+Kb9sgIxB4MN4hI3EtsN/gi0BPcApv0O+vf2pvU+9Mry9vHu8m/zLvPw8bfwsfDu79vtB+pN5UrhoOX9A5o2/Vc+WHpCwimAESv6iepb5MPl5uik603tv++q82v1jvBg6lDx+QITFZYfGiIPH1YU7wQW9vXsfeoW7ov0TvpqADMGtwhNBT4ByADtAtkG4gqSDpAPEg1gBxT///Uj8Mfuue/z8ob5lQKNCEsGAwFg/an8nfxr/Yf+1/+RAXkBW//3+wj6yfjR97P39vki/koBSAK+AhwDFgO4AsQCwgPPBa0HKQhVB9UFGAX3AyoC7AAyAV8CZQLSAZ8Aiv9j/nf9MP3Q/Xn/GwGVAsQCBwLmAHAAAABj/g39l/xa/SX91Psz+az1zPHH7o7ta+1d7lfu2evh5dLhD/FrGBY/yksiP2Ur6RfVBav4yvXw+bf7aPm885TtYOqo7KLsLenL7C/7mQuRFGcXBRY3DwsDmvhf9Yr3Jf19ArYDJwFd/hP9O/sZ+nP8rAIVCSoN2Q7lDnkMzQai/8P4z/XZ9lH5Qfvs+3b7hvk99xz2Evhz/EQBQQW/B5MIOwgCBxYGvwT9AEL9G/zS/Gv9a/1z/OL6RfnX90341voo/g8B2wKgAtIBDQIqAgcCtAEfAtsCvAPlA9kDDgSYA+cCfQKVAjQDjQMRA9IBTACT/kj9o/xK/GL8B/2J/bL90P1A/qr+gf75/YP9ff1O/YP9A/92ANf/5/2F/Lz7H/o7+HP3Z/ew9sz0ofJ39dMDOBekIQUetBR/DDAFef9P/yQFgghZBRH+6/Zs8oDxRvPM9NH32PxIAm0E5QP/AjYCHQCb/aT+iQIIB84IfgcmBPX/kfy3+xH+aAE+BOME0wM2AtQAZ/8o/o/98/07AK4BewBx/fT6hvkM+Pz29PdB+8T9vP7I/pj+Lv4F/oH+hf8hAfMCWwTvBOkEGAXRBIcDMALMAdIBkQFWAfIAvABYAFIAsQAtAakBJAKmAjAClwGXAZ0BOAFwAAUA6f8s///9ff24/dD9of2b/QX+gf5X/gv+0P0w/XD7bvnp97n3nPdL9qXzXvAB7cfuXf7MFPkgxhwTEh8KnARoAXkExw5aFTMRQQVU+g/0VPJY80L1S/mL/Gv92vvq+YD5YPqb+pX6Qv0NApgG1geABiYE7wHF/3n/nQGUBYII0QeQBBsB6/6V/U79QP4XAMIAkP+P/a78hfwD/Nr7M/x3/f3+HQCxABsB/QB2AB0AnwAZAlID0wNjA4MCVgFeAB0AOwBkAAUAT/8O/4X/4/9b/y7+ff1r/bj9Rv5t/9oALQFGAP3+af7Z/hEAFQG6AdIBhQHgAAsAxf/j/1IAZAA1AB0AQAA7APv/f/+F/7T/wP/p/1IAgQB7ADUA0f+i/5b/4/8jAFIAUgBAABcAy/+6/+//HQD7/+//AAApABcA6f/1/wsAHQDd/8v/y//R/9f/7//p/+P/6f/1/+P/AAALAB0AKQAvACkANQBAADUAQABAADsANQA7ADsAQAApACkAIwAjACMAIwAjACMALwAXAPv/6f/1/x0AEQAdACkAFwAFAB0A6f8AAB0AOwAdAAsA+/8RAOn/4/8XADUAFwARAF4A1ADA/1X/+/+BADUABQDL/5MAqwCK/yb/IwCrAIX/3f+rAMIA4//j/+//NQA7AC8AdgClAGQANQAXAC8ACwAdAB0AFwAXAOn/xf+6/8D/rv+0/8D/y//F/8v/3f/X/93/3f/1/xEA+/8LACMAIwAjAB0AEQAjACMAHQAXABEAFwApAB0AIwAjACMACwApABEAIwAdAAsAHQAXAAUAFwAXABEAEQALAAsABQAXABcAHQARAB0ABQAXABcAFwAFAAsA9f8AAO//4//j//v/+/8LAAAA+//7/+//6f/7/+//9f/1/x0AFwAdABEAFwAFABcAEQAjACMAIwAjACMAIwAjACMAIwAjACkAHQARAB0ACwAFAB0ABQD1/+//9f/1/+//4//v/+//4//p//X/9f/7//X/4/8FAPv/9f8XABcA+/8LAAUACwD7/wUA7//7/wAA+/8FABcAFwALAB0AFwApACMAHQAXAB0AFwAdABcAEQAjAB0AFwApAAAABQDX/+//+/8dAO//BQApABEA1//1/+//9f/v/wAAEQD7//X/+//j/wAABQAFAPv/IwAAAPv/7//1//X/CwARAAsA9f/7/wUA+//7/x0AIwAFAAsA+/8FAAUA7/8AAAAA9f8LACkAHQDp/7T/CwARAAsAKQAFAO//xf/p//v/9f8jACkAEQDp/8v/6f/7/+P/AAApABcA9f/j//v/4//1/+//BQAXAAUA7//p/+n/9f/R/9f/+/8dAOP/+//p/wsAEQADAbz+Cf+xALEAJv/7/+YAQACQ/9f/ov+K/1gAkwD1/67/IwApAOn/Yf/R/3AAcADv/+P/FwAFANH/wP/1/0YALwAXAO//+//1/93/1//1/ykAIwALAOn/4//v/+P/6f8RACkAAAD7/+n/4//1/+P/+/8XACMACwAAAO//6f/v//X/+/8AABcA7/8AAOn/+//v/wUAAAD7//X/+//7//v/6f/7//v/+/8FAPX/HQDv//X/+//1//X/+//7/+//+//v/+//9f/1/+//AAD7/wAACwAAAPX/7//7/+//AAD7/xcACwAAAAAAAAD1/wUAFwD1//v/+//1//X/+//1/wUA+//v//X/9f/1//v/6f/1//X/+//v//v/6f/j/+n/4//p/wAA+//7/wsA+//1/+n/9f/p//X/+/8AAO//+/8LAPv/+//1/+n/4//1/+//9f/p/+//+//1/wAAHQAjACkAEQD7/+P/0f/R/+//3f/p//v/HQAjABEABQARAO//1/+0/7r/tP/A/8X/uv/R/xcAKQAFAMX/9f8pACMANQBeAOn/f/9kADsA6f/L/ykAgQBYAN3/xf8FAPX/NQCHAAAAy/+HAHMBbQHyALEAzgAPAf0ApQAjAMX/wP/L/6j/Yf9K/0//c/+Q/3n/f/+c/7r/y//L/9f/4/8RACkAFwAjACkAKQAvADUALwAvADUANQApAC8AKQAjACkAHQApABcAFwApACMAIwAjABEAFwAXAB0ABQALABEAIwARAC8AAAA7AAsAgQDmAHsDcwGd/K7/owEqAnP/Bf6N/kwAcABK/7b+c/+lAMIALwDp/0AAkwBqAPX/tP/A/7T/xf+K/3//rv/d//X/7/8FAPv/EQAAAO//y//d/+P/7//1//v/IwAjAC8ANQA7ADsAIwApABEAAAARAAsA+/8RAN3/CwARAAsABQARACkA1//v/wAABQD7//v/CwAFABcAEQAdACMAFwAXABcAHQARAAsAHQAFAAUAFwAXAB0ACwAXACkABQAXABcAHQARAAsA+//7/yMAIwAjAAUA4/8LAC8A+//X/xcAHQD1/+n/HQAjAB0A6f8XACMACwAAAAsAKQALABEAHQALACMAIwALAB0AIwAjAAAABQApAB0A+/8XACMAHQAFAAUAIwARAAUAAAARAB0AFwAjABcAHQAFAB0AFwAjACMAFwAjACMAIwARAB0AIwAjACMACwAjABcAAAAdABcAIwAjACMAIwAjAB0AKQAXABcAFwAjAB0AEQApAB0AKQAdACkAHQApABcAHQAdABcACwApAB0AKQALAB0AEQAXAB0ABQApABcAEQApAAsAKQAXAB0AKQAFAB0AFwAjABcA+/8FAB0AEQAFAAsAHQAjABEAKQARAB0AEQAdAB0A4/8XACkAHQARABcAEQAdAB0AEQAdACMACwApABcAFwAdAB0AFwALACkAFwAdACkAFwAXACkAIwAjACMAIwAXAB0AFwApABEAHQAFACMAHQAXACkAHQAXABcAHQARAB0AEQAXACkAIwAjAB0ACwAXABcAHQAFABEAHQAXABcAHQAdABEAHQALAAUAFwAXAAAAHQARABcAIwAXAB0ABQApABcAHQALAAsAHQAAAB0AFwAXAAsALwAXAB0AEQAXAB0AFwALABcACwAXABcAFwALABEABQAdABEABQALABcAFwALABEAKQAXAAUABQAdABEABQARABEACwALABEAIwALABEAFwAFABcACwALAAUAAAAjABcACwALAB0ABQAjAAAAEQAXAB0ACwARABcAAAALAAsAHQAFAAsAFwAdAPv/CwARACkAEQAFACMAIwAjAB0ACwAdAPv/IwAFABcAFwAFAAsA+/8LAB0ACwAXABEALwALABcAFwAdAAsAHQAXACMACwAFABEAEQAFABcAFwAdAAUAFwApAB0AFwAdAAUAHQAXAB0ABQAjAAsAHQAXAB0AKQAXAB0AFwAXABcAIwALAB0AAAAdABEABQALAAsACwAdAAsABQALAB0AEQAXABEAHQARAB0AHQAjAAUACwALACMABQAdAAsAFwAdAB0AFwAFAB0AFwAFABcAFwAFACMAEQApABEABQAjAAsAEQAdABcAFwAdABEAIwAdAAsAHQAXABcAFwARACMAFwALACMAEQApABcAHQAXAB0ABQARABcAHQAXACMAIwAjACMAKQAdAB0AFwAdABEAFwAjABEAIwAjABEAHQAjABcAKQAFACkAFwAdACkAHQALAB0ACwAjACMAIwARACMAHQALACMAIwApAAsAHQAdABcAEQAXAC8AEQAdAB0AHQARABcAFwAjAB0AHQApAB0AIwAdACkAHQAXACMAFwAdABcAKQAdABEAIwAjACMAHQARAB0AEQAAAB0AFwARABcAEQApAAsAIwAjABcAHQAFABcAEQARACMAFwAdABEACwARABEAHQAXAB0AEQAjABcAEQAdAAsAIwALACMAEQApAB0AKQARACkAEQAdACMAEQAjACMAIwAjABcAFwApABcAFwApAAsAKQAXAB0AFwAdAAsAHQAjABEAKQAFABcAFwAjACMAHQAXAB0ACwARAB0ACwAdACMAEQApAB0AFwAXABcAKQARACMAFwAdABEAHQApABEAIwAdABEAKQARACMAIwAjACMAHQAXACkAHQApAB0AKQAdACkAEQAdACMAIwAjACMAIwAjABcAFwAXAB0AKQALACMAHQAXACMAIwAjACkAEQAjAB0AFwApABEAIwAjACMAHQAXACMAFwAdABcAIwAjAB0AIwAXAB0AIwARACkAHQAjACMAKQALAB0AEQAdACkAEQApABEAHQAXABEAKQAjABcAIwAjABcAHQAjAAUAHQAjACkAFwAdABcAIwAXACMAHQAXABcAFwAXABcAHQAXAB0AHQApAAsAIwALAB0AFwARAB0AEQApABEAKQAXAB0AFwAXABcAKQARAB0AFwApAAAAFwAdAAsAHQAXAB0ABQAjAB0AHQARABcAIwAdACkAHQAdABcAHQAXACMAFwAdAAUAIwAXAAsACwALACkAIwAjACMABQAFABEAEQARAAAAEQAAAAsACwALAAUACwAFAAUACwAAAAUAIwAAAB0AEQAAABcAKQAXABEAIwAjACkAIwApABcABQA7AGoAcAAVARMCpwpXFhf+YOfAAd4RdAba+2/zqfF//HgHtgu4AqD4yP6TAIf+1v0X/or/uP2V/eX+3vzi+kwAIASrAJb/TgLSAdb9ewODArz+M/w1CPUEF/tVBC7+IP+4/aYFBQvJDSr4wAG/BEn6BfZh9MEOl/nn6kT8yQUk+CAEGA2kDpj+cvL+GPf7g/V/CVwBBf5+91YMwAEo7i4OwPxGAK78UgP4CIfzcf27BlH2+QKEBIf7OvbECjD9y/epAeQJ6PIy/3IHTvWBA+QBR/jB+XQRyfhO8v8C2xDl9o3zFQyUBb/34AD7/zL/FAQi/tD6Bf56CZ7+IvZkAJYHXwJz9GMG2QbH+dP+Xgu591X/OgOu/636SgE4BKL3owEeBTf3mAPpATn5TAO0Abb24QLaALH4F/7CAPcAt/vC+zIEDQI3920EnwAk+MYJKv3F+lgAwv5TBdoAIP/5/dcE+AXP+O39RAGIBej61v0WA9n++wGZ+7D+zAEf+oQH2Pkl8jkRK/pb938EKv0XCOL68vvkBu/8WgKG9mMGoAJdA1L7cQUc/kEF4voaBIcLNPYw/QoGbQFR9pgDxvw2/ZQF2/h9/dkGUPTTA2n+6vktBqT+ewCWBHAA2AEhAXf9FgPAASAEQ/pz/EcIhwCt+nIKD/wfB177ff3UCBEA3vlVBAMBY/YD/1H5bwOB/kv5tgOTAE4C8vsbAWEE7/+NAJQFOASF/PIAEgXc/TMGzv5g/VcDMAJ59Hj6ggUPAS/46QEmBEH41wSZCD/5iAhNBboBKANPBCYEH/3mAH0COP+e/j/5CwNX/szxcQIa/9v1V/6wA94BQ/qp+b4CmQDkAewAmAO8AMgAPgHA/IH+hASWBHUDPAIHCtj5sfvvBFT91/e0BNf/gPnk+bz+Avp7/i8ANgLUADgB6f/1/P8C1gIR/pgDEgi6/7713vzvBCT4wfmXCVL79fQT+lUEyvps8lT9WgJt/3z7Cfy+/Tr+jwKLASkATwQwAvb5IfxrBZ7+qfn9AMIAJf1//ykAJf3gABMCvPsJ/+8EVP0l/cABagDGAc77CwB//En6lv8PAVH5TvouAzP5EPaT+2UCT/+o/24Gff1E/DUALQb/AuoJnQk/+TX7zwXQAnj3sgXYCaf6C/5xBU793vkL/rgCsQBqAKQGj/oF+8wBpAbrA/n99QQ4BC7+PP0DAeQB/QCSA10D+f3y+4/9APtMAOAARP97AD36V/6FAV3+gQBTBZgGsgLE/f37ZAC6/Kj/VQciBsL+kfwXAN4BC/47AAIHrgGB/g7/af55/ywE0gG2/oX/bQRIAoX86f+1BoH+qfnKAqEHGgQ2/QAFiAisArL9FAT/AgH9D/wFA5YEif0F+6UAygLkAVcDEf7E/UkHwwhV/8z8xwa6BLT8yADNAy/7n/vtAvMCIwBcAX8BYgGQBCoF/f7p/wkEeQFp/nn/RgC3+4X8XQZVBEz7QfvWAsMIfgehB00IvgJ5AWsFcQWc/7L9Zf2/+kT8rvxm+kf4IPdSAMgDvADE/Xf9ugGuAfcAzwXNBvv/9/s7AGgBxP0X/iQCaQbTBpcBKv20/I/9rgHIA6oDyAPE/Xv26fcbAVkFyv2F/9UFFgPa+1T9wwW9CEkENQBOAij+APis/d0EawIf/eD7l/wg/4X80vz3AJEBcACT++b4APuS+bT87wHL/7f7IfkF+5MAIgMoA4X/zgB/BPsBdvuN+y4DcwRx/Yv8vAAs/9787f2RAd4Blv+yAsIDCf+B/pQFxwaLAfkCdAYUBEj9nv6cBF8CCwBWAbr/2Pyo/6L/Wv2QBJYHtv7W+ukBwwUAANb9MAUxB1v/cPjy+Mv/rv+N+0T/NANk+6fyJ/m7BlMFofrz/U0FNQA1+6sANANV/3/8zv4gBJ4Dqv76+ov8FAQEBuAAOPyb+uv+WQV8BRkC1ACBABUBsP4F/koBoAKLAcX/wv7Q/fz5FvmW/40DUgC2/tH/y/9t/9b9/f46A3sDyAPlAzr+bvxwAE8EfwT9ANf/3gHZ/vb5Iv7XBL8Evv3c+ib/OwB9/Uz+sgJRBucCof0dAJgDnQF2ABQEXwVK/9v4Jf3QAsD/3/6XASD/YvzY/Nb9hwAbATUARAFz/1r91v1O/RT/y//S/LT8NQBAAFT9J/xz/ywE7wQOBLr/pfgF+8QCqgPgAKr+HP4V/Gb6sv3eAYcApP6PAn8EHP4L+wAAugQtBkkESgFK/4EAqwDh/QP/tAEfApMADv9eAGsC2gCRAdkDugEDAekBUAGNACMA7f31/Of9Sv84/5f8d/0vAD4B2AFiAbz+Qv3R/w0CtAG8/nD7zfkA+8b8Avoz+WD9NP70+pX6TP66AQ8BwgD/AocDpgJhBO0CzAFcAZb/OAGJApEBtP/z/ff+RARxBWkDowFAAC0BNAPlA4UBc/9YAGUCYwPMAU4CaQMwAtACMAIHApsC/QPZA/cAOPx++j36NfjL96L0QvLp9NP54Puz+jH6Jf1t/8L+agDgAGP+3P0u/t786vxi/ET8m/1v/iMAPgFQAWEE/gUOBGkGFQknCXcKnAzrC2QIKAbWB0QJqQaaBTgEuAKdATsA/QDSAcgAPv9AAFgA3f9d/hT/MgEjAJX9hfzN+cb0VPKB86j3lfpc+S726fTr9mD6Wv3E/f37nfmz99P2Xfbf9tn2hPck+OT5SP3O/ioCYAoIEroU3xa8Fu0V7xSBE9oTUxCDCiIG+QJx/bX5H/pJ+oj4qPel+1r9H/2F/0wDbglTDZcJmAOFAeQBZwRpA2P+x/mL9FDxl/GO8ALvIfG285D34fjE9ffzh/Oy9Rz5lvfS8RrsOOlN7QXzK/ohCUYT/hDZDiIWQiAlJZoj9CLrIdkZDBDLB8oCLP9D+vP1D/RF8d3sgu248tH3m/p5/Mv/+QJEBBoHlgwfEg0SbwtNBZgD8QPvASz/I/tj9iHx/u2Q7KrrtOw27UHtkOxT7Sju8O7J8GLxYvEz8Vbxu/F8+44NeRczGWgZwh6IIzUj0iQfKLwmxhyVEo0I9wC1+QP0SPKE78jrnear5UrpHfCG9in73P22AIcDRQZkCwoRphWbFWgRLgvWB4IFfwRvA+P/E/pm8vvs1Ohe6J/oeekz6dPmeORD5D3nf+nA7BzurO0J7ED2fQ1YHgokzyNqJtEqhC28Mc00WC4LHgoRSglIAmr4Eu0F6NHkd+LQ3/Ld6+B05jnufveZACQCcwHdBG0MSBW6FwMXIhYuFjIU5Q5eCIoEYwOdAb79e/N96oLlMuQ/5qfnCOTO3XLcs9+Y5j7po+aU5UXmS+5XBrwejyguKWommy3PMyk2uTiDM4cmjBk3EgIHyvoR6yTl4eVR443gJtlI1xDbHuWQ7wT5E/04/6AFlwkzEeUWDhobHB8aiRUlEvwRdBHdDJ4D0P2d+aL0qu5S6Mnl9+OR4Z/grd8S3Tvd9+CA5lTq1Og354HrDv95HxsveiyRJwco6C2ZLuUxmDSrLocexQ8QBhP6jvD46HfqJerB42Xax9NS2BPioO0q9XD7i/zZ/pgGHA7WFYAZ1hpHG7cYBRMtEasQig+sDa4EIfxO9SDvJO2s6nLn1+SZ4LfdLd5N3TnegeMC57foK+dT5fzueQzKKF4uxifNIaIqTTOiNdY4UTRlKBgYHA5xBRH70+6B6P3oZeVM4EbVJNJB2qDl9u688wL3mvjQ/YoHxBUCGggXkhbxFigZbxaEEnYQdhA9D9EHuvy286nxaPEh8XztHuWE3BTZ6Nwy4STiGOII5BjlVeRt5PjtyAuVKPwsNSPYHLYmLDJFNLM4NTkiLAoZiwy7BlwBnvYx76ztTuep3k/UltE520XmT+z87iPwTvKI+EICSRJDGpsV+hLkFAIaqxusGCwX8xVdDl8FjQDg+3D4uPL77DPp7eJT3ZLbltyl3QbdO92Z4NjhyOCU4o7w0BIAK04o8R4EHJ4ppTY+OlM+NTltJ1IWeA/pDG4GTfh47+ftz+UM3dzU3tOc3Brkq+jQ6tzq7+zt9WMDAhJ9FWEPlg+nEjMZSB2LHAQcAxe5D48K2Qa0ATr+O/h38gnstOH+3ebdE9+A3k/ZB9c/25Hend5k4ErpVQf6IhAkJxzjFyEkyzWVO5I/bzznK58bIhbGFM8QaQMF9g/xRugb4abaLdZ82kbg/OOu5N/jJ+bR7wn8kQloEeULtQlRDtkWSh9YHgwb9hkSGOQR/wqyBbwDlwEC+iXyRuji39/b19z5303dB9cl1PnXHNsS3YniDvpXGQ0gvBZuEaQe6TJSOXU8mj7fNLAhWRgSGwkcYQ+Y/q73xe/45YveItva3SngbN+13hPfk+AL6PPyYf8rCg8J+QLyBccRQh2LHwkc+hrJGDgU1BPEEtcMjAa0/6/5OfEn5u/hyuKy4gDdDtTN0KfUqtis2hTcZuceBesW6BKmDTsTaCc3NaE4KDxAOSYq/x3zIJUl6x7oCjr+H/ox8gHqQOMb4TrgFd4r3CPdaN6B4HLni/Fr/WMD0f+y/QoGZBPDG70bMxmpGXwb/BntFegSNw9mClcDzvut8gnpVeTB4/PidNug0lfQC9Uu2GDXr9tF8S4L5Q7LBysHzRZBKw0zCjf/OC4x9CJfIEgoICo/HN4J7QIu/oP14+yH6O7nouQA3TzaQ9xK3gHiTueZ8Gj5Gfoo9lj7RwjCE0EYexa2FnkXzRamGJccDBuVEiUHvACB/ln4g/L77Bzm0dzQ1HrTpNhH2g7UrtHD3fL7nAzrAzj8tATtHU8tXC8dMXQvZCaYIZgpYi/pJ8YUGQpQCSIDWvqJ8tnu2ese5Wbfdt1k3aHfx+Ox6KztOfFI8oX0IfxuBr4NLxAhEa0SfxeLHC0cTRhQFD8RdQ7gCFIApfiJ8kvuXOmf4HPZtNbW1wnZYtb91Xrmaf79A+/8Ofk3B6oe2CdPKhgrAyfTIdcitCrcLSkjvBN1DtoLdAZv/o71pfOj8aHqpuKx3WzfW+Rs55/oB+oo6w7vSvRq+9kDJQeXCT4MGg9WFHYYORlfGKwVNxKKD50JwgOW/wv7mvX56kzg6Nxs3wvghtte1SPV7OXv/MABvfjA9N4BfBhRIWciOSSkIWQeoCAZKPUqxyHAFIQSlxEdC2kDh/ud+bz2v+8N6sPlquNq5Wznhekc65fpouyh8sH25PzUACAEVgmNCwQOzhMOF78XfxQ9D3UO1wwPCQkEA/xT9WzvAOga5LjiHeA13V3YEtqg7U//F/u38HrxWQUoGWYaRxuhHZsa5xgVHyoorCgnHPoSPBWhElAMVwYfAo0Ao/ns8Dbt3+vt6r7qM+mL6ZHpbOcG7WX1xfec92r4c/8IBykIVgnbDc0RGRXpFAIP6wtkCz4MiwxMA8X3M/Em7IfrsOv85gHi89qm157jTvoRAxb2UuuL9KYNMRomF4oX0Rf3FjYYJh9gJVchSRfuEv0TiBBMC/4FmAPGAUn6cvJu7kPvAPB37SjrUuvE6tbqpfCs9WP2PPUv+OAADAU2BSsHJA3kEdIRdw3zCjYNmg1GCwAFyv2x+DTzd+0F643rpeiD4hTcvt8J9PUB3vm97SnwvwQZFaMUnxN5FCkTthNsGjIiniE+F/4Q9xP6ErYOwwi/BOMEagCW93fyJfLo8vzxt+0+7Ansieqk7oH2Zfjr80jy3vmQBLsGQQXZBtgJPgx9DcEOJg/aC9kG4QX9A8D/3vlC8kHt4eoZ6nDotuM83xnnN/pwAF/1Yezh9WQL5BTKEsERhhGKD/QSoR0zJAseEBGYDgsTvBMvEJcJQQX1AY/95vjZ9tX14PPg8Dnufu+G7lvsjvBT9ZT1h/P19HD7mQA2AoIFZAjuB24JyAsSDekM0gkjCPsEW/+F/Cv69/PP7b7qj+qj6cHjeORO9bQB2PlB7fDu6wPmE4wRGg8KDnMMAg8qGAQhCR+bEsgL+BAtFCMT9wuCBdEErgFK/CH5/vgq+MD0DPBq8MnwTe2f8LD2hvYx8qvwEvjCAKMBgQAoA/4FPQe9CDoLCg7tCnwFZwTNA+8Bf/yy9fzxre+a7fvso+nf463nJ/n3A9758etF8SkI/ROfEMQN4wy8C/MNMxk0IZ8bmA7WCtUQbRQ9Eo8KyQXIA+wAf/wl+mD6w/hn9E3w/PEx8qfvVPKe9ob2H/IT8ur58gBWAaUAgwImBP4FiAjOCz4MGgcLA7gCqgPAAXD7G/TR7/Du8O7V7bzoV+ZQ8Z8Atv4E8VHuGf2KD80RBA4PDKUIGQonFD4fuB3wEaMJdw1kE+YTqA9SCHME0gHr/jb9Af1G+0f4d/Ux8lvvqu5C9XD7Dvev7qDte/ao/8YBef8L/or/NANHCAULvgqEB4cDKAOKBMIDmP7L9wn0VPLD8Irv4+w16AnpAPj1BNj8JO0U764EahNTEGQLcgovCOQJ2xUqIFIbxgwfBzQOIRQ1E/UMngY6A/cAb/6+/SL+fPuY9iPzifK78Z3xDveZ+wj33+7l7lH5PALEAgAAdf62/qkBXgjvDKoL0QTA/7YAOARJBCz/3/aW7wruk/BO8uHtm+cG7b79iQK+9cntO/gsDLURSgxUCv4IiAhtD/oach0nFNQIwAnBEfUUYBKXCVcDcQIfAt3/Iv5z/KX4SvQT8trzavNa8qb1bfdT9Xn08/XT+VL+hwBOApUCOAHtAgIHxgnKCqcH8wKLAcYB+wHA/2j5VPJf7Xzt/PH673zoYOpJ+hYDePdh7Gv19gnPEGQLrwn2CVII6wsSGMgeihdaCrkHqA/nFScUsAsqBSgDJAIjAEAAWACl+1b0tfF99ev2i/Td9J72PvTU8CnzxfrA/13+xvxa/X//OgNPB/gIbAeBA2gBDQLnAk4CC/5F9p/w6O+b8kbzpu136ob26wP//R3w8vCkAykQzAzSCU4KNwfBBlQSVB1jGZ8LpgVtDH4SOxPVDa8GdwKpAcYBtAH9AOz7EPai9HD4J/kF8wrxMveb+tL01PAw9WX94/+b/VL+cADyABkCgAYTCkcIGQKi/48CkgMXALn6KPZv827x1PDy8KDtIuvX9+MEQP7o7yvvjwKMEcEOYAr4CJoFdAbWEhMdQxpzDJYEjwrNETgU6w6MBgEC+wEnAf0AfwHe/J72wvMa9+b42vP88QD4rfqL9ObwTvUF/o0Ak/4+/6L/RP/vAfoH6ApVB2QAsP5CAkwDagDq+W30JfJc8eTxM/HL7EftdvsYBZn7/u2D8oQHgBGJDbIKIQlPBIAGiRUsHwwY+AjRBM4LAhKTE3UOPwa2AOAAtAFOAmoA9Prl9u31JPjf9o/yavPV+Cf5D/QZ8hz2Vvzx/jL/QADv/xr/zAE9B8QKAAi6AZb/kQFxApMAnfzH9sbxeO968UDzze7L7Ef4dQMZ/ebwcvIaBDIPugztChMKLQagBXQRCRzBGQ0NoAUBCuMP4hLrDogIYwMDAaL/dgBIAgX+VffU8+v2dviL9Jnz0fej+Uj1SPLE9er8iv8m/9f/HQD1/38B2wXeCcMIoAJK/2QAlwF2AH/8sPaL8SDv/vA08zfvT+z39pUCLv538qHyawLVDX8M5QsgDL8HrAX2DooaBhtTEGYH2AnBDnQRQw+jCQwFowEa/57+7/+h/VH5X/UH9dP2XfYF9mX1SPUF9pb3q/iv+Z/7j/3sAFQCXwITAtsC+AVeCGwHAwRtAZP+g/1l/Wz6B/UA8IrvVvEa757rC/NkAM4ApvV28K78dwr9CxELmg1KDEsGDwnMFKUbuBXUC1QKMA0UDxYOZAtBCPsEcwEu/v/9HP4b/D336fRn9233C/Oj8Vf2evmY9rbzEvhO/cz83vxiAboErALgAGEE8ghmBy4DNgLkAeP/c/wK+fn1ofIn8RnyzvAU7LLtPfpAA0z+kfQi9ucCuApQDPYOTw/SCc0G4Q1PF4IYRRGLDKgM4wzMDCkLjQi9BUADqwAo/i/7X/jf9u312fb39mTzWPD/8mX4ufrB+RL4AvoJ/IH+KAPZBrcF8wKqAxoHXAnkBvcD/wLkAd3/FfzL92/zR/AC73bw4u8u6xHrg/VqAHX+jvWM9t4BjQgnCU0NQxJ+D1AJ8QtOFY4YUhN4D+MPvw88DQcKIwhuBjgEwAEm/7z7avjP9dTzLPS+9cz0P/Ev8Fz0o/mn+vr3gvhE/BcApgLFBPIFdgUkBR8H+wkPCQwFKgKdAUQBdf7B+X/0L/CI7eftqu6Q7NPrRvNI/dP+2/j89jr+dgWCCO8MGRKpEe8MSgzmEJ0U1BPkEYYRUxA/DoEL7gcyBDAC6QHyAF3+I/v698LzIfER8yj2oPUL8w/0Vffd9+H1Vfcz/Cz/+/8NAqYFYwYUBLADXQZNCA4HtATQAv0A+f2b+rz27vKf8Jnw/vAr78nt8/J5/A8B8/01+2f/TQUIB3YIdw0zEaIPSA2SDgoR3Q9KDEwLkQxIDY0LDAjTA5MA5f7c/Rn9yPuK+oL4NPZ39S72S/bX9K70nPcd+5P7rfrU+xz+W/8FAA0ClgRZBaIE7wTVBVMFOgMnAd3/2f5r/Rf7Kvhf9bzzBfN98nrxofL691L+IQGBAKUARgMwBe8ErAW3CC4LaQuwC2sNpA7jDKkJvwebB6cH0wZTBfcD1gKRAd3/5/04/Oj6BPlz94T3sfgh+UH4QfjY+VL7O/sL+2L8Xf5b/zUAtAF1AzIE3wOYA6QDNAMfApkACf9A/qH9f/z0+sf5S/kK+Yj4X/jD+EP6B/3d/2gBBwIuA5YEUwX7BLQEtAR/BBoEFAR5BL8EhAQgBPcD2QOBA8QCxgH9AFIAwP9h/9n+V/4F/uf97f0R/jr+Uv6w/ib/tP8jAGQAmQDIAPcAJwE+AScB7ADUALEAjQBwAEYABQDF/5b/f/9E/w7/zv6e/m/+Ov4R/uH9uP2D/X39ff2P/db9HP5j/rD+9/5b/8D/FwAvAF4AmQDUABUBSgGFAZ0BowHSAekBDQIHAgEC6QHSAboBqQGXAXkBVgE+ATIBDwH9ANoA7AD3AOwA/QD3ANQAqwCTAHYAZAAvAAsA9f/p/8v/xf+o/5D/W/8m//3+wv57/kb+Bf7K/ab9lf2D/X39ff2P/Y/9of3E/ef9KP5p/qT+0/4g/4r/3f8vAHYAzgAVAUQBeQGjAZcBnQGdAbQB3gHpAeQB2AHGAboBrgGdAZEBiwFoAUQBLQEPAfcA8gDmANoA1ADUAMIAwgClAIcAWAA1ABEA6f+6/5z/f/9t/1X/Pv8g/wP/0/62/pP+Xf5G/ij+HP7z/fP97f35/QX+//0c/i7+Ov5M/lf+jf7C/gP/RP9//9H/HQBSAJkA2gADAScBSgFiAYsBlwGdAZ0BowHAAcYBzAHMAbQBnQGdAZcBcwFWAUQBGwH9APIA4ADOAMgAvACrAJkAgQBqADsAIwDp/8D/qP+Q/3P/bf9h/1v/T/84/yD//f7f/sL+nv6B/mP+Xf5M/lL+Uv5d/mP+Xf5p/mP+df6H/p7+qv7C/vf+LP9t/7T/+/8vAGoApQDgAP0AIQE4AUoBcwGRAZcBnQGXAaMBtAGuAZ0BnQGXAYUBaAFEAScB/QDyANQAwgDCAMgAsQCNAIcAgQBeACkACwDd/8D/qP+K/4X/c/9z/23/Z/9h/0r/Jv8J/9/+yP62/pj+nv6Y/pP+jf6e/qT+qv6k/rD+qv6w/rz+zv7Z/gP/Dv9K/3n/rv/p/x0AZACBAKUAzgDyAAkBIQE+AWIBhQGRAZ0BlwGdAZcBnQGXAX8BeQFQAUQBIQH9AOwA4ADgANoA1AC2AKsAkwBwAEYAIwD7/93/xf+u/5z/iv9//23/bf9P/0T/Jv8J/wP/2f6w/qT+nv6N/pj+k/6k/qr+sP6q/rz+yP7O/sj+0/7r/gn/Dv8y/2f/hf+6//X/IwBSAIcAhwC8AOAACQEVAScBRAFKAWgBfwGFAZcBkQGLAZEBbQFcAUQBLQEbAf0A/QDmAOAA2gDIAMIApQB2AF4ARgAdAPX/0f/F/7T/lv+K/3P/bf9b/0r/Jv8a/wn/8f7O/rD+qv6Y/qT+nv6w/qr+sP7C/tn+3/7T/uv+A/8J/yD/LP9K/3P/f/+u/9H/EQAvAEwAdgCTAM4A4ADyABUBLQE+AUoBXAFtAX8BaAF/AYUBeQFtAUoBRAE4ARsBDwEJAfcA4ADgAM4AtgCHAHYAUgAvABEA+//R/8D/qP+c/4X/Z/9V/0//Jv8g/w7/9/7Z/sL+tv6q/qr+qv68/rD+sP7T/t/+2f7l/v3+Cf8U/yz/T/9b/23/f/+c/8D/1/8LACMATABwAIEAqwDaAOYA9wAVATgBOAFEAUoBUAFiAVYBYgFoAVYBRAE+ATgBOAEtARUBCQHmANoAtgCTAI0AWAApACMACwDj/9f/uv+i/4X/ef9b/0//OP8U/wn//f7r/t/+zv68/rb+tv6w/rb+sP7C/tP+0/7f/vf+9/4J/yD/Mv9b/23/hf+c/8D/xf/1/yMAKQBeAHsAnwC2ANQA7AAPASEBMgE4AUoBXAFQAVYBYgFcAWIBXAFiAW0BYgFQAT4BOAEhAf0A1AC2AJ8AgQBYACkAIwAAAN3/0f+u/5D/c/9b/0T/FP8D//f+2f7C/rz+tv6q/rb+qv6w/rD+wv7I/s7+2f7f/v3+Cf8O/zL/W/9n/23/lv+0/8X/1//1/xEAIwBGAGQAhwCrANoA4AD3AA8BLQE+AT4BUAFoAVwBYgFzAWgBbQF/AYUBcwFoAVYBRAE4AQ8B7ADOAJ8AewBkAEAAEQAFANf/0f+o/5D/Z/9V/z7/Dv/9/uX+wv7C/rD+pP6q/qr+sP6w/sL+wv7T/tP+2f7f/v3+/f4a/zL/Sv9t/23/nP+6/8v/3f/7/ykAKQBAAGQAgQCfAMgA4AAJAS0BPgFWAWIBcwGFAYsBlwGXAZcBlwGXAZEBhQFzAVABPgEVAQMB1AC8AJMAagBGAC8ACwDj/8D/ov+K/23/Sv8g/w7/9/7r/tn+wv68/qr+sP6w/rD+tv62/sL+yP7O/t/+8f7x/g7/Gv8+/1X/bf95/6j/xf/R/+//AAAjACMAOwBqAHsAjQCxANQA7AD9ABsBOAFEAWIBeQGFAZcBlwGdAZcBnQGXAYsBhQFtAVwBMgEnAfcA4AC2AIcAcABGABcAAADd/7r/kP9t/0//Mv8U/wP/6/7C/sL+sP6k/qr+sP6q/rb+sP68/tn+8f7r/v3+Cf8a/yz/RP9h/3n/lv+0/8X/3f/p/xcAIwApAC8ARgBYAHAAgQCTALwAzgDgAPIAFQE4AT4BUAFWAVYBcwFzAX8BhQFzAX8BYgFQAT4BRAEVAfcA2gC2AIcAcABAACkABQDd/8D/kP9t/0r/Jv8J/+X+0/68/qT+qv6q/qT+qv6q/rD+vP7I/tn+6/79/gn/FP8+/1v/Z/95/6L/tP/F/9f/+//7/xcAIwApAEAARgBSAGoAewCHAJMAqwDUAOAA9wAVATIBRAFQAW0BhQF/AYsBhQF5AWgBYgFEATgBIQH9AOYA1AClAI0AWAA7ABcA7//F/5b/ef9V/zL/Cf/9/uX+zv7O/rz+tv62/rb+qv7C/s7+0/73/gP/Cf8a/0r/Vf9n/4r/lv+0/8X/1//X//X/HQApAB0AOwAvAEYAUgBeAGoAgQCHAJ8AqwDOALYA/QDgAEQB/QBEARUBfwEhAaMBkgOQDxcIQP6ZAC8AcAD/CoMgfhJGC6gEo/k37/3rB+oM7QjvlPU9+ir4ofom/xf+pfvx/vn9M/xK/3kBkwDaACEB4QKcBGMDkQETAi8AY/6ZAEb+5vv7/F3+5/2F/5b/Cf/v/2QAVgGyAnkB4AAoAygDawLDBbUJzwWhB5IGnAQFA3MBWABEAVIA7/8PAUT/df5P/xr/o/zY/Lf79PoV/Jn7avsn/Lr8pv3A/6L/hf/9AIUBvADaAPn9QfvB+aL3pPZR9lP1lPXV9UD2ePdf+Hj37PjW+jX7+f08AhQEWwfIC3QRGRVVF/0W0RdlGFYUpRApC7IFrgFv/pf5jPam9br0PPXK9WP2xfc1+Cr4r/mh+j36cvpS+yr99f/SAUYDLQZIChINSw6sDcQNIg68C8UH/QMbAdb9Kft8+Ev22/WU9aD11fUu9i72gfaB9oz2UfaO9R71lPVp9pj2Y/Y996X4rfos/wYFtwhKDNIRKBlOHSgexhzyG9warBVyD0kHWAB2+7z2ifKv7sPtY+6Q72LxUvOg9bb2L/g9+nD7dvtk+zb91/82AqQDKAaRCX0NMxHKErYThxPuEl8QLAyKB6MBMP1w+E716PJB8FXvxe+d8bjyZPOf86L0NPY09qb14/S69BP19fS69N301fUO97z7AwT2CUUOGxQlHYYk7Ca/JbMi4SBwG84TAQr3/t33JfI87aXojOaV5+rpQe128A/0S/a594/6tPzY/A/8bvzI/nkBqgNXBjMJQg0xEmUVexb3FkQX1hXSEd0M8AYbAQv7WfWv8dvtTOv56vHrHO6/7x/y9/P39jn5ePo9+hP6Rvsj+5f5GPii97n3s/d19i/4AABuBhELLA+wFswfCiTmI30gZx+CGwkUmwqK/3b4JfKW7HboReah5yrqt+1o8Sj2r/no+gH9Mv8XAKr+Jf3t/aUA7wERA00FXAk0DjMRvxItFKAVwBTYEZIObAqEBJj+LfmO9djxw+2k62fsx+4v8CfxHfNj9p35F/uP+kP6pfti/Oj6dvio9zf3wfYK9un0N/co/k0FrwmwDt8Wlh8KJM8jJiK4IAQcMhTiCuAAvfjG8QnsL+gt5knn0ukq7VDx//Wp+S/7Qv1V/+P/yP4w/Vf+KQCRATQDzwVCCoYO2BHyE74V9xZfFRkSaw2rCAsDFfxR9qnxu+6266zq6+vJ7dTwxPLn9QT5fPvv/O/82PzM/AH9Qft6+YL41/f09wj3mPaW9y7+4wQzCTYNERN/HGUgjCGHHt4cYBpeE8gLUAHN+bzzte4X69znzuis6ozu/PHE9dj5cPsL/vX/5gAjAIH+IP/CAOQBHwIDBB8HkwvTDu4P6hGlE+wTtREoDmwKZQURACX6z/W78RbuROz3673tT++L8XP0xfcL+wH9Ef5A/tP+0/64/av72Pm9+H73tvZC9eP0kvYl/bYDSQdbDEYTaByDIHcg1B48HfQaexOBC4UB/Pm09KruC+vF54HoRutL7iXysvXk+Qn80/7UAEQBqwD3/sv/AwGLAZcB8wJjBloKKg2GDicRvxJGEwgSbw5eC4AGGwGH+/z2s/JL7ors3+tN7YzuO/AD9AL3s/rq/C7+nP8dABcAgf7v/Pr6gPnj9/n1zPQ49LL1avtoAcMFHQu7EcUanB/5IH8fXh4nHNAV7Q0oA3D7a/VV79bqaOa15mLpy+xq8AP02/hz/OP/5AHEApUCcwGRAboBlwFtAe8BJgTFB7IKtAwsDyUSthPuEssP1wzmCF0DE/3Z9mzyLu4R67rpE+r364zuMfJA9iv6rP0pAN4BrAKJAqMBov9C/SP7/vgC95f0wvO09Ib5xf/ZA6UIYQ9ZGBEeIB8jHmYd8hsuFrgNbQRo/Ev2O/BS67/nweZi6Srtq/Bn9BD5of0PASIDVQRtBBYDXwJOArQBjQBkAAEC0QQlB1IIHQtXDp8Q8hAYEO0N7QofBxMC2Pws96fy0+7X7A7ssOsk7afvyPOo96H6Wv3A/w0C0AIBAi8Ak/5U/YT60fcH9WTzyPNd9tr7LwAGBfkKGxTUG+setB9KH+8fBBxcFC4L+wFk+7DziO3F55DkjuUF6OXr3+7O88H5yP6JAlUEFgYiBrcFOwVVBNACLQGdATQDAAUiBhIIwguQDwoR4w/rDsQN0Ap8Bd/+YvnS9J/wT+zY6brpyupf7ZnwxvTy+Mz8mQAiA5wEogQDBI8CnwDE/cr6y/cT9V7zLvOq9uD7RgCuBEALixRYG74dpx0uHkYepBl0EV4InwAO+tbyluyV56DlCOcN6kftzvAo9v375gCeA9sFZgdsB1EGTQVJBGUCmQCTAOkBqgOiBKQGPAqODX4PLA86DsAMAQqaBfX/Q/pI9WjxCu51677q6+tX7qnxNvUt+aP8lv8HAmkDKAPpAUYAKP6B+y/4WfXi8lTya/VO+mn+QgIhCTsTuRouHvceHCFPIgUe3xa+DfIFHP5l9TnuxedD5HXjO+Ve6JjrBPH89h/9eQHdBMUHZAhHCAwIGgfFBCQCeQE2ArgCmwLNA68GKwqLDPsMgw3PDRgNdwrVBeAAYvxf+IfzVe+07HvrDuxT7TXwh/Oq9q36yP4fAvEDZwTRBOMEngP9AMr97vpZ+Bz2dfNa8r71fvqT/uQB3AczEQwYpxopGw0dLh5sGkYTaQsSBYH+pPYG8NbqUujQ5/jok+vZ7pnz+PjK/Z0B1wRbB/QHmwdJB68GigQBAlABKgLzAucCbQT6B74K8QsPDMAMrgwBChwGtAEo/ob5c/TO8EXuiO0B7eHt4u/Q8oz2IfmZ++H9RgAtAVIAMv/t/br8Mfr39k71IPcd+1T9EQAGBb4NlRVFGQQc2h7TITYgxRpiFDwN8gXv/H/0w+2E5xTkvuIa5Izm3ulb73H1k/ulAOMELwjeCToLWAsfCpAHfAXdBFUEuAL7AXUDOQaZCJ0J+QptDMYMzgvOCE0F4AAh/Fv3xPLH7m/rB+qm6m3sIO8r8ob2vPspAHUDUwUlB3YI0QfnBbICLwAl/bX5Bfbo8uLypvU5+ez7nP+eBg4P6RRVFyIZDxz7HFEZ/xKiDOQGEQCO+E7yZe0f6trotOk+7OXuxPLX9xn9SgE4BLUGDAiTCHAINwc2BbgCowGLARUBsQCRAVsE0QdoCRkKpAvADAkMBAk7BboBxP0c+fHzfPAo7uns4+zD7XzwgfN79ur5+/zF/w8BiwFtAcIAZ/+0/Pb5fvdd9jv4YPpz/MX/GAVlDVgTRBdsGhcepiBMHggaFRQiDtkGvv2S9g7vaOmO5dnjKuVF5sDpqu7G9Ln6f/8+BJsHMQqTC9QL4grDCPYGwwV5BJUCiwEqAj4EyQVLBvQHwAkuC2YKRwgiBkADxf/u+ob23PKz76ztbexN7eXuSvHS9KX4+/xwAMoCvwQEBlEGRwUcA4EAxP3K+nj3YfSq8y72Fvle+7b+MAWDDfoSyhVTGC0cvh2QGk4Vog+PCo0Dt/v19GHvdeu86Gro0unf65DvG/R6+Uz+DQKCBcsHUAnqCVwJ1gdxBUQEwgPtAvsBHwIOBBYGCAehB84IqQnyCK8GMgSpAUD+E/oi9mTzVvHo71vv1+/Y8UT0nvY5+dT7sP5eAP0AUAH9AFIAV/6Z+5351/fj92j5APvW/T4BAgeaDU4SFhb+GIUcVB3FGqQWYhEmDK4ENv119vrvTOuz5wjnuefy6ETs8vCk9nz7uv/9A2YH2AmhCsQKAQpHCMcGWQXlA0ICiwHQAq4EsgVdBgwIxgl3CuwIzQbLBNgBC/5R+Wv1JfKK7/jtd+2G7i/wvvIu9tP5SP3X/xMCAwTLBJAEOgOjAZb/o/yX+bz2nvZT+Cv6CfxP/44FcwwWEQkUGhfoGvgb+Bh5FMUPvgrlA3n8+fWT8ErsqekV6fXp2es37/fzIfm4/bQBZQU1CMYJZgoZCqUIhga/BJIDHwJEAZcBawIaBGsF3waICBUJyQiEBwoGRgOF/8L7APgk9RPyBvCE79HvRfH/8n31WfgL+4P9LP8pAGoAKQA4/2D9NfvP+D33v/d6+Yf7Rv7eAU0I2Q5wE80W/BmPHdwdABtjFmgRyAsUBLT8mvVV77jqiucO55vnOOnj7MbxQ/cJ/J8A7wQACAcK0AoFC9gJxQciBssEKANtAbwA5AFjA3kE+AWnB50JNgqjCVIIOQYoAyz/Qfsm9x3z9O8Q7prtz+0378bxB/Xb+Gj8f/8TAvcDJAUYBdMD7wGW/9L8jPl19jz16/YK+bn6C/6kA0YLjhC8EywX+hrYHB8a1hUzERsMWQVg/fz2UPHL7MDpq+gB6sjrK+/U8xb5HP7kAcMFnwg2Cr4KMQrOCGMGTwTEAlAB+/+W/9QAoAL9A18FswepCTwKCQmhBxYGFgPf/n76IPdQ9FDxFO+v7tzvgPE688r1+Pgb/Ez+Yf+HAOwAhwAJ/7r8rfo7+J72c/eA+bH7Uv6sArsJJBBQFK4XdhuTHsodJRo8FTsQuwmRAUn6XvOI7VDp5OY95y/ooeol74X0CPpj/pUCCAfSCcoKiQofCrcIkga/BNsChQEjAEYA5AHzAnkEaQbDCHIKBwohCQYIpgUZAqb9gPnb9THyYe/D7Y7tgO5q8EbznvZ4+gX+1AAWAzgEnAQOBFQCQAAw/Q76/PZ99cH24fhq+0r/rAVlDcQSXRbwGe0dRB98G5UVig+LCcABQfgj8DbqgOYm5GPjTeUz6fbuNvVk+zgBrwZvC1EOlg89D8kNkwufCMkF/wKHAD7/c/+TAPUBqgM/BmQIAQoxCvgIKweQBCcBf/yE94fzgvCS7gHt6ezH7p3xkfSz9177qv7UAOQBGQK6ARcAQv1m+k/3KvUF9hL4ePqN/ssEmg0nFFkYDR3rIUUkCiHoGlYUQg0aBFf5BvAp6M/ip99F3ljgIORl6szxEPlMAHoGOAz6D6MRhhGoDwcNuwl0BhwDQAC2/lf+Z/8+AQsDsgU7CK0K9wv/CmgJHwcaBH//kvnj9Ivxr+4a7FLr7+yn7+7y2faN+/X/hwMQBnIHswd0Bt8D5gDk/IL4PvRT8EXu7u8V9Mv32PycBCwPOBfoGkYeQyJRJBIgkBc3D8sHqP939UTsIeZ14zTj/OMT51Xsk/Mv+xsBUQZgCncNtg7bDWkL7gdtBGIBOP8l/QP8rvyo/4EDrwaXCR4NLxAEEX4P/QsSCP0Dgf6i9y3xd+2H60Lq9elv66HvrvTP+Dj8EQBjA8UETwRfAkAAcf1o+Sr1kfH87gDwqPQQ+bz+egb+EMUa4x8pI0wm0idcJKUbMxEUB5v9BfMt6cDhzt3J3cTfGuQw6urxv/okAu4HDwy2DqgPew6kC5AHbwM7ACj+7/yj/Pn9nwBPBHwIMgzHDiQQzxAMEJwMeAdCAjb9APjS8Qzt1urK6o3rAe2O8H31VPqw/loCjgWQBy8IJQfpBPUBKP7q+Rz2uPKQ747tPO0A8Gn27/yDAuQJkxPgG5Eflh/dH+Mfzhv6El4IAABo+bPyFOyt5+rmf+lH7SfxxPVk++YA6QSeBhQHngZxBVcDsQBj/nP85vv7/A7/lwGKBNQIuA0hEcoSTBNDEukP2gu9BVv/0/nj9Efweeyy6nXrye3D8Pfzxfcn/GH/5gC0AT4By/9U/Rn60/Yb9G7xxe83763vA/Qh/NsCtQnqEZMbOyMTJZIkmiMcIZsasw9bBLn6EfNK7GjmLuOY42DnROyp8Qj36vxCAmsFrwYtBvsEXQNQAT7/Wv3v/P/9jQDCA3IHCwv5DZQQWhLEEmoQfwwECSQFCwBa+v/1k/MH8oLw4u8b8W/zHPYv+K36Af3O/oEAXAGRATIBcACQ/13+aPxg+mr49/bE9aL0QPPW8kr0LflV/1cDUggUDxoXwxurG6EarxkMGIQSUAnIAI/6XfYx8kvuuuxX7hny4fUK+dr79/5cAfsBeQELAFL+Qv2R/H/8rvwL/gkBqASZCMILew5iEfQSJRIvEJYMOwiqA3v+Yvkw9YPy1PC57zXwAfJW9Pf2qfmr+4n95f4g/7z+//0H/Yf7JfqI+Cz3mPbB9sH2XfYg9+H4V/7dBI0IGA2nEhAZixynGvUXgxXQEhIN5QOf+1H2k/MK8bvuV+7a8EL14fhw+4/9Z//aAKsAf//W/dj8xvw2/Yf+KQBUArcFVgmuDIwOWw8vEK0PyQ2hCowG8wJV/7H7Kvhr9Zf0UPTx8yH0MPX39qv43vm5+rH7xvw2/cD8c/wJ/Eb7N/oE+dH3VfdJ95j2QPZp9vL4WADNBgULGBBMFrschx4AGyAXUhNtDxcIXf6w9qfy6vEP8bfwAfJx9Qj6+/xS/kb+HP6s/SH8ufqA+Rn6vPtX/sYBGAVYCPMKcQ0ID0UOPgyhCi0JxwYqBdsCfwEnAd3/Iv4b/Oj6vfhp9q70QPNY81D0oPVb90P62Pyw/hEAgQAdAGP+7PsE+Qr2UPQX8w3yGfIR8+H14f1gB1MNhBLpFxEecSAzHAsWLxAgDJ4GyP7F90r0ZfW29pb3Bvgc+Ub7VvzO+1H5ePeM9kX2CPce+CP7mP64AhoH9gm8C/0LGwxpCzYKkwhPB3gHNwcpCJYHLQbXBBMCA//u+nP38fPJ8MvvHfAl8uP0Zfj3++X+AwFiAQMBT/9l/fr6U/jl9qb1GPUi9sv3avgh+Wj5Af2sBS4Ljg1fEB8VWxrBGfsUVQ8bDNIJRARO/Wf3afao9y/4X/j69xz5ufqT+7n65vhT+Cr4FvmV+u/8ov+0Ae8E6AdWCTkJTQiICKsIgggvCI0IjQhuCYUJVQf1BH8Bm/3T+ev2c/TB8anx4vIw9aL3tfna+x/9Uv4i/pf89PoI+p35U/i/9373NfiX+Vr6K/oK+Vz5zPwkBesLIA9yEocWmRsAG+QUlA1NCDkGIQF8+8325/Xh+Nz61PtO+lf5jPl0+Xz4Fvam9ZL2evkq/VIAVwNBBWwHnwhSCN8GywSKBF8FQwdcCcYJxArGDIUMXAkqBen/v/ph9+/0g/JC8s7z//UE+Uz7t/ux+wn8Cfz6+q/5HPlc+fz5YPrq+Y74cPj097z2+fVt9Mb0YvwvCE8PAxTpF5kbwh6EGvwRRAnvBEADef9o/EP6jfub/VL+ff3s+IP1tvOT85Pz4PPn9av44f0BAoQEnASwAzIEzQOYAxEDmAOABiUKgA58EGEP7Q1EDBcI+QIc/ub4sPZP9xL4kPdP9y/4Nfh2+K73Cvb59Yr3Q/o1+wn8YP1A/tD9avsE+WP2xPUc9uf13/YG+Hj6WgL/DbkS/RNxFRwWeRe5EpkLFgYeBTkGjQOLAVL+SP1c/Hj65vht9JXy3PLK9XD4H/r3+0T8A/+xACcBFwBE/1wBXQNuBpsHjQjWCsAMKA6ODRcL9AdDB/sEwAHd//L7kvlF+WL5sPZK9G30c/Rv9vT3JPgQ+c77m/2R/Hn8A/w7+975Fvk7+NH3w/gq+M/4oPh8+JP7iAUgDxARvBP1FIcWHBa/D9QIkAQtBgwFdwKrAF3+rP28+/T6fvfr8ynzXPSo98H5A/zI+8D8Yf/7/67/Y/6u/4sBLATZBugHLQnECsAMDQ3MDNIJAAgIB/EDRgMpAET8v/py+vL48/UH9XXzuvQ999f3NfiG+RX8zvtk+xH7ePon+WX45vhn9734qfmx+EP69vnN+U//oQqSEYkSfxRCFVcWRhMgDF0GigRuBpwEPAKTADr+XPwI+hb5X/Ud87Dz//W1+cL7zPxe+4X8b/5v/i7+QP4PAUYD5AYPCcMIegm1CUIKNAv/CvsJTgpBCMkFLASw/hP6jviW9y72XfZ19ln1Hvid+U34jvjk+fD5bvmV+in71vpU+qn5DPga99v4qPcU9076gPnK+hwDlA1+ErYTIRS2E/0TQRABCnwFUQYpCLcF8QPUAKH9ePr++Ab4tPQ49B71avjm+yX9/fuj+eL68vvY/HH9Jv9lAjsFkwgbCWoINQgnCacK+wwYDQ0K0gkdCCoFCQGx+wD4hPfH+e73vPZV9zL3oPgz+av4LPcW+Wz6fvpY+7P6bPoc+Wj5U/j39mX4Evhu+U76Gfpi/LUGBhCpEWQT3hFYE2AS+wxwCAwFsQjLB70FjQPj/w39UflR+Qj3pvUq9Yz2ofpu/CX9r/n++Fr6WPv7/KH9tgAiA2kGaggACNYHFAfuB2IJLAyBCwcKVAoMCJIGwAHC+3z45vhO+qv4GPhB+FH5JfrB+bP3Ivbp91/4Ifmh+nL6J/mO+Cf5Mvfn9c/1vPbD+A76QfuNALoMCBKVEqsTbBIdE0kPygpeCKsIEQsdCCIGUgM4/8X6TfgS+Bz2xPXn9Wr4C/vO+2D6ePcG+DP59Pre/Jz/0AISBWAHEgiCCAwIHQh6CdQLfQ3lC/kKQQi9BREDa/1J+jn5N/rH+TP5J/nu93z4L/hP96T2iveC+Bb5rfo1++L6EPkK+Xz4ovd8+Bj4qfle+7z7i/wyBGUNWw8hEcMQrxFLEdIMaAn2BtgJDwkQBpwE0gH3/u76YPoE+Tf3QPZ19oz5QfuN+/L4NfgZ+mz67PtO/RcAygKEBK8GYAcSCCMIRwh0CXUL3wtECb0IxQfjBAcCQP6Z+wX7t/uh+oj4yfjD+FP4lPg7+Aj3DvdB+Oz4M/nY+Yz5w/iM+ZL5JPhl+Ff5Gfq5+l77EQC9COcNGBAEEZ8QXBHnDeQJ9AdqCGwKOwjZBuMElwFv/qv7Gfrd9132yvWQ92b6avtU+s/4V/kI+o/6zvvE/SkAmwKiBC0GAgcIB54GdAYMCG4JBAnwCUgKkwj2Bv8Cbf9r/bT8Ffyt+uL6ePrk+fb5+Pg998f2sPZv9oT3dvgQ+Vf5zfmv+Rb52/ir+Fz56vkx+uj6Vf8OB8oKSA1JD20PUxDXDCsKBAmFCWQL8gjoB5IGYwPaAFf+YvyM+fz2NPaW94z5m/qX+S35/Pk9+rP6L/v1/If+ZABIApgDiAXDBTMGngZ4BwYIgAYIB3IHgAbnBZ4D3gH3AEAA2f7M/Dj8Qfs9+jf6u/mr+DX4JPht9+73mvgQ+VH5Q/pe+xH71PtE/ET8xvwH/e/8df5fAvUEqQbmCEgKdwoVCcsH/AbWB/gIywepBjMG9QR7A6YCLQG8/nP89Ppy+tD6UvvF+hH7IfzS/EL9m/1G/pP+Gv9t/9H/mQAtAboBEwK4AqYCEwJaAqAC4QKDAn0CpgIRA10DdwLGAZkABQDf/gX+if1i/CH8q/uZ+yn7I/tq+0b78vsb/FD8Yvzk/Dz9VP2P/SX9d/0L/o3+AAAyAUgCcQIqAsoC6wPbBfYG/AZFBskFggXXBPsE2QNlAmIBLwDp/yb/IP9X/uf9Xf4u/pP+sP4g/yb/Cf8O/2n+yP7C/uX+A//O/iz//f5t/xcANQDIAC0B3gEkAo8CvgJaAo8CKgLkARsBZAD1/xT/zv7c/Sr9kfx5/GL8G/zs+2r7KftY+6v7n/tB+1L7TPvy+yj+ov+ZANoA2gC0ARYDiAVRBpIGPwbhBe0FoAUKBnMEjQPQAp0BiwHyAMIAtP+F/3//wv7f/qr+5f6w/of+Uv6J/f/9//1p/qT+pP7I/nv+W/+F/+//dgC8AHMBowEHAvUB2AHMAYUBaAH3ANoAIwCc/yD/TP4L/nH9MP3M/Hn8M/zI+6X7cPur+2r7ZPtk+3D7aPwo/gsAwgAtAQkB6QGHA0EFegYiBv4FUwUeBU0FAAUUBO0CSAKdAVABCQFSAPX/uv/A/1X/LP9n//3+Gv/O/kD++f0L/mn+b/7T/t/+wv7Z/kr/xf8AAOYALQF5Aa4B0gG0AZ0BowFEAcIAdgBGAJb/bf/f/gX+cf0w/fv8wPzG/Bv8n/t8+5/7dvtq+5n7TPvC+779iv+BADIBDwF/AfkCKgU5BlEGMwZlBSoFGAVTBdkDKANrAoUBiwHsAKsAqP8LAMv/T/9//z7/W//9/j7/h/7c/Qv+xP0o/pj+2f73/uX+LP95/8v/sQBEAbQBtAH7AekBiwHSAS0BLQFSABcA6f/x/gn/8/2P/e/8E/0B/Vb8c/yf+3b7mfuT+4f76PpB+1j7Tv2K/3sADwGBAKMBjwL1BJgGSwZ0BoIFoAUeBY4FbQQRA7gCcwGjAcIAwgD1/6j/+/8y/3P/LP9b/yD/A/+k/uH95/3W/Rf+TP46/kD+Y/4D/5z/7/9wAMIAlwH1AVoCZQJrAkgCzAGdAQ8BZAD7/3///f5j/sr99fzS/NL8uvxi/A/8vPux+5n7gfsj+8X6Eft8+6H9c/9GAIEAnwCdAfkCXwUiBrUGRQa9BckFRwW9BUQEXQOPApcBfwHIAJ8Axf/R/8D/Gv9E/yz/bf8g/+v+e/6s/fP97f1A/qr+df6w/m/+FP9//7T/cADaAJ0BkQENAgECxgH1AUoBYgGBAFgAIwA+/yD/KP7E/er85Pze/DP8J/x8+2T7RvtS+0H7xfpG+6v73P2K/7YACQGZAPsBEQNZBVcGbgYEBl8FlAUYBXEFFARSAzwCkQGFAbwAtgDj/+P/y/9K/2H/OP95/xr/3/5G/tz98/3t/W/+nv6e/sL+tv44/6j/3f+NABsBrgGpAdIB6QHAAcABXAE+AV4AOwDv/wP/6/4L/rL9B/3q/Nj8Ifwh/Hz7dvtk+2r7L/u5+kH7yPvt/Zz/vAD9AJMAEwIoA2sFVwZRBgoGWQWmBRgFTQXfAzQDQgJtAYsBgQCrAMv/7//F/zj/hf8D/5D/FP/3/kz+vv3h/ab9NP4u/kz+gf6H/lX/iv8LALYAOAHeAQECTgI8AlQCTgLMAZcBsQBkALr/Vf/Z/hz+m/3S/NL8nfxi/AP8jftY+y/7KfsX+9z6xfod++r8tv4LAOwAnwCFAcQCxQQWBmkGngbnBQQGlAXJBcsEyAMcA64BrgHmAJ8A9f/F/+n/Mv9E/xT/RP8O//f+df7K/db9xP0R/kz+gf6T/pj+Cf95/7T/CwC2AFwBwAH1AQEC+wEBAtIBiwEtAasARgC0/0r/qv4F/n39Df37/KP8bvzs+3b7Nfsp+/T66Pq/+r/6zvvz/aL/mQDaAOwA+wGeA6YFRQZRBjkGpgWUBY4FdgXxA10DXwKdAW0BpQBqAJb/BQCo/zL/Vf9V/3///f4D/xH+m/24/ab9C/4L/kb+QP6w/lv/lv8dAF4AVgG6ATYCawJlAqYCZQI8ApcBGwGlAAsAhf+2/mP+Zf0Z/QH9tPx//CH8A/xe+2T7RvsF+/T69PoA+7z7NP7F/4cA4AA4ASQCngPhBUsGgAZdBu0FtwWsBeEFGgRpA48CowFWAYcAagB5/8X/rv/x/iz/Gv9h/+X+sP5A/oP90P2y/S7+Y/6T/uX+gf6c/4r/HQCfABUBwAGjAWsCDQJOAh8CtAGdAcgA8gDp/3//8f40/rj93vw2/Xn8bvwt/If7Nfsp+2T79Pr6+hH7Kfv1/CD/gQAPAf0A0gF3AsUEFgYiBjMGrAX+BSQF1QXXBGkDVwPkAeQBsQC8AAsAhf8XACb/Sv/x/m3/Vf/l/rz+m/2m/ZX97f1G/gX+pP6k/kT/0f8AAIEAzgDMAeQBHwJlAmsCpgIkAg0CRAHmAJkAuv8g/13+HP5U/e/87/wz/PL74PvC+1L7TPsX+4/6xfop+4H7ff0+/4cA2gAtATAC+QIeBTMGPwYoBgoGzwV8BeEFugS8AwsD9QGLAdoAhwDA/3n/qP8J//f+FP9V/wn/wv5X/qH9pv2y/Rf+V/6e/sL+vP5n/9f/HQB2AOAAcwG6Ad4B+wH7AfsBzAGjAVwB2gB2AMD/LP+N/vP9Zf3M/NL8aPwV/NT7cPte+/r6C/vF+u76O/ti/G/+0f8DATIBtAGJAg4EmgXyBVEGpgWsBWUFfAU7BfcDvANxAgECVgG8AF4AYf/1/0T/LP/9/gn/ef/T/vf+//2y/cr9j/0i/gv+Cf9K/2f/7//A/3AAyAC0AekBlwEHApcBKgLpAboBaAGlANQA3f9h/43++f1x/bT8Df1Q/P375vuB+2T7F/tS++L6yvo7+8777f2F/9oAOAFoAZUCYwNxBf4FOQbyBXYFpgUSBaYFTwTZAwsDDQLSAZ8AnwCW/5D/Yf/I/gn/pP5h//3+8f5p/qb93P1r/fP97f06/s7+zv66/xcAewADAVYB2AHGAQ0CQgJaAl8CEwLYAS0B9wDCAN3/T/9M/pX92PyL/Lr88vvy+5/7Kfsj+xf7F/uV+vT6L/sb/FL+ov/IAAMBugHWAv0DCgYiBkUG2wXtBaAFggXDBSYECQTnAkgCqQHCALEAPv+W/wn/nv6q/qT+OP+q/sj+Iv6s/fn90P1j/ij+yP4O/wn/4//R/58A5gBiAcYBhQHeAZcB3gHAAa4BkQHUABUBQADX/9/+Lv5x/cD85Pwn/NT7UvsA++j6C/s7++764voR+xv8Iv7d/xUBXAG6Ab4CvAOIBSIGKAbVBXYFUwXvBDsFCQTNA/8CPAKpAcgA1ACo/6j/Mv+k/pj+b/4O/7D+wv4u/tb90P3K/Sj+QP7O/lX/T//A/wUAhwBEAakB+wG0AboBwAGpAe8BnQGLAcgApQBqAJz/IP8F/mv9nfx//C38k/uH+x377vr0+gD76Prc+jv7IfxA/sD/4AAyAcYB4QIaBLIFIgZFBrcFwwWCBTYFXwUDBMgD7QJrAsYB5gDOAIr/c/8D/3v+df46/t/+h/6N/kb+sv3t/bj9C/7//TT+A//r/tf/AACxAEQBfwEkAt4BTgIkAkICMAK0AboB8gDyAFgA4/8+/zr+sv26/H/88vu8+5P7Nfsv+7/67vrF+vT6L/tS+9L8pP4RACcBfwEZAucCqAQoBksGjAamBecFdgWmBaAF2QNEBLgCmwK0AdoAyADT/or/Ov5M/jr+7f3I/hf+3/7h/dD9QP7//f3+TP4m/w7/Jv9GANH/FQH9AKMB5AG6ARkClwH7AZ0BugFWAcgA1ADR//X//f5X/oP9qfyF/NT7q/sp+9D64vrK+vr64voR+3D7Yvy8/hEAYgGjAcwBOgPxAy0GOQZpBs8FXwWsBe8ErAXxA8IDBQMqAvUBqwDOAET/IP/C/vP9Rv7E/UD+TP5G/mn+j/0F/vn9e/7O/s7+qP9z/1gAvABWAdEETwRSA+sDlgSgAiQC0AIhAVABKQCK/5j+sv15/MX6N/qC+L/3FPdv9l32CvY69oH2hPcS+Dn5PvxK/+cCpAaLCZkLJgy0DPcL2gsbDNYKvQj2BmMGGAUkBesDmwInAYH+MP2t+ob51/c09l32mPYq+Fz5rfo4/Kb9sP44/8v/yAA2AmEEmAbDCH0K8wqTC8oKMwm7BiwEDQLR/wP/pv2p/PL7CfyZ+3L6Dvrd9yL2xvQ49LzzXvMe9dX1hPex+Ff5/vi7+Wb6YvwZ+tD9kwjzCuMPLRQaFyYXIRS5D+0K9Ae9BSEBm/3x/rD+sP4y/87++/w/+W/28fP/8tTzsPNI9U34E/2TAKMBiQLTA08EwgPNAyQFxwa1CS4OBhDpDxoP7wx2CNYCg/0z+f/1LPf694743Pq6/AP8Wvr2+e737fVO9Uv20/bb+AX7HftM+7f7Tvo99y725fZP92X4yvrOACkL3BK4FXsWkhbkFNkOfAgfAs4AAQLYAXkBbQETAq7/ff2/+rH4BfZe8930c/fs+6H9//3h/fP9tv6+/WX9Uv5oAa4EBgi2C7AOcBBBEPkNYApBBXMB6/5c/Hb7yPtK/OD7wvsv+275z/jJ+Ij4J/mB+yr9zPxQ/FL75Pn095L2z/Wa9bD2Hvhu+dT7Tvpu/HL6rvwOB54OZBBGEyQVcxSvEZoNTwQtAcQCCwO8ANoAbQFK/5j+xvz6+rn3DfXV9fH2p/pI/Tb9zvu8+6H9QP4F/kr/SgGQBCMIKQvCC5kLcQ0sDMYJDgc2Be0CmQCK/278fPul+7P6LflL+Yr6Pfq/+hf7Uvtq+7z7Q/qI+AD41fga90P3APhJ90/3q/g7+FP45PnT+T78dAZBEPITzBREFD0S4w+FDJIGiQIGBYAGiAVXA0oBcf1g+gr5Yfcs97D2Kvgf+n/8Xf7S/GD6DPgK+RX8Vf88Am0EuwZWCYcLvAv7CSsKYArsCL8HIgaWBGIBwP+0/OT58Pkc+V/4iPiB+wP8q/vI+/T6I/un+kP6Wfge+JL58Pmv+Vf58vjd97/3mvgz+Vf5jPlq+wMEXQ5+EkMSzxC/Dw0NMgzyCBgFwQaICL8HeQT1ARn9t/ju90f4M/kW+Un64vpM+4v8sfvH+en3mvjk/MgARASsBb0FCgbBBk0IbAcECf8Kvgo/CWwHRQYfAiD/2vtu+QD7o/xc/IT6fPtG+yv6Mfpc+Rz5x/kA+z36DvqP+if5Evge+MX33ffh+J35Gfr6+gX7n/suA8ILIA8GEL8PGg/dDPUMgwoxB40I5gihBwMESALz/R/6J/lw+Gj5oPiv+a/53vnu+mD6Q/oK+Qj6j/2lAEwDPgQ4BP0DtARpBlEGkwgTCisKowl2CKEH8QNiAdz9zvtl/Rf+cf0b/JP7Q/on+S35jvig+Nj5ofp4+lT6lfr4+AD47vfX95T4OflU+nL6Efte+6v7mQBmB9oLgw3zDcQNUAwDDBcLhQkxCtgJyQgiBtkDdgBI/Wr7l/nB+av4yfj++L34qfkt+bv5OfkI+qP8IP/YAfMChwPfA3kEwwUEBr8HsQheCH4HrAW9BeUDZQJSAF3+OP/O/tP+Af2R/If7cvpm+tP5ofoZ+pv6H/r2+YT6JfoO+rX5MfqP+hH7dvsV/Pf7FfwD/FL+fQIcBnwIqwiFCQkJmQg1CPoHDwmRCcAJ7gdRBhoErgFYABf+7/xw+0P6K/rY+T36Wvor+iX6qflS+zD9Yf/gAFwBGQJrArAD2QNVBOMEPgQaBEADsAOSA9sCJAL9APIAyABwANH/Gv/O/vP9+f08/dj8VvyT+5P76Ppe+177fPul+5/7A/z9+z78Vvyp/N78YP0L/tP+TADMAeEC2QOoBNcE7wRZBWkGlgdYCEEI0wa9BYoE0wPWAtgBdgAc/g39XPwb/BX8t/sR+4r66PoD/B/9k/4J/yz/0f+BAH8BtAFaAuQBwAHSAQcCrAKJAqwC6QHeAQECBwIfAq4BhQG8AGoA6f+Q//3+NP6J/br8VvzO+5P7cPsX+wv7Bfv0+vT6QfuN+9T7J/yF/A39Iv66/xUBVAI0A40DfwRZBfYG7gdwCB0ICAfZBmsFOwU7BeECiwH1//H+m/1x/d78G/z0+or6L/vI+3P8MP0w/eH9+f04/0YAAwGXAXMB0gHeAXECpgKmArgCPAJOAh8CDQLpAXkBLQG8ABcALwA4/zj/V/6V/Qf9c/wz/I37avsj+7P6lfps+rn63Poj+5P7zvvk/OH9qP/gADwCHAOwA+ME4QVbB+IHQQiQBw4HVwbPBVMFJgQFA0oBLwD3/mP+sv0Z/Tj8n/tY+9r7J/zG/DD9SP2y/Rz+OP/j/9QA/QA4AXkBnQENAjwCfQI8AioC+wEZAtgB5AGXAUQB4AA7ACkAef9E/3X+8/02/br8Vvza+6v7WPsj++L61voX+1L7sfsn/H/8Qv1X/t3/FQEwAtYCVwM4BPUEKAa7BgIHUQbbBTAF7wSWBMID7QJiAYcAnP84/9P+Rv59/cz8f/zA/A39cf2V/ab9vv0c/vH+Sv8dABcAUgCNAOAAiwGdAd4BowHAAcYBAQIqAgcCxgF5AT4B1ACTADsAqP8J/2/+uP1O/eT8o/wh/Oz7pfuN+8j78vs4/IX85PxC/bL9Xf4m/wUA1ABtAfUBQgLWAkAD5QNPBHkEYQQJBP0DvAOqAzoDuAIZAmgBFQGxAF4A+/9t/87+af5A/lf+Rv5M/v/98/3t/Vf+tv4J/1X/Vf+o/+n/cADIABUBOAFEAYsBlwG0Aa4BlwFoARsB5gClAGQA4/9b/8j+V/7//bL9cf0Z/dj8wPzM/BP9Qv1l/ZX9yv0o/o3+A/8+/5b/3f9GALEAMgFzAYsBowGpARkCZQKVAn0CcQJOAkICVAI8Ah8CugF/AT4BFQH3ALEAXgDv/3P/Vf8U/wn/2f6N/mn+Ov6H/qT+Cf8y/1v/qP/1/3AAwgAbAVYBVgFzAVwBeQFKAfcAqwBYABEArv95/yD/3/6e/lf+TP40/kD+QP5A/lL+Xf6k/sL+6/4U/yz/Vf9//6L/xf/X/+P/9f8XACkAQABwAIcAewCTALwA4AAJAT4BPgFiAW0BhQGdAZcBlwGRAVABOAEhAfIAzgCHAEAA+//R/67/lv9//1v/Vf9P/23/kP/F/8X/1//7/xEANQBYAF4AcABqAHAAZABYAEYAKQARANH/uv+W/3P/T/8g/w7//f4J/wP/Dv8O/xT/OP9h/3//nP/A/8X/xf/L/9f/7//7/wAA4//p/9f/3f/p/+n/4//d/wAAIwAjAEYAWAB2AIEAqwDUAOAA5gADAQ8BAwEVARUBAwH3AOAA1ACrAJ8AewBkAEAAKQALAPX/6f/R/8X/tP+u/6j/rv+i/67/tP+0/67/wP/F/8D/xf/F/8X/xf/F/8X/wP+6/8X/wP+6/7T/uv/A/8D/uv/L/8D/xf/L/93/0f/L/93/4//p/+//6f/1/wAACwAXAB0ACwApABcAHQAjACMAIwAjACkANQA7AEwAUgBkAHAAdgCBAIEAgQCBAIEAhwCBAIEAewBwAGQAXgBSAEAAKQAjAB0ACwD1/+//4//R/8v/xf/A/8X/uv+u/7T/tP+o/67/rv+0/7T/wP/F/8v/xf/R/9H/1//d//X/AAD1//v/+/8AAAUAEQAdAB0AIwAjACMAIwAjACMAFwAdACkAFwAdACMACwAdACMAKQAjACMAIwAvACMAKQAjACkANQApACkANQA7ADsALwA1ADUAOwA1ADsAKQAjACMAIwAjACMAIwAjACkAEQAXAAUA9f/7//X/+//d/+n/4//j/9f/1//v/+P/9f/X/+n/9f/1/wAACwDp/wUA+/8XAAsACwAAAAsAEQAdAAUAHQARABcABQALABcACwAFAB0AEQALAAUAFwAXAB0AHQAdAAsAcABwANf/BQDL/x0AYf/X/wUAKQAAAHYAUgBSAPv/IwAAAN3/y//1/ykAKQAjADsALwAXAPv/7//1/+n/4/8dAB0AIwAXAB0AIwD7/+//9f/p/9f/EQApAB0AIwAjACMABQD1/+//+/8AABEAIwApAC8AIwALAAUA9f8FAAUAAAAXAAAAUgClAI0A+//R/9f/ov9z/23/7/8pAC8ARgBYAFgAAADL/8X/tP+u/+//KQBeAGoAcABqACkA+//R/8v/y//p/xcAOwBMAEAALwALANf/wP+6/8D/y//1/yMAHQAvAC8AIwAdAAUA7//X/+P/AAAvACkANQAjABcAFwAdABcABQAjAFIAXgAXANf/uv8DAdEELQaqA+wAkP/S/Cf5HviE+kL9Jv+6AW0EfAWcBFQCEQDQ/Ur85vv1/D7/2gAfAgUDIgPvAV4A/f7h/Zv9Sv+jAdMD0wYtBhMCOP/S/JX6oPiA+bT8Mv/IAEICIgN9AkwAIv5O/cb8BQCiBHEFzQMUBNMD5wKu/wP8SP1wAKsADv8HAjAFiwEq/av7dgDR/0b+PP1CAuQB5/3g+3X+MgGc/5D/1ACRAev+if33/rT/1AABAu8BMAU7BcUHGgSH/uT5VPp5/A/8uvwAAL4CKAPvAUoB0f8H/cr6A/xG/gAAfwFXA5gDbQFz/zT+xP37/Pv8qv4DAagEMwbbAsL+k/sc+QD4VPoLAKIEVQRJBBQEwgBk+4v8lgQSCB8HdgjKCtMGRP9s+vb5Ave+9UX5RP/CAO//BQBV/6P8Qfs4/NP+hwCpAYkCIgPAAeAAewBz/13+Gv/mACoC4QKsAiQCdgCs/Vb8uvwq/aH9nv6u/xEANQDL/6L/Pv+H/hz+9/5K/8v/qwCdAUoBmQBYAF4AOwA7AHsADwGxAAsAWAC2AEAAov+o/yD/mP5v/nn/9f+o/yb/nP9t/9/+Xf4y/5z/hf/r/lX/1//R/7r/+/9kAPX/iv/j/4EApQClAOYAgQDL/1X/IP8g/wP/sP6q/jL/Jv8+/8D/CwCi/0//f//A/wUAOwC2AC0BDwHOAAMB2gCfANoA5gDyAPIADwEPAf0A1ADUAPIA1ACrANoACQHaALEAkwCTACkA+/9MAI0ANQARACkABQC0/5z/tP+o/4X/c/9h/yz/tv5v/lf+KP7n/ab94f3n/QX++f3n/db9//0R/uf9QP6B/t/+RP/j/58AOAGLAbQBEwJaAncC+QJ1A9kD2QMDBE8ElgRbBA4ERARPBPcDewNGA7ICEwKdAWIBwgAjAG3/Gv/I/nX+Uv5v/oH+Y/5p/m/+b/4c/qz9SP37/JH82vvo+qP55vhT+On3ovd49+v2HPZ99ST1wPTA9JT13/aj+V4AZgonFPAZvRtgGp4WAhI6DrQMJA19DUQMdAnPBZcBd/2G+c/1K/I3773tV+7s8Dj0W/fH+QX7TPuH++r8CwDvBH0KmA6rEKMRtRGaEPYOxgxOCpsH0QSpAaj/KP55/B/6Z/fd9MTybvH48ArxLfFQ8S3xSvEl8pnzHvUo9p72pPb/9U719fQM+FABXQ5VGs0hKyWUI0weMhcQEYkNVgwLC1gI0QQJAan8avgh9B3wLOza6OTmHeiQ7E7yAPiL/FX/AAC0/xEA0gF2BW4JiwzHDl8QVhGXEYAR/hCED7QMTQjZA8gA9/6b/Sf8AvpJ93n0/PG98GjxUvOg9en3r/k1+0r80vxK/C/7r/kA+C72MPX19OP06fRt9IHzNPNT+H0C2Q56GXEgVSLrHi0ZYBLPDZ8LEQujCSUHewMm/0H7O/hf9cTy0e+W7KHqmOsa79Tzl/lG/v0AnQEhASEBiQKIBZMIXgtxDXsOsA51DscOAg9pDhsMBgi2A93/YP2Z+5v6o/k7+Pn1tvNa8o/yD/Rv9v746Pr3+3P8M/xY+5X6XPmo9+31c/Qp81ryZvJa8n3y5fMX+zMG/xIHHdUjQyWGIXgalRLdDIUJkwgrB/UEkQGh/Xr5vvXW8kHwBO5Y6yrqWOsU7yz0Sfrj/5gDBgW6BDIEqASvBkQJ8QsuDpYP+g9yD/YObw6uDJ0JHgWTABX8dPlh97b2hvaq9hD2zPSc9Mz0nvbV+Jn7cf1j/pP+m/2d/ND6/viq9mf0cvLU8PTveO/i77fwa/V//zgMRxjPIC8m6iTSH78X5hD9C68JdgiABg4E+/+3+/z2KfMp8FHuMuw26k7qtOzs8Cj2YvydARIFPwYWBr0FaQYdCHcKKg1DD44QpRA1EL8PHA6HC7sGhQGZ+8f2qvN98kzzE/Xr9t/2x/bZ9kn3jvjQ+qH9rv+xABEAmP7G/JX6Wfjb9VLz5vDl7gru5+3H7urxMfpjBugSEx0KJAUmhCK9G7wTcQ2LCS8I3wYGBTYCk/72+TD1YvHl7kftjeu+6iDsbO+w8zP5Cf/IA24GTwfBBjMG3wZSCPkKNg1JD78PCA9TDYELhQnkBsgDUgDk/N75v/dp9jr26/Z49/H2wfbH9nP38viZ+3v+qwDYAWgBwP8H/bn6y/dI9QvzCvGK7yjuju3R7F3umfPf/m0MuxlNIxwp5CcIImUYOxDwCWAHtQaOBRoEjQB5/KT2B/Kq7gHtCezW6kDrNu3m8Jr1q/veAaQGMwluCXYIfgfWBzMJDwwUDzcSZBP/EmQQUAyKB0IC5PyK9wP0u/EP8fbxOPTB9gr5PfrF+mz6YPoX+2L8Rv6F/1gAYf8w/Sv6zfaq8+bwiu/q7tPuIO/L73f1nP8BDYYZsSMDKkIoYSIgFwQO5wXCAy4DmAO2AxUBm/3x9nrxKu3r68Lr2eu97TvwgfNh94v87wHkBvsJEQvkCUcIKwdbB0oJvAsID8MQaBHdD/sM4AiqA+X+l/nh9ejy9vEN8iH00/bm+Hj6C/v6+nL61vrm+yr9vP66/5z/7f1q+0f49fQZ8r/veu4c7r3tM+488jP8CQkDF60ixSpxKwUmXhuiD3QGnQGdAe8BdQObAjUAPfpe8xzuUuv/6iLrMO3i7yPzdfbi+uP/AAVoCcgL6ws8ClII8AYCB40IXgt1DvoPrQ8NDUoJhAT1/w/8gPnd97D2+fXt9Z72IPdl+Dn5Jfpg+vr6avsn/Mr9f/+ZAHYA8f4D/N33UvMr72fsk+uH6zjsye0m9P/9XgsqGPIjgiscLLwmwxsKEd8GMAKlAHMBmwKsAoEAePq88xDuoepi6czpSuz073vz/PYL+4r/IARHCFILOAxkCxkKfAgjCCEJPgwMEKESBRMpEAULSQSd/Lz2vvJW8ZHx3PJf9Vf2O/gW+UP6I/vO+0L9g/00/oH+qv7f/sT99fyh+oT3G/Rw8HTuuuwG7f7tWvKH+68GcBPzHbYmQClwJqQe4BNICr4C9f+q/uP/2gC8ABz+yfhq8wLvbewc6+Xrnu438uf1Avoo/lQCVwY5CTQLLguJCjkJ9Af6B/gIOAw9Dz8RYhE/Dp0JowGn+j70dvDF79TwCfTH9q/5Rvvy+w/8zvvy+2j86vxa/ab9of0w/S380PoW+UD2qvOC8Ibuf+zZ65LuffUPAQQOLxvWJVMriiqOI5oYdw3NAwP/qfxr/WH/WADd/+b7T/e48hTv3ewg7ILtHfD58tP2xfp//w4ELwhpC6gMVgztCogIxwYKBn4HcgpxDZoQ1RAOD5cJ4QJ2+8b0CvEr76vwC/Ow9hz5QfsJ/D78Pvwz/Lr8tPw2/cz8XPyN+7/6x/kA+Dr2FfTB8WHvTe157CPwO/jZA4wRCx5dKTksGCvrIXUW+QrCAJH8bvmN+4P9RP8+/3z7KviT88Xvju1t7AruDPAj8/z2BfsAALQE5ghhDH0Nsg3lCxsJ/AZxBV0GIwgFC74NmA6aDcAJ/QMX/vr34PM/8T/x4vLj9AD4u/mT+z78rvzM/HP8kfxi/Cf81PuN+yP7DvqO+J72/fOL8XTuZ+yN67PvnPfTAzkRqh68KZAtdCxTI6AY1AujAY37JPh0+Xb7Lv6B/oX8kvl99YDxV+777IjtVe8B8qz18Pmk/o0DBgggDBAO6w7VDYcLVgmnByMIfwmfC88NIg5nDKEHeQHu+qj0iPDw7ujvN/KD9aD4L/uj/IP9//3K/XH9B/15/JP7rfrY+VH5R/h+9572PPXO827x+u8j8Jf0kfx+B7YT4x9aKEErASg4HzIURwg4//j4sPbd91r69fxl/SH8/PlA9vPyKfA979fvOfHl8xr39Pp5/6QDDAiBC7INgA5lDSMLtwj8BuQGBghgCrQMoA20DLcI0AJ//L71SvHl7k/vl/GX9GX4rfqj/In9sv3E/Uj95PxW/Ez7ePpc+Tv4LPci9l/1Z/Tc8pfxdvBq84j4iwGRDHwYpSPhKMUq2CREHI4QfAUw/Tf3LvYO9/D5vPsh/HD7/vjK9Y/ymfDu76XwSPIH9Vn4LfxAAD4EZAh7C8QNew5rDZ8L/ggxBygGYwZNCNIJhwvWCskIrgQJ/835Z/TM8V7wSvHU80D2r/le+1r9yv3K/db90vyL/Fj7ufqp+VP4bffb9aL0F/NK8frvW++z8k34nQHMDNUYsSMuKQAroSVIHfYRuwYi/t338/Wq9vL4F/vC+3b7jPlp9mTz/vDo717wgPFh9Hj3Uvuu/5ID6AcdC6YNtg4oDt0M+Qp6Cb0I1AjMCdwKrQpoCdsFXAGZ+0D2TvLL7/TvLfFE9Cb3Jfp//OH95f6w/m/+cf1z/FL7Q/o/+Uf4W/dj9o71Z/Qd88bx8PFO9dD6AwQEDm4ZiiLmJu8ntiEaGp4OtATk/Pz2CvaS9iH5I/u8+9T79vkm98D0cvLY8Q3yKfPb9V/49/vd/zQDYAcZCq4Mmg3pDPELtQlNCDEHNwdNCLUJmwoxCtwHFAT9/kX5qPR08XzwM/Gf85L2jPm8+4/9Ef7t/Zv9i/za+6H65Pn4+OP3LPcK9hP14POD8lDxu/HX9Nz6mAPnDUUZYSK6J6woqyP+GycRxwY6/sv3svV39XP3bvlm+vr6kvlD9930s/LM8eTxxPJZ9fT3mfuo/0ADlgd9ClMNmA5jDrIN2gvECm4JFQkPCVYJjQjkBuUDxf8v+0D2F/P+8NrwifLG9O73hPqp/Eb+NP5v/mD9kfyN+zf6kvlq+Kj3vPbE9fv08fOz8kLy6/Nl+GH/yQgjE7IdaCT1J60lPh9MFu0KQgLw+TT2DfUF9qD4tfkA+376w/h19g/0yvJy8vnyxvRt9076F/6FATsFyQhGC44Nzw2ODW0M3AoHCgQJYgl6CXoJcAjhBUgCff2C+P3zRfEp8CHxjfNL9pL5vPus/SL+F/59/Wj8fPtD+j/5Kvgg9xD2GPUm9GTzm/Kh8pz0OfkAADMJHRM8HRskiydAJhggqBfMDEADL/vn9Sz0kfSG9nD4dPne+Y74afZz9KfyffIL87r0xffo+tn+iQIKBn8J3wumDUUOxA3ADLwLPAoTCi0JdAnUCM0GvwQdAFb8IPfC853x2vCV8oX01/dJ+rT8+f1v/hf+6vwD/D36BPlV9yL2DfWT8x3zkfFi8VPw2PEu9gP8bgYeEJ0cCCUDKlMrPSU6HjESpwdS/sf2SvT/8q70Y/Zz9yr4Q/cw9Ubzi/Ha8OTx4vKM9pf5j/0fAjsFowlQDG8O4w/HDuENhwtQCQAImAZDB60HRwgMCFEGFgP3/oD5DfU58XLvF/CX8Uj1lPgV/OX+FwDgADUALP/E/eD7cvqr+BT3jvXO8wHyO/B07u/s7e1C8gj6RwWSEYUfdSnULrcuXCe+He4PPgSP+trzTvIX8wX2w/jq+SX6L/j79BnyhO/87vrv6vEQ9hn65f7TA6EHGwySDl8QLRHLD7sOtAz5Ch8K8gj+CHwIzQZVBBcAHfvn9ebwhu5f7d/uffIu9gv7Ov7IAN4BYgFqAJ7+qfz6+gr5ivcc9lb0OvOv8U3wW++M7tjxIPfv/7ALLBfPI6IqrS0AK8EhhBcNCnn/fvf88SvyF/PE9Qz4L/gA+M/1yvIz8afvjvDo8pr1fvp7/tsClgdgCv8NhA/uDwwQAQ17C1IIMwbJBekE2QYrB2AHMwabAm/+dvhk87PvIu4r73LytvZe+2f/owHtAuQB5gDl/pf8QftL+UH46/YT9YfzOfFJ71ntA+zp7FTyu/lpBuIS7SA/LIMwgTGyKGQe3Q9lAqv4RfG/787w9/MU94j4avjf9rbzk/AI74bu2vC281P47f1lAu4HpAthD6kRKxLkEW0PtAydCVsHyQWmBckFbgZ8BecCIP8/+T70Pe8Y7aDtR/CJ9Xj6ef99AvcD0wMHAlIA+f0J/FT6EPmW9y72f/Rs8r3wx+6a7dfsUe6L9FD8FQmsFUEjsy0XMegwbSdEHFMNAABj9mHvIu6c7/Py2/Um97z2SPVU8pbv9u5V77jymPbU+8YBOQZ7C7YOLRGzEhMS5hB7Dv8K/gg/Bk0FxQTxAzIE0gHx/o/6MPUz8QruNu3i70DzV/l1/lQCNgU7BaIEZQJn/079yvr++On3lPVt9AHy0e9X7vfr0+s+7DnxH/oqBeYTHCFDLTwz0TIELFYfvRABAvz2xe9Z7YbuAfIN9UX24fWT8yfxhu6y7Zbv+fJw+O39ngPDCLoM3Q/YER8SrxFhDzgMyQjdBEwDAQLWAg4E9QQMBZUCQP63+Ojy8O6g7UPv9/Op+bT/2QOaBTsF5wIjAIP9Hfs3+p35+Pj69331s/Ir7/3rc+lB6FjoX+0i9kIClRKOIBMwOTfuOIMzVCX3FsUErveG7m7psupl7S3xyPOB80LyI/CO7U3t6u7W8jn5FP/PBc4L1w+8E9IUMBW2E1kQzAw1CGEEAQLsAG0BfwGXAd3/hfyu95vybO+37UfwbfQX+2IBwwWTCJYHdgUBAs7+xvzu+nj6kvkG+L71H/Kq7kDrM+nC6C3pRutN8Nj52wUZFT8kmTF/OgM6jjO7JDUTugGt8rjqAuef6Onsk/C+8qPxQ+8q7cLrwOwE8YT3Vf9jBiwMLRGNExMVNhXgE9gRzw1iCfsE8gAD/4H+Cf8FAJb/1v1y+h71RfGS7ujvFfQx+pcBWweVCncKTwf/Aof+1vrJ+K73IPeM9un0ofKW70rsieoh6X/pZeow7az1wgAkEKohGTC6PaQ/ATuQLQQZqQZA83Dob+Pb4kzoc+z6787whu5T7a7soO1C8nb4WAASCDANfhIHFToWIBfpFNwSmg3oB50BFfwE+Vn4m/p3/XAACQEXAG78ufdh9Bfza/UI+tH/sgWrCJEJMQc0AyD/dvuX+aD4ZfiQ93X2k/OC8HPsYumh55jmhOeB6PvsVfeEBDIXQCm2OfFERkRpPAMqeRRV/8ntLOTC4Bjiqeam6j7sDuwl6lrqSuwd8FX3Dv8OB+cNNxI0FvUXrBh8GJUV2BEjCzgE//3m+JD3Evj0+hn9lf3O+zv4MvRi8czx5/W0/OUD5AkqDcwMegk4BE//ZPv4+MX3vPaD9YHzq/CC7XHqL+ib5ynoUOk66y7u9PfLBP0WhCqjOutH80YQP4Ir9xMc/pvqZ+Ed3QffkuNs5w3q2OnG6UbrK+/M9CH80wO4Cp8QexPZFnEYXRktGXEVfBCKB87+GvcZ8vDxWfX0+l4AKgItAUL9hPcD9NbypPbt/eMEdQvPDaIMqwgNAkj9P/mE93j3V/Z39afyK+8s7Fbp7ueH6IXpb+tK7Jrtz/UNAuQUxSqBPKFLEUwPQsMu4hJi/Nbnpd212yDcuuHX5PzmC+j659/rGfJo+aMBpQguDrMSkRRJF5gZrRqnGu0VjA7fA734yfB/7ATuavPK+koBFgMkAuf96vlJ97n3wPyVAv4IGwx5DMwJrgSQ/+L6y/fE9Zf0b/Mr8k3wze4i7vvsCezK6p3pFeml6O3qQvXVBcgbvjMJRRhRFU3JPrgoqgu49dviPNq22BTZzt1z4cvkO+h164XxS/n1/4YGwgutD/ITyBZ4GncdMR1DGhMS5AaV+rnvZerA6VHuOvYo/hwDMgTkAV3+sfvu+pv9tAGeBiUKoQrmCPUEyADk/M35Gvec9CXy0e+s7QPs0+sm7JDstOwm7Ebrm+pY63fyKgI0FiEvnUJvT7RQYkKrLk4ShvmG5g/ZA9aP1DzX/Ntv4DHnmu089Ub+EgX2CYkNsw8FE7AWCBq4HXcdmBnbEEkE9Pec7GznuefA7JH0YvyPAjAFQQV1Ax8C5AEwAqQDXwVdBmkGlgSPAu//nfw3+vz2f/Sv8ejvAu907ozudO6g7Q7spuqx6OzoNurs8CcBtBRyLZBA2E0AUS5EGzLlFuf9wuhK2WjTktDs0rLX9t4958XvJPj3ABII/QtVD4AR7xSgGHYb3B3yG5gWDQ1WAc/1Sux26K7pjO7j9Ir6c/9tAQECSAJ3AusDNgWSBpYH0QeQBz8G/QOpAZX9LflW9MvvMO0c6yzsa+3H7hrviO2F7GXqB+ou6xDuJveWBzMc4TOiRahQFFC/QJQrsA6F9NDf/NCVzMbLFtAi2EThluzl9jUAbgk3DwgSqxOLFMgWaBnuGk0bTxezD9EEjvgu7iXncOUt6YjwjvjA/0EFQQjgCGYHOQY2BcgDaQMoA+UDFARMAw0CZ//C+233gfMv8Bzu9eym7Z7uOe697bbrsuol6t7pouzg8Jj+4hIyKqVBd07uU2RJEDQfGgn8+OUT1K/LNcqRy/7Sftwz6Rb2DwGVCkURRBRtFJ0U1hXbGBIbHRu6FwIP0wPx9uvr0eQB4grm++xd9pD/QweMDoARDRIIDxkK2wUJAZ7+1v2T/uP/FP+h/X76jPb9863yrfLu8gvzNPM88jvw7e1d6x/qMOo86hrssfCP/cERzSlNQeFO/FI6Ry4xRhaA+UnkqdOtzDPL0MxJ1AreFOyp+QYFLg4FE9gUDxTUE6AVghiEGlEZGxQxCuX+zvMu68fmFub56jPxM/mrACUHDQ3TDuUOdQueBoMCGv+H/uv+vADMAVABMv/3+2r4lPX38x/yM/Gz7w7vku7j7ETsvur/6qTrFOw37+/0yQUPHPw0DEnPUbpQ1T7gJo8K4u9V3DrNM8gBxz/LUtVF4+P0TAMuDtIUohdVF0gVyhVVF4YZcRhwE28LKQAu9mvtduhL5orn7e3f9mQA+gfNDkkS/hD1DCUHJAJd/jb9V/5P/4EAFwDx/gH9ePp2+Pn1OPR68ZLuw+1L7j3vJe8z7qjsvurk6Qvrze4j+9sQLCq9QVFPAlOQSO8ypBlC/VPl+tFKxiHD7cTvzuzdsfA2Au0NSBUSGEEYnhZ9FQsWdRa4Fc0RIwvKAtj5u/Hn6qPm6eSV537vAPv8BoAR7Rj0GmEXhA+SBiD/qflh9/z2NfgI+nb7Gf3W/Yn9aPzF+nD49fRi8eruw+0q7WHs+eqR6S3phelp62bvJ/zeEd0qJ0LIT9FTGEnjMl0ZB/3p5M3Q4cTowcDDRM5W3rjyJAWlELoX0xmkGSYXSBWJFaMUfhLJDZAHNQAk+Inyye2V6tLp0eyX9MT9MQffDhETlRKMDrcI/wKe/uD7n/u8+9j8KP4J/5z/qv7M/M353/b98wrxFO8W7snttOxS69jp8uhC6n/s+u/E9boEnRxbNTtJWVFvTyg/3CWBCzvw7dpbyXLBQcIoyJ3WvOiT/jcPqBc7G3gaKBl3FRcTJRK5D1YMmAZQAav7EPaL8Wvtpup96njvfvpcCboUAhrhGIQSegmH/nD4pvV/9Pn1Wfg8/cgA/QMOB+cFNgJk+zD1dvDp7LDrHOuq6/nqhenI6JHpYezN7mjxCvkLC1YkFD08TpNUUE1DOMod+wGz54rRTMKqvcHAwcuZ3fHz3gkMGPkdKB69G/0WMxG4DR0LiAgYBbQBCf8d+4T3k/MM8M/toO3U8xr/ewuLFCQYhBdcEf4IAAAE+YHzxe8M8F7zv/oZAh0I5QsuC9MGagAp+8r1v++y6q3nSefK57Tp3+u97THv6O8K8RP1RgNVGlMzkUXOTPJJajkcIZgGJuxP1NDBYbstwKLOv+Q6/jQWKyUDKv0mQiDCFlQKT/+w9trw+O3B7uLyDvc9+sD8W/9WAesD2Ak5EbYWuhc2FZoQ0Qfn/Rv0FOwZ5xzmC+t78wX+4gdVD60SChHzCnEC0/kE8ZHp4+TT4xzmQuqW7/fzQ/du+dv4kvbB9hkCNBYWLMo7XkG9PiEvihoRAyLrcNW0w3y/wsXk1jnueAeHHhIrai6yKK4f9BJpA9v1F+t65j/mBeuz8mj56/4WA54G/gjcClcOWhIyFGoTlBBeC/8CH/oH8vnqbOc46QzwM/k0A20M2BGtEjIPrQcX/g/0mOtZ5SjjWeWD6qXwjvXh+Aj69vlH+Bj1gfPI++UOuSWGN2xA0UAiNNQeVwYQ7g3XvsTLvjrFVtZx7WYHwh6vLOQv6ymiH5IR2gD28bnnvOMS5XXrf/Tv/GUCtwVYCMwJ+wncCksOVBIpEzkR5w1mB2X94vKT6yvnK+fA7Pf2JAKtCs0R2hMQEZEJEQB79h7tQ+eE5MnlNuq38Cj21fib+mD69Peq84rvEfPnAkMafTA4PWJCOjxPKnMUUvus4tLLar+vwPPMIuNc/KYVqCfGL/otnSQSGHoGyvWx6OPhTuIL6KPxxfrkAXQGaAmnChkKpQixCEwLpA6AEZUSdBHcCl4AtPQ662XlDuTM6WrzFP9/CVoSQBZkEyAM5AEU9wHtV+aM42HknelH8P/1Dvrm+177xfez8j/uKfNZBU4dGzIAPotCkTokKKkR+vdQ3u3HRr2dwIbQXuhIArMaOyvIMQwuvSN5FAMBoe8F4y3e6+Bc6UT0Lv63BdAKHA4yDwQOpAs6C/sMyQ08Da0KBAY6/nH18O4X68Tqgu0B9bD++gdVD9YSCBIdC1wBVffT7uboz+XT5pvqBPE1+Db95f4w/fD5G/T+7evrmvVGC3YjQzUmPQA+HDTPIEoJ+u++17LEO78KyHrbb/NGC2sgDi3kLzop0hxKDG75aOkd4DHfkOQW7qD4kQFeCCoNTRBZEKwNuApmClgLjQvKCi8IWgIr+rzzbO+u7AHtSvGa+MIAegmUEJsS6w6EB8j+//VX7pPo+OVU55jrH/IQ+UD+W/8N/f745fPD7brsH/rNEdAo3TVjPEY8bi/WGqYCH+pZ0nzCcsFqzZTi5PknEUUk/i4zL/8lshiSBm/zxeQz3uLfgOYb8S38EgVvCzIPZBC+DdQIKgW9BfgIrgwyDxoPmwrvAdX4APAw6rnni+ng8If7VQdNELQUgRNWDIMC3feq7o/nPeTR5D7pw/Bf+Kz9A//Q/Xr5+fIk7RbuIfwxEj4neDUIPRQ9IzENHdcEGepn0a3BdMDYyxHg4/eoD/Ij0i8uMcooVRorBwXzSeRq3YvelOXi7zX7JAWuDPgQkhFvDjkJxQTjBGQI1wxyDy4Olwn1AVf5WPAN6pvnA+mt7+j6WwelEN4UvBODDUQEK/r48IXpNeXu5DjpIfGr+Pn90f+N/gX7jvX07yLr6u6ZADsYFC1YObc+MjrNKf0T0PrM4afMisFxxJ3Td+quAQwY1ijkL24sCiG1EV3+qOwy4cPdDeLt6gX2yABKCeUO2BEIEvEO0AqICJMInwgSCPYGdQOs/R74b/MS8ALvzvBF9mv9ZQVtDL8P/A5/CX8Bt/jg8CLrKejy6DDt6/Nm+mn+Gv/v/Ob4qvPH7nHqoO1x/agUTyohN5Y9tDqkLAYYhf8C5/fQlcQXxQzSDudr/SkTBCRDLQQsoiJcFDACt/Dl4zffzOGF6Q/0sP5sB00NnxAbESgO+wmzBzUILQlECTkJuwbgAHL6NvVK8VfumO648uT5gwJaCqIPTRCLDAAFYvwP9ILtc+ml6HvrFfFB+Nn+DQItAbr8IPeX8fHrBeg47G/+2RbbK4Q40T0nOu8qQhWu/MvkXdAXxWXHjdXt6nAA0hQTJZIswikJH3wQ0/4/7hzj4t+q457rLvalAD8JjA6aEO4POAzWB7IFlgeJCocLvgr0B+0Cpfuu9CPw1+zx69fvq/iJAtYKnxACEqQO9gZG/l/1w+3U6KnmJ+mW75b3F/6FAW0BXf6S+arzBu1+56HqHfuvEX8nYTXfPN46HS7cGsoCVOoC1OPGecZN0tvlTPurEFEh7yrFKmcihRSsArvxX+VY4Hfii+l78wX+NwdZDVMQyw84DCUHngPxA+QG3ApIDcYMJwmHAwH9WfXl7qzqF+sv8DP5kgPrC3wQJBAgDLcF7f3z9bXuPOr96Nnr0vHJ+ND9Sv/5/QD7wfZo8SDs9Ofc6pn7aBTdKrs3FD0ZO40uEhv/Ah/qm9S6xoHFc9HV5QX7FA8NIG0qyyosIqMUUgM38kHlWOBF40LqmfOV/SUHjg2fEP4QLg6LCdsFLQYSCFQKiQriB+ECAf1b997xpO4i7tTwDvcRAEQJWw/JEMkNTwfx/nX2oe/z6j7p8+qC8LP3nv6mAukBKP4c+Rv02+1q6Fzmce1QAaQZZC5eOSY9CDjKKGgUefz05IrRyceZynXYy+z3AEwTmCHKKKUm+xzZDiL+Me9q5b7ieuam7cf2EQB8CNsNbQ80DmYK2wXtAgkEHwdaChsMsAv4CD4EEf409pzvzuv96zvwvfjQAqcKkg7HDhsM5wXh/dX14u8+7G/reu559MX6HP6q/gH9aPlQ9KruVOpD56Pp7PgbEagnrTUWPGM8SjL1H40IW+8+2UfK78bKz3nh1fVECZAa1CZJKi0k7xehB6r2bunK4kDjduhk8Df6JgQPDAAQXxBxDSEJpgVTBUkHCQmbCrgKmQiSAwf9XfYd8APsmOvR77/3owGPCt0PChEcDgYIFwBB+HrxT+ys6kHtOvNL+aT+rgHCAIv86/ZO8sXseOfj5Ejq6vxlFTArejddPA86xS3WGnsDaeu01pnKgspk1WDnxfoNDUQcuSXIJsYf+hL5Arbz1OgO5F/lC+s086P8rAVbDK0Pcg8mDHIHsANUAnME0QfiCrYLJQrZBhsB1vp59BTvLOzD7QP0nfw2BZkLkg5rDcAJCQT1/PP1HfA27ZrtXPHT9lj7Rv5P/8r9aPn989PutOmx5anm4PN5DAIljDSdOvM7qjSUI8wMFfTa3Y3NHMh/zure6PJfBXsWUyMWKXokORkrCiX6nOyz5MHjPecE7kP3rgGVCmcP/hA9D1gLkAemBXoG7gd6CfAJXghPBC7+ePeR8Y7tLOwa7wX22f5bB+0NChGQD+QJJAJD+kzz4e1Y6zDtyvKj+br/ewMaBP0A0PoV9ATudugC5CLjT+xIAjMcoTA+OkQ9pzikKTgUvPu/5PrR8MgxzMDZKu2fACsStB8hJ34lDxwcDjT+I/DT5gLk3uYq7c/1bf9eCBAOBhCqDr4KXQZXAxwDkAQ9B/AJ8wq1CeEF+/9T+Bny/u1h7PbuifVG/vgF1AuwDqANxgnlAyX9afaj8frvIfGo9JL5jf7YAaYCUAGV/b/3xvEU7B3oJ+Zs50PvfQJeGy8uyzWrNtUzqCefE1z8p+fO2KrQANK/3BbuIP+ODd8ZbyFXIQoZAQ0XAP3zF+uV58bp/O6J9b79bgZ5DBwO+ww8ChoHVQTzAg4EuwYPCdgJ+Aj4BVIAx/l/9I7w0+4p8N307Pv5AnwIewvOC+QJpgV2AAv7pPbl8xHzSvRt9/T6Qv2T/qr+qfxf+Jnz3+5l6vrn7ucM7ab9Axf4K3g1SDhoN68siBhEAXvrutl/zljNAdcd6E76rQoiGQAjryTWHeoRLAR19pjrM+YT53vrbvE9+lUE5QukDqQO0gwhCXEFvAPZA0EFJQfJCAkJKwe4AlD8rPXO8Bzu0+7u8m758gBsB3sLBw2qC34H2AE+/Hj3JvTQ8g/0PffK+uf93f/yAHYA7f1O+pT1k/Bz7E7qcerp7PP1ggheHkktPjLxMWYtuCDjDB74kubv2RnUwNb14cHxRAF7DhAZ6x5OHUIVAQpd/o3zGuwT6m3sM/FJ9yD/6gbfCxgN9wu1CfAGhARXA7AD0QRdBkkHPQcGBUYA6Pp19rbzDfLQ8ob2mftcAe0FLQkxCs4I2wWuAdz9/Pk396b1ifUa90X5UvuX/IP9Tv1B+2r4DfUK8VntF+vE6jztbvkGEIklETHzMy403C1yHcUHGfKN4DfU/8/O1ZjjwPSKBNwSyh1hIl4eaBT0B0H7QfCL6ezoGuwn8Rj4GwEnCVkN5w1nDJcJhgY+BCgD8wLZA1cGBgg9BzgEWAAX+/P1ffJi8RnylPX3+wcCdAZKCYMKFQmaBTwCsP7o+rn3vPZP9034jPnu+g/8Yvxz/Oz7x/nB9lLzEvAW7nztFu758u8BnBeDKMYvKDE5L6clAxRz/3/s5t0X1XLUctzt6uj6MwlrFYkd8R4EGbAO7QKc9+Xu5+rI65zvDfVK/CAEBwo4DLwLwAlJB9EEwgPCA+UDGAW1BpsHoAX7AZX9mvgT9WTzsPOg9bv5sP5XA6QGRwg7CEUGwgOZAKH91vr4+Hz4Kvj++CX67vrW+u76Qfvk+fT3rPW+8rPvz+2U7U/vsfiFDDQhCC2hMFgxwSxpHk4KvvVV5MTXZdJQ1lniifLMAa0PuRoNIFodcxQVCQf9j/LZ66zqye1m8qv4pQDRB28LwguDCugHRwXTA7ADtgO2A9EERQZjBrADxf8V/FP4cfV59G/2Lfl//MIAkATHBhAGogS4AuwADv99/RP9Wv3z/fP98/2V/VL7R/hL9sr1+/QP9Pfzn/Oh8mzy1vIX8xD2rALIFtQmNy1wLn4tqSReE+//Iu6V35nV5NOk2+Tpevl+B3kUdx0sH3QZ1w/dBCH5kO9Y61Xslu8b9C/7IgPJCMoKuAp/CSUHTQWiBNEEtASEBDIE8wKLAQP/pfur+HP3jvgO+uT8hwCSA+MEYQSSA5cBmP7O+xf7G/yP/YX/2AEJBNEEgQOxAMz8Zfhz9ELyffIs9Bb2avg7+yr9PP1W/GD6nPeJ9ez4sgX7FIsfECToJcMjgBn5CtD60+sp4LLaR90t5jrz9f/3C6wVQxpxGHoRaggo/lP1HfBm7+TxrPUp+3MBkgbUCKsIcge0BIkCAQKJAkYDMgRpBisHSwaeAx0AG/zj9wX2+fWK9/D5Kv1EARQEggX1BIcDrgHA/2/+V/7l/rD+KP6V/X/8lfqa+GH3Xfbz9Q73M/lU+j36hvmI+Br3AfVx9X39qAy5GmciFyYDJ0UhGxSWBDz1p+cP3i7bOuAX69f3DgRJD2cXRRk8FeENAAVk+8jzjvDy8F7z8faR/CoCoAXkBs0G+AU+BLwDhARxBbIF2wXbBa4EpgIdANL8/PmC+MP48Plc/E//kQFxAnECDQKxAML+a/1g/Ub+Sv8nAQUDqgPEAgMBpP7i+hT3YfQp8wP0S/bm+Ez7if00/jb9sfsh+fP1LPR0+WAH/xU+Hykj6iQ0IYMVrwbu94nqh+CI3fvh3+s7+LwDyQ0ZFQ4XBRPxCyYEq/sT9aHymfP59Yz5Rv5lAhIFdgWiBPkCwAGXAcoCywT+BfAGhAeEB4IFMAJS/gD7iPga9yT4VPrv/An/9wCPAqYChQFAAIX/A/8m/2QAowGpAWgBWAAX/uL61/dT9ffzZ/TV9R74Zvp5/Mb8mftO+hj4uPU69l4AsRBmHUEjKyV0JJ8bPA0X/gbwluRk3XTeqeYj83X+qwgTEp4WzBRXDn4Hlv8k+FD0OPQo9mr4G/wvANYCYwOVAt4BeQG6AY0DaQbDCMYJaAlPB5gDwv5U+g73rPXB9sf5h/4ZAk0FeAdmB6gEZACj/JL5X/gh+fL7rv9aAlsEtwW9BSIDf/8n/BD5jPZO9Sj2ovfy+DH6LfwR/gv+Wv2u/Nr79vma+Ar5Wv3oB7wTlhpuHPgb0RfhDZUCBvh07hfofueQ7Hn03vzfA8wJsg2ODTEKyQWLAQH9j/q5+rf7UPxO/ff+0f+W/xr/Sv/p/9oAIgMzBi8IGwneCcwJfgflAwUA5vsM+Bb2gfYq+B/6M/zT/mgBsgLtAtACiQKuAcgATAC0//H+8/39++r5DPjN9u31afaQ9xz5dvsf/Tb9wvuA+Xv29/O29tYCUhPaHikjuyQmIjgXZAiV+ijuvOOJ3/zja+30920BGQqIENIR7Q1kCPkCm/03+sH5bPod+678pP5V/87+m/3M/EL9Z/8uA2YHBQskDVkNjQs9B3kBI/uU9Rnyi/HX9Nj5Gv/fA0EI1go8Cr8HMgQXACf8r/m7+aH6sfvv/An/LQEZAh8CxgEtAXP/j/08/fX8XvvT+Rz5+Phl+Kv4SfpW/Bf+7//pARYD/wJ3AhkC9wDA/yEBUwViCUwLLAyNC2QI7QJS/oT69/ao9Hf1Rfn5/UICCga3CI0IdAbxAxsBdf5Q/Oz7Vvz1/Eb+xf/OANoAYgF1AwwFVwZ+B1IIrwb9A04C7//A/E76Ofll+Gr46Poo/nsAZQLlA80DAQIXAKH99vnt9cryUPG38Bvx6vE38sbxL/Az7o7tz/UHDT4n5jadOtY4FS+CGygG5PFy3ybR9c6B2MfmrvS2AB4N2BT7FL0Qzgv8BmkDxAJOAjUAd/3I+3r5TvUb8V3ueO/79Hf9kAexEEkXHxpjGcAUlgzKAhb5M/FN7aztq/B59C/4L/ub/df/VgHeAX0CMgQfB7UJKQuPCh0I3wNn/0b7kPc29fX0ivf6+t/+DQI4BN0E2QNrAtoArv+c/xEAFQG0AVoC7wHgABEA/f40/qz9k/7A/z4BsgKNA0YDnQHA///93vz3+6v7LfxU/ar+4/8VAaMBSgEnAeAAhwAFAEAA/QBtAUoB5gCZAKL/NP53/ZX9j/1v/sv/vAAnAYUBugE4AREA6/5X/kb+k/4+//v/8gAyAXMBXAEDAVIACwA7AOn/wP/A/zsAIwC6/3//Sv8U/4f+jf4y/+P/kwBoAfsB5AGjAZ0BXAGZAPv/QACfAOAA5gDmAJ8AOwDL/xT/af46/sj+bf+0/5b/5f5G/sT9ff1I/Wv9if0T/UT8L/uS+QD4s/e596j36fel+G75wvuYAz0P2xj7HK8cyRhWEaUI1ABR+Ynycu/O8IHzEPbV+Iv8uv/9AIsBpgKuBJ4GDAi5B3YFPAJt/9j8Avqu92f3wfmP/dgBlAWfCGAKHQu+CuwIFgY8ArD+1Pvw+Xz4Z/dJ90P3DPjh+K36c/wu/lIA3gELA8oCTgJzAdf/Tv1q+2b68vh8+JT4vfgS+AD4EfvWApEMvxJUFTAV+hJ9DQ4HyAAx+nH1c/R79n73Kvg9+h/9gf75/cL+yACkA+cFYAdyB/gFSQQqAm3/avur+C/4Rfnu+iX9AAAfArAD9QTPBfgFcQWWBJIDmwKpAbYAyP5o/GD6bvkh+T/5GfrC+wv+TAAwAl0DDgR5BJwEPgSHAwUDlQITApEBQADZ/o/9zPwh/OD7Svw2/Zj+9f/9AHMBqQG0AVYBCQFeABEAtP+0/23/Jv8y/w7/RP8m/4r/1/+HAOwADwFEARUBzgARAOP/uv+c/2f/Vf+K/1v/f/+F/1v/Mv+6/1gANQBMAPcAcwGRAW0B5gBkAPv/FwDp/z7/Dv8a/2H/bf/p/xcAxf+c/0r/Vf+i/0YAewBqAHsAnwCNAHYABQBb/1X/3f9qAIEA2gBEAScBagDp/+//wP95/2f/nP+Q/wsAsQB7ALT/bf8AAFIAcACfAHYAagBeACkA1/+W/0//FP8y/4X/rv/d/x0AEQApABcA9f+c/4r/y//R/yMALwCc/+X+df5p/kz+e/73/or/9f9AAJ8A4ADUAJkAagBwAHAA2gAPAS0BLQEnAX8BnQGdAZ0B6QGPAr4CoAJxAioCwAE+AaUAQACu/3n/ef9n/z7/LP9K/yb/FP/9/sj+h/46/on9qfyZ+1T6q/ga9132KPYo9kv2OvbP9cz0e/OX9LD+5BFnIkQnQyKKGtwSaQskBd/+kvn095L5Dvrr9inz3vFo8ZDvWPA996kBnwiJCrsJzgg7CJ4GngMAAKH9e/4DAUgC4ABG/gf9i/xQ/Cr96f8cA+MEfAXVBawFCQQtAUz+VvxG+2r7M/xK/ML7O/t2+8L7c/wo/p8A2wJ/BMkFFAeKB3QGVQRfAm0BvAARAAP/if0t/Cn7m/p4+qH6O/uF/Ez+7/9WAeECMgSQBFsESQQJBHUDvgIBAn8BsQDX/yD/Xf6P/Rn9Gf02/XH9QP73/nP/y/8RAHAApQD3ADgB/QBwAAAAy/+c/0//vP4F/tb9af7r/v3+Z/+c/5z/ef9//5D/xf+NAPcAzgCZAKUAsQBYAF4AewClAOAAnwCHAEYAjQCNAJMAnwAbAYsB2AHvAZcBeQH3AOAAIwC6/7r/uv/L/2f/Cf8g/4X/lv9z/4X/EQD9AHkBRAFqAMD/Vf9//4r/ef9b/57+4f37/Hn8OPwD/An8J/x//AH9H/2R/CH8t/s1+6f6PfpJ+jv7W/8KBkQM6Q9bDxgNdwqICL8HrwbDBUQEsgLyADr+fPvh+PH2QPZJ9/D5xvyk/kr/Cf9z/0YAPgFIAkYDVQSWBGcEaQP7AQMBIwDA/9f/ZADsAAMBagB5/2n+NP4F/tD9of3W/VL+NP7n/cb8Ifw4/H/89fw8/eH9h/5z/1gA1AA4AZEBqQEZAmsCvgLKAncCNgK0AakBcwH9AIEA6f+0/3n/Pv8J//3+Dv9h/+//mQBEAcYBHwIqAmUCvgLhAtYCdwLeAXMB/QCNALr/Gv/r/vH+Cf/T/pj+b/6w/tn+sP6e/kz++f1g/YX8wvsL+6f6TvpD+nL6cvo3+hz5lvfb9aj0mvVc/OcFxA1FESwPxgyTC0QMeQwuC0gKcAitB8kFdwIc/o74HvVK9Mf2u/kF+0b7N/o3+i/7IfyJ/fH+RAFMA9EEggVtBOUDvgJIAmUCXQPLBKIEpAPYAZ8AHQCF/yz/h/6w/uv+5f5M/gf9FfyB++z73vzW/Xv+gf6B/nX+tv4m/5b/UgD3AIUBowF5ATgBpQCHAIEAhwC8AKUAZAC6/2H/6/4s/5b/nP+6/8D/HQAjAC8AKQALAIcA7AB/AZcBqQF/AW0BbQGRAWgBrgF/AcYBYgHKAt4Bef+8AFT9LP8nAZb/OwBA/lL+b/5V/2H/6f8a/xT/tv73/nP/kP9b/0D+j/0c/mH/RgAvAFX/+f0c/iD/CwApAGH/8f5n/1YB0gHaAFf+Cfz9+4P9Vf+6/+P/NQAyAUgC8wI8ApEB0gHzAoQEtASYA3kBcADj/wUAmQBwAJ8AewDOAKsAkwApAOn/CwBeAKsA5gD3AJMA9f8s/yz/Vf/p/wAA3f/A/3//qP+6/9f/f/84/wP/Mv8+/4f+m/20/Lr8Jf2V/WX96vwV/Lf7pfux+7f74PtW/Pv8QP5AAEgCXQOwA1IDyAMGBSIGhgbbBXkEdQNXA0YDKAMHAuAAAADR/5D/tv5p/kD+nv4U/1v/W/9z/8D/EQCTAAkBRAF/AaMBlwGXAZEBlwG6AboBcwEDAasAZAARAKj/Dv+T/jT+3P08/bT8RPx5/OT8Tv2b/az9m/24/SL+5f7R/3YAmQCTAGQA1/9K/8j+6/5//wsAdgCHAJkA/QA+AYUBlwGjAaMB5AEBAukBqQFWATgBFQHmALYAZAAdAGoAtgB7ANf/c/+u/zsAKQDj/x0AOwBkADUAIwAdAFIAmQC8AOYAwgCTAEAAZACNAGQATAB2AI0ACwBh/w7/Cf/3/k//Gv9S/qb94f2k/tn+sP5d/pP+Cf9V/wP/vP6T/s7+ef/X//3+LP+ZAD4BgQBAAEYAXgDOAAMBsQApANoAeQEDAS8ABQDgAIsBwAHyANH/KQCHAAsAZAAJAQsALP8D/3//7ADGAeQBNQA4/4EAxgG4Ao8C2gA7AJMAhwB2ABEAFwApACMA7/9h/+//BQBh/4f+xP24/Zj+6/4a/7b+8/0H/ab9gf51/jj/JwGHAL79Y/68AMAB7AD3/kb+QADTA9ACwv4R/qr+zgC+AkgCjQDr/i7+gQDSAeYA8gDUABcA3f9WAZMAsQAjAGD9jf7zAlsEdwKk/kr8+f3vAWUFhwNb/x/9AAARA7ICLwDM/K78pQAOBJgDrgGw/hf75vu6/6wCVAIX/tz6dvt2AF8CAwH1/Hb7Af1kAHEFyAMu/mL8Qv0TAhYDOASBAOT8VvwR/iQCqAQ1AP37YP15/8IDcQKc/wv+pP71/+8BJwHv/0T/XgCo/8T9vP7kAX0C2gDS/Bn9SALCAzsAif0ZAvcAh/6o/+X+BQDOAOP/qQHmAET/AABn/20B1AC0AU//Jv9d/hsBTANYAKn8//1h/8YB6wO2AJn7nfzhAmgBhwCfAGH/yP6f+6L/AwTEAvL7jPngAKoDPAI0A4H7wflp/lMF8AYy/x/6TP6FAWsCMgH1/6j/Nv3I/tcEnAT3/nL6M/wMBQYFIgNw+wz4TvpNBewIlwFc+f74rgGRAZcBogQHAtv4XPlQAdUFhgbp/z33o/nT/pYEHQgy/+H1ofosBKAFgwJv/nf9x/n9Ax8HeQGL/Bv8Lv77AfQH+QLq+Sz3Sv/WB9sFFwBS+3D4XgAvCMIDFwCt+of+EwLtAmgBSgFk+8ABmwKF/0r/pQBA/lYBewBMA58AdvjT/uoGVwMs/yr96vz1/3sAawW8AAn/8vs6/rQB5wK/BKj/YPrz/RsBbgbgAML+K/q8+/gFVQdQ/CP79fxFBgcClf1C/SL+lQIRA7YAt/uH+/3+WABxBWMGDPh+99f/+wQRA+v+3/5U+oP9mwe0AXP88f6mAnH9PP3eAU//BQPWArYA9Pfu+koJ6wPY/BEAHP5n/54DUwVC/aH6nP+BAzgE6QFV94P9RwXnAov8j/rVBY0DwPwhAUT/cQJj/pb/9QR9/YcAAAAP/H//gQOY/n8BLv6W/0YA6wOyAo/9IP/3ABsB9wD/At4BRPwS+O0CIgNb/0AApgL9+0b7C/4DBP0DMv/c+sT9mAPaALf7IARcAa36yPtWAe0CFwjyAFf5Avoa/+4HPgSZAMn4af4+/xoENgVq+0z7yP6bAo0IDQK09Or80AK/B9L8g/2L/HYFZQVL+Uz+rgEfAu/8XwKBA/X/KfumAhoEov9O/Tv7yAAPDB8Cnvb9+48C3f9K/5IDsft5AVYBSfqdAeQBbf/sAM7+Gf2eA4EAAf1qAFgA6PplAnECvAD//Uz+1wS0ASX6Zf2FAfIAqwD9AI0A8gDD+If+GAXoB2v9NPaY/joD/AYyBP74zPzS/MYBOwXUCH/8U/WrAJ0B3vw/CUICM/n6+tP+HgWjARr/tAGk/jL3NQC1CeoG4/9X9sPwVgmYDkEFUfnT9tn+xAIDBL8Ey/8N9ff+5QNpAzsIgfs684sBlgRQAToDFfxU/Yn9PAIaB9/+Qv0C+hEAOgOBA88FwflY8wAF7wz/Alr6WfW2/r4KpQgz+bn6LPeXAZEM7wTY/I/y3vwuAwEN5gCl+Ez7Yf9fBSsHIQHj9I/9xAJYCDsF8PkF/tr7k/7hAjYF2Pxh/57+4fiICNMGj/oO+toA7QJXA9ACE/04/CMA3wOuBEz+ePfI/qkGogQLAxP1m/15/+wA4wSL/JgDN/qc/0QBXQO6Adv4Xf6eA0cFNP5A/qj3LQE2CgkBFP869gP8VQd6CUwAPPVa+t4B+wxfAoD5Vvxi+Z8IVwN1/lT9tv46A+UDr/kT+tEEEgUABQ3yVvzDBQIHCQTH9if8WQWW/0EFDwEq/Rz+uAKd/O39KAYIB+b7mvXmADsIKgLU+z78tAFV/0UG6f9q+xoEMveV/fYJ8/3q/Gr7EQN5BJX9o/xMA+YALP/q/A8BXAFKAQ392PwkAusDf/xQ/AMEEQAdAKUAo/lPBL8Eov8A+FMFiQLQ+g39OgPQAo3+NP68/v0AQwdQ/Fr6IwB/AUUG2gCB/jn54/9pA7f7oAWIBQz4Xvt2BasA0gH9/sH50gEGCDL/Iv4/+dgBVwZXA4n9fPst/HECPwbkASf86vnr/hH+rwlUAuP/LPc7+yIDhAeHAHb7kfzKAsIA9wB5BIkCrvw1+BH+bQRSCwcCwPQr8v0DBBGdAejy6/aaBU8EGwn3+xHzBQNrBWH/swd3/QX2TPtsB3sLZADO84HzQQjsEL8EhfGT8xoEmA7DBQP0efxk+4oEeQyQ///1RfbkARYGZwxg/VH2P/nc/U0Ifgf9/j33IPexCAoRlv8c9tTzggWAEZsCE/U89ZYEyAveAVT6y/co/rsG9QQN/aj/UgBa+jf67AgzBtz6OPzB+esDMwZlBVz8KPY6/icJeAcR/kn3hf9a/d4BcAjI+9T72gBvA7ADIP/G9K4BUQZrBVX/LvMD/8cG3wP3AF77cvoUB8IAtAEyBDL0Avc9B98OUv7l9rn33f99Dc4IjvXl7oYGMgwP/Ez+Cf9b/6kB3wNKAWL8M/xYAAj6sgpjDgTudfN2BdwKpQjo+lTy9/7iB+QJvv2A8ZD/GAURAxUBf/+w9jwCRQZoATr+vABU+hf+WAiZAA/8W/+y/X8B7AC3++YA8gDL/2gBtP8fAoz5QP4tBvIA6wNV//j4UAEACKX78wLQ+u39eQRAA+n/F/u1+bICKwoqAuH1ivduBiwESgHUAL71tP/KCl8CWv3s+8v/7wGRAXsAIQE1+0r8+wQ7CBH+6ffyAPsB6QQO/zv77wQX/h/6lAWgAm3/xgG6/OkBUAHc/WL5qP+FCaoDFfST+2QIfQIz/DsA0f/N+XYIkgOu/Kb9RP9C/WkGdgjo+un03P3/DcsEbfeI+K78ZQKVCjoDIfxJ9wn81wTrC4sBjPmB84X/BBHkAfz5cvqz99MGOQlhBCz0LPfgCNgBZQK0/yr9JwFCApEBKfv0+qgEAwEDBNL8jvXIA2cMiQI29Uv2DQKtChwGkPc49KwCKgVQCYn9Gf3h+Ff+JA2rAPz5n/sm/5YHDgR4+qgE7f3y+7r/ogR2AP/9rvw5BoED/vie/kADZ/9A/pH88vv3AwcKA/8B9REA5gD1AcUEGgR6+ZP7xf+LCR8CTvrq+XcC6QTA/23/2PyxAG/+LQF9Aoj40f9tBCL+YvlhBKL/yP48AioFRP+P+uv+jQDbAsUEH/339jj8WgKFCRcLyPuu7OwAygqhCmUCBu0/+asIVwZ2CIP1sPaF/98G0AoT/VjwIwDzCpsH9fyu/CD3kP9rAsQNLQmE74zu8gh0ESIGK+/B8TYFqA9aCoz2Ye/Q/UkPmA4+/GXtB/3lA0cIOwX7/PX0+vptDJYEUgAq+BL4FgMrB/QHsvWa+I0Liwlq+Pj4sQC8A38EZ/82Aln4ZvrTAxQHUPzC+78HbvzC+yz/TgIhAeX+KgLM/AcCGQLs+1L+6f8UBLT/9/5x/U4CsgW8/gcC5/WM+YIItg42/WjxSfrJCNUF+/+F/Eb7TQX9AGP+F/vRB5MAdPkD/8D/tATtAqr++vf1AZ4GePonAZEBwgBEAbv5RvtYCHoJm/qf8w8BuRIjADr2E/qoBEoBQQWkBnn0MPXFB1ABywS8AID5kP9xAv3+0wOgApL5CPpJBL8EaQNq+Pz5CQHjBGcE//2F/Gb6xQevBmD9Kv0H9YX8wAlLESz3UvNB+0kH5Amq/sn4af79A7T/rALWAr79vvLS/JQNaBHn/bjqUvN7CxoXkfz28aP50f+LDLgCiPiD/Xv+/QCVAtYHsv3L9+H9QgKyBV4AH/1a/Y0DngYq/Vz54PuQB8UHh/vJ+I3+rAVl/Zz/ewDC/pMA//3aAAIHN/ef+zkJ5QNu/KkB6f+H+zgBkARAAyH0of2bB1YBcwFa+jD9gQBNCPMC5Py3+13+swegAmn+tPxh/1wBsv01CNj5FQEJ/Ez7IQnF/9T7ivqfCP8CLPe0/yEBOAF//4/9MAU5Bnr5kPfbBfYJqgMz+fD5qP9MA9cECQQe+JD39/6eA9IMPgG98Bz5UQ7qCUb7tflf+DMGGgcRAPH+WvKu/OUODAhB+x71kfwbCZoFNfuJ/cL7CgYJBDT+jfva+54GzgDQAiQCcvrd/1YBxvy+Crr/FPe6/z8GHP7y+JsCPAJA/oEDcwHa++X2JQd0BkQBLPct/F8Nh/7AASP7WfgrB90E4/+RAWb6PP3T/q0HJAKT8Hn/0wb8Bhf7yvpQAbwDRv5GA0769fyeDgv7n/s+/CP7IQkOBFb8yPtWAbQBm/2pAaMBF/sjAO0CtgMv+8b8ZgdHBU/34Pt1A/UEbQSn+gP8pv2IBU76cQXQAgD7hwDaAD7/SAJ//y0BmANr/Zz/EQAUBHj3gwJ0BgX+kwBx/YX8Bf5g/XENyP4H9a368gDiCkICb/Zc/E4CdgW2A+z4uvz6BzoDewBf9f37KAZXA9ACmQB++sX/l/wJBMsEWgLK+oHzTwShByIDF/7l8y4D9QRYAHv+cABz/4f+F/tEBFMFIwCE+rT85/0lBzACE/1P/6v7R/jDCHsLq/hX+ZP+8/1bBOYIf/8S+JP+zghIAsz8n/vT/u//wAnPBUDzgPkqAvgI1Ajg+yL2jPkbDIsJ+wG69PbxpgXACdkGZfXa+/UEqAQj+1v3rwnv/74ClgRx9bz7uArDBTj8KvVm+m4J/wLAAaj/X/Vt/8IArAKvBt3/P/kR+98DVwa2AJX6DwFh//UBqQHeAX//3vnfA18CewCY9mUChgb7/6r+0/lB+2MGIgbZAwX2uP31BCIGsv3y+3j6XAHWByEBTP7p9GEEaQYZ/ZUCA/zUAI0AlgRo+asIvPbm+DYFVwN7AzH6G/yDAnAAAQLS/Hv+0wa8ADACkvn7/KsIqfxcAcYBKQDv/xn9Wgob9Hz4igdpBrEAefzo+lv/iQIaBxwDuPV0+ZEBgA7tAt75A/SVApQF1gJiAXP3Gv/YAScBpQDVBXj6fvoLA38EqwD3AJkAjPms/coC0QcFA079afY+/HsLhARa/QL3l/wcBqwF9/5c+cX/DwEnAf0Dvv2S9uAIYAe0/Dz91ACz+rwDTwSNA1f2Z/9HBY3+Lfxu/LUGNv0BAlABL/tv/m8LUAEt+Vf5RPyWB8sH5Pyh/cr61Pu1Cev+5QMX+7r8GQLq/O8EzwU8/ZT4rvxqCHgHFPd79kr/AAhpA2r7LfzyALr/WwReAML75PzdBDEHefxE/GUCyQW3+9r7vwRhBDL/x/mLASoF8f4f/S7+SAJc/N3/SQRM/o8CavuM+WEE9QFdBub4J/lHBQwF3P2RAfH+3P3W/fQH1gJL+WgBHQBWAS/7W/9CAhsBYwOv+eT8ZQJVBDj/3/4Y+JYHYQRkAHj6PfcnCUkET/8n/L797/88AnYF3P3b+EQEFgPF/1sEsQDq/HP8rP3vBOkB8f5O+gUAFgMBAuf9vfikA1gA0AKm/RQEEPlh/zAC6QELALr8TACPAkT/HAP9/ir9pP4h/BQH5QM5+Z7+hAQg/+39Vf93/UsGsQA2/QwFQfgJ/BcIAwQt/Ff2iAiUBY3+3P0/+QECaw1K/y7zZfjNBj8GngNS+3P37QL7Caj/bvk6A9f/tgCk/iD/5/1bBzIEhva592gBORFaAnTxU/hgCh8CtPyfAHP/9fyH+/gInfwkAjsA3vn9A50BUgMLAOT8aAEg/+//aQN5ATf6HfumBSQCtwV0+SP7SgE+/zEHfQIJ/Ob7zPxlBWIB3Po1+8L+YgmV/T365AGjCeX2zQNAAH//4PuQB8YJzfat+mr7iwysAif8ugHIAC7+Vf8F/i8AVgFkAFIA5PkDAfYG7/wwBVr6p/p5/yoFMgTpATn5DvdZBT4EePoN/VIIfwHR96X7TQWHC2T7dfNO/WwHtAxD+r71ZPsGEKYCQftJ+hf+vQg/BmX4I/vbBU//BQPz/XX2NgL2BlIAff2D/Q8BCQESCMAB6vwT+mH/LQly+r79Iv5a/QcC8QPO+wMBTv0m//oHNgLgAKz9IP+uASIDyPub/WsCNft9AtP+n/vA/0YD+wFb9+wAXQNG/qT+FgOP/TT+7/+V/SgD0/5E/xcA8gB5BAMB8vsX/gkE4ADr/sT9fwG6/9IBq/sB/QUDMALj/538owHy+2MDFATF/0D+eQHYAdf/QAD//ZgDRP8q/YEAaAF2APf+pP48AtIB+/wm//EDfQKV+ib/1/86A4EDTABb90T/OgMUBI0Awv6S+fv8VQfZA8T9hf+V+vcAtgNfArT/dvtS++39bgalCIz5AfIHAnwI6gnNA4H2Y/b/ArADoQebAvL4uPLW/W8OiAix+wHy5PwyBJMLqQHm+Ob75QNGAPIA8wLQ/Wb6IP/gCDYCg/1w+7r/aQMUB3n/L/hE/BYGRwVSAIH+fvfpATQD1gLQAib3uP28A48CJAJ1/rv5KP4SBQYFiv/s+9b6DQKoBAYFQP6G9oP9DwkkBY/9oPgg/wP/kgaoBEL9gfv9+43+iAgABav4u/n1/wwFfQIdAHn/M/my/WMD5AYVARn63vnFBAEKH/2s/Y/9tP8OBBwDwv6b/Sj+Gf2iBGMGIQGb+pH8SAJMA5AEcvou/i/7TAO3CFr99fxo/H/82gC2A4EDQv0x+p7+dQNaAjgE2vtT+N78sgWIBd3/D/zw+T4BWwRXA7H7RPyyAkADRgDW+g7/CQT5/Rz+iQJd/j4BUAHI/gP/PgFoAcYBRP/aAGEEagA8/av7VgG+AmsC/f4u/l3+A/9PBO//tP/i+vv/cwHnAqwFwfnm+M0DIASH/toAGv+j/FABzAGuBIr6OPyT+3cC3AdiAVj7rfpcAR8CngMoA3T5h/uw/r8EYwafAPf2bPrsAHIHAwST/t75zv77ARgFxgEs/xf+Vvz1AdsCVQSW/3n8mft//6QD3wNM/tT79/7L/6oDHAP//Q/8bf/zAkYDoAIf+sb8HwJfAhT/j/1zAXP/YgFaAmoAA/9//+0CEQAu/hcAMAKxAAH9A/9j/gMBJwFj/vcAUgDvAcYB0/4o/hEA7ADZ/mD9lwERAMD8kP/3AEoB3f8Z/SL+kQHGARcA0P0X/uYAtgA1ALz+uv/d//0AkQEJASb/6/4a/4r/+QL9AI3+hfwLAHMBUAE6/kj9JwHYAWQAzgCH/nP/0gE+AXv+Ov68AGUCgQBv/kQB1/+W/9f/fwGLAfv/+/+F/2QA7//9AIH+lf0U/0//iwGNALb+Pv+Y/rEA2wKBAET/EQBKAeAACQE4/5z/PgHsAC8AA/84AScBTACF/w7/gQDOAB0A9/5X/uYAugHIAIf+Gv+W/4EAwgC4An8Baf5O/br/7QIDBD4BCfw7+yb/BwIHAsgAOv5l/RT/9wDpAfsBTP6F/G/+/QAwAhkCwP9M/mn+0/7gANIBLQEJ/2P+W/8+AcYBzgBz/6T+e/4jAFYBtAEvALz+b/5MAKMB6QGxAIH+C/7d/wECTgJwAEb+d/2K/wECBwK6/5v9HP4pAKMBzAFwAM7+C/6F/3MB3gFcATL/4f0D/7YApQAXAPH+jf4O/ykAXAHyACb/wv55/zsAyAAJAWQAAADX/+n/NQCHAEwA9/7C/tH/QACrAGoAOP/I/k//UgCfAHsA6f84/3YAkQGLAa7/Dv+F/xcAjQC2AMD/W/+u/6j/HQCTAO//Dv9n/3sA1ACxAMD/sP6e/gUAFQGdAYEA0/6k/hcA1ADyAMX/vP5P/0wAzgAPAZ8ALwA+/2H/IwCNAF4A9f9z/3//BQAdAMD/Z/9t/0YA7/+K/5D/lv/X/3AApQAFABEAXgDIAOYAjQBn/yD/qP/p/1gAjQAjAMX/LwDyAJkAFwCQ/0r/T/8FANQATADx/kD+LP+lAC0B/QAdAKj/EQDIAEQB4ACQ/3X+k/6F/4EApQDd//H+e/4y/14A/QCBAMX/7/+HALEAcADv/xr/Mv9YABsBLQFAAH//Yf95/yMAHQDp/7T/Sv9K/wAAewAvALT/iv/R/zUAyADIAAAA6f/7//X/QAApAIcAcABAAGf/T//p/3YA8gADAVgAqP95/8v/NQDv/8D/y/9z/23/+/8vABEAwP/d/+n/RgB7AOYAyABkAJD/Sv9GAMgAIQGHALr/c/+i/+P/+/+K/1X/ef/v/0YApQB2AMv/f/+K/93/CwA1ACMAQABSADsALwDp/+//EQCF/5b/tP/7/0YAZAARALT/hf+u//X/OwCfAIcA9f8FAEYAhwC2AEAAov+F/5D/uv8XACkA+//d/xEAgQCZABcAuv95/8v/gQCfAGoAOwAAALT/4/8jAAsAIwD1/6j/0f/1/1IAhwBMABcABQDj/xEANQBAACkA1//X//v/HQCHAHAAOwCu/w7/LP/j/7EAcADj/8v/ZAADATIB1AD1/1v/Z//1/3sAgQALAFX/RP+W/14ApQBwAO//tP+i/7r/WADIALYAkwBMAN3/xf/j/+n/AACc/23/xf+xALwAcAAAANH/ef/L/yMAAAARAAsANQALAPv/IwARAPX/RgBMAB0AKQALAOn/FwA7AGoAWAAdAB0AIwA1AFgACwD7/7r/wP/F/6L/nP/7/y8AHQDX/67/6f8vAIcAnwC8ADsAtP+u/9H/LwBwAEwA7/+c/67/+/9AAF4AWAA1APX/uv/L/8D/wP/A/xEAOwAjAAAANQClAJ8AgQAAAKj/1//1/y8AEQAdAPX/wP+K/8D/AAApAEYALwAFAMv/xf/p/0AAhwBeAC8Ay/95/4X/y/8AACMALwBAACMAIwApADsAIwDj/6j/tP/j/7r/3f8XAC8AIwAXACkAEQAvACMAKQDd/7T/rv/L/0AAhwCrAJMAUgD7/6j/qP/p/y8AOwD7//v/IwApACkAHQAFAOP/IwDR/8v/7/8XAAsA1/8FACMAXgClAHAANQALAC8AAAD1/yMA0f/v/wAATABGACMAFwAjACkAKQBGAC8AOwAvABEAHQApAC8ACwAdAAsAKQARAB0AAADp/9H/+/8vAEwATAAdAB0ABQDj/yMAHQAAAMv/y/+6/+P/KQBAAFIAEQBYAHAAdgBYACMAIwAdACkAUgB7AEwABQAFAPv/IwAjADUAOwARAO//xf+o/7T/xf/d/xcAAAApACMABQALAAUAFwApAC8AWAB2AIEAkwB7AHsAWAAvABcAHQApAO//AADX/9f/3f/j/9f/6f8pABEABQALAOn/AABAAF4AgQBYAC8AIwA7AEAAOwAjAB0A1//A/8v/wP/1/x0ALwA7AEYAQABAAGQAOwApAPv/3f/L/9f/HQDp/93/0f/L/8X/xf/X/wUARgAdAPv/IwApADUA+/8dACkAQAAFAO//HQDj//v/6f8AACMAAAARAO//7/8dAEAAUgA1ACMAIwAjAC8ALwAjADsALwAjAPX/6f/F/8X/wP+6/93/3f8AABEAKQAdAC8ALwBqAFIAOwCBAC8ANQApACMAIwALAOn/0f/v/ykAy//v/xcA1/8FAPv/HQAdACMAIwAFAB0A6f8AAC8ABQD1/8D/4//X/8v/xf/j/yMAIwApAAUACwBSABcAFwApAEAAIwApAAAA7/8LAOn/4//R/93/y//F/+n/7//p/wAA7/8AAOn/AAAjACMALwALACMAFwD7//v/+/8XAN3/0f/F/9H/4//v/9f/6f/p//v/+/8XAPX/+//L/8D/y//j/+P/y/8RAMX/3f/j/wUAFwDv/9f/6f/v/y8A4/8FACMABQAFABcAOwApACkAFwAXAEAAFwARAOn/BQDR/wsA9f/d/ykA9f/7/wAAKQAdACkAIwAjAC8ARgApAPv/AAD1//X/9f/d//X/HQARAAUAFwARAB0AKQALAB0ALwAXAOP/6f/7/xEAKQApAEwAOwAjABEANQBAAB0AKQAXAPv/wP/L/8D/9f/j/7T/1//X/+n/EQDv/+n/0f8FABcANQBAACkAIwAFAAAA3f8dAAsABQAFABEAEQAdABEAKQAFABEAIwDv/x0A+/8vAPv/6f/v/+//EQARAMX/0f/p/8v/7/8LAC8AOwA7ACMAKQBMADsA9f/7/+n/xf/X/8D/1//X/wUAHQAXACMAKQA7AEAATAAdAC8AAADd//X/6f/R/9f/3f/F/93/1//F/93/4/8FAAAAFwALAC8A9f8FAOn/7//1/+//3f/p/9f/7//j/9f/KQAAACMANQAdAEwAKQApAPv/LwAAAOn/HQALAB0AQADv/wsAQABAACMA9f9MAPX/LwALAOn/9f8AAAAA7/8pAC8AIwAjAAsA3f9AADUANQAdAAsAAADX/+//wP/v/x0A4//X/wAAEQAFAN3/0f8XACMAIwDv/xEABQAFAB0AFwAjACMAmQBAAEAAKQAvAAUAIwDj/wUACwDv/+P/9f8dAAUAFwARADUAIwA1ADsAEQAAAN3/FwALABcAHQARABcANQDp/xEAFwA1AB0ALwA7ACkAFwAXAC8ARgBAACkAKQARACkACwD1//v/1//v/+n/7/8XACkAEQDv/+//BQARACkA7/81AAAA4//F//X/BQAdAAUA3f/d/+//6f/v/8D/AAAjACMAIwARAPv/9f8dAAUAIwAjACkAEQApACMAOwA7ADsAQAA1ADUABQDv/wUA6f/j/9H/9f/F/+//4/8AAAsA+//v/+//KQBAAPv/LwApAEAAOwA1AFIARgA1ABcA9f/v/93/0f/F/+n/6f8dAPv/BQApADUAWABMAEAANQAvAB0AKQApAPX/1//1/93/AAARAC8AIwBGACMAQABYAGoAOwAXAAsA9f8FAB0A9f8LACMAHQDj/+n/IwApAB0ALwALAAAALwAdACMAIwAjAAsACwAvAAAA7//p/+//1//R/+P/4/8FACMAFwALACkAHQAdAAsALwDj/xcA6f8RACMA7//p/+//BQAvADUAIwApACMAIwAjADUAIwBMABcAHQALAB0ALwARAEAAHQAdACMABQD7//v/6f/d/8v/AAD7/x0AFwAdABEABQAjACMAFwAdAO//4//R/+n/3f/d/wAAy//R//X/wP/7/wAA4/8vAAsAFwAAAB0ALwAFADsAHQA7AFgAKQAjACMALwALAB0AKQApACkAHQAFACkAIwAjACMAIwAdACkAFwALAPX/9f8pAOn/3f/p/wsAQADv/+n/1//1/+//FwAdACMAKQALAAAALwA7ACMAFwARAAUAHQDA/+n/1/8pAAsA1/8dAPX/KQAjACkAKQA1APX/3f8jACMAKQApAAAA9f8vAPv/LwBAACkAAAARAPv/BQAdAC8A6f8RAB0A6f8dAPv/9f/F/+//+/8FAC8AKQApACMANQAjAEAAcAA1ACMAIwApAAUA7/8LAAUAFwAFAC8AKQAdACkACwARABEAIwARABEABQDv//X/y//j/8X/6f/v//X/4//X/xEA6f/d/+n/7/8dAPv/IwDv//v/HQDv/x0ABQBGAEAAEQAjAO//6f8XAAAAIwApACMAIwALAAUAKQAjAAsABQAAAOP/7//d/7r/xf/F/7T/wP/A/8v/7//v/+n/IwA7AEAALwApACMAUgBkAAUAEQAAAOP/y//A/6L/nP+Q/5b/ef+W/8v/3f/1/8v/+/8dACMANQA1ACMALwAXAB0ALwAAACMA+//7/ykA6f8dAOP/HQARACMAIwAjACkABQDd/xEA0f8dABEAIwAFAC8AAAARAC8ALwARABcAFwDp/x0ACwApAAsA7//v/9f/KQD1/+n/3f/j/9f/BQD1/wsAAAD1/+//xf/1/8v/9f/d/9H/xf+0/8X/uv/F/wUAEQD7/y8AHQBGACMAKQAjACkAIwApAEwAKQApACkAAAAjAO//1/8FAPX/FwAXAAUA7/8AAC8AEQA1ACkAFwAdACkACwAAAC8A3f/d/8v/1//7//v/7//L/+//6f8LADsACwA7ADUAAAAFAAAA7//7/xcA9f/X/9H/1/8FAAsAFwAXADsAKQBAACMALwBeAC8AHQA7AFIAQAAdADsANQA7AF4A+/8XADUAKQAdADsARgAjACMAKQApAGQAUgBSADUABQAjAAsA6f/F//X/1//v/+P/0f/p//v/AADj/+//HQAAAAAA+/8AAAAA9f8AAAUA9f8FACMAKQALACkAEQAdAO//KQAjAAsAHQD7//X/+//p/+n/CwAFANH/7//v/wAAKQAXAB0AKQA1ABEAIwAXAN3/AADR/8X/+/8AAAAAAAAdAO//HQA1ACMALwAvABEAEQAXABEAKQD1/+//4//j/+//+/8AAOn/HQDj/+P/AAALAOn/FwAXABcA9f87AAUA6f8vAAAAHQALAO//+//d/xEA6f8XAAsA9f8pAPv/AAAjAAAABQD7//X/wP/L/9H/6f+0//X/tP/v/wsABQAjACkAKQAvACkAQAAjAEYALwBAAEwAIwAjAO//EQAjACMABQAXAPv/1/8RANH/IwDp/x0AwP/p/wAAIwAdACkAFwAFACkAEQAAAAUAKQARAAAAEQAXADUACwAjAN3/HQDp/+n/7/8XADUAIwAvACMAIwAvADUATAAdADUATAApACMAIwAFACMAEQAjAO//LwD7/+n/+/8XAO//6f/1/+n/CwARABcA1/8dAO//BQApAB0AOwALAB0AAAApAAUABQD7/wUABQARACkAHQAvAPv/AAAjADUANQApABEACwApACMAKQAjACkALwARAPX/CwARAAsAKQApAAUAKQAvACMAOwA7ADsANQAjABEAKQAXACMAEQARAAsA9f/j//X/7/8dAMv/+//j/wsAFwALADUAHQAvABcAHQAjABEAKQARAB0A1//d/wsAy//1/y8AAADj/wsA4/8AACkA9f8RACkAIwAjACMAKQAdAEAAEQD7/+//+//v/xEAEQALACkABQAdAB0AEQD1//X/0f/L/+//4//j/93/0f/d/9f/CwAdACMAIwAjACMABQApABEA+//R/+P/4/+o/8v/y//X/8v/+/8dAAsATABAACMAWAApACkAEQARAAUA+/8XAPv/AADp/93/BQDj/x0A+/8RAPv/6f/j//X/4//1/wUACwD7/+n/+/8XACkAHQD7/yMAEQAdAB0AEQBAAEAALwBMACMARgApAFIALwA1ACkA0f/L/93/y//F/8X/ov+u/7r/6f/X/yMAEQARAC8AOwBYAC8AOwARAPv/LwAdABEAEQAjAAsA9f8FABEALwAjACkAHQAvAEwAHQAjACMAAAAXACkAHQD1/x0AEQAAACMAKQARACkAFwAFACMAEQAdAAsAAADj/wsALwD7/yMAIwAdABcALwARABcAKQAXABEABQAjAO//EQAXAPX/IwARAC8AAAAAAB0A+//p//X/BQALANf/HQD1//X/+/8AAOP/AADv/wUACwAvAAAAHQAdABEAKQD7/wAAHQDd/wsAEQAAAOn/4/8dABEAKQAdABEALwALADUAFwAvADUAHQApAAUALwAjACMAIwAAAO//HQALAPX/+/8pABEAFwApACkAIwBMAEYAHQBAADUACwARAB0A4//p//v/6f/L/9H/+/8FAC8AHQAdACkAIwALACMA+//7/93/0f/p/9f/4//R/8X/0f/1//v/IwAFACMAKQAdAC8AHQAvAAsAFwAjAAsAHQAdAN3/4//v//X/IwDp/wsAAADX/+//FwAXAB0AKQAdACkAAAAvAAUA+/8XAAUAEQAAACMA3f8FAAUAFwAjACMAIwD7/x0AFwAjACMAHQAXAB0AFwAXABEALwAXAEAABQAFAB0AHQAFABcAHQAjACMAIwApADsAHQApAB0ACwAXABcAEQAjADsAIwApACkAKQBMAEAANQAvABEAFwAFACkAIwAjACMABQAdACMAKQAXAPv/HQAAAN3/EQDv/wAAEQDX/+P/3f8dAPX/FwApACMAIwAAAB0A\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "AudioItem AudioItem: 3.097625sec (49562 @ 16000hz)."
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def test_AudioList_from_df_data_and_sr():\n",
    "    import glob\n",
    "    #Create Data Frame\n",
    "    df = pd.DataFrame(glob.glob(str(path/'**/*.WAV'), recursive=True)[:10])\n",
    "    df.columns = ['FileName']\n",
    "    df['SampleAndSr']=df['FileName'].apply(lambda n: torchaudio.load(n))\n",
    "    #df = df['tmp'].drop()\n",
    "    \n",
    "    display(df.head())\n",
    "\n",
    "    #Create AudioList\n",
    "    ils = AudioList.from_df(df, path, cols=['SampleAndSr'])\n",
    "    \n",
    "    #Test a item\n",
    "    i=4\n",
    "    print(f'FileName: {df.FileName[i]}')\n",
    "    a = ils.get(i)\n",
    "    print(a.data.sig.shape, a.data.sr)\n",
    "    display(a)\n",
    "\n",
    "test_AudioList_from_df_data_and_sr()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Export"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Converted DataBlockSequence.ipynb to nb_DataBlockSequence.py\n"
     ]
    }
   ],
   "source": [
    "!python notebook2script.py DataBlockSequence.ipynb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:fastai-audio]",
   "language": "python",
   "name": "conda-env-fastai-audio-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "types_to_exclude": [
    "module",
    "function",
    "builtin_function_or_method",
    "instance",
    "_Feature"
   ],
   "window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}