mirror of
https://github.com/jsvine/pdfplumber.git
synced 2026-08-30 00:50:24 +08:00
955b126b80
- Completely overhauls the approach to table extraction. - Adds visual debugging. - See CHANGELOG.md for details.
760 lines
322 KiB
Plaintext
760 lines
322 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"deletable": true,
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"editable": true
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},
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"source": [
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"# Demonstration of `pdfplumber`'s `extract_table` method.\n",
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"\n",
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"This notebook uses `pdfplumber` to extract data from an [California Worker Adjustment and Retraining Notification (WARN) report](../pdfs/ca-warn-report.pdf)."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"deletable": true,
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"editable": true
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},
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"source": [
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"### Import `pdfplumber`"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [],
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"source": [
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"import pdfplumber"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"deletable": true,
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"editable": true
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},
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"source": [
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"### Load the PDF"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [],
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"source": [
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"pdf = pdfplumber.open(\"../pdfs/ca-warn-report.pdf\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"deletable": true,
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"editable": true
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},
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"source": [
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"### Get the first page"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"collapsed": false,
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"deletable": true,
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"editable": true
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},
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"outputs": [],
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"source": [
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"p0 = pdf.pages[0]"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Display the first page"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"data": {
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rJG6ww5byjZeOHWU7k70S4e7CXWrkh6x1Tp08jhA6dfK4+MGurw5/e73xtL73\nzi9DCGr0BWuJ0NSlPYRQ/1djwZt/f90lG6553/XHjs5tvuIqOL5u/YZjBouyp04e37RYbPHycPzY\n0ecnvnsfMn1u69TJ4+Aih57d/7XIFz756c+uZzzGYlVloZb2dIRhGmL1Ym+zIHQqT00ffPYATErq\nJbARcA0+deL4Hf/593+U/v41115Ptfj66desm4OS/+CzB6iSx47M4drwBw4A69oHn92PF4KVJ6dN\nRo1JZIRT1q3fcOzonNFwIC9IrONx6oiuZdmpLWo7Q5DxHyFk5RIAfXXs6Bz4JyRg8H7zlQM7bCnf\nsHg9RQgpT02D45n7IVsh5K5gM8a6SzZ8459+ZNQEvhA0+oK1RGj2m803X7ElcPsXIb93zbXXH3x2\n/8Fn98PSj1Evb7riKkhpHHx2/x91XgkLtOvXb/j6ff/ce+eXYUcIWf7gsweUp6YhDwmGf+SH37/m\n2uv7vxJjE+PmVVkHGoV/ZO7apCFWL92aPyF9VnlyGp62qKPA5rw10z0yx7Z47TZXReYg5WdLijd1\n4dpWYLrenC7Pp9ZdsmHknsixo3MHn90/9o2vT2cftjhqKB5Jf//UiePKU0/A1gqj4UC1/vji8z51\nUojzFrqWNSncNoYg4z/SuwQcOzo39o17yBD6Semz6y7ZcE/kC1Dya5EvoMVkTNsDGy3gn+6wJX3D\nemRQnpwWP/hhVM4P2Qph0f8b//TIN/7pkVMnjitPTsPd78Fn9x87Onfwuf1sW825YLWcFvyJGPxQ\n/Selz4of7Lrztk/+8UffjxCCm4xr3nf9uks2jHwtfOi5t54v+KT02Wuuvf7O2z55522fFD/Y1eX5\nlP/2LyGE/qjzyjtv++Spk8ep1O7YN+758hc/M/HAfZ/89GcDt38JIfTJT38WrvqQ7VSemsatvL/j\ngyZVWQcahX/USwQAVmZWL1Z3hNBOz6eOHZ275trrQTZz3esLbNegWrz1ji9VZA5SfpNO+PKXPrNC\nUvTW2XzFlt7/9pVjR58P3vz7d972yVMntK8Mf1t31JRlOvvwH3/0/ceOPt9755fZ4aB7yielz546\ncRw7HqeO6FoW/4rjAJimzQxBvlSFdWZ2o9i6SzZ8/Zv/fOqEBjHn4HP7+78Sa4+uKAtstIB/usOW\n9A3rkQECMirnh2yFsLcEAvg1116/0/Mp8aaudZdsuPO2T9552yd0V/qaecFqIasWFhbqX+mqVeSe\nNXMOPrsf1lzxkWNH5144+jxEE7IYQojcIqA8Nb3piqssGoY9nWzFqKovf/Ez+EGnusA2RAmmq7uV\nesq2O/Hd+75+3z9XKzjdYi3mYEviqa11eWCnRR1Ns5RRnppet34D2dvsqDECnsSBXeq4k1nz6RK8\n+fc/8ek/aftlFNhUaz1k1bdpyrIAFQdaYogvf/EzgTu+2ITlGIvODFOHJsgz9o17Dj57oJZo2SB0\nhy3lG1Y6E6/lYYz8kK3w1InjkHmijpgH8EovWA3ijzqvhA91n/Y0e48UC2u8zVdsYXucLVbRiDJv\npWlrt2xDlGC6ulupp9FQLdZiDrZkG6+d14WyblNpJVZOv/O2T548ebwN9uUsZYw8n4wDbW8Ii87M\nowTbUaxvWOnMiqI3VXjdJRuowuwRlra3XaMyUu1xFzv7q2fWrb/k8s1XtlqQWjl16sSLvz6y9feu\na7UgdePFY0cQQm1gmkZz6tSJV0+eqKKjXjx25B3rL1m37pJGSLWkOHXqROGXT1/v+lCrBdGnVYaY\n/dUzl7/7ypXgABQvHjty6uSJZREtV84grQtPPvGT52d/iZZRRsqxaX2Dam4mx1+4wGa7yL78ddG0\nN988dUF7GAVYdfoihFAbmKbxrEfoiipOc2y6tu6iLE007c35o0t3dLTKEMdfuOA973qHzbZEu6Vx\nrDp9kbbq9SXrDyQrZ5DWhWcvXtugmhuVkWpEtc3H6/W6XK7h4eFWC1Ir2Ww2FotlMplWC1I3IpEI\nQqgNTMNpOdls1uv1tkfIqiNerzccDns8nlYL0mwikYgsy+0ULTnAqlWr4MOyyUgBqqrKsowQIkdj\nNpuljqRSKb/fzxZmj1gvidvCR2KxmKqq8LmKCzDbRKFQKBQKVsTTbVq3sBVFkF4fVq1INpuF2gCP\nxwPHjXRhhanIKHW0CFAoFBKJRCgUcjqduIlsNlu2QjCfxT6MRCItn7QlEgmPx4PVRIuzSQAbrrqq\nOIAsy6lUSpZll8tFOlWl1DJClyx48LIj1yhwtQGJRAJbMxQKoQpDRxVUPa45raKxrz/wer3ZbDaR\nSGDPCAQCcJ3zer24mCzLqqp2dnbCT52dnQgh9ohRSd2GEEKxWIycIiQSiTrqUigU8BGsi5F4uk3r\nFraiiG4fVq0ISTabxfERwiJbmBLGROuy59ZoEaBQKMRisVQqhY9EIpFYLFZ7zSQmFVZnhSrqSaVS\nMHEnpYI463Q6A4EA9WtFVVUtVTuhqmogEHC5XKOjo06nsxbdqfuTNoAcvOzINYkqy5q+vj5ZlkOh\nUCgUSiQSoHihUGiocase1w1iRQWB6mhgRiqVSuF1sa1bt4bDYVmWBUGAI3BPIwgCFEskEn6/H36C\nMSnLMnVEVVXdknCcbEgQBK/Xq6oqmT1yOp1VJxVYXUgxIGFopIjT6WSb1i0cjUbLKpLNZtk+rEUR\nfMcjy3KhUPD7/bgYWzgQCJDCmGjNGoU6t0aLkICo4XAYVwuzQHwxg9RCKpVyOp0ulwviIJVZhOlg\nKBRKpVKqqvr9fpfLRTVEloR+SyQSOCUGyQzcHBbA5XJBeTjX7/c7nU5KNlwP6EJWAgkSo9QIqQWk\nBnErONyDI7FVkTfWoAKWWRAE6AqsXe1mWvpA58AQCIVC0JMul4syFusGJnXic7EVwNaCIIDHsm6z\nBCGjEDty2UBRUVBassiyLMvyzMwMfB0dHSVv2FA547LjC3sOpPBN7E6Na7h6kuVxVTt27Dhz5oxR\n+CrrukbV6oa4Bvb1MqeBGSmYNsFnuLZBgI5EIpFIxO/3w6/gVX6/H9sJHJE9YlSSbQghlMlkyKFe\nKBRUVfV6vV6vlxoM1ekyPDw8PDwsyzJc/EwU0W1at/Dc3FxZRXT7sBZF8E+RSGR0dJQUjy1MCWOi\nddlza7QIiSAIWJdUKoXnhZFIxOPxuFwuuKNyuVx9fX2qqvb19eHpFEjS19cHsayzsxMmW4FAgG0I\nl4SqoE5BEKA2qBZuIqEwCACSQAGY+OrKJgjCpk2bqEpSqRTcnqqqanITDNEW5mrQyvHjx6EqmIvr\nVkXeWIMJstksCIZ7CbSrxTrLCJfLJctyX18fXI2Gh4fhCGUs1g2MwF6BrQDrROAVsViMdZulCTl4\n2ZFrElWWNdQeBmq/rBXjUuOLHZ7mdqfGNRVeoCoYqrrhq6zrGlWrG+Lq379tRLPfbA7TDkib41Uk\nhBCkbWBhKBwOQxnqiFFJi017PJ5MJjM6OgoOVBd1yImUiXhGTVOFN23aZKVRoz6sBaiz6vvI6oxS\nR4t4PB4IVZCVAZEmJibwPTQc8fv98AABJSHMBeHCCZ+N5PF4PFAAIheOMrgDcS4K7uE8Hs/w8DCY\nCQIxlKFkg3P//d//naoEbkY9Ho9Rr8L1rK+vDxeAVh588MFwOOz3++Fe2UpV0CKUga5YaTFUEITZ\n2VlIQXV2dsL4Yo2FGDcwIpFIUFYATxAEYWJiAhLblMUbr2UdaEQsXYKYR9eyxtU9Cw9Pc7tT41rX\nT6CqdevWGYWvsq6rW61RiKulJ9ueZr+QMxQKwXUOFu+wCdHisxITExO6R8glCbZkWXAGHq6mkJ2u\nRRGQB9bOOzs7v/WtbxmJxzYN0ZktbHF7AdWHddmKmEgkJiYmSNWsnFWLUeprEb/f39nZCdlpmA6S\n94tksRq3jZvPNXEkgiQ5ZRpyTY2VTbcSculWtzD7bBFuhfpgXhVcA0h3MroStDF4EQS+BgIBWLRi\njWXkBuwufsoKMHmKxWKyLOMeJi1ef63qDTtyWy1Ro2Cza16vlxxx5sYlrYnnZORBE7vrPjNIhZey\n3qIbZ1jXpaptj2XZJtPAjBRsDYHPcFGhjsAGKZgTwEJsJpPBzkEdMSnJNsQKk0gkyGW1Sn2FbSKV\nSpELUk8++aSJIlTTRrpYUYTtwxoVwfVggbF4ZeWpxSg1WoRCEASPxwNLV1i2UCg0OjpKTggCgcDE\nxEQkEqlXJo8UAPaukfknvIJGFdaVzagSCOX4qSjr8uDbXNioZ1IVPgJrlHBk69atlXXB8gf2guCv\neGOZrrF0wbv44WaJtUIsFoM8AWy4YS2+9GFHrpXAtRzx+/1wswpfY7EYNSMxNy4uyY64Su1enZ+U\ndd3l6H5LkwZmpPx+fyqVgkQFGNLv98diMcgGw8IBhBK0uBiMX/OQyWSoI7feeqtRSbYhFo/HAw+7\n4aZr1CUUCnm9XrwdFTxSVzy2aROtVVU1V4TtwxoVQYt7RcliIJ6Vjq3aKDVaxKjC+fl5+OpyuWCb\nAkwTYdMlZK0LhQI55aoRvBMTUvFwpwjZykAgALujqFNY2WAbxAUXXJDNZqlKsJtVNNck5YEsPVuV\n0+nEe1zwLTU8JQRrfKR2demrJQ48MdDZ2enxeGAzIlwRKWOZ1OD3+/v6+uB0/OwFaQWn09nX1wej\nAxaGKLdplq7Vw45ciGnmgWI5Ag4AD3IihCDjjn9lhxhlXHZ86Z5rxe5seSuJQDbOVFftigoCVbLQ\nAMhqZ2ZmZmdnyV9nZmZmZmbgM/WTCWVLsg2xZDIZ6y0uLCzAhhKTJnCFFTVtXtiKImQfWgHmcxab\nYO1lVLh2o1RqEUw4HCZNo8vs7Gwmk4EP1bViBdIW5OfMIvPz806ns6xs+FzWuFBJFbKx3UtVNT8/\nz1ZOnlWppy1HYBkFfwXTkP1WkSPhwmT9bG3kkaXZybARyuhX1rWsBK5lAWwTJI9kMhkjA5kbV3d8\nYSq1exV+YsV1y1a7NP2zCho37eFvNjeDv9l8ybL032xeKBQCgQCkmvCr/DhLkCx/s7ke/M3mrRaE\nU2ca92bzRk2k2iPB++CDD27atOkjH/lIqwWplVKp9OSTT956662tFqRuPPbYYwihJW6a06dPv/DC\nCzabzWaztVoWjiGlUgkecmy1IEuLBx988KabbrLb7a0WpNk89thjL7zwQjtFSw6A36tc92lPo/ZI\nPfXUUw2quZkcP3783LlzbaDL/Pz88ePH20ARzK9//Wu0TNzspZdearUIHDNgX92y8KVmcvz48eee\ne24Feu+vf/3rkydPcn/gWKdRGamTJ0/Wvdrm4/P5Ojo6hoaGWi1IreRyuXg8Pjk52WpB6kY0GkUI\ntYFpOC0nl8v5fL72CFl1xOfzDQwMuN3uVgvSbKLRaD6fb6doyQHWr18PH5ZNRgrQNE1RFIQQORpz\nuRx1JJ1OS5JUKpWKxSL5E3s6lGSP6zYEbeEj8XgcP+FZxQXYSqMViadbuPmK5HI5sAjgdrvhuJEu\nlDCVal1HRYBSqTQ2Ntbb24vXIEAjowqTyWQul9M0ze12B4PBGhfdSqVSLpcLBoPkV7fbXSwW3W43\nuLTD4YCv+CyYBWJI4UFCt9td9ZIKNLoCr3+1U6kvrTTw4KVitVEMWe5Qo7s64vG4zWYLBoP4A/4p\nmUxSoYNti71cthYqvFiPNu0dlxr7ZnOfz5fL5ZLJJL5y9PT0wKjz+Xy4mKIopVJp165dUBj/xJ6u\nKIqmaV1dXVDJzp07jUoihOLxODm8x8bG6qgLFiOdTmOBdcUrlUpwhBJPt3DzFSGZmprSNA2Lp1uY\nEsZIESvn1qgIUCwW4/F4Op3GR/bs2ROPx3UL9/f3Q7QaGBgoFos9PT21t042zX7N5XLwX/KseDzu\nJqAmc+l0Gq5SVUAOK06lVORLLO3d+Xjw6sZqDBlDljvUcK6OdDrd0dFBfiB/KtsWNUltGqxl4Qgb\nzaqoqv1oYEYK/AZu5rZt2zY4OKgois1mgyPxeFzTNJvNlk6nRVEcGxuTJAl+gvwbe3oulxNFMZlM\n4pJwqdY0jSpps9l8Pp+mad3d3SBMqVRyOBxV31nq6oLFeM973gNldMXL5XK9vb0DAwMIoZ07d5ZK\nJbvdrlv47rvvbr4i+PYRprOSJGFd2MI9PT2kMCZas0ahzq1RERIQFXoYuhdmgdD5giBA5klRlFwu\nd+DAATjL7Xb39/eXSiWEULFYzOfzkiThMAFpiXg8DtXG43FJkux2e43pIgx7Z5ZOpxVFcTgc8JW8\ngcN3rpRGOMiCtMlkslgs/su//At+KRcuAL4EdebzeVVV2yZtUF+MfAmV60z4CpZSFAUuimAXXFKS\nJFVVyZ9Id8LOtgQhoxAbq3VjSLvCDjrSgh0dHaSTJJNJVVXz+Tz4ST6fF0XRvH7Kr/Bx3LfsKKY8\n0yhqocVAxw5/3UhCJszwEawpVILjFS4jCALpxvhEMpcJMvT29qbTaVVVJUmCbqEGTrUmagENzEjB\ntAk+OxwOuIzZbLZoNBqNRiVJgl/xjGRoaEhRlGQyifuUOh1KSpLU29sLx4vFIlwgqZIIocnJybvu\nugsLUywWNU3z+Xw+n6+Kmwy2CYfDMTU1lU6n4/E4OJOReAghMuUAyQbdwkeOHGm+IvinPXv2jIyM\n4GKSJLGFKWFMtC57bo2KkNhsNnzBS6fTeLlhz549brdbVdX+/n60uARJnjgyMmK324vFYn9/v6qq\nhw8fhlNEUdy1axdoB5PCaDQK+bN7772XSiBpmpZbJJ/PI2s3bTkCkA3SVFAbVQn0D6WRoiiUtB0d\nHYIgbNiwAWcO+vv7RVEUBAHfTfb399vtdlEUoU84FLq+hCx0JnR+R0dHqVTavXu3KIoOhwNSntjB\nTpw4Qf2kaRoYt5Y0ZBMgBy8bqzFkDGlL2EFHWnD//v2Uk2CvwB/KNqE7SHG7bAHWM42iltHwN4ok\npLTkkXQ6jSvBYQq2TLjdbkVRyCQuPhGn50EGhFBXVxfUA2OBHTjLiGb/rb1kMjkyMqJp2q5du6an\np6lrUj6fTyaT5t4GNoCLyuDgINxBWmm6u7t7aGgIFtpEUaxxwosDLpWhYcVDRFKUipVUYYuRtL6K\nANDtVW8Yqs4odVTE7XbjLNrk5CQs4cFWWbfbza7OwH7SYrEoSRJEkKGhIU3TxsfHIV8ImSq429M0\nLRgM5vP5UqkkCAK190tVVTzjsb6okXv7nhLIgoC0Rl1HaeRwOChpRVG02WxXX3314cOHEUJjY2OD\ng4Mwd8QzNrfbDUeSyaRFUVcarC8hC50JnS+KYjQahaEEowlKgoOxP0mS1NPTMzAwAJ9bpnPlsLG6\nxhiyLGAHHWnBhYUFyklg4R6uAvhDWahBWiqVfD4febkkC7CeqRu14Fzd4W8USUhp8RGon60EQp/N\nZhsfHyd1IU+EI9IikKNFCMG0aWxsjBodyyhl3uyJVDAYxCaHpAVO5zgcjmAwGAwGd+7cyd7QHzp0\nCGcR4SoItrfYLs5k2u12WMGpcf5x7733wm5lhFBPT893vvMdI/FEUZyenh4bG3O73ZCxIFdwyMLs\npqUmKAIkk0k8AEjxzDFSxMq59VVEkqSuri5ICMM4zOfzeBxCqpnMwMHCBO5waLpYLO7evZu8GEiS\nBJNgSZJgctbd3Y1vwqB+coEyl8tZ3FJDrWnCMjd8Zi9FEKQojRRFoaRlwV2KP7T3da4usL4EVNSZ\n4CHd3d3wqAHp2+RPcBxSCMsll8PGarwATV1E2w82RJAWhHU08nh1UH5VKpWCwWA0GsXdSxWgGtWN\nWronGilVkXjAwMBAMpmMx+OKogwODla9Q58cHdXV0BIauLQniiK+QYfdHuSRUqkEG6TwphzyRhzm\nsOTphw8fxrPgUqk0OTmJvYdtiBUmmUzi+vP5fKWXE/MmNE376U9/aiQeqDY0NCSKIpyLtaYKt0oR\nsAUpMIhXVh4jRaycW6MiFDabze12w+wWjsAiC0JI07Rt27YhhCRJguk7FMA5eVKdYDA4MjIyODiI\nq0UITU1NwbTv3nvvhQwWrG7UIjBFR0cHTLJxuguDj1AasdJSCIKAb0hyudzyCkwthPUlVElnwt0/\neAiVodT9SZKk3bt3L6N0FBurERND2hXdQYctWOmIgwUNXN6o9yBzjxf9KdhGdaNWpUpVSjwet9vt\n4+PjIyMj1W3VMBk4S58GZqQkSUqn05CoAAtJkhSPx2FZt6OjA5LnYPXe3t5du3bBNjT4CX7Fp+P9\nRvB0A34hxOTkJNsQi9vthgcGcdM16jI4OOjz+WADINy5Gonndrt9Ph9sMqWu0GxhWNhupiJI73ES\nEM9Kx1ZtlBoVMaoQz29ge3uxWJyamgIBIO3c09MDsUbTNCq+iKIYj8eLxSJcFeBWu7u7G6Y4kJ2u\nXU6AfJLlrrvuIv0futThcMCiUj6fhwhLaWSz2Vhpi8Xij3/847Vr1yKEgsGgz+eD4Qb3ykt5F86S\ngvIlZK0z8f5cXNJut5Ml2Z8QQpIkkcmGpQ8bq5FeDGkPFEXBQxX2RLODDlvQZrNRTmJe+dDQUFdX\nFzypoGma+Zur7rrrrp6enunpaeo465kIoYqilq5S1GZztOjeRkrZ7fb+/n4I+1TANz9RVxE8OpYL\nDX8hp6IogiCQnQK312Ba6DL8E0yoqcJwOlWShW2Iha3fHOqFnGwTsH1eFMWy4oE347s3k8KNUCT3\n9hdymjdBiWdSuHajVKoIxuILOXXrx1Zjy+Nn5SD30+TBTDoJWsxFkUfQ2zVipSUHF1ueo0vO8gs5\nzTuT7HzWELrFEEKlUqmnp+fxxx+vUvqGYf5Czjb2K/MXcrKDjrJgRT0DY9z69ikjajSHlUhi4tJk\nJawYZU+sunClNO6FnPzN5mbwN5svWfibzTn1wvpEqu7A05oDAwNLcGmPv9ncSuGlbEEOxfJ7s3nZ\nx7+XBaqqzs3NtYEu+/btIx8uawPm5uZQu7gZp7Xs27cPtciXXn/99dtuuw3WU5rfujmqqkLPrDTm\n5uasR8ulbEFO02hURqrudXI4HA6Hw+HUyLLJSDViftZ8vF6vy+UaHh5utSC1ks1mY7FYJpNptSB1\nIxKJIITawDSclpPNZr1eb3uErDri9XrD4bDH42m1IM0mEonIstxO0ZIDNC7F09i/tcfhcDgcDofT\nxjT2hZyqqsqyjBAib2uy2Sx1JJVK+f3+QqFQKBTIn9jToSR7XLchaAsficViqqrC5yoyGVYata6I\nkS7NVySbzYJFAI/HA8eNupoSxqRk2XNrVAQoFArZbDYUClV3OltbIpHAX0OhkNPprK6eQqHA3s1D\n/WS10P91TK2ZNE0er06SRCIBNeg2YUWSRCKBI0C9rFYvlpcvNROLYarNqIs/xGIxQRBCoRD+gH+C\ntDqAAy9nOdLYjJTX681ms4lEAntMIBCAeO31enExWZYLhQIujH9iT5dlWVXVzs5OqKSzs9OoJEIo\nFouRUwQyqNWuCxYjlUphga0rYqRL8xUhyWazeGYDgZItTAljpIiVc2tUBCgUCqlUqvZ6cG0w1fN4\nPIIgkF5aRT26x2OxGClwJBKJxWJViluDSNVJkkql4CahihYRQn19fbIsh0KhUCiUSCSsO0DVhqiI\n5eVLTaNQKMDoxmPZJIa0E3Xxh1QqBX9EHH/AxGIxcA+n0xkIBKyPrAbRnFHWljQwIwV+Aze4W7du\nDYfDsiwLggBHIBshCAIUSyQSfr8ffoKFTPb0bDZLlYTxrKoqVRLClqqq5P230+ms+r5fVxcsxsaN\nG3EZK4roau31eqPRaPMVwXdCMAv0+/24GFs4EAiQwuhqbWQU6twaFTEHp9nC4bCqqoVCAWZ7WFko\n4HK5VFWl7jgFQYAyHo8nlUqBl8qyDCEV8gq4fpxmgCNwxykIAlQFTk7da0LHhsNh3AkwZ0UIka3A\nryB2KBQCSfx+P8RiUkFBECBpAT7JdoJRLsRIEkpZhFAqlZJlma2E0tq8RVmWZVmemZmBr6Ojo/gq\nRbWI1YHeg6+QPzMq6ff7q8v3lMWoq624kxVfQnqWIjsWqtL1peYAPQ9+0tnZ+Q//8A9smGqySC2E\nMhbkaMFqsVjM5XKR3pJIJCB7Bw4jyzI1lyLjIQxGIw/fsWPHmTNnygYE3RGEI7xueIECiUQCj7Im\ndmeb0MCMFEyb4DPEaAgNkUgkEon4/X74Fc9IhoeHZVlOJBLgGezpUNLv92NLFwoFCExUSYRQJpMh\nL9KFQkFVVa/X6/V6q7jJYJuAq2kqlYrFYjCKrCuCC1O6zM3NNV8R/FMkEhkdHcXF/H4/W5gSxkgR\nXaPUVxETCoVCX1+fy+WCaSh8dTqdLperr68PCkQiEY/HI8sye0utqipEpUgk4nQ64doJFcKNI5zl\n8XhcLhfcw0Fhj8ejqio0gRBKpVJkoxhBEHDPp1IpMpKSrWCxEUKdnZ1QVSAQYBXER+A6DQkMVkgW\nXUkoMeAnuHWGnkGLORJK67ItUivC+GLMtkiZDDR1uVxGJUHxSnzEKkZdbdGdyvoSQsiKOxn5UtMg\nu/eJJ54wiiFtD2ssVVUhfKVSqXw+T3kLdl38QbdamEXBPYORh4Mz6AYEVipdL9UNL7iAuYQcc5r9\nR4sTicTo6ChcQWdmZqjwR84/jMB3bJFIJBwOw121laY9Hs/w8DCkqcGfalEEX4SoDA1gRRHE6GIx\ntVtfRQCQtuqrUXVGaYQiCKFEIhEOhyE3k81m9+7d6/F44CusJcFdF9yHsYtZeLoAn1VVxZ0D/XP4\n8OGJiQmn04nXubLZLM7t4QqpRinFcc4vk8lAIKNa2bt3r38RnGqCuEkpCNJSj5c6nU5KSF1YSSgx\n4G4Ba0ealdK6bIt41Zi1F9Ui1Xs4xEciEbZkQ5+r1e1q6+5U1pcgj1XWnUx8qQn4/X58eS4UCldf\nfXXzZVgisE7u9/sDgQAsmCwsLFDeAqu6cCHQnabgWw4ImyYens1mjQKC7tBjvZQKL1QBPpGqhWZP\npEKhEPYzSFrgdI7T6YTNE7AeT5148OBBfKGFx1PBdSy2i9ObTqcT9oPXeNmGe3RIwwQCgW9961sW\nFcFlWF2sbDiouyJAIpGYmJhgxTPHSBEr5zZIEQBXBR+oCaL51l1ywTESieBLF76Irl69OhAIkPNO\nWZZxhbACwjZK4vf7Ozs7IQlPFcOtbN68eX5+3qKC5AesI745NqrERBIshtPpJPM9ZBlKa1mWzVtk\nsxderxc/ZE62CElNI5mpkg1a0cOwPWzdncr6EqhA9RvVsZDIr6dKFeJyuWZmZmANa0Xln1hYY+Gw\nDxMdo/FohO5LFir1cN3BruszFsMLp1IauLQHOwbgM8Qa6ghsFcKbcsibXZgak4Wff/55PH0uFAqZ\nTAa7F9sQK0wikSA3ZFQamMybUFX1scces6gI3Nbr6tIqRcAWuD+xeGXlMVLEyrk1KmICbNaBz9ls\ndvPmzVQBvI+hbAoQegaARVtVVR955JFQKDQ6OornTLDqhBBSVXXr1q1WJIRkA9ktVCvWFdSNs6lU\nihLSoiSsGC6XCy6f+FktXa3Ltuj3++H2Cb7CQ0yVKm6xZL2w0tUW3UnXl5CepSp1p0YDMW14eBgE\nu+WWW8qGqXZF18n9fn9fXx9sVinrLeZU5+FWBnvzx86KooEZKb/fn0qlIFEBBvb7/bFYrK+vr1Ao\nwLJxKpWCYBoKhWA7C2zHw7/i0/FNKiwn4zdrZTIZtiEWj8cDDwzipmvUJRwOe71e2KANd/MWFYEK\njXRRVbXJiiC9x0lAPCsdW7VRalSERJZlnCGH3VperxfczO/3b968+emnnybLh0KhQCAQiUR0r3y4\nNvx8GaxEQ4VOp/NjH/tYLBaDZQ4InbCVHnYOmU9cKPXJm0JSbKfTyYqtWxJugllFXC4XJaRFSSgx\nIL2KXZqc71JaC4Jg3qIgCKOjo5DMg+6FJCjbIqsO3gZbtmSNmPuSbosm7lTWl2CTSu3u1FA8Hg88\n8gKLvFbCQttA+QNrLFggi0QiExMTgiBQ3lJpc9V5uJXBbiW8FPhm86pZaABktTMzM7Ozs+SvMzMz\nMzMz8Jn6KZPJsIXhCHWchW2Iha3fHI/HEw6HTZrIZDKgi3VF2MIUjVAkk8l4PB6LTZhIbl6Spawu\nlSqCCYfDpGkqqjmzyPz8vNPptNgi5beZTAY+4Faq1sWoFXPKNqcrZNViQHeZi2GxRTxqzFs0+tV6\nF1kEllfMC5irU6k7USo0zp1qwePxgFRYHtIBrISpZQpsUDP6lTXW7Oysy+XCBWo3XBUebnHoWR9l\nbUnjpj2N+lt7jai2+fA/EbNkqeVPxBQKhUAgAM/IeJbeayE5TSZb25+IaVd34n8ixkpheKYV7zHn\nLGXwmknd5yf8jxZzOBwOh8NZKdR92tOoPVKTk5MNqrmZRKPRrVu33n777a0WpFb27dv30EMPDQ0N\ntVqQuvHAAw8ghNrANJyWs2/fvr/6q79qj5BVR6LR6C233HLDDTe0WpBm88ADD8zOzrZTtOQAPp+v\nQTU3aiLldrsbVHMzEQRhy5Yt7aHLo48+2h6KALlcDrWLm3GWAtyXKARBuOGGG1Zgt+Ryufn5+RWo\nOKdqGvseKU3TFEVBi0Eql8vB9Q9wu91wPJ1OS5JEFcbkcjl8xKiklXPj8Th+7LOKuw0rjVYknm7h\n5itShVFIYSrVuo6KAKVSKZfLBYNBkwLFYpHqz2Qy6Xa77XZ7dY1y2pVoNEp+7e3tRQhR/qMoSjqd\nzufzHR0dvb29jfCiJeWfbIgQRVE3TLUZZWOLFeLxuM1mCwaD+AP+iXQ2HHg5y5HG/tFin8+Xy+WS\nySQVnhBCU1NTmqbBZxiTuoXj8Tg5hhVF0TStq6sLxvbOnTtNGqLOHRsbq6MupVIJxCAb1VVEV2Aj\nXZqvCIkVo1DCGCli5dwaFQGKxWI6na70rHQ6XSwWa2+d02bE43E3gc1mKxaLpNNqmtbT0yOK4sjI\niMPh2LVrVyPEWLL+OTU1dfToUd2A1n5UF1so0ul0R0cH+QGDnc3hcPT09JRKpRrbqpHGrXy1PQ3M\nSIHfQKZh27Ztg4ODeNKtKEqpVJIkCYqJosgWttlsPp9P07Tu7m5coSiKyWRSkiQoCZdqTdPKnlsq\nlRwOR9VpD1a8sbGx3t7egYEBhNDOnTtLpZKiKLqKsAK73W5dXe6+++7mK1KRUXp6ekhhUCVGoc6t\nURFzIGeAFjMKpLSKojgcDviKb7WhqxFCyWSyWCwKggCW5axAzBMD4D8wTILBYLFYhIFPuhxkksC7\nRFHUNC0YDJKZ0WQyiY/k83lVVWEYUv6J9Fy0+VAh4uWXX2YDWksEawnYImBoMncYj8c7OjpIeyWT\nSVVV8/k8WDmfz4uiSNaGuw4mbQMDA5QjYSfZvn37mTNnoJ7e3t50Oq2qqiRJUCElFetaiImKVAEI\nfeCZzevNdqGBGSlFUfDIdzgckOEA9uzZMzIygotJkqRbeHJy8q677iIrlCRJkiR8dSwWizabzcq5\nxWJR0zSfz+fz+aq4ydBtgoxrEE91FWEFNtLlyJEjLVEEsGIUShgjRXSNUl9FTCiVSrt37xZFEe7z\ncEYhnU7DLaCmablc7oUXXujv7xdFURAEuBVLJpNwVVAUJR6P11EkzjIiR8D+CnOm/v7+dDqtadrQ\n0JAoipTLIYRKpdKePXvAlyAjS2a2wOGLxWJ/f7/dbhdFESok/RMqoVy0tUCI0A1oKwRFUcCsoihC\nMlLTNLBmOp3ev38/Za+Ojg5BEDo6OvAH3WpLpVI6ne7u7mYdCZwE/lAjeAtCqKurC9wGyrBSUa6F\n9KIiVcBcQo45zf5bewihZDLZ0dFR9fDDd3t79uwZHByExImVE7u7u4eGhmBJThTFGvcfSJIEQ6VY\nLJon4VmBjX6ymMyvryJAS4zSCEUQQmNjY6ALqLNv3z44Djd8+Nb/xz/+8eDgIKQW4KoJy5o2m218\nfLwuknCWI9R+IOpXm8124MCBdDqdy+Wi0ajD4RgfH6dcDtwpGAyCs5lMyt1uN3hgMpmk/BMhNDY2\nRrloC3M/OERgHdmA1vaAue12ezqdhpU4SZJ6enoGBgZyudzCwgJrL5vNBl2EP5Dg+TH0ZDQapToZ\nISSK4tDQUC6XkxbJ5/PQCkykWKnQ210L6UVFqoAoiroScqzQmokUvlBReWwTyJLRaDSfz4PrWGwU\npzftdrskScViscbLtiiK09PTY2Njbrc7n88fOnTIRBFKYCNd2E1LTVAEaL5RGqQIBmJQd3f3pk2b\n4O+faJqGZ4rwAbcIHwYGBpLJZDweVxRlcHCQp7hXJubLzeBXwWAQ3KOnpwffM2CXczgcsOJjVAne\niUjeurD+iRgXbSFkiKgiArcHxWJx9+7d5D0nDukw0anUXrov3SAdyUpgZKVCb3cttmYcFTl1oYFL\ne7A5AD7jzQGlUslms2HPgAe+jAqT4JLJZLJUKk1OTuJKyp6LFm/44HM+n6809cI2kU6n0+k0JPaL\nxeLhw4eNFGEFNtKlJYqgFhmlRkVMEATBZrMNDQ0NDQ1hGRBCHR0d+XweLT5OuG7dOpx7yOVyDocj\nHo/b7fbx8fGRkZH6rjZy2oZSqQR38AD4Letyoiji5TmqBvw0KwXln1At5aJ1V8ciZIhgB/vKIZ1O\nB4PBkZGRwcFBfFCSpN27d0uSVLu9jGJXFVLVpWaORRqYkZIkKZ1Ow70LNjD75AJEIt3CFFASNuWt\nX78eDk5OTlo51+129/T05HK5UqnU0dFRaQKTbcLtdvt8PlVV0+k0rMoZKcIKbKKLpmlNVgS1yCg1\nKkKiKArOkEuSFAwGfT5ff39/qVSy2+2XX375M888gxDq7e3dtWsXbLG02Wwf//jH/8f/+B9QDG4l\n7XZ7f38/SG4SkjjtDbkbidoRiBAKBoOKouzcubO7u3tqaspms42MjMBuP+xydrs9GAz29PREo1E8\nkXI4HLAZJZ/P605BKP+EtnC1ZLaj+ZAhgh3sbbzZnIotoijG4/FisQgzS1i8kyQpGo2Oj4/Ds0G1\n2IuKXXa73cp+D1aqsjXjqEjCN5tXTaP+RMzJkyfhs6IogiAYuRQYFX81KUyVZDFvCIC7BOv+7fP5\n8KNnuk3AUzk2m826IqicLo1QJJfLxeNxnEZeOkapVBEMLIOarMLAPT07P8Mm0xUAnnapTiTOMiWX\ny/l8PhyyrKDrJ6TL4YuZKIpdXV0HDhxAi6km0v10haEKVD1GasTn88GerSa323Lg9s/oTff46UuY\nIsMjcj09PY8//jgUqN1eRrHLBFaqKmquot3lBZ79L5u/tVdRVFqyUBOp5Qs1kWoDyk6kOByLVDGR\nKgtcXOE5LLfbvRzv8vlEykpheNZyYGAANjlwljLLbyL10Y9+tO7VNp98Pr9+/fqtW7e2WpBamZ+f\nn5uba6dHW2dnZxFCbWAaTsuZn5/P5/N1D1lnzpw5efLkRRdddNFFF9W35uaQz+e3bNmycePGVgvS\nbGZnZ0+ePGkxWr722mtnz57FV2jOUubRRx+FD8tmIpXJZOpebfMJh8PXXHPN5z//+VYLUit79+59\n8MEHY7FYqwWpG/fffz9CqA1Mw2k5e/fuDYfD7RGy6kg4HL711ltvvPHGVgvSbO6///6DBw+2U7Tk\nAF6vFz7UfdrTqM3mHo+nQTU3k40bN9rt9vbQJZPJtIciQDabRe3iZpylAPclio0bN954440rsFuy\n2ewrr7yyAhXnVE1j3yOlqqosy2gxSGWzWbj+AR6PB46nUim/308VxmSzWXzEqKSVc2OxGP4TucPD\nwzXqonsExCsUCoVCoax4urpYUQTVNo2o3SiUMBUZpY4WAQqFQiKRwF9DoZDT6ayikkKhoNufhUIh\nm82GQiHdr9brNGmiRmRZTqVSsiy7XK7q1K8XkUikajsuESKRCP6MxwKFRVOCZ2KLNM4BmgA1VOsy\ncpcLiUQCx1sY+I02pRUn5CwpGvtHi71ebzabTSQSpGcA2WwWD0W43OoWjsVi5GVelmVVVTs7O+Hy\n39nZadIQdS55ua1dl0KhAGKQjcqyXCgUcEmcSNQVT1cXK4oEAgE4BddfiyIkVoxCCWOkiJVza7QI\nADMbCDeCIFTXJ1CJ0U+pVMroq5U6QSSTJmpBVdVAIOByuUZHR51Op0X1q+ulsrTBakgsFgNfcjqd\ngUAA7ogoLJoysQh1VoM6v6FQQ7UuI3dZ0NfXJ8tyKBQKhULYmg0ayxgrTthMlqPHNpkGZqRSqZTL\n5YL7la1bt4bDYTy5hgmH3+/HxdjCcFFUVZXM97hcrkQi4ff7oSRcqlVVLXtuoVBwOp1V3zyx4sG9\nZjgcRgh1dnYWCgVICZDirVq1SvdcQRB0dYlGo2UVyWazgiBAGbgvFAShaUYJBAKkMBUZhTq3RouQ\nCIIA1Xo8nlQqBX2CM23QjQihRCJRKBQEQQCrQQFBEHB6CfrT4i0g5IEQkQPDLZJpIWg0kUjAEaoJ\nUgZSZqgBbnxlWYaEH9UcFsPpdILVQqEQlJdlGaIwtAjuinXHIoVCIUoL3KKqqqFQCDrT7/e7XC62\nA3UhazBSszLrNh3SRVOpVDgc1rUsIiyOfYwklUpNTEz09fWRTk52vvnpSwdqqNZx5C5xYCjNzMzA\n19HRUeomyjzIkIkrsLiVEQ2wTmg0VHfs2HHmzBmjMWsUUvDwNIkAUID02Ab29TKngRkpWZZxdHA6\nnZDhACKRyOjoKC7m9/t1C2cyGXK4Qkm/30+uswiCYOXcQqGgqqrX6/V6vRYzCmV1IWMfHh7Dw8PD\nw8OyLCcSCXBl3XN1dZmbmyurCFyQIpFIJBLx+/2Vxt8ajUIJY6SIrlHqaxESVVUhXkQiEafTKQhC\noVDo6+tzuVw4RwX5eQgckBiLRCIej0dV1b6+PoRQKpVyOp0ulwu+6tafzWahx3D9cMsI/QAVulwu\n8gYOZABPoJqgZGBrgFZUVT1+/DjVHFm/LMt9fX0QQIeHh10uF47RqVQKgiCpOxaJ1QKOQFjv7OwE\naeEnqhIjW+AajNSsxdDNBC5goK+uZVkfI4EJLmRJyVHGdn7VadSmQQ3VOo7cJQ61hwHfGQJlgwyZ\nuIKOsjKiSbATGg1V+GPGRmPWKKTg4WkSAfD4JSMYx4gW/K09mGFUfQeG7/4jkUg4HIbEiZUTPR7P\n8PAwLMmB61QnAOD3+7FrsqlXciJlAqWLxRRuIpEYHR2FWDYzM1OXe9mWGKVeFoGJDv6sqmoikQiH\nw5CngQkQLFkKgjAxMYEQAjnhlgumBR6PB8qzyxZU/YjoLuixbDbrcrkmJiacTidcafC5OAxBhCWb\nyGazpAxOp5OtAWJ3JBKhmsPxXRCE2dnZVCqF55ETExN+vz8QCEAqBSbEpO7w2eVysdUihPyLwBQZ\nIQQRlupAE8zVrMSwrQFPa8CTVVXVtSzrY+zGQYSQ3++HrC0cx/4AHmh0+lKDHKp///d/X99YumTB\n+xx0KRtkdJf/yo5ogHJC3aEKVcEY1x2zuiGFHJ5sHEPM+OUTKSu0ZiKFYzHct1k5iywZiURkWQYX\nsdgoXmWAdRDITlcu++9wuVwzMzOJRALuPw4ePAgVgpywpg7bhqzrwm5a0iUUCuHRC4s4tSgCNN8o\ndbQIudAQiURg/OPa4AMsacViMVmWIU+O+w0mHCaTSLL+bDaLZwM47kBKHN+eGtVD/UTJAIklqgZq\nIQk3Rx3E6cBAIJBKpeCrLMvZbHZ0dBTy81h3KkVPaWEkPNWBJnl+czWNzlo6UO9BMLEs5WMkcInC\neQjdhTCT05cU1FDdvHnzbbfdhuoXS5csVM4eIeT1ekn3MA8yZLfgOVnZEQ3ovoyDGqplu13XdVk3\npqpdyqvMS5YGLu3BzRx8xkvFYCfsAfi+TbcwCS4JS7aZTAZXUvZcOAvnSMhVp6p1SaVSqVQKVlIK\nhcLzzz+PdxeRyRiYy7Pn6upiRRGqTO2KoBYZpUaLGAG6wH4jOJLNZp1OJ075wEYHsBpCSFXVKt7q\nCU3AMi6oCdOX0dFR63MFSgaTGtjmSH3JFBruRr/f39fXB9ahdLdSLYtRJZWqaf3EJYKRXVgfI0/x\neDyZRciSVk5falBDNZfLNWLkLkH8fj9ezUcIxWIxakZiHmRwSfz8Mnmu9aFXRXmgbFCqrloOSwMz\nUpDThkQFNiSZ5QbANXULU0BJWDaGfdwIoUwmY+Vcj8cDD7sVCgWXy1VpopJtwuPxwDZw2AmI5zSh\nUMjr9eK95wArnpEuqqqaK+L3+2OxGCxv10UR1CKj1GgRElmWIROOn6+BdU/oJb/f73Q6nU4nTCzA\nXrD4BZsYqkiTgJWhfqjc5XLBrgjwBPLCWSA2m5PABnwsgyAIRjWwzZE/ybLc2dnp8XggrwYb3fx+\nfyQSgSwjpTsWia3WJCPFVrJqlaXX+VJqWj9xiWBkWbL3wMfwKdRKDXQaTGqRXudTpy81qKH6uc99\nrl4jd4kDowmeikUIQcYd/8pakBojsKaG9HL8JiNal4qGKsYkKFVULd9sXp6FBkBWOzMzMzs7a1SS\n+smksEklVhoCMplM2TIkHo8nHA6bNJHJZObn51nx2IbIc81lsKLIzMzMzMyMBQ1+J4/H47HYRDON\nUqlFMOFwmDSNlcpnZ2epI1W3DlBWgPrhA1mtubFIGYxqKFsPq9rs7KzL5TIqQFZl3ZeoSsr2P0mN\nXd1QYBnFpICJXarQi+zwpdwtkFTDX+s7dpYysKWPPJLJZIzGiHmQmZ+fx9cIlkrDeKXlF8qFFIvV\nVtHu0qRx055G/YmYRlTbfLxeL/WkxjIFdva00x/BgP1kbWCaRpBKpeCtBzgL0qBWGlp/08hms16v\ntz1CVh3xer0wpWi1IM0G8ujtFC05AF4zqftgb9REalnsKi3Lgw8+uGnTpo985COtFqRWSqXSk08+\neeutt7ZakLrx2GOPIYTawDSNQNO006dPb9q0qdWCLA9KpdKDDz7YHiGrjjz44IM33XST3W5vtSDN\n5rHHHnvhhRfaKVpyAPycUN2nPY3aI/XGG280qOZmcu7cuTfffLMNdDl79uy5c+faQBHMm2++idrF\nzerOxRdffPHFF/POscjZs2cR9yWGc+fOnT17dgV2y5tvvtlm0ZLTaBqVkTp58mTdq20+Pp+vo6Nj\naGio1YLUSi6Xi8fjk5OTrRakbkSjUYRQG5iG03JyuZzP52uPkFVHfD7fwMCA2+1utSDNJhqN5vP5\ndoqWHGD9+vXwYdlkpABN0xRFQQiRozGXy1FH0um0JElsYfaI9ZK4LXwkHo/jJzyruADXIh4rjFHh\n5iuSy+XAIoDb7Ybj1sWryCh1VAQDkypMb2/vkl2PIEXFcpZKpWKxyF6xjI4bFSiVSmNjY6T6YFzz\nvk0mk1CDeVuUFm05hS2VSrlcLhgM1lIDZYIqarBuiCajKIogCKR3LU0560symcTXLPCNRtuIjBI4\nIHOWMo39o8U+ny+XyyWTSewZPT09ENx9Ph8upiiKpmldXV3w086dOxFCpVIJjpCn65bUbQghFI/H\nySnC2NhYHXUxEs+iMEa6NF8RkqmpKU3TjHTR7XkjRXQbqq8imHg87iaw2Wx1qbYRYFEFQdi1axd0\nclnIwUJSLBbJ/iwWi/F4PJ1O4yN79uyJx+PmlafT6WKxaEUMTNk6lynFYpHsvSoYGxtLJpO1ODZl\n06WDpmk+nw+7ChvQ2pL+/n5FUYLBYDAYTCaTyWQSNd5GOEo4HI6enp5SqdS4tqxgFH84mAZmpNLp\nNF4X27Zt2+DgoKIoNpsNjsTjcU3TbDZbOp0WRTGZTEqSBD/BBTiXy/X29g4MDCCEdu7cWSqVFEXR\nLalpGtWQzWbz+XyapnV3d4MwpVLJ4XBUfRvN6gL3nax4bElWGKiQ1eXuu+9uviL4jkdRlFKpJEkS\nFo8qfOGFF1I973a7jczHGqWnp6eOilBQN21wy5jP51VVxQqCUwmCEAwGbTYbTsVBP5On9Pb2ptNp\nVVUh02az2aampuA43I7jc/GRZDJZLBYFQQCXoL6yosKELx6Pj4+P45+gWlEUNU3DeRGoKplMBoNB\ntl0KsBo0WiqV7HY7nqspigKzBDg3nU4riuJwOKgayjZRUSebnL5coPwEmRo3nU6Pj4/39/eDY5t0\nEbYyZReyNuonk3abQH9/Px5lbEBrSxRFyefzjz/+OHyFqxVZwNw3yMQVjF/sD5IkqapqZHdEBDSY\n3A8MDFDOgKvavn37mTNn2MAliiJihjPrkEbV4gJk/GlYTy97GpiRgmkTfHY4HIqi5HI5m80WjUaj\n0agkSfCroiiSJEmS1NvbC4WLxSL8RAbiYrFoVJJtCCE0OTl51113kafDHZXP56viplO3CV3xrAhj\npPWRI0daogiwZ8+ekZERUjyqsMPhYG1k3Sj1VYQiRwCV9/f32+12URT7+/uhwJ49e9xut6qq/f39\npVKpv79fFEVBEOB+C5+CEOrq6oJzIYHa09MDX3ft2gXrlVAVHEGLyX+ISvF4nPpqJLMkSVjaXC5X\nKpWgWkVRIIcHxzs6OgRB6OjoYNtlsdlsePKUTqfJVb/du3eLogj3uOl0Gu56NU0jZbDSBKZsJ1dm\nwiUJ6ycmxoWJKaQbwQRsF1FWpuxCNU3+ZNGpGkQ8HhdFEV/v2YDWlkxNTZGTRVEUyRu/sr5BJq4g\nxIE/qKp64sQJI7uTlEqldDrd3d3N+gmuCsYaG7gQQuxwphzSqFrSY3H8qXPnthfN/lt7yWRyZGRE\n07Rdu3ZNT0/jay2+0d+zZ8/g4CDMpvEVjlx6YEtavAx3d3cPDQ3BkhwZFKpDkiRd8SqC0sViPfVV\nBEgmkx0dHeYphE2bNtntdspGQHVGqaMiubdv84L/QnYNsvG5XA52zrrd7ng8PjY2Njg4CAXw9Eta\nBG4ZEUIQXOAgWswQSJI0Pj4OSR3IusN6qM1mg/QSXOfwVyNsNhteSEUIjY2NBYNBLCE+LoqizWaD\nBAbVri44TZhOpycnJyEajo2NgX3BxKOjo7g3SEs5HA4rTZBtmXRy2dOXPqyfULYmAd9ACEmSBCZA\nTBdRVqbsQi18kz/B3xgp61SNAO6BJycn2c0A7Y35X00p6xu6y38wG4tGo5TdqZw6Xk2DcMqWx1Xl\ncjmjwKU7nEmH1HU/ymNx/KmqC1cKzZ5IBYNB7HmQtMCLC/CsBBgeISSK4vT09NjYmNvtzufzhw4d\nMippBZxXt9vtkiQVi8Ua5x8m4pWFXFIhdbESp+quCJBMJnGA1l3xYaU1UcRKi/VVhF0ipCaF+Xwe\nh6qBgYFoNIqbq6hdmDfv3r2bnHcODAwkk8l4PK4oyuDgIPXVKCWuKAoZPUulkvmuUrZdXSRJ6urq\ngkQ9VRICZXd3989+9jP8E5VYtdIExryTrdSw9KH8xMS4yWQS30IUi0XwSaqLdK2M7eJwOKi7KfxT\nb29vLpcr61SNIB6Pd3R0wACHucIK2f5M5ewRQj6fj3yaz9w3yMCCb5nIg6TdqaZ1nxmk/KRs4NId\nzuzQpqptjxX5JtPApT24h4bPsFRMHimVSrDkjCe/pVJpcnISO0c6nU6n00NDQ6IoFovFw4cPG5Vk\nG2KFSSaT+M47n89X6itsE0biWRHGSOuWKIIWbUH2vK4upVKJtVHVRqlRkUrp6OjA2aNt27YJgoDv\nF3O5nPkkGCsCE4V0Oh0MBkdGRgYHB+F4PB632+3j4+MjIyOwakZ+NaozHo9D7wGiKIJIRqkgtl1d\nbDab2+2+9957yT4XBAG2Jw4NDWmadt111+XzeUQ8WVlRE0ZQnVxFDUsN1k+MjAsLqZOLkCeSUFam\n7EI1Tf40NjZW1qkaBM4y2u12WOJvZustBBbf8QCJx+NkmLLuG9QoQ6Z216XS8kDZ4VxdtRyWBmak\nIL8N9zFgSEmS4vE4LM12dHTA3Ru4Jmypw695mJycdLvdPp8PduTBspdRSbYhFrfbDftdcNM16mIk\nnhVh0OJtAauLpmlNVgQt7kBnxaMKs9KaKFK2H2pUhIJ8rkR39wbsdi8Wi1NTU5CQ9/l84IqSJNnt\ndpN11Xw+DyVhjgJzIJhZ2my2XC5nt9v7+/tBZdh2Sn5lRdU0rVgswqNA+HgwGOzp6YF9M9QpsNlT\nFEWqXSOBoW/JLF0wGMT62u32gYGBXbt2wa5S8trANuF2u9evX2/xHUtUJyOErJ+7RFAUBfuSJElk\nv4GfULbGJ1KrM1CAnCgDlJUpu5B+SP0Ee1aMnKqh4LEJO/aW7LtF6o7NZhsZGenp6YEeUBSFXFct\n6xsOhwMW1vP5PNVprN3NJTHxExPKRgyL1fLN5mVp+As5qVePoMXn6sE1wX4mVcHjLTabrWxJtiHd\n2hwOh/VAQL2Qk23CSDxzYcx1aYQiube/kLMi8UwK126UShXBVPdCTqo5K61DQ729vaqq4isKfh4H\nLof2xaddcG3UV4uywQdRFLu6ug4cOIB/wkOGbddi5VQ9uEXwXrIM20Slb42q2qatIlfuhZyURlUY\nl6wKPpBWpuxCQkXLqtutAv5CTnwEHpPSNZC5b0Auih1lgInddam0PNIbzlVUW0W7S5PGvZCTv9nc\nDP5m8yVL095s3rSGSqVST08PPKHjXnz131JAN7PSTpSdSNWRJWtlFj6RarUgnDqz/CZS7bHV9KGH\nHrr88ss//OEPt1qQWpmbm/v5z39+yy23tFqQuvHEE08ghJpgmuPHjyOENmzY0OiGEEKvv/76iy++\nuGHDhuY0xwHm5uYeeuihpoWs5WLlhx56aPv27Vu2bGm1IM3miSeeePHFF9spWnIA/CjxsvkTMeTC\nxPLl1KlTq1evbgNd5ufnT5061QaKYF5++WXULm5GAVM3TtOYn59HTfelpW/lU6dOFYvFpS9n3Xn5\n5ZfbLFpyGk2jMlKNqLb5eL1el8s1PDzcakFqJZvNxmKxTCbTakHqRiQSQQi1gWk4LSebzXq93vYI\nWXXE6/WGw2GPx9NqQZpNJBKRZbmdoiUHWLVqFXxYNhkpQFVVeI8cjMZsNpvNZvGvHo8HjqdSKb/f\nTxVmT6+oJJDNZvGRWCyGX7BWxQXYii5G4kF56ohu4SWiSEXiVWSUOipCUigUEolEKBRyOp3wtVAo\nsNcAo+M1IstyKpWSZdnlcmEZmtM0p+4kEgk8WkOhkHlhI7Oy4928RY/Ho+s2SwSLYarNKBQK2Wy2\nrA+YE4vFBEEIhUL4A/4J7gYBHHg5y5HG/tFir9ebzWYTiQTpMUA2m8UXURiTVGFVVTs7O+Ey39nZ\niUvqHtdtKBaLkVOERCLRaF10FUEIBQIBENjr9eKzdHVZIoro6qLb80aK6DZUX0VIEovAV4iAbDGj\n4ySkjaygqmogEHC5XKOjo06ns9LTOUuKvr4+WZZDoVAoFCI9yggjj6LuT8xJpVKFQqFiWZtFoVCA\n0Q1jmfraaukaSKFQSKVSNVaSSqVcLhf5AROLxWD+5HQ6A4FAy32Ax66qaWBGCvwGMg1bt26FLDFM\numVZLhQKfr8fF2MLJxIJv98PR+CSrKqqy+UyOk6eKwiC1+tVVRXP8QuFgtPprDrtYUUXI0VkWRYE\nAY5ADkYQBChG6RKNRpeCIkZGufDCC6mehyScRaMEAoE6KsLqNTEx0dfXR1aYzWYFQQBhyEQRWAEr\njq95oVAom83i5BbkmeA4nAsl4bZSEASoTZZlp9MJ/RYKhQqFAswsdZuGBAYUIHueaojTEmRZlmV5\nZmYGvo6OjuLrKOkkTqcT2/Hd7343FEgkEoVCQRCEcDiMK4R5BpxC1YAQgizm0rc4DAfQq7OzU9M0\n8isM5FbL2DwoO5LZxFgs5nK54FeI3olEArJ3MOQhaU3WRsbDVCoF1wsyGmBP27Fjx5kzZ6CeUCiU\nSqVUVfX7/VChkX8axRlokSwADgy2bmJ3tgkNzEjBBAI+O51OyHAAkUhkdHQUF/P7/Wxhv9+PLQoR\nCg7qHmcbymQy5DW1UCioqur1er1ebxU3GVZ0MVIELr2RSCQSifj9fvhVV5e5ubmloIiRLlu3bqV6\n3kgRXaPUVxFKKafT6fF4oF18PJvNBgIBp9PpcrlgPooQSqVScKSvrw/OjUQiHo8HyrhcLkEQXC5X\noVDo6+tzuVxwswi1QUlVVeFcwOVyybLc19cHoW14eBiCKdU0pC6gWlIAtiFOqyDXnRFC+E6AchK0\naDVVVeGBalgN9Hg8sizHYjE4PZFIgFm9Xm8ul6NqSKVSkJBQVdV67qpV4LGMENI0jfza8jxKM2E9\nQVVVCF+pVCqfz8NYhhtghBCOJ/iDbrUwi/J4PGw0wJ4GYQdmbJ2dnRBDoIyRf5rEGbaAuYQcc5r9\nt/bQYnwhh6IuOAcQiUTC4TAkSEyOl8Xj8QwPD0NeGvypZlWs6pJIJEZHR2HeMDMzQ84wEKGLxZDU\nKkU2b94MN9a45/FP1RmlXorAJi2EEM4L4p9gkocW78ZgvgVHYNXG6XROTEw4nU5YXsHRJBKJwGfo\nE7jhwwk8fLFECAmCMDs7m0qlQH2oULdprDUpAO553BDfKtEqjP5ILeUkcBCmWTAHghMFQQDTA6FQ\nCAxdKBT27dtH1QDpB7y3stGq1YLf78eX50Kh8LnPfQ4ybfC11dI1FdYT/H5/IBAIh8PZbHZhYSEc\nDoPRIWLA3R1EJN1pCl5Ng7DJhh1EeJp/Ebh9RQjBRErXP83jzN69e6kCfCJVC62ZSOFwY57Zhqcn\nwEXIkuRxi43i9CaswtQrHY11MVcEh9RsNgupGl1drGw4aLQi5rpQPV+LUeqoCMQIuBoVCgWj5UJo\ngpos4hs13Ukk3jIMHoinOOTyDc6ow9dAIMBeF0ntyjZUVl9Og6BytAghr9ebyWR0nYS0FGxFiMVi\nsiyHw2F2cSSfz3/ve98ja4DFX/hc9k6stbhcrpmZGVjDkmX5mmuuIb+2WrqmwnoCjoQw0cFeYXEg\n6z4bSEYDK4FR1z/N48zmzZvhrR+cutDApT2Xy4Xv8PCDLbDugz0D5xLYwrBkm8lk8H4CPH0mjxs1\nRJFIJPDljVx1qpcuJopQR2CDlK4uS0ERE10AsudrMUqNimAgJZ5ZBHYm4V/JvfO6/ZlKpUKh0Ojo\nKDk3QgjBrdvw8PDw8DBUAut9UOfWrVtxSdhYQJ5osWmjhjitwu/3w60OfIXHrJCxk2BisRhkBcht\nVdRzG1QNsCKMiCfgliypVCqVSsGaNazIk19XVAJV1xP8fn9fXx9s28DBJ5vNVnFTVF00KOufVdfM\nsUgDM1KwzgKJCmxg9skFCFVsYVg2xi9+uPXWW6EkdTyTyeg2ROHxeODROVi+qTSBaUUXI0X8fn8s\nFuvr68NNp1IpI11UVW25Ika6sNLiklUYpUZFMNRaGLQL0zuEEOxegpmix+NhN6O4XK5YLAZzRIiD\neMel1+uFc51Op9PphP3ysNWJ1Ai2pXd2dkL9giCMjo6C4uZN49OphqrrB07tgO3gGUyEEGRYkZ6T\nUCc6nU64lMKCHRyEPAGYFZaDyRrA7rDhd4lnpDweD+zzw8uR5NdWS9dYZFnGq2+ws5uyIyyQRSKR\niYkJ2BoFRiezU9Zho4GVxdOy/snWvHnz5qeffpoqwzebV89CAyCrnZmZmZ2dNSpJ/WRS2KQSKw0B\nmUymbBkSj8cTDoerEI8tOTMzMzMzo1uYohGKZDIZj8djsYlmGqVSRTDhcJg0jUmZ2dlZ3PO6zM7O\nZjIZ+ACFcXnys7nAUAn+yWLTGLYhTtOAWwLqCGUOyknYSigHAKhRz9aQyWTm5+frp0o9gUQv/kqJ\nupQlrxGYLBr9ytpxdnbW5XLhAlXHNEwV0aCsf1qpue2jUOOmPfzN5mbwN5svWay82byFbz/nL15f\nRmT5m8314G82t1IYnr7Ee8w5S5nl92bzpf9ArxXm5+dLpVIb6LJ37975+fk2UARTKpVQOTd7//vf\nX7ZMg2hh05xK2bt3L+LGYpifn4eeWWmUSiXr0fL06dOf+9znjBbUOCuERmWk6l4nh8PhcDgcTo0s\nm4zUyZMnG1RzM/H5fB0dHUNDQ60WpFZyuVw8Hp+cnGy1IHUjGo0ihNrANJyWk8vlfD5fe4SsOuLz\n+QYGBtxud6sFaTbRaDSfz7dTtOQA8PrcRtDYv7XH4XA4HA6H08Y09oWcmqYpioIQIm9rcrkcdSSd\nTkuSVCqVisUi+RN7OpRkj+s2BG3hI/F4HL8/o4pMhpVGdcXL5XKgMuB2u+G4buHmK1KReMjYfBaN\nUkdFMIqipNPpfD7f0dHR29trt9urrqqOJJNJ3FfBYLAJLcIIWoEphHpRKpXGxsZIF4LRUffEZ1lL\nUaMsl8tpmiaKYgvtS4pkFKbajFKplMvlahy88XjcZrMFg0H8Af8EaXUAB17OcqSxGSmfz5fL5ZLJ\nJPaYnp4eiE0+nw8XUxSlVCrt2rULCuOf2NMVRdE0raurCyrZuXOnUUmEUDweJ6cIY2NjddQFi5FO\np7HAEFx0hQGmpqY0TTPRpfmKmIjHFjYyn0Wj1FcRQNO0np4eURRHRkYcDseuXbtqr5OCVNYi/f39\niqIEg8FgMJhMJpPJZN2lIqlCQg5LsViMx+PpdBof2bNnTzwer7rCqu2iaRrpM432n7JQA98khrQT\nxWKRdIbqSKfTHR0d5AdMPB6H+ZPD4ejp6YEHaFoIDyNV08CMFPgN3Mxt27ZtcHBQURSbzQZH4vG4\npmk2my2dTouiODY2JkkS/AQLmezpuVxOFMVkMolLwnjWNI0qabPZfD6fpmnd3d0gTKlUcjgcVd9Z\n6uqCxXjPe94DZURRZEviWw2YL0qShAtTutx9993NV8REPKrw9u3bjcxnxSg9PT11VASjKIrD4QCx\ng8FgsVhUFCWfz7vdbsgrxONxSZKKxWI+n1dVtbe3N51Oq6oqSZIoiojIyfX29iKEcEnomWQyWSwW\nk8lkMBiE1BeUhMrhXEEQgsGgzWbDIuXz+ccffxy+Qi+RDYFlIS2Rz+dBPJvNNjU1BRLa7XaTwuSv\nvb29uVwOJKQyf/h0TdMopWrs8zYG3H5gYAAhVCqV7HY73FEgA/NBZ0Lnm3gOaS+c7sI2Ze0iSVJ/\nfz8MMU3Tcrnc+Pg4vtBSfhiPx0FgcHW73Q7y1Cs1m8vlyIH/ve99jw1TdWloWUCZkuzqeDze0dFB\nOkkymVRVNZ/Pg5Xz+TzEHAw2OkzaBgYGKONiJ9m+ffuZM2esBDHyLNK1yJqRaaBrXm+2Cw3MSMG0\nCT47HA5FUWBARqPRaDQqSRL8imckQ0NDiqIkk0nwDPZ0KClJEvgBQgguP2xJhNDk5ORdd92FhSkW\ni5qm+Xw+n89XxU0G24TD4Ziamkqn0/F43OFwYEV0hQH27NkzMjKCK2R1OXLkSPMVMRGPKvzQQw8Z\nmc+KUeqrCEYURUVR+vv70+m0pmlDQ0OiKGqaBnWm0+lisVgsFvv7+yHYdXV12e12URR7enpA/j17\n9rjdblEUd+3ahUuKotjf348Q6ujoEASho6OjVCrt3r1bFEW4fUQI5XI5OFdVVSgMTE1N4fkiSDg0\nNFQqlfr7+0VRFAQB7vygLVVVbTZbLpfr6emBdnft2rV//36TwpTMWMJisQjBlGqLVYpjhM1mw5On\ndDqNr3O65sPpVXAzI8+h7IXPNbeLJEl4/g33CXAW64cQWjVNi0ajkOW999576zi5oeL2r371K6MY\n0vawpiRDDTtssQ/gD7rVlkqldDrd3d3NGhcPfAgyVoIYPot0LapmE3dtQje2H83ebA7zJFiCwatI\nmHw+n0wmzW1pt9vhjnznzp2Dg4PUBN+E7u7uycnJkZGR/v7+2pOoOOAWi0XyqmkE6EVFN0qXyy67\nzErT9VXERDzdYrrmq84odVHEZrMdOHBAFMVcLtfV1QUJPPYiBLM9mGbBZ2jR4XCMj4/D9RKOuN1u\nKADzY1EUbTYbJE2hi8hcFDzWBNVikXT/lNXY2Njg4KAkSQMDAzBzQotzLOh2iWDPnj0mhSmZsYRG\nbe3bt49SimOC2+3Gl0ZwHmRgPvZEXc9hfczoFBJYFEZv31YIklB+6Ha7wRuDwWA+ny+VSoIg1DdL\nRA78119/vY41Ly9YU5KhZmFhgXIS7APsIAXgTrK/vx/CJmtctDjw161bZz2IIca1qJrZmGAkIccK\njd1szhIMBiE25XI5SFrgdI7D4YA9JTt37mTj1KFDh3CsgcdTx8fHreeucXrTbrfDSkqNee97770X\nbyLu6en5zne+Y36JSiaT4+Pj8BmUhc+kLlY2HNRdEXPxKIzMhyo3Sr0UAVcBz0EI9fT0pNNp+Ax3\n6iMjI7qXPaBYLO7evZucRJpfgaCq7u5uh8MBWxzgOKytAOxtOrxHAyvIfqA4fvy4SWFWZhbqrBW1\n+FIjkiR1dXXBEgnZbyZWg5sKo042sZeJXURRVFUV9jvjVDGG9ENRFCH/AQuCuVzOyq1dRZAD/8UX\nX9yyZUt9618usKYEZ4BQA+uq5PGy6L5kgTSulcCo62C6roVr3rRp0/z8vBUJOVZoYEYKVljgM2wm\nII+USiXYO4I35ZDrOzA1Jk8/fPgwlEwmk6VSaXJyErsX2xArTDKZxPXn8/lKryvmTWia9tOf/hTE\n0y0JymKBsdaULq1SxEg8qvDNN99sZL4qjFKjIphSqURuxcX1SJK0e/dunFEwAmZdIyMjg4OD5iXh\nLh/WoEE1WO9DCGmatm3bNlxSkiSYaMJXeFpHEAQ8n8vlcuxUFXdXPp+/7rrrTAqXlZlqa9OmTeaq\ncUhsNpvb7YY7JXzQxHz4ETYjrPsYBUyMqLHD+iH4/NTUFNyc3HvvvWXdviKouH399deXDVPtiq4p\ncagpO8bLwhq3aqnqUjPHIg3MSEHOExIVYGBJkuLxOKzjdHR0wL5OiAK9vb2wQwUeYodcKHk67LxB\ni5vy8Ju1Jicn2YZY3G43PHiCm65Rl8HBQZ/PBxu04c4VL9CwwrDPaxjpAhsdmqmIiXhUYRPzVWGU\nGhXBwB7wnTt3dnd3T01N2Ww2uH2XJCkajeI0mxGiKMbj8WKxCFPDffv2sWXwHkxIwoPF7XY77KAv\nFotTU1OkjiADPEuIEFIUZXx83OFw4NPhzhVe9oHJ5/Pwq81mu/vuu00KUzLjzeZ4FkuKKknS5Zdf\n/swzz1TXvSsTcE7ySQiqS6GrYXNJPp83yhmAXVh7WRSjt7d327ZtVNKC9UOEUHd3dz6fRwjBGnd9\nF2iogQ9ubx6m2gZFUfCzbJIksaaEBTIINTabjXWSimCNS0UJXaw4GFWzbkzgm82rplF/Iga/JlhR\nFEEQSJeCuzcY6mBU/BPM4qnCcDpVkoVtiIWt3xzqzeZsE7ANUxRFSjxzYcx1aYQiube/2bwi8ajC\nJuZjKatLpYpgqDebw1MqZFWlUqmnpwc/OmcCfvwK0kusMKTK5OeyKmD3KFsY1Ont7VVVFZc3qZmS\nGXZlUZfPqvt2pZGz/GZzqkshFwWbS3TLY28p62OVwvph3aHebE61aCVMLVPM32zOmpIKNbWPuyqM\na9HBzGtuglO1FnyrX/dpT8MnUssa/idilizmfyIGnqYcGBio7xpH4+B/8aaFWJ9IrSj4n4ixUnjZ\nhZqVzPKbSNW9Tg6Hw+FwOJwaWTZ/tDiTyTSo5mYSDoevueaaz3/+860WpFb27t374IMPxmKxVgtS\nN+6//36EUBuYhtNy9u7dGw6H2yNk1ZFwOHzrrbfeeOONrRak2dx///0HDx5sp2jJAbxeb4NqbtRE\nyuPxNKjmZrJx40a73d4eumQymfZQBMhms6hd3IyzFOC+RLFx48Ybb7xxBXZLNpt95ZVXVqDinKpp\n7HukVFWVZRm9PUixl8BUKuX3+wuFQqFQIH9iT4eS7HHdhqAtfCQWi+E3JQ4PD9eui5F4rCKsMEa6\nNF+RbDYLFgE8Hg8cN+pqI/NZNEodFcFEIhHya9mqwEBVBMpEIoHVD4VClZ5eF1olQ6FQyGazZIvs\nkdZKWBdkWU6lUrIsu1yuUCjkdDrrUm2hUEgkEmSFMO7MfbVqR6071FA1ClNtCevPjbYLGdBwQOYs\nZRr7ZnOv15vNZhOJBPaMQCAAEYRMssmyXCgUcGH8E3u6LMuqqnZ2dkIlnZ2dRiURQrFYjJwiJBKJ\nOuqCxUilUlhgI0VYYYx0ab4iJNlsFodLCJRUYSPzWTRKfRXBxGIxD0Fd6mTp6+uTZTkUCoVCoUQi\nYV146/nksiWbIIMRhUIhlUqZH6lFwqWAqqqBQMDlco2Ojjqdzoo6zbxwoVCIxWJkd0UikWW0eETZ\n0SSGtBm6/gy3EI1rFAc0p9MZCATgtryFNG5FrG1oYEYqlUq5XC645dq6dWs4HJZlWRAEOAK3OIIg\nQLFEIuH3++En2KvOnp7NZqmSMJ5VVaVKCoLg9XpVVcWX1UKh4HQ6q0576OqCxdi4cSMuwyoCcpLC\n6Bb2er3RaLT5iuDJB8wC/X4/LkYV3rFjhxXzGRklEAjUUREKsm/J+0VIA8CHQqEgCEI4HCZPxAm5\ncDisqmqhUIB5ITUnk2VZluWZmRn4Ojo6ChdF8nRBEKBpsgZoF8TAhXFmAo4IghAKhVKpFC6pK62R\nDJBEwdWay2BU2O/3Z7NZ3S6yjpGEywVZlp1OJwyBUCgEPeNyuSjDVWplAAYU9C04P9yrIMKLqPp3\n7NihW6CpncIMVTaGCILQZJGaQ1l/poY/enucYQMROdxUVSVHItU0GSfBbYxG7o4dO86cOQPeCGFE\nVVW/3+9yuZCxa2HXrSh6NLCvlzkNzEjBtAk+Q9SAa0YkEolEIn6/H37FM5Lh4WFZlhOJBHgAezqU\n9Pv92KLgsmxJhFAmkyEv0oVCQVVVr9fr9XqrCO5sE06nE9JRsVgMhoGRIqwwuDCly9zcXPMVwT9F\nIpHR0VFSPKrwD37wAyPzWTFKfRWhyC4CgQDfL0LNkJyHqBGLxXCBQqHQ19fncrlgwgpfnU6ny+Xq\n6+uj6ifnVXAhoU7HFZI1wK8ul0uW5Ugk4vF4XC4XFM5ms3BEVVVcD8xKSWktygA3r+YyGBVWVXVy\nclK30UqtwEpYXVUtAczU19cHV6Ph4WFdw1VkZYwgCHjEpVIp3FFG9cPfqc1msyZ1NgdqqJrEkDbD\n3J/Z4W8UZ9BiIMKWPX78ODUSdYFZlMfjMRm5ED3gGtTZ2QluCWXKum5F0aP+/dtGNPuPFsP0AtLm\n7N92peYfujidTpjEdHZ2hsNh6wb2eDyZTGZ0dBQcqEoFFsFhUXex3IoiiNHF4p/yqK8iAEhb9s7S\nyHzVGaWOipATKfZXEFUQhImJCTLdkkgkwuGw3++HG8q9e/d6PB6YF1L3iLp/h5g6HW+kIGvAYcjp\ndE5MTICrgJDZbBYygnDBxiWNpDWSAU7EKS4TGXQLw+UB/hIt22hF6Eq4jBAEYXZ2FlJQnZ2d4OSs\n4VAlVibxeDxwQYVthXBQ9xQwyrp164wKNBlyqK6cPzBi7s/s8DcauSRg2QcffJAdiSQwbe3r64Nw\najJy161bB64IYQQ+g5+Udd2KokctPdn2NPuPFodCIYggcKeFTQg5HliKht021IkHDx7E17ZIJCLL\n8sTEhPUsN16pgdQ9JKtrUQSWsSENEwgEvvWtbxkpojvN0tXFyoaDuisCJBKJiYkJVjwKI/Ohyo1S\nX0XIO0XSeSC0hcPhRCIRi8VkWQ6Hw2RD+DN8MJpKsnfeXq8XLpxUPUY1kPevcESWZewbZNilpMWp\nPiMZEBEBITlvPiGmCoPkRo1WhK6Ey+i1AngRBL4GAgFYxqIMhyqxMonf7+/s7IQ1FFxA9xTSRc3r\nbALUUNU0bYX8Deyy/kwNf5M4g+dk5EFyJFJN644a3ZFrgq7nsF5UUfTg6NLAjBS+t0YIQdqGOgI7\nbPCmHHJ9h7w1h8LPP/88lIQl20wmg92IbYgVJpFI4PrJ1HTVupC/qqr62GOPGSnC1oa1pnRplSJg\nC9yfWDyq8C233GJkviqMUqMiVsDPFsHy68TEBLXLAaeREELZbHbz5s1GVcEWIhxVY7GYIAjU6eZx\nLZVKhUKh0dFRPGeCtTaQc+vWrbikkbRGMsDGNXiWyrxDTAobNVoRuhJWV1VLgL0g+CsIzxrOBPPC\ngiB4PB64B7N4SqUCNAJqqIqiWDZMtQfm/swOf6NBhAMRea71YVtFeaCs51RXLYelgRkpv9+fSqUg\nUQGG9Pv9sVgM1nFgLSOVSoFrhkIh2KQCuzvxr/h0PFOGZWO8jzuTybANsXg8HnjiDDddoy7hcNjr\n9cLSHtxfGimiW6GRLqqqNlkRtLh7lBWPKmxiviqMUqMiJjidTrwLGyY3Tqezr68PRCKFAWOBRn6/\nf/PmzU8//bRunYIgjI6OwiNdUDPk3sjT4X6OPRcuzy6XC7ZNgCfDuh48kgOfcUkjacvKAAusJjKQ\n+lKF2UZXraL/7IEsy3iPDuhLHYGoTUloxWRLBNiM39nZ6fF4YEMnXBEpw+mea2Rlap4Bbj8/P4+P\nsKdQNZets9FQQxX81jxMtQe6Iw7/SkUPGFDkIGIDke65cKK5JCYj14SyrmWxWr7ZvDwLDYCsdmZm\nZnZ2lvx1ZmZmZmYGPlM/ZTIZtjAcoY6zsA2xsPWb4/F4wuGwSROZTAZ0KasIibkMjVAE3sZpsQkj\nE+CvRuZjKatLpYpgwuEwaRqK+fn5TCYzPz+Pj8zOzhq1VZEM2OLWT8c9BjLAB3wKeTpV0qhaVgbS\nKOYymBSmGjXp3rKwEi5lYBkFf2U7X9dwFOZWNqfsKVXUWTuwLwp/pfrESphapsDORfKIiT/rugo+\nwgYikrLDtsbyCxW6bh3bXZo0btrTqL+114hqmw/sQVleTx7pks1mY7HYMtqtUhbYT9YGplmykBui\n2xt4L1p7hKw64vV6YUrRakGaDSTb2ilacgC8ZlL3wd6oidTHPvaxulfbfBRFWb9+/dVXX91qQWpl\nfn7++eefF0Wx1YLUjUOHDiGE2sA0nJYzPz+vKEp7hKw6oijKVVddBS/JW1EcOnTo5MmT7RQtOcBP\nfvIT+FD3aU+j9kjt3r27QTU3k2g0unXr1ttvv73VgtTKvn37HnroofYwCvDAAw8ghNrANJyWs2/f\nPkVR2ml01IVoNPrpT3/6hhtuaLUgzeaBBx6YnZ3l/tB+4IlU3WnURMrtdjeo5mYiCMKWLVvaQ5dH\nH320PRQBcrkcahc34ywFuC9RCIJwww03rMBuyeVy8/PzK1BxTtU09j1SmqYpioLeHqTYS2A6nZYk\nqVQqFYtF8if2dCjJHtdtCNrCR+LxOH7Cc2hoqHZdjMSz2LSuLs1XJJfLgUUAt9sNx4262sh8Fo1S\nR0WAUqmUy+WCwSCus7u7WxAE8iBZeGxsrLe31263k8eTyST4HoYtU0eSySTuRlbIBgHji18eTGDd\nA0bH0NAQ9J7D4dDtw7bv27JjmY3ebQAVW6ojHo/bbLZgMIg/4J+i0Sj+jAMvZznS2Deb+3y+XC6X\nTCaxx/T09EBs8vl8uJiiKKVSadeuXVAY/8SeriiKpmldXV1Qyc6dO41KIoTi8Tg5RRgbG6ujLqVS\nCcSgxLPetK4uzVeEZGpqCr+2GHShChuZz6JR6qsIUCwW0+k0fI5Go8ViURRF8iDJ2NhYMplk2+3o\n6HC73YIgTE1NQURr3CsH+/v7FUUJBoPBYDCZTCaTyQY1hCGNxTGhWCzG43HSc/bs2ROPx8kCpAOz\ntGVX645ucizrRu82wCiMVEQ6ne7o6CA/YOLxOEQbh8PR09NTKpVqbKtG2sl2TaaBGSnwG8g0bNu2\nbXBwUFEUm80GR+LxOLwhN51Oi6I4NjYmSRL8tH79et3Tc7mcKIrJZBKXhEu1pmlUSZvN5vP5NE3r\n7u4GYUqlksPhqDrtwQoDd64DAwMIoZ07d5ZKJUVRYH+ilaZBa0qXu+++u/mK4DshmM5CRg3Eowpv\n377dyHxWjNLT01NHRViSyaSmaSMjI+bqj4+P9/f3U+3ijaXkTbaiKBBGIUUB99z5fF5VVdxpcHUR\nBCEYDNpsNpzeA9vhUyRJgiSHoij5fP7xxx+HJqADcdO6527evPm9733v1NSUqqo4WWLSEL7YQ2FI\ntiWTSTKnqHsuqdeKBdwexnWpVLLb7fjuCJPL5Ww2G2URtJjXTCaTwWAQdzIuAL8KggCVLyPY0Q3D\nH49lNnq3MZRlYWSBiePxeEdHBzm4ksmkqqr5fB7GVz6fp/aw4+EGk7aBgQGjsLN9+/YzZ85APb29\nvel0WlVVSZKgQkoq3UFN1gwtkgVI721eb7YLDcxIwbQJPjscDkVRIABFo9FoNCpJEvyqKAoMwqGh\nIUVRkskkeAZ7OpSUJAn8ACFULBZtNhtbEiE0OTl51113YWGKxaKmaT6fz+fzVXGTodsEmbQoFosg\nnsWmdXU5cuRISxQB9uzZg2chIB5V+KGHHjIynxWj1FcRimQyee+995rPohRFcTgckHlir44UpVJp\n9+7doijCzSII3N/fb7fbRVHs7+9HCOVyuT179rjdblVV+/v7S6VSf3+/KIqCIMC9HZyiqiruiqmp\nKXz5QQiJogiXH5NzFUXp6emBdnft2qVpmknhw4cPg0hQGCHU0dEhCEJHRwdMsIzOJfVaydhsNjx5\nSqfT5HUOJ2ByuRxlEfgVd7WiKJQVYDHX7XYrikKmuJYF7OimxjIbvdsV1rKapkH4SqfT+/fvpwYX\ndgn8QbfaUqmUTqe7u7uNwg78cWIYpwihrq4ucD8ow0rFDmqqZraAuYQcc5r9t/aSyeTIyIimabt2\n7ZqenqYWUPL5fDKZNLclviPfs2fP4OAg3EFaabq7uxv2OnR1dYmiWOMOGEmS8HWI2l5jvWlKl7L1\nmNdWC9DtZdezjMxXnVHqpYiiKBAR4vG4ye0+3sEmSRIk0kw2doyNjUGHgI54SxPUAOtxuVxuYGAA\n7ufi8fjY2Njg4CAUwDeIeKoEGP0dBpNzYdoKP8E9ZbFYNCqsadr4+Ljdbk+n07BSIIqizWYTRRGK\n6TZE6bXCcbvdOCM7OTmpO7mkLAKui7uatQKsmNtstvHx8SaqUh/Y0a1bzEr0Xu44HA7KspIk9fT0\nDAwM5HK5hYUFanDBJgHoMfyBBK+mQcdGo1E27MDQzuVy0iKQe0YIwUSKlQoxg5oKaPv27aMKYO9t\naAe2K82eSAWDQexnkLRwOBxoMVsAG0d27tzJbkQ4dOgQlEQIRaPRfD4PrmOxXZzetNvtsPxR4/xD\nFMXp6emxsTG3253P50nxyjatqqquLuympSYoAiSTSRziwRa6xYzMhyo3Sh0VcTgcML3r6urCi2gs\ncLsMM7xisTg0NITTDEbrWfBrd3c37DJm5/34xIGBgWg0Sk2RyQ9YVCoZ5vP5JicndU/RVQRmfkaF\ni8Xi7t27zefE7Lkr5G/QWkSSpK6uLlgisdIzrOuyVhgYGEgmk/F4XFGUwcHBZbd6Yj662ejdrgvE\nrGXxkj1MdMwHLwuMfQoq7JStSnfU67ournnTpk3k3yni1EgDl/bgzgw+wyMt5JFSqQQbRPCmHDKH\ngW/s8OmHDx/G0+dSqTQ5OYndi22IFSaZTOL68/l8pVcOtgkQeGhoCLY2Y/GsNI21pnRpiSJo0Ra4\nP7F4VOGbb77ZyHxVGKVGRUjgXNi/BbdoLLBMM7kIPNbndrthVYItLwgCVAhpHt06Ozo6cL5h27Zt\nUCf8lMvldCejkiTBHBS+woM80JzJuVgAmLqZFE6n08FgcGRkZHBwUFdmK0KucGw2m9vtvvfee01m\nA5RFqF9ZK8TjcbvdPj4+PjIyUvtCdpNhRzcFG72bI1jz0R1fkiTt3r1bkqTaB5eVsGNRqrrUzLFI\nAzNSsIACtzJgYEmS4vE47Cbp6OiA9ACMut7e3l27dsH2N/gJfsWn43wAbMrDWxonJyfZhljcbjc8\ncYabrlEXt9vt8/lUVU2n06R4VprGWrO6aJrWZEWQ3uMkIB5V2MR8VRilRkXMtYPNKDhtDvu9yAse\nlDS5UgaDQZ/PB8ra7Xa73c4uvMIO+mKxODU1Bf2DT4F7U/YUm802MjLS09ODNwJCIpBsjj03n8/D\nT3CNF0XRqDCsbxaLRSgMk0XYQwpXQfOGOAA4p8mTEJRF8OUTupq1gt1u7+/vB68zudotTdjRTQ0c\nNnq3QsyGQIUR3fElSVI0Gh0fH4dng8jBVWlzVsIOCytV2Zovv/zyZ555hirDN5tXTaP+RMzJkyfh\ns6IogiCQLgW34zDYwKj4J5jFU4XhdKokC9sQC1u/OT6fDz96ptsEPEgIjz5Zb9q8cCMUgQdtcBrZ\nvAlKPKqwiflYyupSqSIYWAat40N/upDKGkGpYFEjePCCqln3XNC0t7dXVVWyvFFD+J1GkC3DW6et\nnLsyyeVyPp8Ph6yyGFkEEQ7DWgG/iWq5dLvP54MtgBbLt41Twe2f7qIb0htfpVKpp6cHP4pbez9Y\nCTtlpaqi5iraXV7gm4Fl87f2rEelpQw1kVq+UBOpNqA5E6mlwMrRtFVUN5Fqe4tUOpFqG8wnUhTp\ndBqecTHa2sFZOiy/idSye1eKLg899NDll1/+4Q9/uNWC1Mrc3NzPf/7zW265pdWC1I0nnngCIdQG\npinL8ePHEUIbNmxotSBty9zc3EMPPWQ9ZK0Qizz00EPbt2/fsmVLqwVpNk888cSLL75oMVoeP378\n9ddfv+yyyxotFad28JtHls0fLV67dm2Dam4mq1evPu+889pAlzVr1qxevboNFMGcd955qF3czJxL\nL7201SK0OWvWrEGV+NIKscjq1avXrFmzEoYYxXnnnWc9Wq4QZ+CY06iMVCOqbT5er9flcg0PD7da\nkFrJZrOxWCyTybRakLoRiUQQQm1gGk7LyWazXq+3PUJWHfF6veFw2OPxtFqQZhOJRGRZbqdoyQFW\nrVoFH5ZNRgpQVVWWZYQQjMZsNpvNZvGvHo8HjqdSKb/fTxXGZLNZfMSopJVzY7EYfh1iFRdgK42a\nKyLLsiAITqfTpHDzFanUKFCYFK8io9RREYwsy6lUSpZll8sVCoVwD1uhUCgUCoV6XS0SiQTun1Ao\nZNSc0+nEjcZiMUEQdAvXIjNMNDFUtyQSife+971nzpypXfGyKi8vavElDNUn9fWxFoIHr/UI3Aaw\nHt5og5KDFwdkzlKmsX+02Ov1ZrPZRCJBhXWEUDabxRdRGIG6hWOxGHmZl2VZVdXOzk64/Hd2dpo0\nRJ2bSCTqqEuhUAAxyEZNFFFV1ev1FgoFc12arwhJWaMEAgGQ1uv1miui21B9FQFUVQ0EAi6Xa3R0\n1Ol0koKZAyULhQIpUi309fXJshwKhUKhUCKR0NWObS6VSrlcrroIQBKLxTwEgiBQjc7NzdXeihWV\nlxFV+xIJ2yd19DGK6iSsDnLwskPbJKosa3Q9vHEGBfDgdTqdgUCAvGq0hGa62TKlgRkpuEJApmHr\n1q2QJYbJtSzLhULB7/fjYmxhQRC8Xq+qqmS+x+VyJRIJv98PJWH0qqpa9lxIA1Sd9mDFSyQSoVAo\nHA4jhDo7OwuFAtzF6iqCEOrr66OyOKwu0Wi0+YpYN8qOHTsEQYCvkEwSBMG6UQKBQB0Vwciy7HQ6\nQWy4+wdD4EwbdCN5E4mjYSKRgJQDqEN2RSqVQouJHDhXluUdO3acOXMGJo7UnaIsy7Isz8zMwNfR\n0VGoAYuhm95IJBJwK08JrKoqtAh6wWe2UfPK2RtZyLXoilEoFARBAH/W7TpWACOVzWsIhUKpVEpV\nVchiCoIA3oJVoJRiW08kEnCNAcOBzHWhrC8ZiUTWwPYJ2eGkayHCsmS3wMTayAnJfgAfDoVCVOF6\ndQiGjEJsDMlms7pBb7lj4uEA5efo7UOJijk4NwnjWlVVE5ORcTKVSoXDYStBifWisq5bkZs1sK+X\nOQ3MSMFKFnx2Op2Q4QAikcjo6Cgu5vf7dQtnMhnyQgsl/X4/tii4rJVzC4UC5IS8Xi81GKrWhQwW\neHjolozFYi6Xi4qnrC5zc3MtUQQoa5Qf/OAHgiBEIpFIJOL3++En60apryIYl8sly3JfXx9EkOHh\nYZfLVSgU+vr6XC4XzETR228i4UogCALEGrjUuVyuvr4+KAnnwu0gPgJ/N7Svr48sjCGXLEGq4eFh\nWZYjkYjH43G5XORdHRYGi0EJjFuEWQjVKJxuVDkpEgbUhDtdVVWz2eyxY8fgOKxcQEiNxWK6Xaer\nta7KZAeyNSCEOjs7oSrIbgYCAfgKl2pWKbZ1fAVKpVL1vVnX9SUrIpXtE4ByLaNuYUvqNso6Dy5c\nd8jByw5tk6iyrLFoTezn7FAiYw4iIsnx48etmAxmUR6Px0pQQowXlXXditys/v3bRjT7b+0hhBKJ\nBNimutPxbWskEgmHw5A4sXKix+MZHh6GJTlqWlMFfr8fu6Z5NJdlOZvNZjIZNulN6WLxqlBfRQCL\nRkkkEqOjozABmpmZIaMnqtwodVFEEITZ2dlUKgWtO53OiYmJRCIRDochtUBtAgNwdIDAByUhU4W7\nArTDM57h4WG2MEb3rxGDME6n0+iSj8WAfsMC7927l4zauo2WrZza+gb3tXCXSVoHJBcEYWJiAiFE\nSYJ3h7ACGP0BZt3O9y+C02wQuOEgWkzA+P1+Vimqdb/fHwgEIBECx+uFri/p9nNFbkD2DOlae/fu\nNeoWXSekGiWdhyrMd9XUhbLWpPycGkq6y38wrsuaDN8aQThlyyMiKBl5UVnXrcjNqu/HFUBrJlLg\nZ2gxl27lLLIkPFUBLmKxUZyBh9Q9rCtVLvvvcLlcMzMzsMogy/LBgweNKoR0FMiMR5quLla2F9Rd\nEcCiUUKhEA4c1N75So1SL0Vw4hq+BgIBmCXg2thqqfioO33EMQXS3bgSo7kmeyPu9XqHh4fxPWtZ\nRSiBSbF1TydviHUrpJZNIb/FVgjr1LFYTJZlWCZju063CV2V4Vknk843Ae5JWKWo1qFOuD/BOdS6\noOtLcGtuLhIpG9sn1OIjdq3Nmzeb/+FYygnNvYgsbFKMYx0TD8cFyA/UUCINgWMOedDEZLrPDBoF\nJSOsjCa22vZYlm0yDVzac7lc2HvwUjHYiXpyzagwCS4JS7aZTAZXUvZcOAvfhZOJ6Kp1SaVSqVQK\nLyQ9//zzRorgNIBzESNdWqIIsmyUW265hfwKG6SqNkqNimBg/R5/hXpg5w0cyWazVEQzX3qA+7Ph\n4eHh4WHzW1ISv98Pk0v4Cs/ipVKpUCg0Ojpadh8PJfDmzZvLtmi9cgBWqRDTA7FYDO5cYQuISddR\n6KrM6mIe7smHG2BYWVHK7/f39fXVNx2FDHypon426hNcoUXXqsgJq/PYqmGHtpXAtRwpa03Kz6mh\nhEuyMadSk1Vn4rKu22TPaWMamJHy+/2pVAoSFdiQ7DNK4Jq6hSmgJCwb4xdCZDIZK+d6PB7Yk1Eo\nFFwuV6WJSrYJj8cDuzpgxQRP5NmSuC3YkgnXFSNdVFVtsiLIslH8fn8sFoOVdWgarru6ipQ1So2K\nYGCnbWdnp8fjyWazgiDgxUcQ1e/3Q59DaMP5tgKx2ZyqEJ8LE18rS67QLjzzBa1MTEwUCgXYKgHu\noZvqZxv1+/2bN29++umnzVt0uVxU5UarAwih4eFhaAI285HXA6fTCZMS8GRYsya7zkh9XZVZXcw7\nEPYkgQqwf8tKj/n9/kgkgnOo9ULXl2BvmRUjIoM+wZcoyrVMrGzRCfEuYKpwzT1hBju0rUTg5YiR\nhwOsn1NDCe6ZkV6Ov1KTVReU2BBRXbUFvtm8LAsNgKx2ZmZmdnbWqCT1k0lhk0qsNARkMpmyZUgg\nn2TSRCaTmZ+fZ8WrSGuKRiiSyWQ8Hk914lGFZ2ZmZmZmdEuylNWlUkUw4XCYNM3s7CxbFXVkfn4e\n22vh7YroSm7yqwmZTIY8EQSDD3U3a0WV4yZwD1D1kDVUJAmlsvUawIizs7OV9tjs7KzL5bIoXllg\nGYUSgGy6un428h/rrlW2JFmgao81wuPxgNZGTVcU9JYRsIZAHjGxpq6r4CNUzKGo1GRVmNiK61bk\nZsuaxk17+JvNzeBvNl+y8DebtwHVGRFSRHifb+1k+ZvN9eBvNm+1IJw6s/zebG6eAF8uzM/Pl0ql\nNtBl79698/PzbaAIplQqoXZxsxXL+9//flS5EU+fPv25z32u7Cqbdfbu3VuFGG3P/Pw89MxKo1Qq\ntVm05DSaRmWk/uAP/qDu1TafX/ziF+vWrbPb7a0WpFY0TTty5MgHPvCBVgtSN2Ai1Qam4bQcTdOe\nfvrp9ghZdeQXv/jFlVdeabPZWi1IsymVSqdOnWqnaMkBfvrTn8KHuk97GjWROnnyZN2rbT4+n6+j\no2NoaKjVgtRKLpeLx+OTk5OtFqRuRKNRhFAbmIbTcnK5nM/na4+QVUd8Pt/AwIDb7W61IM0mGo3m\n8/l2ipYcYP369fBh2SztAZqmKYqCEILRmMvlcrkc/tXtdsPxdDotSRJVmD29opJALpfDR+LxOH58\npooLcC3iscIYFW6+IpUaBQqXVcRIlzoqglEUJZ1O5/P5jo6O3t7e2tNUMEvD9Pb2FotF9opSKpV0\nj2OSySTurmAwWKNUdSEajfLZpxHJZLKjo0MURfhst9vxGEEIud1usLjD4TC3e1nHWF7ohgg2DrQr\n7ChutH3J+IMDMmcp09g/Wuzz+XK5XDKZpK5MCKGpqSlN0+AzXG6pwpqmdXV1wRjeuXMnLql7XLeh\neDxOjv+xsbE66lIqlUAMslFdRXSFMdKl+YqQlDVKT08PSOvz+cwV0W2ovooAmqb19PSIojgyMuJw\nOHbt2oVb1y1vdJwkHo+7CYyKFYtFyqYk/f39iqIEg8FgMJhMJpPJZNl2m0A8Hm+1CEuXYrGYTqfh\n87333ov7KplMwlIyLmZi90qx4pBLBwgRunGgLdEdxfV1ABYcfxwOR09PD+l7LaHtrVw7DcxIpdNp\nvC62bdu2wcFBfFlSFKVUKkmSBMVEUWQLJ5NJSZLgCFySNU0TRVH3OHWuzWbz+XyapnV3d4MwpVLJ\n4XBUfS/Oijc2Ntbb2zswMIAQ2rlzZ6lUUhRFVxFWGKw1pcvdd9/dfEWsG2X79u02mw2+xuNxTdNs\nNpuuIrpG6enpqaMiGEVRHA4HiB0MBovFoqIo+Xy+WCwmk8lgMIjvp3t7e3O5HD4OeSw4ziaxyPkT\nGciSyWSxWBQEAUyPFvNq1JQLZHj88cfhK3QUIm7uwbhwa5vP51VV7e3tTafTqqpKkiSKYi6Xs9ls\nU1NT8JPdbicVsdvt5LnQejKZdLvdoEs8HscSsrDnQuWCIASDwRW4LQZwu9179uxBi85ZLBbByRVF\nYR3VxHZsAewe0M+iKGqaBtdm1lFZ32htWoIKETabjY0DrZKtoRiNYgxlMvT2+EAmrsDE2KaSJKmq\naiX+wOR+YGCAile4qu3bt585c8bID8sGDaNqyaiCXbRhPb3saWBGSlEUPMAcDgdkOIA9e/aMjIzg\nYpIksYUlSert7YUjxWIRwpkkSbrH2YYmJyfvuusu3CLERJ/P5/P5qMFQtS5k+IDrt64irDBYa0qX\nI0eOtEQRoKxRHnroIZvNFo1Go9GoJEnwk3Wj1FcRjCiKiqL09/en02lN04aGhkRR7OjoEASho6ND\nUZQ9e/a43W5RFHft2oWPl0ql3bt3i6II93xstblFILJAMIIkP0QfSFek02m73S6KYn9/P3n61NQU\nOW8WRXFoaKhUKvX394uiKAgC3OQVi8X+/n4Io11dXVAVyJPL5Xp6euDIrl27pqenSUXIc3HrmqZB\nT6bT6WKxaNJp1Lm5XA4qV1WVUmRFAZZFCKXTaTy/JB9rIFMRJraDYqyBSqUS9LOiKJCmJR3SyDdY\n72oVECJgik/FgbZEdxTjr6zJqPhAegsMTLCpqqonTpwwjz+4iXQ63d3dzcYrXBWMWV0/pKIfYpzK\nqFrS67CL1rlz24sW/K092IhQdviBZ0CIHxwchASJyfGydHd3w8Wsq6tLFMUad9JIkoTjnflFywRK\nF4v11FcRwKJRksnkyMiIpmlwacflqzNKXRSx2WwHDhxIp9O5XC4ajTocjvHxcVEUbTYb3PePj4/b\n7fZ0Ol0qlfDxaDQK+oIKubdvX0OL22IoYN3TZrONj4/jsyAZRq3c6f69hbGxscHBQSiP7xSlReA+\nFSGEAyscRwgpirJ//35SEShAtS5JUk9Pz8DAQC6Xg+MmkOfmcjnYVux2u1f42h9MnhRFGRgYgCwg\nMt4JZGI7XBtpoLGxsWAwSPYz6ZCsbxh5V0sgQ4RRHGgzzP9qCjuc2fjAngWzsbLxB6+mQThly+Oq\nYLDr+iEEQ5OgMTY2xlZLeR120aq6cKXQmokU+BlaXJcxKglPT4ArkCXJ4xYbxdlpu90uSVKxWKxx\n/iGK4vT09NjYmNvtzufzhw4dMlGEwkgXdtMSS90VASwaJRgM4sABOaeqjVIvRWDwwyYGhFBPT086\nncZZ6GKxuHv3bqM5Ipzb3d3N6kveeuKAODAwkEwm4/G4oiiDg4N2u93oEkJl+9DiE6BYx0qV3b9/\n/4MPPkgpQrUOdSqKksvlcHLRCPLcfD6P47jJguBKAE+k4DY9Go3WchWhDFQqlUxW6FjfWFITFDJE\nUHGgXXdD645i8mk+ymRsfMAl8d5T8qBJ/NF9ZpAsbyVg6kY/1qmoapeU1y0XGri0B/kA+IyXimGJ\nHXsAPPClWxg2eE5OTkJhXJI6btQQRTKZxDmSfD5fqa+wTaTT6XQ6DQtJxWLx8OHDRoqwtRnp0hJF\nkGWj3HzzzfgrnFKLUWpUBFMqlcj7daoemFSNjIwMDg6SxwVBgH0eQ0NDWM6yxONxu90+Pj4+MjJi\nnnKTJAmuMfhEm80mCAKek+VyubIzbyxYPp9//fXXdRVh2929e3fZdBQFLC1Bi9u2bavo3Daju7sb\ntvoihOA+AXae1aVy2PqG3r7rDqjUN5oMGSLIoQ3HWydXY9EdxfhX1mRG8QE/v0yeW1H8qS5eGUW/\nGqvlsDQwIyVJUjqdhkQFNiTsXyaLgWuyhWGTHX7xwy233AIlqeOTk5O6DVG43W540qRUKuEnnGvR\nxe12+3w+2DAIq3JGiuhipIumaU1WBFk2iiRJ8XgcVtah6XQ6XbVRalQEA9vGd+7c2d3dPTU1ZbPZ\nIBkDGyRFUYTNChDxyc3mPp8PdLHb7RbzQ3a7vb+/H1Qzn9CAGPA4IUJIUZTx8XGHw4EblSTJbreb\nL+bm83kobLPZbr75ZkoR3VMkSYpGozhzsH79eiuvR4JHAYrF4tTUFNbL4rltBrWQ4Xa765X0RQgF\ng8Genp5oNEo9A0g5pBXfaDJkiGDjQEtFayC6oxj/ypqMig8OhwO2GeXzecqFKo0/bHkr7sFGv+qq\n5ZvNy9LwF3IqiiIIgpGjgP3wV5PCVEkW84YAuG+wHhapF3KyTcADODabzboiqJwujVAk9/YXctZi\nFLi1gshSu1EqVQRDvZATv+CHlRM/OwNXL9j3gCMj/mwRtiFzYGcu2YRFlUHB3t5eVVVxb5OKGA2T\nnp4e/JxRRW+NqtoWy51cs17Iia9koih2dXUdOHAAvd0Jl5QJzF/IWcXYWS6wL+RkRzH5E2kyKj5A\nLgquEey5lfZh1fHKPGiUrbZtbN24F3LyN5ubwd9svmRp+zebV6FgOp2Gtx7gpT289soxoWkTKZjm\nwkNY7iXzjlYj+JvNWy0Ip84svzebGy09LC9UVZ2bm2sDXfbt26eqahsogpmbm0Pt4ma6XHfddahC\nBV9//fXbbruNzOGbLAJyMPv27UPN8qU///M/n52dve666y6//PIlbhpVVaFnVhpzc3NtFi05jaZR\nGam618nhcDgcDodTI8smI9WI+Vnz8Xq9LpdreHi41YLUSjabjcVimUym1YLUjUgkghBqA9NwWk42\nm/V6ve0RsuqI1+sNh8Mej6fVgjSbSCQiy3I7RUsO0LgUT2P/1h6Hw+FwOBxOG9PYF3KqqirLMkII\nbmuy2Ww2m8W/ejweOJ5Kpfx+P1WYPb2ikkA2m8VHYrEYflNtFZmMWsQDZFkWBMHpdJoUbr4ilRoF\nCpPiVWSUOioCFAqFRCKBv4ZCIdzD5mcVCoUq7rYTiQTugVAoVOnpnKVMoVDIZrP1Mmt1nqlbT3W+\nWkfYocrGgfajLv4Qi8UEQQiFQvgD/imRSOCvRm0ttX6mvNG6cy4FN24cjc1Ieb3ebDabSCRgIYYk\nm83ikQmXW6qwqqqdnZ1wme/s7MQldY/rNhSLxcgpAhnUatelUCiAGGSjuooAqqp6vd5CoYCP6OrS\nfEVIyholEAiAtF6v11wR3YbqqwgAAQjmf4IgkILVnb6+PlmWQ6FQKBRKJBJ1kZ+zdCgUCqlUqo61\n1cUzoZ56SVUdlKvrxoH2oy7+kEqlXC4X+YH8qWxb1I1u02AtC0eq8Mb2dhKggRkp8Bu4fdm6dSss\nt8OEVJblQqHg9/txMbZwIpHw+/1wBC7Jqqq6XC6j4+S5ELZUVSUnzk6ns+q0h654oVAoHA4jhDo7\nOwuFgizLuooIgoAQ6uvro7I4rC7RaLT5ilg3yo4dOwRBgK9whyoIgq4iukYJBAJ1VIREEASo1uPx\npFIpEAwHIGwCWZYhVJG3fXCfBHNB6Ao40eVyqapKlpRlWZblmZkZ+Do6OooDH9mWqqq4wlAoBPL4\n/X6Xy5XNZkEw+AnyE/hcOELJA/dwUDIWi4G/cZoJ5Uisw+AyrM/oeibph7o+gI+QCQwYcbjFZkIN\nVRCMigNNFqmFUMZKJBLkCIVhjha9JZFIQGIeHAauEeb1Uw6Gj+P4bBSycKM4UMRiMb/fj4WEyinX\nNVIK8qnY/fARrClUQiZZoYwgCGSYwidiAYzCI3p7iK4ufdsqGpiRgpUs+Ox0OiHDAUQikdHRUVzM\n7/ezhf1+P5n2hADk9/t1j7MNZTIZ8iJdKBQgJ+T1equ4ydBtggwf4By6iqDFAUZ6hq4uc3NzLVEE\nKGuUH/zgB4IgRCKRSCTi9/vx7MSiUeqrCImqqhAIIpGI0+mEq11fX5/L5cKZAHzE6XQGAgF8XwXH\nnU6ny+Xq6+srFAqRSMTj8ciyTGXsyEVJhBCeJlJt4QoRQp2dnVBzIBCAGgKBAByB+TG04vF44Agr\nj6qq0DmpVIpMZ3Kag5EjYQPBESOfMfFM8EOEEOsDUN7j8aiqCk2kUimyxeZ3AjlUYSJFxYEVAmss\ncoTm83nKW+Czy+XCH8o2wToY2S5bgHVRWZbhbi0SiUAqEVYVdWvWVYqVljxCeiMOpLDnAUZBLBZj\nT4SSJuGRHRrLiBb80eJEIgGda14M35lFIpFwOAwJEpPjZfF4PMPDw7AkR01rqsDv9+PAan6FA7fO\nZDLsUhqli8UrZX0VASwaJZFIjI6OQlSdmZkhp0qocqPUSxG4XOHPqqomEolwOAzZtewioCDIvHfv\nXlIMKAmrdaFQCG7XyHCAjP8UPNXW3r17/YvALBMhhOMCHEeL915+v39iYsLpdJLzJFIev98fCATC\n4XA2m4WDnGbCOhJ6u4HQ4k4XI59hPZP0Q3BLygey2SxOFUOFVIvNhxyqgUBgYmJCNw60PU6nkzIW\nOUIXFhYob4FVXZh/WJxIIcbchUKB6mcqZLGN4rQ35LGwv+k6EquUyUQK6mcrgfAoCMLExASpC3ki\nHDEKj+zQWEYbqlozkcJ9LcuyyeUTHkMFG5MlyeMWG8WZTKfTCdnRGucfLpdrZmYGMpayLB88eNCo\nQkhHgczY23R1YWdaTVAEsGiUUCiERyy1d75So9RREXLdAd+E4drIavGFcPPmzfPz83CQyiwajV4q\ngYcQ8nq98Iy0bltlgSk4vpvEx8nPUCHMxXG+kNNMWONS8wZzn2E9ExF+CIu5lA/IsowrhCt0a2cq\n1FDVNI2KA8voglcjrLHIEQrraOTx6mAdLBQKRSIRHKKpAlSj+Cbf7/f39fWRMxJdR9KNQtbFA2C7\nSywWk2U5HA5XvUOfHBrV1dASGri0BzsG4DOONTA7pp5c0y0Ma6uZTAYK45LUcaOGKBKJBM6RkKtO\nVeuSSqVSqdTw8DAkLZ9//nkjRfDNpXMRI11aogiybJRbbrmF/AobpKo2So2KGIFvv/ANUDabhVUV\n2NgxPDxslFsCsfGSH/WT3++HywZ8hWw5Qohqa/PmzSbikXv5wYtCodDo6KjJ5ieIhjwd1RJYR2LL\nmPgMCfZMyg9ZH4CQghBSVXXr1q311agKqKEqiiIVB1onWrPRHbB4hFrxFhJ8a21eHtKBZHaTRDfW\nocWMDiQ1zaOHlShUllgsBpktcvNoRVgM0UuTBmak/H5/KpWCRAW2EPvkAlidLQxPMeA3aN16661Q\nkjqeyWR0G6LweDzwpEmhUIAV6xp18Xg8sM0llUrBqpyRIrgtSOPDaDHSBRa2m6kIsmwUv98fi8Vg\nXRyaTqVSVRulRkVIZFnGmwPgkTpYdABR4TYxFArhI06nc/PmzU8//TRbVSgUCgQCkUiEvSgKgjA6\nOhoIBPC+SLhBJGv2+/1GNWNRoSRsQ1ZVNRaLQWqKDIgkfr+fvBnlNBTsSwgh2PlHORLrGCY+Y+6Z\ncFvlcrkoH4AnM2BPyVJ4vIAaquFwuLOzk4wDrRawgVD+wBoL1rlghMIuJdJbzCsfHh7u7OyEZ0pU\nVTV/Bejw8HAgEMAPu2BYF0UIwToJWpzlm9tIV6nC2zebo8XXeRgp5XQ6YTYJF0TyJ/MTdRWBoWFe\nfmmx0ADIamdmZmZnZ41KUj+ZFDapxEpDQCaTKVuGBPJJJk1kMpn5+XlWvIq0pmiEIplMxuPxVCce\nVXhmZmZmZka3JEtZXSpVBBMOh0nTWKycFN7oFGB+ft7pdBqVYSuxogjIPDs7S54+OzubyWTgg24N\ns7OzLpfLvGZOLcAFzLyAiXGt+AwF5Ye6PlD10KgXHo8HpNKVp+xQWr7AGoLRr6yxqBFakeHm5+d1\n40ml1OgtrFKsfctaHCphxajIVRrqV42b9jR8IrWsoSZSyxdqItUGWJlIVQHEREi/jY6O1rfyKmSe\nmJiAzcj1lYRDUnYiZU5DfaaFUBOplYP5RIqCj9BlROMmUvyPFnM4HA6Hw1kp1H3a06g9UpOTkw2q\nuZlEo9GtW7fefvvtrRakVvbt2/fQQw8NDQ21WpC68cADDyCE2sA0nJazb9++v/qrv2qPkFVHotHo\nLbfccsMNN7RakGbzwAMPzM7OtlO05AA+n69BNTdqIuV2uxtUczMRBGHLli3tocujjz7aHooAuVwO\ntYubcZYC3JcoBEG44YYbVmC35HK5+fn5Fag4p2oa+x4pTdMURUGLQSqXy8H1D3C73XA8nU5LkkQV\nBqjrpVFJ3XPhdHwkHo/jhyqruNuw0qiJIgghRVEEQbDb7SaFm69IpUZhZzAVGaWOigClUmlsbAx/\n7e3txT0MvxaLRaozk8mk2+0mi1XdNFu5EdFolPxKyVm7SBUJw8rG778BRVHS6XQ+n+/o6KBsZBHS\n0FBDLaZZChiFiLanVCrlcrlgMFhLJfF43GazBYNB/AH/RLrKyunVtqSxf7TY5/PlcrlkMkldRRBC\nU1NTmqbBZ7jcsoV7enpgDOOMnKIomqZ1dXXB8Z07d5o0FI/HyfFPXm5r16VUKoEYZKNGiiCENE3z\n+XzFYhEf0dWl+YqQlDUKaxEjRXQbqq8iQLFYnJqagjAkCMKuXbvKnpJOp0lDNAI2hxyPx90ENput\nXiLVnq+Ox+M11tAeaJrW09MjiuLIyIjD4bDiSyzY0OCNMI7aBjJEtD3FYjGdTtdYSTqd7ujoID9g\nsKs4HI6enp5SqVRjWzXSuJWvtqeBGSnwG7jT3bZt2+DgIJ50K4pSKpUkSYJioiiyhRVFsdlscCQe\nj2ualsvlRFFMJpOSJMFxuFRrmkada7PZfD6fpmnd3d0gTKlUcjgcVd92s+KNjY319vYODAwghHbu\n3FkqlRRF0VUELpn9/f1UFofV5e67726+ItaNsn37dsoiNptNVxFdo/T09NRRERKbzQYquN3udDqt\naZqmacViMZ/Pb9++ndRdURSHwwFfYdoniqKmaXCbCNkItJhIyOVyNpttampKVVWcnMB354ODg7hm\nSDnk83lVVd1uN3xNJpPUvSx7x0mJRKYu8OnQoiAIwWDQZrNhAUCkZDIJbZEpQyyhzWajZDO569Ut\nSbVeoWWWGWALGALBYLBYLMKgpvq8bJdib7TZbPF4nHRy1scoJ6TM1yTNTdENESsWdgDiXHI8Hu/o\n6CDNl0wmVVXN5/PgLfl8XhRFsjbsPDBpGxgYoDwEO9v27dvPnDkD9fT29qbTaVVVJUmCCq24KFkz\ntEgWwJGkxgzcyqSBGSmYCcFnh8NB3pnt2bNnZGQEF5MkiS0Ml7FoNBqNRiVJstlsUFKSJPADhFCx\nWITjbEOTk5N33XUXbrFYLEJOyOfzVXGTodsEGeYg5uoqghCKx+OiKJLLBLq6HDlypCWKAGWN8tBD\nD1EWMVJE1yj1VYQEJtm5XC4ajdrtdpvNViwW+/v74a+bQXxJp9Nw/weFX3jhhT179rjdbkVRcIpx\n9+7doijC3SFCKJfL9fT02O12URR37dqlaVqpVOrv7xdFURAEyC9C5dAclOzv7+/o6BAEgbr7RIvB\nDoc8SiSoB2fsoE9yuRzIqapqf3+/oijwFURCCOG24FxKQlY2k25kS1Kt12KjZYEoioqi9Pf3w3R8\naGgIjlB9br1LJUnK5XLYrJSPlUol1gkp8y0pyBCxMmGdQdM0GKrpdHr//v2U+fDwNIoJQKlUSqfT\n3d3dbBQiQxl4HUKoq6sL3A/KWHFRqma2gLmEHHNa8Lf2kslkR0eHlZutZDI5MjKiadquXbump6fh\nIE4M7NmzZ3BwEBInVtrt7u4eGhqCJTlqWlMFkiThC5X5ogxMCicnJ9mlNEoXi4s79VUEsGgUyiK4\nfHVGqZcieLaEEIJ0FEJIFMWhoSFyXjIwMAD3Xul0+sc//nEwGISvsLA1NjYGPQBKwYkwR0SLN3PF\nYnFwcBCO5HK5ffv2YRncbjccTyaToijabDbq1hPXictTIumqlsvlcJl4PO5wOMbHx+12ezqdhoUA\n3BZUPjY2RkqYW9zQhmUz70mqJNV6GTMsf2w224EDB9LpNEzKobfZPkeWu9Rms5ELYZSP/fVf/zXr\nhJT5ls6+Getxu41hnUGSpJ6enoGBgVwut7CwwJoPhwLdmICnyxA2o9EoG4VwKJMWyefz0ApMpKy4\nKOV7+/btowoYRS2OFVozkRofH4fP5LoGSzAYxE6ZSqVwyWg0ms/nwXUsNorTm3a7XZKkYrFY4/xD\nFMXp6emxsTG3253P5w8dOmSkCOR7QWaIqjabTVcXdqbVBEUAi0YhLQI5p6qNUkdFyCXCaDQKEZ+q\nDRYi4bPNZnvhhRd0m4PI1d3d7XA4yHkPQgimufgs6nQrFxhqHZMSiSoMrpLP5/GlFNL+u3fvNr+e\nsRJav/hRJanWLVayfAGLB4NBWN3o6emB1W22zy12qaIo7EwI+9jTTz/NOqGRg7UcMkSsWIrFIuUM\nYCa4W5YkqVLz6b50g4xCVgIjKxUycFFc86ZNm/BfbefUTgOX9mDhHz7jnR+lUslms1FPrukWJo+U\nSiVZlvH0uVQqTU5O4kp0G6JIJpP4pj+fz1d6X8U2kU6n0+k0JP+LxeLhw4eNFMH39Ha73eFwOBwO\nrDWlS0sUQZaNcvPNN5MWgQ1SVRulRkWMAMHY4x0dHfl8Hi0+S3j11Vfj1RYoIAgC7AAbGhrCkuMP\nMKUQBAHPrnK53KZNm2oRlRKJ/Akf6ejoAAk1Tdu2bVs6nQ4GgyMjI+QOLRJKQpO7FIsSkq3XUtWy\noFQqkRkmcKSyfW6EpmnxeJzcUUT52Pvf/37WCetovjpChYgVi64zSJK0e/duSZJqN59uFKpOqrrU\nzLFIAzNSkiSl02lIVGADs08uQLRiC0uSFI/H+/v7S6USmZOETXnr16+H0ycnJ3UbonC73fDEGdRW\naQKTbcLtdvt8PlVV0+k0rMoZKYLbyuVyOFNipIumaU1WBFk2CmURWL+r2ig1KkKiKApkyBVFgXQC\nlUxCCPX29u7atQv2V9psto9//OPf+c53otEovoYFg0Gfzwfa2e12MFM+n4cjNpsNJve4jCRJl19+\n+TPPPKMrku62TXLXy1133UWJhBByOBywXyGfz4MAsEkfnkyE7avxeLxYLIJIsHYAbUF5Ugu4P2bX\ni9evX3/y5EkrHUu1XtG5y5FgMKgoys6dO7u7u6empmw228jICGxlI/u8bD3wgEixWKS8kfIx6F4j\nJyTTGy2HDRErBBxbEEKws5sdgJIkRaPR8fFxm81Wo/nYKGRlvwcrVdmadWMX32xeNY36EzE42lIv\nT6IAo+KvbGG4LxdFkSrJYt4QAHcJ1v3b5/PhR890m4Anbmw2W1lFSMx1aYQiuVwuHo/jNHItRsEW\nKatI2YaqUAQDy6CVPvSH7YVjjSiKXV1dBw4cwAKjRe2gid7eXlVVyXmeFZnJeiyKBF8hF0UeoVrE\nT/bB1ddut7NtmUtY6VujqrbRciGXy/l8PhyyoIdJldk+r6U5bC8jJ1wiHe7z+SCb3loxmg/c/hm9\n6Z51hlKp1NPT8/jjj0OB2s1nPXqYSFVFzVW0u7zAt/p1n/Y0fCK1rKEmUssXaiLVBlQ3kcJA7IPH\nZNxut+5NWI1NLFnwgiwHoCZSTcOKE7YQPpGyUhgSlgMDA3xMLX2W30Tqox/9aN2rbT75fH79+vVb\nt25ttSC1Mj8/Pzc3107J+dnZWYRQLaY5c+bMyZMnL7rooosuuki3wGuvvYYQMvqV0zbMz8/n8/mW\nhKyyTthC8vn8li1bNm7c2GpBms3s7OzJkyctRsvXXnvt7Nmz+ArNWco8+uij8GHZTKQymUzdq20+\n4XD4mmuu+fznP99qQWpl7969Dz74YCwWa7UgdeP+++9HCLWBaTgtZ+/eveFwuD1CVh0Jh8O33nrr\njTfe2GpBms39999/8ODBdoqWHMDr9cKHuk97GrXZ3OPxNKjmZrJx40a73d4eumQymfZQBMhms6hd\n3IyzFOC+RLFx48Ybb7xxBXZLNpt95ZVXVqDinKpp7HukVFWVZRktBqlsNgvXP8Dj8cDxVCrl9/up\nwgB1vTQqqXsunI6PxGIx/Cdyh4eHa9RF94iJIgghWZYFQXA6nSaFm69IpUZhZzAVGaWOigCFQiGR\nSOCvoVAI9zD8WigUqM5MJBIej4csVnXTbOVGRCIR8islZ+0iVSQMK1vV/d9myLKcSqVkWXa5XJSN\nLEIaGmqoxTRLCjx46zJylz6FQiGbzYZCoVoqicVigiCEQiH8Af9EugoOvJzlSGP/aLHX681ms4lE\ngrqKIISy2SweinC5ZQsHAgG4zOOMnCzLqqp2dnbC8c7OTpOGYrEYOUUgL7e161IoFEAMslEjRRBC\nqqp6vd5CoYCP6OrSfEVIyhqFtYiRIroN1VcRAIIdhCFBEEjBjEilUqQhGgErRiwW8xAIglAvkayo\nbA5fxQBUVQ0EAi6Xa3R01Ol0Vtex2NDgjTCO2gBy8NZl5C59CoVCKpWqsZJUKuVyucgPGOwqTqcz\nEAg0OiiVpfZIsmJpYEYK/AbuV7Zu3RoOh/GkW5blQqHg9/txMbYw5G/gCNwAZbNZl8uVSCT8fj8c\nh0u1qqrUuRDCVFXFc/xCoeB0Oqu+eWLFSyQSoVAoHA4jhDo7OwuFAtzFsiXhktnX10dlcVhdotFo\n8xWxbpQdO3ZQFhEEQVcRXaMEAoE6KkIiCAJU6/F4UqkU/F0qsMiOHTtI3WVZxjkGmPa5XC5VVeE2\nEbIRaDGRkM1mBUEAXXByAifwwPRYF2gOFISv4CGknOwdJyUSmbrAp0OLcC8L8oAAIFIikYC2yJQh\nllAQBEo2k7te3ZJU6xXbZlkBtoAhEAqF8KCm+rxsl2JvFAQhFouRTs76GOWElPmapXoZyChUx5G7\nHGEHIM4lx2Ix8Ba0aL5EIgGJefAWcCeyNjIeplIpuPCRHoKdbceOHWfOnIF6QqEQBDq/3w8VWnFR\nsmZokSyAI0mNGbiVSQMzUjATgs9Op5O8M4tEIqOjo7iY3+9nC0P4jkQikUjE7/cLggAl/X4/tnSh\nUIDjbEOZTIYc6oVCAXJCXq+3ipsM3SbIMAdOqasIWhxg5DKBri5zc3MtUQQoa5Qf/OAHlEWMFNE1\nSn0VIYFJdjabjUQiTqcTZg99fX0wo4L4kkql4P4Pjhw7diwSifz/7P1fjCNXdh+OX+0ukngjwSwB\n2Z1x7A3JiRMk67FZZitR4Myk+TUJIzCGAbMh1w8xDbZj9hsH3S9kAoezaihBMwHEpIEgaMZowo0g\nWDWzINCJgQSsuHo16wALd01xNNY+ROpiaSQgm4ftoiQj3l1JO7+Hz29Oru6tKhb/szn1eWhU3zr3\n3HPuOffUvefeKqbTacMwKMW4vb0NMxUKBcaYpmmFQiEejyeTSTxIiAYTXCTDqC4oiUCImOxpsKOQ\nJ4jEnmbXQIw+gVKg2d7ehrTpdBoiMcaoLdQVJJRl8+lGmVJofRobXQkkk0nDMLa3t/GU2t/fR4nQ\n58G7NJ/Pwyi8n5CPWZbl5YQBc6sLAz94ZzhyrxxkZ3AcB53Q6XT6/b5gPhqeXjEBwCwKazAhCvGh\nDF7HGNvY2ID7gSaIi8q+JxD4SxjCH0v4rb1WqwWbBaE8PDzEoD0/P0chJQZqtVq1WkXiJEi76XR6\nf38fW3LCtGYC5PN5cln/lCwmhb1eT95KE3QJmNqdrSJAQKMIFuGnSmx8o8xKEZqI4Bq7k8iH8fMS\nSr91Op0/+IM/KJfL+BcbW9QDUAoVMUdkTxdzlmVVq1WUaJr24MEDXheUEx/XiRRPL4jkqpqmaUTT\naDTi8fjJyUk8HqetQGoLzFutFi+h9vRAG8nm35MCpdD6aEtccSiKcnFx0el0aFKO3hb6nAXuUkVR\naK+cST72z/7ZP5OdUDDfap6bmUcIuhKQnSGfzxcKhWq1qmnakydPZPNRKHCNCTRdRtis1WpyFKJQ\nln8KLF8ZY5hIBXFRwfcePHggEIQTqWmwnInUyckJrvl9DRnlcpmc8pvf/CZR1mo1wzDgOgEbpfQm\nUvfITk+jRTKZPD8/R17XMIy3337biyHSUZAZUZU/cs7rIs+0FqAIENAovEWEs/PjGmWGivAbDbVa\nDSFD4IaNSFwrivK///f/dm2OZh7yXUQoKhcIgiwMhN0QQSSBGK5iGAY9SpH2pyWvVyuyhMF3iARK\nofWATK4uaHME/xYKBexcy30esEv5DhRaSafTjx49kt3My8FWB3MKQVcCfMoQJdAdq+V8Pj+u+Vw/\nusFHoSDdK0vFPFyUOF+/fj380eIZYo5be9j4xzWd/MC+j/DmmiuxUPLd736Xps+WZfV6PWLi2pCA\nVqtFi35+12liXTqdTqfTQfLfsqx3333XSxFa08efgrQWdFmKIiywUb72ta/x/+KA1MRGmVIRL0Aw\nV8Wxj4mTCn/tr/012m0BAdZq+/v7+/v7JDl/9B6LS8oqaZp2/fr1aUQVROJvUQm8CyU3btzodDrl\ncvnw8NBrWiNIOP1qgW99GlZXAtZn3wCFI43scy84jtNoNDBAiCHvY7/wC78gO+EMzTcnzGnkXgm4\nOkM+n9/e3sZphynN5xqFJpNqJpxDBMQcM1L5fL7T6SBRQQaW31zAOJSJ8/l8o9HY3t62LIvPSWI7\n+bnnnkP1Xq/n2pCAdDqNN87AbdwEptxEOp3GuRls0NDzW6aktnCqFKPLSxfHcRasCAtsFMEi2L+b\n2ChTKsLDMAxkyA3DKJfL5XKZ30QDyuUyTjUh9P/6r//6v/t3/65Wq9EzDATQDvNdMEQJzrPjCAJK\n8vn89evX33rrLVeRXI9t8qde9vf3BZEYY5hkMy4piEP6OGSD46uNRgO7yYjaOFfRarVAz2uB9bG8\nX/zcc0E/wyu0Plbdq4hyuWwYxsbGRjqdxhnNw8NDHGXj+3wkHzpRJ3ij4GO1Wq1QKHg5IZ/eWCnM\ncOSuPii2MMZwslsegPl8vlarnZyc4GjUNOaTo1CQ8x6yVCM5u8au8LD55HgyB/Bsz8/PLy4uvCiF\nWzLx+fn5+fm5TCnDvyGg1+uNpOGBfJJPE71e7/LyUhZvLK0FzEMRfI1zMvEEYrKITCljpC7jKkKo\nVqu8aQKC7NV7isvLy3g8zgtM2qGJi4sLKgkuM88noEjA5eWlUCK0eHFx0ev1cIFCuS1/Ccftt4lt\ndFWA7RX6Fz3Mqyz3+TQge3k54Yp0eDqdhtauWBEh5wHsIXjdlZ3h4uIimUwSwfQ9Ezx6+Eg1AecJ\n2r1amN+0Z14/ETMPtotHJpOhd/ivNDRNazQa6/QjGDhPNs1nPAuFAtI56XTadRE2ZRMrC9qQDQFo\nmpbJZBYfsoI44RKRyWQwpVi2IIsG8ugBoyUSlnTGPMQqg/ZMZj7Y5zWRWo+jqa+//vq1a9f+3t/7\ne8sWZFrYtv3d737361//+rIFmRm+/e1vM8amMc0Pf/jD73//+5FIJBKJuBIMh0PGmNfdEGsD27Zf\nf/31pYSskU64RLz++ut/+2//7Wg0umxBFo1vf/vb3//+9wNGy+Fw+MMf/vDatWvzlirE9KBXj2c+\n7ZnXGakf//jHc+K8SPzkJz/59NNP10CXTz755Cc/+ckaKEL49NNP2XRu9rnPfe5nfuZnfJh88Ytf\nnLKJEFcCn3zyCVuSoUc64RLxk5/85JNPPllBweaNTz/9NHi0/OIXv/jFL37xGeylEDzmlZH66KOP\nZs528chms4lEYm9vb9mCTAtd15vN5unp6bIFmRnq9TpjbA1ME2Lp0HU9m82uR8iaIbLZ7M7OTiqV\nWrYgi0a9Xu/3++sULUMAL7zwAi6uTEYKGA6HpmkyxjAadV3XdZ3uplIplHe73VwuJxATdF2nEi/K\nIHWbzSa99jnBA9i1CagzmXiuxItXJLhRxjWfV4/NShHAtu2joyP6d2trizYjcIsvwfTLlZgxZppm\nt9vt9/uJREK4FeIZwfQ+IPjYNHN927YHg8HqTGVM01QU5dkZF7Zt67peKpWmYdJsNiORSKlUoguU\nt9vtwWDAU4Yx5+pivj9anM1mdV1vt9tCcGGMnZ2d4QwKYwyPW1fiZrPJP7xN0xwOh7du3cJD/fbt\n2z4NCXX5x+1MdCkWixAjm836iGfbNkoE8VyJl6IIIaBRZMqARpmtIsBgMDg7O8OsTlGUO3fu8Pzb\n7TbfSrPZTHHgD6YMh8Nisaiq6sHBQSwW4/n4gEwfYg0wmQ8IEHxs5kIuC8PhMJvNCs/+9cZgMOh2\nu1My6Xa7iUSCvwASiQRCFoWvFTwnFyIg5piRgt9gQXbz5s3d3V2KLKZp2rady+VApqqqTByJRLLZ\n7HA43NzcJIaqqrbb7VwuB0o8qofD4ci6tm3HYrGJV4eyeKZpRiIRlDSbzeFwqOu6q3i6rm9tbe3s\n7DDGbt++bdt2NBp11eXVV19dvCJjGcWLMohRisXiDBXhEYlEIFgqlep2u8PhECGp2+0eHx9XKhW+\nFa9nm2masVgMSpVKpcFgYJpmv99PpVJYJmJBORgMFEWBNbGmbLfbpVIJmQzG2NbWFmNsMBj0+33H\ncba2trrdruM4uVxOVVWqRUxCrA5cfUBVVcrFImeARBHs6zpb4kuIOJfLRaNRnhXj/IT4gEBRFCER\nIrgNTxaJRIgtgsY8OqdSqazTvHBiCM7Qbrf5EJFIJHhDtNttx3H6/T6s3O/3EQQYY3TBJ+nZ05wo\nGxVJdF2PRCJnZ2e4BQEEN+B9bzAYuPrwp59++o/+0T8i+cOgNBnmmJHCVAPXsVgMGQ7g3r17BwcH\nRJbL5VyJT09PX3nlFZ5hLpfL5XLwMMbYYDCIRCJB6g4GA6yostnsBIsMuQn4cb1er9fruVwOYriK\nxz775heWdK7E77///uIVoVsBjeJKGcQos1WEB2axuq7X6/VoNIp28VDEmo9XU+fAM1FV1TTNSqWC\nqdje3p6qqsPhELJ1u93/9t/+G0KeaZrNZpMxlkgkFEVJJBK2bd+9e1dV1VgsViwWB4NBpVJBbLp1\n61Y0GlVVtVgsMsba7bbAJMTqwNUHTNO8d+9eKpVSVRU5KrKvqqqVSkXmQw6Gx1WlUnEcB4OCZyXz\n0XUdBI7jVCoVevgJbiOQ2bZdqVRUVVUUZU4p0mazqapquPEkOwMfIt58803BEBQi6MKff/BIout6\nsVhEyZ07d4bDoewG5Hvvvfeeqw87jvPjH/+Y5H+m0o2zxRJ+a6/dbicSiYmXTTT1vnfv3u7uLhIn\nQSpubm7u7e1ho20mQaHdbh8cHAyHwzt37ty/f99LPPZ0A2gwGAieKhAH9OOZK8LGMYor5WRGmZUi\njuPQrGg4HCIjhZNbjLFcLoe0GQiEY150HYlEHj161O12MSGLxWLHx8e5XK5YLO7s7Oi6/vM///Mf\nfvhhJBI5Pj5GFVVVI5GIqqr1eh19gm55+PBh7imwHGSMIfzRJxWISYjVgasP4C+yyLZtgzKVSsGs\n7XZb5iPP0ZETlVkJfHRdx/nuVCrFz7MFt6nX6zzZ0dHR7u4u+GACN9vUEdaNp6en8mGAZw2yBfkQ\n8eTJE9kQCBGMMbrwwdHRUcBIgqZRgiTWYDAQWmdPfW84HMo+jFu2bZP8qBtiAixnIkVPEaQNgtTi\nKfFWBTwjYKOUOY9Go8hzTj//KJVK5LWdTsdLPFVV79+/f3R0lEql+v2+jy5B4tQ8FGHjGMWLclyj\nzFARfouwXq+32+2dnZ12u03zucFgQARem4mIO6VSCVsqxWKx2+3iGg+SR48etdvtZrNpmubu7q58\nBBUcNjc3r1275vWDoBDMh0mIJcLVBxKJxN27d4XFg/+Sg/cxXdfJsQeDgcBK4IOtZFzj2UbXvNsI\nZEjE4t95JI2wY4UBjindM7vHJ1sQHY4Qgd1bvnwyBIkksmB8o8KFLDbd4uWnfYYQ42KOW3vYGcE1\nvXti23YkEiEzU9rAlZgHUbbbbdu2T09PicnIuqhFOZJ+vz9uPkxugi+xbdswDC/xut1ut9vFNgHq\neumyFEXYOEbxopzAKFMq4gVI2O12U6nU6VMoiiIkCVwr8tkFkieXy929ezeXyzWbzWg0enx8fHBw\nIOTbFEXBgTks/nxa8WESYulw9QHMpw8ODnZ3d6fkP5IVtokZY8Ph8ObNm1QuuI1Axru3rusBl6bB\nQdmvaDQai8Vmzv8KwdWCFCKmN0TwSMKe5inZ0/m3T+v+jkfyjyttCMIcM1LYUsE6huwnvLnAnkYr\nV2IBoMSbFPRBiNPT0yB1U6kUXrKzbTuRSIxMsY7UBU9WHFDgk7GyeKlUKpvNOo7T7XZJPC/i4XC4\nYEXYOEbxopzAKFMqwsM0TWyemqaJdIJwMBbCoIQ/RPLKK69Quzgwfvv27c3NzbOzs0gkgvVZLper\n1+vHx8c4PQNWpBEdNs9ms3CGaDT65S9/+Xvf+56rqNFoVGYSYkXg6gPdbrfZbA4GA8zRR87IfaCq\nKs/q4cOHAgHeycCLqLx7CG6D7SQiy+Vy5H58UmRW4LfFE4nEM3VSimILYwynvAVnwOYsQgTeDZrG\nEMEjCWOs3++DEm/bqKoqtE5nRWSxeT4k/7jShiDM/YOc/p8egbvQvz7EAqWMIN84wTw9uH8LH+SU\nm8ApZlVVR4qn6zqO1LBRusxDEf2zH+RcHaOMqwhhTh/kxOlgXiScIXjjjTdc75IDCNdjNRFiudA/\n+0FOVx+gjCybbtcmCCvXQSFLJZBNPJS8EH6Q0/WubEE+RLBZGCJIJEEA3NrachyHp/Rq3cfxBPnX\nGPP7IGf4ZXM/hF82X1ks5svmyEbs7OyEee81hh5+2dwN4UQqCPGyQsSsAuAzFeKu3pfNp0mArw4c\nx3n8+PEa6PLw4UP+1bY1wOPHj9n83exHP/rRb/7mb065oRNixYEtttDEAhzHkTcfnwU8fvw4eLRc\nVoj4m3/zb7JZOG0Y4maCeWWkbt26NXO2i8ejR4+ef/75NThcORwO33vvPf746lUHtv/XwDQhlo7h\ncPjo0aP1CFkzxKNHj37u535uTp/3XGUMBoM//dM/XadoGQKgrxRdma29ebBdPDKZTDKZ3N/fX7Yg\n00LTtEaj0ev1li3IzFCr1Rhja2CaEEuHpmmZTGY9QtYMkclkqtVqOp1etiCLRq1WMwxjnaJlCOC5\n557DxZXZ2gMcxzEMgzGG0ahpmqZpdDedTqO80+nk83mBmKBpGpV4UQap22g06CdyJ3gAuzYBdSYT\nz5V48YoEN8q45vPqsVkpAliW1Wq16N9yuRyPx/lbfAmmX67EjDHDMDqdjmEYyWRSuBXiGcH0PiD4\n2DRzfcuyLMta+lRGHvjJZNI1TK0ZLMvSNK1cLk/DpNFoKIpSLpfpAuWtVsuyLJ4yjDlXF/P90eJM\nJqNpWqvVEoILY0zTNHqIYky6EjcaDX4MG4bhOM7GxgbG9sbGhk9DQl3+cTsTXQqFAsTIZDI+4lmW\nhRJBPFfipShCCGgUmTKgUWarCIBgh1mdoihkC/AHqKTRaKQ5KIpCtxzHKRQKyWTy8PAwHo/zfHwQ\nkCzElcBkPiBA8LGZC7lcaJr2/vvvY7B3Op319n/LsjqdzpRMOp1OMpnkL4BkMokQxIevKdsKsSzM\nMSMFv8GC7MaNG8gSI7IYhmFZVj6fJzKZGA9Fx3H4fE8ymWy1Wvl8HpR4VDuOM7KuZVnxeHzi1aEs\nnmEYiqKgBJkVTdNcxcOaplqtMsY2NjYgiasu9Xp98YqMZRQvyiBGKRQKM1SEh6IoYJtOpzudjuM4\nCEmdTufk5GR7e5tvxevZZhhGPB6HUuVy2bIswzAMw0in01gmYkFpWZaiKLAm1pRIeiGTgbrQDvPL\ncrkMkfL5PMIoahGTEKsDVx9IJpOUkkHOAIki2Nd1tsSXEHE+n4/H4zwrxvkJ8QEBn7oABLfhyfAw\nBlsEjdl2ixAifvZnf5YG+4svvjjbtlYfgjO0Wi0+RMBb2FNDtFotJOZhZbgT+NAFn6RnT3OibFQk\ngfURaSmVJbgB73tYcDLJhz/99NPf+I3fIPnDoDQZ5piRwlQD1/F4HBkOoFarHR4eElk+n3cl7vV6\n/CMQlPl8nkIMIkuQupZlOY6TyWQymcwEiwy5CfhxrVar1Wr5fB5iuIrHGONDG9K5rsSPHz9evCJ0\nK6BRXCmDGGW2ivDALFbTtFqtFo/H0S4eiljn8WpqHHgm2K3Y3t5GtNrf308mk47jQLZOp/MHf/AH\nCHmGYTQaDVRRFCWZTFqWtb29nUwm4/F4oVDAv4hNGxsb8Xg8mUwWCgXGWKvVEpiEWB24+oBhGLVa\nDftZSMCQfZPJ5Pb2tsyHHAyPq+3tbUzuBVYyH/hwOp12HGd7e5sefoLbyGRwPyEjO3Ng4GM62Ol0\nGo3Gs7YVJTsDHyL6/b5gCAoRdOHPP3gk0TStUCigBItt2Q3I9959911XH8aPFpP8wlZjiOBYwm/t\ntVotGHuy6jT1rtVq1WoViZMgFdPp9P7+Pjba4KmTCUBotVqHh4eYDZyfn3uJx55uACGq+ugS0I9n\nrggbxyiulJMZZVaKYCJF13ho4eQWYyyfz/NJdeG0B10rinJxcdHpdGhCdnJyks/nC4VCtVrVNO2v\n//W//sEHHyiKcnJygioUHGu1Gq7RLQ8ePMg/BSaajDGEP+yH8kxCrA5cfYD+8k+adDoNs7puT5OP\nwcEoNSuzEvhomkZJYn6eLbgNRhmRtVqtarUKPpjAzWNLkR/4WBrxCeZnBLIF+RDx5MkT2RA0fwoy\nkaJOHhlJ0DRKkMSyLEtonT31PcdxZB/GLcuySH7UDTEBljORoqcI0gZBavGUeKsCnhGwUcpOI3WP\nfaXxZf8MyuUyee03v/lNL/GSyeT5+TkywEiNeOkiH1pajCJsHKN4UY5rlBkqwm8R1mo1PFcQkjCf\nsyyLCLw2E/kNF8ZYoVDodDr4FwnIi4uLVqvVaDQMw6hWq/IRVO3pmwfXr1/3+qlRCObDJMQS4eoD\nSBcJiwf/JQfvY5qm8W8/CKwEPthKxjWebXTNu41Ahjkf/p1fiogGPg6BoZdwTvTZmU7JFkSHI0Rg\n95YvnwxBIoksGN+ocCGLTbd4+WmfIcS4mOPWHnZGcE3vnmDfh8xMaQNXYh5EibMCvV6PmIysi1qU\nI+F3nSbWRSj57ne/6yVep9PpdDrYJkBdL12WoggbxyhelBMYZUpFvAAJO51OOp3uPQUOE4ysyGcX\nSJ58Pr+9vZ3P57GRcXJycnh4KOTbsILc39/H4s+nFR8mIZYOVx/AfPrw8HD64yMjWSFEMMYcx7lx\n4waVC24jkPHuzc/bZghh4BP8vX394GpBChHTGyJ4JGFc52Ni7dO6v+OR/ONKG4Iwx4wUtlSQqCD7\nCW8usKfRypVYACjxJgV9EKLX6wWpm06nsXiyLAs71lPqgicrDijwyVhZvHQ6jT3sTqdD4nkRO46z\nYEXYOEbxopzAKFMqwsMwDGyeGoZRLpfL5fL29jY/dYMwKOEPkWB2i2scGN/Y2Ein0zgAh/VZPp+v\n1WonJyc4PQNWpBEdNs9kMnCGeDx+/fr1t956y1XUeDwuMwmxInD1ARwGwr58kBm5D5LJJM/qwYMH\nAgHeycDRKN49BLfBdhKR5fN5cj8+KTJD8AO/Wq1mMhkcPMcxxJk3tzqg2MIYwylvwRmwOYsQgcNJ\n0xgieCSBbKDE2zY4/8S3zu/i+fgwyT+utCH+H57MATzb8/Pzi4sLL0rhlg+xD5MgDQG9Xm8kDY90\nOl2tVn2aOD8/Pz8/DyJer9e7vLzEtT/xPBTBfC5gE4s0yriKEKrVKm+aWeHi4kIQ6eLiIplMet0l\nBxCux2oixHKBTy/Sv64+0Ov1cDGl4YKwcnUPWSr/f6cHcrped3u9XhBvv4rA+TOvu7IF+RDxZBaG\nCBJJEAAvLi4ESq/WfRxPkH+NMb9pz9wnUlcawkTq6kKYSK0B5jSREnBycpJMJk9OTubdUIglQphI\nhQD8J1JrDP+JlIBlhYhZBcBnKsTNbyI1r629aRLgq4PLy0vbttdAlwcPHlxeXq6BIgTbttn83eyH\nP/zhb//2b0+5oRNixYEtttDEAi4vL+XNx2cBtm0Hj5bLChFf/epX2SycNgxxM8G8fmtv5jxDhAgR\nIkSIECGmxMynPfPKSH300Udz4rxIZLPZRCKxt7e3bEGmha7rzWbz9PR02YLMDPV6nTG2BqYJsXTo\nup7NZtcjZM0Q2Wx2Z2cnlUotW5BFo16v9/v9dYqWIYAXXnhhTpzn+1t7IUKECBEiRIgQa4z5fpBz\nOByapskYw7JG13Vd1+luKpVCebfbzeVyAjFB13Uq8aIMUrfZbNKHNybIZARp1FW8sbRevCLBxRvX\nfK66zFARwLbto6Mj+ndraysajS6grox2u51KpYiDbdu6rpdKJb45oQS10KupVEq4JTMfDAZM8g1X\nBFSNmh7J0KchWalxORwdHU3T+bZtDwaDmeROTNPsdrv9fj+RSEwmEnKlhLkmTQWXmx+EoeoVptYS\n8gidob+5gnchCrMhVhnzzUhls1ld19vtthBcGGNnZ2fD4RDXGJOuxM1mk394m6Y5HA5v3bqFh/rt\n27d9GhLq8s+V6XWxbRti8I36KOKqtazL4hXxEc+HeKQirnVnqwgwGAzOzs4QbhRFuXPnzmLqyuh2\nu5joEPNutys0J5RUKhXTNEulUqlUarfb7Xbbn7kwl/VBQNWCM/RpSFBqXBwdHbXb7WmcAT0zjQzA\ncDgsFouqqh4cHMRiscn8odlspjhML5UPBJebHwTr+MSQNYPrCJ2Vv3mBXCgWixWLRbxYs0Rks9nl\nCrD6mGNGqtvt0gGjmzdv7u7uUmQxTdO27VwuBzJVVWXiSCSSzWaHw+Hm5iYxVFW13W7ncjlQYjwP\nh8ORdW3bjsViE68OZfGwht7Z2WGM3b5927Zt0zRdFfHRWtDl1VdfXbwiYxkloCKuRikWizNUhEck\nEoFgqVSq2+0Oh8NIJEJTBOQV+LV7s9mE4VzrDofDwWDQ7/dzuVw0GkWKgnFJHYFzt9s1TTMWi40r\ntmma/X7/jTfeIEnkGYkrczy90LogzLjdwgsDmwr6YvHd7/c//fTTf/SP/pHcga6gVuDDjLF2uz0Y\nDBRFkSt2u93j4+NKpQJnoBYdx4FzgpuqqsPhECkB2SikhVDu064MdDUcu1QqDQYDDGqh02QJBT5C\niVeXvvTSSx9//LHAJ0hbglfIvT1bCEPVNVbPvNFVwMgR6u/nfOKq3W6XSiWyZi6XcxzH1YcBciEs\nVHZ2doJ40dbWVrfbdRwnl8upqsoCuJMXWyKARpB/bj195THHjJRpmjTAYrEYMhzAvXv3Dg4OiAzh\nWyY+PT195ZVXeIa5XC6Xy21tbaFkMBhEIpEgdQeDwXA4zGaz2Wx2ggW0axN8+EDM9VLES2tBl/ff\nf38piniJ50U8UhFXo8xWER7D4RDxol6vR6NRtH7v3r1UKqWqKvIKw+EQrQiLeLnuYDCoVCqO40Qi\nEdu27969q6oqlobQl+fc7XaxfASfscQ+OzujaSVjTFVVYVrpyrzdbkOeO3fu3L9/X1Bz3G4BqFzW\nl3rjxz/+sWsHyrBtu1KpqKqqKArWstgcQdRuNps8MSYESJvBwdBiNBpVVbVSqdi2DdlM06RksCAk\ntSuU+7TrClVVTdOsVCqYd+7t7aFE6DRBQpmP/hS2bft0qeM4Ap8gbQle8f3vf1/o7ZlDGKo+MWTN\n4D9CR/o5n7jC2CHTf/jhh64+LMC27W63u7m5GcSLGGO3bt2Cq7gGK+Y2uFzZ8v6WSCQURUkkEjPu\n3PXCEn60uN1uJxKJiRcxlBW4d+/e7u4uEidBKm5ubu7t7WFLTlXVKQ8W5HI5DJ7BYBAku+6qtaBL\nwCz9bBXxES845WRGmZUijuNQwEJKKRaLHR8fI12ExHgulysWizs7O7quI+XgVZdxEfO1116DstAX\neRGeMxaLWLqNOx0c+VtarsxLpRLkHwwGb775pqDmuN3CGLNtO5vN3r9/PxKJyPpSb9i27dqBMo6O\njnZ3d0GD+QR6NRKJHB8fyzqCMpfLIbvJGEulUijEll+pVEInYDJ0dHQkC+la7tOuKyKRyKNHj7rd\nLmaf6C7XTuMllPnwU2pd1726FA9dnk+QtgSv+O///b8LvT2P/UR+qP7Df/gPf/qnf3rmTawg/Efo\nSD93XVnB9PV6XfAKwWo0J0Y4lekZ50W5p0CuizGGWdFId3IdSoK/qaoaiUQwMEN4YTkTKYprwfdE\neEq8ngoXCdgoZcWj0WgulxsMBlPOP1RVvX///tHRUSqV6vf777zzjr8iXlrzugQ5cDBzRfzFC045\nrlFmqAi/71Cv19vt9ubm5t27d/kJH5ibpqnrOqXTXOsmEglBEsSXzc3NWCw2GAx4ztgvA9m4awN5\nNZ/NZvmXrkcyf/PNN19//XWvGXCQbmGM2bZdKpXq9TqZVdAXveHVga6gDsTFzs5Ou91uNpumae7u\n7vJ7BEiw0XodAgviuc4MBCFdy7Ex4dquK1AXB2IYY8ViEdtYcqf525rPW4Cna5fKfATvcqWRvULo\n7ZlDGKoffPDBMzKRGjlC/f2cNwedKOULea8Qmnb9+IKXF3khiDvJbNd1o3aumOPWHs404Jq2im3b\njkQi5AG0HnUl5kGU7Xbbtu3T01NiMrIuatGavt/vj+srchPdbrfb7SL5PxgM3nvvPR9FvLQWdFmK\nIj7iycQBFQmiy5SKeAESdrvdUql0cHCwu7tLt3K53N27d32yKajLlyiKEolE9vb28KYSY0zgnEgk\n+v0+415RDI5cLqfrOtVqNptC667MqVf7/f5zzz0nq+mjmmu3INmAfSJZX0Fg/w4EFEWhtbiu67FY\nrNlsRqPR4+Pjg4MDPm/X7XZTqdTpU/AVCTiixJ5+y565GcWr3Ktdn17iM0wwh2unBYd/lwoI0pbg\nFc8//7zQ2xMI6Q9hqP7iL/7iyDC1HvAfocH9XA4OY3nFBPTASHeajG0IGXPMSCFXj0QFGRIrPJ4M\nrulKLACUOHxHX9Y6PT0NUjeVShWLRZxaSCQS4yYq5SZSqVQ2m8WBQezK+SjipbWsy3A4XLAiPuLJ\nxMEVGWmUKRXhYZomMuH0fg3OkQwGA0wgaA+Fz7t41eWf5aVSKZvN4jBBNBrF0QGe89/4G3/jX/7L\nf4njmfJckJijM3F0nS85ODjAa2IgFmTb2tq6c+eOwBwnMyAPdrsENcfqFiJ+5ZVXisXif/2v//U3\nf/M3eX35ZI9rB8pq8p0GraPRaKVSgUvwziAIDAJholYqlYrFYr1ep4mUbBQIKZd7teuFUqlkmubt\n27c3NzfPzs4ikQieiF6dFgRe0rpC8C7XtgSv+LVf+7V//a//Nd/bY4kXBMJQxYsj/mFqPQAH8Bqh\nI/08FovhmFG/3xfsInuFvyRjeRFhpDsFZBseNh+Jef1EDH0m2DRNRVG8HAX2o399iAVKGf4NAVg3\nBI81wpfN5SZwaCYSiQRXhI3SZR6K6J/9svnqGGVcRQgjv2xOr8zgARyNRnHKh97BCQ6sJmmqJ3Mm\nNxiXM6Drus8pBJk5L48sjH9bQegFffm6wTtQsCzancDWFP1VVb1169ajR4/8hXQ1ln+7+me/bC5X\nGbeTZXhJKyNgW4JXTDyOfCB82VxoIkiYuqKQv2zuM0L9/Ry5KK/gENwrJqNn0433adpdTdBSf+bT\nnrlPpK40wp+IWVmM+xMxyCvs7OyM3JkK4YpldSBmb3hxKeX7zdKJoYc/EeOG8Cdili1IiBnj6k2k\nZs4zRIgQIUKECBFiSlyZHy3u9Xpz4rxIVKvVn//5n/8n/+SfLFuQafHgwYPXX3+90WgsW5CZ4fd+\n7/cYY2tgmhBLx4MHD6rV6nqErBmiWq1+/etf/+Vf/uVlC7Jo/N7v/d7bb7+9TtEyBJDJZObEeV4T\nqXQ6PSfOi8SLL74YjUbXQ5der7ceigCaprF1cbMQq4DQlwS8+OKLv/zLv/wMdoumaT/4wQ+eQcVD\nTIz5fkfKcRzDMNjTIKVpGp5/QDqdRnmn08nn8wIxQdM0KvGiDFK30WjQB9b29/en1MW1xEs816Zd\niRevSHCjjGs+V11mqAhgWVar1aJ/y+VyPB5fQF0ZrVYrnU4TB8uyNE0rl8t8c0IJatGkULglM7cs\niwV75EO1arWqKIpX0wFRq9X4fye2FMSwLMtV/oC2mPcE2jCMTqdjGEYymZzAH3wUnJLzKoAGb5Aw\ntTaQR6iPlWcCfsRRmA2xypjvjxZnMhlN01qtlhCLGWOaptFDFGPSlbjRaPAPb8MwHMfZ2NjAQ31j\nY8OnIaEuH6an18WyLIjBN+olnmvTrsSLV4RHQKPIlAGNMltFAEwREG4URRkreTtNXRmdTgcTHWLe\n6XSE5oSS7e1twzDK5XK5XG61Wj4dAubCXNYHlmU1Gg3anpCbDo5Go5HmMBkTEsNL/oC2CN4DE8Bx\nnEKhkEwmDw8P4/H4WP4AYi8Fp+G8IqDB6zrYmTS61wOuI9THjWcCGnHxeLxQKPBRZSm4iu66YMwx\nI9XpdJLJJNavN27cqFarFIgNw7AsK5/PE5lMjGDqOA6f70kmk61WK5/PgxKPasdxRta1LCsej0+8\nmJbFa7Va5XK5Wq0yxjY2NizLwlpTFi8ej8tNu+pSr9cXr8hYRvGiDGKUQqEwQ0V4KIoCtul0utPp\nOI6jKAo9cbH659NFjUYDhnOt6zgOrJnP5+PxOBIJjMuRCJyRZpggwWAYhmEY5+fn+Pfw8FCe67gy\nx8QUrQvC8GSwYD6fTyaTQrukUafTQVc0Gg3oK+TVAH7+hOU4+sdxHL5z6BYMzac8FUWhfBgykfK0\nLIgdeS3ghIKBSIZPP/30N37jN2SL+1skHo/DscvlMg1qkgFDkk9IIA60Wi1k1Kg5QcGRnH06cBXA\nRyF5sKfTaSFMrQdGjlDBMRhj8ARFUarVquwnPmNHaJqPkxikXn7+8ssvf/zxx/AZjGjHcWjUj3Qw\nL7ZEQL49WT77GcEcM1KGYcC3GGN4INGtWq12eHhIZIiGMnGv1+MftKDM5/NkUbhskLqWZTmOk8lk\nMpnMBEtz1yaoBPy9xHNt2pX48ePHS1EECGgUV8ogRpmtIjwcx0G8qNVq8XgcrddqtXQ6nUwmsZyi\nsCXkjeS6lmVtb2/jKY7rZDKJpSH05Tl3Oh0sH8FnLLGFfRCadxJcmbdaLciTyWR0XRfU5KEoyuHh\n4fb2Nl8oaGQYBma9tVoNq+1Go8E7NokKIM6ifz744AOhc3ArHo8nk0m0i46FCijpdDo8wbh2BKhc\nNhCJ9+Mf/9jV4j5IJpOGYWxvb+NptL+/n0wmqQnKk/EJCTSBu3h0uSroylnWTu7AFQE/eOXBzqQw\ntR7wH6GyY2ATELOTRqMh+4nP2HEFZlH+fo6RhanYxsYGnMc1WDHJwbzY8h7I+3YILyzht/bwJJCD\ndUBQVqBWq1WrVSy7g1RMp9P7+/vYkoPrTCYAkM/nyTX5MC2Lh6Hl2rRAHDDcz1YRILhRXCknM8qs\nFOHnGYgs8Xj85OQE6SL0aj6fLxQK1WpV0zQkBrzqMi5iNhoNKAt9NU1LJpM8ZywWsXQbdzo48keL\nXZmXy2XIb1nWw4cPBTUFoC60QAmZDxr95b/8lzGRKpfLyPHQLR7URXiuoH9qtZrQOSCAeJiWaZpG\nKmCfUSAQOmSkHaF4JpM5Pz9XFEU2EIlnWZarxX2gKMrFxUWn06HJ3MnJCY6agYPXxiI9bDDYZQVd\nObtq59M/KwJ5sC9bonnBf4TKjgF6RVFOTk4YN2p4eI0dIZlHywb0sOtYAyu4N4BlLWMMs6KRDiZE\nA9chHE6kgmA5Eyn4GXua8Q5Si6es1WqGYcBFAjZKeXIk2LGvNL7s/w/JZPL8/Bz7IIZhvP32217i\nyU3jCSETy4eWFqAIENwoXpTjGmWGivBbhMispNNpWiwSDQTWNI3Saa515SkdxRekvnnOSFyBbNy1\ngZARZIxlMhn+JfyRzPv9/n/8j//RfwZcrVY3NjaEjS3S6Otf//rv/M7vMMby+fz29rYc0AF+IY7d\napkVOkeQxDAMYog5jY+oQezIGLMsq1wu12o18kNBBojnZXEf0CYI/i0UCpi/CisfHvKz1lVBV85Y\n9AvaTbzCXCQmiMBXESNHqOAYOPLRaDQMw6hWq3znkJ94jR2hadePcbj6uQ+EYAV4LZO8hnCIIJjj\n1l4ymSTvoa1i2Ik8AGc4vIh5ECW2bHu9HjEZWRe1+G21cX1FbqLT6XQ6HUr+v/vuu17iyU176bIU\nRdg4RvGinMAoUyriBUjY6XTK5fLh4SE/gcBcwSc5IQcRrNX29/f39/ehjsAZGzSMe48pOPL5vKZp\nVEveU3NlLrwNIKspAPLTHF3Q6Kd/+qfZ0wUxkkYBkzcyK1cajA6IfePGjYCcma8dkchE+spfhpEW\nlxsV0kj4S6kFYRIZ3OiunF21W33Ig31d4T9CZcdoNBpIAgmnqWQ/CTJ2pqEHRjrYZGxDyJhjRiqf\nz3c6HaxdyJBYh/FkcE1XYgHK0xe5O50OfTy91+sFqZtOpwuFAg55JJPJcROVchN0vhL7L/QMlsWT\nm+50Ol7EOK2ySEXYOEbxopzAKFMqwsMwDGTC6f0anC7CriviHfLVfBrDqy6fkC+Xy5lMBocJ4vE4\njg7wnL/61a9+4xvfwAk5eS5IzNGZWODyJYeHh3iZC8SCbGhdYI5VJuTB1EdQU+4f2AKBUtYIKVXG\nGHamghtCZiVvL+IlAxwWGTldCGJHIt7f34f/YLbkKoOrxf01MgxjY2MjnU5jlnZ4eIiTfGgCRmRP\nj7zwGVmLO2wekLOPdqsM1xC3XJHmBJjJa4Ty/g/HiMfjmLjjoYA9NeaW45fHjr8kQcaaDCFYyQ4W\nkK0VHjYfiSdzAM/2/Pz84uLCi1K45UPswyRIQ0Cv1xtJwyOdTlerVZ8mer3e5eVlEPH4pv2J56EI\ngl3AJhZplHEVIVSrVd40rrL1ej1coImLi4tkMjlBW+fn5+fn5z6cyQ0mQ6/X4/nLdwXmvDyyMEEg\naDQNgrCa2MpPginoJUNAi2MbRWhRHul8yeXlpWCXIP0gc57MfItBOp2GbM8acKqPL/EZoa4GpRLZ\nT3iMOwwnGLbTDJ9p2l1NzG/aM/eJ1JWGMJG6uhAmUmuAkRMpAScnJzgnPj+RQqwUgltcmEiFAMKJ\nVIg1w/wmUvP60eJf/dVfnTnbxcM0zRdeeOGv/tW/umxBpsXl5eW7776rquqyBZkZ3nnnHcZYcNP8\n2Z/92SeffEK//h1i7RHc4peXl6ZprkfImiFM0/wrf+WvvPjii8sWZNF45513Pvroo3WKliGA//E/\n/gcuZj7tmdcZqV/8xV+cE+dF4u233/7Sl760Bro8fvz4Bz/4wRooQvjwww/ZurhZiOXi8ePHpmmG\nviQAbyJ/5StfWbYgi8aHH3745MmT0B/WDzSRmjnmlZH66KOPZs528chms4lEYm9vb9mCTAtd15vN\n5unp6bIFmRnq9TpjbA1ME2Lp0HU9m82uR8iaIbLZ7M7OTiqVWrYgi0a9Xu/3++sULUMAlJ++Mhkp\nYDgcmqbJGMNo1HVd13W6m0qlUN7tdnO5nEAsVx+LEtB1nUqazSa94TnBA9i1CagjiCc37VrXVZfF\nKxLcKNObb7aKALZt67peKpVc/x1ZdzAYTPCowDQOoH7wh+AqAdFut1OpVDQaFQqJW0BNQwREEMsG\ndBvbto+Ojra2tmC+iZ1tRcA78ExG7upjrGDihWazGYlESqUSXdCtCcJIiNXEfH+0OJvN6rrebrd5\njwHOzs6GwyGu8bgViIfD4a1bt/Dwvn37NlG6lrs21Gw2+Qf/0dHRbHUpFosQI5vN8ooITbsK7KXL\nUhQhjDSKF2VAo8xWEWAwGHS7Xa9/R9bl5REAs5JxeTSbTQS+WCxWLBZt2x7ZljANDYhutzsYDPiS\nSqVimmapVCqVSu12u91uj8szhA+CWNbfbQhHR0ftdpucnGq5etSKQ4h1Mxm5q4+xgokXut1uIpHg\nLwgThJG54ip65opgjhkp+A3WKzdv3tzd3aVJt2matm0jedPtdlVVlYnb7XYul0MJHsnD4VBVVddy\noW4kEslms8PhcHNzE8LYth2LxSZePMnimaYZiURQ0mw2h8Ohrus4nyg0LQucSqWgtXDr1VdfXbwi\nYxnFizKIUYrF4gwVGQnTNBEEkRJoNps7OzuMsWazmcvlotFou93+qZ/6KS/6drs9GAx+53d+ZzAY\ntNtteVVKy0dE252dHZoqgQP+VRSlVCpFIhG+IfSeQI+MRb/fz+VypmmaphmLxWSl+v3+G2+8gX8j\nkQhkJlbwGWLlOM7W1la323UcJ5fLqaqq63okEjk7O8MtJEu8JHEcJ5VK2bZNWTHqxjXGSMsSpdDt\nAp9ut3t8fFypVHgnh1/Bo/yrrw7gMxTr3nzzzbmO3BWH4Ax8zrjZbCYSCd6m7XbbcZx+v4/R1O/3\nhTPssrMJgYgG40svvfTxxx+7DmpZKmEIU9wmzmiRJ+A9c3G9uS6YY0YKUw1cx2IxytYwxu7du3dw\ncEBkeHIIxLlcDvZmjA0Gg0gkgkLXcrmh09PTV155hVocDAbD4TCbzWaz2QkWGXITCC71er1er+dy\nORJPbloWmLQWbr3//vuLV4RuBTGKF2UQo8xWER6YxQL9fp8xZtv23bt3VVXFUg9yYnpXr9exnn7t\ntdf+4l/8i+Ag0ycSCUVRfvVXf1VRFGEdycO27W63u7m5aZrmvXv3UqmUqqp37tzRdR3/Oo5TqVSI\nnsgEenRIpVJxHOc73/kOlqrQi2/u7OyMZqKMMVVV9/b2bNuuVCqqqiqKgjUlWCG437p1KxqNqqoK\nvXRdLxaLKLlz5w62X10lAU2lUhkOhzCQnB5bY3hZlicQup0H5sGpVEpRFH6Uwa8SiYR/9ZWCEOt+\n8IMfzGrkXjnIzsCPjjfffFOwKZmbLlzZkrPJgYjCAiKJ66AeOYSZFOJkAn8JQ/hjCb+11263E4nE\nyBUYrZXv3bu3u7uLBIlP+Uhsbm7iqXPr1i1VVYVzJxOg3W4fHBwMh8M7d+7cv38/uCJetwI+pWau\nCAtsFC/KyYwyK0Ucx+E3UhljR0dHEBJyIguIiVSpVOr3+7ZtK4ry/PPPo5YrfSQS+Y3f+I3/9J/+\nk6qqWOExbgVJDz/oOxwOj4+Po9Fot9vF0Qoc1E2lUs1mE5S2bWez2fv370cikVgsxtODABOjYrFI\ndYVudP0Zh6Ojo93dXUziaWGaewqkuBhjiLl0iz1doeZyOVmSVCoFGuQaIZKu63QEcI3hb1kik7td\nPgHJGMvlcsjaolxV1UgkoqpqvV73qb5q4GPdv/yX/3IeIehKQB62/Oh48uSJbFOYmzFGFzwEZ6vX\n60IgYk/DAkaf66B2DSb8EGZSiHv48KFAQJ451w5cVyxnInV8fIxr1/0LAt6egIvwlHx5wEYpvRmN\nRnO53GAwmH7wl0olGjOdTiegIuyzWvO35ENLi1GEjWMUL8pxjTJDRfiNBl3XaeKCMLS5uRmLxVRV\nRczK5XKVSkXXdT61I9MLt+iACz3thJd6BoPB3bt3aYrZ7/eJkvbCbNsulUr1ev34+FigB9ADw+GQ\nCoUJq5BEZE9fLKWuG7cPB4OBqySyVEjpUSZyjeFvWR4+3d5ut2k5MRgMXDfCJrba4sHHuueffx7q\nzDYEXQnIzsCPDpwZ4MtHwvXdQD4QBenekUNY5nzt2rXLy8sgEoYIgjlu7WExh2t6XcW27UgkQp5B\n6zaZuN1u27Z9enoKYqIUyr0aEtBut2lx3+/3xz2RIDfBl9i2bRiG12JdFthLl6UowsYxihflBEaZ\nUhF/KIqCUx17e3sQA/zPzs4wgXvttdd4e8n0AlKpFO56tdjtdkul0sHBwe7uLmMMezeMseFwePPm\nTdBgHY8NO4GeRyKRwAYlvfZIwMkq/p2GSCSiKAol5HRd95kEA6QgZns+kvDt3r1791lIR8nw6h+f\nbu92u6lU6vQpeMog1VcNQqx744035jdyVxyuzkCjY3qbjgxEwaWaCecQATHHjBRy2khUkIHlNxcw\nDmViHL6jDz987WtfA6VQfnp66tqQgFQqhRdPbNtOJBLjJjDlJnK5XLPZrFQqYEgpUxmywKS1fAuH\neBapCBvHKF6UExhlSkX8USqVstksrBONRjG929zcxAQFZ67x14ceRy8DHsBUVbXZbA4GA8w1X3rp\npf/wH/7DYDA4OzsT1H/llVeKxWK1Wm21WkTPP2i3trbu3LmDo6CCU0UikYODg2KxiO4yTfP4+DgW\ni5HwWBP77xH3+30QRyIRnMTiJZcf+YyxXC6HRJp/J6wlBMu6+gyfimCf/cYHezqOaBpKHuVVfdUg\nxLrf+q3fmt/IXTWYpkm7bzjZLTgDNsgwOiKRyJQ2lQNRkPMeXi7qw/nLX/7y9773PYEmPGw+Meb+\nQU7TNBVF8XIpGJX+9SEWKGX4NwRglRDcv4UPcspNIDeAMzTB2foTz0MR/bMf5Fwdo4yrCCHIBznJ\nOgF5CvR8NigIE/pQEHJR0WjUXzuZnr+LqZ7X7Bznf3mpAvYk+m1ra8txHKruLwkIisUivS24ZtBH\nfZDTp38mcGDezSb2/wVA+CCnMDpWWfIp4f9BTtkZhNExfc+MG7hcpZqA8wTtXi3M74Oc4ZfN/RB+\n2XxlEX7ZfDJM0G/dbhdfPVjXrb2RE6lnE+GXzYMQr/3oWCdcvYnUenxs5lvf+taXv/zlv/t3/+6y\nBZkWjx8//uM//uOvfe1ryxZkZvjOd77DGFsD0ywYH3zwAWPsp3/6p8eq8qMf/ehLX/rS3IRaMh4/\nfvytb31rPULWDPGtb33rpZdeegZ/a+873/nO//k//ydgtFz70bFOoPeQrsxPxPy5P/fn5sR5kfjc\n5z73+c9/fg10+cIXvvC5z31uDRQhfP7zn2fr4maLxF/6S39pAVWuFr7whS+w0JckfO5zn/vCF77w\nDHbL5z//+eDRcu1HR4ggmFdGah5sF49MJpNMJvf395ctyLTQNK3RaPR6vWULMjPUajXG2BqYJsTS\noWlaJpNZj5A1Q2QymWq1mk6nly3IolGr1QzDWKdoGQJ47rnncHFlMlKA4ziGYTDGMBo1TdM0je6m\n02mUdzqdfD4vEMvVx6IENE2jkkajQd8znOABPI14kEQocSVevCJjGcVVvLGMMkNFAMuyWq1WuVyO\nx+PUhKZp5XLZsqyZPwYajYaiKOVy2fVuq9UiQ3vRzBaWZc1DzWcWhmF0Oh3DMJLJJO9UwYEpPgAO\na2MjGrzBI/CVhmVZiCTTMKGIIYcO3lUo8Ia4ipjvjxZnMhlN01qtFu8xgKZp9BDFCBSIHcfZ2NjQ\nNK3T6WQyGaKkck3TNjY2fBpqNBr8FKHVas1QF8uyIAbfqKsijLFCoQCBSREvXRavCA9/o7haxEsR\n14ZmqwhgWVaj0eh0OlRSq9Uajcb0nF3R6XSSySRjjO8BYHt72zCMcrlcLpdbrdZMtPOBLECIKeE4\nTqFQSCaTh4eH8Xh8sh5uNBp4KCqKkslkMI7WADR45cHuGgzXAJZl8YFlMlDEoAsCuUo8Hi8UCpZl\nTdnWlAhDysSYY0YKfoNMw40bN5AlxqTbMAzLsvL5PJHJxIZh5PN5lLz44otE2Wq1qByPasdxhLoI\nYY7j0Bzfsqx4PD5x2kMWD1mQarXKGNvY2LAsC6tYV0UURUEJcjCKorjqUq/XF69IcKO8/PLLgkXY\nOEYpFAozVIQHRIUtwFZ4eiHoYznoOA6Mlc/nseJkjKGrGWOtVsuyLEVRwI3SdSBotVpYeaOv4ANo\nAoXn5+f49/DwECFY4IDkBLWuKAr6CqkLH2L+brlc1jQNAgjZPqpOaqLPw8VuEBiGEY/HMQSQ0cSg\n5nueMkw+fYsSzKUajQbv5Mh4EStwTiaT8AEmOcyiVB8BPgrJgx1pGz4YTpDJuyoQnAFjEPo2Gg14\nC3OLGLgQ5lJ8PEQQEzyEnO3ll1/++OOPwadcLnc6Hcdx8vk8GAZxUZ4zWuQJEPr4mBYiOOaYkcIE\nAtfCs61Wqx0eHhJZPp+XiRFlOp1Oo9GAm4Iyn8+TpfEocm2o1+vx8cuyLMdxMplMJpOZYJHh2gQf\n5uiBJ1PiEV6r1Wq1Wj6fx11XXR4/frwURYCRRvnoo48Ei3gp4mqU2SrCQ1EU0qXT6SBq0CRJ07Ra\nrZZOpx3H2d7etixre3vbcZwPPvhge3s7mUxitsqebsyl02nDMBqNBih5Alwnk0m6IBn4LUtQ7u/v\nyxyodUyhCoVCPB5PJpOZTMY0TR9iwzCgBYhJAFJTaAv/gvn29vY03fvsIJlMGoaxvb2Np9T+/j5K\n+J5nT7s6SN/m83lMeQUbUQYCnNEEk4y4GK2DgB+88mBnUjBcvISLgewMjuMgfHU6nX6/Hzxi8MAs\nKp1OCx7CuCCA8IXAu7GxAfcDTRAXlX1PIPCXMIQ/lvBbe61WCzbzJ6OnI5/GYIzBk/B0rFaryEYE\naTedTuPZtrGxAX+aRot8Pk8uOzJwtFqtw8NDzBvOz8/5GQavS8AANFtFSMKRRnnhhRdcLcImNcoM\nFUmn05RF6/V6/ONN0zRKvGHLD7MciIr0A9Zz2NZUFOXk5IQxJhMgx4BYIwQd158TbrVaAgdqHQSY\ngzLGDMP4p//0n/oQx+Pxk5OTeDze6XQsy6KoR1ulQlsPHjxIp9P4d96bjGsDRVEuLi46nQ48mfqc\n73lQBuxbRVF4x6BRhoH2z/7ZPyuXy7xnyg6zgqlEebCzp7tCQYLhlYbsDPl8vlAoVKtVTdOePHkS\nPGIANF1GT9ZqNd5D+CCgaVr+KbB8ZYxhIhXERQXfk+NDOJGaBsuZSOFBxZ7m0l3JsH+MpU+hUPj3\n//7fEyXeqoDrBGyU0ptI3U+ffE4mk+fn58jrGobx9ttv+zAsl8s0upCqcdUlyPGCmSsCBDHKN7/5\nTd4iyLRNbJTZKpLP5zc2NpDWFqaDhmHQ0wjxjhoSLrBj22g0DMPAPoVM6QV5PxF5I6+2ZHzwwQc+\nxHyuwkcG/mJ1NoauCmhzBP8WCgXMzuWeD9i3vO8JraTT6UePHsnOENzllghhsAvBcNnSzRHyMKTd\nEkx0xjWf67uB5CHYpBvJyjU4uLoocb5+/Xr4o8UzxBy39rDxj2t6aQWpYPIMvPDlRUxwHOfb3/42\nTZ8ty+r1esTEvy7QarUoR8LvOk2sS6fT6XQ6SP5blvXuu+96KSKU4ICUqy5LUYQFNgr/swMo91Ik\niC5TKiJAURQs6+WGYCDIfOPGDb4KpXMwu8KW5cnJCU44yQQ+AmATh54ieENnJAf+aP8v/MIv+BB3\nOp1yuXx4eIgZnmsP8NWvX7/uI20IV+CMCP0LnxzZ815wHKfRaGCAEEMcl9zf33cchyxOWYSxXG5Z\nkAe7EAxXMIs2K7g6Qz6f397exrGNKc0neMg0Us2Ec4iAmGNGKp/PdzodrF3IwPKbC4hWMnG1WsU7\nL5iSU04S28n0QYher+fakIB0Oo0kCrZFxk1gyk2k02kcwMQJQTorIFPm8/lGo4HTOWgaD2lXXRzH\nWbAiLLBRsJtJFkmn00hKuSoy0ihTKuLFUF5m4Zw7zqnwkpTL5UwmA7tgKRmPxxEQYVPoyxPwbIWD\nmYqiHB4e4p0vxhit1wUOwsYHTuTAef7Vv/pXPsTJZBLHtuiIOgQgqQR1rl+//tZbb03Zpc8ayuWy\nYRgbGxvk25hSCz0/kg8ig2VZeIWTqvA2Qga6UCjUajUytOyTc9R2UsiDXQiGyxVvtjAMg3bfcLJb\ncAZskNVqtZOTExyNmsZ8gofIEcMVslQjObvGh/Cw+eR4MgfwbM/Pzy8uLrwohVsyca/XOz8/lyll\n+DdE3EbS8Ein09Vq1V+8y8tLWTyZ8vz8HIrIxALmoQiCXcAm/HUhi8iUMkbqMq4ihGq1yptmJLwa\nEsovLi6EEq+KvEEFhkK5FweocHFxwdP7dAhkwwVqyQJM3J/PMrC9Qv/KPiD0/JTNkeF6T3F5eRmP\nx3l5VsGI6XQaWgcEBcOrDhyp9LorO8PFxUUymSSC6c3nFVt8ENBF/TlP0O7VwvymPeGXzf0Qftl8\nZbEGXzZfAxXWA9qSvmxuWVahUMC7WulFfcE1OMIvmwchRsKSzpiHWGVcvS+bB0mArz4uLy9t214D\nXR48eHB5ebkGihBs22ZX3M2++tWvsiuuwnrgwYMHbEmG+N3f/d3/9b/+11e/+tXr16+vmidcXl6i\nZ5412LYdPFr+8Ic//O3f/u2Ae74h1hXzykj9yq/8yszZLh5/8id/8vzzz/OHrK8ohsPh+++//wu/\n8AvLFmRmwERqDUwTYukYDodvvfXWeoSsGeJP/uRPfvZnfzYSiSxbkEXDtu0//dM/XadoGQL4oz/6\nI1zMfNozr4nURx99NHO2i0c2m00kEnt7e8sWZFrout5sNk9PT5ctyMxQr9cZY2tgmhBLh67r2Wx2\nPULWDJHNZnd2dlKp1LIFWTTq9Xq/31+naBkCeOGFF3BxZbb2gOFwaJomY4wfjbquCyXdbjeXy8nE\nzWaTXtTEI9OL0rUhtOXDbQLwDOVGxxLPlXgBighN6LoOiwCpVArlEE9oPbgiXsQztwhg2/bR0dHW\n1tacclSy01K7uq6XSiXXf31g2/ZgMOAZyiUzgWma3W633+8nEon59c9s251TVwREu90mc3uZckoJ\n5SaWq/JICEMV0jK3EbF+WLyxsEoEKCCHWGXM90eLs9msruvtdps8o1gs4smdzWaJzDTN4XB469Yt\n3Lp9+zbKj46OBIZelHJDjLFms8lPEWRu40JgKDeKeYNQbts2BBbEc9VlAYq4NgGcnZ0Nh0NeF6F1\n17rBjTJzi/Cs2u32DBkKEKabhMFg0O12vf71wWAw4HtVKJkVhsNhsVhUVfXg4CAWi925c2e2/An8\ncF5kuzNHpVIxTbNUKpVKpXa73W63XcmmMZZ/E0JPrgj4kWXb9p07dzC0V1PaGcLVWPMYqjyazSbm\nT7FYrFgs4hjDErH2Vp4ec8xIdbtd2he7efPm7u6uaZqRSAQlzWZzOBxGIpFut6uqarvdzuVyuIUH\ncCwWi8VifKLCi3I4HAoNRSKRbDY7HA43NzdR17Ztgdu4EBjK2um6rqqqXI5Myc7ODmPs9u3btm1H\no1FXXV599dV5KyKLRyse0zRt20YWCuIJWst1fcwnG6VYLM7WIoJex8fHlUoFDLFk7Pf7uVyOoh7y\nInTLcZytra1ut+s4Ti6Xg740YRKIP/jgg5/+6Z8WeskfSMkQK4E5kbXb7cFg0G63QYOlP4wCekVR\nSqUSjqoIHEjHaDQqNwcZYrEYpC2VSoPBwDRNRVFoPd1ut0ulkq7rkUjk7OwMfRKNRuUSvvXd3d3h\ncEit67oOFSh/49quqqq8kLz8uq7ncjnoWK/XqX/kHhDURO8pioLxNSVM0+z3+2+88Qb+hXuzz2Yg\neDXh9iT23t6eIB7vh+hDryYEZ2CMpVIpcomZaDcxhKFar9dpsNNeyVrC31jssyMCbsA7pOw2vD84\njiMPWAJlobA229nZ8XKtl1566eOPPx43oFGQ8WJLBOSTQRLtzyzmmJHCtAnXsVjMNE1E53q9jqFI\nkTGXy+VyOYqeg8EgEokMBoPhcJjNZrPZLCztRSk3xBg7PT195ZVXSBiZ27gQGMqNQjxXYfgDm0iJ\nu+ry/vvvz1sRV/GAe/fuHRwcEBmegnzrrnWDG2XmFuGVisViqVRKURRINRgMKpWK4zjvvffevXv3\nUqmUqqrIi+AWItetW7ei0aiqqsViEXxciR3H+Qt/4S/wBHzrw+FQf4p+v49C27bv3r2rqirWlK7M\ngUQioShKIpFgjHW7XchTqVR0XQe94ziVSkXmQLJFIhG5OQBzl0ql0u12h8Ph3t6eqqr8eho9r+t6\nsVhE03fu3IFGQolt25VKRVVVRVGy2SzfOq+CT7uCkDwHyuTpuo5Qjv4UekDggD0XPAyazeY0LgSc\nnZ3RRB9aYLog9xggiC1bgdcxSBPUk8PhEJy73S4ixhIhDNW9vT1MGdvtNp7W6wovYwHCiGBPNwHJ\nIWW3IX/48MMPXQesANu2u93u5uamj2thdIwV0CjIeLElAvbZABXCC/Pd2pOBsYdsP+0iMcai0SjW\nwbdv397d3cX43NzcPD09PTg4gMl9KIPAldsCkMvl6vU6driEmCjo8qUvfSkIw3ko0m63E4nExG/o\nTGaUWSlCx7lyuRw95xD1bt68eXx8jKkPNYGZH57uuMatWCwmE4PPn//zf9627Ww2e3BwIPSS4zg0\nkSL7Hh0doT8pl+PKHPwjkQh6LJVKQZ5YLKbrOo76Qk5X8SBbJBKRmwPzSCTy6NEjVVV1Xb916xby\ni659mOOAPhRKjo6Odnd3c7nczs5OJBJ5+PAhtc6r4NOuICTPAUkpJp3ME3pA4IAf5IlEIsfHxzPJ\n2Yz70xmC2K5WIB2DNEE9SVZArm4SZWYKeaj2+30EjSVLNk/4G0sYEUjDs1EOCX/4z//5P7sOWAKm\nrZVKBeHUx7Wef/75sQIaH2Rc2fIE7LMBKoQXFv2jxaVSCXFB13UkLWAt9vRdiePjYxiVtpyi0Wgu\nl+v1el6UQSBwGwwGsz11+84775B4AlRVvX///tHRUSqVQsYCGRTc5XWRDy3JmJMi7Xb7+PgY17x4\n/vBSJEjdGSqC2Tmt+bBqBLfBYHD37t2Ac0RXtSquIwAAiixJREFUYpLKtu1SqVSv16mjAH7XQ9d1\nPjWCwLS5uRmLxYJIwt/q9/uU+kJQljkIPcY3x5fghAdjrFgsIulFVVznVXIKBCVUERc+9nJtVxDy\n2rVrxAEZrOFw2O/3Dw4OQCP3gMBha2sLHW6a5u7u7vRbD0KOljGWzWaFt7f4HhPERl3B6EIvBWmC\nPe1bZPEpT7wsyKE4n8/DuLdv39a510fWDCONJYyInZ2ddrtNDuk60PhCecASXN8Z9HctGa4xR44/\nAttn8IMX02OOGSlVVcl7sFXMl9i2jS1nzKva7bZt26enp+Qc7Xabgm+/3zcMw4tSbkgWRuA2va8I\njb733nsQTxam2+0iH45dFZS46rIARVybgC2oP/msgH9dH/ON1GVWFul2u6lU6vQpFEXhl3fdbrdU\nKh0cHOzu7gZh5UO8ubm5t7eHba+RrBRFwXFAVBlXEsZYIpHAInI4HN68edOfg9wcYNs2f5ZZ6GR6\nrZJxgZ6mL0IJ37G6rl+7ds1HeNd2vYQEcrlcpVLhd1LkHhA4HB0dRaPR4+Pjg4ODKXeHSQYs8PBv\ns9n06TFZbH8FAzbBU969e3cV0lFyKOZ7e42fu/7GEkZELBZrNpuuDim7TRBXmYYeGBlzJmMbQsYc\nM1LITiNRAUPmcrlms4nkcCKRQBYBronTBnR08fT0NJVK4RU/EEciES9KuSEZArfpE5VCozSRl4VJ\npVLZbBZHC0k8L12Gw+FcFXHtK5wi58lcg6Nr3YmNMiuLCAtitEuPH1VVcVgBk0X/OVAQ4ldeeaVY\nLN6/f9//+VEqlZCZx7sFOHPAM3/48CER84fNCTiePxgMzs7O0IE+HOTmqNw0zdu3b29ubp6dnUUi\nkYODA5ztYIz1+32i7Pf7qB6JRHDOXShRVZWayOVyX/7yl7/3ve8JKlBOyLVdnLMhIQUOW1tbN2/e\nfPTokU8PCGriGAcsTj72wgsvTPxFKMiJ9w0ZY6ZpIvsYi8XkHpPFlq0g5/a8mpB7EkcChLtLgTBU\nd3d3cUQP37ZY400ff2Px5sbLBNFolHdIH7fxGrBeCOJaMkYGtIBsw8PmIzH3D3LiLSHeUTA3h2vC\nfj6sMNOPRqMjKeWGfLgFUiPABzmpUUE8WRhd17HZzEZpPQ9F9M9+kNO/ieDiTW+UcRUhBP8gJ707\nYwf4GPpYxCPBu7oPc4GMh9A//uJ58UEtng+WyOSQ6MytrS3HcVBdLnGVx79puV1/ZV0htygEEKEJ\nvD0XkDk1IXyQE6/F8EIKPeaDgArKTQjVbdsuFov0ytjiIXyQUzDExCN39SF/kNPLWMxjhFKJv9uM\nOxbGpWfBAtpIthO0u5qY3wc5wy+b+yH8svnKIvyy+Qwhd+bV7V6vjWkfyBOppaPb7eKrB0vc2gu/\nbL5sQULMGFfvy+ZBzpGsPhzHefz48Rro8vDhQ7xctmxBZobHjx+zdXGzpeNv/s2/yT7bmXLJVcHI\nDVwZ2CRdKWV/9KMf/eZv/uYEuswQjuPw28fPDh4/frxm0TLEvDGvjNTMeYYIESJEiBAhQkyJK5OR\nmsf8bPHIZDLJZHJ/f3/ZgkwLTdMajUav11u2IDNDrVZjjK2BaUIsHZqmZTKZ9QhZM0Qmk6lWq+l0\netmCLBq1Ws0wjHWKliGA+aV4Fv1BzhAhQoQIESJEiLXBfD/I6TgOvj6MZY2maZqm0d10Oo3yTqeT\nz+cFYoKmaVTiRRmkbqPRoC/VTpDJCNIoxJObdhXPVZfFK+JvFKH14Ip4Ec9QEcCyrFarVS6X4/E4\nNaFp2kiGlmVZlhVwwV2r1Zae/Wq1Wul0mtRkT9NyABluMlYhAMMwOp2OYRjJZJJ3qnGBMbU26ZyA\nYWrNYFmWpmnlcnkaJo1GQ1GUcrlMF3Rr4vEbYtUw34xUJpPRNK3VavEeA2iaRg9RjElX4kajwT/m\nDcNwHGdjYwMPy42NDZ+GhLqtVmuGuliWBTH4RqGI3LSreK66LF4RHrJRhNaDK+JKPFtFAMuyGo1G\np9Ohklqt1mg0pufMw4dhJpOZSRMj+XQ6HcuyBKkQf+PxeKFQEO6OxWpiqdYJjuMUCoVkMnl4eBiP\nx6fRXVifXGkEDFPrB8uy+MAyGTqdTjKZ5C8IE4/fOeGZGuyzxRwzUvAbrONv3LiB7XZMug3DsCwL\nCQ+QycSKomQyGcdx+HxPMplstVr5fB6UGM+O44ysa1lWPB6fOKkgi4csSLVaZYxtbGxYloVVLKSS\nxRbEc9WlXq8vXhEfowi6BFfE1SiFQmGGivCA/8AWYItZID3MkFrodDrxeDyZTGKhyUsC8zmOUy6X\nO52O4zj5fF6IegIl+q3ValFKDMkMao4ESCaToEfdfD4fj8cF2YgPdOGZIEHilRrhtUBqkFqBmowx\nWEpmxefkoALJjKUz5lt0a+2BzsEQKJfLNKgFY8lu4MOT6pIVYGtFUeCxstusGoKEqWXLuDjII5eS\nu41GA97Cnpq71WohewdvoWcEQRi/1WpV8Adytpdffvnjjz/2ClNBXJTnjBa9QtkCu3NNMMeMlGEY\nNMDo2QbUarXDw0Miy+fzrsS9Xo9/0IIyn8+TpRGPgtS1LMtxnEwmk8lkJlhkuDbBhw96ermKLdd1\n1eXx48dLUQSQjSK0HlwRV6PMVhEeiqKQPJ1Oh6JGrVZLp9PJZBIrrWQyub297TjO9vY2Tacgyfb2\nNkLhxsYGJluFQkFuiCjBCjwVRQE3sMXiEsQQAJKAwHEcdI4sm6Io165dE5h0Oh0sWx3H8clwIApj\nroZWPvjgA7DCXNyVFfUA7jLGNE2DYNRL0G4a61whJJNJwzC2t7fxlNrf30eJYCzZDbxAXkFWaLVa\nmMQbhtFoNGS3WUEECVPPCGRncBwHY6fT6fT7fcHcNIL8h5IwfoUwghGNIekapoK4qMDZJ5QtpifX\nDEs4bI5l98SLmHg8jgX9xsZGtVoNbvh0Ot3r9Q4PD7e3t6dPoubz+VqthuT2xNwEXfx/v4wwW0WA\npRhlhoqk02kKZ5gCxuPxk5MTTKrAHMkGvIkpSIi5IB6cuPaSJ51OgwARjaIPdSDlorC2S6fT+/v7\n2DDFOh40gmyo+z//5/8UmGCRmk6nvXoVM9Ht7W0iQCuvv/56tVrN5/NYGQdhhRZBg6541mKroigX\nFxdIKmxsbCAdKxuLSW7ghVarJVgBnqAoysnJCRLbgsXnr+XYmCxMrSVkZ8jn87QIefLkiWDukRMp\nYfy6+gNG9PPPP+8VpoK4qMD5wYMHXqFsQV25XpjvYXNXtFqtk5MTXPvsWQjgKfF66snJSfBMOKU3\n8TTFBtD4sv8/JJPJ8/Nz5HUNw3j77beDM/TSJciBg5krAizeKLNVJJ/Pb2xsIK2N6SCfDODJpjw2\n7j/XpCPGyK4Lmz78nposmysTZLB8mpZf0qZWhAt/VnjAG4ZBMmPj6ZkCbY7g30KhgJ1r2VhebiCf\n4hesgMlTo9EwDIN6mLf47LWaBcYNU+sKeeTCZIZhaJrGT6wDmtL1IwtCGBnJyjWe+MeW69evX15e\nBpEwRBDMMSOFoyG4pocK9n3IMyh/4ErMgyixldvr9YjJyLqoRftH/K7TxLp0Op1Op4PFgWVZ7777\nLr3jFqSuqy5LUYR5G2ViRYLoMqUiAhRFSafT2LoiLcrl8uHhIT8hKBQKJycntVqNZJsVFEVRFGV/\nf5/PP9EOmkDsKpsXE2yd0HtSweWh9Iamacjhe7GiEjgzSm7cuDFeF1x94IwI/UsHy1yN5Qo6xY9U\nlmyFRqOB/MHh4WGn05EtvoKYIEytK1ydIZ/Pb29v5/N52dzj8p/MH4K46JXwtKuLOWakkPPEUoYM\nLL+5gGjlSiyAMg2dToe+rNXr9YLUTafThUJB0zTLsuSdnQl0SafTyPxjxwRzkeD94KWL4zgLVoR5\nG2UaRUYaZUpFvBjSMiuZTOIMCkyDw5jIZuNFv1k9AOiEJlL0WEHG4/FyuVwoFFx3fmXZcDziz//5\nP69pmsAkk8ngBN5Yc01eHiyUZVY4gM+4zCLeCcDZKTq8/+ycP8UbAxsbG+l0GifuMd0RjOXDAc9U\nVKfT2bwV4vE4HrqIG9hr5i2+KF3HwARham1gGAa9y4aT3fLIRZ775OQER6N4c4/bnBxGgpx5kKUa\nyfn69etvvfWWQPNMDfYZ48kcwLM9Pz+/uLjwohRu+RD7MAnSENDr9UbS8MCBEp8mer3e5eXluOL5\nE89DkV6vl06nAzYRXLzpjTKuIoRqtcqbxhUXFxe9Xg8Xk7USBOfn5+fn5/J17ykuLy/j8fhI2agu\nz4RYwc3Ghdy9AqvLy0uZOV9LFmb9gO0V+hem4fttLEciYp6/zI0vWc1OxhFGr7tBwtQVBY4Jet2V\nnQHn6ohg4phGmMAfArqoP+fV9MMZYn7Tnnn91t482C4e4U/ErCxW/ydiLMsqFApINaXT6XCdt7LQ\nwp+IcUP4EzFBiJGwRHJx3oKFmBKUVZ35YA9/tDhEiBAhQoQI8axg5tOeeZ2ROj09nRPnRaJer9+4\nceO3fuu3li3ItHj48OG3vvWtvb29ZQsyM/z+7/8+Y2wNTBNi6Xj48OE//+f/fD1C1gxRr9e/9rWv\n/dIv/dKyBVk0fv/3f//i4mKdomUIIJvNzonzvCZSqVRqTpwXCUVRvvKVr6yHLn/4h3+4HooAuq6z\ndXGzEKuA0JcEKIryS7/0S89gt+i6fnl5+QwqHmJizPc7UsPh0DRN9jRI6bqO5x+QSqVQ3u12c7mc\nQAwIz0svSte6qE4lzWaTXvucYLURpFEfRRhjpmkqihKNRn2IF6+Iv1GE1l3FG8soM1SEUK/XZfn9\n0W63ybVKpdK4Ldq2PRgMxg219Xo9XOauOEzT7Ha7/X4/kUhsbW3RaA0O3hvBYTJvWSkEDFNrBtu2\ndV2fID7waDabkUikVCrRBd1qt9v0r1dbq7ZiFJw5uG+vwSjwwXy/bJ7NZnVdb7fbfHABzs7OhsMh\nrjEmZeJisYjHPGXkTNMcDoe3bt1C+e3bt30aajab/BTh6OhohrrYtg0x+Ea9FGGMDYfDbDY7GAyo\nxFWXxSvCQzaK0Lpr3eBGma0ihGaziflTLBYrFou2bfvTVyoV0zRLpVKpVGq32+12eyZijESz2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qn2zt6kLUNH/rj//4j73aXQymDBHrgXg8fnJyEo/HO50OwnU+ny8UCtVqVdO0J0+eCN6CWTU8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\nEolEIpFIBuT/Aa0cuEU00cC2AAAAAElFTkSuQmCC\n",
|
|
"text/plain": [
|
|
"<pdfplumber.display.PageImage at 0x105c8c908>"
|
|
]
|
|
},
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"im = p0.to_image()\n",
|
|
"im"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Use `.extract_table` to get the data from the largest table on the page"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"table = p0.extract_table()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"`.extract_table` returns a list of lists, with each inner list representing a row in the table. Here are the first three rows:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[['Notice Date',\n",
|
|
" 'Effective',\n",
|
|
" 'Received',\n",
|
|
" 'Company',\n",
|
|
" 'City',\n",
|
|
" 'No. Of',\n",
|
|
" 'Layoff/Closure'],\n",
|
|
" ['06/22/2015',\n",
|
|
" '0 3 / 2 5 / 2 0 16',\n",
|
|
" '0 7 / 0 1 / 2 0 15',\n",
|
|
" 'Maxim Integrated Product',\n",
|
|
" 'San Jose',\n",
|
|
" '150',\n",
|
|
" 'Closure Permanent'],\n",
|
|
" ['06/30/2015',\n",
|
|
" '0 8 / 2 9 / 2 0 15',\n",
|
|
" '0 7 / 0 1 / 2 0 15',\n",
|
|
" 'McGraw-Hill Education',\n",
|
|
" 'Monterey',\n",
|
|
" '137',\n",
|
|
" 'Layoff Unknown at this time']]"
|
|
]
|
|
},
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"table[:3]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Basic cleanup\n",
|
|
"\n",
|
|
"We can use `pandas` to render the list as a DataFrame, and to remove the extra spaces within some of the dates."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {
|
|
"collapsed": true
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"import pandas as pd"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {
|
|
"collapsed": true
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"df = pd.DataFrame(table[1:], columns=table[0])\n",
|
|
"for column in [\"Effective\", \"Received\"]:\n",
|
|
" df[column] = df[column].str.replace(\" \", \"\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"<div>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>Notice Date</th>\n",
|
|
" <th>Effective</th>\n",
|
|
" <th>Received</th>\n",
|
|
" <th>Company</th>\n",
|
|
" <th>City</th>\n",
|
|
" <th>No. Of</th>\n",
|
|
" <th>Layoff/Closure</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>06/22/2015</td>\n",
|
|
" <td>03/25/2016</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>Maxim Integrated Product</td>\n",
|
|
" <td>San Jose</td>\n",
|
|
" <td>150</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/29/2015</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>McGraw-Hill Education</td>\n",
|
|
" <td>Monterey</td>\n",
|
|
" <td>137</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/30/2015</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>Long Beach Memorial Medical Center</td>\n",
|
|
" <td>Long Beach</td>\n",
|
|
" <td>90</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/02/2015</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>Leidos</td>\n",
|
|
" <td>El Segundo</td>\n",
|
|
" <td>72</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/30/2016</td>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>Bosch Healthcare Systems, Inc.</td>\n",
|
|
" <td>Palo Alto</td>\n",
|
|
" <td>55</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>5</th>\n",
|
|
" <td>06/29/2015</td>\n",
|
|
" <td>09/01/2015</td>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>Encompass Digital Media, Inc.</td>\n",
|
|
" <td>Los Angeles</td>\n",
|
|
" <td>41</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>6</th>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>Alphatec Spine</td>\n",
|
|
" <td>Carlsbad</td>\n",
|
|
" <td>99</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>7</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/07/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Symantec Corporation</td>\n",
|
|
" <td>Mountain View</td>\n",
|
|
" <td>60</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>8</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/31/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Fusion Contacts Centers, LLC</td>\n",
|
|
" <td>Santa Maria</td>\n",
|
|
" <td>50</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>9</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>09/15/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>KLA-Tencor Corporation</td>\n",
|
|
" <td>Milpitas</td>\n",
|
|
" <td>213</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>10</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Southern California Edison Company</td>\n",
|
|
" <td>San Clemente</td>\n",
|
|
" <td>100</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>11</th>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>09/01/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>State Fish Company, Inc.</td>\n",
|
|
" <td>Wilmington</td>\n",
|
|
" <td>76</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>12</th>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Boeing Company</td>\n",
|
|
" <td>Long Beach</td>\n",
|
|
" <td>56</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>13</th>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Bridgepoint Education, Inc.</td>\n",
|
|
" <td>San Diego</td>\n",
|
|
" <td>7</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>14</th>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>Bridgepoint Education, Inc.</td>\n",
|
|
" <td>San Diego</td>\n",
|
|
" <td>15</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>15</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>06/29/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>BAE Systems</td>\n",
|
|
" <td>San Francisco</td>\n",
|
|
" <td>4</td>\n",
|
|
" <td>Layoff Temporary</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>16</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>06/29/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>BAE Systems</td>\n",
|
|
" <td>San Francisco</td>\n",
|
|
" <td>78</td>\n",
|
|
" <td>Layoff Temporary</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>17</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/07/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>Bay Bread LLC dba Bakery Los Angeles</td>\n",
|
|
" <td>San Fernando</td>\n",
|
|
" <td>50</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>18</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/25/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>Bay Bread LLC dba New French Bakery</td>\n",
|
|
" <td>South San</td>\n",
|
|
" <td>121</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>19</th>\n",
|
|
" <td>07/02/2015</td>\n",
|
|
" <td>06/12/2015</td>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>Hewlett-Packard Company</td>\n",
|
|
" <td>Palo Alto</td>\n",
|
|
" <td>65</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>20</th>\n",
|
|
" <td>07/08/2015</td>\n",
|
|
" <td>09/06/2015</td>\n",
|
|
" <td>07/08/2015</td>\n",
|
|
" <td>Microsoft Corporation</td>\n",
|
|
" <td>San Diego</td>\n",
|
|
" <td>129</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>21</th>\n",
|
|
" <td>06/25/2015</td>\n",
|
|
" <td>10/09/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>Aramark Healthcare Support Services,</td>\n",
|
|
" <td>Culver City</td>\n",
|
|
" <td>53</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>22</th>\n",
|
|
" <td>07/01/2015</td>\n",
|
|
" <td>09/10/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>Maxim Integrated Product</td>\n",
|
|
" <td>San Jose</td>\n",
|
|
" <td>20</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>23</th>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>ProCourier, Inc.</td>\n",
|
|
" <td>San Diego</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>24</th>\n",
|
|
" <td>07/06/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>ProCourier, Inc.</td>\n",
|
|
" <td>Los Angeles</td>\n",
|
|
" <td>71</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>25</th>\n",
|
|
" <td>07/07/2015</td>\n",
|
|
" <td>09/04/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>ProCourier, Inc.</td>\n",
|
|
" <td>Irvine</td>\n",
|
|
" <td>22</td>\n",
|
|
" <td>Layoff Unknown at this time</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>26</th>\n",
|
|
" <td>07/09/2015</td>\n",
|
|
" <td>07/22/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>Berkeley Pyramid Alehouse</td>\n",
|
|
" <td>Berkeley</td>\n",
|
|
" <td>63</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>27</th>\n",
|
|
" <td>07/09/2015</td>\n",
|
|
" <td>09/14/2015</td>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>Fireman's Fund Insurance Company</td>\n",
|
|
" <td>Novato</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>28</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/31/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>First Transit</td>\n",
|
|
" <td>San Bernardino</td>\n",
|
|
" <td>127</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>29</th>\n",
|
|
" <td>06/30/2015</td>\n",
|
|
" <td>08/31/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>First Transit</td>\n",
|
|
" <td>Rancho</td>\n",
|
|
" <td>71</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>30</th>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>07/14/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>11 Main LLC</td>\n",
|
|
" <td>San Mateo</td>\n",
|
|
" <td>35</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>31</th>\n",
|
|
" <td>07/10/2015</td>\n",
|
|
" <td>07/14/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>11 Main LLC</td>\n",
|
|
" <td>Chico</td>\n",
|
|
" <td>44</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>32</th>\n",
|
|
" <td>07/15/2015</td>\n",
|
|
" <td>07/15/2015</td>\n",
|
|
" <td>07/15/2015</td>\n",
|
|
" <td>TaylorMade Golf Company</td>\n",
|
|
" <td>Carlsbad</td>\n",
|
|
" <td>64</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>33</th>\n",
|
|
" <td>07/08/2015</td>\n",
|
|
" <td>09/06/2015</td>\n",
|
|
" <td>07/16/2015</td>\n",
|
|
" <td>Southern California Edison Company</td>\n",
|
|
" <td>Rosemead</td>\n",
|
|
" <td>38</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>34</th>\n",
|
|
" <td>07/14/2015</td>\n",
|
|
" <td>09/18/2015</td>\n",
|
|
" <td>07/20/2015</td>\n",
|
|
" <td>Actavis, Inc.</td>\n",
|
|
" <td>Corona</td>\n",
|
|
" <td>45</td>\n",
|
|
" <td>Layoff Permanent</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>35</th>\n",
|
|
" <td>07/17/2015</td>\n",
|
|
" <td>07/13/2015</td>\n",
|
|
" <td>07/21/2015</td>\n",
|
|
" <td>American Management Services LLC</td>\n",
|
|
" <td>Monterey</td>\n",
|
|
" <td>56</td>\n",
|
|
" <td>Closure Permanent</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" Notice Date Effective Received Company \\\n",
|
|
"0 06/22/2015 03/25/2016 07/01/2015 Maxim Integrated Product \n",
|
|
"1 06/30/2015 08/29/2015 07/01/2015 McGraw-Hill Education \n",
|
|
"2 06/30/2015 08/30/2015 07/01/2015 Long Beach Memorial Medical Center \n",
|
|
"3 07/01/2015 09/02/2015 07/01/2015 Leidos \n",
|
|
"4 07/01/2015 09/30/2016 07/01/2015 Bosch Healthcare Systems, Inc. \n",
|
|
"5 06/29/2015 09/01/2015 07/02/2015 Encompass Digital Media, Inc. \n",
|
|
"6 07/02/2015 07/06/2015 07/02/2015 Alphatec Spine \n",
|
|
"7 06/30/2015 08/07/2015 07/06/2015 Symantec Corporation \n",
|
|
"8 06/30/2015 08/31/2015 07/06/2015 Fusion Contacts Centers, LLC \n",
|
|
"9 06/30/2015 09/15/2015 07/06/2015 KLA-Tencor Corporation \n",
|
|
"10 07/01/2015 09/04/2015 07/06/2015 Southern California Edison Company \n",
|
|
"11 07/02/2015 09/01/2015 07/06/2015 State Fish Company, Inc. \n",
|
|
"12 07/02/2015 09/04/2015 07/06/2015 Boeing Company \n",
|
|
"13 07/06/2015 09/04/2015 07/06/2015 Bridgepoint Education, Inc. \n",
|
|
"14 07/06/2015 09/04/2015 07/06/2015 Bridgepoint Education, Inc. \n",
|
|
"15 07/01/2015 06/29/2015 07/07/2015 BAE Systems \n",
|
|
"16 07/01/2015 06/29/2015 07/07/2015 BAE Systems \n",
|
|
"17 07/01/2015 09/07/2015 07/07/2015 Bay Bread LLC dba Bakery Los Angeles \n",
|
|
"18 07/01/2015 09/25/2015 07/07/2015 Bay Bread LLC dba New French Bakery \n",
|
|
"19 07/02/2015 06/12/2015 07/07/2015 Hewlett-Packard Company \n",
|
|
"20 07/08/2015 09/06/2015 07/08/2015 Microsoft Corporation \n",
|
|
"21 06/25/2015 10/09/2015 07/10/2015 Aramark Healthcare Support Services, \n",
|
|
"22 07/01/2015 09/10/2015 07/10/2015 Maxim Integrated Product \n",
|
|
"23 07/06/2015 09/04/2015 07/10/2015 ProCourier, Inc. \n",
|
|
"24 07/06/2015 09/04/2015 07/10/2015 ProCourier, Inc. \n",
|
|
"25 07/07/2015 09/04/2015 07/10/2015 ProCourier, Inc. \n",
|
|
"26 07/09/2015 07/22/2015 07/10/2015 Berkeley Pyramid Alehouse \n",
|
|
"27 07/09/2015 09/14/2015 07/10/2015 Fireman's Fund Insurance Company \n",
|
|
"28 06/30/2015 08/31/2015 07/13/2015 First Transit \n",
|
|
"29 06/30/2015 08/31/2015 07/13/2015 First Transit \n",
|
|
"30 07/10/2015 07/14/2015 07/13/2015 11 Main LLC \n",
|
|
"31 07/10/2015 07/14/2015 07/13/2015 11 Main LLC \n",
|
|
"32 07/15/2015 07/15/2015 07/15/2015 TaylorMade Golf Company \n",
|
|
"33 07/08/2015 09/06/2015 07/16/2015 Southern California Edison Company \n",
|
|
"34 07/14/2015 09/18/2015 07/20/2015 Actavis, Inc. \n",
|
|
"35 07/17/2015 07/13/2015 07/21/2015 American Management Services LLC \n",
|
|
"\n",
|
|
" City No. Of Layoff/Closure \n",
|
|
"0 San Jose 150 Closure Permanent \n",
|
|
"1 Monterey 137 Layoff Unknown at this time \n",
|
|
"2 Long Beach 90 Layoff Permanent \n",
|
|
"3 El Segundo 72 Layoff Permanent \n",
|
|
"4 Palo Alto 55 Closure Permanent \n",
|
|
"5 Los Angeles 41 Closure Permanent \n",
|
|
"6 Carlsbad 99 Layoff Permanent \n",
|
|
"7 Mountain View 60 Layoff Permanent \n",
|
|
"8 Santa Maria 50 Closure Permanent \n",
|
|
"9 Milpitas 213 Layoff Permanent \n",
|
|
"10 San Clemente 100 Closure Permanent \n",
|
|
"11 Wilmington 76 Closure Permanent \n",
|
|
"12 Long Beach 56 Layoff Unknown at this time \n",
|
|
"13 San Diego 7 Layoff Permanent \n",
|
|
"14 San Diego 15 Layoff Permanent \n",
|
|
"15 San Francisco 4 Layoff Temporary \n",
|
|
"16 San Francisco 78 Layoff Temporary \n",
|
|
"17 San Fernando 50 Closure Permanent \n",
|
|
"18 South San 121 Closure Permanent \n",
|
|
"19 Palo Alto 65 Layoff Permanent \n",
|
|
"20 San Diego 129 Layoff Permanent \n",
|
|
"21 Culver City 53 Closure Permanent \n",
|
|
"22 San Jose 20 Layoff Permanent \n",
|
|
"23 San Diego 22 Layoff Unknown at this time \n",
|
|
"24 Los Angeles 71 Layoff Unknown at this time \n",
|
|
"25 Irvine 22 Layoff Unknown at this time \n",
|
|
"26 Berkeley 63 Closure Permanent \n",
|
|
"27 Novato 35 Layoff Permanent \n",
|
|
"28 San Bernardino 127 Layoff Permanent \n",
|
|
"29 Rancho 71 Layoff Permanent \n",
|
|
"30 San Mateo 35 Closure Permanent \n",
|
|
"31 Chico 44 Layoff Permanent \n",
|
|
"32 Carlsbad 64 Layoff Permanent \n",
|
|
"33 Rosemead 38 Layoff Permanent \n",
|
|
"34 Corona 45 Layoff Permanent \n",
|
|
"35 Monterey 56 Closure Permanent "
|
|
]
|
|
},
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"df"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## How did it work?\n",
|
|
"\n",
|
|
"We can use `pdfplumber`'s visual debugging to show how the table was extracted. The red lines represent the lines `pdfplumber` found on the page; the blue circles represent the intersections of those lines, and the light-blue shading indicates the cells derived from those intersections."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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YglsXYbKuhc9evRL5fc+h25csw+mNY75Dv/cdUl5uX7H63i21351TWEiG56SW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lfUlIDP1pE/0SelhlNAObFWq7VYLE6nU7RdUrn8CQmQCkRd1Wg0xgxTmYGyP0u7f7RORAIRnVd9\nt40jPRLTc+IrliElVR8tnvNu4bX/XLVoUTdOVOANt81mczqduI6Daxkejwejld1u37ZtG9ndiXR3\nf5Qdr9wAwPO8x+Mh+7hbWlpsNhudUlYwi8VSX1+Pe2iwcGVFbjwAPPra0KW84QpobxdXUVFRUVNT\ng0t7eH8ZTRHZ8qPpIghCchVBXfLCndmjA9cqAMAmMgoAdHd3i8pB8UQNq2C+OIwShyJEHQAoGD40\ndCl3uALwqSKaoqIiXN0nU2t4pKSkBLdtkpR2ux2Xb3ieLykpWbBgQbSP+2q12oaGBnykC0vGuTc6\nu8FgkF1YxK2aJpPJ6XTiFi5cCMAN+PgSAZQKU0aTNqYMuMCqIAOtryixtNK1a9cePXqULoTjOPL8\njs1mw/t1+ghGbZGEsu05fcDekQXXBioAwL58OVdeXm6xWHw+HzY47oOkDSdbTjQri8YZ6PZer5cc\nkWYRlRyzzKRDot9IOH+wAp588mNdtbKysr6+XjlMpS8VFZBz6ee5o4PXKgBApseRlKLoYTAYRJ1I\nGohk82JPVJZKoecqENO1VBabAZvNb7z+IO0+Wrx6tQU/Wrxz58cWgGD8uXp0TbQfOYXjelFizC5K\nKUW00iSLtHxZsNHb28FUnBeery+77RT+Ka0Coy1OLSgrQqOsSxIVIbp4+ldrz/RxPYP4p9QoCuKJ\n5FEwXxy6qFeEVqe9HVatz+fnLSKmEYG3gPScNkYT2bomJAOxuPrspMXIUzxkB4MouyhltGKlMtBG\nUZZBIbGoUofDEfdWcamE0xPSO+ae4vqOjuCfTz4pbnxZw4lQtrIyMbPEUWbc0NFPWLzcVngc/xT5\nuZowlXag7l3n7tRdDJFoibpH82dRs4g6kTQQ0cTstgmmhwm6bhLrnVYQOy5fm51mHy1evdoSaD9c\nITdhMP0hYuNA6tJ/n0pTRWBcF8OjNwZSQGmXjhDhcSCV1qaZ5tAbojMV0jtwIAVp3juSAh39hMXL\n8QXfM6RNUNN5n78xkALmDxkBMeL4QCp9Plo8Z9as61k594++9mrWfckqf9IgYheMDI3CrOvZ6aoI\njOsye2Q4C8auZecCpV06kkmmYUw5pHfMgrGB9O8dSWEmd7EMi5YMhBgxf2Qo3T5anJd/edGSkbP5\nlxctS0UVKYWIPfs0dz0753LRsjRVBMZ1uTn0bu7Q4OWiZUBpl458ZJr3uOtZ6W0axpRDekfO0PUM\n6B1JgY5+Q7l5l/VLZ06boKY3BU/MHhlm/pAxECPmnX47zT5aPLB09YNwGJbCO21HklvFJDCwNf9B\neLOtbeCm++eFbtaVzn0zTRWBcV1+pV9z05kT7xw4snVrfvrqApRp5llvDs1blNamYUw5pHcUnu7N\ngN6RFOjod1m/9MGZ1MVQd/fNS/QXw8wfMgbi0oUbNGn20eKCgrlXl6z84Q/fDwQCAGA2m0kav98v\nOuL1eq1Wazgcxg1x5FQkEhFlx5TS49IjpC5ypLOzkzzhWV1drazI1q35ADD3bf9gTu7Q8k+2tQ2o\nqRTFU1m1rC5JVwR1yX/3ePb1gSsrzQAgMorf70eLIGazGY9Ha+po5lNplEQUIeoAwFzOP5idO7T8\nk9/73skjR46Q1wd0dnauXbtWq9XSBwnhcLirq6usrEyn09HH3W53KBSij0jTJBG3202aUSpkisD+\nJfIrBvaOrOvXrq5cNzQ0WFzcQpsee0d1dTW2Hj71Im3DDGtbEv1GZucPLF0tG/3g431ZGr3TlK1b\n83P73sgbHrqy0jw0NPjIIz9PsId2dnYWFhaWlpaSH+RUa2sr+U0CLyMVoEvPeftImn20+OCSx9va\nBurq6vx+v9vtJh7T2NiIsamuro7kCgQC4XB4+/btmJickmYPBAKRSKSqqgoLqaqqipYSADo7O+kh\nQldXl3pF2toG2toG8KPFbW0D0irC4TCKIRJPfdWyuiRdEdTlF4u+9mrWfaiUbBWI3+8nL/NFXUSJ\no5lPpVESVISo09Y28L/ZG9A0PM+Th8lbW1t5njcajfRBmq6uLrfbLa3XaDSazWatVovXBrPZXFhY\nGIdsamhubg4EAqWlpaWlpW632+12p6giAm0shgjsHV74TFvbQE1NT0dHB+05ra2tHR0d5E+e52kH\nlpIZTU2i3y8WfQ1HUdLeTfdl2eidprS1DeBHi9EfZMPIhDh48KDRaKR/EDo6OjDa6PX6xsbGcDic\nYF0Jku62UwBdOi0/Wuz1eo1GI840PPbYY5s3bw4EAhqNBo90dnbiG3IxWVdXl9VqxVMbNmyQze73\n+41G44svvkhS4qU6EomIUmo0mrq6ukgkQt8w6fV69dMeMXXBiY1NmzYBQFVVVTgc7u3txX6ipmos\nUKTL/v37J18RcicUCARCoRDOqGEyUeKVK1dGM58aozQ2NiZRESlutzsSiezYsUNZ/SeeeKK5uVlU\nLwlwR44cIRIGAgEMozhFgffcfX19giCQRsOri1ar3bhxo0ajIdN7aDuSxWq14iRHIBAIBALPPPMM\nVrFjxw4SqaPlXbBgwR133HH06FFBEMhkiUJF5GKPiXGyze12r1u3TrkiWq8Zi9FoPHjwIPZrdFFy\nd0Tw+/0ajUZkERif13S73aWlpaSRSQI8q9VqsfA0Qtq7Ozo66L4sjd4ZjMiy2LPQxJ2dncuXL6c7\nFwYl7PX4QzSWIm0YCoW8Xu+mTZuihZ2VK1cODw9jPy0rK/N6vYIgWK1WLFAklWynpksGAFEC2nsn\nsTkzhBS+2RyHTfgb4xEGoNbW1tbWVqvVimcDgQB2wurq6kAg4Ha70TOk2TGl1WpFPwCAUCik0Wik\nKQFg79699MWS5/lIJFJXV1dXVxfHTYZsFfSkBc/zKJ7KqmV1OXfu3JQogrS2tpJRCIonSnzw4MFo\n5lNjlOQqIsLtdnd0dCiPogKBgF6vN5vNKJ5ygeFwuLm52Wg06vX6Xbt2ocDNzc06nc5oNDY3NwOA\n3+9vbW01m82CIDQ3N5MsWq0W7+0wiyAIxFWOHj1Kj1TIWFMhb29vb2NjI9a7ffv2SCSikPjs2bMo\nEibGKjQaDc7S+f3+aHlpvWYyGo2G9Auv10uMRc9F+f1+kUXwLGnqQCAgsgIu5prN5t7e3s7OzilS\nLk6kvVvUl6XRO1ORWra/vx/Dl9frPXHihKhzEZcgP2SLDYfDXq937dq10cKOIAgYZHDEtmXLFnS/\nxsZGWamknVpUsjSBsoQMZSb7W3tut3vHjh2RSGT79u3PPPOM6AsSaroiuSNvbW3dvHkzTpyoqdps\nNuNehy1btqxYsSLBHTBWqxW7SigUEm2vUV+1SJeY5aRCEQSbPeYHPaKZLz6jJEsRHCEZjcbOzk6F\n232yg+2BBx7AiTSFjR1dXV3YIKgj2dKEJeB6nN/vJ1N6nZ2dXV1dmzdvxgRHjhzBLGSohET7DoNC\nXhy24im8pwyFQtESRyKR3bt363Q6TAZUfMRkshWJ9JrhmM1mdI+DBw/u3btXdnApsoherweqqaVW\n6O/vBwCNRvPEE09MrjZJQNq7ZZPNhIGUXq8XWdZqte7atWvTpk1+v39sbEzUufC2DdtEdphCVtOw\nYVtbW6VhB7u23++3jkNu2nEgJZUKJJ1aFND6+vpECdhAKhEmeyBVWlqKxvP7/ThpgTEIr4W4cQTX\n40UZz5w5gykBoLW1NRAIoOuorJdMb+p0Olz+SHD8YTQa9+/f39XVZTabA4EALV7MqgVBkNVFumlp\nEhRB3G737t278TfaQjZZNPPBxI2SREX0ej0O76qqqsgimhSM8jjCC4VC1dXVZJoh2noWOYu7jKXj\nfpJx06ZNra2tpDWkP8ifosmwurq6vXv3ymaRtQIGymiJQ6EQ3ncqjImledPri3ipxmq1VlVVlZWV\n6fV6NS0TCoVElpJaYdOmTThpGggENm/enHarJ8q9Wxq9M3WBWGpZsmSPAx3lzisF+74IUdiJWZRs\nr5d1XVLyggUL2Mf1kkgKl/bwzgx/h0IhnHikj+AOG7Iph57DIDd2JPG5c+fI8DkUCu3du5d0aWlF\nUmHcbje9rDbRK4e0ChS4urraaDTS4qmpmmgt0mVKFAGAcDis0WhIexLxRInvv//+aOaLwygJKkKD\neXH/Fs6HS8Flmr3j4H4mnBKT3ael1WqxQJzmkS0TTQ8AkUjksccew73qeMrv98t+jcFqteIYFP/s\n7OxE4ZXz0k8AkE3xsom9Xm9paemOHTs2b94sK7MaIWc4Go3GbDYfOHBAYTQgsojorNQKnZ2der3+\niSeeoHfFpQvS3i1CGr0nS7TJRrZ/PfDAA83NzVarNfHOpSbsqJQqKSUzVJLCGSmr1er1evFWBg1s\ntVo7Ojqam5tDoRAuG3u9Xux1ZWVl27dvD4VCuB2PnCXZ8coN45vyyJbGvXv3SiuSsm7dul27dvn9\nflJ1grqYzea6ujpBELxeLy2emqqJ1lJdIpHIJCsC41vL6WQoniixgvniMEqCiihrh9OEZNocJ8Pp\nCx6u7ilcKTdu3FhXV4fK6vV6nU6Hi4A0uIM+FArhGh+u9mIWnBiTZtFoNDt27GhsbCQbAXGth65O\nmjcQCOApvMYbjcZoiY1GY0dHBy43k8Ei7iHF+1rlihiI2WxubGx8+eWXoyUQWYRcPrGppVbQ6XR4\nrcVwMVl6JAdp7xZ1HGn0ngoxU4IojMj2L6vVum/fvt27dxcWFoo610SrUxN2pEililny/PnzpR9o\nZ5vN4ya175FqaxsIBAJarZZ2Kbwdx84WDofpUziKFyXG7KKUUqQVSZGWHw3pe6RkqyA7TGOKR1et\nnDi5ioDkPVKyRqERiSdKrGC+OHSZkCJEHaDeI4WmSRG0stEQqaBSI3zwQlSybF5c8C0rKxMEgU4f\nrSLyTiN8mlqn00m1iKPZMxX6PVIAoMadolkEKIeRWoG8iWr6N7v0PVJqcmWGU9HvkQI5f5C17K5d\nu8ijuIm3g5qwE1OqOEqOo950IdXvkUryt/YA4PBh8M2atXLluvVwGNQFpukGNnpb28Da++eF5utK\nbz0J6akIjOvyqytrbjpz4uirl4hqUy1XnBD5zdab+XmL0to0KsHLdhLfE8EgkN5ReLr39UMRlb0j\nsy1CR7/Li5c9OPdNyPQuRkDd3eeX6C+GVUZLr9fb0dFB9pgzpiHEjvds0GhgFOCwxWJJg48W+2bN\n+mROHj9v0aOXfv7TeY8kq/xJg4i95MKZgazs8Hx9mioC47roPwzPHhk+uWAxUNqlI5lkGpWMjIwC\nQHZ2CrczzlhI78gbGTq14HZQ1zsy2yJ0F7uenRO6WZfxXYyAmuouhvJHR1RGy5GR0bGxsZyc7EkS\nkTFxiBHvvPAebmZKj48WrwLIGxkuunwO/01FFSmFiJ0FY/mjI+mrCIzrkjs6nAVjqEL66gKZZRrG\nlEN6xyyADOgdSYHuYrNH0ziMx8G4P4xkRrRkIJRLw+FUvNc8RQOptwBWr1oXaD98rQLeak+/OWEi\ntqk4Lzxff+m/T6WpIjCui+HR1dozfdzhAaC0S0eI8KvW5/PzFqW1aRhTDukdc09xfenfO5ICHf2E\nxcv5nx6fOW2Cms77/J26i6EMiJYMhBhx+drs9TCaiiqSPJAiq3sAUFEBIyMjPp8fACwWCwD4fL6e\nnh6SuLi4GI97PB6bzSYIAsdxJDHB5/ORI9FSqsnrdDrJY5+1tbXKilRUQHv7R79lq5AeUVaE4zit\nVkueiZVNnHRFUH4P9TtBo/h8PpF4EzJKIooQFUSm4TjO4/FwHGcymex2+4SeOuZ5PhgMilo7blwu\nF2kfu90erbqioiJSqdPp1Gq1sokTkdnhcNB/iprF5XLdcccdw8PDiSseU+Vpjqh3XLt2zeF4Jj5f\nIojaJLk+NglIuxhCOq/6CJx2VFRAF/Ub5Dw81QalOy8JyIxEoF0aIKmregCQ3PdI4RBq/XrYAoet\n7+4HAICKnp4el8slCusA4PP5yEUUe2BNTY00sdPppC/zHMcJglBeXt7T09PT01NeXo7H1eR1uVwq\nFcEWr6iA+0dfe/TSz/GIqAqe51EMulIFRQRBqKmpCQaDyrokVxGiy8PhzvtHXxuPifEbpb6+HqWt\nqalRVkRWl0QUodWpqIANw4fQNA6HUF9fbzKZGhoaDAbDtm3bVBaFKgSDQVqkRGhqauI4zm632+12\nl8slq520Oo/HYzKZkiIAjdPpLKYQvZvD4/GcPXs28VrUqDydIb3DCr/Fe4yBgcfi8CUaaZsk0cdE\n0N0wWdDR7+FwJzlCd15p15YNXGkHavropZ+TaLl8uYyHp86gCOm8BoNh586dU/6CklS42WRCXNoK\nv8VRVHI3SEHSZ6TGN5uvX73U8q9f/wefz4QzDaWlpRUVFRaLBQfXHMcFg0GbzQbjFxL8l06s1Wpr\namoEQaDne0wmk8vlKikpwZQcx+G1P2ZenueLiorUT3tg05uK7wvP019qPyUVz+Vy2e32yspKACgv\nL7fb7XgXK6sIADQ1NRUXF5PyZXXZt29f0hVBXQyPbtKe6ePaBz0eT9xGWbNmjVarxT+dTqcgCFqt\nVr1Rdu7cmaAitGlWrd/Az1t0qf2Uz8cVFRWh2Hj3j4YgM23YjPRNJImGLpcLpxxwbozc/OEUF4xP\n5GBejuPWrFkzPDzMcRydGOE4juO4AwcO4J/YMkBN+MlOb7hcLryVFwkciUSwxpKSEhRVtlLlwqU3\nsjhvJysGvrcd/Vm26aQCRFNZuQS73d7d3R2JRHAWU6vVorcQFURKSWt3uVwWi4UYDmWOG+wdc09x\nfe0jPp+/vV3Jl6KJREqTbRO6wWnXAsqydLPgwDqaE9LtgD6MwYdOnEiDABX9BN1yvv04ANBRSBri\nenp6ZINeOtLeDvM+/4juYohrH+Q4rqlJ3sMRkZ/Dx7uSKOaQuUns14IgKJiMjpPd3d2VlZVqgpLU\ni2K67oTcLIXtnmLQpZev/YzmxtJeMt/6BCl9szmuZOHvoqIinOFAHA5HQ0MDSWaz2WQTt7S00Bda\nTFlSUkIsGgwGtVqtmrzBYBDnhGpqakSdIW5d6GCBzhdNEafTaTKZioqKlHU5e/bslCiCxDTK//zP\n/2i1WofD4XA4SkpK8JR6oyRXEYLJZOI4rqmpyePxCIJQW1trMpl4nm9qajKZTBqNRjrzhFcCrVaL\nsaa7u7uoqMhkMjU1NQEAyWswGOrr6zFvU1NTJBKJRCJNTU10YgK9ZIlS1dbWchzncDiKi4tNJhM9\nvUGEIWKIBCY1ajQa/E1XitmjFU6LRECt8U5XEASfz3fhwgWUAVcuiouLOY5zOp2yTSertazKdANK\nSwCA8vJyLApnN+vr6/HPbdu24ZhSpJS0dkEQuru7UaPk3qzL+pIakWK2CSJyrWjNIk0pW6nUeUji\npEN3XmnXVogqaY1KaxI/F3UlUcwBKpL09/erMRmOoiwWi5qgBBIvium6E3Kz5LdvBjHZ39oDAJfL\nhbaJLzu5bXU4HJWVlThxoiajxWKpra3FJTl0nfgEQGw2G3YenueVoznHcT09PS0tLdJJb5EuKq8K\nyVUEUWkUl8vV0NAgCMK2bdsOHDhA0sdnlKQootVqu7q6PB6Pz+d7+umni4qKnnrqKZfLVVlZiVML\nPT09OJKgIdEBYyWmxJkqbArydU/MizFUmpgg+9UFg8GwZ88eg8EQ7ZJPxMB2IwL39vbSUVu20piF\n06sPFosF72txApK2Dn5yS6vV7tmzBwBEkpDdIVIBon1oQrbxS0pKbDYbjs7xFAZuPA7jEzA2m02q\nlKj2kpKS+vr6yspKn8+Hx5OFrC/JtvOE3IBuGdq1ent7ozWLrBOKKqWdR5SY7apJCjGtKfJzUVeS\nhh0YjyQxTUZW0zCcStMDFZSieVFM152Qm8XfjjOAqRlIoZ8BgOxCgyx0SofDwXEcuojKSskClsFg\nsNlswWAwwfGHyWQ6cOCAy+XC+48zZ85EKxCno1Bm0tNkdVGzvSDpiiAqjWK327GP+Xw+0d75iRol\nWYpg5yfzYfX19ThKIKVJixV9rVN2+IijEIvFghvDyWxitLGmwWAQ3YjX1NTU1tbiDZ+a2waRwPT8\npWx2cjcZrXDRsinOb0kLrKysdLlcTqeT4zhcJpM2nWwVsiq3tLTIlqAGvCeRKiWqHcvEFWQyh5oU\nZH0Jb82VRaJlk7ZJBb1hm3KtmB+OFTmhshfRiRWSMdSj4OEkAf1D1JVo5yeGpq2jYDK6Ftn0dFCK\nhpreJC02fZdlp5AULu2ZTCbiPWSpmOd56ZNr0RLTkJS4ZNvS0kIKiZkXc5G7cHoiOm5dPB5Pd3c3\nTv4Hg8FwOBxNkcrKSrJz0GAwFBUVRdNlShQB1UZ58MEHyZ+YJRGjJKgIged5elYAy9FoNGQ+xufz\n0RGHPF4UDY1Gg1vBamtr1X8g3Waz4eAS/3Q6nRqNxuPx2O32hoYG0aVUtlJa4AULFsSsUX3hCK5S\ngaQFnE4n3rk2NDR4PB6FphMhq7JUF+VwT1qY47ji4mKVStlstqamJtxAlkRkfWlC7RytTRD1rjUh\nJ4zPY+NG2rXVBK50JKY1RX4u6kokpTTmTNRk8Zk4putOsudkMCmckbLZbN3d3ThRQTaEdnd3iyYJ\nMVrJJhaBKXme93g8a9euxYMtLS1q8loslvr6ep/Px/O8yWSa6ESltIri4mLcoYwrJjiwkE1J6sIt\nmTjUiKaLIAiTrAioNorNZnM6nbiyjlV7PJ64jZKgIgTcaVteXm6xWHw+n1arxcVH3B7L83xJSQm2\nOS75k/k2erO5qECSF8e+9LOW0cB68flBrGXPnj08z+OuI7zPk53ql1ZaUlKyYMEC6SdFRZhMJlHh\n0VYHAKC2ttZut2/btg03UNPXg6KiIhyUoCfjmjXddNHUl1VZqotyA+KeJNyfa7FYIpGImhYrKSlx\nOBxkDjVZyPoS7i1TY0SI0ibkEiVyLQUrq3RCsgtYlDjhllBC2rXVROB0JJqHI1I/F3Ul/BPk5vgn\narL4gpI0RMRXbAZsNk81qfpo8ZyCwmtLV7W3i1+eJALtR/5USCxKKUW5IgTvG9QEGhzBF7zVM5ST\nN2y8B/f8S6vw+Xw4capekZi6JFcR1CXvxB+yBweurSoGgASNgrdWGFkSN8qEFCHqAEDBW0eGcnKJ\nacj7mUTWoY+Q5+PINnmghrlSyRXOKoAXYJKRPLmDexSSaNaJFk6qkK4GSltvQpKIVFZfAq5l2+12\nQRAm1GI8z9fX15PHqRIBe0fW9WsDqy0A0N4u0xrxtXO0nSXqXStmSjpB3B4rhUS/kbz8wWWfoF7A\n87GqRV1bTeCa/lRUQE7g9dzhQRItQdGaIj8XOY8o5oiYqMniMLEa152Qm6Up6NL5x31p9tHi1ast\n+NFi2U44zcFGb2+/8WbzsttOQXoqAuO6ePpXa8/0cT2DRLU0hciPbzZPa9MwcCA10Vdg4BQR2eeb\nCKR3zD3F9R0dSffekRTo6CcsXm4rPA4zpk1Q965zd+ouhjIgWjIQYsfla7PT7KPFn5pdcFF318Ph\nzpd1m5JV/qRBxF546u3r2bnC4mVpqgiM6zKPfzd36Pr7d64ESrt05CPTnH77elZ6m4YxPDwMADk5\nE9tgMDw8PDo6mpeXl7gApHfkDA1cuHMVpHnvSAp09BvKnX3JsHTmtAlqqj1zYvbIUAZESwZCjLjg\n1Ftp9tHi7OsDmvf6skcHNO/1paKKlELEzoKx2SND6asIjOuCHy1GFdJXF6BNM5b2pmFMOaR3zALI\ngN6RFOjolzt0fUZ1MdR0dqZESwZCuXS6fbR45UrzG22/vrI1//dtl1JRRUohYq+9f15ovi78My5N\nFYFxXe4uX3fTmRO/f/USUNqlI0R4s/Vmft6itDYNY8ohvaPwdO/r6d87kgId/S4vXvbOgSMzp01Q\nU92XTPqL4QyIlgyEGPGeDZr0+2jx1q35IyMjfr8fAMxmMwD4/X78EzGbzXjc6/VardZIJBIIBEhi\nAJAeUZ8S8fv95EhnZyd5fKa6ulpZka1b89vaBshv2SrUiycVJlripCuC8v+K+p2gUei8ylrL6pKI\nIkQFkWkCgYDX6w0EAkajsaysTKfTqSwqGq2trfSfZWVlPM+LLAIA4XBY9jjB7XaT5iotLU1QqqTQ\n2tqqvqlnAnTv+MpXrhUUjAHMAgC3263X60kfAQCz2YwWNxgMynaP6RjTHFEXu3LlSmvrv5OzGCKk\ncSAz2Lo13039BrlenGr70vGHBGRGItAunU4fLX7g5LMAAFDh9/vdbrfoygQAfr+fvDcWL7d1dXV0\n4kgkUlVVhZf5qqoqklL2uCgv0tnZSQ8RurrIV71jgC2+dWs++WhxW9uAqIpwOIxi0JXKKiIrTDRd\nkqsI0eULZ398/+hrGBcSMUpjYyNKW1dXp6yIrC6JKEKrs3Vr/p+M3Pho8Q9/+H5jY6PRaPzOd76j\n1+u3b99OapctIdpxmo6ODjNFtGQ8z4tsStPc3BwIBEpLS0tLS91ut9vtjpZyMuno6JhqEaYRpHdY\n4bdbt+YPDQ1++tNteKqjo4O0ldvtDoVCJJey3SeKGoecTOjo94WzPwaA7duPkbMYImTjQAaAuuNH\nizFa3n33bmkvTq4DSCHxR6/XNzY2hsPh1NWlhnS3MnHp9Pto8col6/75q3/n9xvx9vexxx7bvHkz\nuSwFAoFQKGS1WgHA6/UajUb8l0784osvWq1WPIKX5EgkYjQaox2n82o0mrq6ukgkQq6C4XBYr9er\nvxfHpl97/32hebpwGycVr6urq6ysbNOmTQBQVVUVDod7e3tlFZEKQ7QW6bJ///6kK4K63F3+tZvO\nnDjadsnr9cZtlJUrV2o0Gvyzs7MT35Qtq4isURobGxNUhDaN2bqBn7co3Mb5/QG9Xo9il5aWhkKh\nQCCAurjd7tLSUjLlVlZWduTIEXIc57HwuHQSizYWHcjwmqrVatH0MD6vJhpyoQzPPPMM/rljxw6s\niwiDxsVb276+PkEQysrKvF6vIAhWq9VoNPr9fo1Gc/ToUTyl0+loRXQ6HZ0Xa3e73evWrUNdOjs7\niYRSpHmxcK1Wu3HjRvotUxkP9o7C072vt0X8/hOtrX4Yd85QKIROHggEpF8zVLCdNAFxD2xno9EY\niUTw2ix1VKlvTPK0BIl+lxcte6ftCE6LwHiIwC+KiOLApMmWatraBnRfekR/MXy07VIgEGhulunF\nBJHJ4OPxgZ64QhMTm1qtVkEQ1MSfUCjk9Xo3bdokilekqJUrVw4PD0fzw5hBI1qxdFQhLprCdk8x\n6NL3bEjDjxYHAgHSwfR6Pc5wIK2trTt27CDJrFarNLHVai0rK8Mj2HvxoOxxaUV79+6lL9I8z0ci\nkbq6/5+9vw2O47ruhPHDV4EiukUris15UWxFFkdDUbGyHGIUr7iqlgZJNvlz4Iwr0ZrAU0CFTBHE\nFrKEq2CwHjzEusiFy6xxFVKaPOCgSswz2CXgVWo9NkYbb2KM1dHK5XAGw7UdS2o2GMVSOD1D2Y5M\n9YAmiDf+Pxzh+Op2z6DnDcAM5/cB1bhz+t5z7nnpe8+93bevr6+Pc4aSZWlubmbrzyeIkRmSmpPl\nvffe2xBBEGsq5dVXXxUEIRwOh8NhSZLwJ+tKqawgBJfLpapqMBiUZTmXy3V3d7tcLpfLJQgC/hQO\nhz0ej8vlOnXqFJVns9lgMOhyuex2+5kzZ4zVplaBkQWDESb5PR7P1atXJycnAUCWZZvN5nK5gsEg\ne/uVK1fYJx+OKalRURRxkqdpWjAYxDB67NgxrGpoaAgZGBoawpJTp0794Ac/YAVh76XW5+bmsCdl\nWS58biN3byqVwsp1XecEuaeAzxUAkGX50KFDOL7EYTTqiE1FFNAdkhkVlM1msZ/RLAHAaJBG2zBa\n10YBQwQO8bk4UJcw9WL616gyLj6w1oKOiTrVdX1ubq5w/KEmZFk+ePCgMV5RVeizpnbIRT8wGFW+\nalmrIxOtePfWEzbgrL1YLIa6KUyGloEhvr29HRMkBcrXhMfjwYfZsWPHHn/88TJ30kiShM6TyWTY\ntH9R4GSxWE9lBUFYVEosFuvv78/lcqdOnXrppZeIvjSlVEQQQRBefvllWZaxdbvdfvbsWXL+XC53\n7tw5m80my3Imk6HycDiM1ygCt30NVrfFcJibm8MWz549S3dhMoxbuTM9b2Fqaqq9vR3pZ2ZmsAlp\nFTgkBQAMgvQTAKiqeu3aNVYQ6kC2dUmSzpw5c/To0VQqheUFwN6bSqUoN4kDxHsWOHi6evVqe3s7\nZgEh/06gArqj2lgFTU1N+f1+7GdcN2QN0mgb+axrQ8CGiHxxoM5Q+NQUozsb44PxLhyNrRl/aDUN\nw6mRnqpCZze1Q7vdXjhoTE1NGavlrK4xkLKCjRlInTt3Dq9VVbXb7fkow+GwqqpoCiwlW26xUcqN\n22w2SZI0TStz/OFyuS5evDg1NYXzy+vXrxcQhEM+WYybloyouCAIi0rx+/3oY6lUCnNOJSulUoKg\n81PaeWhoSJZl+jeTyeCUyzTWU+AwfvCXnXpSQDx69GgsFpuYmFBVtb293W6353uEcNk+AOjr68OZ\nHxEUJea1a9e+853vcIJwrWMHqqqaSqUouZgP7L2qqlIcL7AgeC/g0KFDaNuorHA4XM5ThFNQJpMp\nsEJntI1NNUBhQwQXB+p1N7SpF4+MjLAE7IUxPhAl7T1lCwvEH7YVU3pN09aMIabRz2hUXLWbyupq\nBVVc2sN8AF5TBMlms4Ig0CMTX/gyJcal2ZGRESQmSq48X0McYrEY5UjYVaeSZZFlWZZlXEjCVbl8\nghhryyfLhggClpXy7LPPsv/iBqmSlVKmIARcv6d/uXpwUNXf39/e3s6Wi6KI+zy6u7uJzzUxOTmJ\nGS/jbgkOkiThM4ZuxPNBaUyWSqXWPEyD3fi/uLhoKgiH5557LhgMrpmO4oA2jC2+8MILRd1bZzh4\n8CBu9QUAnCfgzrOKVP7444+jARi3DxdrG+sMNkRwrl3Hz11TL6ZfjSrLFx/o/WX23qLiT2nxKl/0\nK7PaBoyoYkZKkiRZljFRQYrEvcksGZqmkRg32R0+fBjJnn/+eaTkykdGRkwb4nDo0KEzZ86kUilc\n3yl2imlswuPx9PX14YZBXJXLJ4gp8smSy+XWWRCwrBRJkiYmJoLBIDUty3LJSilTEAJuGz9+/Dgu\nygiCgMkYHGC5XK6JiQlcfhUEAZuLxWJHjhzp6+tDWex2u8VkmM1mw2EKKr0AJbKBrxMCgKqqZ8+e\ntdvt1KgkSTabrfBOJtz7hZw/++yznCCmt0iSdOHCBcocHD58+PXXX19TLnwVIJPJ4BpfUffWGbiF\njEOHDmUymYokfQHgyJEjQ0ND4XCYXcQ3GqQV21hnsCHCGAc2lrfqwdSL6Vejyrj44HA4cJuRMcdf\nbPwx0lsxD2P0K63aOthsXm1U69DiXbt2//KR/WNj86qqiqKYz1Cy2Sz7UwFijtKIwg0hcN5gJSzi\nu6+730otbN+xuO8zuOff2AS+gIOv2FgUZE1ZKisIytL09hvb7szf2u8BgDKVglMrjCzlK6UoQUgc\nANitpBa2/Uo19IEfI5/07gymAXDfA0VGurYIY0OFgWM7tgmLIuM6b1tbm67r1NusIPnc5MyZM/Se\nUVFfjSpBF3UA9I6td27/cv8hWH27p0qgJ5nL5Tp+/PjLL78MHzXCTaICin7L9zXNP3rAtE9K8J2a\nwIkTTTtmf7RzaZGiJZh5MYFTGRcfMBeVb2tBsX1YcrwqHDTWrLYOdI0mff9bMzV2aPH+/Yfw0OKq\nBqYqATt9bGwev2zu//hPoDYFgVVZvnvryQeuX7vy2k0SbaP5KhHEP37ZvKZVUxg4kCrq8xCyLE9M\nTNAGWGBWaRswBXlH87tXf/h6rtregcNcj8eDi92bc4rPRr8PHn7s+d0/hjp1MSM+/ALnTx+xv5+t\ng2jZAIL0+NRhofYOLf7XvY/84Y2v/83eL1Sq/nUDsf3xd5U727Z/4HysRgWBVVk+lnl7x+LCTz/p\nBka6WsSvVPMvyp2tta2awijhQN+lpaWVleWdO++rGlP1BvKO7Yt3fvbJ/VB971hZWV5YWNi+fUex\nRzWvG9jot7hj5y/sj9arixmBkj6Qvnbf8lIdRMsGEKTEX3/3rRo7tHjrndvN717dCreb371ajSaq\nCmJ7C9zdubxYu4LAqizbYWULAIpQu7JAfammgQ0HecfWuvCOioB1se2Ld+4pF0NJd9ZLtGwAQUqs\nvUOLDxzwzo5fnu+E2fHlajRRVRDb7pad2QftN//2nRoVBFZlcXz+gHh9dja5AIx0tQhi/omnm7Q9\ne2taNQ1sOMg7dr+jzF5Zhhr3joqAjX76w/u0b7xx7/QJSrrn9z9lez9TB9GyAQQpcd/BbVU6tLjC\nnz94mhnsdXZWtu51Bct8TQsC9SUL1J04DWwsGuZkxL3cJ/ey7HWMj6qy8ocWV+utvft3Nd9+9IlQ\nSFcUBQC8Xi8AJBKJZDJJxC0tLVgej8d9Pp+uf4QYAIwl1ikRiUSCSiKRCH0qo7e3t7Ag2O+73kwu\nbt+55HpqfNykCevsIRRFEUWRvhBjSlxxQVCWndf+cdvC/O0nWgCgTKUkEgmOvaKUUo4gJA4A7Hpz\nZnH7jiXXU1/5ihaNRunXQCBg5Rs8mqal02muk60gGo1SDwQCgWJvb2CzAb1j653b8we8CwsLf/zH\n/7NSatW0UizTtJ7SbLVkUPRb3tm08NhvjY+buKoxDtQHOjthu/rDHUsLt59oqYg9RCIRURQDgQBd\n0E/RaJT+1TQtkUgY29ps/cxZo3XjXH8zZoEm3fRGokpv7VU4I3X5Mly+DBfhafnRY+Pj0NPTk0wm\no9FoKBTiKBOJBHkmPm45Yl3XOzo6kslkMpns6OggStNy04YikQg7RGCD2poYH4fxcXht6zPf2PO5\n8XGTJjRNQzbYRk0FQei63tPTk06nqcRUlooLgrJ823b0ta3PoFDlKGVgYAC57enpKSyIqSxlCkLi\njI/D69sPo2rS6XQikWhpaWlpaREEwXi4bAUxPDysKEogEAgEAtFotDT+G9hUQO+Q4bPj43Dq1A/i\n8Xilaq6UZabTadZr1gEU/b5tO4rRjzN10zhQHxgfh2/s+RxGy4rYQzwed7vd7AX7E12n02nTtrCf\ny+ShBBg1iyUlWONmMBI0aRk+C/B0NXZJVfHNEbQbnL74/f7Ozk6v14sDUkVR0um0z+cjMiNxNBpt\nbW3FEkVR8BnvdrvzlbP3iqLY09Oj6zo7cHY6ndbTHmvKgpOJrq4uAOjo6AgEAoqimAoiiiIADA8P\nt7S0cBVysly4cGH9BbGulCeffFIURfw3Eonoui6Koqkgpko5ffp0BQVhIYoiVuv1euPxODJGmTZS\ngaIoGKrYaR/OkxRFyeVymI3DG91ut67rLKWiKIqiXLp0iRqlwMe2lcvlqMJAIDA9PZ3L5Xw+n9vt\nTiQSyBj+hPkJuhdLOH40TfN6vUgZiUTQ3hpYT3CGZDQYojHajKllsnZoagNUIggC1YY5IWpxPcG5\nKpoxFwfWmaUNBKesaDTKeqjb7WatJRqNYmIeZ5v4jChcP2dgVK4oiqZpPp8vX8iiRilQRCKR1tZW\nYhIAjKabT6h0Os0mzKiEJMVKnE4nVRKNRvGEGTZM0Y3YHMs8Fx7hoyF6s33cvzCqeEQMrmThtdPp\nxAwHIhQKDQ4OEpnP5zMSt7a2khbT6TQGIJ/PZ1pubGh0dJR9SKfTacwJ9fT0lDDJMG2CDR9oHKaC\nwKqDsTZnKsuNGzc2RBDEmkr5u7/7O1EUQ6FQKBRqbW2l0YlFpVRWEBa6ricSiUQiEQqFHA4HPu2G\nh4fdbrcgCDgfohKHwzEwMEDzqnQ6PTw87HQ63W738PCwpmmhUKilpUVRFC5jxy5KAgANE7m2qEIA\n6OjowJoHBgYAIJlMDgwMYMnJkycxsGJzWGLkR9f16elpAIjH45vqU9f3CIyGxCkIafLZTAHLRDsE\nAKMNIH1LS0sul8Mmpqen2RbXGZyrJpNJYxy4R2BUFuuhs7OznLW43W5RFN1uN12s2YTRwNh2jQRG\nE8WprK7roVAIU4mRSEQQBNOaTYUycsuWsNZIgRT3PKAXRCIR441IWSA8Gl2jhrAB3zKJRqPYuYXJ\naGYWCoW6urowQVKgfE14vd7e3l5ckkNtlSOFz+ejJ3ThJ5yiKMlkcnR01LiUxsli8UlZWUEQFpUS\njUYHBwd1XT958uSlS5eIvjSlVEoQXdcp25zL5XRdj0ajXV1dmF1LJpOUMKBzzq9e/dUrzV6vFylx\ntS4QCGCWjg0HwJx8x4Fr6+rVq62trT6fD0eiWE5xAX+C1bmXz+c7f/68w+Fgx0ksP62trQMDA11d\nXYlEAgsbWE8YDQk+qiBY3eliajOmlsnaYSKRcLvdnA0kk8muri62Qq7F9Qfrqq2trdPT06ZxoO7h\ncDg4ZbEeevfuXc5avF4vjT8sDqTAoO50Ot3T08P2MxeyjI0mk0lM+WAeSxRFvNfUkIxCFRhIYf3G\nSvDECFEUz58/z8rC3ogl+cKj0TU2z86wNbExAynqa0VRCjw+Q6GQoiioY5aSLbfYKC1gORwOn8+X\nTqfLHH+43e5Lly5Fo1Ecg1+/fj1fhZiOQp7J2kxlMY601kEQhEWlBAIBNP1EIsHtnS9WKRUUhF13\noEkY1cZWi081r9f70EMPoS7AkFlk0+ks0AjZkp6entHR0XxtrQkcguMkjOWBvcYKcYpJ+cIG1hNG\n5XLjhgI2Y2qZwNih0+k02oCiKFQhPqE3dqTCuSo+odk4UEMPvDJhVBbrobiOxpaXBk7dmqYFAoEX\nX3yRQjRHwDVKk3yfzzc8PMyOSEwNyTQKWWcP0dXVFY1GI5GIoihdXV0l79BnXaO0GjYEVVzawx0D\neE3b9XF0zL25ZkqMa6ujo6NITJRceb6GOESjUcqRsKtOJcsSj8enp6d7e3sxaZnNZvMJ0tXVhRtO\nHQ6Hw+FwOp35ZNkQQcCyUp5//nn6F28pRyllCpIPuLAoCAJlAhKJhNPpFAQBN3b09vYSY0bQFgdj\ndtDn8+FjA//FbDkAcG099NBDBdijpvFhGY/HA4HA4OBgZ/43rTEatra2Fha8gWrAaEhGmgI2w4Is\nk7NDow243W6sStf1zXCMDOeqLpeLiwMbx9p6w9RhyUOtWAsLmloDQDKZzDf2wnRgLpejpA4LY6Oo\nERw/YVKzcDLbShRaE5FIBDNbg4ODpW3VsBiiNycqnJH68PMHcPn+t5tv/7cn9u6dxkQF7T6bnp7m\n0puodZ/PNz39EWJN0+Lx+MGDB5Hsd3/3d5GSKx8dHTXea4TX6x0YGEgkEpqm4Yp1YUE+fAF45XuL\nN3cudcL4ON9ES0sLbribnp7GVbl8glBbuLqE3pJPFlzYrqAgKMvO7OS2lfnbnQDgK1kpPp8vEong\nqjw2HY/HS1ZKCYKQOACwa+n1xZs7ljqhpwcURaHNAfhKHW7p0HVd0zScJgYCASpxOBwPPfTQP//z\nPxsrDwQCp0+fDoVC7PuV1CeDg4MDAwO0LxIniGzNra2t+WpGKIqCHSgIgtfrzeVykUgEN2DiPnTj\nLa2traFQiEuYN1ApoHdshdvznTA398T77yv0kpHP5+OU63A4jIZRwGYKWybOrNxuN2cD+GYGvg+/\nIa8XUPRbzjYtdMJXvvIRV+3q6uro6GDjwPpzWD10dsL2m9/asbJw28wejMryer3kobhLibWWwm31\n9vZ2dHR4vV5N03Rdx/R2AeKBgQF62YVgNFEA8Hq9OOXDNbXCOjIVittsDgDsZnMjnE4njibxgcj+\nVPhGU0HQNQrTF4UPP38A369gnSyqdWjxgQNePLT49OmPLABxwC6jf7nVogKURhS4l4AD9jU1hJ0+\nPv7hl83bPvEO/mtsAm0U95BaFGRNWSooCMkSnzsgXp9Vkgv4bzlKIf9cUxArslgXhBVnfPzDL5uT\naixWzjKf7xa8cLvdHR0dsVjMlMa43cGKILh0i09Tup0+r4JJCGMNmqaZBtAGygd5B37ZnKyLQ2Hl\nWrEZDpwdmtpAsa5RKbDRT394n6/5DfyX42dNV6pFoOxT733K9n6GoiVnD0ZlcR5alOLwjRPr26fy\noUxrMQpl1O+aGsdKjGwUZSrVsCvS476D22rs0OIDB7zq+OXOzrwPuc0MYpuOiKlRQWBVFjwiRkku\nACNdLYKYpyNiKisOxkSckFX8k5s4kCrqiw/xeBxfZm7sNK8GyDvoiJgSzKmqNrP+YKMfHhFT0xGj\nKKCkeESMxWjZ8NDND1Li6kCq8ocWV2UgNbdlyy6A27BVgu/L8NlK1b9uILZ3w8pKLQsCq7LsgpWt\nALdgKzDS1SLqSTUNbDjqzDsqgnvZxRr2UJdgTToJ8HQVBlLVOrT439y3a27vIys3ds3tfbwaTVQV\nxPb97yoL27bPOR+rUUFgVZYdmbd3LC7MffJxYKSrRfxKNf+iLGytbdU0sOEg79i+eKcOvKMiYKPf\n0o6dc/ZH750+QUm3pa/dt7zUsIe6ASlx17tvVf6j5gBQjc3mONCbf/TA83AZHoV/GpupbBPrgPkT\nTc/Dj8fG5h94dk/mYzb/7h/XqCCwKst37U8+cP3aP12aOXGiqXZlAUY1e6SPZfbsrWnVNLDhIO9o\nfvdqHXhHRcBGvw/sjz5/L7kYyh772CP297MNe6gbkEk3HxYAVmrp0OJdu3b/8pH9X/vaz1RVBQCP\nxwMAqVQqlUoRscfjwXJZliVJyuVyLDEC6akkH6XpvXg7lUxOTtJLld3d3YUFOXGiCQB2v5Va2L5j\ncd9nxsbmrTRaQBAAUFVVFEWbzVaAuOKCoCxNb7+x7c78rf0eAChTKZxGClDmU2jJgpA4ALBbSS1s\n27G47zNf/vJPpqam6Ne2tjbqYQDIZrOapnGdGYvFDh06xJKVBtPK8yEcDrP/cnyWz1JRzBh5s97/\ndQb0jq13bv9y/yEA+OIXfyTLsqqqLpeL05FFsIrGGspRzYaAot/yfU3zjx74sz/7nmmIqEucONG0\nY/ZHO5cWb+33LC4ufO5z3yrzCxSTk5PNzc1+v58u6CfWVOq7VzccaNL3vzVTY4cWv/rIn46Nzff1\n9aVSqVgsxj1FACCVStGnovFxayQeGhrCx3xfXx9R5nK548ePY/nx48ex3LShyclJ1v/Zx+2aGBub\nHxubx0OLx8bmjU1ks1lkg200nyAAkMvl+vr62C/NmMpScUFQlr/Z+4XXtj6DQpWjFKNG8gliKkuZ\ngpA4Y2Pz/3vbYVSNpmk4OPN4PKIonjp1as0aZFmu9nErbP8gJiYmPAyam5srxZKxrWIxMTFRZg21\nC/QOGT47Njb/ta/9bGhoyOVyfelLX7Lb7VZsyQhSNFoj+lFtgaLf3+z9AkY/Ahsi6hJjY/N4aPHY\n2HxPT1KW5TIrfPXVV10uF3tBIFOx2+1DQ0PZbLbMtspE+ZFk0wJNuiYPLZZl2eVy4Uz3hRdeaG9v\np0G3qqqZTEaSJCIzEquqKggClkxOTuZyuVQq5XK5XnnlFUmSsBwf1blcjrtXEIS+vr5cLkdj/Gw2\na7fbS552G9mbmppqa2s7evQoABw/fjybzV69etVUEPxsYzAY5LI4RlkuXry4/oJYV8r+/fs5jQiC\nYCqIqVKGhoYqKAgLQRCwWo/H8+qrr+Zyubm5OU3TZmdn9+/fz8quqqrdbsd/cdjncrlyuRxOE1VV\nxbiJiYRUKiUIwpUrV3Rdp+QEJfDa29upZkw5zM7O6rru8XgymUwmk4nFYtxc1jjj5FhiUxd0O7Yo\niuKRI0cEQSAGkKVYLIZtHTp0iJULORQEgeOtwKzXlJJrvWjd1BRQF+gCfr8/k8lgaorr8zW7lKyx\nubl5YmICzy+jJjgb44yQU996iV4IpiHinoXRASmXPDk5uW/fPlZ9sVgME/M420RzYmsj48lkMrIs\nHz16lLMQMrb9+/cvLS2h1bW1tcmyrOu6JElYoRUTZWsGAI6AIslm+AZszaGKXzbHkRBe2+12dmYW\nDof7+/uJTJIkIzE+xsLhcDgcliRJEASklCQJ7QAAMpkMlhsbGhkZYR/SmqZhTqivr6+ESYZpE2xS\nQdO0fIIAwOTk5OOPP07PS5Kak+W9997bEEEQayrl1Vdf5TSSTxBTpVRWEBY4yE6lUuFw2G63C4Kg\naVowGNR1Xdd1jC+yLOP8b25uLpVK/eu//ms4HPZ4PKqqUooxGAy6XC673X7mzBkASKVSQ0NDNpvN\n5XKdOnUql8sRjSiKmF/EyrE5pEQCQRC4iAmrwY5CHscS1kMZO+wTFMrj8ei6HgwGkVuPx4MsAQC1\nhfdyHBp5K9CNRkqu9XJ0VBNwuVyqqgaDQVmWc7lcd3c3lnB9br1LJUlKpVKkVs7GstlsPiMk9W0q\nsCHi3oTRGObm5tBVZVm+du0apz5yz3wxAZHNZmVZPnjwoDEKsaEMrQ4Ajh07huY3NDRkypXRRLma\njQSFOWygMDbgrL1YLIY6s0LZ39+fy+VOnTr10ksvYSElBsLhcHt7OyZOrLTr8Xi6u7uz2eyxY8ce\nf/zxMrfISJKEroLphwKUqqrOzMyMjIwYl9I4WQrXQ6isIAiLSuE0QvSlKaVSguBAiq5x6QHzYey4\nhNJvr7766j/8wz/4/X78Fxe2pqamsAdQKLwRx4iwOpnLZDLt7e1YMjMzMzs7y8qC5dSTpgMplp5j\nyVS0VCpFNJOTk3a7/dy5czabDZkBJvxh5VNTUyyHtKGNeCvckxwl1/ramqhxCILw8ssvy7JMg/Kz\nZ88a+xwsd6kgCOxCGGdjY2NjRiPk1Ld59s1Yj9t1DKMxSJJ05syZo0ePplKpu3fvGtVHocA0JtBw\nGcNmOBw2RiEKZdIqcPoKADiQsmKinO3Nzs5yBI2BVDnYmIHUuXPn8Jpd1zDC7/ejplOpVDweJ8pw\nOKyqKpqOxUYpvWmz2SRJ0jStzPGHy+W6ePHi1NQUTiivX7+eT5CJiQn0EMzuAoAgCKayGEda6yAI\nwqJSWI1gzqlkpVRQEHaJMBwOv/LKK/v27eNEwIVIvBYE4ec//7mpjDTycDgc7LgHADBC0V3c7VYe\nMNw6JscSR4ymoqoqPUox7U8Zr3ytGDm0/vDjKLnWLVZSu0CN09LG0NAQrlwb+9xil7IdyLXi8Xje\nfvttoxHmM7ANBxsi7llkMhnOGDBq4RKKJEnFqm9kZMRYyEYhTdPWrMrIFeQxUaqZPbW9gfJRxaU9\nXPjH60wmgwElm80KgsC9uWZKzJUoikLD50wmMzIyQpWYNsQhFotRjoRddSpZFlmWZVnG5D+uyuUT\nhOb0drsdjxAiqTlZNkQQsKyUZ599lv0XN0iVrJQyBcmHTCbD7eMmfjCBhDsVHn74YVptQQI8ULa7\nu7u7u5s4Z7fe4/ZhGl2lUqnC5xOvCY4l9icqQevCkhdeeEGWZb/f39/fz+7QYsFxWOYBI1zr5VRV\nE8A9IvQv2uSafZ4PuVxuYmKC3VHE2dijjz5qNMIKqq+C4ELEPQtTY3juueeCwaAkSeWrzzQKlcZV\nRWpuwCKqdWjxrp/s/uV/3/+JT8iYqCAF4wyPvQWjlSRJsvwRYkmSJiYmgsFgJpNhc5K4Ke/w4cN4\n+8jIiPFeIw4dOnTmzJlUKoW1rZnA/PAF4JXvLdzcsXiiaWyMb8Lj8fT19em6jgs0OLAwFYTaSqVS\n+/btw2CUT5ZcLldZQVCWphtf37Yyf+tEE8C/L1kpnEZw/a5kpZQgCIkDALuXX0fV/NmfgaqqmCFX\nVdXv9/v9fi6ZBABtbW2nTp3CrWyCIPzO7/zON7/5zXA4TJnwI0eO9PX1oXR2u50mmliC+9ldLhfR\nSJL04IMP5juf2HTbJrvrpbu7m2MJABwOB+5XoKQgbtLPZDK4yiYIwsTEBK4m48Zz3Nsei8WQnpVC\nkiSbzWZ8GfDw4cOvv/66la7mWi/q3loBesdWuP3LE00Af/LpT6vHjx/3eDy4R7O/vx+3srF9vmad\n+IJIJpPhrJGzMezefEaI6qui5PlB0W/5RtP8iaaxsXljiKhXnDjRtOPmt3auLN460XTr1m+///4Q\nuS3u7DY6oCRJFy5cOHfuXHNzc5nqM0YhKy/zGrlas2bT2FXHm80//PxBzR1avH//ITy0+Itf/BH7\n8SQO2WyW/Yn70hKsvoTvcrk4SiOM9xqBs4Q17Rs7fWxs/uCzezIP2vwf/wn+a2wC37jBd6MKC1JA\n6uoJQrJ899aTD1y/duW1m/hvOUohjawpiBVZrAvCijM2Nu+RPqbt2UuqsXg76YtijcvlOn78+Msv\nv0wMw6p0uNLa1tam6zr7FLHCM1uPRZbwX3q1h03RsS3Sm32YxrDZbMa2CnNY7FejitVRDYG8o/nd\nqz98PYf/fvnLP8HTuElkY5+X0yjpK58RbmyHs9Hvg4cfe373j6EYF6tpoOyxnz5ifz9L0ZKT3WgM\n2Wz2zJkztIu3fPVZjx4FuCqh5hLarQmQHp86LNTYocX79x/60djfnzjRVIseSGzjQCr7TaVGBYFV\nWT7dcQgHUsBIV4sg5nEgVbJqMPZhOsfj8ZhOwnAgVX9fqqQF2QbIO3AgBevrHVaMcP3BRr8PHn4M\nP/BduxGjKKCktj9y40AKLNgDJixpj3kDmxCkxNWBVO0cWnw/bLmzdfuzK997beszlap/3UBs71pZ\nXKllQWBVlvtWlrbC3dtbdwAjXS2isqq5C3cBtmzJ+ysAQL5fG6gDkHdsgbvzG+QdhY1w/VFP0a9Y\nlBAt7wIA3N3SiBObGKTEppXFmju0uEm3/eZytkm37atGE1UFsX3fO2/d2bZDf/ixGhUEVmXZo729\nY/GO/hv7gJGuFvEr1bz71p2tta2aBjYc5B3bF+frwDsqAjb6Le64T3c8eu/0CUoqXr923/Jiwx7q\nBqTEne+8WWOHFi889ls+uAyPgTb+RmWbWAcsdIIP3hgfB7FlZ/ZBW1vzGzUqCKzKEnccEK/Pat94\no7MTalcWYFSz5+mm7J69Na2aBjYc5B2731HqwDsqAjb66Y5HffeSi6HsUw9+yvZ+pmEPdQMy6d0H\nt9XYocX372q+/egToZCuKAoAeL1eAEgkEslkkohbWlqwPB6P+3w+Xf8IMSKRSLAl+ShN78XbqSQS\nidBrn729vYUF6ewEANj1ZnJx+84l11Pj4yZNGEsKCAIAiqKIokjvxJoSV1wQlGXntX/ctjB/+4kW\nAChTKZxGClDmU2jJgpA4ALDrzZnF7TuWXE995StaNBqlXwOBAPvWsaZp6XSa68xoNOr1est/t9y0\n8nwIhULsvxyf5bNUFDNG3qz3f50BvWPrndvzB7wAcPq0Eo/HFUVxu92cjiyCVTTWUI5qNgQU/ZZ3\nNi089lvj4x+Wk/OW5rk1gc5O2K7+cMfSwu0nWhYWFv74j/9nIBAop8JIJCKKYiAQoAv6iTUVCrwN\nVANo0k1vJGrs0GL50WPj49DT05NMJqPRKPcUAYBEIkGuiI9bI/HAwEAymUwmkz09PUSp63pHRweW\nd3R0YLlpQ5FIhB0isI/bNTE+DuPjgIcWYxzhmtA0DdlgG80nCADout7T05NOp6nEVJaKC4KyfNt2\n9LWtz6BQ5SjFqJF8gpjKUqYgJM74OLy+/TCqJp1OJxKJlpaWlpYWQRDYc83yIR6Ps4qoBtj+QUQi\nkRYG3HezymHJ2FaxiEQiZdZQu0DvkOGz4+MQCukDAwNut3twcNDhcFixJSNI0WiN6Ee1BYp+37Yd\npVEU67yleW5NYHwc8NDi8XE4deoH8Xi8zArj8bjb7WYvCGQqDofj9OnT1T5JfU2UH0k2LdCka/LQ\nYrQbnK/4/f7Ozk6v14uDbkVR0um0z+cjMiMx5m+wJBKJ6LqeTCbdbnc0Gm1tbcVyRVHw2c/dK4pi\nT0+Prus0xtc0zel0ljx5MrIXjUYDgUBXVxcAdHR0BAIBnMUaKUVRBIDh4eGWlhauQk6WCxcurL8g\n1pXy5JNPchoRRdFUEFOlnD59uoKCsBBFEav1er3xeFzX9Vwul06nFUV58sknWdkVRaEcA6bi3G63\nrus4TVQUBeMmJhISiYQoiigLJScogdeJc5xVWbC5XC7X0tKC/6KFsHwaZ5wcS2zqgm7HFgVBCAQC\nyA8ygCxFo1Fsi00ZEoeiKHK8FZj1mlJyrRetm5qCoihOpxNdIBAIaJqGTs31+ZpdStYoimIkEvnz\nP/9ztgnOxjgj5NS3XqKvATYKVdBzaxFGB6RcciQScbvdrPqi0Sgm5nG2iebE1sbGw+np6a6uLs5C\nyNiefPLJpaUltLpAIDA9PZ3L5Xw+H1ZoxUTZmgGAI6BIUmYG7t5EFb9sjiMhvHY6nezMLBQKDQ4O\nEpnP5zMSJ5NJURRDoVAoFGptbRVFESlbW1tJ0+l0GsuNDY2OjrKunk6nMSfU09NTwiTDtAk2zKFR\nmgoCqw7mdDrZCo2y3LhxY0MEQayplL/7u7/jNJJPEFOlVFYQFrquJxKJRCIRCoUcDocoiul0enh4\nGM/dw/gSj8dx/ofEP//5z0OhUEtLi6IolGIcHh52u90Oh2NgYAAAksnkwMCA0+l0u90nT57UdZ1o\nBEHA/CJWjs0hJRKIoshFTABIMDCyhPXQpB/7BIVqaWnJ5XLDw8PIbUtLC7IEANQW3stxaOStQDca\nKbnWy9FRTcDtdiuKMjw8jMPx3t5eLOH63HqX+ny+ZDJJauVsTNO0fEZI6tskYJ23gp5bczAag67r\n09PTABCPx2dnZzn1kXvmiwkIHEV5vV5jFGJDGVodAHR0dKD5IY0VE+VqNhIU5rCBwtiAs/ai0Sjq\nzArl4OCgrusnT568dOkSFlJiIBQKdXV1YeLESrter7e3txeX5NCeypHC5/Ohq2iaVjgli4PC0dFR\n41IaJ4vF1G5lBUFYVAqnEaIvTSmVEgSzlXidy+XwDCnMh+EABQBwtofpt3g8/r3vfS8QCOC/uLCF\nPUAf0McbW1tbMT+BkzlN07q6urAkmUxevXqVlQXLqSeNIYld1vR6vRxLpqIlk0miiUQiDofj/Pnz\nDocDmQEm/CHD0WiU5ZA2tBFvhXuSo+RaX0sPNQ9RFKempuLxeCKRePHFF51O51e/+lVjn4PlLhVF\nkT3RjLOxv/zLvzQaIae+zblvphohqCZgNIbW1taBgYGurq5EInH37l2j+igUmMYEGi5j2AyFQsYo\nRKEMwxFOcbEVHEhZMVHO9q5evcoRNAZS5WBjBlLnz5/Ha3Zdw4hAIICaTiQS3/nOd4gyFAopioKm\nY7FRWsByOBw+ny+dTpfp/G63+9KlS9FoFCeU169fz1chpqOQZ4yq7JZzVhbjSGsdBEFYVAqrEW7v\nfLFKqaAg7EJDKBTCkMHm/+CjJwSLovjzn//ctDkc63i9XqfTyY57AAAjFN3F3W5lYsCthnAsccRo\nKoqi0Iowpv0p45WvFSOH1leIOEqudYuV1C7wuUW51YGBAVy5Nva5xS5VFMU4EiIbu3btmtEI8xnY\n5kGVQlBNgPI63BwS9zO0trYWq77R0VFjIRuF0uk0F8qscAV5TJRqbhxaXFlUcWkPF/7xmnZ+aJpm\nfHPNlJgt0TTtxz/+MQ2f0+n06OgoVWLaEIdoNEqTfnbVqWRZ4vH49PQ0Jv/T6XQ2m80nSFdXF+0o\ndDgcTqeTpOZk2RBBwLJSnn/+eVYjuEGqZKWUKUg+4MKiqeC4jok7FX7jN36DVluQQBAE3AHW29tL\nnNMFDikEQaDRVSKRKPPQYo4l9icqcbvdyKGu636/Px6PBwKBwcFBdocWC47DNUPwmhyyrZdTVU1A\n0z7yBiga0pp9ng+6rkciEXQQBGdjn/70p41GWEH1VQlV8tyagKkx+Hy+4eHh1tbW8tVnGoVK46oi\nNTdgEVXMSPl8vunpaUxU0HR2enqaSx6iHxqJfT5fJBIZHh7WNA3H2kipaVo8Hj948CDePjo6atoQ\nB6/XOzAwkEgksLZiE5jGJlpaWvAdYFygwYGFKSW1hbtKcaiRTxZd19dZELCsFE4juH5XslLKFISF\noiiYIVcUJRAIBAIBWtEjBAKBkydP4vZhQRAOHz7813/916FQiN6VCwQCuKMWz1mjiSbKKwgCDu6J\nprW19aGHHsp3aLHptk1210tvby/HEgA4nU7cr0BJQdykr2laIpHo6urCzcu4kxQ3nnu9XmwL6Vkp\ncH5sfBnw4MGDV65csdKxXOtF3VuLwFdGOjo6vF4vvmowODiIW9nYPl+zHlIBZ42cjXV1dZ0+fTqf\nEbLpjU2FCnru5gfFFgDAnd1GB2xtbQ2FQufPn8etUeWozxiFrLzMa+RqzZpNY1djs3nJqO53pMbH\n+Y8ncUCl0r9GYnZeXtguCzeEwFmCFfs2fkfKtIlEIoGDvDUFYVFYlsoKAobvSJWpFNLImoJYkaUo\nQUgcYL4jRa9nWwHpi2KN2+3u6OiIxWLEMKxKhyutgUBA13X2aWGFZ7Yeiyzhv/RqDzvRZ1ukN/to\nqdHYVmEOi/1qVAk6qiFw35EaH/+wh1mRjX1eToukr3xGuOEdnu87Uiw2nMkqgf2OFAAYZTcag6Zp\nAwMDtIu3/J6xHj0KcFVCzSW0Wyuo9nekKnzWHgBcvgyJLVsOHPA+DZfBzBA3P7DTx8fB3bIz+6C9\n7RPvQG0KAquyxOcOiNdnleQCiVajIP6feLpJ27O3ZNVg7MN0jtfrNZ2E4UCq/l7zpgXZBsg7dr+j\nzF5ZXmfvsGKE6w82+ukP7/M1vwG1HDGKAso+9d6nbO9nLEZLTFjSHvMGNiFIj/sObhNgBeCy1+ut\ngUOLE1u2PLXjPm3P3s/f/NY39nyuUvWvG4jtT/3sX+a3brvxa44aFQRWZbG9n71vefGdX/8NYKSr\nRVRQNSsrd5eWlrZt27Ztm/lOweXlFQDI92sDdQDyjp3LC+/++idh3b1jTSNcf7AudmfbjuyDtpqO\nGEUBJd37r1rTyrLFaLm8vLKysrJjxwa8ttWARZASP/mzd1FPtXFo8RMAO5YW7L/I7lhesP8iW40m\nqgpieyvcbVpZrl1BYFWWnSuLW+EuilC7skB9qaaBDQd5xxaAOvCOioB1sftWFu8pF1u1h+X6iJYN\nIBiThsvV+K55lQZSbwLsd3t+NPb3t040pcZ+UY0mqgpi++CzezIP2rLfVGpUEFiV5dMdhx64fu2K\n/AtgpKtFEPMe6WPanr01rZoGNhzkHc3vXv1h7XtHRcBGvw8efuyfLs3cO32Cktr+yG1/P1sH0bIB\nBCnxqcPC07BSjSYqPJCi1T0AOHGiaXl5OZVKAYDH4wGAVCqF/yI8Hg+Wy7IsSVIul1NVlYgJqVSK\nSvJRWrl3cnKSXvvs7u4uLMiJE01jY/N0na8JVrpi2TMlrrggyP93meuSlVKs+vL1WMmCkAisahYX\nF8LhMP3a1tZms9nwOpvNTk1NsSUsJUcMAKqqyrKsqqrL5eJ+aqBewXnH/PztcHisHBvgbMy6YRuR\nzWY1TeNCwTrAGP0QqqqKoljffnHiRFNs9fpP/3Tr3NwvAHaVU+Hk5GRzc7Pf76cLLI/FYplMhqVs\nxJzqgTVpgIqu6gFAZb8jhUOop5+GY3D5uZ/8FQAAdKZSqVgsxgUXAEilUnQ+Lj5u+/r6jMSTk5Ps\nw1tV1Vwud/z4cXyoHz9+HMut3Ds1NWVREOzxEyeanl353udvfgtLjE0MDQ0hG319fQXYy2azWMKx\nZ0pcWUFIlj+88fVnV763GhPLVYqR0qJSyhGEFefEiaZ/t/w6qqanJ4mDM4/HI4riqVOn2PpjsRjb\nysTEhIdBc3Mz/ZTL5YaGhlwu15e+9CW73c7WUwCk+gZqEeQdEnwf5xjz8/+hWBvgwNlYhTmuPtjo\n94c3vk4luVyur69vww/WrSpQ0s/f/BZGy4WFRYfj/y6zzldffdXlcrEXCJfLhSGLwhcbjhqoIMik\nJfg+jqIqu0EKKp6RWt1s/vT+Rw79xX/4z6mUCydkL7zwQnt7O0UWVVUzmYwkSQAgy7LL5cK/LLEg\nCH19fblcjs33uFyuV155RZIkpMRHdS6XW/PebDZrt9utzw6x6w8++0xmjy07phjZU1VVEAQsmZyc\nzOVyqVTKlL1UKtXW1nb06FEAOH78eDabtdlsprJcvHix4oKgLJ/u+MID169dGbspy3I5SslHaUUp\nQ0NDZQrCqsYjHdb27M2OKakUCIKA1Xo8nldffZW+GC7L8tmzZ4PBINtKvmebqqp2ux2F8vv9mUxG\nVVVVVQ8dOoTTRJxQZjIZURRRmzinjMVifr8fs1kA0NbWBgCaps3Ozuq63tbWJsuyruuSJGEYxbuo\nkgY2Fugdze9e/eFYLpVKTUzwNuByuSgXizkDTBShfk1HS2wJEUuSZLPZ2KqAsROqBwlEUTxy5Ahb\nJ2c2LJkgCFQtBo3y+wQADj77zAd7H/unsRksDAaDtTguLBZjY/O2P/qc/f3slbGbqdQPJiZ4As4Y\nYrEYGyL27dvHKiIWi2FiHmebaE5YD13MzMywHWsxkqRSKUEQrly5gj8hA5wZsLanaZqpDS8vL/t8\nPuK/XoMSmvRThz8rfLi0V8mvPkFVv2yOQw28ttvtmOFAhMPh/v5+IpMkyZR4ZGSEfQQipSRJaGEA\nkMlkBEGwcq+maTij6uvrQzMtUxa043A4HA6HJUlCNkzZAwB2qoFTOlPi9957b/0FoZ8sKsWU0opS\nKisICxzFplKpcDhst9uxXRwYeTweZIaIUwzYSlwul6qqwWBQluVcLtfd3e1yuebm5pA3WZa///3v\n49zx6tWrk5OTeIsgCC6XK5vNBoNBl8tlt9vPnDmjaVowGMTYdOzYMZvN5nK5hoaGACAWi3GVNLB5\nYGoDqqqGw2GPx+NyuTBHRfp1uVzBYNBYDxkYPq6CwaCu683NzVxVxnrQhj0ej67rwWCQHn6c2XBk\nZH6iKFYpRTo5Ofn444/b7fZqVF5DMBoDGyKuXbvGKYJCBF0Urt96JEmlUkNDQ1hy6tSpXC5nNAOy\nvRs3bpjasK7ri4uLxH99pxurig14aTMWi6FVlXY7Db3D4XB7ezsmTqzc6PF4uru7s9nssWPHHn/8\n8fJXo2OxWH9/fy6XO3Xq1EsvvZSPPVhdAMpkMtyiOEfM/bpugkAxSjGlLE0plRIEB1J0jRkp3LkF\nAM899xymzZCA2+ZF14IgvPzyy7Is04Ds7NmzkiSdOXPm6NGjqVTq4YcfvnXrliAIZ8+exVsoOIbD\nYbzGbsEpIAIHmgCA4W9ubg7bokoa2DwwtQG73X7u3DnMIpOHejweVCt9RZOFcYyOUwhjVVw9qVSK\nksTsOJszG/QyIpuammpvb8d6ZmZm2G2IFYGqqjMzMyMjI8bNAPcajBpkQ8Tdu3eNiqDxk5WB1NTU\nlMVIgk1jCSaxMpkM1zqs2l4ulzPaMP6UzWaJf7y3gRKwMQOpc+fO4TWmDazcxVKGw2FVVdEyLDZK\nmXObzYZ5zvLHH36/Hy0vlUrF4/F87LlcrosXL05NTXk8HkyN5JPFSpyqhiBQjFLyURarlAoKwi4R\nhsPhV1555ejRozjgw/FcJpMhgnyLiRh3aCvo0NCQLMv4LyYgX3755VgsNjExoapqe3u78ey51OoW\n/gIHgiJjBSppYANhagOYLuImD4WnHKyNpVIp8pFMJsNVxdWjqiqNgfDZRtes2XBkOObDf6uRNJqY\nmMDZAq5PQf718bqHUYMYtTBESJJUEUVYiSRGxthGuQsj2/QTyz+tMzRQLKq4tOdyuWg/ciaTQd/L\nZrOCINAjk9IGpsQsiBL3CoyMjFAla96Ld1GOhF11KlkWrkRRlHzsybIsyzIuE+C9+WTZEEGgGKXk\noyxBKWUKkg+ZTKa5uVmWZY/HM7IK3ESy5o1sdoH4ee6554LBoCRJk5OTmKLo7+/n8m2iKOKGOZz8\nFWilQCUNbDhMbQDH0/39/e3t7WXWv2ZVGCIAIJfLvfDCC1TOmQ1HhhuWkTKVSlX82BbKftntdjqG\n8t6EqQYpRJSvCOuRBADY131o37pp64UNj/gvltsGCFXMSEmSJMsyzmNIf+wiCwKjlSkxB6TMZDKy\nLB8+fBgLR0ZGrNx76NChM2fOpFKpTCaDK9ZlyiJJ0sTERDAYxAopGWtkz+Px9PX16bouyzKxl484\nl8utsyBQjFLyUZaglDIFYaGqKi6eqqrq9/v9fj+3MRZX97CE3USCo1u8xg3jx48fxw89CIKA8zNJ\nki5cuHDu3LmrV69iuGH1iI/eI0eO9PX1oTHY7fYHH3ww32HGNpvNWEkDmwSmNiDL8sTEBK7LWxmR\nF4DL5WKrmp2d5QjwnYxMJoNrfFTOmY0kSSyZJElkfrilvWQO87GNF6lUat++fffUK/oUWwAAd3lz\nxoCLsxgimpuby1SE9UiCvCElvm3jcrm41mnPk5Ftth7iv1huGyBU69DiXbt2//KR/WNj84U/PYKv\nsNG/BYg5SiOsfOMEx+lW7Bu/FLD7rdTC9h2L+z6De/6NTeBSHW43XrNpyqwWJq6sIChL09tvbLsz\nf2u/BwA2lVKKEgTxoWqU1MK2X6mmUsDdwSxLuIcA98AZfyUD4K6LaqKBDQR6x9Y7t3+5/xAAjI3N\nm9oAfs8pm83C6mpIabBSlalTGLniyEpwpXyg6Ld8X9P8owcq62KbHCdONO2Y/dHOpUWKlhyBUYNs\niIBKKMJKJMF9IG1tbbqus5T5Wi9geBz/dQk06fvfmqmxQ4v37z+EhxbXohNip4+NzeOXzf0f/wnU\npiCwKst3bz35wPVrV167SaJtNF8lgvjHL5tXWzWYjaAtnA3UGcg7mt+9+sPXc7XuHRUBG/0+ePix\n53f/GO6ZPkHZYz99xP5+1mK03KgQgQOpcj73irgXQhzp8anDQo0dWvxv7tv1r3sf+cMbX/+bvV+o\nVP3rBmL74+8qd7Zt/8D5WI0KAquyfCzz9o7FhZ9+0g2MdLWIX6nmX5Q7W6uumqWlpZWV5Z0776tS\n/Q1sLMg7ti/e+dkn90ONe0dFwEa/xR07f2F/9N7pE5T0gfS1+5aXLEbLjQoRS0tLALB9e7mbc+6F\nEEdK/PV336qxQ4u33Zl/4Pq1bSvzD1y/Vo0mqgpieyvcvW95qXYFgVVZdqwsbYW7KELtygKsau7W\nvGoa2HCQd2wBqAPvqAjY6LdjceGecjGU9L56iZYNIBiTrrVDiw8caFHHL9/uBGV8oRpNVBXEtrtl\nZ/ZB+82/fadGBYFVWRyfPyBen1WSC8BIV4sg5p94uknbs7emVdPAhoO8Y/c7yuxMzXtHRcBGP/3h\nfdo33rh3+gQl3fP7n7K9n6mDaNkAgpS47+C22ju0uLMTlpeXE4kUAHi9XgBIJBLJZJKIW1pasDwe\nj/t8Pl3XFUUhYkIikaCSfJRW7o1EIvS+aG9vb2FBOjthfPxX1/maSCQSbElR7JkSV1wQ5D/OXJes\nlGLVl6/HShaERGBVs7CwEAqN0a+BQIDe+9U0LRqNsiWhUIitiv0JABRFicfjiqK43W7upwbqFZx3\n3L59OxR6qRwb4GzMumEboWlaOp3mQsE6gHOxubm5UOj/o19bWlrcbrdpmKoDdHYCnc35hS8s3Lo1\nB/BgORVGIhFRFAOBAF1geTQa5b4k3og51QNr0rV0aLH09kUAAOhMJpPRaJQLLgCQSCToIYo+2dPT\nYySORCLsw1tRFF3XOzo6kslkMpns6OjAciv3RqNRi4Jgj3d2Ah1aPD5u0sTAwACy0dPTU4A9TdOw\nhGPPlLiygpAsf5CdfHblezgiLF8pRkqLSilHEFaczk44vPThocWnTv0gkUi0tLS0tLQIgnDy5Em2\nfgSVRCKRFgbsx6t0XR8YGHC73YODgw6Hg62nAEj1DdQiyDsk+D7OMebnXyjWBjhwNlZhjqsPNvr9\nQXYSAL70pTfp10Qi8dOf/hSdPR6P15n9o+x4aDFO0pzO/6fMOuPxuNvtZi8QbrcbQxAbvspsqwFT\nkEnX3qHFBx71/r//139JJNw4IfP7/Z2dnV6vF2cwiqKk02mfzwer5oV/WWJRFHt6enRdZ/M9brc7\nGo22trYipaIo+ERf815N05xOp/XZIXa9u+WZ7B77zfF3jOwpiiKKIpZEIhFd15PJpCl7yWQyEAh0\ndXUBQEdHB047TGW5cOFCxQVBWRyfPypen1XGF+LxeDlKyUdpRSmnT58uUxBWNU88fVjbs/fm+DuJ\nBIiiiNV6vd54PK7ruiiKADA9Pf3Vr351eHiYbSXfHFpRFKfTiUIFAgFN0xRFURTF6/XiNBEnlJqm\nCYKA2oxGo+l0GpNemM3CewEgnU4ripLL5QKBwPT0dC6X8/l8GEZxJkqVNLCxQO/Y/Y4yO76cSKTG\nx3kbcLvdlItF58VEEeqX8rIs2BIibm1tdTgcbFXA2AnVgwSCIFDqAsGZDUsmiiJVi0Gj/D4BAHfL\nM7ptnzb+BsBHQsTHP/5xcvb6e9VrfBz2/P7nbO9nlPGFROJNJo3xIThjiEajbIhwu92sIqLRKCbm\ncbaJ5oT10EUymWQNxmIkSSQSqHf8CRngzIC1vXQ6bWrDKysrv/d7v0f812tQQj3uO1iDhxbjUAOv\nnU4nZjgQoVBocHCQyHw+nynx6Ogo+whEytbWVgox6XRaFEUr96bTaV3Xe3p6enp60EzLlCWZTIqi\nGAqFQqFQa2srsmHKHgCwoS2dTueT5caNG+svCP1kUSmmlFaUUllBWOi6nkgkEolEKBRyOBzYLg6M\nvF4vMkPECQZsJbhaMTw8jEOx3t5et9ut6/r09DQAxOPx733vezh3VBQlEongLaIout1uTdOGh4fd\nbrfD4RgYGEin08PDw06nEwA6OjqcTqfb7R4YGACAaDTKVdLA5oGpDSiKEgqFcD0Lc1SkX7fbPTw8\nbKyHDAwfV8PDw3j+I1eVsR604ZaWllwuNzw8TA8/zmw4MjI/QRCqmiJCx3c6nYlEIh6PRyKRe20p\nymgMbIiYnZ3lFEEhgi4K1289kiSTyYGBASw5efKkrutGMyDby2azpjacy+UWFxeJ/8ahxSVjA87a\ni0ajaFWl3U5D71Ao1NXVhYkTKzd6vd7e3l5caENLLY0BQjQaHRwc1HX95MmTly5dyscerC4AaZrG\nWSpHbNGOKy4IFKMUU8rSlFIpQTAdiNe5XA4zUrhzCwB8Ph+bVGfXFtmJoCiKU1NT8Xg8kUi8+OKL\nTqfzq1/9amtr68DAQFdXVyKR+OQnPzk3NyeK4vnz5/EWCo6hUAjjFybnr1692tra6vP5cDCKbGD4\nw5Oz2Eoa2DwwtQGHw3H+/HnMIpOHer1eVKvp8jRrYwBAqVkA4Kri6kkmk11dXZgkZsfZnNmglxFZ\nNBrt6urCepLJJLsNsYJgHd/hcGCKpf72SBWG0RjYEHH37l2jImj8ZGUghZ1sJZJg01iCSSxN07jW\nYdX2dF032jD+pGka8Y/3NlACNmYgRU8RRVEsPj5ZylAopCgKWobFRmkBy+Fw+Hy+dDpd/vgjEAig\n5SUSie985zv52HO73ZcuXYpGozihLCCLcdPS+ggCxSglH2WxSqmgIOwSYSgUwucKhiQcz6XTaSLI\nt5iIcYfyagMDA/F4HP/FxcpYLBaNRiORiKIoXV1d3MoLrD4+vV5vgaNGkbEClTSwgTC1AUwXcZOH\nwlMO1sYSiQRmFIDJN9DtXD2KotC2Kny20TVrNhwZJmLx3+qliMjxx8fHvV4v9tLAwECVxm2bE0YN\nYodjiMDVW7a8NFiJJEbG2EbpAm3PyDb9xPJP6wwNFIsqLu3hyghe07snmqaJokhqprSBKTELosSN\nKaOjo1TJmvfiXZQjYVedSpaFLdE07cc//nE+9uLx+PT0NC4T4L35ZNkQQaAYpeSjLEEpZQqSD7iw\nGI/HW1paRleBmwkK34iv+NG/xI/P5xseHm5tbcWFjPPnzw8ODnL5NkEQcMMcTv4KtFKgkgY2HKY2\ngOPpwcHBztWXNUrGmlXhMjEA6Lru9/upnDMbjkwQBMqBseO2CoJzfMKaB+vWGUw1SCGifEVYjySw\nmqeE1fF3gdYLGx7xXyy3DRCqmJHy+XzT09OYqKAtbNPT01x6E6OVKTEHpNQ0LR6PHzx4EAtHR0et\n3Ov1enHypGkarliXKYvP54tEIrhBAUf6+dhraWnB9/ynp6eJvXzEuq6vsyBQjFLyUZaglDIFYaEo\nCi6eKooSCAQCgcDw8DA7dMPVPSxhN5Hg6BavccN4R0cHfuhBFEWcn7W2toZCofPnz+PumdbWVlaP\ntNkc3wnA09AeeuihfEeNOp1OYyUNbBKY2gBuBsLdTlZG5AXgdrvZqq5evcoR4DsZmqYlEgnWPDiz\n8fl8LJnP5yPzY5MiFQTr+J2dnT09PYqioLXXdzqKYgsA4C5vzhi8Xi+FCNycVI4irEcS5A0fQIIg\n4Nyeax3344LB8DgbJv6L5bYBQrUOLb5/V/PtR58YH/8w2ZDPpNBc6N8CxBylEYUbQuA43Yp948B9\n15vJxe07l1xP4Z5/YxO4VIcTxDWbpsxqYeLKCoKy7Lz2j9sW5m8/0QIAm0opRQmCWFXNzOL2HaSa\nSgFjDcsS7iHAPXDGX8kAuOuimmhgA4HesfXO7fkDXgAYHze3AcrIQnmrNlaqMnUKI1ccWQmulA8U\n/ZZ3Ni089lumLoYDzXLmP5sTnZ2wXf3hjqUFipYcjBpkQwRUQhFWIgnuAwkEArqus5T5Wi9geBz/\ndQk06aY3EjV2aPGBA148tLiyz7n1AXb6+PiHXzZv+8Q7UJuCwKos8bkPv2xOotUoiH/8snm1VYPZ\nCNrC2UCdgbxj9zvK7JXlWveOioCNfvrD+3zNb8A90yco+9R7H37Z3Io9bFSIwIFUOZ97RdwLIY70\nuO/gtto7tPh922/+QXby27ajlap/3UBs//o7b93ZtkN/+LEaFQRWZdmjvb1j8c7PPrUfGOlqEb9S\nzbtv3dladdUsLS2trKzs3LmzSvU3sLEg79i+OP/zTz0BNe4dFQEb/RZ33HfT8ei90ycoqXj92n3L\nixaj5UaFiIoeWlznIY6U+NA7b9bYocVb79ze/Y6yFW7vfkdZ+4ZNBmJ7C9zdubxQu4LAqizbYWUL\nAIpQu7JAfammgQ0HecfWuvCOioB1se2L8/eUi6GkO+slWjaAICXW3qHF+/cf+tHY3//yRNMPx2rv\ntQ5i++CzezIP2rLfVGpUEFiV5dMdhx64fu2Hr90ERrpaBDHvkT6m7dlb06ppYMNB3tH87tUfvp6D\nGveOioCNfh88/Ng/XZq5d/oEJbX9kdv+frYOomUDCFLiU4eFKh1aXOHPHzzNDPZOnGiqbOXrCZb5\nmhYE6ksWqDtxGthYNMzJiHu5T+5l2esYH1Vl5Q8trtZbe7t27f7lI/u/9rWfqaoKAB6PBwBSqVQq\nlSJij8eD5bIsS5KUy+VYYkIqlaKSfJRW7p2cnKQPb3R3dxcWBPt991uphe07Fvd9Zmxs3kqjpuwV\nJXXFBUFZmt5+Y9ud+Vv7PQBQslKKVZ+pLOUIQuIAwG4ltbBtx+K+z3z5yz+ZmqLz2qGtrc1ms1ms\nKpvNlnyvEbFY7NChQ1RDNpudmZlhvwZkLMG7sFc9Hg/3k7FyfOOGsw1TWBSNml6zwgINGYUqtoap\nqalyOj+bzWqaVpoU6B1b79z+5f5DAPDFL/5IlmVVVV0uV2kshcNh9l/rhl0COJOrFCj6Ld/XNP/o\ngbGxec5V84WpOsCJE007Zn+0c2kRo+XY2LzRQ8uxNytgTYjCbAPlAE36/rdmqvTWXoUzUpcvw+XL\ncBGefvWRPx0bm+/r60ulUrFYjAsuAJBKpehjbuiTpsSTk5Psw1tV1Vwud/z4cXyoHz9+HMut3Ms+\nV9bE2Nj82Nj8a1uf+caez42NzRubyGazyAbbaAFBTKU2ylJxQVCWv9n7hde2PoNCla8UK4KY3lum\nICTO2Nj8/952GFWjaRoOzjwejyiKp06dsl5VOfcaIcsye8iPpmmyLHPNcSXBYFBVVb/f7/f7Y7FY\nLBYrXDk3li0Ai6JZr7BAQ5xQxWJqaioWi5VmDMRDyVKgd8jw2bGx+a997WdDQ0Mul+tLX/qS3W4v\nzR4mJiY8DErjyiI4k6sUKPr9zd4vYPTjtFMghtQ6xsbmv7HncxQtTT20HHuzAjIhu90+NDSUzWar\n15YV9PX1bSwD5QO1KcNnAZ6uxi6pKn6QU5Zll8uFE7IXXnihvb2dIouqqplMBk8ORzIjsSAIfX19\nuVyOzfe4XK5XXnlFkiSkRH/O5XJr3pvNZu12e8mzQyN7OIc+evQoABw/fjybzV69etVUkAJSc7Jc\nvHhx/QUpSikWBTFVytDQUAUFYSEIAlbr8XheffVVPCCWhgiYV2Dn7pOTk6g403vn5uY0TZudnZUk\nyWazqaqKAwXKT3A1YwLDbrcXy7aqqqqqvvTSS/hvf3+/cURiWjk+vbB1jpliu4VlBnXKyYuT79nZ\n2eXlZZ/PZ+xAU1AraMMAEIvFMpmMKIrGG2VZPnv2bDAYRGOgFnVdR+PE2lwuVy6Xw5SAUSkkBVde\noF0jsKvRsP1+fyaTwdQU12lGDrl6uJJ8Xbp///6lpSWuHittcVZh7O3KgnNV01hd8UY3A9b00MJ2\nziauYrGY3+8nbUqSpOu6qQ0jyIQymYwsy0ePHrViRW1tbbIs67ouSZLL5QIL5pSvWiJAiZD/KvZ1\njaOKR8SoqkoOZrfbMcOBCIfD/f39RIbh20g8MjLCPmiRUpKktrY2LMlkMoIgWLlX07RcLtfX19fX\n11fCBNq0iebmZrb+AoLkk5qT5b333tsQQfKxl494TUFMlVJZQVjkcjmMF+Fw2G63Y+vhcNjj8bhc\nLswrzM3NYSvcJN54r6ZpwWBQ1/Xm5uZsNhsMBl0ul91uP3PmDMrL1izLMk4f5+bmip2kXrlyhX3i\n0sOJYFp5LBZDfk6dOvWDH/yAE7PYbkFQuVFe6o3FxUXTDjSCKhFFEeeyuDji8XiuXr06OTnJEuOA\nwOPxIHvUos1mc7lcwWAwm80ib8gkWz8xybVL5QXaNYXL5VJVNRgMyrKcy+W6u7uxhOs0jkNjPalV\nZLPZAl2q6zpXj5W2OKv413/9V663Kw7OVQvEkDpDYQ9d087ZxBX6Dql+bm7O1IY5ZLNZWZYPHjxo\nxYoA4NixY2gqQ0NDYMGc8lXL2pvL5RIEAYdlDeTDBhxajE+CkicxlBUIh8Pt7e2YOLFyo8fj6e7u\nzmazx44de/zxx8vcWCBJEjpPJpPJZDJr0ptKzclipR6otCAF2LNOWZpSKiUIjhjoOpfL2e32c+fO\nYboIe1WSpDNnzhw9ejSVSmHKId+9wETMiYkJFBblxbwIW7Msy5TVe/XVV4tie82ztEwr9/v9yH8m\nk7l27RonZrHdgvVgNlQQBKO81BvZbNa0A42Ymppqb29HmpmZmVQqNTc3BwCCIJw9e9YoI1I+99xz\nmOoAAI/Hg4W45Of3+7ETJiYmsH4jk6blBdo1hSAIL7/8sizLNPo8e/asaaexHBrrYYfUaDOmXYoP\nXbYeK21xVvEP//APXG9XYz2RddXnnnuOnUPWMQp76Jp2bjqzQtWHw2HOKjit0ZgYw6mRHhgrklaB\n01oAwIHUmuZk6kqcvTUGUlawMQOpc+fO4bX1NRGWMhwOq6qKJmKxUcqK22w2SZI0TStz/OFyuS5e\nvDg1NYVz5evXrxcWJJ/UrCxWNhxUXJDC7FmnLFYpFRSEXXcIh8OvvPLKwYMHcaZFAz6sXFXVVCpF\n6TTTe/ft28eJT/HF4XBkMhm2ZlwvQ7Ji5wbG2XxfX9/IyAj9u2bl165d+853vpNvBGylWwAgk8n4\n/f4LFy7QaIOVV9M07I18HZhPNPbi6NGjsVhsYmJCVdX29nZ2jQDH5TjszmQyyDDHnunIgGPStBwX\nJkzbNQXeS2RDQ0M4tjN2WmFds3kLrNO0S431cNZlSmO0Cq63Kw7OVefm5u6RgdSaHlrYzll10I5S\ntpC1Cq5pthVTetaK8sGKORmrrdeF2qqiikt7uKcBrykaZrNZQRDokUnzUVNiFkSJS7YjIyNUyZr3\n4l2UI2FT0yXLIsuyLMuY/MdVuQKC5JOak2VDBCnAnpHYoiBWZClTkHzIZDLNzc2yLPv9/v7+/vb2\ndvrpueeeCwaDBbIpeC9bIoqiIAjd3d34phIAcDW7XK7Z2VlgXlG0DkmSUqkU3TU5Ocl1gmnl7B7/\nLVu2GMUsIJppt2CyAdNXRnlZrNmBCFEUaS6eSqUcDsfk5CRmd7hdJrIsezyekVXgFi6utscffxwL\nacttPiaN5fnaLdBLbIYJ1WHaadZRuEs5WGmLs4pdu3ZxvV0Ck4XBuepjjz22ZpiqDxT2UOt2bgwO\nRVlFCfSINc2ptGobMKLCGakPP38Al3f9ZPcv//v+T3xCxkQFKZKy9wQ0TUmSZJkn5oCUuJ5y+PBh\nLBwZGbFy76FDh86cOZNKpTKZjMvlWjNR+eELwCvfW7i5Y/FE09gY34TH4+nr68MNg7gqV0CQfFIb\nZcnlcpUVBGVpuvH1bSvzt040Afz7cpRiXZA1lVKCICQOAOxefh1V82d/BqqqYiac3q/BfSS46oqP\nZ8xXX7hwgdJpCOO97LP8yJEjfX19wWAwk8nY7XbcOsDW/Mgjj/zVX/0V7pAzjgWpcuxMnOCyJf39\n/fiaGBJzK1BtbW2nTp3iKsdZJvKDq12cmAVEyKU0RQAA2gNJREFUM3YLEXd3dw8NDf3FX/zFmTNn\nWHnZZI9pBxrFZDsNN+zbbDYcgaGz0I0cw7i6xw3Ujhw5MjQ0FA6HaW3CqBRk0lier10W6B1b4fYv\nTzQB/MmnP60eP34cd7gLgoBPxHydZgX5uDUFZ12mbXFW8Tu/8zv/9b/+V7a3i2LPFBT9lm80zZ9o\n+vKXP+Kq+OJI4TBVuzhxomnHzW/tXFm8daIJoKmAh65p5w6Hg7a+cdkjo1UU5qooKyKsaU4Wq62D\nzeYffv4Avl+l+qt1aPH+/Yfw0OIvfvFHoijmM5RsNsu9dJOPmKM0osC9BJw3rGm12OljY/P4ZXP/\nx3+C/xqboA0Q1gVZU5YKCkKyfPfWkw9cv3bltZv47+ZRinVBWHHGxubxy+akGlPe8JUZzGTgCyln\nzpyhd3CsA2eTNNQz1kxmUGzNCHxm5xtKGitn+TEyU7gtK/ScvOy91juQ0yy2W5SuqR68cLlcx48f\nf/nllwszaaqsfO2Sd+CXzfHfL3/5J9wtxXayEfm4NcJiW5xVFOtHBcBGvw8efuz53T/Gf7kmrISp\nmgPKHvvpI/b3sxQtUfZ8HlrYzjEXlS84WLeK0uihPH8vp91NBdLjU4eFGju0GI+IOXGiyfQht8lB\nbNMRMTUqCKzKgkfEXHntJjDS1SKIeToixqI4mFegzaENFIuN6kAcvXk8HlxFquy0mLyDjoipae+o\nCNjoh0fE3Dt9gpLiETF1EC0bQJASVwdSlT+0uCoDqbktW3YB3IatEnxfhs9Wqv51A7G9G1ZWalkQ\nWJVlF6xsBbgFW4GRrhZRT6ppYMNRZ95REdzLLtawh7oEa9JJgKerMJCq1qHF/+a+Xbdsv7mS3XXL\n5q5GE1UFsX3/O28tbNtx6+HHalQQWJVlh/b2jsU7tz7lBka6WsSvVPPuWwtba1s1DWw4yDu2L87X\ngXdUBGz0W9px3y3Ho/dOn6Ck265fu295sWEPdQNS4q533qz8R80BoBqbzXGgt/DYb/ngMjwG2vgb\nlW1iHbDQCT54Y3wcxJad2Qdtbc1v1KggsCpL3HFAvD6rfeONzk6oXVmAUc2ep5uye/bWtGoa2HCQ\nd+x+R6kD76gI2OinOx713UsuhrJPPfgp2/uZhj3UDcikdx/cBrBSS4cW37+r+fajT4RCuqIoAOD1\negEgkUgkk0kibmlpwfJ4PO7z+XT9I8SERCJBJfkordwbiUToDc/e3t7CgnR2AgDsejO5uH3nkuup\n8XGTJowl+dgzbdqUuOKCoCw7r/3jtoX520+0AEDJSilWfaaylCMIiQMAu96cWdy+Y8n11Fe+okWj\nUfo1EAhYfwNc00q/14hoNOr1eqkGTdMSiUQgEGCb40rwrkQiAQBer5f7yVh5Op0Gg22YAkXr7OwU\nRTFf0xYRCoXYf61rypSrdDptyr9FXVBflcwDB/SOrXduzx/wAsDp00o8HlcUxe12l2APBQRUlLJq\nXk9Q9Fve2bTw2G+Nj39YTs5rJUzVKDo7Ybv6wx1LCxgtx8dNPLSAlisC1uMozDZQDtCkm95I1Nih\nxfKjx8bHoaenJ5lMRqNRLhYDQCKRoIco+qQpcSQSYR/eiqLout7R0ZFMJpPJZEdHB5ZbuZcN02ti\nfBzGxwEPLcY4wjWhaRqywTaajz3Tpk2JKy4IyvJt29HXtj6DQpWvFCOlRaWUKQiJMz4Or28/jKpJ\np9OJRKKlpaWlpUUQhJMnT1qvqpx7jYjH4zjQocrj8TjXHFcyPDysKEogEAgEAtFotECHYOXYw1aY\nSafTkUhkfPUZaGzaOiKRSAuD0iohNvLxb1EX1nvAItA7ZPjs+DiEQvrAwIDb7R4cHHQ4HEXZQ09P\nD+QXUNdLr3n9QdHv27ajNIoi5zV1djB4d41ifBzw0GLsBFMPLWDGFQF5nMPhOH36dDXOpS4KaNs1\nDdRmTR5aHI/H3W43zl/9fn9nZ6fX68XBtaIo6XTa5/MRmZFYFMWenh5d19l8j9vtjkajra2tSKko\nCj7R17xX0zSn01nyZNrIXjQaDQQCXV1dANDR0REIBHCuaWTP6XQamzaV5cKFC+svSFFKyUdpRSmn\nT5+uoCAsRFHEar1ebzwe13VdFEXKn+Hsn00XRSIRVJzpvblcLp1OK4rS2trqcDgwkQBMjoSrGdMM\nJSQYFEVRFOXSpUvEiXGsY1o5DkyxdY4Zlsztdk9PT/t8Prf7I5s8WImmp6exKyKRCMrL5dUQ7JwY\np+PYP7qus51DP+VyOZpJI4eCIFA+DDORxqm2FT2yUmia5vP5OAURDysrK7/3e79n1HhhjTidTjTs\nQCCgaRo6NfGALskmJDAORKPRdDodjUapOU7ANWsu0IGbAWwUMjq71+vlwlR9YE0P5QwDAKLRKH4c\nvKury2gnBXyHa5qNk+ik+ez8ySefXFpaQptBj87lcuT1axpYvmqJgGy7tHz2PYIqftlcURS0LQBw\nOp2Y4UCEQqHBwUEiw2hoJB4dHWUftEjZ2tpKGk2n06IoWrk3nU7rut7T09PT01PC1Ny0CSrB+vOx\nZ9q0KfGNGzc2RBCERaWYUlpRSmUFYaHreiKRSCQSoVDI4XBg66FQqKWlxe124+xf1/Xp6WkAiMfj\n7AzPeG86nR4eHsaDODRNGx4edrvdDodjYGAA5WVrjsfjOH3Eeopim1sHoXEnwbTyaDSK/Jw8eTKV\nSnFishBFcXBwcHh4mC3kJMIHoa7roVAIZ9uRSMT4zZvEKjDOYv/Mzc1xnYM/OZ1Ot9uN7WLHtrS0\n5HI5LJmenmYJitUjgsqNCiL2FhcXTTVeAG63W1GU4eFhHMb19va63W5qQhAEY9oJTdftdouiiI8u\nUwFNazZKZ+zATQLWeY3ODoYwVR8o7KFGw8BFwJaWFkVRIpGI0U4K+I4pcBTl9XoL2Dl6ltPpBICO\njg40HtNgBQYDy1cta4GsbTeQDxtw1h4+CdhRSFGgrEAoFOrq6sLEiZUbvV5vb28vLsmh6ZTGAMLn\n86HzaJrGhmkje+iNpk1zxBbDfWUFQVhXiillaUqplCC6rlPAyuVyuq47HI7z589jugh7tbW1dWBg\noKurK5FIYGIg373ARMzx8XEMlDi2SCQSbrebrRkni5jVK3Y4uOaZDKaVBwIB5F/TtNnZWU5MDl6v\nN5lMRiIRioOoPpLo4x//eDKZxLks5nhEUTSaAbeQgf0TCoW4zsEWkT0cliWTSRIhEokYCVhY0SMA\npNPpnp6eS5cuiaJoVBCxp2maqcYLQBTFqampeDyeSCRefPFFp9P51a9+NRqNdnV1YQ3JZNJ0uEwP\nG3R2o4CmNZtKV6B/NgmMzr7RHFULhT3UaBgYPURRPH/+PKxaI4d8vsMl82g1DXvY1NewqkQi0dra\n6vP5cOqL/OCoaE0D46KBqQs3BlJWsDEDKbQzALC+JsJShkIhRVHQRCw2SgtYDofD5/Ol0+kyxx9u\nt/vSpUvRaBTnH9evX8/HnrFpfEIYiY2bltZBEIR1peSjLFYpFRSEXSLEzIrX68WZFo0JsHJMwFA6\nzfRet9uN0zsCPt29Xq/T6aQ5HNbMniBb7NwA1w3Zkp6entHRUfp3zcpVVf32t79deATc2dnZ0dHB\nLWyRRL/7u7+LR774fL7h4eF8m4XZiTiuVhurcjqdlJ8gKIpC26pwTFOAVSt6BABN0wKBwIsvvkh2\nyPGA7OXTeAHgg4TSLQMDAzh+5WY+LPDZycJUQNOacdLPSVfyDHM9UUIErkWs6aGcYXR1dUWj0Ugk\noihKV1cX2zlkJ/l8h2uabcWUnuy8ALhghcg3Tcrnwg1YQRWX9txuN1kPLRXjlJcsDF/4ykfMgihx\nyXZ0dJQqWfNevItdVivWVoxNxOPx6elpTNGn0+lsNpuPPWPT+WTZEEGgGKXkoyxBKWUKkg8YCOLx\neCAQGBwc7MS3NQBgdazQ2tpa+F62RBAEURR7e3t7e3tRHK5mXKAB5j0m6/D5fIlEgu4yrqmZVk69\niiVGMTmIovjnf/7nNEbnJMJDmnH8hEkji8kbY1WmNLg0hmwX9VHyAnrERGYul0skEoV5WFPjHLg3\nB9EYBEGgPBk3iLSudNOaTaXb/DA6e72isIcaDSMSiWASaHBwkM1PG+3Eiu+UQ49Y08BKq7YBI6p1\naPH9bzff/m9P7N07jXMXmhBPT09zSUKMKT6fb3qaJ+ZAL3LH4/GDBw9i4ejoqJV7vV7vwMAAbvJw\nu91rJio/fAF45XuLN3cudcL4ON9ES0sLbinF9RccYZiyZ2w6Ho/nI8bdKhUUBGXZmZ3ctjJ/uxMA\nfOUoJR9lCUopQRASBwB2Lb2+eHPHUif09ICiKJgJp/drcHcRbujBDcter7e1tTUUClEaA2G8l03I\nBwIB3EWL52c5HA63283W/Ju/+ZtjY2O4d9i4tYgqx87ECS5bMjg4iC9zITHHWyAQOHnyJFc5zjKR\nHxz6cGIaewx1gesURolwwykA4MqUdUUYq2JfWlxVVie+dpRIJNbc7m1Fj0Tc29s7MDBw4cKFgYGB\nfDyYatzAIezMTm6F2/OdABDYt0/p6OjAj33gJjPcyYdN4H58AMDtI2xGlt1sbtpXisLXXEC6jQVF\nv+Vs00In0It7CNMQt+48VgudnbD95rd2rCzc7gQAsYCHsvaPhuF0OnHgjg8F/BfMcvxG3ynMlRVf\nM4ILVkYDs1htHWw2//DzBzV3aPGBA148tPj0aYXNYXBA/dG/mJkwJeYojShwLwHnDWtaLXb6+Di4\nW3ZmH7S3feId/NfYBD548EUe600XJq6gICRLfO6AeH1WSS7gv5tHKdYFQZBqnni6Sduzl1Rjyhtl\n0QAAX0gZGBigd3Csg8YZ+WomMyi2ZgQ+WfONYIyVs/wYmSlBonJgpapitczCioD5eFhT4+Qdu99R\nZq8s479f+YqG6yacp7MlmGNg9WKlH1AWtp7S1FdVsNFPf3ifr/kNyONi9QeUfeq9T9nez1C0HB8v\n5KGcYXAqNtoJi2LdsAS3Lcd9yml3U4H0uO/gtho7tPjAAa86frnTMJupCRDbOJC6+bfv1KggsCqL\n4/MfDqSAka4WQczjQMq6anD2T5tDG6h7WNE4eQcOpKDGvaMiYKOf/vA+/MD3PdInKOme3/9wIAUN\ne6gLkBJXB1K1c2jx/Vu23Nm6/dmV77229ZlK1b9uILZ3LS+uwJY722pVEFiV5b7lpa1w9/a2HcBI\nV4soWTV37wLA3S1btlSdxQY2B6xonLxjC9ydr33vqAjqKfoVizqLlg0gSIlNy4s1dmjxZ7btyOzZ\nu3BzR2aPrRpNVBXE9iM/vz6/dVv2Y7YaFQRWZbH/Invf8lLmYzZgpKtF1JNqGthwkHfsXF6sA++o\nCFgXu7Nte+ZecjGU1PZ+pmlluWEPdQNS4qd+/i81dmjx4r7P+OEyfByyY8W9yrQZsHiiyQ8/GRub\ntz+7J/ugzf/xn9SoILAqy3d3P/nA9WvZbyonTjTVrizAqMYhfSy7Z29Nq6aBDQd5R/O7V+vAOyoC\nNvp94HzMv/vH906foOwxeMT+frZhD3UDMulPHBZq7NDiXbt2//KR/V/72s9UVQUAj8cDAKlUKpVK\nEbHH48FyWZYlScrlciwxABhLrFMiUqkUlUxOTtIbnt3d3YUFOXGiCQB2v5Va2L5jcd9nxsbmTZtA\ncTj2jE2b3msqS8UFQVma3n5j2535W/s9AFCyUspXX5mCkDgAsFtJLWzbsbjvM1/+8k9mZmbo1fps\nNsv+WxjZbFbTNK6rrSAcDtM19UNhcKZiEbFY7NChQzabjSuk2or6pkADRqB3bL1z+5f7DwHAb//2\nX9BP+TRr0Wyy2ezU1FRbWxuqr2RjW39Q9Fu+r2n+0QNjY/PwUQMuzXNrAidONO2Y/dHOpcVb+z2L\niwuf+9y3ynSxycnJ5uZmv99PF/RTCWGkgdKAJn3/WzM1dmjxq4/86djYfF9fXyqVisVirMUgUqkU\nfTcWH7cccS6XO378OD68jx8/TpSm5aYNTU5Osg/+qakp64KMjc2Pjc3jocUYR4xNDA0NIRt9fX2s\nIFzTpgznk6XigqAsf7P3C69tfQaFKkcp+SgtKqVMQUicsbH5/73tMKpG0zRZlulX7t/C0DSN5YcD\nqpWUy2JiYgIDn91uHxoaymaza7bFDUMtQpZl7pPlwWBQVVW/3+/3+2OxWCwWK7bOBligd8jwWbQr\nK5otbDaEqampWCxGRk53mVrUpgJFv7/Z+wWMflysK81zawJjY/N4aPHY2HxPT9J6MMmHV1991eVy\nsReEEsJIVbH5LbNkoEnX5KHFsiy7XC6cr7zwwgvt7e006FZVNZPJYPIGyYzEr7zyiiRJWIKP5Fwu\n53K58pWz9wqC0NfXl8vlaIyfzWbtdnvJkycje6qqCoKAJZOTk7lcLpVKoZ9wTRsZ9ng8WCH308WL\nF9dfkKKUko/SilKGhoYqKMiaUFUVgyCmBCYnJ48ePQoAk5OTkiTZbLZYLNbU1JSPPhaLZTKZ//Jf\n/ksmk4nFYsZZKQmSyWRkWT569CgNlbAG/FcUxSNHjrCfmKLe4+gxYzE7OytJ0tWrV1VVtdvtRqFU\nVX3ppZfw3/7+fuSZqkKboap0XW9ra5NlWdd1SZJcLlcqlRIE4cqVK/gTJkvycaLrusfjyWQylBWj\nbqxjrKlZouS6natHluWzZ88Gg0HWyNGu0KIK3755gDZDse7atWtV9dxNDs4Y2Jzx5OTkvn37WJ3G\nYjFMzONsU1VVbixlNDYuEJEz7t+/f2lpydSpjVxxLkxxm2qG1TOmiIC1zHXszjpBFb9sjkMNvLbb\n7ZStAYBwONzf309kkiQZiSVJQn0DQCaTEQQBC03LjQ2NjIywrq5pWi6X6+vr6+vrK2GSYWwCg0s4\nHA6Hw5IkEXvGpo0Mk9TcT++99976C0I/WVFKPkorSqmsICxwFIuYnZ0FgGw2GwwGXS6X3W4/c+YM\nAFy9ehWHdxcuXMD59MTEBA2kjPQul0sQhJaWFkEQuNjHIpvNyrJ88OBBVVXD4bDH43G5XKdOnUql\nUvivruvBYJDoiYyjxw4JBoO6rv/gBz/Aqerc3ByX+bhy5Qqb/8ehKjEviiLOKbEqDO7Hjh2z2Wwu\nl2toaAgAUqnU0NAQlpw6dQqDuyknSBMMBufm5lBBxvRYHSOfZlkCrttZ4DjY4/GgL1A52pXL5Sp8\n+6YCF+s++OCDSnluzcFoDKx3XLt2jdMpqZsuTKslYzMGIgoLGElMnXpNFwZDiDMSFOawgcLYgLP2\nYrEY6qwwGc2Vw+Fwe3s7JkgKlK8Jj8eDT51jx449/vjj3L6T0gTp7+/P5XKnTp2iJIEVQfL9lMlk\nNkQQsKyUfJSlKaVSguBAiq4BYGpqCplEPjELiAMpv9+vqmo2mxUE4f7778e7TOkFQfjd3/3d//W/\n/hc+9nAMQeMYevihvLlc7ty5czabTZblTCaTSqUo2zc5OYmUmUwG846CINjtdpYeCXBgNDQ0RPe+\n+uqrrKSmxzhMTU21t7fjIH5mZga7QloFje8x5tJPsDpDlSTJyInH40GaWCwmSdKZM2cwMUNbAOsY\nhTVLZMZuN+6ABIDnnnsOs7ZYTo8r9JR8t282sLHuP/7H/1iNEFQTMLot6x1379416pRGJ6bDFM7Y\nwuEwF4hgNSyg95k6tWkwYV0YDCFudnaWI2gMpMrBxgyk8JxUWJ235aMMh8OqqqKJsJRsucVGKb1p\ns9kkSdI0rXzn9/v9aIipVCoej1sUBD4qNfuTcdPS+ggCxSglH2WxSqmgIOxCQyqVmpiYoGtsyOFw\nuFwujFmSJAWDwZmZGeNzi6XnfqINLnTXyMgIS5DJZHDCRxlHoqS1sEwm4/f7L1y4cPbsWY6eBIGP\nnlXMDVi5JCIA9PX14SyTrcE6MpmMKSfsNRltKpWiTGQdo7BmWRTodpxv4HQik8mYLoSVrLX1Bxvr\n7r//fhSnsiGoJmA0BtY7JEkqVqecsSHYQKRp2ppVrenCxpofeuihxuF6FUQVl/ZwMofXmUwGnyuY\nCSDHo3mbkRiXbEdGRpCYKLnyfA1xiMVilCNhV51KloUrURQl32TdyHA+WTZEEChGKfkoS1BKmYIU\nhiiKuKuju7sb2WBTTR6PZ2JigtWXkZ4DTsEL7AuRZdnv9/f397e3twOAy+XCqWEul3vhhRfYSjB/\nxtGzcLlcuEBJrz0ScGcV+04DHjtKCblUKrXmMSPsWwK4XS8fJ4TnnnsuGAzeC+koI/L1T4Ful2XZ\n4/GMrEIQBOPm9GK1toHgfPn//J//Uz3P3eQwNQbyjvJ1umYgss5VRWpuwCKqmJGSJEmWZUxUkILZ\nLDcC/dBIjJvvDh8+jGTPP/88UnLlIyMjpg1xOHTo0JkzZ1KpVCaTwRXrMmWRJGliYiIYDGKFlDI1\nwsgwSW38KZfLrbMgUIxS8lGWoJQyBSmMI0eO9PX1oXbsdjsO73BnEgDgnmv8W4Aet15a3IDpcrkm\nJiYwwSMIwv79+7/5zW/SGh9LiYt3nZ2d0WiU6NkHbVtb26lTpzRNMz6lBEHo7+8fGhrC7lJV9ezZ\ns3a7nZjHffSFdzKpqorEgiB4PJ5cLsdybvo+miRJFy5coEzkPQVOs6Y2g91Ot3DrdLi6R8NQtKgC\nt282cLHuyJEj1fPczQZVVWn1DXd2c8aAC2ToHc3NzWXq1BiIrOxKzGeiBWp+8MEH//mf/5mjaWw2\nLxnV/Y7U2Ni8qqqiKOYzqWw2y/5UgJijNKJwQwicJVixb+N3pEyboAfzmuxZl6WygoDhO1KbSilF\nCYLgviOFqsnXOgBYD/QcPbdHeM3b6UNB+BozvrhXQDojPfsrDvXyjc5x/y/LlcWexOXjtrY2Xdfp\n9sKcIMGZM2cKbASsXXDfkTI1pwL9U4IBs2ZWwu3rANPvSHHesTk5Lx/sd6TAzB6MxsB5R/k9U2zg\nMuWqhJpLaLdWUO3vSFX4rD0AuHwZElu27N9/6Gm4DHkC0yYHdvrY2PzBZ/dk8MvmtSkIrMry3VtP\nPnD92pXXbpJoG81XiSD+PdLHNPyyeS2Ls/7AgVRR767LsjwxMUG7aOsJ5B3N71794eu5WveOioCN\nfh88/Njzu38M90yfoOyxnz5ifz9rMVrWsXfUDUiPTx0WBFgBuOz1emvg0OLEli2f2b5T27P38ze/\n9Y09n6tU/esGYvvDA90etNeoILAqC56195OHHgZGulpEPalmQ7C8vAIA27YVsTlyeXnl7t2727dv\nqxpTGwbyjp3Li+889BtQ495REbAuhmft3Tt9gpLiWXsWo2Ude0fdgJT4qZ//C25mqo1Di58A2Lm8\n5PzgPfxbjSaqCmJ7K9xtWlmuXUFgVZYdK0tb4S6KULuyQH2ppoENB3nHFoA68I6KgHWx+1ZqOIyX\ngFV7WK6PaNkAgjFpuFyN75pXaSD1JsCBJw6p45dvd8Kb47WXEya23S07sw/ab/7tOzUqCKzK4vj8\nAfH6rHJ5HhjpahHE/BNPN2l79ta0ahrYcJB37H5Hma1976gI2OinP7xP+8Yb906foKR7fv9Ttvcz\ndRAtG0CQEvcd3PY0rFSjiQoPpGh1DwA6O2F5eTmRSAGA1+sFgEQikUwmibilpQXL4/G4z+fTdV1R\nFCIGAGOJdUpEIpGgkkgkQq999vb2FhaksxPGx391bdqEdfaQE67ElLjigiD/cea6HKWYsleUUsoR\nhERgVbOwsBAKjQUCAXrZGCUKBALpdJrrxvIRiUREUQwEAqa/RqNRUnQ+mspC07RqiHnvgPOO27dv\nh0IvKYridrtZo7KOUChE11hDzenIGP0Q5LzWI3DNobMT6BzBL3xh4datOYAHy6mQIoYxdLCmQoG3\ngWqANWmAiq7qAUBlvyOFQ6inn4ZjcFl6+yIAAHQmk8loNMpaDCKRSNBDFD2wp6eHJdZ1vaOjI5lM\nxuPxnp4eoqTyZDLZ0dGB5dy9iEgkwg4RotGoRUGwxzs74dmV733+5rewhGtC0zRkg23UVBAAGBgY\nQIZJkHyyVFYQkuUPspPPrnxvNSaWqBRTjeQTxFSWcgRhxenshMNLr6NqTp36QSQSmZ6eJppQKBSJ\nRIqt2SLi8bjb7QYAtgcQw8PDiqIEAoFAIBCNRkuQrigYGWigWJB3SPB9nGPMz7/gdrsHBwcdDsfJ\nkydLqDMSibS0tODhQidPnkQ/qiGw0e8PspNUQs5rdHbTYFiLQEk/f/NbGC0XFhaczv+nzDopYtAF\ngUzF4XCcPn16w89fqteQQiYtwfdxFFXZDVJQ8YzU6mbzpw886v1//6//kki4MdPg9/s7Ozu9Xi8O\nuhVFSafTPp8PVs0L/7LEiqK0trZiCb4QgTTRaJTKFUXBZz93ryiKPT09uq7TGF/TNKfTaT3tgV3v\nbnkmu8d+c/wdI3vRaDQQCHR1dQFAR0dHIBDAWaypIKIoYkkkEtF1XRRFU1kuXLhQcUFQFsfnj4rX\nZ5XxhXg8XrJSnnzySU4jRSnl9OnTZQrCquaJpw9re/beHH8nkQBkFXWhaZrD4eCeXpijEgQhEAjk\ncrl0Oo3WlU6n8dmAXQ0A0WhU0zRBELA2StchQTQaxZk39hXaADaBhZcuXcJ/UcXGGjA5Qa2Looh9\nhamLAsTsr4FAIJFIIANcto9uJzFzuVxjslsA6B2731Fmx5cTidT4uBNdIBAIaJqGTs32PGWYCvQt\nlni9XlEUI5HIn//5n9NPiqKgYbAad7vduq6jLXE2sF7d8BFQ9NNt+7TxNwCAjUJGZ8cEMBsMN/P3\nRQtjfBz2/P7nbO9nlPGFROJNJo3xIThjQB9EeSORiNvtzhcx8IIbS7HxcHp6uquri7MQMrYnn3xy\naWkJrS4QCExPT+dyOZ/PhxVaMVG2ZgDgCKLRKBfT6gmox30HPyt8uLRXya8+QVW/bI4DCLx2Op3s\nsy0UCg0ODhKZz+czEjudzkQiEY/HI5EImilStra2kqbxUWTa0OjoKPuQTqfTuq739PT09PSgMZUv\nCxvm0ChNBUkmk6IohkKhUCjU2tqKv5rKcuPGjQ0RBLGmUm7dusVpJJ8gpkqprCAsRFGkwdP09DRG\nDRokJRKJUCjU0tKSy+WGh4fT6fTw8HAul5ubmxseHna73YIg4FQMF+ZaWloURYlEIpqmcQRut1sU\nRbfbTRfEA7tkiZS9vb3GGqh1QRCSyeTAwIDT6XS73SdPnlRVtQCxoigoBRITAyQm1xbei5UPDw+X\n0733Dtxut6Iow8PD8Xhc1/Xe3l4sYXseVvVipW99Pl8ymTTqyOFwDAwMaJqGNWMTYFDi+khtBazz\nGp0dDMFw/TlcHxiNQdd1TIfH4/HZ2VnrEYMFjqK8Xi9nIcAEAQxfTqcTADo6OtD8kMaKiXI1GwkK\nc9hAYWzAWXvRaBR1VphMEAR8OrJpDADARzg+Hbu6ujAbYaVdr9eLz7aOjg60p3Kk8Pl86Cqapq2Z\nko1Go4ODg7qunzx58tKlSyQ7J4vF1G5lBSEO11TK7t27TTUCpSqlgoJ4vV7Koo2OjrKPt2Qy2dXV\nhYk3XPLDUQ6yiumHZDKZSCTw8ClRFM+fPw8ARgLMMWCs4YKO6akL0WiUq4FaR4LW1lb8FUNhYeLz\n5887HI54PK5pGkU9JDO2dfXqVa/Xi/9We5GxbiCK4tTUVDweTyQSL774otPp/OpXv+pwONieR0qL\nfSuKInuiGXoZnYLwl3/5l4FAgLVMo8FswlSi0dlhdVXISjCsaRiNobW1dWBgoKurK5FI3L1713rE\nQNBwGXsyFAqxFsIGgUQigeECp7jYCg6krJgoZ3vG+NAYSJWDjRlI4YMKABRFyff4HB8fpx27AwMD\n/+N//A+iDIVCiqKg6VhslBawHA6Hz+dLp9Nljj/cbvelS5ei0ShOKK9fv16gwkAggCabSCQwVWMq\ni5XtBRUXBGFFKX/3d3/HaiSRSOQTxEqLlRXE5/PRmgI3HFQUpaWlBa8x3uGsDlYfCXTR1dUVjUYj\nkYiiKLhOwREUgHE9saenhx0d0gW1zmFubq4AMU0oCwx2uds3amGodoHPLUq3DAwM4Ojc2PMW+1ZR\nFONICLNTXq/32rVrRruybnIbCM7ZuWC40dxVEUY3pNUSHOgUq77R0VFjIVmI0+lMp9P5IkYBriCP\niVLNjUOLK4sqLu3hwj9e00srmqaxT1984SsfMSGXy125coWGz+l0enR0lCopfC8iGo1SjoRddSpZ\nlng8Pj09jcn/dDqdzWbzCcKWoPgkNSfLhggClpXCHkKOCZh8gliRpUxBOIiiiNN6Y0Nutxtnabqu\ns8dI4eIaXuPoCpcsz58/Pzg4GI/HjQQFGPD5fDhKxn8jkQhO/grXQF2kKMqjjz5agDgejwcCgcHB\nwU72NSoGXFsPPfRQAW4bMIWmaWyGCW1yzZ7PB13XI5EIOggCT5ju7e3t7e3Vdf3Tn/40LfkRgXWT\n2ygYnZ0Lhpswi1YpmBqDz+cbHh5ubW0tX32chZTDVUVqbsAiqpiR8vl809PTOHfB+T0ATE9Pc8lD\njFZG4s7Ozp6eHkVRcPuwKIpIqWlaPB4/ePAg3j46OmraEAev14tJFFwWKTaBaWyipaUF397HHYI4\nFjGl9Pl8kUhkeHiYmo7H4/lk0XV9nQUBy0rB1UzSiNfrxe1fpoKsqZQyBclXIZ1LT8B97pqmJRIJ\nlpNAIIBbaDVNw6mk0+nEgIg6RXlZArZabmOmKIqDg4MDAwMoCM3XuRq47SO4Iwe3t/+n//SfChC7\n3W7ctkVb1JEB4ooT56GHHjIeStpAYeArIx0dHV6vFxOuOKTmen7NekgR+Aon3cLqyOFwdHV1nT59\nOhQKkaKNNllFaUuF0dm5YLih3FUYiqLQ6hvu7OaMwev1tra2hkKh8+fP49aoctTHWYgxYpjCyNWa\nNZvGhzrebF5tVOvQ4vt3Nd9+9InxceBWsjigUulfIzGGM0wqFLbLwg1RbU6n04p948h+15vJxe07\nl1xP4Z5/U/YwobqmIJirwKdsYVkqKwjKsvPaP25bmL/9RAsAlKkU0siagliRpShBSBwA2PXmzOL2\nHaSaNZGvIa4cgxFbku9GVqFchcZ96KY14EpuIBDQdZ3oC3QIfY6IEmxGBkroz3sc6B1b79yeP+AF\ngPFxExvger7M7iXLoQee2+3u6OiIxWL474YrkaLf8s6mhcd+y7qLWdn8usnR2Qnb1R/uWFqgaMnB\naAyapg0MDNAbu+WrL19sKQCLJlq45hLarRWgSTe9kaixQ4sPHPDiocUWnXBTATt9fPzDL5u3feId\nqE1BYFWW+NwB8fqsklwg0WoUxD9+2bymVYMDqRI+ANFApUDesfsdZfbK8jp7Bz6AvV4vPgI3SSaA\njX76w/t8zW9AzbpYsUDZp977lO39jMVoiQlL2mPewCYE6XHfwW01dmjxv7lv1/u23/yD7OS3bUcr\nVf+6gdj+9XfeurNth/7wYzUqCKzKskd7e8finZ99aj8w0tUifqWad9+6s7W2VbO0tAQA27dvwAsf\nDSDIO7Yvzv/8U0/AunvHysrKwsLC9u3bN48ZsNFvccd9Nx2P1q6LFQuUVLx+7b7lRYvRcmlpaWVl\nZefOnevFYwNFg5T40Dtv1tihxdvuzAv/MrttZV74l9lqNFFVENtb4e59y4u1KwisyoKHFqMItSsL\nsKq5W/OqaWDDQd6xBaAOvKMiYKPfjsU795SLoaT31Uu0bADBmHStHVq8f7/nR2N/f+tE0/8Zu1mN\nJqoKYvvgs3syD9qy31RqVBBYleXTHYceuH7t/7x2ExjpahHEvEf6mLZnb02rpoENB3lH87tXf1j7\n3lERsNHvg4cf+6dLM/dOn6Cktj9y29/P1kG0bABBSnzqsFB7hxafONG0vLycSqUAwOPxEI2xRJZl\nSZJyuZyqquxPk5OT9KJmd3d3AUpjCbVVoLYCOHGiaWxsnq5NKzQ2WhR7psQVFwT5/y5zzSkllUrh\nvwiPx4PlyB7XunVB8hGXIwiJYFRNNpudmppqa2uz2WwW6ykKRqOldmdmZuirCty/BZDNZjVNYys0\nllQEqqrKsqyqqsvlql7/VLbdKnWFKTjvAIBYLEbqzqfKMjk0NrGeIq8Jo4txrorcgplH1DpOnGiK\nMdewEcoKh8N0TQG5gXLAmnQtHVr83E/+CgAAOlOpVCwWI8sYGhrCJ3dfXx/dqKpqLpc7fvw4/nT8\n+HEsn5qa+mgLeSn7+vq4hgBgcnKSHSIYa8sH7PETJ5ro0GIs4So0NorjBq48m80iwxx7prJUVhDi\n/A9vfP3Zle+tDjt4pRBSqRR9oRtl4Vo3Zc+6UsoRhBXnxImmf7f8OquaqampWCxWQoUWwQ03CZqm\nsR9c4P4tAE3T2F7lSiqFXC43NDTkcrm+9KUv2e32U6dOVbZ+AuvO69lumSDvkOD76B2f/vQ5VVX9\nfr/f74/FYvQmHYdylBUMBgs0wfXk+oONfn944+tYwnpWNps9deoUuvaGc1tZoOx4aHEBe6iGq7KY\nmJjA8ZPdbh8aGspms9VrywpqXctk0rV3aPH+Rw79xX/4z6mUCzMNL7zwQnt7u6qqgiBgyeTkJB4i\nJsuyy+V65ZVXJEnCn/AB7HA47HY7m6jIR5nL5VyujzQkCEJfX18ul6OxfDab5WorDOz6g88+k9lj\ny44p2BZbITLDNppKpVwul7EcMyVHjx4FgOPHj2ezWZvNZirLxYsXKy4IyvLpji88cP3albGbsixz\nSqEZj6qqmUwGs1DIHie1UbQC6jMqZWhoqExBWNV4pMPanr2oGuTt7NmzwWAQK8Qp4+zsrCRJFPUw\nL0I/6bre1tYmy7Ku65Ikobw0YOKI5+bmmpubuV4qDEzJUFVc5UQWi8UymUwsFsPvneLUH5WC9KIo\nHjlyBA924GogGW02m7E55MFutyO3fr8/k8moqopf60BFxGIxv9+fSqUEQbhy5Qr2ic1mM5awrbe3\nt8/NzVHrMzMzKALlb0zbdblcLJMs/zMzM5IkoYzhcJj6x9gDnJjYe6Ioon+VAPSO5nev/nAsp6pq\nMKi+9NJL+FN/fz+2xWYgWDFjsRjLdnd3N8cea4fYh6qqqqpJE5wxAMChQ4fwlsnJyZKlKw0U/T7Y\n+9g/jc1wrhoOh8nZDx8+vJ6MrQPGxuZtf/Q5+/vZK2M389kDgfUINAPWII1mw9qDrutGhyVQnMxk\nMrIsHz16NJ9p7d+/f2lpqdiARkEmX7VEQDZpJdG+aYEm/dThGjy0GIdNeG2321VVxegcDofRFSky\nSpIkSRJFz0wmIwiCpmm5XK6vr6+vrw81nY/S2BAAjIyMsA9pY23FgqvQ2CiyZ8oMPoOJk3yyvPfe\ne9UWxJQ9RDgc7u/vJzJ8CrKtm95rXSkV1wgrlN1u93g82C5WHgwGdV2/ceNGOBz2eDwulwvzIvgT\nRq5jx47ZbDaXyzU0NIT1mBLruo5v5RAB23oul0utYnb2w32p2Ww2GAy6XC673X7mzBnTyhEul0sQ\nBIx6siwjP8FgMJVKIb2u68Fg0FgD8dbc3GxsjipXVTUYDMqynMvluru7XS4XO5/Gnk+lUkNDQ9j0\nqVOnUCKuhJoQRbGvr49tnRWhQLsck2wN+LRATjKZDHJo7AGuBlxz8Xg8V69enZycLMeEEFeuXGGV\nSzMBY48hOLaNWmBltNIE9eTc3BzWLMvyhp9ex7lqd3c3DhljsRir9PpDPmUhOI+A1UVAMkij2ZA9\nzM3NmTosh2w2K8vywYMHC5gWekdRAY2CTL5qiQA+GqAayIf1fuc2Fov19/fncrlTp0699NJL9Kyl\nKW84HG5vb3e5XGiRuB5/7Nixxx9/PB+lxccwV9u6bRaRJAndLJPJZDIZ9idOFu7XfKiGIBgTSR3F\nojSlVEoQ2s713HPPUS4No14ulzt37hymAKl7pVXQeBHjjt1uNxJjPeFwOJPJYNaQ6yUcdtA1XkxN\nTWF/UibJ5XIZKwcmTqHBIz8YkSlfiKMEI3sU2ScmJrjm8AEgCMLLL78syzKqxm63nz171rQPsUOA\nSflwJZlMpr29HUtmZmZmZ2epdWOoNW2X6xO2BkmSJiYm/H4/tzOP6wGuBvx+oCAI+YQqFsUencGx\nbVQ6GJ6+hZugnhRF8cyZM0ePHk2lUlbSn9WG0VXvhYFUYWVNTU2xHpFKpebm5oAxSNPlP4onpg5L\noNU0DKdGeqoKLcR6QGODjKnFsgTQGEhZw3oPpPx+PyoplUph0oJOcAuHw6qqouKB2WRns9kkSbp8\n+XI+SivgatM0rbIDqevXr7NH0bFwuVwXL16cmprCPCqsZlDwV1YW46YlI6okSCwWO3fuHF6z7BVG\nPkGs3FtBQTCg4+M/k8ngcwsZy2QyOOWyMkY0JSYBM5mM3++/cOEC99hmVz1SqdTExAT9RIHJ4XBY\n4YT9SVVViq24smOsgVMT2xxbQjn5oaEhWZaNZyYa+8G0hG7EiwJGYtoux+RDDz1ENWAGC99O6O/v\nRxpjD3A1tLW1zczMTExMqKra3t5e/tIDl6MFgL6+vpGREbaE7TGObbyX1YKmaVwvWWkCVmcmmMWn\nPPFGwRiKfT4fbhvCnZH1uht6TWVxHnH06NFYLEYGaepobKHRYQlGk4C1TMsI05hjjD9ctSVPp+9l\nVHFpz+VykfVkMhlMMLIluMOGBr+ZTGZkZISeprFYjIKvqqqKouSjNDZkZIarrXxb4Rp97733kD0j\nM7IsYz7c5XJRiaks6yCIaRPZbFYQBOpPNitQ+N4C6ltTlkppRJZlj8czsgpBENiJoCzLfr+/v7+/\nvb3dSlUFiHFSzuafCkAURdwOiLcUywkAoLUAQC6Xe+GFFwrXYGwOQRtuEMZcGj0n2JcM6A1NtkQU\nRRI8lUoVPhTZtN18TCIkSQoGg9xKCtcDXA1TU1OY6zJuXikNkiThBA//nZycLNBjRrYLC2ixCcJz\nzz0XDAY3QzrKGIrZ3q7j525hZXEe4XA4JicnTQ3SaDZWTKUcesSaMae0ahswoooZKUmSZFnGRAUq\nEjPhwWAwk8m4XC7MIqBp4m4D2ro4MjJy6NChM2fO4OYDNv1opDQ2ZARXW/mJSq5RHBeaSu3xePr6\n+nBrIbGXT5ZcLldVQUz7ipbDCKbB0fTekpVSKY1wE2Jc3aPHj8vlmpiYwEVVboxlhBXi7u7uoaEh\ndlXaFEeOHOnr60NTt9vtuOeArZx2U8HqsIObX+L2/EwmgytcRvbYGozNYbnf71dV9fjx47h1XRCE\n/v5+3BgBH00o4pYmrBmJuRKXy0VNSJL04IMPsoeecttRTdvFfTbEJFdDW1vbn/zJn/z1X/91gR7g\nxMRtHGhpZGOHDx9+/fXXC6imAJBPfN8Q+wSzjw6Hw9hjRraNWjBub8rXhLEnJUm6cOEC5Yk3EJyr\ndnR0nDp1il4gqONFn8LKYtWNLxPYbDbWIAuYTT6HzQcrpmXEmgHNYrV1sNm82qjWocW7du3+5SP7\nx8bm8S0h1lBwbI6mia+wFagQR/r4NkFhSmNDBWpbUxB893X3W6mF7TsW932G+QSFeaMce0ZmaCcp\nrCV1ZQVBWZrefmPbnflb+z0AYKoUFtbZK18pRQmC+FA1SmphWyHVEOjdGXyLuHBbRRGvCdbUC1TO\nkbHg+qcwe/nqwbvYenCKTAaJa8ptbW26ruPtxhJTfgo3bWy3sLCmMLbIBRCuCXx7zmLlsOodW+/c\n/uX+Q7D6dg8O/lgmuR4rAIsCGpvgbs9ms2fOnKFXxtYTFP2W72uaf/QA9QnbzyV4bk3gxImmHbM/\n2rm0SNES8isL8ngolRQ2m2J9oVh6sBbQ1qy2hHY3G9Ck739rpsYOLd6//xAeWrzmc24TAjt9bGwe\nv2zu//hPoDYFgVVZvnvryQeuX7vy2k0SbaP5KhHEP37ZvKZVs3mAwyZ2/GEsqRXkW5g2BXlH87tX\nf/h6bvN4hyzLExMTtJd5PcFGvw8efuz53T+GzdEn64APv8D500fs72frIFo2gCA9PnVYqL1Di/91\n7yN/eOPrf7P3C5Wqf91AbH/8XeXOtu0fOB+rUUFgVZaPZd7esbjw00+6gZGuFvEr1fyLcmdrbatm\n88B4fPI9cqAyecf2xTs/++R+2DTesbS0tLKyvHPnfevfNBv9Fnfs/IX90U3SJ+sAlPSB9LX7lpfq\nIFo2gCAl/vq7b9XYocVb79xufvfqVrjd/O7VajRRVRDbW+DuzuXF2hUEVmXZDitbAFCE2pUF6ks1\nDWw4yDu21oV3VASsi21fvHNPuRhKurNeomUDCFJi7R1afOCAd3b88nwnzI4vV6OJqoLYdrfszD5o\nv/m379SoILAqi+PzB8Trs7PJBWCkq0UQ80883aTt2VvTqmlgw0HesfsdZfbKMtS4d1QEbPTTH96n\nfeONe6dPUNI9v/8p2/uZOoiWDSBIifsObqvSocUV/vzB08xgr7OzsnWvK1jma1oQqC9ZoO7EaWBj\n0TAnI+7lPrmXZa9jfFSVlT+0uFpv7d2/q/n2o0+EQjp+fdjr9QJAIpFIJpNE3NLSguXxeNzn8+n6\nR4gJiUSCSvJRWrk3EonQpzJ6e3sLC4L9vuvN5OL2nUuup8bHTZowliB7xqZN2TOVpeKCoCw7r/3j\ntoX520+0AEBRSuFaty5IPuJyBCFxAGDXmzOL23csuZ76yle0aDQaCAToo3Yo0ZoVapqWTqe5fs6H\nUChkncMqIRqNer1e9tt9oVCIrklxpVV1zwK9Y+ud2/MHvABw+rQSj8cVRXG73axRFYtEIgEGL64V\nUPRb3tm08NhvGaNfvjBVB+jshO3qD3csLdx+omVhYeGP//h/BgKBciqMRCKiKAYCAbqgn0r23waK\nBZp00xuJKr21V+GM1OXLcPkyXISn5UePjY9DT09PMpmMRqOsxSASiQQ9RNEnTYkjkQj7mFcURdf1\njo6OZDKZTCY7Ojqw3Mq90WjUuiDj4zA+Dq9tfeYbez43Pm7ShKZpyAbbKApibNqUPVNZKi4IyvJt\n29HXtj6DQhWlFK5164KYEpcpCIkzPg6vbz+Mqkmn05FIZHp6mghCoVAkEimh5gIoUGFPT09Fmliz\nnng8nk6nOa5aWlpaWlocDsfp06etH8pmrKpkrmod6B0yfHZ8HEIhfWBgwO12Dw4OOhyOkydPllwt\n+kIF+VxPUPT7tu0ojqKshKn6wPg4fGPP5zBanjr1g3g8XmaF8Xjc7XazF4SS/bdKqGNnR5OW4bMA\nT1djl1QV38pBu8F5vN/v7+zs9Hq9OOhWFCWdTmPCA8mMxKIo9vT06LrO5nvcbnc0Gm1tbUVKRVHw\n2b/mvZqmOZ3OkpMKRvYwC9LV1QUAHR0dgUAAZ7EAYMo2x56pLBcuXFh/QQoohZPFuiCmSjl9+nQF\nBWGB9oO6wI+44CiQkm2YWojH4w6Hw+12a5rGJsYwNaUoSi6XCwQC09PTuVzO5/NxUY+jxBlkNBpN\np9NoDIqiYNilTAYy4Ha7UXC8t7W11eFwcLxRPSgLWwkmSPKlRlgppqenW1tbqZV0Oo1NoKaMVbE5\nORSBeBYEIRAI4HiLfqp7KIridDrRBQKBgKZp6NScsoxmUKBOupe0EI1G8SAOtFij2Ww2WAlTG83j\n+sHouZTcjUQibrebVXc0GsXsHc426RlB4Py3q6uLswcytieffHJpaSlfmLJiomzNAFAglK1jd9YJ\nqnhEjKIo5GBOp5MyHAAQCoUGBweJzOfzmRKPjo6yD1qkbG1tJU2n02lRFK3cm06ndV3v6enp6ekp\nYZJh2gQbPtAoMQQb2TbeayrLjRs3NkQQhFEpXOvWBTFVSmUFYSGKIg2epqenKWqEQqGWlha3242p\nBbfbPTw8rOv68PCw2+2mcUY6nR4eHnY6nQDQ0dHhdDrdbvfAwICxIaLEqrBOURRxcIbVOhwOvFfT\nNGQAOcF7c7mcIAimvImi+Gu/9mtcJfF4HKetuq7japEpMArjWA1bmZubw6oEQcCJprEq6gH8FQAS\niQQylsvl8HaUrhzt1BDcbreiKMPDw/F4XNf13t5eLOGUZTSDfCCrIC1Eo9FEIoFWEYlEjGazCWEl\nTN0jMBqDruuYDo/H47Ozs5y6yYMKuxL5r9EeyKPRJU3DlBUT5WouEMrWpyfrDBvwnRicdpc8iaG5\nfigU6urqohn8mvB6vb29vbgkh/ZUGgMIn8+HrqJpWskpWU4Wi/VUVhDEhiilgoJ4vV5KbY6Ojg4P\nDzscjvPnz2MiCjvW4XCg1rxeL6YZ6PbW1lafz4cDehxB5nuqeb1eJMB1SYo+oVAIAyh+whgniIFA\nABN+uDJI83gA4HjDev7xH/+RqwQnqViJaZdSNh67PZFIYCuoCGQ1mUxaqQopiQan1/dUbBVFcWpq\nKh6PJxKJF1980el0fvWrXzUaEhjMIB+i0SinBV3XsaHz588DgNFsNuFGmdLCVF3CaAytra0DAwNd\nXV2JROLu3bucur1eL3mQqStx/mu0B1iNG4lEIl+YsmKiGOGp5qtXr+YLZVXvxHrExgykMIgAQIE1\nCw4sZSgUUhQFTcdio7SAhU/TdDpd5vjD7XZfunQpGo3i5PL69evWK8wni5UNBxUXBLH+SqmsID6f\nDxdYHQ4HDgdpBsaODltbW8vcNl54rIkJHq/X63Q60TbYX3E2mY8300owg1Wg6dHRUa6EWqH+xIvC\nVeEDXlEU4hkXnu4p4HOLsi8DAwM4OjcqK58ZGHfxc1ro6uqKRqORSERRFOphVuMVF6oiKDZM1SuM\nnotqxf0MuGrPlq8Jo//CR+0hnU6vaRWm8aRwbHnooYfQ5RuoCKq4tIdbQ/CatmJomoYLMVhOr4aZ\nErMgSlzKHR0dpUrWvBfvolk4u+pUsizxeHx6ehqT/+l0OpvN0jtuVu41lWVDBIH8SilZECuylCkI\nB1EUMYnCbk0LBAKDg4OdzJuvAwMD58+fD4VCFQ8igiCIotjb29vb24uV024J4wzelLd8leDSCb0n\nZZ0fWrZLJBKYw89XFZXgGiWW3INnlGqaxmaYaGOZqbJMQbv4dV13OBxGLUQiEcwfDA4OxuNxo8Y3\nIUoIU/UKU2Pw+XzDw8Otra1GdRdbf2n2YMVEa8LSahcVzkh9+PkDuHz/2823/9sTe/dO41SG5l7T\n09Nc8hCjlc/nm57miTlQpiEejx88eBALR0dHrdzr9XoHBgYSiYSmabhiXViQD18AXvne4s2dS50w\nPs430dLSgm/v44oJjkVMqzJlL58suq5XVhCUZWd2ctvK/O1OAPBZV0o5gqyplBIEIXEAYNfS64s3\ndyx1Ar1oghXKsoz/ut1u3IOCe7ZwrQ2z2el0enx8nEsXlQzaoYkb83G3u8PhCAQCp0+fxt1R3C1G\n3nB70zPPPIOrP2wlJ0+exF3Pax6Xy4LlByfKxqqcTiduj6DMIr4TgJvxUWt1v/8UvWMr3J7vBIDA\nvn1KR0eH1+tNJBKiKOJwh1NWgdrwmYq3Y+KT0wL2eWtrK8YNXGtmNb5OYhcERb/lbNNCJ3g8RYep\n2kVnJ2y/+a0dKwu3O2Fu7on331do9Q13dhs9F/Pc58+fx61RrLqLbd0YRqy8XWvkas2aH3rooX/+\n53/maOrY2T/8/AF8v0r1V+vQ4gMHvHho8enTCpvt4IBKpX8xM2FKzFEaUeBeAs4S1rRv7PTx8Q+/\nbN72iXfwX2MTuCVFFMWi2CtMXEFBSJb43AHx+qySXMB/i1JKyYJYkcW6IAhSDX7ZnFRjCnorjfZI\nWWylKFAuh7umcOZ2uzs6OmKxWGHe6F62EgSZWbG8GbuXq4reJGIrZ+8yMlNPIO/AL5vjv1/5iobr\nKcbXG60YkvH7ZJwWkIAt2VSdzEY//eF9vuY3wMzFrISpmgPKPvXep2zvZyhacrIbjUHTtIGBgUuX\nLiFBsTHNiBLswaKJFq55U9lhBUF63HdwW40dWnzggFcdv9zZmfcht5lBbNMRMTUqCKzKgkfEKMkF\nYKSrRRDzdETMphUHwyummrxeb13O82od5B10RMymNad1Axv98IiYe6dPUFI8IsZitMSEJe0xb2AT\ngpS4OpCq/KHFVRlIzW3ZsgvgNmyV4PsyfLZS9a8biO3dsLJSy4LAqiy7YGUrwC3YCox0tYh6Uk0D\nG446846K4F52sYY91CVYk04CPF2FgVS1Di3+N/ftmtv7yMqNXXN7H69GE1UFsX3/u8rCtu1zzsdq\nVBBYlWVH5u0diwtzn3wcGOlqEb9Szb8oC1trWzUNbDjIO7Yv3qkD76gI2Oi3tGPnnP3Re6dPUNJt\n6Wv3LS817KFuQErc9e5blf+oOQBUY7M5DvTmHz3wPFyGR+GfxmYq28Q6YP5E0/Pw47Gx+Qee3ZP5\nmM2/+8c1KgisyvJd+5MPXL/2T5dmTpxoql1ZgFHNHuljmT17a1o1DWw4yDua371aB95REbDR7wP7\no8/fSy6Gssc+9oj9/WzDHuoGZNLNhwWAlVo6tHjXrt2/fGT/1772M1VVAcDj8QBAKpVKpVJE7PF4\nsFyWZUmScrkcS4xAeirJR2l6L95OJZOTk/TaZ3d3d2FBTpxoAoDdb6UWtu9Y3PeZsbF5K40WEAQA\nVFUVRdFmsxUgrrggKEvT229suzN/a78HAIpSCte6KXtFKaUcQUgcANitpBa2faiacDhs5L8wYrEY\nmVYJ7/lns1lN06w0xCIcDlsXs4H1AXrH1ju3f7n/EAB88Ys/kmVZVVWXy9XW1kbeah2sNWINpVnL\nBoKi3/J9TfOPHjBGv3xhqg5w4kTTjtkf7VxavLXfs7i48LnPfavM74BMTk42Nzf7/X66oJ9isRj9\nm81mZ2ZmjG1xT8ANB2fM1m17Y70ATfr+t2Zq7NDiVx/507Gx+b6+vlQqFYvF2OCCSKVSdD4u+qSR\neGhoCB/zfX19RJnL5Y4fP47lx48fx3LThiYnJ9khwtTUlHVBxsbmx8bm8dDisbF5YxPZbBbZYBvN\nJwgA5HK5vr4+9pNCprJUXBCU5W/2fuG1rc+gUEUphWvd9F7rSilTEBJnbGz+f287TKqZmJjA8ZPd\nbh8aGspms4VrCAaDqqr6/X6/3x+Lxbj36aqHiYmJ9WmoAetA75Dhs2Nj81/72s+GhoZcLteXvvQl\nu91+6tSpEiokaxRF8dSpU+RHNQSKfn+z9ws4imK929TZ6wZjY/N4aPHY2HxPT5I+p1IyXn31VZfL\nxV4Q2Mo1TTNti5vorhvomcuVaJpWLD/GqtYfaNI1eWixLMsulwun4C+88EJ7eztlC1RVzWQymPBA\nMiOxqqqCIGDJ5ORkLpdLpVIul+uVV16RJAnL8VGdy+W4ewVB6Ovry+Vy7MDZbreXnA8wsjc1NdXW\n1nb06FEAOH78eDabvXr1qqkg+M2eYDDIZXGMsly8eHH9BSmgFOSKWjcVzVQQU6UMDQ1VUBAOVG0m\nk8EMmaZps7OzeIGejwyrqqqq6ksvvYT0/f39FL8oZrW3t8/NzdH8CSeOOKPCOqldVVXxdjb3gDT5\nkhlEo+s6dT42LYrikSNHivpeVAMVhKqqdrsd9ev3+zOZDKamyDA4LbMaZIElHo+nubl5YmICjz+j\nJliDwZpdLlcul8NsBGuEm8QSOO8eHR3lnH3z5EvWAZwxxGKxQ4cOobNPTk7u27ePVV8sFsPsHc42\n0ZwK189ZF5VTfDaaH2czk5OT+GCanJzEQIRMAkA+uzUKlclk2IQZldjtdlhdTPB4POx3FpBGFEVs\nnbsRGWCZb2trk2VZ13VJkrBbOO8oQ0vrjSp+2RxHQnhtt9vZmVk4HO7v7ycySZKMxKlUShCEcDgc\nDoclScJHoCRJkiS1tbUhZSaTwXJjQyMjI+xDWtM0zAn19fWVMMkwbaK5uZmtP58gADA5Ofn444+j\nCbJSc7K89957GyIIwqgUrnXTe60rpbKCmCKbzcqyfPDgQU3TgsGgrutzc3PBYNDlcomiiBOjK1eu\nsBGERnvZbJalZCdeyB7V2dzcjL/SLXa7/cyZMxxNPiaRxmazuVyuYDAIAKlUKhwOezweXdexpIEN\ngcvlUlU1GAzKspzL5bq7u7EEteNyuTBHZdRgPkiSlEqlyJY4g8lms1gzNgEGI1wXodcG593/9t/+\nW87ZN4619YbRGObm5jA+yLJ87do1Tn0ul0sQBJfLRRdrNmFqXdSukcBoM1evXsWp7IULFzDrPzEx\ngVHL1G6NQhm5ZUtkWaZKyLZxs4TH47l69erk5KTxRqQkHgDg2LFjWM/Q0BAYvKMsPa07NuCsvVgs\nhp1rhbK/vz+Xy506dYpSCKgDfPa0t7djEshKux6Pp7u7O5vNHjt27PHHHy9zwCtJElptJpPJZDIF\nKFVVnZmZGRkZMS6lcbIUrodQWUEQ1pViitKUUkFB6KmDreMsv7u7G/nBQeHMzEwqlcp3PMLU1BRL\nOTs7a6ShURfdgp2G/YYBhaMxhcfjwYZwVTGVSlFqkI1BDawzBEF4+eWXZVlGS7bb7WfPnrXb7efO\nnbPZbLIsk4dyGixQIa2Vg8FgxsbG/H4/6h2XfTkj3CTJHs67n3nmGfios280g+sHozFIknTmzJmj\nR4+mUqm7d+8a1UfjD4sDKTBYVyaTwfUKis8sganN4EDK7/erqprNZsnkTO3WKFSBgRTWb6xkbm4O\nZTx79iwrC3sjlkiroOk6DqSM4XQzGL9FbMxA6ty5c3iNufR8lH6/Hzs6lUrF43GiDIfDqqqi7i02\nSplMm82Gyz1ljj9cLtfFixenpqZwQnn9+vV8gkxMTLhcLuQZo6ogCKayGEda6yAIwrpSWLCUxSql\nsoKMjIxwJcQYd8Hl4QCgr68PbzfegqBnoWm30G5Q/Maxla7jBqyqqlLIYLPiDawzUJW0nDE0NIQr\n1zhRZrVmccrBapZrxePxvP3220ZryWeEGwvOu0uIwPWBTCbDGQP2AC6hSJJUEfVx1pXJZPx+/4UL\nF2iMwhFwjdIkX5KkYDA4MzNDRmhqt0ahimIPcfTo0VgsNjExoapqe3t7yTv02XBaWg0bgiou7eHC\nP15nMhnUJY6OuTfXTIm5EkVRaBScyWRGRkaoEtOGOMRiMcqRsKtOJcsiy7Isy5j8x1W5fIJQssFu\nt+PxSSQ1J8uGCAL5lWKlE0pWSpmCWIQoijQTSqVSDocDV1vYrfTYNEf50EMP4TW9oGRaOW7j6+7u\nZhMPxQJNCNt64YUXSq6ngTKBmznoXzQMWZb9fn9/f397e3tRteVyuYmJCdaVOIN59NFHacmPCDhz\nLVOiioDzbqOz3zswNYbnnnsuGAxKklSs+mhqjfT5xl6YucddwsZfjY2yGR1MdprG88JCFYvJyUnM\n4LK7TotCpcLphqBahxbv+snuX/73/Z/4hIxzF9IQ7WImoNYlSZLljxBLkjQxMREMBjOZDJvxw93E\nhw8fxttHRkaM9xpx6NChM2fOpFIprG3NFOuHLwCvfG/h5o7FE01jY3wTHo+nr69P13VZlnFVLp8g\n1FYqldq3bx9Gn3yy5HK5ygqCsjTd+Pq2lflbJ5oA/r11pXAw7eeSlVKCICQOAOxefn1VNfMFiI8c\nOdLX14dWRBvA+/v78eUsAFBVFed5HOWTTz558eJFKJifY2+x2+02m419K/Pw4cOvv/66FYlwJ34m\nk8E1vqLubaBMoHdshdu/PNEE8Cef/rR6/PhxXBwRBAGfChMTE7iCLwiClVeW8BUNTCT4/X66hTMY\n1Hs4HKYVQ1NzXX9Q9Fu+0TR/oum3f/sj3v38889zzl5DSzBr4sSJph03v7VzZfHWiaZbt377/feH\naNsA7onmjAHXuS5cuHDu3Lnm5uai1Nfd3Y3GlslkcrmcMa3OEQ8NDdEWF4KpzeA6CQDQPocCNZsK\nxW02h9VpRr5gaLPZcDSJD0T2p8I3mgqC4bQwfVH48PMHNXdo8f79h/DQ4i9+8Ufsx5M4ZLNZ9ifu\nS0uw+hK+y+XiKI0w3msEDtjX1BB2+tjY/MFn92QetPk//hP819gE2qggCGsKUkDq6glCsnz31pMP\nXL925bWb+G9RSinAXvlKsS4IK87Y2LxH+pi2Zy+ppvBdpq3gk5ILMSwlvWVTOFtGJsqVF/vVqGK7\nooHyQd7R/O7VH76ew3+//OWf4GncpAv6BA6mjsrUEfuEwxKXy3X8+PGXX34Z/91YS2Cj3wcPP/b8\n7h+DBRerD6DssZ8+Yn8/S9GSk91oDNls9syZMzTEKUp9GGSsb5/KhzJtxiiUMazlC3RcJUY21ryx\nZGKLID0+dViosUOL9+8/9KOxvz+xVsJgc4LYxoFU9ptKjQoCq7J8uuMQDqSAka4WQczjQGozqybf\nCmkDmwfkHTiQgvX1DnwA4+zfU9KHYasBNvp98PBj+IHvzeliFQdKavsjNw6kwII9YMKStns3sAlB\nSlwdSNXOocX3w5Y7W7c/u/K917Y+U6n61w3E9q6VxZVaFgRWZblvZWkr3L29dQcw0tUi6kk1DWw4\nyDu2wN35DfKOu3AXYMuW9WyyIO5lFyshWt4FALi7BTaPAhvgQUpsWlmssUOLn9qxM7tn7+LNndk9\nm+jdE4sgtj/1s3+Z37rtxq/Za1QQWJXF9n72vuXF7K/ZgZGuFlFPqmlgw0HesXN5oQ68oyJgXezO\nth3ZB233Tp+gpHv/VWtaWW7YQ92AlPjJn71bY4cWL7meaoPL8Am4Of5OZZtYByx1Qhu8Mz4Od1p2\n3njQ3vaJd2pUEFiVJb77gHh99ubfvtPZCbUrCzCqWXy66caevTWtmgY2HOQdu99R6sA7KgI2+ukP\nP9bW/Ma90yco+xR8yvZ+pmEPdQMy6Y8f3FZjhxbfv6v59qNPhEK6oigA4PV6ASCRSCSTSSJuaWnB\n8ng87vP5dP0jxIhEIsGW5KM0vRdvp5JIJEIvVfb29hYWpLMTAGDXm8nF7TuXXE+Nj5s0YSwpIAgA\nKIoiiiK9E2tKXHFBUJad1/5x28L87SdaAKAopXCtm7JXlFLKEYTEAYBdb84sbt+BqgmFQkb+CyMa\njZJpBQIBi00TNE1Lp9NWGmIRCoWsi9nA+gC9Y+ud2/MHvAsLC3/8x/+zBHsgaJoWjUYDgUDJXy4o\nzbQqC4p+yzubFh77rZ4e8xDB+nLdoLMTtqs/3LG0cPuJlvLtAQAikYgoioFAgC7oJzQVvNY0LZFI\nGNvinoAbDs4+rZvrxho2mnTTG4kaO7RYfvTY+Dj09PQkk8loNMo+6hCJRIIeovi4NRIPDAwkk8lk\nMtnT00OUuq53dHRgeUdHB5abNhSJRFj/j0aj1gUZH4fxccBDi8fHTZrQNA3ZYBvNJwgA6Lre09OT\nTqepxFSWiguCsnzbdvS1rc+gUEUphWvd9F7rSilTEBJnfBxe336YVBOJRFpaWlpaWhwOx+nTp9lv\nEJhieHhYUZRAIBAIBKLRaGlslIBIJLI+DTVgHegdMnx2fBxOnfpBPB4vp7boKkquIZ1Osz6yIaDo\n923bUXQxAoUIzpfrBuPjgIcWV8QeACAej7vdbvaC/Ymu0+m0aVsYVMvkoQTQM5crKcE+jVWtP9Ck\na/LQYrQbnIL7/f7Ozk6v14sDUkVR0uk0JjyQzEiM+RssiUQiuq4nk0m32x2NRltbW7FcURR0bO5e\nURR7enp0XWcHzk6ns+R8gJE9nEx0dXUBQEdHRyAQUBTFVBBRFAFgeHi4paWFq5CT5cKFC+svSAGl\nAADbuqlopoKYKuX06dMVFIQDW+309HRra2s6nVYUBS/Q85FhRVEURbl06RLSowh4Tcm5zs7OXC5H\n8yfUNc6osE5qV1EUvB2TECxNvpwE0eRyOXZyn0wmBUEIBAJoMA1sErBWgaqJRqOapgmCgO7PYnp6\n+qtf/erw8DAadgFdu91uXdcxbrAmxNbG/VSg3arCGCK4oHRPgeyBlOL1elFxkUjE7Xaz1hKNRjEx\nj7NNfEYUrp+zGSpXFEXTNJ/PZzQqzkQjkQhaSCQSwUCETAKA0RrzCZVOp9mEGZWQpFiJ0+mkSkzt\nk27E5ljmA4HA9PR0Lpfz+XzYLQV8YZOjil82x5EQXjudTspwAEAoFBocHCQyn89nJE4mk6IohkKh\nUCjU2tqKj0Cfz9fa2kraTafTWG5saHR0lH1Ip9NpzAn19PSUMMkwbYJ94KFxmAoCqw7G2pypLDdu\n3NgQQRBGpXCtm95rXSmVFcQUOIryer3pdHp4eDiXy83NzQ0PD7vdbkEQcGLErUfQaE/TNJaSnXgh\ne1SnIAj4K93icDgGBgY4mnxMIo3T6XS73cPDw8hSKBRqaWnJ5XJY0sAmAWcVsLoo3NLSoigKl2JU\nFMXpdHq9XrR/MNO1pmmoa0VRQqGQ0YSMTeNPBdpdN1CI4Hz53gFqraWlxe12nzx5EgB0XZ+engaA\neDw+OzvLWYvb7RZF0e1208WaTRhthm3XSGA0UZzK6roeCoUwORqJRDBqGWs2FcrILVsyPT1NlVCc\nzGefdCNSEg8A0NHRgfWg5Rfwhc2PDThrLxqNYudaoRwcHNR1/eTJk5RCwIEqPnu6urowCWSlXa/X\n29vbi0tyqK1ypMBpGQBomlZ4LQkHhaOjo8alNE6WNdekEJUVBGFdKaYoTSkVFISyx9h6IpHAERLy\ng4PCZDLJrl1yiEajLOXVq1eNNDTqolswfuGwCXczcDSm8Hq92BCGuWQy2dXVhfP+xvLfpgJnFfh8\nAgBRFM+fP88R07ZCn89HOV1O1zjLJ12bmhA1zf705ptv5mt3fVBmiKgPOByO8+fPOxyOeDyO4bq1\ntXVgYKCrqyuRSNy9e5ezFhxVoyVYHEiBwWbS6XRPT8+lS5eo81kCo4l6vd5kMokpH8xjiaKI93I1\n5xOqwEAK6zdWks8v2BuxpLW11efzYdIB68Fhk9EXaijluTEDKeprRVEKPD4DgQB2dCKR+M53vkOU\noVBIURTUvcVGKTvtcDh8Pl86nS5z/OF2uy9duhSNRnEMfv369XwVYjoKeSZrM5XFONJaB0EQ1pXC\ngqUsVimVFWR0dJQrofwfVYsXDoeDzcMBQE9PD97OURJQa2ydLHBC5vV6nU5nOp02peHAPY0URaEc\n/jqv2jSwJjir6OrqikajkUhEUZSuri5u7zBNIdLpNI6nOV2n02l2vQbBmZDpT4FAIJFImLa7PmBD\nxD0LypqQWtEqMAnELuiXE804m9E0LRAIvPjii9T/HAHXKE3yfT7f8PAwOyIxHQcbhSqKPUQBvygK\nrC+UVsOGoIpLe7gJAK9puwmOjrk310yJ2RJN03784x/TKDidTo+OjlIlpg1xiEajlCNhV51KliUe\nj09PT/f29mLSMpvN5hOkq6uLtkI7HA6n00lSc7JsiCCQXylWOqFkpZQpiEUIgkArdIlEwul0+ny+\nRCLBbqXHCRBHSYcW07uHppXjNr7e3l4StgS43W6cCOq6vkk+b90Awmg/kUgEZ/CDg4Ns2jUej7e0\ntIyuQhRFNr1EoD00qPECJsT99I1vfMO03fUBFyLuWcTj8UAgMDg42ImvgQHA6niltbXVaC2Fa6Op\nNQAkk8l83YuZ+1wuZ2pRxkYxluL4CROfpvG8sFDFIp9fWEelwumGoIoZKZ/PNz09jYkKmmdPT09z\n6U3UupHY5/NFIhFcA8bBMlJqmhaPxw8ePIi3j46OmjbEwev1DgwMJBIJrM1iirWALC0tLbjhbnp6\nGlfl8glCbeEOU/SWfLLgwvZ6CgL5lWLl3pKVUqYgFhEIBHBjrKZpNF8cHBwcGBig7Y04z+Mon3rq\nqbGxMSiYn2NvwVEym044ePDglStXrDCJO/Hx/WfsK+v3NlBZKIpCy8Q+n89oP06nE5+a6Ph0I7cS\ngat7xgdYIBA4ffp0KBRCUylgQtxP+/fvN213fWAMEfcIOHtwu92RSAR3TONY2ev1tra2hkKh8+fP\n4y4lLtoUQG9vb0dHh9fr1TRN13VjWp0jHhgYoC0uBNMQ5/V6cfpH+xwK1GwqFLfZHADYzeZG5POL\nNW80FQR9oTD9pkJ1vyM1Ps5/PIkDdhn9ayQma+AojSjcEAIH7FY0ZPyOlGkTaKOiKK4pCIvCslRW\nEDB8R6pYpRRgr3ylFCUIwvgdqTVh2koikTDuWmAp6S2bwtkyMlGuvNivRpXQFQ2UD/Y7UgBgak6c\navCRU5qyKKngdrs7OjpisRjkNyHup3LaLQrcd6SsuFjdgP2OFJjZA30PCXOK+K4uO8QpypExyFjf\nPpUPZUYPo1BGmyxgpWwlRjbWvLFkYuuo9nekKnzWHgBcvgyJLVsOHPA+DZchT2Da5MBOHx8Hd8vO\nLH7ZvDYFgVVZ4nMHxOuzSnKBRKtREP9PPN2k4ZfNN6s4+VZIG9g8IO/Y/Y4ye2V5HbwDH7o44y/t\nY7DVBhv99If3+ZrfgM3qYhUHyj713qds72csRst4PI6fG2g4+6YF6XHfwW0CrABc9nq9NXBocWLL\nlqd23Kft2fv5m9/6xp7PVar+dQOxvXqgm6NGBYFVWfCsvXd+/TeAka4WUU+qaWDDQd6xc3nh3V//\nJKyLd6ys3F1aWtq2bdu2bVXcoloyWBfDs/buHRdDSfGsPYvRcnl5ZWVlZceODXhtqwGLICV+8mfv\nop5q49DiJwB2LC3Yf5Hdsbxg/0W2Gk1UFcT2VrjbtLJcu4LAqiw7Vxa3wl0UoXZlgfpSTQMbDvKO\nLQB14B0VAeti960s3lMutmoPy/URLRtAMCYNl6vxXfMqDaTeBNjv9vxo7O9vnWhKjf2iGk1UFcT2\nwWf3ZB60Zb+p1KggsCrLpzsOPXD92hX5F8BIV4sg5j3Sx7Q9e2taNQ1sOMg7mt+9+sPa946KgI1+\nHzz82D9dmrl3+gQltf2R2/5+tg6iZQMIUuJTh4WnYaUaTVR4IEWrewBw4kTT8vJyKpUCAI/HAwCp\nVAr/RXg8HiyXZVmSpFwup6pqYWJTSgAwliBSqRSVTE5O0kuV3d3dhQU5caJpbGyerk2bMJbkYw+h\nqqooijabrQBxxQVB/r/LXBelFK51U/aKUko5gpAInGrC4bCR/8KIxWLUCSV8cSCbzWqaZqUhFuFw\n2LqYDawPOO/46U/fA3igAH1pqq8trBn98oWpOsCJE02x1es//dOtc3O/ANhVToWTk5PNzc1+v58u\n6KdYLEb/ZrPZmZkZYyxiY/VmAGf/1t1hYx2HNWmAiq7qAUBlvyOFQ6inn4ZjcPm5n/wVAAB0plKp\nWCzGPuoQqVSKvjGNPtnX17cmsaqquVzu+PHj+Pg/fvw4EpjeOzk5yQ4RpqamLAqCPX7iRNOzK9/7\n/M1vYQnXRDabRTbYRgsIksvl+vr62G+Xm8pSWUFIlj+88fVnV76HMbEopXCtm7JnXSnlCMKKc+JE\n079bfp1UMzExgeMnu90+NDSUza6Rig8Gg6qq+v1+v98fi8Xwzal1wMTExPo01IBFkHdI8H30jp//\n/P+30UxtMNjo94c3vg4AX/vaz1jvNnX2+gDK/vmb38JoubCw6HD832XW+eqrr7pcLvaCIMsyXWua\nxv5L4Ca664a+vj7TEk3TiuXHWNU6g0xagu/jKKqyG6Sg4hmp1c3mT+9/5NBf/If/nEq5cAr+wgsv\ntLe3U7ZAVdVMJoMJD1mWXS4X/i1MjDSvvPKKJElIiY/qXC7H3SsIQl9fXy6XYwfOdrvdej4Au/7g\ns89k9tiyY4qRvampqba2tqNHjwLA8ePHs9ns1atXTQXB7z0Gg0Eui2OU5eLFixUXBGX5dMcXHrh+\n7crYTVmWrSsFuaLWTUWzrpShoaEyBWFV45EOa3v2Zsc+/FQmVZvJZDBDpmna7OwsXqDnI8Oqqqqq\n+tJLLyF9f38/xS+KWe3t7XNzczR/wokjzqiwTmJGVVW8va2tzWazsTSUeuRANLquU+dj06IoHjly\npMA5fQ1UHOgdze9e/eFYDgAOHwZgdCRJ0szMjCRJqJRwONzW1gZ5lMgZwwYKVSYo+n2w97F/GpuZ\nnPyId4+OjnLOvnnyJeVjbGze9kefs7+fvTJ2M5X6gXHuQ1ECtRyLxQ4dOoTqnpyc3LdvHxttYrEY\nZu9wtqmqKjeWMoIzLSqn+Gy0PTZwCYIwOTmJD6bJyUkMRMgkABiNNp9QmUyGTZhRid1uh9XFBI/H\nw37pAGlEUcTWuRuRAZb5trY2WZZ1XZckCbuleh6EJv3U4c8KHy7tVfKrT1DVL5urqkqPBLvdThkO\nAAiHw/39/UQmSZIVYqSUJAljGQBkMhl8NBrvHRkZYR/SmqZhTqivr8904F+CLM3NzWz9BQSZnJx8\n/PHH0QRZqTlZ3nvvvQ0RBGFUCte66b3WlVJZQUyRzWZlWT548KCmacFgUNf1ubm5YDDocrlEUcSJ\n0ZUrV9gIQqO9bDbLUrITL2SP6mxubsZf6Ra73X7mzBmOJh+TSGOz2VwuVzAYBIBUKhUOhz0ej67r\nWNLAxoLVIw7NASCVSmUyGVS9UYlGY6gbcN79b//tv+WcfeNYW2+oqoqu6nK5Tp06BQBzc3NoHrIs\nX7t2jYs2LpdLEASXy0UXazZhNC22XSMBF7gA4OrVqziVvXDhAmb9JyYmMGoZazYVysgtWyLLMlVC\ncRI3S3g8nqtXr05OThpv5BwHAI4dO4b1DA0NQY170Aa8tBmLxbBzSyNGHeCzp729HZNAVqryeDzd\n3d3ZbPbYsWOPP/54mQNeSZLQajOZTCaTKUCpqurMzMzIyIhxKY2TpXA9hMoKgihKKUaUppQKCkLZ\nY2w9lUrhCAn5wUHhzMxMKpXKd/jA1NQUSzk7O2ukoVEX3YKdhv2GAYWjMYXH48GGcFUxlUpRapCN\nQQ1sIEiPkiRNTEz4/X521yAYlGg0hrrJ03De/cwzz8BHnX2jGVw/2O32c+fO2Ww2WZYxXEuSdObM\nmaNHj6ZSqbt373LRxuPx0PjD4kAKDKaVyWRwvYLiM0vABS5sFAdSfr9fVdVsNktmydWcT6gCAyms\n31jJ3Nwcynj27FlWFvZGLJFWQdN1HEjVtAdtzEDq3LlzeK2qKpunKUDMUobDYVVVUfcWG6VMps1m\nw+WeMscfLpfr4sWLU1NTHo9HVdXr16/nE2RiYsLlciHPuANJEARTWYwjrXUQBFGUUgjlKKWygoyM\njHAlxBh3weXhAKCvrw9vN96CoH1jpt1Cu0HxG8dWuo4bsKqqSiGDzYo3sIEgPbpcLlqX6e/vp+eB\n6ayDNYZ1Y3UdwHl3CRG4PpDJZDBrQtrHHlBVNZVKSZKUL4YUBc60MpmM3++/cOECjVE4Aq5RmuRL\nkhQMBmdmZii8mBqtUaii2EMcPXo0FotNTEyoqtre3l7ymaE16kFVXNpzuVz0BMpkMqhLHB1zb65Z\nISZKXHMdGRmhSkzv5RCLxShHwq46lSyLLMuyLHd3d7tcLlyVyycIJRvsdjseIZRPlg0RBPIrxUon\nlKyUMgWxCFEU6cmXSqUcDockSalUit1Kj01zlHRoMb2gZFq5IAjd3d3d3d0kbAn4/7f3trFxXFea\n8NEHZcpilxWtkqi76Um8jtVuWk48oxbbCKI12mkuZjOvSKeDiTckFyRiLkgRIEAOhqHwEuIOpOUg\nGs6CwTSWIgF70cSKzCbvphN2NsYg7KjG6yDjbrUm9kR2qahxIkdd3VYyUeRuyqL4pffHEU+ub1UX\nq79IVrOeH0Sz6ta957nno26de6sumhC29eKLLxZcj4UyAW9I+s/HpTKGLQjOu9XOvn0gimJjY2N/\nf39LSwsdfP7550dGRnw+nzra6NdGj9ZYPtfYCzP32WxWc5W3ulE2o+PxeKampjTjuT6pfDE9Pe1w\nOM6cOcOuOs0LpvagMmakcHk4PruQhmgVMwG1bqQwlsQlC8dxUSjA6Oio5rUcjh07dvr0aVzlgDPW\nRXLxeDx9fX2ZTEYURZyVy0WE2kokEocPH8bok4tLNpvdYCKQWylGri1YKUUSMYgTJ0709fWNjIzg\nOk3s/P7+/qGhIVreiM95XMmnn376lVdeAd38HHuJw+Gw2+3sW5nHjx9//fXXjQiJK/FTqRTO8eV1\nrYUNQFNT01e/+tXvfve7OmXUxrBh4pUbnHd/8Ytf5JzdRFMw+UKWZVo2gGuip6amcDmHzWajea7z\n58+fPXu2pqZGHW100NXV1dHR4fF4UqlUNptVp9W5wkNDQ/SWDEEzxOE8CQDQOgedmjVJcYvNAYBd\nbK6G3W7H0STeENlT+hdqEjGdB5Vr0+K9e/d9+FjdxMQC9/EkDul0mj2lU5grqYZ+QwgcsBvREL4L\nve+dxOLuqqXDn8M1/+om0EZtNptxIutyKS0R5FL97pVd9xbu1HkAIF+l6IhXvFLyIoJ4oBopsbjr\nD6rRh2YriURCvWqBLUlv2ehnyyhgccfz/WpUAV1hoXigd+y8d/fDumOw9nZPwchlDOYCRb+Vh6oX\nHj9SZJ+YC52d1VVzb+1ZXqJoyRWg7yHhZ1bwXd3Tp0/TECcvR8YgY3z5VC4UGT3UpNSWvK5tYyVq\nMfJyijJ5EJr0w+9cMtmmxXV1x3DTYjM6IXb6xMQCftm88RO/AnMSgTUuP7nz9CM3rl1+7TZR22y5\nCgTJj18238qqyTVDamHrgLyj5r2rb76eNbt3lARs9Pvg0Se+uO8XsG36BLlHfvOY41baYLQURXFq\naoqWe1vYgiA9PnPcZrJNi//kob2/O/TYn73/7R8d+lqp6t8wkNifeE+6t2v3B7VPmJQIrHH5WOrd\nqqXF33zKDQw7M+IPqvm1dG+nuVVjYdNB3rF76d5vP1UHJveOkoCNfktVe37veHz79AkyfSR57aGV\nZYPRcnl5eXV1Zc+ehzZKRgt5g5T48ffeMdmmxbvuLTxy49qu1YVHblwrRxNlBYm9E+4/tLJsXiKw\nxqVqdXkn3EcK5uUCrGrum141FjYd5B07ACrAO0oCNvpVLS1uKxdDpg9VSrS0gGBM2mybFh85Ui9P\nvnG3DaTJxXI0UVaQ2O76PekDjtt/f92kRGCNi/MrR4Qbc1J8ERh2ZgQJ/9Sz1cr+Q6ZWjYVNB3nH\nvuvS3CXTe0dJwEa/zKOHle9d2T59gkz3/+mn7bdSFRAtLSBIiYeP7jLfpsVtbbCyshKLJQDA6/UC\nQCwWi8fjVLi+vh6PR6NRv9+fyWQkSaLCAKA+YrwkIhaL0ZFQKEQvVfb09OgTaWuDyck//FY3ockl\nL/E0C5ecCMofZX7npRSudeNEchUuhghRYFWzuLgYDE7Q2UAgoP/WcSwWA1X3slAUJZlM6hRQIxgM\n0m/qwOKhliQcDnu9Xo6goijhcJiI55K/AF7bAax3fO1ri7///a1g8P/Df9e1JSiPOW061NEPPsoU\nSYEucZOirQ1mmN8AEA6HiXsgEIDy67RM8WQ7gzVpM21a7Hv3FQAAaIvH4+FwmLUMRCwWo5so3m67\nu7vZwoqitLa2cpdLkpTJZPB4PB5vbW3F49y1iFAoxA4RwuGwQSLY421tQJsWT05qN8Fx0RRPU+Bc\nhUtLhLh8KT393OpP12JiHkrhWtcUz7hSiiHC0mlrg+PLDzYt7u39eSwWq6+vr6+vt9lsJ0+e1K8B\nhdQpkEwm9QuoEQqFUACn03nq1Cn2IwilRTQaxRsYi/Aa8N9c8hfAq+JB3uGDn+Gg/ODBvzRuS1Ae\nc9pcsNHvS+lpPDIwMIBMu7u7FUU5efIkunZ3d/cmi1tSIHfctBij5eHDw5IkBQKBQCBAXlZunW5Y\nPDEIs2uZTNp8mxYfedz73//Tf43F3JhpaGxsbGtr83q9OLiWJCmZTGLCIxqNut1u/MsWxofs9vZ2\nAGhtbQ0EApIkud3ucDjc0NCAJSVJwns/d60gCN3d3ZlMhsbyiqLU1tYaT3tg17vrv5De77g9eV0t\nnpoLllGLJ0kSdwRzV+rC58+fLzkR5OL8SrNwY06aXIxGo8aVAgBs6+pOEAQhF2u1Uk6dOlUkEVY1\nTz17XNl/6Pbk9VgMBEHAarFjM5mMIAiSJEWjUVjLK+BDpCRJ2WwWP2cgSZKiKH6/nytJDXHH2WxQ\nKBRCyySwvGZnZ1EkKtzQ0ICt4w+MwmrBAoHA7OxsNpv1+/3Y/4hoNCpJUq7syOzs7De/+c3h4WGu\nMzV5YRaQHnMpH9nW1pbNZuk5G70PfyiKYrPZkG+uvjIv0Dv2XZfmJldisbcnJ/OwpYaGBqqntOa0\nuaDol7EfViavxGIxQRDQukKh0Le//W1y9qNHj26uqCXH5CTs/9MX7LdS0uSiJEnDw9KFCxfwFIY7\ntjDrPoIgwEf9hU1coUOxlpPJZHRciYsn7e3tuYzw6aefXl5ezhVASEJ1tMEgoBMnsUA4HE4mkxQQ\nTAo06cNHTbhpsSRJaFsAUFtbSxkOAAgGg4ODg1QMo4+6MB0BANSu3+9vaGggjSaTSQxz6mvHxsbY\n+0oymcxkMt3d3d3d3ZwzlIpLLvHUR3IVfv/997cCERKPa13zWuNKKS0RFplMJhaLxWKxYDDodDoF\nQVAUZXh42O12O53OgYEBbG54eDibze7ZswfFDgaD9fX16pII9fFMJjM7OwsA0Wg01zMiRj2v18sV\nptbT6TS263a7MeGBp2prawGgtbW1trbW7XaTzPF4PBqN4hMq0uRalCSptrbW6/Vin+vIDwCzs7NY\n//DwMFvGZrN1d3ezz9moEZzUqK+vlyQpFArl6qtKQl62RB8YK5M5bRHE43FBEILBYDAYbGho+Mu/\n/Muenh5JksLhMDvcrzyw6xAAgJ4MEZz7gMpf1A5FljM/P2/ElSie6BhhNpvNFUDILNXRBoNArmrZ\nKOF2uwVBqGxFF49N2GsP3Y8dJGnC7/ejdSqKwgYaHLxjpGtvb8dslpF2vV5vT08Pzhii6RRB4gHU\nXNTi4XH1EXVhg/F0Y4jkhcKUUioimUyGAlY2m81kMkiH9r/E8QfGwWAwmEwmu7u7L1y4IAjC5OSk\nuiSsdQh7vKGhYWBgoL29PRaL0eoxAmW/kb4gCFxhbD2TyZw7d87pdLK3z4aGBr/fj48TWJiNrfg8\niolDda/SUjbKieaSHzscC+MMRTgcbm9vxyPxePzq1avqjgUAQRDOnTsHAMFgkKuz8lZv5GVLWKwc\n5rTVEA6HBwcHM5nMyZMnkel2GEjpb1TCuU8sFuP8Rf3YA0wU0nclLp6oy1NVaEuaAcTpdKqjDRsE\njEQJayBlBJszkEI7AwCdCQu3233hwoVwOIwD/Bs3blDJYDAoSRKaiMFGaQLL6XT6/f5kMlmq8Qdy\nYYmoxeOO5CqsXrS08URAVykc9Fnro4RE2CnCYDBIq4Xwjuj1emtra5PJJD60AYCiKIFA4O/+7u+I\nMleSamaPk+5isRil7ghjY2Psv1zhWCyGrdMjoPExK5v5UF+FoZCed7nZPY6X+nLqc67z8ZbQ3t4e\nDodDoZAkSTT3xNZpkIKJkK8tQXnMaashEAjgzTUWi/34xz/+9//+3+OyodbW1oocTyOcTieb5QWA\n7u5u1tM59+H8hfUpdCgAYC1Hx5W4eKIuzxmhJjSjjToIrBslLKyLMk7tud1ush6aKlYURRAEsjB6\nnlYXjkajs7OzPT09brc7mUym02kaJieTybGxMapEsyEO4XCYnubZWadScSEiavHUR3IV3gpE4KPv\n6+lfq8N6XS5FEskFDAQ2mw1XdWASiCuDmbBsNhuLxXKV1Dzu9/uHh4fZlTE60CwcjUYDgcDg4GAb\nvQ21HtxuN0ZzeguSra2+vn5sDYIg0EOwfg9QGcq+xGIx2qeZGgqFQvhQOzg4GI1GjdRZSTBiS7BR\n5rSJYH1ZUZRf/OIXbGa0gu+7fr8fF7niv6FQiN0tinOf2tpazl+opNpz83Wlwlxv3Wiz3Ty6fChj\nRsrv98/OzmKigh5nZ2dnuSQh+qG6cH19PS6MxakNvNkDgKIo0WiUFjmOjY1pNsTB6/UODAzEYjFF\nUdxud76JSiNccomnPqJTOJPJbDoRyBEcNa8tWClFEmEhSRJmwun9Glx9lclkcO8np9Opftmtp6dn\nYGDg/PnzAwMD6pKBQICrAQAaGhqCwSAlHvShWdjtduNiI7xJayb/OQQCgZMnTyqKIkkSt+sflwzA\n2T0c2qrlV/cAW6ahoeGZZ56ZmJgAJtFYW1uLd3r0QZxt5/qkwlCYLUH5zWkT4ff7Q6EQLqlxu93t\n7e1kkEV67haHIAiDg4MDAwPIETPudJZzH6fTyfkL/gtaOX5Ne9CBEXdWY91oY7DaClhsXm6Ua9Pi\nh/fW3H38qcnJB8mGXIaC+qN/1YVjsRhmJrmSaug3RLVRUl0fOILf+3Z8afeeZdczuOZfp4l1xTNe\nuLREAKCtDfZc++ddiwt3n6oHgHyVoiNe8UrJiwhiTTWXlnZXkWpytQ4ARgJ9rpLccUVRBgYG6C0e\nfeQqTO/y4KoFg9zJEYwUJhjpAVYF+OjMNoTSsjoy3qumAHrHznt3F454ASCXOeXFuhzmtJGg6Ley\np3rxic9S9ANG+AI81xRoa4Pd8ptVy4sULQEA31vU1D7XD5y/qB2KRb6uVIDrGYk261ZbAS6PJl19\nJWayTYuPHPHipsU697ktC+z0yckHXzZv+uR1MCcRWOMSnX/wZXOiZlKQ/Phl841UDb49R8tLS1jY\nwmaBvGPfdWnu8spGeseWtRA2+mUePeyvuQJmjhh5AbnP3HzwZXOzR0sLCNLj4aO7TLZp8bG9NXcf\nf8r37ivi4y+Vqv4NA4lNGSmTEoE1LmxGyrxc4COqeZCR2jA6i4uLKysre/fuLXlhC5sF8g7KSG1N\nc9pIsNEPM1Kmjhh5AZmyGantw72CQUqsvhIz2abF9+/O379y6T7M379yqRxNlBUk9g64v3vp3pJp\nicAal52wugMAKZiXC3xENasbrJoqgCrD33HLq7CFzQJ5x84N944tayFs9Nt57655w3gBQKa7KyVa\nWkCQEs23aXFd3bG3Jv7hw87qNyf0PsWxNUFiH31uf+qAPf19yaREYI3LZ1qPPXLj2puv3QaGnRlB\nwnt8H1P2HzK1aixsOsg7at67+ubrWTC5d5QEbPT74NEn/uXCpe3TJ8jU/mW341a6AqKlBQQp8Znj\ntjJtWlzizx88ywz2OjurS1v5RoIV3tREoLK4QMXRsbC5sMxJje3cJ9uZewXjo6os/abF5Xprb+/e\nfR8+Vve3f/tbWZYBwOPxAEAikUgkElTY4/HgcVEUfT5fNptlCwOA+ojxkohEIkFHpqen6VMZXV1d\n+kSw3/e9k1jcXbV0+HMTEwvGxVM3jZBlWRAEu92uw6XkRJBL9btXdt1buFPnAYC8lMK1rileXkop\nhgjRAYB9UmJx1wPVjI+PswWampoUReE6sITA7tKpn5PHODVEJBI5duwY2QlWmG8l5UYkEqF+aGxs\n3GxxCgd6x857dz+sO7a0tFhfP9bS0oKfmUin05cuXTI1u8JA0W/loeqFx49MTCyk02l87QvNvjDP\nNQU6O6ur5t7as7x0p86ztLT4wgs/KNIApqena2pqGhsb6QedYgMFBV4L5QCa9MPvXCrTW3slzki9\n8Qa88Qa8As9efOzrExMLfX19iUQiEolwtxYASCQS9AF+vN1yhdPpdEdHB3e5LMvZbBaPJxKJjo4O\nPK7Z0PT0NDtEmJmZMU5kYmJhYmLhtZ1f+N7+FyYmFoyLp9k0AGSz2b6+PnYTGE0uJSeCXH506Guv\n7fwCkspLKVzrmtcaV0qRRIjOxMTC/911nFQzNTXlYVBAnXmBG3qqUaQ8oihymwVNTU3lLWU5MTIy\nIstyY2NjY2NjJBKJRCKbLVHhQO8Q4fMTEwvd3fGpqSnqbUVRRFEsuOa+vr4SybjRoOj3o0Nfw1FU\nb28v+jKSKsxzTYGJiYXv7X8Bo2V3d7wYA0BcvHjR5XKxPwgUKBwOx9DQUDqdLrKtImFei10XaNIi\nfB7g2XKskirjBzlFUXS5XPi88uKLL7a0tNB9RZblVCqFCQ8spi48MzPT1NTU3NwMAB0dHel0+urV\nqy6X64c//KHP58OSeKvOZrPctTabra+vL5vN0m0snU47HI6CH56Mi4dSsU0jRkZGuCyOmssrr7yy\n8UR0lMJxUV9rs9k0iWgqZWhoqIREOLB9S/EIH6Pn5uZ8Pl8mk8GY2NTUZLfb6VQmk2lqahJFMZPJ\n+Hw+ZE1DpaamJgCgkhT1MGMRiURSqZQgCGgGueQhSfAgJpy4OrF7ZVl2OBy5OLIy41WcALla8fl8\ndrudJcX1ANaGBQRBOHHiBBKUZZntNBRDlmVZll9++WX8t7+/n2421ATahk4nJxIJm812+fJlPGVE\nPDZRNz09re7zkgBjEVkCgaMWiUR8Ph/2EuYLOflRNZFIxOFwsBeWQ+ZyY2Zmhrz7+PHjpfVc00Gt\naNYsDx8+zNkJJubxaVOWZc6uKFCkUilRFJubmzmnI0eoq6tbXl42ErI03Qc+6s6gCmtksdswBVs8\nyrhFjCzLFDgcDgdlOABgfHy8v7+fivl8Ps3CNTU1dImiKFjS5/OhHQBAKpWy2Wya146OjrKurigK\n5oT6+voKeMgwLp66aQCYnp5+8skn2XukJpebN29uChGEWilc65rXGldKaYlwSKwBIwjGFEVRRkZG\nMpnM/Pz8yMiIy+VyOBynT5+mUxj+XnrpJbvd7nK5hoaGkNH4+LjH43G5XL29vVTS5XKNjIwAgM/n\nw7iD05RXr16dnp7WkQeboyQWJpy4OkVRxMfT+fn5XOku7iq1AJqtZDKZmpoajpS6tkQigQUymQyK\nlE6nuU5DXL58mR0m0nCZyguCgI+2Op2cSCSGhobwSG9v789//nN98QBgfn4e7USdsSshbDZbf38/\ntkhQU8PbHhJJpVLq7nW5XDab7cCBA9yFZkRXV1dXV5csy5FIxOVyldZzzQW1olmzvHbtGqduNAOX\ny0U/NKtNp9OiKB49elTtdOTF6JhGQhZouQ9Xs7qAvoQW9LEJmxajN677cObz+ShmpVIpOo6WhHG/\npaUFnyCNtOvxeLq6utLp9EsvvfTkk0+ya1AKQC7x1JBl+dKlS6Ojo+qpNI6Lfj2E0hJBGFRKLhSm\nlBISyTX4wNv8+Pg4skOCWNi3Bho1YlRyOBxnz5612+2iKKJGPB4PFsA5LKxkfn4ef585c0ZfHk1e\nXJ2iKFJ28OLFi7loslfpC8DS1yTF1ZZIJEgAHJbNzMxwnYbjp1x7cs3MzLS0tGCFly5d0u9kOgUA\nsixfu3ZNXzwsf/r06ebm5kQiQav3ygHqhMOHD+ei5vP5pqamGhsbMX2l7l7suitXrnAXmncdDA2k\noDwhyBRQK5o1y/v376vVTaMTzWEKDa8xbGpGKvRitDqDIQtU7sO589zcHFfAGkgVg80ZSJ09exZ/\n68xluFyuV155ZWZmxuPxyLJ848YNKjk+Pi7LMpqOwUYpvWm3230+n6IoRTq/jngcpqam0EMwuwsA\nNptNk4t6pLUBRBAGlcKBLZmvUkpLhM11sYMYlggtjnY6nTopjVQqhY9uNKzUHF82NzdHIpGpqSlZ\nlltaWrh8uM7EB9kAd1C/OfUpfQGwFaKvJsXVJssy3ePZWTO20/AIl8gEgL6+vtHRUbY5g/ZDuHbt\n2o9//GMd8WBtPCrLciKRoNRpmdDS0tLR0dHS0kJHOGoul4sma/r7+2VZVnev5oVmBLo5Lonr6Oig\nab7ShiBTQO1HrFnikBqPG1Q3Og4HLlKtW9W63q2u+eDBg9YuxSVEGaf2XC4XrVxOpVIYptPptM1m\n495c0ywsiqIoil1dXS6XC6e9aPicSqVGR0epEs2GOEQiEcqRsLNOBXPJJZ4a9KDvcDhwY0hizXHZ\nFCKQWylGOqFgpRRJJC8IgmCz2XCGgqTKBVEUGxsb+/v72fuoGtPT0w6H48yZM+wioXVBbzJycLlc\nc3NzOgXyEkBdybqk0Izx2hdffBFyd5rP50skEuy7CKg7QRBoCJtIJNbdhY19rWFpaclInz///PMj\nIyNlTUchkDg92GhS8/l8tPAxV/fm2ydbExjr6N9/+qd/2jDP3WrQVDSZZfHqzitS6UtVkpotGESJ\nM1IPPn8Ab+z91b4P/1fdJz8pYqKCFEyrmAnohz6fTxQ/Utjj8fT19eEaYZz2wpK4OuH48eN4+ejo\nqPpaNY4dO3b69Glc0IAz1vpEHrwAvPrTxdtVS53VExNGxVOD2kokEocPH8ahRi4u2Wy2tESQS/X7\n3961unCnsxrgPxhXCgfNfi5YKQUQIToAsG/l9TXVLKx7yYkTJ/r6+kZGRlKplMPhsNvtOhkpl8s1\nNTWFM7Y2mw3HN2rY7XaMnmgA+gI4nU5ciJAr29fU1ITrsYzfmdQC6LTCkVLPhOLbAKlUCuf4QKvT\nsCSuIhoaGkKVybKMc4tseVzerr+SCbM4KM9zzz2nLx7C5/OdP3+eUqclAXrHTrj7YWf1nTt//PGP\nT1FboijiLUdNDQCampq++tWvfve73wWt7vV4PKlUavfu3YlEgrtw64Oi38r71Qud1X/1V029vb24\nFMzlcp04caIwzzUFOjurq27/YM/q0p3O6jt3/vjWrSGafcOV3WpFk1nW1NSo7SQv5BWpCOt6t7rm\nAwcO/PKXv+TKVPBi8wefP4Cflan+cm1aXFd3DDct/ou/eIv9eBKHdDrNnuK+tAQAiUQCM5ZcSTXU\n16qBTwnr2jd2+sTEAn7ZvPETv8J/ixGPhX7hEhIhLj+58/QjN65dfu02/puXUnTEK14pxomwdCYm\nFvDL5qQaI9diEsVI3KfX33CpuE5HKYpiUH56Z0dnnETmtG5tuQTQacUIKbU6dDoN37xTv91mpEMw\n2dPU1JTJZLAGI+Kl0+nTp0/TC4PFg7wDv2xO1qVZWJ+aWn7qunyNfHPBRr8PHn3ii/t+gf9yLMxF\nyiCQe+Q3jzlupSlacvagVjRnlsX3jPFIpSNVATUX0K4pQHp85rjNZJsW4xYxncYSBlsNJDZtEWNS\nIrDGBbeIufzabWDYmREkPG0RY2o62xY4kMrrFXp8sZEW85YE5B20RYxlTmz0wy1itk+fIFPcIsZg\ntCyHWVooLUiJawOp0m9aXJaB1PyOHXsB7sJOH/xMhM+Xqv4NA4m9D1ZXzUwE1rjshdWdAHdgJzDs\nzIhKUo2FTUeFeUdJsJ1dzLKHigRr0nGAZ8swkCrXpsV/8tDeO/Z/u5ree8fuLkcTZQWJ/fD1dxZ3\nVd159AmTEoE1LlXKu1VL9+582g0MOzPiD6p5753FneZWjYVNB3nH7qWFCvCOkoCNfstVD91xPr59\n+gSZ7rpx7aGVJcseKgakxL3X3y79R80BoByLzXGgt/jEZ/3wBjwByuSV0jaxAVhsAz9cmZwEoX5P\n+oC9qeaKSYnAGpeo84hwY0753pW2NjAvF2BUs//Z6vT+Q6ZWjYVNB3nHvutSBXhHScBGv4zzcf92\ncjHkPnPg0/ZbKcseKgZk0vuO7gJYNdOmxQ/vrbn7+FPBYEaSJADwev+wR2AsFuOORKNRv9+vKEoy\nmWRPZTL85VhSfVx9hNqiI6FQiF777Onp0SfS1gYAsPft+NLuPcuuZyYnNZrIJZ6aiFqYXFxKTgS5\n7Ln2z7sWF+4+VQ8AnFJisVg8HqfC9fX1eBzF41rXpJaXUoohQnQAYO/bl5Z2V6FqgsEgWyAQCCST\nSa4D9REOh7m3YwKBQDEvq2NH5SWDhU0BesfOe3cXjngB4NQpKRqNSpLkdrsLsAFFUcLhMP1bpBXp\nIBwOo3WVw8wo+q3sqV584rOTkw+Ok/Nyrp0rhpgRbW2wW36zannx7lP1i4uLf/7n/ycQCBRTYSgU\nEgQhEAjQDzrFBi5Td9rWB5p09ZWYyTYtFh9/aXISuru74/F4OBwmixkYGIjH4/F4vLu7m66SJElR\nlJMnT2JhOqW+XJKkTCbT2tqKlbS2tuYqCQChUIh1bzbArYvJSZicBNy0GOMI1wSJEY1GSeBcRNTC\n5OJSciLI5VV782s7v4CkNJtAxGIxGtlgoGRbz0XNuFKKJEJ0Jifh9d3HSTWhUKiegZFKWPkBwO12\n19fX22y2WCyGlZTq6zhcQxa2GtA7RPj85CQEg5mBgQG32z04OOh0Ok+ePJlvbclkkjWhAmowiGg0\nio805QBFv1ftzTSKIufVdHYCG0PMiMlJwE2LJyeht/fn0Wi0yAqj0ajb7WZ/EChwOZ3OU6dOlW/j\nI4Oo4GCFJm3KTYvRbjDT0NjY2NbWJkmSIAh4JBQKZTIZQRCwWDgcbmhowFNHjx7VvDwej3MlJUlC\nv+VKCoLQ3d2dyWRojK8oSm1trfG0hxEuJAa+r5GLCABwwmgWliTp/PnzG0/E6/Vi5ZIkJZNJzEKR\nz7Ota1LTJKKplFOnTpWQCAe2bykeYVoINRWLxRRFsdls7e3t4XA4mUyGw2F6OqQAF4/HKfcmSRJe\n63Q66ZkbcwxUczabxUdJzGlh/SSJuiELWxmSJNXW1qILBAIBtAG3272u9tlKBEHAI16vNxqNYpST\nJAlvyWgJZJb0m62KbY4t7HQ6MVvGZbk05aFKMIwU2TO54gA6u2YMqVRwxoCpQdRIKBRyu91st4fD\nYcze4dMmmhNbGxsPZ2dn29vbWVNhje3pp59eXl5GLQcCgdnZ2Ww26/f7sUIjJqpphGwEs4JVwSjj\nl81x2IS/a2trJUmKx+OCIASDwWAw2NDQgGclSfL7/T09PT09PZIkhcNhtAz15ViyoaGBNJ1MJjFI\ncSUBYGxsjL1JJ5PJTCbT3d3d3d1dwEOGuona2tpYLBaNRkOhEHpRLiJqYagwx+X999/feCJ0KhgM\nDg4OsuJxrWtSM66U0hLhEFsDRhCMKclkcnh4OJvNvvbaa5gnkCQJg50gCFxE40DX2mw2SZKCwWB9\nfb3b7cYcA56tra11u93Dw8PhcJitHwvguH/dhixsHbjdbkmShoeHcQDU09ODR/S1z1WSyWTQFIPB\noNPpFARBUZTh4WG32+10OgcGBljTUlfFNccWxmhTX1+PTcCamakroRZtNltJ0gys86qdnYqxMaQi\noTaGTCYzOzsLANFodG5ujut2igD6oQBHUV6vlzMVYAJRNptFLQNAa2srqhvLGDFRTSNkC1jBqhhs\n9F574XB4cHAwk8mcPHnywoUL3KMSd5PWBI5aME61t7e73W6Dt2Gv19vT06MoSmtrK9pTMURsNpvT\n6cTnDPXcthEioOJiMLVbWiIIlNbIk6smtcKUUkIi3LQpAbNiOLgRBOHcuXN43EjIoIwaAJw7dw7z\nAaQjr9eLY0186OTqpxqs2GQiCIIwMzMTjUZjsdjf/d3f1dbWfvOb33Q6nfra5yrJZDJkjdlsNpPJ\noL/QfrFXr15lTYurSt0cFcaMBaZ/OP/iKgmHw+3t7XgkHo9zqzOLhNrZ8bjxGGJeqLXT0NAwMDDQ\n3t4ei8Xu37+v7naKAJqhgIa52JPBYJA1FRwuowHEYrGGhga/3+/3++lBFwdSRkxUbYRcAStYFYON\nHkgFAgFUXiwWw6QFpXOcTmcgEAgEAq2trWhALG7cuEE32mAwKEkSmo7Bdin57HQ6/X5/Mpkscvwx\nOTnp9XrxyWxgYOB//+//nYuI5jBLk4t60dIGEEGEw2EaBKjnDtjjLDVSH+SvlNISYXNdrPHgAxxO\n54VCIUmS2tvbDeau8VpgHubYmwT7u7D6LWw1oOWQ+gYGBnDmWl/7HNgJ62AwSCMtHF15vd6DBw+S\naamrUhsbFWZ3tuauUstD3lSO1e6azs7GkEqFWjsU9nGgk2+3j42NqQ+SqdTW1iaTSdZaDEoFOUyU\nNUJr0+ISooxTe263m1SFr5awRxRFwQVStCiHfcbCoTF7eTqdpuFzMpkcGxsjS1U3pBYmHA5T/eys\nU8Fc2LPZbPby5cu5iKhrI9Ycl80igrqg/mTf1+PE5qjlImKES5FE8gJOv547d25wcLCAacRoNBoI\nBAYHB9vw3Y9S129hi4B75w5tcl3t6wBnvmw2G64N7enpWffupdMczjMC89JcLthsNsqKxWKxde/E\neUHt7KCKIZUKTe34/f7h4eGGhobiuz0vU9GXqiQ1WzCIcm1a/PC7NXf/51OHDs3iswuuwPX7/aFQ\naHh4WFEUnDaORqMYrQKBwMmTJ2l1J2J29g+Xo6MCgKIo0WiUFjuPjY35/X62pKZgXq93YGAA19Bg\n5fpEHrwAvPrTpdt7lttgcpJvoq2trbu7G1/Tw5UQuYho1p+LSyaTKS0R5LInPb1rdeFuGwD4OaUA\nwOzsLFeP5rBGTY3UV4BSCiBCdABg7/LrS7erltuA3irSQW1tLUY6nBwBgLyWVbrd7lAohKuvBEFQ\np0vV9ROs9ZtbHOgdO+HuQhsABA4fllpbW71eLyZccWSsr30OkiThfI0kSZi+xbWAmUwGY8XBgwfV\n+8USOGO7evUqnWIdUP+t0kAgQC2yaRLjfQIAe1d/upKuXlS5mNrZvV6vOoaYFG1tsPv2D6pWF++2\nwfz8U7duSTT7hiu7OWPwer0NDQ3BYPDcuXO4NKrgboePKs7pdDqdTiPvZq4boNQ1axphBQerB58/\nMN2mxUeOeHHT4lOnJO5JBZ+l0OtQqXQKR/FcYbycK6kGO1GYC+r6NYGdPjkJ7vo96QOOpk9ex3/V\nTWC0dbvd6xJhoc+lhESIS3T+iHBjToov4r9qpRgXj226eKUYJ4Ig1Tz1bLWy/xCpZl1glKG2WCM0\nAvouFC5BUAvM1U/ItyELGwnyjn3XpbnLK/jvX/81r8p1tW8Exi1Bv7lYLGZwKVK+zoVgo1/m0cP+\nmitgzMUqAMh95uan7bdSFC3V40hOO4qiDAwMXLhwAQsU1u0sCggaBk1Uv+ZKDVakx8NHd5ls0+Ij\nR7zy5BttxhIGWw0kNg6kbv/9dZMSgTUuzq88GEgBw86MIOFxIGVq1VjYdJB34EAKTO4dJQEb/TKP\nHsYPfG+TPkGm+//0wUAKDNgDJixpjbmFLQhS4tpAyjybFj+8Y8e9nbufW/3pazu/UKr6Nwwk9t6V\npVXYcW+XWYnAGpeHVpZ3wv27u6qAYWdGVJJqLGw6yDt2wP0F83tHSbCdXayAaHn/PgDc37FjxwaJ\naCF/kBKrV5ZMtmnx53ZVpfYfWrxdldpvL0cTZQWJ/di/3ljYuSv9MbtJicAaF8fv0w+tLKc+ZgeG\nnRlRSaqxsOkg79izslQB3lESsC52b9fu1HZyMWRqv5WqXl2x7KFiQEr89L/+2mSbFi8d/lwjvAGf\ngPSE3tslWxNLndWN8KuJiQXHc/vTB+yNn/iVSYnAGpef7Hv6kRvX0t+XOjurzcsFGNU4fR9L7z9k\natVY2HSQd9S8d7UCvKMkYKPfB7VPNO77xfbpE+Qegccct9KWPVQMyKQ/edxmsk2L9+7d9+FjdX/7\nt7+VZRkAPB4PlUkkEtwRURR9Pl86ncaFcnQqm81yl2NJ9XH1EWqLjkxPT9Nrn11dXfpEOjurAWDf\nO4nF3VVLhz83MbFgpNFcRNTC5OJSciLIpfrdK7vuLdyp8wAAp5REIoEaQXg8HjyO4nGta1LLSynF\nECE6ALBPSizueqCa8fFxtkBTU5OiKFwH6iMSiaRSKa4Su73wJ1HsqLxksLApQO/Yee/uh3XHAOCP\n//hbdMrhcDQ2NhZWrakNgKLfykPVC48f+c//+aeaIYILaJWBzs7qqrm39iwv3anzLC0tvvDCDwq2\nAcT09HRNTU1jYyP9oFNs4KJetVAOoEk//M4lk21afPGxr09MLPT19SUSiUgkQhYzNDSEd+6+vj66\nSpbldDrd29uLhemU+nJZlrPZbEdHB1bS0dGRqyQATE9Ps/4/MzNjnMjExMLExAJuWjwxsaBugsQQ\nRZEEzkVELUwuLiUnglx+dOhrr+38ApLSbAKRSCRow1EcA7Gt56JmXClFEiE6ExML/3fXcVLN1NSU\nh4GRSlj5AcDlcnk8HkEQ8N7g8XhqamoKkG3dhixsNaB3iPB5tCvWlkRRVPuIQSiKwvm7iUDR70eH\nvoYuRqAQoQ5olYGJiQXctHhiYqG7Oy6KYpEVXrx40eVysT8IZGwOh2NoaCidThfZVpGo4GCFJm3K\nTYtFUXS5XJhpePHFF1taWmRZttlseGR6eho/1IvFZmZmfD4fnjp+/Ljm5YlEwuVy/fCHP6SSeKvO\nZrNcSZvN1tfXl81m6baaTqcdDofxtIcRLiTGl770JSqjJoJyssJQYY7LK6+8svFEaPAhy3IqlcIs\nFBbjJNekpklEUylDQ0MlJMKB7VuKR5gVmJub8/l8ly5dSqVSgiA0Nzdj/ikSidDTIQW4S5cuUe5N\nlmW81m63U94OM1VUcyaTwQ7EOrF+kkTdkIWtD9aWpqam8Me6BoAFBEE4ceIEfeQJc65sAQBAv95w\nWoVDHSLUAW37gLOESCRy7NgxzF5PT08fPnyY1XIkEsHEPD5tyrLMjaWoD1OplCiKzc3Nsizj6I2z\ntLq6uuXlZTS5pqYmURQzmYzP58MK17VPAGBrBgDNCGYFq8JQxi+b47AJfzscDlmWE4mEzWYbHx8f\nHx/3+Xx4lkYkXV1dsixHIhG0DPXlWNLn86EdAEAqlbLZbOqSADA6OsrepBVFyWazfX19fX19BTxk\nqJtwOp2YjpqennY4HDpE1MJQYY7LzZs3N54InRofH+/v72fF41rXpGZcKaUlwiGxBowgGFMURRkZ\nGclkMq+//jqmmq5evTo9Pe1yuWw2GxfRONC1NTU1siyPj497PB6Xy9Xb20tn7Xa7y+UaGRmJRCJs\n/bCWkDDSkIWtiXQ6TY8T6xpAIpHAAplMZmRkBGsQRZEKpNPpkZERl8slCIJ5n/spRKgD2jaB2hLm\n5+cxfImieO3aNU7LFAH0QwEa29GjR8lOHA7H6dOngQlEaFo4YnvppZfQtIaGhjSl4uwTm2BrVhew\nglUx2Oi99iKRSH9/fzab7e3tffnll7knM+4mrQm0JIxcLS0tLpfL4G3Y4/F0dXWl0+mXXnrpySef\nLGYFDADU1NTg+EDzycwIEVBx4Zbp5EJpiSBQWiMPyprUClNKCYnkmmXArBgObmw225kzZ/C4kZBB\nGTWHw3H27Fm73S6KIunI4/HgWDMSiczPz3P1Uw1WbDIdaKCTSqW+9a1vgQEDSCQSlNxFY+MKzMzM\ntLS04L+XLl0y4+oi4yGigqG2BJ/Pd/r06ebm5kQicf/+fbWWKQJohgIyNgyb4+Pj2MnYzxjWMBAl\nEgnfGuhBFwdS69onAMzMzLA1z83NcQWsYFUMNnog1djYiMpLJBKYtKB0Di7tbGxsxNU23IU3btzA\nkgAwPj4uyzKajsF2Kb1pt9t9Pp+iKEWOP3B6G7OgQ0ND3//+93MR0RxmaXIxsiCj5EQQkUjk7Nmz\navHUYrPUSH2Qv1JKS4R9PmaNB8XD6bypqSlZlltaWgzmrolaKpXChzn2LsL+Lqx+C1sTo6Oj+AMH\nQF1dXesagCzL5OY0t8uNOcicNJ1r64MNEdsWakvAqIXzLT6fL18tk7GxoPex8LPp61a1rn2qa7Y2\nLS4tyji153K5aOVyKpXCxCN7BBdI0aIcNoeBQ2O28M2bN2n4nEqlRkdH6b6rbkgtTCQSofrZWaeC\nubBns9nsW2+9lYuIujZizXHZLCLpdNpms1F/su/rcWJz1HIRMcKlSCJ5Aadfz5w509/fX8A0oiiK\njY2N/f39LS0t5ajfwtYE3cDWNQCXy4WZgGw2++KLL6oL4HsM+DuRSJhuc18uRGxbaFrC888/PzIy\n4vP5itcybnGNiygofhYmVUlqtmAQZcxI+Xw+fO0FH9PxyNTU1MjISCqVwmljURTxDtrU1NTb25tK\npXA5Hp2ly3HgBWuL8mix8+joqLohNY4dO3b69OlEIkFNF8mlpaWlr68PV186HA5KmaqJaFaYi0s2\nm91gIsAsLefE46CmRuorQClFEskLdrsdI50oiihMXssqXS7X1NRUKpVCI1SnS9X1E6z1m6aGKIpd\nXV3rGgC+S5FKpXCOT13PiRMn+vr6MPTh6wsbIn7JoA4R2wSyLNPsG67s5iwBJ8jOnz9/9uzZmpqa\nIrXM2onD4bDb7fi5GX2sa5/qmg8cOKDetNgKVgWjvN+RmphYkGVZEATWpHCBM7plOp1mT+EoniuM\nl3Ml1VA3pIa6/lxQf0dKswmc3nK5XOsSYaHPpbREQPUdKU2lGBePbbp4peRFBKH+jpSRq3AROrXF\nGqHxyz0eD74SqBaYq5+Qb0MWNhjcd6RymdO6BgAGjLkAa98UcN+RMuhilQH2O1KgZQ9qS0in06dP\nn3755ZexQPFaLiBoGLHPdWuu4GBV7u9IlXivPQB44w2I7dhRV3fsWXgDcgemrQzs9ImJhaPP7U/h\nl83NSQTWuPzkztOP3Lh2+bXbRG2z5SoQJL/H9zEFv2xuZjoWNhfkHTXvXX3z9azZvaMkYKPfB48+\n8cV9v4Bt0yfIPfKbxxy30gajpSiKU1NTtMbcwhYE6fGZ4zYbrAK84fV6TbBpcWzHjs/t3qPsP/SV\n2z/43v4XSlX/hoHEfrCh2wGHSYnAGhfca+9XBx8Fhp0ZUUmqsbDpIO/Ys7J0/eAfgcm9oyRgXQz3\n2ts+fYJMca89g9FyZWX1/v37u3fv2iARLeQPUuKn//XXuJjJHJsWPwWwZ2W59oOb+LccTZQVJPZO\nuF+9umJeIrDGpWp1eSfcRwrm5QKVpRoLmw7yjh0AFeAdJQHrYg+tmjiMF4A1e1ipjGhpAcGYNLxR\nju+al2kg9TbAkaeOyZNv3G2DtyfNlxMmsd31e9IHHLf//rpJicAaF+dXjgg35qQ3FoBhZ0aQ8E89\nW63sP2Rq1VjYdJB37LsuzZnfO0oCNvplHj2sfO/K9ukTZLr/Tz9tv5WqgGhpAUFKPHx017OwWo4m\nSjyQotk9AGhrg5WVlVgsAQBerxcAYrFYPB6nwvX19Xg8Go36/X48GIvF8CAAZDIZSZLociqpPq4+\noq4tFArRa589PT36RNraYHLyD7/VTWhyyUUEIUmSIAj0Tqwml5ITQfmjzO9ilKIoSjKZ5MTLSynF\nECEKnGrUNWseURQlHA4HAgFSAXLXbBqZchWyZ2OxWCAQ0DmCCIfDsVgMALxer/qshU0H5x13794N\nBl+WJMntdrOmYhB52diWhdrFOMcvzHNNgbY2mGF+g5YL6weH4hEMBuk3BWQLxYA1aYCSzuoBQGm/\nI4VDqGefhZfgDd+7rwAAQFs8Hg+Hw6xlIGKxGLki3m4BIBQKsTf17u5u7nJJkjKZTGtrazwej8fj\nra2tuUqqawuHwwaJYI+3tcFzqz/9yu0f4BHNJjguuYgAQCaT6e7uxmCkw6W0RIjLl9LTz63+dG3Y\nUaBSFEU5efIkXtvd3a1PRJNLMURYOm1tcHz5dVKNumbNI8lkMhQKzc7O0pFgMBgKhfKVAauKRqP6\nRwBgeHhYkqRAIBAIBMLhcAF8LZQV5B0++Bk+YywsvOh2uwcHB51O58mTJ/OtMC8bY51o64CNfl9K\nTwPAX/817/iVasnI/Su3f0DR8vBhDRdOJpNcbCktQqFQfX19fX290+k8deqUkS8glBVb01CNg0za\nBz/DUVRpF0hByTNSa4vNnz3yuPe//6f/Gou58XmlsbGxra3N6/Xi4FqSpGQyiQmPaDTqdrsBoLu7\nO5PJsMknt/sjl8fjcbfbHQ6HGxoa8LgkSXjv50oKgsDVpihKbW2t8Ycn7Hp3/RfS+x23J6+rhVFz\nyUUEMTw8XF9fT/9iYY7L+fPnS04EuTi/0izcmJMmF6PRaMFKYaU9evSoDhFNpZw6dapIIkQHAJ56\n9riy/9Dtyeug1eGaKgAAt9sdjUbb29tRAKfTSeNFysyx6QR89JQkKZvN5vtoKEmSJEkXLlzAfwVB\nUI+0LGw60Dv2XZfmJldiscTkZC26QCAQUBQFU1OcbehbRS4b4yoJh8PJZBLTV5IkoW2Q7VFhDAIb\n3ycA4K7/QsZ+WJm8Egx+xPEL9lxTYHIS9v/pC/ZbKWlyUZKk4WE9F1arKRwOK4pis9na29vZxBUq\nmiynoaEhk8lwSmfBxsnZ2dn29nbOSKiqp59+enl5Ga0xEAjMzs5ms1m/348BfF3TzVUtFWANtYz9\nXmagSR8++nnbg6m9Un71Ccr6ZXOcycLftbW1dMcCgGAwODg4SMUwco2NjbHOqb4cSzY0NJBGk8mk\nIAiaDXG1JZNJzAl1d3cXcD8zwiUXEQAIhUJut7u2tpatUM3l/fff3wpEcnHp6enp6emRJCkcDqOX\n5iKiqZTSEmGh7nD1EQROrSLr2dlZilaSJAWDwfr6erfbjXkIfOhMJpPDw8O1tbVut3t4eDgvqbiJ\nRRpWWtiycLvdkiQNDw9Ho9FMJtPT04NH1LahYxWaNqauxO12C4LgdrsVRRkeHna73U6nc2BgAADo\niM1m2wrJAM7xS+i5Wxz6LqxWE04C1tfXS5IUCoXYxBV2FFpONpudn5/nlK4JHEV5vV61kVBV2WwW\nrREAWltb0SyxzLqmm6ta1rbJUEvfvxWEMg6kcgG9seDHLKfT6XQ6Y7FYa2tre3u7cQV7vd6xsbHB\nwUE0oMJa52CEiyRJ8Xgcn1A5cFwOHjxopNHNIoLgBlKIwpRSDiJGGsWgxi4Cczqd586do3VgXHm/\n3+/3+9lxsBFY+zCYDoIgzMzMYAqqtbUV85qatqFvFWobU1dC9yf0JpvNRrmocDjc3t7u9/vb29sF\nQcAFOpsO1vE3xXM3HvourFYT7l4nCMK5c+c0Az6sjcZ+/OMfc0rniuE4dXh4GMOp2kioqr179zY0\nNPj9fhz3o1miUtY1Xc1qOdu2BlJGsNGbFgNAOBw+d+4c/pYkyeByzhs3blDJYDAoSdK5c+eMLwWl\nCSyn0+n3+5PJZEm2uyIuOkQwHYUyk6dpclEvWtp4Ijpc8DguF2htbY3FYrmIGGmxTETWhd/vb21t\nxTw2DRzpyUw9lCxmxM8m/ACgu7t7bGyssNosbADwRkK51YGBAZy5VtuGvlWobUzHwBCYuvB6vbW1\ntfF4nHxhK+zKxzk+3rNhwz1347GuC3Nqam9vD4fDoVBIkqT29na2W2iHYHbkzSqda1ozULDlk8nk\nuo92mlantkCu2o2fSq4AlDEj5Xa7yXpoqlhRFPWba0YuT6fTWBKnbMfGxqgSzYY4hMNhykKzs06l\n4qJDpL29nVYOOp3O2tpaKsxx2QpEdLhEo1E2k48rBgpWSpFECoYgCF6vNxQKcS8eBgKBwcHBNvY9\nwOLg9/tjsRi7Zr+sGzNbKB74zh39izZZgG2obUynEpvNJggCTp+hy9hsNpoSisVi+aZCSw7O8ROJ\nxKZ47sZD34XVagqFQpgEGhwcZHuM3l9mr+WUro98yyPWNd3CqrWgRhkzUn6/f3Z2FhMVlOecnZ3l\nkoS5/JC7HG/2AKAoSjQapcXOY2Njmg1x8Hq9AwMDsVhMURS3251votIIl1xEqAwulsehRi4umUxm\n04nk4hIIBE6ePEkrcHFRbcFKKZJIMcCmRVGkI263OxQK4UJLg5MpkiTR+hW/348Pr+wRDGEDAwNI\nDdN1ZWBjoWTAdd+tra1erxcTrnhHzNc2QGVjagPzer20hhfnEHFlOuZ+6EhDQ8Om53s4x3/hhRc2\ny3M3GGgAuVxYraba2trh4eGGhgZcHo7/glaOX610fUnU5dkXwHNh3bBmsNoKWGxebpRr0+KH99bc\nffypyUn+40kcUH86FdLlxkvqlMHnBiOBCUfwe9+OL+3es+x6Btf86zSxrnjGC5eWCAC0tcGea/+8\na3Hh7lP1AFCkUtimi1dKXkQQa6q5tLS7ilRTPOgVG1peUJp6AfCWXMH3G1MDvWPnvbsLR7wAMDn5\nwBJYsyyJbagrwSwF3aSBeeiCglyjVKDot7KnevGJz6KLcfJsonhlRVsb7JbfrFpepGgJui7M9QNn\nPJiLyjWlq1a6PvItD8ZMd91qC2h3qwFNuvpKzGSbFh854sVNi0t1n9tIYKdPTj74snnTJ6+DOYnA\nGpfo/BHhxpwUXyRqJgXJj182N7VqLGw6yDv2XZfmLq+Y3TtKAjb6ZR497K+5AtumT5D7zM1P22+l\nKiBaWkCQHg8f3WWyTYv/5KG9t+z/9kvp6VftzaWqf8NAYn/8+jv3dlVlHn3CpERgjct+5d2qpXu/\n/XQdMOzMiD+o5r137u00t2osbDrIO3YvLfzrp58Ck3tHScBGv6Wqh247H98+fYJMhRvXHlpZqoBo\naQFBSjx4/W2TbVq8696C7ddzu1YXbL+eK0cTZQWJvRPuP7SyZF4isMYFNy1GCublAqxq7pteNRY2\nHeQdOwAqwDtKAjb6VS3d21YuhkwfqpRoaQHBmLTZNi2uq/O8NfEPdzqr/2nidjmaKCtI7KPP7U8d\nsKe/L5mUCKxx+UzrsUduXPun124Dw86MIOE9vo8p+w+ZWjUWNh3kHTXvXX3T/N5RErDR74NHn/iX\nC5e2T58gU/uX3Y5b6QqIlhYQpMRnjtvMt2lxZ2f1yspKIpEAAI/HAwCJRAL/RXg8HjwuiqLP58OD\niUQCDwJANpuVZZkup5Lq4+oj6tqmp6fpDc+uri59Ip2d1RMTC/Rb3YQml1xEELIsC4Jgt9t1uJSc\nCMr/E+Z3MUpJp9O4aJEVLy+lFEOEKHCqUdeseSSdTs/MzDQ1NZEKkLtm08iUq5A9e+nSpcbGRp0j\niEgkQr2tPmth08F5B2ipTG0M+uZhduRyMS6Ccf9WBjo7qyNrv7/+9Z3z878H2FtMhdPT0zU1NY2N\njfSDTo2Pj9NvCrwWygHWpM20afHzv/ofAADQlkgkIpEIazGIRCJB343F2y0ATE9Pszf1vr4+7nJZ\nlrPZbEdHB94COzo6cpVU1zYzQ7t6rwPs8c7Oatq0eGJiQbMJjksuIgCQzWb7+vrYrwBrciktEeLy\nZ+9/+7nVn67FxAKVkk6ne3t78dq+vj59IppciiHC0unsrP53K6+TatQ1ax5RFGVqaor96sH4+PjU\n1FS+MmBVbD2aRwBgZGREluXGxsbGxsZIJBKJRMDCVgJ5hw9+ht7xmc+cVatMURTOlioYbPT7s/e/\nTUe4CKYOaBUAZIqbFnd2Vi8uLjmd/2+RdV68eNHlcrE/CFNTUzh+cjgcQ0ND6XS6yLaKBBvVKwlk\n0ubbtLjusWPf+o//JZFw4eP+iy++2NLSQoNuWZZTqRQmPERRRPPq6+vLZrNs8snl+sjliUTC5XL9\n8Ic/9Pl8eBxv1dlslitps9m42tLptMPhMJ72wK4/+twXUvvt6QlJLYyaSy4iiJGRES6Lo+byyiuv\nlJwIcvlM69ceuXHt8sRtURQLVsrMzAxJe/z4cR0imkoZGhoqkgjRAQCP77iy/1B6QtLscE0VAIDL\n5bp48WJzczMJQONFysyxKStMPMzNzWUymXwfGWVZlmX55Zdfxn/7+/vVIy0Lmw70jpr3rr45kZVl\neWQkp8owgcqZAZqNIAgnTpyw2WxkRei8G8ylVKDo98GhJ/5l4hIe5CIY92/FYGJiwf7lFxy30pcn\nbicSP1c/Z3GBIhKJHDt2DCPG9PT04cOHWQOIRCKYmMenTVmWubEU9WEqlRJFsbm5WZZltDqsn0JQ\nXV3d8vIyxqKmpiZRFDOZjM/nwwo5qTQDF1szAHAFIpFIKpWKRCIVmThHk37muAk3LZZlmUIJe8cC\ngPHx8f7+fiqGN+/R0VH2tqq+HEv6fD60AwBIpVI2m02zIa42RVHwEaqvr6+A+5kRLrmIAMD09PST\nTz7pcDjYCtVcbt68uRWI5OLS1dXV1dUly3IkEqFwYFwppSXCQt3h6iMIm81GrEVRpCgmy/L4+LjH\n43G5XL29vbCWhFAUZWRkxG63u1yukZGRvKS6fPkye6ehYaWFLQsdlYmiyJoBmkcikUCzyWQyIyMj\n6XR6ZGTE5XIJglBhD/dcBFMHtG0CdaCYn5/H8CWK4rVr1zgDcLlcNpvN5XLRD81q0+m0KIpHjx4l\nE3I4HKdPnwYADEGZTAZtDEdsL730Elrj0NCQplTqwMXVrC6gL6EFfWzCpsV4Gy74cc1ut9vtdpxC\namlpMa54j8czOjr6jW98A0NeYa1zMMJFluVLly5hFoQDx+XAgQNGGt0sIghuIIUoTCnlIGKkUQx8\nFy9epEVgDofj7NmzeBNNpVJceRwp5nvbsLZcMB10VKZpBolEAnO6XV1dTz755MzMTEtLi8/na25u\nxuzUhkhddnARTCegVTzUgcLn8128eBEAEonE/fv3OQNYdyCFT5J/8zd/g2FzZmYGS6KZoQnhgP7h\nhx9GC+zq6nK5XPgbZdAMX5zFcjXPzc1xBayBVDHYhE2LI5HI2bNn8bcsywbvTzdu3KCS4+Pjsiyf\nPXvW+DpHSm/a7Xafz6coSknWSBIXHSJTU1MulwtlxhVIZM0cF/WipY0nosMFj+PyEVwRlYuIkRbL\nRGRd+Hy+jo6OpqYmh8NBA8dUKoWPa+qhZMEjfi7hBwB9fX2jo6OF1WZhA6CjMk0zkGWZMljNzc3j\n4+PkDpWUreEi2HvvvXfkyBE2oFXkHJ8m1IECo5Ysy4lEgh1nGzQAzYBA7zrglh7rVqUZvjQtlmo+\nePCg9aRXQpQxI+VyuWjlciqVote+bDYb9+aakctv3ryJJXEqd3R0lCrRbIhDJBKh+SN21qlUXHSI\n0Dokh8OB+xlRYY7LViCiw0UURXYOzmaz5SJihEuRRAqGzWbzeDwXLlzglqw1Njb29/e3tLSUqiGf\nz5dIJNg1++ZdNLNNkK/KXC4XJgCy2eyLL74oCAJloRKJRMVsn8JFsK997WtcQNtsATcOmoHi+eef\nHxkZ8fl8xRuAIAg2mw0XUVD8LEyqktRswSDKmJHC9df44EIKplXMhFyhirscV97A2qI8Wuw8Ojqq\n2RCHY8eOnT59OpFIpFIpTLSWnEsuIlQmkUgcPnwYhxq5uGSz2U0nkotLU1NTb29vKpXCJZMul0sU\nxYKVUiSRYuDxeIaGhl599VU64nK5pqamUqkUmpmRSRlZlmkdDD6JckcwtA0NDSE1WZbPnDlTBjYW\nSgabzZaXyvAVilQqhXN8Pp+vr69vZGQEX9qomO8CcBGMnkDYgFap4JxaHShwguz8+fNnz56tqakp\n0gBOnDhBNTgcDrvdbuS9SCPhi6v5wIEDv/zlL7kyFbzYvNwo16bFe/fu+/CxuomJBf1vjaTTaX1r\no8uNl9Qpg08JRuwb34Xe905icXfV0uHP4Zp/nSbWFc944dISAYDOzurqd6/surdwp84DAEUqhW26\neKXkRQTxQDVSYnHXH1RTPOjLQLhaq4S3B5wDtRYfbE2gd+y8d/fDumOw9nZPXirjbLgAk95qoOi3\n8lD1wuNHSuVipkBnZ3XV3Ft7lpcoWnIF1IEinU6fPn2aXvYs3gAwJ5pXxDAYvvRrLqBdswBN+uF3\nLpls0+K6umO4abEZnRA7fWJiAb9s3viJX4E5icAal5/cefqRG9cuv3abqG22XAWC5Mcvm5taNRY2\nHeQdNe9dffP1rNm9oyRgo98Hjz7xxX2/gG3TJw++yPqbxxy30gajpSiKU1NTmI/cICkt5AnS4zPH\nbWXatLjEa6RY4Uzte6zwpiYClcUFKo6Ohc2FZU5qbOc+yZf7k08+2d/fb42itjg+qsrS77ZX4owU\nDqTmd+zYC3AXdvrgZyJ8vlT1bxhI7H2wumpmIrDGZS+s7gS4AzuBYWdGVJJqLGw6Ksw7SoLt7GKW\nPVQkWJOOAzwL4PXeL21GqlybFh/bW7Pj8ad2vFuz4/Fj5WiirCCx778dX969Z4frGZMSgTUuq9f+\necfiwo6njgHDzoxgVHNpeXeVqVVjYdNB3gH37u44YnrvKAnY6Le6p3rHE5/dPn2CTJflN6uWFysg\nWlpAkBJXr8RKn4zCJsq0RurIES+ukZqcLFX1G4e2NgCAyUlw1+9JH3A0ffI6mJMIrHGJzh8RbsxJ\n8UWiZlKQ/E89W63sP2Rq1VjYdJB37LsuzV1eMbt3lARs9Ms8ethfcwW2TZ8g95mbn7bfSlVAtLSA\nID0ePrqrTGukyvXW3sN7a+4+/lQwmJEkCQC8Xi8AxGKxeDxOhevr6/F4NBr1+/14MBaL4UEACIVC\n9MWLnp4eKpnJfKRaAFAfMVKbDrDr974dX9q9Z9n1zOQk34QmF+NEcnEpORHksufaP+9aXLj7VD0A\nFKMU40RycSmGCNEBgL1vX1raXbXseqapKcy9IRwIBPS/4KIoSjKZ5HpYXSYcDrNVYUfpyxkOh71e\nr37r4XA4Fotls9n6+vpAICAIgo6EoVBIEIRAIKCuAQC8Xi93ykK+QO/Yee/uwhEvAExO5te9uWyJ\najAigxGz2UhQ9FvZU734xGdxJKFmJEmSIAhbR+ySoK0NdstvVi0v3n2qfnFx8c///P8U6WLkwmpf\nDgaD9JsCr4VyAE26+kqsTG/tlX6x+RtvwCvwrPj4S5OT0N3dHY/Hw+EwazEIvJfgb7zdAkAoFGJv\n6uFwmLtKkqRMJtPa2hqPx+PxeGtrKx7XbGjd2nQwOQmTk/Dazi98b/8LGEeMcDFOJBeXkhNBLq/a\nm1/b+QUkVYxSjBPR5FIkEaIzOQmv7z6OqnG73fX19TabLRaL1dfX42/9GpLJJCtGrjKhUGh2dpaO\nBIPBUCikf1U0Gk0mkzoFhoeHY7FYIBBoa2tTFOXUqVP6EkajUbfbzdUgSVIgEAgEAuFwuLA+tEBA\n7xDh82hX+XZvLltCXzAow7pms8Gg6PeqvRmj38DAADLq7u7GMplMpru7e0uJXRJMTsL39r+A0bK3\n9+fRaLTICsmF1b4cCoUwZDmdzlOnThn5ZFRZQcqtPKBJi/B5gGfLsdi8jB/kRLvBJ/jGxsa2tjav\n14uDbkmSkskkJjzIvLq7uzOZDI3KFUWpra1lEwBYMhwONzQ04HFJkvDezzUkCMK6tZWci3Eiubic\nP39+KxCBHEoxTkRTKadOnSohEQLFpng8TpVTmg1TSuwTfygUokuoGHY1ZhckSWpoaMCao9Foe3s7\nSut0OnFwyVWOnSBJEvtoLkkShmA2p4U9E4lE8F+v1zs8PIw1c5JggXA4jFk9EliSJEmSLly4gP8K\ngkCBPheXbDYbCARmZ2ez2SwmDgVBQAWRbBwj9lp8UOY6EPuk8mCke7ku+vjHP44FwuGwoig2m43t\nHHyEwEuMmM3WRCwWEwQBXTUUCqEJDQ8P19fXb7Zom4B1YwvrhuTC+LTJ+jKCjYezs7Pt7e1c6CBL\ne/rpp5eXl9UejRWu68Lw0aAEAGofTyaTmIbfwO6sEJRxixhM/OLv2tpaynAAQDAYHBwcpGJ48x4b\nG2Nvq8lkEh96uru7Uf1YsqGhgTSdTCYFQdBsaN3aSs7FOJFcXN5///2tQCQXF+NENJVSWiL6HIPB\nYH19vdvtPnnyJABkMhnMLUWjUXrsUxRleHjY7XbbbDZ8FEsmk8PDw9lsFnNaOG2BXTQ7O0vBiKs8\nGo3ik2Umk8HpD6rZ6XQODAyQYNFoFIdohMHBQYx6nCQIt9stCAIbedmJUSyAXZqLS21tLQC0trbW\n1ta63W7MKwwMDOC/J0+exODOMaJr3W738PBwrg6sPOTq3lxdlM1m9+3bB2uTrfX19ZIkUdoyHA6j\nDZw8eTKRSKxrNlsW8XhcEIRgMBgMBhsaGgRBwBEDWte2gn5smZub49yQXFjtyyxwFOX1etWhgywt\nm81qerSmVGoX5mpWF9CX0II+NmHTYowvmktDOHi93p6eHkVRWltbScH0DB0MBtvb2zFtYKRdrraS\nPAga5JKraY6LwVvU1idiUCnlIILCnDt3zul00l2/oaFhYGCgvb09FovRwq9wONze3o7/xuNxvJnR\nvZMkxJRbNBodGxsbHh5WV47PkZjYQ9bYmTabDQdk3O0ZEQwGMQWIQyu1JKAV2nJtkqXJpaGhwe/3\n+/1+GhZj2MXjsPaE6vf7OUZIHMvg3JZmB1YecnWvWumwZirY1bj/qyAI586do6sCgQD2laIoc3Nz\n65rNVkY4HB4cHMxkMidPnhwaGorH42NjY+q1ARUP/dhy//59zg29Xi+5sOYwhR6cMGwGg0EudABj\nabk8WtM+ORfmgtLVq1e5AtZAqhhszkCKwo1OZpumnJxOp9/v/8d//EcqiTchNB2DjXK1JZPJUo0/\nkItxIpiJ0eRiJDCVm4gOF+NEjLRYJiLAPHvRuBBrxpm1wcFBGqlwA0EA4B6y/X5/a2srZsuxNnXl\nlMECAHYkipl2r9dLdVJ+C9YW15PG1ZJogq0B0d3dPTY2ZrwGDoqiqBlxREDVgcbrNxdyda9mF7Gm\n0t7eHg6HQ6GQJEnt7e3qyRFZll999VUjZrM1QYPCWCw2MTHx2c9+Fv0dR5DbZ5W0fmxpaGjI1w3R\neTmwoSOZTK6b+TPiwlzNBw8eRN1ZKAnKOLXndrtJVfRii6Io7Ise7KthHMLhMDt/9Itf/IKGz8lk\ncmxsjCrRbEi/tnwj17pcjBPBhReaXLYCER0uxokY4VIkER1Eo9FAIDA4ONiGr2oAAIDf7x8eHmZn\n1mw2Gy0HjsVimtFKEAR8dY7kV1fudrvx7ktvKdpsNlxT0tPTw0Yrv98fi8XoVk2TAkYk0awhFArh\nzdh4DbCWPgEASZLq6+s1u0uzaa4DKw+5unfdLgqFQpgVGBwcJKtm+xkA1jWbLQvWlxVF+fKXv0xL\npJ1O57aa4NOPLXm5oSZyhY4CpCpJzRYMosQZqQefP4A3Hn635u7/fOrQoVl8cKEFmLOzs1zyMNcd\n1Ov1DgwMxGIxRVFwrE0pgWg0evToUSw2Njbm9/tnZ/mG9GtbN4H54AXg1Z8u3d6z3AaTkxpNcFwM\nEsF5olxcMplMaYkglz3p6V2rC3fbAMBfsFLyIrKuUgogQnQAYO/y60u3q5bbNL7y4na7Q6EQLrfE\nhdVer7ehoSEYDHIzL7iUXlEUfJTUfAUJ5RRFMVflgUDg5MmTiqJIkoT3XbZmvNlQr547dw6XKNls\ntmw2i+MSg5JgDYODgwMDA9hdmALMqwa8Che522w2r9ebzWY5RppXqTuwMoDesRPuLrQBgHb3qpXO\nVVJbW4u3Upyww4OYJ0AbwOG4vtlsHVD0W0lXL7bB5KQ/FAohF7fb/aUvfQmLxePxEs7IbxG0tcHu\n2z+oWl282wbz80/duiXR7Buu7NaJLbg0inXDfFtXhw4j70Wua5/qmg8ePPjLX/6SK1PBi80ffP4A\nflam+sv+Qc5Tp/S+NYJK1akTx/W4IFe/pJGPmlBt+kRyfZBTpwnjRNYtXEIikOODnMUoxTgRI1yM\nE0EY/CAnfd0HVwyg/QwMDNALWQULoFk51sOl1jHNoDlAxNeguFN5SVJwDfQeWSaTocs1GalZa3ag\nqZHrg5zq7l23i7AA1/+sDRg0m01Hrg9y6thzxcDIBznXjS0FhBQOBXS1ERdet+ZKVbHJPshJe+3h\nQEqefKNNK2Gw9UFi40Dq9t9fNykRWOPi/MqDgRQw7MwIEh4HUgZVg29I0TrQ7QwcSOX71YlK7UDy\nDhxIgcm9oyRgo1/m0cPK965snz5Bpvv/9MFACgzYQ6W6RiWBlLg2kCr9XnvWpsUaqKRtOytsG85K\nUo2FTUeFeUdJsJ1dzLKHioSJNy3+k4f2zh96bPX9vfOHnixHE2UFif3we9Lirt3ztU+YlAiscalK\nvVu1tDj/qSeBYWdG/EE1v5YWd5pbNRY2HeQdu5fuVYB3lARs9Fuu2jPveHz79Aky3ZW89tDKsmUP\nFQNS4t733inTpsWlX2yOA72Fx498Ed6Ax+FfJi6VtokNwEJn9RfhFxMTC488tz/1MXvjvl+YlAis\ncfmJ4+lHblz7lwuXOjurzcsFGNXs930stf+QqVVjYdNB3lHz3tUK8I6SgI1+Hzge/+J2cjHkHvnY\nY45bacseKgZk0jXHbQCrACVNRgFA+TYt3rt334eP1f3t3/5WlmUA8Hg8AJBIJBKJBBX2eDx4XBRF\nn8+XzWbZwgCgPmK8JCKRSNCR6elpeu2zq6tLn0hnZzUA7Hsnsbi7aunw5yYmFooRDyXhjmgWLjkR\n5FL97pVd9xbu1HkAIC+lqFs3SCQXl2KIEB0A2CclFnc9UI0sy6IoyrLscrmamprsdrvBqgAgnU4r\nisL1dsGIRCLUP42NjbmawwWq2Oj09HRNTY1m4WJkHh8fZ//luiUSifzRH/3R8vJy8cTXpbzFgd6x\n897dD+uOAcAf//G36JTD4dh0RpFI5NixY3mZdPGg6LfyUPXC40cmJhbQ5GC9MFUB6Oysrpp7a8/y\n0p06z9LS4gsv/KBIGyAHV3s666QUeC2UA2jSD79zyWSbFl987OsTEwt9fX2JRCISiXBhHQASiQR9\nRxh9kiuczWY7OjoSiYQoin19fVSSjicSiY6ODjyu2dD09DQ7RJiZmTFOZGJiYWJiATctnphYUDeR\nTqdRDLZRTSIAMDQ0hAITkVxcSk4Eufzo0Nde2/kFJJWXUrjWjRPR5FIkEaIzMbHwf3cdR9Vks9mh\noSGXy/WNb3zD4XD09vYarAcpKIrCilQMRkZGZFlubGxsbGyMRCK0px4LdXMXL150uVwlEYDF1NSU\nh0FNTQ17VhTFmzdvFt+KEcpbHOgdInwe7YrtN1EU1T6ywRBFceP35KHo96NDX8NRVG9vL/pyX1+f\nZmSuGExMLOCmxRMTC93dcfruScEgB1d7Ohmbw+EYGhpKp9NFtlUkKk+bBDRpU25aLIqiy+XCTMOL\nL77Y0tJCg25ZllOpFCY8sJi6sCzLPp8Pj+CXS7DMD3/4QzqOt+psNstda7PZ0OFpjJ9Opx0Oh/G0\nx7pcZmZmmpqampubAaCjoyOdTl+9ejUXEZvNhkemp6fxi8aaXF555ZWNJ6KjFJSKWk8kEgaJaCpl\naGiohEQIsiw7HA4Uu7GxMZVKYWqKMm3YjWwWB+/3qVQqEok4HA5Yy42xXYEBFBM5eO3c3FxdXd3y\n8vLc3BxbmMSQZfnll1/Gf/v7+7EGEkMzVRaJRPDhnhN4fn4eW0Re+FvdqH7l6gdczNshZU6MVCol\nCALas2bXqQXIRVm/hqamJlEUM5kMZjFtNtvly5fxOFLgSKlbZ5M009PTKHMJwfbb1NSUJiN1p+Wy\nGY4yuhVXWK3HXJraFMzMzJB3Hz9+XB2ZtxU4ZXHWePjwYdZOyMHxaRM9na2NjC2VSomi2NzcbCT4\nqC1qXa+Bj1odqKIK2nMkEtn0LKwZUcYvm+MAAn87HA7KcADA+Ph4f38/FfP5fOrCTqcTH3qmp6cx\noGBJn8+HdgAAqVTKZrNpNjQ6OsrepBVFyWazfX19fX19BTxkaDbBPuUripKLCI4/xsfHx8fHfT4f\nntXkcvPmzU0hglArhWvdOBFNpZSWCMHlcsmyPDIyIopiNpvt6upyuVzpdHpkZMTlcgmCoM484eDP\nZrNhDBJF0W63u1yukZERAKBrHQ7H6dOn8dqRkZFMJpPJZEZGRtjChMuXL7M3YBxEyrI8Pj7u8Xhc\nLhebKiNhSAxOYGqxpqYGf7ON4uW5KickGCBNfAKen59PJBK/+93v8DjOzXk8nqtXr05PT2t2nSZr\nTcpsB6prAICXXnoJq8Ls5tDQEP7b29uLdxqOlLr1+fl5NJiyZmvS6TQ9TqgZ5eo0zmbUlEFlYGrK\nnKbKRNA4urq60JgjkYjL5VJH5u0DtbJYa7x27RpnJ+TgbMBRA43t6NGjRoIPqCzKiNdwNasL6Eto\nQR+bsNceeuO6H/OtqanBGzCbxgAAemwdHx9vaWnBJJCRdj0eT1dXVzqdfumll5588skilx34fD50\nlVQqlUql9AtHIpH+/v5sNtvb2/vyyy8Td47LuvWUgwhJaEQpBokYVEpJiNhstu985zuiKGLrDofj\nzJkzMzMzLS0tOBa8dOmS+m5EUQNvh1gSM1UzMzN4FtnRiKerq0tdmKC564LD4Th79qzdbhdFUVO5\nJAb2Gwk8NzdH4xLsKHWj61bOLX0TRZESkBcvXqRT8/Pz2I1nzpwBAE4SWv+kFiDXRhOane9bA43R\n8R6AB2Htcdnn86lJca37fL7Tp083NzcnEglaxldC0ARHKpX61re+pclI3Wlqm8lFmTOwmzdvcpRz\naWpzQQOpXJF5O0DtdKw13r9/n7MTj8dDoxPNYQoZG4ZNTUOi4JPLojRDgX5Ym5ub4wpYA6lisDkD\nqbNnz+JvnfQ1PpNhmnFoaOj73/8+lRwfH5dlGU3HYKOU3rTb7T6fT1GUIscfLpfrlVdemZmZ8Xg8\nsizfuHFD5+GssbERTRYTCTabTZOLkQUZJSeCMKgUg0SMtFgqIhhrKB09NDSEYzgSTM2F1oEhNIeP\nNIDAheFUSa6xJpfeA4C+vr6uri58CjSyBwgnMCu25uWpVEq/cm7alN0ll72kubk5EolMTU3JstzS\n0qKWJJcAmpRHR0c1azACfCZRk+JaRzvBXC/lUEsIpAAAkUhkZmYGu5FjpO40UNmMfitUeNeuXadP\nn2Yp59LUZgEDAq6E6+jo+G//7b+xkTnBvD5S8VDbJ2uNPp8vX8snY2ORK/gYlwrWC2vWpsWlRRmn\n9lwuF92xUqkUOls6nbbZbHTLpFfDNAsTstnsW2+9RcPnVCo1OjpKlehfi4hEIpQjYWedCuYiiqIo\nijiRhLNyuYhwR3BdkSaXTSECuZWif60OESNciiRCwHl9+hfrEQSB8jGJRILdMIFeOMoFQRBwKVhX\nVxc35NKBz+fDwSX+Oz09jf3T2NjY399P91qdRlmBDx48uG6LxitHuFyuubk5UPUATtCcOXMGFznp\ndB0HTcpqLvp7ZbAvN6BbGSH1/PPPj4yMlCMdxYJuYGpG6k4zbjNc4X/8x3/kKOfS1GYBYx39u2fP\nHvpt3EEqA5r2SdaYl+VrorDgY8RrCqvZgkGUa9Pivb/a9+H/qvvkJ0VMVJCCadkBAYOvz+fDd2So\ncEtLS19fH66AdjgclJPERXnHjx/Hy0dHR9XXqnHs2LHTp08nEolUKoUz1vpEHrwAvPrTxdtVS53V\nExN8Ex6Pp6+vL5PJYB4eBxaaRHw+39TU1MjICDUtimIuLtlstrREkEv1+9/etbpwp7Ma4D8YVwqH\nvIisq5QCiBAdANi38vqaahplWe7o6PB4PLiKCycf+/r6UFSfz4fDO1wKQPk2drE5ixMnTtC1DofD\nbrcbWYiD7eL7g9jKmTNnUqnU1NQUJlpsNpvOehe2UZ/Pd+DAAfWWohxcLhdXOTdaZd/B6erqampq\n6u3txcV8rH7tdjveBtCScc6a7bpc9DUpq7nodyCub0MKHo8nm80a6TGfz3f+/HnKoRYD9I6dcPfD\nzmr1WXxYUjPS6bR1bYYzsKNHj3KUc2lqw0DRb+X96oXO6r/6q6be3l56jaOrq4uNzBWWjursrK66\n/YM9q0t3Oqvv3PnjW7eGyI9wZbfa6cgaa2pq1GEnLxQWfNRSrVuzZoSp4MXmDz5/YLpNi+vqjuGm\nxX/xF28JgpDLpNLpNHtKlmWuMN4acTWuvl2qr1UDnxLWtW/s9ImJhaPP7U8dsDd+4lf4r6Z4mFBd\nlwg+WdLaVR0ZSkiEuPzkztOP3Lh2+bXb+G9eSlGLZ5CIES7GiSBINR7fx5T9h0g19H0mTjvsEXpr\nhpbJExF9mnmBLBb/pbcF8d3mUqm1gMqpCfVsoLr38pKEo2y8BpzLbmpqymQyefVYOp0+ffo0vTBY\nMMg7at67+ubrWbIuzcIcI3Wn5WUznB+pKWtqagPARr8PHn3ii/t+gf9y9DWVbnYg98hvHnPcSlO0\n5OxBrSzOGvP1YjUKCD4GQ0GZgt4WB+nxmeM2k21aXFd37K2Jf+jsrM4VlbYySGwcSKW/L5mUCKxx\n+UzrMRxIAcPOjCDhcSBlatVYwIFUvp/AwJfaaFVvMSDvwIEUmNw7SgI2+n3w6BP4ge9t0ifI1P5l\nNw6kwIA9lNAaLZQJpMS1gZR5Ni1+GHbc27n7udWfvrbzC6Wqf8NAYu9dXVo1MxFY4/LQ6vJOuH93\nZxUw7MyISlKNBQw9Owq56v6OvK/TAHnHDri/YH7vKAm2s4sVEC1LaI0WygRSYvXqksk2LX6mak96\n/6Gl23vS+833oRES+9O//fXCzl3v/xuHSYnAGhf7rfRDK0vpf+MAhp0ZUUmqsbDpIO/Ys7JYAd5R\nErAudm9XVfqAffv0CTI99DulenXFsoeKASnxU799z2SbFi+7nmmCN+CTcHvyemmb2AAst0ETXJ+c\nhHv1e94/4Gj65HWTEoE1LtF9R4Qbc7f//npbG5iXCzCqWXq2+v39h0ytGgubDvKOfdelCvCOkoCN\nfplHn2iqubJ9+gS5z8Cn7bdSlj1UDMikP3F0l8k2LX54b83dx58KBjOSJAGA1+sFgFgsFo/HqXB9\nfT0ej0ajfr8fD8ZiMTxIkCRJEAR8lRRLZjIfqRYA1EfUtYVCIXrts6enR59IWxsAwN6340u79yy7\nnpmc1GhCfSQXEU3xNLmUnAhy2XPtn3ctLtx9qh4A8lKKEfHyUkoxRIgOAOx9+9LS7ipUDQAoihIO\nhwOBQAGvHLNQFCWZTHKdr4lgMGhcZgtbFugdO+/dXTjiBYDJSQiHw7FYDAC8Xm8gENhsATcBFP1W\n9lQvPvFZdDFgQnFhnmsKtLXBbvnNquXFu0/VLy4u/vmf/58ibSAUCgmCEAgE6AedCgaD9JsCr4Vy\nAE26+krMZJsWi4+/NDkJ3d3d8Xg8HA6zFoOIxWLkini7BYBQKMTe1AEgk8l0d3cnk0kqmclkWltb\n4/F4PB5vbW3F45oNcbWFw2HjRCYnYXIScNNijCNcE4qioBhso5pESOBoNNrd3U1NaHIpORHk8qq9\n+bWdX0BSxpViUDzjSimSCNGZnITXdx8n1WBViFxXsT1fEoRCodJWaGFTgN4hwufRroaHhyVJCgQC\ngUBA36IqGBT9XrU3k4uxobiCu2VyEnDT4slJ6O39eTQaLbLCaDTqdrvZH4RQKFRfX19fX+90Ok+d\nOrXxu1NzKHmQ3DpAkzblpsVoN/i80tjY2NbW5vV6cdAtSVIymcTkDZlXd3d3JpPhRuXDw8P19fVs\nheFwuKGhAauVJAnv/VxDgiBwtSmKUltbW/DDk5oL5j/a29sBoLW1NRAISJKkSUSSJBKY3uzQ5HL+\n/PmNJ6KjFCPiGVfKqVOnSkiEw+zs7De/+c3h4WGqEDNtNpstEAhEo9FkMokqowwcpq/C4bDf7xcE\nAQCCwSA9L4bDYUVRbDYbqjgXMIMlSVI2m6VnSrZprNmCKSBJkiRJFy5cwH/RvPE3mQ2aPem9oaEh\nmUxqnlKbBKxZ3ebQKw4UikvruaaDOoB4vV7UaSgUcrvdrDGEw2FMzOPTJt0jCGw8nJ2dbW9vlyQJ\nrQ7rJ3N6+umnl5eX0a4CgcDs7Gw2m/X7/VghJ5WmEbI1AwBXIBwOU5DcwO6sEJTxy+aYB8bftbW1\nlK0BgGAwODg4SMXw5j02NsY5J9plbW0tW7KhoYE0nUwmBUHQbIirLZlM4hNVd3d3AQ8Zmk2w90g0\nSk0itbW1sVgsGo2GQiGKoZpc3n///U0hglArxYh4xpVSWiIcqdraWq/Xi+0CQCwWCwaD9fX12Wx2\neHjY7XYLguB2uyVJwuNut/vkyZMAoCgKth6LxZLJJN4UcXKnvr5ekiT9zFMymRweHq6trXW73cPD\nw+qmi+FlYYPBrSugJwFFUdCKbDYbPrWj3rPZ7Pz8vOYp1iTUVmc6sKG4hJ5rOqhVmclkZmdnASAa\njc7NzXHGQJGHfmhWi6Mor9dLluZ0OgcGBoCxNIwnqILW1lY0MCyjlkpthFzN6gL6ElrQxybstRcO\nh1Fn+sUkSYrH42NjY9wMFI5F8HbV3t7udrsNOrPX6+3p6cEpObSngikAgN/vR1dRFEU/JWuz2ZxO\nJz6RcPk2jovB1G5piSA0lWJcvMKUUioitDTN7/djhiwej7e3t2OyDe8BGCMymcy5c+ecTmc0GkU6\nfr8/FAph1qqhoQErxF2oBEE4d+6cERbYOs53cE0XxsjCpiDX1hnhcLi9vR21HI/HcQUVDrPQ4LlT\nnEk4nU7O6swFdSguRwgyBdSqbGhoGBgYaG9vj8Vi9+/f54wBn+5wdKI5TKHZNAybwWAQx2H4IVbW\n0mKxWENDg9/v9/v99NCOAylNA+OMECM81Xz16lWugDWQKgabM5Ci+5MkSbmcEO9/wWAQhyA3btyg\nkngQTcdgozSB5XQ6/X5/Mpks0vndbveFCxfC4TDmLVjxOExOTtKq1YGBgVgsRmvnOS7qRUsbQASR\nSyn64uUqaaTFEhLBGIFDt2Qy2dPTI0kSzQizc3P0WEZDRkxTYdZ9cHAQI1d7e3s4HA6FQpIktbe3\n6+e6udFnrqYtbH3gAw97pLu7e2xsDNYeFdgflClXn+JMQm115gIXiv1+PybqShuCTAG1KpE7rmdo\naGhQG4M+0Lo44CSd1+utra1NJpNkacalApURcjVbmxaXFmWc2sMEAP6mN6EURWGHEexrbhza29tp\nIZ7T6Zybm6PhczKZHBsbo0o0G+IQDocpR8LOOhXMJRqNzs7O9vT0uN3uZDKZTqdzEWGBj7zEmuOy\nKUQgt1LWFS9XSSNciiRCi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"text/plain": [
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"<pdfplumber.display.PageImage at 0x105c8c908>"
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]
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},
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"execution_count": 10,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"im.debug_tablefinder()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"deletable": true,
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"editable": true
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},
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"source": [
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"---\n",
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|
"\n",
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"---\n",
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|
"\n",
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"---"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.4.3"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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}
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