Personal blog written from scratch using Node.js, Bootstrap, and MySQL.
https://jrtechs.net
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1293 lines
1.4 MiB
1293 lines
1.4 MiB
<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="utf-8">
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<title>Introduction to R</title>
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<meta name="apple-mobile-web-app-capable" content="yes" />
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<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
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<style type="text/css">
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@font-face {
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font-family: 'Lato';
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font-style: normal;
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font-weight: 400;
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) format('truetype');
|
|
}
|
|
@font-face {
|
|
font-family: 'Lato';
|
|
font-style: normal;
|
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font-weight: 700;
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|
src: local('Lato Bold'), local('Lato-Bold'), 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AAqwD2/6AArAAF/6AArAAK/6AArAAM/9wArAAN/6AArAA5/4UArAA6/9cArAA//4UArABA/9wArABZ/98ArABb/8QArABc/98ArABg/9wArABs/6AArABy/6AArAB8/6AArAC//98ArADB/98ArADn/6AArADo/6AArADq/6AArADr/6AArAD2/6AArQAF/6AArQAK/6AArQAM/9wArQAN/6AArQA5/4UArQA6/9cArQA//4UArQBA/9wArQBZ/98ArQBb/8QArQBc/98ArQBg/9wArQBs/6AArQBy/6AArQB8/6AArQC//98ArQDB/98ArQDn/6AArQDo/6AArQDq/6AArQDr/6AArQD2/6AAswAF/7QAswAK/7QAswAN/7QAswBZ/9wAswBa/+4AswBc/9wAswBs/7QAswBy/7QAswB0/7QAswB1/7QAswB7/7QAswB8/7QAswC//9wAswDB/9wAswDn/7QAswDo/7QAswDq/7QAswDr/7QAswD2/7QAtAAF/6AAtAAK/6AAtAAM/9wAtAAN/6AAtAA5/4UAtAA6/9cAtAA//4UAtABA/9wAtABZ/98AtABb/8QAtABc/98AtABg/9wAtABs/6AAtABy/6AAtAB8/6AAtAC//98AtADB/98AtADn/6AAtADo/6AAtADq/6AAtADr/6AAtAD2/6AAtQAF/6AAtQAK/6AAtQAM/9wAtQAN/6AAtQA5/4UAtQA6/9cAtQA//4UAtQBA/9wAtQBZ/98AtQBb/8QAtQBc/98AtQBg/9wAtQBs/6AAtQBy/6AAtQB8/6AAtQC//98AtQDB/98AtQDn/6AAtQDo/6AAtQDq/6AAtQDr/6AAtQD2/6AAtgAF/6AAtgAK/6AAtgAM/9wAtgAN/6AAtgA5/4UAtgA6/9cAtgA//4UAtgBA/9wAtgBZ/98AtgBb/8QAtgBc/98AtgBg/9wAtgBs/6AAtgBy/6AAtgB8/6AAtgC//98AtgDB/98AtgDn/6AAtgDo/6AAtgDq/6AAtgDr/6AAtgD2/6AAtwAF/6AAtwAK/6AAtwAM/9wAtwAN/6AAtwA5/4UAtwA6/9cAtwA//4UAtwBA/9wAtwBZ/98AtwBb/8QAtwBc/98AtwBg/9wAtwBs/6AAtwBy/6AAtwB8/6AAtwC//98AtwDB/98AtwDn/6AAtwDo/6AAtwDq/6AAtwDr/6AAtwD2/6AAuAAF/6AAuAAK/6AAuAAM/9wAuAAN/6AAuAA5/4UAuAA6/9cAuAA//4UAuABA/9wAuABZ/98AuABb/8QAuABc/98AuABg/9wAuABs/6AAuABy/6AAuAB8/6AAuAC//98AuADB/98AuADn/6AAuADo/6AAuADq/6AAuADr/6AAuAD2/6AAugAF/6AAugAK/6AAugAM/9wAugAN/6AAugA5/4UAugA6/9cAugA//4UAugBA/9wAugBZ/98AugBb/8QAugBc/98AugBg/9wAugBs/6AAugBy/6AAugB8/6AAugC//98AugDB/98AugDn/6AAugDo/6AAugDq/6AAugDr/6AAugD2/6AAvwAJ/6UAvwAP/3gAvwAR/3gAvwAS/6UAvwAk/6UAvwBG/98AvwBH/98AvwBI/98AvwBS/98AvwBU/98AvwCC/6UAvwCD/6UAvwCE/6UAvwCF/6UAvwCG/6UAvwCH/6UAvwCI/6UAvwCp/98AvwCq/98AvwCr/98AvwCs/98AvwCt/98AvwCy/98AvwC0/98AvwC1/98AvwC2/98AvwC3/98AvwC4/98AvwC6/98AvwDC/6UAvwDF/98AvwDH/98AvwDO/98AvwDp/3gAvwDs/3gAvwD5/6UAwAAF/6AAwAAK/6AAwAAM/9wAwAAN/6AAwAA5/4UAwAA6/9cAwAA//4UAwABA/9wAwABZ/98AwABb/8QAwABc/98AwABg/9wAwABs/6AAwABy/6AAwAB8/6AAwAC//98AwADB/98AwADn/6AAwADo/6AAwADq/6AAwADr/6AAwAD2/6AAwQAJ/6UAwQAP/3gAwQAR/3gAwQAS/6UAwQAk/6UAwQBG/98AwQBH/98AwQBI/98AwQBS/98AwQBU/98AwQCC/6UAwQCD/6UAwQCE/6UAwQCF/6UAwQCG/6UAwQCH/6UAwQCI/6UAwQCp/98AwQCq/98AwQCr/98AwQCs/98AwQCt/98AwQCy/98AwQC0/98AwQC1/98AwQC2/98AwQC3/98AwQC4/98AwQC6/98AwQDC/6UAwQDF/98AwQDH/98AwQDO/98AwQDp/3gAwQDs/3gAwQD5/6UAwgAF/0EAwgAK/0EAwgAN/0EAwgAQ/70AwgAi/8EAwgAj/80AwgAm/80AwgAq/80AwgAtADgAwgAy/80AwgA0/80AwgA3/20AwgA4/8wAwgA5/1cAwgA6/5oAwgA8/0oAwgA//1cAwgBZ/6UAwgBc/6UAwgBr/80AwgBs/0EAwgBt/70AwgBv/70AwgBw/80AwgBy/0EAwgB0/zYAwgB1/zYAwgB5/70AwgB7/zYAwgB8/0EAwgB9/70AwgCJ/80AwgCU/80AwgCV/80AwgCW/80AwgCX/80AwgCY/80AwgCa/80AwgCb/8wAwgCc/8wAwgCd/8wAwgCe/8wAwgCf/0oAwgC//6UAwgDB/6UAwgDE/80AwgDN/80AwgDT/0oAwgDl/70AwgDm/70AwgDn/0EAwgDo/0EAwgDq/0EAwgDr/0EAwgDv/70AwgDy/70AwgDz/70AwgD2/0EAwwAF/7QAwwAK/7QAwwAN/7QAwwBZ/9wAwwBa/+4AwwBc/9wAwwBs/7QAwwBy/7QAwwB0/7QAwwB1/7QAwwB7/7QAwwB8/7QAwwC//9wAwwDB/9wAwwDn/7QAwwDo/7QAwwDq/7QAwwDr/7QAwwD2/7QAxAAQ/3AAxABt/3AAxABv/3AAxAB5/3AAxAB9/3AAxADl/3AAxADm/3AAxADv/3AAxADy/3AAxADz/3AAxwAF/6AAxwAK/6AAxwAM/9wAxwAN/6AAxwA5/4UAxwA6/9cAxwA//4UAxwBA/9wAxwBZ/98AxwBb/8QAxwBc/98AxwBg/9wAxwBs/6AAxwBy/6AAxwB8/6AAxwC//98AxwDB/98AxwDn/6AAxwDo/6AAxwDq/6AAxwDr/6AAxwD2/6AAyQAF/3QAyQAK/3QAyQAN/3QAyQAQ/48AyQA5/1UAyQA6/30AyQA8/1kAyQA//1UAyQBZ/8YAyQBc/8YAyQBs/3QAyQBt/48AyQBv/48AyQBy/3QAyQB0/3gAyQB1/3gAyQB5/48AyQB7/3gAyQB8/3QAyQB9/48AyQCf/1kAyQC//8YAyQDB/8YAyQDT/1kAyQDl/48AyQDm/48AyQDn/3QAyQDo/3QAyQDq/3QAyQDr/3QAyQDv/48AyQDy/48AyQDz/48AyQD2/3QAzAAF/7QAzAAK/7QAzAAN/7QAzABZ/9wAzABa/+4AzABc/9wAzABs/7QAzABy/7QAzAB0/7QAzAB1/7QAzAB7/7QAzAB8/7QAzAC//9wAzADB/9wAzADn/7QAzADo/7QAzADq/7QAzADr/7QAzAD2/7QAzgAF/6AAzgAK/6AAzgAM/9wAzgAN/6AAzgA5/4UAzgA6/9cAzgA//4UAzgBA/9wAzgBZ/98AzgBb/8QAzgBc/98AzgBg/9wAzgBs/6AAzgBy/6AAzgB8/6AAzgC//98AzgDB/98AzgDn/6AAzgDo/6AAzgDq/6AAzgDr/6AAzgD2/6AA0wAFACQA0wAJ/0oA0wAKACQA0wANACQA0wAP/1kA0wAQ/2AA0wAR/1kA0wAS/0oA0wAd/30A0wAe/30A0wAiACAA0wAj/7AA0wAk/0oA0wAm/7AA0wAq/7AA0wAt/zgA0wAy/7AA0wA0/7AA0wBE/28A0wBG/2AA0wBH/2AA0wBI/2AA0wBK/1AA0wBQ/30A0wBR/30A0wBS/2AA0wBT/30A0wBU/2AA0wBV/30A0wBW/3UA0wBY/30A0wBZ/5wA0wBa/6AA0wBb/3gA0wBc/5wA0wBr/7AA0wBsACQA0wBt/2AA0wBv/2AA0wBw/7AA0wByACQA0wB0ADgA0wB1ADgA0wB3/30A0wB5/2AA0wB7ADgA0wB8ACQA0wB9/2AA0wCC/0oA0wCD/0oA0wCE/0oA0wCF/0oA0wCG/0oA0wCH/0oA0wCI/0oA0wCJ/7AA0wCU/7AA0wCV/7AA0wCW/7AA0wCX/7AA0wCY/7AA0wCa/7AA0wCi/28A0wCj/28A0wCk/28A0wCl/28A0wCm/28A0wCn/28A0wCo/28A0wCp/2AA0wCq/2AA0wCr/2AA0wCs/2AA0wCt/2AA0wCy/2AA0wCz/30A0wC0/2AA0wC1/2AA0wC2/2AA0wC3/2AA0wC4/2AA0wC6/2AA0wC7/30A0wC8/30A0wC9/30A0wC+/30A0wC//5wA0wDB/5wA0wDC/0oA0wDD/28A0wDE/7AA0wDF/2AA0wDH/2AA0wDI/30A0wDM/30A0wDN/7AA0wDO/2AA0wDQ/3UA0wDS/3UA0wDl/2AA0wDm/2AA0wDnACQA0wDoACQA0wDp/1kA0wDqACQA0wDrACQA0wDs/1kA0wDv/2AA0wDy/2AA0wDz/2AA0wD2ACQA0wD5/0oA1AAQ/8AA1AAiACAA1AAj/88A1AAm/88A1AAq/88A1AAy/88A1AA0/88A1ABG/+MA1ABH/+MA1ABI/+MA1ABS/+MA1ABU/+MA1ABW/+0A1ABZ/94A1ABc/94A1ABr/88A1ABt/8AA1ABv/8AA1ABw/88A1AB5/8AA1AB9/8AA1ACJ/88A1ACU/88A1ACV/88A1ACW/88A1ACX/88A1ACY/88A1ACa/88A1ACp/+MA1ACq/+MA1ACr/+MA1ACs/+MA1ACt/+MA1ACy/+MA1AC0/+MA1AC1/+MA1AC2/+MA1AC3/+MA1AC4/+MA1AC6/+MA1AC//94A1ADB/94A1ADE/88A1ADF/+MA1ADH/+MA1ADN/88A1ADO/+MA1ADQ/+0A1ADS/+0A1ADl/8AA1ADm/8AA1ADv/8AA1ADy/8AA1ADz/8AA1gAQ/8AA1gAiACAA1gAj/88A1gAm/88A1gAq/88A1gAy/88A1gA0/88A1gBG/+MA1gBH/+MA1gBI/+MA1gBS/+MA1gBU/+MA1gBW/+0A1gBZ/94A1gBc/94A1gBr/88A1gBt/8AA1gBv/8AA1gBw/88A1gB5/8AA1gB9/8AA1gCJ/88A1gCU/88A1gCV/88A1gCW/88A1gCX/88A1gCY/88A1gCa/88A1gCp/+MA1gCq/+MA1gCr/+MA1gCs/+MA1gCt/+MA1gCy/+MA1gC0/+MA1gC1/+MA1gC2/+MA1gC3/+MA1gC4/+MA1gC6/+MA1gC//94A1gDB/94A1gDE/88A1gDF/+MA1gDH/+MA1gDN/88A1gDO/+MA1gDQ/+0A1gDS/+0A1gDl/8AA1gDm/8AA1gDv/8AA1gDy/8AA1gDz/8AA2AAQ/8AA2AAiACAA2AAj/88A2AAm/88A2AAq/88A2AAy/88A2AA0/88A2ABG/+MA2ABH/+MA2ABI/+MA2ABS/+MA2ABU/+MA2ABW/+0A2ABZ/94A2ABc/94A2ABr/88A2ABt/8AA2ABv/8AA2ABw/88A2AB5/8AA2AB9/8AA2ACJ/88A2ACU/88A2ACV/88A2ACW/88A2ACX/88A2ACY/88A2ACa/88A2ACp/+MA2ACq/+MA2ACr/+MA2ACs/+MA2ACt/+MA2ACy/+MA2AC0/+MA2AC1/+MA2AC2/+MA2AC3/+MA2AC4/+MA2AC6/+MA2AC//94A2ADB/94A2ADE/88A2ADF/+MA2ADH/+MA2ADN/88A2ADO/+MA2ADQ/+0A2ADS/+0A2ADl/8AA2ADm/8AA2ADv/8AA2ADy/8AA2ADz/8AA5QAF/1cA5QAJ/70A5QAK/1cA5QAN/1cA5QAP/3wA5QAR/3wA5QAS/70A5QAk/70A5QA3/0wA5QA5/4wA5QA6/9wA5QA7/74A5QA8/2AA5QA9/9AA5QA//4wA5QBs/1cA5QBy/1cA5QB8/1cA5QCC/70A5QCD/70A5QCE/70A5QCF/70A5QCG/70A5QCH/70A5QCI/70A5QCf/2AA5QDC/70A5QDT/2AA5QDU/9AA5QDW/9AA5QDY/9AA5QDn/1cA5QDo/1cA5QDp/3wA5QDq/1cA5QDr/1cA5QDs/3wA5QD2/1cA5QD5/70A5gAF/1cA5gAJ/70A5gAK/1cA5gAN/1cA5gAP/3wA5gAR/3wA5gAS/70A5gAk/70A5gA3/0wA5gA5/4wA5gA6/9wA5gA7/74A5gA8/2AA5gA9/9AA5gA//4wA5gBs/1cA5gBy/1cA5gB8/1cA5gCC/70A5gCD/70A5gCE/70A5gCF/70A5gCG/70A5gCH/70A5gCI/70A5gCf/2AA5gDC/70A5gDT/2AA5gDU/9AA5gDW/9AA5gDY/9AA5gDn/1cA5gDo/1cA5gDp/3wA5gDq/1cA5gDr/1cA5gDs/3wA5gD2/1cA5gD5/70A5wAJ/0EA5wAP/ysA5wAQ/1cA5wAR/ysA5wAS/0EA5wAj/9YA5wAk/0EA5wAm/9YA5wAq/9YA5wAy/9YA5wA0/9YA5wA5ACwA5wA6ACwA5wA8ACQA5wA/ACwA5wBE/74A5wBG/6AA5wBH/6AA5wBI/6AA5wBS/6AA5wBU/6AA5wBr/9YA5wBt/1cA5wBv/1cA5wBw/9YA5wB5/1cA5wB9/1cA5wCC/0EA5wCD/0EA5wCE/0EA5wCF/0EA5wCG/0EA5wCH/0EA5wCI/0EA5wCJ/9YA5wCU/9YA5wCV/9YA5wCW/9YA5wCX/9YA5wCY/9YA5wCa/9YA5wCfACQA5wCi/74A5wCj/74A5wCk/74A5wCl/74A5wCm/74A5wCn/74A5wCo/74A5wCp/6AA5wCq/6AA5wCr/6AA5wCs/6AA5wCt/6AA5wCy/6AA5wC0/6AA5wC1/6AA5wC2/6AA5wC3/6AA5wC4/6AA5wC6/6AA5wDC/0EA5wDD/74A5wDE/9YA5wDF/6AA5wDH/6AA5wDN/9YA5wDO/6AA5wDTACQA5wDl/1cA5wDm/1cA5wDp/ysA5wDs/ysA5wDv/1cA5wDy/1cA5wDz/1cA5wD5/0EA6AAJ/0EA6AAP/ysA6AAQ/1cA6AAR/ysA6AAS/0EA6AAj/9YA6AAk/0EA6AAm/9YA6AAq/9YA6AAy/9YA6AA0/9YA6AA5ACwA6AA6ACwA6AA8ACQA6AA/ACwA6ABE/74A6ABG/6AA6ABH/6AA6ABI/6AA6ABS/6AA6ABU/6AA6ABr/9YA6ABt/1cA6ABv/1cA6ABw/9YA6AB5/1cA6AB9/1cA6ACC/0EA6ACD/0EA6ACE/0EA6ACF/0EA6ACG/0EA6ACH/0EA6ACI/0EA6ACJ/9YA6ACU/9YA6ACV/9YA6ACW/9YA6ACX/9YA6ACY/9YA6ACa/9YA6ACfACQA6ACi/74A6ACj/74A6ACk/74A6ACl/74A6ACm/74A6ACn/74A6ACo/74A6ACp/6AA6ACq/6AA6ACr/6AA6ACs/6AA6ACt/6AA6ACy/6AA6AC0/6AA6AC1/6AA6AC2/6AA6AC3/6AA6AC4/6AA6AC6/6AA6ADC/0EA6ADD/74A6ADE/9YA6ADF/6AA6ADH/6AA6ADN/9YA6ADO/6AA6ADTACQA6ADl/1cA6ADm/1cA6ADp/ysA6ADs/ysA6ADv/1cA6ADy/1cA6ADz/1cA6AD5/0EA6QAF/ysA6QAK/ysA6QAN/ysA6QAQ/3wA6QAj/8wA6QAm/8wA6QAq/8wA6QAy/8wA6QA0/8wA6QA3/0wA6QA5/0wA6QA6/30A6QA8/1kA6QA//0wA6QBZ/3gA6QBa/7kA6QBc/3gA6QBr/8wA6QBs/ysA6QBt/3wA6QBv/3wA6QBw/8wA6QBy/ysA6QB5/3wA6QB8/ysA6QB9/3wA6QCJ/8wA6QCU/8wA6QCV/8wA6QCW/8wA6QCX/8wA6QCY/8wA6QCa/8wA6QCf/1kA6QC//3gA6QDB/3gA6QDE/8wA6QDN/8wA6QDT/1kA6QDl/3wA6QDm/3wA6QDn/ysA6QDo/ysA6QDq/ysA6QDr/ysA6QDv/3wA6QDy/3wA6QDz/3wA6QD2/ysA6gAJ/0EA6gAP/ysA6gAQ/1cA6gAR/ysA6gAS/0EA6gAj/9YA6gAk/0EA6gAm/9YA6gAq/9YA6gAy/9YA6gA0/9YA6gA5ACwA6gA6ACwA6gA8ACQA6gA/ACwA6gBE/74A6gBG/6AA6gBH/6AA6gBI/6AA6gBS/6AA6gBU/6AA6gBr/9YA6gBt/1cA6gBv/1cA6gBw/9YA6gB5/1cA6gB9/1cA6gCC/0EA6gCD/0EA6gCE/0EA6gCF/0EA6gCG/0EA6gCH/0EA6gCI/0EA6gCJ/9YA6gCU/9YA6gCV/9YA6gCW/9YA6gCX/9YA6gCY/9YA6gCa/9YA6gCfACQA6gCi/74A6gCj/74A6gCk/74A6gCl/74A6gCm/74A6gCn/74A6gCo/74A6gCp/6AA6gCq/6AA6gCr/6AA6gCs/6AA6gCt/6AA6gCy/6AA6gC0/6AA6gC1/6AA6gC2/6AA6gC3/6AA6gC4/6AA6gC6/6AA6gDC/0EA6gDD/74A6gDE/9YA6gDF/6AA6gDH/6AA6gDN/9YA6gDO/6AA6gDTACQA6gDl/1cA6gDm/1cA6gDp/ysA6gDs/ysA6gDv/1cA6gDy/1cA6gDz/1cA6gD5/0EA6wAJ/0EA6wAP/ysA6wAQ/1cA6wAR/ysA6wAS/0EA6wAj/9YA6wAk/0EA6wAm/9YA6wAq/9YA6wAy/9YA6wA0/9YA6wA5ACwA6wA6ACwA6wA8ACQA6wA/ACwA6wBE/74A6wBG/6AA6wBH/6AA6wBI/6AA6wBS/6AA6wBU/6AA6wBr/9YA6wBt/1cA6wBv/1cA6wBw/9YA6wB5/1cA6wB9/1cA6wCC/0EA6wCD/0EA6wCE/0EA6wCF/0EA6wCG/0EA6wCH/0EA6wCI/0EA6wCJ/9YA6wCU/9YA6wCV/9YA6wCW/9YA6wCX/9YA6wCY/9YA6wCa/9YA6wCfACQA6wCi/74A6wCj/74A6wCk/74A6wCl/74A6wCm/74A6wCn/74A6wCo/74A6wCp/6AA6wCq/6AA6wCr/6AA6wCs/6AA6wCt/6AA6wCy/6AA6wC0/6AA6wC1/6AA6wC2/6AA6wC3/6AA6wC4/6AA6wC6/6AA6wDC/0EA6wDD/74A6wDE/9YA6wDF/6AA6wDH/6AA6wDN/9YA6wDO/6AA6wDTACQA6wDl/1cA6wDm/1cA6wDp/ysA6wDs/ysA6wDv/1cA6wDy/1cA6wDz/1cA6wD5/0EA7AAF/ysA7AAK/ysA7AAN/ysA7AAQ/3wA7AAj/8wA7AAm/8wA7AAq/8wA7AAy/8wA7AA0/8wA7AA3/0wA7AA5/0wA7AA6/30A7AA8/1kA7AA//0wA7ABZ/3gA7ABa/7kA7ABc/3gA7ABr/8wA7ABs/ysA7ABt/3wA7ABv/3wA7ABw/8wA7ABy/ysA7AB5/3wA7AB8/ysA7AB9/3wA7ACJ/8wA7ACU/8wA7ACV/8wA7ACW/8wA7ACX/8wA7ACY/8wA7ACa/8wA7ACf/1kA7AC//3gA7ADB/3gA7ADE/8wA7ADN/8wA7ADT/1kA7ADl/3wA7ADm/3wA7ADn/ysA7ADo/ysA7ADq/ysA7ADr/ysA7ADv/3wA7ADy/3wA7ADz/3wA7AD2/ysA7wAF/1cA7wAJ/70A7wAK/1cA7wAN/1cA7wAP/3wA7wAR/3wA7wAS/70A7wAk/70A7wA3/0wA7wA5/4wA7wA6/9wA7wA7/74A7wA8/2AA7wA9/9AA7wA//4wA7wBs/1cA7wBy/1cA7wB8/1cA7wCC/70A7wCD/70A7wCE/70A7wCF/70A7wCG/70A7wCH/70A7wCI/70A7wCf/2AA7wDC/70A7wDT/2AA7wDU/9AA7wDW/9AA7wDY/9AA7wDn/1cA7wDo/1cA7wDp/3wA7wDq/1cA7wDr/1cA7wDs/3wA7wD2/1cA7wD5/70A8gAF/1cA8gAJ/70A8gAK/1cA8gAN/1cA8gAP/3wA8gAR/3wA8gAS/70A8gAk/70A8gA3/0wA8gA5/4wA8gA6/9wA8gA7/74A8gA8/2AA8gA9/9AA8gA//4wA8gBs/1cA8gBy/1cA8gB8/1cA8gCC/70A8gCD/70A8gCE/70A8gCF/70A8gCG/70A8gCH/70A8gCI/70A8gCf/2AA8gDC/70A8gDT/2AA8gDU/9AA8gDW/9AA8gDY/9AA8gDn/1cA8gDo/1cA8gDp/3wA8gDq/1cA8gDr/1cA8gDs/3wA8gD2/1cA8gD5/70A8wAF/1cA8wAJ/70A8wAK/1cA8wAN/1cA8wAP/3wA8wAR/3wA8wAS/70A8wAk/70A8wA3/0wA8wA5/4wA8wA6/9wA8wA7/74A8wA8/2AA8wA9/9AA8wA//4wA8wBs/1cA8wBy/1cA8wB8/1cA8wCC/70A8wCD/70A8wCE/70A8wCF/70A8wCG/70A8wCH/70A8wCI/70A8wCf/2AA8wDC/70A8wDT/2AA8wDU/9AA8wDW/9AA8wDY/9AA8wDn/1cA8wDo/1cA8wDp/3wA8wDq/1cA8wDr/1cA8wDs/3wA8wD2/1cA8wD5/70A9gAJ/0EA9gAP/ysA9gAQ/1cA9gAR/ysA9gAS/0EA9gAj/9YA9gAk/0EA9gAm/9YA9gAq/9YA9gAy/9YA9gA0/9YA9gA5ACwA9gA6ACwA9gA8ACQA9gA/ACwA9gBE/74A9gBG/6AA9gBH/6AA9gBI/6AA9gBS/6AA9gBU/6AA9gBr/9YA9gBt/1cA9gBv/1cA9gBw/9YA9gB5/1cA9gB9/1cA9gCC/0EA9gCD/0EA9gCE/0EA9gCF/0EA9gCG/0EA9gCH/0EA9gCI/0EA9gCJ/9YA9gCU/9YA9gCV/9YA9gCW/9YA9gCX/9YA9gCY/9YA9gCa/9YA9gCfACQA9gCi/74A9gCj/74A9gCk/74A9gCl/74A9gCm/74A9gCn/74A9gCo/74A9gCp/6AA9gCq/6AA9gCr/6AA9gCs/6AA9gCt/6AA9gCy/6AA9gC0/6AA9gC1/6AA9gC2/6AA9gC3/6AA9gC4/6AA9gC6/6AA9gDC/0EA9gDD/74A9gDE/9YA9gDF/6AA9gDH/6AA9gDN/9YA9gDO/6AA9gDTACQA9gDl/1cA9gDm/1cA9gDp/ysA9gDs/ysA9gDv/1cA9gDy/1cA9gDz/1cA9gD5/0EA+QAF/0EA+QAK/0EA+QAN/0EA+QAQ/70A+QAi/8EA+QAj/80A+QAm/80A+QAq/80A+QAtADgA+QAy/80A+QA0/80A+QA3/20A+QA4/8wA+QA5/1cA+QA6/5oA+QA8/0oA+QA//1cA+QBZ/6UA+QBc/6UA+QBr/80A+QBs/0EA+QBt/70A+QBv/70A+QBw/80A+QBy/0EA+QB0/zYA+QB1/zYA+QB5/70A+QB7/zYA+QB8/0EA+QB9/70A+QCJ/80A+QCU/80A+QCV/80A+QCW/80A+QCX/80A+QCY/80A+QCa/80A+QCb/8wA+QCc/8wA+QCd/8wA+QCe/8wA+QCf/0oA+QC//6UA+QDB/6UA+QDE/80A+QDN/80A+QDT/0oA+QDl/70A+QDm/70A+QDn/0EA+QDo/0EA+QDq/0EA+QDr/0EA+QDv/70A+QDy/70A+QDz/70A+QD2/0EAAAAeAW4AAQAAAAAAAACKAAAAAQAAAAAAAQAEAIoAAQAAAAAAAgAEAI4AAQAAAAAAAwAnAJIAAQAAAAAABAAJALkAAQAAAAAABQAoAMIAAQAAAAAABgAJAOoAAQAAAAAABwAwAPMAAQAAAAAACAAYASMAAQAAAAAACQAPATsAAQAAAAAACgLcAUoAAQAAAAAACwAYBCYAAQAAAAAADAAyBD4AAQAAAAAADQDCBHAAAQAAAAAADgAaBTIAAwABBAkAAAEUBUwAAwABBAkAAQAIBmAAAwABBAkAAgAIBmgAAwABBAkAAwBOBnAAAwABBAkABAASBr4AAwABBAkABQBQBtAAAwABBAkABgASByAAAwABBAkABwBgBzIAAwABBAkACAAwB5IAAwABBAkACQAeB8IAAwABBAkACgW4B+AAAwABBAkACwAwDZgAAwABBAkADABkDcgAAwABBAkADQGEDiwAAwABBAkADgA0D7BDb3B5cmlnaHQgKGMpIDIwMTAtMjAxMSBieSB0eVBvbGFuZCBMdWthc3ogRHppZWR6aWMgd2l0aCBSZXNlcnZlZCBGb250IE5hbWUgIkxhdG8iLiBMaWNlbnNlZCB1bmRlciB0aGUgU0lMIE9wZW4gRm9udCBMaWNlbnNlLCBWZXJzaW9uIDEuMS5MYXRvQm9sZHR5UG9sYW5kTHVrYXN6RHppZWR6aWM6IExhdG8gQm9sZDogMjAxMUxhdG8gQm9sZFZlcnNpb24gMS4xMDQ7IFdlc3Rlcm4rUG9saXNoIG9wZW5zb3VyY2VMYXRvLUJvbGRMYXRvIGlzIGEgdHJhZGVtYXJrIG9mIHR5UG9sYW5kIEx1a2FzeiBEemllZHppYy50eVBvbGFuZCBMdWthc3ogRHppZWR6aWNMdWthc3ogRHppZWR6aWNMYXRvIGlzIGEgc2Fuc2VyaWYgdHlwZWZhY2UgZmFtaWx5IGRlc2lnbmVkIGluIHRoZSBTdW1tZXIgMjAxMCBieSBXYXJzYXctYmFzZWQgZGVzaWduZXIgTHVrYXN6IER6aWVkemljICgiTGF0byIgbWVhbnMgIlN1bW1lciIgaW4gUG9saXNoKS4gSXQgdHJpZXMgdG8gY2FyZWZ1bGx5IGJhbGFuY2Ugc29tZSBwb3RlbnRpYWxseSBjb25mbGljdGluZyBwcmlvcml0aWVzOiBpdCBzaG91bGQgc2VlbSBxdWl0ZSAidHJhbnNwYXJlbnQiIHdoZW4gdXNlZCBpbiBib2R5IHRleHQgYnV0IHdvdWxkIGRpc3BsYXkgc29tZSBvcmlnaW5hbCB0cmFpdHMgd2hlbiB1c2VkIGluIGxhcmdlciBzaXplcy4gVGhlIGNsYXNzaWNhbCBwcm9wb3J0aW9ucywgcGFydGljdWxhcmx5IHZpc2libGUgaW4gdGhlIHVwcGVyY2FzZSwgZ2l2ZSB0aGUgbGV0dGVyZm9ybXMgZmFtaWxpYXIgaGFybW9ueSBhbmQgZWxlZ2FuY2UuIEF0IHRoZSBzYW1lIHRpbWUsIGl0cyBzbGVlayBzYW5zZXJpZiBsb29rIG1ha2VzIGV2aWRlbnQgdGhlIGZhY3QgdGhhdCBMYXRvIHdhcyBkZXNpZ25lZCBpbiAyMDEwLCBldmVuIHRob3VnaCBpdCBkb2VzIG5vdCBmb2xsb3cgYW55IGN1cnJlbnQgdHJlbmQuIFRoZSBzZW1pLXJvdW5kZWQgZGV0YWlscyBvZiB0aGUgbGV0dGVycyBnaXZlIExhdG8gYSBmZWVsaW5nIG9mIHdhcm10aCwgd2hpbGUgdGhlIHN0cm9uZyBzdHJ1Y3R1cmUgcHJvdmlkZXMgc3RhYmlsaXR5IGFuZCBzZXJpb3VzbmVzcy5odHRwOi8vd3d3LnR5cG9sYW5kLmNvbS9odHRwOi8vd3d3LnR5cG9sYW5kLmNvbS9kZXNpZ25lcnMvTHVrYXN6X0R6aWVkemljL0NvcHlyaWdodCAoYykgMjAxMC0yMDExIGJ5IHR5UG9sYW5kIEx1a2FzeiBEemllZHppYyAoaHR0cDovL3d3dy50eXBvbGFuZC5jb20vKSB3aXRoIFJlc2VydmVkIEZvbnQgTmFtZSAiTGF0byIuIExpY2Vuc2VkIHVuZGVyIHRoZSBTSUwgT3BlbiBGb250IExpY2Vuc2UsIFZlcnNpb24gMS4xIChodHRwOi8vc2NyaXB0cy5zaWwub3JnL09GTCkuaHR0cDovL3NjcmlwdHMuc2lsLm9yZy9PRkwAQwBvAHAAeQByAGkAZwBoAHQAIAAoAGMAKQAgADIAMAAxADAALQAyADAAMQAxACAAYgB5ACAAdAB5AFAAbwBsAGEAbgBkACAATAB1AGsAYQBzAHoAIABEAHoAaQBlAGQAegBpAGMAIAB3AGkAdABoACAAUgBlAHMAZQByAHYAZQBkACAARgBvAG4AdAAgAE4AYQBtAGUAIAAiAEwAYQB0AG8AIgAuACAATABpAGMAZQBuAHMAZQBkACAAdQBuAGQAZQByACAAdABoAGUAIABTAEkATAAgAE8AcABlAG4AIABGAG8AbgB0ACAATABpAGMAZQBuAHMAZQAsACAAVgBlAHIAcwBpAG8AbgAgADEALgAxAC4ATABhAHQAbwBCAG8AbABkAHQAeQBQAG8AbABhAG4AZABMAHUAawBhAHMAegBEAHoAaQBlAGQAegBpAGMAOgAgAEwAYQB0AG8AIABCAG8AbABkADoAIAAyADAAMQAxAEwAYQB0AG8AIABCAG8AbABkAFYAZQByAHMAaQBvAG4AIAAxAC4AMQAwADQAOwAgAFcAZQBzAHQAZQByAG4AKwBQAG8AbABpAHMAaAAgAG8AcABlAG4AcwBvAHUAcgBjAGUATABhAHQAbwAtAEIAbwBsAGQATABhAHQAbwAgAGkAcwAgAGEAIAB0AHIAYQBkAGUAbQBhAHIAawAgAG8AZgAgAHQAeQBQAG8AbABhAG4AZAAgAEwAdQBrAGEAcwB6ACAARAB6AGkAZQBkAHoAaQBjAC4AdAB5AFAAbwBsAGEAbgBkACAATAB1AGsAYQBzAHoAIABEAHoAaQBlAGQAegBpAGMATAB1AGsAYQBzAHoAIABEAHoAaQBlAGQAegBpAGMATABhAHQAbwAgAGkAcwAgAGEAIABzAGEAbgBzAGUAcgBpAGYAIAB0AHkAcABlAGYAYQBjAGUAIABmAGEAbQBpAGwAeQAgAGQAZQBzAGkAZwBuAGUAZAAgAGkAbgAgAHQAaABlACAAUwB1AG0AbQBlAHIAIAAyADAAMQAwACAAYgB5ACAAVwBhAHIAcwBhAHcALQBiAGEAcwBlAGQAIABkAGUAcwBpAGcAbgBlAHIAIABMAHUAawBhAHMAegAgAEQAegBpAGUAZAB6AGkAYwAgACgAIgBMAGEAdABvACIAIABtAGUAYQBuAHMAIAAiAFMAdQBtAG0AZQByACIAIABpAG4AIABQAG8AbABpAHMAaAApAC4AIABJAHQAIAB0AHIAaQBlAHMAIAB0AG8AIABjAGEAcgBlAGYAdQBsAGwAeQAgAGIAYQBsAGEAbgBjAGUAIABzAG8AbQBlACAAcABvAHQAZQBuAHQAaQBhAGwAbAB5ACAAYwBvAG4AZgBsAGkAYwB0AGkAbgBnACAAcAByAGkAbwByAGkAdABpAGUAcwA6ACAAaQB0ACAAcwBoAG8AdQBsAGQAIABzAGUAZQBtACAAcQB1AGkAdABlACAAIgB0AHIAYQBuAHMAcABhAHIAZQBuAHQAIgAgAHcAaABlAG4AIAB1AHMAZQBkACAAaQBuACAAYgBvAGQAeQAgAHQAZQB4AHQAIABiAHUAdAAgAHcAbwB1AGwAZAAgAGQAaQBzAHAAbABhAHkAIABzAG8AbQBlACAAbwByAGkAZwBpAG4AYQBsACAAdAByAGEAaQB0AHMAIAB3AGgAZQBuACAAdQBzAGUAZAAgAGkAbgAgAGwAYQByAGcAZQByACAAcwBpAHoAZQBzAC4AIABUAGgAZQAgAGMAbABhAHMAcwBpAGMAYQBsACAAcAByAG8AcABvAHIAdABpAG8AbgBzACwAIABwAGEAcgB0AGkAYwB1AGwAYQByAGwAeQAgAHYAaQBzAGkAYgBsAGUAIABpAG4AIAB0AGgAZQAgAHUAcABwAGUAcgBjAGEAcwBlACwAIABnAGkAdgBlACAAdABoAGUAIABsAGUAdAB0AGUAcgBmAG8AcgBtAHMAIABmAGEAbQBpAGwAaQBhAHIAIABoAGEAcgBtAG8AbgB5ACAAYQBuAGQAIABlAGwAZQBnAGEAbgBjAGUALgAgAEEAdAAgAHQAaABlACAAcwBhAG0AZQAgAHQAaQBtAGUALAAgAGkAdABzACAAcwBsAGUAZQBrACAAcwBhAG4AcwBlAHIAaQBmACAAbABvAG8AawAgAG0AYQBrAGUAcwAgAGUAdgBpAGQAZQBuAHQAIAB0AGgAZQAgAGYAYQBjAHQAIAB0AGgAYQB0ACAATABhAHQAbwAgAHcAYQBzACAAZABlAHMAaQBnAG4AZQBkACAAaQBuACAAMgAwADEAMAAsACAAZQB2AGUAbgAgAHQAaABvAHUAZwBoACAAaQB0ACAAZABvAGUAcwAgAG4AbwB0ACAAZgBvAGwAbABvAHcAIABhAG4AeQAgAGMAdQByAHIAZQBuAHQAIAB0AHIAZQBuAGQALgAgAFQAaABlACAAcwBlAG0AaQAtAHIAbwB1AG4AZABlAGQAIABkAGUAdABhAGkAbABzACAAbwBmACAAdABoAGUAIABsAGUAdAB0AGUAcgBzACAAZwBpAHYAZQAgAEwAYQB0AG8AIABhACAAZgBlAGUAbABpAG4AZwAgAG8AZgAgAHcAYQByAG0AdABoACwAIAB3AGgAaQBsAGUAIAB0AGgAZQAgAHMAdAByAG8AbgBnACAAcwB0AHIAdQBjAHQAdQByAGUAIABwAHIAbwB2AGkAZABlAHMAIABzAHQAYQBiAGkAbABpAHQAeQAgAGEAbgBkACAAcwBlAHIAaQBvAHUAcwBuAGUAcwBzAC4AaAB0AHQAcAA6AC8ALwB3AHcAdwAuAHQAeQBwAG8AbABhAG4AZAAuAGMAbwBtAC8AaAB0AHQAcAA6AC8ALwB3AHcAdwAuAHQAeQBwAG8AbABhAG4AZAAuAGMAbwBtAC8AZABlAHMAaQBnAG4AZQByAHMALwBMAHUAawBhAHMAegBfAEQAegBpAGUAZAB6AGkAYwAvAEMAbwBwAHkAcgBpAGcAaAB0ACAAKABjACkAIAAyADAAMQAwAC0AMgAwADEAMQAgAGIAeQAgAHQAeQBQAG8AbABhAG4AZAAgAEwAdQBrAGEAcwB6ACAARAB6AGkAZQBkAHoAaQBjACAAKABoAHQAdABwADoALwAvAHcAdwB3AC4AdAB5AHAAbwBsAGEAbgBkAC4AYwBvAG0ALwApACAAdwBpAHQAaAAgAFIAZQBzAGUAcgB2AGUAZAAgAEYAbwBuAHQAIABOAGEAbQBlACAAIgBMAGEAdABvACIALgAgAEwAaQBjAGUAbgBzAGUAZAAgAHUAbgBkAGUAcgAgAHQAaABlACAAUwBJAEwAIABPAHAAZQBuACAARgBvAG4AdAAgAEwAaQBjAGUAbgBzAGUALAAgAFYAZQByAHMAaQBvAG4AIAAxAC4AMQAgACgAaAB0AHQAcAA6AC8ALwBzAGMAcgBpAHAAdABzAC4AcwBpAGwALgBvAHIAZwAvAE8ARgBMACkALgBoAHQAdABwADoALwAvAHMAYwByAGkAcAB0AHMALgBzAGkAbAAuAG8AcgBnAC8ATwBGAEwAAAACAAAAAAAA/4gAoAAAAAAAAAAAAAAAAAAAAAAAAAAAARUAAAECAAIAAwAEAAUABgAHAAgACQAKAAsADAANAA4ADwAQABEAEgATABQAFQAWABcAGAAZABoAGwAcAB0AHgAfACAAIQAiACMAJAAlACYAJwAoACkAKgArACwALQAuAC8AMAAxADIAMwA0ADUANgA3ADgAOQA6ADsAPAA9AD4APwBAAEEAQgBDAEQARQBGAEcASABJAEoASwBMAE0ATgBPAFAAUQBSAFMAVABVAFYAVwBYAFkAWgBbAFwAXQBeAF8AYABhAQMAowCEAIUAvQCWAOgAhgCOAIsAnQCpAKQBBACKAQUAgwCTAPIA8wCNAJcAiAEGAN4A8QCeAKoA9QD0APYAogCtAMkAxwCuAGIAYwCQAGQAywBlAMgAygDPAMwAzQDOAOkAZgDTANAA0QCvAGcA8ACRANYA1ADVAGgA6wDtAIkAagBpAGsAbQBsAG4AoABvAHEAcAByAHMAdQB0AHYAdwDqAHgAegB5AHsAfQB8ALgAoQB/AH4AgACBAOwA7gC6AQcBCAD9AP4BCQEKANcA4gDjAQsBDACwALEBDQEOAOQA5QC7AQ8BEAERARIA5gDnAKYA2ADhARMA2wDcAN0A4ADZAN8AmwCyALMAtgC3AMQAtAC1AMUAggDCAIcAqwDGAL4AvwC8ARQAjACfAJgBFQCaAJkA7wClAJIAnACnAI8AlACVALkBFgDAAMEBFwEYARkBGgEbARwBHQEeAR8BIAEhASIBIwROVUxMB3VuaTAwQTAHdW5pMDBBRAZtYWNyb24OcGVyaW9kY2VudGVyZWQHQW9nb25lawdhb2dvbmVrB0VvZ29uZWsHZW9nb25lawZOYWN1dGUGbmFjdXRlBlNhY3V0ZQZzYWN1dGUGWmFjdXRlBnphY3V0ZQpaZG90YWNjZW50Cnpkb3RhY2NlbnQHdW5pMDJDOQRFdXJvBURlbHRhB3VuaTI2NjkQdW5kZXJjb21tYWFjY2VudApncmF2ZS5jYXNlDWRpZXJlc2lzLmNhc2ULbWFjcm9uLmNhc2UKYWN1dGUuY2FzZQ9jaXJjdW1mbGV4LmNhc2UKY2Fyb24uY2FzZQpicmV2ZS5jYXNlDmRvdGFjY2VudC5jYXNlCXJpbmcuY2FzZQp0aWxkZS5jYXNlEWh1bmdhcnVtbGF1dC5jYXNlCmNhcm9uLnNhbHQAAAABAAIADQAH//8ADwABAAAACgAwAEoAAkRGTFQADmxhdG4AGgAEAAAAAP//AAEAAAAEAAAAAP//AAEAAQACa2VybgAOa2VybgAUAAAAAQAAAAAAAQAAAAEABAACAAAAAgAKUBwAAVC0AAQAAAB6AP4CNANqA/wFMgX4BpYHXAkyCdgKwgrsC5IMaAyqDYAOtg9cEBYQvBEWEqwS7hTEFfIWyBiKGWQZ9hrgGy4biBviHCwcehzMHRodaB3CHhweUh7kHvYfSB/aIGwhEiJIIuYjhCQqJWAlqiX0JpIm3CgSKLApmiqEK24sWC1CLiwuVi78L6IwSDDuMZQyOjLgMyIzZDOmM+g1qjZQNp427Dc6N4g31jgkOH442DkyOYw55jo0Oo466DtCO5w79jxQPOI9PD3OPrg/Bj8wP4pAFEBiQLxCfkNYRDJFDEWqRkhHfki0SXpKsEvmTKxNSk3oToZPvABNAAn/QQAP/ysAEP9XABH/KwAS/0EAI//WACT/QQAm/9YAKv/WADL/1gA0/9YAOQAsADoALAA8ACQAPwAsAET/vgBG/6AAR/+gAEj/oABS/6AAVP+gAGv/1gBt/1cAb/9XAHD/1gB5/1cAff9XAIL/QQCD/0EAhP9BAIX/QQCG/0EAh/9BAIj/QQCJ/9YAlP/WAJX/1gCW/9YAl//WAJj/1gCa/9YAnwAkAKL/vgCj/74ApP++AKX/vgCm/74Ap/++AKj/vgCp/6AAqv+gAKv/oACs/6AArf+gALL/oAC0/6AAtf+gALb/oAC3/6AAuP+gALr/oADC/0EAw/++AMT/1gDF/6AAx/+gAM3/1gDO/6AA0wAkAOX/VwDm/1cA6f8rAOz/KwDv/1cA8v9XAPP/VwD5/0EATQAJ/0EAD/8rABD/VwAR/ysAEv9BACP/1gAk/0EAJv/WACr/1gAy/9YANP/WADkALAA6ACwAPAAkAD8ALABE/74ARv+gAEf/oABI/6AAUv+gAFT/oABr/9YAbf9XAG//VwBw/9YAef9XAH3/VwCC/0EAg/9BAIT/QQCF/0EAhv9BAIf/QQCI/0EAif/WAJT/1gCV/9YAlv/WAJf/1gCY/9YAmv/WAJ8AJACi/74Ao/++AKT/vgCl/74Apv++AKf/vgCo/74Aqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9BAMP/vgDE/9YAxf+gAMf/oADN/9YAzv+gANMAJADl/1cA5v9XAOn/KwDs/ysA7/9XAPL/VwDz/1cA+f9BACQAI//YACb/2AAq/9gAMv/YADT/2ABG/9wAR//cAEj/3ABS/9wAVP/cAGv/2ABw/9gAif/YAJT/2ACV/9gAlv/YAJf/2ACY/9gAmv/YAKn/3ACq/9wAq//cAKz/3ACt/9wAsv/cALT/3AC1/9wAtv/cALf/3AC4/9wAuv/cAMT/2ADF/9wAx//cAM3/2ADO/9wATQAJ/0EAD/8rABD/VwAR/ysAEv9BACP/1gAk/0EAJv/WACr/1gAy/9YANP/WADkALAA6ACwAPAAkAD8ALABE/74ARv+gAEf/oABI/6AAUv+gAFT/oABr/9YAbf9XAG//VwBw/9YAef9XAH3/VwCC/0EAg/9BAIT/QQCF/0EAhv9BAIf/QQCI/0EAif/WAJT/1gCV/9YAlv/WAJf/1gCY/9YAmv/WAJ8AJACi/74Ao/++AKT/vgCl/74Apv++AKf/vgCo/74Aqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9BAMP/vgDE/9YAxf+gAMf/oADN/9YAzv+gANMAJADl/1cA5v9XAOn/KwDs/ysA7/9XAPL/VwDz/1cA+f9BADEABf8rAAr/KwAN/ysAEP98ACP/zAAm/8wAKv/MADL/zAA0/8wAN/9MADn/TAA6/30APP9ZAD//TABZ/3gAWv+5AFz/eABr/8wAbP8rAG3/fABv/3wAcP/MAHL/KwB5/3wAfP8rAH3/fACJ/8wAlP/MAJX/zACW/8wAl//MAJj/zACa/8wAn/9ZAL//eADB/3gAxP/MAM3/zADT/1kA5f98AOb/fADn/ysA6P8rAOr/KwDr/ysA7/98APL/fADz/3wA9v8rACcABf9XAAn/vQAK/1cADf9XAA//fAAR/3wAEv+9ACT/vQA3/0wAOf+MADr/3AA7/74APP9gAD3/0AA//4wAbP9XAHL/VwB8/1cAgv+9AIP/vQCE/70Ahf+9AIb/vQCH/70AiP+9AJ//YADC/70A0/9gANT/0ADW/9AA2P/QAOf/VwDo/1cA6f98AOr/VwDr/1cA7P98APb/VwD5/70AMQAF/ysACv8rAA3/KwAQ/3wAI//MACb/zAAq/8wAMv/MADT/zAA3/0wAOf9MADr/fQA8/1kAP/9MAFn/eABa/7kAXP94AGv/zABs/ysAbf98AG//fABw/8wAcv8rAHn/fAB8/ysAff98AIn/zACU/8wAlf/MAJb/zACX/8wAmP/MAJr/zACf/1kAv/94AMH/eADE/8wAzf/MANP/WQDl/3wA5v98AOf/KwDo/ysA6v8rAOv/KwDv/3wA8v98APP/fAD2/ysAdQAFACwACf9XAAoALAANACwAD/88ABD/jAAR/zwAEv9XAB3/nQAe/50AIgAnACP/yAAk/1cAJv/IACr/yAAt/2QAMv/IADT/yABE/4UARv+FAEf/hQBI/4UASf/iAEr/dgBQ/50AUf+dAFL/hQBT/50AVP+FAFX/nQBW/5QAV//SAFj/nQBZ/8UAW/+9AFz/xQBd/6UAa//IAGwALABt/4wAb/+MAHD/yAByACwAdAAxAHUAMQB3/50Aef+MAHsAMQB8ACwAff+MAIL/VwCD/1cAhP9XAIX/VwCG/1cAh/9XAIj/VwCJ/8gAlP/IAJX/yACW/8gAl//IAJj/yACa/8gAov+FAKP/hQCk/4UApf+FAKb/hQCn/4UAqP+FAKn/hQCq/4UAq/+FAKz/hQCt/4UAsv+FALP/nQC0/4UAtf+FALb/hQC3/4UAuP+FALr/hQC7/50AvP+dAL3/nQC+/50Av//FAMH/xQDC/1cAw/+FAMT/yADF/4UAx/+FAMj/nQDM/50Azf/IAM7/hQDQ/5QA0v+UANX/pQDX/6UA2f+lAOX/jADm/4wA5wAsAOgALADp/zwA6gAsAOsALADs/zwA7/+MAPL/jADz/4wA9gAsAPn/VwApAAX/1gAJ/80ACv/WAAz/2AAN/9YAD//MABH/zAAS/80AJP/NADf/sgA5/8gAO//iADz/sAA9/8AAP//IAED/2ABg/9gAbP/WAHL/1gB8/9YAgv/NAIP/zQCE/80Ahf/NAIb/zQCH/80AiP/NAJ//sADC/80A0/+wANT/wADW/8AA2P/AAOf/1gDo/9YA6f/MAOr/1gDr/9YA7P/MAPb/1gD5/80AOgAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQBt/70Ab/+9AHD/zQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/NAJT/zQCV/80Alv/NAJf/zQCY/80Amv/NAJv/zACc/8wAnf/MAJ7/zACf/0oAv/+lAMH/pQDE/80Azf/NANP/SgDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQD2/0EACgAQ/3AAbf9wAG//cAB5/3AAff9wAOX/cADm/3AA7/9wAPL/cADz/3AAKQAF/9YACf/NAAr/1gAM/9gADf/WAA//zAAR/8wAEv/NACT/zQA3/7IAOf/IADv/4gA8/7AAPf/AAD//yABA/9gAYP/YAGz/1gBy/9YAfP/WAIL/zQCD/80AhP/NAIX/zQCG/80Ah//NAIj/zQCf/7AAwv/NANP/sADU/8AA1v/AANj/wADn/9YA6P/WAOn/zADq/9YA6//WAOz/zAD2/9YA+f/NADUACf9tAA//TAAR/0wAEv9tAB3/xAAe/8QAIgAeACT/bQAt/0MARv/AAEf/wABI/8AAUP/EAFH/xABS/8AAU//EAFT/wABV/8QAWP/EAHf/xACC/20Ag/9tAIT/bQCF/20Ahv9tAIf/bQCI/20Aqf/AAKr/wACr/8AArP/AAK3/wACy/8AAs//EALT/wAC1/8AAtv/AALf/wAC4/8AAuv/AALv/xAC8/8QAvf/EAL7/xADC/20Axf/AAMf/wADI/8QAzP/EAM7/wADp/0wA7P9MAPn/bQAQAAn/zAAP/84AEf/OABL/zAAk/8wAgv/MAIP/zACE/8wAhf/MAIb/zACH/8wAiP/MAML/zADp/84A7P/OAPn/zAA1ABD/vgAj/+IAJv/iACr/4gAy/+IANP/iAEb/1QBH/9UASP/VAEn/yABS/9UAVP/VAFf/pQBZ/7cAWv/MAFz/twBr/+IAbf++AG//vgBw/+IAef++AH3/vgCJ/+IAlP/iAJX/4gCW/+IAl//iAJj/4gCa/+IAqf/VAKr/1QCr/9UArP/VAK3/1QCy/9UAtP/VALX/1QC2/9UAt//VALj/1QC6/9UAv/+3AMH/twDE/+IAxf/VAMf/1QDN/+IAzv/VAOX/vgDm/74A7/++APL/vgDz/74ATQAF/uQACv7kAA3+5AAPADoAEP9OABEAOgAi/84AI/+wACb/sAAq/7AAMv+wADT/sAA3/1AAOf9BADr/WQA8/x0AP/9BAEb/2gBH/9oASP/aAFL/2gBU/9oAWf+JAFr/sABc/4kAa/+wAGz+5ABt/04Ab/9OAHD/sABy/uQAdP8tAHX/LQB5/04Ae/8tAHz+5AB9/04Aif+wAJT/sACV/7AAlv+wAJf/sACY/7AAmv+wAJ//HQCp/9oAqv/aAKv/2gCs/9oArf/aALL/2gC0/9oAtf/aALb/2gC3/9oAuP/aALr/2gC//4kAwf+JAMT/sADF/9oAx//aAM3/sADO/9oA0/8dAOX/TgDm/04A5/7kAOj+5ADpADoA6v7kAOv+5ADsADoA7/9OAPL/TgDz/04A9v7kACkABf/WAAn/zQAK/9YADP/YAA3/1gAP/8wAEf/MABL/zQAk/80AN/+yADn/yAA7/+IAPP+wAD3/wAA//8gAQP/YAGD/2ABs/9YAcv/WAHz/1gCC/80Ag//NAIT/zQCF/80Ahv/NAIf/zQCI/80An/+wAML/zQDT/7AA1P/AANb/wADY/8AA5//WAOj/1gDp/8wA6v/WAOv/1gDs/8wA9v/WAPn/zQAuAAn/ZQAP/vcAEf73ABL/ZQAk/2UALf9BAET/zgBG/+IAR//iAEj/4gBS/+IAVP/iAIL/ZQCD/2UAhP9lAIX/ZQCG/2UAh/9lAIj/ZQCi/84Ao//OAKT/zgCl/84Apv/OAKf/zgCo/84Aqf/iAKr/4gCr/+IArP/iAK3/4gCy/+IAtP/iALX/4gC2/+IAt//iALj/4gC6/+IAwv9lAMP/zgDF/+IAx//iAM7/4gDp/vcA7P73APn/ZQApAAX/1gAJ/80ACv/WAAz/2AAN/9YAD//MABH/zAAS/80AJP/NADf/sgA5/8gAO//iADz/sAA9/8AAP//IAED/2ABg/9gAbP/WAHL/1gB8/9YAgv/NAIP/zQCE/80Ahf/NAIb/zQCH/80AiP/NAJ//sADC/80A0/+wANT/wADW/8AA2P/AAOf/1gDo/9YA6f/MAOr/1gDr/9YA7P/MAPb/1gD5/80AFgAj/9AAJv/QACr/0AAy/9AANP/QADf/yAA4/80Aa//QAHD/0ACJ/9AAlP/QAJX/0ACW/9AAl//QAJj/0ACa/9AAm//NAJz/zQCd/80Anv/NAMT/0ADN/9AAZQAJ/20AD/9MABD/TAAR/0wAEv9tAB3/YAAe/2AAI/+yACT/bQAm/7IAKv+yAC3/OAAy/7IANP+yAET/DABG/zQAR/80AEj/NABK/0sAUP9gAFH/YABS/zQAU/9gAFT/NABV/2AAVv90AFj/YABZ/0wAWv90AFv/dwBc/0wAXf+IAGv/sgBt/0wAb/9MAHD/sgB3/2AAef9MAH3/TACC/20Ag/9tAIT/bQCF/20Ahv9tAIf/bQCI/20Aif+yAJT/sgCV/7IAlv+yAJf/sgCY/7IAmv+yAKL/DACj/wwApP8MAKX/DACm/wwAp/8MAKj/DACp/zQAqv80AKv/NACs/zQArf80ALL/NACz/2AAtP80ALX/NAC2/zQAt/80ALj/NAC6/zQAu/9gALz/YAC9/2AAvv9gAL//TADB/0wAwv9tAMP/DADE/7IAxf80AMf/NADI/2AAzP9gAM3/sgDO/zQA0P90ANL/dADV/4gA1/+IANn/iADl/0wA5v9MAOn/TADs/0wA7/9MAPL/TADz/0wA+f9tABAACf/MAA//zgAR/84AEv/MACT/zACC/8wAg//MAIT/zACF/8wAhv/MAIf/zACI/8wAwv/MAOn/zgDs/84A+f/MAHUABQAsAAn/VwAKACwADQAsAA//PAAQ/4wAEf88ABL/VwAd/50AHv+dACIAJwAj/8gAJP9XACb/yAAq/8gALf9kADL/yAA0/8gARP+FAEb/hQBH/4UASP+FAEn/4gBK/3YAUP+dAFH/nQBS/4UAU/+dAFT/hQBV/50AVv+UAFf/0gBY/50AWf/FAFv/vQBc/8UAXf+lAGv/yABsACwAbf+MAG//jABw/8gAcgAsAHQAMQB1ADEAd/+dAHn/jAB7ADEAfAAsAH3/jACC/1cAg/9XAIT/VwCF/1cAhv9XAIf/VwCI/1cAif/IAJT/yACV/8gAlv/IAJf/yACY/8gAmv/IAKL/hQCj/4UApP+FAKX/hQCm/4UAp/+FAKj/hQCp/4UAqv+FAKv/hQCs/4UArf+FALL/hQCz/50AtP+FALX/hQC2/4UAt/+FALj/hQC6/4UAu/+dALz/nQC9/50Avv+dAL//xQDB/8UAwv9XAMP/hQDE/8gAxf+FAMf/hQDI/50AzP+dAM3/yADO/4UA0P+UANL/lADV/6UA1/+lANn/pQDl/4wA5v+MAOcALADoACwA6f88AOoALADrACwA7P88AO//jADy/4wA8/+MAPYALAD5/1cASwAFACwACf+KAAoALAANACwAD/99ABD/3AAR/30AEv+KACIAIAAk/4oALf+RAET/nQBG/9cAR//XAEj/1wBK/6AAUv/XAFT/1wBW/8sAbAAsAG3/3ABv/9wAcgAsAHQALAB1ACwAef/cAHsALAB8ACwAff/cAIL/igCD/4oAhP+KAIX/igCG/4oAh/+KAIj/igCi/50Ao/+dAKT/nQCl/50Apv+dAKf/nQCo/50Aqf/XAKr/1wCr/9cArP/XAK3/1wCy/9cAtP/XALX/1wC2/9cAt//XALj/1wC6/9cAwv+KAMP/nQDF/9cAx//XAM7/1wDQ/8sA0v/LAOX/3ADm/9wA5wAsAOgALADp/30A6gAsAOsALADs/30A7//cAPL/3ADz/9wA9gAsAPn/igA1ABD/vgAj/+IAJv/iACr/4gAy/+IANP/iAEb/1QBH/9UASP/VAEn/yABS/9UAVP/VAFf/pQBZ/7cAWv/MAFz/twBr/+IAbf++AG//vgBw/+IAef++AH3/vgCJ/+IAlP/iAJX/4gCW/+IAl//iAJj/4gCa/+IAqf/VAKr/1QCr/9UArP/VAK3/1QCy/9UAtP/VALX/1QC2/9UAt//VALj/1QC6/9UAv/+3AMH/twDE/+IAxf/VAMf/1QDN/+IAzv/VAOX/vgDm/74A7/++APL/vgDz/74AcAAFACQACf9KAAoAJAANACQAD/9ZABD/YAAR/1kAEv9KAB3/fQAe/30AIgAgACP/sAAk/0oAJv+wACr/sAAt/zgAMv+wADT/sABE/28ARv9gAEf/YABI/2AASv9QAFD/fQBR/30AUv9gAFP/fQBU/2AAVf99AFb/dQBY/30AWf+cAFr/oABb/3gAXP+cAGv/sABsACQAbf9gAG//YABw/7AAcgAkAHQAOAB1ADgAd/99AHn/YAB7ADgAfAAkAH3/YACC/0oAg/9KAIT/SgCF/0oAhv9KAIf/SgCI/0oAif+wAJT/sACV/7AAlv+wAJf/sACY/7AAmv+wAKL/bwCj/28ApP9vAKX/bwCm/28Ap/9vAKj/bwCp/2AAqv9gAKv/YACs/2AArf9gALL/YACz/30AtP9gALX/YAC2/2AAt/9gALj/YAC6/2AAu/99ALz/fQC9/30Avv99AL//nADB/5wAwv9KAMP/bwDE/7AAxf9gAMf/YADI/30AzP99AM3/sADO/2AA0P91ANL/dQDl/2AA5v9gAOcAJADoACQA6f9ZAOoAJADrACQA7P9ZAO//YADy/2AA8/9gAPYAJAD5/0oANgAQ/8AAIgAgACP/zwAm/88AKv/PADL/zwA0/88ARv/jAEf/4wBI/+MAUv/jAFT/4wBW/+0AWf/eAFz/3gBr/88Abf/AAG//wABw/88Aef/AAH3/wACJ/88AlP/PAJX/zwCW/88Al//PAJj/zwCa/88Aqf/jAKr/4wCr/+MArP/jAK3/4wCy/+MAtP/jALX/4wC2/+MAt//jALj/4wC6/+MAv//eAMH/3gDE/88Axf/jAMf/4wDN/88Azv/jAND/7QDS/+0A5f/AAOb/wADv/8AA8v/AAPP/wAAkACP/2AAm/9gAKv/YADL/2AA0/9gARv/cAEf/3ABI/9wAUv/cAFT/3ABr/9gAcP/YAIn/2ACU/9gAlf/YAJb/2ACX/9gAmP/YAJr/2ACp/9wAqv/cAKv/3ACs/9wArf/cALL/3AC0/9wAtf/cALb/3AC3/9wAuP/cALr/3ADE/9gAxf/cAMf/3ADN/9gAzv/cADoABf9BAAr/QQAN/0EAEP+9ACL/wQAj/80AJv/NACr/zQAtADgAMv/NADT/zQA3/20AOP/MADn/VwA6/5oAPP9KAD//VwBZ/6UAXP+lAGv/zQBs/0EAbf+9AG//vQBw/80Acv9BAHT/NgB1/zYAef+9AHv/NgB8/0EAff+9AIn/zQCU/80Alf/NAJb/zQCX/80AmP/NAJr/zQCb/8wAnP/MAJ3/zACe/8wAn/9KAL//pQDB/6UAxP/NAM3/zQDT/0oA5f+9AOb/vQDn/0EA6P9BAOr/QQDr/0EA7/+9APL/vQDz/70A9v9BABMABf+0AAr/tAAN/7QAWf/cAFr/7gBc/9wAbP+0AHL/tAB0/7QAdf+0AHv/tAB8/7QAv//cAMH/3ADn/7QA6P+0AOr/tADr/7QA9v+0ABYABf+gAAr/oAAM/9wADf+gADn/hQA6/9cAP/+FAED/3ABZ/98AW//EAFz/3wBg/9wAbP+gAHL/oAB8/6AAv//fAMH/3wDn/6AA6P+gAOr/oADr/6AA9v+gABYABf+gAAr/oAAM/9wADf+gADn/hQA6/9cAP/+FAED/3ABZ/98AW//EAFz/3wBg/9wAbP+gAHL/oAB8/6AAv//fAMH/3wDn/6AA6P+gAOr/oADr/6AA9v+gABIABQBAAAoAQAANAEAAD/+EABH/hABsAEAAcgBAAHQAZAB1AGQAewBkAHwAQADnAEAA6ABAAOn/hADqAEAA6wBAAOz/hAD2AEAAEwAF/7QACv+0AA3/tABZ/9wAWv/uAFz/3ABs/7QAcv+0AHT/tAB1/7QAe/+0AHz/tAC//9wAwf/cAOf/tADo/7QA6v+0AOv/tAD2/7QAFABG/8QAR//EAEj/xABS/8QAVP/EAKn/xACq/8QAq//EAKz/xACt/8QAsv/EALT/xAC1/8QAtv/EALf/xAC4/8QAuv/EAMX/xADH/8QAzv/EABMABf+0AAr/tAAN/7QAWf/cAFr/7gBc/9wAbP+0AHL/tAB0/7QAdf+0AHv/tAB8/7QAv//cAMH/3ADn/7QA6P+0AOr/tADr/7QA9v+0ABMABf+0AAr/tAAN/7QAWf/cAFr/7gBc/9wAbP+0AHL/tAB0/7QAdf+0AHv/tAB8/7QAv//cAMH/3ADn/7QA6P+0AOr/tADr/7QA9v+0ABYABf+gAAr/oAAM/9wADf+gADn/hQA6/9cAP/+FAED/3ABZ/98AW//EAFz/3wBg/9wAbP+gAHL/oAB8/6AAv//fAMH/3wDn/6AA6P+gAOr/oADr/6AA9v+gABYABf+gAAr/oAAM/9wADf+gADn/hQA6/9cAP/+FAED/3ABZ/98AW//EAFz/3wBg/9wAbP+gAHL/oAB8/6AAv//fAMH/3wDn/6AA6P+gAOr/oADr/6AA9v+gAA0AD/94ABH/eABE/+MAov/jAKP/4wCk/+MApf/jAKb/4wCn/+MAqP/jAMP/4wDp/3gA7P94ACQACf+lAA//eAAR/3gAEv+lACT/pQBG/98AR//fAEj/3wBS/98AVP/fAIL/pQCD/6UAhP+lAIX/pQCG/6UAh/+lAIj/pQCp/98Aqv/fAKv/3wCs/98Arf/fALL/3wC0/98Atf/fALb/3wC3/98AuP/fALr/3wDC/6UAxf/fAMf/3wDO/98A6f94AOz/eAD5/6UABAAP/7kAEf+5AOn/uQDs/7kAFABG/8QAR//EAEj/xABS/8QAVP/EAKn/xACq/8QAq//EAKz/xACt/8QAsv/EALT/xAC1/8QAtv/EALf/xAC4/8QAuv/EAMX/xADH/8QAzv/EACQACf+lAA//eAAR/3gAEv+lACT/pQBG/98AR//fAEj/3wBS/98AVP/fAIL/pQCD/6UAhP+lAIX/pQCG/6UAh/+lAIj/pQCp/98Aqv/fAKv/3wCs/98Arf/fALL/3wC0/98Atf/fALb/3wC3/98AuP/fALr/3wDC/6UAxf/fAMf/3wDO/98A6f94AOz/eAD5/6UAJAAj/9gAJv/YACr/2AAy/9gANP/YAEb/3ABH/9wASP/cAFL/3ABU/9wAa//YAHD/2ACJ/9gAlP/YAJX/2ACW/9gAl//YAJj/2ACa/9gAqf/cAKr/3ACr/9wArP/cAK3/3ACy/9wAtP/cALX/3AC2/9wAt//cALj/3AC6/9wAxP/YAMX/3ADH/9wAzf/YAM7/3AApAAX/1gAJ/80ACv/WAAz/2AAN/9YAD//MABH/zAAS/80AJP/NADf/sgA5/8gAO//iADz/sAA9/8AAP//IAED/2ABg/9gAbP/WAHL/1gB8/9YAgv/NAIP/zQCE/80Ahf/NAIb/zQCH/80AiP/NAJ//sADC/80A0/+wANT/wADW/8AA2P/AAOf/1gDo/9YA6f/MAOr/1gDr/9YA7P/MAPb/1gD5/80ATQAJ/0EAD/8rABD/VwAR/ysAEv9BACP/1gAk/0EAJv/WACr/1gAy/9YANP/WADkALAA6ACwAPAAkAD8ALABE/74ARv+gAEf/oABI/6AAUv+gAFT/oABr/9YAbf9XAG//VwBw/9YAef9XAH3/VwCC/0EAg/9BAIT/QQCF/0EAhv9BAIf/QQCI/0EAif/WAJT/1gCV/9YAlv/WAJf/1gCY/9YAmv/WAJ8AJACi/74Ao/++AKT/vgCl/74Apv++AKf/vgCo/74Aqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9BAMP/vgDE/9YAxf+gAMf/oADN/9YAzv+gANMAJADl/1cA5v9XAOn/KwDs/ysA7/9XAPL/VwDz/1cA+f9BACcABf9XAAn/vQAK/1cADf9XAA//fAAR/3wAEv+9ACT/vQA3/0wAOf+MADr/3AA7/74APP9gAD3/0AA//4wAbP9XAHL/VwB8/1cAgv+9AIP/vQCE/70Ahf+9AIb/vQCH/70AiP+9AJ//YADC/70A0/9gANT/0ADW/9AA2P/QAOf/VwDo/1cA6f98AOr/VwDr/1cA7P98APb/VwD5/70AJwAF/1cACf+9AAr/VwAN/1cAD/98ABH/fAAS/70AJP+9ADf/TAA5/4wAOv/cADv/vgA8/2AAPf/QAD//jABs/1cAcv9XAHz/VwCC/70Ag/+9AIT/vQCF/70Ahv+9AIf/vQCI/70An/9gAML/vQDT/2AA1P/QANb/0ADY/9AA5/9XAOj/VwDp/3wA6v9XAOv/VwDs/3wA9v9XAPn/vQApAAX/1gAJ/80ACv/WAAz/2AAN/9YAD//MABH/zAAS/80AJP/NADf/sgA5/8gAO//iADz/sAA9/8AAP//IAED/2ABg/9gAbP/WAHL/1gB8/9YAgv/NAIP/zQCE/80Ahf/NAIb/zQCH/80AiP/NAJ//sADC/80A0/+wANT/wADW/8AA2P/AAOf/1gDo/9YA6f/MAOr/1gDr/9YA7P/MAPb/1gD5/80ATQAJ/0EAD/8rABD/VwAR/ysAEv9BACP/1gAk/0EAJv/WACr/1gAy/9YANP/WADkALAA6ACwAPAAkAD8ALABE/74ARv+gAEf/oABI/6AAUv+gAFT/oABr/9YAbf9XAG//VwBw/9YAef9XAH3/VwCC/0EAg/9BAIT/QQCF/0EAhv9BAIf/QQCI/0EAif/WAJT/1gCV/9YAlv/WAJf/1gCY/9YAmv/WAJ8AJACi/74Ao/++AKT/vgCl/74Apv++AKf/vgCo/74Aqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9BAMP/vgDE/9YAxf+gAMf/oADN/9YAzv+gANMAJADl/1cA5v9XAOn/KwDs/ysA7/9XAPL/VwDz/1cA+f9BABIACf82ABL/NgAk/zYAOQAxADoAMQA8ACgAPwAxAIL/NgCD/zYAhP82AIX/NgCG/zYAh/82AIj/NgCfACgAwv82ANMAKAD5/zYAEgAJ/zYAEv82ACT/NgA5ADEAOgAxADwAKAA/ADEAgv82AIP/NgCE/zYAhf82AIb/NgCH/zYAiP82AJ8AKADC/zYA0wAoAPn/NgAnAAX/VwAJ/70ACv9XAA3/VwAP/3wAEf98ABL/vQAk/70AN/9MADn/jAA6/9wAO/++ADz/YAA9/9AAP/+MAGz/VwBy/1cAfP9XAIL/vQCD/70AhP+9AIX/vQCG/70Ah/+9AIj/vQCf/2AAwv+9ANP/YADU/9AA1v/QANj/0ADn/1cA6P9XAOn/fADq/1cA6/9XAOz/fAD2/1cA+f+9ABIACf82ABL/NgAk/zYAOQAxADoAMQA8ACgAPwAxAIL/NgCD/zYAhP82AIX/NgCG/zYAh/82AIj/NgCfACgAwv82ANMAKAD5/zYATQAJ/0EAD/8rABD/VwAR/ysAEv9BACP/1gAk/0EAJv/WACr/1gAy/9YANP/WADkALAA6ACwAPAAkAD8ALABE/74ARv+gAEf/oABI/6AAUv+gAFT/oABr/9YAbf9XAG//VwBw/9YAef9XAH3/VwCC/0EAg/9BAIT/QQCF/0EAhv9BAIf/QQCI/0EAif/WAJT/1gCV/9YAlv/WAJf/1gCY/9YAmv/WAJ8AJACi/74Ao/++AKT/vgCl/74Apv++AKf/vgCo/74Aqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9BAMP/vgDE/9YAxf+gAMf/oADN/9YAzv+gANMAJADl/1cA5v9XAOn/KwDs/ysA7/9XAPL/VwDz/1cA+f9BACcABf9XAAn/vQAK/1cADf9XAA//fAAR/3wAEv+9ACT/vQA3/0wAOf+MADr/3AA7/74APP9gAD3/0AA//4wAbP9XAHL/VwB8/1cAgv+9AIP/vQCE/70Ahf+9AIb/vQCH/70AiP+9AJ//YADC/70A0/9gANT/0ADW/9AA2P/QAOf/VwDo/1cA6f98AOr/VwDr/1cA7P98APb/VwD5/70AOgAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQBt/70Ab/+9AHD/zQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/NAJT/zQCV/80Alv/NAJf/zQCY/80Amv/NAJv/zACc/8wAnf/MAJ7/zACf/0oAv/+lAMH/pQDE/80Azf/NANP/SgDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQD2/0EAOgAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQBt/70Ab/+9AHD/zQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/NAJT/zQCV/80Alv/NAJf/zQCY/80Amv/NAJv/zACc/8wAnf/MAJ7/zACf/0oAv/+lAMH/pQDE/80Azf/NANP/SgDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQD2/0EAOgAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQBt/70Ab/+9AHD/zQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/NAJT/zQCV/80Alv/NAJf/zQCY/80Amv/NAJv/zACc/8wAnf/MAJ7/zACf/0oAv/+lAMH/pQDE/80Azf/NANP/SgDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQD2/0EAOgAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQBt/70Ab/+9AHD/zQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/NAJT/zQCV/80Alv/NAJf/zQCY/80Amv/NAJv/zACc/8wAnf/MAJ7/zACf/0oAv/+lAMH/pQDE/80Azf/NANP/SgDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQD2/0EAOgAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQBt/70Ab/+9AHD/zQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/NAJT/zQCV/80Alv/NAJf/zQCY/80Amv/NAJv/zACc/8wAnf/MAJ7/zACf/0oAv/+lAMH/pQDE/80Azf/NANP/SgDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQD2/0EAOgAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQBt/70Ab/+9AHD/zQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/NAJT/zQCV/80Alv/NAJf/zQCY/80Amv/NAJv/zACc/8wAnf/MAJ7/zACf/0oAv/+lAMH/pQDE/80Azf/NANP/SgDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQD2/0EACgAQ/3AAbf9wAG//cAB5/3AAff9wAOX/cADm/3AA7/9wAPL/cADz/3AAKQAF/9YACf/NAAr/1gAM/9gADf/WAA//zAAR/8wAEv/NACT/zQA3/7IAOf/IADv/4gA8/7AAPf/AAD//yABA/9gAYP/YAGz/1gBy/9YAfP/WAIL/zQCD/80AhP/NAIX/zQCG/80Ah//NAIj/zQCf/7AAwv/NANP/sADU/8AA1v/AANj/wADn/9YA6P/WAOn/zADq/9YA6//WAOz/zAD2/9YA+f/NACkABf/WAAn/zQAK/9YADP/YAA3/1gAP/8wAEf/MABL/zQAk/80AN/+yADn/yAA7/+IAPP+wAD3/wAA//8gAQP/YAGD/2ABs/9YAcv/WAHz/1gCC/80Ag//NAIT/zQCF/80Ahv/NAIf/zQCI/80An/+wAML/zQDT/7AA1P/AANb/wADY/8AA5//WAOj/1gDp/8wA6v/WAOv/1gDs/8wA9v/WAPn/zQApAAX/1gAJ/80ACv/WAAz/2AAN/9YAD//MABH/zAAS/80AJP/NADf/sgA5/8gAO//iADz/sAA9/8AAP//IAED/2ABg/9gAbP/WAHL/1gB8/9YAgv/NAIP/zQCE/80Ahf/NAIb/zQCH/80AiP/NAJ//sADC/80A0/+wANT/wADW/8AA2P/AAOf/1gDo/9YA6f/MAOr/1gDr/9YA7P/MAPb/1gD5/80AKQAF/9YACf/NAAr/1gAM/9gADf/WAA//zAAR/8wAEv/NACT/zQA3/7IAOf/IADv/4gA8/7AAPf/AAD//yABA/9gAYP/YAGz/1gBy/9YAfP/WAIL/zQCD/80AhP/NAIX/zQCG/80Ah//NAIj/zQCf/7AAwv/NANP/sADU/8AA1v/AANj/wADn/9YA6P/WAOn/zADq/9YA6//WAOz/zAD2/9YA+f/NACkABf/WAAn/zQAK/9YADP/YAA3/1gAP/8wAEf/MABL/zQAk/80AN/+yADn/yAA7/+IAPP+wAD3/wAA//8gAQP/YAGD/2ABs/9YAcv/WAHz/1gCC/80Ag//NAIT/zQCF/80Ahv/NAIf/zQCI/80An/+wAML/zQDT/7AA1P/AANb/wADY/8AA5//WAOj/1gDp/8wA6v/WAOv/1gDs/8wA9v/WAPn/zQApAAX/1gAJ/80ACv/WAAz/2AAN/9YAD//MABH/zAAS/80AJP/NADf/sgA5/8gAO//iADz/sAA9/8AAP//IAED/2ABg/9gAbP/WAHL/1gB8/9YAgv/NAIP/zQCE/80Ahf/NAIb/zQCH/80AiP/NAJ//sADC/80A0/+wANT/wADW/8AA2P/AAOf/1gDo/9YA6f/MAOr/1gDr/9YA7P/MAPb/1gD5/80AKQAF/9YACf/NAAr/1gAM/9gADf/WAA//zAAR/8wAEv/NACT/zQA3/7IAOf/IADv/4gA8/7AAPf/AAD//yABA/9gAYP/YAGz/1gBy/9YAfP/WAIL/zQCD/80AhP/NAIX/zQCG/80Ah//NAIj/zQCf/7AAwv/NANP/sADU/8AA1v/AANj/wADn/9YA6P/WAOn/zADq/9YA6//WAOz/zAD2/9YA+f/NABAACf/MAA//zgAR/84AEv/MACT/zACC/8wAg//MAIT/zACF/8wAhv/MAIf/zACI/8wAwv/MAOn/zgDs/84A+f/MABAACf/MAA//zgAR/84AEv/MACT/zACC/8wAg//MAIT/zACF/8wAhv/MAIf/zACI/8wAwv/MAOn/zgDs/84A+f/MABAACf/MAA//zgAR/84AEv/MACT/zACC/8wAg//MAIT/zACF/8wAhv/MAIf/zACI/8wAwv/MAOn/zgDs/84A+f/MABAACf/MAA//zgAR/84AEv/MACT/zACC/8wAg//MAIT/zACF/8wAhv/MAIf/zACI/8wAwv/MAOn/zgDs/84A+f/MAHAABQAkAAn/SgAKACQADQAkAA//WQAQ/2AAEf9ZABL/SgAd/30AHv99ACIAIAAj/7AAJP9KACb/sAAq/7AALf84ADL/sAA0/7AARP9vAEb/YABH/2AASP9gAEr/UABQ/30AUf99AFL/YABT/30AVP9gAFX/fQBW/3UAWP99AFn/nABa/6AAW/94AFz/nABr/7AAbAAkAG3/YABv/2AAcP+wAHIAJAB0ADgAdQA4AHf/fQB5/2AAewA4AHwAJAB9/2AAgv9KAIP/SgCE/0oAhf9KAIb/SgCH/0oAiP9KAIn/sACU/7AAlf+wAJb/sACX/7AAmP+wAJr/sACi/28Ao/9vAKT/bwCl/28Apv9vAKf/bwCo/28Aqf9gAKr/YACr/2AArP9gAK3/YACy/2AAs/99ALT/YAC1/2AAtv9gALf/YAC4/2AAuv9gALv/fQC8/30Avf99AL7/fQC//5wAwf+cAML/SgDD/28AxP+wAMX/YADH/2AAyP99AMz/fQDN/7AAzv9gAND/dQDS/3UA5f9gAOb/YADnACQA6AAkAOn/WQDqACQA6wAkAOz/WQDv/2AA8v9gAPP/YAD2ACQA+f9KACkABf/WAAn/zQAK/9YADP/YAA3/1gAP/8wAEf/MABL/zQAk/80AN/+yADn/yAA7/+IAPP+wAD3/wAA//8gAQP/YAGD/2ABs/9YAcv/WAHz/1gCC/80Ag//NAIT/zQCF/80Ahv/NAIf/zQCI/80An/+wAML/zQDT/7AA1P/AANb/wADY/8AA5//WAOj/1gDp/8wA6v/WAOv/1gDs/8wA9v/WAPn/zQATAAX/tAAK/7QADf+0AFn/3ABa/+4AXP/cAGz/tABy/7QAdP+0AHX/tAB7/7QAfP+0AL//3ADB/9wA5/+0AOj/tADq/7QA6/+0APb/tAATAAX/tAAK/7QADf+0AFn/3ABa/+4AXP/cAGz/tABy/7QAdP+0AHX/tAB7/7QAfP+0AL//3ADB/9wA5/+0AOj/tADq/7QA6/+0APb/tAATAAX/tAAK/7QADf+0AFn/3ABa/+4AXP/cAGz/tABy/7QAdP+0AHX/tAB7/7QAfP+0AL//3ADB/9wA5/+0AOj/tADq/7QA6/+0APb/tAATAAX/tAAK/7QADf+0AFn/3ABa/+4AXP/cAGz/tABy/7QAdP+0AHX/tAB7/7QAfP+0AL//3ADB/9wA5/+0AOj/tADq/7QA6/+0APb/tAATAAX/tAAK/7QADf+0AFn/3ABa/+4AXP/cAGz/tABy/7QAdP+0AHX/tAB7/7QAfP+0AL//3ADB/9wA5/+0AOj/tADq/7QA6/+0APb/tAATAAX/tAAK/7QADf+0AFn/3ABa/+4AXP/cAGz/tABy/7QAdP+0AHX/tAB7/7QAfP+0AL//3ADB/9wA5/+0AOj/tADq/7QA6/+0APb/tAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAATAAX/tAAK/7QADf+0AFn/3ABa/+4AXP/cAGz/tABy/7QAdP+0AHX/tAB7/7QAfP+0AL//3ADB/9wA5/+0AOj/tADq/7QA6/+0APb/tAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAWAAX/oAAK/6AADP/cAA3/oAA5/4UAOv/XAD//hQBA/9wAWf/fAFv/xABc/98AYP/cAGz/oABy/6AAfP+gAL//3wDB/98A5/+gAOj/oADq/6AA6/+gAPb/oAAkAAn/pQAP/3gAEf94ABL/pQAk/6UARv/fAEf/3wBI/98AUv/fAFT/3wCC/6UAg/+lAIT/pQCF/6UAhv+lAIf/pQCI/6UAqf/fAKr/3wCr/98ArP/fAK3/3wCy/98AtP/fALX/3wC2/98At//fALj/3wC6/98Awv+lAMX/3wDH/98Azv/fAOn/eADs/3gA+f+lABYABf+gAAr/oAAM/9wADf+gADn/hQA6/9cAP/+FAED/3ABZ/98AW//EAFz/3wBg/9wAbP+gAHL/oAB8/6AAv//fAMH/3wDn/6AA6P+gAOr/oADr/6AA9v+gACQACf+lAA//eAAR/3gAEv+lACT/pQBG/98AR//fAEj/3wBS/98AVP/fAIL/pQCD/6UAhP+lAIX/pQCG/6UAh/+lAIj/pQCp/98Aqv/fAKv/3wCs/98Arf/fALL/3wC0/98Atf/fALb/3wC3/98AuP/fALr/3wDC/6UAxf/fAMf/3wDO/98A6f94AOz/eAD5/6UAOgAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQBt/70Ab/+9AHD/zQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/NAJT/zQCV/80Alv/NAJf/zQCY/80Amv/NAJv/zACc/8wAnf/MAJ7/zACf/0oAv/+lAMH/pQDE/80Azf/NANP/SgDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQD2/0EAEwAF/7QACv+0AA3/tABZ/9wAWv/uAFz/3ABs/7QAcv+0AHT/tAB1/7QAe/+0AHz/tAC//9wAwf/cAOf/tADo/7QA6v+0AOv/tAD2/7QACgAQ/3AAbf9wAG//cAB5/3AAff9wAOX/cADm/3AA7/9wAPL/cADz/3AAFgAF/6AACv+gAAz/3AAN/6AAOf+FADr/1wA//4UAQP/cAFn/3wBb/8QAXP/fAGD/3ABs/6AAcv+gAHz/oAC//98Awf/fAOf/oADo/6AA6v+gAOv/oAD2/6AAIgAF/3QACv90AA3/dAAQ/48AOf9VADr/fQA8/1kAP/9VAFn/xgBc/8YAbP90AG3/jwBv/48Acv90AHT/eAB1/3gAef+PAHv/eAB8/3QAff+PAJ//WQC//8YAwf/GANP/WQDl/48A5v+PAOf/dADo/3QA6v90AOv/dADv/48A8v+PAPP/jwD2/3QAEwAF/7QACv+0AA3/tABZ/9wAWv/uAFz/3ABs/7QAcv+0AHT/tAB1/7QAe/+0AHz/tAC//9wAwf/cAOf/tADo/7QA6v+0AOv/tAD2/7QAFgAF/6AACv+gAAz/3AAN/6AAOf+FADr/1wA//4UAQP/cAFn/3wBb/8QAXP/fAGD/3ABs/6AAcv+gAHz/oAC//98Awf/fAOf/oADo/6AA6v+gAOv/oAD2/6AAcAAFACQACf9KAAoAJAANACQAD/9ZABD/YAAR/1kAEv9KAB3/fQAe/30AIgAgACP/sAAk/0oAJv+wACr/sAAt/zgAMv+wADT/sABE/28ARv9gAEf/YABI/2AASv9QAFD/fQBR/30AUv9gAFP/fQBU/2AAVf99AFb/dQBY/30AWf+cAFr/oABb/3gAXP+cAGv/sABsACQAbf9gAG//YABw/7AAcgAkAHQAOAB1ADgAd/99AHn/YAB7ADgAfAAkAH3/YACC/0oAg/9KAIT/SgCF/0oAhv9KAIf/SgCI/0oAif+wAJT/sACV/7AAlv+wAJf/sACY/7AAmv+wAKL/bwCj/28ApP9vAKX/bwCm/28Ap/9vAKj/bwCp/2AAqv9gAKv/YACs/2AArf9gALL/YACz/30AtP9gALX/YAC2/2AAt/9gALj/YAC6/2AAu/99ALz/fQC9/30Avv99AL//nADB/5wAwv9KAMP/bwDE/7AAxf9gAMf/YADI/30AzP99AM3/sADO/2AA0P91ANL/dQDl/2AA5v9gAOcAJADoACQA6f9ZAOoAJADrACQA7P9ZAO//YADy/2AA8/9gAPYAJAD5/0oANgAQ/8AAIgAgACP/zwAm/88AKv/PADL/zwA0/88ARv/jAEf/4wBI/+MAUv/jAFT/4wBW/+0AWf/eAFz/3gBr/88Abf/AAG//wABw/88Aef/AAH3/wACJ/88AlP/PAJX/zwCW/88Al//PAJj/zwCa/88Aqf/jAKr/4wCr/+MArP/jAK3/4wCy/+MAtP/jALX/4wC2/+MAt//jALj/4wC6/+MAv//eAMH/3gDE/88Axf/jAMf/4wDN/88Azv/jAND/7QDS/+0A5f/AAOb/wADv/8AA8v/AAPP/wAA2ABD/wAAiACAAI//PACb/zwAq/88AMv/PADT/zwBG/+MAR//jAEj/4wBS/+MAVP/jAFb/7QBZ/94AXP/eAGv/zwBt/8AAb//AAHD/zwB5/8AAff/AAIn/zwCU/88Alf/PAJb/zwCX/88AmP/PAJr/zwCp/+MAqv/jAKv/4wCs/+MArf/jALL/4wC0/+MAtf/jALb/4wC3/+MAuP/jALr/4wC//94Awf/eAMT/zwDF/+MAx//jAM3/zwDO/+MA0P/tANL/7QDl/8AA5v/AAO//wADy/8AA8//AADYAEP/AACIAIAAj/88AJv/PACr/zwAy/88ANP/PAEb/4wBH/+MASP/jAFL/4wBU/+MAVv/tAFn/3gBc/94Aa//PAG3/wABv/8AAcP/PAHn/wAB9/8AAif/PAJT/zwCV/88Alv/PAJf/zwCY/88Amv/PAKn/4wCq/+MAq//jAKz/4wCt/+MAsv/jALT/4wC1/+MAtv/jALf/4wC4/+MAuv/jAL//3gDB/94AxP/PAMX/4wDH/+MAzf/PAM7/4wDQ/+0A0v/tAOX/wADm/8AA7//AAPL/wADz/8AAJwAF/1cACf+9AAr/VwAN/1cAD/98ABH/fAAS/70AJP+9ADf/TAA5/4wAOv/cADv/vgA8/2AAPf/QAD//jABs/1cAcv9XAHz/VwCC/70Ag/+9AIT/vQCF/70Ahv+9AIf/vQCI/70An/9gAML/vQDT/2AA1P/QANb/0ADY/9AA5/9XAOj/VwDp/3wA6v9XAOv/VwDs/3wA9v9XAPn/vQAnAAX/VwAJ/70ACv9XAA3/VwAP/3wAEf98ABL/vQAk/70AN/9MADn/jAA6/9wAO/++ADz/YAA9/9AAP/+MAGz/VwBy/1cAfP9XAIL/vQCD/70AhP+9AIX/vQCG/70Ah/+9AIj/vQCf/2AAwv+9ANP/YADU/9AA1v/QANj/0ADn/1cA6P9XAOn/fADq/1cA6/9XAOz/fAD2/1cA+f+9AE0ACf9BAA//KwAQ/1cAEf8rABL/QQAj/9YAJP9BACb/1gAq/9YAMv/WADT/1gA5ACwAOgAsADwAJAA/ACwARP++AEb/oABH/6AASP+gAFL/oABU/6AAa//WAG3/VwBv/1cAcP/WAHn/VwB9/1cAgv9BAIP/QQCE/0EAhf9BAIb/QQCH/0EAiP9BAIn/1gCU/9YAlf/WAJb/1gCX/9YAmP/WAJr/1gCfACQAov++AKP/vgCk/74Apf++AKb/vgCn/74AqP++AKn/oACq/6AAq/+gAKz/oACt/6AAsv+gALT/oAC1/6AAtv+gALf/oAC4/6AAuv+gAML/QQDD/74AxP/WAMX/oADH/6AAzf/WAM7/oADTACQA5f9XAOb/VwDp/ysA7P8rAO//VwDy/1cA8/9XAPn/QQBNAAn/QQAP/ysAEP9XABH/KwAS/0EAI//WACT/QQAm/9YAKv/WADL/1gA0/9YAOQAsADoALAA8ACQAPwAsAET/vgBG/6AAR/+gAEj/oABS/6AAVP+gAGv/1gBt/1cAb/9XAHD/1gB5/1cAff9XAIL/QQCD/0EAhP9BAIX/QQCG/0EAh/9BAIj/QQCJ/9YAlP/WAJX/1gCW/9YAl//WAJj/1gCa/9YAnwAkAKL/vgCj/74ApP++AKX/vgCm/74Ap/++AKj/vgCp/6AAqv+gAKv/oACs/6AArf+gALL/oAC0/6AAtf+gALb/oAC3/6AAuP+gALr/oADC/0EAw/++AMT/1gDF/6AAx/+gAM3/1gDO/6AA0wAkAOX/VwDm/1cA6f8rAOz/KwDv/1cA8v9XAPP/VwD5/0EAMQAF/ysACv8rAA3/KwAQ/3wAI//MACb/zAAq/8wAMv/MADT/zAA3/0wAOf9MADr/fQA8/1kAP/9MAFn/eABa/7kAXP94AGv/zABs/ysAbf98AG//fABw/8wAcv8rAHn/fAB8/ysAff98AIn/zACU/8wAlf/MAJb/zACX/8wAmP/MAJr/zACf/1kAv/94AMH/eADE/8wAzf/MANP/WQDl/3wA5v98AOf/KwDo/ysA6v8rAOv/KwDv/3wA8v98APP/fAD2/ysATQAJ/0EAD/8rABD/VwAR/ysAEv9BACP/1gAk/0EAJv/WACr/1gAy/9YANP/WADkALAA6ACwAPAAkAD8ALABE/74ARv+gAEf/oABI/6AAUv+gAFT/oABr/9YAbf9XAG//VwBw/9YAef9XAH3/VwCC/0EAg/9BAIT/QQCF/0EAhv9BAIf/QQCI/0EAif/WAJT/1gCV/9YAlv/WAJf/1gCY/9YAmv/WAJ8AJACi/74Ao/++AKT/vgCl/74Apv++AKf/vgCo/74Aqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9BAMP/vgDE/9YAxf+gAMf/oADN/9YAzv+gANMAJADl/1cA5v9XAOn/KwDs/ysA7/9XAPL/VwDz/1cA+f9BAE0ACf9BAA//KwAQ/1cAEf8rABL/QQAj/9YAJP9BACb/1gAq/9YAMv/WADT/1gA5ACwAOgAsADwAJAA/ACwARP++AEb/oABH/6AASP+gAFL/oABU/6AAa//WAG3/VwBv/1cAcP/WAHn/VwB9/1cAgv9BAIP/QQCE/0EAhf9BAIb/QQCH/0EAiP9BAIn/1gCU/9YAlf/WAJb/1gCX/9YAmP/WAJr/1gCfACQAov++AKP/vgCk/74Apf++AKb/vgCn/74AqP++AKn/oACq/6AAq/+gAKz/oACt/6AAsv+gALT/oAC1/6AAtv+gALf/oAC4/6AAuv+gAML/QQDD/74AxP/WAMX/oADH/6AAzf/WAM7/oADTACQA5f9XAOb/VwDp/ysA7P8rAO//VwDy/1cA8/9XAPn/QQAxAAX/KwAK/ysADf8rABD/fAAj/8wAJv/MACr/zAAy/8wANP/MADf/TAA5/0wAOv99ADz/WQA//0wAWf94AFr/uQBc/3gAa//MAGz/KwBt/3wAb/98AHD/zABy/ysAef98AHz/KwB9/3wAif/MAJT/zACV/8wAlv/MAJf/zACY/8wAmv/MAJ//WQC//3gAwf94AMT/zADN/8wA0/9ZAOX/fADm/3wA5/8rAOj/KwDq/ysA6/8rAO//fADy/3wA8/98APb/KwAnAAX/VwAJ/70ACv9XAA3/VwAP/3wAEf98ABL/vQAk/70AN/9MADn/jAA6/9wAO/++ADz/YAA9/9AAP/+MAGz/VwBy/1cAfP9XAIL/vQCD/70AhP+9AIX/vQCG/70Ah/+9AIj/vQCf/2AAwv+9ANP/YADU/9AA1v/QANj/0ADn/1cA6P9XAOn/fADq/1cA6/9XAOz/fAD2/1cA+f+9ACcABf9XAAn/vQAK/1cADf9XAA//fAAR/3wAEv+9ACT/vQA3/0wAOf+MADr/3AA7/74APP9gAD3/0AA//4wAbP9XAHL/VwB8/1cAgv+9AIP/vQCE/70Ahf+9AIb/vQCH/70AiP+9AJ//YADC/70A0/9gANT/0ADW/9AA2P/QAOf/VwDo/1cA6f98AOr/VwDr/1cA7P98APb/VwD5/70AJwAF/1cACf+9AAr/VwAN/1cAD/98ABH/fAAS/70AJP+9ADf/TAA5/4wAOv/cADv/vgA8/2AAPf/QAD//jABs/1cAcv9XAHz/VwCC/70Ag/+9AIT/vQCF/70Ahv+9AIf/vQCI/70An/9gAML/vQDT/2AA1P/QANb/0ADY/9AA5/9XAOj/VwDp/3wA6v9XAOv/VwDs/3wA9v9XAPn/vQBNAAn/QQAP/ysAEP9XABH/KwAS/0EAI//WACT/QQAm/9YAKv/WADL/1gA0/9YAOQAsADoALAA8ACQAPwAsAET/vgBG/6AAR/+gAEj/oABS/6AAVP+gAGv/1gBt/1cAb/9XAHD/1gB5/1cAff9XAIL/QQCD/0EAhP9BAIX/QQCG/0EAh/9BAIj/QQCJ/9YAlP/WAJX/1gCW/9YAl//WAJj/1gCa/9YAnwAkAKL/vgCj/74ApP++AKX/vgCm/74Ap/++AKj/vgCp/6AAqv+gAKv/oACs/6AArf+gALL/oAC0/6AAtf+gALb/oAC3/6AAuP+gALr/oADC/0EAw/++AMT/1gDF/6AAx/+gAM3/1gDO/6AA0wAkAOX/VwDm/1cA6f8rAOz/KwDv/1cA8v9XAPP/VwD5/0EAFQAF/0EACv9BAA3/QQAQ/70AIv/BACP/zQAm/80AKv/NAC0AOAAy/80ANP/NADf/bQA4/8wAOf9XADr/mgA8/0oAP/9XAFn/pQBc/6UAa//NAGz/QQABAZoABAAAAAEADAAlAG3/vQBv/70AcP/NAHL/QQB0/zYAdf82AHn/vQB7/zYAfP9BAH3/vQCJ/80AlP/NAJX/zQCW/80Al//NAJj/zQCa/80Am//MAJz/zACd/8wAnv/MAJ//SgC//6UAwf+lAMT/zQDN/80A0/9KAOX/vQDm/70A5/9BAOj/QQDq/0EA6/9BAO//vQDy/70A8/+9APb/QQABAHoABQAKAAsADQAPABAAEQASACMAJAAmACcAKQAtAC4ALwAyADMANAA1ADcAOAA5ADoAOwA8AD0APgA/AEQARQBIAEkASwBOAFAAUQBSAFMAVQBZAFoAWwBcAF4AawBsAG0AbwBwAHIAdAB1AHkAewB8AH0AggCDAIQAhQCGAIcAiQCSAJQAlQCWAJcAmACaAJsAnACdAJ4AnwCgAKIAowCkAKUApgCnAKgAqgCrAKwArQCzALQAtQC2ALcAuAC6AL8AwADBAMIAwwDEAMcAyQDMAM4A0wDUANYA2ADlAOYA5wDoAOkA6gDrAOwA7wDyAPMA9gD5AAEAAQD5AAAAAQAAAAoAOACCAAJERkxUAA5sYXRuAB4ABAAAAAD//wADAAAAAgAEAAQAAAAA//8AAwABAAMABQAGY2FzZQAmY2FzZQAsbGlnYQAybGlnYQA4c3VwcwA+c3VwcwBEAAAAAQAAAAAAAQAAAAAAAQABAAAAAQABAAAAAQACAAAAAQACAAMACAAQABgAAQAAAAEAGAAEAAAAAQAsAAEAAAABAD4AAgBCAAsBCQEKAQsBDAENAQ4BDwEQAREBEgETAAEAQAABAAgAAgAGAAwBBgACAEwBBwACAE8AAgAsAAMAewB0AHUAAQALAEMAagBxAHYA2wDcAN4A3wDgAOIA4wABAAEASQACAAEAFAAWAAAAAAAAAAEAAAAA) format('truetype');
|
|
}
|
|
@font-face {
|
|
font-family: 'Lato';
|
|
font-style: italic;
|
|
font-weight: 400;
|
|
src: local('Lato Italic'), local('Lato-Italic'), 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) format('truetype');
|
|
}
|
|
@font-face {
|
|
font-family: 'Lato';
|
|
font-style: italic;
|
|
font-weight: 700;
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|
src: local('Lato Bold Italic'), local('Lato-BoldItalic'), 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MDASoNAgADQgMAAwQAAx4AAgECNAADAQABAwAyAAAEAQAEMAAFBAU1AAEBBAEAJAAEBBUEIAcbQENLIB0DAwEqDQIAA0IDAAMEAAMeAAIBAjQAAwEAAQMAMgAABAEABDAABQQFNQABAwQBAQAjAAEBBAEAJAAEAQQBACEIWVlZWVlZWVlZsDgrBS4BJzc+ATMyHgIXEy4DNTQ+Aj8BPgE7AQceARcHDgEjIi4CJwMeBRUUDgIPAQ4BKwEBNC4CJwM+AQEUHgIXEw4DAZZzwT9XCyITFS07TzheP3pgPEaEvHYaBSgbWChojzFEDx0UDycxPydXK1ZPQzIdSYjDeh8FKBtYAeQZLT0kVXqC/l4YKjojTj9aORsJD2BIbQ4SICorCgHLEzFOdVZXon9RBX8YJcQRVTdXFBMUHBwJ/lgOHicxQlQ2YrGIVwiXFyUCkyI0KB4N/l4OhQLNIjQqIA4BfQcmN0UAAAUAPf/uBcgFswATACUALwBDAFMBXEAWUE5IRkA+NjQvLSooIiAYFhAOBgQKBytLsBxQWEAwAAMAAAcDAAEAJgAHAAgJBwgBACYAAgIBAQAkBAEBAREfAAkJBQEAJAYBBQUMBSAGG0uwIlBYQDQAAwAABwMAAQAmAAcACAkHCAEAJgACAgEBACQEAQEBER8ABQUMHwAJCQYBACQABgYSBiAHG0uwX1BYQDgAAwAABwMAAQAmAAcACAkHCAEAJgAEBAsfAAICAQEAJAABAREfAAUFDB8ACQkGAQAkAAYGEgYgCBtLsGVQWEA5AAQBAgEEAjIAAQACAwECAQAmAAMAAAcDAAEAJgAHAAgJBwgBACYABQUPHwAJCQYBACQABgYVBiAHG0BFAAQBAgEEAjIABQkGCQUGMgABAAIDAQIBACYAAwAABwMAAQAmAAcACAkHCAEAJgAJBQYJAQAjAAkJBgEAJAAGCQYBACEIWVlZWbA4KwEUDgIjIi4CNTQ+AjMyHgIHNCYjIg4CFRQeAjMyPgIBPgE7AQEOASsBARQOAiMiLgI1ND4CMzIeAgc0JiMiDgIVFBYzMj4CAvE+ZYFDPGRGJzhhg0o8ZEcnuTstITkqFw8cJhcgOSoYApEOJR+t+3INJhqwBUo+ZIJDPGRGJzhhg0o8ZEcnuDwtITkqFzouITkqGAR+YJlrOStQcUZfmmw7K1FySFRIHT9jRyk6JBAbPWIBSQ4Y+n8QFAGLYJlrOSxPcUVgm2w7LFFySFRHHT9jR1FGGz1jAAAAAAIAKf/wBO8FtQA+AEgBTEAUAQBDQS4sJSMfHRAOCQcAPgE+CAcrS7AeUFhARgUBAQI3AQMBRkUiGAQGAyoBBAYEHgABAgMCAQMyAAICAAEAJAcBAAARHwADAwQBACQFAQQEDB8ABgYEAQAkBQEEBAwEIAgbS7BfUFhARAUBAQI3AQMBRkUiGAQGAyoBBAYEHgABAgMCAQMyAAICAAEAJAcBAAARHwADAwQBACQABAQMHwAGBgUBACQABQUSBSAIG0uwZVBYQEIFAQECNwEDAUZFIhgEBgMqAQQGBB4AAQIDAgEDMgcBAAACAQACAQAmAAMDBAEAJAAEBA8fAAYGBQEAJAAFBRUFIAcbQEkFAQECNwEDAUZFIhgEBgMqAQQGBB4AAQIDAgEDMgcBAAACAQACAQAmAAYEBQYBACMAAwAEBQMEAQAmAAYGBQEAJAAFBgUBACEHWVlZsDgrATIeAhUHBiMiJy4DIyIOAhUUFhcBPgE3PgE7AQ4BBxMjIi4CLwEOASMiLgI1ND4CNy4BNTQ+AgEUFjMyNjcBDgEC2Ex8VzCODgokCgcYJC8fKkMvGSMrASghLw0FFxmnEWFJ7s8dKSEbDzRd1nVckmY2MVd3RSAePG6d/qhnYUiEOv7YWU0FtS5UdkkcAygcLyMUIjtPLTBnOP6APIJFFxyF8GT+zAcRGhNESFEzX4dUTYlzXCA/fDlVl3FC+8hhbjkzAYc6lQAAAQDGA5ABuQWlAAoAUUAKAAAACgAKBgQDBytLsF9QWEAWCQgCAAEBHgAAAAEAACQCAQEBCwAgAxtAIAkIAgABAR4CAQEAAAEAACMCAQEBAAEAJAAAAQABACEEWbA4KwEDBw4BIyImJzUTAbkkKAspKiMjAyQFpf7gnSouLiqdASAAAAAAAQBe/sgCXAYfACAAB0AEFQsBCysBFB4CFxYVFAYPAS4DNTQaAjcXHgEVFAYHDgICAS4LFyIYBxcRcSk6JRIlWJRvYwsQCApEakgmAbFFmpuTPxIRFhsKP1W4u7lWlQEZARgBH5s/CBQPChkQcuPu/wAAAAAB/+7+yAHsBh8AIAAHQAQLFQELKwE0LgInJjU0Nj8BHgMVFAoCBycuATU0Njc+AhIBHAsXIhgHFxFxKDslEiVYlG9jCxAICkRqSCYDNkWam5M/EhEWGwo/Vbi7uVaV/uf+6P7hmz8IFA8KGRBy4+4BAAAAAAEAgwNIAvoF6gA4AGhACgAAADgAOB0cAwcrS7AiUFhAIjIuLSkmJSEVERANCQgEDgEAAR4CAQEBAAAAJAAAAA0BIAMbQCsyLi0pJiUhFREQDQkIBA4BAAEeAAABAQAAACMAAAABAAAkAgEBAAEAACEEWbA4KwE3PgE3DgEPASc3PgE3Ji8BNxceARcuATU0Nj8BMwcOAQc+AT8BFwcGBx4BHwEHJy4BJxYVFAYPAQFcFwIJCA0eEZssmxMlEyYehUSFDhsJAwIBARdyFwIKCAscD6IsmyQlESEQhEOFDhsJBQEBGANIuBQjEQ0TC15hXQsPAgYWXmFfCxUOChQLCBAIurgUJBALEwliYV0WBgMOC15gXgsUDBYUBw4HugAAAAEAaACpBEwElAALAHRAEgAAAAsACwoJCAcGBQQDAgEHBytLsOhQWEAlBgEFAAU0AAIBAjUEAQABAQAAACMEAQAAAQACJAMBAQABAAIhBRtALAYBBQAFNAACAQI1AAAEAQAAACMABAADAQQDAAAmAAAAAQACJAABAAEAAiEGWbA4KwEDIQchAyMTITchEwL3MwGIFv55M8Iz/nsWAYUzBJT+ZLH+YgGesQGcAAABACj+5AFPAR8AGwBfQAYYFwYEAgcrS7BfUFhAEg8BARsAAAABAQAkAAEBDAEgAxtLsGVQWEASDwEBGwAAAAEBACQAAQEPASADG0AbDwEBGwAAAQEAAQAjAAAAAQEAJAABAAEBACEEWVmwOCs3ND4CMzIeAhUUDgIHJyY1ND4CNyIuAigVJjUgJjklEx04UjYrEiIrKgkgMyYUmBwxJRUbLz0iMGpqZConDxUPJzNCKRcoNgABAF4B+AJXAr8AAwAlQAYDAgEAAgcrQBcAAAEBAAAAIwAAAAEAACQAAQABAAAhA7A4KxMhByF2AeEZ/iACv8cAAQAi//IBUQEfABMAgUAGEA4GBAIHK0uwCVBYQA4AAAABAQAkAAEBEgEgAhtLsBFQWEAOAAAAAQEAJAABARUBIAIbS7AYUFhADgAAAAEBACQAAQESASACG0uwZVBYQA4AAAABAQAkAAEBFQEgAhtAFwAAAQEAAQAjAAAAAQEAJAABAAEBACEDWVlZWbA4Kzc0PgIzMh4CFRQOAiMiLgIiFyk3ICA3KRgYKTcgIDcpF4gfOCgYGCg4HyA3KBcXKDcAAf+p/58DUAWvAAkAbEAGCQcEAgIHK0uwCVBYQAwAAAEANQABAQsBIAIbS7ALUFhADAAAAQA1AAEBEQEgAhtLsA1QWEAMAAABADUAAQELASACG0uwX1BYQAwAAAEANQABAREBIAIbQAoAAQABNAAAACsCWVlZWbA4KxcOASsBAT4BOwGXFU8kZgK/FEUrZAcsLgW8KSsAAAACAEb/8ARzBbUAEwAnAIZAEhUUAQAfHRQnFScLCQATARMGBytLsF9QWEAcAAMDAAEAJAQBAAARHwUBAgIBAQAkAAEBEgEgBBtLsGVQWEAaBAEAAAMCAAMBACYFAQICAQEAJAABARUBIAMbQCQEAQAAAwIAAwEAJgUBAgEBAgEAIwUBAgIBAQAkAAECAQEAIQRZWbA4KwEyHgIVFAIOASMiLgI1NBI+AQMyPgESNTQuAiMiDgECFRQeAgK4YqN1QWKq5IJio3VBYqrkFUh+XTYlP1IsSH5dNiU/UgW1SpPdk+H+st1sSpPdk+EBTt1s+wFUqgEBrnCYXSdUqv7/rnCYXCgAAAEA1AAABAYFqAARAMtADBEQDw4NDAgGAQAFBytLsF9QWEAjCwMCAQIBHgABAgACAQAyAAICCx8DAQAABAACJAAEBAwEIAUbS7BlUFhAIAsDAgECAR4AAgECNAABAAE0AwEAAAQAAiQABAQPBCAFG0uw6FBYQCoLAwIBAgEeAAIBAjQAAQABNAMBAAQEAAAAIwMBAAAEAAIkAAQABAACIQYbQC8LAwIBAgEeAAIBAjQAAQABNAADAAQAAyoAAAMEAAAAIwAAAAQAAiQABAAEAAIhB1lZWbA4KzchEzcHDgEjIiYvAQEzAyEHIekBJ2wT8w4aDBQfBj0B5MWdAQgW/OSzA3NUugsIEQtoAXf7C7MAAQAcAAAEWwW1ADQAtkAQAQAuLCYkGBcQDQA0ATQGBytLsF9QWEAtMAEEAwsBAgECHgAEAwEDBAEyAAMDAAEAJAUBAAARHwABAQIAACQAAgIMAiAGG0uwZVBYQCswAQQDCwECAQIeAAQDAQMEATIFAQAAAwQAAwEAJgABAQIAACQAAgIPAiAFG0A0MAEEAwsBAgECHgAEAwEDBAEyBQEAAAMEAAMBACYAAQICAQEAIwABAQIAACQAAgECAAAhBllZsDgrATIeAhUUDgIHAT4BMyEyFhUUDgIHITc+ATcBPgM1NCYjIg4CBw4BIyIvAT4DAspblGk5N1+ASf6LMF0pAYEjKAEDCAf8JgkDGhkB8EhpRiJoWS1PQDEQDy8hDhJ6HGiOrAW1NF6GUVqWhn5C/qwNDyYfAgcdPTZPFzYWAbtAcGxtPllfGS5AJiUgAxZnnWk1AAEATf/wBG8FtQBCAP5AFgEAPDo2NC4tLCsjIRsZExEAQgFCCQcrS7BfUFhAQz4BBwYKAQQFFwEDAgMeAAcGBQYHBTIAAgQDBAIDMgAFAAQCBQQBACYABgYAAQAkCAEAABEfAAMDAQEAJAABARIBIAgbS7BlUFhAQT4BBwYKAQQFFwEDAgMeAAcGBQYHBTIAAgQDBAIDMggBAAAGBwAGAQAmAAUABAIFBAEAJgADAwEBACQAAQEVASAHG0BKPgEHBgoBBAUXAQMCAx4ABwYFBgcFMgACBAMEAgMyCAEAAAYHAAYBACYABQAEAgUEAQAmAAMBAQMBACMAAwMBAQAkAAEDAQEAIQhZWbA4KwEyHgIVFA4CBx4BFRQOAiMiLgInNzYzMhYXHgMzMj4CNTQuAiM3PgM1NCYjIgYHDgEjIi8BPgMC6FyRZTUlRmZBcG5bmcZsZppvRhNvHhsaIwcQKjpMMkVsSicaRnpgF12DUiVnWFyDIA8uIA4SehtojawFtTNaekdPdlc6EiaXanW2fEEtXpBiKwwUFDJJMRgwT2Y2KUUxHakBI0JdPFlcYE0lIAMWZ51pNQAAAgAeAAAEbAWnABAAFQDIQA4VFBAPCwkIBwYEAQAGBytLsF9QWEAeEwEABAEeBQEAAwEBAgABAQImAAQECx8AAgIMAiAEG0uwZVBYQB4TAQAEAR4ABAAENAUBAAMBAQIAAQECJgACAg8CIAQbS7DoUFhAKhMBAAQBHgAEAAQ0AAIBAjUFAQABAQAAACMFAQAAAQECJAMBAQABAQIhBhtAMRMBAAQBHgAEAAQ0AAIBAjUAAAUBAAAAIwAFAAMBBQMBACYAAAABAQIkAAEAAQECIQdZWVmwOCsBMwcOASsBAyMTISImLwEBMwE2NwEhA7e1EwIdGIIr2Cv9qBktAwkDH+j+9ggS/e4BvAIciBMd/pwBZB4WeQOW/mA6SP2TAAAAAQAn//AEUQWmAC8A4EAQLy4qKCIgHRsUEggGBAIHBytLsF9QWEA7LQUCBQEsAQMFGAECBAMeAAMFBAUDBDIAAQAFAwEFAQAmAAAABgAAJAAGBgsfAAQEAgEAJAACAhICIAcbS7BlUFhAOS0FAgUBLAEDBRgBAgQDHgADBQQFAwQyAAYAAAEGAAEAJgABAAUDAQUBACYABAQCAQAkAAICFQIgBhtAQi0FAgUBLAEDBRgBAgQDHgADBQQFAwQyAAYAAAEGAAEAJgABAAUDAQUBACYABAICBAEAIwAEBAIBACQAAgQCAQAhB1lZsDgrAQ4BIyEDNjMyHgIVFA4EIyIuAic3PgEzMh4CMzI+AjU0JiMiBgcnEyEERQZJTP5sXV5Tap5qNStOboWaU0R2ZFMgVQ4iERkwP1hBTXhSK31/Lmo/j84CxQVAMkD+xhM6Z4xSVJZ/ZEYlGy49IWcRDiAlIDRcekdkdxESKgK7AAIAVP/wBEgFpQAdADEAn0AQAQAuLCQiGRcLCQAdAR0GBytLsF9QWEAkGwEEAAEeBQEAAAQDAAQBACYAAgILHwADAwEBACQAAQESASAFG0uwZVBYQCQbAQQAAR4AAgACNAUBAAAEAwAEAQAmAAMDAQEAJAABARUBIAUbQC0bAQQAAR4AAgACNAUBAAAEAwAEAQAmAAMBAQMBACMAAwMBAQAkAAEDAQEAIQZZWbA4KwEyHgIVFA4CIyIuAjU0PgI3AT4BOwEBBz4BARQeAjMyPgI1NC4CIyIOAgLOTIloPVeZ0XtopHE7HTlWOQGVFEgq1P4TPC5n/qIeO1c5QnJUMCI/WDdCcFEuA4QxXo1bccWSVUBzoWBBe3t9QgHSGCH98UEXGP4XM1Y+Ii9SckI2Vz0gL1NxAAAAAAEAmAAABL0FpgASAHxADAAAABIAEg8NCQcEBytLsF9QWEAaEQEBAgEeAAEBAgAAJAMBAgILHwAAAAwAIAQbS7BlUFhAGBEBAQIBHgMBAgABAAIBAQAmAAAADwAgAxtAJBEBAQIBHgAAAQA1AwECAQECAAAjAwECAgEBACQAAQIBAQAhBVlZsDgrAQcOAQcBDgErAQE+ATchIiY1NwS9CwQRC/0sDjQdxwK+FSwZ/UUVHRUFpl4hOhP7XhchBF0iNhkdFKcAAAAAAwBB//AEUgW1AB8AMwBHAMRAGjU0ISABAD89NEc1RyspIDMhMxEPAB8BHwkHK0uwX1BYQC4YCAIDBAEeCAEEAAMCBAMBACYABQUBAQAkAAEBER8HAQICAAEAJAYBAAASACAGG0uwZVBYQCwYCAIDBAEeAAEABQQBBQEAJggBBAADAgQDAQAmBwECAgABACQGAQAAFQAgBRtANhgIAgMEAR4AAQAFBAEFAQAmCAEEAAMCBAMBACYHAQIAAAIBACMHAQICAAEAJAYBAAIAAQAhBllZsDgrBSIuAjU0NjcuATU0PgIzMh4CFRQGBx4BFRQOAicyPgI1NC4CIyIOAhUUHgITMj4CNTQuAiMiDgIVFB4CAgZnp3dAmZ1ZWEyGuGtdlmo6gX5xblSUzGJFa0omIDxUNEJpSygdOVSKSWA5FxYvSTM+Xj4fFC5KEDViiVSVzC0ojF5cn3RCNl5+SYK5MCeZa2utekK7KUlmPTNNNBolRmhCLUs3HwKdMEtbKyVCMh4oQ1ozJUU2IAAAAgC+AAAEjgW1AB8AMQCdQBABAC4sJiQZFwsJAB8BHwYHK0uwX1BYQCQdAQAEAR4ABAUBAAIEAAEAJgADAwEBACQAAQERHwACAgwCIAUbS7BlUFhAIh0BAAQBHgABAAMEAQMBACYABAUBAAIEAAEAJgACAg8CIAQbQC0dAQAEAR4AAgACNQABAAMEAQMBACYABAAABAEAIwAEBAABACQFAQAEAAEAIQZZWbA4KwEiLgI1ND4CMzIeAhUUDgIHAQ4BKwEBPgE3DgEBNC4CIyIOAhUUFjMyPgICIEaAYjpUlMp2ZJ5tOR85VDT+eBRDKtsCBRQlETd+AUghO1MyPmhLKm9qQ2xMKAJDLluGWWy+jlI9bphbTIV8eT/+JRcgAjIWKhUiIgHSM1I5HyxObUBmbixOaAACACL/8gGzA+gAEwAnAOBACiQiGhgQDgYEBAcrS7AJUFhAGgADAwIBACQAAgIOHwAAAAEBACQAAQESASAEG0uwEVBYQBoAAwMCAQAkAAICDh8AAAABAQAkAAEBFQEgBBtLsBhQWEAaAAMDAgEAJAACAg4fAAAAAQEAJAABARIBIAQbS7AmUFhAGgADAwIBACQAAgIOHwAAAAEBACQAAQEVASAEG0uwZVBYQBgAAgADAAIDAQAmAAAAAQEAJAABARUBIAMbQCEAAgADAAIDAQAmAAABAQABACMAAAABAQAkAAEAAQEAIQRZWVlZWbA4Kzc0PgIzMh4CFRQOAiMiLgITND4CMzIeAhUUDgIjIi4CIhcpNyAgNykYGCk3ICA3KRdiFyk3ICA3KRgYKTcgIDcpF4gfOCgYGCg4HyA3KBcXKDcC6R84KBgYKDgfIDcoFxcoNwAAAgAj/uQBtQPoABsALwCoQAosKiIgGBcGBAQHK0uwJlBYQB4PAQEbAAMDAgEAJAACAg4fAAAAAQEAJAABAQwBIAUbS7BfUFhAHA8BARsAAgADAAIDAQAmAAAAAQEAJAABAQwBIAQbS7BlUFhAHA8BARsAAgADAAIDAQAmAAAAAQEAJAABAQ8BIAQbQCUPAQEbAAIAAwACAwEAJgAAAQEAAQAjAAAAAQEAJAABAAEBACEFWVlZsDgrNzQ+AjMyHgIVFA4CBycmNTQ+AjciLgITND4CMzIeAhUUDgIjIi4CIxUmNSAmOSUTHThSNisSIisqCSAzJhRjFyk3ICA3KRgYKTcgIDcpF5gcMSUVGy89IjBqamQqJw8VDyczQikXKDYC2R84KBgYKDgfIDcoFxcoNwAAAAABAJMA0gPqBHEAFgAHQAQBFQELKxMBBw4BBwUOAQceARcFHgEVFA4CBwGfA0sWAhgZ/n4ZNR0bMRYBVRQQAQUJCP0bAtQBnbAUIQy6DBEHBxEMuwsbEQEIJEpDAZ4AAAACAH4BmQQxA6gAAwAHADNACgcGBQQDAgEABAcrQCEAAgADAAIDAAAmAAABAQAAACMAAAABAAAkAAEAAQAAIQSwOCsTIQchEyEHIZQDcxb8jUIDcRT8jQJKsQIPsgAAAAABAHEA0wPIBHIAFgAHQAQVAQELKwkBNz4BNyU+ATcuASclLgE1ND4CNwEDvPy1FgIYGQGCGTUdGzEW/qsUEAEECggC5QJw/mOwFCEMugwRBwcRDLsLGxEBCCRKQ/5iAAACAIf/8gNABbUAKAA8AWJADjk3Ly0mJCEfFRQGBAYHK0uwCVBYQC8AAQIAAR4AAwIBAgMBMgABBAIBBDAAAgIAAQAkAAAAER8ABAQFAQAkAAUFEgUgBxtLsBFQWEAvAAECAAEeAAMCAQIDATIAAQQCAQQwAAICAAEAJAAAABEfAAQEBQEAJAAFBRUFIAcbS7AYUFhALwABAgABHgADAgECAwEyAAEEAgEEMAACAgABACQAAAARHwAEBAUBACQABQUSBSAHG0uwX1BYQC8AAQIAAR4AAwIBAgMBMgABBAIBBDAAAgIAAQAkAAAAER8ABAQFAQAkAAUFFQUgBxtLsGVQWEAtAAECAAEeAAMCAQIDATIAAQQCAQQwAAAAAgMAAgEAJgAEBAUBACQABQUVBSAGG0A2AAECAAEeAAMCAQIDATIAAQQCAQQwAAAAAgMAAgEAJgAEBQUEAQAjAAQEBQEAJAAFBAUBACEHWVlZWVmwOCsTPgMzMh4CFRQOBg8BIzU0PgQ1NCYjIg4CIyImJwM0PgIzMh4CFRQOAiMiLgKHJFFdaTtOeVIqGiw4PT01KAkopDFLVksxSkkzSzYmEA8YBgMXKDggIDcpGBgpNyAgOCgXBSIeNSkXLU5pPD9hSzoxKy40IpSkMk5CPURQNUFLGh8aDhD7yR84KBgYKDgfIDcoFxcoNwAAAgA9/w8FvgViAFgAaAFCQCBaWQEAYmBZaFpoUE5EQj07NTMpJx8dExEHBQBYAVgNBytLsENQWEBTFwEKAl8BAwoDAQADQAEHBQQeAAYABQAGBTIACAAEAggEAQAmAAIACgMCCgEAJgwJAgMBCwIABgMAAQAmAAUHBwUBACMABQUHAQAkAAcFBwEAIQgbS7BOUFhAWhcBCgJfAQkKAwEAA0ABBwUEHgAGAAUABgUyAAgABAIIBAEAJgACAAoJAgoBACYMAQkDAAkBACMAAwELAgAGAwABACYABQcHBQEAIwAFBQcBACQABwUHAQAhCRtAWxcBCgJfAQkKAwEBA0ABBwUEHgAGAAUABgUyAAgABAIIBAEAJgACAAoJAgoBACYMAQkAAQAJAQEAJgADCwEABgMAAQAmAAUHBwUBACMABQUHAQAkAAcFBwEAIQlZWbA4KyUiJicOASMiLgI1ND4EMzIeAhcDDgEVFBYzMj4CNTQuAiMiDgQVFB4CMzI+Ajc+ATMyFh8BBgQjIi4BAjU0PgQzMh4CFRQOAiUyPgI3EyYjIg4CFRQWA/0/Wgs/gkczSjIYID9depdZJTw0LheHEQwqIS1SPyY9caFjWKOMc1ItS4i+c0d7ZU8dDhgKFRYFEmj+9qWY97BgPGyYt9JwedSfXEd6o/46FzAvLBRnGx88b1UzKLg/R0g9JEBXMj1/eGlPLgYLEAv+ji1DGC0hRHikYGyncTo0YIeow2yI0I1JEBsiEQgGGBFERFZjtwEEon3pzKd4QlOb3op+2aFcmxEqRzUBHAY+ZoNFMzoAAAAC/7gAAATVBaYADQAWAL9ADA8ODQwLCQYFAgAFBytLsF9QWEAdEwEEAwEeAAQAAQAEAQACJgADAwsfAgEAAAwAIAQbS7BlUFhAHRMBBAMBHgADBAM0AAQAAQAEAQACJgIBAAAPACAEG0uw6FBYQCgTAQQDAR4AAwQDNAIBAAEANQAEAQEEAAAjAAQEAQACJAABBAEAAiEGG0AuEwEEAwEeAAMEAzQAAgEAAQIAMgAAADMABAEBBAAAIwAEBAEAAiQAAQQBAAIhB1lZWbA4KyEjIiYnAyEDDgErAQEhASEDLgEnDgEHBNXJIigFPP3lhgsyH8wCuwEJ/jsBpWIIEAcTJRAgGwEu/tIXJAWm/HoB7yRQMjJVIAAAAwBGAAAEjAWmABQAHwAoALlAFhUVAAAoJiIgFR8VHhgWABQAEwMBCAcrS7BfUFhALAwBAwQBHgAEBwEDAgQDAQAmAAUFAAEAJAAAAAsfAAICAQEAJAYBAQEMASAGG0uwZVBYQCoMAQMEAR4AAAAFBAAFAQAmAAQHAQMCBAMBACYAAgIBAQAkBgEBAQ8BIAUbQDMMAQMEAR4AAAAFBAAFAQAmAAQHAQMCBAMBACYAAgEBAgEAIwACAgEBACQGAQECAQEAIQZZWbA4KzMTITIeAhUUDgIHHgEVFA4CIwsBMzI+AjU0JiMnMzI2NTQmKwFGsgHQeKttNCFGbEt7eEqMyX+sNfVGZEEfZHLewIaRZ23OBaYvVnpLPnFgTBkfi2tkq31HAn3+TSZFYTpPXrN+gltTAAABAEr/8AT7BbYAMQDOQBIBACknJCIbGQ8NCAYAMQExBwcrS7BfUFhANB8BBQMLAQABAh4ABAUBBQQBMgABAAUBADAABQUDAQAkAAMDER8GAQAAAgEAJAACAhICIAcbS7BlUFhAMh8BBQMLAQABAh4ABAUBBQQBMgABAAUBADAAAwAFBAMFAQAmBgEAAAIBACQAAgIVAiAGG0A8HwEFAwsBAAECHgAEBQEFBAEyAAEABQEAMAADAAUEAwUBACYGAQACAgABACMGAQAAAgEAJAACAAIBACEHWVmwOCslMj4EMzIWHwEOASMiLgI1ND4EMzIeAhcHDgEjIi4CIyIOAhUUHgICpj1bQzAkHA4MEAVbXv6lhdCQSzZkjKrFa0+CalQiWgobFBYoPWFPaLKESzNafMwTHiEeEwoFcWxzX6jmiH3fvZZqOB00SS1sDBIkKyRVnt+LZaBvOwAAAAACAEYAAAVKBaYADAAZAHdAChYUExEJBwYEBAcrS7BfUFhAGgACAgEBACQAAQELHwADAwABACQAAAAMACAEG0uwZVBYQBgAAQACAwECAQAmAAMDAAEAJAAAAA8AIAMbQCEAAQACAwECAQAmAAMAAAMBACMAAwMAAQAkAAADAAEAIQRZWbA4KwEUAgYEIyETITIeAgU0LgIrAQMzMj4CBUp0z/7kqP4DsgH+it2aU/72MFuEVfl/+W2yf0UDNLT+0tl5BaZepuaOYZ5vPPv3VJ3hAAAAAAEARgAABEMFpgALAKBAEgAAAAsACwoJCAcGBQQDAgEHBytLsF9QWEAlAAEAAgMBAgAAJgAAAAUAACQGAQUFCx8AAwMEAAAkAAQEDAQgBRtLsGVQWEAjBgEFAAABBQAAACYAAQACAwECAAAmAAMDBAAAJAAEBA8EIAQbQCwGAQUAAAEFAAAAJgABAAIDAQIAACYAAwQEAwAAIwADAwQAACQABAMEAAAhBVlZsDgrAQchAyEHIQMhByETBEMa/boyAckZ/jc0Akga/LSyBabP/mXH/lrPBaYAAAEARgAABEMFpgAJAIRADAkIBwYFBAMCAQAFBytLsF9QWEAdAAEAAgMBAgAAJgAAAAQAACQABAQLHwADAwwDIAQbS7BlUFhAGwAEAAABBAAAACYAAQACAwECAAAmAAMDDwMgAxtAJgADAgM1AAQAAAEEAAAAJgABAgIBAAAjAAEBAgAAJAACAQIAACEFWVmwOCsBIQMhByEDIRMhBCn9ujYB6xv+F0n++7IDSwTX/kjP/bAFpgAAAAABAEr/8AUtBbYAMgDZQBQBACooIyEbGQ8NCgkGBAAyATIIBytLsF9QWEA3HwEGBAgBAQICHgAFBgIGBQIyAAIAAQACAQEAJgAGBgQBACQABAQRHwcBAAADAQAkAAMDEgMgBxtLsGVQWEA1HwEGBAgBAQICHgAFBgIGBQIyAAQABgUEBgEAJgACAAEAAgEBACYHAQAAAwEAJAADAxUDIAYbQD8fAQYECAEBAgIeAAUGAgYFAjIABAAGBQQGAQAmAAIAAQACAQEAJgcBAAMDAAEAIwcBAAADAQAkAAMAAwEAIQdZWbA4KyUyNjcTIyImNTchAw4BIyIuAjU0PgQzMh4CFwcGIyInLgMjIg4CFRQeAgLDUXw5IqAXGREBwkhu/qOF2ZtUNmOLrchuWJB0XCRUGyUXFSE+RlM3bLSCSDVgh78fHAEUFxKa/btQTGCr64t627qVaTgfNkgobCMOFiYcEFef34lopHI9AAAAAQBGAAAFYwWmAAsAsUAOCwoJCAcGBQQDAgEABgcrS7BfUFhAGAAEAAEABAEAAiYFAQMDCx8CAQAADAAgAxtLsGVQWEAYBQEDBAM0AAQAAQAEAQACJgIBAAAPACADG0uw6FBYQCMFAQMEAzQCAQABADUABAEBBAAAIwAEBAEAAiQAAQQBAAIhBRtALQADBQM0AAUEBTQAAgEAAQIAMgAAADMABAEBBAAAIwAEBAEAAiQAAQQBAAIhB1lZWbA4KykBEyEDIRMhAyETIQSw/vtO/aBO/vuyAQVOAmFOAQUCe/2FBab9jQJzAAEAYwAAAhkFpgADAFFABgMCAQACBytLsF9QWEAMAAEBCx8AAAAMACACG0uwZVBYQA4AAQEAAAAkAAAADwAgAhtAFwABAAABAAAjAAEBAAAAJAAAAQAAACEDWVmwOCspARMhAWj++7EBBQWmAAH/5f/wAxUFpgAWAK1AChYVEA4NCwYEBAcrS7AiUFhAGggBAAEBHgADAwsfAgEBAQABACQAAAASACAEG0uwX1BYQCEIAQACAR4AAQMCAwECMgADAwsfAAICAAEAJAAAABIAIAUbS7BlUFhAHggBAAIBHgADAQM0AAECATQAAgIAAQAkAAAAFQAgBRtAJwgBAAIBHgADAQM0AAECATQAAgAAAgEAIwACAgABACQAAAIAAQAhBllZWbA4KwEOAyMiJic3PgEzMhYzMj4CNxMhAqEPTn2sbTVhMxMCGRoXPC8uTj4qCnQBBAH1eMCFSA0OmBUcDiBHcVEDtwAAAAEATQAABVIFpwAgAQRADiAfHh0cGhMRCQcCAAYHK0uwX1BYQB4NAQMAAR4AAAADAgADAQImBQEBAQsfBAECAgwCIAQbS7BlUFhAIA0BAwABHgAAAAMCAAMBAiYFAQEBAgEAJAQBAgIPAiAEG0uwTlBYQCoNAQMAAR4FAQEAAgEBACMAAAADAgADAQImBQEBAQIBACQEAQIBAgEAIQUbS7gD6FBYQC0NAQMAAR4ABQEFNAABAAIBAQAjAAAAAwIAAwECJgABAQIBACQEAQIBAgEAIQYbQDQNAQMAAR4ABQEFNAAEAwIDBAIyAAEAAgEBACMAAAADBAADAQImAAEBAgEAJAACAQIBACEHWVlZWbA4KwEzMjY3AT4BOwEBDgEHHgEXASMiLgInAS4BKwEDIRMhAbY4IzEUAaIaOiff/gAXKxgeKxIBb+QXIBcPBv7WDiwrTk/+/rEBBANDFRgB/iAY/aMbJgsMKiL9WwcNEwwCGxoX/YEFpwABAEYAAANxBaYABQBkQAgFBAMCAQADBytLsF9QWEATAAICCx8AAAABAAIkAAEBDAEgAxtLsGVQWEATAAIAAjQAAAABAAIkAAEBDwEgAxtAHAACAAI0AAABAQAAACMAAAABAAIkAAEAAQACIQRZWbA4KyUhByETIQFjAg4Z/O6yAQPX1wWmAAAAAQBGAAAGpgWmACkAxEAMJCIhIBkWDw4NCwUHK0uwX1BYQB0cAwICAAEeAAIAAQACATIEAQAACx8DAQEBDAEgBBtLsGVQWEAfHAMCAgABHgACAAEAAgEyBAEAAAEAACQDAQEBDwEgBBtLsOhQWEApHAMCAgABHgACAAEAAgEyBAEAAgEAAQAjBAEAAAEAACQDAQEAAQAAIQUbQDAcAwICBAEeAAIEAwQCAzIAAAQBAAEAIwAEAAMBBAMAACYAAAABAAAkAAEAAQAAIQZZWVmwOCsBHgEXPgE3AT4DOwEDIxM+ATcBDgErASImJwEOAQcDIxMzMh4CFwEDOQkOBwwcEAH2CRMVGhHFsuR0AwwH/g8RMx4kHi0K/tYBAwNy5bLDERoUDgYBKwJCGjYcHDYaAzoPEQgC+loDrho+IPzGHBwcHAM3HzoY/E4FpgIIEQ/8xgAAAAEARgAABWMFpgAYAKlADBgXFhUODAsKAQAFBytLsF9QWEAVBgECAAEeBAECAAALHwMBAgIMAiADG0uwZVBYQBcGAQIAAR4EAQIAAAIBACQDAQICDwIgAxtLsOhQWEAiBgECAAEeBAECAAICAAAAIwQBAgAAAgEAJAMBAgACAQAhBBtALAYBAwQBHgAAAQA0AAEEAgEAACMABAADAgQDAAAmAAEBAgEAJAACAQIBACEGWVlZsDgrATIeAhcBPgE3EzMDIyImJwEOAQcDIxMzAYARFxIOCAIzAgUDceWzhR4qDv3QAgQCcuWyiAWmAwkQDvwlHTcYA5n6WhMaA9sYLRT8UQWmAAAAAAIASv/wBaYFtgAXACsAd0AKKCYeHBQSCAYEBytLsF9QWEAaAAICAQEAJAABAREfAAMDAAEAJAAAABIAIAQbS7BlUFhAGAABAAIDAQIBACYAAwMAAQAkAAAAFQAgAxtAIQABAAIDAQIBACYAAwAAAwEAIwADAwABACQAAAMAAQAhBFlZsDgrARQOBCMiLgI1ND4EMzIeAgU0LgIjIg4CFRQeAjMyPgIFpjVji63Kb4rcm1I1Y4utynCK3JpS/vYxXYZUbLF+RTBchVVtsn5FAzR42bqWajlirOqJeNm6lms5Yqzrj2Kgcj5YouSLYqBxPVig4wACAE0AAASLBaYADgAbAJJAFA8PAAAPGw8aEhAADgANBQMCAQcHK0uwX1BYQB8AAwUBAgADAgEAJgYBBAQBAQAkAAEBCx8AAAAMACAEG0uwZVBYQB0AAQYBBAMBBAEAJgADBQECAAMCAQAmAAAADwAgAxtAKAAAAgA1AAEGAQQDAQQBACYAAwICAwEAIwADAwIBACQFAQIDAgEAIQVZWbA4KwEDIRMhMh4CFRQOAiMLATMyPgI1NC4CIwGOP/7+sQG4e7FyN0mS25JaQrZMcEojHDpXPAIA/gAFpjtqkVd0xY9RAt797C5TckUxUjkgAAACAEr+5AWmBbYAHgAyAJpADC8tJSMbGQ8NCAYFBytLsF9QWEAlBQEBBAEeAAABADUAAwMCAQAkAAICER8ABAQBAQAkAAEBEgEgBhtLsGVQWEAjBQEBBAEeAAABADUAAgADBAIDAQAmAAQEAQEAJAABARUBIAUbQCwFAQEEAR4AAAEANQACAAMEAgMBACYABAEBBAEAIwAEBAEBACQAAQQBAQAhBllZsDgrARQOAgcBIyImLwEOASMiLgI1ND4EMzIeAgU0LgIjIg4CFRQeAjMyPgIFpjFcgVEBIdQvRxmmLmEzitybUjVji63KcIrcmlL+9jFdhlRssX5FMFyFVW2yfkUDNHPStZU2/nUYI+kLDWKs6ol42bqWazlirOuPYqByPlii5ItioHE9WKDjAAAAAgBNAAAEcAWmABoAJQDnQBYbGwAAGyUbJB4cABoAGRQSBQMCAQgHK0uwX1BYQCYOAQMEAR4ABAYBAwAEAwEAJgcBBQUBAQAkAAEBCx8CAQAADAAgBRtLsGVQWEAkDgEDBAEeAAEHAQUEAQUBACYABAYBAwAEAwEAJgIBAAAPACAEG0uw6FBYQC8OAQMEAR4CAQADADUAAQcBBQQBBQEAJgAEAwMEAQAjAAQEAwEAJAYBAwQDAQAhBhtANQ4BAwQBHgACAwADAgAyAAAAMwABBwEFBAEFAQAmAAQDAwQBACMABAQDAQAkBgEDBAMBACEHWVlZsDgrAQMhEyEyHgIVFA4CBx4BFwEjIiYnAy4BIwsBMzI+AjU0JiMBlUb+/rEBm32ycjYvWIBRFyYOAQLpIS0L1AwjJRI9lk5xSSR0eQI6/cYFpjVfhE9Uk3haGQ4oHP3lGxkB1RoXAqT+FS1Paj1eagAB//b/8AP0BbUAQQDGQA49OywqJSMcGgkHBAIGBytLsF9QWEAzQQEBBSABAgQCHgAAAQMBAAMyAAMEAQMEMAABAQUBACQABQURHwAEBAIBACQAAgISAiAHG0uwZVBYQDFBAQEFIAECBAIeAAABAwEAAzIAAwQBAwQwAAUAAQAFAQEAJgAEBAIBACQAAgIVAiAGG0A6QQEBBSABAgQCHgAAAQMBAAMyAAMEAQMEMAAFAAEABQEBACYABAICBAEAIwAEBAIBACQAAgQCAQAhB1lZsDgrAQ4BIyIuAiMiDgIVFB4GFRQOAiMiLgInNz4BMzIeBDMyNjU0LgY1ND4CMzIeAhcDpw4cFBQqOk84N1Q5HS9MYmViTC9JicN6P3psXCJcCyIREB8lKzhGLnGALkxgZWBMLkWAt3M7bV5PHQSiFBMgJyAgOEwsLj0uJCg0TGtMaryNUxsyRit8DhIUHSMdFIBxMkAsISUxTXBSXayDTxgsPSUAAAAAAQBxAAAEqAWmAAcAnUAOAAAABwAHBgUEAwIBBQcrS7BfUFhAFQIBAAADAAAkBAEDAwsfAAEBDAEgAxtLsGVQWEATBAEDAgEAAQMAAAAmAAEBDwEgAhtLsOhQWEAfAAEAATUEAQMAAAMAACMEAQMDAAAAJAIBAAMAAAAhBBtAJQACAwAAAioAAQABNQQBAwIAAwACIwQBAwMAAAAkAAADAAAAIQVZWVmwOCsBByEDIRMhNwSoG/50mP7+l/5zGgWm1fsvBNHVAAABAHf/8AU/BaYAHgCdQA4BABYVDgwHBgAeAR4FBytLsF9QWEAVAwEBAQsfBAEAAAIBACQAAgISAiADG0uwZVBYQBUDAQEAATQEAQAAAgEAJAACAhUCIAMbS7DoUFhAHwMBAQABNAQBAAICAAEAIwQBAAACAQAkAAIAAgEAIQQbQCMAAQMBNAADAAM0BAEAAgIAAQAjBAEAAAIBACQAAgACAQAhBVlZWbA4KyUyPgI3EyEDDgMjIi4CNTQ3EyEDDgEVFB4CAntGdVg5CmsBA2oQaKPZgXW2fUEGaQEEawICIUFg0DVhiFMDZfybgNqeWUmEt24tMgNl/JwTJBFEbk4qAAAAAAEAeQAABZYFpgASAHdACBIREA4CAAMHK0uwX1BYQBMIAQIAAR4BAQAACx8AAgIMAiADG0uwZVBYQBMIAQIAAR4BAQACADQAAgIPAiADG0uw6FBYQBEIAQIAAR4BAQACADQAAgIrAxtAFQgBAgEBHgAAAQA0AAECATQAAgIrBFlZWbA4KxMzMhYXEx4BFz4BNwE+ATsBASN50CIoBcEKEggRKhQBmwozINL9NuwFpiEa/HsvXzY2YysDhRYl+loAAAEAgAAAB/kFpgApAJNADCkoIB8eHBANAgAFBytLsF9QWEAXJBYIAwMAAR4CAQIAAAsfBAEDAwwDIAMbS7BlUFhAFyQWCAMDAAEeAgECAAMANAQBAwMPAyADG0uw6FBYQBUkFggDAwABHgIBAgADADQEAQMDKwMbQCEkFggDBAIBHgAAAQA0AAECATQAAgQCNAAEAwQ0AAMDKwZZWVmwOCsTMzIWFxMeARc2NwE+ATsBMhYXEx4BFz4BNwE+ATsBASMDLgEnDgEHASOAzCIpBH8FAwIaGwFoCTMgPCIqBZAFCQILFgwBVwk1IM39seujAwcCCBEI/mfqBaYhGvyJIEopUkEDdxYlIRr8iSBIJydJHwN3FyT6WgPqEy0ZGS0T/BYAAAAB/7cAAAU3BaYAGwCiQAobGRAODAoDAQQHK0uwX1BYQBUNAAICAAEeAQEAAAsfAwECAgwCIAMbS7BlUFhAFw0AAgIAAR4BAQAAAgEAJAMBAgIPAiADG0uw6FBYQCENAAICAAEeAQEAAgIAAQAjAQEAAAIBACQDAQIAAgEAIQQbQCgNAAIDAQEeAAEDAgEBACMAAAADAgADAQAmAAEBAgEAJAACAQIBACEFWVlZsDgrCQEzMhYXEzY3ATYzIQkBIyImJwMOAQcBDgEjIQHl/rvrGhcI3goOATMYIwEP/hQBa+gaHQj7BQkF/ooRKBj+/QMEAqIPEv4NFRUBxiT9avzwHBECQwgQCP3dGRQAAQBtAAAFOgWmABQAe0AIFBIGBAIBAwcrS7BfUFhAFAwDAgABAR4CAQEBCx8AAAAMACADG0uwZVBYQBQMAwIAAQEeAgEBAAE0AAAADwAgAxtLsOhQWEASDAMCAAEBHgIBAQABNAAAACsDG0AWDAMCAAIBHgABAgE0AAIAAjQAAAArBFlZWbA4KwEDIRMBMzIWFxMeARc+ATcBPgE7AQLpRv78Rv6I5yIkCrsOEQYQJRcBNw4tIdcCM/3NAjQDciEa/gwkRSEhRCUB9BckAAAAAAH/+QAABLQFpgAPAH5ADgAAAA8ADw4NCAcGBQUHK0uwX1BYQBsAAgIDAAAkBAEDAwsfAAAAAQAAJAABAQwBIAQbS7BlUFhAGQQBAwACAAMCAAAmAAAAAQAAJAABAQ8BIAMbQCIEAQMAAgADAgAAJgAAAQEAAAAjAAAAAQAAJAABAAEAACEEWVmwOCsBBw4BBwEhByE3PgE3ASE3BLQLAhAL/OECnhr8CAoCDwsDIf1+GQWmUREeD/u4z08RHw4ESs8AAAABAAT+zwJmBgkADQBmQA4AAAANAA0KCAcFAgEFBytLsCJQWEAfDAEDAgEeAAAAAQIAAQEAJgACAgMAACQEAQMDEAMgBBtAKAwBAwIBHgAAAAECAAEBACYAAgMDAgEAIwACAgMAACQEAQMCAwAAIQVZsDgrGwEhBw4BKwEDMzIWFQcE4wF/CwMoG3m/fBYgDP7PBzpeGCT5+RkWagABAGj/nwKSBa8ACQBsQAYHBQIAAgcrS7AJUFhADAABAAE1AAAACwAgAhtLsAtQWEAMAAEAATUAAAARACACG0uwDVBYQAwAAQABNQAAAAsAIAIbS7BfUFhADAABAAE1AAAAEQAgAhtACgAAAQA0AAEBKwJZWVlZsDgrEzMyFhcBIyImJ2hkKzwJAVZkJkMLBa8sKPpELiwAAAH/4f7PAkQGCQANAGZADgAAAA0ADQwLCAYFAwUHK0uwIlBYQB8KAQECAR4AAgABAAIBAQAmAAAAAwAAJAQBAwMQAyAEG0AoCgEBAgEeAAIAAQACAQEAJgAAAwMAAQAjAAAAAwAAJAQBAwADAAAhBVmwOCsDNz4BOwETIyImNTchAx8MAycbe757GR4MAX/k/s9cGiMGBx8WZfjGAAEAsAMJBDoFpgASAFtACBIREA4CAAMHK0uwX1BYQBMIAQACAR4BAQACADUAAgILAiADG0uw6FBYQBEIAQACAR4AAgACNAEBAAArAxtAFQgBAQIBHgACAQI0AAEAATQAAAArBFlZsDgrASMiJicDLgEnDgEHAw4BKwEBMwQ6tRcdCp4PGQkIFg+bCR8avgF1oAMJGBEBIRwzGRozG/7fERgCnQAAAf+f/tsCiP92AAMAQ0AKAAAAAwADAgEDBytLsBhQWEAPAgEBAQAAACQAAAAQACACG0AZAgEBAAABAAAjAgEBAQAAACQAAAEAAAAhA1mwOCsFByE3AogT/SoTipubAAAAAQAkBI4BuwW1AAkAQ0AKAQAGBAAJAQkDBytLsF9QWEAPAAEBAAEAJAIBAAARASACG0AZAgEAAQEAAQAjAgEAAAEBACQAAQABAQAhA1mwOCsBMhYfASMiJicDAQQmIgtkiBohDsYFtRoa8w4UAQUAAAIAJv/xA9YEEQAXACcA5kAQGRghHxgnGScVEwkHAgAGBytLsCBQWEAnFwEEAh4FAgMEAh4ABAQCAQAkAAICFB8FAQMDAAEAJAEBAAAMACAFG0uwX1BYQCsXAQQCHgUCAwQCHgAEBAIBACQAAgIUHwAAAAwfBQEDAwEBACQAAQEVASAGG0uwZVBYQCsXAQQCHgUCAwQCHgAEBAIBACQAAgIUHwAAAA8fBQEDAwEBACQAAQEVASAGG0A2FwEEAh4FAgMEAh4AAAMBAwABMgACAAQDAgQBACYFAQMAAQMBACMFAQMDAQEAJAABAwEBACEGWVlZsDgrISMiJjU3DgEjIi4CNTQ+BDMyFhcBMj4CNxMmIyIOAhUUFgNagi0kCESqZjplSysuVXiVrWBFi0P9xilPRjwWJxsXU45oO0QqIIxqey5biVxcrpmAXDMUGvzYOGOGTQE2A0yBq19sZAAAAAACADz/8QQJBc4AGQAqAXFAFhsaAAAkIhoqGyoAGQAYExEHBQIBCAcrS7ARUFhALSADAgUEFQECBQIeAAAADR8HAQQEAQEAJAABARQfAAUFAgECJAYDAgICEgIgBhtLsCBQWEAtIAMCBQQVAQIFAh4AAAANHwcBBAQBAQAkAAEBFB8ABQUCAQIkBgMCAgIVAiAGG0uwX1BYQDEgAwIFBBUBAwUCHgAAAA0fBwEEBAEBACQAAQEUHwYBAwMMHwAFBQIBAiQAAgIVAiAHG0uwZVBYQDEgAwIFBBUBAwUCHgAAAA0fBwEEBAEBACQAAQEUHwYBAwMPHwAFBQIBAiQAAgIVAiAHG0uw7VBYQC8gAwIFBBUBAwUCHgYBAwUCBQMCMgABBwEEBQEEAQAmAAUAAgUCAQIlAAAADQAgBRtAOyADAgUEFQEDBQIeAAABADQGAQMFAgUDAjIAAQcBBAUBBAEAJgAFAwIFAQAjAAUFAgECJAACBQIBAiEHWVlZWVmwOCszEzMDPgEzMh4CFRQOBCMiJicHDgEjASIOAg8BHgEzMj4CNTQmPLXxUUixZEBpSigkQltwf0RPeyoICCYpAcwpVE9DGB4iWCtCbE0qRgXO/Wlldi9ekGFXqJZ+XDQ/NiIkIANQOGKFTPUlHlKEpVNsaQAAAAEAMv/xA3oEEQAsALxADiknJCIcGhcVEA4GBAYHK0uwEVBYQC8SAQMBAR4AAgMFAwIFMgAFBAMFBDAAAwMBAQAkAAEBFB8ABAQAAQAkAAAAEgAgBxtLsGVQWEAvEgEDAQEeAAIDBQMCBTIABQQDBQQwAAMDAQEAJAABARQfAAQEAAEAJAAAABUAIAcbQDYSAQMBAR4AAgMFAwIFMgAFBAMFBDAAAQADAgEDAQAmAAQAAAQBACMABAQAAQAkAAAEAAEAIQdZWbA4KyUOAyMiLgI1ND4CMzIWFwcOASMiLgIjIg4CFRQWMzI+AjMyFh8BA0YzXWBqP1mNYjNQkMZ1Zo84TwkXDhEcJTcsOWhPL2RVOUs0KRgMFwk/tjhMLhM9cJ5hfeOtZ0hIXgkPFRgVPnKgYXF7ISchDQpMAAACACv/8QQzBc4AGQAqAThAFhsaAQAkIhoqGyoYFxQSCAYAGQEZCAcrS7AgUFhALRYBBQIgBAIEBQIeAAMDDR8ABQUCAQAkAAICFB8HAQQEAAEAJAEGAgAADAAgBhtLsF9QWEAxFgEFAiAEAgQFAh4AAwMNHwAFBQIBACQAAgIUHwYBAAAMHwcBBAQBAQAkAAEBFQEgBxtLsGVQWEAxFgEFAiAEAgQFAh4AAwMNHwAFBQIBACQAAgIUHwYBAAAPHwcBBAQBAQAkAAEBFQEgBxtLsO1QWEAuFgEFAiAEAgQFAh4AAgAFBAIFAQAmBwEEAAEEAQEAJQYBAAADAAAkAAMDDQAgBRtAORYBBQIgBAIEBQIeAAIABQQCBQEAJgcBBAABBAEAIwADBgEAAQMAAQAmBwEEBAEBACQAAQQBAQAhBllZWVmwOCshIiY1Nw4BIyIuAjU0PgQzMhYXEzMDJTI+Aj8BLgEjIg4CFRQWAvktJAhKuGhAaUooJEJbcH9ERXAqQ/K3/iooVE5DGB8iWCpCbE0qRioglm6BL16QYlenln5cNDIrAhn6MrM3YYNM+SUeUoSlU2xpAAIAMf/xA5YEEAAoADcAu0AQKikpNyo3JSMZFxAOCQcGBytLsBFQWEAuLgUCAQQTAQABAh4AAQQABAEAMgUBBAQDAQAkAAMDFB8AAAACAQAkAAICEgIgBhtLsGVQWEAuLgUCAQQTAQABAh4AAQQABAEAMgUBBAQDAQAkAAMDFB8AAAACAQAkAAICFQIgBhtANS4FAgEEEwEAAQIeAAEEAAQBADIAAwUBBAEDBAEAJgAAAgIAAQAjAAAAAgEAJAACAAIBACEGWVmwOCsBFA4CBxUUMzI+BDMyFh8BDgMjIi4CNTQ+BDMyHgIlIg4CBz4DNTQuAgOWN47zvM0sRDMpIyIUDBgIPzVmanZGWpJoOSNCYHmRU1F5USj+rzJWRTMPfJdTGw0bKwMURXJaQRMN8hEYHhgRCwtMNU4yGD1vnWFRnIx2VjAuSVolKUpnPREoMDYfDyAZEQAAAQA6/wkC8QW/ACcBA0ASAAAAJwAnJiUgHhgWERAGBAcHK0uwX1BYQDQZAQMCAR4HAQUBHQADAwIBACQAAgIRHwYBBQUBAAAkBAEBAQ4fAAAAAQAAJAQBAQEOACAIG0uwZVBYQDIZAQMCAR4HAQUBHQACAAMBAgMBACYGAQUFAQAAJAQBAQEOHwAAAAEAACQEAQEBDgAgBxtLsOhQWEAxGQEDAgEeBwEFAR0AAgADAQIDAQAmBAEBBgEFAAEFAAAmBAEBAQABACQAAAEAAQAhBhtANxkBAwIBHgcBBQEdAAIAAwECAwEAJgABBAABAAAjAAQGAQUABAUAACYAAQEAAQAkAAABAAEAIQdZWVmwOCsBAwcOASsBEycuATU0PgI3Mzc+AzMyFwcOAyMiDgIPATMHAbBhMw47NmODTxYcAQIFBYoJC0dtjlJANhYCDxYbDihDMyEHCOYXA0n84bwxNARADgQZFwEGFSsnTFiMYjQTgAsNBgIWMU85RLAAAAAAA/+6/pkD9wQSADsASwBeAVBAGD08W1lTUUVDPEs9SzQzMS8nJRwaEhAKBytLsBpQWEBCOQEFBiMBAgUeAQcBAx4JAQUAAgEFAgEAJgABAAcIAQcBACYABAQOHwAGBgMBACQAAwMUHwAICAABACQAAAAWACAIG0uwP1BYQEU5AQUGIwECBR4BBwEDHgAEAwYDBAYyCQEFAAIBBQIBACYAAQAHCAEHAQAmAAYGAwEAJAADAxQfAAgIAAEAJAAAABYAIAgbS7BlUFhAQjkBBQYjAQIFHgEHAQMeAAQDBgMEBjIJAQUAAgEFAgEAJgABAAcIAQcBACYACAAACAABACUABgYDAQAkAAMDFAYgBxtATDkBBQYjAQIFHgEHAQMeAAQDBgMEBjIAAwAGBQMGAQAmCQEFAAIBBQIBACYAAQAHCAEHAQAmAAgAAAgBACMACAgAAQAkAAAIAAEAIQhZWVmwOCsBFA4EFRQeAhUUDgIjIi4CNTQ+AjMyFhcuATU0Nw4BIyIuAjU0PgIzMhYXIQcOAQ8BHgEBMj4CNTQmIyIOAhUUFhM0JicuASMiDgIVFBYzMj4CA1wUHSIeEyIoIkSAuHRfl2s5VoipVClOIwQFICZgRDppUC84bqJrOWcrAR8LBBcWaQUF/mYtRC8YRkMtRC4XReMDAjZbKERhPx1gZDhcQiUC2S5JPjc5PyYpRUhSNkyJZzwnRl85VXRHHwcGECASOkYaHCZOdU5Lj3FEGxpQGCIGHBQs/vAqRFUsS1AnQVQtTVT+Gw4bDAkIFiQwGzw+HDJEAAAAAQA8AAAD7QXOAB0A80AQAAAAHQAdGBYQDwcFAgEGBytLsF9QWEAgAwEDAQEeAAAADR8AAwMBAQAkAAEBFB8FBAICAgwCIAUbS7BlUFhAIAMBAwEBHgAAAA0fAAMDAQEAJAABARQfBQQCAgIPAiAFG0uw7VBYQCADAQMBAR4AAQADAgEDAQAmBQQCAgIAAAAkAAAADQIgBBtLuAPoUFhAKQMBAwEBHgAAAQIAAAAjAAEAAwIBAwEAJgAAAAIAACQFBAICAAIAACEFG0AtAwEDAQEeAAIEAjUAAAEEAAAAIwABAAMEAQMBACYAAAAEAAAkBQEEAAQAACEGWVlZWbA4KzMTMwM+ATMyHgIVFAYHAyMTPgE1NCYjIg4CBwM8tfZNS69bOl5CJAMCTfdNAgMyMyZSTEIXQQXO/YVhXilPc0sTJxX9cwKNEiAOQjorT3BF/eYAAAIASgAAAfcFywADABcAnkAOAAAUEgoIAAMAAwIBBQcrS7BfUFhAGQACAgMBACQAAwMNHwQBAQEOHwAAAAwAIAQbS7BlUFhAGQACAgMBACQAAwMNHwQBAQEOHwAAAA8AIAQbS7DZUFhAGAQBAQAAAQAAACUAAgIDAQAkAAMDDQIgAxtAIwADAAIBAwIBACYEAQEAAAEAACMEAQEBAAAAJAAAAQAAACEEWVlZsDgrAQMjEwEUDgIjIi4CNTQ+AjMyHgIBuXv0ewEyGys4Hh03KhkaKjcdHjgrGgQC+/4EAgErIDgqGRkqOCAgOisZGSo6AAL/Y/6YAe8FywATACcA0kAQAAAkIhoYABMAEw4MBwUGBytLsD9QWEAmCQEAAQEeAAMDBAEAJAAEBA0fBQECAg4fAAEBAAEAJAAAABYAIAYbS7BlUFhAIwkBAAEBHgABAAABAAEAJQADAwQBACQABAQNHwUBAgIOAiAFG0uw2VBYQCYJAQABAR4FAQIDAQMCATIAAQAAAQABACUAAwMEAQAkAAQEDQMgBRtAMAkBAAEBHgUBAgMBAwIBMgAEAAMCBAMBACYAAQAAAQEAIwABAQABACQAAAEAAQAhBllZWbA4KwEDDgMjIiYnNz4BMzI+AjcTARQOAiMiLgI1ND4CMzIeAgG5gggzVXlPJzkcGAYaIiIvIBIFggEoGys4Hh03KhkaKjcdHjgrGgQC+9tDdlkzCQqFFAsPITYoBCUBKyA4KhkZKjggIDorGRkqOgAAAAEAPgAABB4FzgAeAQpAEgAAAB4AHh0cGxkUEgoIAwEHBytLsF9QWEAjDgEDAAEeAAAAAwIAAwECJgYBBQUNHwABAQ4fBAECAgwCIAUbS7BlUFhAIw4BAwABHgAAAAMCAAMBAiYGAQUFDR8AAQEOHwQBAgIPAiAFG0uw7VBYQCIOAQMAAR4AAAADAgADAQImAAEEAQIBAgEAJQYBBQUNBSAEG0u4A+hQWEAuDgEDAAEeBgEFAQU0AAEAAgEBACMAAAADAgADAQImAAEBAgEAJAQBAgECAQAhBhtANQ4BAwABHgYBBQEFNAAEAwIDBAIyAAEAAgEBACMAAAADBAADAQImAAEBAgEAJAACAQIBACEHWVlZWbA4KwEDMzI2NwE+ATsBAQ4BBx4BFxMjIiYnAy4BKwEDIxMB6GgZFx0QARASJh3c/q4TJhUTGQz+1hsjDMcMGRwhOfS2Bc78rQ4TATsUF/6DFSMNDikX/g4UGAGFFw7+KgXOAAABAEEAAAHoBc4AAwBuQAoAAAADAAMCAQMHK0uwX1BYQA0AAAANHwIBAQEMASACG0uwZVBYQA0AAAANHwIBAQEPASACG0uw7VBYQA8CAQEBAAAAJAAAAA0BIAIbQBgAAAEBAAAAIwAAAAEAACQCAQEAAQAAIQNZWVmwOCszEzMDQbTztAXO+jIAAQA0AAAF3QQSADkBFkAWAAAAOQA5NDIsKyYkGxoUEg4MAwEJBytLsCBQWEAgEAoCAwQBHgYBBAQAAQAkAgECAAAOHwgHBQMDAwwDIAQbS7BfUFhAJBAKAgMEAR4AAAAOHwYBBAQBAQAkAgEBARQfCAcFAwMDDAMgBRtLsGVQWEAkEAoCAwQBHgAAAA4fBgEEBAEBACQCAQEBFB8IBwUDAwMPAyAFG0uw6FBYQC0QCgIDBAEeAAAEAwABACMCAQEGAQQDAQQBACYAAAADAAAkCAcFAwMAAwAAIQUbQD8QCgIHBAEeAAUHAwcFAzIAAwMzAAAGBwABACMAAQAGBAEGAQAmAAIABAcCBAEAJgAAAAcAACQIAQcABwAAIQhZWVlZsDgrMxMzMhYVHAEOAQc+ATMyFhc+ATMyFhUUBgcDIz4FNTQmIyIOAgcDIxM+ATU0JiMiDgIHAzR9fSYsAQICRaJYX20JSK9nc30CA030FBwSCgUBKC0mSEE3FUDzTQIDJy0nSkE3FUAEAyQnAQQXLytpZ353fnebkhQtF/1zqu2fWjERBTw1KExuRf3fAo0VJRA8NSpPcUb96AAAAQA0AAAD5QQSACMA7kAQAAAAIwAjHhwTEgoIAwEGBytLsCBQWEAcBgECAwEeAAMDAAEAJAEBAAAOHwUEAgICDAIgBBtLsF9QWEAgBgECAwEeAAAADh8AAwMBAQAkAAEBFB8FBAICAgwCIAUbS7BlUFhAIAYBAgMBHgAAAA4fAAMDAQEAJAABARQfBQQCAgIPAiAFG0uw6FBYQCkGAQIDAR4AAAMCAAEAIwABAAMCAQMBACYAAAACAAAkBQQCAgACAAAhBRtALQYBBAMBHgACBAI1AAADBAABACMAAQADBAEDAQAmAAAABAAAJAUBBAAEAAAhBllZWVmwOCszEzMyFhUHPgEzMh4CFRQGBwMjPgU1NCYjIg4CBwM0e34nKwdOvmU5XUIkAwJN9xQcEgoFATAzKVhQQhU4BAMmKoVzcSlPc0sTJxX9c6nrnFkuDwVCOzBYfEz+CAACACv/8QPSBBIADwAjAIhAEhEQAQAbGRAjESMJBwAPAQ8GBytLsBFQWEAcAAEBAwEAJAADAxQfBAEAAAIBACQFAQICEgIgBBtLsGVQWEAcAAEBAwEAJAADAxQfBAEAAAIBACQFAQICFQIgBBtAJAADAAEAAwEBACYEAQACAgABACMEAQAAAgEAJAUBAgACAQAhBFlZsDgrJTI+AjU0JiMiDgIVFBYXIi4CNTQ+AjMyHgIVFA4CAcw+ZEcmVVY+ZEYmVEBVkWk8VZPEb1WRajxWk8SvR3eeV312RnieWH11vjluoGeF5qhgOW6gZ4TlqWEAAAAAAgAL/rEEAQQSAB0ALgFMQBYfHgAAKCYeLh8uAB0AHRoYDgwDAQgHK0uwEVBYQDEFAQQAJAoCBQQcAQIFAx4HAQQEAAEAJAEBAAAOHwAFBQIBACQAAgISHwYBAwMQAyAGG0uwIFBYQDEFAQQAJAoCBQQcAQIFAx4HAQQEAAEAJAEBAAAOHwAFBQIBACQAAgIVHwYBAwMQAyAGG0uwP1BYQDUFAQQAJAoCBQQcAQIFAx4AAAAOHwcBBAQBAQAkAAEBFB8ABQUCAQAkAAICFR8GAQMDEAMgBxtLsGVQWEA3BQEEACQKAgUEHAECBQMeBwEEBAEBACQAAQEUHwAFBQIBACQAAgIVHwYBAwMAAQAkAAAADgMgBxtAPAUBBAAkCgIFBBwBAgUDHgAABAMAAQAjAAEHAQQFAQQBACYABQACAwUCAQAmAAAAAwAAJAYBAwADAAAhBllZWVmwOCsbATMyFhUwFA4BBz4BMzIeAhUUDgQjIiYnAwEiDgIPAR4BMzI+AjU0JgumfSIwAgIDSrtoQGlKKCRCW3B/REVxKTMBiylUTkMYHiJXK0JsTSpG/rEFUh0hBh9DPW+DL16QYVeoln5cNDEs/mMEnzdhhEz5JB5ShKVTbGkAAAIAJv6xA9YEEQAfADAA80AQISAqJyAwITAdGxEPAgAGBytLsBFQWEAuHwEEAiYBAwQNAQEDAx4ABAQCAQAkAAICFB8FAQMDAQEAJAABARIfAAAAEAAgBhtLsD9QWEAuHwEEAiYBAwQNAQEDAx4ABAQCAQAkAAICFB8FAQMDAQEAJAABARUfAAAAEAAgBhtLsGVQWEAuHwEEAiYBAwQNAQEDAx4AAAEANQAEBAIBACQAAgIUHwUBAwMBAQAkAAEBFQEgBhtANh8BBAImAQMEDQEBAwMeAAABADUAAgAEAwIEAQAmBQEDAQEDAQAjBQEDAwEBACQAAQMBAQAhBllZWbA4KwEjIi4CNTQ+BDcOASMiLgI1ND4EMzIWFwEyPgI3Ey4BIyIOAhUUFgMwoBUdEQgBAwYMEw5CoF86ZUsrLlV4la1gRYtD/cYoT0Y7FikOGAxTjmg7RP6xDhYcDgEHGjZhlW1eay5biVxcrpmAXDMUGvzYN2GETAE9AQFMgatfbGQAAAABADQAAALyBAkAFgDKQA4AAAAWABYTEQ4MAwEFBytLsE5QWEAhDwUCAgAQCgIDAgIeAAICAAEAJAEBAAAOHwQBAwMMAyAEG0uwX1BYQCUPBQICABAKAgMCAh4AAAAOHwACAgEBACQAAQEOHwQBAwMMAyAFG0uwZVBYQCUPBQICABAKAgMCAh4AAAAOHwACAgEBACQAAQEOHwQBAwMPAyAFG0AuDwUCAgAQCgIDAgIeAAACAwABACMAAQACAwECAQAmAAAAAwAAJAQBAwADAAAhBVlZWbA4KzMTMzIWFTAUDgEHPgEzMhcHJiMiBgcDNH19JC4CAgM/llEpKi0yLVmGKzYEAyAjByJJQnmEEuwVqrX+PwAB//j/8AMdBBIAPQDIQA47OSgmIyEaGAkHBAIGBytLsF9QWEAzPQEBBR4BAgQCHgAAAQMBAAMyAAMEAQMEMAABAQUBACQABQUUHwAEBAIBACQAAgISAiAHG0uwZVBYQDM9AQEFHgECBAIeAAABAwEAAzIAAwQBAwQwAAEBBQEAJAAFBRQfAAQEAgEAJAACAhUCIAcbQDo9AQEFHgECBAIeAAABAwEAAzIAAwQBAwQwAAUAAQAFAQEAJgAEAgIEAQAjAAQEAgEAJAACBAIBACEHWVmwOCsBDgEjIi4CIyIGFRQeBhUUDgIjIi4CJzc+ATMyHgIzMj4CNTQuBjU0PgIzMhYXAt0LFBARJC89K09UIzhITEg4IztunGAxW1BBFzwLHxUVIi5BMyk/KxYiOUhLRzkiNGWTX2KXNANBEA0UGRRHNR8rIBsfJzhPN0qGZTsTIi4bXhESGh8aFiYyHCItIRkcJDdPOUSBYzxDNAAAAAEAVf/wAtsFPAAwAWBAEC8tKCYjIRkYFxYVEwgGBwcrS7AJUFhAKCsBBgQBHgABAgIBKAMBAAACAAAkAAICDh8FAQQEBgEAJAAGBhIGIAYbS7APUFhAJysBBgQBHgABAgE0AwEAAAIAACQAAgIOHwUBBAQGAQAkAAYGEgYgBhtLsF9QWEAuKwEGBAEeAAECATQABQAEAAUEMgMBAAACAAAkAAICDh8ABAQGAQAkAAYGEgYgBxtLsGVQWEAuKwEGBAEeAAECATQABQAEAAUEMgMBAAACAAAkAAICDh8ABAQGAQAkAAYGFQYgBxtLsOhQWEA1KwEGBAEeAAECATQABQAEAAUEMgACAwEABQIAAQImAAQGBgQBACMABAQGAQAkAAYEBgEAIQcbQDsrAQYEAR4AAQIBNAAAAwUDAAUyAAUEAwUEMAACAAMAAgMAAiYABAYGBAEAIwAEBAYBACQABgQGAQAhCFlZWVlZsDgrNzwBPgE3EyMiJjU0PgI/ARM+ATsBAzMHIwMOAxUUFjMyPgIzMhYfAQ4BIyImkwMHBjlhERUBAgUEnFIGHRWEKPgV+TcFBQMBJSIVHhYRCAsNBTU3hkRtf9EHEyU9MAHMFRUBBhUqJhsBGBQW/r2w/kEpMBsLAiYsCwwLCwt4LS52AAABAFD/8QQBBAIAJgDxQBAAAAAmACYeHBQSERALCQYHK0uwIFBYQBwaAQABAR4FBAIBAQ4fAAAAAgECJAMBAgIMAiAEG0uwX1BYQCAaAQABAR4FBAIBAQ4fAAICDB8AAAADAQIkAAMDFQMgBRtLsGVQWEAgGgEAAQEeBQQCAQEOHwACAg8fAAAAAwECJAADAxUDIAUbS7DoUFhAKRoBAAEBHgAAAgMAAQAjBQQCAQACAwECAQAmAAAAAwECJAADAAMBAiEFG0AwGgEABAEeBQEEAQABBAAyAAACAwABACMAAQACAwECAQAmAAAAAwECJAADAAMBAiEGWVlZWbA4KwEOBRUUFjMyPgI3EzMDIyIuAj0BNw4BIyIuAjU0NjcTAZkUHBIKBQExMidTTUIXQPd8fREfGQ8GTrljOV1CJAIDTQQCqeqcWi4QBUI5K1ByRgIU+/4JEhwTBH1ubClOc0oUKBYCiwAAAAABAEUAAAQPBAIAEgB3QAgSERAOAgADBytLsF9QWEATCAECAAEeAQEAAA4fAAICDAIgAxtLsGVQWEATCAECAAEeAQEAAA4fAAICDwIgAxtLsOhQWEARCAECAAEeAQEAAgA0AAICKwMbQBUIAQIBAR4AAAEANAABAgE0AAICKwRZWVmwOCsTMzIWFxMeARc+ATcTPgE7AQEjRcoaHwRsCggDDiEX9QklFsP+BtAEAhoU/dwxYTAwXzMCJBQa+/4AAAABAE0AAAXvBAQALQDlQAwtKyIgHx0RDgIABQcrS7BfUFhAFyYXCAMDAAEeAgECAAAOHwQBAwMMAyADG0uwZVBYQBcmFwgDAwABHgIBAgAADh8EAQMDDwMgAxtLsMlQWEAkJhcIAwMAAR4CAQIAAwMAAQAjAgECAAADAQAkBAEDAAMBACEEG0uw6FBYQComFwgDAwABHgABAAMBAQAjAgEAAwMAAQAjAgEAAAMBACQEAQMAAwEAIQUbQDEmFwgDBAIBHgACAAQAAgQyAAEAAwEBACMAAAAEAwAEAQAmAAEBAwEAJAADAQMBACEGWVlZWbA4KxMzMhYXEx4BFz4BNxM+ATsBMhYXEx4BFz4BNxM+ATsBASMiJwMmJw4BBwMGKwFNuxoiAjwFAQIPIRLfCCQWahoeA1YHCgQLGRHHByQXtP5Zvx8HYgYDBw4I9BIjtwQCGhT93C1UKipULQImFBoaFP3aLVQqKlQtAiQUGvv+LAJRKCUUJxT9sSwAAAH/ygAAA/8EAgAdAKBACh0bEhAODAMBBAcrS7BfUFhAFQ8AAgIAAR4BAQAADh8DAQICDAIgAxtLsGVQWEAVDwACAgABHgEBAAAOHwMBAgIPAiADG0uw6FBYQCEPAAICAAEeAQEAAgIAAQAjAQEAAAIBACQDAQIAAgEAIQQbQCgPAAIDAQEeAAEDAgEBACMAAAADAgADAQAmAAEBAgEAJAACAQIBACEFWVlZsDgrAQMzMhYXEz4BPwE+ATsBCQEjIiYnAw4BBwMOASsBAWHu4BkWCI0GDgm0DBoR4P6XAQjhGR0InQUMBuQNIBfZAisB1w4R/s4MGQ38ERL+KP3WGxIBaAsWCf7CERwAAAABAE3+sQQZBAIAFQCbQAgVEwcFAwEDBytLsD9QWEAUDQQCAAEBHgIBAQEOHwAAABAAIAMbS7BlUFhAFg0EAgABAR4AAAABAQAkAgEBAQ4AIAMbS7DoUFhAIA0EAgABAR4CAQEAAAEBACMCAQEBAAEAJAAAAQABACEEG0AmDQQCAAIBHgACAQABAgAyAAECAAEBACMAAQEAAQAkAAABAAEAIQVZWVmwOCsBBisBEwEzMhYXEx4BFz4BNxM+ATsBAXMaNrfk/v3PGxsFfgYHAgsXDP0KJhTG/uQzAZ0DtBsT/ewaMhoaMxoCFBQZAAH//wAAA3IEAgAPAHlACg8ODQwHBgUEBAcrS7BfUFhAGgACAgMAACQAAwMOHwAAAAEAACQAAQEMASAEG0uwZVBYQBoAAgIDAAAkAAMDDh8AAAABAAAkAAEBDwEgBBtAIQADAAIAAwIAACYAAAEBAAAAIwAAAAEAACQAAQABAAAhBFlZsDgrAQ4BBwEhByE3PgE3ASE3IQNlAxUQ/f8Bwxb9Fg0CFRECBf5HFwLbA5waMhD9fr5nETAUAom9AAAAAAEAH/7PAmgGCQBEAHhADjw6MzAaFxIQBQQDAgYHK0uwIlBYQCgmAQABAR4AAgADAQIDAQAmAAEAAAQBAAEAJgAEBAUBACQABQUQBSAFG0AxJgEAAQEeAAIAAwECAwEAJgABAAAEAQABACYABAUFBAEAIwAEBAUBACQABQQFAQAhBlmwOCsTNCYjNzI2NTQuAjU0PgI7AQcOAysBIgYHDgEUBgcOAwceARUUDgIVFBY7ATIWFRwBDgEHIyIuAjU0PgJ9LTERSjoCAQIwYZRlLw0CDBESBwdCTAgFAgIEBBstPCQ6PhogGjc2CA4eAwUFMFB0SyUdIh0BuTA+int/ECotKxFqpXE7awwSDAVfWDNeWVUrKkk7KwoUYz86b29xPTxLExcBBRUsKCpLaD9BdnBuAAAAAQCQ/rEBUAYLAAMAPEAGAwIBAAIHK0uwP1BYQA4AAAABAAAkAAEBEAEgAhtAFwAAAQEAAAAjAAAAAQAAJAABAAEAACEDWbA4KxMzESOQwMAGC/imAAAAAAH/3/7PAigGCQBEAHhADjw6MzAaFxIQBQQDAgYHK0uwIlBYQCgmAQEAAR4ABQAEAAUEAQAmAAAAAQMAAQEAJgADAwIBACQAAgIQAiAFG0AxJgEBAAEeAAUABAAFBAEAJgAAAAEDAAEBACYAAwICAwEAIwADAwIBACQAAgMCAQAhBlmwOCsBFBYzByIGFRQeAhUUDgIrATc+AzsBMjY3PgE0Njc+AzcuATU0PgI1NCYrASImNTwBPgE3MzIeAhUUDgIByi0xEUo6AgECMGGVZC8NAQ0REgcHQkwIBQICBAQbLTwkOj4aIBo3NggOHgMFBTBPdUslHSIdAx8wPop7fxAqLSwQaqVxO2sMEgwFX1gzXllVKypJOyoLFGM/Om9vcT08SxMXAQUVLCgqS2g/QXZwbgAAAQAmAY4D6gMRABsAR0ASAQAYFhIRDw0KCAQDABsBGwcHK0AtAAEFATQABAIENQYBAAMCAAEAIwAFAAMCBQMBACYGAQAAAgEAJAACAAIBACEGsDgrATI2NTMUDgIjIi4CIyIGFSM0PgIzMh4CAq04PscpTXBINWFXTCA4PscpTXBINWFXTAKISEFNfVkwHCEcSEFNfVkwHCEcAAAAAgCA/q8CFwQSAAwAIAB9QA4AAB0bExEADAAMBQQFBytLsD9QWEAbAAMDAgEAJAACAhQfAAAAAQAAJAQBAQEQASAEG0uwZVBYQBgAAAQBAQABAAAlAAMDAgEAJAACAhQDIAMbQCIAAgADAAIDAQAmAAABAQAAACMAAAABAAAkBAEBAAEAACEEWVmwOCsbAT4BNzMUFhUUBgcLATQ+AjMyHgIVFA4CIyIuAoBCCyYZnAEICUFvFyk3ICA3KRgYKTcgIDcpF/6vAhdbrmMRIhFOj0v96QTMHzgoGBgoOB8gNygXFyg3AAAAAAIAe/8hBEEE6wAvADgAcUAMLy0jIRgWDw0KCQUHK0uwZVBYQC00ExADAgAlHQADBAMCHgABAAE0AAIAAwACAzIAAwQAAwQwAAQEMwAAABQAIAYbQCc0ExADAgAlHQADBAMCHgABAAE0AAACADQAAgMCNAADBAM0AAQEKwZZsDgrBS4DNTQ+Aj8BPgE7AQceARcHDgEjIi4CJwM+AzMyHwEOAw8BDgErAQMUFhcTDgMB4U+EXjVOk9aHIQUoG1gwTnkwSAwVEw4cJTAgjTdMNykUHgw3J1phZzQfBSgbWE9TToxMcUslCQxIc5pffNegXwWgFybmDkIyUw4ODhMVCP1UBR0eGBRUKDonFQSXFyUComuLGgKmCEFpjgAAAQABAAAEmgW1ADwBK0AUOzo1My0rJSMeHBkYExEMCgQCCQcrS7BfUFhAOCkBBgcIAQIBAh4ABgcEBwYEMggBBAMBAAEEAAEAJgAHBwUBACQABQURHwABAQIBACQAAgIMAiAHG0uwZVBYQDYpAQYHCAECAQIeAAYHBAcGBDIABQAHBgUHAQAmCAEEAwEAAQQAAQAmAAEBAgEAJAACAg8CIAYbS7DoUFhAPykBBgcIAQIBAh4ABgcEBwYEMgAFAAcGBQcBACYIAQQDAQABBAABACYAAQICAQEAIwABAQIBACQAAgECAQAhBxtARykBBgcIAQIBAh4ABgcEBwYEMgAFAAcGBQcBACYABAADAAQDAAAmAAgAAAEIAAEAJgABAgIBAQAjAAEBAgEAJAACAQIBACEIWVlZsDgrAQ4BIyEHDgEHPgEzIQcOAyMhNz4BNxMjNz4BOwE3PgMzMh4CFwcGIyImJy4DIyIOAg8BIQcDjgIqHf6CGAgvKidOJwJWDQITHigX/EATRU4LIZsMAykeWB0LU4e6c1aAXT4UaB0bESAMEiEqOSk1WkUsBx0BvwsClhclzkRmKwkKYxIlHROWEFNTAQ5gFiXxXql+SidFXzg+Dw4RGCcbDiRDYD3zXwAAAgCVAMwEQAR2ACMANwCXQAo0MiooHBoKCAQHK0uwZVBYQDkPDgwGBAUDACEgHhgWFQYBAgIeAwEDAR0NBQIAHB8XAgEbAAIAAQIBAQAlAAMDAAEAJAAAABQDIAcbQEMPDgwGBAUDACEgHhgWFQYBAgIeAwEDAR0NBQIAHB8XAgEbAAAAAwIAAwEAJgACAQECAQAjAAICAQEAJAABAgEBACEIWbA4KxM0NjcnNxc+ATMyFhc3FwceARUUBgcXBycOASMiJicHJzcuATcUHgIzMj4CNTQuAiMiDgL5GxmYfJcqYjY0YCqYfJgaHhsZmH2XKmI2NF8qmHyXGh23HTNEJidFMx4eM0UnJkQzHQKhNV8qmHqWGh0bGZh7lypjNjVeKph7lhocGhmYfJYqYzYmRTMeHjNFJihFMx4eM0UAAAABAGsAAATnBaUAIgESQBgiISAfHh0cGxoZGBcWFRQTEhAEAgEACwcrS7BfUFhAKwoBAAEBHgMBAAoBBAUABAACJgkBBQgBBgcFBgAAJgIBAQELHwAHBwwHIAUbS7BlUFhAKwoBAAEBHgIBAQABNAMBAAoBBAUABAACJgkBBQgBBgcFBgAAJgAHBw8HIAUbS7DoUFhANwoBAAEBHgIBAQABNAAHBgc1AwEACgEEBQAEAAImCQEFBgYFAAAjCQEFBQYAACQIAQYFBgAAIQcbQEoKAQACAR4AAQIBNAACAAI0AAcGBzUAAAAKBAAKAAImAAMABAUDBAAAJgAFCQYFAAAjAAkACAYJCAAAJgAFBQYAACQABgUGAAAhCllZWbA4KxMhATMyFhcTHgEXPgE3AT4BOwEBIQchByEHIQMjEyE3ITchmAEY/tTIICcIpQ4OBQwfGAEeDS8gyf4LARkQ/r4MAUEQ/r4h7iH+vRIBQQv+vwJ3Ay4hGv4NKkokJEoqAfMXJPzShGCF/vIBDoVgAAAAAgCQ/rEBUAYLAAMABwBUQAoHBgUEAwIBAAQHK0uwP1BYQBgAAAABAgABAAAmAAICAwAAJAADAxADIAMbQCEAAAABAgABAAAmAAIDAwIAACMAAgIDAAAkAAMCAwAAIQRZsDgrEzMRIxEzESOQwMDAwAYL/Nf+9/zYAAAAAAIAIv+HA5YFswBJAFkAl0AOR0UwLispIiAJBwQCBgcrS7BfUFhAN0kBAQVXTz4ZBAMAJgECBAMeAAABAwEAAzIAAwQBAwQwAAQAAgQCAQAlAAEBBQEAJAAFBREBIAYbQEFJAQEFV08+GQQDACYBAgQDHgAAAQMBAAMyAAMEAQMEMAAFAAEABQEBACYABAICBAEAIwAEBAIBACQAAgQCAQAhB1mwOCsBDgEjIi4CIyIOAhUUHgYVFAYHHgEVFA4CIyIuAic3PgEzMh4CMzI2NTQuBjU0NjcuATU0PgIzMhYXARQeAhc+ATU0LgInDgEDVwsXEBIkLj0qKD8rFyc/UFVQPydWXyEpOW2eZjFcUkQYQwweFxYjLkM2UVonQFJWUkAnXl8hKTVmlWBkmS39rDBMXi8rJS5KXC4wJwTgDw4VGBUWJTIbHS4pJiozQFM1WZQsIFQ4TodkORMhLhtaEREaHhpRQiU1KyQnL0BUOVuOKCJaPUZ+YDhFOP2TJzkvLBkYQykoOi4qGRs/AAIASQScAtIFrgATACcAb0AKJCIaGBAOBgQEBytLsF9QWEAQAgEAAAEBACQDAQEBCwAgAhtLsOhQWEAaAwEBAAABAQAjAwEBAQABACQCAQABAAEAIQMbQCEAAQMAAQEAIwADAAIAAwIBACYAAQEAAQAkAAABAAEAIQRZWbA4KwEUDgIjIi4CNTQ+AjMyHgIFFA4CIyIuAjU0PgIzMh4CAV0WJzMdGzElFhYlMRsdMycWAXUWJTMdHDIlFhYlMhwdMyUWBSIcMSQVFSQxHB0zJhYWJjMdHDEkFRUkMRwdMyYWFiYzAAMAUf/yBhUFtgArAEcAYQH6QBZcWk5MQkA0MigmHhwZFxIQCAYBAAoHK0uwCVBYQEcUAQQCBAEBBQIeAAMEAAQDADIAAAUEAAUwAAIABAMCBAEAJgAFAAEIBQEBACYACQkGAQAkAAYGER8ACAgHAQAkAAcHEgcgCRtLsBFQWEBHFAEEAgQBAQUCHgADBAAEAwAyAAAFBAAFMAACAAQDAgQBACYABQABCAUBAQAmAAkJBgEAJAAGBhEfAAgIBwEAJAAHBxUHIAkbS7AYUFhARxQBBAIEAQEFAh4AAwQABAMAMgAABQQABTAAAgAEAwIEAQAmAAUAAQgFAQEAJgAJCQYBACQABgYRHwAICAcBACQABwcSByAJG0uwX1BYQEcUAQQCBAEBBQIeAAMEAAQDADIAAAUEAAUwAAIABAMCBAEAJgAFAAEIBQEBACYACQkGAQAkAAYGER8ACAgHAQAkAAcHFQcgCRtLsGVQWEBFFAEEAgQBAQUCHgADBAAEAwAyAAAFBAAFMAAGAAkCBgkBACYAAgAEAwIEAQAmAAUAAQgFAQEAJgAICAcBACQABwcVByAIG0BOFAEEAgQBAQUCHgADBAAEAwAyAAAFBAAFMAAGAAkCBgkBACYAAgAEAwIEAQAmAAUAAQgFAQEAJgAIBwcIAQAjAAgIBwEAJAAHCAcBACEJWVlZWVmwOCsBMhYfAQ4BIyIuAjU0PgIzMhYXBw4BIyIuAiMiDgIVFB4CMzI+AiU0PgQzMh4EFRQOBCMiLgQ3FB4CMzI+BDU0LgQjIg4EBBULEgZSOKpzZKJzPkZ8p2JvoDZBBhUQER4qQTM8XUEiIz1VMzE/LCL8UjVgh6O8Zma9pIdgNTVgh6S9ZmW9o4dgNYddotx/VZyHb04rK05vh5xVVJuGbU4qAgAJCFdHS0d9qWNmqntESzpZCBAUGBQnSWhBRGhHJRAWFtlmvaSHYDU1YIekvWZlvaOHYDU1YIejvGaC4qdgLFBwip5XV6CLcVEsLFFxi6AAAgCFA0ECnQW4AC8AOwEAQBoxMAEANTQwOzE7JCIdGxgWERAKCAAvAS8KBytLsDtQWEA9IAEDBRIBAgQEAQAGAx4ABAMCAwQCMgkBBgcABwYAMgEIAgAAMwACAAcGAgcBACYAAwMFAQAkAAUFEQMgBxtLsF9QWEBDIAEDBRIBAgQEAQAGAx4ABAMCAwQCMgkBBgcABwYAMggBAAEHAAEwAAEBMwACAAcGAgcBACYAAwMFAQAkAAUFEQMgCBtATCABAwUSAQIEBAEABgMeAAQDAgMEAjIJAQYHAAcGADIIAQABBwABMAABATMABQADBAUDAQAmAAIHBwIBACMAAgIHAQAkAAcCBwEAIQlZWbA4KwEiJi8BDgMjIiY1ND4CPwE0LgIjIg4CIyImLwE+ATMyHgIVHAEOAwclMjY/AQ4DFRQWAhsXFggHGCwtMR5HUyFTjGwDBhAaFR4pIR8TEhUGGDqDSC5KNBwDBgsSDP75IjYeCjVHKxIeA0kOFSQUHhMKSkUmTT8pAyoTIBcNDxEPEww4My4hOEsrAgseNluGXm0bHFgCDxkiFBoVAAACAHkAfgM5A7MAFAApAAlABhcpAhQCCysTNwEXFhUUBg8BBgceAR8BFhUUDwETNwEXFhUUBg8BBgceAR8BFhUUDwF5BQEdSSALCJkRFAgMBl8IK1N4BQEdSSALCJkRFAgMBl8IK1MCCh4BiyUNHwsYDu8ZEQcVDO8TECkTJAGMHgGLJQ0fCxgO7xkRBxUM7xMQKRMkAAAAAAEAlgEsBB4C+AAFAFJACAUEAwIBAAMHK0uwCVBYQB0AAQICASkAAAICAAAAIwAAAAIAACQAAgACAAAhBBtAHAABAgE1AAACAgAAACMAAAACAAAkAAIAAgAAIQRZsDgrEyEDIxMhqwNzOcoj/VgC+P40ARsAAQBeAfgCVwK/AAMAJUAGAwIBAAIHK0AXAAABAQAAACMAAAABAAAkAAEAAQAAIQOwOCsTIQchdgHhGf4gAr/HAAQAT//yBhMFtgAZADMASQBWAhxAGjQ0VlRMSjRJNEhEQjk3NjUuLCAeFBIGBAsHK0uwCVBYQD4+AQcIAR4GAQQHAgcEAjIABQAJCAUJAQAmAAgKAQcECAcBACYAAwMAAQAkAAAAER8AAgIBAQAkAAEBEgEgCBtLsBFQWEA+PgEHCAEeBgEEBwIHBAIyAAUACQgFCQEAJgAICgEHBAgHAQAmAAMDAAEAJAAAABEfAAICAQEAJAABARUBIAgbS7AYUFhAPj4BBwgBHgYBBAcCBwQCMgAFAAkIBQkBACYACAoBBwQIBwEAJgADAwABACQAAAARHwACAgEBACQAAQESASAIG0uwX1BYQD4+AQcIAR4GAQQHAgcEAjIABQAJCAUJAQAmAAgKAQcECAcBACYAAwMAAQAkAAAAER8AAgIBAQAkAAEBFQEgCBtLsGVQWEA8PgEHCAEeBgEEBwIHBAIyAAAAAwUAAwEAJgAFAAkIBQkBACYACAoBBwQIBwEAJgACAgEBACQAAQEVASAHG0uw6FBYQEU+AQcIAR4GAQQHAgcEAjIAAAADBQADAQAmAAUACQgFCQEAJgAICgEHBAgHAQAmAAIBAQIBACMAAgIBAQAkAAECAQEAIQgbQEs+AQcIAR4ABgcEBwYEMgAEAgcEAjAAAAADBQADAQAmAAUACQgFCQEAJgAICgEHBggHAQAmAAIBAQIBACMAAgIBAQAkAAECAQEAIQlZWVlZWVmwOCsTNBI2JDMyHgQVFA4EIyIuBDcUHgIzMj4ENTQuBCMiDgQFESMRITIWFRQGBx4BFxMjIicDLgEjJzMyPgI1NC4CKwFPdMgBDJlmvaSHYDU1YIekvWZmvKSGYDWGXaPcf1Wch29OKytOb4ecVVWbhm1OKgHr1gFBu65cYRceD7XOLBKRCBoaN1k0QSUODCE7LmsC05kBDcl0NWCHpL1mZb2jh2A1NWCHo7xmguKnYCxQcIqeV1egi3FRLCxRcYug0P67A4GGfVmFHg0oGv7NIQEHDw6ZESIyIB8vHw8AAAEAbgTAAqoFWQADACVABgMCAQACBytAFwAAAQEAAAAjAAAAAQAAJAABAAEAACEDsDgrEyEHIYECKRP91wVZmQACAH8DDwMzBbgAEwAnAFNACiQiGhgQDgYEBAcrS7BfUFhAFwACAAECAQEAJQADAwABACQAAAARAyADG0AhAAAAAwIAAwEAJgACAQECAQAjAAICAQEAJAABAgEBACEEWbA4KxM0PgIzMh4CFRQOAiMiLgI3FB4CMzI+AjU0LgIjIg4CfzVdfklJf102Nl1/SUl+XTWrGi8/JiU/LxoaLz8lJj8vGgRjR31cNTVcfUdFfF02Nl18QyVALxsbL0AlJkEwHBwwQQAAAAIAKwBQBFoE1AALAA8AkUAWAAAPDg0MAAsACwoJCAcGBQQDAgEJBytLsOhQWEAxCAEFAAU0AAIBBgECBjIEAQADAQECAAEAAiYABgcHBgAAIwAGBgcAACQABwYHAAAhBhtAOQgBBQAFNAACAQYBAgYyAAQAAwEEAwAAJgAAAAECAAEAAiYABgcHBgAAIwAGBgcAACQABwYHAAAhB1mwOCsBAyEHIQMjEyE3IRMBIQchAv8sAYcW/nkqwSr+fBQBhiz+AgPNFvw0BNT+m7H+qAFYsQFl/C2xAAEAdQOEAsEGbwAzAIJAEAEALComJBgXEA0AMwEzBgcrS7BMUFhALC8BBAMWCwICAQIeAAQDAQMEATIFAQAAAwQAAwEAJgACAgEBACQAAQEUAiAFG0A1LwEEAxYLAgIBAh4ABAMBAwQBMgUBAAADBAADAQAmAAECAgEBACMAAQECAAAkAAIBAgAAIQZZsDgrATIeAhUUDgIPAT4BOwEyFRQOAhUHITc+AT8BPgM1NCYjIgYHDgEjIiYvAT4DAeg1UTccHjNCJJcdOBeKMwMDAgT95QgCERHsHDEkFSUgIi0TCxsWBQ0HXA85TmAGbx0zRikuTEM+IIkICiwBGRwZAR44ECQP0Bg0NTUZICgkHxMRAQEPOVM4GwABAJwDfALUBm8AOgCyQBYBADMxLSsnJiUkIB4ZFxEPADoBOgkHK0uwZVBYQEE2AQcGCAEEBRUBAwIDHgAHBgUGBwUyAAIEAwQCAzIIAQAABgcABgEAJgAFAAQCBQQBACYAAQEDAQAkAAMDDgEgBxtASjYBBwYIAQQFFQEDAgMeAAcGBQYHBTIAAgQDBAIDMggBAAAGBwAGAQAmAAUABAIFBAEAJgADAQEDAQAjAAMDAQEAJAABAwEBACEIWbA4KwEyHgIVFAYHHgEVFA4CIyIuAic3NjMyFx4DMzI2NTQmIzc+ATU0JiMiBgcOASMiJi8BPgMB/DRRNxw7RDMxNFRoNDZTPCgMTxIUJQsEDRUgFzM7PU0PVUUlJCYuDg0YFAUMB1cPOU1cBm8dMEAjRFkYEkE0Q2NBIBUvTDcgBxsLGRUNPi0rI3cBLjYgJSEdFBIBAQ85UzgbAAEA/wSOAuYFtQAJADNACgAAAAkACAUDAwcrS7BfUFhADQAAAQA1AgEBAREBIAIbQAsCAQEAATQAAAArAlmwOCsJAQ4BKwE3PgEzAub++hQkG46gESkmBbX++xQO8xoaAAEACv6vA+QEAQArAW1AEgAAACsAKyUjGhgSEA8OCwkHBytLsCZQWEAiHBQCAgABHgYFAgEBDh8AAAACAQIkAwECAgwfAAQEEAQgBRtLsD9QWEAmHBQCAwABHgYFAgEBDh8AAAADAQIkAAMDDB8AAgIMHwAEBBAEIAYbS7BMUFhAJhwUAgMAAR4ABAIENQYFAgEBDh8AAAADAQIkAAMDDB8AAgIMAiAGG0uwX1BYQCQcFAIDAAEeAAQCBDUAAAADAgADAQImBgUCAQEOHwACAgwCIAUbS7BlUFhAJBwUAgMAAR4ABAIENQAAAAMCAAMBAiYGBQIBAQ4fAAICDwIgBRtLsOhQWEAxHBQCAwABHgAEAgQ1BgUCAQACAQAAIwAAAAMCAAMBAiYGBQIBAQIBACQAAgECAQAhBhtANhwUAgMAAR4GAQUBAAEFADIABAIENQABBQIBAAAjAAAAAwIAAwECJgABAQIBACQAAgECAQAhB1lZWVlZWbA4KwEOBRUUFjMyNjcTMwMjIi8BDgMjIiYnFhQVFAYPASMiJjU8ATcTAZUVHhMKBQFDQzhpM17tfpItCQcgOjs+IjNRHQIEAx52LTEBnAQBq+yaVSkKAkpRNzEC7vv/LFEeKxsMIR8OGg4dOhr3KygECAUE7gAAAAABAF//LwXOBaYAEwCiQBIAAAATABIKCQgHBgUEAwIBBwcrS7BfUFhAHQAEAAEABAEyAwEBATMCAQAABQEAJAYBBQULACAEG0uw6FBYQCcABAABAAQBMgMBAQEzBgEFAAAFAQAjBgEFBQAAACQCAQAFAAAAIQUbQDIAAAIEAgAqAAQDAgQDMAADAQIDATAAAQEzBgEFAgIFAQAjBgEFBQIAACQAAgUCAAAhB1lZsDgrAQcjAyMTIwMjEyIuAjU0PgIzBc4Z17LXseux2GdemGo6Soa8cgWmz/pYBaj6WANHNWCET12mfUgAAQBvAZkB6QMPABMAJUAGEA4GBAIHK0AXAAABAQABACMAAAABAQAkAAEAAQEAIQOwOCsTND4CMzIeAhUUDgIjIi4Cbx4zRCcoRTMeHjNFKCdEMx4CUydFMx0dM0UnJ0MzHR0zQwAAAAABABb+owGUAA4AGwDDQA4BABcVDQwGBAAbARsFBytLsAtQWEAhDgsCAAIZAQMAAh4AAgAAAigBBAIAAAMBAiQAAwMWAyAEG0uwHlBYQCAOCwIAAhkBAwACHgACAAI0AQQCAAADAQIkAAMDFgMgBBtLsD9QWEAkDgsCAAIZAQMBAh4AAgACNAQBAAEANAABAQMBAiQAAwMWAyAFG0AtDgsCAAIZAQMBAh4AAgACNAQBAAEANAABAwMBAQAjAAEBAwECJAADAQMBAiEGWVlZsDgrFzIeAjMyNjU0Jic3MwceARUUDgIjIiYnNzZTBw0QFA4fIDxBO5UcSTwlQls2JkAgIQjmBQYFHxUaGQmUSBNDKyY8KhYMDEoVAAAAAAEA2QOEAoUGaAARAJ9ADBEQDw4NDAgGAQAFBytLsGVQWEAgCwMCAQIBHgACAQI0AAEAATQABAQAAAAkAwEAAA4EIAUbS7DoUFhAKgsDAgECAR4AAgECNAABAAE0AwEABAQAAAAjAwEAAAQAAiQABAAEAAIhBhtALwsDAgECAR4AAgECNAABAAE0AAMABAADKgAAAwQAAAAjAAAABAACJAAEAAQAAiEHWVmwOCsTMxM3Bw4BIyImLwE3MwMzByHpiysLWAoSCA4UBSz/kExnD/5jBAABZTFABwUMB0rB/Zh8AAAAAAIAhAM9AukFtwATACEAYEASFRQBABsZFCEVIQsJABMBEwYHK0uwX1BYQBkFAQIAAQIBAQAlAAMDAAEAJAQBAAARAyADG0AkBAEAAAMCAAMBACYFAQIBAQIBACMFAQICAQEAJAABAgEBACEEWbA4KwEyHgIVFA4CIyIuAjU0PgITMjY1NCYjIg4CFRQWAd89YkUmNFt+Sj5kRiY0XX8PS0IxMSs4IQ0yBbcmR2Q9VIZfMyZHZT9ThV4z/hF3aj9EITtTMkBDAAAAAgBwAH4DLQOzABMAJwAJQAYnFhMCAgsrAQcBJyY1ND8BPgE3Ji8BJjU0PwEBBwEnJjU0PwE+ATcmLwEmNTQ/AQH4A/7jSR8RmwgSCREIYQYsUgHwA/7jSR8RmwgSCREIYQYsUgIoHv50JA8eFhzvDBUHEBrvEBApFCX+dR7+dCQPHhYc7wwVBxAa7xAQKRQlAAAAAAQAtAAABX4FpgAJABoALQAzAc9AHDMyLSwrKikoJCIcGxoZFRMSERAOCwoJBwQCDQcrS7BfUFhARCcgAggBMQECCxcBAwIDHgAIAQcBCAcyAAYHCwcGCzIKAQcACwIHCwACJgwBAgUBAwACAwECJgkBAQELHwQBAAAMACAHG0uwZVBYQEEnIAIIATEBAgsXAQMCAx4JAQEIATQACAcINAAGBwsHBgsyCgEHAAsCBwsAAiYMAQIFAQMAAgMBAiYEAQAADwAgBxtLsE5QWEBNJyACCAExAQILFwEDAgMeCQEBCAE0AAgHCDQABgcLBwYLMgQBAAMANQoBBwALAgcLAAImDAECAwMCAAAjDAECAgMBAiQFAQMCAwECIQkbS7gD6FBYQFEnIAIIATEBAgsXAQMCAx4ACQEJNAABCAE0AAgHCDQABgcLBwYLMgQBAAMANQoBBwALAgcLAAImDAECAwMCAAAjDAECAgMBAiQFAQMCAwECIQobQGMnIAIIATEBAgsXAQUMAx4ACQEJNAABCAE0AAgHCDQACgcGBwoqAAYLBwYLMAAEAwADBAAyAAAAMwAHAAsCBwsAAiYAAgwDAgAAIwAMAAUDDAUBACYAAgIDAQIkAAMCAwECIQ1ZWVlZsDgrJQ4BKwEBPgE7AQMzBw4BKwEHIzchIiYvAQEzJTMTPgE3BwYjIiYvATczAzMHIQU+ATcDMwHMHT8mYgOqHEIsYmlfCwITED8UkBT+3hcYAQcBi6X7eIsqAgUFWBATDhYHKf+QTGcP/mMD5gMKCOi/RyodBVMoKvuCZAwUo6MVD1UBx1sBXxEYDkAMDgtEwf2YfPgYOR7+7gAAAAMAuwAABWsFpgAJADkATAHeQB4LCkxLSklIR0NBOzozMS0rHx4aFwo5CzkJBwQCDQcrS7BfUFhASkY/AggBNQEGBRUBAAMDHgAIAQcBCAcyAAYFAwUGAzIKAQcACwUHCwACJgwBAgAFBgIFAQAmCQEBAQsfAAMDAAECJAQBAAAMACAIG0uwZVBYQEdGPwIIATUBBgUVAQADAx4JAQEIATQACAcINAAGBQMFBgMyCgEHAAsFBwsAAiYMAQIABQYCBQEAJgADAwABAiQEAQAADwAgCBtLsE5QWEBQRj8CCAE1AQYFFQEAAwMeCQEBCAE0AAgHCDQABgUDBQYDMgoBBwALBQcLAAImDAECAAUGAgUBACYAAwAAAwEAIwADAwABAiQEAQADAAECIQkbS7gD6FBYQFRGPwIIATUBBgUVAQADAx4ACQEJNAABCAE0AAgHCDQABgUDBQYDMgoBBwALBQcLAAImDAECAAUGAgUBACYAAwAAAwEAIwADAwABAiQEAQADAAECIQobQF5GPwIIATUBBgUVAQQDAx4ACQEJNAABCAE0AAgHCDQACgcCBwoqAAYFAwUGAzIAAAQANQAHAAsFBwsAAiYMAQIABQYCBQEAJgADBAQDAQAjAAMDBAACJAAEAwQAAiEMWVlZWbA4KyUOASsBAT4BOwEDMh4CFRQOAg8BPgE7ATIVFA8BITc+AT8BPgM1NCYjIgYHDgEjIi8BPgMlMxM+ATcHBiMiJi8BNzMDMwchAasdPyZiA6ocQixiyzVRNxweM0Iklx04F4ozAwn95QgCERHsHDEkFSUgIi8RChsWChVXDzlOYPxwiyoCBQVYEBMOFgcp/5BMZw/+Y0cqHQVTKCr9Rh0zRikuTEM+IIkICiwCG1E4ECQP0Bg0NTUZICgkHxMRAw45UzgbUwFfERgOQAwOC0TB/Zh8AAAAAAQAhQAABY4FrQAJABoAUwBZAn5AJhwbWVhNSkZEQD8+PTk3NDIsKhtTHFMaGRUTEhEQDgsKCQcEAhEHK0uwO1BYQGRPAQ4NIwELDDABCglXAQIIFwEDAgUeAA4NDA0ODDIACQsKCwkKMgAGCggKBggyAAwACwkMCwEAJgAKAAgCCggBACYPAQIFAQMAAgMBAiYADQ0BAQAkEAcCAQELHwQBAAAMACAKG0uwX1BYQGhPAQ4NIwELDDABCglXAQIIFwEDAgUeAA4NDA0ODDIACQsKCwkKMgAGCggKBggyAAwACwkMCwEAJgAKAAgCCggBACYPAQIFAQMAAgMBAiYAAQELHwANDQcBACQQAQcHCx8EAQAADAAgCxtLsGVQWEBpTwEODSMBCwwwAQoJVwECCBcBAwIFHgABBw0HAQ0yAA4NDA0ODDIACQsKCwkKMgAGCggKBggyEAEHAA0OBw0BACYADAALCQwLAQAmAAoACAIKCAEAJg8BAgUBAwACAwECJgQBAAAPACAKG0uw6FBYQHVPAQ4NIwELDDABCglXAQIIFwEDAgUeAAEHDQcBDTIADg0MDQ4MMgAJCwoLCQoyAAYKCAoGCDIEAQADADUQAQcADQ4HDQEAJgAMAAsJDAsBACYACgAIAgoIAQAmDwECAwMCAAAjDwECAgMBAiQFAQMCAwECIQwbQIJPAQ4NIwELDDABCglXAQIIFwEFDwUeAAEHDQcBDTIADg0MDQ4MMgAJCwoLCQoyAAYKCAoGCDIABAMAAwQAMgAAADMQAQcADQ4HDQEAJgAMAAsJDAsBACYACgAIAgoIAQAmAAIPAwIAACMADwAFAw8FAQAmAAICAwECJAADAgMBAiEOWVlZWbA4KyUOASsBAT4BOwEDMwcOASsBByM3ISImLwEBMwEyHgIVFAYHHgEVFA4CIyIuAic3NjMyFx4BMzI2NTQmIzc+ATU0JiMiBgcOASMiJi8BPgMBPgE3AzMB3B0/JmIDqhxCLGJtXwsCExA/FJAU/t4XGAEHAYul/I00UTccO0QzMTRUaDQ2UzwoDE8VESULCykpMzs9TQ9VRSUkJi4OChoUBRAQSw85TVwC9AMKCOi/RyodBVMoKvuCZAwUo6MVD1UBxwLKHTBAI0RZGBJBNENjQSAVL0w3IAgcHSk+LSsjdwEuNiAlIhwUEgEDDTlTOBv8HRg5Hv7uAAAC/+z+oQKkBBMAJwA7ALlADjg2LiwmJCEfExIGBAYHK0uwP1BYQC8AAQACAR4AAQUDBQEDMgADAgUDAjAABQUEAQAkAAQEFB8AAgIAAQAkAAAAFgAgBxtLsGVQWEAsAAEAAgEeAAEFAwUBAzIAAwIFAwIwAAIAAAIAAQAlAAUFBAEAJAAEBBQFIAYbQDYAAQACAR4AAQUDBQEDMgADAgUDAjAABAAFAQQFAQAmAAIAAAIBACMAAgIAAQAkAAACAAEAIQdZWbA4KwUOAyMiLgI1ND4EPwEzFRQOBBUUHgIzMj4CMzIXATQ+AjMyHgIVFA4CIyIuAgKkJFFdaDxKd1QtLkVUTToKKaIuRVBFLhUjLxszSzYmDyEM/tcXKDggIDcpGBgpNyAgOCgXzR01KBgoS2xDUHJSPDQ1I5OkLUQ7Nz5MMiM1JBIaHxocA+QfOCgYGCg4HyA3KBcXKDcAAAD///+4AAAE1Qb9AiYAJAAAAAcBCQFbAAD///+4AAAE1Qb9AiYAJAAAAAcBDAFyAAD///+4AAAE1QbnAiYAJAAAAAcBDQFbAAD///+4AAAE1QbmAiYAJAAAAAcBEgFbAAD///+4AAAE1Qb8AiYAJAAAAAcBCgFbAAD///+4AAAE1QdSAiYAJAAAAAcBEQFeAAAAAv+hAAAG1gWmABIAGAEeQBQUExIQDQwLCgkIBwYFBAMCAQAJBytLsF9QWEA1FQECAQEeAAIAAwgCAwAAJgAIAAYECAYAACYAAQEAAAAkAAAACx8ABAQFAQAkBwEFBQwFIAcbS7BlUFhAMxUBAgEBHgAAAAECAAEAACYAAgADCAIDAAAmAAgABgQIBgAAJgAEBAUBACQHAQUFDwUgBhtLsOhQWEA8FQECAQEeAAAAAQIAAQAAJgACAAMIAgMAACYACAAGBAgGAAAmAAQFBQQAACMABAQFAQAkBwEFBAUBACEHG0BDFQECAQEeAAcEBQQHBTIAAAABAgABAAAmAAIAAwgCAwAAJgAIAAYECAYAACYABAcFBAAAIwAEBAUAACQABQQFAAAhCFlZWbA4KwEhByERIQchESEHIREhAw4BKwEBIREOAQcC5wPvGf19AdMZ/kYCBBr9If4tpQ01IMoCNQFvEiQUBabP/mTH/lvPAWn+0hckAiACsi1NIgABAEr+owT7BbYATAFnQBYBAEhGODYxLyclIiAZFwYEAEwBTAkHK0uwHlBYQEYdAQQCOwEFBj8MCwMABUoBBwAEHgADBAYEAwYyAAYFBAYFMAAFAAQFADAABAQCAQAkAAICER8BCAIAAAcBAiQABwcWByAIG0uwP1BYQEwdAQQCOwEFBj8MCwMABUoBBwEEHgADBAYEAwYyAAYFBAYFMAAFAAQFADAIAQABBAABMAAEBAIBACQAAgIRHwABAQcBAiQABwcWByAJG0uwX1BYQEkdAQQCOwEFBj8MCwMABUoBBwEEHgADBAYEAwYyAAYFBAYFMAAFAAQFADAIAQABBAABMAABAAcBBwECJQAEBAIBACQAAgIRBCAIG0BTHQEEAjsBBQY/DAsDAAVKAQcBBB4AAwQGBAMGMgAGBQQGBTAABQAEBQAwCAEAAQQAATAAAgAEAwIEAQAmAAEHBwEBACMAAQEHAQIkAAcBBwECIQlZWVmwOCsFMh4CMzI2NTQmJzcuAzU0PgQzMh4CFwcOASMiLgIjIg4CFRQeAjMyPgQzMhYfAQ4BDwEeARUUDgIjIiYnNzYB8AcNEBQOHyA8QTFys3pANmSMqsVrT4JqVCJaChsUFig9YU9osoRLM1p8ST1bQzAkHA4MEAVbVdyNEUk8JUJbNiZAICEI5gUGBR8VGhkJew5opdh9fd+9lmo4HTRJLWwMEiQrJFWe34tloG87Ex4hHhMKBXFhcAstE0MrJjwqFgwMShX//wBGAAAEQwb9AiYAKAAAAAcBCQEHAAD//wBGAAAERwb9AiYAKAAAAAcBDAEHAAD//wBGAAAEQwbnAiYAKAAAAAcBDQEHAAD//wBGAAAEQwb8AiYAKAAAAAcBCgEHAAD//wA0AAACMwb9AiYALAAAAAYBCf8AAAD//wBjAAADPwb9AiYALAAAAAYBDP8AAAD//wBOAAAC+QbnAiYALAAAAAYBDf8AAAD//wBjAAACxQb8AiYALAAAAAYBCv8AAAAAAgBEAAAFmwWmABAAIQDhQBIeHBsaGRgXFRAPDgwEAgEACAcrS7BfUFhAJgUBAAYBAwcAAwAAJgAEBAEBACQAAQELHwAHBwIBACQAAgIMAiAFG0uwZVBYQCQAAQAEAAEEAQAmBQEABgEDBwADAAAmAAcHAgEAJAACAg8CIAQbS7DoUFhALQABAAQAAQQBACYFAQAGAQMHAAMAACYABwICBwEAIwAHBwIBACQAAgcCAQAhBRtANQABAAQAAQQBACYABQAGAwUGAAAmAAAAAwcAAwAAJgAHAgIHAQAjAAcHAgEAJAACBwIBACEGWVlZsDgrEzMTITIeAhUUAgYEIyETIyU0LgIrAQMhByEDMzI+AliiTwH+it2bUnTO/uWn/gJPpARNMFuEVPk2AUkR/rY2+W2yfkQDIQKFXqbmiLT+0tl5Ao2hYZ5vPP5JlP5CVJ3hAAAA//8ARgAABWMG5gImADEAAAAHARIBjAAA//8ASv/wBaYG/QImADIAAAAHAQkBswAA//8ASv/wBaYG/QImADIAAAAHAQwBswAA//8ASv/wBaYG5wImADIAAAAHAQ0BswAA//8ASv/wBaYG5gImADIAAAAHARIBswAA//8ASv/wBaYG/AImADIAAAAHAQoBswAAAAEAWQDLBEYEZgALAAdABAkFAQsrCQIHCQEnCQE3CQEERv6QASyM/tP+fm4Bgv7gjQEgAW8D5/65/qp9AVb+qH0BWAFJff63AUcAAAADABb/kQXdBeYAJwAzAD4BDkAOOzkwLiQiGxkPDQgGBgcrS7AmUFhANiUdAgQCODcrAwUEEAoCAAUDHgABAAE1AAMDDR8ABAQCAQAkAAICER8ABQUAAQAkAAAAEgAgBxtLsF9QWEA2JR0CBAI4NysDBQQQCgIABQMeAAMCAzQAAQABNQAEBAIBACQAAgIRHwAFBQABACQAAAASACAHG0uwZVBYQDQlHQIEAjg3KwMFBBAKAgAFAx4AAwIDNAABAAE1AAIABAUCBAEAJgAFBQABACQAAAAVACAGG0A9JR0CBAI4NysDBQQQCgIABQMeAAMCAzQAAQABNQACAAQFAgQBACYABQAABQEAIwAFBQABACQAAAUAAQAhB1lZWbA4KwEUDgQjIiYnBw4BKwETLgE1ND4EMzIWFzc+AzsBBx4BARQWFwEuASMiDgIlNCYnARYzMj4CBaY1Y4utym9bmkJTIFIlZthQVDVji63KcGOoRUEOGBkfFYXHRkr7rh8dAn8sbUJssX5FA0gXFv2LUW9tsn5FAzR42bqWajkqJmkoHgERV+yMeNm6lms5My9SEhgPB/tW3/7BT4Q1AygjJlii5CxDdTH85DRYoOP//wB3//AFPwb8AiYAOAAAAQcBCQF4//8ACbEBAbj//7ANKwD//wB3//AFPwb8AiYAOAAAAQcBDAF4//8ACbEBAbj//7ANKwD//wB3//AFPwbmAiYAOAAAAQcBDQF4//8ACbEBAbj//7ANKwD//wB3//AFPwb7AiYAOAAAAQcBCgF4//8ACbEBArj//7ANKwD//wBtAAAFOgb7AiYAPAAAAQcBDAFO//4ACbEBAbj//rANKwAAAgCJAAAEqQWmABAAHQCaQBIREREdERwUEhAPDg0MCgIABwcrS7BfUFhAIQAABgEFBAAFAQImAAQAAQIEAQEAJgADAwsfAAICDAIgBBtLsGVQWEAhAAMAAzQAAAYBBQQABQECJgAEAAECBAEBACYAAgIPAiAEG0AsAAMAAzQAAgECNQAABgEFBAAFAQImAAQBAQQBACMABAQBAQAkAAEEAQEAIQZZWbA4KwEzMh4CFRQOAisBAyETIQsBMzI+AjU0LgIjAh+2ebFzN0mT25G2IP7+sQEEOEK3TXBJIxw6VzwEqjtpkVZ1xI9Q/vkFpv47/e8uU3NFMVA4HwAAAQAt/wkEZAW+AFQBHEAUAQBQT0lHPz0nJSIgGRcAVAFUCAcrS7BSUFhAOk5KAgIGHQEBAwIeAAIGAwYCAzIABAQAAQAkBwEAABEfAAMDAQEAJAABARIfAAUFBgAAJAAGBg4FIAgbS7BfUFhAN05KAgIGHQEBAwIeAAIGAwYCAzIABgAFBgUBACUABAQAAQAkBwEAABEfAAMDAQEAJAABARIBIAcbS7BlUFhANU5KAgIGHQEBAwIeAAIGAwYCAzIHAQAABAYABAEAJgAGAAUGBQEAJQADAwEBACQAAQEVASAGG0A/TkoCAgYdAQEDAh4AAgYDBgIDMgcBAAAEBgAEAQAmAAYCBQYAACMAAwABBQMBAQAmAAYGBQEAJAAFBgUBACEHWVlZsDgrATIeAhUUDgQVFB4EFRQOAiMiLgInNz4BMzIeAjMyPgI1NC4ENTQ+BDU0LgIjIg4CBwMHDgErARMnLgE1NzM+AwL2ZotXJis/Sz8rKDxHPChFcpRPKlFJPxlDCyAWFSQqNigdNCYWLENNQywuRlBGLhMoPy08YkkwCWczDjs2Y4RbGhwLphtliqsFvj1bbTBCXUQxLjEhHi0qL0JbQF+QYzITIi4bWw8SGiAaGCs6ISk5Lis5TTpDXUU4O0czHDUnGERxkk78rrwxNARAEAUYFmpapX5LAP//ACb/8QPWBbUCJgBEAAAABwBDAXsAAP//ACb/8QQQBbUCJgBEAAAABwB2ASoAAP//ACb/8QPkBaUCJgBEAAAABwDbASYAAP//ACb/8QPvBZ4CJgBEAAAABwDiASYAAP//ACb/8QP4Ba4CJgBEAAAABwBqASYAAP//ACb/8QPWBfsCJgBEAAAABwDgAToAAAADAA//8AWaBBQARABSAF8CiEAkVFMBAFNfVF9OTEZFQD45NzQyLSwmJB4cFRMQDgwLAEQBRA8HK0uwEVBYQEtCPAIHAFgBAQYgGAICAwMeAAgHBgcIBjIAAwECAQMCMgAGCgEBAwYBAQAmDgwCBwcAAQAkCQ0CAAAUHwsBAgIEAQAkBQEEBBIEIAgbS7AgUFhAV0I8AgcAWAEBBiAYAgIDAx4ACAcGBwgGMgADAQIBAwIyAAYKAQEDBgEBACYODAIHBwABACQJDQIAABQfAAICBAEAJAUBBAQVHwALCwQBACQFAQQEFQQgChtLsGVQWEBkQjwCDABYAQEGIBgCAgMDHgAIBwYHCAYyAAMBAgEDAjIABgoBAQMGAQEAJg4BDAwAAQAkCQ0CAAAUHwAHBwABACQJDQIAABQfAAICBAEAJAUBBAQVHwALCwQBACQFAQQEFQQgDBtLsI9QWEBgQjwCDABYAQEGIBgCAgMDHgAIBwYHCAYyAAMBAgEDAjIOAQwHAAwBACMJDQIAAAcIAAcBACYABgoBAQMGAQEAJgACCwQCAQAjAAsEBAsBACMACwsEAQAkBQEECwQBACEKG0uwTlBYQGFCPAIMAFgBAQYgGAICAwMeAAgHBgcIBjIAAwECAQMCMg0BAA4BDAcADAEAJgAJAAcICQcBACYABgoBAQMGAQEAJgACCwQCAQAjAAsEBAsBACMACwsEAQAkBQEECwQBACEKG0BoQjwCDABYAQoGIBgCAgMDHgAIBwYHCAYyAAEKAwoBAzIAAwIKAwIwDQEADgEMBwAMAQAmAAkABwgJBwEAJgAGAAoBBgoBACYACwQFCwEAIwACAAQFAgQBACYACwsFAQAkAAULBQEAIQtZWVlZWbA4KwEyHgIVFA4EBxQWMzI+AjMyFh8BDgMjIiYnDgMjIiY1ND4CNz4BNTQmIyIOAiMiJi8BPgEzMhYXPgEBDgMVFBYzMj4CNwEiDgIHPgM1NCYEX0BuUS4VM1aDtnhsYUNWPjEdDBgIPzVla3ZGYaAuIldhZzGUlTqM6q8FA0JANks7MR0YIAghW75taX0cPqf+ZWmKUiE7NixQPywJAeo0Uj4pC3COUR45BBEpSGA2JUtFPS8eA5KGIyojCwtMNU4yGGJmNUwxF394Q4JpRQUtJQxOSx0iHRgTTVFRU0lIUf28BSE1RSg5OR9CZUYBxidHZD4JISw2HS06AAAAAQAy/qMDegQRAEUBZ0AWAQBBPzAuKykjIR4cFxUGBABFAUUJBytLsB5QWEBGGQEEAjIBBQY4DAsDAAVDAQcABB4AAwQGBAMGMgAGBQQGBTAABQAEBQAwAAQEAgEAJAACAhQfAQgCAAAHAQIkAAcHFgcgCBtLsD9QWEBMGQEEAjIBBQY4DAsDAAVDAQcBBB4AAwQGBAMGMgAGBQQGBTAABQAEBQAwCAEAAQQAATAABAQCAQAkAAICFB8AAQEHAQIkAAcHFgcgCRtLsGVQWEBJGQEEAjIBBQY4DAsDAAVDAQcBBB4AAwQGBAMGMgAGBQQGBTAABQAEBQAwCAEAAQQAATAAAQAHAQcBAiUABAQCAQAkAAICFAQgCBtAUxkBBAIyAQUGOAwLAwAFQwEHAQQeAAMEBgQDBjIABgUEBgUwAAUABAUAMAgBAAEEAAEwAAIABAMCBAEAJgABBwcBAQAjAAEBBwECJAAHAQcBAiEJWVlZsDgrBTIeAjMyNjU0Jic3LgM1ND4CMzIWFwcOASMiLgIjIg4CFRQWMzI+AjMyHwEOAw8BHgEVFA4CIyImJzc2AR8HDRAUDh8gPEEyRm5LKFCQxnVmjzhPCBgOERwlNyw5aE8vZFU5SzQpGBoSPyxRU1cyEkk8JUJbNiZAICEI5gUGBR8VGhkJfw1HbI9VfeOtZ0hIXgoOFRgVPnKgYXF7ISchF0wxRS4aBC4TQysmPCoWDAxKFQD//wAx//EDlgW1AiYASAAAAAcAQwEIAAD//wAx//EDwQW1AiYASAAAAAcAdgDbAAD//wAx//EDmQWlAiYASAAAAAcA2wDbAAD//wAx//EDrQWuAiYASAAAAAcAagDbAAD//wAhAAABuQW1AiYAyAAAAAYAQ/0AAAD//wBKAAACtQW1AiYAyAAAAAYAds8AAAD//wAGAAACjQWlAiYAyAAAAAYA288AAAD//wAYAAACoQWuAiYAyAAAAAYAas8AAAAAAgAy//ED7wWVAC8AQwC5QA4xMDs5MEMxQyknHx0FBytLsBFQWEAtKwEDATUBAgMCHi8uFhAPDAUHARwAAQADAgEDAQAmBAECAgABACQAAAASACAFG0uwZVBYQC0rAQMBNQECAwIeLy4WEA8MBQcBHAABAAMCAQMBACYEAQICAAEAJAAAABUAIAUbQDcrAQMBNQECAwIeLy4WEA8MBQcBHAABAAMCAQMBACYEAQIAAAIBACMEAQICAAEAJAAAAgABACEGWVmwOCsBJjU0PwEmJyY1ND8BHgEXNxcWFRQPAR4BFRQCDgEjIi4CNTQ+AjMyFhcuAScHEzI+AjcuAyMiDgIVFB4CAa4HFXRDVDEMJF6qSLgoBxlmS1RLj9GFV5JpO0mBsGhejzAFQELPATNdTToQCiIzRy8/ZUYlHDJGBCQLDRgNSyMZECUUGEwRQjRyTg4MGBFBVeqZqv7uwWg6bZxha7+QVExLbaM+hfzSKV6YbyVEMh40WnpGO11AIQD//wA0AAAD5QWgAiYAUQAAAQcA4gEBAAIACLEBAbACsA0rAAD//wAr//ED0gW3AiYAUgAAAQcAQwD9AAIACLECAbACsA0rAAD//wAr//ED0gW3AiYAUgAAAQcAdgDQAAIACLECAbACsA0rAAD//wAr//ED0gWnAiYAUgAAAQcA2wDQAAIACLECAbACsA0rAAD//wAr//ED0gWgAiYAUgAAAQcA4gDQAAIACLECAbACsA0rAAD//wAr//ED0gWwAiYAUgAAAQcAagDQAAIACLECArACsA0rAAAAAwBoAKgETASXAAMAFwArAEFADigmHhwUEgoIAwIBAAYHK0ArAAIAAwACAwEAJgAAAAEEAAEAACYABAUFBAEAIwAEBAUBACQABQQFAQAhBbA4KxMhByEBND4CMzIeAhUUDgIjIi4CAzQ+AjMyHgIVFA4CIyIuAn4Dzhb8MgGIGy09IhwxIhQbLzwhHTEiE1gbLT0iHDEiFBsvPCEdMSITAvixAasiPC0aFSQwHCM7KxkUIzD9UyI8LRoVJDAcIzsrGRQjMAAAAAAD//D/zwQLBDIAIQArADYBVkAWLSwBACw2LTYoJhkXEQ8HBQAhASEIBytLsA9QWEAwGhICBAI1JSQDBQQIAgIABQMeAAQEAgEAJAMBAgIUHwcBBQUAAQAkAQYCAAASACAFG0uwEVBYQDQaEgIEAjUlJAMFBAgCAgAFAx4ABAQCAQAkAwECAhQfBwEFBQABACQGAQAAEh8AAQESASAGG0uwHlBYQDgaEgIEAjUlJAMFBAgCAgAFAx4AAwMUHwAEBAIBACQAAgIUHwcBBQUAAQAkBgEAABUfAAEBEgEgBxtLsGVQWEA4GhICBAI1JSQDBQQIAgIABQMeAAMCAzQAAQABNQAEBAIBACQAAgIUHwcBBQUAAQAkBgEAABUAIAcbQEAaEgIEAjUlJAMFBAgCAgAFAx4AAwIDNAABAAE1AAIABAUCBAEAJgcBBQAABQEAIwcBBQUAAQAkBgEABQABACEHWVlZWbA4KwUiJwcOASsBNy4BNTQ+AjMyFzc+AzsBBx4BFRQOAgEUFwEmIyIOAhMyPgI1NCYnARYBtnVYCh1QJ1uJJihVk8RvdFoNDRcYHhZ6iCYpVpPE/u0IAXUqNT5pTCu6PmlMKwQE/osoDzMNKCC7NYpWheaoYDQSEhkQB7o1ilWE5alhAbAwKwICHEJ3pv6aQ3ilYxgsFP4AGwAA//8AUP/xBAEFtwImAFgAAAEHAEMBDgACAAixAQGwArANKwAA//8AUP/xBAEFtwImAFgAAAEHAHYA4QACAAixAQGwArANKwAA//8AUP/xBAEFpwImAFgAAAEHANsA4QACAAixAQGwArANKwAA//8AUP/xBAEFsAImAFgAAAEHAGoA4QACAAixAQKwArANKwAA//8ATf6xBBkFtwImAFwAAAEHAHYAwwACAAixAQGwArANKwAAAAIAE/6xBAkFzgAZACoBOkAWGxoAACQiGiobKgAZABgTEQcFAgEIBytLsBFQWEAxIAMCBQQVAQIFAh4AAAANHwcBBAQBAQAkAAEBFB8ABQUCAQIkAAICEh8GAQMDEAMgBxtLsD9QWEAxIAMCBQQVAQIFAh4AAAANHwcBBAQBAQAkAAEBFB8ABQUCAQIkAAICFR8GAQMDEAMgBxtLsGVQWEAxIAMCBQQVAQIFAh4GAQMCAzUAAAANHwcBBAQBAQAkAAEBFB8ABQUCAQIkAAICFQIgBxtLsO1QWEAtIAMCBQQVAQIFAh4GAQMCAzUAAQcBBAUBBAEAJgAFAAIDBQIBAiYAAAANACAFG0A4IAMCBQQVAQIFAh4AAAEANAYBAwIDNQABBwEEBQEEAQAmAAUCAgUBACMABQUCAQIkAAIFAgECIQdZWVlZsDgrGwEzAz4BMzIeAhUUDgQjIiYnAw4BIwEiDgIPAR4BMzI+AjU0JhPe81JIsWRAaEooJEJbcH9ERXAqKAQ0KgHiKFNORBgfIlgrQmxNKkf+sQcd/WpldS9ekGFXqJZ+XDQxLP61IDIEnzdgg0v8JB5ShKVTbGkAAP//AE3+sQQZBbACJgBcAAABBwBqAMMAAgAIsQECsAKwDSsAAAAC/7j+pwTrBaYAJwAwAaxAGAEAKSgkIhsaGRgXFRIRDgwHBQAnAScKBytLsB5QWEAwLQEIBQMBAQACHgAIAAMCCAMAAiYABQULHwYEAgICDB8HCQIAAAEBACQAAQEQASAGG0uwP1BYQDctAQgFAwEBBwIeCQEAAgcCAAcyAAgAAwIIAwACJgAFBQsfBgQCAgIMHwAHBwEBACQAAQEQASAHG0uwX1BYQDQtAQgFAwEBBwIeCQEAAgcCAAcyAAgAAwIIAwACJgAHAAEHAQEAJQAFBQsfBgQCAgIMAiAGG0uwZVBYQDQtAQgFAwEBBwIeAAUIBTQJAQACBwIABzIACAADAggDAAImAAcAAQcBAQAlBgQCAgIPAiAGG0uw6FBYQEItAQgFAwEBBwIeAAUIBTQGBAICAwADAgAyCQEABwMABzAACAADAggDAAImAAcBAQcBACMABwcBAQAkAAEHAQEAIQgbQE4tAQgFAwEBBwIeAAUIBTQABgMEAwYEMgAEAgMEAjAAAgADAgAwCQEABwMABzAACAADBggDAAImAAcBAQcBACMABwcBAQAkAAEHAQEAIQpZWVlZWbA4KwUyHwEOASMiJjU0NjcjIiYnAyEDDgErAQEhASMOAxUUFjMyPgIBIQMuAScOAQcEvhIDGCBgM1VYUEsaIigFPP3lhgsyH8wCuwEJAVkhFSkfFB0aERYPCfz+AaViBhIHEyUQvhBYFh1KOTxtLSAbAS7+0hckBab6WgsfJiwYGiAFBgUC3gHvIFQyMlUgAAIAJv6nA9YEEQAwAEACOEAaMjEBADo4MUAyQC0rJCMgHhQSBwUAMAEwCgcrS7ARUFhAPSIBBwM3EAIGBwwBAgYDAQEABB4ABwcDAQAkAAMDFB8JAQYGAgEAJAQBAgISHwUIAgAAAQEAJAABARABIAcbS7AeUFhAPSIBBwM3EAIGBwwBAgYDAQEABB4ABwcDAQAkAAMDFB8JAQYGAgEAJAQBAgIVHwUIAgAAAQEAJAABARABIAcbS7AgUFhARCIBBwM3EAIGBwwBAgYDAQEFBB4IAQACBQIABTIABwcDAQAkAAMDFB8JAQYGAgEAJAQBAgIVHwAFBQEBACQAAQEQASAIG0uwP1BYQEgiAQcDNxACBgcMAQQGAwEBBQQeCAEAAgUCAAUyAAcHAwEAJAADAxQfAAQEDB8JAQYGAgEAJAACAhUfAAUFAQEAJAABARABIAkbS7BfUFhARSIBBwM3EAIGBwwBBAYDAQEFBB4IAQACBQIABTIABQABBQEBACUABwcDAQAkAAMDFB8ABAQMHwkBBgYCAQAkAAICFQIgCBtLsGVQWEBFIgEHAzcQAgYHDAEEBgMBAQUEHggBAAIFAgAFMgAFAAEFAQEAJQAHBwMBACQAAwMUHwAEBA8fCQEGBgIBACQAAgIVAiAIG0BQIgEHAzcQAgYHDAEEBgMBAQUEHgAEBgIGBAIyCAEAAgUCAAUyAAMABwYDBwEAJgkBBgACAAYCAQAmAAUBAQUBACMABQUBAQAkAAEFAQEAIQhZWVlZWVmwOCsFMh8BDgEjIiY1NDY3LgE1Nw4BIyIuAjU0PgQzMhYXAyMOAxUUFjMyPgIBMj4CNxMmIyIOAhUUFgNNEgMYIGAzVVhSTh0WCESqZjplSysuVXiVrWBFi0N8FxUpHxQdGhEWDwn+VClPRjwWJxsXU45oO0S+EFgWHUo5PHAtCCodhGp7LluJXFyumYBcMxQa/B0LHyYsGBogBQYFAXk4Y4ZNATYDTIGrX2xkAAAA//8ASv/wBPsG/QAmACYAAAAHAQwBpwAA//8AMv/xA6YFtwImAEYAAAEHAHYAwAACAAixAQGwArANKwAAAAEARv6nBEMFpgAlAddAGgEAIiAZGBcWFRQTEhEQDw4NDAcFACUBJQsHK0uwHlBYQDoDAQEAAR4JCgIAAgECAAEyAAUABgcFBgAAJgAEBAMAACQAAwMLHwAHBwIAACQIAQICDB8AAQEQASAIG0uwP1BYQEADAQEJAR4KAQACCQIACTIACQECCQEwAAUABgcFBgAAJgAEBAMAACQAAwMLHwAHBwIAACQIAQICDB8AAQEQASAJG0uwX1BYQD8DAQEJAR4KAQACCQIACTIACQECCQEwAAEBMwAFAAYHBQYAACYABAQDAAAkAAMDCx8ABwcCAAAkCAECAgwCIAkbS7BlUFhAPQMBAQkBHgoBAAIJAgAJMgAJAQIJATAAAQEzAAMABAUDBAAAJgAFAAYHBQYAACYABwcCAAAkCAECAg8CIAgbS7DoUFhARgMBAQkBHgoBAAIJAgAJMgAJAQIJATAAAQEzAAMABAUDBAAAJgAFAAYHBQYAACYABwICBwAAIwAHBwIAACQIAQIHAgAAIQkbQEwDAQEJAR4ACAcCAggqCgEAAgkCAAkyAAkBAgkBMAABATMAAwAEBQMEAAAmAAUABgcFBgAAJgAHCAIHAAIjAAcHAgAAJAACBwIAACEKWVlZWVmwOCsFMh8BDgEjIiY1NDY3IRMhByEDIQchAyEHIw4DFRQWMzI+AgM3EgMYIGAzVVhQS/2nsgNLGv26MgHJGf43NAJIGmUVKR8UHRoRFg8JvhBYFh1KOTxtLQWmz/5lx/5azwsfJiwYGiAFBgUAAAACADH+pwOWBBAAPwBOAspAGkFAAQBATkFOPDotKyYkGRcNDAcFAD8BPwoHK0uwDVBYQEFFIgIFBzABBAUDAQEAAx4ABQcEBwUEMgYIAgACAQIAATIJAQcHAwEAJAADAxQfAAQEAgEAJAACAhIfAAEBEAEgCBtLsBFQWEBBRSICBQcwAQQFAwEBAAMeAAUHBAcFBDIGCAIAAgECAAEyCQEHBwMBACQAAwMUHwAEBAIBACQAAgIVHwABARABIAgbS7AUUFhAQUUiAgUHMAEEBQMBAQADHgAFBwQHBQQyBggCAAIBAgABMgkBBwcDAQAkAAMDFB8ABAQCAQAkAAICEh8AAQEQASAIG0uwGlBYQEFFIgIFBzABBAUDAQEAAx4ABQcEBwUEMgYIAgACAQIAATIJAQcHAwEAJAADAxQfAAQEAgEAJAACAhUfAAEBEAEgCBtLsBxQWEBBRSICBQcwAQQFAwEBAAMeAAUHBAcFBDIGCAIAAgECAAEyCQEHBwMBACQAAwMUHwAEBAIBACQAAgISHwABARABIAgbS7AeUFhAQUUiAgUHMAEEBQMBAQADHgAFBwQHBQQyBggCAAIBAgABMgkBBwcDAQAkAAMDFB8ABAQCAQAkAAICFR8AAQEQASAIG0uwP1BYQEdFIgIFBzABBAUDAQEGAx4ABQcEBwUEMggBAAIGAgAGMgAGAQIGATAJAQcHAwEAJAADAxQfAAQEAgEAJAACAhUfAAEBEAEgCRtLsGVQWEBGRSICBQcwAQQFAwEBBgMeAAUHBAcFBDIIAQACBgIABjIABgECBgEwAAEBMwkBBwcDAQAkAAMDFB8ABAQCAQAkAAICFQIgCRtATUUiAgUHMAEEBQMBAQYDHgAFBwQHBQQyCAEAAgYCAAYyAAYBAgYBMAABATMAAwkBBwUDBwEAJgAEAgIEAQAjAAQEAgEAJAACBAIBACEJWVlZWVlZWVmwOCsFMh8BDgEjIiY1NDY3LgM1ND4EMzIeAhUUDgIHFRQzMj4EMzIWHwEOAQcOAxUUFjMyPgIDIg4CBz4DNTQuAgJOEgMYIGAzVVhEQVOIYDQjQmB5kVNReVEoN47zvM0sRDMpIyIUDBcJP1CYWRQnHhIdGhEWDwkEMlZFMw98l1MbDRsrvhBYFh1KOTdmKwVBbphdUZyMdlYwLklaK0VyWkETDfIRGB4YEQwKTFBfEgsfJSoYGiAFBgUEIilKZz0RKDA2Hw8gGREAAQBKAAABuQQCAAMAV0AKAAAAAwADAgEDBytLsF9QWEANAgEBAQ4fAAAADAAgAhtLsGVQWEANAgEBAQ4fAAAADwAgAhtAGQIBAQAAAQAAIwIBAQEAAAAkAAABAAAAIQNZWbA4KwEDIxMBuXv0ewQC+/4EAgABAAsAAAOxBaYAEgB/QAgSEQoJCAcDBytLsF9QWEAcDAsBAAQAAgEeAAICCx8AAAABAAIkAAEBDAEgBBtLsGVQWEAcDAsBAAQAAgEeAAIAAjQAAAABAAIkAAEBDwEgBBtAJQwLAQAEAAIBHgACAAI0AAABAQAAACMAAAABAAIkAAEAAQACIQVZWbA4KwElBw4BBwUDIQchEwc3Nj8BEyEB9AFPFgIUEP7SNgIOGfzuQbwXBB6dVwEDA2irrhMZCKH+R9cCFVyxIQ9QArwAAAAAAQBIAAAChQXOAA8AikAGDQwFBAIHK0uwX1BYQBUPDgcGBAEAAR4AAAANHwABAQwBIAMbS7BlUFhAFQ8OBwYEAQABHgAAAA0fAAEBDwEgAxtLsO1QWEAXDw4HBgQBAAEeAAEBAAAAJAAAAA0BIAMbQCAPDgcGBAEAAR4AAAEBAAAAIwAAAAEAACQAAQABAAAhBFlZWbA4KxM0PwETMwM3FRQPAQMjEwdIHoVO80SdIpJZ806LAuEjDTgChf3VQI4nDz/9IAKHOP//AEYAAAVjBv0CJgAxAAAABwEMAYwAAP//ADQAAAPnBbcCJgBRAAABBwB2AQEAAgAIsQEBsAKwDSsAAAACAEr/8QfkBbYAHgAyAd9AGgAALy0lIwAeAB4bGQ8NCgkIBwYFBAMCAQsHK0uwHFBYQDMdAQAGCwEEAwIeAAEAAgMBAgAAJggBAAAGAQAkCgcCBgYRHwkBAwMEAQAkBQEEBAwEIAYbS7AeUFhAQB0BAAgLAQQDAh4AAQACAwECAAAmAAgIBgEAJAoHAgYGER8AAAAGAQAkCgcCBgYRHwkBAwMEAQAkBQEEBAwEIAgbS7AgUFhASR0BAAgLAQQJAh4AAQACAwECAAAmAAgIBgEAJAAGBhEfAAAABwAAJAoBBwcLHwADAwQBACQFAQQEDB8ACQkEAQAkBQEEBAwEIAobS7BfUFhARx0BAAgLAQQJAh4AAQACAwECAAAmAAgIBgEAJAAGBhEfAAAABwAAJAoBBwcLHwADAwQAACQABAQMHwAJCQUBACQABQUVBSAKG0uwZVBYQEMdAQAICwEECQIeAAYACAAGCAEAJgoBBwAAAQcAAAAmAAEAAgMBAgAAJgADAwQAACQABAQPHwAJCQUBACQABQUVBSAIG0BKHQEACAsBBAkCHgAGAAgABggBACYKAQcAAAEHAAAAJgABAAIDAQIAACYACQQFCQEAIwADAAQFAwQAACYACQkFAQAkAAUJBQEAIQhZWVlZWbA4KwEHIQMhByEDIQchNw4BIyIuAjU0PgQzMhYXNwM0LgIjIg4CFRQeAjMyPgIH5Br9uzMByBj+ODMCRBn81BVY44Z7xIhJMVmAnbhlh8lBGXEpT3RLZaN1PylPdUxko3Q/BabP/mTH/lvPrVpiYKjnh3ncvJhsOnNkx/2SYJ9yP12n6o1gnnI+XKfpAAMAKP/xBfoEEQAvAEMATgH+QCBFRDEwAQBETkVOOzkwQzFDKykhHxsZExEODAAvAS8MBytLsBFQWEA5LQEHAEcKAgIHHRUCAQIDHgACBwEHAgEyCwgCBwcAAQAkBQkCAAAUHwoGAgEBAwEAJAQBAwMSAyAGG0uwJlBYQDktAQcARwoCAgcdFQIBAgMeAAIHAQcCATILCAIHBwABACQFCQIAABQfCgYCAQEDAQAkBAEDAxUDIAYbS7A7UFhARi0BCABHCgICBx0VAgECAx4AAgcBBwIBMgsBCAgAAQAkBQkCAAAUHwAHBwABACQFCQIAABQfCgYCAQEDAQAkBAEDAxUDIAgbS7BlUFhAUi0BCABHCgICBx0VAgECAx4AAgcBBwIBMgsBCAgAAQAkBQkCAAAUHwAHBwABACQFCQIAABQfAAEBAwEAJAQBAwMVHwoBBgYDAQAkBAEDAxUDIAobS7DoUFhATy0BCABHCgICBx0VAgECAx4AAgcBBwIBMgsBCAcACAEAIwUJAgAABwIABwEAJgABBgMBAQAjCgEGAwMGAQAjCgEGBgMBACQEAQMGAwEAIQgbQFAtAQgFRwoCAgcdFQIBAgMeAAIHAQcCATIJAQALAQgHAAgBACYABQAHAgUHAQAmAAEGAwEBACMKAQYABAMGBAEAJgABAQMBACQAAwEDAQAhCFlZWVlZsDgrATIeAhUUDgIHHgEzMj4CMzIfAQ4DIyImJw4BIyIuAjU0PgIzMhYXPgEBMj4ENTQmIyIOAhUUHgIBIgYHPgM1NCYEzkRvTis3iu22A2xeQ1Y9MR0cET81ZWx2RV+fLUnJeVN/VixbmchsY40pQbL9WzlXQCoaC01PRGtLKBAmPQMcYo0YeZpYIUAEESVEXzlCcVpBEoR8IyojFkw1TjIYYGJdZT1miEun/6xYVEtLVPyXLUtiamovZW9Gf7NtKEo4IgK+lIwQLDI3HCY5////9v/wBDUG/QImADYAAAAHAQwA9QAA////+P/wA2AFtwImAFYAAAEGAHZ6AgAIsQEBsAKwDSv////2//AEAwbnAiYANgAAAAcBDgDqAAD////4//ADWgWnAiYAVgAAAQYA3HoCAAixAQGwArANK///AG0AAAU6BvoCJgA8AAABBwEKAU7//gAJsQECuP/+sA0rAP////kAAAS0BvwCJgA9AAABBwEMAS3//wAJsQEBuP//sA0rAP////8AAAN6BbcCJgBdAAABBwB2AJQAAgAIsQEBsAKwDSsAAP////kAAAS0BzYCJgA9AAABBwEQAS3//wAJsQEBuP//sA0rAP////8AAANyBdECJgBdAAABBwDfAJQAAgAIsQEBsAKwDSsAAP////kAAAS0BuYCJgA9AAABBwEOAS3//wAJsQEBuP//sA0rAP////8AAAN0BacCJgBdAAABBwDcAJQAAgAIsQEBsAKwDSsAAAAB//3+pgR5Bb4AJwEJQBQAAAAnACcmJSAeGxoXFgoIBgUIBytLsD9QWEAwFQEGAg8BAQYCHgUBAgcBBgECBgAAJgAEBAMBACQAAwMRHwABAQABACQAAAAQACAGG0uwX1BYQC0VAQYCDwEBBgIeBQECBwEGAQIGAAAmAAEAAAEAAQAlAAQEAwEAJAADAxEEIAUbS7DoUFhANxUBBgIPAQEGAh4AAwAEAgMEAQAmBQECBwEGAQIGAAAmAAEAAAEBACMAAQEAAQAkAAABAAEAIQYbQD4VAQYFDwEBBgIeAAIEBQQCBTIAAwAEAgMEAQAmAAUHAQYBBQYAACYAAQAAAQEAIwABAQABACQAAAEAAQAhB1lZWbA4KwEDDgMjNzYzMj4CNxMnJjU0NjU3Mzc2JDMHDgEjIg4CDwEhBwLeqRpdjbx4EAlMKUg8LQ6ofi8BC8wlMAEU8xAFKScpSj0vDyUBKxUC7P1KaZhhLnxKFjJPOgKqEgsmAgYCYpfHyoMmHhYyUDmQqgAAAAEANwSQAr4FpQARAFtACBEQDw0CAAMHK0uwX1BYQBMHAQACAR4BAQACADUAAgILAiADG0uw6FBYQBEHAQACAR4AAgACNAEBAAArAxtAFQcBAQIBHgACAQI0AAEAATQAAAArBFlZsDgrASMiJi8BJicOAQ8BDgErARMzAr6eDhoGUQgJBgsFbAgbD6X24ASQCwdjCAwGCgRjBwsBFQAAAAABAFoEkALgBaUAEQBbQAgRDwQCAQADBytLsF9QWEATCQEAAQEeAAABADUCAQEBCwEgAxtLsOhQWEARCQEAAQEeAgEBAAE0AAAAKwMbQBUJAQACAR4AAQIBNAACAAI0AAAAKwRZWbA4KwEjAzMyFh8BFhc+AT8BPgE7AQHq37GkDhkGUggJBg0FagccD54EkAEVCwdkCg0HCwVkCAoAAAD//wBuBMACqgVZAgYAcQAAAAEAgQSJArkFpQAYAHpADgEAFBMPDQkIABgBGAUHK0uwX1BYQBIAAgQBAAIAAQAlAwEBAQsBIAIbS7DoUFhAHgMBAQIBNAACAAACAQAjAAICAAEAJAQBAAIAAQAhBBtAIgABAwE0AAMCAzQAAgAAAgEAIwACAgABACQEAQACAAEAIQVZWbA4KwEiLgI1NDY3MwYVFBYzMj4CNzMOAwF8RmA7GgICpwMsOiMvHxADpgcpS3IEiSM+VDAOGw4VEi0xEiMxHzpnTi0AAQD4BJUCNQXPABMAPEAGEA4GBAIHK0uwSFBYQA4AAAABAQAkAAEBDQAgAhtAFwABAAABAQAjAAEBAAEAJAAAAQABACEDWbA4KwEUDgIjIi4CNTQ+AjMyHgICNRosOiEgOSoZGSo5ICE6LBoFMSA5KhkZKjkgITkrGRkrOQAAAAACAK4EZAJtBfsAEwAfAH1ACh4cGBYQDgYEBAcrS7AJUFhAIQAAAAMCAAMBACYAAgEBAgEAIwACAgEBACQAAQIBAQAhBBtLsBRQWEAXAAIAAQIBAQAlAAMDAAEAJAAAAA0DIAMbQCEAAAADAgADAQAmAAIBAQIBACMAAgIBAQAkAAECAQEAIQRZWbA4KxM0PgIzMh4CFRQOAiMiLgI3FBYzMjY1NCYjIgauJD1QLC1SPiUlPlItLFA9JIYvLCgwMCgsLwUtLkw2Hh42TC4tSjUdHTVKLSYzMyYqMTEAAQAo/qcBiAAMABkAiEAMAQAWFAcFABkBGQQHK0uwHlBYQBsDAQEAAR4NDAIAHAIDAgAAAQEAJAABARABIAQbS7A/UFhAHwMBAQIBHg0MAgAcAwEAAgA0AAICAQEAJAABARABIAUbQCgDAQECAR4NDAIAHAMBAAIANAACAQECAQAjAAICAQEAJAABAgEBACEGWVmwOCsFMh8BDgEjIiY1NDY3Fw4DFRQWMzI+AgFbEgMYIGAzVVhbVXkVKR8UHRoRFg8JvhBYFh1KOT91LgwLHyYsGBogBQYFAAAAAAEAVwSmAskFngAbAPlAEgEAGBYSEQ8NCggEAwAbARsHBytLsEZQWEAaBgEABAECAAIBACUAAwMBAQAkBQEBAQsDIAMbS7BOUFhAJQYBAAMCAAEAIwUBAQADAgEDAQAmBgEAAAIBACQEAQIAAgEAIQQbS7BcUFhAIQABBQAFAQAyBgEABAECAAIBACUAAwMFAQAkAAUFCwMgBBtLsF9QWEAoAAEFAAUBADIABAMCAwQCMgYBAAACAAIBACUAAwMFAQAkAAUFCwMgBRtAMwABBQAFAQAyAAQDAgMEAjIGAQADAgABACMABQADBAUDAQAmBgEAAAIBACQAAgACAQAhBllZWVmwOCsBMjY3Mw4DIyIuAiMiBgcjPgMzMh4CAfYaIgeQByg7SyohNy4oEhoiBZIHKDxLKSE3LycFSyIrN1k/IxofGiQqN1lAIxofGgAAAAIAkASOA2IFtQAJABMAg0ASCgoAAAoTChIPDQAJAAgFAwYHK0uwX1BYQBICAQAAAQEAJAUDBAMBAREAIAIbS7DoUFhAHgUDBAMBAAABAQAjBQMEAwEBAAEAJAIBAAEAAQAhAxtAJwUBAwECAQMCMgAAAgA1BAEBAwIBAQAjBAEBAQIBACQAAgECAQAhBVlZsDgrAQMOASsBNz4BMyEBDgErATc+ATMCHNcRKBpikRAqJgHh/vYUIxtxwRMoJgW1/vsVDfMaGv77Ew/zGBwAAAAB//b/8gTJBAEAIwEkQBQAAAAjACIdHBcVEA4JCAcGBQMIBytLsCJQWEAkEgEBBAEeBQICAAAGAQAkBwEGBg4fAAQEAQEAJAMBAQEMASAFG0uwX1BYQCgSAQEEAR4FAgIAAAYBACQHAQYGDh8AAQEMHwAEBAMBACQAAwMVAyAGG0uwZVBYQCgSAQEEAR4FAgIAAAYBACQHAQYGDh8AAQEPHwAEBAMBACQAAwMVAyAGG0uw6FBYQDISAQEEAR4AAQQDBAEDMgcBBgUCAgAEBgAAACYABAEDBAEAIwAEBAMBACQAAwQDAQAhBhtAPhIBAQQBHgAFBgICBSoAAAIEAgAqAAEEAwQBAzIHAQYAAgAGAgAAJgAEAQMEAQAjAAQEAwEAJAADBAMBACEIWVlZWbA4KwEHDgErAQMjEyEDDgMjIiYnNz4BMzI+AjcTIzc+AzMEyQwEKyNeau1n/tNKCClHaEchSCATBBolHCYZDgRIowsCDxojFQQBYB4s/KkDV/2wP2ZIKA4TYxQTDBspHQJNVQ4eGRAAAAABAJsCAQObAqsAAwAlQAYDAgEAAgcrQBcAAAEBAAAAIwAAAAEAACQAAQABAAAhA7A4KxMhByGwAusV/RUCq6oAAQCbAgEFlAKrAAMAJUAGAwIBAAIHK0AXAAABAQAAACMAAAABAAAkAAEAAQAAIQOwOCsTIQchsATkFfscAquqAAEArAPWAeUGFQAYAAdABAUAAQsrEyY1NDY3FxYVFAYHDgMVFBYXFhUUBgfUKHhvQw8LDQwfGhINDwMWFAPWVlhvzVUsCRMLEw4OKzdCJR0+IQgIDxkIAAABAIIDtwG8BfYAGAAHQAQABQELKwEWFRQGBycmNTQ2Nz4DNTQmJyY1NDY3AZQoeHBDDwwNDB8aEg0PAxYUBfZWWG/NVSwKEgsSDg4rOEIlHT4gCQcQGQgAAf/3/t4BMQEdABgAB0AEAAUBCysBFhUUBgcnJjU0Njc+AzU0JicmNTQ2NwEJKHhwQw8MDQwfGhINDwMWFAEdVlhvzVUsChILEg4OKzhCJR0+IAkHEBkIAAIArAPWAxwGFQAYADEACUAGHhkFAAILKxMmNTQ2NxcWFRQGBw4DFRQWFxYVFAYHFyY1NDY3FxYVFAYHDgMVFBYXFhUUBgfUKHhvQw8LDQwfGhINDwMWFKAoeG9DDwsNDB8aEg0PAxYUA9ZWWG/NVSwJEwsTDg4rN0IlHT4hCAgPGQg4VlhvzVUsCRMLEw4OKzdCJR0+IQgIDxkIAAIAhgO3AvYF9gAYADEACUAGGR4ABQILKwEWFRQGBycmNTQ2Nz4DNTQmJyY1NDY3JRYVFAYHJyY1NDY3PgM1NCYnJjU0NjcBmCh4cEMPDA0MHxoSDQ8DFhQBzSh4cEMPDA0MHxoSDQ8DFhQF9lZYb81VLAoSCxIODis4QiUdPiAJBxAZCDhWWG/NVSwKEgsSDg4rOEIlHT4gCQcQGQgAAAAC/+X+3gJWAR0AGAAxAAlABhkeAAUCCysTFhUUBgcnJjU0Njc+AzU0JicmNTQ2NyUWFRQGBycmNTQ2Nz4DNTQmJyY1NDY39yh4cEMPDA0MHxoSDQ8DFhQBzih4cEMPDA0MHxoSDQ8DFhQBHVZYb81VLAoSCxIODis4QiUdPiAJBxAZCDhWWG/NVSwKEgsSDg4rOEIlHT4gCQcQGQgAAAAAAQB2/p0EIQXWACoBE0AOKiklIx8eFxUPDQYEBgcrS7A/UFhAJhALAgABEQoCAwACHgABAQ0fBQEDAwABACQCAQAAFB8ABAQWBCAFG0uwY1BYQCYQCwIAAREKAgMAAh4ABAMENQABAQ0fBQEDAwABACQCAQAAFAMgBRtLsGVQWEAmEAsCAAERCgIDAAIeAAEAATQABAMENQUBAwMAAQAkAgEAABQDIAUbS7DoUFhAMBALAgABEQoCAwACHgABAAE0AAQDBDUCAQADAwABACMCAQAAAwACJAUBAwADAAIhBhtANxALAgABEQoCBQICHgABAAE0AAQDBDUAAgUDAgEAIwAAAAUDAAUAACYAAgIDAAIkAAMCAwACIQdZWVlZsDgrEz4DMzIeAhcTPgEzMhcDPgMzMhYVHAEOAQchCwEOASMiJicbASGAAhIfLB0cPUFEIRoaQiNHL1YiR0RAHTUuAgUE/o0wQxxBIyM8F4Av/o0DsBMlHREJDQ8FAcwOEB7+NAUPDQk1IwIGEiQf/nf84w8PDw8DHQGJAAAAAAEAI/6dBCEF1gBCAZtAGgAAAEIAQjs5MjApJyIhIB8aGBIQCQcCAQsHK0uwP1BYQD0TDgIBAhQNAgABNS0CBgU0LgIHBgQeCgkCBQgBBgcFBgEAJgACAg0fBAEAAAEBACQDAQEBFB8ABwcWByAGG0uwY1BYQD0TDgIBAhQNAgABNS0CBgU0LgIHBgQeAAcGBzUKCQIFCAEGBwUGAQAmAAICDR8EAQAAAQEAJAMBAQEUACAGG0uwZVBYQD0TDgIBAhQNAgABNS0CBgU0LgIHBgQeAAIBAjQABwYHNQoJAgUIAQYHBQYBACYEAQAAAQEAJAMBAQEUACAGG0uw6FBYQEgTDgIBAhQNAgABNS0CBgU0LgIHBgQeAAIBAjQABwYHNQMBAQQBAAUBAAACJgoJAgUGBgUAACMKCQIFBQYBACQIAQYFBgEAIQcbQFYTDgIBAhQNAgQDNS0CCAk0LgIHBgQeAAIBAjQABwYHNQADAAQAAwQAAiYAAQAABQEAAAAmAAUJBgUAACMKAQkACAYJCAEAJgAFBQYBACQABgUGAQAhCVlZWVmwOCsBEyE3PgMzMh4CFxM+ATMyFwM+AzMyFhUUDwEhAyEHDgMjIi4CJwMOASMiJicTDgMjIiY1PAE+ATcBoUn+jAoCEh8sHRw9QUQhGhpCI0cvViJHREAdNS4BCv6MSgF1CQMRHywdHD5CRCEXHEEjIzwXVSNGREAcNC8CBQQBEgJPTxMlHREJDQ8FAcwOEB7+NAUPDQk1IwkFT/2xTxQmHREJDQ8F/jYPDw8PAcoFDw0JNCQCBhMkIAAAAQCiAKEECgQEABMAPEAGEA4GBAIHK0uwZVBYQA4AAQEAAQAkAAAADgEgAhtAFwAAAQEAAQAjAAAAAQEAJAABAAEBACEDWbA4KxM0PgIzMh4CFRQOAiMiLgKiRXaeWlufdkVFdp9bWp52RQJRWp53RER3nlpZnXZERHadAAMAIv/yBX0BHwATACcAOwDTQA44Ni4sJCIaGBAOBgQGBytLsAlQWEASBAICAAABAQAkBQMCAQESASACG0uwEVBYQBIEAgIAAAEBACQFAwIBARUBIAIbS7AYUFhAEgQCAgAAAQEAJAUDAgEBEgEgAhtLsGVQWEASBAICAAABAQAkBQMCAQEVASACG0uw6FBYQB0EAgIAAQEAAQAjBAICAAABAQAkBQMCAQABAQAhAxtAKwAAAgEAAQAjAAQABQMEBQEAJgACAAMBAgMBACYAAAABAQAkAAEAAQEAIQVZWVlZWbA4Kzc0PgIzMh4CFRQOAiMiLgIlND4CMzIeAhUUDgIjIi4CJTQ+AjMyHgIVFA4CIyIuAiIXKTcgIDcpGBgpNyAgNykXAhYXKTcgIDcpGBgpNyAgNykXAhYXKDggIDcpGBgpNyAgOCgXiB84KBgYKDgfIDcoFxcoNyAfOCgYGCg4HyA3KBcXKDcgHzgoGBgoOB8gNygXFyg3AAAABwA9/+4IMgWzABMAJQAvAEMAUwBnAHcB20AedHJsamRiWlhQTkhGQD42NC8tKigiIBgWEA4GBA4HK0uwHFBYQDQAAwAABwMAAQAmCwEHDAEICQcIAQAmAAICAQEAJAQBAQERHw0BCQkFAQAkCgYCBQUMBSAGG0uwIlBYQDgAAwAABwMAAQAmCwEHDAEICQcIAQAmAAICAQEAJAQBAQERHwAFBQwfDQEJCQYBACQKAQYGEgYgBxtLsF9QWEA8AAMAAAcDAAEAJgsBBwwBCAkHCAEAJgAEBAsfAAICAQEAJAABAREfAAUFDB8NAQkJBgEAJAoBBgYSBiAIG0uwZVBYQD0ABAECAQQCMgABAAIDAQIBACYAAwAABwMAAQAmCwEHDAEICQcIAQAmAAUFDx8NAQkJBgEAJAoBBgYVBiAHG0uw6FBYQEoABAECAQQCMgAFCQYJBQYyAAEAAgMBAgEAJgADAAAHAwABACYLAQcMAQgJBwgBACYNAQkFBgkBACMNAQkJBgEAJAoBBgkGAQAhCBtAWQAEAQIBBAIyAAUNCg0FCjIAAQACAwECAQAmAAMAAAcDAAEAJgALAAwICwwBACYABwAICQcIAQAmAAkNBgkBACMADQAKBg0KAQAmAAkJBgEAJAAGCQYBACEKWVlZWVmwOCsBFA4CIyIuAjU0PgIzMh4CBzQmIyIOAhUUHgIzMj4CAT4BOwEBDgErAQEUDgIjIi4CNTQ+AjMyHgIHNCYjIg4CFRQWMzI+AiUUDgIjIi4CNTQ+AjMyHgIHNCYjIg4CFRQWMzI+AgLxPmWBQzxkRic4YYNKPGRHJ7k7LSE5KhcPHCYXIDkqGAKRDiUfrftyDSYasAVKPmSCQzxkRic4YYNKPGRHJ7g8LSE5Khc6LiE5KhgDYz5kgkM8ZEYnOGGDSjxjSCe4PC0hOSkXOS4gOSoZBH5gmWs5K1BxRl+abDsrUXJIVEgdP2NHKTokEBs9YgFJDhj6fxAUAYtgmWs5LE9xRWCbbDssUXJIVEcdP2NHUUYbPWNIYJlrOSxPcUVgm2w7LFFySFRHHT9jR1FGGz1jAAAAAAEAeQB+AgQDswAUAAdABAIUAQsrEzcBFxYVFAYPAQYHHgEfARYVFA8BeQUBHUkgCwiZERQIDAZfCCtTAgoeAYslDR8LGA7vGREHFQzvExApEyQAAAEAcAB+AfgDswATAAdABBMCAQsrAQcBJyY1ND8BPgE3Ji8BJjU0PwEB+AP+40kfEZsIEgkRCGEGLFICKB7+dCQPHhYc7wwVBxAa7xAQKRQlAAAAAAH/JQAAA7sFpQAJAEJABgkHBAICBytLsF9QWEAMAAEBCx8AAAAMACACG0uwZVBYQAwAAQABNAAAAA8AIAIbQAoAAQABNAAAACsCWVmwOCs3DgErAQE+ATsBCR0/JmIDqhxCLGJHKh0FUygqAAEAK//yBMgFswBAAoxAHkA/PDs6OTUzLiwnJSMhHh0bGRYVExEODAcFAQAOBytLsAlQWEBMCQEDATEBCAkCHgACAwADAgAyAAkHCAcJCDIEAQANAQUGAAUBACYMAQYLAQcJBgcBACYAAwMBAQAkAAEBER8ACAgKAQAkAAoKEgogCRtLsBFQWEBMCQEDATEBCAkCHgACAwADAgAyAAkHCAcJCDIEAQANAQUGAAUBACYMAQYLAQcJBgcBACYAAwMBAQAkAAEBER8ACAgKAQAkAAoKFQogCRtLsBhQWEBMCQEDATEBCAkCHgACAwADAgAyAAkHCAcJCDIEAQANAQUGAAUBACYMAQYLAQcJBgcBACYAAwMBAQAkAAEBER8ACAgKAQAkAAoKEgogCRtLsF9QWEBMCQEDATEBCAkCHgACAwADAgAyAAkHCAcJCDIEAQANAQUGAAUBACYMAQYLAQcJBgcBACYAAwMBAQAkAAEBER8ACAgKAQAkAAoKFQogCRtLsGVQWEBKCQEDATEBCAkCHgACAwADAgAyAAkHCAcJCDIAAQADAgEDAQAmBAEADQEFBgAFAQAmDAEGCwEHCQYHAQAmAAgICgEAJAAKChUKIAgbS7DoUFhAUwkBAwExAQgJAh4AAgMAAwIAMgAJBwgHCQgyAAEAAwIBAwEAJgQBAA0BBQYABQEAJgwBBgsBBwkGBwEAJgAICgoIAQAjAAgICgEAJAAKCAoBACEJG0BjCQEDATEBCAkCHgACAwADAgAyAAkHCAcJCDIAAQADAgEDAQAmAAAADQUADQAAJgAEAAUGBAUBACYADAALBwwLAAAmAAYABwkGBwEAJgAICgoIAQAjAAgICgEAJAAKCAoBACELWVlZWVlZsDgrEzM+AzMyFhcHDgEjIi4CIyIGByEHDgEjIQYHIQcOASMhHgEzMj4EMzIWHwEOASMiLgInIzczPgE3I1qBJHuixG6KuDhfCxYUFB8xT0N/wDECBAgCKSD+MQkDAbIJAyod/qALjXYxSjcpIBwOCw0JW1PljnKvd0EFgxB1AgYFcwOdfMaKSmtZWwsQIikiqKFLFSU5PkgXJayyExwhHBMHCV9qc1GTzHuEHzsdAAAAAAIAlwNLBVMFpQAjACsA4UAYJCQkKyQrKikoJyYlIR8eHRYTDAsKCAoHK0uwX1BYQDMZEAIDAgUBHgACBQEFAgEyBwEFBQABACQJCAQDAAALHwYDAgEBAAEAJAkIBAMAAAsBIAYbS7DoUFhAMhkQAgMCBQEeAAIFAQUCATIJCAQDAAcBBQIABQAAJgkIBAMAAAEAACQGAwIBAAEAACEFG0BKGRACAwIFAR4ABwgFBQcqAAIFBgUCBjIABgMFBgMwAAAEAQABACMJAQgABQIIBQAAJgAEAAMBBAMAACYAAAABAAAkAAEAAQAAIQlZWbA4KwEWFz4BNxM+ATsBAyMTPgE3Aw4BKwEiJicDFAYHAyMTMzIWFycHIwMjEyM3A8ULBggQC5ULGRWMSZAmAgsJrQogExcSHQVgAQElkEmOFRcG/hGVOaM4lBIEhSMgESASAQYTB/2mATYUKx7+0BESEhEBKiMqCv7KAloHExqI/i4B0ogAAAEADgAABUYFtQA7ANpAEgAAADsAOjc2LCogHxgWDAoHBytLsF9QWEAkIRUCAgABHgAAAAMBACQAAwMRHwQBAgIBAQAkBgUCAQEMASAFG0uwZVBYQCIhFQICAAEeAAMAAAIDAAEAJgQBAgIBAQAkBgUCAQEPASAEG0uw6FBYQCwhFQICAAEeAAMAAAIDAAEAJgQBAgEBAgAAIwQBAgIBAQAkBgUCAQIBAQAhBRtAMyEVAgIAAR4AAwAAAgMAAQAmAAIEAQIAACMABAYBBQEEBQEAJgACAgEBACQAAQIBAQAhBllZWbA4KyETPgM1NC4CIyIOAhUUHgIXAyEiJjU0PgI3ITcuAzU0PgIzMh4CFRQOAg8BIQcOAQcCqj1GfFw1KlBySV2VaTklQls2PP4tJScBAwYGAWISSW9LJmi5/paAzI9NOm6dZBEBYhAFNCcB6Q1AaptpTHhTKzx0p2pHbE4wC/4XJx8BBxw5M5EXVXSOT4vwsWVRjL1sab6ZbxuPhSMtAQACAC7/8QQ1BbQAMgBJAS1AFDQzPjwzSTRJMC4rKR8dExEGBAgHK0uwEVBYQDwAAQMAIQEGAkVCAgUGAx4ABAMCAwQCMgACAAYFAgYBACYAAwMAAQAkAAAAER8HAQUFAQEAJAABARIBIAcbS7BfUFhAPAABAwAhAQYCRUICBQYDHgAEAwIDBAIyAAIABgUCBgEAJgADAwABACQAAAARHwcBBQUBAQAkAAEBFQEgBxtLsGVQWEA6AAEDACEBBgJFQgIFBgMeAAQDAgMEAjIAAAADBAADAQAmAAIABgUCBgEAJgcBBQUBAQAkAAEBFQEgBhtARAABAwAhAQYCRUICBQYDHgAEAwIDBAIyAAAAAwQAAwEAJgACAAYFAgYBACYHAQUBAQUBACMHAQUFAQEAJAABBQEBACEHWVlZsDgrAT4DMzIeAhUUBgcGAg4BIyIuAjU0PgQzMhYXPgE3PgE1NCYjIg4CIyImJxMyPgI3LgMjIg4CBxQGFQYVFBYBeilRV2A5TH1YMAMEGm+q5Y9Nf1syKUpne4tJWHYjAgQCAwRdUCI/Ny0PDhkLFy5cVk0eBBUoPi1BZUsvCQEDSgU3Hi4gETtxomccOh/P/qzyhDJchFNTnYpyUy0/OxEhDxwyF4OAFBgUEBj72Ctfl2wnRzcgNV+CTgIBAhsYWF4AAv/OAAAFCgWlAAMADAB2QAgFBAMCAQADBytLsF9QWEAZCQECAQEeAAEBCx8AAgIAAAIkAAAADAAgBBtLsGVQWEAZCQECAQEeAAECATQAAgIAAAIkAAAADwAgBBtAIgkBAgEBHgABAgE0AAIAAAIAACMAAgIAAAIkAAACAAACIQVZWbA4KykBATMBIQMuAScOAQcFCvrEAtrs/aYCl7gIDQcQHw4FpfsoA0IbRyoqSBsAAAAAAQB5/q8FnQWlAAsAtkASAAAACwALCgkIBwYFBAMCAQcHK0uwP1BYQBcEAgIAAAUAACQGAQUFCx8DAQEBEAEgAxtLsF9QWEAXAwEBAAE1BAICAAAFAAAkBgEFBQsAIAMbS7DoUFhAIQMBAQABNQYBBQAABQAAIwYBBQUAAAAkBAICAAUAAAAhBBtAMgAEBQICBCoAAAIDAgAqAAMBAgMBMAABATMGAQUEAgUAAiMGAQUFAgAAJAACBQIAACEHWVlZsDgrAQcjAyMTIQMjEyM3BZ0Yq8L1wP5NwvXCqhgFpcj50gYu+dIGLsgAAAAB/+/+sQUkBaYAFgCPQA4AAAAWABYIBwYFAgEFBytLsD9QWEAhDQEBAAEeAAAAAwAAJAQBAwMLHwABAQIAACQAAgIQAiAFG0uwX1BYQB4NAQEAAR4AAQACAQIAACUAAAADAAAkBAEDAwsAIAQbQCgNAQEAAR4EAQMAAAEDAAAAJgABAgIBAAAjAAEBAgAAJAACAQIAACEFWVmwOCsBByEBBwEhByE3PgE3CQEuATU8AT4BNwUkGv0cAYAK/eIC5Bn7pgoCFA4Cdf49CQgDBAUFps/9eEf9eM9WEiYRAt8C1g4fDwIGFCciAAAAAAEAlgJHBB4C+AADACVABgMCAQACBytAFwAAAQEAAAAjAAAAAQAAJAABAAEAACEDsDgrEyEHIasDcxb8jgL4sQABAFIAAAWBBqsAGwCDQAobGhkXCwkCAAQHK0uwX1BYQBwRAQMAAR4AAgECNAABAAADAQABACYAAwMMAyAEG0uwZVBYQBwRAQMAAR4AAgECNAABAAADAQABACYAAwMPAyAEG0AnEQEDAAEeAAIBAjQAAwADNQABAAABAQAjAAEBAAEAJAAAAQABACEGWVmwOCsBIyImNTwBPgE3ITIWFxMeARU+ATcBPgE7AQEjASF/IS8CBAQBXxohBEQIBwoWEAIfCScZnP0IyAKFIyoCBxMkHxsS/rspUyohRCQE2xQa+VUAAAADADEA6ATbA7cAJwA5AE0AsUAeOzopKAEARUM6TTtNMzEoOSk5Hx0VEwsJACcBJwsHK0uw6FBYQDoZAQUCSS0CBAUFAQAEAx4DAQIHAQUEAgUBACYKBgkDBAAABAEAIwoGCQMEBAABACQBCAIABAABACEFG0BIGQEHA0ktAgQFBQEBBgMeAAMABwUDBwEAJgACAAUEAgUBACYKAQYBAAYBACMJAQQAAQAEAQEAJgoBBgYAAQAkCAEABgABACEHWbA4KyUiLgInDgMjIi4CNTQ+AjMyHgIXPgMzMh4CFRQOAiUyPgI3LgMjIg4CFRQWITI+AjU0LgIjIg4CBx4DA3YzTz8yFB5CS1czOGFHKTJcg1EzUD8yFB1CS1czOWJIKTJdhP2WGzIvLRcPHyQsGyY3JBI/AlQkNyUTER4nFhsyLy0XDx8kLOgdMUElJUExHSxQcURKlHZKHTFCJSVCMR0sUXFESpN2SscZKzoiIjosGSM4RCJEPCI3RiQhMB4PGSs7ISI7KxkAAAH/jf6qA9gFtgAnAJRACiMhGhgPDQYEBAcrS7A/UFhAJAgBAQAcAQIDAh4AAQEAAQAkAAAAER8AAwMCAQAkAAICEAIgBRtLsF9QWEAhCAEBABwBAgMCHgADAAIDAgEAJQABAQABACQAAAARASAEG0ArCAEBABwBAgMCHgAAAAEDAAEBACYAAwICAwEAIwADAwIBACQAAgMCAQAhBVlZsDgrAT4DMzIWFwcOAyMiDgIHAw4DIyImJzc+AzMyPgI3AcsURGB8SyNLIBsCCBAZEyw/Lh8M8hlSbYRLIksgGgMKERwWNUkzIQ0ERleIXzIPE3gKExAKGC9IMPwTaJdhLw8TZw0TDAUXMU43AAACAKUBZgQQA98AGwA3AMhAGh0cAQA0MispJiQcNx03GBYPDQoIABsBGwoHK0uwHFBYQEkFAQADFAECABMGAgECIQEEBzABBgQvIgIFBgYeCAEAAAEHAAEBACYABwAGBQcGAQAmCQEEAAUEBQEAJQACAgMBACQAAwMOAiAGG0BUBQEAAxQBAgATBgIBAiEBBAcwAQYELyICBQYGHgADAAIBAwIBACYIAQAAAQcAAQEAJgkBBAYFBAEAIwAHAAYFBwYBACYJAQQEBQEAJAAFBAUBACEHWbA4KwEyPgI3Fw4BIyIuAiMiDgIHJz4BMzIeAhEyPgI3Fw4BIyIuAiMiDgIHJz4BMzIeAgNJHzwzJgkKLX5CNWVgXCsgPjMmCRIthEc0ZWFbHz0zJggKLH9BNWVgXCwgPjMmCBItg0c1ZmBbA3sOFRcJljMuICUgDxUaCpI2Mx8mH/6eDhUXCZcyLR8lHw4VGQqRNzMgJSAAAQB+AKwEMQSHABMA0UAWExIREA8ODQwLCgkIBwYFBAMCAQAKBytLsAtQWEAyAAEAAAEoAAYFBQYpAgEACQEDBAADAAImCAEEBQUEAAAjCAEEBAUAACQHAQUEBQAAIQYbS7DoUFhAMAABAAE0AAYFBjUCAQAJAQMEAAMAAiYIAQQFBQQAACMIAQQEBQAAJAcBBQQFAAAhBhtAPwABAAE0AAYFBjUAAAAJAwAJAAAmAAIAAwQCAwACJgAECAUEAAAjAAgABwUIBwAAJgAEBAUAACQABQQFAAAhCFlZsDgrEyE3MwczByEHIQchByM3IzchNyHAAfSLqovTFP7TawGCFv4nk6qT8BYBR2v+ZAOo39+yrLHt7bGsAAIATwBQA/QEwgAXABsALEAGGxoZGAIHK0AeFhUJAQQAHAAAAQEAAAAjAAAAAQAAJAABAAEAACEEsDgrEwEHDgEHBQ4BBx4BFwUeARUUDgIVBwEDIQchrQNHFQIbIf6MGjsgHzcXAUwaFQUGBQb9FjoDGRf85wNHAXuoFCMOngsPBwcQC6ENHhEHKi4lASwBfv4jtwACAF8AUAPVBMMAAwAbACxABgMCAQACBytAHhoZDQUEARwAAQAAAQAAIwABAQAAACQAAAEAAAAhBLA4KyUhNyETATc+ATclPgE3LgEnJS4BNTQ+AjU3AQN3/OgXAxk5/LkVAhshAXQaOyAfNxf+tBoVBQYFBgLqULcB2/6FqBQjDp4LDwcHEAuhDR4RByouJQEs/oIAAgCD/6UEKQX7AAUAFQB9QAYFBAIBAgcrS7AJUFhAIhIOCgYDAAYBAAEeAAABAQAAACMAAAABAAAkAAEAAQAAIQQbS7AUUFhAGRIOCgYDAAYBAAEeAAEBAAAAJAAAAA0BIAMbQCISDgoGAwAGAQABHgAAAQEAAAAjAAAAAQAAJAABAAEAACEEWVmwOCsTATMJASMDEx4BFz4BNxMDLgEnDgEHgwF9rAF9/oOss+cMEAYGEAzr6wwPBwcPDALQAyv81fzVAyv+CxovFhYvGgH1AfUaLxYWLxoAAf+K/gwAfgXcAAMAM0AKAAAAAwADAgEDBytLsD9QWEANAgEBAAE1AAAADQAgAhtACwAAAQA0AgEBASsCWbA4KwMTMwN28gLy/gwH0PgwAAABADj/BwQJBc4AJAFlQBAgHhkXEhELCQUEAwIBAAcHK0uwX1BYQDsbAQYFEAECAAwBAQIDHgAGBgUBACQABQUNHwACAgAAACQEAQAADh8AAQEMHwADAwAAACQEAQAADgMgCBtLsGVQWEA7GwEGBRABAgAMAQECAx4ABgYFAQAkAAUFDR8AAgIAAAAkBAEAAA4fAAEBDx8AAwMAAAAkBAEAAA4DIAgbS7DtUFhANhsBBgUQAQIADAEBAgMeAAECAwIBAzIAAgEAAgAAIwQBAAADAAMBACUABgYFAQAkAAUFDQYgBhtLuAPoUFhAOxsBBgUQAQIADAEBAgMeAAECAwIBAzIABQAGAAUGAQAmBAEAAAIBAAIAACYEAQAAAwEAJAADAAMBACEGG0BBGwEGBRABAgQMAQECAx4AAQIDAgEDMgAFAAYABQYBACYABAIDBAAAIwAAAAIBAAIAACYABAQDAQAkAAMEAwEAIQdZWVlZsDgrASEDIxMhAwcOASsBEycuATU3Mzc+AzMyFhcHDgEjIg4CBwG7Ak5782j+rGIyDT02Y4ZMGR0LjQQLTYW8eydWHRgFKx5cf1MsCAP5/AcDSfzgvDE1BEEOBRcXcCFen3VCCQp7FwchQ2VEAAEAOP8HBFoFwgAjAjtAFgAAACMAIyIhHhwZGBcVFBINDAYECQcrS7ALUFhAOQsBBwEHAQQHAh4ABQUCAQAkAwECAg0fCAEHBwEAACQGAQEBDh8ABAQMHwAAAAEAACQGAQEBDgAgCBtLsA1QWEA5CwEHAQcBBAcCHgAFBQIBACQDAQICER8IAQcHAQAAJAYBAQEOHwAEBAwfAAAAAQAAJAYBAQEOACAIG0uwKFBYQDkLAQcBBwEEBwIeAAUFAgEAJAMBAgINHwgBBwcBAAAkBgEBAQ4fAAQEDB8AAAABAAAkBgEBAQ4AIAgbS7BfUFhAPQsBBwEHAQQHAh4AAwMRHwAFBQIBACQAAgINHwgBBwcBAAAkBgEBAQ4fAAQEDB8AAAABAAAkBgEBAQ4AIAkbS7BjUFhAPwsBBwEHAQQHAh4ABQUCAQAkAAICDR8IAQcHAQAAJAYBAQEOHwADAwQAACQABAQPHwAAAAEAACQGAQEBDgAgCRtLsGVQWEA9CwEHAQcBBAcCHgACAAUBAgUBACYIAQcHAQAAJAYBAQEOHwADAwQAACQABAQPHwAAAAEAACQGAQEBDgAgCBtLsOhQWEA6CwEHAQcBBAcCHgACAAUBAgUBACYGAQEIAQcEAQcAACYAAwAEAAMEAAAmBgEBAQABACQAAAEAAQAhBhtAQAsBBwYHAQQHAh4AAgAFAQIFAQAmAAEGAAEAACMABggBBwQGBwAAJgADAAQAAwQAACYAAQEAAQAkAAABAAEAIQdZWVlZWVlZsDgrAQMHDgErARMnLgE1NzM3PgMzMhY7AQMjEy4BIyIGDwEzBwGwYzINPTZjhkwZHQyLBgpCcJ5nToxGoLTvnCtWKGN6DAXZFANJ/OC8MTUEQQ4FFxdwLVKVckMM+koFBgUJeHYtsAAAAAABAD3+mwFf/7YAAwBDQAoAAAADAAMCAQMHK0uwLVBYQA8CAQEBAAAAJAAAABAAIAIbQBkCAQEAAAEAACMCAQEBAAAAJAAAAQAAACEDWbA4KwUDIxMBX4yWUkr+5QEbAAABADUGDQI0Bv0ACwAdQAoBAAgGAAsBCwMHK0ALAgEAAQA0AAEBKwKwOCsBMh4CHwEjIiYvAQE+ExoUEQuZyhsdE+oG/QMJDgzKERHOAAAAAAIAdQYMAsYG/AATACcAVkAKJCIaGBAOBgQEBytLsOhQWEAaAwEBAAABAQAjAwEBAQABACQCAQABAAEAIQMbQCEAAQMAAQEAIwADAAIAAwIBACYAAQEAAQAkAAABAAEAIQRZsDgrARQOAiMiLgI1ND4CMzIeAgUUDgIjIi4CNTQ+AjMyHgIBZxQhLRkYKyETEyErGBktIRQBXxMhLBkZKyETEyErGRksIRMGghgrIBMTICsYGS0hExMhLRkYKyATEyArGBktIRMTIS0AAAEAgQYdAuYGpgADACVABgMCAQACBytAFwAAAQEAAAAjAAAAAQAAJAABAAEAACEDsDgrEyEHIZICVBL9rQamiQABAQYGDQNABv0ACwAdQAoAAAALAAoFAwMHK0ALAgEBAAE0AAAAKwKwOCsBBQ4BKwE3PgMzA0D+5BcsGsHMDBUXGxQG/c4REcoMDwgDAAAAAAEATwYNAvoG5wAQAD9ACBAPDgwCAAMHK0uw6FBYQBEIAQACAR4AAgACNAEBAAArAxtAFQgBAQIBHgACAQI0AAEAATQAAAArBFmwOCsBIyImLwEuAScPAQ4BKwE3MwL6tQ4fC08DCAMQYQsjD7P57gYNCgZGAwcEDkYICNoAAAAAAQBtBg0DGQbnAAYAXUAIBgUEAwEAAwcrS7DoUFhAHwIBAgABHgEBAAICAAAAIwEBAAACAAAkAAIAAgAAIQQbQCUCAQIBAR4AAQACAAECMgAAAQIAAAAjAAAAAgAAJAACAAIAACEFWbA4KxMzFzczByNt2XGJ2fruBudiYtoAAAABAKAF+ALmBugAEwCHQA4BAA8ODAoGBQATARMFBytLsBpQWEAfAwEBAgIBKAACAAACAQAjAAICAAECJAQBAAIAAQIhBBtLsOhQWEAeAwEBAgE0AAIAAAIBACMAAgIAAQIkBAEAAgABAiEEG0AiAAEDATQAAwIDNAACAAACAQAjAAICAAECJAQBAAIAAQIhBVlZsDgrASImNTQ3MwYUFRQzMjY3Mw4DAad+iQOXAYBFSgaYBzJSbwX4Y2QUFQUIBVAvMzZZPyIAAAEBFwYMAkUHNwATACVABhAOBgQCBytAFwABAAABAQAjAAEBAAEAJAAAAQABACEDsDgrARQOAiMiLgI1ND4CMzIeAgJFGSo4Hx02KRgYKTYdHzgqGQagHjUpGBgpNR4fNykYGCk3AAAAAgDUBdcCdAdSABMAHwAzQAoeHBgWEA4GBAQHK0AhAAAAAwIAAwEAJgACAQECAQAjAAICAQEAJAABAgEBACEEsDgrEzQ+AjMyHgIVFA4CIyIuAjcUFjMyNjU0JiMiBtQiOUopKk05IiI5TSopSjkidy4sKDExKCwuBpMrRjIcHDJGKypFMhsbMkUqJzIyJyowMAAAAAEAjAYDAuwG5gAbALBAEgEAGBYSEQ8NCggEAwAbARsHBytLsENQWEAlBgEAAwIAAQAjBQEBAAMCAQMBACYGAQAAAgEAJAQBAgACAQAhBBtLsFxQWEAsAAEFAAUBADIGAQADAgABACMABQADAgUDAQAmBgEAAAIBACQEAQIAAgEAIQUbQDMAAQUABQEAMgAEAwIDBAIyBgEAAwIAAQAjAAUAAwQFAwEAJgYBAAACAQAkAAIAAgEAIQZZWbA4KwEyNjczDgMjIi4CIyIGByM+AzMyHgICLBgiBIIGIjVGKiE8NS0TGCEEhAYjNUYpIjw1LQafICAwUTsgFxsXIyExUjohFhsWAAAAAAIAswYNA5sG7wAJABMAaEASCgoAAAoTChIPDQAJAAgFAwYHK0uw6FBYQB4FAwQDAQAAAQEAIwUDBAMBAQABACQCAQABAAEAIQMbQCcFAQMBAgEDAjIAAAIANQQBAQMCAQEAIwQBAQECAQAkAAIBAgEAIQVZsDgrAQcOASsBNz4BMyEFDgErATc+ATMCRtEUIxpxjhQxJgHv/v0WKBuAuBc0JgbvwBIQrhcdwBERrhYeAAAAAAEA+wR3AiIFzwANAENACgEADAoADQENAwcrS7BIUFhADwABAQABACQCAQAADQEgAhtAGQIBAAEBAAEAIwIBAAABAQAkAAEAAQEAIQNZsDgrATIWFRQOAgcOASsBEwH/Fg0HGTEqECkfVGQFzxQKCRs5Yk8dDwFYAAAAAQAAZ+4AARFQYAAADAfgAAUACf9QAAUAD//UAAUAEP/YAAUAEf/UAAUAEv9QAAUAJP9QAAUAOQAvAAUAOgAhAAUAPAAqAAUAPwAvAAUARP+gAAUARv+gAAUAR/+gAAUASP+gAAUAUv+gAAUAVP+gAAUAbf/YAAUAb//YAAUAef/YAAUAff/YAAUAgv9QAAUAg/9QAAUAhP9QAAUAhf9QAAUAhv9QAAUAh/9QAAUAiP9QAAUAnwAqAAUAov+gAAUAo/+gAAUApP+gAAUApf+gAAUApv+gAAUAp/+gAAUAqP+gAAUAqf+gAAUAqv+gAAUAq/+gAAUArP+gAAUArf+gAAUAsv+gAAUAtP+gAAUAtf+gAAUAtv+gAAUAt/+gAAUAuP+gAAUAuv+gAAUAwv9QAAUAw/+gAAUAxf+gAAUAx/+gAAUAzv+gAAUA0wAqAAUA5f/YAAUA5v/YAAUA6f/UAAUA7P/UAAUA7//YAAUA8P/UAAUA8v/YAAUA8//YAAUA+f9QAAoACf9QAAoAD//UAAoAEP/YAAoAEf/UAAoAEv9QAAoAJP9QAAoAOQAvAAoAOgAhAAoAPAAqAAoAPwAvAAoARP+gAAoARv+gAAoAR/+gAAoASP+gAAoAUv+gAAoAVP+gAAoAbf/YAAoAb//YAAoAef/YAAoAff/YAAoAgv9QAAoAg/9QAAoAhP9QAAoAhf9QAAoAhv9QAAoAh/9QAAoAiP9QAAoAnwAqAAoAov+gAAoAo/+gAAoApP+gAAoApf+gAAoApv+gAAoAp/+gAAoAqP+gAAoAqf+gAAoAqv+gAAoAq/+gAAoArP+gAAoArf+gAAoAsv+gAAoAtP+gAAoAtf+gAAoAtv+gAAoAt/+gAAoAuP+gAAoAuv+gAAoAwv9QAAoAw/+gAAoAxf+gAAoAx/+gAAoAzv+gAAoA0wAqAAoA5f/YAAoA5v/YAAoA6f/UAAoA7P/UAAoA7//YAAoA8P/UAAoA8v/YAAoA8//YAAoA+f9QAAsAI//YAAsAJv/YAAsAKv/YAAsAMv/YAAsANP/YAAsARP/cAAsARv/cAAsAR//cAAsASP/cAAsAUv/cAAsAVP/cAAsAa//YAAsAcP/YAAsAif/YAAsAlP/YAAsAlf/YAAsAlv/YAAsAl//YAAsAmP/YAAsAmv/YAAsAov/cAAsAo//cAAsApP/cAAsApf/cAAsApv/cAAsAp//cAAsAqP/cAAsAqf/cAAsAqv/cAAsAq//cAAsArP/cAAsArf/cAAsAsv/cAAsAtP/cAAsAtf/cAAsAtv/cAAsAt//cAAsAuP/cAAsAuv/cAAsAw//cAAsAxP/YAAsAxf/cAAsAx//cAAsAzf/YAAsAzv/cAA0ACf9QAA0AD//UAA0AEP/YAA0AEf/UAA0AEv9QAA0AJP9QAA0AOQAvAA0AOgAhAA0APAAqAA0APwAvAA0ARP+gAA0ARv+gAA0AR/+gAA0ASP+gAA0AUv+gAA0AVP+gAA0Abf/YAA0Ab//YAA0Aef/YAA0Aff/YAA0Agv9QAA0Ag/9QAA0AhP9QAA0Ahf9QAA0Ahv9QAA0Ah/9QAA0AiP9QAA0AnwAqAA0Aov+gAA0Ao/+gAA0ApP+gAA0Apf+gAA0Apv+gAA0Ap/+gAA0AqP+gAA0Aqf+gAA0Aqv+gAA0Aq/+gAA0ArP+gAA0Arf+gAA0Asv+gAA0AtP+gAA0Atf+gAA0Atv+gAA0At/+gAA0AuP+gAA0Auv+gAA0Awv9QAA0Aw/+gAA0Axf+gAA0Ax/+gAA0Azv+gAA0A0wAqAA0A5f/YAA0A5v/YAA0A6f/UAA0A7P/UAA0A7//YAA0A8P/UAA0A8v/YAA0A8//YAA0A+f9QAA8ABf/HAA8ACv/HAA8ADf/HAA8AEP8vAA8AI//MAA8AJv/MAA8AKv/MAA8AMv/MAA8ANP/MAA8AN/8rAA8AOf8dAA8AOv+JAA8APP8ZAA8AP/8dAA8AWf9pAA8AWv+pAA8AXP9tAA8Aa//MAA8AbP/HAA8Abf8vAA8Ab/8vAA8AcP/MAA8Acv/HAA8Aef8vAA8AfP/HAA8Aff8vAA8Aif/MAA8AlP/MAA8Alf/MAA8Alv/MAA8Al//MAA8AmP/MAA8Amv/MAA8An/8ZAA8Av/9pAA8Awf9pAA8AxP/MAA8Azf/MAA8A0/8ZAA8A5f8vAA8A5v8vAA8A5//HAA8A6P/HAA8A6v/HAA8A6//HAA8A7/8vAA8A8v8vAA8A8/8vABAABf/YABAACf+9ABAACv/YABAADf/YABAAD/9VABAAEf9VABAAEv+9ABAAJP+9ABAAN/88ABAAOf99ABAAO/+6ABAAPP8xABAAPf/GABAAP/99ABAAbP/YABAAcv/YABAAfP/YABAAgv+9ABAAg/+9ABAAhP+9ABAAhf+9ABAAhv+9ABAAh/+9ABAAiP+9ABAAn/8xABAAwv+9ABAA0/8xABAA1P/GABAA1v/GABAA2P/GABAA5//YABAA6P/YABAA6f9VABAA6v/YABAA6//YABAA7P9VABAA8P9VABAA+f+9ABEABf/HABEACv/HABEADf/HABEAEP8vABEAI//MABEAJv/MABEAKv/MABEAMv/MABEANP/MABEAN/8rABEAOf8dABEAOv+JABEAPP8ZABEAP/8dABEAWf9pABEAWv+pABEAXP9tABEAa//MABEAbP/HABEAbf8vABEAb/8vABEAcP/MABEAcv/HABEAef8vABEAfP/HABEAff8vABEAif/MABEAlP/MABEAlf/MABEAlv/MABEAl//MABEAmP/MABEAmv/MABEAn/8ZABEAv/9pABEAwf9pABEAxP/MABEAzf/MABEA0/8ZABEA5f8vABEA5v8vABEA5//HABEA6P/HABEA6v/HABEA6//HABEA7/8vABEA8v8vABEA8/8vABIABQAvABIACf92ABIACgAvABIADQAvABIAD/88ABIAEP99ABIAEf88ABIAEv92ABIAHf+oABIAHv+oABIAIgAxABIAI//YABIAJP92ABIAJv/YABIAKv/YABIALf9kABIAMv/YABIANP/YABIARP9/ABIARv9/ABIAR/9/ABIASP9/ABIAUP+oABIAUf+oABIAUv9/ABIAU/+oABIAVP9/ABIAVf+oABIAVv+BABIAWP+oABIAWf/VABIAWv/VABIAXP/VABIAXf+pABIAa//YABIAbAAvABIAbf99ABIAb/99ABIAcP/YABIAcgAvABIAdABQABIAdQBQABIAd/+oABIAef99ABIAewBQABIAfAAvABIAff99ABIAgv92ABIAg/92ABIAhP92ABIAhf92ABIAhv92ABIAh/92ABIAiP92ABIAif/YABIAlP/YABIAlf/YABIAlv/YABIAl//YABIAmP/YABIAmv/YABIAov9/ABIAo/9/ABIApP9/ABIApf9/ABIApv9/ABIAp/9/ABIAqP9/ABIAqf9/ABIAqv9/ABIAq/9/ABIArP9/ABIArf9/ABIAsv9/ABIAs/+oABIAtP9/ABIAtf9/ABIAtv9/ABIAt/9/ABIAuP9/ABIAuv9/ABIAu/+oABIAvP+oABIAvf+oABIAvv+oABIAv//VABIAwf/VABIAwv92ABIAw/9/ABIAxP/YABIAxf9/ABIAx/9/ABIAzP+oABIAzf/YABIAzv9/ABIA0P+BABIA0v+BABIA1f+pABIA1/+pABIA2f+pABIA5f99ABIA5v99ABIA5wAvABIA6AAvABIA6f88ABIA6gAvABIA6wAvABIA7P88ABIA7/99ABIA8P88ABIA8v99ABIA8/99ABIA+f92ACMABf/MACMACf/VACMACv/MACMADP/YACMADf/MACMAEv/VACMAJP/VACMAN/+yACMAOf/IACMAO/+rACMAPP+wACMAPf/AACMAP//IACMAQP/YACMAYP/YACMAbP/MACMAcv/MACMAfP/MACMAgv/VACMAg//VACMAhP/VACMAhf/VACMAhv/VACMAh//VACMAiP/VACMAn/+wACMAwv/VACMA0/+wACMA1P/AACMA1v/AACMA2P/AACMA5//MACMA6P/MACMA6v/MACMA6//MACMA+f/VACQABf9BACQACv9BACQADf9BACQAEP+9ACQAI//FACQAJv/FACQAKv/FACQALQBHACQAMv/FACQANP/FACQAN/9tACQAOP/YACQAOf92ACQAOv+aACQAPP9ZACQAP/92ACQAV/+7ACQAWf/FACQAWv/RACQAXP/FACQAa//FACQAbP9BACQAbf+9ACQAb/+9ACQAcP/FACQAcv9BACQAdP82ACQAdf82ACQAef+9ACQAe/82ACQAfP9BACQAff+9ACQAif/FACQAlP/FACQAlf/FACQAlv/FACQAl//FACQAmP/FACQAmv/FACQAm//YACQAnP/YACQAnf/YACQAnv/YACQAn/9ZACQAv//FACQAwf/FACQAxP/FACQAzf/FACQA0/9ZACQA5f+9ACQA5v+9ACQA5/9BACQA6P9BACQA6v9BACQA6/9BACQA7/+9ACQA8v+9ACQA8/+9ACYAEP+PACYAbf+PACYAb/+PACYAef+PACYAff+PACYA5f+PACYA5v+PACYA7/+PACYA8v+PACYA8/+PACcABf/MACcACf/VACcACv/MACcADP/YACcADf/MACcAEv/VACcAJP/VACcAN/+yACcAOf/IACcAO/+rACcAPP+wACcAPf/AACcAP//IACcAQP/YACcAYP/YACcAbP/MACcAcv/MACcAfP/MACcAgv/VACcAg//VACcAhP/VACcAhf/VACcAhv/VACcAh//VACcAiP/VACcAn/+wACcAwv/VACcA0/+wACcA1P/AACcA1v/AACcA2P/AACcA5//MACcA6P/MACcA6v/MACcA6//MACcA+f/VACkACf9tACkAD/9MACkAEf9MACkAEv9tACkAHf/EACkAHv/EACkAIgAUACkAJP9tACkALf9DACkARP/AACkARv/AACkAR//AACkASP/AACkAUP/EACkAUf/EACkAUv/AACkAU//EACkAVP/AACkAVf/EACkAWP/EACkAd//EACkAgv9tACkAg/9tACkAhP9tACkAhf9tACkAhv9tACkAh/9tACkAiP9tACkAov/AACkAo//AACkApP/AACkApf/AACkApv/AACkAp//AACkAqP/AACkAqf/AACkAqv/AACkAq//AACkArP/AACkArf/AACkAsv/AACkAs//EACkAtP/AACkAtf/AACkAtv/AACkAt//AACkAuP/AACkAuv/AACkAu//EACkAvP/EACkAvf/EACkAvv/EACkAwv9tACkAw//AACkAxf/AACkAx//AACkAzP/EACkAzv/AACkA6f9MACkA7P9MACkA8P9MACkA+f9tAC0ACf/YAC0AEv/YAC0AJP/YAC0Agv/YAC0Ag//YAC0AhP/YAC0Ahf/YAC0Ahv/YAC0Ah//YAC0AiP/YAC0Awv/YAC0A+f/YAC4ABQAkAC4ACgAkAC4ADQAkAC4AEP+6AC4AI/+RAC4AJv+RAC4AKv+RAC4AMv+RAC4ANP+RAC4ASf/IAC4AV/+BAC4AWf+5AC4AWv/QAC4AXP+5AC4Aa/+RAC4AbAAkAC4Abf+6AC4Ab/+6AC4AcP+RAC4AcgAkAC4Aef+6AC4AfAAkAC4Aff+6AC4Aif+RAC4AlP+RAC4Alf+RAC4Alv+RAC4Al/+RAC4AmP+RAC4Amv+RAC4Av/+5AC4Awf+5AC4AxP+RAC4Azf+RAC4A5f+6AC4A5v+6AC4A5wAkAC4A6AAkAC4A6gAkAC4A6wAkAC4A7/+6AC4A8v+6AC4A8/+6AC8ABf8SAC8ACv8SAC8ADf8SAC8AEP9OAC8AI/+gAC8AJv+gAC8AKv+gAC8AMv+gAC8ANP+gAC8AN/84AC8AOf9BAC8AOv9ZAC8APP8dAC8AP/9BAC8AWf99AC8AWv+oAC8AXP99AC8Aa/+gAC8AbP8SAC8Abf9OAC8Ab/9OAC8AcP+gAC8Acv8SAC8AdP8dAC8Adf8dAC8Aef9OAC8Ae/8dAC8AfP8SAC8Aff9OAC8Aif+gAC8AlP+gAC8Alf+gAC8Alv+gAC8Al/+gAC8AmP+gAC8Amv+gAC8An/8dAC8Av/99AC8Awf99AC8AxP+gAC8Azf+gAC8A0/8dAC8A5f9OAC8A5v9OAC8A5/8SAC8A6P8SAC8A6v8SAC8A6/8SAC8A7/9OAC8A8v9OAC8A8/9OADIABf/MADIACf/VADIACv/MADIADP/YADIADf/MADIAEv/VADIAJP/VADIAN/+yADIAOf/IADIAO/+rADIAPP+wADIAPf/AADIAP//IADIAQP/YADIAYP/YADIAbP/MADIAcv/MADIAfP/MADIAgv/VADIAg//VADIAhP/VADIAhf/VADIAhv/VADIAh//VADIAiP/VADIAn/+wADIAwv/VADIA0/+wADIA1P/AADIA1v/AADIA2P/AADIA5//MADIA6P/MADIA6v/MADIA6//MADIA+f/VADMACf9lADMAD/9IADMAEf9IADMAEv9lADMAJP9lADMALf9BADMARP/iADMARv/iADMAR//iADMASP/iADMAUv/iADMAVP/iADMAgv9lADMAg/9lADMAhP9lADMAhf9lADMAhv9lADMAh/9lADMAiP9lADMAov/iADMAo//iADMApP/iADMApf/iADMApv/iADMAp//iADMAqP/iADMAqf/iADMAqv/iADMAq//iADMArP/iADMArf/iADMAsv/iADMAtP/iADMAtf/iADMAtv/iADMAt//iADMAuP/iADMAuv/iADMAwv9lADMAw//iADMAxf/iADMAx//iADMAzv/iADMA6f9IADMA7P9IADMA8P9IADMA+f9lADQABf/MADQACf/VADQACv/MADQADP/YADQADf/MADQAEv/VADQAJP/VADQAN/+yADQAOf/IADQAO/+rADQAPP+wADQAPf/AADQAP//IADQAQP/YADQAYP/YADQAbP/MADQAcv/MADQAfP/MADQAgv/VADQAg//VADQAhP/VADQAhf/VADQAhv/VADQAh//VADQAiP/VADQAn/+wADQAwv/VADQA0/+wADQA1P/AADQA1v/AADQA2P/AADQA5//MADQA6P/MADQA6v/MADQA6//MADQA+f/VADUAI//YADUAJv/YADUAKv/YADUAMv/YADUANP/YADUAN//IADUAOP/NADUAa//YADUAcP/YADUAif/YADUAlP/YADUAlf/YADUAlv/YADUAl//YADUAmP/YADUAmv/YADUAm//NADUAnP/NADUAnf/NADUAnv/NADUAxP/YADUAzf/YADcACf9tADcAD/9MADcAEP9MADcAEf9MADcAEv9tADcAHf9tADcAHv9tADcAIgAiADcAI/+yADcAJP9tADcAJv+yADcAKv+yADcALf84ADcAMv+yADcANP+yADcARP80ADcARv80ADcAR/80ADcASP80ADcASv9JADcAUP9tADcAUf9tADcAUv80ADcAU/9tADcAVP80ADcAVf9tADcAVv9OADcAWP9tADcAWf9cADcAWv+EADcAW/9TADcAXP9MADcAXf9aADcAa/+yADcAbf9MADcAb/9MADcAcP+yADcAd/9tADcAef9MADcAff9MADcAgv9tADcAg/9tADcAhP9tADcAhf9tADcAhv9tADcAh/9tADcAiP9tADcAif+yADcAlP+yADcAlf+yADcAlv+yADcAl/+yADcAmP+yADcAmv+yADcAov80ADcAo/80ADcApP80ADcApf80ADcApv80ADcAp/80ADcAqP80ADcAqf80ADcAqv80ADcAq/80ADcArP80ADcArf80ADcAsv80ADcAs/9tADcAtP80ADcAtf80ADcAtv80ADcAt/80ADcAuP80ADcAuv80ADcAu/9tADcAvP9tADcAvf9tADcAvv9tADcAv/9cADcAwf9cADcAwv9tADcAw/80ADcAxP+yADcAxf80ADcAx/80ADcAzP9tADcAzf+yADcAzv80ADcA0P9OADcA0v9OADcA1f9aADcA1/9aADcA2f9aADcA5f9MADcA5v9MADcA6f9MADcA7P9MADcA7/9MADcA8P9MADcA8v9MADcA8/9MADcA+f9tADgACf/YADgAEv/YADgAJP/YADgAgv/YADgAg//YADgAhP/YADgAhf/YADgAhv/YADgAh//YADgAiP/YADgAwv/YADgA+f/YADkABQAvADkACf92ADkACgAvADkADQAvADkAD/88ADkAEP99ADkAEf88ADkAEv92ADkAHf+oADkAHv+oADkAIgAxADkAI//YADkAJP92ADkAJv/YADkAKv/YADkALf9kADkAMv/YADkANP/YADkARP9/ADkARv9/ADkAR/9/ADkASP9/ADkAUP+oADkAUf+oADkAUv9/ADkAU/+oADkAVP9/ADkAVf+oADkAVv+BADkAWP+oADkAWf/VADkAWv/VADkAXP/VADkAXf+pADkAa//YADkAbAAvADkAbf99ADkAb/99ADkAcP/YADkAcgAvADkAdABQADkAdQBQADkAd/+oADkAef99ADkAewBQADkAfAAvADkAff99ADkAgv92ADkAg/92ADkAhP92ADkAhf92ADkAhv92ADkAh/92ADkAiP92ADkAif/YADkAlP/YADkAlf/YADkAlv/YADkAl//YADkAmP/YADkAmv/YADkAov9/ADkAo/9/ADkApP9/ADkApf9/ADkApv9/ADkAp/9/ADkAqP9/ADkAqf9/ADkAqv9/ADkAq/9/ADkArP9/ADkArf9/ADkAsv9/ADkAs/+oADkAtP9/ADkAtf9/ADkAtv9/ADkAt/9/ADkAuP9/ADkAuv9/ADkAu/+oADkAvP+oADkAvf+oADkAvv+oADkAv//VADkAwf/VADkAwv92ADkAw/9/ADkAxP/YADkAxf9/ADkAx/9/ADkAzP+oADkAzf/YADkAzv9/ADkA0P+BADkA0v+BADkA1f+pADkA1/+pADkA2f+pADkA5f99ADkA5v99ADkA5wAvADkA6AAvADkA6f88ADkA6gAvADkA6wAvADkA7P88ADkA7/99ADkA8P88ADkA8v99ADkA8/99ADkA+f92ADoABQAxADoACf+pADoACgAxADoADQAxADoAD/+cADoAEf+cADoAEv+pADoAHf+3ADoAHv+3ADoAJP+pADoALf+RADoARP+HADoARv+HADoAR/+HADoASP+HADoASv+mADoAUP+3ADoAUf+3ADoAUv+HADoAU/+3ADoAVP+HADoAVf+3ADoAVv+jADoAWP+3ADoAbAAxADoAcgAxADoAdAA8ADoAdQA8ADoAd/+3ADoAewA8ADoAfAAxADoAgv+pADoAg/+pADoAhP+pADoAhf+pADoAhv+pADoAh/+pADoAiP+pADoAov+HADoAo/+HADoApP+HADoApf+HADoApv+HADoAp/+HADoAqP+HADoAqf+HADoAqv+HADoAq/+HADoArP+HADoArf+HADoAsv+HADoAs/+3ADoAtP+HADoAtf+HADoAtv+HADoAt/+HADoAuP+HADoAuv+HADoAu/+3ADoAvP+3ADoAvf+3ADoAvv+3ADoAwv+pADoAw/+HADoAxf+HADoAx/+HADoAzP+3ADoAzv+HADoA0P+jADoA0v+jADoA5wAxADoA6AAxADoA6f+cADoA6gAxADoA6wAxADoA7P+cADoA8P+cADoA+f+pADsABQAkADsACgAkADsADQAkADsAEP+6ADsAI/+RADsAJv+RADsAKv+RADsAMv+RADsANP+RADsASf/IADsAV/+BADsAWf+5ADsAWv/QADsAXP+5ADsAa/+RADsAbAAkADsAbf+6ADsAb/+6ADsAcP+RADsAcgAkADsAef+6ADsAfAAkADsAff+6ADsAif+RADsAlP+RADsAlf+RADsAlv+RADsAl/+RADsAmP+RADsAmv+RADsAv/+5ADsAwf+5ADsAxP+RADsAzf+RADsA5f+6ADsA5v+6ADsA5wAkADsA6AAkADsA6gAkADsA6wAkADsA7/+6ADsA8v+6ADsA8/+6ADwABQA6ADwACf9pADwACgA6ADwADQA6ADwAD/78ADwAEP9BADwAEf78ADwAEv9pADwAHf+QADwAHv+QADwAIgAyADwAI//AADwAJP9pADwAJv/AADwAKv/AADwALf84ADwAMv/AADwANP/AADwARP88ADwARv88ADwAR/88ADwASP88ADwASv9RADwAUP+QADwAUf+QADwAUv88ADwAU/+QADwAVP88ADwAVf+QADwAVv88ADwAWP+QADwAXf+MADwAa//AADwAbAA6ADwAbf9BADwAb/9BADwAcP/AADwAcgA6ADwAdABHADwAdQBHADwAd/+QADwAef9BADwAewBHADwAfAA6ADwAff9BADwAgv9pADwAg/9pADwAhP9pADwAhf9pADwAhv9pADwAh/9pADwAiP9pADwAif/AADwAlP/AADwAlf/AADwAlv/AADwAl//AADwAmP/AADwAmv/AADwAov88ADwAo/88ADwApP88ADwApf88ADwApv88ADwAp/88ADwAqP88ADwAqf88ADwAqv88ADwAq/88ADwArP88ADwArf88ADwAsv88ADwAs/+QADwAtP88ADwAtf88ADwAtv88ADwAt/88ADwAuP88ADwAuv88ADwAu/+QADwAvP+QADwAvf+QADwAvv+QADwAwv9pADwAw/88ADwAxP/AADwAxf88ADwAx/88ADwAzP+QADwAzf/AADwAzv88ADwA0P88ADwA0v88ADwA1f+MADwA1/+MADwA2f+MADwA5f9BADwA5v9BADwA5wA6ADwA6AA6ADwA6f78ADwA6gA6ADwA6wA6ADwA7P78ADwA7/9BADwA8P78ADwA8v9BADwA8/9BADwA+f9pAD0AEP+uAD0AIgAmAD0AI//PAD0AJv/PAD0AKv/PAD0AMv/PAD0ANP/PAD0Aa//PAD0Abf+uAD0Ab/+uAD0AcP/PAD0Aef+uAD0Aff+uAD0Aif/PAD0AlP/PAD0Alf/PAD0Alv/PAD0Al//PAD0AmP/PAD0Amv/PAD0AxP/PAD0Azf/PAD0A5f+uAD0A5v+uAD0A7/+uAD0A8v+uAD0A8/+uAD4AI//YAD4AJv/YAD4AKv/YAD4AMv/YAD4ANP/YAD4ARP/cAD4ARv/cAD4AR//cAD4ASP/cAD4AUv/cAD4AVP/cAD4Aa//YAD4AcP/YAD4Aif/YAD4AlP/YAD4Alf/YAD4Alv/YAD4Al//YAD4AmP/YAD4Amv/YAD4Aov/cAD4Ao//cAD4ApP/cAD4Apf/cAD4Apv/cAD4Ap//cAD4AqP/cAD4Aqf/cAD4Aqv/cAD4Aq//cAD4ArP/cAD4Arf/cAD4Asv/cAD4AtP/cAD4Atf/cAD4Atv/cAD4At//cAD4AuP/cAD4Auv/cAD4Aw//cAD4AxP/YAD4Axf/cAD4Ax//cAD4Azf/YAD4Azv/cAD8ABf9BAD8ACv9BAD8ADf9BAD8AEP+9AD8AI//FAD8AJv/FAD8AKv/FAD8ALQBHAD8AMv/FAD8ANP/FAD8AN/9tAD8AOP/YAD8AOf92AD8AOv+aAD8APP9ZAD8AP/92AD8AV/+7AD8AWf/FAD8AWv/RAD8AXP/FAD8Aa//FAD8AbP9BAD8Abf+9AD8Ab/+9AD8AcP/FAD8Acv9BAD8AdP82AD8Adf82AD8Aef+9AD8Ae/82AD8AfP9BAD8Aff+9AD8Aif/FAD8AlP/FAD8Alf/FAD8Alv/FAD8Al//FAD8AmP/FAD8Amv/FAD8Am//YAD8AnP/YAD8Anf/YAD8Anv/YAD8An/9ZAD8Av//FAD8Awf/FAD8AxP/FAD8Azf/FAD8A0/9ZAD8A5f+9AD8A5v+9AD8A5/9BAD8A6P9BAD8A6v9BAD8A6/9BAD8A7/+9AD8A8v+9AD8A8/+9AEUABf+wAEUACv+wAEUADP/cAEUADf+wAEUAQP/cAEUAW//IAEUAYP/cAEUAbP+wAEUAcv+wAEUAfP+wAEUA5/+wAEUA6P+wAEUA6v+wAEUA6/+wAEgABf+wAEgACv+wAEgADP/cAEgADf+wAEgAQP/cAEgAW//IAEgAYP/cAEgAbP+wAEgAcv+wAEgAfP+wAEgA5/+wAEgA6P+wAEgA6v+wAEgA6/+wAEkABQBAAEkACgBAAEkADQBAAEkAD/+EAEkAEf+EAEkAbABAAEkAcgBAAEkAdABkAEkAdQBkAEkAewBkAEkAfABAAEkA5wBAAEkA6ABAAEkA6f+EAEkA6gBAAEkA6wBAAEkA7P+EAEkA8P+EAEsABf/EAEsACv/EAEsADf/EAEsAWf/cAEsAXP/NAEsAbP/EAEsAcv/EAEsAdP+GAEsAdf+GAEsAe/+GAEsAfP/EAEsAv//cAEsAwf/cAEsA5//EAEsA6P/EAEsA6v/EAEsA6//EAE4ARP/IAE4ARv/IAE4AR//IAE4ASP/IAE4AUv/IAE4AVP/IAE4Aov/IAE4Ao//IAE4ApP/IAE4Apf/IAE4Apv/IAE4Ap//IAE4AqP/IAE4Aqf/IAE4Aqv/IAE4Aq//IAE4ArP/IAE4Arf/IAE4Asv/IAE4AtP/IAE4Atf/IAE4Atv/IAE4At//IAE4AuP/IAE4Auv/IAE4Aw//IAE4Axf/IAE4Ax//IAE4Azv/IAFAABf/EAFAACv/EAFAADf/EAFAAWf/cAFAAXP/NAFAAbP/EAFAAcv/EAFAAdP+GAFAAdf+GAFAAe/+GAFAAfP/EAFAAv//cAFAAwf/cAFAA5//EAFAA6P/EAFAA6v/EAFAA6//EAFEABf/EAFEACv/EAFEADf/EAFEAWf/cAFEAXP/NAFEAbP/EAFEAcv/EAFEAdP+GAFEAdf+GAFEAe/+GAFEAfP/EAFEAv//cAFEAwf/cAFEA5//EAFEA6P/EAFEA6v/EAFEA6//EAFIABf+wAFIACv+wAFIADP/cAFIADf+wAFIAQP/cAFIAW//IAFIAYP/cAFIAbP+wAFIAcv+wAFIAfP+wAFIA5/+wAFIA6P+wAFIA6v+wAFIA6/+wAFMABf+wAFMACv+wAFMADP/cAFMADf+wAFMAQP/cAFMAW//IAFMAYP/cAFMAbP+wAFMAcv+wAFMAfP+wAFMA5/+wAFMA6P+wAFMA6v+wAFMA6/+wAFUAD/9ZAFUAEf9ZAFUARP/YAFUARv/YAFUAR//YAFUASP/YAFUAUv/YAFUAVP/YAFUAov/YAFUAo//YAFUApP/YAFUApf/YAFUApv/YAFUAp//YAFUAqP/YAFUAqf/YAFUAqv/YAFUAq//YAFUArP/YAFUArf/YAFUAsv/YAFUAtP/YAFUAtf/YAFUAtv/YAFUAt//YAFUAuP/YAFUAuv/YAFUAw//YAFUAxf/YAFUAx//YAFUAzv/YAFUA6f9ZAFUA7P9ZAFUA8P9ZAFkACf/FAFkAD/9pAFkAEf9pAFkAEv/FAFkAJP/FAFkARP/fAFkARv/fAFkAR//fAFkASP/fAFkAUv/fAFkAVP/fAFkAgv/FAFkAg//FAFkAhP/FAFkAhf/FAFkAhv/FAFkAh//FAFkAiP/FAFkAov/fAFkAo//fAFkApP/fAFkApf/fAFkApv/fAFkAp//fAFkAqP/fAFkAqf/fAFkAqv/fAFkAq//fAFkArP/fAFkArf/fAFkAsv/fAFkAtP/fAFkAtf/fAFkAtv/fAFkAt//fAFkAuP/fAFkAuv/fAFkAwv/FAFkAw//fAFkAxf/fAFkAx//fAFkAzv/fAFkA6f9pAFkA7P9pAFkA8P9pAFkA+f/FAFoACf/RAFoAD/+aAFoAEf+aAFoAEv/RAFoAJP/RAFoAgv/RAFoAg//RAFoAhP/RAFoAhf/RAFoAhv/RAFoAh//RAFoAiP/RAFoAwv/RAFoA6f+aAFoA7P+aAFoA8P+aAFoA+f/RAFsARP/IAFsARv/IAFsAR//IAFsASP/IAFsAUv/IAFsAVP/IAFsAov/IAFsAo//IAFsApP/IAFsApf/IAFsApv/IAFsAp//IAFsAqP/IAFsAqf/IAFsAqv/IAFsAq//IAFsArP/IAFsArf/IAFsAsv/IAFsAtP/IAFsAtf/IAFsAtv/IAFsAt//IAFsAuP/IAFsAuv/IAFsAw//IAFsAxf/IAFsAx//IAFsAzv/IAFwACf/FAFwAD/9ZAFwAEf9ZAFwAEv/FAFwAJP/FAFwARP/fAFwARv/fAFwAR//fAFwASP/fAFwAUv/fAFwAVP/fAFwAgv/FAFwAg//FAFwAhP/FAFwAhf/FAFwAhv/FAFwAh//FAFwAiP/FAFwAov/fAFwAo//fAFwApP/fAFwApf/fAFwApv/fAFwAp//fAFwAqP/fAFwAqf/fAFwAqv/fAFwAq//fAFwArP/fAFwArf/fAFwAsv/fAFwAtP/fAFwAtf/fAFwAtv/fAFwAt//fAFwAuP/fAFwAuv/fAFwAwv/FAFwAw//fAFwAxf/fAFwAx//fAFwAzv/fAFwA6f9ZAFwA7P9ZAFwA8P9ZAFwA+f/FAF4AI//YAF4AJv/YAF4AKv/YAF4AMv/YAF4ANP/YAF4ARP/cAF4ARv/cAF4AR//cAF4ASP/cAF4AUv/cAF4AVP/cAF4Aa//YAF4AcP/YAF4Aif/YAF4AlP/YAF4Alf/YAF4Alv/YAF4Al//YAF4AmP/YAF4Amv/YAF4Aov/cAF4Ao//cAF4ApP/cAF4Apf/cAF4Apv/cAF4Ap//cAF4AqP/cAF4Aqf/cAF4Aqv/cAF4Aq//cAF4ArP/cAF4Arf/cAF4Asv/cAF4AtP/cAF4Atf/cAF4Atv/cAF4At//cAF4AuP/cAF4Auv/cAF4Aw//cAF4AxP/YAF4Axf/cAF4Ax//cAF4Azf/YAF4Azv/cAGsABf/MAGsACf/VAGsACv/MAGsADP/YAGsADf/MAGsAEv/VAGsAJP/VAGsAN/+yAGsAOf/IAGsAO/+rAGsAPP+wAGsAPf/AAGsAP//IAGsAQP/YAGsAYP/YAGsAbP/MAGsAcv/MAGsAfP/MAGsAgv/VAGsAg//VAGsAhP/VAGsAhf/VAGsAhv/VAGsAh//VAGsAiP/VAGsAn/+wAGsAwv/VAGsA0/+wAGsA1P/AAGsA1v/AAGsA2P/AAGsA5//MAGsA6P/MAGsA6v/MAGsA6//MAGsA+f/VAGwACf9QAGwAD//UAGwAEP/YAGwAEf/UAGwAEv9QAGwAJP9QAGwAOQAvAGwAOgAhAGwAPAAqAGwAPwAvAGwARP+gAGwARv+gAGwAR/+gAGwASP+gAGwAUv+gAGwAVP+gAGwAbf/YAGwAb//YAGwAef/YAGwAff/YAGwAgv9QAGwAg/9QAGwAhP9QAGwAhf9QAGwAhv9QAGwAh/9QAGwAiP9QAGwAnwAqAGwAov+gAGwAo/+gAGwApP+gAGwApf+gAGwApv+gAGwAp/+gAGwAqP+gAGwAqf+gAGwAqv+gAGwAq/+gAGwArP+gAGwArf+gAGwAsv+gAGwAtP+gAGwAtf+gAGwAtv+gAGwAt/+gAGwAuP+gAGwAuv+gAGwAwv9QAGwAw/+gAGwAxf+gAGwAx/+gAGwAzv+gAGwA0wAqAGwA5f/YAGwA5v/YAGwA6f/UAGwA7P/UAGwA7//YAGwA8P/UAGwA8v/YAGwA8//YAGwA+f9QAG0ABf/YAG0ACf+9AG0ACv/YAG0ADf/YAG0AD/9VAG0AEf9VAG0AEv+9AG0AJP+9AG0AN/88AG0AOf99AG0AO/+6AG0APP8xAG0APf/GAG0AP/99AG0AbP/YAG0Acv/YAG0AfP/YAG0Agv+9AG0Ag/+9AG0AhP+9AG0Ahf+9AG0Ahv+9AG0Ah/+9AG0AiP+9AG0An/8xAG0Awv+9AG0A0/8xAG0A1P/GAG0A1v/GAG0A2P/GAG0A5//YAG0A6P/YAG0A6f9VAG0A6v/YAG0A6//YAG0A7P9VAG0A8P9VAG0A+f+9AG8ABf/YAG8ACf+9AG8ACv/YAG8ADf/YAG8AD/9VAG8AEf9VAG8AEv+9AG8AJP+9AG8AN/88AG8AOf99AG8AO/+6AG8APP8xAG8APf/GAG8AP/99AG8AbP/YAG8Acv/YAG8AfP/YAG8Agv+9AG8Ag/+9AG8AhP+9AG8Ahf+9AG8Ahv+9AG8Ah/+9AG8AiP+9AG8An/8xAG8Awv+9AG8A0/8xAG8A1P/GAG8A1v/GAG8A2P/GAG8A5//YAG8A6P/YAG8A6f9VAG8A6v/YAG8A6//YAG8A7P9VAG8A8P9VAG8A+f+9AHAABf/MAHAACf/VAHAACv/MAHAADP/YAHAADf/MAHAAEv/VAHAAJP/VAHAAN/+yAHAAOf/IAHAAO/+rAHAAPP+wAHAAPf/AAHAAP//IAHAAQP/YAHAAYP/YAHAAbP/MAHAAcv/MAHAAfP/MAHAAgv/VAHAAg//VAHAAhP/VAHAAhf/VAHAAhv/VAHAAh//VAHAAiP/VAHAAn/+wAHAAwv/VAHAA0/+wAHAA1P/AAHAA1v/AAHAA2P/AAHAA5//MAHAA6P/MAHAA6v/MAHAA6//MAHAA+f/VAHIACf9QAHIAD//UAHIAEP/YAHIAEf/UAHIAEv9QAHIAJP9QAHIAOQAvAHIAOgAhAHIAPAAqAHIAPwAvAHIARP+gAHIARv+gAHIAR/+gAHIASP+gAHIAUv+gAHIAVP+gAHIAbf/YAHIAb//YAHIAef/YAHIAff/YAHIAgv9QAHIAg/9QAHIAhP9QAHIAhf9QAHIAhv9QAHIAh/9QAHIAiP9QAHIAnwAqAHIAov+gAHIAo/+gAHIApP+gAHIApf+gAHIApv+gAHIAp/+gAHIAqP+gAHIAqf+gAHIAqv+gAHIAq/+gAHIArP+gAHIArf+gAHIAsv+gAHIAtP+gAHIAtf+gAHIAtv+gAHIAt/+gAHIAuP+gAHIAuv+gAHIAwv9QAHIAw/+gAHIAxf+gAHIAx/+gAHIAzv+gAHIA0wAqAHIA5f/YAHIA5v/YAHIA6f/UAHIA7P/UAHIA7//YAHIA8P/UAHIA8v/YAHIA8//YAHIA+f9QAHQACf9FAHQAEv9FAHQAJP9FAHQAOQAxAHQAOgAxAHQAPAAoAHQAPwAxAHQAgv9FAHQAg/9FAHQAhP9FAHQAhf9FAHQAhv9FAHQAh/9FAHQAiP9FAHQAnwAoAHQAwv9FAHQA0wAoAHQA+f9FAHUACf9FAHUAEv9FAHUAJP9FAHUAOQAxAHUAOgAxAHUAPAAoAHUAPwAxAHUAgv9FAHUAg/9FAHUAhP9FAHUAhf9FAHUAhv9FAHUAh/9FAHUAiP9FAHUAnwAoAHUAwv9FAHUA0wAoAHUA+f9FAHkABf/YAHkACf+9AHkACv/YAHkADf/YAHkAD/9VAHkAEf9VAHkAEv+9AHkAJP+9AHkAN/88AHkAOf99AHkAO/+6AHkAPP8xAHkAPf/GAHkAP/99AHkAbP/YAHkAcv/YAHkAfP/YAHkAgv+9AHkAg/+9AHkAhP+9AHkAhf+9AHkAhv+9AHkAh/+9AHkAiP+9AHkAn/8xAHkAwv+9AHkA0/8xAHkA1P/GAHkA1v/GAHkA2P/GAHkA5//YAHkA6P/YAHkA6f9VAHkA6v/YAHkA6//YAHkA7P9VAHkA8P9VAHkA+f+9AHsACf9FAHsAEv9FAHsAJP9FAHsAOQAxAHsAOgAxAHsAPAAoAHsAPwAxAHsAgv9FAHsAg/9FAHsAhP9FAHsAhf9FAHsAhv9FAHsAh/9FAHsAiP9FAHsAnwAoAHsAwv9FAHsA0wAoAHsA+f9FAHwACf9QAHwAD//UAHwAEP/YAHwAEf/UAHwAEv9QAHwAJP9QAHwAOQAvAHwAOgAhAHwAPAAqAHwAPwAvAHwARP+gAHwARv+gAHwAR/+gAHwASP+gAHwAUv+gAHwAVP+gAHwAbf/YAHwAb//YAHwAef/YAHwAff/YAHwAgv9QAHwAg/9QAHwAhP9QAHwAhf9QAHwAhv9QAHwAh/9QAHwAiP9QAHwAnwAqAHwAov+gAHwAo/+gAHwApP+gAHwApf+gAHwApv+gAHwAp/+gAHwAqP+gAHwAqf+gAHwAqv+gAHwAq/+gAHwArP+gAHwArf+gAHwAsv+gAHwAtP+gAHwAtf+gAHwAtv+gAHwAt/+gAHwAuP+gAHwAuv+gAHwAwv9QAHwAw/+gAHwAxf+gAHwAx/+gAHwAzv+gAHwA0wAqAHwA5f/YAHwA5v/YAHwA6f/UAHwA7P/UAHwA7//YAHwA8P/UAHwA8v/YAHwA8//YAHwA+f9QAH0ABf/YAH0ACf+9AH0ACv/YAH0ADf/YAH0AD/9VAH0AEf9VAH0AEv+9AH0AJP+9AH0AN/88AH0AOf99AH0AO/+6AH0APP8xAH0APf/GAH0AP/99AH0AbP/YAH0Acv/YAH0AfP/YAH0Agv+9AH0Ag/+9AH0AhP+9AH0Ahf+9AH0Ahv+9AH0Ah/+9AH0AiP+9AH0An/8xAH0Awv+9AH0A0/8xAH0A1P/GAH0A1v/GAH0A2P/GAH0A5//YAH0A6P/YAH0A6f9VAH0A6v/YAH0A6//YAH0A7P9VAH0A8P9VAH0A+f+9AIIABf9BAIIACv9BAIIADf9BAIIAEP+9AIIAI//FAIIAJv/FAIIAKv/FAIIALQBHAIIAMv/FAIIANP/FAIIAN/9tAIIAOP/YAIIAOf92AIIAOv+aAIIAPP9ZAIIAP/92AIIAV/+7AIIAWf/FAIIAWv/RAIIAXP/FAIIAa//FAIIAbP9BAIIAbf+9AIIAb/+9AIIAcP/FAIIAcv9BAIIAdP82AIIAdf82AIIAef+9AIIAe/82AIIAfP9BAIIAff+9AIIAif/FAIIAlP/FAIIAlf/FAIIAlv/FAIIAl//FAIIAmP/FAIIAmv/FAIIAm//YAIIAnP/YAIIAnf/YAIIAnv/YAIIAn/9ZAIIAv//FAIIAwf/FAIIAxP/FAIIAzf/FAIIA0/9ZAIIA5f+9AIIA5v+9AIIA5/9BAIIA6P9BAIIA6v9BAIIA6/9BAIIA7/+9AIIA8v+9AIIA8/+9AIMABf9BAIMACv9BAIMADf9BAIMAEP+9AIMAI//FAIMAJv/FAIMAKv/FAIMALQBHAIMAMv/FAIMANP/FAIMAN/9tAIMAOP/YAIMAOf92AIMAOv+aAIMAPP9ZAIMAP/92AIMAV/+7AIMAWf/FAIMAWv/RAIMAXP/FAIMAa//FAIMAbP9BAIMAbf+9AIMAb/+9AIMAcP/FAIMAcv9BAIMAdP82AIMAdf82AIMAef+9AIMAe/82AIMAfP9BAIMAff+9AIMAif/FAIMAlP/FAIMAlf/FAIMAlv/FAIMAl//FAIMAmP/FAIMAmv/FAIMAm//YAIMAnP/YAIMAnf/YAIMAnv/YAIMAn/9ZAIMAv//FAIMAwf/FAIMAxP/FAIMAzf/FAIMA0/9ZAIMA5f+9AIMA5v+9AIMA5/9BAIMA6P9BAIMA6v9BAIMA6/9BAIMA7/+9AIMA8v+9AIMA8/+9AIQABf9BAIQACv9BAIQADf9BAIQAEP+9AIQAI//FAIQAJv/FAIQAKv/FAIQALQBHAIQAMv/FAIQANP/FAIQAN/9tAIQAOP/YAIQAOf92AIQAOv+aAIQAPP9ZAIQAP/92AIQAV/+7AIQAWf/FAIQAWv/RAIQAXP/FAIQAa//FAIQAbP9BAIQAbf+9AIQAb/+9AIQAcP/FAIQAcv9BAIQAdP82AIQAdf82AIQAef+9AIQAe/82AIQAfP9BAIQAff+9AIQAif/FAIQAlP/FAIQAlf/FAIQAlv/FAIQAl//FAIQAmP/FAIQAmv/FAIQAm//YAIQAnP/YAIQAnf/YAIQAnv/YAIQAn/9ZAIQAv//FAIQAwf/FAIQAxP/FAIQAzf/FAIQA0/9ZAIQA5f+9AIQA5v+9AIQA5/9BAIQA6P9BAIQA6v9BAIQA6/9BAIQA7/+9AIQA8v+9AIQA8/+9AIUABf9BAIUACv9BAIUADf9BAIUAEP+9AIUAI//FAIUAJv/FAIUAKv/FAIUALQBHAIUAMv/FAIUANP/FAIUAN/9tAIUAOP/YAIUAOf92AIUAOv+aAIUAPP9ZAIUAP/92AIUAV/+7AIUAWf/FAIUAWv/RAIUAXP/FAIUAa//FAIUAbP9BAIUAbf+9AIUAb/+9AIUAcP/FAIUAcv9BAIUAdP82AIUAdf82AIUAef+9AIUAe/82AIUAfP9BAIUAff+9AIUAif/FAIUAlP/FAIUAlf/FAIUAlv/FAIUAl//FAIUAmP/FAIUAmv/FAIUAm//YAIUAnP/YAIUAnf/YAIUAnv/YAIUAn/9ZAIUAv//FAIUAwf/FAIUAxP/FAIUAzf/FAIUA0/9ZAIUA5f+9AIUA5v+9AIUA5/9BAIUA6P9BAIUA6v9BAIUA6/9BAIUA7/+9AIUA8v+9AIUA8/+9AIYABf9BAIYACv9BAIYADf9BAIYAEP+9AIYAI//FAIYAJv/FAIYAKv/FAIYALQBHAIYAMv/FAIYANP/FAIYAN/9tAIYAOP/YAIYAOf92AIYAOv+aAIYAPP9ZAIYAP/92AIYAV/+7AIYAWf/FAIYAWv/RAIYAXP/FAIYAa//FAIYAbP9BAIYAbf+9AIYAb/+9AIYAcP/FAIYAcv9BAIYAdP82AIYAdf82AIYAef+9AIYAe/82AIYAfP9BAIYAff+9AIYAif/FAIYAlP/FAIYAlf/FAIYAlv/FAIYAl//FAIYAmP/FAIYAmv/FAIYAm//YAIYAnP/YAIYAnf/YAIYAnv/YAIYAn/9ZAIYAv//FAIYAwf/FAIYAxP/FAIYAzf/FAIYA0/9ZAIYA5f+9AIYA5v+9AIYA5/9BAIYA6P9BAIYA6v9BAIYA6/9BAIYA7/+9AIYA8v+9AIYA8/+9AIcABf9BAIcACv9BAIcADf9BAIcAEP+9AIcAI//FAIcAJv/FAIcAKv/FAIcALQBHAIcAMv/FAIcANP/FAIcAN/9tAIcAOP/YAIcAOf92AIcAOv+aAIcAPP9ZAIcAP/92AIcAV/+7AIcAWf/FAIcAWv/RAIcAXP/FAIcAa//FAIcAbP9BAIcAbf+9AIcAb/+9AIcAcP/FAIcAcv9BAIcAdP82AIcAdf82AIcAef+9AIcAe/82AIcAfP9BAIcAff+9AIcAif/FAIcAlP/FAIcAlf/FAIcAlv/FAIcAl//FAIcAmP/FAIcAmv/FAIcAm//YAIcAnP/YAIcAnf/YAIcAnv/YAIcAn/9ZAIcAv//FAIcAwf/FAIcAxP/FAIcAzf/FAIcA0/9ZAIcA5f+9AIcA5v+9AIcA5/9BAIcA6P9BAIcA6v9BAIcA6/9BAIcA7/+9AIcA8v+9AIcA8/+9AIkAEP+PAIkAbf+PAIkAb/+PAIkAef+PAIkAff+PAIkA5f+PAIkA5v+PAIkA7/+PAIkA8v+PAIkA8/+PAJIABf/MAJIACf/VAJIACv/MAJIADP/YAJIADf/MAJIAEv/VAJIAJP/VAJIAN/+yAJIAOf/IAJIAO/+rAJIAPP+wAJIAPf/AAJIAP//IAJIAQP/YAJIAYP/YAJIAbP/MAJIAcv/MAJIAfP/MAJIAgv/VAJIAg//VAJIAhP/VAJIAhf/VAJIAhv/VAJIAh//VAJIAiP/VAJIAn/+wAJIAwv/VAJIA0/+wAJIA1P/AAJIA1v/AAJIA2P/AAJIA5//MAJIA6P/MAJIA6v/MAJIA6//MAJIA+f/VAJQABf/MAJQACf/VAJQACv/MAJQADP/YAJQADf/MAJQAEv/VAJQAJP/VAJQAN/+yAJQAOf/IAJQAO/+rAJQAPP+wAJQAPf/AAJQAP//IAJQAQP/YAJQAYP/YAJQAbP/MAJQAcv/MAJQAfP/MAJQAgv/VAJQAg//VAJQAhP/VAJQAhf/VAJQAhv/VAJQAh//VAJQAiP/VAJQAn/+wAJQAwv/VAJQA0/+wAJQA1P/AAJQA1v/AAJQA2P/AAJQA5//MAJQA6P/MAJQA6v/MAJQA6//MAJQA+f/VAJUABf/MAJUACf/VAJUACv/MAJUADP/YAJUADf/MAJUAEv/VAJUAJP/VAJUAN/+yAJUAOf/IAJUAO/+rAJUAPP+wAJUAPf/AAJUAP//IAJUAQP/YAJUAYP/YAJUAbP/MAJUAcv/MAJUAfP/MAJUAgv/VAJUAg//VAJUAhP/VAJUAhf/VAJUAhv/VAJUAh//VAJUAiP/VAJUAn/+wAJUAwv/VAJUA0/+wAJUA1P/AAJUA1v/AAJUA2P/AAJUA5//MAJUA6P/MAJUA6v/MAJUA6//MAJUA+f/VAJYABf/MAJYACf/VAJYACv/MAJYADP/YAJYADf/MAJYAEv/VAJYAJP/VAJYAN/+yAJYAOf/IAJYAO/+rAJYAPP+wAJYAPf/AAJYAP//IAJYAQP/YAJYAYP/YAJYAbP/MAJYAcv/MAJYAfP/MAJYAgv/VAJYAg//VAJYAhP/VAJYAhf/VAJYAhv/VAJYAh//VAJYAiP/VAJYAn/+wAJYAwv/VAJYA0/+wAJYA1P/AAJYA1v/AAJYA2P/AAJYA5//MAJYA6P/MAJYA6v/MAJYA6//MAJYA+f/VAJcABf/MAJcACf/VAJcACv/MAJcADP/YAJcADf/MAJcAEv/VAJcAJP/VAJcAN/+yAJcAOf/IAJcAO/+rAJcAPP+wAJcAPf/AAJcAP//IAJcAQP/YAJcAYP/YAJcAbP/MAJcAcv/MAJcAfP/MAJcAgv/VAJcAg//VAJcAhP/VAJcAhf/VAJcAhv/VAJcAh//VAJcAiP/VAJcAn/+wAJcAwv/VAJcA0/+wAJcA1P/AAJcA1v/AAJcA2P/AAJcA5//MAJcA6P/MAJcA6v/MAJcA6//MAJcA+f/VAJgABf/MAJgACf/VAJgACv/MAJgADP/YAJgADf/MAJgAEv/VAJgAJP/VAJgAN/+yAJgAOf/IAJgAO/+rAJgAPP+wAJgAPf/AAJgAP//IAJgAQP/YAJgAYP/YAJgAbP/MAJgAcv/MAJgAfP/MAJgAgv/VAJgAg//VAJgAhP/VAJgAhf/VAJgAhv/VAJgAh//VAJgAiP/VAJgAn/+wAJgAwv/VAJgA0/+wAJgA1P/AAJgA1v/AAJgA2P/AAJgA5//MAJgA6P/MAJgA6v/MAJgA6//MAJgA+f/VAJsACf/YAJsAEv/YAJsAJP/YAJsAgv/YAJsAg//YAJsAhP/YAJsAhf/YAJsAhv/YAJsAh//YAJsAiP/YAJsAwv/YAJsA+f/YAJwACf/YAJwAEv/YAJwAJP/YAJwAgv/YAJwAg//YAJwAhP/YAJwAhf/YAJwAhv/YAJwAh//YAJwAiP/YAJwAwv/YAJwA+f/YAJ0ACf/YAJ0AEv/YAJ0AJP/YAJ0Agv/YAJ0Ag//YAJ0AhP/YAJ0Ahf/YAJ0Ahv/YAJ0Ah//YAJ0AiP/YAJ0Awv/YAJ0A+f/YAJ4ACf/YAJ4AEv/YAJ4AJP/YAJ4Agv/YAJ4Ag//YAJ4AhP/YAJ4Ahf/YAJ4Ahv/YAJ4Ah//YAJ4AiP/YAJ4Awv/YAJ4A+f/YAJ8ABQA6AJ8ACf9pAJ8ACgA6AJ8ADQA6AJ8AD/78AJ8AEP9BAJ8AEf78AJ8AEv9pAJ8AHf+QAJ8AHv+QAJ8AIgAyAJ8AI//AAJ8AJP9pAJ8AJv/AAJ8AKv/AAJ8ALf84AJ8AMv/AAJ8ANP/AAJ8ARP88AJ8ARv88AJ8AR/88AJ8ASP88AJ8ASv9RAJ8AUP+QAJ8AUf+QAJ8AUv88AJ8AU/+QAJ8AVP88AJ8AVf+QAJ8AVv88AJ8AWP+QAJ8AXf+MAJ8Aa//AAJ8AbAA6AJ8Abf9BAJ8Ab/9BAJ8AcP/AAJ8AcgA6AJ8AdABHAJ8AdQBHAJ8Ad/+QAJ8Aef9BAJ8AewBHAJ8AfAA6AJ8Aff9BAJ8Agv9pAJ8Ag/9pAJ8AhP9pAJ8Ahf9pAJ8Ahv9pAJ8Ah/9pAJ8AiP9pAJ8Aif/AAJ8AlP/AAJ8Alf/AAJ8Alv/AAJ8Al//AAJ8AmP/AAJ8Amv/AAJ8Aov88AJ8Ao/88AJ8ApP88AJ8Apf88AJ8Apv88AJ8Ap/88AJ8AqP88AJ8Aqf88AJ8Aqv88AJ8Aq/88AJ8ArP88AJ8Arf88AJ8Asv88AJ8As/+QAJ8AtP88AJ8Atf88AJ8Atv88AJ8At/88AJ8AuP88AJ8Auv88AJ8Au/+QAJ8AvP+QAJ8Avf+QAJ8Avv+QAJ8Awv9pAJ8Aw/88AJ8AxP/AAJ8Axf88AJ8Ax/88AJ8AzP+QAJ8Azf/AAJ8Azv88AJ8A0P88AJ8A0v88AJ8A1f+MAJ8A1/+MAJ8A2f+MAJ8A5f9BAJ8A5v9BAJ8A5wA6AJ8A6AA6AJ8A6f78AJ8A6gA6AJ8A6wA6AJ8A7P78AJ8A7/9BAJ8A8P78AJ8A8v9BAJ8A8/9BAJ8A+f9pAKAABf/MAKAACf/VAKAACv/MAKAADP/YAKAADf/MAKAAEv/VAKAAJP/VAKAAN/+yAKAAOf/IAKAAO/+rAKAAPP+wAKAAPf/AAKAAP//IAKAAQP/YAKAAYP/YAKAAbP/MAKAAcv/MAKAAfP/MAKAAgv/VAKAAg//VAKAAhP/VAKAAhf/VAKAAhv/VAKAAh//VAKAAiP/VAKAAn/+wAKAAwv/VAKAA0/+wAKAA1P/AAKAA1v/AAKAA2P/AAKAA5//MAKAA6P/MAKAA6v/MAKAA6//MAKAA+f/VAKgABf+wAKgACv+wAKgADP/cAKgADf+wAKgAQP/cAKgAW//IAKgAYP/cAKgAbP+wAKgAcv+wAKgAfP+wAKgA5/+wAKgA6P+wAKgA6v+wAKgA6/+wAKoABf+wAKoACv+wAKoADP/cAKoADf+wAKoAQP/cAKoAW//IAKoAYP/cAKoAbP+wAKoAcv+wAKoAfP+wAKoA5/+wAKoA6P+wAKoA6v+wAKoA6/+wAKsABf+wAKsACv+wAKsADP/cAKsADf+wAKsAQP/cAKsAW//IAKsAYP/cAKsAbP+wAKsAcv+wAKsAfP+wAKsA5/+wAKsA6P+wAKsA6v+wAKsA6/+wAKwABf+wAKwACv+wAKwADP/cAKwADf+wAKwAQP/cAKwAW//IAKwAYP/cAKwAbP+wAKwAcv+wAKwAfP+wAKwA5/+wAKwA6P+wAKwA6v+wAKwA6/+wAK0ABf+wAK0ACv+wAK0ADP/cAK0ADf+wAK0AQP/cAK0AW//IAK0AYP/cAK0AbP+wAK0Acv+wAK0AfP+wAK0A5/+wAK0A6P+wAK0A6v+wAK0A6/+wALMABf/EALMACv/EALMADf/EALMAWf/cALMAXP/NALMAbP/EALMAcv/EALMAdP+GALMAdf+GALMAe/+GALMAfP/EALMAv//cALMAwf/cALMA5//EALMA6P/EALMA6v/EALMA6//EALQABf+wALQACv+wALQADP/cALQADf+wALQAQP/cALQAW//IALQAYP/cALQAbP+wALQAcv+wALQAfP+wALQA5/+wALQA6P+wALQA6v+wALQA6/+wALUABf+wALUACv+wALUADP/cALUADf+wALUAQP/cALUAW//IALUAYP/cALUAbP+wALUAcv+wALUAfP+wALUA5/+wALUA6P+wALUA6v+wALUA6/+wALYABf+wALYACv+wALYADP/cALYADf+wALYAQP/cALYAW//IALYAYP/cALYAbP+wALYAcv+wALYAfP+wALYA5/+wALYA6P+wALYA6v+wALYA6/+wALcABf+wALcACv+wALcADP/cALcADf+wALcAQP/cALcAW//IALcAYP/cALcAbP+wALcAcv+wALcAfP+wALcA5/+wALcA6P+wALcA6v+wALcA6/+wALgABf+wALgACv+wALgADP/cALgADf+wALgAQP/cALgAW//IALgAYP/cALgAbP+wALgAcv+wALgAfP+wALgA5/+wALgA6P+wALgA6v+wALgA6/+wALoABf+wALoACv+wALoADP/cALoADf+wALoAQP/cALoAW//IALoAYP/cALoAbP+wALoAcv+wALoAfP+wALoA5/+wALoA6P+wALoA6v+wALoA6/+wAL8ACf/FAL8AD/9pAL8AEf9pAL8AEv/FAL8AJP/FAL8ARP/fAL8ARv/fAL8AR//fAL8ASP/fAL8AUv/fAL8AVP/fAL8Agv/FAL8Ag//FAL8AhP/FAL8Ahf/FAL8Ahv/FAL8Ah//FAL8AiP/FAL8Aov/fAL8Ao//fAL8ApP/fAL8Apf/fAL8Apv/fAL8Ap//fAL8AqP/fAL8Aqf/fAL8Aqv/fAL8Aq//fAL8ArP/fAL8Arf/fAL8Asv/fAL8AtP/fAL8Atf/fAL8Atv/fAL8At//fAL8AuP/fAL8Auv/fAL8Awv/FAL8Aw//fAL8Axf/fAL8Ax//fAL8Azv/fAL8A6f9pAL8A7P9pAL8A8P9pAL8A+f/FAMAABf+wAMAACv+wAMAADP/cAMAADf+wAMAAQP/cAMAAW//IAMAAYP/cAMAAbP+wAMAAcv+wAMAAfP+wAMAA5/+wAMAA6P+wAMAA6v+wAMAA6/+wAMEACf/FAMEAD/9pAMEAEf9pAMEAEv/FAMEAJP/FAMEARP/fAMEARv/fAMEAR//fAMEASP/fAMEAUv/fAMEAVP/fAMEAgv/FAMEAg//FAMEAhP/FAMEAhf/FAMEAhv/FAMEAh//FAMEAiP/FAMEAov/fAMEAo//fAMEApP/fAMEApf/fAMEApv/fAMEAp//fAMEAqP/fAMEAqf/fAMEAqv/fAMEAq//fAMEArP/fAMEArf/fAMEAsv/fAMEAtP/fAMEAtf/fAMEAtv/fAMEAt//fAMEAuP/fAMEAuv/fAMEAwv/FAMEAw//fAMEAxf/fAMEAx//fAMEAzv/fAMEA6f9pAMEA7P9pAMEA8P9pAMEA+f/FAMIABf9BAMIACv9BAMIADf9BAMIAEP+9AMIAI//FAMIAJv/FAMIAKv/FAMIALQBHAMIAMv/FAMIANP/FAMIAN/9tAMIAOP/YAMIAOf92AMIAOv+aAMIAPP9ZAMIAP/92AMIAV/+7AMIAWf/FAMIAWv/RAMIAXP/FAMIAa//FAMIAbP9BAMIAbf+9AMIAb/+9AMIAcP/FAMIAcv9BAMIAdP82AMIAdf82AMIAef+9AMIAe/82AMIAfP9BAMIAff+9AMIAif/FAMIAlP/FAMIAlf/FAMIAlv/FAMIAl//FAMIAmP/FAMIAmv/FAMIAm//YAMIAnP/YAMIAnf/YAMIAnv/YAMIAn/9ZAMIAv//FAMIAwf/FAMIAxP/FAMIAzf/FAMIA0/9ZAMIA5f+9AMIA5v+9AMIA5/9BAMIA6P9BAMIA6v9BAMIA6/9BAMIA7/+9AMIA8v+9AMIA8/+9AMQAEP+PAMQAbf+PAMQAb/+PAMQAef+PAMQAff+PAMQA5f+PAMQA5v+PAMQA7/+PAMQA8v+PAMQA8/+PAMcABf+wAMcACv+wAMcADP/cAMcADf+wAMcAQP/cAMcAW//IAMcAYP/cAMcAbP+wAMcAcv+wAMcAfP+wAMcA5/+wAMcA6P+wAMcA6v+wAMcA6/+wAMkABf9kAMkACv9kAMkADf9kAMkAEP+eAMkAOf9VAMkAOv99AMkAPP9ZAMkAP/9VAMkAWf+wAMkAWv/IAMkAXP+wAMkAbP9kAMkAbf+eAMkAb/+eAMkAcv9kAMkAdP94AMkAdf94AMkAef+eAMkAe/94AMkAfP9kAMkAff+eAMkAn/9ZAMkAv/+wAMkAwf+wAMkA0/9ZAMkA5f+eAMkA5v+eAMkA5/9kAMkA6P9kAMkA6v9kAMkA6/9kAMkA7/+eAMkA8v+eAMkA8/+eAMwABf/EAMwACv/EAMwADf/EAMwAWf/cAMwAXP/NAMwAbP/EAMwAcv/EAMwAdP+GAMwAdf+GAMwAe/+GAMwAfP/EAMwAv//cAMwAwf/cAMwA5//EAMwA6P/EAMwA6v/EAMwA6//EAM4ABf+wAM4ACv+wAM4ADP/cAM4ADf+wAM4AQP/cAM4AW//IAM4AYP/cAM4AbP+wAM4Acv+wAM4AfP+wAM4A5/+wAM4A6P+wAM4A6v+wAM4A6/+wANMABQA6ANMACf9pANMACgA6ANMADQA6ANMAD/78ANMAEP9BANMAEf78ANMAEv9pANMAHf+QANMAHv+QANMAIgAyANMAI//AANMAJP9pANMAJv/AANMAKv/AANMALf84ANMAMv/AANMANP/AANMARP88ANMARv88ANMAR/88ANMASP88ANMASv9RANMAUP+QANMAUf+QANMAUv88ANMAU/+QANMAVP88ANMAVf+QANMAVv88ANMAWP+QANMAXf+MANMAa//AANMAbAA6ANMAbf9BANMAb/9BANMAcP/AANMAcgA6ANMAdABHANMAdQBHANMAd/+QANMAef9BANMAewBHANMAfAA6ANMAff9BANMAgv9pANMAg/9pANMAhP9pANMAhf9pANMAhv9pANMAh/9pANMAiP9pANMAif/AANMAlP/AANMAlf/AANMAlv/AANMAl//AANMAmP/AANMAmv/AANMAov88ANMAo/88ANMApP88ANMApf88ANMApv88ANMAp/88ANMAqP88ANMAqf88ANMAqv88ANMAq/88ANMArP88ANMArf88ANMAsv88ANMAs/+QANMAtP88ANMAtf88ANMAtv88ANMAt/88ANMAuP88ANMAuv88ANMAu/+QANMAvP+QANMAvf+QANMAvv+QANMAwv9pANMAw/88ANMAxP/AANMAxf88ANMAx/88ANMAzP+QANMAzf/AANMAzv88ANMA0P88ANMA0v88ANMA1f+MANMA1/+MANMA2f+MANMA5f9BANMA5v9BANMA5wA6ANMA6AA6ANMA6f78ANMA6gA6ANMA6wA6ANMA7P78ANMA7/9BANMA8P78ANMA8v9BANMA8/9BANMA+f9pANQAEP+uANQAIgAmANQAI//PANQAJv/PANQAKv/PANQAMv/PANQANP/PANQAa//PANQAbf+uANQAb/+uANQAcP/PANQAef+uANQAff+uANQAif/PANQAlP/PANQAlf/PANQAlv/PANQAl//PANQAmP/PANQAmv/PANQAxP/PANQAzf/PANQA5f+uANQA5v+uANQA7/+uANQA8v+uANQA8/+uANYAEP+uANYAIgAmANYAI//PANYAJv/PANYAKv/PANYAMv/PANYANP/PANYAa//PANYAbf+uANYAb/+uANYAcP/PANYAef+uANYAff+uANYAif/PANYAlP/PANYAlf/PANYAlv/PANYAl//PANYAmP/PANYAmv/PANYAxP/PANYAzf/PANYA5f+uANYA5v+uANYA7/+uANYA8v+uANYA8/+uANgAEP+uANgAIgAmANgAI//PANgAJv/PANgAKv/PANgAMv/PANgANP/PANgAa//PANgAbf+uANgAb/+uANgAcP/PANgAef+uANgAff+uANgAif/PANgAlP/PANgAlf/PANgAlv/PANgAl//PANgAmP/PANgAmv/PANgAxP/PANgAzf/PANgA5f+uANgA5v+uANgA7/+uANgA8v+uANgA8/+uAOUABf/YAOUACf+9AOUACv/YAOUADf/YAOUAD/9VAOUAEf9VAOUAEv+9AOUAJP+9AOUAN/88AOUAOf99AOUAO/+6AOUAPP8xAOUAPf/GAOUAP/99AOUAbP/YAOUAcv/YAOUAfP/YAOUAgv+9AOUAg/+9AOUAhP+9AOUAhf+9AOUAhv+9AOUAh/+9AOUAiP+9AOUAn/8xAOUAwv+9AOUA0/8xAOUA1P/GAOUA1v/GAOUA2P/GAOUA5//YAOUA6P/YAOUA6f9VAOUA6v/YAOUA6//YAOUA7P9VAOUA8P9VAOUA+f+9AOYABf/YAOYACf+9AOYACv/YAOYADf/YAOYAD/9VAOYAEf9VAOYAEv+9AOYAJP+9AOYAN/88AOYAOf99AOYAO/+6AOYAPP8xAOYAPf/GAOYAP/99AOYAbP/YAOYAcv/YAOYAfP/YAOYAgv+9AOYAg/+9AOYAhP+9AOYAhf+9AOYAhv+9AOYAh/+9AOYAiP+9AOYAn/8xAOYAwv+9AOYA0/8xAOYA1P/GAOYA1v/GAOYA2P/GAOYA5//YAOYA6P/YAOYA6f9VAOYA6v/YAOYA6//YAOYA7P9VAOYA8P9VAOYA+f+9AOcACf9QAOcAD//UAOcAEP/YAOcAEf/UAOcAEv9QAOcAJP9QAOcAOQAvAOcAOgAhAOcAPAAqAOcAPwAvAOcARP+gAOcARv+gAOcAR/+gAOcASP+gAOcAUv+gAOcAVP+gAOcAbf/YAOcAb//YAOcAef/YAOcAff/YAOcAgv9QAOcAg/9QAOcAhP9QAOcAhf9QAOcAhv9QAOcAh/9QAOcAiP9QAOcAnwAqAOcAov+gAOcAo/+gAOcApP+gAOcApf+gAOcApv+gAOcAp/+gAOcAqP+gAOcAqf+gAOcAqv+gAOcAq/+gAOcArP+gAOcArf+gAOcAsv+gAOcAtP+gAOcAtf+gAOcAtv+gAOcAt/+gAOcAuP+gAOcAuv+gAOcAwv9QAOcAw/+gAOcAxf+gAOcAx/+gAOcAzv+gAOcA0wAqAOcA5f/YAOcA5v/YAOcA6f/UAOcA7P/UAOcA7//YAOcA8P/UAOcA8v/YAOcA8//YAOcA+f9QAOgACf9QAOgAD//UAOgAEP/YAOgAEf/UAOgAEv9QAOgAJP9QAOgAOQAvAOgAOgAhAOgAPAAqAOgAPwAvAOgARP+gAOgARv+gAOgAR/+gAOgASP+gAOgAUv+gAOgAVP+gAOgAbf/YAOgAb//YAOgAef/YAOgAff/YAOgAgv9QAOgAg/9QAOgAhP9QAOgAhf9QAOgAhv9QAOgAh/9QAOgAiP9QAOgAnwAqAOgAov+gAOgAo/+gAOgApP+gAOgApf+gAOgApv+gAOgAp/+gAOgAqP+gAOgAqf+gAOgAqv+gAOgAq/+gAOgArP+gAOgArf+gAOgAsv+gAOgAtP+gAOgAtf+gAOgAtv+gAOgAt/+gAOgAuP+gAOgAuv+gAOgAwv9QAOgAw/+gAOgAxf+gAOgAx/+gAOgAzv+gAOgA0wAqAOgA5f/YAOgA5v/YAOgA6f/UAOgA7P/UAOgA7//YAOgA8P/UAOgA8v/YAOgA8//YAOgA+f9QAOkABf/HAOkACv/HAOkADf/HAOkAEP8vAOkAI//MAOkAJv/MAOkAKv/MAOkAMv/MAOkANP/MAOkAN/8rAOkAOf8dAOkAOv+JAOkAPP8ZAOkAP/8dAOkAWf9pAOkAWv+pAOkAXP9tAOkAa//MAOkAbP/HAOkAbf8vAOkAb/8vAOkAcP/MAOkAcv/HAOkAef8vAOkAfP/HAOkAff8vAOkAif/MAOkAlP/MAOkAlf/MAOkAlv/MAOkAl//MAOkAmP/MAOkAmv/MAOkAn/8ZAOkAv/9pAOkAwf9pAOkAxP/MAOkAzf/MAOkA0/8ZAOkA5f8vAOkA5v8vAOkA5//HAOkA6P/HAOkA6v/HAOkA6//HAOkA7/8vAOkA8v8vAOkA8/8vAOoACf9QAOoAD//UAOoAEP/YAOoAEf/UAOoAEv9QAOoAJP9QAOoAOQAvAOoAOgAhAOoAPAAqAOoAPwAvAOoARP+gAOoARv+gAOoAR/+gAOoASP+gAOoAUv+gAOoAVP+gAOoAbf/YAOoAb//YAOoAef/YAOoAff/YAOoAgv9QAOoAg/9QAOoAhP9QAOoAhf9QAOoAhv9QAOoAh/9QAOoAiP9QAOoAnwAqAOoAov+gAOoAo/+gAOoApP+gAOoApf+gAOoApv+gAOoAp/+gAOoAqP+gAOoAqf+gAOoAqv+gAOoAq/+gAOoArP+gAOoArf+gAOoAsv+gAOoAtP+gAOoAtf+gAOoAtv+gAOoAt/+gAOoAuP+gAOoAuv+gAOoAwv9QAOoAw/+gAOoAxf+gAOoAx/+gAOoAzv+gAOoA0wAqAOoA5f/YAOoA5v/YAOoA6f/UAOoA7P/UAOoA7//YAOoA8P/UAOoA8v/YAOoA8//YAOoA+f9QAOsACf9QAOsAD//UAOsAEP/YAOsAEf/UAOsAEv9QAOsAJP9QAOsAOQAvAOsAOgAhAOsAPAAqAOsAPwAvAOsARP+gAOsARv+gAOsAR/+gAOsASP+gAOsAUv+gAOsAVP+gAOsAbf/YAOsAb//YAOsAef/YAOsAff/YAOsAgv9QAOsAg/9QAOsAhP9QAOsAhf9QAOsAhv9QAOsAh/9QAOsAiP9QAOsAnwAqAOsAov+gAOsAo/+gAOsApP+gAOsApf+gAOsApv+gAOsAp/+gAOsAqP+gAOsAqf+gAOsAqv+gAOsAq/+gAOsArP+gAOsArf+gAOsAsv+gAOsAtP+gAOsAtf+gAOsAtv+gAOsAt/+gAOsAuP+gAOsAuv+gAOsAwv9QAOsAw/+gAOsAxf+gAOsAx/+gAOsAzv+gAOsA0wAqAOsA5f/YAOsA5v/YAOsA6f/UAOsA7P/UAOsA7//YAOsA8P/UAOsA8v/YAOsA8//YAOsA+f9QAOwABf/HAOwACv/HAOwADf/HAOwAEP8vAOwAI//MAOwAJv/MAOwAKv/MAOwAMv/MAOwANP/MAOwAN/8rAOwAOf8dAOwAOv+JAOwAPP8ZAOwAP/8dAOwAWf9pAOwAWv+pAOwAXP9tAOwAa//MAOwAbP/HAOwAbf8vAOwAb/8vAOwAcP/MAOwAcv/HAOwAef8vAOwAfP/HAOwAff8vAOwAif/MAOwAlP/MAOwAlf/MAOwAlv/MAOwAl//MAOwAmP/MAOwAmv/MAOwAn/8ZAOwAv/9pAOwAwf9pAOwAxP/MAOwAzf/MAOwA0/8ZAOwA5f8vAOwA5v8vAOwA5//HAOwA6P/HAOwA6v/HAOwA6//HAOwA7/8vAOwA8v8vAOwA8/8vAO8ABf/YAO8ACf+9AO8ACv/YAO8ADf/YAO8AD/9VAO8AEf9VAO8AEv+9AO8AJP+9AO8AN/88AO8AOf99AO8AO/+6AO8APP8xAO8APf/GAO8AP/99AO8AbP/YAO8Acv/YAO8AfP/YAO8Agv+9AO8Ag/+9AO8AhP+9AO8Ahf+9AO8Ahv+9AO8Ah/+9AO8AiP+9AO8An/8xAO8Awv+9AO8A0/8xAO8A1P/GAO8A1v/GAO8A2P/GAO8A5//YAO8A6P/YAO8A6f9VAO8A6v/YAO8A6//YAO8A7P9VAO8A8P9VAO8A+f+9APAABf/HAPAACv/HAPAADf/HAPAAEP8vAPAAI//MAPAAJv/MAPAAKv/MAPAAMv/MAPAANP/MAPAAN/8rAPAAOf8dAPAAOv+JAPAAPP8ZAPAAP/8dAPAAWf9pAPAAWv+pAPAAXP9tAPAAa//MAPAAbP/HAPAAbf8vAPAAb/8vAPAAcP/MAPAAcv/HAPAAef8vAPAAfP/HAPAAff8vAPAAif/MAPAAlP/MAPAAlf/MAPAAlv/MAPAAl//MAPAAmP/MAPAAmv/MAPAAn/8ZAPAAv/9pAPAAwf9pAPAAxP/MAPAAzf/MAPAA0/8ZAPAA5f8vAPAA5v8vAPAA5//HAPAA6P/HAPAA6v/HAPAA6//HAPAA7/8vAPAA8v8vAPAA8/8vAPIABf/YAPIACf+9APIACv/YAPIADf/YAPIAD/9VAPIAEf9VAPIAEv+9APIAJP+9APIAN/88APIAOf99APIAO/+6APIAPP8xAPIAPf/GAPIAP/99APIAbP/YAPIAcv/YAPIAfP/YAPIAgv+9APIAg/+9APIAhP+9APIAhf+9APIAhv+9APIAh/+9APIAiP+9APIAn/8xAPIAwv+9APIA0/8xAPIA1P/GAPIA1v/GAPIA2P/GAPIA5//YAPIA6P/YAPIA6f9VAPIA6v/YAPIA6//YAPIA7P9VAPIA8P9VAPIA+f+9APMABf/YAPMACf+9APMACv/YAPMADf/YAPMAD/9VAPMAEf9VAPMAEv+9APMAJP+9APMAN/88APMAOf99APMAO/+6APMAPP8xAPMAPf/GAPMAP/99APMAbP/YAPMAcv/YAPMAfP/YAPMAgv+9APMAg/+9APMAhP+9APMAhf+9APMAhv+9APMAh/+9APMAiP+9APMAn/8xAPMAwv+9APMA0/8xAPMA1P/GAPMA1v/GAPMA2P/GAPMA5//YAPMA6P/YAPMA6f9VAPMA6v/YAPMA6//YAPMA7P9VAPMA8P9VAPMA+f+9APYACf9QAPYAD//UAPYAEP/YAPYAEf/UAPYAEv9QAPYAJP9QAPYAOQAvAPYAOgAhAPYAPAAqAPYAPwAvAPYARP+gAPYARv+gAPYAR/+gAPYASP+gAPYAUv+gAPYAVP+gAPYAbf/YAPYAb//YAPYAef/YAPYAff/YAPYAgv9QAPYAg/9QAPYAhP9QAPYAhf9QAPYAhv9QAPYAh/9QAPYAiP9QAPYAnwAqAPYAov+gAPYAo/+gAPYApP+gAPYApf+gAPYApv+gAPYAp/+gAPYAqP+gAPYAqf+gAPYAqv+gAPYAq/+gAPYArP+gAPYArf+gAPYAsv+gAPYAtP+gAPYAtf+gAPYAtv+gAPYAt/+gAPYAuP+gAPYAuv+gAPYAwv9QAPYAw/+gAPYAxf+gAPYAx/+gAPYAzv+gAPYA0wAqAPYA5f/YAPYA5v/YAPYA6f/UAPYA7P/UAPYA7//YAPYA8P/UAPYA8v/YAPYA8//YAPYA+f9QAPkABf9BAPkACv9BAPkADf9BAPkAEP+9APkAI//FAPkAJv/FAPkAKv/FAPkALQBHAPkAMv/FAPkANP/FAPkAN/9tAPkAOP/YAPkAOf92APkAOv+aAPkAPP9ZAPkAP/92APkAV/+7APkAWf/FAPkAWv/RAPkAXP/FAPkAa//FAPkAbP9BAPkAbf+9APkAb/+9APkAcP/FAPkAcv9BAPkAdP82APkAdf82APkAef+9APkAe/82APkAfP9BAPkAff+9APkAif/FAPkAlP/FAPkAlf/FAPkAlv/FAPkAl//FAPkAmP/FAPkAmv/FAPkAm//YAPkAnP/YAPkAnf/YAPkAnv/YAPkAn/9ZAPkAv//FAPkAwf/FAPkAxP/FAPkAzf/FAPkA0/9ZAPkA5f+9APkA5v+9APkA5/9BAPkA6P9BAPkA6v9BAPkA6/9BAPkA7/+9APkA8v+9APkA8/+9AAAAAAAeAW4AAQAAAAAAAACKAAAAAQAAAAAAAQAEAIoAAQAAAAAAAgALAI4AAQAAAAAAAwAuAJkAAQAAAAAABAAQAMcAAQAAAAAABQAoANcAAQAAAAAABgAPAP8AAQAAAAAABwAwAQ4AAQAAAAAACAAYAT4AAQAAAAAACQAPAVYAAQAAAAAACgLcAWUAAQAAAAAACwAYBEEAAQAAAAAADAAyBFkAAQAAAAAADQDCBIsAAQAAAAAADgAaBU0AAwABBAkAAAEUBWcAAwABBAkAAQAIBnsAAwABBAkAAgAWBoMAAwABBAkAAwBcBpkAAwABBAkABAAgBvUAAwABBAkABQBQBxUAAwABBAkABgAeB2UAAwABBAkABwBgB4MAAwABBAkACAAwB+MAAwABBAkACQAeCBMAAwABBAkACgW4CDEAAwABBAkACwAwDekAAwABBAkADABkDhkAAwABBAkADQGEDn0AAwABBAkADgA0EAFDb3B5cmlnaHQgKGMpIDIwMTAtMjAxMSBieSB0eVBvbGFuZCBMdWthc3ogRHppZWR6aWMgd2l0aCBSZXNlcnZlZCBGb250IE5hbWUgIkxhdG8iLiBMaWNlbnNlZCB1bmRlciB0aGUgU0lMIE9wZW4gRm9udCBMaWNlbnNlLCBWZXJzaW9uIDEuMS5MYXRvQm9sZCBJdGFsaWN0eVBvbGFuZEx1a2FzekR6aWVkemljOiBMYXRvIEJvbGQgSXRhbGljOiAyMDExTGF0byBCb2xkIEl0YWxpY1ZlcnNpb24gMS4xMDQ7IFdlc3Rlcm4rUG9saXNoIG9wZW5zb3VyY2VMYXRvLUJvbGRJdGFsaWNMYXRvIGlzIGEgdHJhZGVtYXJrIG9mIHR5UG9sYW5kIEx1a2FzeiBEemllZHppYy50eVBvbGFuZCBMdWthc3ogRHppZWR6aWNMdWthc3ogRHppZWR6aWNMYXRvIGlzIGEgc2Fuc2VyaWYgdHlwZWZhY2UgZmFtaWx5IGRlc2lnbmVkIGluIHRoZSBTdW1tZXIgMjAxMCBieSBXYXJzYXctYmFzZWQgZGVzaWduZXIgTHVrYXN6IER6aWVkemljICgiTGF0byIgbWVhbnMgIlN1bW1lciIgaW4gUG9saXNoKS4gSXQgdHJpZXMgdG8gY2FyZWZ1bGx5IGJhbGFuY2Ugc29tZSBwb3RlbnRpYWxseSBjb25mbGljdGluZyBwcmlvcml0aWVzOiBpdCBzaG91bGQgc2VlbSBxdWl0ZSAidHJhbnNwYXJlbnQiIHdoZW4gdXNlZCBpbiBib2R5IHRleHQgYnV0IHdvdWxkIGRpc3BsYXkgc29tZSBvcmlnaW5hbCB0cmFpdHMgd2hlbiB1c2VkIGluIGxhcmdlciBzaXplcy4gVGhlIGNsYXNzaWNhbCBwcm9wb3J0aW9ucywgcGFydGljdWxhcmx5IHZpc2libGUgaW4gdGhlIHVwcGVyY2FzZSwgZ2l2ZSB0aGUgbGV0dGVyZm9ybXMgZmFtaWxpYXIgaGFybW9ueSBhbmQgZWxlZ2FuY2UuIEF0IHRoZSBzYW1lIHRpbWUsIGl0cyBzbGVlayBzYW5zZXJpZiBsb29rIG1ha2VzIGV2aWRlbnQgdGhlIGZhY3QgdGhhdCBMYXRvIHdhcyBkZXNpZ25lZCBpbiAyMDEwLCBldmVuIHRob3VnaCBpdCBkb2VzIG5vdCBmb2xsb3cgYW55IGN1cnJlbnQgdHJlbmQuIFRoZSBzZW1pLXJvdW5kZWQgZGV0YWlscyBvZiB0aGUgbGV0dGVycyBnaXZlIExhdG8gYSBmZWVsaW5nIG9mIHdhcm10aCwgd2hpbGUgdGhlIHN0cm9uZyBzdHJ1Y3R1cmUgcHJvdmlkZXMgc3RhYmlsaXR5IGFuZCBzZXJpb3VzbmVzcy5odHRwOi8vd3d3LnR5cG9sYW5kLmNvbS9odHRwOi8vd3d3LnR5cG9sYW5kLmNvbS9kZXNpZ25lcnMvTHVrYXN6X0R6aWVkemljL0NvcHlyaWdodCAoYykgMjAxMC0yMDExIGJ5IHR5UG9sYW5kIEx1a2FzeiBEemllZHppYyAoaHR0cDovL3d3dy50eXBvbGFuZC5jb20vKSB3aXRoIFJlc2VydmVkIEZvbnQgTmFtZSAiTGF0byIuIExpY2Vuc2VkIHVuZGVyIHRoZSBTSUwgT3BlbiBGb250IExpY2Vuc2UsIFZlcnNpb24gMS4xIChodHRwOi8vc2NyaXB0cy5zaWwub3JnL09GTCkuaHR0cDovL3NjcmlwdHMuc2lsLm9yZy9PRkwAQwBvAHAAeQByAGkAZwBoAHQAIAAoAGMAKQAgADIAMAAxADAALQAyADAAMQAxACAAYgB5ACAAdAB5AFAAbwBsAGEAbgBkACAATAB1AGsAYQBzAHoAIABEAHoAaQBlAGQAegBpAGMAIAB3AGkAdABoACAAUgBlAHMAZQByAHYAZQBkACAARgBvAG4AdAAgAE4AYQBtAGUAIAAiAEwAYQB0AG8AIgAuACAATABpAGMAZQBuAHMAZQBkACAAdQBuAGQAZQByACAAdABoAGUAIABTAEkATAAgAE8AcABlAG4AIABGAG8AbgB0ACAATABpAGMAZQBuAHMAZQAsACAAVgBlAHIAcwBpAG8AbgAgADEALgAxAC4ATABhAHQAbwBCAG8AbABkACAASQB0AGEAbABpAGMAdAB5AFAAbwBsAGEAbgBkAEwAdQBrAGEAcwB6AEQAegBpAGUAZAB6AGkAYwA6ACAATABhAHQAbwAgAEIAbwBsAGQAIABJAHQAYQBsAGkAYwA6ACAAMgAwADEAMQBMAGEAdABvACAAQgBvAGwAZAAgAEkAdABhAGwAaQBjAFYAZQByAHMAaQBvAG4AIAAxAC4AMQAwADQAOwAgAFcAZQBzAHQAZQByAG4AKwBQAG8AbABpAHMAaAAgAG8AcABlAG4AcwBvAHUAcgBjAGUATABhAHQAbwAtAEIAbwBsAGQASQB0AGEAbABpAGMATABhAHQAbwAgAGkAcwAgAGEAIAB0AHIAYQBkAGUAbQBhAHIAawAgAG8AZgAgAHQAeQBQAG8AbABhAG4AZAAgAEwAdQBrAGEAcwB6ACAARAB6AGkAZQBkAHoAaQBjAC4AdAB5AFAAbwBsAGEAbgBkACAATAB1AGsAYQBzAHoAIABEAHoAaQBlAGQAegBpAGMATAB1AGsAYQBzAHoAIABEAHoAaQBlAGQAegBpAGMATABhAHQAbwAgAGkAcwAgAGEAIABzAGEAbgBzAGUAcgBpAGYAIAB0AHkAcABlAGYAYQBjAGUAIABmAGEAbQBpAGwAeQAgAGQAZQBzAGkAZwBuAGUAZAAgAGkAbgAgAHQAaABlACAAUwB1AG0AbQBlAHIAIAAyADAAMQAwACAAYgB5ACAAVwBhAHIAcwBhAHcALQBiAGEAcwBlAGQAIABkAGUAcwBpAGcAbgBlAHIAIABMAHUAawBhAHMAegAgAEQAegBpAGUAZAB6AGkAYwAgACgAIgBMAGEAdABvACIAIABtAGUAYQBuAHMAIAAiAFMAdQBtAG0AZQByACIAIABpAG4AIABQAG8AbABpAHMAaAApAC4AIABJAHQAIAB0AHIAaQBlAHMAIAB0AG8AIABjAGEAcgBlAGYAdQBsAGwAeQAgAGIAYQBsAGEAbgBjAGUAIABzAG8AbQBlACAAcABvAHQAZQBuAHQAaQBhAGwAbAB5ACAAYwBvAG4AZgBsAGkAYwB0AGkAbgBnACAAcAByAGkAbwByAGkAdABpAGUAcwA6ACAAaQB0ACAAcwBoAG8AdQBsAGQAIABzAGUAZQBtACAAcQB1AGkAdABlACAAIgB0AHIAYQBuAHMAcABhAHIAZQBuAHQAIgAgAHcAaABlAG4AIAB1AHMAZQBkACAAaQBuACAAYgBvAGQAeQAgAHQAZQB4AHQAIABiAHUAdAAgAHcAbwB1AGwAZAAgAGQAaQBzAHAAbABhAHkAIABzAG8AbQBlACAAbwByAGkAZwBpAG4AYQBsACAAdAByAGEAaQB0AHMAIAB3AGgAZQBuACAAdQBzAGUAZAAgAGkAbgAgAGwAYQByAGcAZQByACAAcwBpAHoAZQBzAC4AIABUAGgAZQAgAGMAbABhAHMAcwBpAGMAYQBsACAAcAByAG8AcABvAHIAdABpAG8AbgBzACwAIABwAGEAcgB0AGkAYwB1AGwAYQByAGwAeQAgAHYAaQBzAGkAYgBsAGUAIABpAG4AIAB0AGgAZQAgAHUAcABwAGUAcgBjAGEAcwBlACwAIABnAGkAdgBlACAAdABoAGUAIABsAGUAdAB0AGUAcgBmAG8AcgBtAHMAIABmAGEAbQBpAGwAaQBhAHIAIABoAGEAcgBtAG8AbgB5ACAAYQBuAGQAIABlAGwAZQBnAGEAbgBjAGUALgAgAEEAdAAgAHQAaABlACAAcwBhAG0AZQAgAHQAaQBtAGUALAAgAGkAdABzACAAcwBsAGUAZQBrACAAcwBhAG4AcwBlAHIAaQBmACAAbABvAG8AawAgAG0AYQBrAGUAcwAgAGUAdgBpAGQAZQBuAHQAIAB0AGgAZQAgAGYAYQBjAHQAIAB0AGgAYQB0ACAATABhAHQAbwAgAHcAYQBzACAAZABlAHMAaQBnAG4AZQBkACAAaQBuACAAMgAwADEAMAAsACAAZQB2AGUAbgAgAHQAaABvAHUAZwBoACAAaQB0ACAAZABvAGUAcwAgAG4AbwB0ACAAZgBvAGwAbABvAHcAIABhAG4AeQAgAGMAdQByAHIAZQBuAHQAIAB0AHIAZQBuAGQALgAgAFQAaABlACAAcwBlAG0AaQAtAHIAbwB1AG4AZABlAGQAIABkAGUAdABhAGkAbABzACAAbwBmACAAdABoAGUAIABsAGUAdAB0AGUAcgBzACAAZwBpAHYAZQAgAEwAYQB0AG8AIABhACAAZgBlAGUAbABpAG4AZwAgAG8AZgAgAHcAYQByAG0AdABoACwAIAB3AGgAaQBsAGUAIAB0AGgAZQAgAHMAdAByAG8AbgBnACAAcwB0AHIAdQBjAHQAdQByAGUAIABwAHIAbwB2AGkAZABlAHMAIABzAHQAYQBiAGkAbABpAHQAeQAgAGEAbgBkACAAcwBlAHIAaQBvAHUAcwBuAGUAcwBzAC4AaAB0AHQAcAA6AC8ALwB3AHcAdwAuAHQAeQBwAG8AbABhAG4AZAAuAGMAbwBtAC8AaAB0AHQAcAA6AC8ALwB3AHcAdwAuAHQAeQBwAG8AbABhAG4AZAAuAGMAbwBtAC8AZABlAHMAaQBnAG4AZQByAHMALwBMAHUAawBhAHMAegBfAEQAegBpAGUAZAB6AGkAYwAvAEMAbwBwAHkAcgBpAGcAaAB0ACAAKABjACkAIAAyADAAMQAwAC0AMgAwADEAMQAgAGIAeQAgAHQAeQBQAG8AbABhAG4AZAAgAEwAdQBrAGEAcwB6ACAARAB6AGkAZQBkAHoAaQBjACAAKABoAHQAdABwADoALwAvAHcAdwB3AC4AdAB5AHAAbwBsAGEAbgBkAC4AYwBvAG0ALwApACAAdwBpAHQAaAAgAFIAZQBzAGUAcgB2AGUAZAAgAEYAbwBuAHQAIABOAGEAbQBlACAAIgBMAGEAdABvACIALgAgAEwAaQBjAGUAbgBzAGUAZAAgAHUAbgBkAGUAcgAgAHQAaABlACAAUwBJAEwAIABPAHAAZQBuACAARgBvAG4AdAAgAEwAaQBjAGUAbgBzAGUALAAgAFYAZQByAHMAaQBvAG4AIAAxAC4AMQAgACgAaAB0AHQAcAA6AC8ALwBzAGMAcgBpAHAAdABzAC4AcwBpAGwALgBvAHIAZwAvAE8ARgBMACkALgBoAHQAdABwADoALwAvAHMAYwByAGkAcAB0AHMALgBzAGkAbAAuAG8AcgBnAC8ATwBGAEwAAAIAAP/5AAD/hQCbAAAAAAAAAAAAAAAAAAAAAAAAAAABFQAAAQIAAgADAAQABQAGAAcACAAJAAoACwAMAA0ADgAPABAAEQASABMAFAAVABYAFwAYABkAGgAbABwAHQAeAB8AIAAhACIAIwAkACUAJgAnACgAKQAqACsALAAtAC4ALwAwADEAMgAzADQANQA2ADcAOAA5ADoAOwA8AD0APgA/AEAAQQBCAEMARABFAEYARwBIAEkASgBLAEwATQBOAE8AUABRAFIAUwBUAFUAVgBXAFgAWQBaAFsAXABdAF4AXwBgAGEBAwCjAIQAhQC9AJYA6ACGAI4AiwCdAKkApAEEAIoBBQCDAJMA8gDzAI0AlwCIAQYA3gDxAJ4AqgD1APQA9gCiAK0AyQDHAK4AYgBjAJAAZADLAGUAyADKAM8AzADNAM4A6QBmANMA0ADRAK8AZwDwAJEA1gDUANUAaADrAO0AiQBqAGkAawBtAGwAbgCgAG8AcQBwAHIAcwB1AHQAdgB3AOoAeAB6AHkAewB9AHwAuAChAH8AfgCAAIEA7ADuALoBBwEIAP0A/gEJAQoA1wDiAOMBCwEMALAAsQENAQ4A5ADlALsBDwEQAREBEgDmAOcApgDYAOEBEwDbANwA3QDgANkA3wCbALIAswC2ALcAxAC0ALUAxQCCAMIAhwCrAMYAvgC/ALwBFACMAJ8AmAEVAJoAmQDvAKUAkgCcAKcAjwCUAJUAuQEWAMAAwQEXARgBGQEaARsBHAEdAR4BHwEgASEBIgEjBE5VTEwHdW5pMDBBMAd1bmkwMEFEBm1hY3Jvbg5wZXJpb2RjZW50ZXJlZAdBb2dvbmVrB2FvZ29uZWsHRW9nb25lawdlb2dvbmVrBk5hY3V0ZQZuYWN1dGUGU2FjdXRlBnNhY3V0ZQZaYWN1dGUGemFjdXRlClpkb3RhY2NlbnQKemRvdGFjY2VudAd1bmkwMkM5BEV1cm8FRGVsdGEHdW5pMjY2ORB1bmRlcmNvbW1hYWNjZW50CmdyYXZlLmNhc2UNZGllcmVzaXMuY2FzZQttYWNyb24uY2FzZQphY3V0ZS5jYXNlD2NpcmN1bWZsZXguY2FzZQpjYXJvbi5jYXNlCmJyZXZlLmNhc2UOZG90YWNjZW50LmNhc2UJcmluZy5jYXNlCnRpbGRlLmNhc2URaHVuZ2FydW1sYXV0LmNhc2UKY2Fyb24uc2FsdAAAAAEAAgAMAAf//wAPAAEAAAAKADAASgACREZMVAAObGF0bgAaAAQAAAAA//8AAQAAAAQAAAAA//8AAQABAAJrZXJuAA5rZXJuABQAAAABAAAAAAABAAAAAQAEAAIAAAABAAgAAUcSAAQAAAByAO4B6ALiA5gEkgVUBe4GsAh2CQgJ8gocCq4LqAvaDIgNVg3oDqYPOA+SESwRXhMkFF4VDBbCFzAX5hjQGQoZRBmOGdQaShqQGtYbEBtKG9QcjhzUHUoeBB66H0wgRiDgIXoiDCMGI1AjmiQ0JH4leCYSJvwn5ijQKboqpCuOK7gsSizcLW4uAC6SLyQvVi+IL7ov7DGiMjQybjKoMuIzHDNWM5wz1jQQNEo0hDS+NPg1sjXsNqY3kDe6N/Q4fjjEOP46tDsiO5A7/jyYPTI+LD8mP+hA4kHcQp5DOEP6RJRFLkYoAD4ACf9QAA//1AAQ/9gAEf/UABL/UAAk/1AAOQAvADoAIQA8ACoAPwAvAET/oABG/6AAR/+gAEj/oABS/6AAVP+gAG3/2ABv/9gAef/YAH3/2ACC/1AAg/9QAIT/UACF/1AAhv9QAIf/UACI/1AAnwAqAKL/oACj/6AApP+gAKX/oACm/6AAp/+gAKj/oACp/6AAqv+gAKv/oACs/6AArf+gALL/oAC0/6AAtf+gALb/oAC3/6AAuP+gALr/oADC/1AAw/+gAMX/oADH/6AAzv+gANMAKgDl/9gA5v/YAOn/1ADs/9QA7//YAPD/1ADy/9gA8//YAPn/UAA+AAn/UAAP/9QAEP/YABH/1AAS/1AAJP9QADkALwA6ACEAPAAqAD8ALwBE/6AARv+gAEf/oABI/6AAUv+gAFT/oABt/9gAb//YAHn/2AB9/9gAgv9QAIP/UACE/1AAhf9QAIb/UACH/1AAiP9QAJ8AKgCi/6AAo/+gAKT/oACl/6AApv+gAKf/oACo/6AAqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9QAMP/oADF/6AAx/+gAM7/oADTACoA5f/YAOb/2ADp/9QA7P/UAO//2ADw/9QA8v/YAPP/2AD5/1AALQAj/9gAJv/YACr/2AAy/9gANP/YAET/3ABG/9wAR//cAEj/3ABS/9wAVP/cAGv/2ABw/9gAif/YAJT/2ACV/9gAlv/YAJf/2ACY/9gAmv/YAKL/3ACj/9wApP/cAKX/3ACm/9wAp//cAKj/3ACp/9wAqv/cAKv/3ACs/9wArf/cALL/3AC0/9wAtf/cALb/3AC3/9wAuP/cALr/3ADD/9wAxP/YAMX/3ADH/9wAzf/YAM7/3AA+AAn/UAAP/9QAEP/YABH/1AAS/1AAJP9QADkALwA6ACEAPAAqAD8ALwBE/6AARv+gAEf/oABI/6AAUv+gAFT/oABt/9gAb//YAHn/2AB9/9gAgv9QAIP/UACE/1AAhf9QAIb/UACH/1AAiP9QAJ8AKgCi/6AAo/+gAKT/oACl/6AApv+gAKf/oACo/6AAqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9QAMP/oADF/6AAx/+gAM7/oADTACoA5f/YAOb/2ADp/9QA7P/UAO//2ADw/9QA8v/YAPP/2AD5/1AAMAAF/8cACv/HAA3/xwAQ/y8AI//MACb/zAAq/8wAMv/MADT/zAA3/ysAOf8dADr/iQA8/xkAP/8dAFn/aQBa/6kAXP9tAGv/zABs/8cAbf8vAG//LwBw/8wAcv/HAHn/LwB8/8cAff8vAIn/zACU/8wAlf/MAJb/zACX/8wAmP/MAJr/zACf/xkAv/9pAMH/aQDE/8wAzf/MANP/GQDl/y8A5v8vAOf/xwDo/8cA6v/HAOv/xwDv/y8A8v8vAPP/LwAmAAX/2AAJ/70ACv/YAA3/2AAP/1UAEf9VABL/vQAk/70AN/88ADn/fQA7/7oAPP8xAD3/xgA//30AbP/YAHL/2AB8/9gAgv+9AIP/vQCE/70Ahf+9AIb/vQCH/70AiP+9AJ//MQDC/70A0/8xANT/xgDW/8YA2P/GAOf/2ADo/9gA6f9VAOr/2ADr/9gA7P9VAPD/VQD5/70AMAAF/8cACv/HAA3/xwAQ/y8AI//MACb/zAAq/8wAMv/MADT/zAA3/ysAOf8dADr/iQA8/xkAP/8dAFn/aQBa/6kAXP9tAGv/zABs/8cAbf8vAG//LwBw/8wAcv/HAHn/LwB8/8cAff8vAIn/zACU/8wAlf/MAJb/zACX/8wAmP/MAJr/zACf/xkAv/9pAMH/aQDE/8wAzf/MANP/GQDl/y8A5v8vAOf/xwDo/8cA6v/HAOv/xwDv/y8A8v8vAPP/LwBxAAUALwAJ/3YACgAvAA0ALwAP/zwAEP99ABH/PAAS/3YAHf+oAB7/qAAiADEAI//YACT/dgAm/9gAKv/YAC3/ZAAy/9gANP/YAET/fwBG/38AR/9/AEj/fwBQ/6gAUf+oAFL/fwBT/6gAVP9/AFX/qABW/4EAWP+oAFn/1QBa/9UAXP/VAF3/qQBr/9gAbAAvAG3/fQBv/30AcP/YAHIALwB0AFAAdQBQAHf/qAB5/30AewBQAHwALwB9/30Agv92AIP/dgCE/3YAhf92AIb/dgCH/3YAiP92AIn/2ACU/9gAlf/YAJb/2ACX/9gAmP/YAJr/2ACi/38Ao/9/AKT/fwCl/38Apv9/AKf/fwCo/38Aqf9/AKr/fwCr/38ArP9/AK3/fwCy/38As/+oALT/fwC1/38Atv9/ALf/fwC4/38Auv9/ALv/qAC8/6gAvf+oAL7/qAC//9UAwf/VAML/dgDD/38AxP/YAMX/fwDH/38AzP+oAM3/2ADO/38A0P+BANL/gQDV/6kA1/+pANn/qQDl/30A5v99AOcALwDoAC8A6f88AOoALwDrAC8A7P88AO//fQDw/zwA8v99APP/fQD5/3YAJAAF/8wACf/VAAr/zAAM/9gADf/MABL/1QAk/9UAN/+yADn/yAA7/6sAPP+wAD3/wAA//8gAQP/YAGD/2ABs/8wAcv/MAHz/zACC/9UAg//VAIT/1QCF/9UAhv/VAIf/1QCI/9UAn/+wAML/1QDT/7AA1P/AANb/wADY/8AA5//MAOj/zADq/8wA6//MAPn/1QA6AAX/QQAK/0EADf9BABD/vQAj/8UAJv/FACr/xQAtAEcAMv/FADT/xQA3/20AOP/YADn/dgA6/5oAPP9ZAD//dgBX/7sAWf/FAFr/0QBc/8UAa//FAGz/QQBt/70Ab/+9AHD/xQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/FAJT/xQCV/8UAlv/FAJf/xQCY/8UAmv/FAJv/2ACc/9gAnf/YAJ7/2ACf/1kAv//FAMH/xQDE/8UAzf/FANP/WQDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQAKABD/jwBt/48Ab/+PAHn/jwB9/48A5f+PAOb/jwDv/48A8v+PAPP/jwAkAAX/zAAJ/9UACv/MAAz/2AAN/8wAEv/VACT/1QA3/7IAOf/IADv/qwA8/7AAPf/AAD//yABA/9gAYP/YAGz/zABy/8wAfP/MAIL/1QCD/9UAhP/VAIX/1QCG/9UAh//VAIj/1QCf/7AAwv/VANP/sADU/8AA1v/AANj/wADn/8wA6P/MAOr/zADr/8wA+f/VAD4ACf9tAA//TAAR/0wAEv9tAB3/xAAe/8QAIgAUACT/bQAt/0MARP/AAEb/wABH/8AASP/AAFD/xABR/8QAUv/AAFP/xABU/8AAVf/EAFj/xAB3/8QAgv9tAIP/bQCE/20Ahf9tAIb/bQCH/20AiP9tAKL/wACj/8AApP/AAKX/wACm/8AAp//AAKj/wACp/8AAqv/AAKv/wACs/8AArf/AALL/wACz/8QAtP/AALX/wAC2/8AAt//AALj/wAC6/8AAu//EALz/xAC9/8QAvv/EAML/bQDD/8AAxf/AAMf/wADM/8QAzv/AAOn/TADs/0wA8P9MAPn/bQAMAAn/2AAS/9gAJP/YAIL/2ACD/9gAhP/YAIX/2ACG/9gAh//YAIj/2ADC/9gA+f/YACsABQAkAAoAJAANACQAEP+6ACP/kQAm/5EAKv+RADL/kQA0/5EASf/IAFf/gQBZ/7kAWv/QAFz/uQBr/5EAbAAkAG3/ugBv/7oAcP+RAHIAJAB5/7oAfAAkAH3/ugCJ/5EAlP+RAJX/kQCW/5EAl/+RAJj/kQCa/5EAv/+5AMH/uQDE/5EAzf+RAOX/ugDm/7oA5wAkAOgAJADqACQA6wAkAO//ugDy/7oA8/+6ADMABf8SAAr/EgAN/xIAEP9OACP/oAAm/6AAKv+gADL/oAA0/6AAN/84ADn/QQA6/1kAPP8dAD//QQBZ/30AWv+oAFz/fQBr/6AAbP8SAG3/TgBv/04AcP+gAHL/EgB0/x0Adf8dAHn/TgB7/x0AfP8SAH3/TgCJ/6AAlP+gAJX/oACW/6AAl/+gAJj/oACa/6AAn/8dAL//fQDB/30AxP+gAM3/oADT/x0A5f9OAOb/TgDn/xIA6P8SAOr/EgDr/xIA7/9OAPL/TgDz/04AJAAF/8wACf/VAAr/zAAM/9gADf/MABL/1QAk/9UAN/+yADn/yAA7/6sAPP+wAD3/wAA//8gAQP/YAGD/2ABs/8wAcv/MAHz/zACC/9UAg//VAIT/1QCF/9UAhv/VAIf/1QCI/9UAn/+wAML/1QDT/7AA1P/AANb/wADY/8AA5//MAOj/zADq/8wA6//MAPn/1QAvAAn/ZQAP/0gAEf9IABL/ZQAk/2UALf9BAET/4gBG/+IAR//iAEj/4gBS/+IAVP/iAIL/ZQCD/2UAhP9lAIX/ZQCG/2UAh/9lAIj/ZQCi/+IAo//iAKT/4gCl/+IApv/iAKf/4gCo/+IAqf/iAKr/4gCr/+IArP/iAK3/4gCy/+IAtP/iALX/4gC2/+IAt//iALj/4gC6/+IAwv9lAMP/4gDF/+IAx//iAM7/4gDp/0gA7P9IAPD/SAD5/2UAJAAF/8wACf/VAAr/zAAM/9gADf/MABL/1QAk/9UAN/+yADn/yAA7/6sAPP+wAD3/wAA//8gAQP/YAGD/2ABs/8wAcv/MAHz/zACC/9UAg//VAIT/1QCF/9UAhv/VAIf/1QCI/9UAn/+wAML/1QDT/7AA1P/AANb/wADY/8AA5//MAOj/zADq/8wA6//MAPn/1QAWACP/2AAm/9gAKv/YADL/2AA0/9gAN//IADj/zQBr/9gAcP/YAIn/2ACU/9gAlf/YAJb/2ACX/9gAmP/YAJr/2ACb/80AnP/NAJ3/zQCe/80AxP/YAM3/2ABmAAn/bQAP/0wAEP9MABH/TAAS/20AHf9tAB7/bQAiACIAI/+yACT/bQAm/7IAKv+yAC3/OAAy/7IANP+yAET/NABG/zQAR/80AEj/NABK/0kAUP9tAFH/bQBS/zQAU/9tAFT/NABV/20AVv9OAFj/bQBZ/1wAWv+EAFv/UwBc/0wAXf9aAGv/sgBt/0wAb/9MAHD/sgB3/20Aef9MAH3/TACC/20Ag/9tAIT/bQCF/20Ahv9tAIf/bQCI/20Aif+yAJT/sgCV/7IAlv+yAJf/sgCY/7IAmv+yAKL/NACj/zQApP80AKX/NACm/zQAp/80AKj/NACp/zQAqv80AKv/NACs/zQArf80ALL/NACz/20AtP80ALX/NAC2/zQAt/80ALj/NAC6/zQAu/9tALz/bQC9/20Avv9tAL//XADB/1wAwv9tAMP/NADE/7IAxf80AMf/NADM/20Azf+yAM7/NADQ/04A0v9OANX/WgDX/1oA2f9aAOX/TADm/0wA6f9MAOz/TADv/0wA8P9MAPL/TADz/0wA+f9tAAwACf/YABL/2AAk/9gAgv/YAIP/2ACE/9gAhf/YAIb/2ACH/9gAiP/YAML/2AD5/9gAcQAFAC8ACf92AAoALwANAC8AD/88ABD/fQAR/zwAEv92AB3/qAAe/6gAIgAxACP/2AAk/3YAJv/YACr/2AAt/2QAMv/YADT/2ABE/38ARv9/AEf/fwBI/38AUP+oAFH/qABS/38AU/+oAFT/fwBV/6gAVv+BAFj/qABZ/9UAWv/VAFz/1QBd/6kAa//YAGwALwBt/30Ab/99AHD/2AByAC8AdABQAHUAUAB3/6gAef99AHsAUAB8AC8Aff99AIL/dgCD/3YAhP92AIX/dgCG/3YAh/92AIj/dgCJ/9gAlP/YAJX/2ACW/9gAl//YAJj/2ACa/9gAov9/AKP/fwCk/38Apf9/AKb/fwCn/38AqP9/AKn/fwCq/38Aq/9/AKz/fwCt/38Asv9/ALP/qAC0/38Atf9/ALb/fwC3/38AuP9/ALr/fwC7/6gAvP+oAL3/qAC+/6gAv//VAMH/1QDC/3YAw/9/AMT/2ADF/38Ax/9/AMz/qADN/9gAzv9/AND/gQDS/4EA1f+pANf/qQDZ/6kA5f99AOb/fQDnAC8A6AAvAOn/PADqAC8A6wAvAOz/PADv/30A8P88APL/fQDz/30A+f92AE4ABQAxAAn/qQAKADEADQAxAA//nAAR/5wAEv+pAB3/twAe/7cAJP+pAC3/kQBE/4cARv+HAEf/hwBI/4cASv+mAFD/twBR/7cAUv+HAFP/twBU/4cAVf+3AFb/owBY/7cAbAAxAHIAMQB0ADwAdQA8AHf/twB7ADwAfAAxAIL/qQCD/6kAhP+pAIX/qQCG/6kAh/+pAIj/qQCi/4cAo/+HAKT/hwCl/4cApv+HAKf/hwCo/4cAqf+HAKr/hwCr/4cArP+HAK3/hwCy/4cAs/+3ALT/hwC1/4cAtv+HALf/hwC4/4cAuv+HALv/twC8/7cAvf+3AL7/twDC/6kAw/+HAMX/hwDH/4cAzP+3AM7/hwDQ/6MA0v+jAOcAMQDoADEA6f+cAOoAMQDrADEA7P+cAPD/nAD5/6kAKwAFACQACgAkAA0AJAAQ/7oAI/+RACb/kQAq/5EAMv+RADT/kQBJ/8gAV/+BAFn/uQBa/9AAXP+5AGv/kQBsACQAbf+6AG//ugBw/5EAcgAkAHn/ugB8ACQAff+6AIn/kQCU/5EAlf+RAJb/kQCX/5EAmP+RAJr/kQC//7kAwf+5AMT/kQDN/5EA5f+6AOb/ugDnACQA6AAkAOoAJADrACQA7/+6APL/ugDz/7oAbQAFADoACf9pAAoAOgANADoAD/78ABD/QQAR/vwAEv9pAB3/kAAe/5AAIgAyACP/wAAk/2kAJv/AACr/wAAt/zgAMv/AADT/wABE/zwARv88AEf/PABI/zwASv9RAFD/kABR/5AAUv88AFP/kABU/zwAVf+QAFb/PABY/5AAXf+MAGv/wABsADoAbf9BAG//QQBw/8AAcgA6AHQARwB1AEcAd/+QAHn/QQB7AEcAfAA6AH3/QQCC/2kAg/9pAIT/aQCF/2kAhv9pAIf/aQCI/2kAif/AAJT/wACV/8AAlv/AAJf/wACY/8AAmv/AAKL/PACj/zwApP88AKX/PACm/zwAp/88AKj/PACp/zwAqv88AKv/PACs/zwArf88ALL/PACz/5AAtP88ALX/PAC2/zwAt/88ALj/PAC6/zwAu/+QALz/kAC9/5AAvv+QAML/aQDD/zwAxP/AAMX/PADH/zwAzP+QAM3/wADO/zwA0P88ANL/PADV/4wA1/+MANn/jADl/0EA5v9BAOcAOgDoADoA6f78AOoAOgDrADoA7P78AO//QQDw/vwA8v9BAPP/QQD5/2kAGwAQ/64AIgAmACP/zwAm/88AKv/PADL/zwA0/88Aa//PAG3/rgBv/64AcP/PAHn/rgB9/64Aif/PAJT/zwCV/88Alv/PAJf/zwCY/88Amv/PAMT/zwDN/88A5f+uAOb/rgDv/64A8v+uAPP/rgAtACP/2AAm/9gAKv/YADL/2AA0/9gARP/cAEb/3ABH/9wASP/cAFL/3ABU/9wAa//YAHD/2ACJ/9gAlP/YAJX/2ACW/9gAl//YAJj/2ACa/9gAov/cAKP/3ACk/9wApf/cAKb/3ACn/9wAqP/cAKn/3ACq/9wAq//cAKz/3ACt/9wAsv/cALT/3AC1/9wAtv/cALf/3AC4/9wAuv/cAMP/3ADE/9gAxf/cAMf/3ADN/9gAzv/cADoABf9BAAr/QQAN/0EAEP+9ACP/xQAm/8UAKv/FAC0ARwAy/8UANP/FADf/bQA4/9gAOf92ADr/mgA8/1kAP/92AFf/uwBZ/8UAWv/RAFz/xQBr/8UAbP9BAG3/vQBv/70AcP/FAHL/QQB0/zYAdf82AHn/vQB7/zYAfP9BAH3/vQCJ/8UAlP/FAJX/xQCW/8UAl//FAJj/xQCa/8UAm//YAJz/2ACd/9gAnv/YAJ//WQC//8UAwf/FAMT/xQDN/8UA0/9ZAOX/vQDm/70A5/9BAOj/QQDq/0EA6/9BAO//vQDy/70A8/+9AA4ABf+wAAr/sAAM/9wADf+wAED/3ABb/8gAYP/cAGz/sABy/7AAfP+wAOf/sADo/7AA6v+wAOv/sAAOAAX/sAAK/7AADP/cAA3/sABA/9wAW//IAGD/3ABs/7AAcv+wAHz/sADn/7AA6P+wAOr/sADr/7AAEgAFAEAACgBAAA0AQAAP/4QAEf+EAGwAQAByAEAAdABkAHUAZAB7AGQAfABAAOcAQADoAEAA6f+EAOoAQADrAEAA7P+EAPD/hAARAAX/xAAK/8QADf/EAFn/3ABc/80AbP/EAHL/xAB0/4YAdf+GAHv/hgB8/8QAv//cAMH/3ADn/8QA6P/EAOr/xADr/8QAHQBE/8gARv/IAEf/yABI/8gAUv/IAFT/yACi/8gAo//IAKT/yACl/8gApv/IAKf/yACo/8gAqf/IAKr/yACr/8gArP/IAK3/yACy/8gAtP/IALX/yAC2/8gAt//IALj/yAC6/8gAw//IAMX/yADH/8gAzv/IABEABf/EAAr/xAAN/8QAWf/cAFz/zQBs/8QAcv/EAHT/hgB1/4YAe/+GAHz/xAC//9wAwf/cAOf/xADo/8QA6v/EAOv/xAARAAX/xAAK/8QADf/EAFn/3ABc/80AbP/EAHL/xAB0/4YAdf+GAHv/hgB8/8QAv//cAMH/3ADn/8QA6P/EAOr/xADr/8QADgAF/7AACv+wAAz/3AAN/7AAQP/cAFv/yABg/9wAbP+wAHL/sAB8/7AA5/+wAOj/sADq/7AA6/+wAA4ABf+wAAr/sAAM/9wADf+wAED/3ABb/8gAYP/cAGz/sABy/7AAfP+wAOf/sADo/7AA6v+wAOv/sAAiAA//WQAR/1kARP/YAEb/2ABH/9gASP/YAFL/2ABU/9gAov/YAKP/2ACk/9gApf/YAKb/2ACn/9gAqP/YAKn/2ACq/9gAq//YAKz/2ACt/9gAsv/YALT/2AC1/9gAtv/YALf/2AC4/9gAuv/YAMP/2ADF/9gAx//YAM7/2ADp/1kA7P9ZAPD/WQAuAAn/xQAP/2kAEf9pABL/xQAk/8UARP/fAEb/3wBH/98ASP/fAFL/3wBU/98Agv/FAIP/xQCE/8UAhf/FAIb/xQCH/8UAiP/FAKL/3wCj/98ApP/fAKX/3wCm/98Ap//fAKj/3wCp/98Aqv/fAKv/3wCs/98Arf/fALL/3wC0/98Atf/fALb/3wC3/98AuP/fALr/3wDC/8UAw//fAMX/3wDH/98Azv/fAOn/aQDs/2kA8P9pAPn/xQARAAn/0QAP/5oAEf+aABL/0QAk/9EAgv/RAIP/0QCE/9EAhf/RAIb/0QCH/9EAiP/RAML/0QDp/5oA7P+aAPD/mgD5/9EAHQBE/8gARv/IAEf/yABI/8gAUv/IAFT/yACi/8gAo//IAKT/yACl/8gApv/IAKf/yACo/8gAqf/IAKr/yACr/8gArP/IAK3/yACy/8gAtP/IALX/yAC2/8gAt//IALj/yAC6/8gAw//IAMX/yADH/8gAzv/IAC4ACf/FAA//WQAR/1kAEv/FACT/xQBE/98ARv/fAEf/3wBI/98AUv/fAFT/3wCC/8UAg//FAIT/xQCF/8UAhv/FAIf/xQCI/8UAov/fAKP/3wCk/98Apf/fAKb/3wCn/98AqP/fAKn/3wCq/98Aq//fAKz/3wCt/98Asv/fALT/3wC1/98Atv/fALf/3wC4/98Auv/fAML/xQDD/98Axf/fAMf/3wDO/98A6f9ZAOz/WQDw/1kA+f/FAC0AI//YACb/2AAq/9gAMv/YADT/2ABE/9wARv/cAEf/3ABI/9wAUv/cAFT/3ABr/9gAcP/YAIn/2ACU/9gAlf/YAJb/2ACX/9gAmP/YAJr/2ACi/9wAo//cAKT/3ACl/9wApv/cAKf/3ACo/9wAqf/cAKr/3ACr/9wArP/cAK3/3ACy/9wAtP/cALX/3AC2/9wAt//cALj/3AC6/9wAw//cAMT/2ADF/9wAx//cAM3/2ADO/9wAJAAF/8wACf/VAAr/zAAM/9gADf/MABL/1QAk/9UAN/+yADn/yAA7/6sAPP+wAD3/wAA//8gAQP/YAGD/2ABs/8wAcv/MAHz/zACC/9UAg//VAIT/1QCF/9UAhv/VAIf/1QCI/9UAn/+wAML/1QDT/7AA1P/AANb/wADY/8AA5//MAOj/zADq/8wA6//MAPn/1QA+AAn/UAAP/9QAEP/YABH/1AAS/1AAJP9QADkALwA6ACEAPAAqAD8ALwBE/6AARv+gAEf/oABI/6AAUv+gAFT/oABt/9gAb//YAHn/2AB9/9gAgv9QAIP/UACE/1AAhf9QAIb/UACH/1AAiP9QAJ8AKgCi/6AAo/+gAKT/oACl/6AApv+gAKf/oACo/6AAqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9QAMP/oADF/6AAx/+gAM7/oADTACoA5f/YAOb/2ADp/9QA7P/UAO//2ADw/9QA8v/YAPP/2AD5/1AAJgAF/9gACf+9AAr/2AAN/9gAD/9VABH/VQAS/70AJP+9ADf/PAA5/30AO/+6ADz/MQA9/8YAP/99AGz/2ABy/9gAfP/YAIL/vQCD/70AhP+9AIX/vQCG/70Ah/+9AIj/vQCf/zEAwv+9ANP/MQDU/8YA1v/GANj/xgDn/9gA6P/YAOn/VQDq/9gA6//YAOz/VQDw/1UA+f+9ACYABf/YAAn/vQAK/9gADf/YAA//VQAR/1UAEv+9ACT/vQA3/zwAOf99ADv/ugA8/zEAPf/GAD//fQBs/9gAcv/YAHz/2ACC/70Ag/+9AIT/vQCF/70Ahv+9AIf/vQCI/70An/8xAML/vQDT/zEA1P/GANb/xgDY/8YA5//YAOj/2ADp/1UA6v/YAOv/2ADs/1UA8P9VAPn/vQAkAAX/zAAJ/9UACv/MAAz/2AAN/8wAEv/VACT/1QA3/7IAOf/IADv/qwA8/7AAPf/AAD//yABA/9gAYP/YAGz/zABy/8wAfP/MAIL/1QCD/9UAhP/VAIX/1QCG/9UAh//VAIj/1QCf/7AAwv/VANP/sADU/8AA1v/AANj/wADn/8wA6P/MAOr/zADr/8wA+f/VAD4ACf9QAA//1AAQ/9gAEf/UABL/UAAk/1AAOQAvADoAIQA8ACoAPwAvAET/oABG/6AAR/+gAEj/oABS/6AAVP+gAG3/2ABv/9gAef/YAH3/2ACC/1AAg/9QAIT/UACF/1AAhv9QAIf/UACI/1AAnwAqAKL/oACj/6AApP+gAKX/oACm/6AAp/+gAKj/oACp/6AAqv+gAKv/oACs/6AArf+gALL/oAC0/6AAtf+gALb/oAC3/6AAuP+gALr/oADC/1AAw/+gAMX/oADH/6AAzv+gANMAKgDl/9gA5v/YAOn/1ADs/9QA7//YAPD/1ADy/9gA8//YAPn/UAASAAn/RQAS/0UAJP9FADkAMQA6ADEAPAAoAD8AMQCC/0UAg/9FAIT/RQCF/0UAhv9FAIf/RQCI/0UAnwAoAML/RQDTACgA+f9FABIACf9FABL/RQAk/0UAOQAxADoAMQA8ACgAPwAxAIL/RQCD/0UAhP9FAIX/RQCG/0UAh/9FAIj/RQCfACgAwv9FANMAKAD5/0UAJgAF/9gACf+9AAr/2AAN/9gAD/9VABH/VQAS/70AJP+9ADf/PAA5/30AO/+6ADz/MQA9/8YAP/99AGz/2ABy/9gAfP/YAIL/vQCD/70AhP+9AIX/vQCG/70Ah/+9AIj/vQCf/zEAwv+9ANP/MQDU/8YA1v/GANj/xgDn/9gA6P/YAOn/VQDq/9gA6//YAOz/VQDw/1UA+f+9ABIACf9FABL/RQAk/0UAOQAxADoAMQA8ACgAPwAxAIL/RQCD/0UAhP9FAIX/RQCG/0UAh/9FAIj/RQCfACgAwv9FANMAKAD5/0UAPgAJ/1AAD//UABD/2AAR/9QAEv9QACT/UAA5AC8AOgAhADwAKgA/AC8ARP+gAEb/oABH/6AASP+gAFL/oABU/6AAbf/YAG//2AB5/9gAff/YAIL/UACD/1AAhP9QAIX/UACG/1AAh/9QAIj/UACfACoAov+gAKP/oACk/6AApf+gAKb/oACn/6AAqP+gAKn/oACq/6AAq/+gAKz/oACt/6AAsv+gALT/oAC1/6AAtv+gALf/oAC4/6AAuv+gAML/UADD/6AAxf+gAMf/oADO/6AA0wAqAOX/2ADm/9gA6f/UAOz/1ADv/9gA8P/UAPL/2ADz/9gA+f9QACYABf/YAAn/vQAK/9gADf/YAA//VQAR/1UAEv+9ACT/vQA3/zwAOf99ADv/ugA8/zEAPf/GAD//fQBs/9gAcv/YAHz/2ACC/70Ag/+9AIT/vQCF/70Ahv+9AIf/vQCI/70An/8xAML/vQDT/zEA1P/GANb/xgDY/8YA5//YAOj/2ADp/1UA6v/YAOv/2ADs/1UA8P9VAPn/vQA6AAX/QQAK/0EADf9BABD/vQAj/8UAJv/FACr/xQAtAEcAMv/FADT/xQA3/20AOP/YADn/dgA6/5oAPP9ZAD//dgBX/7sAWf/FAFr/0QBc/8UAa//FAGz/QQBt/70Ab/+9AHD/xQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/FAJT/xQCV/8UAlv/FAJf/xQCY/8UAmv/FAJv/2ACc/9gAnf/YAJ7/2ACf/1kAv//FAMH/xQDE/8UAzf/FANP/WQDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQA6AAX/QQAK/0EADf9BABD/vQAj/8UAJv/FACr/xQAtAEcAMv/FADT/xQA3/20AOP/YADn/dgA6/5oAPP9ZAD//dgBX/7sAWf/FAFr/0QBc/8UAa//FAGz/QQBt/70Ab/+9AHD/xQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/FAJT/xQCV/8UAlv/FAJf/xQCY/8UAmv/FAJv/2ACc/9gAnf/YAJ7/2ACf/1kAv//FAMH/xQDE/8UAzf/FANP/WQDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQA6AAX/QQAK/0EADf9BABD/vQAj/8UAJv/FACr/xQAtAEcAMv/FADT/xQA3/20AOP/YADn/dgA6/5oAPP9ZAD//dgBX/7sAWf/FAFr/0QBc/8UAa//FAGz/QQBt/70Ab/+9AHD/xQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/FAJT/xQCV/8UAlv/FAJf/xQCY/8UAmv/FAJv/2ACc/9gAnf/YAJ7/2ACf/1kAv//FAMH/xQDE/8UAzf/FANP/WQDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQA6AAX/QQAK/0EADf9BABD/vQAj/8UAJv/FACr/xQAtAEcAMv/FADT/xQA3/20AOP/YADn/dgA6/5oAPP9ZAD//dgBX/7sAWf/FAFr/0QBc/8UAa//FAGz/QQBt/70Ab/+9AHD/xQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/FAJT/xQCV/8UAlv/FAJf/xQCY/8UAmv/FAJv/2ACc/9gAnf/YAJ7/2ACf/1kAv//FAMH/xQDE/8UAzf/FANP/WQDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQA6AAX/QQAK/0EADf9BABD/vQAj/8UAJv/FACr/xQAtAEcAMv/FADT/xQA3/20AOP/YADn/dgA6/5oAPP9ZAD//dgBX/7sAWf/FAFr/0QBc/8UAa//FAGz/QQBt/70Ab/+9AHD/xQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/FAJT/xQCV/8UAlv/FAJf/xQCY/8UAmv/FAJv/2ACc/9gAnf/YAJ7/2ACf/1kAv//FAMH/xQDE/8UAzf/FANP/WQDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQA6AAX/QQAK/0EADf9BABD/vQAj/8UAJv/FACr/xQAtAEcAMv/FADT/xQA3/20AOP/YADn/dgA6/5oAPP9ZAD//dgBX/7sAWf/FAFr/0QBc/8UAa//FAGz/QQBt/70Ab/+9AHD/xQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/FAJT/xQCV/8UAlv/FAJf/xQCY/8UAmv/FAJv/2ACc/9gAnf/YAJ7/2ACf/1kAv//FAMH/xQDE/8UAzf/FANP/WQDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQAKABD/jwBt/48Ab/+PAHn/jwB9/48A5f+PAOb/jwDv/48A8v+PAPP/jwAkAAX/zAAJ/9UACv/MAAz/2AAN/8wAEv/VACT/1QA3/7IAOf/IADv/qwA8/7AAPf/AAD//yABA/9gAYP/YAGz/zABy/8wAfP/MAIL/1QCD/9UAhP/VAIX/1QCG/9UAh//VAIj/1QCf/7AAwv/VANP/sADU/8AA1v/AANj/wADn/8wA6P/MAOr/zADr/8wA+f/VACQABf/MAAn/1QAK/8wADP/YAA3/zAAS/9UAJP/VADf/sgA5/8gAO/+rADz/sAA9/8AAP//IAED/2ABg/9gAbP/MAHL/zAB8/8wAgv/VAIP/1QCE/9UAhf/VAIb/1QCH/9UAiP/VAJ//sADC/9UA0/+wANT/wADW/8AA2P/AAOf/zADo/8wA6v/MAOv/zAD5/9UAJAAF/8wACf/VAAr/zAAM/9gADf/MABL/1QAk/9UAN/+yADn/yAA7/6sAPP+wAD3/wAA//8gAQP/YAGD/2ABs/8wAcv/MAHz/zACC/9UAg//VAIT/1QCF/9UAhv/VAIf/1QCI/9UAn/+wAML/1QDT/7AA1P/AANb/wADY/8AA5//MAOj/zADq/8wA6//MAPn/1QAkAAX/zAAJ/9UACv/MAAz/2AAN/8wAEv/VACT/1QA3/7IAOf/IADv/qwA8/7AAPf/AAD//yABA/9gAYP/YAGz/zABy/8wAfP/MAIL/1QCD/9UAhP/VAIX/1QCG/9UAh//VAIj/1QCf/7AAwv/VANP/sADU/8AA1v/AANj/wADn/8wA6P/MAOr/zADr/8wA+f/VACQABf/MAAn/1QAK/8wADP/YAA3/zAAS/9UAJP/VADf/sgA5/8gAO/+rADz/sAA9/8AAP//IAED/2ABg/9gAbP/MAHL/zAB8/8wAgv/VAIP/1QCE/9UAhf/VAIb/1QCH/9UAiP/VAJ//sADC/9UA0/+wANT/wADW/8AA2P/AAOf/zADo/8wA6v/MAOv/zAD5/9UAJAAF/8wACf/VAAr/zAAM/9gADf/MABL/1QAk/9UAN/+yADn/yAA7/6sAPP+wAD3/wAA//8gAQP/YAGD/2ABs/8wAcv/MAHz/zACC/9UAg//VAIT/1QCF/9UAhv/VAIf/1QCI/9UAn/+wAML/1QDT/7AA1P/AANb/wADY/8AA5//MAOj/zADq/8wA6//MAPn/1QAMAAn/2AAS/9gAJP/YAIL/2ACD/9gAhP/YAIX/2ACG/9gAh//YAIj/2ADC/9gA+f/YAAwACf/YABL/2AAk/9gAgv/YAIP/2ACE/9gAhf/YAIb/2ACH/9gAiP/YAML/2AD5/9gADAAJ/9gAEv/YACT/2ACC/9gAg//YAIT/2ACF/9gAhv/YAIf/2ACI/9gAwv/YAPn/2AAMAAn/2AAS/9gAJP/YAIL/2ACD/9gAhP/YAIX/2ACG/9gAh//YAIj/2ADC/9gA+f/YAG0ABQA6AAn/aQAKADoADQA6AA/+/AAQ/0EAEf78ABL/aQAd/5AAHv+QACIAMgAj/8AAJP9pACb/wAAq/8AALf84ADL/wAA0/8AARP88AEb/PABH/zwASP88AEr/UQBQ/5AAUf+QAFL/PABT/5AAVP88AFX/kABW/zwAWP+QAF3/jABr/8AAbAA6AG3/QQBv/0EAcP/AAHIAOgB0AEcAdQBHAHf/kAB5/0EAewBHAHwAOgB9/0EAgv9pAIP/aQCE/2kAhf9pAIb/aQCH/2kAiP9pAIn/wACU/8AAlf/AAJb/wACX/8AAmP/AAJr/wACi/zwAo/88AKT/PACl/zwApv88AKf/PACo/zwAqf88AKr/PACr/zwArP88AK3/PACy/zwAs/+QALT/PAC1/zwAtv88ALf/PAC4/zwAuv88ALv/kAC8/5AAvf+QAL7/kADC/2kAw/88AMT/wADF/zwAx/88AMz/kADN/8AAzv88AND/PADS/zwA1f+MANf/jADZ/4wA5f9BAOb/QQDnADoA6AA6AOn+/ADqADoA6wA6AOz+/ADv/0EA8P78APL/QQDz/0EA+f9pACQABf/MAAn/1QAK/8wADP/YAA3/zAAS/9UAJP/VADf/sgA5/8gAO/+rADz/sAA9/8AAP//IAED/2ABg/9gAbP/MAHL/zAB8/8wAgv/VAIP/1QCE/9UAhf/VAIb/1QCH/9UAiP/VAJ//sADC/9UA0/+wANT/wADW/8AA2P/AAOf/zADo/8wA6v/MAOv/zAD5/9UADgAF/7AACv+wAAz/3AAN/7AAQP/cAFv/yABg/9wAbP+wAHL/sAB8/7AA5/+wAOj/sADq/7AA6/+wAA4ABf+wAAr/sAAM/9wADf+wAED/3ABb/8gAYP/cAGz/sABy/7AAfP+wAOf/sADo/7AA6v+wAOv/sAAOAAX/sAAK/7AADP/cAA3/sABA/9wAW//IAGD/3ABs/7AAcv+wAHz/sADn/7AA6P+wAOr/sADr/7AADgAF/7AACv+wAAz/3AAN/7AAQP/cAFv/yABg/9wAbP+wAHL/sAB8/7AA5/+wAOj/sADq/7AA6/+wAA4ABf+wAAr/sAAM/9wADf+wAED/3ABb/8gAYP/cAGz/sABy/7AAfP+wAOf/sADo/7AA6v+wAOv/sAARAAX/xAAK/8QADf/EAFn/3ABc/80AbP/EAHL/xAB0/4YAdf+GAHv/hgB8/8QAv//cAMH/3ADn/8QA6P/EAOr/xADr/8QADgAF/7AACv+wAAz/3AAN/7AAQP/cAFv/yABg/9wAbP+wAHL/sAB8/7AA5/+wAOj/sADq/7AA6/+wAA4ABf+wAAr/sAAM/9wADf+wAED/3ABb/8gAYP/cAGz/sABy/7AAfP+wAOf/sADo/7AA6v+wAOv/sAAOAAX/sAAK/7AADP/cAA3/sABA/9wAW//IAGD/3ABs/7AAcv+wAHz/sADn/7AA6P+wAOr/sADr/7AADgAF/7AACv+wAAz/3AAN/7AAQP/cAFv/yABg/9wAbP+wAHL/sAB8/7AA5/+wAOj/sADq/7AA6/+wAA4ABf+wAAr/sAAM/9wADf+wAED/3ABb/8gAYP/cAGz/sABy/7AAfP+wAOf/sADo/7AA6v+wAOv/sAAOAAX/sAAK/7AADP/cAA3/sABA/9wAW//IAGD/3ABs/7AAcv+wAHz/sADn/7AA6P+wAOr/sADr/7AALgAJ/8UAD/9pABH/aQAS/8UAJP/FAET/3wBG/98AR//fAEj/3wBS/98AVP/fAIL/xQCD/8UAhP/FAIX/xQCG/8UAh//FAIj/xQCi/98Ao//fAKT/3wCl/98Apv/fAKf/3wCo/98Aqf/fAKr/3wCr/98ArP/fAK3/3wCy/98AtP/fALX/3wC2/98At//fALj/3wC6/98Awv/FAMP/3wDF/98Ax//fAM7/3wDp/2kA7P9pAPD/aQD5/8UADgAF/7AACv+wAAz/3AAN/7AAQP/cAFv/yABg/9wAbP+wAHL/sAB8/7AA5/+wAOj/sADq/7AA6/+wAC4ACf/FAA//aQAR/2kAEv/FACT/xQBE/98ARv/fAEf/3wBI/98AUv/fAFT/3wCC/8UAg//FAIT/xQCF/8UAhv/FAIf/xQCI/8UAov/fAKP/3wCk/98Apf/fAKb/3wCn/98AqP/fAKn/3wCq/98Aq//fAKz/3wCt/98Asv/fALT/3wC1/98Atv/fALf/3wC4/98Auv/fAML/xQDD/98Axf/fAMf/3wDO/98A6f9pAOz/aQDw/2kA+f/FADoABf9BAAr/QQAN/0EAEP+9ACP/xQAm/8UAKv/FAC0ARwAy/8UANP/FADf/bQA4/9gAOf92ADr/mgA8/1kAP/92AFf/uwBZ/8UAWv/RAFz/xQBr/8UAbP9BAG3/vQBv/70AcP/FAHL/QQB0/zYAdf82AHn/vQB7/zYAfP9BAH3/vQCJ/8UAlP/FAJX/xQCW/8UAl//FAJj/xQCa/8UAm//YAJz/2ACd/9gAnv/YAJ//WQC//8UAwf/FAMT/xQDN/8UA0/9ZAOX/vQDm/70A5/9BAOj/QQDq/0EA6/9BAO//vQDy/70A8/+9AAoAEP+PAG3/jwBv/48Aef+PAH3/jwDl/48A5v+PAO//jwDy/48A8/+PAA4ABf+wAAr/sAAM/9wADf+wAED/3ABb/8gAYP/cAGz/sABy/7AAfP+wAOf/sADo/7AA6v+wAOv/sAAiAAX/ZAAK/2QADf9kABD/ngA5/1UAOv99ADz/WQA//1UAWf+wAFr/yABc/7AAbP9kAG3/ngBv/54Acv9kAHT/eAB1/3gAef+eAHv/eAB8/2QAff+eAJ//WQC//7AAwf+wANP/WQDl/54A5v+eAOf/ZADo/2QA6v9kAOv/ZADv/54A8v+eAPP/ngARAAX/xAAK/8QADf/EAFn/3ABc/80AbP/EAHL/xAB0/4YAdf+GAHv/hgB8/8QAv//cAMH/3ADn/8QA6P/EAOr/xADr/8QADgAF/7AACv+wAAz/3AAN/7AAQP/cAFv/yABg/9wAbP+wAHL/sAB8/7AA5/+wAOj/sADq/7AA6/+wAG0ABQA6AAn/aQAKADoADQA6AA/+/AAQ/0EAEf78ABL/aQAd/5AAHv+QACIAMgAj/8AAJP9pACb/wAAq/8AALf84ADL/wAA0/8AARP88AEb/PABH/zwASP88AEr/UQBQ/5AAUf+QAFL/PABT/5AAVP88AFX/kABW/zwAWP+QAF3/jABr/8AAbAA6AG3/QQBv/0EAcP/AAHIAOgB0AEcAdQBHAHf/kAB5/0EAewBHAHwAOgB9/0EAgv9pAIP/aQCE/2kAhf9pAIb/aQCH/2kAiP9pAIn/wACU/8AAlf/AAJb/wACX/8AAmP/AAJr/wACi/zwAo/88AKT/PACl/zwApv88AKf/PACo/zwAqf88AKr/PACr/zwArP88AK3/PACy/zwAs/+QALT/PAC1/zwAtv88ALf/PAC4/zwAuv88ALv/kAC8/5AAvf+QAL7/kADC/2kAw/88AMT/wADF/zwAx/88AMz/kADN/8AAzv88AND/PADS/zwA1f+MANf/jADZ/4wA5f9BAOb/QQDnADoA6AA6AOn+/ADqADoA6wA6AOz+/ADv/0EA8P78APL/QQDz/0EA+f9pABsAEP+uACIAJgAj/88AJv/PACr/zwAy/88ANP/PAGv/zwBt/64Ab/+uAHD/zwB5/64Aff+uAIn/zwCU/88Alf/PAJb/zwCX/88AmP/PAJr/zwDE/88Azf/PAOX/rgDm/64A7/+uAPL/rgDz/64AGwAQ/64AIgAmACP/zwAm/88AKv/PADL/zwA0/88Aa//PAG3/rgBv/64AcP/PAHn/rgB9/64Aif/PAJT/zwCV/88Alv/PAJf/zwCY/88Amv/PAMT/zwDN/88A5f+uAOb/rgDv/64A8v+uAPP/rgAbABD/rgAiACYAI//PACb/zwAq/88AMv/PADT/zwBr/88Abf+uAG//rgBw/88Aef+uAH3/rgCJ/88AlP/PAJX/zwCW/88Al//PAJj/zwCa/88AxP/PAM3/zwDl/64A5v+uAO//rgDy/64A8/+uACYABf/YAAn/vQAK/9gADf/YAA//VQAR/1UAEv+9ACT/vQA3/zwAOf99ADv/ugA8/zEAPf/GAD//fQBs/9gAcv/YAHz/2ACC/70Ag/+9AIT/vQCF/70Ahv+9AIf/vQCI/70An/8xAML/vQDT/zEA1P/GANb/xgDY/8YA5//YAOj/2ADp/1UA6v/YAOv/2ADs/1UA8P9VAPn/vQAmAAX/2AAJ/70ACv/YAA3/2AAP/1UAEf9VABL/vQAk/70AN/88ADn/fQA7/7oAPP8xAD3/xgA//30AbP/YAHL/2AB8/9gAgv+9AIP/vQCE/70Ahf+9AIb/vQCH/70AiP+9AJ//MQDC/70A0/8xANT/xgDW/8YA2P/GAOf/2ADo/9gA6f9VAOr/2ADr/9gA7P9VAPD/VQD5/70APgAJ/1AAD//UABD/2AAR/9QAEv9QACT/UAA5AC8AOgAhADwAKgA/AC8ARP+gAEb/oABH/6AASP+gAFL/oABU/6AAbf/YAG//2AB5/9gAff/YAIL/UACD/1AAhP9QAIX/UACG/1AAh/9QAIj/UACfACoAov+gAKP/oACk/6AApf+gAKb/oACn/6AAqP+gAKn/oACq/6AAq/+gAKz/oACt/6AAsv+gALT/oAC1/6AAtv+gALf/oAC4/6AAuv+gAML/UADD/6AAxf+gAMf/oADO/6AA0wAqAOX/2ADm/9gA6f/UAOz/1ADv/9gA8P/UAPL/2ADz/9gA+f9QAD4ACf9QAA//1AAQ/9gAEf/UABL/UAAk/1AAOQAvADoAIQA8ACoAPwAvAET/oABG/6AAR/+gAEj/oABS/6AAVP+gAG3/2ABv/9gAef/YAH3/2ACC/1AAg/9QAIT/UACF/1AAhv9QAIf/UACI/1AAnwAqAKL/oACj/6AApP+gAKX/oACm/6AAp/+gAKj/oACp/6AAqv+gAKv/oACs/6AArf+gALL/oAC0/6AAtf+gALb/oAC3/6AAuP+gALr/oADC/1AAw/+gAMX/oADH/6AAzv+gANMAKgDl/9gA5v/YAOn/1ADs/9QA7//YAPD/1ADy/9gA8//YAPn/UAAwAAX/xwAK/8cADf/HABD/LwAj/8wAJv/MACr/zAAy/8wANP/MADf/KwA5/x0AOv+JADz/GQA//x0AWf9pAFr/qQBc/20Aa//MAGz/xwBt/y8Ab/8vAHD/zABy/8cAef8vAHz/xwB9/y8Aif/MAJT/zACV/8wAlv/MAJf/zACY/8wAmv/MAJ//GQC//2kAwf9pAMT/zADN/8wA0/8ZAOX/LwDm/y8A5//HAOj/xwDq/8cA6//HAO//LwDy/y8A8/8vAD4ACf9QAA//1AAQ/9gAEf/UABL/UAAk/1AAOQAvADoAIQA8ACoAPwAvAET/oABG/6AAR/+gAEj/oABS/6AAVP+gAG3/2ABv/9gAef/YAH3/2ACC/1AAg/9QAIT/UACF/1AAhv9QAIf/UACI/1AAnwAqAKL/oACj/6AApP+gAKX/oACm/6AAp/+gAKj/oACp/6AAqv+gAKv/oACs/6AArf+gALL/oAC0/6AAtf+gALb/oAC3/6AAuP+gALr/oADC/1AAw/+gAMX/oADH/6AAzv+gANMAKgDl/9gA5v/YAOn/1ADs/9QA7//YAPD/1ADy/9gA8//YAPn/UAA+AAn/UAAP/9QAEP/YABH/1AAS/1AAJP9QADkALwA6ACEAPAAqAD8ALwBE/6AARv+gAEf/oABI/6AAUv+gAFT/oABt/9gAb//YAHn/2AB9/9gAgv9QAIP/UACE/1AAhf9QAIb/UACH/1AAiP9QAJ8AKgCi/6AAo/+gAKT/oACl/6AApv+gAKf/oACo/6AAqf+gAKr/oACr/6AArP+gAK3/oACy/6AAtP+gALX/oAC2/6AAt/+gALj/oAC6/6AAwv9QAMP/oADF/6AAx/+gAM7/oADTACoA5f/YAOb/2ADp/9QA7P/UAO//2ADw/9QA8v/YAPP/2AD5/1AAMAAF/8cACv/HAA3/xwAQ/y8AI//MACb/zAAq/8wAMv/MADT/zAA3/ysAOf8dADr/iQA8/xkAP/8dAFn/aQBa/6kAXP9tAGv/zABs/8cAbf8vAG//LwBw/8wAcv/HAHn/LwB8/8cAff8vAIn/zACU/8wAlf/MAJb/zACX/8wAmP/MAJr/zACf/xkAv/9pAMH/aQDE/8wAzf/MANP/GQDl/y8A5v8vAOf/xwDo/8cA6v/HAOv/xwDv/y8A8v8vAPP/LwAmAAX/2AAJ/70ACv/YAA3/2AAP/1UAEf9VABL/vQAk/70AN/88ADn/fQA7/7oAPP8xAD3/xgA//30AbP/YAHL/2AB8/9gAgv+9AIP/vQCE/70Ahf+9AIb/vQCH/70AiP+9AJ//MQDC/70A0/8xANT/xgDW/8YA2P/GAOf/2ADo/9gA6f9VAOr/2ADr/9gA7P9VAPD/VQD5/70AMAAF/8cACv/HAA3/xwAQ/y8AI//MACb/zAAq/8wAMv/MADT/zAA3/ysAOf8dADr/iQA8/xkAP/8dAFn/aQBa/6kAXP9tAGv/zABs/8cAbf8vAG//LwBw/8wAcv/HAHn/LwB8/8cAff8vAIn/zACU/8wAlf/MAJb/zACX/8wAmP/MAJr/zACf/xkAv/9pAMH/aQDE/8wAzf/MANP/GQDl/y8A5v8vAOf/xwDo/8cA6v/HAOv/xwDv/y8A8v8vAPP/LwAmAAX/2AAJ/70ACv/YAA3/2AAP/1UAEf9VABL/vQAk/70AN/88ADn/fQA7/7oAPP8xAD3/xgA//30AbP/YAHL/2AB8/9gAgv+9AIP/vQCE/70Ahf+9AIb/vQCH/70AiP+9AJ//MQDC/70A0/8xANT/xgDW/8YA2P/GAOf/2ADo/9gA6f9VAOr/2ADr/9gA7P9VAPD/VQD5/70AJgAF/9gACf+9AAr/2AAN/9gAD/9VABH/VQAS/70AJP+9ADf/PAA5/30AO/+6ADz/MQA9/8YAP/99AGz/2ABy/9gAfP/YAIL/vQCD/70AhP+9AIX/vQCG/70Ah/+9AIj/vQCf/zEAwv+9ANP/MQDU/8YA1v/GANj/xgDn/9gA6P/YAOn/VQDq/9gA6//YAOz/VQDw/1UA+f+9AD4ACf9QAA//1AAQ/9gAEf/UABL/UAAk/1AAOQAvADoAIQA8ACoAPwAvAET/oABG/6AAR/+gAEj/oABS/6AAVP+gAG3/2ABv/9gAef/YAH3/2ACC/1AAg/9QAIT/UACF/1AAhv9QAIf/UACI/1AAnwAqAKL/oACj/6AApP+gAKX/oACm/6AAp/+gAKj/oACp/6AAqv+gAKv/oACs/6AArf+gALL/oAC0/6AAtf+gALb/oAC3/6AAuP+gALr/oADC/1AAw/+gAMX/oADH/6AAzv+gANMAKgDl/9gA5v/YAOn/1ADs/9QA7//YAPD/1ADy/9gA8//YAPn/UAA6AAX/QQAK/0EADf9BABD/vQAj/8UAJv/FACr/xQAtAEcAMv/FADT/xQA3/20AOP/YADn/dgA6/5oAPP9ZAD//dgBX/7sAWf/FAFr/0QBc/8UAa//FAGz/QQBt/70Ab/+9AHD/xQBy/0EAdP82AHX/NgB5/70Ae/82AHz/QQB9/70Aif/FAJT/xQCV/8UAlv/FAJf/xQCY/8UAmv/FAJv/2ACc/9gAnf/YAJ7/2ACf/1kAv//FAMH/xQDE/8UAzf/FANP/WQDl/70A5v+9AOf/QQDo/0EA6v9BAOv/QQDv/70A8v+9APP/vQABAHIABQAKAAsADQAPABAAEQASACMAJAAmACcAKQAtAC4ALwAyADMANAA1ADcAOAA5ADoAOwA8AD0APgA/AEUASABJAEsATgBQAFEAUgBTAFUAWQBaAFsAXABeAGsAbABtAG8AcAByAHQAdQB5AHsAfAB9AIIAgwCEAIUAhgCHAIkAkgCUAJUAlgCXAJgAmwCcAJ0AngCfAKAAqACqAKsArACtALMAtAC1ALYAtwC4ALoAvwDAAMEAwgDEAMcAyQDMAM4A0wDUANYA2ADlAOYA5wDoAOkA6gDrAOwA7wDwAPIA8wD2APkAAQAAAAoAOACCAAJERkxUAA5sYXRuAB4ABAAAAAD//wADAAAAAgAEAAQAAAAA//8AAwABAAMABQAGY2FzZQAmY2FzZQAsbGlnYQAybGlnYQA4c3VwcwA+c3VwcwBEAAAAAQAAAAAAAQAAAAAAAQABAAAAAQABAAAAAQACAAAAAQACAAMACAAQABgAAQAAAAEAGAAEAAAAAQAsAAEAAAABAD4AAgBCAAsBCQEKAQsBDAENAQ4BDwEQAREBEgETAAEAQAABAAgAAgAGAAwBBgACAEwBBwACAE8AAgAsAAMAewB0AHUAAQALAEMAagBxAHYA2wDcAN4A3wDgAOIA4wABAAEASQACAAEAFAAWAAAAAAAAAAEAAAAA) format('truetype');
|
|
}
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@font-face {
|
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font-family: 'News Cycle';
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font-style: normal;
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font-weight: 400;
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|
src: local('News Cycle Regular'), local('NewsCycle-Regular'), 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) format('truetype');
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}
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@font-face {
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font-family: 'News Cycle';
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font-style: normal;
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font-weight: 700;
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src: local('News Cycle Bold'), local('NewsCycle-Bold'), 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) format('truetype');
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}
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</style>
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<!-- reveal.js -->
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<style type="text/css" >
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@charset "UTF-8";/*!
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* reveal.js
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* http://lab.hakim.se/reveal-js
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* MIT licensed
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*
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* Copyright (C) 2013 Hakim El Hattab, http://hakim.se
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.slides>section>section,.reveal.fade.exit-overview .slides section,.reveal.fade.exit-overview .slides>section>section{-webkit-transition:none;-moz-transition:none;-ms-transition:none;-o-transition:none;transition:none}.reveal .slides section[data-transition=none],.reveal.none .slides section{-webkit-transform:none;-moz-transform:none;-ms-transform:none;-o-transform:none;transform:none;-webkit-transition:none;-moz-transition:none;-ms-transition:none;-o-transition:none;transition:none}.reveal.overview .slides{-webkit-perspective-origin:0 0;-moz-perspective-origin:0 0;-ms-perspective-origin:0 0;perspective-origin:0 0;-webkit-perspective:700px;-moz-perspective:700px;-ms-perspective:700px;perspective:700px}.reveal.overview .slides section{height:600px;overflow:hidden;opacity:1!important;visibility:visible!important;cursor:pointer;background:rgba(0,0,0,.1)}.reveal.overview .slides section .fragment{opacity:1}.reveal.overview .slides section:after,.reveal.overview .slides section:before{display:none!important}.reveal.overview .slides section>section{opacity:1;cursor:pointer}.reveal.overview .slides section:hover{background:rgba(0,0,0,.3)}.reveal.overview .slides section.present{background:rgba(0,0,0,.3)}.reveal.overview .slides>section.stack{padding:0;background:0;overflow:visible}.reveal .pause-overlay{position:absolute;top:0;left:0;width:100%;height:100%;background:#000;visibility:hidden;opacity:0;z-index:100;-webkit-transition:all 1s ease;-moz-transition:all 1s ease;-ms-transition:all 1s ease;-o-transition:all 1s ease;transition:all 1s ease}.reveal.paused .pause-overlay{visibility:visible;opacity:1}.no-transforms{overflow-y:auto}.no-transforms .reveal .slides{position:relative;width:80%;height:auto!important;top:0;left:50%;margin:0;text-align:center}.no-transforms .reveal .controls,.no-transforms .reveal .progress{display:none!important}.no-transforms .reveal .slides section{display:block!important;opacity:1!important;position:relative!important;height:auto;min-height:auto;top:0;left:-50%;margin:70px 0;-webkit-transform:none;-moz-transform:none;-ms-transform:none;-o-transform:none;transform:none}.no-transforms .reveal .slides section section{left:0}.no-transition{-webkit-transition:none;-moz-transition:none;-ms-transition:none;-o-transition:none;transition:none}.reveal .state-background{position:absolute;width:100%;height:100%;background:rgba(0,0,0,0);-webkit-transition:background 800ms ease;-moz-transition:background 800ms ease;-ms-transition:background 800ms ease;-o-transition:background 800ms ease;transition:background 800ms ease}.alert .reveal .state-background{background:rgba(200,50,30,.6)}.soothe .reveal .state-background{background:rgba(50,200,90,.4)}.blackout .reveal .state-background{background:rgba(0,0,0,.6)}.whiteout .reveal .state-background{background:rgba(255,255,255,.6)}.cobalt .reveal .state-background{background:rgba(22,152,213,.6)}.mint .reveal .state-background{background:rgba(22,213,75,.6)}.submerge .reveal .state-background{background:rgba(12,25,77,.6)}.lila .reveal .state-background{background:rgba(180,50,140,.6)}.sunset .reveal .state-background{background:rgba(255,122,0,.6)}.reveal.rtl .slides,.reveal.rtl .slides h1,.reveal.rtl .slides h2,.reveal.rtl .slides h3,.reveal.rtl .slides h4,.reveal.rtl .slides h5,.reveal.rtl .slides h6{direction:rtl;font-family:sans-serif}.reveal.rtl pre,.reveal.rtl code{direction:ltr}.reveal.rtl ol,.reveal.rtl ul{text-align:right}.reveal.rtl .progress span{float:right}.reveal aside.notes{display:none}.zoomed .reveal *,.zoomed .reveal :before,.zoomed .reveal :after{-webkit-transform:none!important;-moz-transform:none!important;-ms-transform:none!important;transform:none!important;-webkit-backface-visibility:visible!important;-moz-backface-visibility:visible!important;-ms-backface-visibility:visible!important;backface-visibility:visible!important}.zoomed .reveal .progress,.zoomed .reveal .controls{opacity:0}.zoomed .reveal .roll span{background:0}.zoomed .reveal .roll span:after{visibility:hidden}
|
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</style>
|
|
<style type="text/css" >
|
|
/**
|
|
* A simple theme for reveal.js presentations, similar
|
|
* to the default theme. The accent color is darkblue.
|
|
*
|
|
* This theme is Copyright (C) 2012 Owen Versteeg, https://github.com/StereotypicalApps. It is MIT licensed.
|
|
* reveal.js is Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se
|
|
*/
|
|
/*********************************************
|
|
* GLOBAL STYLES
|
|
*********************************************/
|
|
body {
|
|
background: white;
|
|
background-color: white; }
|
|
|
|
.reveal {
|
|
font-family: "Lato", sans-serif;
|
|
font-size: 36px;
|
|
font-weight: 200;
|
|
letter-spacing: -0.02em;
|
|
color: black; }
|
|
|
|
::selection {
|
|
color: white;
|
|
background: rgba(0, 0, 0, 0.99);
|
|
text-shadow: none; }
|
|
|
|
/*********************************************
|
|
* HEADERS
|
|
*********************************************/
|
|
.reveal h1,
|
|
.reveal h2,
|
|
.reveal h3,
|
|
.reveal h4,
|
|
.reveal h5,
|
|
.reveal h6 {
|
|
margin: 0 0 20px 0;
|
|
color: black;
|
|
font-family: "News Cycle", Impact, sans-serif;
|
|
line-height: 0.9em;
|
|
letter-spacing: 0.02em;
|
|
text-transform: none;
|
|
text-shadow: none; }
|
|
|
|
.reveal h1 {
|
|
text-shadow: 0px 0px 6px rgba(0, 0, 0, 0.2); }
|
|
|
|
/*********************************************
|
|
* LINKS
|
|
*********************************************/
|
|
.reveal a:not(.image) {
|
|
color: darkblue;
|
|
text-decoration: none;
|
|
-webkit-transition: color .15s ease;
|
|
-moz-transition: color .15s ease;
|
|
-ms-transition: color .15s ease;
|
|
-o-transition: color .15s ease;
|
|
transition: color .15s ease; }
|
|
|
|
.reveal a:not(.image):hover {
|
|
color: #0000f1;
|
|
text-shadow: none;
|
|
border: none; }
|
|
|
|
.reveal .roll span:after {
|
|
color: #fff;
|
|
background: #00003f; }
|
|
|
|
/*********************************************
|
|
* IMAGES
|
|
*********************************************/
|
|
.reveal section img {
|
|
margin: 15px 0px;
|
|
background: rgba(255, 255, 255, 0.12);
|
|
border: 4px solid black;
|
|
box-shadow: 0 0 10px rgba(0, 0, 0, 0.15);
|
|
-webkit-transition: all .2s linear;
|
|
-moz-transition: all .2s linear;
|
|
-ms-transition: all .2s linear;
|
|
-o-transition: all .2s linear;
|
|
transition: all .2s linear; }
|
|
|
|
.reveal a:hover img {
|
|
background: rgba(255, 255, 255, 0.2);
|
|
border-color: darkblue;
|
|
box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); }
|
|
|
|
/*********************************************
|
|
* NAVIGATION CONTROLS
|
|
*********************************************/
|
|
.reveal .controls div.navigate-left,
|
|
.reveal .controls div.navigate-left.enabled {
|
|
border-right-color: darkblue; }
|
|
|
|
.reveal .controls div.navigate-right,
|
|
.reveal .controls div.navigate-right.enabled {
|
|
border-left-color: darkblue; }
|
|
|
|
.reveal .controls div.navigate-up,
|
|
.reveal .controls div.navigate-up.enabled {
|
|
border-bottom-color: darkblue; }
|
|
|
|
.reveal .controls div.navigate-down,
|
|
.reveal .controls div.navigate-down.enabled {
|
|
border-top-color: darkblue; }
|
|
|
|
.reveal .controls div.navigate-left.enabled:hover {
|
|
border-right-color: #0000f1; }
|
|
|
|
.reveal .controls div.navigate-right.enabled:hover {
|
|
border-left-color: #0000f1; }
|
|
|
|
.reveal .controls div.navigate-up.enabled:hover {
|
|
border-bottom-color: #0000f1; }
|
|
|
|
.reveal .controls div.navigate-down.enabled:hover {
|
|
border-top-color: #0000f1; }
|
|
|
|
/*********************************************
|
|
* PROGRESS BAR
|
|
*********************************************/
|
|
.reveal .progress {
|
|
background: rgba(0, 0, 0, 0.2); }
|
|
|
|
.reveal .progress span {
|
|
background: darkblue;
|
|
-webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
|
|
-moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
|
|
-ms-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
|
|
-o-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
|
|
transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }
|
|
|
|
</style>
|
|
|
|
<style type="text/css">
|
|
|
|
.reveal h1 {
|
|
font-size: 2.5em;
|
|
}
|
|
|
|
.reveal h1,
|
|
.reveal h2,
|
|
.reveal h3,
|
|
.reveal h4,
|
|
.reveal h5,
|
|
.reveal h6 {
|
|
margin-bottom: .6em;
|
|
}
|
|
|
|
.reveal p,
|
|
.reveal table {
|
|
margin-bottom: 1em;
|
|
}
|
|
|
|
.reveal li {
|
|
margin-bottom: .4em;
|
|
}
|
|
|
|
.reveal ul ul,
|
|
.reveal ul ol,
|
|
.reveal ol ol,
|
|
.reveal ol ul {
|
|
margin-top: .4em;
|
|
}
|
|
|
|
.reveal .slides {
|
|
text-align: left;
|
|
}
|
|
|
|
.reveal small {
|
|
font-size: 0.85em;
|
|
}
|
|
|
|
.reveal pre {
|
|
margin-top: 0;
|
|
max-width: 95%;
|
|
border: 1px solid #ccc;
|
|
white-space: pre-wrap;
|
|
margin-bottom: 1em;
|
|
}
|
|
|
|
.reveal pre code {
|
|
display: block; padding: 0.5em;
|
|
font-size: 1.6em;
|
|
line-height: 1.1em;
|
|
background-color: white;
|
|
overflow: visible;
|
|
max-height: none;
|
|
word-wrap: normal;
|
|
}
|
|
|
|
.reveal code {
|
|
overflow: visible;
|
|
max-height: none;
|
|
}
|
|
|
|
.reveal code.r {
|
|
background-color: #F8F8F8;
|
|
}
|
|
|
|
.reveal code.cpp {
|
|
background-color: #F8F8F8;
|
|
}
|
|
|
|
.reveal section del {
|
|
text-decoration: none;
|
|
color: #AAB1BA;
|
|
}
|
|
|
|
.reveal section img {
|
|
border: none;
|
|
}
|
|
|
|
.reveal section .fieldError {
|
|
margin-bottom: 25px;
|
|
}
|
|
|
|
.reveal section .fieldError span {
|
|
color: red;
|
|
}
|
|
|
|
.prompt .reveal .state-background {
|
|
background: #C6D7DC;
|
|
}
|
|
|
|
.quiz-multichoice .reveal .state-background {
|
|
background: rgba(254,220,179,1);
|
|
}
|
|
|
|
.quiz-multichoice .reveal ul {
|
|
list-style-type: none;
|
|
margin-bottom: 30px;
|
|
}
|
|
|
|
.quiz-multichoice .reveal li {
|
|
margin-top: 15px;
|
|
}
|
|
|
|
.quiz-multichoice .reveal .quizFeedback {
|
|
margin-bottom: 30px;
|
|
}
|
|
|
|
.quiz-multichoice .reveal .quizFeedback img {
|
|
border: none;
|
|
box-shadow: none;
|
|
background: transparent;
|
|
float: left;
|
|
margin-top: -15px;
|
|
}
|
|
|
|
.quiz-multichoice .reveal .quizFeedback span {
|
|
font-size: 1.4em;
|
|
margin-left: 12px;
|
|
}
|
|
|
|
.section .reveal .state-background {
|
|
background: #96A2B6;
|
|
}
|
|
|
|
.section .reveal h1,
|
|
.section .reveal h2,
|
|
.section .reveal p {
|
|
color: white;
|
|
margin-top: 50px;
|
|
}
|
|
|
|
.sub-section .reveal .state-background {
|
|
background: #E7E8EA
|
|
}
|
|
|
|
.sub-section .reveal h2,
|
|
.sub-section .reveal p {
|
|
color: #63717B;
|
|
margin-top: 50px;
|
|
}
|
|
|
|
.reveal strong {
|
|
color: #25679E;
|
|
}
|
|
|
|
.reveal .controls {
|
|
right: -20px;
|
|
bottom: 5px;
|
|
}
|
|
|
|
.reveal .controls div.navigate-left {
|
|
top: 75px;
|
|
}
|
|
|
|
.reveal .controls div.navigate-right {
|
|
left: 54px;
|
|
top: 75px;
|
|
}
|
|
|
|
|
|
.reveal .controls div.navigate-up {
|
|
display: none;
|
|
}
|
|
|
|
.reveal .controls div.navigate-down {
|
|
display: none;
|
|
}
|
|
|
|
/*********************************************
|
|
* NAVIGATION CONTROLS
|
|
*********************************************/
|
|
|
|
.reveal .controls div.navigate-left,
|
|
.reveal .controls div.navigate-left.enabled {
|
|
border-right-color: #25679E;
|
|
}
|
|
|
|
.reveal .controls div.navigate-right,
|
|
.reveal .controls div.navigate-right.enabled {
|
|
border-left-color: #25679E;
|
|
}
|
|
|
|
.reveal .controls div.navigate-up,
|
|
.reveal .controls div.navigate-up.enabled {
|
|
border-bottom-color: #25679E;
|
|
}
|
|
|
|
.reveal .controls div.navigate-down,
|
|
.reveal .controls div.navigate-down.enabled {
|
|
border-top-color: #25679E;
|
|
}
|
|
|
|
.reveal .controls div.navigate-left.enabled:hover {
|
|
border-right-color: #267EC8;
|
|
}
|
|
|
|
.reveal .controls div.navigate-right.enabled:hover {
|
|
border-left-color: #267EC8;
|
|
}
|
|
|
|
.reveal .controls div.navigate-up.enabled:hover {
|
|
border-bottom-color: #267EC8;
|
|
}
|
|
|
|
.reveal .controls div.navigate-down.enabled:hover {
|
|
border-top-color: #267EC8;
|
|
}
|
|
|
|
.reveal .progress span {
|
|
background: #25679E;
|
|
}
|
|
|
|
.reveal .slides>section,
|
|
.reveal .slides>section>section {
|
|
padding: 0px 0px;
|
|
}
|
|
|
|
|
|
.reveal table {
|
|
border-width: 1px;
|
|
border-spacing: 2px;
|
|
border-style: dotted;
|
|
border-color: gray;
|
|
border-collapse: collapse;
|
|
font-size: 0.7em;
|
|
}
|
|
|
|
.reveal table th {
|
|
border-width: 1px;
|
|
padding-left: 10px;
|
|
padding-right: 25px;
|
|
font-weight: bold;
|
|
border-style: dotted;
|
|
border-color: gray;
|
|
}
|
|
|
|
.reveal table td {
|
|
border-width: 1px;
|
|
padding-left: 10px;
|
|
padding-right: 25px;
|
|
border-style: dotted;
|
|
border-color: gray;
|
|
}
|
|
|
|
.reveal blockquote {
|
|
display: block;
|
|
position: relative;
|
|
width: 90%;
|
|
margin: 5px auto;
|
|
padding: 5px;
|
|
|
|
font-style: normal;
|
|
background: #C6D7DC;
|
|
border: 1px solid #C6D7DC;
|
|
box-shadow: none;
|
|
}
|
|
|
|
.reveal blockquote p:first-child,
|
|
.reveal blockquote p:last-child {
|
|
display: block;
|
|
}
|
|
|
|
.reveal blockquote:before {
|
|
content: '';
|
|
}
|
|
|
|
.reveal blockquote:after {
|
|
content: '';
|
|
}
|
|
|
|
|
|
.reveal ol,
|
|
.reveal ul {
|
|
margin: 0 0 .5em 1.2em;
|
|
}
|
|
|
|
.reveal .slides section {
|
|
height: 100%;
|
|
}
|
|
|
|
.reveal .slides section .slideContent h2 {
|
|
font-size: 1.3em;
|
|
font-weight: bold;
|
|
}
|
|
|
|
.reveal .slides section .slideContent h3 {
|
|
font-size: 1.1em;
|
|
font-weight: bold;
|
|
}
|
|
|
|
.reveal .slides section .column {
|
|
position: fixed;
|
|
width: 48%;
|
|
top: 2.5em;
|
|
bottom: 0;
|
|
}
|
|
|
|
.reveal .slides section .column1 {
|
|
left: 0;
|
|
}
|
|
|
|
.reveal .slides section .column2 {
|
|
right: 0;
|
|
}
|
|
|
|
.reveal .slides section .column img {
|
|
max-width: 95%;
|
|
max-height: 95%;
|
|
height: auto;
|
|
}
|
|
|
|
.reveal .slides section .mediaOnly {
|
|
position: absolute;
|
|
width: 100%;
|
|
top: 2.5em;
|
|
bottom: 0;
|
|
}
|
|
|
|
.reveal .slides section .mediaOnly img {
|
|
max-width: 90%;
|
|
max-height: 90%;
|
|
height: auto;
|
|
}
|
|
|
|
.reveal .slides section .mediaInline img {
|
|
max-width: 90%;
|
|
max-height: 50%;
|
|
width: auto;
|
|
}
|
|
|
|
.reveal .slides section .mediaOnly video {
|
|
height: 90%;
|
|
width: 90%;
|
|
}
|
|
|
|
.reveal .slides section .mediaInline video {
|
|
height: 50%;
|
|
width: 90%;
|
|
}
|
|
|
|
.reveal .slides section .noTitle {
|
|
top: 0;
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
.reveal {
|
|
font-family: "Lato", sans-serif;
|
|
}
|
|
|
|
.reveal h1,
|
|
.reveal h2,
|
|
.reveal h3,
|
|
.reveal h4,
|
|
.reveal h5,
|
|
.reveal h6 {
|
|
font-family: "News Cycle", Impact, sans-serif;
|
|
}
|
|
|
|
|
|
|
|
</style>
|
|
|
|
<!-- reveal print css -->
|
|
<style type="text/css" media="print" >
|
|
/* Default Print Stylesheet Template
|
|
by Rob Glazebrook of CSSnewbie.com
|
|
Last Updated: June 4, 2008
|
|
|
|
Feel free (nay, compelled) to edit, append, and
|
|
manipulate this file as you see fit. */
|
|
|
|
|
|
/* SECTION 1: Set default width, margin, float, and
|
|
background. This prevents elements from extending
|
|
beyond the edge of the printed page, and prevents
|
|
unnecessary background images from printing */
|
|
|
|
* {
|
|
-webkit-print-color-adjust: exact;
|
|
}
|
|
|
|
body {
|
|
font-size: 18pt;
|
|
width: auto;
|
|
height: auto;
|
|
border: 0;
|
|
padding: 0;
|
|
float: none !important;
|
|
overflow: visible;
|
|
}
|
|
|
|
html {
|
|
width: 100%;
|
|
height: 100%;
|
|
overflow: visible;
|
|
}
|
|
|
|
@page {
|
|
size: letter landscape;
|
|
margin: 0;
|
|
}
|
|
|
|
/* SECTION 2: Remove any elements not needed in print.
|
|
This would include navigation, ads, sidebars, etc. */
|
|
.nestedarrow,
|
|
.controls,
|
|
.reveal .progress,
|
|
.reveal.overview,
|
|
.fork-reveal,
|
|
.share-reveal,
|
|
.state-background {
|
|
display: none !important;
|
|
}
|
|
|
|
/* SECTION 3: Set body font face, size, and color.
|
|
Consider using a serif font for readability. */
|
|
body, p, td, li, div {
|
|
font-size: 18pt;
|
|
}
|
|
|
|
/* SECTION 4: Set heading font face, sizes, and color.
|
|
Diffrentiate your headings from your body text.
|
|
Perhaps use a large sans-serif for distinction. */
|
|
h1,h2,h3,h4,h5,h6 {
|
|
text-shadow: 0 0 0 #000 !important;
|
|
}
|
|
|
|
/* SECTION 5: Make hyperlinks more usable.
|
|
Ensure links are underlined, and consider appending
|
|
the URL to the end of the link for usability. */
|
|
a:link,
|
|
a:visited {
|
|
font-weight: bold;
|
|
text-decoration: underline;
|
|
}
|
|
|
|
|
|
/* SECTION 6: more reveal.js specific additions by @skypanther */
|
|
ul, ol, div, p {
|
|
visibility: visible;
|
|
position: static;
|
|
width: auto;
|
|
height: auto;
|
|
display: block;
|
|
overflow: visible;
|
|
margin: auto;
|
|
}
|
|
.reveal .slides {
|
|
position: static;
|
|
width: 100%;
|
|
height: auto;
|
|
|
|
left: auto;
|
|
top: auto;
|
|
margin-left: auto;
|
|
margin-right: auto;
|
|
margin-top: auto;
|
|
padding: auto;
|
|
|
|
overflow: visible;
|
|
display: block;
|
|
|
|
text-align: center;
|
|
|
|
-webkit-perspective: none;
|
|
-moz-perspective: none;
|
|
-ms-perspective: none;
|
|
perspective: none;
|
|
|
|
-webkit-perspective-origin: 50% 50%; /* there isn't a none/auto value but 50-50 is the default */
|
|
-moz-perspective-origin: 50% 50%;
|
|
-ms-perspective-origin: 50% 50%;
|
|
perspective-origin: 50% 50%;
|
|
}
|
|
.reveal .slides section {
|
|
|
|
page-break-after: always !important;
|
|
|
|
visibility: visible !important;
|
|
position: static !important;
|
|
width: 100% !important;
|
|
height: auto !important;
|
|
min-height: initial !important;
|
|
display: block !important;
|
|
overflow: visible !important;
|
|
|
|
left: 0 !important;
|
|
top: 0 !important;
|
|
margin-left: 0px !important;
|
|
margin-top: 50px !important;
|
|
padding: 20px 0px !important;
|
|
|
|
opacity: 1 !important;
|
|
|
|
-webkit-transform-style: flat !important;
|
|
-moz-transform-style: flat !important;
|
|
-ms-transform-style: flat !important;
|
|
transform-style: flat !important;
|
|
|
|
-webkit-transform: none !important;
|
|
-moz-transform: none !important;
|
|
-ms-transform: none !important;
|
|
transform: none !important;
|
|
}
|
|
.reveal section.stack {
|
|
margin: 0px !important;
|
|
padding: 0px !important;
|
|
page-break-after: avoid !important;
|
|
}
|
|
.reveal section .fragment {
|
|
opacity: 1 !important;
|
|
visibility: visible !important;
|
|
|
|
-webkit-transform: none !important;
|
|
-moz-transform: none !important;
|
|
-ms-transform: none !important;
|
|
transform: none !important;
|
|
}
|
|
.reveal img {
|
|
box-shadow: none;
|
|
}
|
|
.reveal .roll {
|
|
overflow: visible;
|
|
line-height: 1em;
|
|
}
|
|
.reveal small a {
|
|
font-size: 16pt !important;
|
|
}
|
|
|
|
</style>
|
|
|
|
<!-- Styles for R syntax highlighter -->
|
|
<style type="text/css">
|
|
pre .operator,
|
|
pre .paren {
|
|
color: rgb(104, 118, 135)
|
|
}
|
|
|
|
pre .literal {
|
|
color: rgb(88, 72, 246)
|
|
}
|
|
|
|
pre .number {
|
|
color: rgb(0, 0, 205);
|
|
}
|
|
|
|
pre .comment {
|
|
color: rgb(76, 136, 107);
|
|
}
|
|
|
|
pre .keyword {
|
|
color: rgb(0, 0, 255);
|
|
}
|
|
|
|
pre .identifier {
|
|
color: rgb(0, 0, 0);
|
|
}
|
|
|
|
pre .string {
|
|
color: rgb(3, 106, 7);
|
|
}
|
|
</style>
|
|
|
|
<!-- R syntax highlighter -->
|
|
<script type="text/javascript">
|
|
var hljs=new function(){function m(p){return p.replace(/&/gm,"&").replace(/</gm,"<")}function f(r,q,p){return RegExp(q,"m"+(r.cI?"i":"")+(p?"g":""))}function b(r){for(var p=0;p<r.childNodes.length;p++){var q=r.childNodes[p];if(q.nodeName=="CODE"){return q}if(!(q.nodeType==3&&q.nodeValue.match(/\s+/))){break}}}function h(t,s){var p="";for(var r=0;r<t.childNodes.length;r++){if(t.childNodes[r].nodeType==3){var q=t.childNodes[r].nodeValue;if(s){q=q.replace(/\n/g,"")}p+=q}else{if(t.childNodes[r].nodeName=="BR"){p+="\n"}else{p+=h(t.childNodes[r])}}}if(/MSIE [678]/.test(navigator.userAgent)){p=p.replace(/\r/g,"\n")}return p}function a(s){var r=s.className.split(/\s+/);r=r.concat(s.parentNode.className.split(/\s+/));for(var q=0;q<r.length;q++){var p=r[q].replace(/^language-/,"");if(e[p]){return p}}}function c(q){var p=[];(function(s,t){for(var 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<section data-state="section" data-transition="linear" data-transition-speed="default">
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<h1>Introduction to R</h1><p>Jeffery Russell<br/>9-30-19</p>
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<div class="mediaInline slideContent" >
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<h2>RIT Scientific Computing Group</h2>
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" alt="R"/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>History</h3>
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<div class="mediaInline slideContent" >
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<ul>
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<li>Back in the day (1976) Bell Laboratories created the S statistical programming language</li>
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<li>People were sad because it was exclusively licensed by AT&T</li>
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<li>During the 90's a group of people developed a S replacement called R and it was licensed under GNU</li>
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</ul>
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<p><img 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" alt=""/></p>
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</div>
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|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Why use R</h3>
|
|
<div class="slideContent" >
|
|
<ul>
|
|
<li>Statistics and data analysis</li>
|
|
<li>Machine learning</li>
|
|
<li>Fast prototyping</li>
|
|
<li>Creating graphs</li>
|
|
<li>Writing research papers and reports</li>
|
|
</ul>
|
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|
|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>R Markdown</h3>
|
|
<div class="slideContent" >
|
|
<p>Using R markdown you can easily create reports and presentations by embedding your code in the report.
|
|
This has major advantages.</p>
|
|
|
|
<ul>
|
|
<li>Easier to reproduce other people's research</li>
|
|
<li>Easy to re-run your analysis if the data changes – no more re-generating 10 charts and re-computing statistical tests</li>
|
|
<li> Easy to export to other formats</li>
|
|
</ul>
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|
|
</div>
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|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Embedding Code Output in a Document</h3>
|
|
<div class="slideContent" >
|
|
<pre><code class="r">summary(cars)
|
|
</code></pre>
|
|
|
|
<pre><code> speed dist
|
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Min. : 4.0 Min. : 2.00
|
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1st Qu.:12.0 1st Qu.: 26.00
|
|
Median :15.0 Median : 36.00
|
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Mean :15.4 Mean : 42.98
|
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3rd Qu.:19.0 3rd Qu.: 56.00
|
|
Max. :25.0 Max. :120.00
|
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</code></pre>
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</div>
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|
|
</section>
|
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<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Embedding Graphs in a Document</h3>
|
|
<div class="slideContent" >
|
|
<pre><code class="r">plot(mtcars$wt, mtcars$mpg, main="Weight vs MPG", xlab = "weight", ylab="MPG")
|
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</code></pre>
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|
<p><img src="data:image/png;base64,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" title="plot of chunk unnamed-chunk-2" alt="plot of chunk unnamed-chunk-2" width="50%" /></p>
|
|
|
|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Syntax</h3>
|
|
<div class="slideContent" >
|
|
<ul>
|
|
<li>Syntax of R is C-esk with its use of curly braces</li>
|
|
<li>Variables are similar to python since it infers your data type used</li>
|
|
<li>Type system is rather weird, the base unit for everything is a vector– even integers</li>
|
|
</ul>
|
|
|
|
<pre><code class="r">x <- 0
|
|
if (x < 0)
|
|
{
|
|
print("Negative number")
|
|
} else if (x > 0)
|
|
{
|
|
print("Positive number")
|
|
} else
|
|
{
|
|
print("Zero")
|
|
}
|
|
</code></pre>
|
|
|
|
<pre><code>[1] "Zero"
|
|
</code></pre>
|
|
|
|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Syntax: For Loops</h3>
|
|
<div class="slideContent" >
|
|
<pre><code class="r">for(i in 1:5)
|
|
{
|
|
print(i)
|
|
}
|
|
</code></pre>
|
|
|
|
<pre><code>[1] 1
|
|
[1] 2
|
|
[1] 3
|
|
[1] 4
|
|
[1] 5
|
|
</code></pre>
|
|
|
|
<pre><code class="r">for(i in (1:5)*2)
|
|
{
|
|
print(i)
|
|
}
|
|
</code></pre>
|
|
|
|
<pre><code>[1] 2
|
|
[1] 4
|
|
[1] 6
|
|
[1] 8
|
|
[1] 10
|
|
</code></pre>
|
|
|
|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Syntax: While Loops</h3>
|
|
<div class="slideContent" >
|
|
<pre><code class="r">x <- 2
|
|
|
|
while(x == 2)
|
|
{
|
|
print("Stonks")
|
|
x = x + 1
|
|
}
|
|
</code></pre>
|
|
|
|
<pre><code>[1] "Stonks"
|
|
</code></pre>
|
|
|
|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Syntax cont</h3>
|
|
<div class="mediaOnly slideContent" >
|
|
<p><img 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" alt=""/></p>
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|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Syntax: Arrays</h3>
|
|
<div class="slideContent" >
|
|
<p>Arrays are 1 indexed.</p>
|
|
|
|
<pre><code class="r">for(i in c(1,4,5))
|
|
{
|
|
print(i)
|
|
}
|
|
</code></pre>
|
|
|
|
<pre><code>[1] 1
|
|
[1] 4
|
|
[1] 5
|
|
</code></pre>
|
|
|
|
<pre><code class="r">ar <- c(1,3,9)
|
|
|
|
print(ar[2])
|
|
</code></pre>
|
|
|
|
<pre><code>[1] 3
|
|
</code></pre>
|
|
|
|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Getting Help</h3>
|
|
<div class="slideContent" >
|
|
<p>Using the built in help command, you can view documentation for any function. </p>
|
|
|
|
<pre><code class="r">help(plot)
|
|
</code></pre>
|
|
|
|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>Making Graphs</h3>
|
|
<div class="slideContent" >
|
|
<pre><code class="r">plot(x=1:10, y=(1:10)^2, xlab = "x", ylab = "y", main="Ez")
|
|
</code></pre>
|
|
|
|
<p><img src="data:image/png;base64,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" title="plot of chunk unnamed-chunk-10" alt="plot of chunk unnamed-chunk-10" width="50%" /></p>
|
|
|
|
</div>
|
|
|
|
</section>
|
|
<section data-transition="linear" data-transition-speed="default">
|
|
<h3>ML Example pt: 1</h3>
|
|
<div class="slideContent" >
|
|
<pre><code class="r">ggplot(data = iris) +
|
|
theme(plot.title = element_text(hjust = 0.5)) +
|
|
ggtitle("Iris Flower Set") +
|
|
geom_point(mapping = aes(x=Sepal.Length, y=Petal.Length, color = Species)) +
|
|
labs(x = "Sepal Length", y = "Petal Length", color="Phase") +
|
|
theme_bw()
|
|
</code></pre>
|
|
|
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<p><img 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" title="plot of chunk unnamed-chunk-11" alt="plot of chunk unnamed-chunk-11" width="75%" /></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>ML Example pt: 2</h3>
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<div class="slideContent" >
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<pre><code class="r">ggplot(data = iris) + theme(plot.title = element_text(hjust = 0.5)) +
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ggtitle("Iris Flow Length") +
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geom_boxplot(mapping = aes(y=Petal.Length, x = Species), outlier.colour = "red", outlier.shape = 1) +
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labs(x = "Flower Type", y = "Petal Length") +
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coord_flip() +
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theme_bw()
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</code></pre>
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<p><img 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" title="plot of chunk unnamed-chunk-12" alt="plot of chunk unnamed-chunk-12" width="50%" /></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Super Cool ML Example pt: 3</h3>
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<div class="slideContent" >
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<pre><code class="r">sc <- spark_connect(master = "local")
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|
iris_tbl <- sdf_copy_to(sc, iris, name = "iris_tbl", overwrite = TRUE)
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partitions <- iris_tbl %>%
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sdf_partition(training = 0.7, test = 0.3, seed = 1111)
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|
|
iris_training <- partitions$training
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|
iris_test <- partitions$test
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|
|
|
dt_model <- iris_training %>%
|
|
ml_decision_tree(Species ~ .)
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|
|
pred <- ml_predict(dt_model, iris_test)
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|
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ml_multiclass_classification_evaluator(pred)
|
|
</code></pre>
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|
|
|
<pre><code>[1] 0.9451737
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</code></pre>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
|
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<h3>Resources</h3>
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<div class="slideContent" >
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<ul>
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<li><a href="https://jrtechs.net/data-science/r-programming-language">R Language Overview</a></li>
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<li><a href="https://www.rstudio.com/">R Studio</a></li>
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<li><a href="https://r4ds.had.co.nz/">R 4 Data Science</a></li>
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</ul>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Questions?</h3>
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<div class="mediaOnly slideContent" >
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<p><img 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" alt=""/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Workshop</h3>
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<div class="mediaInline slideContent" >
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<p>Visualize the built in “mpg” data-set from the tidyverse library.</p>
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<p>Step 1: Install Tidyverse package in R and include it in your R Script</p>
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<pre><code># Install tidyverse
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install.packages("tidyverse")
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# Include tidyverse in project
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library(tidyverse)
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</code></pre>
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<p><img src="data:image/jpeg;base64,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" alt=""/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Engine Size Vs MPG Normal Plot</h3>
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<div class="mediaInline slideContent" >
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<pre><code class="r">plot(x = mpg$displ, y=mpg$hwy, main="Engine Size(Liters) vs MPG")
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</code></pre>
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<p><img 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" alt="plot of chunk unnamed-chunk-14"/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Engine Size Vs MPG</h3>
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<div class="mediaInline slideContent" >
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<pre><code class="r">ggplot(data = mpg) + geom_point(mapping=aes(x=displ, y = hwy))
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</code></pre>
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<p><img 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" alt="plot of chunk unnamed-chunk-15"/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Engine Size Vs MPG with color Mappings</h3>
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<div class="mediaInline slideContent" >
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<pre><code class="r">ggplot(data = mpg) + geom_point(mapping=aes(x=displ, y = hwy, color=class))
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</code></pre>
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<p><img 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" alt="plot of chunk unnamed-chunk-16"/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Engine Size Vs MPG with shape Mappings</h3>
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<div class="mediaInline slideContent" >
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<pre><code class="r">ggplot(data = mpg) + geom_point(mapping=aes(x=displ, y = hwy, shape=class))
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</code></pre>
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<p><img 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" alt="plot of chunk unnamed-chunk-17"/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Engine Size Vs MPG For each Class</h3>
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<div class="mediaInline slideContent" >
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<pre><code class="r">ggplot(data = mpg) + geom_point(mapping=aes(x=displ, y = hwy)) + facet_wrap(~ class, nrow=3)
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</code></pre>
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<p><img 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tJ7kH78Ls0OPI3qOfxrG/DZj3V8CO7r2HVyx0JaWvdix/u2alVeA77wJUK20MSAAYN6vK1elOa//dyYLOtWLYH/fnSPaQX+B96oLbgxG8c97cCruvVHk/CMnoR5wds5I/ArIbgib5lX79Xg4eXmAO7ZSvD8SiHQS8HzBC6XETz7l5V6VXU3AQ8Xcau4ZyvB85mO27wUPJze+7X0S5oLqbnc8GvwiYQ89Q13NwFfEDdxo+rZWvBvEvLXXC8FT/ePe+dyC+Bh1jC/x/dr8DD0vcndnZUY4Qo0udxbwatqFnzPpqfYfg/+Ve7uLPDntQc4PgsenucPA8OvwcPv2lO5u9NSocBvGCw+DB4eQOwGw6/B0/0rz6ruTgNf9MkHF71hsmW789wdjj/FDf8Gb3X36+RHmOAQwYMQvOCO4CmCR/AgBK96InhDFwfAV86bEVntk1mvELxD4A98pmzc53NZr1QheAfAW4qVHYd8LeuVptpyEzdvyoHDDS/MgaMoX06r8rWsV16lFrJeeVbmWa+ULbGVipb1SsGhXjMkGOqPwVWdr2W90oTgHQC/YuL06Ud8LeuVJgSP9/EIHsFTBE8RPEXwCB6E4BE8gkfwFMEjeG4geASP4BE8RfAUwSN4+2AQvBi5aiB4XQjevj0ErwvBcyF4BI/gKYJ3Jnj7zE5uy3plXGGS9UpTfY2Jm3nUHs96xaIWDdGlpaxXBi5+kPXKuC3s8Vw41CN4BE8RPIK3d0PwCB7BI3gQgkfwCB7BUwSP4LmB4BE8gkfwFMFTBI/g7YNB8GLkqoHgdSF4+/YQvC4Ez4XgEbyrwEPWn0oxu46YE6hMzAlULxqiS4WYnadCzHfUKBqiS1WlSUVxg/qpBscKN8Q0QDVlJm6lYk6gUjEnUJ1oiC7lYsqmcjHfUYNo2ASqpmzSkx8ZRa4aYpamatEQXUrElE0lYpamWtFoE55Wg0f5oxC8pELwkgrBSyoEL6laAf5agVdKDc7TURiriMdW6ukwjFXeWvDZFq+UGpynozCWmgW2wNNhGIsieJcJwbtQCL6dQvCuE4J3oRB8O+VW8DHrxQ+nyHng1aimb3NGW6qcAT5sZ4ubnExtT8PY423lg+CTItvTsHvAx/btP+zlPquiE2KDBww8F50QcNIS9NmA4BGZ3HakZaeADxscNPTr6IT04MC3pm9bP/LddYw/X+dYsw6A3x4SvHAeDyN0yOBTENjxwcGjvtWOI48tHY4f1IzofrAdf8FN4CMsPXanD2Pgx1mmJEcnzIvLCNrzqSXkELcdadk54CMsMxdGJ0xMtEwJi+yXqR5xWOdYsw6Afzs+c4U1jHkQ2KQ4y/hE7Tjy2Pjxg5p13tzj4y0Dz54dzMDHWd7ZEJ1wJDRu0aFRY7umcNuRlp0DfqNl84TohMHpbKgf8EwGO+JTt/F1jjXrAPijYwLi9DAgsNCDluVztePIV/LjBzVePdRbwcdz8JYBIRkTNluGpnDbkZadA36mZXZUdML49ZZxb2yNmxQdZwnaxtc51qwD4Benn+3SFEbkexDYa8stE9Y0gYfY+PGDmpWz2vMXPAR+9nDLlkHDR4R7CfhhIcGnoxOODgqcNH3bdwHJAc/22MbXOdasA+A3BIaGp2phDD8DgX0xaNiozCbwEBs/flCz34vP8a6Tc8AbXDq34nK6JbnsPt4JsSF40CKDLmO0ro1yGXgnxIbgXSh8cudCIfh2CsG7Tv4BvvTGjRtVN3SVV4tGqWDUioboUnlTNEoEo140RJeqKpOK0jr1Uw0OVlQItdUVJm7lNaJRJkYtGqJLhbijFeK+1ZnuqGqU8tgq7SpL6kRDDPSmWdRltaJRLhg1omGOx2ZH1ahvthY8/pKGG/L9kqbNOTNvTbOJKU3FyFUDU5rq8useX+RzPR7Bc8NB8OMJWYngdckC/lPCJMaG4AXDj8EvB/Dnxd1A8Lr8GPw3jHv3BnE3ELwuPwZPT0yOvIjneF3SgKe+dx+P4LmB4BE8gkfwFMFTBI/g7YNB8GLkqoHgdfkz+IMvT8xE8LpkAZ9BCOkqUkTwguHH4JfBI9sscTe8E3yZUr8wMgHBC4Zj4HcD+ApxN7wS/MEYJS1JmZeD4HXDwXP8DEI+8vpzfMGsGGXtcSU5RVFulpZCtlkxF22ZmBW2XEwE2yBmThVdKsWssJVi+lpFNKpEdxtDKBc3ap5crHBDTARbW27iVipmhS0TE8HWi4boUi5mha0Q961RzGUrulSphp7L1ihy1agQjBrREF1K6gWjVMzTWycarcSjGubgG+afj1GWXVD27VSUqEceuWB8NkCZq4Evaz0chYnUsIzAb8oojFESTyjJB7mJQz03JLiPT5wT/tLutE1KNJ7jBUMC8IrCenx97IJ1CoLXDSnA2wjBcwPBI3gEj+ApgqcIHsHbB4PgxchVA8HrQvD27SF4XQieC8EjeARPETyCt3fzKPisnr+fgOAlBP9bQsgkBC8feJh+8wcELx/4Oxn43ghePvAb7iS/y0bw8oG3jVw1vB98m9Mq3ZqJCbNeiZGrBma90uXHPT6f+l6PR/DccAT8XkL6XULw8oHvzq7qpyN4+cDDffwoBC8X+K/35dFXGPiPEbxU4KMI6fp9Qdzk3XhxJxX4ChjlZ9tGrhoIXpcfgi8H8DNsI1cNBK/LD8FX/ZOBP2MbuWogeF3+CP52Bn6pbeSqgeB1+SH4Ihjqf2MbuWogeF1+CJ6f4x+0jVw1ELwuPwRf1Z2Q2zJsI1cNBK/LH8HT08n2kasGgtfll+BvjVw1vBB88Yzw2EbMeiUH+CIBfHKaEp2FWa/kAH9v0HZrrp7immszizHrlRxZr+r3hnaedFozqsNnVWPWKwfkU1mvSlf8/BcPp0GJNipJhzHrlbOG+jxr5OK+Xr8uGB4c6j8K7PT64YaM+6Ecf0ZJTMWsV84Bv5mQYBV99I/IbdubNlxJyOgiq5sHwb/8eT18bIJF/tSIBfWY9co54OHJ3ft85U9Y6Q5tu1xY/ZHVzYPgQz8Sr+tthOC50T7wZUD4Lb7yNlb6ibbdOVgdY3XzIPi1o3//aMRRBO/0Hj+UET7MV3ZmpZ5NGz7HjFNWN48+wKFLO/0AwTsdfF7slFS1biNjndq04RuE/D3H6uZB8K//+cE3thqP9gieGw4/wHmWgR+mlS/CUB9vrfIg+L//7vWPrhhyR/Cq4TD4noz1YK38PdHnZ1DPDvU3U9/pdC+CdyH41Yz17iZjFDMuWKs8CP5kTP9OA1cgeBeCn89YW1/R0j1b9VO8J8E/Mv1wnfFIj+BVwylDfaC+G17ykqZ8ezITgnch+N4M/Ah9N7wE/KAn3mBC8C4Ev52Qu7/KG9J5IIzxKY/8Xn9+YwT++8nPb6WXwkeu0ytcAv4Bk3EewTcZDoN/GK7q4Z6uC6WFMOt6k7XKADyMD/+Cpz9J1gqXgB+WjeDtXZwMviOjeDekQepI6QG4nQuyVt0KPgc2mAaLMdYKF4APDu75b08FBwcjeBeC78QoPvLfbPFbSi8D0jnWKoMeDxskwPXgfGuFC8CnaULwLgS/927ym7PHO5F70pgReQfpplcZgI+/izxVdKQ3GX3VWoGzbFVPXwPftjl36ntbzHqlS46sV9cB/EyvzXqVa/uVqtSMC/bfQuzxYuSqwTt5pmoY9Hg4ve+gN8T/h9hrhvp9hPS+ord8nt2B/It9ziTkngsIvhXggwn5D95JDMCfGdnnA7qTkH6XrRVeAx7uScP0lv+pTTQg6qNJBN8ieDhSj4Nh9uSuG4z3VstrwEPcL+gtvwg2pfnw8RiCbxl8lvUn1GbgYYNXrZbXgJ/IwvpEb3krM9+ganL2eKtLyiG2OHlMn1GK4FWD1f4HO1JRYJiBf5ltsMtqlZRe3PVtk+FJ8IUfhO0WW94TsaaQfVwOfTKhyaVoMCFDilj8ffTbUQTPDVab9di9nLsp+IJVM/frVskxYWqul9/Hfw6DFUw2E95EI3hutOPtXKgwXdPLwe8B5om2k8gRPDfaAT7Eu8EXTh6wo8ml4Dl2y1cwjJDuudat3Av+yLxtvOwP4FMY+NWa4YXg/8jCW6+55HYl5Om8ov2f6ad494LfzoIJh7I/gJ/BdqavZngf+Hzt7pS77ADjMw/ezr2g3mP6B/hO6jtdLu8Dz28+AzSXVDDSPAh+HPv7PaDsD+Dhne6dmuGF4Mez6M41ubzA55l5Dnzm0/DIm/oH+AM/1X9w54Xg6aUUazD84dQFjz65+0a9vPAH8IvZwRyrGd4IXgjmYwD/CT6ytYlcNdoBfkDTBQt1DfjKeTMiq52T9SoDQj2N4G0iV412gA8TJuq5AvyBz5SN+5yU9Wo5f27vOfCX/9KhE3/qaQa+cPJzQSeM/5LXgb8aQvqd1gwr+JXdnt3qJPCWYmXHIS3r1Y3c3GvFxcU3i3VV1IpGqWA0iIboUlUjGJU3BEMRjSqhXC36i+WSRs1T/VayFRVCbW2FrRvMUr4HyuV1QkV5mbW4jG3wnPFfqhR3tLJEMBpFwybQav5xg8dWYRK5ukmlYNSIhuhS1iAa5YJRpxknYEzNFyoqxB01wlNlCl5RvpxW5SdZr+6H49LcBhNb2qA9cmPWq20Q/8m2eNhnvRK0JbZS8ZOsVyHqdGaboT5HHerzeU6idWyDAXZ/KUste91Qb/Q+/jSAFw+iA0P9Mbiq85OsV4WBd/6N/wcRVvCpXUgPCwMfRcgEsJf2/4fFxmXH7eR2/nzfJ8DTzwKHpjrpHL9i4vTpR/w261Vf+HVKiZp+aC+ssL+qv49VdIKyb4C3d/GO+3hN3gQepq8OKKGHATz/RaI9+DubnogjeL8CHwEvD0to/jPsE07mOYfO2brAZcEgKCN4vwJPP3xrB1zcMb498ik9Y5NwjrtEPMlf5CL4trZ8azBeBZ7yBzhfwlC/hdIw4TGonQuC90fwXxD1F+qTELyzwBeun3eSejH4T+ceYOCLhhDSM+/yaEgxOZfu6f8PNdNw1YWYJdF91LEfwBcmRmXQoo1zvwDw52OWXOE1CN6oZZgMfsR7wUfBlF92ji/a9XE+/SUzlpzgE4W0/xyuC4wAJBSKAB5m8BwfzxaHi+mlpwjplg81CN6g5UI4cJO9Fzzczg3U7uCOccgltBd88sc4Ozl3dZ4LA58HRjgsxhXTTfB5EGoQvNnUq7neCz6AhfeSBp7PEwkroc/DJx/rj6rg74EyA8//o8gYWEQU03/BZwbUIHijltcT0uuy94LfT0jXc03PbNiJ/r6qEprNhvxRqgvr/D8kBH4KxIf6WEIey93M7vxy2WF4lZCpfCsEb9hyXqZ9MN4EnhacLdLfx2cdV5/cHctW7VNqj38KygAeXuvuplfPqVf157WtELzv3s7psnlkO1MF3/TIlp/j3+YG3s75NfhdKvjfQxl6PBjquI/g/Rp8VSj5fz8nnb6AMoCf9WNyX9HJAT0mlDSxTu7eYzWC9z/wQrmpx0+AE/0SjbUF1mRJAb7NaZVuzcTks1mvCgDz07B4XQuUv87d4fKsV5q8NeuV//d4eDkfNZgtNmidPJvf8kvR46UGn/LHu8fRrHEBS6wXd6lDg/bgOd7vwesGXtUjeASP4CmCpwgewdsHg+DFyFUDwetC8PbtIXhdrgc/7oHXeBnBywUeJl/9L5QRvFzg4f95vw3KCF4u8D9l4P8PlBG8XOAX/zv59wVQRvBygacF2wt4GcFLBr5JCB7BSwkeEv2IaYnKxUxG5WJ2nTrREF0qbXIKifmOGsySH1VVmlSU1Kuf2reyuLhUzAmUX2TiRvMEo6xMMPKumbnY5BQS8x1duW7iUlDAP/TkR2Ll9SvibohZmsyjzhWMUpuoqZnLVcGwwZOj7mhzyY98V+P3mFQce9HMZUiGScUnU8xcuuaZVKxcaObCVPh3s5ppW0wqvgkycxmValKxf6yZS1+LYCB4BO8XWnPKpMKy1Mzl/YsmFSfWm7nMLDap2LfdzIWpdIZZzUfpJhWXTb9Iy781qTizyswlSvy6+ht4VCuF4CVVK8BfK/BKGYXK0y8b7kTxjPDYRpMdLDNeTUeEhRmeyxtXv7vEuK0tYWFjE0z+inlwzcVmEpxpbObB2cXWCvDZFq+UUag8/bLhTiSnKdFZxvt3MMZ4fWayyQE5tkFJyzc7WnFXzWpMg2smNrPgTGNrNjgxNv8Cz9MvG+5Ecc01kyuyglkm4FPeX2bcVsLaxcbfLqbclWY15sGZx2YanGlszQVnE5t/gefpl40rqsNnGY6zDfPPm4A/vr8y8oxRxdL5hbNPmxysWLPr/eaCM4vNPDjT2JoLziY2PwMP6ZcNRRuVpMNGFZsyCk3AMx00vL9e85WSYnLjXfaOaVvmwZnG1mxwxrE1E5xtbP4F/pjplVX8GSXR8JFH4pzwl3YbumxmLmlGFanJyhqTxycpO8wCaCY409jMgzONrZngbGPzL/A8/bLhTuRPjVhQb7x/Zp0qP2LGIsPr49qoaQtN2lp4xXh9s8E1E5tZcKaxNROcbWz+BR7VarkL/PaQ4IXz1lmmbws4aQlKd0aLrj82fi13gX87PnMFBz8vLiPIGQ0ieMfkLvBHxwTEMfBTtx0JjVvkjAYRvGNyF/jF6We7RMdZgrZZBoRkOKNBBO+Y3AV+Q2BoeGrAsz22WWYPd0Z7CN5B4VW9pELwkgrBSyoEL6kQvKTy9Xn1qHbK139Jg2qnfD2lKaqdwh4vqRC8pELwkgrBSyoEL6kQvKRC8JIKwUsqBC+pELykQvCSCsFLKgQvqRC8pELwksoEfJlSvzBS+1kvgvdHGYM/GKOkJSnzcriB4P1RhuAh88ra40pyiqLcyM2FDKjinLmKWtEQp9k1iIboUiVO07OZc6eYzbmrFv3FckkjzrlzgozA88wryy4o+3YqSmy3btmNdlLsV7RY0Q4XpSUXtx8q/5IReJ55JfGEknyQmzjU+6OMwPPMK2mblGg8x/uvjC/uWI+vj12wTjUQvD8K7+MlFYKXVAheUiF4SYXgJRWCl1QIXlIheEmF4CUVgpdUCF5SIXhJheAlFYKXVAheUmHWK0mFPV5SIXhJheAlFUekIocAAAh/SURBVIKXVAheUiF4SYXgJRWCl1QIXlIheEmF4CUVgpdUCF5SIXhJheAllRH44hnhsY2Y9cq/ZQQ+OU2JzsKsV/4twx5fc21mMWa98m8ZnuOrw2dVY9Yr/5YReNqoJB3GrFf+LSPw8WeUxFTMeuXfMgKfPzViQT1mvfJv4X28pELwkgrBSyoEL6kQvKRyEPy5ee9fRvC+KMfAf08I6VaA4H1QjoFPZODJUQTvg3IM/E4A/y2C90E5eI4fQMhk3ULwviPHwGdAj89D8D4ox8CvBvCpCN4H5Rj4VACfjeB9UA6e4x/90W3DdQvB+44cA58APf4MgvdBOZb1ahyAT8KsVz4ox3r8HjzH+6ocA1/UhZCX9BoE7ztyDPx26PGZCN4Hhc/qJZVj4M8z7j0KEbwPyjHweV0JGaLXIHjfkWPgN8JQfxLB+6AcA58E4DMQvA/KwaG+FyEjrda+ueuLELyPyMFn9YUHjljLH7Pe/yaC9xE5cZbtizDuI3gfkRPBT4Z7OwTvI3Ii+KxnCdmN4H1ETv1BRSle1fuM8Jc0ksoIfOW8GZHVmPXKv2UE/sBnysZ9bch69eodd4xpFnzwj370P82Cj+pAeiJ4t8oIvKVY2XGo9VmvDsBt3N5msl4dhw3eaSbrVQFsMBezXrlTxuf4L6dVtT7r1fuAbX4zKawWwQa9m0lhdQo2GIJZr9wpQ/BbYiuV1me9yrC+qdGHeksedynkkzSyYIONwlCfk0azcsSh/na2wQYc6t0pI/DH4KquDVmvNvzhD+upCP5qECFLmUsKIV3hFc4vCfmJ/pvaincJ+TEb2gXwkwn5awGCd6eMwK+YOH36EUeyXsVDFy+ltC/7eF6boDVGB38H4freCj4XzEQE70655D4+CkCyHtyTffSjNBbMAB28yl09O3DwFjBjELw75RLwpxnHQcwlmn2upTTvNvZ5mB7YnEvpkU3ZFf/LufcqsoKn/Zn9RhKtvLL58OKhBxG8G+SaJ3dfR63KB5dP39kH5jdPPvw5fY2QLufDGeGsa1MDlkcvU39kq4K/uuJ1uPC/og4FixG86+W2R7bZgJQP+rOMntw9wUd7FXxHBO96uQ38ZUC6BBZzjMA/CTWLVPB3IXjXywXgc0Y+vSB8Ua7V5ZOpsQ89sJVOIqTbpXfhJ1dFH0x7q8OvD0Pd7O7T1I3g8d/Aq105+NXM/i5qQZa13ZSZK/W7QQTvFLkA/G85vX5NLivUbvw5Td99ldKvduZW8J9akh/kq5N2BvCtlrLSf1Xm7Xqefe6g/MTQtSnVBvxCbzSCd66cDz5fu1vL11b2Uc1e1q2abuciKb2r6YxOH4Y1bHQnKuQt8LlHc/iHzZwuBO8UuaDHa1zLtJUvqOY/dPA91TW7KO3MPu7hK3tr4Luzj6mUHgbzK81hFoJ3vlwAnt2y/ZSQD5pcTncj/1e7YNPAs6H73wi5jxV33U5+sblofu+J2ZZfEPIWA7+LkICLrCaMXf03OVzuR8gnCN65csVVfaGF5hQKLpdpQY6wVcU1tuYb7dKt8Bp/sBf6IVv0r1S35iopocZC8E6RF0y9GgIj+evaUK+74+2cS+UF4OEUPnAZWzyL4N0nt4D/qAeJFsCf6E0eI902NYHPe408/SR5igQeZ6zTe5NReV/3IyFFCN6lcgf4izCMH9LB91av6i9r4LU7wI/527lerDR3MFtMQfAulWNZr5ghJroyyXp1Eriu17Neafd7p61Zr/g3I5a7QOllWARh1iuXyh09Pg9Afq33+FDOvUu+tcfTZ5idxnv8cFZaC09sllYWni28tS3s8U6SW87xX40dtV+3Kq5MHzLt+VdPUR38TEKeyefgL00b8gHNmz1kceXpLoQcubUtBO8cecFVPaU5MAIk2M3AGWp9jo/gXSCvAG849Qom7D2H4F0lrwAP/98BOWsHfi2c6BG8q+Qd4K+unH+O2k+23DvX+qNrBO90eQd4Tfjkzn1C8JLKQ+D3dgs8h+A9Kc+AP8Iu3O4QHuAgeLfLM+DHwP3bNgTvQXkG/BwAn4HgPSgPneMfJGQYRfAelKeu6rO1udMI3kPC2zlJheAlVSvAlxTbpiWiVwWjXMx3lHNNMESXonzBsEl+dOW6iUtBgUnF9SuY/MgJagV4e33+ullNQJZJxYezTSoaHyk1qYmJN6nI72L251FtEIKXVO0An/mRWc3iQpOKL3aaVDS+e9Ok5vPDJhWlC8z+PKoNagd4lD8IwUuqtoPnKY6NKopnhMea5pssM1xLR4SF5RlVNK5+d4lxW1vCwsYmtBwlqgW1HTxPcWxUkZymRJtd3R2MMVydmWyy/bENSlq+WQRxV5sNENUatR08T3FsVFFcc22myd11wSxj8CnvLzNsSklYu9jwywXKXdlSiKiW1Z5z/JfTjH/GUh0+y/AcoDTMP28M/vj+ysgzRhVL5xfOPm3y52Px2Y0T1A7wkOLYSLRRSTK+B9uUUWgMnungFqO1a75SUgwr2NXCOy0FiGqF2g7+mNmlVfwZJTHVsCZxTvhLu40qNjOXNKOK1GRljXFbSsqOlmNEtai2g+cpjo0q8qdGLKg3cTLp8fkRMxYZXrzXRk1baNLWwistx4hqUXgfL6kQvKRC8JIKwUsqBC+pELyizF+0N1S09wd7KhI3CsED+Aqbp/8IXgLVjbvvsecX7Q8t7fvr3+1T4ofef+/YWgQvgVb2qim4h4FfPkJJmaLE35Ff22c5gpdAIdsVZSID/839YfsblfhhirIzGMFLoOd3KMo4Bl6p+HBQgBI/XFH2DETwEmhV39piGOpnRjTk/KwxvkNRXeAiBC+B6sZ2fnwSA3/piV/9boMSH/hE59HVCF46xc/wdARuE4IXheAl1Q15foqJ4CUVgpdUCF5SIXhJheAl1f8H5Md2hK8rm48AAAAASUVORK5CYII=" alt="plot of chunk unnamed-chunk-18"/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Engine Size Vs MPG With Line of Best Fit</h3>
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<div class="mediaInline slideContent" >
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<pre><code class="r">ggplot(data = mpg) +
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geom_point(aes(x=displ, y = hwy, color=class))+
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geom_smooth(aes(x=displ, y = hwy))
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</code></pre>
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<p><img 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" alt="plot of chunk unnamed-chunk-19"/></p>
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</div>
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</section>
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<section data-transition="linear" data-transition-speed="default">
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<h3>Engine Size vs MPG With Line of Best Fit</h3>
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<div class="mediaInline slideContent" >
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<pre><code class="r">ggplot(data = mpg, aes(x=displ, y = hwy, color=class)) +
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geom_point()+
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geom_smooth()
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</code></pre>
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<p><img 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" alt="plot of chunk unnamed-chunk-20"/></p>
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</div>
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</section>
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</div>
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</div>
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<script type="text/javascript" >
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/**
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Head JS The only script in your <HEAD>
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Copyright Tero Piirainen (tipiirai)
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License MIT / http://bit.ly/mit-license
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Version 0.96
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http://headjs.com
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<script type="text/javascript" >
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/*!
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* reveal.js 2.4.0 (2013-04-29, 22:06)
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* http://lab.hakim.se/reveal-js
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* MIT licensed
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*
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* Copyright (C) 2013 Hakim El Hattab, http://hakim.se
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*/
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