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<!DOCTYPE html>
<html>
<head>
<title>Learning to Rest: Predicting Sleep from Fitness</title>
<meta charset="utf-8">
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title: 'Learning to Rest: Predicting Sleep from Fitness',
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// Author information
presenters: [
{
name: 'Michael Garbus, Michelle Shen, Sarah Yang - STAGES cohort investigator group' ,
company: '',
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sAFQkQPd%2FCkB5o%2B0YD%2F9dgABAIX%2F7AQdBbYAGgA6QB8PAxkUCBQXAwQcGwARS1kAAAYVFRhMWRUGBgxLWQYZAD8rABg%2FKxESADkYLysREgEXOREzETMxMAEyBBUUACMiJzUeATMyNjUQISIHJxMhFSEDNgIt5wEJ%2Ft%2F%2B94JG0GWww%2F6JX59WNwLX%2FbclcwN95cfj%2Fv5PoC0zpp0BMh03AqyZ%2FkkXAAAAAAIAdf%2FsBC8FywAWACQAREAjGhELISEAAAYRAyYlDAsOHU1ZCw4OFAMUF0tZFBkDCE1ZAwcAPysAGD8rERIAORgvOSsRADMREgEXOREzETMRMzEwExAAITIXFSYjIgIDMzYzMhYVFAIjIgAFMjY1NCYjIg4BFRQeAXUBTwFIcUFNY%2Bv4DAxu7sXj%2BdTj%2FvYB646dkpFalllQkwJxAa8BqxOPGf7b%2Fsas7szk%2FvsBVcizqZGmSoJGZ7JoAAAAAQBeAAAEKwW2AAYAH0AQAQUFAAIDBwgDAkxZAwYAGAA%2FPysREgEXOREzMTAhASE1IRUBAR0CXvzjA839qgUdmYX6zwADAGj%2F7AQpBcsAFgAiAC4ATUApFw8mFCwDHQkJAwYRFA8GLzAGESkgKSBLWSkpDAAMGk1ZDBkAI01ZAAcAPysAGD8rERIAORgvKxESADk5ERIBFzkRMxEzETMRMzEwATIWFRQGBx4BFRQGIyImNTQlLgE1NDYDFBYzMjY1NCYnDgEBIgYVFBYXPgE1NCYCSMjqhpOylv7d6vwBMop463enl5WmnMKVhgE6fY52n493kQXLuqRssklVu3u22c28%2B4xOtXCfvfumeIaMemGXR0CbA2d4ZFyEQjyKXGV3AAAAAAIAav%2FsBCUFywAXACUAQUAiGxEiCgoAAAQRAyYnDh5NWQsUDg4CFBQYS1kUBwIHTVkCGQA%2FKwAYPysREgA5GC8SOSsREgEXOREzETMRMzEwARAhIic1FjMyEhMjDgEjIiY1NAAzMhYSASIGFRQWMzI%2BATU0LgEEJf1odERQZvD1Cww3tnLC5AD%2F0JXfeP4Uj5yQk1uZWFKTA0b8phSPGgEpATNTV%2BjQ5AEImf7bATC4pJClSoBGabJmAAAAAgCY%2F%2BMBiQRkAAsAFQAoQBQQBgYMAAAWFw4TT1kOEAkDT1kJFgA%2FKwAYPysREgE5ETMzETMxMDc0NjMyFhUUBiMiJhE0MzIVFAYjIiaYPTk6QUI5M0N2e0I5M0NqQ0VFQ0FGPwO7h4dBRj8AAgA%2F%2FvgBhQRkAAgAEgAiQBABDQ0FCQkUEwsQT1kLEAUAAC%2FNPysREgE5ETMzETMxMCUXBgIHIzYSNwM0MzIVFAYjIiYBXg8aYjV9G0ENFXd7Qjk6Pe4XZP73cmgBMlwC74eHQUZGAAABAGgA8gQpBNkABgAVQAkEAAUBBAcIAwAALy8REgEXOTEwJQE1ARUJAQQp%2FD8DwfzyAw7yAaZiAd%2BV%2Fo3%2BuAAAAgB3AcEEGQPjAAMABwAqQBUHAgQAAgAJCAQFUFkEAQBQWQ8BAQEAL10rABgvKxESATk5ETMRMzEwEzUhFQE1IRV3A6L8XgOiA1qJif5niYkAAAAAAQBoAPIEKQTZAAYAFUAJBQECAAQHCAYDAC8vERIBFzkxMBMJATUBFQFoAw%2F88QPB%2FD8BiQFGAXWV%2FiFi%2FloAAAIAG%2F%2FjAzkFywAbACYAOUAdIRwbAAcTEwAcDgQnKAAAJBAkHk9ZJBYQCklZEAQAPysAGD8rERIAORgvERIBFzkRMxEzETMxMAE1NDY3PgE1NCYjIgYHJzYzMhYVFA4BBw4BHQEDNDMyFhUUBiMiJgEhSGKIR4N7T5ZhO73Ov9QnTH5lQbJ4Oj9AOTREAZM2dZdUc3RSZm8lMYdjvKtJb2NuVnJfIf7XiEZCQEc%2FAAAAAgB5%2F0YGuAW0ADUAPwBFQCIjLjYOOwcUGwAAKRQOLgVAQRg4OAQ9CBELEQsRKx8yAyYrAC8zPzMSOTkvLxI5MjMzETMREgEXOREzETMzETMRMzEwARQOASMiJicjDgEjIiY1NBIzMhYXAxUUMzI2NTQCJCMiBAIVEAAhMjcVBiMgABEQEiQhMgQSARQzMhsBJiMiBga4WKBoVnYLCCiVZpap7MBErEUZhVtylP7vsd%2F%2Btq4BQgEv0uLA9P6V%2Fm%2FWAYwBANcBT7f79sPPEg5IVYKTAtmO7IJoUVdizbDMAP8ZFv4qFrLXrLUBEJO5%2Fqnh%2Fs%2F%2BuFaFVAGPAWYBBAGW37X%2Bs%2F6k%2FgE5AQUUtAAAAAACAAAAAAUQBbwABwAOADlAHgIOCwgBBQADAAcDBAcEEA8OAklZCwUODgQFAwAEEgA%2FMz8SOS8SOSsREgE5OREzETMREhc5MTAhAyEDIwEzCQEDJicGBwMEYLb9trSsAkKPAj%2F%2BZaohIxYprAHR%2Fi8FvPpEAmoBxVZ9YHP%2BOwAAAAMAyQAABL4FtgAOABcAIABJQCYTBB0KDxkZDgoEBw4EISIIDxgPGEpZDw8OAA4ZSlkOEgAXSlkAAwA%2FKwAYPysREgA5GC8rERIAORESARc5ETMRMxEzETMxMBMhIAQVFAYHFQQRFAQjIRMhMjY1NCYrARkBITI2NTQmI8kBnQEjAQSRiwFN%2Fvfu%2FgKqARi0nrDA%2BgExsbO3uwW2rryCqRkKOf7bxNwDRHGGe239kf3diZKIgAAAAAABAH3%2F7ATPBcsAFgAmQBQDDhQJDgMXGBIASVkSBAsGSVkLEwA%2FKwAYPysREgEXOREzMTABIgAREAAzMjcVBiMgABE0EiQzMhcHJgM78f7pAQ35mcSY3%2F69%2FqGpAT%2FY5qxIpgUz%2Fr%2F%2B6f7h%2Fsc3lTkBiAFp4gFUuFSSTgAAAgDJAAAFWAW2AAgAEQAoQBQOBAkABAASEwUNSlkFAwQOSlkEEgA%2FKwAYPysREgE5OREzETMxMAEQACkBESEgAAMQACEjETMgAAVY%2Fnf%2Bj%2F5rAcABVQF6tP7h%2FuX3zwEwATIC6f6W%2FoEFtv6G%2FqcBHgEi%2B3ABKwAAAQDJAAAD%2BAW2AAsAOkAfBgoKAQQACAEEDA0GCUlZBgYBAgIFSVkCAwEKSVkBEgA%2FKwAYPysREgA5GC8rERIBFzkRMxEzMTApAREhFSERIRUhESED%2BPzRAy%2F9ewJe%2FaIChQW2l%2F4plv3mAAAAAQDJAAAD%2BAW2AAkAMkAaBgAAAQMIAQMKCwYJSVkGBgECAgVJWQIDARIAPz8rERIAORgvKxESARc5ETMRMzEwISMRIRUhESEVIQFzqgMv%2FXsCXv2iBbaX%2FemXAAABAH3%2F7AU9BcsAGwA6QB8UCBkCAg4bCAQcHQAbSVkAAAUMDBFJWQwEBRdJWQUTAD8rABg%2FKxESADkYLysREgEXOREzETMxMAEhEQ4BIyAAETQSJDMyFwcmIyAAERAAITI3ESEDTAHxdPCe%2FrT%2BjrcBWOfqykLGt%2F71%2FtQBIQEYmJH%2BuQL%2B%2FTklJgGLAWTkAVe1VpZU%2FsL%2B5v7Y%2Fs4jAcIAAQDJAAAFHwW2AAsAM0AZCQEBAAgEBAUABQ0MCANJWQgIBQoGAwEFEgA%2FMz8zEjkvKxESATk5ETMRMxEzETMxMCEjESERIxEzESERMwUfqvz%2BqqoDAqoCsP1QBbb9kgJuAAAAAAEAyQAAAXMFtgADABG2AAQFAQMAEgA%2FPxESATkxMDMRMxHJqgW2%2BkoAAAAAAf9g%2Fn8BaAW2AA0AHUANCwgIDg8JAwAFSVkAIgA%2FKwAYPxESATkRMzEwAyInNRYzMjY1ETMRFAYMXjZHTWNnqsD%2BfxuRFHhxBbb6WL7RAAABAMkAAATpBbYACwAqQBUIBAQFBQILCgAFDQwCCAUJBgMBBRIAPzM%2FMxI5ORESARc5ETMRMzEwISMBBxEjETMRATMBBOnI%2FeuZqqoCl8n9tALFiP3DBbb9KwLV%2FYUAAAABAMkAAAP4BbYABQAfQA4DAAAEBgcBAwADSVkAEgA%2FKwAYPxESATk5ETMxMDMRMxEhFcmqAoUFtvrkmgABAMkAAAZxBbYAEwAyQBgIBQUGCw4ODQYNFBUBChEDBgsHAw4ABhIAPzMzPzMSFzkREgE5OREzETMRMxEzMTAhASMWFREjESEBMwEzESMRNDcjAQNQ%2FhAIDp0BAAHPCAHT%2FqoOCP4MBRCa1PxeBbb7SgS2%2BkoDrqK%2B%2BvIAAQDJAAAFPwW2ABAALkAVCQYGBwEPDwAHABESCwMHDwgDAQcSAD8zPzMSOTkREgE5OREzETMRMxEzMTAhIwEjFhURIxEzATMmAjcRMwU%2FwvzhCBCdwAMdCAIOAp8Ey9i0%2FMEFtvs6GwElPwNHAAAAAAIAff%2FsBb4FzQALABcAKEAUEgAMBgAGGRgJFUlZCQQDD0lZAxMAPysAGD8rERIBOTkRMxEzMTABEAAhIAAREAAhIAABEBIzMhIREAIjIgIFvv6d%2FsT%2Bvf6hAWABRAE7AWL7c%2F3x8%2Fj38vP9At3%2Bof5uAYsBaAFlAYn%2BcP6g%2Ftf%2BzQEyASoBJwEx%2Fs0AAgDJAAAEaAW2AAkAEgA0QBoKBQUGDgAGABMUCgRKWQoKBgcHEkpZBwMGEgA%2FPysREgA5GC8rERIBOTkRMxEzETMxMAEUBCEjESMRISABMzI2NTQmKwEEaP7R%2FuasqgF7AiT9C5niyr7JvgQM3u%2F9wQW2%2FRuSoZGOAAAAAAIAff6kBb4FzQAPABsANEAbEAoWAAAEAwoEHB0DDQcNGUlZDQQHE0lZBQcTAD%2FGKwAYPysREgA5ERIBFzkRMxEzMTABEAIHASMBByAAERAAISAAARASMzISERACIyICBb7izgFc9%2F7jN%2F69%2FqEBYAFEATsBYvtz%2FfHz%2BPfy8%2F0C3f7n%2FoxC%2FpYBSgIBiwFoAWUBif5w%2FqD%2B1%2F7NATIBKgEnATH%2BzQAAAAIAyQAABM8FtgAMABUASEAlDQEBAgwJEQcLCgoHCQIEFhcJDQANAEpZDQ0CAwMVSVkDAwsCEgA%2FMz8rERIAORgvKxESADkREgEXOREzETMRMxEzETMxMAERIxEhIAQVEAUBIwElMzI2NTQmKwEBc6oBkQENAQH%2B2gGNyf6e%2Fs%2FptKirvd0CYP2gBbbOz%2F7eZv1vAmCSj4%2BRgAAAAAEAav%2FsBAIFywAkADRAGx4TDAAAGBMFBCUmDB4DFhYbSVkWBAMJSVkDEwA%2FKwAYPysREgA5ORESARc5ETMRMzEwARQEIyAnNR4BMzI2NTQuAScuATU0NjMyFwcmIyIGFRQeARceAQQC%2Fujw%2FvyMWtRoqqw9j5LMr%2F7R2rc1tauHmDiFieatAYXB2EOkJiyBc0xhUjRJyKGpyFCUTHRnTGFRMVK8AAAAAAEAEgAABFoFtgAHACRAEgABBQEDAwgJBwMEA0lZBAMBEgA%2FPysRADMREgEXOREzMTAhIxEhNSEVIQKLqv4xBEj%2BMQUfl5cAAAEAuv%2FsBRkFtgARACVAERABCgcBBxMSEQgDBA1JWQQTAD8rABg%2FMxESATk5ETMRMzEwAREUACEgADURMxEUFjMyNjURBRn%2B0v74%2Fvj%2B36rIwrnIBbb8Tvr%2B4gEg%2FAOu%2FEa3xMW4A7gAAQAAAAAEwwW2AAoAGkALAQQMCwgDAAQDAxIAPz8zEjkREgE5OTEwATMBIwEzARYXNjcEDLf98aj99LQBUDoiJDoFtvpKBbb8TqOaoqEAAAABABsAAAdMBbYAGQAkQBAZChsaFQ4OBQkYEQoDAQkSAD8zPzMzEjk5ETMREgE5OTEwISMBLgEnBgcBIwEzExYXNjcBMwEWFzY3EzMFxaj%2B2RU0ARYw%2FuKo%2Fnu05zAWGzUBBrQBEzAhEzXmtAPTQcYUhJ38MwW2%2FHm%2BmrevA3n8f5vDjswDhQAAAQAIAAAElgW2AAsAI0ASBAYFCwoABg0MAggECQYDAQQSAD8zPzMSOTkREgEXOTEwISMJASMJATMJATMBBJbB%2Fnf%2BcLQB5v47vAFrAW61%2FjsCg%2F19AvwCuv29AkP9TAAAAQAAAAAEewW2AAgAIEAPBAUCBQcDCQoABQEHAwUSAD8%2FMxI5ERIBFzkRMzEwCQEzAREjEQEzAj0Bhrj%2BGKz%2BGboC2wLb%2FIH9yQIvA4cAAAABAFIAAAQ%2FBbYACQArQBcIAQMHAAcEAQQKCwUESVkFAwEISVkBEgA%2FKwAYPysREgEXOREzETMxMCkBNQEhNSEVASEEP%2FwTAwj9EAO%2F%2FPgDHoUEmJmF%2B2kAAQCm%2FrwCbwW2AAcAIEAOBgEEAAEACAkFAgMGAScAPzM%2FMxESATk5ETMRMzEwASERIRUhESECb%2F43Acn%2B3wEh%2FrwG%2Bo36IQAAAQAXAAAC3QW2AAMAE7cDAQQFAwMCEgA%2FPxESATk5MTATASMBugIjpv3gBbb6SgW2AAAAAAEAM%2F68AfwFtgAHACBADgMAAQYABggJAAcnAwQDAD8zPzMREgE5OREzETMxMBchESE1IREhMwEh%2Ft8Byf43tgXfjfkGAAAAAAEAMQInBCMFwQAGABhACQADBwgFAgAEAgAvLzMSORESATk5MTATATMBIwkBMQGyYwHdmP6M%2FrICJwOa%2FGYC6f0XAAAAAf%2F8%2FsUDmv9IAAMAEbUABQEEAQIALzMRATMRMzEwASE1IQOa%2FGIDnv7FgwABAYkE2QMSBiEACQATtgAECwoGgAEALxrNERIBOTkxMAEjLgEnNTMeARcDEm5BsijLIHIsBNk0wD8VRbU1AAAAAgBe%2F%2BwDzQRaABkAJABHQCUiCAseHhkZEggDJSYBAgseR1kCCwsAFRUPRlkVEAUaRlkFFgAVAD8%2FKwAYPysREgA5GC85KxEAMxESARc5ETMRMxEzMTAhJyMOASMiJjUQJTc1NCYjIgcnPgEzMhYVESUyNj0BBw4BFRQWA1IhCFKjeqO5AhO6b3qJrTNRwWHEvf4Om7Gmxq9tnGdJqJsBTBAGRIF7VH8sMq7A%2FRR1qpljBwdtc1peAAIAsP%2FsBHUGFAATAB8AREAiChcXDw8MHQMMAyAhDQAMFRIRChEGAAYaRlkGFgAURlkAEAA%2FKwAYPysREgA5OREzGD8%2FERIBOTkRMxEzETMRMzEwATISERACIyImJyMHIxEzERQHMzYXIgYVFBYzMjY1NCYCrtjv8dZrsTwMI3emCAh0zKqWmqqZlpYEWv7Z%2FvL%2B8v7VT1KNBhT%2Bhn9lpIvD5%2BfH39HW0gAAAAABAHP%2F7AOLBFwAFgAmQBQPAwMVCQMYFwYNRlkGEAASRlkAFgA%2FKwAYPysREgEXOREzMTAFIgAREAAzMhYXBy4BIyARFBYzMjcVBgJm7v77AQn1T54tMzeCMv6yo6CJkG4UASUBDAETASwiF40WHf5Wytg7kzkAAAACAHP%2F7AQ3BhQAEgAfAEJAIR0GFwAODhEGESAhEhUPAAABAQwDCQkaRlkJEAMTRlkDFgA%2FKwAYPysREgA5OREzGD8%2FERIBOTkRMxEzMxEzMTAlIwYjIgIREBIzMhczLwERMxEjJTI2PQE0JiMiBhUUFgOaCXPl1%2B%2Fw1t93DQcEpof%2BnqqZm6qSm5qTpwEmAQ8BDwEsok9NAb757He5ziPpx%2BPP0tYAAAACAHP%2F7AQSBFwAEwAaADtAHxgKFwsDAxEKAxwbFwtGWRcXAAYGFEZZBhAADkZZABYAPysAGD8rERIAORgvKxESARc5ETMzETMxMAUiABEQADMyEh0BIR4BMzI3FQ4BAyIGByE0JgJ%2F8%2F7nAQXczvD9DQW5qLGtWJ2chJ0OAj2MFAEoAQcBCQE4%2FvHeacHISpQmIQPlrJidpwAAAAABAB0AAAMOBh8AFAA5QB0UDAwTAgIHAwUDFRYKD0ZZCgABBQcFRlkTBw8DFQA%2FPzMrEQAzGD8rERIBOTkRMzMRMzMSOTEwASERIxEjNTc1ECEyFwcmIyIGHQEhAp7%2B6abExAFhV3UrYEReWgEXA8f8OQPHSzw9AZQjhR99ikcAAAMAJ%2F4UBDEEXAAqADcAQQBuQD4rGTglDB89BTETARMFAioiHB8lGQpCQxwPNQ81RlkIO0dZCiIIKg8IDwgWKioCR1kqDyg%2FR1koEBYuR1kWGwA%2FKwAYPysAGD8rERIAOTkYLy8REjk5KysREgA5ERIBFzkRMxEzETMRMxEzMTABFQceARUUBiMiJwYVFBY7ATIWFRQEISImNTQ2Ny4BNTQ2Ny4BNTQ2MzIXARQWMzI2NTQmKwEiBhMUFjMyNTQjIgYEMcscLNzAMStqSlrCsr%2F%2B3P7o1%2BmAdCo5QEVVa9jGVkX%2BEZaM0clumMdxflqCdPP2dX4ESGkYI3FHocAIOFUtK5aPtr%2BgkmSSGhNQNTxaKiOobLTDFPsAWVx9a1lFbAM8c3bs934AAQCwAAAERAYUABYAM0AZDgwICAkAFgkWFxgOCRISBEZZEhAKAAAJFQA%2FMz8%2FKxESADkREgE5OREzETMRMzMxMCERNCYjIgYVESMRMxEUBzM%2BATMyFhURA556gq2fpqYICjG1dMnJAsWGhLzW%2FcMGFP4pVThPW7%2FQ%2FTUAAAIAogAAAWYF3wADAA8AI0ARCgAABAEBEBENB0hZDQIPARUAPz%2FOKxESATkRMzMRMzEwISMRMwM0NjMyFhUUBiMiJgFWpqa0OCooOjooKjgESAEpOTU2ODg3NwAAAv%2BR%2FhQBZgXfAAwAGAAsQBYTCwsNCAgZGhYQSFkWQAkPAAVGWQAbAD8rABg%2FGs4rERIBOREzMxEzMTATIic1FjMyNjURMxEQAzQ2MzIWFRQGIyImK187RUNOSaa0OCooOjooKjj%2BFBmHFFVXBPz7EP68B105NTY4ODc3AAEAsAAABB0GFAAQADZAGxAOCgoLCwgGBAUIBBESDAAAEBAICAMHCxUDDwA%2FPzMSOS85ETM%2FERIBFzkROREzETMzMTABNjcBMwkBIwEHESMRMxEUBwFUK1gBYsX%2BRAHbyf59faSkCAIxPWMBd%2F4t%2FYsCBmz%2BZgYU%2FMc3cwABALAAAAFWBhQAAwAWQAkAAQEEBQIAARUAPz8REgE5ETMxMCEjETMBVqamBhQAAAABALAAAAbLBFwAIwBGQCMVERESCAkAIwkSIwMkJRwWFRUSGQQNGQ1GWR8ZEBMPCQASFQA%2FMzM%2FPzMrEQAzERI5GC8zMxESARc5ETMRMxEzETMxMCERNCYjIgYVESMRNCYjIgYVESMRMxczPgEzIBczPgEzMhYVEQYlcHablKZwd5yRpocbCC%2BragEBTwgxune6uQLJg4Oyuf2cAsmDg7vV%2FcEESJZQWrpWZL%2FS%2FTUAAAEAsAAABEQEXAAUADFAGAAUDAgICRQJFhUMCRAQBEZZEBAKDwAJFQA%2FMz8%2FKxESADkREgE5OREzETMRMzEwIRE0JiMiBhURIxEzFzM%2BATMyFhURA556gqygpocbCDO4ccbIAsWGhLrW%2FcEESJZRWb%2FS%2FTUAAgBz%2F%2BwEYgRcAAwAGAAoQBQTAA0HAAcaGQoWRlkKEAMQRlkDFgA%2FKwAYPysREgE5OREzETMxMAEQACMiJgI1EAAzMgABFBYzMjY1NCYjIgYEYv7y7pPkfAEM7uYBD%2Fy9qKOjqamlo6YCJf70%2FtOKAQKtAQwBK%2F7O%2FvvS3NvT0dnWAAAAAgCw%2FhQEdQRcABQAIQA%2FQCAZCwQHBwgfEggSIiMECwAPDxVGWQ8QCQ8IGwAcRlkAFgA%2FKwAYPz8%2FKxESADk5ERIBOTkRMxEzETMzMzEwBSImJyMWFREjETMXMz4BMzISERACAyIGBxUUFjMyNjU0JgKua7E8DAymhxcIQKpu2u3x7qiWApqqjqGhFE9SYFb%2BPQY0llpQ%2Ftb%2B8%2F7y%2FtUD47rLJefH5srN2wAAAAIAc%2F4UBDcEXAAMAB8AREAiChAdFgMaGhkQGSAhGhsXDx0eHhYNExMHRlkTEA0ARlkNFgA%2FKwAYPysREgA5OREzGD8%2FERIBOTkRMxEzMzMRMzEwJTI2NzU0JiMiBhUUFhciAhEQEjMyFzM3MxEjETQ3IwYCTqaYBZypkpuZfdTu8NbheQkYg6YLDXN3stMl5srjz8%2FZiwEqAQsBDQEuqpb5zAHVZEanAAEAsAAAAycEXAAQACpAFA0JCQoKAhESCw8NAAoVAAVGWQAQAD8rABg%2FEjk%2FERIBOTkRMxEzMTABMhcHJiMiBhURIxEzFzM%2BAQKkSToXRDSFvaaJEwg9rARcDJoP2KH9tARIy2t0AAAAAQBq%2F%2BwDcwRcACQANkAcHhMMAAAYBRMEJSYMHgMWFhtGWRYQBgMJRlkDFgA%2FKwAYLz8rERIAOTkREgEXOREzETMxMAEUBiMiJzUeATMyNjU0JicuAjU0NjMyFwcmIyIGFRQeARceAQNz5M7aek%2B1VIKMb6GZgT%2FavrGpO6WGdngtZI7DiQErmaZFmiguU1VAWz45VWxLhptIh0RKQSw%2BODVHkAABAB%2F%2F7AKoBUYAFgA0QBsQFBQJCwkSAwQYFwoTEBNHWQ5AEA8HAEZZBxYAPysAGD8azSsRADMREgEXOREzETMxMCUyNjcVDgEjIBkBIzU%2FATMVIRUhERQWAhIsUhgbaSr%2Bwp2dRmABPv7CXnUNB38NEQFPAoxQRer%2Bgf17Y2oAAAEApP%2FsBDkESAAUADRAGQETBwwMChMKFRYMDQ0QCBQPEARGWRAWCxUAPz8rABg%2FMxI5ETMREgE5OREzETMRMzEwAREUFjMyNjURMxEjJyMOASMiJjURAUx6gqyfpokYCTO1dMjHBEj9OYaEvNUCQPu4k1FWvtECzQAAAAABAAAAAAQCBEgACwAYQAoBCgwNBQkBDwAVAD8%2FMzkREgE5OTEwIQEzExYXMzYSEzMBAaD%2BYLLsUA4IC3XMsv5gBEj9duRENQFNAjD7uAAAAAEAFwAABiMESAAcACxAFAkbHR4XFg4NAwQNBAgaEgkPAAgVAD8zPzMzEjk5ETMRMzMzERIBOTkxMCEDJicjBgcDIwEzGgEXMz4BNxMzExYXMz4BEzMBBC%2FJEzQIKB7PwP7VrmpvCAgLMRLJtMQ4FAgEI7%2Bs%2FtECgzvRr1%2F9fwRI%2FmP%2BUEs5tTUCdf2LrHUklgLc%2B7gAAAAAAQAnAAAECARIAAsAIkARBwUGAAEFDA0JAwEICxUEAQ8APzM%2FMxI5ORESARc5MTAJATMJATMJASMJASMBuP6DvQEhASC7%2FoMBkbz%2Bzf7KvAIxAhf%2BXAGk%2Fen9zwG8%2FkQAAQAC%2FhQEBgRIABUAJEASCQ8AAxYXBA0ADRJGWQ0bCAAPAD8yPysREgA5ERIBFzkxMBMzExYXMz4BEzMBDgEjIic1FjMyPwECsvBPEwgNU%2Bay%2FilGu4hMSjdEq0k9BEj9j9ZfM%2FcCfPsguZsRhQzAnAAAAAABAFIAAANtBEgACQArQBcIAQMHAAcEAQQKCwUER1kFDwEIR1kBFQA%2FKwAYPysREgEXOREzETMxMCkBNQEhNSEVASEDbfzlAlb9zwLn%2FbICXXEDVoGB%2FLoAAQA9%2FrwCwQW2ABwALEAVGRoaCxcAAA8HFAMDBwsDHR4TAwQnAD8%2FERIBFzkRMxEzMxEzETMRMzEwJRQWFxUuATURNCYjNT4BNRE0NjMVBhURFAcVFhUB23VxvtB%2BeIJ02Lbm398MZlwCjAKqmgEvaFmNAlxgATKbrIsGwf7Z1ycMJ9cAAQHu%2FhACewYUAAMAFkAJAgMDBAUDGwAAAD8%2FERIBOREzMTABMxEjAe6NjQYU9%2FwAAQBI%2FrwCywW2AB0ALEAVFQUKEhICGQAdHQ4OGQUDHh8VJwYDAD8%2FERIBFzkRMxEzETMzETMRMzEwASY1ETQnNTIWFREUFhcVIgYVERQGBzU%2BATURNDY3Agrf47jTdoJ6fs2%2Bb3RucQI%2FJ9cBJ8EGi66Z%2Fs5hWwKNWWj%2B0ZmrAowCXGYBKXJ4FAAAAAABAGgCUAQpA1QAFwAkQBEDDxgZEgxQWQMSDwYGAFBZBgAvKwAQGMQvxCsREgE5OTEwASIGBzU2MzIWFx4BMzI2NxUGIyImJy4BAVI1fzZkkERxWUJiLzaANmaOSH5IS1oCyUM2l20cJhwbQDmWbiEgIBgAAAIAmP6LAYkEXgADAA4AK0AUAgQEAwkJDxAAAAMMDAZPWQwQAyIAPz8rERIAORgvERIBOREzMxEzMTATMxMjExQjIiY1NDYzMhbbaTPP4Xk8PD85M0YCrPvfBUyHR0A%2FSEAAAAABAL7%2F7APbBcsAGwA%2BQB4WCA0DAwoEABAQBAgDHB0ZBQITCg0CDQINBAsHBBkAPz8SOTkvLxEzMxEzMxESARc5ETMRMzMRMxEzMTAlBgcVIzUmAjUQJTUzFR4BFwcmIyIGFRQWMzI3A8tpk4XLwQGMh0uOMTGFbayin6eNjvA2BsjOIAER%2BgH8PqykAyEXjDPT2dTLOwAAAAEAPwAABEQFyQAdAEhAJhgTCQ0NGhYRAgsWEwUeHwwYGRhOWQkZGRMAExBMWRMYAAVLWQAHAD8rABg%2FKxESADkYLzMrEQAzERIBFzkRMzMRMxEzMTABMhcHJiMiBhURIRUhFRQGByEVITU2PQEjNTMRNDYCqr6qPZqPe30Bpv5aQUoDG%2Fv7zcbG4AXJVIVNfIz%2B2X%2FdZIgsmo0v9N9%2FATyyzQAAAgB7AQYEFwSgABsAJwAgQA0cACIOAA4oKR8VFSUHAC8zMy8zERIBOTkRMxEzMTATNDcnNxc2MzIXNxcHFhUUBxcHJwYjIicHJzcmNxQWMzI2NTQmIyIGuEqHXodogn9miV%2BGSkqDXIlmf4Zkh1yFSoGddHSeoHJ0nQLTemuMXIVJSYVcinF2g2eHXIVHSYVciGt8cKCfcXKipAAAAQAfAAAEcQW2ABYAVkAuEg4HCwsQDAUJAgkDDBQOFQcXGAoODgcPBhISAwATFQ8THxMCDxMPEwwBFQYMGAA%2FPzMSOTkvL10REjkyMhEzETMzETMREgEXOREzETMzETMRMzEwCQEzASEVIRUhFSERIxEhNSE1ITUhATMCSAF7rv5gAQb%2BwwE9%2FsOk%2FsQBPP7EAQD%2BZbIC3wLX%2FP5%2Fqn%2F%2B9AEMf6p%2FAwIAAgHu%2FhACewYUAAMABwAkQBACBgYDBwcICQQDBAMHGwAAAD8%2FOTkvLxESATkRMzMRMzEwATMRIxEzESMB7o2NjY0GFPz4%2Fg389wAAAAIAe%2F%2F4A5YGHQAxAD0AQ0AmMgATBioeOBkZHgwGACMGPj8VAzs2HC0GIQkhJ0dZIRUJEEdZCQAAPysAGD8rERIAFzkREgEXOREzETMRMxEzMTATNDY3LgE1NDYzMhYXBy4BIyIGFRQWFx4BFRQGBxYVFAYjIic1HgEzMjY1NC4BJy4CNxQWHwE2NTQmJw4Bi1ZOSlTPxV6fYTVih0x0dHuaupZSSpnq1NqATsJSho0wbHOOhkKShKcxiZO5RFUDKVaJJShvVXmLHSeDJxs7QDxUN0SXa1qNKVGSjJlBlCUtTEcuOjorNFpyYk1pPRNQb1NwORNkAAAAAgE1BQ4DaAXTAAsAFwAeQAwGAAwSABIYGQ8DFQkALzPNMhESATk5ETMRMzEwATQ2MzIWFRQGIyImJTQ2MzIWFRQGIyImATU1JSY3NyYlNQF9NSUlNzclJTUFcTQuLjQyMTEyNC4uNDIxMQAAAwBk%2F%2BwGRAXLABYAJgA2AEZAJycXAw8vHx8UCQ8XBTc4BgwAEg8MHwwCABIQEgIMEgwSGysjEzMbBAA%2FMz8zEjk5Ly9dXREzETMREgEXOREzETMRMzEwASIGFRQWMzI3FQ4BIyImNTQ2MzIXByYBNBIkMzIEEhUUAgQjIiQCNxQSBDMyJBI1NAIkIyIEAgN9fYd%2Fg1Z9MGVGwtDdv4B2Omz8l8gBXsrIAV7Kwv6i0M%2F%2BosNprgEtrK4BKq%2Bu%2Ftewrv7WrwQjrpqooi18FBzx2NH2PHYz%2FrjIAV7KyP6iysX%2BptDPAVrGrf7Tra4BKbCuASqvrv7XAAACAEYDFAJxBccAFgAfADdAHBcGGwoBARYWEAYDICEcCgoSGRYAAxADAgMNEh8APzPUXcQzEjkvMxESARc5ETMRMzMRMzEwAScGIyImNTQ2PwE1NCMiByc2MzIWFRElFDMyPQEHDgECFBhcjF9vmqV1lGRoK3KFgon%2BUHDJYnBnAyFUYWNmZmkGBCeFM2A4aXn%2BPLxktDEEBDkAAAACAFIAdQOqA74ABgANAClAEwMGCg0CBAsJCQQNBgQODwwFCAEALzMvMxESARc5ETMRMxEzETMxMBMBFwkBBwElARcJAQcBUgFWd%2F7fASF3%2FqoBiwFYdf7hAR91%2FqgCJwGXRf6i%2FqFHAZcbAZdF%2FqL%2BoUcBlwAAAAABAGgBCAQpAxcABQAbQAwCAQQBBgcFBFBZBQIALy8rERIBOTkRMzEwAREjESE1BCmJ%2FMgDF%2F3xAYWKAP%2F%2FAFQB2QI%2FAnESBgAQAAAABABk%2F%2BwGRAXLAAgAFgAmADYAXUAzJxcAERESBAkvHx8NCQwSFwY3OAwQEAAADhMOEggTDxIfEgIAExATAhITEhMbKyMTMxsEAD8zPzMSOTkvL11dETMRMxESOS8zETMREgEXOREzETMRMxEzETMxMAEzMjY1NCYrAQUUBgcTIwMjESMRITIWATQSJDMyBBIVFAIEIyIkAjcUEgQzMiQSNTQCJCMiBAIC02xQYVZdagGyVU3uqM%2BHlAEFppv738gBXsrIAV7Kwv6i0M%2F%2BosNprgEtrK4BKq%2Bu%2Ftewrv7WrwL6U0BLQYhQex7%2BdQFi%2Fp4De4L%2BxcgBXsrI%2FqLKxf6m0M8BWsat%2FtOtrgEpsK4BKq%2Bu%2FtcAAf%2F6BhQEBgaTAAMAEbUABQEEAQIALzMRATMRMzEwASE1IQQG%2B%2FQEDAYUfwACAH8DXALuBcsADAAYACFADg0AEwYABhkaEArAFgMEAD8zGswyERIBOTkRMxEzMTATNDYzMhYVFA4BIyImNxQWMzI2NTQmIyIGf7WCgrZSklSCtXN1UVBzcVJTcwSTgra1g1SPVLSDUnJxU1RxcgAAAgBoAAEEKQTDAAMADwAANzUhFQEhFSERIxEhNSERM2gDwf5kAZz%2BZIv%2BZgGaiwGKigMWiv5WAaqKAawAAQAxAkoCjQXJABgAI0ARBxMXAQEOEwAEGhkKEB8XASAAPzM%2FMxESARc5ETMRMzEwASE1Nz4CNTQmIyIGByc2MzIWFRQGDwEhAo39pOxZUiFQPzRiRUKDmISTWZOuAbgCSmjmVmFMNkRFJjJYb4JwUJeKpQABACECOQKNBckAIwA5QCIPBQUAAxIeCgYkJRJdE20TAkwTAQsTGxMCExMIGiEfDQghAD8zPzMSOS9dXV0zERIBFzkRMzEwARQGBxYVFAYjIic1FjMyNTQrATUzMjY1NCYjIgYHJz4BMzIWAnNSRLC4qJh0k3vT53V3Z2NQQ0JwOEU%2FjF6InQTnUGcXL6KAjzh7RKKRa09EPUQrI1otNncAAQGJBNkDEgYhAAkAE7YJBAoLBIAJAC8azRESATk5MTABPgE3MxUOAQcjAYkwbyDKLK5AbwTyPrBBFUG%2BNAAAAAEAsP4UBEQESAAWADVAGgUKCggQABMTFAgUGBcGFQ8UGw0CRlkNFgkVAD8%2FKwAYPz8zERIBOTkRMxEzMxEzETMxMAEQMzI2NREzESMnIwYjIicjFhURIxEzAVb%2Bq5%2BmiBoKb%2BWWWAoKpqYBff76vdQCQPu4k6dcVKD%2BwAY0AAAAAQBx%2FvwEYAYUAA8AJ0ASBAUBAAAFCwMQEQgIBQMPBQEFAC8zPzMSOS8REgEXOREzETMxMAEjESMRIxEGIyImNRA2MyEEYHLVcz5U2Mva6AIt%2FvwGsPlQAzMS%2BvsBBP4AAQCYAkwBiQNaAAsAF0AKBgAADQwDCU9ZAwAvKxESATkRMzEwEzQ2MzIWFRQGIyImmD44OkFCOTNDAtNCRUVCQUY%2FAAABACX%2BFAG0AAAAEgAkQBARDgsAAA4FAxMUDhERCAMQAC%2FMMjkvMxESARc5ETMRMzEwARQGIyInNRYzMjY1NCYnNzMHFgG0mZYzLS07T1FPbVhuN7T%2B32FqCWoIKDYrNRGycycAAQBMAkoB4QW2AAoAIEAOAgADAwoMCwkJAyAGAB4APzI%2FOS8REgE5OREzMzEwATMRIxE0Nw4BBycBUo%2BFBhY2h0MFtvyUAkNbWhYtX2AAAAACAEIDFAK%2BBccACwAXACVAEgwGEgAGABgZDwADEAMCAxUJHwA%2FM8RdMhESATk5ETMRMzEwARQGIyImNTQ2MzIWBRQWMzI2NTQmIyIGAr6rlpKpqJeYpf3%2BW2hpXFxpZ1wEb6S3uqGjtbaienp6ent2dgAAAAIAUAB1A6gDvgAGAA0AI0ARCwkEAgADBwIKCQYODwwFCAEALzMvMxESARc5ETMRMzEwCQEnCQE3AQUBJwkBNwEDqP6odQEf%2FuF1AVj%2Bdf6odQEf%2FuF1AVgCDP5pRwFfAV5F%2Fmkb%2FmlHAV8BXkX%2Baf%2F%2FAEsAAAXRBbYQJwDTAoMAABAmAHv%2FABEHANQDHf23AAmzAwISGAA%2FNTUA%2F%2F8ALgAABdsFthAnANMCPwAAECYAe%2BIAEQcAdANO%2FbcAB7ICEBgAPzUAAAD%2F%2FwAaAAAGIQXJECYAdfkAECcA0wLfAAARBwDUA239twAJswMCKxgAPzU1AAACADP%2BdwNUBF4AHQAoAEFAIggUHiMBHA8cIxQEKSoAHQEMAx0dESYmIE9ZJhARC0lZESMAPysAGD8rERIAORgvX15dERIBFzkRMxEzETMxMAEVFAYHDgIVFBYzMjY3FwYjIiY1ND4CNz4BPQETFCMiJjU0NjMyFgJOS2F5PRmEelCWYjvFxr7YI0BZNmVBtHk7PkI3M0YCrDN6lFRqS004ZHEmMIdguqpGaVlSL1h0XR8BK4dFQkBHQAAA%2F%2F8AAAAABRAHcxImACQAABEHAEP%2FwgFSAAizAhAFJgArNQAA%2F%2F8AAAAABRAHcxImACQAABEHAHYAhQFSAAizAhgFJgArNQAA%2F%2F8AAAAABRAHcxImACQAABEHAMUAIwFSAAizAh0FJgArNQAA%2F%2F8AAAAABRAHLxImACQAABEHAMcABAFSAAizAhgFJgArNQAA%2F%2F8AAAAABRAHJRImACQAABEHAGoANwFSAAq0AwIkBSYAKzU1%2F%2F8AAAAABRAHBhImACQAABAHAMYAOQCBAAL%2F%2FgAABoEFtgAPABMATkAsCg4OEQEACAwBEAUFFQUUCRMGE0lZEANJWQoNSVkQChAKAQYDBRIBDklZARIAPysAGD8%2FEjk5Ly8rKysRADMRATMREhc5ETMzETMxMCkBESEDIwEhFSERIRUhESEBIREjBoH9Ev3%2B47ACugPJ%2FbwCHf3jAkT7VAG%2BdgHR%2Fi8Ftpf%2BKZb95gHSArUA%2F%2F8Aff4UBM8FyxImACYAABAHAHoCAgAA%2F%2F8AyQAAA%2FgHcxImACgAABEHAEP%2FtwFSAAizAQ0FJgArNQAA%2F%2F8AyQAAA%2FgHcxImACgAABEHAHYAPwFSAAizARUFJgArNQAA%2F%2F8AyQAAA%2FgHcxImACgAABEHAMX%2F%2BwFSAAizARoFJgArNQAA%2F%2F8AyQAAA%2FgHJRImACgAABEHAGoAEgFSAAq0AgEhBSYAKzU1%2F%2F8ABQAAAY4HcxImACwAABEHAEP%2BfAFSAAizAQUFJgArNQAA%2F%2F8AswAAAjwHcxImACwAABEHAHb%2FKgFSAAizAQ0FJgArNQAA%2F%2F%2F%2FxwAAAmkHcxImACwAABEHAMX%2BuwFSAAizARIFJgArNQAA%2F%2F8ABQAAAjgHJRImACwAABEHAGr%2B0AFSAAq0AgEZBSYAKzU1AAIALwAABUgFtgAMABcAV0AyERUVCAQNAAATBAYEGBkUBgcGSVkRDwc%2FB68HzwffBwULAwcHBAkJEEpZCQMEFUpZBBIAPysAGD8rERIAORgvX15dMysRADMREgEXOREzETMzETMxMAEQACkBESM1MxEhIAADECEjESEVIREzIAVI%2Fnf%2Bj%2F57mpoBsgFRAXy1%2FcfnAXv%2Bhb4CYgLp%2Fpb%2BgQKJlgKX%2Fon%2BpAJA%2FfyW%2Fgr%2F%2FwDJAAAFPwcvEiYAMQAAEQcAxwCTAVIACLMBGgUmACs1AAD%2F%2FwB9%2F%2BwFvgdzEiYAMgAAEQcAQwB5AVIACLMCGQUmACs1AAD%2F%2FwB9%2F%2BwFvgdzEiYAMgAAEQcAdgEKAVIACLMCIQUmACs1AAD%2F%2FwB9%2F%2BwFvgdzEiYAMgAAEQcAxQC0AVIACLMCJgUmACs1AAD%2F%2FwB9%2F%2BwFvgcvEiYAMgAAEQcAxwCaAVIACLMCIQUmACs1AAD%2F%2FwB9%2F%2BwFvgclEiYAMgAAEQcAagDVAVIACrQDAi0FJgArNTUAAQCFARAEDASYAAsAGUAJBwkDAQkBDA0IABkvERIBOTkRMxEzMTABFwkBBwkBJwkBNwEDrGD%2BoAFeYP6e%2FqRlAV7%2BoGQBYQSYY%2F6e%2FqBjAV%2F%2BoWMBYAFgZf6dAAADAH3%2FwwW%2BBfYAEwAbACMATkAsFh8XHgQcFBwKFAAAEg8FCAoGJCUWHiEZDSFJWQ8SCAUEAxANBAMZSVkGAxMAP8YrABg%2FxhIXOSsREgA5ORESARc5ETMRMxESFzkxMAEQACEiJwcnNyYREAAhMhc3FwcWAxAnARYzMhIBEBcBJiMiAgW%2B%2Fp3%2BxOuUZXhssgFgAUTRnWF4asC0bv1gc7Dz%2BPwnZQKdaqjz%2FQLd%2FqH%2BbmSNT5rGAW0BZQGJXodQlMr%2BlQEQmvxMUgEyASr%2B%2BpoDr0n%2BzQAAAP%2F%2FALr%2F7AUZB3MSJgA4AAARBwBDAEYBUgAIswETBSYAKzUAAP%2F%2FALr%2F7AUZB3MSJgA4AAARBwB2AM8BUgAIswEbBSYAKzUAAP%2F%2FALr%2F7AUZB3MSJgA4AAARBwDFAH0BUgAIswEgBSYAKzUAAP%2F%2FALr%2F7AUZByUSJgA4AAARBwBqAJgBUgAKtAIBJwUmACs1Nf%2F%2FAAAAAAR7B3MSJgA8AAARBwB2ADEBUgAIswESBSYAKzUAAAACAMkAAAR5BbYADAAVADZAHA0JBQUGEQAGABYXDQRKWQkVSlkNCQ0JBgcDBhIAPz8SOTkvLysrERIBOTkRMxEzETMzMTABFAQhIxEjETMRMyAEATMyNjU0JisBBHn%2B0f7huKqq1wEZARb8%2Bqjiyr7KzAMQ4%2B7%2BwQW2%2FwDP%2FeqPpJWKAAABALD%2F7AScBh8AMABBQCIpKgUdIwAXDAwAHREqBTEyEhIqLi4mRlkuACoVDxVGWQ8WAD8rABg%2FPysREgA5GC8REgEXOREzETMRMxEzMTABFAcOARUUHgEXHgEVFAYjIic1HgEzMjU0JicuATU0Njc%2BATU0JiMgFREjETQ2MzIWBBmPWDgbR06MZsKzvGs%2FnEjXU25%2FYEVHS0CIf%2F7sptzezuEE8odzRkMhICo5M1%2BdZaCrRZonL7ZLa0ZSe1Q%2FajU5WjVQVd%2F7TASysrudAAD%2F%2FwBe%2F%2BwDzQYhEiYARAAAEQYAQ44AAAizAiYRJgArNf%2F%2FAF7%2F7APNBiESJgBEAAARBgB2KwAACLMCLhEmACs1%2F%2F8AXv%2FsA80GIRImAEQAABEGAMXYAAAIswIzESYAKzX%2F%2FwBe%2F%2BwDzQXdEiYARAAAEQYAx70AAAizAi4RJgArNf%2F%2FAF7%2F7APNBdMSJgBEAAARBgBq4gAACrQDAjoRJgArNTUAAP%2F%2FAF7%2F7APNBoUSJgBEAAARBgDG9wAACrQDAigRJgArNTUAAAADAF7%2F7AZzBFwAKQA0ADsAYUAzKgAkETA4GRkEMDkYGB8wCwAFPD0bLSctRlkZMQQxR1k4JCcRBAQOIicWNQgOCEZZFA4QAD8zKxEAMxg%2FMxI5LzkSOTMrEQAzKxEAMxESARc5ETMRMzMRMxI5OREzMTATNDY%2FATU0JiMiByc%2BATMyFhc%2BATMyEh0BIRIhMjY3FQ4BIyAnDgEjIiY3FBYzMjY9AQcOAQEiBgchNCZe%2BP64dHeQozRKx2KCpSk1q27A6P1DCAE6W51UVpVl%2Ft99UcWGo7mua1iRqJ66pAO9eYsLAgeAAS%2BhswgGRIF7VH8pNVdfWGD%2B9d5r%2FnUjJ5QmIel%2FaqqXX1mpmmMHCG0CMqaenKgAAAD%2F%2FwBz%2FhQDiwRcEiYARgAAEAcAegFGAAD%2F%2FwBz%2F%2BwEEgYhEiYASAAAEQYAQ7UAAAizAhwRJgArNf%2F%2FAHP%2F7AQSBiESJgBIAAARBgB2TgAACLMCJBEmACs1%2F%2F8Ac%2F%2FsBBIGIRImAEgAABEGAMX3AAAIswIpESYAKzX%2F%2FwBz%2F%2BwEEgXTEiYASAAAEQYAagoAAAq0AwIwESYAKzU1AAD%2F%2F%2F%2FaAAABYwYhEiYAwgAAEQcAQ%2F5RAAAACLMBBREmACs1AAD%2F%2FwCpAAACMgYhEiYAwgAAEQcAdv8gAAAACLMBDREmACs1AAD%2F%2F%2F%2BzAAACVQYhEiYAwgAAEQcAxf6nAAAACLMBEhEmACs1AAD%2F%2F%2F%2FsAAACHwXTEiYAwgAAEQcAav63AAAACrQCARkRJgArNTUAAgBx%2F%2BwEYgYhABsAJgBKQCshBgwcHAAAGBkWDhETEAYJJygJH0ZZCwMWERkODwUUCQkDFxQBAyRGWQMWAD8rABg%2FMxI5LxIXORI5KxESARc5ETMRMxEzMTABEAAjIgA1NAAzMhc3JicFJzcmJzcWFzcXBxYSAzQmIyARFBYzMjYEYv77997%2B6QEH3OJkCDnN%2FvFJ6VxeRZxm7kzPmKWotJz%2Br6%2Bir6ECM%2F7n%2FtIBDeLmAQZ5BNa%2Fm2yFPjF1SUuKa3eP%2FnL%2B6JOq%2Fpint8kA%2F%2F8AsAAABEQF3RImAFEAABEGAMcOAAAIswEeESYAKzX%2F%2FwBz%2F%2BwEYgYhEiYAUgAAEQYAQ9QAAAizAhoRJgArNf%2F%2FAHP%2F7ARiBiESJgBSAAARBgB2VgAACLMCIhEmACs1%2F%2F8Ac%2F%2FsBGIGIRImAFIAABEGAMUOAAAIswInESYAKzX%2F%2FwBz%2F%2BwEYgXdEiYAUgAAEQYAx%2FEAAAizAiIRJgArNf%2F%2FAHP%2F7ARiBdMSJgBSAAARBgBqGwAACrQDAi4RJgArNTUAAAADAGgA%2FAQpBKgAAwAPABsAM0AYFgoKEAQCBAEDHB0ZExMBBw0NAQEAUFkBAC8rEQAzGC8zETMvMxESARc5ETMzETMxMBM1IRUBNDYzMhYVFAYjIiYRNDYzMhYVFAYjIiZoA8H9rjs2NDo7MzQ9OzY0OjszND0CjYqK%2Fug8PT86OUA%2FAvQ8PT86OUA%2FAAMAc%2F%2B8BGIEhwATABsAIwBLQCkXHxwUFAocAAASDwUICgYkJRYeIRkNGUZZDxIIBQQDEA0QAyFGWQYDFgA%2FxisAGD%2FGEhc5KxESADk5ERIBFzkRMxEzERI5OTEwARAAIyInByc3JhEQADMyFzcXBxYFFBcBJiMiBgU0JwEWMzI2BGL%2B8u6acFRyXoEBDO6adFR1YX%2F8vTUB0Utyo6YClzP%2BL0dxo6kCJf70%2FtNFdU6DmAEAAQwBK0x3TIWY%2BatmAoY11tSkZP19M9sA%2F%2F8ApP%2FsBDkGIRImAFgAABEGAEPEAAAIswEWESYAKzX%2F%2FwCk%2F%2BwEOQYhEiYAWAAAEQYAdnEAAAizAR4RJgArNf%2F%2FAKT%2F7AQ5BiESJgBYAAARBgDFEgAACLMBIxEmACs1%2F%2F8ApP%2FsBDkF0xImAFgAABEGAGohAAAKtAIBKhEmACs1NQAA%2F%2F8AAv4UBAYGIRImAFwAABEGAHYSAAAIswEfESYAKzUAAgCw%2FhQEdQYUABYAIgA%2BQB8gBhsUEBARBhEkIxIAERsMFgkDCR5GWQkWAxdGWQMQAD8rABg%2FKxESADk5GD8%2FERIBOTkRMxEzMxEzMTABPgEzMhIREAIjIicjFxYVESMRMxEUByUiBgcVFBYzIBE0JgFYQqpq1%2FDx1t56DAQIpqYGAUiomAKaqgEvlAO0WU%2F%2B1P71%2FvT%2B06EiTT%2F%2BNQgA%2Fi40Whu4ySnnxwGw19EAAP%2F%2FAAL%2BFAQGBdMSJgBcAAARBgBqtQAACrQCASsRJgArNTUAAAABALAAAAFWBEgAAwAWQAkAAQEFBAIPARUAPz8REgE5ETMxMCEjETMBVqamBEgAAAACAH3%2F7AbnBc0AFAAfAFNALhgGDxMTHQANER0GBSAhDxJJWQ8PAAsLDklZCwMJFUlZCQQDG0lZAxIAE0lZABIAPysAGD8rABg%2FKwAYPysREgA5GC8rERIBFzkRMxEzETMxMCkBBiMgABEQACEyFyEVIREhFSERIQEiABEQADMyNxEmBuf9AGZc%2Frn%2BnwFcAUBmWgMO%2FbMCJ%2F3ZAk38RPn%2B%2FwEB93BXVxQBiQFqAWgBhheX%2FimW%2FeYEnf7P%2Ftn%2B1%2F7NIQR1HgAAAAMAcf%2FsBx8EWgAeACoAMQBVQC0fCA4CFhYlLxUVHCUIBDIzKygLKEZZLhZGWQIFDgsuLgURCxAYIgUiRlkABRYAPzMrEQAzGD8zEjkvEjkSOSsrEQAzERIBFzkRMxEzEjk5ETMxMAUgJw4BIyIAERAAMzIWFz4BMzISHQEhEiEyNjcVDgEBFBYzMjY1NCYjIgYlIgYHITQmBZb%2B230%2B0Ynf%2FvQBBuuDzT46wH7J7v0nCAFKXqFXWJj7IZino5mbpaaVBEd%2FkQwCIIQU63R3ATEBCAEJASx3cnB5%2Fvfiaf53IyeUJyACOdPb1dHd1djYpJ6epAABAQwE2QOuBiEADgAYQAkHABAPCwSADgkALzMazTIREgE5OTEwAT4BNzMeARcVIyYnBgcjAQx%2FZhemFm19d1iFiFNzBPCIgCkqhYIXN4OGNAAAAAACAW8E2QMtBoUACwAXAB5ADBIGDAAGABgZDwkVAwAvM8wyERIBOTkRMxEzMTABFAYjIiY1NDYzMhYHNCYjIgYVFBYzMjYDLXtmZXh5ZGV8bEIzM0I8OTRBBbJid3ViYnN3Xjg9PTg4PT0AAAABAQgE2QPwBd0AFwAkQA8JFRgZEQAFDAAMAAwVgAkALxrMOTkvLxEzETMREgE5OTEwASIuAiMiBgcjPgEzMh4CMzI2NzMOAQMUK1JPSSIyMw5iDXNbLlZOSCAxMA9jDXEE2yUtJTw9eYklLSU7PnmJAAAAAAEAUgHZA64CcQADABG1AAIEBQABAC8zERIBOTkxMBM1IRVSA1wB2ZiYAAAAAQBSAdkHrgJxAAMAEbUAAgQFAAEALzMREgE5OTEwEzUhFVIHXAHZmJgAAAABABkDwQFEBbYABwAStgEFCAkABAMAP80REgE5OTEwEyc2EjczBgclDBZiOHtCJQPBFloBDHn%2B9wAAAAABABkDwQFEBbYABwAStgUBCAkFBwMAP8YREgE5OTEwARcGAgcjEjcBNQ8aYjV6RiAFthZk%2FvdyAR3YAP%2F%2FAD%2F%2B%2BAFtAO4SBgAPAAAAAgAZA8ECtAW2AAcADwAaQAwEAQ0JBBARAAgDDAMAPzPNMhESARc5MTABJzYTMwYCByEnNhI3MwYHAZYPOHp7HjsN%2FdcMFmI4e0IlA8EW1wEIc%2F7fYRZaAQx5%2FvcAAAAAAgAZA8ECtAW2AAcAEAAaQAwJDQEFBBESDQUQBwMAPzPGMhESARc5MTABFwYCByMSNyEXBgIHIzYSNwE1DxpiNXpGIAInDhhgOH0aQg0FthZk%2FvdyAR3YFlv%2B9npkATRdAAAA%2F%2F8AGf75ArQA7hEHAM4AAPs4ACC3AQAHQA0NSAe4%2F8CzDAxIB7j%2FwLMJCUgHABErKys1NQABAKQB9AJeA%2BMACwATtgYAAAwNCQMAL80REgE5ETMxMBM0NjMyFhUUBiMiJqRxbGl0c2prcgLseX58e3eBgwAAAQBSAHUCHwO%2BAAYAGkAKBAIDBgIGCAcFAQAvLxESATk5ETMRMzEwEwEXCQEHAVIBVnf%2B3wEhd%2F6qAicBl0X%2Bov6hRwGXAAAAAQBQAHUCHQO%2BAAYAGkAKAwAEAgACCAcFAQAvLxESATk5ETMRMzEwCQEnCQE3AQId%2Fqh1AR%2F%2B4XUBWAIM%2FmlHAV8BXkX%2BaQAAAf55AAACjwW2AAMAE7cABQIEAwMCEgA%2FPxEBMxEzMTAJASMBAo%2F8eY8DhwW2%2BkoFtgAAAAIAFAJKArQFvAAKABQAPEAfFAULBwMDCQIAAgUDFRYBBQUJDxQfFAIUFAMOBx8DIAA%2FPzMSOS9dMzMRMxESARc5ETMzETMzETMxMAEjFSM1ITUBMxEzITU0Nw4DDwECtH2R%2Fm4BmIt9%2FvIGBRgeHguoAxTKymUCQ%2F3Nw4ZLDCctLRH2AAEAP%2F%2FsBIkFywAmAHFAPx0XHxYWGgsCBwcaJBEEChoXBicoCxcYF05ZCBgFHR4dTlkCHg8eHx4vHgMJAxgeGB4TIiIATFkiBxMOTFkTGQA%2FKwAYPysREgA5ORgvL19eXREzKxEAMxEzKxEAMxESARc5ETMRMzMRMxEzETMxMAEgAyEVIQcVFyEVIR4BMzI3FQYjIgADIzUzJzU3IzUzEgAzMhcHJgMb%2FsFPAf799AICAc%2F%2BQSXLqpyZkqvt%2Ft8uppgCApikJwEk7cmlR6YFNf5tgTlALYG0xUKWQQENAQGBKixQgQEFASRhi1YAAAABAAAjAAABBdMYAAAKCvIABQAk%2F3EABQA3ACkABQA5ACkABQA6ACkABQA8ABQABQBE%2F64ABQBG%2F4UABQBH%2F4UABQBI%2F4UABQBK%2F8MABQBQ%2F8MABQBR%2F8MABQBS%2F4UABQBT%2F8MABQBU%2F4UABQBV%2F8MABQBW%2F8MABQBY%2F8MABQCC%2F3EABQCD%2F3EABQCE%2F3EABQCF%2F3EABQCG%2F3EABQCH%2F3EABQCfABQABQCi%2F4UABQCj%2F64ABQCk%2F64ABQCl%2F64ABQCm%2F64ABQCn%2F64ABQCo%2F64ABQCp%2F4UABQCq%2F4UABQCr%2F4UABQCs%2F4UABQCt%2F4UABQC0%2F4UABQC1%2F4UABQC2%2F4UABQC3%2F4UABQC4%2F4UABQC6%2F4UABQC7%2F8MABQC8%2F8MABQC9%2F8MABQC%2B%2F8MABQDE%2F4UACgAk%2F3EACgA3ACkACgA5ACkACgA6ACkACgA8ABQACgBE%2F64ACgBG%2F4UACgBH%2F4UACgBI%2F4UACgBK%2F8MACgBQ%2F8MACgBR%2F8MACgBS%2F4UACgBT%2F8MACgBU%2F4UACgBV%2F8MACgBW%2F8MACgBY%2F8MACgCC%2F3EACgCD%2F3EACgCE%2F3EACgCF%2F3EACgCG%2F3EACgCH%2F3EACgCfABQACgCi%2F4UACgCj%2F64ACgCk%2F64ACgCl%2F64ACgCm%2F64ACgCn%2F64ACgCo%2F64ACgCp%2F4UACgCq%2F4UACgCr%2F4UACgCs%2F4UACgCt%2F4UACgC0%2F4UACgC1%2F4UACgC2%2F4UACgC3%2F4UACgC4%2F4UACgC6%2F4UACgC7%2F8MACgC8%2F8MACgC9%2F8MACgC%2B%2F8MACgDE%2F4UACwAtALgADwAm%2F5oADwAq%2F5oADwAy%2F5oADwA0%2F5oADwA3%2F3EADwA4%2F9cADwA5%2F4UADwA6%2F4UADwA8%2F4UADwCJ%2F5oADwCU%2F5oADwCV%2F5oADwCW%2F5oADwCX%2F5oADwCY%2F5oADwCa%2F5oADwCb%2F9cADwCc%2F9cADwCd%2F9cADwCe%2F9cADwCf%2F4UADwDD%2F5oAEAA3%2F64AEQAm%2F5oAEQAq%2F5oAEQAy%2F5oAEQA0%2F5oAEQA3%2F3EAEQA4%2F9cAEQA5%2F4UAEQA6%2F4UAEQA8%2F4UAEQCJ%2F5oAEQCU%2F5oAEQCV%2F5oAEQCW%2F5oAEQCX%2F5oAEQCY%2F5oAEQCa%2F5oAEQCb%2F9cAEQCc%2F9cAEQCd%2F9cAEQCe%2F9cAEQCf%2F4UAEQDD%2F5oAJAAF%2F3EAJAAK%2F3EAJAAm%2F9cAJAAq%2F9cAJAAtAQoAJAAy%2F9cAJAA0%2F9cAJAA3%2F3EAJAA5%2F64AJAA6%2F64AJAA8%2F4UAJACJ%2F9cAJACU%2F9cAJACV%2F9cAJACW%2F9cAJACX%2F9cAJACY%2F9cAJACa%2F9cAJACf%2F4UAJADD%2F9cAJADL%2F3EAJADO%2F3EAJQAP%2F64AJQAR%2F64AJQAk%2F9cAJQA3%2F8MAJQA5%2F%2BwAJQA6%2F%2BwAJQA7%2F9cAJQA8%2F%2BwAJQA9%2F%2BwAJQCC%2F9cAJQCD%2F9cAJQCE%2F9cAJQCF%2F9cAJQCG%2F9cAJQCH%2F9cAJQCf%2F%2BwAJQDM%2F64AJQDP%2F64AJgAm%2F9cAJgAq%2F9cAJgAy%2F9cAJgA0%2F9cAJgCJ%2F9cAJgCU%2F9cAJgCV%2F9cAJgCW%2F9cAJgCX%2F9cAJgCY%2F9cAJgCa%2F9cAJgDD%2F9cAJwAP%2F64AJwAR%2F64AJwAk%2F9cAJwA3%2F8MAJwA5%2F%2BwAJwA6%2F%2BwAJwA7%2F9cAJwA8%2F%2BwAJwA9%2F%2BwAJwCC%2F9cAJwCD%2F9cAJwCE%2F9cAJwCF%2F9cAJwCG%2F9cAJwCH%2F9cAJwCf%2F%2BwAJwDM%2F64AJwDP%2F64AKAAtAHsAKQAP%2F4UAKQAR%2F4UAKQAiACkAKQAk%2F9cAKQCC%2F9cAKQCD%2F9cAKQCE%2F9cAKQCF%2F9cAKQCG%2F9cAKQCH%2F9cAKQDM%2F4UAKQDP%2F4UALgAm%2F9cALgAq%2F9cALgAy%2F9cALgA0%2F9cALgCJ%2F9cALgCU%2F9cALgCV%2F9cALgCW%2F9cALgCX%2F9cALgCY%2F9cALgCa%2F9cALgDD%2F9cALwAF%2F1wALwAK%2F1wALwAm%2F9cALwAq%2F9cALwAy%2F9cALwA0%2F9cALwA3%2F9cALwA4%2F%2BwALwA5%2F9cALwA6%2F9cALwA8%2F8MALwCJ%2F9cALwCU%2F9cALwCV%2F9cALwCW%2F9cALwCX%2F9cALwCY%2F9cALwCa%2F9cALwCb%2F%2BwALwCc%2F%2BwALwCd%2F%2BwALwCe%2F%2BwALwCf%2F8MALwDD%2F9cALwDL%2F1wALwDO%2F1wAMgAP%2F64AMgAR%2F64AMgAk%2F9cAMgA3%2F8MAMgA5%2F%2BwAMgA6%2F%2BwAMgA7%2F9cAMgA8%2F%2BwAMgA9%2F%2BwAMgCC%2F9cAMgCD%2F9cAMgCE%2F9cAMgCF%2F9cAMgCG%2F9cAMgCH%2F9cAMgCf%2F%2BwAMgDM%2F64AMgDP%2F64AMwAP%2FvYAMwAR%2FvYAMwAk%2F5oAMwA7%2F9cAMwA9%2F%2BwAMwCC%2F5oAMwCD%2F5oAMwCE%2F5oAMwCF%2F5oAMwCG%2F5oAMwCH%2F5oAMwDM%2FvYAMwDP%2FvYANAAP%2F64ANAAR%2F64ANAAk%2F9cANAA3%2F8MANAA5%2F%2BwANAA6%2F%2BwANAA7%2F9cANAA8%2F%2BwANAA9%2F%2BwANACC%2F9cANACD%2F9cANACE%2F9cANACF%2F9cANACG%2F9cANACH%2F9cANACf%2F%2BwANADM%2F64ANADP%2F64ANwAP%2F4UANwAQ%2F64ANwAR%2F4UANwAiACkANwAk%2F3EANwAm%2F9cANwAq%2F9cANwAy%2F9cANwA0%2F9cANwA3ACkANwBE%2F1wANwBG%2F3EANwBH%2F3EANwBI%2F3EANwBK%2F3EANwBQ%2F5oANwBR%2F5oANwBS%2F3EANwBT%2F5oANwBU%2F3EANwBV%2F5oANwBW%2F4UANwBY%2F5oANwBZ%2F9cANwBa%2F9cANwBb%2F9cANwBc%2F9cANwBd%2F64ANwCC%2F3EANwCD%2F3EANwCE%2F3EANwCF%2F3EANwCG%2F3EANwCH%2F3EANwCJ%2F9cANwCU%2F9cANwCV%2F9cANwCW%2F9cANwCX%2F9cANwCY%2F9cANwCa%2F9cANwCi%2F3EANwCj%2F1wANwCk%2F1wANwCl%2F1wANwCm%2F1wANwCn%2F1wANwCo%2F1wANwCp%2F3EANwCq%2F3EANwCr%2F3EANwCs%2F3EANwCt%2F3EANwC0%2F3EANwC1%2F3EANwC2%2F3EANwC3%2F3EANwC4%2F3EANwC6%2F3EANwC7%2F5oANwC8%2F5oANwC9%2F5oANwC%2B%2F5oANwC%2F%2F9cANwDD%2F9cANwDE%2F3EANwDI%2F64ANwDJ%2F64ANwDM%2F4UANwDP%2F4UAOAAP%2F9cAOAAR%2F9cAOAAk%2F%2BwAOACC%2F%2BwAOACD%2F%2BwAOACE%2F%2BwAOACF%2F%2BwAOACG%2F%2BwAOACH%2F%2BwAOADM%2F9cAOADP%2F9cAOQAP%2F5oAOQAR%2F5oAOQAiACkAOQAk%2F64AOQAm%2F%2BwAOQAq%2F%2BwAOQAy%2F%2BwAOQA0%2F%2BwAOQBE%2F9cAOQBG%2F9cAOQBH%2F9cAOQBI%2F9cAOQBK%2F%2BwAOQBQ%2F%2BwAOQBR%2F%2BwAOQBS%2F9cAOQBT%2F%2BwAOQBU%2F9cAOQBV%2F%2BwAOQBW%2F%2BwAOQBY%2F%2BwAOQCC%2F64AOQCD%2F64AOQCE%2F64AOQCF%2F64AOQCG%2F64AOQCH%2F64AOQCJ%2F%2BwAOQCU%2F%2BwAOQCV%2F%2BwAOQCW%2F%2BwAOQCX%2F%2BwAOQCY%2F%2BwAOQCa%2F%2BwAOQCi%2F9cAOQCj%2F9cAOQCk%2F9cAOQCl%2F9cAOQCm%2F9cAOQCn%2F9cAOQCo%2F9cAOQCp%2F9cAOQCq%2F9cAOQCr%2F9cAOQCs%2F9cAOQCt%2F9cAOQC0%2F9cAOQC1%2F9cAOQC2%2F9cAOQC3%2F9cAOQC4%2F9cAOQC6%2F9cAOQC7%2F%2BwAOQC8%2F%2BwAOQC9%2F%2BwAOQC%2B%2F%2BwAOQDD%2F%2BwAOQDE%2F9cAOQDM%2F5oAOQDP%2F5oAOgAP%2F5oAOgAR%2F5oAOgAiACkAOgAk%2F64AOgAm%2F%2BwAOgAq%2F%2BwAOgAy%2F%2BwAOgA0%2F%2BwAOgBE%2F9cAOgBG%2F9cAOgBH%2F9cAOgBI%2F9cAOgBK%2F%2BwAOgBQ%2F%2BwAOgBR%2F%2BwAOgBS%2F9cAOgBT%2F%2BwAOgBU%2F9cAOgBV%2F%2BwAOgBW%2F%2BwAOgBY%2F%2BwAOgCC%2F64AOgCD%2F64AOgCE%2F64AOgCF%2F64AOgCG%2F64AOgCH%2F64AOgCJ%2F%2BwAOgCU%2F%2BwAOgCV%2F%2BwAOgCW%2F%2BwAOgCX%2F%2BwAOgCY%2F%2BwAOgCa%2F%2BwAOgCi%2F9cAOgCj%2F9cAOgCk%2F9cAOgCl%2F9cAOgCm%2F9cAOgCn%2F9cAOgCo%2F9cAOgCp%2F9cAOgCq%2F9cAOgCr%2F9cAOgCs%2F9cAOgCt%2F9cAOgC0%2F9cAOgC1%2F9cAOgC2%2F9cAOgC3%2F9cAOgC4%2F9cAOgC6%2F9cAOgC7%2F%2BwAOgC8%2F%2BwAOgC9%2F%2BwAOgC%2B%2F%2BwAOgDD%2F%2BwAOgDE%2F9cAOgDM%2F5oAOgDP%2F5oAOwAm%2F9cAOwAq%2F9cAOwAy%2F9cAOwA0%2F9cAOwCJ%2F9cAOwCU%2F9cAOwCV%2F9cAOwCW%2F9cAOwCX%2F9cAOwCY%2F9cAOwCa%2F9cAOwDD%2F9cAPAAP%2F4UAPAAR%2F4UAPAAiACkAPAAk%2F4UAPAAm%2F9cAPAAq%2F9cAPAAy%2F9cAPAA0%2F9cAPABE%2F5oAPABG%2F5oAPABH%2F5oAPABI%2F5oAPABK%2F9cAPABQ%2F8MAPABR%2F8MAPABS%2F5oAPABT%2F8MAPABU%2F5oAPABV%2F8MAPABW%2F64APABY%2F8MAPABd%2F9cAPACC%2F4UAPACD%2F4UAPACE%2F4UAPACF%2F4UAPACG%2F4UAPACH%2F4UAPACJ%2F9cAPACU%2F9cAPACV%2F9cAPACW%2F9cAPACX%2F9cAPACY%2F9cAPACa%2F9cAPACi%2F5oAPACj%2F5oAPACk%2F5oAPACl%2F5oAPACm%2F5oAPACn%2F5oAPACo%2F5oAPACp%2F5oAPACq%2F5oAPACr%2F5oAPACs%2F5oAPACt%2F5oAPAC0%2F5oAPAC1%2F5oAPAC2%2F5oAPAC3%2F5oAPAC4%2F5oAPAC6%2F5oAPAC7%2F8MAPAC8%2F8MAPAC9%2F8MAPAC%2B%2F8MAPADD%2F9cAPADE%2F5oAPADM%2F4UAPADP%2F4UAPQAm%2F%2BwAPQAq%2F%2BwAPQAy%2F%2BwAPQA0%2F%2BwAPQCJ%2F%2BwAPQCU%2F%2BwAPQCV%2F%2BwAPQCW%2F%2BwAPQCX%2F%2BwAPQCY%2F%2BwAPQCa%2F%2BwAPQDD%2F%2BwAPgAtALgARAAF%2F%2BwARAAK%2F%2BwARADL%2F%2BwARADO%2F%2BwARQAF%2F%2BwARQAK%2F%2BwARQBZ%2F9cARQBa%2F9cARQBb%2F9cARQBc%2F9cARQBd%2F%2BwARQC%2F%2F9cARQDL%2F%2BwARQDO%2F%2BwARgAFACkARgAKACkARgDLACkARgDOACkASAAF%2F%2BwASAAK%2F%2BwASABZ%2F9cASABa%2F9cASABb%2F9cASABc%2F9cASABd%2F%2BwASAC%2F%2F9cASADL%2F%2BwASADO%2F%2BwASQAFAHsASQAKAHsASQDLAHsASQDOAHsASwAF%2F%2BwASwAK%2F%2BwASwDL%2F%2BwASwDO%2F%2BwATgBG%2F9cATgBH%2F9cATgBI%2F9cATgBS%2F9cATgBU%2F9cATgCi%2F9cATgCp%2F9cATgCq%2F9cATgCr%2F9cATgCs%2F9cATgCt%2F9cATgC0%2F9cATgC1%2F9cATgC2%2F9cATgC3%2F9cATgC4%2F9cATgC6%2F9cATgDE%2F9cAUAAF%2F%2BwAUAAK%2F%2BwAUADL%2F%2BwAUADO%2F%2BwAUQAF%2F%2BwAUQAK%2F%2BwAUQDL%2F%2BwAUQDO%2F%2BwAUgAF%2F%2BwAUgAK%2F%2BwAUgBZ%2F9cAUgBa%2F9cAUgBb%2F9cAUgBc%2F9cAUgBd%2F%2BwAUgC%2F%2F9cAUgDL%2F%2BwAUgDO%2F%2BwAUwAF%2F%2BwAUwAK%2F%2BwAUwBZ%2F9cAUwBa%2F9cAUwBb%2F9cAUwBc%2F9cAUwBd%2F%2BwAUwC%2F%2F9cAUwDL%2F%2BwAUwDO%2F%2BwAVQAFAFIAVQAKAFIAVQBE%2F9cAVQBG%2F9cAVQBH%2F9cAVQBI%2F9cAVQBK%2F%2BwAVQBS%2F9cAVQBU%2F9cAVQCi%2F9cAVQCj%2F9cAVQCk%2F9cAVQCl%2F9cAVQCm%2F9cAVQCn%2F9cAVQCo%2F9cAVQCp%2F9cAVQCq%2F9cAVQCr%2F9cAVQCs%2F9cAVQCt%2F9cAVQC0%2F9cAVQC1%2F9cAVQC2%2F9cAVQC3%2F9cAVQC4%2F9cAVQC6%2F9cAVQDE%2F9cAVQDLAFIAVQDOAFIAVwAFACkAVwAKACkAVwDLACkAVwDOACkAWQAFAFIAWQAKAFIAWQAP%2F64AWQAR%2F64AWQAiACkAWQDLAFIAWQDM%2F64AWQDOAFIAWQDP%2F64AWgAFAFIAWgAKAFIAWgAP%2F64AWgAR%2F64AWgAiACkAWgDLAFIAWgDM%2F64AWgDOAFIAWgDP%2F64AWwBG%2F9cAWwBH%2F9cAWwBI%2F9cAWwBS%2F9cAWwBU%2F9cAWwCi%2F9cAWwCp%2F9cAWwCq%2F9cAWwCr%2F9cAWwCs%2F9cAWwCt%2F9cAWwC0%2F9cAWwC1%2F9cAWwC2%2F9cAWwC3%2F9cAWwC4%2F9cAWwC6%2F9cAWwDE%2F9cAXAAFAFIAXAAKAFIAXAAP%2F64AXAAR%2F64AXAAiACkAXADLAFIAXADM%2F64AXADOAFIAXADP%2F64AXgAtALgAggAF%2F3EAggAK%2F3EAggAm%2F9cAggAq%2F9cAggAtAQoAggAy%2F9cAggA0%2F9cAggA3%2F3EAggA5%2F64AggA6%2F64AggA8%2F4UAggCJ%2F9cAggCU%2F9cAggCV%2F9cAggCW%2F9cAggCX%2F9cAggCY%2F9cAggCa%2F9cAggCf%2F4UAggDD%2F9cAggDL%2F3EAggDO%2F3EAgwAF%2F3EAgwAK%2F3EAgwAm%2F9cAgwAq%2F9cAgwAtAQoAgwAy%2F9cAgwA0%2F9cAgwA3%2F3EAgwA5%2F64AgwA6%2F64AgwA8%2F4UAgwCJ%2F9cAgwCU%2F9cAgwCV%2F9cAgwCW%2F9cAgwCX%2F9cAgwCY%2F9cAgwCa%2F9cAgwCf%2F4UAgwDD%2F9cAgwDL%2F3EAgwDO%2F3EAhAAF%2F3EAhAAK%2F3EAhAAm%2F9cAhAAq%2F9cAhAAtAQoAhAAy%2F9cAhAA0%2F9cAhAA3%2F3EAhAA5%2F64AhAA6%2F64AhAA8%2F4UAhACJ%2F9cAhACU%2F9cAhACV%2F9cAhACW%2F9cAhACX%2F9cAhACY%2F9cAhACa%2F9cAhACf%2F4UAhADD%2F9cAhADL%2F3EAhADO%2F3EAhQAF%2F3EAhQAK%2F3EAhQAm%2F9cAhQAq%2F9cAhQAtAQoAhQAy%2F9cAhQA0%2F9cAhQA3%2F3EAhQA5%2F64AhQA6%2F64AhQA8%2F4UAhQCJ%2F9cAhQCU%2F9cAhQCV%2F9cAhQCW%2F9cAhQCX%2F9cAhQCY%2F9cAhQCa%2F9cAhQCf%2F4UAhQDD%2F9cAhQDL%2F3EAhQDO%2F3EAhgAF%2F3EAhgAK%2F3EAhgAm%2F9cAhgAq%2F9cAhgAtAQoAhgAy%2F9cAhgA0%2F9cAhgA3%2F3EAhgA5%2F64AhgA6%2F64AhgA8%2F4UAhgCJ%2F9cAhgCU%2F9cAhgCV%2F9cAhgCW%2F9cAhgCX%2F9cAhgCY%2F9cAhgCa%2F9cAhgCf%2F4UAhgDD%2F9cAhgDL%2F3EAhgDO%2F3EAhwAF%2F3EAhwAK%2F3EAhwAm%2F9cAhwAq%2F9cAhwAtAQoAhwAy%2F9cAhwA0%2F9cAhwA3%2F3EAhwA5%2F64AhwA6%2F64AhwA8%2F4UAhwCJ%2F9cAhwCU%2F9cAhwCV%2F9cAhwCW%2F9cAhwCX%2F9cAhwCY%2F9cAhwCa%2F9cAhwCf%2F4UAhwDD%2F9cAhwDL%2F3EAhwDO%2F3EAiAAtAHsAiQAm%2F9cAiQAq%2F9cAiQAy%2F9cAiQA0%2F9cAiQCJ%2F9cAiQCU%2F9cAiQCV%2F9cAiQCW%2F9cAiQCX%2F9cAiQCY%2F9cAiQCa%2F9cAiQDD%2F9cAigAtAHsAiwAtAHsAjAAtAHsAjQAtAHsAkgAP%2F64AkgAR%2F64AkgAk%2F9cAkgA3%2F8MAkgA5%2F%2BwAkgA6%2F%2BwAkgA7%2F9cAkgA8%2F%2BwAkgA9%2F%2BwAkgCC%2F9cAkgCD%2F9cAkgCE%2F9cAkgCF%2F9cAkgCG%2F9cAkgCH%2F9cAkgCf%2F%2BwAkgDM%2F64AkgDP%2F64AlAAP%2F64AlAAR%2F64AlAAk%2F9cAlAA3%2F8MAlAA5%2F%2BwAlAA6%2F%2BwAlAA7%2F9cAlAA8%2F%2BwAlAA9%2F%2BwAlACC%2F9cAlACD%2F9cAlACE%2F9cAlACF%2F9cAlACG%2F9cAlACH%2F9cAlACf%2F%2BwAlADM%2F64AlADP%2F64AlQAP%2F64AlQAR%2F64AlQAk%2F9cAlQA3%2F8MAlQA5%2F%2BwAlQA6%2F%2BwAlQA7%2F9cAlQA8%2F%2BwAlQA9%2F%2BwAlQCC%2F9cAlQCD%2F9cAlQCE%2F9cAlQCF%2F9cAlQCG%2F9cAlQCH%2F9cAlQCf%2F%2BwAlQDM%2F64AlQDP%2F64AlgAP%2F64AlgAR%2F64AlgAk%2F9cAlgA3%2F8MAlgA5%2F%2BwAlgA6%2F%2BwAlgA7%2F9cAlgA8%2F%2BwAlgA9%2F%2BwAlgCC%2F9cAlgCD%2F9cAlgCE%2F9cAlgCF%2F9cAlgCG%2F9cAlgCH%2F9cAlgCf%2F%2BwAlgDM%2F64AlgDP%2F64AlwAP%2F64AlwAR%2F64AlwAk%2F9cAlwA3%2F8MAlwA5%2F%2BwAlwA6%2F%2BwAlwA7%2F9cAlwA8%2F%2BwAlwA9%2F%2BwAlwCC%2F9cAlwCD%2F9cAlwCE%2F9cAlwCF%2F9cAlwCG%2F9cAlwCH%2F9cAlwCf%2F%2BwAlwDM%2F64AlwDP%2F64AmAAP%2F64AmAAR%2F64AmAAk%2F9cAmAA3%2F8MAmAA5%2F%2BwAmAA6%2F%2BwAmAA7%2F9cAmAA8%2F%2BwAmAA9%2F%2BwAmACC%2F9cAmACD%2F9cAmACE%2F9cAmACF%2F9cAmACG%2F9cAmACH%2F9cAmACf%2F%2BwAmADM%2F64AmADP%2F64AmgAP%2F64AmgAR%2F64AmgAk%2F9cAmgA3%2F8MAmgA5%2F%2BwAmgA6%2F%2BwAmgA7%2F9cAmgA8%2F%2BwAmgA9%2F%2BwAmgCC%2F9cAmgCD%2F9cAmgCE%2F9cAmgCF%2F9cAmgCG%2F9cAmgCH%2F9cAmgCf%2F%2BwAmgDM%2F64AmgDP%2F64AmwAP%2F9cAmwAR%2F9cAmwAk%2F%2BwAmwCC%2F%2BwAmwCD%2F%2BwAmwCE%2F%2BwAmwCF%2F%2BwAmwCG%2F%2BwAmwCH%2F%2BwAmwDM%2F9cAmwDP%2F9cAnAAP%2F9cAnAAR%2F9cAnAAk%2F%2BwAnACC%2F%2BwAnACD%2F%2BwAnACE%2F%2BwAnACF%2F%2BwAnACG%2F%2BwAnACH%2F%2BwAnADM%2F9cAnADP%2F9cAnQAP%2F9cAnQAR%2F9cAnQAk%2F%2BwAnQCC%2F%2BwAnQCD%2F%2BwAnQCE%2F%2BwAnQCF%2F%2BwAnQCG%2F%2BwAnQCH%2F%2BwAnQDM%2F9cAnQDP%2F9cAngAP%2F9cAngAR%2F9cAngAk%2F%2BwAngCC%2F%2BwAngCD%2F%2BwAngCE%2F%2BwAngCF%2F%2BwAngCG%2F%2BwAngCH%2F%2BwAngDM%2F9cAngDP%2F9cAnwAP%2F4UAnwAR%2F4UAnwAiACkAnwAk%2F4UAnwAm%2F9cAnwAq%2F9cAnwAy%2F9cAnwA0%2F9cAnwBE%2F5oAnwBG%2F5oAnwBH%2F5oAnwBI%2F5oAnwBK%2F9cAnwBQ%2F8MAnwBR%2F8MAnwBS%2F5oAnwBT%2F8MAnwBU%2F5oAnwBV%2F8MAnwBW%2F64AnwBY%2F8MAnwBd%2F9cAnwCC%2F4UAnwCD%2F4UAnwCE%2F4UAnwCF%2F4UAnwCG%2F4UAnwCH%2F4UAnwCJ%2F9cAnwCU%2F9cAnwCV%2F9cAnwCW%2F9cAnwCX%2F9cAnwCY%2F9cAnwCa%2F9cAnwCi%2F5oAnwCj%2F5oAnwCk%2F5oAnwCl%2F5oAnwCm%2F5oAnwCn%2F5oAnwCo%2F5oAnwCp%2F5oAnwCq%2F5oAnwCr%2F5oAnwCs%2F5oAnwCt%2F5oAnwC0%2F5oAnwC1%2F5oAnwC2%2F5oAnwC3%2F5oAnwC4%2F5oAnwC6%2F5oAnwC7%2F8MAnwC8%2F8MAnwC9%2F8MAnwC%2B%2F8MAnwDD%2F9cAnwDE%2F5oAnwDM%2F4UAnwDP%2F4UAoAAP%2FvYAoAAR%2FvYAoAAk%2F5oAoAA7%2F9cAoAA9%2F%2BwAoACC%2F5oAoACD%2F5oAoACE%2F5oAoACF%2F5oAoACG%2F5oAoACH%2F5oAoADM%2FvYAoADP%2FvYAogAF%2F%2BwAogAK%2F%2BwAogDL%2F%2BwAogDO%2F%2BwAowAF%2F%2BwAowAK%2F%2BwAowDL%2F%2BwAowDO%2F%2BwApAAF%2F%2BwApAAK%2F%2BwApADL%2F%2BwApADO%2F%2BwApQAF%2F%2BwApQAK%2F%2BwApQDL%2F%2BwApQDO%2F%2BwApgAF%2F%2BwApgAK%2F%2BwApgDL%2F%2BwApgDO%2F%2BwApwAF%2F%2BwApwAK%2F%2BwApwDL%2F%2BwApwDO%2F%2BwAqgAF%2F%2BwAqgAK%2F%2BwAqgBZ%2F9cAqgBa%2F9cAqgBb%2F9cAqgBc%2F9cAqgBd%2F%2BwAqgC%2F%2F9cAqgDL%2F%2BwAqgDO%2F%2BwAqwAF%2F%2BwAqwAK%2F%2BwAqwBZ%2F9cAqwBa%2F9cAqwBb%2F9cAqwBc%2F9cAqwBd%2F%2BwAqwC%2F%2F9cAqwDL%2F%2BwAqwDO%2F%2BwArAAF%2F%2BwArAAK%2F%2BwArABZ%2F9cArABa%2F9cArABb%2F9cArABc%2F9cArABd%2F%2BwArAC%2F%2F9cArADL%2F%2BwArADO%2F%2BwArQAF%2F%2BwArQAK%2F%2BwArQBZ%2F9cArQBa%2F9cArQBb%2F9cArQBc%2F9cArQBd%2F%2BwArQC%2F%2F9cArQDL%2F%2BwArQDO%2F%2BwAsgAF%2F%2BwAsgAK%2F%2BwAsgBZ%2F9cAsgBa%2F9cAsgBb%2F9cAsgBc%2F9cAsgBd%2F%2BwAsgC%2F%2F9cAsgDL%2F%2BwAsgDO%2F%2BwAtAAF%2F%2BwAtAAK%2F%2BwAtABZ%2F9cAtABa%2F9cAtABb%2F9cAtABc%2F9cAtABd%2F%2BwAtAC%2F%2F9cAtADL%2F%2BwAtADO%2F%2BwAtQAF%2F%2BwAtQAK%2F%2BwAtQBZ%2F9cAtQBa%2F9cAtQBb%2F9cAtQBc%2F9cAtQBd%2F%2BwAtQC%2F%2F9cAtQDL%2F%2BwAtQDO%2F%2BwAtgAF%2F%2BwAtgAK%2F%2BwAtgBZ%2F9cAtgBa%2F9cAtgBb%2F9cAtgBc%2F9cAtgBd%2F%2BwAtgC%2F%2F9cAtgDL%2F%2BwAtgDO%2F%2BwAuAAF%2F9cAuAAK%2F9cAuADL%2F9cAuADO%2F9cAugAF%2F%2BwAugAK%2F%2BwAugBZ%2F9cAugBa%2F9cAugBb%2F9cAugBc%2F9cAugBd%2F%2BwAugC%2F%2F9cAugDL%2F%2BwAugDO%2F%2BwAvwAFAFIAvwAKAFIAvwAP%2F64AvwAR%2F64AvwAiACkAvwDLAFIAvwDM%2F64AvwDOAFIAvwDP%2F64AwAAF%2F%2BwAwAAK%2F%2BwAwABZ%2F9cAwABa%2F9cAwABb%2F9cAwABc%2F9cAwABd%2F%2BwAwAC%2F%2F9cAwADL%2F%2BwAwADO%2F%2BwAwQAFAFIAwQAKAFIAwQAP%2F64AwQAR%2F64AwQAiACkAwQDLAFIAwQDM%2F64AwQDOAFIAwQDP%2F64AwwAtAHsAyAA3%2F64AyQA3%2F64AygAk%2F3EAygA3ACkAygA5ACkAygA6ACkAygA8ABQAygBE%2F64AygBG%2F4UAygBH%2F4UAygBI%2F4UAygBK%2F8MAygBQ%2F8MAygBR%2F8MAygBS%2F4UAygBT%2F8MAygBU%2F4UAygBV%2F8MAygBW%2F8MAygBY%2F8MAygCC%2F3EAygCD%2F3EAygCE%2F3EAygCF%2F3EAygCG%2F3EAygCH%2F3EAygCfABQAygCi%2F4UAygCj%2F64AygCk%2F64AygCl%2F64AygCm%2F64AygCn%2F64AygCo%2F64AygCp%2F4UAygCq%2F4UAygCr%2F4UAygCs%2F4UAygCt%2F4UAygC0%2F4UAygC1%2F4UAygC2%2F4UAygC3%2F4UAygC4%2F4UAygC6%2F4UAygC7%2F8MAygC8%2F8MAygC9%2F8MAygC%2B%2F8MAygDE%2F4UAywAk%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%2F5oAAAAaAT4AAQAAAAAAAAA5AHQAAQAAAAAAAQAJAMIAAQAAAAAAAgAHANwAAQAAAAAAAwAeASIAAQAAAAAABAAJAVUAAQAAAAAABQAMAXkAAQAAAAAABgAIAZgAAQAAAAAABwBSAkcAAQAAAAAACAAUAsQAAQAAAAAACwAcAxMAAQAAAAAADAAuA44AAQAAAAAADQAuBBsAAQAAAAAADgAqBKAAAwABBAkAAAByAAAAAwABBAkAAQASAK4AAwABBAkAAgAOAMwAAwABBAkAAwA8AOQAAwABBAkABAASAUEAAwABBAkABQAYAV8AAwABBAkABgAQAYYAAwABBAkABwCkAaEAAwABBAkACAAoApoAAwABBAkACwA4AtkAAwABBAkADABcAzAAAwABBAkADQBcA70AAwABBAkADgBUBEoARABpAGcAaQB0AGkAegBlAGQAIABkAGEAdABhACAAYwBvAHAAeQByAGkAZwBoAHQAIACpACAAMgAwADEAMAAtADIAMAAxADEALAAgAEcAbwBvAGcAbABlACAAQwBvAHIAcABvAHIAYQB0AGkAbwBuAC4AAERpZ2l0aXplZCBkYXRhIGNvcHlyaWdodCCpIDIwMTAtMjAxMSwgR29vZ2xlIENvcnBvcmF0aW9uLgAATwBwAGUAbgAgAFMAYQBuAHMAAE9wZW4gU2FucwAAUgBlAGcAdQBsAGEAcgAAUmVndWxhcgAAQQBzAGMAZQBuAGQAZQByACAALQAgAE8AcABlAG4AIABTAGEAbgBzACAAQgB1AGkAbABkACAAMQAwADAAAEFzY2VuZGVyIC0gT3BlbiBTYW5zIEJ1aWxkIDEwMAAATwBwAGUAbgAgAFMAYQBuAHMAAE9wZW4gU2FucwAAVgBlAHIAcwBpAG8AbgAgADEALgAxADAAAFZlcnNpb24gMS4xMAAATwBwAGUAbgBTAGEAbgBzAABPcGVuU2FucwAATwBwAGUAbgAgAFMAYQBuAHMAIABpAHMAIABhACAAdAByAGEAZABlAG0AYQByAGsAIABvAGYAIABHAG8AbwBnAGwAZQAgAGEAbgBkACAAbQBhAHkAIABiAGUAIAByAGUAZwBpAHMAdABlAHIAZQBkACAAaQBuACAAYwBlAHIAdABhAGkAbgAgAGoAdQByAGkAcwBkAGkAYwB0AGkAbwBuAHMALgAAT3BlbiBTYW5zIGlzIGEgdHJhZGVtYXJrIG9mIEdvb2dsZSBhbmQgbWF5IGJlIHJlZ2lzdGVyZWQgaW4gY2VydGFpbiBqdXJpc2RpY3Rpb25zLgAAQQBzAGMAZQBuAGQAZQByACAAQwBvAHIAcABvAHIAYQB0AGkAbwBuAABBc2NlbmRlciBDb3Jwb3JhdGlvbgAAaAB0AHQAcAA6AC8ALwB3AHcAdwAuAGEAcwBjAGUAbgBkAGUAcgBjAG8AcgBwAC4AYwBvAG0ALwAAaHR0cDovL3d3dy5hc2NlbmRlcmNvcnAuY29tLwAAaAB0AHQAcAA6AC8ALwB3AHcAdwAuAGEAcwBjAGUAbgBkAGUAcgBjAG8AcgBwAC4AYwBvAG0ALwB0AHkAcABlAGQAZQBzAGkAZwBuAGUAcgBzAC4AaAB0AG0AbAAAaHR0cDovL3d3dy5hc2NlbmRlcmNvcnAuY29tL3R5cGVkZXNpZ25lcnMuaHRtbAAATABpAGMAZQBuAHMAZQBkACAAdQBuAGQAZQByACAAdABoAGUAIABBAHAAYQBjAGgAZQAgAEwAaQBjAGUAbgBzAGUALAAgAFYAZQByAHMAaQBvAG4AIAAyAC4AMAAATGljZW5zZWQgdW5kZXIgdGhlIEFwYWNoZSBMaWNlbnNlLCBWZXJzaW9uIDIuMAAAaAB0AHQAcAA6AC8ALwB3AHcAdwAuAGEAcABhAGMAaABlAC4AbwByAGcALwBsAGkAYwBlAG4AcwBlAHMALwBMAEkAQwBFAE4AUwBFAC0AMgAuADAAAGh0dHA6Ly93d3cuYXBhY2hlLm9yZy9saWNlbnNlcy9MSUNFTlNFLTIuMAAAAAAAAgAAAAAAAP9mAGYAAAAAAAAAAAAAAAAAAAAAAAAAAADWAAAAAQACAAMABAAFAAYABwAIAAkACgALAAwADQAOAA8AEAARABIAEwAUABUAFgAXABgAGQAaABsAHAAdAB4AHwAgACEAIgAjACQAJQAmACcAKAApACoAKwAsAC0ALgAvADAAMQAyADMANAA1ADYANwA4ADkAOgA7ADwAPQA%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAMACAAKAA0AB%2F%2F%2FAA8AAAABAAAAAMmJbzEAAAAAyTUxiwAAAADJ7dhg%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Open%20Sans%27%3B%0Afont%2Dstyle%3A%20normal%3B%0Afont%2Dweight%3A%20600%3B%0Asrc%3A%20url%28data%3Aapplication%2Ffont%2Dsfnt%3Bbase64%2CAAEAAAAQAQAABAAARkZUTVzEMhEAAJKkAAAAHE9TLzKiDbgUAAABiAAAAGBjbWFwjOjcmQAABUAAAAGyY3Z0IBCRGjQAAA%2FAAAAApmZwZ21%2BYbYRAAAG9AAAB7RnYXNwAAgAGwAAkpgAAAAMZ2x5ZhQyYgAAABIYAABUuGhlYWT5NRTiAAABDAAAADZoaGVhDrUE%2BgAAAUQAAAAkaG10eLHEUI0AAAHoAAADWGtlcm4Mlg8JAABm0AAAIwRsb2Nh0PO82gAAEGgAAAGubWF4cAJSAT8AAAFoAAAAIG5hbWUEDhKHAACJ1AAABs9wb3N0gnjp1QAAkKQAAAHycHJlcHism24AAA6oAAABGAABAAAAARmawtwUTF8PPPUAHwgAAAAAAMnt2GIAAAAAye3YYv53%2FhQHrgdzAAEACAACAAAAAAAAAAEAAAiN%2FagAAAgA%2Fnf%2BeweuAAEAAAAAAAAAAAAAAAAAAADWAAEAAADWAEQABQA%2FAAQAAgAQAC8AXAAAAQMAigADAAEAAwRsAlgABQAIBZoFMwAAAR8FmgUzAAAD0QBmAfYAAAILBwYDCAQCAgTgAALvQAAgWwAAACgAAAAAMUFTQwAgACAgrAYf%2FhQA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AQEiBhUUHgEXPgE1NCYCSNDy%2FvKskf724%2B7%2B%2BomchnL6RpJ9gY%2BEhh2EdAENZHosVGR4Y3sFyb%2Bg4YVWvnW12sy7esNMULJvn737smhzd2ZRhjkNOosDP2NVNFJDLzV1TlVjAAACAFb%2F7AQ3BckAGAAlAERAIyIMDAAcEgAGEgMnJgwPFQ8fT1kPDwMVFRlNWRUHAwhPWQMZAD8rABg%2FKxESADkYLysREgA5ERIBFzkRMxEzETMxMAEQACEiJzUWMzISEyMOASMiJjU0ADMyFhIlIgYVFBYzMjY1NC4BBDf%2BpP6ihTpZWu7qCww7p3DC3gEB3pzofv4CeoJ5e3eiRXwDRv5Q%2FlYQxRkBAAESWlDy0%2BUBD5j%2B3%2FafkH2Pjl9Zm1oAAAACAIX%2F4wGuBGoACwAWAChAFBEMBgYAABgXDhRRWQ4QCQNRWQkTAD8rABg%2FKxESATkRMxI5OTEwNzQ2MzIWFRQGIyImETQzMhYVFAYjIiaFTEhJTE1ISEyUS0pNSEhMfUlOUUZHU1IDnpdQR0dTUgAAAgA%2F%2FvgBrARqAAYAEQAyQBsMBwEGBgQHAxMSBAAGEAaQBgMNAwYJD1FZCRAAPysAGC9fXl3GERIBFzkRMxEzMTAlFwYDIxI3AzQzMhYVFAYjIiYBjQ8wgK1FIiOUS0pNSEhM7he6%2FtsBDugC5ZdQR0dTUgABAGAA3QQxBOwABgAmQBYFAQABBAMIBwAPAwE%2FA28DjwPvAwQDAC9dccYREgEXOREzMTAlATUBFQkBBDH8LwPR%2FSMC3d0BrnkB6MP%2BqP7RAAIAZgGwBCkD8gADAAcALUAbBAcAAwQJCAQFUlkEAQEAUlkPAS8BTwFvAQQBAC9dKwAYEMYrERIBFzkxMBM1IRUBNSEVZgPD%2FD0DwwM%2Fs7P%2BcbKyAAEAYADdBDEE7AAGACZAFgEFAgUGAwgHBg8DAT8DbwOPA%2B8DBAMAL11xxhESARc5ETMxMBMJATUBFQFgAt39IwPR%2FC8BogEvAVjD%2Fhh5%2FlIAAgAQ%2F%2BMDbQXLABsAJgBBQCEhHBsABxMADhMcBCgnBBcXEAAAJBAQCktZEAQkHlFZJBMAPysAGD8rERIAORgvEjkRMxESARc5ETMRMxEzMTABNTQ2Nz4BNTQmIyIGByc2MzIWFRQOAQcOAR0BAzQzMhYVFAYjIiYBG1Bkd0VwaV%2BiTVTL6MTmLFltXT%2Ftk0hMTUdHTAG8QG6STl5oSFRaNiawccCpS3VqVUlgUS3%2BwZdPSEdTUQAAAAIAb%2F9WBr4FvgA1AD8ATEAmGwA7FDoHFjYOIy4ADhQWKC4GQUAICz0RETIYODgECwsrHzIDJisALzM%2FMxI5LzMzETMROS8zEjkREgEXOREzETMRMzMRMxEzMTABFA4BIyImJyMOASMiJjU0EjMyFhcDFRQzMjY1NAIkIyIEAhUQACEyNxUGIyAAERASJDMyBBIBFDMyEzcmIyIGBr5ao2tPdBQMMZBao7v40Uy5SBZoT12M%2Fv6n1f7FpgE2ASLd8NL3%2Fo7%2BYuABjfvZAVO7%2B%2Fy3wRIMP0iAjwLjj%2B2EVEhOTtKzzgEBGxj%2BLxigzJ6rAQOMsP652P7e%2FshapFYBjwFlAQUBl9i0%2FrP%2Bp%2BkBJe8RqgAAAAIAAAAABUoFvAAHAA8AN0AeBgUMAAcDBAECBAcIDA8HERAPAkxZDw8FAAQSDAUDAD8zPzMSOS8rERIBFzkRMxEzETMzMTAhAyEDIwEhCQEDLgEnBgcDBEyS%2FdGP%2FAIjAQQCI%2F4xiQ81Chs0hAGW%2FmoFvPpEAmQBjiisKHuS%2FoMAAwDBAAAE2QW2AA8AGAAhAElAJhQEHgsQGhoPBAgLDwQjIggZEBAZS1kQEA8AABhMWQADDxpMWQ8SAD8rABg%2FKxESADkYLysREgA5ERIBFzkRMxEzETMRMzEwEyEgBBUUBgcVHgEVFAQjIRMzMjY1NCYrARkBMzI2NTQmI8EBsgEuAQ2EfJqR%2Fu31%2FfDv5paKlaLP%2FpaZnJ8FtrC%2BgKoWCh2rksXfA1pfcmdc%2Far%2BMXN8cm4AAQB5%2F%2BwEzwXLABgAJkAUAw8JDxUDGhkTAExZEwQMBkxZDBMAPysAGD8rERIBFzkRMzEwASICERASMzI2NxUGIyAAETQSJDMyFwcuAQMvzuzj112uXqza%2Fr%2F%2BqKcBPNXgvlZKpQT%2B%2Ftz%2B%2F%2F7z%2FuwlHc1BAYUBauQBVrZexyM1AAACAMEAAAVmBbYACAAPAChAFA0ECQAEABARBQxMWQUDBA1MWQQSAD8rABg%2FKxESATk5ETMRMzEwARAAKQERISAAAxAhIxEzIAVm%2Fm7%2Bhv5nAcQBXQGE%2FP4Vz6oCEALp%2Fpb%2BgQW2%2Foj%2BowIN%2B9sAAAAAAQDBAAAD%2FAW2AAsAPUAgBAAGCgoBAAEIAw0MBglMWQYGAQICBUxZAgMBCkxZARIAPysAGD8rERIAORgvKxESARc5ETMRMxEzMTApAREhFSERIRUhESED%2FPzFAzv9tAIn%2FdkCTAW2yv5yyP41AAAAAAEAwQAAA%2FoFtgAJADhAHgYAAAEEBwEDCgsGCUxZDwYBCwMGBgIBEgIFTFkCAwA%2FKwAYPxI5L19eXSsREgEXOREzETMxMCEjESEVIREhFSEBru0DOf20Aif92QW2yv43ywAAAAABAHn%2F7AUxBcsAGgA6QB8YAhMIAggaDQQcGwAaTFkAAAULCxBMWQsEBRZMWQUTAD8rABg%2FKxESADkYLysREgEXOREzETMxMAEhEQ4BIyAAERAAITIXByYjIgAVEBIzMjcRIQMXAhqE843%2BtP6YAZYBZOXNVLKy6v7w9eZ0hP7RAxn9IiskAYkBZgFhAY9Yx1L%2B2v%2F%2B9P7pHQF5AAABAMEAAAVCBbYACwAzQBkIBAQFCQEBAAUADA0IA0xZCAgFCgYDAQUSAD8zPzMSOS8rERIBOTkRMxEzETMRMzEwISMRIREjETMRIREzBULw%2FV7v7wKi8AKT%2FW0Ftv2qAlYAAAAAAQDBAAABsAW2AAMAEbYABQQBAwASAD8%2FERIBOTEwMxEzEcHvBbb6SgAAAAAB%2F2T%2BaAGqBbYADAAfQA4KAwcHDg0IAwAFTFkAIwA%2FKwAYPxESATkRMzMxMBMiJzUWMzI1ETMRFAYIYkJUPsTw1f5oGckV%2BAWJ%2Bn%2Fg7QAAAAEAwQAABR0FtgAOADVAHAsMAQAIBAQFAAIFDA4FEA8CDgMIBAULBgMBBRIAPzM%2FMxIXORESARc5ETMRMxEzETMxMCkBAQcRIxEzETY3ASEABwUd%2Fuv%2BNY3v72JhAYsBEP6BpgKWc%2F3dBbb9RnhvAdP%2BPr8AAQDBAAAEGwW2AAUAH0AOAwAFAAcGAQMAA0xZABIAPysAGD8REgE5OREzMTAzETMRIRXB7wJrBbb7F80AAQDBAAAGogW2ABQAPkAfEgsODg0UAAkCCAUFBgYJDQMWFQISCQMGCwcDAA4GEgA%2FMzM%2FMxIXORESARc5ETMRMzMRMzMRMxEzMzEwIQEjEhURIxEhATMBIREjETQSNyMBAzn%2BWAgR2QFRAZYGAaIBUuYLBAj%2BSQTF%2FvDu%2FTkFtvt1BIv6SgLTbQFeJfs9AAAAAQDBAAAFgwW2ABEAMkAXDAEQEAADCgcHCAgAExIDDAgQCQMBCBIAPzM%2FMxI5ORESATk5ETMRMzMRMxEzMzEwKQEBIxcWFREjESEBMyYCNREzBYP%2B2%2F0xCAUO2QEiAs0GAgzbBI1Bupr9CAW2%2B3kXASFRAv4AAAAAAgB5%2F%2BwF0wXNAAsAFwAoQBQMBhIABgAYGQkVTFkJBAMPTFkDEwA%2FKwAYPysREgE5OREzETMxMAEQACEgABEQACEgAAEQEjMyEhEQAiMiAgXT%2Fpv%2Buf61%2Fp0BZQFLAUYBZPuk2tbV2dfV19sC3f6b%2FnQBiQFqAWoBhP52%2Fpr%2B8v7pARQBEQENARb%2B6gACAMEAAASJBbYACgATADJAGQ8ACwUFBgYAFRQLBExZCwsHBhIHE0xZBwMAPysAGD8SOS8rERIBOTkRMxEzETMxMAEUBCEjESMRISAEATMyNjU0JisBBIn%2B1P7rmO8BpQESARH9J3%2B4rJqjpgP85fT93QW24P4WgIh%2BfAAAAgB5%2FqQF0wXNAA8AGwA7QB8FBAMGFgAQCgAEBgoEHRwNGUxZDQQFBwMHBxNMWQcTAD8rEQAzGBDGPysREgEXOREzETMRMxEzMTABEAIHASEBIyAAERAAISAAARASMzISERACIyICBdPLwgFe%2Fr7%2B7Cf%2Btf6dAWUBSwFGAWT7pNrW1dnX1dfbAt3%2B9v6USv6HAUgBiQFqAWoBhP52%2Fpr%2B8v7pARQBEQENARb%2B6gAAAAACAMEAAAUKBbYACAAVAERAIxIVBBAUEwAKCgsLEBMVBBcWEgkACUtZAAAMFAsSDAhMWQwDAD8rABg%2FMxI5LysRADMREgEXOREzETMRMxEzETMxMAEzMjY1NCYrARkBIxEhIAQVEAUBIQEBsKanlqKjnu8BnQEbARD%2B5AGd%2FvD%2BogMOfHp8bP1c%2FbgFttTW%2Fu90%2FXkCSAAAAAEAZP%2FsBAwFywAkADRAGwwAHRIFEhcABCYlDB0DFRUaTFkVBAMJTFkDEwA%2FKwAYPysREgA5ORESARc5ETMRMzEwARQEIyInNR4BMzI2NTQmJy4BNTQkMzIXByYjIgYVFB4BFx4CBAz%2B5vj4nmThYY6HfMLIpAEE29LQTMOZdHgwbo%2BhlkYBjcPeTeIvNmxbUnJOUdCSt9Jcw1JlUzlRSDtDdJIAAQAdAAAEaAW2AAcAJUASAAEBAwYDCQgBEgcDBANMWQQDAD8rEQAzGD8REgEXOREzMTAhIxEhNSEVIQK67%2F5SBEv%2BUgTpzc0AAQC0%2F%2BwFOwW2ABEAJUAREAELCAgBExIRCQMFDkxZBRMAPysAGD8zERIBOTkRMxEzMTABERQGBCMgADURMxEUFjMgGQEFO4v%2B%2Bbf%2B8P7S8KiuAVIFtvxOovODASD8A678Y7WsAWMDmwABAAAAAAT6BbYADAAqQBQDAgkAAQUEAQQJAw4NCQMABAMDEgA%2FPzMSORESARc5ETMRMxEzMzEwATMBIwEzAR4BFz4BNwQC%2BP4A%2FP4C9gExGDYIDTYRBbb6SgW2%2FHNBzTJMyDAAAQAMAAAHgwW2ABwAQEAhAQAYCgkQFRQFGxwNDAUMEBgcBR4dEAUYAwobFAwDAQoSAD8zPzMzEhc5ERIBFzkRMxEzETMzETMzETMzMTApAQMuAScOAQcDIQsBMxMWFz4BNxMzExYXNjcTMwYG%2Fvz4EDAFCi0P8v78vcD00TEVCywS7u30IycPOdDyA2g51ypAzDL8nALcAtr8rM2dVdJBA1b8pnftj90DUgAAAAEABAAABPYFtgALADVAHAEACQoHBgMEBAACBQYICgsIDQwCCAQJBgMBBBIAPzM%2FMxI5ORESARc5ETMRMxEzETMxMCkBCQEhCQEhCQEhAQT2%2Fu3%2Bkv6P%2FwAB5f46AQoBUgFSAQL%2BNwJW%2FaoC9gLA%2FdcCKf08AAAAAAEAAAAABLwFtgAIACxAFQECCAcABAQFAgUHAwoJAAUBBwMFEgA%2FPzMSORESARc5ETMSOREzETMxMAkBIQERIxEBIQJeAVoBBP4Z8P4bAQQDGwKb%2FIH9yQIvA4cAAQBCAAAEWAW2AAkAOEAdAwcIAgACBAcECwoHBAUFBExZBQMCCAEBCExZARIAPysREgA5GD8rERIAORESARc5ETMRMzEwKQE1ASE1IRUBIQRY%2B%2BoC4f0zA%2B79HAL4pgRDzaj7vwAAAAABAJr%2BvAJxBbYABwAfQA0EAAYBAQAJCAYBBQIDAD8zLzMREgE5OREzETMxMAEhESEVIREhAnH%2BKQHX%2FwABAP68Bvqw%2BmcAAAABABAAAAMOBbYAAwAcQAwCAQADAwEFBAMDAhIAPz8REgE5OREzETMxMBMBIwHuAiDd%2Fd8FtvpKBbYAAAABADP%2BvAIIBbYABwAfQA0DAAEGBgAJCAAHAwQDAD8zLzMREgE5OREzETMxMBchESE1IREhMwEA%2FwAB1f4rkwWZsPkGAAEAHQIXBC8FvgAGACdAEgIBBQQDBgAAAwUDCAcFAAQCAwA%2FzTI5ERIBFzkRMxEzETMzMTATATMBIwkBHQG0eQHlwv6j%2Fs0CFwOn%2FFkCtv1KAAAAAAH%2F%2FP7BA3P%2FSAADABG1AwUCBAECAC8zEQEzETMxMAEhNSEDc%2FyJA3f%2BwYcAAQFqBNkDUAYhAAkAE7YIAwsKBYAAAC8azRESATk5MTABLgEnNSEeARcVArJF0zABESaDLATZNMU6FUa2MxkAAAIAWv%2FsBAQEZgAbACYASUAmDAEfHxskCAgUGwMoJwIFFwwgSlkMDAUXABUXEEhZFxAFHEhZBRYAPysAGD8rABg%2FERI5LysREgA5ERIBFzkRMxEzETMzMTAhJyMOASMiJjU0NiU3NTQmIyIGByc%2BATMyFhURJTI2PQEHDgEVFBYDXC8IUKJ%2Fo7f%2BAQS%2FY2hVnEhMWtZf09f9%2BoCbjqaXWJplSbChq64IBjtqaTIiqC8xuMX9F6CPgWAGBmNmSlEAAAIAqP%2FsBJMGFAATAB8AQEAhCRgRAw0eAw0LCwMhIAgRBgAMAAsVABRGWQAQBhtGWQYWAD8rABg%2FKwAYPz8REjk5ERIBOTkRMxEzERczMTABMhIREAIjIicjByMRMxEUBgczNhciBgcVFBYzMjY1EALdz%2Bfq0NJ0ECuw6wgCCnCdjn0CgJF9gQRm%2FtT%2B8f7w%2FtGXgwYU%2Fo4pohalwKfEEMq1xrsBeQAAAAEAZv%2FsA7QEZgAVACZAFA0DAwgSAxcWBgtGWQYQABBGWQAWAD8rABg%2FKxESARc5ETMxMAUiABEQACEyFwcmIyARFBYzMjcVDgECZvv%2B%2BwERAQKvjEeVYf7hj4qdjD%2BPFAElARIBFwEsQb06%2FoO6u07NJSAAAgBm%2F%2BwEVAYUABIAHwBAQCEQFwkDDAwOHQMOAyEgCREABgwADxUGGkZZBhAAE0ZZABYAPysAGD8rABg%2FPxESOTkREgE5OREzETMRFzMxMAUiAhEQEjMyFzMmNREzESMnIwYnMjY3NTQmIyIGFRQWAh3P6OvQ2nIMEey4KQtxm5GEAoiRfIaCFAEsAQ8BEAEvoXdFAZP57JGlvqO3IdGwybq4wQACAGb%2F7AQ5BGYAFAAbAEdAJxkKGAsLAwMKEQMdHBgLSFkMGBwYAhADGBgABgYVSFkGEAAOR1kAFgA%2FKwAYPysREgA5GC9fXl0rERIBFzkRMxEzETMxMAUgABEQADMyEh0BIR4BMzI2NxUOAQMiBgchLgECi%2F7%2B%2Ft0BDuzb%2Fv0fBaSVYqlhVrCccIcNAfYCgBQBLQEIAQ8BNv726X%2BhrSUrvykiA8iOiImNAAAAAQAjAAADQgYfABUAO0AeDRQUBwICAwADBQMXFgMVCxBGWQsABQEUAUhZBxQPAD8zKxEAMxg%2FKwAYPxESARc5ETMSOTkRMzEwASERIxEjNTc1NDYzMhcHJiMiBh0BIQLT%2FvLstra4vXx4PldPUEkBDgOg%2FGADoG5ISMS9KbIcY2NIAAAAAwAX%2FhQETgRmACsAOABDAHJAPSsCJT4FOSUMHzITLBkABRMZHyUGRUQiCAg8SlkICBYoHDYPDzZGWQ8PFigoQUpZKBArAklZKw8WL0lZFhsAPysAGD8rABg%2FKxESADkYLysREgA5ERI5GC8rEQAzERIBFzkRMxEzETMRMxEzEjk5MTABFQceARUUBiMiJwYVFBY7ATIWFRQEISImNTQ2Ny4BNTQ2Ny4BNTQ2MzIWFwEUFjMyNjU0JisBIgYTFBYzMjU0JiMiBgROvRoi7M81K0xHX8G3vv7K%2Ftvi7oF0Lz1GRVZr49IvZxr%2BGol8wLxnjLJld2VrZMxlZ2ZpBFKBIyNmOavECC8%2FJiack7zMoJRmixsUWTE%2BViolp3C0xg0H%2BwJMUm5bSD1fA0docNpsdXQAAAABAKgAAAR1BhQAFQAzQBkBAA8NCQkKAAoXFg8KExMFRlkTEAsAAQoVAD8zPz8rERIAORESATk5ETMRMzMRMzEwISMRNCYjIgYVESMRMxEUBzM%2BATMgEQR17GdwlIvr6wwPMKtyAZICqIB%2BsdD92wYU%2FnVfbFBY%2FmsAAAAAAgCaAAABogX6AAMADwA2QCIKAAQAAQEREA0fBy8HAl8Hbwd%2FB58HrwffB%2B8HBwcCDwEVAD8%2FL11xzRESATkRMzMRMzEwISMRMwM0NjMyFhUUBiMiJgGT6%2Bv5RUA%2BRUU%2BQEUEUgElP0REPzxFRQAAAAL%2Fh%2F4UAaIF%2BgAMABgAQ0AqEwoKDQMDBwcaGRZADxAfEC8QTxBfEI8QnxDPEN8QCQ4DEAgPAAVGWQAbAD8rABg%2FL19eXRrNERIBOREXMxEzMTATIic1FjMyNREzERQGAzQ2MzIWFRQGIyImN2pGREeW67NGRUA%2BRUU%2BQEX%2BFBm6EqoE0%2Fsdq7AHYz9ERD88RUUAAAABAKgAAASJBhQADgA6QB8CAwYFDgwJCQoDBAUHCgUQDw4IBwQECgILAAIPBgoVAD8zPz8REhc5ERIBFzkRMxEzMxEzETMxMAE3ASEJASEBBxEjETMRBwGLhQFOAQ%2F%2BQwHZ%2Fuz%2BnYHp6QwCSKYBZP4l%2FYkB5Wr%2BhQYU%2FQnVAAAAAAEAqAAAAZMGFAADABZACQABAQUEAgABFQA%2FPxESATkRMzEwISMRMwGT6%2BsGFAAAAAEAqAAABwYEZgAjAEZAIxwbEwAAAQ0JCQoBChsDJSQUDQoRCw8cAQoVIAURBUZZFxEQAD8zKxEAMxg%2FMzM%2FERI5ORESARc5ETMRMxEzEjkRMzEwISMRNCYjIgYVESMRMxczPgEzIBczPgEzMhYVESMRNCYjIgYVBEzsYGaIf%2Bu4IQwur2kA%2F1MQMbJzxrXrYWaJfwKqf32xzv3ZBFKRT1auUlzIzf0vAqp%2FfauxAAAAAQCoAAAEdQRmABMAMUAYDQkJCgEACgAUFQ0KEREFRlkREAsPAQoVAD8zPz8rERIAORESATk5ETMRMxEzMTAhIxE0JiMiBhURIxEzFzM%2BATMgEQR17GdwlYrruCEMMrhwAY4CqIB%2BsM%2F92QRSkU9W%2FmsAAAACAGb%2F7AR9BGYADAAVAChAFA0HEQAHABYXChNGWQoQAw9GWQMWAD8rABg%2FKxESATk5ETMRMzEwARAAIyImAjUQADMyAAEQISARECEiBgR9%2Fur4m%2B6AART78AEY%2FNsBGwEY%2FuaUhQIr%2FvH%2B0IwBBq0BDQEu%2Fsv%2B%2Bv6BAX8Be8QAAAIAqP4UBJMEZgATACAAP0AgGAsDBgYHHhEHESEiAwsADg4URlkOEAgPBxsAG0ZZABYAPysAGD8%2FPysREgA5ORESATk5ETMRMxEzMzMxMAUiJyMWFREjETMWFzM2MzISERACASIGHQEUFjMyNjU0JgLZ0nQODuu%2BCBkMbtzP5%2Bv%2B%2BIyBgJF6hIMUl4we%2FjsGPh91qP7U%2FvH%2B8f7QA7qktCPKtci5ur8AAAIAZv4UBFQEZgALACAAQEAgHhYDGhoZCg8ZDyIhGhsXDx8WDBISB0ZZEhAMAEZZDBYAPysAGD8rERIAOTkYPz8REgE5OREzETMRMzMzMTAlMjY9ATQmIyIGFRAXIgIREBIzMhYXMzczESMRNDY3IwYCXpSBhZR%2BhMPN6OzPaKVBCBrD7AgDDWioq60lzbTIu%2F6FvAEtAQ4BDgExTViR%2BcIB1SxiGqUAAAEAqAAAA04EZgAQACNAEA0JCQoCChIRCw8NChUFABAAPzI%2FOT8REgE5OREzETMxMAEyFwcmIyIGFREjETMXMz4BAtlHLhcyNo2v67gfDDexBGYK2wy4k%2F2%2BBFLDY3QAAAEAYv%2FsA48EZgAhADRAGwoAGxEABhEWBCMiChsDFBQZR1kUEAMISFkDFgA%2FKwAYPysREgA5ORESARc5ETMRMzEwARQGIyInNRYzMjU0LgEnLgE1NDYzMhcHJiMiFRQWFx4CA4%2Fs3N2Gw6jZMG5iv4flxcOuTLN6umGjiXw8ATuirUPLWoMqODwmSpR2jp1PsUpqNEg%2FNVhzAAAAAAEAJ%2F%2FsAvAFSAAVAD1AHw8MExMIAggKEQQXFg0PQAkSDA8PEkhZDw8GAEZZBhYAPysAGD8rEQAzETMaGBDNERIBFzkRMxI5OTEwJTI3FQ4BIyAZASM1PwEzFSEVIREUFgJEVlYne0L%2BspeiUJEBO%2F7FVaobsREXAWACVGhW6vay%2FbBVUQAAAAABAJ7%2F7ARtBFIAFAAwQBcBEREUCwgUCBYVAgUSCQ8AFQUORlkFFgA%2FKwAYPz8zEjkREgE5OREzETMRMzEwIScjDgEjIiY1ETMRFBYzMjY1ETMRA7QhDDG1dMnG7WhvlIvskU1YyMsC0%2F1Wf3%2Bx0AIn%2B64AAAEAAAAABEgEUgALAChAEwkKAgELAAUBCgUDDQwJAQ8FABUAPzI%2FMxESARc5ETMzETMRMzEwIQEzExYXMzY3EzMBAaT%2BXPjhOgwICT3h%2Bv5aBFL9faJkSL4Cg%2FuuAAAAAAEAFAAABnMEUgAdAD5AIR0AFxMSBAgHDhscCgkECQ4XHAUfHgANFwMIFQkbBAMSDwA%2FFzM%2FFzMREgEXOREzETMRMzMRMzMRMzMxMCEDJgMjAgcDIQEzExYXMz4BNxMhEx4BFzM2NxMzAQQzjxpECToik%2F78%2FsrwjTAUBgopD6gBAqMPLQQIDzeP7P7IAgRSASv%2B8nH9%2FgRS%2Fd%2FKkEm9LwJG%2Fboxyjh73QIh%2B64AAAAAAQAZAAAETgRSAAsAM0AaCAcEBQIBCgsAAQUGBwsGDQwJAwsEAQ8ICxUAPzM%2FMxI5ORESARc5ETMRMxEzETMxMAkBIRsBIQkBIQkBIQGe%2Fo0BDPz%2BAQr%2BjAGH%2Fvb%2B7%2F7w%2FvYCNQId%2Fn0Bg%2F3j%2FcsBnv5iAAABAAD%2BFARKBFIAFAAzQBoUCgQICQEAAAQJDwQWFQQUFQgADwwRRlkMGwA%2FKwAYPzM%2FMxESARc5ETMRMxEzMzEwESETFhczPgETMwECISInNRYzMj8BAQDhMxEICTDm%2Fv4ngf7TTko1RKpFKQRS%2FY2GdjedApv7G%2F6nEboMxWgAAAEARAAAA4sEUgAJADhAHQMHCAICBAcJBAsKBwQFBQRIWQUPAggBAQhIWQEVAD8rERIAORg%2FKxESADkREgEXOREzETMxMCkBNQEhNSEVASEDi%2Fy5Ai%2F98wMV%2Fd0CM5EDDbSk%2FQYAAAAAAQAt%2FrwC6QW2ABwARUAnCxgSAg4HFRUcAhgcAx4dEQICDwN%2FA48DrwO%2FA88DBgMDChgZCwoDAD8zLzMSOS9dMxI5ERIBFzkRMxI5ORE5ETMxMAE0ITUyNjURNDYzFQ4BFREUBxUWFREUFhcVLgE1ATf%2B9oeD2dlyZ%2BXlZnPnywEfur9bXQE3nJO2BVNS%2FtfHJwwkyf7VUlQCtwKZqwAAAAEB2f4fAo0GEAADABS3AgMDBQQDAAAAPy8REgE5ETMxMAEzESMB2bS0BhD4DwAAAAEALf68AssFtgAeAEVAJwsbEgQXDgcHAAAEGwMgHwwbGw8afxqPGq8avxrPGgYaGhMEAxITAwA%2FMy8zEjkvXTMSORESARc5ETMSOTkRMxE5MTAFFAYHNT4BNRE0Njc1JjURNCYnNTIWFREUFjMVIgYVAc%2FH219qanvlW27fw399e4EUnJICtwFLXAEGeYQVDCfHASlSUwW2ma7%2B4WRUv1VlAAAAAQBgAjsEMQNoABUAQEAkDwMXFg4GAxERC1JZABEQEQIJAxEGQAYAUlkPBh8GPwZvBgQGAC9dKwAaGBDNX15dKwAQGMQQxhESATk5MTABIgYHNTYzMhYXFjMyNjcVBiMiJicmAUoyez1jl0J2WINZNH06aZFBfVR%2FArQ8Pb9sGiU3Pjq%2Bbx8jNwAAAAACAIX%2BjQGuBF4AAwAPAChAEgQCCgIDAxEQAAANAw0HUVkNEAA%2FKwAYLxI5LxESATkRMzMRMzEwEzMTIQEUBiMiJjU0NjMyFsGuM%2F7rASFLSkhMTEhITQKF%2FAgFOEpOT0lFVFEAAQCm%2F%2BwD9gXLABwASkApDgILAgUWCAUIEBwEHh0FAgIZTVkAAhACAhADAgQZDhNNWQuQDgEODAcAP81dMisAGD%2FFX15dKxEAMxESARc5ETMRMzMRMzEwJQYHFSM1JgI1NBI3NTMVFhcHJiMiBhUUFjMyNjcD23eLnM%2FIyc6emINGkmiSjJCKS4dX7jsFwsgfARj6%2FgEeIKqiBT28O77BwrIeJQABAEgAAARWBckAHQBVQC4aCAsLFw8TAgkQExcYBh8eCxgZGE9ZCA8ZAQsDGRkSAAAFTVkABxMPEg9OWRIYAD8rEQAzGD8rERIAORgvX15dMysRADMREgEXOREzETMSOTkxMAEyFwcmIyIdASEVIRUUBgchFSE1PgE9ASM1MxE0NgKywrVMonrNAY3%2Bc0JQAvT78mJevLzjBclStkfb9Ky2W4Atz8MehHC4rAEAvNQAAAIAdQECBBsEpAAbACcAOkAlIg4cAAACBQkMDhATFxoKKSgJDBATFxoCBQgfFSUPBx8HbwcDBwAvXTPEMhc5ERIBFzkRMxEzMTATNDcnNxc2MzIXNxcHFhUUBxcHJwYjIicHJzcmNxQWMzI2NTQmIyIGukCFeYNkc3NihXmDPz%2BBd4Vjcn5Zg3eDQKiIXmGIiGFdiQLTbWiFd4E%2FQYN1hWRzd2KBd4E9PX93gWN0YoWFYmGIiAAAAAABABIAAAR9BbYAFgBbQDMABxADCwsMAgUJDA4SFQcYFwYSExJQWQADDxMfEwIJAxMTDBUKDg8OUFkHDw8MARUGDBgAPz8zEjkvMysRADMREjkYL19eXTMzKxEAMxESARc5ETMSFzkxMAkBMwEzFSEVIRUhFSM1ITUhNSE1MwEzAkgBQfT%2BceP%2B5wEZ%2Fufh%2FuUBG%2F7l4P529gMdApn9CJeamfT0mZqXAvgAAAAAAgHZ%2Fh8CjQYQAAMABwAkQBADAgUFBAQJCAMEAwQHGwAAAD8%2FOTkvLxESATkRMxI5OTEwATMRIxEzESMB2bS0tLQGEPzm%2FkX85AAAAAIAc%2F%2FyA4kGIwAtADkATUAsNBcmGy4AEQUyGTcDAAMFCxcZGyEIOzoDGTcUMioGHggID0lZCAEeJElZHhYAPysAGD8rERIAFzkREgEXOREzETMRMxEzETMRMzEwEzQ2NyY1NDYzMhYXBy4BIyIVFBYXHgEVFAcWFRQGIyInNR4BMzI1NC4BJy4CNxQeARc2NTQmJw4BgU1Jktu5W6ZjRHR4PcJuiK%2BWi4vs0NSGTcBR6ypkYY2CPbgwbYxtfJ82RQMnUIMrU5iBkiIqojIabTZPM0SdbbFZUI%2BOpUezKDODKzY2JjdddWEtRkQ4QWdLZzUQWwACASUFAgOWBewACwAXAB5ADAwSBgASABkYDwMVCQAvM80yERIBOTkRMxEzMTABNDYzMhYVFAYjIiYlNDYzMhYVFAYjIiYBJUMwNT9ANDBDAYlDMDVAQjMwQwV3Pjc%2BNzVAOjs%2BNz43Nj86AAADAGT%2F7AZEBcsAFgAmADYARkAoAw8vHycXCQ8UFx8FODcAABIQEgISEhsGDwwfDJ8MAwwMIzMbBCsjEwA%2FMz8zEjkvXTMROS9dMxESARc5ETMRMxEzMTABIgYVFBYzMjY3FQYjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA31veGx7N34uc3jF2dzEiohBavyGyAFeysgBXsrC%2FqLQz%2F6iw3upASSoqgEkp6n%2B26eo%2Ft%2BsBAqhjpOeHhWeM%2FHe1vdGjzf%2B0cgBXsrI%2FqLKxf6m0M8BWsaq%2Ft2oqwEhqagBJaim%2FtwAAAIAOQMCApMFxwAXACEAOUAdCwEhIRcbBwcRFwMjIiELCxMdAQAABBAEAgQOEwQAPzPUXcQzMxI5LzMREgEXOREzETMRMzMxMAEnDgEjIiY1NDY%2FATQmIyIHJzYzMhYVEQEOARUUMzI2PQECIx0udkdxcaioa0VFWng2kI2Kiv7%2BR21gW1wDDmE3NmlqaG8GBEhIOHNGfX3%2BQQE8AkAxWFJSKwAAAgBSAGgEIQPhAAYADQApQBMDBgoNAgQLCQkEDQYEDg8MBQgBAC8zxDIREgEXOREzETMRMxEzMTATARcJAQcBJQEXCQEHAVIBZKj%2B5gEaqP6cAcIBZaj%2B5QEbqP6bAjEBsF7%2Bov6kYQGvGgGwXv6i%2FqRhAa8AAAAAAQBgAQAEMQMrAAUAI0AQAQADAAcGAQQEA1JZLwQBBAAvXSsAGBDEERIBOTkRMzEwASMRITUhBDGy%2FOED0QEAAXmyAP%2F%2FAEgBwQJKAokSBgAQAAAABABk%2F%2BwGRAXLAAgAFQAlADUAXUAzBAkLDg0MABAQES4eJhYJDA4RFh4GNzYPAAASDQ8RHxECEREaCAASEBICEhIiMhoEKiITAD8zPzMSOS9dMxE5L10zEjkvMxESARc5ETMRMxEzETMRMxEzETMxMAEzMjY1NCYrAQUUBxMjAyMRIxEhMhYBNBIkMzIEEhUUAgQjIiQCNxQSBDMyJBI1NAIkIyIEAgLsRUpMSU9DAZmZ7dPAWr0BBq6i%2B9%2FIAV7KyAFeysL%2BotDP%2FqLDe6kBJKiqASSnqf7bp6j%2B36wDAkZBSDl9qz7%2BcwFa%2FqYDh4j%2BxcgBXsrI%2FqLKxf6m0M8BWsaq%2Ft2oqwEhqagBJaim%2FtwAAAAAAf%2F6BhQEBga4AAMAEbUABQEEAQIALzMRATMRMzEwASE1IQQG%2B%2FQEDAYUpAACAG0DOQL%2BBcsADAAYAB9ADRMGDQAGABoZEAkWAwQAPzPEMhESATk5ETMRMzEwEzQ2MzIWFRQGIyIuATcUFjMyNjU0JiMiBm2%2Bi4q%2BwIhYmViZZkpKZmhISGgEgYfDwIqLvVeYWUZoZ0dMZmgAAAAAAgBgAAAEMQThAAsADwA3QB4GAwoKCwwPAQgLBREQDA1SWQwSCQECAVJZBp8CAQIAL10zKxEAMxg%2FKxESARc5ETMSOTkxMAEhNSERMxEhFSERIwE1IRUB7v5yAY60AY%2F%2BcbT%2BcgPRApiyAZf%2BabL%2Bav7%2BsrIAAAAAAQAzAkoCpgXJABYAJ0ATBhEVAgIMERYEGBcJDh8CFRUBIAA%2FMxI5PzMREgEXOREzETMxMAEhNTc%2BATU0JiMiByc2MzIWFRQGDwEhAqb9jeZ1QUAzXWxei6qIl1yJiwGNAkqH4XBqOzQ2WHl3hHJTl3%2BBAAABAC0COQKiBckAIwA5QB8XABAGAAYLEx4DBiUkAxMTHxQBHxQBFBQJGiEfDgkhAD8zPzMSOS9dcTMSORESARc5ETMRMzEwARQGBx4BFRQGIyInNRYzMjU0KwE1MzI1NCYjIgYHJz4BMzIWAoVRT15fuq2UepF9s8dzabhFODlhOVQ9kmKGnQTjS18nFW5Nf4o%2BnU%2BHfYWBNDgoJXIuO3sAAQFqBNkDUAYhAAkAE7YFAAsKBYAAAC8azRESATk5MTABNT4BNyEVDgEHAWo5eSMBETTPRwTZGUasPRU9wTUAAAEAqP4UBHUEUgAYADtAHQoFBQgRABUVFhYIGhkRCw4GFw8JFRYbDgJGWQ4WAD8rABg%2FPz8zEjk5ERIBOTkRMxEzMxEzETMxMAEUMzI2NREzESMnIw4BIyInIx4BFREjETMBk9qSiuy3Ig0wj2iMTwQDB%2BvrAab8sdACJ%2Fuuk1NUWhyyJP7ABj4AAAAAAQBx%2FvwEdwYUAA8ALUAVAQAEBQAFCwMREAEFCAgOBQ4DS1kOAC8rABgvEjkvETMREgEXOREzETMxMAEjESMRIxEGIyImNRA2MyEEd4m%2FiT5U2Mva6AJE%2FvwGf%2FmBAzMS%2BvsBBP4AAAABAIUCOQGuA2oACwAXQAoGAAANDAMJUVkDAC8rERIBOREzMTATNDYzMhYVFAYjIiaFTEhJTE1ISEwC00lOUUZHU1IAAAEAAP4UAaoAAAARAC1AFw8MCgAABQwDExIMD0ALDkgPDw4HAhsOAC8%2FMxI5LyszERIBFzkRMxEzMTABFCEiJzUWMzI2NTQnNzMHHgEBqv7PQjc2RTY%2Fs1SYKVBa%2FvLeD4kOIS1VGaZYFV8AAAEAVAJKAhQFtgAKACJAEAAECQMBCAEMCwcJASAECR4APzM%2FEjkREgE5OREXMzEwASMRPwEOAQcnJTMCFLoDBREvdlgBGacCSgIAZ1sSLFlw0QAAAAIAPQMCAs8FxwALABcAJUASEgAMBgAGGRgPAAMQAwIDFQkEAD8zxF0yERIBOTkRMxEzMTABFAYjIiY1NDYzMhYFFBYzMjY1NCYjIgYCz6%2BdlrCxmZiw%2FhBOWFhOTlhYTgRkpL6%2Fo6m6vaZvbm5vcW1tAAAAAgBQAGgEIQPhAAYADQAlQBILCQQCAAMHAgoJBg4PCAEBDAUALzPELzIREgEXOREzETMxMAkBJwkBNwEFAScJATcBBCH%2BmagBG%2F7lqAFn%2Fj3%2BmqgBGv7mqAFmAhf%2BUWEBXAFeXv5QGv5RYQFcAV5e%2FlAAAP%2F%2FADwAAAYxBbYQJwDTAqYAABAmAHvoABEHANQDXP23AAmzAwIRGAA%2FNTUA%2F%2F8ALgAABkgFthAnANMCgwAAECYAe9oAEQcAdAOi%2FbcAB7ICEBgAPzUAAAD%2F%2FwA3AAAGaAXJECcA0wL4AAAQJwDUA5P9txEGAHUKAAAJswIBBxgAPzU1AAACADf%2BdwOWBF4AGwAnAEhAJhwiABsHExMbIgMpKAQXFwAbEBsCCwMbGxAlJR9RWSUQEApLWRAiAD8rABg%2FKxESADkYL19eXTkRMxESARc5ETMRMxEzMTABFRQGBw4BFRQWMzI2NxcGIyImNTQ%2BATc%2BAT0BExQGIyImNTQ2MzIWAotSZnw%2BbGtaqFJS3MzP6CpWcl4%2B70tKSExMSEhNAoU%2FapZQYmJLTl43JrNuv6lJcmhaTGFPLQFASk5PSUVUUf%2F%2FAAAAAAVKB3MSJgAkAAARBwBD%2F%2BQBUgAIswIZBSYAKzUAAP%2F%2FAAAAAAVKB3MSJgAkAAARBwB2AKoBUgAIswIZBSYAKzUAAP%2F%2FAAAAAAVKB3MSJgAkAAARBwDFADsBUgAIswIcBSYAKzUAAP%2F%2FAAAAAAVKB0gSJgAkAAARBwDHAC0BUgAIswIYBSYAKzUAAP%2F%2FAAAAAAVKBz4SJgAkAAARBwBqAEYBUgAKtAMCJQUmACs1Nf%2F%2FAAAAAAVKBwkSJgAkAAARBgDGVm0ACbMDAiQDAD81NQAAAAAC%2F%2F4AAAbTBbYADwATAGVANgYTExERCg4OAQgABAUFAAEMEBIFFRQKDUxZCgoBBhADTFkQEAEGBRIJEwYTTFkGAwEOTFkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKxESARc5MxEzETMRMxI5OREzETMxMCkBESEDIwEhFSERIRUhESEBIREjBtP81f4IvPYCpgQv%2FcUCFP3sAjv7NwGeewGW%2FmoFtsr%2Bcsj%2BNQGZAoEAAP%2F%2FAHn%2BFATPBcsSJgAmAAAQBwB6Ag4AAP%2F%2FAMEAAAP8B3MSJgAoAAARBwBD%2F7cBUgAIswEVBSYAKzUAAP%2F%2FAMEAAAP8B3MSJgAoAAARBwB2AE4BUgAIswEVBSYAKzUAAP%2F%2FAMEAAAP8B3MSJgAoAAARBwDF%2F%2FkBUgAIswEYBSYAKzUAAP%2F%2FAMEAAAP8Bz4SJgAoAAARBwBqAAQBUgAKtAIBIQUmACs1Nf%2F%2F%2F%2FoAAAHgB3MSJgAsAAARBwBD%2FpABUgAIswENBSYAKzUAAP%2F%2FALMAAAKZB3MSJgAsAAARBwB2%2F0kBUgAIswENBSYAKzUAAP%2F%2F%2F7UAAAK3B3MSJgAsAAARBwDF%2FtIBUgAIswEQBSYAKzUAAP%2F%2FAAEAAAJyBz4SJgAsAAARBwBq%2FtwBUgAKtAIBGQUmACs1NQACAC8AAAVeBbYADAAYAEdAJQ0AEggWFgQABAYUBBoZFQYHBkxZEgcHBAkJEUxZCQMEFkxZBBIAPysAGD8rERIAORgvMysRADMREgEXOREzEjk5ETMxMAEQACkBESM1MxEhIAADEAIrAREhFSERMyAFXv5u%2Fob%2Bb5KSAb4BWwGE%2FPn0xQEz%2Fs2gAhIC6f6Y%2Fn8Cb8gCf%2F6H%2FqQBBAEJ%2FknI%2FloA%2F%2F8AwQAABYMHSBImADEAABEHAMcAsgFSAAizARoFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAEMAdwFSAAizAiEFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAHYBJwFSAAizAiEFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAMUAugFSAAizAiQFJgArNQAA%2F%2F8Aef%2FsBdMHSBImADIAABEHAMcArgFSAAizAiAFJgArNQAA%2F%2F8Aef%2FsBdMHPhImADIAABEHAGoAywFSAAq0AwItBSYAKzU1AAEAgwEOBA4EmAALABxADwEDBQcJCwYNDC8AXwACAAAZL10REgEXOTEwCQE3CQEXCQEHCQEnAcn%2Bun0BSAFJff63AUV7%2Frf%2BvH0C0wFGf%2F66AUZ7%2Frb%2BuH0BRv66fQAAAAMAef%2B0BdMF%2FAATABsAIwBOQC0WFx4fBBQcFAAcCgAFCAoPBSUkFx4WHwQhGQ8SCAUEAw0NIUxZDQQDGUxZAxMAPysAGD8rERIAFzkREhc5ERIBFzkRMxEzERIXOTEwARAAISInByc3JhEQACEyFzcXBxYDNCcBFjMyEgEUFwEmIyICBdP%2Bm%2F651ZRejWK8AWUBS8ebWo5jw%2F5Q%2FbZhi9XZ%2FKJOAktci9fbAt3%2Bm%2F50UYlekMQBeQFqAYRSgVyMx%2F6Q4Yj8rjwBFAER54MDUjv%2B6gD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAQwA3AVIACLMBGwUmACs1AAD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAdgDuAVIACLMBGwUmACs1AAD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAxQCLAVIACLMBHgUmACs1AAD%2F%2FwC0%2F%2BwFOwc%2BEiYAOAAAEQcAagCYAVIACrQCAScFJgArNTX%2F%2FwAAAAAEvAdzEiYAPAAAEQcAdgBYAVIACLMBEgUmACs1AAAAAgDBAAAEkQW2AAwAFQBGQCURAA0JBQUGBgAXFgkVTFkACRAJAgwDCQkGBw0ETFkNDQYHAwYSAD8%2FEjkvKxESADkYL19eXSsREgE5OREzETMzETMxMAEUBCEjESMRMxUzIAQBMzI2NTQmKwEEkf7c%2Fuuo7%2B%2FFAQwBEP0fhbusnKykAwjj9P7PBbbz4P4Vfox%2FewAAAAEAqP%2FsBQIGHwAzAEFAIiUABh8ZDiwtAA4UHy0FNTQZJRExLRUxKEZZMQARF0hZERYAPysAGD8rABg%2FERI5ORESARc5ETMRMxEzETMxMAEUBgcOARUUFh8BHgIVFAYjIic1HgEzMjU0JicuATU0Njc%2BATU0JiMiBhURIxE0JDMyBAR9TUJaNi05X1xXLNbMvm06okPARXl3aERHS0CGb3%2BG6wEB7%2BEBBATlSoUzRTocHjMmQD5fcEelrEHHJTGXPVhKSXxUP2k1N1UzSFFsaftzBJHBzagA%2F%2F8AWv%2FsBAQGIRImAEQAABEGAEOZAAAIswIwESYAKzX%2F%2FwBa%2F%2BwEBAYhEiYARAAAEQYAdkwAAAizAjARJgArNf%2F%2FAFr%2F7AQEBiESJgBEAAARBgDF6AAACLMCMxEmACs1%2F%2F8AWv%2FsBAQF9hImAEQAABEGAMfkAAAIswIvESYAKzX%2F%2FwBa%2F%2BwEBAXsEiYARAAAEQYAavUAAAq0AwI8ESYAKzU1AAD%2F%2FwBa%2F%2BwEBAacEiYARAAAEQYAxg4AAAq0AwIqESYAKzU1AAAAAwBa%2F%2BwGuARmACYAMAA3AHNAPyEPFgQtNBYWLTUVJwAAChUaLQU5OA8hJA0ELUpZBAQkDTQWSVk0NCQNETFIWQ0HSFkRDRAeGEdZJClIWR4kFgA%2FMysrABg%2FMysrERIAORgvKxESADkYLysREgA5ORESARc5ETMRMxEzETMRMxI5OTEwEzQ2PwE1NCMiByc%2BATMyFzYzMhIdASESITI3FQ4BIyImJw4BIyImNxQzMjY9AQcOAQEiBgchNCZa8%2Fm8yY2mSljRY%2FFjeOLO9P04CgEjuKxWq26M2UNewZGlu%2FSmfJCHm5ADpHCDCQHZdQE9rK0IBkzCUqYvMZub%2FvPkf%2F6wUL8pIm1ufV60m5uRf2AGBmECEYuLgpQAAP%2F%2FAGb%2BFAO0BGYSJgBGAAAQBwB6AWQAAP%2F%2FAGb%2F7AQ5BiESJgBIAAARBgBDrwAACLMCJREmACs1%2F%2F8AZv%2FsBDkGIRImAEgAABEGAHZgAAAIswIlESYAKzX%2F%2FwBm%2F%2BwEOQYhEiYASAAAEQYAxQAAAAizAigRJgArNf%2F%2FAGb%2F7AQ5BewSJgBIAAARBgBqDgAACrQDAjERJgArNTUAAP%2F%2F%2F7sAAAGhBiESJgDCAAARBwBD%2FlEAAAAIswENESYAKzUAAP%2F%2FAJwAAAKCBiESJgDCAAARBwB2%2FzIAAAAIswENESYAKzUAAP%2F%2F%2F5wAAAKeBiESJgDCAAARBwDF%2FrkAAAAIswEQESYAKzUAAP%2F%2F%2F%2BcAAAJYBewSJgDCAAARBwBq%2FsIAAAAKtAIBGREmACs1NQACAGb%2F7AR9BiEAGwAnAFBAKwwcHAAiBgAGEBMYBSkoFhkRDhAFFw8PFAwDCQkfR1kJCQMXFAEDJUdZAxYAPysAGD%2FGEjkvKxESADkSORgvEhc5ERIBFzkRMxEzETMxMAEQACMiADU0ADMyFzcmJwcnNyYnNxYXNxcHFhIDNCYjIgYVFBYzMjYEff7t%2B%2Bv%2B4gEG3NZXCD6l%2BljMVlFUjHbnWLyYn%2FCXg5eGlImUhgI3%2Fun%2BzAEQ5ecBDW8EvZyWhXc7K5I%2FUYqBcYz%2BhP7pf5aknpmitgAAAP%2F%2FAKgAAAR1BfYSJgBRAAARBgDHIQAACLMBHBEmACs1%2F%2F8AZv%2FsBH0GIRImAFIAABEGAEO7AAAIswIfESYAKzX%2F%2FwBm%2F%2BwEfQYhEiYAUgAAEQYAdm8AAAizAh8RJgArNf%2F%2FAGb%2F7AR9BiESJgBSAAARBgDFDAAACLMCIhEmACs1%2F%2F8AZv%2FsBH0F9hImAFIAABEGAMf%2FAAAIswIeESYAKzX%2F%2FwBm%2F%2BwEfQXsEiYAUgAAEQYAahIAAAq0AwIrESYAKzU1AAAAAwBgAOwEMQS2AAMADwAbADRAGhYQCgQAAwQQBB0cBw0ZEw0TAQEAUlkvAQEBAC9dKxEAMzMYLzMvMxESARc5ETMRMzEwEzUhFQE0NjMyFhUUBiMiJhE0NjMyFhUUBiMiJmAD0f2YP0A9QEQ5PEM%2FQD1ARDk8QwJ5srL%2B%2FEBHSD8%2FSkcC%2FEBHSD8%2FSkcAAAAAAwBm%2F7gEfQSLABMAGwAiAE9ALhYXHh8EHBQcABQKAAUICg8SBiQjFx4WHwQhGQ8SCAUEAw0NGUZZDRADIUZZAxYAPysAGD8rERIAFzkREhc5ERIBFzkRMxEzERIXOTEwARAAIyInByc3JhEQADMyFzcXBxYBFBcBJiMiBgU0JwEWMyAEff7q%2BJBqTIdSjgEU%2B5ByRYhOh%2FzbJQGHPFeUhQIzIf59NlYBGAIr%2FvH%2B0DltWnWbAQkBDQEuP2RcbJj%2FAIdUAi8nxLd5Uv3XIQAA%2F%2F8Anv%2FsBG0GIRImAFgAABEGAEO3AAAIswEeESYAKzX%2F%2FwCe%2F%2BwEbQYhEiYAWAAAEQcAdgCLAAAACLMBHhEmACs1AAD%2F%2FwCe%2F%2BwEbQYhEiYAWAAAEQYAxSEAAAizASERJgArNf%2F%2FAJ7%2F7ARtBewSJgBYAAARBgBqJwAACrQCASoRJgArNTUAAP%2F%2FAAD%2BFARKBiESJgBcAAARBgB2JwAACLMBHhEmACs1AAIAqP4UBJMGFAAVACEAQUAiHwYMEhUaBA8PEBAGIyIMFQkDEQAQGwMWRlkDEAkdRlkJFgA%2FKwAYPysAGD8%2FERI5ORESATk5ETMRFzMRMzEwAT4BMzISERACIyInIx8BESMRMxEPAQUiBh0BFBYzMhE0JgGTPaNqzujpzdtvDggG6%2BsHAwEZjoGAkf57A8FWT%2F7S%2FvP%2B8P7RlUhc%2FjcIAP5SihsbpLIlyrUBgb67AAD%2F%2FwAA%2FhQESgXsEiYAXAAAEQYAasoAAAq0AgEqESYAKzU1AAAAAQCoAAABkwRSAAMAFkAJAAEBBQQCDwEVAD8%2FERIBOREzMTAhIxEzAZPr6wRSAAAAAgB5%2F%2BwHGwXNABQAHwBWQC8NAA8TEx0YBgAGER0EISAPEkxZDw8BCwsOTFkLAwkVTFkJBAETTFkBEwMbTFkDEgA%2FKwAYPysAGD8rABg%2FKxESADkYLysREgEXOREzETMRMxEzMTApAQYjIAAREAAhMhchFSERIRUhESEBIgIREBIzMjcRJgcb%2FMxmbf7A%2FqUBWAE%2Fc14DOv3AAhv95QJA%2B%2F7Q1tTQgVRQFAGJAWoBaAGGF8r%2Bcsj%2BNQQ1%2Fur%2B8%2F7z%2FugjBAAlAAADAGb%2F7AdMBGYAHQApADAAb0A9DQIkLRQUJC4THgcHExokBDIxDQIECi0USFkMLRwtAhADLS0ECg8qSFkPCgonRlkKEAAXR1kABAQhRlkEFgA%2FKxEAMysAGD8rEQAzKxESADkYL19eXSsREgA5ORESARc5ETMRMxEzETMSOTkxMAUgJwYhIgAREAAzMhYXNjMyAB0BIR4BMzI2NxUOAQEUFjMyNjU0JiMiBiUiBgchNCYFnv7ni4T%2B9Oz%2B6AES9XnMQoP43QEA%2FR4LlZpmqmBUr%2FtHg5KNg4SRj4EEGW6HCwHxfhTCwgE2AQkBEAErYmDC%2FvXof6SqJSu%2FKCMCP73Cv7zAv77Mi4uGkAAAAQDjBNkD5QYhAAwAKEASCQgCAAwEBQIFDAMODQIJgAUAAC8yGs0yERIBFzkRMxEzETMzMTABJicGByM1NjchFhcVA0Z7aWd6nr8%2FAQQ%2FwQTZSWtnTRnGaW7BGQACAWAE1wM7BpwACwAWACpAFgwAEgYGABgXD3AJAQ8JHwkvCQMJFAMALzPEXV0yERIBOTkRMxEzMTABFAYjIiY1NDYzMhYHNCYjIgYVFDMyNgM7g2xsgH9taIeFPC4vPGsuPAW8Zn99ZmV9fGYyOTkyajcAAAEA7ATXA%2F4F9gAVADJAGBITBwgTCBcWEAAFCwALAAt%2FE48TAhOACAAvGsxdOTkvLxEzETMREgE5OREzETMxMAEiLgIjIgcjPgEzMh4CMzI3Mw4BAwgqUU5KIlEcegyDZitSTkkiTxt9DIIE2SMrI3OLkiMrI3OGlwAAAAABAFIBxwOuAoUAAwARtQMABQQAAQAvMxESATk5MTATNSEVUgNcAce%2BvgAAAAEAUgHHB64ChQADABG1AwAFBAABAC8zERIBOTkxMBM1IRVSB1wBx76%2BAAAAAQAZA8EBcwW2AAcAF0AJAQcHBQkIAAQDAD%2FNERIBOTkRMzEwEyc2EjczAgclDBRmNqpAJQPBFlMBGnL%2FAPUAAAEAGQPBAXMFtgAGABdACQEGBgQIBwQGAwA%2FxhESATk5ETMxMAEXBgMjEjcBZA81e6pFHwW2FtH%2B8gEh1AAAAAABAD%2F%2B%2BAGcAO4ABgAeQA8ABQUDCAcDQAZQBtAGAwYAL13NERIBOTkRMzEwJQYDIxI3MwGcMICtRSLn17r%2B2wEO6AAAAAIAGQPBAxQFtgAGAA4AIkAQBw0ABQMFCw0EEA8GDgIKAwA%2FM80yERIBFzkRMxEzMTABNhMzAgcjJTYSNzMCByMBuDV9qkUf6f5SFGY2qkAl6QPXywEU%2FtjNFlMBGnL%2FAPUAAAACABkDwQMUBbYABgANACJAEAcMAAUDBQoMBA8OCgMMBQMAPzPGMhESARc5ETMRMzEwAQYDIxI3MwUGAyMSNzMBczV7qkUf5wGwNXusRSLnBaDR%2FvIBIdQW0f7yAQ%2FmAAACACv%2B%2BAMpAO4ABgANAClAFgcMAAUDBQoMBA8OCgMMQAZQBtAGAwYAL10zzTIREgEXOREzETMxMCUGAyMSNzMFBgMjEjczAYc3eaxCJOgBsDCArEIk6NfW%2FvcBBPIXuv7bAQTyAAAAAAEAgwHRAn8EBgALABO2BgAADQwJAwAvzRESATkRMzEwEzQ2MzIWFRQGIyImg4R6eYWGeHiGAuyKkJGJh5SRAAABAFIAaAJeA%2BEABgAYQAoDBgIEBgMIBwUBAC%2FEERIBFzkRMzEwEwEXCQEHAVIBZKj%2B5gEaqP6cAjEBsF7%2Bov6kYQGvAAEAUABoAl4D4QAGABhACgMAAAIEAwgHAQUAL8QREgEXOREzMTAJAScJATcBAl7%2BmqgBGv7mqAFmAhf%2BUWEBXAFeXv5QAAAAAAH%2BdwAAAo8FtgADABpACwMABQECAgQDAwISAD8%2FEQEzETMRMzIxMAkBIwECj%2FyowANaBbb6SgW2AAAAAAIAEAJKAtUFvAAKABEAPkAgCQEBCwcEEQYABAYDExIBBQUGCQ8RHxECEREHAyAOBx4APzM%2FEjkvXTMzMxEzERIBFzkRMxEzMzMRMzEwASMVIzUhNQEzETMhNTQ3Bg8BAtV9wP54AYy8ff7DBjQklAL6sLB%2FAkP9zbJhZGg22QAAAQA%2F%2F%2BwEhQXFACYAcUBCDAMICBYfAxsFChEYGx0kBygnBh0eHVBZAw8eHx4vHr8eBAkDHhcJGBcYUFkMAxcBFAMXFxMiIgBNWSIHEw5NWRMZAD8rABg%2FKxESADkYL19eXTMrEQAzGBDGX15dMisRADMREgEXOREXMxEzMzEwASIGByEVIQcVFyEVIRIhMjcVBiMiACcjNTMnNTcjNTM2ADMyFwcmAx%2BNsx4ByP4pAgIBmP55QAEsj5aDrvH%2B0y6YiAICiJYmATLyyJ5UmgT%2BqKqaLTcnmf7IPss9AQj6mSUlQZr7AR5Yu0wAAAAAAAEAACMAAAEF0xgAAAoK8gAFACT%2FcQAFADcAKQAFADkAKQAFADoAKQAFADwAFAAFAET%2FrgAFAEb%2FhQAFAEf%2FhQAFAEj%2FhQAFAEr%2FwwAFAFD%2FwwAFAFH%2FwwAFAFL%2FhQAFAFP%2FwwAFAFT%2FhQAFAFX%2FwwAFAFb%2FwwAFAFj%2FwwAFAIL%2FcQAFAIP%2FcQAFAIT%2FcQAFAIX%2FcQAFAIb%2FcQAFAIf%2FcQAFAJ8AFAAFAKL%2FhQAFAKP%2FrgAFAKT%2FrgAFAKX%2FrgAFAKb%2FrgAFAKf%2FrgAFAKj%2FrgAFAKn%2FhQAFAKr%2FhQAFAKv%2FhQAFAKz%2FhQAFAK3%2FhQAFALT%2FhQAFALX%2FhQAFALb%2FhQAFALf%2FhQAFALj%2FhQAFALr%2FhQAFALv%2FwwAFALz%2FwwAFAL3%2FwwAFAL7%2FwwAFAMT%2FhQAKACT%2FcQAKADcAKQAKADkAKQAKADoAKQAKADwAFAAKAET%2FrgAKAEb%2FhQAKAEf%2FhQAKAEj%2FhQAKAEr%2FwwAKAFD%2FwwAKAFH%2FwwAKAFL%2FhQAKAFP%2FwwAKAFT%2FhQAKAFX%2FwwAKAFb%2FwwAKAFj%2FwwAKAIL%2FcQAKAIP%2FcQAKAIT%2FcQAKAIX%2FcQAKAIb%2FcQAKAIf%2FcQAKAJ8AFAAKAKL%2FhQAKAKP%2FrgAKAKT%2FrgAKAKX%2FrgAKAKb%2FrgAKAKf%2FrgAKAKj%2FrgAKAKn%2FhQAKAKr%2FhQAKAKv%2FhQAKAKz%2FhQAKAK3%2FhQAKALT%2FhQAKALX%2FhQAKALb%2FhQAKALf%2FhQAKALj%2FhQAKALr%2FhQAKALv%2FwwAKALz%2FwwAKAL3%2FwwAKAL7%2FwwAKAMT%2FhQALAC0AuAAPACb%2FmgAPACr%2FmgAPADL%2FmgAPADT%2FmgAPADf%2FcQAPADj%2F1wAPADn%2FhQAPADr%2FhQAPADz%2FhQAPAIn%2FmgAPAJT%2FmgAPAJX%2FmgAPAJb%2FmgAPAJf%2FmgAPAJj%2FmgAPAJr%2FmgAPAJv%2F1wAPAJz%2F1wAPAJ3%2F1wAPAJ7%2F1wAPAJ%2F%2FhQAPAMP%2FmgAQADf%2FrgARACb%2FmgARACr%2FmgARADL%2FmgARADT%2FmgARADf%2FcQARADj%2F1wARADn%2FhQARADr%2FhQARADz%2FhQARAIn%2FmgARAJT%2FmgARAJX%2FmgARAJb%2FmgARAJf%2FmgARAJj%2FmgARAJr%2FmgARAJv%2F1wARAJz%2F1wARAJ3%2F1wARAJ7%2F1wARAJ%2F%2FhQARAMP%2FmgAkAAX%2FcQAkAAr%2FcQAkACb%2F1wAkACr%2F1wAkAC0BCgAkADL%2F1wAkADT%2F1wAkADf%2FcQAkADn%2FrgAkADr%2FrgAkADz%2FhQAkAIn%2F1wAkAJT%2F1wAkAJX%2F1wAkAJb%2F1wAkAJf%2F1wAkAJj%2F1wAkAJr%2F1wAkAJ%2F%2FhQAkAMP%2F1wAkAMv%2FcQAkAM7%2FcQAlAA%2F%2FrgAlABH%2FrgAlACT%2F1wAlADf%2FwwAlADn%2F7AAlADr%2F7AAlADv%2F1wAlADz%2F7AAlAD3%2F7AAlAIL%2F1wAlAIP%2F1wAlAIT%2F1wAlAIX%2F1wAlAIb%2F1wAlAIf%2F1wAlAJ%2F%2F7AAlAMz%2FrgAlAM%2F%2FrgAmACb%2F1wAmACr%2F1wAmADL%2F1wAmADT%2F1wAmAIn%2F1wAmAJT%2F1wAmAJX%2F1wAmAJb%2F1wAmAJf%2F1wAmAJj%2F1wAmAJr%2F1wAmAMP%2F1wAnAA%2F%2FrgAnABH%2FrgAnACT%2F1wAnADf%2FwwAnADn%2F7AAnADr%2F7AAnADv%2F1wAnADz%2F7AAnAD3%2F7AAnAIL%2F1wAnAIP%2F1wAnAIT%2F1wAnAIX%2F1wAnAIb%2F1wAnAIf%2F1wAnAJ%2F%2F7AAnAMz%2FrgAnAM%2F%2FrgAoAC0AewApAA%2F%2FhQApABH%2FhQApACIAKQApACT%2F1wApAIL%2F1wApAIP%2F1wApAIT%2F1wApAIX%2F1wApAIb%2F1wApAIf%2F1wApAMz%2FhQApAM%2F%2FhQAuACb%2F1wAuACr%2F1wAuADL%2F1wAuADT%2F1wAuAIn%2F1wAuAJT%2F1wAuAJX%2F1wAuAJb%2F1wAuAJf%2F1wAuAJj%2F1wAuAJr%2F1wAuAMP%2F1wAvAAX%2FXAAvAAr%2FXAAvACb%2F1wAvACr%2F1wAvADL%2F1wAvADT%2F1wAvADf%2F1wAvADj%2F7AAvADn%2F1wAvADr%2F1wAvADz%2FwwAvAIn%2F1wAvAJT%2F1wAvAJX%2F1wAvAJb%2F1wAvAJf%2F1wAvAJj%2F1wAvAJr%2F1wAvAJv%2F7AAvAJz%2F7AAvAJ3%2F7AAvAJ7%2F7AAvAJ%2F%2FwwAvAMP%2F1wAvAMv%2FXAAvAM7%2FXAAyAA%2F%2FrgAyABH%2FrgAyACT%2F1wAyADf%2FwwAyADn%2F7AAyADr%2F7AAyADv%2F1wAyADz%2F7AAyAD3%2F7AAyAIL%2F1wAyAIP%2F1wAyAIT%2F1wAyAIX%2F1wAyAIb%2F1wAyAIf%2F1wAyAJ%2F%2F7AAyAMz%2FrgAyAM%2F%2FrgAzAA%2F%2B9gAzABH%2B9gAzACT%2FmgAzADv%2F1wAzAD3%2F7AAzAIL%2FmgAzAIP%2FmgAzAIT%2FmgAzAIX%2FmgAzAIb%2FmgAzAIf%2FmgAzAMz%2B9gAzAM%2F%2B9gA0AA%2F%2FrgA0ABH%2FrgA0ACT%2F1wA0ADf%2FwwA0ADn%2F7AA0ADr%2F7AA0ADv%2F1wA0ADz%2F7AA0AD3%2F7AA0AIL%2F1wA0AIP%2F1wA0AIT%2F1wA0AIX%2F1wA0AIb%2F1wA0AIf%2F1wA0AJ%2F%2F7AA0AMz%2FrgA0AM%2F%2FrgA3AA%2F%2FhQA3ABD%2FrgA3ABH%2FhQA3ACIAKQA3ACT%2FcQA3ACb%2F1wA3ACr%2F1wA3ADL%2F1wA3ADT%2F1wA3ADcAKQA3AET%2FXAA3AEb%2FcQA3AEf%2FcQA3AEj%2FcQA3AEr%2FcQA3AFD%2FmgA3AFH%2FmgA3AFL%2FcQA3AFP%2FmgA3AFT%2FcQA3AFX%2FmgA3AFb%2FhQA3AFj%2FmgA3AFn%2F1wA3AFr%2F1wA3AFv%2F1wA3AFz%2F1wA3AF3%2FrgA3AIL%2FcQA3AIP%2FcQA3AIT%2FcQA3AIX%2FcQA3AIb%2FcQA3AIf%2FcQA3AIn%2F1wA3AJT%2F1wA3AJX%2F1wA3AJb%2F1wA3AJf%2F1wA3AJj%2F1wA3AJr%2F1wA3AKL%2FcQA3AKP%2FXAA3AKT%2FXAA3AKX%2FXAA3AKb%2FXAA3AKf%2FXAA3AKj%2FXAA3AKn%2FcQA3AKr%2FcQA3AKv%2FcQA3AKz%2FcQA3AK3%2FcQA3ALT%2FcQA3ALX%2FcQA3ALb%2FcQA3ALf%2FcQA3ALj%2FcQA3ALr%2FcQA3ALv%2FmgA3ALz%2FmgA3AL3%2FmgA3AL7%2FmgA3AL%2F%2F1wA3AMP%2F1wA3AMT%2FcQA3AMj%2FrgA3AMn%2FrgA3AMz%2FhQA3AM%2F%2FhQA4AA%2F%2F1wA4ABH%2F1wA4ACT%2F7AA4AIL%2F7AA4AIP%2F7AA4AIT%2F7AA4AIX%2F7AA4AIb%2F7AA4AIf%2F7AA4AMz%2F1wA4AM%2F%2F1wA5AA%2F%2FmgA5ABH%2FmgA5ACIAKQA5ACT%2FrgA5ACb%2F7AA5ACr%2F7AA5ADL%2F7AA5ADT%2F7AA5AET%2F1wA5AEb%2F1wA5AEf%2F1wA5AEj%2F1wA5AEr%2F7AA5AFD%2F7AA5AFH%2F7AA5AFL%2F1wA5AFP%2F7AA5AFT%2F1wA5AFX%2F7AA5AFb%2F7AA5AFj%2F7AA5AIL%2FrgA5AIP%2FrgA5AIT%2FrgA5AIX%2FrgA5AIb%2FrgA5AIf%2FrgA5AIn%2F7AA5AJT%2F7AA5AJX%2F7AA5AJb%2F7AA5AJf%2F7AA5AJj%2F7AA5AJr%2F7AA5AKL%2F1wA5AKP%2F1wA5AKT%2F1wA5AKX%2F1wA5AKb%2F1wA5AKf%2F1wA5AKj%2F1wA5AKn%2F1wA5AKr%2F1wA5AKv%2F1wA5AKz%2F1wA5AK3%2F1wA5ALT%2F1wA5ALX%2F1wA5ALb%2F1wA5ALf%2F1wA5ALj%2F1wA5ALr%2F1wA5ALv%2F7AA5ALz%2F7AA5AL3%2F7AA5AL7%2F7AA5AMP%2F7AA5AMT%2F1wA5AMz%2FmgA5AM%2F%2FmgA6AA%2F%2FmgA6ABH%2FmgA6ACIAKQA6ACT%2FrgA6ACb%2F7AA6ACr%2F7AA6ADL%2F7AA6ADT%2F7AA6AET%2F1wA6AEb%2F1wA6AEf%2F1wA6AEj%2F1wA6AEr%2F7AA6AFD%2F7AA6AFH%2F7AA6AFL%2F1wA6AFP%2F7AA6AFT%2F1wA6AFX%2F7AA6AFb%2F7AA6AFj%2F7AA6AIL%2FrgA6AIP%2FrgA6AIT%2FrgA6AIX%2FrgA6AIb%2FrgA6AIf%2FrgA6AIn%2F7AA6AJT%2F7AA6AJX%2F7AA6AJb%2F7AA6AJf%2F7AA6AJj%2F7AA6AJr%2F7AA6AKL%2F1wA6AKP%2F1wA6AKT%2F1wA6AKX%2F1wA6AKb%2F1wA6AKf%2F1wA6AKj%2F1wA6AKn%2F1wA6AKr%2F1wA6AKv%2F1wA6AKz%2F1wA6AK3%2F1wA6ALT%2F1wA6ALX%2F1wA6ALb%2F1wA6ALf%2F1wA6ALj%2F1wA6ALr%2F1wA6ALv%2F7AA6ALz%2F7AA6AL3%2F7AA6AL7%2F7AA6AMP%2F7AA6AMT%2F1wA6AMz%2FmgA6AM%2F%2FmgA7ACb%2F1wA7ACr%2F1wA7ADL%2F1wA7ADT%2F1wA7AIn%2F1wA7AJT%2F1wA7AJX%2F1wA7AJb%2F1wA7AJf%2F1wA7AJj%2F1wA7AJr%2F1wA7AMP%2F1wA8AA%2F%2FhQA8ABH%2FhQA8ACIAKQA8ACT%2FhQA8ACb%2F1wA8ACr%2F1wA8ADL%2F1wA8ADT%2F1wA8AET%2FmgA8AEb%2FmgA8AEf%2FmgA8AEj%2FmgA8AEr%2F1wA8AFD%2FwwA8AFH%2FwwA8AFL%2FmgA8AFP%2FwwA8AFT%2FmgA8AFX%2FwwA8AFb%2FrgA8AFj%2FwwA8AF3%2F1wA8AIL%2FhQA8AIP%2FhQA8AIT%2FhQA8AIX%2FhQA8AIb%2FhQA8AIf%2FhQA8AIn%2F1wA8AJT%2F1wA8AJX%2F1wA8AJb%2F1wA8AJf%2F1wA8AJj%2F1wA8AJr%2F1wA8AKL%2FmgA8AKP%2FmgA8AKT%2FmgA8AKX%2FmgA8AKb%2FmgA8AKf%2FmgA8AKj%2FmgA8AKn%2FmgA8AKr%2FmgA8AKv%2FmgA8AKz%2FmgA8AK3%2FmgA8ALT%2FmgA8ALX%2FmgA8ALb%2FmgA8ALf%2FmgA8ALj%2FmgA8ALr%2FmgA8ALv%2FwwA8ALz%2FwwA8AL3%2FwwA8AL7%2FwwA8AMP%2F1wA8AMT%2FmgA8AMz%2FhQA8AM%2F%2FhQA9ACb%2F7AA9ACr%2F7AA9ADL%2F7AA9ADT%2F7AA9AIn%2F7AA9AJT%2F7AA9AJX%2F7AA9AJb%2F7AA9AJf%2F7AA9AJj%2F7AA9AJr%2F7AA9AMP%2F7AA%2BAC0AuABEAAX%2F7ABEAAr%2F7ABEAMv%2F7ABEAM7%2F7ABFAAX%2F7ABFAAr%2F7ABFAFn%2F1wBFAFr%2F1wBFAFv%2F1wBFAFz%2F1wBFAF3%2F7ABFAL%2F%2F1wBFAMv%2F7ABFAM7%2F7ABGAAUAKQBGAAoAKQBGAMsAKQBGAM4AKQBIAAX%2F7ABIAAr%2F7ABIAFn%2F1wBIAFr%2F1wBIAFv%2F1wBIAFz%2F1wBIAF3%2F7ABIAL%2F%2F1wBIAMv%2F7ABIAM7%2F7ABJAAUAewBJAAoAewBJAMsAewBJAM4AewBLAAX%2F7ABLAAr%2F7ABLAMv%2F7ABLAM7%2F7ABOAEb%2F1wBOAEf%2F1wBOAEj%2F1wBOAFL%2F1wBOAFT%2F1wBOAKL%2F1wBOAKn%2F1wBOAKr%2F1wBOAKv%2F1wBOAKz%2F1wBOAK3%2F1wBOALT%2F1wBOALX%2F1wBOALb%2F1wBOALf%2F1wBOALj%2F1wBOALr%2F1wBOAMT%2F1wBQAAX%2F7ABQAAr%2F7ABQAMv%2F7ABQAM7%2F7ABRAAX%2F7ABRAAr%2F7ABRAMv%2F7ABRAM7%2F7ABSAAX%2F7ABSAAr%2F7ABSAFn%2F1wBSAFr%2F1wBSAFv%2F1wBSAFz%2F1wBSAF3%2F7ABSAL%2F%2F1wBSAMv%2F7ABSAM7%2F7ABTAAX%2F7ABTAAr%2F7ABTAFn%2F1wBTAFr%2F1wBTAFv%2F1wBTAFz%2F1wBTAF3%2F7ABTAL%2F%2F1wBTAMv%2F7ABTAM7%2F7ABVAAUAUgBVAAoAUgBVAET%2F1wBVAEb%2F1wBVAEf%2F1wBVAEj%2F1wBVAEr%2F7ABVAFL%2F1wBVAFT%2F1wBVAKL%2F1wBVAKP%2F1wBVAKT%2F1wBVAKX%2F1wBVAKb%2F1wBVAKf%2F1wBVAKj%2F1wBVAKn%2F1wBVAKr%2F1wBVAKv%2F1wBVAKz%2F1wBVAK3%2F1wBVALT%2F1wBVALX%2F1wBVALb%2F1wBVALf%2F1wBVALj%2F1wBVALr%2F1wBVAMT%2F1wBVAMsAUgBVAM4AUgBXAAUAKQBXAAoAKQBXAMsAKQBXAM4AKQBZAAUAUgBZAAoAUgBZAA%2F%2FrgBZABH%2FrgBZACIAKQBZAMsAUgBZAMz%2FrgBZAM4AUgBZAM%2F%2FrgBaAAUAUgBaAAoAUgBaAA%2F%2FrgBaABH%2FrgBaACIAKQBaAMsAUgBaAMz%2FrgBaAM4AUgBaAM%2F%2FrgBbAEb%2F1wBbAEf%2F1wBbAEj%2F1wBbAFL%2F1wBbAFT%2F1wBbAKL%2F1wBbAKn%2F1wBbAKr%2F1wBbAKv%2F1wBbAKz%2F1wBbAK3%2F1wBbALT%2F1wBbALX%2F1wBbALb%2F1wBbALf%2F1wBbALj%2F1wBbALr%2F1wBbAMT%2F1wBcAAUAUgBcAAoAUgBcAA%2F%2FrgBcABH%2FrgBcACIAKQBcAMsAUgBcAMz%2FrgBcAM4AUgBcAM%2F%2FrgBeAC0AuACCAAX%2FcQCCAAr%2FcQCCACb%2F1wCCACr%2F1wCCAC0BCgCCADL%2F1wCCADT%2F1wCCADf%2FcQCCADn%2FrgCCADr%2FrgCCADz%2FhQCCAIn%2F1wCCAJT%2F1wCCAJX%2F1wCCAJb%2F1wCCAJf%2F1wCCAJj%2F1wCCAJr%2F1wCCAJ%2F%2FhQCCAMP%2F1wCCAMv%2FcQCCAM7%2FcQCDAAX%2FcQCDAAr%2FcQCDACb%2F1wCDACr%2F1wCDAC0BCgCDADL%2F1wCDADT%2F1wCDADf%2FcQCDADn%2FrgCDADr%2FrgCDADz%2FhQCDAIn%2F1wCDAJT%2F1wCDAJX%2F1wCDAJb%2F1wCDAJf%2F1wCDAJj%2F1wCDAJr%2F1wCDAJ%2F%2FhQCDAMP%2F1wCDAMv%2FcQCDAM7%2FcQCEAAX%2FcQCEAAr%2FcQCEACb%2F1wCEACr%2F1wCEAC0BCgCEADL%2F1wCEADT%2F1wCEADf%2FcQCEADn%2FrgCEADr%2FrgCEADz%2FhQCEAIn%2F1wCEAJT%2F1wCEAJX%2F1wCEAJb%2F1wCEAJf%2F1wCEAJj%2F1wCEAJr%2F1wCEAJ%2F%2FhQCEAMP%2F1wCEAMv%2FcQCEAM7%2FcQCFAAX%2FcQCFAAr%2FcQCFACb%2F1wCFACr%2F1wCFAC0BCgCFADL%2F1wCFADT%2F1wCFADf%2FcQCFADn%2FrgCFADr%2FrgCFADz%2FhQCFAIn%2F1wCFAJT%2F1wCFAJX%2F1wCFAJb%2F1wCFAJf%2F1wCFAJj%2F1wCFAJr%2F1wCFAJ%2F%2FhQCFAMP%2F1wCFAMv%2FcQCFAM7%2FcQCGAAX%2FcQCGAAr%2FcQCGACb%2F1wCGACr%2F1wCGAC0BCgCGADL%2F1wCGADT%2F1wCGADf%2FcQCGADn%2FrgCGADr%2FrgCGADz%2FhQCGAIn%2F1wCGAJT%2F1wCGAJX%2F1wCGAJb%2F1wCGAJf%2F1wCGAJj%2F1wCGAJr%2F1wCGAJ%2F%2FhQCGAMP%2F1wCGAMv%2FcQCGAM7%2FcQCHAAX%2FcQCHAAr%2FcQCHACb%2F1wCHACr%2F1wCHAC0BCgCHADL%2F1wCHADT%2F1wCHADf%2FcQCHADn%2FrgCHADr%2FrgCHADz%2FhQCHAIn%2F1wCHAJT%2F1wCHAJX%2F1wCHAJb%2F1wCHAJf%2F1wCHAJj%2F1wCHAJr%2F1wCHAJ%2F%2FhQCHAMP%2F1wCHAMv%2FcQCHAM7%2FcQCIAC0AewCJACb%2F1wCJACr%2F1wCJADL%2F1wCJADT%2F1wCJAIn%2F1wCJAJT%2F1wCJAJX%2F1wCJAJb%2F1wCJAJf%2F1wCJAJj%2F1wCJAJr%2F1wCJAMP%2F1wCKAC0AewCLAC0AewCMAC0AewCNAC0AewCSAA%2F%2FrgCSABH%2FrgCSACT%2F1wCSADf%2FwwCSADn%2F7ACSADr%2F7ACSADv%2F1wCSADz%2F7ACSAD3%2F7ACSAIL%2F1wCSAIP%2F1wCSAIT%2F1wCSAIX%2F1wCSAIb%2F1wCSAIf%2F1wCSAJ%2F%2F7ACSAMz%2FrgCSAM%2F%2FrgCUAA%2F%2FrgCUABH%2FrgCUACT%2F1wCUADf%2FwwCUADn%2F7ACUADr%2F7ACUADv%2F1wCUADz%2F7ACUAD3%2F7ACUAIL%2F1wCUAIP%2F1wCUAIT%2F1wCUAIX%2F1wCUAIb%2F1wCUAIf%2F1wCUAJ%2F%2F7ACUAMz%2FrgCUAM%2F%2FrgCVAA%2F%2FrgCVABH%2FrgCVACT%2F1wCVADf%2FwwCVADn%2F7ACVADr%2F7ACVADv%2F1wCVADz%2F7ACVAD3%2F7ACVAIL%2F1wCVAIP%2F1wCVAIT%2F1wCVAIX%2F1wCVAIb%2F1wCVAIf%2F1wCVAJ%2F%2F7ACVAMz%2FrgCVAM%2F%2FrgCWAA%2F%2FrgCWABH%2FrgCWACT%2F1wCWADf%2FwwCWADn%2F7ACWADr%2F7ACWADv%2F1wCWADz%2F7ACWAD3%2F7ACWAIL%2F1wCWAIP%2F1wCWAIT%2F1wCWAIX%2F1wCWAIb%2F1wCWAIf%2F1wCWAJ%2F%2F7ACWAMz%2FrgCWAM%2F%2FrgCXAA%2F%2FrgCXABH%2FrgCXACT%2F1wCXADf%2FwwCXADn%2F7ACXADr%2F7ACXADv%2F1wCXADz%2F7ACXAD3%2F7ACXAIL%2F1wCXAIP%2F1wCXAIT%2F1wCXAIX%2F1wCXAIb%2F1wCXAIf%2F1wCXAJ%2F%2F7ACXAMz%2FrgCXAM%2F%2FrgCYAA%2F%2FrgCYABH%2FrgCYACT%2F1wCYADf%2FwwCYADn%2F7ACYADr%2F7ACYADv%2F1wCYADz%2F7ACYAD3%2F7ACYAIL%2F1wCYAIP%2F1wCYAIT%2F1wCYAIX%2F1wCYAIb%2F1wCYAIf%2F1wCYAJ%2F%2F7ACYAMz%2FrgCYAM%2F%2FrgCaAA%2F%2FrgCaABH%2FrgCaACT%2F1wCaADf%2FwwCaADn%2F7ACaADr%2F7ACaADv%2F1wCaADz%2F7ACaAD3%2F7ACaAIL%2F1wCaAIP%2F1wCaAIT%2F1wCaAIX%2F1wCaAIb%2F1wCaAIf%2F1wCaAJ%2F%2F7ACaAMz%2FrgCaAM%2F%2FrgCbAA%2F%2F1wCbABH%2F1wCbACT%2F7ACbAIL%2F7ACbAIP%2F7ACbAIT%2F7ACbAIX%2F7ACbAIb%2F7ACbAIf%2F7ACbAMz%2F1wCbAM%2F%2F1wCcAA%2F%2F1wCcABH%2F1wCcACT%2F7ACcAIL%2F7ACcAIP%2F7ACcAIT%2F7ACcAIX%2F7ACcAIb%2F7ACcAIf%2F7ACcAMz%2F1wCcAM%2F%2F1wCdAA%2F%2F1wCdABH%2F1wCdACT%2F7ACdAIL%2F7ACdAIP%2F7ACdAIT%2F7ACdAIX%2F7ACdAIb%2F7ACdAIf%2F7ACdAMz%2F1wCdAM%2F%2F1wCeAA%2F%2F1wCeABH%2F1wCeACT%2F7ACeAIL%2F7ACeAIP%2F7ACeAIT%2F7ACeAIX%2F7ACeAIb%2F7ACeAIf%2F7ACeAMz%2F1wCeAM%2F%2F1wCfAA%2F%2FhQCfABH%2FhQCfACIAKQCfACT%2FhQCfACb%2F1wCfACr%2F1wCfADL%2F1wCfADT%2F1wCfAET%2FmgCfAEb%2FmgCfAEf%2FmgCfAEj%2FmgCfAEr%2F1wCfAFD%2FwwCfAFH%2FwwCfAFL%2FmgCfAFP%2FwwCfAFT%2FmgCfAFX%2FwwCfAFb%2FrgCfAFj%2FwwCfAF3%2F1wCfAIL%2FhQCfAIP%2FhQCfAIT%2FhQCfAIX%2FhQCfAIb%2FhQCfAIf%2FhQCfAIn%2F1wCfAJT%2F1wCfAJX%2F1wCfAJb%2F1wCfAJf%2F1wCfAJj%2F1wCfAJr%2F1wCfAKL%2FmgCfAKP%2FmgCfAKT%2FmgCfAKX%2FmgCfAKb%2FmgCfAKf%2FmgCfAKj%2FmgCfAKn%2FmgCfAKr%2FmgCfAKv%2FmgCfAKz%2FmgCfAK3%2FmgCfALT%2FmgCfALX%2FmgCfALb%2FmgCfALf%2FmgCfALj%2FmgCfALr%2FmgCfALv%2FwwCfALz%2FwwCfAL3%2FwwCfAL7%2FwwCfAMP%2F1wCfAMT%2FmgCfAMz%2FhQCfAM%2F%2FhQCgAA%2F%2B9gCgABH%2B9gCgACT%2FmgCgADv%2F1wCgAD3%2F7ACgAIL%2FmgCgAIP%2FmgCgAIT%2FmgCgAIX%2FmgCgAIb%2FmgCgAIf%2FmgCgAMz%2B9gCgAM%2F%2B9gCiAAX%2F7ACiAAr%2F7ACiAMv%2F7ACiAM7%2F7ACjAAX%2F7ACjAAr%2F7ACjAMv%2F7ACjAM7%2F7ACkAAX%2F7ACkAAr%2F7ACkAMv%2F7ACkAM7%2F7AClAAX%2F7AClAAr%2F7AClAMv%2F7AClAM7%2F7ACmAAX%2F7ACmAAr%2F7ACmAMv%2F7ACmAM7%2F7ACnAAX%2F7ACnAAr%2F7ACnAMv%2F7ACnAM7%2F7ACqAAX%2F7ACqAAr%2F7ACqAFn%2F1wCqAFr%2F1wCqAFv%2F1wCqAFz%2F1wCqAF3%2F7ACqAL%2F%2F1wCqAMv%2F7ACqAM7%2F7ACrAAX%2F7ACrAAr%2F7ACrAFn%2F1wCrAFr%2F1wCrAFv%2F1wCrAFz%2F1wCrAF3%2F7ACrAL%2F%2F1wCrAMv%2F7ACrAM7%2F7ACsAAX%2F7ACsAAr%2F7ACsAFn%2F1wCsAFr%2F1wCsAFv%2F1wCsAFz%2F1wCsAF3%2F7ACsAL%2F%2F1wCsAMv%2F7ACsAM7%2F7ACtAAX%2F7ACtAAr%2F7ACtAFn%2F1wCtAFr%2F1wCtAFv%2F1wCtAFz%2F1wCtAF3%2F7ACtAL%2F%2F1wCtAMv%2F7ACtAM7%2F7ACyAAX%2F7ACyAAr%2F7ACyAFn%2F1wCyAFr%2F1wCyAFv%2F1wCyAFz%2F1wCyAF3%2F7ACyAL%2F%2F1wCyAMv%2F7ACyAM7%2F7AC0AAX%2F7AC0AAr%2F7AC0AFn%2F1wC0AFr%2F1wC0AFv%2F1wC0AFz%2F1wC0AF3%2F7AC0AL%2F%2F1wC0AMv%2F7AC0AM7%2F7AC1AAX%2F7AC1AAr%2F7AC1AFn%2F1wC1AFr%2F1wC1AFv%2F1wC1AFz%2F1wC1AF3%2F7AC1AL%2F%2F1wC1AMv%2F7AC1AM7%2F7AC2AAX%2F7AC2AAr%2F7AC2AFn%2F1wC2AFr%2F1wC2AFv%2F1wC2AFz%2F1wC2AF3%2F7AC2AL%2F%2F1wC2AMv%2F7AC2AM7%2F7AC4AAX%2F1wC4AAr%2F1wC4AMv%2F1wC4AM7%2F1wC6AAX%2F7AC6AAr%2F7AC6AFn%2F1wC6AFr%2F1wC6AFv%2F1wC6AFz%2F1wC6AF3%2F7AC6AL%2F%2F1wC6AMv%2F7AC6AM7%2F7AC%2FAAUAUgC%2FAAoAUgC%2FAA%2F%2FrgC%2FABH%2FrgC%2FACIAKQC%2FAMsAUgC%2FAMz%2FrgC%2FAM4AUgC%2FAM%2F%2FrgDAAAX%2F7ADAAAr%2F7ADAAFn%2F1wDAAFr%2F1wDAAFv%2F1wDAAFz%2F1wDAAF3%2F7ADAAL%2F%2F1wDAAMv%2F7ADAAM7%2F7ADBAAUAUgDBAAoAUgDBAA%2F%2FrgDBABH%2FrgDBACIAKQDBAMsAUgDBAMz%2FrgDBAM4AUgDBAM%2F%2FrgDDAC0AewDIADf%2FrgDJADf%2FrgDKACT%2FcQDKADcAKQDKADkAKQDKADoAKQDKADwAFADKAET%2FrgDKAEb%2FhQDKAEf%2FhQDKAEj%2FhQDKAEr%2FwwDKAFD%2FwwDKAFH%2FwwDKAFL%2FhQDKAFP%2FwwDKAFT%2FhQDKAFX%2FwwDKAFb%2FwwDKAFj%2FwwDKAIL%2FcQDKAIP%2FcQDKAIT%2FcQDKAIX%2FcQDKAIb%2FcQDKAIf%2FcQDKAJ8AFADKAKL%2FhQDKAKP%2FrgDKAKT%2FrgDKAKX%2FrgDKAKb%2FrgDKAKf%2FrgDKAKj%2FrgDKAKn%2FhQDKAKr%2FhQDKAKv%2FhQDKAKz%2FhQDKAK3%2FhQDKALT%2FhQDKALX%2FhQDKALb%2FhQDKALf%2FhQDKALj%2FhQDKALr%2FhQDKALv%2FwwDKALz%2FwwDKAL3%2FwwDKAL7%2FwwDKAMT%2FhQDLACT%2FcQDLADcAKQDLADkAKQDLADoAKQDLADwAFADLAET%2FrgDLAEb%2FhQDLAEf%2FhQDLAEj%2FhQDLAEr%2FwwDLAFD%2FwwDLAFH%2FwwDLAFL%2FhQDLAFP%2FwwDLAFT%2FhQDLAFX%2FwwDLAFb%2FwwDLAFj%2FwwDLAIL%2FcQDLAIP%2FcQDLAIT%2FcQDLAIX%2FcQDLAIb%2FcQDLAIf%2FcQDLAJ8AFADLAKL%2FhQDLAKP%2FrgDLAKT%2FrgDLAKX%2FrgDLAKb%2FrgDLAKf%2FrgDLAKj%2FrgDLAKn%2FhQDLAKr%2FhQDLAKv%2FhQDLAKz%2FhQDLAK3%2FhQDLALT%2FhQDLALX%2FhQDLALb%2FhQDLALf%2FhQDLALj%2FhQDLALr%2FhQDLALv%2FwwDLALz%2FwwDLAL3%2FwwDLAL7%2FwwDLAMT%2FhQDMACb%2FmgDMACr%2FmgDMADL%2FmgDMADT%2FmgDMADf%2FcQDMADj%2F1wDMADn%2FhQDMADr%2FhQDMADz%2FhQDMAIn%2FmgDMAJT%2FmgDMAJX%2FmgDMAJb%2FmgDMAJf%2FmgDMAJj%2FmgDMAJr%2FmgDMAJv%2F1wDMAJz%2F1wDMAJ3%2F1wDMAJ7%2F1wDMAJ%2F%2FhQDMAMP%2FmgDNACT%2FcQDNADcAKQDNADkAKQDNADoAKQDNADwAFADNAET%2FrgDNAEb%2FhQDNAEf%2FhQDNAEj%2FhQDNAEr%2FwwDNAFD%2FwwDNAFH%2FwwDNAFL%2FhQDNAFP%2FwwDNAFT%2FhQDNAFX%2FwwDNAFb%2FwwDNAFj%2FwwDNAIL%2FcQDNAIP%2FcQDNAIT%2FcQDNAIX%2FcQDNAIb%2FcQDNAIf%2FcQDNAJ8AFADNAKL%2FhQDNAKP%2FrgDNAKT%2FrgDNAKX%2FrgDNAKb%2FrgDNAKf%2FrgDNAKj%2FrgDNAKn%2FhQDNAKr%2FhQDNAKv%2FhQDNAKz%2FhQDNAK3%2FhQDNALT%2FhQDNALX%2FhQDNALb%2FhQDNALf%2FhQDNALj%2FhQDNALr%2FhQDNALv%2FwwDNALz%2FwwDNAL3%2FwwDNAL7%2FwwDNAMT%2FhQDPACb%2FmgDPACr%2FmgDPADL%2FmgDPADT%2FmgDPADf%2FcQDPADj%2F1wDPADn%2FhQDPADr%2FhQDPADz%2FhQDPAIn%2FmgDPAJT%2FmgDPAJX%2FmgDPAJb%2FmgDPAJf%2FmgDPAJj%2FmgDPAJr%2FmgDPAJv%2F1wDPAJz%2F1wDPAJ3%2F1wDPAJ7%2F1wDPAJ%2F%2FhQDPAMP%2FmgAAAB4BbgABAAAAAAAAADQAagABAAAAAAABABIAxQABAAAAAAACAAcA6AABAAAAAAADACcBQAABAAAAAAAEABIBjgABAAAAAAAFAAwBuwABAAAAAAAGABEB7AABAAAAAAAHAFICpAABAAAAAAAIABQDIQABAAAAAAALABwDcAABAAAAAAAMAC4D6wABAAAAAAANAC4EeAABAAAAAAAOACoE%2FQABAAAAAAAQAAkFPAABAAAAAAARAAgFWAADAAEECQAAAGgAAAADAAEECQABACQAnwADAAEECQACAA4A2AADAAEECQADAE4A8AADAAEECQAEACQBaAADAAEECQAFABgBoQADAAEECQAGACIByAADAAEECQAHAKQB%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%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAIACAAK%2F%2F8ADwAAAAEAAAAAyYlvMQAAAADJTOp9AAAAAMnt2GI%3D%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Open%20Sans%27%3B%0Afont%2Dstyle%3A%20italic%3B%0Afont%2Dweight%3A%20400%3B%0Asrc%3A%20url%28data%3Aapplication%2Ffont%2Dsfnt%3Bbase64%2CAAEAAAAQAQAABAAARkZUTVzakEwAAIZUAAAAHE9TLzKhTLaOAAABiAAAAGBjbWFwjOjcmQAABUAAAAGyY3Z0IA7AFxkAAA%2B0AAAAoGZwZ21%2BYbYRAAAG9AAAB7RnYXNwABUAIwAAhkQAAAAQZ2x5Zr%2FLVRcAABIEAABJAGhlYWT4qxTOAAABDAAAADZoaGVhDj8E%2FgAAAUQAAAAkaG10eGTdQjIAAAHoAAADWGtlcm4Mlg8JAABbBAAAIwRsb2NhW7BKSgAAEFQAAAGubWF4cAJdAPoAAAFoAAAAIG5hbWVqCPoKAAB%2BCAAABkVwb3N0gmzp1QAAhFAAAAHycHJlcFSBlpMAAA6oAAABCQABAAAAARmacz8BIV8PPPUAHwgAAAAAAMnt2FoAAAAAye3YWv4Z%2FhAHgQdzAAIACAACAAAAAAAAAAEAAAiN%2FagAAAgA%2Fhn%2BHAeBAGQAFQAAAAAAAAAAAAAAAADWAAEAAADWAEQABQA5AAQAAgAQAC8AXAAAAQ4ASwADAAEAAwQPAZAABQAIBZoFMwAAAR8FmgUzAAAD0QBmAgAAAAILBgYDBQQCAgTgAALvQAAgWwAAACgAAAAAMUFTQwABACAgrAYf%2FhQAhAiNAlggAAGfAAAAAARIBbYAAAAgAAEIAAAAAAAAAAQUAAACFAAAAhIAKwMXAOEFKwA%2FBGgASAZYAKgFXABCAbwA4QJIAFICSP9gBGoA1wRoAH8B7P%2BcAn8ANwIGACsCzf%2BiBGgAeQRoAS8EaAAMBGgALwRoABAEaABQBGgAhQRoAK4EaABgBGgAYgIGACsCBv%2BcBGgAeQRoAH8EaAB5A2oAngbHAG8Ecf%2BLBMkAVgSuAJYFVABWBBcAVgPHAFYFagCWBW0AVgIvAFYCI%2F7BBHUAVgPLAFYGsgBUBZ4AVAXDAJYEhwBWBcMAlgSNAFYEBAAnA%2FwAugVoAKQEYgC8BtEA3wQn%2F5gEBgC8BD%2F%2F8AJK%2F%2FACzQDdAkr%2FagQjADUDJ%2F9EBG8CPwSFAGIEngA7A5oAYgSeAGID8gBiAoH%2FGwQC%2F4EEngA7AggAOwII%2Fv4D5wA5AggAOQb6ADsEngA7BH0AYgSe%2F9UEngBiAysAOwNtAAgCmABaBJ4AcQOyAGIFvAB1A9P%2FtgOy%2FzsDjf%2FjAssAGwRoAh0Cy%2F%2B2BGgAcwIUAAACEv%2FyBGgA4QRo%2F%2BkEaACoBGgAfwRoAh0D4wA7BG8ByQaoAIsCrgCqA74AWARoAH8CfwA3BqgAiwMOAOMDbQDXBGgAfwLNAGACzQB3BG8CFASq%2F9UFPQDHAgYAqgGk%2F1YCzQECArAAqAO%2BABcF7gB7Be4AQgYdAFcDav%2F8BHH%2FiwRx%2F4sEcf%2BLBHH%2FiwRx%2F4sEcf%2BLBon%2FiQSuAJYEFwBWBBcAVgQXAFYEFwBWAi8AVgIvAFYCLwBWAi8AVgVUAEgFngBUBcMAlgXDAJYFwwCWBcMAlgXDAJYEaACoBcMAdwVoAKQFaACkBWgApAVoAKQEBgC8BIcAVgSe%2FwAEhQBiBIUAYgSFAGIEhQBiBIUAYgSFAGIGhQBiA5oAYgPyAGID8gBiA%2FIAYgPyAGICCAA7AggAOwIIADsCCAA7BI0AWgSeADsEfQBiBH0AYgR9AGIEfQBiBH0AYgRoAH8EfQA9BJ4AcQSeAHEEngBxBJ4AcQOy%2FzsEnv%2FVA7L%2FOwIIADsG1wCWBukAYgRvAY8EngInBG8BUAPXADcHrgA3AVwAewFcAH0B7P%2BcAs8AewLPAH0DWv%2BcAwYAxwJEAFgCRAAXAQz%2BGQLNAFwEaAA%2FAAAAAwAAAAMAAAAcAAEAAAAAAKwAAwABAAAAHAAEAJAAAAAgACAABAAAAH4A%2FwExAVMCxgLaAtwgFCAaIB4gIiA6IEQgdCCs%2F%2F8AAAAgAKABMQFSAsYC2gLcIBMgGCAcICIgOSBEIHQgrP%2F%2F%2F%2BP%2Fwv%2BR%2F3H9%2F%2F3s%2FevgteCy4LHgruCY4I%2FgYOApAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQYAAAEAAAAAAAAAAQIAAAACAAAAAAAAAAAAAAAAAAAAAQAAAwQFBgcICQoLDA0ODxAREhMUFRYXGBkaGxwdHh8gISIjJCUmJygpKissLS4vMDEyMzQ1Njc4OTo7PD0%2BP0BBQkNERUZHSElKS0xNTk9QUVJTVFVWV1hZWltcXV5fYGEAhoeJi5OYnqOipKalp6mrqqytr66wsbO1tLa4t7y7vb4AcmRladB4oXBrAHZqAIiaAHMAAGd3AAAAAABsfACouoFjbgAAAABtfQBigoWXw8TIyc3Oysu5AMEA09XR0gAAAHnMzwCEjIONio%2BQkY6VlgCUnJ2bwsXHcQAAxnoAAAAAAEBHW1pZWFVUU1JRUE9OTUxLSklIR0ZFRENCQUA%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%2F4BiIyAQI4qxDAyKcEVgILAAUFiwAWG4%2F7qLG7BGjFmwEGBoATpZLSwgRbADJUZSS7ATUVtYsAIlRiBoYbADJbADJT8jITgbIRFZLSwgRbADJUZQWLACJUYgaGGwAyWwAyU%2FIyE4GyERWS0sALAHQ7AGQwstLCEhDGQjZIu4QABiLSwhsIBRWAxkI2SLuCAAYhuyAEAvK1mwAmAtLCGwwFFYDGQjZIu4FVViG7IAgC8rWbACYC0sDGQjZIu4QABiYCMhLSxLU1iKsAQlSWQjRWmwQIthsIBisCBharAOI0QjELAO9hshI4oSESA5L1ktLEtTWCCwAyVJZGkgsAUmsAYlSWQjYbCAYrAgYWqwDiNEsAQmELAO9ooQsA4jRLAO9rAOI0SwDu0birAEJhESIDkjIDkvL1ktLEUjRWAjRWAjRWAjdmgYsIBiIC0ssEgrLSwgRbAAVFiwQEQgRbBAYUQbISFZLSxFsTAvRSNFYWCwAWBpRC0sS1FYsC8jcLAUI0IbISFZLSxLUVggsAMlRWlTWEQbISFZGyEhWS0sRbAUQ7AAYGOwAWBpRC0ssC9FRC0sRSMgRYpgRC0sRSNFYEQtLEsjUVi5ADP%2F4LE0IBuzMwA0AFlERC0ssBZDWLADJkWKWGRmsB9gG2SwIGBmIFgbIbBAWbABYVkjWGVZsCkjRCMQsCngGyEhISEhWS0ssAJDVFhLUyNLUVpYOBshIVkbISEhIVktLLAWQ1iwBCVFZLAgYGYgWBshsEBZsAFhI1gbZVmwKSNEsAUlsAglCCBYAhsDWbAEJRCwBSUgRrAEJSNCPLAEJbAHJQiwByUQsAYlIEawBCWwAWAjQjwgWAEbAFmwBCUQsAUlsCngsCkgRWVEsAclELAGJbAp4LAFJbAIJQggWAIbA1mwBSWwAyVDSLAEJbAHJQiwBiWwAyWwAWBDSBshWSEhISEhISEtLAKwBCUgIEawBCUjQrAFJQiwAyVFSCEhISEtLAKwAyUgsAQlCLACJUNIISEhLSxFIyBFGCCwAFAgWCNlI1kjaCCwQFBYIbBAWSNYZVmKYEQtLEtTI0tRWlggRYpgRBshIVktLEtUWCBFimBEGyEhWS0sS1MjS1FaWDgbISFZLSywACFLVFg4GyEhWS0ssAJDVFiwRisbISEhIVktLLACQ1RYsEcrGyEhIVktLLACQ1RYsEgrGyEhISFZLSywAkNUWLBJKxshISFZLSwgiggjS1OKS1FaWCM4GyEhWS0sALACJUmwAFNYILBAOBEbIVktLAFGI0ZgI0ZhIyAQIEaKYbj%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%2BALACIz6xAQIGDLAKI2VCsAsjQgGwASM%2FALACIz%2BxAQIGDLAGI2VCsAcjQrABFgEtLLCAsAJDULABsAJDVFtYISMQsCAayRuKEO1ZLSywWSstLIoQ5S1AmQkhSCBVIAEeVR9IA1UfHgEPHj8erx4DTUsmH0xLMx9LRiUfJjQQVSUzJFUZE%2F8fBwT%2FHwYD%2Fx9KSTMfSUYlHxMzElUFAQNVBDMDVR8DAQ8DPwOvAwNHRhkf60YBIyIzHxwzG1UWMxVVEQEPVRAzD1UPD08PAh8Pzw8CDw%2F%2FDwIGAgEAVQEzAFVvAH8ArwDvAAQQAAGAFgEFAbgBkLFUUysrS7gH%2F1JLsAlQW7ABiLAlU7ABiLBAUVqwBoiwAFVaW1ixAQGOWYWNjQBCHUuwMlNYsCAdWUuwZFNYsBAdsRYAQllzcysrXnN0dSsrKysrdCtzdCsrKysrKysrKysrKytzdCsrKxheAAAABhQAFwBOBbYAFwB1BbYFzQAAAAAAAAAAAAAAAAAABEgAFACRAAD%2F7AAAAAD%2F7AAAAAD%2F7AAA%2FhT%2F7AAABbYAF%2FyU%2F%2Bv%2Bhf5e%2Fqj%2F6wAW%2FrwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAiwCBAN0AmACPAI4AmQCIAIEBDwAAAAAAAAAAAAAALgBMAKQBDAF6AeYB%2BgIcAjwCZgKGApwCrgLKAuADHAM%2BA3oDzAQIBE4EpgTEBSgFfgWuBdoF%2FAYaBj4GjgcKBzoHiAfAB%2FYIJAhKCJIIugjOCPIJHAk2CW4JmgnaCg4KWgqYCuQLBAs2C1oLmgvCC%2BIMCgwmDDoMVgxyDIQMnAzmDTINZg2yDfwORg7ODw4PMA9mD5YPqBAAEDoQdhDCERARQBGIEcgSABIiEmYSjhLGEu4TOBNKE5QTxhPGE%2FAUNhSAFNAVGhU6FaQVzhY%2BFnwWshbIFtAXQBdSF4AXsBfiGCIYPBh6GKQYrhjSGPIZIBlUGWoZgBmWGeQZ9hoIGhoaLBpAGloapBqwGsIa1BrmGvobDBseGzAbRBuQG6IbtBvGG9gb6hv%2BHCochhyYHKocvBzQHOIdHh2QHaIdtB3GHdgd6h38HoAejB6eHrAewh7UHuYe%2BB8KHx4fgh%2BUH6YfuB%2FKH9wf7iAgIH4gkCCiILQgxiDYISghOiFMIaQiGCI8Im4inCKuIsAi2CLyIwgjLiNWI3ojlCOyI9Ij6CQcJIAAAAACACv%2F4wIrBbYABAAQABhACwICDgQDDghPWQ4WAD8rABg%2FEjkvMTAJASMSEwE0NjMyFhUUBiMiJgIr%2Fu5tMX%2F%2Bz09ELThOQjE3Bbb73QEzAvD6mExYNzZEXjgAAAIA4QOmA0IFtgADAAcADbQGAgcDAwA%2FM80yMTABAyMTIQMjEwHlmWtIAhmaa0gFtv3wAhD98AIQAAAAAAIAPwAABTsFtgAbAB8AM0AYAB8QEBkVERETBAgMDAEcDQ0KFxMDBgoSAD8zPzMSOS8zMzMRMzMROS8zMzMRMzMxMAEDIQchAyMTIQMjEyE3IRMhNyETMwMhEzMDIQcBIRMhBAxiAR0N%2Fst9i4H%2B0X%2BFef77DQEcZf7rDQEte4t9ATF%2FhX0BCAz8xQEvYP7RA4P%2BrIH%2BUgGu%2FlIBroEBVH8BtP5MAbT%2BTH%2F%2BrAFUAAAAAwBI%2F4kELwYQAB4AJQAsADpAHx8MAykiLBwNJQYGEwYMS1kbJhMmS1kWEwYTBhMVBRUALy8SOTkvLxEzKxEAMysREgAXOTIRMzEwARQGDwEjNyYnNR4BMxMuATU0Nj8BMwcWFwcmJwMeAQE%2BATU0JicDDgEVFBYXA67hxTGFMcN4UrtJYot92L8nhSeffD95f16Vf%2F53a35CUQhsdkVJAeyiyhbh3w46miktAcQxlXKfwBGwsgxAhz8J%2Fkg3jP6iDXxcNlQgAkoLdGI1WRoAAAUAqP%2FsBfwFywADAA8AHgArADoAJUASBBwcAyUxMQIDBgIYHzgHChUZAD8zPzM%2FPxI5LzMROS8zMTAJASMBAyIOARUUMzI2EjU0FxQCDgEjIiY1NBI2MzIWASIOARUUMzI%2BAjU0FxQCDgEjIiY1NBI2MzIWBbz7w5gEPiFDaT9qQWhFiz9ljVZuemWscnR4%2FCNCakBrNFQ%2FJoxAZYxXbXplrHJ0eAW2%2BkoFtv1Ogfh0rYIBC2eml2v%2B%2FrFjlZGmATGYjwJcfvl3rE%2BVyUemmGz%2B%2FbBilpGmATGYkAADAEL%2F7AUfBc0ACwAWADUAMEAbKioaBRAnBA8oMC0EHy8SHwBKWR8EMwxKWTMTAD8rABg%2FKwAYPxIXORc5OS8xMAEiBhUUFz4CNTQmATI2NwEOAhUUFiU0NjcmNTQ2MzIWFRQOAgcBNjczBgcTIycOASMiJgLhaXRSi2g%2BVf6lV6Jy%2Fs6AcDuF%2Fti01WfUr5WvQW6RUQEWf0ioZbbLyXV43ImoygVEeG54c0dOXDpNWfszQlsBsUNidUlqgd%2BU22alkKTJnoVOdmJSKv57brnssP7ypmRWwAABAOEDpgHlBbYAAwAJsgIDAwA%2FzTEwAQMjEwHlmWtIBbb98AIQAAAAAQBS%2FrwC5wW2AAsACrMDAwonAD8%2FMTATEBIBMwoBERATIwJS8AEInfb7coOTARABUwJAARP%2B8v2o%2FsL%2Brf79AQoAAAAB%2F2D%2BvAH0BbYACgAKswgDBCcAPz8xMAEQAgEjABEQAzMSAfTz%2FvucAfBxg5IDYP6r%2Fb%2F%2B8gInAn0BVQEB%2FvMAAQDXAmoEgQYbAA4AC7MGBg4AAD8zLzEwAQMlByUTBwMBJwElNwUTA1Z7AaYI%2Fne0pnH%2B%2FnQBNf6LNwFzKQX4%2FoESnS%2F%2BgTQBlv6oeQEcbZq5AZAAAQB%2FAQgEFwSgAAsADrQJAQEGAgAvMzMRMzEwASE1IREzESEVIREjAgT%2BewGFjQGG%2FnqNAouOAYf%2BeY7%2BfQAAAAH%2FnP74ASsA7gAGAAixBAAAL80xMCUXBgcjEjcBIwhxnYF%2BTu4X6%2FQBHtgAAQA3AdUCOQJzAAMACLEAAQAvMzEwEzchBzcjAd8iAdWengAAAQAr%2F%2BMBIwDyAAsADLUJA09ZCRYAPysxMDc0NjMyFhUUBiMiJitRRys1UEQuNkpNWzQ1R180AAAB%2F6IAAAN9BbYAAwAKswMDAhIAPz8xMAkBIwEDffzTrgMtBbb6SgW2AAAAAAIAef%2FsBEQFzQAMABkAF0AMCw1LWQsHBBRLWQQZAD8rABg%2FKzEwARACBCMiAjUQEiQzIAUiBgIVFBYzMjYSNRAERJ3%2B8bOwvKQBDa0Bbf6JccB3ZG9zvHED9v7Z%2Fhj7AP%2FyAQ4B6fmQ5%2F5h2Ky45AGs7wFDAAAAAAEBLwAAA4UFtgAKABC2BAcBCQYBGAA%2FPxI5OTEwISMTEjcGDwEnATMCTKzEOx0yWbJQAcGVA5EBBWI1Om5%2FARwAAAAAAQAMAAAENwXLABsAHEAOAhoRC0tZEQcBGkxZARgAPysAGD8rEQAzMTApATcBPgM1NCYjIgYHJzYzMhYVFA4BBwEVIQOP%2FH0fAdFmlWEveGdNk1lSv96wzU%2B3y%2F6gAqaTAaRdjX17S2N0OURzmrGbb7rQsf7NCAAAAQAv%2F%2BwEMQXLACgALUAXAxgZGRhLWRkZCyYmIEtZJgcLEUtZCxkAPysAGD8rERIAORgvKxESADkxMAEUBgcVHgEVFA4BIyInNR4BMzI2NTQmKwE3MzI2NTQmIyIGByc2MzIWBDHKs3yOfO6k0q9e0lWitJ6Ngx%2BLpdp0Y1CaYlDD5bPEBIec2SAJF6d9hctyT6QxNZ%2BKg4eProxcbDZCdpCuAAACABAAAARMBb4ACgATACVAEgYTDwcBBRMFTFkJExMDBwYDGAA%2FPxI5LzMrEQAzETMRMzEwASMDIxMhNwEzAzMhNhITIw4BBwEEK%2BlIpEr9cB0DQsTP6P51LkBUCBFjF%2F3rAU7%2BsgFOngPS%2FCncATIBJB2HHf2PAAABAFD%2F7ARIBbYAHAAtQBcbBwAAEk1ZAAAHFxcaTFkXBgcMS1kHGQA%2FKwAYPysREgA5GC8rERIAOTEwATIWFRQGBCMiJzUWMzI2NTQmIyIGBycTIQchAzYCVrbXkv76scGJpKq%2F1pODMGJaSsUCnCH99n9XA33RsqH0eU%2BkZsCsfpMNGDkCrJn%2BSRcAAAIAhf%2FsBFoFywAaACgALUAXDRgFESFNWRERGAUFCktZBQcYG0tZGBkAPysAGD8rERIAORgvKxESADkxMBM0GgEkMzIXByYjIgADMz4BMzIWFRQCBiMiJgUyPgE1NCMiDgIVFBaFec4BHrhvSSNEZtT%2B30QIO69qmrSF5JO2xwGPXpNR3UJ8YDB5AajRAZwBI5MXkRb%2B1v7aT17FrKH%2B9Y3mWWy%2Bcfg5X3JiiZ4AAAAAAQCuAAAEeQW2AAYAFkAKBQIAGAMCTFkDBgA%2FKwAYPxEzMTAzASE3IQcBrgMA%2FTEfA3sb%2FQQFIZWL%2BtUAAwBg%2F%2BwEVgXNABkAJQAxADJAGxMGKSMEDQAsGktZLCwNAAAmS1kABw0gS1kNGQA%2FKwAYPysREgA5GC8rERIAFzkxMAEyFhUUBgceARUUDgEjIiY1NDY3LgE1ND4BAw4BFRQWMzI2NTQmEyIGFRQWFz4BNTQmAuWuw5y8f2p44Zi%2B2L7JX1Ftxgq5mYpwi6ZoCHKITlihhnMFza2VgcBQTq5zer9mxamU2ExFl2Bvr2H87zynd2t%2BlHpjlgK9g25SfDY8j2ZaagACAGL%2F7AQrBcsAGgAoAC1AFw4FGCERTVkhIQUYGBtLWRgHBQpLWQUZAD8rABg%2FKxESADkYLysREgA5MTABFAoBBCMiJzUWMzISEyMOASMiJjU0EjYzMhYlIgYVFBYzMj4CNTQmBCtwt%2F78rIhqhnDK%2BkAKM6NjqbiB55C0x%2F5%2FlrZtbEyAWSl2BArC%2Flf%2B2Ywini8BGgEsS1fFvpkA%2F4%2FlV%2BKxfIQ5anpag5kAAgAr%2F%2BMBwwRkAAsAFgAXQAwPFE9ZDxAJA09ZCRYAPysAGD8rMTA3NDYzMhYVFAYjIiYTNDYzMhUUBiMiJitRRys1UEQuNqBQR2FTQS42Sk1bNDVHXzQDpU1baEldNQAAAv%2Bc%2FvgBwwRkAAYAEQAVQAkEQAYKD09ZChAAPysAGC8azjEwJRcGByMSNxM0NjMyFRQGIyImASMIcZ2Bfk5jUEdhU0EuNu4X6%2FQBHtgCzk1baEldNQAAAAEAeQDyBBAE2QAGABdACQECBQUGBAMAAwAvLxEzMjkRMzMxMCUBNQEVCQEEEPxpA5f9FQLr8gGmYgHflf6N%2FrgAAAAAAgB%2FAbwEFwPlAAMABwAStwUABAEEBAABAC8zMy9dMzEwEzUhFQE1IRV%2FA5j8aAOYA1qLi%2F5ijo4AAAAAAQB5APIEEATZAAYAG0ALBQQBAQMABgIDBgMALy8RMxEzEjkRMzMxMBMJATUBFQF5Aun9FwOX%2FGkBiQFIAXOV%2FiFi%2FloAAAAAAgCe%2F%2BMDmgXLABoAJgAlQBIHEQAAJBEkHk9ZJBYRCklZEQQAPysAGD8rERIAORgvEjkxMAE%2BATc%2BAjU0JiMiBgcnPgEzMhYVFAYHDgEHAzQ2MzIWFRQGIyImAQQWZXOAUC5nYFGUQj1cyFKnuIOgfVgX7VBHLDVTQS42AZOCp1tkWGQ%2BXWUzH4EzMqiae894W3Fo%2FrdNWzQ1SV00AAAAAAIAb%2F9GBo8FtAA1AEEAKkATJisHCTYQGD09BAkQCRAJKx8yAwA%2FM8Q5OS8vETMzETMRMxI5ETMxMAEUAgYjIicjBiMiJjU0PgEzMhYXDgEXFDMyPgE1NAAjIgQCFRAAITI3FQYjIAAREBIkITIEEgUiDgEVFBYzMhsBJgaPbsh6xRAIb7Rzg4jxjEF9WEBEA2ZOf0r%2FAPLk%2FpvFAR8BCsXf2%2BD%2Bxv6X%2FQGyAQ2%2FARSR%2FUpeoFxCQbtVRj8DVLP%2B3qS4uJeGnf6QGCTy%2FC51hul%2F7wEA1v6H5P7y%2FtdWf1oBcQFBAQUBwfaX%2FuxfbsRyXVMBOwECFwAAAv%2BLAAAEEAW2AAcADgAdQA4LBA4BSVkODgMEAwcDEgA%2FMz8SOS8rEQAzMTABIQMjATMTIwsBJicOAQMDLf4Q9b0DH664qksjGAUlV84B0f4vBbb6SgJtASuzq1iu%2Fn0AAwBWAAAEsgW2AA4AFwAgAC1AFwUgDw8gSlkPDw0ODhdKWQ4DDRhKWQ0SAD8rABg%2FKxESADkYLysREgA5MTABIBEUBgcVHgEVFAQjIQETMzI2NTQmKwEDITI2NTQmKwEDAgGwrp5ze%2F7Q%2F%2F4xATUn%2BJy6hY%2FT%2BgEKtcKVjOwFtv6wjcIdCiCdbtTxBbb9jpJ%2BaGf7bqGTdHsAAAAAAQCW%2F%2BwFCgXLABgAF0AMFABJWRQEDQdJWQ0TAD8rABg%2FKzEwASIEAhUUFjMyNxUOASMiABEQEiQzMhcHJgOurv7tocOri7dWnG7y%2FuzTAWThxZdFigUzwv6J3bvfOZUfHAErAQIBBQHB7FCNRQAAAAIAVgAABRQFtgAJABMAF0AMBhJKWQYDBRNKWQUSAD8rABg%2FKzEwARACBCkBASEgAAEyJBI1NCYrAQMFFNL%2Bev76%2FqABNQFWARQBH%2FytygEyo87HsvoDbf77%2FnDYBbb%2B1fwItwFO19fd%2B3AAAAEAVgAABGoFtgALACZAFAYJSVkGBgECAgVJWQIDAQpJWQESAD8rABg%2FKxESADkYLysxMCkBASEHIQMhByEDIQM1%2FSEBNQLfIP3KYgIPHf3vcgI1BbaZ%2FiuY%2FegAAQBWAAAEagW2AAkAHUAPBglJWQYGAgESAgVJWQIDAD8rABg%2FEjkvKzEwISMBIQchAyEHIQECrAE1At8e%2FchuAhAg%2Fe8Ftpn965kAAAEAlv%2FsBU4FywAdACZAFAAdSVkAAAQLCxJJWQsEBBlJWQQTAD8rABg%2FKxESADkYLysxMAEhAwYjIAAREBIkMzIWFwcuASMiBAIVFBYzMjcTIQM1Acua2Mv%2B%2BP7bywFo23XNaEJNsWqp%2FuuazbiaamD%2B3wL%2B%2FTlLASEBAwENAbn1KCyYIjLL%2FpThvtonAbwAAAEAVgAABXMFtgALABpADQgDSVkICAUKBgMBBRIAPzM%2FMxI5LysxMCEjEyEDIwEzAyETMwQ9p4%2F9bJGqATWqgwKUhagCsP1QBbb9kgJuAAAAAQBWAAACNQW2AAMACrMBAwASAD8%2FMTAzATMBVgE3qP7JBbb6SgAAAAH%2Bwf5%2FAjUFtgAMABG3CQMABUlZACIAPysAGD8xMAMiJzcWMzI2NwEzAQKmaTAGRUxkgxkBM6r%2By0%2F%2BfxmTFH14Bar6RP6FAAEAVgAABSsFtgANABVACQoEBwsIAwEHEgA%2FMz8zEjk5MTAhIyYCJwcDIwEzAwEzAQQKukiVSK59qgE1qpcCvNH9gbUBZbeD%2FbIFtv06Asb9gwAAAAEAVgAAA1YFtgAFABG3AQMAA0lZABIAPysAGD8xMDMBMwEhB1YBNar%2B7AI1IQW2%2BuSaAAABAFQAAAa4BbYAFAAZQAwKAhMDBwwIAwAPBxIAPzMzPzMSFzkxMCEDIw4BBwMjATMTMwEhASMaATcjAQKkpggHKxC%2BogE19JUJApMBCv7Rrn6GGwb9MwUQSPtK%2FH0FtvtMBLT6SgJOAndN%2Bu4AAAAAAQBUAAAFqAW2AA8AFUAJAwsHDggDAQcSAD8zPzMSOTkxMCEjASMGBwMjATMBMzY3EzMEc7X%2BNAYgKqyiATW0AcsGHiqupATH3cX82wW2%2BzzgtQMvAAAAAAIAlv%2FsBYMFzQANABsAF0AMCw5JWQsEBBVJWQQTAD8rABg%2FKzEwARACBCMgABEQEiQzMgAlIgYCFRQWMzI2EjU0JgWDsP641%2F8A%2FuLAAU%2FS9AEY%2Feed%2BInEqJjxjLwDi%2F7z%2FlfpASsBDgEIAbTs%2Fsycyv6Y2sffwwFs3cffAAAAAgBWAAAEhwW2AAoAEwAdQA8LBEpZCwsHBhIHE0pZBwMAPysAGD8SOS8rMTABFAAhIwMjASEyFgEzMjY1NCYrAQSH%2Frj%2Bw4d7qgE1AUrW3P0Thdjgi5CjBD34%2Fvr9wQW2vf3YtrB9bwACAJb%2BpAWDBc0ADQAfACNAER8QHRAHFwBJWRcEEAdJWRATAD8rABg%2FKxESADkYEMYxMAEiBgIVFBYzMjYSNTQmAQcjIAAREBIkMzIAERAABwEjA2qd%2BInEqJ7yhbz%2BxBEQ%2FwD%2B4sABT9L0ARj%2B6uwBEtsFNcr%2BmNrH38gBadvH3%2Fq5AgErAQ4BCAG07P7M%2FvL%2Bs%2F4aTv6aAAIAVgAABIkFtgALABUAJkATCAAODgBKWQ4OAwoCEgMMSVkDAwA%2FKwAYPzMSOS8rERIAOTEwAQMjASEgERAFEyMLAQIHMzI2NTQmIwGBgaoBNQFAAb7%2BkO%2B60WlmDqjB0IeYAmD9oAW2%2FpL%2BpGX9eQJgAsH%2BEkGqn3ltAAABACf%2F7AQjBcsAJgAgQBAfDBUDFRxJWRUEAwlJWQMTAD8rABg%2FKxESADk5MTABFAQjIiYnNRYzMjY1NCYnLgE1NCQzMhYXBy4BIyIGFRQeARceAgOR%2Fuf%2FaqFHorKivmmPl3UBCNdjq19CQqRFhqMiSmmTZzUBqNPpHSKqVJeETndRVap0u%2BsmLpYmLIt3Nk1EPVhkeQAAAAEAugAABLQFtgAHABZACgESBwMEA0lZBAMAPysRADMYPzEwISMBITchByEB56wBFf5qIQPZHv5oBR%2BXlwAAAAABAKT%2F7AV%2FBbYAFQAUQAkVCgMEEUlZBBMAPysAGD8zMTABAwIEIyImNTQ3EzMDBhUUFjMyNjcTBX%2FNN%2F7j9ubeGL2qvxaSkay%2FLM0Ftvw6%2Fvn90MNReANu%2FIVqUnWHr8oDugAAAQC8AAAFHwW2AAsAELYLBgMHAwYSAD8%2FMxEzMTAlNjcBMwEjAzMTFhUB3z1lAd%2B%2F%2FPO0oqphFMWQwgOf%2BkoFtvxexIsAAAAAAQDfAAAHgQW2AB0AGUAMBA8YAwkcEwoDAQkSAD8zPzMzEhc5MTAhIwMmNSMOAQEjAzMTFxQHMzY3ATMTFhUHMzY3ATME6aoxCAYZSP4srj6qHwIKBllDAZWyKwkBCUs4AYO2A8WIkkil%2FA4Ftvx7WGKg84wDYPykmZdT4IIDfQAB%2F5gAAATRBbYACwAVQAkIAgQJBgMBBBIAPzM%2FMxI5OTEwISMDASMJATMTATMBA7y01f4fugJU%2FvmsywG7uv3VAoH9fwMIAq79zQIz%2FUoAAAEAvAAABMMFtgAIABC2AAUBBwMFEgA%2FPzMSOTEwCQEzAQMjEwMzAhkB6cH9jXGsd%2B6qAssC6%2Fxn%2FeMCJQORAAAB%2F%2FAAAASTBbYACQAgQBAHBAIIBQRJWQUDAQhJWQESAD8rABg%2FKxEAMxEzMTApATcBITchBwEhA3X8exwDnP1xIANaGvxkArmJBJKbi%2FtvAAH%2F8P68AvAFtgAHAA61BQIDBgEnAD8zPzMxMAEhASEHIwEzAXP%2BfQF9AYMf4%2F7C4%2F68BvqN%2BiEAAQDdAAACUAW2AAMACrMDAwISAD8%2FMTABEyMDAXfZmtkFtvpKBbYAAAH%2Fav68AmoFtgAHAA61AwQDAAcnAD8zPzMxMAczASM3IQEhd%2BEBQOMeAYX%2BhP58tgXfjfkGAAAAAQA1AikEAgXBAAYADrQFAQAEAgAvLzMRMzEwEwEzASMDATUCVm0BCpHJ%2Fi0CKQOY%2FGgC6%2F0VAAAB%2F0T%2BvAKN%2F0gAAwAIsQECAC8zMTABITchAm%2F81R4DK%2F68jAABAj8E2QOHBiEACAAIsQYBAC%2FNMTABIy4BJzUzFhcDh2g9hxy1K2gE2T26PBWIpwACAGL%2F7ARgBFwAEgAgACdAFAoEDAAFDwgVABpGWQAQDBNGWQwWAD8rABg%2FKwAYPz8REjk5MTABMhYXMzczAyM3IwYjIiY1NBI2AzI2EjU0JiMiBgIVFBYCf1yQKAtDf%2BmFGgizxouejvopYcB4cFtos2ZeBFxjXaz7uNHlxqzQAWTK%2FBu5ASmVZ3qs%2FtqjcnEAAAAAAgA7%2F%2BwEOQYUABUAIgAnQBQLBAAPBwAGFQ8WRlkPEAAdRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMHIwEzBgIHMz4BMzIWFRQCBhMiBgIVFBYzMjYSNTQCIWGTJQpGfQFKqDM3MAldtWCNnon1IGDHdW9pY6toFGZYqgYU8v7%2FrHZvxq3R%2Fp3HA%2BO%2B%2FuCXbnWiASuo4wABAGL%2F7AOqBFwAGAAXQAwHDEZZBxAAE0ZZABYAPysAGD8rMTAFIiY1NBIkMzIXByYjIgYCFRQWMzI2NxUGAfrC1pQBBaOJgy94Y3C5aYV1SIA%2BfBTWw8gBUr0zjTOZ%2Fu%2BggI4oG48%2FAAIAYv%2FsBMMGFAAUACEAJ0AUAwsOAAYACRUAHEZZABAOFUZZDhYAPysAGD8rABg%2FPxESOTkxMAEyFzM2NxMzASM3Iw4BIyImNTQSNgMyNhI1NCYjIgYCFRQCf8JXChEcTqb%2BtosWCGWwXouckPUmXsh1bGdlrWkEWr6bdwFm%2BezRfWjErtYBZML8HbsBI5dvdKX%2B1aXjAAAAAgBi%2F%2BwDtARcABgAIgAmQBQcDkZZHBwABwcZRlkHEAASRlkAFgA%2FKwAYPysREgA5GC8rMTAFIiY1NBI2MzIWFRQEISMHFBYzMjY3FQ4BEyIGBzMyNjU0JgHsuNKV9pSZmv60%2FsshBHuBP4VjXpA0Z7UwDOTzSRTawbwBWcCFd7TNUIOTJDCSLCMD4bynd3E1RgAAAAH%2FG%2F4UA4MGHwAgACpAFgwaCR0QFkZZEAAaHUdZGg8ABUZZABsAPysAGD8rABg%2FKxEAMxEzMTADIic1FjMyNjcTIz8CPgEzMhYXByYjIgYPATMHIwMOAWhFOEAwTFIZ48ENzhcuo6AodCArTD1XXR0Z7hnt6Cei%2FhQVjRZ8cwQ6Q0JkyKUXDoEdYYFsf%2Fu2va4AAAAD%2F4H%2BFARMBFwAKAA1AEMASEAoGzMzDkZZBzlHWQQgCQMHJjMHMwcVKCZAR1kmECgCR1koDxUsR1kVGwA%2FKwAYPysAGD8rERIAOTkYLy8REhc5KysRADMxMAEPARYVFAYjIicGFRQWHwEeARUUBCEiJjU0NjcmNTQ2Ny4BNTQ2MzIXARQWMzI2NTQmLwEOAQEUFjMyPgE1NCYjIg4BBEwZ0ynpwzcdi0I%2FdbWj%2Ftz%2B98LckKFOZls%2FUO%2B6Tkz9SoKAts1sgp94gAEWWlBPdj9YUk51QQRIaxg%2BYL%2FjCDVOKRsIDhaEgLjKk4ZpmjYpUEVjKyB9U8L4FPr1TVp%2FdD5IDhAZfgMSVVlUk1ZSVlGRAAEAOwAABCkGFAAdAB1ADhILFgwAAAsVFgVGWRYQAD8rABg%2FMz8REjkxMCETNjU0IyIOAQcDIwEzDgMHMz4BMzIWFRQHBgMC2ZQSk1mpgSFlqAFKqBIhIykbC163ZIOPFydqArReKZR24Z%2F%2BJwYUUpqfrmZ7apCEPmjB%2FiEAAAAAAgA7AAACHwXfAAMADgAOtQwHAg8BFQA%2FP8QyMTAzIxMzAzQ2MzIVFAYjIibjqOqoeUAzWEMsKDQESAEYOEdaN0wxAAAC%2Fv7%2BFAIdBd8ADAAXABZAChUQCA8ABUZZABsAPysAGD%2FEMjEwAyInNRYzMjcBMwEOAQE0NjMyFRQGIyImh0U2PTp9KwEIpv72JJ0BVEAzVkMsJjT%2BFBWNFs0E2%2FsWq58HTDhHWjdMMQAAAAABADkAAAQhBhQADgAYQAsGDgkBCgABDwUJFQA%2FMz8%2FERI5OTEwCQEzCQEjAwcDIwEzCgEHAUoCDsn%2BKwEnu%2BuYUqoBSqpIci0CLwIZ%2Fi39iwIMe%2F5vBhT%2BsP3sgQAAAAABADkAAAItBhQAAwAKswIAARUAPz8xMDMjATPhqAFMqAYUAAABADsAAAaHBFwALAAnQBMWDwwTDQ8AIQwVJwYTBkZZGhMQAD8zKxEAMxg%2FMzM%2FERI5OTEwIRM2NTQmIyIOAQcDIxMzBzM%2BATMyFhczPgEzMhYVFAcDIxM2NTQmIyIOAQcDAriUEj5LVJ95IWWo6osWCletXHF6CwhWwmN%2FixaQqpQURUpRnncfawK0XilGTnjfnf4lBEjLd2iCdH15iIJEbv1gArRoKj5LdNWS%2FgwAAAEAOwAABCkEXAAZAB1ADg8MEw0PAAwVEwZGWRMQAD8rABg%2FMz8REjkxMCETNjU0JiMiDgEHAyMTMwczPgEzMhYVFAcDAtmUFEdOWamBIWWo6osWCmCzYH%2BTF48CtGgoP0x43p7%2BJQRIy3pli31PZf1gAAAAAgBi%2F%2FAEHQRWAA0AGwAXQAwAEUZZABAHGEZZBxYAPysAGD8rMTABMhYVFAIGIyImNTQSNgE0JiMiBgIVFBYzMjYSAoO%2B3JD2m8DakvgBg31rba1ff3dopl0EVuHFvP6ytuLEvgFPs%2F5xc4%2BU%2Fvmhg4%2BSAQ0AAAAAAv%2FV%2FhQEOQRaABUAIgAnQBQEDAAPCg8JGw8WRlkPEAAdRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMHDgEDIwEzBzM2MzIWFRQCBhMiBgIVFBYzMjYSNTQCIWGSKAoEAw9rpgFQixoIs8GJnor0IGDHdW9pY6toFGRaJhla%2FgMGNNHjw7DU%2Fp7FA%2BO%2B%2FuCXbnWiASuo4wACAGL%2BFARgBFwAFQAiACdAFAQLAA8FDwgbAB1GWQAQDxZGWQ8WAD8rABg%2FKwAYPz8REjk5MTABMhYXMzczASMTNjcjDgEjIiY1NBI2AzI2EjU0JiMiBgIVFAKBXo8lDUN9%2FrCmZQkwCF%2B0YIyfkfcpXMR5bWJlsGgEXGVbrPnMAeAtsHlsw6%2FUAWjC%2FBu4ASKbaXqp%2Ftej4wAAAAABADsAAANoBFwAEgAbQA0OCwAMDwsVAAVGWQAQAD8rABg%2FPxESOTEwATIXByYjIg4BBwMjEzMHMz4CAvBFMyQ1NFufdxxrqOqLFgpIXmcEXA6WDXjVgv4KBEjLX1MtAAABAAj%2F7ANEBFwAJAAgQBAMHgMVFRtGWRUQAwlGWQMWAD8rABg%2FKxESADk5MTABFAYjIic1HgEzMjY1NCYnLgE1NDYzMhcHJyYjIgYVFBYXHgIC393JqYhGokV%2BgEZ0gmzKpaufNjhld11qR29rXS4BN5yvRZ4qLmROOU5ESYxgiqlKiRkrV0U4UD88VmMAAAABAFr%2F7ALbBUQAGgAnQBMQEkAMFQ8SEhVHWRIPBgBGWQYWAD8rABg%2FKxEAMxEzGhgQzTEwJTI3FQ4BIyImNTQ3EyM%2FAjMHIQchAwYVFBYBizdZImQefYUSf6wOuX1iNwESGv7vgRI6dRqBDhR3dkJUAlpJTuT8f%2F2kVy04PAAAAAEAcf%2FsBF4ESAAYABtADQ8SChgPDRUSBUZZEhYAPysAGD8%2FMxI5MTABAwYVFDMyPgE3EzMDIzcjDgEjIiY1NDcTAcOWEpNYqoIiZKbnixYMYrJfgJIWkgRI%2FUlZMo944J4B2%2Fu4y31ii4E%2BbgKkAAABAGIAAAQSBEgACwAOtQkBDwUAFQA%2FMj8zMTAzAzMTEhUzEjcBMwHffahAGAZ%2FNAFFsv2xBEj9m%2F7%2BaAETYAJc%2B7gAAAEAdQAABgYESAAfABlADAUPGQMJHRMKDwAJFQA%2FMz8zMxIXOTEwIQMmPQEjDwEBIwMzExUUBzM2NwEzExYdAQczNhIBMwEDPyAECTJT%2Ft3KK6QSCAYvWgEntiUGAgYcbgEMsv4GAlpeTpx2vf2RBEj9rliTenzGAnX9rqheNSpWAQkCWPu4AAAB%2F7YAAAQGBEgACwAVQAkGAAIHBA8LAhUAPzM%2FMxI5OTEwCQEjAQMzEwEzARMjAdP%2BpsMB2%2B%2BqrgFKwv45%2FKgBsv5OAjUCE%2F5kAZz95f3TAAH%2FO%2F4UBBIESAAYABhACwUPCgAPDxRGWQ8bAD8rABg%2FMxI5MTATMxMWEhUzPgE3ATMBDgEjIic1FjMyNj8BYqhKChMGI2gZAUWy%2FUhdtoBIRD9EUnU3TARI%2Fd9F%2FvNSV%2BIrAmH6%2FqyGFYcSZWOIAAAB%2F%2BMAAAN9BEgACQAgQBAHBAIIBQRHWQUPAQhHWQEVAD8rABg%2FKxEAMxEzMTApATcBITchBwEhArL9MRcCtv4hGwKRHf1YAhN1A1Z9jPzBAAEAG%2F68Ay8FtgAnABlACxsKCgsLJhQSAwAnAD8%2FMzI5LzMSOTEwASImNTQ3PgEnNCM3MjY3Ez4BOwEHIgYHAw4BBxUWFRQPAQYVFBYzFQG6jZcUISUE0SB2jxZEIqerIR9pXBRHHH5olxIvD0lT%2FrxpdzRZkqMVj49XaAFGoICNSVf%2Bv3t6EQUprDtI0zooNTGOAAABAh3%2BEAKoBhQAAwAKswAAAxsAPz8xMAEzESMCHYuLBhT3%2FAAB%2F7b%2BvALBBbYAJwAbQAwcCwsKChQTJgADEycAPz8yETM5LzMSOTEwATIWFRQPAQYVFDMHIgYHAw4BKwE1MjY3Ez4BNzUmNTQ%2FATY1NCYjNwEdkJkVMRDRIXeOFkMkprUNc2gTSBl%2Ba5YSMg5RYxwFtml2MF3bRCuPkFZo%2FrqkfY5IVwFCdX0SBiqpO0jVQSI1MY0AAQBzAlAEMwNUABcAErYPAAaADAMSAC8zMxrNMjIxMAEiBgc1NjMyFhceATMyNjcVBiMiJicuAQFcNoEyYpFFdFZAYTI3gTNkkEh%2BSEtaAslFNJdtHSUbHEI3lm4hICAYAAAAAAL%2F8v6LAfIEXgADAA8AGEALAAAHAyIHDU9ZBxAAPysAGD8SOS8xMAEzAyMBNDYzMhYVFAYjIiYBBG2wzwEIUUYsNVFBMDYCrPvfBStMXDQ2R10zAAEA4f%2FsBCkFywAeAChAFQIeDAkJEU1ZHhhLWR4JHgkBCgcBGQA%2FPxI5OS8vKysRADMRMzEwBSM3LgE1NBI2PwEzBxYXByYjIgYCFRQWMzI2NxUGBwJGfSuEj3%2FmkSN7JXdiL21ucLlphHZIgD57oxTXIs%2BauQE%2BxxWqqAkojjSZ%2Fu%2BgfZIoHI8%2BBAAAAf%2FpAAAEmgXJABsAMUAZCxcYF05ZCBgYEgAABUtZAAcTDxIPTFkSGAA%2FKxEAMxg%2FKxESADkYLzMrEQAzMTABMhcHJiMiBwMhByEHDgEHIQchNzY%2FASM3MxMSA0q4mEKShNUyRQFyGv6NLxZYUALVIfxHG801L8gayUxLBclWhU%2Ft%2Frp%2F22KJK5qNLvPdfwFeAWEAAAIAqAEhBBAEhwAbACcAJEATBQIaFxMQDAkIBxIYFQoEHxUlBwAvM8QyzjIQzjISFzkxMBM0Nyc3FzYzMhc3FwcWFRQHFwcnBiMiJwcnNyY3FBYzMjY1NCYjIgblRIFcf2dycmWBXIFGRn9agWJ1d2J%2FWn9EgY9naJKSaGaQAtN1YoFcgUZGgVqBaHF3Yn9af0RGf1p%2FYHdnj49naJKRAAABAH8AAATsBbYAFgA9QCEKDg8OTVkHDwYSExJNWQMAExUPEx8TAg8TDxMMARUGDBgAPz8zEjk5Ly9dERI5MisRADMRMysRADMxMAkBMwEzByEHIQchAyMTITchNyE3MwMzAkYB67v96%2Bcc%2FtchASkd%2Ftk5mjj%2B3R0BIiH%2B3R3hyqMCywLr%2FP6FoIX%2B9gEKhaCFAwIAAgId%2FhACqAYUAAMABwAXQAoDAwcEBAcAAAcbAD8%2FETkvETkvMTABMxEjETMRIwIdi4uLiwYU%2FPj%2BDfz3AAAAAAIAO%2F%2F4A%2BUGHQAsADgALUAZGTMCLQ8tNjAzJwYeBx4kR1keFQcMR1kHAAA%2FKwAYPysREgAXOREzETMxMBM0NyY1NDYzMhcHJiMiBhUUFhceAhUUBgcWFRQGIyInNR4BMzI2NTQmJy4BAQ4BFRQWFz4BNTQmru53z7C9hDWUdmZ5THxkYjR6b3LkzLB3OKFMhY5lZopwAVRSamWUUF9jAwLJakaFf55EezxRRTFFOCxPZEBhpjhHdpirPZQiLFlVMFIuPYsBURp7RkZeQCx%2BRDxbAAAAAgHJBQ4D6QXTAAoAFQAMsw4DEwgALzPNMjEwATQ2MzIVFAYjIiYlNDYzMhUUBiMiJgHJOC5OOycjLwFsOC9NOycjLwViLkNQMUQsKC5DUDFELAAAAwCL%2F%2BwGagXLABYAJgA2AC1AGQYMABIPDB8MAgASEBICDBIMEhsrIxMzGwQAPzM%2FMxI5OS8vXV0RMxEzMTABIgYVFBYzMjcVDgEjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA6B9hYKAUoFCXjnA0ty%2BgnY8avyXyAFeysUBWtDJ%2FqfNz%2F6iw2muAS2srgEqr67%2B17Cu%2FtavBCOumqmhK3ocFO%2Fc0PU8eDX%2BuMgBXsrC%2FqLQzP6nys8BWsat%2FtOtrgEpsK4BKq%2Bu%2FtcAAAACAKoDFAMMBccAEgAeABtADAkDAAcTDAAEHhoAHwA%2FMj8Q1DLEEjk5MTABMhczNzMDIzcjDgEjIiY1ND4BAzI%2BATU0JiMiBhUUAfJyJwYlVotcDgQoZElNY1OWFj1nRTk5XH0Fx2da%2FWd1OEp4an%2FXe%2F20YrFPPkXOjIsAAgBYAHEDqAO%2BAAYADQAhQA4NBwoGAAMKAwUIAQwFAQAvLzMRMxI5OREzMxEzMzEwEwEXARMHAwUBFwETBwNYAYdO%2FtescecBiwFvVv7lnnHXAkgBdlH%2BuP59MQG6DgGVRf6T%2FqIxAY0AAAAAAQB%2FAQgEFwMZAAUACrICBAUALzMvMTABESMRITUEF4z89AMZ%2Fe8Bg44AAP%2F%2FADcB1QI5AnMSBgAQAAAABACL%2F%2BwGagXLAA8AHwAtADUALUAVJSkpBDUqKgwEIycnLi4MHAQEFAwTAD8zPzMSOS8zEjkREjkvMxE5LzMxMBM0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCJRQGBxMjAyMRIxEzMhYBMzI1NCYrAYvIAV7KxQFa0Mn%2Bp83P%2FqLDaa4BLayuASqvrv7XsK7%2B1q8Dtl9V45XPcX%2Flo53%2BWlzDX2ZaAtvIAV7Kwv6i0Mz%2Bp8rPAVrGrf7Tra4BKbCuASqvrv7XCE5%2BI%2F5%2FAWD%2BoANwfv7llUw%2BAAABAOMGFAQXBpgAAwAIsQECAC8zMTABITchA%2FT87yEDEwYUhAACANcDXgNGBcsADAAYAAyzEAoWAwAvMy8zMTATNDYzMh4BFRQGIyImNxQWMzI2NTQmIyIG17WCU5FUtYODtHF0UlNyc1JQdgSTgLhTkVSAtbWAUHR1T1J1dQAAAAIAfwAABBcEmAALAA8AIUAOCQEBBgILAgsCDQUNDAUALy8zERI5OS8vETMzETMxMAEhNSERMxEhFSERIwE1IRUCBP57AYWNAYb%2Beo3%2BewOYAoONAYj%2BeI3%2Bff8AjY0AAAEAYAJKAvYFyQAXABK3Cg8fAhYWASAAPzMRMz8zMTABITclPgI1NCYjIgcnNjMyFhUUBg8BIQKR%2Fc8XAQhzVyg%2BO1ppO32VbX1pkd0BiwJKauRkY1cvNUBQWmVxXmOhfbsAAAABAHcCOQL0BckAIgAbQAwiEBAREQYYHR8LBiEAPzM%2FMxI5LzMSOTEwAR4BFRQGIyInNRYzMjU0KwE3MzI2NTQmIyIHJzYzMhYVFAcCJUVOtqJ9bH1yzbJaFl9hdEU7Zl43bZ9ygM8EDBFmRYSTOH9IqolrUkc8PURdWHBftDYAAAECFATZA7oGIQAJAAixBAkAL80xMAE%2BATczFQ4BByMCFDiLJb4mzEtpBPQ8tzoVMcw2AAAB%2F9X%2BFARqBEgAGgAgQBASDA8HFw8KFRYbDwJGWQ8WAD8rABg%2FPz8zEjk5MTABFDMyPgE3EzMDIzcjDgEjIicjDgEDIwEzAwYBJ5NZpoMiaaPpixgMXbRicDMJCxdIpAFQqJQSAQqTduCdAd77uM15aGBOjP6iBjT9SVwAAQDH%2FvwEtgYUAA8AGkALBggIDgUBDgNJWQ4ALysAGC8zEjkvOTEwASMRIxEjEQYjIiY1EDYzIQS2ctVzPlTYy9roAi3%2B%2FAZ9%2BYMDMxL6%2BwEE%2FgD%2F%2FwCqAksBogNaEAcAEQB%2FAmgAAAAB%2F1b%2BFADTAAAAEQAMswgDEA8ALzPMMjEwExQGIyInNRYzMjU0Jic3MwcW06KFKS0mHq5OPGVqPYP%2B7GJ2CWQGbi4rCLZ5JgABAQICSgKPBbYACgAOtQkGAyAAHgA%2FPzk5MTABMwMjEzY3DgEHJwIZdrqHcBkhGTJ4MwW2%2FJQCDmd6GStPWgAAAgCoAxQC6QXHAAwAFwANtBMDDQofAD8zxDIxMAEUBiMiJjU0PgEzMhYnIgYVFBYzMjY1NALpsZhxh1SXY3V%2B9WZ1TEVedQTDv%2FCOfXXFboYfr45VVbGQpgAAAAACABcAcwNoA8EABgANAB9ADQAGAwcNCgoDBQgBDAUALzMvMxI5OREzMxEzMzEwCQEnAQM3EyUBJwEDNxMDaP53TgEprHHp%2FnX%2BkFYBGp5x2QHl%2Fo5SAUMBhzL%2BQQ7%2Bb0YBaAFiMv5u%2F%2F8AewAABVIFthAnANMCYgAAECYAe8oAEQcA1AJm%2FbcACbMDAhIYAD81NQD%2F%2FwBCAAAFpAW2ECYAe5IAECcA0wIpAAARBwB0Aq79twAHsgIQGAA%2FNQAAAP%2F%2FAFcAAAXoBckQJgB14AAQJwDTAvgAABEHANQC%2FP23AAmzAwIqGAA%2FNTUAAAL%2F%2FP5xAvgEWAAZACUAI0ARBhkZECMjHU9ZIxAQCUlZECMAPysAGD8rERIAORgvOTEwAQ4BDwEGFRQWMzI2NxcOASMiJjU0Njc%2BATcTFAYjIiY1NDYzMhYCkRZkc1%2BfZ2BQlEI%2BWsZXqLaEn4RRFu5RRys1UEMvNgKogqRdS3%2BUXWYzH4EwNKeafNB3Ym1kAUpNWzQ0R18zAAAA%2F%2F%2F%2FiwAABBAHcxImACQAABEHAEP%2F2AFSAAq0AhAQBSYAKxE1%2F%2F%2F%2FiwAABE0HcxImACQAABEHAHYAkwFSAAq0AhgYBSYAKxE1%2F%2F%2F%2FiwAABDgHcxImACQAABEHAMUAQgFSAAq0AhUVBSYAKxE1%2F%2F%2F%2FiwAABI8HLxImACQAABEHAMcAYAFSAAq0AhgYBSYAKxE1%2F%2F%2F%2FiwAABCsHJRImACQAABEHAGoAQgFSAAy1AwIiIgUmACsRNTUAAP%2F%2F%2F4sAAAQQBwISJgAkAAARBwDGAAIAgQAZQA8DAu8YAd8YAW8YAQ8YARgAEV1dXV01NQAAAv%2BJAAAG3QW2AA8AEwA8QCAKDUlZCgoBBhMDSVkTEwEGBRIJEgYSSVkGAwEOSVkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKzEwKQETIQEjASEHIQMhByEDIQETIwEFqP0fYv5K%2FtvFA6oDqiH9y2QCEBz973MCNv1%2Fk1T%2BTgHR%2Fi8Ftpn%2BK5b95gHVArD9UAAA%2F%2F8Alv4UBQoFyxImACYAABAHAHoCIwAA%2F%2F8AVgAABGoHcxImACgAABEHAEP%2F%2BwFSAAq0AQ0NBSYAKxE1%2F%2F8AVgAABGoHcxImACgAABEHAHYAfQFSAAq0ARUVBSYAKxE1%2F%2F8AVgAABGoHcxImACgAABEHAMUARgFSAAq0ARISBSYAKxE1%2F%2F8AVgAABGoHJRImACgAABEHAGoAQgFSAAy1AgEfHwUmACsRNTUAAP%2F%2FAFYAAAJRB3MSJgAsAAARBwBD%2FsoBUgAKtAEFBQUmACsRNf%2F%2FAFYAAANCB3MSJgAsAAARBwB2%2F4gBUgAKtAENDQUmACsRNf%2F%2FAFYAAAMoB3MSJgAsAAARBwDF%2FzIBUgAKtAEKCgUmACsRNf%2F%2FAFYAAAMpByUSJgAsAAARBwBq%2F0ABUgAMtQIBFxcFJgArETU1AAAAAgBIAAAFFAW2AA0AGwAtQBcaBwgHSVkXCAgFCgoWSlkKAwUbSlkFEgA%2FKwAYPysREgA5GC8zKxEAMzEwARACBCkBEyM3MxMhIAABMiQSNTQmKwEDIQchAwUU0v56%2Fvr%2BoIeVIJaNAVYBFAEf%2FK3KATKjzseybwFKIf62agNt%2Fvv%2BcNgCiZYCl%2F7V%2FAi3AU7X1939%2FJb%2BCv%2F%2FAFQAAAWoBy8SJgAxAAARBwDHAQgBUgAKtAEZGQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwBDAGgBUgAKtAIdHQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwB2ASEBUgAKtAIlJQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwDFANUBUgAKtAIiIgUmACsRNf%2F%2FAJb%2F7AWDBy8SJgAyAAARBwDHAOUBUgAKtAIlJQUmACsRNf%2F%2FAJb%2F7AWDByUSJgAyAAARBwBqAM8BUgAMtQMCLy8FJgArETU1AAAAAQCoATED8AR3AAsAFkAKAwYACQQCCggEAgAvMy8zEhc5MTAJATcJARcJAQcJAScB5%2F7BYgFAAUNj%2FrwBQmH%2Bvf7AYALTAUFj%2FsABQGD%2BvP6%2BYAFA%2FsJgAAMAd%2F%2BsBbYGBAAXACAAKQAjQBMfIx4kBCYYDxhJWQ8EBCZJWQQTAD8rABg%2FKxESABc5MTABEAIEIyInByc3JjUQEiQzMhYXNxcHHgEBIgYCFRQXASYTNCcBFjMyNhIFg7D%2BuNfIhIFwiWrAAU%2FSY59Ig3KVMDL95534iSkC4VrRIf0jW46Y8YwDi%2F7z%2FlfpYKBcqojrAQgBtOw2OaZcuD68AT%2FK%2Fpjah1wDl1j%2BWnZX%2FHFKwwFsAP%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwBDAFgBUgAKtAEXFwUmACsRNf%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwB2ASMBUgAKtAEfHwUmACsRNf%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwDFAMsBUgAKtAEcHAUmACsRNf%2F%2FAKT%2F7AV%2FByUSJgA4AAARBwBqALoBUgAMtQIBKSkFJgArETU1AAD%2F%2FwC8AAAEwwdzEiYAPAAAEQcAdgBUAVIACrQBEhIFJgArETUAAgBWAAAEUgW2AAwAFQAlQBMJFUpZCQkGBw0ESlkNDQYHAwYSAD8%2FEjkvKxESADkYLysxMAEUACEjAyMBMwMzMhYBMzI2NTQmKwEEUv64%2FsGFRqoBNao1oNXd%2FRCH1%2BKMkaYDPfj%2B%2Bv7BBbb%2FAL792bawfm4AAAAAAf8A%2FhQEWAYfAD8ALEAYNhUnAx4MDDlGWQwAHiRGWR4WAAVGWQAbAD8rABg%2FKwAYPysREgAXOTEwAyInNRYzMjY3AT4BMzIWFRQOAQcGFRQXHgIVFAYjIic1HgEzMjY1NC4BJy4BNTQ%2BATc%2BAjU0JiMiBgcBDgGFRTY9MkFUFwEYK%2BLCorQqUYpuXy9sM9m4r10zhz5xiBUuQlhFJT5dUD4iaVl3hhz%2B7iii%2FhQVjxZfbgUiyMaOfTljW2lTRDhCImtxQ6%2FHR6ApM3RlKD44N0VuPDVWR0U4P0MlQEl9gPrpva7%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAQ7EAAAq0AiIiESYAKxE1AAD%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAdkQAAAq0AioqESYAKxE1AAD%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAxfcAAAq0AicnESYAKxE1AAD%2F%2FwBi%2F%2BwEYAXdEiYARAAAEQYAxxIAAAq0AioqESYAKxE1AAD%2F%2FwBi%2F%2BwEYAXTEiYARAAAEQYAav0AAAy1AwI0NBEmACsRNTX%2F%2FwBi%2F%2BwEYAaBEiYARAAAEQYAxtoAAAy1AwIkJBEmACsRNTUAAwBi%2F%2BwGWARcACoAOABCAEJAJBUYAwYEChE8IUZZPDwFFg8FFTkyETJGWRoRECUrCitGWQAKFgA%2FMysRADMYPzMrEQAzGD8%2FEjkvKxESABc5MTAFIiYnByM3Iw4BIyImNTQSNjMyFhczNzMHNjMyFhUUBCEjBxQWMzI2NxUGJTI2EjU0JiMiBgIVFBYBIgYHMzI2NTQmBI1soygfchoIbaVfeoqN8o5SficLQ20fe9F3k%2F6z%2Fs4nBH2DN3t1pPxrX7t3W01jsGRKA9V1vC8O4vVGFE9Qi9GEYcaqzgFmzGFfrJKmiHS2y1CDkyEzlkuLtwEqlmd6rf7epHJzA1a9pnVvPUIAAAD%2F%2FwBi%2FhQDqgRcEiYARgAAEAcAegF9AAD%2F%2FwBi%2F%2BwDtAYhEiYASAAAEQYAQ4IAAAq0AiQkESYAKxE1AAD%2F%2FwBi%2F%2BwD7wYhEiYASAAAEQYAdjUAAAq0AiwsESYAKxE1AAD%2F%2FwBi%2F%2BwDxgYhEiYASAAAEQYAxdAAAAq0AikpESYAKxE1AAD%2F%2FwBi%2F%2BwDvQXTEiYASAAAEQYAatQAAAy1AwI2NhEmACsRNTX%2F%2FwA7AAAB7AYhEiYAwgAAEQcAQ%2F5lAAAACrQBBQURJgArETX%2F%2FwA7AAAC6gYhEiYAwgAAEQcAdv8wAAAACrQBDQ0RJgArETX%2F%2FwA7AAACxAYhEiYAwgAAEQcAxf7OAAAACrQBCgoRJgArETX%2F%2FwA7AAACwQXTEiYAwgAAEQcAav7YAAAADLUCARcXESYAKxE1NQAAAAIAWv%2FsBHEGJQAgAC4ANEAcGQ8WHgAIBQQDHxYoRlkWFg8fDwYDAQ8hRlkPFgA%2FKwAYPzM%2FEjkvKxESABc5ERI5MTABJic3FhclFwceARUUAgQjIiY1NBI2MzIWFzc1NCYnBScTMj4BNTQmIyIOARUUFgKkQlBfdkYBBEDwV0%2BP%2Fvm0ts2H75RpmSMGSUr%2B8jgxa6Zmg3FtoFdzBT86N3VURpJphXP7kP3%2BfMTQuaABFJ5bTwIRiNBdlWz7vXDgcnaKc8%2BAfoL%2F%2FwA7AAAEUAXdEiYAUQAAEQYAxyEAAAq0ASMjESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAQ5cAAAq0Ah0dESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAdjkAAAq0AiUlESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAxe8AAAq0AiIiESYAKxE1AAD%2F%2FwBi%2F%2FAENQXdEiYAUgAAEQYAxwYAAAq0AiUlESYAKxE1AAD%2F%2FwBi%2F%2FAEHQXTEiYAUgAAEQYAaugAAAy1AwIvLxEmACsRNTUAAwB%2FAPwEFwSoAAMADgAZABC1AAEBEQwRAC8vEjkvMzEwEzUhFQE0MzIWFRQGIyImETQzMhYVFAYjIiZ%2FA5j9xG81Ozw0NDtvNTs8NDQ7AouOjv7qeT08Oj8%2BAvV5PTw6Pz4AAAMAPf%2B0BFAEkwAVAB4AJwAwQBsSDwcEBgkiHB0hERQIDwQPFkZZDxAEJEZZBBYAPysAGD8rERIAFzkYEMYQxjEwARQCBiMiJwcnNyY1NBI2MzIXNxcHFiUiBgIVFBcBJhM0JwEWMzI2EgQXi%2FSakmRiaW1Ek%2FSWkmpoaXc%2B%2FnBsr2QRAgY2jA39%2FjllZ6tfAsG9%2Fqq%2BQX1Sh2eiwgFOsESBT4FhaZL%2B%2FpdcLQKFL%2F7lVCP9fy2PAQIAAAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAQ5kAAAq0ARoaESYAKxE1AAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAdmgAAAq0ASIiESYAKxE1AAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAxQoAAAq0AR8fESYAKxE1AAD%2F%2FwBx%2F%2BwEXgXTEiYAWAAAEQYAagAAAAy1AgEsLBEmACsRNTX%2F%2F%2F87%2FhQEEgYhEiYAXAAAEQYAduAAAAq0ASIiESYAKxE1AAAAAv%2FV%2FhQEOQYUABcAJAAnQBQEDQARCQAIGxEYRlkREAAfRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMGBwMjATMCBgczPgEzMhYVFAIGEyIGAhUUFjMyNhI1NAIhYpQnCggRZqYBsKhfKBMJZbBfi56K9CBgx3VvaWOraBRmWGhI%2FhoIAP5HokR9aMOw1P6exQPjvv7gl251ogErqOMA%2F%2F%2F%2FO%2F4UBBIF0xImAFwAABEGAGqGAAAMtQIBLCwRJgArETU1AAEAOwAAAc0ESAADAAqzAg8BFQA%2FPzEwMyMTM%2BOo6qgESAAAAAIAlv%2FsBykFzQAVACEAOUAgEBNJWRAQAQwMD0lZDAMKG0lZCgQDFklZAxIBEgEUSVkrABg%2FPysAGD8rABg%2FKxESADkYLysxMCkBBiMgABEQEiQzMhchByEDIQchAyEFMjcTJiMiBgIVFBYF9P1eTlD%2FAP7iwAFP0phVAsUf%2FctkAhAf%2FfBzAjX8pEU29kxznfiJxBQBKwEOAQgBtOwXmf4rlv3mFRMEiRbK%2Fpjax98AAwBi%2F%2BwGrARcACEALgA4ADtAHgIOBQwyGEZZMjIFDC8iDCJGWREMEBwpBSlGWQAFFgA%2FMysRADMYPzMrEQAzERI5GC8rERIAOTkxMAUgJw4BIyImNTQSNjMgFz4BMzIWFRQEISMHFBYzMjY3FQYBIgYCFRQWMzISETQmJSIGBzMyNjU0JgTj%2FvJWRc17uNiW%2FJsBDllLzXeLnP63%2FtApBHuBS4xQov0Cba5gfG6xyncCiX2%2FLBLn8EAU4Wty5MLBAU6x4W16g3m3ylCDkzEjlksD3ZL%2B%2FpuNkgFBAQt8hgS9pnp0MEUAAAEBjwTZA%2FYGIQAOAAyzAwsGAQAvM80yMTABIyYnBgcjNT4BNzMWHwED9mc5aIZsbZF3F54lWyoE2TCNd0YbhYEnY4hCAAAAAAICJwTZA90GgQALABcAFUALDx8JLwk%2FCQMJFQMALzPMXTIxMAEUBiMiJjU0NjMyFgc0JiMiBhUUFjMyNgPdeGNldnxfZXZoQDMxQjs4M0AFsGN0c2JedXJhNT4%2BNTY9PQAAAAABAVAE2QQvBd0AFQAStgUTC4AQAAkAL8QyGt3GMzEwASIuAiMiBgcjEjMyHgIzMjY3MwIDRihLR0MgLDMWZDqtLE9HPhssMxpkQgTbIysjOToBAiQrJDY%2F%2Fv4AAAEANwHVA5ECdQADAAixAAEALzMxMBM3IQc3IwM3IgHVoKAAAAEANwHVB2gCdQADAAixAAEALzMxMBM3IQc3IwcOIgHVoKAAAAEAewPBAggFtgAGAAmyAAMDAD%2FNMTATJzYTMwIHgQZirH%2BTOAPBFtMBDP6nnAAAAAEAfQPBAgwFtgAHAAmyBQcDAD%2FGMTABFw4BByMSNwIECCiOWIGGRQW2Flv%2FhQEqywAAAAAB%2F5z%2B%2BAErAO4ABgAIsQQAAC%2FNMTAlFwYHIxI3ASMIcZ2Bfk7uF%2Bv0AR7YAAIAewPBA3sFtgAGAA0ADbQABwMKAwA%2FM80yMTABJzYTMwIHISc2EzMCBwH0CFDAf6Ip%2FdEGYqx%2FkzgDwRa1ASr%2BhXoW0wEM%2FqecAAACAH0DwQN%2FBbYABwAPAA20DAUPBwMAPzPGMjEwARcOAQcjEjchFwYDIzYSNwIECCiOWIGGRQItCl60fzl1HAW2Flv%2FhQEqyxbO%2Fu9%2BASVSAAL%2FnP74ApwA7gAGAA0ADLMLDQQAAC%2FNMzIxMCUXBgcjEjchFwYDIxI3ASMIcZ2Bfk4CKwlfsIGMP%2B4X6%2FQBHtgXzf7uATy6AAEAxwHsApED6QALAAixCQMAL80xMBM0NjMyFhUUBiMiJseTfVxelIBZXQKskaxiXI2yYwABAFgAcQItA74ABgAStgYAAwMBBQEALy8SOREzMzEwEwEXARMHA1gBh07%2B16xx5wJCAXxR%2FrL%2BgzEBtAABABcAcwHsA8EABgAStgAGAwMFAQUALy8SOREzMzEwCQEnAQM3EwHs%2FnhNASiscegB8P6DUgFNAX0y%2FksAAAAAAf4ZAAAC8AW2AAMACrMDAwISAD8%2FMTAJASMBAvD7wpkEPQW2%2BkoFtgAAAAACAFwCSgLfBbwACgAQACFADw0HBhABBQUJEBADBx4DIAA%2FPxI5LzMzETMRMxEzMTABIwcjNyE3ATMDMyMSNwYPAQLJgSt%2FK%2F6TFwHhhXl%2F%2FkUVFFrNAxTKymUCQ%2F3NAUJJJHH2AAAAAAEAP%2F%2FsBNcFyQAmAEtAKQsXGBdOWQgYBhwdHE1ZAx0PHR8dAgkDGB0YHRIhIQBMWSEHEg1MWRIZAD8rABg%2FKxESADk5GC8vX15dETMrEQAzETMrEQAzMTABIgYHIQchBgchByEQITI3FQYjIgI9ASM3MzY3IzczEgAzMhYXByYDoIzkSwGqGv5HFQsBfR3%2BlwEpe4V%2Fl9TpqhuaCBaXG59hAUXPWY5GUHEFMcbHhUFjg%2F6LN5M7AQv1DINQVIUBCwEaKzGKTgAAAAABAAAjAAABBdMYAAAKCvIABQAk%2F3EABQA3ACkABQA5ACkABQA6ACkABQA8ABQABQBE%2F64ABQBG%2F4UABQBH%2F4UABQBI%2F4UABQBK%2F8MABQBQ%2F8MABQBR%2F8MABQBS%2F4UABQBT%2F8MABQBU%2F4UABQBV%2F8MABQBW%2F8MABQBY%2F8MABQCC%2F3EABQCD%2F3EABQCE%2F3EABQCF%2F3EABQCG%2F3EABQCH%2F3EABQCfABQABQCi%2F4UABQCj%2F64ABQCk%2F64ABQCl%2F64ABQCm%2F64ABQCn%2F64ABQCo%2F64ABQCp%2F4UABQCq%2F4UABQCr%2F4UABQCs%2F4UABQCt%2F4UABQC0%2F4UABQC1%2F4UABQC2%2F4UABQC3%2F4UABQC4%2F4UABQC6%2F4UABQC7%2F8MABQC8%2F8MABQC9%2F8MABQC%2B%2F8MABQDE%2F4UACgAk%2F3EACgA3ACkACgA5ACkACgA6ACkACgA8ABQACgBE%2F64ACgBG%2F4UACgBH%2F4UACgBI%2F4UACgBK%2F8MACgBQ%2F8MACgBR%2F8MACgBS%2F4UACgBT%2F8MACgBU%2F4UACgBV%2F8MACgBW%2F8MACgBY%2F8MACgCC%2F3EACgCD%2F3EACgCE%2F3EACgCF%2F3EACgCG%2F3EACgCH%2F3EACgCfABQACgCi%2F4UACgCj%2F64ACgCk%2F64ACgCl%2F64ACgCm%2F64ACgCn%2F64ACgCo%2F64ACgCp%2F4UACgCq%2F4UACgCr%2F4UACgCs%2F4UACgCt%2F4UACgC0%2F4UACgC1%2F4UACgC2%2F4UACgC3%2F4UACgC4%2F4UACgC6%2F4UACgC7%2F8MACgC8%2F8MACgC9%2F8MACgC%2B%2F8MACgDE%2F4UACwAtALgADwAm%2F5oADwAq%2F5oADwAy%2F5oADwA0%2F5oADwA3%2F3EADwA4%2F9cADwA5%2F4UADwA6%2F4UADwA8%2F4UADwCJ%2F5oADwCU%2F5oADwCV%2F5oADwCW%2F5oADwCX%2F5oADwCY%2F5oADwCa%2F5oADwCb%2F9cADwCc%2F9cADwCd%2F9cADwCe%2F9cADwCf%2F4UADwDD%2F5oAEAA3%2F64AEQAm%2F5oAEQAq%2F5oAEQAy%2F5oAEQA0%2F5oAEQA3%2F3EAEQA4%2F9cAEQA5%2F4UAEQA6%2F4UAEQA8%2F4UAEQCJ%2F5oAEQCU%2F5oAEQCV%2F5oAEQCW%2F5oAEQCX%2F5oAEQCY%2F5oAEQCa%2F5oAEQCb%2F9cAEQCc%2F9cAEQCd%2F9cAEQCe%2F9cAEQCf%2F4UAEQDD%2F5oAJAAF%2F3EAJAAK%2F3EAJAAm%2F9cAJAAq%2F9cAJAAtAQoAJAAy%2F9cAJAA0%2F9cAJAA3%2F3EAJAA5%2F64AJAA6%2F64AJAA8%2F4UAJACJ%2F9cAJACU%2F9cAJACV%2F9cAJACW%2F9cAJACX%2F9cAJACY%2F9cAJACa%2F9cAJACf%2F4UAJADD%2F9cAJADL%2F3EAJADO%2F3EAJQAP%2F64AJQAR%2F64AJQAk%2F9cAJQA3%2F8MAJQA5%2F%2BwAJQA6%2F%2BwAJQA7%2F9cAJQA8%2F%2BwAJQA9%2F%2BwAJQCC%2F9cAJQCD%2F9cAJQCE%2F9cAJQCF%2F9cAJQCG%2F9cAJQCH%2F9cAJQCf%2F%2BwAJQDM%2F64AJQDP%2F64AJgAm%2F9cAJgAq%2F9cAJgAy%2F9cAJgA0%2F9cAJgCJ%2F9cAJgCU%2F9cAJgCV%2F9cAJgCW%2F9cAJgCX%2F9cAJgCY%2F9cAJgCa%2F9cAJgDD%2F9cAJwAP%2F64AJwAR%2F64AJwAk%2F9cAJwA3%2F8MAJwA5%2F%2BwAJwA6%2F%2BwAJwA7%2F9cAJwA8%2F%2BwAJwA9%2F%2BwAJwCC%2F9cAJwCD%2F9cAJwCE%2F9cAJwCF%2F9cAJwCG%2F9cAJwCH%2F9cAJwCf%2F%2BwAJwDM%2F64AJwDP%2F64AKAAtAHsAKQAP%2F4UAKQAR%2F4UAKQAiACkAKQAk%2F9cAKQCC%2F9cAKQCD%2F9cAKQCE%2F9cAKQCF%2F9cAKQCG%2F9cAKQCH%2F9cAKQDM%2F4UAKQDP%2F4UALgAm%2F9cALgAq%2F9cALgAy%2F9cALgA0%2F9cALgCJ%2F9cALgCU%2F9cALgCV%2F9cALgCW%2F9cALgCX%2F9cALgCY%2F9cALgCa%2F9cALgDD%2F9cALwAF%2F1wALwAK%2F1wALwAm%2F9cALwAq%2F9cALwAy%2F9cALwA0%2F9cALwA3%2F9cALwA4%2F%2BwALwA5%2F9cALwA6%2F9cALwA8%2F8MALwCJ%2F9cALwCU%2F9cALwCV%2F9cALwCW%2F9cALwCX%2F9cALwCY%2F9cALwCa%2F9cALwCb%2F%2BwALwCc%2F%2BwALwCd%2F%2BwALwCe%2F%2BwALwCf%2F8MALwDD%2F9cALwDL%2F1wALwDO%2F1wAMgAP%2F64AMgAR%2F64AMgAk%2F9cAMgA3%2F8MAMgA5%2F%2BwAMgA6%2F%2BwAMgA7%2F9cAMgA8%2F%2BwAMgA9%2F%2BwAMgCC%2F9cAMgCD%2F9cAMgCE%2F9cAMgCF%2F9cAMgCG%2F9cAMgCH%2F9cAMgCf%2F%2BwAMgDM%2F64AMgDP%2F64AMwAP%2FvYAMwAR%2FvYAMwAk%2F5oAMwA7%2F9cAMwA9%2F%2BwAMwCC%2F5oAMwCD%2F5oAMwCE%2F5oAMwCF%2F5oAMwCG%2F5oAMwCH%2F5oAMwDM%2FvYAMwDP%2FvYANAAP%2F64ANAAR%2F64ANAAk%2F9cANAA3%2F8MANAA5%2F%2BwANAA6%2F%2BwANAA7%2F9cANAA8%2F%2BwANAA9%2F%2BwANACC%2F9cANACD%2F9cANACE%2F9cANACF%2F9cANACG%2F9cANACH%2F9cANACf%2F%2BwANADM%2F64ANADP%2F64ANwAP%2F4UANwAQ%2F64ANwAR%2F4UANwAiACkANwAk%2F3EANwAm%2F9cANwAq%2F9cANwAy%2F9cANwA0%2F9cANwA3ACkANwBE%2F1wANwBG%2F3EANwBH%2F3EANwBI%2F3EANwBK%2F3EANwBQ%2F5oANwBR%2F5oANwBS%2F3EANwBT%2F5oANwBU%2F3EANwBV%2F5oANwBW%2F4UANwBY%2F5oANwBZ%2F9cANwBa%2F9cANwBb%2F9cANwBc%2F9cANwBd%2F64ANwCC%2F3EANwCD%2F3EANwCE%2F3EANwCF%2F3EANwCG%2F3EANwCH%2F3EANwCJ%2F9cANwCU%2F9cANwCV%2F9cANwCW%2F9cANwCX%2F9cANwCY%2F9cANwCa%2F9cANwCi%2F3EANwCj%2F1wANwCk%2F1wANwCl%2F1wANwCm%2F1wANwCn%2F1wANwCo%2F1wANwCp%2F3EANwCq%2F3EANwCr%2F3EANwCs%2F3EANwCt%2F3EANwC0%2F3EANwC1%2F3EANwC2%2F3EANwC3%2F3EANwC4%2F3EANwC6%2F3EANwC7%2F5oANwC8%2F5oANwC9%2F5oANwC%2B%2F5oANwC%2F%2F9cANwDD%2F9cANwDE%2F3EANwDI%2F64ANwDJ%2F64ANwDM%2F4UANwDP%2F4UAOAAP%2F9cAOAAR%2F9cAOAAk%2F%2BwAOACC%2F%2BwAOACD%2F%2BwAOACE%2F%2BwAOACF%2F%2BwAOACG%2F%2BwAOACH%2F%2BwAOADM%2F9cAOADP%2F9cAOQAP%2F5oAOQAR%2F5oAOQAiACkAOQAk%2F64AOQAm%2F%2BwAOQAq%2F%2BwAOQAy%2F%2BwAOQA0%2F%2BwAOQBE%2F9cAOQBG%2F9cAOQBH%2F9cAOQBI%2F9cAOQBK%2F%2BwAOQBQ%2F%2BwAOQBR%2F%2BwAOQBS%2F9cAOQBT%2F%2BwAOQBU%2F9cAOQBV%2F%2BwAOQBW%2F%2BwAOQBY%2F%2BwAOQCC%2F64AOQCD%2F64AOQCE%2F64AOQCF%2F64AOQCG%2F64AOQCH%2F64AOQCJ%2F%2BwAOQCU%2F%2BwAOQCV%2F%2BwAOQCW%2F%2BwAOQCX%2F%2BwAOQCY%2F%2BwAOQCa%2F%2BwAOQCi%2F9cAOQCj%2F9cAOQCk%2F9cAOQCl%2F9cAOQCm%2F9cAOQCn%2F9cAOQCo%2F9cAOQCp%2F9cAOQCq%2F9cAOQCr%2F9cAOQCs%2F9cAOQCt%2F9cAOQC0%2F9cAOQC1%2F9cAOQC2%2F9cAOQC3%2F9cAOQC4%2F9cAOQC6%2F9cAOQC7%2F%2BwAOQC8%2F%2BwAOQC9%2F%2BwAOQC%2B%2F%2BwAOQDD%2F%2BwAOQDE%2F9cAOQDM%2F5oAOQDP%2F5oAOgAP%2F5oAOgAR%2F5oAOgAiACkAOgAk%2F64AOgAm%2F%2BwAOgAq%2F%2BwAOgAy%2F%2BwAOgA0%2F%2BwAOgBE%2F9cAOgBG%2F9cAOgBH%2F9cAOgBI%2F9cAOgBK%2F%2BwAOgBQ%2F%2BwAOgBR%2F%2BwAOgBS%2F9cAOgBT%2F%2BwAOgBU%2F9cAOgBV%2F%2BwAOgBW%2F%2BwAOgBY%2F%2BwAOgCC%2F64AOgCD%2F64AOgCE%2F64AOgCF%2F64AOgCG%2F64AOgCH%2F64AOgCJ%2F%2BwAOgCU%2F%2BwAOgCV%2F%2BwAOgCW%2F%2BwAOgCX%2F%2BwAOgCY%2F%2BwAOgCa%2F%2BwAOgCi%2F9cAOgCj%2F9cAOgCk%2F9cAOgCl%2F9cAOgCm%2F9cAOgCn%2F9cAOgCo%2F9cAOgCp%2F9cAOgCq%2F9cAOgCr%2F9cAOgCs%2F9cAOgCt%2F9cAOgC0%2F9cAOgC1%2F9cAOgC2%2F9cAOgC3%2F9cAOgC4%2F9cAOgC6%2F9cAOgC7%2F%2BwAOgC8%2F%2BwAOgC9%2F%2BwAOgC%2B%2F%2BwAOgDD%2F%2BwAOgDE%2F9cAOgDM%2F5oAOgDP%2F5oAOwAm%2F9cAOwAq%2F9cAOwAy%2F9cAOwA0%2F9cAOwCJ%2F9cAOwCU%2F9cAOwCV%2F9cAOwCW%2F9cAOwCX%2F9cAOwCY%2F9cAOwCa%2F9cAOwDD%2F9cAPAAP%2F4UAPAAR%2F4UAPAAiACkAPAAk%2F4UAPAAm%2F9cAPAAq%2F9cAPAAy%2F9cAPAA0%2F9cAPABE%2F5oAPABG%2F5oAPABH%2F5oAPABI%2F5oAPABK%2F9cAPABQ%2F8MAPABR%2F8MAPABS%2F5oAPABT%2F8MAPABU%2F5oAPABV%2F8MAPABW%2F64APABY%2F8MAPABd%2F9cAPACC%2F4UAPACD%2F4UAPACE%2F4UAPACF%2F4UAPACG%2F4UAPACH%2F4UAPACJ%2F9cAPACU%2F9cAPACV%2F9cAPACW%2F9cAPACX%2F9cAPACY%2F9cAPACa%2F9cAPACi%2F5oAPACj%2F5oAPACk%2F5oAPACl%2F5oAPACm%2F5oAPACn%2F5oAPACo%2F5oAPACp%2F5oAPACq%2F5oAPACr%2F5oAPACs%2F5oAPACt%2F5oAPAC0%2F5oAPAC1%2F5oAPAC2%2F5oAPAC3%2F5oAPAC4%2F5oAPAC6%2F5oAPAC7%2F8MAPAC8%2F8MAPAC9%2F8MAPAC%2B%2F8MAPADD%2F9cAPADE%2F5oAPADM%2F4UAPADP%2F4UAPQAm%2F%2BwAPQAq%2F%2BwAPQAy%2F%2BwAPQA0%2F%2BwAPQCJ%2F%2BwAPQCU%2F%2BwAPQCV%2F%2BwAPQCW%2F%2BwAPQCX%2F%2BwAPQCY%2F%2BwAPQCa%2F%2BwAPQDD%2F%2BwAPgAtALgARAAF%2F%2BwARAAK%2F%2BwARADL%2F%2BwARADO%2F%2BwARQAF%2F%2BwARQAK%2F%2BwARQBZ%2F9cARQBa%2F9cARQBb%2F9cARQBc%2F9cARQBd%2F%2BwARQC%2F%2F9cARQDL%2F%2BwARQDO%2F%2BwARgAFACkARgAKACkARgDLACkARgDOACkASAAF%2F%2BwASAAK%2F%2BwASABZ%2F9cASABa%2F9cASABb%2F9cASABc%2F9cASABd%2F%2BwASAC%2F%2F9cASADL%2F%2BwASADO%2F%2BwASQAFAHsASQAKAHsASQDLAHsASQDOAHsASwAF%2F%2BwASwAK%2F%2BwASwDL%2F%2BwASwDO%2F%2BwATgBG%2F9cATgBH%2F9cATgBI%2F9cATgBS%2F9cATgBU%2F9cATgCi%2F9cATgCp%2F9cATgCq%2F9cATgCr%2F9cATgCs%2F9cATgCt%2F9cATgC0%2F9cATgC1%2F9cATgC2%2F9cATgC3%2F9cATgC4%2F9cATgC6%2F9cATgDE%2F9cAUAAF%2F%2BwAUAAK%2F%2BwAUADL%2F%2BwAUADO%2F%2BwAUQAF%2F%2BwAUQAK%2F%2BwAUQDL%2F%2BwAUQDO%2F%2BwAUgAF%2F%2BwAUgAK%2F%2BwAUgBZ%2F9cAUgBa%2F9cAUgBb%2F9cAUgBc%2F9cAUgBd%2F%2BwAUgC%2F%2F9cAUgDL%2F%2BwAUgDO%2F%2BwAUwAF%2F%2BwAUwAK%2F%2BwAUwBZ%2F9cAUwBa%2F9cAUwBb%2F9cAUwBc%2F9cAUwBd%2F%2BwAUwC%2F%2F9cAUwDL%2F%2BwAUwDO%2F%2BwAVQAFAFIAVQAKAFIAVQBE%2F9cAVQBG%2F9cAVQBH%2F9cAVQBI%2F9cAVQBK%2F%2BwAVQBS%2F9cAVQBU%2F9cAVQCi%2F9cAVQCj%2F9cAVQCk%2F9cAVQCl%2F9cAVQCm%2F9cAVQCn%2F9cAVQCo%2F9cAVQCp%2F9cAVQCq%2F9cAVQCr%2F9cAVQCs%2F9cAVQCt%2F9cAVQC0%2F9cAVQC1%2F9cAVQC2%2F9cAVQC3%2F9cAVQC4%2F9cAVQC6%2F9cAVQDE%2F9cAVQDLAFIAVQDOAFIAVwAFACkAVwAKACkAVwDLACkAVwDOACkAWQAFAFIAWQAKAFIAWQAP%2F64AWQAR%2F64AWQAiACkAWQDLAFIAWQDM%2F64AWQDOAFIAWQDP%2F64AWgAFAFIAWgAKAFIAWgAP%2F64AWgAR%2F64AWgAiACkAWgDLAFIAWgDM%2F64AWgDOAFIAWgDP%2F64AWwBG%2F9cAWwBH%2F9cAWwBI%2F9cAWwBS%2F9cAWwBU%2F9cAWwCi%2F9cAWwCp%2F9cAWwCq%2F9cAWwCr%2F9cAWwCs%2F9cAWwCt%2F9cAWwC0%2F9cAWwC1%2F9cAWwC2%2F9cAWwC3%2F9cAWwC4%2F9cAWwC6%2F9cAWwDE%2F9cAXAAFAFIAXAAKAFIAXAAP%2F64AXAAR%2F64AXAAiACkAXADLAFIAXADM%2F64AXADOAFIAXADP%2F64AXgAtALgAggAF%2F3EAggAK%2F3EAggAm%2F9cAggAq%2F9cAggAtAQoAggAy%2F9cAggA0%2F9cAggA3%2F3EAggA5%2F64AggA6%2F64AggA8%2F4UAggCJ%2F9cAggCU%2F9cAggCV%2F9cAggCW%2F9cAggCX%2F9cAggCY%2F9cAggCa%2F9cAggCf%2F4UAggDD%2F9cAggDL%2F3EAggDO%2F3EAgwAF%2F3EAgwAK%2F3EAgwAm%2F9cAgwAq%2F9cAgwAtAQoAgwAy%2F9cAgwA0%2F9cAgwA3%2F3EAgwA5%2F64AgwA6%2F64AgwA8%2F4UAgwCJ%2F9cAgwCU%2F9cAgwCV%2F9cAgwCW%2F9cAgwCX%2F9cAgwCY%2F9cAgwCa%2F9cAgwCf%2F4UAgwDD%2F9cAgwDL%2F3EAgwDO%2F3EAhAAF%2F3EAhAAK%2F3EAhAAm%2F9cAhAAq%2F9cAhAAtAQoAhAAy%2F9cAhAA0%2F9cAhAA3%2F3EAhAA5%2F64AhAA6%2F64AhAA8%2F4UAhACJ%2F9cAhACU%2F9cAhACV%2F9cAhACW%2F9cAhACX%2F9cAhACY%2F9cAhACa%2F9cAhACf%2F4UAhADD%2F9cAhADL%2F3EAhADO%2F3EAhQAF%2F3EAhQAK%2F3EAhQAm%2F9cAhQAq%2F9cAhQAtAQoAhQAy%2F9cAhQA0%2F9cAhQA3%2F3EAhQA5%2F64AhQA6%2F64AhQA8%2F4UAhQCJ%2F9cAhQCU%2F9cAhQCV%2F9cAhQCW%2F9cAhQCX%2F9cAhQCY%2F9cAhQCa%2F9cAhQCf%2F4UAhQDD%2F9cAhQDL%2F3EAhQDO%2F3EAhgAF%2F3EAhgAK%2F3EAhgAm%2F9cAhgAq%2F9cAhgAtAQoAhgAy%2F9cAhgA0%2F9cAhgA3%2F3EAhgA5%2F64AhgA6%2F64AhgA8%2F4UAhgCJ%2F9cAhgCU%2F9cAhgCV%2F9cAhgCW%2F9cAhgCX%2F9cAhgCY%2F9cAhgCa%2F9cAhgCf%2F4UAhgDD%2F9cAhgDL%2F3EAhgDO%2F3EAhwAF%2F3EAhwAK%2F3EAhwAm%2F9cAhwAq%2F9cAhwAtAQoAhwAy%2F9cAhwA0%2F9cAhwA3%2F3EAhwA5%2F64AhwA6%2F64AhwA8%2F4UAhwCJ%2F9cAhwCU%2F9cAhwCV%2F9cAhwCW%2F9cAhwCX%2F9cAhwCY%2F9cAhwCa%2F9cAhwCf%2F4UAhwDD%2F9cAhwDL%2F3EAhwDO%2F3EAiAAtAHsAiQAm%2F9cAiQAq%2F9cAiQAy%2F9cAiQA0%2F9cAiQCJ%2F9cAiQCU%2F9cAiQCV%2F9cAiQCW%2F9cAiQCX%2F9cAiQCY%2F9cAiQCa%2F9cAiQDD%2F9cAigAtAHsAiwAtAHsAjAAtAHsAjQAtAHsAkgAP%2F64AkgAR%2F64AkgAk%2F9cAkgA3%2F8MAkgA5%2F%2BwAkgA6%2F%2BwAkgA7%2F9cAkgA8%2F%2BwAkgA9%2F%2BwAkgCC%2F9cAkgCD%2F9cAkgCE%2F9cAkgCF%2F9cAkgCG%2F9cAkgCH%2F9cAkgCf%2F%2BwAkgDM%2F64AkgDP%2F64AlAAP%2F64AlAAR%2F64AlAAk%2F9cAlAA3%2F8MAlAA5%2F%2BwAlAA6%2F%2BwAlAA7%2F9cAlAA8%2F%2BwAlAA9%2F%2BwAlACC%2F9cAlACD%2F9cAlACE%2F9cAlACF%2F9cAlACG%2F9cAlACH%2F9cAlACf%2F%2BwAlADM%2F64AlADP%2F64AlQAP%2F64AlQAR%2F64AlQAk%2F9cAlQA3%2F8MAlQA5%2F%2BwAlQA6%2F%2BwAlQA7%2F9cAlQA8%2F%2BwAlQA9%2F%2BwAlQCC%2F9cAlQCD%2F9cAlQCE%2F9cAlQCF%2F9cAlQCG%2F9cAlQCH%2F9cAlQCf%2F%2BwAlQDM%2F64AlQDP%2F64AlgAP%2F64AlgAR%2F64AlgAk%2F9cAlgA3%2F8MAlgA5%2F%2BwAlgA6%2F%2BwAlgA7%2F9cAlgA8%2F%2BwAlgA9%2F%2BwAlgCC%2F9cAlgCD%2F9cAlgCE%2F9cAlgCF%2F9cAlgCG%2F9cAlgCH%2F9cAlgCf%2F%2BwAlgDM%2F64AlgDP%2F64AlwAP%2F64AlwAR%2F64AlwAk%2F9cAlwA3%2F8MAlwA5%2F%2BwAlwA6%2F%2BwAlwA7%2F9cAlwA8%2F%2BwAlwA9%2F%2BwAlwCC%2F9cAlwCD%2F9cAlwCE%2F9cAlwCF%2F9cAlwCG%2F9cAlwCH%2F9cAlwCf%2F%2BwAlwDM%2F64AlwDP%2F64AmAAP%2F64AmAAR%2F64AmAAk%2F9cAmAA3%2F8MAmAA5%2F%2BwAmAA6%2F%2BwAmAA7%2F9cAmAA8%2F%2BwAmAA9%2F%2BwAmACC%2F9cAmACD%2F9cAmACE%2F9cAmACF%2F9cAmACG%2F9cAmACH%2F9cAmACf%2F%2BwAmADM%2F64AmADP%2F64AmgAP%2F64AmgAR%2F64AmgAk%2F9cAmgA3%2F8MAmgA5%2F%2BwAmgA6%2F%2BwAmgA7%2F9cAmgA8%2F%2BwAmgA9%2F%2BwAmgCC%2F9cAmgCD%2F9cAmgCE%2F9cAmgCF%2F9cAmgCG%2F9cAmgCH%2F9cAmgCf%2F%2BwAmgDM%2F64AmgDP%2F64AmwAP%2F9cAmwAR%2F9cAmwAk%2F%2BwAmwCC%2F%2BwAmwCD%2F%2BwAmwCE%2F%2BwAmwCF%2F%2BwAmwCG%2F%2BwAmwCH%2F%2BwAmwDM%2F9cAmwDP%2F9cAnAAP%2F9cAnAAR%2F9cAnAAk%2F%2BwAnACC%2F%2BwAnACD%2F%2BwAnACE%2F%2BwAnACF%2F%2BwAnACG%2F%2BwAnACH%2F%2BwAnADM%2F9cAnADP%2F9cAnQAP%2F9cAnQAR%2F9cAnQAk%2F%2BwAnQCC%2F%2BwAnQCD%2F%2BwAnQCE%2F%2BwAnQCF%2F%2BwAnQCG%2F%2BwAnQCH%2F%2BwAnQDM%2F9cAnQDP%2F9cAngAP%2F9cAngAR%2F9cAngAk%2F%2BwAngCC%2F%2BwAngCD%2F%2BwAngCE%2F%2BwAngCF%2F%2BwAngCG%2F%2BwAngCH%2F%2BwAngDM%2F9cAngDP%2F9cAnwAP%2F4UAnwAR%2F4UAnwAiACkAnwAk%2F4UAnwAm%2F9cAnwAq%2F9cAnwAy%2F9cAnwA0%2F9cAnwBE%2F5oAnwBG%2F5oAnwBH%2F5oAnwBI%2F5oAnwBK%2F9cAnwBQ%2F8MAnwBR%2F8MAnwBS%2F5oAnwBT%2F8MAnwBU%2F5oAnwBV%2F8MAnwBW%2F64AnwBY%2F8MAnwBd%2F9cAnwCC%2F4UAnwCD%2F4UAnwCE%2F4UAnwCF%2F4UAnwCG%2F4UAnwCH%2F4UAnwCJ%2F9cAnwCU%2F9cAnwCV%2F9cAnwCW%2F9cAnwCX%2F9cAnwCY%2F9cAnwCa%2F9cAnwCi%2F5oAnwCj%2F5oAnwCk%2F5oAnwCl%2F5oAnwCm%2F5oAnwCn%2F5oAnwCo%2F5oAnwCp%2F5oAnwCq%2F5oAnwCr%2F5oAnwCs%2F5oAnwCt%2F5oAnwC0%2F5oAnwC1%2F5oAnwC2%2F5oAnwC3%2F5oAnwC4%2F5oAnwC6%2F5oAnwC7%2F8MAnwC8%2F8MAnwC9%2F8MAnwC%2B%2F8MAnwDD%2F9cAnwDE%2F5oAnwDM%2F4UAnwDP%2F4UAoAAP%2FvYAoAAR%2FvYAoAAk%2F5oAoAA7%2F9cAoAA9%2F%2BwAoACC%2F5oAoACD%2F5oAoACE%2F5oAoACF%2F5oAoACG%2F5oAoACH%2F5oAoADM%2FvYAoADP%2FvYAogAF%2F%2BwAogAK%2F%2BwAogDL%2F%2BwAogDO%2F%2BwAowAF%2F%2BwAowAK%2F%2BwAowDL%2F%2BwAowDO%2F%2BwApAAF%2F%2BwApAAK%2F%2BwApADL%2F%2BwApADO%2F%2BwApQAF%2F%2BwApQAK%2F%2BwApQDL%2F%2BwApQDO%2F%2BwApgAF%2F%2BwApgAK%2F%2BwApgDL%2F%2BwApgDO%2F%2BwApwAF%2F%2BwApwAK%2F%2BwApwDL%2F%2BwApwDO%2F%2BwAqgAF%2F%2BwAqgAK%2F%2BwAqgBZ%2F9cAqgBa%2F9cAqgBb%2F9cAqgBc%2F9cAqgBd%2F%2BwAqgC%2F%2F9cAqgDL%2F%2BwAqgDO%2F%2BwAqwAF%2F%2BwAqwAK%2F%2BwAqwBZ%2F9cAqwBa%2F9cAqwBb%2F9cAqwBc%2F9cAqwBd%2F%2BwAqwC%2F%2F9cAqwDL%2F%2BwAqwDO%2F%2BwArAAF%2F%2BwArAAK%2F%2BwArABZ%2F9cArABa%2F9cArABb%2F9cArABc%2F9cArABd%2F%2BwArAC%2F%2F9cArADL%2F%2BwArADO%2F%2BwArQAF%2F%2BwArQAK%2F%2BwArQBZ%2F9cArQBa%2F9cArQBb%2F9cArQBc%2F9cArQBd%2F%2BwArQC%2F%2F9cArQDL%2F%2BwArQDO%2F%2BwAsgAF%2F%2BwAsgAK%2F%2BwAsgBZ%2F9cAsgBa%2F9cAsgBb%2F9cAsgBc%2F9cAsgBd%2F%2BwAsgC%2F%2F9cAsgDL%2F%2BwAsgDO%2F%2BwAtAAF%2F%2BwAtAAK%2F%2BwAtABZ%2F9cAtABa%2F9cAtABb%2F9cAtABc%2F9cAtABd%2F%2BwAtAC%2F%2F9cAtADL%2F%2BwAtADO%2F%2BwAtQAF%2F%2BwAtQAK%2F%2BwAtQBZ%2F9cAtQBa%2F9cAtQBb%2F9cAtQBc%2F9cAtQBd%2F%2BwAtQC%2F%2F9cAtQDL%2F%2BwAtQDO%2F%2BwAtgAF%2F%2BwAtgAK%2F%2BwAtgBZ%2F9cAtgBa%2F9cAtgBb%2F9cAtgBc%2F9cAtgBd%2F%2BwAtgC%2F%2F9cAtgDL%2F%2BwAtgDO%2F%2BwAuAAF%2F9cAuAAK%2F9cAuADL%2F9cAuADO%2F9cAugAF%2F%2BwAugAK%2F%2BwAugBZ%2F9cAugBa%2F9cAugBb%2F9cAugBc%2F9cAugBd%2F%2BwAugC%2F%2F9cAugDL%2F%2BwAugDO%2F%2BwAvwAFAFIAvwAKAFIAvwAP%2F64AvwAR%2F64AvwAiACkAvwDLAFIAvwDM%2F64AvwDOAFIAvwDP%2F64AwAAF%2F%2BwAwAAK%2F%2BwAwABZ%2F9cAwABa%2F9cAwABb%2F9cAwABc%2F9cAwABd%2F%2BwAwAC%2F%2F9cAwADL%2F%2BwAwADO%2F%2BwAwQAFAFIAwQAKAFIAwQAP%2F64AwQAR%2F64AwQAiACkAwQDLAFIAwQDM%2F64AwQDOAFIAwQDP%2F64AwwAtAHsAyAA3%2F64AyQA3%2F64AygAk%2F3EAygA3ACkAygA5ACkAygA6ACkAygA8ABQAygBE%2F64AygBG%2F4UAygBH%2F4UAygBI%2F4UAygBK%2F8MAygBQ%2F8MAygBR%2F8MAygBS%2F4UAygBT%2F8MAygBU%2F4UAygBV%2F8MAygBW%2F8MAygBY%2F8MAygCC%2F3EAygCD%2F3EAygCE%2F3EAygCF%2F3EAygCG%2F3EAygCH%2F3EAygCfABQAygCi%2F4UAygCj%2F64AygCk%2F64AygCl%2F64AygCm%2F64AygCn%2F64AygCo%2F64AygCp%2F4UAygCq%2F4UAygCr%2F4UAygCs%2F4UAygCt%2F4UAygC0%2F4UAygC1%2F4UAygC2%2F4UAygC3%2F4UAygC4%2F4UAygC6%2F4UAygC7%2F8MAygC8%2F8MAygC9%2F8MAygC%2B%2F8MAygDE%2F4UAywAk%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%2F5oAAAAaAT4AAQAAAAAAAAA5AHQAAQAAAAAAAQAJAMIAAQAAAAAAAgAGANoAAQAAAAAAAwAlAS0AAQAAAAAABAAQAXUAAQAAAAAABQAMAaAAAQAAAAAABgAPAc0AAQAAAAAABwBSAoMAAQAAAAAACAAUAwAAAQAAAAAACwAcA08AAQAAAAAADAAuA8oAAQAAAAAADQAuBFcAAQAAAAAADgAqBNwAAwABBAkAAAByAAAAAwABBAkAAQASAK4AAwABBAkAAgAMAMwAAwABBAkAAwBKAOEAAwABBAkABAAgAVMAAwABBAkABQAYAYYAAwABBAkABgAeAa0AAwABBAkABwCkAd0AAwABBAkACAAoAtYAAwABBAkACwA4AxUAAwABBAkADABcA2wAAwABBAkADQBcA%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%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%2BALACIz6xAQIGDLAKI2VCsAsjQgGwASM%2FALACIz%2BxAQIGDLAGI2VCsAcjQrABFgEtLLCAsAJDULABsAJDVFtYISMQsCAayRuKEO1ZLSywWSstLIoQ5S1ApQkhSCBVIAEeVR9IHlUfHgEPHj8erx4DT0YcH05NGx9NRhofJjQQVSUk%2Fx8ZE%2F8fBwT%2FHwYD%2Fx9MSxwfS0YbHxMzElUFAQNVBDMDVR8DAQ8DPwOvAwPLSttK60oDy0kBSEYSH0dGEh9JRgEjSCJVHDMbVRYzFVURAQ9VEDMPVc8PAR8PAQ8P3w%2F%2FDwMGAgEAVQEzAFVvAH8ArwDvAAQQAAGAFgEFAbgBkLFUUysrS7gH%2F1JLsAlQW7ABiLAlU7ABiLBAUVqwBoiwAFVaW1ixAQGOWYWNjQBCHUuwMlNYsCAdWUuwZFNYsBAdsRYAQllzcysrXnN0dCsrKysrdCsrc3NzdCsrKysrKysrKysrKytzdCsrKxheBhQAFwBOBbYAFwB1BbYFzQAAAAAAAAAAAAAAAAAABFIAFACGAAD%2F7AAAAAD%2F7AAAAAD%2F7AAA%2FhT%2F7AAABbYAFfyU%2F%2Bv%2Bef%2F0%2Fqj%2BqAAX%2FrwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAwAC4ALAAowCUAMAAzQDFAM8AugCaATEAsgAAAAAAAAAAAAAAAAAsAEoAngEIAXIB3AHwAhACMAJaAnwClAKoAsQC2gMWAzYDdAPIBAQERgSeBL4FHAVwBaIF0AXqBg4GKAZ2BvYHJgdyB6oH4AgOCDQIfAikCLgI3AkGCSAJVgmGCcYJ%2BgpGCoIKygrqCxwLQguEC64Lzgv2DBIMJgxCDF4McAyKDNINIA1UDaQN8A42DroO9g8mD2oPmA%2BqD%2FoQMhBsELYRBBEuEXIRsBHqEgwSThJ4Eq4S2BMmEzgThBO8E7wT5hQqFHYUwBUKFSgVjhW8FiwWbBaWFrAWuBcsFz4XbBeeF9IYGhg0GHIYmBiiGNAY8BkiGU4ZZBl6GZAZ4hn0GgYaGBoqGj4aUBqaGqYauBrKGtwa8BsCGxQbJhs6G4YbmBuqG7wbzhvgG%2FQcIBx%2BHJAcohy0HMgc2h0SHXwdjh2gHbIdxB3WHegeaB50HoYemB6qHrwezh7gHvIfBh9oH3ofjB%2BeH7Afwh%2FUIBAgaiB8II4goCCyIMQhFCEmITghkiIGIigiXCKSIqQitiLQIuwjAiMqI1QjeCOSI6wjxiPcJBIkfAAAAAIAIf%2FlAlgFtgADAA8AGEALAQENAgMNB1FZDRMAPysAGD8SOS8xMAEjEyEBNDYzMhYVFAYjIiYBULCoARD9yVtVOUReTD5FAbwD%2BvqqUGRBPU9iQwAAAAACANUDpgN9BbYAAwAHAA20BgIHAwMAPzPNMjEwAQMjEyEDIxMCBJeYSAJgmJlKBbb98AIQ%2FfACEAAAAAACADMAAAU3BbYAGwAfADNAGAAfEBAZFREECAwMARwNEQ0RChcTAwYKEgA%2FMz8zEjk5Ly8zMzMRMzMRMzMzETMzMTABAyEHIQMjEyMDIxMjNyETITchEzMDMxMzAzMHATMTIwQMVAEPD%2F7RebR7%2BHmudfoRARhU%2FvgQASd5snn8ea55%2FA785fpS%2BgNo%2FuKo%2Fl4Bov5eAaKoAR6oAab%2BWgGm%2Flqo%2FuIBHgADAD3%2FiQRIBhIAHwAlACsAQUAiFUAPEkgcJQ0DKysTBAZAIAwGDE9ZAwYVE0AbJhMmTVkWEwAvMysRADMaGBDNLzMrEQAzGhgQzRI5ERczKzEwARQGDwEjNyYnNR4BFxMuATU0Nj8BMwcWFwcmJwMeAgE%2BATU0JwMOARUUFwPb79othy3FiU7LXFSch%2B3OJYcjoYBWhm5QgHU4%2FmBWZXMOWVluAe6s0hTT0w1D0So4AgGDOKV1p8kRo6UQQrlCCP6NM1hy%2FuELYk1lLAJEC11MYikAAAUAjf%2FsBkYFywALABkAHQApADcAJ0ATHjUGEDUQNRAcHQMcEgAXByQuEwA%2FMz8zPz8SOTkvLxEzETMxMAEiDgEVFDMyPgE1NBcUAgYjIiY1NBI2MzIWJQEjARMiDgEVFDMyPgE1NBcUAgYjIiY1NBI2MzIWAhI3WDVQNFc7wW%2B2c3yEarN3f4UCwvvDwwQ%2BDDRXOVE0WDvBb7Zxf4Vqs3Z%2FiAUjeuBnh3TrZoOBoP7Nmp6VpgEnlpiD%2BkoFtv0lc%2BNshnXoaIN%2Fof7LmpmSqwEqlZYAAwBC%2F%2BwFWgXNAAoAFAAxADRAHQUYIw8ELx0kDiksBCYmHSsSHQBLWR0ELwtLWS8TAD8rABg%2FKwAYPxI5Ehc5ERIXOTEwASIGFRQXPgE1NCYBMjY3AQ4BFRQWJTQ2NyY1NDYzMhYVFAYHEzY3MwIHEyEnDgEjIiYC7FdePpNpSP7TTYxK%2FviFYXD%2BoavJWOG5oLizzOttSOlxuM3%2B615q0ny%2B0wUSbFhtXEt1REJH%2B542NwF9SodWVm2uk9Zil4S01aKJgcpb%2Frpwt%2F7yuP7pg1BHwwABANUDpgIEBbYAAwAJsgIDAwA%2FzTEwAQMjEwIEl5hIBbb98AIQAAAAAQBO%2FrwDFwW2AAoACrMJJwMDAD8%2FMTATEBIBMwAREBMjAk75AP%2FR%2Fg5zt5MBFAFXAkMBCP3c%2FX7%2Bt%2F71AQUAAAH%2FZv68Ai8FtgAKAAqzBCcIAwA%2FPzEwARACASMAERADMxICL%2Fb%2B%2FtEB8nO3kwNc%2Fqr9wf71AiQCggFHAQ3%2B9wABAMECVgSDBh8ADgAJsgYOAAA%2FzTEwAQMlByUTBwsBJwElNwUTA2R0AZMM%2FpGqzWbjogEl%2FqJHAWIlBfT%2BkRfNLf6XPQFz%2FsiQAQpkw7IBfwAAAAABAHUBAAQdBKgACwAStwkBAgFSWQYCAC8zKxEAMzEwASE1IREzESEVIREjAfD%2BhQF7tAF5%2Foe0Ane0AX3%2Bg7T%2BiQAAAAH%2Fmv74AVYA7gAGAAixBAAAL80xMCUXAgcjNhMBTgh9jbJpX%2B4X%2Fvzb7gEIAAAAAAEALwG%2BAlICiQADAAu0AQBMWQEALysxMBM3IQcvLQH2LQG%2By8sAAAABACH%2F4wFOARQACwAMtQkDUVkJEwA%2FKzEwNzQ2MzIWFRQGIyImIV5UOENfTUI%2FXlNjPz1OZ0cAAAH%2FpAAAA7gFtgADAAqzAwMCEgA%2FPzEwCQEjAQO4%2FNXpAysFtvpKBbYAAAAAAgBc%2F%2BwETAXNAA0AGgAXQAwLDk1ZCwcEFU1ZBBkAPysAGD8rMTABEAIEIyICNRASJDMyFiUiBgIVFBYzMjYSNRAETJ7%2B6LnCv6YBF7a7wv5wYaZrTlpkpWMD9P7O%2Fh%2F1AP%2FsARwB5PbtKOD%2Bb8KPluMBltMBDAAAAQDyAAADtAW2AAoAELYHBAEJBgEYAD8%2FEjk5MTAhIxM2NwYPAScBMwJ97r0cNjlOu2oB%2FMYDZpauNy91qgE9AAH%2F7gAABD8FywAbAB1ADxEKTVkRBwIaAQEaTlkBGAA%2FKxESADkYPysxMCkBNwE%2BAjU0JiMiBgcnPgEzMhYVFA4BBwEVIQOP%2FF8kAdewfThjWkaKZXN43nW11k6oyP7JAm60AaafkHtGVWM8T6BhU7qebLrDq%2F74CAAAAAABAB%2F%2F7AQ%2FBcsAKAAtQBcDFxgYF09ZGBgLJiYfTVkmBwsRTVkLGQA%2FKwAYPysREgA5GC8rERIAOTEwARQGBxUeARUUBgQjIic1HgEzMjY1NCEjNzMyNjU0JiMiBgcnPgEzMhYEP8aqf4uI%2Fv%2Bw4aBUy16dsP7qhSVqpM9jWkiVWGh403m3zgSBntQfBxike4XPck%2FXMTWPfdu3lX1PWzM7oVFBsQAAAAAC%2F%2FwAAARCBboACgASAClAFwEFEgVNWQkPEh8SAlASARISAw8HBgMYAD8%2FMxI5L11dMysRADMxMAEjAyMTITcBMwMzIRM2NyMGBwEEF8lE5UX9kiUDI%2F7Jyf5RRB9FCDNU%2FloBPf7DAT3FA7j8SAE1iPFWZP4MAAABADX%2F7ARYBbYAGwAmQBQAEk9ZAAAHFhYZTlkWBgcMTVkHGQA%2FKwAYPysREgA5GC8rMTABMhYVFAYEIyInNRYzMjY1NCYjIgcnEyEHIQM2AmK114z%2B9L7WjaevrcJ8fl%2BCWMgCyS3%2BBmpdA4vPtqH0hU%2FZZKaTaX8jRALE0f6UEgAAAAACAG%2F%2F7ARtBcsAGQAoAC1AFw0XEBAgT1kQEBcFBQpNWQUHFxpNWRcZAD8rABg%2FKxESADkYLysREgA5MTATNBoBJDMyFwcmIyIAAzM2MzIWFRQCBiMiJgUyPgE1NCMiDgMXFBZvedEBJcR1VitIbc3%2B%2BEEGfcmcr4nqmcLRAaNRfESyM1lFMB4CYwG%2BzQGSARySGcIW%2Fv3%2B%2BarGraL%2B6o%2FwLmGsZsgmOkddQ26GAAAAAAEAfQAABJwFtgAGABhACwAYBQIDAwJOWQMGAD8rERIAORg%2FMTAzASE3IQcBfQLy%2FV4rA6Qh%2FQoE6c2o%2BvIAAAADAEz%2F7AReBc0AFwAjAC8AKUAUBhIYGCoqDQAAJE9ZAAcNHk9ZDRkAPysAGD8rERIAORgvMxI5OTEwATIWFRQGBx4BFRQOASMiJjUQJS4BNTQ2Ew4BFRQWMzI2NTQmEyIGFRQWFz4BNTQmAtuz0J6peGl75J3L5QFwW0%2F%2BQpWGdmNzi2EaXXJOQXN9YAXNspaEw0JOr3J5v2nIqAEph0aWV7Pb%2FNM2kWhdcIBnW4UCqXBcU2wnK3xfUVsAAAIAXP%2FsBDcFywAZACYALUAXDhAXECFPWRAQBRcXGk1ZFwcFCk1ZBRkAPysAGD8rERIAORgvKxESADkxMAEUCgEEIyInNRYzMjYTIwYjIiY1NBI2MzIWJSIOARUUFjMyNjU0JgQ3dL3%2B%2BbOFa3lzvOw7BnHApbWG75vAzf5hUn9EXFh1omAD%2Bs3%2BXf7phyDPK%2FYBCqDMupwBCo%2FvLF6mYGluvJJsgQAAAAIAIf%2FjAfoEagALABcAF0AMAwlRWQMQFQ9RWRUWAD8rABg%2FKzEwEzQ2MzIWFRQGIyImAzQ2MzIWFRQGIyImzV5UOENhTUI9rF5UOENfTUI%2FA7RTYz89T2ZH%2FN5TYz89TmdHAAAC%2F5z%2B%2BAH6BGoABgASABVACQRABgoQUVkKEAA%2FKwAYLxrOMTAlFwIHIzYbATQ2MzIWFRQGIyImAU4IfY2wX2drXlQ4Q2FNQj3uF%2F7829YBIALGU2M%2FPU9mRwAAAAEAcwDdBBsE7AAGAAixAAMAL8YxMCUBNQEVCQEEG%2FxYA6j9RwK53QGueQHow%2F6o%2FtEAAAACAHUBrgQdA%2FIAAwAHAB9AEQQFUlkEAQEAUlkPAQGQAQEBAC9dXSsAGBDGKzEwEzUhFQE1IRV1A6j8WAOoAz%2Bzs%2F5vtLQAAAABAHMA3QQbBOwABgAIsQYDAC%2FGMTATCQE1ARUBcwK2%2FUoDqPxYAaIBLwFYw%2F4Yef5SAAAAAgCi%2F%2BUDwwXLABkAJQAlQBIHEAAAIxAjHVFZIxYQCk1ZEAQAPysAGD8rERIAORgvEjkxMAE%2BATc%2BAjU0JiMiBgcnNjMyFhUUBgcOAQcBNDYzMhYVFAYjIiYBBBJre2tPJVVRTZJOTs%2FLq8R%2FqGhcD%2F7ZXlQ4Q2JMQj0BvIWvWk1QUTBGWDclsHGrnXjDd0p2Vf6iU2M%2FPU9kRQAAAgBk%2F0YGqgW0ADgARAAsQBQHCjkRESg1BAoaPz8KCi0hNQMoLQAvMz8zEjkvMxEzETMREjkvMxI5MTABFAIGIyImJyMGIyImNTQSNjMyHgEXAwYVFDMyPgE1NCQjIgQCFRAAMzI3FQYjIiQCNRASJCEyBBIFIg4BFRQzMjY%2FASYGqnfWhGJpDAZlsHuFh%2FGPNFVKXGUeT0h8R%2F7%2F69b%2Bqr8BGfvI5tvr0v7GqfUBuQERyAEkm%2F0zVpFScFJ3KUA1A06w%2FtumXEqmnYyXAQGVChAf%2FnhyLVyF2Hrk78f%2BlOD%2B%2Ff7kVptapwE40QEOAbb6lf7odmu1Z52QlPAQAAAAAAL%2FhwAABE4FuAAHAA4AGkANDgFMWQ4OBAcDEgsEAwA%2FMz8zEjkvKzEwASEDIwEhEyMDAiY1BgcDAzv%2BG9H%2BAw8BEqbqOSgLN1esAZb%2BagW4%2BkgCZgGgrzSLqP6wAAAAAAMARgAABMsFtgAPABcAIAAtQBcGIBAQIEtZEBAODw8XTFkPAw4YTFkOEgA%2FKwAYPysREgA5GC8rERIAOTEwATIWFRQGBxUeARUUBCkBARMzMjY1NCsBAzMyNjU0JisBAwre462ZbHf%2B1P71%2FhUBNW7Hi5jftePfk6d4dMgFtqikksIeCByXbNn4Bbb9pHlvrPvbiH5iZwAAAQCH%2F%2BwFIQXLABgAF0AMEwBMWRMEDAdMWQwTAD8rABg%2FKzEwASIGAhUUFjMyNxUGIyIAERASJDMyFwcuAQOcmvKRpaGNvLTC%2BP7n0wFg4tmsXj%2BOBP6y%2FqvMtL9EzUMBKQEMAQQBvuhcwyIwAAAAAAIARgAABR8FtgAJABMAF0AMBhJMWQYDBRNMWQUSAD8rABg%2FKzEwARACBCkBASEgAAEyJBI1NCYrAQMFH8j%2Bgv7%2B%2Fm8BNQFxAQ8BJPzEsQEIjbCokuMDff7x%2FmzaBbb%2B3vw1rAE4yLjB%2B9sAAAEARgAABIMFtgALACZAFAYJTFkGBgECAgVMWQIDAQpMWQESAD8rABg%2FKxESADkYLysxMCkBASEHIQMhByEDIQNO%2FPgBNQMIK%2F3lVAH2Kf4IYAIbBbbN%2FnXL%2FjgAAQBGAAAEgQW2AAkAHUAPBglMWQYGAgESAgVMWQIDAD8rABg%2FEjkvKzEwISMBIQchAyEHIQEz7QE1AwYr%2FedgAfYt%2FgwFts3%2BOssAAAEAh%2F%2FsBVwFywAdACZAFAAdTFkAAAUMDBJMWQwEBRlMWQUTAD8rABg%2FKxESADkYLysxMAEhAw4BIyAAERASJDMyFhcHJiMiBAIVFBYzMjcTIQMSAgCdcNWE%2Fvv%2B4M0Bd%2B9vzGdarqCe%2Fv6VsqRtalD%2B6wMZ%2FSAoJQEkAQsBCAG28ikxy1a1%2FrHNt7whAXMAAAEARgAABYsFtgALABpADQgDTFkICAUKBgMBBRIAPzM%2FMxI5LysxMCEjEyEDIwEzAyETMwRW7oz9yovtATXtfwI2f%2B0Ck%2F1tBbb9qgJWAAAAAQBGAAACaAW2AAMACrMBAwASAD8%2FMTAzATMBRgE36%2F7JBbb6SgAAAAH%2Bvv5oAnMFtgAMABG3CAMABUxZACMAPysAGD8xMAMiJzcWMzI3ATMBDgGYaEIFVEXJNQEr7v7PLuf%2BaBnJFfoFh%2Fpa2c8AAAEARgAABWYFtgAMABVACQgCBQoGAwEFEgA%2FMz8zEjk5MTApAQMHAyMBMwM3ASEBBD%2F%2B%2BvyVde0BNe2XjQHsARz9mAKPZP3VBbb9PqYCHP1jAAAAAAEARgAAA3kFtgAFABG3AQMAA0xZABIAPysAGD8xMDMBMwEhB0YBNe3%2B9gIbKwW2%2BxfNAAABAEQAAAblBbYAEwAbQAwRAgIJBgsHAwAOBhIAPzMzPzMSOTkRMzEwIQMjBgcDIwEhEzMBIQEjEzY3IwECh3MGCS642wE1AUNtBgJeAVj%2Bz%2BO2Jy8G%2FX0Evnbe%2FJYFtvuDBH36SgNoupz7QgABAEQAAAXdBbYAEQAVQAkDCwgQCQMBCBIAPzM%2FMxI5OTEwKQEBIwcOAQMjASEBMzYSNxMzBKj%2B%2FP5mBgoYF6zbATUBDAGPBwYyD6DbBItFlX%2F8zgW2%2B4M2ARVBAvEAAAACAIf%2F7AWNBc0ADQAbABdADAsOTFkLBAQVTFkEEwA%2FKwAYPysxMAEQAgQjIAAREBIkMzIAJSIGAhUUFjMyNhI1NCYFjb7%2Bs9z%2B%2Ff7kxQFW2fsBF%2F3biuB%2Fo5KK3XueA5r%2B6f5M4wErAQgBCwG56v7WXcD%2Bq8qtvL8BU86qvgAAAAIARgAABJYFtgAIABMAHUAPDQBMWQ0NEA8SEAhMWRADAD8rABg%2FEjkvKzEwATMyNjU0JisBBRQAISMDIwEhMhYB0V6yw3V5dwJX%2Fq3%2B0W5z7QE1AU7l6ALsn5JtZMn4%2Fvb93QW2yQAAAgCH%2FqQFjQXNABAAHgAjQBEFBw4RTFkOBAMYBwcYTFkHEwA%2FKxESADkYPysAGBDGMTABEAAHASEDIyAAERASJDMyACUiBgIVFBYzMjYSNTQmBY3%2B%2FOEBCP7fyh%2F%2B%2Ff7kxQFW2fsBF%2F3biuB%2Fo5KK3XueA5r%2Bvv4eW%2F6JAUgBKwEIAQsBuer%2B1l3A%2FqvKrby8AVPRqr4AAAACAEYAAASaBbYADQAWACZAEwoADg4AS1kODgMMAhIDFkxZAwMAPysAGD8zEjkvKxESADkxMAEDIwEhMhYVFAYHEyEDJzMyNjU0JisBAa577QE1AVLf7q2r%2Bf78z497qqh2fHcCSP24Bba9xKXjNP2HAkjGloNpXAABACf%2F7AQ7BcsAJAAgQBALHgMWFhtMWRYEAwhMWQMTAD8rABg%2FKxESADk5MTABFAQjIic1FjMyNjU0JicuAjU0PgEzMhcHJiMiBhUUHgEXHgEDov7f%2FtKKrbGJnlKDaWQ1e%2BGNzbBWoYZthB4%2FZ5t2AazS7kvgYXVoRWtTQ26DT4DGbFy%2FTnVeL0c9QWG1AAABALAAAATDBbYABwAWQAoBEgcDBANMWQQDAD8rEQAzGD8xMCEjASE3IQchAhDtAQj%2BhS0D5iv%2BgwTpzc0AAAAAAQCY%2F%2BwFiwW2ABUAFEAJFQoDBBFMWQQTAD8rABg%2FMzEwAQMCACMiJjU0NxMzAwYVFBYzMjY3EwWLyjj%2B0PvZ7RTB7cAVd3mRqifHBbb8RP71%2Fv3Ux1NXA4X8d1hGZnGhtQOoAAEAugAABUgFtgAMABC2DAYDBwMGEgA%2FPzMSOTEwJTY3ATMBIQMzExYXBwH6RkMBx%2F79BP7%2BkOhKCQIB%2BLKDA4n6SgW2%2FHdngkwAAAABAMsAAAe0BbYAHAAbQAwXDgUOCRsSCgMBCRIAPzM%2FMzMSOTkRMzEwKQEDJzcjBgcBIQMzExQHMzY3ATMTFwczPgE3ATMFJf7%2BJQYEBi9G%2Fn%2F%2FADXlEw0GUzsBg%2BEfAwMIHFQTAWb2A0q5apCT%2FLYFtvyuiNLdhgNJ%2FLmpvFjbKwNOAAAB%2F5EAAAUlBbYACwAVQAkCCAQJBgMBBBIAPzM%2FMxI5OTEwKQEDASEBAzMTASEBBBD%2FAMD%2BSv73Akr69rIBkgEK%2FdkCUP2wAwICtP3kAhz9OgAAAAABALoAAAUABbYACAAQtgAFAQcDBRIAPz8zEjkxMAkBIQEDIxMDMwJGAbABCv2Rcu537vIDGQKd%2FG%2F92wIpA40AAf%2FZAAAEogW2AAkAIEAQBwQFBExZBQMCCAEITFkBEgA%2FKxEAMxg%2FKxEAMzEwKQE3ASE3IQcBIQOF%2FFQhA1L9qisDgSP8rAKFqAQ%2Fz6z7wwAB%2F%2BX%2BvAMQBbYABwAOtQUCAwYBJwA%2FMz8zMTABIQEhByMBMwGT%2FlIBfQGuJ93%2B0d3%2BvAb6sPpnAAEA3QAAAocFtgADAAqzAwMCEgA%2FPzEwARMjAwGs29HZBbb6SgW2AAAB%2F3H%2BvAKaBbYABwAOtQMEAwAHJwA%2FMz8zMTAHMwEjNyEBIWrbATHdJwGu%2FoP%2BVJMFmbD5BgAAAAEAJQIZBBQFvgAGAA60BQIABAIALy8zEjkxMBMBMwEjAwElAmB%2FARC4vP5OAhkDpfxbArL9TgAAAf9E%2FrwCk%2F9IAAMACLEBAgAvMzEwASE3IQJ1%2FM8eAzH%2BvIwAAQIdBNkDlgYhAAgACrIGgAEALxrNMTABIy4BJzUzFhcDlpBBhiL1L1UE2T%2BxQxWalQAAAAIAXv%2FsBH8EZgASACAAJ0AUCxEABwwPBxpGWQcQDxUAE0ZZABYAPysAGD8%2FKwAYPxESOTkxMAUiJjU0EjYzMhYXMzczAyM3IwYnMjYSNTQmIyIGAhUUFgGPjaSL9JJhjCcKPrTsthUGnmlSnmZeTFWWWlEUy7jKAWDNW1ee%2B66wxL6bAQSaWGua%2FveOZmUAAAIAL%2F%2FsBFAGFAAWACMAJ0AUBAwAEAcABhUQF0ZZEBAAHkZZABYAPysAGD8rABg%2FPxESOTkxMAUiJicjByMBMwMOAQczPgEzMhYVFAIGAyIGAhUUFjMyNhI1NAJCYo0oCkCyAUrrRw0yDwhallaRoovyDFGiY11VVZRWFFpWnAYU%2FrM%2Fuy9xV8%2B2yv6dyAO6oP77jGBrnQEHj8kAAAEAXv%2FsA80EZgAXABdADAcMRlkHEAASRlkAFgA%2FKwAYPysxMAUiJjU0EiQzMhcHJiMiAhUUFjMyNjcVBgH6xNiTAQqppIVGemOWyHBjSoFBjBTUxc8BU789uDX%2BzeJveCwgw0cAAAAAAgBe%2F%2BwE3QYUABQAIQAuQBgDCw4ABgAAHEZZABAJCkhZCRUOFUZZDhYAPysAGD8rABg%2FKwAYPxESOTkxMAEyFzM2NxMzASM3Iw4BIyImNTQSNhMyNhI1NCYjIgYCFRQCb7NZCA0YTOn%2BtrgTB1ikXI%2Bij%2FAMUqFhV1lVlFgEZrKSaAFm%2BeywalrLus0BZMT8RKQBCIdbbpr%2B9IvLAAAAAAIAXv%2FsA%2FoEZgAJACMAJkAUAxhIWQMDChERAEhZERAKHUdZChYAPysAGD8rERIAORgvKzEwASIGBzMyNjU0JgMiJjU0EiQzMhYVFAQhIwcVFBYzMjY3FQ4BAphgqSUdvNRA18XdmwEJpKGz%2FrP%2BzCsCcXBIjmFgoQOyrI1rYjM5%2FDrex8YBVbqRhbbNHx1vfiYuuywlAAAAAf8f%2FhQDrgYfAB4AKUAWDxRGWQ8ACBsLGBgbSFkYDwAFRlkAGwA%2FKwAYPysRADMRMxg%2FKzEwAyInNRYzMjcTIz8CPgEzMhcHJiMiBg8BMwcjAw4BTFo7QDKGK9mzFcIVLLWmc2A9Sj5FUxYS5SXl3yi2%2FhQXvhTNA%2F5qTFzGpyuwHFZiVrL7472yAAAD%2F4f%2BFAR3BGYAJwA0AEEASEAoGygoDkZZBzxKWQQgCQMHJSgHKAcVJScCSFknDyU1SVklEBUuSVkVGwA%2FKwAYPysAGD8rERIAOTkYLy8REhc5KysRADMxMAEPARYVFAYjIicGFRQWHwEeARUUBCEiJjU0NjcmNTQ2NyY1NDYzMhcBDgEVFBYzMjY1NCYnEyIOARUUFjMyPgE1NAR3H8Ac7sg0KG8%2FPH%2BwmP7S%2FurL34uaTF1kh%2FXJUFD%2BTHB4b3KjuFpxhUFiNkdCQV81BFKJITpPweMIKEAmHAgQFoN6xNaWg2eWNC1SRWUvUavE8BT7wBJqTkFNbGUzOgwDxU2FT0dNTohRjgABAC8AAARKBhQAGgAcQA4QChQUBUZZFBALAAAKFQA%2FMz8%2FKxESADkxMCETNjU0IyIGBwMjATMDBg8BMz4BMzIWFRQHAwK%2BjhKBcMMtYuwBSus5Gy4TCFSpXYiRF4sCoFolh%2FrZ%2Fi0GFP76fqdLal6bkExi%2FXMAAAACAC8AAAJWBfoACwAPACVAGgkfAy8DAl8DbwN%2FA58DrwPfA%2B8DBwMODw0VAD8%2FL11xzTEwATQ2MzIWFRQGIyImAyMTMwFKTkc1QlBBNUYv7OzrBWJEVDU2R1I0%2BtYEUgAC%2Fvr%2BFAJWBfoADAAYADBAIBZADxAfEC8QTxBfEI8QnxDPEN8QCQ4DEAgPAAVGWQAbAD8rABg%2FL19eXRrNMTADIic1FjMyNwEzAQ4BATQ2MzIWFRQGIyImcVo7QDWDJwEE6f72JrMBKUxHNkFQQTVE%2FhQXvhS6BMP7IbWqB05EVDU2R1IzAAAAAQAvAAAEhwYUAA4AGUANAg0FBgQICQAADwQIFQA%2FMz8%2FERc5MTABIQkBIQMHAyMBMwIGBzMDdwEQ%2Fh0BI%2F760YhN7AFK64cxIwQEUv4b%2FZMB12D%2BiQYU%2FY3NfAABAC8AAAJkBhQAAwAKswIAARUAPz8xMCEjATMBGeoBSusGFAABAC8AAAauBGYAJgAlQBIDJAAXDSEVEhwAHEZZBgAQIg8APz8yKxEAMxg%2FMzMSOTkxMAEyFzM%2BATMyFhUUBwMjEzY1NCMiBgcDIxM2NTQjIgYHAyMTMwczNgMn3CIIS79nhYsWjOuPE3lsuytl648RdW67LWLs7LgVCZQEZut0d5mLQHX9cwKgXyaB%2BM3%2BHwKgUi2H%2FtP%2BKwRSzeEAAAAAAQAvAAAESgRmABgAHEAODgsSEgVGWRIQDA8ACxUAPzM%2FPysREgA5MTAhEzY1NCMiDgEHAyMTMwczPgEzMhYVFAcDAr6OEoFIjHAcYuzsuBUJU7BnhpMXiQKgWimDcteI%2FisEUs12a5iMRXD9cwAAAAIAXv%2FuBDcEZAANABsAF0AMGQNGWRkQEgpGWRIWAD8rABg%2FKzEwATQmIyIOARUUFjMyPgE3FAIGIyImNTQSJDMyFgNKYltdk1FjYVqQUO2S%2F6bA4o8BAqnD3AK%2Ba3mP9Ytvdoj1icr%2BtbHlxccBTLnoAAAAAv%2FJ%2FhQEUARmABMAIAAmQBQDCgANDRRGWQ0QCA8HGwAbRlkAFgA%2FKwAYPz8%2FKxESADk5MTAFIicjBgcDIwEzBzM2MzIWFRQCBgMiBgIVFBYzMjYSNTQCQrVYCgcSYOkBUrgVCZ27j6KM8QxRoGVdVVWUVhSwYVj%2BMQY%2BvNDOt8z%2BncYDup%2F%2B%2Boxga50BB4%2FJAAAAAAIAXv4UBH8EZgAVACIAJ0AUDAMPAAQPBxsAHUZZABAPFkZZDxYAPysAGD8rABg%2FPxESOTkxMAEyFzM3MwEjEz4BNyMOASMiJjU0EjYTMjYSNTQmIyIGAhUUAnG3WwpAsv6s6UsMPwcIVKBai6CS7w1QnmFbUVaUWQRmsp75wgFdOPgRbFrNttABZsH8RKIBCIlea5v%2B%2BI7LAAAAAAEALwAAA4kEZgAQABRACQUNCgAQChULDwA%2FPz8ROTIxMAEyFwcmIyIGBwMjEzMHMz4BAx0%2BLjM2MH7GJ2rs7LgVCVOmBGYM2w7it%2F4MBFLNeGkAAAEADv%2FsA3EEZgAiACBAEAscAxQUGUdZFBADCEhZAxYAPysAGD8rERIAOTkxMAEUBiMiJzUWMzI2NTQmJy4BNTQ2MzIXByYjIgYVFBYXHgIDDuzSvoSZn2F4RWt9Z9a2xJZMjH5JW0JmaVguAVStu0PLWlBFM0k9Q4tfm7BUsExCOy1GNztUYwABAFz%2F7AMlBUgAGQAnQBMPEUALFA4RERRIWREPBgBGWQYWAD8rABg%2FKxEAMxEzGhgQzTEwJTI3FQ4BIyA1NDcTIz8CMwchByEDBhUUFgHHRFMjeDz%2B7hB5ohW%2BgZI0ARcn%2Fut6DTKqH7IRGvc5SgI6blLo9rL9xDclKzMAAQBv%2F%2BwEhwRSABkAG0ANDxIKGQ8NFRIFRlkSFgA%2FKwAYPz8zEjkxMAEDBhUUMzI%2BATcTMwMjNyMOASMiJjU0NjcTAfqBH39Ijm4eY%2BnpuRUIUrJnhpIYDHsEUv2ejTSFctOOAdX7rs10bZiOP3s%2BAkgAAAABAGQAAARQBFIADAAOtQUKAQ8AFQA%2FPzMyMTAzAzMTFhUzPgE3ATMB54PoNw4HHFQXATf6%2FaoEUv2qn4pKtikCVvuuAAEAeQAABl4EUgAbAB1ADRQMAwwHEBAZCA8ABxUAPzM%2FMzMREjk5ETMxMCEDJzcOAQEhAzMTBgczNjcBMxMXBzM%2BAhMzAQNMEwEDGTX%2Bwf76L90NAgkGQisBFv4TAQMGEVAv5PT9%2BgJzRsg%2Bfv07BFL9eleesGACa%2F2kNeoy2W4CAvuuAAH%2FqgAABFQEUgALABVACQAGAgcEDwsCFQA%2FMz8zEjk5MTAJASEBAzMTASEBEyMB6f7P%2FvIB2%2Bf1kAEfARL%2BM%2Fj2AYP%2BfQI5Ahn%2BiwF1%2Fdv90wAAAAH%2FVv4UBFIEUgAXABhACwUOCQAPDhNGWQ4bAD8rABg%2FMxI5MTATMxMeARUzNjcBMwEOASMiJzUWMzI2PwFk6D8JDgZWMQEl%2Fv1QWtSPTENLMkp4QDMEUv3tPuFF12ICPvsApZkTvBBXcFwAAAH%2F2QAAA6IEUgAJACRAEgcEBQUESFkFDwIIAQEISFkBFQA%2FKxESADkYPysREgA5MTApATcBITchBwEhAs%2F9Ch0Ce%2F5JJwLBJf2RAeaTAw2yqv0KAAEACP68A0oFtgAnACBAEBsJCa8KvwoCCgoTJicUEwMAPzMvMxI5L10zEjkxMAEgNTQ%2FATY1NCM3MjY3Ez4COwEHIgYHAw4BBxUWFRQPAQYVFBYzFQHJ%2FsQRLQ7RJ3iPFjscWpZ7PClgVxJGGH50oBArC0FN%2FrzsPUjJQSGNu1VlAROGhzy4RFL%2By2x9EQYtqiZTwjAaMy%2B5AAAAAAEB8v4fAqQGEAADAAmyAAADAC8%2FMTABMxEjAfKysgYQ%2BA8AAAH%2FqP68AtEFtgAmACBAEBoKCq8JvwkCCQkmExIlJgMAPzMvMxI5L10zEjkxMAEgFRQPAQYVFDMHIgYHAw4BKwE1PgE3Ez4BNzUmNTQ%2FATY1NCYjNwEOAT4RLQ7RJ3mOFj8is7Qdal0SRhh%2BdJ4RKwpWTiMFtus9SMtBIY66VGT%2BzqWGtwJFUAE1bXoRBjCnN0LFLB46KLgAAQBvAjsEKwNoABcAH0AODwYDEhIMUlkSBgBSWQYALysAGC8rABAYxBDGMTABIgYHNTYzMhYXHgEzMjY3FQYjIiYnLgEBWDN6PGSVQG1cRloxMn06Z5M%2Fek1MVwK0Pju%2FbBgnHhk%2BOr5vISEgFwAAAAL%2F0%2F6LAgoEXgADAA8AF0AKAAANAw0HUVkNEAA%2FKwAYLxI5LzEwEzMDIQEUBiMiJjU0NjMyFt2upv7uAjdeUDtEYk5BPAKF%2FAYFVlBkPzxSZEcAAAEAw%2F%2FsBDEFywAeACRAEgIeHhhNWR4BGQkMDBFPWQwKBgA%2FzSsRADMYP8UrEQAzMTAFIzcuATU0EjY%2FATMHFhcHJiMiDgEVFBYzMjY3FQYHAkKcLYSMf%2BWTI5wlfGFFfWFjollwY0qBQYWgFNUiyZ6%2BAULHFqSkDC25NY%2F2j294KyDCRQUAAAAB%2F%2B4AAAS4BcsAHAAxQBkLFxgXT1kIGBgSAAAFTVkABxMPEg9OWRIYAD8rEQAzGD8rERIAORgvMysRADMxMAEyFwcmIyIHAyEHIQcOAQchByE3Nj8BIzczEz4BA1i8pFiPc7kqOQFNIv6wIRVfUwKyLfw0JsgyI8QkxT0m5gXLVrdKzf7qrJhihirPwS3npKwBK7nCAAAAAAIAjQEOBBkEmAAbACcAGEANCQwQExcaAgUIHxUlBwAvM8QyFzkxMBM0Nyc3FzYzMhc3FwcWFRQHFwcnBiMiJwcnNyY3FBYzMjY1NCYjIgbRPYF3f2ZpbGN%2FeYE9PX93f19weFd%2FdX89qH1cW4KCW1x9AtNuX4F3fz0%2FgXWBY2xyX313fzs7fXd9X3BbfnxdXX6AAAABAGoAAAT6BbYAFgA9QCEKDg8OUFkHDwYSExJQWQMAExUPEx8TAg8TDxMMARUGDBgAPz8zEjk5Ly9dERI5MisRADMRMysRADMxMAkBMwEzByEHIQchByM3ITchNyE3MwMzAlIBsPj9%2Btkj%2Fu4fARIh%2FvA13TP%2B7yEBER7%2B8CPTx%2BgDGQKd%2FQiblJv09JuUmwL4AAAAAgHy%2Fh8CpAYQAAMABwATtwMEAwQHAAAHAC8%2FETk5Ly8xMAEzESMRMxEjAfKysrKyBhD85v5F%2FOQAAAAAAgAn%2F%2FID9AYjACwAOAAlQBUCLRQzGikGHwgIDklZCAEfJElZHxYAPysAGD8rERIAFzkxMBM0Ny4BNTQ2MzIXBy4BIyIGFRQWFx4BFRQGBxYVFAYjIic1FjMyNjU0JicuAQEOARUUFhc%2BATU0JqLbLz7fubKaRD6HTVZhSXB%2Fd2lsZvbPvH%2BYp3R0TmaCdgFcRVNdfz5LYwL8vHcgZEGKpU6eHStFPCtDMjiPYFyePUx1nbBDu11RRytJMDyPAUEaaj49VzkkbTw8WQAAAgGqBQIEFwXsAAsAFwAMsw8DFQkALzPNMjEwATQ2MzIWFRQGIyImJTQ2MzIWFRQGIyImAapGPzA5RzovPgF%2FRj8wOUc6Lz4FZDxMLzBBSi8zPEwvMEFKLwAAAAADAIP%2F7AZiBcsAFQAlADUAL0AbBQsPCx8LnwsDABEAERARAgsRCxEiMhoEKiITAD8zPzMSOTkvL10RM10RMzEwASIGFRAzMjY3FQYjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA6Jxfe4vgix1e8XU48eKgERq%2FIfIAV7KxwFdy8X%2BpM7P%2FqLDe6YBJKutASWipP7draj%2B26gECpib%2FtMgE54z99TY%2BUKTN%2F7RyAFeysb%2Bn8nH%2FqTMzwFaxqj%2B36yuASGmpQEjran%2B2wAAAAIAoAMCAzsFxwASAB0AH0AQBwgDEwAMEAwCDAAEHhkAHwA%2FMj8Q1F0yOTnEMTABMhczNzMDIzcjDgEjIiY1ND4BEzI%2BATU0IyIGFRQB8nE1Bid2k3sKBDJgPVtpXpcHMl87ZlJxBcdnWv1UaT43hHKA3XL9umCfT3fDhX0AAAAAAgBQAGQEEgPjAAYADQAMswwFCAEALzPEMjEwEwEXARMHAyUBFwETBwNQAYuH%2FuCZstkBuAGBif7ok7TRAj8BpHb%2BtP6PTAHFAgGycP6h%2FqJMAa4AAQB1AQAEHQMrAAUAEbYCBQUEUlkFAC8rABgQxDEwAREjESE1BB2z%2FQsDK%2F3VAXe0AAAA%2F%2F8ALwG%2BAlICiRIGABAAAAAEAIP%2F7AZiBcsADwAfACwANQAzQB0lKQ8pHykCNSoAKhAqAictKSoqKS0DDBwEBBQMEwA%2FMz8zEhc5Ly8vM10RM10RMzEwEzQSJDMyBBIVFAIEIyIkAjcUEgQzMiQSNTQCJCMiBAIlFAYHEyMDIxEjESEgATMyNjU0JisBg8gBXsrHAV3Lxf6kzs%2F%2BosN7pgEkq60BJaKk%2Ft2tqP7bqAPAW1XTyKxbsgENAVH%2BVEhUWltTSALbyAFeysb%2Bn8nH%2FqTMzwFaxqj%2B36yuASGmpQEjran%2B2wlTfCT%2BiwFF%2FrsDbv5nSD9JOAAAAQBvBhQEJQa6AAMACLEBAgAvMzEwASE3IQP8%2FHMnA48GFKYAAgC8AzsDTgXLAAwAGAAMsxAJFgMALzPEMjEwEzQ2MzIWFRQGIyIuATcUFjMyNjU0JiMiBrzCiIjAwIhYmliYaEpIaGdJSmgEgYjCwoiJvViWWEZoaEZKaGcAAAACAHUAAAQdBMMACwAPACRAFAwNUlkMQgkBAgFSWQYQAgFwAgECAC9dcTMrEQAzGD8rMTABITUhETMRIRUhESMBNSEVAfD%2BhQF7tAF5%2Foe0%2FoUDqAKRtQF9%2FoO1%2For%2B5bS0AAAAAQBOAkoDEAXJABkAErcKEB8CGBgBIAA%2FMxI5PzMxMAEhNyU%2BAjU0JiMiByc%2BATMyFhUUDgEPASECqv2kHAENb0sjODBbZFBElV5ziS9ldq4BcwJKh99fUkgmLjRQezY3eF9Fb25bjgABAGgCOQMQBckAIwAnQBYDFRUPFh8WAg8WHxYCFhYKHCEfDwohAD8zPzMSOS9dcTMSOTEwARQGBxUeARUUBiMiJzUWMzI2NTQrATczMjY1NCMiByc2MzIWAxBtaE5Kx6qKcH56WmOSbBxdWWt1XGBEfqV8igT4WnYaBBJiQoGaOJ9HSkVxhURBZEF5Wm8AAAABAfwE2QPlBiEACAAKsgOACAAvGs0xMAE2NyEVDgEHIwH8YYABCDbQR5wE8mzDE0K%2FNAAAAf%2FJ%2FhQEkwRSABoAIEAQEgwKBxcPFhsKFQ8DRlkPFgA%2FKwAYPz8%2FMxI5OTEwARQWMzI2NxMzAyM3Iw4BIyInIwYHAyMBMwMGAWZCP3HBLWbn67gWCkucV2wvCAkeQukBUuuNEwEzQUj71AHZ%2B66%2Bb2NRSaL%2BwgY%2B%2FWJUAAEArP78BLQGFAAPABO3CAgBAw4ABQEALzM%2FMxI5LzEwASMRIxEjEQYjIiY1EDYzIQS0i7yMPlPYzNrpAkX%2B%2FAZm%2BZoDMxL6%2BwEE%2Fv%2F%2FAJYCOQHDA2oQBwARAHUCVgAAAAH%2FRP4UAOwAAAASABpADQ0QQAsOSBAQDwgDGw8ALz8zEjkvKzMxMBMUBiMiJzUWMzI1NCYnNzMHHgHspI5ANi8xiUZFYpIySED%2B%2BGp6D4cOYCgrCahgGVQAAAAAAQDBAkoCtgW2AAoADrUJAyAGAB4APzI%2FOTEwATMDIxM2Nw4BBycCFKK6v2MRKBU5fU0FtvyUAc1PihQuUIEAAAIApAMCAwgFxwANABcAFEAKEwAEEAQCBA4LHwA%2FM8RdMjEwARQOASMiJjU0PgEzMhYlIgYVFDMyNjU0AwhUnm56ilija3yC%2FvZRZ3BNZQS2fsZwkoN6x2%2BPCq%2BBja%2BEigAAAAACAAoAXAPPA9sABgANAA60CAEBDAUALzPELzIxMAkBJwEDNxMFAScBAzcTA8%2F%2Bc4YBH5m02f5I%2Fn%2BMARmSs9MB%2Fv5edwFKAXJM%2FjkC%2FlBxAVwBYEz%2BUAD%2F%2FwCVAAAFxQW2ECcA0wKTAAAQJgB71gARBwDUAsH9twAJswMCERgAPzU1AP%2F%2FAHkAAAYeBbYQJwDTAncAABAmAHu5ABEHAHQDDv23AAeyAhAYAD81AAAA%2F%2F8AbAAABi8FyRAnANMDIQAAECcA1AMr%2FbcRBgB1BAAACbMCAQYYAD81NQAAAv%2Fd%2FnUC%2FgRaABkAJQAtQBgHABkQGQILAxkZECMjHVFZIxAQCk1ZECIAPysAGD8rERIAORgvX15dOTEwAQ4BBw4CFRQWMzI2NxcGIyImNTQ2Nz4BNwEUBiMiJjU0NjMyFgKcGW10a00lVFFMk09Lzcyuv4CnXWAWASdgUjhDXU9CPwKDkqpTT05QMEdXNyaxcKuceMZ1QHVfAV5VY0E8TmZEAP%2F%2F%2F4cAAAROB3MSJgAkAAARBwBD%2F%2F0BUgAKtAIQEAUmACsRNf%2F%2F%2F4cAAASsB3MSJgAkAAARBwB2AMcBUgAKtAIXFwUmACsRNf%2F%2F%2F4cAAASFB3MSJgAkAAARBwDFAFoBUgAKtAIVFQUmACsRNf%2F%2F%2F4cAAATLB0gSJgAkAAARBwDHAHMBUgAKtAIYGAUmACsRNf%2F%2F%2F4cAAARzBz4SJgAkAAARBwBqAFwBUgAMtQMCJCQFJgArETU1AAD%2F%2F%2F%2BHAAAETgcHEiYAJAAAEQYAxhttAAmzAwIkAwA%2FNTUAAAAAAv%2BHAAAHJQW2AA8AEwA8QCAKDUxZCgoBBhMDTFkTEwEGBRIJEgYSTFkGAwEOTFkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKzEwKQETIQEhASEHIQMhByEDIQETIwEF8Pz3Vv5Q%2FwD%2B%2BgOiA%2Fwr%2FeVUAfgr%2FgpiAhv9TYpS%2FnABlv5qBbbN%2FnXI%2FjUBmwKD%2FX0A%2F%2F8Ah%2F4UBSEFyxImACYAABAHAHoCKwAA%2F%2F8ARgAABIMHcxImACgAABEHAEP%2F8QFSAAq0AQ0NBSYAKxE1%2F%2F8ARgAABIMHcxImACgAABEHAHYAfQFSAAq0ARQUBSYAKxE1%2F%2F8ARgAABIMHcxImACgAABEHAMUAPwFSAAq0ARISBSYAKxE1%2F%2F8ARgAABIMHPhImACgAABEHAGoANQFSAAy1AgEhIQUmACsRNTUAAP%2F%2FAEYAAAJ2B3MSJgAsAAARBwBD%2FuABUgAKtAEFBQUmACsRNf%2F%2FAEYAAAOIB3MSJgAsAAARBwB2%2F6MBUgAKtAEMDAUmACsRNf%2F%2FAEYAAANpB3MSJgAsAAARBwDF%2Fz4BUgAKtAEKCgUmACsRNf%2F%2FAEYAAANgBz4SJgAsAAARBwBq%2F0kBUgAMtQIBGRkFJgArETU1AAAAAgA1AAAFHwW2AA0AGwAtQBcaBwgHTFkXCAgFCgoWTFkKAwUbTFkFEgA%2FKwAYPysREgA5GC8zKxEAMzEwARACBCkBEyM3MxMhIAABMiQSNTQmKwEDIQchAwUfyP6C%2Fv7%2Bb4GSLZCJAXEBDwEk%2FMSxAQiNsKiSXgEdLf7lWgN9%2FvH%2BbNoCb8gCf%2F7e%2FDWsATjIuMH%2BScj%2BWv%2F%2FAEQAAAXdB0gSJgAxAAARBwDHAQABUgAKtAEbGwUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwBDAG8BUgAKtAIdHQUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwB2ARcBUgAKtAIkJAUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwDFAMkBUgAKtAIiIgUmACsRNf%2F%2FAIf%2F7AWNB0gSJgAyAAARBwDHANkBUgAKtAIlJQUmACsRNf%2F%2FAIf%2F7AWNBz4SJgAyAAARBwBqAMUBUgAMtQMCMTEFJgArETU1AAAAAQCTAR8EAASHAAsAFkAKAwAGCQQCCggEAgAvMy8zEhc5MTAJATcJARcJAQcJAScByf7KfQE4ATl%2F%2FsUBN3v%2Bx%2F7IegLTATd9%2FssBNXv%2Bx%2F7HewE1%2Fs17AAMAbf%2BqBbQGBAAVAB4AJwAuQBodIRwiBCQWERQJBgQEDw8WTFkPBAQkTFkEEwA%2FKwAYPysREgAXORESFzkxMAEQAgQjIicHJzcmNRASJDMyFzcXBxYlIgYCFRQXASYTNCcBFjMyNhIFjb7%2Bs9zBfXaFgWfFAVbZvYB3hYVe%2FduN4IIYApxQvxP9a0t3i998A5r%2B6f5M41OVaKCK4wELAbnqXpVopoKOuv6oz1hMA0RB%2FpZYN%2FzHOL8BUgD%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAQwBOAVIACrQBFxcFJgArETX%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAdgEbAVIACrQBHh4FJgArETX%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAxQC2AVIACrQBHBwFJgArETX%2F%2FwCY%2F%2BwFiwc%2BEiYAOAAAEQcAagCwAVIADLUCASsrBSYAKxE1NQAA%2F%2F8AugAABQAHcxImADwAABEHAHYAZgFSAAq0ARERBSYAKxE1AAIARgAABGQFtgAMABUAH0ARCRVMWQ0ETFkJDQkNBgcDBhIAPz8SOTkvLysrMTABFAAhIwMjATMHMzIWATMyNjU0JisBBGT%2Bs%2F7KbELtATXtM2Hj6%2F06YLDFd3l5AzHz%2FvP%2BzwW288r%2BAZ2UbWIAAAAB%2Fv7%2BFAS2BhsAOQAsQBgxFCUDHQwMNEdZDAAdIkhZHRYABUZZABsAPysAGD8rABg%2FKxESABc5MTADIic1FjMyNjcBPgEzMhYVFAcOARUUFx4CFRQGIyInNRYzMjY1NCYnLgE1NDY3PgE1NCYjIgcBDgF1RUg9NEFTFgEGMPrgvNGzdj1Ka0gm6Ma2ZX5%2BaXYvWFJOWVtiUV5V0jT%2B%2BCq5%2FhQXwRVXaATS58ygh6mCV0EjLDlUVmM8rMhByVZYUDBKRkBzRUuAPEJcNEFI7%2FsUxa4A%2F%2F8AXv%2FsBH8GIRImAEQAABEGAEO5AAAKtAIiIhEmACsRNQAA%2F%2F8AXv%2FsBH8GIRImAEQAABEGAHZaAAAKtAIpKREmACsRNQAA%2F%2F8AXv%2FsBH8GIRImAEQAABEGAMX9AAAKtAInJxEmACsRNQAA%2F%2F8AXv%2FsBH8F9hImAEQAABEGAMcSAAAKtAIqKhEmACsRNQAA%2F%2F8AXv%2FsBH8F7BImAEQAABEGAGr%2FAAAMtQMCNjYRJgArETU1%2F%2F8AXv%2FsBH8GmhImAEQAABEGAMboAAAMtQMCJCQRJgArETU1AAMAXv%2FsBo8EZgApADcAQQA%2FQCM7IUhZOzsGAhQXBAkQFQ84MRAxRlkaEBAEFSUqCSpGWQAJFgA%2FMysRADMYPz8zKxEAMxg%2FERIXOTkvKzEwBSInByM3Iw4BIyImNTQSNjMyFhczNzMHPgEzMhYVFAQhIwcUFjMyNxUGJTI2EjU0JiMiBgIVFBYBIgYHMzI2NTQmBKLeUxeXFAhVoV6Gl4rvjViALAk%2FlBkzoGSMof6z%2FswtBHlzfbSv%2FIZVm2BNS1WVU0oDn2erJR%2B71EQUiXWwalrOtckBYsxXW551P0qZfbbNPHV4VL1PvqEBDoRbbqD%2B%2BotpYgMIrI1rYDo0AP%2F%2FAF7%2BFAPNBGYSJgBGAAAQBwB6AYEAAP%2F%2FAF7%2F7AP6BiESJgBIAAARBgBDlwAACrQCJSURJgArETUAAP%2F%2FAF7%2F7AQWBiESJgBIAAARBgB2MQAACrQCLCwRJgArETUAAP%2F%2FAF7%2F7AQJBiESJgBIAAARBgDF3gAACrQCKioRJgArETUAAP%2F%2FAF7%2F7AP6BewSJgBIAAARBgBq2gAADLUDAjk5ESYAKxE1Nf%2F%2FAC8AAAIYBiESJgDCAAARBwBD%2FoIAAAAKtAEFBREmACsRNf%2F%2FAC8AAAMdBiESJgDCAAARBwB2%2FzgAAAAKtAEMDBEmACsRNf%2F%2FAC8AAAMJBiESJgDCAAARBwDF%2Ft4AAAAKtAEKChEmACsRNf%2F%2FAC8AAAL7BewSJgDCAAARBwBq%2FuQAAAAMtQIBGRkRJgArETU1AAAAAgBQ%2F%2BwEewYlAB0AKwA2QBwFCAAbBAYcHAMZDhUVJUdZFRUOBgMBDh5HWQ4WAD8rABg%2FMxI5LysREgA5EjkYLxIXOTEwASYnNxYXNxcHFhEUAgQjIiY1NBI2MzIWFzMmJwcnEzI%2BATU0JiMiDgEVFBYChyxbaoFQ%2BkbZm5L%2B%2BrXF24Puk2CQKQYKe%2FpIUFyLTmhcW4tKYgUtKTeYSEqKf3nN%2Fs3%2F%2FoW%2F1sOiARKcTUbzjI6B%2B%2B53x2phdHDDc2hvAAAA%2F%2F8ALwAABH0F9hImAFEAABEGAMclAAAKtAEiIhEmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAEOfAAAKtAIdHREmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAHZIAAAKtAIkJBEmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAMXzAAAKtAIiIhEmACsRNQAA%2F%2F8AXv%2FuBFoF9hImAFIAABEGAMcCAAAKtAIlJREmACsRNQAA%2F%2F8AXv%2FuBDcF7BImAFIAABEGAGrvAAAMtQMCMTERJgArETU1AAMAdQDsBB0EtgADAA8AGwAcQAwHDRkTDRMBAQBSWQEALysRADMzGC8zLzMxMBM1IRUBNDYzMhYVFAYjIiYRNDYzMhYVFAYjIiZ1A6j9rj8%2BPkFFOjpDPz4%2BQUU6OkMCd7S0%2Fv5AR0g%2FQElHAvxAR0g%2FQElHAAAAAAMAM%2F%2BmBFoEkwAVAB0AJgAuQBocJBslBB4WERQJBgQEDw8WR1kPEAQeR1kEFgA%2FKwAYPysREgAXORESFzkxMAEUAgYjIicHJzcmNTQSJDMyFzcXBxYlIgIVFBcBJgMyPgE1NCcBFgQ1lP2iiWJpe3NGjQECqYhnVn1kP%2F5YjbwIAbotyVmUVQb%2BTCkCvND%2BsK47g2CNaJ3IAUq6PWxgdWRO%2Ft3bJyMCJSP9AIXrjC0W%2FeIh%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAEOhAAAKtAEbGxEmACsRNQAA%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAHZzAAAKtAEiIhEmACsRNQAA%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAMUQAAAKtAEgIBEmACsRNQAA%2F%2F8Ab%2F%2FsBIcF7BImAFgAABEGAGoGAAAMtQIBLy8RJgArETU1%2F%2F%2F%2FVv4UBFIGIRImAFwAABEGAHb5AAAKtAEgIBEmACsRNQAAAAL%2Fyf4UBFAGFAAWACQAJ0AUBA0AEAkACBsQF0ZZEBAAHkZZABYAPysAGD8rABg%2FPxESOTkxMAUiJicjBgcDIwEzDgEHMzYzMhYVFAIGAyIGAhUUFjMyNhI1NCYCSl6OKwgHEmDpAbDrMDIzCJutkKGI6RxUnmBcVlaTVlIUW1VbXv4xCADf6K%2FIzLnM%2Fp3GA7qi%2FveGYmmaAQiRZGUAAP%2F%2F%2F1b%2BFARSBewSJgBcAAARBgBqmQAADLUCAS0tESYAKxE1NQABAC8AAAIGBFIAAwAKswIPARUAPz8xMCEjEzMBG%2Bzs6wRSAAACAIf%2F7AdSBc0AFQAhADpAIBATTFkQEAEMDA9MWQwDChtMWQoEARRMWQESAxZMWQMTAD8rABg%2FKwAYPysAGD8rERIAORgvKzEwKQEGIyAAERASJDMyFyEHIQMhByEDIQUyNxMmIyIGAhUUFgYd%2FTNUVv79%2FuTFAVbZkU4C%2BCv95VQB%2BCv%2BCGACG%2FxsSkHeRHGK4H%2BjFAErAQgBCwG56hfN%2FnXI%2FjUTGwQOH8D%2Bq8qtvAAAAAADAF7%2F7AbDBGYAIgAvADkAO0AeDgMFDDMYSFkzMwUMMCMMI0ZZEQwQHCoFKkZZAAUWAD8zKxEAMxg%2FMysRADMREjkYLysREgA5OTEwBSImJwYjIiY1NBIkMzIXPgEzMhYVFAQhIwcUFjMyNjcVDgEBIg4BFRQWMzISNTQmJSIGBzMyNjU0JgTJeLkwie262pMA%2F6btYknKfZ%2Bv%2FrX%2Bzi8DcXFFg29bqP1dV41XYVuPrWMCiWmuIh%2B90jwUXFy258XOAU2vwFtnlYG3zDxvfiMxvSskA7aA9ZF0egEl6291EKuObGUwOAAAAQFiBNkEKwYhAA0ADrQDC4AGAQAvMxrNMjEwASMmJwYHIzU%2BATczFhcEK5hMVYNppIp%2BG%2FgmiATZP3NuRBmAhyhjzAACAh0E1wP0BpoACwAXABlADg8PCR8JLwkDcAkBCRUDAC8zzF1dMjEwARQGIyImNTQ2MzIWBzQmIyIGFRQWMzI2A%2FSEamp%2FgmdohoM8Ly07NTMvPAW6aHt6Z2d7eWkyOTkyMTc3AAAAAAEBRgTXBFgF9gAVACFAEBAABQsACwALfxSPFAIUgAkALxrMXTk5Ly8RMxEzMTABIi4CIyIGByMSMzIeAjMyNjczAgNULUtEPyAmMhKJOccuTkM8HSgyF4lCBNkiKSI3OAEdIykjNTz%2B4wAAAAEALwHFA6AChwADAAixAAEALzMxMBM3IQcvKwNGKwHFwsIAAAEALwHFB3cChwADAAixAAEALzMxMBM3IQcvKwcdKwHFwsIAAAEAdwPBAjEFtgAHAAmyAAQDAD%2FNMTATJzYSNzMCB30GIpFXsHpNA8EWTAEKif7i1wAAAAABAHMDwQIvBbYACAAJsgUIAwA%2FzjEwARcGAgcjNhI3AicIJZNSsit%2BHQW2FlP%2B839fAUBWAAAAAAH%2Fmv74AVYA7gAGAAixBAAAL80xMCUXBgcjNhMBTghsnrJpX%2B4X6fbuAQgAAgB3A8EDyQW2AAYADgANtAAHAwsDAD8zzTIxMAEnNhMzAgchJzYSNzMCBwIXCVS3sHpN%2FXsGIpFXsHpNA8EWvgEh%2FuLXFkwBCon%2B4tcAAAACAHMDwQPHBbYACAAQAA20DQUQCAMAPzPOMjEwARcGAgcjNhI3IRcGAyM2EjcCJwglk1KyK34dAoUJYquwM3QgBbYWU%2F7zf18BQFYW3P79cgEmXQAC%2F5r%2B%2BALuAO4ABgANAAyzCwQNAAAvMs0yMTAlFwYHIzYTIRcGAyMSNwFOCGyesmlfAoMJXK%2BweE%2FuF%2Bn27gEIF87%2B7wEZ3QABAJgBzQKkBAgACwAIsQkDAC8vMTATNDYzMhYVFAYjIiaYp4xkdaSRZnECrJzAbXKcwHMAAQBQAGQCYgPjAAYACLEFAQAvxDEwEwEXARMHA1ABi4f%2B4Jmy2QI9AaZ2%2FrL%2BkUwBwQAAAAEACgBcAh0D2wAGAAixAQUAL8QxMAkBJwEDNxMCHf50hwEhmrPZAgL%2BWncBTgFuTP5AAAAB%2FgIAAAMCBbYAAwAKswMDAhIAPz8xMAkBIwEDAvvFxQQ9Bbb6SgW2AAAAAAIARgJKAwQFvAAKABAAJUAUDQcBBQkFBgMPEB8QAhAQAwceAyAAPz8SOS9dFzMRMxEzMTABIwcjNyE3ATMDMyE%2FAQYPAQLneie3J%2F6QGgHdxXl7%2Fs80IiBCuwL6sLCJAjn9zd2BM1DbAAAAAAEAM%2F%2FsBNkFywAnAFNALwYcHRxQWQMdCxcYF1BZCBgPHR8dAgkAGHAYAgsDHRgdGBMhIQBNWSEHEw5OWRMZAD8rABg%2FKxESADk5GC8vX15dXl0RMysRADMRMysRADMxMAEiBgchByEGByEHIRQWMzI3FQYjIgI1IzczNjcjNzMSADMyFhcHLgEDkXbBQQGDIf5uEgoBVCH%2BwXmHeIqBsdjkoiGLDwyJIJRcAUfQWJlQZjZqBQKuqJpDSJuhkzzLPQEE%2FJtfLJoBBAEbLDe0IiwAAAAAAAABAAAjAAABBdMYAAAKCvIABQAk%2F3EABQA3ACkABQA5ACkABQA6ACkABQA8ABQABQBE%2F64ABQBG%2F4UABQBH%2F4UABQBI%2F4UABQBK%2F8MABQBQ%2F8MABQBR%2F8MABQBS%2F4UABQBT%2F8MABQBU%2F4UABQBV%2F8MABQBW%2F8MABQBY%2F8MABQCC%2F3EABQCD%2F3EABQCE%2F3EABQCF%2F3EABQCG%2F3EABQCH%2F3EABQCfABQABQCi%2F4UABQCj%2F64ABQCk%2F64ABQCl%2F64ABQCm%2F64ABQCn%2F64ABQCo%2F64ABQCp%2F4UABQCq%2F4UABQCr%2F4UABQCs%2F4UABQCt%2F4UABQC0%2F4UABQC1%2F4UABQC2%2F4UABQC3%2F4UABQC4%2F4UABQC6%2F4UABQC7%2F8MABQC8%2F8MABQC9%2F8MABQC%2B%2F8MABQDE%2F4UACgAk%2F3EACgA3ACkACgA5ACkACgA6ACkACgA8ABQACgBE%2F64ACgBG%2F4UACgBH%2F4UACgBI%2F4UACgBK%2F8MACgBQ%2F8MACgBR%2F8MACgBS%2F4UACgBT%2F8MACgBU%2F4UACgBV%2F8MACgBW%2F8MACgBY%2F8MACgCC%2F3EACgCD%2F3EACgCE%2F3EACgCF%2F3EACgCG%2F3EACgCH%2F3EACgCfABQACgCi%2F4UACgCj%2F64ACgCk%2F64ACgCl%2F64ACgCm%2F64ACgCn%2F64ACgCo%2F64ACgCp%2F4UACgCq%2F4UACgCr%2F4UACgCs%2F4UACgCt%2F4UACgC0%2F4UACgC1%2F4UACgC2%2F4UACgC3%2F4UACgC4%2F4UACgC6%2F4UACgC7%2F8MACgC8%2F8MACgC9%2F8MACgC%2B%2F8MACgDE%2F4UACwAtALgADwAm%2F5oADwAq%2F5oADwAy%2F5oADwA0%2F5oADwA3%2F3EADwA4%2F9cADwA5%2F4UADwA6%2F4UADwA8%2F4UADwCJ%2F5oADwCU%2F5oADwCV%2F5oADwCW%2F5oADwCX%2F5oADwCY%2F5oADwCa%2F5oADwCb%2F9cADwCc%2F9cADwCd%2F9cADwCe%2F9cADwCf%2F4UADwDD%2F5oAEAA3%2F64AEQAm%2F5oAEQAq%2F5oAEQAy%2F5oAEQA0%2F5oAEQA3%2F3EAEQA4%2F9cAEQA5%2F4UAEQA6%2F4UAEQA8%2F4UAEQCJ%2F5oAEQCU%2F5oAEQCV%2F5oAEQCW%2F5oAEQCX%2F5oAEQCY%2F5oAEQCa%2F5oAEQCb%2F9cAEQCc%2F9cAEQCd%2F9cAEQCe%2F9cAEQCf%2F4UAEQDD%2F5oAJAAF%2F3EAJAAK%2F3EAJAAm%2F9cAJAAq%2F9cAJAAtAQoAJAAy%2F9cAJAA0%2F9cAJAA3%2F3EAJAA5%2F64AJAA6%2F64AJAA8%2F4UAJACJ%2F9cAJACU%2F9cAJACV%2F9cAJACW%2F9cAJACX%2F9cAJACY%2F9cAJACa%2F9cAJACf%2F4UAJADD%2F9cAJADL%2F3EAJADO%2F3EAJQAP%2F64AJQAR%2F64AJQAk%2F9cAJQA3%2F8MAJQA5%2F%2BwAJQA6%2F%2BwAJQA7%2F9cAJQA8%2F%2BwAJQA9%2F%2BwAJQCC%2F9cAJQCD%2F9cAJQCE%2F9cAJQCF%2F9cAJQCG%2F9cAJQCH%2F9cAJQCf%2F%2BwAJQDM%2F64AJQDP%2F64AJgAm%2F9cAJgAq%2F9cAJgAy%2F9cAJgA0%2F9cAJgCJ%2F9cAJgCU%2F9cAJgCV%2F9cAJgCW%2F9cAJgCX%2F9cAJgCY%2F9cAJgCa%2F9cAJgDD%2F9cAJwAP%2F64AJwAR%2F64AJwAk%2F9cAJwA3%2F8MAJwA5%2F%2BwAJwA6%2F%2BwAJwA7%2F9cAJwA8%2F%2BwAJwA9%2F%2BwAJwCC%2F9cAJwCD%2F9cAJwCE%2F9cAJwCF%2F9cAJwCG%2F9cAJwCH%2F9cAJwCf%2F%2BwAJwDM%2F64AJwDP%2F64AKAAtAHsAKQAP%2F4UAKQAR%2F4UAKQAiACkAKQAk%2F9cAKQCC%2F9cAKQCD%2F9cAKQCE%2F9cAKQCF%2F9cAKQCG%2F9cAKQCH%2F9cAKQDM%2F4UAKQDP%2F4UALgAm%2F9cALgAq%2F9cALgAy%2F9cALgA0%2F9cALgCJ%2F9cALgCU%2F9cALgCV%2F9cALgCW%2F9cALgCX%2F9cALgCY%2F9cALgCa%2F9cALgDD%2F9cALwAF%2F1wALwAK%2F1wALwAm%2F9cALwAq%2F9cALwAy%2F9cALwA0%2F9cALwA3%2F9cALwA4%2F%2BwALwA5%2F9cALwA6%2F9cALwA8%2F8MALwCJ%2F9cALwCU%2F9cALwCV%2F9cALwCW%2F9cALwCX%2F9cALwCY%2F9cALwCa%2F9cALwCb%2F%2BwALwCc%2F%2BwALwCd%2F%2BwALwCe%2F%2BwALwCf%2F8MALwDD%2F9cALwDL%2F1wALwDO%2F1wAMgAP%2F64AMgAR%2F64AMgAk%2F9cAMgA3%2F8MAMgA5%2F%2BwAMgA6%2F%2BwAMgA7%2F9cAMgA8%2F%2BwAMgA9%2F%2BwAMgCC%2F9cAMgCD%2F9cAMgCE%2F9cAMgCF%2F9cAMgCG%2F9cAMgCH%2F9cAMgCf%2F%2BwAMgDM%2F64AMgDP%2F64AMwAP%2FvYAMwAR%2FvYAMwAk%2F5oAMwA7%2F9cAMwA9%2F%2BwAMwCC%2F5oAMwCD%2F5oAMwCE%2F5oAMwCF%2F5oAMwCG%2F5oAMwCH%2F5oAMwDM%2FvYAMwDP%2FvYANAAP%2F64ANAAR%2F64ANAAk%2F9cANAA3%2F8MANAA5%2F%2BwANAA6%2F%2BwANAA7%2F9cANAA8%2F%2BwANAA9%2F%2BwANACC%2F9cANACD%2F9cANACE%2F9cANACF%2F9cANACG%2F9cANACH%2F9cANACf%2F%2BwANADM%2F64ANADP%2F64ANwAP%2F4UANwAQ%2F64ANwAR%2F4UANwAiACkANwAk%2F3EANwAm%2F9cANwAq%2F9cANwAy%2F9cANwA0%2F9cANwA3ACkANwBE%2F1wANwBG%2F3EANwBH%2F3EANwBI%2F3EANwBK%2F3EANwBQ%2F5oANwBR%2F5oANwBS%2F3EANwBT%2F5oANwBU%2F3EANwBV%2F5oANwBW%2F4UANwBY%2F5oANwBZ%2F9cANwBa%2F9cANwBb%2F9cANwBc%2F9cANwBd%2F64ANwCC%2F3EANwCD%2F3EANwCE%2F3EANwCF%2F3EANwCG%2F3EANwCH%2F3EANwCJ%2F9cANwCU%2F9cANwCV%2F9cANwCW%2F9cANwCX%2F9cANwCY%2F9cANwCa%2F9cANwCi%2F3EANwCj%2F1wANwCk%2F1wANwCl%2F1wANwCm%2F1wANwCn%2F1wANwCo%2F1wANwCp%2F3EANwCq%2F3EANwCr%2F3EANwCs%2F3EANwCt%2F3EANwC0%2F3EANwC1%2F3EANwC2%2F3EANwC3%2F3EANwC4%2F3EANwC6%2F3EANwC7%2F5oANwC8%2F5oANwC9%2F5oANwC%2B%2F5oANwC%2F%2F9cANwDD%2F9cANwDE%2F3EANwDI%2F64ANwDJ%2F64ANwDM%2F4UANwDP%2F4UAOAAP%2F9cAOAAR%2F9cAOAAk%2F%2BwAOACC%2F%2BwAOACD%2F%2BwAOACE%2F%2BwAOACF%2F%2BwAOACG%2F%2BwAOACH%2F%2BwAOADM%2F9cAOADP%2F9cAOQAP%2F5oAOQAR%2F5oAOQAiACkAOQAk%2F64AOQAm%2F%2BwAOQAq%2F%2BwAOQAy%2F%2BwAOQA0%2F%2BwAOQBE%2F9cAOQBG%2F9cAOQBH%2F9cAOQBI%2F9cAOQBK%2F%2BwAOQBQ%2F%2BwAOQBR%2F%2BwAOQBS%2F9cAOQBT%2F%2BwAOQBU%2F9cAOQBV%2F%2BwAOQBW%2F%2BwAOQBY%2F%2BwAOQCC%2F64AOQCD%2F64AOQCE%2F64AOQCF%2F64AOQCG%2F64AOQCH%2F64AOQCJ%2F%2BwAOQCU%2F%2BwAOQCV%2F%2BwAOQCW%2F%2BwAOQCX%2F%2BwAOQCY%2F%2BwAOQCa%2F%2BwAOQCi%2F9cAOQCj%2F9cAOQCk%2F9cAOQCl%2F9cAOQCm%2F9cAOQCn%2F9cAOQCo%2F9cAOQCp%2F9cAOQCq%2F9cAOQCr%2F9cAOQCs%2F9cAOQCt%2F9cAOQC0%2F9cAOQC1%2F9cAOQC2%2F9cAOQC3%2F9cAOQC4%2F9cAOQC6%2F9cAOQC7%2F%2BwAOQC8%2F%2BwAOQC9%2F%2BwAOQC%2B%2F%2BwAOQDD%2F%2BwAOQDE%2F9cAOQDM%2F5oAOQDP%2F5oAOgAP%2F5oAOgAR%2F5oAOgAiACkAOgAk%2F64AOgAm%2F%2BwAOgAq%2F%2BwAOgAy%2F%2BwAOgA0%2F%2BwAOgBE%2F9cAOgBG%2F9cAOgBH%2F9cAOgBI%2F9cAOgBK%2F%2BwAOgBQ%2F%2BwAOgBR%2F%2BwAOgBS%2F9cAOgBT%2F%2BwAOgBU%2F9cAOgBV%2F%2BwAOgBW%2F%2BwAOgBY%2F%2BwAOgCC%2F64AOgCD%2F64AOgCE%2F64AOgCF%2F64AOgCG%2F64AOgCH%2F64AOgCJ%2F%2BwAOgCU%2F%2BwAOgCV%2F%2BwAOgCW%2F%2BwAOgCX%2F%2BwAOgCY%2F%2BwAOgCa%2F%2BwAOgCi%2F9cAOgCj%2F9cAOgCk%2F9cAOgCl%2F9cAOgCm%2F9cAOgCn%2F9cAOgCo%2F9cAOgCp%2F9cAOgCq%2F9cAOgCr%2F9cAOgCs%2F9cAOgCt%2F9cAOgC0%2F9cAOgC1%2F9cAOgC2%2F9cAOgC3%2F9cAOgC4%2F9cAOgC6%2F9cAOgC7%2F%2BwAOgC8%2F%2BwAOgC9%2F%2BwAOgC%2B%2F%2BwAOgDD%2F%2BwAOgDE%2F9cAOgDM%2F5oAOgDP%2F5oAOwAm%2F9cAOwAq%2F9cAOwAy%2F9cAOwA0%2F9cAOwCJ%2F9cAOwCU%2F9cAOwCV%2F9cAOwCW%2F9cAOwCX%2F9cAOwCY%2F9cAOwCa%2F9cAOwDD%2F9cAPAAP%2F4UAPAAR%2F4UAPAAiACkAPAAk%2F4UAPAAm%2F9cAPAAq%2F9cAPAAy%2F9cAPAA0%2F9cAPABE%2F5oAPABG%2F5oAPABH%2F5oAPABI%2F5oAPABK%2F9cAPABQ%2F8MAPABR%2F8MAPABS%2F5oAPABT%2F8MAPABU%2F5oAPABV%2F8MAPABW%2F64APABY%2F8MAPABd%2F9cAPACC%2F4UAPACD%2F4UAPACE%2F4UAPACF%2F4UAPACG%2F4UAPACH%2F4UAPACJ%2F9cAPACU%2F9cAPACV%2F9cAPACW%2F9cAPACX%2F9cAPACY%2F9cAPACa%2F9cAPACi%2F5oAPACj%2F5oAPACk%2F5oAPACl%2F5oAPACm%2F5oAPACn%2F5oAPACo%2F5oAPACp%2F5oAPACq%2F5oAPACr%2F5oAPACs%2F5oAPACt%2F5oAPAC0%2F5oAPAC1%2F5oAPAC2%2F5oAPAC3%2F5oAPAC4%2F5oAPAC6%2F5oAPAC7%2F8MAPAC8%2F8MAPAC9%2F8MAPAC%2B%2F8MAPADD%2F9cAPADE%2F5oAPADM%2F4UAPADP%2F4UAPQAm%2F%2BwAPQAq%2F%2BwAPQAy%2F%2BwAPQA0%2F%2BwAPQCJ%2F%2BwAPQCU%2F%2BwAPQCV%2F%2BwAPQCW%2F%2BwAPQCX%2F%2BwAPQCY%2F%2BwAPQCa%2F%2BwAPQDD%2F%2BwAPgAtALgARAAF%2F%2BwARAAK%2F%2BwARADL%2F%2BwARADO%2F%2BwARQAF%2F%2BwARQAK%2F%2BwARQBZ%2F9cARQBa%2F9cARQBb%2F9cARQBc%2F9cARQBd%2F%2BwARQC%2F%2F9cARQDL%2F%2BwARQDO%2F%2BwARgAFACkARgAKACkARgDLACkARgDOACkASAAF%2F%2BwASAAK%2F%2BwASABZ%2F9cASABa%2F9cASABb%2F9cASABc%2F9cASABd%2F%2BwASAC%2F%2F9cASADL%2F%2BwASADO%2F%2BwASQAFAHsASQAKAHsASQDLAHsASQDOAHsASwAF%2F%2BwASwAK%2F%2BwASwDL%2F%2BwASwDO%2F%2BwATgBG%2F9cATgBH%2F9cATgBI%2F9cATgBS%2F9cATgBU%2F9cATgCi%2F9cATgCp%2F9cATgCq%2F9cATgCr%2F9cATgCs%2F9cATgCt%2F9cATgC0%2F9cATgC1%2F9cATgC2%2F9cATgC3%2F9cATgC4%2F9cATgC6%2F9cATgDE%2F9cAUAAF%2F%2BwAUAAK%2F%2BwAUADL%2F%2BwAUADO%2F%2BwAUQAF%2F%2BwAUQAK%2F%2BwAUQDL%2F%2BwAUQDO%2F%2BwAUgAF%2F%2BwAUgAK%2F%2BwAUgBZ%2F9cAUgBa%2F9cAUgBb%2F9cAUgBc%2F9cAUgBd%2F%2BwAUgC%2F%2F9cAUgDL%2F%2BwAUgDO%2F%2BwAUwAF%2F%2BwAUwAK%2F%2BwAUwBZ%2F9cAUwBa%2F9cAUwBb%2F9cAUwBc%2F9cAUwBd%2F%2BwAUwC%2F%2F9cAUwDL%2F%2BwAUwDO%2F%2BwAVQAFAFIAVQAKAFIAVQBE%2F9cAVQBG%2F9cAVQBH%2F9cAVQBI%2F9cAVQBK%2F%2BwAVQBS%2F9cAVQBU%2F9cAVQCi%2F9cAVQCj%2F9cAVQCk%2F9cAVQCl%2F9cAVQCm%2F9cAVQCn%2F9cAVQCo%2F9cAVQCp%2F9cAVQCq%2F9cAVQCr%2F9cAVQCs%2F9cAVQCt%2F9cAVQC0%2F9cAVQC1%2F9cAVQC2%2F9cAVQC3%2F9cAVQC4%2F9cAVQC6%2F9cAVQDE%2F9cAVQDLAFIAVQDOAFIAVwAFACkAVwAKACkAVwDLACkAVwDOACkAWQAFAFIAWQAKAFIAWQAP%2F64AWQAR%2F64AWQAiACkAWQDLAFIAWQDM%2F64AWQDOAFIAWQDP%2F64AWgAFAFIAWgAKAFIAWgAP%2F64AWgAR%2F64AWgAiACkAWgDLAFIAWgDM%2F64AWgDOAFIAWgDP%2F64AWwBG%2F9cAWwBH%2F9cAWwBI%2F9cAWwBS%2F9cAWwBU%2F9cAWwCi%2F9cAWwCp%2F9cAWwCq%2F9cAWwCr%2F9cAWwCs%2F9cAWwCt%2F9cAWwC0%2F9cAWwC1%2F9cAWwC2%2F9cAWwC3%2F9cAWwC4%2F9cAWwC6%2F9cAWwDE%2F9cAXAAFAFIAXAAKAFIAXAAP%2F64AXAAR%2F64AXAAiACkAXADLAFIAXADM%2F64AXADOAFIAXADP%2F64AXgAtALgAggAF%2F3EAggAK%2F3EAggAm%2F9cAggAq%2F9cAggAtAQoAggAy%2F9cAggA0%2F9cAggA3%2F3EAggA5%2F64AggA6%2F64AggA8%2F4UAggCJ%2F9cAggCU%2F9cAggCV%2F9cAggCW%2F9cAggCX%2F9cAggCY%2F9cAggCa%2F9cAggCf%2F4UAggDD%2F9cAggDL%2F3EAggDO%2F3EAgwAF%2F3EAgwAK%2F3EAgwAm%2F9cAgwAq%2F9cAgwAtAQoAgwAy%2F9cAgwA0%2F9cAgwA3%2F3EAgwA5%2F64AgwA6%2F64AgwA8%2F4UAgwCJ%2F9cAgwCU%2F9cAgwCV%2F9cAgwCW%2F9cAgwCX%2F9cAgwCY%2F9cAgwCa%2F9cAgwCf%2F4UAgwDD%2F9cAgwDL%2F3EAgwDO%2F3EAhAAF%2F3EAhAAK%2F3EAhAAm%2F9cAhAAq%2F9cAhAAtAQoAhAAy%2F9cAhAA0%2F9cAhAA3%2F3EAhAA5%2F64AhAA6%2F64AhAA8%2F4UAhACJ%2F9cAhACU%2F9cAhACV%2F9cAhACW%2F9cAhACX%2F9cAhACY%2F9cAhACa%2F9cAhACf%2F4UAhADD%2F9cAhADL%2F3EAhADO%2F3EAhQAF%2F3EAhQAK%2F3EAhQAm%2F9cAhQAq%2F9cAhQAtAQoAhQAy%2F9cAhQA0%2F9cAhQA3%2F3EAhQA5%2F64AhQA6%2F64AhQA8%2F4UAhQCJ%2F9cAhQCU%2F9cAhQCV%2F9cAhQCW%2F9cAhQCX%2F9cAhQCY%2F9cAhQCa%2F9cAhQCf%2F4UAhQDD%2F9cAhQDL%2F3EAhQDO%2F3EAhgAF%2F3EAhgAK%2F3EAhgAm%2F9cAhgAq%2F9cAhgAtAQoAhgAy%2F9cAhgA0%2F9cAhgA3%2F3EAhgA5%2F64AhgA6%2F64AhgA8%2F4UAhgCJ%2F9cAhgCU%2F9cAhgCV%2F9cAhgCW%2F9cAhgCX%2F9cAhgCY%2F9cAhgCa%2F9cAhgCf%2F4UAhgDD%2F9cAhgDL%2F3EAhgDO%2F3EAhwAF%2F3EAhwAK%2F3EAhwAm%2F9cAhwAq%2F9cAhwAtAQoAhwAy%2F9cAhwA0%2F9cAhwA3%2F3EAhwA5%2F64AhwA6%2F64AhwA8%2F4UAhwCJ%2F9cAhwCU%2F9cAhwCV%2F9cAhwCW%2F9cAhwCX%2F9cAhwCY%2F9cAhwCa%2F9cAhwCf%2F4UAhwDD%2F9cAhwDL%2F3EAhwDO%2F3EAiAAtAHsAiQAm%2F9cAiQAq%2F9cAiQAy%2F9cAiQA0%2F9cAiQCJ%2F9cAiQCU%2F9cAiQCV%2F9cAiQCW%2F9cAiQCX%2F9cAiQCY%2F9cAiQCa%2F9cAiQDD%2F9cAigAtAHsAiwAtAHsAjAAtAHsAjQAtAHsAkgAP%2F64AkgAR%2F64AkgAk%2F9cAkgA3%2F8MAkgA5%2F%2BwAkgA6%2F%2BwAkgA7%2F9cAkgA8%2F%2BwAkgA9%2F%2BwAkgCC%2F9cAkgCD%2F9cAkgCE%2F9cAkgCF%2F9cAkgCG%2F9cAkgCH%2F9cAkgCf%2F%2BwAkgDM%2F64AkgDP%2F64AlAAP%2F64AlAAR%2F64AlAAk%2F9cAlAA3%2F8MAlAA5%2F%2BwAlAA6%2F%2BwAlAA7%2F9cAlAA8%2F%2BwAlAA9%2F%2BwAlACC%2F9cAlACD%2F9cAlACE%2F9cAlACF%2F9cAlACG%2F9cAlACH%2F9cAlACf%2F%2BwAlADM%2F64AlADP%2F64AlQAP%2F64AlQAR%2F64AlQAk%2F9cAlQA3%2F8MAlQA5%2F%2BwAlQA6%2F%2BwAlQA7%2F9cAlQA8%2F%2BwAlQA9%2F%2BwAlQCC%2F9cAlQCD%2F9cAlQCE%2F9cAlQCF%2F9cAlQCG%2F9cAlQCH%2F9cAlQCf%2F%2BwAlQDM%2F64AlQDP%2F64AlgAP%2F64AlgAR%2F64AlgAk%2F9cAlgA3%2F8MAlgA5%2F%2BwAlgA6%2F%2BwAlgA7%2F9cAlgA8%2F%2BwAlgA9%2F%2BwAlgCC%2F9cAlgCD%2F9cAlgCE%2F9cAlgCF%2F9cAlgCG%2F9cAlgCH%2F9cAlgCf%2F%2BwAlgDM%2F64AlgDP%2F64AlwAP%2F64AlwAR%2F64AlwAk%2F9cAlwA3%2F8MAlwA5%2F%2BwAlwA6%2F%2BwAlwA7%2F9cAlwA8%2F%2BwAlwA9%2F%2BwAlwCC%2F9cAlwCD%2F9cAlwCE%2F9cAlwCF%2F9cAlwCG%2F9cAlwCH%2F9cAlwCf%2F%2BwAlwDM%2F64AlwDP%2F64AmAAP%2F64AmAAR%2F64AmAAk%2F9cAmAA3%2F8MAmAA5%2F%2BwAmAA6%2F%2BwAmAA7%2F9cAmAA8%2F%2BwAmAA9%2F%2BwAmACC%2F9cAmACD%2F9cAmACE%2F9cAmACF%2F9cAmACG%2F9cAmACH%2F9cAmACf%2F%2BwAmADM%2F64AmADP%2F64AmgAP%2F64AmgAR%2F64AmgAk%2F9cAmgA3%2F8MAmgA5%2F%2BwAmgA6%2F%2BwAmgA7%2F9cAmgA8%2F%2BwAmgA9%2F%2BwAmgCC%2F9cAmgCD%2F9cAmgCE%2F9cAmgCF%2F9cAmgCG%2F9cAmgCH%2F9cAmgCf%2F%2BwAmgDM%2F64AmgDP%2F64AmwAP%2F9cAmwAR%2F9cAmwAk%2F%2BwAmwCC%2F%2BwAmwCD%2F%2BwAmwCE%2F%2BwAmwCF%2F%2BwAmwCG%2F%2BwAmwCH%2F%2BwAmwDM%2F9cAmwDP%2F9cAnAAP%2F9cAnAAR%2F9cAnAAk%2F%2BwAnACC%2F%2BwAnACD%2F%2BwAnACE%2F%2BwAnACF%2F%2BwAnACG%2F%2BwAnACH%2F%2BwAnADM%2F9cAnADP%2F9cAnQAP%2F9cAnQAR%2F9cAnQAk%2F%2BwAnQCC%2F%2BwAnQCD%2F%2BwAnQCE%2F%2BwAnQCF%2F%2BwAnQCG%2F%2BwAnQCH%2F%2BwAnQDM%2F9cAnQDP%2F9cAngAP%2F9cAngAR%2F9cAngAk%2F%2BwAngCC%2F%2BwAngCD%2F%2BwAngCE%2F%2BwAngCF%2F%2BwAngCG%2F%2BwAngCH%2F%2BwAngDM%2F9cAngDP%2F9cAnwAP%2F4UAnwAR%2F4UAnwAiACkAnwAk%2F4UAnwAm%2F9cAnwAq%2F9cAnwAy%2F9cAnwA0%2F9cAnwBE%2F5oAnwBG%2F5oAnwBH%2F5oAnwBI%2F5oAnwBK%2F9cAnwBQ%2F8MAnwBR%2F8MAnwBS%2F5oAnwBT%2F8MAnwBU%2F5oAnwBV%2F8MAnwBW%2F64AnwBY%2F8MAnwBd%2F9cAnwCC%2F4UAnwCD%2F4UAnwCE%2F4UAnwCF%2F4UAnwCG%2F4UAnwCH%2F4UAnwCJ%2F9cAnwCU%2F9cAnwCV%2F9cAnwCW%2F9cAnwCX%2F9cAnwCY%2F9cAnwCa%2F9cAnwCi%2F5oAnwCj%2F5oAnwCk%2F5oAnwCl%2F5oAnwCm%2F5oAnwCn%2F5oAnwCo%2F5oAnwCp%2F5oAnwCq%2F5oAnwCr%2F5oAnwCs%2F5oAnwCt%2F5oAnwC0%2F5oAnwC1%2F5oAnwC2%2F5oAnwC3%2F5oAnwC4%2F5oAnwC6%2F5oAnwC7%2F8MAnwC8%2F8MAnwC9%2F8MAnwC%2B%2F8MAnwDD%2F9cAnwDE%2F5oAnwDM%2F4UAnwDP%2F4UAoAAP%2FvYAoAAR%2FvYAoAAk%2F5oAoAA7%2F9cAoAA9%2F%2BwAoACC%2F5oAoACD%2F5oAoACE%2F5oAoACF%2F5oAoACG%2F5oAoACH%2F5oAoADM%2FvYAoADP%2FvYAogAF%2F%2BwAogAK%2F%2BwAogDL%2F%2BwAogDO%2F%2BwAowAF%2F%2BwAowAK%2F%2BwAowDL%2F%2BwAowDO%2F%2BwApAAF%2F%2BwApAAK%2F%2BwApADL%2F%2BwApADO%2F%2BwApQAF%2F%2BwApQAK%2F%2BwApQDL%2F%2BwApQDO%2F%2BwApgAF%2F%2BwApgAK%2F%2BwApgDL%2F%2BwApgDO%2F%2BwApwAF%2F%2BwApwAK%2F%2BwApwDL%2F%2BwApwDO%2F%2BwAqgAF%2F%2BwAqgAK%2F%2BwAqgBZ%2F9cAqgBa%2F9cAqgBb%2F9cAqgBc%2F9cAqgBd%2F%2BwAqgC%2F%2F9cAqgDL%2F%2BwAqgDO%2F%2BwAqwAF%2F%2BwAqwAK%2F%2BwAqwBZ%2F9cAqwBa%2F9cAqwBb%2F9cAqwBc%2F9cAqwBd%2F%2BwAqwC%2F%2F9cAqwDL%2F%2BwAqwDO%2F%2BwArAAF%2F%2BwArAAK%2F%2BwArABZ%2F9cArABa%2F9cArABb%2F9cArABc%2F9cArABd%2F%2BwArAC%2F%2F9cArADL%2F%2BwArADO%2F%2BwArQAF%2F%2BwArQAK%2F%2BwArQBZ%2F9cArQBa%2F9cArQBb%2F9cArQBc%2F9cArQBd%2F%2BwArQC%2F%2F9cArQDL%2F%2BwArQDO%2F%2BwAsgAF%2F%2BwAsgAK%2F%2BwAsgBZ%2F9cAsgBa%2F9cAsgBb%2F9cAsgBc%2F9cAsgBd%2F%2BwAsgC%2F%2F9cAsgDL%2F%2BwAsgDO%2F%2BwAtAAF%2F%2BwAtAAK%2F%2BwAtABZ%2F9cAtABa%2F9cAtABb%2F9cAtABc%2F9cAtABd%2F%2BwAtAC%2F%2F9cAtADL%2F%2BwAtADO%2F%2BwAtQAF%2F%2BwAtQAK%2F%2BwAtQBZ%2F9cAtQBa%2F9cAtQBb%2F9cAtQBc%2F9cAtQBd%2F%2BwAtQC%2F%2F9cAtQDL%2F%2BwAtQDO%2F%2BwAtgAF%2F%2BwAtgAK%2F%2BwAtgBZ%2F9cAtgBa%2F9cAtgBb%2F9cAtgBc%2F9cAtgBd%2F%2BwAtgC%2F%2F9cAtgDL%2F%2BwAtgDO%2F%2BwAuAAF%2F9cAuAAK%2F9cAuADL%2F9cAuADO%2F9cAugAF%2F%2BwAugAK%2F%2BwAugBZ%2F9cAugBa%2F9cAugBb%2F9cAugBc%2F9cAugBd%2F%2BwAugC%2F%2F9cAugDL%2F%2BwAugDO%2F%2BwAvwAFAFIAvwAKAFIAvwAP%2F64AvwAR%2F64AvwAiACkAvwDLAFIAvwDM%2F64AvwDOAFIAvwDP%2F64AwAAF%2F%2BwAwAAK%2F%2BwAwABZ%2F9cAwABa%2F9cAwABb%2F9cAwABc%2F9cAwABd%2F%2BwAwAC%2F%2F9cAwADL%2F%2BwAwADO%2F%2BwAwQAFAFIAwQAKAFIAwQAP%2F64AwQAR%2F64AwQAiACkAwQDLAFIAwQDM%2F64AwQDOAFIAwQDP%2F64AwwAtAHsAyAA3%2F64AyQA3%2F64AygAk%2F3EAygA3ACkAygA5ACkAygA6ACkAygA8ABQAygBE%2F64AygBG%2F4UAygBH%2F4UAygBI%2F4UAygBK%2F8MAygBQ%2F8MAygBR%2F8MAygBS%2F4UAygBT%2F8MAygBU%2F4UAygBV%2F8MAygBW%2F8MAygBY%2F8MAygCC%2F3EAygCD%2F3EAygCE%2F3EAygCF%2F3EAygCG%2F3EAygCH%2F3EAygCfABQAygCi%2F4UAygCj%2F64AygCk%2F64AygCl%2F64AygCm%2F64AygCn%2F64AygCo%2F64AygCp%2F4UAygCq%2F4UAygCr%2F4UAygCs%2F4UAygCt%2F4UAygC0%2F4UAygC1%2F4UAygC2%2F4UAygC3%2F4UAygC4%2F4UAygC6%2F4UAygC7%2F8MAygC8%2F8MAygC9%2F8MAygC%2B%2F8MAygDE%2F4UAywAk%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%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%2F%2FQAAP9mAGYAAAAAAAAAAAAAAAAAAAAAAAAAAADWAAAAAQACAAMABAAFAAYABwAIAAkACgALAAwADQAOAA8AEAARABIAEwAUABUAFgAXABgAGQAaABsAHAAdAB4AHwAgACEAIgAjACQAJQAmACcAKAApACoAKwAsAC0ALgAvADAAMQAyADMANAA1ADYANwA4ADkAOgA7ADwAPQA%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAIACAAK%2F%2F8ADwAAAAEAAAAAyYlvMQAAAADJY0iWAAAAAMnt2GQ%3D%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Source%20Code%20Pro%27%3B%0Afont%2Dstyle%3A%20normal%3B%0Afont%2Dweight%3A%20400%3B%0Asrc%3A%20url%28data%3Aapplication%2Ffont%2Dsfnt%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTWaiaLcAAKVwAAAAHE9TLzJyvPgMAAABeAAAAGBjbWFwVIOo9QAAA8QAAAICY3Z0IAC%2FC3EAAAeAAAAAImZwZ20GWZw3AAAFyAAAAXNnYXNw%2F%2F8AAwAApWgAAAAIZ2x5ZrbD8a4AAAmIAABdUGhlYWT7xXV0AAAA%2FAAAADZoaGVhBi4C3QAAATQAAAAkaG10eDZGLdMAAAHYAAAB6mxvY2F%2FBGjeAAAHpAAAAeJtYXhwAwgBUgAAAVgAAAAgbmFtZXFCsfwAAGbYAAA7ZHBvc3QKYvRKAACiPAAAAylwcmVwJrMjsAAABzwAAABBAAEAAAABBFos1IC0Xw889QAfA%2BgAAAAAzR8W4gAAAADNHxbi%2F%2F%2F%2FBgJVA2sAAAAIAAIAAAAAAAAAAQAAA9j%2B7wAAA%2Bj%2F%2FwAAAlUAAQAAAAAAAAAAAAAAAAAAAAUAAQAAAPAAVgAEAEgABgABAAAAAAAKAAACAACyAAMAAQADAlgBkAAFAAACigJYAAAASwKKAlgAAAFeADIBIAAAAgsFCQMEAwICBCAAAAcAABgBAAAAAAAAAABBREJFAEAADSIVAu7%2FBgAAA9gBEWAAAZMAAAAAAeYCkAAAACAAAQPoAAAAAAAAAU0AAAAAAAACWAAAAAAA4wCDAFcAVQAcACoA9QDQAHoAVABVAMUAVQDbAGMARwBiAEUAOQAnADgATQBGAEQAQwDbAMUAeABVAGsAbQAxACAAZwBCAFUAcwCHADUATwBfAFEAYgCGAFEAUwAwAGYAMQBkAEMAKgBPACsACgA2ACYAQQDiAGMAYwBvADwAuQBRAF0AUAA8AEUAZwBIAF0AWgA3AGoAUQA8AF0APABdADwAkgBIAEUATQAzAAgAQAAxAEcAeAEHAGMATAAAAOMAcQBNADoANQEHAFsAlgAeAKcAUwBVAFUAcACxAK8AVQCuAKwA6wBNAEgA2wDdANAAjgBhABwAHAAnAHsAIAAgACAAIAAgACD%2F%2FwBCAHMAcwBzAHMAXwBfAF8AXwAQAFMAMAAwADAAMAAwAGYALQBPAE8ATwBPACYAZQBYAFEAUQBRAFEAUQBRABEAUABFAEUARQBFAFoAWgBaAFoAPABdADwAPAA8ADwAPABVADwATQBNAE0ATQAxAF0AMQBaACEACwCoAM8AngC5AOsAqACeALEAlgDPANcApwCOAFAAFADRANkA2QBfAGcAZwCXAMUA0wAcAKwAOgBVABwAoQDQAK0ArACsAKkA%2BQCkAJsApQDPANIAAAAAAAMAAAADAAAAHAABAAAAAAD8AAMAAQAAABwABADgAAAANAAgAAQAFAAAAA0AfgD%2FATEBUwLGAtoC3AMEAwgDCgMnHUMdUiAUIBogHiAiIDogRCB0IKwiEiIV%2F%2F8AAAAAAA0AIACgATEBUgLGAtoC3AMAAwgDCgMnHUMdUiATIBggHCAiIDkgRCB0IKwiEiIV%2F%2F8AA%2F%2F3%2F%2BX%2FxP%2BT%2F3P%2BAf3u%2Fe39yv3H%2Fcb9quOP44HgweC%2B4L3guuCk4JvgbOA13tDezgABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQYAAAMAAAAAAAAAAQIAAAAEAAAAAAAAAAAAAAAAAAAAAQAABQYHCAkKCwwNDg8QERITFBUWFxgZGhscHR4fICEiIyQlJicoKSorLC0uLzAxMjM0NTY3ODk6Ozw9Pj9AQUJDREVGR0hJSktMTU5PUFFSU1RVVldYWVpbXF1eX2BhYmMAiImLjZWaoKWkpqinqautrK6vsbCys7W3tri6ub69v8AAdGZna9x6o3JtAHhsAIqcAHUAAGl5AAAAAABufgCqvINlcAAAAABvfwBkhIeZxcbU1dna1te7AMMA3%2BHd3gAAAHvY2wCGjoWPjJGSk5CXmACWnp%2BdxMfJcwAAyHwAAAAAALgAACxLuAAJUFixAQGOWbgB%2F4W4AEQduQAJAANfXi24AAEsICBFaUSwAWAtuAACLLgAASohLbgAAywgRrADJUZSWCNZIIogiklkiiBGIGhhZLAEJUYgaGFkUlgjZYpZLyCwAFNYaSCwAFRYIbBAWRtpILAAVFghsEBlWVk6LbgABCwgRrAEJUZSWCOKWSBGIGphZLAEJUYgamFkUlgjilkv%2FS24AAUsSyCwAyZQWFFYsIBEG7BARFkbISEgRbDAUFiwwEQbIVlZLbgABiwgIEVpRLABYCAgRX1pGESwAWAtuAAHLLgABiotuAAILEsgsAMmU1iwQBuwAFmKiiCwAyZTWCMhsICKihuKI1kgsAMmU1gjIbgAwIqKG4ojWSCwAyZTWCMhuAEAioobiiNZILADJlNYIyG4AUCKihuKI1kguAADJlNYsAMlRbgBgFBYIyG4AYAjIRuwAyVFIyEjIVkbIVlELbgACSxLU1hFRBshIVktALAAKwCyAQECKwGyAgECKwG3AkA2KiEUAAgrALcBTUAyJBcACCsAsgMHByuwACBFfWkYREuwYFJYsAEbsABZsAGOAAAAABQARABWAAAADP8zAAwB5gAMAj4ADAJ%2BAAwCkAAMAsgADAAAAAAAAAAAAAAAAAAAAAAAOABEALoBJAE0AeYB%2FAIeAj4CdAKYAr4CxgLoAwIDZAOcA%2B4EYASyBRgFjAXCBkgGvAbIBtQHBgcSB0QHlggMCFAItAkECUIJgAm2ChYKUgqICsQLFAs6C5AL4Aw0DH4M8A1EDbIN3g4gDlgOuA8UD1IPiA%2BmD8AP3hAIEBwQJBCqESYRdhHuEkwSnBNqE8IUABRWFKYU3hViFboWDhaIFwAXTBeyGAIYVhiQGQIZYBm%2BGfQaVhpqGswbChsKGzgbohwKHGQcxhzkHXAdeB4AHggeFB4qHjIeqh6yHu4fLB82H0AfSB%2B%2BH%2FAf%2BiACIAwgFCAgIDAgQCBQIKAgrCC4IMQg0CDcIOghQiFOIVohZiFyIX4hiiGWIaIhriH%2BIgoiFiIiIi4iOiJGInQi%2FCMIIxQjICMsIzgjfCP4JAQkECQcJCgkNCRAJPglBCUQJRwlKCU0JUAlTCVYJWQl8CX8JggmFCYgJiwmOCZ4JwAnDCcYJyQnMCc8J7YnwifqKDwo5CjsKPQo%2FCkOKSIpQil6KY4pwin0KiIqdiqyKsYq2isAKyQrLis6K0YrVCt6K5IrqivGK9AsTixiLGospCzGLQQtWC2SLaQtuC3YLhQuSC56LqgAAAACAOP%2F9AF1Ap4ABQARAC0AuAAARVi4AAEvG7kAAQANPlm4AABFWLgADy8buQAPAAM%2BWbgACdy4AAXcMDEBJzMHAyMHNDYzMhYVFAYjIiYBBgJQAgo4LSseHisrHh4rAkBeXv6opiMpKSMkKioAAAD%2F%2FwCDAWAB1gKvEiYADI4AEAYADHMAAAAAAgBXAAACBwKKABsAHwCLALgAAEVYuAAILxu5AAgACz5ZuAAARVi4AAwvG7kADAALPlm4AABFWLgAGy8buQAbAAM%2BWbgAAEVYuAAXLxu5ABcAAz5ZuwACAAEAAQAEK7sABgABAAUABCu4AAYQuAAK0LgADtC4AAUQuAAe0LgAEdC4AAIQuAAf0LgAEtC4AAEQuAAZ0LgAFdAwMTcjNTM3IzUzNzMHMzczBzMVIwczFSMHIzcjByMTNyMHpk9WE1VbGDUXhBg1F1FXE1ZdGDYZhRg22ROFEsw5lDq3t7e3OpQ5zMzMAQWUlAAAAAABAFX%2FkgIAAuwAMQBHALgAFi%2B4ACwvuAAr3LkABQAB9LgAFhC4ABfcugAIABcAKxESObgAFNC4ABcQuQAeAAH0ugAhACsAFxESObgAKxC4AC7QMDEBLgMjIgYVFB4EFRQOAgcVIzUuASc3HgEzMjY1NC4ENTQ2NzUzFR4BFwHDER8iKBkzOy9HUkcvGS9BJzw4ZCMnJls5PD0vRlNGL1lJPDdKHgHtDRUPCC0mHCQeHio8LiA3KRsEkpEFLB05GykxJh8pIB4pOSw%2FUAiEgwUqHQAA%2F%2F8AHP%2F0Aj0CihInAOT%2FewFNECYA3wAAEAcA5ACGAAAAAwAq%2F%2FQCQQKcAA0AGwBHAJAAuAAARVi4ADMvG7kAMwANPlm4AABFWLgAIS8buQAhAAM%2BWbgAAEVYuAAcLxu5ABwAAz5ZuAAhELkABQAB9LoACAAhADMREjm6ABEAMwAhERI5uAARELgAK9C4AAvQuAAzELkAGQAB9LgACBC4AB7QuAARELkAOwAB9LgAHhC4AEXQuAA%2B0LgAHBC4AEfQMDE3FB4CMzI2Ny4BJw4BExQWFz4DNTQmIyIGASYnDgEjIi4CNTQ%2BAjcuATU0PgIzMhYVFA4CBx4BFz4BNzMOAQcWF3oUIi4aHzoaMFUiICpGEA4VJR0QGyEjJgFqQUgkVzgsSDMdFCMsGBUXFSU1IT1CGSgyGiBTLRwpDkwSNCQ8Na8bLSARHBgqZDYcPQEtGzoeDx8hJRYdKzb9yRQ3IygbMEMoIDYtJxIpTyMhOCoYSDogNC8pFDNeJyhfOUF2NC4RAAABAPUBYAFjAq8ABQALALoAAgAEAAMrMDETJzMPASP3Am4CGTgCQW5u4QAAAAEA0P9QAd4C3AAOAAsAugAGAAAAAyswMQUuATU0NjcXDgEVFBYXBwGxaHl5aC1lX19lLbBR5JGR5FEqVch%2Ff8hVKgAAAQB6%2F1ABiALcAA0ACwC6AAcADQADKzAxFz4BNTQmJzceARUUBgd6ZV9fZS1oeXlohlXIf3%2FIVSpR5JGR5FEAAAEAVABvAgQCLAAOAC8AuAAOL7oAAQAOAAUREjm4AAEQuQAEAAH0uAAH0LgAARC4AArQuAAOELgADNAwMT8BJzcXNzMXNxcHFwcnB4psohCnCTAJpxCibCp4eI2lRi43vb03LkalHp%2BfAAAAAAEAVQBoAgMCLAALAB0AuwACAAEAAQAEK7gAAhC4AAbQuAABELgACdAwMQEjNTM1MxUzFSMVIwELtrZCtrZCASs%2Bw8M%2BwwAAAAEAxf8rAYwAmwASAAsAugAMAAYAAyswMRc%2BATcOASMiJjU0NjMyFhUUBgfFPj4CBQkFIC4wIC0tXVOhHE88AQElJiUnRTtYeR8AAP%2F%2FAFUBKwIDAWkSBgDiAAAAAQDb%2F%2FQBfQCdAAsAGAC4AABFWLgACS8buQAJAAM%2BWbgAA9wwMTc0NjMyFhUUBiMiJtsvIiIvLyIiL0gmLy8mJi4uAAABAGP%2FYAH1AsYAAwAYALgAAEVYuAACLxu5AAIADz5ZuAAA3DAxFyMBM61KAUhKoANmAAAAAwBH%2F%2FQCEQKKAAsAGwAnAEsAuAAARVi4AAYvG7kABgALPlm4AABFWLgAAC8buQAAAAM%2BWbgABhC5AAwAAfS4AAAQuQAUAAH0ugAcABQADBESObgAHC%2B4ACLcMDEFIiY1NDYzMhYVFAYDIg4CFRQWMzI2NTQuAgMiJjU0NjMyFhUUBgEsa3p6a2t6emshOCkWVUNDVRYpOCEZJSUZGSUlDK2goaiooaCtAlQeQWNFiYKCiUVjQR7%2BvSMgHyMjHyAjAAAAAAEAYgAAAhACfgAMAD0AuAAARVi4AAovG7kACgALPlm4AABFWLgAAi8buQACAAM%2BWbkAAwAB9LgAANC4AAoQuAAF0LkABwAB9DAxJRUhNTMRIzU%2BATczEQIQ%2FlK1iDNMHj1EREQB1jUIFxD9xgAAAAABAEUAAAIKAooAHwBDALgAAEVYuAAPLxu5AA8ACz5ZuAAARVi4AB4vG7kAHgADPlm5ABwAAfS4AADQugAFAA8AHhESObgADxC5AAgAAfQwMTc%2BAzU0JiMiBgcnPgEzMh4CFRQOAgc%2BATsBFSFJUX1VLERHLU0fLytjRDBNNh0rTmxBHT0d0v4%2FMUh0YVQoN0YtIC8sNRsxRiotW2FpOwIERwAAAAEAOf%2F0AgYCigAzAFMAuAAARVi4AB0vG7kAHQALPlm4AABFWLgAMC8buQAwAAM%2BWbkAAwAB9LoADQAdADAREjm4AA0vuQAOAAH0uAAdELkAFgAB9LoAJgANAA4REjkwMTceATMyPgI1NC4CIzUyPgI1NCYjIgYHJz4BMzIeAhUUBgcVHgMVFA4CIyImJ2MgWT4hOCkXGThYPzlPMhdHOy1QICwoZj4tTTkgTDwgOSwZJD9UMFNwI4QeLhEeKxscLyISPxIgLBkvNiQdNCMtFik8JzpKFAQHGyk2ISpELxk3IwAAAAIAJwAAAiECfgAJABQAWQC4AABFWLgAES8buQARAAs%2BWbgAAEVYuAANLxu5AA0AAz5ZuwAOAAEAAAAEK7gAERC5AAQAAfS4AAAQuAAJ0LgADhC4AAvQuAAJELgAENC4AAAQuAAT0DAxJTU%2BATcjDgEPAQUjFSM1ITUBMxEzAXABAgIFDyIQrQGfY07%2BtwE%2FWGPyxho9GhcvF9pCsLA3AZf%2BdAAAAQA4%2F%2FQCCgJ%2BACgAVQC4AABFWLgAEi8buQASAAs%2BWbgAAEVYuAAjLxu5ACMAAz5ZuwAZAAEADQAEK7gAIxC5AAUAAfS6ABYAIwASERI5uAAWELgAEdC4ABIQuQAUAAH0MDE3HgMzMj4CNTQmIyIGBycTIRUhBz4BMzIeAhUUDgIjIi4CJ2EQJCs1ICI7LBlVSCg4IiwVAWn%2B4BEcNSUuUDsiJ0JVLitFNy0SgQ4bFAwVJjYhQkoUExwBM0e9DA4YMUs0NFA3HQ8YHxEAAgBN%2F%2FQCFgKKAA0AMABXALgAAEVYuAAtLxu5AC0ACz5ZuAAARVi4ACMvG7kAIwADPlm7AAgAAQAZAAQruAAjELkAAAAB9LoAFgAjAC0REjm4ABYQuQALAAH0uAAtELkAEQAB9DAxJTI%2BAjU0JiMiBgceARMuASMiDgIHPgEzMh4CFRQOAiMiLgI1ND4CMzIWFwFBHDIkFUZCJlQpCVXhGUIkJkY1IQEmXzAsSTUdIzpNKzRZQiUsSmE0O1cgNRQlMyBCRScvXWAB3hcbHEBpTSYtGTFKMS5LNh4mTXNNYIdVJycdAAAAAAEARgAAAhQCfgAPADMAuAAARVi4AAcvG7kABwALPlm4AABFWLgAAC8buQAAAAM%2BWbgABxC5AAUAAfS4AAnQMDEzPgM3ITUhFQ4DByPiBBoyTTf%2BkAHOP1IyFgNWW5WGfkNHM0iEiZheAAAAAAMARP%2F0AhMCigANABoAQABXALgAAEVYuAApLxu5ACkACz5ZuAAARVi4ADwvG7kAPAADPlm5AAMAAfS4ACkQuQATAAH0ugALAAMAExESObgACy%2B4ADHQuAAxL7gADty4AAsQuAAg3DAxNxQWMzI2NTQuAicOATc2NTQmIyIGFRQeAgc0PgI3NS4BNTQ%2BAjMyHgIVFAYHFR4DFRQOAiMiLgKPV0pITB82SSovPtFQQj82QhouPfgYJjEaKDkdNUgrL0kzGzkoGi4iEx86VTc2VzwhqzZEPjIhLSAZDhpBgTpGMEE4Lx0pIBnEITQqHwwEGUkzJTwrGBktPyUtTxwEDR4mMyIkPi4aGi9AAAACAEP%2F9AIMAooADQAwAFcAuAAARVi4ACMvG7kAIwALPlm4AABFWLgALS8buQAtAAM%2BWbsAAAABABkABCu6ABYALQAjERI5uAAWELkAAwAB9LgAIxC5AAYAAfS4AC0QuQARAAH0MDEBMjY3LgEjIg4CFRQWBx4BMzI%2BAjcOASMiLgI1ND4CMzIeAhUUDgIjIiYnARklVCoKU0cdMSQVRVkYQiUmRTUgAiddMSxJNB0iO00qNFpCJS1KYDQ7VyABNicuXmAUJTQfQkXLFxwcQWhNJiwZMUoxLks2HiZNc01gh1UnJh0AAAD%2F%2FwDb%2F%2FQBfQIDEicAEwAAAWYQBgATAAD%2F%2FwDF%2FysBjAIDEicAEwAAAWYQBgARAAAAAQB4ADAB7QJoAAcAOwC7AAAAAQAHAAQruAAAELgAAtC4AAIvuQABAAH0ugAEAAAABxESObgABxC4AAXQuAAFL7kABgAB9DAxEyUVBRUFFSV4AXX%2B0wEt%2FosBa%2F1PywTLT%2F0A%2F%2F8AVQDBAgMB1BImAOIAaxAGAOIAlgAAAAEAawAwAeACaAAHADsAuwAHAAEAAAAEK7gAABC4AALQuAACL7kAAQAB9LoABAAHAAAREjm4AAcQuAAF0LgABS%2B5AAYAAfQwMQEFNSU1JTUFAeD%2BiwEt%2FtMBdQEt%2FU%2FLBMtP%2FQACAG3%2F9AHfAqoAHQApACoAuAAARVi4ACcvG7kAJwADPlm7ABEAAQAKAAQruAAnELgAIdy4AADcMDE3Jj4ENTQmIyIGByc%2BATMyHgIVFA4EFwc0NjMyFhUUBiMiJvIGEiMsJxo3NyZBGzEiXDoqRDEbGyctJRUFZiseHisrHh4r6CQ4LignKhoqNx8bLSMuFik5JCEzKygsMyCmIykpIyQqKgAAAAIAMf9wAiICewA0AD0APwC7AB4AAQAlAAQruwAvAAEAFAAEK7sAOAABAAYABCu7ADsAAQAOAAQrugACAAYALxESObgAAhC5ADoAAfQwMSUjJyMOASMiLgI1NDY3NTQuAiMiDgIVFB4CMzI2NxcOASMiLgI1ND4CMzIeAhUFFBYzMjc1DgECIjIHBBZHJxsvIxSIgBEkOSctUj8lJD5UMS1DHRwnUjI7alAvLVBrPjRMMhn%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%2FW%2Fso%2FQz05%2BAAAAQBC%2F%2FQCKgKcACEAOQC4AABFWLgABS8buQAFAA0%2BWbgAAEVYuAAdLxu5AB0AAz5ZuAAFELkADAAB9LgAHRC5ABYAAfQwMRM0PgIzMhYXBy4BIyIOAhUUHgIzMjY3Fw4BIyIuAkIrTmxAPFodLxpAKi9NNh0dNk0vLUYgMCdiPz5pTSwBSE9%2BWC8wIDUbISVFYj0%2BY0YmJiMzLTIuV38AAAIAVQAAAiUCkAAKABMAOQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAKLxu5AAoAAz5ZuAAAELkAEgAB9LgAChC5ABMAAfQwMRMzMhYVFA4CKwE3MjY1NCYrARFVoJWbJ0xwSaSbcG9vcEgCkKidTntVLUSKfX2E%2FfgAAAABAHMAAAISApAACwBNALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AAsvG7kACwADPlm4AAAQuQADAAH0ugAHAAsAABESObgABy%2B5AAQAAfS4AAsQuQAIAAH0MDETIRUhFSEVIRUhFSFzAZX%2BvwEP%2FvEBS%2F5hApBGzkfuRwAAAQCHAAACGAKQAAkAQwC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAJLxu5AAkAAz5ZuAAAELkAAwAB9LoABwAJAAAREjm4AAcvuQAEAAH0MDETIRUhFSEVIREjhwGR%2FsIBDf7zUwKQRt5G%2FtoAAQA1%2F%2FQCFQKcACcATQC4AABFWLgABS8buQAFAA0%2BWbgAAEVYuAAjLxu5ACMAAz5ZuAAFELkADgAB9LgAIxC5ABgAAfS6AB0AIwAFERI5uAAdL7kAHgAB9DAxEzQ%2BAjMyHgIXBy4BIyIOAhUUHgIzMjY3NSM1MxEOASMiLgI1K01rQCE2LSMOLxg%2BMC5LNh0bM0wwIzwTg9AgZEA%2BaEwqAUhPf1cvDhccDzUaIiVFYj0%2BY0YmFRKrRf7sICwuV38AAQBPAAACCQKQAAsASQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZugAJAAsAABESObgACS%2B5AAIAAfS4AAAQuAAE0LgACxC4AAfQMDETMxEhETMRIxEhESNPVAESVFT%2B7lQCkP7tARP9cAE1%2FssAAQBfAAAB%2BQKQAAsAQQC4AABFWLgABC8buQAEAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZuQAAAAH0uAAEELkAAwAB9LgABtC4AAAQuAAJ0DAxNzMRIzUhFSMRMxUhX6OjAZqjo%2F5mRwIDRkb9%2FUcAAQBR%2F%2FQB7QKRABMANQC4AABFWLgACS8buQAJAA0%2BWbgAAEVYuAAQLxu5ABAAAz5ZuQADAAH0uAAJELkABwAB9DAxNx4BMzI2NREhNSERFA4CIyImJ4cdSCZHQf7tAWYWM1M9OGkikywqS1EBckb%2BQS5RPCM0OQAAAQBiAAACQwKQAAwAawC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAELxu5AAQADT5ZuAAARVi4AAsvG7kACwADPlm4AABFWLgACC8buQAIAAM%2BWboAAwAHAAAREjm6AAkABwAAERI5uAAJELgABtC4AAMQuAAK0DAxEzMRMwEzBxMjAwcVI2JUAwEUXs%2FnXb5yVAKQ%2FrcBSfr%2BagFVhdAAAAEAhgAAAh0CkAAFACsAuAAARVi4AAAvG7kAAAANPlm4AABFWLgABS8buQAFAAM%2BWbkAAgAB9DAxEzMRIRUhhlIBRf5pApD9t0cAAAABAFEAAAIHApAAHQBNALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AB0vG7kAHQADPlm7ABIAAQAEAAQruAAAELgABtC4AB0QuAAJ0LgAABC5ABYAAfS4ABDQMDETMxMXMzcTMxEjETQ%2BAjcjDwEjLwEjHgMVESNRXF0hBCBcXEcCAwMCAytaLVosAwEEBAJGApD%2B6WpqARf9cAFxFDY3NRSM%2Ff2MFDU3NhT%2BjwAAAQBTAAACBQKQABMAWQC4AABFWLgAAS8buQABAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZugACAAEACxESObkABAAB9LgAARC4AAjQugAMAAsAARESObgAARC5AA0AAfS4AAsQuAAS0DAxEzMTFzMuATURMxEjAycjHgEVESNTVdVCAgIJT1XVQgICCU8CkP5ihjFrNAFU%2FXABnoYzZzP%2BqQAAAAIAMP%2F0AigCnAATACcANQC4AABFWLgACi8buQAKAA0%2BWbgAAEVYuAAALxu5AAAAAz5ZuQAUAAH0uAAKELkAHgAB9DAxBSIuAjU0PgIzMh4CFRQOAicyPgI1NC4CIyIOAhUUHgIBLDhcQyUlQ1w4N11DJSVDXTclPisYGCs%2BJSY9KxgYKz0MMFl%2FT099Vy4vV31OT39ZMEkmR2M%2BPWJEJSVEYj0%2BY0cmAAIAZgAAAiECkAAOABcARwC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAOLxu5AA4AAz5ZugAMAA4AABESObgADC%2B4AAAQuQAWAAH0uAAMELkAFwAB9DAxEzMyHgIVFA4CKwERIxMyNjU0JisBEWbJNlo%2FIyNAWTZ2U75XU1VVawKQFC1KNjRMMhn%2B%2FAFIQUZHN%2F77AAACADH%2FXQIpAp0AEwA0AEsAuAAARVi4ACQvG7kAJAANPlm4AABFWLgAGi8buQAaAAM%2BWbsAMQABABcABCu4ABoQuQAFAAH0uAAkELkADwAB9LgAGhC4AC7QMDETFB4CMzI%2BAjU0LgIjIg4CAQ4BIyImJy4DNTQ%2BAjMyHgIVFA4CBx4BMzI2N4YXKz0mJT0rFxcrPSUmPSsXAaMQJBZXbRkvTTceJEJcODdcQiQdNEstEUozDxkJAUs9ZEcnJ0dkPT1jRSUlRWP94wYIWEMIN1d2R099Vy8vV35ORnRXOAkqKwYEAAACAGQAAAIpApAACAAYAFMAuAAARVi4AA4vG7kADgANPlm4AABFWLgADS8buQANAAM%2BWboACwANAA4REjm4AAsvuQAAAAH0uAAOELkACAAB9LgADRC4AAnQuAALELgAF9AwMRMzMjY1NCYrAQEDIxEjETMyHgIVFAYHE7dtTVFRTW0BE551U8wyVD0iUEOnAVk%2FQEE0%2FbMBFf7rApATLEYzTVwR%2FuIAAAABAEP%2F9AIZApwAMwBJALgAAEVYuAAWLxu5ABYADT5ZuAAARVi4ADAvG7kAMAADPlm5AAMAAfS6AAYAMAAWERI5uAAWELkAHQAB9LoAIAAWADAREjkwMTceATMyNjU0LgIvAS4DNTQ%2BAjMyFhcHLgEjIgYVFB4CHwEeAxUUDgIjIiYndSViNkZMEiArGV4ZMikaIDlPLz5oJCwgTTE8RhUhKhVcHjUnFyA8VjZIeS2PJS07MBkjGRQLKQocKDckJUAvGi0kNh0hMy0YIRkSCSgMHyk3JCdEMx00LQAAAQAqAAACLgKQAAcAMwC4AABFWLgAAi8buQACAA0%2BWbgAAEVYuAAHLxu5AAcAAz5ZuAACELkAAQAB9LgABdAwMQEjNSEVIxEjAQLYAgTYVAJKRkb9tgAAAAEAT%2F%2F0AgkCkAAZADMAuAAARVi4AAAvG7kAAAANPlm4AABFWLgAFC8buQAUAAM%2BWbkABwAB9LgAABC4AA3QMDETMxEUHgIzMj4CNREzERQOAiMiLgI1T1QVJTIeHjImFVEhOlEwMFI7IQKQ%2FmYzRysUFCtHMwGa%2FmhHYj8cHD9iRwAAAAEAKwAAAi0CkAAPADMAuAAARVi4AAAvG7kAAAANPlm4AABFWLgADy8buQAPAAM%2BWbkABQAB9LgAABC4AAzQMDETMxMeARczPgM3EzMDIytYahEcEgQJEA8PCGlV0GECkP6eO2Q6HTU0Nh0BYv1wAAABAAoAAAJOApEAIQBNALgAAEVYuAABLxu5AAEADT5ZuAAARVi4ACAvG7kAIAADPlm7ABwAAQAKAAQruAAgELkABgAB9LgAD9C4AAEQuAAU0LgAIBC4ABfQMDETMxMeARczPgE%2FATMXHgEXMz4BNxMzAyMDLgEnIw4BBwMjClM1AgkDAwsVCkU7RQkVCwQDCAMyT2FcSwcMBQMGDAhIWgKR%2FmQqTykpUCny8ihRKSlQKQGc%2FW8BEx08HR08Hf7tAAABADYAAAIiApAAGQBdALgAAEVYuAACLxu5AAIADT5ZuAAARVi4ABgvG7kAGAADPlm6AAAAGAACERI5ugAGABgAAhESObgAAhC4AAvQugANABgAAhESObgAGBC4AA%2FQugAUABgAAhESOTAxEwMzFx4BFzM%2BAT8BMwMTIycuAScjDgEPASP6t1xcDRgQBA4VDFpYt8RcYw4bEQQOGg1iWAFTAT2oFysdHSsXqP6%2F%2FrGxGDMeHjMYsQAAAQAmAAACMgKQAA8AQAC4AABFWLgAAS8buQABAA0%2BWbgAAEVYuAALLxu5AAsADT5ZuAAARVi4AA4vG7kADgADPlm6AAcADgABERI5MDElAzMXHgEXMz4BPwEzAxUjAQLcWGMTJBQEFCYTX1bcVOoBpsMmSygoTCbC%2FlrqAAEAQQAAAhsCkQAJAD0AuAAARVi4AAMvG7kAAwANPlm4AABFWLgACC8buQAIAAM%2BWbkABgAB9LgAANC4AAMQuQABAAH0uAAF0DAxNwEhNSEVASEVIUEBb%2F6xAbX%2BkAF1%2FiYyAhlGMv3oRwAAAAEA4v9oAfYCxAAHABcAuwAFAAEABgAEK7sAAQABAAIABCswMRMhFSMRMxUh4gEU09P%2B7ALEMP0EMAAAAAEAY%2F9gAfUCxgADABgAuAAARVi4AAAvG7kAAAAPPlm4AALcMDETMwEjY0oBSEoCxvyaAAABAGP%2FaAF3AsQABwAXALsAAAABAAUABCu7AAQAAQABAAQrMDEFESM1IREhNQE10gEU%2FuxoAvww%2FKQwAAABAG8BHAHpAp4ACQAmALgAAEVYuAAALxu5AAAADT5ZuAAC3LoABQAAAAIREjm4AAnQMDEBMxMjLwEjDwEjAQhImUhCMQQxQkgCnv5%2BsIWFsAAAAAABADz%2FdAIc%2F7sAAwANALsAAAABAAEABCswMQUVITUCHP4gRUdHAAD%2F%2FwC5Aj0BbQLREgYAygAAAAIAUf%2F0AgMB8gAhAC8AgAC4AABFWLgAEy8buQATAAc%2BWbgAAEVYuAAdLxu5AB0AAz5ZuAAARVi4ABcvG7kAFwADPlm6AAUAEwAXERI5uAAFL7gAExC5AAoAAfS4AB0QuQAnAAH0ugANAAoAJxESOboAGQAXABMREjm4ABkQuQAqAAH0uAAFELkAKwAB9DAxNzQ%2BAjcuAyMiBgcnPgMzMhYVESMnIw4BIyIuAjcUHgIzMjY3NQ4DUSdVhl4BDh4xIzBYIiASMTc%2BIGRhQwcDKWM0IjwtGlASHScVKlEqTmk%2FGn4pPSwcCBksIRQlFTgMGRQNbVv%2B1kIgLhMjMycVHRMJJSOABhYfJwAAAAACAF3%2F9AIcAsgAFgAnAIMAuAAARVi4AAYvG7kABgAHPlm4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAQLxu5ABAAAz5ZuAAARVi4ABYvG7kAFgADPlm6AAMABgAQERI5ugAUABAABhESObgAFBC5ABcAAfS4ABAQuQAaAAH0uAAGELkAJAAB9LgAAxC5ACcAAfQwMRMzFQc%2BATMyHgIVFA4CIyImJyMHIzceATMyPgI1NC4CIyIGB11SAiNXKzFMMxokPVArI1EjAwdCUiNHGiA2KBYQITQkIEkmAsjCXiIoI0FbOD5iRCMjHzZyHxobMUgtKEIvGiMmAAEAUP%2F0AhsB8gAhADkAuAAARVi4AAUvG7kABQAHPlm4AABFWLgAHS8buQAdAAM%2BWbgABRC5AAwAAfS4AB0QuQAWAAH0MDE3ND4CMzIWFwcuASMiDgIVFB4CMzI2NxcOASMiLgJQK0pjNzxXHikeQSYqRjEcGzFFKi1LHyQoYzY5YUgo8j1fQiIqHTUaHhsyRSoqRDEbIxo1JCgiQV8AAAACADz%2F9AH7AsgAFgAkAIMAuAAARVi4AAUvG7kABQAHPlm4AABFWLgACi8buQAKAA8%2BWbgAAEVYuAASLxu5ABIAAz5ZuAAARVi4AAwvG7kADAADPlm6AAgABQASERI5ugAOABIABRESObgAEhC5ABoAAfS4AA4QuQAcAAH0uAAIELkAHQAB9LgABRC5ACAAAfQwMTc0PgIzMhYXJzUzESMnIw4BIyIuAjcUFjMyNzUuASMiDgI8JT1QKy1EIgNSRAcDHlMtME04HlVLREhBIT8gIDcpGPI7X0IkIh1au%2F04QB8tIkFePlhiSfIfGhsxRAACAEX%2F9AIZAfIAHgAnAEMAuAAARVi4AAUvG7kABQAHPlm4AABFWLgAGi8buQAaAAM%2BWbsAJwABAA0ABCu4ABoQuQATAAH0uAAFELkAIgAB9DAxNzQ%2BAjMyHgIVFAYHIR4DMzI2NxcOASMiLgIlNCYjIg4CB0UqRVkvNFI5HgEC%2FoQBHTFDKCtHIh0kXDs2X0cpAYhMRB43LB4F8jxfQiMhPFQzDRkJJz4sGBgVNhciI0FeZElOFCc4JAAAAAEAZwAAAkIC1AAWAFYAuAAARVi4ABQvG7kAFAAPPlm4AABFWLgAEC8buQAQAAc%2BWbgAAEVYuAAMLxu5AAwAAz5ZuAAUELkAAwAB9LgAEBC4AAfQuAAQELkADQAB9LgACtAwMQEuASMiBh0BMxUjESMRIzU3NTQ2MzIXAi8eMyBCOczMUYuLX2VIRAJ6DglDPCxD%2Fl0Boz4FKVlsHAAAAAADAEj%2FIAI2AfIAEQBFAFUAsgC4AABFWLgAJS8buQAlAAc%2BWbgAAEVYuAAoLxu5ACgABz5ZuAAARVi4ACcvG7kAJwAHPlm4AABFWLgAQy8buQBDAAU%2BWbgAAEVYuAAMLxu5AAwAAz5ZuABDELkAAwAB9LgADBC4AA%2FQuAAV0LgADBC5ADoAAfS4ADLcuQBGAAH0ugA1AEYAMhESObgANRC4ABzQuAAoELkAKQAB9LgAJxC5ACoAAfS4ACUQuQBOAAH0MDEXFBYzMj4CNTQmKwEiJicOAQc0Njc1LgE1NDY3NS4BNTQ%2BAjMyFzMVIx4BFRQOAiMiJicGFRQWOwEyFhUUDgIjIiYTMjY1NC4CIyIOAhUUFo9RTipEMBk3OF8VJRAjG0cpJxQeHhwZIx80RScoIMmCERwdM0UnEysUJjUwbV5bJkZkPmt12y9BEh4pFxcpHhJCUSYwERwkEyMYAwUTKR0dOBcECyYfFzETBBM%2FLChALRkMPxI0ICc%2BKxcJCRggHRs0PiI%2BLhxGAWs%2BNRkqHhERHioZNT4AAAAAAQBdAAACCwLIABYAZQC4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAGLxu5AAYABz5ZuAAARVi4ABYvG7kAFgADPlm4AABFWLgACy8buQALAAM%2BWboAAwAGAAsREjm4AAYQuQAPAAH0uAADELkAFAAB9DAxEzMVBz4BMzIWFREjETQmIyIOAgcRI11SBCdYOVdRUjQ8FiUkJhVSAsjCcyk2Y2H%2B0gEjRUMLFiEW%2Fq0AAAACAFoAAAGeAskABQARADsAuAAARVi4AAAvG7kAAAAHPlm4AABFWLgAAi8buQACAAM%2BWbgAABC5AAQAAfS4AAAQuAAG3LgADNwwMRMhESMRIyUiJjU0NjMyFhUUBloBNFLiAQIdJSUdHCYmAeb%2BGgGjpyIdHSMjHR0iAAAAAgA3%2FycBngLJABUAIQBBALgAAEVYuAAALxu5AAAABz5ZuAAARVi4AAcvG7kABwAFPlm5AA4AAfS4AAAQuQAUAAH0uAAAELgAFty4ABzcMDETIREUDgIjIiYnNx4BMzI%2BAjURIyUiJjU0NjMyFhUUBloBNBQvTjsmSB0bGjkcJDAcC%2BIBAh0lJR0cJiYB5v4OLUs3HhMOPQ0OEiIxHwG1pyIdHSMjHR0iAAAAAAEAagAAAj4CyAAMAG0AuAAARVi4AAQvG7kABAAHPlm4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAMLxu5AAwAAz5ZuAAARVi4AAgvG7kACAADPlm6AAIAAAAMERI5ugAJAAAACBESObgACRC4AAbQuAACELkACgAB9DAxEzMRMwEzBxMjJwcVI2pSBAEGXsLcXLNzUgLI%2Fh4BAMH%2B2%2FNvhAABAFH%2F9AIZAsgAEAA1ALgAAEVYuAAALxu5AAAADz5ZuAAARVi4AAsvG7kACwADPlm5AAUAAfS4AAAQuQAQAAH0MDETMxEUFjMyNxcOASMiJjURI1H4MywoNBUhOihOUaYCyP3VNi8XPgwRWFcB4gAAAQA8AAACLAHyACAAowC4AABFWLgABi8buQAGAAc%2BWbgAAEVYuAALLxu5AAsABz5ZuAAARVi4AAAvG7kAAAAHPlm4AABFWLgAIC8buQAgAAM%2BWbgAAEVYuAAYLxu5ABgAAz5ZuAAARVi4ABAvG7kAEAADPlm6AAIAIAAAERI5uAACELgACNC4AAsQuQATAAH0uAAIELkAFgAB9LgABhC5ABsAAfS4AAIQuQAeAAH0MDETMxczPgEzMhc%2BATMyFhURIxE0IyIGBxEjETQjIgYHESM8QAcDEjEqShIWNCkzN081GiYTQjcaJBNPAeZAIipUJi5NSf6kAVVWJSb%2BoAFVViUm%2FqAAAAAAAQBdAAACCwHyABYAZQC4AABFWLgABi8buQAGAAc%2BWbgAAEVYuAAALxu5AAAABz5ZuAAARVi4ABYvG7kAFgADPlm4AABFWLgACy8buQALAAM%2BWboAAgAGABYREjm4AAYQuQAPAAH0uAACELkAFAAB9DAxEzMXMz4BMzIWFREjETQmIyIOAgcRI11EBwQmWDlXUVI0PBYlJCYVUgHmUyk2Y2H%2B0gEjRUMLFiEW%2Fq0AAAACADz%2F9AIcAfIAEwAnADUAuAAARVi4AAUvG7kABQAHPlm4AABFWLgADy8buQAPAAM%2BWbkAGQAB9LgABRC5ACMAAfQwMTc0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4CPCdCVzAwV0InJ0JXMDBXQidVFik5IyM5KRYWKTkjIzkpFvI9X0IiIkJfPTxfQSIiQV88KkQxGxsxRCoqRTIbGzJFAAACAF3%2FMwIcAfIAFgAlAIMAuAAARVi4AAkvG7kACQAHPlm4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAATLxu5ABMAAz5ZuAAARVi4AAIvG7kAAgAFPlm6AAUACQATERI5ugAWABMACRESObgAFhC5ABcAAfS4ABMQuQAaAAH0uAAJELkAIgAB9LgABRC5ACUAAfQwMRcVIxEzFzM%2BATMyHgIVFA4CIyImJzceATMyNjU0LgIjIgYHr1JEBwMiWS0xSzMaJD1QLCJPIQIjRhlCVBAhNCQgSSYppAKzPiAqI0FbOT5hRCMhHj8fGmZbKEIvGiMmAAAAAgA8%2FzMB%2BwHyABYAJACDALgAAEVYuAAFLxu5AAUABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAEi8buQASAAM%2BWbgAAEVYuAANLxu5AA0ABT5ZugAIAAUAEhESOboADwASAAUREjm4ABIQuQAaAAH0uAAPELkAHAAB9LgACBC5AB0AAfS4AAUQuQAgAAH0MDE3ND4CMzIWFzM3MxEjNTcOASMiLgI3FBYzMjc1LgEjIg4CPCU9UCstRiMDB0JSBCBRLTBNOB5VS0RIQSE%2FICA3KRjyO19CJCIgNv1Ns1gfKyJBXj5YYknyHxobMUQAAQCSAAACGQHyABIAVAC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAAGLxu5AAYABz5ZuAAARVi4ABEvG7kAEQADPlm6AAIAEQAAERI5uAAGELkADQAB9LgAAhC5ABAAAfQwMRMzFzM%2BATMyFhcHLgEjIgYHESOSRAcDJm9EGy4XExojHTdlLFIB5nM7RAkLRwkIP0z%2B4wAAAAABAEj%2F9AIOAfIALQBJALgAAEVYuAATLxu5ABMABz5ZuAAARVi4ACovG7kAKgADPlm5AAMAAfS6AAYAKgATERI5uAATELkAGgAB9LoAHwATACoREjkwMTceATMyNjU0JicuAzU0PgIzMhYXBy4BIyIOAhUUFhceARUUDgIjIiYncCleQkJARVkmQzIeGjNNMjdoJCggTi0iLhwMUkJjXxw3UTRIeS12HiQsIBwsFgkaIyoaHTMlFSUZNRccCxMaDh4nERlAOB40KBctHwABAEX%2F9AIiAm4AGwBNALgABS%2B4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAAWLxu5ABYAAz5ZuAADELkAAQAB9LgAAxC4AAfQuAABELgACNC4ABYQuQAPAAH0MDETIzU%2FATMVMxUjFRQeAjMyNjcXDgEjIi4CNc6JjAtE7%2B8MHDAjIzgaEiFQKDVIKxMBoz4FiIhD5yExIhEMCjwMER01Si0AAQBN%2F%2FQB%2BQHmABQAZQC4AABFWLgACi8buQAKAAc%2BWbgAAEVYuAATLxu5ABMABz5ZuAAARVi4AAYvG7kABgADPlm4AABFWLgAAC8buQAAAAM%2BWboAAgAGABMREjm4AAYQuQAPAAH0uAACELkAEgAB9DAxISMnIw4BIyImNREzERQWMzI2NxEzAflDBwQlVzlYUVMzPSpEKVJVKzZjYQEu%2Ft1FQysvAVEAAQAzAAACJQHmAA0APAC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAAKLxu5AAoABz5ZuAAARVi4AA0vG7kADQADPlm5AAUAAfQwMRMzEx4BFzM%2BATcTMwMjM1NwDxsNBA0ZD3BPyVwB5v7sJUcjI0clART%2BGgABAAgAAAJQAeYAIQB0ALgAAEVYuAAALxu5AAAABz5ZuAAARVi4AAovG7kACgAHPlm4AABFWLgAFC8buQAUAAc%2BWbgAAEVYuAAhLxu5ACEAAz5ZuAAARVi4ABcvG7kAFwADPlm6AAYAAAAhERI5uAAGELgAD9C6ABwAAAAXERI5MDETMxMeARczPgE%2FATMXHgEXMz4BNxMzAyMnLgEnIw4BDwEjCFQ7BwwFBAcOCDtGPAgOCAQHCwY7TmpjOgcMCAQGDAk4YgHm%2FucjQiIiQyL8%2FCNCIiJCIwEZ%2Fhr2I0UlIEQq9QABAEAAAAIXAeYAGQBlALgAAEVYuAABLxu5AAEABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAGS8buQAZAAM%2BWbgAAEVYuAAPLxu5AA8AAz5ZugATAAEAGRESObgAExC4AADQuAATELgADdC4AAfQMDE3JzMXHgEXMz4BPwEzBxcjJy4BJyMOAQ8BI%2FmrW00NHQ8EDhwNSVetulpVDyEQBA8eD1BY%2FOprFCoUFCwUafH1cBUuFRYrF3AAAAEAMf8vAicB5gAcAFsAuAAARVi4AAgvG7kACAAHPlm4AABFWLgAEi8buQASAAc%2BWbgAAEVYuAAZLxu5ABkABT5ZuAAARVi4AAcvG7kABwADPlm4ABkQuQADAAH0ugAOAAgABxESOTAxFx4BMzI2PwEDMxMeARczPgE3EzMDDgMjIic3VAoXCzNAEg%2FjU3cOHw8EDRsMak7WDiQyQSkkHBGGAwQ7LSQB5%2F7zIEojI0khAQ398iQ%2BLRoKQQAAAQBHAAACFAHmAAkAPQC4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAAILxu5AAgAAz5ZuQAGAAH0uAAA0LgAAxC5AAEAAfS4AAXQMDE3ASE1IRUBIRUhRwFN%2FtgBnv6yAVj%2BMywBd0Ms%2FolDAAAAAQB4%2F2gB9gLEADkAKwC7ADMAAQA0AAQruwAZAAEAGgAEK7sACwABAAoABCu6ACcACgALERI5MDEFND4CNTQuAiM1Mj4CNTQmNTQ%2BAjsBFSMiDgIVFBYVFAYHFR4BFRQGFRQeAjsBFSMiLgIBAAMDAwwgOSwsOSAMCRYuRi89NCYxGwoGJzQ0JwYKGzEmND0vRi4WExsxLi4ZDxsWDjQOFhsPMF00JzMeDTAKFSMYK1svMTMJBAkzMTNULhgjFQowDR4zAAEBB%2F8GAVEC7gADAAsAugABAAIAAyswMQEzESMBB0pKAu78GAAAAAABAGP%2FaAHgAsQAOQArALsAAAABADcABCu7ABoAAQAXAAQruwAnAAEAKAAEK7oADAAoACcREjkwMRcyPgI1NCY1NDY3NS4BNTQ2NTQuAisBNTMyHgIVFAYVFB4CMxUiDgIVFB4CFRQOAisBNZYmMRwKBiY0NCYGChwxJjM9L0UuFgkMIDksLDkgDAMDAxYuRS89aAoVIxguVDMxMwkECTMxL1srGCMVCjANHjMnNF0wDxsWDjQOFhsPGS4uMRsnMx4NMAAAAQBMAP8CDAGVABkAJwC7AAMAAQAWAAQruwARAAEACAAEK7gAAxC4AA3QuAARELgAGdAwMRM%2BATMyHgIzMj4CNxcOASMiLgIjIgYHTBpIJh4vKScVDBUVEgk1GkgmHi8pJxUXKREBFkY3GiAaBxMiGhhGNhogGiI0AAAAAAIA4%2F9IAXUB8gAFABEAHAC4AABFWLgADy8buQAPAAc%2BWbgACdy4AATcMDEFFyM3EzM3FAYjIiY1NDYzMhYBUgJQAgo4LSseHisrHh4rWl5eAVinJCkpJCMqKgAAAgBx%2F98B%2BgKNAAYAJQBcALgAAEVYuAAYLxu5ABgACz5ZuwAiAAEACgAEK7sAGgABACEABCu4ACEQuAAA0LgAAC%2B4ACIQuAAG0LgABi%2B4AAoQuAAN0LgADS%2B4AAzcuAAaELgAF9C4ABcvMDEBDgEVFBYfAQ4BBxUjNS4DNTQ%2BAjc1MxUeARcHLgEnET4BNwE6OEA%2FOcAeSCczLUo1HR82SiozLEAXKBQtGiA0FQHdDVhCQ1gNCRoiA2doBSQ9VDU0UzwkBmpnAiIWNBIWAv6oAhsSAAABAE0AAAITAooAKQBXALgAAEVYuAATLxu5ABMACz5ZuAAARVi4AAEvG7kAAQADPlm7AAgAAQALAAQruAABELkAAAAB9LgAA9C4ABMQuQAaAAH0uAALELgAINC4AAgQuAAj0DAxJRUhNT4BNTQnIzU3LgE1ND4CMzIWFwcuASMiBhUUFhczFSMWFRQGBxUCE%2F47Pz0IdWMLFR43TTA%2BVR0wFzsqQkUTC72tBiUmR0cyHF85Gh00BCA9ICpEMBorIC8XHkE0IDsgOBsdNUYfBAAAAgA6AFMCHgJBACAANAAXALsAJgABAB0ABCu7AAwAAQAwAAQrMDE%2FAS4BNTQ2Nyc3FzYzMhc3FwceARUUBgcXBycOASMiJwc3FB4CMzI%2BAjU0LgIjIg4COlQRExIRUyxXMD8%2BMVcsVBETExFULFgXOR4%2BMVdQEyArGBgrIBMTICsYGCsgE4BVFzojIzsXVi1aJSVaLVYXOyMjOhdVLVkTEyZZ9h4xJBMTJDEeHjEkExMkMQAAAQA1AAACIwJ%2BAB0AbAC4AABFWLgAAC8buQAAAAs%2BWbgAAEVYuAAJLxu5AAkACz5ZuAAARVi4ABMvG7kAEwADPlm6AAUAEwAJERI5uAAFELgAC9C5AA4AAfS4ABnQuAAY3LgAD9C5ABIAAfS4ABXQuAALELgAHNAwMRMXHgEXMz4BPwEzAzMVIxUzFSMVIzUjNTM1IzUzA4pcESETBBIiElxSuqK3t7dStbW1obkCfqshQyMjQyGr%2FsAvQTCenjBBLwFAAAIBB%2F8GAVEC7gADAAcAEwC6AAEABQADK7oAAwAHAAMrMDEBMxEjFxEjEQEHSkpKSgLu%2FjVN%2FjAB0AAAAAIAW%2F%2FAAf0CrAAPAEcATwC7AC8AAQAoAAQruwBEAAEAEwAEK7oAMgAoABMREjm6ABYARAAvERI5ugAgADIAFhESObgAIBC4AADQugA8ABYAMhESObgAPBC4AAjQMDElPgE1NC4CJw4BFRQeAhMuASMiBhUUHgQVFAYHHgEVFA4CIyImJzceATMyNjU0LgQ1NDY3LgE1ND4CMzIWFwFzICMpPkkgHyUpP0lUGjgjKiYqP0k%2FKjEpDg8YKjskN1wgMho9KiktKj5KPiozKA4REyY4JjJRHsAOJiIiLCEdEhApHyErIRwBaxQaJRobJB4eKz0uMDwWECcaHjIkFSYhLRgcKB0cJh4dKj0uLUAVECcaGi8kFSIXAP%2F%2FAJYCTAHCAroSBgDPAAAAAwAe%2F%2FUCOgKNABMAJwBFAE0AuAAARVi4AAUvG7kABQALPlm4AABFWLgADy8buQAPAAM%2BWbkAGQAB9LgABRC5ACMAAfS4AC3QuQA0AAH0uAAZELgAQdC5ADoAAfQwMRM0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4CFzQ%2BAjMyFhcHLgEjIgYVFBYzMjY3Fw4BIyIuAh4pSWM5OWNJKSlJYzk5Y0kpLiA7UzIyUzsgIDtTMjJTOyBGGy47ISMxFCIQHxQuODUtGiYRHhc0JiI7LBkBQ0x7VS4uVXtMTXtXLy9Xe01Ca00qKk1rQkJqTCkpTGpCK0YyGhsUJw4RSztCTRQOKhQbGzNJAP%2F%2FAKcA%2FAG6Ak4SBgDSAAD%2F%2FwBTADQB%2BAHEEiYA3Y4AEAYA3XMAAAAAAQBVAGgCAwFpAAUADQC7AAEAAQAEAAQrMDETIREjNSFVAa5C%2FpQBaf7%2Fw%2F%2F%2FAFUBKwIDAWkSBgDiAAAABABwAT8B6ALJABMAJwA1AD4APQC7ABQAAQAAAAQruwAKAAEAHgAEK7sANgABADIABCu4AB4QuAAp0LgAMhC4AC%2FQuAAUELgANNC4ADHQMDEBIi4CNTQ%2BAjMyHgIVFA4CJzI%2BAjU0LgIjIg4CFRQeAgMzMhYVFAYHFyMnIxUjNzI2NTQmKwEVASwnRTMdHTNFJydEMx4eM0QnHzcnFxcnNx8gNigXFyg2KUwgLxURLi4jKSlDFBgTFxwBPx00SCwsSDQdHTRILCxINB0lFyo7JCM7KxgYKzsjJDsqFwEIHSQSHwZTRkZmEREPEkMAAAD%2F%2FwCxAlkBpwKSEgYAzgAAAAIArwGtAaoCrQATAB8AFwC7AAoAAQAaAAQruwAUAAEAAAAEKzAxASIuAjU0PgIzMh4CFRQOAicyNjU0JiMiBhUUFgEsGS0jFBQjLRkZLiIVFSIuGSIqKiIhKioBrRIhLx0eLyISEiIvHh0vIRIuLiMlLi4lIy4AAAIAVQAAAgMCLAALAA8ARAC4AABFWLgADi8buQAOAAM%2BWbsAAwABAAAABCu4AAMQuAAE3LgAAxC4AAbQuAAAELgACNC4AA4QuQAMAAH0uAAL3DAxASM1MzUzFTMVIxUjByEVIQELtrZCtrZCtgGu%2FlIBMD6%2Bvj6xQT4AAP%2F%2FAK4BuAGnAvUSBwDmAAEBuAAA%2F%2F8ArAGsAaQC9RIHAOcAAAG4AAD%2F%2FwDrAj0BnwLREgYAywAAAAEATf9FAi4B5gAoAHMAuAAoL7gAAEVYuAAALxu5AAAABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAHy8buQAfAAM%2BWbgAAEVYuAAYLxu5ABgAAz5ZuAAfELkABQAB9LoAHAALAB8REjm4ABwQuQAKAAH0uAAYELkAEgAB9DAxEzMRFBYzMj4CNxEzDgEVFBYzOgE3FwYjIiYnIw4BIyImJxwBHgEXI01TNDkTJiYnFFMCAxALBAcHDBMdJiQFAyBRLyM7FAICAlMB5v7dQ0UJGCsjATxjz1gUEAI%2BCDU6ODUVICY7NDMeAAAAAgBI%2F7AB5QKQAAMAEAAlALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AA8vG7kADwANPlkwMQEzESMDIyIuAjU0PgI7AQGUUVE2IDVaQiUkP1YyKwKQ%2FSABMhk1Ujk7UTMWAAAA%2F%2F8A2wEHAX0BsBIHABMAAAETAAD%2F%2FwDd%2FysBdgADEgYA0QYA%2F%2F8A0AG4AWEC6RIHAOUAAAG4AAD%2F%2FwCOAPwBygJOEgYA0wAA%2F%2F8AYQA0AgYBxBImAN6OABAGAN5zAAAA%2F%2F8AHAAAAj8CfhInAOX%2FewFNECYA3wAAEAcA6ACGAAD%2F%2FwAcAAACPAJ%2BEicA5f97AU0QJgDfAAAQBwDmAIcAAP%2F%2FACcAAAJVAooSJwDn%2F3sBTRAmAN8ZABAHAOgAhgAAAAIAe%2F88AewB8gAbACcAKgC4AABFWLgAJS8buQAlAAc%2BWbsACgABABEABCu4ACUQuAAf3LgAG9wwMSUWDgQVFBYzMjY3Fw4BIyImNTQ%2BBCc3FAYjIiY1NDYzMhYBZwYSIywnGjg3JkEbMCFdOlRlGyctJBQEZyweHisrHh4s%2FiQ4LignKxkqNh4bLSMuVEghMysoLDIhpyQpKSQjKioAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDpAAAAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDqAAAAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDrAAAAAP%2F%2FACAAAAI4AzMSJgAmAAAQBgDsAAAAAP%2F%2FACAAAAI4Ay0SJgAmAAAQBgDtAAAAAP%2F%2FACAAAAI4A2sSJgAmAAAQBgDuAAAAAAAC%2F%2F8AAAJPApAABgAWAGYAuAAARVi4AA4vG7kADgANPlm4AABFWLgACC8buQAIAAM%2BWbgAAEVYuAAMLxu5AAwAAz5ZuwAAAAEACgAEK7sAEwABABQABCu4AA4QuQABAAH0uAAIELkABwAB9LgAARC4ABHQMDEBESMOAQ8BBRUhNSMHIwEhFSMVMxUjFQE9AxQrFC4Blv7unklXAQQBQ72TkwECAUw2aTZ3u0e%2FvwKQRs1H7%2F%2F%2FAEL%2FKwIqApwSJgAoAAAQBgDvLwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDpHwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDqHwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDrHwAAAP%2F%2FAHMAAAISAy0SJgAqAAAQBgDtHwAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDpAAAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDqAAAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDrAAAAAP%2F%2FAF8AAAH5Ay0SJgAuAAAQBgDtAAAAAAACABAAAAIrApAADAAZAFMAuAAARVi4AAQvG7kABAANPlm4AABFWLgACy8buQALAAM%2BWbsAAwABAAAABCu4AAsQuQANAAH0uAAEELkAEwAB9LgAAxC4ABXQuAAAELgAF9AwMRMjNTcRMzIWFRQGKwE3MjY1NCYrARUzFSMVW0tLoZSbm5Gkm3Bvb3BIj48BQSoFASConZ2uRIp9fYTcL%2F3%2F%2FwBTAAACBQMzEiYAMwAAEAYA7AYAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6QAAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6gAAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6wAAAAD%2F%2FwAw%2F%2FQCKAMzEiYANAAAEAYA7AAAAAD%2F%2FwAw%2F%2FQCKAMtEiYANAAAEAYA7QAAAAAAAQBmAH4B8gIVAAsAKQC6AAUACQADK7oACgAJAAUREjm4AAoQuAAB0LgAChC4AAfQuAAE0DAxPwEnNxc3FwcXBycHZpqaLJqaLJqaLJqaq5%2BeLZ%2BfLZ6fLaCgAAADAC3%2F4gIsAq4ACgAVAC8AfQC4AABFWLgAKy8buQArAA0%2BWbgAAEVYuAAeLxu5AB4AAz5ZugAVAB4AKxESObgAFRC4AADQuAAeELkAAwAB9LoACgAeACsREjm4AAoQuAAL0LgAKxC5AA4AAfS4AAoQuAAW0LgAABC4ACDQuAAVELgAI9C4AAsQuAAt0DAxNx4BMzI%2BAjU0LwEuASMiDgIVFBcBHgEVFA4CIyInByc3LgE1ND4CMzIXNxfAFTcgJT4rGBkfFTghJj0rGBsBTB0eJUNdN1pANTA%2FHR8lQ1w4XD82L3QaHSZHYz5ZQDgaHSVEYj1fQAGFK3NIT39ZMD1PIF0tdklPfVcuPU8gAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOkAAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOoAAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOsAAAAA%2F%2F8AT%2F%2F0AgkDLRImADoAABAGAO0AAAAA%2F%2F8AJgAAAjIDMhImAD4AABAGAOoAAAAAAAIAZQAAAiECkAAQABkAOQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAPLxu5AA8AAz5ZuwARAAEADQAEK7sAAwABABcABCswMRMzFTMyHgIVFA4CKwEVIzcyNjU0JisBEWVUdjZaPyMjQFk2dlS%2FV1NVVWsCkG4ULkk2NE0yGJbaQEdHNv78AAABAFj%2F9AI0AtQAOQBaALgAAEVYuAAFLxu5AAUADz5ZuAAARVi4ADkvG7kAOQADPlm4AABFWLgAGy8buQAbAAM%2BWbkAIgAB9LoADwAFACIREjm4AAUQuQA0AAH0ugAlABsANBESOTAxEzQ%2BAjMyHgIVFA4CFRQeBBUUDgIjIiYnNx4BMzI2NTQuBDU0PgI1NCYjIgYVESNYHDRKLyg9KhUcIhweLDUsHhcrPCUqRiAhHDQdKi0eLTQtHhwiHCwqNz9SAgcuTDYdGCk1HiY1LCkaGCAbGiQ1JyA2KBcYFToUEy8fHSYdGSEtIyIxLS8gJTFLS%2F4FAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMoOAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMsOAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMwOAAAA%2F%2F8AUf%2F0AgMCsBImAEYAABAGAM0OAAAA%2F%2F8AUf%2F0AgMCuhImAEYAABAGAM8OAAAA%2F%2F8AUf%2F0AgMC1xImAEYAABAGANAOAAAAAAMAEf%2F0AlUB8gAuADcARAClALgAAEVYuAANLxu5AA0ABz5ZuAAARVi4ABMvG7kAEwAHPlm4AABFWLgAJi8buQAmAAM%2BWbgAAEVYuAAsLxu5ACwAAz5ZuwAvAAEAGwAEK7oAAwANACwREjm4AAMvuAANELkABgAB9LoAEAAmAA0REjm4ACYQuQAfAAH0ugApACYADRESObgAExC5ADQAAfS4ACwQuQA7AAH0uAADELkAQgAB9DAxNzQ2Ny4BIyIGByc%2BATMyFhc%2BATMyHgIVFAYHIR4BMzI2NxcOASMiJicOASMiJiU0LgIjIgYPARQWMzI2Ny4BLwEOARF8fAEnLxpBFx8eUC0wOw4YRTAlNyUSAgL%2B%2FgM8OxwvFR0ZQSY1SBgpTyY8RgH%2FCBQhGC85BfEoIho%2BGggHAQFcT4FJVxM2RRkQOBQgOCovMyQ9UC0OGg1MXRINNhEaMCstLkvXHzgrGVJJkScoJCMWNR0ZEDr%2F%2FwBQ%2FysCGwHyEiYASAAAEAYA0SoAAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAyg8AAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAyw8AAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAzA8AAAD%2F%2FwBF%2F%2FQCGQK6EiYASgAAEAYAzw8AAAD%2F%2FwBaAAABnQLREiYAxAAAEAYAyjAAAAD%2F%2FwBaAAABzwLREiYAxAAAEAYAyzAAAAD%2F%2FwBaAAAB4ALREiYAxAAAEAYAzDAAAAD%2F%2FwBaAAAB8gK6EiYAxAAAEAYAzzAAAAAAAgA8%2F%2FQCGALaABQAOQBrALgAAEVYuAA0Lxu5ADQADz5ZuAAARVi4AB0vG7kAHQADPlm7ACcAAQALAAQruAAdELkAAAAB9LoAKgA0AB0REjm4ACoQuQAIAAH0ugAVADQAHRESObgAFRC4AC3QuAAVELgAN9C4ADDQMDElMj4CNTwBJy4BIyIOAhUUHgITHgEVFA4CIyIuAjU0PgIzMhYXLgEnByc3LgEnNx4BFzcXASwoOycTASNSJyg9KRUaLDx7QlAhPlg3L1ZCJyI9UzIvVBwOPS6WF4QaPCImKEoihxc4HTVILAsWCy8mGCw7IiY9KxgCKj2reTxjRycgPVc2M1M7IComRWUoTSlEEyERNBMqGkUpAAAA%2F%2F8AXQAAAgsCsBImAFMAABAGAM0SAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMoAAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMsAAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMwAAAAA%2F%2F8APP%2F0AhwCsBImAFQAABAGAM0AAAAA%2F%2F8APP%2F0AhwCuhImAFQAABAGAM8AAAAAAAMAVQBgAgMCMwALABcAGwAlALsAGQABABoABCu4ABkQuAAA3LgABty4ABoQuAAP3LgAFdwwMQEiJjU0NjMyFhUUBgM0NjMyFhUUBiMiJichFSEBLBcfHxcXHx9NHxcXHx8XFx%2BhAa7%2BUgHIHhgXHh4XGB7%2BzhceHhcYHh7rPgAAAwA8%2F%2BkCHAH9AAoAFgAwAH0AuAAARVi4ACwvG7kALAAHPlm4AABFWLgAHy8buQAfAAM%2BWboAFgAfACwREjm4ABYQuAAA0LgAHxC5AAIAAfS6AAoALAAfERI5uAAKELgAC9C4ACwQuQAOAAH0uAAKELgAF9C4AAAQuAAh0LgAFhC4ACTQuAALELgALtAwMTcWMzI%2BAjU0Ji8BLgEjIg4CFRQWFwEeARUUDgIjIicHJzcuATU0PgIzMhc3F8kpOiM5KRYODR4TMh0jOSkWDg0BNRsgJ0JXMFM%2FMyU1GyAnQlcwUz8zJVwmHDFFKiE6FyYSFBwyRiohOBcBICBZNzxfQSIwOx0%2BIFg2PV9CIjA7Hf%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDK%2FAAAAP%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDL%2FAAAAP%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDM%2FAAAAP%2F%2FAE3%2F9AH5AroSJgBaAAAQBgDP%2FAAAAP%2F%2FADH%2FLwInAtESJgBeAAAQBgDLBAAAAAACAF3%2FMwIcAsgAFgAlAIMAuAAARVi4AAIvG7kAAgAPPlm4AABFWLgACC8buQAIAAc%2BWbgAAEVYuAABLxu5AAEABT5ZuAAARVi4ABIvG7kAEgADPlm6AAUACAASERI5ugAVABIACBESObgAFRC5ABcAAfS4ABIQuQAaAAH0uAAIELkAIgAB9LgABRC5ACUAAfQwMRcjETMVBz4BMzIeAhUUDgIjIiYnFzUeATMyPgI1NCYjIgYHr1JSAiNWKzFMMxslPVArJEwhASNFGiA3KBdBSSBIJs0DlclXIigjQVs5PmFEIyIdXJsfGhsxSC1QYyMmAAD%2F%2FwAx%2Fy8CJwK6EiYAXgAAEAYAzwQAAAAAAQBaAAABjgHmAAUALwC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAACLxu5AAIAAz5ZuAAAELkABAAB9DAxEyERIxEjWgE0UuIB5v4aAaMAAAACACEAAAJPApEAEgAbAE8AuAAARVi4AAMvG7kAAwANPlm4AABFWLgADS8buQANAAM%2BWbsACAABAAkABCu4AAMQuQAGAAH0uAANELkACwAB9LgAFtC4AAYQuAAY0DAxEzQ2MyEVIxUzFSMVMxUhIi4CNxQWOwERIyIGIY19ARrClJTM%2Ftk%2BYUQkVlRWFRVWVAFLnqhGz0fuRy1Ve05%2BiQIIgwAAAAMAC%2F%2F0AlQB8gATADsARACNALgAAEVYuAAZLxu5ABkABz5ZuAAARVi4AB8vG7kAHwAHPlm4AABFWLgAMi8buQAyAAM%2BWbgAAEVYuAA3Lxu5ADcAAz5ZuwA8AAEAJwAEK7gANxC5AAUAAfS4ABkQuQAPAAH0ugAcADIAGRESObgAMhC5ACsAAfS6ADUAMgAZERI5uAAfELkAQQAB9DAxNxQeAjMyPgI1NC4CIyIOAgc0PgIzMhYXPgEzMh4CFRQGByMeATMyNjcXDgEjIiYnBiMiLgIlNC4CIyIGB1gNGiYaFiUaDg4aJRYaJhoNTRswQCUvRRQUQTAiNSMSAQLxBDo2GicUHRc7IzBIFitdJkAvGwIFCBIeFi0wBvMqRTEcHDFFKipEMhsbMkQqPV9BIj04Nz4kPFEtDhcQTF0RDjYRGjk3cCJBX2AfOCsZU0gA%2F%2F8AqAI9AbAC0RIGAMwAAP%2F%2FAM8CHgGJAtcSBgDQAAD%2F%2FwCeAkMBugKwEgYAzQAAAAEAuQI9AW0C0QADAAsAugABAAMAAyswMRMzFyO5Wlo%2FAtGUAAEA6wI9AZ8C0QADAAsAugACAAAAAyswMQEjNzMBKj9aWgI9lAAAAAABAKgCPQGwAtEABwAZALsAAQABAAQABCu4AAQQuAAD3LgABtAwMQEzFyMnIwcjAQlGYT9DBEM%2FAtGUY2MAAAAAAQCeAkMBugKwABYAJwC7AAgAAQAOAAQruAAOELgAE9y5AAMAAfS4AArQuAAOELgAFdAwMRM%2BATMyHgIzMjczDgEjIi4CIyIHI54FKygSHhkYDB8JLwUrKBIeGRgMHwkvAkMwPREUETYvPhEVETcAAAEAsQJZAacCkgADAA0AuwABAAEAAgAEKzAxEzMVI7H29gKSOQAAAAACAJYCTAHCAroACwAXAB0AuwAAAAEABgAEK7gAABC4AAzQuAAGELgAEtAwMRMiJjU0NjMyFhUUBjMiJjU0NjMyFhUUBswYHh4YFx8fqRcfHxcYHh4CTCAXFyAgFxcgIBcXICAXFyAAAAIAzwIeAYkC1wALABcAFwC6AAwAAAADK7gADBC4ABLcuAAG3DAxASImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWASwpNDQpKTQ0KRQcHBQUHBwCHjMqKjIyKiozJR4aGR4eGRoeAAABANf%2FKwFwAAMAEQAdALoAAQACAAMruAACELgAEdC4AAvcuQAKAAH0MDElMwceARUUDgIHJz4BNTQmJwEZNRkYIxgoNRwIKDEhHgM1CCAfFiAWDQMpBRcUFBUIAAIApwD8AboCTgAZACMAOQC4ABIvuwAdAAEAFwAEK7sADQABAAYABCu7AAMAAQAhAAQrugATAA0AFxESObgAExC5ACAAAfQwMRM0NjcuASMiBgcnPgEzMhYdASMnIw4BIyImNxQWMzI2NzUOAadmbQEeJx00FhkaSCg%2FPTQFAhg5ICs8PyIZFysXUUMBWTU4Cx4sFQ0rDxtIP8MlExoyLxgXFRNSCSUAAAIAjgD8AcoCTgATAB8AFwC7ABcAAQAPAAQruwAFAAEAHQAEKzAxEzQ%2BAjMyHgIVFA4CIyIuAjcUFjMyNjU0JiMiBo4aKzkgIDksGRksOSAgOSsaQjErKzExKysxAaUoPysXFys%2FKCg%2FKxcXKz8oNUBANTRBQQAAAAEAUADYAggBIAADAA0AuwABAAEAAgAEKzAxEyEVIVABuP5IASBIAAABABQA2AJEASAAAwANALsAAQABAAIABCswMRMhFSEUAjD90AEgSAAAAQDRAV4BfAK7ABEACwC6AAUACwADKzAxAQ4BBzYzMhYVFAYjIiY1NDY3AXwvNQMMDh8nKiAnM0xEAosbTzQGKCAjKj85S3cjAAAAAAEA2QFeAYQCuwARAAsAugAFAAsAAyswMRM%2BATcGIyImNTQ2MzIWFRQGB9kwNQMMDiAnKiAoMkxDAY4aTzUGJyAjK0A5S3Yj%2F%2F8A2f8fAYQAfBIHANcAAP3BAAD%2F%2FwBfAV4B7wK7EiYA1o4AEAYA1nMAAAD%2F%2FwBnAV4B9wK7EiYA144AEAYA13MAAAD%2F%2FwBn%2Fx8B9wB8EicA1%2F%2BO%2FcEQBwDXAHP9wQAAAAEAlwBzAcEBmQATAAsAugAKAAAAAyswMSUiLgI1ND4CMzIeAhUUDgIBLB42KRgYKTYeHjYpGBgpNnMVJzYhITYnFRUnNiEhNicVAAABAMUANAGFAcQABgALALoAAgAGAAMrMDE3NTcXBxcHxZknf38n1FCgI6WmIgAAAAABANMANAGTAcQABgALALoAAgAFAAMrMDElJzcXFQcnAVJ%2FJ5mZJ%2FylI6BQoCIAAAACABwAIAI8AnAAAwAHAAsAugAHAAMAAyswMT8BFwcBByc3HLchpwHvtyGnTbweywIjvB7LAAAA%2F%2F8ArAG4AbkC6RIHAOgAAAG4AAAAAQA6%2F%2FQCNgKKADEAbQC4AABFWLgAFS8buQAVAAs%2BWbgAAEVYuAADLxu5AAMAAz5ZugAoACIAAyu4ACgQuQArAAH0uAAG0LgAKBC4AAnQuAAiELgAD9C4ACIQuQAfAAH0uAAS0LgAFRC5ABwAAfS4AAMQuQAuAAH0MDElDgEjIiYnIzU3JjQ1PAE3IzU3PgEzMhYXBy4BIyIGByEVIQYUFRwBFyEVIx4BMzI2NwI2Jlw%2BYocTQDsBATtAE41qM1geMRo7JkpaDgEm%2FtUBAQED%2FQ5YRStBHlEsMYF2KwQJEgkIEAgsBXaFLSEvGiFiVzEHDggKEwkwVWAkIwAAAQBVASsCAwFpAAMADQC7AAEAAQACAAQrMDETIRUhVQGu%2FlIBaT4A%2F%2F8AHAAgAjwCcBIGAN8AAAACAKH%2F9AG3AT0ACwAXACgAuAAARVi4AAAvG7kAAAADPlm7AAYAAQASAAQruAAAELkADAAB9DAxBSImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWASw9Tk49PU5OPSAuLiAgLi4MWE9OVFROT1gyOTw8NTU8PDkAAAEA0AAAAWEBMQAIAB4AuAAARVi4AAgvG7kACAADPlm7AAUAAQAAAAQrMDElIzU%2BATczESMBIlIhKRUyP%2BYqBRAM%2Fs8AAQCtAAABpgE9ABgALAC4AABFWLgAFy8buQAXAAM%2BWbsADQABAAYABCu4ABcQuQAVAAH0uAAA0DAxNz4BNTQmIyIGByc%2BATMyFhUUDgIHMxUjt05THx0UJg4nFzskNj4TISwZiO8kO04hGyAXEyEaIzUyFCcnKRY1AAAAAAEArP%2F0AaQBPQAkADwAuAAARVi4ACEvG7kAIQADPlm7ABYAAQAPAAQruwAJAAEACAAEK7gAIRC5AAMAAfS6ABsACAAJERI5MDE3HgEzMjY1NCM1MjY1NCYjIgYHJz4BMzIWFRQHHgEVFAYjIiYnzA8xGxsjYConGh0SKA8eEz0jLzs4ICdGMyNDGVESGRYZMyYcFxQXEw8mFBksKDcUCCYfLTAcGgAAAAIArAAAAbkBMQAFABAAOAC4AABFWLgACS8buQAJAAM%2BWbsAEAABAAYABCu7AAIAAQANAAQruAAQELgAANC4AAYQuAAK0DAxJTU3Iw8BFyMVIzUjNTczFTMBTgQDLTbNMjmilEcydDhSQUkrSUkfyb0AAAAAAQCpAsIBXwMyAAMACwC6AAEAAwADKzAxEzMXI6leWEUDMnAAAQD5AsIBrwMyAAMACwC6AAIAAAADKzAxASM3MwE%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%2FKwFrAAMAEQAdALoAAQACAAMruAACELgAEdC4AAvcuQAKAAH0MDElMwceARUUDgIHJz4BNTQmJwETNhkYIxgoNRwIKDEhHwM1CCAfFiAWDQMpBRcUFBUIAAAAGgE%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<script src="data:application/javascript;base64,/*
 * Hammer.JS
 * version 0.4
 * author: Eight Media
 * https://github.com/EightMedia/hammer.js
 */
function Hammer(element, options, undefined)
{
    var self = this;

    var defaults = {
        // prevent the default event or not... might be buggy when false
        prevent_default    : false,
        css_hacks          : true,

        drag               : true,
        drag_vertical      : true,
        drag_horizontal    : true,
        // minimum distance before the drag event starts
        drag_min_distance  : 20, // pixels

        // pinch zoom and rotation
        transform          : true,
        scale_treshold     : 0.1,
        rotation_treshold  : 15, // degrees

        tap                : true,
        tap_double         : true,
        tap_max_interval   : 300,
        tap_double_distance: 20,

        hold               : true,
        hold_timeout       : 500
    };
    options = mergeObject(defaults, options);

    // some css hacks
    (function() {
        if(!options.css_hacks) {
            return false;
        }

        var vendors = ['webkit','moz','ms','o',''];
        var css_props = {
            "userSelect": "none",
            "touchCallout": "none",
            "userDrag": "none",
            "tapHighlightColor": "rgba(0,0,0,0)"
        };

        var prop = '';
        for(var i = 0; i < vendors.length; i++) {
            for(var p in css_props) {
                prop = p;
                if(vendors[i]) {
                    prop = vendors[i] + prop.substring(0, 1).toUpperCase() + prop.substring(1);
                }
                element.style[ prop ] = css_props[p];
            }
        }
    })();

    // holds the distance that has been moved
    var _distance = 0;

    // holds the exact angle that has been moved
    var _angle = 0;

    // holds the diraction that has been moved
    var _direction = 0;

    // holds position movement for sliding
    var _pos = { };

    // how many fingers are on the screen
    var _fingers = 0;

    var _first = false;

    var _gesture = null;
    var _prev_gesture = null;

    var _touch_start_time = null;
    var _prev_tap_pos = {x: 0, y: 0};
    var _prev_tap_end_time = null;

    var _hold_timer = null;

    var _offset = {};

    // keep track of the mouse status
    var _mousedown = false;

    var _event_start;
    var _event_move;
    var _event_end;


    /**
     * angle to direction define
     * @param  float    angle
     * @return string   direction
     */
    this.getDirectionFromAngle = function( angle )
    {
        var directions = {
            down: angle >= 45 && angle < 135, //90
            left: angle >= 135 || angle <= -135, //180
            up: angle < -45 && angle > -135, //270
            right: angle >= -45 && angle <= 45 //0
        };

        var direction, key;
        for(key in directions){
            if(directions[key]){
                direction = key;
                break;
            }
        }
        return direction;
    };


    /**
     * count the number of fingers in the event
     * when no fingers are detected, one finger is returned (mouse pointer)
     * @param  event
     * @return int  fingers
     */
    function countFingers( event )
    {
        // there is a bug on android (until v4?) that touches is always 1,
        // so no multitouch is supported, e.g. no, zoom and rotation...
        return event.touches ? event.touches.length : 1;
    }


    /**
     * get the x and y positions from the event object
     * @param  event
     * @return array  [{ x: int, y: int }]
     */
    function getXYfromEvent( event )
    {
        event = event || window.event;

        // no touches, use the event pageX and pageY
        if(!event.touches) {
            var doc = document,
                body = doc.body;

            return [{
                x: event.pageX || event.clientX + ( doc && doc.scrollLeft || body && body.scrollLeft || 0 ) - ( doc && doc.clientLeft || body && doc.clientLeft || 0 ),
                y: event.pageY || event.clientY + ( doc && doc.scrollTop || body && body.scrollTop || 0 ) - ( doc && doc.clientTop || body && doc.clientTop || 0 )
            }];
        }
        // multitouch, return array with positions
        else {
            var pos = [], src;
            for(var t=0, len=event.touches.length; t<len; t++) {
                src = event.touches[t];
                pos.push({ x: src.pageX, y: src.pageY });
            }
            return pos;
        }
    }


    /**
     * calculate the angle between two points
     * @param object pos1 { x: int, y: int }
     * @param object pos2 { x: int, y: int }
     */
    function getAngle( pos1, pos2 )
    {
        return Math.atan2(pos2.y - pos1.y, pos2.x - pos1.x) * 180 / Math.PI;
    }

    /**
     * trigger an event/callback by name with params
     * @param string name
     * @param array  params
     */
    function triggerEvent( eventName, params )
    {
        // return touches object
        params.touches = getXYfromEvent(params.originalEvent);
        params.type = eventName;

        // trigger callback
        if(isFunction(self["on"+ eventName])) {
            self["on"+ eventName].call(self, params);
        }
    }


    /**
     * cancel event
     * @param   object  event
     * @return  void
     */

    function cancelEvent(event){
        event = event || window.event;
        if(event.preventDefault){
            event.preventDefault();
        }else{
            event.returnValue = false;
            event.cancelBubble = true;
        }
    }


    /**
     * reset the internal vars to the start values
     */
    function reset()
    {
        _pos = {};
        _first = false;
        _fingers = 0;
        _distance = 0;
        _angle = 0;
        _gesture = null;
    }


    var gestures = {
        // hold gesture
        // fired on touchstart
        hold : function(event)
        {
            // only when one finger is on the screen
            if(options.hold) {
                _gesture = 'hold';
                clearTimeout(_hold_timer);

                _hold_timer = setTimeout(function() {
                    if(_gesture == 'hold') {
                        triggerEvent("hold", {
                            originalEvent   : event,
                            position        : _pos.start
                        });
                    }
                }, options.hold_timeout);
            }
        },


        // drag gesture
        // fired on mousemove
        drag : function(event)
        {
            // get the distance we moved
            var _distance_x = _pos.move[0].x - _pos.start[0].x;
            var _distance_y = _pos.move[0].y - _pos.start[0].y;
            _distance = Math.sqrt(_distance_x * _distance_x + _distance_y * _distance_y);

            // drag
            // minimal movement required
            if(options.drag && (_distance > options.drag_min_distance) || _gesture == 'drag') {
                // calculate the angle
                _angle = getAngle(_pos.start[0], _pos.move[0]);
                _direction = self.getDirectionFromAngle(_angle);

                // check the movement and stop if we go in the wrong direction
                var is_vertical = (_direction == 'up' || _direction == 'down');
                if(((is_vertical && !options.drag_vertical) || (!is_vertical && !options.drag_horizontal))
                    && (_distance > options.drag_min_distance)) {
                    return;
                }

                _gesture = 'drag';

                var position = { x: _pos.move[0].x - _offset.left,
                    y: _pos.move[0].y - _offset.top };

                var event_obj = {
                    originalEvent   : event,
                    position        : position,
                    direction       : _direction,
                    distance        : _distance,
                    distanceX       : _distance_x,
                    distanceY       : _distance_y,
                    angle           : _angle
                };

                // on the first time trigger the start event
                if(_first) {
                    triggerEvent("dragstart", event_obj);

                    _first = false;
                }

                // normal slide event
                triggerEvent("drag", event_obj);

                cancelEvent(event);
            }
        },


        // transform gesture
        // fired on touchmove
        transform : function(event)
        {
            if(options.transform) {
                var scale = event.scale || 1;
                var rotation = event.rotation || 0;

                if(countFingers(event) != 2) {
                    return false;
                }

                if(_gesture != 'drag' &&
                    (_gesture == 'transform' || Math.abs(1-scale) > options.scale_treshold
                        || Math.abs(rotation) > options.rotation_treshold)) {
                    _gesture = 'transform';

                    _pos.center = {  x: ((_pos.move[0].x + _pos.move[1].x) / 2) - _offset.left,
                        y: ((_pos.move[0].y + _pos.move[1].y) / 2) - _offset.top };

                    var event_obj = {
                        originalEvent   : event,
                        position        : _pos.center,
                        scale           : scale,
                        rotation        : rotation
                    };

                    // on the first time trigger the start event
                    if(_first) {
                        triggerEvent("transformstart", event_obj);
                        _first = false;
                    }

                    triggerEvent("transform", event_obj);

                    cancelEvent(event);

                    return true;
                }
            }

            return false;
        },


        // tap and double tap gesture
        // fired on touchend
        tap : function(event)
        {
            // compare the kind of gesture by time
            var now = new Date().getTime();
            var touch_time = now - _touch_start_time;

            // dont fire when hold is fired
            if(options.hold && !(options.hold && options.hold_timeout > touch_time)) {
                return;
            }

            // when previous event was tap and the tap was max_interval ms ago
            var is_double_tap = (function(){
                if (_prev_tap_pos && options.tap_double && _prev_gesture == 'tap' && (_touch_start_time - _prev_tap_end_time) < options.tap_max_interval) {
                    var x_distance = Math.abs(_prev_tap_pos[0].x - _pos.start[0].x);
                    var y_distance = Math.abs(_prev_tap_pos[0].y - _pos.start[0].y);
                    return (_prev_tap_pos && _pos.start && Math.max(x_distance, y_distance) < options.tap_double_distance);

                }
                return false;
            })();

            if(is_double_tap) {
                _gesture = 'double_tap';
                _prev_tap_end_time = null;

                triggerEvent("doubletap", {
                    originalEvent   : event,
                    position        : _pos.start
                });
                cancelEvent(event);
            }

            // single tap is single touch
            else {
                _gesture = 'tap';
                _prev_tap_end_time = now;
                _prev_tap_pos = _pos.start;

                if(options.tap) {
                    triggerEvent("tap", {
                        originalEvent   : event,
                        position        : _pos.start
                    });
                    cancelEvent(event);
                }
            }

        }

    };


    function handleEvents(event)
    {
        switch(event.type)
        {
            case 'mousedown':
            case 'touchstart':
                _pos.start = getXYfromEvent(event);
                _touch_start_time = new Date().getTime();
                _fingers = countFingers(event);
                _first = true;
                _event_start = event;

                // borrowed from jquery offset https://github.com/jquery/jquery/blob/master/src/offset.js
                var box = element.getBoundingClientRect();
                var clientTop  = element.clientTop  || document.body.clientTop  || 0;
                var clientLeft = element.clientLeft || document.body.clientLeft || 0;
                var scrollTop  = window.pageYOffset || element.scrollTop  || document.body.scrollTop;
                var scrollLeft = window.pageXOffset || element.scrollLeft || document.body.scrollLeft;

                _offset = {
                    top: box.top + scrollTop - clientTop,
                    left: box.left + scrollLeft - clientLeft
                };

                _mousedown = true;

                // hold gesture
                gestures.hold(event);

                if(options.prevent_default) {
                    cancelEvent(event);
                }
                break;

            case 'mousemove':
            case 'touchmove':
                if(!_mousedown) {
                    return false;
                }
                _event_move = event;
                _pos.move = getXYfromEvent(event);

                if(!gestures.transform(event)) {
                    gestures.drag(event);
                }
                break;

            case 'mouseup':
            case 'mouseout':
            case 'touchcancel':
            case 'touchend':
                if(!_mousedown || (_gesture != 'transform' && event.touches && event.touches.length > 0)) {
                    return false;
                }

                _mousedown = false;
                _event_end = event;

                // drag gesture
                // dragstart is triggered, so dragend is possible
                if(_gesture == 'drag') {
                    triggerEvent("dragend", {
                        originalEvent   : event,
                        direction       : _direction,
                        distance        : _distance,
                        angle           : _angle
                    });
                }

                // transform
                // transformstart is triggered, so transformed is possible
                else if(_gesture == 'transform') {
                    triggerEvent("transformend", {
                        originalEvent   : event,
                        position        : _pos.center,
                        scale           : event.scale,
                        rotation        : event.rotation
                    });
                }
                else {
                    gestures.tap(_event_start);
                }

                _prev_gesture = _gesture;

                // reset vars
                reset();
                break;
        }
    }


    // bind events for touch devices
    // except for windows phone 7.5, it doesnt support touch events..!
    if('ontouchstart' in window) {
        element.addEventListener("touchstart", handleEvents, false);
        element.addEventListener("touchmove", handleEvents, false);
        element.addEventListener("touchend", handleEvents, false);
        element.addEventListener("touchcancel", handleEvents, false);
    }
    // for non-touch
    else {

        if(element.addEventListener){ // prevent old IE errors
            element.addEventListener("mouseout", function(event) {
                if(!isInsideHammer(element, event.relatedTarget)) {
                    handleEvents(event);
                }
            }, false);
            element.addEventListener("mouseup", handleEvents, false);
            element.addEventListener("mousedown", handleEvents, false);
            element.addEventListener("mousemove", handleEvents, false);

            // events for older IE
        }else if(document.attachEvent){
            element.attachEvent("onmouseout", function(event) {
                if(!isInsideHammer(element, event.relatedTarget)) {
                    handleEvents(event);
                }
            }, false);
            element.attachEvent("onmouseup", handleEvents);
            element.attachEvent("onmousedown", handleEvents);
            element.attachEvent("onmousemove", handleEvents);
        }
    }


    /**
     * find if element is (inside) given parent element
     * @param   object  element
     * @param   object  parent
     * @return  bool    inside
     */
    function isInsideHammer(parent, child) {
        // get related target for IE
        if(!child && window.event && window.event.toElement){
            child = window.event.toElement;
        }

        if(parent === child){
            return true;
        }

        // loop over parentNodes of child until we find hammer element
        if(child){
            var node = child.parentNode;
            while(node !== null){
                if(node === parent){
                    return true;
                };
                node = node.parentNode;
            }
        }
        return false;
    }


    /**
     * merge 2 objects into a new object
     * @param   object  obj1
     * @param   object  obj2
     * @return  object  merged object
     */
    function mergeObject(obj1, obj2) {
        var output = {};

        if(!obj2) {
            return obj1;
        }

        for (var prop in obj1) {
            if (prop in obj2) {
                output[prop] = obj2[prop];
            } else {
                output[prop] = obj1[prop];
            }
        }
        return output;
    }

    function isFunction( obj ){
        return Object.prototype.toString.call( obj ) == "[object Function]";
    }
}"></script>
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<script src="data:application/javascript;base64,/**
 * @authors Luke Mahe
 * @authors Eric Bidelman
 * @fileoverview TODO
 */
document.cancelFullScreen = document.webkitCancelFullScreen ||
                            document.mozCancelFullScreen;

/**
 * @constructor
 */
function SlideDeck(el) {
  this.curSlide_ = 0;
  this.prevSlide_ = 0;
  this.config_ = null;
  this.container = el || document.querySelector('slides');
  this.slides = [];
  this.controller = null;

  this.getCurrentSlideFromHash_();

  // Call this explicitly. Modernizr.load won't be done until after DOM load.
  this.onDomLoaded_.bind(this)();
}

/**
 * @const
 * @private
 */
SlideDeck.prototype.SLIDE_CLASSES_ = [
  'far-past', 'past', 'current', 'next', 'far-next'];

/**
 * @const
 * @private
 */
SlideDeck.prototype.CSS_DIR_ = 'theme/css/';

/**
 * @private
 */
SlideDeck.prototype.getCurrentSlideFromHash_ = function() {
  var slideNo = parseInt(document.location.hash.substr(1));

  if (slideNo) {
    this.curSlide_ = slideNo - 1;
  } else {
    this.curSlide_ = 0;
  }
};

/**
 * @param {number} slideNo
 */
SlideDeck.prototype.loadSlide = function(slideNo) {
  if (slideNo) {
    this.curSlide_ = slideNo - 1;
    this.updateSlides_();
  }
};

/**
 * @private
 */
SlideDeck.prototype.onDomLoaded_ = function(e) {
  document.body.classList.add('loaded'); // Add loaded class for templates to use.

  this.slides = this.container.querySelectorAll('slide:not([hidden]):not(.hidden):not(.backdrop)');

  // If we're on a smartphone, apply special sauce.
  if (Modernizr.mq('only screen and (max-device-width: 480px)')) {
    // var style = document.createElement('link');
    // style.rel = 'stylesheet';
    // style.type = 'text/css';
    // style.href = this.CSS_DIR_ + 'phone.css';
    // document.querySelector('head').appendChild(style);

    // No need for widescreen layout on a phone.
    this.container.classList.remove('layout-widescreen');
  }

  this.loadConfig_(SLIDE_CONFIG);
  this.addEventListeners_();
  this.updateSlides_();

  // Add slide numbers and total slide count metadata to each slide.
  var that = this;
  for (var i = 0, slide; slide = this.slides[i]; ++i) {
    slide.dataset.slideNum = i + 1;
    slide.dataset.totalSlides = this.slides.length;

    slide.addEventListener('click', function(e) {
      if (document.body.classList.contains('overview')) {
        that.loadSlide(this.dataset.slideNum);
        e.preventDefault();
        window.setTimeout(function() {
          that.toggleOverview();
        }, 500);
      }
    }, false);
  }

  // Note: this needs to come after addEventListeners_(), which adds a
  // 'keydown' listener that this controller relies on.

  // Modernizr.touch isn't a sufficient check for devices that support both
  // touch and mouse. Create the controller in all cases.
  // // Also, no need to set this up if we're on mobile.
  // if (!Modernizr.touch) {
    this.controller = new SlideController(this);
    if (this.controller.isPopup) {
      document.body.classList.add('popup');
    }
  //}
};

/**
 * @private
 */
SlideDeck.prototype.addEventListeners_ = function() {
  document.addEventListener('keydown', this.onBodyKeyDown_.bind(this), true);
  window.addEventListener('popstate', this.onPopState_.bind(this), false);

  // var transEndEventNames = {
  //   'WebkitTransition': 'webkitTransitionEnd',
  //   'MozTransition': 'transitionend',
  //   'OTransition': 'oTransitionEnd',
  //   'msTransition': 'MSTransitionEnd',
  //   'transition': 'transitionend'
  // };
  //
  // // Find the correct transitionEnd vendor prefix.
  // window.transEndEventName = transEndEventNames[
  //     Modernizr.prefixed('transition')];
  //
  // // When slides are done transitioning, kickoff loading iframes.
  // // Note: we're only looking at a single transition (on the slide). This
  // // doesn't include autobuilds the slides may have. Also, if the slide
  // // transitions on multiple properties (e.g. not just 'all'), this doesn't
  // // handle that case.
  // this.container.addEventListener(transEndEventName, function(e) {
  //     this.enableSlideFrames_(this.curSlide_);
  // }.bind(this), false);

  // document.addEventListener('slideenter', function(e) {
  //   var slide = e.target;
  //   window.setTimeout(function() {
  //     this.enableSlideFrames_(e.slideNumber);
  //     this.enableSlideFrames_(e.slideNumber + 1);
  //   }.bind(this), 300);
  // }.bind(this), false);
};

/**
 * @private
 * @param {Event} e The pop event.
 */
SlideDeck.prototype.onPopState_ = function(e) {
  if (e.state != null) {
    this.curSlide_ = e.state;
    this.updateSlides_(true);
  }
};

/**
 * @param {Event} e
 */
SlideDeck.prototype.onBodyKeyDown_ = function(e) {

  // Don't handle keys if an input or text area is active. Do special handling
  // for selectize because it keeps focus within an offscreen textbox even
  // when just the select control is showing -- for selectize we refrain from
  // handling keys only when the text input is active or when the up or down
  // arrow key is pressed (which is used to open the list from the keyboard)
  var parentNode = e.target.parentNode || e.target; // handle no parent
  if (parentNode.classList && parentNode.classList.contains('selectize-input')) {
    if (parentNode.classList.contains('input-active') ||  // text input is active
       (e.keyCode == 38) || (e.keyCode == 40))            // up or down arrow
      return;
  } else if (/^(input|textarea)$/i.test(e.target.nodeName) ||
      e.target.isContentEditable) {
    return;
  }

  // Forward keydowns to the main slides if we're the popup.
  if (this.controller && this.controller.isPopup) {
    this.controller.sendMsg({keyCode: e.keyCode});
  }

  switch (e.keyCode) {
    case 13: // Enter
      if (document.body.classList.contains('overview')) {
        this.toggleOverview();
      }
      break;

    case 39: // right arrow
    case 32: // space
    case 34: // PgDn
      this.nextSlide();
      e.preventDefault();
      break;

    case 37: // left arrow
    case 8: // Backspace
    case 33: // PgUp
      this.prevSlide();
      e.preventDefault();
      break;

    case 40: // down arrow
      this.nextSlide();
      e.preventDefault();
      break;

    case 38: // up arrow
      this.prevSlide();
      e.preventDefault();
      break;

    case 72: // H: Toggle code highlighting
      document.body.classList.toggle('highlight-code');
      break;

    case 79: // O: Toggle overview
      this.toggleOverview();
      break;

    case 80: // P
      if (this.controller && this.controller.isPopup) {
        document.body.classList.toggle('with-notes');
      } else if (this.controller && !this.controller.popup) {
        document.body.classList.toggle('with-notes');
      }
      break;

    case 82: // R
      // TODO: implement refresh on main slides when popup is refreshed.
      break;

    case 27: // ESC: Hide notes and highlighting
      document.body.classList.remove('with-notes');
      document.body.classList.remove('highlight-code');

      if (document.body.classList.contains('overview')) {
        this.toggleOverview();
      }
      break;

    case 70: // F: Toggle fullscreen
       // Only respect 'f' on body. Don't want to capture keys from an <input>.
       // Also, ignore browser's fullscreen shortcut (cmd+shift+f) so we don't
       // get trapped in fullscreen!
      if (document.cancelFullScreen !== undefined && e.target == document.body && !(e.shiftKey && e.metaKey)) {
        if (document.mozFullScreen !== undefined && !document.mozFullScreen) {
          document.body.mozRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT);
        } else if (document.webkitIsFullScreen !== undefined && !document.webkitIsFullScreen) {
          document.body.webkitRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT);
        } else {
          document.cancelFullScreen();
        }
      }
      break;

    case 87: // W: Toggle widescreen
      // Only respect 'w' on body. Don't want to capture keys from an <input>.
      if (e.target == document.body && !(e.shiftKey && e.metaKey)) {
        this.container.classList.toggle('layout-widescreen');
      }
      break;
  }
};

/**
 *
 */
SlideDeck.prototype.focusOverview_ = function() {
  var overview = document.body.classList.contains('overview');

  for (var i = 0, slide; slide = this.slides[i]; i++) {
    slide.style[Modernizr.prefixed('transform')] = overview ?
        'translateZ(-2500px) translate(' + (( i - this.curSlide_ ) * 105) +
                                       '%, 0%)' : '';
  }
};

/**
 */
SlideDeck.prototype.toggleOverview = function() {
  document.body.classList.toggle('overview');

  this.focusOverview_();
};

/**
 * @private
 */
SlideDeck.prototype.loadConfig_ = function(config) {
  if (!config) {
    return;
  }

  this.config_ = config;

  var settings = this.config_.settings;

  this.loadTheme_(settings.theme || []);

  if (settings.favIcon) {
    this.addFavIcon_(settings.favIcon);
  }

  // Prettyprint. Default to on.
  if (!!!('usePrettify' in settings) || settings.usePrettify) {
    prettyPrint();
  }

  if (settings.analytics) {
    this.loadAnalytics_();
  }

  if (settings.fonts) {
    this.addFonts_(settings.fonts);
  }

  // Builds. Default to on.
  if (!!!('useBuilds' in settings) || settings.useBuilds) {
    this.makeBuildLists_();
  }

  if (settings.title) {
    document.title = settings.title.replace(/<br\/?>/, ' ');
    if (settings.eventInfo && settings.eventInfo.title) {
      document.title +=  ' - ' + settings.eventInfo.title;
    }
    document.querySelector('[data-config-title]').innerHTML = settings.title;
  }

  if (settings.subtitle) {
    document.querySelector('[data-config-subtitle]').innerHTML = settings.subtitle;
  }

  if (this.config_.presenters) {
    var presenters = this.config_.presenters;
    var dataConfigContact = document.querySelector('[data-config-contact]');

    var html = [];
    if (presenters.length == 1) {
      var p = presenters[0];

      var presenterTitle = [p.name];
      if (p.company) {
        presenterTitle.push(p.company);
      }
      html = presenterTitle.join(' - ') + '<br>';

      var gplus = p.gplus ? '<span>g+</span><a href="' + p.gplus +
          '">' + p.gplus.replace(/https?:\/\//, '') + '</a>' : '';

      var twitter = p.twitter ? '<span>twitter</span>' +
          '<a href="http://twitter.com/' + p.twitter + '">' +
          p.twitter + '</a>' : '';

      var www = p.www ? '<span>www</span><a href="' + p.www +
                        '">' + p.www.replace(/https?:\/\//, '') + '</a>' : '';

      var github = p.github ? '<span>github</span><a href="' + p.github +
          '">' + p.github.replace(/https?:\/\//, '') + '</a>' : '';

      var html2 = [gplus, twitter, www, github].join('<br>');

      if (dataConfigContact) {
        dataConfigContact.innerHTML = html2;
      }
    } else {
      for (var i = 0, p; p = presenters[i]; ++i) {
        html.push(p.name + ' - ' + p.company);
      }
      html = html.join('<br>');
      if (dataConfigContact) {
        dataConfigContact.innerHTML = html;
      }
    }

    var dataConfigPresenter = document.querySelector('[data-config-presenter]');
    if (dataConfigPresenter) {
      dataConfigPresenter.innerHTML = html;
      if (settings.eventInfo) {
        var date = settings.eventInfo.date;
        var dateInfo = date ? ' - <time>' + date + '</time>' : '';
        dataConfigPresenter.innerHTML += settings.eventInfo.title + dateInfo;
      }
    }
  }

  /* Left/Right tap areas. Default to including. */
  if (!!!('enableSlideAreas' in settings) || settings.enableSlideAreas) {
    var el = document.createElement('div');
    el.classList.add('slide-area');
    el.id = 'prev-slide-area';
    el.addEventListener('click', this.prevSlide.bind(this), false);
    this.container.appendChild(el);

    var el = document.createElement('div');
    el.classList.add('slide-area');
    el.id = 'next-slide-area';
    el.addEventListener('click', this.nextSlide.bind(this), false);
    this.container.appendChild(el);
  }

  if (Modernizr.touch && (!!!('enableTouch' in settings) ||
      settings.enableTouch)) {
    var self = this;

    // Note: this prevents mobile zoom in/out but prevents iOS from doing
    // it's crazy scroll over effect and disaligning the slides.
    window.addEventListener('touchstart', function(e) {
      e.preventDefault();
    }, false);

    var hammer = new Hammer(this.container);
    hammer.ondragend = function(e) {
      if (e.direction == 'right' || e.direction == 'down') {
        self.prevSlide();
      } else if (e.direction == 'left' || e.direction == 'up') {
        self.nextSlide();
      }
    };
  }
};

/**
 * @private
 * @param {Array.<string>} fonts
 */
SlideDeck.prototype.addFonts_ = function(fonts) {
  var el = document.createElement('link');
  el.rel = 'stylesheet';
  el.href = ('https:' == document.location.protocol ? 'https' : 'http') +
      '://fonts.googleapis.com/css?family=' + fonts.join('|') + '&v2';
  document.querySelector('head').appendChild(el);
};

/**
 * @private
 */
SlideDeck.prototype.buildNextItem_ = function() {
  var slide = this.slides[this.curSlide_];
  var toBuild = slide.querySelector('.to-build');
  var built = slide.querySelector('.build-current');

  if (built) {
    built.classList.remove('build-current');
    if (built.classList.contains('fade')) {
      built.classList.add('build-fade');
    }
  }

  if (!toBuild) {
    var items = slide.querySelectorAll('.build-fade');
    for (var j = 0, item; item = items[j]; j++) {
      item.classList.remove('build-fade');
    }
    return false;
  }

  toBuild.classList.remove('to-build');
  toBuild.classList.add('build-current');

  return true;
};

/**
 * @param {boolean=} opt_dontPush
 */
SlideDeck.prototype.prevSlide = function(opt_dontPush) {
  if (this.curSlide_ > 0) {
    var bodyClassList = document.body.classList;
    bodyClassList.remove('highlight-code');

    // Toggle off speaker notes if they're showing when we move backwards on the
    // main slides. If we're the speaker notes popup, leave them up.
    if (this.controller && !this.controller.isPopup) {
      bodyClassList.remove('with-notes');
    } else if (!this.controller) {
      bodyClassList.remove('with-notes');
    }

    this.prevSlide_ = this.curSlide_--;

    this.updateSlides_(opt_dontPush);
  }
};

/**
 * @param {boolean=} opt_dontPush
 */
SlideDeck.prototype.nextSlide = function(opt_dontPush) {
  if (!document.body.classList.contains('overview') && this.buildNextItem_()) {
    return;
  }

  if (this.curSlide_ < this.slides.length - 1) {
    var bodyClassList = document.body.classList;
    bodyClassList.remove('highlight-code');

    // Toggle off speaker notes if they're showing when we advanced on the main
    // slides. If we're the speaker notes popup, leave them up.
    if (this.controller && !this.controller.isPopup) {
      bodyClassList.remove('with-notes');
    } else if (!this.controller) {
      bodyClassList.remove('with-notes');
    }

    this.prevSlide_ = this.curSlide_++;

    this.updateSlides_(opt_dontPush);
  }
};

/* Slide events */

/**
 * Triggered when a slide enter/leave event should be dispatched.
 *
 * @param {string} type The type of event to trigger
 *     (e.g. 'slideenter', 'slideleave').
 * @param {number} slideNo The index of the slide that is being left.
 */
SlideDeck.prototype.triggerSlideEvent = function(type, slideNo) {
  var el = this.getSlideEl_(slideNo);
  if (!el) {
    return;
  }

  // Call onslideenter/onslideleave if the attribute is defined on this slide.
  var func = el.getAttribute(type);
  if (func) {
    new Function(func).call(el); // TODO: Don't use new Function() :(
  }

  // Dispatch event to listeners setup using addEventListener.
  var evt = document.createEvent('Event');
  evt.initEvent(type, true, true);
  evt.slideNumber = slideNo + 1; // Make it readable
  evt.slide = el;

  el.dispatchEvent(evt);
};

/**
 * @private
 */
SlideDeck.prototype.updateSlides_ = function(opt_dontPush) {
  var dontPush = opt_dontPush || false;

  var curSlide = this.curSlide_;
  for (var i = 0; i < this.slides.length; ++i) {
    switch (i) {
      case curSlide - 2:
        this.updateSlideClass_(i, 'far-past');
        break;
      case curSlide - 1:
        this.updateSlideClass_(i, 'past');
        break;
      case curSlide:
        this.updateSlideClass_(i, 'current');
        break;
      case curSlide + 1:
        this.updateSlideClass_(i, 'next');
        break;
      case curSlide + 2:
        this.updateSlideClass_(i, 'far-next');
        break;
      default:
        this.updateSlideClass_(i);
        break;
    }
  };

  this.triggerSlideEvent('slideleave', this.prevSlide_);
  this.triggerSlideEvent('slideenter', curSlide);

// window.setTimeout(this.disableSlideFrames_.bind(this, curSlide - 2), 301);
//
// this.enableSlideFrames_(curSlide - 1); // Previous slide.
// this.enableSlideFrames_(curSlide + 1); // Current slide.
// this.enableSlideFrames_(curSlide + 2); // Next slide.

   // Enable current slide's iframes (needed for page loat at current slide).
   this.enableSlideFrames_(curSlide + 1);

   // No way to tell when all slide transitions + auto builds are done.
   // Give ourselves a good buffer to preload the next slide's iframes.
   window.setTimeout(this.enableSlideFrames_.bind(this, curSlide + 2), 1000);

  this.updateHash_(dontPush);

  if (document.body.classList.contains('overview')) {
    this.focusOverview_();
    return;
  }

};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.enableSlideFrames_ = function(slideNo) {
  var el = this.slides[slideNo - 1];
  if (!el) {
    return;
  }

  var frames = el.querySelectorAll('iframe');
  for (var i = 0, frame; frame = frames[i]; i++) {
    this.enableFrame_(frame);
  }
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.enableFrame_ = function(frame) {
  var src = frame.dataset.src;
  if (src && frame.src != src) {
    frame.src = src;
  }
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.disableSlideFrames_ = function(slideNo) {
  var el = this.slides[slideNo - 1];
  if (!el) {
    return;
  }

  var frames = el.querySelectorAll('iframe');
  for (var i = 0, frame; frame = frames[i]; i++) {
    this.disableFrame_(frame);
  }
};

/**
 * @private
 * @param {Node} frame
 */
SlideDeck.prototype.disableFrame_ = function(frame) {
  frame.src = 'about:blank';
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.getSlideEl_ = function(no) {
  if ((no < 0) || (no >= this.slides.length)) {
    return null;
  } else {
    return this.slides[no];
  }
};

/**
 * @private
 * @param {number} slideNo
 * @param {string} className
 */
SlideDeck.prototype.updateSlideClass_ = function(slideNo, className) {
  var el = this.getSlideEl_(slideNo);

  if (!el) {
    return;
  }

  if (className) {
    el.classList.add(className);
  }

  for (var i = 0, slideClass; slideClass = this.SLIDE_CLASSES_[i]; ++i) {
    if (className != slideClass) {
      el.classList.remove(slideClass);
    }
  }
};

/**
 * @private
 */
SlideDeck.prototype.makeBuildLists_ = function () {
  for (var i = this.curSlide_, slide; slide = this.slides[i]; ++i) {
    var items = slide.querySelectorAll('.build > *');
    for (var j = 0, item; item = items[j]; ++j) {
      if (item.classList) {
        item.classList.add('to-build');
        if (item.parentNode.classList.contains('fade')) {
          item.classList.add('fade');
        }
      }
    }
  }
};

/**
 * @private
 * @param {boolean} dontPush
 */
SlideDeck.prototype.updateHash_ = function(dontPush) {
  if (!dontPush) {
    var slideNo = this.curSlide_ + 1;
    // Add everything except the hash.
    var loc = location.protocol+'//'+location.host+location.pathname+(location.search?location.search:"");
    var hash = '#' + slideNo;
    if (window.history.pushState && (location.protocol !== "file:")) {
      window.history.pushState(this.curSlide_, 'Slide ' + slideNo, loc + hash);
    } else {
      window.location.replace(loc + hash);
    }

    // Record GA hit on this slide.
    if(typeof window.ga === 'function') {
      ga('set', 'page', hash)
      ga('send', 'pageview');
    }
  }
};


/**
 * @private
 * @param {string} favIcon
 */
SlideDeck.prototype.addFavIcon_ = function(favIcon) {
  var el = document.createElement('link');
  el.rel = 'icon';
  el.type = 'image/png';
  el.href = favIcon;
  document.querySelector('head').appendChild(el);
};

/**
 * @private
 * @param {string} theme
 */
SlideDeck.prototype.loadTheme_ = function(theme) {
  var styles = [];
  if (theme.constructor.name === 'String') {
    styles.push(theme);
  } else {
    styles = theme;
  }

  for (var i = 0, style; themeUrl = styles[i]; i++) {
    var style = document.createElement('link');
    style.rel = 'stylesheet';
    style.type = 'text/css';
    if (themeUrl.indexOf('http') == -1) {
      style.href = this.CSS_DIR_ + themeUrl + '.css';
    } else {
      style.href = themeUrl;
    }
    document.querySelector('head').appendChild(style);
  }
};

/**
 * @private
 */
SlideDeck.prototype.loadAnalytics_ = function() {
  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
    (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
    m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
  })(window,document,'script','//www.google-analytics.com/analytics.js','ga');

  ga('create', this.config_.settings.analytics, 'auto');
  ga('send', 'pageview');
};


var loadDeck = function(event) {
  // Polyfill missing APIs (if we need to), then create the slide deck.
  // iOS < 5 needs classList, dataset, and window.matchMedia. Modernizr contains
  // the last one.
  Modernizr.load({
    complete: function() {
      window.slidedeck = new SlideDeck();
    }
  });
};

if (document.readyState !== "loading" &&
    document.querySelector('slides') === null) { 
  // if the document is done loading but our element hasn't yet appeared, defer
  // loading of the deck
  window.setTimeout(function() {
    loadDeck(null);
  }, 0);
} else {
  // still loading the DOM, so wait until it's finished
  document.addEventListener("DOMContentLoaded", loadDeck);
}



"></script>
<style type="text/css">
b, strong {
font-weight: bold;
}
em {
font-style: italic;
}
summary {
display: list-item;
}
slides > slide {
-webkit-transition: all 0s ease-in-out;
-moz-transition: all 0s ease-in-out;
-o-transition: all 0s ease-in-out;
transition: all 0s ease-in-out;
}
.auto-fadein {
-webkit-transition: opacity 0.6s ease-in;
-webkit-transition-delay: 0s;
-moz-transition: opacity 0.6s ease-in 0s;
-o-transition: opacity 0.6s ease-in 0s;
transition: opacity 0.6s ease-in 0s;
opacity: 0;
}
/* https://github.com/ropensci/plotly/pull/524#issuecomment-468142578 */
slide:not(.current) .plotly.html-widget{
display: block;
}
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
span.underline{text-decoration: underline;}
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ul.task-list{list-style: none;}
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pre > code.sourceCode > span { display: inline-block; line-height: 1.25; }
pre > code.sourceCode > span:empty { height: 1.2em; }
.sourceCode { overflow: visible; }
code.sourceCode > span { color: inherit; text-decoration: inherit; }
div.sourceCode { margin: 1em 0; }
pre.sourceCode { margin: 0; }
@media screen {
div.sourceCode { overflow: auto; }
}
@media print {
pre > code.sourceCode { white-space: pre-wrap; }
pre > code.sourceCode > span { text-indent: -5em; padding-left: 5em; }
}
pre.numberSource code
{ counter-reset: source-line 0; }
pre.numberSource code > span
{ position: relative; left: -4em; counter-increment: source-line; }
pre.numberSource code > span > a:first-child::before
{ content: counter(source-line);
position: relative; left: -1em; text-align: right; vertical-align: baseline;
border: none; display: inline-block;
-webkit-touch-callout: none; -webkit-user-select: none;
-khtml-user-select: none; -moz-user-select: none;
-ms-user-select: none; user-select: none;
padding: 0 4px; width: 4em;
color: #aaaaaa;
}
pre.numberSource { margin-left: 3em; border-left: 1px solid #aaaaaa; padding-left: 4px; }
div.sourceCode
{ }
@media screen {
pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
}
code span.al { color: #ff0000; font-weight: bold; } /* Alert */
code span.an { color: #60a0b0; font-weight: bold; font-style: italic; } /* Annotation */
code span.at { color: #7d9029; } /* Attribute */
code span.bn { color: #40a070; } /* BaseN */
code span.bu { } /* BuiltIn */
code span.cf { color: #007020; font-weight: bold; } /* ControlFlow */
code span.ch { color: #4070a0; } /* Char */
code span.cn { color: #880000; } /* Constant */
code span.co { color: #60a0b0; font-style: italic; } /* Comment */
code span.cv { color: #60a0b0; font-weight: bold; font-style: italic; } /* CommentVar */
code span.do { color: #ba2121; font-style: italic; } /* Documentation */
code span.dt { color: #902000; } /* DataType */
code span.dv { color: #40a070; } /* DecVal */
code span.er { color: #ff0000; font-weight: bold; } /* Error */
code span.ex { } /* Extension */
code span.fl { color: #40a070; } /* Float */
code span.fu { color: #06287e; } /* Function */
code span.im { } /* Import */
code span.in { color: #60a0b0; font-weight: bold; font-style: italic; } /* Information */
code span.kw { color: #007020; font-weight: bold; } /* Keyword */
code span.op { color: #666666; } /* Operator */
code span.ot { color: #007020; } /* Other */
code span.pp { color: #bc7a00; } /* Preprocessor */
code span.sc { color: #4070a0; } /* SpecialChar */
code span.ss { color: #bb6688; } /* SpecialString */
code span.st { color: #4070a0; } /* String */
code span.va { color: #19177c; } /* Variable */
code span.vs { color: #4070a0; } /* VerbatimString */
code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warning */
</style>
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49u3dhw%2FPr64O2%2B0Ne7XXZ4zyS6RSs7ncSqm002hEO6aPOx2br%2BpSsShfKH2o77J3E%2B7UO2E%2Bl5MPGiIENAAg%2Bmaz2dc3N7KVpagOrfv9yxf1CtjPuxHGCGiz%2B5jOZlVC7Y2caBZe9g9Y0X%2F91choFw%2F9Xi6V1Hdfz9soHSGgAQARp%2F62fmxv6vO7yA2t%2B%2B3Ll1fX1wcq6UTKjG3CgDab7t61ZvOAuhCxP9hOw8nQkvEDhKViUV6%2FTerz0kI%2BPx2GJ2sTAQ0AiLitWk22svTj3V1kxm6oJ6Ke0XGn42I397gY0D2qzzYqlaMI7e7YsbehXJVliJZjVUnPZLMqhe3caKie2mKhMJfPh%2BJDglMENAAgymzOrYvMjYPqWTy%2Futqs1WTQuMWLgDaoPlNxNnBOcBjZvKEwRKeHmCW6GzxUHKuknu2a6ZrOZNSva3hejLsIaABAZCVPT5%2Fam1v3y6dPMkbDRT2Fk7MzL5ac%2B3gX0D2qw7ZqtbDfbnj%2FEwB7m6GjtLchJghoAEBk2dy8Efatzz99%2FOjRbo2BfAhow1Qms1mtyjANkUN7m6HDtZEDDwhoAEBUzWazNjdvhHfr8y%2BfPh35mM4G3wLaoDJ6K8wZbXMztP4TOWBGQAMAounk4kLmsvRrOLc%2B%2F%2Fb58%2BPzc5%2FT2eBzQBtmMpld0%2FF14WJzdGAgLyzGQ0ADACJo1d6xKWGc%2BvzHt28vr69tbq71QoCdt1goHIZw5t39ZGjxMkqaH60CMwIaABA1yXRaJabM5T4%2Fvn8v81Rz7z582G00ZHv5KcCAftCd1KGuQUaq5vbsfddms1n5lKEhAhoAEDUqMWUuS%2BGaW%2Ff716%2BPz89lcvkv2IA2zGSz%2B2GbdrdpYyPH%2Fd2EUR8AFw0ENAAgUmzeOxiuzRvvPnyweS%2BaD3QIaMNaqJaij9pt%2BWJK3E0YCgQ0ACBSjjodmct9fri7k5Gqpz%2B%2BfXt2eRngjmdJn4B%2B0D3CMEQngdv5FLRaLkf%2BFJIIIKABANExm82qTHl2cfF25CL03z9%2FlqmqoV%2B%2FfDmwN0jYT1oF9IPuruitWk3Wqp42bHwWWigU5NOEVghoAEBEJE5P9%2F7aF3vS6Ty%2FvByY0WE5NuXH9%2B%2Ft7Jr1n24BbVgplWStasjmJ6IpzibUGwENAIiIhXy%2BL1ZOzs5eXl2Z6%2FmHu7vfv36VtaqbYAfVjaZnQCvzudxRGLZzbNdq8lXtw0g7zRHQAIAoMC8%2F93lyfv76r6l2%2Bt87%2BMe3b5pM2xhG24B%2B0D228KDZlO8BrdgcCz3NIrTGCGgAQBTMFwqyVMyenp%2B%2Fvb2VwaqV379%2Btfkj%2FgDpHNCKujz9zyy0czchi9A6I6ABAKE3YvnZ7MXV1c8fP%2F6h6xaO37582Ws2ZUjpRvOAftC9rXBb79sKjzsdO1t0WITWFgENAAg9y%2BVn5fH5eW8n9C%2BfPumW0b9%2B%2FmxnVVIH%2Bgf0g25Db%2Brd0HbOJmQRWlsENAAg3GwuP7%2B6ufnubsL373%2FVZpjdL58%2Fb9m4sUwToQhow2a1Kt8J%2BrAz0o5FaD0R0ACAcJsXwzekJ6blZ7MfP3wI%2FEBv1fHbIVl7NoQooJUNjRt638aOHRah9URAAwDCbdf58nOfnz5%2BDGq2XejqeS1sAa1sadzQdhahQ%2FeCxwEBDQAIMePowdGGLT%2F3%2Bdn3jdG%2Fff26a2MjrG7C2HPbus7lsLMIzcGEGiKgAQAhZucM59cjl5%2FNfnj%2F3rdTvv%2F49k3%2FiXUDhTGgE6mUnZ9UBMLOInQylZJPCgEioAEAYTWVTh%2BLHOljc%2FnZ7Edf7i9U1yY7KRTCGNAPuvOhD7U8p9DOIvRcPi%2BfEQJEQAMAwkqFhcyRPi%2F%2FOoPQqXde3l%2F47PJSRlJYhDSglelM5qjdlm%2BSwFkuQq%2BUSgnxdBAgAhoAEEqJVOrAakHx8dmZLGNHvLi%2FUH1ZWUghEt6AVuZszGzxn52Z0DPZrHw6CAoBDQAIpQUbJfTi6ko28RhcPHjl50%2BfLJcbNRfqgFZWSyX5VgnW%2FcGE4nXuwzw7rRDQAIBQ2rG6J%2Bxk4uVnM1fuL%2Fz969cdG2uNmgt7QD%2FQciiHnXMoI%2FDKRwYBDQAIn6lMRiZIn%2BeXl7KDJ%2FTj%2B%2FeTbIxWTS%2BrKHQikHHJVEq3GwqP2m35UvfhVkJ9ENAAgPBZs3H74JvbW1nArnj34cPvzjP6byHf%2BtwTgYBW5nI5%2BZ4JluVx7iulknwiCAQBDQAImcTpqeXtg0%2BdT69z6uePH%2B1vjP718%2BeNalUmURhFI6CV9UpFvnMCZGee3XQmI58I%2FEdAAwBCxs7pg2NPr3PK5v2FB6Gd%2BixFJqDVJzHVrPLNE6B1qxtMOZVQEwQ0ACBkLBcO3b190NIPVgevvLm9lSUUXpEJ6Af2Poz5yfJWwtVymYHQOiCgAQBhYmf%2Fhhe3D1r6ccjBK%2BoXN632toZLlAJa2bD6POanQxunu7OLQwcENAAgTOwsGb6%2BuZGB6w958MpJhDZvGCIW0LpN5Ni02ivPLg4dENAAgDCx3L%2Fx2PvbBy39%2FNfG6J8%2BfJABFHYRC2hlsVCQb6SgWJ5KyC4OHRDQAIDQsLV%2Fw6XTBydkHLyyb%2BMn8qETvYBW9qzO5fGNnYHQ7OIIHAENAAgNO%2Fs3vBv%2F7NRRp5NMpRYKBRlAoRbJgJ7VaSw0uzj0R0ADAEJjzer8FB32bxje3t7OZLPGZU9lMkvFosygkIpkQCvbtZp8RwXCchcHJ6oEjoAGAISG5dReTfZvKIetVt%2FFq55W3SNjKHSiGtAzNn6%2B4Q87uzii%2Bl0ICwIaABAOU%2Bm0TI0%2BAc7fMHt7d9dbfjZLdE%2BQXhUxFC4RTjd9FqEtd3GoN5K8fviGgAYAhMNiPi87w%2Byxv%2BenjHAglp%2FNEqnUQj4vkygsIhzQ%2BixC71rt4lgqFuX1wzcENAAgHDaqVdkZZs%2BCOD9loIHLz31Uhi6G8%2F7CCAe0sqPHIrSdE1UYZhcgAhoAEA6WA%2BxeXl%2FLlvWfuhJ58cNMZzLLYdsYHe2AntdmHMe6eOX7MMwuQAQ0ACAE7GyAfitaNhCLzkeMzYbq%2FsJoB%2FQDG%2Feq%2BmPL6gT4uXxeXjz8QUADAELA8qy4J3oMsHt2eSkv3o77%2Bwvz%2BVDcXxj5gF4uFuUbzH%2BWw%2BzYBh0gAhoAEAKbVjtTn%2BuxAXqzWpUXb9%2F9wSva318Y%2BYBOpFLH7bZ8j%2FnMcpgdZ3oHiIAGAITAvtUG6FcaDLB7e3c35ca2VFWoOh%2B8EvmAVjat7lj1x3qlIl9%2FM1febxgDAQ0A0N3DVEq2RR8dNkCfnJ3Jix%2FbdCaj58boOAS0Jid7b1ttg55lGnRACGgAgO7mrGpGkxO8VdDIi5%2BQKiTdMjoOAa0cWv3QwweW26AXnN%2BxClcQ0AAA3a2Uy7ItzHSYAP3m9jaZSsmLn1wildLq%2FsKYBPSa1bvOB5bToNWHK3nl8AEBDQDQ3ZbVHYQvrq5k0frsqN2WV%2B6i%2B%2FsL9Th4JSYBPavHqYTy9e%2BT8OZjG0YjoAEAurOcy%2Fvm9lYWrc%2BWfZkpNpXJBH5%2FYUwCWjmweuP5YLNald8CM%2B4jDAQBDQDQWsLGHYQyZ32mCt7PhcCZQA9eiU9Ar1cq8s3ms516XX4LzGZtnBsP1xHQAACtWc5D0OEOwpPzc3nlnkp0X5lANkbHJ6Dn8nn5fvOZ5X2E85xHGAQCGgCgtSWrMwifXVzIovXZdr0ur9wHiVRq3veDV%2BIT0HZ%2B%2BuE1y%2FsIOY8wEAQ0AEBra1Y%2FRn%2BuwR2Ei4GuAqqiXfTx%2FsL4BLSyW6%2FLt5yfjq3uI1z1YHgiLBHQAACtWY7geHl9LYvWT94NsHNkOpNZ9mVjdKwCelWDYXaW5xH6uf8eBgIaAKC1PatJCIGP4Hjs%2BwboEXy4vzBWAT1vtQXfB1tWgzhi9R3RBAENANDaYbstk8JMFq3Ptms1edkBSnTPbvTu%2FsJY5ZoO26C3rQZxTDPJzncENABAX5b58vjsTBatz%2FQ8Tvn%2B4BVv7i%2BMVUA%2FsDGG3Gu7VoM4ZnM5ednwFAENANDXdCYje8LsiQYz7B5qvANVxa7rB6%2FELaC3qlX5xvOTKnj5XTBjkp3%2FCGgAgL7mrQbxBj7D7vXNjbxs3bh7f2HcAnq1VJJvPD9ZTrJb1PJnINFGQAMA9LVcLMqeMHt%2BeSmj1k9PdLqDcLRZl%2B4vjFtAL1hNIvfaUbstvwtmjIL2HwENANCX5RCxF0EPgT5steRlayuRSs3l8xPeXxi3gFYfPOQbz2fyu2CmPhfJy4anCGgAgL42rLafBj4EekuzERx23N9fOMHBK3EL6KTVnaw%2BGD0KmrNU%2FEdAAwD0tWl1isrrmxsZtX4K7%2BLfVCYz3v2FcQto5chqlqLXNqxGQSfENcNTBDQAQF87jYaMCbPAT1EJ%2BwSx6UzG6cboGAb0ntX70GubVgGtw1mYsUJAAwD0pf8xhBEIl8Tp6ayTg1diGNCbVluJvLZVq8lvRMy%2FKcEioAEA%2BtpvtWRMmMmi9ZPKd3nNIZVIpebtHbwSw1Zbs7qZ1WvbVgE9xWGE%2FiKgAQD6OhwZ0CdBB3QohkA7ouJ40er%2BwhgG9ErQo6B3OM1bMwQ0AEBfR6IkzAIP6BdXV%2FKaI2Bq5MErMQxoy3nkXiOgdUNAAwD0JUvC7OTsTEatn55dXsprjoyZIQevxDCgl4I%2BS2W30ZDfCDP1zZKXDe8Q0AAATSWsAvpx0AH95OJCXnaUqG%2FBnLi%2FMIYBvUhA43sENABAU0ntA%2Frk7ExedvTcH7xiur8whgE9n8%2FLt5%2Bf9qwCepaA9hcBDQDQlHVAn5%2FLqPXTcacjLzuqVDcbB6%2FEMKDnCGh8j4AGAGjK8gjlwAP6sN2Wlx1t05lMBEZfOzWby8m3n5%2BsAzrkB%2FqEDgENANBUgoCGHgho9CGgAQCa0v8mwqM4beGIs3n9A5otHP4ioAEA%2BpIlYRZ4QD8ioONhQfs90Ezh8BkBDQDQlywJs8DnQMdkCgcWgz5IhTF2uiGgAQD6OhYlYRZ4QD%2BN%2BhxoGDjKG30IaACAviwCmqO84YvVclm%2B%2FfxEQOuGgAYA6Ouw3ZYxYSaj1k%2Bvb27kNSN61isV%2Bd7zEwGtGwIaAKCv%2FVZLxoTZWxG1flKPnojfUOQY2qhW5XvPT9u1moxmsxiebhMsAhoAoK%2FdRkPGhNmb21vZtX5i5S8OVL%2FK956ftqpVGc1mMTzdJlgENABAX9v1uowJs9c3NzJq%2FbSYz8vLRsRY%2FiTEaxtWAc1PQnxGQAMA9LVp9aPzl9fXMmr9pNpFXjYi5thqL77X1isVGc1m8prhKQIaAKCvNaubtwIP6O16XV42omQ6k5FvPJ%2FJYjZbKZXkZcNTBDQAQF8rVuPDnl9dyaj101G7LS8bUTIf9DGEx1YBvUxA%2B46ABgDoa8nqBLhnl5cyav2kLkBeNqIk8FNUDlstGc1m6n8m8rLhKQIaAKCvOavFv6fn5zJq%2FfT29jYhLhtRYrkR32v7zaaMZrMF7mT1HQENANCX5fbTx0Gf5q3M5XLyyhEZu1ajYLy212jIaDbjHeg%2FAhoAoK%2FE6ansCbPAT%2FNW1qtVeeWIjMBHcFgeQziTzcrLhqcIaACA1ixP8w78LJUD7iOMrtlsVr7lfLZldQzhVBRP80mkUlPptLYHxBDQAACtWR5G%2BCros1SeX13Jy0Y0rAZ9B%2BEjG6eoaFuZjqhnsVgobFar%2B63WUe%2B5dwdgr5RKy6XSQqGgPs9o8mQJaACA1ixv4XoR9CS7t3d3D9NpeeWIgMA3QD%2BymmG3Fv5TVOZyuWGHpRsB3WepWAx81woBDQDQ2qrVKOjAJ9kpqwzijaLE6emxeL%2F5zHKGXahPUZnN5Ub%2FiGlgQPeeeIAZTUADALS2YDXJ7knQk%2Bz%2BxjboiJrTYAO09Qy7QkFeuf6Sp6frVueMPhoZ0IalYjGQTR0ENABAa5aT7HQYxPHi%2Bppp0NFj%2BdMPH1iO4AjjDDv1P%2Br9Vks%2BWckyoNe6S9HTvt9GSUADALRm58fogQ%2Fi%2BBvToKNo9O4Cf2xZ3UHofztOaCabPbRXz4%2FsBbTB5%2B0cBDQAQHf7zab8m9Xs5fW1LFqf7dTr8soRXg9TKflO89%2B6VUGG6wbW%2B3q2GkxpZj%2Bg1%2Fz9LEFAAwB0t2E1iOO5BvcRqmuQV47wWi4W5TvNZ0fttsxEs9VQjeBIptP2154NjgJ61ceR2AQ0AEB3limjw32Eyiy7OCJEhwF2lncQLhWL8sq1teN8S4yjgF6vVHYbjaQvS%2FIENABAdzNWwxB0uI9QUX0gLx5hNJVOy7eZ%2FyzvIJzP5%2BXF62l5rCNp7Af0ZrV61N0cslmryUd3HQENANCdnfsIXwd9HqHyilkcUbEyVu25zvIMQp%2FvnBtbMpXqHS7oiM2A3vn%2BxwVz3n%2BuIKABACGwa3UfYeDnERqWwjmUF30OrN5v%2FpCl2CeQEchjWLUx8nkgy4Ber1QOxL5q9f8u5DW4i4AGAISA5ZkLTy8uZM7675gTVcJvLpeTbzD%2FHUTlDMJkOm35E6RhRgd0b9uG5PUNCQQ0ACAEFgsF%2BXekmSbboN%2Fe3k6H5KfqGGarVpNvMP9ZboAOyxmEljcBjzAioPu2bfRRbS2vxEUENAAgBB7auKlLh23Qf%2BNWwpCz807zh%2BUG6NmQfFQbY%2FhGz8CAXi%2BXLWfDH3c6nt6QQEADAMJB7nTso8M0aOX19XVYdqZCstws5A%2FLCdBrITlCJXl6Kp%2BdfTKgR2zb6OPpLg4CGgAQDutWx6loMg1a2fD4x8fwSCKVshlnXttrNGQxm4VlA%2FR8Pi%2BfnX19AT1620YfT0%2BZIaABAOFg52%2FiN7e3Mmf994pF6HBSySXfVIHYqtVkNJsteD%2BpzRXjjX%2Fu6QW0nW0bfba8HAhNQAMAwiFpYxq0JsPslPVKRT4F6Ox%2BVrEey8%2FKuijmPtN%2BnVk9oQm3xBgBvWF724bZrpd3IxDQAIDQsPwB7lNtdnG8ZBE6bNa0WX62PMFbSYTk3TXhSBMV0NtW%2F6sf5qDVktfjFgIaABAads6HeytaNiie%2FgQZ7lKfdo6dr3F6ZNtq%2F8ZSsSifgp62Jwtoy1uHRzgkoAEAUKYzGfnXZJ%2BX19eyZQPx%2BuYmFHMSoGxMttPAXZb7N%2Ba8nC%2Fhrs3JAnoSBDQAAP9leSORJkcSGva83IUJt8zY%2BGDmGzv7N0L0wWzTaniOd%2FYIaAAADGs2Vgr12cWhriREi4WxtTvuLlsvWO7fWA7JADtDgINNtr3cQ0VAAwDCZCablX9T9tFnFofy%2BOLC0xPRMCHLU%2BJ9FqX9Gw%2FsTZ%2F0yJqXk3AIaABAyFju4niszSwOg6d%2FkWMSyXT6cILb1FxneX7KWqj2bzwI9Gj0eS9HZRPQAICQsfND4dc3NzJkg3J%2FN2FIpvbGTYA7dAdS1yOL2Sxc%2BzcMk0zSmISncyQJaABAyNiZxfH88lKGbCDe3Nw8OT%2FfrtflE0GwAtxdMNBRuy2LuU%2B49m8YVm3ct%2BA6T09ReUBAAwDCaNdqF8fJ2ZlsWf%2B9uLo6%2BeuSFsMzuzcOHmq2eUPZqddlMffxdFXVI3Y%2B8bpusVCQV%2BIiAhoAED7LNk5UCXYgtLHwbL6e43Z7io0c2pjwgA8vrHePrR4hROen9Bn7NMHxqI9GXt%2B5S0ADAMLnYSp1JP7W7BPgrYTmhWezvUbD67%2FXYcdysSi%2FO8Gyc%2FvgdGg%2FgNkZnuMiH3aKE9AAgFDasrGC6P%2BthHLhuc8GEzmCpmJOn1O7ezasbh9cKZVC%2FenLt%2Fs197xffn5AQAMAQmoul5N%2Fd%2FZ55uOphG9vb59fXsprkLzenYkRHqZSQQ2FGEFdkizmPnNeDmXzwf3EQF8%2Bt8z6cp8lAQ0ACCvLgdDKm9tbGbuue31z8%2FjsTD76QMedzkw2K58OfLDbaMjvSOC2rJaf18I2%2FnmgWRsfeie0Ui7Lx%2FUCAQ0ACCs7txJ6Pc%2FO%2FsKz2WGrFYEeCp3NIOapWTq0sfwc3tsH%2B3i6%2B3yzWpWP6BECGgAQVslU6sjqh8InXi5CO1p47rPfaIRxJFl4rdj4uBWI7VpNFnOf8N4%2BKK3YOAhpDJu1mnws7xDQAIAQW7expujFIvR4C899dur1BA3ti8VCQb7%2BOrBzeIoPMyV85vq3Y8PHtWcDAQ0ACLGpTOZY%2FG3a56TTeSsKeBKvr6%2FHXnjus12r0dBe0%2B3EQTM7y8%2BzUdwxP5PNunI351GnsxDEXbkENAAg3DZtzLNzaxH67e3ts4kXnvv4uXEzhuZzOQ2H1hnsLD%2BHfXrdCMmJT%2FneqtWCupeAgAYAhNusjTMaXFmEfuXewnMfGtojc1qOfO6xs%2Fw858tQtgBNpdPrlYrluUjypQt2lA0BDQAIvR0bs8kmWYS%2BX3i%2BuJBf00Vb1Sp7Odw1l887zTI%2F2Rm%2BsVoux%2BRdkexujFZZPGJW9HGno%2F6XvlwqTQW06mxGQAMAQs%2FOoSqPxh3H4d3Ccx%2F2Q7toQeN9zwY7s5%2FDfnjKeKYymfl8fqlYVK282h3hp%2F5zOpPRaisLAQ0AiIKdel02Sp%2BnDg8mfHt7%2B9Tjhec%2Bu8y2c8OSl8OGXbHfbMpc7hOf5ecwIqABAFFgZye08vrmRobyQK%2Bur098WXjus99qTUVo6K%2F%2F1rwZM%2ByujUpFFnOfyO9%2BDjUCGgAQEds2xnE8OT%2BXrdzH%2F4XnPkft9izx5FwilbLzHgjcXqMhc7lPhIdvRAMBDQCIiJls1nImtPLi6kpGc8%2FLq6tAFp77HLfby1E5vdkfU5nMno17SQOn3qLrIpclPkFpjoAGAESHnZnQw0bavbm5eXp%2BLn9%2FgDar1aR4jpDm83mdx9WZbdfrMpf7sPysPwIaABAdU5mMncllz8TdhPcLz%2BK36WC%2F2ZwOdN6t%2FtYmO4zDT3ZG1ynBTjiGHQQ0ACBS1u3l1Ku%2F7ibUcOG5D9s5hpkOybaNHjv3Di7xvQ4DAhoAECnJVGrEWQw9j8%2FOVD2%2F0HXhWdppNJjOYaY%2BVNjZ8q6PHRubN5SgzqaGIwQ0ACBqFm2MAT5qt%2FebTfnrOjvqdO53x8Z%2BNvB0NrsbqoXnR7Y3bywUCvL5QkMENAAggkYH1l6jYUxCUFkj%2F6%2BaUxcf2z2yyVRKfdfCcr%2Bg2YaNcwdXy2WO0QkLAhoAEEHDRtodtdubppTZsLdhWkPqWcTtZ%2F2LhcJB2H5oYLC5eYPRdSFCQAMAomlNnEjXW3g227ZxBriejjqdmKxZzuVy%2ByN%2FpKAzm5s3uHcwXAhoAEA0JVKp%2Fb92aPQtPPcJ3WZoM%2FXUVkqlqGa0Sued0KbzI%2BPYFBuTN9a4dzBsCGgAQGTdn6%2FR6exanZysEucohNtqzY5arfuMjlCEzeXzu6H94UDPVq0m32%2BSerLyFYDOCGgAQJQtFAqyV6TNalXWT%2Bgcddc7p8Oc0cnufLrwbtgw27P65Gbg3MEwIqABAFGm0mS5VJLVIu2Ef72zRz2XxUIhXAPvprNZ9V0I%2B48Ceg5bLbnhfiDGe4cRAQ0AiLiH6fSqqJaBQr0ZWjrubiGYz%2Bd1LumHqdRysRiuAwUtHds7dHCNzRuhRUADAKJvtru6aWk9QiugZupJrVcq6kXQp6SnMhnVzaPHdYfX1vA7Vs2YvBFeBDQAIBYW7W2G3qhUBg6QjgZV0ju12kqpFMjIYZXv8%2Fm8SvmQjnO2yebU55iMIIwqAhoAEAuq3lbsbYaOxg2Flo7b7e16Xb0mc7mcRyWnXvPpbHaxWFQfS6JxX6Cl%2FWZTvqMGiu1xktFAQAMA4mI6k5EdM1B4T1cZ21G7vddobFWrq%2BXyYj4%2Fm806urlNJbh6eefy%2BaViUb2AW7VaxDaU22H%2FxsGFQkG%2BhggRAhoAECOq8GTNDBTV7bljUG190Gwq6jXZqdfNVDIe%2FnVaTczdbzQX76KBlplbF34ENAAgXowlUjtiuIaK8ah6tjl2Y5VDByOBgAYAxIv9zdDKAcursGHD3tgNZdrJxhhoi4AGAMSO%2FcnQ6%2BUyWxQwms2hdWtMfY4QAhoAEEcz9iZDr9HQGGmrVpPvmYGY%2BhwlBDQAIKbs31C4XqlE8oAVTMh%2BPd%2FfOOjNrEAEgoAGAMTXgr3TVdZoaAjbtut5pVTyaNI2gkJAAwDiK%2BFkKIdqaPZywGC%2Fnhm7EUkENAAg1hwN5WA%2FNB45qec1xm5EFAENAIi7JA0N2%2BzP3FBmczn5fkMEENAAANwPtnPU0JyxEkPHnc6mk3qeo56ji4AGAOCe%2FeHQhj3O%2Bo6T%2B7MGHdUzI58jjYAGAOC%2FpjIZRw29U6%2FL0kL0HLZaNk%2FqNsxTz1FHQAMA8H%2BmHTb0dq0mewtRctBqrYvv%2BwgL1HMMENAAAHzHaUNvVqvHoroQDXuNhvyOj7BQKMh3FKKHgAYAoJ%2FThmZEdCRt1%2Bvyez0Ca8%2FxQUADADCA0%2F3Qa9xWGCFH7bajgRtr7HuOGQIaAIDBHM22M2xzW2H43W96dnLL4BozN%2BKHgAYAYKgxGnqjWj1qt2WWIRR2HG7bWOO0lFgioAEAGCWZSi07bOh1tnOEkPrY4%2BiUQcNMNivfM4g8AhoAAAuJVGqpWJTxNNpWrcZ0jrDYbzYdzapTVsvlqUxGvlsQBwQ0AADWEqenC4WCrKjR1iuVA6Zz6E19yNmu1eT3brSVUulhOi3fJ4gJAhoAALvmcjnZUpa263WWovU0xv2CylKxmEil5NsD8UFAAwDgwEw263S83Vp3KXq%2F2ZQBh6CMt%2FC81j0qJSHeFYgbAhoAAGfGGM1h2KrVGNChg71Gw%2BmOZwMDN2AgoAEAcCyRSi063xK91h3QscuAjuActlpOT0gxqI9M3DKIHgIaAIAxjbclWtlgR4fv7vdsOJ%2FxbGDTM%2FoQ0AAAjG8qkxlvO4eyVa0eMqPDF7vj7tlY45RBDEJAAwAwkbG3cxi263U2Rnvnfruz8zkbBrZtYBgCGgAAF8yONZ2jh4x23X6zuTFuOq8Z0zbCsG0jmUqF4jojhoAGAMAdD9PpMQ4sNCOjXbHXaEySzqu6HtCt3mD3P%2BuoVNT7ZK%2FVOvz%2BrXLcvUVyt9ncrFaXS6W5XC4pvgLcQkADAOCm2VxukqXoNTJ6AhOms6IKNanZgu58Pq%2BaeIwjLY%2B7m7%2BXOTTRAwQ0AAAuUwU24VL0WvcWwzGaKZ7U542den3svc6GlVJpWqcdz6p61Scxt94D6vVZ4G5I9xDQAAB4YiabHXtAR89GtbrH3OjhDlut8Q4U7KPiUp%2BdxCqd1ffdi%2BPfVY6rj3byEeEUAQ0AgFdUk6kyk7nm1Hp3Xwcz73qOjd0aYx2J0mdZp1EbydPT1XLZi3Q222%2B1mM03IQIaAABvTX5zYY%2BxIO11YOlsv9nccmPJea27Z2NWp5sF5%2FN5Pz8jbVarSfZGj4uABgDAD67s6OjZillJH7Ra2xPvcjab12nPhrJaqchn7TXV67O5nLwYWCKgAQDwSaJ7%2BveEMzr6GCUd1akd%2B83mdq029iGCAy0WClpNpUim0zuBbnNfZle0cwQ0AAC%2BSqRSc%2Fm8uxm91t3dsVOvuzW0IUCHrZb6SKA%2BGLjbzcpSsajPdmeDSnk%2Ft20Ms16tymvDCAQ0AAABUBk970FGr3XvOFT1udto6FBmNhnRfL%2FY7N4mDTMN0%2FlBt55XSiVNpqxs0tBOENAAAAQm6VlG9xgr0%2FvNplbbPNTFqEtSF%2BbFSrOZSmetpjv3qG99b0%2B8einkS%2BS%2FDRraNgIaAICA3W%2FqyOVcvMVwBBVJ27XaXqNx0Gr5ltTqgQ66a8yqmDc9LuaeBc32OpslTPVs0GTvjfosJ68WEgENAIAWEqens65O6rBpvVLZ7Fa1qlvVuPvNpoq5w25e25zycdxN5MPun1J%2F3Ajl7e7q8oQHa49htTthQ7fjuPvIsYbqQ4WjLTcnZ2dPzs%2BfXVz0PD0%2Ff3x2Jn%2BnUxxYaAcBDQCAXqYzmcVCQaZh4FRqb3R5tFN5QvdznXM5rYbTDTQ35Gwd9apa%2FkxAVfKLq6s3Nzd%2Fu7sb6O3t7evr6%2BeXl2PHtPo4pOemF60Q0AAA6Cjp476OUFvt7tbQ8B7BgVSbyqfQM6yhTzod1cQqjmUxj%2FDq%2BvrJ%2Bbn8apZ2m0155TAjoAEA0JpKLhWInt5oGFLLIVly7kmcnlp%2BItqoVPp2zjy7uHCazmYqo8dYjV5hM%2FRIBDQAACGQ6J5luEhJd7t5LpfT9gbBEYZt3uizWa0aFXtydvb6%2Blo2sVOqv59dXspKHkFF%2FFQIX2HfENAAAIRJIpVSJS3vQou8ldB2syGZStn%2F8LNVrT45P59k4Vl6eXUlQ3kEJkOPQEADABBKie7ujvl83nJXQHitdk%2Fens1mNZ%2BqYce8veVngwropxcXMoIn9Or6%2BkSE8gjcTTgMAQ0AQOg9TKdnc7mlYtH%2BGqfO7jdp5POq3hLimYaUo%2BXn3haOZ5eXMoInpBpahvIwLEIPQ0ADABAp9zGdzS4UCiFamV7tHhk4l8tFKZrNbO5%2BXusO4jDfRPjcg4Z%2BYXsvh7qSZGj3zHiKgAYAILKSqZRKUhWmqqeXdeppFfeqmOfz%2BZlsNrzbmu2z%2F2FGHqeieldG8ISe2h5vp65cPh0Q0AAAxEWiuz6tmnUun1dJrRLWftiNbbW7JWOxUFC5PGusMYd%2FQ7MjUyNnP5tt1%2BsyYZWXbsziMHtzc2NzMzQzoQcioAEAiDWjqlXkqbCeVW2dy6nSXcjnVV4bhW1mdF7fLxq%2FUxW5%2BlPqj6tKVl9KhbL6snFr5YEW7O3fWC%2BXR5yd%2Fmr46YPjeW57sB3z7CQCGgAAwEM2l%2Fl3hiw%2FG046ndeuNvTb21ubi9DLxaJ8UjFHQAMAAHglmUrJVh5o4CHeZq43tM1F6K1aTT6vmCOgAQAAvDKTzcpWlrb%2BGl032snZ2Rv3TldROS4fQjpst%2BXzijkCGgAAwCs2B9jtNRqyXAd6fHb2VqTw2NRXkw8hMcyuDwENAADglcVCQeayZLl%2Fw%2Bzx%2BblbDf3s4kJ%2BfUl9DJBPLc4IaAAAAK%2FYGb%2B9XqnIZh3tyfm5rOEx2DxUZYn7CL9HQAMAAHjFzgnevbO7HXl6cSGD2KnX9k72XimX5VOLMwIaAADAKzKXpe1aTTarHc8mPuj7jb37CNcI6O8R0AAAAJ5I2AzokROgR3s%2BWUO%2Fvb2VX1PaqFbls4szAhoAAMATCXtDoEcfoWLpyfn50788u7h4dnk5kErt51dXfdSv7zYayn6zOcxhq7XGCvT3CGgAAACvyFyWJlmBntBRuy2vR2IKRx8CGgAAwCt2biLcGncP9OSM1WVLc7mcfGpxRkADAAB4ZcXGGLsN52Ps3LLfbMrrkWYJ6O8R0AAAAF5ZKhZlj0oybf2x22jIi5GmMxn51OKMgAYAAPDKgr2jvA9aLVm3PtiqVuXFSA85yvt7BDQAAIBXZnM52aPShIM4xrYurmQg%2BbxijoAGAADwylQmI3tUCmQbtM0N0JzjLRHQAAAAXknYG8SxFsQujk17%2BzeYYScR0AAAAB6yeR%2BhylnZuN6xOcBujTsIByGgAQAAPGRzG%2FSav4vQNpefV8vlhHhGIKABAAA8lLR3oPeajzuhbe5%2BVhbYvzEIAQ0AAOAtm7s41nw51vuo3bY5fEOZYv%2FGIAQ0AACAt6btzeIw7DebsnpdZHPzhrJcKsnnggcENAAAgA%2BWbZzp3ePdZuitWk0%2B3DAz2ax8InhAQAMAAPhAxags1GHWvVmHtnnuoGGF5efhCGgAAAA%2FOFqEVnYbDRnB4zlqt%2B3v3DCw%2FDwCAQ0AAOAHm6cSmm1Vq6p9ZRA7st9s2r9r0MDpg6MR0AAAAD5ZyOdlrY623l2KPhZZbMdhq%2BV04dnwMJ2WF48eAhoAAMAniVRqxeFGDoPK6J16%2FdD2zYX7zeZ46azM5nLyymFGQAMAAPjnYTq9KprVvo1KZbte32s0VEwftdvKcXeLs6KiebfR2KpWnW7YMFssFOQ1ow8BDQAA4KtZJxM5%2FLRSKiVSKXnB6ENAAwAA%2BG3O%2BWZor6l6TlLP9hDQAAAAARjjhkLvrHLjoBMENAAAQDDm9WjolVKJenaEgAYAAAjMXC4ni9ZP7NwYAwENAAAQpOlMZpK5HJNYLBS4a3AMBDQAAEDAkqnUUrEoA9dTzHseGwENAACgBVW0%2FixFq1hn0%2FMkCGgAAABdJFIpT6dzrJRKM9msfFw4QkADAADoJZlKzefz7q5GL5PO7iGgAQAAdJRIpWaz2Qn3RqsKX8jnpzIZ%2BfUxNgIaAABAa8luSS8UCiulkkzkgVR2z%2BXz05lMQnw1TI6ABgAACI1EKvUwnZ7JZudyOWU%2Bn1%2FI541%2Fn83lVDFzd6APCGgAAADAAQIaAAAAcICABgAAABwgoAEAAAAHCGgAAADAAQIaAAAAcICABgAAABwgoAEAABARiVRqpnvozFKxaJw7s1ouq39R%2Fznv3skyBDQAAABCbyqTsXPsuXG2eTKVkl%2FBPgIaAAAAIfYwnV4sFGQrj6Ayei6fH3s1moAGAABAWE1nMquij21aLpXGW4omoAEAABBKs7mczGJHVkqlqUxGfuXRCGgAAACEz2w2K4N4DKvl8sN0Wn79EQhoAAAAhMxUJiNTeGwrpVLCyV4OAhoAAHxnOpNZyOdXuytz9yPAulMLpp3%2FmBvwiIpdY0Sdi5aKRflAwxDQAADg3kw2u1GtHrbbjzqdgdT%2FSf2G2VxO%2FlnAT%2FP5vCzgydn%2FlEhAAwAQdyqdd%2Bp1WczD7DYac%2Fm8%2FDqAD5Kp1NhjN0ZbLpXkww1EQAMAEGvrlYpMZDs2qtWk%2BGqA1zxafjbYXIQmoAEAiKlkOr3baMgytm%2Bv1ZpyOL4AmJDru5%2FNFuz9aIWABgAgjlQ97zebsomdOqSh4aOH6bSsXhet2NvFQUADABA7ydPTXTfq2XDQaiVpaPhi8pNTLNmZCU1AAwAQOxvVquzgSWzV6%2FJRANfNebkB2mBnGzQBDQBAvKgEkQU8OZubR4FJLBQKMnndNZPNysftQ0ADABAv%2B62WzN%2FJHbbbDOWA15aKRZm87rIz6ZyABgAgRjxafjY4OssNGIMPAT1HQAMAALMtJwemOLXbbMpHBFxEQAMAAF8l02lZve5ipB08RUADAABfebp%2Fw7BYKMjHBdxCQAMAAF%2BtlMsyed21Ua3KxwXcQkADAABfbbo9%2FlnaaTTk4wJuIaABAICvtr28g9DAfYTwFAENAAB85Sigj9rt3UZD%2FvpoewQ0vERAAwAAX23VajJ5%2BxyrCG40NqtVVRLbNn5%2Fn122cMBLBDQAAPDVeqUik7fnsNVSxbxuKon9ZlP%2BttFUo8vHBdxCQAMAAF%2Bp%2BJDJa2zV2KhUZEmo%2F5P8%2FaOtlMvycQG3ENAAAMBXM9msOXb3m82t7laNgcYb2TGXz8vHBdxCQAMAAL8dtlrKTr1u3qox0I6TOw4NR%2B12Qjwi4CICGgAA%2BG0un5fFMJDqbJnIo61zigo8RkADAAC%2FJVKpVVEM0ujbDYeZzmTkIwIuIqABAEAA7CxCjzHAjvkb8AEBDQAAApA4PV0ulWQ3mDkdYHfYbifTaflYgLsIaAAAEIyH6bTsBrNjkcijzTN8A74goAEAQGBmslmZDganA%2BxWSiX59QEvENAAACBI05mMrAdlt9GQlTwMJ6dASaZSU5mM%2BlQ2m8vNZrPqrfUwnfZipqHNgF6vVDZrte16fafR2KnXt2q1ze9P2RyBgAYAAKOo0FkR%2B6FtDrA7arcX2LkRbyqa5%2FJ5%2BRYyrJbLi4WC6ulEKiX%2F7HhGB%2FRGtbrbbB6K92rPQbutknp90LmbPQQ0AACwoOJmwTSXw%2BYAu%2B16fYq7BmPsYTo9umXNVrtV6sqC9LAHVel8YO%2BDn3Lc6ajOHpbRBDQAALBF9ZDKaBU621YHEG7V65zXHWeqg82fuOxbKZUmnxQ%2BMKD3HA6NMRx3PwfKr0ZAAwAAB4zVaOPn4L1BHOpf9lqtzVpNtctDVp3jLZlKWc5AHG3WRp6O0BfQ65XKQbst49g%2B9Vbvu0ICGgAAAO5QH5%2BGbXd2ZJKhh%2BaAVvV8JIJ4DPutlvnyCGgAAAC4IJFKuVLPhrHXoXsBvV4uT7j2bGZehyagAQAA4IKBm48nMTXWfujeZTg9LNNSbz80AQ0AAIBJjTh2Z2wrpdIYczmMgN6q1WQBT%2Bi40zHmchDQAAAAmIjKXBc3b5iNsZHDCOgRk54nYWzkIKABAAAwEZW5sn1dMcYitApoL5afDcYiNAENAACAiUw4t240p5OhVUDbPzBlDDuNBgENAACA8SVTKVm9LlooFOSDjrBcLPYmlHvhoN0moAEAADC%2BWQ9uHzRbKZXkg46wZu%2Bo%2BUnYGVNNQAMAAGCw%2BbFO7XYkmUrJxx1ms1qVyeuupWJRPm4fAhoAAACDLRYKMnnd5eh8eO%2FuIOxZJqABAAAwNtfPT5Ec3Ue4U6%2FL5HWXnV0lBDQAAAAG82gCtNlMNisfd5jdRkMmr7tWy2X5uH0IaAAAAAxGQA9EQAMAAGAwAnogAhoAAACDEdADEdAAAAAYjIAeiIAGAADAYAT0QAQ0AAAABiOgByKgAQAAMBgBPRABDQAAgMEI6IEIaAAAAAxGQA9EQAMAAGAwAnogAhoAAACDEdADEdAAAAAYjIAeiIAGAADAYAT0QAQ0AAAABiOgByKgAQAAMBgBPRABDQAAgMEI6IEIaAAAAAxGQA9EQAMAAGAwAnogAhoAAACDEdADEdAAAAChkUilVHEu5PNLxeJyqbTSpf59oVCYzeWSqZT8I5OwDOj1cnm7VttrNA5braN2%2B7jTUf9U%2F77fbKrY3ahW5R%2Fp425An3Q6Ty8uXlxdvbq5eXN7%2B%2FbuTv3z9c2N%2Bs%2FnV1dPzs%2FlH%2BlDQAMAAETEdCajQlkGaB9V1bPZbEL88fGMCOjNavWg1ZIB2kf1tKredfHHe9wK6Mfn5y%2Bvr%2F92dzeaSmqV1ydnZ%2FIrGAhoAACA0HuYTttJZzMVvo7CdJiBAb1Rqew3mzI9RzjudHbqdfml1twI6MdnZ3bSuS%2Bjn19enogv9YiABgAACLvZbFZGp00LhcKES9EyoLdrNRmdNh22WuuVSt8XnDCgn56fvxV9bNPrm5vHYimagAYAAAix%2BXxeZrEjS8XiJBuj%2BwJa9qtTR%2B1238boSQL6%2BeWlzGJHVHz3bYwmoAEAAMJq8no2LJdKY69DmwN68no2qIY2r0OPHdDPJq7nnsemhiagAQAAQmmSnRvSYqEgH8KOXkBPsnNDut%2FL8de1jRfQT87PZQeP7c3tbe%2B2QgIaAAAgfB6m0zKCJzSXy8kHsmQE9EalIiN4QnuNhnFhYwS0it2x9z0P8%2BrmxrgwAhoAACB8nM7csEN1YcL5ZmgjoJ3O3LDJ2Aw9RkC%2FuLqSBTy5p92NHAQ0AABAyExnMjJ%2FXTGfz8uHG00F9Ga1KtvXFQet1przgH58dibb1xWvu4vQBDQAAEDIeLH83ON0EVoFtEfLz4aNatVpQHu0%2FGx4enFBQAMAAISJClxZvS5yVKvKaqkkq9dFKogdXZL6%2FW9ub2X4ukXVOQENAAAQJjOuDt%2BQFhyO49jwbP%2BG4bDVchTQ%2B62WrF4XqTonoAEAAMJkwaXZz8PYqUOznXpdVq%2B7Zp2MBznqdGT1umu9WpWP24eABgAA0IWnG6ANjrZB77l0eMoIjm5tfOTZHYQ9m7WafNw%2BBDQAAIAu%2Bo7O9sLDdFo%2B7jCe3kFocLSr5MTV81MG2q7X5eP2IaABAAB0sSp613VTmYx83GEOWi2ZvO5aKhbl4w7z5OJCJq%2B7dhoN%2Bbh9CGgAAABd%2BBDQ004C%2BpCAHoSABgAA0AUBPRoBDQAAgO8Q0KMR0AAAAPgOAT0aAQ0AAIDvENCjEdAAAAD4DgE9GgENAACA7xDQoxHQAAAA%2BA4BPRoBDQAAgO8Q0KMR0AAAAPgOAT0aAQ0AAIDvENCjEdAAAAD4DgE9GgENAACA7xDQoxHQAAAA%2BA4BPRoBDQAAgO8Q0KMR0AAAAPgOAT0aAQ0AAIDvENCjEdAAAAD4DgE9GgENAACA7xDQoxHQAAAA4ZBMpR6m0yo9Z7JZ9c%2BpTEb9ivxtk7MZ0OuVyka1ulWrbdfr6p%2BbtZr6FfnbBvIioE%2FOzh6fnz%2B9uHh2ean%2BqTJX%2FYr8bQN5EdA%2F3N39%2BP79uw8ffvr4UVH%2Fov7zB%2FHbBiKgAQAAxqdCeS6fXymVZIYq6tfn8%2FkpJz1qaXRAq2jebTQORYMajjqd%2FWZT9fS6%2BINmLga0iubnV1evbm9lhipv7u5eXl%2Brnj4Rf9DMxYBWifzzp0%2B%2Ffv36P9%2B%2BSX98%2B%2Fb3L19UT48uaQIaAABgHCqLVdjJ%2BhxouVRyVKUjDAtolc4H7basz4FUSW%2FX6%2FKLGBxd6rCAVun88uZG1udAqqSfX17KL2JwJaBVE%2F%2F982cZzQP9%2Fu2b6uxhGU1AAwAAOJNIpRYLBdmdllQITr6vQwb0erm832zK7rR02Omo7JbXOXlAv7i%2Blt1pSWW0ym751SYPaFXDf4hKtqQy%2Bt2HD%2FKrEdAAAAAOPEynh23YsEP92Ql3dPQF9HqlMmzDhh3Hnc5WrdZ3kZME9MnZ2bANG3a8vbt7JpaiJwnoH%2B7ufv3yRcaxfSq%2B%2By6SgAYAALBLta9cAHZq1WGh9jFfwEa1eiSaeAw732%2FncHR55oBW9fxGNPEYnl9dmS9v7IBW9fybCOIx%2FP3zZ%2FPlEdAAAAC2JFOpSdaezVQEP0yn5UPY0Qvo9UrFlXo2mNehxwvok07ntUjhsZnXoccO6GE3C47BvA5NQAMAAFhLnJ4uu1TPBtXiibH2QxsBvV4u279l0I4j037o8QLa%2Fi2Ddrw17YceL6B%2FsX3LoE29%2FdAENAAAgLW5fF5G8IQWCgX5QJaMgFYNJyN4QqrIjQsbI6CfDrp1b0Kv7%2B6MCxsjoFXsygKe0O%2FfvhlzOQhoAAAAC8lUavKtzwONsZFj1e3NG2bGRg6nAX3S6biy9VkyZtuNEdAubt4wMzZyENAAAAAWFjxYfjYsOl%2BEVgG9O9bQOjsOO5015wGtMle2rytUl584D2gvlp8Nf3QXoQloAACAURJicpy7nE6GVhfj0fKzYaNadRrQk8yts%2FT04sJpQE84t260nz9%2BJKABAABGUTUpq9dFs9msfNARVODK6nXRbqPhKKCP2m1ZvS56eX3tKKBVcI9xZop9v379SkADAACM4t3%2BDYPTXRxe3D5odtjpOArox%2Bfnsnpd9ObuzlFAv7i6ktXrIlXnuwQ0AADACKreZPW6aKVUkg86wnindjviKKCferYBusfRS%2FTq%2BlpWr7v2Wy35uH0IaAAAEF9uHZ4ygnzQEQ6%2BPzrbC452lXh3B2HPqpOX6PXNjUxedx222%2FJx%2BxDQAAAgvmTvus7RfYRHrp6fMtBsLicfd5gXV1cyed21VqnIxx3mze2tTF53HXU68nH7ENAAACCmEqmU7F3XOZoGfSx613Xz%2Bbx83GFeXl%2FL5HXXerUqH3eYt3d3MnnddUxAAwAADENAWyKgByKgAQBATBHQlgjogQhoAAAQUwS0JQJ6IAIaAADEFAFtiYAeiIAGAAAxRUBbIqAHIqABAEBMEdCWCOiBCGgAABBTBLQlAnogAhoAAMQUAW2JgB6IgAYAADFFQFsioAcioAEAQEwR0JYI6IEIaAAAEFMEtCUCeiACGgAAxBQBbYmAHoiABgAAMUVAWyKgByKgAQBATBHQlgjogQhoAAAQUwS0JQJ6IAIaAADEFAFtiYAeiIAGAAAxRUBbIqAHIqABAEBMEdCWCOiBCGgAABBTBLQlAnogAhoAAMSUnYBeL5e3a7W9RmO%2F2TxstY7abfXPg1ZL%2FYr69XXx%2ByV3A%2Fqk03l6fv7i6urV9fXr6%2Bs3Nzevb27Uv7%2B8unp2cXFydib%2FSB%2FXA%2Frdhw%2B%2FfPr098%2Bff%2Fvy5fevX9U%2Ff%2F38Wf3nzx8%2F%2FvD%2Bvfz9fVwP6PQ%2F%2F5n917%2Fy%2F%2F534T%2F%2FKf75p6L%2BRf2n%2BsXTf%2FxD%2Fv4%2BBDQAAMBQowN6q1pVoSwDtI%2Fq6a1aTf7xHrcC%2Bsn5uQrlt7e3skHNVFWrkpZ%2FvMetgP7x%2FXtVyX98%2FSob1Ez1tCpp%2Bcd73ApoFce5f%2F%2B79Oefpf%2F93xFUT6uSln%2B8h4AGAAAYalhAb9hLZ7P7jK5W5ZdyJaAfn529Gh6yA725uXl6fi6%2F1CM3AvqHbjrL9Bzh969ffxqS0ZMH9H%2FTWbTyKH%2F%2BmRmS0QQ0AADAUAMDeqdel9Fp026jIb%2FghAH99OLCctV5mBdXV%2FIiJwzodx8%2BWK46D%2FPr58%2FyIicM6NQ%2F%2FlG0WnUepvCf%2F8hNHQQ0AADAUDKg9xoNWZyO7DebfRujJwno55eXsjgdeX193bcxepKA%2FvnjR5nFjvz25UvfxuhJAjr9z3%2FKLHZExXfq%2B4YmoAEAAIbqC2jVvjKIx3DQarkS0C%2BurmQQj%2BH1zc2J6cuOHdCT17Ph969fzQ09dkBPXs%2F%2F9eef5nVoAhoAAGAoc0BPsnND2jPt5RgvoJ9eXMgUHtur6%2BvetY0X0O8%2BfJApPLbfvnzpXdt4AZ36xz%2F6O3gCxT%2F%2F7F0bAQ0AADBUL6C3qlUZwRPa%2Fms0xxgB%2FfjsbOx9z8M8v7w0LmyMgP7h%2Ffux9z0P88unT8aFjRfQY%2B97Hib%2Fn%2F8YX5mABgAAGKoX0IcOZ27YcdRuG5uhxwhopzM37FBFbmyGHiOgnc7csMnYyDFGQGf%2F9S9ZwJMzNkMT0AAAAEMZAb1dq8n8dcVOvT5GQD85P5f56wpjKIfTgP7x%2FXvZvq4whnI4DehTVzdvmBW6i9AENAAAwFBGQB%2B127J9XaFSbIyAfu3B8rPBWIR2GtAeLT8bVJ07DWiPlp8N6X%2F%2Bk4AGAAAYSgX0hge7n822qlVHAf3o7EyGr4ueXVw4DWjXdz%2Bb%2Ffzpk9OAdn33s1nu3%2F8moAEAAIZSAe3u8A1pr9FwFNDuDt%2BQXl1fOwroN7e3snpd9NuXL44C%2Bof372X1ukjVOQENAAAwlApoL24fNDtqtx0FtFuzn4d5e3vrKKC92wDds%2BEkoH%2F6%2BFFWr7tOzs7k4%2FYhoAEAQEypgPZuA3SPo4D2Yv5Gn4VCQT7uMO6Ofx5os16XjzvMz58%2ByeR11%2BPzc%2Fm4fQhoAAAQUyqgZe%2B6bspJQL%2B%2BuZHJ667FYlE%2B7jA%2FuXT64AjbTgL6l8%2BfZfK66%2BnFhXzcPgQ0AACIqaQvAT2TzcqHHuaN2%2BenSMtOAvrnT59k8rprp9GQjzvMr1%2B%2ByOR117PLS%2Fm4fQhoAAAQU8l0Wvau67QL6FJJPu4wvxDQgxDQAAAgpghoSwT0QAQ0AACIKQLaEgE9EAENAABiioC2REAPREADAICYIqAtEdADEdAAACCmCGhLBPRABDQAAIgpAtoSAT0QAQ0AAGKKgLZEQA9EQAMAgJgioC0R0AMR0AAAIKYIaEsE9EAENAAAiCkC2hIBPRABDQAAYoqAtkRAD0RAAwCAmCKgLRHQAxHQAAAgpghoSwT0QAQ0AACIKQLaEgE9EAENAABiioC2REAPREADAICYIqAtEdADEdAAACCmCGhLBPRABDQAAIgpFdCHrZbXHAX0y%2Btrry0Vi%2FJxh3l7d6ca2lNb1ap83GHeffiQ%2Bec%2FPXVydiYft8%2F%2FB4aK9bT%2BSH%2BAAAAAAElFTkSuQmCC%29%3B%0Aobject%2Dfit%3A%20cover%3B%0A%7D%0Aslides%20%3E%20slide%2Etitle%2Dslide%20p%20%7B%0Acolor%3A%20white%3B%0Atext%2Dalign%3A%20left%3B%0A%7D%0Aslides%20%3E%20slide%20p%20%7B%0Acolor%3A%20black%3B%0A%7D%0Aslides%20%3E%20slide%20body%20%7B%0Acolor%3A%20black%3B%0A%7D%0Aslides%20%3E%20slide%20ul%20%7B%0Acolor%3A%20black%3B%0A%7D%0Aslides%20%3E%20slide%20il%20%7B%0Acolor%3A%20black%3B%0A%7D%0Aslides%20%3E%20slide%2Etitle%2Dslide%20h1%20%7B%0Acolor%3A%20white%3B%0A%3C%3C%3C%3C%3C%3C%3C%20Updated%20upstream%0A%7D%0A%3D%3D%3D%3D%3D%3D%3D%0A%7D%0A%3E%3E%3E%3E%3E%3E%3E%20Stashed%20changes%0A" type="text/css" />
</head>
<body style="opacity: 0">
<slides class="layout-widescreen">
<slide class="title-slide segue nobackground">
<!-- The content of this hgroup is replaced programmatically through the slide_config.json. -->
<hgroup class="auto-fadein">
<h1 data-config-title><!-- populated from slide_config.json --></h1>
<p data-config-presenter><!-- populated from slide_config.json --></p>
</hgroup>
</slide>
<style type="text/css">
h2 {
text-align: left;
position: flex;
}
}
</style>
<slide class="fill nobackground" style="background-image: 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); background-size: contain; background-position: center;"><hgroup><h2>Project Overview</h2></hgroup><article id="project-overview">
<p><br></p>
<ul>
<li>Chose to pursue dataset from STAGES - Stanford Technology, Analytics, and Genomics in Sleep</li>
<li>Interested in what can predict a “good sleeper” from fitness, health ailments, demographics, etc.</li>
<li>This project demonstrates our skills with:
<ul>
<li>Data Cleaning and Filtering</li>
<li>Data Wrangling with data.table</li>
<li>Visualizations in R with ggplot2</li>
<li>Predictive analytics with modeling</li>
</ul></li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: 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); background-size: contain; background-position: center;"><hgroup><h2>Finding and Getting Data</h2></hgroup><article id="finding-and-getting-data">
<p><br></p>
<ul>
<li>Group interest in sleep patterns and factors determining good/healthy sleep</li>
<li>Data was available upon request from sleepdata.org
<ul>
<li>20 data collection sites from 6 centers - Cross-sectional, multi-site study that has collected data on 1,500 adult/adolescent patients evaluated for sleep disorders
<ul>
<li>Stanford University, Bogan Sleep Consulting, Geisinger Health, Mayo Clinic, MedSleep, St. Luke’s Hospital</li>
</ul></li>
</ul></li>
<li>Challenges with data collection
<ul>
<li>Obscure variable names or a lot of missing data</li>
<li>Many variables were not relevant and therefore cut</li>
</ul></li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>Data Cleaning</h2></hgroup><article id="data-cleaning">
<p><br></p>
<ul>
<li>Deleted insignificant/irrelevant variables to result in 17 predictors, subject id, and subject code
<ul>
<li>Originally 445 variables</li>
<li>Predictors included BMI, participant’s sex, questionnaire results, fitness-related qualities, issues breathing, substance consumption, etc.</li>
</ul></li>
<li>Categorical variables were dummy-coded for easy use in regression analysis</li>
<li>NA’s were replaced with 0’s, imputed, or the row was deleted</li>
<li>Outliers without rational explanation were deleted from data</li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>Understanding Data</h2></hgroup><article id="understanding-data">
<p><br></p>
<ul>
<li>A total of 18 varibles are used as fitness indicator</li>
<li><em>On the next two slides</em> are the 17 variables (sleep_time not shown here) that we’ve identified from surveys and tests to be the most important fitness variables affecting quality of sleep.</li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>Understanding Data Table 1</h2></hgroup><article id="understanding-data-table-1">
<p><br></p>
<table>
<thead>
<tr>
<th style="text-align:left;">
id
</th>
<th style="text-align:left;">
display_name
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
subject_code
</td>
<td style="text-align:left;">
STAGES Subject Identifier
</td>
</tr>
<tr>
<td style="text-align:left;">
dem_0800
</td>
<td style="text-align:left;">
Body mass index (BMI)
</td>
</tr>
<tr>
<td style="text-align:left;">
dem_0500
</td>
<td style="text-align:left;">
Participant’s sex
</td>
</tr>
<tr>
<td style="text-align:left;">
fss_1000
</td>
<td style="text-align:left;">
Fatigue Severity Scale: Total Score
</td>
</tr>
<tr>
<td style="text-align:left;">
gad_0800
</td>
<td style="text-align:left;">
Generalized Anxiety Disorder-7 Questionnaire: Total Score
</td>
</tr>
<tr>
<td style="text-align:left;">
phq_1000
</td>
<td style="text-align:left;">
Patient Health Questionnaire 9: Total Score
</td>
</tr>
<tr>
<td style="text-align:left;">
nose_0300
</td>
<td style="text-align:left;">
Trouble breathing through nose
</td>
</tr>
<tr>
<td style="text-align:left;">
nose_0500
</td>
<td style="text-align:left;">
Unable to get enough air through nose during exercise or exertion
</td>
</tr>
<tr>
<td style="text-align:left;">
diet_0340
</td>
<td style="text-align:left;">
Food intake - No regular meals
</td>
</tr>
<tr>
<td style="text-align:left;">
diet_0400
</td>
<td style="text-align:left;">
Eating impact on alertness/wakefulness
</td>
</tr>
<tr>
<td style="text-align:left;">
ess_0900
</td>
<td style="text-align:left;">
Epworth Sleepiness Scale: Total score
</td>
</tr>
</tbody>
</table>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA8AAAAIcCAIAAAC2P1AsAAANnUlEQVR4Xu3d2U5cSRZA0fr/z2tsl+VBBoHxgAcmAyZJqCzcanWHqqrZkCARrPWIkDIet0Inzv3tCgAAuLHfxj8AAAB/T0ADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAwQ0BfXl5e3M3P+7RcLscTAwDwaM0Q0KtI/XA3Gxsb/7o3P378GE8MAMCjNUNALxaLsYgjAQ0AwA0J6D89f/58zN71EdAAADOZIaCXy+VYxNGLFy/G7F0fAQ0AMBMB/adXr16N2bs+AhoAYCYzBPTKx48fxygu3r59O2bv+pyeno7HBQDg0ZokoPf29sYoLra2tsbsXR8BDQAwk0kC+vv372MUF+/fv7+/RRwCGgBgJpME9NHR0RjF0f29IxTQAAAzmSSgT05OxiKO7m8MWkADAMxkkoA+Pz8fizja2dkZy3dNBDQAwEwmCeiVT58+jVEc/f7772P8roOABgCYyTwB/e3bt7GIo3vaxXFycjKeFQCAR2uegD4+Ph6LuLuPp4Q+pAIAMJN5AvruY9Arm5ubY//emYAGAJjJPAG98vnz57GIu7VfQgtoAICZTBXQh4eHYw53a1/HIaABAGYyVUAvFosxh2/lzZs3YwXfgYAGAJjJVAG9sre3N+Zwt7u7u8ZBDgENADCT2QJ6VatjDt/Kzs7OxsbG2MK3IqABAGYyW0Avl8uPHz+OOXwr29vba2loAQ0AMJPZAnrl4OBgbOHb2trauntDC2gAgJlMGNAXFxfruoT+sI6GFtAAADOZMKBX9vf3xxC+gzvOcghoAICZzBnQi8VijZfQH67fFN56L4eABgCYyZwBfbXWSehfdnd3X79+PdbxDQhoAICZTBvQy+Xy06dPYwXf2fb2dr2KFtAAADOZNqBXTk5Oxv5dk3fv3t08o4+Pj8eTAQDwaM0c0Ctfv34d43d9Njc3b5LRR0dH47EAAHi0Jg/oxWJxH4Mc/21nZ+ft27f/UNICGgBgJpMH9Mrp6enYvPdjd3d3a2vrzZs3L1++XPX0s2fPBDQAwHzmD+ire9jIkZydnY0HAgDg0XoSAX15ebm3tzeG7UP5+fPneCAAAB6tJxHQVw8yDP13BDQAwEyeSkCvnJ+fr/fzhDckoAEAZvKEAnrl7Ozs4RtaQAMAzORpBfTVAy7l+A8BDQAwkycX0FfXXyh8yHtoAQ0AMJOnGNBXDzvLIaABAGbyRAP66vpN4cPs5RDQAAAzeboBfXW92+4B9kMLaACAmTzpgL66/sbK/v7+2LxrJaABAGby1AP6l5OTk/sb5xDQAAAzEdD/tlgsvnz5MsbvOghoAICZCOj/cR9X0WdnZ+PPAADwaAno0eXl5cHBwVjBdyCgAQBmIqD/2vn5+ffv39eyK1pAAwDMRED/k4uLi4ODgztmtIAGAJiJgP7/lsvl0dHRrTdGC2gAgJkI6OD8/Pzw8LC+MhTQAAAzEdC3sSrp4+Pjb9++3WS6Q0ADAMxEQN/J5eXlr5g+PDxc9fRfjnkIaACAmQjoNVsl9cW1n9dOT0+Xy+X4TwAAPFoCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgOAPqamLTbX1T18AAAAASUVORK5CYII=); background-size: contain; background-position: center;"><hgroup><h2>Understanding Data Table 2</h2></hgroup><article id="understanding-data-table-2">
<p><br></p>
<table>
<thead>
<tr>
<th style="text-align:left;">
id
</th>
<th style="text-align:left;">
display_name
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
diet_0700
</td>
<td style="text-align:left;">
Self-perception of weight
</td>
</tr>
<tr>
<td style="text-align:left;">
soclhx_0501
</td>
<td style="text-align:left;">
Exercise, rarely or never
</td>
</tr>
<tr>
<td style="text-align:left;">
soclhx_0700
</td>
<td style="text-align:left;">
Alcohol consumption, number of times
</td>
</tr>
<tr>
<td style="text-align:left;">
soclhx_0900
</td>
<td style="text-align:left;">
Caffeine consumption, number of servings per day
</td>
</tr>
<tr>
<td style="text-align:left;">
soclhx_1500
</td>
<td style="text-align:left;">
Street or recreational drugs consumption, ever
</td>
</tr>
<tr>
<td style="text-align:left;">
famhx_0700
</td>
<td style="text-align:left;">
Family History of Fibromyalgia or Chronic Fatigue
</td>
</tr>
<tr>
<td style="text-align:left;">
narc_1600
</td>
<td style="text-align:left;">
Muscle weakness, number of episode
</td>
</tr>
</tbody>
</table>
</article></slide><slide class=""><hgroup><h2>What Determines a “Fit” Person 1</h2></hgroup><article id="what-determines-a-fit-person-1">
<p><br></p>
<pre >## [1] "did_you_awaken_during_night" "awaken_how_many_times_during_night"
## [3] "awakenings_compared_to_usual" "compared_usual_sleep_duration"
## [5] "compared_usual_feel_upon_awakening" "bmi"
## [7] "gad_0800" "phq_1000"
## [9] "nose_0300" "nose_0500"
## [11] "diet_0340" "diet_0700"
## [13] "soclhx_0700" "soclhx_0900"
## [15] "soclhx_1500" "famhx_0700"
## [17] "ess_0900" "narc_1600"</pre>
</article></slide><slide class=""><hgroup><h2>What Determines a “Fit” Person 2</h2></hgroup><article id="what-determines-a-fit-person-2">
<p><br></p>
<pre class = 'prettyprint lang-r'><b>fitness_data$gad_0800 <- replace_na(fitness_data$gad_0800, median(fitness_data$gad_0800,
na.rm = T))
fitness_data$gad_0800[fitness_data$gad_0800 < 10] <- 0
fitness_data$gad_0800[fitness_data$gad_0800 >= 10] <- 1
# 1 means anxious
fitness_data$diet_0700 <- replace_na(fitness_data$diet_0700, median(fitness_data$diet_0700,
na.rm = T))
fitness_data$diet_0700[fitness_data$diet_0700 != 0] <- 4
fitness_data$diet_0700[fitness_data$diet_0700 == 0] <- 1
fitness_data$diet_0700[fitness_data$diet_0700 == 4] <- 0
# 1 means unhealthy
fitness_data$famhx_0700 <- replace_na(fitness_data$famhx_0700, 0)
fitness_data$famhx_0700[fitness_data$famhx_0700 == -55] <- 0
</b></pre>
</article></slide><slide class=""><hgroup><h2>What Determines a “Fit” Person 3</h2></hgroup><article id="what-determines-a-fit-person-3">
<p><br></p>
<pre class = 'prettyprint lang-r'><b>fitness_data$narc_1600 <- replace_na(fitness_data$narc_1600, 0)
fitness_data$narc_1600[fitness_data$narc_1600 <= 3] <- 0
fitness_data$narc_1600[fitness_data$narc_1600 >= 3] <- 1
#If muscle weak occurs
fitness_data$soclhx_0900 <- replace_na(fitness_data$soclhx_0900,
median(fitness_data$soclhx_0900, na.rm = T))
fitness_data$soclhx_0900[fitness_data$soclhx_0900 <= 2] <- 0
fitness_data$soclhx_0900[fitness_data$soclhx_0900 >= 1] <- 1
#caffeine
fitness_data$soclhx_0700 <- replace_na(fitness_data$soclhx_0700, 0)
#Number of alcoholic drink frequency
#fitness_data$soclhx_1320 <- replace_na(fitness_data$soclhx_1320, 0)
#cigarettes
fitness_data$soclhx_1500 <- replace_na(fitness_data$soclhx_1500, 0)
fitness_data$soclhx_1500[fitness_data$soclhx_1500 >= 1] <- 1
# Drug usage, 1 = drug user if ever used drugs
</b></pre>
<p><img 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" width="720" /></p>
<pre >## $subject_id
## [1] 0
##
## $modified.date_of_evaluation
## [1] 0
##
## $how_long_fall_asleep
## [1] 56
##
## $compared_to_usual
## [1] 17
##
## $did_you_awaken_during_night
## [1] 48
##
## $awaken_how_many_times_during_night
## [1] 224
##
## $awakenings_compared_to_usual
## [1] 580
##
## $time_subject_felt_sleep_last_night
## [1] 95
##
## $compared_usual_sleep_duration
## [1] 55
##
## $compared_usual_feel_upon_awakening
## [1] 454
##
## $modified.notes
## [1] 0</pre>
<pre >## # A tibble: 7 × 2
## awaken_how_many_times_during_night count
## <chr> <int>
## 1 1 181
## 2 1_to_2 1
## 3 2 274
## 4 3 347
## 5 4 247
## 6 more_4 455
## 7 <NA> 224</pre>
<pre >## [1] "3"</pre>
<table>
<thead>
<tr>
<th style="text-align:left;">
Var1
</th>
<th style="text-align:right;">
Freq
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
1
</td>
<td style="text-align:right;">
181
</td>
</tr>
<tr>
<td style="text-align:left;">
2
</td>
<td style="text-align:right;">
275
</td>
</tr>
<tr>
<td style="text-align:left;">
3
</td>
<td style="text-align:right;">
571
</td>
</tr>
<tr>
<td style="text-align:left;">
4
</td>
<td style="text-align:right;">
247
</td>
</tr>
<tr>
<td style="text-align:left;">
more_4
</td>
<td style="text-align:right;">
455
</td>
</tr>
</tbody>
</table>
<pre >## [1] 45.82794</pre>
<pre >## [1] 46</pre>
<pre >## [1] 529</pre>
<p><img 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" 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" width="288" /></p>
<pre >## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 6360 17220 20730 20308 24150 34440</pre>
<p><br></p>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>What Determines “Quality” Sleep</h2></hgroup><article id="what-determines-quality-sleep">
<ul>
<li>The Polysomnography file measured many variables, amongst which was the total amount of sleep time (sleep_time) of each participant</li>
<li>A good sleeper has:
<ul>
<li>an above average sleep time (measured variables)</li>
<li>Epworth Sleep Scale below 16, meaning not severe excessive daytime sleepiness (subjective variable)</li>
<li>Felt more rested or the same as usual from polysomnography test (subjective variable)</li>
<li>less or same number of awakenings (measured variable)</li>
</ul></li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>Data Wrangling</h2></hgroup><article id="data-wrangling">
<p><br></p>
<ul>
<li>A good sleeper will have on average \(117\) minutes of more sleep than a poor sleeper</li>
</ul>
<pre >## good_sleeper avg_sleep_time count
## 1: 1 414.1342 529
## 2: 0 297.4194 1049</pre>
<ul>
<li>We can oddly see that those who felt more rested on Polysomnography test slept for less amount of time (minutes)</li>
</ul>
<pre >## compared_usual_feel_upon_awakening avg_sleep_time count
## 1: more_rested 291.6565 131
## 2: less_rested 307.4433 467
## 3: same 356.4153 980</pre>
</article></slide><slide class=""><hgroup><h2>Visualizations</h2></hgroup><article id="visualizations">
<p>Visualizations were created through R’s default plot() function and the ggplot2 package</p>
<p><img 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" width="720" /></p>
</article></slide><slide class=""><hgroup><h2>Visualizations</h2></hgroup><article id="visualizations-1">
<p>Visualizations were created through R’s default plot() function and the ggplot2 package</p>
<p><img 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" width="720" /></p>
<pre >## geom_text: parse = FALSE, check_overlap = FALSE, na.rm = FALSE
## stat_identity: na.rm = FALSE
## position_stack</pre>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>Modeling</h2></hgroup><article id="modeling">
<p><br></p>
<ul>
<li>The first model we attempted was an extreme gradient boosted tree model from the XGBoost package. A boosted tree is a decision tree that achieves a high modelling accuracy by training new models to account for the training data that was previously incorrectly modeled.</li>
<li>According to our XGB model, BMI, Epworth Sleepiness Scale, and the alcohol consumption are the predictors that provided the most gain to the model. It has an accuracy of \(60.34\%\), a specificity (true negative classification) of \(37.82\%\), and a sensitivity (true positive classification) of \(45\%\).</li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA8AAAAIcCAIAAAC2P1AsAAANnUlEQVR4Xu3d2U5cSRZA0fr/z2tsl+VBBoHxgAcmAyZJqCzcanWHqqrZkCARrPWIkDIet0Inzv3tCgAAuLHfxj8AAAB/T0ADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAgoAEAIBDQAAAQCGgAAAgENAAABAIaAAACAQ0AAIGABgCAQEADAEAwQ0BfXl5e3M3P+7RcLscTAwDwaM0Q0KtI/XA3Gxsb/7o3P378GE8MAMCjNUNALxaLsYgjAQ0AwA0J6D89f/58zN71EdAAADOZIaCXy+VYxNGLFy/G7F0fAQ0AMBMB/adXr16N2bs+AhoAYCYzBPTKx48fxygu3r59O2bv+pyeno7HBQDg0ZokoPf29sYoLra2tsbsXR8BDQAwk0kC+vv372MUF+/fv7+/RRwCGgBgJpME9NHR0RjF0f29IxTQAAAzmSSgT05OxiKO7m8MWkADAMxkkoA+Pz8fizja2dkZy3dNBDQAwEwmCeiVT58+jVEc/f7772P8roOABgCYyTwB/e3bt7GIo3vaxXFycjKeFQCAR2uegD4+Ph6LuLuPp4Q+pAIAMJN5AvruY9Arm5ubY//emYAGAJjJPAG98vnz57GIu7VfQgtoAICZTBXQh4eHYw53a1/HIaABAGYyVUAvFosxh2/lzZs3YwXfgYAGAJjJVAG9sre3N+Zwt7u7u8ZBDgENADCT2QJ6VatjDt/Kzs7OxsbG2MK3IqABAGYyW0Avl8uPHz+OOXwr29vba2loAQ0AMJPZAnrl4OBgbOHb2trauntDC2gAgJlMGNAXFxfruoT+sI6GFtAAADOZMKBX9vf3xxC+gzvOcghoAICZzBnQi8VijZfQH67fFN56L4eABgCYyZwBfbXWSehfdnd3X79+PdbxDQhoAICZTBvQy+Xy06dPYwXf2fb2dr2KFtAAADOZNqBXTk5Oxv5dk3fv3t08o4+Pj8eTAQDwaM0c0Ctfv34d43d9Njc3b5LRR0dH47EAAHi0Jg/oxWJxH4Mc/21nZ+ft27f/UNICGgBgJpMH9Mrp6enYvPdjd3d3a2vrzZs3L1++XPX0s2fPBDQAwHzmD+ire9jIkZydnY0HAgDg0XoSAX15ebm3tzeG7UP5+fPneCAAAB6tJxHQVw8yDP13BDQAwEyeSkCvnJ+fr/fzhDckoAEAZvKEAnrl7Ozs4RtaQAMAzORpBfTVAy7l+A8BDQAwkycX0FfXXyh8yHtoAQ0AMJOnGNBXDzvLIaABAGbyRAP66vpN4cPs5RDQAAAzeboBfXW92+4B9kMLaACAmTzpgL66/sbK/v7+2LxrJaABAGby1AP6l5OTk/sb5xDQAAAzEdD/tlgsvnz5MsbvOghoAICZCOj/cR9X0WdnZ+PPAADwaAno0eXl5cHBwVjBdyCgAQBmIqD/2vn5+ffv39eyK1pAAwDMRED/k4uLi4ODgztmtIAGAJiJgP7/lsvl0dHRrTdGC2gAgJkI6OD8/Pzw8LC+MhTQAAAzEdC3sSrp4+Pjb9++3WS6Q0ADAMxEQN/J5eXlr5g+PDxc9fRfjnkIaACAmQjoNVsl9cW1n9dOT0+Xy+X4TwAAPFoCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgEBAAwBAIKABACAQ0AAAEAhoAAAIBDQAAAQCGgAAAgENAACBgAYAgOAPqamLTbX1T18AAAAASUVORK5CYII=); background-size: contain; background-position: center;"><hgroup><h2>Modeling</h2></hgroup><article id="modeling-1">
<p><br></p>
<ul>
<li>The second model we used is K-nearest-neighbors. K nearest neighbors is a simple algorithm which searches for the closest (by distance) K neighbors to an observation for classification.</li>
<li>Unfortunately, we are unable to determine feature importance from this model. It had an accuracy of \(58.01\%\), a sensitivity of \(38.39\%\), and a specificity of \(43.14\%\).</li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>Modeling</h2></hgroup><article id="modeling-2">
<p><br></p>
<ul>
<li>The third model that we used is an elastic-net model. Elastic-net combines the strengths of the Ridge model, which is able to shrink down the coefficients of parameters to make them insignificant, and the LASSO model, which is able to completely remove parameters from the model.</li>
<li>The elastic-net model achieved an accuracy of \(60.12\%\) the specificity (true negative classification) of \(43.24\%\), and a sensitivity (true positive classification), at around \(42.73\%\)</li>
<li>According to the elastic-net model, the most significant predictors for a good sleeper are self perception of weight, family history of chronic fatigue, and caffeine consumption. Interestingly, the amount of exercise was deemed to be useless.</li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>Conclusion & Takeaways</h2></hgroup><article id="conclusion-takeaways">
<p><br></p>
<ul>
<li>In the real world, datasets are not always “perfect” and much pre-cleaning needs to be done before it can be used for data analysis and modeling</li>
<li>According to the data and our models, sleep and fitness have a less significant relationship than expected. However, this could also be due to how we defined someone who is fit and someone who is a good sleeper. Later studies should investigate this further.</li>
<li>Despite finding data that was collected in a controlled environment, it is difficult to fully understand the scope and meaning of data without qualitative characteristics and context, and even more so with poor labeling and recording.</li>
</ul>
</article></slide><slide class="fill nobackground" style="background-image: url(data:image/png;base64,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); background-size: contain; background-position: center;"><hgroup><h2>Acknowledgements</h2></hgroup><article id="acknowledgements">
<p><br></p>
<p>This research has been conducted using the STAGES - Stanford Technology, Analytics and Genomics in Sleep Resource funded by the Klarman Family Foundation. The investigators of the STAGES study contributed to the design and implementation of the STAGES cohort and/or provided data and/or collected biospecimens, but did not necessarily participate in the analysis or writing of this report. The full list of STAGES investigators can be found at the project website.</p>
<p>The National Sleep Research Resource was supported by the U.S. National Institutes of Health, National Heart Lung and Blood Institute (R24 HL114473, 75N92019R002).</p>
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); 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Thank You!
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