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Sequence_analysis.html
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Sequence_analysis.html
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<!DOCTYPE html>
<html>
<head>
<title>Bioinformatics for Big Omics Data: Basics of sequence analysis and genomic interval manipulation in R</title>
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BGrZn%2F05Araw2f6ICggwKv43AVD%2BsAFQkQPd%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%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%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%2F3EAywA3AC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7AAAAAD%2F7AAA%2FhT%2F7AAABbYAGfyU%2F%2B3%2Be%2F%2Fy%2Fqj%2BngAXAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAwAC4ALAAowCUAMAAzQDFAM8AugCaATEAsgAAAAAAAAAAAAAAAAA0AFoA2AFWAc4CTAJmApICwALyAyADQgNaA3wDmgPcBAQESgSmBO4FPAWYBb4GJgaGBr4G%2BAcgB0oHcgfOCFgImAjyCTIJagmiCdQKIgpUCmoKkgrMCuoLMgtuC7QL8gxKDJYM6A0MDUANcg3IDgQOMg5mDooOqA7KDvQPCg8qD4oP3hAYEGoQwBECEZwR2hISElwSnBK0EwwTRhOGE9oULhReFKwU8BUqFVoVshXsFiwWYBawFsgXGhdgF2AXkhfkGDwYmBjuGRQZjhnEGkAakhrOGvAa%2BBuCG5gb0BwMHEYclhy2HPwdMB1SHYgdsh3sHiYePB5SHmgeyB7aHuwe%2Fh8QHyIfNB%2BOH5ofrB%2B%2BH9Af4h%2F0IAYgGCAqIHwgjiCgILIgxCDWIOghGCGCIZQhpiG4Icoh3CImIpIioiKyIsIi0iLkIvYjhCOQI6AjsCPAI9Ij5CP2JAgkGiSGJJYkpiS2JMYk1iToJTAlmCWoJbolyiXcJewmRCZWJm4m0idYJ4YnwCf%2BKBQoKihKKGoojCi%2BKO4pIilCKWQpiCmmKeYqXAAAAAIAhf%2FjAa4FtgADAA8AKUATCgMEAwICERABAQ0CAw0HUVkNEwA%2FKwAYPxI5LxESATkRMzMRMzEwASMDIQE0NjMyFhUUBiMiJgFzrjQBFf7fTkhHTE1GR08BvAP6%2BsdKTVBHR1NQAAAAAgCFA6YC%2BAW2AAMABwAfQA0HBAADBAMJCAYCBwMDAD8zzTIREgE5OREzETMxMAEDIwMhAyMDAW0plikCcymWKQW2%2FfACEP3wAhAAAAIALwAABPoFtAAbAB8AikBKCB8cFQQUCREMDAkSDw4LBAoTExQWHR4HBAYXBAEAGQQYBQUGFAYKIQMaFwMYChggIQgEDAwcAQ0fABAQGRURDRENEQUXEwMKBRIAPzM%2FMxI5OS8vETMzMxEzMxEzMzMRMzMREgE5OREXMxESOTkRMxESFzkREhc5ETMREhc5MjIRMxESFzkxMAEDIRUhAyMTIwMjEyM1IRMhNSETMwMzEzMDMxUBMxMjA903AQ7%2B0VCyUPhQrkz6ARs5%2FvgBJVC0UPxQrlD8%2FQD6OfoDZv7kqP5eAaL%2BXgGiqAEcqAGm%2FloBpv5aqP7kARwAAAMAb%2F%2BJBCcGEgAgACYALQBnQDkMFBcdJSoGBAQFIQAnEQAFCBEZBS8uBQYWQA8SSBYXQB0NJAMqKgYXJQwGDE9ZAwYrHBQXFxxPWRcALysRADMRMxgvMysRADMREjkRFzMaGBDNKxDNERIBFzkRMxEzETMSFzkxMAEUBgcVIzUmJzUeARcRJy4BNTQ2NzUzFRYXByYnERceAQc0JicRNgEUFhcRDgEEJ9TIhfifVuZbVKSX17iFy7ZJnZtMvpLsUV%2Bw%2FidHXVBUAcWRvBbZ0wRI0yo5AQF2Hz%2BvgYqyE6ilB0u3Pgz%2BlB1JooQ6SyP%2BwRsC4zlMJQE3DEoAAAUAVP%2FsBpEFywAJABQAHgApAC0AV0AwLSorLBofFSUFCgAQChAfJSosBi8uHKAnAScnLQNgDQGvDQENDSwtAywSBxIEGCITAD8zPzM%2FPxI5L11xMxE5L10zERIBFzkRMxEzETMRMxEzETMxMAEUFjMyERAjIgYFFAYjIiY1ECEyFgEUFjMyERAjIgYFFAYjIiY1ECEyFgkBIwEBFzpChIRCOgHCpaGYpwE%2FnakB9jtCg4NCOwHCpp%2BYqAFAmqv%2B1%2FzVwgMrBACVkgEnASeSk%2Bbn794Bye382pWUASkBJZCV5ubt3wHJ7AMh%2BkoFtgAAAAMAYP%2FsBekFywALABQAMgBUQC4sKxIVJygGIQAbKxUbISgFNDMlDi0qBCwnAyQYAw8nHiwSHglLWR4EMAxMWTATAD8rABg%2FKwAYPxI5ERc5ERIXORESARc5ETMRMxEzETMRMzEwARQWFz4BNTQmIyIGEzI3AQ4BFRQWJTQ2Ny4BNTQ2MzIWFRQGBwE2NzMCBwEhJw4BIyIkAcNDPHFbV0hPXZW3gv6BalCL%2Fn2Ap19F2bexyoeeAVpRNvJGmgEt%2FtGVZueM5v76BHs%2FcD9Ab0VBTlH792sBeUR3TGJ7zYPDYG%2BZUpiwq5Fyul3%2BsmvP%2FuSz%2Ft2RUlPaAAAAAAEAhQOmAW0FtgADABS3AAMDBQQCAwMAP80REgE5ETMxMAEDIwMBbSmWKQW2%2FfACEAAAAAABAFL%2BvAJMBbYADQAfQA4DBAsDCgcACgAPDgsDAwA%2FLxESATk5ETMRFzMxMBMQEjczBgIVFBIXIyYCUpuSzYuUlInLk5oCMQEJAc6uvP4t9PT%2BNrmqAcYAAQA9%2FrwCNwW2AA0AH0AOAwoLAwQHAAQADw4ECgMAPy8REgE5OREzERczMTABEAIHIzYSNTQCJzMWEgI3m5LLipOUi82TmgIx%2Fvn%2BOqi7Acj09QHRva%2F%2BMQAAAAABAEoCagQUBhQADgAbQA8DBQQBBw0KCQsJDxAIDgAAP8QREgEXOTEwAQMlFwUTBwsBJxMlNwUDAqApAYEc%2Fpjsx6aVzef%2BmiMBeCkGFP6CbNkd%2FslrAVL%2BrmsBNx3ZbAF%2BAAAAAQBgAOMEMQTDAAsALEAWBgMKCgsLAQgDDQwJAQIBUlkGLwIBAgAvXTMrEQAzERIBFzkRMxI5OTEwASE1IREzESEVIREjAe7%2BcgGOtAGP%2FnG0AnmyAZj%2BaLL%2BagABAD%2F%2B%2BAGcAO4ABgAeQA8ABQMFCAcDQAZQBtAGAwYAL13NERIBOTkRMzEwJQYDIxI3MwGcMICtRSLn17r%2B2wEO6AAAAAEASAHBAkoCiQADABVACQMABQQBAE1ZAQAvKxESATk5MTATNSEVSAICAcHIyAAAAAEAhf%2FjAa4BFAALABhACwYAAA0MCQNRWQkTAD8rERIBOREzMTA3NDYzMhYVFAYjIiaFTEhJTE1ISEx9SU5RRkdTUgAAAQAQAAADDgW2AAMAHEAMAwABAgIABQQDAwISAD8%2FERIBOTkRMxEzMTAJASMBAw794N4CIQW2%2BkoFtgAAAgBY%2F%2BwEOQXNAAsAFwAoQBQSAAwGBgAZGAkVTVkJBwMPTVkDGQA%2FKwAYPysREgE5OREzETMxMAEQAiMiAhEQEjMyEgEQEjMyEhEQAiMiAgQ59fz0%2FPX79fz9DXuHh319h4d7Atv%2Bg%2F6OAX4BcQGDAW%2F%2BgP6O%2FtX%2FAAEEAScBJgEH%2Fv4AAQCaAAADDAW2AAoAIUAQAAQICQQBAQwLBAcBCQYBGAA%2FPxI5ORESATkRFzMxMCEjETQ3DgEHJwEzAwzrCBdDv3YBrsQDsKljGDqblQFSAAABAFoAAAQ5BcsAGwAxQBoHFBoCAg4UGwQdHBEKTVkRBwIaAQEaTlkBGAA%2FKxESADkYPysREgEXOREzETMxMCkBNQE%2BAjU0JiMiBgcnPgEzMhYVFA4BDwEVIQQ5%2FCEBeadtMndpVJ1nf3rmgsz2R5Or%2FgK2sgF7q49%2BSGNyPlGbZ1bVtGOyvaH2CgAAAAEAVv%2FsBC0FywAmAENAJBMHGwAABAcNFyIGKCcDFxgYF09ZGBgKJCQeTVkkBwoQTVkKGQA%2FKwAYPysREgA5GC8rERIAORESARc5ETMRMzEwARQGBxUeARUUBCEiJzUeATMyNjU0JisBNTMgNTQmIyIGByc2ITIWBAKik7Cw%2Ftb%2B7fOnXdBgqqi6x3%2BBAV56d1OaaXPJAQrd%2BARmi7kgCBavkdPlT9EuMn6EdW6%2F8l5mL0SklL4AAAACACcAAARtBboACgASAEhAJwkBAQ4LBwQSBQUEAAMUEwEFEgVNWQkGUBIBDxIfEgISEgMPBwYDGAA%2FPzMSOS9dXTMzKxEAMxESARc5ETMRMzMzMxEzMTABIxEjESE1ATMRMyERNDcjBgcBBG3F5f1kApzlxf5WCggcPP6VAT%2F%2BwQE%2FtQPG%2FEgBb8R9Ql798AABAHX%2F7AQpBbYAHAA6QB8PAxoVAwgVGAQeHQARTVkAAAYWFhlOWRYGBgxNWQYZAD8rABg%2FKxESADkYLysREgEXOREzETMxMAEyBBUUACEiJzUeATMyNjUQISIGBycTIRUhAz4BAkrdAQL%2B2%2F7y9YxR0lqfpv6yL4o0aTgC%2BP3XISNlA5Hqyur%2B%2BU%2FVLjKOiQEGEww%2BAsrR%2FpYGEAACAF7%2F7AQ%2FBckAFwAkAERAIxsRIgoKAAAFEQMmJQoUDg4eT1kODhQCAgdPWQIHFBhNWRQZAD8rABg%2FKxESADkYLysREgA5ERIBFzkRMxEzETMxMBMQITIXFSYjIgYDMz4BMzIWFRQAIyImAgUyNjU0JiMiDgEVFBZeArtuTExk6%2BwKDC%2Bqc8fe%2Fv%2Feneh9Af55g3t7TIBKmQJvA1oRxBb8%2FupRWfTR5v71lwEh9pyRfpBBcTuNwQAAAQBKAAAEPQW0AAYAJUASBgABBQACBQMIBwAYAwJOWQMGAD8rABg%2FERIBFzkRMxEzMTAhASE1IRUBAQACQv0IA%2FP9wQTlz6T68AAAAAMAWP%2FsBDkFyQAWACMAMAA3QB0DCA4UKyEGMjEFESEhKysLAAAkT1kABwsaT1kLGQA%2FKwAYPysREgA5GC8zEjk5ERIBFzkxMAEyFhUUBR4BFRQEIyIkNTQ2Ny4BNTQ2AxQWMzI2NTQmLwEOAQEiBhUUHgEXPgE1NCYCSNDy%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%0A%20%20font%2Dfamily%3A%20%27Open%20Sans%27%3B%0A%20%20font%2Dstyle%3A%20italic%3B%0A%20%20font%2Dweight%3A%20400%3B%0A%20%20src%3A%20url%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAQAQAABAAARkZUTVzakEwAAIZUAAAAHE9TLzKhTLaOAAABiAAAAGBjbWFwjOjcmQAABUAAAAGyY3Z0IA7AFxkAAA%2B0AAAAoGZwZ21%2BYbYRAAAG9AAAB7RnYXNwABUAIwAAhkQAAAAQZ2x5Zr%2FLVRcAABIEAABJAGhlYWT4qxTOAAABDAAAADZoaGVhDj8E%2FgAAAUQAAAAkaG10eGTdQjIAAAHoAA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T%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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cBMwJ97r0cNjlOu2oB%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%2F5oAAAAeAW4AAQAAAAAAAAA5AHQAAQAAAAAAAQASANQAAQAAAAAAAgAGAPUAAQAAAAAAAwAuAVoAAQAAAAAABAAZAb0AAQAAAAAABQAMAfEAAQAAAAAABgAXAi4AAQAAAAAABwBSAuwAAQAAAAAACAAUA2kAAQAAAAAACwAcA7gAAQAAAAAADAAuBDMAAQAAAAAADQAuBMAAAQAAAAAADgAqBUUAAQAAAAAAEAAJBYQAAQAAAAAAEQAPBa4AAwABBAkAAAByAAAAAwABBAkAAQAkAK4AAw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SktMTU5PUFFSU1RVVldYWVpbXF1eX2BhYmMAiImLjZWaoKWkpqinqautrK6vsbCys7W3tri6ub69v8AAdGZna9x6o3JtAHhsAIqcAHUAAGl5AAAAAABufgCqvINlcAAAAABvfwBkhIeZxcbU1dna1te7AMMA3%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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title: 'Bioinformatics for Big Omics Data: Basics of sequence analysis and genomic interval manipulation in R',
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<p style="margin-top: 6px; margin-left: -2px;">February 2, 2015</p>
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<slide class=''><hgroup><h2>Setting up some options</h2></hgroup><article id="setting-up-some-options" class="smaller ">
<p>Let's first turn on the cache for increased performance and improved styling</p>
<pre class = 'prettyprint lang-r'># Set some global knitr options
library("knitr")
opts_chunk$set(tidy=TRUE, tidy.opts=list(blank=FALSE, width.cutoff=60), cache=TRUE, messages=FALSE)</pre>
<pre class = 'prettyprint lang-r'>library(data.table)
library(ggplot2)
library(GenomicRanges)</pre>
<pre >## Loading required package: BiocGenerics
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<pre class = 'prettyprint lang-r'>library(GenomicAlignments)</pre>
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</article></slide><slide class=''><hgroup><h2>Outline</h2></hgroup><article id="outline" class="smaller ">
<p>Here we will discuss some of the core functionality in <code>Bioconductor</code> for manipulating sequence data and genomic intervals in R. You should read the following papers:</p>
<ol>
<li><p>Morgan, M. et al. ShortRead: a bioconductor package for input, quality assessment and exploration of high-throughput sequence data. Bioinformatics 25, 2607-2608 (2009).</p></li>
<li><p>Lawrence, M. et al. Software for computing and annotating genomic ranges. PLoS Comput. Biol. 9, e1003118 (2013).</p></li>
<li><p>Li, H. et al. The Sequence Alignment/Map format and SAMtools. Bioinformatics 25, 2078-2079 (2009).</p></li>
</ol>
</article></slide><slide class=''><hgroup><h2>Some motivation</h2></hgroup><article id="some-motivation" class="smaller ">
<p>The process of gene regulation is a lot more complex than what we originally discussed. It's not as simple as DNA → RNA → Proteins. It's more like</p>
<p>Gene expression = f(Transcription factors, Splicing, miRNA, Nucleosome, Methylation, etc.)</p>
<p>Fortunately, Next Generation Sequencing (NGS) can help us to learn about many of these fundamental processes.</p>
</article></slide><slide class=''><hgroup><h2>Transcription factors</h2></hgroup><article id="transcription-factors" class="smaller ">
<p><img src="http://howardhughes.trinity.duke.edu/uploads/assets/DAILYILLINI.jpg" width=600></p>
</article></slide><slide class=''><hgroup><h2>Alternative splicing</h2></hgroup><article id="alternative-splicing" class="smaller ">
<p><img src="http://www.ncbi.nlm.nih.gov/Class/MLACourse/Modules/MolBioReview/images/alternative_splicing.gif" width=600></p>
</article></slide><slide class=''><hgroup><h2>Next generation sequencing (NGS)</h2></hgroup><article id="next-generation-sequencing-ngs" class="smaller ">
<p>The sequencing revolution started with the Human Genome project. An international collaboration to generate a map of the human genome:</p>
<ul>
<li><p>Took years to complete using Sanger sequencing</p></li>
<li><p>Today the same can be done much more rapidly, at a fraction of the cost using next generation sequencing</p></li>
</ul>
</article></slide><slide class=''><hgroup><h2>Sequencing types</h2></hgroup><article id="sequencing-types" class="smaller ">
<ul>
<li><a href='http://www.illumina.com/technology/single_read_sequencing_assay.ilmn' title=''>Single end sequencing</a></li>
</ul>
<p>Single-read sequencing involves sequencing DNA from only one end, and is the simplest type of sequencing.</p>
<ul>
<li><a href='http://www.illumina.com/technology/paired_end_sequencing_assay.ilmn' title=''>Paired-end sequencing</a></li>
</ul>
<p>Paired-end sequencing allows users to choose the length of the insert and sequence either end of the insert, generating high-quality, alignable sequence data. Paired-end sequencing can detect rearrangements, including insertions and deletions (indels) and inversions. Note that this is different from <a href='http://www.illumina.com/technology/mate_pair_sequencing_assay.ilmn' title=''>mate pair sequencing</a></p>
</article></slide><slide class=''><hgroup><h2>NGS aligment</h2></hgroup><article id="ngs-aligment" class="smaller ">
<p>Next-generation sequencing generally produces short reads or short read pairs (e.g. \(<200\) bases) as compared to long reads by Sanger sequencing, which cover ~1000 bases. We need to align these sequences to a reference genome (The exception being de-novo sequencing where we want to infer a new genome).</p>
<p>This is called aligning or mapping the reads against the reference sequence/genome. This is not an easy task:</p>
<ul>
<li>The short reads do not come with position information → need to find the corresponding region in the reference sequence.</li>
<li>The reference sequence can be quite long (~3 billion bases for human) → computationally intensive task</li>
<li>Reads are short → uncertainty with respect to where the reads can be aligned.</li>
<li>We need to allow some mismatches and small structural variation (InDels) in our reads. For RNA-seq we need to allow for splice junctions.</li>
<li>Sequencing is not perfect → biological variation and sequencing errors can be confounded.</li>
</ul>
</article></slide><slide class=''><hgroup><h2>Aligners</h2></hgroup><article id="aligners" class="smaller ">
<p>There exist a multitude of aligners that can be used for aligning short reads to a reference genome such as: Bowtie, BWA, GSNAP, TopHat, SOAP, STAR, etc. The choice of the aligner is usually guided by the actual application (e.g. RNA-seq, de novo, etc).</p>
<p>More on this later.</p>
</article></slide><slide class=''><hgroup><h2>Common data formats</h2></hgroup><article id="common-data-formats" class="smaller ">
<p>(IMAGES →) FASTA/FASTQ → SAM/BAM → VCF</p>
<p>All of these data formats can be read in R.</p>
<ul>
<li>The SAM/BAM format has emerged as the de facto standard format for short read alignments.</li>
<li>SAM → plain-text version</li>
<li>BAM → compressed binary version</li>
<li>BAM files can also be used as an space-saving alternative to FASTQ files to store raw sequence data</li>
<li>All current alignment software can generate SAM/BAM as an output format. BAM files can be indexed to improve data accession.</li>
</ul>
</article></slide><slide class=''><hgroup><h2>Sequence manupulation using Biostrings</h2></hgroup><article id="sequence-manupulation-using-biostrings" class="smaller ">
<p>Here we will see how to manipulate sequence data in R using the <code>Biostrings</code> package</p>
<pre class = 'prettyprint lang-r'>source("http://bioconductor.org/biocLite.R")
biocLite(c("Biostrings", "hgu133plus2probe"))</pre>
<p>Now, we are ready to use the package</p>
<pre class = 'prettyprint lang-r'>library(Biostrings)</pre>
</article></slide><slide class=''><hgroup><h2>The Biostrings package</h2></hgroup><article id="the-biostrings-package" class="smaller ">
<p><code>Biostrings</code> provides memory efficient string containers, string matching algorithms, and other utilities, for fast manipulation of large biological sequences or sets of sequences.</p>
<p>Most of the <code>Biostrings</code> functionalities are summarized <a href='http://www.bioconductor.org/packages/2.12/bioc/vignettes/Biostrings/inst/doc/BiostringsQuickOverview.pdf' title=''>here</a>.</p>
</article></slide><slide class=''><hgroup><h2>The XString class</h2></hgroup><article id="the-xstring-class" class="smaller ">
<p>The XString is in fact a virtual class and therefore cannot be instanciated. Only subclasses (or subtypes) BString, DNAString, RNAString and AAString can. These classes are direct extensions of the XString class (no additional slot).</p>
<pre class = 'prettyprint lang-r'>library(Biostrings)
b <- BString("I am a BString object")
b</pre>
<pre >## 21-letter "BString" instance
## seq: I am a BString object</pre>
<pre class = 'prettyprint lang-r'>length(b)</pre>
<pre >## [1] 21</pre>
<pre class = 'prettyprint lang-r'>d <- DNAString("TTGAAAA-CTC-N")
d</pre>
<pre >## 13-letter "DNAString" instance
## seq: TTGAAAA-CTC-N</pre>
<pre class = 'prettyprint lang-r'>length(d)</pre>
<pre >## [1] 13</pre>
</article></slide><slide class=''><hgroup><h2>The XString class</h2></hgroup><article id="the-xstring-class-1" class="smaller ">
<pre class = 'prettyprint lang-r'>d[3]</pre>
<pre >## 1-letter "DNAString" instance
## seq: G</pre>
<pre class = 'prettyprint lang-r'>d[7:12]</pre>
<pre >## 6-letter "DNAString" instance
## seq: A-CTC-</pre>
<pre class = 'prettyprint lang-r'>d[]</pre>
<pre >## 13-letter "DNAString" instance
## seq: TTGAAAA-CTC-N</pre>
<pre class = 'prettyprint lang-r'>b[length(b):1]</pre>
<pre >## 21-letter "BString" instance
## seq: tcejbo gnirtSB a ma I</pre>
</article></slide><slide class=''><hgroup><h2>The XStringViews class</h2></hgroup><article id="the-xstringviews-class" class="smaller ">
<p>An XStringViews object contains a set of views on the same XString object called the subject string. Particularly useful for matches and alignments.</p>
<pre class = 'prettyprint lang-r'>v4 <- Views(d, start = 3:0, end = 5:8)
v4</pre>
<pre >## Views on a 13-letter DNAString subject
## subject: TTGAAAA-CTC-N
## views:
## start end width
## [1] 3 5 3 [GAA]
## [2] 2 6 5 [TGAAA]
## [3] 1 7 7 [TTGAAAA]
## [4] 0 8 9 [ TTGAAAA-]</pre>
<pre class = 'prettyprint lang-r'>length(v4)</pre>
<pre >## [1] 4</pre>
<pre class = 'prettyprint lang-r'>start(v4)</pre>
<pre >## [1] 3 2 1 0</pre>
<pre class = 'prettyprint lang-r'>end(v4)</pre>
<pre >## [1] 5 6 7 8</pre>
</article></slide><slide class=''><hgroup><h2>Summarizing SC genome</h2></hgroup><article id="summarizing-sc-genome" class="smaller ">
<p>Let's look at the Scerevisiae genome: You will need the following package:</p>
<pre class = 'prettyprint lang-r'>biocLite("BSgenome.Scerevisiae.UCSC.sacCer1")</pre>
<p>and then load it</p>
<pre class = 'prettyprint lang-r'>library("BSgenome.Scerevisiae.UCSC.sacCer1")</pre>
<pre >## Loading required package: BSgenome
## Loading required package: rtracklayer</pre>
<p>here is a quick summary of the number of ACGT across the first chr1.</p>
<pre class = 'prettyprint lang-r'>alphabetFrequency(Scerevisiae[["chr1"]])/length(Scerevisiae[["chr1"]])</pre>
<pre >## A C G T M R W
## 0.3033344 0.1939246 0.1987985 0.3039425 0.0000000 0.0000000 0.0000000
## S Y K V H D B
## 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
## N - + .
## 0.0000000 0.0000000 0.0000000 0.0000000</pre>
<p><strong>Exercise:</strong> Do the same with the human genome and let me know what you get.</p>
</article></slide><slide class=''><hgroup><h2>Finding patterns</h2></hgroup><article id="finding-patterns" class="smaller ">
<pre class = 'prettyprint lang-r'>matchPattern(pattern = "GATAGA", subject = Scerevisiae[["chr1"]])</pre>
<pre >## Views on a 230208-letter DNAString subject
## subject: CCACACCACACCCACACACCCACACACCACAC...GTGGGTGTGGTGTGGGTGTGGTGTGTGTGGG
## views:
## start end width
## [1] 1265 1270 6 [GATAGA]
## [2] 1838 1843 6 [GATAGA]
## [3] 8185 8190 6 [GATAGA]
## [4] 11532 11537 6 [GATAGA]
## [5] 12000 12005 6 [GATAGA]
## ... ... ... ... ...
## [54] 209740 209745 6 [GATAGA]
## [55] 214693 214698 6 [GATAGA]
## [56] 223103 223108 6 [GATAGA]
## [57] 225347 225352 6 [GATAGA]
## [58] 229924 229929 6 [GATAGA]</pre>
<pre class = 'prettyprint lang-r'>countPattern(pattern = "GATAGA", subject = Scerevisiae[["chr1"]])</pre>
<pre >## [1] 58</pre>
<p><strong>Exercise:</strong> Try to play with some of the options such as the number of mismatch and/or indels.</p>
</article></slide><slide class=''><hgroup><h2>Handling probe sequence information</h2></hgroup><article id="handling-probe-sequence-information" class="smaller ">
<p>Let's install the following packages</p>
<pre class = 'prettyprint lang-r'>biocLite(c("Biostrings", "hgu133plus2probe", "ShortRead"))</pre>
<p>and load the following two libraries</p>
<pre class = 'prettyprint lang-r'>library(Biostrings)
library(hgu133plus2probe)</pre>
<pre >## Loading required package: AnnotationDbi
## Loading required package: Biobase
## Welcome to Bioconductor
##
## Vignettes contain introductory material; view with
## 'browseVignettes()'. To cite Bioconductor, see
## 'citation("Biobase")', and for packages 'citation("pkgname")'.
##
##
## Attaching package: 'AnnotationDbi'
##
## The following object is masked from 'package:BSgenome':
##
## species
##
## The following object is masked from 'package:GenomeInfoDb':
##
## species</pre>
<p>We now have access to the <code>hgu133plus2probe</code> dataset containing our probe information.</p>
</article></slide><slide class=''><hgroup><h2>Handling probe sequence information</h2></hgroup><article id="handling-probe-sequence-information-1" class="smaller ">
<p>Let's create a <code>DNAStringSet</code></p>
<pre class = 'prettyprint lang-r'>probes <- DNAStringSet(hgu133plus2probe)</pre>
<p>Let's go back to our flu dataset:</p>
<pre class = 'prettyprint lang-r'>library(affy)
# Read the CEL file and creates and AffyBatch
GSE29617_affyBatch <- ReadAffy(celfile.path = "Data/GEO/GSE29617/")
# Normalize and summarize the data
GSE29617_set2 <- rma(GSE29617_affyBatch)</pre>
<pre >## </pre>
<pre >## Background correcting
## Normalizing
## Calculating Expression</pre>
</article></slide><slide class=''><hgroup><h2>Handling probe sequence information</h2></hgroup><article id="handling-probe-sequence-information-2" class="smaller ">
<p>Let's calculate the GC content of each probe</p>
<pre class = 'prettyprint lang-r'>dt_exprs <- data.table(probe_name = gsub("_PM", "", rownames(GSE29617_set2)),
exprs(GSE29617_set2))
# frequency for all probes
freq <- alphabetFrequency(probes)
# Compute the GC content
GC_count <- freq[, "G"] + freq[, "C"]
dt_probes <- data.table(probe_name = hgu133plus2probe$Probe.Set.Name,
GC_count)
setkey(dt_exprs, "probe_name")
setkey(dt_probes, "probe_name")
dt_merged <- dt_exprs[dt_probes]
dt_merged_melt <- melt(dt_merged, id.vars = c("probe_name", "GC_count"))
# This line is not needed if you're using the latest dev
# version of data.tabler
dt_merged_melt <- data.table(dt_merged_melt)
dt_merged_melt_sum <- dt_merged_melt[, list(mean = mean(value)),
by = GC_count]</pre>
</article></slide><slide class=''><hgroup><h2>Handling probe sequence information</h2></hgroup><article id="handling-probe-sequence-information-3" class="smaller ">
<p>We now look at the effect of probe composition on observed intensities</p>
<pre class = 'prettyprint lang-r'>library(ggplot2)
library(reshape2)
ggplot(dt_merged_melt[variable == "GSM733942.CEL.gz"], aes(x = as.factor(GC_count),
y = value)) + geom_violin() + geom_point(data = dt_merged_melt_sum,
aes(x = as.factor(GC_count), y = mean), col = "red", size = 6) +
theme_minimal(base_size = 18)</pre>
<img 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' title='fig:'/>
<p>What do you think about the GC content effect? <strong>Excercise:</strong> Repeat the plot above with other sequence characteristics</p>
</article></slide><slide class=''><hgroup><h2>GenomicRanges</h2></hgroup><article id="genomicranges" class="smaller ">
<p>Bioconductor possesses an infrastructure for representing and computing on annotated genomic ranges and integrating genomic data with the statistical computing features of R and its extensions. At the core of the infrastructure are three packages: <code>IRanges</code>, <code>GenomicRanges</code>, and <code>GenomicFeatures</code>. These packages provide scalable data structures for representing annotated ranges on the genome, and performing opperations on genomic intervals (e.g. overlaps, etc).</p>
<p>Most of the text and examples used here are taken from the various <code>*Ranges</code> Bioconductor package vignettes.</p>
</article></slide><slide class=''><hgroup><h2>IRanges</h2></hgroup><article id="iranges" class="smaller ">
<p>The IRanges package is designed to represent sequences, ranges representing indices along those sequences, and data related to those ranges. IRanges makes use run-length encodings to provide increased performance. For example, the sequence {1, 1, 1, 2, 3, 3} can be represented as values= {1, 2, 3}, run lengths = {3, 1, 2}.</p>
<pre class = 'prettyprint lang-r'>xVector <- sort(sample(1:100, replace = TRUE, size = 10000))
xRle <- Rle(xVector)
as.vector(object.size(xRle)/object.size(xVector))</pre>
<pre >## [1] 0.04755245</pre>
<pre class = 'prettyprint lang-r'>identical(as.vector(xRle), xVector)</pre>
<pre >## [1] TRUE</pre>
</article></slide><slide class=''><hgroup><h2>IRanges</h2></hgroup><article id="iranges-1" class="smaller ">
<p>The <code>IRanges</code> class is a "simple" container where 2 integer vectors of the same length are used to store the start and width values.</p>
<pre class = 'prettyprint lang-r'>ir1 <- IRanges(start = 1:10, width = 10:1)
ir2 <- IRanges(start = 1:10, end = 11)
ir3 <- IRanges(end = 11, width = 10:1)</pre>
<p><code>IRanges</code> provides common accessor functions to retrieve relevant pieces of information.</p>
<pre class = 'prettyprint lang-r'>start(ir1)</pre>
<pre >## [1] 1 2 3 4 5 6 7 8 9 10</pre>
<pre class = 'prettyprint lang-r'>end(ir1)</pre>
<pre >## [1] 10 10 10 10 10 10 10 10 10 10</pre>
<pre class = 'prettyprint lang-r'>width(ir1)</pre>
<pre >## [1] 10 9 8 7 6 5 4 3 2 1</pre>
<pre class = 'prettyprint lang-r'>mid(ir1)</pre>
<pre >## [1] 5 6 6 7 7 8 8 9 9 10</pre>
<pre class = 'prettyprint lang-r'>names(ir1)</pre>
<pre >## NULL</pre>
</article></slide><slide class=''><hgroup><h2>RangesList</h2></hgroup><article id="rangeslist" class="smaller ">
<p>An extension of <code>List</code> that holds only <code>Ranges</code> objects. Useful for storing ranges over a set of spaces (e.g. chromosomes), each of which requires a separate Ranges object. As a Vector, RangesList may be annotated with its universe identifier (e.g. a genome) in which all of its spaces exist.</p>
<pre class = 'prettyprint lang-r'>range1 <- IRanges(start = c(1, 2, 3), end = c(5, 2, 8))
range2 <- IRanges(start = c(15, 45, 20, 1), end = c(15, 100,
80, 5))
named <- RangesList(one = range1, two = range2)
length(named) # 2</pre>
<pre >## [1] 2</pre>
<pre class = 'prettyprint lang-r'>start(named) # same as start(c(range1, range2))</pre>
<pre >## IntegerList of length 2
## [["one"]] 1 2 3
## [["two"]] 15 45 20 1</pre>
<pre class = 'prettyprint lang-r'>names(named) # 'one' and 'two'</pre>
<pre >## [1] "one" "two"</pre>
<pre class = 'prettyprint lang-r'>start(named[["one"]])</pre>
<pre >## [1] 1 2 3</pre>
<pre class = 'prettyprint lang-r'>start(named[[1]])</pre>
<pre >## [1] 1 2 3</pre>
<pre class = 'prettyprint lang-r'>universe(named) <- "hg18"
universe(named)</pre>
<pre >## [1] "hg18"</pre>
</article></slide><slide class=''><hgroup><h2>GRanges: Single Interval Range Features</h2></hgroup><article id="granges-single-interval-range-features" class="smaller ">
<p><code>GRanges</code> are like <code>IRanges</code> but with a strand and a chromosome</p>
<pre class = 'prettyprint lang-r'>gr <- GRanges(seqnames = Rle(c("chr1", "chr2", "chr1", "chr3"),
c(1, 3, 2, 4)), ranges = IRanges(1:10, end = 7:16, names = head(letters,
10)), strand = Rle(strand(c("-", "+", "*", "+", "-")), c(1,
2, 2, 3, 2)), score = 1:10, GC = seq(1, 0, length = 10))
seqlengths(gr)</pre>
<pre >## chr1 chr2 chr3
## NA NA NA</pre>
<pre class = 'prettyprint lang-r'>seqnames(gr)</pre>
<pre >## factor-Rle of length 10 with 4 runs
## Lengths: 1 3 2 4
## Values : chr1 chr2 chr1 chr3
## Levels(3): chr1 chr2 chr3</pre>
<pre class = 'prettyprint lang-r'>ranges(gr)</pre>
<pre >## IRanges of length 10
## start end width names
## [1] 1 7 7 a
## [2] 2 8 7 b
## [3] 3 9 7 c
## [4] 4 10 7 d
## [5] 5 11 7 e
## [6] 6 12 7 f
## [7] 7 13 7 g
## [8] 8 14 7 h
## [9] 9 15 7 i
## [10] 10 16 7 j</pre>
<pre class = 'prettyprint lang-r'>strand(gr)</pre>
<pre >## factor-Rle of length 10 with 5 runs
## Lengths: 1 2 2 3 2
## Values : - + * + -
## Levels(3): + - *</pre>
<pre class = 'prettyprint lang-r'>mcols(gr)$score</pre>
<pre >## [1] 1 2 3 4 5 6 7 8 9 10</pre>
</article></slide><slide class=''><hgroup><h2>GRangesList: Multiple Interval Range Features</h2></hgroup><article id="grangeslist-multiple-interval-range-features" class="smaller ">
<p>Whenever genomic features consist of multiple ranges that are grouped by a parent feature, they can be represented as <code>GRangesList</code> object. Consider the simple example of the two transcript <code>GRangesList</code> below created using the <code>GRangesList</code> constructor.</p>
<pre class = 'prettyprint lang-r'>gr1 <- GRanges(seqnames = "chr2", ranges = IRanges(3, 6), strand = "+",
score = 5L, GC = 0.45)
gr2 <- GRanges(seqnames = c("chr1", "chr1"), ranges = IRanges(c(7,
13), width = 3), strand = c("+", "-"), score = 3:4, GC = c(0.3,
0.5))
grl <- GRangesList(txA = gr1, txB = gr2)
grl</pre>
<pre >## GRangesList object of length 2:
## $txA
## GRanges object with 1 range and 2 metadata columns:
## seqnames ranges strand | score GC
## <Rle> <IRanges> <Rle> | <integer> <numeric>
## [1] chr2 [3, 6] + | 5 0.45
##
## $txB
## GRanges object with 2 ranges and 2 metadata columns:
## seqnames ranges strand | score GC
## [1] chr1 [ 7, 9] + | 3 0.3
## [2] chr1 [13, 15] - | 4 0.5
##
## -------
## seqinfo: 2 sequences from an unspecified genome; no seqlengths</pre>
<pre class = 'prettyprint lang-r'># Unlist to GRanges
ul <- unlist(grl)</pre>
<p>Most of the accessors that work for <code>GRanges</code> also work for <code>GRangesList</code>.</p>
</article></slide><slide class=''><hgroup><h2>GRanges API</h2></hgroup><article id="granges-api" class="smaller ">
<p>For more information about the GRanges API look at the following image <img src='http://www.ploscompbiol.org/article/fetchObject.action?uri=info:doi/10.1371/journal.pcbi.1003118.t001&representation=PNG_M' title=''/></p>
<p>extracted from Lawrence et al. (2013)</p>
</article></slide><slide class=''><hgroup><h2>Load a BAM file into a GAlignments object</h2></hgroup><article id="load-a-bam-file-into-a-galignments-object" class="smaller ">
<pre class = 'prettyprint lang-r'>library(Rsamtools)
aln1_file <- system.file("extdata", "ex1.bam", package = "Rsamtools")
aln1 <- readGAlignments(aln1_file)
aln1</pre>
<pre >## GAlignments object with 3271 alignments and 0 metadata columns:
## seqnames strand cigar qwidth start end
## <Rle> <Rle> <character> <integer> <integer> <integer>
## [1] seq1 + 36M 36 1 36
## [2] seq1 + 35M 35 3 37
## [3] seq1 + 35M 35 5 39
## [4] seq1 + 36M 36 6 41
## [5] seq1 + 35M 35 9 43
## ... ... ... ... ... ... ...
## [3267] seq2 + 35M 35 1524 1558
## [3268] seq2 + 35M 35 1524 1558
## [3269] seq2 - 35M 35 1528 1562
## [3270] seq2 - 35M 35 1532 1566
## [3271] seq2 - 35M 35 1533 1567
## width njunc
## <integer> <integer>
## [1] 36 0
## [2] 35 0
## [3] 35 0
## [4] 36 0
## [5] 35 0
## ... ... ...
## [3267] 35 0
## [3268] 35 0
## [3269] 35 0
## [3270] 35 0
## [3271] 35 0
## -------
## seqinfo: 2 sequences from an unspecified genome</pre>
</article></slide><slide class=''><hgroup><h2>Load a BAM file into a GAlignments object</h2></hgroup><article id="load-a-bam-file-into-a-galignments-object-1" class="smaller ">
<p>What if you want the actual sequences too?</p>
<pre class = 'prettyprint lang-r'>library(ShortRead)</pre>
<pre >## Loading required package: BiocParallel
##
## Attaching package: 'ShortRead'
##
## The following object is masked from 'package:affy':
##
## intensity
##
## The following object is masked from 'package:data.table':
##
## tables</pre>
<pre class = 'prettyprint lang-r'>aln1_file <- system.file("extdata", "ex1.bam", package = "Rsamtools")
aln1 <- readGappedReads(aln1_file)
aln1</pre>
<pre >## GappedReads object with 3271 alignments and 0 metadata columns:
## seqnames strand cigar qwidth start end
## <Rle> <Rle> <character> <integer> <integer> <integer>
## [1] seq1 + 36M 36 1 36
## [2] seq1 + 35M 35 3 37
## [3] seq1 + 35M 35 5 39
## [4] seq1 + 36M 36 6 41
## [5] seq1 + 35M 35 9 43
## ... ... ... ... ... ... ...
## [3267] seq2 + 35M 35 1524 1558
## [3268] seq2 + 35M 35 1524 1558
## [3269] seq2 - 35M 35 1528 1562
## [3270] seq2 - 35M 35 1532 1566
## [3271] seq2 - 35M 35 1533 1567
## width njunc
## <integer> <integer>
## [1] 36 0
## [2] 35 0
## [3] 35 0
## [4] 36 0
## [5] 35 0
## ... ... ...
## [3267] 35 0
## [3268] 35 0
## [3269] 35 0
## [3270] 35 0
## [3271] 35 0
## -------
## seqinfo: 2 sequences from an unspecified genome</pre>
<pre class = 'prettyprint lang-r'>qseq(aln1)</pre>
<pre >## A DNAStringSet instance of length 3271
## width seq
## [1] 36 CACTAGTGGCTCATTGTAAATGTGTGGTTTAACTCG
## [2] 35 CTAGTGGCTCATTGTAAATGTGTGGTTTAACTCGT
## [3] 35 AGTGGCTCATTGTAAATGTGTGGTTTAACTCGTCC
## [4] 36 GTGGCTCATTGTAATTTTTTGTTTTAACTCTTCTCT
## [5] 35 GCTCATTGTAAATGTGTGGTTTAACTCGTCCATGG
## ... ... ...
## [3267] 35 TTTCTTTTCTCCTTTTTTTTTTTTTTTTTCTACAT
## [3268] 35 TTTCTTTTCACTTTTTTTTTTTTTTTTTTTTACTT
## [3269] 35 TTTTTTCTTTTTTTTTTTTTTTTTTTTGCATGCCA
## [3270] 35 TTTTTTTTTTTTTTTTTTTTTTTGCATGCCAGAAA
## [3271] 35 TTTTTTTTTTTTTTTTTTTTTTTCATGCCAGAAAA</pre>
</article></slide><slide class=''><hgroup><h2>Converting to a GRanges</h2></hgroup><article id="converting-to-a-granges" class="smaller ">
<p>you can (almost) always convert a given object to a relevant class</p>
<pre class = 'prettyprint lang-r'>gr1 <- as(aln1, "GRanges")</pre>
</article></slide><slide class=''><hgroup><h2>Reduce</h2></hgroup><article id="reduce" class="smaller ">
<p>Merge overlapping and adjacent ranges</p>
<pre class = 'prettyprint lang-r'>reduce(gr1)</pre>
<pre >## GRanges object with 7 ranges and 0 metadata columns:
## seqnames ranges strand
## <Rle> <IRanges> <Rle>
## [1] seq1 [ 1, 1408] +
## [2] seq1 [ 18, 52] -
## [3] seq1 [ 185, 1569] -
## [4] seq2 [ 1, 1410] +
## [5] seq2 [1509, 1558] +
## [6] seq2 [ 1, 35] -
## [7] seq2 [ 197, 1567] -
## -------
## seqinfo: 2 sequences from an unspecified genome</pre>
</article></slide><slide class=''><hgroup><h2>Disjoin</h2></hgroup><article id="disjoin" class="smaller ">
<p>Ranges formed from union of endpoints</p>
<pre class = 'prettyprint lang-r'>disjoin(gr1)</pre>
<pre >## GRanges object with 3747 ranges and 0 metadata columns:
## seqnames ranges strand
## <Rle> <IRanges> <Rle>
## [1] seq1 [1, 2] +
## [2] seq1 [3, 4] +
## [3] seq1 [5, 5] +
## [4] seq1 [6, 8] +
## [5] seq1 [9, 12] +
## ... ... ... ...
## [3743] seq2 [1554, 1555] -
## [3744] seq2 [1556, 1558] -
## [3745] seq2 [1559, 1562] -
## [3746] seq2 [1563, 1566] -
## [3747] seq2 [1567, 1567] -
## -------
## seqinfo: 2 sequences from an unspecified genome</pre>
</article></slide><slide class=''><hgroup><h2>Coverage</h2></hgroup><article id="coverage" class="smaller ">
<pre class = 'prettyprint lang-r'>gr1_list <- split(gr1, seqnames(gr1))
cv <- coverage(gr1_list[[1]])
cv_vec <- as.vector(cv$seq1)
qplot(x = 1:1575, y = cv_vec) + geom_smooth() + theme_minimal(base_size = 18)</pre>
<pre >## geom_smooth: method="auto" and size of largest group is >=1000, so using gam with formula: y ~ s(x, bs = "cs"). Use 'method = x' to change the smoothing method.</pre>
<img 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' title='fig:'/>
</article></slide><slide class=''><hgroup><h2>Finding overlaps</h2></hgroup><article id="finding-overlaps" class="smaller ">
<p><code>findOverlaps</code> and <code>countOverlaps</code> produce a mapping and a tabulation of interval overlaps, respectively.</p>
<pre class = 'prettyprint lang-r'>query <- IRanges(c(1, 5, 3, 4), width = c(2, 2, 4, 6))
subject <- IRanges(c(1, 3, 5, 6), width = c(4, 4, 5, 4))
findOverlaps(query, subject, type = "start")</pre>
<pre >## Hits of length 3
## queryLength: 4
## subjectLength: 4
## queryHits subjectHits
## <integer> <integer>
## 1 1 1
## 2 2 3
## 3 3 2</pre>
<pre class = 'prettyprint lang-r'>countOverlaps(query, subject)</pre>
<pre >## [1] 1 3 4 4</pre>
</article></slide><slide class=''><hgroup><h2>Preparing data for RNA-seq analysis</h2></hgroup><article id="preparing-data-for-rna-seq-analysis" class="smaller ">
<p>Let's assume that we want to generate gene counts using the drosophilia genome. You first need to install the required transcript dataset.</p>
<pre class = 'prettyprint lang-r'>biocLite("TxDb.Dmelanogaster.UCSC.dm3.ensGene")</pre>
<p>and load the package, which will create an object of class <code>TranscriptDB</code>.</p>
<pre class = 'prettyprint lang-r'>library(TxDb.Dmelanogaster.UCSC.dm3.ensGene)</pre>
<pre >## Loading required package: GenomicFeatures</pre>
<pre class = 'prettyprint lang-r'>TxDb.Dmelanogaster.UCSC.dm3.ensGene</pre>
<pre >## TxDb object:
## | Db type: TxDb
## | Supporting package: GenomicFeatures
## | Data source: UCSC
## | Genome: dm3
## | Organism: Drosophila melanogaster
## | UCSC Table: ensGene
## | Resource URL: http://genome.ucsc.edu/
## | Type of Gene ID: Ensembl gene ID
## | Full dataset: yes
## | miRBase build ID: NA
## | transcript_nrow: 29173
## | exon_nrow: 76920
## | cds_nrow: 62135
## | Db created by: GenomicFeatures package from Bioconductor
## | Creation time: 2014-09-26 11:22:16 -0700 (Fri, 26 Sep 2014)
## | GenomicFeatures version at creation time: 1.17.17
## | RSQLite version at creation time: 0.11.4
## | DBSCHEMAVERSION: 1.0</pre>
</article></slide><slide class=''><hgroup><h2>Preparing data for RNA-seq analysis</h2></hgroup><article id="preparing-data-for-rna-seq-analysis-1" class="smaller ">
<p>As sample data we use pasillaBamSubset which contains both a single-end BAM (untreated1 chr4) and a paired-end BAM (untreated3 chr4). Each le is a subset of chr4 from the "Pasilla" experiment. See ?pasillaBamSubset for details, but we first need to install the package</p>
<pre class = 'prettyprint lang-r'>biocLite("pasillaBamSubset")</pre>
<p>and load the package</p>
<pre class = 'prettyprint lang-r'>library(pasillaBamSubset)
un1 <- untreated1_chr4() ## single-end records</pre>
</article></slide><slide class=''><hgroup><h2>Preparing data for RNA-seq analysis</h2></hgroup><article id="preparing-data-for-rna-seq-analysis-2" class="smaller ">
<p>Let's also extract the exon ranges by genes as follows,</p>
<pre class = 'prettyprint lang-r'>exbygene <- exonsBy(TxDb.Dmelanogaster.UCSC.dm3.ensGene, "gene")</pre>
<p>we are now ready to count the number of sequences that fall within each gene</p>
<pre class = 'prettyprint lang-r'>se <- summarizeOverlaps(exbygene, un1, mode = "IntersectionStrict")
se</pre>
<pre >## class: SummarizedExperiment
## dim: 15682 1
## exptData(0):
## assays(1): counts
## rownames(15682): FBgn0000003 FBgn0000008 ... FBgn0264726
## FBgn0264727
## rowData metadata column names(0):
## colnames(1): untreated1_chr4.bam
## colData names(0):</pre>
<p>which is an object of class <code>SummarizedExperiment</code>.</p>
</article></slide><slide class=''><hgroup><h2>Preparing data for RNA-seq analysis</h2></hgroup><article id="preparing-data-for-rna-seq-analysis-3" class="smaller ">
<p>We can easily extract the counts:</p>
<pre class = 'prettyprint lang-r'>head(table(assays(se)$counts))</pre>
<pre >##
## 0 1 2 3 4 5
## 15594 2 1 3 3 1</pre>
<p>The annotation is stored in the rowData slot:</p>
<pre class = 'prettyprint lang-r'>rowData(se)</pre>
<pre >## GRangesList object of length 15682:
## $FBgn0000003
## GRanges object with 1 range and 2 metadata columns:
## seqnames ranges strand | exon_id exon_name
## <Rle> <IRanges> <Rle> | <integer> <character>
## [1] chr3R [2648220, 2648518] + | 45123 <NA>
##
## $FBgn0000008
## GRanges object with 13 ranges and 2 metadata columns:
## seqnames ranges strand | exon_id exon_name
## [1] chr2R [18024494, 18024531] + | 20314 <NA>
## [2] chr2R [18024496, 18024713] + | 20315 <NA>
## [3] chr2R [18024938, 18025756] + | 20316 <NA>
## [4] chr2R [18025505, 18025756] + | 20317 <NA>
## [5] chr2R [18039159, 18039200] + | 20322 <NA>
## ... ... ... ... ... ... ...
## [9] chr2R [18058283, 18059490] + | 20326 <NA>
## [10] chr2R [18059587, 18059757] + | 20327 <NA>
## [11] chr2R [18059821, 18059938] + | 20328 <NA>
## [12] chr2R [18060002, 18060339] + | 20329 <NA>
## [13] chr2R [18060002, 18060346] + | 20330 <NA>
##
## ...
## <15680 more elements>
## -------
## seqinfo: 15 sequences (1 circular) from dm3 genome</pre>
</article></slide><slide class=''><hgroup><h2>Alternative approaches</h2></hgroup><article id="alternative-approaches" class="smaller ">
<ol>
<li><p>featureCounts: Liao, Y., Smyth, G. & Shi, W. featureCounts: an efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics 30, 923–930 (2014).</p></li>
<li><p>RSEM: Li, B., Ruotti, V., Stewart, R. M., Thomson, J. A. & Dewey, C. N. RNA-Seq gene expression estimation with read mapping uncertainty. Bioinformatics 26, 493–500 (2010).</p></li>
</ol>
</article></slide><slide class=''><hgroup><h2>The Rsubread package</h2></hgroup><article id="the-rsubread-package" class="smaller ">
<pre class = 'prettyprint lang-r'># load the package
library("Rsubread")
library("R.utils")</pre>
<pre >## Loading required package: R.oo
## Loading required package: R.methodsS3
## R.methodsS3 v1.6.1 (2014-01-04) successfully loaded. See ?R.methodsS3 for help.
## R.oo v1.18.0 (2014-02-22) successfully loaded. See ?R.oo for help.
##
## Attaching package: 'R.oo'
##
## The following object is masked from 'package:GenomicRanges':
##
## trim
##
## The following object is masked from 'package:IRanges':
##
## trim
##
## The following objects are masked from 'package:methods':
##
## getClasses, getMethods
##
## The following objects are masked from 'package:base':
##
## attach, detach, gc, load, save
##
## R.utils v1.34.0 (2014-10-07) successfully loaded. See ?R.utils for help.
##
## Attaching package: 'R.utils'
##
## The following object is masked from 'package:ShortRead':
##
## countLines
##
## The following object is masked from 'package:Rsamtools':
##
## isOpen
##
## The following object is masked from 'package:utils':
##
## timestamp
##
## The following objects are masked from 'package:base':
##
## cat, commandArgs, getOption, inherits, isOpen, parse, warnings</pre>