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<title>Using Twitter’s algorithms to detect outliers and change points in time series data</title>
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<meta name="date" content="2016-03-10" />
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Araw2f6ICggwKv43AVD%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%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%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%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAMACAAKAA0AB%2F%2F%2FAA8AAAABAAAAAMmJbzEAAAAAyTUxiwAAAADJ7dhg%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Open%20Sans%27%3B%0Afont%2Dstyle%3A%20normal%3B%0Afont%2Dweight%3A%20600%3B%0Asrc%3A%20url%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAQAQAABAAARkZUTVzEMhEAAJKkAAAAHE9TLzKiDbgUAAABiAAAAGBjbWFwjOjcmQAABUAAAAGyY3Z0IBCRGjQAAA%2FAAAAApmZwZ21%2BYbYRAAAG9AAAB7RnYXNwAAgAGwAAkpgAAAAMZ2x5ZhQyYgAAABIYAABUuGhlYWT5NRTiAAABDAAAADZoaGVhDrUE%2BgAAAUQAAAAkaG10eLHEUI0AAAHoAAADWGtlcm4Mlg8JAABm0AAAIwRsb2Nh0PO82gAAEGgAAAGubWF4cAJSAT8AAAFoAAAAIG5hbWUEDhKHAACJ1AAABs9wb3N0gnjp1QAAkKQAAAHycHJlcHism24AAA6oAAABGAABAAAAARmawtwUTF8PPPUAHwgAAAAAAMnt2GIAAAAAye3YYv53%2FhQHrgdzAAEACAACAAAAAAAAAAEAAAiN%2FagAAAgA%2Fnf%2BeweuAAEAAAAAAAAAAAAAAAAAAADWAAEAAADWAEQABQA%2FAAQAAgAQAC8AXAAAAQMAigADAAEAAwRsAlgABQAIBZoFMwAAAR8FmgUzAAAD0QBmAfYAAAILBwYDCAQCAgTgAALvQAAgWwAA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IkNTQ2Ny4BNTQ2AxQWMzI2NTQmLwEOAQEiBhUUHgEXPgE1NCYCSNDy%2FvKskf724%2B7%2B%2BomchnL6RpJ9gY%2BEhh2EdAENZHosVGR4Y3sFyb%2Bg4YVWvnW12sy7esNMULJvn737smhzd2ZRhjkNOosDP2NVNFJDLzV1TlVjAAACAFb%2F7AQ3BckAGAAlAERAIyIMDAAcEgAGEgMnJgwPFQ8fT1kPDwMVFRlNWRUHAwhPWQMZAD8rABg%2FKxESADkYLysREgA5ERIBFzkRMxEzETMxMAEQACEiJzUWMzISEyMOASMiJjU0ADMyFhIlIgYVFBYzMjY1NC4BBDf%2BpP6ihTpZWu7qCww7p3DC3gEB3pzofv4CeoJ5e3eiRXwDRv5Q%2FlYQxRkBAAESWlDy0%2BUBD5j%2B3%2FafkH2Pjl9Zm1oAAAACAIX%2F4wGuBGoACwAWAChAFBEMBgYAABgXDhRRWQ4QCQNRWQkTAD8rABg%2FKxESATkRMxI5OTEwNzQ2MzIWFRQGIyImETQzMhYVFAYjIiaFTEhJTE1ISEyUS0pNSEhMfUlOUUZHU1IDnpdQR0dTUgAAAgA%2F%2FvgBrARqAAYAEQAyQBsMBwEGBgQHAxMSBAAGEAaQBgMNAwYJD1FZCRAAPysAGC9fXl3GERIBFzkRMxEzMTAlFwYDIxI3AzQzMhYVFAYjIiYBjQ8wgK1FIiOUS0pNSEhM7he6%2FtsBDugC5ZdQR0dTUgABAGAA3QQxBOwABgAmQBYFAQABBAMIBwAPAwE%2FA28DjwPvAwQDAC9dccYREgEXOREzMTAlATUBFQkBBDH8LwPR%2FSMC3d0BrnkB6MP%2BqP7RAAIAZgGwBCkD8gADAAcALUAbBAcAAwQJCAQFUlkEAQEAUlkPAS8BTwFvAQQBAC9dKwAYEMYrERIBFzkxMBM1IRUBNSEVZgPD%2FD0DwwM%2Fs7P%2BcbKyAAEAYADdBDEE7AAGACZAFgEFAgUGAwgHBg8DAT8DbwOPA%2B8DBAMAL11xxhESARc5ETMxMBMJATUBFQFgAt39IwPR%2FC8BogEvAVjD%2Fhh5%2FlIAAgAQ%2F%2BMDbQXLABsAJgBBQCEhHBsABxMADhMcBCgnBBcXEAAAJBAQCktZEAQkHlFZJBMAPysAGD8rERIAORgvEjkRMxESARc5ETMRMxEzMTABNTQ2Nz4BNTQmIyIGByc2MzIWFRQOAQcOAR0BAzQzMhYVFAYjIiYBG1Bkd0VwaV%2BiTVTL6MTmLFltXT%2Ftk0hMTUdHTAG8QG6STl5oSFRaNiawccCpS3VqVUlgUS3%2BwZdPSEdTUQAAAAIAb%2F9WBr4FvgA1AD8ATEAmGwA7FDoHFjYOIy4ADhQWKC4GQUAICz0RETIYODgECwsrHzIDJisALzM%2FMxI5LzMzETMROS8zEjkREgEXOREzETMRMzMRMxEzMTABFA4BIyImJyMOASMiJjU0EjMyFhcDFRQzMjY1NAIkIyIEAhUQACEyNxUGIyAAERASJDMyBBIBFDMyEzcmIyIGBr5ao2tPdBQMMZBao7v40Uy5SBZoT12M%2Fv6n1f7FpgE2ASLd8NL3%2Fo7%2BYuABjfvZAVO7%2B%2Fy3wRIMP0iAjwLjj%2B2EVEhOTtKzzgEBGxj%2BLxigzJ6rAQOMsP652P7e%2FshapFYBjwFlAQUBl9i0%2FrP%2Bp%2BkBJe8RqgAAAAIAAAAABUoFvAAHAA8AN0AeBgUMAAcDBAECBAcIDA8HERAPAkxZDw8FAAQSDAUDAD8zPzMSOS8rERIBFzkRMxEzETMzMTAhAyEDIwEhCQEDLgEnBgcDBEyS%2FdGP%2FAIjAQQCI%2F4xiQ81Chs0hAGW%2FmoFvPpEAmQBjiisKHuS%2FoMAAwDBAAAE2QW2AA8AGAAhAElAJhQEHgsQGhoPBAgLDwQjIggZEBAZS1kQEA8AABhMWQADDxpMWQ8SAD8rABg%2FKxESADkYLysREgA5ERIBFzkRMxEzETMRMzEwEyEgBBUUBgcVHgEVFAQjIRMzMjY1NCYrARkBMzI2NTQmI8EBsgEuAQ2EfJqR%2Fu31%2FfDv5paKlaLP%2FpaZnJ8FtrC%2BgKoWCh2rksXfA1pfcmdc%2Far%2BMXN8cm4AAQB5%2F%2BwEzwXLABgAJkAUAw8JDxUDGhkTAExZEwQMBkxZDBMAPysAGD8rERIBFzkRMzEwASICERASMzI2NxUGIyAAETQSJDMyFwcuAQMvzuzj112uXqza%2Fr%2F%2BqKcBPNXgvlZKpQT%2B%2Ftz%2B%2F%2F7z%2FuwlHc1BAYUBauQBVrZexyM1AAACAMEAAAVmBbYACAAPAChAFA0ECQAEABARBQxMWQUDBA1MWQQSAD8rABg%2FKxESATk5ETMRMzEwARAAKQERISAAAxAhIxEzIAVm%2Fm7%2Bhv5nAcQBXQGE%2FP4Vz6oCEALp%2Fpb%2BgQW2%2Foj%2BowIN%2B9sAAAAAAQDBAAAD%2FAW2AAsAPUAgBAAGCgoBAAEIAw0MBglMWQYGAQICBUxZAgMBCkxZARIAPysAGD8rERIAORgvKxESARc5ETMRMxEzMTApAREhFSERIRUhESED%2FPzFAzv9tAIn%2FdkCTAW2yv5yyP41AAAAAAEAwQAAA%2FoFtgAJADhAHgYAAAEEBwEDCgsGCUxZDwYBCwMGBgIBEgIFTFkCAwA%2FKwAYPxI5L19eXSsREgEXOREzETMxMCEjESEVIREhFSEBru0DOf20Aif92QW2yv43ywAAAAABAHn%2F7AUxBcsAGgA6QB8YAhMIAggaDQQcGwAaTFkAAAULCxBMWQsEBRZMWQUTAD8rABg%2FKxESADkYLysREgEXOREzETMxMAEhEQ4BIyAAERAAITIXByYjIgAVEBIzMjcRIQMXAhqE843%2BtP6YAZYBZOXNVLKy6v7w9eZ0hP7RAxn9IiskAYkBZgFhAY9Yx1L%2B2v%2F%2B9P7pHQF5AAABAMEAAAVCBbYACwAzQBkIBAQFCQEBAAUADA0IA0xZCAgFCgYDAQUSAD8zPzMSOS8rERIBOTkRMxEzETMRMzEwISMRIREjETMRIREzBULw%2FV7v7wKi8AKT%2FW0Ftv2qAlYAAAAAAQDBAAABsAW2AAMAEbYABQQBAwASAD8%2FERIBOTEwMxEzEcHvBbb6SgAAAAAB%2F2T%2BaAGqBbYADAAfQA4KAwcHDg0IAwAFTFkAIwA%2FKwAYPxESATkRMzMxMBMiJzUWMzI1ETMRFAYIYkJUPsTw1f5oGckV%2BAWJ%2Bn%2Fg7QAAAAEAwQAABR0FtgAOADVAHAsMAQAIBAQFAAIFDA4FEA8CDgMIBAULBgMBBRIAPzM%2FMxIXORESARc5ETMRMxEzETMxMCkBAQcRIxEzETY3ASEABwUd%2Fuv%2BNY3v72JhAYsBEP6BpgKWc%2F3dBbb9RnhvAdP%2BPr8AAQDBAAAEGwW2AAUAH0AOAwAFAAcGAQMAA0xZABIAPysAGD8REgE5OREzMTAzETMRIRXB7wJrBbb7F80AAQDBAAAGogW2ABQAPkAfEgsODg0UAAkCCAUFBgYJDQMWFQISCQMGCwcDAA4GEgA%2FMzM%2FMxIXORESARc5ETMRMzMRMzMRMxEzMzEwIQEjEhURIxEhATMBIREjETQSNyMBAzn%2BWAgR2QFRAZYGAaIBUuYLBAj%2BSQTF%2FvDu%2FTkFtvt1BIv6SgLTbQFeJfs9AAAAAQDBAAAFgwW2ABEAMkAXDAEQEAADCgcHCAgAExIDDAgQCQMBCBIAPzM%2FMxI5ORESATk5ETMRMzMRMxEzMzEwKQEBIxcWFREjESEBMyYCNREzBYP%2B2%2F0xCAUO2QEiAs0GAgzbBI1Bupr9CAW2%2B3kXASFRAv4AAAAAAgB5%2F%2BwF0wXNAAsAFwAoQBQMBhIABgAYGQkVTFkJBAMPTFkDEwA%2FKwAYPysREgE5OREzETMxMAEQACEgABEQACEgAAEQEjMyEhEQAiMiAgXT%2Fpv%2Buf61%2Fp0BZQFLAUYBZPuk2tbV2dfV19sC3f6b%2FnQBiQFqAWoBhP52%2Fpr%2B8v7pARQBEQENARb%2B6gACAMEAAASJBbYACgATADJAGQ8ACwUFBgYAFRQLBExZCwsHBhIHE0xZBwMAPysAGD8SOS8rERIBOTkRMxEzETMxMAEUBCEjESMRISAEATMyNjU0JisBBIn%2B1P7rmO8BpQESARH9J3%2B4rJqjpgP85fT93QW24P4WgIh%2BfAAAAgB5%2FqQF0wXNAA8AGwA7QB8FBAMGFgAQCgAEBgoEHRwNGUxZDQQFBwMHBxNMWQcTAD8rEQAzGBDGPysREgEXOREzETMRMxEzMTABEAIHASEBIyAAERAAISAAARASMzISERACIyICBdPLwgFe%2Fr7%2B7Cf%2Btf6dAWUBSwFGAWT7pNrW1dnX1dfbAt3%2B9v6USv6HAUgBiQFqAWoBhP52%2Fpr%2B8v7pARQBEQENARb%2B6gAAAAACAMEAAAUKBbYACAAVAERAIxIVBBAUEwAKCgsLEBMVBBcWEgkACUtZAAAMFAsSDAhMWQwDAD8rABg%2FMxI5LysRADMREgEXOREzETMRMxEzETMxMAEzMjY1NCYrARkBIxEhIAQVEAUBIQEBsKanlqKjnu8BnQEbARD%2B5AGd%2FvD%2BogMOfHp8bP1c%2FbgFttTW%2Fu90%2FXkCSAAAAAEAZP%2FsBAwFywAkADRAGwwAHRIFEhcABCYlDB0DFRUaTFkVBAMJTFkDEwA%2FKwAYPysREgA5ORESARc5ETMRMzEwARQEIyInNR4BMzI2NTQmJy4BNTQkMzIXByYjIgYVFB4BFx4CBAz%2B5vj4nmThYY6HfMLIpAEE29LQTMOZdHgwbo%2BhlkYBjcPeTeIvNmxbUnJOUdCSt9Jcw1JlUzlRSDtDdJIAAQAdAAAEaAW2AAcAJUASAAEBAwYDCQgBEgcDBANMWQQDAD8rEQAzGD8REgEXOREzMTAhIxEhNSEVIQK67%2F5SBEv%2BUgTpzc0AAQC0%2F%2BwFOwW2ABEAJUAREAELCAgBExIRCQMFDkxZBRMAPysAGD8zERIBOTkRMxEzMTABERQGBCMgADURMxEUFjMgGQEFO4v%2B%2Bbf%2B8P7S8KiuAVIFtvxOovODASD8A678Y7WsAWMDmwABAAAAAAT6BbYADAAqQBQDAgkAAQUEAQQJAw4NCQMABAMDEgA%2FPzMSORESARc5ETMRMxEzMzEwATMBIwEzAR4BFz4BNwQC%2BP4A%2FP4C9gExGDYIDTYRBbb6SgW2%2FHNBzTJMyDAAAQAMAAAHgwW2ABwAQEAhAQAYCgkQFRQFGxwNDAUMEBgcBR4dEAUYAwobFAwDAQoSAD8zPzMzEhc5ERIBFzkRMxEzETMzETMzETMzMTApAQMuAScOAQcDIQsBMxMWFz4BNxMzExYXNjcTMwYG%2Fvz4EDAFCi0P8v78vcD00TEVCywS7u30IycPOdDyA2g51ypAzDL8nALcAtr8rM2dVdJBA1b8pnftj90DUgAAAAEABAAABPYFtgALADVAHAEACQoHBgMEBAACBQYICgsIDQwCCAQJBgMBBBIAPzM%2FMxI5ORESARc5ETMRMxEzETMxMCkBCQEhCQEhCQEhAQT2%2Fu3%2Bkv6P%2FwAB5f46AQoBUgFSAQL%2BNwJW%2FaoC9gLA%2FdcCKf08AAAAAAEAAAAABLwFtgAIACxAFQECCAcABAQFAgUHAwoJAAUBBwMFEgA%2FPzMSORESARc5ETMSOREzETMxMAkBIQERIxEBIQJeAVoBBP4Z8P4bAQQDGwKb%2FIH9yQIvA4cAAQBCAAAEWAW2AAkAOEAdAwcIAgACBAcECwoHBAUFBExZBQMCCAEBCExZARIAPysREgA5GD8rERIAORESARc5ETMRMzEwKQE1ASE1IRUBIQRY%2B%2BoC4f0zA%2B79HAL4pgRDzaj7vwAAAAABAJr%2BvAJxBbYABwAfQA0EAAYBAQAJCAYBBQIDAD8zLzMREgE5OREzETMxMAEhESEVIREhAnH%2BKQHX%2FwABAP68Bvqw%2BmcAAAABABAAAAMOBbYAAwAcQAwCAQADAwEFBAMDAhIAPz8REgE5OREzETMxMBMBIwHuAiDd%2Fd8FtvpKBbYAAAABADP%2BvAIIBbYABwAfQA0DAAEGBgAJCAAHAwQDAD8zLzMREgE5OREzETMxMBchESE1IREhMwEA%2FwAB1f4rkwWZsPkGAAEAHQIXBC8FvgAGACdAEgIBBQQDBgAAAwUDCAcFAAQCAwA%2FzTI5ERIBFzkRMxEzETMzMTATATMBIwkBHQG0eQHlwv6j%2Fs0CFwOn%2FFkCtv1KAAAAAAH%2F%2FP7BA3P%2FSAADABG1AwUCBAECAC8zEQEzETMxMAEhNSEDc%2FyJA3f%2BwYcAAQFqBNkDUAYhAAkAE7YIAwsKBYAAAC8azRESATk5MTABLgEnNSEeARcVArJF0zABESaDLATZNMU6FUa2MxkAAAIAWv%2FsBAQEZgAbACYASUAmDAEfHxskCAgUGwMoJwIFFwwgSlkMDAUXABUXEEhZFxAFHEhZBRYAPysAGD8rABg%2FERI5LysREgA5ERIBFzkRMxEzETMzMTAhJyMOASMiJjU0NiU3NTQmIyIGByc%2BATMyFhURJTI2PQEHDgEVFBYDXC8IUKJ%2Fo7f%2BAQS%2FY2hVnEhMWtZf09f9%2BoCbjqaXWJplSbChq64IBjtqaTIiqC8xuMX9F6CPgWAGBmNmSlEAAAIAqP%2FsBJMGFAATAB8AQEAhCRgRAw0eAw0LCwMhIAgRBgAMAAsVABRGWQAQBhtGWQYWAD8rABg%2FKwAYPz8REjk5ERIBOTkRMxEzERczMTABMhIREAIjIicjByMRMxEUBgczNhciBgcVFBYzMjY1EALdz%2Bfq0NJ0ECuw6wgCCnCdjn0CgJF9gQRm%2FtT%2B8f7w%2FtGXgwYU%2Fo4pohalwKfEEMq1xrsBeQAAAAEAZv%2FsA7QEZgAVACZAFA0DAwgSAxcWBgtGWQYQABBGWQAWAD8rABg%2FKxESARc5ETMxMAUiABEQACEyFwcmIyARFBYzMjcVDgECZvv%2B%2BwERAQKvjEeVYf7hj4qdjD%2BPFAElARIBFwEsQb06%2FoO6u07NJSAAAgBm%2F%2BwEVAYUABIAHwBAQCEQFwkDDAwOHQMOAyEgCREABgwADxUGGkZZBhAAE0ZZABYAPysAGD8rABg%2FPxESOTkREgE5OREzETMRFzMxMAUiAhEQEjMyFzMmNREzESMnIwYnMjY3NTQmIyIGFRQWAh3P6OvQ2nIMEey4KQtxm5GEAoiRfIaCFAEsAQ8BEAEvoXdFAZP57JGlvqO3IdGwybq4wQACAGb%2F7AQ5BGYAFAAbAEdAJxkKGAsLAwMKEQMdHBgLSFkMGBwYAhADGBgABgYVSFkGEAAOR1kAFgA%2FKwAYPysREgA5GC9fXl0rERIBFzkRMxEzETMxMAUgABEQADMyEh0BIR4BMzI2NxUOAQMiBgchLgECi%2F7%2B%2Ft0BDuzb%2Fv0fBaSVYqlhVrCccIcNAfYCgBQBLQEIAQ8BNv726X%2BhrSUrvykiA8iOiImNAAAAAQAjAAADQgYfABUAO0AeDRQUBwICAwADBQMXFgMVCxBGWQsABQEUAUhZBxQPAD8zKxEAMxg%2FKwAYPxESARc5ETMSOTkRMzEwASERIxEjNTc1NDYzMhcHJiMiBh0BIQLT%2FvLstra4vXx4PldPUEkBDgOg%2FGADoG5ISMS9KbIcY2NIAAAAAwAX%2FhQETgRmACsAOABDAHJAPSsCJT4FOSUMHzITLBkABRMZHyUGRUQiCAg8SlkICBYoHDYPDzZGWQ8PFigoQUpZKBArAklZKw8WL0lZFhsAPysAGD8rABg%2FKxESADkYLysREgA5ERI5GC8rEQAzERIBFzkRMxEzETMRMxEzEjk5MTABFQceARUUBiMiJwYVFBY7ATIWFRQEISImNTQ2Ny4BNTQ2Ny4BNTQ2MzIWFwEUFjMyNjU0JisBIgYTFBYzMjU0JiMiBgROvRoi7M81K0xHX8G3vv7K%2Ftvi7oF0Lz1GRVZr49IvZxr%2BGol8wLxnjLJld2VrZMxlZ2ZpBFKBIyNmOavECC8%2FJiack7zMoJRmixsUWTE%2BViolp3C0xg0H%2BwJMUm5bSD1fA0docNpsdXQAAAABAKgAAAR1BhQAFQAzQBkBAA8NCQkKAAoXFg8KExMFRlkTEAsAAQoVAD8zPz8rERIAORESATk5ETMRMzMRMzEwISMRNCYjIgYVESMRMxEUBzM%2BATMgEQR17GdwlIvr6wwPMKtyAZICqIB%2BsdD92wYU%2FnVfbFBY%2FmsAAAAAAgCaAAABogX6AAMADwA2QCIKAAQAAQEREA0fBy8HAl8Hbwd%2FB58HrwffB%2B8HBwcCDwEVAD8%2FL11xzRESATkRMzMRMzEwISMRMwM0NjMyFhUUBiMiJgGT6%2Bv5RUA%2BRUU%2BQEUEUgElP0REPzxFRQAAAAL%2Fh%2F4UAaIF%2BgAMABgAQ0AqEwoKDQMDBwcaGRZADxAfEC8QTxBfEI8QnxDPEN8QCQ4DEAgPAAVGWQAbAD8rABg%2FL19eXRrNERIBOREXMxEzMTATIic1FjMyNREzERQGAzQ2MzIWFRQGIyImN2pGREeW67NGRUA%2BRUU%2BQEX%2BFBm6EqoE0%2Fsdq7AHYz9ERD88RUUAAAABAKgAAASJBhQADgA6QB8CAwYFDgwJCQoDBAUHCgUQDw4IBwQECgILAAIPBgoVAD8zPz8REhc5ERIBFzkRMxEzMxEzETMxMAE3ASEJASEBBxEjETMRBwGLhQFOAQ%2F%2BQwHZ%2Fuz%2BnYHp6QwCSKYBZP4l%2FYkB5Wr%2BhQYU%2FQnVAAAAAAEAqAAAAZMGFAADABZACQABAQUEAgABFQA%2FPxESATkRMzEwISMRMwGT6%2BsGFAAAAAEAqAAABwYEZgAjAEZAIxwbEwAAAQ0JCQoBChsDJSQUDQoRCw8cAQoVIAURBUZZFxEQAD8zKxEAMxg%2FMzM%2FERI5ORESARc5ETMRMxEzEjkRMzEwISMRNCYjIgYVESMRMxczPgEzIBczPgEzMhYVESMRNCYjIgYVBEzsYGaIf%2Bu4IQwur2kA%2F1MQMbJzxrXrYWaJfwKqf32xzv3ZBFKRT1auUlzIzf0vAqp%2FfauxAAAAAQCoAAAEdQRmABMAMUAYDQkJCgEACgAUFQ0KEREFRlkREAsPAQoVAD8zPz8rERIAORESATk5ETMRMxEzMTAhIxE0JiMiBhURIxEzFzM%2BATMgEQR17GdwlYrruCEMMrhwAY4CqIB%2BsM%2F92QRSkU9W%2FmsAAAACAGb%2F7AR9BGYADAAVAChAFA0HEQAHABYXChNGWQoQAw9GWQMWAD8rABg%2FKxESATk5ETMRMzEwARAAIyImAjUQADMyAAEQISARECEiBgR9%2Fur4m%2B6AART78AEY%2FNsBGwEY%2FuaUhQIr%2FvH%2B0IwBBq0BDQEu%2Fsv%2B%2Bv6BAX8Be8QAAAIAqP4UBJMEZgATACAAP0AgGAsDBgYHHhEHESEiAwsADg4URlkOEAgPBxsAG0ZZABYAPysAGD8%2FPysREgA5ORESATk5ETMRMxEzMzMxMAUiJyMWFREjETMWFzM2MzISERACASIGHQEUFjMyNjU0JgLZ0nQODuu%2BCBkMbtzP5%2Bv%2B%2BIyBgJF6hIMUl4we%2FjsGPh91qP7U%2FvH%2B8f7QA7qktCPKtci5ur8AAAIAZv4UBFQEZgALACAAQEAgHhYDGhoZCg8ZDyIhGhsXDx8WDBISB0ZZEhAMAEZZDBYAPysAGD8rERIAOTkYPz8REgE5OREzETMRMzMzMTAlMjY9ATQmIyIGFRAXIgIREBIzMhYXMzczESMRNDY3IwYCXpSBhZR%2BhMPN6OzPaKVBCBrD7AgDDWioq60lzbTIu%2F6FvAEtAQ4BDgExTViR%2BcIB1SxiGqUAAAEAqAAAA04EZgAQACNAEA0JCQoCChIRCw8NChUFABAAPzI%2FOT8REgE5OREzETMxMAEyFwcmIyIGFREjETMXMz4BAtlHLhcyNo2v67gfDDexBGYK2wy4k%2F2%2BBFLDY3QAAAEAYv%2FsA48EZgAhADRAGwoAGxEABhEWBCMiChsDFBQZR1kUEAMISFkDFgA%2FKwAYPysREgA5ORESARc5ETMRMzEwARQGIyInNRYzMjU0LgEnLgE1NDYzMhcHJiMiFRQWFx4CA4%2Fs3N2Gw6jZMG5iv4flxcOuTLN6umGjiXw8ATuirUPLWoMqODwmSpR2jp1PsUpqNEg%2FNVhzAAAAAAEAJ%2F%2FsAvAFSAAVAD1AHw8MExMIAggKEQQXFg0PQAkSDA8PEkhZDw8GAEZZBhYAPysAGD8rEQAzETMaGBDNERIBFzkRMxI5OTEwJTI3FQ4BIyAZASM1PwEzFSEVIREUFgJEVlYne0L%2BspeiUJEBO%2F7FVaobsREXAWACVGhW6vay%2FbBVUQAAAAABAJ7%2F7ARtBFIAFAAwQBcBEREUCwgUCBYVAgUSCQ8AFQUORlkFFgA%2FKwAYPz8zEjkREgE5OREzETMRMzEwIScjDgEjIiY1ETMRFBYzMjY1ETMRA7QhDDG1dMnG7WhvlIvskU1YyMsC0%2F1Wf3%2Bx0AIn%2B64AAAEAAAAABEgEUgALAChAEwkKAgELAAUBCgUDDQwJAQ8FABUAPzI%2FMxESARc5ETMzETMRMzEwIQEzExYXMzY3EzMBAaT%2BXPjhOgwICT3h%2Bv5aBFL9faJkSL4Cg%2FuuAAAAAAEAFAAABnMEUgAdAD5AIR0AFxMSBAgHDhscCgkECQ4XHAUfHgANFwMIFQkbBAMSDwA%2FFzM%2FFzMREgEXOREzETMRMzMRMzMRMzMxMCEDJgMjAgcDIQEzExYXMz4BNxMhEx4BFzM2NxMzAQQzjxpECToik%2F78%2FsrwjTAUBgopD6gBAqMPLQQIDzeP7P7IAgRSASv%2B8nH9%2FgRS%2Fd%2FKkEm9LwJG%2Fboxyjh73QIh%2B64AAAAAAQAZAAAETgRSAAsAM0AaCAcEBQIBCgsAAQUGBwsGDQwJAwsEAQ8ICxUAPzM%2FMxI5ORESARc5ETMRMxEzETMxMAkBIRsBIQkBIQkBIQGe%2Fo0BDPz%2BAQr%2BjAGH%2Fvb%2B7%2F7w%2FvYCNQId%2Fn0Bg%2F3j%2FcsBnv5iAAABAAD%2BFARKBFIAFAAzQBoUCgQICQEAAAQJDwQWFQQUFQgADwwRRlkMGwA%2FKwAYPzM%2FMxESARc5ETMRMxEzMzEwESETFhczPgETMwECISInNRYzMj8BAQDhMxEICTDm%2Fv4ngf7TTko1RKpFKQRS%2FY2GdjedApv7G%2F6nEboMxWgAAAEARAAAA4sEUgAJADhAHQMHCAICBAcJBAsKBwQFBQRIWQUPAggBAQhIWQEVAD8rERIAORg%2FKxESADkREgEXOREzETMxMCkBNQEhNSEVASEDi%2Fy5Ai%2F98wMV%2Fd0CM5EDDbSk%2FQYAAAAAAQAt%2FrwC6QW2ABwARUAnCxgSAg4HFRUcAhgcAx4dEQICDwN%2FA48DrwO%2FA88DBgMDChgZCwoDAD8zLzMSOS9dMxI5ERIBFzkRMxI5ORE5ETMxMAE0ITUyNjURNDYzFQ4BFREUBxUWFREUFhcVLgE1ATf%2B9oeD2dlyZ%2BXlZnPnywEfur9bXQE3nJO2BVNS%2FtfHJwwkyf7VUlQCtwKZqwAAAAEB2f4fAo0GEAADABS3AgMDBQQDAAAAPy8REgE5ETMxMAEzESMB2bS0BhD4DwAAAAEALf68AssFtgAeAEVAJwsbEgQXDgcHAAAEGwMgHwwbGw8afxqPGq8avxrPGgYaGhMEAxITAwA%2FMy8zEjkvXTMSORESARc5ETMSOTkRMxE5MTAFFAYHNT4BNRE0Njc1JjURNCYnNTIWFREUFjMVIgYVAc%2FH219qanvlW27fw399e4EUnJICtwFLXAEGeYQVDCfHASlSUwW2ma7%2B4WRUv1VlAAAAAQBgAjsEMQNoABUAQEAkDwMXFg4GAxERC1JZABEQEQIJAxEGQAYAUlkPBh8GPwZvBgQGAC9dKwAaGBDNX15dKwAQGMQQxhESATk5MTABIgYHNTYzMhYXFjMyNjcVBiMiJicmAUoyez1jl0J2WINZNH06aZFBfVR%2FArQ8Pb9sGiU3Pjq%2Bbx8jNwAAAAACAIX%2BjQGuBF4AAwAPAChAEgQCCgIDAxEQAAANAw0HUVkNEAA%2FKwAYLxI5LxESATkRMzMRMzEwEzMTIQEUBiMiJjU0NjMyFsGuM%2F7rASFLSkhMTEhITQKF%2FAgFOEpOT0lFVFEAAQCm%2F%2BwD9gXLABwASkApDgILAgUWCAUIEBwEHh0FAgIZTVkAAhACAhADAgQZDhNNWQuQDgEODAcAP81dMisAGD%2FFX15dKxEAMxESARc5ETMRMzMRMzEwJQYHFSM1JgI1NBI3NTMVFhcHJiMiBhUUFjMyNjcD23eLnM%2FIyc6emINGkmiSjJCKS4dX7jsFwsgfARj6%2FgEeIKqiBT28O77BwrIeJQABAEgAAARWBckAHQBVQC4aCAsLFw8TAgkQExcYBh8eCxgZGE9ZCA8ZAQsDGRkSAAAFTVkABxMPEg9OWRIYAD8rEQAzGD8rERIAORgvX15dMysRADMREgEXOREzETMSOTkxMAEyFwcmIyIdASEVIRUUBgchFSE1PgE9ASM1MxE0NgKywrVMonrNAY3%2Bc0JQAvT78mJevLzjBclStkfb9Ky2W4Atz8MehHC4rAEAvNQAAAIAdQECBBsEpAAbACcAOkAlIg4cAAACBQkMDhATFxoKKSgJDBATFxoCBQgfFSUPBx8HbwcDBwAvXTPEMhc5ERIBFzkRMxEzMTATNDcnNxc2MzIXNxcHFhUUBxcHJwYjIicHJzcmNxQWMzI2NTQmIyIGukCFeYNkc3NihXmDPz%2BBd4Vjcn5Zg3eDQKiIXmGIiGFdiQLTbWiFd4E%2FQYN1hWRzd2KBd4E9PX93gWN0YoWFYmGIiAAAAAABABIAAAR9BbYAFgBbQDMABxADCwsMAgUJDA4SFQcYFwYSExJQWQADDxMfEwIJAxMTDBUKDg8OUFkHDw8MARUGDBgAPz8zEjkvMysRADMREjkYL19eXTMzKxEAMxESARc5ETMSFzkxMAkBMwEzFSEVIRUhFSM1ITUhNSE1MwEzAkgBQfT%2BceP%2B5wEZ%2Fufh%2FuUBG%2F7l4P529gMdApn9CJeamfT0mZqXAvgAAAAAAgHZ%2Fh8CjQYQAAMABwAkQBADAgUFBAQJCAMEAwQHGwAAAD8%2FOTkvLxESATkRMxI5OTEwATMRIxEzESMB2bS0tLQGEPzm%2FkX85AAAAAIAc%2F%2FyA4kGIwAtADkATUAsNBcmGy4AEQUyGTcDAAMFCxcZGyEIOzoDGTcUMioGHggID0lZCAEeJElZHhYAPysAGD8rERIAFzkREgEXOREzETMRMxEzETMRMzEwEzQ2NyY1NDYzMhYXBy4BIyIVFBYXHgEVFAcWFRQGIyInNR4BMzI1NC4BJy4CNxQeARc2NTQmJw4BgU1Jktu5W6ZjRHR4PcJuiK%2BWi4vs0NSGTcBR6ypkYY2CPbgwbYxtfJ82RQMnUIMrU5iBkiIqojIabTZPM0SdbbFZUI%2BOpUezKDODKzY2JjdddWEtRkQ4QWdLZzUQWwACASUFAgOWBewACwAXAB5ADAwSBgASABkYDwMVCQAvM80yERIBOTkRMxEzMTABNDYzMhYVFAYjIiYlNDYzMhYVFAYjIiYBJUMwNT9ANDBDAYlDMDVAQjMwQwV3Pjc%2BNzVAOjs%2BNz43Nj86AAADAGT%2F7AZEBcsAFgAmADYARkAoAw8vHycXCQ8UFx8FODcAABIQEgISEhsGDwwfDJ8MAwwMIzMbBCsjEwA%2FMz8zEjkvXTMROS9dMxESARc5ETMRMxEzMTABIgYVFBYzMjY3FQYjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA31veGx7N34uc3jF2dzEiohBavyGyAFeysgBXsrC%2FqLQz%2F6iw3upASSoqgEkp6n%2B26eo%2Ft%2BsBAqhjpOeHhWeM%2FHe1vdGjzf%2B0cgBXsrI%2FqLKxf6m0M8BWsaq%2Ft2oqwEhqagBJaim%2FtwAAAIAOQMCApMFxwAXACEAOUAdCwEhIRcbBwcRFwMjIiELCxMdAQAABBAEAgQOEwQAPzPUXcQzMxI5LzMREgEXOREzETMRMzMxMAEnDgEjIiY1NDY%2FATQmIyIHJzYzMhYVEQEOARUUMzI2PQECIx0udkdxcaioa0VFWng2kI2Kiv7%2BR21gW1wDDmE3NmlqaG8GBEhIOHNGfX3%2BQQE8AkAxWFJSKwAAAgBSAGgEIQPhAAYADQApQBMDBgoNAgQLCQkEDQYEDg8MBQgBAC8zxDIREgEXOREzETMRMxEzMTATARcJAQcBJQEXCQEHAVIBZKj%2B5gEaqP6cAcIBZaj%2B5QEbqP6bAjEBsF7%2Bov6kYQGvGgGwXv6i%2FqRhAa8AAAAAAQBgAQAEMQMrAAUAI0AQAQADAAcGAQQEA1JZLwQBBAAvXSsAGBDEERIBOTkRMzEwASMRITUhBDGy%2FOED0QEAAXmyAP%2F%2FAEgBwQJKAokSBgAQAAAABABk%2F%2BwGRAXLAAgAFQAlADUAXUAzBAkLDg0MABAQES4eJhYJDA4RFh4GNzYPAAASDQ8RHxECEREaCAASEBICEhIiMhoEKiITAD8zPzMSOS9dMxE5L10zEjkvMxESARc5ETMRMxEzETMRMxEzETMxMAEzMjY1NCYrAQUUBxMjAyMRIxEhMhYBNBIkMzIEEhUUAgQjIiQCNxQSBDMyJBI1NAIkIyIEAgLsRUpMSU9DAZmZ7dPAWr0BBq6i%2B9%2FIAV7KyAFeysL%2BotDP%2FqLDe6kBJKiqASSnqf7bp6j%2B36wDAkZBSDl9qz7%2BcwFa%2FqYDh4j%2BxcgBXsrI%2FqLKxf6m0M8BWsaq%2Ft2oqwEhqagBJaim%2FtwAAAAAAf%2F6BhQEBga4AAMAEbUABQEEAQIALzMRATMRMzEwASE1IQQG%2B%2FQEDAYUpAACAG0DOQL%2BBcsADAAYAB9ADRMGDQAGABoZEAkWAwQAPzPEMhESATk5ETMRMzEwEzQ2MzIWFRQGIyIuATcUFjMyNjU0JiMiBm2%2Bi4q%2BwIhYmViZZkpKZmhISGgEgYfDwIqLvVeYWUZoZ0dMZmgAAAAAAgBgAAAEMQThAAsADwA3QB4GAwoKCwwPAQgLBREQDA1SWQwSCQECAVJZBp8CAQIAL10zKxEAMxg%2FKxESARc5ETMSOTkxMAEhNSERMxEhFSERIwE1IRUB7v5yAY60AY%2F%2BcbT%2BcgPRApiyAZf%2BabL%2Bav7%2BsrIAAAAAAQAzAkoCpgXJABYAJ0ATBhEVAgIMERYEGBcJDh8CFRUBIAA%2FMxI5PzMREgEXOREzETMxMAEhNTc%2BATU0JiMiByc2MzIWFRQGDwEhAqb9jeZ1QUAzXWxei6qIl1yJiwGNAkqH4XBqOzQ2WHl3hHJTl3%2BBAAABAC0COQKiBckAIwA5QB8XABAGAAYLEx4DBiUkAxMTHxQBHxQBFBQJGiEfDgkhAD8zPzMSOS9dcTMSORESARc5ETMRMzEwARQGBx4BFRQGIyInNRYzMjU0KwE1MzI1NCYjIgYHJz4BMzIWAoVRT15fuq2UepF9s8dzabhFODlhOVQ9kmKGnQTjS18nFW5Nf4o%2BnU%2BHfYWBNDgoJXIuO3sAAQFqBNkDUAYhAAkAE7YFAAsKBYAAAC8azRESATk5MTABNT4BNyEVDgEHAWo5eSMBETTPRwTZGUasPRU9wTUAAAEAqP4UBHUEUgAYADtAHQoFBQgRABUVFhYIGhkRCw4GFw8JFRYbDgJGWQ4WAD8rABg%2FPz8zEjk5ERIBOTkRMxEzMxEzETMxMAEUMzI2NREzESMnIw4BIyInIx4BFREjETMBk9qSiuy3Ig0wj2iMTwQDB%2BvrAab8sdACJ%2Fuuk1NUWhyyJP7ABj4AAAAAAQBx%2FvwEdwYUAA8ALUAVAQAEBQAFCwMREAEFCAgOBQ4DS1kOAC8rABgvEjkvETMREgEXOREzETMxMAEjESMRIxEGIyImNRA2MyEEd4m%2FiT5U2Mva6AJE%2FvwGf%2FmBAzMS%2BvsBBP4AAAABAIUCOQGuA2oACwAXQAoGAAANDAMJUVkDAC8rERIBOREzMTATNDYzMhYVFAYjIiaFTEhJTE1ISEwC00lOUUZHU1IAAAEAAP4UAaoAAAARAC1AFw8MCgAABQwDExIMD0ALDkgPDw4HAhsOAC8%2FMxI5LyszERIBFzkRMxEzMTABFCEiJzUWMzI2NTQnNzMHHgEBqv7PQjc2RTY%2Fs1SYKVBa%2FvLeD4kOIS1VGaZYFV8AAAEAVAJKAhQFtgAKACJAEAAECQMBCAEMCwcJASAECR4APzM%2FEjkREgE5OREXMzEwASMRPwEOAQcnJTMCFLoDBREvdlgBGacCSgIAZ1sSLFlw0QAAAAIAPQMCAs8FxwALABcAJUASEgAMBgAGGRgPAAMQAwIDFQkEAD8zxF0yERIBOTkRMxEzMTABFAYjIiY1NDYzMhYFFBYzMjY1NCYjIgYCz6%2BdlrCxmZiw%2FhBOWFhOTlhYTgRkpL6%2Fo6m6vaZvbm5vcW1tAAAAAgBQAGgEIQPhAAYADQAlQBILCQQCAAMHAgoJBg4PCAEBDAUALzPELzIREgEXOREzETMxMAkBJwkBNwEFAScJATcBBCH%2BmagBG%2F7lqAFn%2Fj3%2BmqgBGv7mqAFmAhf%2BUWEBXAFeXv5QGv5RYQFcAV5e%2FlAAAP%2F%2FADwAAAYxBbYQJwDTAqYAABAmAHvoABEHANQDXP23AAmzAwIRGAA%2FNTUA%2F%2F8ALgAABkgFthAnANMCgwAAECYAe9oAEQcAdAOi%2FbcAB7ICEBgAPzUAAAD%2F%2FwA3AAAGaAXJECcA0wL4AAAQJwDUA5P9txEGAHUKAAAJswIBBxgAPzU1AAACADf%2BdwOWBF4AGwAnAEhAJhwiABsHExMbIgMpKAQXFwAbEBsCCwMbGxAlJR9RWSUQEApLWRAiAD8rABg%2FKxESADkYL19eXTkRMxESARc5ETMRMxEzMTABFRQGBw4BFRQWMzI2NxcGIyImNTQ%2BATc%2BAT0BExQGIyImNTQ2MzIWAotSZnw%2BbGtaqFJS3MzP6CpWcl4%2B70tKSExMSEhNAoU%2FapZQYmJLTl43JrNuv6lJcmhaTGFPLQFASk5PSUVUUf%2F%2FAAAAAAVKB3MSJgAkAAARBwBD%2F%2BQBUgAIswIZBSYAKzUAAP%2F%2FAAAAAAVKB3MSJgAkAAARBwB2AKoBUgAIswIZBSYAKzUAAP%2F%2FAAAAAAVKB3MSJgAkAAARBwDFADsBUgAIswIcBSYAKzUAAP%2F%2FAAAAAAVKB0gSJgAkAAARBwDHAC0BUgAIswIYBSYAKzUAAP%2F%2FAAAAAAVKBz4SJgAkAAARBwBqAEYBUgAKtAMCJQUmACs1Nf%2F%2FAAAAAAVKBwkSJgAkAAARBgDGVm0ACbMDAiQDAD81NQAAAAAC%2F%2F4AAAbTBbYADwATAGVANgYTExERCg4OAQgABAUFAAEMEBIFFRQKDUxZCgoBBhADTFkQEAEGBRIJEwYTTFkGAwEOTFkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKxESARc5MxEzETMRMxI5OREzETMxMCkBESEDIwEhFSERIRUhESEBIREjBtP81f4IvPYCpgQv%2FcUCFP3sAjv7NwGeewGW%2FmoFtsr%2Bcsj%2BNQGZAoEAAP%2F%2FAHn%2BFATPBcsSJgAmAAAQBwB6Ag4AAP%2F%2FAMEAAAP8B3MSJgAoAAARBwBD%2F7cBUgAIswEVBSYAKzUAAP%2F%2FAMEAAAP8B3MSJgAoAAARBwB2AE4BUgAIswEVBSYAKzUAAP%2F%2FAMEAAAP8B3MSJgAoAAARBwDF%2F%2FkBUgAIswEYBSYAKzUAAP%2F%2FAMEAAAP8Bz4SJgAoAAARBwBqAAQBUgAKtAIBIQUmACs1Nf%2F%2F%2F%2FoAAAHgB3MSJgAsAAARBwBD%2FpABUgAIswENBSYAKzUAAP%2F%2FALMAAAKZB3MSJgAsAAARBwB2%2F0kBUgAIswENBSYAKzUAAP%2F%2F%2F7UAAAK3B3MSJgAsAAARBwDF%2FtIBUgAIswEQBSYAKzUAAP%2F%2FAAEAAAJyBz4SJgAsAAARBwBq%2FtwBUgAKtAIBGQUmACs1NQACAC8AAAVeBbYADAAYAEdAJQ0AEggWFgQABAYUBBoZFQYHBkxZEgcHBAkJEUxZCQMEFkxZBBIAPysAGD8rERIAORgvMysRADMREgEXOREzEjk5ETMxMAEQACkBESM1MxEhIAADEAIrAREhFSERMyAFXv5u%2Fob%2Bb5KSAb4BWwGE%2FPn0xQEz%2Fs2gAhIC6f6Y%2Fn8Cb8gCf%2F6H%2FqQBBAEJ%2FknI%2FloA%2F%2F8AwQAABYMHSBImADEAABEHAMcAsgFSAAizARoFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAEMAdwFSAAizAiEFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAHYBJwFSAAizAiEFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAMUAugFSAAizAiQFJgArNQAA%2F%2F8Aef%2FsBdMHSBImADIAABEHAMcArgFSAAizAiAFJgArNQAA%2F%2F8Aef%2FsBdMHPhImADIAABEHAGoAywFSAAq0AwItBSYAKzU1AAEAgwEOBA4EmAALABxADwEDBQcJCwYNDC8AXwACAAAZL10REgEXOTEwCQE3CQEXCQEHCQEnAcn%2Bun0BSAFJff63AUV7%2Frf%2BvH0C0wFGf%2F66AUZ7%2Frb%2BuH0BRv66fQAAAAMAef%2B0BdMF%2FAATABsAIwBOQC0WFx4fBBQcFAAcCgAFCAoPBSUkFx4WHwQhGQ8SCAUEAw0NIUxZDQQDGUxZAxMAPysAGD8rERIAFzkREhc5ERIBFzkRMxEzERIXOTEwARAAISInByc3JhEQACEyFzcXBxYDNCcBFjMyEgEUFwEmIyICBdP%2Bm%2F651ZRejWK8AWUBS8ebWo5jw%2F5Q%2FbZhi9XZ%2FKJOAktci9fbAt3%2Bm%2F50UYlekMQBeQFqAYRSgVyMx%2F6Q4Yj8rjwBFAER54MDUjv%2B6gD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAQwA3AVIACLMBGwUmACs1AAD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAdgDuAVIACLMBGwUmACs1AAD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAxQCLAVIACLMBHgUmACs1AAD%2F%2FwC0%2F%2BwFOwc%2BEiYAOAAAEQcAagCYAVIACrQCAScFJgArNTX%2F%2FwAAAAAEvAdzEiYAPAAAEQcAdgBYAVIACLMBEgUmACs1AAAAAgDBAAAEkQW2AAwAFQBGQCURAA0JBQUGBgAXFgkVTFkACRAJAgwDCQkGBw0ETFkNDQYHAwYSAD8%2FEjkvKxESADkYL19eXSsREgE5OREzETMzETMxMAEUBCEjESMRMxUzIAQBMzI2NTQmKwEEkf7c%2Fuuo7%2B%2FFAQwBEP0fhbusnKykAwjj9P7PBbbz4P4Vfox%2FewAAAAEAqP%2FsBQIGHwAzAEFAIiUABh8ZDiwtAA4UHy0FNTQZJRExLRUxKEZZMQARF0hZERYAPysAGD8rABg%2FERI5ORESARc5ETMRMxEzETMxMAEUBgcOARUUFh8BHgIVFAYjIic1HgEzMjU0JicuATU0Njc%2BATU0JiMiBhURIxE0JDMyBAR9TUJaNi05X1xXLNbMvm06okPARXl3aERHS0CGb3%2BG6wEB7%2BEBBATlSoUzRTocHjMmQD5fcEelrEHHJTGXPVhKSXxUP2k1N1UzSFFsaftzBJHBzagA%2F%2F8AWv%2FsBAQGIRImAEQAABEGAEOZAAAIswIwESYAKzX%2F%2FwBa%2F%2BwEBAYhEiYARAAAEQYAdkwAAAizAjARJgArNf%2F%2FAFr%2F7AQEBiESJgBEAAARBgDF6AAACLMCMxEmACs1%2F%2F8AWv%2FsBAQF9hImAEQAABEGAMfkAAAIswIvESYAKzX%2F%2FwBa%2F%2BwEBAXsEiYARAAAEQYAavUAAAq0AwI8ESYAKzU1AAD%2F%2FwBa%2F%2BwEBAacEiYARAAAEQYAxg4AAAq0AwIqESYAKzU1AAAAAwBa%2F%2BwGuARmACYAMAA3AHNAPyEPFgQtNBYWLTUVJwAAChUaLQU5OA8hJA0ELUpZBAQkDTQWSVk0NCQNETFIWQ0HSFkRDRAeGEdZJClIWR4kFgA%2FMysrABg%2FMysrERIAORgvKxESADkYLysREgA5ORESARc5ETMRMxEzETMRMxI5OTEwEzQ2PwE1NCMiByc%2BATMyFzYzMhIdASESITI3FQ4BIyImJw4BIyImNxQzMjY9AQcOAQEiBgchNCZa8%2Fm8yY2mSljRY%2FFjeOLO9P04CgEjuKxWq26M2UNewZGlu%2FSmfJCHm5ADpHCDCQHZdQE9rK0IBkzCUqYvMZub%2FvPkf%2F6wUL8pIm1ufV60m5uRf2AGBmECEYuLgpQAAP%2F%2FAGb%2BFAO0BGYSJgBGAAAQBwB6AWQAAP%2F%2FAGb%2F7AQ5BiESJgBIAAARBgBDrwAACLMCJREmACs1%2F%2F8AZv%2FsBDkGIRImAEgAABEGAHZgAAAIswIlESYAKzX%2F%2FwBm%2F%2BwEOQYhEiYASAAAEQYAxQAAAAizAigRJgArNf%2F%2FAGb%2F7AQ5BewSJgBIAAARBgBqDgAACrQDAjERJgArNTUAAP%2F%2F%2F7sAAAGhBiESJgDCAAARBwBD%2FlEAAAAIswENESYAKzUAAP%2F%2FAJwAAAKCBiESJgDCAAARBwB2%2FzIAAAAIswENESYAKzUAAP%2F%2F%2F5wAAAKeBiESJgDCAAARBwDF%2FrkAAAAIswEQESYAKzUAAP%2F%2F%2F%2BcAAAJYBewSJgDCAAARBwBq%2FsIAAAAKtAIBGREmACs1NQACAGb%2F7AR9BiEAGwAnAFBAKwwcHAAiBgAGEBMYBSkoFhkRDhAFFw8PFAwDCQkfR1kJCQMXFAEDJUdZAxYAPysAGD%2FGEjkvKxESADkSORgvEhc5ERIBFzkRMxEzETMxMAEQACMiADU0ADMyFzcmJwcnNyYnNxYXNxcHFhIDNCYjIgYVFBYzMjYEff7t%2B%2Bv%2B4gEG3NZXCD6l%2BljMVlFUjHbnWLyYn%2FCXg5eGlImUhgI3%2Fun%2BzAEQ5ecBDW8EvZyWhXc7K5I%2FUYqBcYz%2BhP7pf5aknpmitgAAAP%2F%2FAKgAAAR1BfYSJgBRAAARBgDHIQAACLMBHBEmACs1%2F%2F8AZv%2FsBH0GIRImAFIAABEGAEO7AAAIswIfESYAKzX%2F%2FwBm%2F%2BwEfQYhEiYAUgAAEQYAdm8AAAizAh8RJgArNf%2F%2FAGb%2F7AR9BiESJgBSAAARBgDFDAAACLMCIhEmACs1%2F%2F8AZv%2FsBH0F9hImAFIAABEGAMf%2FAAAIswIeESYAKzX%2F%2FwBm%2F%2BwEfQXsEiYAUgAAEQYAahIAAAq0AwIrESYAKzU1AAAAAwBgAOwEMQS2AAMADwAbADRAGhYQCgQAAwQQBB0cBw0ZEw0TAQEAUlkvAQEBAC9dKxEAMzMYLzMvMxESARc5ETMRMzEwEzUhFQE0NjMyFhUUBiMiJhE0NjMyFhUUBiMiJmAD0f2YP0A9QEQ5PEM%2FQD1ARDk8QwJ5srL%2B%2FEBHSD8%2FSkcC%2FEBHSD8%2FSkcAAAAAAwBm%2F7gEfQSLABMAGwAiAE9ALhYXHh8EHBQcABQKAAUICg8SBiQjFx4WHwQhGQ8SCAUEAw0NGUZZDRADIUZZAxYAPysAGD8rERIAFzkREhc5ERIBFzkRMxEzERIXOTEwARAAIyInByc3JhEQADMyFzcXBxYBFBcBJiMiBgU0JwEWMyAEff7q%2BJBqTIdSjgEU%2B5ByRYhOh%2FzbJQGHPFeUhQIzIf59NlYBGAIr%2FvH%2B0DltWnWbAQkBDQEuP2RcbJj%2FAIdUAi8nxLd5Uv3XIQAA%2F%2F8Anv%2FsBG0GIRImAFgAABEGAEO3AAAIswEeESYAKzX%2F%2FwCe%2F%2BwEbQYhEiYAWAAAEQcAdgCLAAAACLMBHhEmACs1AAD%2F%2FwCe%2F%2BwEbQYhEiYAWAAAEQYAxSEAAAizASERJgArNf%2F%2FAJ7%2F7ARtBewSJgBYAAARBgBqJwAACrQCASoRJgArNTUAAP%2F%2FAAD%2BFARKBiESJgBcAAARBgB2JwAACLMBHhEmACs1AAIAqP4UBJMGFAAVACEAQUAiHwYMEhUaBA8PEBAGIyIMFQkDEQAQGwMWRlkDEAkdRlkJFgA%2FKwAYPysAGD8%2FERI5ORESATk5ETMRFzMRMzEwAT4BMzISERACIyInIx8BESMRMxEPAQUiBh0BFBYzMhE0JgGTPaNqzujpzdtvDggG6%2BsHAwEZjoGAkf57A8FWT%2F7S%2FvP%2B8P7RlUhc%2FjcIAP5SihsbpLIlyrUBgb67AAD%2F%2FwAA%2FhQESgXsEiYAXAAAEQYAasoAAAq0AgEqESYAKzU1AAAAAQCoAAABkwRSAAMAFkAJAAEBBQQCDwEVAD8%2FERIBOREzMTAhIxEzAZPr6wRSAAAAAgB5%2F%2BwHGwXNABQAHwBWQC8NAA8TEx0YBgAGER0EISAPEkxZDw8BCwsOTFkLAwkVTFkJBAETTFkBEwMbTFkDEgA%2FKwAYPysAGD8rABg%2FKxESADkYLysREgEXOREzETMRMxEzMTApAQYjIAAREAAhMhchFSERIRUhESEBIgIREBIzMjcRJgcb%2FMxmbf7A%2FqUBWAE%2Fc14DOv3AAhv95QJA%2B%2F7Q1tTQgVRQFAGJAWoBaAGGF8r%2Bcsj%2BNQQ1%2Fur%2B8%2F7z%2FugjBAAlAAADAGb%2F7AdMBGYAHQApADAAb0A9DQIkLRQUJC4THgcHExokBDIxDQIECi0USFkMLRwtAhADLS0ECg8qSFkPCgonRlkKEAAXR1kABAQhRlkEFgA%2FKxEAMysAGD8rEQAzKxESADkYL19eXSsREgA5ORESARc5ETMRMxEzETMSOTkxMAUgJwYhIgAREAAzMhYXNjMyAB0BIR4BMzI2NxUOAQEUFjMyNjU0JiMiBiUiBgchNCYFnv7ni4T%2B9Oz%2B6AES9XnMQoP43QEA%2FR4LlZpmqmBUr%2FtHg5KNg4SRj4EEGW6HCwHxfhTCwgE2AQkBEAErYmDC%2FvXof6SqJSu%2FKCMCP73Cv7zAv77Mi4uGkAAAAQDjBNkD5QYhAAwAKEASCQgCAAwEBQIFDAMODQIJgAUAAC8yGs0yERIBFzkRMxEzETMzMTABJicGByM1NjchFhcVA0Z7aWd6nr8%2FAQQ%2FwQTZSWtnTRnGaW7BGQACAWAE1wM7BpwACwAWACpAFgwAEgYGABgXD3AJAQ8JHwkvCQMJFAMALzPEXV0yERIBOTkRMxEzMTABFAYjIiY1NDYzMhYHNCYjIgYVFDMyNgM7g2xsgH9taIeFPC4vPGsuPAW8Zn99ZmV9fGYyOTkyajcAAAEA7ATXA%2F4F9gAVADJAGBITBwgTCBcWEAAFCwALAAt%2FE48TAhOACAAvGsxdOTkvLxEzETMREgE5OREzETMxMAEiLgIjIgcjPgEzMh4CMzI3Mw4BAwgqUU5KIlEcegyDZitSTkkiTxt9DIIE2SMrI3OLkiMrI3OGlwAAAAABAFIBxwOuAoUAAwARtQMABQQAAQAvMxESATk5MTATNSEVUgNcAce%2BvgAAAAEAUgHHB64ChQADABG1AwAFBAABAC8zERIBOTkxMBM1IRVSB1wBx76%2BAAAAAQAZA8EBcwW2AAcAF0AJAQcHBQkIAAQDAD%2FNERIBOTkRMzEwEyc2EjczAgclDBRmNqpAJQPBFlMBGnL%2FAPUAAAEAGQPBAXMFtgAGABdACQEGBgQIBwQGAwA%2FxhESATk5ETMxMAEXBgMjEjcBZA81e6pFHwW2FtH%2B8gEh1AAAAAABAD%2F%2B%2BAGcAO4ABgAeQA8ABQUDCAcDQAZQBtAGAwYAL13NERIBOTkRMzEwJQYDIxI3MwGcMICtRSLn17r%2B2wEO6AAAAAIAGQPBAxQFtgAGAA4AIkAQBw0ABQMFCw0EEA8GDgIKAwA%2FM80yERIBFzkRMxEzMTABNhMzAgcjJTYSNzMCByMBuDV9qkUf6f5SFGY2qkAl6QPXywEU%2FtjNFlMBGnL%2FAPUAAAACABkDwQMUBbYABgANACJAEAcMAAUDBQoMBA8OCgMMBQMAPzPGMhESARc5ETMRMzEwAQYDIxI3MwUGAyMSNzMBczV7qkUf5wGwNXusRSLnBaDR%2FvIBIdQW0f7yAQ%2FmAAACACv%2B%2BAMpAO4ABgANAClAFgcMAAUDBQoMBA8OCgMMQAZQBtAGAwYAL10zzTIREgEXOREzETMxMCUGAyMSNzMFBgMjEjczAYc3eaxCJOgBsDCArEIk6NfW%2FvcBBPIXuv7bAQTyAAAAAAEAgwHRAn8EBgALABO2BgAADQwJAwAvzRESATkRMzEwEzQ2MzIWFRQGIyImg4R6eYWGeHiGAuyKkJGJh5SRAAABAFIAaAJeA%2BEABgAYQAoDBgIEBgMIBwUBAC%2FEERIBFzkRMzEwEwEXCQEHAVIBZKj%2B5gEaqP6cAjEBsF7%2Bov6kYQGvAAEAUABoAl4D4QAGABhACgMAAAIEAwgHAQUAL8QREgEXOREzMTAJAScJATcBAl7%2BmqgBGv7mqAFmAhf%2BUWEBXAFeXv5QAAAAAAH%2BdwAAAo8FtgADABpACwMABQECAgQDAwISAD8%2FEQEzETMRMzIxMAkBIwECj%2FyowANaBbb6SgW2AAAAAAIAEAJKAtUFvAAKABEAPkAgCQEBCwcEEQYABAYDExIBBQUGCQ8RHxECEREHAyAOBx4APzM%2FEjkvXTMzMxEzERIBFzkRMxEzMzMRMzEwASMVIzUhNQEzETMhNTQ3Bg8BAtV9wP54AYy8ff7DBjQklAL6sLB%2FAkP9zbJhZGg22QAAAQA%2F%2F%2BwEhQXFACYAcUBCDAMICBYfAxsFChEYGx0kBygnBh0eHVBZAw8eHx4vHr8eBAkDHhcJGBcYUFkMAxcBFAMXFxMiIgBNWSIHEw5NWRMZAD8rABg%2FKxESADkYL19eXTMrEQAzGBDGX15dMisRADMREgEXOREXMxEzMzEwASIGByEVIQcVFyEVIRIhMjcVBiMiACcjNTMnNTcjNTM2ADMyFwcmAx%2BNsx4ByP4pAgIBmP55QAEsj5aDrvH%2B0y6YiAICiJYmATLyyJ5UmgT%2BqKqaLTcnmf7IPss9AQj6mSUlQZr7AR5Yu0wAAAAAAAEAACMAAAEF0xgAAAoK8gAFACT%2FcQAFADcAKQAFADkAKQAFADoAKQAFADwAFAAFAET%2FrgAFAEb%2FhQAFAEf%2FhQAFAEj%2FhQAFAEr%2FwwAFAFD%2FwwAFAFH%2FwwAFAFL%2FhQAFAFP%2FwwAFAFT%2FhQAFAFX%2FwwAFAFb%2FwwAFAFj%2FwwAFAIL%2FcQAFAIP%2FcQAFAIT%2FcQAFAIX%2FcQAFAIb%2FcQAFAIf%2FcQAFAJ8AFAAFAKL%2FhQAFAKP%2FrgAFAKT%2FrgAFAKX%2FrgAFAKb%2FrgAFAKf%2FrgAFAKj%2FrgAFAKn%2FhQAFAKr%2FhQAFAKv%2FhQAFAKz%2FhQAFAK3%2FhQAFALT%2FhQAFALX%2FhQAFALb%2FhQAFALf%2FhQAFALj%2FhQAFALr%2FhQAFALv%2FwwAFALz%2FwwAFAL3%2FwwAFAL7%2FwwAFAMT%2FhQAKACT%2FcQAKADcAKQAKADkAKQAKADoAKQAKADwAFAAKAET%2FrgAKAEb%2FhQAKAEf%2FhQAKAEj%2FhQAKAEr%2FwwAKAFD%2FwwAKAFH%2FwwAKAFL%2FhQAKAFP%2FwwAKAFT%2FhQAKAFX%2FwwAKAFb%2FwwAKAFj%2FwwAKAIL%2FcQAKAIP%2FcQAKAIT%2FcQAKAIX%2FcQAKAIb%2FcQAKAIf%2FcQAKAJ8AFAAKAKL%2FhQAKAKP%2FrgAKAKT%2FrgAKAKX%2FrgAKAKb%2FrgAKAKf%2FrgAKAKj%2FrgAKAKn%2FhQAKAKr%2FhQAKAKv%2FhQAKAKz%2FhQAKAK3%2FhQAKALT%2FhQAKALX%2FhQAKALb%2FhQAKALf%2FhQAKALj%2FhQAKALr%2FhQAKALv%2FwwAKALz%2FwwAKAL3%2FwwAKAL7%2FwwAKAMT%2FhQALAC0AuAAPACb%2FmgAPACr%2FmgAPADL%2FmgAPADT%2FmgAPADf%2FcQAPADj%2F1wAPADn%2FhQAPADr%2FhQAPADz%2FhQAPAIn%2FmgAPAJT%2FmgAPAJX%2FmgAPAJb%2FmgAPAJf%2FmgAPAJj%2FmgAPAJr%2FmgAPAJv%2F1wAPAJz%2F1wAPAJ3%2F1wAPAJ7%2F1wAPAJ%2F%2FhQAPAMP%2FmgAQADf%2FrgARACb%2FmgARACr%2FmgARADL%2FmgARADT%2FmgARADf%2FcQARADj%2F1wARADn%2FhQARADr%2FhQARADz%2FhQARAIn%2FmgARAJT%2FmgARAJX%2FmgARAJb%2FmgARAJf%2FmgARAJj%2FmgARAJr%2FmgARAJv%2F1wARAJz%2F1wARAJ3%2F1wARAJ7%2F1wARAJ%2F%2FhQARAMP%2FmgAkAAX%2FcQAkAAr%2FcQAkACb%2F1wAkACr%2F1wAkAC0BCgAkADL%2F1wAkADT%2F1wAkADf%2FcQAkADn%2FrgAkADr%2FrgAkADz%2FhQAkAIn%2F1wAkAJT%2F1wAkAJX%2F1wAkAJb%2F1wAkAJf%2F1wAkAJj%2F1wAkAJr%2F1wAkAJ%2F%2FhQAkAMP%2F1wAkAMv%2FcQAkAM7%2FcQAlAA%2F%2FrgAlABH%2FrgAlACT%2F1wAlADf%2FwwAlADn%2F7AAlADr%2F7AAlADv%2F1wAlADz%2F7AAlAD3%2F7AAlAIL%2F1wAlAIP%2F1wAlAIT%2F1wAlAIX%2F1wAlAIb%2F1wAlAIf%2F1wAlAJ%2F%2F7AAlAMz%2FrgAlAM%2F%2FrgAmACb%2F1wAmACr%2F1wAmADL%2F1wAmADT%2F1wAmAIn%2F1wAmAJT%2F1wAmAJX%2F1wAmAJb%2F1wAmAJf%2F1wAmAJj%2F1wAmAJr%2F1wAmAMP%2F1wAnAA%2F%2FrgAnABH%2FrgAnACT%2F1wAnADf%2FwwAnADn%2F7AAnADr%2F7AAnADv%2F1wAnADz%2F7AAnAD3%2F7AAnAIL%2F1wAnAIP%2F1wAnAIT%2F1wAnAIX%2F1wAnAIb%2F1wAnAIf%2F1wAnAJ%2F%2F7AAnAMz%2FrgAnAM%2F%2FrgAoAC0AewApAA%2F%2FhQApABH%2FhQApACIAKQApACT%2F1wApAIL%2F1wApAIP%2F1wApAIT%2F1wApAIX%2F1wApAIb%2F1wApAIf%2F1wApAMz%2FhQApAM%2F%2FhQAuACb%2F1wAuACr%2F1wAuADL%2F1wAuADT%2F1wAuAIn%2F1wAuAJT%2F1wAuAJX%2F1wAuAJb%2F1wAuAJf%2F1wAuAJj%2F1wAuAJr%2F1wAuAMP%2F1wAvAAX%2FXAAvAAr%2FXAAvACb%2F1wAvACr%2F1wAvADL%2F1wAvADT%2F1wAvADf%2F1wAvADj%2F7AAvADn%2F1wAvADr%2F1wAvADz%2FwwAvAIn%2F1wAvAJT%2F1wAvAJX%2F1wAvAJb%2F1wAvAJf%2F1wAvAJj%2F1wAvAJr%2F1wAvAJv%2F7AAvAJz%2F7AAvAJ3%2F7AAvAJ7%2F7AAvAJ%2F%2FwwAvAMP%2F1wAvAMv%2FXAAvAM7%2FXAAyAA%2F%2FrgAyABH%2FrgAyACT%2F1wAyADf%2FwwAyADn%2F7AAyADr%2F7AAyADv%2F1wAyADz%2F7AAyAD3%2F7AAyAIL%2F1wAyAIP%2F1wAyAIT%2F1wAyAIX%2F1wAyAIb%2F1wAyAIf%2F1wAyAJ%2F%2F7AAyAMz%2FrgAyAM%2F%2FrgAzAA%2F%2B9gAzABH%2B9gAzACT%2FmgAzADv%2F1wAzAD3%2F7AAzAIL%2FmgAzAIP%2FmgAzAIT%2FmgAzAIX%2FmgAzAIb%2FmgAzAIf%2FmgAzAMz%2B9gAzAM%2F%2B9gA0AA%2F%2FrgA0ABH%2FrgA0ACT%2F1wA0ADf%2FwwA0ADn%2F7AA0ADr%2F7AA0ADv%2F1wA0ADz%2F7AA0AD3%2F7AA0AIL%2F1wA0AIP%2F1wA0AIT%2F1wA0AIX%2F1wA0AIb%2F1wA0AIf%2F1wA0AJ%2F%2F7AA0AMz%2FrgA0AM%2F%2FrgA3AA%2F%2FhQA3ABD%2FrgA3ABH%2FhQA3ACIAKQA3ACT%2FcQA3ACb%2F1wA3ACr%2F1wA3ADL%2F1wA3ADT%2F1wA3ADcAKQA3AET%2FXAA3AEb%2FcQA3AEf%2FcQA3AEj%2FcQA3AEr%2FcQA3AFD%2FmgA3AFH%2FmgA3AFL%2FcQA3AFP%2FmgA3AFT%2FcQA3AFX%2FmgA3AFb%2FhQA3AFj%2FmgA3AFn%2F1wA3AFr%2F1wA3AFv%2F1wA3AFz%2F1wA3AF3%2FrgA3AIL%2FcQA3AIP%2FcQA3AIT%2FcQA3AIX%2FcQA3AIb%2FcQA3AIf%2FcQA3AIn%2F1wA3AJT%2F1wA3AJX%2F1wA3AJb%2F1wA3AJf%2F1wA3AJj%2F1wA3AJr%2F1wA3AKL%2FcQA3AKP%2FXAA3AKT%2FXAA3AKX%2FXAA3AKb%2FXAA3AKf%2FXAA3AKj%2FXAA3AKn%2FcQA3AKr%2FcQA3AKv%2FcQA3AKz%2FcQA3AK3%2FcQA3ALT%2FcQA3ALX%2FcQA3ALb%2FcQA3ALf%2FcQA3ALj%2FcQA3ALr%2FcQA3ALv%2FmgA3ALz%2FmgA3AL3%2FmgA3AL7%2FmgA3AL%2F%2F1wA3AMP%2F1wA3AMT%2FcQA3AMj%2FrgA3AMn%2FrgA3AMz%2FhQA3AM%2F%2FhQA4AA%2F%2F1wA4ABH%2F1wA4ACT%2F7AA4AIL%2F7AA4AIP%2F7AA4AIT%2F7AA4AIX%2F7AA4AIb%2F7AA4AIf%2F7AA4AMz%2F1wA4AM%2F%2F1wA5AA%2F%2FmgA5ABH%2FmgA5ACIAKQA5ACT%2FrgA5ACb%2F7AA5ACr%2F7AA5ADL%2F7AA5ADT%2F7AA5AET%2F1wA5AEb%2F1wA5AEf%2F1wA5AEj%2F1wA5AEr%2F7AA5AFD%2F7AA5AFH%2F7AA5AFL%2F1wA5AFP%2F7AA5AFT%2F1wA5AFX%2F7AA5AFb%2F7AA5AFj%2F7AA5AIL%2FrgA5AIP%2FrgA5AIT%2FrgA5AIX%2FrgA5AIb%2FrgA5AIf%2FrgA5AIn%2F7AA5AJT%2F7AA5AJX%2F7AA5AJb%2F7AA5AJf%2F7AA5AJj%2F7AA5AJr%2F7AA5AKL%2F1wA5AKP%2F1wA5AKT%2F1wA5AKX%2F1wA5AKb%2F1wA5AKf%2F1wA5AKj%2F1wA5AKn%2F1wA5AKr%2F1wA5AKv%2F1wA5AKz%2F1wA5AK3%2F1wA5ALT%2F1wA5ALX%2F1wA5ALb%2F1wA5ALf%2F1wA5ALj%2F1wA5ALr%2F1wA5ALv%2F7AA5ALz%2F7AA5AL3%2F7AA5AL7%2F7AA5AMP%2F7AA5AMT%2F1wA5AMz%2FmgA5AM%2F%2FmgA6AA%2F%2FmgA6ABH%2FmgA6ACIAKQA6ACT%2FrgA6ACb%2F7AA6ACr%2F7AA6ADL%2F7AA6ADT%2F7AA6AET%2F1wA6AEb%2F1wA6AEf%2F1wA6AEj%2F1wA6AEr%2F7AA6AFD%2F7AA6AFH%2F7AA6AFL%2F1wA6AFP%2F7AA6AFT%2F1wA6AFX%2F7AA6AFb%2F7AA6AFj%2F7AA6AIL%2FrgA6AIP%2FrgA6AIT%2FrgA6AIX%2FrgA6AIb%2FrgA6AIf%2FrgA6AIn%2F7AA6AJT%2F7AA6AJX%2F7AA6AJb%2F7AA6AJf%2F7AA6AJj%2F7AA6AJr%2F7AA6AKL%2F1wA6AKP%2F1wA6AKT%2F1wA6AKX%2F1wA6AKb%2F1wA6AKf%2F1wA6AKj%2F1wA6AKn%2F1wA6AKr%2F1wA6AKv%2F1wA6AKz%2F1wA6AK3%2F1wA6ALT%2F1wA6ALX%2F1wA6ALb%2F1wA6ALf%2F1wA6ALj%2F1wA6ALr%2F1wA6ALv%2F7AA6ALz%2F7AA6AL3%2F7AA6AL7%2F7AA6AMP%2F7AA6AMT%2F1wA6AMz%2FmgA6AM%2F%2FmgA7ACb%2F1wA7ACr%2F1wA7ADL%2F1wA7ADT%2F1wA7AIn%2F1wA7AJT%2F1wA7AJX%2F1wA7AJb%2F1wA7AJf%2F1wA7AJj%2F1wA7AJr%2F1wA7AMP%2F1wA8AA%2F%2FhQA8ABH%2FhQA8ACIAKQA8ACT%2FhQA8ACb%2F1wA8ACr%2F1wA8ADL%2F1wA8ADT%2F1wA8AET%2FmgA8AEb%2FmgA8AEf%2FmgA8AEj%2FmgA8AEr%2F1wA8AFD%2FwwA8AFH%2FwwA8AFL%2FmgA8AFP%2FwwA8AFT%2FmgA8AFX%2FwwA8AFb%2FrgA8AFj%2FwwA8AF3%2F1wA8AIL%2FhQA8AIP%2FhQA8AIT%2FhQA8AIX%2FhQA8AIb%2FhQA8AIf%2FhQA8AIn%2F1wA8AJT%2F1wA8AJX%2F1wA8AJb%2F1wA8AJf%2F1wA8AJj%2F1wA8AJr%2F1wA8AKL%2FmgA8AKP%2FmgA8AKT%2FmgA8AKX%2FmgA8AKb%2FmgA8AKf%2FmgA8AKj%2FmgA8AKn%2FmgA8AKr%2FmgA8AKv%2FmgA8AKz%2FmgA8AK3%2FmgA8ALT%2FmgA8ALX%2FmgA8ALb%2FmgA8ALf%2FmgA8ALj%2FmgA8ALr%2FmgA8ALv%2FwwA8ALz%2FwwA8AL3%2FwwA8AL7%2FwwA8AMP%2F1wA8AMT%2FmgA8AMz%2FhQA8AM%2F%2FhQA9ACb%2F7AA9ACr%2F7AA9ADL%2F7AA9ADT%2F7AA9AIn%2F7AA9AJT%2F7AA9AJX%2F7AA9AJb%2F7AA9AJf%2F7AA9AJj%2F7AA9AJr%2F7AA9AMP%2F7AA%2BAC0AuABEAAX%2F7ABEAAr%2F7ABEAMv%2F7ABEAM7%2F7ABFAAX%2F7ABFAAr%2F7ABFAFn%2F1wBFAFr%2F1wBFAFv%2F1wBFAFz%2F1wBFAF3%2F7ABFAL%2F%2F1wBFAMv%2F7ABFAM7%2F7ABGAAUAKQBGAAoAKQBGAMsAKQBGAM4AKQBIAAX%2F7ABIAAr%2F7ABIAFn%2F1wBIAFr%2F1wBIAFv%2F1wBIAFz%2F1wBIAF3%2F7ABIAL%2F%2F1wBIAMv%2F7ABIAM7%2F7ABJAAUAewBJAAoAewBJAMsAewBJAM4AewBLAAX%2F7ABLAAr%2F7ABLAMv%2F7ABLAM7%2F7ABOAEb%2F1wBOAEf%2F1wBOAEj%2F1wBOAFL%2F1wBOAFT%2F1wBOAKL%2F1wBOAKn%2F1wBOAKr%2F1wBOAKv%2F1wBOAKz%2F1wBOAK3%2F1wBOALT%2F1wBOALX%2F1wBOALb%2F1wBOALf%2F1wBOALj%2F1wBOALr%2F1wBOAMT%2F1wBQAAX%2F7ABQAAr%2F7ABQAMv%2F7ABQAM7%2F7ABRAAX%2F7ABRAAr%2F7ABRAMv%2F7ABRAM7%2F7ABSAAX%2F7ABSAAr%2F7ABSAFn%2F1wBSAFr%2F1wBSAFv%2F1wBSAFz%2F1wBSAF3%2F7ABSAL%2F%2F1wBSAMv%2F7ABSAM7%2F7ABTAAX%2F7ABTAAr%2F7ABTAFn%2F1wBTAFr%2F1wBTAFv%2F1wBTAFz%2F1wBTAF3%2F7ABTAL%2F%2F1wBTAMv%2F7ABTAM7%2F7ABVAAUAUgBVAAoAUgBVAET%2F1wBVAEb%2F1wBVAEf%2F1wBVAEj%2F1wBVAEr%2F7ABVAFL%2F1wBVAFT%2F1wBVAKL%2F1wBVAKP%2F1wBVAKT%2F1wBVAKX%2F1wBVAKb%2F1wBVAKf%2F1wBVAKj%2F1wBVAKn%2F1wBVAKr%2F1wBVAKv%2F1wBVAKz%2F1wBVAK3%2F1wBVALT%2F1wBVALX%2F1wBVALb%2F1wBVALf%2F1wBVALj%2F1wBVALr%2F1wBVAMT%2F1wBVAMsAUgBVAM4AUgBXAAUAKQBXAAoAKQBXAMsAKQBXAM4AKQBZAAUAUgBZAAoAUgBZAA%2F%2FrgBZABH%2FrgBZACIAKQBZAMsAUgBZAMz%2FrgBZAM4AUgBZAM%2F%2FrgBaAAUAUgBaAAoAUgBaAA%2F%2FrgBaABH%2FrgBaACIAKQBaAMsAUgBaAMz%2FrgBaAM4AUgBaAM%2F%2FrgBbAEb%2F1wBbAEf%2F1wBbAEj%2F1wBbAFL%2F1wBbAFT%2F1wBbAKL%2F1wBbAKn%2F1wBbAKr%2F1wBbAKv%2F1wBbAKz%2F1wBbAK3%2F1wBbALT%2F1wBbALX%2F1wBbALb%2F1wBbALf%2F1wBbALj%2F1wBbALr%2F1wBbAMT%2F1wBcAAUAUgBcAAoAUgBcAA%2F%2FrgBcABH%2FrgBcACIAKQBcAMsAUgBcAMz%2FrgBcAM4AUgBcAM%2F%2FrgBeAC0AuACCAAX%2FcQCCAAr%2FcQCCACb%2F1wCCACr%2F1wCCAC0BCgCCADL%2F1wCCADT%2F1wCCADf%2FcQCCADn%2FrgCCADr%2FrgCCADz%2FhQCCAIn%2F1wCCAJT%2F1wCCAJX%2F1wCCAJb%2F1wCCAJf%2F1wCCAJj%2F1wCCAJr%2F1wCCAJ%2F%2FhQCCAMP%2F1wCCAMv%2FcQCCAM7%2FcQCDAAX%2FcQCDAAr%2FcQCDACb%2F1wCDACr%2F1wCDAC0BCgCDADL%2F1wCDADT%2F1wCDADf%2FcQCDADn%2FrgCDADr%2FrgCDADz%2FhQCDAIn%2F1wCDAJT%2F1wCDAJX%2F1wCDAJb%2F1wCDAJf%2F1wCDAJj%2F1wCDAJr%2F1wCDAJ%2F%2FhQCDAMP%2F1wCDAMv%2FcQCDAM7%2FcQCEAAX%2FcQCEAAr%2FcQCEACb%2F1wCEACr%2F1wCEAC0BCgCEADL%2F1wCEADT%2F1wCEADf%2FcQCEADn%2FrgCEADr%2FrgCEADz%2FhQCEAIn%2F1wCEAJT%2F1wCEAJX%2F1wCEAJb%2F1wCEAJf%2F1wCEAJj%2F1wCEAJr%2F1wCEAJ%2F%2FhQCEAMP%2F1wCEAMv%2FcQCEAM7%2FcQCFAAX%2FcQCFAAr%2FcQCFACb%2F1wCFACr%2F1wCFAC0BCgCFADL%2F1wCFADT%2F1wCFADf%2FcQCFADn%2FrgCFADr%2FrgCFADz%2FhQCFAIn%2F1wCFAJT%2F1wCFAJX%2F1wCFAJb%2F1wCFAJf%2F1wCFAJj%2F1wCFAJr%2F1wCFAJ%2F%2FhQCFAMP%2F1wCFAMv%2FcQCFAM7%2FcQCGAAX%2FcQCGAAr%2FcQCGACb%2F1wCGACr%2F1wCGAC0BCgCGADL%2F1wCGADT%2F1wCGADf%2FcQCGADn%2FrgCGADr%2FrgCGADz%2FhQCGAIn%2F1wCGAJT%2F1wCGAJX%2F1wCGAJb%2F1wCGAJf%2F1wCGAJj%2F1wCGAJr%2F1wCGAJ%2F%2FhQCGAMP%2F1wCGAMv%2FcQCGAM7%2FcQCHAAX%2FcQCHAAr%2FcQCHACb%2F1wCHACr%2F1wCHAC0BCgCHADL%2F1wCHADT%2F1wCHADf%2FcQCHADn%2FrgCHADr%2FrgCHADz%2FhQCHAIn%2F1wCHAJT%2F1wCHAJX%2F1wCHAJb%2F1wCHAJf%2F1wCHAJj%2F1wCHAJr%2F1wCHAJ%2F%2FhQCHAMP%2F1wCHAMv%2FcQCHAM7%2FcQCIAC0AewCJACb%2F1wCJACr%2F1wCJADL%2F1wCJADT%2F1wCJAIn%2F1wCJAJT%2F1wCJAJX%2F1wCJAJb%2F1wCJAJf%2F1wCJAJj%2F1wCJAJr%2F1wCJAMP%2F1wCKAC0AewCLAC0AewCMAC0AewCNAC0AewCSAA%2F%2FrgCSABH%2FrgCSACT%2F1wCSADf%2FwwCSADn%2F7ACSADr%2F7ACSADv%2F1wCSADz%2F7ACSAD3%2F7ACSAIL%2F1wCSAIP%2F1wCSAIT%2F1wCSAIX%2F1wCSAIb%2F1wCSAIf%2F1wCSAJ%2F%2F7ACSAMz%2FrgCSAM%2F%2FrgCUAA%2F%2FrgCUABH%2FrgCUACT%2F1wCUADf%2FwwCUADn%2F7ACUADr%2F7ACUADv%2F1wCUADz%2F7ACUAD3%2F7ACUAIL%2F1wCUAIP%2F1wCUAIT%2F1wCUAIX%2F1wCUAIb%2F1wCUAIf%2F1wCUAJ%2F%2F7ACUAMz%2FrgCUAM%2F%2FrgCVAA%2F%2FrgCVABH%2FrgCVACT%2F1wCVADf%2FwwCVADn%2F7ACVADr%2F7ACVADv%2F1wCVADz%2F7ACVAD3%2F7ACVAIL%2F1wCVAIP%2F1wCVAIT%2F1wCVAIX%2F1wCVAIb%2F1wCVAIf%2F1wCVAJ%2F%2F7ACVAMz%2FrgCVAM%2F%2FrgCWAA%2F%2FrgCWABH%2FrgCWACT%2F1wCWADf%2FwwCWADn%2F7ACWADr%2F7ACWADv%2F1wCWADz%2F7ACWAD3%2F7ACWAIL%2F1wCWAIP%2F1wCWAIT%2F1wCWAIX%2F1wCWAIb%2F1wCWAIf%2F1wCWAJ%2F%2F7ACWAMz%2FrgCWAM%2F%2FrgCXAA%2F%2FrgCXABH%2FrgCXACT%2F1wCXADf%2FwwCXADn%2F7ACXADr%2F7ACXADv%2F1wCXADz%2F7ACXAD3%2F7ACXAIL%2F1wCXAIP%2F1wCXAIT%2F1wCXAIX%2F1wCXAIb%2F1wCXAIf%2F1wCXAJ%2F%2F7ACXAMz%2FrgCXAM%2F%2FrgCYAA%2F%2FrgCYABH%2FrgCYACT%2F1wCYADf%2FwwCYADn%2F7ACYADr%2F7ACYADv%2F1wCYADz%2F7ACYAD3%2F7ACYAIL%2F1wCYAIP%2F1wCYAIT%2F1wCYAIX%2F1wCYAIb%2F1wCYAIf%2F1wCYAJ%2F%2F7ACYAMz%2FrgCYAM%2F%2FrgCaAA%2F%2FrgCaABH%2FrgCaACT%2F1wCaADf%2FwwCaADn%2F7ACaADr%2F7ACaADv%2F1wCaADz%2F7ACaAD3%2F7ACaAIL%2F1wCaAIP%2F1wCaAIT%2F1wCaAIX%2F1wCaAIb%2F1wCaAIf%2F1wCaAJ%2F%2F7ACaAMz%2FrgCaAM%2F%2FrgCbAA%2F%2F1wCbABH%2F1wCbACT%2F7ACbAIL%2F7ACbAIP%2F7ACbAIT%2F7ACbAIX%2F7ACbAIb%2F7ACbAIf%2F7ACbAMz%2F1wCbAM%2F%2F1wCcAA%2F%2F1wCcABH%2F1wCcACT%2F7ACcAIL%2F7ACcAIP%2F7ACcAIT%2F7ACcAIX%2F7ACcAIb%2F7ACcAIf%2F7ACcAMz%2F1wCcAM%2F%2F1wCdAA%2F%2F1wCdABH%2F1wCdACT%2F7ACdAIL%2F7ACdAIP%2F7ACdAIT%2F7ACdAIX%2F7ACdAIb%2F7ACdAIf%2F7ACdAMz%2F1wCdAM%2F%2F1wCeAA%2F%2F1wCeABH%2F1wCeACT%2F7ACeAIL%2F7ACeAIP%2F7ACeAIT%2F7ACeAIX%2F7ACeAIb%2F7ACeAIf%2F7ACeAMz%2F1wCeAM%2F%2F1wCfAA%2F%2FhQCfABH%2FhQCfACIAKQCfACT%2FhQCfACb%2F1wCfACr%2F1wCfADL%2F1wCfADT%2F1wCfAET%2FmgCfAEb%2FmgCfAEf%2FmgCfAEj%2FmgCfAEr%2F1wCfAFD%2FwwCfAFH%2FwwCfAFL%2FmgCfAFP%2FwwCfAFT%2FmgCfAFX%2FwwCfAFb%2FrgCfAFj%2FwwCfAF3%2F1wCfAIL%2FhQCfAIP%2FhQCfAIT%2FhQCfAIX%2FhQCfAIb%2FhQCfAIf%2FhQCfAIn%2F1wCfAJT%2F1wCfAJX%2F1wCfAJb%2F1wCfAJf%2F1wCfAJj%2F1wCfAJr%2F1wCfAKL%2FmgCfAKP%2FmgCfAKT%2FmgCfAKX%2FmgCfAKb%2FmgCfAKf%2FmgCfAKj%2FmgCfAKn%2FmgCfAKr%2FmgCfAKv%2FmgCfAKz%2FmgCfAK3%2FmgCfALT%2FmgCfALX%2FmgCfALb%2FmgCfALf%2FmgCfALj%2FmgCfALr%2FmgCfALv%2FwwCfALz%2FwwCfAL3%2FwwCfAL7%2FwwCfAMP%2F1wCfAMT%2FmgCfAMz%2FhQCfAM%2F%2FhQCgAA%2F%2B9gCgABH%2B9gCgACT%2FmgCgADv%2F1wCgAD3%2F7ACgAIL%2FmgCgAIP%2FmgCgAIT%2FmgCgAIX%2FmgCgAIb%2FmgCgAIf%2FmgCgAMz%2B9gCgAM%2F%2B9gCiAAX%2F7ACiAAr%2F7ACiAMv%2F7ACiAM7%2F7ACjAAX%2F7ACjAAr%2F7ACjAMv%2F7ACjAM7%2F7ACkAAX%2F7ACkAAr%2F7ACkAMv%2F7ACkAM7%2F7AClAAX%2F7AClAAr%2F7AClAMv%2F7AClAM7%2F7ACmAAX%2F7ACmAAr%2F7ACmAMv%2F7ACmAM7%2F7ACnAAX%2F7ACnAAr%2F7ACnAMv%2F7ACnAM7%2F7ACqAAX%2F7ACqAAr%2F7ACqAFn%2F1wCqAFr%2F1wCqAFv%2F1wCqAFz%2F1wCqAF3%2F7ACqAL%2F%2F1wCqAMv%2F7ACqAM7%2F7ACrAAX%2F7ACrAAr%2F7ACrAFn%2F1wCrAFr%2F1wCrAFv%2F1wCrAFz%2F1wCrAF3%2F7ACrAL%2F%2F1wCrAMv%2F7ACrAM7%2F7ACsAAX%2F7ACsAAr%2F7ACsAFn%2F1wCsAFr%2F1wCsAFv%2F1wCsAFz%2F1wCsAF3%2F7ACsAL%2F%2F1wCsAMv%2F7ACsAM7%2F7ACtAAX%2F7ACtAAr%2F7ACtAFn%2F1wCtAFr%2F1wCtAFv%2F1wCtAFz%2F1wCtAF3%2F7ACtAL%2F%2F1wCtAMv%2F7ACtAM7%2F7ACyAAX%2F7ACyAAr%2F7ACyAFn%2F1wCyAFr%2F1wCyAFv%2F1wCyAFz%2F1wCyAF3%2F7ACyAL%2F%2F1wCyAMv%2F7ACyAM7%2F7AC0AAX%2F7AC0AAr%2F7AC0AFn%2F1wC0AFr%2F1wC0AFv%2F1wC0AFz%2F1wC0AF3%2F7AC0AL%2F%2F1wC0AMv%2F7AC0AM7%2F7AC1AAX%2F7AC1AAr%2F7AC1AFn%2F1wC1AFr%2F1wC1AFv%2F1wC1AFz%2F1wC1AF3%2F7AC1AL%2F%2F1wC1AMv%2F7AC1AM7%2F7AC2AAX%2F7AC2AAr%2F7AC2AFn%2F1wC2AFr%2F1wC2AFv%2F1wC2AFz%2F1wC2AF3%2F7AC2AL%2F%2F1wC2AMv%2F7AC2AM7%2F7AC4AAX%2F1wC4AAr%2F1wC4AMv%2F1wC4AM7%2F1wC6AAX%2F7AC6AAr%2F7AC6AFn%2F1wC6AFr%2F1wC6AFv%2F1wC6AFz%2F1wC6AF3%2F7AC6AL%2F%2F1wC6AMv%2F7AC6AM7%2F7AC%2FAAUAUgC%2FAAoAUgC%2FAA%2F%2FrgC%2FABH%2FrgC%2FACIAKQC%2FAMsAUgC%2FAMz%2FrgC%2FAM4AUgC%2FAM%2F%2FrgDAAAX%2F7ADAAAr%2F7ADAAFn%2F1wDAAFr%2F1wDAAFv%2F1wDAAFz%2F1wDAAF3%2F7ADAAL%2F%2F1wDAAMv%2F7ADAAM7%2F7ADBAAUAUgDBAAoAUgDBAA%2F%2FrgDBABH%2FrgDBACIAKQDBAMsAUgDBAMz%2FrgDBAM4AUgDBAM%2F%2FrgDDAC0AewDIADf%2FrgDJADf%2FrgDKACT%2FcQDKADcAKQDKADkAKQDKADoAKQDKADwAFADKAET%2FrgDKAEb%2FhQDKAEf%2FhQDKAEj%2FhQDKAEr%2FwwDKAFD%2FwwDKAFH%2FwwDKAFL%2FhQDKAFP%2FwwDKAFT%2FhQDKAFX%2FwwDKAFb%2FwwDKAFj%2FwwDKAIL%2FcQDKAIP%2FcQDKAIT%2FcQDKAIX%2FcQDKAIb%2FcQDKAIf%2FcQDKAJ8AFADKAKL%2FhQDKAKP%2FrgDKAKT%2FrgDKAKX%2FrgDKAKb%2FrgDKAKf%2FrgDKAKj%2FrgDKAKn%2FhQDKAKr%2FhQDKAKv%2FhQDKAKz%2FhQDKAK3%2FhQDKALT%2FhQDKALX%2FhQDKALb%2FhQDKALf%2FhQDKALj%2FhQDKALr%2FhQDKALv%2FwwDKALz%2FwwDKAL3%2FwwDKAL7%2FwwDKAMT%2FhQDLACT%2FcQDLADcAKQDLADkAKQDLADoAKQDLADwAFADLAET%2FrgDLAEb%2FhQDLAEf%2FhQDLAEj%2FhQDLAEr%2FwwDLAFD%2FwwDLAFH%2FwwDLAFL%2FhQDLAFP%2FwwDLAFT%2FhQDLAFX%2FwwDLAFb%2FwwDLAFj%2FwwDLAIL%2FcQDLAIP%2FcQDLAIT%2FcQDLAIX%2FcQDLAIb%2FcQDLAIf%2FcQDLAJ8AFADLAKL%2FhQDLAKP%2FrgDLAKT%2FrgDLAKX%2FrgDLAKb%2FrgDLAKf%2FrgDLAKj%2FrgDLAKn%2FhQDLAKr%2FhQDLAKv%2FhQDLAKz%2FhQDLAK3%2FhQDLALT%2FhQDLALX%2FhQDLALb%2FhQDLALf%2FhQDLALj%2FhQDLALr%2FhQDLALv%2FwwDLALz%2FwwDLAL3%2FwwDLAL7%2FwwDLAMT%2FhQDMACb%2FmgDMACr%2FmgDMADL%2FmgDMADT%2FmgDMADf%2FcQDMADj%2F1wDMADn%2FhQDMADr%2FhQDMADz%2FhQDMAIn%2FmgDMAJT%2FmgDMAJX%2FmgDMAJb%2FmgDMAJf%2FmgDMAJj%2FmgDMAJr%2FmgDMAJv%2F1wDMAJz%2F1wDMAJ3%2F1wDMAJ7%2F1wDMAJ%2F%2FhQDMAMP%2FmgDNACT%2FcQDNADcAKQDNADkAKQDNADoAKQDNADwAFADNAET%2FrgDNAEb%2FhQDNAEf%2FhQDNAEj%2FhQDNAEr%2FwwDNAFD%2FwwDNAFH%2FwwDNAFL%2FhQDNAFP%2FwwDNAFT%2FhQDNAFX%2FwwDNAFb%2FwwDNAFj%2FwwDNAIL%2FcQDNAIP%2FcQDNAIT%2FcQDNAIX%2FcQDNAIb%2FcQDNAIf%2FcQDNAJ8AFADNAKL%2FhQDNAKP%2FrgDNAKT%2FrgDNAKX%2FrgDNAKb%2FrgDNAKf%2FrgDNAKj%2FrgDNAKn%2FhQDNAKr%2FhQDNAKv%2FhQDNAKz%2FhQDNAK3%2FhQDNALT%2FhQDNALX%2FhQDNALb%2FhQDNALf%2FhQDNALj%2FhQDNALr%2FhQDNALv%2FwwDNALz%2FwwDNAL3%2FwwDNAL7%2FwwDNAMT%2FhQDPACb%2FmgDPACr%2FmgDPADL%2FmgDPADT%2FmgDPADf%2FcQDPADj%2F1wDPADn%2FhQDPADr%2FhQDPADz%2FhQDPAIn%2FmgDPAJT%2FmgDPAJX%2FmgDPAJb%2FmgDPAJf%2FmgDPAJj%2FmgDPAJr%2FmgDPAJv%2F1wDPAJz%2F1wDPAJ3%2F1wDPAJ7%2F1wDPAJ%2F%2FhQDPAMP%2FmgAAAB4BbgABAAAAAAAAADQAagABAAAAAAABABIAxQABAAAAAAACAAcA6AABAAAAAAADACcBQAABAAAAAAAEABIBjgABAAAAAAAFAAwBuwABAAAAAAAGABEB7AABAAAAAAAHAFICpAABAAAAAAAIABQDIQABAAAAAAALABwDcAABAAAAAAAMAC4D6wABAAAAAAANAC4EeAABAAAAAAAOACoE%2FQABAAAAAAAQAAkFPAABAAAAAAARAAgFWAADAAEECQAAAGgAAAADAAEECQABACQAnwADAAEECQACAA4A2AADAAEECQADAE4A8AADAAEECQAEACQBaAADAAEECQAFABgBoQADAAEECQAGACIByAADAAEECQAHAKQB%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%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAIACAAK%2F%2F8ADwAAAAEAAAAAyYlvMQAAAADJTOp9AAAAAMnt2GI%3D%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Open%20Sans%27%3B%0Afont%2Dstyle%3A%20italic%3B%0Afont%2Dweight%3A%20400%3B%0Asrc%3A%20url%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAQAQAABAAARkZUTVzakEwAAIZUAAAAHE9TLzKhTLaOAAABiAAAAGBjbWFwjOjcmQAABUAAAAGyY3Z0IA7AFxkAAA%2B0AAAAoGZwZ21%2BYbYRAAAG9AAAB7RnYXNwABUAIwAAhkQAAAAQZ2x5Zr%2FLVRcAABIEAABJAGhlYWT4qxTOAAABDAAAADZoaGVhDj8E%2FgAAAUQAAAAkaG10eGTdQjIAAAHoAAADWGtlcm4Mlg8JAABbBAAAIwRsb2NhW7BKSgAAEFQAAAGubWF4cAJdAPoA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60YBIyIzHxwzG1UWMxVVEQEPVRAzD1UPD08PAh8Pzw8CDw%2F%2FDwIGAgEAVQEzAFVvAH8ArwDvAAQQAAGAFgEFAbgBkLFUUysrS7gH%2F1JLsAlQW7ABiLAlU7ABiLBAUVqwBoiwAFVaW1ixAQGOWYWNjQBCHUuwMlNYsCAdWUuwZFNYsBAdsRYAQllzcysrXnN0dSsrKysrdCtzdCsrKysrKysrKysrKytzdCsrKxheAAAABhQAFwBOBbYAFwB1BbYFzQAAAAAAAAAAAAAAAAAABEgAFACRAAD%2F7AAAAAD%2F7AAAAAD%2F7AAA%2FhT%2F7AAABbYAF%2FyU%2F%2Bv%2Bhf5e%2Fqj%2F6wAW%2FrwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAiwCBAN0AmACPAI4AmQCIAIEBDwAAAAAAAAAAAAAALgBMAKQBDAF6AeYB%2BgIcAjwCZgKGApwCrgLKAuADHAM%2BA3oDzAQIBE4EpgTEBSgFfgWuBdoF%2FAYaBj4GjgcKBzoHiAfAB%2FYIJAhKCJIIugjOCPIJHAk2CW4JmgnaCg4KWgqYCuQLBAs2C1oLmgvCC%2BIMCgwmDDoMVgxyDIQMnAzmDTINZg2yDfwORg7ODw4PMA9mD5YPqBAAEDoQdhDCERARQBGIEcgSABIiEmYSjhLGEu4TOBNKE5QTxhPGE%2FAUNhSAFNAVGhU6FaQVzhY%2BFnwWshbIFtAXQBdSF4AXsBfiGCIYPBh6GKQYrhjSGPIZIBlUGWoZgBmWGeQZ9hoIGhoaLBpAGloapBqwGsIa1BrmGvobDBseGzAbRBuQG6IbtBvGG9gb6hv%2BHCochhyYHKocvBzQHOIdHh2QHaIdtB3GHdgd6h38HoAejB6eHrAewh7UHuYe%2BB8KHx4fgh%2BUH6YfuB%2FKH9wf7iAgIH4gkCCiILQgxiDYISghOiFMIaQiGCI8Im4inCKuIsAi2CLyIwgjLiNWI3ojlCOyI9Ij6CQcJIAAAAACACv%2F4wIrBbYABAAQABhACwICDgQDDghPWQ4WAD8rABg%2FEjkvMTAJASMSEwE0NjMyFhUUBiMiJgIr%2Fu5tMX%2F%2Bz09ELThOQjE3Bbb73QEzAvD6mExYNzZEXjgAAAIA4QOmA0IFtgADAAcADbQGAgcDAwA%2FM80yMTABAyMTIQMjEwHlmWtIAhmaa0gFtv3wAhD98AIQAAAAAAIAPwAABTsFtgAbAB8AM0AYAB8QEBkVERETBAgMDAEcDQ0KFxMDBgoSAD8zPzMSOS8zMzMRMzMROS8zMzMRMzMxMAEDIQchAyMTIQMjEyE3IRMhNyETMwMhEzMDIQcBIRMhBAxiAR0N%2Fst9i4H%2B0X%2BFef77DQEcZf7rDQEte4t9ATF%2FhX0BCAz8xQEvYP7RA4P%2BrIH%2BUgGu%2FlIBroEBVH8BtP5MAbT%2BTH%2F%2BrAFUAAAAAwBI%2F4kELwYQAB4AJQAsADpAHx8MAykiLBwNJQYGEwYMS1kbJhMmS1kWEwYTBhMVBRUALy8SOTkvLxEzKxEAMysREgAXOTIRMzEwARQGDwEjNyYnNR4BMxMuATU0Nj8BMwcWFwcmJwMeAQE%2BATU0JicDDgEVFBYXA67hxTGFMcN4UrtJYot92L8nhSeffD95f16Vf%2F53a35CUQhsdkVJAeyiyhbh3w46miktAcQxlXKfwBGwsgxAhz8J%2Fkg3jP6iDXxcNlQgAkoLdGI1WRoAAAUAqP%2FsBfwFywADAA8AHgArADoAJUASBBwcAyUxMQIDBgIYHzgHChUZAD8zPzM%2FPxI5LzMROS8zMTAJASMBAyIOARUUMzI2EjU0FxQCDgEjIiY1NBI2MzIWASIOARUUMzI%2BAjU0FxQCDgEjIiY1NBI2MzIWBbz7w5gEPiFDaT9qQWhFiz9ljVZuemWscnR4%2FCNCakBrNFQ%2FJoxAZYxXbXplrHJ0eAW2%2BkoFtv1Ogfh0rYIBC2eml2v%2B%2FrFjlZGmATGYjwJcfvl3rE%2BVyUemmGz%2B%2FbBilpGmATGYkAADAEL%2F7AUfBc0ACwAWADUAMEAbKioaBRAnBA8oMC0EHy8SHwBKWR8EMwxKWTMTAD8rABg%2FKwAYPxIXORc5OS8xMAEiBhUUFz4CNTQmATI2NwEOAhUUFiU0NjcmNTQ2MzIWFRQOAgcBNjczBgcTIycOASMiJgLhaXRSi2g%2BVf6lV6Jy%2Fs6AcDuF%2Fti01WfUr5WvQW6RUQEWf0ioZbbLyXV43ImoygVEeG54c0dOXDpNWfszQlsBsUNidUlqgd%2BU22alkKTJnoVOdmJSKv57brnssP7ypmRWwAABAOEDpgHlBbYAAwAJsgIDAwA%2FzTEwAQMjEwHlmWtIBbb98AIQAAAAAQBS%2FrwC5wW2AAsACrMDAwonAD8%2FMTATEBIBMwoBERATIwJS8AEInfb7coOTARABUwJAARP%2B8v2o%2FsL%2Brf79AQoAAAAB%2F2D%2BvAH0BbYACgAKswgDBCcAPz8xMAEQAgEjABEQAzMSAfTz%2FvucAfBxg5IDYP6r%2Fb%2F%2B8gInAn0BVQEB%2FvMAAQDXAmoEgQYbAA4AC7MGBg4AAD8zLzEwAQMlByUTBwMBJwElNwUTA1Z7AaYI%2Fne0pnH%2B%2FnQBNf6LNwFzKQX4%2FoESnS%2F%2BgTQBlv6oeQEcbZq5AZAAAQB%2FAQgEFwSgAAsADrQJAQEGAgAvMzMRMzEwASE1IREzESEVIREjAgT%2BewGFjQGG%2FnqNAouOAYf%2BeY7%2BfQAAAAH%2FnP74ASsA7gAGAAixBAAAL80xMCUXBgcjEjcBIwhxnYF%2BTu4X6%2FQBHtgAAQA3AdUCOQJzAAMACLEAAQAvMzEwEzchBzcjAd8iAdWengAAAQAr%2F%2BMBIwDyAAsADLUJA09ZCRYAPysxMDc0NjMyFhUUBiMiJitRRys1UEQuNkpNWzQ1R180AAAB%2F6IAAAN9BbYAAwAKswMDAhIAPz8xMAkBIwEDffzTrgMtBbb6SgW2AAAAAAIAef%2FsBEQFzQAMABkAF0AMCw1LWQsHBBRLWQQZAD8rABg%2FKzEwARACBCMiAjUQEiQzIAUiBgIVFBYzMjYSNRAERJ3%2B8bOwvKQBDa0Bbf6JccB3ZG9zvHED9v7Z%2Fhj7AP%2FyAQ4B6fmQ5%2F5h2Ky45AGs7wFDAAAAAAEBLwAAA4UFtgAKABC2BAcBCQYBGAA%2FPxI5OTEwISMTEjcGDwEnATMCTKzEOx0yWbJQAcGVA5EBBWI1Om5%2FARwAAAAAAQAMAAAENwXLABsAHEAOAhoRC0tZEQcBGkxZARgAPysAGD8rEQAzMTApATcBPgM1NCYjIgYHJzYzMhYVFA4BBwEVIQOP%2FH0fAdFmlWEveGdNk1lSv96wzU%2B3y%2F6gAqaTAaRdjX17S2N0OURzmrGbb7rQsf7NCAAAAQAv%2F%2BwEMQXLACgALUAXAxgZGRhLWRkZCyYmIEtZJgcLEUtZCxkAPysAGD8rERIAORgvKxESADkxMAEUBgcVHgEVFA4BIyInNR4BMzI2NTQmKwE3MzI2NTQmIyIGByc2MzIWBDHKs3yOfO6k0q9e0lWitJ6Ngx%2BLpdp0Y1CaYlDD5bPEBIec2SAJF6d9hctyT6QxNZ%2BKg4eProxcbDZCdpCuAAACABAAAARMBb4ACgATACVAEgYTDwcBBRMFTFkJExMDBwYDGAA%2FPxI5LzMrEQAzETMRMzEwASMDIxMhNwEzAzMhNhITIw4BBwEEK%2BlIpEr9cB0DQsTP6P51LkBUCBFjF%2F3rAU7%2BsgFOngPS%2FCncATIBJB2HHf2PAAABAFD%2F7ARIBbYAHAAtQBcbBwAAEk1ZAAAHFxcaTFkXBgcMS1kHGQA%2FKwAYPysREgA5GC8rERIAOTEwATIWFRQGBCMiJzUWMzI2NTQmIyIGBycTIQchAzYCVrbXkv76scGJpKq%2F1pODMGJaSsUCnCH99n9XA33RsqH0eU%2BkZsCsfpMNGDkCrJn%2BSRcAAAIAhf%2FsBFoFywAaACgALUAXDRgFESFNWRERGAUFCktZBQcYG0tZGBkAPysAGD8rERIAORgvKxESADkxMBM0GgEkMzIXByYjIgADMz4BMzIWFRQCBiMiJgUyPgE1NCMiDgIVFBaFec4BHrhvSSNEZtT%2B30QIO69qmrSF5JO2xwGPXpNR3UJ8YDB5AajRAZwBI5MXkRb%2B1v7aT17FrKH%2B9Y3mWWy%2Bcfg5X3JiiZ4AAAAAAQCuAAAEeQW2AAYAFkAKBQIAGAMCTFkDBgA%2FKwAYPxEzMTAzASE3IQcBrgMA%2FTEfA3sb%2FQQFIZWL%2BtUAAwBg%2F%2BwEVgXNABkAJQAxADJAGxMGKSMEDQAsGktZLCwNAAAmS1kABw0gS1kNGQA%2FKwAYPysREgA5GC8rERIAFzkxMAEyFhUUBgceARUUDgEjIiY1NDY3LgE1ND4BAw4BFRQWMzI2NTQmEyIGFRQWFz4BNTQmAuWuw5y8f2p44Zi%2B2L7JX1Ftxgq5mYpwi6ZoCHKITlihhnMFza2VgcBQTq5zer9mxamU2ExFl2Bvr2H87zynd2t%2BlHpjlgK9g25SfDY8j2ZaagACAGL%2F7AQrBcsAGgAoAC1AFw4FGCERTVkhIQUYGBtLWRgHBQpLWQUZAD8rABg%2FKxESADkYLysREgA5MTABFAoBBCMiJzUWMzISEyMOASMiJjU0EjYzMhYlIgYVFBYzMj4CNTQmBCtwt%2F78rIhqhnDK%2BkAKM6NjqbiB55C0x%2F5%2FlrZtbEyAWSl2BArC%2Flf%2B2Ywini8BGgEsS1fFvpkA%2F4%2FlV%2BKxfIQ5anpag5kAAgAr%2F%2BMBwwRkAAsAFgAXQAwPFE9ZDxAJA09ZCRYAPysAGD8rMTA3NDYzMhYVFAYjIiYTNDYzMhUUBiMiJitRRys1UEQuNqBQR2FTQS42Sk1bNDVHXzQDpU1baEldNQAAAv%2Bc%2FvgBwwRkAAYAEQAVQAkEQAYKD09ZChAAPysAGC8azjEwJRcGByMSNxM0NjMyFRQGIyImASMIcZ2Bfk5jUEdhU0EuNu4X6%2FQBHtgCzk1baEldNQAAAAEAeQDyBBAE2QAGABdACQECBQUGBAMAAwAvLxEzMjkRMzMxMCUBNQEVCQEEEPxpA5f9FQLr8gGmYgHflf6N%2FrgAAAAAAgB%2FAbwEFwPlAAMABwAStwUABAEEBAABAC8zMy9dMzEwEzUhFQE1IRV%2FA5j8aAOYA1qLi%2F5ijo4AAAAAAQB5APIEEATZAAYAG0ALBQQBAQMABgIDBgMALy8RMxEzEjkRMzMxMBMJATUBFQF5Aun9FwOX%2FGkBiQFIAXOV%2FiFi%2FloAAAAAAgCe%2F%2BMDmgXLABoAJgAlQBIHEQAAJBEkHk9ZJBYRCklZEQQAPysAGD8rERIAORgvEjkxMAE%2BATc%2BAjU0JiMiBgcnPgEzMhYVFAYHDgEHAzQ2MzIWFRQGIyImAQQWZXOAUC5nYFGUQj1cyFKnuIOgfVgX7VBHLDVTQS42AZOCp1tkWGQ%2BXWUzH4EzMqiae894W3Fo%2FrdNWzQ1SV00AAAAAAIAb%2F9GBo8FtAA1AEEAKkATJisHCTYQGD09BAkQCRAJKx8yAwA%2FM8Q5OS8vETMzETMRMxI5ETMxMAEUAgYjIicjBiMiJjU0PgEzMhYXDgEXFDMyPgE1NAAjIgQCFRAAITI3FQYjIAAREBIkITIEEgUiDgEVFBYzMhsBJgaPbsh6xRAIb7Rzg4jxjEF9WEBEA2ZOf0r%2FAPLk%2FpvFAR8BCsXf2%2BD%2Bxv6X%2FQGyAQ2%2FARSR%2FUpeoFxCQbtVRj8DVLP%2B3qS4uJeGnf6QGCTy%2FC51hul%2F7wEA1v6H5P7y%2FtdWf1oBcQFBAQUBwfaX%2FuxfbsRyXVMBOwECFwAAAv%2BLAAAEEAW2AAcADgAdQA4LBA4BSVkODgMEAwcDEgA%2FMz8SOS8rEQAzMTABIQMjATMTIwsBJicOAQMDLf4Q9b0DH664qksjGAUlV84B0f4vBbb6SgJtASuzq1iu%2Fn0AAwBWAAAEsgW2AA4AFwAgAC1AFwUgDw8gSlkPDw0ODhdKWQ4DDRhKWQ0SAD8rABg%2FKxESADkYLysREgA5MTABIBEUBgcVHgEVFAQjIQETMzI2NTQmKwEDITI2NTQmKwEDAgGwrp5ze%2F7Q%2F%2F4xATUn%2BJy6hY%2FT%2BgEKtcKVjOwFtv6wjcIdCiCdbtTxBbb9jpJ%2BaGf7bqGTdHsAAAAAAQCW%2F%2BwFCgXLABgAF0AMFABJWRQEDQdJWQ0TAD8rABg%2FKzEwASIEAhUUFjMyNxUOASMiABEQEiQzMhcHJgOurv7tocOri7dWnG7y%2FuzTAWThxZdFigUzwv6J3bvfOZUfHAErAQIBBQHB7FCNRQAAAAIAVgAABRQFtgAJABMAF0AMBhJKWQYDBRNKWQUSAD8rABg%2FKzEwARACBCkBASEgAAEyJBI1NCYrAQMFFNL%2Bev76%2FqABNQFWARQBH%2FytygEyo87HsvoDbf77%2FnDYBbb%2B1fwItwFO19fd%2B3AAAAEAVgAABGoFtgALACZAFAYJSVkGBgECAgVJWQIDAQpJWQESAD8rABg%2FKxESADkYLysxMCkBASEHIQMhByEDIQM1%2FSEBNQLfIP3KYgIPHf3vcgI1BbaZ%2FiuY%2FegAAQBWAAAEagW2AAkAHUAPBglJWQYGAgESAgVJWQIDAD8rABg%2FEjkvKzEwISMBIQchAyEHIQECrAE1At8e%2FchuAhAg%2Fe8Ftpn965kAAAEAlv%2FsBU4FywAdACZAFAAdSVkAAAQLCxJJWQsEBBlJWQQTAD8rABg%2FKxESADkYLysxMAEhAwYjIAAREBIkMzIWFwcuASMiBAIVFBYzMjcTIQM1Acua2Mv%2B%2BP7bywFo23XNaEJNsWqp%2FuuazbiaamD%2B3wL%2B%2FTlLASEBAwENAbn1KCyYIjLL%2FpThvtonAbwAAAEAVgAABXMFtgALABpADQgDSVkICAUKBgMBBRIAPzM%2FMxI5LysxMCEjEyEDIwEzAyETMwQ9p4%2F9bJGqATWqgwKUhagCsP1QBbb9kgJuAAAAAQBWAAACNQW2AAMACrMBAwASAD8%2FMTAzATMBVgE3qP7JBbb6SgAAAAH%2Bwf5%2FAjUFtgAMABG3CQMABUlZACIAPysAGD8xMAMiJzcWMzI2NwEzAQKmaTAGRUxkgxkBM6r%2By0%2F%2BfxmTFH14Bar6RP6FAAEAVgAABSsFtgANABVACQoEBwsIAwEHEgA%2FMz8zEjk5MTAhIyYCJwcDIwEzAwEzAQQKukiVSK59qgE1qpcCvNH9gbUBZbeD%2FbIFtv06Asb9gwAAAAEAVgAAA1YFtgAFABG3AQMAA0lZABIAPysAGD8xMDMBMwEhB1YBNar%2B7AI1IQW2%2BuSaAAABAFQAAAa4BbYAFAAZQAwKAhMDBwwIAwAPBxIAPzMzPzMSFzkxMCEDIw4BBwMjATMTMwEhASMaATcjAQKkpggHKxC%2BogE19JUJApMBCv7Rrn6GGwb9MwUQSPtK%2FH0FtvtMBLT6SgJOAndN%2Bu4AAAAAAQBUAAAFqAW2AA8AFUAJAwsHDggDAQcSAD8zPzMSOTkxMCEjASMGBwMjATMBMzY3EzMEc7X%2BNAYgKqyiATW0AcsGHiqupATH3cX82wW2%2BzzgtQMvAAAAAAIAlv%2FsBYMFzQANABsAF0AMCw5JWQsEBBVJWQQTAD8rABg%2FKzEwARACBCMgABEQEiQzMgAlIgYCFRQWMzI2EjU0JgWDsP641%2F8A%2FuLAAU%2FS9AEY%2Feed%2BInEqJjxjLwDi%2F7z%2FlfpASsBDgEIAbTs%2Fsycyv6Y2sffwwFs3cffAAAAAgBWAAAEhwW2AAoAEwAdQA8LBEpZCwsHBhIHE0pZBwMAPysAGD8SOS8rMTABFAAhIwMjASEyFgEzMjY1NCYrAQSH%2Frj%2Bw4d7qgE1AUrW3P0Thdjgi5CjBD34%2Fvr9wQW2vf3YtrB9bwACAJb%2BpAWDBc0ADQAfACNAER8QHRAHFwBJWRcEEAdJWRATAD8rABg%2FKxESADkYEMYxMAEiBgIVFBYzMjYSNTQmAQcjIAAREBIkMzIAERAABwEjA2qd%2BInEqJ7yhbz%2BxBEQ%2FwD%2B4sABT9L0ARj%2B6uwBEtsFNcr%2BmNrH38gBadvH3%2Fq5AgErAQ4BCAG07P7M%2FvL%2Bs%2F4aTv6aAAIAVgAABIkFtgALABUAJkATCAAODgBKWQ4OAwoCEgMMSVkDAwA%2FKwAYPzMSOS8rERIAOTEwAQMjASEgERAFEyMLAQIHMzI2NTQmIwGBgaoBNQFAAb7%2BkO%2B60WlmDqjB0IeYAmD9oAW2%2FpL%2BpGX9eQJgAsH%2BEkGqn3ltAAABACf%2F7AQjBcsAJgAgQBAfDBUDFRxJWRUEAwlJWQMTAD8rABg%2FKxESADk5MTABFAQjIiYnNRYzMjY1NCYnLgE1NCQzMhYXBy4BIyIGFRQeARceAgOR%2Fuf%2FaqFHorKivmmPl3UBCNdjq19CQqRFhqMiSmmTZzUBqNPpHSKqVJeETndRVap0u%2BsmLpYmLIt3Nk1EPVhkeQAAAAEAugAABLQFtgAHABZACgESBwMEA0lZBAMAPysRADMYPzEwISMBITchByEB56wBFf5qIQPZHv5oBR%2BXlwAAAAABAKT%2F7AV%2FBbYAFQAUQAkVCgMEEUlZBBMAPysAGD8zMTABAwIEIyImNTQ3EzMDBhUUFjMyNjcTBX%2FNN%2F7j9ubeGL2qvxaSkay%2FLM0Ftvw6%2Fvn90MNReANu%2FIVqUnWHr8oDugAAAQC8AAAFHwW2AAsAELYLBgMHAwYSAD8%2FMxEzMTAlNjcBMwEjAzMTFhUB3z1lAd%2B%2F%2FPO0oqphFMWQwgOf%2BkoFtvxexIsAAAAAAQDfAAAHgQW2AB0AGUAMBA8YAwkcEwoDAQkSAD8zPzMzEhc5MTAhIwMmNSMOAQEjAzMTFxQHMzY3ATMTFhUHMzY3ATME6aoxCAYZSP4srj6qHwIKBllDAZWyKwkBCUs4AYO2A8WIkkil%2FA4Ftvx7WGKg84wDYPykmZdT4IIDfQAB%2F5gAAATRBbYACwAVQAkIAgQJBgMBBBIAPzM%2FMxI5OTEwISMDASMJATMTATMBA7y01f4fugJU%2FvmsywG7uv3VAoH9fwMIAq79zQIz%2FUoAAAEAvAAABMMFtgAIABC2AAUBBwMFEgA%2FPzMSOTEwCQEzAQMjEwMzAhkB6cH9jXGsd%2B6qAssC6%2Fxn%2FeMCJQORAAAB%2F%2FAAAASTBbYACQAgQBAHBAIIBQRJWQUDAQhJWQESAD8rABg%2FKxEAMxEzMTApATcBITchBwEhA3X8exwDnP1xIANaGvxkArmJBJKbi%2FtvAAH%2F8P68AvAFtgAHAA61BQIDBgEnAD8zPzMxMAEhASEHIwEzAXP%2BfQF9AYMf4%2F7C4%2F68BvqN%2BiEAAQDdAAACUAW2AAMACrMDAwISAD8%2FMTABEyMDAXfZmtkFtvpKBbYAAAH%2Fav68AmoFtgAHAA61AwQDAAcnAD8zPzMxMAczASM3IQEhd%2BEBQOMeAYX%2BhP58tgXfjfkGAAAAAQA1AikEAgXBAAYADrQFAQAEAgAvLzMRMzEwEwEzASMDATUCVm0BCpHJ%2Fi0CKQOY%2FGgC6%2F0VAAAB%2F0T%2BvAKN%2F0gAAwAIsQECAC8zMTABITchAm%2F81R4DK%2F68jAABAj8E2QOHBiEACAAIsQYBAC%2FNMTABIy4BJzUzFhcDh2g9hxy1K2gE2T26PBWIpwACAGL%2F7ARgBFwAEgAgACdAFAoEDAAFDwgVABpGWQAQDBNGWQwWAD8rABg%2FKwAYPz8REjk5MTABMhYXMzczAyM3IwYjIiY1NBI2AzI2EjU0JiMiBgIVFBYCf1yQKAtDf%2BmFGgizxouejvopYcB4cFtos2ZeBFxjXaz7uNHlxqzQAWTK%2FBu5ASmVZ3qs%2FtqjcnEAAAAAAgA7%2F%2BwEOQYUABUAIgAnQBQLBAAPBwAGFQ8WRlkPEAAdRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMHIwEzBgIHMz4BMzIWFRQCBhMiBgIVFBYzMjYSNTQCIWGTJQpGfQFKqDM3MAldtWCNnon1IGDHdW9pY6toFGZYqgYU8v7%2FrHZvxq3R%2Fp3HA%2BO%2B%2FuCXbnWiASuo4wABAGL%2F7AOqBFwAGAAXQAwHDEZZBxAAE0ZZABYAPysAGD8rMTAFIiY1NBIkMzIXByYjIgYCFRQWMzI2NxUGAfrC1pQBBaOJgy94Y3C5aYV1SIA%2BfBTWw8gBUr0zjTOZ%2Fu%2BggI4oG48%2FAAIAYv%2FsBMMGFAAUACEAJ0AUAwsOAAYACRUAHEZZABAOFUZZDhYAPysAGD8rABg%2FPxESOTkxMAEyFzM2NxMzASM3Iw4BIyImNTQSNgMyNhI1NCYjIgYCFRQCf8JXChEcTqb%2BtosWCGWwXouckPUmXsh1bGdlrWkEWr6bdwFm%2BezRfWjErtYBZML8HbsBI5dvdKX%2B1aXjAAAAAgBi%2F%2BwDtARcABgAIgAmQBQcDkZZHBwABwcZRlkHEAASRlkAFgA%2FKwAYPysREgA5GC8rMTAFIiY1NBI2MzIWFRQEISMHFBYzMjY3FQ4BEyIGBzMyNjU0JgHsuNKV9pSZmv60%2FsshBHuBP4VjXpA0Z7UwDOTzSRTawbwBWcCFd7TNUIOTJDCSLCMD4bynd3E1RgAAAAH%2FG%2F4UA4MGHwAgACpAFgwaCR0QFkZZEAAaHUdZGg8ABUZZABsAPysAGD8rABg%2FKxEAMxEzMTADIic1FjMyNjcTIz8CPgEzMhYXByYjIgYPATMHIwMOAWhFOEAwTFIZ48ENzhcuo6AodCArTD1XXR0Z7hnt6Cei%2FhQVjRZ8cwQ6Q0JkyKUXDoEdYYFsf%2Fu2va4AAAAD%2F4H%2BFARMBFwAKAA1AEMASEAoGzMzDkZZBzlHWQQgCQMHJjMHMwcVKCZAR1kmECgCR1koDxUsR1kVGwA%2FKwAYPysAGD8rERIAOTkYLy8REhc5KysRADMxMAEPARYVFAYjIicGFRQWHwEeARUUBCEiJjU0NjcmNTQ2Ny4BNTQ2MzIXARQWMzI2NTQmLwEOAQEUFjMyPgE1NCYjIg4BBEwZ0ynpwzcdi0I%2FdbWj%2Ftz%2B98LckKFOZls%2FUO%2B6Tkz9SoKAts1sgp94gAEWWlBPdj9YUk51QQRIaxg%2BYL%2FjCDVOKRsIDhaEgLjKk4ZpmjYpUEVjKyB9U8L4FPr1TVp%2FdD5IDhAZfgMSVVlUk1ZSVlGRAAEAOwAABCkGFAAdAB1ADhILFgwAAAsVFgVGWRYQAD8rABg%2FMz8REjkxMCETNjU0IyIOAQcDIwEzDgMHMz4BMzIWFRQHBgMC2ZQSk1mpgSFlqAFKqBIhIykbC163ZIOPFydqArReKZR24Z%2F%2BJwYUUpqfrmZ7apCEPmjB%2FiEAAAAAAgA7AAACHwXfAAMADgAOtQwHAg8BFQA%2FP8QyMTAzIxMzAzQ2MzIVFAYjIibjqOqoeUAzWEMsKDQESAEYOEdaN0wxAAAC%2Fv7%2BFAIdBd8ADAAXABZAChUQCA8ABUZZABsAPysAGD%2FEMjEwAyInNRYzMjcBMwEOAQE0NjMyFRQGIyImh0U2PTp9KwEIpv72JJ0BVEAzVkMsJjT%2BFBWNFs0E2%2FsWq58HTDhHWjdMMQAAAAABADkAAAQhBhQADgAYQAsGDgkBCgABDwUJFQA%2FMz8%2FERI5OTEwCQEzCQEjAwcDIwEzCgEHAUoCDsn%2BKwEnu%2BuYUqoBSqpIci0CLwIZ%2Fi39iwIMe%2F5vBhT%2BsP3sgQAAAAABADkAAAItBhQAAwAKswIAARUAPz8xMDMjATPhqAFMqAYUAAABADsAAAaHBFwALAAnQBMWDwwTDQ8AIQwVJwYTBkZZGhMQAD8zKxEAMxg%2FMzM%2FERI5OTEwIRM2NTQmIyIOAQcDIxMzBzM%2BATMyFhczPgEzMhYVFAcDIxM2NTQmIyIOAQcDAriUEj5LVJ95IWWo6osWCletXHF6CwhWwmN%2FixaQqpQURUpRnncfawK0XilGTnjfnf4lBEjLd2iCdH15iIJEbv1gArRoKj5LdNWS%2FgwAAAEAOwAABCkEXAAZAB1ADg8MEw0PAAwVEwZGWRMQAD8rABg%2FMz8REjkxMCETNjU0JiMiDgEHAyMTMwczPgEzMhYVFAcDAtmUFEdOWamBIWWo6osWCmCzYH%2BTF48CtGgoP0x43p7%2BJQRIy3pli31PZf1gAAAAAgBi%2F%2FAEHQRWAA0AGwAXQAwAEUZZABAHGEZZBxYAPysAGD8rMTABMhYVFAIGIyImNTQSNgE0JiMiBgIVFBYzMjYSAoO%2B3JD2m8DakvgBg31rba1ff3dopl0EVuHFvP6ytuLEvgFPs%2F5xc4%2BU%2Fvmhg4%2BSAQ0AAAAAAv%2FV%2FhQEOQRaABUAIgAnQBQEDAAPCg8JGw8WRlkPEAAdRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMHDgEDIwEzBzM2MzIWFRQCBhMiBgIVFBYzMjYSNTQCIWGSKAoEAw9rpgFQixoIs8GJnor0IGDHdW9pY6toFGRaJhla%2FgMGNNHjw7DU%2Fp7FA%2BO%2B%2FuCXbnWiASuo4wACAGL%2BFARgBFwAFQAiACdAFAQLAA8FDwgbAB1GWQAQDxZGWQ8WAD8rABg%2FKwAYPz8REjk5MTABMhYXMzczASMTNjcjDgEjIiY1NBI2AzI2EjU0JiMiBgIVFAKBXo8lDUN9%2FrCmZQkwCF%2B0YIyfkfcpXMR5bWJlsGgEXGVbrPnMAeAtsHlsw6%2FUAWjC%2FBu4ASKbaXqp%2Ftej4wAAAAABADsAAANoBFwAEgAbQA0OCwAMDwsVAAVGWQAQAD8rABg%2FPxESOTEwATIXByYjIg4BBwMjEzMHMz4CAvBFMyQ1NFufdxxrqOqLFgpIXmcEXA6WDXjVgv4KBEjLX1MtAAABAAj%2F7ANEBFwAJAAgQBAMHgMVFRtGWRUQAwlGWQMWAD8rABg%2FKxESADk5MTABFAYjIic1HgEzMjY1NCYnLgE1NDYzMhcHJyYjIgYVFBYXHgIC393JqYhGokV%2BgEZ0gmzKpaufNjhld11qR29rXS4BN5yvRZ4qLmROOU5ESYxgiqlKiRkrV0U4UD88VmMAAAABAFr%2F7ALbBUQAGgAnQBMQEkAMFQ8SEhVHWRIPBgBGWQYWAD8rABg%2FKxEAMxEzGhgQzTEwJTI3FQ4BIyImNTQ3EyM%2FAjMHIQchAwYVFBYBizdZImQefYUSf6wOuX1iNwESGv7vgRI6dRqBDhR3dkJUAlpJTuT8f%2F2kVy04PAAAAAEAcf%2FsBF4ESAAYABtADQ8SChgPDRUSBUZZEhYAPysAGD8%2FMxI5MTABAwYVFDMyPgE3EzMDIzcjDgEjIiY1NDcTAcOWEpNYqoIiZKbnixYMYrJfgJIWkgRI%2FUlZMo944J4B2%2Fu4y31ii4E%2BbgKkAAABAGIAAAQSBEgACwAOtQkBDwUAFQA%2FMj8zMTAzAzMTEhUzEjcBMwHffahAGAZ%2FNAFFsv2xBEj9m%2F7%2BaAETYAJc%2B7gAAAEAdQAABgYESAAfABlADAUPGQMJHRMKDwAJFQA%2FMz8zMxIXOTEwIQMmPQEjDwEBIwMzExUUBzM2NwEzExYdAQczNhIBMwEDPyAECTJT%2Ft3KK6QSCAYvWgEntiUGAgYcbgEMsv4GAlpeTpx2vf2RBEj9rliTenzGAnX9rqheNSpWAQkCWPu4AAAB%2F7YAAAQGBEgACwAVQAkGAAIHBA8LAhUAPzM%2FMxI5OTEwCQEjAQMzEwEzARMjAdP%2BpsMB2%2B%2BqrgFKwv45%2FKgBsv5OAjUCE%2F5kAZz95f3TAAH%2FO%2F4UBBIESAAYABhACwUPCgAPDxRGWQ8bAD8rABg%2FMxI5MTATMxMWEhUzPgE3ATMBDgEjIic1FjMyNj8BYqhKChMGI2gZAUWy%2FUhdtoBIRD9EUnU3TARI%2Fd9F%2FvNSV%2BIrAmH6%2FqyGFYcSZWOIAAAB%2F%2BMAAAN9BEgACQAgQBAHBAIIBQRHWQUPAQhHWQEVAD8rABg%2FKxEAMxEzMTApATcBITchBwEhArL9MRcCtv4hGwKRHf1YAhN1A1Z9jPzBAAEAG%2F68Ay8FtgAnABlACxsKCgsLJhQSAwAnAD8%2FMzI5LzMSOTEwASImNTQ3PgEnNCM3MjY3Ez4BOwEHIgYHAw4BBxUWFRQPAQYVFBYzFQG6jZcUISUE0SB2jxZEIqerIR9pXBRHHH5olxIvD0lT%2FrxpdzRZkqMVj49XaAFGoICNSVf%2Bv3t6EQUprDtI0zooNTGOAAABAh3%2BEAKoBhQAAwAKswAAAxsAPz8xMAEzESMCHYuLBhT3%2FAAB%2F7b%2BvALBBbYAJwAbQAwcCwsKChQTJgADEycAPz8yETM5LzMSOTEwATIWFRQPAQYVFDMHIgYHAw4BKwE1MjY3Ez4BNzUmNTQ%2FATY1NCYjNwEdkJkVMRDRIXeOFkMkprUNc2gTSBl%2Ba5YSMg5RYxwFtml2MF3bRCuPkFZo%2FrqkfY5IVwFCdX0SBiqpO0jVQSI1MY0AAQBzAlAEMwNUABcAErYPAAaADAMSAC8zMxrNMjIxMAEiBgc1NjMyFhceATMyNjcVBiMiJicuAQFcNoEyYpFFdFZAYTI3gTNkkEh%2BSEtaAslFNJdtHSUbHEI3lm4hICAYAAAAAAL%2F8v6LAfIEXgADAA8AGEALAAAHAyIHDU9ZBxAAPysAGD8SOS8xMAEzAyMBNDYzMhYVFAYjIiYBBG2wzwEIUUYsNVFBMDYCrPvfBStMXDQ2R10zAAEA4f%2FsBCkFywAeAChAFQIeDAkJEU1ZHhhLWR4JHgkBCgcBGQA%2FPxI5OS8vKysRADMRMzEwBSM3LgE1NBI2PwEzBxYXByYjIgYCFRQWMzI2NxUGBwJGfSuEj3%2FmkSN7JXdiL21ucLlphHZIgD57oxTXIs%2BauQE%2BxxWqqAkojjSZ%2Fu%2BgfZIoHI8%2BBAAAAf%2FpAAAEmgXJABsAMUAZCxcYF05ZCBgYEgAABUtZAAcTDxIPTFkSGAA%2FKxEAMxg%2FKxESADkYLzMrEQAzMTABMhcHJiMiBwMhByEHDgEHIQchNzY%2FASM3MxMSA0q4mEKShNUyRQFyGv6NLxZYUALVIfxHG801L8gayUxLBclWhU%2Ft%2Frp%2F22KJK5qNLvPdfwFeAWEAAAIAqAEhBBAEhwAbACcAJEATBQIaFxMQDAkIBxIYFQoEHxUlBwAvM8QyzjIQzjISFzkxMBM0Nyc3FzYzMhc3FwcWFRQHFwcnBiMiJwcnNyY3FBYzMjY1NCYjIgblRIFcf2dycmWBXIFGRn9agWJ1d2J%2FWn9EgY9naJKSaGaQAtN1YoFcgUZGgVqBaHF3Yn9af0RGf1p%2FYHdnj49naJKRAAABAH8AAATsBbYAFgA9QCEKDg8OTVkHDwYSExJNWQMAExUPEx8TAg8TDxMMARUGDBgAPz8zEjk5Ly9dERI5MisRADMRMysRADMxMAkBMwEzByEHIQchAyMTITchNyE3MwMzAkYB67v96%2Bcc%2FtchASkd%2Ftk5mjj%2B3R0BIiH%2B3R3hyqMCywLr%2FP6FoIX%2B9gEKhaCFAwIAAgId%2FhACqAYUAAMABwAXQAoDAwcEBAcAAAcbAD8%2FETkvETkvMTABMxEjETMRIwIdi4uLiwYU%2FPj%2BDfz3AAAAAAIAO%2F%2F4A%2BUGHQAsADgALUAZGTMCLQ8tNjAzJwYeBx4kR1keFQcMR1kHAAA%2FKwAYPysREgAXOREzETMxMBM0NyY1NDYzMhcHJiMiBhUUFhceAhUUBgcWFRQGIyInNR4BMzI2NTQmJy4BAQ4BFRQWFz4BNTQmru53z7C9hDWUdmZ5THxkYjR6b3LkzLB3OKFMhY5lZopwAVRSamWUUF9jAwLJakaFf55EezxRRTFFOCxPZEBhpjhHdpirPZQiLFlVMFIuPYsBURp7RkZeQCx%2BRDxbAAAAAgHJBQ4D6QXTAAoAFQAMsw4DEwgALzPNMjEwATQ2MzIVFAYjIiYlNDYzMhUUBiMiJgHJOC5OOycjLwFsOC9NOycjLwViLkNQMUQsKC5DUDFELAAAAwCL%2F%2BwGagXLABYAJgA2AC1AGQYMABIPDB8MAgASEBICDBIMEhsrIxMzGwQAPzM%2FMxI5OS8vXV0RMxEzMTABIgYVFBYzMjcVDgEjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA6B9hYKAUoFCXjnA0ty%2BgnY8avyXyAFeysUBWtDJ%2FqfNz%2F6iw2muAS2srgEqr67%2B17Cu%2FtavBCOumqmhK3ocFO%2Fc0PU8eDX%2BuMgBXsrC%2FqLQzP6nys8BWsat%2FtOtrgEpsK4BKq%2Bu%2FtcAAAACAKoDFAMMBccAEgAeABtADAkDAAcTDAAEHhoAHwA%2FMj8Q1DLEEjk5MTABMhczNzMDIzcjDgEjIiY1ND4BAzI%2BATU0JiMiBhUUAfJyJwYlVotcDgQoZElNY1OWFj1nRTk5XH0Fx2da%2FWd1OEp4an%2FXe%2F20YrFPPkXOjIsAAgBYAHEDqAO%2BAAYADQAhQA4NBwoGAAMKAwUIAQwFAQAvLzMRMxI5OREzMxEzMzEwEwEXARMHAwUBFwETBwNYAYdO%2FtescecBiwFvVv7lnnHXAkgBdlH%2BuP59MQG6DgGVRf6T%2FqIxAY0AAAAAAQB%2FAQgEFwMZAAUACrICBAUALzMvMTABESMRITUEF4z89AMZ%2Fe8Bg44AAP%2F%2FADcB1QI5AnMSBgAQAAAABACL%2F%2BwGagXLAA8AHwAtADUALUAVJSkpBDUqKgwEIycnLi4MHAQEFAwTAD8zPzMSOS8zEjkREjkvMxE5LzMxMBM0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCJRQGBxMjAyMRIxEzMhYBMzI1NCYrAYvIAV7KxQFa0Mn%2Bp83P%2FqLDaa4BLayuASqvrv7XsK7%2B1q8Dtl9V45XPcX%2Flo53%2BWlzDX2ZaAtvIAV7Kwv6i0Mz%2Bp8rPAVrGrf7Tra4BKbCuASqvrv7XCE5%2BI%2F5%2FAWD%2BoANwfv7llUw%2BAAABAOMGFAQXBpgAAwAIsQECAC8zMTABITchA%2FT87yEDEwYUhAACANcDXgNGBcsADAAYAAyzEAoWAwAvMy8zMTATNDYzMh4BFRQGIyImNxQWMzI2NTQmIyIG17WCU5FUtYODtHF0UlNyc1JQdgSTgLhTkVSAtbWAUHR1T1J1dQAAAAIAfwAABBcEmAALAA8AIUAOCQEBBgILAgsCDQUNDAUALy8zERI5OS8vETMzETMxMAEhNSERMxEhFSERIwE1IRUCBP57AYWNAYb%2Beo3%2BewOYAoONAYj%2BeI3%2Bff8AjY0AAAEAYAJKAvYFyQAXABK3Cg8fAhYWASAAPzMRMz8zMTABITclPgI1NCYjIgcnNjMyFhUUBg8BIQKR%2Fc8XAQhzVyg%2BO1ppO32VbX1pkd0BiwJKauRkY1cvNUBQWmVxXmOhfbsAAAABAHcCOQL0BckAIgAbQAwiEBAREQYYHR8LBiEAPzM%2FMxI5LzMSOTEwAR4BFRQGIyInNRYzMjU0KwE3MzI2NTQmIyIHJzYzMhYVFAcCJUVOtqJ9bH1yzbJaFl9hdEU7Zl43bZ9ygM8EDBFmRYSTOH9IqolrUkc8PURdWHBftDYAAAECFATZA7oGIQAJAAixBAkAL80xMAE%2BATczFQ4BByMCFDiLJb4mzEtpBPQ8tzoVMcw2AAAB%2F9X%2BFARqBEgAGgAgQBASDA8HFw8KFRYbDwJGWQ8WAD8rABg%2FPz8zEjk5MTABFDMyPgE3EzMDIzcjDgEjIicjDgEDIwEzAwYBJ5NZpoMiaaPpixgMXbRicDMJCxdIpAFQqJQSAQqTduCdAd77uM15aGBOjP6iBjT9SVwAAQDH%2FvwEtgYUAA8AGkALBggIDgUBDgNJWQ4ALysAGC8zEjkvOTEwASMRIxEjEQYjIiY1EDYzIQS2ctVzPlTYy9roAi3%2B%2FAZ9%2BYMDMxL6%2BwEE%2FgD%2F%2FwCqAksBogNaEAcAEQB%2FAmgAAAAB%2F1b%2BFADTAAAAEQAMswgDEA8ALzPMMjEwExQGIyInNRYzMjU0Jic3MwcW06KFKS0mHq5OPGVqPYP%2B7GJ2CWQGbi4rCLZ5JgABAQICSgKPBbYACgAOtQkGAyAAHgA%2FPzk5MTABMwMjEzY3DgEHJwIZdrqHcBkhGTJ4MwW2%2FJQCDmd6GStPWgAAAgCoAxQC6QXHAAwAFwANtBMDDQofAD8zxDIxMAEUBiMiJjU0PgEzMhYnIgYVFBYzMjY1NALpsZhxh1SXY3V%2B9WZ1TEVedQTDv%2FCOfXXFboYfr45VVbGQpgAAAAACABcAcwNoA8EABgANAB9ADQAGAwcNCgoDBQgBDAUALzMvMxI5OREzMxEzMzEwCQEnAQM3EyUBJwEDNxMDaP53TgEprHHp%2FnX%2BkFYBGp5x2QHl%2Fo5SAUMBhzL%2BQQ7%2Bb0YBaAFiMv5u%2F%2F8AewAABVIFthAnANMCYgAAECYAe8oAEQcA1AJm%2FbcACbMDAhIYAD81NQD%2F%2FwBCAAAFpAW2ECYAe5IAECcA0wIpAAARBwB0Aq79twAHsgIQGAA%2FNQAAAP%2F%2FAFcAAAXoBckQJgB14AAQJwDTAvgAABEHANQC%2FP23AAmzAwIqGAA%2FNTUAAAL%2F%2FP5xAvgEWAAZACUAI0ARBhkZECMjHU9ZIxAQCUlZECMAPysAGD8rERIAORgvOTEwAQ4BDwEGFRQWMzI2NxcOASMiJjU0Njc%2BATcTFAYjIiY1NDYzMhYCkRZkc1%2BfZ2BQlEI%2BWsZXqLaEn4RRFu5RRys1UEMvNgKogqRdS3%2BUXWYzH4EwNKeafNB3Ym1kAUpNWzQ0R18zAAAA%2F%2F%2F%2FiwAABBAHcxImACQAABEHAEP%2F2AFSAAq0AhAQBSYAKxE1%2F%2F%2F%2FiwAABE0HcxImACQAABEHAHYAkwFSAAq0AhgYBSYAKxE1%2F%2F%2F%2FiwAABDgHcxImACQAABEHAMUAQgFSAAq0AhUVBSYAKxE1%2F%2F%2F%2FiwAABI8HLxImACQAABEHAMcAYAFSAAq0AhgYBSYAKxE1%2F%2F%2F%2FiwAABCsHJRImACQAABEHAGoAQgFSAAy1AwIiIgUmACsRNTUAAP%2F%2F%2F4sAAAQQBwISJgAkAAARBwDGAAIAgQAZQA8DAu8YAd8YAW8YAQ8YARgAEV1dXV01NQAAAv%2BJAAAG3QW2AA8AEwA8QCAKDUlZCgoBBhMDSVkTEwEGBRIJEgYSSVkGAwEOSVkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKzEwKQETIQEjASEHIQMhByEDIQETIwEFqP0fYv5K%2FtvFA6oDqiH9y2QCEBz973MCNv1%2Fk1T%2BTgHR%2Fi8Ftpn%2BK5b95gHVArD9UAAA%2F%2F8Alv4UBQoFyxImACYAABAHAHoCIwAA%2F%2F8AVgAABGoHcxImACgAABEHAEP%2F%2BwFSAAq0AQ0NBSYAKxE1%2F%2F8AVgAABGoHcxImACgAABEHAHYAfQFSAAq0ARUVBSYAKxE1%2F%2F8AVgAABGoHcxImACgAABEHAMUARgFSAAq0ARISBSYAKxE1%2F%2F8AVgAABGoHJRImACgAABEHAGoAQgFSAAy1AgEfHwUmACsRNTUAAP%2F%2FAFYAAAJRB3MSJgAsAAARBwBD%2FsoBUgAKtAEFBQUmACsRNf%2F%2FAFYAAANCB3MSJgAsAAARBwB2%2F4gBUgAKtAENDQUmACsRNf%2F%2FAFYAAAMoB3MSJgAsAAARBwDF%2FzIBUgAKtAEKCgUmACsRNf%2F%2FAFYAAAMpByUSJgAsAAARBwBq%2F0ABUgAMtQIBFxcFJgArETU1AAAAAgBIAAAFFAW2AA0AGwAtQBcaBwgHSVkXCAgFCgoWSlkKAwUbSlkFEgA%2FKwAYPysREgA5GC8zKxEAMzEwARACBCkBEyM3MxMhIAABMiQSNTQmKwEDIQchAwUU0v56%2Fvr%2BoIeVIJaNAVYBFAEf%2FK3KATKjzseybwFKIf62agNt%2Fvv%2BcNgCiZYCl%2F7V%2FAi3AU7X1939%2FJb%2BCv%2F%2FAFQAAAWoBy8SJgAxAAARBwDHAQgBUgAKtAEZGQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwBDAGgBUgAKtAIdHQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwB2ASEBUgAKtAIlJQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwDFANUBUgAKtAIiIgUmACsRNf%2F%2FAJb%2F7AWDBy8SJgAyAAARBwDHAOUBUgAKtAIlJQUmACsRNf%2F%2FAJb%2F7AWDByUSJgAyAAARBwBqAM8BUgAMtQMCLy8FJgArETU1AAAAAQCoATED8AR3AAsAFkAKAwYACQQCCggEAgAvMy8zEhc5MTAJATcJARcJAQcJAScB5%2F7BYgFAAUNj%2FrwBQmH%2Bvf7AYALTAUFj%2FsABQGD%2BvP6%2BYAFA%2FsJgAAMAd%2F%2BsBbYGBAAXACAAKQAjQBMfIx4kBCYYDxhJWQ8EBCZJWQQTAD8rABg%2FKxESABc5MTABEAIEIyInByc3JjUQEiQzMhYXNxcHHgEBIgYCFRQXASYTNCcBFjMyNhIFg7D%2BuNfIhIFwiWrAAU%2FSY59Ig3KVMDL95534iSkC4VrRIf0jW46Y8YwDi%2F7z%2FlfpYKBcqojrAQgBtOw2OaZcuD68AT%2FK%2Fpjah1wDl1j%2BWnZX%2FHFKwwFsAP%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwBDAFgBUgAKtAEXFwUmACsRNf%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwB2ASMBUgAKtAEfHwUmACsRNf%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwDFAMsBUgAKtAEcHAUmACsRNf%2F%2FAKT%2F7AV%2FByUSJgA4AAARBwBqALoBUgAMtQIBKSkFJgArETU1AAD%2F%2FwC8AAAEwwdzEiYAPAAAEQcAdgBUAVIACrQBEhIFJgArETUAAgBWAAAEUgW2AAwAFQAlQBMJFUpZCQkGBw0ESlkNDQYHAwYSAD8%2FEjkvKxESADkYLysxMAEUACEjAyMBMwMzMhYBMzI2NTQmKwEEUv64%2FsGFRqoBNao1oNXd%2FRCH1%2BKMkaYDPfj%2B%2Bv7BBbb%2FAL792bawfm4AAAAAAf8A%2FhQEWAYfAD8ALEAYNhUnAx4MDDlGWQwAHiRGWR4WAAVGWQAbAD8rABg%2FKwAYPysREgAXOTEwAyInNRYzMjY3AT4BMzIWFRQOAQcGFRQXHgIVFAYjIic1HgEzMjY1NC4BJy4BNTQ%2BATc%2BAjU0JiMiBgcBDgGFRTY9MkFUFwEYK%2BLCorQqUYpuXy9sM9m4r10zhz5xiBUuQlhFJT5dUD4iaVl3hhz%2B7iii%2FhQVjxZfbgUiyMaOfTljW2lTRDhCImtxQ6%2FHR6ApM3RlKD44N0VuPDVWR0U4P0MlQEl9gPrpva7%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAQ7EAAAq0AiIiESYAKxE1AAD%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAdkQAAAq0AioqESYAKxE1AAD%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAxfcAAAq0AicnESYAKxE1AAD%2F%2FwBi%2F%2BwEYAXdEiYARAAAEQYAxxIAAAq0AioqESYAKxE1AAD%2F%2FwBi%2F%2BwEYAXTEiYARAAAEQYAav0AAAy1AwI0NBEmACsRNTX%2F%2FwBi%2F%2BwEYAaBEiYARAAAEQYAxtoAAAy1AwIkJBEmACsRNTUAAwBi%2F%2BwGWARcACoAOABCAEJAJBUYAwYEChE8IUZZPDwFFg8FFTkyETJGWRoRECUrCitGWQAKFgA%2FMysRADMYPzMrEQAzGD8%2FEjkvKxESABc5MTAFIiYnByM3Iw4BIyImNTQSNjMyFhczNzMHNjMyFhUUBCEjBxQWMzI2NxUGJTI2EjU0JiMiBgIVFBYBIgYHMzI2NTQmBI1soygfchoIbaVfeoqN8o5SficLQ20fe9F3k%2F6z%2Fs4nBH2DN3t1pPxrX7t3W01jsGRKA9V1vC8O4vVGFE9Qi9GEYcaqzgFmzGFfrJKmiHS2y1CDkyEzlkuLtwEqlmd6rf7epHJzA1a9pnVvPUIAAAD%2F%2FwBi%2FhQDqgRcEiYARgAAEAcAegF9AAD%2F%2FwBi%2F%2BwDtAYhEiYASAAAEQYAQ4IAAAq0AiQkESYAKxE1AAD%2F%2FwBi%2F%2BwD7wYhEiYASAAAEQYAdjUAAAq0AiwsESYAKxE1AAD%2F%2FwBi%2F%2BwDxgYhEiYASAAAEQYAxdAAAAq0AikpESYAKxE1AAD%2F%2FwBi%2F%2BwDvQXTEiYASAAAEQYAatQAAAy1AwI2NhEmACsRNTX%2F%2FwA7AAAB7AYhEiYAwgAAEQcAQ%2F5lAAAACrQBBQURJgArETX%2F%2FwA7AAAC6gYhEiYAwgAAEQcAdv8wAAAACrQBDQ0RJgArETX%2F%2FwA7AAACxAYhEiYAwgAAEQcAxf7OAAAACrQBCgoRJgArETX%2F%2FwA7AAACwQXTEiYAwgAAEQcAav7YAAAADLUCARcXESYAKxE1NQAAAAIAWv%2FsBHEGJQAgAC4ANEAcGQ8WHgAIBQQDHxYoRlkWFg8fDwYDAQ8hRlkPFgA%2FKwAYPzM%2FEjkvKxESABc5ERI5MTABJic3FhclFwceARUUAgQjIiY1NBI2MzIWFzc1NCYnBScTMj4BNTQmIyIOARUUFgKkQlBfdkYBBEDwV0%2BP%2Fvm0ts2H75RpmSMGSUr%2B8jgxa6Zmg3FtoFdzBT86N3VURpJphXP7kP3%2BfMTQuaABFJ5bTwIRiNBdlWz7vXDgcnaKc8%2BAfoL%2F%2FwA7AAAEUAXdEiYAUQAAEQYAxyEAAAq0ASMjESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAQ5cAAAq0Ah0dESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAdjkAAAq0AiUlESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAxe8AAAq0AiIiESYAKxE1AAD%2F%2FwBi%2F%2FAENQXdEiYAUgAAEQYAxwYAAAq0AiUlESYAKxE1AAD%2F%2FwBi%2F%2FAEHQXTEiYAUgAAEQYAaugAAAy1AwIvLxEmACsRNTUAAwB%2FAPwEFwSoAAMADgAZABC1AAEBEQwRAC8vEjkvMzEwEzUhFQE0MzIWFRQGIyImETQzMhYVFAYjIiZ%2FA5j9xG81Ozw0NDtvNTs8NDQ7AouOjv7qeT08Oj8%2BAvV5PTw6Pz4AAAMAPf%2B0BFAEkwAVAB4AJwAwQBsSDwcEBgkiHB0hERQIDwQPFkZZDxAEJEZZBBYAPysAGD8rERIAFzkYEMYQxjEwARQCBiMiJwcnNyY1NBI2MzIXNxcHFiUiBgIVFBcBJhM0JwEWMzI2EgQXi%2FSakmRiaW1Ek%2FSWkmpoaXc%2B%2FnBsr2QRAgY2jA39%2FjllZ6tfAsG9%2Fqq%2BQX1Sh2eiwgFOsESBT4FhaZL%2B%2FpdcLQKFL%2F7lVCP9fy2PAQIAAAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAQ5kAAAq0ARoaESYAKxE1AAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAdmgAAAq0ASIiESYAKxE1AAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAxQoAAAq0AR8fESYAKxE1AAD%2F%2FwBx%2F%2BwEXgXTEiYAWAAAEQYAagAAAAy1AgEsLBEmACsRNTX%2F%2F%2F87%2FhQEEgYhEiYAXAAAEQYAduAAAAq0ASIiESYAKxE1AAAAAv%2FV%2FhQEOQYUABcAJAAnQBQEDQARCQAIGxEYRlkREAAfRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMGBwMjATMCBgczPgEzMhYVFAIGEyIGAhUUFjMyNhI1NAIhYpQnCggRZqYBsKhfKBMJZbBfi56K9CBgx3VvaWOraBRmWGhI%2FhoIAP5HokR9aMOw1P6exQPjvv7gl251ogErqOMA%2F%2F%2F%2FO%2F4UBBIF0xImAFwAABEGAGqGAAAMtQIBLCwRJgArETU1AAEAOwAAAc0ESAADAAqzAg8BFQA%2FPzEwMyMTM%2BOo6qgESAAAAAIAlv%2FsBykFzQAVACEAOUAgEBNJWRAQAQwMD0lZDAMKG0lZCgQDFklZAxIBEgEUSVkrABg%2FPysAGD8rABg%2FKxESADkYLysxMCkBBiMgABEQEiQzMhchByEDIQchAyEFMjcTJiMiBgIVFBYF9P1eTlD%2FAP7iwAFP0phVAsUf%2FctkAhAf%2FfBzAjX8pEU29kxznfiJxBQBKwEOAQgBtOwXmf4rlv3mFRMEiRbK%2Fpjax98AAwBi%2F%2BwGrARcACEALgA4ADtAHgIOBQwyGEZZMjIFDC8iDCJGWREMEBwpBSlGWQAFFgA%2FMysRADMYPzMrEQAzERI5GC8rERIAOTkxMAUgJw4BIyImNTQSNjMgFz4BMzIWFRQEISMHFBYzMjY3FQYBIgYCFRQWMzISETQmJSIGBzMyNjU0JgTj%2FvJWRc17uNiW%2FJsBDllLzXeLnP63%2FtApBHuBS4xQov0Cba5gfG6xyncCiX2%2FLBLn8EAU4Wty5MLBAU6x4W16g3m3ylCDkzEjlksD3ZL%2B%2FpuNkgFBAQt8hgS9pnp0MEUAAAEBjwTZA%2FYGIQAOAAyzAwsGAQAvM80yMTABIyYnBgcjNT4BNzMWHwED9mc5aIZsbZF3F54lWyoE2TCNd0YbhYEnY4hCAAAAAAICJwTZA90GgQALABcAFUALDx8JLwk%2FCQMJFQMALzPMXTIxMAEUBiMiJjU0NjMyFgc0JiMiBhUUFjMyNgPdeGNldnxfZXZoQDMxQjs4M0AFsGN0c2JedXJhNT4%2BNTY9PQAAAAABAVAE2QQvBd0AFQAStgUTC4AQAAkAL8QyGt3GMzEwASIuAiMiBgcjEjMyHgIzMjY3MwIDRihLR0MgLDMWZDqtLE9HPhssMxpkQgTbIysjOToBAiQrJDY%2F%2Fv4AAAEANwHVA5ECdQADAAixAAEALzMxMBM3IQc3IwM3IgHVoKAAAAEANwHVB2gCdQADAAixAAEALzMxMBM3IQc3IwcOIgHVoKAAAAEAewPBAggFtgAGAAmyAAMDAD%2FNMTATJzYTMwIHgQZirH%2BTOAPBFtMBDP6nnAAAAAEAfQPBAgwFtgAHAAmyBQcDAD%2FGMTABFw4BByMSNwIECCiOWIGGRQW2Flv%2FhQEqywAAAAAB%2F5z%2B%2BAErAO4ABgAIsQQAAC%2FNMTAlFwYHIxI3ASMIcZ2Bfk7uF%2Bv0AR7YAAIAewPBA3sFtgAGAA0ADbQABwMKAwA%2FM80yMTABJzYTMwIHISc2EzMCBwH0CFDAf6Ip%2FdEGYqx%2FkzgDwRa1ASr%2BhXoW0wEM%2FqecAAACAH0DwQN%2FBbYABwAPAA20DAUPBwMAPzPGMjEwARcOAQcjEjchFwYDIzYSNwIECCiOWIGGRQItCl60fzl1HAW2Flv%2FhQEqyxbO%2Fu9%2BASVSAAL%2FnP74ApwA7gAGAA0ADLMLDQQAAC%2FNMzIxMCUXBgcjEjchFwYDIxI3ASMIcZ2Bfk4CKwlfsIGMP%2B4X6%2FQBHtgXzf7uATy6AAEAxwHsApED6QALAAixCQMAL80xMBM0NjMyFhUUBiMiJseTfVxelIBZXQKskaxiXI2yYwABAFgAcQItA74ABgAStgYAAwMBBQEALy8SOREzMzEwEwEXARMHA1gBh07%2B16xx5wJCAXxR%2FrL%2BgzEBtAABABcAcwHsA8EABgAStgAGAwMFAQUALy8SOREzMzEwCQEnAQM3EwHs%2FnhNASiscegB8P6DUgFNAX0y%2FksAAAAAAf4ZAAAC8AW2AAMACrMDAwISAD8%2FMTAJASMBAvD7wpkEPQW2%2BkoFtgAAAAACAFwCSgLfBbwACgAQACFADw0HBhABBQUJEBADBx4DIAA%2FPxI5LzMzETMRMxEzMTABIwcjNyE3ATMDMyMSNwYPAQLJgSt%2FK%2F6TFwHhhXl%2F%2FkUVFFrNAxTKymUCQ%2F3NAUJJJHH2AAAAAAEAP%2F%2FsBNcFyQAmAEtAKQsXGBdOWQgYBhwdHE1ZAx0PHR8dAgkDGB0YHRIhIQBMWSEHEg1MWRIZAD8rABg%2FKxESADk5GC8vX15dETMrEQAzETMrEQAzMTABIgYHIQchBgchByEQITI3FQYjIgI9ASM3MzY3IzczEgAzMhYXByYDoIzkSwGqGv5HFQsBfR3%2BlwEpe4V%2Fl9TpqhuaCBaXG59hAUXPWY5GUHEFMcbHhUFjg%2F6LN5M7AQv1DINQVIUBCwEaKzGKTgAAAAABAAAjAAABBdMYAAAKCvIABQAk%2F3EABQA3ACkABQA5ACkABQA6ACkABQA8ABQABQBE%2F64ABQBG%2F4UABQBH%2F4UABQBI%2F4UABQBK%2F8MABQBQ%2F8MABQBR%2F8MABQBS%2F4UABQBT%2F8MABQBU%2F4UABQBV%2F8MABQBW%2F8MABQBY%2F8MABQCC%2F3EABQCD%2F3EABQCE%2F3EABQCF%2F3EABQCG%2F3EABQCH%2F3EABQCfABQABQCi%2F4UABQCj%2F64ABQCk%2F64ABQCl%2F64ABQCm%2F64ABQCn%2F64ABQCo%2F64ABQCp%2F4UABQCq%2F4UABQCr%2F4UABQCs%2F4UABQCt%2F4UABQC0%2F4UABQC1%2F4UABQC2%2F4UABQC3%2F4UABQC4%2F4UABQC6%2F4UABQC7%2F8MABQC8%2F8MABQC9%2F8MABQC%2B%2F8MABQDE%2F4UACgAk%2F3EACgA3ACkACgA5ACkACgA6ACkACgA8ABQACgBE%2F64ACgBG%2F4UACgBH%2F4UACgBI%2F4UACgBK%2F8MACgBQ%2F8MACgBR%2F8MACgBS%2F4UACgBT%2F8MACgBU%2F4UACgBV%2F8MACgBW%2F8MACgBY%2F8MACgCC%2F3EACgCD%2F3EACgCE%2F3EACgCF%2F3EACgCG%2F3EACgCH%2F3EACgCfABQACgCi%2F4UACgCj%2F64ACgCk%2F64ACgCl%2F64ACgCm%2F64ACgCn%2F64ACgCo%2F64ACgCp%2F4UACgCq%2F4UACgCr%2F4UACgCs%2F4UACgCt%2F4UACgC0%2F4UACgC1%2F4UACgC2%2F4UACgC3%2F4UACgC4%2F4UACgC6%2F4UACgC7%2F8MACgC8%2F8MACgC9%2F8MACgC%2B%2F8MACgDE%2F4UACwAtALgADwAm%2F5oADwAq%2F5oADwAy%2F5oADwA0%2F5oADwA3%2F3EADwA4%2F9cADwA5%2F4UADwA6%2F4UADwA8%2F4UADwCJ%2F5oADwCU%2F5oADwCV%2F5oADwCW%2F5oADwCX%2F5oADwCY%2F5oADwCa%2F5oADwCb%2F9cADwCc%2F9cADwCd%2F9cADwCe%2F9cADwCf%2F4UADwDD%2F5oAEAA3%2F64AEQAm%2F5oAEQAq%2F5oAEQAy%2F5oAEQA0%2F5oAEQA3%2F3EAEQA4%2F9cAEQA5%2F4UAEQA6%2F4UAEQA8%2F4UAEQCJ%2F5oAEQCU%2F5oAEQCV%2F5oAEQCW%2F5oAEQCX%2F5oAEQCY%2F5oAEQCa%2F5oAEQCb%2F9cAEQCc%2F9cAEQCd%2F9cAEQCe%2F9cAEQCf%2F4UAEQDD%2F5oAJAAF%2F3EAJAAK%2F3EAJAAm%2F9cAJAAq%2F9cAJAAtAQoAJAAy%2F9cAJAA0%2F9cAJAA3%2F3EAJAA5%2F64AJAA6%2F64AJAA8%2F4UAJACJ%2F9cAJACU%2F9cAJACV%2F9cAJACW%2F9cAJACX%2F9cAJACY%2F9cAJACa%2F9cAJACf%2F4UAJADD%2F9cAJADL%2F3EAJADO%2F3EAJQAP%2F64AJQAR%2F64AJQAk%2F9cAJQA3%2F8MAJQA5%2F%2BwAJQA6%2F%2BwAJQA7%2F9cAJQA8%2F%2BwAJQA9%2F%2BwAJQCC%2F9cAJQCD%2F9cAJQCE%2F9cAJQCF%2F9cAJQCG%2F9cAJQCH%2F9cAJQCf%2F%2BwAJQDM%2F64AJQDP%2F64AJgAm%2F9cAJgAq%2F9cAJgAy%2F9cAJgA0%2F9cAJgCJ%2F9cAJgCU%2F9cAJgCV%2F9cAJgCW%2F9cAJgCX%2F9cAJgCY%2F9cAJgCa%2F9cAJgDD%2F9cAJwAP%2F64AJwAR%2F64AJwAk%2F9cAJwA3%2F8MAJwA5%2F%2BwAJwA6%2F%2BwAJwA7%2F9cAJwA8%2F%2BwAJwA9%2F%2BwAJwCC%2F9cAJwCD%2F9cAJwCE%2F9cAJwCF%2F9cAJwCG%2F9cAJwCH%2F9cAJwCf%2F%2BwAJwDM%2F64AJwDP%2F64AKAAtAHsAKQAP%2F4UAKQAR%2F4UAKQAiACkAKQAk%2F9cAKQCC%2F9cAKQCD%2F9cAKQCE%2F9cAKQCF%2F9cAKQCG%2F9cAKQCH%2F9cAKQDM%2F4UAKQDP%2F4UALgAm%2F9cALgAq%2F9cALgAy%2F9cALgA0%2F9cALgCJ%2F9cALgCU%2F9cALgCV%2F9cALgCW%2F9cALgCX%2F9cALgCY%2F9cALgCa%2F9cALgDD%2F9cALwAF%2F1wALwAK%2F1wALwAm%2F9cALwAq%2F9cALwAy%2F9cALwA0%2F9cALwA3%2F9cALwA4%2F%2BwALwA5%2F9cALwA6%2F9cALwA8%2F8MALwCJ%2F9cALwCU%2F9cALwCV%2F9cALwCW%2F9cALwCX%2F9cALwCY%2F9cALwCa%2F9cALwCb%2F%2BwALwCc%2F%2BwALwCd%2F%2BwALwCe%2F%2BwALwCf%2F8MALwDD%2F9cALwDL%2F1wALwDO%2F1wAMgAP%2F64AMgAR%2F64AMgAk%2F9cAMgA3%2F8MAMgA5%2F%2BwAMgA6%2F%2BwAMgA7%2F9cAMgA8%2F%2BwAMgA9%2F%2BwAMgCC%2F9cAMgCD%2F9cAMgCE%2F9cAMgCF%2F9cAMgCG%2F9cAMgCH%2F9cAMgCf%2F%2BwAMgDM%2F64AMgDP%2F64AMwAP%2FvYAMwAR%2FvYAMwAk%2F5oAMwA7%2F9cAMwA9%2F%2BwAMwCC%2F5oAMwCD%2F5oAMwCE%2F5oAMwCF%2F5oAMwCG%2F5oAMwCH%2F5oAMwDM%2FvYAMwDP%2FvYANAAP%2F64ANAAR%2F64ANAAk%2F9cANAA3%2F8MANAA5%2F%2BwANAA6%2F%2BwANAA7%2F9cANAA8%2F%2BwANAA9%2F%2BwANACC%2F9cANACD%2F9cANACE%2F9cANACF%2F9cANACG%2F9cANACH%2F9cANACf%2F%2BwANADM%2F64ANADP%2F64ANwAP%2F4UANwAQ%2F64ANwAR%2F4UANwAiACkANwAk%2F3EANwAm%2F9cANwAq%2F9cANwAy%2F9cANwA0%2F9cANwA3ACkANwBE%2F1wANwBG%2F3EANwBH%2F3EANwBI%2F3EANwBK%2F3EANwBQ%2F5oANwBR%2F5oANwBS%2F3EANwBT%2F5oANwBU%2F3EANwBV%2F5oANwBW%2F4UANwBY%2F5oANwBZ%2F9cANwBa%2F9cANwBb%2F9cANwBc%2F9cANwBd%2F64ANwCC%2F3EANwCD%2F3EANwCE%2F3EANwCF%2F3EANwCG%2F3EANwCH%2F3EANwCJ%2F9cANwCU%2F9cANwCV%2F9cANwCW%2F9cANwCX%2F9cANwCY%2F9cANwCa%2F9cANwCi%2F3EANwCj%2F1wANwCk%2F1wANwCl%2F1wANwCm%2F1wANwCn%2F1wANwCo%2F1wANwCp%2F3EANwCq%2F3EANwCr%2F3EANwCs%2F3EANwCt%2F3EANwC0%2F3EANwC1%2F3EANwC2%2F3EANwC3%2F3EANwC4%2F3EANwC6%2F3EANwC7%2F5oANwC8%2F5oANwC9%2F5oANwC%2B%2F5oANwC%2F%2F9cANwDD%2F9cANwDE%2F3EANwDI%2F64ANwDJ%2F64ANwDM%2F4UANwDP%2F4UAOAAP%2F9cAOAAR%2F9cAOAAk%2F%2BwAOACC%2F%2BwAOACD%2F%2BwAOACE%2F%2BwAOACF%2F%2BwAOACG%2F%2BwAOACH%2F%2BwAOADM%2F9cAOADP%2F9cAOQAP%2F5oAOQAR%2F5oAOQAiACkAOQAk%2F64AOQAm%2F%2BwAOQAq%2F%2BwAOQAy%2F%2BwAOQA0%2F%2BwAOQBE%2F9cAOQBG%2F9cAOQBH%2F9cAOQBI%2F9cAOQBK%2F%2BwAOQBQ%2F%2BwAOQBR%2F%2BwAOQBS%2F9cAOQBT%2F%2BwAOQBU%2F9cAOQBV%2F%2BwAOQBW%2F%2BwAOQBY%2F%2BwAOQCC%2F64AOQCD%2F64AOQCE%2F64AOQCF%2F64AOQCG%2F64AOQCH%2F64AOQCJ%2F%2BwAOQCU%2F%2BwAOQCV%2F%2BwAOQCW%2F%2BwAOQCX%2F%2BwAOQCY%2F%2BwAOQCa%2F%2BwAOQCi%2F9cAOQCj%2F9cAOQCk%2F9cAOQCl%2F9cAOQCm%2F9cAOQCn%2F9cAOQCo%2F9cAOQCp%2F9cAOQCq%2F9cAOQCr%2F9cAOQCs%2F9cAOQCt%2F9cAOQC0%2F9cAOQC1%2F9cAOQC2%2F9cAOQC3%2F9cAOQC4%2F9cAOQC6%2F9cAOQC7%2F%2BwAOQC8%2F%2BwAOQC9%2F%2BwAOQC%2B%2F%2BwAOQDD%2F%2BwAOQDE%2F9cAOQDM%2F5oAOQDP%2F5oAOgAP%2F5oAOgAR%2F5oAOgAiACkAOgAk%2F64AOgAm%2F%2BwAOgAq%2F%2BwAOgAy%2F%2BwAOgA0%2F%2BwAOgBE%2F9cAOgBG%2F9cAOgBH%2F9cAOgBI%2F9cAOgBK%2F%2BwAOgBQ%2F%2BwAOgBR%2F%2BwAOgBS%2F9cAOgBT%2F%2BwAOgBU%2F9cAOgBV%2F%2BwAOgBW%2F%2BwAOgBY%2F%2BwAOgCC%2F64AOgCD%2F64AOgCE%2F64AOgCF%2F64AOgCG%2F64AOgCH%2F64AOgCJ%2F%2BwAOgCU%2F%2BwAOgCV%2F%2BwAOgCW%2F%2BwAOgCX%2F%2BwAOgCY%2F%2BwAOgCa%2F%2BwAOgCi%2F9cAOgCj%2F9cAOgCk%2F9cAOgCl%2F9cAOgCm%2F9cAOgCn%2F9cAOgCo%2F9cAOgCp%2F9cAOgCq%2F9cAOgCr%2F9cAOgCs%2F9cAOgCt%2F9cAOgC0%2F9cAOgC1%2F9cAOgC2%2F9cAOgC3%2F9cAOgC4%2F9cAOgC6%2F9cAOgC7%2F%2BwAOgC8%2F%2BwAOgC9%2F%2BwAOgC%2B%2F%2BwAOgDD%2F%2BwAOgDE%2F9cAOgDM%2F5oAOgDP%2F5oAOwAm%2F9cAOwAq%2F9cAOwAy%2F9cAOwA0%2F9cAOwCJ%2F9cAOwCU%2F9cAOwCV%2F9cAOwCW%2F9cAOwCX%2F9cAOwCY%2F9cAOwCa%2F9cAOwDD%2F9cAPAAP%2F4UAPAAR%2F4UAPAAiACkAPAAk%2F4UAPAAm%2F9cAPAAq%2F9cAPAAy%2F9cAPAA0%2F9cAPABE%2F5oAPABG%2F5oAPABH%2F5oAPABI%2F5oAPABK%2F9cAPABQ%2F8MAPABR%2F8MAPABS%2F5oAPABT%2F8MAPABU%2F5oAPABV%2F8MAPABW%2F64APABY%2F8MAPABd%2F9cAPACC%2F4UAPACD%2F4UAPACE%2F4UAPACF%2F4UAPACG%2F4UAPACH%2F4UAPACJ%2F9cAPACU%2F9cAPACV%2F9cAPACW%2F9cAPACX%2F9cAPACY%2F9cAPACa%2F9cAPACi%2F5oAPACj%2F5oAPACk%2F5oAPACl%2F5oAPACm%2F5oAPACn%2F5oAPACo%2F5oAPACp%2F5oAPACq%2F5oAPACr%2F5oAPACs%2F5oAPACt%2F5oAPAC0%2F5oAPAC1%2F5oAPAC2%2F5oAPAC3%2F5oAPAC4%2F5oAPAC6%2F5oAPAC7%2F8MAPAC8%2F8MAPAC9%2F8MAPAC%2B%2F8MAPADD%2F9cAPADE%2F5oAPADM%2F4UAPADP%2F4UAPQAm%2F%2BwAPQAq%2F%2BwAPQAy%2F%2BwAPQA0%2F%2BwAPQCJ%2F%2BwAPQCU%2F%2BwAPQCV%2F%2BwAPQCW%2F%2BwAPQCX%2F%2BwAPQCY%2F%2BwAPQCa%2F%2BwAPQDD%2F%2BwAPgAtALgARAAF%2F%2BwARAAK%2F%2BwARADL%2F%2BwARADO%2F%2BwARQAF%2F%2BwARQAK%2F%2BwARQBZ%2F9cARQBa%2F9cARQBb%2F9cARQBc%2F9cARQBd%2F%2BwARQC%2F%2F9cARQDL%2F%2BwARQDO%2F%2BwARgAFACkARgAKACkARgDLACkARgDOACkASAAF%2F%2BwASAAK%2F%2BwASABZ%2F9cASABa%2F9cASABb%2F9cASABc%2F9cASABd%2F%2BwASAC%2F%2F9cASADL%2F%2BwASADO%2F%2BwASQAFAHsASQAKAHsASQDLAHsASQDOAHsASwAF%2F%2BwASwAK%2F%2BwASwDL%2F%2BwASwDO%2F%2BwATgBG%2F9cATgBH%2F9cATgBI%2F9cATgBS%2F9cATgBU%2F9cATgCi%2F9cATgCp%2F9cATgCq%2F9cATgCr%2F9cATgCs%2F9cATgCt%2F9cATgC0%2F9cATgC1%2F9cATgC2%2F9cATgC3%2F9cATgC4%2F9cATgC6%2F9cATgDE%2F9cAUAAF%2F%2BwAUAAK%2F%2BwAUADL%2F%2BwAUADO%2F%2BwAUQAF%2F%2BwAUQAK%2F%2BwAUQDL%2F%2BwAUQDO%2F%2BwAUgAF%2F%2BwAUgAK%2F%2BwAUgBZ%2F9cAUgBa%2F9cAUgBb%2F9cAUgBc%2F9cAUgBd%2F%2BwAUgC%2F%2F9cAUgDL%2F%2BwAUgDO%2F%2BwAUwAF%2F%2BwAUwAK%2F%2BwAUwBZ%2F9cAUwBa%2F9cAUwBb%2F9cAUwBc%2F9cAUwBd%2F%2BwAUwC%2F%2F9cAUwDL%2F%2BwAUwDO%2F%2BwAVQAFAFIAVQAKAFIAVQBE%2F9cAVQBG%2F9cAVQBH%2F9cAVQBI%2F9cAVQBK%2F%2BwAVQBS%2F9cAVQBU%2F9cAVQCi%2F9cAVQCj%2F9cAVQCk%2F9cAVQCl%2F9cAVQCm%2F9cAVQCn%2F9cAVQCo%2F9cAVQCp%2F9cAVQCq%2F9cAVQCr%2F9cAVQCs%2F9cAVQCt%2F9cAVQC0%2F9cAVQC1%2F9cAVQC2%2F9cAVQC3%2F9cAVQC4%2F9cAVQC6%2F9cAVQDE%2F9cAVQDLAFIAVQDOAFIAVwAFACkAVwAKACkAVwDLACkAVwDOACkAWQAFAFIAWQAKAFIAWQAP%2F64AWQAR%2F64AWQAiACkAWQDLAFIAWQDM%2F64AWQDOAFIAWQDP%2F64AWgAFAFIAWgAKAFIAWgAP%2F64AWgAR%2F64AWgAiACkAWgDLAFIAWgDM%2F64AWgDOAFIAWgDP%2F64AWwBG%2F9cAWwBH%2F9cAWwBI%2F9cAWwBS%2F9cAWwBU%2F9cAWwCi%2F9cAWwCp%2F9cAWwCq%2F9cAWwCr%2F9cAWwCs%2F9cAWwCt%2F9cAWwC0%2F9cAWwC1%2F9cAWwC2%2F9cAWwC3%2F9cAWwC4%2F9cAWwC6%2F9cAWwDE%2F9cAXAAFAFIAXAAKAFIAXAAP%2F64AXAAR%2F64AXAAiACkAXADLAFIAXADM%2F64AXADOAFIAXADP%2F64AXgAtALgAggAF%2F3EAggAK%2F3EAggAm%2F9cAggAq%2F9cAggAtAQoAggAy%2F9cAggA0%2F9cAggA3%2F3EAggA5%2F64AggA6%2F64AggA8%2F4UAggCJ%2F9cAggCU%2F9cAggCV%2F9cAggCW%2F9cAggCX%2F9cAggCY%2F9cAggCa%2F9cAggCf%2F4UAggDD%2F9cAggDL%2F3EAggDO%2F3EAgwAF%2F3EAgwAK%2F3EAgwAm%2F9cAgwAq%2F9cAgwAtAQoAgwAy%2F9cAgwA0%2F9cAgwA3%2F3EAgwA5%2F64AgwA6%2F64AgwA8%2F4UAgwCJ%2F9cAgwCU%2F9cAgwCV%2F9cAgwCW%2F9cAgwCX%2F9cAgwCY%2F9cAgwCa%2F9cAgwCf%2F4UAgwDD%2F9cAgwDL%2F3EAgwDO%2F3EAhAAF%2F3EAhAAK%2F3EAhAAm%2F9cAhAAq%2F9cAhAAtAQoAhAAy%2F9cAhAA0%2F9cAhAA3%2F3EAhAA5%2F64AhAA6%2F64AhAA8%2F4UAhACJ%2F9cAhACU%2F9cAhACV%2F9cAhACW%2F9cAhACX%2F9cAhACY%2F9cAhACa%2F9cAhACf%2F4UAhADD%2F9cAhADL%2F3EAhADO%2F3EAhQAF%2F3EAhQAK%2F3EAhQAm%2F9cAhQAq%2F9cAhQAtAQoAhQAy%2F9cAhQA0%2F9cAhQA3%2F3EAhQA5%2F64AhQA6%2F64AhQA8%2F4UAhQCJ%2F9cAhQCU%2F9cAhQCV%2F9cAhQCW%2F9cAhQCX%2F9cAhQCY%2F9cAhQCa%2F9cAhQCf%2F4UAhQDD%2F9cAhQDL%2F3EAhQDO%2F3EAhgAF%2F3EAhgAK%2F3EAhgAm%2F9cAhgAq%2F9cAhgAtAQoAhgAy%2F9cAhgA0%2F9cAhgA3%2F3EAhgA5%2F64AhgA6%2F64AhgA8%2F4UAhgCJ%2F9cAhgCU%2F9cAhgCV%2F9cAhgCW%2F9cAhgCX%2F9cAhgCY%2F9cAhgCa%2F9cAhgCf%2F4UAhgDD%2F9cAhgDL%2F3EAhgDO%2F3EAhwAF%2F3EAhwAK%2F3EAhwAm%2F9cAhwAq%2F9cAhwAtAQoAhwAy%2F9cAhwA0%2F9cAhwA3%2F3EAhwA5%2F64AhwA6%2F64AhwA8%2F4UAhwCJ%2F9cAhwCU%2F9cAhwCV%2F9cAhwCW%2F9cAhwCX%2F9cAhwCY%2F9cAhwCa%2F9cAhwCf%2F4UAhwDD%2F9cAhwDL%2F3EAhwDO%2F3EAiAAtAHsAiQAm%2F9cAiQAq%2F9cAiQAy%2F9cAiQA0%2F9cAiQCJ%2F9cAiQCU%2F9cAiQCV%2F9cAiQCW%2F9cAiQCX%2F9cAiQCY%2F9cAiQCa%2F9cAiQDD%2F9cAigAtAHsAiwAtAHsAjAAtAHsAjQAtAHsAkgAP%2F64AkgAR%2F64AkgAk%2F9cAkgA3%2F8MAkgA5%2F%2BwAkgA6%2F%2BwAkgA7%2F9cAkgA8%2F%2BwAkgA9%2F%2BwAkgCC%2F9cAkgCD%2F9cAkgCE%2F9cAkgCF%2F9cAkgCG%2F9cAkgCH%2F9cAkgCf%2F%2BwAkgDM%2F64AkgDP%2F64AlAAP%2F64AlAAR%2F64AlAAk%2F9cAlAA3%2F8MAlAA5%2F%2BwAlAA6%2F%2BwAlAA7%2F9cAlAA8%2F%2BwAlAA9%2F%2BwAlACC%2F9cAlACD%2F9cAlACE%2F9cAlACF%2F9cAlACG%2F9cAlACH%2F9cAlACf%2F%2BwAlADM%2F64AlADP%2F64AlQAP%2F64AlQAR%2F64AlQAk%2F9cAlQA3%2F8MAlQA5%2F%2BwAlQA6%2F%2BwAlQA7%2F9cAlQA8%2F%2BwAlQA9%2F%2BwAlQCC%2F9cAlQCD%2F9cAlQCE%2F9cAlQCF%2F9cAlQCG%2F9cAlQCH%2F9cAlQCf%2F%2BwAlQDM%2F64AlQDP%2F64AlgAP%2F64AlgAR%2F64AlgAk%2F9cAlgA3%2F8MAlgA5%2F%2BwAlgA6%2F%2BwAlgA7%2F9cAlgA8%2F%2BwAlgA9%2F%2BwAlgCC%2F9cAlgCD%2F9cAlgCE%2F9cAlgCF%2F9cAlgCG%2F9cAlgCH%2F9cAlgCf%2F%2BwAlgDM%2F64AlgDP%2F64AlwAP%2F64AlwAR%2F64AlwAk%2F9cAlwA3%2F8MAlwA5%2F%2BwAlwA6%2F%2BwAlwA7%2F9cAlwA8%2F%2BwAlwA9%2F%2BwAlwCC%2F9cAlwCD%2F9cAlwCE%2F9cAlwCF%2F9cAlwCG%2F9cAlwCH%2F9cAlwCf%2F%2BwAlwDM%2F64AlwDP%2F64AmAAP%2F64AmAAR%2F64AmAAk%2F9cAmAA3%2F8MAmAA5%2F%2BwAmAA6%2F%2BwAmAA7%2F9cAmAA8%2F%2BwAmAA9%2F%2BwAmACC%2F9cAmACD%2F9cAmACE%2F9cAmACF%2F9cAmACG%2F9cAmACH%2F9cAmACf%2F%2BwAmADM%2F64AmADP%2F64AmgAP%2F64AmgAR%2F64AmgAk%2F9cAmgA3%2F8MAmgA5%2F%2BwAmgA6%2F%2BwAmgA7%2F9cAmgA8%2F%2BwAmgA9%2F%2BwAmgCC%2F9cAmgCD%2F9cAmgCE%2F9cAmgCF%2F9cAmgCG%2F9cAmgCH%2F9cAmgCf%2F%2BwAmgDM%2F64AmgDP%2F64AmwAP%2F9cAmwAR%2F9cAmwAk%2F%2BwAmwCC%2F%2BwAmwCD%2F%2BwAmwCE%2F%2BwAmwCF%2F%2BwAmwCG%2F%2BwAmwCH%2F%2BwAmwDM%2F9cAmwDP%2F9cAnAAP%2F9cAnAAR%2F9cAnAAk%2F%2BwAnACC%2F%2BwAnACD%2F%2BwAnACE%2F%2BwAnACF%2F%2BwAnACG%2F%2BwAnACH%2F%2BwAnADM%2F9cAnADP%2F9cAnQAP%2F9cAnQAR%2F9cAnQAk%2F%2BwAnQCC%2F%2BwAnQCD%2F%2BwAnQCE%2F%2BwAnQCF%2F%2BwAnQCG%2F%2BwAnQCH%2F%2BwAnQDM%2F9cAnQDP%2F9cAngAP%2F9cAngAR%2F9cAngAk%2F%2BwAngCC%2F%2BwAngCD%2F%2BwAngCE%2F%2BwAngCF%2F%2BwAngCG%2F%2BwAngCH%2F%2BwAngDM%2F9cAngDP%2F9cAnwAP%2F4UAnwAR%2F4UAnwAiACkAnwAk%2F4UAnwAm%2F9cAnwAq%2F9cAnwAy%2F9cAnwA0%2F9cAnwBE%2F5oAnwBG%2F5oAnwBH%2F5oAnwBI%2F5oAnwBK%2F9cAnwBQ%2F8MAnwBR%2F8MAnwBS%2F5oAnwBT%2F8MAnwBU%2F5oAnwBV%2F8MAnwBW%2F64AnwBY%2F8MAnwBd%2F9cAnwCC%2F4UAnwCD%2F4UAnwCE%2F4UAnwCF%2F4UAnwCG%2F4UAnwCH%2F4UAnwCJ%2F9cAnwCU%2F9cAnwCV%2F9cAnwCW%2F9cAnwCX%2F9cAnwCY%2F9cAnwCa%2F9cAnwCi%2F5oAnwCj%2F5oAnwCk%2F5oAnwCl%2F5oAnwCm%2F5oAnwCn%2F5oAnwCo%2F5oAnwCp%2F5oAnwCq%2F5oAnwCr%2F5oAnwCs%2F5oAnwCt%2F5oAnwC0%2F5oAnwC1%2F5oAnwC2%2F5oAnwC3%2F5oAnwC4%2F5oAnwC6%2F5oAnwC7%2F8MAnwC8%2F8MAnwC9%2F8MAnwC%2B%2F8MAnwDD%2F9cAnwDE%2F5oAnwDM%2F4UAnwDP%2F4UAoAAP%2FvYAoAAR%2FvYAoAAk%2F5oAoAA7%2F9cAoAA9%2F%2BwAoACC%2F5oAoACD%2F5oAoACE%2F5oAoACF%2F5oAoACG%2F5oAoACH%2F5oAoADM%2FvYAoADP%2FvYAogAF%2F%2BwAogAK%2F%2BwAogDL%2F%2BwAogDO%2F%2BwAowAF%2F%2BwAowAK%2F%2BwAowDL%2F%2BwAowDO%2F%2BwApAAF%2F%2BwApAAK%2F%2BwApADL%2F%2BwApADO%2F%2BwApQAF%2F%2BwApQAK%2F%2BwApQDL%2F%2BwApQDO%2F%2BwApgAF%2F%2BwApgAK%2F%2BwApgDL%2F%2BwApgDO%2F%2BwApwAF%2F%2BwApwAK%2F%2BwApwDL%2F%2BwApwDO%2F%2BwAqgAF%2F%2BwAqgAK%2F%2BwAqgBZ%2F9cAqgBa%2F9cAqgBb%2F9cAqgBc%2F9cAqgBd%2F%2BwAqgC%2F%2F9cAqgDL%2F%2BwAqgDO%2F%2BwAqwAF%2F%2BwAqwAK%2F%2BwAqwBZ%2F9cAqwBa%2F9cAqwBb%2F9cAqwBc%2F9cAqwBd%2F%2BwAqwC%2F%2F9cAqwDL%2F%2BwAqwDO%2F%2BwArAAF%2F%2BwArAAK%2F%2BwArABZ%2F9cArABa%2F9cArABb%2F9cArABc%2F9cArABd%2F%2BwArAC%2F%2F9cArADL%2F%2BwArADO%2F%2BwArQAF%2F%2BwArQAK%2F%2BwArQBZ%2F9cArQBa%2F9cArQBb%2F9cArQBc%2F9cArQBd%2F%2BwArQC%2F%2F9cArQDL%2F%2BwArQDO%2F%2BwAsgAF%2F%2BwAsgAK%2F%2BwAsgBZ%2F9cAsgBa%2F9cAsgBb%2F9cAsgBc%2F9cAsgBd%2F%2BwAsgC%2F%2F9cAsgDL%2F%2BwAsgDO%2F%2BwAtAAF%2F%2BwAtAAK%2F%2BwAtABZ%2F9cAtABa%2F9cAtABb%2F9cAtABc%2F9cAtABd%2F%2BwAtAC%2F%2F9cAtADL%2F%2BwAtADO%2F%2BwAtQAF%2F%2BwAtQAK%2F%2BwAtQBZ%2F9cAtQBa%2F9cAtQBb%2F9cAtQBc%2F9cAtQBd%2F%2BwAtQC%2F%2F9cAtQDL%2F%2BwAtQDO%2F%2BwAtgAF%2F%2BwAtgAK%2F%2BwAtgBZ%2F9cAtgBa%2F9cAtgBb%2F9cAtgBc%2F9cAtgBd%2F%2BwAtgC%2F%2F9cAtgDL%2F%2BwAtgDO%2F%2BwAuAAF%2F9cAuAAK%2F9cAuADL%2F9cAuADO%2F9cAugAF%2F%2BwAugAK%2F%2BwAugBZ%2F9cAugBa%2F9cAugBb%2F9cAugBc%2F9cAugBd%2F%2BwAugC%2F%2F9cAugDL%2F%2BwAugDO%2F%2BwAvwAFAFIAvwAKAFIAvwAP%2F64AvwAR%2F64AvwAiACkAvwDLAFIAvwDM%2F64AvwDOAFIAvwDP%2F64AwAAF%2F%2BwAwAAK%2F%2BwAwABZ%2F9cAwABa%2F9cAwABb%2F9cAwABc%2F9cAwABd%2F%2BwAwAC%2F%2F9cAwADL%2F%2BwAwADO%2F%2BwAwQAFAFIAwQAKAFIAwQAP%2F64AwQAR%2F64AwQAiACkAwQDLAFIAwQDM%2F64AwQDOAFIAwQDP%2F64AwwAtAHsAyAA3%2F64AyQA3%2F64AygAk%2F3EAygA3ACkAygA5ACkAygA6ACkAygA8ABQAygBE%2F64AygBG%2F4UAygBH%2F4UAygBI%2F4UAygBK%2F8MAygBQ%2F8MAygBR%2F8MAygBS%2F4UAygBT%2F8MAygBU%2F4UAygBV%2F8MAygBW%2F8MAygBY%2F8MAygCC%2F3EAygCD%2F3EAygCE%2F3EAygCF%2F3EAygCG%2F3EAygCH%2F3EAygCfABQAygCi%2F4UAygCj%2F64AygCk%2F64AygCl%2F64AygCm%2F64AygCn%2F64AygCo%2F64AygCp%2F4UAygCq%2F4UAygCr%2F4UAygCs%2F4UAygCt%2F4UAygC0%2F4UAygC1%2F4UAygC2%2F4UAygC3%2F4UAygC4%2F4UAygC6%2F4UAygC7%2F8MAygC8%2F8MAygC9%2F8MAygC%2B%2F8MAygDE%2F4UAywAk%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%2F5oAAAAaAT4AAQAAAAAAAAA5AHQAAQAAAAAAAQAJAMIAAQAAAAAAAgAGANoAAQAAAAAAAwAlAS0AAQAAAAAABAAQAXUAAQAAAAAABQAMAaAAAQAAAAAABgAPAc0AAQAAAAAABwBSAoMAAQAAAAAACAAUAwAAAQAAAAAACwAcA08AAQAAAAAADAAuA8oAAQAAAAAADQAuBFcAAQAAAAAADgAqBNwAAwABBAkAAAByAAAAAwABBAkAAQASAK4AAwABBAkAAgAMAMwAAwABBAkAAwBKAOEAAwABBAkABAAgAVMAAwABBAkABQAYAYYAAwABBAkABgAeAa0AAwABBAkABwCkAd0AAwABBAkACAAoAtYAAwABBAkACwA4AxUAAwABBAkADABcA2wAAwABBAkADQBcA%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2FKxESADkYPysxMCkBNwE%2BAjU0JiMiBgcnPgEzMhYVFA4BBwEVIQOP%2FF8kAdewfThjWkaKZXN43nW11k6oyP7JAm60AaafkHtGVWM8T6BhU7qebLrDq%2F74CAAAAAABAB%2F%2F7AQ%2FBcsAKAAtQBcDFxgYF09ZGBgLJiYfTVkmBwsRTVkLGQA%2FKwAYPysREgA5GC8rERIAOTEwARQGBxUeARUUBgQjIic1HgEzMjY1NCEjNzMyNjU0JiMiBgcnPgEzMhYEP8aqf4uI%2Fv%2Bw4aBUy16dsP7qhSVqpM9jWkiVWGh403m3zgSBntQfBxike4XPck%2FXMTWPfdu3lX1PWzM7oVFBsQAAAAAC%2F%2FwAAARCBboACgASAClAFwEFEgVNWQkPEh8SAlASARISAw8HBgMYAD8%2FMxI5L11dMysRADMxMAEjAyMTITcBMwMzIRM2NyMGBwEEF8lE5UX9kiUDI%2F7Jyf5RRB9FCDNU%2FloBPf7DAT3FA7j8SAE1iPFWZP4MAAABADX%2F7ARYBbYAGwAmQBQAEk9ZAAAHFhYZTlkWBgcMTVkHGQA%2FKwAYPysREgA5GC8rMTABMhYVFAYEIyInNRYzMjY1NCYjIgcnEyEHIQM2AmK114z%2B9L7WjaevrcJ8fl%2BCWMgCyS3%2BBmpdA4vPtqH0hU%2FZZKaTaX8jRALE0f6UEgAAAAACAG%2F%2F7ARtBcsAGQAoAC1AFw0XEBAgT1kQEBcFBQpNWQUHFxpNWRcZAD8rABg%2FKxESADkYLysREgA5MTATNBoBJDMyFwcmIyIAAzM2MzIWFRQCBiMiJgUyPgE1NCMiDgMXFBZvedEBJcR1VitIbc3%2B%2BEEGfcmcr4nqmcLRAaNRfESyM1lFMB4CYwG%2BzQGSARySGcIW%2Fv3%2B%2BarGraL%2B6o%2FwLmGsZsgmOkddQ26GAAAAAAEAfQAABJwFtgAGABhACwAYBQIDAwJOWQMGAD8rERIAORg%2FMTAzASE3IQcBfQLy%2FV4rA6Qh%2FQoE6c2o%2BvIAAAADAEz%2F7AReBc0AFwAjAC8AKUAUBhIYGCoqDQAAJE9ZAAcNHk9ZDRkAPysAGD8rERIAORgvMxI5OTEwATIWFRQGBx4BFRQOASMiJjUQJS4BNTQ2Ew4BFRQWMzI2NTQmEyIGFRQWFz4BNTQmAtuz0J6peGl75J3L5QFwW0%2F%2BQpWGdmNzi2EaXXJOQXN9YAXNspaEw0JOr3J5v2nIqAEph0aWV7Pb%2FNM2kWhdcIBnW4UCqXBcU2wnK3xfUVsAAAIAXP%2FsBDcFywAZACYALUAXDhAXECFPWRAQBRcXGk1ZFwcFCk1ZBRkAPysAGD8rERIAORgvKxESADkxMAEUCgEEIyInNRYzMjYTIwYjIiY1NBI2MzIWJSIOARUUFjMyNjU0JgQ3dL3%2B%2BbOFa3lzvOw7BnHApbWG75vAzf5hUn9EXFh1omAD%2Bs3%2BXf7phyDPK%2FYBCqDMupwBCo%2FvLF6mYGluvJJsgQAAAAIAIf%2FjAfoEagALABcAF0AMAwlRWQMQFQ9RWRUWAD8rABg%2FKzEwEzQ2MzIWFRQGIyImAzQ2MzIWFRQGIyImzV5UOENhTUI9rF5UOENfTUI%2FA7RTYz89T2ZH%2FN5TYz89TmdHAAAC%2F5z%2B%2BAH6BGoABgASABVACQRABgoQUVkKEAA%2FKwAYLxrOMTAlFwIHIzYbATQ2MzIWFRQGIyImAU4IfY2wX2drXlQ4Q2FNQj3uF%2F7829YBIALGU2M%2FPU9mRwAAAAEAcwDdBBsE7AAGAAixAAMAL8YxMCUBNQEVCQEEG%2FxYA6j9RwK53QGueQHow%2F6o%2FtEAAAACAHUBrgQdA%2FIAAwAHAB9AEQQFUlkEAQEAUlkPAQGQAQEBAC9dXSsAGBDGKzEwEzUhFQE1IRV1A6j8WAOoAz%2Bzs%2F5vtLQAAAABAHMA3QQbBOwABgAIsQYDAC%2FGMTATCQE1ARUBcwK2%2FUoDqPxYAaIBLwFYw%2F4Yef5SAAAAAgCi%2F%2BUDwwXLABkAJQAlQBIHEAAAIxAjHVFZIxYQCk1ZEAQAPysAGD8rERIAORgvEjkxMAE%2BATc%2BAjU0JiMiBgcnNjMyFhUUBgcOAQcBNDYzMhYVFAYjIiYBBBJre2tPJVVRTZJOTs%2FLq8R%2FqGhcD%2F7ZXlQ4Q2JMQj0BvIWvWk1QUTBGWDclsHGrnXjDd0p2Vf6iU2M%2FPU9kRQAAAgBk%2F0YGqgW0ADgARAAsQBQHCjkRESg1BAoaPz8KCi0hNQMoLQAvMz8zEjkvMxEzETMREjkvMxI5MTABFAIGIyImJyMGIyImNTQSNjMyHgEXAwYVFDMyPgE1NCQjIgQCFRAAMzI3FQYjIiQCNRASJCEyBBIFIg4BFRQzMjY%2FASYGqnfWhGJpDAZlsHuFh%2FGPNFVKXGUeT0h8R%2F7%2F69b%2Bqr8BGfvI5tvr0v7GqfUBuQERyAEkm%2F0zVpFScFJ3KUA1A06w%2FtumXEqmnYyXAQGVChAf%2FnhyLVyF2Hrk78f%2BlOD%2B%2Ff7kVptapwE40QEOAbb6lf7odmu1Z52QlPAQAAAAAAL%2FhwAABE4FuAAHAA4AGkANDgFMWQ4OBAcDEgsEAwA%2FMz8zEjkvKzEwASEDIwEhEyMDAiY1BgcDAzv%2BG9H%2BAw8BEqbqOSgLN1esAZb%2BagW4%2BkgCZgGgrzSLqP6wAAAAAAMARgAABMsFtgAPABcAIAAtQBcGIBAQIEtZEBAODw8XTFkPAw4YTFkOEgA%2FKwAYPysREgA5GC8rERIAOTEwATIWFRQGBxUeARUUBCkBARMzMjY1NCsBAzMyNjU0JisBAwre462ZbHf%2B1P71%2FhUBNW7Hi5jftePfk6d4dMgFtqikksIeCByXbNn4Bbb9pHlvrPvbiH5iZwAAAQCH%2F%2BwFIQXLABgAF0AMEwBMWRMEDAdMWQwTAD8rABg%2FKzEwASIGAhUUFjMyNxUGIyIAERASJDMyFwcuAQOcmvKRpaGNvLTC%2BP7n0wFg4tmsXj%2BOBP6y%2FqvMtL9EzUMBKQEMAQQBvuhcwyIwAAAAAAIARgAABR8FtgAJABMAF0AMBhJMWQYDBRNMWQUSAD8rABg%2FKzEwARACBCkBASEgAAEyJBI1NCYrAQMFH8j%2Bgv7%2B%2Fm8BNQFxAQ8BJPzEsQEIjbCokuMDff7x%2FmzaBbb%2B3vw1rAE4yLjB%2B9sAAAEARgAABIMFtgALACZAFAYJTFkGBgECAgVMWQIDAQpMWQESAD8rABg%2FKxESADkYLysxMCkBASEHIQMhByEDIQNO%2FPgBNQMIK%2F3lVAH2Kf4IYAIbBbbN%2FnXL%2FjgAAQBGAAAEgQW2AAkAHUAPBglMWQYGAgESAgVMWQIDAD8rABg%2FEjkvKzEwISMBIQchAyEHIQEz7QE1AwYr%2FedgAfYt%2FgwFts3%2BOssAAAEAh%2F%2FsBVwFywAdACZAFAAdTFkAAAUMDBJMWQwEBRlMWQUTAD8rABg%2FKxESADkYLysxMAEhAw4BIyAAERASJDMyFhcHJiMiBAIVFBYzMjcTIQMSAgCdcNWE%2Fvv%2B4M0Bd%2B9vzGdarqCe%2Fv6VsqRtalD%2B6wMZ%2FSAoJQEkAQsBCAG28ikxy1a1%2FrHNt7whAXMAAAEARgAABYsFtgALABpADQgDTFkICAUKBgMBBRIAPzM%2FMxI5LysxMCEjEyEDIwEzAyETMwRW7oz9yovtATXtfwI2f%2B0Ck%2F1tBbb9qgJWAAAAAQBGAAACaAW2AAMACrMBAwASAD8%2FMTAzATMBRgE36%2F7JBbb6SgAAAAH%2Bvv5oAnMFtgAMABG3CAMABUxZACMAPysAGD8xMAMiJzcWMzI3ATMBDgGYaEIFVEXJNQEr7v7PLuf%2BaBnJFfoFh%2Fpa2c8AAAEARgAABWYFtgAMABVACQgCBQoGAwEFEgA%2FMz8zEjk5MTApAQMHAyMBMwM3ASEBBD%2F%2B%2BvyVde0BNe2XjQHsARz9mAKPZP3VBbb9PqYCHP1jAAAAAAEARgAAA3kFtgAFABG3AQMAA0xZABIAPysAGD8xMDMBMwEhB0YBNe3%2B9gIbKwW2%2BxfNAAABAEQAAAblBbYAEwAbQAwRAgIJBgsHAwAOBhIAPzMzPzMSOTkRMzEwIQMjBgcDIwEhEzMBIQEjEzY3IwECh3MGCS642wE1AUNtBgJeAVj%2Bz%2BO2Jy8G%2FX0Evnbe%2FJYFtvuDBH36SgNoupz7QgABAEQAAAXdBbYAEQAVQAkDCwgQCQMBCBIAPzM%2FMxI5OTEwKQEBIwcOAQMjASEBMzYSNxMzBKj%2B%2FP5mBgoYF6zbATUBDAGPBwYyD6DbBItFlX%2F8zgW2%2B4M2ARVBAvEAAAACAIf%2F7AWNBc0ADQAbABdADAsOTFkLBAQVTFkEEwA%2FKwAYPysxMAEQAgQjIAAREBIkMzIAJSIGAhUUFjMyNhI1NCYFjb7%2Bs9z%2B%2Ff7kxQFW2fsBF%2F3biuB%2Fo5KK3XueA5r%2B6f5M4wErAQgBCwG56v7WXcD%2Bq8qtvL8BU86qvgAAAAIARgAABJYFtgAIABMAHUAPDQBMWQ0NEA8SEAhMWRADAD8rABg%2FEjkvKzEwATMyNjU0JisBBRQAISMDIwEhMhYB0V6yw3V5dwJX%2Fq3%2B0W5z7QE1AU7l6ALsn5JtZMn4%2Fvb93QW2yQAAAgCH%2FqQFjQXNABAAHgAjQBEFBw4RTFkOBAMYBwcYTFkHEwA%2FKxESADkYPysAGBDGMTABEAAHASEDIyAAERASJDMyACUiBgIVFBYzMjYSNTQmBY3%2B%2FOEBCP7fyh%2F%2B%2Ff7kxQFW2fsBF%2F3biuB%2Fo5KK3XueA5r%2Bvv4eW%2F6JAUgBKwEIAQsBuer%2B1l3A%2FqvKrby8AVPRqr4AAAACAEYAAASaBbYADQAWACZAEwoADg4AS1kODgMMAhIDFkxZAwMAPysAGD8zEjkvKxESADkxMAEDIwEhMhYVFAYHEyEDJzMyNjU0JisBAa577QE1AVLf7q2r%2Bf78z497qqh2fHcCSP24Bba9xKXjNP2HAkjGloNpXAABACf%2F7AQ7BcsAJAAgQBALHgMWFhtMWRYEAwhMWQMTAD8rABg%2FKxESADk5MTABFAQjIic1FjMyNjU0JicuAjU0PgEzMhcHJiMiBhUUHgEXHgEDov7f%2FtKKrbGJnlKDaWQ1e%2BGNzbBWoYZthB4%2FZ5t2AazS7kvgYXVoRWtTQ26DT4DGbFy%2FTnVeL0c9QWG1AAABALAAAATDBbYABwAWQAoBEgcDBANMWQQDAD8rEQAzGD8xMCEjASE3IQchAhDtAQj%2BhS0D5iv%2BgwTpzc0AAAAAAQCY%2F%2BwFiwW2ABUAFEAJFQoDBBFMWQQTAD8rABg%2FMzEwAQMCACMiJjU0NxMzAwYVFBYzMjY3EwWLyjj%2B0PvZ7RTB7cAVd3mRqifHBbb8RP71%2Fv3Ux1NXA4X8d1hGZnGhtQOoAAEAugAABUgFtgAMABC2DAYDBwMGEgA%2FPzMSOTEwJTY3ATMBIQMzExYXBwH6RkMBx%2F79BP7%2BkOhKCQIB%2BLKDA4n6SgW2%2FHdngkwAAAABAMsAAAe0BbYAHAAbQAwXDgUOCRsSCgMBCRIAPzM%2FMzMSOTkRMzEwKQEDJzcjBgcBIQMzExQHMzY3ATMTFwczPgE3ATMFJf7%2BJQYEBi9G%2Fn%2F%2FADXlEw0GUzsBg%2BEfAwMIHFQTAWb2A0q5apCT%2FLYFtvyuiNLdhgNJ%2FLmpvFjbKwNOAAAB%2F5EAAAUlBbYACwAVQAkCCAQJBgMBBBIAPzM%2FMxI5OTEwKQEDASEBAzMTASEBBBD%2FAMD%2BSv73Akr69rIBkgEK%2FdkCUP2wAwICtP3kAhz9OgAAAAABALoAAAUABbYACAAQtgAFAQcDBRIAPz8zEjkxMAkBIQEDIxMDMwJGAbABCv2Rcu537vIDGQKd%2FG%2F92wIpA40AAf%2FZAAAEogW2AAkAIEAQBwQFBExZBQMCCAEITFkBEgA%2FKxEAMxg%2FKxEAMzEwKQE3ASE3IQcBIQOF%2FFQhA1L9qisDgSP8rAKFqAQ%2Fz6z7wwAB%2F%2BX%2BvAMQBbYABwAOtQUCAwYBJwA%2FMz8zMTABIQEhByMBMwGT%2FlIBfQGuJ93%2B0d3%2BvAb6sPpnAAEA3QAAAocFtgADAAqzAwMCEgA%2FPzEwARMjAwGs29HZBbb6SgW2AAAB%2F3H%2BvAKaBbYABwAOtQMEAwAHJwA%2FMz8zMTAHMwEjNyEBIWrbATHdJwGu%2FoP%2BVJMFmbD5BgAAAAEAJQIZBBQFvgAGAA60BQIABAIALy8zEjkxMBMBMwEjAwElAmB%2FARC4vP5OAhkDpfxbArL9TgAAAf9E%2FrwCk%2F9IAAMACLEBAgAvMzEwASE3IQJ1%2FM8eAzH%2BvIwAAQIdBNkDlgYhAAgACrIGgAEALxrNMTABIy4BJzUzFhcDlpBBhiL1L1UE2T%2BxQxWalQAAAAIAXv%2FsBH8EZgASACAAJ0AUCxEABwwPBxpGWQcQDxUAE0ZZABYAPysAGD8%2FKwAYPxESOTkxMAUiJjU0EjYzMhYXMzczAyM3IwYnMjYSNTQmIyIGAhUUFgGPjaSL9JJhjCcKPrTsthUGnmlSnmZeTFWWWlEUy7jKAWDNW1ee%2B66wxL6bAQSaWGua%2FveOZmUAAAIAL%2F%2FsBFAGFAAWACMAJ0AUBAwAEAcABhUQF0ZZEBAAHkZZABYAPysAGD8rABg%2FPxESOTkxMAUiJicjByMBMwMOAQczPgEzMhYVFAIGAyIGAhUUFjMyNhI1NAJCYo0oCkCyAUrrRw0yDwhallaRoovyDFGiY11VVZRWFFpWnAYU%2FrM%2Fuy9xV8%2B2yv6dyAO6oP77jGBrnQEHj8kAAAEAXv%2FsA80EZgAXABdADAcMRlkHEAASRlkAFgA%2FKwAYPysxMAUiJjU0EiQzMhcHJiMiAhUUFjMyNjcVBgH6xNiTAQqppIVGemOWyHBjSoFBjBTUxc8BU789uDX%2BzeJveCwgw0cAAAAAAgBe%2F%2BwE3QYUABQAIQAuQBgDCw4ABgAAHEZZABAJCkhZCRUOFUZZDhYAPysAGD8rABg%2FKwAYPxESOTkxMAEyFzM2NxMzASM3Iw4BIyImNTQSNhMyNhI1NCYjIgYCFRQCb7NZCA0YTOn%2BtrgTB1ikXI%2Bij%2FAMUqFhV1lVlFgEZrKSaAFm%2BeywalrLus0BZMT8RKQBCIdbbpr%2B9IvLAAAAAAIAXv%2FsA%2FoEZgAJACMAJkAUAxhIWQMDChERAEhZERAKHUdZChYAPysAGD8rERIAORgvKzEwASIGBzMyNjU0JgMiJjU0EiQzMhYVFAQhIwcVFBYzMjY3FQ4BAphgqSUdvNRA18XdmwEJpKGz%2FrP%2BzCsCcXBIjmFgoQOyrI1rYjM5%2FDrex8YBVbqRhbbNHx1vfiYuuywlAAAAAf8f%2FhQDrgYfAB4AKUAWDxRGWQ8ACBsLGBgbSFkYDwAFRlkAGwA%2FKwAYPysRADMRMxg%2FKzEwAyInNRYzMjcTIz8CPgEzMhcHJiMiBg8BMwcjAw4BTFo7QDKGK9mzFcIVLLWmc2A9Sj5FUxYS5SXl3yi2%2FhQXvhTNA%2F5qTFzGpyuwHFZiVrL7472yAAAD%2F4f%2BFAR3BGYAJwA0AEEASEAoGygoDkZZBzxKWQQgCQMHJSgHKAcVJScCSFknDyU1SVklEBUuSVkVGwA%2FKwAYPysAGD8rERIAOTkYLy8REhc5KysRADMxMAEPARYVFAYjIicGFRQWHwEeARUUBCEiJjU0NjcmNTQ2NyY1NDYzMhcBDgEVFBYzMjY1NCYnEyIOARUUFjMyPgE1NAR3H8Ac7sg0KG8%2FPH%2BwmP7S%2FurL34uaTF1kh%2FXJUFD%2BTHB4b3KjuFpxhUFiNkdCQV81BFKJITpPweMIKEAmHAgQFoN6xNaWg2eWNC1SRWUvUavE8BT7wBJqTkFNbGUzOgwDxU2FT0dNTohRjgABAC8AAARKBhQAGgAcQA4QChQUBUZZFBALAAAKFQA%2FMz8%2FKxESADkxMCETNjU0IyIGBwMjATMDBg8BMz4BMzIWFRQHAwK%2BjhKBcMMtYuwBSus5Gy4TCFSpXYiRF4sCoFolh%2FrZ%2Fi0GFP76fqdLal6bkExi%2FXMAAAACAC8AAAJWBfoACwAPACVAGgkfAy8DAl8DbwN%2FA58DrwPfA%2B8DBwMODw0VAD8%2FL11xzTEwATQ2MzIWFRQGIyImAyMTMwFKTkc1QlBBNUYv7OzrBWJEVDU2R1I0%2BtYEUgAC%2Fvr%2BFAJWBfoADAAYADBAIBZADxAfEC8QTxBfEI8QnxDPEN8QCQ4DEAgPAAVGWQAbAD8rABg%2FL19eXRrNMTADIic1FjMyNwEzAQ4BATQ2MzIWFRQGIyImcVo7QDWDJwEE6f72JrMBKUxHNkFQQTVE%2FhQXvhS6BMP7IbWqB05EVDU2R1IzAAAAAQAvAAAEhwYUAA4AGUANAg0FBgQICQAADwQIFQA%2FMz8%2FERc5MTABIQkBIQMHAyMBMwIGBzMDdwEQ%2Fh0BI%2F760YhN7AFK64cxIwQEUv4b%2FZMB12D%2BiQYU%2FY3NfAABAC8AAAJkBhQAAwAKswIAARUAPz8xMCEjATMBGeoBSusGFAABAC8AAAauBGYAJgAlQBIDJAAXDSEVEhwAHEZZBgAQIg8APz8yKxEAMxg%2FMzMSOTkxMAEyFzM%2BATMyFhUUBwMjEzY1NCMiBgcDIxM2NTQjIgYHAyMTMwczNgMn3CIIS79nhYsWjOuPE3lsuytl648RdW67LWLs7LgVCZQEZut0d5mLQHX9cwKgXyaB%2BM3%2BHwKgUi2H%2FtP%2BKwRSzeEAAAAAAQAvAAAESgRmABgAHEAODgsSEgVGWRIQDA8ACxUAPzM%2FPysREgA5MTAhEzY1NCMiDgEHAyMTMwczPgEzMhYVFAcDAr6OEoFIjHAcYuzsuBUJU7BnhpMXiQKgWimDcteI%2FisEUs12a5iMRXD9cwAAAAIAXv%2FuBDcEZAANABsAF0AMGQNGWRkQEgpGWRIWAD8rABg%2FKzEwATQmIyIOARUUFjMyPgE3FAIGIyImNTQSJDMyFgNKYltdk1FjYVqQUO2S%2F6bA4o8BAqnD3AK%2Ba3mP9Ytvdoj1icr%2BtbHlxccBTLnoAAAAAv%2FJ%2FhQEUARmABMAIAAmQBQDCgANDRRGWQ0QCA8HGwAbRlkAFgA%2FKwAYPz8%2FKxESADk5MTAFIicjBgcDIwEzBzM2MzIWFRQCBgMiBgIVFBYzMjYSNTQCQrVYCgcSYOkBUrgVCZ27j6KM8QxRoGVdVVWUVhSwYVj%2BMQY%2BvNDOt8z%2BncYDup%2F%2B%2Boxga50BB4%2FJAAAAAAIAXv4UBH8EZgAVACIAJ0AUDAMPAAQPBxsAHUZZABAPFkZZDxYAPysAGD8rABg%2FPxESOTkxMAEyFzM3MwEjEz4BNyMOASMiJjU0EjYTMjYSNTQmIyIGAhUUAnG3WwpAsv6s6UsMPwcIVKBai6CS7w1QnmFbUVaUWQRmsp75wgFdOPgRbFrNttABZsH8RKIBCIlea5v%2B%2BI7LAAAAAAEALwAAA4kEZgAQABRACQUNCgAQChULDwA%2FPz8ROTIxMAEyFwcmIyIGBwMjEzMHMz4BAx0%2BLjM2MH7GJ2rs7LgVCVOmBGYM2w7it%2F4MBFLNeGkAAAEADv%2FsA3EEZgAiACBAEAscAxQUGUdZFBADCEhZAxYAPysAGD8rERIAOTkxMAEUBiMiJzUWMzI2NTQmJy4BNTQ2MzIXByYjIgYVFBYXHgIDDuzSvoSZn2F4RWt9Z9a2xJZMjH5JW0JmaVguAVStu0PLWlBFM0k9Q4tfm7BUsExCOy1GNztUYwABAFz%2F7AMlBUgAGQAnQBMPEUALFA4RERRIWREPBgBGWQYWAD8rABg%2FKxEAMxEzGhgQzTEwJTI3FQ4BIyA1NDcTIz8CMwchByEDBhUUFgHHRFMjeDz%2B7hB5ohW%2BgZI0ARcn%2Fut6DTKqH7IRGvc5SgI6blLo9rL9xDclKzMAAQBv%2F%2BwEhwRSABkAG0ANDxIKGQ8NFRIFRlkSFgA%2FKwAYPz8zEjkxMAEDBhUUMzI%2BATcTMwMjNyMOASMiJjU0NjcTAfqBH39Ijm4eY%2BnpuRUIUrJnhpIYDHsEUv2ejTSFctOOAdX7rs10bZiOP3s%2BAkgAAAABAGQAAARQBFIADAAOtQUKAQ8AFQA%2FPzMyMTAzAzMTFhUzPgE3ATMB54PoNw4HHFQXATf6%2FaoEUv2qn4pKtikCVvuuAAEAeQAABl4EUgAbAB1ADRQMAwwHEBAZCA8ABxUAPzM%2FMzMREjk5ETMxMCEDJzcOAQEhAzMTBgczNjcBMxMXBzM%2BAhMzAQNMEwEDGTX%2Bwf76L90NAgkGQisBFv4TAQMGEVAv5PT9%2BgJzRsg%2Bfv07BFL9eleesGACa%2F2kNeoy2W4CAvuuAAH%2FqgAABFQEUgALABVACQAGAgcEDwsCFQA%2FMz8zEjk5MTAJASEBAzMTASEBEyMB6f7P%2FvIB2%2Bf1kAEfARL%2BM%2Fj2AYP%2BfQI5Ahn%2BiwF1%2Fdv90wAAAAH%2FVv4UBFIEUgAXABhACwUOCQAPDhNGWQ4bAD8rABg%2FMxI5MTATMxMeARUzNjcBMwEOASMiJzUWMzI2PwFk6D8JDgZWMQEl%2Fv1QWtSPTENLMkp4QDMEUv3tPuFF12ICPvsApZkTvBBXcFwAAAH%2F2QAAA6IEUgAJACRAEgcEBQUESFkFDwIIAQEISFkBFQA%2FKxESADkYPysREgA5MTApATcBITchBwEhAs%2F9Ch0Ce%2F5JJwLBJf2RAeaTAw2yqv0KAAEACP68A0oFtgAnACBAEBsJCa8KvwoCCgoTJicUEwMAPzMvMxI5L10zEjkxMAEgNTQ%2FATY1NCM3MjY3Ez4COwEHIgYHAw4BBxUWFRQPAQYVFBYzFQHJ%2FsQRLQ7RJ3iPFjscWpZ7PClgVxJGGH50oBArC0FN%2FrzsPUjJQSGNu1VlAROGhzy4RFL%2By2x9EQYtqiZTwjAaMy%2B5AAAAAAEB8v4fAqQGEAADAAmyAAADAC8%2FMTABMxEjAfKysgYQ%2BA8AAAH%2FqP68AtEFtgAmACBAEBoKCq8JvwkCCQkmExIlJgMAPzMvMxI5L10zEjkxMAEgFRQPAQYVFDMHIgYHAw4BKwE1PgE3Ez4BNzUmNTQ%2FATY1NCYjNwEOAT4RLQ7RJ3mOFj8is7Qdal0SRhh%2BdJ4RKwpWTiMFtus9SMtBIY66VGT%2BzqWGtwJFUAE1bXoRBjCnN0LFLB46KLgAAQBvAjsEKwNoABcAH0AODwYDEhIMUlkSBgBSWQYALysAGC8rABAYxBDGMTABIgYHNTYzMhYXHgEzMjY3FQYjIiYnLgEBWDN6PGSVQG1cRloxMn06Z5M%2Fek1MVwK0Pju%2FbBgnHhk%2BOr5vISEgFwAAAAL%2F0%2F6LAgoEXgADAA8AF0AKAAANAw0HUVkNEAA%2FKwAYLxI5LzEwEzMDIQEUBiMiJjU0NjMyFt2upv7uAjdeUDtEYk5BPAKF%2FAYFVlBkPzxSZEcAAAEAw%2F%2FsBDEFywAeACRAEgIeHhhNWR4BGQkMDBFPWQwKBgA%2FzSsRADMYP8UrEQAzMTAFIzcuATU0EjY%2FATMHFhcHJiMiDgEVFBYzMjY3FQYHAkKcLYSMf%2BWTI5wlfGFFfWFjollwY0qBQYWgFNUiyZ6%2BAULHFqSkDC25NY%2F2j294KyDCRQUAAAAB%2F%2B4AAAS4BcsAHAAxQBkLFxgXT1kIGBgSAAAFTVkABxMPEg9OWRIYAD8rEQAzGD8rERIAORgvMysRADMxMAEyFwcmIyIHAyEHIQcOAQchByE3Nj8BIzczEz4BA1i8pFiPc7kqOQFNIv6wIRVfUwKyLfw0JsgyI8QkxT0m5gXLVrdKzf7qrJhihirPwS3npKwBK7nCAAAAAAIAjQEOBBkEmAAbACcAGEANCQwQExcaAgUIHxUlBwAvM8QyFzkxMBM0Nyc3FzYzMhc3FwcWFRQHFwcnBiMiJwcnNyY3FBYzMjY1NCYjIgbRPYF3f2ZpbGN%2FeYE9PX93f19weFd%2FdX89qH1cW4KCW1x9AtNuX4F3fz0%2FgXWBY2xyX313fzs7fXd9X3BbfnxdXX6AAAABAGoAAAT6BbYAFgA9QCEKDg8OUFkHDwYSExJQWQMAExUPEx8TAg8TDxMMARUGDBgAPz8zEjk5Ly9dERI5MisRADMRMysRADMxMAkBMwEzByEHIQchByM3ITchNyE3MwMzAlIBsPj9%2Btkj%2Fu4fARIh%2FvA13TP%2B7yEBER7%2B8CPTx%2BgDGQKd%2FQiblJv09JuUmwL4AAAAAgHy%2Fh8CpAYQAAMABwATtwMEAwQHAAAHAC8%2FETk5Ly8xMAEzESMRMxEjAfKysrKyBhD85v5F%2FOQAAAAAAgAn%2F%2FID9AYjACwAOAAlQBUCLRQzGikGHwgIDklZCAEfJElZHxYAPysAGD8rERIAFzkxMBM0Ny4BNTQ2MzIXBy4BIyIGFRQWFx4BFRQGBxYVFAYjIic1FjMyNjU0JicuAQEOARUUFhc%2BATU0JqLbLz7fubKaRD6HTVZhSXB%2Fd2lsZvbPvH%2BYp3R0TmaCdgFcRVNdfz5LYwL8vHcgZEGKpU6eHStFPCtDMjiPYFyePUx1nbBDu11RRytJMDyPAUEaaj49VzkkbTw8WQAAAgGqBQIEFwXsAAsAFwAMsw8DFQkALzPNMjEwATQ2MzIWFRQGIyImJTQ2MzIWFRQGIyImAapGPzA5RzovPgF%2FRj8wOUc6Lz4FZDxMLzBBSi8zPEwvMEFKLwAAAAADAIP%2F7AZiBcsAFQAlADUAL0AbBQsPCx8LnwsDABEAERARAgsRCxEiMhoEKiITAD8zPzMSOTkvL10RM10RMzEwASIGFRAzMjY3FQYjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA6Jxfe4vgix1e8XU48eKgERq%2FIfIAV7KxwFdy8X%2BpM7P%2FqLDe6YBJKutASWipP7draj%2B26gECpib%2FtMgE54z99TY%2BUKTN%2F7RyAFeysb%2Bn8nH%2FqTMzwFaxqj%2B36yuASGmpQEjran%2B2wAAAAIAoAMCAzsFxwASAB0AH0AQBwgDEwAMEAwCDAAEHhkAHwA%2FMj8Q1F0yOTnEMTABMhczNzMDIzcjDgEjIiY1ND4BEzI%2BATU0IyIGFRQB8nE1Bid2k3sKBDJgPVtpXpcHMl87ZlJxBcdnWv1UaT43hHKA3XL9umCfT3fDhX0AAAAAAgBQAGQEEgPjAAYADQAMswwFCAEALzPEMjEwEwEXARMHAyUBFwETBwNQAYuH%2FuCZstkBuAGBif7ok7TRAj8BpHb%2BtP6PTAHFAgGycP6h%2FqJMAa4AAQB1AQAEHQMrAAUAEbYCBQUEUlkFAC8rABgQxDEwAREjESE1BB2z%2FQsDK%2F3VAXe0AAAA%2F%2F8ALwG%2BAlICiRIGABAAAAAEAIP%2F7AZiBcsADwAfACwANQAzQB0lKQ8pHykCNSoAKhAqAictKSoqKS0DDBwEBBQMEwA%2FMz8zEhc5Ly8vM10RM10RMzEwEzQSJDMyBBIVFAIEIyIkAjcUEgQzMiQSNTQCJCMiBAIlFAYHEyMDIxEjESEgATMyNjU0JisBg8gBXsrHAV3Lxf6kzs%2F%2BosN7pgEkq60BJaKk%2Ft2tqP7bqAPAW1XTyKxbsgENAVH%2BVEhUWltTSALbyAFeysb%2Bn8nH%2FqTMzwFaxqj%2B36yuASGmpQEjran%2B2wlTfCT%2BiwFF%2FrsDbv5nSD9JOAAAAQBvBhQEJQa6AAMACLEBAgAvMzEwASE3IQP8%2FHMnA48GFKYAAgC8AzsDTgXLAAwAGAAMsxAJFgMALzPEMjEwEzQ2MzIWFRQGIyIuATcUFjMyNjU0JiMiBrzCiIjAwIhYmliYaEpIaGdJSmgEgYjCwoiJvViWWEZoaEZKaGcAAAACAHUAAAQdBMMACwAPACRAFAwNUlkMQgkBAgFSWQYQAgFwAgECAC9dcTMrEQAzGD8rMTABITUhETMRIRUhESMBNSEVAfD%2BhQF7tAF5%2Foe0%2FoUDqAKRtQF9%2FoO1%2For%2B5bS0AAAAAQBOAkoDEAXJABkAErcKEB8CGBgBIAA%2FMxI5PzMxMAEhNyU%2BAjU0JiMiByc%2BATMyFhUUDgEPASECqv2kHAENb0sjODBbZFBElV5ziS9ldq4BcwJKh99fUkgmLjRQezY3eF9Fb25bjgABAGgCOQMQBckAIwAnQBYDFRUPFh8WAg8WHxYCFhYKHCEfDwohAD8zPzMSOS9dcTMSOTEwARQGBxUeARUUBiMiJzUWMzI2NTQrATczMjY1NCMiByc2MzIWAxBtaE5Kx6qKcH56WmOSbBxdWWt1XGBEfqV8igT4WnYaBBJiQoGaOJ9HSkVxhURBZEF5Wm8AAAABAfwE2QPlBiEACAAKsgOACAAvGs0xMAE2NyEVDgEHIwH8YYABCDbQR5wE8mzDE0K%2FNAAAAf%2FJ%2FhQEkwRSABoAIEAQEgwKBxcPFhsKFQ8DRlkPFgA%2FKwAYPz8%2FMxI5OTEwARQWMzI2NxMzAyM3Iw4BIyInIwYHAyMBMwMGAWZCP3HBLWbn67gWCkucV2wvCAkeQukBUuuNEwEzQUj71AHZ%2B66%2Bb2NRSaL%2BwgY%2B%2FWJUAAEArP78BLQGFAAPABO3CAgBAw4ABQEALzM%2FMxI5LzEwASMRIxEjEQYjIiY1EDYzIQS0i7yMPlPYzNrpAkX%2B%2FAZm%2BZoDMxL6%2BwEE%2Fv%2F%2FAJYCOQHDA2oQBwARAHUCVgAAAAH%2FRP4UAOwAAAASABpADQ0QQAsOSBAQDwgDGw8ALz8zEjkvKzMxMBMUBiMiJzUWMzI1NCYnNzMHHgHspI5ANi8xiUZFYpIySED%2B%2BGp6D4cOYCgrCahgGVQAAAAAAQDBAkoCtgW2AAoADrUJAyAGAB4APzI%2FOTEwATMDIxM2Nw4BBycCFKK6v2MRKBU5fU0FtvyUAc1PihQuUIEAAAIApAMCAwgFxwANABcAFEAKEwAEEAQCBA4LHwA%2FM8RdMjEwARQOASMiJjU0PgEzMhYlIgYVFDMyNjU0AwhUnm56ilija3yC%2FvZRZ3BNZQS2fsZwkoN6x2%2BPCq%2BBja%2BEigAAAAACAAoAXAPPA9sABgANAA60CAEBDAUALzPELzIxMAkBJwEDNxMFAScBAzcTA8%2F%2Bc4YBH5m02f5I%2Fn%2BMARmSs9MB%2Fv5edwFKAXJM%2FjkC%2FlBxAVwBYEz%2BUAD%2F%2FwCVAAAFxQW2ECcA0wKTAAAQJgB71gARBwDUAsH9twAJswMCERgAPzU1AP%2F%2FAHkAAAYeBbYQJwDTAncAABAmAHu5ABEHAHQDDv23AAeyAhAYAD81AAAA%2F%2F8AbAAABi8FyRAnANMDIQAAECcA1AMr%2FbcRBgB1BAAACbMCAQYYAD81NQAAAv%2Fd%2FnUC%2FgRaABkAJQAtQBgHABkQGQILAxkZECMjHVFZIxAQCk1ZECIAPysAGD8rERIAORgvX15dOTEwAQ4BBw4CFRQWMzI2NxcGIyImNTQ2Nz4BNwEUBiMiJjU0NjMyFgKcGW10a00lVFFMk09Lzcyuv4CnXWAWASdgUjhDXU9CPwKDkqpTT05QMEdXNyaxcKuceMZ1QHVfAV5VY0E8TmZEAP%2F%2F%2F4cAAAROB3MSJgAkAAARBwBD%2F%2F0BUgAKtAIQEAUmACsRNf%2F%2F%2F4cAAASsB3MSJgAkAAARBwB2AMcBUgAKtAIXFwUmACsRNf%2F%2F%2F4cAAASFB3MSJgAkAAARBwDFAFoBUgAKtAIVFQUmACsRNf%2F%2F%2F4cAAATLB0gSJgAkAAARBwDHAHMBUgAKtAIYGAUmACsRNf%2F%2F%2F4cAAARzBz4SJgAkAAARBwBqAFwBUgAMtQMCJCQFJgArETU1AAD%2F%2F%2F%2BHAAAETgcHEiYAJAAAEQYAxhttAAmzAwIkAwA%2FNTUAAAAAAv%2BHAAAHJQW2AA8AEwA8QCAKDUxZCgoBBhMDTFkTEwEGBRIJEgYSTFkGAwEOTFkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKzEwKQETIQEhASEHIQMhByEDIQETIwEF8Pz3Vv5Q%2FwD%2B%2BgOiA%2Fwr%2FeVUAfgr%2FgpiAhv9TYpS%2FnABlv5qBbbN%2FnXI%2FjUBmwKD%2FX0A%2F%2F8Ah%2F4UBSEFyxImACYAABAHAHoCKwAA%2F%2F8ARgAABIMHcxImACgAABEHAEP%2F8QFSAAq0AQ0NBSYAKxE1%2F%2F8ARgAABIMHcxImACgAABEHAHYAfQFSAAq0ARQUBSYAKxE1%2F%2F8ARgAABIMHcxImACgAABEHAMUAPwFSAAq0ARISBSYAKxE1%2F%2F8ARgAABIMHPhImACgAABEHAGoANQFSAAy1AgEhIQUmACsRNTUAAP%2F%2FAEYAAAJ2B3MSJgAsAAARBwBD%2FuABUgAKtAEFBQUmACsRNf%2F%2FAEYAAAOIB3MSJgAsAAARBwB2%2F6MBUgAKtAEMDAUmACsRNf%2F%2FAEYAAANpB3MSJgAsAAARBwDF%2Fz4BUgAKtAEKCgUmACsRNf%2F%2FAEYAAANgBz4SJgAsAAARBwBq%2F0kBUgAMtQIBGRkFJgArETU1AAAAAgA1AAAFHwW2AA0AGwAtQBcaBwgHTFkXCAgFCgoWTFkKAwUbTFkFEgA%2FKwAYPysREgA5GC8zKxEAMzEwARACBCkBEyM3MxMhIAABMiQSNTQmKwEDIQchAwUfyP6C%2Fv7%2Bb4GSLZCJAXEBDwEk%2FMSxAQiNsKiSXgEdLf7lWgN9%2FvH%2BbNoCb8gCf%2F7e%2FDWsATjIuMH%2BScj%2BWv%2F%2FAEQAAAXdB0gSJgAxAAARBwDHAQABUgAKtAEbGwUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwBDAG8BUgAKtAIdHQUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwB2ARcBUgAKtAIkJAUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwDFAMkBUgAKtAIiIgUmACsRNf%2F%2FAIf%2F7AWNB0gSJgAyAAARBwDHANkBUgAKtAIlJQUmACsRNf%2F%2FAIf%2F7AWNBz4SJgAyAAARBwBqAMUBUgAMtQMCMTEFJgArETU1AAAAAQCTAR8EAASHAAsAFkAKAwAGCQQCCggEAgAvMy8zEhc5MTAJATcJARcJAQcJAScByf7KfQE4ATl%2F%2FsUBN3v%2Bx%2F7IegLTATd9%2FssBNXv%2Bx%2F7HewE1%2Fs17AAMAbf%2BqBbQGBAAVAB4AJwAuQBodIRwiBCQWERQJBgQEDw8WTFkPBAQkTFkEEwA%2FKwAYPysREgAXORESFzkxMAEQAgQjIicHJzcmNRASJDMyFzcXBxYlIgYCFRQXASYTNCcBFjMyNhIFjb7%2Bs9zBfXaFgWfFAVbZvYB3hYVe%2FduN4IIYApxQvxP9a0t3i998A5r%2B6f5M41OVaKCK4wELAbnqXpVopoKOuv6oz1hMA0RB%2FpZYN%2FzHOL8BUgD%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAQwBOAVIACrQBFxcFJgArETX%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAdgEbAVIACrQBHh4FJgArETX%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAxQC2AVIACrQBHBwFJgArETX%2F%2FwCY%2F%2BwFiwc%2BEiYAOAAAEQcAagCwAVIADLUCASsrBSYAKxE1NQAA%2F%2F8AugAABQAHcxImADwAABEHAHYAZgFSAAq0ARERBSYAKxE1AAIARgAABGQFtgAMABUAH0ARCRVMWQ0ETFkJDQkNBgcDBhIAPz8SOTkvLysrMTABFAAhIwMjATMHMzIWATMyNjU0JisBBGT%2Bs%2F7KbELtATXtM2Hj6%2F06YLDFd3l5AzHz%2FvP%2BzwW288r%2BAZ2UbWIAAAAB%2Fv7%2BFAS2BhsAOQAsQBgxFCUDHQwMNEdZDAAdIkhZHRYABUZZABsAPysAGD8rABg%2FKxESABc5MTADIic1FjMyNjcBPgEzMhYVFAcOARUUFx4CFRQGIyInNRYzMjY1NCYnLgE1NDY3PgE1NCYjIgcBDgF1RUg9NEFTFgEGMPrgvNGzdj1Ka0gm6Ma2ZX5%2BaXYvWFJOWVtiUV5V0jT%2B%2BCq5%2FhQXwRVXaATS58ygh6mCV0EjLDlUVmM8rMhByVZYUDBKRkBzRUuAPEJcNEFI7%2FsUxa4A%2F%2F8AXv%2FsBH8GIRImAEQAABEGAEO5AAAKtAIiIhEmACsRNQAA%2F%2F8AXv%2FsBH8GIRImAEQAABEGAHZaAAAKtAIpKREmACsRNQAA%2F%2F8AXv%2FsBH8GIRImAEQAABEGAMX9AAAKtAInJxEmACsRNQAA%2F%2F8AXv%2FsBH8F9hImAEQAABEGAMcSAAAKtAIqKhEmACsRNQAA%2F%2F8AXv%2FsBH8F7BImAEQAABEGAGr%2FAAAMtQMCNjYRJgArETU1%2F%2F8AXv%2FsBH8GmhImAEQAABEGAMboAAAMtQMCJCQRJgArETU1AAMAXv%2FsBo8EZgApADcAQQA%2FQCM7IUhZOzsGAhQXBAkQFQ84MRAxRlkaEBAEFSUqCSpGWQAJFgA%2FMysRADMYPz8zKxEAMxg%2FERIXOTkvKzEwBSInByM3Iw4BIyImNTQSNjMyFhczNzMHPgEzMhYVFAQhIwcUFjMyNxUGJTI2EjU0JiMiBgIVFBYBIgYHMzI2NTQmBKLeUxeXFAhVoV6Gl4rvjViALAk%2FlBkzoGSMof6z%2FswtBHlzfbSv%2FIZVm2BNS1WVU0oDn2erJR%2B71EQUiXWwalrOtckBYsxXW551P0qZfbbNPHV4VL1PvqEBDoRbbqD%2B%2BotpYgMIrI1rYDo0AP%2F%2FAF7%2BFAPNBGYSJgBGAAAQBwB6AYEAAP%2F%2FAF7%2F7AP6BiESJgBIAAARBgBDlwAACrQCJSURJgArETUAAP%2F%2FAF7%2F7AQWBiESJgBIAAARBgB2MQAACrQCLCwRJgArETUAAP%2F%2FAF7%2F7AQJBiESJgBIAAARBgDF3gAACrQCKioRJgArETUAAP%2F%2FAF7%2F7AP6BewSJgBIAAARBgBq2gAADLUDAjk5ESYAKxE1Nf%2F%2FAC8AAAIYBiESJgDCAAARBwBD%2FoIAAAAKtAEFBREmACsRNf%2F%2FAC8AAAMdBiESJgDCAAARBwB2%2FzgAAAAKtAEMDBEmACsRNf%2F%2FAC8AAAMJBiESJgDCAAARBwDF%2Ft4AAAAKtAEKChEmACsRNf%2F%2FAC8AAAL7BewSJgDCAAARBwBq%2FuQAAAAMtQIBGRkRJgArETU1AAAAAgBQ%2F%2BwEewYlAB0AKwA2QBwFCAAbBAYcHAMZDhUVJUdZFRUOBgMBDh5HWQ4WAD8rABg%2FMxI5LysREgA5EjkYLxIXOTEwASYnNxYXNxcHFhEUAgQjIiY1NBI2MzIWFzMmJwcnEzI%2BATU0JiMiDgEVFBYChyxbaoFQ%2BkbZm5L%2B%2BrXF24Puk2CQKQYKe%2FpIUFyLTmhcW4tKYgUtKTeYSEqKf3nN%2Fs3%2F%2FoW%2F1sOiARKcTUbzjI6B%2B%2B53x2phdHDDc2hvAAAA%2F%2F8ALwAABH0F9hImAFEAABEGAMclAAAKtAEiIhEmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAEOfAAAKtAIdHREmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAHZIAAAKtAIkJBEmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAMXzAAAKtAIiIhEmACsRNQAA%2F%2F8AXv%2FuBFoF9hImAFIAABEGAMcCAAAKtAIlJREmACsRNQAA%2F%2F8AXv%2FuBDcF7BImAFIAABEGAGrvAAAMtQMCMTERJgArETU1AAMAdQDsBB0EtgADAA8AGwAcQAwHDRkTDRMBAQBSWQEALysRADMzGC8zLzMxMBM1IRUBNDYzMhYVFAYjIiYRNDYzMhYVFAYjIiZ1A6j9rj8%2BPkFFOjpDPz4%2BQUU6OkMCd7S0%2Fv5AR0g%2FQElHAvxAR0g%2FQElHAAAAAAMAM%2F%2BmBFoEkwAVAB0AJgAuQBocJBslBB4WERQJBgQEDw8WR1kPEAQeR1kEFgA%2FKwAYPysREgAXORESFzkxMAEUAgYjIicHJzcmNTQSJDMyFzcXBxYlIgIVFBcBJgMyPgE1NCcBFgQ1lP2iiWJpe3NGjQECqYhnVn1kP%2F5YjbwIAbotyVmUVQb%2BTCkCvND%2BsK47g2CNaJ3IAUq6PWxgdWRO%2Ft3bJyMCJSP9AIXrjC0W%2FeIh%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAEOhAAAKtAEbGxEmACsRNQAA%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAHZzAAAKtAEiIhEmACsRNQAA%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAMUQAAAKtAEgIBEmACsRNQAA%2F%2F8Ab%2F%2FsBIcF7BImAFgAABEGAGoGAAAMtQIBLy8RJgArETU1%2F%2F%2F%2FVv4UBFIGIRImAFwAABEGAHb5AAAKtAEgIBEmACsRNQAAAAL%2Fyf4UBFAGFAAWACQAJ0AUBA0AEAkACBsQF0ZZEBAAHkZZABYAPysAGD8rABg%2FPxESOTkxMAUiJicjBgcDIwEzDgEHMzYzMhYVFAIGAyIGAhUUFjMyNhI1NCYCSl6OKwgHEmDpAbDrMDIzCJutkKGI6RxUnmBcVlaTVlIUW1VbXv4xCADf6K%2FIzLnM%2Fp3GA7qi%2FveGYmmaAQiRZGUAAP%2F%2F%2F1b%2BFARSBewSJgBcAAARBgBqmQAADLUCAS0tESYAKxE1NQABAC8AAAIGBFIAAwAKswIPARUAPz8xMCEjEzMBG%2Bzs6wRSAAACAIf%2F7AdSBc0AFQAhADpAIBATTFkQEAEMDA9MWQwDChtMWQoEARRMWQESAxZMWQMTAD8rABg%2FKwAYPysAGD8rERIAORgvKzEwKQEGIyAAERASJDMyFyEHIQMhByEDIQUyNxMmIyIGAhUUFgYd%2FTNUVv79%2FuTFAVbZkU4C%2BCv95VQB%2BCv%2BCGACG%2FxsSkHeRHGK4H%2BjFAErAQgBCwG56hfN%2FnXI%2FjUTGwQOH8D%2Bq8qtvAAAAAADAF7%2F7AbDBGYAIgAvADkAO0AeDgMFDDMYSFkzMwUMMCMMI0ZZEQwQHCoFKkZZAAUWAD8zKxEAMxg%2FMysRADMREjkYLysREgA5OTEwBSImJwYjIiY1NBIkMzIXPgEzMhYVFAQhIwcUFjMyNjcVDgEBIg4BFRQWMzISNTQmJSIGBzMyNjU0JgTJeLkwie262pMA%2F6btYknKfZ%2Bv%2FrX%2Bzi8DcXFFg29bqP1dV41XYVuPrWMCiWmuIh%2B90jwUXFy258XOAU2vwFtnlYG3zDxvfiMxvSskA7aA9ZF0egEl6291EKuObGUwOAAAAQFiBNkEKwYhAA0ADrQDC4AGAQAvMxrNMjEwASMmJwYHIzU%2BATczFhcEK5hMVYNppIp%2BG%2FgmiATZP3NuRBmAhyhjzAACAh0E1wP0BpoACwAXABlADg8PCR8JLwkDcAkBCRUDAC8zzF1dMjEwARQGIyImNTQ2MzIWBzQmIyIGFRQWMzI2A%2FSEamp%2FgmdohoM8Ly07NTMvPAW6aHt6Z2d7eWkyOTkyMTc3AAAAAAEBRgTXBFgF9gAVACFAEBAABQsACwALfxSPFAIUgAkALxrMXTk5Ly8RMxEzMTABIi4CIyIGByMSMzIeAjMyNjczAgNULUtEPyAmMhKJOccuTkM8HSgyF4lCBNkiKSI3OAEdIykjNTz%2B4wAAAAEALwHFA6AChwADAAixAAEALzMxMBM3IQcvKwNGKwHFwsIAAAEALwHFB3cChwADAAixAAEALzMxMBM3IQcvKwcdKwHFwsIAAAEAdwPBAjEFtgAHAAmyAAQDAD%2FNMTATJzYSNzMCB30GIpFXsHpNA8EWTAEKif7i1wAAAAABAHMDwQIvBbYACAAJsgUIAwA%2FzjEwARcGAgcjNhI3AicIJZNSsit%2BHQW2FlP%2B839fAUBWAAAAAAH%2Fmv74AVYA7gAGAAixBAAAL80xMCUXBgcjNhMBTghsnrJpX%2B4X6fbuAQgAAgB3A8EDyQW2AAYADgANtAAHAwsDAD8zzTIxMAEnNhMzAgchJzYSNzMCBwIXCVS3sHpN%2FXsGIpFXsHpNA8EWvgEh%2FuLXFkwBCon%2B4tcAAAACAHMDwQPHBbYACAAQAA20DQUQCAMAPzPOMjEwARcGAgcjNhI3IRcGAyM2EjcCJwglk1KyK34dAoUJYquwM3QgBbYWU%2F7zf18BQFYW3P79cgEmXQAC%2F5r%2B%2BALuAO4ABgANAAyzCwQNAAAvMs0yMTAlFwYHIzYTIRcGAyMSNwFOCGyesmlfAoMJXK%2BweE%2FuF%2Bn27gEIF87%2B7wEZ3QABAJgBzQKkBAgACwAIsQkDAC8vMTATNDYzMhYVFAYjIiaYp4xkdaSRZnECrJzAbXKcwHMAAQBQAGQCYgPjAAYACLEFAQAvxDEwEwEXARMHA1ABi4f%2B4Jmy2QI9AaZ2%2FrL%2BkUwBwQAAAAEACgBcAh0D2wAGAAixAQUAL8QxMAkBJwEDNxMCHf50hwEhmrPZAgL%2BWncBTgFuTP5AAAAB%2FgIAAAMCBbYAAwAKswMDAhIAPz8xMAkBIwEDAvvFxQQ9Bbb6SgW2AAAAAAIARgJKAwQFvAAKABAAJUAUDQcBBQkFBgMPEB8QAhAQAwceAyAAPz8SOS9dFzMRMxEzMTABIwcjNyE3ATMDMyE%2FAQYPAQLneie3J%2F6QGgHdxXl7%2Fs80IiBCuwL6sLCJAjn9zd2BM1DbAAAAAAEAM%2F%2FsBNkFywAnAFNALwYcHRxQWQMdCxcYF1BZCBgPHR8dAgkAGHAYAgsDHRgdGBMhIQBNWSEHEw5OWRMZAD8rABg%2FKxESADk5GC8vX15dXl0RMysRADMRMysRADMxMAEiBgchByEGByEHIRQWMzI3FQYjIgI1IzczNjcjNzMSADMyFhcHLgEDkXbBQQGDIf5uEgoBVCH%2BwXmHeIqBsdjkoiGLDwyJIJRcAUfQWJlQZjZqBQKuqJpDSJuhkzzLPQEE%2FJtfLJoBBAEbLDe0IiwAAAAAAAABAAAjAAABBdMYAAAKCvIABQAk%2F3EABQA3ACkABQA5ACkABQA6ACkABQA8ABQABQBE%2F64ABQBG%2F4UABQBH%2F4UABQBI%2F4UABQBK%2F8MABQBQ%2F8MABQBR%2F8MABQBS%2F4UABQBT%2F8MABQBU%2F4UABQBV%2F8MABQBW%2F8MABQBY%2F8MABQCC%2F3EABQCD%2F3EABQCE%2F3EABQCF%2F3EABQCG%2F3EABQCH%2F3EABQCfABQABQCi%2F4UABQCj%2F64ABQCk%2F64ABQCl%2F64ABQCm%2F64ABQCn%2F64ABQCo%2F64ABQCp%2F4UABQCq%2F4UABQCr%2F4UABQCs%2F4UABQCt%2F4UABQC0%2F4UABQC1%2F4UABQC2%2F4UABQC3%2F4UABQC4%2F4UABQC6%2F4UABQC7%2F8MABQC8%2F8MABQC9%2F8MABQC%2B%2F8MABQDE%2F4UACgAk%2F3EACgA3ACkACgA5ACkACgA6ACkACgA8ABQACgBE%2F64ACgBG%2F4UACgBH%2F4UACgBI%2F4UACgBK%2F8MACgBQ%2F8MACgBR%2F8MACgBS%2F4UACgBT%2F8MACgBU%2F4UACgBV%2F8MACgBW%2F8MACgBY%2F8MACgCC%2F3EACgCD%2F3EACgCE%2F3EACgCF%2F3EACgCG%2F3EACgCH%2F3EACgCfABQACgCi%2F4UACgCj%2F64ACgCk%2F64ACgCl%2F64ACgCm%2F64ACgCn%2F64ACgCo%2F64ACgCp%2F4UACgCq%2F4UACgCr%2F4UACgCs%2F4UACgCt%2F4UACgC0%2F4UACgC1%2F4UACgC2%2F4UACgC3%2F4UACgC4%2F4UACgC6%2F4UACgC7%2F8MACgC8%2F8MACgC9%2F8MACgC%2B%2F8MACgDE%2F4UACwAtALgADwAm%2F5oADwAq%2F5oADwAy%2F5oADwA0%2F5oADwA3%2F3EADwA4%2F9cADwA5%2F4UADwA6%2F4UADwA8%2F4UADwCJ%2F5oADwCU%2F5oADwCV%2F5oADwCW%2F5oADwCX%2F5oADwCY%2F5oADwCa%2F5oADwCb%2F9cADwCc%2F9cADwCd%2F9cADwCe%2F9cADwCf%2F4UADwDD%2F5oAEAA3%2F64AEQAm%2F5oAEQAq%2F5oAEQAy%2F5oAEQA0%2F5oAEQA3%2F3EAEQA4%2F9cAEQA5%2F4UAEQA6%2F4UAEQA8%2F4UAEQCJ%2F5oAEQCU%2F5oAEQCV%2F5oAEQCW%2F5oAEQCX%2F5oAEQCY%2F5oAEQCa%2F5oAEQCb%2F9cAEQCc%2F9cAEQCd%2F9cAEQCe%2F9cAEQCf%2F4UAEQDD%2F5oAJAAF%2F3EAJAAK%2F3EAJAAm%2F9cAJAAq%2F9cAJAAtAQoAJAAy%2F9cAJAA0%2F9cAJAA3%2F3EAJAA5%2F64AJAA6%2F64AJAA8%2F4UAJACJ%2F9cAJACU%2F9cAJACV%2F9cAJACW%2F9cAJACX%2F9cAJACY%2F9cAJACa%2F9cAJACf%2F4UAJADD%2F9cAJADL%2F3EAJADO%2F3EAJQAP%2F64AJQAR%2F64AJQAk%2F9cAJQA3%2F8MAJQA5%2F%2BwAJQA6%2F%2BwAJQA7%2F9cAJQA8%2F%2BwAJQA9%2F%2BwAJQCC%2F9cAJQCD%2F9cAJQCE%2F9cAJQCF%2F9cAJQCG%2F9cAJQCH%2F9cAJQCf%2F%2BwAJQDM%2F64AJQDP%2F64AJgAm%2F9cAJgAq%2F9cAJgAy%2F9cAJgA0%2F9cAJgCJ%2F9cAJgCU%2F9cAJgCV%2F9cAJgCW%2F9cAJgCX%2F9cAJgCY%2F9cAJgCa%2F9cAJgDD%2F9cAJwAP%2F64AJwAR%2F64AJwAk%2F9cAJwA3%2F8MAJwA5%2F%2BwAJwA6%2F%2BwAJwA7%2F9cAJwA8%2F%2BwAJwA9%2F%2BwAJwCC%2F9cAJwCD%2F9cAJwCE%2F9cAJwCF%2F9cAJwCG%2F9cAJwCH%2F9cAJwCf%2F%2BwAJwDM%2F64AJwDP%2F64AKAAtAHsAKQAP%2F4UAKQAR%2F4UAKQAiACkAKQAk%2F9cAKQCC%2F9cAKQCD%2F9cAKQCE%2F9cAKQCF%2F9cAKQCG%2F9cAKQCH%2F9cAKQDM%2F4UAKQDP%2F4UALgAm%2F9cALgAq%2F9cALgAy%2F9cALgA0%2F9cALgCJ%2F9cALgCU%2F9cALgCV%2F9cALgCW%2F9cALgCX%2F9cALgCY%2F9cALgCa%2F9cALgDD%2F9cALwAF%2F1wALwAK%2F1wALwAm%2F9cALwAq%2F9cALwAy%2F9cALwA0%2F9cALwA3%2F9cALwA4%2F%2BwALwA5%2F9cALwA6%2F9cALwA8%2F8MALwCJ%2F9cALwCU%2F9cALwCV%2F9cALwCW%2F9cALwCX%2F9cALwCY%2F9cALwCa%2F9cALwCb%2F%2BwALwCc%2F%2BwALwCd%2F%2BwALwCe%2F%2BwALwCf%2F8MALwDD%2F9cALwDL%2F1wALwDO%2F1wAMgAP%2F64AMgAR%2F64AMgAk%2F9cAMgA3%2F8MAMgA5%2F%2BwAMgA6%2F%2BwAMgA7%2F9cAMgA8%2F%2BwAMgA9%2F%2BwAMgCC%2F9cAMgCD%2F9cAMgCE%2F9cAMgCF%2F9cAMgCG%2F9cAMgCH%2F9cAMgCf%2F%2BwAMgDM%2F64AMgDP%2F64AMwAP%2FvYAMwAR%2FvYAMwAk%2F5oAMwA7%2F9cAMwA9%2F%2BwAMwCC%2F5oAMwCD%2F5oAMwCE%2F5oAMwCF%2F5oAMwCG%2F5oAMwCH%2F5oAMwDM%2FvYAMwDP%2FvYANAAP%2F64ANAAR%2F64ANAAk%2F9cANAA3%2F8MANAA5%2F%2BwANAA6%2F%2BwANAA7%2F9cANAA8%2F%2BwANAA9%2F%2BwANACC%2F9cANACD%2F9cANACE%2F9cANACF%2F9cANACG%2F9cANACH%2F9cANACf%2F%2BwANADM%2F64ANADP%2F64ANwAP%2F4UANwAQ%2F64ANwAR%2F4UANwAiACkANwAk%2F3EANwAm%2F9cANwAq%2F9cANwAy%2F9cANwA0%2F9cANwA3ACkANwBE%2F1wANwBG%2F3EANwBH%2F3EANwBI%2F3EANwBK%2F3EANwBQ%2F5oANwBR%2F5oANwBS%2F3EANwBT%2F5oANwBU%2F3EANwBV%2F5oANwBW%2F4UANwBY%2F5oANwBZ%2F9cANwBa%2F9cANwBb%2F9cANwBc%2F9cANwBd%2F64ANwCC%2F3EANwCD%2F3EANwCE%2F3EANwCF%2F3EANwCG%2F3EANwCH%2F3EANwCJ%2F9cANwCU%2F9cANwCV%2F9cANwCW%2F9cANwCX%2F9cANwCY%2F9cANwCa%2F9cANwCi%2F3EANwCj%2F1wANwCk%2F1wANwCl%2F1wANwCm%2F1wANwCn%2F1wANwCo%2F1wANwCp%2F3EANwCq%2F3EANwCr%2F3EANwCs%2F3EANwCt%2F3EANwC0%2F3EANwC1%2F3EANwC2%2F3EANwC3%2F3EANwC4%2F3EANwC6%2F3EANwC7%2F5oANwC8%2F5oANwC9%2F5oANwC%2B%2F5oANwC%2F%2F9cANwDD%2F9cANwDE%2F3EANwDI%2F64ANwDJ%2F64ANwDM%2F4UANwDP%2F4UAOAAP%2F9cAOAAR%2F9cAOAAk%2F%2BwAOACC%2F%2BwAOACD%2F%2BwAOACE%2F%2BwAOACF%2F%2BwAOACG%2F%2BwAOACH%2F%2BwAOADM%2F9cAOADP%2F9cAOQAP%2F5oAOQAR%2F5oAOQAiACkAOQAk%2F64AOQAm%2F%2BwAOQAq%2F%2BwAOQAy%2F%2BwAOQA0%2F%2BwAOQBE%2F9cAOQBG%2F9cAOQBH%2F9cAOQBI%2F9cAOQBK%2F%2BwAOQBQ%2F%2BwAOQBR%2F%2BwAOQBS%2F9cAOQBT%2F%2BwAOQBU%2F9cAOQBV%2F%2BwAOQBW%2F%2BwAOQBY%2F%2BwAOQCC%2F64AOQCD%2F64AOQCE%2F64AOQCF%2F64AOQCG%2F64AOQCH%2F64AOQCJ%2F%2BwAOQCU%2F%2BwAOQCV%2F%2BwAOQCW%2F%2BwAOQCX%2F%2BwAOQCY%2F%2BwAOQCa%2F%2BwAOQCi%2F9cAOQCj%2F9cAOQCk%2F9cAOQCl%2F9cAOQCm%2F9cAOQCn%2F9cAOQCo%2F9cAOQCp%2F9cAOQCq%2F9cAOQCr%2F9cAOQCs%2F9cAOQCt%2F9cAOQC0%2F9cAOQC1%2F9cAOQC2%2F9cAOQC3%2F9cAOQC4%2F9cAOQC6%2F9cAOQC7%2F%2BwAOQC8%2F%2BwAOQC9%2F%2BwAOQC%2B%2F%2BwAOQDD%2F%2BwAOQDE%2F9cAOQDM%2F5oAOQDP%2F5oAOgAP%2F5oAOgAR%2F5oAOgAiACkAOgAk%2F64AOgAm%2F%2BwAOgAq%2F%2BwAOgAy%2F%2BwAOgA0%2F%2BwAOgBE%2F9cAOgBG%2F9cAOgBH%2F9cAOgBI%2F9cAOgBK%2F%2BwAOgBQ%2F%2BwAOgBR%2F%2BwAOgBS%2F9cAOgBT%2F%2BwAOgBU%2F9cAOgBV%2F%2BwAOgBW%2F%2BwAOgBY%2F%2BwAOgCC%2F64AOgCD%2F64AOgCE%2F64AOgCF%2F64AOgCG%2F64AOgCH%2F64AOgCJ%2F%2BwAOgCU%2F%2BwAOgCV%2F%2BwAOgCW%2F%2BwAOgCX%2F%2BwAOgCY%2F%2BwAOgCa%2F%2BwAOgCi%2F9cAOgCj%2F9cAOgCk%2F9cAOgCl%2F9cAOgCm%2F9cAOgCn%2F9cAOgCo%2F9cAOgCp%2F9cAOgCq%2F9cAOgCr%2F9cAOgCs%2F9cAOgCt%2F9cAOgC0%2F9cAOgC1%2F9cAOgC2%2F9cAOgC3%2F9cAOgC4%2F9cAOgC6%2F9cAOgC7%2F%2BwAOgC8%2F%2BwAOgC9%2F%2BwAOgC%2B%2F%2BwAOgDD%2F%2BwAOgDE%2F9cAOgDM%2F5oAOgDP%2F5oAOwAm%2F9cAOwAq%2F9cAOwAy%2F9cAOwA0%2F9cAOwCJ%2F9cAOwCU%2F9cAOwCV%2F9cAOwCW%2F9cAOwCX%2F9cAOwCY%2F9cAOwCa%2F9cAOwDD%2F9cAPAAP%2F4UAPAAR%2F4UAPAAiACkAPAAk%2F4UAPAAm%2F9cAPAAq%2F9cAPAAy%2F9cAPAA0%2F9cAPABE%2F5oAPABG%2F5oAPABH%2F5oAPABI%2F5oAPABK%2F9cAPABQ%2F8MAPABR%2F8MAPABS%2F5oAPABT%2F8MAPABU%2F5oAPABV%2F8MAPABW%2F64APABY%2F8MAPABd%2F9cAPACC%2F4UAPACD%2F4UAPACE%2F4UAPACF%2F4UAPACG%2F4UAPACH%2F4UAPACJ%2F9cAPACU%2F9cAPACV%2F9cAPACW%2F9cAPACX%2F9cAPACY%2F9cAPACa%2F9cAPACi%2F5oAPACj%2F5oAPACk%2F5oAPACl%2F5oAPACm%2F5oAPACn%2F5oAPACo%2F5oAPACp%2F5oAPACq%2F5oAPACr%2F5oAPACs%2F5oAPACt%2F5oAPAC0%2F5oAPAC1%2F5oAPAC2%2F5oAPAC3%2F5oAPAC4%2F5oAPAC6%2F5oAPAC7%2F8MAPAC8%2F8MAPAC9%2F8MAPAC%2B%2F8MAPADD%2F9cAPADE%2F5oAPADM%2F4UAPADP%2F4UAPQAm%2F%2BwAPQAq%2F%2BwAPQAy%2F%2BwAPQA0%2F%2BwAPQCJ%2F%2BwAPQCU%2F%2BwAPQCV%2F%2BwAPQCW%2F%2BwAPQCX%2F%2BwAPQCY%2F%2BwAPQCa%2F%2BwAPQDD%2F%2BwAPgAtALgARAAF%2F%2BwARAAK%2F%2BwARADL%2F%2BwARADO%2F%2BwARQAF%2F%2BwARQAK%2F%2BwARQBZ%2F9cARQBa%2F9cARQBb%2F9cARQBc%2F9cARQBd%2F%2BwARQC%2F%2F9cARQDL%2F%2BwARQDO%2F%2BwARgAFACkARgAKACkARgDLACkARgDOACkASAAF%2F%2BwASAAK%2F%2BwASABZ%2F9cASABa%2F9cASABb%2F9cASABc%2F9cASABd%2F%2BwASAC%2F%2F9cASADL%2F%2BwASADO%2F%2BwASQAFAHsASQAKAHsASQDLAHsASQDOAHsASwAF%2F%2BwASwAK%2F%2BwASwDL%2F%2BwASwDO%2F%2BwATgBG%2F9cATgBH%2F9cATgBI%2F9cATgBS%2F9cATgBU%2F9cATgCi%2F9cATgCp%2F9cATgCq%2F9cATgCr%2F9cATgCs%2F9cATgCt%2F9cATgC0%2F9cATgC1%2F9cATgC2%2F9cATgC3%2F9cATgC4%2F9cATgC6%2F9cATgDE%2F9cAUAAF%2F%2BwAUAAK%2F%2BwAUADL%2F%2BwAUADO%2F%2BwAUQAF%2F%2BwAUQAK%2F%2BwAUQDL%2F%2BwAUQDO%2F%2BwAUgAF%2F%2BwAUgAK%2F%2BwAUgBZ%2F9cAUgBa%2F9cAUgBb%2F9cAUgBc%2F9cAUgBd%2F%2BwAUgC%2F%2F9cAUgDL%2F%2BwAUgDO%2F%2BwAUwAF%2F%2BwAUwAK%2F%2BwAUwBZ%2F9cAUwBa%2F9cAUwBb%2F9cAUwBc%2F9cAUwBd%2F%2BwAUwC%2F%2F9cAUwDL%2F%2BwAUwDO%2F%2BwAVQAFAFIAVQAKAFIAVQBE%2F9cAVQBG%2F9cAVQBH%2F9cAVQBI%2F9cAVQBK%2F%2BwAVQBS%2F9cAVQBU%2F9cAVQCi%2F9cAVQCj%2F9cAVQCk%2F9cAVQCl%2F9cAVQCm%2F9cAVQCn%2F9cAVQCo%2F9cAVQCp%2F9cAVQCq%2F9cAVQCr%2F9cAVQCs%2F9cAVQCt%2F9cAVQC0%2F9cAVQC1%2F9cAVQC2%2F9cAVQC3%2F9cAVQC4%2F9cAVQC6%2F9cAVQDE%2F9cAVQDLAFIAVQDOAFIAVwAFACkAVwAKACkAVwDLACkAVwDOACkAWQAFAFIAWQAKAFIAWQAP%2F64AWQAR%2F64AWQAiACkAWQDLAFIAWQDM%2F64AWQDOAFIAWQDP%2F64AWgAFAFIAWgAKAFIAWgAP%2F64AWgAR%2F64AWgAiACkAWgDLAFIAWgDM%2F64AWgDOAFIAWgDP%2F64AWwBG%2F9cAWwBH%2F9cAWwBI%2F9cAWwBS%2F9cAWwBU%2F9cAWwCi%2F9cAWwCp%2F9cAWwCq%2F9cAWwCr%2F9cAWwCs%2F9cAWwCt%2F9cAWwC0%2F9cAWwC1%2F9cAWwC2%2F9cAWwC3%2F9cAWwC4%2F9cAWwC6%2F9cAWwDE%2F9cAXAAFAFIAXAAKAFIAXAAP%2F64AXAAR%2F64AXAAiACkAXADLAFIAXADM%2F64AXADOAFIAXADP%2F64AXgAtALgAggAF%2F3EAggAK%2F3EAggAm%2F9cAggAq%2F9cAggAtAQoAggAy%2F9cAggA0%2F9cAggA3%2F3EAggA5%2F64AggA6%2F64AggA8%2F4UAggCJ%2F9cAggCU%2F9cAggCV%2F9cAggCW%2F9cAggCX%2F9cAggCY%2F9cAggCa%2F9cAggCf%2F4UAggDD%2F9cAggDL%2F3EAggDO%2F3EAgwAF%2F3EAgwAK%2F3EAgwAm%2F9cAgwAq%2F9cAgwAtAQoAgwAy%2F9cAgwA0%2F9cAgwA3%2F3EAgwA5%2F64AgwA6%2F64AgwA8%2F4UAgwCJ%2F9cAgwCU%2F9cAgwCV%2F9cAgwCW%2F9cAgwCX%2F9cAgwCY%2F9cAgwCa%2F9cAgwCf%2F4UAgwDD%2F9cAgwDL%2F3EAgwDO%2F3EAhAAF%2F3EAhAAK%2F3EAhAAm%2F9cAhAAq%2F9cAhAAtAQoAhAAy%2F9cAhAA0%2F9cAhAA3%2F3EAhAA5%2F64AhAA6%2F64AhAA8%2F4UAhACJ%2F9cAhACU%2F9cAhACV%2F9cAhACW%2F9cAhACX%2F9cAhACY%2F9cAhACa%2F9cAhACf%2F4UAhADD%2F9cAhADL%2F3EAhADO%2F3EAhQAF%2F3EAhQAK%2F3EAhQAm%2F9cAhQAq%2F9cAhQAtAQoAhQAy%2F9cAhQA0%2F9cAhQA3%2F3EAhQA5%2F64AhQA6%2F64AhQA8%2F4UAhQCJ%2F9cAhQCU%2F9cAhQCV%2F9cAhQCW%2F9cAhQCX%2F9cAhQCY%2F9cAhQCa%2F9cAhQCf%2F4UAhQDD%2F9cAhQDL%2F3EAhQDO%2F3EAhgAF%2F3EAhgAK%2F3EAhgAm%2F9cAhgAq%2F9cAhgAtAQoAhgAy%2F9cAhgA0%2F9cAhgA3%2F3EAhgA5%2F64AhgA6%2F64AhgA8%2F4UAhgCJ%2F9cAhgCU%2F9cAhgCV%2F9cAhgCW%2F9cAhgCX%2F9cAhgCY%2F9cAhgCa%2F9cAhgCf%2F4UAhgDD%2F9cAhgDL%2F3EAhgDO%2F3EAhwAF%2F3EAhwAK%2F3EAhwAm%2F9cAhwAq%2F9cAhwAtAQoAhwAy%2F9cAhwA0%2F9cAhwA3%2F3EAhwA5%2F64AhwA6%2F64AhwA8%2F4UAhwCJ%2F9cAhwCU%2F9cAhwCV%2F9cAhwCW%2F9cAhwCX%2F9cAhwCY%2F9cAhwCa%2F9cAhwCf%2F4UAhwDD%2F9cAhwDL%2F3EAhwDO%2F3EAiAAtAHsAiQAm%2F9cAiQAq%2F9cAiQAy%2F9cAiQA0%2F9cAiQCJ%2F9cAiQCU%2F9cAiQCV%2F9cAiQCW%2F9cAiQCX%2F9cAiQCY%2F9cAiQCa%2F9cAiQDD%2F9cAigAtAHsAiwAtAHsAjAAtAHsAjQAtAHsAkgAP%2F64AkgAR%2F64AkgAk%2F9cAkgA3%2F8MAkgA5%2F%2BwAkgA6%2F%2BwAkgA7%2F9cAkgA8%2F%2BwAkgA9%2F%2BwAkgCC%2F9cAkgCD%2F9cAkgCE%2F9cAkgCF%2F9cAkgCG%2F9cAkgCH%2F9cAkgCf%2F%2BwAkgDM%2F64AkgDP%2F64AlAAP%2F64AlAAR%2F64AlAAk%2F9cAlAA3%2F8MAlAA5%2F%2BwAlAA6%2F%2BwAlAA7%2F9cAlAA8%2F%2BwAlAA9%2F%2BwAlACC%2F9cAlACD%2F9cAlACE%2F9cAlACF%2F9cAlACG%2F9cAlACH%2F9cAlACf%2F%2BwAlADM%2F64AlADP%2F64AlQAP%2F64AlQAR%2F64AlQAk%2F9cAlQA3%2F8MAlQA5%2F%2BwAlQA6%2F%2BwAlQA7%2F9cAlQA8%2F%2BwAlQA9%2F%2BwAlQCC%2F9cAlQCD%2F9cAlQCE%2F9cAlQCF%2F9cAlQCG%2F9cAlQCH%2F9cAlQCf%2F%2BwAlQDM%2F64AlQDP%2F64AlgAP%2F64AlgAR%2F64AlgAk%2F9cAlgA3%2F8MAlgA5%2F%2BwAlgA6%2F%2BwAlgA7%2F9cAlgA8%2F%2BwAlgA9%2F%2BwAlgCC%2F9cAlgCD%2F9cAlgCE%2F9cAlgCF%2F9cAlgCG%2F9cAlgCH%2F9cAlgCf%2F%2BwAlgDM%2F64AlgDP%2F64AlwAP%2F64AlwAR%2F64AlwAk%2F9cAlwA3%2F8MAlwA5%2F%2BwAlwA6%2F%2BwAlwA7%2F9cAlwA8%2F%2BwAlwA9%2F%2BwAlwCC%2F9cAlwCD%2F9cAlwCE%2F9cAlwCF%2F9cAlwCG%2F9cAlwCH%2F9cAlwCf%2F%2BwAlwDM%2F64AlwDP%2F64AmAAP%2F64AmAAR%2F64AmAAk%2F9cAmAA3%2F8MAmAA5%2F%2BwAmAA6%2F%2BwAmAA7%2F9cAmAA8%2F%2BwAmAA9%2F%2BwAmACC%2F9cAmACD%2F9cAmACE%2F9cAmACF%2F9cAmACG%2F9cAmACH%2F9cAmACf%2F%2BwAmADM%2F64AmADP%2F64AmgAP%2F64AmgAR%2F64AmgAk%2F9cAmgA3%2F8MAmgA5%2F%2BwAmgA6%2F%2BwAmgA7%2F9cAmgA8%2F%2BwAmgA9%2F%2BwAmgCC%2F9cAmgCD%2F9cAmgCE%2F9cAmgCF%2F9cAmgCG%2F9cAmgCH%2F9cAmgCf%2F%2BwAmgDM%2F64AmgDP%2F64AmwAP%2F9cAmwAR%2F9cAmwAk%2F%2BwAmwCC%2F%2BwAmwCD%2F%2BwAmwCE%2F%2BwAmwCF%2F%2BwAmwCG%2F%2BwAmwCH%2F%2BwAmwDM%2F9cAmwDP%2F9cAnAAP%2F9cAnAAR%2F9cAnAAk%2F%2BwAnACC%2F%2BwAnACD%2F%2BwAnACE%2F%2BwAnACF%2F%2BwAnACG%2F%2BwAnACH%2F%2BwAnADM%2F9cAnADP%2F9cAnQAP%2F9cAnQAR%2F9cAnQAk%2F%2BwAnQCC%2F%2BwAnQCD%2F%2BwAnQCE%2F%2BwAnQCF%2F%2BwAnQCG%2F%2BwAnQCH%2F%2BwAnQDM%2F9cAnQDP%2F9cAngAP%2F9cAngAR%2F9cAngAk%2F%2BwAngCC%2F%2BwAngCD%2F%2BwAngCE%2F%2BwAngCF%2F%2BwAngCG%2F%2BwAngCH%2F%2BwAngDM%2F9cAngDP%2F9cAnwAP%2F4UAnwAR%2F4UAnwAiACkAnwAk%2F4UAnwAm%2F9cAnwAq%2F9cAnwAy%2F9cAnwA0%2F9cAnwBE%2F5oAnwBG%2F5oAnwBH%2F5oAnwBI%2F5oAnwBK%2F9cAnwBQ%2F8MAnwBR%2F8MAnwBS%2F5oAnwBT%2F8MAnwBU%2F5oAnwBV%2F8MAnwBW%2F64AnwBY%2F8MAnwBd%2F9cAnwCC%2F4UAnwCD%2F4UAnwCE%2F4UAnwCF%2F4UAnwCG%2F4UAnwCH%2F4UAnwCJ%2F9cAnwCU%2F9cAnwCV%2F9cAnwCW%2F9cAnwCX%2F9cAnwCY%2F9cAnwCa%2F9cAnwCi%2F5oAnwCj%2F5oAnwCk%2F5oAnwCl%2F5oAnwCm%2F5oAnwCn%2F5oAnwCo%2F5oAnwCp%2F5oAnwCq%2F5oAnwCr%2F5oAnwCs%2F5oAnwCt%2F5oAnwC0%2F5oAnwC1%2F5oAnwC2%2F5oAnwC3%2F5oAnwC4%2F5oAnwC6%2F5oAnwC7%2F8MAnwC8%2F8MAnwC9%2F8MAnwC%2B%2F8MAnwDD%2F9cAnwDE%2F5oAnwDM%2F4UAnwDP%2F4UAoAAP%2FvYAoAAR%2FvYAoAAk%2F5oAoAA7%2F9cAoAA9%2F%2BwAoACC%2F5oAoACD%2F5oAoACE%2F5oAoACF%2F5oAoACG%2F5oAoACH%2F5oAoADM%2FvYAoADP%2FvYAogAF%2F%2BwAogAK%2F%2BwAogDL%2F%2BwAogDO%2F%2BwAowAF%2F%2BwAowAK%2F%2BwAowDL%2F%2BwAowDO%2F%2BwApAAF%2F%2BwApAAK%2F%2BwApADL%2F%2BwApADO%2F%2BwApQAF%2F%2BwApQAK%2F%2BwApQDL%2F%2BwApQDO%2F%2BwApgAF%2F%2BwApgAK%2F%2BwApgDL%2F%2BwApgDO%2F%2BwApwAF%2F%2BwApwAK%2F%2BwApwDL%2F%2BwApwDO%2F%2BwAqgAF%2F%2BwAqgAK%2F%2BwAqgBZ%2F9cAqgBa%2F9cAqgBb%2F9cAqgBc%2F9cAqgBd%2F%2BwAqgC%2F%2F9cAqgDL%2F%2BwAqgDO%2F%2BwAqwAF%2F%2BwAqwAK%2F%2BwAqwBZ%2F9cAqwBa%2F9cAqwBb%2F9cAqwBc%2F9cAqwBd%2F%2BwAqwC%2F%2F9cAqwDL%2F%2BwAqwDO%2F%2BwArAAF%2F%2BwArAAK%2F%2BwArABZ%2F9cArABa%2F9cArABb%2F9cArABc%2F9cArABd%2F%2BwArAC%2F%2F9cArADL%2F%2BwArADO%2F%2BwArQAF%2F%2BwArQAK%2F%2BwArQBZ%2F9cArQBa%2F9cArQBb%2F9cArQBc%2F9cArQBd%2F%2BwArQC%2F%2F9cArQDL%2F%2BwArQDO%2F%2BwAsgAF%2F%2BwAsgAK%2F%2BwAsgBZ%2F9cAsgBa%2F9cAsgBb%2F9cAsgBc%2F9cAsgBd%2F%2BwAsgC%2F%2F9cAsgDL%2F%2BwAsgDO%2F%2BwAtAAF%2F%2BwAtAAK%2F%2BwAtABZ%2F9cAtABa%2F9cAtABb%2F9cAtABc%2F9cAtABd%2F%2BwAtAC%2F%2F9cAtADL%2F%2BwAtADO%2F%2BwAtQAF%2F%2BwAtQAK%2F%2BwAtQBZ%2F9cAtQBa%2F9cAtQBb%2F9cAtQBc%2F9cAtQBd%2F%2BwAtQC%2F%2F9cAtQDL%2F%2BwAtQDO%2F%2BwAtgAF%2F%2BwAtgAK%2F%2BwAtgBZ%2F9cAtgBa%2F9cAtgBb%2F9cAtgBc%2F9cAtgBd%2F%2BwAtgC%2F%2F9cAtgDL%2F%2BwAtgDO%2F%2BwAuAAF%2F9cAuAAK%2F9cAuADL%2F9cAuADO%2F9cAugAF%2F%2BwAugAK%2F%2BwAugBZ%2F9cAugBa%2F9cAugBb%2F9cAugBc%2F9cAugBd%2F%2BwAugC%2F%2F9cAugDL%2F%2BwAugDO%2F%2BwAvwAFAFIAvwAKAFIAvwAP%2F64AvwAR%2F64AvwAiACkAvwDLAFIAvwDM%2F64AvwDOAFIAvwDP%2F64AwAAF%2F%2BwAwAAK%2F%2BwAwABZ%2F9cAwABa%2F9cAwABb%2F9cAwABc%2F9cAwABd%2F%2BwAwAC%2F%2F9cAwADL%2F%2BwAwADO%2F%2BwAwQAFAFIAwQAKAFIAwQAP%2F64AwQAR%2F64AwQAiACkAwQDLAFIAwQDM%2F64AwQDOAFIAwQDP%2F64AwwAtAHsAyAA3%2F64AyQA3%2F64AygAk%2F3EAygA3ACkAygA5ACkAygA6ACkAygA8ABQAygBE%2F64AygBG%2F4UAygBH%2F4UAygBI%2F4UAygBK%2F8MAygBQ%2F8MAygBR%2F8MAygBS%2F4UAygBT%2F8MAygBU%2F4UAygBV%2F8MAygBW%2F8MAygBY%2F8MAygCC%2F3EAygCD%2F3EAygCE%2F3EAygCF%2F3EAygCG%2F3EAygCH%2F3EAygCfABQAygCi%2F4UAygCj%2F64AygCk%2F64AygCl%2F64AygCm%2F64AygCn%2F64AygCo%2F64AygCp%2F4UAygCq%2F4UAygCr%2F4UAygCs%2F4UAygCt%2F4UAygC0%2F4UAygC1%2F4UAygC2%2F4UAygC3%2F4UAygC4%2F4UAygC6%2F4UAygC7%2F8MAygC8%2F8MAygC9%2F8MAygC%2B%2F8MAygDE%2F4UAywAk%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%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%2F%2FQAAP9mAGYAAAAAAAAAAAAAAAAAAAAAAAAAAADWAAAAAQACAAMABAAFAAYABwAIAAkACgALAAwADQAOAA8AEAARABIAEwAUABUAFgAXABgAGQAaABsAHAAdAB4AHwAgACEAIgAjACQAJQAmACcAKAApACoAKwAsAC0ALgAvADAAMQAyADMANAA1ADYANwA4ADkAOgA7ADwAPQA%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAIACAAK%2F%2F8ADwAAAAEAAAAAyYlvMQAAAADJY0iWAAAAAMnt2GQ%3D%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Source%20Code%20Pro%27%3B%0Afont%2Dstyle%3A%20normal%3B%0Afont%2Dweight%3A%20400%3B%0Asrc%3A%20url%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTWaiaLcAAKVwAAAAHE9TLzJyvPgMAAABeAAAAGBjbWFwVIOo9QAAA8QAAAICY3Z0IAC%2FC3EAAAeAAAAAImZwZ20GWZw3AAAFyAAAAXNnYXNw%2F%2F8AAwAApWgAAAAIZ2x5ZrbD8a4AAAmIAABdUGhlYWT7xXV0AAAA%2FAAAADZoaGVhBi4C3QAAATQAAAAkaG10eDZGLdMAAAHYAAAB6mxvY2F%2FBGjeAAAHpAAAAeJtYXhwAwgBUgAAAVgAAAAgbmFtZXFCsfwAAGbYAAA7ZHBvc3QKYvRKAACiPAAAAylwcmVwJrMjsAAABzwAAABBAAEAAAABBFos1IC0Xw889QAfA%2BgAAAAAzR8W4gAAAADNHxbi%2F%2F%2F%2FBgJVA2sAAAAIAAIAAAAAAAAAAQAAA9j%2B7wAAA%2Bj%2F%2FwAAAlUAAQAAAAAAAAAAAAAAAAAAAAUAAQAAAPAAVgAEAEgABgABAAAAAAAKAAACAACyAAMAAQADAlgBkAAFAAACigJYAAAASwKKAlgAAAFeADIBIAAAAgsFCQMEAwICBCAAAAcAABgBAAAAAAAAAABBREJFAEAADSIVAu7%2FBgAAA9gBEWAAAZMAAAAAAeYCkAAAACAAAQPoAAAAAAAAAU0AAAAAAAACWAAAAAAA4wCDAFcAVQAcACoA9QDQAHoAVABVAMUAVQDbAGMARwBiAEUAOQAnADgATQBGAEQAQwDbAMUAeABVAGsAbQAxACAAZwBCAFUAcwCHADUATwBfAFEAYgCGAFEAUwAwAGYAMQBkAEMAKgBPACsACgA2ACYAQQDiAGMAYwBvADwAuQBRAF0AUAA8AEUAZwBIAF0AWgA3AGoAUQA8AF0APABdADwAkgBIAEUATQAzAAgAQAAxAEcAeAEHAGMATAAAAOMAcQBNADoANQEHAFsAlgAeAKcAUwBVAFUAcACxAK8AVQCuAKwA6wBNAEgA2wDdANAAjgBhABwAHAAnAHsAIAAgACAAIAAgACD%2F%2FwBCAHMAcwBzAHMAXwBfAF8AXwAQAFMAMAAwADAAMAAwAGYALQBPAE8ATwBPACYAZQBYAFEAUQBRAFEAUQBRABEAUABFAEUARQBFAFoAWgBaAFoAPABdADwAPAA8ADwAPABVADwATQBNAE0ATQAxAF0AMQBaACEACwCoAM8AngC5AOsAqACeALEAlgDPANcApwCOAFAAFADRANkA2QBfAGcAZwCXAMUA0wAcAKwAOgBVABwAoQDQAK0ArACsAKkA%2BQCkAJsApQDPANIAAAAAAAMAAAADAAAAHAABAAAAAAD8AAMAAQAAABwABADgAAAANAAgAAQAFAAAAA0AfgD%2FATEBUwLGAtoC3AMEAwgDCgMnHUMdUiAUIBogHiAiIDogRCB0IKwiEiIV%2F%2F8AAAAAAA0AIACgATEBUgLGAtoC3AMAAwgDCgMnHUMdUiATIBggHCAiIDkgRCB0IKwiEiIV%2F%2F8AA%2F%2F3%2F%2BX%2FxP%2BT%2F3P%2BAf3u%2Fe39yv3H%2Fcb9quOP44HgweC%2B4L3guuCk4JvgbOA13tDezgABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQYAAAMAAAAAAAAAAQIAAAAEAAAAAAAAAAAAAAAAAAAAAQAABQYHCAkKCwwNDg8QERITFBUWFxgZGhscHR4fICEiIyQlJicoKSorLC0uLzAxMjM0NTY3ODk6Ozw9Pj9AQUJDREVGR0hJSktMTU5PUFFSU1RVVldYWVpbXF1eX2BhYmMAiImLjZWaoKWkpqinqautrK6vsbCys7W3tri6ub69v8AAdGZna9x6o3JtAHhsAIqcAHUAAGl5AAAAAABufgCqvINlcAAAAABvfwBkhIeZxcbU1dna1te7AMMA3%2BHd3gAAAHvY2wCGjoWPjJGSk5CXmACWnp%2BdxMfJcwAAyHwAAAAAALgAACxLuAAJUFixAQGOWbgB%2F4W4AEQduQAJAANfXi24AAEsICBFaUSwAWAtuAACLLgAASohLbgAAywgRrADJUZSWCNZIIogiklkiiBGIGhhZLAEJUYgaGFkUlgjZYpZLyCwAFNYaSCwAFRYIbBAWRtpILAAVFghsEBlWVk6LbgABCwgRrAEJUZSWCOKWSBGIGphZLAEJUYgamFkUlgjilkv%2FS24AAUsSyCwAyZQWFFYsIBEG7BARFkbISEgRbDAUFiwwEQbIVlZLbgABiwgIEVpRLABYCAgRX1pGESwAWAtuAAHLLgABiotuAAILEsgsAMmU1iwQBuwAFmKiiCwAyZTWCMhsICKihuKI1kgsAMmU1gjIbgAwIqKG4ojWSCwAyZTWCMhuAEAioobiiNZILADJlNYIyG4AUCKihuKI1kguAADJlNYsAMlRbgBgFBYIyG4AYAjIRuwAyVFIyEjIVkbIVlELbgACSxLU1hFRBshIVktALAAKwCyAQECKwGyAgECKwG3AkA2KiEUAAgrALcBTUAyJBcACCsAsgMHByuwACBFfWkYREuwYFJYsAEbsABZsAGOAAAAABQARABWAAAADP8zAAwB5gAMAj4ADAJ%2BAAwCkAAMAsgADAAAAAAAAAAAAAAAAAAAAAAAOABEALoBJAE0AeYB%2FAIeAj4CdAKYAr4CxgLoAwIDZAOcA%2B4EYASyBRgFjAXCBkgGvAbIBtQHBgcSB0QHlggMCFAItAkECUIJgAm2ChYKUgqICsQLFAs6C5AL4Aw0DH4M8A1EDbIN3g4gDlgOuA8UD1IPiA%2BmD8AP3hAIEBwQJBCqESYRdhHuEkwSnBNqE8IUABRWFKYU3hViFboWDhaIFwAXTBeyGAIYVhiQGQIZYBm%2BGfQaVhpqGswbChsKGzgbohwKHGQcxhzkHXAdeB4AHggeFB4qHjIeqh6yHu4fLB82H0AfSB%2B%2BH%2FAf%2BiACIAwgFCAgIDAgQCBQIKAgrCC4IMQg0CDcIOghQiFOIVohZiFyIX4hiiGWIaIhriH%2BIgoiFiIiIi4iOiJGInQi%2FCMIIxQjICMsIzgjfCP4JAQkECQcJCgkNCRAJPglBCUQJRwlKCU0JUAlTCVYJWQl8CX8JggmFCYgJiwmOCZ4JwAnDCcYJyQnMCc8J7YnwifqKDwo5CjsKPQo%2FCkOKSIpQil6KY4pwin0KiIqdiqyKsYq2isAKyQrLis6K0YrVCt6K5IrqivGK9AsTixiLGospCzGLQQtWC2SLaQtuC3YLhQuSC56LqgAAAACAOP%2F9AF1Ap4ABQARAC0AuAAARVi4AAEvG7kAAQANPlm4AABFWLgADy8buQAPAAM%2BWbgACdy4AAXcMDEBJzMHAyMHNDYzMhYVFAYjIiYBBgJQAgo4LSseHisrHh4rAkBeXv6opiMpKSMkKioAAAD%2F%2FwCDAWAB1gKvEiYADI4AEAYADHMAAAAAAgBXAAACBwKKABsAHwCLALgAAEVYuAAILxu5AAgACz5ZuAAARVi4AAwvG7kADAALPlm4AABFWLgAGy8buQAbAAM%2BWbgAAEVYuAAXLxu5ABcAAz5ZuwACAAEAAQAEK7sABgABAAUABCu4AAYQuAAK0LgADtC4AAUQuAAe0LgAEdC4AAIQuAAf0LgAEtC4AAEQuAAZ0LgAFdAwMTcjNTM3IzUzNzMHMzczBzMVIwczFSMHIzcjByMTNyMHpk9WE1VbGDUXhBg1F1FXE1ZdGDYZhRg22ROFEsw5lDq3t7e3OpQ5zMzMAQWUlAAAAAABAFX%2FkgIAAuwAMQBHALgAFi%2B4ACwvuAAr3LkABQAB9LgAFhC4ABfcugAIABcAKxESObgAFNC4ABcQuQAeAAH0ugAhACsAFxESObgAKxC4AC7QMDEBLgMjIgYVFB4EFRQOAgcVIzUuASc3HgEzMjY1NC4ENTQ2NzUzFR4BFwHDER8iKBkzOy9HUkcvGS9BJzw4ZCMnJls5PD0vRlNGL1lJPDdKHgHtDRUPCC0mHCQeHio8LiA3KRsEkpEFLB05GykxJh8pIB4pOSw%2FUAiEgwUqHQAA%2F%2F8AHP%2F0Aj0CihInAOT%2FewFNECYA3wAAEAcA5ACGAAAAAwAq%2F%2FQCQQKcAA0AGwBHAJAAuAAARVi4ADMvG7kAMwANPlm4AABFWLgAIS8buQAhAAM%2BWbgAAEVYuAAcLxu5ABwAAz5ZuAAhELkABQAB9LoACAAhADMREjm6ABEAMwAhERI5uAARELgAK9C4AAvQuAAzELkAGQAB9LgACBC4AB7QuAARELkAOwAB9LgAHhC4AEXQuAA%2B0LgAHBC4AEfQMDE3FB4CMzI2Ny4BJw4BExQWFz4DNTQmIyIGASYnDgEjIi4CNTQ%2BAjcuATU0PgIzMhYVFA4CBx4BFz4BNzMOAQcWF3oUIi4aHzoaMFUiICpGEA4VJR0QGyEjJgFqQUgkVzgsSDMdFCMsGBUXFSU1IT1CGSgyGiBTLRwpDkwSNCQ8Na8bLSARHBgqZDYcPQEtGzoeDx8hJRYdKzb9yRQ3IygbMEMoIDYtJxIpTyMhOCoYSDogNC8pFDNeJyhfOUF2NC4RAAABAPUBYAFjAq8ABQALALoAAgAEAAMrMDETJzMPASP3Am4CGTgCQW5u4QAAAAEA0P9QAd4C3AAOAAsAugAGAAAAAyswMQUuATU0NjcXDgEVFBYXBwGxaHl5aC1lX19lLbBR5JGR5FEqVch%2Ff8hVKgAAAQB6%2F1ABiALcAA0ACwC6AAcADQADKzAxFz4BNTQmJzceARUUBgd6ZV9fZS1oeXlohlXIf3%2FIVSpR5JGR5FEAAAEAVABvAgQCLAAOAC8AuAAOL7oAAQAOAAUREjm4AAEQuQAEAAH0uAAH0LgAARC4AArQuAAOELgADNAwMT8BJzcXNzMXNxcHFwcnB4psohCnCTAJpxCibCp4eI2lRi43vb03LkalHp%2BfAAAAAAEAVQBoAgMCLAALAB0AuwACAAEAAQAEK7gAAhC4AAbQuAABELgACdAwMQEjNTM1MxUzFSMVIwELtrZCtrZCASs%2Bw8M%2BwwAAAAEAxf8rAYwAmwASAAsAugAMAAYAAyswMRc%2BATcOASMiJjU0NjMyFhUUBgfFPj4CBQkFIC4wIC0tXVOhHE88AQElJiUnRTtYeR8AAP%2F%2FAFUBKwIDAWkSBgDiAAAAAQDb%2F%2FQBfQCdAAsAGAC4AABFWLgACS8buQAJAAM%2BWbgAA9wwMTc0NjMyFhUUBiMiJtsvIiIvLyIiL0gmLy8mJi4uAAABAGP%2FYAH1AsYAAwAYALgAAEVYuAACLxu5AAIADz5ZuAAA3DAxFyMBM61KAUhKoANmAAAAAwBH%2F%2FQCEQKKAAsAGwAnAEsAuAAARVi4AAYvG7kABgALPlm4AABFWLgAAC8buQAAAAM%2BWbgABhC5AAwAAfS4AAAQuQAUAAH0ugAcABQADBESObgAHC%2B4ACLcMDEFIiY1NDYzMhYVFAYDIg4CFRQWMzI2NTQuAgMiJjU0NjMyFhUUBgEsa3p6a2t6emshOCkWVUNDVRYpOCEZJSUZGSUlDK2goaiooaCtAlQeQWNFiYKCiUVjQR7%2BvSMgHyMjHyAjAAAAAAEAYgAAAhACfgAMAD0AuAAARVi4AAovG7kACgALPlm4AABFWLgAAi8buQACAAM%2BWbkAAwAB9LgAANC4AAoQuAAF0LkABwAB9DAxJRUhNTMRIzU%2BATczEQIQ%2FlK1iDNMHj1EREQB1jUIFxD9xgAAAAABAEUAAAIKAooAHwBDALgAAEVYuAAPLxu5AA8ACz5ZuAAARVi4AB4vG7kAHgADPlm5ABwAAfS4AADQugAFAA8AHhESObgADxC5AAgAAfQwMTc%2BAzU0JiMiBgcnPgEzMh4CFRQOAgc%2BATsBFSFJUX1VLERHLU0fLytjRDBNNh0rTmxBHT0d0v4%2FMUh0YVQoN0YtIC8sNRsxRiotW2FpOwIERwAAAAEAOf%2F0AgYCigAzAFMAuAAARVi4AB0vG7kAHQALPlm4AABFWLgAMC8buQAwAAM%2BWbkAAwAB9LoADQAdADAREjm4AA0vuQAOAAH0uAAdELkAFgAB9LoAJgANAA4REjkwMTceATMyPgI1NC4CIzUyPgI1NCYjIgYHJz4BMzIeAhUUBgcVHgMVFA4CIyImJ2MgWT4hOCkXGThYPzlPMhdHOy1QICwoZj4tTTkgTDwgOSwZJD9UMFNwI4QeLhEeKxscLyISPxIgLBkvNiQdNCMtFik8JzpKFAQHGyk2ISpELxk3IwAAAAIAJwAAAiECfgAJABQAWQC4AABFWLgAES8buQARAAs%2BWbgAAEVYuAANLxu5AA0AAz5ZuwAOAAEAAAAEK7gAERC5AAQAAfS4AAAQuAAJ0LgADhC4AAvQuAAJELgAENC4AAAQuAAT0DAxJTU%2BATcjDgEPAQUjFSM1ITUBMxEzAXABAgIFDyIQrQGfY07%2BtwE%2FWGPyxho9GhcvF9pCsLA3AZf%2BdAAAAQA4%2F%2FQCCgJ%2BACgAVQC4AABFWLgAEi8buQASAAs%2BWbgAAEVYuAAjLxu5ACMAAz5ZuwAZAAEADQAEK7gAIxC5AAUAAfS6ABYAIwASERI5uAAWELgAEdC4ABIQuQAUAAH0MDE3HgMzMj4CNTQmIyIGBycTIRUhBz4BMzIeAhUUDgIjIi4CJ2EQJCs1ICI7LBlVSCg4IiwVAWn%2B4BEcNSUuUDsiJ0JVLitFNy0SgQ4bFAwVJjYhQkoUExwBM0e9DA4YMUs0NFA3HQ8YHxEAAgBN%2F%2FQCFgKKAA0AMABXALgAAEVYuAAtLxu5AC0ACz5ZuAAARVi4ACMvG7kAIwADPlm7AAgAAQAZAAQruAAjELkAAAAB9LoAFgAjAC0REjm4ABYQuQALAAH0uAAtELkAEQAB9DAxJTI%2BAjU0JiMiBgceARMuASMiDgIHPgEzMh4CFRQOAiMiLgI1ND4CMzIWFwFBHDIkFUZCJlQpCVXhGUIkJkY1IQEmXzAsSTUdIzpNKzRZQiUsSmE0O1cgNRQlMyBCRScvXWAB3hcbHEBpTSYtGTFKMS5LNh4mTXNNYIdVJycdAAAAAAEARgAAAhQCfgAPADMAuAAARVi4AAcvG7kABwALPlm4AABFWLgAAC8buQAAAAM%2BWbgABxC5AAUAAfS4AAnQMDEzPgM3ITUhFQ4DByPiBBoyTTf%2BkAHOP1IyFgNWW5WGfkNHM0iEiZheAAAAAAMARP%2F0AhMCigANABoAQABXALgAAEVYuAApLxu5ACkACz5ZuAAARVi4ADwvG7kAPAADPlm5AAMAAfS4ACkQuQATAAH0ugALAAMAExESObgACy%2B4ADHQuAAxL7gADty4AAsQuAAg3DAxNxQWMzI2NTQuAicOATc2NTQmIyIGFRQeAgc0PgI3NS4BNTQ%2BAjMyHgIVFAYHFR4DFRQOAiMiLgKPV0pITB82SSovPtFQQj82QhouPfgYJjEaKDkdNUgrL0kzGzkoGi4iEx86VTc2VzwhqzZEPjIhLSAZDhpBgTpGMEE4Lx0pIBnEITQqHwwEGUkzJTwrGBktPyUtTxwEDR4mMyIkPi4aGi9AAAACAEP%2F9AIMAooADQAwAFcAuAAARVi4ACMvG7kAIwALPlm4AABFWLgALS8buQAtAAM%2BWbsAAAABABkABCu6ABYALQAjERI5uAAWELkAAwAB9LgAIxC5AAYAAfS4AC0QuQARAAH0MDEBMjY3LgEjIg4CFRQWBx4BMzI%2BAjcOASMiLgI1ND4CMzIeAhUUDgIjIiYnARklVCoKU0cdMSQVRVkYQiUmRTUgAiddMSxJNB0iO00qNFpCJS1KYDQ7VyABNicuXmAUJTQfQkXLFxwcQWhNJiwZMUoxLks2HiZNc01gh1UnJh0AAAD%2F%2FwDb%2F%2FQBfQIDEicAEwAAAWYQBgATAAD%2F%2FwDF%2FysBjAIDEicAEwAAAWYQBgARAAAAAQB4ADAB7QJoAAcAOwC7AAAAAQAHAAQruAAAELgAAtC4AAIvuQABAAH0ugAEAAAABxESObgABxC4AAXQuAAFL7kABgAB9DAxEyUVBRUFFSV4AXX%2B0wEt%2FosBa%2F1PywTLT%2F0A%2F%2F8AVQDBAgMB1BImAOIAaxAGAOIAlgAAAAEAawAwAeACaAAHADsAuwAHAAEAAAAEK7gAABC4AALQuAACL7kAAQAB9LoABAAHAAAREjm4AAcQuAAF0LgABS%2B5AAYAAfQwMQEFNSU1JTUFAeD%2BiwEt%2FtMBdQEt%2FU%2FLBMtP%2FQACAG3%2F9AHfAqoAHQApACoAuAAARVi4ACcvG7kAJwADPlm7ABEAAQAKAAQruAAnELgAIdy4AADcMDE3Jj4ENTQmIyIGByc%2BATMyHgIVFA4EFwc0NjMyFhUUBiMiJvIGEiMsJxo3NyZBGzEiXDoqRDEbGyctJRUFZiseHisrHh4r6CQ4LignKhoqNx8bLSMuFik5JCEzKygsMyCmIykpIyQqKgAAAAIAMf9wAiICewA0AD0APwC7AB4AAQAlAAQruwAvAAEAFAAEK7sAOAABAAYABCu7ADsAAQAOAAQrugACAAYALxESObgAAhC5ADoAAfQwMSUjJyMOASMiLgI1NDY3NTQuAiMiDgIVFB4CMzI2NxcOASMiLgI1ND4CMzIeAhUFFBYzMjc1DgECIjIHBBZHJxsvIxSIgBEkOSctUj8lJD5UMS1DHRwnUjI7alAvLVBrPjRMMhn%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%2FW%2Fso%2FQz05%2BAAAAQBC%2F%2FQCKgKcACEAOQC4AABFWLgABS8buQAFAA0%2BWbgAAEVYuAAdLxu5AB0AAz5ZuAAFELkADAAB9LgAHRC5ABYAAfQwMRM0PgIzMhYXBy4BIyIOAhUUHgIzMjY3Fw4BIyIuAkIrTmxAPFodLxpAKi9NNh0dNk0vLUYgMCdiPz5pTSwBSE9%2BWC8wIDUbISVFYj0%2BY0YmJiMzLTIuV38AAAIAVQAAAiUCkAAKABMAOQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAKLxu5AAoAAz5ZuAAAELkAEgAB9LgAChC5ABMAAfQwMRMzMhYVFA4CKwE3MjY1NCYrARFVoJWbJ0xwSaSbcG9vcEgCkKidTntVLUSKfX2E%2FfgAAAABAHMAAAISApAACwBNALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AAsvG7kACwADPlm4AAAQuQADAAH0ugAHAAsAABESObgABy%2B5AAQAAfS4AAsQuQAIAAH0MDETIRUhFSEVIRUhFSFzAZX%2BvwEP%2FvEBS%2F5hApBGzkfuRwAAAQCHAAACGAKQAAkAQwC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAJLxu5AAkAAz5ZuAAAELkAAwAB9LoABwAJAAAREjm4AAcvuQAEAAH0MDETIRUhFSEVIREjhwGR%2FsIBDf7zUwKQRt5G%2FtoAAQA1%2F%2FQCFQKcACcATQC4AABFWLgABS8buQAFAA0%2BWbgAAEVYuAAjLxu5ACMAAz5ZuAAFELkADgAB9LgAIxC5ABgAAfS6AB0AIwAFERI5uAAdL7kAHgAB9DAxEzQ%2BAjMyHgIXBy4BIyIOAhUUHgIzMjY3NSM1MxEOASMiLgI1K01rQCE2LSMOLxg%2BMC5LNh0bM0wwIzwTg9AgZEA%2BaEwqAUhPf1cvDhccDzUaIiVFYj0%2BY0YmFRKrRf7sICwuV38AAQBPAAACCQKQAAsASQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZugAJAAsAABESObgACS%2B5AAIAAfS4AAAQuAAE0LgACxC4AAfQMDETMxEhETMRIxEhESNPVAESVFT%2B7lQCkP7tARP9cAE1%2FssAAQBfAAAB%2BQKQAAsAQQC4AABFWLgABC8buQAEAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZuQAAAAH0uAAEELkAAwAB9LgABtC4AAAQuAAJ0DAxNzMRIzUhFSMRMxUhX6OjAZqjo%2F5mRwIDRkb9%2FUcAAQBR%2F%2FQB7QKRABMANQC4AABFWLgACS8buQAJAA0%2BWbgAAEVYuAAQLxu5ABAAAz5ZuQADAAH0uAAJELkABwAB9DAxNx4BMzI2NREhNSERFA4CIyImJ4cdSCZHQf7tAWYWM1M9OGkikywqS1EBckb%2BQS5RPCM0OQAAAQBiAAACQwKQAAwAawC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAELxu5AAQADT5ZuAAARVi4AAsvG7kACwADPlm4AABFWLgACC8buQAIAAM%2BWboAAwAHAAAREjm6AAkABwAAERI5uAAJELgABtC4AAMQuAAK0DAxEzMRMwEzBxMjAwcVI2JUAwEUXs%2FnXb5yVAKQ%2FrcBSfr%2BagFVhdAAAAEAhgAAAh0CkAAFACsAuAAARVi4AAAvG7kAAAANPlm4AABFWLgABS8buQAFAAM%2BWbkAAgAB9DAxEzMRIRUhhlIBRf5pApD9t0cAAAABAFEAAAIHApAAHQBNALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AB0vG7kAHQADPlm7ABIAAQAEAAQruAAAELgABtC4AB0QuAAJ0LgAABC5ABYAAfS4ABDQMDETMxMXMzcTMxEjETQ%2BAjcjDwEjLwEjHgMVESNRXF0hBCBcXEcCAwMCAytaLVosAwEEBAJGApD%2B6WpqARf9cAFxFDY3NRSM%2Ff2MFDU3NhT%2BjwAAAQBTAAACBQKQABMAWQC4AABFWLgAAS8buQABAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZugACAAEACxESObkABAAB9LgAARC4AAjQugAMAAsAARESObgAARC5AA0AAfS4AAsQuAAS0DAxEzMTFzMuATURMxEjAycjHgEVESNTVdVCAgIJT1XVQgICCU8CkP5ihjFrNAFU%2FXABnoYzZzP%2BqQAAAAIAMP%2F0AigCnAATACcANQC4AABFWLgACi8buQAKAA0%2BWbgAAEVYuAAALxu5AAAAAz5ZuQAUAAH0uAAKELkAHgAB9DAxBSIuAjU0PgIzMh4CFRQOAicyPgI1NC4CIyIOAhUUHgIBLDhcQyUlQ1w4N11DJSVDXTclPisYGCs%2BJSY9KxgYKz0MMFl%2FT099Vy4vV31OT39ZMEkmR2M%2BPWJEJSVEYj0%2BY0cmAAIAZgAAAiECkAAOABcARwC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAOLxu5AA4AAz5ZugAMAA4AABESObgADC%2B4AAAQuQAWAAH0uAAMELkAFwAB9DAxEzMyHgIVFA4CKwERIxMyNjU0JisBEWbJNlo%2FIyNAWTZ2U75XU1VVawKQFC1KNjRMMhn%2B%2FAFIQUZHN%2F77AAACADH%2FXQIpAp0AEwA0AEsAuAAARVi4ACQvG7kAJAANPlm4AABFWLgAGi8buQAaAAM%2BWbsAMQABABcABCu4ABoQuQAFAAH0uAAkELkADwAB9LgAGhC4AC7QMDETFB4CMzI%2BAjU0LgIjIg4CAQ4BIyImJy4DNTQ%2BAjMyHgIVFA4CBx4BMzI2N4YXKz0mJT0rFxcrPSUmPSsXAaMQJBZXbRkvTTceJEJcODdcQiQdNEstEUozDxkJAUs9ZEcnJ0dkPT1jRSUlRWP94wYIWEMIN1d2R099Vy8vV35ORnRXOAkqKwYEAAACAGQAAAIpApAACAAYAFMAuAAARVi4AA4vG7kADgANPlm4AABFWLgADS8buQANAAM%2BWboACwANAA4REjm4AAsvuQAAAAH0uAAOELkACAAB9LgADRC4AAnQuAALELgAF9AwMRMzMjY1NCYrAQEDIxEjETMyHgIVFAYHE7dtTVFRTW0BE551U8wyVD0iUEOnAVk%2FQEE0%2FbMBFf7rApATLEYzTVwR%2FuIAAAABAEP%2F9AIZApwAMwBJALgAAEVYuAAWLxu5ABYADT5ZuAAARVi4ADAvG7kAMAADPlm5AAMAAfS6AAYAMAAWERI5uAAWELkAHQAB9LoAIAAWADAREjkwMTceATMyNjU0LgIvAS4DNTQ%2BAjMyFhcHLgEjIgYVFB4CHwEeAxUUDgIjIiYndSViNkZMEiArGV4ZMikaIDlPLz5oJCwgTTE8RhUhKhVcHjUnFyA8VjZIeS2PJS07MBkjGRQLKQocKDckJUAvGi0kNh0hMy0YIRkSCSgMHyk3JCdEMx00LQAAAQAqAAACLgKQAAcAMwC4AABFWLgAAi8buQACAA0%2BWbgAAEVYuAAHLxu5AAcAAz5ZuAACELkAAQAB9LgABdAwMQEjNSEVIxEjAQLYAgTYVAJKRkb9tgAAAAEAT%2F%2F0AgkCkAAZADMAuAAARVi4AAAvG7kAAAANPlm4AABFWLgAFC8buQAUAAM%2BWbkABwAB9LgAABC4AA3QMDETMxEUHgIzMj4CNREzERQOAiMiLgI1T1QVJTIeHjImFVEhOlEwMFI7IQKQ%2FmYzRysUFCtHMwGa%2FmhHYj8cHD9iRwAAAAEAKwAAAi0CkAAPADMAuAAARVi4AAAvG7kAAAANPlm4AABFWLgADy8buQAPAAM%2BWbkABQAB9LgAABC4AAzQMDETMxMeARczPgM3EzMDIytYahEcEgQJEA8PCGlV0GECkP6eO2Q6HTU0Nh0BYv1wAAABAAoAAAJOApEAIQBNALgAAEVYuAABLxu5AAEADT5ZuAAARVi4ACAvG7kAIAADPlm7ABwAAQAKAAQruAAgELkABgAB9LgAD9C4AAEQuAAU0LgAIBC4ABfQMDETMxMeARczPgE%2FATMXHgEXMz4BNxMzAyMDLgEnIw4BBwMjClM1AgkDAwsVCkU7RQkVCwQDCAMyT2FcSwcMBQMGDAhIWgKR%2FmQqTykpUCny8ihRKSlQKQGc%2FW8BEx08HR08Hf7tAAABADYAAAIiApAAGQBdALgAAEVYuAACLxu5AAIADT5ZuAAARVi4ABgvG7kAGAADPlm6AAAAGAACERI5ugAGABgAAhESObgAAhC4AAvQugANABgAAhESObgAGBC4AA%2FQugAUABgAAhESOTAxEwMzFx4BFzM%2BAT8BMwMTIycuAScjDgEPASP6t1xcDRgQBA4VDFpYt8RcYw4bEQQOGg1iWAFTAT2oFysdHSsXqP6%2F%2FrGxGDMeHjMYsQAAAQAmAAACMgKQAA8AQAC4AABFWLgAAS8buQABAA0%2BWbgAAEVYuAALLxu5AAsADT5ZuAAARVi4AA4vG7kADgADPlm6AAcADgABERI5MDElAzMXHgEXMz4BPwEzAxUjAQLcWGMTJBQEFCYTX1bcVOoBpsMmSygoTCbC%2FlrqAAEAQQAAAhsCkQAJAD0AuAAARVi4AAMvG7kAAwANPlm4AABFWLgACC8buQAIAAM%2BWbkABgAB9LgAANC4AAMQuQABAAH0uAAF0DAxNwEhNSEVASEVIUEBb%2F6xAbX%2BkAF1%2FiYyAhlGMv3oRwAAAAEA4v9oAfYCxAAHABcAuwAFAAEABgAEK7sAAQABAAIABCswMRMhFSMRMxUh4gEU09P%2B7ALEMP0EMAAAAAEAY%2F9gAfUCxgADABgAuAAARVi4AAAvG7kAAAAPPlm4AALcMDETMwEjY0oBSEoCxvyaAAABAGP%2FaAF3AsQABwAXALsAAAABAAUABCu7AAQAAQABAAQrMDEFESM1IREhNQE10gEU%2FuxoAvww%2FKQwAAABAG8BHAHpAp4ACQAmALgAAEVYuAAALxu5AAAADT5ZuAAC3LoABQAAAAIREjm4AAnQMDEBMxMjLwEjDwEjAQhImUhCMQQxQkgCnv5%2BsIWFsAAAAAABADz%2FdAIc%2F7sAAwANALsAAAABAAEABCswMQUVITUCHP4gRUdHAAD%2F%2FwC5Aj0BbQLREgYAygAAAAIAUf%2F0AgMB8gAhAC8AgAC4AABFWLgAEy8buQATAAc%2BWbgAAEVYuAAdLxu5AB0AAz5ZuAAARVi4ABcvG7kAFwADPlm6AAUAEwAXERI5uAAFL7gAExC5AAoAAfS4AB0QuQAnAAH0ugANAAoAJxESOboAGQAXABMREjm4ABkQuQAqAAH0uAAFELkAKwAB9DAxNzQ%2BAjcuAyMiBgcnPgMzMhYVESMnIw4BIyIuAjcUHgIzMjY3NQ4DUSdVhl4BDh4xIzBYIiASMTc%2BIGRhQwcDKWM0IjwtGlASHScVKlEqTmk%2FGn4pPSwcCBksIRQlFTgMGRQNbVv%2B1kIgLhMjMycVHRMJJSOABhYfJwAAAAACAF3%2F9AIcAsgAFgAnAIMAuAAARVi4AAYvG7kABgAHPlm4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAQLxu5ABAAAz5ZuAAARVi4ABYvG7kAFgADPlm6AAMABgAQERI5ugAUABAABhESObgAFBC5ABcAAfS4ABAQuQAaAAH0uAAGELkAJAAB9LgAAxC5ACcAAfQwMRMzFQc%2BATMyHgIVFA4CIyImJyMHIzceATMyPgI1NC4CIyIGB11SAiNXKzFMMxokPVArI1EjAwdCUiNHGiA2KBYQITQkIEkmAsjCXiIoI0FbOD5iRCMjHzZyHxobMUgtKEIvGiMmAAEAUP%2F0AhsB8gAhADkAuAAARVi4AAUvG7kABQAHPlm4AABFWLgAHS8buQAdAAM%2BWbgABRC5AAwAAfS4AB0QuQAWAAH0MDE3ND4CMzIWFwcuASMiDgIVFB4CMzI2NxcOASMiLgJQK0pjNzxXHikeQSYqRjEcGzFFKi1LHyQoYzY5YUgo8j1fQiIqHTUaHhsyRSoqRDEbIxo1JCgiQV8AAAACADz%2F9AH7AsgAFgAkAIMAuAAARVi4AAUvG7kABQAHPlm4AABFWLgACi8buQAKAA8%2BWbgAAEVYuAASLxu5ABIAAz5ZuAAARVi4AAwvG7kADAADPlm6AAgABQASERI5ugAOABIABRESObgAEhC5ABoAAfS4AA4QuQAcAAH0uAAIELkAHQAB9LgABRC5ACAAAfQwMTc0PgIzMhYXJzUzESMnIw4BIyIuAjcUFjMyNzUuASMiDgI8JT1QKy1EIgNSRAcDHlMtME04HlVLREhBIT8gIDcpGPI7X0IkIh1au%2F04QB8tIkFePlhiSfIfGhsxRAACAEX%2F9AIZAfIAHgAnAEMAuAAARVi4AAUvG7kABQAHPlm4AABFWLgAGi8buQAaAAM%2BWbsAJwABAA0ABCu4ABoQuQATAAH0uAAFELkAIgAB9DAxNzQ%2BAjMyHgIVFAYHIR4DMzI2NxcOASMiLgIlNCYjIg4CB0UqRVkvNFI5HgEC%2FoQBHTFDKCtHIh0kXDs2X0cpAYhMRB43LB4F8jxfQiMhPFQzDRkJJz4sGBgVNhciI0FeZElOFCc4JAAAAAEAZwAAAkIC1AAWAFYAuAAARVi4ABQvG7kAFAAPPlm4AABFWLgAEC8buQAQAAc%2BWbgAAEVYuAAMLxu5AAwAAz5ZuAAUELkAAwAB9LgAEBC4AAfQuAAQELkADQAB9LgACtAwMQEuASMiBh0BMxUjESMRIzU3NTQ2MzIXAi8eMyBCOczMUYuLX2VIRAJ6DglDPCxD%2Fl0Boz4FKVlsHAAAAAADAEj%2FIAI2AfIAEQBFAFUAsgC4AABFWLgAJS8buQAlAAc%2BWbgAAEVYuAAoLxu5ACgABz5ZuAAARVi4ACcvG7kAJwAHPlm4AABFWLgAQy8buQBDAAU%2BWbgAAEVYuAAMLxu5AAwAAz5ZuABDELkAAwAB9LgADBC4AA%2FQuAAV0LgADBC5ADoAAfS4ADLcuQBGAAH0ugA1AEYAMhESObgANRC4ABzQuAAoELkAKQAB9LgAJxC5ACoAAfS4ACUQuQBOAAH0MDEXFBYzMj4CNTQmKwEiJicOAQc0Njc1LgE1NDY3NS4BNTQ%2BAjMyFzMVIx4BFRQOAiMiJicGFRQWOwEyFhUUDgIjIiYTMjY1NC4CIyIOAhUUFo9RTipEMBk3OF8VJRAjG0cpJxQeHhwZIx80RScoIMmCERwdM0UnEysUJjUwbV5bJkZkPmt12y9BEh4pFxcpHhJCUSYwERwkEyMYAwUTKR0dOBcECyYfFzETBBM%2FLChALRkMPxI0ICc%2BKxcJCRggHRs0PiI%2BLhxGAWs%2BNRkqHhERHioZNT4AAAAAAQBdAAACCwLIABYAZQC4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAGLxu5AAYABz5ZuAAARVi4ABYvG7kAFgADPlm4AABFWLgACy8buQALAAM%2BWboAAwAGAAsREjm4AAYQuQAPAAH0uAADELkAFAAB9DAxEzMVBz4BMzIWFREjETQmIyIOAgcRI11SBCdYOVdRUjQ8FiUkJhVSAsjCcyk2Y2H%2B0gEjRUMLFiEW%2Fq0AAAACAFoAAAGeAskABQARADsAuAAARVi4AAAvG7kAAAAHPlm4AABFWLgAAi8buQACAAM%2BWbgAABC5AAQAAfS4AAAQuAAG3LgADNwwMRMhESMRIyUiJjU0NjMyFhUUBloBNFLiAQIdJSUdHCYmAeb%2BGgGjpyIdHSMjHR0iAAAAAgA3%2FycBngLJABUAIQBBALgAAEVYuAAALxu5AAAABz5ZuAAARVi4AAcvG7kABwAFPlm5AA4AAfS4AAAQuQAUAAH0uAAAELgAFty4ABzcMDETIREUDgIjIiYnNx4BMzI%2BAjURIyUiJjU0NjMyFhUUBloBNBQvTjsmSB0bGjkcJDAcC%2BIBAh0lJR0cJiYB5v4OLUs3HhMOPQ0OEiIxHwG1pyIdHSMjHR0iAAAAAAEAagAAAj4CyAAMAG0AuAAARVi4AAQvG7kABAAHPlm4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAMLxu5AAwAAz5ZuAAARVi4AAgvG7kACAADPlm6AAIAAAAMERI5ugAJAAAACBESObgACRC4AAbQuAACELkACgAB9DAxEzMRMwEzBxMjJwcVI2pSBAEGXsLcXLNzUgLI%2Fh4BAMH%2B2%2FNvhAABAFH%2F9AIZAsgAEAA1ALgAAEVYuAAALxu5AAAADz5ZuAAARVi4AAsvG7kACwADPlm5AAUAAfS4AAAQuQAQAAH0MDETMxEUFjMyNxcOASMiJjURI1H4MywoNBUhOihOUaYCyP3VNi8XPgwRWFcB4gAAAQA8AAACLAHyACAAowC4AABFWLgABi8buQAGAAc%2BWbgAAEVYuAALLxu5AAsABz5ZuAAARVi4AAAvG7kAAAAHPlm4AABFWLgAIC8buQAgAAM%2BWbgAAEVYuAAYLxu5ABgAAz5ZuAAARVi4ABAvG7kAEAADPlm6AAIAIAAAERI5uAACELgACNC4AAsQuQATAAH0uAAIELkAFgAB9LgABhC5ABsAAfS4AAIQuQAeAAH0MDETMxczPgEzMhc%2BATMyFhURIxE0IyIGBxEjETQjIgYHESM8QAcDEjEqShIWNCkzN081GiYTQjcaJBNPAeZAIipUJi5NSf6kAVVWJSb%2BoAFVViUm%2FqAAAAAAAQBdAAACCwHyABYAZQC4AABFWLgABi8buQAGAAc%2BWbgAAEVYuAAALxu5AAAABz5ZuAAARVi4ABYvG7kAFgADPlm4AABFWLgACy8buQALAAM%2BWboAAgAGABYREjm4AAYQuQAPAAH0uAACELkAFAAB9DAxEzMXMz4BMzIWFREjETQmIyIOAgcRI11EBwQmWDlXUVI0PBYlJCYVUgHmUyk2Y2H%2B0gEjRUMLFiEW%2Fq0AAAACADz%2F9AIcAfIAEwAnADUAuAAARVi4AAUvG7kABQAHPlm4AABFWLgADy8buQAPAAM%2BWbkAGQAB9LgABRC5ACMAAfQwMTc0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4CPCdCVzAwV0InJ0JXMDBXQidVFik5IyM5KRYWKTkjIzkpFvI9X0IiIkJfPTxfQSIiQV88KkQxGxsxRCoqRTIbGzJFAAACAF3%2FMwIcAfIAFgAlAIMAuAAARVi4AAkvG7kACQAHPlm4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAATLxu5ABMAAz5ZuAAARVi4AAIvG7kAAgAFPlm6AAUACQATERI5ugAWABMACRESObgAFhC5ABcAAfS4ABMQuQAaAAH0uAAJELkAIgAB9LgABRC5ACUAAfQwMRcVIxEzFzM%2BATMyHgIVFA4CIyImJzceATMyNjU0LgIjIgYHr1JEBwMiWS0xSzMaJD1QLCJPIQIjRhlCVBAhNCQgSSYppAKzPiAqI0FbOT5hRCMhHj8fGmZbKEIvGiMmAAAAAgA8%2FzMB%2BwHyABYAJACDALgAAEVYuAAFLxu5AAUABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAEi8buQASAAM%2BWbgAAEVYuAANLxu5AA0ABT5ZugAIAAUAEhESOboADwASAAUREjm4ABIQuQAaAAH0uAAPELkAHAAB9LgACBC5AB0AAfS4AAUQuQAgAAH0MDE3ND4CMzIWFzM3MxEjNTcOASMiLgI3FBYzMjc1LgEjIg4CPCU9UCstRiMDB0JSBCBRLTBNOB5VS0RIQSE%2FICA3KRjyO19CJCIgNv1Ns1gfKyJBXj5YYknyHxobMUQAAQCSAAACGQHyABIAVAC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAAGLxu5AAYABz5ZuAAARVi4ABEvG7kAEQADPlm6AAIAEQAAERI5uAAGELkADQAB9LgAAhC5ABAAAfQwMRMzFzM%2BATMyFhcHLgEjIgYHESOSRAcDJm9EGy4XExojHTdlLFIB5nM7RAkLRwkIP0z%2B4wAAAAABAEj%2F9AIOAfIALQBJALgAAEVYuAATLxu5ABMABz5ZuAAARVi4ACovG7kAKgADPlm5AAMAAfS6AAYAKgATERI5uAATELkAGgAB9LoAHwATACoREjkwMTceATMyNjU0JicuAzU0PgIzMhYXBy4BIyIOAhUUFhceARUUDgIjIiYncCleQkJARVkmQzIeGjNNMjdoJCggTi0iLhwMUkJjXxw3UTRIeS12HiQsIBwsFgkaIyoaHTMlFSUZNRccCxMaDh4nERlAOB40KBctHwABAEX%2F9AIiAm4AGwBNALgABS%2B4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAAWLxu5ABYAAz5ZuAADELkAAQAB9LgAAxC4AAfQuAABELgACNC4ABYQuQAPAAH0MDETIzU%2FATMVMxUjFRQeAjMyNjcXDgEjIi4CNc6JjAtE7%2B8MHDAjIzgaEiFQKDVIKxMBoz4FiIhD5yExIhEMCjwMER01Si0AAQBN%2F%2FQB%2BQHmABQAZQC4AABFWLgACi8buQAKAAc%2BWbgAAEVYuAATLxu5ABMABz5ZuAAARVi4AAYvG7kABgADPlm4AABFWLgAAC8buQAAAAM%2BWboAAgAGABMREjm4AAYQuQAPAAH0uAACELkAEgAB9DAxISMnIw4BIyImNREzERQWMzI2NxEzAflDBwQlVzlYUVMzPSpEKVJVKzZjYQEu%2Ft1FQysvAVEAAQAzAAACJQHmAA0APAC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAAKLxu5AAoABz5ZuAAARVi4AA0vG7kADQADPlm5AAUAAfQwMRMzEx4BFzM%2BATcTMwMjM1NwDxsNBA0ZD3BPyVwB5v7sJUcjI0clART%2BGgABAAgAAAJQAeYAIQB0ALgAAEVYuAAALxu5AAAABz5ZuAAARVi4AAovG7kACgAHPlm4AABFWLgAFC8buQAUAAc%2BWbgAAEVYuAAhLxu5ACEAAz5ZuAAARVi4ABcvG7kAFwADPlm6AAYAAAAhERI5uAAGELgAD9C6ABwAAAAXERI5MDETMxMeARczPgE%2FATMXHgEXMz4BNxMzAyMnLgEnIw4BDwEjCFQ7BwwFBAcOCDtGPAgOCAQHCwY7TmpjOgcMCAQGDAk4YgHm%2FucjQiIiQyL8%2FCNCIiJCIwEZ%2Fhr2I0UlIEQq9QABAEAAAAIXAeYAGQBlALgAAEVYuAABLxu5AAEABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAGS8buQAZAAM%2BWbgAAEVYuAAPLxu5AA8AAz5ZugATAAEAGRESObgAExC4AADQuAATELgADdC4AAfQMDE3JzMXHgEXMz4BPwEzBxcjJy4BJyMOAQ8BI%2FmrW00NHQ8EDhwNSVetulpVDyEQBA8eD1BY%2FOprFCoUFCwUafH1cBUuFRYrF3AAAAEAMf8vAicB5gAcAFsAuAAARVi4AAgvG7kACAAHPlm4AABFWLgAEi8buQASAAc%2BWbgAAEVYuAAZLxu5ABkABT5ZuAAARVi4AAcvG7kABwADPlm4ABkQuQADAAH0ugAOAAgABxESOTAxFx4BMzI2PwEDMxMeARczPgE3EzMDDgMjIic3VAoXCzNAEg%2FjU3cOHw8EDRsMak7WDiQyQSkkHBGGAwQ7LSQB5%2F7zIEojI0khAQ398iQ%2BLRoKQQAAAQBHAAACFAHmAAkAPQC4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAAILxu5AAgAAz5ZuQAGAAH0uAAA0LgAAxC5AAEAAfS4AAXQMDE3ASE1IRUBIRUhRwFN%2FtgBnv6yAVj%2BMywBd0Ms%2FolDAAAAAQB4%2F2gB9gLEADkAKwC7ADMAAQA0AAQruwAZAAEAGgAEK7sACwABAAoABCu6ACcACgALERI5MDEFND4CNTQuAiM1Mj4CNTQmNTQ%2BAjsBFSMiDgIVFBYVFAYHFR4BFRQGFRQeAjsBFSMiLgIBAAMDAwwgOSwsOSAMCRYuRi89NCYxGwoGJzQ0JwYKGzEmND0vRi4WExsxLi4ZDxsWDjQOFhsPMF00JzMeDTAKFSMYK1svMTMJBAkzMTNULhgjFQowDR4zAAEBB%2F8GAVEC7gADAAsAugABAAIAAyswMQEzESMBB0pKAu78GAAAAAABAGP%2FaAHgAsQAOQArALsAAAABADcABCu7ABoAAQAXAAQruwAnAAEAKAAEK7oADAAoACcREjkwMRcyPgI1NCY1NDY3NS4BNTQ2NTQuAisBNTMyHgIVFAYVFB4CMxUiDgIVFB4CFRQOAisBNZYmMRwKBiY0NCYGChwxJjM9L0UuFgkMIDksLDkgDAMDAxYuRS89aAoVIxguVDMxMwkECTMxL1srGCMVCjANHjMnNF0wDxsWDjQOFhsPGS4uMRsnMx4NMAAAAQBMAP8CDAGVABkAJwC7AAMAAQAWAAQruwARAAEACAAEK7gAAxC4AA3QuAARELgAGdAwMRM%2BATMyHgIzMj4CNxcOASMiLgIjIgYHTBpIJh4vKScVDBUVEgk1GkgmHi8pJxUXKREBFkY3GiAaBxMiGhhGNhogGiI0AAAAAAIA4%2F9IAXUB8gAFABEAHAC4AABFWLgADy8buQAPAAc%2BWbgACdy4AATcMDEFFyM3EzM3FAYjIiY1NDYzMhYBUgJQAgo4LSseHisrHh4rWl5eAVinJCkpJCMqKgAAAgBx%2F98B%2BgKNAAYAJQBcALgAAEVYuAAYLxu5ABgACz5ZuwAiAAEACgAEK7sAGgABACEABCu4ACEQuAAA0LgAAC%2B4ACIQuAAG0LgABi%2B4AAoQuAAN0LgADS%2B4AAzcuAAaELgAF9C4ABcvMDEBDgEVFBYfAQ4BBxUjNS4DNTQ%2BAjc1MxUeARcHLgEnET4BNwE6OEA%2FOcAeSCczLUo1HR82SiozLEAXKBQtGiA0FQHdDVhCQ1gNCRoiA2doBSQ9VDU0UzwkBmpnAiIWNBIWAv6oAhsSAAABAE0AAAITAooAKQBXALgAAEVYuAATLxu5ABMACz5ZuAAARVi4AAEvG7kAAQADPlm7AAgAAQALAAQruAABELkAAAAB9LgAA9C4ABMQuQAaAAH0uAALELgAINC4AAgQuAAj0DAxJRUhNT4BNTQnIzU3LgE1ND4CMzIWFwcuASMiBhUUFhczFSMWFRQGBxUCE%2F47Pz0IdWMLFR43TTA%2BVR0wFzsqQkUTC72tBiUmR0cyHF85Gh00BCA9ICpEMBorIC8XHkE0IDsgOBsdNUYfBAAAAgA6AFMCHgJBACAANAAXALsAJgABAB0ABCu7AAwAAQAwAAQrMDE%2FAS4BNTQ2Nyc3FzYzMhc3FwceARUUBgcXBycOASMiJwc3FB4CMzI%2BAjU0LgIjIg4COlQRExIRUyxXMD8%2BMVcsVBETExFULFgXOR4%2BMVdQEyArGBgrIBMTICsYGCsgE4BVFzojIzsXVi1aJSVaLVYXOyMjOhdVLVkTEyZZ9h4xJBMTJDEeHjEkExMkMQAAAQA1AAACIwJ%2BAB0AbAC4AABFWLgAAC8buQAAAAs%2BWbgAAEVYuAAJLxu5AAkACz5ZuAAARVi4ABMvG7kAEwADPlm6AAUAEwAJERI5uAAFELgAC9C5AA4AAfS4ABnQuAAY3LgAD9C5ABIAAfS4ABXQuAALELgAHNAwMRMXHgEXMz4BPwEzAzMVIxUzFSMVIzUjNTM1IzUzA4pcESETBBIiElxSuqK3t7dStbW1obkCfqshQyMjQyGr%2FsAvQTCenjBBLwFAAAIBB%2F8GAVEC7gADAAcAEwC6AAEABQADK7oAAwAHAAMrMDEBMxEjFxEjEQEHSkpKSgLu%2FjVN%2FjAB0AAAAAIAW%2F%2FAAf0CrAAPAEcATwC7AC8AAQAoAAQruwBEAAEAEwAEK7oAMgAoABMREjm6ABYARAAvERI5ugAgADIAFhESObgAIBC4AADQugA8ABYAMhESObgAPBC4AAjQMDElPgE1NC4CJw4BFRQeAhMuASMiBhUUHgQVFAYHHgEVFA4CIyImJzceATMyNjU0LgQ1NDY3LgE1ND4CMzIWFwFzICMpPkkgHyUpP0lUGjgjKiYqP0k%2FKjEpDg8YKjskN1wgMho9KiktKj5KPiozKA4REyY4JjJRHsAOJiIiLCEdEhApHyErIRwBaxQaJRobJB4eKz0uMDwWECcaHjIkFSYhLRgcKB0cJh4dKj0uLUAVECcaGi8kFSIXAP%2F%2FAJYCTAHCAroSBgDPAAAAAwAe%2F%2FUCOgKNABMAJwBFAE0AuAAARVi4AAUvG7kABQALPlm4AABFWLgADy8buQAPAAM%2BWbkAGQAB9LgABRC5ACMAAfS4AC3QuQA0AAH0uAAZELgAQdC5ADoAAfQwMRM0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4CFzQ%2BAjMyFhcHLgEjIgYVFBYzMjY3Fw4BIyIuAh4pSWM5OWNJKSlJYzk5Y0kpLiA7UzIyUzsgIDtTMjJTOyBGGy47ISMxFCIQHxQuODUtGiYRHhc0JiI7LBkBQ0x7VS4uVXtMTXtXLy9Xe01Ca00qKk1rQkJqTCkpTGpCK0YyGhsUJw4RSztCTRQOKhQbGzNJAP%2F%2FAKcA%2FAG6Ak4SBgDSAAD%2F%2FwBTADQB%2BAHEEiYA3Y4AEAYA3XMAAAAAAQBVAGgCAwFpAAUADQC7AAEAAQAEAAQrMDETIREjNSFVAa5C%2FpQBaf7%2Fw%2F%2F%2FAFUBKwIDAWkSBgDiAAAABABwAT8B6ALJABMAJwA1AD4APQC7ABQAAQAAAAQruwAKAAEAHgAEK7sANgABADIABCu4AB4QuAAp0LgAMhC4AC%2FQuAAUELgANNC4ADHQMDEBIi4CNTQ%2BAjMyHgIVFA4CJzI%2BAjU0LgIjIg4CFRQeAgMzMhYVFAYHFyMnIxUjNzI2NTQmKwEVASwnRTMdHTNFJydEMx4eM0QnHzcnFxcnNx8gNigXFyg2KUwgLxURLi4jKSlDFBgTFxwBPx00SCwsSDQdHTRILCxINB0lFyo7JCM7KxgYKzsjJDsqFwEIHSQSHwZTRkZmEREPEkMAAAD%2F%2FwCxAlkBpwKSEgYAzgAAAAIArwGtAaoCrQATAB8AFwC7AAoAAQAaAAQruwAUAAEAAAAEKzAxASIuAjU0PgIzMh4CFRQOAicyNjU0JiMiBhUUFgEsGS0jFBQjLRkZLiIVFSIuGSIqKiIhKioBrRIhLx0eLyISEiIvHh0vIRIuLiMlLi4lIy4AAAIAVQAAAgMCLAALAA8ARAC4AABFWLgADi8buQAOAAM%2BWbsAAwABAAAABCu4AAMQuAAE3LgAAxC4AAbQuAAAELgACNC4AA4QuQAMAAH0uAAL3DAxASM1MzUzFTMVIxUjByEVIQELtrZCtrZCtgGu%2FlIBMD6%2Bvj6xQT4AAP%2F%2FAK4BuAGnAvUSBwDmAAEBuAAA%2F%2F8ArAGsAaQC9RIHAOcAAAG4AAD%2F%2FwDrAj0BnwLREgYAywAAAAEATf9FAi4B5gAoAHMAuAAoL7gAAEVYuAAALxu5AAAABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAHy8buQAfAAM%2BWbgAAEVYuAAYLxu5ABgAAz5ZuAAfELkABQAB9LoAHAALAB8REjm4ABwQuQAKAAH0uAAYELkAEgAB9DAxEzMRFBYzMj4CNxEzDgEVFBYzOgE3FwYjIiYnIw4BIyImJxwBHgEXI01TNDkTJiYnFFMCAxALBAcHDBMdJiQFAyBRLyM7FAICAlMB5v7dQ0UJGCsjATxjz1gUEAI%2BCDU6ODUVICY7NDMeAAAAAgBI%2F7AB5QKQAAMAEAAlALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AA8vG7kADwANPlkwMQEzESMDIyIuAjU0PgI7AQGUUVE2IDVaQiUkP1YyKwKQ%2FSABMhk1Ujk7UTMWAAAA%2F%2F8A2wEHAX0BsBIHABMAAAETAAD%2F%2FwDd%2FysBdgADEgYA0QYA%2F%2F8A0AG4AWEC6RIHAOUAAAG4AAD%2F%2FwCOAPwBygJOEgYA0wAA%2F%2F8AYQA0AgYBxBImAN6OABAGAN5zAAAA%2F%2F8AHAAAAj8CfhInAOX%2FewFNECYA3wAAEAcA6ACGAAD%2F%2FwAcAAACPAJ%2BEicA5f97AU0QJgDfAAAQBwDmAIcAAP%2F%2FACcAAAJVAooSJwDn%2F3sBTRAmAN8ZABAHAOgAhgAAAAIAe%2F88AewB8gAbACcAKgC4AABFWLgAJS8buQAlAAc%2BWbsACgABABEABCu4ACUQuAAf3LgAG9wwMSUWDgQVFBYzMjY3Fw4BIyImNTQ%2BBCc3FAYjIiY1NDYzMhYBZwYSIywnGjg3JkEbMCFdOlRlGyctJBQEZyweHisrHh4s%2FiQ4LignKxkqNh4bLSMuVEghMysoLDIhpyQpKSQjKioAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDpAAAAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDqAAAAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDrAAAAAP%2F%2FACAAAAI4AzMSJgAmAAAQBgDsAAAAAP%2F%2FACAAAAI4Ay0SJgAmAAAQBgDtAAAAAP%2F%2FACAAAAI4A2sSJgAmAAAQBgDuAAAAAAAC%2F%2F8AAAJPApAABgAWAGYAuAAARVi4AA4vG7kADgANPlm4AABFWLgACC8buQAIAAM%2BWbgAAEVYuAAMLxu5AAwAAz5ZuwAAAAEACgAEK7sAEwABABQABCu4AA4QuQABAAH0uAAIELkABwAB9LgAARC4ABHQMDEBESMOAQ8BBRUhNSMHIwEhFSMVMxUjFQE9AxQrFC4Blv7unklXAQQBQ72TkwECAUw2aTZ3u0e%2FvwKQRs1H7%2F%2F%2FAEL%2FKwIqApwSJgAoAAAQBgDvLwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDpHwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDqHwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDrHwAAAP%2F%2FAHMAAAISAy0SJgAqAAAQBgDtHwAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDpAAAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDqAAAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDrAAAAAP%2F%2FAF8AAAH5Ay0SJgAuAAAQBgDtAAAAAAACABAAAAIrApAADAAZAFMAuAAARVi4AAQvG7kABAANPlm4AABFWLgACy8buQALAAM%2BWbsAAwABAAAABCu4AAsQuQANAAH0uAAEELkAEwAB9LgAAxC4ABXQuAAAELgAF9AwMRMjNTcRMzIWFRQGKwE3MjY1NCYrARUzFSMVW0tLoZSbm5Gkm3Bvb3BIj48BQSoFASConZ2uRIp9fYTcL%2F3%2F%2FwBTAAACBQMzEiYAMwAAEAYA7AYAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6QAAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6gAAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6wAAAAD%2F%2FwAw%2F%2FQCKAMzEiYANAAAEAYA7AAAAAD%2F%2FwAw%2F%2FQCKAMtEiYANAAAEAYA7QAAAAAAAQBmAH4B8gIVAAsAKQC6AAUACQADK7oACgAJAAUREjm4AAoQuAAB0LgAChC4AAfQuAAE0DAxPwEnNxc3FwcXBycHZpqaLJqaLJqaLJqaq5%2BeLZ%2BfLZ6fLaCgAAADAC3%2F4gIsAq4ACgAVAC8AfQC4AABFWLgAKy8buQArAA0%2BWbgAAEVYuAAeLxu5AB4AAz5ZugAVAB4AKxESObgAFRC4AADQuAAeELkAAwAB9LoACgAeACsREjm4AAoQuAAL0LgAKxC5AA4AAfS4AAoQuAAW0LgAABC4ACDQuAAVELgAI9C4AAsQuAAt0DAxNx4BMzI%2BAjU0LwEuASMiDgIVFBcBHgEVFA4CIyInByc3LgE1ND4CMzIXNxfAFTcgJT4rGBkfFTghJj0rGBsBTB0eJUNdN1pANTA%2FHR8lQ1w4XD82L3QaHSZHYz5ZQDgaHSVEYj1fQAGFK3NIT39ZMD1PIF0tdklPfVcuPU8gAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOkAAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOoAAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOsAAAAA%2F%2F8AT%2F%2F0AgkDLRImADoAABAGAO0AAAAA%2F%2F8AJgAAAjIDMhImAD4AABAGAOoAAAAAAAIAZQAAAiECkAAQABkAOQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAPLxu5AA8AAz5ZuwARAAEADQAEK7sAAwABABcABCswMRMzFTMyHgIVFA4CKwEVIzcyNjU0JisBEWVUdjZaPyMjQFk2dlS%2FV1NVVWsCkG4ULkk2NE0yGJbaQEdHNv78AAABAFj%2F9AI0AtQAOQBaALgAAEVYuAAFLxu5AAUADz5ZuAAARVi4ADkvG7kAOQADPlm4AABFWLgAGy8buQAbAAM%2BWbkAIgAB9LoADwAFACIREjm4AAUQuQA0AAH0ugAlABsANBESOTAxEzQ%2BAjMyHgIVFA4CFRQeBBUUDgIjIiYnNx4BMzI2NTQuBDU0PgI1NCYjIgYVESNYHDRKLyg9KhUcIhweLDUsHhcrPCUqRiAhHDQdKi0eLTQtHhwiHCwqNz9SAgcuTDYdGCk1HiY1LCkaGCAbGiQ1JyA2KBcYFToUEy8fHSYdGSEtIyIxLS8gJTFLS%2F4FAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMoOAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMsOAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMwOAAAA%2F%2F8AUf%2F0AgMCsBImAEYAABAGAM0OAAAA%2F%2F8AUf%2F0AgMCuhImAEYAABAGAM8OAAAA%2F%2F8AUf%2F0AgMC1xImAEYAABAGANAOAAAAAAMAEf%2F0AlUB8gAuADcARAClALgAAEVYuAANLxu5AA0ABz5ZuAAARVi4ABMvG7kAEwAHPlm4AABFWLgAJi8buQAmAAM%2BWbgAAEVYuAAsLxu5ACwAAz5ZuwAvAAEAGwAEK7oAAwANACwREjm4AAMvuAANELkABgAB9LoAEAAmAA0REjm4ACYQuQAfAAH0ugApACYADRESObgAExC5ADQAAfS4ACwQuQA7AAH0uAADELkAQgAB9DAxNzQ2Ny4BIyIGByc%2BATMyFhc%2BATMyHgIVFAYHIR4BMzI2NxcOASMiJicOASMiJiU0LgIjIgYPARQWMzI2Ny4BLwEOARF8fAEnLxpBFx8eUC0wOw4YRTAlNyUSAgL%2B%2FgM8OxwvFR0ZQSY1SBgpTyY8RgH%2FCBQhGC85BfEoIho%2BGggHAQFcT4FJVxM2RRkQOBQgOCovMyQ9UC0OGg1MXRINNhEaMCstLkvXHzgrGVJJkScoJCMWNR0ZEDr%2F%2FwBQ%2FysCGwHyEiYASAAAEAYA0SoAAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAyg8AAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAyw8AAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAzA8AAAD%2F%2FwBF%2F%2FQCGQK6EiYASgAAEAYAzw8AAAD%2F%2FwBaAAABnQLREiYAxAAAEAYAyjAAAAD%2F%2FwBaAAABzwLREiYAxAAAEAYAyzAAAAD%2F%2FwBaAAAB4ALREiYAxAAAEAYAzDAAAAD%2F%2FwBaAAAB8gK6EiYAxAAAEAYAzzAAAAAAAgA8%2F%2FQCGALaABQAOQBrALgAAEVYuAA0Lxu5ADQADz5ZuAAARVi4AB0vG7kAHQADPlm7ACcAAQALAAQruAAdELkAAAAB9LoAKgA0AB0REjm4ACoQuQAIAAH0ugAVADQAHRESObgAFRC4AC3QuAAVELgAN9C4ADDQMDElMj4CNTwBJy4BIyIOAhUUHgITHgEVFA4CIyIuAjU0PgIzMhYXLgEnByc3LgEnNx4BFzcXASwoOycTASNSJyg9KRUaLDx7QlAhPlg3L1ZCJyI9UzIvVBwOPS6WF4QaPCImKEoihxc4HTVILAsWCy8mGCw7IiY9KxgCKj2reTxjRycgPVc2M1M7IComRWUoTSlEEyERNBMqGkUpAAAA%2F%2F8AXQAAAgsCsBImAFMAABAGAM0SAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMoAAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMsAAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMwAAAAA%2F%2F8APP%2F0AhwCsBImAFQAABAGAM0AAAAA%2F%2F8APP%2F0AhwCuhImAFQAABAGAM8AAAAAAAMAVQBgAgMCMwALABcAGwAlALsAGQABABoABCu4ABkQuAAA3LgABty4ABoQuAAP3LgAFdwwMQEiJjU0NjMyFhUUBgM0NjMyFhUUBiMiJichFSEBLBcfHxcXHx9NHxcXHx8XFx%2BhAa7%2BUgHIHhgXHh4XGB7%2BzhceHhcYHh7rPgAAAwA8%2F%2BkCHAH9AAoAFgAwAH0AuAAARVi4ACwvG7kALAAHPlm4AABFWLgAHy8buQAfAAM%2BWboAFgAfACwREjm4ABYQuAAA0LgAHxC5AAIAAfS6AAoALAAfERI5uAAKELgAC9C4ACwQuQAOAAH0uAAKELgAF9C4AAAQuAAh0LgAFhC4ACTQuAALELgALtAwMTcWMzI%2BAjU0Ji8BLgEjIg4CFRQWFwEeARUUDgIjIicHJzcuATU0PgIzMhc3F8kpOiM5KRYODR4TMh0jOSkWDg0BNRsgJ0JXMFM%2FMyU1GyAnQlcwUz8zJVwmHDFFKiE6FyYSFBwyRiohOBcBICBZNzxfQSIwOx0%2BIFg2PV9CIjA7Hf%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDK%2FAAAAP%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDL%2FAAAAP%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDM%2FAAAAP%2F%2FAE3%2F9AH5AroSJgBaAAAQBgDP%2FAAAAP%2F%2FADH%2FLwInAtESJgBeAAAQBgDLBAAAAAACAF3%2FMwIcAsgAFgAlAIMAuAAARVi4AAIvG7kAAgAPPlm4AABFWLgACC8buQAIAAc%2BWbgAAEVYuAABLxu5AAEABT5ZuAAARVi4ABIvG7kAEgADPlm6AAUACAASERI5ugAVABIACBESObgAFRC5ABcAAfS4ABIQuQAaAAH0uAAIELkAIgAB9LgABRC5ACUAAfQwMRcjETMVBz4BMzIeAhUUDgIjIiYnFzUeATMyPgI1NCYjIgYHr1JSAiNWKzFMMxslPVArJEwhASNFGiA3KBdBSSBIJs0DlclXIigjQVs5PmFEIyIdXJsfGhsxSC1QYyMmAAD%2F%2FwAx%2Fy8CJwK6EiYAXgAAEAYAzwQAAAAAAQBaAAABjgHmAAUALwC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAACLxu5AAIAAz5ZuAAAELkABAAB9DAxEyERIxEjWgE0UuIB5v4aAaMAAAACACEAAAJPApEAEgAbAE8AuAAARVi4AAMvG7kAAwANPlm4AABFWLgADS8buQANAAM%2BWbsACAABAAkABCu4AAMQuQAGAAH0uAANELkACwAB9LgAFtC4AAYQuAAY0DAxEzQ2MyEVIxUzFSMVMxUhIi4CNxQWOwERIyIGIY19ARrClJTM%2Ftk%2BYUQkVlRWFRVWVAFLnqhGz0fuRy1Ve05%2BiQIIgwAAAAMAC%2F%2F0AlQB8gATADsARACNALgAAEVYuAAZLxu5ABkABz5ZuAAARVi4AB8vG7kAHwAHPlm4AABFWLgAMi8buQAyAAM%2BWbgAAEVYuAA3Lxu5ADcAAz5ZuwA8AAEAJwAEK7gANxC5AAUAAfS4ABkQuQAPAAH0ugAcADIAGRESObgAMhC5ACsAAfS6ADUAMgAZERI5uAAfELkAQQAB9DAxNxQeAjMyPgI1NC4CIyIOAgc0PgIzMhYXPgEzMh4CFRQGByMeATMyNjcXDgEjIiYnBiMiLgIlNC4CIyIGB1gNGiYaFiUaDg4aJRYaJhoNTRswQCUvRRQUQTAiNSMSAQLxBDo2GicUHRc7IzBIFitdJkAvGwIFCBIeFi0wBvMqRTEcHDFFKipEMhsbMkQqPV9BIj04Nz4kPFEtDhcQTF0RDjYRGjk3cCJBX2AfOCsZU0gA%2F%2F8AqAI9AbAC0RIGAMwAAP%2F%2FAM8CHgGJAtcSBgDQAAD%2F%2FwCeAkMBugKwEgYAzQAAAAEAuQI9AW0C0QADAAsAugABAAMAAyswMRMzFyO5Wlo%2FAtGUAAEA6wI9AZ8C0QADAAsAugACAAAAAyswMQEjNzMBKj9aWgI9lAAAAAABAKgCPQGwAtEABwAZALsAAQABAAQABCu4AAQQuAAD3LgABtAwMQEzFyMnIwcjAQlGYT9DBEM%2FAtGUY2MAAAAAAQCeAkMBugKwABYAJwC7AAgAAQAOAAQruAAOELgAE9y5AAMAAfS4AArQuAAOELgAFdAwMRM%2BATMyHgIzMjczDgEjIi4CIyIHI54FKygSHhkYDB8JLwUrKBIeGRgMHwkvAkMwPREUETYvPhEVETcAAAEAsQJZAacCkgADAA0AuwABAAEAAgAEKzAxEzMVI7H29gKSOQAAAAACAJYCTAHCAroACwAXAB0AuwAAAAEABgAEK7gAABC4AAzQuAAGELgAEtAwMRMiJjU0NjMyFhUUBjMiJjU0NjMyFhUUBswYHh4YFx8fqRcfHxcYHh4CTCAXFyAgFxcgIBcXICAXFyAAAAIAzwIeAYkC1wALABcAFwC6AAwAAAADK7gADBC4ABLcuAAG3DAxASImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWASwpNDQpKTQ0KRQcHBQUHBwCHjMqKjIyKiozJR4aGR4eGRoeAAABANf%2FKwFwAAMAEQAdALoAAQACAAMruAACELgAEdC4AAvcuQAKAAH0MDElMwceARUUDgIHJz4BNTQmJwEZNRkYIxgoNRwIKDEhHgM1CCAfFiAWDQMpBRcUFBUIAAIApwD8AboCTgAZACMAOQC4ABIvuwAdAAEAFwAEK7sADQABAAYABCu7AAMAAQAhAAQrugATAA0AFxESObgAExC5ACAAAfQwMRM0NjcuASMiBgcnPgEzMhYdASMnIw4BIyImNxQWMzI2NzUOAadmbQEeJx00FhkaSCg%2FPTQFAhg5ICs8PyIZFysXUUMBWTU4Cx4sFQ0rDxtIP8MlExoyLxgXFRNSCSUAAAIAjgD8AcoCTgATAB8AFwC7ABcAAQAPAAQruwAFAAEAHQAEKzAxEzQ%2BAjMyHgIVFA4CIyIuAjcUFjMyNjU0JiMiBo4aKzkgIDksGRksOSAgOSsaQjErKzExKysxAaUoPysXFys%2FKCg%2FKxcXKz8oNUBANTRBQQAAAAEAUADYAggBIAADAA0AuwABAAEAAgAEKzAxEyEVIVABuP5IASBIAAABABQA2AJEASAAAwANALsAAQABAAIABCswMRMhFSEUAjD90AEgSAAAAQDRAV4BfAK7ABEACwC6AAUACwADKzAxAQ4BBzYzMhYVFAYjIiY1NDY3AXwvNQMMDh8nKiAnM0xEAosbTzQGKCAjKj85S3cjAAAAAAEA2QFeAYQCuwARAAsAugAFAAsAAyswMRM%2BATcGIyImNTQ2MzIWFRQGB9kwNQMMDiAnKiAoMkxDAY4aTzUGJyAjK0A5S3Yj%2F%2F8A2f8fAYQAfBIHANcAAP3BAAD%2F%2FwBfAV4B7wK7EiYA1o4AEAYA1nMAAAD%2F%2FwBnAV4B9wK7EiYA144AEAYA13MAAAD%2F%2FwBn%2Fx8B9wB8EicA1%2F%2BO%2FcEQBwDXAHP9wQAAAAEAlwBzAcEBmQATAAsAugAKAAAAAyswMSUiLgI1ND4CMzIeAhUUDgIBLB42KRgYKTYeHjYpGBgpNnMVJzYhITYnFRUnNiEhNicVAAABAMUANAGFAcQABgALALoAAgAGAAMrMDE3NTcXBxcHxZknf38n1FCgI6WmIgAAAAABANMANAGTAcQABgALALoAAgAFAAMrMDElJzcXFQcnAVJ%2FJ5mZJ%2FylI6BQoCIAAAACABwAIAI8AnAAAwAHAAsAugAHAAMAAyswMT8BFwcBByc3HLchpwHvtyGnTbweywIjvB7LAAAA%2F%2F8ArAG4AbkC6RIHAOgAAAG4AAAAAQA6%2F%2FQCNgKKADEAbQC4AABFWLgAFS8buQAVAAs%2BWbgAAEVYuAADLxu5AAMAAz5ZugAoACIAAyu4ACgQuQArAAH0uAAG0LgAKBC4AAnQuAAiELgAD9C4ACIQuQAfAAH0uAAS0LgAFRC5ABwAAfS4AAMQuQAuAAH0MDElDgEjIiYnIzU3JjQ1PAE3IzU3PgEzMhYXBy4BIyIGByEVIQYUFRwBFyEVIx4BMzI2NwI2Jlw%2BYocTQDsBATtAE41qM1geMRo7JkpaDgEm%2FtUBAQED%2FQ5YRStBHlEsMYF2KwQJEgkIEAgsBXaFLSEvGiFiVzEHDggKEwkwVWAkIwAAAQBVASsCAwFpAAMADQC7AAEAAQACAAQrMDETIRUhVQGu%2FlIBaT4A%2F%2F8AHAAgAjwCcBIGAN8AAAACAKH%2F9AG3AT0ACwAXACgAuAAARVi4AAAvG7kAAAADPlm7AAYAAQASAAQruAAAELkADAAB9DAxBSImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWASw9Tk49PU5OPSAuLiAgLi4MWE9OVFROT1gyOTw8NTU8PDkAAAEA0AAAAWEBMQAIAB4AuAAARVi4AAgvG7kACAADPlm7AAUAAQAAAAQrMDElIzU%2BATczESMBIlIhKRUyP%2BYqBRAM%2Fs8AAQCtAAABpgE9ABgALAC4AABFWLgAFy8buQAXAAM%2BWbsADQABAAYABCu4ABcQuQAVAAH0uAAA0DAxNz4BNTQmIyIGByc%2BATMyFhUUDgIHMxUjt05THx0UJg4nFzskNj4TISwZiO8kO04hGyAXEyEaIzUyFCcnKRY1AAAAAAEArP%2F0AaQBPQAkADwAuAAARVi4ACEvG7kAIQADPlm7ABYAAQAPAAQruwAJAAEACAAEK7gAIRC5AAMAAfS6ABsACAAJERI5MDE3HgEzMjY1NCM1MjY1NCYjIgYHJz4BMzIWFRQHHgEVFAYjIiYnzA8xGxsjYConGh0SKA8eEz0jLzs4ICdGMyNDGVESGRYZMyYcFxQXEw8mFBksKDcUCCYfLTAcGgAAAAIArAAAAbkBMQAFABAAOAC4AABFWLgACS8buQAJAAM%2BWbsAEAABAAYABCu7AAIAAQANAAQruAAQELgAANC4AAYQuAAK0DAxJTU3Iw8BFyMVIzUjNTczFTMBTgQDLTbNMjmilEcydDhSQUkrSUkfyb0AAAAAAQCpAsIBXwMyAAMACwC6AAEAAwADKzAxEzMXI6leWEUDMnAAAQD5AsIBrwMyAAMACwC6AAIAAAADKzAxASM3MwE%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%2FKwFrAAMAEQAdALoAAQACAAMruAACELgAEdC4AAvcuQAKAAH0MDElMwceARUUDgIHJz4BNTQmJwETNhkYIxgoNRwIKDEhHwM1CCAfFiAWDQMpBRcUFBUIAAAAGgE%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<p style="margin-top: 6px; margin-left: -2px;">March 10, 2016</p>
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<slide class=''><hgroup><h2>Introduction</h2></hgroup><article id="introduction" class="smaller ">
<ul>
<li>Background</li>
<li>PhD in Bioinformatics, MS Biostatistics (U of M)</li>
<li>Data Scientist at Trinity Health (1.5 years)</li>
<li>Two boys (2.5 and 0.25 years)</li>
<li>Closet metalhead</li>
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OaUQyCN/GII2e/TIfCHdgo7SAHLBrjKvkaxRlvsYrgUBgVDWOatgLti5JXoWRwkts1INDPYhYac2c4Yph2S/+J02p49m7YjHYWdBZgEtoxGaw9hVygDQ8axsz8yLdkyxB11xFuDZ5/5y17H2h2fgrmzb6QIKbgJIoWBIhOF6TS89ONC+qZQaqRvEYav39+0y2udMMaKIs9m4/bxq+P2nH6MhxkIqB/4bokmyRFcKYYAbbKuG3mnXGiMNFPOvLQp0xW24F9ohg93NaIPzkK3K1yL0yFfByGhhVtCLbeq/9IhIyOcnwGObRhU2LblDg8ncRw6Xmd4HD8itlIegKO2ZdTvDMWW4E2+HOLxDVy87TLFgRzARw2ZAYYjr0OdGJvHOtwRTt9bE+ELW0YewLYV9ypyxBi63dN3ubWCH2va3HDBGYAFONyu7xnV79q761W7uiWfOhtouCV4xcaiJMAAntsOXBX5Nd7/Zr3iuvJOQDeaIL/KLfR01gt8jE6XOHQNurSfMio8wlFMjrwsXWh3uW1vrzbBdUegmJE9Zcd4uCnBzwyZmMymmVI3eNjQpgq7TzBg4DM9mrZ96LBlJJmZI+raaXmr3hiAh6Fg70/ay8fMFIVKXKOIszaO0qML/CJPCJr7vhlEq1fC8labM2U6HfNGRjqkO40csNWGGbjNCYYf7pEJnR51nOERRW+1ZSROnQMQoXuakdwGcFNnhHgA/iPgMcbHIHLO1gMH3RQ2MOV1/O4dkcepc4xfbgcGApTz3HrWt6wzAZ7nGnX6ljYs657N2HFGoSmNTTmec+yga0pAekKhU6KFF/NRe3U6aa/O59igSXt2NkvZ2CDbQC410h4nYIJGd8hEBigaX+izhq8P0Gi3YzCDk18stu2bby7aX//k5+2LL79uNwSqF5fYi8vrdksw4G0yaaztuKLsu6tFu1xDc/CM/UP+DLq36CTkQx7o8P5hBmN9IGLyWPuo5QO90mnw1kl5HtsVG8AG7iZlwWRZdd3yj7LCL+Jm8UHClBszDQqUPWtrN7wFV6lsbI6y7/YlWb90LMyn55TlREjik7o2Pux7oBsYMEDJzJUBQMEmh70pMgm+d+Q5ox1IKpK+gyIF2X/QJa32jdy04eEHmJ7ndjc49OStYXWu/rFR3ibuFUrSHjIfmcaeHAH7+68O2p/+/V9rv/93vtu+dTYhQEX34P+O4HF/5KAR3RcUPmOBHN0sbqG1M+lqu4MI7aO2dB9fyR4bk8EZdTKAd9vDru6P2Q6RS4LjP/uTXyMIULkdOQdbECvyaex1FzrxBdKVe/oImII2whhSgMIAkWIw2YhDo2XgEINEb+8wkiGKUxTAUiw8NyLB9xMdb9kYydOGshuiSiW7BGPCE+pEHtgY+GU68BwNeP5i1k7nGB+sikostmUYbYN6ENq+ZTRTNCeVCiikRRzPSKnHVXaOwMbjcYS9C9VOIzgAcef9neyFl3KqvtBRQg9SxtEjERpG4N31rl0S7XvPWP6fHo3ax89m7dXzOQ5DKkNHHKP1bae3ZaoI14hTQQu2w0wJDiAboxUFGbxlSUaJ0FG8nBnwWIQKZtUTSikI8DmX7ma6JqE28iwuDwZc3EvX2svrASZtjrzXxKEBQG4LcKwUadIt4P2pNY5hZ/BHnX0E0SDFWwriYdiwRW480sE52nEkIf7W0akYQCiLW52tjoljnVAFlZaDT+DtlLN8MXBdImMUJSBgv2XURd4K+FtG9968cq2KM0ve3pK2e8hpFFecgb1YryOjiw06sFFmMbbAWvHP+6+YReo7K+AtAe/L3nNNmSEQOJq0Q4ace95LRrc294ft3SU4geCDuoUiSqF9rtvuIXJwdHTUxkdj+gkdaVcayFenAcdxskWr8EoGqS8yE9wz9QtNPXWa3uDgUYYtwrFyUuaC+tJPeIOMyw83jy07xtlrWHebDU6rRrfKoA4v+QkCGXGgkEfgNicQMG0Y6SaoplHXMBxgI+Sxjtz7/sZMOtYJ1u+Ivs0I9JxNcD3GnH4csT/i2on0MF9nx/nMKVGcsk5eh+39Uafj57QxEw4m6Qg6mn9MsOS1Gd5/xv6ESp6fTEbteHKAU6cM+yPzqPfMdSM4+WPKnaObz44Psj+fH7QXFHhGRHA+w/mfHOH8j9rzk2k7AYk5Ttj7rgfQFTWAdnc4dp02x9Bmu6xZAmdIMhojcFwtFux3bXW75RoB5uWqffnlN+2nP/uyXb6/zi0VR5EGX8ub27aHDBgsGuC+uVohQwsGFvYVe0i/lQRNjmsIVEf/3cVTxGR6mbqlq4Wl3Bc/5Yhj8rXZyk50m+MCM+g3qXS1YLpXPjMDEFDKi3gE1GMdy+UI/icQyGaT3aa4IY/KSvItbKr6HU7PD2yOlXNhmJFZquHiY3lPoRcKrVqkXk+pN6SAoIy62SlTRUt2TRnZ2x4/s/qWRgAQ2DmudsRBn1K0spb9E7fqu329x3ZnEEe+sZEBrMHvK6Ldf/AbnxIA/Er7/rfO2skh8oKT32CDlKFwU11yAETHFsvbdot87Lx9TDsT5ObZ+Xl7+fxFOz45afP5vB2fnrXTZ2dtNj9ux8fmnbX58Xk7Jf9odtJOT07b3v/pf/ePI0GHKHzujxmtIgQ2tIdh1xlcLVftK4R5sdww+sHQkj+ezcEcjdx32o2Oo933RClrF9BhIPcZ/UkAjbdT39hODKUjIowTAuzIf0Ek/OU770tctxvKbCDKB8JxKKEyppS6FcmfoXBnGIDf+NZR+50ffdq+/9nz9oLR0z4NGFXJBI3f1r1RFKZeg2g/BO8orQ6EV0ZP5oizMwJG8pMpERjG2OSiMQVnDSN0NrAT+uhsEB4dJc5jRES1Y5R9h+QYgd2Bi5G5AdMNcN/drtq/+tm79j/95G27ereNEfuVj8bt93/r0/Z3fvgRowppX4u1FKR7RoFG/bbrqKv6hDOgnuFC8O19Cs0klX1xDFXBmnTTwSb614BQzMVI7lVYp10VU6vfyxCAlrOwbMElhz6VMItDrtPlg7QjTgNMBPPwftKgFE6TYAeBvWGPDwOC09Ljtrxet/eMbF6/vmzvLtZ0gL5hqHX4lgpd0xKslqz9hM1jR+TiThWcDo4X/LyXi49I/yIjygvHd+zvuXDrgj8cv/AQiSRhWMaA1733rJMHDo4GxjQ2QYGP7NPeHfCHe9DQx8BL3T7GITh951Tw0RhHMjWGN6p2URYBCc7x+HDcXsLX87NtOz1TQeeM8Cbtf/yfLtrXX9+0a4IigwmnvbXjxETt9HzcPv34ZZvMZ21JlP/27fvMLHiv+dQFgyfHad/5cNvKvVHrkhmd0dBIMPrqLS6JJ6/lkaeRdXKlRTeitWAJXnNet7VqUaj0mUDHHYK4uLlJuX1kXB0cH1aw6gjF2YD5fNxm6MsJBmWFnlxdXRMMYcDgMdakrQjyN9s9+LGfNSAuWn3I7Qr2tEMvAFa4ODpR/jT2mV0M3+0L7ctX5MU2lXXX8MTKDAbXe+6wknrI1jDT8bAPkck3z2veRlJn7b5t6syQGEZQOiLl3FlArlPMCjSZmRgXEEvXCbInjAlKPBqJx10bT50dAg9wMhgQ/9nsKKOw5igNRUG0cO4uhvXWEgEBmN8/TLCNOPb3N+3HP/my/fiLi+D4e3//d9r0ZBYd/IbgYLNaJMBab/bav8aG/NXPsJd065Tg5YTAZB8BNaB13VYCYfDc7qAtuDujaB8fvBUH8Ht4oqzLX/U5swjaNWkGHaPj0nGQiZ4sZ15PGelDXzU30gd9HATGHlFPervFjgBzhHPJOoUBZrcxHaROUzZmtC//BxzqWnYpK341y0iyDdv1Als5a5LHXoP+nivDCUgsl8u9b/oE9APmSBXnLW0fDbGDqZuF4/YxOFEuDVSyhPWEZ1+9KO5ZYApc/g/y6z/OEaEtA4R7aIGYx9/uI88T9lO23/72cfsnf/Kj9qf/4Aft259M2mh501ZXl9gJgkkGPiOCVqf+XcDsOpMvv3rdrq4v2h7B8uxo1s6enbfnz5+382fPI7NoPeXRE28V61PsietE4iuRevtKsJiZgHQYDLNQSAJCaFOmGREQXcqCMo78tmxedTGeDHChHdpO/8MhCI5hsOeEiBECjTwwdfprgwPghHmMtjTAN8s1wus9MusAGLxUmB7txdFCPE7jtCbgeQBGRugfvTxrz06njUM5wiYTUAi0wPvQiVYNtaxMiiAAjtYpSh4K02cOvP8n7o66nAVQ6HW8cfxc78pRsxw2JYtlJHtgdKOb0aQWBDwyLU29Fe1cXK3bxfVwj4+SxwxvPn113F4+m7VZZgJM4t/p7zH/aceUHPL7LEmu8XN6x/5Iq5Qlv4ITFToY0hesBWkXZYB+jLw0kk5l1/0hDZqRPkoajStYbnVrxTYlU4l91lPAP51v6KIzukOZKKfAOvXuqMRFKEq+C5Qcxa/g9TWR7fK2lEP1siNC9T6Z97OzytVOULXu+9dmRG7nsgYDo6tj9B78eHoY41p1wW40bvc6L5TEmQCfZ5Fkso3uIhfsaVaZ9m9fR0I/HjTiyET6Hx7Ie9ctDGsBCGicuVoDbItCL1Hm5cZA1pkPF0O2dsU/jxOXjyb0Tt6vcttguSKQ3E0w+NusK1giB+Jgb6U4bExMPT+eh186ilsCb+lr3ybOEGR2is6QJy8dFWjMA8O9PNd+wQN1T9nImoskecYWeisXGk8dYMmcKfoG7Lo9JgvgE8cJOOQ913TMCSZkIIVsew4/sh6DkQe5BAf0C76rbwan4jxlCD+bzNrp7LCdMZJ+RtkzHNjpfMLo/JDROKNu9qezg8Dynvsco3fGaPvMOpR9Np+2Y4a/p1z76Dn1jxihe1uQ/LPpQTtFp9yfA/OcQE248+k+5blGndMZdZEXR/AnlDvmmsfPcLDPaEM4z6h7RlCTGQMc/gkwj51xoOwcOZw58ke9D7yv8eCjLwTn9HlLgORAYLuEXk7/s/kUydbBA4OoO4THGYINA4L1AhuZe08H7Qa78M3Xb9q7txfRi1cvT9rf+3u/0z55xWhuOm03F+/Jv6H9KQHWrn3zftneXTr9azA2znqYTGnDwiy+1MnDxzgsZFuZUP5NSEfye5Lf4St7DoqvHPdN/nnLrsuH6fFYvYf3qDaAlAJ2ge11JWdI8F5Ta4AGUDJ6+7ZdR7WvNk3KYDltcejlbahSBibKnvI11FGuA1+8OU7/6c9jI0OKvXrS8EPaQRvMUh/YP+ik0576ybXQxWPpqa7RTtqQAqlm0aTYIPELKhzz05ZE/4DjAFKzrG3Wch+Ap6L0kjHn7/3ws/YPfutX2nc+PePasq2ur9tWA0Q99cng+xDboFld3Ny2m5vrtmbAdYieP8Pxv3z+MotzD8Y+MXfQDn3CjaDBpwZG6OjeZJrB+9HpvE3OTtv0+LSNT07a6H/5D3/wuX0aO0cnAUDSiM4OJpKCaGhyW7Jb+4ggzsNbAd6nte/e6zG+faDzKoRThIagCSjouE60CO91p149Z6Mt75MuV84u3GEgddoql1O0IgJMEQOpOCMqeDbh2Pv/p7P99hFO9PQYA4TxtApmj416wNER5lGwRIOaPZgAwy0jw3XccaqdoeBkAKDzj3BBeI/7TICjO/uR8go9TEl8wzk7G08daSJsztJmVvgiA5c326wA1hn6VMERSLx6Nm3Pz6ZZ+RkF5VeOGxrotdjLfNuVrq5QvYfGJVjiojKUYCfRj0ABp74ox/omR4PCtm8wp2DFYwjiSbvAkvfCTBuDEhY+lAC2ty0sL0yTjsb726JhkLih7I5qd84kyRPqGPz42FuVZZRJhKoRmyCYRxjhGDQM7gGCboDoWgHXGbiocooDNHDROWr0EDb6iIEalEN8xc/ZAeXGVcHec18jA1uDQFTqAXmtkZEyIh1cewAlERxlxcWkXKgtNJGuBC/C4tyx25Jcby/ASnhqgGc0vd8WyO8t1nDBRadprzH+PvFCjJDbA5c3m3Zx+dBuFwft/fUt9MFRjO4ZVdbah8idIwNofXJ2TGAzpd4uQYD8yMwUTtBHz5wBqltujjiUD3pD/8U7o3ralMXyo/io3nRjGMkpPYAn7tUIU5ch9wbxjjQ0rAYBzuR5O8A4zPv2TkE7Qlb+DtHXk7NJAoDD8VFb4vCul9usal9hoNR7gxHXgEwpO8Nxz+mPjlS5d0r+VIfM+YmOFn7PppSDb96fP4ZHxwTJp1wzAJgdPrQzDJu3Bc6o73T/EVb0GNjzYep/dvAwwB3Rlk/i4Mxx3nPOvX/vbYbjCSNpg4QZ8HH2U+pMbAvAwj6EP2N0dAxs4gT2TtsiN5DRJz/mZE5oz0GJcph7yh4jawfIhbepFBwNNFc1jTh+b2VJS45XyBTb1eVtu3h31a6vGQhx/vHLefv+r367nREI3d9v2vvXX7U76kzhp/L05tKFregyQWZmb6GbzsXZ/9w+Y4vd1VPwF7abNJDIr08tKfuqde7fw+/S/bJfyoUy4HE/12bsDDqHpFx5uyczacoTZWiSI2RNIQGpBJuDTHEJ2tAG8pK6A1Jx1KKpLA5727a9sjdVTjkTRZ9scDbOUb4dE79cZxNm4CSDY+TUW4PCKidc8PveTd1xIKo9yCyI7QmXMqJoV3Sm6oB2xSStelvSkIO0YcuBz7X4KgFQx7IOtmKrIUf6x7F21QWdzgQ+Z4z2o1990f7oD367/d3f+k57dY5wPizxjcvMOI9x6hO2+XyWoMxg8vqqbhMssTX64xfnzwmoCQAOCAAYCO1PcPwnM/iBd0a+R9jYkYMI9LD7wigxA63RP/uj7xEElNOz06E7iFtm/x5DTQQhMX0sxYUImXKUwJKOY1fde+9QJYikQ3DBOAKQc9IiMDG+dX+llEGYdnCJAV3QKZ1jRv82bHENrIpEAkr2knqsEYeQrgn4+OOTdn4yQemN3Gy/Ssd4x1gioI5aVUIvRxE4Tz8fMGAaX/qIgk08lgZDEGAA4Kan32w3dGsQJP9FeHR4jpg8tp1BYWwDtHVSNmotA4ELHMG7qw3Rm/dXy8B99GxM9DaLcTrwdor1IrgFS76Ii0ncvZ+ax57AIo/dDEmh81z6KXS5ZwuiXaEeH28Epnm5X0sb9RRFKaZKl75Bh3QBPOBYFN1rykdmGOQ/BZ01SUDDSXTxroJCaeLjSxtHPmw6Xe//24YOQiMo/Zz23Udu7GPh5UyMoygcNzA8dj2At2EMxPretIUfK2D5XLS8yaJD24Pfjpa2D3hpkHLa2Xc5uPAnowcRZ5fZBeWCPJpFbJEVA1jo4rnJvjqLlOlq5HYf5/SArKzh98ZZD2juWoX1mjZ9BEHAtOlsg/2vha/DgtoVAchuQvS+w0G6/sU1HCVL99R17sDj6fygzXCmzrTYXxeIhfbgO0Wpnf3QkCqW1jeadafA5UkMswigdLjyWeOnbFi4ZEr5UlZSI/ea4/DD3zJiyp+BpgGFsFVrgwDXCTlQcDbdqfgsEOSajvD4BCMFfve0cXlx3S6ubtoF+1tk3V6qR3vaBgQrMza07ToWxw378Hlv764dcj6+32a6XQkf7btKH7ygDURi2+Je6c+d6w1WDfMGDjhZ8NqHngfA2ENuDpR/YLnK3+ujvR2O2dsYBHrk7wELF4Ojpi6Of2Tf9lx4taY8sgHPXdi4Dyy11ycLtHEH0BFtSFuuyM/MJ21ibWSJh+AlwcCfsg/IgPzXVrILDb3leEAAOz04Qq9Gbbl4aDfY1Wu221t5RWDyYtZOjqfwYNuu3r1t716/aWOc9pTASQ392WvouwC3A4IAZ2G59qDtERNwc82MdtlHc5UIjzE/JI9L7ylKeZGOOnPd/qjHZXeqLPn03dTtQ2wHxwkAcoG/wX5kxsG9cmZlNslhnnyHhKnTYZjSFCnyMbSboDVyWGVMcbLkWUI7mAB4yBNeL58y4Fm2F/zlBXWkf6bkSb2PbuK1h6/w1qF08Dn92FvoanEHi3SPwMo2gcF1Yak/NiCGomnbaqKL0SWZopESXqOCxX2fhTPDCTBoT/t3KJ7I2bdezNs/+N3faH/4937Ufv0Hn7TzcwZHh3dtdnLejqZnOP+TrAdyEOQgyr67vbu6IEh8E56enjxnMHWMOIwz/X94eIRyIkfozU6eSD2QUwYzs8c+4gOSo//2H/3652Kb6UMIBGkpPDx2hAJpqDXGqrMEgA50SjWWcJyE+TACD6XBF3hWLrspcMCTwJLJe/NhqMSwKu0tMALXjHiW3s8iL1PNsg6Ytp3ggnK+/MN1Bs4weK/2dHLXPnl12j59ed5eQiQjJEms0AMGR+LsggxQQOgwdcMC+0obNYJSmEYEOkcQ2agaGKEVzl3iUGaJcbDMns6RzUhbmHs4BesZRGguXGXpvfI9YACocIDxi7W43LeLPOOLAWOIPAJ/Xeb5yYgIbtaesc3GRH807hS0itCjVAnurQYFUNrpkBBLynDs/U6FUgNLMogxEt9qxIGlAIanCo3XqKrSWEfH1xcAOcuQ/jp1RLu+MMg+Z6oM02OVOExwUJiEJV9VpEyZIys+J/0g/aCRSuKKfMQm60BilJw0oL4LWa6vnSZlNIN9v10uEhz4qJxBg4GFjvXDOwPK2SpBLij0+gNDIuLICLHUkCRcSl9gc9tn1Dc+nrV9ot/7BGmafeVPetRz1fLPuvIvsMEN4uVYgVWKvH+2sfO2S/93OJCds1n0y0ceNQygk5GdVs6IG2xyK0rDAVVDM+XBleBXFHZUUW2VcUkwIZ3IOvLJAGTImTAX1LoeAPSbL52ZOIr1GXyHssJVP+CPtPHRMe8/4xbpHzzTtiADcQDgrzznFhX1DC7EWx4qI1kPQpK/oEZ5nZd4Ux/83MhRcKweuYhBV+bAzXuPM+mJQjv6vLq4Qs4XBLu1JsTAQbxz/x4b4RMXBnHeOzfwoCUJEfh0h0Pw3a0z+nUtgI7NF0lJZANsb0PoUPezyp6AWhlmc6Gd7ylRN+r9HeTLhw2jKYbYLsgL7Yd1DD6vf+dahXvoIROVee0ZvL6DRrmNAo17itMXN/D1/mpmGcF5ZxAKDXfIbBwl9R5vgXK+5rqzKNrAjDaRH2dA73KLbIT8E+wtbmmBQGjacnvwzNnBw712en7UPnrxrL16/lyGtS/eXLVvLhbt6pb20H+n332qRhMZmWMTZdcmOAOxpQ1x1dA/BgjaMm2LlFfXqePgQd0yjzPySuaVrwoEsHh0yZkD+6DdzwwjNOij8pTnunaKs+CrPdIm+h6UIp8yWXZKOPEFkVFtjG0ou8gEdM41YPdgwNlNm1LG1IksjlM+OdZ32W5mLS0EvuqdgThNsakzlANm5BqYfbOAGI8ECrDoFXvBAyK00VePyFOFHDi61S1Rg+vqh/a64yvGouFx+cCib27XcVHrIk0QntDtN779rP1n/+j32+//9g/aZy+dzidAHaPz89N2xOh9OjvKLU/fWTIZZgKWbDeLJQOFW+zZhEGCTxV52xcuQhf9seG2a4u0I7eX1211cZvHZFX07S0DqetF21yT92d/9OufHyBQolpvXYIhhrXgeMe5kYMh+2apYUPoJS7XfBnIPcSVwBlNAsFOuqI1TIRiOpkQPQRRmHR+GAGU3EfJvKWwovwKA+mb5uJcYYp5GrJ9Inlqo2ww5x74/A7JmZB/TH8/fjVvv/rZZ+2jMyKl8ZSRGg4InBc7H+ciArJ2JGYcfGCDNA9+mp+0gbJ5bzmGVxWQkU6X4SS2CgPEtc8udPLWgm/iGhllEXHhNQHA6BBhwy4RKO23a4zBxdWyvWck9OZ2237+btl++vWbdgHBFyi8I1c0KyOOZ6f77eUL3yo3AwenepVJR9xygw3hyghPyYlAsuOf7JVHZZflGV3E2KrgrnRVuaW9SqkSQ0HqDorC3mft610GzuiQACA/0E7q0U6MKAYBhdCRiJNwnKUxT8XAClsTmBpqFUcyY+DA15X7LvLcOuOjsUpQ19pitWmXtzftZgl82vEepvkJQKmrU1BZfFeARtB3AHjrILcECNJ0hkfgPp8dtpMTF+Q9tNkMhz+hLzhgHfoU5998XBG5FJdaJU+f7B+wVe6NC1g3Pq/t/Xmn7umnTlBDBK46zAQcGlRpmbesIYt4ag1WRvmIlXqhYRjsBzSQfgR60oWfNHU9gU8kLAkJtAdZpwDc+AlkRyMuDwyWDCbvDqbQg/YAqAOJcQRnFdzbFzVSN2jjmv3BKIzHcxpHHxFocbEfCnc38jqjREr8xaHD54xQI+vypuQ9q8vlFZ1y8a8zVjudhP2FVvJYG+FIT9lSp1yR7AyGQfRob0sw7+Lgh7a6emjLa4MTbAtxsY9J+oZFZwOdVYicK5u0GV0EpgFL1hixOXNg/7qBNRnoa13N9xGnMsLgASzpM/a2kW8zpX/21bUpWeMzm7UDRlIUrpESZYM/xwb+DjZUOdc5GcRa7gD75iOpuWUi42DCHvJlvegP18TNoDI4WMeyALJNEIGu0t36OlNoCP20IWuCEu3cBru3uL1GT27b8XyvffuT4/a977xoP/rBd9p3P33RfuXTl3lW/NnpObZo3L54fdN+8tVte3fjY6YEDRPatO82x16eG1Dp9H06YA8b6Cg/tI6QcpkiPmYqnftAITNe1ofOynFmYyP3ygOJawkSIhrIRXggn4SjUECToZyzi1AjsyEIkWzgcjn32CPqSUfhuJ4geCgBNK/doxngswcHxdindrRp0v/BPokz9MXigI8ybDnrsyfP0X/KiqM4pAfaMWVpgC8c2nITB1fmSwtnpKwLKtBQGYypDoh6kRz5wO/OXt0suJUXXaXDCcQlJBUTPNo/+mI5twxK6TfYNsx/+71f/6T9/o++277/sW8opR46pPG5Wy8pbwDsgGnZ9lxUS50ttstZwnc48Ets6ghYx8cuzJ23fRBe3Fy3984ivXvTvvniy3b55nW7eXfZbt9etg2y80AQ6QzYPu3sESCM/vmf/PBzZcdOSCxH/XaspvDIt7MYiRUM3RC5ZOETxO3KE6tKHXiVThnpa2qoBAE9xxkLw9EsxDCKzyJAhMIpK6dXfcOci6WcwpdaURaFwlOOM7pnk6AT8HQazGdkXxIxf/ritD2f1XSSxlEC+Uyuhsu6WekLZq6OdWokDIg1k3nAlIEaAeCLFuQBDn1io6uZXt45IsRyB18iIKd7fdb88naBs79p79i+fP22vXlLpP7mffvq6/fty2/et9ecf/nuPcy4zJsRr29hLgZeoXKq8vx01F6c1WOOU5yBjkPBr6mrdDx0cq8rzzlJVnUB1CBWLvnykTONaeVxTcETaISRHOoqpDpeOS6Mmg73OpvKD+GTnzzbs6QgyANW3iMBoCgZ1+oNXnDfelzT6Tnr7/S8tDx06p9N2VjlPveOEaJT3E4j03enul3FyuZqVqeWxxhop8BcG+BrMjVk6QI4OJU/wlmapIN4wO5youStlVPa8M1sS5yYfI3xkTqWBT+VW/7a5dAhfaccjcQZ5QL05Vocv4ERWQYGthERomZGxpajn5iU8MCZhhGGLjwSAGV9oqGceziZNmNQpZuVlEeNG3UyGnakm9HrXfy3MwBOpRcrHNnTOnXz6msci6M3JBzygLs6bLOBJR9lq46q9AhMirfZypEK2BkdF5aF1jZD/ciTIwd1imPbj95QL0EZ/Bof6YyoT7mlC9+8RbJyvQ/19+tNiPP5JHz1pUIxmrQt3TKywrnLU4NxnYWvttVxqLuhr7aFOhlwUMfAzKAwI0plmXM3Z+50wMqiRtuFlFPolvUk1PUZ6pSlE3W7z/rkyy+OXXjlZlvC7kbblPZBxEDVxV8HPs4h26BH9AE36O2NlEHWc3sFWeOMX8GxnCM51784StthwDX0Ljz87qev2g9x/t/7zmds38kbUY99QxzBiCvKv3l73X6GXfnxV+/au4X6ikwJU50Bd2kizxU3A98EsPRT+6CzVBCV8dAXHCMH4KtsR5bkB+VybH+xy9bPphR4nb1llCvYQAJ25AH42gIx4Nz6tqYsm8TsqT1R7iyT/ZCVxXzU0jZnZtljHSXnyn8gci6ImB37Ydteo3mPs9kmB7alXYCNnJa8uzcvx2Fr4WfAQCmP2HEdGEFrgCmM9Jt6yk+3vW6mflz9rPPAIkmaIDjIgEDV26yNAvbL+WH7u9/7dvuNTz5qnxxPsxbmfuWLpwimr961e0b6eyuc9YLAER3c038ykHp/fdGu2W5x+Lbr0wFzNm3b9fUVQcIN++u2XGBvqbPB7jqQd0bdRaYzF1cjhU4mj/7sH/3G5yp9dQQzgnQVQSUKCYOkofJ59w0C4yjdZ7KN1oxlkCUEpkad9CwOJZkQO1Nj7mGqAUGchLSR9sAHt4w+1lzzKQHh2q5FbF0BS8pe6mIM+TeGUAwW2/l83D56ftaen/jYhJGg08g4+kgJf+Adhkl4JOl+D+OJD9bYasjLcIK3ColHWDBsWzBQv9mAzwInnxX96/aOkf27qxVO/bb99Is37QuU8Yuv3ref//yb9jPPX1+0n/70gv0VZW7aN+8W7e1FTf/fOM0N7OXakbF9QRjAzejthEjm2dlROz/BESIRrmiPQSZ5X1Y6+M8exInZryQJAr/4RdGgt4Yv02GkvMpTWnMpzh4HpcNxZCIvymjVNVkR3g/0GkD/gqBrMJWRnQ4VXkU2Uq7wwTSwOeqmTsoZAOBscShG2JrBOGoY7uNiedwlBvUQfJQP4ZScGCCmbWQhzld+kmddR7TKiNO5ec4aOHl2f0td6jvCVj69FeHiNOVKeM5KOLLubVV7dIDupsvQzbgvMyhckcyWoHr2MXSU1/Ca3EmvjHJDc4zDYCjsl7TONKC8Rtakn8GRsytbHKRyr/wZJC2w1pkZQJ+c6nQxnUZ/u/YtcwbOwmbEbRCAsxJfp3bL+XEiXtDE19NW3zSe3QjWsal2lW/37ZuiIxkao/48TQMcO19BaF1yalE85L2zYb4VzwDAawZyebMjJ84IrRhZXF5dZ93LdkP7yD1db9OZRmqC4THok+fIEG0YGLmoLqNZ+uZIWuT67TpH3BUI2M8y3DpX3yQ5HtVjeXHqlC+rQV066uyRs5KT4TaFAxDl1lR0q4DIzfPcErJD1DUgka79Vpk4lV5QljIGKr4wK0qcSsDzx/Wc0a4ykDUv5CQg4Vx4TinnNb/OQCDbWOc2o4+vnp+2H3z30/br3/tO+/bHL/KEgmsa1ovrdvHuXb4p8POv3rav3t9kTcClQYCtUzejbDeQld+xs/Aor3UHJ28X5aVBlFdmFVT7Jb49KSNu9rt6xTEH9ruXU26EZ/+UyQFIdCY8o2zy05A+xDJD3RR2s2ztTObXAI9Klk1E4MXug8SnrmvDsxcsjLDUo2wPmxcDIfnKv3iBJjgGf6+ljPLkcTVbyRYEwd58ZY0Mqykjpn69w+rp6Wnh/WHzWtEWm0B/xCk40BdffuXj7j98ed6+jwyc3m3a0WrRbr/6pq3fX7blV1+23ddv2t71TYKAfYL0Hfbh9oYg4PK6vbtkdO/9Zlg99pFU5NiZ5hWbAX0eLzbozGJqZfEggcLpbNaOnNVW17Ebo/+GIMCIMqM/CQFikC8ClRGB16CI71p3BsDH/DLCk5Bcl0DSKE4IItSbsWAWm8aiRhlSyauVJI6t+S73Mtx37ZbO+U552et1iycISDX/wTqIdwAs/H1e9Xl+Mm4fvzhrr14ex4jIXEcjjn4UUFzqMCVMbepoUp2Cth1H9ovVlnaNnDYQ9Ka9xXm/Zv8NI/uvHMWjeD//+i2O/2378c/fti+/vkhE/g2O/qs31+3t5aq9v3LV/w5m4OgNajYuHHNqmT1o2HbeG8A+iiIzwN0XqLgy+cwgAKV31bQ0jfNQuaB1rJ6485OJCs4jOcwFqEIc58/WA4jwT2gQcs9pe/YaogiwiEgegFTQUApCS4GlExHPGATrD9sOunan4jUTNT/812FHhkaRjywOxJnZDe2di/o0UAsi0wVOwqDLjwqtceROe8s3N+/5G2z6ciHbtI73c8sRGYCo3NAUwkLumpYHHafFndHJ0gNwNLhUtizjXjx1kpnWBKe4BPahn8oJXEfknjsyoFg2qg0GwRE7GRzLlrQpLbhe9/g5xkHYhrcBKo9zAIhXDBF4PL5IiXqO1nxb4WaooyN2qtJ7xllFTl6ed3e0iqf1xTtOp2d6HxrJC9vRectry5NbTgcYrqcoXsp75VBCQAeDEI9p25deuWbANQ6eWz7X+APz0Dw8Cp90MAEU2fEbAs5ETMHr/kFertvKVyGvSoZ80mcyfcDxM3J3xKpBok7uQxvI2BZ717xkKl1acuyBNCYreSaDBgMCaWCKHIskHcv9eflEjnVAG7y9/SJNkMnINNnyCICBa3ts1qMQ+Jdu5ZEzYO/A0fNs5LlpxzLbQD3b6td6AODmfxfvOlOQ9UvgnLe4cdHZGI8FFRuAvBwxmjn35UM6AUaChwQtm9VNu73C1nz98/bFF19hZ7BN19qmVfvrrwiyoK9T8xAjty8MAqRDgh2EK3rIaEcZe1whT3FlvGyE2FfqfeuOzbL2wb6YX4sG6a/yDJ1FPmUpkPv31uc88of8yKduewwYTLEztK0v8dgtvsZjrlue4nahkifikD3XuZDRegqwt35Qqeum2LZHAD2VXFin46wKk8t50cUzaWMKVoKvouFRz89TD1WC34DKkKwT8IBTvtKrkNHy1pIWDARSX1mrI99Ec04k8L2To/bd2aSdEEQfeLv0zZu2eP+uLV//vO1dvMtrrkfI48iAHB27ZIT/7vK2fWMZ9HOM3Exx7BkkIA/SVb55i/loPiPwZMyf9QTT3DIwGPdV2/fO/K1XFQSke+JNL6I4IOnWhcP76jG4IBPjjpHIaAch1Fm5yCcMlpwKIIhlBSf5EsUUWJYDngFHngZQUIlOfCubtwPqOVeJRqKtxyDADaSjgDThyCOBAP9ePD9vL1+dYugZReF1b1ab4UU195myv8Ez+7pYX9l6eX2bKfs3bxft3Tsc+bur9vU314zsL9rPvnyX7Scc//yby/bV1wQBRN1vL5ft6nLd3l9vMzvgLMFi6VSnsxjQBNRyC4e9wpSZBfrk/XmDESgQ4ah7QygLzks1NB6fYyANZJwJOJkfQXunkDXulIBWdjy1Oi808Waj9E5Za6AjyOQ5as6MDlXjyC3HhYyiABI8zOGf+iw9oxgestcwAywFMnqRv2mskgbec/MrOOSal+Gzrt97aPLLzTckutBTp8EVsYij8nZAXpN666wPZUEkT5sIK4MxR2I6TLpIH/1lNEieI0hvGfiBnTStLJDnNwUOxpM4GBcm5l463fJeoQbQIEHjpOxmpgIm6eP0o8Ff8tCvLOQDH4qSDc7sU5ci5sXZcmwdyVb2bTAI5OWMMuqGTrwCDuhGRy0/OfKrm0TkSInlbVOH7QuWfLGVAbF+LY892p6RghRAjgwMnYLehw5OX0un/uy+dLVd9VF61siK6znW6HMu7p4roLSbNR/IoS2IjLyXJo4UKmBQbq3nzAxBAAGcr0QungFCPB3h49BctT6GR5FOZ22A54u2ppMZhmmcVyEf+XIl+QcuZfidOZTX9EnnEDzZpCPtO1OQ++4KgjQGcY3nBF67YCqL3HDyUIkNGNTtZSyvDvn0Sslvevkot6Y+wHlclc4WmdP+cWytpBx7rXQiZxxbJrci5At1ajZI+tnGQRtj1/xoVt5jQRvy1L23AtwyuwCuB9ODdvzsuD1/+bydsndmabFettvNApu1TFCcN45uWrtc3mGvFu3HX962awIxY7EH8QeWtPSWgwFPFoJCT4M7KVK9p3PQOavmpT/4h8fsn6YPeZQVjswm2W9BDCdFF2FwTJVHmvkUjgu+LZQ8r9Ge5XLiznr8+t6/GMTAKrmLb3ksW8lraYyUN/wNuPWU68PeQ+0t1QPDrRp4cux/aBcchjJpjb22OderWK5p1zwXQ68OpT8krsFyykjrXsZ//ve88nTO6qEtH3Pp1WS/fZdB4EvP1wyULt+1xdX7dnN1RTDwdbtjcDxDTvSly9Vt+9kXX7TXb98jIwykaOr47LTNn520k2fn7Xg+b0ezeQZEtnV2ftpOzs7QwXkWF+57G+C4Fhmqcxin5gu/9v67/+0/efB5RQ2N92DE0Cg6Haegr7t8aIdthVD5ERbfW33NCDorwcfTCJyv6lT4H+6JZCDCHo5yvVy0LQ5ZYuUeNUzRmOisVGDvGd7R5i1wv7lYZvT9/hbBR+DVVTthJ5MUEgyQ6HkneE7+Ofb05eyg/fDXv9V++IOPaoofS5YPdeChVxD0anEL/o5mMGZbF+X5qc2Klv0ynYbXhuIUONdo+3lHF4vIKFAND0VDBc+olDKJjBEo1xmo7AY01g27NRIxChprjQ39pH34ov13Rh7jQz84/9arUfv+r7xqv/rZi/bRM18Sc9h2OFuDAZVIAe3CnejRR5z46fg1zr7PvYyqGN5jkI+Cr67X2w22pdIblBlY9BGMxto1MIHNyMqV2Aqn9xcT1A3G0dG70/Ezoswdbfk5Zdt2yrSUUjpBc64dUN/RyQZ++inhC5+ZdzHpPUZvbwzvCfyImm4uFwReF9BeYoyhYQUUD1iPGFpo69S/4bj3JTM1nD5LBcpBd1eXZ6TLNV9QlPrk+8jpCnxvwcfFq8s7Rq86V+o5iyVPpU9QZ4PMA690hDWz4K1eX4GsczJP5Y9hYwNEKTqn1pND/nefCRflhn8+tmapgEYwfB/A2dkxF4FnuSBC4Ijc+Apj1wDkTZ0bn0l3UaTzKThJFCGOhGB3Ph+1mY/D6nQPkEMcoc83eM89I8zDCY2RCDREN7IqX9ALadVncSBTBNyADHKhU+qnNCLgUu7IU4+yCp/6ztIs4acrkR2kj6nvotyX83F7wQgmr+0Gtwl4bn1sFLwY/0MseItd8HG6hz3kTQJtcJj0xf5LxwR58LDrllPmeIDw0GDQ5PcuDHT8TbE3Bg72b4NtUfZidMkRV3Wgv8RK+UywSp+VWWVaubWcm+sFvF5OwwBEYshP0iAktmPymnDMDt8HmNEBUmhrm9KNst4KcBZUO+atnMx6QB/r2ebJ8Qnnh210Pm2vXr1s5xjyoyNpds8A4yaDnMywAuv66qb9+Mdv2//rX/51+3/8q5+0//ef37S32EjGHbEXh3lxlm8ngJ8uuAaHDKYeDjJjRM+4Qt8GAc30PammpItG0sP+2I/0i722Kv2ljnDEp3rrfzlXIZezDsLQXmnnDUZik+RxmqR9DJEv4ClNKZ0JJOTOsjn2J/spHwdlEoHhOLTmzx7lTXfsO3/79b6ZZ1Do7aJUU9/AzG6Fxwq+h8j+TrtDeW29H5DSzvqYqUF6nhaJWNA399TJjAgH1QeOh2QTBmPBOfnuSeSLk3SsN8lKFIJIGnwGzO/hzP7ks2ft7/gkCLo82d5kzfnar02id058vfrIp4KO2gL/+hWD0i026uPf+NX23R/9sM1enLdr/ML4CP8Bj4StvffNnL5/ZTadZZB+B50X6PwE/ZpKFCLL++ubtnO9wX/3L/7LB41vAMCFKCMI5j4mhV3tn1E2hFtwfHG7alco4FYzheGxcxOVne0eI2CDSGHb5gtYGmtEUDgg4StFdT67B50xyo2yLB8O25vrVfv68pJR94IRZ5FQA62Rj3Akh8Q135c9pY3zg4c40tOTw/bJy2MUD2EG/929iwN9iYLrDIi2aVfibzGw6Ed4FJkApOd0vZjnalF2Wa2KYMhklSLBB310MY/TbX61kN7G2CuSLgK68zlmnA32h5G+ax2sj38Fvxg7wLhoHZltR0Rjp0RjvuTo+Tnb83F75S2Bo1nu6egQYnDE1Z6DrO0HF4yJUtWNlw46xgfBNM9FdNb1Gey8ERBay1PLOnIRpywAlCdIderyq+ll2sEwwn31JHLQR/+O7AwI3DzvsqHCQPAsxHOthgHUBgfqa6YvFxg0739rFnD2dwQAfoDn8jV8fu+KaHnqCyx0WoygoWHaBV/fkiX9HTUZ0ev0a4q5jKNJCq9snjaddZKXD/DCV4Cu6J+U8raCawYS67lRJkrNTvYJySDDpPF0FkWauFiGHTQAM/bKrMVkwcipb2kkDPItb+Akj01+IrQeycJIW5c8v5Q3RiEPoKlPA7igzke4nKmgqzFqrvZf3SzbGFi+SCeL6HR49k2e4/j9INHce3+jTZtNjpAlRrM0IK8zEwKthFXy4q2VcnYmHbt0Vl+VJd9Yl6dg1BloE8OIjMRg4BTqNdoEABs/sbxrtwToxmZOTZ4jy69Oj9pLNvXxxNcGT3T6AqJP8N3gzsDE1/be5QFjDZ9y6FMMPilQOiI+zkBkLRFJeTCAV+5dyCttQQn+ENBExusdCK6z8dE+gxxhK4+WMxjE3+LYONcmIQM6f/VDuU3f5QPH5jmbJs6ZBciMQsEyMIlAAjv6yCYuj/KX9uwBNAeeswHOJk0wXN6DVwdrhFxlfPrFNT0T+Pa973+/ffrtz9o+I8Aj9H5MYOf9fQVUG4q1gTC0DX6N4Pnnf/11+7/+3/4/7f/yf/8f2v/vr27aDRBXCKuyOEEexkRmviMhz4RDkzUyL28Nqrb0w08uZxV/SIXeu2MTb51+DwBiY+iHTsT1C51eO+Qhek/fygnSHju/Cupy0TzKTZ72yJkkby8ra87aOqqXVnlt8d+Sij5SCID8CZsKaS+DR3FKdpWLFNNGZpoH2Ka+N6VueFy8qn7WINFrjvWHC22nAsE3faAzUGJEr0UhOh+wbNqeBDTACJ4FWoTAQ1zRLfa+dyDEgX6WEX3Dpcg4ftRbfnLA0OwZRb5/vN/+EUHA33t50j4+uCcIWMKrHXp33VbX6A5GTrs6QefWlJf3z3941n73T/64fee3frP5eEFYYlvyVjIhOy6M39d+clEa+vSPa3Qe0Oc9Avr1m/dt/fqi7Tge/bM//MHnGqUaEVUFCSrzfS7R3kt434ym3Xa601XyKov00HFFEanj4iAbyZfUqKNjNjlNFOQo4xRrbglYWSHDc/pa1dsNjsCV/cGiaKxhcp+IEQCCixGm/hSlsdz7q7vcm3/tCPPdqr252LS3V/ftYvHQrpetuSB/6agf/gobX9KW5JlvdKcRzqAUxuiAqxx9QTD07SZpA/8qOKCO9tK34q2B62OMeeYTnPJBEkY6fsjkpV8ae37cXpwdtE9ezRj1n7RPYdj3P/2I0f/H7Ve/9Un77OPT9vx0nHurMTp0KKMh6RMP7mEZGdt3KAZmtCkSKm0ZK8XaMiZnZLwnLhxpptFKffjpY03CtnxWPys0XE/0T13p43XbTBukp4bzl1OmpBUyBFphI/6BN3s4X+k6TI1TLU4KvHQOfizq5vIWXkM/FMKFgr74x1ep+jW11U2tPfCefr1LgHN5AUxlKLKQJ1NwBtBdrAxsUp5+OTLJugLxoF6fZk8HTey1DdrXKA7wdPaZhtewoqzOZjmdmu9RQHjQBwdVt4zFSGcHTOXakYnHVONcYwo9hr2XoGSalZ86shRnlOath3w4y5k2tj2csreKonL0U6eiEXRVvk8mKKOr1V1G5Wucss/E5x0IcjP8hgbwI9/JCA0og4x4TzoBgHwFD1fxK0zdmOv0vbcrvjot+S+e8lP6AJZznC6ybv/N80mWzFhgbHwnfL5Whj4qD9q/LAaFIIq0ut6/1e9sm0FdngQY+zEkaeJaEewFxlgZMWQQBwmVflHGa9oo7Yz9yK21oO8CSXDmTwNse/cEU876+H0FeeyIW1lWjt3rOEzuha9cGzSNCFaUE8uUPojDhxT9oQ3xKbwMliMRYpogombaDAik0xC0sh36CGui+od2/uy0fYINeHb+DHytWbLXDnyEcYyszRkpsI043wJ729oXX161f/PjL9q//qvX7YsL+E+7QI8dZJyB3AKbsDf/wSv9By8f/cuHhOSruIdmOqBKHrvt0LGu8xksUC4UIC+j+4FWBrwZONCeb+7LLSj5Ic24bp7P2wtHBvm8fayDhI1ccsZh7dXLCjw6La0HptWufOFY521+nYMY9TOQsR/kd7zdu5ENPK95LAT5IM/VAeAlT/2kTdtjS33olHjSVoQj2XJsXpqjztCWfUu9op8O36dLCpfKMzuXhsDCdSIORpUD9cO+zLAZvvXyMwayz458LbVPvYzwUbftq3c+2eSryL0VVDM/K/Dbm++1X/3hb7Xv/c7faYcvzhlhMPBzek4fTkC4N+ecQeY+295sRuDAIB6cfG/KHsGmeIvX5ua63V44I8sw7c/+6Nc+l/EmxCeCbCeKqOQhINp/X8OahYEo+pbOJCigI05JTWjERVNOn1AdwwLjQkAJII1oVdIB0AiFUJMzYIsM1F4DzxWN6xUbVsdqYiSDJLCOipqCKMZptIlyIGcMemCx0SRlB2HnVOVr9xgb2shCGSNWVxVT6YAhjLC83yxhsjIfQ5ZFPPx81ES4RrgKnbcUInzZuMCo0/u0TsUdsfna0fMTRvTn8/YxzPnso1ft41fP2qcfP2ufPD9rr17M2xmR/7Pj49yTGU+pa+SH0XfKR5wVVoVTOsmTBEriIH/Ar4wbfaM/vtBHYVZYncrXGUUg4YWOHx2wYAij0GaaNJcVP2iqY+CaRjfTwZz0rUfYXUEdZQoq04vkSy+Tx1oMHZC2uBrw+XwX9+mAK8ByUUxeXsJJvpt+va4RsA4aGLZvFyfwy72rxvOoECA1ot5Pdrq0FoY556B80Wdvn4gXsGoBqPgqi2weIzv5doRp2EmjrCanDxnpk+8WowH9VU8NkoYQYaUa/YXIRU+OlS8OraNs2O1ciox5Rbka9EdYBgxgK4AqrYMEhvhp2MA3jo4rM/rpJ3mn0LuvjPcxSaeU5VWML+BQQVSI/qMzGkdvnygaAIqD1SDFeIYOwKdM5Eo+Szn3CQzAE5yzgtzy9lswlPd2iLcZNL3yp17rDXwKHIHPFAM2pS1VbJygTKf0QXalgfTN+yzIl+5Z/wFVhKHBNVDJOXoZY4CM0zT9c22BvKGeFAOWn1KWHj4FYaArv3x3SMmoTqMCVfukfPo6ZhdGyZeeul0LLWRwaOnIbHAEqWuLkrJkX95ZRzheq9kC+kcxnaB9TVDD5lNU2p89AhCnkwyMfIeFj4wa9Mxm0zbXGFN5tV60rbctl8u2cpYFvdhwfvP+ul199batb5btloHNxcVN+8u//ln7l//mJ+0vf/K6vV1AT40A2yG4REZoW0IZAGYdEng6E5NZRfAv91lOT5nt/et6/PTYfehk/6mv7CUP2oRuEo2kjSQLu1k2X1nzusFQNcG/wO1tS0Pp5r5w6AFZlRn28FJ6qyOWyiwtqWZE2ZOvbBcvvVbwaCrHJtso0J7Lb/OKj9ZxcOlx57n1DdryThn7wrVU9ZQt7VLO8qFBmrE+ePB7xJH6fSE2J1YKzYsUQx51+kupXBh4hv3/VQaLn53M2kS8KeOjzde3+EJiwemn4/byO7N2+vFRm7+Y5pbg+YtTtmf4DipDr83VVex5gq4E4sCXjgZ3DKQMEjM4FF91BJm/Q+Ye1r4ZEz782Z9+/3PxdArQiyXoMp48BAoy0SenzewDhh1F9X0B3ttPZ/nzVaWwPgLjyJSqWXm4o5JBRAUZGJI1o55Mk1lagvnqn1IeDdFiC1wNFn3IakzK6Xgj1GSS45ONER6ZYz3foOfb8ziJ4OdxGWitc3F+PozWmIO3otb3taDKt3ThoOiHx9QOAfPtdNs6xFGPgYHVOiTayiNNGmfy/ErYHMd0jJE+Pxq389NZe342w+GfM7qfc47C593lI5wYwQbUJt4AJRiN8z88cKQCPhhhKAde0EM8aDd+g1yn36MQ0CGPZYK7syuZYoMeeTyIffoKjPCNI/tTazSKf74WOU6PPpaCUZ+9zlKYcRIS1NrylHMdvgJPAbKgs7LAtRr9yD0NudOAtGNNyskPzYMvmsmroREReZOX6NgHRv+u/vb2QSmqi/38PoALx5xSPsoMj6+GdtW5syo+TlXGQvpARwQ/39SnvoHnkj55i8YV9ksQWbP3PntmI8SJPLf0buieMuF6AxCrC+yUSQUvvbMehiv0Sx3bphy5+VktW/GMrIChyeJdDJ77qhfjI33FiRG/K+IzNQn/YhA0ltIDOriALG+dpLD0MXgTK1+C4jSo9x2cpXJRqjp5m9tezr55/x7Y8geaO6m5d3fQdii6Ya1oqUcJaOjXIXoTw8CV6Dw0170k0IjBKhooPyCEPpeT9eNArv/ws7z5hK46gl6o+9FTrknKKLGw/UnE0FbctDEqgt0GFn0yaIlxhVgGfLabusDTyeV+9GB8M7NlZGkj0h/4DlxiU4RFn7wnb7m8Q92++ePcNgxIQgO2tCkO6Hc5BXGynYEm6Y9tSqtyWNGJ9KtSuhq45FHW24baLqnn7IUvUXIWwkWNTv0rD3mKAuN8+e6yvXn7ul2/f9eury7am2++aV9++VV7+/Zd+/qrN+1nP/lp++brr9sXr9+2v/zZm/YXX18xMnSoBk6RC/sMDZzlkGUE1QZqOrm86E1ZYO8gqDvfyOKwmaqvXi9ZTl/oovirb9aLnZCf0En8JVTetQJNpWvsSVUKPaITyHeIh+zkiYHYuWozKfhYBFjKDG15y7ioayOWhu+C4NQ+yclyqmJX+RUY2wfbhg7ixC8vR0s56MQg09F3psVpRzlL/+UxxwlQ9B+2Lix4rc2NrU0Z9mJlv4d67jLQ4EdTleeePK/ZRmjKCWhwWZwKb5qiLvrOsbMBfrLa71Ts763bYdvEHo+dQf7dj9sf/6/+0/b3//Eftle/+qJ99K1X7exk3vbg89TBLICvv/55u377vj34nYHLm7a5ZHR/c9O212yrFfq/CjUT+Ht7Df/rk1yOzvYw0DsCz9E//5MffJ7FejpHEI1AgKnIj+Jc5b0MqNFVVgpv1rmfKXDAQfK65yYN4wyA52NdRvrtzntcgKHudrcKY7zJobAppK4gNwC4wVjdLlY4CPIpr0K71yBF/YCdkRfwveck42xTYpYAQ2Qw0lnJDYUXvuTeo1hGiCU8+WEop47AffmQRHcBlov8OI3iOvKwS06f+q304/lRO8bxuzBrPpm2k5mv+iUYoJzfIH91dtLOjgkI2PKCEtodPTBqwflDOUaqtDkyKNpyTQNPUBHlVdAVDhCSzjrqEEzGFY3tQvFEWiOUCrjyar/tF7Az5c4m/TPaZ59XwgIzQDJKpRWKC8jZAzsbwRQHhdm84EEbHIqGfJCeJQElA6Elx7kVId05L+MDzigh5MwaDB0e3Q1f0KwEhavNimuuNKdd8uIQqKes5S1da0dm4ib+XACWC52WGE6f+3cNgBOffoTHj1pdMmr0vQBrjn0qQJkyAFB2xLH+bF+bVcqrwcjjTR6z2W0Nfi2MpV3aVkYSJ8CnODfxoazyIXrKlvWFHVLamvshnz8K+Y/kCY36E45BHNiEf1DLXAy5hmav7bjuAkq/eQD5cttJe2rQU+oID7gWG8u5CyBVM79oaECQrxPu4CuEMtDduohXAzpMT+PB4a1jSU7kpf3mgobejhkU+oEuO+VPOpDVdqsdm6MK1zg0AuBRVv/r6HTCJaCAz0xNBQ9xUOwNOnJ7K4ShkE0N+9DJ88ig8in/oY5Om76rA9EPiS8c5CbvZ8AIWrHkT9DQcqCxQYUDl3BRGEFtaIz6dWaj2gfkT2bCvEf5Z7NLcRRCsW8ynTbquGyLNFJf4yiAN3YNh0yiTILY6TR2wxez+EIsH+HyvvMKYb26um1vcfw3i6u29bXpt/Vt+CuMuK8R9txvB1xeXLQvvnnX/uLL9+2v367aLfANbsWvXh1uvw3zQAiBVffsr/Iv+sTj4OOgCQzTn0px1KTq44fU+xz9oEzsQ47NlzPsJRcI6FhNFQCQL1FovGxa2Yk4Wexd5CFUkp7srUu1x9e5cy3Ds8iSpe2gbZFn07bjP6uBi0F03Z5RrivILf5QD3mn9cARbmBFnrmuPfOU84zkFWipZT/lP31QN+yZ3aoZEOSRDPuZnti+19mEJfrC9twvpmb20cChhKhokILaJ3RSugAQV5I1NYeU2d6v8TP77Ww+a9/66FX74e99r/3mf/p32xn7vc+O29GLaTsCynw0IxDfz+L3n3/z0/bFT/6y3by/au+/ftNukJfd7SJPFPhKbKmgoIzRU3UmwQc/v5UgxvVWx10b/df/6HufSzwNeUbxAwOjfBINJFUwj+24jzN5/1UD7cjb0Yr3mq0bwGwGAX5KUyGwpgnXhuGSzcC3PvAzhQe8O6eKsXgLkPedAY4gZYKMk3y5RcFpYNkv9rK9RqZ1S6CmZoEv0Yc2HV05VWd/UHVGWY7mhedzyyOI7teZdMR7Wdjk1KsjkbzY5Mgv2zmluJ+8Y5+3ZO89VmcHVOoJI1KfkRbW/BgmOUtAG64yVXIktYtmdC4KiB9EoVMRgLx/OqM+KIbhMx80wBVDF+NXZWsj0ZcYQw6jBB4rnRE4+w51qN9HMCaKJEXhLGYZ63Fc16qchq0ce5UN3/nJI1Pux5Hv3s3gqxsRy4ivKhDKIwdO+/s0gCNTeSmu3hJwNmOz9J3Xq7ZccYyz27iIFFlxMaCLotbmU25FcJgAEdhO8wOubjHQjq3lrY14vwWk065TjHZAiL6Ltei5GMtkj2JbRLlvoWT1OYyCBnHS/CwnfSJfwxa6FTl6rUpeGw69rKIVbUlph/Nhr03y7W21ipxjCmY0wbHGJo/juZ6BfrmoMUGUU3f0W5CRDRrxTH0SoKMWWecaDAaX1CN4IDDKuogtAbh6qQWjXQ2AvM67B6gTB0L9PjLSBiQooqPqnDNfBojq6Rq++bIgh6H4MvTDbwYw0lWW2bIuhg4r25E/GtDhFd46YqWqmJCpV34VeFXfQ2Nwz/oAjXPapT714txloLD4KX86voxuuE6hgkWZzi/L27bXY8toJ31kc2/DsVsGZMGzmNvrc1S0lunCk3n0KcFUrlfKYIS2BOMTDbEXEOjs9LSdZAHwvJ2enLTTOYbc1xo7ghewNhB4rsnwm/K+ltmZvzWBllPH/tQjdeXLt5ft33593b6+MtgtTcvMIXv7mfdHhN5SR9DVX+VCTCvI90DZrv596GfR5WmSXlLby+GTUFLEloeUiwP9SZbPVRqWF3WM6A18KACWGvbVNKd1HP5w6P6xlH5E+GzmV4/te0HsMpEa5EW+TNKCn+VNT/v3tO8lf5aR9+JJOflsedurpqttNqFYMnUolqpeA4/gxrGzZJbzktgox+W9Aj22UBhWxhXlCZ9TZ1Sp5w3uF6fH7Vd+9Vvt4x983KbfOXftNGnT7hl4L95ctNX1si1ul+31xXuCgJ+1txdvsnZKmfQDY0cMTif4r0OfpCH4VCZ9hNpXYLvQ/k591a+JnQNubC9BwK9/nhEdyNkJMdQhOJ2i7TDPzvgmuEzbU87HDzKSs+t0MtOWFJb1OmdHro4k7XQWvQADmWfzHqBtIPQouFP5mcraP4wzqA/JOF1RRNRnZpoUSBonIIUxbhodv8Jk0OEIUnkwEMC3cuwkkMbJUUHtvW8/Z4TuqN5jnfyx9+i8B+tUXaL2yvPcrwqWs69Xo+alH/QlMwbspxB3Amynr522ngPT+6ReIzu0cISQAMYgALoF1xgNp1GlGwaB/LweU0WlH4pQfwb8UcglRoKF4brE5JJ7aazgKogRRfJdFRvjZjX2XQkU3hjE4dy9110h3Q2uyeYiD/wqv+A8Ncq9bIIAjYaKh7DUrR2cNQ5DR+4MCJepc1hObgmfCfZcwYw4pC26FfhxOtAnixXpg7dhsmoaWrvq308Db+iDT4gvgbVAPpwNuAMIh9lrSCSKwWuAu2MfhfeY/YB68kwZdWox0+dKlrGfbtLN/vZ6wuvH7vtmUjZtSMceJnlCXnAIj70ID4TpIRUNYtQr1zc4eSOvK6ABL+p4zRFEvtvgaA/jaHDlGhGv25azH8LZsuXz1UT4eeOgug0t1VPDJ2qUnPDL6J8t/QNWveALABx7yX/yzg8U+Qay3B6kg8ZWfgbYIFg9RIXDOyqmXjlMcZVmygUwyXN6df9A2CU/3QDbhofJA8N+zX1PH8p7wmZ/wCdO2lPOcx859SSxclo8NyUYIsl/k/Us2517h/PBsZBNQ5kqtkjkwIYNQYfyw6auayvGlJlAl+fPnuX9JWfYkgQBx7MMLLz15foJbYhPeRx7jb1rQLyvnwWWbJMDHwmbwqdRW6AvP3172/7tNxj+le7APiqz2A4MbW5PAq+ccelgzRSBJ/kKmbIWopg47jQxSQP1+mmKfvdjO0/qvLB80fjDeXjDZo6wQ0Ov85fRsHhBx1qbJe3ck5utjk0121Aw/Kecxl5xWm2E8kNfK3U8am9NN8qoG9Ah9ciqvY6/9LlvleS9hdyRT9lAdS9cZSm4UUaZUoasS1b170PyqQrLSUFJZ5BXM+lIDjwJpb1APf2aD3fOx0cuk0PHVsgI8vPJizb/dN52Bz5ivWy75U27+errdv3Ne0b663ZztWrvLy/bzc1l0Dg6HBNkziNPcz+Gh700KHARfdZRoaD2SB9uMKBv3Mc27DMIcyH/6L/+4+99rvsIYlzUAKtQHMWpmkdWTIcjAt/z77fCfeuebMo9mP0xxSQKzjfKR57Ek0gqeYRSh1ILfiRGqZxMJd37vvkNAu8Xv1yUJOTQO1NsPoPsSD5E8xrbER3NSB3d9u17Ov/ZbIJTlwguXGKkghLq7HXivrNch517z1MiJWBW/jgOX2efBXvkizOqUe34fXEie2ngal73bhP+5fXFwPSb5o6OcFUYOvovrgiNAYhnEUaE2ZWhGqosTEzwI62lUwm2G02GJu5LdDyuvXCUIk15F8Reov4DG0Z7r747ONvozrsLvYplIivlnwYGwYlfjcZUgoJpsoxlhdcVyuS0czqNNzIIMEZxNXlu7XCsYXI1v04qT11wEFyhz3gyLePozEoW/yE78MUPAhkAuCUAhV4uInWa/NaZApTGFbM6vegd7esMDRztSd9oxr9spqJBObcB/fTDvknep8ngoHhUhi6BAsl61h/IybXamy8uslRQnd721bf+aRAyayK8XKBC+Mix9Kaf9k/nHrqRHcfOeeguXPlPg6qfA3PL6eiVM2+JKLkurs3CXQrlXixwE3yyV0+6PdPxK0t2JsFRLohS9TWOFBzz4hnLijtlDXKVd2XfWQADglo7Ix4ggZ5oBp+OmLMuCLyzjoVmpGdW9luOtt1sPYGIvbH8k/SBB1JFk6acURZci0eWUl5LzuWFuNs/eWK7Gr80bp0hT7kxafiDQ8gx6IMwDWZyKHbiZhCgfiO/wFGXnQF0YOHi1dPTeTs7OY7z19ZgpiJHudVE/Sy+BMD00NnGCXsGGOIGwo7aNOCHztQg7wZ810S6P35z3X78dtkuiH639s01PsI5BGdoHrxDF/Zcz0ez7IO0Ntv2cxUM7Bdbp9NTXe55fe9menr+dDMpi5yE19onW4pdIN+2uh0yCJAf8iv398n2Svka8ixDfWmfY/7n8Tav9cKkyKinw7l2qvSSTQPwWBSZheY9iDEFL5Lwwt8cu68awVfA0s7c8KpoGn/Gpei3efyE5qDDeqERG9wIjtaX7zp5U9rjz7LeMdK++fIsuI0+HcKHen/F9n7FaB2/8uwIX3vTlu9ft+uv2L5+28aMcmY+Vn2fZ0KyhsqPz7189hy5O8stqFpD4yyz6wwOo+NZ6xc6kw8N9jAcD7er3Hp9uN200X/1B9//3ClKjUCmCdmM7tNZfipKpiw1LOwdXXhPNx85kZkSVropbRIio306yujBlwLlK3P2XgLgJDOlaFIpHlT0Ej43mYlOtROcd6baMSzHKIqfKj1CoU5w3kbOcyNs9t6X92Ul+bIc5U7mfpuf8iik3yWfe88SZXLhUvJ0OhDHa3HiKhzCmedDnYZUqZ2qJCzjMm1iuKGFXzRD76AP2HLsbQVhER+g6MDTALoaWIJrdBVhyQJtasGU/SMA0LHZhkqJINXIBUOPIkog5cT8KKqJayYjew+lkccyuM8i+HSGiiYM+ZVbOpYGj3rNbgGJ4FLefW0fHJypK4gCFEOtIkQp65p1nbbvowafP7euggvmmZVw5O7INB9bYlirE3K1suoiDHuxQ/BWy3XzS4MGhsbDEst74a4K9/6+9yBdgKqD9w6xC/9WlPURwPrWRB37Wmb1ni4neI0MBbshTzLQrgZb5e40sE/dx9hfshKcdHsgKaSpOHe6lGPIYfbCBqVs1jENRRX1khUBUsBjdSJrHqgs75wxCozISuEmYETF2qElrXsS+vaO5ctp7PPiEetDO9dBSNsYGM6d5vdDQM7C+NREHBDw6417Y3hTU+5i5aN8ti2uBilGURklB6eSD+89e7tG/ks8xDhBQJ6KifzXiEMClEMaHAv1pbcpTh3YRXv5UDKffttDytFseOVs0FPj3WFYNgGt9MBOdQf2AUaVFRdyoYcAnSEQDygNyJqOpX/gk+AW/mRR8FBOG9dlvMCKq/Qs+Qhd2HIrEXp6OyRBPbYk9odRv/qJ2aG+AZ3fgli29eq2+crX7Y6BDjojMLQhtMSNsbmA15lKcKL+bDoP3d/dbNtffHFBELBq16C12/MpJyWj9FOa+wRKxzXO3z7QT/U4ThW8owPwXLJ2mkmrp3ofHkgf6wxluu6773m9ruV6Ur8cfLCj/eJX6nhonjzlR03qAlM8wdeLkNPePM5MVfDIXj6TAscf+Zlxdj9sptwayXn1xdz0Zahv+lC2ZM5N9H3MtM9MVG37AqaWsSxtJ7jhot3S6VMB+lIXViVQ6LiljhCU3+qH+lxtJdxOXalWwSsbPnC8j2OHNy6Yvlw+tPebRbtc3TQ/JOTHgw4xdDNk4fnRWZtPfLHUOYHmeXt+7P64PX/+op0/f44eOrhlIOWAY58AAFyXfrBtyWgfPH0SII8iM4hv1wyh3t+03c2yjf7pH/l0gKZYZqvjsCOKVp32vlnyHcWDvov43NKhkFuh9etoOlAEgY6F3CpdhIGNa7IxkR6bzDHgyMdViISyUAokjYh94c3pyRyHPyYAGOPIJ+2M0fw5ymVAcIz1OTEQcM/ocU6ZKSNxZwC8P290fnRoVD5tU8COibImh+JltO2q/Bq1GIVldAChNMhGUVRLHzRqU+CLR315cIux8x3pKjf12ZwdqEi+FhC6mErnFSkApnC8b+l0l8lAJNF6mE8RDQcVpYsOu5xYKZX0k3ZRGI51UEhNjqWeswgaou6Yki9sT1CSuj+ro7iLAvXUFaCOwWG41hU6iuMx1zzvC7PSIVr+YBztm/gOo0NhuvIUnkoDiyFrmS3KbSN5jfHyfHG9zItnbm8JBBi6eg/UF9IslxtG91tGs4xigLtgny9XQhPv/y8IPn1PtrcC7qCbdLAdldd/UooqwdR/7r3m4heVUVwrVf9FWcNX/VZW5Rn51qVvUehhM9lPywynORaip7A/+d4CC2+FTYY4KBte9y1kezhmfaUBrsFoonIaNUhw7YqykMAhNGNvYMVevIgJqh/0vPDQ4BcO+Qqk8semE9DyaMiUIQMpK7juxPZ0BMphHm1Djixn+7kF5YyOlLWOnfAPS2JA4QydjyImICY/gXD6oT7QR2Gp25FbgwuNp4AK152Ozyv0R2NdsgOu6UGaos/8Vwcsw69kj6wBTmSTvPBFQqeW8N3kcc7Sr+iP5QdhSD+4Xupo/QFHjnvAW9rW21FPlYMKuFPHy5RVr2NfMLryWSx0CJmGBe79vY9uest0Q2C7aqvVol0vrwl+FwTIvtVPwWVwpMBCc+8H6ywcdGTWccTAZj7HKbT2+mLR/r9//bb91Zt1u0WH9jHyzqhihdOuNgxqDn2oIED4YlwzAdKSftCXomP1zeNO16cybgp92ey/mzR/qhOm1OdYCN3hee4aLTOpQp72jQThcpsvZ1yMJy3eypx6xI4yngI3dfinPjyVgce2q+SAm/mpIeK1Y8uz+BxYxuS+99dU59XXnm9JjxT9JPpi86U3BV5uBw+3VOuFS+d9dNdksOL6j8iH5dgMfL08mPPw3LZ03Pq+FfJyubxvNyitj5A66316MG4vcfbzQ7/AOSMA9AVczm7P812A2fE8s6nqtW+M9WVcHtuXDYMtP9Ev3b0JkH4ib7s1Pm3hY6nLdr9YEQT84fc/18jYOYWgojhal7j0vIhUAmIZI2Lv3/OHwFGezh6CnE5No5rH0yQalZw6pEbB4OcdEWGgViFK3komlSUGAixRMl1Ohq9adRHfkVFxlEPH7RSKjzeVEcqbqe40TLtM9zu6R03S5hjK6wwn3gbQ8sLQOHnwHRuxarzA14+bUCEr/w0QrO3IPUxn75vcZJRBgNN1GWnTjs7fN6IV6BJcZVvjEiZIVI7LebgCnNEUhkFaUAU8FCzKskfUclxc4Ce9BkNYf/KCg8hXjXTyOI38Cn+4IK3Jr8VJjoQoCQ+68pazk7fmy5NSir4NF2RF6uoU4ljkC23lmW7guHXF6vCrjFPU1OdcEXIqMx9q0qFR34g579TP7aR11n6IdhqEIL64SVlqIx8brdF+FIbL+SIh5TI17jGbv2H2LyBsM6baPDPYPJbuFtJYKGrm2V23MtgWJp/jkQz0jz4oy7mXRkFpV8ZGmQ+4JKrEgdqGL4iR5Tp9naRliSUjg4dk+NijQarKnleq0rG6PUQd27Y8fDO8UV6VxdQFUPoFXIpWZ9l0TMrZ43st0iflhGsep/CAq//kVR7PU/6px976kSGcird0ZIcyx6XwwgAh7zGgrvz3xSJaMPunDuY2ALi6EC6L0wQAFHFyelOaZbRNno/1jfyojqe2oZw8kUmdiERTtDzu17zscXSCE+1FPjbkUwjIlLoQfWPrKcGdwkUddUL8A79fA6/MNFBHeE47u5hXeY+MW9C+Q3T1JMEKRHHAom0z4BlH93ODgYSM0D+bSHBC2/c+FcS5s4xbX+dLkOwbU8XZryBqpv1SoLOqWeMDHzJ9jP76Xo6GMV8s7tpP31y3f/mTN+2Ly01b0No9bTsQqdmLof/0LwEP7QKmMKJtaScSULWmoMnLAI4LbtLVJE06fXvqeu7ecl3ne+rl3Xo5azviFA/pklsfVJP+T6fd83STpUVI7aFuwSv6J6AQrp0Ykvkm6+VH9Y6DcCMj/GhJgYkdUmG016bH+gO+1R/hWL/oYAo0/sWmDrhEFgBjVuTGduIbUuUxeXogKMrKX0tK25r5ggfw2fU9KQdY9Vp99H0WAt8gJxsb54JT+c58Pzs/bs+mx8gXdpP6txkMoQf0y2/3HDIQlr4uno7eIss+UadP8SV8DoLnBJRjBqxSx3VFvgp865sCceI+Vjr6J84EGOmi3EJxhKCgm7pwOE0rYSWIi75c+e0Kbg2DhnmPiPguz6IYGejoQQQj4OIwz/NlMFJeXkAnawqymBBHA2wplrbpSFYsHvgKzjs2jBYk1Rg6evejJU5bzsfjLPRzxb1K4b21mfeV48g1RBLaQKEeKQQ0jHQEpPP3/v9BFvNpEHbbdd5rIEOcwstCPXDzewPSYnrkvZUSbEmVBU5EeUpBQhuvoYyoFfICThyDVITEadQoKwgIT4GTWUa/eaRPASmpoxyYp32YCH05iELFWHHdoCsEgnbis5OeNkI5hUvD/sg/80ldQU2WVVnss5e7YleeuOvMpJ59pc5QxrLWLYEGZ/IquFHilRP6Co9jfxB2HTWqxp7+Y3QcSTojIm34H7kJPAM5jPnkaNaOZtP2gDPxpU039Cu3AuiPYumsgsYz/aa+C9S8leTbKnWiyiUYhH4eS9/YHOv5oy15az9EWXpIErvvefIsL/3gnc7/qWGsvobMgWGSp9JKGDApMmj78lQ+KA2AyXqTCWXm9DMzVJRxr/x5LfeBAew2BdgRBsHbS0fASV3Kez4BmE3RTHBES3LPuT/B4r358aE6Qze4Kp7ipHPu61R8OZO/PNanFcIJ7dC1yBodFGcpZkCU2TnpCB4asN2G0S3lEM/0F9XJ7TCD75nBwD5GJjSQdj4LX6/bLPkT79KLkoWSL4NjaZzX+nqfm7bzmWj471Z8KB700V74wqF2yPrKYPFXOS0ZNSVfU0z9XkZE+og40ACE2yz9ww5F10iuX6kg2Xre3mJEj8wqW763YjJ2wHAQo+7L0xzdb9arUC8zIkRhvsPCF3r5BIC91V6mHHAODqeo8Shvi9wSEPs4LQ3FMeg8vMV3u3por9/dtH/902/af/+Xb9ubFfZ2v740mihPmyxdwdPbETXzE/QjH3lpD7QIR/nnLE31v2jQdV96FX2Lzj15Xrwr+vXyJs/NzwvVzJee7K1NdsFhnyDSQ+SvAq3SzyTbRKfBtPLUb3nNcc4B24OAbnP8ib8O2MbUaZvPe2LIUKZEwIDoF/CyLfK7HHQZyaA3PLao+Ay2Ish7PthS2wlOwC6UKk+cnm5kJ8AEHlIaWcj7BuC1vojmYt+o2Q4Dm2DawS0bFhwZ2bYN/VjRxtYnQVYr/N1DOwZfBw4+Fv3ed0xQ33VS+XInPsW76s66rFacM8r3fSx+8GvDdjj1o0Fn+GgsJPKoJ86L8bChvivlABke/dM//rXP7ajTkrVoCeQ8lijprcbDaWWZiTGgsvdyFbisRMVBPXjDnMJ2qqZBZQQVcQCZurIw9XYgHSMCYSQ2f7SFMtFB5TqjbNpwYZ8ExX6VAHAtgmRljn2217Z0eEY+MYBE1+KrIQmjKCoeeW2q0S/KXoslsMwCsSwF3YTjPT2Njm/3cvPY/Kkf6GAvcFfiTidOA/ostEpTgVEpljB1IGWkIkpcEyvP61EscKAU3YzixmlxzXLWjqETnrShXyEQf1Gm0FvBLJx9dGyHoZQ+klSG9P7YfYME6VoKYAHxcZ+ugFMJbhSa8xL+AQf5JQ45R3kQFPGXPzn3OpXEy1Lpm6NJyssY36hmAOB9f0fxVCdPvJAXjPcub7ozOECOaETDtsNJbHYbotxNPeqW/NjmKE/ue1M4OEFvH3HJ4ikErfC2z1ayv/RtwM/uhIxWdCNJf1PPT1lkKEaFjLwcJMQaDIS42gdyaHLgr8lG5YlyynHaxshIW2iv/E6hjQFqXix1PMsU8tyP7hwdxbnn9hLyNtehs/d7AepEnk6BlnHkyoqGXaMirVFihyZSPxu4im6CQDxJ5ArcnHkx0pc+0lIU68UszpRR1mDcfPBVrrz1IA0Q/EC2LXku73zN887pP8yIoj6BDmOiG2fqfHOZuqIUZ2qX6xr9+jwwuVQz8BeB0JiSWa8CYgk2SoLTpjbIZNtdH6AqZYFHngOWBGWD/OQnz4BrH2Rml1HzDJ4Dz37wM9lnW1SOyjFQjZyMqjUsEpMCXtuhY85aZSaEgUK9ZZL2xEv9IhDJYAi5LfsFre6QYYMZ8Mx3L9yEQ30HRvuM8h2t+TY3Z0NtyxmXahNi7U3axc26/firN+1//POftX/9xaJd4+h2+wxakJEHDb/9o4rrAeSHHI+u81OvlUNn4/KOBikOLUE3NuGDXRh0mWSdnufmcc8vWipFRRMKFA0tn7aGOoFFvezYu1EttsisxzLWFr77opll9eUJAqyKjOqkyknLOXAVd7kon8mrelaiGWTLPgYXcIrTTjHbEeXCsfcjMIUhZPJzKyN12POzVu6jCz57c0qCKPVYv2Y4pLEYojPgk4GdzXBJWAkkSK7Pyft4nFFiEEmPUtYA38cD2z6jfUfViMSYUwcPHz07ap8wkj9kQOw3BXxCCoDph4PqPFqtPsBn36XidzfyMTSDe/oynhCw4sM4SfBk++pfXshGnljs/R//xT990HAAxRAhncr9bHqQlwlwdL/nTIAL/Ig2MAYLotJbFOPydttWEMh3Ert621GJryWMo9MpgNBuvQQuIz8IIEONqP3ym8oZRabdEB84Iaw/OyqjwxPyOfU4AnFHFEVbMjojAZyhz4Pbtkkh893nPjvpwqUDlGZn+8E+BSI8vla0egdoCUrb5ZRtVCMLHuCXqTkIJ4tNLoiTcU7PcAHDpFfQUTk9p5F2cZF4ORLEgHNR4ypdDYhsK08zaESB5agsXsQyYkP7rmvwvQm1eKqE6PG2Ccc6A42L8GrKmrJc14AZQNVnTF1BTAV46KgvykqZLrx5BBTDnHOEJo4taHCNco8b5Xwfv+0o0Jk+tg44hk0c2+5Dpjuh82iiaOfFNVe3awQTQwjPfOZdA75cIDfXV+3qatlub/zgCe2Rv4Y7Pvbno22ISNsZV8J7hTtUAA+5gO/A+TsCIvjBaNdrcUu2nHqVlFmMSd0YMOr4fgIDVzuYgI1jzugNm7JOfr3u1FEp9I30V9/cnGorxyNs2aBMaoQGGGw6Rd/zDkrwQB56j9cFq0dtRuDo5i2ujOKRTxtQTlauOVEeNPD0Q8OAMgUD2/CxWqeaa7ZIGjFCwJl4u8TpPvtkQCAS9Zgeeoc19VaMLxDaoa9SQXy8PWGR46PWXpz6xstpzs2Xmer9HjjKJ42it+Dsv7J2fXWb9RziMqLZ+XSvnc3329nxmODG71+4tscZCYMGeQFN2Qz23DJCVjbZK8t+5MuyGuuMyMDRVyXv03fVQHwzMKGs3LKLepc4Yccz97YjP+AZtHPwIg3Srnxnr1w6DW/KS4FM0DT67jF4iovd962aCWrhxYP3ZBf0ebHCdmi44feetx+cul/lpT/H0M5bkhoV++Io/2jmq4FnCAFt05w2yXZqxkJ+IkBkTI/mGViM6IaLic0M7WknC32nZ+3N1br9+V//vP0///U37X/4BgMPnXz3W16VbZ/APU9N0ce8/El6YeT7OwYSHPviGmAnj+tUyXPiYJMyPZWeURKaeWyK7kgb9v16T+aZunNXEWRP9BReClveyH97J39tzny6mTraSeVbXkAJyiFn++BFBeuolx5oA+P0pR8XhWEdk2cD4Bx5ruxBEfCllyLxJP1yP9Jf+0dbaVMIqSI9gcix34YRQyxIyiQBwpkG7bozRbZ9xz/9pYOTogql+fNJj7zel1LKiE/XOciowHsX+3/s+yNo557g8dbV+tTzK7nf/3jcfu/7L9sPv/NxOx7vGEw4Q65jR99w7nbP11E7gyi5tHH6EGeZ1LfzZyft/PycY+whDLo/wB5AF2/bSXGi1bYHPgQB/xW80HHTAUpKRB2BU4w1xlShKtLFrWFcHtoCY3+LgblY0Cln/TBwDzTk6kRHGnkrH4bOFxzcrZZtT4epgYOZy/UiK7yRghCi2BcekxBYrmWaMB2L5ie/Jw1njfBwjMDVKHvvNKuPKSdhZLTBRkb0bJYLc4mOvLWRR9JkjHkwW8evgEQodCQosUJq35UFhd7N66bc3gAPp3K8F7kTPgUfN34KtSDiOkFNgVegI1z2AU5PCJ586ZDamYiSrfo2GEbaK+WkiHTF2FWQIk80SNLJayqe6DpdSVQJTjFqKhr9taNWE3YMnT+ktgwnwDGsfSrMVN+L0FTYPqN6FMAgQETyJMNQtpdPlzBMjhYfMmWJs2Io7+ts/SjQ7s7bGcocjom8i6tFu7pgdEMQoIq54j0fdoKseUc9MF38p3olWNS4FdZOLkGD6ov1dHgJuqCP/fSvG66Usb7yoCzzJ67Y+dBLmXOaTor432DYhal2yzc7xoF5jTKB44wYePW+oyIJIIQpefbRBWO6LJojAD3FKZyenLbj2Ty3tcCmHcFzHZ9v1LRXTs0Z4RM25DaYSaNnkJP76nQ4MqBOSVdwMHC6XK4Jxjd5pBB0qwdot59svSdY0PAbfPk57zKMOFlgIG0EJK2dnUyz6NYPATmTJg0y2vE1zXRGatoPXYaL3BY3y3ZzvW73a/q983bcQzs52W+nx75Ia5JZDYNKR//SJrNv4C2dbd8wvB6NxbqRr8wbEETepW/kDfo6t4nc1lRz1ZVb6qRyboAvnvkWBvTIdCtw/HqbnzF2ASMX8nppcVqBu7MOE9pVL5Rf0AOGmKnLcti+C6/aeyBgvblct7fvr9r1LfQ2MCGIsBd36J2mxvUdyqE6rkoYKB4STXl7x8Gc/AotaEYeqov2037neyX8pHqCT/BOu7ZPX3Z3s3a12ravXl+2f/tm1362og2uKR25RQZsZTePaAIS6kFH6vIzX5WWaraR7wdISLsLMtppHYHpqU0zKWfiaF539MGZ1GW+55uSx3XLmCsH/eiWAY3XtPfKuAM1Tb40t9fSpgdqSljwoL63NC3jcWSCc3HyunzKYAqYd+iG9TrNvN7PO76W78dPk3iZqq8cw3efpskXD12o43SE6zm8xD8xVG+0O1Wzku1Vjn6njoQtPzjgvEqPtcX4G/N22Dan6GE5OFMPHFxbdozNUabudqu2Jfh0OPvqfNp+53vP2g+//ax9+up5m+yv2+Rhwwi+/M4e9VYOFAm+Z+qvuAZnbzESmJ/O2scff9pOjmdtzUAcLrSHCbIuHWGGgUB4pO3/P/xv/gv46NQgAiz+/FRAowdHrICFABgsjKJf/HO1d2YCcLIXCKqvwHwYz+p+IIome/KqXst7L215m7cHOrh2BLTREUsoiKAR0NmqmDW1p8BQDEWzMzrKgZaDENvRcCvC4iNLede6lwfBS1KAgKnBqfuQKgKCR0nLuDndqMIqDBoRmeKoK483YWSE78jee5QaiBCediuqL2Jq1Mzrn9jtCiJsnYUOwnvl6zWjB4MkIjjv/TgFqAwYBPjyIqdnM/1FRzIFKp62QXdcjOVe2HmEM03YYx2IvMJRYBzti6Ma255p8BAS+5CpP2ApnPax4EvvaidJy6FScKhSGwR0BZTnBk7SSMVy6+kDLYsXccZI0R2GfAWTfdHJDYFiPhs8Gmc6bEmke7Uk4mVUeXOzhhqHbYORuiWAuAGGb8zLY3DgkXewBw/aiUKSwmeu0a8tfdW4aFjF1UTx9LufBA41d3R3mOAhf6AgVRhDIuHApo48Miiz73kczjIcV1na4Fj6ipOwDegO4ZuLAqWm9+/zFj02+eozvCfz4zxFkhdaASO3nmin1sdQSYQSxJVsVSBQzkFaG4ykbRpwxLSy3xS5uL5t18PqX/UnowDlSJ7vyf8j6HfYlotlBcHwUIflgtkJenV6PG3HPuKn41LX6YPXEfTMfjn6dYZAw+hMwOJ2Ac827Z5o7QBdnU/2MDDOKgxvy8Tp1joJgze75KgdOR90wvudvtwmzhZcdRS2k1sv0LIW1nGdfmvSnU6/u1tDI2gBYuqagF3X8+AsAFYsC88Is5XryLo2XL2BL/nGPgHNGhiuS9HWOMgxsJJ9BmKRaWlOHjFT4e0B8npxuWpffPm2vX73MLx/Aa3hH+gDmxPLU0G0VAlAZ1OmvGuSvPBXmOzEnXaHNWA4BMraL/KVDetFHuCFt8NuNnvwGP3Z7rVr6KVU9E1aGKD6mlk/XbyvkwWGo1FhRzwDyv5KUxwn+TagnTYI6A4yskzyvB8rb51vfV96+CHfZGkHY+7peoKATKGn01WAWqGvybpqsfwOv8ykjDZapP06bR/lm562WU5dgMp3DUhS+UkK/ORLf2dmxepDElbvd2RTeNp48lzQp6zntc/xkPSFovLF2bIeBFRtj8XTHthG2Qj5dzgUSlscHqKDzhwJyNvqDk4Tkynn8NUnbOYEAT627tq03Wrlh6TbJy/P2q99+3n7zkfz9mw+Be66Hd6vgXmX2QPfDbLDzupPnYV0ca7BroPN2dG8nZwdM/g4bodczIJew/DJGjxA0KAU1HPLRDz/9//r//zBb5fXowxk2GsaUr18dEWm+FzxCAOjcd4ilDerXbsiYrlCWpcozcHkKFOzKuMBRPTZWbQa548CLm7YAw+i57OpColGEAZIJGlpAKBgOOqTiTrjTJkc0KmB9Jb12LIaBRVY45QrEFQG5GMkCgICZl/MY0hJG85seN9FRwZeEkLGKfjUzzPb1PWVoDEiEMyq0oTmglNmBizPcQQJOlV+CdoOre5CKG6OpmjMysBiL/aQdm/PRzY0QLXgyw+O5NO0JOuXMlpVY1XTqQkq6FMlFWNgIP2q/hgEIGj2GcGc7k/y7QPkK/2rxzbZgK8QVBAjPM75s5M6uBrVDu2IBEln4GrS8Iy6vZ8m8TNZY3fv4in6iFLtgL3C6946pYqj95PLvlVSh5zAYLUmAFjF0C4JFogp2y3/buiLBlTnb0SKiQRXeYLQQv/ikYGRXacs57nny5bFgvTxF+gk+YElraLbCgSZ5os0vpcWdFyl0n5/O/IDKIOn7vCll/023zzLS2tng7MehbouQD0/9tPRp+DgormDdko0PpseAZvy9M0vfYmXsw+5v40M5FsRvS0u5xaP8kyfde4uyMuIGnr4vvy8CZDOeOvFmbjL65u2MhiPoqOfAJFno4OjdnRykvvYCWgMVJHDQ5yob/zzi5Z55TV8dSbNAMKp5RHyuK+Xo2+ONF3H4qK3W4KOhTM3G/AHLz+MdTp3VmEPYzNu08xwcA3+m/pMikFBPjMMXjtdGA5cm68OxN1jEe9yX9P2ddyUB46ycrfzGyWUBT/fdKazAFx0kl4SMJXzNCkbCSAsCw626W0uvzdhUKD+6pwMTtI2ed4yU7aQHoiLDChcytxu1K5uNu1nBAFv3izbNe1s6Le42D0XW/oWRc2I56Lgm97IiWx6C00bo544kDC5hsdHfZ3KNSjPC53kM21n0R7J/9Jf/l5nJm0HzXwJFIEYZdCC1NEU7bCRefeJvOM4722hvn2tWUdnJXSeElC5L9ulPnSd8bzbL+lgMk8bIO5xZBxrzx4/ZjaU91hBB7LSDWbDHjyH7oTOtpP70OCpPe1BNcSOXFtKXTDf28TFg0q20XHIPi3w39s/HHdblWCZ611fgxup26meOizTvzsI4LoBJmUyOwoMOegAS9p2HGrzuOhhku64Z4/iexxlx7dqO3HQGSghk14zYLZ51wP4bhvXAOXR/PVN9PE5duTZ6SRB9iGD8BH21YXy8WvgKpraVOfwD0a72DFvXSl3ULodop8ORKSBduRwSnvex7MyeNm2m0KcmQDvWSTKykUVlwZA5IAsHynYbZcZSd5DfGQ/MwHvGWFcIaRLiLM/mbc9p9cVOMg3VTBVic2q7TIS2cTwuQJf4qnIRkPyKiN7CSrDBwYq4JgCFMIIUu5YQWUVvkYbhdYpIDB+WjQwbVNDEOHSEauATtVTFVK58GbkVCNN1QIjgxujS8vbCgJO3UyJYviEnSlKToWpEbNXFVVBG3AyXwXRAftlsAiWuCl8CgyKL67qjZjXCBsjD54+NiZ+Tg362JiwpF34AHydjrjxl3PxkVaQm70rp81TeRgJUtY2MzNB9WlWMHs/En4i0C4Ay6wEkDJCC5CimclpbgW+p0dlSeMYIYKACC5428euSJaTX7Z997CBFxxjWHcPjO5x/O+vFpn69/v59+Ag/ksE6IpR5cX7Rfvm7botsKzeCtgQDCyBpSE7wKAadDg6lHLSKS3SbvpgxIvT2sJTmkyZWrAlTd2bp+KKM9WUFelDfRfM0AW7RYHirYobUhi4UTcyAa5xaFzIFza5HGXiWlbb04hBQJ5YQaFnKN3ZbN5ePj9LZD+b1oyAn1B2Nsj7o/Imb53MHkdlYA3MOAJ/4ORaEKhcC8aoo04406MLlf46mJXIEOhd3hIEXF3l3vXtchUoC2fmoJb09mM+8kN9aATke8h1HunD4vmCLQMYH7/1UUUdSRbHjibRZfXHGQJx81bg9c1NW1ys6Av5ENYnc06OH3JbYHak8yYf/HxWOTRDL30fvp1SLhNEIqtGd8p43hyJEVDP80VH+wTe0n0fY7OPI9xJH/KhduRPCc7MFnmEJhlcIArw2SuDXZBGBQy++d4JeY8c8E+Wa6MyBQ+OsSH+YLNfQ8xMGbIL59tqc9/eXi4TqF4TZO2A48vRvDUCFpG3rcYFoHIwL2FCH3bKSqlX6Z0CCDoGATQVmcqMIwWEJ/+lvwGYtHI0vCXYu0lg58ux6Cn907TaR1eFQzzg79oR8EfslRv7ocgou9LDPF/VnSc6cusEfQWxHbIbeib41E5WkNIdadkcEH2SSh/oNdeji8O5VDbPBFYZJOaDSvRLCNqszPJgr2J642Ch8wC/25LYS8r1W4DCNM99x8n2qhbXOfdnGfOlea4McE29fk+9bIdX16AE/X8aBMS7Rr+FZ5+0D/BPmwOPlC6TQZayKm2Dn1IHkxB1+kkZ+Qkf8i4JZN9n833TrrWllTLnoGSKfh5PfYutC9CxZw6aoaFvujUYzndokDkH5D7NDjoZxEQeOM4L6NQJ8oz1EeHgLW+0N+PxwCvyzFSfRML+Ccs0+mf/8Dc+z2IloBi5SGmNW6bgEsUiOCAhQIkvIFcdu9rVF7jki0g6IwrIdK+HRWJFclSjAGbqlA7bqXzDW2GgnEKVSNg22WRWyhspoRz0IG17u0Ij6LF1spBGx06+Tru/ga2Mt067hMZzhV/jDXVBTzzFrIyJBumAaCeGybL8upDEAHdBlR5SmGS0moVO5Ec4h31XkJ7sixYhz2CLd6hO/yS39OZUYxTmSIIBjikre+0vQ8DehgW78LoC35XETnUGACmjLjckTGOTxZi2Qd1EtfZZIU994VcQEyGhbFecnIsHx1mVTx9637zeDUb4wKaTyXfjo0A6DsrRireKMosAvTyHEPXaaZzD9dK3Y91lHcCGejq2dGVwGCAD7uKMIBNk2XaMhnDsCfg541ARujwhl8KSKagjfpJfAPJWPGN8vGgmfyqsAM2KkrDtoVReVJ4FmsDQPkKDchK62tIRfHw7YjOIOJ4dtufHR+2ZL7qa1eg/twAo7wt1/M4FPczUnXpmAKAMKIfaC+F5rLnWaDqyzMphecSGfwadwsEpYEd54q9R8pO+BiU1ogb7iETJChhDPzVNvDVKB9R39ksnjwHTQFMp+NpfgxN5zWagqtyo/z56dOeaDxyT05h+CdNvZti2sJQj9T+2QLlTvtT3rGPReaJPzoWD0dZ7MzhV15v4WhugSXj47wxSy4ehrokMb9gW6zuCnE0FPDdsS46vd+xX7b37my1BJfK0oBz7d7eb9g7HfXm1bu9uNpm1vEDI/D67C1Wv2L+/wbFzfMPxhedXDGguF+0WGAuiyltnq2jzhsHOAt2NE4ZC6ryPuXqb4fBoAkMOcovL92MQuQT/OkfUw01Ht9R1pK78wg91yQ+5KGM6nHwHXt4r8vwcpa9ok2zaZfQIbOclhecWx8O1vGxs0MfwHNrrpDThKpt2AI6mTW1XtN+gw6ZpT12QL93m9GNT1/+ev8PWey26Tl4/5sRePNa1tn1Q2nJ7duivZRR/ZcP6psc6bN1WG6hnJGuesqscDmVMlqNiSNfx0CaYhGfqZTvuPd/UYbn1azpcDuIUtROyUlxde2BVsZVWmT0GNLUDS/kWTuEhnArkZK1lgkf6VT5Kvlk2fSA9PkYMGR2w+ZIonwbSvmQWmDJr5Eb++dE+5cHBkrem1ugIatg2BIuoR2R2tWUQxTUHRc6sqkcbcPQaKsL5flveTdAnPwDIoPX+gGt77QrDO/ov/+D7n3sv396HcPZxIIKBgZ2P4CGCRkVSyBXZOh8Xf+XtV4426GicJNcyXR9CQAQ7YHRMxGqw4XS+hE8QgCBb1qYoKLXDmIwcJAj5ffo/AYlcoaMaqJo2KkYaPOj0NET5WIPMMXKzMEQUfAUg6Vjg2idvc8jmGC/gmG9Zp6MjJGaQduDfBbLKKeDAlzYp8YtlpKNJoXZ9geeJ9NmLk33TQQAthr5GJvbHuqIM3o+Qq36O2Il3KQr57BOoUNzqWegHDA2/guf9TnkSPsAX+y/drT/ocHCR97Ypr0oROaYftTo7GKTfpsLNtkrQCzelQ2dCHuUyyqGYK9N9TDAvEfKconcECwquzn/B9QX8zbHtQG5XiKddnIx8MQCovtjvwsuZnLQJUEClT+aLGrsksbIYTSfvKW8sItrKVZ4U6HUcAXiVP2kVeXI0Z9+tQHs6PD+lK2xnx1wDcHY8bc9O5+3F6WnzDZa1FsR1LQXX+2/qUt4MhxUGZNoWN1ckuXYl6wT4GXTkmXllMPzS8dA/rvlfYSc3dE6gbFAAno68fTY/TsAt8sAIFUS9fVGB3IcFvwkGCA4AAVSMPDinz0QbmXYHvnQ1wPbNd1ssi7MUeZrD2zvAn+MHne1Qfl0UfDQ7Ds/lg1OVTu+Lv7LgQHiH4fG14ardEmu2BN8VRunW24vLdbu+xskv1u2tzlqHz/7iZomzx+F7+xEnf0nwWEGBwQGBwi3bEhgeA3PBfoFhuwnclr35Syyk+UvOtVsrtmvyfIrl1mv06dbA9GrVrq4X7WqxbAvO/e6/X2aU9FlsC3F9VNjHnV2IqFxox+5DZ2kPpyQbNM+9bmWOTRnMbS5S5NA8wGoyMz3PuQG3S3U20MkZR9tFYmJ31fvU5ZyWPOC/0opzoU7eRxA9Lnn23jbqCM3REOpntkQQynjwqU2dUifkt8ddz029jCl6M5x3exSbZZ6yYjn+YmNpqMNN10BXUfKacuaA0P6n7rBZ0JkEbdpTHJ62G/0Hnn00mdeDgMAgdT23rMc9PYXzdNOG0OBjEJDV/jJG9LgmnmLTnfcvJnF1MGaXbc8Q3nLC9bK0Vo+AADO0x8njUnoYmqijru2Qm/hK1wXoL6mvjO28RR14XDOPthDVrA3xTaz1gTHkkTLO0nu7KLeZvGVyOOU6OsdgCbWMHjrMyJorWstMKrQc/Rf/4Dufu4gmSk9Dolgjczsv4fhPPmiEaAqYK7JtMN93l+G6fOqnBmVrur2ExXua263LW2sUpzC7ijlvRKNcVtHaFlQxOqK55Ou8Eq2S4YjF1yGKnW2oBramkQ7hZRZtdWeqIHkvVBhOT+4bAStAIJB7jhCd4o+OW26UUBT+ptBDpEi5307qgq1Btf0qKamqfi/fYej4Q0r+hXYcK8WJLIdRYCJ6+mYfY3RJfaRtsl4/1xko/wk+2McRmMf1jLRowFGYRiLTnaDTI9b0EnoEDyqnPsfS15kKk7QQhh2zL9QsWpLXA6LQmXLWFae+qTgKqG04I6C8+zSAm+Bdp+Gm+CuwTrdeYWSdvjZyVag1ovI+owh+vrTlyOk06U+7BpN3jBLDY+goiVQO+0LLQ5/kk4jSEp1OHnA1wBkdkSHuLqRUcVPVFNxIXI9M0YYLerye2SD3XPNlPtp2/ECbAeMET3g+n7ezud+yGOclVr6zwkfSfI8BaAJSNfbJDRDxTxnUuXufXx7iSOvpFloBzzHykAblF9cjCXRCRxPeo4suDMqjYQDMAlqOnTEAe/CPRqaeAbfGR3CGGfohoAYXae0bNX0TpwRT/jpv7bjGySczDPid2t8SvfmeB22k/Z9OC459mUxnea2pMwbpJKN8Hb5BoI5Up7tYMMLG0V/j6K84zggemK4duWDU/t6R+WIbh5+RPQ76GgfPQJ3z1rhM2RoJee/dzTUkj1tkDr1mw+IYd2Vk5LkGMCP0YUs5r7lRNnU5IBahTWBjaeu5bmUEHaSxzLxtl9HdWrB5l4VXU2gofQ1gc9uB7iuz6lZezESGtI7tgVYGR5lh4jy0pryDKHmqw8cqMXKDbrJVuUTuKmjQOsNF69qgXD5AGjiOXcDOlRyRHHXDKKeolWX1QMnJbKQKMaS0P6SuG33fr1V99Qwgw3muDWUsVZs/bQHXq0FLs9lu1QkccnKeOrVxAXwpO5SxDe1ex6WKeKxMFx7K6tPrj7JL6jDKNn3o0y8k5EAaUfBJEDDk0UbZoaEH1eRjEpZ2RvvK/0dcat1R+QnrOfjsg2xH+Mqb+bZnUY81C+qgs4NeyFo0kDOw81ZF8Lc98NHp16wPfKaO9xV8aZqzQBC12kLGXFuiDOjwtZGBkf5gN92wGfF3Dkj+8R987/MjHKUN1xuahm7bQ4Q+zhjE7vKuAB+TgbCUU5Gc2s3LYKgRhCirEngvUYMS4yccnT5IK4B5ltgOY41szScHFIj+nK54mC/V4xSEKQ7kZuqMsnVroDbL7oycaIYepGN2wTo+mlHRMcZSnKBbF4g7oiyTEbtAIppabE4s34UogpM69CWkAX8VGyNvrRKGijo97pupRqj00QAKIilcjsbKmesYimwyzr5bz76kP7Rvyt5Dtt5WXZPGQ8AwKAtZKSMNgw95tEbdCrrieKjZo+eOc94Y5znHSqa1UIvQw/YchVsuNOKvK1enj8bQx9w0utI/8uEGT3x74HpYEOOcdx5dgyca+DcXK5yAQkm7CKwkzedPFX5w7y9ncnYnVARPcYkicZ0W1S3K+2fP2NsFDwrVXHtctQ6+CSwlHMmREoQrOWIfWCT75MxS+sk5V0NfA0ux9d6cxv0E5//8bJ7R/zGO/Ii9H7RykZyzVXnxFjCUFXHYJ4CI/BvwESi40G9/jCKKKX3MGgTgO3NSt4J0KNIYJWfvWyrTP/65jifyTN2p3w7XwehcgKnOODqM81YxSDr/BNPQ1w/f+NiTsPx6Zj+mVmgiHSI34Bquw1intJ0NcGbOFdCugcitAGR5PJkFN79zrqEzUFj45AIj+cVq3daM9PNEEY7+4sogoKbwzVviecnOI8e3BIS3CE2cMG0QI9aoh01jGHni2BDHSASWIE/DZhlkznvqD8h55VGHvlkOVkTv8tjaAEvqWY+mA5e/uneteHhCguxsh9ASaVP+KBhbYBngHcL3euxxKBteu1jrkKBAe1b2MC9UAi+fPnHqVxmTxPJJx523+wHPUdyW/ATP6oGIsNeOsUMWlZHS7wQNKVNyrawpNyU7chDZEi+dAf1Og7Rn06EJB912dZvQ7Y550Rc7Rer63q+7/1s36co+T0eJsHmpQdP0z/M6Lrhk5LpF5YXIxdZQ7unelCphZOlwzzeFHtTPYIVNfOuwyjyF85jEFcXIaJ+6+oJ6rNE951wWpjF21gOAv32oR1S7bhZMj3fIiIJnHYN3bXqtC6l+1DoYA3dhCLz65O05eqV5rKAR+RAhbYO3oHxFtXrt8Qg5qlk2ZcwBCTwBpwSLA36+vdZjbSUIREZ8ZNZZOzuW7zhQf+Q6GPv1v/j9H+QDQjoSOyDxPI5QIdCJQOJkjE0kkB13JsApNUd6Co+IAExhZB9mmAteds59pjvIF4k8RkJeRnPmsVlHQskXcTC72MBmWY6EXbcJwIkcR72JyiGuRDe/NsupCB2um5CFV8JswOP0NRDCcIXL4ALMUswyNXKkjwQ7HILzYNRlLMDDWHEGX9u1TschQidDgCWOgWvvgpNCBGNgqgVs1ySdY2xos6b2KxCSRhVUfRCk9IO6LlYL+sBN76AJrVK+lNg+QI40rYYGl0GAxVvlj8ILIEWG/tie1TQelPXZU/FygYztW056xNHZALg5wtdgDk0BR8d5h4zgPCkzIihz9ugSq/8eS+/UrqM6uoTxq4BPUgiuv1hGJXLEnpdMQRuNo8ZFmuiwrGuyz8OBqPCvaPKYzYmHnWd1zm/Y5xE76USSL9U35IOO5HYW7UonF+vkeXsUzUcAP3nxvJ35JUtHhDiDenzLV3YqM/QZHQo8SSRvDARV5nS0EA0NA7sQVjccJSqN8lsdDHI4YoOIqi+mpQ+RO35xRuIc0D45Aa+5Jo8t7j3+vGoYHB/oE5TNNL4jVBcMWjcGURzEh0rKhboGiJavQzK6V3998dFkUk8C2RdpvvTdBUs/CY5zXznV7zP6yAX9Xq62BAW7dsvInriAAUTxzsVs3us0Dq373zU6lzKgIQLZZyqddpyd0bGPgJnr0EWaeGJfSz+LLj4h4K2QPPJrCapEnOlbHk+knHKe1rS7wHBkh7hV05LEc+Xdczf+5brXgJPPOHsdApivcdboWTeVuKYc2VYNjqjvhcggeIlrGgMelVx3ZSAjPXyFuCDSTfKkseda3Oh1ZoBo1+rSAQS87nGevroXSXEuWxBZF9gj1A9JnTd13ejle6r+feiLmwgJyZSi4Jg6HqugaVw/onwAX9jKq7Is6pSw78K2rD7E1G2R6QPeSrht2yf3woX2waCwCC9TV56Rx5/1C76XPsBNMhu5Ch45F5r6VtdSWr6wA7vACVg2yVV22ppFEzOVIQec8Ue5IihtZQHKExEAUGQzOHEjf4ydmyCTuR0Knr7PASD6cGSpAj8a4c+BgHttNjJOIF52hJ1FoInlixbKowMZbANw9TPpG+fF5zof/ee//5sEAQifxhV4jrBGWNc0AFL5NCl5uScB/k47c4iQauCJ+jVSCJu/ON79ut/veTwBIgt0Dl1cyDWnJ8ndx4hU+SJYBIC27Em+l80+jggkjXK4kk5G+G0fI2Z/FJgYRmC5VSqB1QmJa0VvEg2zB/5ec+rM8t4rz/v+2dKAnsU6wg1LERIsk3vQ51iYOEL6YW7BhlkY5i5sJo8SjYdBclLnWbSMqmYexr7rILBA5PvzHQndCbuyP0wDRk3tdbgKLgY+AlyO3aSx8lgH5qrXfUcc1qB8BFbayXiLSx9+dUsFRyFNBlrGgFAuwsiW2Qbw881sETB/QQwlhMZO2ysnSwhV05dcUk5wGlusfdYF0M8NdHh7s2tvL3yyBGfhPWbK6gwknQ5F+fONey5mK6covYHjVBqW0fZK8cAzmHAsD8nxv0Y8YpcSykvhKtVjXNi6kXEfIyPOnlNBRXHWSocpUr4jQVmjEZy/co2/oMzZbNaenx23T1+c5IuXY3iV74ODt6vE8/Y7ykFZsUqUry44pavDTdvBSXicp31xpS7tW95XkMp3y0gXk/XUgTyiBuHkUQWCtO8IAsfg57Dz4hp4ub9nlEW78DwLC+HtIbB8JWl03LajN8p6rXlQZF3vYFl10/v8vunRpzXqFdzAGHsr4BD8fBvkmutO8W/b6/fbdomzv77eMZIHkEQluZj4Buev0/d5noy8aSMzRshr3dZB/kEXkcw6Cqvad/FhR1+RNeWYfmgW3UAXnA2kq2+jA+iQl32BI5UOyTNoU2o1tnSROg/1aCQWNrcg7Td0dBMHMdb4cpoUHNy8wN5beAkk2OSZwbs8Vo/ypAUKZnnlVyPsNYUywT6MyKOT0s1FmbQ92h9TBwy9t4tCGEBmVkOdVL+QA2GIjqM69cHHp5UuO6QrDGrAj23guryNzsta6qhHtp1+cC321RNS9Ju2TObFoQ0p8LhmXjnBkrlM97NXd6EI18Fd3QwOym05HxHQpGZdECUNmrS19rzebaEeY5fgh9cfdXPAoe87rp5aRnqUHZd+xUP7GDoMx5k2f9KvDuMxpcGIRPgGOtBanMGLvbDkfUCweU26lhUomJ0etdC786nyouO9DLDdi7PtiIlYKxMGrAbwPj7qIMJyvhMma6uEyXHwT1dsB7gIs0G+dpk/Wqz2pYU0UTaUdyliT5T/DMLtdFUID8Vj39eLZqSRi16wARvmWOKS5/OHXhOcmmsnUlZiyfQ0bJ0qL7IpQ3lHJeVuQGdQCHANwjqlGLU4Io2RBCnFCrdJMaSUKRxtVsBF3Ir6MdhGUDo9cREHrwGnNgWUcsOx3ZapvZzRvAxIkBDm2kfKMTSFljFKTv/b71AAvDODQAd3jhDDhHQ2qZ9XAFL5/b58nUkrjR8OkEDCF/7EeXOlfDP1LKuxUDAhqFf7W75ELxvJskJNM9bhwGNRjXAYcAHbF9DII42WNKAEjgOOGMBRTh5KI59jtZ6OPjDkGvXTj16OdhKIKZipV4GVC0SVATsC1NBbhfF2j6vKF+tlu1mt2s3ttl3cLNo1jsLRjnSxQ0+6FQeAZa1zacPxoMtJkUcTO2XJb+/DGnAGR7e6mqTEDdIfGtmP0MZrygYAstEXsZA8UkgBlm4+qsdhygcU/XJENz2atPnsqPl1SR/v8dzHzGxbw+8K/tAbufRVstOZaxvMeyqnKiptU0e6hrbBoa7bH3GTlplaRqs5BRmdfjl+Nw1C7jdjQHxt9Gw6yW2J89N5nlZ4dnrUTubgDAyDsuViFR5bzzc9ajgcNR9MDtI3LkEmZNugjiAoTgIeKxS2r3pKkFCRPGXshqDu4tqnPpzOd6EdfEIe8mIXgkRfXKRDkgWZsACOAaAyLHMjhxwKm8vhg9qoo3cW0wEPcU0c/BGFphxPoFM2gPpmtily4AeapL2vUvVR5XwpFBl1lsbZC8tMaFyjaF3MLnWxHyUpFTgAO09kAMsnjTSmsQzkh1noZUmQ/Oa6ci/PyHPLExHgpBzUIucq1wWpbJ97aOfMWuSZmuojW2gCXW1DuXevCgpCHOkSyaC+5L303rLqStEyPFM+gGWQog4Jo+TuFzfTL++fwumwvSYMUeGktpzkHzvbolX25gRvj5CPlJFGwqgmcmwQIZ5pb2izt/fYD44/bP1aNS+d3Sc9qWeTde0X+/nvTpYR6yrnf8/CGU7C+5xjtLRN5CVoZ6+uGNgZjHf7nTYVYiCJxwA2SXmSxd5KB9voora0GqpgKH5Y2OSVX1SXwAZElCnhS9t6nwxQAGgQbN3w3Aasy1bBqvYanIZf2Tt1Dvn9z37vB58fTXUOCL2FQkAAsK9FXr4sZJ1FSCKV0TtIcJo1AWtGJN6DS9SV6wo4WpsGgWNBiJRFh0ZLEkGklGSZxiajnyaZKJUqvzoTbohTIBSOKpOd7KOIRwH4W7YuzF0gDBpAks1EG8N/ma3zjCArSTSngSUzxNeQ22bYJ/EH2MK0X78ghBBaQeGUpBIVziE+5av5orky4GY575v3tlPOXNungk7XfK97rWYlPKaQQsxfjdjtCHniyC/rBCxkEcplmohrOv4sXgH3vMxi6Is4y/t6CY+LwKaAYnSyqzcYKiIGFNJGnoAFfPDRTztR/d/4ZkBXlTPCeTgct4s1AcD7VXtz7TcFBicAPbwVIF7ioANSEcrAVVQsL2xPAyM+ipRdiTzSXpwmZSK3JH2+ICWBilEF81f955enSZRDGR66wAPyrWeJUuYUDzDvfx9NcPrQ6vhonKcBzo5n7YxAwG9U6ISymhgo4pOpeatSF1fLtRppeu6Udvoq7iKZQtAc2osXZyWvg4wHTujhFWlR/I5Sc9BpYB80pDn3OrCdYhRvX1fsDISyXbMNQvVlJgQxvj7YF89wrPNTjnT+tiPtMoPGobNFmQmABxOdqQGD+MN9X2G6XGETGOZHm4FPF+Gn/6RA8c9JlW4Ubcr6YQ9gskoaD6zzdrbFNjK7Ql1nZ7ylaL4O3q+w1SeRdeI1KnftiNd13Jm1YTMvMwFP6medkfxmU5gyGqNMDKJ4cC6K5rtJS3Hsb+HMmiDlPuXgAXXsX45pIyzjWF7kvSK0Y1llWSGMHYL2WbEvbEMSyueWCHyH8kpM7aG11dxM7vLkCH1wU/eTL0yRfnKs/HisPPS80s9fTMIwP/hb7wmsp8n84SCyJxPVzQ73l+E8pqF8x8PU2+nHvbx5fTM9zTf1/rpXh/p19bVsVZXL4kl+T2H/jWTRgXdhmRkyZJAFk7MYyp/yXzLrdYuVjTANqJlNH22XY+lshsURCDBJH8RbENZRTpzFysfC3DJIoCwXQ0/KufnRO/Xb9pTp2Cz7i8DYlv8ebTHXQj965aPitMR50cxG62WAolW8MwUe6oPgu+AAhRVBCmYBliNd9iKUacMw3iJUCmFFgc55KDzyMuUsnMdGJG0xw1OfJtBpaxA6Yx8ZPOxNHukQ0oxnRkHU1TCVg1Sw2IFTYdVTdTqEeLKZL6x+bBkXeFTZcqSKQ86BbZ5tyEudoe1IWO/3+tx0Rs3U6cIojXqyjXL4hZnTlyWgMFghCS01PEUXKvgXJruviJT6qT0ksnKNwwgiqdq3ziCQ/lG30zb5bLZh2Y5zmE4Sb99oJZ99I9jTfihQrgMowZKXBgQVrNmH6lu160KTzMggiK5wzQgI4dZY+b3rg/E0K57fX96212w6C1AEV+SEoCYKZ7PQXrC+1MbeS+/wmzaEl/u16aNOkhLgG4NOf+yTIJQ8xdStpgn5hW5Vn8Oce2BenCd1xdnndAsNYEM3aaHzcG3C9MDvPExz7j113wiY2xe2x5Z1Ealr246yq54BmfywLUfZFquNHDZlIXSvjqdd14VYR14pj/Int0JsS7lhsw6Upwz58CVl2QzHfDdB3k8A/Zz2nx8dtPPTWXt2Mmsvzo7a+ckE+HfAdLGvizbXwNhBS4IdgwHwlN72qAIjWxYf2gEP6Se+kSOOHfH7lkHrRIvIc8vLcHIspJIjuksdYeps2WjUEfoR/XHB3JxtRjByNh63Uz+8hAweYQiO6LOj/Ckyk8WIbsoXm3tnCZwQypNG8g7E8p4G97SlOYxseK3ng6wyKyzf4+B+Inyw8wXf7jNrAMzxcP1DgDHQBlj3AmKfd5WQl9GZtCIvMkh57YkrHuSZAUcCLOEo/+DgubN9sbvyXh3mWEKBsjtqstkuuARmcn8xle35kN+Puz34d6VfrvO3lTf/Q7na97y+dfk09b1J+9Bh/m149PwP8D+kX85X1j1372bq1z3VNsgbbV+H6/YfTn+z7RB9yO4oCFf7pTk0kPO6XVX+EYEU1y5qL7sOP7bPResKy4BbvPNab3gqvdw/BpfKHtXi+KlY6+qQFddHuU5NYLYz0MAmqq2yo/pMcchTCWzePkggz8b/tGGd0Z/+9rc+PzqaAhzDofEl13sfFaEDCUSc0nQazTZr+lplJ3Ll2Ht8SxrIy21QZg1bViRz7lu0QJFe+/79imLyKlCHgCJJChPTDtvQeQ1oCbvl6BTlPM4IS0IoW5SLsxROqlqqhLBAeVzOzL1MKces4VQoinBcIc86JWjio5LVTAH9NRCSUqQ42iFZVkOcrwqmzWJoMb1w0QBUKufZ8TJ1BQmcHJVBd18GvvDvsIVpSZ0GJ/Cgynpuc5bNu/uRsIxyGbUEJ8poaGOgyJentQodGoSmpZymjpOp98Npf491Qt342Dc3rxdeQAsbaZ+fK6wpiaA6utlrt4wSv3p/275+d9Uulw9ZDGiEG49Am0II/TmvNz0CS0ckbrnGxrGfYvVNhF7P41jUFbdcT5nCv/AqmtTqXJ0vcFU6ji2VRZ604SyItzPi7PEkNQ3MSF3cUGof9cvXHpEHa/oZ1+PDvfbs7BRnetzmWV1PO7RvFUeLGnbv6UWOgCdsn7/XwcsP6e+bvsRN469Dluf2wTdgOgUorvLSKcaa8pM+tE9/e5/TT/pCr0Lv8A866qicMdJRSQhUOTKg6Nl3rxsQ1i2hLSqGLO0TNJA/JQggE945DqVtRv4ujPUrkHk6g72qpvP1E8mOXqSpIHZ3B21NWXGSjz4l4crmvAQFfLUbBinaCICHZllgCH0p7nKGjFTgavpER+mDNJNf1U/5opxlhE4daasc2PfYC5L9ln721eDMEVGCPWitUYwNoW0hCkdZsWZybEfjIyw7JZ7IiHUsdOfAQbpxHBxNCjNC4CJQDW3Jn2Xka+matkPd93yPsgaarpMQvly59/Yj9Vbkuf7FS74x0et1e7BwDJ6ix95ZtOqHeR/2kZW/Jb9vT5NlTU/L9fpP8/qxqWjteZXNrC6p1+v7LtOSklwBpVyH97S86aku9/S0bE+ex0Y+yYsss7eqrJbfGWTEpv7N1NvIgI+9spL6wDQvC8ctQLJ3seXiAd9kWW9LRujXHnGm7odBDXDYaXulmegqE6AaHKWh9ZR91/Nk4SjnPoqqnHosbUNr8UoD1a6tpY/JB2AViZzFn5kBLsqRFy0fMHUamcraFjeNTlZ8P1YYEh2JoUbT7IQNmMoR2KAN00lOPDS6sIwDXmQYtCQiP5DyzVcdQW8bFD3puYCGFKdDxzVy1TF+1MlGnrjVYgnzqt16Nt6Iq67XoxsFtgtO+ka71OLc9jSQpZT2oY9qrW+ZGIu0VyMwYXhdfBU8lThKQL1aVFeCHpzZTAZQ4lA0qfo1+heuIzANpcEGTdFnD2rdQPXNtjmgXwXPFNgS2r3dSJ4ihtFHeNzrNHKPkXIKkd9WsLzgKiou+upUOpAerZo6ruZV34tv5VxE1lJFq5wiINIx0SUwbdsRpY4l/RInANiNW28NLHyzlYGV7bKnblhjm5bWzuIJXDwU+YAukS+uBR5GUZqZl5c/gYu9kAo6bqeHg7A4c8FuapRTz3LkGU3n3vDYe+TeAxcGjolKOvzj+Uk7OT5uR7Ojdnw0bzP2J+xVUDu+WS3b/XrVDuDjFAUyAEAVoetdZtP8FkQck/iLC9elq9g6M4AU5OfjZjrazXqTWRh5UHRHRtiHJ/TTvVPC9XErygzlTDpEtxgJaUEHfZ21/c+UP8j5fYr50aSdHvk2w5P24tlpe/78vJ2ezdvpsd8PqFfLrm8XtIXhAfesdzg5ioMXf78C1xcsZgUzTRgEaBg5ZJQNHfi5yNaP9Eyh45H8gAb5tGzkVv2lHDQwvp6MKUu8kYV+9C0L+BCwgwO2GDUdgv2EiTpDeOTirbZHWRymi2bd/AZ7NvIluUKKVNEPOGp9bZRIkpf+eZ5y6gMyG7r6qMKOURcw7St5wQu+GZAQ4mRWwAV/8jFBB7g46+V6FBexOp27Re79zoI2L4EjW29X/BOYgJf878Gf+7Ivyr2ySA1oBZc5LjvCJc0xZ3WcWTBKqKPKR9fbvjeVzbG+sOvYrZePfJGUJa977t5rT+s93ToMk30K7uAcGX1Sv2/Cdh/FY99h9Osdn6f13Zu0qz31Nk1P7a17tyTP+Wl73QIGHGk99XudX9gAG95A8Dh3HTT5qQTYzGZ28G5e4zy3Wkn+z3oPNu2gts6CSuBQrer5S/+KL+7FL7MItC/eAPcimwuHtSNKHElfIp24Lm1qcFv90ReLi7qX2/CcZ/A+lClf7WADTIfr4uw+MgVMb+3te8/qDiWwfWqmQEpEeMt4Shy/KS/SggkQG6KS3U2ESzk7qhErImuszAScU152nJ8jyzhEzjPNEYNZDlV4yWNzFXU5byFXFOUTCe7vdvsYUAkrfAABzHxfpUtr1LMztbcPmR5yREg5cb+/H/qgwRzglzDRjuVlGgC7InvslH6VcXTm9GxNr69Wq8fvBkRILAHewpcxUfaci5+Pa3UllJ60xRY6g8ahz5FT0PMYOfKKlgUXymTfz8WlH2dhpnyAnuKiYfdYQbeMcC2ZYCACWI6vBKv3v5LH1hXvCgSoab1AEFbhJI+tZl8yWgKOzlJn6mgzIx72Onu/duVtAGeO1kDxzWiEXLAPFyx48vI4lzyAvi7Iy0ZfvD+dr29h60Erzkj5idFkU4bGUz1KKSNAAs+UPgDDvsZhUsYZqilOcTI9ynFG7fBK/hs0CtMP//j+DEeyfp/Bl8WsF1c4gXpLoO/ezzfhhQy+MlAn52i3ZmvkIdfkpShJU2jkqFk6+qidcuPLtKStfNC5uO7EY+nbDbSzC3lWOPT1lcGcg3fnmfIKlVJHPMShggW3akOHoTPzFaX5zPHpSXv5/Fl7+eI87zcAdLu9uWk31xfh49lJff1Qfkpv6eemzLnzWIoVne2jsoAsgZL34T+MxC1b0+n8lfEBRO7fy8fI+BZeIkMEZpw2P6fLpZJ/cKlZvqGysmswLRD6XzIqDPKjg2V0Sj7Ng7axSYWHcCDNkIp+WWg6DCh8733ttUVDMGqZQYYkec0ucE15EiVwcSSqXriuohaqeq4s1KAhvKJcYAPPdTAGd0FMfCnjNZ9G4YC8atfCQbfjzLmgrGpHlBXTL+9Ntvl0M4mLtHFvKj3vNqlw7rasb798nvIg4r4GYLVZ7pe3lLUezff6ttHzTR2/jlO/1ss9PRemxz2/X6tU8OVnt6t1XiNrz02Pe7Y0qdCyl5ehEv/yFAZ8UIdtNwMWRCu40k4lju2YIiccAOacy6JUfR76Y2nr7mEbadQmrS8dRcLZdgvpa/OyIspap7D8xVRw2Abc8g4cjl08nFkZ7Rn4kEM7lDEPgauBFABAygDBW5Xq9+iPf/PTz2d+qlDBTkUQVrEsbQMBqiI5pQ9ARgfwPUT2rVprMN1oOPkRZ8cgudrRl2VQKVOMwkX0yjhwlCkXcJHpItkVw7bslLCNaJIomNe5qnScZGqM9vsoNfdP/AFbhneBcCf8PnI3v5y+Zeuaee47UbMgj+uOpvz4ik5ZRfVRHdvPddq2RSPAjq/J4962x6GVJ1YgFXxxUDDNCCa5ps3I9HOu1XXxEBvxK2F2RKLh8dx+lvOuwMbNGk6Vy3jzYTKOw8lIp6KVYI2XL1Ay0Aqt+OWP464wvQ+mwrcClwijC/wG5ahy0tC+lYJgCssZDX3UN27vRu1qcde+fnfTLm5xpOGBfMEh0mdBOyKzdn1wZxRDKFlDAfqZxWholDMdPaXv7H1m3QAys1X0wTJxpuBkS65rmEyR7zg/F8dxTl6PmIs9IEuf/FCOn96Vz04hV7BnoLckcnEhw0P7+PlJ++7Hz9tHHz0nGAAWcJTMODv+aQRyj1fWgotyH6eBDCvXyq1968bM2x791lN0jTJe04J02QypoWnJ0Iegzb0X+7HBtr02KAu9QtuSCZPcOUAmjufH7fTktD07dztvL9gfn8wCa7tZAwtcDr2VA847eEvdzdpZCgz7FhrDLu/n+30DdVrN19lKrzXllA9pStegu/cyS5fzLvwd8Lns7YLILnnep8/sCfSTRrlZbwBPfvSBulGPx37Ke/vNRpnYD64pQ8qsbXuuPESmoZ2BhHXtW26bRX+kbeGeW1i0rxGlS7muAFnHVdnBxT5xzYWBsTf8nLrd0G/lbno0bZP5LPZqtbhFXHxcETsoLuIILF/wovHebXz0FFzTJ22HC619eZJf4wRHoVMuCwPVBEnIZp7ybd/39w3eiiahy9BO38z75aT89HJ9b+rl+7nXntoEt1/Ow9CUXSb/lzdTaAcfDRCp8QuwTJbzuLfbz5/a1d5eL/O0LBBy7rHlTDmXYsmva337UK/armNxU55M4GW36JdCr2+KjMqD6i5yYsmSTQDAi4IXmeeS/s3C1LIYxxyBCxXAsfAvXApf6zuLdOQLv5Qr5Cj6S39sv76C2n1A4e9xp1HPy8BaSxSw1DWYFQZnXM1annSCVPLjqXXpu9MfubePMuycXkpUQ1UKSYAII8f1Cs1HOJI5e2QxyKYCBUEDx1+rn536d/bAzmcEHMuoQlWHEp0NAD22fUeMTo9aXhi5b6vD0MCCj52iS7nmvdXcQvBHG0KSyCGYQEMcHQ5Y2SexDtqFuzj8YrpPlNajMkf5W0aAOg4NaREPmLYdI/Zhs03+ctxvOyhIps64GK04QWlWsIIbWxZvyCjqCV/TK21isAQsQoV2DpPSv4JvX6SzZfN6XWA5jasBc8bCZ48D3z4P5bszr6n7SoU/ZYbm+rGjS3Hy2Lxqkz5RJrM7Kcux5ZyV4IKb5TXwqV+F/RfSVLSuU7SiMsBeHiPQ4T1bRlLuuf4YGJJCWorXBhz4JE2nOOa8dIifo/yZb2jzU50GADpt9ja2Wqzi8Nc4eEd5K2TOkTmNBafb5SJPxayXK7Z1nOez5+fteDpn5HxU97HFR7yQUXulcxPRTLHRWV2vgZuzDFn1jTyFRhRWdjOFJ/pkFq+V28EIAsd9Pf5asmJZ6xYdim/mWS6jdfiwI//OPlDQgNnXZo+QX9u42wFDGoH/+flZmzPa99bHt7/9nfaD7/1a+953v9tOT+dtSd+vL6+haf8wl60oT8X/4jWYcm5QKzfyfhCODnxPAVGtPPXz0jr9ndt2HbkETDEP2XN6PTN/lEfq6BxOFlrmNgd9tN9ZZMo5ALMlCKVonkaS72Rnr+GMgJlqLzXRhuiEiSphkj874tMs2idVMl9jkx8+5sleUBlpqa4cC0cU+vqC5EsDYMZZUEd4G4KoWuhFHyi7VQ+H9tVVX/Ec/REG52LiP/U8xte+kW9bYu91el34pH33xUdlLbKS89oCTrwk0pPk+SMdhnIm856ee5yyyNaH8pXveXD3nHx17GkQ4mY5tw/H9sNOfdg+4FZ2xDLuTf6v6wO+vfywN096VxvWqLyC4Tl7LoRtQ7m/jUamaqXSh2Ntk/zxkDbFgWNAwHPqDzhVGmppv3ri2CaqfnoTPcmMIOehCzTjoqXDQ8vp/7w+IZDUTmUKXzz4Cb3jXfSv4zhwfp4nKz7Q9rSlBdq1Jplxiq1/yusPPBr9w9/89POTk3kWBNX0fKFnwzVFSgPZq+gSk+NgJZl9uQVOBtsZA0ZFFdZXFKYujaIRQKCuVRzh0YlMU0oU8vwXxoKQxDc/K2ZDBI5pz45bJ8qGYtlRkdc5BJYEVCGoEwVlSxQlfOBpYIXfhcfkXrjmmyJwXuMPCDnWeXrdKT5Tp0fH2eKACHG3GMyspKeIfSxREr50AYeuVBwHM+qaMkXtiX3gp5OSB8FVBQOguGbq0WOIHEbD6Y67OAh7h/HxmFoRfL8nbaQpTcugGpwVPFGoR/pqJBrDCzyf3ojA+lOK2FModSrqJ0dvBx42n1mdQVkYU+EFPCffsg8HbbG6b1erXXtzuW5XW5yC351QQkWArRZ/SvPqc5wOP/HPtHpS8cpRRc5EwjLICRSlHDXED8eqczXIND+Of+aUv9Pp9BGcdBabDY49gWZF3PJG451V2SqKKNkvp4k5dlX4y7N5e+XI+WTcXpwctbmjPmAaoMYBU+9wNCFyJ4DD10nPTqdwjOt5nnxE38UV4sn36A1tWcq2zIvRStNkpH/wLuXRBQ0RvwRuyoMyqdDRjk7axWYGsZF/jr19oEPWQeY+43B+NGPkAa3mY4Kkkyn9Om4vXp4xkp0SBCzbxfV1nLNPdvh9/bs7A10dnX2qUf4RMuWHiGSeo/zVihEwNIu8OoKhjCv5M/NE9/JJWY0TVfK2uyTlBd6GY+rLIOfUC1UkS7F9SORGDspohoqWwchlQJGNNmzTY3iekR2HGYwMU8U2Z72U9fpgc4SpDFRwQPtcM49igWkFLnEdfTYTXA0CayGul22Xsg/yv+Q3t97AWfkECDm+kwNtce0B8qOHsT2fG5eOsjYfWkRe8vhzoNAUsDODJb8Bswc/7LcQ6QRt95L2rfDuKTI25KU/Q1mPy5ZV2exTRhsCzOTZJrIqLlTjasrVdUPdgm16CtekDAZXT59skDipYxzbSLKefMhMjOWGEuqFoNUF2488qb+5PNhx6oqnMJT3zs+n6em5cLTSULFaAZgSpQGwlGXlseX0NSlCRgY05lOo4FX/bTP2LNdyMXZBfkWu7Vf6qc67q0XbPo0TEaRp9UVbLZC0DQwtYhAUlrYBHC2bdS9kx1iklD6UU4ALv/vHDLrBS371gEiQ6oK3PUZ/8Juffe5I6YAgwLfMOd1ULQrEe3NO25JDdgRdBGwAobbTNuLXxURQI0GFwZDbjlN9lOV4ROezsMcZB3qXJwjohB0Vtopku47rHXXXFDaE2NRK2X4PLqNdYYfBRdx8pjWgFQrqD4YEzcq53ZGRJs+7wJn6uWIgcWKAJBLJvY6ibz2JgfdubN+iWWiHgcs9GTvrW9r27Cd7pzYpA/phhM7A6cLeno7XRWXeM9VpZVpb2NDSPlOsHEoMHwIr48VZgQgNairR5N6uSRvrjCcYNhgfpw5eeVWqiivS/OXeE8mnOiIswO+PkWT1KLJgOCBN0n8DGhuxrgRX4GUw+839OqPP2AXxAV+dx+1qSxBw1765vW4Xi11bY+hqjYZ89hlYaEY9V9FLC9xXeOprg2tVNlExI9kKCIo3mXmgHWUz8ur53mGcWtaWIEv62zziSEAaHuDQpNmCkb8jXRdN1jQ0cEQZ/kk7UYdqjXCp7e8e2jmj5o9xkN/99EX7zifn7eX5rD2bj2vGgQ7YXj6qE13xdoZGERhDv7K2Q1pKmzF5zqPTrnIgHcnJ9f5eAWlgks7doKUgm6YpPGav05DY6mycPvXzTnCK2rb4yxvrC0sZtQ3lAg63w6n4Og3p0w97bU6fjmbjdvzstB0QICzut/BUelDn4Jj2Zm21wXmR84B8G4of065fMNzRXr5URvnFQjkBW/ohfRVhbxnYBSXMtSCmOHny656/M0VcH+RG24I4gjeV2MpUkE8bPlFgIGeBPJLFdWXaH16B8sh+SKNMew4OnJfO5CA20zwTValn+xpo+hZE1C2uCRccs1cyaDsGFrrGQSvDBqLSWCMsjtBY3c2tQ3D03D4425rZAeTZJhJ0IoPaAet7S3VB+UX0DxSga7evoq39ijOhHTgXGPYztoK9apBbpRa2X/C226yeF/xCb3pjP9gs06+bIpe00gd8XhLv6IZiKCbkJ8AR3pM2TcKLQx4Sl4NcvUemNipnC38VDPaCqNlG8s0LjvRf0OwTQKVeHVs+QTuEqNtgQS50EY6p97Fv9r9vdV0aok1ec8tv2NM/cVFY7hjMyKe0oSzERld98c+AR5jgl5LspWK1QqL/UIzL0oFzZSOgkQ+ATLB1c5+ksT5lnLrPzBDX9E2IeXjs7K6DagON4rv912P2snZeRlVfbdPbVd6/M/D3SYCyCRYx6HSWbtNG//C3vvW5BrkWGzlKoCAF7D9msJCmsR0/RTAEsq1h0/9vGIE6uvMWl0pdCxWKgCFKOussgAaxiKPAPjLEDJLw4oR1dMDN4kCuiYMssHKO7fxQR8LnufJcBkPxr9LBNdEqFz23nS4MElcD3s/jaMWHYl57uoUcMjKCKZ5Ck81BKTAiADiaHNNa71t3yK5mNwkDkEObCLbSQB1XXTtNq6O6h54JkoZk/Z6sb5umaqOOTeI6HEEHF8A5ugE8jMlq7sGoCUNhE9X0n183BmUEK9/rEs12PNdY9/JS1PaCjy0qvNZFOGIUdxg+5M9PxV4t79qXlzft3c1dvodtigEPTV34Vs7UKXZH7eGLQmv/NHmUjVwGF2trmGkjtKg+iaMXDWDkj0FaImCO8/w1+Dqzc3uzyK2DkbiSR/ORZwMS9QAW5mU0RwQQMxzlJ89P2qevXrRvf/q8PTs/bse+XIdrXR4OwFfHXQbaIIq2UdYoqpPz4CDKyoGBoQJcPNTxy1cRsP3ia+TXLPY6vgp2LQsdlFF1K5gHVOpX3+WH/ZY38tNHMTeZ8VjhcFYE0xuczsa8nQEbhkEZi5wRyMt/iDA9Pm7701m7I6jyHf+vX9+095eb9u79ul2vNnFmY+jkS32kla1hFXF4+5T3i4E+ggcfpYm8TT/KaDL4jczUjI79oG8Gbhp10PAeeY3upJl9Vwbd5KMybVOlj1I3VDCPtgyKkudfCOnlKqVTNcvU5UT2u3jV4yqlbosbSFqda12uIvuWJZUjo37OSPILxCwX8eeX69pDjbbXKCbO0XdovEMxYlcoI5+V8RXHvr3VT7tyGF6kL8JUQIOTNLVNzpFozx1AeM2cbFYgBZ9He1Apukt+T/269HN7bCsYV/2qY6nSewulPJnFm2rP1Nv0+mMi72/9mf9ks5ypw6vBUemOcmRQI3+epg/9UfahQ2Vm67i5iVOVKxz7Pof+o8/yobct/l63jwkyxEJaUa50vcOVFm7WKrtTo/APOJiEZSBcMhTBHGRbv4gcokjOKlom3w6gXsbTVrZddDqP7GK3hBvbI07KiPrij1PJY5uZhbMEwCNfdhF42lQH4ZkJ85g844IEAXbSqWMXJghENLNQh9oVjYKAkYfImwcM8zR4azRsvUHgFXrbsCMIZ5hG2bycQ0LFMbmHIF6zI1xPOYipYsh0z1W+jatjgFdOvFbn2hvJ+AtMBY6ECtNUEnolM+xHDzRSb2AsJ1yr8hpWgRehhC2+tAU+KTMIX63ar3JBJnUgAr3RGSUFRglGTod2dEQmcfZamERbve8BxzVp5khNgco7oclTGEOPkrLHuqk/5HlsvuX7eYByeoih1nGoIOLprZRMbxZ2FW2SejBkSv10qfrl/XXLebnTPbMJQzIqDlWAnXbBSxLQBeqN2i2O5Gq5a1+8v23vr+/iCGILgWsb0tT2n/ZVXJwq1Yh2mllWOVGAQzfODVzcynA5havjt4FygpmlAob3+3N/f0Vw5Sem6YPdpCUcOsEvdPdTnmMMqysG5ozYT2eT9tlHZ+3bn7xg9O+rd2d57e4DjjQiSZPeqjKYCrHJKKdqu0br5hsMFJ/Nk36dzj31vIycgSduOkVrd5pI85oVcVSOnEE7R0MZWYQm1VcDAOnrs/p+wOdmsWwrZ2IWtxyv2mK5ale3i3a9vMJZ32YkJTZ+6dGv+d1CJ7/d//Zq2X7689ftL/76q/av/uJt+5JA4OvLRXt/s8onbvNdAvDYh0d5jt/+PSBn2720531IcXaTz9IJAYm9iDqAo/fLcyvFqQKQyHoh9/yoJgvNfNySrx3RhtRFtpJ9LuQ0gQD7GFthKGOcV9CunEPLoU4kODqhjnD2aAsKvjhYrka2ZYdc65JRICUTpFM307Ncc2ZAHGN7bAVchB/HIDDpAaB0H9sWvlsGGGh6ZgL86qMzZaplPUUSyeKkaOI/5SF6CCyvZ7pduOmjhT6kzoOnW09dDoX1wb7UP8/76Nbtw/UPdoYLj9eeljE9bec/NnV8epsdpvkel85X6jj3cqZevuf9+7a/mf7dtLN94dq9qqqMlZ0X5cqvup5nwKL8REYrX6es5Cl0lglX8R/y33GACwMT4FvEeqlKvymrLKjXBpWlreLC5uAog8gqj/ZbKT8b0RY66LE9a2VgndlOAJKDNnIeZNroj3/725/7TOx8Ps+CPmto2CIEFMpKaZQvq2ejMLaIwcWAqHSODFYItU56K7IqPUoBOyjPxvV8qpR9XkoSpISrwS4k+ihU5j4ym7oaRK+ZelRuiuFnb9koLFXiqPwBRycahy0VqWMwkClujFYngvVkZFfy5FGunFoJXoIKRzEwzGv9JQ62w2nKuA/u/Ax2DJrsQoyDcFNOJaV9tlJe6ws7LMuIQCHReGmELCfMEr7qt+dupk6jtEu/Cg8hJTf1Pa8ZGTbwr1G3gkPZgKFu6CS+CuCHNjr84AI15LX4eu1pW9l7Lm0zmpM20QpGw5Yft+VuD+exaz/95rK9X4ovl1Ok4BQPw4AEgjp+R6/eSrFv2skkysrj8F7j7jnHRhvpL78EAQM9KoBwNAZM8Hc2wAUyOnBlEiHJSNaFg6cns7yVboZjO54ettPjKY7/uH38/LS9enHcTsjT6fGn8IVvWRWvDAFrt94UbfjFoYC0r9aO/ISnRU/lR9wiQ5Sv/lSejj96M8iHsm/ymjyU/uEH2RoP5YiMyg8eFpYH3m/2dd71Jb/lettu/Zyvo0xoorNfbdeh04jR/sHhDBrtUWbVvvzmDY7/Z+3f/OVP2p//1c/bj7+4am/eW8eX2BAosOmknIp0ncTxeJTgFQTj+He0vVxucntEPA0gDfDymXBoo7wVvwdbEqc86C70UCcdIHhbx77p4EJX+mYd10VIG/21j1pJm8gxP2lvWRs2hxrhRZyyMOBDdJ6r0kwxTZvwJgON6AA76thWDDkNm5dZGK9LYi9yzaZqltLCXqhrwpS2Xq8ZTQXe6wOvOPZ6XggEPxLAAWhtEMCxQRzimhkf+wYG/MrAd3ugLYvO0Ihs91+CDfMsGbp82P9yenq960tlsIl45O1vwgh9SeY93czv10xP6/zHpF43ss/xL8Pt525dd/q5qe9DE5LnHj+9/stlfzHZ/oc2Tb1+nQuv6jq4cC9bq1yvZzHKPQGfQ/LJjpxZjpLxT9of5TpBAAOR6IpySNk8th9bqBxpx+V73QJK8IEcZTKNRg2sDUgj51yrl04VTTWP1M7AuGZxtYmFv3BT1hJ/9KNPP1fqjmaz5uNjhTD/RD5Kq7KCnDKpcNoBris80uGOXjvKWmzWede1Ghrn4w9ks8oRhAwA7hhFaZidRQB80lOGdodQxxiEQRhjsLjmZvkuuG4imjwIkWMcng7Ax5VUQlPuzUsAqGL7jghkHtWAYRAAUcnXaKvTdlQjIFwfEdNQSweVz3vJ3cmaCg7t06bRnfm590r5MEyiS2hwDwMoi6iknYiESNCe98KrTfLZ25dyCkMfIhBFK41SDAmRXhwhyfycWw7pUuiePsEgKXQ0GXXrlAYDZz1h9WQblndvPzWqBgGdN5327gObYw2dvM67JESXYx3L7m7E6PO+ffP+tv347XW78vNx1Z20bX1vQ/X2KhU/I7CMrhRu21L5+mtVpalBZ4IOq9GeozH55+K4BANctw2vZ1EWP3nkTRnfG38ICeaTfRz/KN8C8BbAy9OT9unLFwkKTsjzdbtns2m+7uW9uMENND8yEwc28H5/UCwT2Cbf895+ZD4yQwHa6WXd6+y9py8dpKMv75IemSKncuBHBgpYaOGsmbImRuoEfXP2ygY2eJE1MuoCTx2+zkUn7mjfNzX6Bsd7H/W8PyDY2m9rArOL99ftxz/5OiP/n//8qn39etEu/Aog/FpZh9ZrQxbYGzwZSB2PCY6gvQtMDbQ364e2sAKyLS+Uv5JhUcfpWU/ZJA+CJr8CTXVC/HHwZpKiV9LSOmQlOECvsnAVJBLcFoDw1v8hNimBWb5gSFngiIOX5YGyk3uj1LOc1+RlZJ2UZ/xD6g86UbbHAISEPmhXHIYALT8deXQBnGwnei8udJjilOg6VjLhLOeawCyPX5LtQEo+qcoby5OXdS3K/wDLeqanulJ6B0wNPOeKQLcXylbJDggN571uyWZd7yllU0YEvGae9K864t/rmtz3PPfCrj7Wtf9Q6rDcP4VbdKw2+9b78Mupl+3tPk3md5he72397bhJh8rvZXo5z2tffR1OfyFFVr1glaGMm1g5s2y+EhqYbspLpIJybH70y3eOAAUVcNCyw5YjH9qxgwoafMrLdVd3+Kv8KLd52ObpmzR9r7zAE4N0IGnjkezwNOThmvf/FS4D6MxqMSi0zOgPf+OTzxXKmY89TaZBbORCCBdTgaz3knWwRhylS3SG4zxDDHQfLdTwLAkEttaNA1SYjBooS7kovIorWaSKcADWR/d/20b/47hkYGeiSWLLYJ1Zd4A6DAlBIdruxtMp9ppeV5HyrfeMMLpQy2yNVDnUD0put2NSxD4MMWmkNQZVB4OUc6exwUe4tslPvDRsPuZYTpr6wDvYPywHlu4XHNsqRXb0Az2KwKlv38TRvlpHR9L73gXcc/dlpJxyllaYJ8o7ohHHGo1IDxeGef916IMwuOav2ipF6nBtOzSCjzpW2zR1fhRe1b79ym0DGpbf0m+zuWvXN5v2+u1N+9nri/b6dlhoZv/t5oCfeHe4HV4MsPB1AhjSPMqlc8+ra32+uvC1RBlxeB6nGPYGX2WuAgV4Cxxtuy05KzWmzByWnczH7dl81p754hy2j148by+fn7VjHP/x0SQvBZpOfVyn6JRnvMVJnoOrtyz4B11LNnV6MZzykF+/dyif1SW/1FeGtmTIzWPpIU9CA/GVNsqldaVC8i3jLQEKp20uWSegS18Mwm7Xy7YgCLhdrtv1wicg4AX1Fz7n7wI4qODrnH0a8gr+vHnDaP+ri3Z5sY7cTGaTdjhx9E6AdHJE/9EzdRw+6KzoVvowgs9Hh/ttap9yn94AxEfk7rJ4EKyCJ7WKDrpNzr23SdHw2ZmRvMgH/EIzOkW4ksdZ9/YNOczU4ljekRBwoeOOoIaaHA5yCX+KDjQpr8gLPDYagZ5wnkbtn85Vu2PyvzohPtFzCmjQ69aNfTCVjCUIJfjSDlpOmXevvQO58KPsZOkemeCkbSg+U4QkHGe66KOvX7YUsIECbwxSCAYsJq4YaM2bOiD9TNKs6517cXAfnaGMTWQGUnyo3K/1TTkyRSaHfZdBj3u+/aA45ateL9evW15Y0UGOe57X+/m/L0WeKfvvg92vPU3mmXqdXq7D68njXtZrT1PP/8Vk3Q/06bCFIz5W8bHfp+lpN5UZZa7szpNEvUgvZTFP1TeBaQsya6ys1O0A9Vo+0+vH9Uo7nOZuD1lk0Ly5Q5dV8gN1hbroDtLINfQLeWHoDZ7Ut+9UFz1nGBx4L2+XtOUL1zaREbBNl7WtvrRs9Ec/+uRzYOUFIrOjOZVBWxxoyHucUTcap7n4b+/viaiK4uNIuQ+JUd4gdE5r5d5wnJqO0b4w8gYjRT1R+EBcjWUntPvOgEem2mHqSNigAwGrXjlaUwUBCqpwrFsCLQwZYyCSt7RZ1rYhVJ46SKp2SsGrrpbE9xSAMg7KtwVO49zkSe6/UEeC99FLbyt4osX7DBH7LIDZGvaaCtbBq5iFp4rq3r5Y0Ol0aWS/hOlFF2oJ2TY7TbpiK6SdBqYP9GBERl3x0/ApWBqkmqY3rwcytEtfnZFJe0PyOLQXLxPlfCzJvK48Hvdy5nXcXKkfp0if5eR6ddeurpbt59+8b1++WzRiAMUMLKRRN4xl1NwXLShAIUdsfkZZeTOzHEXHxUzqUN5fH20K2eBAWXR2J6Ms0eGKX+9TwaSS24x/ZwYAJ6ft45fP2ouz0/bR+Vk7O5mjB9N8Gtg36x34dU3452tkranzUK73I+sgKk5cSUTNQb21ETq7t0/pnzQqfL0Weea4InR5Ks+EoayiyhyPfKrDPkZ+bCGtII/Kjd/vR3EpKw4JjriuDHttSd5qvWUUD/19F4L36PNSGQIY6qzW923lbYLFum2W6DbO6JiI6ONPTtvf/e1fb7/zd3/YPv34VZseHbZXBkUfvUwQtCCorSlrKAGOE7bTyV47PyJgmIAd9PXV0ItlGbbIM505ZBsf0l/K+3Ix+Sc8n4LZCYw/ZcEZEWXB1zhLEEQgdBrl6QooQN88yAt2lG3K+bik8KRBFjaCQwJX6FY01ppBQ/KUkAQHVHdLsAU9MpNhk9DNINy2tE2gxGaAXXjlsS1wENesxzCYQNfV5cJL2dvShjiVntDMo9xW0MA1crPehUAGyaD+IXjr0IHBVusawAO4HBYMfsGd+u67fqaPnHMQ2NZNGbanZf5GeZL7nm+fTNJONBW3GsRV6nWE63E/77B7vvv/2CR9TN0OdFjC6baln/dyoSl5pt7W0/OnOPS9qbdlepr/IQnjA806nKdllSFNuVk9eyhO+cq0PuLCOdcsw/VQkfMDMoSbfO3xAMOyY2TZGTD92MhoEPnzkWZly0FbBsvAGmNnnDHwVmS+gqm/JTjZQ/ZGBM0jdM2Zeh0+1EIvVu1+s26HY3XOQbG80j5puwweBh786e9893ORnxMATHwmOB1B+BECR4++V1uFLQpQQ0aocBwCks6MEgw46t06zUBdlVCF8u1vKryTCjbqKE5jqCL4E0IZ9dCrmC8xLA9xVGCTzAgBqevmsZvlH+tnV+Xc93yNrXU0FPYrOA8wdKqZHUi9Yrr15Gkep6PMjui/Ol5tJ3hxH1cn/oNzpr++O9x2zC9DZL2C62a5QLJ9r9NWbkOQl+epdQJKEcmylrNeOXnxLuV4GgRZxmS+uIaGnNdMC/0YHK6fo6zFZSgdVYRlQfvY6WESRvUzlKKgeNunakP4vU3T/0zZfzZptmz3nViWfVz5qnanjz/n3gtHNwLmwjAkKkKcAQkCQ72c+SCK0Lv+WgpFSJQXIqTgiBQJgLDXHNeu/GPK6vf7rye7CwcH5GhX7372zp25cuXyaXbuukbIgK+vdO9/yNBmOJgLe5rHF+3t+V07Je0aEVKurMtTeL3etEV6gFeCRZJ7Dy5tIq8Iyx9IF9yzkpYs73su8sY9/JE97i3hG3n48zaErvi1tj1aa0e7W+05zv8jnN2j7W3ut+nR1i6CUTB6toYyyqof1vLtBUdrVqBNTbHQZgINcXKNhaNl1RbqEzXr5jq/wUIcHb1A8WiTeT2lne02l6MikTkdDfxVPmoNg2/tDCjnCFfRq9Z3GCxJeeQY5+pOc37a+xy6T3H8s9l1O19c4ah8RRKHSz2XeOiL6WXwGA1W22C02h4f7rQPn+63Z4/32xefPW8ffviobW9t0o67drOYZ8th5WDuqBaCE5kA5RHNOhg6peK6itKv+ZwyPBM3ZQ+yhf5ZE8Rp2pDAQV3bMJIgDfGk7fxyb8CQCIN88kz6SeqsBVBfdI7cZ7QRIwm3Q0NHJUXL/Hr06CT36oD8jMwCNEE29zfwQjrG0ErXyI0FKsDVGJMUHiUwgH78cA+ymnWQyBoT8lguI3zhCTiKArRQvUAuw7ge5pP3Pk/AcIU9gnd2NoS50D7yi/Zh/8AZeF3us9ZIuTcndWQUL0Btl7Qmr/iTKr71qGjTD689u751+QvOZNMOWT6jWdYVYgLbupZ5/RXuw+M9jPdl/kuH+fppuX70YKTX+fDs9T6sr58evYyHvw/tZy/7MM/fPop2D2H97UMC8WPRB8WX2clPInBTH2RURt89sz7g2TEI3gIAlgtqlRGL+insbM/N8/ANSRiiAI5YjpBP31TyddwJCjXZ9N5zo41j01bb9vC27UxW2njjrg2wXWNEarjp9OVdG3G9t73attD1AXpGzB47qJ3aBIcNbef/9n/4vfvL08t2dHRE5p0QyW0+sT2IKAbgnpPKbjVAIYaBQRndG9JcKHQ+W7Tj88t2AQF8p9IIeX3dr4fREEo5zLd2O6PcAsOmAjqusFQ8YJURXzIWwBo5BdEV292ZKyB9DtxrFfoGo5y5f0lLuXJ8xUCfJS2EN7ARD8gbY/xeYH0ew6wSk2a9ctDn4lNw5HEJkHmz6QlwyigYJEDMzU2Mge/+akh06LUi3OEWy1iPDC4lRbAthTGw7TJ/DIN1BOntIUkLDLj00Wk7Jy3NXfAlLh2e6xOEGeNGmjsciq9DGenlcA4pK3wNsl+tq1dQpHHkNvW/c/Lg7buo5Zigub2t26K7wZnGR/hduTys33KD9WHms68xWM4lX5wv2ps38/Y3X5+0v3k9az+/JF08wCEr3CkrTNsnjPRqoZW88noF4fZP3KShNJNvZC0a0IBEzvxqgFWiKJDygZK4YbKffLasDmvXef4tzvGw7QwHWe1/MNlpO9n0R14pk8Air7SSho4oWJevAa5rmGm3wYCDtnHQyht/ZspHdoKlcqx2V3pkGsjK1R365IiS9FKGTZO2HpFpFHzjzkCaeviz7Y5EaTiK7uBCnaUL0JoEt5qd0rM/v7igt37X3kx9K2Dapo4CXN20Ddo6Qy6ms1n4Y3sm9PyfHe3SA1lvO5xHk2Hb3t5su1uDfDBJjF+/PWs/+/m37RevTts9Qch8fat9czptL1+dg2Nrnz8atC+OttrRcJVyNT13duYaBOiSt2mgI/zR2aenI78etD10pQy3uQ69aI+jQG5WdHE+a2enF+3yQh4aXKjllKP3c5fAHXoAO04d3kVvOe7JF1niXtlK+Mwje+/Knc+uoYt6MKBdtlUeuElPRnHAIw6Ev6AF3vlSorzMwktrdhV/TQ2sOAJmBdov+WTJBCXFe1/1SkBHQbhJ/X5Dw50oa6p1YzDKDo/npDl64z4BNy6qJS2jB/L/rvgWO8WF9Iu8KlPkryCAdiMz9Zqy8lJypd2K1wG3shXAK1LlPvaRhOpgIHVkz8JO6jKjz62z5/X3oe73e0+f90OYD49e5mH6Q7j9vufz8Fk/uk3q+PR78yhHD8t5+LzDVXd6ue/nK9p0+hRu1RF7mA96OAJF0sPiy+zUD11Id3OxGim2BAf/GQD7uuc6mbXJysg9vHGxts1zW30devbrIAj2K6U+29+iU45D14k7XZD9J0iP/nBajxGyfuF+bVHYUh9izAEOKha0dnTK340M12k/4Sm6gGmkkzaPLqz8b/77n94fvzlujx49bo/2jxBMHAURsXMWyD7OG4XCGGpwEEHgoCwShcqV9SuQOcbgXF5ctmOM0DXRg3On9kAqwtGA0vTbebvFGN0p0JzupOcCBfkkwlnQQB2JSKGiiuOHWTS8Cr1HZ2Y5PZXORqOwnMII00mkSOCowFlEBcZGVhpqh+IUEAXeOZMKCBSDqh/oUaouLDryUqQy1NaRtwSA34eh4yTJbhmHFXVu1p32oFyIXwRGvnBJPiJ+mCMeGirBDPlPBR0MIDrMXoRW9oh03H7DoJyzcCwj/MyvAt/NdGz/fGYQINMr8BgiQbbRerWbrktwOiSCSp0OKWl0QzB5a0YqMBAwRXLKDr9vrwDbM9Yw2QwbHIX2VEhdCOjcPc+vr1fodd62b97M2p9/ddJ+cTxt385wgatD6tXQ6tgoStUaXevWmN0iP1n4gmPDF0YGVPLs8pYCRcMs+KQNfsXNDZqkt/ssJBmg+d4/Qi89766uE/0e7e+3g/3dBADc4qDu6cWO2u54DH+ErxxIFBVXY6jScgPNbWe+jmge6nKRq7zu86/Kg585Vj9CFxHlnzzxFHXbqV1NlEGatHZqIIEdyQnsYJK44zIBw0lJ8+jkfOaCtnz6V4Cg6lD/2eWsnRIEHJ/hMAkAXp5P82ogFWeIPD34K4zEyk07IPB5fLiVbx7sYGRst1/5G4DXiG6Heqmj1Agen5y3715dtLcnV23v8X7befRh+9nLt+1P/uqX7XZx337j84P227/2eXu+P25DhyLT9AHl3QxHQ6XxKqeSToMfKSN6UBuG8Mb87gtR3wUR3dKtW+i3WJAPep8dn7XXr960N69OCErO29vj83ZycpPdDq+d46QeRxp9tU45Cb/ocUG16EvhUXykVfCveKn+ZWMv8ir/jnZkTl1eIf/JA4nlrTrufhsGb366N86WMjMDeGRV7mVRJrKg/ZX3SrR647Vvpijv6UiRFp6jT/O5uSm2MaggAGN84TSNMTx4OHJCVptTegIentoAOwtlwyrgkX4GPWSjDdau7fHONnhfApPg2pZRzvbF6VGPTsVLbpLXolKAbEt6mV7XD49+76+2sd+b//vlHl73/P34L8H36NcPYXcaKDcdRj98Fn/AoWz0Mg8P73Ws/SAbhzzP7fsjPIdf0Mm1bUUmucsF9MtrrshZtgsn1Xn/1AS8GjXEtgPD9SjaiDs9MPnW0fGMAKAnQ+2zbSS4H+AbD3cH7XBno20NxYdTu7CCvYdRds5Ggw3kUl9b/K3Ote1x5BfbodyIBfn9suUqMmN7XWC+ih+YTq/bWxdrE9iv/S/+yQcv3EDF3erGk0lb26RCCCPuMXwYZLd/VauDAFXawBhDxR0Bzu5Y4g+B5kiQi2iiClSaXjF5gs+Nixt0IigGRCkmiC0PPZVECUdDKIUC1XoEmSkTPb3uzCX3sswyXey4Tu0R/jrEM4sujKR8Rt5y6CpXCZVTBTq5ZeuWuGngq16vCwfrVVpSe91zut8zfCgldNgyRoeag4cwS1BLN80DFEFo/ICnIsdpwGyduLSybDYZAs4dTtaASGNpezIkGNjcA9c8NxiXCL+40dYuDFZv3uxeJn6e0kMcfUj2OFzno0L/gu2vKMbALtvvkRETrvu9TTK4QqYJGoFnz+36vh1fLNov3162705v2qW0of67NY2WElC0kFfOhUpnX5tKEIH1s62dVAqj19LLGtME+Lax6SgJ9KNKN34xkMqra8PNtrc1ak8f7dHjdc5/C4Xaypz/3nhA5E2wRb5s+4uBp5mhURZ5+ssZ/ktvKo1cQC8Na955j0wqH5QTM9JjaKQpyJlPWD62rYL3cCSGhwnC4qQooyxmtGdtQD5zluyr4AYGBifZFAnaqchO6aBh7Ypg4Jzg23f335xB45OL9vL0tJ1fTrMvghsEnXI9u8SJb6+3Tz/Ya1989Kh99HinHQyGbQtYvhGRYUdOaaxz0pk4gnB8ckaAQvD06LD92peft6fQkYdZZORHhp4STPzqFx8RVIzTY/HTzCMM1sY614O7NhkC23MAT+DROkHGgGu/WLhOXV7bEVjFkWp01zfuyYsBIwi23CFwP3i81z775FF+Dw4I2LbHOFOCYxcP0ms2OHSqskay4Ad0k+hhC/KvbN1qEuxhRYY4aV9GkZAXbshLGnKXNQnyVv4UY+EveKufsUfmJC+6ban00uGXBj8vIhAkV4CghCorARBZEJw2UF12qH8xu3JANTgYSBpIOKI6T2BBTRp2APhj2QJF60iIzJgH3nkdpRCf1OqB3CGHyk6NVoqL+ixIc3BN2eRc4mhapBX8vTdf5H95/f0j9mZ59OfKcb/2N/aYs+ftz/p9h/39OnqabXv4zOteR8/T0/z9/tHzePS8HVY/Sv/sEkgPYVd+Yfa0nJLZbDzWLhqkLZmSe0hc9hg7ZicnnSwee3hlvfobz+BEvcqS+2Q43efoTWwqcuyU44AsO6P7drC9gR65E+pdG6BXm+u3bUz61mQt25dv8Xx7zDlca9ujjYzk7W45osc5GbSd8Tonzyfc87u7xXU+K46toU1X0yknnZd//lufv7g4vaSCTRR0jPGp1dBgDsIgC8JGwW6R2ckCujSW/xHAOxq/cCFShtQMBDCICjhCKJEkqATSt+HVAavI01jgOfQvNf3rvypBDCxnOW6FX4ctgM4gQReOMlLDRebCSRoLL7/JyGldXEt8LtLrIi+3yadxtqcpFjLNyNirLnD+Faphaeld1K7yCCvtREl1wh7WU8potTrk93gLq9PFkQIJ5lMDEg2U80Vx5hifaq+0ppDlIKv1eXRaeIiHZTQ6GbYmT2gInSOoVCoOMXQUt24JlHlv0hXkjJrowMxHWfM42RH8xZt760kD+JVX4RdlHG9Jb5V2GwTOsYwnF1ftm7cX7c0F95DFrYBtaIxsaMmv5TlNIjEyJd3kORDJoYPlSZEVvOCX+NMOSeo2so5o2OucDHT+W+3Jo6P2eG+/7e1sowyTNhmNMuSm03dhjfP/bo5lT1TjHDqCT9BJUEVFEkRG0zar1vRHzOBRaGwWcNAZSJ+MKAHHM/KY57arjKH5eu8kBhwYyUP9FSRXnm4spH1IXZnCEwMd58YXN9ftAkfymp7y16+P2+vTswQEbt99tZhxXmX0YLCx0p4/3m1ffPKsffL8UQKgMc44chpeYwAgpmsebK8OTFq7x4BOdjIet4+fP2uffvRhG2I4zmaL9pbg4JTew2jzvj1xB0Uc/+0tAcPNjOBh2s4uT9rVzSJbki6u5226uCQguQzO11fXXF+3S3B11OpyRpnprE3n3HPO3NL54gKm3iVQWCdA2KANk8mwPX5y2J598KTtHWxDkJt2vfB0E7OSbwPe7EwIzdO71w5F5iQf9JOSElSpIk8/PQzIwjvvk0c5K5nUIefXR0ojj7Uv4Sf57FsHB+WVh0qGC7bCe54HpvCA4/ScAYsLM8P+6Ci8ADv3cbATpT1VFN3T3cMf77s+UrX/lnDVP6+VzspvvrJbhYNHNbtsmbJUmC3vv3f0NOEIP+34gVOZ97fyloz3e38f3pu33z+s84fq93iY7/uwTH943Y+e5mH6w3z9MK3D8uz3/ejwetvfHdDyTq8JzaQ1GY2ZS67IRm2hf9JC1yqWw+emw39qJkE9d4Sby2VG7b1wso8O8uF6pt0JAcCotY3VSBi8V67QV1TVTo6Ll2vUsHyqIwX5fLtVKIXUgZRShxKJz03AbZqYEsyrd3T+ZzNg//Pf/PTF9HIew5PvqztcTEUWBu/0S6BKhqV0yjbZo4aQynC4Xah7YfsBjFuFTOI4BAdMnY4wFFNVxneqXWwYOnN0hnhEsHiQ4TN+Jah1KPw9T2eevzG+cXzcm3/5rK/A7oqtM9Ui5JnehCbIhCgtabavz4uLVw03FyEViBr29aHM8hntXNahEEk7DbynOPWDR6nfo//2PH0eK1MJsVYwnN6UbRWeeNw5Nxf0KgzVOVrG5/0IDZZ1lkE0p2XE2YU+/grHcqWsaZMnhCgHHEqHKJYXQikCXAO2OK/hRD3etS8ZQc7y/Eo+4azcwhea4+7yp9M7eqnTdkoEgE9xDD7G0pKuS7CeMuDFb5XN6RSkoGQQyTEIlVeyBBJF0DNl5S8JWTwDbrtjevvbW+3xwQG91AOi3q3sBjihl+tCGqdVzJcpKvB0GE3+uYNgGQKVxF9pVbyV+DV6pBxxL70oLz6FzVIGTUg75GnBlRaSp9oIBNJ9FiMixPDZYWancuRJrQlxoVjyABMoPHOkwl6dqqyjuG9vTy8Irk7a129O+D1tZxc4UJx6tgS+Lgeztz2gp/68ff7Rs/b8cJfov3r+hlYGnbc3c2jsB6vonUL7GQ7eocI7dKU+cVubJj0+2Gl7uzs2pF3ipE9x0hcXZ/jpm7bl4kJ68O1+1hZXOvJFO5texLmfz6b5veDXxYjn9DpmF9ftHMOj05/OSMPuOHJxfnHZLs4v2/HJCb8EFMDKiMNigexh+MB7NBznK44fPn9KMHBAgLLTzgl+5q51WJQexltCM+6glPquHiw5xaPoOrQxb2RVFpEWvVnKZQ4fLPkWdoVqlOVXVpvfXtstcDSpBh1x5siIe5JQKmW7ffDweb0mDF6uVUEfYrPgryMJbsbka5gZTksRynsbXKq8+W2C9amfCTyTU1HjwYP81quNKj1WLm3rMt8D/CLnD44uuyWnP3w8LPOelnV6PLz/oTos8/20h8d7HN7De3g8LNvr6HT2+H75fvT0fvxQOY+HaTlIriBAyhXuIatt97Hl+BcT4X2ecfrL6X3m8clk/a4pUw7BMIGra7ZqoSBCgTA4PbdNb9+dS8dr+IqUh5fLEStHBybosx1rR4xdM2JnD+lDJnwt2A27FuiFXy11CsE5Jp+5BsBX1xfoDUH6lDxXwP7nv/nZi4uzWZxpNgzCWGpFpFUaGknUfdtQDaIt1aKLNEpAAxToa54trjQiZdzSi+VXrdHgZy4YoyOhVkA2ZIZ4tRZAo1t0k6xGTTbWIc/aX7sYXU4OYqKwYqEB7k6MCgoeaebVsXiGYTTkxp4Pf2a190py5gqN6B3G1dHZTtNkl4dpKp5CUY5XCFbTlcvrquthACA+wcn8y/oFbtrDfP6Kl91cnZ5zQxo8rxUSVxFbXudA6RicDru3rbfXNI2Cf/aMHQ61LQ4f5xb6uI1wBXk4UWHEItJOhYTDV0J778ifzNN7o8DSBuvJM/gjPpbNa3tcakRroyKf+UGZVZz/dYKAM3psblTjSIBDpvwLHUOFVCdvK5ixB5uh3tRFDlG0Hu5cPO5+Cs6jOZRmADCEVjuTcb6Jb89/b3uM8rgexUU1A9oJRQi0XATn0HEWvVJfyQ30BnllXtpat0emNnzOtcZeRSi5F5ekctav01UZYgZJaeuROfBlmeQHB4MAh93DIdoWXSCNZueQnwYCFagZ38tvioKHuLqi/Qa4U2j5Fb3/r1+/bcco8ULnATwXm52eL9oAGTo6nNDzf9J+/PknbX9rs40gHNwhaKJuZMrNvZR714e4JbaO6/T8PNMIDoHLT4c8h1ifCUHC9ngEP1o7JuA4fnuW99zd1ES4PrdH4ltCt3c4Oag7nRqMGOCuNESgLXDSi6ubpBsQOHLo90Zc/DrzU82LWfYZcQpJ+dCpn+DgFwtwnRuEohubw4xWDofDtkWAN5ls51p9OT4+b5fnCBi0y1sE0gw630Jjf/OGkvoCQcMTn6tn8hD6qSBueiaf5aw8kheZm/ckv5JhmXs3ZeFPeXWxtLS64dTmOeUQcSlRKRnijL6TVnbCKRfalQDfOjewnavQx/UFoEN+ao/OKvz5CWpgK46pmxy0tTJpqynjtfnEkevuxJWlvO+fsuTjR5qZ531en9XhtenfPwJ/efSyD4+Ow0N75OH1w/uH6f3aw/v/3PEwr0e3f/767Puwvp+/w/9+voft6Hn+TvtJfhgEkLH44SPaa347niGxafyG/N6LGz/ywUCuRnm1k7SBTL5Bp5t0aiwfM0LREOu2Nabzsn7bhlSe0VrK2RGx85JRgE1Hr5EYYOmDAWDNigPpTpXZ8arp1XRwgXFNwODoGcnteubic3wigr323/zWFy+mU4IAUN1A0VxMphTXe43AVYB5puBbQoR00DZOogUBhNhpAIf6HEpUAH3/NQtyQNqoPHNrGJvqidunCcohlIqU+1xLNGAD1x6yeSRyrQCWeEVUD8tEwTh6mkLx8FenWxGxxIYJGBKvy6kVDt6HWebBmJlq20pICo6HcKzP5tuT9+iC0wWxC1kvl+CCw3xed7w8zGtxYeqQvc8rfYKgWZYRnAs5bLXMLZygTcqW0nkdQeTajSUMUgSQRZmb1Ec+h3zLwfAbeMAml8b9HoNsuxVr6VJKUPBlijgENmfq5s/hSiFkJbsODbpe292nbkIP5KBlOuDlCT08eoBugqJRTX3SBKZnyBP4/B8lco8GaWTPyDQfS4uYa4y1pPNVRxcBGh3r1Eak7W1vt8Pd3XawNaZ3ilOiUL1TS1ukLYCkuu+EV1uqgiywhN5kSVuDnzyStuSPWoXGXItMDuVCOqn4RX/huSZER1AHlZA9b2GQZj6VUtpnXY1zw3JcPLwCjxoZMhCQ3sKhJwctszFSHI4Lym7bm/OL9vNvXrVXJ+69oL4RfPN7Rq9adn3+8aP25ecft+fPHrfDrVGCoDV7CkA00M9UgQ7ZX50sFsE3CTQO7sbnB30yrQPBhuiLvRFfX3UdwOs3p9R7Ct/WEzwZUG1PRtDCxYC+tjdGzrYhLM55fQvbMCFtBBNH4DbAyV2ns5A1RLTfV/tcYOecdcbtgXdzvdYWM/dCcOHjPTalgetduzivDZBs7+rKIPs5THb3mhucXVxOK2jA9sjDkNVpDgxlvlwq08NR7Ae3OlEdobKe4JNnMbSkpeNidk71RZpGx5b6XM7YgAeegLZ7L4SLpJNLgaFl8lBZ0wGri8ghsIBI+3ybw+8rBBj4LtcEUM4FhnaP3JTJkEC5EX3JE7PEAdglTK/FHJydto3O1tEdY/SX5wk2xA5ZUGfzt8St247SeXLzG10QB/WUw+sOrz/3sHzP289+PLx/+PwhHE/v+9nTH/72Mr3ND5/ZTn89HuLi8+8fwnj428s9zPtDaR7pfC5pLe00TOEL6WXPKce/TOthk2CruSJrpsszyA9cUrV3y7ZkKpLygrAD5posxWQ0WG+725vZrMyFu+ZWtpSHANZ2AMcdOucG1i4onbkLpcGlTh/6EKzO3SkUffH02yEO/V9f6ycc7aNjwXPt/tof/PQnL1yhbEPTM3DlrkhhAFI7DtuMtyiViuLQRVa6inS1HUOiASeymBPdk8d0RwJ8ZiNtgIsN8+EMnFRtkGLvV6KpVAoE8L2W4Sqnpe2RLWGEqMAmAzCWztBnlOnM6MLvoQB7eq8y2/MS29r7uXrZiZA4LJdNftLjpl3LcsJ9eAa3MLAUp9/77OFrKj1/mM4hHj1fCc17RZXuGlmnApwzTBBAD6uGjy2/Gtyy8Ch1S9Vqt0el1X2cSkknKeJoUFGOKaMJgKveByflaCHIWRbcU4LD0R3SFeDAXLbDenp7e69dQ5iNfCwLDF+Rqeox5BjxN/RMv3p7kmmBW9p7i6FXTwzkDB5UCOduRSw9f04dUVommmGwj5Uf5/3tzUMjavTe1ypdELO/u90OtrfaeODX68iLIjp54RCa8hqaKr/A7DKRAABkqodUwZDRuBoL5ZOeURl+5ZsBcDlty5Ejlpmy5scpunmMSu3aDQ2+MIrH8lF+15soCSDSwqJrgrJlPo8Ejyoxt8pqRqqoc3Z91V6fnrdvX79t370+i/N0nv3k7LzNUPDJcL198tHj9pMvPmkfPX+WIcOVqzlGBOMAMy4JEk7PLujxX7Tz6U0cqlMA9QYBLgc+ONJg22rxIdeQQ+mx1dLslM7CySnBxuoQI+VCS+i+txe7oe4b/g3G9NDHO21lMGqrm+BAALC2PmnrowEOm5781g7Pd9s61ysbQ37HdDzGbXO8BSnJTyCRle5rA3Bzt0MCAmg6A8eLxQI7g4whA7ciB5FWNggu+L30DYnzy9ghYhLkTxtDlwfeXWHs5KEkVq5lZwJiZZIbTx2wMs3/+fW1RGlj6+WPQWB61PAOaW7X2CZHP4TlGy0JCgFuEGIQWeuK5HEFdhkdpf68GWCvH/2435D/69lp1Wkev73g6IVrazMCKo5WYK3C4zLBhmnqcbDxeSQ2Mpt2+oj70lnyp82kK3u0JUXII089q8z7326vPEzz9L7bLE8P06ILy3uPft9h9Tz9WYfj0WF7mO71wzwP4XRY/bo/e3j2enz2Q0eH5dFh9TIePvf4fprUhduhmdPZ9YBb8pkXbJAr8kEyh+UBnVMwgrTGPvKXDX6w7/JKS+YbP7omN/lxOg5Ryps6h3RoRuhHPoCGbDgqZjA8JzBe0EuaXt4i89fo8007p5N1cYlOT9GRXPu9EOSXIMH0s7Prdn5O/ktH6321fI1n0JNAYHWFzsu/+u0fv3BOzsUqKvNoRBQfrERSQ1+O32G2DKvRSFsWQQQ5mgOiOlW3NnSFt8JD68lvdGpUK5E02mpgNZ5fSnZnnuMd42QuAqESUHccOHBkmkePojxkgMLSHV13/KYLt5fx8L5Oh0HsLfsNgXLcZCfvMvKVEbYKfMXI9luuC4/oOrXxUJg8Og7e97rM03vfPvfszzzE09LSWx2v+e5qk9DtHUsPDUgCMYInDY3Pexsf1pVDfPhH698JqQlxeMAwn9WnZtuBYXAY23QdeEBQWuMilrDR/9OuXmcOf+Vp4FUQlMAwjgvDjUzYW/32zXk7RxhvMHb2ILPJin/kK5q/b4OwbIVGWbTjhEmOrHE41C06Rs0GNS5y26VHuLU9aePJuA3yKpf0kaalUGqmpMlohUYSCG7fmyh82W6h+yxO2rvkR945xSep4CmBXCTrSEqico768I9OQszK4Cco8BmBgZQWoPVo8OPkTSF/jELKKd/A47mrx11J7302lcGp6XBc6f+aXrhz6uczHPp0isJP2+Lipu3uDtuv/Piz9qMvPs+2xyOc790VXeh7dBLHmWF49PsSuZ9N3W/c9vqK0RAHaS+hhuhrZ8lgxx+4aQc4XHthO2cYoVcEAX6IKBtb8exg151G/eww6dfXbY26feXNET3lIPSVj9JzMGibmyMckUEtpztyZvRx0jaH47YxHHE/bnfwxd/7dRw85WBYjLCf2ZUHBu/TmwVBQS1Inuuw1TueO6W2RXDir3sBOOQaWQLOpustwh/h2EanHuiYKPeygUMToH9VJyt4rMCcBkTmFSl3s7R3la2qybuUGhy7nRbtFZCxLz576IR9IyqvFlKJIx3BAdlx5MuFgQuDDOGRVx3x2imwBBGODunEuY4NRJfrsACnHsgCOcSm5LlwKP2NvvaGfu+I/i0P9bzkVdr97bMf4euyjOnee/aj3z8s49HLPazv4WF+nz0s90PwPWzTw3p+KM/DQ7j9eb9+WE/H6WFar+PddAC0TsfIG21IUilLPjDQWJFOApfW5On3KNRzu5hWr27IC0dM5W1kknx+20SVm6AnWzsDyvhVTpw3urxwq+wbR87odHNtL999JRDfNr9Zzb3XV/T0/Xy7gcCM6+nsPsHBdOG0HLS/xTbcb7RrgoSrjByAxx/9zk9eZPMKnLiCtknErlFTkHXcKpavbnELohpujBL3OgztoAp+BwL07zHwDpPJRBWfKJkyUT7g6XTVZxVqhfIALqdr4yGg12ECDc9wNoUdS4gCygTydMY5zZDFg8lbAuVpns60OFJ+ZWiVq4UyOh17OhtEWT7TKGdtg22Rf9RrLy9DlChlOEq67+LX1sGyy7ziXnhZj6dH3dtuGSyc6nlWXYVLLyNc7zMX5M0SjvZGmSvTQjlhkW4A4GHbLNdpVkGGRqEcK1gs82nIqt0dR511nKv3tNERmxQRAy4wYRgp7213BRsaJHskoQb3/gaGcsKZ9iAgxizZkIkcF0Spfjjou7c4KwTtknRx9XR+WyfqcLC//ombzwDEL/BkuwLDoQO2d7XJM4Mz9/PfpUfph34O9nFCOA/n9TfpWWH3l718o/eYbJAGLueq74ZDJ1sZ7gFTg5z38Mnvjn0qs3Vk3liaSGPammF1R4ukPe1MoGS69FzyQ1kXZmCR17PaJS+8N+iogLCCAYf8iy/SkyqoR+bLM50/Soq3cK7+7dlZe8M5xdm6oO70+Iz8d+3Z0532qz/+vP3ki8/a46P94Fkf6nIennz0jl18N6On7vz8FFouaOMtUZrD5+duMjSdR7ZtR8k8tF7bxDHTc/f1PnsrOFCd+yVwDEC+++5NO3573LYmg7a7M4SeGCoE4FrpgA4Gco7opXdPeTQ+uocV8A1SYDmHDq8zirJJ3k3kgh4xbXZ+fn08bDfQaaEuIv/35M8nvhGJM3A2KLqkDWfnszY14oRu27u77dA3Qx4/ac+fP2tPHz9uh0eHnEcESrtte3urbfvGyN5e29vfz9oC33pwceSAXztBm1w7dRbZgy+OxGSaCry0ObVHB/yGVFkDAA8yisWz2AQuKRYNpPXRvRh6yrho2pEi52Kx90sYTge4hgZYkRVHZNAHRd9fflRFZUsjnHtwymiT+HFrfdEiL94d2ibSwCejf1wEr9yb/vef0XEyd3ulXERXohvv6/CZx8O07x+WeQjP3x+C1Y9ep78evQ6Pnt+yD/H08PeH8j48fN7z9by9Ho+e9rBsrknuOz+Gv/5yCztgjQlcQFiwqV4+z7RX7kMh+DX8ooUczUWyyQrXDCAVAA5haGMdCRCua5c2N9VfeveXBPF+dwURv8GBKzdTnPylIwI3jsD5BdBbggWnz1bi9Of8zuntX04JFDidUjM4uLpB1uygGSy4gJv6726x4f/6f/5rL4xqF+REDvMBEXsiNijRLGkKcVqjUCKkJFWadMHRGKHYa9X4C4t6tMQp4yuHMbz3iHqUBAdwTViCUglHpepMleBdCPLOtfVJYE6NtXWmN2Uah+Vq4UONAFhOgY0x4+hCUvBVJIlLD0RlEn3SfS4eKhrQwxCtfOFDGQyYcNLeZCTdP+nB9TsYS/z7kV6eRmLpgK2/vkBY9XoI08V0cTqW4b/0XoKLTBIXcMBQZB7SdoKbDuSdAnD6I03yGiEFNLWOGhgsueWsaeZ/56Sgg2s08s674gfjw++OPjyyqfaY5EMcFLjqIG29dAw9bGNVifDznLYWDmvZMvi71+ftu7NZm2OE8iU7yruC2ubHGGnBOAr/SrO07dZu+V+fq3UxYLY+hrWTwTBTADuTIScGfEiPEgfvzn8O+9sme2kuflxxGgDcxF8FFGbaDyCj87RDXspzEOt0ioyAp3z1cUbHgp1Z+eWfK/lL1oq/lum9L6eWdPY5lvVI7cpT/M/0l+nWqXeTNylca2Acnr+58Wt+c3q9V0T4V+349DxTAMJ4dLTXfvzl5+2LTz6EDpPM2xukX2ERLi/O2+nJaV7HO72YtRODgemMc8EzntP795U8R4GcVx8YGC9fmdzYwDFybgzXcZLrtTEJON3dr+dVTz9MdAFM0z54dJDvLzhE71tGvhXgdXbSU91pj/OXcUhcK2l3yIfjQTUMX/y2F6Qdcec+hDOjBI4caZN0kuZJ54O/fBkRGzLFmUoTbYB2QZqPhsi7+gS//CjaGEe/vYXjJwjY299r+746ahCwPHd39toBgcOBm0kdHnIeJH2LMtvbnPz6XRVHSAcDpzYcxYBv8N1he9tlgKBe9o6Btq7bo7ID6loF2069Tu3OeSgeSXfKQ/3gHlkweFo1eFAWQrFKV+Zsv+3ttqYH5xUAWDeV5CiaK561JmCZL////Ue3Y/52WP1aOX149Ocdlx86zNPh9XuPrgMPD/P1vL2uh/l6PQ9h9euHdfSj5++Hz78P42GbHsLr1+/u+VsSMIeXMZ/CQ97SceTW/y0Se8PZrxMUeHKvTXXasxYTms8yeM9lU83j67Hu0eObd/zkEHc7DfkuSuRGHuNzOf32xG32krEjrrPX8ROUXxHEmodnBthG0UgF8GtRsJ2TtT/6nS9fzOhdnF5cZsOKdZyGu8ylgQiyDsCevIZdQwkqeaZcRba4jxLTCB3eDCGPUvDESD8RsuEBDbCXIwq+9oN5i5CGrhHqMrQSKLBjlIHLc42hdcRoFvk5Lef/EprnS8UoB4UiLYXHX097dJkf5sywehbDFaOAFMIb4JTyVlkdb0YKfA5utUhLPBSegm2dvb4uYB4KTwxEggB7jM5S20Pc5Ld6kIGtUPDn/371MAvf7D2Jl8nWzaX3jgTQ2rRRJy5LpGfSwEGWUSkCAr0zLF6vnaUXgXBUe8wFHhjNzBEaraYNnDTbFsAC4EgTxwUs5zPxCSUQVujJn5uspJ3w3o8nOcIDB2jzejuZXrdXJ5ft9QVOx8iT4rfAMyim6Du6RZbSCnnLc+s3vVDI4agKLhX60NMHF53/7s64+Qlg3/0fQMtNggA/yenoVTaYEhPkLSMyClT9KzoJX5lB3k3zuLL3DH/jvKFbpk5ITzAqnHU38yk9KDkDp2UQ0DdjqXUc8rX4bR5prlP0kM7OGWuUK9BQHrnmVwDKZvDkd+FcPvSc8XuBU++v2n378g094Wt6t/vt13/919vHH3/ahhsjYNPDQNbmOEdH9s7pIX/36ri9Pb1s3705aW+Op3G6On0lem2FPjsM39uetP39XZwcjn84akOc73g4zmhLrfy/y2Y/a5wuhGv3G8AiwHh71kbjdXrb++3x0UHk6TXBydnlhZFsRg6KusptyVm3cpF2cFXNIr3IlnoVA5enrp+gPjsUCIF5rxy5MFCgh6GRc0qCMA+Y6lMZvVpYxy+0tCOiyCKq+XX6wWmg+vAPv9BBJ+7ahOFklPY7Cjoej9tkeyejCtu7OwQNBA8HBAUEBJM9goHdSZvsTNo25xbnGFkcuVrbjZDc6GgT+EvZygiW4/m0yf9N8/sidpRUX+npNIe20h1ZY+vFnb98IAajpEwZf8ZZBJK6pwwJk6vIjKeF1Rntje2uPD72YbdN0a3IaaX10yN68QNp3RF+/+jpPe8PHeb5Prx+fL++h/n60fN4PHzW83Z4/VnP3+t9eDxM69f+Wqb/fr+Mh7Y9+grdouPaEw+uKUaZpRXWd/GHSi/pzEVlSHBtp9bOSfyaxo1/CSh5bmCnrNoawAENW+gOqvT6ERtw8wEXMpr84TvXCSZIrq/6WjtgeW57vFcnMCN5rm64zsWvfZovU3Lowtq//K3PXjjcOOV0pb/zhOv0CPyal47SBjmIgdjaTOpPNVHWaiP3NoA/F4entwdijgpgObW6aXSML1mdp71tzsN5AcHMZyvMTt7u/CLMGA6NpgpgZYl2pcjSQEuy6iWTxlG9sjp0fjp0e1QuKOt41//O7doaIFBnYKTagtOPXiIMI4PwNFYhCvh5KDhdiPopUxUc09OwZT4DgsKx0jJtEqWVqQ4D4cwwpn4AJ/gEHkLjM3tHKWVp0lK/ddVvCoCnDtnnEUzuC44ihZPBCAYln1PE5w5p+llYF4DGSPNP+mRBUsCKKxecPTjKa3Fc50/aQA+HjN1ZUodI54ygctFenc/zGtvUCJW2XYtf4AAkCuSFv8ULcc4FuFat/upI+R88xN0gaX9v0va2Jlm97uJA5+6z+5xFI3lLhyrhcmctwjfClo5Vd2jgb3KRR+evXASH4qWKKa72NNOjAqY8tEdYownL/Pz2KaA851rSRF6AHrsBnsJKgIBM1tsz1i92VZ+Hw+o6OYPfORrse/XH9Oy//e51Oz6Z4YBG7Tf+8T9uzz/8OL1T4YvnAn098T1+aH5yNm3fvTxur93c57zmvYeDQZvg6N0xcbhx37bGo3ZwoKPbSXBACxOoZytTPM/mGvK6coWjhIY4NzE9h6ff/PJlm19etZ3dzfbBk6PsyGib/UDRCXi6KC+LbAlqEwAA06b5WqE0UY7UD4OWklHou6S9zisrn7FHN7RHibF9riWJQeNZbAt80FZVQKDt0SY5BRTpxpbdh3a+F132CAdM/b6aaI/IT6DLG3vd8ibGOX9wQ8MI/8RnbdMAs/i1OSboJGCYbI1puyMMk7ZDILBPsOAiyd0dN08ahq6D4XpGJWq9jVwFJ6C79goyVRBAenAgg3p0R+QSXGiP03SWs2iNInlDHvL758NgC+3Mo/x4EXnmVzqaphr0PLatO6f/qadH/y3YynvJqcfDfD909DL9eAhLXenl++nxn8vT0/vxQzA8v19vP/qzDtvD34f3vWw/PTL6Gjp6Lwzz5VHBVI7hU4yKh3QPT0kPnyiJKId3ZqGw00+OUrr4z3yaYFFI55TAVhvsQkSqjbyISvhPmvUoKwke0KOsreJe+JEp8/lHnfQPUlZ5897i2Y8lcKjpD376+Qt9QF4tAIrzokN6AEOE39zOT0gaVTH7FKs8FBAo9bwzgioauh8Yvi3gfgG+JmhgEefPqRmJv76rhXnCt8EeiXRRvhCS8rZcUuh4FdxEYdzbzKTxpxEuhpbD7Uz00CiZT+TieIEvwSRM4C2joM5w8aeSKLw9Qeup9/QxaLQ7BNPMgIJ1+9xyvc4w+cFpur8JdpZ5xed9ehnCCBakdujdpjvEqgGOQQQnTxlgsBLa2AJhrtMunGB39KaHyN7w4/77JmfYHwBuTekubEqirxRZXwIIzhhnzaTlc1Sd1A6OPCNdAYtx9Ro4Qu/vZGcuc8XFWzq+ejPgzL2pL+bt7eU8I0w35LUnB+Slnsg3f6Wmf1Rp+0zzx2CGX+fNeo/IQGiEM3JfANOWhDMAAP/0SURBVF9Nk0uDTZ2uSrxsE3l7b18ZdDqh4HByUUZQnpEoMsv6PCwTefCa/5SV9NpJz97d5hVpabo0CtGjlCUAQG6ykMwFaCi4BVRyPwzUn5Xs6WQd2XBqijqXYGW1i8v8LLerxcXEzwIfn561b7551b765jhxza/86k/a848+zr4e5pInttXgwT3Bzy9m2fZ3bW2z7e3so68q/A3BpXP8BAH06v1gyRY0fPrkcTs62E/QNL+4REavQFs+LZDFW4KMe3rJtAeBmF/etO++PW4vv33dNqH70ycHnIdtQg84G2xR6oIgxMV64m79Crev5aZXQi9YHciJ7MeA2W5KyhNpby+lhi2VMfkgfZA7W0qa9Er5ZZsNDJwaqABT+2OPp66llWXtLZk/Xzvl9N6ed2SX3/TOkc2sR6Cd6pRblruSnxrDGI1q1gnwq47KT22WfBzh+DOC4PTDiCBgZ7s9eQxdnzxqWwQKW5PtNtneynoDRyQzBQgcG2gvTXuaLyFySI9VZD4CKC7m4zojSCZxSEualaPkx9Zy0EahlE32lF4kFCGSFtlflv2feggneCyPfh194vzPHebt+R7m7el/3+Ez89i+h8fDuvvvD8H5Ifj93mcdjvBN73X19IfHQxx63u/DkPJgIsfIRJp5uZQzqoajkfIFAHSul3nxQX2aF0FMGce13PvE0WA/KES8Tj6eyHNBF/j8gkBd97M/4z/rCtYgkKlMnkVsPL0l3deW7Wis/eFPP32RCNX5h/lNjJTzyE4B0FwaSEXXNJGC9p7taeq8FLwSKtMUTJUII8a1Hy1xHu8eowcArhR6iQA8scwuRqSJIOWlpXR2cZKKphLG6SGw1mWR9K7CDIflr0NUnaKLn3SKUUrrsoWcNyiwuPnanQosEd73nstxZFpA5DlkhIwxUEke6Q5c4dSCLsEaeCyHe3XU3Hdn/vcdCor5el7bIYwuQN5bl3Sxl4pY0Hug7RvSxZ5T5VPIdJI6OXG1h6FwGKhoUOSIEVb/jj4QSC96+BU8R0J0+jpO/HVoab0KhXU7TC/dDQZ0Kg5hazsyxESGzD8hsLY0c7QUrlXg1RO7xuC7gtWpgKu79TZFZk5mi/Yah+T1jLZn/ZYsfHhw77C9R6eRvDf4qaCgekRSYAjdxjhQv6o1kI7wwCFYR30Ujb6gL6+GSUfyZzGnsNL+CjLln3XJg9QN/DgWlZFDeO5FIOntUDlf7pcJI1sc7uMvbCtVXu01uvI85QYuqBslype4LgYa0CMc4iAG8MFAIHPEKWt4RpuBmeiefzNf7SFk1ym5cvfVyUn7+S+/ar/46i30vWtPnh61X/uH/4je6KitUtfe0WH77LMv2gcEBQgWwcLLjBjcLlr7/LPP20cffpI3Ci7OzrOWYm9rGwOz2rZx7Pt7W+2jD561D54+zjTL2ckxPedZ9NXtJfbp6T9+vJ+RAoOx05PL9s3PX7eTk3l7/GivffLRE3rAI3hWX7lzbYHTKpfw3G1JNwfjtk7Q4St8UD/yGWdqmymgHmpvdMbOi8eBywP46yunksR7naQ+0i8EQrjIpG8h6fg9HX2S43HqwK5X95wDLV1JDwiaO1mV4VPaaj/jhnTfXoq9sh6uE9gCKxutINdeKwcGZu68dpcODPmSPyFDZEp7ohz41U6/+1BTC8M2IWDd4jzY222HrkfY3W2PHu3kQ1ZDrL29PaehAJfpg6xLgf7SSPHPAezYRdpUZ+GVRz6zPUqR7eRBHD2HeEJehJj/LBd659H/X0dssLSVBsDseurh9fePh2k9//fz9fT/3FH4/12ELdd1+O+D8UPwH6Z57dFhfL+unm5ab2sv33/76cEVfxXUFhRsL3zxcUb+TLLTCayMdmmLlrzLuicE0uVMfjfAjwnFvq2ih/iBrGMTovl4ziMrTJp7ochv7VvW8wDTnSkNnhWJdGiRl+AZ2eDk1+DTDdwWyPDa7//0kxfu0HZKj206J/rfoKeA0PqlLytds1UomR8WcrvVOFKgSEJ7hDp3stF4I2wX7TgvSQQNQlltza+UiQOHADQdYSdyx1g4XOK8c/CNkdb4G9m7IxmNg1gGFxoKD+t09bkECBHMT6oKUEP6trAE9N2X77h3CFDidYWVOQYStkUamUf3B/1EhDqL6QpAgo9QXfTL4VuNzOx1vU9/LyD+9nJdwG7EY9kWFcoAJPNLOGfrFz+fmsWWubpdSitefoLXHhphSXopTnFY581NtuGJ47SNTu3c34L3+gADvIHx1PPSZoRFIylO5oXs3AOP+vPlPsqkl5reKb16mid+7ka3Sg/yHgnVmBvoubL0GsNyc78ent+T/3513C6vQIVo4pre3/x6tb09m7eXvscOy/y8sKyTxjF4XHvW4kQQ93/wqwtxkyYqiD2uMnbuA1DO369urbWxhpQgQDkz2k0PzXYps5StjV9UEuHdoxzCUQI1qLTLuq1SXtr2JX0SDABCWD1IsMcXGiLBtQkT/FCWqDOOHeD+OgyexbCkG+W7YU0W3FkrntX2GgRGNs3jH9VnG0+I626FvkZGze0CPfrZL79pf/Wzb9rJ+XUbTzbbZz/6rD3CaQ/RUZ3hb/30p+2f/9F/137tf/abbWu00/5v/48/bj//+Vc4ThdQjtr08rL5tUnlZ0IvdXu81baHG2174PTAejs42mtH+wftejFrr1+/bPniGHqxS2/2g2cHBAEHbWd3hwBkpf3NX/2yffXLlzzbbZ998mE7PNrGQCE/yOUI3tgjtpdjwOGaBCUaw0G7/bqgkw0YHNpvb1zaSFfp6TSZOif/s3MfNL+DFgYUzp8rN8oiOUJX7x3Ol0YGqFl3wZ06b7CaNQb504C7GBd+A1uJyroBTtVOeCDEhZIGLvITWEpPdBNcrc9AwVGMOR0OtVLE1R97Udbpc2XZzwT7RUO/cGgvK61DnjaRF0cYhwSHW5NJ29vfbkcEbwf7h21nNGnjkbbrPq9pLpCFKSXlgcba0QnrkaGxEsot9Rtw1RcUtSPKL1jRCPGQjqZ5rQxDoMizNIheBd/35zu9+4HD5wWr2tLtl78/VO77MPv19/M+zPP3Hebp9fWjw/LZw+O/BL+3oZf1tD3+Wkf/7WX89dQW+Nvz9PIepvUyeetHfZZpnO5VEn+GbEcSzavu85ug1IDAvPDVDc026PWP6JyN6QBadgif+g6v2j7f+nGK3nxi6AjBJhGDU8fVqdCmgJu4h9nC9kYZbW1nTMceva/pBeSG5wbCV7iPtT/6vU9fKGTuODSjp6FhciRggBNJQ4xQRNi2gQjtrYaqfCh8X/iW6QC00wDAX1XAhTsuxjF6RYtoBEIEEhnKNk2FdRUkIbnRkH/26BfzWUVMwPSo+d1inGWc27adcSCiYgiFVurcVZLOOA/hkYW0jE1wL8OKof2wXDn1pRBwHUfAoaAoQMXoEgANViLw5b0M/r5AeXQcvPfaLzX6rYA+mkDNwS/fopem1JnREtoTvKGV5DKCzOZN4JmIn0sNobyqHpQGTqMKTqlfsoAv136hz8Vqeb1tfQycIQ81yAjE2hAYm+32GhwQovmtC6wGbY4jd2j/um3mVwdwNtcYbeY91TkBw+J+EwNFr78N2nSx2s7n4Lria14bbTq7axeL2+Zugd+9OX+38jmjCZDEpoij7MsohrSPaAdr2mOjuSZZHktGbbXrATRiI252dsYJKPwWADnILQUosJQZFUPHnbkv5cGFi9w7OiJNYxSUA27SywoOHNTdR1kMCuyRCt9aIFjkwvKuxtXg3ztKlvqWI05G+MqFMmIpHZr6YDlHaSQAhyM47tzn3vfOf69v0qN2OoWA6/UZDnl61f76m6/bn/3iF+27t/SsKfPs2dP241/9tbaL83CXwN2dnfabv/O77fHzDyCQ3xxYb3/2H/9Dm+CMkYZ2fnrSTjlHtGVvi96oQ9PjUXYBdCGcNM0Hn3BeJ8cnbUZHwC6CAbsr6T/88Fl7/sEzcG3t3/7bf9/++q8MLtbbZx991A4Pd6GlI4foKY42m+fQng3wkCIaxTltXvfNg9EWvW7a7ral0MBRFTmNpEMX5UYZxtFyOkUS5xxSQr+cy1EX5H9tbVD05bkBmrFAyO6cmsPoMkNekSdyYUBABjew0rFnrA1Yzr/LE3v76og7GSbwhR5X8O4GS+20jffi7HfXtXHCMogwYFMOXPzsin/CmwTElrX9frlQ25gdPGmRf1k4i/y626IBrV+6fPToAL4+gdZP24fP9tvjnUGbUNYPvruNsnzU3PnmiyNSYJ72L+YEHLRBKuYVbK60IaCQ5+lEQQYNvSrRgxse1PMHp7pQ9qgO6aLN8vRZt2397MHA9+H00zz+evTrfu9hmsfDtB86zPcQLw/xeYhfh/X9fKY/hN9xsGxP72UePrNcbMMStnke5uu06s89pIe2ObZ7FRsOrXkYvZd/GZFVAgATeZGH2Ni8PYZObOAPJ+PV9uRwuz12vRMR+mSCnN7Tc1rH3hGsuxeH2wU7VW8w4GjemGu/hnqN/m6suy04FoSzPrF+3wabwB369o9BLPqJzXHrdjtN4mog4JsHa//d7378YhXFmnJ3afROuwYbm0SuDi1glGyImkaluppaFBaRK4JIUJSRR3FMM5TDFYiQOkZX5c4Obo5BU7Y2YFEqIRj5767IGeWSbqQDTiOQnv2S8PYiMiIgwf2ffxrvOH3++jC/+Ji/M8ehEIdtM9wiA8mXj6NwyEiNQq3Wtx44VEhARJ2wjp2eLhYwC8DEh/Sc5HdRl1olHNM8+nU/PfqvuHmYR6ExPcGHf7TNqRZFLR+4QdkhenAQHxXbwCEZqB0IMHIQg6umS5sMR8I3jZyUck95e0I6LpClPpw/TuZ+ZZDzjt77LU7bXvzN/RCerbUZ59w93w0GGmk4eTeYmFFHev8Y0qvbDU6H/H3f23e3CR4wagYGa9ThBi829YKg8s3pWXvjRlTc3+BxbhYQjLbILnvuoQ1lZVdXLGUrizaTaHOllc6BG9qpzDhHbUDlmwAqhIEd0pffjE4BN68Hhs4Ckc/VC5feHilid07FlYbKLIinlw69dN7KoIcgOs/cWc+eZeQDnHVSPjNqr8a9z2tbygHJ46pOmfMLfr66o7gJx0BMXM9dxEYQcDKftr/A+f/ZX/2cIOqiXZFPrP2s7+dffBH4bpW7f3DYPsIhP37+MTgO2p/+h/+x/dl/+P+2R4cHdCHn0Pui7TkUvYvz13ggUxtGVkgGIGjzXbucnRO0zfKKsB8fWscWOMrgHPfe7h44r7Q/+dM/b/+ff/sf06N4/OhZ2z88BF/hXGeDJpiHg5d2vl68lh6v5m+O43RtxAp50iNCkNNeCOpoU3RCfZAv8l0+OOQuHaFfjeTIo5KHGj3wl54R8A2AtUQemlllyCtpjwRQxpbqeAuegUKmM+UH93HS4KRMmNf/rEPcwzvQU5fUJKQk0atTCa5vcYTTtTC+nmWw4/RE9gHIMwMKeIwtzF4YkmrZpsgjeKZOUl1zNaKH5rl/sNuODvfg107bJsjd3CAgw8AniEQI7rDRLiQdD0Ztfn8NcvARgy69YgetRhpzb5AqOZQ369bWlBQVPR8e0rZoV0d0j8O0nt71s993e2baw9N05bMfpoUfD+o0z8P6/r7Dst/P1+GZ3s//XL5+WKdpXTe99nhY7vtwPR/C6Ecv69HhSdp0Wnnmc/eekeSxdUu5IapMWgJPw0ZXyVNwSI/+2SOC7idH6Ndu284ngHHevpaKXLxz7KjDGkGGzh61qil7/UTu/XQ3QQH6h0hQj1uZE+yP9RPisNI2BjWyIJ5uNGQAgOi2tT/63c9e8JPdwNyExJ7PiN7CmAjeuYjNEAExA5ACaGOLLkXU9Jby0CF2FxjWqzyKyD1I2kzIEUJkhbcR0BoZQUQCaTx0enk9UHgYibqvoRPJnVEBBD4RlnVb5/Ivi56iqkV0j/wE1pLhCsASXw9uw+B6bQ/cyOcjjYIPw3zOyltlhKMCBx6ZK5hBOclvoFDPlwhwJI8ByDK/TkZB7Pc9vxFavlSnM6Kcvd01h4EIThwukmEZNgK0hi3z2uQ0MMgvp73L1fTAfN/YuR57KzA9w7A4fQKDex0+gditQ/g39Fh8bQ+n7rD9nHt/dfhuKGH61Z1TAjp4DCLtNlDwo0D29OGY5h+qVyBhL8h68wogv+Lh6IRvnDjN5I5XbiQVU0VTNEiSSmpJd08P6Z4HSVgmAsv8yoPbTqsMfh1QQVc+BshNhsyQrwSkkTwoJe+Rl7zaSLqjK+k5gkAHX46cgKrzmzIZeSCDNDcY9D1aEY3oc9/XwfhncJqpAX43oXNgCJyAwyo03tn1D9472qZ8XdF7vpHGBDSe9wn41tol+U5nc3r9J+0//OWft//0V79ob6bTdgNI41YDgeF42H78k59kXnlnZ6/tbG+368VV+/pv/qr9P/8v/8f2f/jf/+8I5I/b/OIU7kAbsPDtiV16nGN6E3ASrJE3ft0n4FL4OEWHrg3g1wlA8h0A+GyQ8ub0bfvTP/1P7d/9+z9FTlezGHFv74D26iThBT0YnY/6PRwSOGAzJL90VS/OCAD98iCtbJsOXxuk6mSREwNX5USdyqvE0NWug7uhiYtrBiRlgqbIlH/QgUjEgGmDYEX6mkc9iIGK/JWtEJ4GRt2WT2ULNMA6KspxZpSButHGwBaSPBQn1wC4eUveLODakQJ572hB1qkgF6490MlnykKqLp87sucokRUm3SJUkJ6m7SLNEUE/mnTntKQu4YYO2PUina8DeoNHe04Z7GftxTaxPprHSQfLjV8og/RltErZsqmZW17KutehC7qiPpKZdppHHZUutrZarC1677RNs2w9U849+r1Ht1um/dD5HlYdpvUy/fC628KHx/taxKLKxibkEH5d/Z1yD/J5nV/OH8pXz8Wn4L2H/3fz/52D/ObpdTysM0k6tOW1kHxOTUonOl6/lRefwW/2LwGPyWCtPdrfao8O/PT5AAFy+u62TbbH6DwdHvfrMLjGqevkHRXSwcP+7OPhmiOnm3T4rknxM+m+tuqU0aZTkNSjPXRTLEcBQAz5RKbRBVVl7Y9+55MXOg178NPLBRncOnic3lbmG2i5W7FmSNnee1pUDbFBGXaiAhvuohs/aepOR4mIYyw0liitBplrNwzSsRksoGW6tRgVF92AF/XgCOOca8jUow+fh6AygTM9PfL66pD4FEPCCdJVlxK+G+pwPi+aosEiX761DMLl/FWU5cm1tbw3VhTDsFjGIT/rB6qdkcC2Lsup0KPRKGnF5KpbxyWMDt80zzj2ZR4NsHlEfx3DpEPLgjbKWpFGWpHKSAbU0iHDtgRParX3eQ+dnpWGp+Y7N0jbhG4jeirCkA86Zntka20BSHv2flbG3h22KEP+C9JucOw6f/enho0YMQwiyF35mh/1+8UzhyGvSff1rGxCQf1xBUGZukDNj0mdXUzb27OLNpvTK6XOvJERWVoad9L4CdtCO294ZtBWNK70CjR1xH4/QAfgA2okn1sJV49czmjxSkblbV6zIiWyo4+Qe2bhCC8MLsRbWgNbHsl/e6BuPhQY/KVyDGwZDiPpkkWfG0gqK/4KP/xGn5QXd/tz2N4NbWZcu/Ocr/GFR2ifvYMpsvjm4qJN9vfb7uGj9u2bV+3/+sf/Y3t55loPDuqAFc1BFHuxn3/+Rfsn/+i/apPJxFm1dnZ+1v74j/+4/Z/+zb9p3333dbuZT9udUwyzabu/uoA+OndlDXdEAOJ0nHsQTF1QS3tcsa68DzZHGAzfNlhvM+zAV9991/76Zz9vr14dYzxG7ekHz9vh4ROMDcEfOrey5tAi+ofDW0VesvGItJLG8ETxXGDMFjdXyBpStTnMVFT17peOWNnVecEf/ZdrHBLokydrZcI9T/7H6ZpmgGD+7JPBIY/lj+UUH/PLYmVC2+NdIJAnpoJD3TNfAmrSDVjycS5aUAEJ+Mmf6KkO3kPdp100rIb80W2Qtg5P22V5javQHUmQz1lcSH6xsJRl8iaDpzmR24w8Ks/SCT6Jwhj7u0XQd7S73R4f6CB2MPBuD4suQb85nTbhR64tEAzL/kS2afS7gJfDoWd5oz2jMjPn7GVyqHT+CwxuzcPRYcZe0hYzRVeE8wOHefvRy/bD63f1ebx7ZLq/HZe6fGjXvw+rH5YzPc+4kfbcvINReeoCKPkVrDwI/J6f42/htjzqSeH3HqQyV/a9fGF/UpkkpYdgM6qNX43zh26e2m2rVjdHg5WMBmz7WukGckJA6OeBR5NhG0yUg0Eb08t3tNF9UYacOvRN7Jaj9Ws4euuRH9qtOH7zOl1AUJBRV3lFXcE3tCndcx+LtT/87c9eOIylT3a/YREcOo9HYZoNpVB4lZZyKkWgKMA2nLy2NYrLlVGFOxy5LsChMqN5tAPkCSgQIDMgRiiVkW9tberiFoXVXkCqU1341Tk69RADnTrqtzZcEC1VE6EwjUd/S9CECQwNQeB4jfMQQmeahwzvPXQPq9DQeK+h0/lYv3Xp6FUeiqfd0oTcKSecDNdzCK9wwclmBzcXeGBobT/JOhUFUYUqGnqtU/ExTEmdVS8NqPqSZnl7INQDjsRsudfw+Fqevw7vZMco+oC1o5Q9GnlnUOVQPoaJPBoPe5f26lOOfPL9mt5eVq3aG8QZaOh8xdO+SoIVh1Op1ymeqhdU+Av9wXUTQ+3ag2sc3iW92tf0al8fn9KLpRCZpFN60rbJk/9CQf7LL/SV/u9HPuqUHvr9OmsKIKNF1OuXBM2TkSNOeWwNWfSns17S00xcQaBSiKSHbh5l1FJSOMLmeXAUda7Nk7zwQSfk8JtRtesOfJ7cNEiZ97v+c3ivwfYb+271W4u+XLgWFKD5PY74un17/LZ9d3rSnn/6Rfu9f/bP2jnl/vj/9f9up5d+I1x5UtesvRzu3t5W+8mXv9Im40m7JMB6/eqb9vUvf96m56cJsG8WM/wK8omu+ZW/oUaCsurSInjUR4Mknjst+laDtzo3HdhbePbdt6/aqzdvKLPS9g722/MPagTANx2yQNKY02kY8FMv11YIOJVPkHTBpLRWRnSHGuRF9EDaulW3RJQZSx55zRHnwpnpA/7yppAANaDkzdSMfLCcckle7UBk1Jw+kq/ki3FGTqgdWmNZuM6Quszkme3QHkhTF96JQV7lpA01glR4Wa8yKp/tbVVG0pYyUc+rjU4hxYHQJlGtzkXlTxqnxQ0KDBrMa3ntna/D1o6Ji/BYXhmguJ5A+zimp5htjwkIhssFXm4eNSMyJFvgKFSxx8C1/ZEZT+r0CBoiEOpJYe69An7PpCaVWSvc+lHNKv21lPJbo27ql3CLFg/PfvR29qNfd5vr3TscZU+Qpi08yBtg5C/NI0E8uAqv+U0g6RMf+ayy5LmzVdrNtMc0ft/bHv6P7JV98GGe5HJZ4AcO2y08fpaH9oyfZYKgtNj+xuSYNzJZ/I8+GFySIaLB6QijkuieHJMRvXnXLvHAof3RBF4bpGNrlBN95u01nQPsCFKK/b5ut9gVJVi/E1+mv4Mu9Xq7Uwjlz6xRObPznc4Jcuiru1lQ+Ic//eyFQ56uDp/O3E3oNg8dVtB4KmQ3DmFySnIbFhUB0TCBRiYIMMpA0XzTYE5FXGaOzJ3MHFHQBTvMmo/v+AxBr4gNOCEJysaDwOc/YfvcekhKAyMYGK+Uo16alXJxHIBQrqKg1mbd/KkMFONezZTVxRSVjJ/AdeSgf7kvcFUmAaehwhAoUDUcIuRTGNEdvkrn6b1HCbpwFBKMD78RBlILL675Tc9X/MTDtvJXsKgL4+x0in3TvJqH4boFZ3PBP4yXuOBwb+2dc7qv9N0Ah7vR5qTd3LvXO6eLANf80tp69f5B0cHEayp1tb9O34DAoMLFUhWmiX4piDO0tio9He7lmzSyidmYCH66UFMYVBh5cLtK54OPT87b8SlBAEGhK8Klq2+DSE95BRrFL+lMOYmRUZwiX04fVasd2nVRV8mb336QpSSFL26EY2RsD1saJvK2NPBcYxCDJy0VIpC3eh2h/Imh4lr4BhMZwSF36BB+FI5ILLQkdRl4RAyBJ0/9RK9Dxuf0wk+mZ9mvv/btvyQovm2zK0cD7vJNhePLWfv69XH766++bn/+y1+0P/n5z9rr84t2g7P5s7/5m/Znf/Gf6MVfpT3bo1HbnYzAXOUlcLi4bJPhpO3u7beb2aJ9Q/lXX/28rV/P2t541Hbc/Q5H6pTJUAW3EeCoDE5vrttcwtOgNdeUuBhRnvP8Crzevj0lqHhNoHDV9rZ224f0/p89ft4Odo+yBa9BUz5JjWGR/06drK9hSJRLBEDHm0WWwKsRLCo3MJnPwX3e/GKg85jaBoPLjKoA6J1OqHchqj0kvVtQz1kdDa6xSdRKGuXhq+1KUEqejEiKGIdws74DWsQrmx+AqlzWiiSSqfzqqfYhjs185HF0oJeJvVD+sWs6WvMncCe9O7M+Whn89WbQwnZpSWxbwa26lHHxVrPAHFy5t06yqevmNWDx2a1v/xAY6Ah83dBvHhzs77XBJvaBIMHvREh767bT4yI0bWhhJSzkmHpDlvzHD3Dzj/taj+FznsHfOsSXNH/NTZ4QOGXMr0LIN8vZnirfz4dH6MERneRZdO1dPmDksTyFpu+uaT9VuIBS+geEOFqv95yWji6bX9thu2Uumc1VAUQFkAmozGs7LGIOrk0PPBfzuWrPgqZQpuPrn9XGR2UdjBmC1bIt1Ee1rmvTTomKYORBqvJXNqQEUGwMD0TVfGm/JpVnm/A4+mXQib7lIXJG/zz2U8c+w77MCP5vMeROLy6wExl1RH/1vfrvbJ6Fo3d0XQSunWrKQlM7szfot18gVb6kC3LzL3/r4xcSBPjNj4w4ZOlKZ+cVHA1YX6exCKGv7thIIxDIE+EpZ0xTpC9/4EQl5QBcLKMTW6VBXbkzvYAS98WFHtkUBrgKgXIhXFmjAvgXBUw+CVzM6WfkUhS0N+IgAC4UCq9TA/9FyckvqZMxcI38SwEyxwlO1iF7sw+5Dp97I3Mr8d3fOCidoEKg94LI5vVb8jxIfdVjCZQYIIXHtmoo7UVZd3o9SgvXVSpVBL1s50vdfdvV9Ngpi5jG+Tuf76IfRc559usbTn4z1+89bc1cD3BWCeacp5e/BmQxy+BWPScVreilEbJ+6xBXRwrET9x0bBnOQkCzkCrCIz2FIdF1zgYrznOWkkgaHb+frT1DYBcIZDYZCljwJ48koNplu4tf4RM86UGYLNOB+5qqVWlo84aJxp4MTgm5XavbBo/hTx9VSk9e4y9BKZd5fmgYmSHVIwrMfVGAPMDIFr7wqByZ9VvXUpaCrONVZbqFrSikHZSdzq/aGQp6fE7gc3HWzvh1OmROz9tetp+6fUtQ9NW3X7dffvNN+xuc9y++/ra9oQd/fD4l7bv2H//kT9uf//lftOv5RXtEj/+I3t+Hj59wvRdCUWM7Oblos+lltrP1lciLs7ft/PRtXgHa3d3COTg6gZu0AfArW2HLYzBOT4Hk7GfgGwS0T30/A683r960t/T+b7l/cvS4ffzxx+3R4eO2PdnOx3Xkg82WDF6Kj73u0At59O0bKekIgUbP9+67fuqonB5a3XSh05g8BK+k+81zZQiQ5VSX9DXBNHFO71Y+ybslf0yXafIzzprDNSEmJkgVtyUfi8cijD5yr3wbRJQNqUAgcqfT4Imym9FDaJegkDy596ntB5S0kIbqedpJ+eDPw7ztok0jn/bC7Y6lW4IYCWO7OZ3GVI9ErQILglcDCQpal9oorga1tUW4uDonrF0ewuu96MINdL08mwFTnaRltgv6On3r6F6fFin/SX3WmTM1cLmkD/kiHOJjim3hz2sT81uNSrppdcuT6Jf3pv/tI3pGenRP2thOrk0r2Bwp6696X/bIR6YhWqQtMY7gWbteiCtxtmGrtMPM0qDzkb/Yg1zzSDlJHgHVUXYBnCjfg4COq0faZCBiNQnsSAz8uvQ/UfKRPX9hy+JlDFhVCUNw4oJwgWK1iTyWFcewhXuUyBKRZXkoO7S5ru/yDavsJ2FPfoaDx74aFOWVVJy7b5JomzPdYBlg5ds/yOX9CnkFRgMdWdRMu7ZEOy8/1v717/74hYp0fbPaZvQAHLYU600CAN/Dxt4CDADSSIKASASOxjnXrqJHYWiMCLnBSbY9tZVQxKHlCAIoKLTmj/OUaqT70ROtKbgGJv9gguEG19RtNK3x7wIWxnAWo8gFaq43iGOiQBSd+rtSZNrgXX6rgpDUJzjbFkMP7r0XX/WRF/wlUH99LzhBVLklnlm0SDnT3YwnowLWF5OLINs2el62UaOcTYtS2pGBMpB9LYV1ioyOSKPkQ7+a5oI7HXy+/KQg4PAX1xhuflvbzCjAgpBZ3rlYz569AmMULc8z7BRjY70ckUbTlwLAdRZpmTdPqJdn2b4Ui5fomTbqALkqepBXJYtRtqX2HqhHZVMIFTqhue/7Bb1ge8LuZe+HfKSVMiLtI5OBKVo8E0bnGQ/N439yVtYZHGiQpWWJzm2mmNw62L0DDARcK2A56R8ZQR6EK5HTWwjI9/X4TCNpEBPaY2jTburMH2USsML/bDyD7FeAVG036r5EZ86n8/ZNvvP/ph2fnbW352dx1hdntJ+e+0uf0cP++ruv2y9+/l179cogYU5U72iSRh5durprp28v29V02jZJ+5VPPmmfffBB++DwoG3ZNto5QR/nZ+c467dtRvBwj3zBvcwD7h3uEIw6GmTEr05J16Kv+q1jqvbLO2QKIzK/nLY3371qL7/9Fmd11bZGk/bh8w/bF59+0Y6OHuW9f+XWuUinDSL/0lXaoB860wyfQ095D3UiL9lbATr557XPsjgSWVlbwbGCp7xRBNIJgKf+Jbwij1sXG6BGcrkPH6nHw6A9wYydleBG0AM8eR54tDWBhTwCrxptc62Nw6q+YkdOYCsW0XllgZsE9fxaxlEMA4Rs6xoZsCUe0tF8tMl08nIDnjTbX+lNmjYowRE8k9ZFMasSJ/FTR6wOGOER9IPn0XtHXZE5pw00+OIv/wwk3Y7Za3kI4dvjo8O2T+C3cuf3IpAdZEj44qleRn6pM/Ks+Ns+ZDlYA4JHSQPBpDl1os3wyP9e21weep+Ta4MhoVpKuNL+7zukZ7fXXnt4XxdC8LryBHf1T6dM1ts4d+sQAc41nvFrh9ygPtM7Pkpj5ClSRKP8S3sBEv5TTq2Wl91DW8SFk+6RElTIVs2oC3EJnt7GJFPOA4aVvJBHeOStUQfqEBfhms+intKYfP4pG7A2PFeO8yiPyQj4Kxz5fOpng2+z86cf+jrFTrgF+8nJJfd0KHxrENlaRY/8To82+d26AHUROqd9QVyThs4hoVkEy5Vy7QiyfrrWkKGvv/+Pn7/Q8dgLnFO5C5my6trtRUflwPOuNTCDMPcO6WUxHylhQJiK8oCgPUe3DcbNQ2AJJUuInGGaaizSMkRH63CFQcC9Ck1qlJ6yEsXFe1GgwLaK+u1HLVKR6hK0Giyrwzz+jKYkdL5fj1Kb1Xwx/joLiKFAeB9FR/k0ZhJNSBoI84fIGJD0fIHhwj3bnF4x+fyyWbYX5ZmwavgRgwAecTIyhpZpBEtmdLpSgEOYejQZZfTuO9Dg7cI7t/W7vdex+5qlr1Otw3QX/7mwTxgDlMRon94+Uf89vf4VV+qDg0NH9qmkTz66glBorO/joCExGN1x7ShBdnNTgDPUDh72ODbKQNs+8c/QJAJjUBB+g7e/0ie/3Pse9R1tUdTCFw5XmPsJ3EscYd4OJH9fxGTgoZJYURll6Vv80ShSbekrWaRbLZYEN/kCCIfKBxsrOe0pDXBUQ3tnlCl5qH0ZIicqHEDqLKefuvg1cLBHkC2kpYO04Zl8VwZigEHW6NohtvAaXP30tt/1f4uj/+V3L7OQ7tu3bxL0eB6/PWmvXr9uJ2en7ewCGuDc7Q3bztF4o03Gm8YcbXoJbVFEV/86bz0ZrLbHuzvtv/qVH7c9enwjcNrEmO2Mt7Nb4h3O2vft37580+aLU/B20x97pY7kXfLrh7KUC3A2oIcU4Rtt11gYiLmh1CuCkrcvX7VT8HMnvscHh+3Lz79sH3/wYdvZIqCA3upo3gAAlrszyrvQC7oBkWfAXHVdCZWjY1JdOZG26oeLOJW7G3R8Mb8hYPK1uauU90NlBmBwN0ZU7Zfe2grlIrKqkkCvHgBkWolTR5/pM/EhOFHPMi1AefNb8I42OTpRHRjtgqbFXlNtXRxcOaWHi61qjYNyX042vXIFb3loPB2hM5DQ2MbZG1SQTzwMbCxHFdhA2gJw5c61K4ZLCSRIM+CxN+ZbQJjESgNnyznl6jCvNlQAuiclUpxXwdHgQd75RoGBxs7WOAHxeEwHgw7Z+fllM/5TXrVjNSXGM+tBmcTbOWIDakdpJXFGWaS3Z/5TgeSKl2KufYTW4G+iDjhc086SlIXJ78n0d46u0x7dhpvmtXcmVTKUB6DXjuxi7rgOcfJbWfgVDfTF4KbYQ1slZA4blMQKFpQb2xMY/KQAeAcf9Z9f52D4pwz2oC4/JlrOnPyXIMB0boSVa7P4k/zAgxaZLkwiNXlZTefgGXWjFsE7ZOYU5ZTDKTtohInIq9Surbuc3mBjFu3sct7enJy387MZHQf32kC+bRY2X7yVb9cwBR+Bi5CN4F9GGqweeukHb2nv3GDDfSaoy2+6rP3B7375Yn11AHd1CiSqTPy65aULBO/vrtvVwp5zEcGdx1Re65D2Gk8vEC0agRAbXXDtNrEKlRGbAYOOV+WL+VjDMdlL1uELNNQox27vzi1MdSQObagEHpa9ET6/7ww05dwjX4roZE3PM3B1XtOhfL+JnuFh4Eog4SmUKrj4ljNQsflVwfkThgZBh+9Qv2Vtb9VdxsY3IWq6BOc8c4tU3/Wusp7yRkX03ezs2heDgUHEKWvU7I0rJPk6Hc+IHnDWCAHC4JsadwYAUGuBQLi9483KEBHCIZMXllNmRNoGQRtGw1YBM5+TBKZTOHktCqdo++xBZ4SAuu1NuAAMTlo5vIN2vpYl3WCDxjSOGL6FZ9BjnQf2EGyPz6SF9FHA7TVlVIC8k023iC3eGHX6RTv3sDdidTOZRMHAj4xCf2Q3MIyq1axuMLrB1PGk50/7IsgUvKan6/TAeDLBwGLAKb8Jn8auboeGOq7MBUOP+rgO8G7ngd154+HzOKHlGWdxj7FVliGiCuMwmwZbZBxCkz5a3bNLeuNnF+3t8WX7OQHAyzfH+dRvvnN/dtLevD1tl2eL0FTDsgGSh4d72af/ix991j779JP22L3ljw6Qr9VsjrWYQ0eqUl5+9fMv2idPDvLqkJNCuhHXywxR+mdPniRtMZ+209fn7fLyLXXcUIdD18iA8oM18TOkEKzkTb6B+xQD8ubN2/YSnH/xi9ft5dur9mhv3P7hr/1a+/STT9vh/j4yrzNDjuFZW3PjII2pzgSawNcE9ciTOp9XIKXT1SwBjh+/0jmpu/aibwkC3QxJmrr6/uT0nGfljAZrE+Jc38LB7uigxFY6U48Ob6BscmogpaHv5Ydf4GYAIM8cAZFomdriV8O/4eglekELYlYoBs9dIIvuykDK9xG4/uogJGurBst2SqAbohnZchrT78hrsyKHpKkvlu2yJN7+xh55ck2myI/B17WL/aSHb1fpdKKj4qr+SCttZDlSbah2YQPdzzCuz8hjLY6QGOxIW4PQCq60tNdtAh3d12FxPUP+ZsZjkAf9w267e6HynO+NICc6s4yWqNOw2O2P7xFu+ZvRtuiFMgA+EKIWVVJOLMB7lSjAoCDCSvscETHv33eod+/1umgWnltv7t/TkipIK57ZBv0pFcfRZa0DN3bctXXSKr3fJawaoeEZ7YNEtMPC2k3AaudJtD1lv5b4kHedaEPaKkO2XbplFCc8UYoAYPthnf9RLOXBKHJicq3fEG9wkT/ShQTTCgvLUS9Xea21xBY6G0QrZwCSt8BVZpzT98uriqvO+u1FOew5nezpFP3GVsxn8BVbp01wwz0Jl84ObRInK8DNoiPacdpGexy5s1Ps5wH0MxJa+7b2r3/65YtVlElbVzv+2dupV97cCMRVvSrfBoYM+5cNK1wjAKnDMIXVIVMJJhLC0AG7GEoH4qnwUDRKpyK5wlvuK1gqi7cGCipehtkVCJ0npUpQYAXwwxSuZZaMlxFG2hK4G34b7JCQ9zVXLzHJK1xxpLzOzSqy4Qn/HJKUISpCTW0oECUErqaOwC4Fx7QbhMqC9kK8Ni1TFvxFmD0UEOjBQ3rn4Ev0pSG7V8AwtIgfz3DSlKvvP0NHF/LdcI+BuMLUOwXgDn2+o63C+UKlK/TXNnxn332nBI/GZO4SXBzOU5BsB+1x/YALsOwZwOpcK5AKvMKeTU+4N6KsOURpRUQqTcDHjVA0hL5Cpsy4JzVAQgdhKqQqUAwfzTEAjLBxGnwhOTieRTuf+l17zDuoShNks+gNbVSWitBVUJ5Jf/jDoxheMU4PXfoD10qNbvMGC0rgNIPC7v4BlnEeTAOpg8iWyGiOPUKKB29lostR8RR+RD6o3/bTBjfOqbUtBMDAljd+jc5X/d66mx/O7PjsvH3z8m3m8s+ml+2MYGdBW28otz3ayJa6P/ryw/aTn3zaPvvkIxz/x+2DD47a3h49+uz+Vd/q9/1eQyY/r31O5H+wu9E+evy0bY0xxDczAh6CHtq/Ci/hYNsAV18d2yTQu76+bJfnNwSh5/ADvXWkgTblfX/a6+iFAeob8Pzu9ev23Tdft+++9vsAi/bhR3vtV3/8ATj+qB3t70X/XJALydsGdHQkQFMrnbK/vXxxxMkgH1pkSFbjhRxoAwyYXUV/RUCTV3t5npEwZQz6Q90EI74+6dC27y5moSeyp37lfXtxRycM2rOmRaMFLGVE3gGg5FVdUe6RYbu58uwaRuXT1xEy5Ym8OKssFKU8iESvuw6XwS8HIq2opcooRAY5nMUX8KceA2rVMCMO0kWaUJ+BhzqtbsVhK7CAcHE1hIneAZR8tGY5MmVb7YDkdULyutGQi2kNft1wSUPtK77dKVTQQpk4Y8CCYz6NTt3Krb373d2djOCM1jHylxdZ5O07Pq4RWV1zdFe5AC8A+GqpOqT2Dwk0dZBUGVoZ6DmqIEXUJfVNnLMuKPSS5egObQ59wUs+98P7foinp0e3od12a3+SU6cFXohW9BakYnv4n3t0BDqu6uTAkafxEeIEJhkN9LVh9QNxjZyG4voOaQjNbW+mm8gQu2hZKgye0HZ1nXtl3OAGXBxJFh/bHzypmyKRIXVLkRe3yAw4mZaAcdkuxc9TG6bM6Y90+p7aSX2mOhZekCXfggGGsMqrtLawBuRauXA9mEGk266nM4hwQQ3kB1qYn7q34aFyEMkEnmuFXH93T9tW6Plv2lnENihvdhp9/Tt+BZtyzfXav/rp5y+Q2Bg6BdN3un2VyNXgrri2Z+BrNGsbABewFEGIZabKll4tjSjDilBAeCMZ9wvwN0NrPItjwFDUyn+aoYDYWAlN0+P8oVDm8GmOgqCCdCHqjOuC5L0GyvwyhOQIijiY7hCx+w1oRJx2yBykuANOYRGsdZuQno6CzWPhK6A69Wt6sjGC3PsrLjWkXIqjoPX00IPD8t6LT4wO9Sp4jlToaLPTGBKRaBGjA3SuDQpgtgwGFywOhR1Z4Fqnv+q72fa6QBDnZlM1pI4guA1k2gKEmpfiVycaHlEfTSQ1OIENsCrKFYYp6d0jtbXyXiMpr8S5+KBikhTnRnZIDM0pmblyGwncrHcQB577n+JY/qGGze0h+0pT5r5JT+VcW1yYJQme3CadB/wzUDC1Y2tgBoqRFQ2Ejl+qi5+nQ2IZDUBm49z944E2PbBol7Tq/DIgGHJG9khzVMlX++wRuuo2hhmnpV5Mibz9tsbl/DJrAM7OpwQ25Fk4UkbQjK7sbY/bR8+ftM8+ft4++eiD2nd/Zysbd6yv0itDry4vz6GtQ7oGJsicis61O+UtgKtUHPg9ezf+gK4jR6JsG3TVeFhGOzjaHOiywHOKo79vF2dTegnT0F8dWEwX7eWbV+3Vqzft5OQke/nD1ba/O2xPn/nRoU/B9aM2GY+Aj25Ds0gjdfm9A0dhpHWCcGkMvQ0CvRO+jElPWtqRZm9EHU8gSFr4oU4Aez6dhUY1pTIngLpAPtwRbSzg0L6UmDKbwFOGkAHTO79qesA8yDK41SvMJImfepH6FKbS37IXVVYb5b3pCEQ9Eyblla7IlX/81gJSywiLx5ZfwhJB8aLW0CUboEGD4IG+lH0ym/pW9aVH7z3pwQGDLL5AFZrg6+CZdtUEAzIQRN+FI56lT6YJ198+GpKipInHhvZ6MMJ+zzKfLK5xGRh84oQ4RJ1ZHBpp2oZV6jQoENKQPG7JvQ58+Wea5ULTNKDo4rRheAZewuyNqPabUEdwX96HD+BrsGWg5op85dpD2uvn4yTJbnDh10EzEgOS2j7TZb+yJ0VClQT32vfiB/+JROoU3dhLznRSyCea8QM+51q6rjnvIK/lB3IntsYgGXkAiKOrcDGOXYRDB9tiTunBj2Wsl1rISWtMgIaxhdIyOvk+r+1eNp02AZsb+Wt5n1OKX5BIRrH0CfTxuU3xF/5ZYrzpdFYFeJFbniZYIWPy4uTzcSxokG9gYIAhG6f12pmjfX/40y9eYDXTMOc7NX725FV6FwPl1RiUN59zpVrRQ014DoIAVRCLqDA4TCOy5T9fRXLuQnbFkYSANA9Es3FJ/mgGGMXhyOw4bOoCRnrutpOj4FOzjfM5z7zPNTCJFYEvl4AnDsJTijksI9bmS4W0RbIGBn9xmpEIFdPm2B7JYdQr8VUwBUe8hfcej8xRL1mvEppW9XHyL6MJ/CUQQRCavQM8UvXMXcSFoKYK5/3tIchoTDU9OenoEL7zegZRYaQ8EEkEAzSBAQOX7bx2QQa4lCDoJB3Sk2PUpfQAw7mzFOf0/7TYdnGnIDqX7AmyFiN/GcgMsYEQSckrjTSmwpdPniLkLnIKvjRIj4l2mse59Pn1LPQs8vAfeOYagIWBZx1R9ID0ScmdeZWjrA2wrLwhEDFSz1sC8GIycuesGmJO4ImxsqctDI/gvTwSSHKmBnh/g+z75Tvn7hMME3q7nsLv+k+vb3Des3ZOEJD5OQKAc06dmqu1Xan/ybNn7fNPP2mff/ysPX10kG/Li29e0/H9XuTc93wX80vquiYIgF/gH5ooB/S+fJtAXu1uT9rBluUN5FRaRzf8jPIGzw065ul5Z+EeQYKmdUbPz1GBi4vLdnx81t6+OW6np9Z10zbpdR/tj9uHHz5qn3/2Sfv44w/b3u526GavweDcNRU1lVJ7kzvfD/dDR/lbslP0ky/StQfjN/wZFPrUMsKJHqEPjjrolGQgWdK78Zv62rA1e8Y486yHQe4c8UngqtwjDnGVsA6ppnzJhz3qcvLgQyblM6OLy3txLG6bX93mKvkqYCkZEH51ImLHIsdLseR55NnnJnD2IEK4sRXiw3PbL1zTEtCRruxqO7OmAJxNE6c4H4rW2zXKH3JMu/Ou9hIGuZZ6r31xhLF6l073SJMKltQvdBe8zKdd0YEoR2q0QePu9nYbDFfb9gTZRA73d4btkHN/Z5DdI92bfme8mc1p6ES2EbzfGrrIFrpAE9Q9dPeUBCERp/UHe8powX229Ik51PvwYHn2tH4knfI+ypoCLkId6lOnV4lG+HlXtwGK8LWybno1VFbBcUyAsEX7tPgGKUv//O43eHOtaU0e/5PtUmhpW4KWZbz20jKey8IJoPwVIf5Z3ntvvPX/tNEb8uaR/yWJVipHyWiLbZctJQtAcr2kizh6pWyYJG7hsflAzkW5Xhv0JZ9yqC+hcyLu7iA4cfrXeq1QJUtgJB5FC/2KR3wqZTNCSqSjxmpG1/7op1++yHATRfLFKg2gq7kB6JCre3znE6iOuRqpUrl4eoi4iIaw5HcBi8JK8NEWIK2QWlEZZJgmQanH2iSJ5Ll1oQ+CbiOkAuoWQuQpaSpXP8rx6pApDzyPDIdJ1BA9Bd4prflN02hF4VOjZVKSdJVNWD43UiwD4zPAAIs6vQAR68333/n1QfXIlkEAdaTu5WEEmWkOKeUCJUA4JRADRw/IRX7ugCYz0jx6+o7EyKvq/Tv6Ij8d5tLpSRCAoJ3SRSGKcxbB0I288M2oP3hShy3ViQcHKlEYMvdOe4wS7dXFiCMU/oEU1zwXWeq2ZIZyxSnVQyOR5Te9QvCKUPE8dAZth7Q1UDrqTFPATR2ChlvneoGTE+GU4fQInT2W5EtzrN86uSnJrAdldJUfYNjj5NqFai46HdJ71QBmARv4yDenMTz8QI48kbdxmgLniPPg16/sOXf9bgGfIwKkLZBLtz7W8TuScU6Q8Pb8nMCAnspwnFfoPnr2vH1Kj/rDp4/b46OdNtmQ/rYO2YYn0lVZsfd/TS9YBVXeaqpD3oAX9DFoOj29wGHetS2CmcP93Rg8R08kmBg7bWFZAyCH/TKKseb7/jhTMklL5dlAYh3rvo3Rf/J0tz3/4Kg9f/6oPXt61B4d7Ga9j8GLIyfSIJ8fhba+o5yPcylrANPx+20NpwGUO0e0bEula1C410lFYMRVzpQ8qPMYk0wdSIPckjfrYpC5OfzztVX3K8jrsMoL3iABAXXLvzg94CaYVTbVPa7lr04vNgVZjFxQPnXmOfhznXngupR6/BYsaVjXpIILtYGj2lSyFlsiDrEJKZn85eQ8w43laT5xUTbL7mid88QySx3Wbjhd41qLBAk+k6vACv0o4ciK/PO1vz5s7fccvK4gR7shvo7ZUK/2njxaBTtT2tDxcEQwPG47W9v5DsEhAerBzri2Id7baYeHB8jAHs9221M/E70zQY532vMnh+1gdxfnOkiw6aJOjBKQwTJyRV3qlngrg6SJtpRYkiHHQzvoETqTvz/P9AbX8QkUzJSSz0zjpFPbxrRpSHt3aUt9+Apd81PMu+BN8Oruie6VsDMe0b7ttkcb3EtjQqQwxGnmU+PYAz9eJ/46UTtbS/OVI/hzdNTjlMPbws8MaYt4+ptMySLWdZ3/dKhFI7PBXNpFnbZ5mZj2SjOJSF5zOPrKXfHRcp4coqGcJQhAx9Y2pLmjGQYC5oMvFPBtFh63ETZiK18TrPrztg0wlQUDpIza2JYMZdQ0br1pUn4pH/T6w9/58Qsr1OEIxA0Fphg8I9nxmN4CvxoUeyDimVWIQV2EhEuTKS/BVIYIMZU6R5eRgCXV/d88FRlCWJHm0veSQxgSdEIaRns+ckvzUsTXIdHwXp5/KoyGy/kzE5Ic2DQ+vb8qL+FjTKgjjhlm6EDFwWSLlMOyrAYCFkV4lgyijE3I8KDKLQ7A8nj39oKZA6+fPA9nCy8Zl618V4YoUg31O5+IblMj6bRFg2BL/EqahHGoRqOaHg+0yVBZYEtv6YfyAzwORjim9XTwyzbH1B3DQj7Tcmh0LLCElZ4/NJH/kkAaKrDCUUnDPu7ljG2B09BdY1QGOfSkfS5Aylwvh8GSp3jqVGyHC+bOTk9D085DfEIOskm9wBdn/nEnbTx9iDKIK3XG8Yg/mWpkoNaEDGhHdhEUmOXAyw9hZZhWnKGDhtSFp2SnSfZ6pY0L5mbtAufvzn61DgD6UYXfSnDB38n5LCvb0RfaM8Thf0iP/zPOT9rzp0/a7nhMb2otX/u6u6Y3T9Dh8H7enfeVPZz/7NIh8ZvQznPDRaX0wG200bly7JC+m3642EuDvE1P33lfrb3G0hEEcXbPChcURa6gh47QPefdO3xED+9wb6t98PSgPTna5/eoPdZgbo+ylsDtaKXRgCDQ3ryjADXio3FBXpQL6Bce4XSUH7nhqEe4wvN6Nap0w8W3cYz8WcR97U03t73YbHICkWPE0OsV6p3zm8WL6rv866MKnL4emKmmggivqgdf8lpGXV3IdJgSAu6pfVmH/FZmulzwmF/1W/xKNioQULpshXKNTIF8dHeZLqwu23CoAhir8y+4lL0LmXJPXYC3Duu0JvETrvS1pizS1IaATw19V7kAgWDKlxGcumZl5vVVTgGnIxA5Qd8pJ97CtYeYkUbxW+Kh7I/gtcG4C8U2Sau3abDpjr6A3IQA0mvfSlHWDvcPOHGyOFgd687EL046XQauN4vMRyeokvehc9EgLZWPpHufdnGm/bbB0zaKm1grK2m7zpCTX/Nu8t8YUdufbLQPjg7a08P99tGTI66P2lPk+OnBPnK83452ttv+PoEAQYz7aDx9dMhzZf0wAe7RwTbXe3m+te2nszfozDoqg0yFdlTGIeqediDDY/ACq/wZlOWNiOSJhHDBL/S3+U6fiXU6VeZfqoZH6JMLn5tcdPGIvCzzyvIUp7wmeFnK2xze20m1o6N8qn5VFFoCB+va8P2h2c4I3sIn26AcGBx4WK1v71i/8lO7wrrBUKOTU0GFwffav/wpQYCIQCRVxcVPGZaEOBujYYxAnOLtnOoLWEXqEAqltWIKc82viALHEYHFFKNJQBHlFga/GgNbbv8rRkfl02g4ZApGmBxqoNFog45DQkuTEFGi8hMiSorggdDRaG45YRW45D1X/umDFcg8UxBjB2gpaRWsgL8CgHJ042Bmy4eR/Ob75GDg3HEpm3O3CpIGqJyzMDRaztn6eghJGd4KROpLnjj+YbtdG9P7wVFQxuEYjf+aAQG0cB5KwdBAKHQyxzaaVopfz3xNSegaCHtD6fkVkeRiaJYtWqUf8LNghTziHcdtOeElp/xzYSIKAv2Fac8wyHMaPCpPeeVw2e5oAf8yJykM6c6lMCR677GIT4aIJQi1+e66BtrgxDPJHNEZ/lOMXAeyrFqRiqz5XFnUOXkPGtQlXfktSolMyg/oteZTmxg739bYkIeOAqAI9T0IIduThX6c1LBc7HeRFbM6p4vFIr3Uq/v1djJ12Hq9PX3+cds/etoOjh63f/jr/6j96o9+0j56+qzt7+5kfwKNqlv1up2rc/S+CeEirsXCwOK8zaZu8HPVrufSBETNb09FXiDrVEubWruYzYnQ5xn+3M0HeQYYTJwsD9UB5dSRDPfh971+pypsuMZCttkLctHhFucuunu0vdW2yT8iiJ8QOGTfce4HyKPTJ3kNEBzSgwe2uCXoDE/LuBlAZvoKZxL5Ag9X+kvH/C3lQN5rPjNHG1kmcAA3fEXkJzLvqBi5pbtkqC8GQjd5ZluxhmABLpzySnmSV6R6H+kAPwMP1x5Yh8PsVl9rK0AYfBJk0UYHZDSg2qagacYHR5yagkQeZUuNMIcyZfvjpJMOKsDSmdVopsLrr/CLZkUvIWA3DYK17AUseqrMyzu/ywIo7nH2gV91KtNX9PqF2j8qZTggAOVWHVAHXch1o12iUHQG2KolgDgNFEtX1UMoA14l73k7QH2k4D26qKNwy1lNggvHDFwTHCDDTiPs7ozaU5zw4d6k5JuyvsrtGhkDrhpJdOG1cmMgWsG+ga/4OiJn2/LdGZ5La7s62RVPeQVnpyJ2cWCHu8P2aN/e/qh98IjA9YkOfaftbhOooCcTHFw+nkPXdhNe5nVg0japY4Tgm8cPZBngbg8H+USzeG8TxDwhsHm8v9MOttWn9UwrrDm9AjkyDQFOOso0ksM9CnJITugru9OjJjlt8lGyli1SH2BjDq9Dc05zVjISUQVCJ/Oq6+kopgL+KQc+N0nR4rCIsuaiQ2U3HT4fqA9khBxtTJ4t2rPLf3YCDLC0q47SBTaHQTVF4sMN5C+n981vx+jnnIK2orX/5jc/e2ELsziKQg6DntNrga0ZZrTXkZWO925AIlO5tvHmjhAX4hp4XxeyR+Pneq9u7M+ktW1Vw2XvHINjHRpglQRxBlfnRZ3zUlgx+tSbXp9WjX+Qjef2IFRAG0T9HKXA5WgShFAmhpK/d3mknlIObNMMXhI0cCQL/5WTUoGtyfaQ5sOk51Hq9nkCD5/JSS0dhM4mIx7Q0GE+jZgG04BHp+pCwDscikP+9V5/CUH1cGgPFbjqWKdXjlsDCB3ynHo5je6s1w1jwM6MEY4EABGfoMJ/1G5e1C37GZBVA5TXMUlNAJe2Oodr0ww4CDIctgaMihxHCwzbK61cXKNxkpby0Dxe+763b05YVqMsv3Rq9lStWH6Gb+JEfhdyIQDt7Oy8LeaLqksBL0TgUdGTRoe+2caZPx+pBVnMKW5kX1vTqcBXlDlfYATHDcrY8/GTrE5f1c55GiX5Ar24j3QApwzUBrDokYLLyZvTbJTlh2ESKTsadnWH4563p8+et//lP/tftR99+UV79OhJ+/GXP2r729vw0bqVSYI64FyDSxwmvaZLnf900S7Oz9rskvbi3H3DYxU5uHJRoPqGEXOqTf4pkY6euYL37GwKnLu2tenwpgtz1cMlP8kTUvHchabqjTRXAkoKyuG5nbBDyuPRIAbBRYTKC4+QbeCpe8ow0OydO9zs0dPkfQwSvPNNIe+dElBYdGZ3d8iDfFWOwhdOZZ18vu7ninmNizrqc6EracpJPldMsLYJTu5WKL03aeeAwCbaACx7xJaNvmlvlrDkP/81dyDEYmAMtRHFU0/5oR2znKfO0EAjVOOfR+VbUgs6Kq7qoWsDCg76mzyAtl7+NNHRSRJta1G711mwOgccwo1z59Zn6exwmNfNnNQh6S1e0sz2pTNjPdw7+sJT8q8gDwubbpMxL8DiQhsj3mvIkns4ZKMYM9lACc0lzQ4tTc0bUpRzutAd5/K2E/Jar746HFw8cURWeYr9oz6NlHANFHcnW+2Q3rifLp/OL+AbcgMOAIzuyeFVYCon+h/f2slHvnwGM/trtoqFEq+zPtzdyjTEB/b2nz5pj+jNPzqatP29rYxo3bsv/s2csuLrotIZuuObJy7WJgi8xq5dEWwji9m/A1rdL22RGiEeOsvdrS2C4mHbmWy3vQmBBW0ZGyAqxwvLO+JXOiBva0SDwuCLaISeKqgkkakJukiTuo7mepV1BKZAOLntXXUycvFORuJDhEGG0JhnkjFBns9Njw6mqsjleqYDZIe6xAUwULE2IO8QBPdg7+HeEB13/ZNB/gadAfIZ5diG+CR0gRoMAjKiA976Jzeic7+YtT/47S9e6FwVLBnq6wN+2ETRd6jOyFUjCsWDLK4pRLYNvkOqMMtdGWwPIb1KnRsGrna4qjkwiiDk1fvRWGQIMWVpl8KHd8yQrYoBBYz0gQQekkfDXwFAd+JxNhwhbJxn5av7sCx54/g4dYTWGwMBHB2EjiXU5rC0kb5MzmYfKIyKZ5si3MENgqqI5HbhlNgp/LUpx1KAbBCiIOi8BUB9d3eb7RoFMu0GRiYm1nnxLGsESL9DatMbudM5QZvwUTqZn3uU2YheRhq1h8ZL/OVVms9/wQM8i+bUTbqLvbzWKMqDPM8qZQthXGib9LOdCeKoI8abX4MAeWv7/YJcetgGdP4taSdN6d/jaCpIAAzwCveiG46HMjcYm6sF0WgUljp0ZDYh/MPoYDh8XSd6IC21M+LMvbQJ7zSR4oO2ub+DxkYdlCemOcRtQLLhK3g4F0BwQBXaU/PItHcDftDO8zPfWnDHv2k7nWJgpOTqJobyNs/dv/uzjz5vX/7oy+A+n89wzBvtFvynl5foyaLNMJ5+ZfESp//165cEE9ft9fE0uwVeXBAA0GP39VA3gbm5hk4Yt/t7enyIqHqVPcKRFz/8NEcfjt9ctMX0th0cTNrOeJj6NOCuqr+loYONIb3m4l0UfEljf6UVggvRPKEvv1RFu8HxcgFc986QIhVASA8NaHiOUXV04Ya6pJWvRPp2jPmV+TtkboHF9Fe+SUdH/YQlVyAdMgwvwNGRC0DQrNKHBAVcq89Ag2fwh0BAdLNQjvz2IuV/XrujN+abPep1LWIiI/U5oihD76lnhU6GG3NJgzhacNQIxi5QufJm+9AYipIHHY0eqNOka1+0Yr4Tn2Bc3YOGSQOmVYZJ1O+rwFl7YJullbZBobSJ8LDLeA88fMXOoKmn+2sdfRRMeur4zWO65FPna3dS6zN44Bk2Qf210VJam2owaK/Otjq6AgDa5zoLdFUHaK8+vT/LGkzYRuSDM1+z9GVzaQyNXLelHmZkDnrZXqes/PCZJt+3WrY5/YLd7vYIB73dtieTyO/F+bwRCoLZfRtCFz/p7Yil+3ZkdItT8VA3HerfHbrD4V4WzX705FH75KOnWaNydLjfdnDUm7SDkATcsREGeeAAQpEZAw7JfWeAC+3dhM7XCdzYztGw2BFyu7g2EgmPLs+nbe12jg2BNuiOPmsyGLUjAvgPnzxpH37wuD2eDNv21jC1zHzvHp4neFCGHakFlrbI16DtlDjCmsiAxLzpRYZMhZtR9CkRH2IaOCaZ3y4r6mdGabmNyFKf1+ajGTY3sPJ2Fw98bdH1TqbJJ1XbOvH3GQE4HLb2eGejbY8NfslrfgLDfAEVejpyYlCsXC1myF78ma8b3rfLue3UNyKjf/h7P35RvUcjhXp31U1FjPbWHDocjgKw3RUhE2lLhCis4qm2oMT2WDgdtsriQBSttgq1YkUFIip0lA88ykb+IUyGqmhsCAa0vItMz6o+70lGjiDM8xi6v3WvpP3tQMCj90JVwvxaL9cZvuG5eZ2LD06kWW8UGIrLIEO6BD8IhNG28Nz0J9scm6ySacAoaK8zwQmwVEgxFH4c8dqo3WoE7gfthnwOw0ijKL0EXOazKp0hyIITDOeZ6wfqVTdP0uGPBjtROBVndbHto23iqlGo1aMaJOhOe9J26p/nc741PaNUhSdUb680PJQAnEVXZH1pbAw81kfgAey8i47i3eAorM/erMGUNMwqfPLUN8wFpqAX7T3k2ya9vU16pwYv4mJPUP66AxhkIw9t4D5Gkz8FVm4JIm3kIsba9sMgjWVWdwPLqN+vcE18tQ6DAwViRCNb4FoBoAoing2nPWtvz87b6YVvA0gn2rc2wEhiWJC78dBX+yYZqn757S/pXV9Tz3V22ZtdnmZTmueffNJ+9Cu/0b781V+D7u6lsEpQYbsIpDFCvackve5vcWikT+iVjLYG+UKYoyNuFuXiHClxid6dHp9Q50o73NppO9uTLG7SmsLOOC95J01pUaZrdIIJeqAZEoKhmIcnjnYsLubtejGN859xfQX8O3pPl7MZDsFelrwCjk4RGjpErdyK7yVBjt898Lly5H4PBq4KSToM6JxvLyiH7tUQwyUsrrUjaq650ykAJtnaPFZMdsAdeR7aIFPIpvUPdJyaBjfQgh/CsHcsHKQk+pFNq7wjqFZ/nQJyVFH6KGPF50Yg5+gU+eLk/S1ZtH3Jp2wpCBwVvNMy8E+azVrCMj34qlvQSbn10DCTmRO45LOM9AQs9SJjYZjG3ZETbCG0tEjtuVFp5rU+aWRd6qmjYw7pi194qg2x7qXcaxfgdpvSA75122l0KDt1Alc+BRb5pLk6oh4o/3boxP0SWvvkRlqqN9ThOKFlMqfMn3q2SbvWhcXTNdrgvhQ7W5MsNtyjVz10Iyl65dd+0tg2k9MOqOqo47eX6jD148Pd9uGzo/bJB4/apx8+a0f7u21vd9ImZMgGTXQulQP1nB/sqzIMnKyN0qZjZ+S1J/IB40NfLmhP0TCjUtIRAE7DZQ8VX0GElgbz1wYMyxEE2+jnzO0g7IPL7t4Wegid7hfgQTnqVuCyNwdyZSCj3CmvsU7aRyp1j5XYJO+p2w6jPBMXKkq6R56ZlkN9M81mgDMyol5oezxsv7xJgM3vCoyJfEhgej7S1Y30JvT+9yDP0d5q28PWHUzWkRXy0maDw3yunbYMoJlyb6fFjpMm7OziniAPTKwSGjtdt/bf/tYnL6xdxnvotN0TPXNWGBO/XOW3iVcRXJ2/EXuiC8rogNOjtkEQP06SP7cNTm9KwyLhJSrhoEQ1TThG/Y4GkIOgzsVQEIRy9j5ViChJVNAeItbOqyVxJbaHBDLN4yHRfV7R95K43HuVxTNLx6TC9HypRdjixY3Oo4a3NcDCFq7lwYu/BABQNQYHQbU3YN4EHuIXChupEzw45KuD4DlmE6ZroDVMJTxABidViOekBTZwax6b+lXgpJETvBLsLNsd4yrlqC6Lr8TJ1oQG/NCYBDbUYn2uzM4+60axCnnoqmOkl++77DhITbfDWxox69DRj9w5kvxFa8zCLVLkFZUYGIiX86AaIA1YBThF3x4ISBt7VLcOL3uPAZjNMP70QiLdaWPlF9del7ImLzIUznPpxQ2/ykfRQHs7IJ9vCGxtjdsWMpsRAdrvyIUC6IdcMl9NSXvvvuN/cmFv3dfokLHRhHa1dk6I7HynX80bJghabRONOobEfd3l4i2wnEb4x//1T9s//cP/dfvwix+1f/APfr39m//z/x0j+aidElzMLzjPT3HwBNQ40JVFrS3Z3dtrOzvguE3vhwBj1c1hRArd8MteBifXOOsRePsO/2gpi+qYdFRe47zRHLdFdo6f5Mi3+pSgB11UshwetScURw9sM7pOZ76YwWNkjPvMHetEoZ9HggF4lCAU3b3B8TtKkFXqlK2RMZ2Y9OD+rvQ9uytCH+2Bhk14bmITWQWueGPP0SHCHXCZXl5kOFcn5aiEMA141jYJEgkWw28drPJK221xOhjQCnuna0pAY/3KuA+UZ0cZ6tU6ZdRpFHWm9CcBDXV5n2H5FBM79cDfWCEuOUMb7jDuNQJg+eqpq4+RQ8vzoJyv8g5/qF+BzJC/NlK94bqG2SuwzRtRwoAgpvcOis7NdsYmIYOzBGp6JeuX1ugbp+24wfmqt2KtDUi91GdvXAZkQSY9fx2NOpT1WByGMI5OObRPRcAv++p6DfVVm6+7W5PP9sjnOumrLFC13dokt5Pf2/GzxhO8Ejbw1qligoTJGul+3GjQntDjf/qY3v7jo/ZIx789amNkGs1XyHC21+gQsm5w5CituIMDt8El9hM7Kh2ykPoWHmK3VlZ8q0o7Y8/WIAYJMgjVUYdPyi09YvT3ip6x9NBxV+cJ2kGGGe1aECwbYFKkdG3LzfEIyptr2eAPGGiW7CDYbl9FFqvw0Dq45gZaLwNH//Ebn0B60jjie7gve2iRkiWvPVTXwpnyihXpNVpedi0Lg/XgHCQHhwk24YgA64PdrXa07Wi9qWrENfzBhqqHS7shndwboEb7lB04AG6YrzYnTbqv/avf/dELh8viwMBAgrlwwB6RTmE4xBjaY/F97AQAdSavQq7AqOxpIW2Q2FRk78a5lgzf0JoVBDyrMMkjUTPMgUDkFSNOG9+dv8zJPBdckIAPifqeoPUsSkneh3n6s37tq1ohLNee5hOGwu/Z0y2j4hqZ+QqHuEt2DSUglvDrVOlUXtMUigwv+gYABpWr8O0OAb7G8WVHMYfpUM5MHQAfDECOtlgvfzImbRBpcQ/vFQ57VtAQY0Dx0CZRO9mivNLMG8tjLGt4UyNSONhTDA04oygayCWdY8itzt6xOJuG0GkEQiPKpL3UGeMTGHK+nhkIkhDjaxApTHtdQExbxE84CmLxTJrjnEnT0Pm+uz1SF55leBNHEsMLbd4NmwGnDK2pwBa8tOPCy/CRq20c5vZEQzNoY4IAHZC2XSduMySpEZ4r//3KpYtfTwkADMzsRU1x/senZ1kH4Mr7yXCI4doKzN2t+u6+Y+u+65/Ng7BWO48etS9+5dfRE4wb59d//Qvqn2A4r5tbAd9fz8Efg0TleVvinuCCMH4j6wFkJqpLu/TPuCa0YaUdvzlvUwKIve3ttr89SSDSgxcJIj3dp175c9FPFuzxUBl1pfMmTs9gw+H0tRhRiCC5ONQ/35jQaKKZkenhkEACg5lNfsIvca3RhQT/4CmNXdRmD9Zeexlg6OBUhzoOTRfShXvlY2NI3QZuyE2cnrIiv6B/1gIBx/npCC7y4uijc9OhwsYQx+KXBpEy5DJtBi9ppZ64nsEGlzz2tvtQnaEO8iuLNX9OugUpRxM4paL31U6Dpkrz15HLpQGnjpJ1gwj4ThlNlJLpMH0w4ZkBv4dBh7qdaTLS0htf8tcztZKHwtxCA/JlCi4koE7oZLk4LM5il8GXoyg6L9LBF0KQvnQQ1B+9i35bp50wdUI7ol2za2jIyiF+EsB07IMdtDOCTUfixOtao1xk4r4CgxV4ktdYwVOHElsDr9Ik2rapfuzvta1dHfy4He5P2gdPD9vzD563J48ftUcHB5k6cGW+0wX3BApuQmeAikS88zd2BkMLKnd3Ru7SEU1nijZmcTM4Ze5a2bW98E3blu2N0SvtKCiH936G19E1baV6SiMCS37aTNMd/XRtgfbItTKOaPl57u3xFr8j/JHD5456KrXV+05HLDQCL36UO+vrTt97bvktP9L9jIfXHspaf6Zo+lgfH4AcDqxZIutf+FW6PH3ur1OfLuh1hOUZwdbR9krbQ11WVq6gBQER/HHbcadKhC/OQnKq3YbTt0BP7bittitwcGda11at/eHv/IQgQEQVOIVoFYUkUs9QYKO34oYkOBYi7iBmg3zAnaZJhctiGf6JqcrkAgY3urGH5dxQKRTEhon2Am1Qzf0XLE1ENheQoIKBUFEXWpLeDY86QRWeTmDz+VChzPXyCJERWn/NL7YZ6YDpHsGZZ5ZRkaIg3oOTCEiFIMJhPRWNJ9VsSwNcdXdclLA4SAV2KW35EuA6vWgVFmfje9ERHOBk2gB8bCfIUlFV6LM4a6Lfqo//QwNwBorZshhHaRYez2OIUVpziItpCpzkTfmCZE3B0cP0GiKl7uSXriqWBgTcUp622ybIk1K2M3UsiSM+XEuPCHMyVVo/rKfzymuN02A0pIw7Mt60OSGpQ6YWTqAgrsiO2Na0kcGVdUozaB+cyROYUgTBJ98Wzn8buPY2nJ5xMZ1KkPJLPnu7IACwJ+TQtD1wVzhfXi7a2+PjNr+cgddK26e3/uTwIN/md0WxK29X6K24iHWBE/QV2tcnx+3tm5N2iLE7ePSkHb86br/4679O8HA9m7eLkzdtPj0BB3gMzgOc8nhAcBK5N9hS32gqzxyOzZw8PDQYuaWnPqI3vOuIhiNo0lXmLOnoqeGMg8YaysdyQAanBgIE7RhInQKSJBvCm+IDF47b8q/ms6ULPJc4pMmjGlIu2c6IETJt9Rn9EhQ0KucvLRcZ0fE1y3x9jzrW7TSAn3DVffdhcKGiIbXBHkiE1+qb8Lye2xvk2i2xh6OdqoOy0qakotpuYOMIhbLuNsNRWdJTmKPLW+1VocyZZlD53m7wL9fdKEuDyB55JILPZU5okxttmKF9wfLe8h55zFH2jNNc1hE98LJ0SVuYbXjJY4Bk71xjb73mST386/msrexOGghfcW78KtMGEZmOQ6bluxVpizUJWUuQE5iUtoNlukFEH/ExgJJfBn5+blzqOnKQMWILcZTOEARp+/kVb3GJE5av2gTbQXA42hi0HQJme9QuJMwCyLRfmLbREBfayyx0W14IK+1OPRVEBf7msn0Egfm+CE7N6SbxUnadAiupoTztqfZWIKCsBQYwbbSBpvpg8GsR7ZmH6e7ZUG3lP9LzumzeLhpmHZzsACLBCwEvdPKwA6HtiZ1PirJS9rZOcawnHuLR5aQ/X96WTlsHcp5rD34hBb6FS05/8wGgwOUZv05TjGnu3nCV4ItzoOMnH5ldQ5C3fTwdCYA+dqas21GV+eIu6wHc2l+OGGw5+rz2B7/9oxdBBGaJjWYjHzCgR7QgknIkQKaur1BMItoKwy6FIsgq1IqRj4jwFMcEADaaCI0nGSqjVc5LUYRTgSwhyc5RglJYYE4YKTDS6qKI9875L1NLOb3hTkMllThKqd4zJ8rNL7WFoTyovClvHnqZwiZflAwBr/ly4PIvw+9cO89u/hhMBY+HwvbaBXG2VbwAFcJHcZzvVUAxyLr77BWwbLuHztxCmRuijvTETUBo+5CQMDWItkAd0ggk4g8vyE1daa8YkdlTQ1JBj/h2ugR70m0P18DJIqOlBD6km8d7GjqkpnEvZfWp9POsesnrvW15V15cioaephlYeIiOK8Ez34a8+PVB97fXIFEs+TKtYRlonYCH66BpPaGFckAagq+D9rXAHXq0Wzjg9Dw0RhoSysQIUlSlsMwlvZFasOoIy327wOm+fHnSLi7mlFnNRirPHh21A4c7qUtFBEq7u1606fyyXZyetcvZIrve/dXPf9n+5D/9RVbjf/XLr9ri8pIgnOCC9rz87iuCi2NovLKct9Yswte0EWe47C27jsNTXByhmAPrZnGTEY297UmCmoxm2OYlfdUReaHchfacGnjlKqf5OR098TpvItAW5UUab0CjwYheFbLganGH8sEqeuCaD0+vDQbsYfrcgC3yBlGtE+lHLujdYUyVHR2d0hscl10a16x49IChFtTRXq7dBc8RDeNl5XnhwkPqdWRmNNkNzn4R0wVv1YmQFzh2ZSsOvZ6VWEAD4HqYN3116BOdwlZ1G6DOlBwq14ortIIhCYahn/JhuofP+C86ZADgvGxEIYdXxQvp5iFc4eSRsKWTN1zLO21UfB9p8ooM5bhJ0aGLd9Hb4Ihy8pmnmcLT3oij8CgnbuIZm0OS5fJRMBKj75SVptoBbVnK2h6fQT/rMr+jDI6yOP1X8Qm0wIknWMA2KENSWBy1PzpDp6ziH5B/p4iccvJtDfXL+uWtcpL1UtJdOSJPje7SbhVAusFLeaYTso7INPqnTXLKISOSBgDQMfjxZ2dTW2Bs4d761VnixK4qy9V28QAe+oTQ0XNGz5QI77XL1u0l9bk41ekj29c7MuqLO3EOXQSNfLoLqq/3Go7JPkpz0E7qKImwNP8Dz0OZKJtX9tGj5JD2FYmCYuyA9ObGdEezPKWjOHqtPXJraqGIlx1XccS1t+3hbXuyu972Jjp7A1bbZhDgNXSEj075ZOqX8i5Sn89dEHhHwKdFg58KD7K29i9/ShAAEqp1CQo9ExB2OmABQ0cEAaORG0w4xEBFFMwvwikRdCJhTkRWhbXVRrF1Zr9ihELyybQcNtyG2iKFlJKJiukNZP6MLHHUUsyo2B/h+sAzN+ThWsak7oDyF6wkLmcUK07AHgP3tEe+6Lgt9XA40LOMAXgDJ8poZrCL4aUJZTDEFhwpZxReTtXKFSzLKgS0lXQ/03iDIYzDg3UVjae1NIOTMjJXeohBDEeMSeGeBVbiIV6pm+fkU7llo5VatXi9W0REsuQOrsACGvlII5/NSVukMdcaG/N5I9wuwEVDnsFjeWkvQVqogOIV4QbH0IJL0/iv8KfdOm8Bhi4PjhjKtFeBte0VULlCfUbvOoEAZZQkvUOB8do6qUJeeUGadfpcZz/23eCRm5uM8oqMvZdaSwC+GWZGuTAsmQujrn6enV60l6/eEghcUWatHe3vtOfPHhMA7LYxMCLhWu5bHKP7sePk/XT0xXSWkTL3wP/FL7/OWwbOb9/OF+3szTFOfNFOjl/hYC8JSNbyil4UfvlaV5QUfKSve+I7bXZ6Pm3fvnwFTpeh5dHeLudeGxjma6xptvwv+TP6p8eVIEAHQVuhbc0l+1zdkje037zUI68dzpe6460RBncN+cKR66Chu/SM848jwqlAn2va7VsRDou6CZA6mnf+dazglNckrY06NXKmOc+r0XY0wimEGHFlgb9rbIo7CDr0Lx3zjFMddn7X1evGI5Ptw7Yx3JS5peTAzz79tDWv3yHgmZeVHpTVTCpWJelln7RlkSMVNzKjzC1lljSD1MhripRcqQulZwKrHrxOVOytwLz29MrAe115Uy6wS75ta0opt+IorKVNcIQkC9sUa4FwBif/TBMvYdFeedJ1KfmhsTBrETY9ePDLQkULio+OjKyWu4HG2qHSAwJJnskIsxqMuSDTt1uiRzpnDnv2VA0g+bIOX7RnwNJrQF0DgBmyrbxewa982vmGe3TDUQtfG3akTvoaPBp8UQEwlcVihbwWR4OAOFLaazpoxaeoE1msSHlHoQwKgjQ5Mu2jfb3hl05ZaCNdOKmG+wosqsOGfCFMcIfgkTJWSf4ECsKRb9w76uBD8ZbD6tGAtIzWiAtZr66m7QYYwVNZAYS0DX9tDNdKYkYoU5Pg5bf5imdel331NyBSX8kgpZU7HmjHYyvIIG6OOJvPKQnLa5PcI2BndN+eHwzb7kg6lL03OhKHsi12OMEfGE6zXF3d0rGnk3Fl8C51CALkhzD/6Pe+fBFGKHwQQKOkgvrd6umc3tFyJMDNUILssoESWwGSuQqVrjzDe5R1ODxvCJCeeRVbbUmZECkD33BPmFzDNBdbKTimK69SQZwilToECcd1PuwAxyWNIm/EqQDKvGJjOZdETdQrXxK08EB4CrzMDxNFhBLOU8sZoRqBuvDElkZI0ptBEClv+/1fRopaOX03+TCylgEbmdUwUlZR3BdgZV0HgEFDgqxfXNJu6kiQIR0LeASi9k8AB//oHZk3zjO01WiXQOk8K5gpfLoB0oDLnwiwgsE/83tID595GBx5hB/yEZzjZPknHnkmUjgPaVm9F/BC8bNGQfqqSM4VU6cBnMFgAiuKWUaiR7iFEcBWpTNSXqC2ikZPV+dzfu6Xz+qTv+bLOpIl8vlTBsIPZYh7Tre7HcBre8t+cMdFSb4hUF9IQw7B06FojaarxCEfeK8nGn6Ds3315rSdnGG4iLiPDmoK4Cnndr7SJ11usm7hBj7o9B0tmN9ctfPLafOjSPai5zPuz84JYNCXi7N2NT2HFr5qd05bCAIIRDagiW/BOMQ/GBqsIeDymdMhxovpPB/6+flX3+bVw6eHe+35k0dZi2DU7+hCiCKv+JXvOnyZqwxJR/nowrpNdRh+9E1CXHsjz/MmCfSTDToLZXr1zvLKFfzXMKCDECiyce3+/uo19742ZoBmHvc5iJ5aT/40jvCUNCrKXgseG/Sk1B31Q+dn2fl8Su+x9ojQPsQZ81vrP5TfFYwV8p4h2VGCWntrNR2xlFMVWvmBdjoF223Z1BFJgULCz2jEMsU8yiH4KbcZGSCfouZvnDQyGvjk0V45grCgTf6axyBEOwGWgRnbx4M4cGRaOVcfbL4LJBM8mMfcgFa3MvIp6cHn1r0WzMPz8IfytVhafbbGsmPiZjY/CFbYFr7yUHuiLlpLgpE4LfKTTVUWH4fKVzeRImghCQXm2g1H4OYLF+TpZEXV+nH8PM+CO+km/toJnrlI03rkZ735VYtB7TDKvwV23jrX14fUFW1XlECCBgs37AMGvy72s+U1okl7EizCY2ggPbS+8kiZzV4a4idwcaIuZdYKsmCUfOLsAmXzmBaCc9SiQH6hb/Zb4ddnGc1SB+SX8g9cPxamQ0zAIpfpFLiIWtuh/0vHeKrsi4dtASZUqjVU2n6pw19k2Xb0Q1kqlOSxchPs/I/r8J6H1qqjr0/1oz/gYZa01eeOnNA2PGXeDjjYbu3xnvZOW+Ai0dJ3daimSQzy6bg37DNB0yU2y4+gEWcnCHAdiHwyqF/7V7/9xYsIHn/gHyRdUOHX1C4xypuDMb2rIUEAyGPkEyzYcBDiNsSVaVEEejlYDSDB4Fsq0LFrPEhwEYKLOKxDY5TG0fTw3WIyU2eexgNPBeRaRtn0bNloHTINRujyrTO9x5VaeV57RfMcHDVeVhFFsn1SiIpkkPhVBM0vp/iopLZdh6wyOVTpvLwLTRRiM1srgGwidZRBwccE1vXtWiJj95t3S9QrhYXyq2sjK9Bu0X7KgZctUpHF1XoBmWvPGCoUTOGqfPzPtavqs6OedKQt3QlAttzHsIKPpwZp3TnxtIuKwdyARYFLeVI8pGPqsrcMXaSTcBx+pMrg5krZslv0XsWZPNl8CHgqiYbR13zoBzS/AR/l5rmjGNZXIzFgCk4q6iJ0Jhd4KkPOdWpmrcfhxQWGKUokrUIYqa4EWDfJCgzPlRFlcsC9c5G7W+O2M1nP9r3rYBPjRV3isDV2oZk9G3h0v9Hens3bN6+OCQIuwLW1vb2tBAGHO9t5b9jgwpEv92NwEyDnUN+enLXjk/MY0HMc/RQnqaNdH9iT8NU/gmWHMyPPOu15G6xfcaK20NfQzt77cDyCt8gDzs2RoQu/9vf2bfuGAOD87LptEdl//ulH7eMPnrYhDXYfCt+ksPcsHaunCC3AySNGRBnhVHc01eZ3XlD+KSfy07rhcHR7Qa8A6os2Omp+e25VTxwLeTSg0tcefu1kh6wrhzpF6c+Zb1/4BL5sEHw5dWjvxXozvE4e5TeOCTguJoxxR45sh1OG8t1eyppDuvw5V+0I2ngyokc2gG+uDKcCjZZ6rSLRZs/YAmhURhdZS71cwYT7FWSQutQpX9/S7ig/6oOkk16WSS9e3QGe9HDkLXTmT1mOPoW+ZZyVO3Ood5F1gEXGudEZRZ9ShpwQpoJt8KLyzPHz60hKAiyBVC3wSXzqTkRCw942YIhvOajCySk064nek5a80FVcYTidD4N2cQI/282vebTW7ixnZ8Kt3V0klo6Vug3OBnjqjqvSQxvwyI6x2jvw1xk6WpN2Yo9csY+RBDYKCw+1ldHbwNNxkQ4uynwCMZ9LA/CJUyMAiIxwxt5AQ0edamTLDpg8M+BwdYhwtXuVpm2gmhx5fRX8Ddakh3R0islpDYMgKkAe7FpxgId0y7oVNCZvv2hffUR+89iDVpbzlhFp1wt60pcXbbYMdsIH2xRwy/aQGFmCVtJAenvYLo/IESXDdmHYHNi1ST7XIrkZnNMTvulkgJy3sGijsABPGnaE+91xa0/2V9ve7iAbLw1oXqYzIvzUAVw5raxv5Au0KxlpnE5tJzpPA7NKA1qK29q/+K8/f6HxT8v8AT+HCe3ZOiXg6sHJhJ6RDKUCG6wyZPhkOSTjvcNk9cqQr5Ro8BUSFR94wOA2BJJROpPseKVQkG4vyhXVbrKR+T4IYIOEHQFFMCRWzYvUs1qEJCIQlR94mXsJ5wiEfxoNnY8mbxNBcIGJSm5TFU6fKUWl2OFScIrwg/McgQcEbZEB4ip1bZtKBHwDHaNhaOVQJ8kET7f0FjWitwRQ2219tEUVugCEGvga1SgHDtQ6a5gQWgA3EWokQ0NhPgRQJxJa1vCeR4Z94VnYRj1ei7OSJXyvM1VBfSqLz1XgtA2FNjCqIEJl1gCTbk/R4Id0nynUOp4r6vWrchryTDkooPKRulUkjbI0kvY6T3HUwCURQmtK5aEFau7ZoEIHYhzNH3A3becA3i3u2uu3J9WLo55EtQoOuJSjs21LQ0c9tC6OdzzeQEZH2TLU7a81ci7wyS6BFNcgKvR+A+Bn37xqv/jm2/bmzUkMms/39ybt6OiwjVF2lTQfQsLxibbz1L6qNacX4Kt1Gig/t+1Ix2Rrp+3vH3Lutf3d7bZDIBJFNhBZdSTCtQ72qkruffVOvq8QONgOg8VXr1+2n//yl+3t2+ss9PnVX/9J+/DRU3r0td+7Nu6WwCM9EGkPnQGMoQZxDnmV4UPyShdXD0vtd3SChgmsNSq0yXf/Z8gC0ML7awMd2uucv730K3TRYDZyg27k7R0zy1vq1rmlLuBnqJvf9U0/7YuNwKCPDbjEh7Lug+DeEMMhjhwQbkJz4yrx6TyvZjraGLnC2Suj4jBzlzhCpsnWVhsMfQXNXTZLZ6kwbUVAMHq2Epx4kOkJ8SXFxvvMICMdBPnPPeBz1PRa0coC4p/NaWinaeKh7tgWXxnzV5lXfxJkC4f77KNB2QS0y98eQAgntivl6r73ZGu73apH5DTu4u6ZgGOJn/rnvXm1o0I2r/opJGXQ+n27wwTLE80XDujP6oojkCQ5KqGcW5iM+Wz0qo53IwtiPVzM7Hy8DlQ9rrl5r33rQ1nDxgA3nzbW8UvXIEMZ+Q+9+rcasvNg2qLoqU3iUG1L+5CZfujkKZKgU5ufgBU7bUCUgIB07VuqUq5DU8ujo+SXvhkVU2/BQ1gJZg1W0ju7aSOC7m4vfStFHIuJBmziCn94rq1Rdt2+Wh+XERTyauu1ZQYxWi9p7B4Uhvn6DWVL+bOhBjV3d9hQfrutth7bbf2yXF7QjJI9fpR/NyKiSI7YK2A6gqn1dOTrLtMfyAVtczOmg8lKe7o/avtbBN4WXHFnSWlNXdKFMtJGNjmSdnu92k4vp212aWCxkl0Sb9ChdEZwwGt/9E9/8iJzzzZUQfUB6Pk54TMKEpa37Z2drPp0hbOG2EVgiAgE1BmqQAofziTfiAYpI28a6+iiOY20BO1gf4hr9Ei6xJIQ9pTygSKKWo9MsDGrNYYEE2WwSIekOH2IpnlUcCUo+d19K70UGiiFVyhrD6jm0SqPwQOYJI9OPgoFXBcsVmSqkG1mD3lfo3GfbJlmW4QtrxUAnb7XmSdq9IRh+M3NGj0lV7zLFJRibUwAMGobGDI3uzCIUGHsOduWbABBIFRt08FJd9qn0PNnRKq8StcSohL4ijLTyJTrAqagK3gKlEKgQU2Ut1TUbniMGBWWGEPTdfzUpVDKx/S2KCcvhJ+NksDVfQDETzrkNbPQEv4jJ/Lc+V9pkgVH8hnhW+E0cjca9xCmvWsjQ42FMua7yGkP7bq6umwnr99EEcTZYXDrpKq0qYIXX9d0rzJkza9nDTCEON1dtGMXBXZ3sjUExbw6XQOuu/VBe32+aD/79rv2N7/8ip43CoH9E60JAcTe3kE+uKJCCZdGgicOMg7fbXxv2xQ8ExRLU/i3s7PdDg/qwzz49TbcvG/u0b83JvK+mmaF/60LCDnRNyiy0WbAXChLtOmYXsW3337dvvvum2zi8+zJTvsHv/Hr7ceffpmFjatubtLn0B1RU7khRnbjU5kgpoqfOUzbrcOCV5PtcdscuSnTKMP72swErFzMgOUUhtv0+oqXMhfjCDzTPTVo0jxG2zqXjMvWvhj70MmP0yAD2acAXNdiudwaep30kmnXY2jMTVNWbu8dHbrL+gn3WLAO958YEiQbQCj3Gn0NlzLpTop5LzyOQicLs4SrzcCBVQ+bthFYRkc1DkCNPsWJAEheEVBYWTmHKhPHpZ3h10NyqnP9kCbvFkcqC9BC+teXOpUby5aTSH3yYqmLwjVIKlulo+OadDsFFk6vGj6FMcimvWIek0f958L2ihfpGWUQN36RaOosG+fveLwT3VTnYzugv3ml092VNo98wLIO5QIEg5+16Lx9hdvRXneIVbeswTqVdX2BMIEAHbX0Zetub7EdZKtRUuqmzC24+h0U37aR5o7eFj21jUUDdSb2M6f1KXf2wJG7Gc5OoJSz06Mcu4bBjoQ0zgjvsp2ZjqHcPY5MWAaPkXt+NSG11wGwUDiyJYjXLvWRqKKB7az26eANGAbYDkexlLPwEV7lM9vyFjjaTgPSnV1oTtsdrcpUCrZ2nUpiX8notHaXPXkqFZTrfignCe64DouXv5kC4M76fepIqnJrp3UDWrmbok9G63ftcLe1jx6P2rOj7bwquH4/B4ojRbYf+Vyxs+cIinb7mgB3bRl037QpHVTQJh8mGK5egY/8zz4BpfgSMOY7Qmcv0J0DVYIJApdFGyDstqEKkwFI3/CHpiMYJCgInFI/8+WUzT7T6qMFMISUQJErGnb4JF+VqtojoLU/vgrDnUV8hsLIDKNICYiYRujtOVekqAOnHAjKXHtiGXoymuUeBKlHoQaaQugf+NwZnJhImtMNvjfrynE/0qGwZMGMSmUWUMozDKtCrvN3JXPKa2hQ/koTaeiBgdzYdCqgFFDjFcPEMxuhs81cEIIvDQMo7eE3tNXwiUedMVjBST7RBso6x1jPVKroMPeC0nj5zFECUTMSVsBLCH0LQwMT2AoP19YrzTK8CoLC1HnZc7EuDZOv89UrR5Yt/O39Jzqn3rlz+sAyiPOo/cox/kbl1HXD/TptcM6xDJt13xKhXnK61e4U2uP0iLZLWeQ9ZNGi2jCoq0GJnKY9UJy6/OSubwaMcFKuVPaddTc/0ji4AckpjuIvv/qq/eKbl+18Cg8FxSFIXyc8QLnHGIuVdehlb4F2KdMGjAZGOq9sKkQ7BtSzM9lqu9u7BMf1WtR4iPPF8frmnauJ57PLduVmOLRdujnfeINyZocu/hwpOj4+bm/eHLf5xaztE1B89umn7fmTJ8ini6v8yt9qNtRZTKehlU6o3qWvowd0Q/DJqA/6adpka5wejb0z1y+4oU4OGuuukXkTQ4sJYYXp8K9BSG0QFGEmK/LA2dfV2AbbrXP2lbB8hhhDXUOlBsEEGfCxZFLnbyDgq2IaaXqqHAYkOh03TzIgFsbQLckN0qi3Frui/xBR/JxbdlfGVQME9CsxgIbWwIA64pylCcxUJlQanYv67p9yo47rQOSjbdMRW9a04AqdM03Ib0YZuRYXp3ykgbDUO9MLLm0Drge1LuVQKbZ+aVXyTG3wXFtYtmkpbsiRdFKG+UWmLOkR+8YZx8tz8ydfdKz4UfCBlbYiSlxbV2QMuhigASI4qC7qsgrcg39lmsJ5LjEd4XO1uK/LKiL1Rocjt8VLdc26dW6ryG3Kc9pxMgCwM5dgRnsNT7Sv5vUNqNTpc9K0o4Vx2TfzxAaBS2QGNJVf5cXtoh05MxiV3gaUOrTQYsnvJSWAy4X4gENNxy5hEfikfvUX++Vz65X37iZoaeklrU1X/8fIoUFu379D/9R9iUdGMoQnHuDnOqEZQf6Kbsq2+FRDSlnn2U3rXH/4yqD4QQ5R4May8lH7bFBqIIGfkI7UnWkNYGUNm+1Ex7boU+1vD9oHR2NOvxfA8zt3gHSEw7qAS9n8Uu/NHJqhO25p7ltQ8xk+zAAA/XNk1A66UwVrv//Tz19IzCj8ErvMnfBQQZ4ByHnMzM/RSLhBW220xljSUEIBgsdGUBIsyggyQrwiKnWDAnvcKwifjjurfK2THDQVCJal10c+02ivKVEUDZ8Kn0MqUi6iwG+Gz0kO0QwsEBqFJ3NjYSJSQA4F1KgKdCOU5bR0iBDBoV+wsAdrz9QhYhcHARWcMDYwvhanKMDlTAHW/G5CdkQENTv1xK38OgTDDXX7pbdh5qIrupPBEVQJJf2oQny87kJtUXGzDulo3dmlsDLG6JdhKgXR0ZeDVxlKgGNMbK+E4VBwPaKMwLQi+eZjnyTqJ3N668CVVpLXeqrsCr29cdpwBX3KoIinciZejv7QNqdBCBKcQ3Q0J3gbAKB4CxyPxuYOJzBf+LlcHKqwbB/Gf4qjcyvba9I0ajpdDZyHSiIa6pK1+X/kUBriMDZRXL+Ot4djzvA5PHIEaI0AbH7V2quTs/aL12/bV6+O2+m5/AWE5f0hvw537JsFk2EMvIZGRjh0qGO8ukaBwM+FUDrB0WDUdnHaNRfnyn8dHgXhre2yrb4dkF3hkCmoZUWIjAZyrZ2jiWenZ+3ly1c43zmR/W777JOP28cfPG/7e4T50PR2Pm1z30TwdUHoJrqSWn4o8ZlLBaa9oDKgwIcH/jo8POBULm5prEbHZ05j+HaDQYDTIwmCgedQuJu4yF95bjlhKk/2QORzFuiFpso+GgtCylfwchQAGbDMZDIJjNLHws/Rght0WMeaV2eL8uGpZ8kusic8ygKczsc0TmQAvHU3fqEEGsT/XYcJJmlrNgyCLxp1DbdyYZtcmOeIpT1KEqM/ppdRLfw9xLzWt1TbUz9Hb4O4xYlz1ogAwmPg7Z+6JBhRlidec0oXF5glmDYRemWoXP0iLTpOmnbBenQ0ZVOK1uax0/oeX9sNTGQpi/eAZXn1yRFJSqWMNPIoCyo+S94Jm6PqSe48JyX2yI958ZPevfItLMmQnr42gzLCziI7e9jgYxtMq+8NFF8SUIkNv5FFevD+Oopa1fF02R7bVXaV/NocTjMpB9oN8ZP2wV3eAMdyOUmzvDiIq3Yyo48kCN8g1eF94VE0MGyP+HsYtDoNYb06WqernPapEQMQtc16GAqnTdphcFrPiFbEKbj5RpMj2LHRyLXoZPEk+dMu8nTZEawHJBCtHMLRbMiXegOAg4x5RdPnyB//R0k2kDlC7QQBh5P19sGjSTvaox33BvUnkW9xDnCvoYVkv8LjGwS4aPPyjM4Jom7Ap1W6viN40o9hZ9f+xe98+ULcjAsMBCS4zBek+4W7Wne05R7qEEoG08g1FKxHlpI728yGdcIQFwlAI5x/ABu/TAgdswOYjYxzpi4bqHM0qk0AoWCQXIR3ikBFpoxGwno4dRApTzkFwcg0MMhnvRLVgCCKFgGzvhIimaqRU0A3N4YhdDFMB11ElHlGX/Iq70abdq+CIAQoiTgohEoEvAeHWu/Aw1BA4ifQWAYlawOf32QuHtYoY6IZ4dWA2jP0nwSvuhV0lcmApmilgAOxni3xDYxoggc3nCVwXmv0JNHD/BGzGDPpLE2sNvRCGktoDTiKh6GZcG2LZTmNSHW6Dsn5tojRmsP5yoSFnLu2Yu8d9heeolwnQOGxfL3FO+sA3SI3H+Khl+18sWVrrQV01+DaHovZzEKfeqADQaftkyYGRM55b40nGVYz47qOhxpfHp+1n331dfvq7Wk7mboosWD5zqyMSnma6LfVnTscoeiOBLiA0VGMfPAIGcjiSGR3TKCRvf+HODeHKUXHNmEQFlOctgYVpxIdQTPyZTzkz53ONE6+lvjyu2/axdlFPuP6+OCo/eTLH7XPnn+YhYW+RaAuuGPgxXl9fdCvpdl02Sof3GxHA5b6lW2eGfT4uqBDmm7hbPAhnxf0Vm5oh4H0bElrTeyAduQtGIKEfFMixPS95BqOdXTB09ErHY+U1lgkeIDWFZQqZRgVaKQ8qVcGIMpR2oxu9WDCIeByojpddVv8TKsA13lLDbFtEWcNrPo1HG2jP27cor6XzjsnLUEMggKL0/rSe+NP+VkKh1qQOtSLJQGDa4wzdTnkT87YMvH0KP2pw3zmT5lAx+5hA9RJecEd5ZH3XJcap65Iu7QTCrBjm8iL8Nl2aRh8RFKcKmPdc8aoc6q/luv5bH/upYO2S/u2tDuOxvhM3LJeizyCzQp8/rKGQf0Ah7Jb2Dz4n04MvLUjYz5HG5z7ly4hNLQX3y4Haau4aBeQtUwJI/PC9K0qK/W5QSZJAeEQOaBTPnT0ubhyykf52+luKfHWBrp5j8Xkc9YZcaRdtN3cCUY5pUe1kgM4tjn2JHWZWrTv9t5Dn+FIoTKbKVFwyDo2mxCekof8ffTBjo38cOTToN/NrwxW7STbVoNU0ASfYMFhO+Th8pZDmDQr8GynnSdJIw30qTbKtHSwLSAhQCifXganCeIwHty2w+21tjvRHi8wk4t8UEy4whS668oMTAzy2h0d2Nv1dn7hx87kNSfPr2wv8OXf2h8QBKRgKi3ih9Ew3VeXzJRdA537k+iIuiKu8dTpG7mj5vwECxAQfZkiERASar100RxZ15zr1LGJsXXxn4ZGS197BOj4NRDOx6HcEN55QxeLKGSSJqvmxdFyQEjkSd0qRJGu7mVA8igk/MviN9JjoOjZx0ChnPYWIuDkD9MBIRT/E8985IV0V667sjoOFG6qJJAmZ9pKPTwSpQih1TpsvroJPuS3PnsENRRrOTPzGxpKV/NR2DbxXKMXAc8hRgXHMzha9xKXEuwS9Do1dJatZ7a5es/cC4O0RMhIoHVqBPowozQMLuQPWGhjb0tYvrOedpH/7tYV4yoN19DFeWHXiri15RW9Xb/cBRPT4/c922s36fEVMXv9nBdn5+3s7DSv10193Y4eqg4pQ5HgotPRUaTpHsvfThFRghLIHs6L9u3s7OBIRrQJWeH+FKH/+Xev2jevTtsUOA6DpZzzhjYHeBoIpQbRwbEPsrDPzYeyEEp5gADKnYejYRMCDb9PkLcHqNf22k4/LmRP17dXHP52UaJBpusosvsY8uNIx3fffdtOXr0m8l9rzx4/bZ99/El7fvSkjXHeRFPICJp0cwVtThMEXDmBBw46WN+79zsBOukMXYOTculmKMpA9fp1Mi70c26w5rUNZG+y0dE0w/ExhOBvQOJufwLy7R8/qJK1BchpekqUj5BDp+ieMi09MPQGFX2Ezp6kMFwroIyrS+IlzglSBKNxpbwwDKiyMh641YuqnlNGk8DX7Vz9domLljag3WCyDU9rbjscB0bXEzsJaEDsgeuMogvyNEPb0ojn5PewDp+Lm9fC8cyzB2kPD/P3NNvR25ROSXCgbTTEHOazLm1A9WDzGByUN9KVKe5dT6BDznPLIkPaWJ/pZN7hwI/1vzvFX0ElY665NH80E6W0XdYlosLTETtk7wgClA5OkIYq0SueO+KZBXTE246oGPhavOyE8C2vrXRUB1uZZ4VDHDfXmY5I8GER0h1J4FeKSAvtSp8mkgahQ/i9xFccye/BZe698CcdOfIlUIw9K3nXAKm1EijlwVW+RAaAFRxJd9hePEqWTVOf5XPxOlNbPCt5EI9y+P7VOjLaAR6RUf4ydbuurXGEi3LkV15Pzi/SLiL94GiZmg6o9mQKx5vc81+hHl4JUz7GL8nP/L0/KnA2ACBQBs72oLWD7ZUEAeOB7VH6byNP1bG2PuAu2+maC9dxXM9vMgpqEECfAh8E76hYvjuatPYvfu9HL0QKMiXa0OgT4pG0mk++zlHIzXWMA85QHttT8tUhnQm0S7m4RIlvYwHsM/tCOiI3mHCFqY5xDWOTQqRn7oPrfIFLBGC2PRiVxY1KVAvnDR2ueah8GQoCpsGERqeGQqvhYJQ6i23i1nvRDp8ryApDEaiXyfAaeRWGLG6LUkp805zXlBbOPRKgxHvIZeqwF8+9xHeorxy/cy0qhoJr73G1DSdDsvMsQlfK41oKUJKYwXMtw2xQ30ojiPxYR/Aoo9dx9jRb4SLZYQqH9zFElrfNyVvt6gpnO020fBRBmPBAQTfRsv7KU1oFv2X4at4T1/E77K6A20O+cV/85fVidtFmOHLfk/f39Ph1uzw74zxvJ29ft+M3b9r0HMd2etHO7fnTa7Y3PM8GQdXrtlfisLTyIB3crVJ0QDP4SqeQnp+gya+v04in7R4iKw71ufL1zel5++q71+2b1yftYk6vgMzIP3RY0pEytbiVI4MON8iH2wVv500Y5TijG+bhRoM0IkDY9pOn0MAAiP+QWWURuqFsTnH51UE/qmIwUgZmkwpWsqfA61ev2uvXb9r+9m57/vh5++SDD9rTgyMCC4MFWkVdrvFYzPyo0Wl67uLpaII9/LFbIhOIqA992FseKkHqjD0fjXqGbcUNGUia9OS5Uy6WcctmWpbFea6/MEhxGD8r+Qk01N1O9G7MvDUe03lf4aT7AkM/N+x0iVNT29tb5CtdiS1Bd5StOEnqzYgWsMTJ3qfX/qehSy+eerOYNbJgIEPva7zdxpNdvS/6IN+AB50ip+SP8Qe5evtEOfAZssqdhtVgJw6TvJF35CU0s10KlaXM57nMY96Hx/t7dAI+macOWmp9CZA1X6V/Vp6e4bIOyz+sKzigU+ZLwG4+QLyDKzjK2JsLXinjr3pe+Km3cRDJWyNB0sKjAhEDNOW2aKIO6zrNK861C6P8rJ6gAUF1SshgXalPe2QKMLRTwNUe1poAcAUPy6JIaa+2PK9oA0IZSFrsBxAqkdT3bc2ibW016fzLUYGcOBed6rpsnphIxh5ceG0eR1u97vYwbeavpk+8V0aKB+ItnbLWQHoDVtgVJCyDAGGLFId8UtTwSmaNzTAIF3dHr5Rp9zfx8+FuYa1fq06qcG2DpZSBJW71IO1VlhNYgEaCgODBSdaSG/iTYOQmbwRsQueDrdaeP5q0wx1ti68oa5fBWdqAcwIX67MyYPrRpXa/ge4vsEG+Goz+abbgqUtc5/hR61j7V//0x/mKYBAKgyrKdRMBV0Pbi9e4unPgwPlPkElesLUhUjp/EsHG+UxDCxLwoVZD84j6A1ei0uQwRMaJtkxxLsgvf9mbMtr0tTEXu2QYC+dZ0wg2z+gQwLQv7z6Tx8Db+uwxlIKBD3hI3Jr7Id8SV/OJaoQieCgQ9rRgLI5EdmWVvEFJ2gM8Eq0jihhGmqCoA4d7h9NdhCP57W1pENY2fXWNngw9TNsmXQxeSjGN0LgWZ2HmXV2qAXRgcqqUnaainuiZvNJaJepOoOCJp/nkCH/hgcJvALBsbwBLYxW/hNo2pUyU/D3fChRtoi5tnMbCAFBYQCBYMwig97uY0Zt/i4M/w3AjaCdv04u9cmGcPX+e+yEdAAT39JyDLP/yU4ZCfEt0bdsagko+BSW4EbWKfxXLtUQCzUwDlBVBJkEQzHBQi/bNd6/ay7dn7WIBj8CbptWZctAQ+AZtwnLCZxVx2li9weEMCQR2MhcuroJ24dBke4L8D+MogwdGdkM5teobeweOImwT8MHvQS12s8fryMYbAqBvv/m2+aGkvclO+/Qjev9PnrRdHG8+8gN+joYZIDoK4M6JZ6cVBGiwtoCrHA0JxMUhXAExF+p5OByvnCQQIKAqA1n6aPvcukNH7W58Bia+FaDs6dCVn5E4gz+khnoKiQdtU0ZIVNc1vBldCP/u8pqhRja79wFjsjUhkNgmL7wCtvVIAyRKoPyvkbXnAX5Eae6lEeeJTMvm7C6IHrpoMG9D0LtEVdrmCBpt7VIH9gFhjR7LP2U1gDXcVMG98ByWls++IlhOqPgtEp0maWd+la1yDhmN4Pr99KC6UGU7DcpeaeA1uKWbCXBMM7P4eAAfyLkr/SwY5XxqkZtptfhwWST1AV94lgwbAMShNlZd5aACz0aSR76Yq+S6cLQoV4Etngby2blRLsAD1TrXBF6R/yhUwdC+asukc6wjdPfjcLbO0ax00JYyJn2l1/0KHTz0W5S0Z+mM0B75KTzbow030LOmtI/nBg8eWllvLS/SueY3I160J3aPenzm5mnS/AbFU54cnXaKSlkUJxtnXeqtPsLV/fqQdNR4VkHc0sZxb88+W29HkfmHDMk7/xWa4A99ypZqb6FlRk8LjjI5xz+eTecJjDN5LIFpjO0QDylQbTKZcsvryJUy6i9ptZi6nstXC0kry25wbyBwuL3aDncH2KgN7IGjHOSAxzACOspT66btygbOJCPcbaNdXrjnD/YBEqlXfq/Ejr57BuDp2trv//aPXhQRjCj8qR6up8o1pwehcR26+hlm5HUgctarOhBfRqfd9CJsvI9xrqUIRqREINSsgPvlouSlh+xKUKMcVRRAWWkp42SmQ/Ru8ODX9ySsSOu83NDBT8I6d5N5K/Gz90BdtWAGxkAM72MouHdINj1+rhGDEIa73Od76OS2zYlkoYNCMxxs5df2UgDnraCDF3hmJycn0FQESidqvHNozAUqnLRBQ5iFTcMxio8w0x7VWbzyKhBn9WJ8lQOCyETgKNAaREiRevs8p0JV9UQ10zbvawWrFKSt/MUpCm9NgSUv7XHHRgXJFbwSn1byJ22dExLvtKIEiEsVz/n+e5w8SMHTRXNNu5vnzHX4Z8dtcXHS5udcH+P0375qFzh/V8Q7P6VQrwdXZIQzXyNDKJynhIhlwOCjw1ip2Xz8UoBre5AaQ8qRbzM8oWUqPSBhGbhz1PKP0EyFkSo+ccfBN29O2+n5PMOcLvoDLPDIz2mQa5i3PVpru6PNtj2h9wud3ABkOleNbtuTQ6cVnEe7TQ98Bwe8tU0avLqZA9STNsm7TCsNBjjB7axid58D+e2bBC8NRF59m2F9nfcHj5+055yPjw7zXXY/IyzJ79YcJUNPCCwcvnNx5dnFOW2rRUu+kpT1OBg0jWGGommXDuUG45seucPo4OubOw6n+wqlQ/3z6zk8vmlT7tXntSFGHb1STFY27tp4NGjb4CaN19Cve+pXL3wN0XUON8DQKbsx0uUMY0eP54xehe+oK2faO9uxTfsN5GWKCycjk2Eu7SNNZxHjrGHyATzLoirkQD3KcKaWkEMD7UKvm3vSoOU6OoTSwV40gXYbHJfIr2AbdAzaGNpOO7kjjwESwRr5fZVMA444JU+G6Tm0JaV/6h0tEWCAylqDKAmkDdGgQhdllsamYyDu4KDs2S75Lc7CqNGPCiQqMBB2/erELavx99rf6JtOhXb1nqyyoLCqh/4q35ka488jDogyGa3kuXqbzzurBaQbpGjJrUv8pa3OqnDUBmFLkS1x11mIhGXS6+SpliS2hjQtZsrRrgo4QNhnUlo+8MyNmK5whG725IixwaX2RbiOkulE07vpzhHaFk3qPoEEMOWJJIgDtCbS/dVp1bbW3tIO4fDI9jl6ZyPVA3HaoOOVdmFnlJfBhqPI6AmFY2fgVXbeAx/31d9cG1FcHBwWx4+k2crokpZ2eOUPNI4t0jbRYfNNAPXRERLXr8wJxGcXfkDrLoG9797LExeSdj6INuTN68s5uNemSVJiEXDSimlnC1eDqzXsuKKvbxzT1oPd1ZoO2F9vQ9tJM104a09HvyCdHb3Lmz43fsGUwPtqtU0v5nTUwEn6Uhdq0ebg6qvw17bx9/2UsEgh/C5ISCggNVQQBPIMADpdCep8qUOXillaBCArunX6QOG0TRHwapzP9ZczKnOv6ThuiLmCYGrsjYTcqEQhhNZplGIofIUgwQjXRs2X9CgleFa0cl975buYQwOKgAIXgFF2FdQwJJtmCA/4GTKMoivMPFe4OY3+FEYkFnRlmHM+gxg1HZeBgEIoeJkmg9J2YcFZiZ56gSFPr2hwCTJCQiGnNHxTIEPr1uMTcUegBaU+KIi6oAxbkaULTvDjIspLu2y7TlZDY6ScfOCfaRXSxUEeaFAM0ny/X/qIDdDzfzZ8gfYqi71tjahHvpRnTgSI1iB4t22TBiv811eXbXpy0s7PXreL4zdt5qK16UW7u5pTP/CX5/YY56bRAS/nzjYyvAe1tF/QMK8j6bRUeO4dtrZ+6RWeYbClq1RK5O4p3Wzfso3C80ybSgRpU7XDVzz9Ep+0U4T99RCeX9462Bq2D58ctudPn7QPnz9tH3/8vD17+gxAODpXpDs8PlzB6e9mcWE+RIRzV8Xsweq4MnIE/4Y4p1XfU3anQK4NRgHUXr992/7yL/+ynZwcx2nsbG+3Tz/9pD07fNz8DruvFIZfmUuVt8o9zhxHawDgGxiLWb2FoVORns7TSwsdl4fycEMZgw0X+9lu5V66O+dbr7pKa3ttFYBlGiEygPz5pTYI5+JCwpgaAQQd342W+k7H1dw9AQQ4OZx4EvxcF2MdEX144wLFNYIqP91MrwuZdKGVowbZ4ZNnNvDKIEdmFIkiy079OJqk8bUe+exrWu4vcGmgT2B2q/4hU1mFDs1kfPWIl/YBcI5OvHOSBr7gZL44Np7V8gAkm/pjxPn1lIae0rn3NA2m+hx02ZGQi3w8jxTpkCvRcsLxCN1Jty0J1JZwO5yCVdc9vzBFVT0sua786a1z6mBS47IOYZpgsOSf2zQrD7lb4iIdgivt9lXmgqv0xgq+0wltrPnlMRnAq6aOasrTWjl5npHaVIuNh6cuDM/mROCsbOctL+qL/RV/8FaPLRGakMegKp0iUtM+AZqD/B62V7ubkUKcgKXt3GmfM7KV9WEGd8SCGR2gfRTVd0inTtsM0+OAxbtGNh0VqN6CnU3bncBdekD42H/y5Hsa9hCoM3nAICSgknQMgZlpn2v1C3qZj6cVPBjcoi8EyG/OTuC/oVjptOviXTCfzBzZ7Ta3luOXOrxHbTJalx0aeVC8jDcgn7JGwAowtwp+tLfRjvY2szOqnSj5nUWK1gENa4rFQBaacS8/r2aNjoivYcsPbA24Lcg0JeBfkBfWtLV/8dtfvnCoQzgKpYc9HHc2W8xu2vklRgnlcKhzTIRtEGAj3d1P4ksvG6bxkDwqZXYPDJogRIUu9HGI168WKTQx9jRWx2iUQ/sjHBJulQSNkEpuNK8RcwSgC4PGwNWQImGUam9Nwcs78ak/wBKMKPppl7ghMBI4KiHS3GdhRYQYBitbluOZRkwwDuVnqJ9StlLB9rULWeMURQFCISjkYguFLsP41kt5HbEOw4Uk9hgsLw62WwUWZyPnMjzvDUXoSr5uTDz8FkGuluVVRDKKFknGkMC2zSQbkcuDjIwobdQrHdCAUiL5R3KE+x6nTxvjABRE6J+96qF3FgDiSE7efttOEHJ79aCUgM1RBxXYRXLbW6O2NZlkHwUDNWsDNI7TxWf2VkmnNzqfKgcYH/DMh2hASTuU+TRomdeRuLZZKy7gk/TglV4HzwySwk3qdqGMim5d+kbpJB01go4AOQ+ngFtiMlxtjx7tt88+et5+/Nnn7dnzJ217MmpHBwftydPDdrC33yaDtXZx9qadn06h0X32DvC7Bo5IUAP8Fh8Vjjuc//poGMcDSdqUdrrI8etvvmk/+9nP43z2dnbaxx991D797FPg75Xh2VwjGHHu3akuYJKmtPgOfZ/Ttx1uT+riSXsbztmbP9qFDLjL3o0BwNlZ3lXW5uqA7eFIv/SqwdOVz5kPhRa+mTABDlVFJ/LhIdvBdYa3cbg6BOf47cGEj/B/Af9d0HjhMD1Gw4174qiB61FfcRzA+1Hau07Am2kW7IUBcIIAECw7EenNoklHKupb7ZFK2i0v5Z3BDW30VVFx3Ri3Lfiwuel3BOR78T6/lFE2Sl6ART3RLYTBe4++w6Xp5hN+7AzX/b4f6p1p6keNEvjsfZkaEjantkSae6/jrnot62Hd/fToQYHPzddxzPC9ALlXbn1uGfNHR9M84UIH8iZteQQe9frb01MeOD3Q0VQqF9JVGwCowLMO1aicLzgCwx67m2JFd6kv5YwMya8MOuqkQluuOGkno2y4bE0HLDj6Kw3ABZwM7nt7Uje87XSBopE9qBAeJSii25uNrAbr+AwCR/+WcmIe6ZbFh7mXrsIW2pKW/Co/joj5zKDAXnwF005RQU/rXtYX/J1iwOapF9pEdUzDY06xc+dE7ZXrLLxPGXnDn/Zgnc6xwerl+UV7e+7GYvCFOs2Ra9vIuR5yVv2QvoIArrWlkQXv5ZORgbQxD1eQvW1wMdlcaU8PN9vTo3Hb3iYYak4n8VDfJa7aR+nPdY2K0Xle0OOfE8if4/Cval2UnXB/5zQT0kJhZPT3f+fTF1AqkYhNLyGq6GLm7ngaHn4nbkACA3TynjqNGqY1AsWQ8WsDdBwyTHrZCI2kCwOvyaOjzDv3PFSHXdW9CQElDv/ScGG5falUuSFB55djDUEkv+8s+7qWpzvS6cgSRPQNLayUw7lgSBzHVgEFwi6OpGscjRZ1vHEcCinpBhca+OAPQWubYGliXss5OrJUcitSAsniWwNxtsCtNpeRMXLNq1YIr4yVUQYEFlJYq93FbRVH4RS2ZUtQLVOKa3M0aiXsMFBDGxQqiKkAgHaoGFy7Y6JSJnwVF4ZRFgPJpb1mo1+VOREq5dcRhw0izzVfK5uet+vpWbuen9PTfNvO3562K3qcLgp1PhwJiYN3EWDeiceJnRz7qh8OAyd6RY9xdjlv5xfusmcAQCDnywLgfQspMmoC7pAt8sHjtD/GS1lKMMEDhRxjlB0bO10cAg1twFuawqfqvfh6mUNhwtEY2nPASdHr3cVJffT4cXv+9BHBwG6b8NBejZG+SrhHgOs7+ovrWfvm21qZn0WdcVgGLkbW1AMv8hYMspgPpkDb/b2jfOzmL/7yr9pXX3/TdrZ22o9/8ivt888/zkeADCZUSPEeEGlqXKk28i39dZg3EEK5MrCyR9MX3cn74jfyIr2QVYfK5aOr+53X29528dx22xyPMFh+InjQxqRNJlsE7ZPM+bvPA5oA75ROAz6aAO3XHUZ0cSM9GYOLGYHHDN4tMDBX4ObcvSMcvlq5OqgRD+eS82VB6vc78tJtb995e0eWDCLLfng4vVNOB7zUV+rtm6fURlfO4y+W6SXT11iumfsjkG0DvIe05Z52qY8GOaFa2oHEYrwdblb+PdSzri+ddv6S8O65Z/R3KU/+GgB0Z9X1y3KePThQSeNElEmO2AIu65n3Bvu1ENQ8vW6fe3odJ0a54jxlpQE8Ff+Oc89nmcJL2hRePvPXoEmZqbUXVZ92W2dddsFts2uTpmpr4ShuwrOci13z7AqnQFDmB2ZcnKtsCQuBBDfapT2RrtSbkUMV1haQR/w8fG5a2kd5D0d77G33NumqbKcOMh0oDZr+RDhUBCUiJ/oYaWkvViL5xozylICZdjmy4AiBhx0rp45rt0jaoVy6ojTAhVcBEYjk3sDJIFn4HhlFtmYC3Eyhkj/rP6ApqIO3fAO/tNnAx5EEaQ5O2h5SB8u3YrLS3q155250pFzJd+CYiUMfBSjSlr+k+yh1kVgjE8pY4Wy9ipo1bYDT9pgg4GgzUwFbw0i/LSJQJpPCZKdPywxQO5/SzUDq7Bj/hDt1EEOXcEUewxl12jemaHVb+29/+/MX5dirpynjbbSNzLukaKND8S7OcYWy86y+yieyWYADUdIgFQhkdboaZxsiYxUcDborER0NMHN6LDAivTvOCB3/HL62F67B15HaE8n8/5Kg5nFrxvraFMzhucOoOltxU1AzH0S9voYVBsAwDZT1ZpSAA1EO8QNSnBE8FaLYUqcCUwsEKwCwvabXEBdOQQ6BO9kQSkQJWhmgiLsjH7Zfo7CBIykFJjs4JaoGTimHdOK20MrRDZH5QkPgBbcCkDTLqgzmtT7zx7iQbt704MmXYTp5lAoMBvyrynSALn7T8QzRCb+Xf7vAEEwv2jW/t9zPLs7b1WyKwdGwQGt6hQ4/zy5nOPppm3M/w4FcnrvwpIZwaRL5gYcc6aCrZ4qCgo9s8OuAUjpY2J4lLaSDw4DyO1MWYm0mmp33wS3krUzjn9yIbioTlM8zZS/30lFlcBXvWnYTPNyrvf23NBwofBbj8etq9E4HYd3c0D4U2c2rpJX7RxjIuVbl5Pw0+62/fXPWXr92HcQVcjeiro02p/d+uH/YPv/4o/bk8aM2GdJjBl6CYv5qkas9K3mlEbLBOqAKcDRbBh1xAPIb3mUKyJ4/vxkton2RKWWIa38dns0GI9BsjMPPZinSBwI4DZDgnWcaSOVZoqbnTxuvHaFxZTNBh1MIfinRDyaBZHa8BGGCaZ23r8rSTgyuuNxAs9AVeh7s76WtWZgFbEcZEjuHd9oCkSke12iXNK4RMB2WvU8P2y1N1C9HiZy3tn7fEPCLbggTMKQSpCGf8m4VGsLIfISljq4j8r9PIz08ul6Z3s+udx4P83e45fBML7nUHmnouyOURj6zrM+XoPJcenWckqZMkKFPLVa6sLRdOvTKl94ncMsZaQMrv0eN9BmkSD/lXhtWaZn+iAhJl7KvSQds4and0WVov7DN83mmonymXZC+UTNP8NRWirP45rVq6Rq609DAhXepF3jWq+wWkqknNAxBgE/5CigkYtHKvDV6V/Y0PW9wDz7oa0YayKsOZMoGnJUX26zuuLbEOjqNDYYzWsRf8CZdXbId/imX7+yItJJO/HEbvcmwPNeZSvGamwQ00DFrCsIT2w0NeW6GOxyuO6bWlzLFP8nRg6J13dteqzbBZ6ZnyYtJ5qdO8RUvC/jjtOzucLU9PnR3U3TaNcE6aoJIZSTTUPhn8bMC8ZKPV3T3L6f32GvlULo6GoBfA6YfcnMkwD0D1n6fIICSMFiFFThEBTksC8xZySjA2cUlla2g9JNMCYQgeaqAkJfKs6BIwRQ506hIR6RC25t3HlgkRHKNHoRRnEeIH0KRj8akJ6jiaFQUiggHJ3VIzJhUCK9xVgDMM8ZgyThIkjwKaBgGcvbe4vz5JxPES4cmkzScCkzyRWFKsMuoFGydSQlDUKdOcLRu6pGZphkAGVEpENVbq/Jhvgba6FYmydEcClDhdKOBMCn/1SE+hVMJdr/mv3omUlz3oMZnMt478ZeT4ibQGBufWJY0bilP/QY4V7NW4zL06s9O28JX0zhvppc4/4t2fup7/GfpmU4viHLdPMrpEAQ+Skp7xccRlNo+eI3eolMojtLQbhXYYIYaahQGYzGA7yIHbbOLJEjl12e0wU8vRHzEn9M2pe0esCT39vaRJ8skwIOWZdSrfRq9bviE4dSGHxYyMlHhDGR10PZoleOMapGtXgOcJNh58/qsHb89a9s7k/YPf+OfBPC/+3f/vr169fr/x9afduuxbfmBV0h7a/eNutPce7NzOjMpm4LCZVfZBgZQLwo3MAZv+EDnA1JvGKOgwDidzb333HOOuq3dN5L4//7zCUlOiK1QxBOx1lxzzX61sVxe3IROCZRCQ3t7P468Huw8Wb55+Xx5+exlu8eXD3fheRx16LCfd3uhRdcmB98nXXY6DsR8FzJQg+d9TsZWfcwV4Czx7jNf0S74V97Jf59NObpS0bJfBaTESZq2VelFKzovJnA+hId3VzedoyHI4PytatmObh8+O1mOXzxfdo/i9AOvH1QJD30LAr52HTRpcH9nt3NAjkMzwU3IXVlomeSdIwtf8ACehgDGYakO/KYniy6iIxp005nc63VpEJAAZPf4eNkx5yA0VAsHWtFrPAHbiQalWXB0cOo9k7a6kffrWbnIUXxzcChrmupXzjUtGI6h9eSZ/ANnhTW9i6N/dHuu8+7/H2zj3wR6ypgAaGyGHBt5x7OC8A4c5WvJgqFMPYoTYIC7DisUj/AfvEm/Bjh5phqRA+8mqPJFQvMBdKGz62gaHce74KjXoAFaytNIY0/Ao8/K4gWGNMG1deNwpu75vw2DiuLGSeGdtHnQ35At7eCfzJx25yl5D95AbrqNlwwueh3g9aRBZHtz40YFqnv2CokOCL7bWBR0b3Bz8BGDH7oHfq4TjAGdNApUCWcONCHPCNfNiVISu1Nbr9td3RCVeQnel6GlCcphfxs9rlXZ/JeiBvyg0t9QLBny196A4KBhKh245FcQEDO0fP98e3n+dCu2hj2NfQn/uytrylUXjYIGRwWoByMN6ZuPsVXmfATFAO1y6ejXbSIBPQH82Na/+1//4x+MMRMHuBGDCsrWfBBGd6DJQYzPfoz9/t5sqALBzwKXQk2y+PR4osX8KIy2XpKPHQNL5CF9LMs4ClRIdZM7aae1066hUI6QhdqBOUI3SgZDDE35AWTuAnBOhkS+RlDqkP/xvfXZpGkUG6df4Q1F6hjyAgNGKXIvYVPnaX5wUh1vTZ6eDE3eClIELB0XCtzQO1koRyqZvFWklNHWaFpnXxgcpJJWfaeXYdIrCwOL22ehhNco+Hp028vQQ3HOVRm/ToM+8FIvS3y8J/4mXZlo1iESivYhwvoQoT17u5y/eZ0W/fu0aN93TPri4jzB3+yI9aBrPrjYo98yuYMafns47C57cXh7aQ3va7EF/20T0MhHnJ5VHYaB5rPKwYPi4DUaokGqqcentY2cQBNNh4b5oW5YAf1hycjVvKqCz4zzzV+eUU78mGGXPEtZWvtd7RAZIR56AYCjQNhhQpuldrrQTo5POxn0/P3l8uqXtI6Wu35A6+3rN8tv//bvS+fTw6Pl2cnp8vw4DvNgfzmK83weZ3W0tx+FfdwNhUTqonFLpaw2IHe69Ya1WjSGPGZiXCenBg+tEwbAc71N6mI9Mvo+Dq1VWSU7vJUf6/wA8sLIrftoCAI6r0aGnLS7H33KVbD/Mfy0rTEZVtZtAhZzYk6/ebm8+PV3y8HJcX6HRsF5N3USwCrvLi1Gp+2ZD/d3l6exTAeCvuSdFtUYMr0VjBLZJOdw0ROh1dnWGBzznM6tPR3qAF31D2ppTQXH6NN+aOyDSA0oQ1uyAxcyrc7yDSz8BwEu0cnoSVf3/INj1SmndNXxzTOHZ+6LzyaN0zFp5Zk0X+5D49DesTqYeU/K5nAPDlu2vhv75xh4FfAcDfjyc/BjG6fOyhg7KNXg1UZPcZg6tMycQT+H3qLpORq648nImB4CadkpK64Eo7XX1b/kVEbgo6PVKeRn0IvzjFNsmf0DY0PLlAEGFOTzttsy54FVLmwf/km71o2MTz2G5gpRVzDbS0Y3Ak+925Wf9B40X+sN2aC6cYJglX4eJl9tbt6tQUCo0OCjv/MujenoxNi39kbI13Py9tsp8WcCk+5jEXvTXuyc7dGh58nVHvKU9+5dGk9X54WADmhZWPgDBWjl+eCWeuXZzMfKPXxyVadiEfjSmBNwcvBp+dW3O2lkhB9b4WvyseVsSSiXv+hdeNSdN1sXfNlabq4+pTGnlzayGVhGPgwHJDaIb59nW//mX/1FgoAQCnIlnsJzH4MuyjMcYO21ZSZ277NXQFBNWoSbaCqUT4Ey6s7SVg+cwOpnLPNCy1gLmWJDVy9Do6kgQBD6FbsU3CgwEQNicJD4j/mY0aUlwYEwu9pSkrHXGlYe+IA06g1OVQ4CEhxHQJM/KSsQSUrguhGM5+oQvCpP+c+MS0JWZU4eBJF+FS4Kolej8slYJq1uFV2Z7coOA6q4yWu82E5scHBUaOFRhgdQ7otL3q8Re/HNO+ekl09h6pG88qdMuKxH6yBP3hurzoPcp+6cb+Cb8GLehzOaGWkITx+ul5v3Z8v7N2+W6/fvlusEADdX0x2O92SAA3t2eri8ePEyjv5wecIphO7gtzUWPtgU5/GTvdLgOi2+aw4u/LPhz3UcgDW0HLeJocayzTMxRGSuQOdPhK5oqdXLcXACapZHn2tImZBCkYKweZZ8OVUJDIxR3/LYe/XGu6TR3W+8zweGtEqRiNxpYbZrsDUOvXJnRYeJg8dHYzzfvnkbx3kXGjxffvXN98uvXn6zfBeH+fLpyXJ6sLcc2nKYw0SOAD7Y3V6sLDAuu0bnZCoULf54+hDamB3PgSmDAlceUmnL+/SKqQ+jpzVu0l0SNtAiV4KHftCpeobPUxdfrFRI7iaASN4981xiqsy1MHzWFQgpA08eJ7B/vJcWt8mdL54up9++XHZSp7YEU14n1yXde5s/nZ8vton2yeXj/SfLYYKfvdRvS08A2uIFGct7dVK3WaVghVG4RkQROGnGcU9XuSVN+MRpCyxvIxtXnRz4aNk7Olq2O+TBGMcBRPfLpLxrMFS9nNOBhugN706g3Txb9WjVq394T/ccKxyHd6s+wlfBWtZf8o+eOqTJk9bDrfK8c/1an53KaCvUHx6rR9EbWHNd0w9e3q/lQXHw/ZJeOQJ0tobNNWeHjZCuPambstWB/Axeueae7gkC+rVKdjfvOKzSMXJZfiZvP82c9LWNreTIZ/UtV7LYsfyklW+6qGcItA2X8Bu/yCpM8P7L0AeaCODJjrQr/fp6825kW4BdfuTWc3mHP4GTKx/Snha9APALrnXcw5ieSu2IE1om+C898769pKmXI3dTz5SpYaJ+/VhS0urZaJnxWSb5BkT068Pyhj2NnvCb9Av6rUNordAWD3bAqnqHJVOG+xaVP3VvD3bKs7plN3b89GhZ/vhX+8vzk+CaxnaXsOuhkC+6Aa76dVvrMA9Nrs4/RG9vEgTQt5SbQgUB+j9v9BLABQ//7b/8ix/KrEDptr2pbB2zngAZkvv8yrrgBAFafSI6lWi6MC4FA+6DOv0IUIogHJDjCE0GbG8AWGFOC91OZL+JDCuYObVMdEnNDNdUDj5hUImSZ56DKw8ihbVlMIHg+OoxYMkYIkZgypfkQxwIlZEcQ5jJ8IbyBM6pJ6GRXfIJLqqkwXn2dFbORgHAzekXUVoDA9vRNpIM7t6PYVu63/yBjWE2EZqHNexhomeEXn2d8IKfOk9rWHLKGhw3NBa5B+znfIE4Qhl8Uzs/lk9tIScVQcu78kvLUt1Tz27mc/1+uT4XAPy0nL99m5jgugKt10LrzxI5H3CxE9yhz73mPhJWR3J2cZkokjPnzPAYD32696Fdy9epuyWhVpXc5GqzobuUrWvQeBmH3d6hoAhNNRVhdw5DkMV3dezznEjRdDm9DzFGwSTKPXltEOBlHk4Xc3gS3NqFF7rjG02w7n0AjfO0WQia+RS1LwkKEAxt+Urgtwl8vvvm29Agzj4t/W9Ony9PT087/OTLgftROIpoGaXJlXuBpYUMYbORjdevH/MxcZNxwlc61l0XY3RVwXvGG4oPoeHtna76BAgm5tKJ1F/EDk91pUeec6xaXIIy9eg3MfAtp+76bvClfuEP/fIJ1Kvzi874v72NPEQHv/nVt2n9f7tsxaFvH+4tx89SP32PqRN9VhebXL356ZflPAZOj8p+dGxvN/YgddcosG9D9SL0xIKRZYZZC/N2gpqc63Lg1jOwtRI5H92odKjBd/L6eql5NY929pajp0+7CyPjxgQwlCPbdBRR/B4n8MV2CSYEp/QDXlL1v+K4HtUNtiHnahdc/fbO4R5P1EUAUAeYYkcvx3613h7mqP7m1tUx7/QWTllrWs+qvDm+huG6lp3bPpPPoY6F7w9/kmDKmTpN2WDn5MULX/3C/+StnuR3SvqqPHXXJkDzkam8iDprwJDdcTB6ctx04zY0iEyxyV0yG9uj67mywhbkdmw7q8sBo+EEfAISuqEMw11kto47SLRHGs/yDo/Vu4FKynW6d3RiauSZ3thKu446x0oP1Kj93o4tpx8pc3oRpINXaCkdeUkeq6NK4zxbJwYqacoVpCdPA4rgYnhtU0d4JASJ7uUdIuaZnnOf4D83ufWzvKa6zQto/iV7UAq8NQhgf1oibrUOMOUnPN95/DENsa3lN9/vL0+PgtvH277bT93pTuenxX62hzz8bEMw9PPZ7rO30fsLBQdu3turR4+8iYGCbEvit/6P//LPfzBTOv9a8SGGBDHUARTbVuFYHqVVE6Ib3+xeAXkfCK2QwyZCvtT3KAgLKoaQ/iIALXgcQKOUIONLWyrd/0NohqaMJ1BJxyEEvRIk9jqMwsSkzj3hKWTMceYhphdk0rMN0yUnUoUjkqYsKOd9nnQd+3w9SothovuOayftKPoQcpQ3eMSpfFaswOmudoQ3uNc5cjjJkxJDh9QvwuD97v5BBVW0qZwgNDDAS30EA+DNuCgFTBUY0Nyrj/ph+Cj9GCrHvNvQ2DXp4GjGsXkUZrfLZ8jDTnS6/61y+BTBvYjzPz97u7xLAHB29g5Bp/V7+nQ54vQTuOjOn+V990n7fjmL83jz+qy9QlaNVBHwJ/TilMwuvorzurI2nbNP3suks2MkLsM6rypntRfO3BO3doOFLmRGJK4VWlKro2JyhBVNDw65kE5wwZGjS9jaewlttMNA4R+eF4TnwaVGwhKiKKGAB8T2BgSHrfArItyC2usUGbGpyMHufpfYzQ5/OGwCnFZSdCEV2E26wz0b+zBKu8WjXaZJQ8EbsOFfFPVTHB/5vQ8x5lsU4fnmqDEML64TSFlW6bOujB0lbwCdmjA8WtbkgDx1KGZ/r122DCwd7Wd6U7fd3M/yrzh/E5aubzrskSKWJ2n9v/z+m+WP/+LPl2fffrM8OYguJMi3mRBYDKZGwV2M2dnb98vbt28SSKZVEmNqgqXeD59UNuyif29d196AtQo4PFNXezCcXbzrsIAARaDumwOd5JU602M9ZtWF8O0ieJKR7d2DBgE7CWY61yG8q05uaVmO7uNfDaEIIbaGE+kGL/njiAgQdPSE0cfajDxzNnABIbT0fHW+faf+Ka+tvXnauvVuzY+nRC44ST/39Nbv0Di0KiFaSvAI/MnTUguPs/W6do7856/PpEg6NFnzreV4r8Gifs0XXARQAI0MBWD+wYFMrHWBg4vikyW/EiinaWgi3s09mTO+rL6DG962vJwoyslDbXpOJzAw2ZTuqpH79hzR5ydjlxxtDCao07Bs7wzlLl2Sj15qACQNnOiKc6X72lAa/JnPyEH+NPDIOVwayLMfAbAO+Y6tbZY68C/2YFP5HMruVsfRd487lyU4tQGWJA2apGlvp4aeID5YJ7+ze92k5uiocdXJeNGtswTZ788uQ4+8S1XRBvxWAU082NzqOYRNKZhyH7NdSdzgJE8thT7ae9S5AN8/f7Ic7ZtknPTJHC/bxkHlCRDYpC6CAXy7urpPIy92+Kql1enPnj3BM/kFKR/py//5X/zVD42U8rBiFEQ+xJGUCZCJgiVXWnQRDFFPMNDafSjjw8CkefwpUXKIBHENZ0a9DWgIKT95Z0vQMFuePCQg5VFgQVz3cCsfIgSbMAB5x7EaT9o7sAd/yB0kq9wyB4ZbTKjRDYadZFbdC6xQKGa2MKroysJAKZPO6MXHGCJyP11ASROAgp+ZXFUERygDBywKZh34dUKp67RYyjTMfsSZG0NK4SnXd9xvbxmeUCkwMcvcCfhRLg6iE0pyWOqUKgcn94GVum3vhJER3jKbZ9rwhLFliNk847YSdxvI1InTqCLkueUm23F21pNu6wC6u1wu3r1a3rz6eXn76pcY9rPlwbTR5N9NS3//+HnHnS8iOG/eXee8iCBf17kzyr5CdRVaXWu9po4+1asu11HuM98NuLxdLvQCxHl5xvmLHdG29c9vNIBbjQNhy4ns5Ki89j8ZyCtVo1Tl6ia55yFDfkszmuRZr/lJ5qT1LmTofcAWllv8DBqdIXvTLufUyaxo9IJXy0bzMXrmuTAI8sPOJ7OvE1ZTeA7/KE5QIMGIfYzR297SC5C84S2G1qSkxWqyEtk1ZOWjXFr5N1rBhmRSJtllvDipDpMIFgJB4FwDnfLOwz89LVrUd4/uOz9DPmuqu6Ngv+5IplLfEPrRXeh/nZpGjg3D3VgGmIACLN+6+P7Pfr382V/94+Xk+xfL1sn+snN8GPmOIY+RmP0iHkdOzpaffv5leffLL8vN2Xm3L92PU9p9HKMYfLurZ9I9Nmi5TXds1UohGdxAq95FLhMUmjBl/TYeV0dC0+kFMFyYYCA4yueb7xf310xOdGBn2bdfw5OjvEvd8CQwbV0uMDLvhZG+u6FrKTNlzbjqnN3cxUEY6B6l6e/8C8rtPUqdyN4Xxy6fHi6Bbt4Ev3HCJFC9GAXPpKOT0bE6CD0IkbkInTN3SVvwvU4AoQz5OOPg76Vqq1fkhoPDeOV9DAHWNGs3/BNzqbzL735NEX3VQVnszMexpeuwWntF2Rn1dyBD+NMel8gA523YzoosMnInIAhsdi6im/yCwWhg9Q0v8w7tUtHSP/ndt2s8PGnPQOxJnWTqU5sa9NDaErz2GGxkQFVDhciP4EdgF7pIlvrVzgd/p+AQ7dHCdYaXE8hG1nzeV09fh501xkKLFBs6hZZx7hoDnvk2S+mYvPS/vMjVbnu7egtS9gRv45+6Gi18Qr9k67XzmoaEyW/G/uPoYHQueTumL/gIrpYA39xcphV+Hn3jNcbmtEcyGbt/RoBQGRJRWgVGQDZt9TflTV+AtB+W4/1Py/PjT8u3J9vdz2RbvZKbvRcKRFKCP/vUatXO3T08Xt6dLcu789iZ69QpgG9Da3MBbBZkdYAJuJ18+H/5V//lDwxgiRSBhvYQPMxA0SREGIYdmo3ko5z93GEQrPAKAJKmxhIyYX5zpfYqQ/fuPzzukj9CWkcdgnTcBmGCOSXyTfo6xqTR8mcrVgUljAiOaKJdvyv4LaG8bhQqYCAPCv0YvJ6EMnU6eR+e9bDVpbJn2CBCC/EggfjtWq+iIuecKTIw85+6RGG0UrTMpkXLUVCsTU9FGKS+omL7I7Q3JWXs7SdqTQAFrs18dNMqog47BUzPBcFkwKK8EeI+h0GeP8QotQ6pN8ejJbBOTkRrgiZhlSi3ZqcnnFkexRM/PFwv5+/exai/Wq7PLxrBCyyMidsOmjLo7bFG/Oz8fHmblv9lnBVj4mtT5OE+uASztvzx8DbPLq/i+C0ZjGQRsjwaRxKGoMEI/ygN9Dr/IuXivRZOQA2u/e/Lgd66wdRFgOpKOzx34HVZ6veGRmFp4YCprM+H5/DINeTSi1ycGDTDFSb8MJjW6zPe7ZYfwcu/yKrCImPT+8TRGb+f7vdxOAolo/a8iGEN/8ihurrWCAeuVq9VFte+qBjZMGOf8/Ourb3wtcY4OgAvPO8e+pF1ewN0I5+PnOb98iRO+Mn+ToJJE/fM0/HJ4un23Erl9B7cm8RH9tQthv3y7jqBWQKAGM7D08Plj/7sj5eXv/puM96OSY/6kaGHpLNBFBl5++rN8vu/+/suCTU+aUiD3GqdSc942X3wUQx8CFVakCmbZ+ndm6WywwQB0E2c+21kZmg2jKL39LjGXQ9g8l2aDxBvs526HZ686NbBNcihaYpM0dF9bA3dMV5wZDwWLEcdsYSbg841sMvJdlS3c7rO/SYdjsMtB5n/7HhY1a+OFZZ6STNj7vPcAY/aucBmLxzStSUZOq5d7Hro1JuMCjZbdmkSO5g6rDjAy+G9szgj4QbX6eb23O+pw5zwXO/BDj6hHJiO1eaCh4bkrzYlv+nfKscaHrW7bG3gVS/RIM/4idIj5ZOPDsPkWXvnchbXoKcHFgptfOUZfNRdi3327x/8wIIfXXHf5zk86318jvzkqz0BedagB4+CG31DixWOo0F2cJaPfW/XOxLG9tZaJojAF++HlvAcOnd4l/7zXQlWTPCrEw7sNlhSduuSupq7kyfBXW/ezXJze9UZ+MXic12G33YJdN3Kjd5EvqM9SIGtNz0/QjOrj/QELMvL40fLN093lsMEOB1qCRxlPXqsFyxp3Ucf2oANjIf77eXN6+vl7Ow2vEXa4JXzJvpCIgXZ98nHVm/9+3/1lz+o8ERJabqlYpBLnYI3B5ooKBW5jFFQCftym8AT3EpI3w/YjuEJG9uKdUwAwRGGOSlYa9gksKu0YnSJpuaJIsdphrWbcrYqlASQQBprxYC8CEoTAbZrK8otb5kZ4ekkE8giQp4RiqJW47IZM42BnCUaBCPkSpqO4zAm4KqHQEi+wOmz/p76EFRmgFCIdt3b/V7dKCuSmQgD/06QyfsU0/wE1KeQj06OYmxjQJNehk7UQ8doCJmapSrBo63H0FIUqaykmyGMMD/5sD/IVkhClJaTSwXDMwGYFpu175/iOK6v3i03aamfJyy8uryoQzB5TDcyI2GZ2Lt358urt2e5xqFf3wUXRhQ/Qo1cbdoEd98aMKHTrO3uJ58WLf59DK0IGuGKBKl4eJxL65XbtFK7XXSCsrjFwA48SpG/GpSe+Q1/ZScffnouHWNUwc87ht/7GT6ATwoI7TzDh77zaHM6TFyrUYCYQBBv8k4QqAfMGLn9DsjZk+291nmMJ4PjGgLnn6ElOJvERyaAZ3QYMTN1TZLj0L2DO9kwN+L+Ia1gjlyLVySS8kXxnf0rKEpaLSkbnVxasx0DaOa/rns6pB5kD2x7CfiokO8RCCYP9uMgU34lJ4JE7jvBS7n3t8sbSzztCnmwtRy/eLp890e/Xp7/6uVy/M3TZdcXE0ObD8q6idHVwozuvfrDL8vPv/9x+el3f1jOXr1dPgUv+j1DaHrlNl8VjVzjg9lLLhClU+0eZlSTh6E0NMQpXF1edeVJZ6In0OEM6UAn24VWDjp0WToF1s7+cnj8LC0+Xx8NjQILTDr/aTtykMArJVdfBUoNvMKHBtC5J1PlQ/DCR7ahvT2RJfJU+fEMJyNHtR157/l6gr2ejgb7G5jVTTjlHBmmM/NsYA/f3DvWK1XtN02Ulz82Yj3QofjS+Q3c5nPmNzz8Jp9jyyafIKmNpL6bctB8zQ9mKlj6ppT+Zl/Qj/6wr4bXTOK27h4eZLr5kqpwUz7a1W6lCLC0oO0audrBtaz+uTrJQm30vF9pglaOlZ6eq99KQ89dHa7FhFGJrnDs9G6CilVPwXIdGrBf63CuZ97j8fSSeB56pK5WD/nWS4eY8l76wXMalrNPyX3pkTfFsfgUNTY/z4KDpe8NGIKLZYK/vDmLLidtWZfCk8E+N0lUXMTeGqZtjOYM5pXPNjzgmoxWAhztLsu3z3Zz7kfvI9PinB56AkI3dUsWslRfGSN8f/9oefvuerl4qxcwWKasTgrk+JMzcUrnBajC1r/553/5AwZFFJMyTEnhKh+sQijjfUu/aMbg93EZlkIhnQchKbMe4jJWiBEAgOA5IS2BFJxIJJ4i9Fs+hVihet5FaaLsukhUB2Xawo9SaEXKa492DhZseBEF3WK7VirEEDaCygtw0W4SBV4Fb5zzRKYADoEZAGO9kNQC7pei6vRHsMtgwiBdDK+sWjJdvpjyRX2xiwPT7xQezDdVHiFSF13O3e8/rS/4ojIB8g14BgsD4W2WeOdEBNwYmym7E5GKByMZeuVdd/sLrlWc0C7i3/qahzGrJZZlJxG9D+OY7Gev/7Ozt93v3/r+PA6btVDicNIqPXt/Ecfz0LEstFV614UHxwZhaTp/9JW5SB6e2DtetHkTxWGUP6YecWXJG5hhIb0mM+CwN4XHUTtSl0pHro7VIHx9jIIlXZPMNfI7StL8E+1PsJe8HHShFvzna9O65k8E7w99lRbS9r36krtuaxya3dx8are1tFZCdP17YHDWvabOZElgWYMRPIy9kxE9TpUzJZC9/GkRd4w2+bSKGhTrbQuBdGkynGjNSJBXHyKxy9dV+GYYpl/ro5OYFkpycCYb7iUQH5rEEYfv5mAox1LOj9FTMk1Wteo+7XL+p8uv/vSPlm//+NfL3tMEozEk9+gWIIy4eQbJtDxK/pvzi+V3f/fb5W/+498kAHjTwMA8h/3o0UFk2MZJXYak/vo0U4fpDoUR2YlxTp3QXQG6ma8NgSQg6SRBcyESBNQo5lh1TVpX8mxlgJbK1pODZe/odHmSYMDYpeAUWJrTcVvyF6FscBU8HfSiX3qLvFjKzDk6auNkD8rerfI0V78D1385PCdjcFvxmxbmwHc6PjuDvF9hOTwbJ/OlHIdWst+j42wOXALXa8KZdPKSbTbF0WFOtPYH/+A64Pz35Zxn5GStBx2flrv3xad5x4lXv5PO0CtbLAAVCHbVSOU8dW6e1Asuufp0uMClY+e5thcy4Itv5M08qKCaOiR53q3BGKu5BiRfHw/0YlNPNPLbudLU1fs1Te8BDzx1qb1L+cO/gd0gIcf4C0GAdN4Pjdrtnz+BOh1l8QJtpVz/B4Nj9RvcaYBOAJiXDRzg0J5fd8nMngrmnOp8mUbS63fvO8kV7Mp7jW/KJsF6qVOEIEAZayNI/SoDSarXdy/vnx4KAnaWF0fbkenU6TFPErvQRsoKO2dwpg/Xtx+W2+uPy8X5w3J+bogx+Ck65dkn4DY4zB4ByZtsW/+nf/Vf9CuClOozoXKvRdluvdDfGPh5K2M82kSNCHMYyjCWOIQheSHUmeIbpnWCToS8RMpvrcxuPRmnZmLgI2swA6djn3WCI2xV0qTvbOcGAMNU1HRFfMqNKX5jgC7QOo8Qs63+PMcMBIZ3I+DAUcdGsmDmfS6tR78wpVQvkr6Tj9rCGmE0US8Z8iut3sBqVz+c1SdXBO2HkSxjSZmc+tq1ps6PtZxSriCEEe1e1uqkPPQuQni54k2I4RYhDtwZWvEH/AjthsyjEIENf+Og2x9uo4QflquLs+Xs9avlKgHAXVq7DnXWWrQ5zHmczW3CQ2Nbu4cJtoKjYKUbHKX+aGcZyU0ihG4UlDrfxkD7jZ/orfVQusMx9aCDPSGoPoQ8ddPqcKxbYzor9KnEquy9NmOy5tLNp/zlngEpjXJwMoDrPWlDxi9BZV9P/vWog82VDEb2+5a/imlrmfBvazb57+J5DIVohfvQz57IHy8ROkGCYLMfFOLkUph3zuTOb7IRWEkDD+Uo191qiLUWzNA37NYhgfzRMXLi4zw+N9wlfHHiemg4PU7VjOx+vIvxDa6+3Pfo05Ne20sV2VBe9/8X0MSgW/u/d3q4fPfrXy3f/Mmvlxfff7PsnxzEEORdWjW3vjIWnI3xRwiW2/MEHu/Iy5vlD3//u+UydLCt98neUWgh6Ca/CYp3gsdeZEPvCuPqjAKpe3WLYc4VzboHQQKLrg6I3MycBsNTG8pUT0eXHZwPY+ZLhZzSk4Oj5ejk6fIoQchs0BJKo2WYKbArD7VsEgRpDaIxSpMVmkInyJMyRnbcD4zh2hzFlw7mmUCLPYH/mm+Vva9PsupwrX1IHs/XY30ur+vX+Qo/V6ZclrzJdeS3aQN6HL+DVqMxfZmzOXKdwGRSrWW4quc0Zj4kzegZ0klZ+5Gy2psi7Ue0+tTud1+HFIRKaNY6vrANtfU59ZpVV3LAuXXJWb7k+FQHOPUli1MiXNL4SJqvabHmWZ87Bvc5Vvo7vJfO+1q+5kUDeTxvsqaZlj9ZIYNesNFzHb5O+Wwue4UO9SMpQ8C92lfAa19cCz/4JG+Hk1xz4ksn8l5eV6/vTYzOqSHo/bvutXKZNKgAlHLRMPUPbMUQZ/zQG9AjOCVzddM1TYTl9OhRewKenegZQOPUIdYFrmDWXwaYMn3JVABwc/Oh+wPoiTA9xzAujgiunYIAQ7zkiH1uRf0hNoXw0HNFMcQmshn3j5lJ2lS+6TcIfNowKE+Mm1Mvjr/RSbJgnHeOLidJoWAr3Lu1+3++hR5CS8MZ+RZ/jA+HSzD1IlBz0FLXtszl60zqODLj7gQwhYTOPAPhfRLGar1iYRFYtnZ09+50PN8qhHJh41Tasg0OiEmJZnlW2Sd3mYWJuRtBkD6vjYPC3Q9Ox4GO68QRLR9j8RSt+Mub9NM1HOowooxpaMKpJMBb7m9Cj+QrTjlLTq0Gyqv81IlR1j27G8Ncx/bpLi3Bm+Xm8nJ59/rnTui6jBCCo0fEXAI0sw30dYxydwCjmIGLZ529281+9iIoj/phHPS99vnY63Ew7DShFmihcc/Qx7rYh+TphKWQYuOfE+1GIpA4CBo6ppzkxUl+yABaVE4oQPLlqf96P12WuZYvk262MfaevMEj/7cnKvlzwM/RNHBBu5Y1eKlDW8/B1+x5gT2bJeARKRsa+X/+9X9a/vrvf98hLLIq8AmjCwtOcIHg4BG4qVdb4zkFjByacfXuysfpxyAnVwNqO42FhQ1KHvL8Ju/NzhZ82EdBeOCzvwdH9io47Na/Pvtrea5x0B18ItvBXQAQyqYVN3MO+rEturq7tRw+O12Ov322PP32aQKAtOAPA+Nor9sLm3MjiO2cniByfXa+/P6v/3758a9/tzxc39f5n+wcdadDS5H0BFgFQeY4/S6rCoN7IkoOdHJnPoz6M7paUe15YnRXua9uGfe/bx7OprpbBo0DRyBBqf0ROJ7qTV7r8SJijsoQua8sTf4GkZW5yfP14RWcyrMc8ncMmGxs5GSVMQf5nIbGyOkqq61XTvdsplNgCt6ab82z/l7zOtcDrvebCZSUpD2iQcSwantcYz8aUCftgBq7xH5MGYPv2JM1zQTmfgvkybhnMwN/0pcn5cfc4wNbZ0iljaWU07lMG54VgvLglDqqiyW/NYW5R4simTQrXdozEDkQDHTDoCRAH/R0lc69E7w1n2Ol6UpX18/0zLVDwOE3H+ORCYAdKk6jcj3JlYCgWxpv6v9JOvaVjOX3+K7I9MpjWG7qodLteQpPWs880NAjn/2QVuykD4zpDZlvxwSPpLET5+Xl+WKTsG+ePV+OLBnuEflJWj6kZTgCW1lskkd+dlIu48DRD9DpMYhtgwZdw7fpcVfv8RsAaHjKYhO9kD42e3oB2OXFMAQIgScGL5tlCpzHWoW6cfooD/wxKipr+YKP6KCFiWQQ5UTatVOBJxB5vnH6hJrgcTjrmHK7JHNCeTu1MRbW1m6AKWuEWt4k8DxwGVROsZWNcJRo+c84OmWV3/Nr2zMiUso77EY2aaWZpR/cg+CGuK7jePoBiBhQr81NuE9riQ5qRMw2mQKHtV6UPrc9gj1mqQQa9WYMCoNkhzyzxVNI4I7BsyySgHAIWj4milze2Gp24yCcJkDFAUzABOamjPxH9ValK+GL2wQ4fRd+8Pwzs/ZRHIRAIDgnCLg8P1vevHq9nJ+/ixO6Kj2N4aKdoR2temVw9vt7cTJHp3EyaXX5hG6Em4BYztVP0epajsNEy021kbb4MrTdlW3DZxarTtut9HiVwDCqHtxC+9C1BignA+F0P7T+Qm8XdOxZOkq/MS65ws3ytfza5C/lkit0y30efT4KchOZUQOK5hnlt5kOJ4P+VnIYS5/5Kx/aI/C3P/64/PbHX9o9bU19hCdxwHT/66YN9SO3waF1GTmtIUsZrg/hsXdd5qdnqLqTOpHfEBTLO3avpZx3AmFDPbP96Sx/ouTW4psLoCuerFNk5VkqeHZ2ltbG+7a0GceTl8+W59+9WE6fP1se7SawS94dewDkntx3YinDGz5dXJwtv/vbv1t+9zd/u/zht79bXv3+p+X9m7PlUXRiP7JhEuBWkEzOBLTby66liIHXQCAkbQskBNUzR7+c1dnyLTQOvaRlL/AH3dtrlrLv9FjoUcq9swFw8PcZZXpDDvcikz5axKjhyzgphhS0EUb/g4vlDQByknfzJOhp7Un+VvmZxLnmrGOTJkBW2ZZGnvWo/CWvdF87p7W+jvWZNPK7yudYy/V+vTrba0YhIZ6yp7foy1G8C28cutMEMFdHJ1GGFrW/KQr+ypzy4cQJDowpS6LBqbqck5OTdki5oVUelH+Bg553kW/zV3SjN33kZ2xblNzRMqcLnI1xgMHOu66w4UX+NYimcTUVGfwGr5WGTvcO6daz8AAMfujVwM8TurSBMXr4Ifk1akY+i0b/a+r5lzwRucAV7DRr6zblwolcBB9WKzBMSqWPgmd2Iw9Lf3Ol9KIen5zm0eCj19ZmPs9PnzWAH4hzsNdoNj9CF7gTyjyb+uEB2pDzaZ9akh9Wxp6GDngehAV6oEaDSs+uromdexK9FaDA25c/xV/qx+YIL3jikCj1VoTyQ/d/9y/MCUDUUR6FI0yqXSIoSGR6eTNdeiLxdZyeE9AujQ7HWPgvGCNWnoGDhLpUtNohEvyDsO7IlJO87cJIyt7HqMazlRHJUoX37Xn2u93hIPovBKmQBldX+Rg1BomgYAwAdebx0MNTFAxqhAIc+KAEgqe8ZM1rSqCnIgnRIxnbfZ/7EbB5P2OtxsSnNaCVQh90Wapzv5VQox/FCTNv73WxhRPKCTybuIhQdf90SVdwc7aipYl0BHjTOsqzYFPDaFy048yEAUp5Y1LLdnBKzL/cXp4tZ29fLxfv3iwXvvf/0Xr4CFCCFFvk+jytzZ+6nGU3eGhdWv/+ZD8BwZNZHfD+Ynn79rwz/z939eVag5JbMoxgSNLus5ImCh4DZTKiyZdIb5y4E0jRTR3gH4dIdhswqkOfxUAlTYVyc4BJnMiBOk4h5FLaFF9loZgeSzyKNOOBrnmbNE3mdZD2hig4JwgNbvQmibucKfIU9ua3hykycnRzdb+8i5Ml9xwz9SBeGzUZQxpEBUoe4anArdE6ugXvOkC/wx8tZB9raUuW/OZi/N86eoGO4EOvAdjoboiqDi3Q0RO9BJRa/dOCM0xzEzn82Nb9sxfPl+//9E+Wp9+9TMv/cHnYStk76hVaBM5+goHnh0/j0J8sl2/Plte//8PyN//Tf1h+/7e/Xa7PLpfdBNCHO/uVPUbcToOGAex+KJDotqT7CeIDDycEv/SPHejcnOAosAv6xa+tlMgwXXbYYOr6+ro9HgIjgT75IGeML0d/fnnZ4YDd3YPlxbffL4cnz0IMvQNoyVCiDZ1N+QLiyBI6dGvo0IeOT5dwaE4uNufIMbkIImga3ODL0eVfrrqGBx9y5nAFW37HCqtyuLlff885znBkT0FzlP9J510dXf4g43llJe8ctT05+zxpa19Sv5WODvXyTlmO2sD8bms2V6D8lv6zbYkEeVanmSLqHINHi80zackV2zzOP7xL0vZKJj0IbRXjuYszR+kU+OykXsYnbQzGVsSWzDAufIaWyvcO/x0rTdBjcIuMq8PmuSvar0GU35/PDY8dfa+MqUyfSeM9OB0uCI20nD1veRs45lrJMzRCl7G5zoIrLSPfqUv30gmegurBE128S/ATfZrdOG9qWw2papCijVVW788v2qOtLLYODXm0BijgepNnDaZTsPdqokPPx4K+fba9vDzdWw53Q1vzAGJ4SvscLvyZ3o8Zwt5Jo+LxcnVxv7x+fbs8mA9g6Sgeh07XCQx0gFvqaSO/UGhsert9ECkvdfN2jA8WiBUMU9UKDqtHSPq8p5chCJQJXp6B1wkjKps8HTNNrfqN48ht1Er/RO839nZDDAJaSFGGDYM3FfXcfVBLuihH8KW8ggNEpAh5k2CAc4uRomiGJlzBRNW8NzFu7eJvKwaWLTB4JX1bv0lTxcqLUVh1hkLqmmJqNIJLjV7fP54u2Bi2TvyCS/JyvLsxoqKyFFXj2K6xpHEM/HH2sF+3aW0l86Dju8GH02k/ShSMq7kP48zq9DzIxPjpzQjeN9fL+dmr5e2rP8SQnqVF+Wl5ktaffR0SpnW82RfiGPPuBx9F7dh64OmhePv27fLzL6+Wd+/eJ21gTqWDO4MRobUUDP+hF0Hxpzua41IldIQSinTPCeIS/ChiW8KRvI0v6EHJ2guUe/LiAMfJvnnS5LkBY1qM/TH8JY+bdxzEKioNMHodmC5dccPRR666jC4qqF+iAYihpBSq6w3Nx5ktkQND5XFKF3fL3/32p+Wv01p+d3W9nNlWOcEUJfw8Qzn4OOoIAqutEfIamIwgmehSRO8DvCsckgeGlv51yECg6MDqyFq/w5A6Fq8YQ+naY2B4pnMHZvyW8e3XA6MLT/b3l92jg+5Q+fTbl8vL775JELC1XNis5927BImW+gUHwd6r18vPCQLevXrbZU77MSCHCXQOIhuHaU0cJBiw4+Dh/mEnSe5Fjs2TMBMc7qvzH5zHqdA1vCTjgh2tPsScDV82a87zt85voTsChC5pJBxjAsrDBljoRiDyG03YCHLQ+T9Tcg/Os3wPrdAYrTo5MnqxGssGU6EpO1Yckse78miFlos6OMh9XvZ9HQY9yElHq6c5xgY22QbWxmbk4Rf5GxiOwnTkfefwBBc9P+05bEsi79nevLOjYodQyEPSjb3Y4JB7V3Br2nIowjLJKc8Dz6Qb+7s6OjLP4dNvjTNuQB1S+PytZaBTXlRnONTyYuaqOJomfwpTHnqbAIo/no8NF6zk/9zX2QXmuj22MvH2LvZrpU95nYOcsE3mZ7h+cegUObDVKXaT7SoNcp1WO9zRf8qld9W9DfwpV70Gt8IKTupemctvcub3mldWvZj0nPzQx9p/ep8gVq8u2qiP+TkOtEUf39k5PTntHjegotgERYGx4Vse1V6R9wlMkxKtEminKh0K8K0OPjkF1b6Y9xUORkYiHwFQX1a52dA09ru6F5iteVodY3/HPyVl8QsWxX3r3/83f/kDo1T1ZOShRGjyV6UKU+/SmrUfvNnK2vc7MRAzM1MqTAM4DiFConWIILmp0Kizt6JM44D3ZeS0RLvZB+Y1Q0wzw1cmwiVopPKUxW/MHqeMuQQtOfxOLWcJ2SaSzHOKgZg2MALXsxbhzDGGAPxp7TsRhyFGgU4IDB4cN2J2nDwZEH52XUu6IrhdwmrJbT3eadcKAYPPTKyzm54WuI1eQhfduju7y8GubYRjTPMeYjUqJktWcsdhgE/4tZbQ0eYr7SUJDoTMx25sc2sMyWd/L8/fLb/89ONy+f5davCxTsGQDSG1xzxnbSLmzu5B8NsNEfRqGMt/WC4urBKIc6vzD505N9FvTt3AhCuqFjzC05AU9Q2jrMLrSqjd40MVvrTIf6E/3lX5QmcH55ZESU/o8Ug+z1KKiweFNfBqVogNmHlIEca4jyADYaWEDCbPGSmZaH7kZuQ0D9lZQELjBqUBkeKKfIOepM0/ohv4Bd88ul6Xj3fLwcHBchSneLDHKEwAV2O+ga8lWyVNJejD2k3p/JgInsqaJf8x+qLFT45uc7WCBE5a/j7IQ/5mZ73HCS6nV6l4RpkZ+rakE4DZ1vX5y2+Xw9OjRPlpiQTO4dOjZe8kjvv4YPn21y+X3Thfe0RcpOV/fxVZfPtu+du/+ZvlP/6P/+/lKq3//Sdx/JGH+SrgUVsx5BKPniRgfLIXQ5y6djkg0qlr8O/QWmjNICOkAI0BMrzVCcF4mz91pkMm0po0dRld8dtwnD09GNbPOh7CX4cmJi5tG444frbsHx7XRjRkSJouzSQj4TV8tPQ6ByN5SRJ5COGqHzX2wY1uV97yLlYht9pw+RUmj2Ece5JErTu7ojVbhw8vMBW6SadebIf6ez4tzbxTRng+cv+fHzXODHMO8KEkKG9vW/LVebFLLU+Pyjj0Ylpa5igKhhTG+ZV2wTG3xbE6lLRNnGfKEAB02SZ6eQFGaKWni4yvLXb0I5smuNnMShU44Zn74Tr1pcN0XR04HrjCaYKLzbbQis9vk185Z+lmG/VH/ZaF3uSgVhxrUJJBHbvvAyyDD1sOWXXzu3UsL9UrGXLiOxB6aOkMx7wG5QKDBlbBA8zux5LnZAKG4MA9ZNnQDcihUR1lnlmJA2ZKLB27lA+tZC5/InPFK9THtzznQ8iQAPpJ9JPd/fnVmzQm4iOSRpgjPfr2Q2aRF0NuwaA8mrk0grP8TjEnMdXfP32yvDx5shztCoBSVl7Cm63uyjH0y396Nw0Z3Vw/LGdnN8v5eXz3hwREn+zdYVVA8Au+pNCcL9STd+vf/uu/6BJBk9MIDbHzLf6QMQVEUXOi0cMn3xvX2s2zRDiUFCIwjVgE+bsKzKfuDEXwCDJi5Qy8GsY4ZVHorVbRphIfH4xrRNQTGDwxbhzjolup3TBhGliI9nVXEYPzOSoObiacwbzd06kowZjhghTSckMEjMvPTsAL/FQjqKe2EfQ8iSxGwPKX2zzLu+TvREVOOHALcwPfQRh073alQCi7k1bYzJPg6KYHBHKEwOSyD2GGetmdb7p5rZpQcvIQLPVK2vIg9VTv7hoYIbGs7CFOqFszp1lr5r9dA3fVK8J4f3O+vH/3y3L25pdktlVx6hQ8jbne3DDQaB2l+kghzdd4EpwfulueLWXtYndjTDxlq7f3s0IgQhW8+qGavBM0dDUARUktsdZVr1rJm6v8NMNsVM9mLC14Jp2gqUMEDEPep5YpQzfWOFSrJhi95A4Zw5vQAOWnJymwCiPPwMV//NOtnxcktnilEmj6qJUOrfJXAxkyk51gWNigdXwOvzktabAuR+uVZJIum7pR8A9303LRKvYBK/LwJHILbtcJx1GaJMqYPQoQvAuCgRzaht7XH26X209xgHl2+3C7vL95H5rOPADyvH+wmyAj8gGXwOxEJvCDzN21YDxOMq14PUE2Zzp4dro8+803y1Gutvx9vB/92beL41UN8kHgIdzf/3/+bvnxr3+7/OGvf7/8p//Xf1x+/I+/W87f+xrg7nKSVr4eORMlGdL9g/12/9PlVM7XS1KvUDHvGDD1xE84dXJVksQFpz7WWsf55t3BJmjGX/JpZ8Tb6Bfj0+9JxBm2FYNmADDo9CjPr65uu/Pa/tHT5fj05bKzd5TXDF9ois+1LalX6MNQy2sTsvYmCJ5TBnvj2yQTdOIsZJz0MgwNDDJYZ5J/bEGTJHlXO0RYBg7wyR9cO7mNPOUZ3z/DEcRntEH3PAPtmWXPZJZc0CF26yH0YTvAdrJ9TP/acm1gEL5uB5m8IsEdkvGjzillTqBBblNGntdREuw86OQ45Ag88PXItCdAYEH/jEEFNy3rvX383a1tMzlO8EEG6HkbLF85b5noXm1xZP5x5KETmQMz/+e1gDD2JrA6h8R93qtvsMnvwA4AE3DV1fLu2XjNPKXdBIL5Td/IYAjgy3fkAn/YTnDqvHPKX4fd9HrvhsYajrUnZVpI0roGb4FO3rMxeMAGl55Jx/bWRodXAsm24ss3/OB/Up/gqtxodYKL8KM8DXzlRNY+fLDMFwv4PUPYenrzO2Wl2tVhq6ne2HXzPDoZeoQKxYWsUC/2ME9yxm/mtxUWhE+d1e1of1l+8/TT8u3xozQQUqfk7dCCOibDx9QJrdBQ/T7eby93N5+WN+9t983pB4fU72Pwv40O3SU/39N2Td49BMbWv/uXf/lDnV1qE7ABqrWXFATIekSOKgy+jmBcpyXB0tvTm1CIkRjSx80TpgNALlQrzxBM9BTaVoC1EvpluSgsBmNEWBREw9BAI3haHZYh6W6kUA7ECO4l3ihRAGO64ghAYFOKRqQ5pc9NGCuiFOmCMdEcpDA1YHKfeiN/njHoOFeGep+/dpVQhpS1duV3jC7pbh4YZOObMXLJq4ud0Rs8R8GnZRQDZWZ54Gpd2KSnSx/VM3V0fq5L65cTL6rsA0994NKupODdz1u6D93u07LyYZfrnLdR4GTNGacRWncnqZQvE4VIxsCLYw/t9VAYf724Tqsy75AsLG3k2+630K/jhEk3vAqNo8iVv9AAOHlyW6WQVyXaEoAzy5FyG2jlFj047q04vRpg6KtDqN1JR7lHNS6lgZY8JWahtCx1Ax9kclcl5poiyA0UIqNVMzKZOjT9hudKkrE7JVI8cpQy6yiSpLKjnMKmKIGXTAwL5QTg4eEmcnBbGfURoRo/aQH4YoFKO8oMR085uOv7m6TayFjSXt7eRi5smDOtW13muzHMM64a5X0YQ65V1u7/21zTku6HmJLfh4l80dFchf2DveXFy5fL8xcvis/1xfVymZbH7cXN8tNvf1z+9j/8TTf+uXj3rh8l2n4c53900i5/95YAdhlgWv7tPUE/dUtr+lNlVEsLbUa/8P9j6kmHShot2uhDZVPrPjTFfy0mDsUGSHYv1BuALoLqTu6sbIQem14rc2RsKiUKPzx4uhycJrgJXuRfU6N8oysbvrkK9u16N8N8oS9WhD50DILdjQ2PsSbXNh4iQ4op1MhQJyunfnUUZD6wyMwYczqzOvEEfbqpwysF4as6ki0896zyGRzRiYxVhr0PPE57lT1HW/6599vzztIPtPZAROgakCc/GJXM/OOklAPqwMmb0GHsXn6nHLa86BSzcSZOqLBubCW9rU0BL3DZfF8PtQOoOS52skuyL4cCQ9dwPnyC2wzNaPF71UA+tEFXdoI9XRtu1WdpKkd6T2MPk05v1/yOTKgDfvbM6+RbV5ioM5tU+oEZWOqjMBRoD0Wu6p2SG4SwMSq2DitoOAouhk4bWpAHN80VOPmtXDiUJ+xgnndfgORdn9f2hHdsKkcPmL1tlP9oYxi7vDBp0fjNm7Pll3fnBsKHn0FaD24b22wieHlYbqo/XPK/eZbHewkCnj1Znh3tRKZRn/74/6G2gqzoKdawRQ09tJfx02dvr5f3l7FZiU4EDSwjn3WXRreN+3ziXUCBhlv/9l/91Q+rwIo4ywiMdZ8EU2CApaD7u9xT2ihNx2ty3YnDtrUh9KDvDClKiAArYRDdZiyGBCxLsq/8fOQmkeVjhmcYYtalFkhVFi39IZo/RIowDKMoEuGehEqVPy88KGGqQHnWSDh5G3mnbquCIXide4S1a7sDC2wneqhHjXgiruSuQ0z2wBoh4Ti75jm4iWbb5Zh7PlcgBTdDABW+wBP8SLOnpaUlGeHsBj/Bp7TPn7IbBBT3GJ4oo6GBGoBg0R6CjUL4mtvVxcVy8f7dcnH2Ok4iHIe3QCvlB/niq6tZDdqFlYOBUmdRq8/+3t8xTqmDlRuUODyl3N0lSz10YwPX6g19KzwOMhRCBmQx5CylK63z0OqSCncSGZ6oPEib9wyqIQ69FaV3ToFWl7mAU3bifKs1FFCWJ/nRSTR+JXHH6aCDPsk3cy36NmkDW74C8G7TrQeuXN7j3QZ3+CkcD+ARX9cgNv6wV+Pwd7fXLev48GjZTVAXzS9d4WTDH/UAL6Lco0sEY0gYhsfRF2PW1wnY1Bkvyf0uR5Q/ebuSILjcxGGfXZ13zgYn+iGGeSutOIHk0bOTZTeyhKtqb3hJIOGDP+fvLtr6+Olvf7f8+De/XV7//qd+R0C3/1Fa1oeW/6WlfXJ4EuefQCItHjKszqlEaBA90CujoRnDQ79qSMhikoRzm1LZgzyPbrcXLu9Qvb1Tkc8GUkmp9S+YuUgww3CyEOO0yUPoFrnbPzjutxg+5V6PlC8HHgRHE1b1JqET/D7v4lhhiwyEV8o3tDJyR05050e3GNg8kLZy6D6wyEudN37nObugHiM/4whq7HMdWVWLwO1zz1Iv+XM2Xd4565hy08tXMBzecWLV9YIbuQSLTMrYIYD8FcDmKL5g9LH6bdIVX+/Y5kiyyuRI8s3zQEr6ge1Z/kuSu+qcrWT12OohMIdDb+b0wlxd+ezzDAfIAA67oF50q08DV93bwFBufveZcxMsdZg19V3phK7r74ekWeuy/nZUFjb0n7TKmXS1ieSp8CJBfkcmkql52PoJ3sfeDB8Gd+/lKx1zeO+ZAK8ykSo0uNi8dxRm4BniMyxcSca4JCFzNuny3gPl4EkgVYfDkZzDb0ZEj+svr9+MX4B34LANggzlk9EdeAT8Y72IwQdkNufl8ePlT18eLCfHbLM+t9Q9L3aCO3QDsqW2hytltbfw2ieEbxsE0KWPm+DacABfHkC1V6vMbP33/81f/tDnAVL1LFEDnSABkAp2bDnXjuvdhMlx0yY97JmEx1AUlCg8BMmPds/kj6KpWLubNsSarlBk4hi00iEUom4ZAw1hFS1dEMwlB+arcJgmbZ61BZgKBzyoLZ/gN0jwbpNnqogdU3aKbl2SVIqcwSPGWQ6/OtkjCBAYBckvTaPT3NWo5X5ayCFo0nWMNAKTn21FEIbITQ1hJ6+ksPuP5gVcJwK7i/Pf79gyo42JPXJtCSqvVLinnO6dEOOm7Gl1hjfqGdw+pmWp5X/9/qzzAewO+LCZ0Mdo6gJjmCm3bnx101JQNb02WmICE0e/Q+99ytH65PwpxKoUDAEcURpVSpf8Rkf0gnd72POwXeD5B0/CXYMc+ugFaeFIEnzAG8lJqWArwrPAKg/cb5I5U63Khl9ygd+8xSZX/PUWIEYiaStDyvQ8Z8jS94WHTtLmH1u21UDIc3xMvtQDPLnpSnHMvcxaOcZ3jT/6mh7Bgl80M2nHQOtFG2MUI5tnduUzDKY1YqMmE+cYF706AkI6U/mu3NvOOQY5p682kqfHaRbsHh0uz54/X56/fFEnvbe3P/iGX51zE56evXq//PzjT8svcfxv//DL8vD+Znl8+2HZT4vfUMMJZ3twsjw7fba8ePGiH2ip06gMk+eRB86X8/TFRU4C/pw/ewBv5kQgqS7V86StAQ6cLuVFZ4FNdB/9fHjKnBOTGw09kOsJ0gXDCQIOD/pbfR9itJ49+2bZPz2tfgV6+EOmyS9eh6ylbTnZwCwsKa8wqQFAe7To+qSZ1iu9Cr3UE9NzeKtOnawJZo7aDs++Ohl0tkMpTb/Bga3IbYrI//MvxxfdWWGWHnnmd+mVlDBY5RBMMJKz6T7nz+/C8D7HtGYHp/zqs/bCRKf8khadNsnrBHvkd3IFtch13nfsPDIn2G8QFf7oumYvOnchxYOlccBWrU6T2oHdeRwBu54wRerqoXrmVDfDNFPvCQIeNkGCwz37W9qoY47Vsa552quaR8p0naHZONHIP5ykrgPf8HoNDtWJLknjmEbHBAX2vWnvAN7lWQOBlK++TmW3vrG56tBAPWRkc8qh0nYCFCQdIkRO6UXkujgGYWXwbZZk/5wgwB4gak4Ww4JefblWb9WTwo6ckY0NzJik5eXTreWPXu4tB3vkMy9SR7Z8beQ8pGHe4Rt1/2DDs0/xNQ/Lu7P75fxKgBiaBY4QhdbWTylJL3HrHToHlbwex6mCCqGM3qhjcCrjVW6KjaMAWe2TzMSlRqKQYExyjiPKa0zM86pJnrUbqDADNGeSxPgNERwVhlzrQMJMwtruvwpYjEvuRDyYg5mEiqDAvcZByq9+V8hC+Gl1hLjFJ/CCXKN5NN0411A2CIiyo5zBAy7t/oYwHFIPR4OA1Lf7TecZgzNd5pvNd5K2Rp2ShcgOjmgNUtq6rwHaKH/ejSHJH4EnHbknoFXotBKV38ljeY5ew9m8/5AWpU+02hw6v3VblVqpi8gvKhAYce7J3/oGgsDiNkJp7a/AYndXS5RSPCk9GtEO2j3gmH/BMcXCNfd+B3hK6qWwK4R5UB757X0eeD489C71MoOZSG6U+2ulXxWvM4sBXo/NfS/5D4UYTQHHLKlRjncpoaKFrsabGYFJDwH2ARHGSSfPZCluAKvjqoDJ3nepSg8RdSfU5KoXyJcVf/zlzfLu8jK1CV0CbHpOUo+dyFQ0OE/zF5y8yx3+PERuGHLAq3mBT25T816Rwxi6DZ3en5+H5p+W0xfPl2dx/KfPnqZ1fLjsHR92Qhd8zbS/vrxafvt3f7f8P/7v/+Py1//Tf1js+Hf+6t3ycHEfYB+W3cjA0W5a1tvW/u8uT09Ol199/5vlN7/+TZzt8wQCCUoTZNicx2oS3fMMx13Mhq8dGsPvLoOR3asELxyFiYjd++LqogGNVQtkR30EfA0GUkfywjC39yr15mjaUowRJ9d0ghGXzuZU5xfXpdeOD1sFjxr45AeLQ2nXbJjUFQYhgEDEu+oKgdoIi9u2jkLQkCn0D0/zjAzOfIRJR888lXPVRadjZH+FF+5EN6VsHsIjU06yaA6COnWpXPBmm+RpoyAnOOAWz+p44IEN0Zyem4ez6oHf0sOVvSWzq30tLvJtjnZ/p56erfq5wnG07ORXE7rymT9ebvCvQ/Qk973mwLOu6khaQ0KKhJNrnWaeDy6Bu6GHvNJwhIJFT9qICAfaoq5O6tlRj8HNsw7HBkd5yQea2ZPC3hgOeTsTH3xlUpT8I3CrfLSGQaRDC+qTq3wCDfDAVebYGfqWQ1m1F9JOuev7vAy4pIqMNiDJ2Ynr6prcerXaA5a8q40zzNse5oeZbwUH3/o4iDzLBs+ASNqkdl++8ZloT0qnWpHc6GrONCy6U6heAzQL7yToCpkYJ1asDe0YoGARffClU3XG89QgsINmaTJXedmwkXF82/r3//p//gOgjWqRGFMCnLDbKx0kBPlI8YPjdSIPDr8bl+zFECVylweTVUhLv+bMo+rXMMfPdtnlehsEOadda5J3dUMaFhinbqKEAGAde0cghzIYUMJMQVZFAJeTrXKFUAi45sEM9Rih2yhW4HYMqgK1LHu6YtUlZYuoTNjyHj4meSVnDbF8YM8mQx9qfK5jHO2lr36ddJKDM9W9K7VgQSGzt0Du4+Awg/J0Ek2FioMOfQI8atU6Vb7zHPM7VpnnJWgErmligG/O3i5vf/l5uTx7E2duraqx/pmBa/JHMuRve/GhGfmvbPuL+8Coj3KSzwxYdEKbdvnCOe/Rrd9w4NhSfIoedua/Qp/qFl6QDk5yRHiTuK2u4BHsN4Hg1MuGOJRGRAtFeLTuPQGTLyC1rPOXbBVw79y7tidEoiiS6Bnt6Sv8JzM4FH2ekRC0Bafy6V2SkjFyMVe/0UDCJHDJ2boq1yPXpAvryx8yp1sVUrrh+6nrpMGDfnOgZSWnZ7nexYnWSeU3iOgxAc+G5zANPcjVu/fncYYXdbgc4fOXL5fv//iP0nJ/TpgaePejUO9t8/tuOXvzdnnzyy/Lm7T8P9zo9o8updIHacHtxRFa63+kB+AkxigGieP/9ttvl8Oj/ZbR3rDIGTm1VLW7GEYPrAq6sY9B6tlAQEs+9SDDhsIYIlLxQBeurzrMMcNcI9MIqJVu9YwPTpmAyqExmnr2ZhZ69D158mQmPObdfoKUk6fPEpDsp6wx6qLKMbgTQJJHfEXQBuV9x/mYC1Tmh76RwPIXg0P4Dd84BtKK7hwAPPGePFaOQN3UofXY/K4uVOJwkIwUgdwnOE8dOg6Ml2R+887hvn8pg42TWdoGJeE/eq3l1qFsfrt3VDaCxwTOG3kJLKffE3BNfb7G2bHCmlnzqS8tLincQ0UPkA9XXXeJn30n1iBZFVzhrI5oDFbLyR+8MAL+gh91Epyhv3ccG1hzoIffJVHgoBEehc4bO+A5+969ND4+VK/wjpyVN0lglUppmKP8jkLKW+cdmN2OfVNntnWlCd6NH5hACy4aexorbDtddKx56/MIWfBGN42NBh65ti65GIuvrwBfoBYjowHz0E3oyHbKjx8xifL167f95DpfEvCxzKlLwCiHaIKxhfcBTIxizqOzy/Li2fbyRy/2o8sSRzcDc6UrKmMnw6M3zaekr68/Lmfn9uOw1X/0KcAj7vEJwTFl8uFsmGAgUMqzrX/zL//qB/VibNpy9QPjvEwmjxKAhNfE5/Hik8I+VWhc0t7lsKgQhwDGPAgXwUEkJRVkbjGiXTT50S1YH2nN76b2usW1xuM8RdOFFUHKs1A0SIq4htEVwPw5CAC4jnYNJ11yFvVhomc55dPliKq5l6/ODYOTmNAyJta2s+7wIyRaWmY6+603QbFK8H/rk7T9Mh4jpZjNjFdM7bbJ+VVmBQdGTFeQ9fe6Xy0fIeDtlkv6toqkD/0sowRJK720C54mXtksJjftTl0+3C5vf/7Dcv7uVYx9Kpw0ZvaCHwRC2gQbFcrQPzjrfr24uq5Qm4/Q7t6UjSYifRP/7mKkZ3IlhXFVHOOa4qbaiilO+Fva5z5F1IGIikPhvuvM4qbDL+fANaY835lnYAMP8B5JnINgo32VFO7upQMrpzz+q+MmJ8GrylMbD0mGouBDv1VSkomBzN20FNUr/wVwh46Ukb8ah/6UPnAlzFXalh1xpDie+43P5s4YPyWz1uoD1wlRm+V0jMcghKZaMiFg6owee3FwAkbGsPsqBC4cONfz9xfLhQ8INcgAJy2xyAMDRxbPXr9OAPg6AeBZP/jjK4Am51otYmtf44Xosh9e7+49acB+aPvh0+Nl3yoCRjQFWtFzE0cfU9rK2lzqIc+6B8HdTWXtPi18eAggySYZcdzfRidyCK7hWGOS8uuQ6OuGt10NFHgmIpkQLFBoi+vBcNfMlbGJkG+JVC4ilycvv12OT04CfKfP65CcwZOOM64jO/kVGpPX9hJsytR7gAH0z34d6Ir3HeoKPrVT+U1mZEnJlSnPKrO5rkdlMGftDV1T2eRgK79OV1hsJBlGjyFT6DDOI5rUe8fYUjTzg8x+gTXOcPBgo0hG6//Ve7KXu6bh/B3o4t3qdOFbW5R8n3EHI3yXT/iWAlQ8PBHEJdi7Cu/Dd7ibD6UMdfXdCnnJqJ1RR6/zl7LXXs7KweZZHVuUCT8MN6wBihOv5tnUY3QgkPOOTVWi3/3gWmhzax5Jrt0V1n4YW2MrOTCy1TJTPtlzXXHuNa9XG7fScD3VsfUMs6b42Cw3OVq/pHG4VteR1XyUXIaUA0M5AZ370MFN6twl3ugfOHrV4PXu/HJ5e3ZeW6uUBgDBTQOMbIZ7wTqw0CUJmA47Dr883Vm+f7a37D2JBD2O3CRtQIfOE3DApb088T/c1MXV/fL+/X3sx8flCpPjRzsMkHrqJ7ZaQP6KoirC47/7r/7yB/xra62ECuJx6BDVOkYAk80o9se02K/tHx8gu7oQY2Csn/ahkWCfHDN+wgk4CHtbmblHMC1oVb2+m8p02dGHwM9LvQH2wa8wBcMUkXOEBcExpkK9UdZ5PsYAEccYIRDFUWAqh6m5Nm2ulEpLw3vd9Z4pQ6+ApzBtmSWOta3BVx0Ch+HKzXQ/uk/ZnLveAM6h4zQhuC4jedtqUK48uWoN2cThMK2xo+MY4/3ZAratQbinfOnhW4fhjDCpg7qBg+MP99cx/u/S6vvdcp3I0jITxvkmRvlJjL7uYt26oxAp25hRcAyFq1hmlVf4wGve+64Nto2riTZQGAMLj1yTphPrQMt/qdpGTjyZA97mBBBeRjnSEGUdfqGToxE7yYtsqUtpk+drq2nl8WowFSRrZzxT1GQ1SQ8OhU25wk/PJnAMnVKe96jZoSQlwLMSj0eB6Rk0WnZ45I8mpQwtYe8Y5QbEjvxmavDYIzRKycMTUMKjjqFufVisye+eGTQ48HR5gq9HCy6r4aIX+G92tDHX9kJEZ9rCSUE297lNy4ysUXBG+s3rN2ntv1rOXr1afvr73y/XCRQ+XN+m/h/j9G1M9aTOX0AhYDDWeByHb6ydnppQuO3DPzHiD3H2NzH219eXoTSd8G2O2+Cmt8/OZ8qPvOaZgL3OP+XQypkPY5OiwGKESpdHnRuhrDqc1A/1wp5xBJEjKmNPBMEquRI0aiGRArJpLw6G2Gerf/3Hv0kj47jPycqM8Q9vy+ectVAYkn+cio8m6dFwCAI63gl6MtW25ffMNqe/yY1/wX1kXSWmHp/tzObe0bzkN3/elU+FP+8mEXkaOzF1Sh0ZkspwZCvlrIbXyp3pAQI/qQOj+qCcpCt8RzKos0ZFkgU+vWXjABrcqqPsXk91iSxt6ju8GV1j9+im3qz2tBHqaAp8H0IX+0+wBTYVY9dCnqCqbkO/NkrQEj6B2aWwwaOz4pMKHeHVxpeC+y/4F5cvOLHPa10d5U3v8A1ycw+ePJ2rlPTqLWgvLfVYlQbs+PgoZ+vJZueKxw0C897ZfOQy5YLrpPeer/g5XFdYDnKeHAQ58gJGYIObPKrA2eNRkxOo3HRifRx2A2EyHht29v58efPmXfQsdjbJLL33cTD2nbng/OFjb5v53oodPu0WuLd8/3wvYATKCZ4hFYOMtuyQodfhtR4IKwMe2hNweZWgm2gklUnFJjjq/yIu0IIvfqp2aEt4IrwRhHbvMax50yU4Csm1BkrnQ9ISRIdPodZIBSCmaAGx18NE6jsCgGBVNBUDMzBsNEKZHRUAlXcpIURC+ZUXmIjZjIN8ZWALGebrguu6c/maTjGF+KXcHIyubpvpng98rfzkNw7qe+x7T/aTf4YCpK0RDWyqXCFlpHP1rgFDysKwOuoou5mivq7Y8Uvle5+izHQPgNQ7LX69HhFyOKCtD8HYOAhNug90kqoTxzA9BRMhMyYdF2RRmb4wk/FuhNxWaOiZ8n2gpxNRyGHK77yAZKHYFIORNvu6ApM6IDCDw4ExHgE7uJeBwweHJ0762aPCjx+uYxQkpQhYWtalvujWSNj70oNxE+TZI2HTPdlWwCjClJ28NZwkL7Tv/1P+YJP7ljNwPVdm0/gR+hSf5p1nFE4a56QkX9HN1Ic4QF7atk5GPCqL6rcehZXnkztykISVJwFAdObs3fvl9c+vusVwHWkd6vR6oZW6HoT+J2nd2vuBsZvxvPylIu1uzPVT5InDOz06WZ4+e7o8f/6844m683ceP1keLm+X67OL5XjvYHmW56dxuqdxlseRl8PQ8jC0Pd4/XE5Pj9oz4Wt/u/1+QIL1BECk1T4F95/Sqv94u1zdXy0XF++Xy8uz5ZrTf4gDuNdlnzrcpvV/5+Nchrz0nHEkJuElb56P0Y/0szwJKqqn+QsnK9vk2rtOKPzAVggkYoTVNQzQBQ1Gg+Dojt4q+wSAsbMbfQzz0K+tnNiXDiGF79WBMGRkLXQMzxpUhBer/ajs5oyUhF/wnsAFH5MyVJj3TAlxq0zhcW4+y+HmXpHgKdMcg895OMkKkjI8G0cPWB1hawLXwIhek3H6yZH1WdLUtuT+i66NUecQyBtM2tLfvPckZO51Hqtr6rShpTx1YqVT6BL6S0OWBYnT5S3j2DPd19Jw+p3LQsnzfIIJdZ9T75QyPBMstDcvR3fXzBXvO+6eswF1KAJGJwTXJiZnkBtcwl86kHfStpcovKk+RZfQTi9ph1VzOqaeHBkbHj+V68jOwFGX9XBfmqpPNZl8pI6bPO353eBRH4IPrYXazdXhfc/84X246788C0z13cDDiICrDwKBUcmTwuCyLYmlB0RCSQ7/a1jVV/mR5OO/krfyPDzT67Jj1Rb5Ce/gUp+4oTv8+NFYtMoDfPDn9pbPCMygzLVA0AVn2DycJMeKV7etf/+v/+kP1uWrmIrUaModpiPYoxiMSbmViEK39kwWwmQMsL5YRAMpHxsCQPJkqDC2CxYSgV9EMTH3li108tzWThDSXZ+WSuDJbD/mVK9lyKOlh58VxLz3c1piRTvKGBapdd5ZNsU4NC/DUEEolQvDhjRmZHu3dl1Ju0Z4FHM7DpswwjmJShPvtcwZHJOiuvxPNVNPWwNLqpuRMaNUlAeC4Bgp4Px9VvVxyn/W8U7LChm4lKm2aEUo6yjj1E3QUvcYTY7+08cY0Rjfy/dvl/dnrzsZcD/pCFI3bWEQk97EEGLooLzW/irDTl1m0JpB3kmcoYWuWEZaqwyNaujVITBghR2ERUMELuqI9qN4I4joA7+PScuGrGtfPZsteAV4xDTBlZZxWt+6F/upUlZL0VIERyGxP2LU3ofAQnuJKIcCU82UjauMXWRQ7qSFx/oVLb8ponvdmu22BCUwRu/QLL/z0HMfjlplPygkjUqTP2/nUN/ofcvrGt/k2YGvssB5/NCW+M6+wJThi/Im2PWlsdn9T8CTwDKVW3djrFFOGS0l5bZVEdk/iBM8jGM/OT5eTg4OluOcp3tHy7NDjj/Pjo+Ww8iRIYXdyMlee5X22tW/d5SAYXcvrf/dnFoQKTO4lidkP3iQ93UyKyfP+eoG1iNkidjF5qp3qZ82jszcxViT/aBZ5rjvWn9ECd7oyeg+iT4bSvNei9dui2BcxW7M5MG0dCK35hes3cL2CUEEXff7CZSeff9taIUH+MZl5yVCh3YTUJLxMY6MfXUxsswJcyz0lw7tJyAia2A95D1noy7KNGzRYcT8exI5W20PRnBqnIajq6akx/n8g7Nyui47cGu8c2WQO79gA6MalGedE5MrHut96AZA+e3DM934S7pNYCARuoGp5e03OQI/3CMqecbwcwjSBfm8IZteKbeOK7wm42tgAvTMGxgnsE6G1iqlMwJRn7I2ix2N6Cs4YxemPrMEFQ7wZBsiv8Gj1UUYdQpN2kXd4Ce4bWwoejbYDw7sG11wD3flgN9GFR1Xv7wTOI9Tu8/b5A0/vaszT70mqDLTf4YHHOXThhfyThEaXvwVYoYrOcv2vJwTfZUZOuaES4Ny9U5afEFP4/8MIRtK2NnFLlPOmdCk8qUm63bP9Skp0vww+uDTvq/evFl8g0cpbGoDkMA3NJBoARXCIGX5ZPmn5fnJ9vKb74+XF6dsRcoMr/Iv+AavwE/K5p1gPLy+31rOzu6Wd++tQFqmJ4D9Ky9oEvlK+g1bQ6r8F+r+9//tX/7Q76N7rnKMdq6IsGW3+hDeLoBidEJuvb8JPSLqvf20WqNo8g4DOYRRDg4xWZe4+LwnFBQp6VLZhyDWna0exVhEuGHDiKkRxSjhJeYo8q4OOXgNk5UmiwQELEYC7DBnZGgjwHnfKIn3SJauyQ8GFB9uWvEERVo4bX0iaIHJE6QccMv83N9dXfcePALD8Nylcl2WFQOUTJuWeW7RMAwqHmXTbMxzGYOqy9L6592DIxRpN31xC2w7Mvp+wTq/oV2eYKWVZZ72x09pmV1dLG9++cNyef42vKIIhmoEJbia+yogWznDFtND86k9ALu2ngq86nXqWSMdQ/wpwv0QiUbb29tR2MpI2MKBJFOEFf1Cn5wEtb0+yc9IpKp1gvlZ/nYvhuQxeZF6+LLhk/AUnR7n2c6+lmKUHI9TJv6SDVXQy0O5tBgtc0SHPCE0SZefm/NJEjGDE2hQiORt2rAOHqGpq0BDdnIIx8rjzhhNBXbZZQ1OjFvydtOr5AvVC0OA2par5AgX/m4HEOXnwLVodkNLn/nEhyU8jHkLj3dblzHujF/KoWNpQHVDlTznLMlSFTSgfR7YLeNoWMy2t4zHQYKIwzi1w+298DEBQfi4kxal3dbMydmNDhri2dPqP+D8ExDknYDAZC2BVINLBjNw0EirrS2qXHX/tis9NHc1d+XKPIAYX1+RvL00P0AQoLWWOqYOgsQuoww9uuw0vBVMhjJjlKNr3rMT3fMgloes3+RKgiwdJG8+TS2wFlRsPZktZU+fv1hOXjxr70CHb/CQ/rcfO7wPndghZZEVjgiDWqfgYWyUTltLnReF0Y8vpTyTG/WC1aHkqDwHCJrXBtZACmhSzxwNxvOcrtRWRCbpdaSpPMW7sUnKCp456U/zk+/kt5RTGjJNropr6MBG8OEtL+fIKBtLd8iBfGRvZCjg+rv2iizmn/rmSTKyfZMXHBiOU0te+hU8Usq895dE6GcDqmBSmDKVzw3OBAcPrT/HrleSHOH19ALSPnON0shKVTvMEKRDyagqR4VWQxF2Vml2UfSHFg54rY0J5Qoo0VfADJeLi8uUwy/MZlFJlivypfyQmy2eQEIZm1Z5Ds/UBx34kuKFbxDNs1lxEvuX9CvtP26FCpUptAju4CdPJ2KmbgJEvWG+n+KLno+2zVGIPpHj1FOg0p6B4PchZdYNKCyizY6bjEsufnn1y3J2fpV38FdGuJA80rAhrROASRG3upwePVq+e767HB2g/fR0JVvlgyJvxXb7nSJDg/Dz/tFydvFheX+pV9uwU94F1xQU3NCAT4l8pvDSJJkFCY87GaxEZHiTHgE3CWqgJIwCIjSjRfghMw4KCnM0f6uH+GOck6lDDN0EJnl8xajjJAHuj+LpRm/3T4xdFV+vAONZGNN66nh7wgl7CXTP8jxLcYl8wraAm/QUO8K2ce4NYig2RfdrqL7BXbcSYQ3O9YoUhqBJy7kzjGZ4RhHUJ15w6BHaEJY6v5yxgp5VhwqHEIWRwaWRfawKR7lORiJk1vJfXV4vN2ltMcSY4Q2y2PbUxjLJ0T9dOwwQpbe9MtqheHsych2au0NS+GNugoHA0c3voxGizZlwGRpxXHtpQYbOaMQAz2xVdYgg5hp0gn8okucMVykSayVALAnzhKAyWP3Y1BQvXqswwq9isLn3GUzOaG8n/Agxj9N6PTY3Qasohdn+2Hfyxy7zKsbMQsecNa3KCD6AEX5bRE/La8psOfCWLokELE2bPDU4ASmZTy8rU6rhXbJGPmmugIajCIkqT5zb0F1XNt0YKlcd8CuZR45TYmBq1bFHl3GY796+Xd6/v6xD1W35EBlyGicX7HF01ve3x+exCD90CA20ggUj7R1LXYgT/AR4dudbtumf7tLUO0TY3XucADwt530tXic9QSvyF3mmzK13fgfHMY5BOX94j99oMV33Wsof4rSt+Q/9k7CbgIUvWwcxdnYnPLSk79Fyy6gHVnsaDn1TfXd5FAceclWOERF99TIJ/Aw9VM/oWN49xNgZMhHw5lHkNvIVvG1rux26aFjMMqs852jJrftCz1/yaFGbt0T/9GaY1CbgaLdyymqQFRhoJdAzHNJWXuptLlKZT6gIFKNPsPHTo7wvDUsvtsDKidQ39qkGM89W57M6HsfqiNa8zoCLDia436RD88qN2gjQN3nKjwge1CrLubYrP3TEsTUvPjmKeupYJ51na49rX29ks/Y6z6Txnh6loJZVe9L3gS09+MmsbmwKWwVLaU2YVKcOfeaED3vBiaKNa41jLvJCQfo2mFQo99xELjnUKae6R89NPp39NiLHCWCf7JLDyGBkZubT0JmUFxys3JLnSWS937cIbHo1qxnYXTYsBYW2rmRoeJA6pT5w0rvAoVeaAo/zDjrBOzQgE8m+oXbo+5/Xg25dZD5LAAD/9ElEQVR5VxkTNEfeqtc567w1Mkur8D70aWMuRJHeUBjbxwaj64ZNU1huquf4UuOTh8EJLMsD9Tqil0m7pbmeqGRD0K00Avhj8zMENnQMS7FkpXm3b88bQdCGPJWx9gYnbcQ/tiI5qrxS+KfSEkUo7GleyeorChBFDXFzE2TzJAhzZBBvZFzlCDwWIWlTvSplu7ha3yG2epZYiaq0Wnb6+dJUqHmMXYYOiBJFSK6mnwh9goq2FPOwrYjgHRNewrVPOqfucYwy2e1DnGeszOAnbcpwwEuo0C2LY5DScFk+pL5m84ucu5Vp6rN2OSmPg9ZrYKkbBe1kJYzNvdaFtI0080xZjeQJEkMcIUEXEWMnXKW1BfdpGeZ96t8u4qQbJbVrWlqBNhYKbONt15eX7bJVt9RqFLMCEnqoVB5SmAZcEVKCfnh4VDzhTSg4GYa3xidlJHsEORkZnOTji7txTYBtq2PowfjkV56FLu6C6842Yx2c68zS+o0jSNU7qcU4FgHe05oNj31w5/j4cHlxerQcmxCX54zedhR8P85Gur3QSDS8pcw815DT6taTkFeNmJ2tI56lnoRYm2SbuBVXjv7Jshe+7QWnneCu5b8b+ikzZEh9x5DNeGZkCw0T8IWhpdPePiMf2iZZJ68FLt4HdA1De3nCV06zvS1RSjy01h4+9g84EwhcnpfHlFuP0eWlzX9uynMOVEuVnmnJbqeV/3ibk5mhKi3lrk4JbdByeqgiO4uhnASm3cs/hT1Gh0ixLV7NHDZklFQfHk0wOQHx6Ce8+wGvGD711705QU5ax5GNDx8ikzfW/F/23rAOh9yvBx4kcDs87ioDp8Chsp7WKtzovRUkXVoY2Tax0cZA7TlMoH6VFmcwaEBCP6HAkdAdHxPz8a0GigKkg8M8N+FY0Jl6apZt9FdXOrmtIU/ejwly64iiU+qIR208hI+cPxzx6t53MXKaHBUyBDZGkvlcSVAYS7Qc9NbpANdZI9/gd6PPOVdbplyHHCMnSRN5YzsEjLVjOSdwzTv6zrYmLasI39nUiMMJnFQ3tQh6Gk74w2k7Bxf15zida93Z8JWeK351gC1fvcl89Cd0mefFtvcwFwR/iF0VtK2yjjLFMbAdcHfvOvmSJvUQJLA/E+ipT+qCJCVNYOW2tIgTjbDH/uZFbjU+6yDhludsZB1u8te2MiY5NNaKb9Lr2Vh7Iws415ndj4ZTXwxuL0twtWRO67c7csbHCB6qu4GpYau3pY2/AJtej+Cgbqmjeq5nim75o/vDT7Q3Z4atpQPyj6yij+As+Kc+gj1LHtnQg6ODNmyAUwv+jqyoswo1KEvDUdWexO7t15fkR7S6cwvQ34P8Kz9SB8FzPwn8yX41VtsEvw15ttkOeCRfSDoBBHaiZfI3UZ5v/Xf//M9/KJPyu0KY/0K6CGESKhSCeS4zlt7lxriG35YfcZDwVMlueYj4m+YhOJAdZW7ZCljuQ6wPupSi/B/6haNUpoKpnCh0yjb2ZnyFYHB0ehPMYCZYn5mVw1XOUalkHapVMOl5oSJu7mr0g18ZFbiNniMguo06p6AQMHrwlq5KlrJTUJ9jRAWs72XZWuwGqP5gEeCOC8mX14ShwweBfxUHwWEIfKBkroOuX1+DawsgqHMCKaGgd9StuMeQxqm8++XV8ubNL92zgbNT0+KUJGjbHpxczfxWf47p6PgksBJhB+fuIhi8CKXuN/MXlHtnO2jdu8mrXC0HSuWcegkAQvfUtc/Cr7ZMUi/5txN0PY4n3lOfvN+JUmCP8Vgf3ogvW/YTtR6mrnvGFRPVWnqmviYsKfVD8QmdgwBfwT9QToTqpJv88xN7OXC5Yjti7FPn3Dsqx8FLgKAOaNCWYHCq4gQOJ0B+OqE0clo+51lbU/IlvUeI0brmrJGtdY7zLCpkKfCCGx7oyTg69O0IBETtPNvMBWAc8LMylXI4O4Ee+PD2nJEnrOCRH8axKyCCY8eek667kUWutI5MGNI66IQu2KTAcDD5kz56pSdB7xka1nDATHk5BaycgnFSgcBVZPfm5ir3D5WLdqkHrgmPbSklj6NOCvEd6JaLeglOfUqb3taZJp0gtY4hybXUDTm0GzK4BbHWlb7fBzc9HYZdtGZOnz5bTp69SJC033LVXUnqOL1rsROpd/4VH/rNPlRz/Rfa0+sOg1Sfpt412NGZh9AV74eu5JdUJ1v+VzOy4ByeqI9azlGdR+e8k2da0ikjsKb8/C+vxJs0ylgPZTrWMurwqtvzjAP3WwNGUNb5I4ofgEAWh3kQXoQHkyf51TX87lDF5jeYsJhGWnLgXfCBf3UkULQWBWrgWuVkngbHRh7h3gZfjhX36o3gj+PK7753E/joDi5EyYXePGW1PPk3tCAH48iGP2Vb/tqdnnKVBW7tZ3FVwBwdtgujowktV1q2dKWP+pM7WoEGjgYq0WG9bYg1ch+dqH5x/PAIPQOwNEqa8WUF23dj0+/KM2mgxMWpMxuxEqE9Ct5tcOa4BS0dfkqwe3N9u7x69UvKj21hazxOfqV3Rd4GLtt2dLR0aeDTo60EA8H3033xslmQuqmvT+Mbwgq02NOlWwW/fneTADzvAtMQwEfGNIntzRNzP21ltEKj3Nfu/e/+6wQBQXTtTh4xTgK1YWRqaET5HseBB8JNChfBmRDI0YgIEFPdV7YqWEAAYpUh+YpAzvvA7qcMRTI5jRq1235lCMLnD7KEk6EiTEN9jKC80yWlKIxRkoPgYK6oz2QWdfGBEWkbUES4ymgGnuCWqVp2uu0CFQ3gkT+GR5dufwUmfETLYHVSU9ERpKTMGBS2vF3/eY9c/p9gwZhSgif7xeenFqY0mK4bmLOYaNDvmbjlewzFKUppEuPrn39azt69SQs/zhNtgVW38AIZlNeWV5TA7G1Cf3L6rFflGf+lpLcJ4M4vLqMMyRSa65ZlJBUvom2Xfso27qxFrvWj275jqbly2l3OkjydTJfyAqRp2wsARrDZye+jtHgP97aXo7Qkn9nlLs6yX0RUr5xa6oYD1PxTfvtOAceef/1PV5jVEKtIeac3oBNyojT7Wo+BObUfmjg4eHTW21BDGQDKaAsySUP9/BpZVydKHlTK/w6b5Jk96smCZ+YsjOLhW/IrP/dkHHKCh670SN05ajKgy5pu1Ag44RRSdR5C4Ju8p4UirTHRGubg0OV1gd/hkMCgf5XH3JPVBr25J4PkbwIctct9YBuiA8cqjAZIUAytOoSVH6PPgi20GX24TUA2rcpoYjLPM0sU48iTxzt5pW8vGKAplpx0vN8GW3H8LTg0S8r2pE0X58wNuL1LUBGKk3fxtm8sXN/QOWKYVvve3vLy2++WZ9+8XLbo7ShXuSSNg30SAMyqmwmo8KeTX2v8g5YgKDRBbydUORc7ZHLU6K+Xhai0VZlTATPPg0FXLAcx9+vRJXHJpE4NCvO+vEDD0AQ/OC95S58c47SRZGSntsdvf5EZ7zmtOTxlxwI7aadVz84FVlt6KbfyrHdL76H6oU9ySgte+MF2dG5BCOXeoS6rM13tqHDSx260RB0Cz47NRxY0iPB2HOSqD8EvZwOAgPJMMCqwZX/NUQmiqQ8ZUn91DpzUEc1gUjpIs8FhnZuhEkPHoYXepqENPKZc5TnC7i6Vkwku7XkNTz+nydVZn4BhPUaPwWe3HbV1SSdJJ14Hp5Vv7AQrBmZlKPIjAGQrwvzmW4O4ULG/86+4DQp4udE16QODub24uFh+fvVqM0wLK+fKxyRIffVqpkrLy2ePlz/6/nT55tl+GlbR1w8zf0xPtnoquaEYR/8xAcbNx+Xt+e3y5sxOnuFn4CSUrM3QyG6PvOTO/KeuKMp+ooRaB2TKyQtjxKJ6AtQum9w/EPIQcBVCSJfh4YXq+jcRpSg96LnmlF+XPRHAkLXlwlhUiSJguUl2DANxGN4uf84NxiqCslDWElC5MFJ5XT/rWXEYg4fZhEx9IAZml1QErrycMgfIwHXjBQzO83A47yKIufWz+VN+FUoeQtlHuAenSQMmpaRECMtgE85hrNaOVtddyo/Di6IQriKak1BV+AFJ2ulCCszQcJ25rzv6+vxieff6dbeHRa06gOCNOgySViA6Mn7TIqP4upKSNukGfngUI98uv8BEl6Qq3Sk7XFCZ4+iZZ3bk65f2fMY4L7Xk230fBYr+x9EnWEnUsPckBiF5O66ZMuxdYNOao7T+nx7tL8+fHi7PTg+TLok+3ixbocdO8ukh2I3x2om4mjNwbIwb3JQl7X6eOQOmwwNwCFrFs4QqDQ0/WCcfR5L7oJa6g2s4IgJOURnfyAzjKpCwm5605kYIRMAEy2UMDwMYeWAwGMQ812uD58qrvMoiff5rL1Vau+aqMCAc58XlTTf8IaszqSqt4jjTrq65TSBEtgOQDFtdsrena91E29lMqi35lNlNbNQbf9Oa0NJvazEwP0/SqkySnSQM7mSdCaAHlUO/ES3G08ZTJstqUUt7dHTYb1mMfkytGL52/SeIgffVzXXrcnFl7wB1MP4eu0DXAppOCZYv7Qx4nYA9fzbo8pzBgRcrYKKhTYY+8hyoSvZTHrtgKMyXOPd3ggtaq0vSrPf0uoarxMAutiUl0d+U7eqsvclztKvhb5CSZ/RdZQKzxjxwGG9BH3tjyGbGqtkxxnvKc5R+yg8s9/KPjqN7cNw8a2r5cmmAIN/mANP5QK/hlMYNe1k5Sx7PBROKJEf4MPwInmQOvkk7dBmcpHW2h2sTLLNX4JHSVUjdf/4rTiR45GIdjvSObKNLA97UdwLD0G1DT+k966fF4abc8A5dtbD1OrA3pVtAdWVY8jVI2sACozjAcXNfWvMZgbXSAnz3ytX74JRHDwwnih8OeArm1JOPki9iPTXMtQF+/lzp6dQzvGP7AkvPF7lZj8/BXfCq7ATvZNngWqpt/nIUfsorvZI+sHS5I03pHtw79ywwuhot6YaOeZf30kRJUhXQwtfkq33Kr70Ywf0Ywb0Yyc7L8EL6/IfecKH3yKCBGbOSsvEjmh/V9nl7vqe4SPQle/DY2Aj3OWMXh8EqLlEZGGTDgg2mEETopImhNUHGMru2OqTNO+PMknPcSjWpzKuOr9d4rQYrJ4YFgRJaJBjwomKRW3J1Bq/uQ99NxwS7pB3sHy7HlksdnywnR8YmffnM0osYXcRIXi3xjuWDmYOB0FsxLfmpB1owTspvIBGlZ4Qq5BGKznLNPUEWOcVktfYNKvK8LYA8QK/8B2JpwDCJSDnh7jKIvqVNDoxJPor6JK0/8KrGeQ2fCnB+aB3PF/VCzzAezZ7EKcD1Nsb3+vI6XN6MT6Ir4x4cOsHDH8DwSPldV95W0owfCgx0W4XVSRfDF1xrtBhN/E9+fLKygyEQAHCmWtQ78ejG00986/7QbPXtZW83TiJCyjFr+dvjWi3WyX772xzspDvc31mOIsz7ud/xPNHD0cHecnx4EOfDadp2d2A8CR6JJ5bEAsue8gNrPrccxUj9UmVVLA/6yc7UL2FPYEYm8T4vGB7DWHQGTdqbkOeN3nE5MPGvQU5o1S9hBjCDIfgylCOf7nx4KTP/WjA6TUuIrEZWIOLMPV0z5r23dxCDtZP3Cd5suXuje85a6Gn14iOHepnAri3YwNrTa7Vr7of5MTbN2cDPSWeUjMLTonMfTNICGL6Th7SI8C5p4Vf5jLzNjHndu5vQVl1kTwW1oq0qEBCYfKVV1iVe5CA0MSnQ++40mLNbaicoJS9sQ51zzi59ZKCTz8d/nPRFiYoVLKBdZ7vn7yqtf19V6xLBEKR7DyShoAfd6qhzCh44Q/MjGM9k7bMvQcHoY1u7eSYY8WzqOgddIv8tq4a4qPTANbpUgzrAyx8H3S18uGx+418dQp6TJek/63VoVye15sl1DbwddK7yV9xTWpL0WWhGj13hhT5zrAFMJSDv8XnSu/5nR39P+k+1NZs8kY/aiuRRb7rO4LSusvkvcGd+QeQwZdH3GcIKT3MvlfLIXXHnsDb1Uk89BurJ+XUCJHyjeGy8PCNTbKMJbIKtoeHKIzCchRnY5E5563t52trfnIXnWdKp14c78758kfO6w5vwUD3vNmJeHrWXKDBX+80G9EixU7cNvpvyyt/8Q9MHAUlgVtvKBzxMXrijef70ppanSdWgt9WZZyM79TLRbcPnsR9YsJ6TvH7IERVOmtjS2J6dNIBUpMEpCJx30sCnK3vuDcvnWTIFzZyDDxjkSWNBIEBvkVjeFhMcK1P+gudjkVCNZwjQyjkZmI3AejfrynOPAMEKobwTEfokKsihY7MCnEyfCfvIfqv6UmqM89v7YAlxLU5XrRoV0/VvrSqEQ/oSENO1SvbTWtFiOUwQYLKbyUqfHW+N527XV/u6IcPEaNYwxtB3bLEEj/GLoWFw1O/udgTjA3xTtwpAcOI0dXtWAPLeKgHC3gklrSsFGQFBM605zGi3Ud70gDv6VckZ9XmGQnDu7FcCQjGS7zZCemPWNCOLsdKlfpT03bt3NTaEV9SKrhgJJ86sqxcIywY3yy21SNsCShoGSuDkMLacSldhtEi0bszzkLfftk+ZWtUHWv2d8/E4gdfO8s2Lk+XpSfgQIW7LP+Upezc3xieFXnuh30Ec/F4cPwdvOdvxkc2YJrjQ8veNg6PAOT0+XPaD107yWgtv6MAkPc77UI9AyraUcBdOyUMZSuucPHZ+imD77jB591Om9Ht7G4OBLlxReGk5IlkTUJj1TlYdXHdI2qBWIIBJhkOcvtV9eHi47OyNgqFZVzGgfWSlrAwPtCQtd0XLdvORwwQ4DOnsm38ZPYmhNU6eTHbrs/f/dYIDy6AEvGCFipUHUX15EyVnDBkdPUQCXnxsF+oUnr/UcSNj+MbC2TPD538RqnubVwa00AQhDK6yONjoZ073jDbacAACSPeje6HB0VE3LDKZcTWUyvMebFiY2Mf46fJ3Ghkgd1qGnS8gTXSSM2qA3z3qZ/8BesMuWNpIL3CFR2dgIYuL9EhdVVt5pVaeNWBIndfJqWhBP8j91Ds8CS7Kue0kYbQN2IJOOZ/YJ/QbuioF3uhex6QkujsFtzz4sB3SOL1b6eJQbnnSPKOzZMb7djN7F1uI9oPvODy2ypJpSxytToKftPI1EAycOuLiI0fwyPs5Bu/27rTY4EkWlNV8QyvPG1wER6cact79CmPzExs2ec4pe5wyXrIxZJCcQMEwksmveofYohQVrOZcaSjd53oX9+CWeyfbh14OetxvuAS+Q9r1fqWzZ/jcWfjsavLk/7zb+Arv4Zz6dv7IB9K9nQAwdUfPBJUNLFMRdMZ3tAFrpWV7Gkor1CmhN7DzPnzrUvWk7ZBgyiM/qXzTwHddgdBhKdqVPN1xN3D2o1t2Ck0V8nzO2rHgWpoQoZxdeoxmLZs8otEEn9KBBTs9WPXd+bMfR7emT1KT4YPOphBMyXVTHeiCATfwwyTmVIXzQiGIoWKiuZxdIZDfQbEZJw9hScWcqRwDZ9YxmhGcPE2qYUiXNnyqBW16rQjCoqyJhoIG4ua9zxT3C3OBoWVhTfOjOBwrCD6F2ZYX+hY2k1JjoamKmivTGXeRVg2Z2csovRHA1CMIhbgcS97tRhDy1+epnYlqcb+lkC5XZB1BibIjWIxhFTGwpB+lZCgjyHHStq+diFN1JpiYr6QJQIZpWlaMcRmZfO2+DE3kv0ogJT+D0R6IKBbaRfNiMK+6lzzlpQAU0zj/CC7HZrKfVsPg37+UQXhEqDvbWu8JjhI0yTdkx5vJw3klQ8eXOBpj/gIURsoX50x4O4lTO8xVt3u7pkI2pFh7Ajjukjg3uuB1Qe/avCaBx1GE/vj0qF38jNuj0Lp8iLMGB227xj00CwsrmJ0VLwDhzHOiacVkc1AarQt4ct4CBptWdVlY0um5eBL8Q6Ev/CAjAY6GegAwC0hyas6CHf32dkOfpNG1eZ8oW+CFfrbg1c3MBUBQdzbzRtKRvcasM+0ZK0Y9/A0/79Lq5ezwFl/SVKuBAUvrtBM0BQhxnF1JEIepVfbAQEfBXWusw3u4rkHtelWPOp8wlQyQNTLBAVX3ksv7/AwOjH9wDK56284vzztGeW/CU+DNHJrABi/KKVie8XtO3ZfQjpbj46P2IOh5o/N6Ouz4Bm86jfYxKBHDIhS8Z2gK9qilPhy0HkMuiAyb0yBgMj+iPRnBpXYk/DGsAmd6BSR+OILhCGAr5tmcpT0+V/7xwTN6hluycCKbVnOe3UcW8UZvkMAHc+kkG1g9hXd+k5HchjbBrTRmA5KG497YgTo8efPcPVn42mbW8IKTY2wj2RmH015JgoR4OcrvnK61tzkdhcdJhYYrLabqcPKeTXA/+LhWJt1XDjbwkgdf++3/9jbAacV1+DP5v5TvjEFMipEptgp92Ak9CHSyjj/1wHd8tgy6u0umXNKo3mwzRzgbDwmkzIcJbcAMCtLABJ8qiymX3JAxcHvGpfBKGjt4YWv0qUdwiAO8uRqdcqBL8c2pd7T3ggeyR84qC6kaHNF2Q19kXfN1+BtuSa8xEUoOf6SJbanRUk5oaFUNHxaouXLcqUP4WhCBRa5kNK0BDyfgyCMyqlDvcs9/2SOhK7Fil9rwDny0dOzHjwnYledT8Ybt0T7kTB0Cs263wEpbnCNiCFI7EThsOTu59b/9X/3JD1pPEulGLeIyp1btHtU6ozyftBBSgbwjPJa5IeD+8UEVWEFlZnKGHCFw7pOfgCLEJ1Ful2z4oEEcYirn2wFmL97E2TWKDb2UVcVLUbtbuvwZdnCjkKmFa/dJZ5zDzEby+WueFDdGn/AwIBFoddoIeg1D3ptYZKMMYyP9KMsmXZVU+hA0qWsEuyFQ6sww6L5k8O2BbrKFyNK8go7FbP4odggXRtheKbdlEnCP+yU13VddDhimWkOPSaFWjKuJZSYfCnLi3HdjaO+ul7M3r5bLs9dpztyEDiI/ihv+JN22Xo29nfAihpwhLR8TJqU+8H0S4dk9iCDF6dbRXE/XMAXup4+Tj3Ft69w6XV1QIR2HHbDLQVrkWvr7EUaOmjEhpYImysjpM+9UnOM5saQsAZZlfQcBcJoWv+2KD4KDJWtWOOwcPFlOjg8/w7LjnQ049FCEmwlGPhSX06eH4WPIwwkFzxQShSi5Ch+fDVUc7Rsu2il+jz+lfndXgWIYKSYh5N2KPOODjAx/A4eUp/eC8e0+BrsUXbARxQ596Jl35MFzgezN5afQBIaBHvqSrxqDtLwjgqHHpxq4AxP+IhOdkEPZQsvDw5Olu/rlvXpMzxQjm/ukM4zQNjW9irGzrl0LOUA6+RYv8VsXYHc/S1r4UzY4Ro8DaxwJo5xfQU+9x3h75689VbnX+/PJt5GTwlIpRjW3MTq67Dn+KRvPzs7O4uyvKktmGM8s+wQ49CAtj9xG9kKj0pgchxf7B8tDKncTnloiqFftNnp0eR35pQd59jH2wuzlVHY5OD1Znn//cjl5erw86NFYdqI30Wn8S30qZWEKOpBfDRQHWtEt+qC1T6RsJrS3o5dwN88f1U7pKrYCYX//KDqm1wLtkhjvNle8CilaZh1a8KfLqLTatgYHKftzy0ye8GUCDkdwJG9JC5d5T+7mxAtOpXUAjzX7yHZNfZ48NoTHDo6Taq8gqMUl93iXe+ktx5xgNEdo1Qmifce4kwHOwDr7kZ86n9IxuOXWzpXMiAOuDbaTVtBqfgv59tWs9qrFXm3Z2C3ErpNGn6DJgTWIi9wEcp1RXiXttIZ5PkHSrHgYHAx92f9Br4z5LWALrmYjG8VWugN3ehvqQlAq8OZ9ZCb4qyd4D2x36xmfoOGVwztHG0vB1zF4D33mN2bnHr/Kt9geNJBeQTkEp56Tg3KL70hdikfeowPHjyegkIIP0eR1UqYeFgH09mMOe69+6A+//3G58rlsaKQeW5b6igj0VCRPRLG295tvt5aYwNgT9Ujdk7jbd/PywddeLY/TSLW3TizPcnX9Mf5lK7ql9y1AUr3xO/kXOhuSgN+jT+FlzpIldu3gSL0qGxO52O2IcY7uDH1adP6PdjBTDFHwqWNoRF2j2XLChIngkasTQnJ1KEDXyRjEJ3kcwua6tmS9RwjCqpWuS4jjb+4NHo0uSV1+wK+GbVNBM1Qb2SWxtBjQbnBlx8FjqpbJMNNM5XGE1MezEinC2672wGVo+56mMPMU7i4wN9ExuCJPzxgWkdqnLt8Yx8IgCJzgDD7naIZ9EE/+0Diwy2z1Z8XhCcdUT8BBBXTP0kFdxtdXF4GTsCmkS1U33fCEcEOA/DNcsu7HDWrplhQCDS1kjo9icyAUDnWl9JliMPfD1FneaVzQuPbjOK7dtMYFBNbeJ5gITl32FgelHAFhzx2whtvkQmv6YE8wkMi7rUnGJQFVjOdWx7lilFKXfhkxzw7teBf+GQM7Od7tMMHzpyfLdy9eLM/jHMAMyJTPNeRMQV0ij6f5LWiykcfu7qNlPwEG3He2EwRsfehERrjo+dGL4STTpF08awu/7tQYBQmq7Z3YTfCQKg++KYNcdJ1x6iPolXc3CAiWpAkm7W68v/uU1rxWa4KFaO7Bvg2BYuzC14vz8y4PNYN+x2Q7Cho47RlLXRgynjhSkbokmDNRMOnmY08JCCJDHS6KQ9O9rs4NRAIDn8cpRb9ap/yXk27Ra+/qQDi0rngIQuF105OWwGbkanoZZD1wuXLu8CLx7O71rVUlF4svCmpBe1N9S946hxrzGKTwW2/WbYKEbhkcvelniPO7Xa2kJXjdo1nuHwkaDg8bQH0KrxlPQTd8DYu01V7VT2Gbwxap7Z5OOgRsizk61h4xeKecCVSuG+yaz4BcIV0AjZ2oTWitQz9lVW/1DgT2xrgMden00Miv0rh11yAQEI29mOvKB8Gj65zNER4UDoHIwaEgbHsAUqbJasqbd+FM9JAgtt4tO9iihd9lrfxJx3YUyzlqT/NsdXqOVSzYIGlD5eTXah04WpMpYmwWOx19nEnXyRLArQ9nX6eY3EnXM/wRfBkWbtc0nGlI8nHa3dUyHk3Z9Svom3RXF5fL5WWC9ZRtGLf8Q5/80Yf2kEYfumtlzjrmIAOmhhn740QLdazdo7Q56Bx76Oogwxpu4KO9PM72KChxU7YDHPD6HuzA5AbQllw64DK0xZ88z3+CH++LR55DZaRrZE3Q2m297RarIaA6OYZOyQf1pNODEDJH71MPeESePhr3j65EQlp/SfUUm1vUADt+SB01as/eX8UGpVZJhI7inP4HBwUqtxUKrNQb/wUcnROwtmx0geeiZp8JLLvuCYA9x1FC1i6SHBV+zwOYcxcwNIr2F2Vau067aiB/TVoBytMQ/zMDglGjwjCZsPkcK6GChwPhjbmI9uBFKVVeRNfhAWmD0qCfkoJvAw3vwhXvMKhd4BwQ75c0DKroXb26m1jKafmETN0xfHP63e5rrboYu3XzFZOepuShF2FY8SRMbfWm7E4KiXLJ48twkjcKDuzuDJc6dUJPXuiSu7u1hvuy/IG/rjoEJOC6gwgFx7JG8Wa/wkLkKE27d1N/Qgb7Os7cC4QYhG72E0ep+x03GQdpBGL7cUC74UfA1gHuRlqOIsCHqbvWvt9a37rXd/eSH+1rWFNO6K3Va7MZ4/QgC5YO9o76EZ393YN+6/7w+CAwUg9kS93hq8Wp7NOD/UTCR8uBLrEw00RBEwvrfJPcMEDnVeR+1rbHMQev46Oj4De9HwfH+5sx7S/DIeS7hjgICwq0+tCr3Wt6FOAcHAR0AkIHh35yclhZVT+tU0Ye/8ozN/mn+xNtzdhXKX+6/G0cdHlxnnd3DZD5GM4XPLummbhjGSvnio9gq4/JbAJBw0VXV1HwpKNB5J2B7USqVTaTvkj0Ap8xTMoYHfuizwJbhmk1nAIQMqbrtkEyr0uLAlcrnyE3mfHt2dvlLAENnLobYtJw7s7OiYge0Ue/r2OUuvY8RkzvgVaRCYDcGTkxJEJGjw6OwrOTBh/QfJzWp+VbqjL4jlw51Ec9mz+8me5sjkivVhx97ulWl7rlmSsbwdBPsJPneJp78q68cU5xCDVi87tlrLTzbnPlwKRVRzZiupdJI3wGD+VB2/OBs9J96rM+U5eplopCaSYxym+svXCaS73zX9KXtznh8zXMFW5ugtvIwhdnlXcBUEc7RN3kCajwSzbuUHnjB+bZoBUZ6u856Qnbth5owA8IfmwnX9oFTStABF61Y4EpYAsqzQuXFT+0VO7AHH1QOFrrFeuqns0hzVpP+fB5aD31ce9Zl7uGjqXH5vg67+CoPmxV5C349yaHNKWZ9HDN7zzsa7FzaQSnPCO7AoFADLw8S3GGF1a/WJApZ1rZcwSD6nf5rti+QqWcn1JOfKRGnnlQ7Kv9Y7pMPXAipcmgNL6PLE8dOP+L84sE6FfL+ZXeXu/CU6hHv80rk67SveHrWv+IcRo44em/+C++/8GypDwNAUZgwrUi3ErG+5gcxi7wlZSXImn1XF0bT+QEDru21xjSo0e+Wjyt3/xrnkZNkM8DbuqDciqkaeXkehusO3GKY4/iQnBmqU80h4mYs0Z3DgzrlTCNePfZynAMA6dnU4bcQWMVPvWrcAdnbrcN//xmfzC/3W353Yg3V0JdQDWcTswLkQUaqd8I2TgkqEnazzcm2KEEj9LUxAgfU9FTIbI+tO1qFEuUpxu1Y9VpNXvy6cPdcv3uzXLx9tXy4fYywpHn6hf8Sw+0aHmGNBJwhA+XlyZphk753Q8lJQ3FEnCIKhlCW7beXF+VN+uXB7fjtDjg7g6Xq139dKfr1cCHk/3D7l7Y7rXg5zO31v8y1noP9iOwZvKjXaoT/JblKC16rfrutZ1yObp+QCj5TLoTTLXnJzjiOQe0nxDYMAJHbBKoWf96LW7iAMHo7oXJjwW63I3921HPcIBtcw/1iIQf6syZmKQo0NHj0a/3JWN9d/DsTN04UnUQPNSxq0/eCXoZdcM86nuYVrmAgzPrGN6GwW3F5dDjImhI1tzP8IaoHswxbPQmCp50NsRhUQTB5OI+QQA53IhUjjiDD/fL+fuz5fzyYrm2+971TVu00uAbOasz9bdalJRDdf1qKzoy7izo4EvuGSDvQ4UGn4YlBKmctrQfg6/61fEFrjk4WmIaBxy6JYACZUEn2e7a/9ApWlQDfJ3zcXgqQLiKfeAYGiwEN0sjr2+j+/7uo6/B5yBB3otvXi7ffPvtsn98HLn1waPgFfzAUz/yTqHqyOGeCnBoaMTBMIbFIc/oqqCujYekZgRrABlp83PCE0a5kyf7bmjkqD3xbnPfZYeBjd6BOHSLMYN37goXvC+/Q//gIICzwgOt61TBzSE9XNVnGgZjX/FFmtKf/UtdpOm6+81zeVeH05Y6BQhCg7PbwE669viArcC8q21s3ZVJYiIp9KO4VmTyOzaENJGZlH3ThkecaGiZWo3cwDEHu+PEG2UbSpW/qwFShnfqYF4L2tCnNkxCRDYKTdDUqXGiTnCB9wS/eiSm/q0zuHlWvPNMmfIKlgTU7Buni+9g+Z1s9U/ydEJ5fNvQTn3yFxjg66HUw9fmcHV3aLnKTPeQQeukF471o3o5POMvlEuW6HWwqlJ6p6Emv/LVpXmSbnD4sPz8888dYvMmj1LvlM3uhw6pSRpay/L86PHy62+jGyc+hjc6hMtgVy808z8+id+MHtw8JED/tLw/90l4ehEfAx3VCo35Z716+M/Hda5bXupd3t7+lMZW6tEvgQUmpKMdqdhkrHCH4HEbqYz3+RMO1ZlAOMgHWCubdNa1E2x5waMQ5UgKTonBKGmrfMg9DDHeWQO6IVIFbiMM64Q+z8BX+S8KMcJQAVkZlmeroDjWfK5legxeHW0MdLtkoIRAjHFY0u47TEzNYg3j3JL/XmuMUw8uxu5S/W48hKophyB9HZg4FP8QWjiVX0VKPTgE9GlrHtU2RkMXJEUgSmjEyHXMloGLMhHeZB8HmxZqezA2CpsM04qPEK37YA//AmtDoyrMTYx3jKZWvm6mmcwX3Iqfr/oJ9Eyu08vBiekCz5mC9wNbl3/3CwgB4OHreb6Db4xcsKCL//iQQx05SVUDHzLJg49RNJsB9at3aeWjUVcQdBjDag0wntT5f/PN83bhw1PPw8nxwfI0rXA9CsVflBy5ae/UR/MuUkaUmOM1tKArfsb8Uz5iNo/hBl36OfeeFPcGPe3JiGriVeoGh2O9Dwe68g13TNB7d38TeMtyckQpw6nwBy7InOJraB99itzGKAp2rrVAo6BjmGwIZN2urk28uI4sJ1NotHZBN7LPlVjg16XhA12sifI5TPJhnB5M65AvExS8S/Tfdfv5TRI+EpLQjImidmCGy5FRQVDoUadPr1MwOSeL4NLn5LV65Pj0ZDnJace+6l5kqRIS0Menp8vzl9/0E8f7hwepq3kADORSh38ZvO+Dny+MmuNj/FILxtW2wYYFbB1rHF+PByMKgs2m6IhhDyc9ECDR2ZI3MBhT9/Rc8NJWOyHKP3WlI+7VUVCNCuyCN+YElC45wRoahT5gypNyVrvyuazcyz1d6xXm/GJf4mRy5bSgUJ6kfp1cuwlsI23lZeGrw6bsCRbwZXCdpZaR4TwupvDN8/aAou3md7fTDf/WeRDtAQ3Puitp7gsjf7UhfjP2lavpNWLTtMS8pyutV56tpwNmaEEu2gruYzLJhpEu+I1z73yBHJ77/LS6VreiO2t99diCwSaVQdEVjarSmMMlq+pT3CbQQUMBLeelgegDcOwrmOqnvmSn+KcsdmS+lJmyNVqi22hVmIFfWx546q0sjS7PyHp7h1NuaZfX7XqHcK9ABE6ujuEfkLEh7EeHRGeCIXkpjYKV5HhLHpovz/gy9q1D1slPn+CvTNfyN8/aUA5tTE+BvonOhloNmZpPU/qQM/4oMufrkfTbttl3OW9uH6JjoZ9Sg2x7/AM+4PobXdWhZebQWIdEimiPw9Z//Vff/eArc52Ax1gEmbyrwrWSjEkgbEdaw65kJlphsCgkCFoeZXmPyQc+GsS5KK4OeVPs6lzztPB0C7p/nOiQP7XLnQk7XWKRUxezCTizr3p+h2meg+lcHex0uQdP5SAigcl1PR1fnkmSuuU3/MDohJ7kb9dusCUg5jrI47mxTUI0n/1MOclPeZOgCscRGw4x01swgNAMrfwg6mqvEBfHZbm4uOqYqkhMOb4w1rkUDEhoIZMv2fna3v1VWoHv38RhXMfp6rrncEcp2lqrtI5RN0FLd1BYUjqqLPqtO6NhdlhTAeuHM5I+EtQ6wrRBgGAmiqaLPMXElBn3ftT1/CeJSLsjYgIJLR5OM8UmSBCwMcyPGkAwEoIHs1lPTo6Wp8cnVRgCp4vuIC1qytjWd8eQBWFxHjezYuDExjV6R5KmX+ILG27vrlsHBWqVNn8qwljuGKYIsoIG+cw61ptiRnkIFFzITuQy6RiUmc8QKYZ/iIJPDGFn/kcxBCbFt3QK78NjrdjcjCIH3hyhP2ITqhxJVtnfTr0fBbZhLbDXVozyDB2tvQ7g4o9gr0Fv8EIzRt34uU/uChi0ADxbZxuz1vhNh/RMkWeyb/IRY9QAoNSieZhO1tUvv1KOspgodWO8pcHPQEr9zN/whb4YlZubXitrKYHutns7QQWjyKlbjqSI9iTo/o0iM97dWEswkHpo/dP1GjL2A62jM7uR9+PjWeJrF81fXr3pZ1bfnb1f3r8/TzlD16nC6Hvrqzx/lEk1U/YMAYyRpJvdtCV1C8lqIy4u3gfH4B9bor74OD0A+ARI+BMYeFWbkDyclO7ZtvboZvLBI2QsTOXTcwpPBEYM0Np7v1OD8A2a7VFwzbPm9c7vnPjlrjqV9Gzc0FkZ80zQMzYO4CTP4V2de461IbQGG+iyIU3TydTHm/SekyE2iFyaRzFzJmJTQzc6xkbxExwXmHRILyA46DD309vq4DTJNDryFdOwUxbHP87RtuTq3gbR6gzpEJi1IaFn0BXgNPBQbspRdmkf4rcMdc87dBr+eUf+2eqBV/+RNC3DszxsD3eegVUC0SnvYmvRZuz3Jl2OTkaHUw51gV/pm/ctK2WuwxUeN/ALfu3Vw0E8FRBIlyfrstvf/e73y6vX7/tMQ0AZXObjpEOVo71l+f6b3eXX35hwH67H5ipL3fFMfftFzVjoNkjvt5aLmw/L23cflvPNToGGAoiWOXEzkTH6AZ88FkAMbzX+luXbbw6XrX/2F9/+MOOlxmYjSEmgi3etMDqhm1Y/YUzNc45hMe5njfmODVJs4KOiD7qCQlRGDjMDQDTSeD/5OukmiPmuvpmNbTFEGHxAhfEn9FstUxAwTkbLva33HEOQ6QWgNBDusqPPDFHOF6Vw78SgOvAcFZo4b8wydsxxdMnMxrBL1hZS7qfFtHH+iJv7cjDP52B0lE2Qpo5NkjIaOIDlQYzJtObgmHoF9xlTDE0pf2hhq+CaqtD47vJsucn5KPTEsIneRIKULYIVGHV4MXAXl5eLrZwZOMKtAhyfJX7T+kfPCFtA2K6Xk0QbjqhKGzw7xp6sVl50H4DImTHy48iG7v72zARAkqdMKxM4YN3oFBiPnixX1xdxdGnl5/7FixfL6fFx83A6lAMP1VerM0XVCAmikNUSRJvScPLs60Fa3ZTTaopkQpWO9+EdvphLoEUfO9HVBz5QZDkiN+jb+HjU5ZHG1YJrnbwIOzSiFIwqGYOTbW8nsKGomxZi8DQGfBsF01vUb3jnhSEMR8edzcLN4X/0nJnChpQYwTEiDKYesNlM5T71PCou+dG85I8sk31yZFdIrS2BSXciTJ7Kcf5G5B5FXyYvHWQU+yJy55YhdbTFE95U/lPe2nXN8KJhktfIMorVlzBOoCC7sho05D06kWmzi5WrG/b9xXl7yGpQQ/G7lG/MH1b0mgzaNEhwOujgSlCrjs2ETftOaFVdBNbPP71afvr51fKHn39efvrpl8rEu7N3pT/+dFkippTGY/Tbo5biO2k3MFv3JBEEsDccGEd/ldZq9/coInlOyOucON1x/OrhdA/P6iSaIKu/XMcWoMXQkux0HFeh4IZe5LXfdf9o6AYk74Byj00ARh8JrZKCU+vlyPNmyVUyDoTOeO9vdZhdXhw86qD9ed80zfqFz2Cwq+yBZ2CTF2CSGL3IDlrP3hShacrsFs90LswEQ9quDiAPKXMaZXQIngXaejXoybMky33qUjwm/yZZf/geiqvhhqH9NFY0AtqwoheQzGEr7iTuPXKpQxtl+dm9HfKKjNhZVdlgsYmjx8Fhkw8CYzcGmjc0Kho6OOZcJ7NPnVKP0FCdi/NOGiZ5Cl/0AgvcBjV4jq6RtcrG5reDj5kebA5X78jj5fe/+10cdgLdFKfE6SEYDdmNjTk+iGN+Rj9SZvAae4THaDryLwh49HGnsmZnwKuLT8v7yw/L1V30NIAjOQUOf6RsEJBn0LIqBN1MBOcunp3GPv4v//zFD7ppTaZquzAFITIoK9EdHDLCYRTDjoQz8zdGL0R6Ehi6dbUwGcOqfSqfB4GTX3lm3T0F7eoADiTKfR+ktGRCvhHgVhgmKSEVdni2Hiqm64eS1PmmmDECDMMoDYWuoiStK0aIdtsFl9/yVpjCgH5fIOAnWp1omICCa8lUEsWg3bRrtnBbrZDZTZk+OGqJEAAOA14mIXXCYOrSVhOHnfsOJaR2DJDZ9gzCEw4teHC83N2T4PNwfblcnb8N+RJUpTwtdZMsGwDAbSeBW3impXX2/rKB0K6NkrRW9cjEqeyk9VPDm7PL1lIygdDbA9cQqwEXPEx+sxe/VQGd2b9jzDat67zD9wZoBJlghqeCAt33lI5R4Pgvrs/bw8FBP3vxvJv4oI7ARZ2fnz6tozcWZwtZPRLheGGbBHMcDfBJUcZUtz2ekDHOyHF7fV1l0wuwZx5LhwPiWA8OltOT4wYigi/Kp5Vg/feBmecJDmBtlYCI3MRQXWlYp7t+gpTQuIo68kZ2SHFbmj6wFKdHlvf3jFsHRvAwj6W9RwlGyKrhE4Zg7c3qs8cJ9JJeDwzF17Oix60T2+qMUIbxmV4Hq0FMvCOjxjYbsETWBMudmZ9nes602ASXZBiuuowZxNYl9JsPDjHQ47j8roznag8EMPVAoXVlqhSiX7rUpycDfLopALi6TnCS4NHXAQ1tdD5BcvjL65Ztfg96wElQoEdBLwDcrUz5FJrrSzk92V+eJ0DcCZ1rdMl73r+/TMv96m65vDpffvzxl+Xi/H3h0i11nI1YtG7iQOxvEPkuj1KXmvSUy0nBPVSrDnY4jFOLnSGnNbrRMwGZ3xxteT2MDw85u+GjP7xpAOBMud453ZeuG5o6aFiXTqdsE7rAF+gLCAO9OlP7VDsQxxV6qP7AGqconUMZDfLDa0EYvB1Ny/bkcF3xKBEDl82Gs7M9u+x23s+k4aSJzNe8JZ/C8bc2SxDgd9KRsQlCvsgXOXTA38nG5dKDXLPXgqe2gCMfbbw1eEOryFXgtJctOMB5HSqgKwI9MMmkd3gs/+ggXmlCpk555rdy9TY0D3nP75XWK73hJ//UIfnyrPe59jd4ZCE2tUMugORA0zWQWuWCP1MOfc3T6jPaqhjZKs2xp/goT9XiA8LPwcOqqWkA/fj737fHSxq/bS6GNsLv3bT8T48eLb9KAPD8mSFRNiNSGLzJBznQAxyMUl9fRBS4LtGZBAFXsQkfUu/g0kGTwDfs0U8JB4dOPPdYj5w6BZ7lh998G3v0X/7Z0x9MwjIjGzImv4wLVieVcDeZH2uRBtlADbHSGgpg/u1TnKVvgfsUrJas91qzCJ4kZDOVYQhzVfuUYxJSVxPk5W2clBnViD3im0qHJxXuKb6M+8zQvKSgDv8zZCuj86tPmzcHJjBEw+J56z+fcu3seAJehk1gYIZmcc5fJ2zkuErrTCXaZZpnXW/NmYdBhA+8CmQyNogonqOEojYtU92lSZQWe8riPEIGCtCZ/GjPAQVv3UJPHiVNWjDn714Fn/u2dA+0YENfdWGk25qOobm4ulnevT8vfBE7wGhj6KBDPHDJ77baYxrb8qaVUlG4CMrhwdFydHzU7niT+UyC061vfNySP5shNVIP/gwGoeJgOXt1NrZ/dHqYVvNNWxMm4Z0eHXeDGUpJMQSRL56/WHbi5CmZ7XT7oaPA0Vq2LfSzZ6dTTg34ODC0RWP8Ne/EB5DwVCBo/3/ySnaP9qP8lQPPyMtE8Z3MmDr6Rrk6U2AM9ldDs61HYZTdR33IhWLVUxoRuOEK0qSubZlGbmZYSxBCosbx2X4XziY75kHrIBgRGHFyuvifPTtJHcPLOI4agQYQYBv6uF0uL8/ruOyqxxirDwNg/34043AotBZ5EU35DCrD+xD6dHOfyJfJhPOFQFtw24GOoacLZs3PBi7o09Z/7tvSjwPwjFwIMgwxceY+Dfz27bs6iiuBiABKvqTrnBbGO/nwhfybANw5EPAJXMMDqX73n3h2up+WzulywiEEfzSwGuVenTjrHAK/y9u0Sq8uI9tny7t3b5fzs/MOFagL1PVi9Sjd0nqNXDDg5WHrFJqiSQq2hE0PQT/aFNmMVcj7yGkaLeNENR4iC+ETWetcDTqK//kL2uER+4LH4as6Bq6uVvIBBj6A4UiSBq51JvmNvmwC2K54gE6GKUK2HuS7Rx6AxwG5hwf5+uKIyKSyJo+068nervfwnaHNPAsfHNKrUXWLXQ8MPYnkpzYrf/iJnr6A51hxdjroswOvZ/hCUDFyTjeUIEBW1tq7RZ40tkrb/O7E6GRkH13hW9mJfE3dJmBzeEeuld8ALnAdfmvcIYT0Y0uFmHSX3KXhIyCkY7HZfIR09N8VnA4nxH7gOzgCncpBcGrAJk1ODV8yshM4hSl9ym/dciUnpWdwZbsIJZ2AQ5xF6hJbmUZbpGr53e9+t7x5876piEsDnpSttr6bEvO7fPd8f3l6KoASyKNfeEGgOzwenB7tplzfq4mO3CQAuLhd3iUIuLnbSgAQmQmuXR2gVZl8M9k3V8TJb5P2TQpU1vffPp2eANujmkWJiG0VIEbQfFxIhNcmFoyO+gX9YK91d5HW3FUM1Sfr5Z/sdnz2iaZl3hmDTt2ShWHITZig23DmGkRxU4HSrYIXMmJM8s/HayIgOUvgpOeoOeBQv0zROqNejcgwK5UFdwQkcAmUQoI7A2RSWx26MpICcyvjTZeb5A2U1j3/gnOIVsIJelJsI1PGI/dKDhwzjAkXRUOXPgsUZYq+zbhnzEy89MEYPR/3D49qmEX3bSlsBPSTOuS0Jr+hwP318v7tqzifi7bKD+2xH9pQJr0S6rK3d1yj+fb8MsbxsgZnPquZg2EKUuydHaF2Izha+2jaFmHqnUShXxQnzzj8/dzbpKfj6qGrZXIHh3mfelWJzbINTTiZzmHomPpE44YGTk6PS6/rOCtG8PnTZxGySFlogy97B/vLUX5TfI7h+jKO6e5DJ8E0ALF0cF8vQeAGH8rZwDC4CHC0/Cn9zbXldGnFkbWktZbfTnZHJ5HhBAMMe4dWwMDD0NqGSVtxtqo9rQ5d/VqJgRPc2hMTHnOShlU4O+tvE/NW5gwX3I04pTWzXafVIa6kzyMhfeDgfySHbCYPxVYO+eEoqA1pPwh9i0Pw9AEj25iSBV2igigrPOB2fXNZ/BjYzrLPM3Jjxv6l7YY3jp0hw/vWNbJ+m5b0zVfOX+8COM7qRE5yGjtQ3OF6n2DGah/OUq+VcXrfOxAI2B/ACgayJmd7JPK+PQzkLCA5/O6cGXgCALCne1QAlN9J693J/uPlm9PnCRB9XXJWhtC5R+xHHPQFp38VgJFb36bo3IfAtjzxp59/Wf7whz8sf/jpD8v5+flyfn22XJ1fLW/evV9+fvV6efP6TfAdg4sT5pq8v7xYrizNVIfoHofIcAoczcHQ07favG5aJUjgTCI7Wprtncu1PSsMeiqxtWXi6Yy1sjXGWLu7YtLht2CjjibUpW+dNBhCu//wiVMYmhl+NRwygevYMQ5W0Lo6QAfY7IlJlg5wODSfAW+jhf4lfctXTmwDvdTTZF4GnWR78YQD0OiqEwyeZNhni+ur8odms+Ij8nKji92ywOn+d7onL/ipWua3OMDbR4PwtOP98RVtsQafGfJjY0MX9EgZVvm0t4ndS36NKnIey52GGTpEP/K8LenIfBsDVbSRV/ZbQCQw6twAv0NX/qKwNEDjVkOG2ko4mZ8lSEKI9iiAkzJ99t58Ht/lT/bIYmyw+gZXvQOwqoMPAoIatC8ueQYc/RUcuB+ryq/h1eBDbgKqdhXjf/u7H5c3b8+aPoUVp9rk0NxH1Z4ePVq+++Z4OT0JvUNAtgM/1XGGpICGv03ulgTJF8ubM9v3R/cj4zdIJU/gkys4GUrie1OZ1Jn2z1DAycmT5enTg2Xrr369/8PztNBEOE900zMQQWj5FKcf4jyxecqm4nWuCAWBVPfqesb9KLslWtZ0qxzimnW9FYZg804qYMKgdCZi3AQpX1EzqVAXolS6NkL64JAKI37SI7rWFabBBRoTrUWwcIxZCoExEDEJo54LhEIA5T16EJuqQxiWK+ec2zhawpn8KU8Lwo5mTZF8hnoFLoUVgd2y98EG5jz/0CGIRqPBJz6+Bks9+g3nlBDQGyG+i3NO68QOgGmN3ndCnqCEUQjsXTOx9cLoikSnxItxpNfniRZjnHXR44s6rEZ6pzui7SyX9zHU11HYlL1lg5mDg+VOKyaOQktpP4J/FGNn736T/zoGmnpzECFlNwnSeyNIOD5OAJBgYzd4On3VjlM2q5eR7PbNIaI6l5bBleG02ySmc6LGqK4uEwQEF93waBuLWAdoG+WTp087zsewc3YMz97B4XL09GTT65DoNzSuMQ1+M8EoDE75h3sJQlLPhzgkXbl7SWcOClkxnHV8pBeBURXFj0GO62ywsGPlAtoGcbiTUa1t+zCoT4c8UtZN+cqAhT8NJgwV6a1KBSJUV4m69Sh0lzkKGp6Bq9eLY2HsBHTbeim68iCOLPIuDTpGIjtko5vX9y4YNF3sWvjd/S5lXBvfjPDcmIsQPIi5ZaAXV7fLeZz7rS71BBECFd3g8pSn1cW75Tx1uE2+mbgrSKEXW5GRaeGRbcNSgk4Bgjx3t3RBb1z0Ls8Y0q5SuLmaSYCRMYRL0cHrOjIGBscUmU9aunCTfPdC2Mc7oWPom9OyVIoQ1V1OYwP/9Lvny6++fVHePQrOnqNZA4HIc9c8p54fsBz+gfExsr8V52KmNwdO9969ebP84e375ccfXy8//uHn5e27d+1ifXuR8/3b5dXbX5afEjC8evNqef3mbHl/frGcX75fLi7Oep4LnJP+l1/e1CC/evWqy7Y8f5ug4t278+V14L95+y55ExBF7+gYWgbhTtzkCDk1Dh/tVpme4Ae5DMUF51QCjfXsmF9yealX4mMCuZuUd5HAJUTd0EGvy9o1T44DpTwylBmXX8Htpmsp4GP0u8NskS0Gzb1lkzr90UpgKOD+qFHWg/RxtiaPsWHhc+qjfPOEuhpJHTtUFnlK0NcWMYeYk2w46AtcyTQdsBU4iwe3B0sLg+/BwXFsfhpBdkhNXTo/pWfKC90EV+1xC7wOFcXmlbaRqUfbenKiN/kt+NIQ6Hyx2LLFjopJacildj802j80DJ2GBWj53VqlHO+jwK3Ph/zmPDhHeiBI6JyXnA3UI2PqGASs3q0fsuthZfuWH5oAyNJ2+hERXG5j1/GZLbiLTReUNDhKfR49pG4hie+EqJ9dLHdjE/H2D3/4/fI2MhezFPLhJd8EkIBrWV48X5Zvnh9299UP4VPlKLZFvWLlozNgh/6p4MdP22ksPixvLh+W98ET/xzsirpIY9feTmDMP0Gfnu755suyHO0k6DjMs//r/+aPPv36N79ZniUQONk7nAwCgDiSra1ULIjEf6RGIhYVDZHjNIwlvaM0Mfq3KfzZi2+nNZcCPsRQPwoMwtGxaM/CB0jLf/1oJwYjCO4eLB+395erCOKHJPC9gCQNocOYVByhMICiIXgjuZztjkdlgqLeG2EVIDAkbcGL2mJNbu6up0st3G3rLMbdfu3dqz2KS3ZEbghH6MmL7iqKrr7ep70WeQoOgcvoevjpsYCIkcu/KA1B4tzZvY9hvhZAo8D8+QbCVWh03VZcorYYVbvC6b7fPzgah2kMPsK/G7j35zFWr35atj7edutdcwTu47DOr8+D181ycPps2d0/7qxqkWAVNoGBVQxwXx7HSQbf706eLi+ObKNq58AEbsH/LEZONy9DYgKgQwB4+vS0m+pYIqg1Ncth9mP0r7qvQMf/8/y64/KMgElvxtAZo4dEw/ttob2JgaYoZEEX/7p7lyVm37x82Q9jvE6an3/+abHBi3SnCQKe5mquyYzhJgj6EL7dxkBEcfD0IPV9m9be3//udzHaP4WqMzHxPvjsJVh5+d3LDj+QG8Z3DB6+REYir3jMeAniYiKXi8juL29+CSvNfTjRQAh9N8uekoLjNIeFAbaV6vuLi+Xtm9vUJ/qwrytbC5h+CChiaNCRYqauxj73yFKUW7fiQX6n9GU7sE6ePltePDtt74VAw/g8vsx8hEdxVleB9CGG4m14LWDMr5TT4YGk24+sHB0e5D6G20n+o9jiknZB55wVIjFGqdRu7htMBVDHeqMjghDfdajjEBAGxx31ZTij7yik5SnouIiuyMcOXCQAsIubAFyATRcYJ60wW5V6Zq5KhweSZyuGMhq/7If+L04Plj/61dPlm+Nng3ccqxn7lhO+ieO/i9F9mzr+zU8/Lz+eC0xDV7gEV7I2vSkx9aEFHdUzc5+6sxeWipHn9UDH2inX1Esw7n7tynas78mm5XT9aIuAPADzuAd5cRq+8a7blTeA214Owz987kd0ruPg72aYCjz6owWvl2bkOe8SDMQytYEED59cln4muE5PY/PGJoCv96o9AKGV7lxyJJ1eJPlX/ZuWedxDacRJoYO6saHTYHlI/WmEuTiPHu8GJz1Dty3PextRCWKcGgiClotzy4r1kAig2d8pQ9lzr54kRdc/eqfY2HGNj9PoOilqUMS2Bo9HMWLTE2D305kUTRbRJkD6u6322O0GhwDmvXo0gM87hagfvXZVro91adUbvuDk2kjMHwdvOFSgLBgHX9lODGaXikdMINjsNXuk7A5R8jmRAz6gvY56f2pTUo60HVLjN0LZ6B9b712Hk8l/cL3RgxjZsCrpJLaQrv3f/of/YflPf/N3kdfUMUaju5kKkD7E1u8vy5/98fbyT/7kZQKBg+h15DY6GUipV+6DkJXPfMz2k/3w6NPyd789W373y83y01l8VnQiEhYVxpfQLHJr0mR7jcKeqFPKiR6k8OOUlZh8+ZPfPFu2/umfHP/QbWfTGm03ZQjbD5DEEOlq1TLDREYEE3JbIqokw6f79CpCY3OLGnwVSpGdPBhi9TveiPlxorTQKHY3piEGwLcD2hsgAaTDjEbA+TlOmeCE+bkn0KJbMj5j6pQVTIf8ACM+psI5aRmpCHKZIlbMe2kwnNK2m2lTluizCuUPo5M3j1pX9wSuXU5517XiOeXvzocB0rHn4ilAgU0UJXWBiy1fbbbCiFsqY+wVXXUJolm/6Z1y+pGbwL+9jVJeX+R3WsAHEdbAMAYZdQ6yMeBp8TvevHnXSYHttougdWZ0hMXcjf3gY9MfH8dx7cRPRiXGGU8YMIalDj18eBpHzLC1BZGKGx7S7RmA5YPf5GOdBOWdZ3prwNWFp94OyoVf3ptv4jyNkz+CdxIJFnRVw+nkOOVGkQ+TNuRDuCpfSFX6UnCyoex2T5ugFsMhqvc5aQeFt7wPLcun8DuXKMrQv64qdepM8tRfL4pldwImLWNr3itnkUllCvZqUHM1bFWnltMyPyJDDtC8E17De2PknjMWjHjpECfMgJQOJmymGrrNDflouZjcSEYYLEGgvAJT+G9v71ZGOaD7dtNPNy354vC0FNHvLloPj/yMbAU/6cOfiFDyBsfAIDXtEQseDKuAsUv2Uh/lXcbRC2Lb0t6UeRsYtie+DavRS0/B+zgtAQDjInDqhMGcer5mHJJxim6E3ja60tLXnXm8t738Jq3/X3/3Ynl2GBmET3Rhe0vLR8+Brw/eBZ/UL3nV4fWFSXvRhdgDFJplYxw5XWWLGM/oRWDPmC1+0T06P4a+up7cqVLzqT9ZX50i5yyN53WA+W0oi2y+T2DdFTfqnGfv3qaxk9bbWYLXt+/etufg1S+vlz/89NPy+9//vtdffvmlgdvrBKqvX7/O+1+Wn6x2+MPPCdaT/s3rwHm7vD0LnDM9F2ftjTjTgxG4b968zft3y5u3b5rv5wRD4BoCscFMy9ycv4CbU++Fslwv7SgZh+OjUOrmUL+2+COc9Dq35XUbCjkEAdI4aytzrsGAVnx+5pBfj1f0PLSWZ72ivTkW6A4+27/CAwNvfSsgVO+z9ahOBjhesM1+0282cB0CCMs25Tin7GAZpxhbG3vlWfmc/HQIk/Gyf7kKpNZhBfCdK26zEqAF1AaSKTQCCw4TdIiI+S32b1N+HgmnyZXqANPexcLjn8ZHOeGAdl/spcnsD8tP4emb1++al7O2WiJVSu4P0ZVl+fb53vLNs8PlcFeQHZlHu2iYuutpLVR2Po2gq6sPy8+vL5Z3F9FXo/Xhl0BIvfjGIFvdqC3I46hq84d0CZCW5fDo8XJyemhi4LMfEFQrnNFGEMhrxT+KMzEDV+X6/XaoFBhmS7XV2cJt2XZ3Nl3XEBjiNDqPU2yXbv6BFXlqV6IggEMzudB4HfQmCBjGNH/y1PEGzDqOoxYMeO/xQ2FJwGjCsOP0EYCOMYUBns0YHYOlCqGUPJ6nHIbIdYzDGO7WP7C7OiBJRZe6kLpcw4tArVNO2rC8wk/gJSZkhNM7wqQ446rGcs0ENVbWCVjJpwVmHFLLwZh1afcxSpiW8IMgILSz979ubzhoudFLEf3NzX2FCe1VS6AAA13lBMeGQN/5MEta+NbRi0bRVqtaxCvg6NhfDMbR0eHy3XffNeAIaUsPPQHoSAnQyOdk/daKQD547+8fBOaGho+NkzIYsEHiL0HAejVcgVe2wcUv+wbYT8CKgC4Dky9/8ASLk+WcyZ8xcw7aR5VMKFSOOSjdXyLRNFjKGIMxhqAGJHUZOQnMyLDuVfhyMBy78fYaDUM2yctIzta5kZ9UhTEkSwIlqsfJ2rNbPbp/RPK2GzVvlWXf/eKOCEnjPdo7jPvViEbrd6NvgoEOf6S+nZDF6yand4w32mrJarVdmUORt/RU9/TlVXgXXG1MpEv3/mOcccr1zFyULkeNvFwmH2ffwCVot0s9ZdTZR07B7KQ+dQUndTMkcZ2AaQKGtPKT0bi8oMhQj/wmH1JqwZUdysBrqy0Vf5R326Hffkj/IkbmT3/17fLy2clysJuE0QMTXxvwhi+dRR286Zf5Fg+xC2/ihIPuyEHxDn0TUBB0z1zh0IAtuLUOwQ0/HbUjwasNgOQVXDjwxYEnzpGz5M/ZCX7KKe+ih9L4S326IRdZWvOEWA3q4+g4LEaNjZFYGc6ZZR/6Kp9SgQf3wNQ4aMCYPDDu5j5oENmSrzY1PBboXV653jYY0bJ+f/6+AYTAQQDgNGlTEGFYxHNXe/PrvSI7eqouLq8DR4tfgDQ0qJ2MHrIBcF51d57FruRng64Vb/IdeqgT2qC/+nflR0hrOI+DRhc2EHx08ZuGrM7U89VOKtcz7xyeebfaZTowfEKfFBKcvFthrOfgOPKxwpPm63qps+dOz8jHBJWwS5r8o8P4wqa3sjnaO7FDJiYNW6w3a5WhAKscsg82MSMPDr0D6uOwugtdf/+HH5fXr85qkwzPdqO7SDBbf3rwaPn+xcHy/DQ2czdBW8tIWcYocpBNPZnViQ+PY/s/JPgMn89DS1XMqUGteP5I0GJYTQOhKDmDHvvTIOBwe4KAf/aX3/yghbN/cFxDqk7YoUUbOCWEuudnK7uhVYBC/dHiy3jmBuz0U7NxNmGQbGBsJyNlHyUeJ18DJCTJvSWCegUgKXIx/qH1ViOe/BBQFkHACE6VoRkBGda1XvlvFQaKRumUWeMS46QO0DfuXubnOQFxikA9owhaA9PiCHMjDF0+CH6EhcNMshHAKHCghIFxgAZXUr4hB+8xuoKXvy8CkvchiAmGHAYF64RF9Y0T4wwIBVp1BztDGFFYy1d8w15wAF6DkcBPJUvzs3dWBYTGaTVpFQucHj7cJv3H5dnx4fLy+dMI1kGdEMFni26TT4tBSxUstDUr38Q+wQW6zoQpAdkozKwE0MqejYk45720bk3WE3RpSQuG1gM9HfKsPQHuawTROkaO8QfjuEv7ZmLeOG98jLPStRgpaqSO56GRYKBGLcaR0ulJ6MSpwBW0mOA6k63gMji0dUiAa+gZ4jDCNbDJRB5Xjk0mFKDpbWDYanCShnMDqQFhDnxfZQ0vKZmW0rQiIgupg0Pgu8pxA9jgIQjQkqH4vj+hNwBOWugPMdR2GySzSukqmhwciTLQXS8S/Bl1jt8zXw2j+J2Ql3fk3jgkuegHhyKXqqIMz0hmv++R30GsPOk6f0FBYHXuQAJF+QQJWv9CT2hVR8On2cvcb+Hmo+VGV0SemdOyHbiPA+sg5Pr26WGM2vPleQK9Tz4j/cmmWo/bBauB0DHUnHCgM5XL6NdF+Ht7FUwj//ijzrNhUgsNeaJ/G12eSVOCry+OOxlQMO8nvefrMbLh8eQfPjsKPc/ZD85Ono3tQqr8gQkftsH7ltuyXQNPHr8Do3Yop+EM6emO9y23sFPiilbzsDkaSZt8uXYb68iu9tImy+c6qSM59fMhfDK8YEKnfeTf6V14+7ZzDqyoEDTofTCh9Pz8qgHF6qida88BHih7DQLYG79rO+CXOjodHJIlmLQHyfWeSTfUHTvpYDsbKOVYae8Ab2AO3xzKdw/OapfhAkfvVtv6D/M42fKv4bsf+xa+lWhT5nqdM+lc9eoGhkNjin6uZGZ31kZaUhbW4MK5j01pj1/utdx5YzossDQJkt9gl9fhiB9/NDHwfXnfnoO8M+NrN7J+nJb5dy/2l2cnGm18CfqmDPrn/9BSz5tRaB8KMkfp9Zs0CK5TVkhcnYwsdbvg1AOuGhekhMsNiPpyNfE9mNOTw+XoeH/Z+uf/s+9+mNbgUVqMdoaLYpVoKTxXLR8RsPEIEuhCMQghYb7USony2jBob3u6nXk9ZJxxumFeoBaxIhtEBQF2ydMjoNUCNQRh8ClbZzj6nRPxBRAIiyQUKgmhOMqWPxV0ICzFrnInfZU4TGl3D2+cTMPEjUPNQSFWYZEmNkBVe6/Fism6clp2jI2yjPs78qRlaUFOng3ejJJqqUt+mxPByI7jgMdExGgiCHgcpuyljmYmP9xcLnfXPon70El9ZqqKwjga3dNmJFu2+D4KHQ43CDD+hSQCh5MI0bdPny5Pj4+X48OdfhxHXQVSNqIxBujoUsDwQGtcb4DgZrr5ZxzfDN4uLRQEpKVMyoZW9jjY7/r8Kn54CLY8aKv+DR6SVy+Ak3y1VR76zAc+DHUcdphAmRPgpZo5K7xRJsMQcAILrgwQ5dNCZVj6zQLrZfMnzUHg2UAIjBqfT2b/j8Ng0BhrPQsUo86dQ9aaxy80Di3bo0SuyFScK/nHr7Vu+EZc5Z8AII8oZrUstym8Bj8vgkYw24gqvm+MGfzGaMV05Cw+KUcA0ueh27QMtbKCVOBRbrfqbvIcRzWtfcXH+SszNOSwOfv2EqQF2cmDUVr5tDCDcnAIH/Nf6xGY1wnkDTnY8ldL0XDB9W2CErQm10n/kZ4mvSEAdBH4yA+OMUd1NR9oNwHoTl786sXR8ue/+W55bmdANAh5njyJoyAbZLkOPjSKAaYDnM5VWrmPBdVP9pfb6ICOEZDRM0VGn9AZTTf6pdDYixq2/MBHB3lAb7waw++ebLn/cvjdQA2M4DNXv6cFVSlgj8ozVmicgDcaFCsMv4tX/oNHDbz3hZc69jr2RcJeNjg5CgnuyehpQfe3vAKIKTc/mlfV1Jk0wklPAp6SU+nco2fn84Sv5+8vOvm0NiNBgSGPiwQEhg70LnSisErnWHsjBJ9gDI3oB3ulUSBwTdkpo0OPdDT8cag7WwmHVV+aP7xSXzq62twvMEmHqo5ddpVnGh2Pi5vD/frOvauTPXIFB/w1zXpI61ifrTg54VSnH/q2NyhX82UCpHA6nJs6s2MzMVX3PJhJIwDjK8AN3Vsv+aKQymiDrfp03/yCGml++/vZLCjiUB52o7aAsCvss5OtBAGHCZrTGIs81l7A40lwS1oNx7A6fBEAfIgd+Li8e5dGXfREx1yStr7wq63MXyBUTvJqZDa+I9a0NvdApJ4abf23/+Q3PyC0AOAoRrRRUCpnVqVZ+AxAu0NIdjCZACBAmy5GKa0SXVY+lSgAMAsSeX2qsOlVpISTHpOCRwgfS9fu1E+5oh/b0jT54yjBMKsSjTsmFYa0K6vKOc8woJWeRL1WEJJ/6pDHvScY67P5XQMb3NaImBAVXpwNh8v4Wtetvj5dy5GnlJbDYJuI0kg8+Ji8xiiDm2Q9cluF6DBBcLLBCyOKnkgDf3MCKBbjJVLU7W+u3n0M4Ifb6wrCfvCybAZuDDujzMHdJvBi5JMk4KNMyajnxXjXSRy/L/CZEGjZn13uzFRlTLX4LqP8BFX3v2c26nn69Flx0QOgNd0ejzj/zh3YlK/e6IZWlJRz99wpjWP9rT5guHf12wk/Y8DoY7KMZYNax+jIAKlLAujSHT8ZGDLRpZg5LKcxcfAhwefW4+kJSLLk2249dLER0Hadhdj9cEmyKk/PTVvSrUcUmAHKb+m6lp1zi+K2lRygLu1adwYqA0G+jMnhhbH5cYZjeGrole6etIQ5ncQaDYAPRUhVozupW9KRBQGAWd1SPQndO44ZGnhPLjg/ctUeo5R9fX0bnUrqyNUECNLoTQisWAhOGp/sNMhgGE4wBABfS+haz5zG/C29tDrBMIQ5B9K1xyBw7UfOwdNv6T3rB5SSR+uWDOuZGP360NbM6f6TJfZreRnj8me/+Wb5zXcvI7vRqVDPJMhty2p1AyRtJymKuurQn9Th6CGy4+BxZFEvhN6uFF262o44ZEu5yZ+ApE4WlXsBE9TwDL1CNH/uR2txZeyL07HK6Zx+f3mmFcApTD71mzwSFV4ds2djA5tHibnCIcwJnvMMp73u8x5wYP8CCzzBTJ5NIqngLe3AhoFfA29+yz+9BBvbF1jhSuQjLzd2WZrZjdLQ6NhtPLTUE501/EzyFQiYY7M64AluyXz0J7JU2MkPnoBEYF6ZT3ok6LDtoF48TbYml+jDVqAJ/W8gIBEU82x12usBnt/euX/gN3IFQ76hsXp9gSMN+73amjW/NPKuNv3rZ2teV7rRjyDBNXXsB8rwRl2SBzz0I+M2GGOHBIVQ4eCdoOFBzHvqmBdJu/qcOxMDQ2v4mcAoiPjt73+7vHl7jqyFpUxzZ3biZF6ebC+/+uYkjbLYrEexCdE3RqMNG/VmDOLEHx5s3f2wvL+8W96dGQqM/sdAkZ7hR9IGJ/qlj6KN59Yp7yKbX/g4vUBb//p/8cc/XF9dd2Kfr3ppcamLsYhcQqAQMQ8gHGitNEMuJgLYmOHlTaKxEM+uc7qeOSaT0z7F8VgLjsiPQmwHWf70MYYdFeLkH2/vdpZvjYtnOTgCzrhjpil3ZZ6T8S485eddlaCR8Cooec62sBgUKXkRZloOAx8cMMFx7/Ab02ft6xiBrgNPGpsKWe7GKerq6fhnUoWFI/C5171rVUNe533+Swoirr4MGePccc0EPW1thYkmBO4m+Oo2s/FHEeEEW6nL3WWEKoFVcPOhDF1SosLLOL8yOM9N6DLjGF+01juWFYH1Rb1nT/fTwj5IMHCQYOC4DNdSJNA+YGPmL75Kb0LdyclpT0qzbRZv6sm5tps+9EBtnKdwAilwzGoWBDiQlaAz7JRIvipmZIFCUGS0NixgdrQxanmenj7v2v62BgNH9CxubRSdaBc/6tRDxG5UxXkGDkPTrxLuJvBM8Dme1fADnGZegADNY3WEPzxCrBpD8HDN6o5IQQ2jITHswSdBhmQ1nKJs8yhC/8pi/uxrQV6c7WIP3yHQPO7yX3mdXyNr8A4y4TA+16gkn9pSXPLajXKUH6cLji86mj1PL9CbnJg3weHqYrQiY/YDHz2wHXeHDsheiDuKH/rnnuySQbIpELDqwNJWHyLy8R9DL8hjORe91Kpol2ZgC4gEQG1lijRSFjwDfcY8wwtB8tHe4078+/XTo+Uf/8n3y6+/ed4uTTH1OLpgmnt8F6zo6bD8Vm8MTekqkLRabRq0l8BQ78DZOfyCzCZjZ4xLHXhoS59Xvfemh7RJ039I7lfvNz9yuP/69xyfIfSY1/6TluMO9ziI5k2dPEAD+fDbr/zn5AyKapIk5wCLDqCxe71bAk+4g+//zw2UPhkd53hr33KOPLmdd2ur31N8rXyDlQt5ySOYyxJ5HYeV1lefjUyOo6XTggE9Ak7PyJDlyHRogvtaslZDQOTq9+g4Zx4dU6/QhNygLVuiHEeXA+Z+aDa9YCv9py4CD3Oo9ObN0OGqX9LKpyzv/XZ1rHZlfbbCdC/veu9Y36040CPzmPS8wt1bV74C5VwFFgiMDsUldWVnH+I4Ozk5PCtYNE82DWjpWm/X+AnsF9gbOtX4+dvf/n1a7xcpi5/VC/Bo2Y2v7fyZOP8Xz82dSuAkeGb38ryt+sD89DG02NKjoIfkw/L+4iE6Er1JMYpSR1/mpQPmA5iYfx/89AbWJpX76Jg0yaA3m1xE17S0UkgYH1vcSnLGWrach6OR60hVngdg3+ea993gh9FNJE8Qu8ELiqQC3VEraUcodLXEiQYIx0npx5hpncQYB7bZj+0C1hoK9fKqeZ2Ii4FgE60y2Yk4VaCJYD3/EKJ2LCSWD0MokKt3hNzpIDwYzdHUSAecPB231fqN8TTWz4CKGAOl3Wpo1TypE2HpbHOBTfAgmFNfXl23ERTlZDDUUUQ5ZVdApd2Low29md0xualzCOJXMiN7GJqyQluCqPtd164NbdCrE0zCPK12G/T4yp7x2UNfw4sTN+5qYxY9NRtbkvIjDPgY3nZ8OrhwogQEXhy5iXyGEmbTFMKDXia0UR4RtMBjJjdWGfNeXjRt/VNh92B532GVnOsYZB5VpgSQyjAMoZuK03DCxfaY9ixgbAQdh8fHXR3BkJoYaBe43aSxn4Wya5jwNFflelYZSlFa5dUGMikKZkjLjZEzPMfDKlG5ldZB6OtDRWTTMMbNJf6vk570dDA05IZxjdzFoZJrPRYMdgCEb4yS+ijpcQxv5CgO2FpxAfj59UV+X8U4vOsOee/fv1/enr9fLq4TDG4w5OBt5fztty86j8ISP7smqg/9Ixdd5UBOU54lq3oDOiQQmmtF6NW4vHpYLnS9Jwg1qfT2yioAmwKZBGiiqF4BzpiT5qAY2aGnlqUhlQ5pJV17JEIXy/lOwrvn4ctvfvXt8ptvn/XZVsrn/EOd1H2GnkwsFAiXxuGDt+YFI3uNU3A1kVYAe3rsIyoI/JXDjNBgo4lRY4QDI3kEbPSbjJGrGvvIVdi3+T2t96ZhN3pslKFYEEYnSZHOdfRDOuX4XZ7CI2eDv2bNVW9Brp6jmZabL5ESEMEUnghsgmbqGp4GhZjIOk1YCEah5URfacnprP0MhMCrvUhq19GPca6VWTByaaCaG3aGg9fzZ/iwO9ORRXYtOJU+OVzRTwBgkqFVDq/fzL4Jeog1WFR9tVcaicrUEFRse9ESkJamedZZ+TmlL81il7p8D2X8ziHt2OwvAYB34M+7SeuerS5smpDngnX65WDP2ASNjzWQgbNTvq/rWJwD39lWNR5prQ5KIWvK9DyP5BrajnyVbuEfx2/IDjy9s66ceTfjic5cBgcbmaG7XjWNGbqDFlZkVQ9jF4i0+rQgIrJBI0lzvSu9qMKT3egMuc07Xy6Fo0C0MplyNSTgyzfMwW8MrD7pf8m3vk5+9x+icAL++4cEE7eB+b//Z//4B3t0A7Z/HAcSYy+S5VRq1AgkhqVczgQxg0VhmicAERN6TFR60jHaMD/PP+rTjTO2Xj25Wj69okMCgW568SiGel/Uv5P0eZ70BNYmNKF5HVaZthEeZVe4cl8G5OSEh1mEnzqxu0kTQpmToDXf4MCZdNMSTFkhquSMk3FirSnPzOIX6UFY+0VwQAjtNxByhOnBO3XQkmIE9VboljZhTasIvhxRZ5+nTHv7dze1GGgGQqurrbXAJRQce2fNq0tg2hPg4e5quU+L/XGEe42wJ2CKqQhhRKaX765oU99Z02rHru5m9yTO/2gnreyjBAQnrTM+MuICHLOar9LStfTMeLfem2+++abL1Gq4QnSC28/sRhIJefkZuopcdd3qotcy5YiSIajrktcrwTEOX7pWPu/1xKj/GlRwHurCUSu7/MQHTHUT/lu9QNi7zj4ao+dlnbBn3wlG9fbKLnBJTxQ5kyqnQEb3v4cMTBRO0zs55G83JvqGt9Pij7EQCFAw/A9c/OCYKfzjrf3wM4FgDIreixqgpA1Wxc/EHxN0gkWKyP/5pytfngppyuklf51wmkpa5wu2yXcNhsMfXfXtBVPn5KdLut6Lb55rlT08BB9/qb+gNFIYmYsshbc+FsXBmlSLdsb/GWYbY7UrO5XmYDm2kDI0bVHR68i4HylHMM59BZ3QjXzCxVc+BbbR7fBv50n4FStzc3XV5+TtaWzGcWj+9HBn+f6bp8tf/PGvloM9TgCO6ArTgMuDj+HlQa53H9HNvIZxmCFCaCOgieFOOT5pfLB/tJxd3SxvLy4jr8EhKWtbol/R9KFq6sPPlt8bmqz/4zP9Havo2gSfj85Xyj88ajdrZQYc18BN/QZ3902WnymZ8uND0utlmWS5qkvgtNUWerWlPuALy718JMIKkjr/pJ+hBvYx2CbvBBmrzZv0rUMOtqvj13BZ/9jJyEyDgsj6ZxuXd3RHVgF/HUeeF6q6Bj76w61zwPKsrdzoDAcmEFzH99lFQb9WM/tmDoLvaSyPzAkY0ZeWLazTi27Dn3xbRWJprLJX+0AWGwQkY7Bo0FPcAnvk1w5418UJ3qVnZGQNBNkPcrodufvE2Sff2vBQN/flSeq2BiNyqm97pfLDsGeD0q1ypGn4kk5YLa2VBAX0px9xUNHf0iSP2mhLWhv56N2EI0fdMqP/nVsgXUhdHFLuRYKE3/729+2JbcMn+dmzJwlyY26Xp0fby4vnafTsp+EROvEV+CGQEtQ/jr/89GGrq3fexv7/9JNdMYNrykixrUMLZEzz74G85sUDOcsDe1zQCQ2geKLgKTBJ8v/Df/VnP9igxM5He0d7MSiUkfqK3lvbGJoIBPJrcRLQRB4cQ51Grteb1kO3D97zbecwJMV2nwHYpRIfAv/DdoxbBEgry8Syo8PTFLWTZ0kN+QgxhnSZW5hAKHHENW+/CPGGYRjeruMQv049ZRGU3nsWZ4uIctWpBIo/MM1PeLLlC3LBJ5GRpVS6mFlYPQeUp4IWo2QnrPu0nDhEyyA5eD0ZYXcN4x2igh88K9QENnDtXR5k2jrbi3Ioe1qS8A381ENr7mPe2YApNjVKEueQFuD91WUcWIym1nnw7SqHCmgYGuG4ukQjAhTjHJxsBnS4v9M5ACe+qnd4FFjTctvdt0JgL2U+1AnfRRjdo6UZ9Tb30AVXBU8rlSLb9YviI1fMQgSeMC7BN3X/eN/rTiSXMvOzZIOp00LHF5/HNaTjWYOX/Gag7uM4lWNvgL04DmNigkXKplvZFrW6LwkARa0glO8xiBFm41kd17wbHjvthjhDMJYuzn4GjKrWuYDWeCp605FG0gxvlDaRXI2IyNzmNneJirWgZkLPh2U38kzOlGcsnrHqmHqMH36Ba2iAcUMcu18+TiV8SMteEillgztdSSGpiu/+cwDeqQujHzRShvG5GYu37a/oXhDw4c6+ClfLTfDS0n+yE17uHXc+g9bYXmTrKPXdj0zuhRHXCfBuryPzqe/HOM8GQY/07uBVSk0dGF+6otuf3gXF1oWD6zX4VA9jAxhy+vYkdLRkuMMm9Ddm4igBwFF4+JsXh8s/+Ud/vPzpn3yfZ7vLzX2C2AQtWMtLPQl9BHAfPlrmyKDrIYhubXjO3nRJFtzsBpdy9Pj4Itq7d+87JAB3a6o1LnIJX0LfZOlE5hCWpKk0eQygwM5FWe3KTqtuk2om2uXZV6fVEikKe3KO/aijLG3wUzCVt+wOxMkLW5N0ntf45vUEAF89kzRXp/QS6bWxjMxvAbegTz7JpVOuogsnf6rR77bE0muNClJCytoyVTbGmze5H9uDTn7TsQhkzBk8Bh94cVyt5wbH2kp4KrTlhx4CwmQz2729tPn9MTwBx58W9HYCT938nEr1UDFQil7dfhAs43TqlzQaDF6GvUpKWVuVPTrLlrJTzg6/Jh2nvrN7EP3Xg6gusbl18Bs5Dio28hLk+vZHKlPdVB8BwNA0hSVtHbvKsFPBiezDeTewDKM6tNwnuE8ydGgti2xgpI7o4oxOsh+q6qhJjD0AfybBu5INwf3Dcnkdv0q29RTjW3T7l59+6f4Qdj+1WdtucCWdhyHRixdPlmfRpb2DCZYIAqzQt4FP6hAwi/jo9duH5ed3dzN5NmXkEv+atNvRs8exIWw9HxU6m5W+FT9r35mt5S66+2F5fvxoOT54HBtcmct/QUSkItjBCK2WMRSpYIXGGBPKO9W1ooAMaBQjTJmkZ1UkiIDnipwEoYrJIghZvMOTPNOKIc5acU4v7HJEINxTFODq6N23RBAIqHeUapwORhB8v+uMkxCO7R72LMqntb9G8tKLaLFAYGInQS1cxrrOM1fd7IVbIxB8Q5dgUqZM9KlVHocApvcE37v+DPsodwy3DV60iPUWcI5jSUKXpO8sdYqWfOosVFHWPR6UhhPFNsKP8g3dSoEkTw0TITToTFlaZkdHB8tBTvXFW11z3UMgsEsRz3bj8Bmj8jBPU467Ks8mH2NlLEsvA1oyLVYImGRosp28FL40F2Fy0IEjcKgBwps8t+xUt12e9CuAjMoMK6RlEUUsv3JGCkc8OJvSPPQnC5QkCjE7qwkt6YbJjIYJZhUDw4DP8llWQx66xDGIR4RzEoYYgbzvWFzryPiHnnlWw5jzIQ6oH3fJfbv5cm2wFCUzWbJzK0J3SOgCRBf0IQtm9PugEbjkAUXBl3haaWQu1UudzZXwvQIBoNb7dC1q8V8tVzeX7YnqmH9wsYHNhxhVwcrdzezodnd3JVoKLxJM4ffBQYd+9KDZXvlQSzwli4vshudri5S7n6pOHThcNBJENHyBNwGIzFaHVTC/++GoXHVJbkdHdlP3gxiag8jc88Pd5U+/O13+8k9/tfzlP/qT5Te/+T6BXQL64CugKriciGTVArkizf3Mc67Dt/AzOJQu/su/66ur5c3793LOltmRnRnqCRxASVJuGtAEznp2wmDwLDBn38/xdcqC+OrAY7r09fvKr/u8I1PtKcpBh1e7M058oI2din7m6vD8H57rc2kaBIb+ZKW6F3lZ360HHMiMOq+6X+QKKvdBNk/7TtmGDIY+uQ7lSyq/1/LXY8XfdT011lq/TV29Z5sEfTboOo/jsrJAl7terNSq+pvMTasEPaP020Ratq7P6QI/0uCLTg1sto+9dNQ+bwJihzT0PnfFp0vl4BhZIqv2BhEPGSef98rUc7bOYSC/MBy6Ouu8a2fIDi32l7oja96r++rsx14MXTTkGigF98QdDRaKN11Be7RmCMDI3+jSlKteK63xQWrBcA/pw7CWlfzdqn1/vt9TH5THYBVf9YB/GCq7T/hb0cO25WVFfeSkaPcZ6tV316gSBfdDb/bhxfOT5ZuXJ8v3z33uPUaBkqkHh7YKBUAc04xtQF+aAAzy7X5SKEYGrmJa8WKEQIERgKVVKxklzTPd0bpbRZ26Z80IZuA7dqtrBmGUlZoSHPnLsNwUh8AqQzY4rsJdhcmJgJyBbT61SHXJdJkbQ5Jz7aYStcKvXaCpSx1e3u/EsXAuurJVkLNFA9XGIGmN+XQylDyYXHzhlrQc+gY3R4Or1BXu/aJawl+KraVN2FoHaZ2pLwoiZseVokRml9o2VLe91nQAhcJzdrvKRzPkwvY9jtRwLiYSTmDEIcXQhy5oDwdKppem3fChj9Z9d04M3wnACDTHDkfOkvEdunI0E2WPMjvWeioP6n57J51DWrR3OjbJC3uGbMAnSwxAAKh+ruD1fe/D29ZnHCX4nD98pp6jcI6h/Re8mo/xATr/oUG3Yd0o4ijW0hm8WiWd7Rta90NYqUP3/k5g8Dj6MUFAnGHKowsMD3EvLcCHe+Gt3aACu1A0RdETZaNxQASW7aL3pyWd8/DIEkpnWvkC6vCS875Jq/7q2v7yN8u9sc6r8wRSgoSrwLtv8CDwm09B73Tex8nx0fLt82fL05PIcUBFPBKf3ycAsP1t6hHWaBGg5XwoBy/mXnAgkBHUh1oQX/aT/tnh9vL8aC+Of2f53uY/3x0vf/XH3y7/9M9+vfyTP/5u+fXLZ+3OfByaPH70EDgpw2qVwOxqm4hHW40YEWs181jC38pZ+Bu5pZsIaRUNGdDtbXvkk9CkwRVio3xpzZnMb8d6v/K9Os4OYcw/ONY06/H1b/frCcbnMzxe5ewfpndUBnK0XHzOscJYj/Xeeyc7tpa1wvk6/RwbXNZfm3SOPk96p6fst3T/vzC+HF/nb76vfg/Wc8DP+7Ve5qOsY+7mCpizYpmx4bR+VjpCTTcc6uVY7YSxcoGrutApcAe+NMNHJ37JIw299qwtdMFvYDjpLZgaFdIINKQprMiX2ozeoXF+adwlfXmSRA3EySAcAt/cnna3Jyf5I5PSIGSzw01lcjQQ66lVPkMmE0wMLSOSkWe2JnRLvdSlts3zDUs6vJ68MQuFjXOWdAto9FiyC/QB/kOXkRXyLmAWqtrQ6zqNAVuZq1YDALBVK1c6VpzzA62cGoGB1EAvscayH8NwGl1+dhydPo4vgiRlhagCi1x+FMXQp8SsPikiz3KdiE3LSbdPhCDOIiRNa34cCudCwe3fz6mJ2IChymY8tgsrcJQ9Rn9+i5ARgHHuxMMUXKevtkUBDrkmo4oKDuRxKod7RIyqDQKEsGMMJk84XPxLuLyT5j64No2fEazu4Pd4uvvtxtbvDqSw/cOjrmufDT2GBoUJp5TfMVOOguPJc8LUIYEIWYUtQNSxf4FHSBhvwQcGV4nhFVq1XjmV3S1eQ4OUUnxRBV30QNdoM97u66gEPBQtgJKDQKwRNdqp28H+YScCWvGgFdpen/xpHU8r8GMNeJUlxwQE4xQrLJsDnuuxKvznSXk5PZNGXs+r4MHVdSQ2pQYEKEgof4eYgvvq3B2VmY28ecbRer8GF+AV9lf4jeKAldwb64hmZLktkBgKyr8B2+5+k4vkk16d+zGnggus/K/rGsLFIXAbWKlArvgzrZE5Z/lgnjfahA/dUCY+koPQKgbHOl27JWrF+87C6dOcp8fhj6AJXAHLphvQTF76loBA60Q3eD180jzYRTEGORq0HCfv82eny4vAOtxLwBFymyeylwBgL3pqJ7LDvZ2ePpxkr4X9BBK6Jds9zxiFT4aVXj49Wn718jSthZPl5GB7Od7ZWn717HD5J3/+m+Wf/Nlvln/0/bPlu5P9bgy0FT3y8StLAk3uNB4tANiMlITlGgArbwV9w1c8PDxMCyi4VBDyr0tUw9P9DmslgMfLqCg6SFO9S/U3//UYozm/8X1sRtL2yZfj63Rf3zvcr3LjdHz9e332dZ5/mK5y/NWz9XC/yqVjLXs9v373+Ugx2JwX/s2jpJXOdT3m95f7r4+vy/v63Zp/hbX+/hru6NucDo6Y87es0HbHZ+/P2nOjEbTCoYt47Pql7HFmHLY0nnu/0or+PLCROVd74eqQb/UBzRv0OEp5B1XwDKVqkMHR/BkBOv1L3tzLVzgrjJS54istMHS+Q1Ypa7UpG/Sr7xqo02PONw3eMVcjX/09zwaucmeCYH4G1+G9nhVBRP7FqsinZPYgaaKnAZH/8j5p+aT2dMAxNqsbhMUnxYxE1+0D0io2b/1eaTFH58ooIw/5H2V0UnT+cXu70U0Td/fMRdhqYBUk8lBCBGGwgkN+cpgxhP50z3uUgpydHVwkRe1xGjEOoU0ImGgtheZtiYJCugILLhQDa8Z1tTyGkYzxRGQjCPJoBXCMnQsQ5srvRNExAMNURNabwIBjqEMk2O4aR9JKZ9azYKVfxIN3MByqA7URlpSv4tJXYGLEMQtldGW54ZDUS/2VqUdAHZzewgADVzw97+Q6xFFkfhOKLw5W/fJOmQQ9Tp+zWHsQ1klZmNnoMmnD3goSqqqCMWjsMZHvINGdTwDrEWBo1WNDlh6zEZAuJ+k4UbPx/7+c/QeXJUuS3wd66rw3dWaJV0+0mO6eHgGAGGKIGQ4EibNYgIMBydldnsOPsIffor4dzyF5ZhfEiJ5WT5TKqqzUWvP3+1t45u2HHkH4zciI8HA3NzczNzMX4YHyJYibaT3ilIBojSDIy0cFJs49lEJ3Pt6V67UPgGmM64Zf+tpzz0gL5UmnGmGhIEglXGlrIwxt+Cdcz+YFAx8n9IZmEHZfx2Doow3KROdh521GA4Dv9Ex/FqvCfTVweEo+v4iWXb8kAiXLUZ05So3DpHOElINDl79SIP7zPouHuHE6Uh6nDuS1uCgM7ikd/pGO3rg9D9dyOPLgng1P7MHjBGy60dPqMo7BGGPsZktu1qRitX6X7co1I5eXcQoUJapGAdAJuL6G73CfPehnT9bbs6fL7ZOnm5w3uF9tnzzfaJ99+qR9/nyzfYoR38KoP9mqocGtjXF7wpFhQuKebaxg/HFQsPIv6O1/8eJZ+/4XL9oPv/OdvAK45LoQFMn0/VV2BPS7F47s1SgSiICv9aZFwnNpUzwN/QnyzsOdRj2rzEwj7ZR1d8tc1mF1FIG2GOWoftKLJ61ghCVMaeuh7BlC+yQwXZXZy+04eDYk7QQMj/68p+33Put5+tHvDZPlTwbv+zPPHW4/GybjKgL4EjD3haNHL3eyjMnSjH+AQej5fl3eybK/fXRcxNf03VhraE9Ojtvx0VG+r5BPVhNvms5T781vXjev8b4fpuswhd+NvMFr4yePTre0M/4Jo4z1oDOQF+EkASGv09EepEpG93zGYQfTUGV3PqnL7VWXA1ALZJVN62KaAa64hAf8t9ERQp9cCb7SlaNRdKs6FU10ik1S6x5sswMMIlG3yLhthuc6/egRHa5sj2790jY4bh1Z8VVeHQNHHFMt8DYfsHJfGCVOHUtp2pZML3Cnk+7+MWN0zjyKah6nY+Zf/f73Xjrv6DyDHovK1O+cq8RVZnor9jglmgozK2AlCBWVYCpXVzMLwz3VHTZ3Lk+7qWcV4gYBGrJKnF+2cc1iDxT31AglAQxqpKekSs/cD0yYmrJXK8GKYVZwsvdN2+baSxnNpYSFahJfBgKFewwp9+KpOXGBhV6Whq68Ox2TYqb5YtwVVo0x8MS55sY0+iUoGmZ3PHORnfkUKofFNCQKWncq4hGjzMzv99kjg5Tp4IKboQR57muaxF4b+N5d1W5pZyfhrMO91iVDXP6oq8bHLyEqbL425iY5y8sL9CKXua8ecRwoz7MaeYBz6EHHuQAflXKUJMHFgX2fABud9xpYr8uhspaPysvV7T7rDoT5PKRf0d71BPXM60cD7XoAGgUOinXKWyg8l78eWXNBeZYjnPCbcjKsTl17w60GWzTuXzU0T4YMuZ50QMJDDiCEty5gFWa9DaKDIA/c9Kr2aHdu0lW0OnqhDzCqoc7R476mJ+Rol42dhoi8F2VqCgAUUi5Sj49RjX74RxLbEbykUTkFZ6PXceubMTka4AeWfBXVKSmnCVaWl+ipL9Jo59uYHruNNxtHAc4NRJRh7+X5As+z+xl09ex6AeGM6VW7Paj7Rqws4VQsOfKAcR162WMcjDV64msrToPNkL72mnBxqYrCHSufbK23H/3Gd9tnnzxr6yvLGSXALke52L6krZ2Jki+vQ5IovLyqGzkresrXtIvwXZ3ANXWWRG5YdIqDMz+/2Da2npJuIa8LHhyfEI9CBG4tALWXWG22B3mqDHjOPYd8qzQiVFfhfXhS4duy1p8b12F5bToPQ0/37cMwmebXBeXTZ8KcLKOHktmCkUpElsCXqMln5vO6YFhXcBjue7znybr2IO178LlHx6Ofe95J/MR9El7v2du+lMWex7LVocqi63WkvTrH58YLUxkwdHjiZFzPb1s2bZcVR/rMZ2rbobhEhigji0oJPgtsyind8qiDjI+e4Vo8JG7yIrPqFsuxXYFA0mQ6kl/oSN7szonT7egut+RxSgAdjnyLlTphKjqpHJTCpkI6QfMLGUX5+utXw+Z64AmOWin89fZkfdQ21h2F1gmBRuDh5k7qGV/No9jY1xP3Bji8bIeczy4oHvgUG2cBlFNH5d7iQT118pk0mscTWKHtP113D5kF5MrNvy7ln8hIGCp5RaNFUQs0BIa5WcE8rJ7VA49QWIgElWnWkl42mJMGpPGqVAoi4gEIkgLDH4khb7ASQRf3BHmwzxAPiPoWgQR1dbYLo1QcecOgMsAEXYaB2eItGXFC7JW7ZWN9wKFqrqjrdrjgz3TWVQEo5cO1gsjZb8AbL/NqfwGNKz3lxVHSCu76HLqk5+eWli5W0tGBRuRXiTlE6w5MEkKcdRhsJHrJ2VhCZkqZVAWlw71DPDcXtbWtC+h819s0eTvB5KG5zHcfdxw1DJ4ryF0z4QY7Klw/bjK3gNKHfo6uyDMXpNhorEOMLQSLgtYJ47lCubK8kl2sDK49cL7KtAsYJh2X9OYU0jRwG1s1JBuph3XrCs0GlEY0PPesIe7TAl4bp1OokRO/LECFzr3RS3d5NllGXYdqYKnsKRslCpbXpwBMa+j3wuu4GaRn9pi3YYun9QOvrFqvFJERp0jyKV6MqlM1wqqha54rv6RMoxvK08TUvg9174hDcCdRORFBPnXwXAqCBi4UgAlRh0On2/oYFhfqg0suuhphDN1RcWtrq33y7Hl7/vRp29xcQ1m4q9ha1kUox5F76KmzoPw7QuBW3zrjvmuvUc/XCynX131nOOam/Nz0fVsdzbYl9PQYGVly0R/KaXVxpq3jVH7n02ftH/z2D9tv/fA3uF8OL8U7n0ilLcTTh66z9OQXcFgWHJJyKFLdCD+lXRYVkiYr3JE/516LrhzIl9MFmYbDsdhcc+TieXaSzDQXOOmELIUX8l1JgHrWUXjSejjSpkLoIVB/dQ8Cn7Oy8OuOSloy7nkShjLk0eF7TOb9dYdpe75fdxhM8yvpkaFJme04SMOslg2a5QD0NB6GOpOGMGT7lWCeXt5k6PfffvZY9qPB93k/DMb7tsyZe1wcH+UbBbUV8UkMd6eV/FePZMTLdUjwuesJ4U/S1GCc+XUAXH9gsE3biZA/lusizY5LySP85SeqGS2lPbnPv5bGnlXKJC5vBA2h6tX5RFvAUZm6F7fSmbVmSz1iOuWNcrFtoFo2hXKFqVzXa9NGkpbn4qfDI/zSR7W1cdm0so1i4sJi9UShQn0w0D6rRaiPdc06AnSGHSFHAdwu+Ay7IWq2CeWDJgc+5ILWtvJMq/LIf766qi25BT7ogpNtUDvBtfpeG/H/+P3vv9TL8XO3bn7hHKGNGVEkoUTVUKu4/BSixkvMQS6KDEgU5F2t9rRG9GgB7PBvlC+w0vNTIGxoPBdpa3AP4afd+x1i+TrX5T3OROhnJW/bBYKmYB1zuBhFAZkUnhrygajx+spj7EIPHWBkNWzQAyz5OPtMGMYLwyF3V173uKoSwkNeh/LvFagrPFM0W5QVR3q50EEFvOCQNGXqucUIAE8cpLwG11W9mX8HP0qIApNxPCVN5VfpaXQc9HHO17UVV74iSBJ7giCHIFjv6m1ahzu8OKumQ7Lil/hGDu9rGMEPeua9cWmvwOocOC2RzNSOjK7w971ieZq9ChaX2vWVWNmLdLMmzR7pwUmYyUvwLB/EoTzcMmDdAPdgGd735+axp6LgVUMr2XLtiA1Io6XAZ8RDElHXUhDKVBn2mg6o+gvTkGGzOGC1g1l4Q8hzsrqS2favPPtfnMRNPrlJjpv2uDDQ3equLi7zKmhfrayhs0E74uWqfstKGqmjogCWuCo0NQxYvR0uOKc0ylKOlCt7G+6/MJ0Rm7Hf2ljU+XMvAvBBQdQU2W0+kOSQP0iiaCiLQz0zByxhqxzsSThMnkWM0HIaZ9B1Bn7GV6R0TlzvMaYdlrSVxplGbmanaWfU6QbnVM1yeXWeNFtrq+3Fk632g+9+t/3we9+ld7KKY+FCrDl6Do7wlUNksANg1TPNBy4u7NUhPQOmC1un75A56DJDB8JXsRT7jMjBP6fAHFlRJ9RamnK2/WiRCs/Frcsra5nWMu793l77sOsumhRIGbM4Rw6Z0tqikKV5N+K/EsDVER/badr28LxfT97b/g1dvwiv65Pis7Ut+f/bQoc5mXfyUE49fG5IHGfzGTepm7zPMw0MQUPS05jPICyfx8Z5bX3VO9J6Ik2/Fna/7mV47/Ft3L3vdJnE2zMxyJQjMzdZ+GcHpeKrTh7qBHvjva2KmwZduOaz/El8Ou17O+5wTNPL14lUd1m+z+y0OrWnLgk84pQ786Qdiy+CE7oGh6JNP4RjWbFz5uWI3SKdxE89kNW0PaKgTGS4Vt5DD9KmfoDKhkC0M+PTwaVt2OYtRtz99Pu7d9vI9FVwVL/Lu5URjvfaXNtYmW+LI+VYO4vjAGzdhuwXcONH4+7b/v4pttAFy76pAM0oRxi2PdtQArjXtzCgGzD8yucMOOlwr6zSlinHEQEHiacynSfDOeZlFoTQ+eyrm69BBOxBAER8zUglzXM3WslGLQbKnSZSRZAPKxCR4XYopfFwtbWbxfQFGgpriZCYDY0K58HNUNwG1/kmv452iZfpkLfC4mI3N7RZXUUpYXg0UlncFkFRYFEmCId8SwPhl1dO+MloeEG9vAaXeGUS1V57BRlvfg8Nv71FHZV8PhgGuNbBYVuHWS1EGA5LOgesYbAB+A63ejbCBX0s3TLc/lZS2ZSuUJDSbxrHou+Ap/PiZkvnpzYkF3fBPNLaI/Wd8jhMCIwLPKSfjoz18uNLGQnRAVJoMTIO8evslPGpumdqBfoojMbZG7cxWrb09MM+1Vg1zhw4Iwq1isTDHSCFYd4IFTj0KRlpndEg4gzCsSy4zLkcgPLia0V/vhMgnXhuvPgj7WJrJQHZFa8GVZgVrxfcyzY6Xjr5rJ/pxTe0ge4dTw+flXcsbsgI90IlJ7Sycd3EQVO+sisgz6yzTtQsBtqyAhMm+BqpDpyjPvYc9KZLyUjXojf/OsrQiDSRTepC1OyUsops0mvO61JqANsC/LB37j4KeY2OxILJDn3ANziv6SJBJCl1cs+HuWkU5exCNmzSUZynLIdJ6Z+0Je4X5Sn00aFwYyg/fepQo298UJU2D083l8b0vDfbj777RfvtH36fHv/36f1/0kbUbZq2Pz9/35YX4CN41psJZygfdAIVtPc/Oz9q08iLe25knQwqQuWmks6rpfBNZ+7mgvrh+GZdBXJB60TfKB9OPS6EL7aLg/299uUvv6RXeZD2hWgjM8ip0yRxGm2rTtVQARUJ9xkdMPNEyD1HRf/qs78pyD/zRR8NQZlSxmNAZMrfI3wblx6M95B/k/JpeZ578Po/Ke/vUwXSVB6lrYJwekj7oHzTGN/xrDZVeTpOPa7fdxqIa4/r+rLafNHMtwX6twhMYxluwV2vFeJAE9+dduH1cnr5Ha5ldJjCiPOtDSGPMm45lc8U6AJbhu2DtFmcOzgY0iI6mHxIfelL4Nqu+rRpr5PwnM61Q2DHSCk1+MxDa6GR1TDrqGojbbvKnx0D85kFjWNKDvkNvpRvJ8ztzNWHWgIhq8fVJ4Bs9/TSHVXw+ztqK+2ljrQBjAcckXt0kVNmmEhoWE6AZYASrZ50tCmdE6VAnWTnHDT1kWzw6B5QpFE5ckwNYmtdUzftkFoAoPzyZS+IJ4B6Zac8IxtgFaIAaAQgDMptBi8iuoyaoA7BCNAg5VDvFXAduL/X+EBw3acIEAjNWXmF9n4gPgrHTVjS+yOvDoMfL5kZudhtGaNMT4JfepLg5eYLMjRD9hgTN4hxCNdtfvNmgQqInzuT+d43EEMJRWFWY44hCmMpR6IpFBkyknwyByb7qlK+540A+8ljjbzELQdJhUwFyHuB5vM73fYYpyB03v8ewWwNE9x2kw1fS7t01zeFHyHNFsD8KIJ89isViz7HhdFU0dEDuoVJGgA/uuIrffZes1iEjG4QFGNlHvg1M4VQ+xkXpNWtjd11q0ZKeAYu8jetRrrrOQKv79Ot56pg13w49IM20sL6ajbtBWe0Q4VrgwKOX78SnvVxy+hq1A5LIQscXAaO/K15tIKX+U2ObGPK4RoTnUzfMRbXWdeKUH95ovOgbNW5nJJaeAYvkEV578py35Vfcv7cuWrqFQVCWqAWDShYOPyD9jIYaYKGkd0pG+VUW6aRusuiMi4tdDRK1sATOXNv2yxmBLRDdy4cTSMkynr5YE68TUBcPjBF2X1I0dEOe7/4FqRz8V7NxTsPn3l0ZNHRH3eKtHe/jAy522be7Zd2gLFtZghvmKqwXGnuaIqysAiebsIUB4s2oOOqsusf9tJh8O2Qp1tb7dPPPm+ff/c77cUnn7SnT55mwygdxaLpmHKgP0on9KIN2UFwmsjXb6P4uXYEQ7xSZehx6ZsLtGnbKaSJwjS48MrNg5Rl+SKMhQWUIsc0cuwbN8KwvZ2cXbQ5eDEaExdeUyb1naMN2J7csIUTYMQtFylD+ZM+pb/UZaQDlwyXJsXfHHqeyA2hG4Z+Xe1Sxf53h56vjNSjgZu87mkstwefed/TWG7hJR2rV+lN3kyCArqWHoHls6JK8koL8e0wvx0m6zmJVw89X7Xp6v179PSWqVjbtrQV4iUGdmIOD47a0eEhfMRhjF4AS55H/xCyTsPygKUcpSMX/fuIb4w2efq915YdvC3bOO9jj3imU43+W5yvqTTXQZGi+QVFbUmmtDMSiyirD8gbvEmTMmjvJT+kKDKTpuptkVnEp21zVDGNnkM41gNcalrTvOJj+7CIqk+m/4h35FO8dW5TH5QPaNHOarU+JBAb/lEm5d6hc/3kfi1E1Lapl3AqgOFmjemDU9b9lOutgMe1HQ2nqK2jIpG3BLAH9vgX0Fljkvp20Dw6x7VEdoxGi9ARCClAQroAQeN7qzNgA+ZPHSBy1IEzpRM/5TZfJqcgGeNQ9MhX6wCHTiUPCNt7Iscl0mIvQebrHJhphmOOI5vlYEQoPcPsCyhR8ZD4frjGYb9ZFMIMHhI2kbJVmFCL4p26uLxE0QLbr8K501qS6HSgRO9gogrCnezEufYpBwebDtfFoHI4FFSdE5mU7YCBqRyk0hwaoTQqDheDuK+65JpCmWUeCtx9b9TX+cRFB0IH5Boc7gBcr3pd1dCtTHZ4x/c83e5JkkhjhFIjPjuDN4jXJ1XkhXNRGf0aHLSk5WdPapGe2BgauXe+xtMdtKbcOQwauX4jr6gRl607aZBul3sPThpQOa+Auw+/nwRWqsQA7LLARWGfIs66e6846CSM6LmNfatA5Q2d7uGfHjKpaDfABkfrpLGv10ElJJIDDuJNDQNHHvp8Bj7OiKe7m+n46HKnDh7EAdMdyC6v/TY+jpR0vaN3q1HB4/H9cx2D3qjcqUsPMx8cIs5Rl3jwlkGZOi9IiOILzaAj1/PwK+/Pwk8kNyvvr+CPsoqbm/Yu/R2dycdQaMRRgNDYurhR0gIyld6vJFeW4tTUiIhOndNLUmkJ+q3h2D5dW23PNzbbs63Ntu6IDA6B4hbiYQzdgnSGYxZ66gIXbPGx/VFFh+DtoltPCzSN8hXFOpfRAV87fPJkq33y/Gn77JNPOT5v3/vi++3z73zRnn/6LKNAy776itF3RKTKgJYc1kOJyB/yHYdIZc0zZQ+qgC91pk3ohKKuZDMB2nAv3/zyX9obbUBnWIXtNOECylrHKlOFfgAK2rhr6eH5GU70bPvs88/byup69BLESzphytp7R1NoZxI5tYZGtmWD7aPaCDSSR/JCfZWnf3OIIRjy9eC9wTh5KDyPv08wz+QhrJ7fa+H1uJ7G0J977gY4skYNyBV+aH9QOvxDDjls636OnUykL9iTodfj1wXLiV4byu9h8r7j13Ez5KyhAR9UAzD8JgxtjPagDvy4d9jevnnXPu7uZz2TBlEjzEXatI516i4wzuIceVEfD/Xu5d0Az/vqvaPjkPHaOXMui62vnP7SJmgQHZXDYN5ix+5wFp2ejr2QXjzP4j7oJ866/vfEKbnKfFHZg/LRMbV3ilOh0Ac8XPM1dX+F/qCd6XwoW0JBvrz2cEQv7Vc+kcc61Gj1bBySM5z88zP1GDX3j0OJ8guCC7IQ1kmT+ynaBPp1ao7O7ewS7W0xdIMTodc5vvTJOZ29K+0smcSFOupQ08qoI44C+sd60qTJbxmtjdGFyyP1r8/P4Rd1JBGdtRIaCeBCPHurVgB6pVCrJc+NE2kZopHM/AcM0rjZQ0KWMjwqnGxXmIwcZhogFVwjSUW8BlQixdNXyXA4TK5XmJohVHpQfmnOHkF6vT5TOQSqw5v21GDmYNj9+TSeogJHes9mkdXGO1zpWwxOK0hU5yo1MJmzJI1l+N6pPSt7WKX0rbwEEyYURcNYFRc+OWekF2mP2rIzr03yUo72WjEEwLOxmMBpFqcSXMBi3auXTj4BBnmdMk9SU4GS2TDVRPzJXBPoKNWHfaBLGpoaW36mFuQvYfQ+DZGz13qXOj56nM6/qpjlvWVaPkVQhrxVoAsv45x3tgFqFLIPhLS1UcKb0E66YXzcCEeau8lR+CzNrefQkG3ACcJI3amnjhppLTOjSeBXBgn4NKK+ZegsZ4fN6jPTeNA8yxoDeJLpBBt8iBhuJ176VI9cXWBjAZ58JH0Mm0qJX+9l1XAfbhi4RXY4QDGyk94+5+BNY1LxirvGRgWWESEeUWTyiaNOoJsyZWgeOgUvygytcHKXxmWI13AG3O55acX7pfRqXDOiDEcShGux0EkcXFToJ8A93CTIRYNbTzba86dP2hdffNq++53Pc/0ER2Nza6Otrq+0lWV6S8NIgTj61U8d8CgxDkdHIkZEVJpqm2l3Q0hvzrMySf2tD5WFj8Qqw5ykgc+tf6dDGX3KUo7APaM2wPXNjL29/XYJfVwEuTRainMuz+Rnje5oCC2CthVqeOO/CmmfhF5W3cubkoa/LTymr9Cvjf/PDcKYPL4dvg1bvKutVjCP9xogLnLONZU2q7ltzYZQY6KsXh9hdnok3d+zPqbr+frRYU8e4kKyuo+uqLI9OyVwdHTYDg728xqhuNvWHEm80bBz79l0ThMIQz3kyKTh2w6B+GQEkGvPCUWOgqXdsrOVPOiipFfXQUdhDc5E0PMfeVABpEEmrYS6BlnMK9tQVt1V+pj2i7GMLKtTuO/yHxoNBwmNqDNPTV/yr44pPKIbSBPK3dspKh4WnHI2bq7QuzfXoWfZEY05daIOlh29Q9AGODXS34zrIyz1U08UHgZVn1faW9uSEaGXo7g8oG3hOwBYj0f4Eiw9YSkEijWcodIsRmhMVKAPytZWxtn/Kg7n0WVu9YQwRaQL8sDKkDJpTGvhoqYhzHDgYBDEPcpf+BBAw9oVdRgKoRKSDqg5gK2i5DqEHITHEMJwqSGRASoT0zqkGsPEtXmss3WNMQ8xyaNQgNeD4BKp8+BiPJ9rKMQjC+mkUQxSzeWmvhowDdcsSnfa7rwNXfpyZPiIurnACzdQPNJrErA0pZox3A4JAS1vZmAA7RHpbWfOSBogtLIq0xRX1XAMESweWC/rI23MUAsoqzHZy8/oBErZhtMbndfyRgFUcL2rOkXdhC5lzJ0PJsayzMF1Tc/U4p8Oz/QakjooHx4otMqbcDPaEPzEN4DyXF4Xv+B/0tGggJHNZGKYlAsXNToNULDFK3JAfusQHoJf1asUY9FAuSu5SePncHHmwmgx1/n8KnzSAPvmhsbYnrK9WY+STRsyjigwXZQnH6SQ5xqmLIopX1ksxMET8COBfCXe5w61O1S/uoITMF5q66tr7enWkwzVf/riRXvB8cmzZ+35syft6ZNNnq1z/6R98smT9tlnz9sXn33aPv/sRfvsxSftxfNnpNlqW+vrecVwabSAk7AIfuAuicFXczqLjCF+US469BBczNKz1wHOdtPQ1NcMPUvTav+d18qq+MM127R1ReEpq6XoBkUo3Y0Frp8Tl1/5oA20VMx8Q+b0/Ipe3VVbWl7OKID7VyjPGUEBj0zVAdPC4GDxERrKvwecUn7xvV933fR3hZ7+28d/bjBvx+vb+PXgdce13/d03YB4mIbIh/S/Lvis5+/3v0KHIa5f/13h23n6/WR9HkOV5TGpewy+Evfhw4f27t27tr+/n2nUaqc1Hy/cSZh2IuW319X2H8sStod6WDiWp0MvLOM7rTy8Nti2PSZxM9ju7LTkVUPaQh8NjtOPTKmY1H1CsTzhSQLxTfxQVvAfaGPwqujl2Rj1jenKtoi317ow2SpcEzfk6fa09rMRl4Lna4K2Belg29FO23elCWE7yQ8AdbyfIM++JeoY4BkPJrEX1kNdm3VRsRfgZDVpt+kk+0qRSsGHo4VREFLxO8yOCk+jc6FcV5Qimx45xJfAMdzRLjJUARgIxZFGaAVtsFaSwlVC/hcprGsxZyBCJ6iEEG42HMl9MfCB8INwqBz82pqMmow3yKhinvHCKuHKFMTAdJ/rMcWT4y8eoaTjrNKK4eNsuU4DIF5R9rU6FfWPo3PNoVLv76o6iuQcuvcywrr5k1FFE4kvntL5Gi/5LENa2R74ypXal9lDwLnVqra4u8BuVL4B+cX/AoOfrStTzxKmVIJEZcSr7uER+aSzZwXBV8l0gOL80ROMwscRubu3cVlop7NOXW8E1dhTCvTpDTm05PC+N47Op56nN8DiD0iIyBA6jaV9VwCObsjbnrcWJla2ctTKYdGZ0tjaYzUNWVO/At9xVRlYrvfC8Vx1rGfKHkbcnfPGzilq7HU4q246gMqOw+t+zEnHR1Yrm5mGoCy3+p3VkaMMzV/47VAkpXgd+SMTV5kyMQCCNMiiCi14EUOGvEnCoWPj4ldHA5aWltvqKj39jfW2ub7G9UrbWFttq77mCR/dcEilIj/z0S5hP8iAcmcPCacxDvplOz8/pfd1EVwjA9TPzYp8k6AcrHoLJm8d8Dw8FWn+WY8aISh9YFr5bHsq+noSh5L/vCpJlPLhNIVOXF8AaYuK0kN56Vw/x4H5BEcmbzlA/6KZ9JOnXhc9ITxVEaqHxdW5h34fGcxVhdTjW2kNPe5vev6fE7r8f/swKL/fDpbrc5/ZBnrwvrcrn/9dOE6W5dHjJvP/baGn6zh0OB49TMLw+tv31TYLbw2frw/6dpeHcF2LVOtWqr0bdBbN12F5Lt2lnqw234/+qeB0RJAn4USPDDgqs15qxwzGC+shzVAVy1Svu5lcObXKNx0E5DNpiMuUrA+Sb4YWpZNReoEEA76PNFAniZtxHo/6StztuUNfm7r/CFY/a7vSpmgz6imKimGnXbio12+a2J5tF46KL4184wbdqUklvUVLO19BFK/c86/WEwCOo3aUtW5e024zla3jAQyrVYQhJX8C8bvjItDnGbLFrkB5JjJVAQWKaBmTOAgdIlvBgak8S7oUZaOHcDCGx9ATGGCU7VVdMESkTDLYoxAfyBWCamQsrBtyD8sDI5QYOA73nckSXaZ47VELj1SQ3AM/QhpHRz9QQpLGvBBFRpAp6crAwnQUTojL2bweWUNBOhe/2DM3x7T7KYg1mTUH5r254uBMFg5K48/Flfl2P0XpCGTYXOaDR6bHLcM8N24spKDqpPnKJYYJnP0Ovh9iyWJKGC1FLS9OWobaHZ6XhNJTesnsomc5Y6RzlII6R5mr9OcWw89fMbIAkY5elxdbtA1NB5r3hmq8QX6Zx3iPTq/eSHrQ4TNKGhv8X7yFANRTmI6uiLf18ZlC7XyXiyyVTw2beLnKleQPeAjDZ8b75oYrlM1fWyrbwHQsxL1kSQeoesA6b4W30wzywOHKfDkPY+pQtjtuuVDP9+5ri1yNFfzR+EI7nYqs0KUcQFNPKgkcPfSbC+h4AV7nHJxdUKkHr2Nq+vpEsz1v6k2ccl+LScuAw5Dgay+4x6voNKLyyoWkd66buD7jfNFuL06jQK6ov/dkyBsD+XwpcHyDYIS8jKGLO/PlI0Q6NLYHm4GMQT4dZgXR0NSPA4mHa0ay5wBSZfuvjZ7kNTiDd9FYALYFZCj8hz8Y9+y/oTzDdBexHmAk5PHWk+dtfX0rcp1hCnifKZ6MstneAkKh4SyvVcglPwZl7FcO9Q3PTdPlrz+bDCVrv3r0dP36/07oeSePHuRfD5OwvTaEvxz9vuPu4fVkfXuYfDYJr8Po1/3+7xO+jVcPvSxDb9f93mvTe/ZZj3Nlv28NOBpwcHCQEYK+2r/jbbAt982/jOtGvtOsPp51levsvQJsg8/V/d4XDnUtLsqiZ9P09ML2Kh87k97YB3WG12n7xKufYuyTsmjAo+gFp2cDw3ZNfC9X2e/603vls4q0fHEpA+1he5mi2rWVunoJParuoKjYpug66UB28iYTNsLO22gEXcqkJS7BfCTWPgRbotM+hrYiO1yAnHtCjUSUrE33FeYu9oF9MTgaPRWgBsZYF1mYWcPeCeJQqAv98g4jisaG6XOVUW30Y0WIJq9zreabpWH7i9FNDcrY1MhDlashHo3dIc3374vYPtPxkEESI5WFuVYgc7wD8zxSqYkjTDUf5Xgt4yV2thrGAdGxSV7TD06EytWd5fQSXRDi0H0cFFD2FSkNv4T1XXzXDdj79rVJvxbolEAahwtToKHKL8ZU6ko+6MwtdQB/rh2mlQfz8yhg6i1MCszCjksOh0kvXJUKJ1SG0Y/g4epQ32PXg7WM7GYo3eGHb12QGrwEBU+vFFjkxThXSwNEATFGGmWNBPRW+FN/8E8dSFP7+VfD7o3J0Ondpz/kR09n6Gk95JcNWHq6tsF8D+WQPg5WeFz5jRc9G4GjLR5+MOPqAq/dj2fk1VFlx+HkMoQ2pOoxFr46CaenZzlOTuj5ki4N7eEQN50ge7zktSHyc5REr9zGlXUGyEocLNMowzYc6O+mWK4qdlGeCsMeuKNp45HTEzqkKAzyxqmUEdDcKz8venx82M5OznBmdAYu4tRcEX8Nn1N3BMT5cRcnylfLcXotrzC5r8HFeRYZnRwdtlM/5nLiRi1u2sKZuGMU7Sn36TH52in58hYQeLsIdGN9pW2ubrS1lZVaFAj/oxuQ8zi+yNAgpGCuEHFNPTNqKH9Ng/zmVSZg+9XD6oHI+0EGSOvZN46kob0P13XwOPIgDxzq3NnZa9vb2/DnMvKnTDoKoKOTUS2LJo8SnaFLlyRKS+SK2wTheRjX+V+yhIuCIIlHjzMUno/B+C6rHYbBdN4L++8b0m7I13Hy6HH9EH6P92xcD73syXOHN5muh16G4W+CY7z1+HX5vx16+p7H0MsW3x56mm8H007S0cO4/vGhN2/etK+//jo8V159pj7QqVXmI0+Dbvfa5zoCHl1veDboMHTHwDwdz0zFoQt6nT18ZhrrkO29E8+Jdp7ROcjVa5Mhde7SCVaeaX+RI/VhFuKangyDPUtmDjt53dBX/YXmNfo5Zesgp2gCcCGvVVGn2EayZw36WdFPW0T+bRMe9aaNbYn0vo5PU1G1dAzqzA8cMc2iloLUVbb7GgnFcReGkLgtHYge/+/+4LsvF1AC13g3Z2elUB3ydLhGw0gujCU9iLIiRQCBUKBArGimClCoKvkTejn2fM1f7wvDPLLa+83uakPlbm+tzUKbXVxq0wtjkHYetjZjkfBuIuIwOMUMxpJGD8KdoREGmSQlrChatwuejO5CI24Z3dBwJz3PNZjExWsLoRBW6wpce18aele5mxdU28iV93hgKnKdB/NK1FqwBnzy++qWr1VVz9Geu71YnanqdYZq5NeT81rlnm9X4wkaN+tQKfcuIjnDaJ3TaMzlu+BlpObhDQJPj0xFHZ7CBRdFjhdGKTt8wylxMVf3ou1AVuNFcOCXzM/Wzzpi8NIVoohCcFigrP49gdpZynLBkdAbXsGClOJOMG3nicFr01hnQ2985XSRVzlC+i3XURARyo53gLMR2fDNqxz07/hfaCQdFgOu8lk931Kswi150Cj4ZTFHB2x0vl/sbo1XOVRCKgvTmFacFGjlxrjgSrmwCKq7FXY16ts7e+d634vcY4TBTwN8eioOLnbSaXXNB/SBnnOkVS5lsg6AU2HKFeoovDWd6Z8+3Wq+FeCzep/eHpP7SCCrpxftFEPv66DoHGSypo3c1Md3pJ3LDO90xO2dIxMaZI1xyrV3P7eAQzPXllZGmTZYWV7OplSuE+hvAtQ+BuAHrfKhEfLKNVmn3IaPPO/07Ty1XXjd79P3UD2gmOQNbAkgFZc6RDkajZYzpXIrn9AL9gb3dw/bu/c7XF+2zfXNtv50A5jQDg/XMh2BVDp390/bV6/ftuNT3wjBCSBOEuuopINhG6Yc5aEHr6W5K+flg3VJ3CC3XvfDevTnvU5eG0w/mac//9tCzzsZjPv2MRm8t5zJ8nucwbP3Pp9M1+972tBtIm9P19MYjOuwDObxeQ/G92eGDrcbYYP3PfT4DrOX1cvr+aMHaD+OCnj4XP3R86ivAp17YZqn9/wNdlT6eiOP3vv32tDjq3zxeRwFMDzIAKXkrR51L3bHs5hqw0xqp28KY5zXZMmfEW0SZH0W+fsId8ob6FBx6h314yM9a6pyph0dnba3b99lSgSxLuOMDC8tzrSn6wu0zVH28lcvKq9xCIDvLrIacTtC6r+rG3QjuunikmvsjPpd3KE25QT5tLtp3xzyzENI1lZX53D+x+mYoHDT3oWLWW4z//b3v3h5ocdFgQ7D+ard9AwKhJwOC6ZCEBS/nXiHQmSolZC4El4F7lBqDZOcupEDBFpY9DUgjRPpVBPJRI8tIPmHgZ8bLbWZxWWUhEPdLiSxh3PWru5QftwLx0LsHdfWjhJJZVoGvwQAfDAsCo2H8Z4VKK8VukJYaKUMVB49KGg1wlFCYlDxmTeCbnmOvZiGQyWXBYEgnHRgKYPcUCabKqGQnfvUwbh05SZ00vC5c5p1lGlxJLjIyEnKAm/TERymvfO9apwJN2GykYxHzkXPZHe7s8tz6IBg6lDx3Plzd3TTk9Rga4DKEy4PPE4D5UgHDZh4VVHUjefuf+8hX6SZdXVFvnXTOGaEBvyFEVpx9OsbcEjcAN9G4TNDbwTS1DTyxJ7fNMflrZ/DLdoKIyvnMdRnx+fZHdIhQ3vMykIfjheOhi7lQW9FQ3pqCI3zuXWzfIvuw2+9l9B3NIuiKVIHpweZwekhF4ZsgfIwyA43cn965jcfbttoiXhgnV+epYHaE15AJkfIpq9pulLfVjUfeZ9qfktC455tnZ1SI489WL+0p4F2Ad9nn72gcS615TV65ONR5kpdA6DDsYiMZ8dK6Qm+6CnaoMP4tcmUr2kuY9xXV1bbxtpm29zcbE82NtvTzfVaL4CDsba0hgOw/OCMl2Mq/VCGtgEOdxKTIDpVylQcf/mCHgBj5EB61rSOdK52QR6VDXKReA6Sps1KK2/ki86CbVXdkJ0ywd26A6YdnR63Dx920pPb2txqn3/+newJEkeVBO6qplK+Qtltf9xvv3z9DseIdkc9HIVUxmuEsGTOo+sFD6/ViSruTPuBr/ElH2Uc+2FclwNDr2doT+jx3ld6bgYZmgxGSY9JPP6+h3DN67VBHCxvEt9evvf9mfc9TKbp+XroeQyT6Qzfrm/CJFwO05heHHs+adbzmN/jIQ3C0GnaYUsX4dgm81YAZ/WG8eEXeZ2icn2I8ea3TZjXNuzzXkaH13HwbLyH18qgo6SmMRjndek4Oy7qTtu/OlNjDjwsItjGuQdM2kLKLEGKjucfdRi688b5zIlu29KAg68mugNu8bNGMY6O9tu7dziyx2c2u9jWEWiujGfa5taYDoEj3+pS6jlDG6IoOyBOf2Y3XjqNl1c1Qmx/FjOEHio+OJpqp20OPWSrVT+Beab91EF++GxjbdzWVrDpU+hI7Rftyx6PtJvWCOk1aRM0LrZvexey1gU8Ak49JQ5pysBwCxFrwZ5Gi0qbBCJAPpDQ4yIdafPlNgqS6A67mLfvux+EUUgOm7va3caqIZudsqGDEjCsZvXAMAREapj60HGFEsLquZRRcr7eoRY5aSo/TuQWxTUfAuNkus84IjABUfc89SYKzHuHjs5PzyOEsKjmhWGqxMte0DDbyqe3OgxpClNBukOBVWNWcCibPH4jPoQPfEVO/K7b5c0l9IA5YJChaZ65SYgEq+2Yp7NQzCkBFay0Nza8IY2CKg39AIsNzEMF26/F38OyCyfkwIUqoVk5COc4YR4X9jatb3rZ4Wx4aD6FvdfHoScba4zAkAbE8+yhLOLFU3pYaMG1h32LIHNgbBylyf7jGIbTE3rZxxw4AB2GBr1gFQ7yL0Dj6Vv9R0UTWeNnGr3wLEaj8dcmIo4UlEPRlYl0dp5PSdHYuTYg3rL84VBJWF+nG/zuvzBcoJNd+ej1+2XEeWD7lobSryMcGQIPcajeBTBAV2dLLz3vNys7pMlrUciThtq3EPIN/dW1trG11Z48edKePX3anj97lrcFnnH+5MXz9uyJ3xDYzPcf8tGhLAxU2ZQi1ci7oOjswtGDq/C27+Z2hixD/DiL4pSpJB1Dbmoe9C5rVNIMouRQIlzXNzngcxSgsseZdulhu4uhTftK1SOP0lb6OYy/QIfAdTBu1nV2cd729w/bIb0iX1fcop4uSHRkSPkiY+ht1+MKXrmJkFNY0osLHuuUm6bkwjrX9GJKz731sM3YPvzWvNOGkU9TcJ48DKb36PcxZPz6fQXgSjXz9d8Ao9JxwOsaQaq20uH+XYcwlbdJHJWbfu1hvb593YPX5pUK/bkUmEzz60LKHs6mTfrhbE6PSvEYHvJw+Dx08p54y40xNA79YFx0M225aEp66mUadYc6Srn0k8TKaUZHCda9OwvqSkcBhC2MMtK2XcpCju0oZfSNYHlOR4vZQ/oBX9tucENWdEzF3JBRRRuAwkKUZStPjpSlXvS4tXGOEFindNqCZ+kczwbLsk7mdaTYtmMyD1GwPqrT8MgMoOwohOlBNUHV07BV2mKaDmfbJ3CTsTLHMTcvz+28oDqQHcrAQRGuVXHk3U6p6f1omTqeFAPduASA9Ymz9e/+8Psv9VZubqdR/iKqMEzTM/E9ZXoQKFEVgGosggEACy+BIS1Kz5+eh8rj5Ow0RtctRR1aVqnmHdI7PHsKdXjljkq7cc0dng59XeDRO6AWYZiVcNiU3pNMC7GJjOCg5HQCVDYR+DCeipLPinsJ6LCkDxlTOOWUIEQWnHOB2fYMPDJvzwE4SVT1Il2UmEpI5wSjlXfIKc+Gam2zapN6KlDSSGdBpyDKyDpaGGdKCW3uJbojBeCS8kUbdDRAGaKG407LZDifeh+fHGfh2Ig620mVb8K6RIG6Yt/KaDh8BWwErfVmo/AvfN9fISynzVwyvgcZH0g8dHGK9XWxlri5IFS8LC10hxBO7UgP6et6AxuBz0UBoRFUnDtDtoS1LDJUDP9T0Zo/Nt3NretHlAdHUBBC96bAeQruHN7bEnQipW0amWfJqgxg7Jy6yLA7cqKw62nbuC073ju//npm+Eh+h+LljTwyvYrDe42Uz82fnjd5HRE7OjlvhxjMbHeKHI0Gx+/8BE8ehWYj1fCuuJgOfBzCzpsqTvNIU+7zcSB4Gd7d61DZY8EJXpjJ9x5W1pbTiO/xzpVRSacsOPKWXTo58pVA4pwukt8LtAsVnrTIcCXXyrv80T5bWNiRs7XhBn6k8RcpqTf5TSSeyoHthBAngLgMbZo2YJQPLhQC2g4Pk0dHu+SKPAJOA6xRLtu7SjXDktIe3O1QOMKkA5gFYvtHtM+ptrGx1ba2nkbRO0Tr2x2Okl3bnuDD3lFNBWx/3EMWoQmdEjcgs9cGIqGZhzhZpayyVk7mrTtlIktx6oKfsix/bBimF38DzxJXMDPCwJ1HXn80iXlDR+AKSm0RsAXXI7QmLlOew30p3YIrbcMTAXoGT28e2qdxnAJziE976s+HYLxwPAz9nDzDWcfLzpIwhZE8STSRnlD4/aeH+XJNmkw/ep7M5880RMVompb7LL7mwO4M+IhnlZOLIfT00kRDZDkuinW4X1kIP03HtW0136Ihzo4guchX/HrYg0VP1RycbNPKm3IQWRU/aW0KyjNlRjyBPYU86MT6XB0QJ4HauoeIDny9TabMKNMBkbLlXfBP2yl+WJbHAw2JT6dhHn1OJ+f16zc4O367Ax2AXLkp5urybHuyOW6jRWUVXlGPOMDAj7xZpwH2/V2tCbPzpE1yAzYbp9vL186r4EpcKDGIM82prS5Nt3W/GbCM7tBZIL/80e7bRmb+zT/9zkt1+fWNXtNUu7qsSseAz4uYwECOw1CCYEUlUg2vW6jKFrTqAyIWQkXmnOuGGc0PA4EVzZvKYQhA2A50m3L+mt4VRgxtGI9nUEclJCiQTtDOpCgTKy1Ogf2ImyCzmIsLDYwfBnLUIbhpyOOwkIUft2YlUxFQnKu3qg2yfMugptaPcrNIkIjuQGiwTJBX7DAQ0iS9IYUicCmJOitgRlzCPZ8jrTEy9n4VtvQE7eFTRi0CQaCB51D4zdVFep2u3s7UDJ6e75DeaISAK23tCTodYG8um3LYoGCahg6SPdKNs4Lk/LKOQPCCfHmjo+lYIUROdVA3Bc/DNDWqU7RwaNWQxYJW0wbGvQ6Iyl+jZV37SI3neNkQW344deRwV8oGoPXIXHbK0I7aoyQN8DQYTj/Zw84mQyiIET1fX+NzAaY9Ss/KqIqj85naxpjIJ5mtUvKsIlZmbFgqFY1N0UYFoVwoZ6UsRO8QJ+Ds7KKdQdNTeivaHMBk8ZJD5eSOA+Duf64HcZW/8nMbCwH+iFI21hQNMzpqgYzYnrzXoR0vjcAfZcK9TkB6I9KfzFGi4OqHchwJuxkcp/SuEk8Cyiu+hOzhGkRIHdM14KG8GQoAY+toGpDi3hClSJwK0UNQ0lFQAQssv+lhhD2jOM/CNQH5TErziWyJ7xVOHlilyExPyRcVtLJzP9OOj07a9s6HKLG1lY227BcDs7hWWZTX0/XFTL+5Acz9w5P26s1228VpcIPNKdfGUH52hIQmMaTWPfUwXkXOM86SQDxCAxJ5qvoZLzW8rmcZ4eSnbjAmgYsyoKQAl+iipBCKj01pvUOpHGATXuZeOqVsy6vUwvJI3AAhPBlCrk07xE3e/yfpJs5JI47QwzjxjuEQB3nLfeS/UkfOO+/7vde5J9565N6HytNw30OcoeHaOqa9DfBynVDl1dsvBTsywTmLPClT+5G3X4hzm+uFkR2aWrPjc9eTdPzTYVOfYCVKxuUGsCkjHcPUf3DseaYeCLesz1BfQ/CwvhEIYdI2kLtyqP2VLMQQU4yjUBaSKvLPcqqzl+wP8tXhGyqNjrz4z7aDg8P29u3bdCpM7ziEBnptZQYnYIROUjugI8TdH3ntLLm7n7o5C+xpdXKi27JQ2Q4cOIU22PC8WeNIAo9cY0Dzo0Pf2spIe6w8WyE7bNRVGz2NY/D//KfffZlPBbswj4fOh6rQNW4uYMrqZwCq0CSa9Sxiiw0VR+BFOI2JhnQJ4vm4EF6GrwLNpyAeUeE5kpgtCNtCp931oNYOSFxHEmIEbEQImcw3SMwwjTIUnvSEZLLPLQpOpYdOnIchipJzPGJ+FKnOzHX9qBdl2puzMhmu0tArZOBg+Xqo0kHDnGFk4mW0aVRsPpOhDrFmt0SuU/qAh8rS96AV2BsZOeQvHKuRKiCLGBONWkIMIk6CQ7mnx/T8phGUJfJAM55Zr2uH66/P0/N2+NjG46IwD4VII6fwSbOiEZWnzBqarQWEvifqeYQC1uCaJrhJG8oQN73f9F78kV/DlPvhmemssfr9wYgRLBcKopQsF9DKCT+dDh2AmlKgUeMYZM6La2kylE4GBNQRkDii9A4ceh8tYbg1+shMevk4CRFCZUPe00Biq4BFtNNQ2bZYniQdkK0fz6VPObEeld8QRc+1jpDb2NYwuiM+NE7y1R4EwOB53q1HvhddlEke1zVIE0d2AARW8DZ57KVwJ72UG2kFHvxPD2GOxq/vlDpYdwnHv9DEG+gXRalcAlf6GG9dci/djbOKESuVXSlD6Z4thVOe8IY01LP4W/TwUE6M80iQDZRjiclvOmAqf0HSishbjqQSFr/+ipIOnK+1OrrCDYmm2wXy+e7tu7Z3eBA6LS+vZZg37QgHwKFfaa6HeX/vFwSv27sPH9tXr7fb4Sl8sBo4ASUvlGMdRJWyu6ynPuCZdTsGnsX5lm/e87xQV58kt1HJb94KFddhRT5yn0c52+7lo07RY748JmklDj+9yzU/8lRa400i0x5DPavD68IuDxJrKHn1uWwsHVkg03Iqn7wgnfJc6atuabs+G9IY3+89eoj+G/Aw+N+Y6HjSk3h45D1/nDTuwk+5PBGbOCJeK6PDM2sSmaEMy1SuhddlT13bcem6y7weppVl6nSdA9PWyORjME/qRXx1CAtWp4Fng8+V21JZNT34kJdf8d06UQPw0jF5GBWyfeVs5a2nJ3E0aY06E2O1Bidgqr1//354C0ZDTzwPUUPpoW9tOBKgUIoPNgO5B4rmFJjSSDkDNtfp8ZPG0dt7F9cjx9pSdVa91SdmJdu+sWQZK0tONWITMMR2JrMoUpm2FgAGkgTFA7M3BVEdOpN16QHb2ETCuqbaEIVKdqWUHpyxMS4yDEOPRksvGuCZG+N5uB7Eah5GgkmoBzj0QDO8AQANcd4B74IzMNHQBaUzMziKrwwyHemTx4M4e8OVx3vygKPnlA9u1tQeWVZgxoiXYnO43VGJDGXqieol2ktJXgSVPO5u5gIWOX11V+/617aozucr1OAmTuYB9wzrYsAsM70QFQDlOTztIjQLFs8yOrUoRkHViVAAFTyFM40+aCqUepqOIBTe1j/7F1h/0kqjOATwVv66Re3y6mrbWN9E8J4gHKs89zsADo971FCcPPEDRCphHaEM2bvJDHEXV85nW1/jPRcPnY9yv4QMnVG6DpO913joA+710Z2SC6ceHGa3uXikp4tgu8f4NLhOL46x9dAL2XSnRKeOnKq6OL/BQXKRzF07z+uCnK8aeDnVAgjpAA2sU218Q08UOjn0VVNM5QBIMGlYm9LoMNVakyz4g4crLsZUZsDbBus0jHPTOqCOvIzcW4BrG+o08uLbM+4bsISj4EeCXCC4SJpFd+zjnP32YZPfx5edOkNO+Rwc7rezy9Pw/OKq3pHOa5OOAAAzdDROh4l7e8c60dLUNpIvXfojj/edH8KPk8AR2eE5/6pdWk/SeJ14QvITd6MjzHUUOvHW1+2ppWHaM2VAwAdFXvw0DjrquEFfaZ7vfswtAsMhVeX8rn14v4MyfAdNWxuPl+j1wWfkNwtlgWvZviF06xws+PsK5dn5ZXYURFwsFkRdPY1sg4CYi7dH1wnRAxyeVJi2KfGzLYmzw8Yq5VnO8sEjWeB1HLzhMD7pIjt1TRLqaJvr7a7DMH0dma8lHdoJoHUfTB3d4RqsEpcRKq9z9hAP4U0c0NQ65WmeKa9JOhEe88qrzk9jTZ/rlMFZvnMYOt067XrwXs3oIagcXJsm6T0PzyInZI0smJlnTgE9PBMeP2HlWeQFGYXPkXGfWzZ4ui7q4Oiwffz4Ma8S9hCZGA5l2jqpi+MgDKHoVrQSx8RxLU+jLy2D8PBMXGg32pzsUQOOQbHjWYn8H7kRTn2D/5GeQnI6NaN/wiUuz8lmm0v7Ve60JZTha8qeU2eai0lLfiwTKlGOQG2XtgeH7JUiD/VVtxeForhJv2CaevV2bdm2pdK7PCRpOkzkTUcNhmmHSwc6Ng/YBYTcAiwuXyhDAS7Q44rwc8zP0UuFkHoOElSF6atxzudRIoJKASXyJWD86YHUkA9M4fpCw0BpmoIHg2ylwDBKyisbDCmsnh5XPa8KWmmPzuQoHQNxWfms4eVZNhPSiPEoxp+0pTRLCciYvtWvjTiKdFBimQoAL/GN0iWPUyIG791j3550hJ44lU2/t3cqjfINd8smhaubM78NDjpaeQUr9bWRlMKOYiJOpyejCzCmPGHoPeCoE+be6tbfHZ8WxvYedTRanIf+Wc0YcfBVqEzrwhe/Ve/ne1c9xuO2sbbWNj3WN9r62kZWkS+NliMkKu8Rve1FR290VuBxtqzEwXG+3nJ0dKSr9R9YXXSFuVnUw71rHpzPNSiU59DEfPaCNaSusfCjInEmBQK+NiYVgyMFM8ieOOgA3MCLuGoYdNOenJy104urdkH+Czzqo5PLHGdOYQHKDTaurou2Ohzn1zgt4K2hjPykMWCUFADua+GfjQFZA3kdtfTukScNuB8UUvlr0K8xTnro4mkeaeQreM7tKdyum1HuF+nZ1xcAcQDI75qObMzBszJQLuQxbh7erGSFv/gdnR23o8OjdnxaewhcuOnPQEdylqKFBg736RCowHS6ICvx1tk1CSXf5UjXCAatQi0AFPEs2TOouG5tT8CMU2A8+PUNpGyjEbKEkimlVfn0ufJetCMf+Ke9cZjjztf46PmrJ5wOkL6XFzdtb3cXx+eUNrvQNjc2Iptph9bFUSzY4GhLejm0AWXp2NclzzQaRYcoEkpBHQU/dYIhbZjygxNI2KGJ0c1ICM/QCuoa8YsTrnEmq05IOjA8F5QOvwsto/S5dsTPEZu8m821JFEq7SgUPXR+TAsczuK/AP/nF3Wq7VyQwVXfGgWOQpeczhcFG2FYD/EqHZUROOqO5hnqq97z0JCqQwQizkOniusyzlBooId8lh495H64/tsCNQxat1PgAD6qeT8E5RRdlBLw83E25D5oUKbp1Qr5SBtlGp9rdTu09SNu+PC/ki+6mefRt9aVMuxAuHeAh3x0lKjXp3S/uvg6Mt7tQT+89zBY7zLEg27n7GF78PDaPDpN8q54TRuFnKU/AUJh8iNv0ViHtPNUNc9q4zzTJDp25Dobc9XbTOKqfbAedRSOciwkhhaS03Lt4Us37Z/ymO/a2PkxPXkjy8RrC5QL9xNRDzjSoe64OEOv0r5sRzYRKJXyDbJAPLPvzbmvGqMv3WvEtW7pbCM9f/JHP34ZZtHo9BIkmrt4qSwXEGJfF1R6VJ0Kp5nCAArQaKkkY5RJc3+volSh4NmRbtHXBFHgkol6kMdKODcKmjBgdmGpzY/WctboOE/uymkZEeUAYVQ6HgbLySISy4eJPndYTryyIlTiDs88m17nQIKoIOWnQ+jeOzRpb9chFE13dmkivczSsZBxMSDExckAnsQsgVLZYhgB6HBvFo+gbEyvnJO4RkAUIphmz8ghbA1JRi94HmqAuz302VmHRB2ukeGupEYAVDLg6KdmlzBIkDpKyUZ6R/z52Sl1bxhxXy3DaPLT+C3SA1teWc70gvPnjmQIOx/NUaC4dgWuc/HOISFaeZ2zFomAFc9sfMvLI/Cu3p8NXEMjjxXWGBqJSFxfXHjvnA/PFNZSQDoQ5KTRKe3C8FVUX5MjOvAyBC5dxR7+2+N3b4hjevu7GMKT44vMyx9+PGr7Hw+ycdLZ0UXb/rDdPnw4wKDQ6AB2QU/x8PC4nZ4egxKN0YaOTPiN/Tsn8+mJ3nEo31pTlWltTVwjAK51EG+qHsOrkfCzuPv0Si4on+RxchxR2VxbbysrSxh/5NLGLdFIsMhF9D1l+gqOH2Ry4Ms3CISbaRBo4JcNNdLKzdrmWnv+4ln2+bdnXK9D3WU0KBv90B4uabDXd1ftSmOAjDn19bC1KDB1mDU82RkQ2crQoQYmVpPDHqg4ml5SQK84nCClGfHLmPJAZ0CZz7X8pJziu/IOh5RZ4RCUKdMYQlPopezp7F7jkNXICgdCa/s6hpeHODgHu3txrP2M8ebmBvCjNMwefKS7owC+hnlxftt2Tk7az79+2/b2T2NUAEwlUHxTOGIWBx2Ue3Exv6Ne1qG3e2UsG72Q1ynPbPQCzlWfMh7cRWZs9wb1TsUXTsIzffg6lBN8+QnM58qBOsvn3hsvvSLbA+2MV4+AUe6ld+8IxSEG515mXVf+8IujOkvyrdqiZ8vTUCkXqetQVofjdb8XRuFWcYE9yIFnYcURtCzzkjZOk7Qjf8/T6yP9zMMFjBDbkoEMMwcv85mz4GrArLt0s0wfeRaEcDjFsNaoaOHrc3FO+iHEmPoDvrpTe2BaQ3dQEwBoz9x0wu+wDF7b7m03LjDt68jE3c5g0oeN4Ccg5YO7jMzRSw9MRZf6Fh8dor9F9n2tWFuHTQCGeIXnXG9vv2/v33+M3tTpc3od1dDWluba2ho6moi8bg9dFUUdadu2TcQVSOUEom/VLego8XTqXng3WOdL2k0WcUNnO+DKhXBG9GNHi9R1BjypQ+TcKnGt0+Wr0zN//Ic/emn7TYUBogI9v6AyRNorc3U/j1DmbmRimiKSi+fuVbAogSzEkTD8VL6XV25qYGXxqNMwVZCWUEooylCr5vePZ3EASGefJz0b8stkG0bNbevRFzO7ABYTaeQSRXgYNBnhMxltHp+lPI0QwkVOuUyZwoFw5LGuNxwZQk+4z0iIq88ty29iqyAUNturNXAqwDJV0ipTV27rzTlEfZdeZ80Xy3wSkh+cxBXY8C/whCR37e1kzgiYzuWTlPJxCBBOOIxTcQqMS4QUGNaAaHdgyzQMRoqqDF+QW0oZMCe9GI2Jb3fofPRX5KSNoRqMOMobHBDKdjTH1fY6EKLmENYFhkjD55C6z+WtfPdwukUY1kk6+7M+9iKjSIAhjUopFa9srAqw77lXGQq0gqdwy7ua18rw7+l5O8HbveT65OC0bb9727bfvm8777bbm1dv21e//Ka9efe67Z/jKOjZ4gnrXDhC4vf4XWik/NBM0I/Ki4ZBCVPuStErJ/IoSgbal0M7jYNTjcVVtvv0XA+ODjDCODDgNA1vNrc2cRJL1qyDyn8JmrvAbRma21u8vsUzpzegcXAjJ503qWULsWcVOYaX7g2wubXa1rfW4Nu4RuGcnokTWjIfBxU6ib8wNaqWKV+Flx7MIDuZziJYXxf+SOe8d8zD8I3n2bzINBz2HmPAOIenQ53Ez1GtGAeNjcpFpaKzRL5SuZ3ryjh54vBWPZ1yiQdEgrPLW5y5s3Z2egZeDeO/1dbXV5E72hjw4ygCJ5uKUZe0ezoF1xBo+/1h++rth3bs67eWnTqVbnAhV1fYBmnlEUWuDqHuOkRQHGsg7tJNR7PkMWsl5HTkj3SpfukWQ4drqOel3H3uyJnXHspPL1sZ97mH6aVj5It7dUi/Npief9BempVcmr7nrakD+QGW8lccQDn38N96aqS9h0nUhAuAVF4doOKS1/LRsk0c3ppleG7odYgchCakyfMhTlS5E47plAdDb9/4V6GrzkOtUaEuZlI2qMc0cpFSyZcRJp+IR/JbplWArmRUlm6QvbxOx3N1Wa3hsWNYelK4ycdhWvGynp0fXqtP7PCZxtB5FxjJayx1cSc78CI1z7lPtPoWmgLDe/P1NSbKNxafLJynKFd6gXPW+6CnpYd4ywfL8bVYe91ffvnLtrNzGB5KAnzkNqKZLK/MtvXlhUZ/O/xMCcqt12l3witd6ZEdRCE4VG0nJ9iba3QueNZUrHgAgbZo+3Bh4Hjs2jx0HXCazjN1KXsHXCqnjp/5t//VD15mAZWFcbYg5y8seLzktqIrqeAMyqTmFuS4hCaPvQBCDWMVgeJIkP6cxt+mnRt0ERoNnKcKCKmBgyEDgetbh+7tIQOL3sPs4lwM5emJw0EIJ0pRRa0QVDlVnnEqL0mmcnScIEO7PveQARyGCEiEo3aTU7jciUzjp8CEWfzs8ZrFOOe79bZsAOVhl4ERonSSng4Nm7ccFRcxXeT1PIVD/ISZBRwwR6Gw5hag95X5XQ5HTGK8FT5oah5l3COfiLxypAJng55Rzb/XO6jOL8fIEZch/+WV0EMJE/9sIIQL6LNOv944DFIRVsez9bWSS3reGSmBBtnxTRGjnOwqR90cGvSjSBA1Q3h6znEcoKGNynUgqV/Aq6CoSfjAnc8pWz7IIzdDMk2UGocCmekPYCrgLsg7PaPHD057O3sY/C/bN7/8uu3v7eMMbLdvvvqmfXj/ob17tZvvlR85UnBM40IaxMNyFXqdM7cYdrdLG4l19lnqpfxEJkr5iYd8rp6ijaT2JleOT45PKeewHV2469a4PfnkObQjHXWTB1lMCn/zBcJx7eqoYGbeGPjpNfO7Jv4c2YvCkE/QbnE0bovkESeH8pxDz9sP5HFaYmm5vl5YjlxaUHCTjo4G+Q0JZbOmnqqHovFVlWVY30oPMu3QpwbHKN+mKVpwPygsZdt65KDeRKU8/5M7abVLFqHiowpRjKa95JCnGcGKsnEb6eqpOOJ0cHgMP8+yr8HTJ0/bPNpPWQ8w/iKHwFKhO5Sq3vDtjJ/8/Ov2y9c71JM04ICQUAd5Jc9s/Y8GzKMUfTkJNC3qVk6MZeRE/tDIiNRtaA9DfoP1lAY9SBtDNx79PrSbuDeYz3vjO4x+H/oNeUr+lEnxEVaV73WdH3Hhj/uB/hzCExfRr7jKJ6/MN4mP6dLuiO95u3Pe7z37XHxTbrIDh3gBFyZVN0OvjzKeMhUy8sQJgCdxRP0TpriYVocLw5ZRBe47jF7uAJhMZbiDJ3iLW/QZ9PI6o6Y4curYlKU8D3C6HHg2v/C87/UXRn/mudKDmsVyQWvhHnqiWzNCAy59JEEYkTeOohP5RJn46A3i0qbROY7i2SkxjZ8D98Nv3n/99Texq8Zrgh01XB5PtfXV2bayNjgB2EV9ErgSkiivlGZVgoMj0G7r72j8zY2judhZ2tfJKZ22C3lb+q2cfWwWncnFRehmRwFI/XV04XkWfq7/ze//4KUeuMEhBw1U3vXHGGT1+Hg5iNn4JJwEkmhd+KpRQpwQE2Lwu6Txn15iTBBeN1LxPfYMX6GoIKsFxWhgQhGixRzTswtUwh3e7EUVoXuFOEUIunDIGCKUzMByLUNw41BAwrRBuEj5AMf9CyKY/KUAQsEUVGHk4aY7KuUMEwMhr21gNXUi9PbNAwUAATNQxBltIKsKcVYB4mmEhXRJ65niMnpCPktxFMJr6WmP3FcFrQNAzE2dEMzQzDkmNyvCwaBfaKOzodxgpFSa7hPgVrAanNSZspyP9DvxGWGgjDgy5Ba+eDjS4yrVjNhgeOW1Ixtu1Xtyetx8DU7nyvpc37qJkcPkOC7uIQHEWAAhS0MOG3fe0wUve7A6itI7wkj52RIZWZKaNX1D9oSh0QLDERQdx9OTs3Z+jsG8nGpv3r5rX/3sF+3j9l482d/7R/8oc8ny9xan6wI01p8+yQY61zhgux8/tGtHT8Avq2BhhXCVaeVCh0PFqGPTFYvXJQpQiDo7dyaDnC/TYdw7OIxj4mZ1G8+etNW1Veh1AR/AHvmQt4u0H1+HVaov4NPMvLRBASsr4NAXbCkr5xi5OJypvw3a6RSnDXxdEIeBcqOIwE1v3hE0+ejolNvu+gpVFrgSL8+d0zREgSmvlKsz7OibtPXb/a4PidEhnpYamYuUUoa0V1bFz+B1KRwNRcGwDcTJNC0CpCzZ4FWC8hyAEoPcKCaFRTknSb7fgALc3d3NqI4jAE4DuPiztoF2QaA0cERAZ90phOm2f3Dctnf2ayrgELmH2OoS4SpzFmV75dLCgmcZDOVdHMHfZypocFXmpQ3ZTZ40hhpiVZathtekF/4ETfp9v/bsMUkn73swzmC8tDOPQfgdrgKWDcC4t75iWfq016N4mj3lbUuk6QavRu6gA+nqqHwxsAH5q7hOlhsshT/knXze83Ahd0kHPE6FfQXrZnqD7cnk9Y+T8CgjbX7A1Wfaf3umbsPr806rXm7Hw+R2RntIZ01cyGMapyjj5IGR06riYv6sCVPXDbR2wzb1oohbg57fZ71sQ2AR73NLleQ+NS7GH9rDYXSChh+ektefzoy0Ma3yrx4P1vyz3HQeaPcuvsubL+iZs9PTfDPBrcvNaH8KFd1Wlnzza6GtrToiS1uzfAlhWaSDjMFP4NbXI99M4VB3Y/naxfl1Fkbb7iID4K5IZ2QUx2IBuL5+6GytnJN+SmhGAyjLBdozf/wHP3pphVIRmOAKRrdKzUICDITvZ8eLomEVGUw9FOi1DS4YI/QAUUk4t+/CrVsYv0jPZrRoD0FBgCE2SohqlvtpVxDjZKAAfWfRnq4GwIfFuFxaWsrsve9qJDQIPRwpZfpufMxE489CFj0T7lU0+fKTwLi3/FwbOOXVRAyFRI5QVHFhvg6S9XcoVgHT4OuJ2UBJgdHREzttCygge2wlaCVcuQKYjIlgDvVQAURQwNFeuvOkMzgCGQKGg4KmKlxjiC5wyC7OgEW8nLSBWQY4U0h6Xw5DSwsLVHjrjQYUarw90isY5HGBo8OvlxhMd+Tbp4f2cfegvadn/er167zHam97b3+3HR0egqdrNGpR4iySm+YCnAwHSsfE2Ou0LEcO7C3RiHQ+JKL55BHl+2naNFyySpcSbm9c0KZzdZtXLY+PjlujR7y6ssn1UTvY2YWG9+0Pfv+/av/L//d/aZ99+qL9/Kc/jSyM1tbbZ9//Xvu9//IfZ1796HCv7e9+bFfnp+GTC/OQiBpyphx5Ib1VHK6/EEWQBL+BL/A7fCKt8nEO7T/u4QQ43cDz9Y2t8O38/CQ9f0dEFqjr+vpa3hiwnDRcy4R2cSgI8sS2oKGLcjMRIQoGyI7kPMWZcV2CdJC+zpr4wS1bNJINDPHEiUH25flobvjOg1M+KkIXs8EH4/zWgWnkh20yhpy8UTBRA+JIGfyki8ekkvQ6yjCypOLlx7VKPL1s0w3pMw+MvIlzLcx0tIqyKFOn+/jYT8geZlrk6bMt6LUAXc+op3SgbYhTkR/a6SxNtV9+/ap983anvftw0M7zfrRDnuINXuoRaDKgYK7AEFcdH2FV2yad8MQ3sJPbiyGPbK68/VAmrbdhkhYekzTyKPmtdJP5TFN0nggTcV0v6HBm/4wYU/GmHHCUv8JKbz/xnrp+U/cVL6bpmTkiZEjRgrdunLtOtJzuMHZ8ow+47/WwLO8f4pLLhAWyh+D4n4SH1IHrne3fnOoG4QGZe89DEC5pOr3yLPfQyHoRI6zQyfwDbupgjWoARf/4fRrkH7k3f3AnjzTs9Y8xH8rp+Hd4dW0+6U85yixpbSvq/BRD+8zIaOgCj5ONsik/7UC+Ayt2b8DX9mCackqSuh0dH7fXb95mmtOyqWZ6/ivLs21jfdRWxuhreBs9ZB6LIGdoO4y2BxdtFPrh0ukItxSOM+ACYTtp5pPa1Fny8M89ZmZn7RA5es4/QNkJC30Ijh666Hzmj//wN1+KbX0W1PoBlIZ8giJ14x8X9zm0PDuNAhC6CgqDr7fdNwHKkJtDqdYapK8ubzCOHCj9heUxOp1ePnlcDGFSkdJTur2zcc9L3nYPZSy7r5TPhi9RXAoIRkVPnjgbRz7cQ7zvIdeiOwFrNUvYNdJRBDBCwnit3GiESBBiZMgz9S1iZ0U7cGS6IpxEBI2GMFX+5i/Brqc2YpBPL2cJJecCO5/IiCzYgGlUArRqC0yhZioAA+EwqU6RRtJvJ2RhoEYUgOLmV+pOUZ7n7hwIs3S2VK6Kp4Kn06GAz83M41EuZdg4QcUHfe9MG4GGXpShUbzIsPEdve0LFOxee/Vht23v7rdXb9+3nzvs/s3X7eOHj+39u3f0vt+3g72PeLDbCJ5K1lX7S9TH7yJQaQWWCgGaZ9RZXuHI6Hi4unVK40H5MUY2RvLYu5aWmUZSfuQbQVrG6OLSXuCgPHn6Sdt6/mm+H/CGxuMIxdbqWvuHP/4dx+nbz/76J+308rhd05DGK+P2ve981sa41o6aZO0JcpSRq8hEGUF7J+KZYXuOWj1OwZSbRAhI5AMZq+Fpe+3XWZ3uOgWfL7rgjfROOyzbI7cuZFcRQRAOwUkrG6jOInIcPrlBVLUrhwtdHS8Oy6srbXV9pX3++eftx7/928jyQvu4f5DG6WiPO4hlSNvdBoFNaQUfoj8quKHdUdWsZPd1RJxRq04iUaJOhVMpJpVgVbsMCzBtEsBStjO6wFFK1TbOc+hy56JWEvpZ4fTowEUdoCzcUlg+py0sYLuu51L5RYccIsM6R+t+02BlnULL6VtcKIdGfHRH7JW74tkRxJ/+/G17/W6n7R3BB4UZJ8CFxJWWajniKMvkl4/tgEgvrtPW1VHTPPOh9c3ZMqy7hBGK7dLHxpXemLz2kAYG4yZDdMAQFzpx/IoxJT78Ar/cm2a4N+SaOKnon3zuIxIRqAEvcyUn92H1gEY5reIgzkSnmjpelB8lX5HWoUJlLn1aMb0OHe8eVwfX4NHvex0897Q9brjhjzK4DzyLNa80lVEpu44Eq2R+nmv25Z1xOpK9TOF47nxQN+oEKJvl2Ey3kZ0n2ldeLzdv+K78ohgoM6+7c2/+R9l/PCzDDqK0si2kDSSe5yB0YxtG7o2XR4U4J9uFOhAO1sivtkXdRnvAjqjTNcCJJ/3B8WH7hk6W05zZiRA4C8SvrU3hBPi6sTQAP8shj2PEtiFqQxEk5C9ONsZfk3J7S1uhwV9fTeWDfb4e7ZRZ+i8mt11T/DyFoGYyfVwOBvh75rDtukGeI3Iz//af/uBlhEbFKRFAQu/gxK+WXd+1paVlGqyLzEBKYgFIAsppxTgIynWeFRiRReFdUABEmRuP26wGCsAuLyOScsCDXotfBPPrhTb0aYd06J1ZUQUnvViYmJWbIC1uMl9mplBCGM4xSF0ZXhqajDWdPWKFoxYKKbQ2Pp2EcjYyxE36OBwodlc1kyD16MKXwzqR1vyWLbNry0Y9LJ0SNzqpISqrmOkVcYErKm45Uzio6CwXHBCigBMouM4Pr0v5SVlfkTnY3WknRwdwXKdEA+r7rNZTUju844pwyuPpsh+JwdhCoQjz9X0ZoPTIOEp5l8LWG33/Yae9efuhHV1c442ut6W1tVb7d/vNeQQUmrsT4Ql4vHpVW7z6jvx4vBKauhI2i0/APdu3KgvwcQojFiM0HrURjp/f789mTNDvBnc1w8c2GuqvLAQvsmcuGTwPj08RzJv6rvzWk/T2f/GLX7ajg6N2A97bX33T/vov/rx9PNhtJ2fH7QSDNFoeZWvem8uzfON/CYfVff2dIrF8aWovwh6thr/fT8qRXnaMGfipnGOwweOS44RyfaXmEto4TaQTsTReTE88PYjkd4SFFij9qZ6wdSTkl06YxkdZ0Kn2FZ28jgmMrS23zN1AGfiq4Fr7sLvXXr96kxEnB+10GN0xcBCqtAGdGfHPR4AUfZUXB5SMPEXORUoFyElZV9kqZ6ZLMA2ncgJUjhVtqPfXzVcKreS/2om9V+OHkvIs02GmJ9YpCwt1Qe0xxv/g8DDtYml5hTqup+fmolOxyFbLwBHXrHFwHQEydIKi/NkvXuGcnqIqbPd2FDiiA6o9SuPePmsxljRXiRfu8qUb1XqdrodKS7YE+SQMQ9ruEB5gU1CRo+rqtfSN/huC8R4lT3Vv/p4mOnWIU7aM98zfAKvyVFruOTL1EhqDg+2FRL2cxAVmOQDGWV9D4PFzGsnSTR49w7l0QeHS61N51WeDXhFgXaR9Vz5pUDj35z2fetGYlClswHhdifKHauA/aYeshdSQ3savSQzfjM4zkw/PCfLFw/saNbUzshi62LZ8lqlV65BCKq/8UCasm2m8D46U4VH3yF30JO1AG0CRPqtRG3Q++XyuztB3JGfsaNLYDtB7cqp0R42c6ySbvXrh6GTy7tMW3rx+h010zxf4S36nA9bXZ/NmgA5x6qODAC7i4Zo58UiNPKdccdCG8BxzoPE/oeNkHwVzFn9BG51D+UA3z9Lz1gmAW8G7eKjlLv2rXpr5N//0N166MjePjKRCFxnOvybBXRvTgEdgrNKW6IVULTqQOAkaYZktcSyOln2Oa6LSmx0tYRToIZJszjQQ1nIidjTw+xm8OYg1h/L2PfdurOz5x9DYMIK4wUr0Rsqt1yimK3odhmow1bgVGPPJyMoHZlBJpWOvPN4jeAgnXphGgnxRIGDncGWf76lGUt6oxlzjlNXmwE9ZKGVHCqp39tgTdFTBUIq2GlsWkvQ6ANZRjXw2GSWv8t/b/9g+bG+3nfdvI1DLvuOBwPkpWfNaTq0QR4AxrAqNK9PHNAx7jw7F12ZH1/k0sGKkIJvPaYD39PR3OFzp/vn3f7P94Ic/bhubT9reDsZ+77Atz43b7/7WP2j/8//nf26/8d3faNtu8LLzMR982XqGcd5YDU+kx70Cj/ovmtHoUD72QrOV7zxOAPRSHjRY0swvWimpNK/w1qAT5Qpgjdx7HJP9g4PQxN6zr3DuvH/XLk7O8wbI2dFROzw5gt/Qen62rT5Za1ufPMWTRjkgj06LLI8WaFwrWcXvant3yXKURR7VkHEpB18rVRhsGHfwKcoEnrr4xqmfc9emXF63/cN9erMn5eTRMv2I0CpGW8fF4fdF6ik1NJi+kmijV05sA4q7+99fuKmRjgTwIgPIt3RaX11rT55utQUcgny86fy8HZ+etIvTcoZuwEMjrgjXYjioDR2RIJ5dph7uV8DT4J/2OU1bto7gpiNt0IAbqD156x7zHZlU0WS6RGRNQ16vouCBb31IFDr1vCbVadMw2IZttzo2yvt75OXLr75uO8iM602Wllfb8+fPcXpGwcu2r/jokNmqKDo4uzjYPR5cT/xXP/sKxVkLeG9QjIqNuCpnNvFpDVs19chiN3AVo8G1jYmt8HV0jBdGh9PvH6/li9eThqKChsSz/5DmSj4E6ZKHkSuDfAhZKDMdlAGM1DNrRiM4B0cSVvmPOFhux0FAXqvXck8y01uWZ+McAfBaCBmRI21GFNHJXsdJAnevTV95BF2we7mGwPEhtCMHJ+jBzzpkCrISFYyUCDzpLGx+1tlkvhFQyX1WeXhiRN3zr8omjzQd+DPJA+vYcbyhLRj6s74+wPR97YC96OA+pMuwN3Hyw3vTdx4ZfNb1mNc+VyFrf7iN/VFvGmo0j7TInW3XPJmS8iH/HGXVVkq3PsqrU7EwGqf97O3vt69w7n2DzE60y6fGi1N0ABbRp4voqeINrZb0PORauqYe0BYWpq2p90GP9lrTi2e+Toud9vPCl2GhOsfD/I6O0c74l6lr4nKAsD/Tena0mqoVITyZOa/ogUDefyfOSuWVhWTj6P8Q4j63XwuRVK4cCH4+0Ui5vp6kOJkoc2AKJhVVgcgcd6GbmnbdAQSzdxMFXF8MzIYZGtwQWOWpV1ZCEuKooOBW6ka8jcpfxVm5UuyG9MBV9MBQ6ak07BnaS1UZWbEIKcJLUsJQX+LtLWWIx/T0LPP6HlS7jjBQd+IVQDcMynASwqETk4YFAOHIxexUFyEcGgrEjYLXgYLebhO88/5De/3mdfvw4UN6n+4/oDFwbrm+N3BLz9ReVn2P+wK66Iyoh+LkUI48cGV6hoThgzzVgB0cHrU37960D+/fZzHIs2cv2m/+5m+3Z88/pXj5Ac+n/WKkq9Xn2w9/9Nvtv/y9P2gvPvks974dAGSqrtFDNqC3dZQ3cZbcxhUYkRfg24MNR0ROWnnmSIML74DCdX8tbgVHYAXj6jbGJ6dH0OBdOz7caV98+qL91o++33784x+2H/74B+17P/xe+/4Pvtt+9x/+TvtHv/s77bd+8Bvg+LS9eP6kffbJ8xgcX5mMU7C8hAM7wlDP4QTobUN36OWmRZcXl9RZujpNo5xBS+uC7Gl8Iy+2BdAGTYyqb434Xu1Fphzkow6O+Luif+wnsVU0yhZne71T0wvQ3lduL+CDzzTMczg3N+0Ux+YcPGwLvi6n8X3+9Gn77hdf4MRsAH+6nWNEj86u27GvS0Jjy6QVJJ+SfUod3HXQxUg80rWKQfetFKfEDFn4xzOde50ceXV7V1NbNSpGrrQf25f8Kr7m4LnTZC4yulbBAc/tr+2l1AJB2xAOLHUQvqM97r+hjHo4lbi5sdmWxsvIBzLmZ0x1TGBE8EOR5SNi975BsYAyu0dOT9sOtLmgLL+3kX0bbJNVHRkIjmACfobor/BD3IEP/mlfg3w6epDHpNORMnSnwOfqOu89um6ZvK80GmfvK08/lG3TVJkl657FVzmnypkqzVAzh52E6EPKDL5ep2Id/1L8HQ5/udbcCMNOV942Ibm4mFPSeG3bV/9kR0RwVwZdEJapL+RfXSrfk0/AyQcfkAPPhtQpcgMs6wscMQylubZiQ1ax5Wc+jtDY58qEqb02USpQ18PzhFwWffNsCNKsH92ehI6kU8b9xLjb7+7t7UW/W4+M8tnuhvSGyToZOkyDaUwf+ae+1qSemx7sgSls24UwzObZamcUrLcXEYdG4aI8Is4iIze0Bw/5pJw7Na5zAQuzrkseaV9dTOzGYXaeBqJwJgBPO9Vfqy/8xK5kLR0pnjnNapX9Xgn+QNYKaCMu0RuqCweKnf6lSaLXdCDEkzPpNP4uDvfZzL/+J997ORRtKakUZKFi0+0E5aUn4mdYl8bVs5YYCiW1i2CJkx/zUHYc+lEJSVt7P5dcOBUw58pnFy+Rd5rCfRVL7H2v2L3AZ+m9ZfiJVjMzpZJ0UdVFGdaBMBIir4jAwN5YMmxGPpmQ19akFKEzuOfJAggUZhhFXHo4Cjhw7J3Z48uQKs8vULDx5Ia8xulwyCRROT939ekgIJQPJNKCN+dT8ubZgIdDmfaVheUCSxWlH6Nx4aTfhc5IB/R1ZzRfgfvwYTubqlxfX9CL1vBSoAohwqcKVolQP7ibbw0gDML2i3QOL9vzU7imZoRNVoQAMYnyONg/aB/onbknw/PnT9snL75o4+V1mQZe9+31q1fV48b4fXjzrr355uv21z/5Sfv61et2QPza2lr7DAP1hB52LUKT4eDkuhDYqXJSqC3U+keRIg9xuqRdDJBvh8Av6qORtWFIdx0We+q+U7uIwfB7+uZ3syp3OPz02bP23c8/o/wXGMnP2xff+7R957vfaZsYfnvSG+urbRWvGzDxsuWX8qCTkVW38MmGptOlwCofIh3Z4pDH7u7oNy80Oqazx+t0ka/31PbJNC4a88JoLq/+LCLPfvp3ZcWh7tWswNeZmJ1S+SrPTsvcIkv37fT0Ms7DheVaNLgow75LPcbxGS8vA2spBtepDLd17g12jEOz+eRJ5MSdwbLFN/DT+wA/F6Y6tWX9lOfsBAatbRvpFeDQ+JqqcqkDpAApT46emU8SRL7kRWQcB9f0cf6LBuJpGkdnNCg6Mhm9m6OeiPqFGofnp9Rx+8P71Hd1eY2ezmZbXVtH8WGELIdjDqffqRKnj2w7GuYbpwIA9GZ7t/0f//Ev2jcfz2JzqERkWuV35zvZKlsIaLuzLdU0T8l3GTYzgQp0s142w+oB204kvOw3nQfg4Vl0Aok9G8xjkupJC095LX2juhFWTxfBp8xyBswDHPAqZ7x0gAzXmFqidVBRpldpHh9zXyCrPPEr/Tbgwk/j45UZYoT4RX+Bc9aNRHfSyoibsa4iKv5D21cLiKNl1HXVv9e7l+tZVOI42psXb59ZFfBU7zuy4DkoG3gual33BrK0NH440jmajJfzoYGWxqgqvxtvr8Wr4yls73ucfHP0ULvksx7Xr4VvR1SdKf/7s15Xrz2XQyAu4u2/Dt9pTJ4h71bUtOq1eiW2+GaNhCddrIp2yNEAX+3OK9qLtA/guMGZXw98t72DbXMUQMdluq0tzbaNzTl0tyOmlB048nCgLnhkfxHKhRXkpT6UapHO47sY8A7E3TGVPzrOHMYVycBZ+W6ZIrVqvi3lZTqi4BCHBr0PqDbz3//z33qZyqigAKBACtzXxuyN+miE0l9ZGqcnIKEkmvt3K1gOQakwVfbxWmUCDdth0DOUp7DG9MjGGK1pAFANEKCapMsnEMk/DdEUYrLkfHnu4iOIhcLp3p1nmaGgOLTdBUQGW2Hr0I1/z5NnYRm4Kn9SwwYDAdCJCeKS+Vzw5FGo6FCQ0wkOA6k8nXt3IwZhKyAavMx/AtR3tMXFxY8jngnH++y2iHPgughLdtjK/AqSXr0jEDcoT7dRdSX+/sEeac5ENdMSIILCxNvz2rqCg/RRl7mpjusXZKxN0oWBY/ij8VT4nZfX6Zq6raEzqh5nzo2F1peWcS5wTjTCSFd6yljOs6PjtosT4otuyE7bfvemvXn9Og6K30l4Qi/12fOteLIaf79+p+zaOHyLICMd5LWOkQ8Fmnq6p36jt31xdtlmb+1F1hSGPFNP1l7ueMMYFD3fxTmnP2i8xNubX8Lo+n75s62t9JSfffa0ffrpp21ja40ev9/Sh1fAct4ru/jBRNcC5G0N6CNLXcDnqAqiFhxt4FEGEDQ8VxY5nLK4ur5EJqANeOsM6AQcn2DA7X3jbtsOlujhzsJ/nYBNHIBnGOl58L44PYnM2Zjd6fDI/TYoVyfTBTzOCU7Pj9rZxRUwr9rHgzN4c9+evHgBn/xIFLwFB7m/trqaXtzK8mp60te0RacKXKNwdHwYQ+OUhAY2q5kpU0Y7kuGIjOt6Ls5OrXBwuLsnnrJ0VHQUNBYZweO5+XQWs0ZAOMqbkiVI2nlkyXl5aalzipxnqoFkxonTGxzHXRzZcxyAeer44pMX7emzT+IwpQ3C82kdR4DqMuugtJmFNr0wble3s+2rV+/bn/3Hv2qvd/baMW1tfnEaOQfjtCdlBV7JT+RRfub1SfDIgkBwEGPbf9KCs23P0a1J5d9DDBA4daPhfRl3jaIw1G3GmbqMhSUABjjWWIMFPsr4ABdQPC9jFDXjj2fGFf7ql4oTWetSWYnnf0+rQfecJ+YxvhAJHtFvxKvEcx8LTT2sI9zIJkrweAba2Rs1lEODDND+dC6TXl0tLGBYTj+nLGDadsEkshj6Ei+e6ufS9dCNPN3Ad1x7fIIPiEudxc946u3TdJSApRwqlUlOXg9DcCGPh0H8+nO/sCqddQI9DCmDYHo7FTr1ykevm6Hko+CbPrQdaFB7n9QISjou4GYnzVFLaWIHJtIubziUGR1xGBEdJtzgG0OD3nbROu3TEYyvX33T9mgbC5STDhJpxgv3OAGLODPoLXlT1YxtkX41Qky95QJliE86Io4Go0s1K1qWs7Mr2gmdU4y5RYsX/Z7IyNw8ujCdb9oMPzuVmZKD9Oax86fjMPMn/+zHL62cFS1h4+DPfsHhyUk7O73K2wHugR6lTjz48N901bjcprSUB9kBrOGH3u0MN+MShBaXMVAoyWxKhBE0LzKacIcW8j1gqs/hYjeIy3MbmAItUMvIwreBoZ2pEQKMbWdmFxKD5zBaoSO9jdvNFCw2c6DibkKeq5hwH6pMbsEuZQnDs8LjfH0ycNRCNl8bvGlXKPsrmKKidGogWwgrHFDaEnQiFKCa0xWeuDi8dUGv/wDh2A2dVd7STM9dA6pqcFtbe5jOP91ASz3NG8q3R+qbBdli2NERjMUCafU+yzA4JeMrbJaFwgIf58bHC24jXHTU+NxjDG7OMW43l+0Mg3V7ecbhDoX0QEcL7dPPnnC8wPC+aF/QC19ZWc7mNlmlq1KOp91pLW38h9Gg8TkXpQubvbd1pMDfkSMFXNrbuOzFSQ+yUFv4rtxBhGp45ejpBGncXZHvaEHepadHdYNRq+F6aoL3XTvc6ZCBArzOIjYuJSoYRGaR8jzPR558lOFjKY1HTN70+OGV/MvcN4l0hE9OjtPLVcYXx/VakjvyLY9H+R7DEk6ubcHevt67DbG/Gif/T8+h7+lFuyHPtIvjaJZH8PDgiDyUtTh2r4e1rG1wm1unGJRtHeEaqfKtidNMKzhVpuPpu8cOvVsh+Zxd+gjOKeoMuoCR5hZHp+qvEaf9aDiph4aYhkG8a1p8Q8emIFVMW3VAQ7d763M/225nyG37narFtmfIvE6O30n3ldJ9Dh3LldWVtobDtr6+Dp2QzZRRBtdNS+KscOh8q2POaSo7B8ftJz//pv3sq1ft6AITBmpTU/NpkzpiA1rgl5pQC+SN+mSYnYfySSFSrvKc8mpNgMrVdmd91CWFhziU0VduS1dFHwCrnlW7r0WFlXYyv+dyEoRvOeqY3mFRHguG6GgUqjXzn+e1ORblSEtwk9aWWYflF/6OIla7Kr2RePIGLkfhxXm4tzZOy3itnIoWWYKbwaTR7zyTzx1uwfJ5Xct2F1jbSVP+8hvSpObQJOkCDxgBX/TKlfmEnxsIICwu4wBEyJQj6mpB3gqaS/N1nKRjL9Nr4w3GdT3v2dEA5cwQAzw8U2Y0nOrS/kZBdwCEFUeNIM1pZmCvTZGHg32huJvoAAw/aISeSivXwUv5smqRYOhFGxe+MqeudfpMJ1n59/XAb968zRQuWKE30MOOBKzNt2fPljjjLNDGHCQCQGRa/1rIM5Et62K57khpHYnBSb6GhjPTCyn3imQ31/LMDqR2Q7ly1MHOkbzmWdpK0TYOGPAcTUPd+O2A33xpJZSafLOeBL7vqwE7Pa2NW3wPesUFaghZFlyYLBSR6AoCjEWgw4gwHoXO/QUlgFvzk7BuhrJg4VQkjQcSmlZPPzv6zWpYFiG+8dSdQjIEKWEsV0+Ns4ztDdlrpwxqi83BgFJJg8TxujNc3JS2CJCConECjowXVpwA00kYKTM0MtPJ9wzzky573/M0Q2Zew3RxtDwXG9poVIYuXssufFRGmMkLXayD8/n7+3sxLqaV5XryDrXVq5GUDm1iKIlzAV545PAUAptXtnjuClTnvecRKtPqrKVxmZ+Ti6KE5+55rtZfpue6urqM4dpomyurbSStNJwYFXvS6ytL7cnWRvvOZ5+03/jB99oPfvT99tnnn7VPPn3Wnn/ypG083Wqbm2ttdt7XU9xQiN4l5Uh36avyypqQjBbwR737orsrp5ZCf6jHvTjmAzPkrcZfjVJc58E177cCY36mRmQ0cjoN8uTq1hX7p9kiOAuWKNsyNKDZHpPg/7yKCE7C1WmJPFBmemElMmBUb2yIp06AnwTOnDlwlZNLXGUX7J3iDGsUFjGimbrg7OY3a9CRKrSzY78SdpkFmg6jHx4ctBN67L4N4FsPOgJ3lH3rdJdfQMSA+9ntkwtH3HwVd7F9+sknbZG6uujv3sWu1GuRspQLjxqFqvpIB+f4M60SEqjgOANT+YzzRxpio4BdNJheE/zRmERx0b50CgwZyiR9huqBm7lMfpFO4XPhOhgXIu3v6+AcDefjlLeEg7iyjvFfhSZr62nvkWloXb0sFCPpbAM3tBlKzgZMr7Z32l/+/Mv2y1dv2+6xmzBRX5R7+Km+AAbM4w/ZUqjAGWmoDgLx6bU5vTiE0g0yl7QEP5Hep/PKOTC+ztLQw3jPlR6+U3fbqWnqIEfy+azasqHiqsyHM/XTsgmjOxYaBJU72asc0I3DxfFYRuHYr5NvgGseYnOvYU6aSv3wC1zq8RBiVCSXXaoKD3nIPxm8j3HgbNqcpZXXE78UEfqCk3iAnvFgRZz1Kx0aGqSyScg1eUJjL6Htr3ECSn9UvQ3BIRkAwTl15xy54KwMGadM9zw9v4f0zcedoL3pPZSDdNYGu+Bh1qJppQna4OJiZnEyTl1rJ9I6hkukp4E8PK/SVWu2xUpnR0i7trd30F6/eZWRxNr+XZ1231aXZ9uTp0t0tqgXtkLbISV1EqZo47Y3RyKqDDKBqK/0eW0v/uIKnWo75VHW7IGPuOuwpK2QF/MAvKpbLEd0n6DkGIF/2qaZP/6vf/hSwtpuXPTmNq8ON18B+JxeyA2FjV0RPexPHyDkr1cFZZ5TARJCJ0CPCEAw3y1NXaB0xbUfXpnHyLuO2RqEsCAXTx8YKqL5hWUM+jjDE/Z0hWgjck4yQzSUHdg8kRCdOOKioUavJU3mgknfQw3vUc4DMakDp5pzFfdSkNJAmM63a5jFUUHLmwQSCrgKj/OlLl4UpnKcMrECLhorpQqu0FGByKImylOhOJQjLHuHDg3ZU3yY1sCJ0u0KfadUmAAmPk4O1xr9OEQYRAXF4HiJQm1v1K+VOXQ81gmADllLwKHXPodStWdZr7YtZT7ZFe1rS8ttlR7t+gYOHkrXYdsnGxvtC3r9LzBGLz590tY2VtvKGt42Z9/Hd92Bjdchc4fbRFPnw0ZUrzAqE2BInCgoZFGE4O+Xrwpz0kJDuEglZEg1Po2DX9bz3d96XdORDkdCaOTQJe3OHzStBabwUzje2wj4ZaFMnAqrb3MDHxARxy4fUcYAi9HUIPLcNSA2eue2+0ejNIaqL2XANRzHhxh5nLHRousB5tp4abFtbWxCn1Xo3dr+7l74qJN1enzSdnecGz/BCbjIOhCHtv3u91Wba2fCo8frmhm/S+BmRBenxzhh4/aE/I6w+PolOiOLGuXdInz2s8R9Z0nXhCgfTktlvhAZVW77Jl+qfumGT02dfVsFulOWisRRjiwcRSlo+JXnqrO5oI01p30iPtQJfiLTl1GK0APY52eXtcYG2OKysub8/1amLSzLtQLihuTCQ9uiPCc9+F27RTWy7FbD+9D0r3AA8jbA8Xk6DHg59OydKkNeomyoR2QaHvqcQjOSoUOIRBGdkGYk33Ov8FV790iMUTkPF4RvX0sLz5Fhy0M2bIvVRknL2euexvBgPIdnFp1rf5yFYzCN+sWjDGLxh4s8N9gbDYyJ0PMZhOW1+i35BxzUvVkYmFthWE7hkE5Mok1FKKZ6lZNwdNwDy2gSV3qzPNbTEJoMcVV+xCTpU0/iRD9gfF4FEMGzIkMCUKruXpt5KKLD7/XtoZdn6PW2XXaHwHw6A44We5Ynrk9SR1h/n3sItuMvDX0WHRxZqRE19YdOQFAPHkVP5Um+KYPRaZxdc9AdCCLT6dMJyLQkzob0dxHjq7dveeYeAdSZst3Tf2V5pm1ujWnbpNJ5oF2JV/STpVG+hlyZ1MBb+ztX/9FmKSZvTvmxPj8Cl/V0Nkb+dFDsGFWHTBgcxMdGkxdWIwKmRUbEGb0w8+/+6EcvM89G4ihOiJV5coy1c4f2jmzYLl5ykxOKrML4l9ckRJzrYk55GFbglvhLGzuHPSeHOkEhxFPVOCwUT4f0U1O4B9MjkHRB1Wy2XtXYGjR0VkhvJ5ktK3lKMNKg+HFLpfV0ZCKpLIJI62E6PS2VX3JDBAVNIeAmjSAbxDhsr0GR6BZiSN5bmOW7qShxeorO26qM8phz4GDE4i1CPx0RKZSeFfA87PW7ulWhcB8At+kVL8sxfwQA+skoe8Dyo08LZGjOn8VIMR5qJKyfQ78uJitHoHq5DlWn5zftq3H2AFXMc9w7rI4BgZ/2ZH2Fz1e3Rksu/HRxml8kdJ7d4Wi4RZpaxeq0wzx0QB4wkvZUbYDhuw0FXJyHkv9RpMRbF/kWD5QYt/qMsZbnAx/8aZQyZBr+KX86kO4aSWOifGnJI4ogT8bgdJHN7+iVjYAzZdrwF0hvmTxMg4tHTr0jN8Erp8QrL6ZTWdqY7VU7zO5IgL1rHpHGEY8beOcOdzqEvnaJs7U43zZX19s6DoC7Ybql897ex/Be/nzY2227ux+z26ILQD1atsdeaBfX0+2cLrCf13ZHPdubdDg+uMARuWyb66vAXcuwHtSQ+6knxK4RCPg166Kj1Au+2jZHY+o/mzdA9g/283qjzkd6C7Yj5GB2YdzGaxsZRnT18D2y4BcYHd2Io6Dyozwdgu7onkGPfMyJ45Aev4r0+bMXKLiFKDzX+qzhOK7Q+880jfgO/6I45TXn7LRJ23A0TX1yRdnv907aX3/1qv30y9dt7wgHQfnH+VPPudo5I2JhUvEMgcu9MpGePUd0kWl8zr8yfkapG6pupZc6HNMkceKsj6F6/coHP6JMXTkARrsmE9fCKbkxb4c5ed3L+nYZPvXIlzzrQaXpB8H7Gj3wTLkG4XIU9AqBZ/wQeh0sQX1QdOOgTnHQBeG/BCVtaAf8U+5tLwVOXoELdMgI0sTRw2NZFXzk006DybSGBzx9js6VEtIw53pS9AhWE+knQoft0evuof6ZDDoA/ehOkvt6qL+8r3auQwBM6hybYqnIiSOM6tpyIEggH2wbnE1PVyHpjE+nUn1NXtCIvKvf7SDY0bRic3Mj5BS9wP3e/l57+/ZddIr8cdRqPD/d1pYX2pNNd9OFHqIRigiV62ntiPfwTzUnXc2LbTRdRphpS9IyI3dmwuiKlyh4a/bgnvpynTaDXHAIo0a8K/3Mn/zRD19muJoCMYf5OYTm3vkqi8OTQ3pm9OLdmhbvJp6GOTlbnN5rDCeYOFxp6c5b+/3oy3u3ID7N+9PL4zUeCRvEeXbrQiUqa6nTbUwdRu3eoUAM2ZWfJCavAl3vPpdyjSwD33uVvgYlNRQVoEgUay5RjNLA2CAyJCRONmqImWtwLkcAKktMDBxcJCP1mKohUvkeQxZD5EgEEHQqKlmNGlCG844KBIAieCq7PkeoAXHoX+Pvkff8KVehtNzMsZmT6zgB4OiCrays1wxQxwhwKl80MAc1jfc4xjivraxgDKbpNde8+eyMRoIGoUMBDhp+NxfKannqkk1zpJ9KgooMqKchxNsNvUsiskskhwpFQfbrix4x5OT1dRMbi3tUx/tVlqif9joLuARMOuvtpcLYh8yMt/dJUmhlmQ5B6/w5FYAsiA95pIlTDFmHwPM7jK6N0VEO10z4nQTrY/2sWxye3Dv0DVzS5lsQUk66WmF4Vqt5wQFlqNFzFKA+4euIg6MAlH1L6ZDAfCdHJylrfW25Pd1ca+urfrOhtZPjo7b3cQfDbh2n28HxCccR9zqe0+30Snl3Jf0IB/CiHAroF1dG2GDmyNvp0VmUyfLyRtvcWAdHcE1bc7W/hLC34TbO0/mGQGhInTTKvubptx387LCLL49OT7Jvv7uU3UDLf/KH/7L9iz/+f7eNp1+0jWeftPWnn7bR6maeHZ9j8HV2zi/b8dlZ2/m427786pv25Tev2tcc77d326lD9ZS3tr6RKThH70buy7C0EkdSosYIwHj5S41JrwPgjounUVZOh6BI2jFd/j/7i1+0P//Fq7aD81OvDdq+4BP0VOn2nR+RxtAhZ8ovfYB+oixX/EcH5FpaiIO3pCdt0BFOnj2GinuMF7brDRQLZc+zMhfHIEq2X6s7eCrgIXSj5BGHWJjiUw+B+/jc0YwBqUo7kd8Q+g1ncetGr8cHBnIdB5xnVU+e+7NoKYe+4zbFJD/6JWk0XkYGtmUiezjmaXfJooblN2U6kRCnAb7tWNwnQsfLs4fB+94pGCJyqE+mKURdUL/h2eS5YhM6zH70csRB3el19D/xLhJ08Z3PbPe+MaDRt0MnZZyWsq65R3/U3L8H9OHsdt92kqACtKOc1F0Z8E0f4pE1+ZaFtAPunhOkkboFnNT56iQd6lkc/lkcAQ31+w/vaT/vsRXS3dFKmsDoHidgvm1tjNvivE6bcoH8Wzhp0LLRV8q7pQUbbU/OOhy0r5QDTmFLjfTZ/js5BeXi6qwT4catvfvOu9o+FwW6tsDO0syf/LMfvLTnrwAVoaEOd3rmrmI+RJnpwY7w+kMwGZB0EMA/F3pwYT69fhu7Ab8oRPCVOnu3q/RC5ukJxashzx3KKopcBYYDcOswuB8agiiqR5XwzB3CQy27MBhcxLS4QB6FUliptIjIck+VVmLVa3X0HuLhFX6BQsL03gkO29uoPNJ7gbEx+tTPHp75FbAbLIJ5I9AcMt5FZAVHYXMItKYVPPRIZW692/qBHtUpCtGphWqM4lPBRgLuEUC44MpmGzK0K1x1AChDpWUakZdxxOtpjkfzWTmfV4UQExcGzs3V9x6yXwD0cgSAy5TpMG0avkqPujpl4z4C3TnJgjjOHjYGd8VSPRh0eBw6N40OQnoexDtUPKVTZ6MpVsS7zdyU9DKCe3ubpo8DMfBJntkYxfEeD9mEztt7L52jWMAjuHNfRLGMgp36Qnfjy/jojMoj6qZ3Dn/TQ/RIvSyRtJxrgagOiu+3X2YRoErFN1vyrr28tR549fliF0ZVI7e2tIihHqdeFxg43+7Q2fUb+u7brwNweuoOg87b+XlkGjW9cdfaHB2ftXPwsn05YpZvgHOt0dOpdA7R7Y99vW55vJxXEqWPBHWxo7TPK7aRQWUGOkpbztLIKQN7y36kh6Ihyyx1Q+lsPG8/+OFvtk9/4PEP2mff/832xY9+1J4+eZatkX/x1dftiLqPlnDWFxbb252ddrD70WLaGGO/5RsQtE9pom7K9stD798pO+NvdUB0UswkQ3gYnSC/ub/AEJyhqH7y5Tft//fnf932jy/T83cVtYIjHCUqiot8yphAqgclT9UFPOOXt06kCznyI42HfJenXXYe8z3Ge02BaQcP8fCVm8hI4kzRhdmqKCtUvPIaXeWZt8eZtpeRwLXh4fkQTOPx7dDzmf4B78RU8L6X12E+wIEeiIAXtFZx0HkddAj61NiizUQ+YKjL84ZWYg08F6TCSXppn7rXw+Tz6HQKjgMu0RkG7/vxcKuZ5SdNOdd6FbECvj8TWYcBfvCbCL2cXobPvVdveShj3tsGfEU3C6ap1y1O+JT7UwBOe1OVK7wSSZlO22btknaQOKtu6KOZZhHLzg1VSNJJF/Hh+gb7cOOIF3jaAVvA+bjAAfbV648f90iLzEJkzFsbI+5ba+6hMUZX2YbJn6F99Co4q/59Eymv0aZ8dZS0KZSFZXsKVvDT9XdOMV5dSLegGKK7SLjscqWu9APOBs46uTN/8kc/fumrI/KgFk3pKQjYYcxa3KYCWlwateVFdzfCoAJMoYlHhQLWuAvABVUSmmLibShE9qb8wptfkRL2jMZeggKz8vsCA4hO07uYG0eQ7ZHpPGgsNJAqhS4EMrkfMkEYPErl6rnpvNeYVRlSJsORHDI2uAJbHGsrUudGB+8Khd9hK1wZwsTTNL3xGvreGI3zMKNGv+jq1ryumj6C+bs4ANttfx/FPnDHc4chvkEnjLY5+FMZQToYm3qLfyrEn04AGfJaDemdNnAh2ueffYKirg+zOGecvQLIYzmjefjDfRYIYhxrFEAeiKw9V+qfznfNFVOB0NMipZ2wbqeG3RDtOZMmikE8FUby++VHFy/ac7OavoLnAj9Xyvfv2lvfBYykfJBmAzWCp7RbWsIrpuGkN08jcjRDXkrz6tWRIzjJe2Qw9XCUo0Y2jC+elJA7slMOQDXQNFiuLc/r4MC9h6/wucbh7MKhb3vjpIMnjmxRZMkzdUs+8NdgS4Ez6O2+Duf0uvW0l8EfpDDkh1k9f3Zx3U4vbtsF8FzOdglPD53/B0dh+llmTZ18ci7ST+ye0yt/t7PfLs9O2oxOt2skqJsyaGP288MuKrzDwZhDdp3ScdSDVpu62ANZGq+0lbVNjDTKcN7FRyvt1dev2//+v/5v7f033yDXV6H30vpmW3nyefv+97+gllPtLT0WHaCV1fUosacbm+2z58/ak6fP6fG7DTM8gae35FdkpY2LIf2qYrY3pnwVpPxRlvy4SRYZw78rHIDto4v2H3/ys/a///9xAM5wqpEtvwlAtsiD03nKVclfb8clKdEV1pM6p5X4rmxEQtl4TOdZWZNX/d6EZQC8VxY9lCvvaXfA9iw803cYykq/tzdp3Tx8Vp0lm4v42ppKtiptyZjXhg7POJ8pex2+wZPXhZPncgCSZkjXYRnntbe/Ap80oU/aTJVVOHgAH4ZJuUzJJYJyTAsPOkwNs/F5bgfM9Fyn42PZwBeXHPwMXqu0PVueNCSlT+roZQ1leDaIzwMsYcgT0luPPB/iTd/p5ZEyCPXGU60DMJ0dLPWui64NWZiXsuSHuJcucS3M7Gxtae5z15bYG3Y0PCPiprVsn3FtpzavAqofOVfHr3r91y4g5jpyg2D4bBalrO7yVedTbMDXr77OtutZ3IzI+ObVwoK7Ba60zXU7a/LOPp86yWnISTksuFY5vOS6evDqtalseNb35XH00meG1AFZkmvaD/OqF8vGFdzCueDO/Pf/HCeAi/QkbHj8XAXsQjfnSbOKmYbuDmgq6XkImQVZNh7Sh9f8C2AIk95gNISNpnZ6ukQZOreqwss2qzyzCcGnELs1e/YoUGA7JOIwpq9UyQwFT2MoEcUzxBB7ycXJnq33MtjKGx6ZXxGlwElPvRKILuKaT4MJjMCt1/8kUHZWC7OHxSOpII8mzgqFaSavPRRGd/3zE6p+Q1qB6UJcuFXwOsMzQVPq2FDLGchQNnSsRqECq6cZ3lZQBiU5wnC8ePG0ra4tIwgX0FSjr4BjXFHGGSqnHEcYNJaOMtggYshIA9UihDoGfThdp8Gv47khziy98wwngbZKJE4DRzapySp6HAnoK4wsUKM3qweuYXOBTHgo3iRII8sokALNQR5rZVq3nvWd1tp/wThxLmcm8gQM6WydNQjKXk19IBvSgrOMDeflUdKqeKAePDF0eTCYJqNSHO4QqMy72C0LA81rIvLHkaEcncETjb2yK94cvk3jXg7W0VdVHR531Ms3CtzN7/DkrJ3gYNzi/NzhKPsZ4XMMow2XWMqhLr7iajvRsHPvHgQ30PbITzrTs1jEWEubOGHQwwVG2YKZPDqDWS9CO9U5c2HlwuIKjoq8RrmhjKzi4swYOfDNm9v2/t3b9vqbr9r226/bl3/1l23v3Vft6OOHdrS/146P9trp0T5K5op2imM2qq2fdbgM9izS7gGqw39zq2Oig6UXqYJWZzTw5hlGxH1A3D78FMfmw8FJ+4+/+GX7yS9etYNT2pVt3SFQhB8U4zTIE9u7nY6iv0+UGaKov7xGxOBjWkB4Yf3kewXPtmt577PSFfJd2B7qCUMfBUhHwVwF6CH0+9I3JXcqXmWx5M9njzLpUWXXtfl6EBfxF5e0AxlNKLn2EEfhRwUir+JpPsvx+VCXoX7WvjpISjt5+S/80oGVx/KVe6/FscovCFU+9Se7bY9EhS/PfZKRRy6CJbgHPvRKbz1xhVulHnDkL1wxyXBfx0QarzqMiVA4itGvhsm04m8QT+Ntk55v0LueO59ibzgMdmDqFULogKwZpJF1LnDoY4qw/aqPlImsOUFnOuINYGpU8uS0nPCrVy1x0Bu0U8/mc0qRFg1sOy/1qvYRDsm7d6/zefQsWAZOvX49055sjMDNzY7Ul1LIf8CB9llDgwwoH44GhF+goyHX2dG5Fl/r7nMxyoJp0jmgFV+A+na69lEd8Ze1hkpbtJz5H/7lj1+ipVKZCAKR8fxQfu4qdnF92U4vz9MzWB4vZkOcGpYtQmQPfkpVoCwYc5rKSCx7HOf0hPRYDg5P6HHdtvHqUltEKboeABZCZBX9Ioi7KhhBo4Flnt2GAC4avd4gKCCEKaanpmFof+3D0IUkjANPrwODfOIk4UyjYxECoFi9d8FbCX998c90NiKfTb5r2htWv/faoOH3tSkN/87OTnr/DrN3fGSA6Q3GGZI3fzAH7oEtOODhQsW8ronSqUYEfUmbooDjkBpyV94w10+ebLanT9aT1zo7HKYxd5MnjblxCreGwXzm0VmQvnmTAJjOuesl29tzCsHhNN9ysA/r+/QqXOedxEX+i6+jLb76lx0WwUURUNiljR5oFjYqlBgHHQB75+ntUV74Y3rS+mpj9VrdXXI+ZdmQiqVVZqdZFiqiAPI+vjQhTgXllYYyQ4EYVuub1fDIb/XalIlqOIZSoKk6fLpuV7cugnXx32XhB+2RbIy8vXFxau2E3jn2iV7xQt7KWF9dptc9yiZM0nFpyXf9ccZA9eP+Yds7Os001w0wDn1LAPl3BbxvxIB03oKQCjoFfqrZ9RVQKgZYx/Pw+CTtT/l2x0blQed0jFMg3lN69tTR70qokHVmXRsg0WNscA5CPuquwySuI2T5/ua0Hexst49vv2rvvvp5+/Lnf9Xev33Vbi6Oad84wjo+UzfwT4cFnIUjhafAjoLLEeAZ8uxooW+0uDDVd5Wd979UWaF43GJ4/+S8/eKbV+0vf/l1+/O/3m5H5/dtcXmBlu/oW8mKXhVX6RTYU8Ul4BllEK/smiaffoZlUWQewB9YmHbhRHH7xQAA//RJREFUEaXJs7rWKXlsZ94bPOsclgEWnudyOntbjvySTliPgfqTp9qhsmRcwTdo6IvYpaPqbJm97Xbc6lmV51H4hQ5JW/rBrDp6FIterDr7XC3utFrBpD4D3ubv6b3vuqnqSyRB50V5Cx7+uPcn5KQhPs4Y/BNOHnQHUPimMd6TtPZ6oKPBzgER/Jm/p6UsdKpldppOHsL04C6jn+qKyWeGoo3oCR/woWvdJ+9EeuutE+DQvM7rixcv0pZ8prG2Ut0BFH/bs3Up/eMIJHJsj5x29lCe1YEnyqR8ky7Bk5/rkkhI5+GcPPdZVC3/tTkuFn7z9nWmGS1Mw724MNVWlmbb6upCW1vWAfN1YHTspTDscLvjoI6KI8uxphx2nCgTvmTU3tYCTeqV9MJfbKgV/3WMpAfyDy36q7+S0pyx1YFpvpnUeebf/eHvvJSRIY+IWnGZBfMu8fRPz8/TO5pHUfu51qyS57kLzeIskNezoGfc8YB8onYDEfVKUCeZSz08OEKB3aE414pQEFSVN4MigHQIOj1RjRfGRwMRJnEW47w2F76XIGoE8oU4lKMV7QLQD8uW8cEzBqO8P5kYQxwqhAxJlyFk7uMYWAz/uwCkcQHThpkhWc69PGF7v729ncPv8bu3tQ6B5djo+rBhb4y9cRbcUlR+LhbkSGTPslhpPvHV+84rgpaZODDkICdGy1GKu7a6vNieP32SYfhLjLJTNtlFMM4LPEKo3aMhw+fglCF0lGpeE+M+Bn8wpBpZ57UVE9dE3NxVb89epW94pOfLU+nklrQnJ4d5B1baaWhydrELOGZxFzgpHeIxj5HXAUm9B5orP8qSjSkf++E6+wcMdDd4HT4O5wwBUh+NfvZHUG7En7q4e5dWtj53XSNW6rFaj1H3Ym9jyBcdoa1bVLszopvvHGO0bHD11UFw4nBERQfGLzy6MdCLZ5tta3OjbW1sxBlw/4WllbXwx5X/29s79HbPMYD0SmDrMZ774fllO0P+wSDKSdqLa1/dqwOMlBePufYd4PPLu/Z+77AdQGON3uwi5Swv43iJNw4mNMwCSCtIcH9wpxic2qjpkCtoJC3gJpUCcl7XBHpbmLlqszgRbt41TS9iDqM/S16XZdzdXOAQnGHU3ZzoGvmr9Tt59dA6AKMfKiU/FHTm9sh3VzjxrutZbocXV+3rN7vtL3/6y/bnP/lle7d71q7AY5p2azu+hibpXSrvyEq+p66+oKckTZTFWhhcCk9ZCJ2ohwdRaSN19LZvm3008PJROS45oxzpQJI+klRpSh+YJW1xkDmvDWVwCnZ/+6hg+gzacq/erGyWUbrCfJYr7p49DJVWfIpnVRdhGl95DeZXead0cDVPXw9Ro4FVJ9+5z0idSh8CpocHnMmyq+7GqX/ADVS4DH01IFmLwfPoKmBF/1qy8CnHa8sILMqRX6orIqxx6eDgXfnLNwpBkyYOtzgYPYSOoyG04mkWYQ73nQ6d9wbjCs+qT4fxKB9VV0Ps1ulJ6umOpuqeOAHWWzSlYeBp0O1MQSvu/eXtMGB0eEKU3uKnj2q6fBWVutq+/Ek61xalMzWzEPl2FOD1m7ft2q/7yCPK8sNBqysLdNqWcewd/Sxa0AzTAcjCahGkXbkQW77nDZ6sGYA3ICBp5JV2sTCT5vLGOsgbcLZiXINgddrEXTQkDsnV+8bbaZr59//M6QAL4oEpvEjBU3glDvleZSRgFqXlrn/j+TGKmsagFJCmbzYi42tryvKQgixnnJx2ikJwhzO/fLS+tZnPvboq0vkTF9vQv0N5ARPiOUflymm/K09EPBWJ5JyJ6Kmc9dYcInUqwGkGyZc5F5ShTNPQ3qTHZz0kmgYBxg3enY3IdDKtDudyHJEAEkqu5/dc8VO1arznT97rLCKz5//q1auMAripjM8VyhJMmBkcFNhitkcJqnj5TCpZs1Icrh610dlLz1sYA0/ieZO+dn4ijgfZwhQ6Ly7OtGd+jQ6jL/0dwq2hfRhNektz7stNhfJVKQyptFMbuALWRqqHm1dlTE8GFVwEHBheuwq/vwamsLoIzDmw8xOUO87ACD5pnM2vIxBHDV65RkHnwGOKMh1Krt39pDGe74V7DviKnopIoaxXfGxVlB4a9Skbg8+cc1b2Ui/o7I5bGtbQtjducC46qxx09mpRpmmEqQHzPmtf4CWVamfw2G2cUw54ZCEj9dFZLRyv6YXX9wz8/K8jAOlJ8FMeb26m8mnPbbe+dUc9Df/FbTumEVzCZ0x2aGn7AKXgIkGVGXWnz2wODverYKyXjXIXA7q7ux9nZIQTsLK0QrmliAAC33DizKhhibxAX3pCysKgrWPsVYbXOPSXlye0G3pL8M926sZP5/BBJeEIj9MGfkXUtR4qHmlcMlFKRnm0Au6MZ/tzUZLrHGbRDacXd+2Aun/zdid7ALze/tD2zlzvDK8WStaursArMOUxcHVGoE5kY1YnpXr/OgnyUDo9tGPbhLCQiXqW2/C4Duo68Lh4L4mMUxGWLHd4FcfzWEXuxQK6Frxq593whKykD89MOZwNHZaoWUbFdUMFC6SZ9ZNH8j5pPJuujoLntXlMZwBG9Ij16XmgCZcaYp0lcawhYfEmffLJq9KD0tEQmePnXD//wwdpUcBML73LaUinCJjKpMiFFkFU6NLJOMrml7obIxjTh+7g76lK8iK8Fadchy51GFIH4D3A8swz4yfTTcb3IH96Op+XjHBGptTPMex3OgGuA6j1UiQjzilaetM4AKEaedQF0lU4JrKUKov68qz0h3UvfGhUGG3LVJddx2i7jmdpcZl2cZtt13ddFEga9evc3BQdqWmcAEf2FrNhEC60zZUSUlrsdsrCoQ9utjmaizyJExjci1ZVV+0H5YO/7TG6DRsmQ9ybRIA6BEkrykQN2DsAB8/Rp3/yR7/98havA/CSP/9NaLN0OkCFf3R8gkKyJ+hw4igGQUQVIpGUyDXkYEHViMro2lNw4ZhfUrtqVyC4tLLSVoAxmqdM5NPy0M84HGTCoch7jICwl2M5KoIwKAwwD8JKI0nZNAjjeRwmO4SiMNmI0oMjLkQMblU7ieGqcXhGIC9l2cMxSECdAN8HdxjZcye45Ri6sDnk/+7du7b9bjvvgkZwCOJnmkpH/fgnrj1+MlSeoreNxLbvq4G9B+Bjn4WmyQrBiCgHwXsZqUG+bU+fbbVPnj8nGUqb9Lbt7BoF/TT+vkPvtUKt0AuXklJmKdRJBwD6mQ+BtifmXLBCHKUsytDCqY4rjNz5JT1GpHgJBzGLEnEUyvCX02C9FbZ44WZNj9yegw0HOBg8Haq8dgit5Z37EzgtY706LcU3ePGsFqgVH3RmMow3OAG1rgW30nI5TPPQaHkij62CjbZkp3juiIvbXJ/FkQNfDbA5iK+v00FTeqkukNtYX28bq6s4AZQLzJSdKa755sev9g+P2vbHg7Z7ct7OqNMlZV5DY9/NV75L2cBv8LJeaYyUlUavJqXVpz0Z6UP+jk6u2rv3GFScgZXlpbaMMyA/+0ZJecPA9iLSKlR6hfHzeCZvlQvfPrilTWc1NPeZ8rAcHSzbMVlVIK5P8MMnLvacAY4OVSk6Qdfok3nzuhJ8OqF9X6FDLmhTbz/st//wFz9tf64D8H63neNEgFg6C6goHCn5QbWmF4KTzkz2vOAsBnlGep3IOINDmGx/ndeloEs+5I8SXcF7z9XuTadceV0GVjnX8BQ8/sIPHS9p/QCGmyrDdD6XjlVmPzoMr8XR9Mqx4bHsyesO07xV0GMcRYsHR3hGvAf//DNlPaMO8s1gujpTp6Ecj0c4ZaipILwzTihDeuTH0QAheZAT3VgOurKZGPMJK7nq2uDZcqIffQRskwTfpKl7QxyOoS1aruUkvipVMHwGoJQ0xHvuh+EhP/cdj8lrz8JS16jvbhBYp/dc6+MzdZhTu8q7RjVvEKRTKR2UCXQG8MO/CR6GRsh/X2hczqm46rDXviLRacigi+v9GNgluvH1mzfZGt62pgNgp3cBu7dEp219fbEtjYHr/ikpSn4XL2tNgLnQ5dZ9iAdLrsWvbJW4ZOM1cCveyg+e0RZDY87yJnusRG516JW1kjdHhl3jN/PHOAHm1FsIgW3w1M4ewYXDEWRy/2OV3Aii+c32RYdHzRPlUsorik01QoQCGqIByPkJjekRCtHFUu64toYSGy3awO2F+RrhNU4AyCyMs/bAXQvFXiLbU4/XJn4ShNgIlcSQUBKCSmbF+8BAD6/tfQrDdBEWGzkxErB7R+YXaYVdMiv89voUIJ9fXfpetuXacBwun8lGLDoArv53hMP6ZtGSZQTeZCi6egjf8iNIwbUEXuGwkcq4aRlKXFRCUFNCpK11HuArsEGJPMDQyfIrj0+fbkF3vFHokakbBD6L18AtXyUMjmDBP0CIWupdvY1qnPK0pglK8Ezkh19c5CeJsnAG/pydn+UNCHfFk/+jmVEbL7uIrebyneN22iGvJFKWPMtoBgZfWYl0WofIm4alHK7gp8HwgiM9M86SIo6nDZYCxE8azA98jgGkAVot+Z0M/qtWAAgLk+cYWI0+dFNu5IlF6HC4uc/5sDbE7MHfEQwq7s+NgTbW19pTN8hZWcqIlnKn0rF9XFze5hXA9xjqHZyAo/OrOABXlsvzfI3PHiLlSl1xikxBc+ujgdYhMU7lJKuLJuQnh18l3N89akd7u80PJS0tLGazKB01bKutLyv3HbZchP/i706NXSSde7zDsIcU3oc+Q9vncKTAnROj0KDHTPbxuE17yBsUrkCmPedDJtTVRX2uSH6fDVG225v3O+2nv3jVvn73sR2e4dipH8CB1oHjAU2dekDOlB+LjiMkm3GynL6ZIY3fEsk2u9CgeFY06E5AeA/PbQdFv2pThse2PFSQUEYfLit/xE/myzXlJB9lKOCBIG7m8VpY9ccz/3sM8RNBHL8dJsvp5+7Y9PST+Hju95PXhn42JF7nkJB4jrTpIY1lmMZDuJaVkSLubQ+mq5GAOtRfOaQzfFdvW3vTBUvBCjsH10YWWR9D2lnJakKIKAwOFQDw++hDqMx14lKG5Ymbpxp5Sjz4dHjWxdDrY5ikz2R9LVPDrl4ymzrcUUtqnR0+04mAfnYeYhso2AXTIZF6AVmTHsEDeMZRaGiT0iyT5+nkore4MTa45PP0M/N5I+DVq2/SgdaG28aBDF6tra8tZiRgaQlZpgMtUaen6u0yHQlx7SPf4iRtwRCciiY6CJJAvaMNSScxKJjYDjrpdVyMU9+E5kCjB0dt5Gzi5EXa45/8oR8QUnBsXB4UpOHhCJEhgnub3+BV2LNbpQfiIor0uEkrMZ1TUgDSa4T5LuyzR+H76pww8I4E+JbAVRuP59qaiwPnZ2qtwP5hdiRzNbGrq+dHbjwyl/RXHFZLZSaB6YhFADUEDnmXIi9BsZLVG6gG5hGByb0CrjdUzJKy8lFh8VmIlWiIozATLMPtFZ0GcOGaSky5dt743fZ2e/9xpx2693+GFBQ+uEt5uQ584Qz3xMfLVMFxHaOR54WDrz3Ve8qF4dB+4AMX8oNTVCCRWThlVgWcU+ZoM6px11YR8PpGg9vNuj2w89k0CGlHXMr0z3qmXKdkMOoaT+6VAY1a0UGYyhAGCTiuv4gC4d73Wd0Rz93pbERjylrC+3W+XGXkh49893t11e1kn+D1biSujx5ljQbPHZpTYelYVOPrgq+hoKFyzus5MChvNQA7tAzuha9pcxCXrWQB4DC4/M83AeQbcV1haPhtvC4EzAIgMuQtmHM/GUyvgUZt1YWhYRa20xZLy6O29ewJsrvS1pZwVlEkC5mWoO1M6RRPZR2Ac/h/9dU37eMpThIG80JDCW5Z9JqDxhsecAQn6jaUY5uTF1QuMqkx5Cmyh1w4imBFqM/x8Xm2JVb2VGqOzgnw5oJ6IZ/C0+lLcuoRx8A68XOtQebhOUJHEulom88pAoWNp8CAT3NcITiu5Tk4Om8nZxdxdM4u73CWbnCAL9s7evtfvv7QvnnzsW1/PM50yLWibH10wq2L7YByHLWSXp7UF4gCt8ZVGzaPK7Ptock3g3wz5LkVIhjn8+gg6FfPlIHite2uvicgHet5Dx2O8pNnaRDi4Q8+5L7g5YEw0h7itgki+av8R9gdz2+HXp7BNJbbr/uzbvR8NpnW0I1z6Eno+Tr+gWfckJaHkL2caClg3sQHNo/VQVaFUHWs5z7LfLLKBrkNHUzDUWVwLRgSBsdkqBTVgerX5ij8coQvJieOI7znntYc2GkD8ovr4mfRwLpJF4NwCm7B6bTp9TeuH4bYsDj4BBqcnY4b9IgdDTe6SucIveNrsrZ9wdnxKLjQGz2kTOpI2H4ybYYO0LkWts/SrujFu12662+UHnFxV13Dh90P7dXbN/lmCEWhK7RROO6o0c2txba54YLi6jBV4Lk6ENjqJ4Su4oazjpl619GIjBKIM3YjoxPykXu/FWO+jAikKuSDN+pdk5heoksl62pnJ87Ov/+DH73UE8u2oSDktdx2CBSyBqCf9nULUhXUsq8s6QSQRnpIeAlejRGkMLaUyQM9n2kcgFsUh4sLHTa5ROFrDH3H+gQH4CBb6IpkenNuuIPjcH1LvgsID4GhK+XVcG96ATIaFF38ljgSxIhJK/CNoCkYHBq0W4ivZ6fC9JmGL8IDVWSaxJTofXjYoVIVkz2xeqfUnuBU5opVer765zf294/2s1AwMMRpEI4iMv8SJEQJpdddYZnHoDPgM1ddO+wj32KAi7CBGwZzKEDOC5ZSkMYISvJWKeK7urpe73MDf4F6uqkSdjHOk0PZWUlMvN+Dd9hKPJxft47ikV4taTxrYDMkKw3gC0Smevb86O0eHra93b3MSbsobp1yXThqIzPUt77HbW19vX3+xXeC1wX8dPWrCLvwcAGYvnaqwneXL9WvDTULblIfjBhnh7BtcMqIzMpUiJVGLjV25byWsnEI3HR5bc2vEEqzxtk4+KoD4Fa9rgE4v3KNRzmG51kA5yt6jkhcho36WgAODsZvuBDw6QYOsA4TZZLGtQ+zU46QzLajs6u2j5P75bv37f/82S/bzuldOxN/8HLFvKMAqj7dufAXnMSucFQuqAN0t22Fz9ED8pv81LXapM4c5eN7nJze4Ijut+OjwzhUI5wwaeKKe422O1fqxCpqaeyUL2UdmfBVQ3vnyo3fB4nDjTKJczRMgYWm8GAOPqqIdnaP2+FxveHg5kPnlPH1N9vtF199aO/3iYf14qm8CFc9GoUOHetcvHOkQVmLYgovwceywMnydL5t7zfIwqSyr7QD7+GK9SpDr46qdHlEyDfYpR1lkCrtrIe0V9J3mAkdR460Y+LjsAnbgjRYQ9n96E5AsnMW7uRzQ6ejwbiebjIY3+Oss6HnT7y4TsRNphdeN5SG6L2J5xq/Tmd1n/IjzZS/wNQoIGuO+oAsMkdZOADJY51J439/cYq5d2g8OtYCyK6N4jY3Gc72BnlDy0c3C1d84gwoe8kJdOtFOnHrsKRXd4j6tXm977SbpLmhP+vXHgYNZa0l4nmMpY7rOc7+ReRBHbW6tkZb0QG+QTdiK6SBtgyxqQW14Ei96XsTRyTlWEVHtBr6xQ5KratBj1AX7dHi/Ci25t3H9+3t9gfaiotu7WTfZ9Et/V+Omba6Pt/ct0U9M2DPUXimo0c77h0kuSDO1lO6WCflW3lJdWGCCwfdmEzjn69YChKYGQ3xknplISP46wR2G2OxM3/yX//Wy+weJ8OINN45fitl78YI50odyhdJjYyvMMngbNyBYBnPXTkRVEKCpvnB+HOUv7ugnfQV8xgrhySvLs4g7BRGZJQ3AmZd6LcwbjMLS8ilgKyM6lFIomEPsoy+xNBAeV+CYXIzwHDQ8bkVzwI4lJI3tcK9hMpeT4woFNOoipeHzwzmL+EjCWk09ud+H/7oqL179zbb//pqlEFDkAI4Is7QLY7KwNQK/Vpcqz5dcH0G1skXgU10YnIPY0LnNEcY18tQeYojNSLNXZyr9ZXVtrWx1kazDjHrlTrsegOOMr4UrU6A75N7H3rgJPntfQXOxYQ5S9eccQQw1r7LLgYO5Wvo5aVfzdNTdle7sTIBDzvd+tnK2EDOz8/aEemvaYQuUBNu9VSpp4oB4KEC6S9JowFRJjJErnEChg1LKqYOkkA6hgZFd/luo9Bx1DtXckxyB69t3DYuPem8MgM8G5Nz2jqt9TGc+8ztZRUu1w55pzFCL+ezFxdGKI31KCadJOUdk0c5fhTovh3iKH/99kP7s7/8aXvz/izb307hgWUEBB7We784oJQbXlgX/tVIFHUAf50x35IILjba1Mwggaw0aSzb7/JTuSuM8dHRCT10F90KEJ7Ng49TbNTbvQsuUepu/61L71f7Ts5v4N9le/XmXXv1epse/gmwkaNZ+EzZtxSTVyVtEzpN5D06PG0fD47bJbzw2/+ndAjefzhobzlOryhY5xL8lC0/DqQti+zaHkELlY7Sp31VFRJK/slD2TVy5IiUgupDpwHLKe9Kr2hU5ShbJk2ZE4fwevA+vVo5ZbvJ8wpeP8gooV+bhJTDb4DvOakqXeX1WoIPaQZ4nnuc9z2uxxt6mY/KvO49T6b3eWD0dMjdw/MBI+8Lbw+dLNo7z6Vf9CBCYXq1oRIXiusEkJ6secb/0Nl7y8yeDyhy7w2egkdleMAzz4yXtqV0gV11Ua8+1JP4ft1tjHEVUXQy6KimbsNhfOH3qyFl9vwErzt8Q7/u+T0gHfc6BtXZUy6W3PxueSV1lga+HSClNOzZrZSidVwzggwMocbYCzu2pnSKToJBI+3o4Kz7gVxd5i2xDx8/piw7YqjTwBiNZrJT4OrKYvSAvJGd8tTa+pptXtHkTl0jXMmQj32JC8ltJ9UR1NYIQ4dAHcnDZKUupDex1UvnBphpDkMoupTszPz7f/ZbL/MaDgrIXqAVV8DjOYo2Z1932Ds5iSLLq2d4UfkiksUjAPl2MQbX4Wu/y67gWgl7/wduQnJ8FDj2rP3S3dz8FOeFtuHHUlboRdrrwyjMLTod4JfINFIzKH+cBXoqVsIQD3Ro0JmfkSBUpFQclMKgib9l5Zv6OhzgYn1SaY6a78eYQTQNuIw0dMF6PKtkb7LCVOPi0PEuvd8dGOvCKcVCgbNXqBzoRev96m1blmdpYJp+7Vnw1eiKfildmnOSvgaZ1V9TqX/A6Q2cRqzARmlye02jhWvw6KaNFufaxuoKQgwugHejoMw0SRrwkFbSViH3WoOiMdbo9xX9WSSoPABV4Y8B1UnU06Te0uL8CIOOoPs2QvYVwCmUzr0Hl/d0OTvkfnRw2PY56pPL1M1eN3mdCpK2DsMLV76Kh9MvGnr3pO/8y+to9FANNrrq4Tgnh/GGj1LKr9TdYMyvr87D2zTYLO4cFtkIhzwxLNz7SuAtNNPQ2TuQ76Zx5bq96NOzS4zrTTs+uWp7hwdtgZ728+efht9Oh83NjeHTbDuGLgdY15989ar9H3/x0/aXv3hHbxtEkXFVRniOZ678lPKlnhBCw5RFgDIn6qGCMaGlvFA+B/67cMnGzqPIl9/1d8GmX+v8uHeaT/J+2N9PL39heRnezWR7YppPjL+2+uPhWfv5N2/yyt5/+ItX7Se/+NjebO+2vZPj5hbhysbUnDsUIgO0Sel1SLs/PPZNh+t2fHabKY9XO/vt7e5xvgGQqQ57Iko/xtztljOSYV100nKU3NsLHaTap9DQFdM4SgtdNstxLQVXvXkdxqERRH4eFJdOFudSZqYRfrXJbgCyIArciEowv/QzRMfxQFoL3/SToeg83AyhDP9jZGQGfhY/TG8vtvCwvh1vQ8fJZ/2+rh/xLxykn8a4DohX+Tg0ohpQUyWltOW5N+nl5TpPklcdWPUDDHQr1L/lBIC/wWvbhm1FXTYkThBXg2kKR+KAm1hwqiKt36Mcq5N6Xc0jHg/5B3iW5/2vhU9cp4uhxxv6tWfL6OcOp4ded/kmLB9bpjrGD7qpo1xg6/SAD/1CpntrlG51KtIpw9ss/g0c6+C1decQFv+gbY1euJ+Helqdto0TcHCwL3k4wI/8smd1PNeePltp6+vuwGkbVw/zQD0Bfog9eBXsXh9P1iFn2qT18lD2+nX4lk67NAv1oz/s/F5cah95BBJCVO1oYwyh8//wz3/nZTVAPSEf6tnIUOrnHAMXfl3t0Hl7lLU7063gQaWBUkjJncKowlK5OowHciBlL8XP5iq4vtbkVIKblYxG9SnWRRSd5i8GEcUzk81ixpyXQ3yHbP1gioiZTkZ76LQkmE1BIS6VjDGDqCgSZVuHQKNv+c57RnDBUWEdcnBUw+5EVzC87sR1+2KNo/g4BO4ogNc6JunFQh/n+qWbHXYJHaZDj2BNEaUEKYfrzDeJG3HSWE8unrGMAV7xphRpBI5DDMVN42cmOVUr70lhugGur5Rl0eXCbBaxuR4gr/ZxzigKNK5XBx3+9x7D73MO6WpP1CKloXiHBpyrN44RtYd4eUXv8RAjfha6OAJgyFw0+WqU5bHB28uLAiPNOTJ0erLf9jFWexx+V8Gev0PQ0l3nwT0pXIOxtKYTUGsF8nof9HNu3m2sM68JQPNJbwnka3W+wpeevrsYgq+9SUmroEgf1afykJ0BMfw1fVGOjvz0tbrslIlxc79/Pet37z+2n/38bYyhW+De3ig5Gt/7tnt01r758KH95V9/2f7XP/vz9pNv3mIkKW1U7al0qQ623QAQtZvNn7h7Nkgj6SaiSFX4afvROGZ/DOLUEZaZngmNOkO4SIE8CfORtXOckd2Do7a7t5ORN9udbykc4WztcX73cb/99Jfv2l/+9Ku2s3vSTvFUbOk6CUdHteXqJfAdvtQhm4avfv3wAMfhI3B3Dk/zvf8PezgFTtWBm1v+3iFTSD54QRfuHYOxasp/4a5sV7uzk4AoIXfKt70j3wIg3bSyrBKXxyQgeA5dCF0ZliLvxrPasfQz9DSevVQt6FRLS9ujMlnPPVeeyjoY0ocQpg3wqn1blm3T68l4r9V9PVS7LyVeUxKWV89LH1Sayl/tq3CodJah82OwbSerutU0/LMojbmyGjhkzpA18eEZBaauqWMZUduPsH1WqBTdvBan9OL56+UHX/4ergmdxsJ7qDfworeGkTgBFlzKNlqHSFwGXdB55yEuMaCERzo+8qgH0xnvYehnwyRuPb+hZKNC4qmf0wHiaBaTWfb5OR0Z2r9TkSsrK3EElEvlUMlVT4YfCGxso7DAjxpA0xpi157kWyqRWfdbmaetz9G5OW3v0AtHR8foAGCC0jwqAPXclpZm2+a6X2vF4dZgKFvISuiksoV+ioC4KkNll2roP3UeaKyMWWc7O+qBopXPbIfCpTDpj15Qs4h3KDOQRzJZV/63mT/9l//gpZUJ+ckEqVDcEALhqtWIKAYak73609OzfD9geXm1AICkBtEelcXaO3eY/BiF6UdzHD63B+gIgATSYCjcNnw9fgntPJGjGNk+VC/Gd545Ls8u6J04q1rClwCNrGx6rsRFsMDTRRMSKAw0LcSReCp8lXrm1mUg11n5rrLimcPDAnXFc298hu4ECFOC2yM9OTlvH/DujqmTvcfHRl0NQ2XvKy5hhoywTJjiTxrKoBRBmjrqOmlt8ORTkfoFxzAT5kR6LMd4703LFY9j1IRLpjhF8Sb1YqHt061Neq4akALhJjyuocjmNxhl3QhkMjjq8eYjQxoq00O/XrdSEDZqjR/0xHi6yExP9wLnyPLk/9mJw/1H2bdbnusISDuVhCvS5ZubGB0fHQg1/HPNwNKSG2ZsZu2AoxIadXF0q0/nxt3YCJHk4B/Ey4Y9GGrugod8co68RFFTJJ+dv5Mu/oXgKRN2xtgrx+IX/pMnC22mdOA0UMgxZbnL5cnZVTu+vG3vdw/bzt5V29k/a7/45qv29evt9uVXX7W/+vnX7c/+4iftf/sPf9X+z5992d7sn2BEKYf87hLoWVG0Z9CVbhxAQm2UVb88sHqRCeXQNCUvVlt+KH++PudQrXXPl7/guSmvr8hjJDzTUfKLgB/2Dtv2x4/t9dv34Pq2ffX6fXv9Zqe9otd/fAEcjO611EIrWV/XCVzgFByenpBvF4dhr73b2W2vUGSvtj9yDw2Oz9shNLnAQXIExO9tgETql3UrwLNdRPHCN18tVKlquGJQSKJzaZ107uzh+1ZMHFPkoSu07kQKpxsBrw3eV5ykeuxF9rTmq7zVNjSI9TzZh/QDDwLHB/JGhep1JQy+8ojbDjftl3O1DwkuDvLJOhQs76utV17zGB5h1LWh8Kw8vVwfFb+dBya98ixcMprPci1PoprfQjRQgTng6vNOl29fG6peXlfZxqv7LuktdhxjLkjjtfh4dDgPZRSw6K1+bfqQUT084OrR83cYk+fKWvXvaSbL689+XXpDT2cwn8F6VF18RoROAGeoRpwR0o9OyXmNROoEeGRoHX2QDgN0klNxxoDjJluwNvpCvSYqLhZ3BJKo0CXtFHnePzzIh4MOaTOOyi/RIeNRW6A9LC7MtK0ny3SIkXlwEGZkkr+qHe1YP1/+iCRB2JEX2yz3XpeDKz5VF6iW9myknXfTZHoT3lpv0LeI5JFMyqx6XtrN/Ol/8w9f1up+jQkPrLC1pzQXGUkwjbQb/lxCNN8B9/UoG65pHTJUqc0tzNGruEBZ0stDAe3TY7atqOz9iI1z1u5opznTM8vOdRJOoxyCEo+Bup+lZ3mPkrISYO6QhvsTaCRE2AYSQeTnOZ4ujDVddqfLs2KW+bN6nzQ6HQqJQzYqf3u01SDsaT7OP5o/z2PIFBp3BcQY+EaAn4TkGSJAHP+Bp+BILPHIohkbGBXyOQkJ4COPic9iGOnLYUMsY68gDzB87pEa2MClsY4NZ+rn8J6NS+eJhOTjHvr1tQ6jhcW2tbXeVteXdBmg8VBnnmV+H9qloSgIwDGPirmPFFgHg56k+NujcJrBRXMaSLcI1lBnzl3+YOClo2tEPvv8c/h/2c5wFJUN6e4ivziJ8MLhf5W879e/ePFZ++T5i/bs2Sfgu4VMLWYUwFf31lY32nh1WWokvaMTOikKehoCh7i4+E3v3DlwG6T1yMIm8lQjqZEfYV4hwPJSr93FidahOwGW4bVEEdcrPOczFOJHer37h5ftEEfg6u66naMYjs7tNZ+3Nx+O2y9f77dXO8dt7/iqnbixB21nCufVz+Je68w6RQUdKRY85Re4kE5tFONoA+R53k/mUCbksYbeekQklAWuDRrMGrURNtQB1zi/gQcNqH8C95ZpD9+BDs/uLOlnjUMo6Ome/bY3EIbHyhFl4yi68POSdIdHN+3g6IKe/2XbP72BHtCGrGlzfixMmR5kP8ZP5ihPpphRWdFGiIvCtX6g7J4T8nk8HkUOu4JW9pXD8JYIzz4zGN+D1x79mWkV5W5oe7yhYJmnlJzPalohJH2AVVMFvS2av44ykgVvMl2/72UKuxzmasvlAFS95Ekvx2eFR8X7PEYm+HWY5it44m9chYqnpYfHliHdTWNQ79njLjikFg4/z6EDP/V09BFnrjgN5WkWMBhVdhmK4IX8Fo78I3RcCr+qCxlVqzwUZh4KHvEjrzKJNPR6eRg8fxtWvzZ0mvU8nQ49bYfjfU/rdYfbrw2hD5fZUZF2xsMHmJ5rpOU+HZcYRA5tTJ9+iuiGR4VLNksiXpgpgnthqT/UPeroyAW24uj4sH3Y/YjN9MNaLmwHBk6rNs+1AE+ertGRdsq7YPWpL9uKfLpBHzkSLC8MykTqxa1Gv6awacPo34xicptRGUL9N9RogfgKM7rCaKuQ+ld8aJmRgNTYBxLaS5OLBIWSC5LkNT6/l+5HXlZXfE3QRRD1qp7DtX5K1eGPvmre3c1WlpfzGoZGwvTp/cu8WQqm0oiLpQTBawXTBWtzvmu+jGz5TWiUMw3Sd8+7kdbQxiEgj8IfpwA8RFy0xTzMAXmFf9oywdHGouAYNPoSIISFmBKiC5BpzG955W1hFHB+dnY+tsPD49Q13pd5gKHwSSgbVMoXAf6lfBnrbWGV/96ZRZVpA1JKfG75w+M89zYO2cQhPN/515FZWJjl8B3xQQDJaJr19bW2sb4cw59tfu2VUW2nbpwmsXcvLXyPn2zBOVMF5AWAfwnhie+tQwd39XNERyOpwBpnj9q5c8t8giH/L/7JP27rK2uhnUNsNbxWBjprD+C/8/wbyIQL7KIYKUODnK9hIdCOUqytrhEP/8jna4JFA2QDWNJEurloTwdAx1PYPsiiP6cDwA0EaYs10pMGQGPQofH72Rp8Hbw4iDp/5PWZCjb1Ah+dgA/07N8fHKf3e3xBnaHXHfS/x4A7qq9RdPHfHcb5HsVxjoEXrzvghF9ZhS19lTmUjOUgzsbJ99DZ56blZ1CWxLeMg3EqhHqv35EeaRE5ldfQQ/ERnvKTJjzwWnDqMjsGUUAqPBJOT/vGhUqaPMCS526gYpnZn56s+apchAIwcyhN4ZMelhQfpIH0Ionl2wFIPWCDIxTKbt4AwmH1NVHb7oKfN6aduuGYbbG3r9R9qFM/qv6ytNqWaQ3qJmliXBkxY8U4Fw/5DcKsYJ7ih9Nf/XnabM4F71EX1NHz9Lhqx3XUvL9puHtI47U4VFyFHl+wCj/LlEF58hBfderpKy50or6Fc+FrdUG1LnkWXTXANYjnZFmZkqCcmh4o/LKQVpyMh4k6F6QeeGKqagvBf4A7iafBa7ENVGkjYIJxUAt5AS5lJB15e90mQ39mmITf03s/GXzW4/q5p+twOn7WJc/4dSfAtmPoeaWVl4qXw/fGLvnGwBIdXHSKoNLeSKChN7c2y/yJQw96zuJLEqtblXGN8jGOxd7+LnrmIvBREeS9xw6inzeW0IO+HVU8EC3t7YyOpjSTwRzpFA/Mtl46BTXNJK+qjj73OjiRzjY9DAsOrIM2tHmRzzS/z33gvcyzERPiBKTSGlKDDZyHHq4MVllqkA/Ozppb+frmgG8ILI3trQGM574z/vb1W3oPBxDhto0xAm6pqiHwXfUwV2EB6RBf+DGaddjjxbzDLJQFDsBcFgfO4Umd41BcZGhYxWPFY8hkDhW3EbgYLVpK+BKVsqyajS2vV1Cv9FiINM9Nen1Gq7DKsBivUhKe13nOtb3Jk5Ozdoxzs/3uXTtyhfRVrSSX4KYNIyU6uDkfJGPyvm3oSHzgVxnBL71E+aGWLZyFJ1OsVwSP2PQGeZxs3gPXfeEVHemp8Zceme6Aehnivr1q44WFtrG5EkXsqym+m+0UCKqLn43TnnXNwcYRA0ffBAhM+TTUC0YGvsVnS1+vRUiUeS4epjdkESOXOiPmle9rOCMrOIvuH+Dw/oYb7AxOofxwnUktQLKB1hRPRoWgexbqOdMs/WwI/NkLLudlaOiU6ZsNYB/eZWoHGrojYRqHHjO8tnmkHqS3YbkPQL4aSHplKs+tL/W6m7pt5/T8Ty5u2rvdg7ZzcNbOrugdW4Y4U38ksN1oVMHlLiNXrmtBVizb+jjsQ6q8cRMGluxJr7mB9xl581H+Vf0M8jiva5FMfmXPAEIUGOn8kJN1RMijcDIKAg/TlqCXxVujfBEUMpGrIa4FHiTSowUHXBUifUtj4LkoUGwWUPLcFd9ByzpaD9LkdVnx4YFNLR+hopBZFWzgEEdzmwMn30roznm9oYNcQAGnhs7pHcmvyBu8lkbhD3A9dyNp+bYfa9GNsM/MY97wjkT9CK0JBaNkxN5eKM+pxxl6WmEJ1/w9lPxL5Mc8phOuzwoXg3nUIdUe40ilHqavfOLfrzuOHZb5C4/Kb6hOmDBLppXNws10Xof5Qxz0pk3keoBtPv5zXzolZSJJJVfkJL6Pzvg8epFDuOG9sFIvoQAHmJ2egcV9cOYakCZLmgilZac80lKGeqWnT55KlSzCSlnE9+tfSdvPQ/A66YeQeg5pjO/0m8zTnUxpUfbmkZ8dlicXp9oROTs9IX293my7yJQb/MhIofJqBipg5+jurt4uU+fcXpc9Udbdr0Mn4PDosO3u7eFcXGQ6YI5Or+W7W+D66lJbXXXnXdoI8kkx0NJOi/zmXkUqDSlLWyWOtluv63VEeEUZt9eOlJdM5BPCt/LeUorfXR5trE7T6RxkR0bjSa4Y26H2ZuZ//Be/+1KvvZSJcSp/CweACsFeFIJ7eHLeTo6P6c3c0tNbiEC56n//4KAd71NhFTe9pKVxvT2gcc5WtSpv4Iuiyg0UAt9V7gpKhvGjeOjtS7HZRQ7XtE+jkOmJ4ojIPIf6lU8Za0PyyGsdxGckg/RpkMQbwmjSyiyfuZhDBmoYuhCV4FfDVWiCHYTToDti4SK07e337cP2dtv5uJsFZZlyAO8sypLGwCpPWyKLh3QMO4NjUVV8cqK+3nuQplCEScXYCLUHiU0u1DCTm8w/GY/ydjheQ5ZV9hx+ujU7G5JLod5A0HwFxnksV6L7JkbNv9rzs/dMD5vUohK+k0ZcQ7OhbHGUdvacpRFUidBLnz4C4DqDmpOcyvaYNqbaMbD4o1PgPgBuXORoQ+ao/P48MH1/1YJ0XKV9fY3OjWuuU3rxxfpKI/DTOJC2HCaVFg6qhhyTpixqdJI4DYM0PK90Th1YD9JTfh/dyHSBPIQm0teQ1wWRNzr/ef3t3cejdsr9PfS6pz5u+ENlMz3m7Hx6auIkYtDAaRWZqvwgDKFvPrhCJVWOKgrbo20gewConKyjhVNHj96AI/NEpV7ky7Cf+ApTuQcX0yin5SCBC2ns8SsHksKWkKkeAQkfXORkbfMt1so6CUlcjgawY7TdAhlnm3J0JhfmFrKgt7ZitkwOmiqnOmj3ypdGCSihY9oENLC8OCfyIzy7pk5Oa1TaOGCerR+Hzq1E9Vq50miZRPRCkxzKjGg/GnyDcmKQ/3VZsu3ZdF7L+w7H4NmyIvtD6HD6eTK9cWU4q4xyCjrcx/QG0/brDr+3s+iGwDJdh191M6ibAk1+cmGeKrPKqN56BSF3vBKEycl6Jb5ih7ZexBSdPIPWylZ6mabhCKrpUfZ7y1WuvOd/IjkiV14YHiITp8a3nOBreSbhn+0FxOqeEDuTvCYjPTClBSUWRMr2vsMxPNKuDtMYkobwcM/PNprFqYXOQ7nCtJ2RGPuEI3DpfiK36C86SehIR1HjBKjz0FfKbjpopHdnzXrVEH2iEwBc9ZOdVRcv7x/stYP9/Xw/RDY54uaeAI4ErKyM2tamowG1bbb4pJceFAEEOay7ZHFKNVOc4Knd0pTJ9z4loD2zxtHL4Oezej6FjhJm6RMXTMsPy9KGWA8lxQ6A7W/mT//Vf/EyCmqgUB5QmsBdtetGJCfnZ217d7/t7e1ktaFMdH3A6fEJxzFIXGW3v4211bZKTy8fjqGRLziHnQJlJGc/uKBgRkGqYCAE5cmde7qt9xDq7l4FNEaOVH6z9MCqgclXqhWiOsQvPHtbJC4HAUZHUUI9lX15upapAbFOPAOOFXv4gheEtK4q1TIMDhc7h3yDU3Pe3n/Yab/88pd5LdAejJSzfB0A2SdRjeuNTwMeIeasBraHFGEzrXH5E2/TFgQFN0PSnMvRkXGkUii4JrWQc/Zrg9ZPWNiwvPaFGsy9+RPPMU99lpdW4cmoeAmw+QWV90A3MUJISBp+GLpyktDBCRpkq9gMq5dH6is0lqvxVWlI4xgdpxboAVZj5SBtnC1g2xlT3d9reLi30ZA9dNKE62To4IinmHgu4eYHrDKKokV6Dfp1vfIXRUG8PDOtPM1UgOnSaKTaDA6S8/yu4HWIreqg5wwInssP66zT5zTRTTs9v2v7hzft9euddnB8Bjhwm6IuyGcMkoYNORapexpbFkZB1+BLxbIlMHXOpj53GGdxsyHzSwO1H07dHQkCFE+pC2eiEhz299cNk46bdTVUfYtX4RE3GR3RItsOqEN3CjS02eXRdCm9aJ6dAFFu1ltnVgmaXUCB4aw5bK8SdBFvTTupuLjWaIOveVTawrE8kVaWDb6ZI97VVqUpuINQyoAfHvKj71WR9kh94gQAI0ngfV8D0euch/4PrvXM6+ABP6SFoWhV18I2X7VtylPQh/jgRjCuH8aX7A6VGYLxxhUu0o36kt9kno32KJgF16DMPubracW54g3e9/xpM0PReY2S/P1Z8vlAGAPMHERFgXs9xPc23Mt4xL/wDrOAL66WaR6829Be2YJchEEHkcaUkl+HNWwgfXQNz8p488zyXFcgP4jK6EKS1jnIk0edgK8YOKmR19yYKjhyrpEQZERZMbP6WbiVLek8LLMfhh7v0YP0SQfFKOD6A9OUm3VbSUtceD/UnX9uaCcx/D6HX2G1vevU3qNHzKHMZSQAvaVx1YA7QuZOgY4gXNLJ2d3fzQe/zs5djwYO0HQeWzgPAZaX57CTo7Y4cronANMmpLtU8A0ko/OWEmWEWxSs2fWDQK7TU49lnZPpb2xzkEo+yB+gRF+Tpo/yqYugDtUjD/nUAamLwLmY+X/9q3/8MoSRaiEqCSFMNXKjUIpHB217ZxfDfx4lJfYyqt77X8DgjNvq6kr2Und1ukkEJyx3w+syJHzhWUqUJJUPgjKfw4Q3KM6pGdcEzLVr0rvjoEo9eJkPxWQPs4wGjQDlM4OiUtAV+jLsJfweKsian1IBgIsC4T0wTadBsbp6dvGwuPGd7oPDo/alDsDOTnOr4Kw6h0gKZRQdNSxlpPKR2Fa6iOu/GMjQszAvfHjEP8vNsCfPVailCKuxKgiVzbhEW5J3HOCf/z6QDm4uw3lQ+ho4X2m8PD1Lnq2nm9QfQ3t10eZo/M7Lu4e1BfgrB81h3ccV2ilHGiiAWlLxJdYebbbhlUbUX0cgBloINFwNm2s+UgOu4+zZssivYZR+tzgCCizUicIKLYiQZ9a50lhvsFNgxTNH0cHyvH4cFiZyaDQ6CDdDQzUNRAq/MlowwLVz4zCafI4zZRNLeeRB/BxZOTy6bu93ztqbtzvZ58BBKefzHFWxR+FcP7VtcwCbV4atMbxwFGhO3ERAq84TgaYRcicu8u5SWEHSQqErpy4bhsgTcMU5itRnxEc5kjgGgx+UyKiJCkqZVb5tF9JGWcgX0+C3+XUu5a/D8pEBe/uDzCQtzoLTbL5FYhm2XdtKtSPwsTqUVz0gZKIwSlsiQegd2eHCc4cfY8VhfHgM7kNiAQLR29JESQMvlK2eb9LAG2oERPkSw6pz6MMhrj2d58rrfcH69vOez8MyDR3Xnq7KqbrxNzwzbS87Tx/uy+kwXfGt55+EKV6Fi/C9L/qZV1objBd2yh3qkHjvh6PD7O3IDNKnl2M2ZbzTsNqOaSibn5B10mrdge2nDsvyqZ8lNii3HlZT2fPcOw7e+LNsTzmUUX/J17GnXM6KvPJugeLpdck0F9ybyrhAR16CGM8ki9lSDuGhjkPoNOmh06dgSgf+1W1wEY76oBxoDKl6Q1zh7Tm9d+nj4vfRuG9fjWy6qNcndmS1I4KBtPJEx3tx0Z01Wzu7OmsfPn5oH3b26YAgI7Z+O0yR67u2vrHQNlZHtEXpTBDX6CBpVbrWYDlGe2enM/oLudLuGO8WwT7zVd3YmtRUXa+OVZbkgimUfzrT6jxpSubIEY886yjM/Ol/60hAcOC5ChlJoOISxSFUP5Xrojh3ifMVv43VtSyg8FhZHme1r71+P0MbPDRRcFwF4VCnIpjGQKlWNqhaMITrvRjLzROM2tT0iPRLEHgxc+A1TIPxASfhZB47wg6OVMT8aQhWOQ3RocmCq3FWyQm6lL715GYQ/MwTU1+JJpFMqPfowsaP9P7fvX2X7wOYUaFKD0hJ5q+IW0rD6OzWZS0C3wz8gYtORgjNUTjaAKRJXZu+OwzCKcfCYuRBUILRUkemm1HDyTPraQaFix6s+/dvra+3ZRT6/ZXv3J+29bWVtro8Isl19mRwnYbDUuJqG48wg1ff7CcLJincI1MP/nieuP4cZWXP2o/JgE0QlM4a0byaB9JiCmblZEDP/i6zTkW2jeWhAmid09iTuuKqijwzNgQoGoln0duURVeTq0TjlICT9QmPkBeTmT7yTCYkO8pLp8DSfC1wChjp5VCMTqD7fB+eIvMH5+0AR2ppaaGtoQzmwH8a3MfgM4MRnKeeY9CeA64fvZnlkA/zA02lTMREww0ihWe1ARcSOjKgQwJCqZu9qzg0Ax08hzaEfhZGN4KRGcqUF9LCNJXuMZ+0s0xpkLbGobNX18bp+NlOfGW0nNsOs9qDysRJj+Id/3mm0RFm8dz8D0qckDJod6nTgIf/5XvuIEra8ZDep94X/p6hqetCgFntsWAIr9fj2/U3/lfKG84ViqY9/2QQljAM1ss0hn7uwXQ9mD6f7yZ0mObt58orPo94Vt3M8VgX43r+CsW/yt/pWYelmU4YGtbQL/ePMFJnwUO3XMsT8FHjpT3wZ3QSgX8uiUxee5fQ+sbeo0KbgnisuPqzDJMn2nuTANc48iexNz5QT0EvZcV8Xt/RAOITcy/4FE6btV5JAwhQLXg+FCd+XSdGB/jcskhfdE7ihxA434o0v3Upbg3BJKQThU4/bYBpHf1SX2sPlEVlNPP8cabn0ilJe6OOOt3aISFlg6EqimMqdvLtu7fYTTfXsyDllLK4pMm1rc1R29hazhbCOn1OaYdnBKlZGAuZH7yJ8SaKpJDG9iZ9TFtt271EHFkvBxL6OEwA7vW2l3SoqeusX7BDFDhgM9RPGsz86b/4hy/d3lSDLWD/3D/fIfXDg4PslX9ExeYXUYhLGpWltjiab0sQZnGBBiuwAFTwURoImcoB+KmQuM1AnChoyo4xBAkr5IdXHJow3Vw2Clqi0Y24H1OJxWxB6itdfR7XSqt8griN03IloozJcytYht+z9xLQMkxrORLWUL0nDBreWr1/zXPSaCTe4/T87Be/wJujN4hnZd4wHoXpinUNHpH8hB+RDz5ppCo84waJJ2vwVZg1XHFeoiRMU89slmEs+SsXtLKe/uJbWbFA46kjG8G2zSIgq4uL7enqevsEB+A3v/v99rs/+q326YvnGOkrdUFbXqrtKX1N01c0XQ2wCK4KgnPDMkiDoIBo5MXDYhTFaogKoq/UwQdk4vreVwY1EKWMev1gehaShuDKIfnj5HElz4Vrfd0y2sYk/vZ20+OlDNPLDx0U6QeVQlsPWmCGxzKUD54mjjIUVWEDWHyVw1LaRTtfLbSnnDyWZ/lmtmFqrKmD3pC4Ce/g9ARZv2mv3+5lg5yVteX2+WdP2udPn7ZVaDQG92VSr1Kvtem5tgxuI3gwD29H4pL6yL2QQOTACXzCPsqlvagx9Op1SIp+OknibH2hSmguRtLD+gtJOaJGHPKtRq16eyjDK5/u3c9c+SMfjzgrb7YNneihvqmt7JJ6lArMDHeSNsphiLMNZe4/TrS4UR5nez3BRVoS586Lguy43GBM4pTFqFRdvDeNHIuyAleDbSVKl58yaCLbiY5btRFiUpe6tlzralAmK33RTDp5eC0elU+jaWrpVvk9EjPkM1gPry1bukhLk3UcHuQw5VkGsh05q1B5LUOdU3CkpelCt5RdcmoaQ+V3tEVpGfQHMCLXSVPXBvN6bxCPDqPXx9uMsujZk0w2VsdKWncaVRvgSfJKU8t0/jhrkjAe0Vs+tO6C46cO6KUDyaeBaboa/eRs+iQo3IIXSBR+3AO/8zzB+JyBbzryeS3UTGlSb/NmVLAjY4nEpUNhFVIeh6ehjh49ODKnvArPePHq6TwLy8XOdnYEpF1B8Gye6U1fnJ8iC3Nt01eY/RAeHSt5WnxF7m2DdraMD/wFQebLsm/ebrfjCzuvgObQYbDp25SeP6s1ATNzyjJtF71s+7DuvsUDpMAphwT8nAcILUuvZRpWQ09K06DckQnake0tRKEesR3UV5qSRNiRYR0KxCALqqFHb5cz/9O/+b2XpYw1cigksrsb3M7Hnba797H5vfgRvczV0bgtjhfy/eF5FLVDh678rfnHqoyfBDVk1SEF6mVJ9CwMRAhEXoUjYbJgA0SyNmBmoY1wLpaWltr9zBKGXwGAGTzPnPHtVeAYPDncGOEarhXmEj6FxTTVgLyXODJQ5VMNbGi8ogEB7PVHKGbmMDLX7ePefvvyqy+zL4AbSbiS3mHhmj9V4DRgskACl9IxSIMoZm4LVQWulIHldmVgsPdajX/AlbNwqg7QDRgKO9CH+WNxJZ58KmEX+82RfwS8reVxW0W65ih79vImTsGTJxvAV1jpvS6N88aAMr5gPurvlE5fLJYhXRAQV0cEshsjeGgwxFsBitGhvBhT8BB3553sztqD1FNROV9zPQXfFeUs2oRG2hoNbzaFwohn8WTqB/1UQKS30ftTTzl9ZHqpqjGwkbpA0xEhnqYc0xq6Q2jImbTCyrw68DVg0hWpKxkhPluB0mhk/l3sW/HRRu02wW93TmjE++319kk7vz5vW+uj9qMvvtO2fGPl7KTNgcs6Dupam2krDUcAfEYYsBGKYtEtmd12F+WRjwYh4zZse+Bi7FqE7LJJ23E0pxvsLkPVs/aqjEIZ9nrWQykzG/Gj4TDIk0pbR3jHvY99JkW9LoeAZxxUfcChRqukFCWErpHPyAhthoyhtbIcMpu38DKdCkY8lH8P4fdgfDnSGtgahSiZKXlPGwpuKrUBD+TWukUxg099O0Mciq9RmuIALgWjcAkMrj16fG+D1f6Hch7oUmfhee7y5HXBFM63771+LLfyVhs33jifSQJxNDg90MtMp4V44Von462r+T0e8a5npstbHZELQ8F/rIfprbv42+bEpeMAPYlLruBS+Fd+O2rmBZ/IBI9FiX+1UBtIHIED7cyY2nRaAEcnwEeBbdwQOn4eyk565cCK7HiQRuNs542aRcdFCoTJfd6qVfbhe7AOLvDLNNYthVvSY+jl9dCdl1TLsjjbeTLe+9BaGbNekeGiJ7eRs9QRheTHzvw6Kilpu+BDu9XZ1lHon5m3fa+srNFJum/v6TR/pBOZt7Z45iZ4ijF95oYZbS+eLbf1tXF0k29liVc29JEu1K30PTczjlIjm8oFhJHP8khd6FtO8phc1i751M2uZbMt6dDpnGNZsy5NZsHix3anTFBEbIr1/Z/+9e+97ELoXu6u8n734R0V2UXAr2KY1zfX23hxIUPOeQcYYthgXEXpKLhEtKKlmBScaqAZFSBOxR9G2OMWCedSybC4sAhBNtr61jqEXkE5zmNI5jC+tfAhOwdeXzU/CiPRxLMaTwmaSkXBsKwQg3J6Y9JY9Ho5l+2OWHqWUUQqW8pX2LO6M7mn28npUXv96m2+je6wThkpe0CkHwydr3DIAOnvWTG1t6uQgwEnqQs8aFQKpBpqGEsQ7xK2xzhxDAglMPUREnmlGz9f05LRLqiCcjj8122RPCvwchMXc4VyFhDK64P99nH7bdvZ2W4HCOLVxWk+KhTnSmWPM1P8ULB0SsDBd8ehU7YhjlBSNjhTNPTjnutryr6EB35v38UwbifrHvs2alfKSwM91suLMvK+G5+GT5hzuEohhI7KSd7btd5IffXqVXAKEfGQwZ6hDe1KvhERZQ/ORbNSaNLTPRJqjUIZnTRuntnQHYGwbjc0iqJz0VxYvoWQNxBIHEMGX3VOzqjb8flte/P+pL3dO2m7p5dpbLNTN+2Lp8/ab7z4rB28f9/O94/b4hX4nl23EejjXuGMzeEc4wBkFMNvaOAQTs23G+VP6eC5SteNl2y6YJQGLg0ydwrOKrYbjJ+v40Y+wbnXNQqJ0M/KVclKyU7kh+Bojkbb1fpkJJ7eCPxTIHWE5JM80Mha/1IKKkOVlfP9t7RvyjOt9FRBcEinSHry6lAFfNpQwaGIQi14xRhZpwkcleO0H+NIa9kxMhTic+UDUmbUsBR11bPqXE5IrXkoZUhtA6/42+Wjrj06TSq98JQzaancV3rLEHa/7ngHX85VdoXuIPSoyXL70YkwiYeH8V1vFRzpV+V0Xnrd4UzCrrN4P+LUj0l4lGpNgoF08Xl01wDL4KnX7f9i7L+6ZFuS/E7MU4XKSJ159BVVt6pu6a4WaLQAocWAwAw4fOEbH/jAb8G17ifjC4m1+DJoNIDu6lJXHn1Si8iISDW/39/DT0ZdNLjGI3fuvV2Ym5ubm5nLneHvxCZvbvkcLu1WeDoV8Pu8gEFColpfhM3y1giQp97zMPeWRvf+nWfrW9lYwxo9KJ/hphU54tc4lEuY8sIsrn7Ck1/aKIPOOhNmo59xdKl985/BJifaJEBMbxB+ob9yJ3nSbgL7LjrODqxHi2fdFXpoi86U8/j5yqjtBojmJx7LdAo8qO3g3WF5s/+2HBwdkx5czAniilIPIwAxTAdtvWxs9NLOxDUykbtwvCLPUtckUPYim9RRyo90CpC99vAdlQ4N1EfErx0p6tFnFwsS1zh1wTRhWgEWn7aufDStNSM9l/6v//Rnn4mIn/R16N/hjKOjAzKelo3NrbKxvp59/zkcyDzJpCnBNEwrBGJUwQvBaZw2YgkgPzkq0Fb86pA5WUnc79ObwgDY2t6GOANZqZyNxuXozKMcgbns8cEdZO0khHTrWW30tfJrr6k2Hml938hV9HXBk1s2LKwVnr3MMwaPwLEIXJOJK8ftwdyVg/398uWXX1P+4wynC1tmbPn4nES4VEAImbcwjQrFiorPDE/DZlHjhFVd9dfVYa8aNgOfsFjKalqSSFlKDP3AA4U/WLyJ8t/uLZYNKraDEO/eTssSjdnzFc4w5q4n46zZ2Fj3O/82uHpqVebRzciyKVgRvlqHohF6Wp40PxsowoR0ORzIVfYymQYA8cQ3Sgrj7sZVsCCtYRia8fMzu7XRgz1+9RRIG6wfl/LQnutymZMouVDMsCH1UBV1jvfFGoxVy3udz+J54nSCjUTeqvSvgtStbPVb9HXLHEqVeMbViBKuoxcalcIRV1pJ8nQ0yGG9Y4yAL54fludvj8sljYagGBL9lX7ZHK6X44PjcnRwRsk6OdxjKYYLNMJYdCErtn65xCo6hz4X4D0mjjsH1mlH2zt7pdsfUCeObFUenVU/5LEhUz/QhdoBd0L4C/3xrzRUmMiLNVX4Dz/bov4RHMRToRtkvTTDKJCE4R/xfG7pfQ6NuHzWAKm8LVzpajzoLAqmyMN7qMm/7m2ufpUnZuHEzbvPwqJshoXdufSvW6AqLwVb4VGXNb9a3gpPvqW+qDBxrZ2N+7y+7fRv6e7j3Kdxt4gGerZgGgK99G/0MG69pJExDLdMhhn/Hm6jXfUzjnDac333uY4CVLrqX9cXVDgt/bwLTYjnvRoyNTzGs9SaybykF1fKY3wVo3z7nv7Bo9aV9DO+yq3KcZUhyob4PkexC0eIwbv6SSvD8RZY8KgvlRbNJT5Xxf0+nkmNHjjNzfCCtBVkwn1W0UmTSuu01TwYEdizPBr8ZuzMO+skZZ89R5rxoo9+SRuwlcfej/CaFzhmIR484vSlMmVzbS2K3mCH3/2mjfLEtuohWB6y9fbNu+woOz87J46Z+Ff1YK9XynC4WB492EDvDYAz46PUzwwnL/BKu7Wo+DqK5vqruoOg1nP0K+m8i2c9M0AjX9RJaGJ4TR20hFyu313BkEh9C6X+0hDJe+lf/NFHn+WzhxgAJycnIG9voJ7fvvdgNyu+nS5YAuc0SBElsegoaF3JDM8h1CBmSg4y3OyM1E/WwvizRpJv2EORPibR3oOHZXvT1esr5QJh/9Yzy9+9K4fHIyqsT88UxQXRs6ecArahQCshsBCi1RCgd4yx0FYk195CNUiCTpxY48BXBpK5/GSscFRspvXUqG++fl6++uabfCOhpYkwlclIl54o5Uol4Z+GIjzi1g+/wHhJVdNVGLO8uVcDwQqswiBhwjO4MSwwQuVZOBind0Rx0ot2lXoHGm+sLJSN5duyCW/0bieldzMt6/h1QVFjxG2asEe+Eri57peyMIygVyfbwRwNQQkhCMQyaElY6ylYWCbypzGoQMVJF2HHpdDQK6ugiZeT8hSq+EsrtxW6mtavdZ3SIC7OuS7G6XG7d/bo+KwcHJ6Uw6PTcnru6NMZRuhFRl/eYU177Gb9WNNBvkHhcc1+dKhu/bRxSx+YN9Z0rQt5UeVf+aI2GKd3ZPRMKWDU1bUMNij4Q16xd45xcE59++Gi1/uj8uuv9su7o3GZ0JNHx2dY7/DwtJxwHR+fl5PRFQ1+mDUsWucTjJL60Z2VcrfULSPk8wW4TRe75RbjYbC2Xp59+J3ywx/9qHzwwcfgReMMbq5HcRi24p+aFi/5xj/rA19pnkeedc3IbPcqDPNku4cm93zfBKFxK79Vp5LQ6ecVIVQzCe0iPPNOfQKrCVjjCrO+5C8upyIGZ+PM/IJXjR94tknKLl/VtQnVGS4N0mbNk8vcMmRJXGlc81dxOeVW262nZtZRtop7K4vO9/CIBlXgVIXU4tYiGNd41VA1/xr2+/Qwrdm3tgvGPNc8dPfx6rMdjfr9jxrfe302L5W5mTe/im/zr3jUZ+8NZ/P23vwqDPHigj6Bx/+gSDxH0ogYOa28TZjwvftGWMVTmqlM6nobYeqso993vEsX84Tmwk0UaNzW5MjD4qNrd/2N1/DKi+URx5Shgkm0GtWikBXwgGEcSxYaGk+4RCLHGbzqzKfRprn27N2y26yyDVt4BFlGoVZ5YptMbBPUOLyhcjDw0T14DwfdjIYjgItfNB2PRlV3LHVyOJodnjev3yLXPCnQA+Xs3FUYiqP1QQ+d2qUzsAos18KRgfiAd3A3d3Gd4V3XntT1Ahp9UuvWkWnK0hax13qrnRuQJr50xUgkc/O3nMa7JvyW+s3aC/7Mr/KfceCFP/hg8Jn74J3fsOc8XB3m6NlNdwH0OwHuEbQ5WY5Kj5WGUaCwcg7ZYQ3DnKc2V6s/854yLs++S/AV1xWsb5WNrc2yubONNbQBrIIiOCkvX78sz1++LK9ev8vnSlc67nEflqXBIEolVhf3KjwUipVwGX3QQuJdJTAvGCWcvUmZXUMjW6mAEUED46ccIGCv1PTPv3lefvf551TiMb1NLbwqlHLkrIygwkweosA/wupQK+DAS/jmnqEqvQk3K51pfM67YVZC/HkRB64cbanWgWtWwKfYu8Q/MfFHZfGEUCOfPoy4018uD7iervfKw/VO2aauBhgF04vLcgmT9juU2cVTMJPM69xWd6BRZvbAhW4aTBkaAh+nWyqOFdHIUJjMA3JCJ4yMsecGwPg5eIerMqifqqR3Pq697dH5uJwfn5ajw6PsLPF+hJLfzwlaVyhRT2C8KJfpEUuOxazKH2EknLmylobked4XF2f5GJFfG/Q7FE5VRSiA2LKWN8JdMtnAQTi8KTQtYt8VhOJW1zLcZsRH/KJcqKBryhh/GqwGyPhyWr55c1p+8/VhuZgsYwR0yzW08St555djjNPzcuyBWTSm0a3ftnCKw8/0Uv67q7LSXS1Lw81yjXK6xnhdWtsqXfi9O/Dz2AMM37XSW+nFYPKUsRH15LxiRk0oRzVs5G75CF6jcF7plckn8sHMNSVQy115sioJea4KNp3pqlKv/tLO+IFLmJdhtpEYuLimHBQ2ImQ628o9XNNxA53Mj/LQ5pdjzCR+hV3bbDW6Ape41sm8a8pAZ506ugMywVNYwZdL12CLQy23vd1aTuG0fIVjuHlWOs3oi2tx/j6YPrcytKvG8zKPe5o1GC2e+duejEdJ5tLWemlxG541n5q/l36hFfF8tgze+eOqcSu8eq/GDc+ztDWMtMIHT6DO/JUb+vtuCutSGI78Gbfml2nRyE/ytKwz+fj+EjqySVkVQDPcrVvhVR6qZfXdy0jiEhHrK05ZWvGq+TZX4wu65tfKZcrIbB1p8I3iqklrndV4FVajUaNzIpI8CycbFjUqZYkAAr5tRP8KWx5c4d0Nb9bp6OyseF7OoOu5G+R9iyxx9PMaOdtzlLyf7cnffPMi0+iOQJqFueWQNmiyOkRGb/W5hnSskWFkUA3Ze96o5RCNdncuv8qzGL+Oms3avVGsC+WwnaP4kaEjA07XeliQgw1QP6MJtmf1kvnobK8635f+8KPhZw6jDoarZd3540E/K8rTkEgUZrMiJdiMiMCbCRSVMAUQePyd06TgpiWszlH68Z5OWfXc+M3NsrGzBQFWyiW9r2OUxUt6eRohxwh8D1e4ufO8cQTmYL0sQHS/T+6362sDAbg9A5gxPVkLQniGGmdEtPK9FDYuaBMPzzOw0Uk0FyfK8DJnWyNwRm/1iy++LF99/XW5Hqs4bUKWB6VRi4xXbVjVmgo1429jCWHx02cWfe7BIOI3Z1QrVOKLs17gaEY1V66snYBR6F16TK7NGEJwXyx9OHOjt1T2sCYfbvTKs91hebRNvXXo/QPGTwjf0iOdqqQpvwzpCXDrGHYeCrO0BHMQT/jOdan83U+e0+6Ab3kla6UtQhsmuqLunQLwVEh791qeCkSV6BR6+dEgDYHzk3OU5WE5V8nn6F/w7bsSVgt6CWbEqABmb7iGRbybjwitDtfTS3f0aRv+2NxaL7t7u2UHPpEfHS3a2t6CdzbS4DRadNbl5egiXyf0w1Uq8yundhzGj3VRhYnxbqBdykbhYrhRZxlGoxyX4+tydg7vYZR8+eKkfP3qpFxhAPgRoGtpovDgWindDKt5LuMYA81DQTSyFLruGNnY2qFcW2VCz/LK8iIYbjs96LdYTi8vM/JxsI+BcXJapzRo0BnJIA/hWB9yUF19b5Zwg37hnXbhP1MeVcFVIeh7ymZcy2dcb0RRiBlePQRchZLPCfOpRkib0EkzebEKp+qnC/j4EZ96NKQZy4GNmxfCtlldykQ8p0GM1RSccXS1DPWKkUaYcCxjxU2FYdxaVvFoc/uGC0d4Ne59eYiFv+WotGnGjFfF07QqpXkcWjrv+td7rQdxqLjpGpwaVuP6WPGKT+7GM53uPq44iXfFfd41uPW5pa+u5lf9JV/Ys0YKnHY1/tH5XJU6zxoBSeMIr2VZnsnK2masoFpLxmk0qdd7PKFpHHBnxSK8Js/z7L+vPnvJU/6sSz3kmd+DPUvVXM0PXNvz7K78zZky3KVFjVfry+c4b3iY2nwcAahpDZvFMc3sbht0zZRyQao7ZeodMRzYN1d3GPB3ka1+syXrqoAjbzlV3qO925F4/s1X5YjOQkppMXlQrqJiSr+7WNY3OmVzrVsWPV3Tzl6momo7sKx1O6CGszoMWck9CwyBk7aJTMp0Dc+OYOqvhZWJAPyvwVN5HyNE5iCe7VNZXds0eAmGe3QO6YSx9C9+/uQzBax7/tdW/diPvUMTV+WzsASRQhLTkFwNYp76wk1e2FHxo1wRMElpBXFlBABBvra+kcVcWmTHx0fl5Zt3Zf/gqLzZPyqH5xcUaqX0+sTpD6Ocuh6ruOSJTQ7JuqBKXMgbwRUBOKtYTyG0V5t5YPxtgBIx290Q1vZSLLDEq9S08iSEwhHLHSK+efm6/PrXvy2H+y7oUPHXhk0JakPJU2U2rSv5SF/LHLgJbQxpM9NJK1dI4DLkVtNYDivEMPHK8A7Ful2yD0jlwwye95/V9VfcCR9KQ2i36zkNWJC7qwvlg91uefKgWzbXF2CwNK006MXlLgpqqYwdtoZ+bcHdOsq1B039ngQaLVy6iPJyrYXbPx3NUapoubp+QiHryvHrW3r/tgacFqdKNj3oC5Q/jH90SG8dutnTdwj/GGU3Rtl3VrB69x6XJ08/LrsPnpaHj56iRIEL4+/t7qHon5Th2mY5O74o+2/eBP/drc3y9PGj8mBnpww9iwIDYs2FqfCOa1Pa+RQ9YGjctV0ANpbx+TiGhx8jOgcv5/kveY7BB77WC5ij3CkLVeNx1A7H+3XM1xgv70bX5Vcvj8ur47NyAw95br6rXu8g1o2XuMPXHsCpYXStOXA3BdQ0Uy/D3ip08bAQGtYSBF7qlym8d2l8T8akkhcnkB6eDC7Av8Xfkb1MJ/Bz7cXCsoxCsw774Bu+gWvkF646/UGY/wyBl8JOtgVZkoRRFNS5fFuVKnG5nC8Mn878MQOAMePNwBAArRfcfm+Y2S8l+UaY7T/C1+fEq3ilveDfFPK1xDBN8LKe4Htwsiym0UCouNd0LS0R4UXFmnANtzUZRxiyrX4+m762SS/hz1/VP2yetMJRsOoiRpQh1GOFX+PUuBWeYTrzrPHMQ794EK+Wubl5HCrMlr7WV3s3fR3q1b+maXB81rX3GqfSQSdu1d3TxSozmUkMbTikjmawm7FFEc2eutMIE397qo5qOcInz+FBm1J9Cm0RPCs8aYWPXXrrPTTAXzgpD37Cix/5Jrzylrzma12TZEiljyFBeHbVcw3uXcqORzojxHVIPmmEsIicov5UmpYDBIAPPwvSQgEpu9BoS5lCkN4VTOJEvvLg57Rsa8a3pbvmzbGcZfL16vDu5SFg9A5LZ+mqdKSri6Mx7C8vLgANje6QI+dH5fjgbbl1ioDo2a0JaM8Eoc+G8l/OroC1tR7410JbNkchyCIGsh2DCAQ8HBWe3kwR325DRI6lx0+nThmMsk/ng5/3Wr/IFOoHlZHRWylsu5aprVdi8cKrIxPqydQZ/iC69D//xQ8+86x/F/517THDKel1JwFQxEnK4TIMQ2ZpSzXfED8KhIJpAFSkeEYw+hnhzS16dBtbZbA6zNz/vh8bev26vH7zll7jBX5ThCy92C7CfXWNnmk3BcgWCgSrWbsuwCGOeoCNRK+WVO3R1GG4uh5ARhBz8ZIxXCdQ54ojRCBI4sARLoRRafr9g1/95jfl6y++juIII5O2NURdBJ2F1XFT+AAksjX0MRVxmkDRs9JfQhtuxIqXzjDjN+HUFnNpAEhcf3KtvOKHLDSytCgHpOyghFcXr8ru2mLZGS5htMGo0KoHDWQQP3V7PtKKNJNOOUfBjOhpLw27ZXVrWLdykq+LLpdRQn5uON8AkCGB78iIFqoYu0DPL/NBNOoYvkCuSzenjsYXKN3RuExd2Mf7uQftnJ6iiKexXq9kamAsrfQiaDQ4Ts/PyuGRC2dGZUL8/Tf75dXzF+UUo3Bt2CsfPH1ctne3Uf79jAxkjr+jsvdyR0AnowFu25Rf69cKu5mWCo9KQ3jPrZ2jEZd3GqqjF+MxedJ7d3eDUwZXGgngekqYHwp6fXxavnx3Vo7PUe7k57csoCzwrDeFEHWsv7xN/fQo3drKUlmFv7rk21PoZQ0rdQ9jZJRhMi2XNGRHFFwP06OR9lyQRfxr2o285gJUT3TU6PIsBvn5Fjw1chwpsB4IfA9Xlqq8VpWgxU7BcWG39/zGHQ/pIk3ktTBenOkqj2fErwJ57+ooW2sDhskb0qHyufDTsyDYOE3J6JQd8wrefNIOKK/RTKNrxoKwaps1P/+btobV9F74B0f9EMqO0wZGjaNrSq/Gu3f6G6fhWOPXODWqabxXY6Tl0fzau0HBfwa/3YXrlfaT9C2PPOW/cStM01i2eOMqfZprzw1nr8itWRT9fa7GTOUF6+F9rxoea3k3XFq52zsJUvo6OsA9ylSlyQtxat7KWHMwov+UDHjIuNKregqkvs3qr4biN9O47ecWQ9VSNHFlGu7E5hbno37yaHM8Kv9iBHC3xo2eZO4+04c04e3AMc8Zg/mnn/Dgu/jjNDQW4c0sriZo2dEPnDHo4Jc+12pnkYtOU3eprPdXMO6XyzqXPfmVRdroGJminDs/L6PzE4yBc2TJJZ0iv6tzhTy9zeLoLm1Xo8IpXfpuKH+/quuntF2sXuvANh5SRJFw50pR+JeOKPhkJHyMkaYRQOcqZwdw3dLZgKsyypmpAt9sY+EDR92Q1aENHRbKLCnkpayjw/CI6aGVBd2W/v2ff/8zh+slXioaJzI5ySjxKjNO1QCE+LnX9BRTqbO4AHavpB72bFXIfjZ2Y3Oz9FcHSeehPy9fvcrc/+HhcRSIBXQbYK83tNQU1G+5T8uUPN1rvdRZjQJyaNth5zbM4SiFi9xUkDJZO4FQfpEpREqitEUxOhnbKY0wJXGculA5vHrlKMCvytu3+yGSjSlGUBoDUCSqnOcf97pqFZrEy7Dqn4ZI1lHk5J5mI0KEV963Zm3EVh3hPpNf4suYJF5RUdDz7QwH0HiF8jo24ByPQ9zXWflP3xFr9Lps9GFYtM8q8ZZB5vIMA+vNQTk/OkdJA/KaPipMcQaDHKNoblCga/S0/caDozMuaPHMB1FUwNuOxU3FGyNAhQfO5p8m56Z66Kb16TSFhocwoqDldvJy+sV5rvohjZtyRmM5QsGfHZ+U05OTfG76zN0nB+/Ktb32i3OMCXreKMqH9P5//tMfYy2vR2Gr9N3hoYGZBsuzx9t6aqXnHnSwfnKal8/JsxoIGgdWhGtSoFqmCPwS5fUNBgCmuSMbng9+7vw+hsxofF3evTsor94cllcHI/CGBkuqeASqI0XUkb0QigkNrtILGIDbw0GvPIaWe10aNnE2F7tlq9svAxsYdFiGv3LS5Z0jUi4ugoo39D6cP6RMmnayhNuQ7FXo7CE6qmFoKG3+ME+EBJKuKsQqtGv8/A8cXTMqo6jlR64m1CNkZ850vhtWe8T6BVic/vOuwiX9LI7PPoU/kl8NbwpR5105EDz8ASO9M9GgLBkNsx2Aa9pSuk48ZNRJvCv+tQy1jPW54mYb9X3ezb/7HDzn7pUWVZ55VZlR/Vq4rvkZXnFxlKLSr8WZjz//3Mqvn04YwjJcvygtZGtz+rX083G961q69iw+5tHiZpgYP9cs1V7zPUxBVH6o7xI6owq+mzZ+ykXrBh7xnToJDjV7nH7CrR7pxeaRzhQNE0x5rBxrQ6WqiMTz3NV+vIRfBBncAGvd66XfPN/qkaF/y0Rc4YIV/jWN3yto2xgXULxCTy7CNUJoAU3uqGPe04bpsS9Dr5j33PvIzx2U89bqYnmw0SsP1lfLk6218nB7rezSa99GDm+v9csW1+Ya8oVyuiZrAR5d5OpYXvnVUWeEbr+7gs4blrXVXhkiHzytdYBlQT8mHdYV2zB01pAQ4QGd5BU7BXSYnMKUp/O5czpuTj1apuxQQC9e0cW/RTZJcddVaBCowxzISE+fMjrreQNdrp2ujNyjAwdBribyN9QAfzsjylaP/Q/hwWvpf/3HP8k5AXrIMGEQgEI6KgAsrB0Qt2naqE0k4UXYsMyNQAxXR7q9yC1pa5v05hDmKwi8fIt//6i8QdB+8+JFOTw4DnJ3ILLSHZRlBKcV7TaIS3pEo7HMaF4QiJ6ePUjzytwIOSo0VEJZMEVBtHo8sljGiYUErsax5+raAxuOjCeD5NAbqaaZhPPghS+//KJ8+cXX9ArPSecBL5UjmzAVpkIotcZFSPCTg2NkSK+EG1IbVOLhH0ZM/qTlNUzKPTiS1mer1UrxCFunOtw5sbO3V/aePCofffxx2djezgjKOcoS8w+m5lq+K1vDTg5w0gAYYwAcvDooZwf0JK/J74rGhlKe0tO/AM/Tq2m5oKz9tTXqZ7V06eV6ciCRqTd6/tC47bSQF/KlREcIULAaAzeTa5pTFegq2VUXuvVWyyqM7iJGBcAtaTUAttaGMP8aVnVHcwGLeBmlvRIeWrLhoczX+zSQHGLUQbFjeaPQPfa3gzHhnNvZ8THRtV6tY7m8WtfSzF5gj/gbGktOY0Bf+cd8XKWrEaMR0gvsmZHSuYPPMCqzK4J3h+sB69nel54N8PodBuq7cnROA5cG0MdsNTrlb3dnrFBX7pBxK+Y2MD8g/ycYHbvg36d6e9Rj/8aTA+/KOvW9Mes5OHlQv5ngcCtloE0sYjx5noALUC/PMYYwUBz+c0QIIlfeol4smwJCrwVoIz8qACqv6z8L418Ed/gQPBtfcjWl1BSL96pMjGedV+XTYMy7Fk9/L2E1mL77rGv+VSbUdBqSvw+XO/Ey5RE/8UqLIJ55AAu8I6ypowan4iCO9VkZdI1BrGtGRsOn4avTz3f9G17Gvcenlr+9zz/P34XhXTfv12D7blrza3RoYTrDWrzmDG93/VvY/Luw5v3as67BbvlVQ+6+flt839tljMipWRwizXjJrbTUrbJTOWm+AQ+8/EhD3Bgb8KT+Ccc7xhlXhvqBYzttHRv9M70gLhq3iVPpSsLEFZdcAozf7N3L+N7in1wDO+nhFcvgh7yytc92QeSckMdlOoQYbRz+Jr7fTVmhE7tC2XqErWMF7NA3fbS1UZ49XON5qeytofDppbveah3jYEh7s5PVdxcW8QfKKXh6FRky6BDOfcOOFXJlgEwaoumHfXv7dFQQL13wcNRBxT9wNNOuFDScIsddM3V1PUaBo7hR+HdZLMyFPPAEx7R74rpYOmsEFOvIqkx/eAaApKMsMUxnce1Qu+3Vj8pNLq+yCDs2gBfsbzXYzvwwWEb+oL+Hpmn8Lf2Hf/TDz8IUEDgLlRRAIB4LXYLj0ogsFHG05jPfTpCN0M8FO0fs6MDaOgRFgfkteRnmYnSZ1d0vEbLOGR9hAKh4lyDW0oofUehRv37PmV55VjD6Rg8TYb62vl56G1sYCj2spNsyFQcEdA+jwSF+91uDTQRnY3Sv2ig0SMAXHFTidY85wgBqtK2BKgrnk37721+X169eZbhFJdMalnEkbhW0EG3e8ZqDbMJ40NO882wDMC/iQFMt2ZwaRxxp7BWlZbxZY9PPUZnp9TSKZ0yNO5Q9QFE+ffpB+fjj75TBcFgOT+lJTy/KJXRwSGh3bT0L565Gk3L86qScH01QRCjW5VXyda1Bp0yoswvinqFgzyeX1O1N2RwMYOAutEdxotBdE0D2qV+FidM4MaKoW0cjHJ1QsVrmnL2An7Vk2bQs0wClGUD69KD79shRos7bP9jeKY+393Jg0dpgqBlRevKJOGCMrOUMA4f3l8p4QuO4OEcpT6gnt92NMtWQLwAqrMKT4lCVi7zoNIN4ilcPXspulVl4lD1hTh10+hgDNG5X5C7x7mdxuxhICgp7+2PycXviGXw4ncAH9BiM5+E/QKK05I3i0Xp2jOAZ+T10nQY8sEIPYEGlRJsAYlmFJl1oYeNfWnCXiVb+LUbYFYaS0mGdciigPFyJxjo+x8J3ysUpHASCvZrrSXhcw8y2Z/T7qbaq3NpdgyH8Bo7yWVNm73kM15SlsLxa+srjld/Dh3Pp5t9Dz9BcUVx5tqVvMHTGkf6GtzCfNcQoWdpii9fS1zxq27B81pGuwWg4tHfx926ZvOsMb88634Xf8jFtu4ynX4M5n/bbcXQN1jz8lm4+rfeWtvm1PFpYS9PC5v1bOsvX8Gv3Fm/e33jSoNKh5k9gjR9eUPao2H2jLMpJSJtzW4wPDsmTMN/r/PqszPIa6ROLuonxINrESULbP/zpo0GmB8GZ0obmvCaaaXmIARBFVMsSClCG/84BwzJUR1n8+Q4MuUL5amjooezRklcBGtuyxDhoNCAFwX73Ywl5sohwdQRgp79YHq51y0N6/NsDlHgPw717h4L39A9w86wVjPYVBFoHpJcWr+hogSswljEm0Dx0nDQsMHShaR8F7/dY3EKYTxbfjckPPpYWtGep4RoBagmlgY5DbykuxuMbOjtnGSW9OBsjdzwVVwUtXS2nHWNkBo0/C5sp2/vzAOgwuDXf2ZnoQuuFtHB8ps3PMQDGE3hEsUIc20FPuQ5JAl1aSUvwtEku/V/+Tz/67D2Tp7C1ciSxJ47ZOzQ8lQOCrrQPI+lluUjnsP86SntrdyfD+BejcXn99m15/fp1efHiTXm7v4/fOYIZ5YAy6NGLVHhrgV5c0vuHAHU4hEKCaIarUf7LXcw1CuCilXwzf1rPMKgf6+FZgW+lU1J/FjYWKQWtjeO+8WdLB5c4u/DQFdnPn78sv/vdb8qbN+/wk0VmxJwJmtqjcjQAbjKUQoeJ5cv0VsKSCTP/DNlnWgQnoWc46bw3XEJPnM8yrNs5AgWrE3UVYXiCwfT69atyiPGkAXQN2GuU9xRwTg+E9s5Bw0x3EwTvDT3Ma3rud5aD7Km3EcxzgHKbUm4wL0uTSVldvs0wl3Sz905QhsjFxS80trlo8ZGUdZoDPKFFditQPlgHHFFOMF3mpmV08qUtOQBXblGmjhBsUdd78MaA3u9Gd/V9w3FF7cb6AIMOuNKUxqEinNIjdr3B+blTB+dYsh7LaTu/ybC++NjkpZkGmgaYQk5qauA5hJaRHMsCvT2QSj5bwqKvRk8vowWepJWxM/jI94cPHuRaxSCxsS86dXB5iQWt8JhmCLFLHajkH8GbHwALTi9rYHMDfU8vTssldTIYrENXaOqZBJMRwoA04KrhnCktabPg9MUAPu6V0flFOTnbL9cL52VxBVgIkBW6wtM7dx64TsBhQYUDGcMT2RkhPKUI5dIvQo8r1j30ae1AnpVOEaIz1/jYdqOLMIVWladrvPbcLnlVeN5bnJy4iNPvWlxwLb5xvdf2Uw0xnW3B/Bt805q3rj0b33Dxa/C8hGGYcRoe5mvcBrNdLdy43ptrzy2vlrdw3uM4g2FcL+N+27+9N9fierU8G3yfW1rdfDpdC/eua7jrvHsJp6Wbh9/obF049QaLmgjZKBMAg3aQFf8WM2GwjLCQsfb+nDsGcOSpvWd5VBi28zbF4PP7/OUdOhc0efyrnF2EV4lV8+PKKAKPwdNsLVtwr7wQviVeRo/1J15L+/6aOeWo8IIJ/rW2qjNtRoHBr579P4sDTh5bbiJHlG5pPyrlAfns0XN/vLFSnmyvlUc7q8hAF1ujP2hfHgfsjKafO1+mzbrkxA4Of8CrxrnlyLokeMXPa3c73ElvvBUSewcbMNFw0PClLoCbkUwQksNoAZmaMK2jJ/bwr6bowItpuTy/5I7Mo1MnnZYzGkn79JP6yCq3FdcFgfIAEPnn9vbsKAA3D2tz3PHi8grZOS1ucnPkUkOhCy37jto6nElcP4OsUSTlvJb+l7/8FCOgVlY7ntagzMW2YfZZdP9nfpK/WCzE3djaKE8ePcvq7QmIujLbLX+v37wubw/2y/HRWYbyHbodrm9kbvcaGB4LO/KkOIS7IwmWLAoUQec+cBe5LDgcrcAiY4erUr8yHx6gkB7GCpZYbRRNUNRei1ZV3YbRC69lMQ1ltNco45+enmUq4Je//FV61hoh8rAuDEY+FtSGKTyfI3DN2d6XeFCOrHj1qiFcIisQqaVHa7jA0uyyBnHCDN353YJnVJlDwoFHcipqcn6ew3aOz88wlEZZ6GFLldGXnTc617KkTJgOqDzqBANgaaXckOeY8p7ACVOY3EWDni44IB/0V3rrXZSf+ers8TvXHgPLOieutW0dS88IArv6oauCV2vWEQk5QwW7UlYx7PwugecRZIqGq4fCDAzi3PgRKC5X6CuE7OlfXJxg3KFsKbs9fb8PMKFloM751e0xOa54OsayHcHY8goGA+k1bAwfRwBCl0r8CIgFrV7ydU2Fq+A7qx34D6MSfBT4LoTM4jcabgf+cYjM7+hvbg7Lh493yqO9bQwITwVEiJD/zdU5FL6hl48gGfbKExrTOpnZc3DnyiFGwwn5Tgn3w1cTjRby1kr3sCZpdA1ujsyc3y6XwZpGcKeMHPmYXoCj/AG+0ATxTCHkbQ1ce3rUJ2XUaLX3k8NtrB/KLivpp6vcZ62RGwHSKLQI783i8NzeI4RxPnu1NM3Pd53xWvpreNI4Kl79pGVL356ba+0mcIILZci9wjfcoJq+4uXQL4+Jb6BhEfgzXJthY1rza+Vrbv55HpfmTGcZDGvpKx41L591Lb8Gr90bzG/DNnw+7revBu/broU39+3yNGd+LcznRtdmAAGp+kUyhn3CD9rD+Y4LLvJa2UL7FYYlsLy2A/2FIzwqqaYmjsPXJCDMyAIhlf6gWOWeweZkCi9g+2QCMvcdwVHfeQ6uwuMtfgJqzkfzS1yDwHdWHzE4iJARCZxyU3iG2vaV/dntYlryNZ24d+nJO9a81Vkoj3fXy2Pa93a/W/oobb/tjy4mO1QnBrjTqlIwW7Lp4Eknlbnty1ERO0ZZpIx8zBo4r3SaoInoBDVbHyQSV59R3lLfqWkNn3p+Dv5qZnEmTqb1SOR1RXxHhN3Z5ZR5KJuyelwxce24QAM7bnbEpIPGm7aeH9tzFGA8dkEybY04mh/ZBeHUKPh6nL/GjmSUVkEZ9Jf+3Z99/zNLYEGtE8mthSfSXkaMxQVz1PnS2ljsVW1tbWf/+WB1rYzGl+XwmN6rJ7y9e4vyP8FvgoLpEr6aI1MVYBoKI1eUo8QU0hkCQWh3EdAiW49g5FJg+5nint9nW6awEE9mkDlmylTzJMPrVlYTJBYC4hpqfr6m18ivxkEQ0wN78eJl+e1vP8+JdC6qce+2RoVMK9kto0xbDQCZxf8AI7134ZpH6DO7hF+fdLNn45O/tAw8GQH/MCp+NjzzcleEByntQFPp+vjho/L46QdldW0t+9gnnmKIwbSC5TiAiQYyj0qRXueES0ZY8OM1Aw+5wbokzGa43h+WHWi/ixG2QQ/cRpKvUKFcPJExpy1SxuVMCwDT4s2cdLMXnp4Dz3KqSq+dZ60SltEyBeI+RzhMONZdj164i/Ykm4rcbS7DjfXSXxuiYFXCKEYUvnZfH8XaXxuUwXAt19oG943Vso6BqcLs0XB7g0H40B0LnvN/fnlWjs/OyuHpKYbSaYbz/bbBWLxoSCphTwhM54UGoMDwsA1r1+mNLrzlSIHb+1S8PXoKzgEOu4tlc71fdtfXyoOdjbI57Jdl4C1fj0sfmBvLd2UTmI4KyBtXCIITnl+Q1wm0cdsfTJvekj2GnnSm3m+sf/wnrlMgjkOzp6OTckk5HH2w12BPIiMdxFfIdJphG34xTH6s/Fd7SYboLBWUpo5q/TUe5IlHoob36ru8S3zem5+uKUDzU0HqDI+iwM+7vHo9U6Jt6kVYTTF5n4cbAYnLaA1eNlvDNCzr/R7/OsqRklqS9/Aari1/n1sZvOadcVqeLazhcq8w72nQ8G1u3k9Y3hs88ZnPr4Xr5v3/R044pmnPLc3fB6Ph0e7zfuJhHZiu0eg9T7SizB7a8HiFAXy8KVnNiyswqGuxcj450zVaDoSpEKszHvSKbKtKz1qKcS8YYL6/ApMrGVHe4IHSsgNh2WUC/RqixK3v3s0XPGe4KafN0WfzMb94GJ9Hj+2+iZc4OdGIN/AtqeTQgB9273KI2gNkyQO356HE+7Rfh/WX7fByrzst8PPkv65Ti9DUssUwBw+Uv6PEGXWmPcY4SRlFDflNuSIbiRt5Cbh0IiuyMSI0UCyD6aVJZD90lGYpm6zP3YXu1qm68fxsAiyPDHbqnQLZ8bTskMnRjyyS5+eo9YRM/VaA6wkmGACuq0tVgoEdQOWtZxvEsJFi4mL+yJzYI//2T7/7mQiEWfQQaQvIz0xzLjzQfLYwXVfzd/rZ+re9vV3cu6hQ9rO7r169Km/236G0zlPfHq3aQ/GoaDQgJg7rT2bKQ6OCjJdRFK7uVmBK6DCsDAAeK1n85e4Ct/S5LsBCq9oc0oRgFsghjuAvM4izjbNWkAE2fq/wEHGcV3EnwG9+89vy1VfPwcf5V+ddgGmDAPG6irkKGwkZ4vMUmFzQl7uZJIv7a+ZqOsKNQuXEoJLo/DL8FhyFScWDs4sjd1H63/3oo/LRxx+VB48elq3NeliOR1SeHB7FqlyDBhtkvoPRsgHTrnLvQCcV48XNJde0jG6n5fJ6Qo+a3hrwB9B0AxoPYBrYKL1Kd19cWRYUXwQyZfEkQBefWY4wKnSOlYnACaOD7hXw7f3HIBOWZTAu+VxaP8BxdEGjbgWjY6GzUqaUNbtAMLvX/U7EcJAVtH2U8DJ1t4LS7RJXpdyFVwbD9Sj8AYrYtSVDaDBYrwaC35zwC3wLKEhXBse4kP9cOMnliYNnbkM8Oc4R2K4xcLTJkyPHGKT2nm1FNkInSKwlV9gqgPrAXllAuLpIjxDn/Qa9Thmudsq2q3wdRXGukJQ9603BBQ0vuN4A7zn0OxOi8/4YtuFv4GZ9AHGl9y0G0mi5H5l3i7Dxgya3154zPiJPtwV6kceyOE7LOuV+/MijuxdjZGvUOB0jfpbEaRqHFd87BFuEC3l5KcwyWmMdWVdzznfbhXzZFFrSzNLP+7f4tY3dX8abV2w+e/CTzjAFmq4qYMqMkEo+0on3agwkdoUZAWs49KU+hKFrsHX/I9zac8MrcP6euA2nFt4u2yQ37uApfye+YZb7Pk1L9+3033Y1fXUtvKVpbj5tu4uv8Vo5dPP3+3izZ7KZYZp2SeL417x+nx7Gk/dlQOVr4EBzKZspBcME7zVDXwWUbEgjLNO61iprBoQTwTpL1PJJ2iTKc9KLW+JVJ774tpfAIoOKF4/V6Kjw7EmbNtF4X/DAM/GKUgYXFRTwq8FD26W6PD9mrVPKk92tsosRMFTW0GrcwqeY86RbmIz0pLUd0b4dubP9KNuli3la954WKD9mHQL5ZfqN52zJA6esoxJf8HE01/afkYkZ3vVsD9JagkqclEN6qxsc7cvIVGI4vaAe8jRTdKVr5Wg/KTu4SUYQiBx3RMGPjll8jQDraHKFXHQkAMTk2h6wur0VRL0dr6oDiFnhgYO/pf/5Lz/9TETAFOD+cceJhFe+YAQhHCbu0HN05bdH/q6uDpPR2eiyvMMA8LhdF/+54tr56A4GQAeh7vyrDOacqD3WfMpUAUmeLs7ztDqZyi1nWYlOiVwMpoJZQjl6wBAUTV7ST8StoCycomCVzlZ8teDiEcZ1LcEUoVRPY0uF4C8uX331dfn1r/+u+NEkhbVpkQGEq+wqbuLiHFDmmIU7c4LR1aqsTpyaS0OaueZtT7TOw1Lx8bOnR9kxfnZ39/Idhb0He+X73/8UY+AhZa9C6+j0pDx/8TyLR+x5rlOtQ5Tyg86gPBmslU2UrEP7ws7w//WonEwvoxjFwqHAATQaLKzQAGAyaUIBLmEej7+lTxf6Wq/OuXuGgPk69Oy8kfPs9vLTHqUFtKpMaB1IeF4IXEHxKfpd/KWFqX/S8u5vEd5xod0Qpf7gwYOys7Od3v0iTGmeGgFZawIcn5exyNP7h3/kDRuofGnjy2gRZU410APwGwDyrspQhTdGWV6O67cALi4v8h0CR1LcrugOiwuMBA0FT4ms/vTGzy/KCMP15golTF07FSYdFqCpInJrbTULiYZ9GrbrJ8g8fWUa/Qj83kLvt/AZKppyo7BpiM71IasQOsQF5wVoPIFn9ycaSvA8hvTqeq/s7LrY9QKanZDnOQx0Q8Ol9w34x48G5ac//qisDjrl5PSQ8lBjtCebMkjCowoYyw7/p/FKFf18tLnLb462iSx+M//ZK8/tqTrfGy/73BSIPO299oZ+XyF6NZ6v89N1pGBe+RiuEpiJnvjrWh663P0Dv/erzXHfxkcnDoFJ2Dysb99beIOhM22LM+9f43lZlmrAOBqjHNEZ1zwbDroGex6Orr3P5+295SuMRtMWp4U1v/Zck/9+2mo8aVgZzpUo1JNCEjcft7ngMY8DjOl2Md/rAWC0XutRRRcSEI/Lm3koG1WQ5mUdNf6qbOc/0xCtYvN7zmBD6kO9R6HSkJqBlQ5cgPGf/OwVx4EzMau/0HkXHdeFqfiU6flCHmGABDSKnucBYHfXO+Xx9mb2/Wu8O99Pd5JIjm6RAjyWHBVQ+WMg+L/23AEEPvJARgY0AHiPAeBPdBQC5O/zeyORVuuWPxW68A2r/OSz9cbdeD6QNlPuwiZytniCgaMadhTFxXNfENNZOK8epgZIDd3Bw6mBuugczLmUCZ5pMrEzho5DFFJm+nk9pz+pa4wg1z6kA2o9g60uUx3/7i9+8Fkl7IzhfDYjLi0UVx6q8P2m8sbGZlnDCFhCCJ9ejMvbg4N8NenF2zflEEV1fUOarp9cHFA4KA+hMk+BgrEX457pmrNDsosofhWt855QjMK76MFtC64RcHhwCUPCYRqZLixQNWiIWLeGWBQLL+9aURKwQ5gM5KIZ+0syvsMsCGLuR0dnORfg66+fxwBI49BBHBVXtphYSal0YBvuH5k5fFJphKyuqeJCv7nLiqlDdMCaPaexUS4Xezj0Zrldr7C1uSNHF7Rg+eDDD8vmwz168XU+SJq9OdpHUZ2hUNzeslh2MJw+7G+UZ92VsgoeWZRCL3oB/9H1Qjmn9ic0hAXoMOjR6+6sgeAyzLRcLm6XyxG9sTeOhowm5dAtKISt9teL51/HQIP+MsqNjQWFlAVD9jspu7yQbZbEUzGH5pTLUQqKRo9X4iCgESgZZltwTz7xpSvl2cIqX9vYQnktlvF0DG9M6OH3smhFY8sdJoPVfllR0WMUuorfhuJcmgaNNIkhgpL1QCCH/hUAjpY4dKZgDa6UwXaZUSzCXYswxThwsaHHU59djLIDww8XnXIdHx3hd15OzkflErpohNr76FJmtxd5kIhbf1YHi7SBVcriiBY9c+gxpo5PweNY47f0yhh6nmps3rlpkAa6CC7OEFBHd7Snowsa72If6iqIrst3voOi/8lOefpIXrguu8OFsre+RL1dl+9/Z7f89Psflc2NDgbhfjk6hmYUb3IFzbvyI0SPoTITKOCsoJDXMucnDaB9E3oKUi/bVuXLevdqrj23UQK3iXq/pk695hVh8/PSmVb+b3B9bspa1rAtmVY/4yiAovTx805B+PNHfODpb1pdy7O96yrcCtOrlUX48+G6Ftaedcarz8YTZ5Wr4cKro2RBKuHGE0aVJw1Gc/N46ebx0TU8m998/Pn39Pp4D33iZZgwpAWtK7St07MWM0PUhNrcMpqh3JnF+zZOwQWeNkEeI6OIDiB7ltI9Cp50lYL+J6L5U+6MClhHKUctky5wce/r1fSzOiBm6rKu1DNTcBQOaVR6lIZAaCosac7NUTZ9xc782vx17bVLP9NrCPJKgnA9PO50Wo+e/iYdiYca7pvdstZDdmC4d5BFnYVrdI4dCQ08ASM7oQH9D8rEhd8KnZJ8odKRZvJRN60gAJDW0KYaTdFNlDNyCRmYtWkYyI0uwlbmJ04MCOtMHGs+6sbaMRS+9SfPW2bwoVzhOmSL5XUXGiI3ejRfvqSjZPyUVj0JZlPlK6ShCpGJylwVPfmQVw850aU87lbKlAAplVSytu0v0wH//s++/1kE+hwiErxaC1r/nczlOjTdG6yGLU5Oz/NRF6cA3u0flHMEqj34ZYR2xwVipHElvr1wD+Spn0OcULL6HYEeBPP79fZqXIhhj0YjwAagntfyykE03dV8fEUrKaevcbl4QstV1vKqp4fZ8BU+VqBEp/T6QnXnLuuzjHmXryV+8cUX+TiNjHqNADP+e6ZVEAAvPV2c/rB/rUA5Ugcx5xuY6X33suKrk1lm8YUAte2VEZsQDR7LcVOmKJM3+/tl//AAJXSWoW0tw61NF6d1ofVJOTw5LMtU7BplezwYlidcG8Ck+w5zXJVLlJBD7i629FCnS+63GGRrK5tlZ/0B6HbKwfll+ZKe7xtq8BCmfodB9tbDezAE3Oa5AZ3hSegO3hgWLiKRs1I1XgVjDK9sOzII/G2TSwswpdYvJessuxAQZtRwUCD5YumBkyFhcPK8/+OTY64jFPlFpT1l8RO/Dp9reIZVJSPwHTKv52HXhYgON7uY1PUm7mpwTix7aUnrqtq6aBH+oMLqLg/8xQVg1k3qZ4aP4bUwlacm4xvw87ClalCYv4sd3a2iIMrx1D2XCGpp35QR8d6NxuXV+UU5oKfhEcE30OAW3r7VQLLBXZ9nfnJjsAZOnXLmOQ63K5T3ppyf75eN1Wn5g59+UH760++g9PfKJ8/2ynef7ZaPP1grn373SVlfdXTGswz8ouJFmY7ACzj1OG8VMu+UrvKtKKtsEJCUOb0r7vwlRAFgHFu7/+fdfJvJ0CTl1enf2oeX4bp5ZdWc760NtOf3F+GuZq7recxL/GueUTyCRcDLe8YWB13Do8Frd1276+bjNdfwbvh4pV5n7j69cCsu1a/iU+NX/Bt9atwKy0vX4DZ4Lb/7NNW1d+N5NRiNrvq1Zy/zEmQNsx7uYTqiqX8rozQL5rNy6J+4guGKsU6YRwELM/knXq2/4CRpKK+8Y2hAJb30MJGGkfjwTyAJ9P2erg2/vONPCPkKy/TEN4myI/HAX7+ZyxNh6iOdJar0EB4ePGTYnbztdOSRAEdsc6A3eK/1VsqjzWHZ3RyU1Q78RNtZplPUIfLSsvoHnaCMIf86soi/o9Digp/KPIqbMqqo6yJBkdGvPlu/jb7KauPnS4LcDddoa/Ekkx0nZZKurivQr9IrNKHMcWnD+JPItEsYJDVuVfJOZftZdQ0DR6orwaq8JREyDB2QUQNHYpHHRLEDI81WuDKaIdlTh/CDqch76T84HQC0FDiWIT1QhKyW2+bObnn85EnZ3NoM0d337zeTX7x6VV6/2y8HR6conds6JI0ScQW2hbrKiWwIUwR2Y3gL3+sMiqvH7emFGBIJQtrQtHace5bBcmoSBXN+1a+vdXv95H1ydo6gt4dKxRMmoToSamah1gqojcu7vckmTOzRaKi8ePGifPnll+X4+DiCzHj3jEsVSNi2DQMqGVR7BRXPFjf5+CNia7gNViqQyyE3QrhURPQK7blSNg9X8kAe83eNxHUMlOty8PJleXN2Ur73g0+h+2PS3JWX+2/Ku9evy/X5mJ7/XdmlTA+Au4rSLFOPx3WY+6QsUkED6xBaTMH/EqV0fUUvFaY4xjo8pOwjGsgpnLGvEhsMyh0G2dieL0bdsqMmxLFObrEGPEB5EqZBCZYuDKmydy+sg20Od8uMEqhDL3e19Ny2SSVocJjGS35wSH91dbX4wYuzi9NyceaxxuIM74C/w/UjjIEYjZfX5QKj6PSCHjqXIyBn7pA4PsnUTb4uOKpD/X6AypMA/WynPXe3Fkax0+gVGFrzMrn8VC13LXWN2tmQNrinwWvkuvYEHs6IFPVlPdoG/ASyX7B0Tk/r2m2VtpPVYb/s0jZ662tlTNjh7aQc2PhQYGPrGpG0oPGJ8u/cTMsehsFmd52675Tj66Uyhfcvbybl3dFLDOmvgH1eBoPF8uHTzfLk4RoG92LZXSPNGrRdpq6mt+Xrr0/L69enpUwQRo52AResoDNKG3iWzfbDA3XQeLI+6+w5QZ44lYHC03K2Sydd5OPGwz7nKG3CfZdGPivQDPPddmVYa0tVEFYaikOUQe7kowKyRUBme0+RN16gqDDNPCv150JVRw0aHJ138Wr46Vq7a/5euvnnlq453+9hCqMq03o8dMujwtaJo372vCuYmn4epnGbn/eWf4Xb4FR6NuOp+Tc47X0+fo2rnz61DoxvHMN0NT18yT0lJkHDJTjczGiB/LG87fsHxqnxqqISplRxlMu6AnKMfFIXT+dLF93REh7lKw2GWl+UV9hJXfHRL+XAPyFkn1GrPIjLfR20UVJd5VXSBqZxZA/pJh8DN2UCAWC7uNnDxVbkl8Wr0gO/9d5C2R126PgMy1p/Gb10G17Chs+xvz1kWHaTzUag7ZAO6GhFR5C38sBjyJu8l96V5lyzsuQgNdBUVlTekOfrczugLnwdelQj3fLp55HBKQ+wba8a6Jl+4FkaSlTx1WDy+wbmGHpS1+ou7ecpCt4zdfBMvlckIwq52WaqcT6Z8MAfRc5IcY6eB6YcErrC8+k7QEdxXvqf/uS7n1UGsXdUGbi3OsiCrM3NTe5rIdLbg8Pyhl60n4f1i2hn9IDEu4MQcPjfleDUUgSzn31VeMgIEtH0Cov0/ukh5eAT8jE/Ebe4bcGZQx5nCvtLz3kHH5SM3yBw26ALCrWyJIyXWwCr1VqHVfSzInXXsx6+l7jIzi4Oc/2CowEOJzfBZZw4LSzwCpMLl7B7Jm2MK4PTUPBToOlU8oQGjkI5w+SkM3r9YmEVerBL5ocbTA0hEqErwMMsyHfz0aPyR3/yR2Vve7e8O3xXnr98EaXXJf0W5d2l4h/CvJvk6dp7V557+I9bNPsYRPThMoqyOdwqq3ub5YQG8ubypJygzO5sNOS3BLwe3LN208159rcwlSvrL1BM15lIAn/omI/ouGDSqZSM1NAjh2bUALjC+NJcJsQAcF+rXxo0jfVBIhoMeYFrf7iKIeDaDkl8CyM7NO+2x8sycVgffBxeP0WxX1yOgsvE8yN4Ho0uqtLHCPTkRK3qMbwxRvnXRavV+s0X/awv8rT+MqQnbakDG8v9EF212v3ugHXkqYIuxJFvun6waDgs7v9V2XvQkPj6YSLrfMVhRHsNlLlHwV11O9jeKL3NjXJ5hyEywjDTloKPbWTuJniAsfrh5nZZXxlS3utyCJ0ugHuCgXCO8j8fj3Kmxq8//xzaQT9+HiK0ur6JIVzKMUbT0cm0fPnVeXn31i84usUWOi6oiBEilkvBIvvItxHg8nB8gFaVjrTxctStDmNq8FRl42Uc6eVz4s3SeG9tyjn/5t/S+Wz70uBvcSvdlSe1fSUN6YMaLut3iKOWkX+sK3GPvFBUGUSadgnD+FFUPDcXRYPTr13NtXReyWvmvp2mtvVGM/G6z1PXnrlxbzKh4j+Pm/eWpjnD273hYP7z5TCs0Unns3EbbSu+vt/TQ798eRNeNG5Az/Kq+/3Bl3Kk98/Pw3rAPlEME27DjdSzpM5Bg9cNHRXkeCpGfwVTKgQYbrXxkX/p3VcrITJYfONm7ylPwgWCXJXfFISmi7DDz/Zo/jOaJzp+JH5PU++G+eyMgu1ROaRgchvgcOWmDNEr2yj/h5vDsoeBvjXwzH+VvyeUupid9ops1ABw7Znt2tE9twW7/qT2zpXHM77EmZ91oQtPSE/CHHVQnsg3yhR1V3CXzuKo3CAvDQzrTIJYJke8pWNGJlNHQq7GseWpZ93UejGueddn8kqnFFpAALLIOgG/cJTPwb+fUrDu1Xt2WIBPHFDB+FHfkjU6ph5mpI6rNLWKiVWW/pe/+OFn9swd6nBYxFXaWyigp0+eRXGfjM5z2M9vf/d5zv4/8zvoIK4yV5gqOFXQKmeHKvKp2RnxUggQbD0G7w7fg/57YYWeJ61WjHPmnhxID0zFgOBdpKKGqxupsMWZAeEKYw+bEV7SEz8nx1GBIQZ5WoE2FCtNHK1EL88G+Oabb3KIkUaAbr5RehERhMRdvIRR4flufhWW1hqEhLq+m3cqetZwdfb8M4dDgxKkwz+pSHvMOCsiNOdO7mRGBkR0jms4XCNGNYYGm+vle598Up49elxWqch1LMB1QjsoyD6MM6B336eX2yWtw2hblHdzHaVLT/Juu18GHz8s/cc7ZZGGsUeP92OuH6yulWcLvbKGbbSCIp2gfI5vzujNopSux8Fv5ZpyZZ4buCvgBo2zLYVHVVWlmb0G63glivj83K/yocCJtNJ1bt+V8JQbOvZX+/kwkHP+g0GP8kMruBZIWZTo1lHjRqF4noC8pDFA/frRIhuOPd1qLMJf1gf0tF5y9oPWvXwA5zvX5qLTxnceziFvyAsqqXme7HXrZ7NjBNAOBsQZYrS4TsFhQ0dvcgjUbJg6ImI6LgsYTrH8O4tlbW21PNh7gGGwXM7fHlLZ0zK8XSob8MLD3nJ5NNyEfKvl69OLctgdlkvof0gZLjEEHLXxE83HF9PyxfM35Yuv3pQ371zQeFPOLhfLi7cX5W9+9ar86nfvyuHJhLpYdbUGZafFLyN05Elo6RcxYUXqQ97ykk95d+SJn+9pj7YT8JT/AsbIOMtvnTbX2kVrT42vvUs/neG22Saovbfnyh/KiSrMbS/2kgxredZpAMNn+NqOLFeM/wqr5atMaTjNy5fAnsHUv8X33sLmXStT86/Kq+ZDdvH3ucWzHSoHbLsaka18LY7XfD7SxnedcVu4rt2N2+B4b89NhplGV/MV12oEiItOv1YHPldcwBPa+ZyV+8TV0ONtltbIrd22clty5Y90m9U5eQZP+QNZFBde0U844COjpe58r3K2puG1slWUdZxRTTsD8f6d/ymXsGZOWRqIloVfLRvJ+AdWVTGCn4rYvf5+am57tVt217vlgWf+bw7K+mqnbPQ7ZYi88yM+Hra1KC4LGFe0F9u455dEL5D/1a3bc+W7Sv+KR+1MKh/qM8YBOkqjwU6ARoML5Q2TJ+xEhBTgH/pzzUgV502ZFXlJmPXhiHPlJxU4+ClYuTuiE8pRbg0ArYXQBf+MsJImW/toIzllF/lkR+vmZnbyLh2NesIg8AHp+QBqXHESsh+MS0eJ/NRJjngu/fs/+0GODbbAG1tbOa63CxE9QOfN4UH56puvyxeff1EOHfrPkKgEQMAi0N3b7lx3DnRBqbpf26FZiauQ9euEXhK0EVgmywgARXdNAKIhysWTA11bMBoh+EFMo8JPzT54+CijEug/FMIVCmNmKZPSqQE/jegCO5lJBWFvxfysZAWUzhXwBwdH5W/+5m/KL3/5y/LmzZvEaw0uDIwLc4bhq4uyp+GIS+bkqFl/qS+jcs+wKuVRuDrHrFLPNhEjyXzgSnUkfSpYBjdMaxsg+a537rxSeVcYUV9+8Xl5/vx5zg34yR/+vPziD/+wPNl7WDoon9vTo7J0PipdepADQJjaD1m4FaQDkC55LsPY0xt61R0MMwyB3uPd8sFHH5Zn29QvvczH5PNxb1ierTn03C/TRWh/dVFG44tydXFRbs7GpXMNT5QOcOjhdixKZXBp7Md4pBbsHyLIXqcoKPRYORyN4ZuzckY+nkjoFk+Fxg18IcPa6Gz8jiD1h4PSc2sgjUtDz+8GRPhTHn9ZNUu55J3wD3lFURDHujMsRx87zEfjrEYY5Z/xm1ezyquhUA2Axo/x513L2wOEHKlKTwGYGhQ2oB5GlvA9XMk6Sy961pBpj+DDPyx0zwN4vLFdPtzeKyujaelcjcpwYVoeY5AN+8NyBN++gon3B+vlcqVfDi8nZRQe9EwBxBnt6hIjan//rvzutyflb375ovyXv/26/LdfPi+/+fqkHJxc0/fxDAj4GoFitgoLF9OG12zk8l6GbKvSkK2b0ZrhYngto0/QVr5vCsT2pGvtoCkhnWHv2wfxW1gUBpfhCudGb9/1b4o68fIMvaB1m6qwHozL6/u0vrRRsYbbPH766Vqezc2Xo+GlX2DifDdcv3Y1V9/zRHovYdgLa2WpbRMQOJ8rLYQnXJ3xhNNwaLjN+zenn1dz7bnhPB/fequ9Xt/1N98EUTbpN6MHuMbxaucqHawIqWqUgEWeLYuu5WNY8otMchT2JiOXZhdFn7syEBylTTowSu7qjJIwnHDkP8sRPsRVPHiwPWvcKfO4UzMhqHBssy1uPl3MDyqDmzBmtNAYwldSwY2Z4x8S/mR3rTzZXi+Pd1fLNp2e9b7nAJAd9Xd9RWeUNqgZ1Omqj2jf9tJnssZn+j4pn1ORja66edqkDsnVfNPWuVca1LrWQEjnjmfxq+2rOtNLj8Z/5iFPWla/FZO6p2zSYomOVvQNcczF6WHXN9F4yKsa78mavEMSI/I3ndap2ZqX/pV2njsC2cEPvIB1P2WoMS0uQtVwJu//8Bc/+syP1qwO18vaxnqQPEURvH33trx6Xff9n5ydgavKVuXvsasoPKwImcZvAbioSud8g9v23AOeUQIEvQK1NUbjO2eboSR+sre9vXN6tZ40OEKBJNzygaT7M1fpFfcxJNwlML26yffiMzRDegkbC31ZRVDzec/YAsH5fnR0FOX/d3/3q0wHtAZnJbR4Mlz9858VC7kJkslrPuJ0f+kytFZr5t4TJxO39LVKTW+FqzysTMOJQLzKHBoSCkaEIcroBiPIoZ6nz56Vh08elwmK03nxy6P9csN9eTIuq8TvUKGWoWP5obsKTaayfH4L4RJY5zTcheGwPBIWhsTk/Kw8//zLMjo7wWruYmD1ymqvWzaJt0qdLl6i9C88nQ8ltXBd9/1bdirrvWUK3lqwKmQXo3i61dHFTTm5vM4phW8OUFrHp+XoxLn8YzrOo5xyaO/e9QCuAbjGQPOAJg3AmMXUo/WqdSwp3yt68miX75ZRRWKDcSVv3olrOmnsXWtdWlZ/aDJrMJXm1Aj+MQRI63xZjA0uq94TwTrmW1EiL/LFWLAaNUIzjQWCCjqFwg12kKcXirMfNfJMhjWMaD8e5Irk7W2MIIzQl2ej7MyYDrbKBGHoIsTx6SmCaky27gbRSkc4LQ1JO6B92UvRwCYPTL2Fzipk6tFoa/nspSmIqhEgj4lwLaO4ScsYmzP+lMeqk99mjzhpIb80Jz/q12ilq3S8n/dvTn/fv+1v3TbBl3t8wQsYDWp9rm81L+JyU1K8Xxg2gzl/b/j6LE6mbbjq1+K2MrQ0Lc78vV6m0a9e1fAX1rfjVb5svfNGM5/n8xUnw/Rv9NE1HLx0LX2L0+DoDLvH3zx9Nq/7MnmvSr3Cq081T5+CP/FmIHlWSZFGWYOneNY8av7Gs96q0QGEwBFSLXcMDmCar6Ob7wFzi1JLnr5UP991uduQ0gZ9zt/7MPFIOuAbRd9MZ/Bib1fPyHjzJVsNBbf/7a33y7PdnfJwq182kWP57r/KGdpla7h6gnap0vdLtjm8jDbfQYe5jS9TJbRHlWnyx327TnXiJ8JpU/jrDJJujdbVGd/n+/ZU6VrhzLusoZDZDaI+MppAm26dzApXmmswzKJxSRfpJAKmV9+63t6RefF023lO2pVQRNUQkC7hJ7UtfhUdjYR6Jo51vvR//z//5We7e3tZxGVjdgGeZ+k/f/Wy7B8coKQ9rtRFFsPShZA+W+XOz7syPSv/Zz1uieC8i3u8nce3MO8Jwj0MBlLupc6Rryg7t2tdYHQ4AuDoQ4Z0LbwMJ7IIYBcHOmrgnJXTBQpm6SQ9LIwvWjgWKEzKZVkkjAsA//qv/woj4O8wAPYTR4LrxK3F5y9EElvbVu56SXAwkXigZJRciS7zpwHwHljg5TMR9HOKw8rSrzJRrRwzM05gwugyAcjEz0/NLi6ulAHW6u7DvUwHHJ2flOODw3J9cVYWxuPSpU460G2ZMmvpygzm57nWrpMQjvPSF1elnEwx1lZ65Y6GcL28UM4no/Li3SuU9D4d2GnpgdOjTq982FkrOyihHoX2i37HoxHXBVbmuNz57Wrg+QWrWp8yKkxE+S6ot3N6te9Or8r++TiGwLujs7J/dIIRcFxOMMDOUXYL4IxmQ6G5qt9V+NwxVMA2xIpReTOBFlUwuFfWMwE07rxaL16e0rhMbx861vn+6u/VjADPp+gkjF59/O8NCZ31mjTWC+/610VTXLVicteodQhRnpET7oh3Q7owzJILWDGCFx0ho+7wcyvO5tqgrG94zgHgFq/LSwy3VyeX5bY3LIvDPXgC2o2vy2R0Tl05qjJGp9+QRwc6w0MLXfgdw8NRInjBT5+4+/n21m2ujkp4uqP8Ip6qTfgMLrMclXYaPlXYh7i5cLQ7OUWBfs/3VeC1y3fpUtOSchYuXOu+tWfjGAbQvOtvm9Pf5wbPd12UCOURS3tf9mwq7cVhpmh8h3lr26jpdTWfmkfzu4d9H6fh1uI3HNs1/64zfvNzpEscK0zjVDj38esdtBOn5T8fp7033Fs8XfNvz+3+bf8W1vwgKXDu89Dfq9VHy5N/lX7mSVuttDK8GkqG6U9I4DZ4Wl4aBioE01iHCQeOpE063n11JMkkyrRqDNW6bbjm7qOw48NjDQKAYeKpH895nDMC9DCO0pJEtzPaOYSuUZi6IbhPz3ZvvVOe7GyWRxgAfve/5ymApHGNUM6YceoVRGyLdkbd1ebdtpwt6bSplFsjA2O9DtWbd3U+SwuvvHMFNcqlnBDnRr/QMK62Ha/5tL43eN6VY/I4Hnl3256jdHiaMXeNActe0wrGIA0A6yiUjRHmBYxrjHDyMTd1pWsL1LOOJCxAu7q1Gl4M/nXkpXaQkCvEUwYv/T/+13/2mYrXOfgDt/29fZdFgOcoGVd0W9EKJ4dOwS5K36sOK7iIpApQRwnsRWXxRcfh1jrHmKFASiFzNSJpALjFy+1wjgR4KIJx/MSqAqxZ5gpyj81d39jkzWmD+pU9v3SonLN27I25Sj0KWWrhZBgVhYsU//aXvyz/6a/+E8bASfLRGIF05CGhFJo2oip4zDN5y9zehBWYNh7Jn0gE4Gd5+Cn8rTSHyQFZjQDLws/YXoZbz+TGuwxq/fm/MohTGfkiH+mlpUOi5rvzYKfsPnlcFqDrFXRavLkuiyjPzsWkDCmL52IvWQju1lPtxWpEyUSL5WJ6Xc7I55S8T1cWyrn1Bd3Gd54vfUav/6Is0/Pv0itd5drsD8tgOKAOnQ6ipw4PTM49qQ58qEYVqhWew4TA3akn1wBc0Ps/PJ+WIxSbe+3fHR5D77PQ2K9X+RlOrXSnBJZXSETR/T62B35kmArGlI7Ou8tn8o8HGIlHHeGx4anIaw8/h2kkjTxSw6JkdIFTFYwreWs6mb4Ky3pZR6YhzIoBJdPfLViHlEwekD/wz/574ZCPJ5R5JLK8LcO4VsDPAN9gBLg2wL29Lr5RaHX7S2V1lUaJkDqivg4vwG2lz98euHUxgkZlPMKoW4QmfukDY2F6hcEFjwCJ9kUDhTduwB3Rwbv4kjcGgR/2WsYAifKEmBmm5Tll55Kf5TvLKe7h7ZBdYWoaPfCS94Rv++Fqriqv+2fTvQfiW+gnLC8NMDziP4Nv4hkA/eq91l9VLjMFyiV007YWlnog3HTzOOnau7AqLj7Xu0E1XXwDp9V1fPI8e8G9x3OWv8QzXH5p/jWN/hW+BmoDYfp51+CZpuEpbZtr+bewb7umNHTG873eG473Thjz+TW/wDcuNPH8DEGmPITXsKqMTOK7YU356ydqOSck8RuNKw281zwrHONW2ejdOq3pUx3Vu7oGx5WyzQjgseEd/suTUX+fD5XTUtA1AEKR5C50e7TZL4+212MauwXO76FQNTEALi4uaStoC+D6Ma5+18/VI0+QI/JbOgW0ZdFxy52dsDsX3EEHy6eyddGlU0L62Q5TTsoRWaJsIZ74e69TBLrGc7XODdPN6704vLNNVrjEz0gleeagJ410/KRnvheiDJIKpHUUthkC4kJJgKMOQvdQ+PYNFcOvkUvKJuWvX0JVVkjlnIPgKEhGC8RNWY4R8H/7t3/x2cHJSXnnuf/0lN8d0nOjt2kseyP5pCoKPgv3QNze+1WIBHLWLUjX3lqdU61WRq3YXERKQ8LP7YTX9Ew1AM4xOhx18N34ws9+T4jogUF2xKTY6nBY1tc3wcUTom4jPGW0DBkGLsSAq8zfys1IwswA8UCg//LX/zVrAHLQA/CDC8ROlWglWSm8QaIQOx9n4UoELrdT5ezrpJmFWzkSj/p276lHVOareva+ZBDi1j66rjJKHdmwUQOUS3pEqQWI5EbRzhpJdh+Af299WD7+3nfLkw+fZf//6OK4jM9PM2+/BP364D8Avx4KYkWmdlsgSkkB4BzTgVMtXYyu1W65We2VCY3Mbz30+qvl/PysTA5QQuSpUbc/Oilnd9Oysop1jeG1B923LUsO5jkvo/3jcjeFMe3BcrkAxTOqTy9uyuk5dTlZok4Xy/7xuBweubbD42+XyypKc3tjo6xpXGCkeAhHx4aLHh3YOFH6KnUX66z0qDsYtRoCGgQqGOgHzdPjh45dEjpSFEWLwSkNjeM8WIbTuBKeerJWuVvD1Jk7KWQew1bkb2solWQMGA7+rFVvWnz5p5Dyw0PWYz08BCECHh50pWGQo1rl6wl1Bh3TaLncOtR10eD6elld34Z/++Xi2iOMjaGxdATdR/AL7/BNjNkb25wjLGJk46+41Pk8BfYVWGikyF2ESRcsekuZ09NIWHt18iu4Q+cUBB6PgOCSn4kQPmuuCSjT3Ssu+VkertMfpg2j6sjXcutjnLqyWSd8s1Q2gJV8bwnws40r3IzXBGSEY1IFxcSvcKSf5QVPXFMMLZ0oek66rgrd6q8zqm1cga1/2mTSV36oceq9OfPRqxa9xaMuqBtxn5EHV2krHuJuvJRhdvnecIyimT23+N6/jYP+rZwNRoNT32uZ5l2LN++izO01w3cEx5iVzxuPk6IC4lIZSiN/1mvr/Rtc4YA3QGKwWWcCBIK3anQJo9ZdvkYYXsU/ShxZyHtchDg5E5Z0M5zlgyovG20IJ1XaJ0/yf6pXOYk/fYOc9ud5/xv9lfJgdaWsD5Cd+PWoM9uD5XVR8eUYnQI8ZUE+ltbvp4dsfcgmVeZaN/Iw8gxcbc+Sxyt7+q/qp/IdsZCXq1yxR13j5MZd+mUNGAHRKdyV3Uaqde17NeaUcbYtF+1dR0GTnnfhSv/ohcgt4EG+qR0t27J40O5SBzz75d1Mx/BuXNvVlKBLOmoaDm161Ru6X2pWvWKG/LXODFilk++08dK/+Se/+OwAA8C5/4ODwzJCwdvzV9j5UR8rTET8fK0E8i7jZDgPJBzeyFwLhoC9b+OKADcygohWpMIERE7pVXq++2U+dXiDMVHnoNqQVYZxJCR+3IC1kO1afQTpCndHENwqpnMaIAIA/Dr2woBhtTh06+mA33yDAfBf/hpD4GXykRHcvuawtgzg0FZt0BLEvASFUOf5xvNewcCDaiAAYZYEjEAuDZQ3lexNFC49abj08eO9sre9FWYbZbREwaKlZ9loFg7zAi4jDanUmaIKLhhYKgKfM0S1nJGFCfTe3tstD58+DlMcnbyDQckT/2UMqRWUcn9yVzohusNaqhcYjNq/AdZhoQfK+wKW8+LGWk4i7HYGKKWtfKDi9Zt35cyteeD7dnpWnl+e8u6q96WyrSGw5Qd0hmXRkZ8RAgaDYOHaA38mKLExdXlVTi6mGAJX5eK8lMOT63J8gjU+chsgjRyGX6T+N4Dx8OFDjxSIYvT73T2eB7RgV+f7MaoM/XdpVCh/h7s7M96qyr82oizug76ZBqAuPQrT9mtvPsN8huGvwacBIRPWkYYWrxma1gG4URc5Gpj60ao23F8EIVfqiri2B4WHI1PWvfUk3r1uH0NmQFkG5eQI48xPXdNm3CVjnds+5NPl3qBsb2/kBMTX+/tlNMHg8sNBNkVgaRzfLji6oNY2n5mQJH+PTqqN2Ck3hbxGN2W6c14TejgqQZnkSnHmX9qsvVa7XJXHFaX8LDdhsnWGWcGvCammfNqzjSLx5XuEjulDHdIEhpSw4fBELoETQ4O76Q3yzAlBmI/10BRO6okAYSVP4hon0EQxilsc7+GJVy2Lacyvti3bvPXkFRzI2Lhp1zwHXetXGlqKGSzvugpPv5qfBa+LKisOGuepp1maexzqc82rKsoKp95beSzvfLiuwWhw5uM3GF66dFpCk/qum4clDeqjFK9wdeKfJCGIRonxyAvPDBFzN664VFima/Q2IXHgm9DYuMlTWtT8+Ytz++GdZ/mHB8lLPqX+as+fx1nbM3od/RQ3/imviRPDMN6151o7UOJsWwAXDN8c7Usi9H7ZWV3kWilD1wMRrsR2IbR5XmNkXzkyB0DlSJ9rhTbnVLdyQ1rmOHTqxCLmlFHwvUVWOQWaNWu0xdSBKOmsKxGMHhNXLtsacYI7hfNnIaRdHSEHf5zlTF3xi6IHdpUhBgoaiuVOHGCZKVINHIkvHClqfQCunRMQXUpcKJ74Hhw0IY76IuTHeoKKPCzVaXoyqHjrRx5OhUBbq8AF/WNk1tJf/sHHn/nhn4tzP2m6hPCsSr0yV0Vey0gDwB0AWlwSVIXfFv9lvgW/MLaFwZleYWUBXPB3eubhL+dlMh2DXLggwk5XG4N7X6sFJqGspYZ83zmd/hCmhECUNfMYMLWWjIfFGL8ydb3cCvjrX/+m/M3f/G2mOVxBnorksn7e97jJ07zJiXz5DzoS3m16RrGxUK3K3gzX2/sX48wxw/w35L0+6Jcfffpp+cs/+4dld3s3Uw6nJ34UxjIKE/g+yirSNJVi4xKSFWtgjbvokK9lXkaR4Dd2DUB3uew+eRQj5uDwTZmOL8p2b1j69MZvTv2y4Lj2z6CNG2IX3ZpHb35h0CmTFfJaw2/dr9ctlWMMqDtwePrBx2Xv6SMU+EX53ZdfwkQ0HvA8gx5vpxflkHo6x8i4hNiemDeAcTwcp0s9+MGnK4hDx7eMPGEPPC4xeCYYB8dn4+IgUq07yDZ1pGeKouyUJw+3yubmWgEtrPOl7N/1zIJFLINY5/BPPgpFg88UAOWVzxpf1bUClYa8UufWmXxGRtJWOpNp+IA40jTx4QcbquS2PhOPa5nn5oRj/Cr4bXjyvfOjnk7oCVx+5x8+lw/FCzzN1YSOQKiIM9xI3q3hKZSUc2m8vHYHw7K+tlkgVfEgrMPjw3I2PobXwDFtQUGgcQmvUqNhC1zyCX+IrwYRdENQuCZCPF1Ho7Fs2zCeh4J4Dx8pZG0TCn3LR/xMdSgtjDOjWZRDyj1rD1YeuEQ4ER+vHDrj8c86Rx/SOxIq+fs1SN21HQRgeJmLxplyQJgORSrgjWN9Z240qWr7b64qL/GreDUXGFyW2fAY1ZRNZxrLU9scKVMmeaGWJ62aIJ8bzPYsrk3Wmc7nml6YFZa4eEV5EG8ejq7mIR4VRoujCy1mfjphtPy+DaellzaNlsbRoCEXwlTmGjf3uDUY0sL7POwonpmfcZsSszi+Nye8qvgrflFwRhI1/Bdn7SKjP9y96rw+z3Y3kVsBR1oC4TtfxBlnnMZ7gcklPjZIjUuSh5coUvLF37gaibfIUvNxF9Q6HYRNhMfWGp0YjI4l4mS4nw7Dmt8bwei3l0vBy0p/pawN1mgni2W1j25ScSo/gOlnz/0k8B0dzovRRbmeTDDe/XSvbd31OWAODtJJmtrOgqP44lKvFMEyBtc81zqoU8ISzbiVX9yFljS4KPYbumnkp3/WyJFuiZ9xXFdmWriSuOhZyuTot/qHShIJymKetCMB4jeGTzCfEh9uiQxRvToq5KFBisegbj1QfmVjdtIRPh07MkmcT58MPvM0NpnC7XwKMwukc24k+/41AkDGyjKOil/GEvF2NaZtzKaixm4g/VU5VuChmBVWVrTg/WJdHbat6U0X4aDCtnxITs8PWKaSB2tDBDA90lklp6cF4ezN+7yMxZcdCsB/8+ag/O53f8f163J0dEJ5HJ0wQytFckEsmEcmb0aAloXMLJNG6SNIl2RswhER9LRJSx34beYwp4L9eoLxs1I+ePak/MM//gVJFstXX3/N9SLnHFjhzsvfUgOAgjmAR172/C23DeqW8lH6WSO0aDRwFIo9F40u0x9jnKlEXAn/8uhtORmNELx35fL0JLjaGyUQJb9cLmD2Uyr9AoF7Bak++fRJ+ekffFSmdxdJ68jGcHOvbDx4Wh5//5OyNOyWV69flzdHZ2WEYD/mOgHPU+h/mg/xaIEvlKe7O+X6toOyd/gM5bPYLedXNCLazCnXyZkLCa/L6HwJJacitAmACILaRjHBOPBDQbs7m2Vtc7kMybc7gDmhpbsaXLFrY1tZgfGJJ31WMISyYhaaNaO09city9ZIHQFSMMq39waDd8iCsnZoc2HR3j70JU34LHGqYJSnaxpEhnUT+td4Cka3TI3Op5lv1JhcRuD0VtdKfxV+JC7iKHfXrrhoVss601nQ2pPJnDbwAx5gkm8PbG6ulp31TukuYzi5MJB8Vle7OTsBFU4vAF4jfwK4uKvUxZWfPLK8gBFC+wuv8n6lkCCu23Y1hiF/FQQKc5hWEDGGiKNA9bjhrIOwjc3aa1NuXmkPuAh84moQC8dfbX4ol6wFqmVMfuIgbPGYyQWdd/MIfwPPejX8vXFGWhIm/3rYk+/iIoxaLw2Wzng1PrBmxt89zvfx769aNoOFSYlneUgy869pxK/xjq7JP528UA2KmQduPo95mvkszHm/b9NYN39v9HrPj3PpdPd+wq582fCdT6+f5bXH3/IzzDi+e896KMDWkU1p4b3WM6SMLBIz49lZuLOekNM5RZRn/qJEMm3DdUt+ASie4mhbk0/B05NLVcqLWegK7aGh8EgoAuAqnr6DqyC4h6F51tDtkL4Lj+0MlsqjrWF5Qgfi0c5a2fZbI7SdDh2c3a3Nsoe/bWqNjs/aWr9s0A41DDzIa5X8lRkI86xpsvOnQeDgjmusPIHUg8DcpQQCibvStUPrFkJhuMutfsROeuukqwpceuoXWR4eu6+bWleVYZp/qyPTvh9Nd7odo4S36E8XzGtcqNAn6BePWc+QPRYS3IMMotPLu/VjZyLrPngn+xgC1qZHBnuqoCM0Toe48NC2zGPCNQScihZNP0GcnQV/+uMnn/lVQIWoTkRFqF02XhG2whxqN969UK6jBhJBFwEdROgdXk5Q/Kd17hnLJ9vLUHISb0r8OvRy3zAq0RSa9vZhVvxlIrcJujtgwKUkJxk9THsT5E3PN42B+PXktMVycnKcqYDXr99gCV0FT+dp0guHFLCiYts6T1mtnCho/PUMKRNMA7A+iZ1eKD75AAOMFMFMA/I8ZtE+OTwtn3/+Zfn8iy/pDSPYKWs+MwmgCDPiOBSm8EvuMqQNiXBQT3gVjDQa4Kv80+KwWDNkBe0//PjjsrQxyHbBnjsvqJcJPXsNBOl6DeNOV3rlGqYdkXR0OyobO44i9DMMf3Z5gTG1Wzr9jRhHR28Pywjj79Wrd+Xs8KTcLQ9QJKsUfKV0UTTSfyKxNUaghUfd3g6H5WapVy6g1wV4jhGsl1zXXFd3K2jdVfB34RrlVFBDW4npgRQbWPB7D/ewzK8xApbrYR80ABueOyI8I6DjF6/wkw7prVO3tRFpCCjgaHTSSVZSCRDmSEVV+tKvXZWfImSkD1Yvsbn0k754QnTTGr8aEPKzIw/mb3obJAZGXmrj9yRMref0AoDjSJafwPacA4WJcD12NPt7aYQaqCpMjwClIrMwkiqNQeRhJjTPKFKxc959BdpekS9JoKHYigcKXYOSt0zBkf7GUQNwGKytltWNtbJEnlfwhYanvV+abXYtOKUgGy0TXwPoDqG64PAnuCuY5f9Kp0oTL9uLzufswpFfoUGN1+Yv0zDip9DO3LmI4QxriinhOO8Kffmh+bf86nuNo1IyrUPwdRSCtkgcYXpv6XTeKnzhiEPDsfq5RkgZ43O8bM/QrKXXGdfyNAFf097LBV2NX3Ft4RXHJvBr3jrjtMvwFr/5zePo1eI1eI324mSY794d4eA2e7aOpWdN791KqCMXv5+vrtWXC8WIzDVPwxktSLqkNRceIa75hF5cwEq81MF9WRAQaQd1GJs8eRcXf5leI0ozupXnWWeFXJA5NSpisAqzwREH2rTz+4vw6BJtZ62/kA8B7dFp8BhgxENZISJNp+xub5bd9bUy9BwP8JR05AaPWQ7KfKUR5DtyhM5NnfdHfwDXnn92tdGWHeV2qsrOpyPafTpVLq5+v/iYsK7KGvnQ6lu9aLnUfdKo1ZtO2tT6ua9r0znKYF2Ypk5xihP1S/lvwLXWHW1dBU5bdiecu+88RM2pCtuD8/eONPqNmOwK4H4FrZz6BUzysQMGdsHFDohGnNu4w6F421GxXFfgeRUjAj77x3/03c9az14gFtCCtAJbqR0I3T736iJB47aCW8j3judrFPTleFwmELge+UoBrq1sCkEFWnAFLDiHUDbASigZpyp/OajCRUnyai9xgKFihQjPswKSHkKqDBS0row/Pbsov/vtr8uXX3yFIaKAk1fJkzCJbZr2D37IEJTl0xKOXidEhpSvHZrPUKh+s8jO1/tLBVN8sCyTy6uyv3+Q3Qd+RnnRud2lDr05DQEZz8qxYQiJsiZ3GxZ0AK75SWnzsiLNSivOCvf7+Vpu7nld6fTKo48/KHeUxQa3s7MDg0yh9bSs9FfLcG+vrD99WtYePymdze1ys3JdNnYXy4Mna1jx0/IGpb9/cFzog5flyWI5f/m6TI6O0ks/OrlID9SFaR5Ht6whQBkcmp5CvxPny5xm2HxYSn+tnJD/Kcx6CiOOsfQnC130LGW+sqeOxWH9ks41HnVNiAWDNtDs0d4Aix1DknpzC587BOQlTyW00bZG1QxN6z6GFI24hdc4s7t1QX4+61qY/KNyj5AkSKMiRgku/Eu4XJj/8Jt+FY4GRX32ZL0YoggB4doAR/C2/B0+AVZ6zPxyhgbtQ2c9ariplK1tjUfzur0ah19FqYMB4XnmNsazGBcT8OsS7oiAPYDZugIasULhxpMcMe2XFYib62V9a708/OBRefj0Udl9uFt69ILkyYuxuzmmEVpRFPKRZfU5nCbT22ZmiEoT2rr0CQ2NC35Zb0MKYsRfGPNyQadfBDh167Nh3nXz9ZH0PicInvDGf0hEmP4VPxoEMFSAypcK57/Lby6ftM8ZbsLTiWPLu+GCV+Ab5tWczy3Oe3nHe0v/bdfiem9wfJ731zWc5v3n/b4d1vDwanjcxxfPem/TJNXpJw4trOLcytjgzsNLm5rJ2xhlti/4JPEApQJVXpokPUbhcXlveTQ8rXcD8xW/WT0kX3/ciZl6FcWM8qhsaJfyined/JhBCNJmwAul1KWMLvZbx1B+Sg//0dZaDgHyY0D2bBF/Ufzbm8MyGPgxOttngIGgZVfmOH4rJhYEZYkccgjeNQNOCSoH/Iro6GKU56wzUuao/KGRB5m1hXzecy6HxRXWzKhq9PUSf/WY/vf1Zrh8ZYcXZUtY7dRISOPYPu0oBvGEKSuVLZ69o5xwkZ+K2rYKNVNH+sWgB75GgqNiGlg5LjjGvzLJVkYa8JcumULjcUGZAF3NP1+01V8Z/I9+8fFnxA+iDv97WVBdEONXCVGHSyrTyKwO4VWCqJwlnuW5HPntgMusH3DOo+4tlbmobAUtaU2nFVMF7HLec6SiMK0wiFDZCEJy91sG6xtbZTBcg1CzqQYKbSGULBLW3uaLb16UL+iNO71h5YiXPTtJqOghdphXxvQ588LA0EDVAzQhrkztO4xJ8JLK2kArm5+RrDhKlooEAfLoUDk2gBWsMo/XpVIoZ0YEZgZAFh0SJz0we/qmh1Vrs6mZC9//WXFKvtniBoyr88tycHhUpvS47mRI3IPHj0q3P4A2w/KdTz4tv/iLf1R+/pd/WT75xR+V7/7oR2V9Z72Mrw8o20XpYzp7FsO752/L1bvzMsQIWMNgWXKkhPwccrqYoCzAC9bPXL1L+K+pL7+BfwHuo4VOucA4OBhfl6PJLUbAbRlZFxgVN4TTPcWqlCa1oVO9EhPm0/Cx/DA6Sm9ns1u2toalj1nf43K6JvxDfq5HsS5dkOqxnFHUKn97stBB2FVZ116TXz9U2Zm++fks+vVZWktq68/GUxuu/jZ88eNfeLjCN59an+506aLYq3KX71fSS7AB2TBznLF8CujaTmQlrfPai6ttpLZGDQB1Gs04+HmMsUZlrwseGHcOD/p1xTEGpZ/iXlzuznr/th8zQPgNV8rm7lZ5/NHT8v0ffVo+/tH3yu7TB2X70W757g+/Wz754fexzwbl9ds35XJymQVR9v6cFqjCWyGf5pJ2A3gEM/8MkArSALr4FjpA80qb2o4SJ+WCY03jX9LWON6lnW250dF7u4xRF9n5IAxuNgNfVSS8V76pLSLCEmd+upqXuIexeK/GBSGJ23DTTyVTpwwMr/gaVtNWWA1eC2vvugq33ucv47Rn3TyMdm84NJhNlrb0LU67z4dVOVj5s/l599JPedP8LEuNazyvWjaw4LqH3/KqV42ropevWlr5TExsH6a3DlqnxGqQL/DgqvT2El5VYMC3Hfls3XFXsSrDbPOOfjl15EiwRn/qSjl/RceGRuFaK4e+7jAU3PK3gazaHfbLk+1heYIBsLvRzymAA/45mrg66OasgHQM/fiPnYdWBnSIK+SlTeQC9LL8DsFPUK4ZfUa/OPzvAnM7qlXpN71WaaVf/c5NVe6hHXj73uI0+vvc/HW85pIuxqlGLWF4ZiSPu6/qPxW5eGctQejdnqE//Gun2VEZdV5GUjIqV+tReHYCHTVWZ/lVUg0A1E0Va8GgjhZYZWkKqRP4ibv6Kuue5IO/+PmHn13PDACJJeIWzMJLDJ8ztzMbbhdiLa+9n2o5SVwX6J3RE3eBoR98sScuEq0iMq1gZUkAFT4PTVCbf+brKZD5ypyQlywsPPposIoBsE5l9aNIjS8eYWjuLoLwxMHnL57nnAPLoVBPY7kxT3EBnsTxJjG8A9y7/2K1IqbjFFI85w18WyWG2WdwKrFJDz7eFTo2UodiIqaMqgHAu+aDT1a09EhlCM/MpWXoaeX4KC6Wn2f+WQ7T32DkjBWw0GfoMPD6MPXiQU8/+MEPy8ef/qgsrK2Vc/Dxy1JXd35ud79Mby6gp7jgdzouk7dnpXdxXYb0/M3f70bcoPRGo2lZoIEsz4yPO40ADA7D/Eb+NT3UMWnOMR6m9v5R+I5iORXgynYXjom3RovFsj7tVVPL+GnVTlHyGC/bnrO/kXUBQyz57oord2mINroZP2gMOFwovzmKk4bo80zhh2/w86hf00ijKiQr3zaDwUV73jOCAA1cVCMcndVj70Nc5ZOq6KSJQhw4wK7bTcEnAgGjxR4ChrD0CRwq6Brh5aeH5XmHPRU+hnnBdrJSVbZSAtzET260siNcjUfwlWtnTkfQCZqRl1MNlYa3ZZNe//d/+r3yB3/8i/Kjn/+kPPn4SZT/Dck9/KmP0Nze2ynd1X45v7wopxfn9Cgm5c6xweQjT6qcLaICTAElblVQ6Rf+t0y4DFMmXm3rTcilHcQByGfieMu2MB4aT0uz9m7a+L1/rkqtxjW/+3uMANpRM8h0LU/T6O7h1joOLv4PSsYVtgyvn3Fq+qZgpb+uwRVXYUdx8Fzxqrje41kv3bffGz7NNbjzcdrzfNz55/lw8wyPgE8zqCrIdrce6ruu0sXnmq9uHp73OBP5rGBKHehfYcYowD8dNmSi+coWOiiQXyJGqFUXsNY7PyWlRiRUk92EipxGpiOn/XTv5sZa+ejp46yferC7XbadwiLemI7JAnmtYMAgRcpmb7E8Qvl7BsDjnWHZylA/4Uu3ZW21W7a3N3P6Hwjz5zSbQ+T2hp3SqbIhuxSUycCjNjOXfuPQ/4TeOAIrR5ej/CfZmWbobfGT7eoxaSkP1DavYaAsoT6EG3pVejfaNvrqZ33VsNqm2qWTr0NF6K5MaNPdZM6fRspNyiHdWp1kTc8Mf32lvU92Mi7RtfVgvYpfpgV4JzoMTbzwvyMFSRn/TJOQeR2dVmdWHMxr6R/9wceftd5/K1RT7s6R+O6+bRfyRTklTkW2WU/2Ms/OzzAARhGIskUWWkG8zH3z0y+pQMbMRaIRtDJdbfz6RagnHhepVnqDMnAhFsLRslZLlQqhsH7tTlLu7+9nYZ5rAiIcuBQoxjWyDFqtqSqQiEQvn7v5aWyIZ/xJozdhYh68CDNpzBrulkODxjxAstJFgek7EaqFV2EvoTDJKThp3bmtqxlT9Sd+9d3yKLhkmiy+0pd/zh+tLNaRFs9tGK4NS6EX6XaYtfWN8uzDj+j575Uv3r0t//Gv/nP5//1v/6k8f/Uc9CbkjIUNY7ji4/rovIxfH5cBPc5V8BL/JXui3M9OUEA0lPh1oSmN4NY8F/1Mh0dFr0IL138Qhn9GMxwlEV8MAD/6E4qFBo700MjA12kN3RKN2S8H7mx0y4fPHmIEuILXD/bY81XhytDwHvm6UNCPfUgmlVMdsqsKuS7goz6ok/jJK/CZQ3aNb700JL2ESzIw00lv/ls/NtD3jVR+0rikMSEkckqgxkkEQZ3zX6LMbjWSB5dcG8Ozhop1AsAymngCIgJGXsbPrxOal2aq8476y9ML4OmQXnY+aBUROTxGd//kwtMUl+oWJ8I9Q2BzY738+Kc/LP/oX/xl+aM/+5Py8MmjnFB4Oroob/bflNcHb8oZSn9Cz4rKpj47OW9BoaCgqHwnP9m+KS+0q3ox/+KkR3gcWureGwRE0TBP7yXk4h9+KgwFkvT0HiN71p6loy4wrSfzE57tZhamS1vD1Z4NcGZ1UOXArC3ivg3vXthWfqnB93B9bvka1nBr6eWHmk+FI0/pWn7e5/Oev5r7+55bGp1+wp537d14hrd785tPrzzUmSYkJ1qLL32MmnY2i9PgEPM9HO9VOdaerDFqPOu6yiCVZRSCtLDtwgOEVgVEvvKJ8rrmXXmp5i0UXaDCH+CSeIQTz214YJqe+kcfPCs/+9EPyy/+4GflZz/+ER2W75YPnzwtW25ZRmeMuRBlZYNOgT3/x5uDsrM+KOuDpTJYsV1MyMv5/UU6gZ5q61kxlzSbanBntT2XI4p+stw4kcGUwSvKX3xIp7Fdd/0QRvlEX+O4C54dpz+B13jCe7s0/C1iLfuMvpQ324+lI3SttLXeaztRpypPDK9GVuXd6VTaQnMEuzoiHcdZ+/RZ3eNOBY0CiDqLoy608yxtaddVM1CPjnQia1MYfJBbtot0SonvQkJAV/knngARDpHwrzAsx9Kf/PBRjAALofCUabSC2qW/fnE8y3oRFgCy9+88/Dm9/wnPFlKFF2EdalTCNGW8QAllFIrCT1jOQ9t3toEK0gYpQSWkaVEyBLjyeXXdTxq7DataqlYwZAtz+PlLv3D48sWr4kFGlTgIdfdA2jODsA6ZSNDQoOaSiqmVir9MTBrzzZfvyDdbNsDJveSmSzxTg6vKwK5kXRCD4L4iBrgpvFUOPgtfhpTQYRL+sk1NnAFtwxOPSG9x9B956me5VHLSKIvTiJ/FYz2EPD2/W5TkeHJZ1tY2ytPHT8hmufzNr39T/t//3/9Y/j//8T+WL77+vKz1Fspq566s9VfKhgprNC6Td6elM6Y1uIBkscNtid692z8dSiMbcL2hF3pn3oRX86Fflu9QzNYHvX73/mucaLS4fiBGjCtwKasGlQeW+JPNLKfV2gPm2flB2Rwsl6dPtsvOZh8hQUOnd+0wu/VgjzUL80If6oD31hArT1XGl7fyISufuVTa0j27DLhbN9JcRsqxnPCA3wOIcsNbHnJ40nsEmHjys65sZLWB1INGHBbUwANoNS7EAT+fHRlIj4FnIcj/LhC8GGFQIXgoRgSI5blx2AFqRjnHSOJdWts7scViZCwsDzKk5/ZLv+ipoPjOJx+WP/9Hf1Z+8JMfpKd/cnJavn7zshwcH5X944Mydg0Abc+jmU8vznI62vrWJgbWsGyub5aNtfV8dVM+uiKe56rXBa51GkMec4SKEqaMKtZMWYV8DhkqgKWVHtXP2LmbiLtxvVtPmfKivNI15wTESJPGwjUN/qmH5Ph7z4AIDY1T3/GY3Vu8Gl5xV5jW8CpseUqc++caVtM0nGdtEWe5dPdwax7zceZd85sPNy+f22XYvP883Hn/9t7cfPz2bicrso6saueg0riO0FS5U8FYZtOIo3ErrIS0vHmvQ812KqiDwJFuM7oojfAzbpWvpBXWTDbZ3oGkyMtl47Z9kgw40htHompcVCP36dOn5Q//8A/LT374aXn68EHZ3dou63RghoPVso3Cv56OyvHhPgmv6RyslQ+2N5ALg7KxSufT47RvXVuGoTAe5bPil8j2C08xpRdvGdbX6ifsPRnWNr5Bh8j25pSyyh/uTa8/7QtUl5BVdRq7jkLbyZVPNcbDchRY+ZORPwsGff2+v2VxOjdkNNqMTsKIHsDJ8+oc1/JkCoB2LntKD+nsIUHRScoF6Ia4Dkz1lfv105EhH+vHtXR+ETAKnfpRW2ooKDsAGUOf/9DZ0w3pOMDjdo48BydfrwWGU4z0x8MT4l23X1vISgtrPLpTHP/k00efiaRCLUJvZghUhGaMTWTnQaWUw9Eqdb/nPr5A4J3WU/+qUtASqUxzK9MS37mHFMDcRMKGJ5+LCHEkYgQwBa57nWWqSjCZ0roQF1fED9fW6Dn207scIy0lsj03LaEXr+gVcVH29OBMaLlcCW2lqYy0d2F5s065nOKgE6v+Cg4y/S091ox0iBLpbHBLViCVdGXYyi1WI4xhI6FH3aFsS/TCgFR6lDFD6cC33C42WLiFlmnAlXFiQNkILSf5WK2aGDlpEE9XelpVDsk6JCxzWg7JBztnqH+1v1YebW9xH5Z1j/rl6ix3sybiv/7nvy5vvvyqXIzH5cc/+bR8+MHTrExV6d9NF8vRW6dsxuV6oVMmCw7xL5ZTGpFHDHvSlucFSHuVPaUEf++Woype69meP1SGXpaDXxS/Zbc81h0lshAWSOJSiDsMuCmN8xaGX4HPnjx5Vh7sbBZP/ethrCwt0rApr0pY+qOuKDPxKbg7RDKNAii3iXogzwJKM9KILGyABnMLf4ZtYCUVYlYi8+JHphRa1r4/t36kdwMMp6fsnSscPAlRK/wSmujnB0i6botFKavs7+xFUceecOhi2aZI/IiTx/raMOvx1Fryll1eq2svLJdHAYuP0yS2C9eOOIbiit8xcZwKuIRG+UzoGI5d6IePRuBzdnZanr94XQ7233rKcLnwaGbaweNHj8uTDz/K9sWDw+NyirG3tj4sP/zpj8rH3/2w7Oyu5zCrnd1N6HlbLq4oG78cKWq9wt/8Jy+UisbHMng5EiWuEnbm5N8ol5RJHgFfXuV9yZD1NBlx4A6trQ9iEACdZ+l81WnQapTJI1mNDu3Tx3FaCeZR8OmqojKfmtD3GG9pm5VXBFqfBSfjmdb6NUWVI4bnDc8GS9fgN6GuAtTPZ/1qmxVmjassavErDSwU5Zz5NdfCW9oWd97Pd6+WtuXbcKodIeM3wlXcTZ4TRgPGd401y1uVG6DihNNgmdp2CdF5p65V4PCeU07mLZx01KCnftJBQLA7cOFnnwmzjnNAkPGlM4Cz8FUBlbZ7XQaDbvn42V75+S9+UH72k0/KowdbZXtttawPPWAL/G4vuYCJAXszGZX13nLZIdwOwqqngDqKSNhodF6m9uSFrcEjk9nnMFPKIl1c6a/l3Kc99t1GDr+6Hs2TA0d+DA1Zp0J0AaKskpNDxRcP+XOpWztZgq51YRj1gSzquDvLRMTNegaFH3yqWl6CT3MOhTSHenaX7Iz6aXv5HWwpo7IAKhHXnj5VMXPABI5nFLhLwZE110EJeTyuX9G1U5MtyKTJGjin9ni2psBQ6IC4QlbpuZx1WVE5XHYkXE/grgD7pvyFB3yQVzzoTt3iegyvpT/90ZP3nxJuuwR0jTHDWFhHngSlVaJFM6EHennhEY2oJXoyWc0L0lkIZ4UFUxsuVle0AclVGBKX5xjwVFa1ZL1qXmIp86VBUAgVSLXkUXwD94Bu0RNezT7ISwjlKsqpAhPCHe0flWO/yhZrtzauFJ7yxC9Z2kMBNpefgyVS9SfrbDPkwYrNPH+CwRG872AijV2KCWMgOKm4ldFV6RKpi+DyUNkF1JawtIJjjVEmG5UljuWn4Ce+SiflhJbSwQNdQo9Z45XnZEoXZmml2iuFfSgH8YEBRWlrN+XTT75Xvv+dj6P8r7CUhz0V1Uo5O9WKXCjf+fi75V/+y39SPnWtAMxwtH9W9l+flYN3Z9nfPy4DjIBOGdHg3p1dlCPqcgpeE/PRAMBAyEgAtE9V6H8NgtIBBazSaD09VwjLfeIWmlJ+hYa4h7a2QOLfAXc8OqFRXGO1D1FeO2W1B51uxiizUR154meP5WZJSx76WZfhSeEBBRr48QuFlQ3VOlHheIaDRpuNuB5fzWVdgR9Ygnft9crXVQCCkzdobCOr/EfhuCs43ad7cnqiWipr/dXS6TtcWBuNhkY9mRLYXMPhMMZz1gqAowv5tLrdizxFGIWA5BHFBzaObMlQWvYT6H+lAqRMngG+uNwrhyfn5D3GEOyUwwMU/9cvy/HRPvEwNBEWT588Lnsb2+WWNnBxfl62NjfLBx9pBPTK1y+eZ/+zZ6x7kiVSFEF4FuG6S+9rwXKdH9HDQhBDghWnq7gsR3odGLryG9SEFNCau3x7rXU9c7WNUoQwrnSsykuBaL0bZog0rXSFsvoRJ70orurJHVpHsc1kQwSd8kBcCNOl3QDHumt+5lcXXVWhLj/UeWHjwIc4lZnx3+Mwy3cerwa3+Xm1/LyaEm3+8zi0cO+t09T8W166Fq5f829x9TdcmjbYvs+7mq8wxUFai59toioW43s1XHVNjuqaX40LB0InKmoGrxpQ3m3j0k9juBkggrCXar4kiFwOntzznQHCNeCsYP6irJ4+2St/8kd/UH7+00/K+jrKmbraXF8vO9sY/RgBfqX0enyBXEWGkqenwnZIvLSIQrxGp9C5Gk9H5erSHv9yDotbdyS44wfsKp/14GfP/pcvbRNejgQqTC8vLrKDbASP+20a1zqFEvCFZfGEWXvP4l5H8qwHeIf2Yscja1yUZZDNaXBHHTrQTSCGLUKvlN0649J4tfepgREDJexRZbe6O5IxHafqpLejF46eO7q9SvkktDvf3IasvPRMErGeTm4Sz3DrzlqpdeMoOvWjdFNvI+ec5rHO0/0AlwnhE3AxuvVoh8F2lU8qZ3ElaaFn1gTMjwAIRIZoV/wovz0DhyhG56Mc/HPpB4aoRHtudcidXKgAM6nzLnIcMPCrw1ASDkaFIC7c05mmLn6qTKqTUW3ENBf1BphXhl3q9EG6l0q8pGLdrmVPpd/rl+nNpLx5+7acnpySVivWvLTuZOgqEMxDXFJRpGvGgcaAxI3RAbFuZILEBzcQcKvgDYzpBm8/xNAlMB/c4b4BU27QS/R0qj6cJI4Ld9CLn/C1VhcwZFQIC7eoWNJnbkoclMAqMjOzkVGJMo7HY/puDyzTCOIWvLlLJhsgRohDRju7u+WHP/60bNK4Do8OMgf33Y8/KZ/++OflT//BPyx//sd/Up49flK2dx9TsKXy8uVJef4GY+CUni6gTqDhO5jxgMZyAs5jULiKVkX5w5zOg/sxDoearE7xC54zfrYR+Sy9r++m4IdgtlFIS5z0reeQ86Kiply93lK5OPOQjtP0EB4/3oXhFQRdwpdydsEiQoFsyQD+I41TLXW7ITDhaA2tGCEoZemRxYjSDD7MF8Kowcxr0gjCW1wqGZ/rgsMlesE2egVzFc51HUA/8Wr5Fml80wiU/ZODWO3Gd9olp5OBa20zwFN4rkAvUmX0SKEoj5kfl1++tJdgfPsIi6QXR1pPDIGcUEldY/9T1/3y8vAw6wOkvwLQkYo3h2/L2flp+clPf1b+p3/1rzCgnpUnj/bK9eW4vHjxohzC/36yebDaLw+G6+Xy4Ki8/dWvy/Hnn5exZ2a8e1cm+wdlkV7S4picRxheCkdwuV4GF8rtZ6PDfrRLT2QLGahkBW3aDGWxTqtskKyJAZ62JxU3/EHA/GhijANpgr9XTavCweiwseMSzrO9LntyaYCA1r9dyoqmrITb/O79Ky7Nr7V7ne+mEa/2Pn81uD638unavcVpeOq8t2fDLY/XPDzjt/I3uC0PXQvTv/mFR0jfwnQNZvNXtuGFq2kbni3P9txgNT/pD6NDd+48K/da/hVuxS9xKZpyylfrto7ywB9UTAxw0ma4GnnhmhlPT+0g3z75zgflT37x0/L9j5+VHjLEdpPvvYRU4IoxPLo4KRd0VjwR1Z0sN8S5RcYuQwNlf76lQWdzdXVYhqtrWRAOhYOn8sCRwFXkviOhfdsSdZ+tsOCv/B/D2/lE/eis3NC5seNmT9vhf/nKjos6z+PJNUrcnly/YaKus/yWr9JdjoH6/KSD8sXOjPlB6xqTts1/RzylM7irvCW1I9YZ5VKGp2waLbWM0rDToeMGDkZ2mkP9qgx0VFF5e6qf+pGfx5RXXSzdzQcdA+0XMfbTGYIG5ucZPI74OPLuKIFVbZNC51MfUJG2HqxtswEDj/6zP/l+zgloDaQxUrt0rnw+P7vMMYtaWK5mFAF7t6CUeGFuGZX0sYDC1MCgUDJ4XZgktMrQ3GI51tEAGcu8bTy1AWksZKrANNy7VLpTAkvZPoXQiuVVieGxx8+/eZEeUGVkiVIJ3hrTrb1Vh/NJotAVb7equD5ukXjiQ6HkJ57Byd4RmTtM72EUDgmpc7qUfYtG+JAK3B2ulm0MAOebh8ONTEOovKZWtHmTQAXhXKjM4KcurYBUTMruPyuE/PD3VZpKHxcqarRkqw3YpuHy5PY9e5gnh+8wBM7ysZ+t7S2UpOf4n5feoF8++uDD8un3P+G5W07pBR4enaZ3+frwvPz6+Zvy+ZuDcgx+h/TADzEoLoA/Ei49dXcDLLowb5FeudM7dwh0FOTykvPtGgZgAZHsieSZgoib31uw4ZIw9aeT9tZDFu9BM0oFoyuHlsvF5QVwbsuD3Z18YMgevtvkJpNRlMElJvTNlQakPKUwUsUuplE4/eRIiu9a9LbQeoO34EvrMEfpEp4WAA3NW2bKKYTgldPOwMsFfOkFKEzAPYaBRi1JNUxsdBq+p+cX5RKeu+aSn2rZfJbfrFsEF37CIphwhBUE0giwvAoKhyU1ToIT5RVRd03YUu4cldHIJt7LNxgBJ44sOdxpqewRTMvZ0XnZ23tQPvnowzI6PipHr99iNJ2WTYRbj/LcIogvD47LLWGdk+PSPz4uAwTJGobCCob7zdFhWaaX1adHML308BKo0u+UCThekV4BmFMxQcjySEd5UCPEOk67FVfoGIHEs/Sp5ZUO94rQe2t7vkub9u7V4DR5I2zbhOdGWF5xqXKhXmkTxBWGeev0b7xmW9Lfd+uo+bc8dfdx67v34MbdeA1ey8ur5e/V/Jtr6Voeyrlajlr+lo9+4tbya2Et3HTNfx7Hlm+77uEpG3+/TIabj/76CUvns34VL+gBz1c8q0I1vJVLno28kpeuNVYsf+2QKNhSDtKnUwJM/VU+S7Zx0n3y0TOU/4dlb2ONXiO8iNG6BI9pVKo3LpHPKn5HbMcXp1nHcgZPXjn8LTxlbHDEgBQX2gSth/faRle495YHGAaOeiJrncKkHAvIMmE4NWDn9OTkBEPgAkU4pQ2iAEnbER7lsgfsMH+mW2nzdSpgJVO8tvue68/o2BmmnHMXQubnaY22DewFRLZtg3JVkQEtUgNKmOgcadlGo522VD7o3/iDEuLnGqOltG87NnYcSJn6UZHXLY28p02ZgbhQj2Ri3TVdq9EcA8BRcWiQrX/EGcMjHs9vdu5Idrokn5knD0dCrS/DAFGW/ukff++z1njaJdO0hpbjFbHkXOxUV3o3hpTJuM+ErtgpiFX2QlaA8ZBMvHSx8vGvjMYThKjMTIFIL5PGCIBxJJhBMrPz07H+sAw9K0BF6QdqVA4jemovX78or1++obKmgWEe5i3MNAYJJ3JWCmxFCVUPEXQqAnv7WeRipXOrOwNo1EkPk5AKswaGvilr+G9Rjp3OShliTVoBIxTwiAo4J3/nYzynuioSmcA8q2BAAwQP50dlplSwwgs6GKx/piWobHHQ4gSbekEMYbqKNUPcKChHZI5PTssahsAOynSC8Hu3/5aGcFImV+fld5//Xflv//U/lzevXpcXL1+V3/z28/KbL7/KNwP88tQYRp6Q/5TGdgtcpxsclrYHurTQ5UJwgeOCIwPEt6z2WFO3/Mm0IG3tScwM2liXqXMVo2WV5qRxWH3ZRTtXJKE4Wv4jjBaCyi5GzGC1S4MYl65KaXwT5c9fFejWDzQw32YMRbCRuPYuk30F7AN4ilodxpQnwYk0NjCdEGKYBDfiWBzq2Z6ANM5UDOFmpVHg4SEKvTG9aBfiKBw1AOq9CmtxcqhQlvJZn5yIGQ/eoYdkcg4wIwWkcVrKy3UBTpuNpovl5Oy6vHh9jIF3TW9lA2PaMiJ8oJ2C7gwBpzB9/fxF+a9/9b+V86P98sHjB+XJ7naZYqy8+NWvyuTVm7KEMVBevyvD0aQsImyXr1D+5OGJa45eOo3m+oQp5XYERxyzmI9CZzg0d72lHewXWvGgs9KkqOX2b7Eqn2p8z/znnDQIWQgzvDnT+F4VlPxOWodNZ8mbPGqX8VPv1ifvLU59JxkwWpwW3vyq8K3vf59r8XXGafH+vmeveXx0Daf5uO29wW44eJ+Ho2vwGpxvP+t891k/L9M3mM2vhc/Dv/ervGoa20Tqexavxq2wdI4AtnfrnRi2bHiXdgzP2IFy6J+SAB+DubdcPqH3//DBDoq2lLV+r2wgq4f04rsYqVfkZ3y31Nqwu7RNP519sP8uq/2Vgyu0O+VjRnmJduGRvtNq8GgY2AbsEa90als1jW0cbMBCPnB6GBmMAr1buEaRL5Y+Sl1j3jM/6gmaKn3afPgXA0HlD//HAOa+Qlh0jvRKee3RXyGP6byAg0PuUiNTX7QR23LauO0litcOL+/ElzZ004O/hlvWrynfycu864i1BrULjbt5dujfE3adZl+i40VOMlOVh05vaUgIm/y9W0XEDs0cLU0HnDBFTI4PBlvRcSTAzqgGUN2ODQKWgWvpX/zDT3NYUGMmmUEFrPD1cvvf5RW9fxdoGJ4L5o9EgIn4rzITIZ+5RWBmfkIf4hmWHhIWVxyCxXxaCgvfGLcxqMolCpz0ClqVtQs/PLMdts78iacrvXn7JjsD8h1pha4ImDOwGtMHtjlJT35GEftqBICrBdMjLliTPfFIm946xHchi4s/trBGd6mwdYwS4x3RQzxAme1znUOjCQJUOWaeyYf0WpkuaPTTudiF9IqxIgn3XH6pBPViYLgbwd5xtUeChRBsM8CS6pVhrQgZ1j2vF/T03Z1hOVfXNoh4U/YPXpavvvxd+av/9Fflv/z1fy6HB0f5QuQ3GAP7h0f59rTzz9cw6K1DdmCFWQJsyqTBxX2ZcsIuvDsyIdOJQyuTGEckhBlD4/SIpfUMd1HHqVwtQ4QF9aFNHeOCsvsp6XPqbTDol/WNdYwEevooJ9d7WMcZ2oKRrX+Fj2tAbJTCDn25VyOg1qlOKollHUFA35HAhqMODi8ak/g2zBil0hN87XlYQnnGZy+fFTbVCIA3gXlNmxiP/abGiHwrH8uztedlb9R7rXfLaT1pUNeDjZaDV/YFe5fvpZk4Q/OzUSnPXx+V128dJhWuRgz1AhxhK3RGGH0O/X/9xW/LF7/+VVlEqD59+LB8+PBB6UC7/V/9tiy82S/r46uyOZqWNQSD/h2KvUz6RQlInk7IEVSuoQPUCd3CuFIotK11yyuOO0HVEKBcXGkXvhPqdEBra17SQprMPwvGuLbRyidVOTWXtNwhS+7NBReuBrv56Vp634WriwCfxUsdc7X4ugan+f93OMyFe2+uwZiP4/X3wdbPe/PTVdl0n9982pbOq9FNNx/uc7vmYbT47d7iem9laH5hfXifFpGRqQZDmhk3cYhkTz+PNBplpMaZ+NtUVESZDiDY0c060uVJoDsYAR+gcJfz0Z415HSfduNcvQaAK+CjE4Brjz09Y5Srx3C74La/upqRVBXu+eWEnjydKuRD1s3Y45dv4NHoEYfv3aZrb52f3CVJYEH+0Ra5L2IoWC5HDHrEzYe/bNekT8cuRkTthFkWn22nvod++OW8DOkBrvjOaAg9KE94GtwymhzhaBpiSSt74OqBsCT0XV6sbV4jCPlhfOmtMSLSMQaoj/Ti7SjSBjI6IFjKXDGkrabjS3mVHcAxjMqYyTpwIZ5pXJQPRbg0SJI0OsVRkF5PuiUZzrqGXk4HNAZ1SkCmyHeZXWGZnk89RAiyRqBrkTnsZ4WEWCAVy0qiEKsOVZEDRBUxC5SMLGxoKFPZWGtedZjknrGls/GdCnCBl8RwbsMemwZAtzfI8wjcXqHUvvzqq3J4eBAi1/TCqoJAWM2lWhVWebY04sKTAk3EpSc3y+ODcexpWvnLhC9Rrj7+GzDeBkaAFDgDhyOs1VMaBn3arPJ2j7csEwjAysgG+Wj+9MF7Fdz8lv0Kfu5hWLGWbpwPc0sZeZmj6YBHqYEFc4gMIO2hWyb34LsoRSZVKJ+eHGeITSZeXR2U6eSyvENRvPjyZTl4e1gO3rzj/Qg6ndCbnYAWdQEe9VRDFxsKl7rFAMjwGz3/PHPZC6+OuOBtfty4xwtnOWkg+s1oLrpGSqPRH6jRt0m3EsVoGQ25vBiXk9Oz8IcLh7SCPS8brkjjkDd01zC9VrZGUt4pv8ZilA+A60wL7w5big/JjCkvpWH5zj950pEWLUIbrELMZhZByJWeAjg6D+rcv9uHcl4AfpbJn43ZUzH9uJYjA61R21MRjsTwy4LCsFyOOFh2iabgXMAg8PPWGkHukFlY7kOcbnl3eFl+98WbcnjmJ6rdTUE6jbElt+pWQWVjvnA49eyU57sywLJ/srdbPsAQWKXEB3/3m7J4dFZ2MByG0MTPQGtcWn55yS8Y+unRMZcrhzNfaaki+AEO0ZyTzd5j6Tij/6yaQ28biwZdVveT1kAfpUG7dPPP8qqRfJcvrJfw08xPF3libZgXv3k4xtOFp2Zu3i9pZ/BanPm4866l0zV8mt88zAZrHk7zm48njCqz5srxLXje56/mGux5P2E11+LP++nm48/Tp8VvV/OrOJGfKJIlb78XR1ef78vXRoOqQvPQHqQTDKi/bSPxlYurnfL0yYPy+MEuxq47ZzrwRm0HC/CvxnwWxUZPCA+gPPvxMzt2O7t75eGjx2VzazPnwfRX10u330fZoyPgG1fL+yXaOtxNl6XfKeubW9DEdu1UC+1i2bxsZypd5GqHjgY8agdMY9wpW79LkmkG/VDMllaWh7ox9h0ud5TDtho4NjZlhLivILMoB9hnVMCE6jL+S07opBKu8NLWbD7gR0pgOAVDOHCukWMeX6yOcuGvHRu/dFs/KmQaZZtGlx2emYLnynw/BpM7liA8BkHVt6QgXDrUunL62tEHOxdOnQozctc7is7PtTuFaSEsH09l6S9//lFGAhozaADY+3eVYjMOsrAPtefCq+yLJKVM6dB1esz+iBehTI5CEgnjZPiDytD6mgSecapwUKBEMFswUrXehISA7/CqwkvOdSjZNQGD2dcE39Kz/d3vflfevn4LAVFsxDO9cKsRUBtkXC1aClwFTL0ngL/3IwE8C0fnl9xu0mBuSx9FuAKOPWCv+4UqGMnFXsfQ6IwELqqbLPbKDf4q12xLBI5Dqw7RUOuYvxhS40npAs/T4ddgyDUssxV6cktcKzNmy3CsyEAvuVmFXb/mJf1VzBgG0h4GIwSrzgUti9TZeXn79k158+pVefP6gN7iceaQL08n9B6pT5St3znQstaadIGfsF3I6KJBlT1sCUwbnovdbOQqsDoEZv1K24z6WM/yC2Wso0DWv7AqoTP0nbu8II3ruw3PerUMMrPrDFAP5ejgKJ+aXsZid+jQRnJNnTonFiMAmuQMbeioEWBzy70GgTvP4UXfK81jpfucO0WE97K4kPxjvRvXcvDLlr7Ao65El3LyL0pcXtI4dsguGcDfKmNpIUzbi4ZyM1iiqKFXzgd4D4PLpJYfGgnLaQHXjiz60Sfof34xLZ9/9bZ88c0+ytmFQRpg5L3ciyCkOaecbsdy2FQabm+ucq2Xh3ubZWPYL5Pjo/Lyb39Zbs4vysDRg+lNthqOyXuMEHPofwTO7gi5MH/gKbVs2/b+NGBDB/OCaKk269S6ljChVlXa0sU2XevYwsmy1fg2POl5VuAm5ZyfzmcvXYvf4PtzWlH/Fl/X0njp39J7jxE3g5M8Z+msY/3n3fy7z/+jOM0vhh2uvQu7yqzq9DffeRgtf+/tWedzw3s+rN2FG77kfR4H3bfjtzit7N8Ob/f3z8pmeBLywo+pteDSrhavOsssH8gjtlX4iRTOYxuvfV5+Y6NfPvroafnuJx+Xp48fluH6GuEqWuTb+nZZ29xBqa+VwdpazjTp+aVa13fRmRvyvr65XXb2HpTNnd2yu/ewPHr2rDz94MMci765s1226Bg4EoeWQAbQ3shXPrV9LXBFM/EuDerx4nVULwd8IZucdnAd0Ap6q8OlkS8dHNqP0WD7pNhp0+FnyVNp5nqBWn7oI7UQGviEOka8n46QRLZ/ZEwNzCVNI2v51Tqlo0inIVOCgFXBh+YiYHzrnjT52BCyyjamnJTWfgxPnWM76nUHszCNs4pf2qnYES4O7joae7orascssjYiC7ChhXocv3AAf0v/4k8//UxELICK396NIwDZW64zA1K4QCzzpelF6R2ySK5UgOkNaIyUYU4iiGS25tnjnEntWKPG49m0wsmQ7SytSi4LCRVHEUJUsHM7GAHOnZyenZff/u6L8s3zl9kPqnAlepwVLgPnwBrS2jiEbR7m6WLCPIOXhBS8h9+0itDDJxcM1mOOb8sq1oALXDzZyrmuLkbImAbg/vpTYruw7na5Wyb0nCMaorhUMIpXflgZrvpfvB2Xhetx6RNra9At6zDqKtbYUOU3EzSZ/7ahSRdwuhV/yiLcuxgCMiqN0R4qiK6aFjhaqefnp/T4D+j9n5a337wpo+PLck3P35MAnTqQwaxDiJ6yLbi4U+U9m3OHPUKTjOw4IsC9bvskb/5FGEocnHUVwQOO0sgtMBEyISgJuKlEjNeuDLXdYgXz7HHO7kLQEPBDGKf0bPffvSldv65HwqvRMY3+ivim5f2KhkFjUIHLazZ8+d9pIZWwSl8jwVErDQYP4bihEQgjHw/Bcnao0fPCbWA+6+9Je/U7Fzf4ESaNwFM6kHN+jrBYNutAxd56+VV5VN53da/tJ7SELrXCoCI08xhk131ozcv6SwhBxCvvGil++Gpc3uyflN9+/bq8OTjHMBjQeBVKGh7kAx3tFdV5xUnpU4di426VjXUPAropl9DvzddflsNvvs5CqTvqfERZr8DvkmobQa+T26tyQFlH0MaFTx0NEIcpocc15fPKdk/qc1aFVuD7+vNKnVsGeKMtWPJTzd4zsjbjD51CzzT4RphFKNouZrB8lrciyHBNkUW2GDBz0rfKl+oaHi3et991vut8n4fb4rb3ls73b8dvroV7/7bTfz5uy7fyRn1ud53PhqUtQZlGI53+NV3lP+NGPpLvPF4+y5PeDdff53kcK23vy6ur6SsMgkN347X8Da+43Rsf6W3j5xke1q1yxo/E9VHmH374uPzJP/hZ+cd/+Rfl5z//WXn20bOy6pdGabNbuw/Kdz75IYp8r2ygzB89fFR2dh6Uta2Nsoni39reKZvbu2W4sZGpAHcA9Lh3sx23Vwbrq2Vja7s8eLBXHjzcLds7W1nR78ilW2odXVghjXwR4x2a5WAwcUd+1nZHW9UQwFhwYWDUNfI2hjr8L43t+WtU28iUV7Kw8oxaJZx3aHRtJ472ZruOEREmjzTIs3SOAsendSB898TA8L1xKoujX5HJKnhbLeVodRjjDNmpYeBiZ5KRFhkBreuIeu1kVL5QPuNEW4R9FG/8RdpO+xQj4BLr3zVqDmgM/bRyv1sGHjbXIb14cVm+pX/6x5/ECFD5nzrM6KIKAsMEYgIArSY/SCLCzndkryTKrRYAQqjVRYbcspJYhChUZSCC0sgXEGxWGI2Zwlowh3YgNQUyDbBSwCp0M1djY1AQwlT2hCS4X1z7zRdflN9+/lW2cBk/vWLSplLAtzYwK8oLJ97WAng15pZ0pm2/JAQvDQJzuqFcYQa8Oyj7ASzUwQqQmVwU4hkJ5zCHiv8Gw2S60J1tsQIGlx/HqFvFJDZMdHdV6NNhAJTSk088PvJyVFaANYS2qzD/2nBVK4Ze2jR7PF03nlXwlC22Vz6xeoPS75fNwTBnaWsAQEmJjEBvH8kADxUMig51lTBYSFsK2mJBcxe1JRRxFrrkQCBoT505/yyT5cM/0Kp90W1eWKThWbFSijh1mF2+CKqhgcrbhhnmlr5cDr8vO7pDWg/vAYMoZHnIoe3r24tyerQPjrel15kGno0uc3+AUPFnrp70yY/MtL21iK1xlVBOoIRYseIxvgzzgyHn4xH857wk+Goo5DAf0kCn84sL8Kg8CJYZXcmQOLiJv9MEnkzmF8uMQcECJ0KT9PKRQ5bnZ+fkf5UtSeFh44IzUcEZPhrQhoDnItflpV56NCOMtNcH++XdwUl5fXiMcUmZ7qSNR3ZjEFEXnjthAW0pGlkraGinfO4WphkBGJDf6eFBDIHFm0m2WU5Gkyz4u8ZgOKHNnVLeY3ohF+BnCTxtbThYj6CZAFM+uwbPmMvSE9yyIyMCkgAMDld+QnUMSXiEcOvZXoW9Q41TC2kzk+VSdGHhbEeeDSEtrB/pVhWRiqq2Md81UKWT3x3xy4m246bsvFq65tp7U5SVJ6t/e6+y4N6ljknjNQ/TZ12D73vzawZIxbcKbe8t7rwTns7w9uy9XS2dnRxlqXyXqS2yEH7aHnR3wZryrx49+/s4NXxjnPLc3r2bRyuz95avrrZbYJIPUXMpDGoHrKbLdBhtzDq4duSNcOX9dOxInHjeZiHyn/yDPyn/6l//s/Lv/t2/KX/25/+gPHn6OEalHzoDsfLBBx9HwbtOaXd3jzSepUGHxYO3llfKmE6Ju4Fqj3e59HsDOnlO93oI16B0hsg18lpdH5Snfnfg8bOyu4PRQN4dwhfp/LhQ9hpZKa95EqYfJbJdWg7TdmCmq0t0BMaAq+NDxtCJOkemRXdQxoyAKSPhRafvxEd9omyLUpcNiKvsX6En7YipPRBlsURMvfCTd+08+qn7MTLHof4o+tSr6wL8xP4YGtOBg0aOCFpncBV5u6vMdW4ek2zboEy0Fe+OrDRcjO/I5diy8u4ocD3szLoyJTKJMtiRvqAT5Ci3g4Jd2mgWVEKLu5nR7s8IC/+v/+e/uTs6PkqP2l6SJoUIWvlhHgqYU41W+lEaWQAGCCkj89ibEqCEV8gSvSKq4kd4uPjJkYAwIISMMIwArQzl8gbnP8Am6f16nCsYragblFl6cFB2edlv6S+Xo5PLCM3js+NYe2LjtkFXawvDhkT2M0aeCXorCbw8urVWVh3qyTe2Fa7eCAc1kS/XS5TLAQW5BhwHo+vyuLte9jqDsorCd1HGm/FZeevaCXvW3TUsNuJHWV7R6+eikgZ4bWLVbq3R66fBD2DYPoh4QMaCuF2BC4rFPawOwY+BfYwS+OZ8Wr6BkU4xCK4dXRAXFDrcTCPoYG0Db92PcMBEmApX12fldkoPjx7l5KIePmPbwH4PHSxn6LPkyZAwEgV12AgxhdWJ2L+CHtrJ5O8IgIaCxwFnyA1l5dqAStdaj9LTBhRFLE/QeJwjzGl40E/GLX4xjnu23JHOClCIWEfL7lVNHAUL5QI3D2nS8Lvl/YMna+XTD3vlw71O2d1aLju7wzS8Pvj0qSg/Odrp0PiWb7K7YXkRwbDQRzm60/4y1v8dvHFNY56Yr3P39ICd+pBXNFps/HfQw4NKplcjqhn6UH6/Jb5Gj2RjuAHetaEoMHrUT/gd/Izr9w408qajq2x3tP0cwJcXYxr/dFweP36ca6jQQ2BFYMD3l4nrSWajcoKyPj4blc9fvi1fvTwof/Prt+V4XMrJeSlnblFdWqUuaSs0dBW0MLLGQE3rqWvTC/AsZQ/6dPsLZU1DZVLK86++KcfHlInWf47Sp1VGgMTsup2WIXR8tLEGLy+Wc3B9AT5HS50ydpSJNuKo1yJ8YTuipmIEWfa0Bw0S6x8/eUsRoRFgsOty5DOnTxz1y3QhPw1wDT1pF+WlkDWv8EoVkPrLWyo2RyErv1W5oqtt+F7RG8/4hjc43ptrYSoy07Uw0zWlqGv8/P/PRanM8BReU75VSdZOi853XYvfnk3X8vFuPBfDusAt8+5e0E36xeAG5oqGPz+3vGKZEV4NGvNrtBBWy9v8DJ8vS6OBfsrC0Ah/qqLmCX+osGLjYexFGSoQycthdNu7C0Qv4NFbOi3Pnj2mx//z8k/+yT8uf/qnf1p2tteox5t8Rv3w7WF5/nq/XKL81te3y8O9RzGcO8t9lPVlefP6RYxx8/c0zhHyU9ngdryc/389TidrZ3OzbG8M4EHPyfDo7m55sLVLnAXyOS1v35zk66UK3BfPvyoj8u4ia67HJ+V6ckobv8RAPi0ect7v9PPhNUcI3PrXkaa0IURHOnJqXlQ5cggdE/0hH0GPBWSSMot3DTSNXj/H7rKz9KDvqB9konyc0wCtpyhs9Q8y6cY1DJ78V0/0s2PllK6w3M0WOQe9HYkFhXTIUBmZntPY8rj7WwuPjsy3SNAdMcpoT7YrDUPrJh/Uo01Nri8iq7qrdEZvaPPI/nOMiZOLq4J4yhbBQW+hDGYfbXMrptJfnppMR2XpZx/vfHZ8dEyDhZkR5Jn74TlMzJ8CvOO8JISQKev2DcWKDYuGzE8mqytGIYLPkM9hbEl8A2EUQMYHWqyRJS6FiQQNFSiA1oxD+Vq/WnUS3L36QrtBEF5c3mIAwAQHB+k9dbuDQEyl0fNrDcM8xL01Op9zEYLkovLFR0xrheqXPeyxDKtyy8mIlEeDyNXUffhjHcG5voriRWmco+APscYm4H2rMuBOcpC5Kl2u3u2kuIdhD+H4EQrlWX+97BJni0y3aZSrlNnDhfpYvR52lGEsmQ6mOKXSzqD/JdmrkG0J2TUAp6iwdnY3yvrWKgzhKvU6H32LYL+mlzeisV7DeDcwsT1Z/llIQEALLB1YGoWG8IDhpWsOVLLeYGh71fYSqCFo4EgMAkeDAOWQdQOELGIcpc5Jo/XqiIc9B7nghnuG6GFUBX52dEgTw2c01/DICA/5Ktt8ltdJlh67Q3MajAeHhyjLUxrReRmPzuA5GjnCSUOAGswiTQiAgseIgEdub1Hs5HGNonf73PnFGfwywVqWX/1oh1+1VMj6PI2VrsCTR85Hp+ENDZgcMOJumBHxga9IdKsQXJn0FIo68MAR24jFA3/ahUP1GjidTh0tOz52i99lrHNAJJ5s7gmGdejbRggFLQd4uN7FNuJOiTGMf3Z5Uy7dFUE6CBLaWZ+QmzTySTgDdhuXs/OTlFfF4paqk9OLcowh6PcgzqDPiJwuSZJtgNwVItpgm5Sjz7vrBjyfYArPXUN790XbU0gbaXUL/6lMdHWXj7xA2fGzvbRh5Rg6cVZ8bUu3Hm8Lv0hr6ZCywJMqM40FYYi7V2urTVG39ypfqpxpSq09G54cCW9xvXTCmE/X/ObjzYenvH/PpWvxWhpdS9fg6Yzf4up8Nlz/ppS9Aoe6MKzKKtNqTFE/Kmf8rXBEUuit4tEZt+EkjPYsnJaX/t7bc3AhuUrLM22AmPZi/WT0JTDIA3z8qp/D/eIoT58dX5CulJ/85EflX//Lf17+7b/91/kY0PraanYmvXr5vBzT+1+kk+jIhiNXu9t7pT9co/fZK8Mhcpo2eOCJrli3ThXYS59OkIHI8M3NnSi3g4NjjN9jni/R7xOM4xNkw13Z3t6FH6XHQnY1Qcmy7Ejo3h7Gxg6G9qPyne99pzz78GnZ3NnA8KijbfQmo2SvLCtlobBWRvRYZJqdI2ia1fbKR3kYvnSkuo5ck5MdJHhaeQUxowvSYYTNlY7K/GzvtqpVzMS/4vLDPeollbUdDo3ggBQ+fK58zTkwygDqRtnO/zwrd4ya9VMm4Z8GnJ8Nlje8QIUyEp80QEinYKlDeZfooFJ/F8i3yYQ8qQ/+LHbqv9ddxOhayWiLI9WWzTpe+tEHG59Z4TY8C+9qYAVbGwmQseyl3Wi1kEjF+b53ZzHAMnPuZDbPkPrLWGF+0/EehgMZP3HaegXpTUIQe59wXtKrfPI1QnBwaOMcc+YQA+D01CFdiJTKrALFxiKh753EDKfHWbZaBv1557I9aTlVIwAcTQ8snYrKEQtfPVN9QIX3oMtqp5MVq1N6r4eTUbmAeFM1GYrePLvA6FzT+8ek26GcT4e98gGW8EPS91FOXkMEc5cK9XDcPjQcwLA9BSEN6I6e7JjnQ3A6Bn/7tE5JONzThQZa5qt0+/Ye7tFT9ZREjBAs6suJi/4uYq2PLyujSGT+uLR8oTsVfgte7ue2YFUIU1epU4U6NEIoSA4FQj2sw3nvFeI7ZGXPToVV+UFjocInDXXsc2BIiYRXwSMNFWChf6hUw6W5DSgwrH+uLFYh3D29Gha3Dmuj0F1I4xngp+eumKfRgeP4/ALjAEubHr4f25lOXXDjUdLGvcw0EcnL9BqDTQVH7zyKCppOaMR+e1s+Mu7oEjGB8ekIgXh51kIseGA47KbStOGKe3qAYBmDDeQ1lPx6mYdtKZzlYbgJWCvZ+3yAwepajExhSCvKaRuSBq5EVvBoTWTqgnwmCMYJCJ6NptxpnMCGirHlNAaqYQW/kU4UVMgKkBxocj3FIBiXc8ozJZ6fer5epD9Eb0ghWL+pQFpwGFAnD3srZRO8luHjm/EdvRAMHQUPUW6p9mRAaTVA097BsckDnTWaerVcaYPVUNCvKR9d7eXWdigvtB1I7bqGtsaVfg1OC5uHM+/Eo4UZrznfDZu/G+6zbj5uc8YRt/8jzrjz8X3WtTxanuLW/Nu94dBopIhCquJj3Hu8AkPBTjzbKZHJaBaIa3kExgyX9jyfnzgY1nCMUW849ZV1PvglDXFifIiLhgH8paFrVE/l23uwU37x85+Vf/5P/2n54z/+o/IhylaeeP3mVXn99hXG7kUW+23Qg88Z/eC3tbWVKTWP6TZPh8DHtAc/9+5IpB/66ZKHo5lOaa4Ph2V7a7M8dP7/yR7PW6WHohKuxo+dPhVbBp1pw44nxEgCRz8tvLW3XbZJu+XBY08elL0nj8rDJ09LF5xSEIwRDe060mkxqT8MAXW7C6tUqFEKtEkPBPKckJXoAPiQBGiwKNpMiyMP/Y6AIzWExpDL6ACX9SUdXciX7cziCNyMigFeeOKj3vISGeVQZBPPbaeccI1vAdPTRyZoWFzRMTCO0zmWP4feUX92qi3fFNkyomM4xgCYAhNxoqggjgagstUREad+Azo4ONWz9Mef+u0A8CFBmAmmtGF7oIDv11Ss0wFVAFXrX6EVZkwDnxGhAQ4MWJtSQEbutXHLaPb0VRATemaW0Sag0o1CwgfoGBsSpjI/nZQyovIPjs7L0ek5PRYVmSMSCDl6QZXB75lflxEJ4FXer88GA5HAVhnmRqiUN+sE8UzEG96dNrApdkg04GnVO0rC8+PPb8blyNOormQShJoCHgHcRWlsknYHa+sJ8R5A9R1ot0ulrVHRazDIDobEOgpjrT/IKXlrw400lisY8jXlfEljeekpfuA5hi6ORiA3oTlGRne5DDfXyub2VqzrlW7tgXhE5snxSZmSNj1ueu2Wy6kSe8459CJ1xSUhHJriWSsZ6FFozvunrqQHz25JyzY50nl3m0++qUB856Rl9iwQrVRMXiElXk3o6KwXYYT5cT5Xv1lDwK8esCMn8IafhoevKiVhOeJxjhI/PbvC0KGnDx/cXEwxj134MoXp7c07xGhP4bY2QAwC7KJycHpZjo7H5RQhoiF5enpV3u6fltf7J+XNu1N6G6666JLHMnDuUKCuQ6CJYPRoKGhYZRU/l6MuKnSygFLQBTxd4+CwtituewjMlAWcFX7y/9nJWTmil+TcnqMcl1rzNGrLqlCGGxEi9jSq8NS5G+PC73KQ5yL14A6JkFQaSnPrTRysN9PiJe3Fy+H/CXS7tUdAHbtb5Yq6wR4AYy4NFeJt0Q6fdjtlF34cTB3lQFADZKxR4SgdQlABuUz5/PhVq8e0bZBpl867fOiVjoSyAL/Ih1kc0+nvvb2r9B2VUb7o7nlDTCkT8XXzeTXX8PDeYDY37/ftcJ8bvPb8f9TNp2046sTT93a18jc3n87Ldy8FET5VnkI3L12D18pv5bZH3Txsn43bYLa8vJteGjfX8JMT5B/bXzPWBWnbdjW9Alj54TD9T378o/KjH3xafvGLn5WPUf4uLHNo//T0qFzQa3eHzo6L9x4+ykJBh7Id+vbTvJZPw977Ncb64sJN6fdXyuNH7gLYyq6Cne2NsrWxWoZrGAQbyLbN9bKBfOvTyXExreV+d3RcDo/OcuKpbdIRrRHtyQ+k+W0A+jBlCYOiO1wt3fXVsqpR8eBB2XnyDOPgQdl+9KzsPnpSVje3s47Ar6OCZRmreCmvfuLoSKbyJ/oCKklD5ZZthmaQthga8bMdhtb4WBu2eYf6rSZHtC/Rby641YDR4JLOttdW1zbaWkcYv+pWEgYW1WVnC+80dQFqJExo3Cp9jQVVo23dfAER+SzejjZMCJwgL6RRjIDZ2n6aOZdn1XSQUxgB8gLyKKPe4L70B5/sZmFgtSjvmVknkjKTincZJWiRfbfQVbALpDKul1akc0hRwrP0YTDeM39PEoW6pcsqfvKx1ylCWksaAApPLR1LeE5v6Pj4opxdXMYgcGrBcMgbHGqDkKCVICFlnq1M33XG8X8Q4ZLcpsJPL+4xHESOP0cBjKFw9njIFZDqgduW3weAgJfTUZmgcJeRrPb7OhgMHQTZJgy/010pu71eWQNmn8pdpUK2KN8Qq9YPIA1XezD4sHRXV8tij0aDcnXY/y2W3q9Q5F9fnGIETMsJFTgGl3xkCDycg3Z4aAijb9JYejSypQ5GEnmoaKYoKJHPYDk0dSbABp2zvcG9fgAK2t3AwuTpccBuC5QIxs8QcyhiuL1ijQDqK6QTTr3kEelu/UnPPEI71xwIIgaHBCWs8pCxiAsOlIQwIwErP+PqzxWa20+vfODhIH6tz8ZnTpcOWY9vy+U5Vu7xUVlAAPRRducoy3dHIxT7Ze4HGAinuXg/OCtffbNfXrzhQuG/2j8r37w8Kr/58nX56vl+ef7yBGPgHENgUg41Dg4v4bMpjUxauUdfXrV8Nv5FjNEJfrX11dLY4MHTIf9Fed/y1HK4HsLev1MIZ+BzcuJ0GwkRAP30shQ0/PBapD3c3ThouYjgMPViDJbzCwQJ+V9OJ+mtxRiDdko9Vw+HvrQThY4jBVL6mvwdBYghAxwFkOttHP2yD9QH4JDIO+D2cGWprEPrRfKcAvuIOjwnmWthPPHSqrI+TEvG/POG/9zV5MS8sokckKfCC/99nKp06mXc2oYr7ObXnr035/P8ewufjyt/6lqevs/Ha3G9Wpxvu3l43ufdPByveb8Gs6XRz/d26bxbvjiSpzdIveR1Bs/0v5cvFaEC+XZ+La8qt2vYvGu0nU/Hf+oBGgPeqbjgwIu52SqV6bZhP+/9ve99t/zspz8pD/Z2c0zvAAXuwjs/HufIU+bqHzws27tb6dXLm56oWQ8QqsZgZDrt4+baT2ufI7dcsa9MG+Pnx3086OyQ6xh+P6H9OZU3wnA+pv2+LSdHp7QFOl3Hp9j80BcdZDv0eHQX0HlYnJ8XJsPiWR75JgdymFLDw5QIxb2OkTLc2coWxI3tnbKGMTDc3CiDja1yi6FhXHGm35A5+RzgxbM96PS2oUymGICnAs6iO3yzawt6ydWOE6qEbZeOAOQgHw0A6w1a2PSpsNSBo2rKdEcXs0ZKcWFPj7jKSYoZ2ULqiheCyDoThIt4Dc9CauAKm2jUR11bJ25XtP9r2rjbj+lXGowBQHzoMugt5/sy7izTnxSpp6U//vQpRkBtPJX5KtMSFmJYEBWC5IjnzFUmkyrVSklvjrixnriDb6wjAMwaAcosCsM5QlCACZvVQ6lAHCLwU3FpLbjH8fgUwY4VeCn1VV7gFsOCtPcNQwAVz+p899nKnF28VUUzi9su0gcGf85nG2pvOZ/4vUUwg7fzQOsIzW3n7l2roAGA8t2kAjaxItccVqVi91DsLgJc5bkLPQcw4BDm2dnaKmsw4TKW8g1MN+ksl8tOj97+Qvl6dFG+PjsrX9CV/fLirOyT1wXpXQSW43lByON1ZbUBxoVH60bpojScI/ZIzVGGxt0iZxAUwn8Zw6TnCnWqdZL0ltHGgQcC3wVB8cM5QpNpoJnS0JJ3zsyyJ44fRCKtRlt68NKJ+qm8YQyMNusZnOUT40jQJoCNlz3JPuCvrZVHyhRVmhfx9j88Y+Mg70wFwSv2oicoKvnhbozVTBe/M5mWPvV9jgJ/c3BZXh2My3OUvKvr7TEcnYzoPUzLu+NpeXN4Xt4cX5V3p9flzdEYY2FS9k9uysHJFUbDFX5ONd1hEADn7XmMgZML8wX/JYTbYg9a+3nf23JxOUVgjXPYjgJAXry+c9pKq/8mIwL2jiyXbUJaanWfHJ2Ul29exzjZQRitUP9IKyoXms3akIcROcKmFe/OCkfDFHCXlxp4tk+FB0Qyjmmkr1aEQPC2HVELVBdtg3geyBSmQCh1oOEq1yYC4vFSFwNgpTxYwYC9uopgOYOWb6D78RLlsmMBQA+08p66EZZP1FVty7Xufa71Wt99nvf/9rPXeyU4c82/hXn53Fx7no/X8GjPOt+9dPNx56+GS8tjXoG28Aaj3XWGNbwbDP3a1VwLm8fPe/NvbUJDOnmThe/NNXgtPT6Jl3aF4P92frqWj67dG8wW5nsu+ZJ6tloz8gTPLtD2s8OL8vm57Ed7e+V73/+k/PjHn9Jrf0C8OiKk/FkdIM+QZV67W5tlbX09+Gnsuo7AQ7+mKGn38p8h144ODsopRvvJybtyeOiprmfl1DUs5/idenjZu3J8ghFA58f4E4xfF8W5M2LQHWS74ebGdtndflh29x5lwaHz7BIu0w2dLm0KQwGjIIt1pa9lQ4ZCQR/yZU2n1TyXYHVtHSNgq2zvYbxgwGzs7JUtnnueX+CorF/zc+GwcKC5h6ldA+OatueaIc+O0RiwhU9RzFmrRBvL3nzCPejMvfyyijJSnskIgWmJmykD6sU5fo1iL/VWPlFO/KwHMAJ1ZlqNh4l5QF+NEs94gQMoJ3KFuspoO53DHJ8ubugkyRNjJiMIIRVyCH5DLnSJ20dnaRCAUeSrBt3SH/3gyWfhilyV8cB5xkA2Eu5korDIHDquMlB9j58JQJyUVIL3asUozGTeulAMKwkGVNg7KmAPRWvFHngI5l17VKKDvF9QOkbguqcZIMBwiFV5Sd7kcd/z8q5xEO886yqqNbwOvRKYtpFIwdH0WdRn3KQzAmksHj8FKXZVedgdYgiAG8p2YTzN8w7Mtbu2WvpYVRsYCCr+Bw8flsePn5adBw9yUIZbZLprg3KHZT2BMc+5LqiA0WBYjqn4z89G5ddHB+XF+WU5VaFQsV4qAvHLSYUqF+JukJersD1v20VnDqXmPAfwuZrAKNY+xsHdzSUNZ6F88HSnbG4NYN5x0hgOiUPLlBL6USv48U7eVejUtR75VC8M5VSBPFBXgqMdZH9pF0VfeaSm89ktKPZWfa/CR5dRgFmdOFKkArNWDFYoyReCU5i4Xcj1JQ7xpcHcTGhEDtFriNLogdWDOTbpqW4iBG6mi+V4dFcOUdrvzqbl4AIFTs/h9GSMYEAoXZYyuoHmALyYLqHIoR9GzSVW1hj/q9KnrhFk3U0Ue6ecnN+Uo9MpvHdVLsZ3ZQSM0/PzjBCMxg5B1vn6LKTDJLfxSy8baL7TLc+nV+9qXoxd+LnuDLgrr17vly8+/yp12+uvIZRWSYPRYL3ZDvi5KNOBBUfdrm8W6XW58ldBEl1eexS0JXlWosG9acQKeM24+hU+LvmG+zKIuVfDfWgAAP/0SURBVBJ6E56y9/+AOnyyAt/yvq49CLgJ4ftcGgGnpLnTOCDAUS4yCO7WcVMsuqZUFFTz/uGN2WXY/NX8dQq/5mf6FtbCdfLD3+f0N433b8NtvNjcPLx5Z3rjzsPwWT+fW3kNazBbng3fFrfBanfTtDi6Fqe5vFMvSQO9CYy/7166Fr8a3XLTvTPMPNpzy6elMczLYeffD2/xvXi2Xd4hW/Fzjtuh/mdPn5Q/+NnPMAB+WHZ3NpEZ+a5lefh4r2zTe94Y1m3MGdWlDHZAjk5Oyv7+QTnkOjg8KGf4nRwdZ7FgPXBOxe6oFh0ZOkJuLxQX4x0R7+jwBIP9qByQ/ujwrFxh6Cvot5CdW1t7ZQ+j+fHjZygvPyHvdzduy/bOdnmMrJU2TtH53YLVVafjMJzPzrnT9lwzRmfGb63wlLhpYbRHP0a3wrW6vpaRgjWuLYyfnUePy87DR2WwuVm6q+tlgbZyBbEuaYD16GIVMXIavZbpcfCklUVOulPIM0vyZd3QGmVMAjsD5m9rsy7k/Zzzz51Y8BRylfR1W6yqudZNzjqhrMoRFxs6FWD+JCA69Ic3ojPJB9FAOtPcljE0qul8J1ez5pKXPA/Bo9nlAZlKegGhLP38uw9iBCjE6yVgiVaZRyfLaUGGgWUk3n02gwiJWQNSwAewhTWhAl5BZ0QVPV4Ok+ZAEi4XWriKM6snIaLW1xhiHNFzevcOKxLLkNo0t2olAdTKtDohGf48AYpMEqeh3BqixkcalnH4VxU+ZQjuQqlB1a/GSYXNnrWCuzzvLXTLBmXsYKWu8f7Ik67cz+rWKCqoO+iUT37wvfIX/+qflz/+J/+4PPjku/T4l8o7lPSri5PyGoV9Ss/8FsZeevSoTGCytyD+m7PT8sXooowsI9aqpw26YnUZfJT6nlLoJ10dvHGPugd2WA/jqymW9Gl5t7+PosIwcbsKcRYXpjSypfL9TzfLjz99Wj7hWt8cwIwYGednoVOsfhfAkFeKKR2gVRQtdUMlUG5yJK86NaDyJ24iE9cHcLTOpJVM6FVPk7wXgs0/9U95NPo0CLNDwDqk/gVFCnCw56xVDeO7Pxx+ufXTxBgvtwgRDZccNzyd0KOdlkfQfq9LA71ZKceXS+VwdFv2J3flEmjScOwcN0p/RG/+Wsu+M0DZYQBgQLqoyG8l3FKnd/TyF5b60H4V5byKpd+JcXB5s1DOEEb7R+fl65dvym+/elWevzooL9+elM+/flu++PpVPvJzhpHg1/+WF3rFL5wpkNx62J2NpFhmVw8rwFxn8Q6B98tf/TajGkvLHvLTDf9KL6e6ciIktF1Z6ZdLDA4VP1XN5Q4YiKURBQ3lkQXoDcVsmKTXoqc+0gxoJNDSKSE4Dut/IdsBP0CIu2B1G7zWqM9FjaslDB34dB+avEV4XVR2SFpbR8pAO3DkriqQMEGc9axg0l9X67xeNSwSIM9eLW0L871d8zB8b3w079eu5tKuZ/eWpoW3uMJosOfheakkjdPeTd+uls7ndtc1uPPPLWwejvcGu8Fqfs3fjpSysvmbznvD0+c4+UOvyGUUEPzV8jRue27pW17JYyaXq6PN074djnf0SQntt/S71L+djA+ePSk//tGn5YMPntHj7wCwjtj2e50yIF5nJnvO6bGfn5xlmmv/cD87eS7ckYPCV3nlZE2Qll+d19/d3SkPH6Bct+0YrWEQ3JY3bw7K27f7Gfa/GE3KdHwDjDEXRjxt5MXzV+X16zcYE0d0dKYoYIe2kQO0y+2tnYxIvCPMhcMeV/zJdz4uO1ubmZq9u0MJTkZcLg6GB2kbGi3Z9QZJ7RB6D3ciU1cwIDp06Hob62V9Z6euI9h7xP1x2Xv6tGzRqVt/+DSGwnJ/UBY6jiz0c/rtJV1t9d+UywPZ9MvhQNYjmfjNBOmgXFU+UkEoZzoJs7pt6wNsR8qOTEXgr+GQw8yQCXa+c7aDcXiuDRQjgHi+alxdAy6HfeHhaIRTJ3Vagzqn/RtZxb9Ew44BgMvJjwTYFjMdIDPJQOLW7voZIUzJ5TBIEwZtBMBnv3YUhuUPPCEATE3mzl0oBIMscGJcEE+WhHQIGhgY4ti7MR9QJGQZpTYqh37kxl4QhddCgiNn4SomhB9enoMsbBeoaZSpTGLtNRy5bABpKCEaP42R4Aoe5FkXzPHMu4pQfUSq4Cp0ieaZ09tkOIRrhmS0hULJx4MWKRtC9JZuk4tRfvHn/7D85M//vGx/58MyXe2Vt5fj8nZ8WS7c9LC3VdaePStrTx+X6WCtvLi4KL97+7Y8x9g50dIjD4eYHVZbIR/aX76tTb+ccsiuzjpJb3uGMMsEKxzDIvuyNRjoNbqtZn2tV3746aPyo+9twcSDsrO3XtY2BmGU07NL7pU5ZQ4NvjYfWKdgpCGCUcvHYWx+rjitvR8vcZC+RgUOFexiQYkmitmtEYYW3wC1kkJbOCkLZax757edOqpbb6wbfU1DHOhsNbgV8fqWbjyGgHWYY4sp993lRVnDKPhgdVAe0au4ul6i979QDoh6Ar7X1MsiOOcAJIfxl3plisKfgqDbhiyzjdLtUS6is3Hd5WuJLhjqlksa3ZhyeXZ3huegz/nIhYmXKO5Sjk8vysEx/Hk8KQcnHmx0iUAc54CtZT+5jHD1fG/POHdNCf8QtNByqYuwGYBTp/y3X/627L87zHD/Krzg4inn3cXLFcf2KOR56+uWclyBowt+vLchSc//r0s6uMMT8ofPtr2bbMmD9rwv3E4xVFH6CLot8Nik4a9JT/js5gp+WLgq55DqAL9jyjqKtjEpphKGYtsGGEHBPe185hRcC5kGqb2bJita20ub5l75p/q1cJ3+OmFGxuAMUzD63vy9ywMNTsPj25euKTzfGx82GdDitPjCMqzhM+9a/G/HaXgY5nODpWv5tXQtTQtveDR42QKmEVAjxV8Z+nvwuYiVO9LX4MSt8O/LlLQ6gGXacy5/7xWeuJIGQ/saQ5tYWZW/i+z65HuflO9//zsZ5s+hMlyeMT9cG5YNj/sdaMQuIgtR8IDNPnbKIsIrGBEe4ON3ANY3trNLQMXvJ683HQlFaa6gNB2+Pz0+L9+8eJP24gLYvQcPy/e++4OyublLPuvlycPHmWK4tq0D22+IHLw7Km/eOZ1wHANDWfbVi+fl5PgoIxcfffQsaxjuHLWgfPZ2F24n5Y526Eja9WQSuVMNY5BXKUpLaOZcv+LzFl3i9t4ljBZ30ZBR6SJjdh8/LtsPHiHft8oDz/344IOy+wQ5Thk7yB/Xdjn14JSAi9bdEXQ19Wu7LqTX6Jp9qhzY7nZwSsCyuYbC6dXoyPjRy8eet8YcQff9CiNdY9+tkXUUwIt6ncnsukOAJ+rWI4LFIYsIZyMAip+cLks5TaHuV/1JiyUMQc/q0SCQA5f+7McffuachZXamL+L5ZfEMhCXylsml3wVaMgYpiI4iOl7zXtd6FcbeL6+5DOFccFghkcwDDL/bk9QwU3hrdxFBKULPd7uH2V4yCEOF2hp9WSkgTRaz1peYWoyduFetvMZNRlW/CuDUljim5eld1+44T47EBHECQeh+MkNMWCEJEDLwvMqimH3DkOAytzqDspaF9pIE4TrxfWkvDw+LitYoT/6oz8uj3/wvXK7OiyvzrBm8b/pr5T1Dx+X1Ue7ZUwZzlHWv3nxVfnbv/stPcqXKBd6Ywp3qwLUoCh5+l8DBDwhnSMNNmwNSc8C8EQ6lZcjI4jZMsWypqSU+6YM+ovl2bOt8tHHw7K+vlwGMLL0sFd5fuFiM4ehnOuSAVTQpuOCLuSYcttr1yhwd4hzc/nUZnq20lW6WbcqUugEbfRSCLk/VatTRQuAWifUdebCKJwjD36MxyF/eSHb45aoLyyeDGkD3LIqoOQ1D5MK+xLPXsAt6ZYI2yDtR5s0UIwx9HN5eUKPHZqMVZgOvQejamHbw3dxpY+ZOyOtvKjC9aRAh/bsQXdWumlEV0S0UbsLZIk24L5+jZS725WU7+oaQdhZg3fJ63o5PYEzjIKX9FwWUMau//B88snlJWnoafUUpr005uzAWFjJbgZXOz9XGNLD96wIhYXtyTJq2DnNc2zhKIeLOD3vwCmIkXQwLjg6EqOBiJ4OndzfrQBRoMlDbnvVcJOu1xOELuG7GB17/VXiIjRIN6F5HSFo31COS/K6JEs5IedlyB/UmQa2Q7C2dWmVRaARRMoL+FNyh+YAnDl57l75gB3P16Tz2bpV0bU22uK2+Okdzfk3GMZv6fTz3tLp5v29ezWFahyfdcLy8r0961q6+TwbnJa+5aef5WjP8+lNN//cnDTT1ePMFdC2K3mTOMI1DjClk20rMgY48iqQSAAexDFtOxXTNtqMpuRpXGUZf46saUKASPKyivKxqysMa4D4Zb0He3vl008/KR/Tk368S0/dvf3KYtE2S9qz21Az5WjP9FL5c53OgUdn52A3FzwP1/OJ97W11dJb6QMbpUfbcSh+jFI8ercfJX58epJTAt1RtbrWJ7/1HAXvehgN4jV64y5oVhYOkaPK/ZcvX2ZkOCOPIHZ2hlxF6X3vu98tezubwdEFi+6g6mPsaggouz0l8Aa+dtH0+HJULlw7NbVdVvorO6UdFLdaMKwd6YZO4BZ6a5BDS0P74DbcXC1dD9ja3Co7Dx+WBxgguxgtbkt00eFgfTN429mYQCPbu2ahw/3188RcGEyeOmi9qcT9dLp8JG9o3OSEQfWQ7Y2yO3roSLgdM6LHCLCD5jTHtWfDmJbCTKlc9WgzAGyT9p0NcyuyO4zUeYJbBgdHHLsaPODnIUdLf/T9x5/JKDK0wijz/bzLxDJkGB2/KF38ZLa2JkCzIKvXKb2KbDLyO84gSbgMCx6VsRHoaSowkmntZSzcglHpZD/zlDRTlNPbw7PyFgF5DZK39Kw8LUsC1IqTAAoChRQCIAIKvMDHHlJ7z3zpDE9xWKCwCkep6CiCC2GsnGr4cKVxCU8Y4lYJ7pCZWwM3YIiP6VXuLvfKALj2xlUsJ/TG39I7vFzbKD/9Z/+8fPKLf4DF+LDsjyblm8OD8uLstBwghJ9fnGMQHJUvX++X//y3f1t+9buvMq/smQPrg/XMo/egTgd8OuR/vXSVnp7dQw2X61gsi2VArK7Dx5qP9JSzb18a3nQz7La0BBfcXZTV3mLZ3oJhrey7secX0XiXaYR35fB/Z+s/l2PJtgQ9cAEBIDQCWh2tUsurqqq7ySI5NJsxms07zKPkM43Z/BjrP2w2u1g1Vd0lrsh7b8qjoYHQgQACmO9bDs88VaTj+HEP9+17r7302vLIOfTQk3zmcWzcw158zeOcKHAZyYMTDT7IynLBij02cnfSpNgOusp3RM+yCvhzsQ1bAoLIUmOmQZLuIrrcmyBrAT5hU8yNzeQw3zxeuv2SePFuGHTDSSHAgQAJgw4DPJjr24Of2s04GjcXcR/DuVtDwcBPJ+Q3JP0AnpkKsk4VtIM80JHKkx7LxUkeGFL705YWiuk+roNuFD5FOSzaTOrgEOByRRA52nUYnIrqHuXzlTo4radBRlbJDlpp1OHR4+FF/PhmP968PU6F2VpZo56uRAg+cRxuHIPgOA7qUW+uxgR+f3N2Ed++PIgDFJytlhdgBUzEeXcS3TF14uHIqY6O9+A9flyOlJZ67jmuU+WMA2nm6o7qvpRNHOdFYFvS2dNwLwGnSoX3LoplC8lFg/LBycvJdXzTu4hTZHCGsrmS/qLMJbChZCpe8+APkNMQTMGp4gSXUJ7yZzp+45CkzPGyNH7qkNIQl0bVawYU3Je//cbTtO86CSpp03h4X+ZRpvH+3W/Lcr2W96b1MM276cvTw7SW5/uy7PL0XQmX92UeZf7lvWnL+zJNAXOZXudGxa4z4rfSjYu00eFKuaNOgOTI8ewyw2CIaVt9clD1LTwuXWu6JYywTjaYTH69VDehF1wbXmfA7XTTMNedllzPQX+P7z2MJw8fY0SfxWcffRgfPCASJ1hYpDwHtdqimP3a/GlRLnJPjH4M0cvDyRBZ1CGHU0nriHydAYQ9pw66yNZ0OsQJJp1plCNgcjW+i+kguoOzeHP4Oo6OT+PU1f+OTuPF65fx5uBtvH77Jt6+eRFHJ/vweR+HdEJUvxCbO+uxsb4K7GsY/eXY3liJ3c1OtOoiZQK8Q/CkPrSV1OhZXl3MyH6ZSH2h6honF7moVh8npN87j373LHrn3ZgM+8CN3oG21iMjY1s8IY8tajngnT+7X3XAs3dBuris8fJqNFZxAHbuxtaDJ7F970nsPn0vdh5/EKu796O2ulms0YF+TwVKXVwa3lUUIWKAPIyxrQM3MR64mFkqS2BfQBcBC7yQ0T06sTcYRx86D/Hcr3lvu5/TMR0ybGvl6FY/4PMkjJoGy5B9bFlUlZo9qjH5Zwlh1gWY513qwE+ebGdLgBFQabw9fSYSzEyFnozNc/nWjPKdSOJMJgc5LmOo55OMT4XIFQTA+LzLgQwqFoCeqmh4Z4TpXE1XanM1qROiZ+dj21QEKbO0bKrn9KCYFJj0qv3Bmf0vnIqVnjOsTBpBuxVq6ySst4d1ME9hToHU6AgnX3rnb6yPMVhu+7vCuca7tm4U3+RKgniv0elE496d+ODf/yZ++T/8dXR2dmPCl2/OT+P5wUG87Z5i7HFo9NigTPfkOE4wEiAg1vAa727vxebWZqytraXnrOAb8bpMsofjAqxTKiLqXMdwLWFw1SXpdKF87dueszkbZtLVyyVtMaqutDXFO+73YZ4+zDOuxNHBZW5V63z69CbxvnOfAIqzq0dcz2EMREEiUDTwn0a/iC5Ig0G3pcdEDjwDNVluOg6Ja5nKb43qfYbBhaEdpGNeqZiM8PG6HfBYJY27KlbkIZjdMQHCc+0odd1ZcJegQENx4Y6LHfLZay3FBrwm85+QrAu1hgCDzYV8PCRfgx8Qzxt3bQSH5k1mrs7Ia2BGYqjHFfXIait8gpktFyoGoiacA/OYuxxjRM3LGSOiAnzLL5Sp0ytuXC71gIjnvD/MaTru/aDxVTD79nUOrN9S9DG8V9cL0R9f84yIXwEfjaLXdeniyBkIOhpjKmPaPuF5H54YkJGDE6W9fZDO8lBpiJeiKwulxR+YjEWlnWfXdlfJr6R33MsMGB1wNESeDweDOBgQIZHDBN6awmM6nzlFFhxq/CuL5K/cUma2BnCVL3I6Lfn5k884lDX1wL821uU1U9zKYPns3ffv/n73G++V03fP8lBRljLs6TfvllHee5iufPZuGWU5HmXeZZnlUcLlUT732bvpy7K9lg5D+U4wTFv0xZqXZZqOq99xZn7QQfnIVPBVPtfx5jt1qd2eyhw1NUNO+ABFKk2KXeHQvxinlZVO7BCpPnjwIJ49fRaffvxxPH30LD786KP4+MMP472nT+PRg3uxt70Vq6vonhr4g/4LOBS1Zg211iEiJ/IlsndjHwfRuax5k3vXDnAxL1sCDBht0q5U0UsYu0ajGcvtVjRa9RzV7z4ZrnDq+hnLy8uxSgTdIdLfxDi6MFADHdpquIxtI9Zxml0oaG9vK+7cuZP7ENzZ3Y17wPnowcPY3dnEkXH8AlE15RkEXjrYGcMP1vhT70jbgr6iVnyIcmG0pdlI3Ks86+I7tqhOuU4mwzTyfp92oiAr8k4m/HbNDx1uu0iss6+zKR59ncsgQwttZwXHyxVlxd361nps7WznmgcODHbfneQRv5a/tM7Sj++l4cyBP7yTjtWFOnpAHWE3H7aRwGWiseaX+sHTaYOXfO+zhAdQdcQ1/tbP4Ew+K6aBot94Duipwhd55+lMEOO87Fb6f/0vvzAfGA/hkBnfYfR3197PJnyunqWgeNpaAJcCjMYKRcy9CMpYykjB700PQBoZPgEooikUmyOfc+qVShBvqDuegBCUNUyWUPCfcJSHNPKh5ZZHChppTOVz7zJK9h2MkGsQ3AqlhwpNgbLpWYHNb8jupxwxZHMwiJtUbmL4d0HWHtHVdr1FPnyL17z73pPYeP/DaN6/E5sfPIva1galLsZZfxDfvnoZX7/4Ll6dnUQNQVjuNKJ30o1v/ttv4+DFm1hBKHY39mJrYwuBaSbez/GMv/nmm3jzej+9WSu6BO4gHzg0aq5EB1iaKD6XYXXRmRF1uJprUNcmddTi4cFfd/Fox7HewXlZrQZyQ/2q0GgZz3shDs+GGCuMMHm52YddCK5AlTM0QCCqpFD45LaoYtAxxOBVq00IAdNkiwG0uaW3Z8HaMCW4ceCiYwWE3xRFl4N5p4ojjUJzFUtEBwvwSJ3vagtFHhOM7AB+c9ncCU6DTO70TLIBC0BGxN3C69+7mcSvtzrxQWctjiaz+Hp0GT/gfe3jnAxBg6PzndK0CM2r0B5/OmrykMKDMUR+4gp8XZDfNTgAGpwHBIa6LskmCoWtKhj8nJ5p68TViHyuwb/Rpl0O8ALfu25AOqB8v6D3Mu1T9mVsrNTj4e5yPL2zQeSymY6HTaNu/PT2eBDHvUkcnPXih9dv4uj8LCOnGprr7tZq7G3tEL0tU2cXP5qL3nAaZ8NxHOMk9JATZxe4xYhYV1lUoKGtdNc573ocNws3UVPoyQH3M2bg0q6AKvxeB8Q63+uU24vktsIzornJrYyIJnFna5clADKyqDOj1668KM3yFOxA/R1MSu2h7xWv5avivTLpoewWhhA8FcL705GGj4xKXeLhffnco7wvv333G52AK3ioLMvn5ZnO/b85fF7CU+ZTPjN/8/KQ530uPsq8SoejwBEa5p3vzc+z1JWlTjFPn5fpiu+EVU1V5OEKnkpGykjxlO9sEhbB/DMf6EgG/JiHj0jrreyM3Kpn3ZhnpbMarZXl2NndiTt7e7G9u030vJn7E2i4+Srl2+8NbqTVzcwmfnK/cIlsu+2IooHZpeOzxRR+zGXkNXBZ9kLMpqThW6lhC51N1k7Bs8tQA1vFiRBXuTKszd46C3ar8a3uS04jp2IXY1e1c+zMRbaOFWMjxBdGFxnLOf+k1ymyNcCuNbe3t2zfy/O5oyjotPvCbjubve1rz4HP1NVgRQMr7j2kh987Y0FaWS91n62A0sxuD/dKadTrOBw4Pjg7Dpy0DsJRGGXyyewKpzgdY34pBR7ZVYaT7eDeGXpj0C0WcRsN+9E9PoouQW6P02ufYHFCkGZXrOPAQIGUyfyH4KXb70V3iJ4gqOjaUkBlcyVQ9KtjMig0Dz6PKeyejgAg+hsEgUudAPQ4P6UrP9Fx4IuHDXC4im2qEvXkDJAvnu1+lcyaX/98yKTlUTKxR8nYXlMY+MstablPZiKfHHCVjIcCkLEhqArTwX59GOC8RwR0NsAwDTH+o+wbn1Ax52W6MUvSTWbPiv4Mhw8L4Xr32TsHjym9IHx+Xwibhi1f39YhYfadf1yNrooi/Z86wixu9LOMUdsAnhW0oQM7pjDL0uZa3P3k43jy7/4q9j79OFYePsAxaBHFX+eI1TfHx0Rtl9ns41SWFl6wS03aLzbpj2J9eSXu3bmb/XF6qa4J7fK3fRyIMcrepW+lpOuHS2mNjCPMa3MIGfAIpeMB7J+OOdfJ5rwGZ7IidbGf2+WDHQcwJlQ+PprE0fFljC4URNNr2DmlDXUEm4pb4kD8iSO7RGxGUxG4p71TBjXk9t2Je6NoIz9PBaAQYGktb0hxMgI8aeEUoWIQEziGw20JcHCSjVpLGmh+V901kOo6JdD1frMv2++4d8obgKRCrPNdB6W4jbCvoOCGCMTb0TSOUU4Dystup5upZj2qfN8m/zUYfqdNhIRH5Hz5a1erRHjtJ3V76oy6gD1nJ4DXbDf3xOipfGyNWMLINZbmoolRzJYL3RLeu/pfoQgwAsCiUszIfzSJU4x8f0yUTyQ/olqT6XxAljg5n2ZXUhfjftwdR+/S7jB462Yx03ZJfMa7bv8yr32ctv5YuUFpojCLgYEaDnmDMsExlS7gV1GB+gWNM3R0Oe4LjbpsU4GGKL4xeBzfgP1aMy5Q2GPqbxyi05EKH1xIuWz2tf5pdQolWSpY/9Ph17jYry1PGOnKA57lIQylnnj3LI9333uU35fP/u270rh7/bdp3j195unxb9N5lPrMq/rE67s67d00nmW55X2Ztkzv6TOP8r2Hz03zc96Wx73puYf5eE7e4M/3CUvKjvrY97d1gtfIBGNLHjx2YJ07j66vr2ek/Cl66JPPPokvv/giPvnw47hPBG1rgGNUNGptIvNabSnq0Nv+6AbGuoHOahm1E5TUicir5FfNbWZtYYIf4HO1ps6GzdJAUcgM9dMwa6hzDXqeqZMETDm/wrhPriZp4B0/YJ891eS1cnKTjomDZW0haCGXtjC4o6VwFWMQqD71hK3SoNrMr4Nia+KCXXbgqipP4qj6PvUQ+aae4bd4y/FHZKQzVdKupIlXn/le3OoYqYe1W47lGY5H6M1R5CZW6fCABd5Zx1QNSUd1XWEtPIvuW2imvky5hK7qWHEFXhs4assra1FzB8R60UVhoOvS7G5sVJ23Sxd8EnjpRNnSYhnO9x9iG1P2qYtBtWNEcjG91ELYAgCgdOhVNPkLj/pbHGbrU7JzAWv+lBept8vQu4qp7yqfPdnOFQPLszxK5vVj70vRNo3M+u5R8LOxEooYl0RDbl88xYGguWIA1WAcp91+HJ+4kcSI6F/D77SKsnLmrQdJSYlsBUsv8WeYLLeAUwEljc/4Lw0/z94V6IKFi0MnoHzuqXErkMPB1VqWDgMJiECvnUEebYzuykIVZ4Cog/qNFqnPciumniurcQFDn8OgXZjmz999Hy9evuZ+mNtlul+2o28d8d/DOdh/+SbXEri3s5dNXa55rXQMSe/Al/OT85zykqtNwVQqcpWB7puEWwSv9WRoGR7iX2PUYR6nuOEy8Bx6gQNxTvJMY3/0eKKDtkI+Ld4vZHOvzVoUnU6AAp1KnFOhFVfS0lG/JsouInHFVUWSaDMNZeX62VyLfsmCKYWV3Ljjz/x4Sg6J51SCcw5ocSyA54R3E13E/H2jgb50EJseNc9QABpb4cS+45hdhzHyFkprE9xOeH6Aw+VmTiNoaj/ewjUKEoWwjCNxt9WM++1mPNpcjsfb6zgDbSJheEEcA0/uPgmN5dFUJTiqwu4uhGAdJOKlQ4tF3rZRUi4OVQfVS3ZT4Onf4ARID1tqFCwVifhyUCGf5k5eA5wxpz73h7M4H0zjHCdYY3901o9zDP4ElwVNAR1tYXB64yxbxYYo0x7vh6T1mb1EuSAIGLObQZnkloP6AKMcr3OmPOTGNNTzSqVUVSkpL5VwpLbjTFxStNJoxly1nl1YhYxTB25U+tJX/PB/KorCASgMbz6VwSw8aYq8U07Ko/zize2ReiO/KdJ5+DujRa7m6XOv5fnuN+++L5+XOqB8Vh7le8+yrFIflIfPy99e39Vjviu/Lc93yy1/e5TPfZb65J2rZ3mYrizHqNKi+Qx8kc9teq8ZCVsv8K2+09gXVCEtSeROXXj5TLkw8rZp3z383dXvc84H9+7GxgZBB0bVEfLpsN3mq+E0n6Qrp7Jv2Rpdo34HrNlsrcPgnv3Sx5YxIbhWthxYRyRuBC3I8noaK/iiikE34LF52ecmUJdYL7sn7ZZ0cJ5TfW1RUj/IOjqY7oti+S5la/nV2lw6CBpldZJ8peVFwySsZu9W5PPItk66eaTuEkM6K0biiUfypxi7ps1PvnyXTp4e6lpxU7eLAz2bzhnPHbyuIzAejgjOeqkXkvZlHsBvHhre7OamwLRBSSlL9xSG4h2QpNGvcC7VG1FzWWScA2dbOF7KFWh17GwRHxL9Gxi6id4VzHI+IlAYgkPlP3WsrdgafbuDKRV47M60ATbhobSEkXceuV6CGLx1EPiZMwOsKxzCE5yAL9/b++rdZi6Z+13h8MOMDlAcKnaSgACVDgX4nKQObtBLdFS5S7w6MEslaKtFtz+Mg+PTODzpUhkiXZt/iC4dCyDCVGwq+aSL19RitwVr1PJdcXpY/k9npiGP23f5Xb4rGKPwhnzoY19IGEqFONY58731FvPUqMlU1M9lVlv8bsGINjPNGrWYR8gW7u7GEAP+fDKK704O44ej/fjDN3+KH398jqMzSCVrV8Pp6Um8eP48vv6X38Y3v/9jjM/7RK+t2FzdSOLrKU8uRtHtduPo4DAO3+5nE1D2uQs/Rr+gBwzEHyyUzdEixsEettXe2Dd9w1UcSjLIYVqb7B10iZnmvoVgbwCTgy8xXmRvX69NfU0jAepSwbmRfvYXa8i0BjKO6+LPVxF06u4odpfIVUBkH9BEsluHQ6Oq2dRY8E7hTNLk/3IfeWWeNlu5+M8FzD/F0Rlj5Dntb8eoauTdG7KGMXcmQBVhd9od//gGg4yz0IBrNnBGtnAC5KVDPGUXWrqU2flm4WIYK3y3jbf9fmc17uGorc0Xv59ub8XuykpMUWhuS+o2w5fQwsVAsjXA5v1UDAs5yl8h8VSpNqhbTW8dHC/egEfgyNpJC/EBPp2C6chb1ycHeSm4E54Nxy5CNOKcRBen5bw/ziZ+u8IcXJjjO5IXwQ/nNd9eQn/vbUEzorEFIOXFwZkwvoakaL3zVD4KeBR+8T9zq8A6DuyWm7HAvzjcbqWqIXGhKY3EPM/ddCTpDZwLwJBmzoyok3lnVJbyASZ4VJQJrsFXyn/Ki/T918Y9c/D97fVn+S2Macpo8neZf/Hs3XSe5X2ZZ/n8J/m9PX1mXl7ffe7p4fXd91493oWxfFfel2cJm0eZX5nWw/Tvflc6H/4udakGqjCcNkMXrWO50xyGVf2qESzWx4AefJPNyuTlQj650yfPdNiddvf+s6fx7//dX8Xnn3+Wzf+dlU4aSQ3tJUGJ5tuxOAWtkCVAF3z5wq2ivadIvnFwsLqfe+pYOHwLaaw07Pb/22VpxJ9140/94HifNOYcwpzjySxJ55L7NOhO1+UbdUOewCbf2Ryfs8aQUaNl1x9IJxMgHJxri6tN/uZRw3GS7zyFzTFHXNKQiT/L1sALWeLZfzrAqceAkfJL2pVXT+HyKOkkjq13rptAnYuBwzgJ0MYFkdwm/BJHxnr4wponzHyTQRR5w2ngW7xQBnlavvlrU4qgC81o9G2LTLURS+gjBxo3W8vRwiHXxhgQnhAwDi8oD1rZKedS6C5Wpl1xLEE6AdTTVnNNZbEmAbgHKIoECtLxO/mP9471sM6pp/gtnuWHAlnSDP741Yf3vvKRh4k9BN4zkQfCnIrgGxHvoRPgdAWRn0tGoqiM8nILRRMArM2jfTzI0/NBnKIAR0Q2ObJyHgP1jgMgwJqM7ELw9G9Oj04hstSCcO+eWRtP7q2sa98niyYBfEflVeIyrt/cPve3hMpBZxRsk6rlpfHPHGGOTO+AtbnowIi5QZCMjQNQv38nag/uRf3eXixsrESfdOdT15wn+q/Vc5WrRruRa11//ac/x9e/+0O8/PP30cUJWgSeq9Eklx222f8cYr969QpH4YfYf/M2ejgANi/bhOSglOyHw5hoXGzeamDwWzCQEGff9g1e4bVCDAOSd9E0DCa52iyfO+PZUoCTAP9GHaO5TER8Ha6BP4nlTis+eO9ZvP/BM4R+Lgb9biqk3NsBOi9RlgxkfioOgIrZZdFyIJEL6oM9dZaeOU5HMjt3qch8x/Oi2bNgTfuu5xZgY5v3rkYxN+nH3MUgFi7H0eKLFQRjU4EgfQuYlhVMawU+UJukmIa9+FtEtNutdriK1xlhdn96GQMN203RArCMQ7FD5H4PmrTBaRMatXAWOtC/TfSrQTzu9uJkPIyp9XGaEme2YKFlinUlMPbQHwbAKMOjOC02x18T2dif6rKdM3hZQcVtgOEwtNT/2mZ3rvL4HPcuClRMKZxPZ0OD76IiuZAINC7aSW65TzzhWOlMaY5VJEaGhaNMuvTgUCb8lpdz/AaODzGXbGsWCLV9tfBwlbTthVjb28nm4MvhIGooFhe5sv5GZWTJ90DPxy5KNQ98NZUbOFDG86AsZTvntZNGxOTIdfCmElQ/qKCFp5Q3FW75O7N455nXUrekweG39++mL+997qmMl0epuD381sM05eG78rvyudcy73efpaJ8p8wy37Ls8loeVxiBsvwy7f/V8e47vy8MvzLidN0xKJxlU34D/rK1TNnIWVTwcO5FAZ6NkjVmafB4pirc3dmJX3z5ZfzFr3+N8b+jtooJRrWH7PZ653FBUGE+RevefI701+HQ+KvDczva2zrkmfXAYKLDYbPCM7Ag6wz/il+XmXV53kazSSBQI29nvbihVz/zV1fKD/JerpoJ/5iHZWqtTG8eRvWOP7jIVgH1PTJAfXPKMLxYfAvdSSf/6QwkH/O8jNJtoTVI0+jqACAonNJbPcVvKmErWS6+g46yjJLvpEFJS79XF/ES55dyBd+63x4aeB0CnTa3epd2bkcu/+da/ugv8WlZpnGWhuMJzNNZFuIjnSMy1qFxjMQSukC5FU9yh12PipNw2TXiaorZvVI31LmJEe+t03DkTqcXOX3Z2XJ2BRowJLzU27FTOVBRcU36WQPomvSg3kvykTjmGW/EgOpcTV3wN/flmIBSKEoG9reM4mG/SeF5m6ZgoKQBSHRUpc3BNn1MLnAWFoumFQc1vHl7lFNBnMZg08w1UU82U0M4wMIjJC8tiqD5D+hUOJat0bapReLn79szE96exSwB/gHfu+msg9esF39piN45fFd65RLGukkUFagI86sadbNpzYUeFomY5xHApXu7MdvZjOky8Wqz7hBLjGud6H6NSHEhRr1+PP/x+/in3/5zfPfb38bw6DQWpnNRnRFFkp9N/g4KefXyeXzz7Z/jYP8tEelZCrJbVyowoCcWrvEehW9eowSjo60d4NGGoDKoDpSL2kzBkSN7bfq9TnOkeoEW3CUXJHrst6vH+++/F5988XFs7HZgtkru5PXxJzz78lOci3qcdU9hJuqvgweNnQOs81Org40apoq8nFFQIy/bn+apE6yPpIlv8I+2SnpRojxSCKswgE+E0SlQl9eT3G1xmTQa587lJFYwrmuk2SCp0zEb1NPWgHUUwrYjiBecrkbedsWoFDF4jgm4gwc9h1OiYEQOXqzhIMyidXMRHWjYmUa0UFZrCMUeBnGZ/CsI0xx0XsKA2w/uMiL11lrs3nkYe9C3s9qOtZWVXCBFJbCwSI7AMQROR/+PUWKuDe5qZFdzS3EFT4/hHYUWRgFBroNAQfM1ZAD3BbzITY7T0LO/Ic2E9Aqua4/DwIUczSHB8rvMCc9mffntVCfnTRtB2DqgA10Fp9KiaFnhJD/YOfGv0lH7zbjcNIlScPqW91ZjdbWVrSpVFFgDcZsBv7zuNq6/+vUv43/667+O9x4+iOHZSXRPDuE7B4hRF+RGjsopiJXroumX54UTQpmUl/OflTOAKA2kcveugU5ZJK2y6LvyME35TXlVJksdVB5+U+qon04Rd5us/OYKZZ1lZRlei7RlOR7vBhYe5bXM33z+r06/L2F897e6o2yVKJ+Vz82vzNPI2Km0K53l+PVf/Dr+n//L/yP++j/8VTx5dD/WOm1oitzivKahg8dtfZoSRKFgY2N9Iz7/5LP4za9/E08fP4lms4Xe6Mb+wX5uh21r4VLuZKnhAheWj6HSOQdzt7gSJpw/4c8aF+hzvJH8ld0C0Egq5T+eZ+sEuOUHz11boIa/XE9jZX+2Bti6Te0e80sdX8p0rftiITD4k0KueCav6iB0CD6kx5i62c3gNFybvjOwTOMKzPC6y5bPE1TaXF60EsCDwCS10ohjdDNgMsJGTlJPc0pHdYJ0zlaBdGYLGntIj9T9nB7ZmkAdXAeknAVX8kLmRT0UUvUeuQErQRRBh10Fbpg0xUgn39kej3xZlAOBc6yB8Pm52ON1Dljnmi0/S/XEuY4+r6NSr8bq9las72zHAnh2ELUB9mAwiq7bpKKPDDZcURcUKZXoERw7mwvJlFy4SDgzK2TM4R05oFObyyktxITTor1KIwOJypfv3/kqozsOK5OV5hBJ6b3dMnguKEMuItffMkcaXhRdIlZBo1JT3rnpyenJGd7iMPv80xOhWI1F4lTECwCQJA74PrHEc5Wboytl2py3n9D8n49S6NIRIZFZFDUr3iXMPCzTeUpUGdDT+6KPq0ij4HApbCdALQFLEyGo4m0uYhi2njyIO599Fnc/+zg6u1tEfBCCD+w/1rBo8L//+o/xh3/5fRy8eh3XLooB0aqud0AEqZ6Hh2IykfHBsyxFHdPYa0CTjNQfIQbxEENmDgjNG3A4zzdVlLPCjjWJkR68Bpi0fiuDuhiO8Nu0rWBopCtGqDCOzVD3Hu7Fg0c7sdwhQm43YnPTNbg3ER7yGwyzqc5tnrO5Emhc7Wp5ZSnapLc/+eYSuBBKMELe1BtDqKApnEhq1idbWYBBOtpXnU2Q5OVDo55V6rqLA7Vda2S0frdej3vNdqzC5PN8O+n3YoWIY61ZjWWeOXhvqrFFUsazCxyk69iqLcQ9+/d1ENzxpo5iwZNuoaA2Ww3KiKhB2ya4M98V8qpohMl/CXy4feg1Snmu3iFhKxZrbTzxVi6kcgnPUhDpNXYoIwQuIx6E0q4J+1mt0wy6X4NjW2Vmdsqh4GzJuvYewUOtFooFdOj8Io0xkV781rAmxUWMDzJRwaPZPM8LNy1SuSsDIAGWQOlxa38/0oO8wR8onakRPX8mU8idelZrNmLt/nZ0Hm9Ha60Z6yutaPBufjiMhTF1JBqbUO7e3Z34d//df4h//1d/GWuryzE+68Z4MMApJcqbjRNKnRhKgk/nMuLROeRxITP8CWtGr9zbFaKT6uF7j0KhcuVPuK1y8b9ySQ7mAyxX6J7yXn7N3PP3rZzzSUZ48JBfm968i/xV+MpvIfN5cC9CCvku4PDQUBWOgPdAkqf35fv8/6d7y/QoYSmP8r643spA+RtYpJ16pii/qIML9PzFX/wm/uf/6X+OJxjzD589jA/few/D/ih2d7czYrZ/XN5w1L8D+5zyt729G48fPYqNrfU0muPxMNOsrd9Ou9tcj5W15Vw/38i17kZmBjDQ40qeRp4HyPeFLQ38qYqADD1bGGarm5E7dLZ7wBZABwMDOIFBITcmckU9EIKNWaCc0kGQXjb3U2d+GgCWTqF/DlYt+cP1PuxOyO429Z40UclBc/vEnTUg+jKw1BmAVh46kDo3wmDrhZ9osxQ19bYtnos47NksT57qP9Oqb3KcE2k8hMnWyqJ5nnRp+J0FZJrbmQfAbzqP5EmuOSZJOU1+MsqX75B/cHVtUIBM5QJhwG2rXCYFdK/iRfprSzPo5Nt0ELMExyU4bsKp3fA1eKmhw5o4hYsEmK5AOB5dxMl5sYne9BJ7DEC50BB5atjV+z9l5iF8zgF0PR1euHiSrS0ZOJAOMPKauiLvSf/po81iTIDf3zKtlEhkoYhyFTeiIBk6+zwSARadXyQhFlHUVxitGxjHUelng3Ecu7sT382jdI1icuEfwMptawHAAK5odv3XgqtTwYW0vKGs2zc/HaWwJ2J5b+IkEnm8qwg8y9/vfuO97yRw6RA4jSUZKF0kvqXOPq8iVIvLy7Hx8G5sPHscdz58GneePYmWnrtCT/2uMPazs3G8+OM38fU//TZOXu7HzRSko7SXcACq4EXjISFmcxewCFExxnwR4tSAZwFCVinWzXGM6pxnn/1f1FXciwnlU4a1/6yOwdZAXIz0nufiUofBupLS22RQTJAMYrNUFeFwINjYOe8LV3H3/p249+BOLBMdNlvuw43BcEDRcitnKRweHhXRBXkqiIvVuXj4dCcX7BgNzooNPlwsaIZCkDoIuJGjO9ddExHYvOgMAKBPXDt1xwWecl7vZBib3O82a3GvvhhPKPsJyu6e63ZX8IzJzjmzbUcMo2SqzkawrjDL8Wwaveks+Cx2a8143FxNgzbCS15da8d7z+7F492NeLy5Eu+5SxicPjo9S0dusSJ/I+QKOHzl6Nu1zd3ooDxdn+LNyxfRPziK6+5RrFDnNWjToC6VSQ+jeI4iuSASWED4ML7Jm+LnGlosJW2tJ9TJBXdUDsUAwYLPfjJS0B//J4VRw+kiO7Z2+W22aCGVM3CjQ6gyMDLiM37bIsFvW82St+HL3A4UZ/u6jwOE4qygyAInJcd2VHk2H9uP7sa9Tx7HDICrZNQB1iXy0Mlx4SLHQ6ze2YvHH30cuziDS0Shi5d9HKFh7B++JuKYIhdNsIWzTO0QS+oOZ1G/BQGjROE2ukn+pApZDfAinowGhVfGFB+pEOUJIiZRkBEQ/8gZ2ZBXlE1UKHxbdHOAm/yer7j+1MTLfypB80uZ5aos+20OPFW/iG/LQpb8rsivKC+7V36CXZjVDSpm8uCBRRqJFk6DaS2bfPOd33Gm8dCgcd5+Y1r1qNepcqzBsCzz56npP/74w/jv//qv4/330CE4ag5aW+aqoXejnPt7d3LJ3fW1lXj04H48efZe3N3bSweh1WkmTI7vcGne9a01jP92rG9vxPLySrY05JQ2TvX4CIfPTXp6Q/Rwf5TjlWx+z2ZsaGPXX+7HIm5t4k46FjiyVVe6+Fv8Wuf0WKlTrmKXlFQXNcIt0p1ObN1z2VxoIY/YnO8xc2AMPOGhTbnid+puhT0P5VF8O7tsFoPeIIbuCkh+GuZsVdRQQdOcPYDzYAtlMYCafHBi7MdfVF8QQTsNN1dS5MyBjzrL1g0YsgULGdE50oGRJdJhAV7tWvKYtAO+lF1ODTdKOelYBr5erUt2i/GtHO3AyWzdsMsXxyINNDw8r9MMFxnV6xTJmzbz68TbPU6GYhon6CodgjrBzcpqJ5bbK7miosHXCMfP1oCR/brk4XRs4aFyWYeUKNneemg7zJc0PrY1OVvihVtdjAKyzmpvWwmy6/kvPrxXdAdIGBJ6gjUyBGSEyCi2yKwYWGZpToXIdYwpbEKEOldp5LKmLovaS4AHcaYXo+fHM4XKtCLGKF8PyvxBY0FI/0QowlgiKsuxYty9eyRDcghzOi9cSwNfHqXi9Sif+8zTw3fvElpCFE01BTKhcCziADQRyA6Kcv3pg1h7eD86CN4CkXg2CQ0n0T89j7NXh/H62x/ix6+/jYPXh85cKZpPiZoXyW8BhqggfO6BX8GwqFJrENC93Neo4BpKfZ1Ir01N6xRfB5ylHGiJ0oWobkaTg3GAs46zVUPwVC6X2ZogQ2GcVIbpOMgAEva2KvM6N8TteJWwWIwvhrGKMX/vw/dihev4Cu+VxCoghcUdwY4O3sawpzEolJ0+/Na9lbj3aDka7VlO/+kPnf4D3hHam5tpjqAHmwmzeypcEz5rBOfneA7PuGd+BUNan7+MtaXrWL25iM2radyjBhsA2uRbZ0641OgaOK/wjTMhiIt4U4vB1RxOwCyGOEEN6r8Jvu5S1wblrzYW4sn99Xh6bxXnYiE6CJJdAGsow/7ZWZyen2JELlAOlZxWtaQlhv9aOEEdhG066ceb77+NGQ7AnU41fn1/Mz7abMdmDQfoGgdv2kUo27Hz6AGKdRLT8SAaizgqyHbb1g6E3k07rirVWKgtQwcEkfxzWWzSoGLha60kvKpCk/evVSwqBxVIIU/Jxz6BDoWjjQLiz9W9bFWAkhj+pZzmdwMeR1fHsbw3F3tPwVfTBYn6KKxqVOoLMZz244b6ruxtZlTh3P8pNJ31x1G9rqBsbqKHEajd3Yvm3gYKYxJzo7OoXY5Q7Dfx9vQoTnpEm3P1mMO45EqMnLVKDUdBB5bqlAYOoLM/Vj4E9z6/BB85ViiVFWWjsDN6SX5xwJXvbP61Cb806qY1MtKQYtg1SGDEq2kpJL/VpKqs1REadL/N74UDTHkjL4LE4pvbe+XCiNIgxGfqguxyEd/qHpU6DOxp+sIgcOq83+bPx7dwFvomn2Ve0JFv1GU5Wly6c17pnKisSdhZbseXX34Rv/ziMwzhVVxcDaPuRj1A46p1Rpru9e4+/Surq/Ho4YN4dP9eRv9ra50cPLaKs3CPZzrxW7s7uZlOp4MzDI2MuB1vMJqMEt/o9lyIR4fBRWtc39/FdtSvrhOQtMGBtxvUaL90gKgeJ2YJh1t9ndNm+SZbLNE/GhqQlDgwylYHZJcV79XfzmHPsUXoJ6lla6LN7+noyTvIsDjUIfFIOwOpeMsPnQxoRZqLC1c3dQ0DeQlHl7T2uxf7mWDYxSuHRrq4N290rkvzZteIYwqAh7LmcDJMoY6X9upKHT8IlwP08hm8YBqd2MJhhJtu5dBDHs8Ai7p7yn/iIINFnBD5ya5CF3xzKvwAp2AwGuQYCPknu9GAr2jJkkflFUrO+ldyBoXLhUsDN3CrSzucuxWC0BrOwAS7enB8Bo3TJc8z5Y/cdH6BDC3ht9pySoAB/Mt1XaiYaa3bAu90CLJW/JfjF375wb2vBCT5mUPgFB6NrUwsVColvbvS6Gp80oOkoBkcb+VkquOz8zh0G8n+IGcJZB5kV3hyKEejAJSgfCQSNfymSUTwOyHz4lUwoJO37x4KX2nM8/6WGO8aeE/z9Vn5O/N/571nOgheJbpwcF8QuGCc9Mp2t2L3oRtH7EQbIbR1ooeCPCJyfP7D8/j+T9/Gj3/6Lt6+ehOXI6NgiA3U2VcL01UQtCb4XEMJrZH/CjhbhSgbpNvQAfBKWR20xgqMsowSamHk5hAiW2Bw+/BJMAbAVQfPDRS9TWEugesc0WuJzDu7BWQEioA+4kPvWsaDQflOuklPo0gVyQbR3wVKX3o3q028eKKGbj9OT065DhE+m9lQUhiopdZ87DxcidZmLW6W8PhnwxiO+uSPHCnUlOuSs9dL4F3DKI2BQgdoCRw00vFxtP8k1irXsY13vEq6VZi3hc6tI5SuXCbeFfgWHv2qS3MC+yWG5xw8nUCfc+q8gDJZA7/3l+rR4ZuG04owfC4B2t9/G9e9biyDhDs4Oc26S09fRqNRjeVGi7Q4UeAi196nbB06W0NGGFD8h3h/dzU+g947KIYGdasv4bI52HBzNbZ2tmLQPYnB8ZuoYYRdd8BtpHP7TpTlGGa1VcwIJFvKgDe7A6QGeTmVJ8cFSB/OjG5VejzIbgfoL/8RZ6cQL83VMN6OM7BVgAyIYGwpQCXiAJxj3G9i9/EKDtpaGujuWRdS4fBhEFREIyL7xiY0W27lktTX54O4Ou7GjU2XOrAYntW7u/HwvWdBNfEDRnm6QuQAPLuN98JiPdbAR3t9BTzOcOIw9BcYmSmKDVmaotBsxjTivtLw6wRoYDQs3BddbBqS26Z+jSo4KKI8lS34MI1GJ38jd6aDvtmVZHrS5uCxTAPP40CU0ZoKFQSlDvAv8+AvR6MjNyq+n8rIe/NWe5WHJXHcll8ekKWAl1Mdkq1+pEwjQFkaeu89fK9SVQel0dEAahjhMyqbsLpy3sOHD3EAPk8nPJvBed2s15FtolLKk5eyKwQ4mq1mria6sWGU30rnz/75TX7fcSogTrsj95c7nWwt7HbPowvfi+davRa7d+7E48ePYxtHwTQttzynLNfpzymAlKXxVI941ZB572BX79MhUn9wpWr5zPqKD+fPezrSX2cCFGa0q+E2OpYXCzoVAxJLHa4D5pmDAskno1n+hDn1MfloB3LfAZz1Qj/rDF7FZOxyxHZryGuUCT1c0CcdgJIXeDeF5zRqLpOcToA6CZxm1M5ZtNqQqXTnXS5mBExQjzyBMl95X9BVuLMMaFLyrIc8UL4338Qhv3ORI35Lx3QWOYVbfFnPrCvp1OU6jpYn3xYtlLALdbWVZim7hZZSx1MYeS4h07N4e3gYp2fDDMx0Mq1KwcH8f2vDSZ3fFC0oVovaUe/cQVC24z/5VacnNTeZVL58evcrcysAz1ylYnpuLtTgYLXc1EElJxIAPj1oDMwlCmtMxdxp7aTbizcHx0ReXbxRvDyZRgUGIAJqM3dRuL8FqBAoEVUAS7nvHqa7ZaB3D7//KS0/JKYP/Mt/3L8rwOXV5yInPyUPapvl571GK+tYlKeCW2o1YufZg3j2xadx54P3Ynl9LY3tOcr2BAfgcH8/Xv34IvZf7Mfx6+MY9y5QtggW8Dg7y1XqCFIx6BE7CPq9hTrnUuzAMBvgcBtYtki7RVjlXu9tCt8g3RaCuttsxQpGTgNqd0FO7aKaDd63a83c2lOl6+54Mx0w6mcYbj0LvPEfsC4SnRYj0x1XghLAGLowyA6K3Q08rtxti3IVwD70c3/v7tkgt/ScjozkMUK8m82NY3lniaizE+29pbheGBHJdOERN8BAycMWM8q3tcHugVyil2h+iavR8sqiC/1gVCYDjD+ROnjpYDxW5mfRQfEsY6ybKK8cHHQ5ifZiLdrwHf5zdGGg/YtZHFzcxPlwmk7AFkKxh6dcuR6BhwGRFPD2z+Om3486HnVlMoQGV7G8ivIj2jK6cmUx1x9Q4S7iiIyJ6KekW23WYqU6H+v1SjzgXMXjjtPTmOFUqFgGl9OYa4JHLOXBm1cxPj8GNvJGSF1oxUVVRjg7Lu17Ab1SIULXrAv1T/5WZpLtCl6Vr2FG7gv+TSPGqaPtQCiVglH9DbSFCtAYtMJUkxuM78IkamtXcf/9ldi4R6Rehw8w+EMc71xyG5xZ1jwOztadXRwfFB3O5JzLEp/147I3iBFO3tlgFNWN1Xj68cfAcx1nx4dxCU5Uc0AcQ3DtlqmffPllfPT5xzgE1AtaDDA4g0HPoSE5fkFjW4zI1iCg1LmmrHGUV2vu/a2opgKUV42yStn0ms2t+bx45tc/ZcHVJ/KrkWDZDJsyfJtGXKchVWGrz0jrmc/5K5q3C+XsWX5jWhKSojhU72Vg8hN8lKlhF+Z0BhIG3vlbxS8Mwoagmi6NAhV2au1DnO5f/eKX8ejxw0yjDGqYbLZ2sGUu2EM66e9sD5u2tza3MOJuv9vCcccJ4L3jBDqddhp2i3Ng3cHBQW7nawuGMwbuP3iQ3xpFurOfuHAKtzy4hIOYawEgOzoENp0bFGh4l8g/xxFp0KQD8Hmop4XZ8QS5kA7RqvceprNLw+Z1o/AFu95weHKpcL53doOGW8dPPGncpJfOsnhP45jwadZsgDWfggesX+JdplHHGGFTvkZVeBo4Ck7ZNaEtpukETNx6HOeespN/yMcoXfqYp7zAx3m1W82p2hkVZ8Cks81zqJ/RvzDyO7/jqyvy9xTuf8UXXD0Tb/y2xaScWeBz0wuz3QVerVc6Mrd5i5eitgFei2mI8rk8tMh7bbKzoJxNdHh8HvvHxzgE8DhAFfzqt+ZV8Kun7KwDxm3yhTxAVmnwuSQNtFH+Nv/KL57t5RTBbAK5RVAeKSMkgFETGRKVEEY0wS1EP0QfGIvD0/M4OOrGIRGkI6izKUqJIH32eVCgLQb2Gds3zMuMhASqOCQI/wsQp00bVkwl6gt/l+88rKSIzd+ZD/+ZhkvigzOb9j1uyxDR3hdI8sFteVTytrZcCziEyyhtoVmPOx8+i90nD2J1bwfBaaWxHKNAuyfnRMucGMyzo9M428cAEZbPQZwqZdnI17Jp2znqRHA7MNw9HIQtcNJZmCP6ncc4XkeDDJsYyYbRNoakioFzSceVpVqsN9vRqTeJYBsQC7hQti4927RLACBhg7hA+bqIkZtKQCBKBfjEi8Tm97zrCOBl8i4X/wH/1cZi7FKfra217O+36dbdCY0k+/1hDPrj6J0T6ePUXPst9VqoAufGXKzeI0Jew9Nu3SCANzgKwxj1xtDUliCRWAyg03QtogCs3/LSHEZ9lk3rVZfUBYbluVksQ98NlFIHQbQ+9jPbVKhgOkBw/mouzi6u4jWR6/PhRbzh/uKSSAFkrFOXHaKbCk7IxaRHVIGRk2YIS43qN1IpoDSuxuDHlhTja5uzneuvQwW1gc/9Cm6ou3DWUL5VeHdpNI2rHvUCL8ejUZzKJ53l6GPQX7x6E/M4CatIUAu5cEbHCEXWx1GY4nClI2S0oTOQkkih8FU2MUsWMKOA++ddGjDy0KtPIYUPTJhyg3M0A/YpfGIH3s0cEdENhtsWgCeN2HvYiKWVyxjPujFAOaaSGaNwXUOU+iziVO09uJ/rud8gpwvgcGEETeHfMfdnk3EuGbx1/74sAt1Po9OqZ5+0ond0eII8LMVnv/gyPv7FZ8A3n5vJnB0f5V7yaLzEu4fV8DQiUvFm5FUaQ3kz5UrFprItFFwqTg0pZxGNetV4cpK37/PU+PoOpeoAVr+379cZHmasDBcwiDefKON+X+CyeFlcPIxSM5jhO/VCoQcK2ZcW6Yhxzd/8l3qGM5W118yTlz6mzMwDemUTNflq6DSIrgNiNOeAvs8/+zQ+/PCDWF1bKXgRndBoOHgPQ6zRIH3CgRBNcJTdAtdv2yuOGyj6+sWDhFEPazScU35weIAe6iU+Nzc3Y2tjE0ehnYZenpONjMgdHKhRyMN6gFdbAxaBVTppsJIP1SfIQDFivzDgOpaOEcqVTalTRtbg3sVu3KW0GGlPWSKMPDLf2yZ70ZRrxiBrHo5VSPxQnyJ5QSvpoYHU0Mu7OtGpB6CFuq8wqOAIyydMxeBl7YPBDc6T+VEnaS/81lmayjO2fFjfpCNHtgZxb+uqzkuOMeDP1lJl0vKz2yDtIemBP2f5cE0ayQPAXDoWHukE3r6TPuZZvk+8cJQtCdmSgrOi81OmsY4ewl04AZFjPJQF8+uPxsj4BAfgNF4f7OOM2SVQHIkXYRT0W3wWZRZwKgcGuT85rqazvv4PvBZW+cX7d78qBqCJNpm8qGAxRxN1TkIH87hCUfb7cR0AhNuh7uOZnJxhMCYoIxSwudgkZp+LHJiAYiCMdmTIXM5UvN0WbpkeJbA+TGQWL386fJ+tDzwuieC9hBc+sVia8xRMvzct93ncZpff8yyJZXp+F4Qq3ic8OinoiM7OVnxMFPTwvffj7qMHudPT6KQXg8OzuIQofmcLSZ/6u/a/KLQLoIUAuNxwB4W1VVuMO1y3weMG7m8DRa4tdoC/rd/Y4FyUCB80pwal8wBzOhzLNd5XG81YQ6hbMLmtAjcIpgu6tBU60kxgmikMUHHkPt+lkwaerLVTB7UexcJBhWFwqLvb2+7sbcTG1gqKaDH7rvo4AIeHx3jS03QATnHqxtDYvuuq09LwJS4r41hcuY7WmguIVFA2OCRE8DcpdAVTh4v+YOBtCXCcQIuiV6lkc+GS+kyjSQTewQlwpHoLHlsGxjqCWEzRwdNGECcIN74UxnsxDsny+cUsvsN4HeEU6EzaurCJgryzApZwKoaTEcZxLqf8yQoOPHIw3SKRtE2JzlZxZobb5+YMl6tpOj4KpK0WU4yh8M7ZzOzWg+ghW7C66K03CGwXYaxhKM95/933z3MnyVVkQ4fCqM31LyaExUPoewkNbEbVwXC2jNuGOmhKRrNJTqUjLYp1KRAEeUj+g/eLhVNQHvyG0kRLCDrO02wJZ6UCUPOTmFsax8ruYjz8eDWWN2cxmB1S9ylRYjEgav4SpeGpiFNuq9WIc5zUk+ev4gZ5bYK/hekshjh6A2R6ChxLq61or3VQpBFPH9+Lj599EJieePnNj/H21X467GuOPl9dxckYx5vXr6Pf7RJB1lAohbLOpmCu2Teq7AO/tEgFZ93yWtAnZTdl/eejkOXiXUbl+UA9QB7kl86CeOKxusmR4sUUThRuOhCFskyjot7imulvyymv5qi+KIySwNiMrHJWUyGDmUz5seRbMPI/6+LLwkCkYeCneWks/Mvo6pb+Dhp1cN+zJ0/iN7/+dfbvL7eXc70GfSINggPqNNgtjJSzLswd5sTIGUg5fge+pC46Chpc9ZJjT4TdNI51OT4+yXrrXKyubWBgiz77dBrSSSqMl4ax6AqhKuAlt8kGkAy4gNtmcjdx00B51ShrXJIe1o7f8pj55noBwGyTfQ7AQ2bNS8OuMZYWOdCPq1ty2z1ll6EtZuZvnWx5MI2OShp46GuLkvsBJD3SwKujsUXAm10VXNO55JQGDkLMGQU4KdZPx0E74/fp+IAnedL594la9QD1Kc8CduEET5Rvy4AMYLoMZBMHBe8lr3BIt/J7D9+nA3V7r5PrO+89M//bq6dHtn4An1cFIvOSDLxTh05wtC3H9C7jLO+6cqjL6+sEPH/5KgYEKkhJviML8pD/qAO49XdxFPDnQG0yL2ACdhLoTGVCeIInOAEf3PlKIptQxSRfSHgJYxL7fVzdb4qSc9GSMUr59cFJ7GMM++6MBgNN0RQpEEqygHnF+EtG87CWqQzUKBSQTXI+v4XFI3FR/r59iG7ntiScafS2VQRWTtqhiClfhKQw3n5nnypV5qEvitM88i0ZFIJbKBQZMZtEUjGDEOrqbloPnz6NL379m3jvw49itbMeJ28O4vuvv4mXf/o+zoiShv1+ztU9OTiNU4TRAZQby53YW2vnsrbb5LEJUbYoaY0yajDlvIPmiO4coakZXwJOd9C7xvjI4G2MuUsUu+ZAC3w1Eao2nrOtCg6Ru+iP4hrm32wXq/zJSG66k1PQKosIB3Ugn3QEMGQ2c2mExKOjzo0sVtcaGHE9ZIUw4qx7Hkf7Byh2R41PqU83zk76cXWhMwR8QDpfvYn+pB+LfNfGaCwR3dfqc7G8Uo1Wx9kfGFb4xPm+s8thTpuZR1FVZxj+xeto2uy/hMHACbFJvoaBb+As1YAxjTF0dQlgt5B2KZXu5U2cAdwRv5/z/PvhZfRuae+eAFt4UTuU3cRJWt+9G4so2LdnZ9EdDhBEPehCGHMKJXyro+L0vyuuToPsOV0Kh0dlKyNUCMU1BMWCPIGBnMVbcPvK9Ci9m9W1eHN6Fm9evYkOebuokfOhjY6c+4+Wjt4VdcB7cflf+8k1xRpIm3FdDMTupqwqvJBjYfitoszI9wZDanrwcoOz49gIcTqDX2YY/6ubYdRbV7H9oB27z5Zj8x55VfvRG59kU36z2YF3VtxJOsaHKEfoaLRxBk7e4gCcfv8irs96sbZQhx6LfMe70SQmSE59dT3W7xJBLtfjyZ29+Oje/bg5Hcbhd6/i9Q+vUDrPcUqu49GzJxiAerx+8Tre7r9NBQ+g2bQpDVXy6g4VmIP9lEUjFOucMspvrx6KadHnL869571p+KGBUzbNS8VFEfk805gn98qpCkGFlt0pKjj+pHnKsbqG58q2hkADUXziNxo2DmmRPFWUW15VxMIibzh1LKNRaUYZtr4JfOpHy+UsyrzVNfw3JYpeRDY//OCD+PzTz+P+/btRrxExYywBC5nFmSOdhjTXzscZqPLOwZYO3LrQGeXquItyppQDznJBNjKw603H/ejoLEYEX53Vldjc2M6d+hZxBDMiFp7Ekvq30HXFQEDg1+Dx3pbWbAVMg5v/sp99dW01Nre3Y21lDSeylfnqrLx79bmnxt0ugHQIMFg1cF04bToCleT9eqOWLQ4e4tRtuZ0ZYrSsgc5F3fjG1QHFtU365SY/5SHuM0+NKbQQlzoqFzjgg8EgW11K3S9P2VIg/kAftCi6IDTWRYtCQTN1pDbJKzdJGx2o5C1pDO/KJJYpvYuWp595RT738H0Jm8+Ewt/Jk7dwv3tv2TlIVmeA9Eb+5Wm5PnNcgILh+A51xAWBjTrrxZs38f0Pz8Ml9y3demU9uMob2hApWdhMWyDh9WR2eJf65PLi8j1QWl8bGUVb5Yune19lkx0vEgFZDRlHA6vRApMg/oo0Nve/xejZN5EOAElVZjKoDJYG1SzMXGZDuWZTBSUqcI5MVLoFrPCsJYREoTzeCVDhsVEmaRxMlQ/zkHF1JgoGz3sq7VVPFhTz/FZJiBRP/zIPP9co8I4zs7R44ckyC+L6wuknyyt48R+8Hx9/9GmsrW6kkf7z7/4Uf/zn38Xv/+n3KMKXuSTwD9/9EL3uIDor6/H48cP48OnDeLC9Ftu1xWyy7sRV1DHac065Q+ggcbh1rX8quWxmsl4IgovL1GDSui0JCNV6p0MUjoGwPwyGgZWBA+IjIMumIwpHTcUImIc2kxH1uxqdzpfKEuRknvN4vCqXNsb6vU+e4NzchWGFAIHESA8RIiP/Kc7d+dF5vH19zLNRYTzBa05nQZBzlzgFvbaAE1GNapM85lBo5FVv2qy4mP3F04sBsBKpAcICQl+nok0ckGUMt1vzXmN8GhjNTgNlskiUg/OSwk/95jAylzgGp+DlCMfnBd//AM/ZJTC2vQRBadxcxgZlbtbmU4HuEWW119fj8Pwkjk7OwKktEdc4V4gJV/nMaYpQP3ngAp4e4wBcqPwUTOg9f+tEGQ2MiJRPLy/iBbCeQcOFjY2orm/ECfmfHx3jzM2ibYSDkjPacDrcfHM5aiubMYbfXQpaptJAWL6KZ3XZuR9zKDYiIeoKatQUWd4C30B9uBdlAT+68NOiLVtLl3F5TV5VnKbliD0cgIcfbsXanVpcLZ7HcLKPwRhFs9YEjzgAPRy11/04e3UWY+jnymYXRBBztoxgLBo4Vss208IzPWjQxbDYnVQnirz37BFwEe2hfDZxorrfv41XOLs9DE0fx6o3Gsbdpw9Q/O347tvvkvcd73BFFJZrnIPLKxUZ9XWsSqkgkw/5p3yq1AoRK5RoKlP49ifHQLnkmuMpuE/jq6wro77nZWl0zdRoxtHmpS7gRb4r9In38r9yVSjeVJR8n45B5q3CJy1/BUGKMoQn9f/ts4SV+giT7xzsCyS3ZeAAkJ9dDOLbHemMUo34P3j2LO7hVBnFihuNn/vZG+G75Wyr00jD59oBOi4ZbHGOMV4anYyG4VsvTrsudOwc0a+Gj2AAvDg1cGf7bqziCLhQjrMENMwaPpuAi5kP1IH8ilH2GB3g0+BYH3nfxc6a9Uasr63lpmYuQezvEpca+NLQ2dJT9rH7vXVKXQZedZAcH1S0ZFEidck1BkCqQVt2E1BfeWKSLXFE6tRbpBeRKf/E7S1exVnyFPlYfhpxvnfl1blq0dqRzkzSpeC3Mp0Od7GBEXoAWEvYzbfgP8rkaqtB0pF8iu4A4OGf+Vm2DpszWBwXJx2T9ADqO/niZ14jX3578jB57d0j+ZNDODzyN2mzW8r6+63vb781f7tHHAxqGKZjeN4bxDc//hjfPX+RrbQ6OADO58CAvihsuEcBjyAIn3CKf/FItQu7w3e5Fo/9EIBQ+eL9ra/sizVPqp5MYgk2mxvPmJvG/gTGe/7iTRwcnkFEiaXytsmVryCqApfNOuSjYYMDyUMHQEFDqK1OIqcggsCJDB8VV5muJBLfkU44qU5WRrz5bVGxgujmV+ZjRr7L5zBXiXCRWnzPt2Qo05Jl8Y3vgTmZgj+R5OqADx8/il/98jdx9879GPWG8Q//+e/i//v//v/Ei2+fx+H+YQxd9713niuv7ZDmN//+L+I//Pu/jE/efxxbLnLjnv7DblR6vahpUFH+Tq07m4xiCDwXEOFyfilGwHUOTEPgmSloeH4OGqrjddp1UtGB0nmAoasISpv3S9ClMh1FhWh0AU+7iyLuwuwzV7DT6dIoqehQ5osYNnx96juNjZ3V+M1ffhYfffI02mt1HKwZkeJpvHp5GIcH+3F+MkgHoHvWzyZ1cSK1AgN+Q74E83HZu8h+4VYTBVvjftbl/SUC6ayFSi6JrNaan+Lp40RoiKsa7LUOXj/w5WBBp/nVorFIXSu1qHJKEMxVDKD/CfVZ2NuNCxToC2j7ZxyLA5S96/EvocRa15ex21iMB22iHu6Pj4/i5dvXOKb70GMYFSKIGjhr46ysNVvRxkGR1kbHfWgxdNwK+LK5dGmpAW8AF3XNVcrAoWv7v72cxCFK5sL5208fxw6OBuwc+zh/N+MRwmmE7wC8mxghoJV6Kx588FEsYCRPTrvJ0zVoTMnRQvmIG8IuFPvtiHlwmXN0kQp+3vLwTLcM2l3GBdH/dOEs5lsXsXGvGfefrcf991Zi+d5iXNdG0b84wFE7TqWxt44RWFiP4ZthnL04jYtzx2WQv4tU4VzU4IcavNPi2VqtzpOIU2g4lg+BZ4Fo9O6zhzhU4BcH5uL1YRz9/rvowRcx1HBcxXH/ONbv7eWI7t9+/fs4Pz2jbFuzVK4odhyIUtnqmCtvKc/gwCOVJFfp8G/PomkdOeZqGu89Umkpl7fp1A2+y7wUYX5TQNKgeF8ouiK9CtB08PDtd/KYrQIaCX+bPlfEA97SyJVlq2cMDPKOvMom+FyrITUceVI165cG9UaDpqYqWgXu372bLQFOyzPHS/A67PbjAt5ZrNzE1vZm7jDaaNkSsJQLk2W9SKvyz5VTE1YNLoYPGbGLixJR9gQJy0TrO7vx8MGT2NzcSQfAkf3ZF813GjzXSyj0nsZLB4PPOaxiDjojbRvn1Oheo2/LhLBavi0EOm6OntcJKHWp0XkPnXbulrjdHs4IddJpgX/lE5ujxbvl2XefXXzwvVcNTr1aT2NlC4uRsIORlQUtk0bb8nP2Ag62Tpr01CCWrQK5fgrveJvOs+X4jWe22nBn94pjItxeGNbPb0vnwMM8k8zoXTHuGja2HhqMaG+kd7bEQf7sVrhCJqlT8ogUkk6m8VsSFXmDb/hFB0eO97XvhF26WmZpg7hJu5Wywr32KYOtTG93CA6bOIMOjUYzKtRDnXVOsPbHP34b3//wEqfAgNJWmMWkkweoSdkTG17M20M4DDYr6GERZd11BKxLOsZ++wtXDISZk1HIz+Yy6eJa9HJ69hcB1DcvX+cqgG5cMIeCmcFkmmo9YxWo/VoiXUMqAAWKraD5QDgzzycKvCWoKLh4JzJkHtKUwKdQZD7F+1LQ83lBBRPlID5zTuTfPjedxWWXxm1F83t/c9UxySY8juxa8HcqAb4B6fV2Kyn5w7ffxz/8l7+Lv/lf//d49f0PqQhUVSqA1ZXVuHv/UXzyiy/i/pP7CHWnGM0/HsQNxnVyfBhzCEsThDjqdcy3JzgBfRyCHkLWu8J4wzhHOAynMMsIAzlFUJbbzeg0GzHTGFLWonWECa7G4xws4rxbt9zFxsYVzPvWfQhgiusFB8DY/wWz4nVr5Io+JQSUMlqdajx9/wEOzl6sb7lA703sv9qPFxi2H394EccHwDwksiOisTUhjSJ4yVkieqXXC9FEIbm97/VcLxab46i1QQSR+QXR4tLUwY0oAT6fnFGXwQUOSyVH/S+j7BZrlXj03tN49uGzqK+0MUAIPs7kBJxN+GiAdbpoEeUuN6P+6EHM370X+0Ssz897RK0OBkJBoISrRMc7pL27UovZeBgnB29ifDmGHvXYXu1EG6FcgRdXcZBalOlaBWOck8HYlit4h/dULpWlUWKuRAazKMTTWSVbVU7k+dV23P38i9h68ixm4HxJBQbvnJ8corBwNqCVzZx2kcVSPerrO+B4LS6uidT6vZzFsAK9tjoruXGU9HT9/kvqrPFYxOFQaVwB3xWGP6+4Qu6yOGteRnUFo32vFQ8/3sEJWY1aB8VaGQIfzuf1AF6d5ZoRrcpyRH8ujr87jdHhCC0Ov8APLlWs9+5WpQ1oskjktbu6Gi44dTTqwn+u+QA34+zsPNyO3b3N2Ebhj1+8juOvn0fzppqO6FH3NI6IXm/qGMz6Yq5HcHZ+mrA7mNNlF9Jl5/quIf1JyXH6rHxe3pfvysN7FaE6oDxLI+Ch3JbP8j3PshmV32U607x7pgMgbKCigKe4V7WpCxI2nhXOCimpRBEUWCOMAFfzkU+8AmBeDULs18217/lt5K1D4bbh6ysr8eD+/Xj/vfdyF9GJRhIj6LiJnO9PmjWibvvx7etPXGQZGgQHtKrggVc+BQpbGprttVhf34iVtY1s+l/b2MQRX44aTmeBc74lnfepuPwfWIv6iktbSzV+RuSF41ZvuqhOLcv2E3Xbhbjmd1HXgq5Oz3Np8y7Gv9/rZ/O7+BG+xC9llv3rlqVNMqK3RceyNEzZr26WXGz9cEbEJTrNvK13zse/hdzBpjkbTU3LA2kkbOXgRvnO+pSDEW0R0MALkw6MMxekXa3Z5mNFm3xIJx7BRsIinqW1CZ0S6306lQmBpxfwBj4ukRttmov7lK1KtlzLb+71YP2qVbuLqCdZ2HIu/sozs+L6E7+TrxWztOR58suuMeBUN+gcXV44y2GWqz66J41drcen5/Evv/99fPvDq2wdcpqzFbRFKDeYslWFPKyzLfB2zxUtZ/K4QPAOWJVZVBflggvykTSVT9/b+0pC6vWYh/35egiuxeyOZadETz++IFIcOWBF+AGfL2VVK3dNzbMbwIplC4JwUBDlZp+dBYoEXpTePpgjC9EgXCVii98/X0Ua3+c7ADNPDFrR30EF82rm/EPAJKIVkhgyC9Clx+UCLWI8BwSatRi5Pf3zJeDldw6T1rlx2+PXLw/iOwdHvT2M86MeXGCzn5BFrK+txieffhgfffhh7Oxuo7xv4vURypOI9Oztq7h8exyLh6fRGl9FG0OwBMGWIOYcOD3HGBxiRA7xnPfB5z7K+gxl7YI4A3A8czCf6/OjIK5lWGccEJk7s+LGqFzMp6cFU9erMSAf53XnZkJ6pMDpVJ/kFFIvumLc4lzOBFjbWI72+nKuEjgDt+cI9en+abz99nVcDlBUc84mwDDizWHyctldxy3UOasIQ9NR/m5ANDrPBYAcw4AIxQX4Whwg+CNojLG+GgEjDoGD8+aBcam9HE8+/TK++Ku/jvd+8Wk0N7Yw/HPxuoeBuRrHpF2LMwz2AMM7d5/I5v6deDubjz89fxGvweX4EtrasoAyWERJrFSu4gHOUhNDWAVHq51WbGKA69C0McWRgpauB2Cn12A65ERhwwvlgCWNjdOYktMkPngaQ5fj8WWc8V2f6Kj93gfx+Be/ifbOnVz5skZ5ns6/n0zIE2VIjig0FDnRWQuncGtvOyooWFsl5q4muQhSfek67qxWY6MKDYfDuEGe5F3xb5//VWUclzGMq/lxRIvIoUMEcHcuHn6+Fnc+7MTGPRRpoxfjeaL8615cX6KERzhg80vgYSWaE2hwgrp+PYrO5CYa47nse82BvNStjkNUhV9wEWNtpRNjnM1DZxIoOzgisFZGTs/uPQDGaozfHsTN2/1o2oWF5zUaEPXNzmM47sfq5no0cOCOTwkGUOCaHCiu8PCvcOKV11LhvSvTaTjA/bvvyrTltVSW5bsyv3ffa8xS76CvvFpHr0nF29+elpxOVs5gUG/oLNjHzy/1CQmUfo1zMaAKI0kdiubkMvLjOd8XBk7DxmdmQL6maWFIt7e34sNnT+PTjz+Kzz/5OD744Gnc3dmODWcC8J2zRFza98GDB7F3505Gw64D4DgBN+5atMvOAdeUpSFPFaNs6xDww2Wzl10UaG09qvVWuEW778u0GmoNSUZ1t3jSSFrBn3Fo0KPRLjSejm8V45njJ8DnFB3iGJLxQL7ux2QEPyIzU5y/QR/D3+3GcNiPEXxniUX/PUYeetrvr1NRJf9s3ocS6miDLHeVLQYr6+SAzzmb1f2WQAvHmQRp4IRziWDBnQtN43Rmq3DpGBvysiwwkS2UGsorDHDR6lDwkvmbh05A2aKgM+e4KetnYDNxoCXwLS3aqkLULy9qBxJiMKnRhP7iyvxsEXc//2L6q3xh4FB0QRTTCXFCtS1yni2wPNDxseUmbQkV0ClKnuQQHxrgnL6dRObgd2bE6W26ttynU8vp4k4O9nQ55beHx/HPf/hD2mINna1F0hZoC50Gnly/QknIVX4N5eFzHgteBiu2zPPr9vTLlF6cgGc4AXyc4b/Y8z2EWFioxRCEn3b7ORAQ/ZgFyUUmkUj5MxGJUuN7+/AzyvedlSORgFqxn55xlFtASjiflcxb/vY031xRyXR8nOn41koWXhv3KHnzdY98dZ5LIPIhaSkjHQUrWgiBeYnkXJWQ38Iq5EIENPzpjNjEqxBRD6rhymoO1JrTKAMfmicHzzx8/CA+/uTD2NjezjzGLlRzchKnb19G/8WLmANfzd4wlgHPhX9gt6I/C6M4ctAbzH0CnrpE3F0YbMi1WHMhogeih3rklHOjQgKGNkyHJ4H0ArtyJoPxnSt4jaiHUe4EAZmoOGByEJRpdJrkR5vXWsu16Gx0iMIb2XzbQ8kPuhiD0z5R5Ou46hdzzKsI6yKRZBUl0AadbeBaxZHZbFQxOhFNnJEF4ZtcYliWol3BCE5msTDEW+/PYnh6kVPQcgEc9y0A9trKWjz86JN4+OEnsby9G631zVgiIjqjjFMM1vzWZjSI/uv37sfl+mp8e3Ye//zn7+PH755Ht0v0DA5cOGcBJluABitzlzgBDfCCr6SiRam5oYer4i0htA3KNAoxuh5fumtiYUzwt1F4wEk+NiQ6GNEd/Zzv3kNRvLmZxivSXq12YgenZfPxs1gk4nKzkgnGfw6hXN/ZAPfXcY5iVDjloinwNToY7N3dNDAHR/vgohtL00Es3sAHMYm1+cvYaBJdA68wDebx+BcQ0sYkqu2rqK1WYuNxM1YfLMb2E7sXMPAbNzG9weDO+pRJJISiXgLOpfF1tGdVnMylWO5WojOY53oVm1N4+AKHxuhTOZCrdSDB8arL07Y7cTrC8YNfr6BPBYN0ibPlQCxnTiwa2Z6dxuzoKKooU5dIdv/60aQfCygj+R2IUUhHGAqdGeRMA0qdjUgKJfp/Psvj3Wcp48oUx7uBQBHNFs/EVfnMa5k+DRvXUmeoYMt7T5WoDoDjf9y8xub6IhrGeKTuKPSJGiGjMJU1j3PFOZwC9Yd6wal7BiK5KY9OAmlcpGdjfS1++eUX8d//9/9d/OWvfx2/+dWv4vNPP46Hjx7G9vp6NHF8NaAOUHM9/9293Xj69HHc2bubg3ndgMY+chW8rXuOQxK+os9eqokf4RTbyE+9kaPyfeL71IW8d7Ep0xaH+PSXOOCn9+LEP42GdSa9joxa0cPBzC4v7Nx/jf1o6CA7eAD51imQLya8z7n+4M6xNY7s11FyoHHRMmmLmnS6pQd/8kVG2Py50JOrQOZCVhjf3BAIeHKsAd9Kr2xKh2aLizhIRPA5vkG5lq68d/M5LZlwZdpbmmkjSsfSfDyye5ryplfTHMzXwHGydcWZBPKNsxUWcVyE2QF6BbHBYwn/bT4+kIecoz+ZOlwZ3OlEVA3SNLpaE/mHb/lOj62wj7ZsyMOF7SvtloZa/ip4jv8pNp9TTvIiv6+sn06HrUycGTyCo9wttTeIP//wIl692c9WvjTo2jXLB7d+nxG3hz+A4Qb9J7tbj3wHYZQgvuQbeQG5IkHly/fvfpX7O5NYoPJ/M6AyPZT5m/0jlAAI9IN8TxmWT8G5S5QGNRnTFzwv5JTnskA+ynt/lAiWWfMBp49EgkdxzS8yrYgvMi2+y/5u4NLWO5LbLPSCfW+KLJq8HRiWyybeluPzghjFb1P+XC7lUA9Il8jKOwyp/TwuMTojCi0G1xXp6o76J+JzFTmZuI7ScGGZOoq9ioJd6p1HC4NUm0yjRX7LlgvC5iCu3v4FcA9xMHrkS/wcVxjKK5g+OI3kr2CyIUTvZ1PTfHrYdYTgBidgfglXQUJSt8noAiauxDXf2RU/wkkzNruE0bLLBoG9rthsNxft1UbcebgX23e2orGM43AxJMJ+Fa+fv47BW+j79iRqwOT0RhfvaYGbNoLWqVZivbYU23j6m5wrCE4bmJrgtapAWUccp/YN8BNNTPoTThgP92B1ZS/q7dWcQndy3ovnb97kwMK1e49wRNbiBuGcAmsP/MyvrkXz/oOYYqT2cYK+fXkQ3/zxj3Hy9jCjgawPtFgEjw0U+ibO0MPlVtTgO7dQPe2ep5AvoqhVPQrbHGlm185znoB76AzPmpfrW4zB0wBK96DpMZHeKYrjmAQn4OoYvE3b7dh6771YQWnPqfRw4MYobxnf1decgw+HxYCIyek72N04pRy3Mz4fj7KVYNY/B4eT6FRwqMD3/NUEQ1yP2sZqXCxex2gBxdhZiPX77dh7uha7jzqx+6CZA/9aq/Z/ug8DysDloS+uo4rBr0+IpIbw4AAnYAKtJjgAveuon81i6WAUi4NL6kx0taDBu8ZJse44DeBkc6UTy41mnICvM+C20XSuUoVHKjGcjKM/6MVF9yymJ2eUcRFNoh4XpdL4OSB1eX2FSLQRR8ensY+ToGGwRYVskA3kCbkso1HFqriqH5S3QhGl/KXc+V49UCiL/J4HKnTfpWLnmfmlIbg9i7TKoU7+z85BZnb7zuNnfaK6+1kZ//y8eObh1ahPJW2Z6krhsexcIIlyxYHdcFtbW/EREf9vfv2r+B/+x7+Ozz7/JNf2d6Ef98t3kx5X3ry8HGOMcJQ5dCCWO8vZfbhYW4yTY3AnPtc6Oc0yQc76zCe97F5o4BzoJNjCmhEh+TuSXpg0fn5jVdRH/lDPgRUDRP63njpJyBXfZ8CVepDnOkc40TavKxddHFnPNPY4AuLFMjws18jaqwZZIJUDjXeB56LVpKiANrDAp2lvsVyk8x8PTOtv88vtk9VLrWKKpGnsWpGf7GZI+nPWxQOnzzWejmWwSd4IX34o6e99AaN4wZnCyXL5ZAdJtput5E1X63QrcMsyj+SnAtDbo+Td4mHCzr3Oj8sxO57HcR/SJZ1TM6LKps+k6CJx4NW8xbl2zvukB2n4YcJMYynFIw150c2lzJZdTf4WZ/VqIwOWLjbl2x+ex8uXb3BwoKM2rFLP2F2nC85InWSe6ekZ7GbevizrxXuFh1vj54SPd5Vfvn/nKwcklF68TRkuQXtJpHk+GMebN28pyJHQNn/IYORJ5varWGRmLf31OkCuUJTC6zvzTKESARwSzkQJk3fCxA+FsRBM31k18sn/SWAizvyEcmVx60ZmWZbdAwU0VIjHevc6KOJCwbDWxbdFVgkZ7x3N6lWm8CWv+FbvCC+dCLeCknRKVy5cgUHET0hGrBPRNVaXo9WoRZ16R+8s5nunsXh6FJX9Y5TzRaxQJ/umW5Tv3H43m8GK5/azEwxnD6PdJwqbzdfjutbmeTNmEHyCA2LXgK0w9mXrAHRqDqgRcAwR5RkNDM6HGCG8cwyW09T6F7MY8HwMMaZE60Xl3QCICHNvPd7/9FncebAda1vL0HYcf8bI/vEffxf9V/vR4du9WjO2iGA2qwuxW0fh1SuxtjSPA3AT60SxnflZLvULlNECv+7SN2+0iNGujoi48Jb7ZwPqWo293Wfx6PFHsUQU/Raj8meY98e3b2JIVLD7+FEs7+7EBLwMoeQZRr0PrH1o0IUCb0bkM5rE+f7bGOH95oYyUhemXkRInCK4gnG8326kwzKZYnRRaMnMGPkZMKloLuGJYtoicF6730Nkt0CfdEO+O4EHzhDoUxyTLlHydG01ppvr0astxEV7OdYfPYnq6mq2yriFsH1uctEEGOahew2HxbUxjoHxEt4+JoraPzjIKZcXEwzBoAtvXMYa+blq4jxKzpHdY3A6Qnf2weNNayE27q3G3qON6GzCS8sR1SZOz2WxoM/V+CamvbkYnaDYjuCz7hyOQDW25zqxckX9hziGRxcxvz+IysEgFu2yQ8mnkQReI2G7RVo4imsoXPtej3ECBtDPFqNrpyQqV+BeHTDudeMG/DsAc9lZByi7eehaQ+Z2cdQMPuwuXGq3cHxwsHB8/V4Zz4HBynzKssZGw1sY2Z8Uq/LFf+oLjZNPCyWKwvK935M+x+6YxqZ68lZozdsI0nKyW4dvNJIeJikCkeI0rTKtNkHKeVbAUsJRpithJHkq+IzCeObc91xXgq/NxzE9D+7eiV/95tfxV3/1F/HxRx/miPzRsIdRP4wj6N4Dd25+ZYTmN0sY/MIwFVBkFEYZrhEvR3eWcQJcMITCM8K9xZPN9PYFp7HlSwfVKfv+TkPK16lTCQ6yO5Tf/vnP8T9FFYs0aZiQF6NsjYpRvrzpBj06LDad59r2vCvTlHBcAZOtFt6bl8+tT6G/4VMNtE4Ah+8L+mCgb997JAwCREUcqOcIe7s5NFipR9FrtqxkvdABOul2ZRmhSvuCxqXtQL75LQxG4zn189/AYnk+Ex+2bujoiPMlF5fi1HFVN5iXiwwV+Wqgi0CWzzOPxClwJ+zcF7hzbMdN0ZKAQyhsafc4qH0hR/7Ib8xH0ioThQyI36SULUpaNpKVuCmcHL8xMXRIOF1TZhFeaGEjKnF61ouv//ht/PD8ZbgNuV31xTo+4l7nDWCoaylLOsm+U2+mI3BbF5MlS3KY1seVz97b/cqPNP4pfHzoVDP3f+j2h7F/1s0BRI6gJlUWbCniEtgTeQWyyAxCisTEI4l8XiBDQGUkDDNliJTyeYlof3tbfIsiyArBNL6+zc93RhSwBrCSngdWMPc/hyJpCMyD/Pk83xVTesQPL5IAvBc5NpWb3ge8Ei8yqE1P6eAYZfN+calRGGDlmW+kU61VJSrYjE6rEXXKrUz6MSWyvj44jOrZWTTHOAFEZE04wCap7H9TYAD6BuU7uqlEX6OEsb+ctzmwidHiumgXQC3mOUkcV06no8BtFLg7wS0u2tMDgxMZnnQncYpxusFgXdcaRQR6OSEKpC6UVcH4OyK0s9mOB4/vxwefPSXSxAlYX0bwoC/e//53L3P8wgO+v8u5DIeswFAb1LfDfQuHo10hKqwM09mp3bi63lXU51FMboY0ozyi3huclasb++PssWjFxsaD2L33OFor6zG+Al4Ee4ko9IP3P4xf/uZLoqBlaE3kNB3Gm5P9HNNx/+nT2NjZydaSg/39OHn5NqY2caRHiwNlSwB8uDibRodv91CyK9UlvPtJnBHFjsYDDBbChvNkX90M/rCpP5sRweUEPHbhiyPOMxTSdGUl5u4QxT16GJ33n8bWRx/H0p2teN7txRBF0tndjUqjFUOE//y8lzMxHLFxcX0V8zgNDgDq9kc4yphz+AU1Hu5omBv5wE/OqdcYuENk7QYFiOPnctrfnp3GAXJ1RN26U06bYm1F6KGcKesMR+rksB/nhxfx9odhvP5+EK+/7cX+j8fR2x9HdYyTtrQRC0Pk6WQalwejqA1von2JUsApGV2OYgSMbnFsk6zKwGWIjarc2OQIY9WHu2b2ySIHdn3pMNls68qRFRyA1kIt2ijNuBjG3GgQVeSthUPsFNbt+/fj3gfv50ZhByen0EbZll3NC/wrScioEWsKL3kXxgqZ8y+FXKVXpPFqOtOkKsz3XPilPvLOsyiH37xTBstAg0ue+YJ0Rt4agvw20xaGwbSF0i8OYS0O4UDR4yU6CAzBBzmOar/MkepuwHNnbyc+/OSDXP+/3W7m1LEhPNfv9YgSR+QfaVQsUuNlV9SCRgzlor7zsFUKKDBELvTifgKuBFgsrnSF0jcSr+Gs1XhmuR4aLCN366uh0/kp8EfFgL8Y56RR5Q/dVKzZbwvSDTBqBMdpwHK0Oadz5zVmbkZjmSLIaN80ORCR7wrdXHSpeJQ4M08NrbjUENsy4W/vPcv7f3uo8zWA0suWU2HXKVN/22KnXkzDbqsT6XMHPupsOU5BtE6+85Am0xk8Cs4sX8dI+IXZ9CWddYDlQ7v+pK8tIq5UmPUimrUlxJbeYhaFreCWXB7gFfhEsd96FRfOgvA7nRUXAdNhTZZLG8MJTAlD4kvHgTqiSy1T+GQrHVLz0ugXdpIMKFrnUxwVAyALh9AWiAY6WSfA2VlvsS3/9C+/jxfoxStoYaBejLmwRU67Rp7wV7JHsgi0IF+AoAjgEFheAFKWieiDFzkSHv3iva2v5imkMHwQgcfXFOC0BHctclpVjnjMCU8S0L6LQnDM11kEmmWbXrLZSQDJyNeWZj1LJBcV95mIUogLJCUuSCJx/V0KN2BSNVNaQcu2TYJ0lsczDfi8W75e2zcL04LAeRjIJvNFywEO/UIbqFzcJUBYDhSUCOQ1j8cwUyjzd1EnRJhvHABCKSg+S5pgeNyla6E6h2FrxeaWK+6tRQ0AFomULg8P4urt62icnscKSrQNU7gRkNG/XqMtCRllIHhTjNr55CpOMAjnl0SWSsO1nqVbcmI4cAByKWCVuH2HCPcqzLoME9c18IDfxdgdT2/iDc7GOThobW7iaS9Gd6jDBrOKDYz2wtJNrOysxp2Hu3Hv0V6srbWiSWTqdsQ6F7PD85g/OI771PMeCsbFjTYWcQAWiFRwBBoVN8jFEalMcARmsYjxXXT6o7jjOqPuMqHz2rvAOr/YIgJaRbopp7MdD9/7ID749NP44IOP4umTJ/Hl55/FR+89QngpGwfitOuiU2+iRmT9+OmTXJWuh2H55us/xtsfX8V0MKYm8J4k0wFAgKvQsQ2tN1EcG3UUpv3s1EdBbGK4nF3hjmZG50MEa8S3AxyGAWm7Rl4o9OazZ1F9+jgWHtyLyp07cb29EbGxHhe8/8PzF/Hy5AQnDRo5GhocYxJyNsb1IoqJuh6cn8Z3P/4YB6enRO7tXLDF1dxujMJRSu6AWK83ou0iPosoS+h8fYEiQW7e2nKBozKCDy6h43RwE6PjaQyOJ3Hyqh+HL0dx+mISRz/iELy8iME+CqIHj2D8r7vwD5H/6ffH0X1xGhOchVl/Go0ZTualy/pOcgXBGfgYAIsOyhj4XU2w1V7JbiYHBfbBiYs7p0zBB44mNsJ2StgM3qzhPFRRkovwkIMtK+B+GccgW0Pgw6XNtXh7ekaAcIpMFjLtkcoLHs/utZRh3qET/PNQU6Ss+fP2NI3Pi6gVwMSzTG76W12iLJSH70yv8k1jkuWoT/xG3VGU5WE5GtmfYMmCizI9zUuZz6l/KlPzIxtxsYtD+tHHH+e2v67453r8VYy75Qhxrb4Ya51OrHZWwk1+3F/fsQdGcr53PEExolzFzDPlmeKvkCEXB8rV9MC3jod97S7Ba1eTsmCfcu6cR165uA6GMUfR20LBO2frzKCzYwjUZxoQW3J0JBzgqsHXiGjorbK61XvTaGRKA28r2YzfGnCjdPEtTsSXabxqaEvD771Xcfeu0S2Nf/m9p98nnnmv5ckpjI4JIJ31ISU4KlYu1Bgpw75POKm36es4ROk4JEbJH74y8NNwuxaDCxZ5WI8SppK2qI3EgwsKGeDqQNmdYVk6BzoDOUBQXfZTHX62W5ZpPYrDlhGcZGDTWS7WoPC0BUOe0Al0QCB5JL4T2jwFJfmae7udijzhU+0t6UwlrjL6v81f2jmjxNkbOme2hr589Tr+6Z/+JQeq+zu7ruR5Mqio66mvcqauVGemPdP68d6gGXVDWlNQV+UFwKCKELpY0PZXZiiHprCZGuK4FPAbosRLy6Fy8A/vC++xOPkE5IlwC7KyAlR6OVl4llWmvyUOV/HgO++Lb3++lmcBvEArdFYUY86NBt3V3xyGbvS/xPsFjILz590yVWTUEJiqHhvMt8Q1+9FJy+tMowOhWyMKUqiNTISJd84VrxCdz8ug87VEx+hihGFxlG8rHjy6G48wIOub61QWpexmMzgB7cEk2sNRNDAGS8iYikkvN7eChQndfEXnyeb6U4zAEYJ8ghAPSXdDeZUKDgAK1ibaYoAQgm8UhQPSQvmsEx00oM94dJUOwAn0eEsEeQRDO6XRqUmD8/MYjLo55x7WilpzMXbu78bew71Y3e7kuvkqoKrIHwzj5ug0KofHsQatd4B1hcdVDJ77GCzhIDmdbAFzYV+7jDCH4NzAAyouFYobGBlFuoNgF5pdLDRiqbkWV0SZnhsY2I8//xx8PSmWNl3pxNp6M2Hr9rvx/M0LHM1D6g+8RMtTDNaP3/8Y3339XRzvH8UVv+euC0Z1QKcGqQmNGuBwHWdlAyWwg0G6e+8u9UIJCzfCqKJ0ueBLnKeLei0GKNdz5/VDs91ffhGbn3wcw3Yjno+H8Uo4zrvxtncaZ0ToJ93z6FHuOcbSFbps3u+NB3EEnZ0u9/Ltm3jNcwcs1prN2NjWAXNg4gCeQhmoYKGJez20KrXoYExr8FYFmtvUmbstojxyYBM8sXTtwMr5mPau4oLzqgc++3D+BCN8hXK+ROlC6wV4Z+kKpTskmgNOB6M6GPJ6DD1GRHcagOkgB0PetJoxxZCdj0bRuxpHEwegs7oZfRTifn8QExSXXQAqBKcaaVYdyOmpcBpxKYMN9Jvja+YQ+wYK2QGUp5NhvCWS/PHoIE4HA2qsDKXwpnxlvXQwkEGlV05MIeLI/1VEwGbd8xt1CO+zi9F7kviVuQqD6dUFHtmsyaGeUoGqt9Ql3itvfp/PuaqgEyC5x3w4fF4ar0LHyFnQBj4HJMQZ416r5hS/Dz54P549ehK729sY6BYOgPPvXYq5WFXPPRZWXNALHlMWRoMesgk90E0OxNU2WE7296LcdRCNfHVKbO53QTKNkpVzSeH1jY0suxhVry6yGdvZOhr4IlDJuqi5eK/hL/CgcbrMQYgTV8ojrftmWHMNXsIAhW2JKIxQYXCsexp6E2qIyd8ypEMa5oTjZ0PoM890GDjL32Ua8/JazDJTp0JFTnVfRpzCAp4pNvvXdR5tYXUtE2F07Y2c2mxaDKRcUKs28lnZBaTxlWCObXBmQhP5t5XVupR0T0cW2RN/4sIuEANUZ1kYKDmbx9ai7JpDZtyHQjhzDFiyl3DLVzo0RZ6eOcYGB+sK3PneaZEa6HwPXHZv6BBoV8q6m58OT+KE50VwnIVYSj6TFhRktYpvuLfLSCfQXVwXsQe2CP3ww4/xL7/7l+ie92UDygQ+vhVT9UUlq8BBuYpmZojutNVNnvFQzfpY/vHgVTrBlc+ebH8lbiVceg5k4BLB3f4YBY2nDxBTIxaMloXYXF5MCSQzGLQY6e9ZVK4opjx+RmgCloe/UVQJ7M9M9vN3VoZfJE81xWPLkElzO0SMohNq3HTHXfoa1flo1Odz85MVThfUcQvYGoR2Y5oaBrTJ6Up3ddK2G/U0htnPRjq9cJWFzkKxdjuC51iAG5vvb5eCXKC81hIKfyXuP7iTo33r5OM0qSlRY2M8ivYYY9wbRx1FYpRybd4wqP069je6h/iMKOASfJ5TyxPSnHF1wSD3oq/AjM5dd0Bj9utK6AU80MtxwrZVJ+KcW8ylafcvbuIV5R1jb07xGF1Rah1FsoLyt9lqhJJ2IZjOejve++LDuPv4brRW2+kAXDvIBWWFxYv5o6OonXVjBSOyCcKXKPeaSPXSZkQYDNBQHLAqTDxGmNxMxLnENn2Pgd8+fSfKzRDgAxLfLHdiYW0rKqtrMUPRXUCDK2c0LN1EC4XZaC/FFVrn8PQwvv7hm3iLIXHvA3kMlZDdCT0M8p/++H30zwc5yC8dKPCjsmhh6JvgwqmBjl3YTHrbfOpo7Al+TS+ucGjgrBzwdomSmK6047RVi2Mir7q0++LzmBC5fYtB/xqDfny7iFPX5nnKnodmO3fvRnO5nc3/54NuHJ2dRG/Ui9eHb+Ps3IVy5nP1vBo8oGHsEhHraK7zW8e0Cl0q0DuG45gHl8soi2YVBYHTWCWCdOEkGyXcIfLaLgxxjZLJPe+vwSMOQwWHS8fVwZB5Xl3gBBCZY2RWwZdOJWoJPtVZdKS2Co7IsjKLi0Y1B4ieUvYl6TrOMV/fjB6KZX/Qjwv42kVSHGGrElME7QI0ylKJGR2quPT8FWunZzpAaR4j1aUOL7pncTIaxkTDosSSQUYmqcQKuf5Xf/z2KDWEqpKHfPPz+/KvMEBKPvc6C/IVwlCcllXoKvVJme+7RqfUK36X2i6LMrotDH95ehT3ROzqA7CpcXt471589vlnsbW+nuUbkWm81zD8azxbw5l1Vb0c46OuEgekMUcjZacNGuHnKm7kLW6MSHWsTOQsi5XVTqyvr0ZreSUdDPcHyIV+gN0R6xpJI08dBg2HAYGwFivXOcwTo5SIwNGFJzT6Rs+5dDNwWPeiL52UXMWPcqzjkOt+aHg41G0iVTo43ssyCh1f4Ko07N5bNx1s3xVG2+6MwgBnPreHv4vyxauGsjCQ0l7a2sU6B86KmV1G73afFHTWtjg9UFxYf7sttB12m7j0dubPmWsGIC+5ZTDBUWlgHbWf0T1l6DS4qqWbH1Fi5i8PlHAJp/pMZ8R3LsbEZ3n428O6F98Vzo5dOQ5gzFZwcJvOCfklX5PO7zUn1ilnzciv/Gc+mR8wpu3jvsR1MVCSGkgjaCOfXKIIdeqF1dYOHbyv//jH+Pabb6kJOoC8bUVfEIXgp5g6n1CkvEL02/xl/iwMcHlB2Yh5ikUBNIfwfvZs4yuRk/zAk0sycy9xNwfqDcY5ith5lrZoUG2YW4YB8KwYOfJtLnQhshDMPBNxhfCWlS3ufxZoD6/vppOZ/G1JwmmfmgyqgOYoZyquQV9brsfOciNWl5vRaTh4opbN5S2YpYlBaoA8jb/N3jUIWEPjtnjfRDm2cBKqOARLwFzHi0iCgUSbphSaKxTeDAdg0X55lLKDB+cWr2MTB6DdsR8JpoWZHaSiY3LZO4955353u1EfTKN+AwHIx9aU1PT4Egt2O1A3B/lcAlsfKnTB9ymnSwJd4oVe8U0FpbwIla5xUBBVqINhWKR8GG93sRlr1XoMwMcRGHlpawLlj1H+DlxbBIf3MF5GD32ivfOLk6hi7D789eexdX83tyfV4Rkcn0T34Chuzs5i7s3rqJ71YgOd0KKMRQyIC2DoSEyB10FwE4z/kN9DBGCCwbmCPFOi8Ane9RA8nIO/AcIwXVmOxqPHsbCyHjfra3FN2cdToumT13HQPcGg4phgQL758dv4ww/fxUscgAsYcxEmX8J4zqlQqP+fvv0uvvv2+xh1MaDi/pbN5nCuXEHRvfHr1xe55/8qSmABuFyJrYexdk6v/akupUtMHmcY3O5yLc422nHeacSluwHiDHxzchR/3n8D7uZi98HDaNqcT33ta3MtgCXynTNqgSaOKr7BGZNj7edfcf43cJwMzuL10TEOzXFG5fIhrOEar3jmi9HWWUag3aVwnlBem2HXjqsHyp9t+MNllW9mYxwIu1Q4KcRdGF0LoYbj2YYerco0OvDfGhCswXN32o3YW12OVZdNRvZ2MCgryEIHB6sGL1zDc/MYrAUM1TX8r1O/fe9uPHn/g5irN+LF6Ukx8wS5cOyCsm8aDYrOvYOJbGJ27riOgNEOUpoj2+egUxcFvA+u+7wbYUx0CrMfVIHlKORXRYip5748le9SF5j2374vT4+flW/x2+/UA9ykIvUo9UiZr/KVeZN5Gk5+F0q3UL5lOo/Mj7wTBugBpXMqlsv8fvzRx/HEQaE45e725xiA3d3d2ONscl/FmXP3SKO+Jk6R2/tu4Bw8uH8vnj58HHt3t9EdGoeieyWj5qyL9dUIzcXKCroEh7nRaGW3kc38Cehtfd1N0EVvDLwc3FasHtfIgXQ6LTYZo6TQzTbv20ogrexLnhXBE2WX+LWu4jO7AtA/GhkNqLjSeM5Dd7GmI2pan4u7ElfmowNQDr77iSY8N4Vpr3Riee77rC88U15zPQ7gIUP4irytpuWCQ78tvrNbQBpjX/imcA5vCG4IPM0b/OSofPLxnWMb/LbaAC4EK8erAYz10MDZlWBLlF0f1ptC8l0O+gTu3NRIR5jvJgQARVN+wROe4st6e3ro5Nmq68J3Q4yz+ThbqXAgdR6oS/pVOn6FTcuDQtOG8TvxySmNEhhrCDLSMdORpJ5jaO0CSt67yJSrii4Bw+vXr+N3//LPcYbOXIZnmgQ/NXdnbTrWCB1iXZJuyEPmjUzDa5SceMhn0hs5SND47bvCUeT6iw93vkqgVAacoxER5slZnJ52w/nPNps4RsAKS3hZRybKvh5+64X4rYjzXSUjCgExsikAcDCFTkMxkI9vBcF3iRgLLxjV3zKwDEB1kmlEmiR0wRuj+PV2PVYxHGvL1VjGoOvh6BWJrAQJq6HQGe27imEbw28kXQzSKRj3GiVrU74/hMOlKP1GJE6vZVi+WXRAIMYNw9dq1+Le491YXWnl5kKrRLV761uc29FG6Q4PD+J6MIyF3qhwWHAENKKIJoZTg4oQ2+eFYnHHuS4G/BxBdprgxU01bpZqcSkTIgSwHvQCH+DVcQvqhxZwrV/DcDgGY4TlBJz8MBzGiUwODtKLJAKWwZc77Ww56WnkiYAffvpBrO5txSIGUczORuMYQt/p0VHMXr+IudPzWIbp3ILX1aomCI3r6udufnZ3UIsrDBTimHvaX+LU3MCAExRkD1x3weGNhvPeblTW1mK+sQzAzbjACbsBNzPgdUriq/1X8eLVd3HsanPQaRFjPA9N3XjEKVQy/A/f/BB//3f/ECcY1zlwgwTHtcoNUl3Z/8l9BaNfB69r1HWFMuwOctORFEwMt/SsVaox5XpA2kMsc7dTjwuirR5K5fnZcRz0ezEm+87memzt7kH/eRynLkKI0rV153KSwu5+7dJBAbMfMeGk3OGwF93eIIaUa1MtblFckfai24sJDpgDOjutdiw7oBP+s0lwOoE/4LFl+MAo39UVW0QtOgyr4GKZ6N5FnhuI04pdHeBuC5rt4JDswDcPgP/hcjv2iByXoa+tIKsowTb51aHRAvA5vuUCwa7ihLW3ifxtHoaGd3HO3v/gY/yianxv60d3gPyiUKF5Kjr5Dd6wC0zZzAV2VFbKHnVHdBJO10A4HQ7ilfso4HiO4XEXCzOj0iArxx7eF0a5OFI/3KYpm5HfTeO9h5GRCt7Dd+U3PjFFKuqU4yKKJBV5/5yHA/KKOvEMHnDcDwrEZDwqYHAeeZEWmUSvoeZje3MjHj98FPfv3YsOeG4gVyvw8529vdjZ2cYII6MYY2mpgVtbda39jRy4lbMVKGARmtVwQFXSri9iWQYM9ve7NbC6yvU9WivtHHDoOh8u/arRynqhR9VTPs91LqZGhcV4APuHE1/UVZ2o4XAvF1ttdArkUf7PMtXEic4CpZRpesqWBlw1jvavpx6mzNygSIcPvOUJzDp25e+SXmkwOK1TOi6WxZnPb9OWxt9n0hxWhcmoG+nFk3QwiET7g3V4hd86TT/1qfPb/2wBbOLQa8Tc1Y/M8vty0B+cQt7wgflSVvLEbaVL45ayKb6A0Xyye4VvhEunInEBbtR7wiwMJZ9aF/MouzcSKuvLvQ5abl8OrWwRsmz5Ip0wywIO712bpmg1T+ajVn6vs1rwhqf4kS6Wo8PnTp0JE7rKlh+du2+//SZXr3XBozo8ZjetA87Fj8HupbQlH6dC52B68zT/dJpAgeetA2Agbr10eoTTs/KrJ2tfzXhBHELEN0dkM4g3B2cxGDkdzcpBfP/4KA3ubSYyg8CnMQdH2d9EOpVCzl+FWI5cTVbjp8rUQwAzyhUg0gJCIkXGzM9SocCkIDWXZiXzBiHSamM+Vol21uqV6DSJ/h39DrJsIeA2B6cBbSxRgBHvosJEGdBHqJIIJMHzVbFJIE7C2irwt0CsTXfzc47Kd/ndJnk0cQjAyzUGZ6sTjx49iM2N9Xh49368/+RpfPbeh/Hrz76IX372STx68lBxit5kHKcXfQzflGjyJlrr7sFfJ3K+jLOrsxjaHQCU4ynRs47ABUZ1rhGTSp0Tg4mSVhmLIUVkhnGxf74D+OuL7huA04ADdnzRi6OrQQxwXsbzVZTxIrDCeLxrVRvxaGUrWgjUhChz5c5y1LeMtnEhLi/i8rwfS2fDaHRHMTs6jCAyrMN4bYTXrYTtvRLKyfUwxtekcV8/nIB5dz/EOF0jRxeU67S+LgI4h8Gpb2/HHAb1BgetzXXt3k40MJjSWEOi7CNzGUW12sUuZCutTmx21vFsV2J8Porv/vDn+If/7W/i9Z++iZlGaoIw4oS68t3cDYyNIqhQH5tMZ9cX0PwqVvBcOgh3E7pCPiBFYUCzS+jqGgyvF2fxZmk+DuEhN8C6ITp3wGuhMME93vY1v6f9flyjbI2UdKBcDvgSHtHwq1B0eL0uE4HbBGmHwyV8oYN0CU19Z0RQWarHoDuOXn9M/kuF4gZn4v1qOow6QuoaDI3ZfDQwEq7pb8tPC9o2wekyvN1YmsVaE6MEv2/y7SaO1xqOZGc2zHUHdIA2UA6V0SBqFzhEyICzJnSY7KaZX25EY7UFD97Efv8s5nEK73zwXmzef4gTV4vXb47j8PA0117AdbSZCuQpISpgZVUVi7Gr6PxbT+QaHXxzVYnj/ijeOG4CuR+DJx1XlasRjWxbKn6PVC4/KWbYQF3B+/K3R6kIPXyekaHp+K5QkKTlt/d+5ff+ziZYrpVKUVZqFGDwtUcxS4l3CVZxVT/l4C7kziZ16WwU5px1Z/l89MGH8d6TJ7G9tRXL7Xa2KG1ubMTdu/fS0A+dsnk1yab8bfjd9zZbJ2TqQM7JFBpQVsXoUIcUnApzDb5o1XEWEALh6KytxCZy4rLehU4lC/kNp+1iPMjmXx26yeUI/FaIduvUCQFCd6DvMQy2FEziBkdZnaluEy+2QDoTREPkks+pm3V8wI34AljyFQ927YI/dLSzp2z9cxBibn0tzdTN8gGFSReNbK7mV5HHqRv15mk6CznOgfeloyANSyfA3+JlkXtpukh5OkvmmyDD/+p+DVcFJ9gBvTnwD9hzLACKIwfQ3eLYFft0JvzpAmA6hguJ6wIGEmR3g4xg14iBmMGBi2d5zcWKzA3e0JC68JE409BqhMt6eLUePivqoPMF/qQA9ZjpnNmVoDMPzBp6+W+Krp7NIYVWjjysC9Bk2eX0etDMA3QYBj8Xt+OdXcUXg4vc+Gs8HOc6EhcEdRQQR0dv4scfvo2zk/2Yh251AyccW7egR01Fs4b+AC/Z+g0z2FqasFp3bS6wXaG71XfaP2FSWQpZmmTKqPz62dZXTim7gKFOUGAHx+dx1hvCZEQXt321wJwCmV0M1oTDyulhFh4ThJM7IZRp8i3PZLQskyfpjcmx/FAh6ADIhGYHeiiFD0UUpJ1HsSocOce5RjRPRNTW+HM2eZYOAMzjvFwVcPbrm7/5UlaOIaBg2SeXauR5oZx4BoALGH0SUY6RgK0G0swmlSWiYBlA4SaCA1nj2SSanWqsrGAAYLhNvP8HD+/Fzp07sYwwVxutWMWrX1/fJHo8j/P+QSzUL2N7pxEru/VY3qnH/af3YnmzE6+P96M3hOHmqjGibDcPGi/gAMzXYiJzYwjEg4pQhX6N8XXJ1w4MtkF04JTDyWwU55Mh316m0buIGo6B31AlGYBI1m6DtWYTb3ceo9yJpTaRMTkORv2YnJ1HnA9jrofhOzmO6J5HCwNSFZ/QIo3fzAVw3CAIr1R6iC5bS4hYr7gOSTcE3qtGI5rbu7FEVHTdrEYbpbm7eyd2cZjWVjZSkFxxrIowu7xvHWZdaa/G7voWdMQ56k/i4M1B/Ld/+Kf4+//8t7H/8lVcYmRws+NmKi/ILODEwZoIrs3k0pSHODk4ZwtzGRnXYfQhgkzcjvKoxQgF4biE3V//IjrP7kePdwfHJxk1uXa7g7LkPXlIZakzIP/Y95h9iVc4QQiiECzVqrkYjGNAcuYB/O54A5dw1kiqgNxrfYW6Ly1U4+yshxPgoD0djKtU7E7zqsKTOnQVFIirrDl4Vc/duAYIcFyGKLBJYI8wSvL8LJYx5MtLN9SPiMbpmFNqSB4uJnPjmAOcJLux5Gu7QtyH4RoaNVc6cTToxRCR2njwKDYePoyl1moOePzzn76Nt+B8UcMC7Da3uuS0snDjvEqNKZdUqvIksnVNIDDEUJwSMXXhh9HSXIyoO6o1owzlq+x390gDzvcqz/J3ee/xk2Llefnb4185Crd58CPf+TvTv/Ot+sRH5f27+XoaVRdaoChHJzkjXAxAjtiG19dWV+L9Z8/ik48/yo19jNpdnKe13MLxfxSdTieGI+QNOTE639hYS6dAB0L45I2W8/rrjdSB2SIFf2gg7WfWADpN06jTPmW3mZb/Nne2Qe9CMdYq8Vc4JUMHc1KWIOtk2AWg8dJBEz85a8D6kq/jR3L2hXpXlFl/9QfvioGWfHOLi0L/KTnQDK+ucNx4x9Xmbo2/5ZlDRqu8c/BmRvdYG5vQrZP8n12hlpsqW4c6wS3g4r2GscA47MM3OiZkms+EtaBRQe9i5DwH+WnQTQ8ISefCplAj+ZDD722F8L1rGFi+A1tJwjPy1Q6IB39y2qxuFi53bIBTjJtxsx/fo/dx6NX74sso3HrrBNiaUR6+s17lkQ4MdPppt0zhI42RduLCUbSJk+KbEj/UOOHNbhsdduXXd+SX6zegt0sYPEE/OqQXP3z7Tbx9/QrHo1im225fVIemIltSHaxta1buSInuEreujyJer4AJ0U0HRMrrBHgUA7GlQ/6Kypcf7H11AbG7/WnsH52lA+DUJZFkH61AJiL8gK+KSyFoNjFZPT0hX/icz6xb8Z/f8sLKl576Twi1RmZmHgCrR5JT+7BmdRRsp1mL9ez3r8dqu5aOgPvqV6k9IpyIVGjcjEKGdPCdcIqgXCyIbB0k4m/B8ivhtBnF/icHA7kpDLeUqQFUSFF2kxs8R+ptZIT3Pb2BeZoLsbpGBNtpxRoefBtDsoAimJFfLi0MQu2XHQ8PwckJimQaa9suBNMmelyKDoa4hiG2ibGLxzfB0ZhQ7gnGpsv3UxhxBqw5bxacZ8sIeLBDYeF6Gh3qugH8DQzfAtHPRA8RIehjIKc4ATmjgfdQCUMHI2HU6tR7y81KiFxUkN3BeXTPTuLSZm6i/8ujk6h1XemQHGDC64uJXBUjvh1eDImaZ8Bci2qLiBbYXe3vGqGZICRjlFtlbSMau7tRw/gttFCC62uxurkHntajhRFKwYAOOk7tGkoTZTfDAcJSRe/oPL75w7fxN//pb+L/+F//S/zuv/42uq8OgB0+uIRwc0XUU/CH/3lLBAef6MPaItLBQK5TxiY0dODgFLjOUJBD+GkZB+3+b76ML//v/7dYJZJzZP+ff/+nuEIRfPzRR0R9H6RidRSuykHH9g7Oyx0cGpW1m6UMibRdz7yBcrff1R3PLjDs9lOOrQv8LH+5BGlGHSj4EV78aDAggpvmSn+Wp9Dbd7zWaqXTMYeHn33oGCCbqhcqtr3g/V8T9S1MY32zgaGB55fhuc4iztRiNHAKFhrQAFrYlHpy2k9azeDPCfi51Jk2quG8buBQ8rsLKufW12P9/oOorm7kIlUOFv3u+Q9xeHgQ88jONTDbBuAo5JtLjYrYJSLjL+Wfd0XL0FzgMsa0gYOEk9HDSZzCh85m0dg4/VaxLhSmMl4oxOK+MELlaZoyaiwdc+VXnekz33t99/S77H7k0Cjx81afcMP3Hn7nvXl7ZKtCOiXUgmTF1+iqdPLgd97vbG/FX/3lX8YXn38Wd+7uEN3XMlrX8LvWvysEniArL1++zG6ru3f30kkw7zrXFnxvN6mG1uZh65NrzWNkbUXKJm2cRw2PwZEOoVFpFed5a2u7aJIWJyip7MdO3FA/8rFWzkYwms984SMDJOueYw7gPQ2qyl2DIwziMY00+eRTvgPrP+WXaZHJXLHPjPgnTOpL8eoDy7B+lrlE4NGgjvUcj1AMXM4WYL4V8wJT0jSdHoxnjpfizMiXJD5z9kwCzlEOJvRQz5VlFXkUzpN5ZNBJGp0K65QHlXApXZJyaECpEfjWEdKhUr+ncy/dZSlstPVyVH9OMabsXKaZvO0SgquSfo638HA5Z/mK1+kIlN0DwijIfpddDVzFp/WwtSBxAC1y9gO6VqfK7ssrbZTlkFj41GXyhQyZ3TjgXfh1AHQ0J2M3BiMf8ncZ51fPv48XyOsY3WN3t5ydm015pSxXoXXNG+1XDRznng58b/XFp+N15ABlWWzm/wl7Qi8GuVCnj57c/cqV5w7PB7F/eEY0i4c1B6L5o4zbynNV4PQO/Z5MRI7vkngAmH0hvEyd7QtP0iW9eCbzyaS5NjYZFvsC+B7GRIm4xWZt8QZDHyjAVmys1GOj00B54gCgfJqL8zkuoIKnZXOM3zkPN5uY0uMvjHnOpwUmT42fUZ4IUKD0UN2mN6cbmt8CjM2HC+SV3jTRkAZaJwCxAO5Foj7e1W5ic3sj1rbWURBt8HaNoejHjz+8jLPDbizXV+PSndlOfgCuE+DEwDZGsb6+GCudBQxHn3pPqUcDwi1gKBzMQfwHASaTK6JuynGzHQkCU4r7S8q1J34BJ2QNp2wTeNoLquMrDN1VnMJLEzeAwQmYVWpJYmcf6DhcE8U72nwNpmg7SwFaOOK/1zuLGcbtBkM1f9aPancUSwjIEsbBvdltIh6q4Pl+sT4X9U4tFpsIfqsagQMwXSTKJs9pox1zGJba1k5UcDQWO0Q2d+7h8KxlNJ1TyU6O42D/kOj+bbz85sf48Y/fYvi/iX/8P/45/uY//138t//fP8Z3v/s6uq+PYnahxcKg2KLB6cI62WylcuTeCEGDSSAGjRViouP5WWzAdx2Moc3u9fXVuF5uR8Um3M8+jae/+VVsPHsafYRweHoe+z++jD517gDvBo6KzW25WhrvjWx2Nreh1XJO8zpz2if85MhjedbtU7snZ7levoO9snmV73Qk5CkVSv/c9Q51LqmHtNA59CQf6bmMM+E4gXnSuqqhRmgBfpaX7Pa50ulaW4rtu5vgsY5BwruH7+vNCkYD5xVZWMAxdlOT3oCoAT69Rk6vqP+FBgZ+wmPBOVuOWQ25efQ4lh89ifmVVeiG0+biRdXF+Ob7P8fh6x9jBbout6kLvK8jdAPeK/MYQRUuuHcPkGLAGXji9xSn+bpRrL+Q/cdcl5A9qoCsa6D8DLmBl0pl6dXDiwreaDNHsJPYyEkdUSQprkYoKkD1SD41TcomeEqVQtRCHmnIKFOZVf+U5Xh475kRef5hYPitoXW8gEpXBb+LA/D5l1/Er37967i7t4txr2aLjob//v17OGIbcX52lg6A+Tno1gF9GnOL0xnITXx0AFH62U+sjqMc9VExCt8+fRxf6lfDeUoHQkzxfe4Qh07SQOoAlDhYxJFTh+WUPxzzKxS5U94c6S5e0sBZK/SoLXSFQS1O4bQrxPKzqZc0ucMct/Kx+DR4MpIVr/LxJeVAFPBiZGo3JGnBq5mLD7s9clU/YNXIlvi1yHRmuS1pIE8Lj7aBm3yuIU1eIF9p57OfDb/1ACa/E37eS5vS6Bfl8Mb8igfFhdN06XxhTB1Lld1xwoesZWsDaezec0xFLihE3Uv+caCjMNhSkI48zpjPfW9a++MtRbgz8r/91uKts+wpbNJmlMtECwN4IA9502DG9AYUxboC6DS7c9CvOc0wgwRkXlrAJzkWC/1cTn28mk3izYsX8f3338Skd46MOfbA8U84QdDWgNfgVSfA9SqcKZctipTtFHj3v5APpgRFPMojcSmWueZKgvwUPv8q7z/Z++qEiPD4ZBDnfZhOfMsEHDlQjdLymVxlwdxSv0SM+coHErYogMpniiIR9iw9l/IQGaYztrAMjXZGQzxe4jN0XawTbW+vd1CaTqtyGqDNS3ilcyCI/O2ryqbh9IZFOuUKC06FhIRuwH3LqIhcEoxnhRJyUIXNXoXH5vxkR8cuoIAdIX1lS8AFhlnwMEpX1Ovi+iKaKOXde3uxtrGaHliv34vvvv5j/O1//pv4w3/9OuZwnGI6jOv+i7gav4ilm5PoNIgAMdqwajRqMBnlXPQwOoMbCIsTg8PRqGK0Zks4AUsxhiq5IhVelCx8SX1u5i6jRoSxAaPsAPuy680v3cQViD0ZX8UAh2I8VwNG3RyjH6cK4YXqQFxdUKaRuK0nnBIfRpuHCecG46j0x1HH+XMK2xzPZAgXMpoocJSx2ACXzq3nOociqDTbMcJdOiddtFej6pamdx/G3feexfL6VqyiPJsYOaf+nPe68e1338Yff/91/O6ffhu/+2+/jR+//j5ef/ciTt8cxQijfInzE9fgH0fMObqLCjL1WaAuLrwyh/OSe6ojPHMoSl5nP57N3w5cczBcB3qv4pi0FolU1tZi7b3Hcf/zT2PtwX21dMwWXVv7JoZn3egen8YAI/7m4CC+//HHOMO7dtGNi4vLGOGJj8DJ2ekRUfJhrqVvhK9SsdnRFeKcPlpHQTvYrwYweuYuAONCM271rELdWN+EdzdSaeXGKxOiLPg/+w8nRZ+rG/noNDj4x90e3d1rTJqhiqYFnom83JvAefykwLBEXELvGbw4hUeG4xvgRVnPE2E2bZFqRqVNXcHRBFm9boOL7e3Y+eC9WH7wkHxv4BOiT3A6uRjGd3/6Azw3il9/+WE8frIXp8cHuRlSRpbQvxgwhkLJ+F+uQpEBt0Yhox2ezlPfBQwTFYGGYFheNexC1lS2hSInXQofxkDDqPJMPQGfpmYi71vZLBVsNm1bJP8ZJfp9IceFjvHUkKtSSiPiUXz/r++lgeXaumY9/MYo0ihze2crvvzFL+KLL77IXUCdn286xwLcvXcvp+91u+fx4sVzjGA1Ht5/EJ3VDrlDQ/BsVGxkN5E3oLHzzTVIjlR3xb8FFLZ6aTLGoTw/y5UFrZatB27hK3w6Dc6NF0YNh4bAUe9uI6shkufUMwKuQ1HgirqTr9Gqhko6FcGLdRef3ks/jCT19FsdXA2Xp33wpaHORYOgny2POSaAz3UwFqGz9Cu6ueCxRrFgDUXe5k2p6gjKzKBPWvoxddJh1LhaP3Wx+MjmeuCxi9ZnafQ5S3p55DgFnRCeaUiz1Yf7rC/vk5bcF/318gjpqJcOndP8hEWHPLsSpLWmCpnJfRJwArLlB7ylMcZZyPUYKKeY7odtgQ5FCwUfap3AbXY3AIN2JutIvoXTUtRXp8nvddQKW3iLD3hXXOfCTnzldx7ydXYjALOrNhpsXCFHFxhqpzcbpOUCdnzU653G8x+fx6B7FlXKqlIv13YRk4hV2lTzpjo8R0/zXW4whu7X/klH0TtFeYhrW6upaKY3WJSOBXD8J7yP7+199eboDMU9jjEKLRsbyMRBffpj2afkbz+UNn5KbskQEk1C+Y43FkCxRf63B6KbjFsILb/8FiNunz/hZ9xApArM2MQLWG0uxeZyPbY69WhhBIrFfoRIB8D0hbdqs4eLgehljxG0+cUbPOtGEtLyc+cwrk7901vX6Ns0KBIUHCDIZtXcZAi43CYyiXpTwQhWwjGRRqaXGKkpZdZXarF9bycXp8CHjZOTIwzaD3H4/FUMT3pxPR5EZ+EqqrPjWJgeRDMGROAXODCz3GDI6F5mvEaBj09QHKdE6jgatflGVK9RzpQzAoc2J4mf2aU4B4/Xk6hNR7ENfnYhxqoD4VZQ/Ajn/vAiulPyIzKeYZR0YsTpNfi6WLqOMYrfAWni3n6kJtcFHIclGGNuOIqbLnlTzryMAz7cUc7lh690+nAiZjheN464tA8NT3lEpOjM/Vm9TeS/Ecu79+LB+x/F/afvh/uiX4M3d7j65s/fxj9i+P/bf/2v8UJGJvrWALq98MIluEBYUVHAiuAtuBTtUqCCiyv0q2PUKyjaeeCYhy6OYp8tQFOVF7A6bsE50U1wtUwYugF87QUMp9O3HuxF+9E9oubV6GGE9w+O4/DkNPqnZ7lZyaMnT2yfjDeHR/Fmfz9eH+7H0fFRDIb9OD0/zxYABXl5uRNtxw0Q/VquTXgtnKBPP/qYCHInLsd48m6rivCrrN2Jzcit2AYVw44cGS2Px8N0ytytzTyGOF5rK2tRrTdRso5jmAWcENXV9di4/yRamzsx7/TGJegAb04uoOMFChu+vLpxjYiI7uAq+jiSnbXd2LjzIDYwWst72zhm9Rjr3G6vxTrOUGN3Lw5QNvvnXRzbEfw3icPXz+No/2V88t69+Mtfv4/MWL+LODo9QVHeRvPKCLx8PYcSVNFDG3HmqqILJHCXxkVwskC9sgUNGb2e1ykxAlMf2DKn1JOROaocydSWBd6mDlCRqoTVE0WZfuuNyr2IAk2XipVvi2uhVYrm/kIZp7Nxm648/O2R+UPLYpEw3SknrTRjD7x8+dln8atf/iLXBDAqnLNraX0lHj68h6O/RnQ3iuc4ANJ/e2sz6jhmOlGODynyxXHT+HPqBNgH63PLVh8dn5/AUwQF0FelbaSvHpVHNA6t5Xa2AOg4aQxs+nVeuOv5F7xEBIdeso94PJoUUSunEWcadDJV5brTK0oxnX+QwD/kuEAfMPIeOqibdUo0wjrPBUwae5vucWzJQ+djPMCY3dbDbY7nqbvN53YJKJeoD2iV1hW2105wAEfSxlvo4r04cDqheLUrwEPDVuLHo7AXBa2kp79zQyr/uC+fm1+2THFkOTzP0vJzgzab3W1Wv86y1Cca9bTZ4ELdp8Odi6/pxfCNToB5e14gx8PJkGc4dgQ6BT9VkGmnZyLP4E+4PQo4wTVlCYP8LRgZeFFG7rMAaLkYUcXWQChD+aY0odMLrbZRuF0ETuv2W1u1XcIdT4i0s5iMBnHw5m3s77/J6cV2kWcru/o7c5OfOYHjp1azWx736pmLMIErayzhLh1kLbCW7zPe5W/yFtDK3vb2V6/eGv1g3owEeK4hklzmKdFFqBW3uS6JwGkFzbUUUo8iebJKfu+BvU9AJW6mIz36O1wNz04HB3U1keudFQTUBTRwBhwB2awXC6rYl2xUa/+l+Zi/TQwurJJ9KmS5wDdO/3BgiAOnZASNvN6snowDQOotm/71iGEs0ttn5fzSHOQCLBpRF1C5wFBNOG/mbWa33xUDutGMjc21nB4oo7o63Pn+UZwfu+zPLKdprbcw0ksD4B/HSm0azYrrGhRCJbxXGNGbKdcBHnNfwsJ4SxgvIrouyv5sMiUdGMWQuJ6Aa+vfXE2iMR3HLnXeRsGvVTF8OCLXGL5TLEIfOMfAfAkOHaXtaGkZ8QLi5vafOFniyObnhanKG1yoAMC7Y83EvcySnnCzQ0S5HHNVBB78uKjPjDIX20RArU6M+P4YHnHb48FsLnoXs+jjhB2ddOPH5y/jt//8u/iP//E/xt///d/Hdz/8mIpNN7IKDmsqKxfFwelYmkNBUK67stmV49bFCroMDSg5pc3IAH8ZJwwhh0721V2Di2xCQ5iM0DsIbA1BbUHrFRcYaTViDgMYq8vwRCV6Zz1gO85ZLg2U96Mnj+PxM1st1mKJtD2i/wu8Z1sh7KJywRL3eb/34F7cf/QIfmlky8wlwuZ4gBZO5i+IHt97773k/QFK24jBKFg+GsATGoPegKgPnOvxj8EBN/C7RlQnGQWDor8gvTvyVXGo3Jdjsd2KJx9/Gp/+6tdRhwZjaHu4j/PSHcOvtWjWOkT9q7GyvIcMNOMUB643hLbg8Bp6TeBp++lPkZN+fSFG4Pwt0ecPB4e51oNdGP3z0/jj7/4pRmen8eXHj+NjzjZ1UqW9fW1rwID7W6MK78JBOcWo2FBL4607QCRCfebgqzm7ySowlK1ofqNskd4WN2W/UIDFH7cydsq/mkK9UuoM9U0+Q/e40qMDdTNdvr79hrOIHm+VF0exUQ8a5Na4qF9KHSO8ZRN07sSIPOnE3b93P548fhSffIIzd2evgJW0K/DMzu4OMr4RQ5y7589/zCmiGxubsYLTZlxkl5SDjK+QKxX+EGOdKwRSpkbSQwOuA2FEbAWMOB0H1MAgakDs99UptNVF/k98qaKgl3qiNIClERS+lAUQmNEjDoYG2z5kFwkqxjY5JY9MwKk0KscKaOhdrEyMm2/Z350rNao04dHxAEcWYunIDOAXHZFsGRU+ZEGcaYBygSKu8opOiHVx2p6tCsqtDq511pAaiHnqCHjoMOjuWT9pIywe3pf1NI1Rfeoq8syA8dZQl99YrgRNx5R0t9lkemmiDtEB9zBI0ElMkynuNLToDpHkQEC7LCkCHic/cDbC0bIcdcG7ZbqhkXX1G9eNEH8afPkq+/g5nHGic+Zmb7kEM7am6CJ0wKf8J97gS+BIuEhTOCbFuJRr8DaFrrbGOL349euX8frNS3hrSHAEb1BtHUnlInmFZ2nwKR8SA6t11BGklMSLHhA145m74Op8C6N+IiF02r38JmWJjElaWW63vnqLwiEdD40JSSTCAfp6jgy95d7mSb4m40RdkYHFkWl5SiCbQ0R+CnoypvcyN0/Jw8q4eE5O/0Oht0H6erMeG8vO/a/nPOpGDcYAifbBgnaIs5Crs8lYzuXPAYl6qESv7Q6GS6OHoOcqWtZLBkMwJKjfKEyO+k6vCfjcIlQD4/RH+7rmbiAIcF7PLxFBY1Q5XTDIGNllcaurwLe9Ho02hgZFJdIdPKn3ubWxQnTI+9XFWK5dZAtAc8HFeyaiHEIhyDgs2BMIsRjTwVxc9FGwGFEXnHC3QtRInPV7cT52n3c/A1/gvoaRWgOKh3hDd2vkT1728U1QmD2cinMYqkdaB4ZZLwdoKUwqVCM3IxD7K101y8jVfmqVgkXYXz0PrmtG/nDTDO/1BnzeYFBvqJfTv4biWgWGERoA6zevjuP7N8fx3cuD+Pqb5/F3/+Xv4u/+9m/jH/727+Of/+Ef4/S0l1xqxLWOAm1j5Gz2vxgaObvnAOVBf/u9pL8wQ4RwgRynhNpsfnUJ3mBmTw1p8h48aECqYe60VuLevbvxaGczFsHXEnVbaTSjvrIa89tE7/CRS/PK+J3Nzdi9ezf27tyN9uoKz6E3hm/Frgv4ZnNvJ+7cvRdVeCuVV6Maq0R+7t2ekRmGXeV76ha7F5exSpSocnRJ4j5R/tmgi6ksaGyXhf2+KuoFaOWKgjbL2d2g0M+mRKMoe+vUJ88J0ckcv29QXPMYilpnlTCiEWcY4xfg98W3L2I6vI6djT2i1ycodOq32Inm8jZ854ZT0Au4x5Q7RB/15q9j1KzGCCX0pjeM/V4/misbsUq+dqG8wbD98Z/+OSP5TWe14OANR5fxn/7m7+OPf3oBnu1jJU/kIDejgUmcnuk1xQplokKCMKRDoWL851zIykEB1D+7CjSqXFWwHuoB/09DpF4B/8qOz9KYcFvqDe788VOad/UK//L0efnObiKdd7Pza7/L0rhqcLIYJQugV3Bknz59Gp9//kV8+OEHcQcHwK4B9cHa1kZO/12qVqLb68aLFy+iPxjEOrwjT1hpB/gZ9btFtIbc0eYXt0GJi8hYps37wyG0h57297fhE+dxF9OdgRdZtMXxYnwRB0dH0XNdCnjI5myb/93SNw2JhlV+Ik/zUX/Kg4knnhk9uk+FUwh70Nm+5CJiFU67OwiIgClNT/IY+IPm2Yqa8hZxfnQY33/7TXz77Xfx5tXLODk8SgMlQcSz+lRDueIYH/Iqce5qhg6AtXXMli5hyK4KDnVtuaiQp3BrnBNuW0Nv6+Tp4XPTpBPnM+4xDBkl63xLwDJt4dRhm1QL/sc/W1L8vmwl8cj8OJPHbvMXt56Fc2EAQRBEnbzO45xriAdE38P+MPnXlQmzFQNHSMdG+giH9bO1OO0fQmGTvK0CHr5zMOAFMu57f+v0ZuuD4FIGyRNXOpA5zoagzxYAu3/OT47i8OAg3rx+Hq9fPM/goUYeS0vC6olusmVUfHAmv0NXW0k10AaOlJB/OeBT2msPkMXqgnYTuQYGFwJ0HJrZ6NCJD49KdXHxq4EKulJN46lgWor8coO3z/9UQGJBJCt9C4QJsmnfgv2OM3EPAxV9i6QnM73AguAYYryXoi+eKJlnru+/jrDsrq/GMoSxKlUqiw8As00Kh0LmBiG5zjYF2zUxvwCjLTYKIgLKVTiWAeRTWeea8oL0DvSBGUGkRNBJcMqEYOks6BnmohwIp4J16btKg3dLMZpcE+ndxIjvxhilpeZSrOoEYGx0Lur1Ztzdvh+//NUX8fFHT2N9xamLk1irEXFUxrnCW23uAoZ1EhWMaocGRlmnY9rF8+7idCDI4mlpwRXD2kTY13FOJDeEaRRam3yawLq9NB8PQMg2jsAKZw68I8+3KKMjGPRMTzS5AoXEd5JsKY2tQjIXE6I2569ewnRuRuLIdRWWxsgpmI561tMcwRxTvrsAJmcfTIgsBxi0ExTe294UQziOw94gTvo84zSStinuCjzO+LaC4N/F2BpNOQ/aDVdqtUb2tV8MxwgiCgkaybzX0NQIOwXUPrXpVcwh+HZN5OhX4E6HEUGXRjfQyL7JrZX1WF/fjmdPP4iHO+tR6Z1GdWLXSzMqrXosbnSyW8DuCVcgXNvaBhYUGbDh8kUXYT9GwEaU28BZqDrVC0MyHl1kBOfa/rYOdIn8j1DUfXCcrQHWE3ooNMcnp7FPhD0g4udJKigdTNeQaBPF9wbn2Wf88M796DQ6KBcXEepDH/iWejvdzr3Ux9Dftffluymytk+Zrw+P4/D4LIaDSSzAh9WlViw65mN0E2fnk3j5+ih+fPkmuhgSdzLcwIHZfvIgGttbcYkDctlARjor0VhZibXNvXjv/Y9TUfz+n/85/vQvv4vT/bfkB69AA9cy2D8+iT//+UecN/u06yg1ZMdBqsgYaiQVWmoAxV4Tm3KsuoFW2scFIzZ0A4qq0AWqiMJg+DsPLkVeZlIYAV6TjxF/kSSVNke2ONymyRLhg9IQFPl652/4iL/c/MX8fHKbR5FvAauGcRdj/ulnn8YHH36YrQBuDFTD6VIfLS+3cQgcFNiI4+OjePXqVfThj+Xl5RxAakkZ7ZO31xz8Bz9Idw2dhsJWRyNNnQRX5SwM962zw7uEUzwibxpO+4B1MCfI1T70sFyb/T2sq9+pr3wmHnWWHK+gI2ndFhxAfIsnF7bScTBtLvCk0ubQIDltWmNerHd/iUM7jnPK2n/7Nl7i6BzsHwAzdbLbgs9cTdUxAK6uamubCxEZ8FiWhhJq59XuiVy8R6Pshxxu5uOMCgcSvlsHnYU0vOSTAxa5JvWo17tnziBAhqSXEbz41OHIWV7IjfXXwZHuSWeKLQZIFofOhqdlJ2440UikdapvYXR/KktbkuXZrsUzcOYATqf15jgL8jCNerbYXwD8UIfM2zpztXWA/37KU4fC+o4nOGXwiE6jzoR1sezkXXFCPsVYDLsHnRaI8zEYxsGbN5wv48xpzNi9XDtC3gcfZE1dlQMqSllkhCaDr2wGoJx00tH1RWTvc6wNuBZ3+n227usw6484/tpuRrPRXiK95AGmFhZqX11qdKygDzkU4NzhD+WeDA0E3MEUJZ+RQUF/DqHjm/yfeyM8v/M9P00vomzeEfmOjKwAXQOit2GaNZR3p7qIQ4C3TOLqAnmjmLNZA2IqWM6VlWjyohWQmUB/wpPbf6KYNPg22fA4Pbbsl+TM/h0IYWI9+1xMg/oongWxMZYaPvKBRTAWVQh/nf2x2Q+LUXDlu907O2mIcsQlld/CGL3/npuM3I3d1UYszeG0DA8xwCMcggvq4qhb4MCLs2w+i4senuAZkfkxHv+FixzVKdsFghzhvUhkj1EH1lzIBaF2jfxtDMYOEdeaOxiCA42J8+DfOMf+YhZDInhHbIvsou8IR+AKBpHpbArVDUF+7Bt1ZLnTxEZGEiBTT/b6GvxAp8n0OvuoFX77kAdEGANgPAV/bzEY5zocGMveeMr39hmDR5yucNnTxTrKr5WCqXJawvh3VtZyep1OwGhIfflOmKTtFGfHPreAF1pg3THTa+BpbbGWrR0N6ng5m6B0de5UQMAPYzvuY215LXbWiN5Q7mvQbKHXw5FajJX1jVwlbwEn4Bp+conbii035O+UvoFRF8LnFC0FdYDy1Ji/efsqzjHAOoaOPXCVxBl8KI2r5FsBeQrzPPxqt5L7MoxwPHRg0llTiEC/UzHtDxwRgc8oo4pj4loHPYz6hIitQd2MpieXrmWuR47zRL10SLrkedrH8cBZ6BGRTMeUB0/qOJ2d9+PN/iEOwkns64DsH8WbkzN4AGWDEWvvbOEQNKNP3ofnvVxMqr2MU91eIcI4j3/8+7+Pv/1P/zl6B2/gbpQw9To5Po2Tk168fUs+A40TUQ8OwM2V0bFdAmI8JUydw2+dS+7Bi7vX2TrnNtXubWFd1BHeiadikzEOBZ/nHuakvrCFAbWG/BXf8Djfyrue8o4KD0bJ5+oNr5m/vK0mzGvxhW6HukBwdTT8VoNxYcsX+NlZX4+nHzyN95+9lysB7u7u5HoPBiNr8Mu6S0AjU/tH+/DBG5T4OBeycsqYg/2KQaFE4fwZjZl38gIEl9ZqRVt+bE53BP2qrVHqJgySzoFbMxvZWi+UAad6p4gWNQKuB/DmzWsiemetdHIJYp1yxzuZjwZMg6ZBEmeONFcvZnM95Tl7RZwYVbpb5ADesRvDsQV+K9KtR6/XjZcvX8Srly/jkHqen55R78IwqxNXOs2UXx1wjZU6eoIeGuMgGEGKI4Mr14KQB9RndkGoO231a6CfM7IGFo2NtZVOdpVoAH1eOCXoJe5Lh81D+P1WORIv6iTfp3zx2zU13NEyZ1D4ncVbgv/MS4cFupleXBX9+nAEcBYbK9l1VTgfRfQ/n5G++BU2u2Wc9quDZhDgeB4dEgeEynPSSfuhYc985TlgKMZAFEGwj436M7q/hUXez+4qXtqdoISQXTqDwmJ5E3RSz1lUb17F2dkxfExwvITOMQF1z+LslvOeu5zxRr6pc8ibBzha8BoyZd1yiiL8aXqf31wTfPKls0sMOlDnyLnvgBfc8UHCV1lYanwlMoQsp5NA6BS2AssATvEkzGrIJFkTCIuhSsHkauokjsLNM300Ky3x9ej0CK2F/Viu4mSkr/Hf7rRis4UCr89HHSPnPGkXW7Ba9kc6GEcG0wPTaFnRn5tIRIgM68htiaZQwkRUXnhMp7CoQBKB+a1Tzfh1W71k5BpGA9inGDbhdXWvS6I1ZwosLLazVcANelacB79m18M1Rq2ffTY2a+/sbSMItTjZfxNXo24sXI8xHnriKErys98bkCD4fIxPMaCHGMATGPOCsueIYAHEfpoZdRigYPeNSMFZm3LuAfsj/JptzuUG8NjnhTIeIN+v+tfxdjYfXZh4essYqSj4u6Lsq0UUMoooNyWCWR1Z7noQI4Dpcbrsaxfl1YUpe5cYK5h/hOPRA58a/mMcjPPL+TgALy8x4ic4Ao4BcF46GoG8bUrT2cBIXkELWzqAu48CGpB2Afx1ltox7I6yqUvFskSZV7NBLFLGJkzwYJmIuTYfny034pfg8QHK6CnR9CMEcB0D04IXHTR6OcKwDka4Z/NxZ3U57hOlbaEEqwjR/KQPXd0PohX1zirGvxmHKMrTa/AMfboX41ze1xGydiXpAQ97g3jx5jnR0Nu4sh+3fx7TGg4aeLsGLhfbcQxAk+/nL6E/Hrt9fXM1l1i9iDo4bfgbnKcQctbhI2c1uL6AXQcTIqarMc4W+QdnHeNYR45ccEghdz0HhWaMozd2aieOz4DosD+5jG4fnPUHcYzyPhwO4oh6Ho1wEuCNcxyjU+r04vQovnnzNv70+lX84Yfn8ecXr+Plq7dxdHAap28O47uv/xT/8L/97/H9P/5z3AyQEfjaqb8zaHp56dLHs+h2bRHDCZ1VoaPGVIWloXYKro48gqEcK4/QYt7V0HAabYYHBfr6KTPqA3GA1uGfSk6XoPxW0fdb03g1uc4C6knVwm+zyMWGbu8Lg+mhLiIXslKOSwdBWbYVSwOlGs4pU7CiUbNTpFzm+9NPPopf/+qX8eTZ47h3/25s2wKAE+++8p2VdjoDLgD03bffxbn7f0DbldUV9AiOK4b9/NzxPsVUvkVok9OO0UnWy4Ve3PHS7kqVh4NO3VHQAcvOwU/4bSq3nkapOvZWifrnyG3q40wTYXFRqtFwBC362VXg+BH1qg50u9nm22JQqavluQy6jr4GzGm/5pHbFQPbNfx9Ab+ZxwR5HcBDZxiYHvUYuWkUUapw1ZUbDGUaPfioYesp8FzhNLgh2nDQi0vqP+P9DNgc0OwiZNJWvDvDwTEQRqnOQMjt0ilf+c40GKKcpo0hlfa2KWVwwCnBs7ma04u8Uxhs6Gca9JR8J584/if5ioTqfcvObmrS8pRXhZ3ynk8S1x4O5vQ3nJizfNRJlpPjxCCC39g87nbZ4vmCejpmRishrgc47LZELBBcddodbAvOALh1KqC0cTBlETCDM/hPdej4NPne7oDrmS0PBLrCAi7EiVNprZe84owC++rtJroE/73TgzjdfxVzBIA2+TsTILu6/B59pX3IWWzghiKwTdQBXWswK84c05ZSgQNTdAfbBaMcalfMD9nmG2cKXCHj2l+7+TFxKXyAYitu4QTkYAEpI7gm4EiDTxFeBcp0afhJoAdU3GfSBLCYu8tVYvsQ4ZFZeJECnOMBMN7rzcXYWmnFKsq/jbGuyTgonwA48xXAjNplJBBe5F8oBD0gvT1h0DHwmn3+6ZmpKFz8wT7eRn7vR/l3y0AirWg20QsuvD29ZpnGvtOZLQFGxRj/Lqej3i/IpomBevLeo1jbXM1yhwitAr7aWo5NDFOdep7uv47x4BzBWkyGmZ8nPwz1ZMI5wAif2wqABR/iHFzXMSaNbL6fYjDtejgl2j5xNDBGbJ163sHT3qkTIeskVcAhsKN/okcWb8bXcQTMbkaEr2jVEnfWYwa808Qn9Acum5yvyNMmcT1B8TtG0FwNsYd7qHEfIkR9GOkcI3eE8GhwTqZjnIWLOLf5EqVmf5LdMYgVV4UB4ZHGsKrr7xvp6jC5KcdwMIj+aS9Oz86IKPpwL4YFAaiAz3WE5n6zGs/WWvG4VY279YVYd2XImuvp38QWPLFF3uvwQBu+aZJvjfKXUFKNdCYGMTl4HTMM4TXKrorhb22uR21rLYbwkobyBp6w68ZIvk3E3MSZnEyGGQm9evEDCrwfaytNl1oieu/GJbyncLvk6xoR3ZMHj3LxoCn0cFrhjUoPw79Eftl0CR70uI20ik1FZjnVcMhp1FJzvArR1SUK/gpD/mB3N+5yLlO3FfhzxZkE0Hz+1njmnhsqF95fAcMIxwB1EW4shTqMEfcT8D6DL644Z8jAAGV1SlR3fHKSe30McJS6+8dx9PJtOgIOQrRFwbEHjknQYV/EYVKpFnJudKssLSm0t/Ivn6WoYOT9Txko9IDNlMpOZd4mR6OI4rdcVy4z6+Fn5qPcKV+OH1I+Vfi+U5aLCKmQSZ8pj16FzXz8roCzyM/v/a2ytUTfFIOE85+/ME6L2R31/nvP4osvv4w9HMv19fVod9ppmGxdU8EbKBgdq9gdD7Kzs5nNt0Z9ZxhNd5N0AG4bw67R1HDZ5K5BuULmVeau4y7MOgCtdjsVoHkLjArZMoouAHQaYFqnnJeu3FBv9xJoufnQxka2PJxgsA+PjnLcwRky49QzuySst/mqa6y/06odSGjTsgGN96axFVTHwaVwnXo4u7rICNnmZwdnWT+b7XUsbFHL+f+c1scxBzldUMcKYDU00uhqZmQ7yW4x6yNfu3BQLuYD/+e4CmASD36nUVQ3FuSQnp4FjVOPa3RIJ/00KMkhPPO972ylKlsPPGyFKfPLiFV+4SjtkM+UQbOzHp6JI2RDLrGVbQ78a6iFPzde4l4npmqkL02u0Ut8o1N6AU1z0Sdlku+1QQaiOhBuyiZ/CIPdixSZvOhv2VA4C+OrHBRdIbYOCA+oSmeKFz/XD/me9HoEj6/j7Pgw5nmmo1O2HqTDQn7piFvXWxzfsnymSecm66CDM4VPCKIpW+tsEdfySuCY8kS3/hIZt6VQ/e+abDPpwfPKwkL1qwKhZq3wFTQprhKRZ1bUSpKiSFOc+ev2PgWSI2kuGFyLHckEASUBcA4IdN7/Gp765kojVpoYwkXLkOgIDn98ksyW3qaAcOgFFVM7bJ6l8jC/yLZcCVWUfZ3E9/SZTV0SpujP4gpCFYYivR6ozOvglUuiRJth7BNzMRaiduhll0B3iHeFYzCWIBinvTs7KJYdnBmYBoZynqdzv20VcQvbSX+I0XOq2QCGwnm4qWIYIo5fD2NyhOLheoU9dG2AJed5zyGwGEX7u0YYycNuN46JTpzfv40w38EwbmMgVxahD+8d7NabzOIM5+QAz+4YuNzFXsokraSQjIhydqqgszncsyHXfwdHDn4EuYEl4D2RO/V3ZLlby/Zh/nMY1VaCbp7TvI5lMHKuOOeeelMs+RKTk8figgNo8IKzFaAYYSvJbFp3Gp1T8yYYpjzAcRW8rlTqcRdD9Ahv/C7OSgdhWKWO27sbuRaDSx3fEInUYaAmcK1Ck61GKzb5pgWNm+4bQBQ9d4ViQojqGu27u7H74ftRWevgwPRjChCO6nbmASo3I6jB6Wl8/4ffx7/87X+J4xffxSJK9gbl1nuJ49Y9TT51uk4fJTyGjt6PcPSGwO80Ufc8cES/W0NP7M4wcqJOHsqOg8WcMaDiUV5Uui1w0z87xREYxgdPHsfThw+iCr+twMfbKJI2rLmEt68CUOBv4DW3Xr4AFhcAcqyHTpwDHd0YSOPvLpTXGm5Ow3FbzJBixRKtiVNxjZOCg2FkM+cVHObubPnbwU2FEtI5soUoVwVVNjSrihvlmhVQ8btQMPIU0kQ9pb11tlWOS8pt4TT4Yba6qSvI19N7j2LgWmEsdBrL+/K99+X13ftUoJlfkVY94FsDi6qBA5ETqOIB0TiG+CH4/fLLz3EAPo8dHC51RavdTJ3kSo7+1tC5aqiBgksDOzPAvv5zDP9590zmzV0B0wBTvkZUBa4T4Mh89YnjINRP2a9MnTOqTrqDS6NYfqt7HIhbYBPsIatlXXJkOIAbPat/jOo0zCp1x5/IWzbpq9BbOJJG+sJg7eu5QiaOAfxrM6+GM8uiTMfQ2Ixtk7K0MAhy4yPzKIw3cp/0LFo4rJ84sfXDlhFx46H8mk6eHmMYLcuxEhO78MC1TeF15DedBo0wh7QSDg23cpHdKNTROstD4qk0ZBJRGpbvPdXnGbXzh+ZKPKX+Fl4O06jbLcfDdyUf5aJAtzgv0+kkSVdnO2gvktMoTwfM97aqIhkJi8ZdZ154Cn2GI0R+GnXTitPcr8EWRcrQCbIVWOehhNNv0lbyjbziGCNht5XB4C27wX3PM2cODHBCD968yK6AEXyn/Huoxf1TxsSD9ckAliNtn/eU5WG56dxIA+uZwsFrYEJVZuDiaqAZtKGjcZGwZZdxAQxT0ivVwlxZWFz6ygytjNxRVMaXPr09eCax8+8WANN6lOnyGyEAEvuNBESgjD4cCT6PUamj4FabOgDuBLgUdaf2EQq7+I+DOFxu0zLM0w0l9Gg12tmEf1ue16LiMAj3MrsDYHKrSZjS0aMKnHkpkKTO/DT6KRik0+DnO7KUke0XytW7MBa5I9ONC4HYtH0FsxKVES1PpqNYXVvJ0w/1zB39W8c4OR/+97/7Ax7dGYyJk4GRPDwbxau3Z3Hy9jwG+xjCcxTEOXWbIng3OCvXMAcu2cKVhEX4Mdb2w/VHg1igbndqRsjVWAemZQ06guigvR5h4fH4Kp5jZE9QWBMY0RkFqYC5FtRHGNR8SWb+l788dUlBxiwVP8LjY/BsBDo1L55f8MxeUDtVrmAe83YwiTMcrmEkp99ZP+lTDP5U+FEajpUom6P4QzLJXD4iA5i1RhnLMPAyTs8eBugBfLCLE7jmILa796OxvRdL61txQ72NgMkSynFQ3sJijQimCe+0osP7dr2G0kI4cRB27z2I7ccY1+216OFIHmPY7b/sYLSvXcb3EBq8eRN/+sd/iK//7m/j4Ns/xtXJYQQO10yHC4O/MIWfwH2XqF3nUYWpwj8+PM66NVtEhJTfpDyNgsq5Ae1XMRQ1ynIpZh1ClaO4FWYX8QiclRGOiisWNjDYe7tb0UDY5ynH/RpWSFMHF7YuqCAHKFlbaPTgnf2i8dZIY+3BI5Gs6OBqM580TVGkrAx1eCZB9fxtpfCZ+2SIRMCFP4ykCyOQShe6peLAMJBJkZflWpy/pZuKyI+RZwrgNdc5OaMYfJRyRTbF9M5bQ81Z6I/CiJf36o1Sd5SKtnzn4e/yWw+v7zoBWVVh4Bn/cHT4RV3s7tre3orHTx7FZ599Ek+fPsnI2gWy1ENFHsXaD1ubm9kykIsDaSigxcnxSY7UN3/7ipfhGwcGauyT1ir41AngDdxrAGyGtYXAoESDl1E05ahTMqomLZ/kd4X50fFKqcg8jfa75+c4HmfZ7aDRsJ65ZwGwC6NN/X5hfW3F0NEY810298NvLn7lhjM6FO6iaZ4jZ7PAt0kzChNP8qmtFU3yFe/ZhMypAYF66dC06q6DUM3o1e4J83Radi6mAznstnC5XZvadR51MpwJA2HIRxwXrbNFnrA9sJZG2cN6aMikY9Lz9s/DZ0lznktTI2F5we89TG8+ppE+liMPl7yUvHF773N/Jy14ZlO/7q/Okb/lFw/zEGa7QaSVDkv5rXm9m5/lZ4AIDtwgSvqSIJ9nIFko3cSFz21JGPQJJOyKQAfqLNpNlK3atpT6HDnvY/jfPP8hTg/foj8I5fjeP/PN7MAZPm5mWwSsvMs3FlPwtfCJXXGr7bObvFi6WNlQvggO4FlVMWTKAcg5MBwenPBe/X+Lr8WfWgKKyhdIKBGdzwAEUZJnfjr8uEBacV8gke/yGRkLOB8YYcEeKKRLFHglttbasbaMAieQESn2Y4AVjBDMSznZJIJRFilWtAqzCZuGX0Esm48ss1gMA0WAc6FXrrLKvh+Zz2SkzXQgqGw6SwXJO+tlVFJMIcQII8gKqkxvk/CULJxCZVNq9qeIbIzxApEq7JFzgl07fKWzmorktzgBOgKbu3vx6We/jLWt+3F6Nojj5wexOK5Ee7QQnXm8cYxnsSEOgkNh85wO1rtaAJFLeGr2OUNbDeQmcLeBs3qrjC/ma9HFiO7DjK9xTAbkcUm9NBrJO7YAqKD53jO99FtBFGeJE40Gh3jLqJA/x33oPIk7P1HxyV/ccsiOZE5ZrnAHpvMUlzkLRGaCqfBuwK1NrtLTcmFU/jJagi4N0jXgxlXKeED0tdVoI9StqO3ci9bTj2K2thfDSj36s/kYUaeFZXALLmsrGzmewUGLzmBpVt2DvR7z0G3L6X9PHsZipx1D+OjUsRo4k4tVlDT1Hb48iIOv/xyv/viHePX7f4nro8NYp55bCMYGcG0TfW0vtaKNwRU/g6vraK2txs7eTtRbLequ4qrE5vZOrK+sU3Yzht0hVb2KdRTrZms5Znj8o9OznIJ547RR8FRbwEDAM+NeP/o4IaOuU5AG6Zjc39jIVRsDBV4HTW0Mcx14dHZdblkhlWK2OCxiqCtEkxVQWkZtLu8sL2SzoRJGHvb8FLMqoK2k8JnEJn0OXkwa8jt5mCvvi6gFuoLbdJTzLS/8zSm7aPDtoivkSKgc62JDklEm8g2dMhlOvHLGHWdxFPJVyF/qkH9zlLrl3bM8irx+vnrke04NmQpd+B3l74ZeH3z4QXz40Ye5EqCOoSPlhVmDbT//1s52vms222mo+xhMt4527IZdRqukcbVHB+dpIFKBJkw25xfNzA4+Naqz+8R8dcbS+eFqq6B1d4ny6cTZAwQhgJsOMa9Mm3KizGKo7W7o44QaEVpDA5ocTMZH1q+qkwt/q/wd5OiaGwN46fjwKI5PjqN7dh59fpu/ejcH/3V7OZbBgYq5f4VRq3kCh7xVw4jl2vnweg4+g390ZrNFVegpV/7KEezIqSu56vhuufrk3d3Y2XEr9ZWo4Yjr+KqTjTB1fG2llT7q3dKIee9ZRNQFL/iu5AnPku7l+wKQn53E8rl5SAOfF628RbeFdfc0X8sqf+cqo+TjzC6qkTTmA97xgxfaFuVJZefCcn5rOWVent4nTTgsL7uLskVoXDwTFnAqXTW6luc3jmVwXJCzMnznXjeOH3Icxo310GlDZ9gC8PrH72IywAFF/8uXoi5nQSSY5Msz6544pYDcbwBYrctP+PPPenEkLdFvZiDfOTNAec6p1nxXDAyHJtxP4DWkO/Olfgu3LQHqDP5757AQjwKGAjFl4V49i/cF4RW8/ILHRor+cjnDCoiuUqmtNoZttYnnyTeAYOtAXCMIFRAAskTqEh6wTXvpOUJBQRKuAr6iHH/rmTlrQK8eaUwmKVadEg4IqdFHiCRg4fmV8BZXlZj1URBMY1kKowOgHMXqII9+b4SXiBIAkfaoX0xGIV5deti50ks1N3hZjzEG4ODgMH744UVsrG3GJ599GU/e+xgPEG++i7LvRzSHs2jNljAS1Asghc1BgzYV2QowAx7n7UOhaPB7i287lOVGQC6sNIWQpxjIY5yGQwh4BMxDDJRNOyKHrIBJpUBUIp9IK3Aww0rkynfAe4N377xuF8Vp5PKlqn/qDMfoEeeUK39TVrGoBBQkL5uUHRy1hJF2VLSDZYxw9HRzcSYNP05Mtj4ATio+vqkijC53qaGqAc8S5e9Crse794g82tG9WohXV5XoNtejunUHuq8Cf8RJ/zRWdzfiyUcfx/q9+3Flc9w8goThXV5bx9Hajo07pL+3HdfVORRrseJaLhAF/BdE34M3b+Ptb38fx19/HbPDw1hGOPfwxh81mvEEQ38PHtvAoWhptKnXiLq8HnXjEodwCQfAJnibh7s9nL16CwO+kgOuem9OojKBRjcYAmc+HJ3ErOfWxxhmV/fDCMxGsxjjAPZ0AE6HaEQjuWuUezPubm1HhUpeDvpxA0zrtUY0kRVxZzfYArzmeuLzGn9wvwjDybV27zhDIqNbDJF8Lr2KnRCRCXlKpSzNpCMyktGP92QgabLLwffXpivk6MZxOKlEQDxpcvAd/4pn8JKZW6ZTA8XvfDGCOZ11+EuZLPWBMuhRKuR371NhcXqUv//t/bvXf3ufkZK8BHyCuLzcig8/fD8+/fyz+PTjj4qBf/A0qMmI1lH+d+7u5YyAnK+PXLgHxMnpcfa328RrxO3OgS4XXCWN/e05LU4dQdlGcy7ukk3/1FcaSQMPnQTxm4EDesOWR7vrfF9OddM5ULmrO10F8PyEyB/jb6QoHbNPnXqVedvkb6TvSH8dFNegd6EqZxHYReUAQtFiN5etpOo/Wwhcu8CBygKtirRLYeTcd2TCVgK7HMSJBqZZb+QYhnJhH510+U5Zdvve9spy/P+7es/myJLsTNMhAoEQQEAjVYnM7mJV6ya7uZw1jpE2NPLD2O4X/qP+cftl1rjWJLvJruoSqTOhRQQCEdD7PK/jViXnIm9GxBXux48f7cfde0sY4BhGT55+VD599rQ8evi4rIGrHu+5nLbGiUaORKWct732kXLUQ5rwVIGpDE1sRH1F5nmkvffPZgjg/nlpQeyKE783tBHZThn+DszgranLw3elM0+f9Z5GzkSvnf6JHqDtli0dpS6+O5PK6YHOCmjK915jhDQweK3b7XPN4Q6jJOa+qYOctUGpaft8rrv1vIs51fwBaMH64Dun5mosj+H7N8+/Ld989ScMgZfwusME1mmUyecV5MJVDagIU2GlHHlSeKzHyGW6ADpKEiD05vTVhl908C4pw+meQBBDwPtec36PC5Zpu3oXp9ecAIEw5FA701uRCDmwumwIL9pe79Vn/GHj6zt1O1+Uo+/yYMryKSpeQHAs9WbLAzzA1R4EjJsKGfEMn7ynRe9qfIactCqdGyqjg3vKNlxjiKqGh0RGxt+o02EANB3fZcBKABKCnZgwmiEYkUphIs9d40x2qaFRCB/lJXPGswTeawwSowJ31H3h9LvzyzKFMW941ibrsTve3u/j0S/ibcKECpI+BPLm5auyv7OHUNkoP/7Rj8oaHko27tk/LjMHJ6V9OsU71DPgRPCasKW4AdByCR6u+Kri1ZpfgNjWULZLbZUvcNFmUxePblvlHcbJDm3Zo+Mndi7lVMMFha63ZqfTuU6dvMSTu0MoznUWygx4n+m2Sg+vebC1WjY21kura9IIRIUi11ib4Xm3OhVX4llvIP18AxzgZXGhB24pEMjjbfGuvHh35yACylPm4l09iniy4D5l0Z4WfePq689WemVtsIFS65XRTL/sllZ5frBf3r1+UdzaeHZ8hOe8V1bXl8vjTz4u3cFquUI4zQ6oe9AvM0swHrRytTBXRpNheb//vhzu7PPOSRnjIe2/eV3e//mrsv/1d+Xy7U5ZOr8oT3rt8mOE2zb0tbE4Xx4t9csyxoDCAbIp7p3x3cH78spZABt4hR89KgvdTjnCY3vzZhfvf1hOD4bl3cs3Zf/VbjIzbxDIo3fce78TQ68Fkzm0cz0F72ZnH+KNHZyWZPXRRg2AT378o7KONzVD3xy8f1eOD/eTGKpB69jlDHQ+wCBZhA4U7tkQCtp1H4kL+jbTetxTQbjDP1WoKQgqt0IDfHGoJx78/TUoOkonPM3zdmt61sfka/pcc9BH5Ek3Ewr3hq74HXqoBoDJgCp/GUJei2KmIAWkPOnpdQ/73jO8amUceSfP12vN/Q/P5rqfPu81jwh+vqsIvvjsx+V//I+/L3/929+WT59+GqNWulN+rK+tZRMgedN3a4JZFeYaB24E5C5+KjZlhcrcue9JClORI3NcF+ASB6CrbMIxER4Th2tin3AAELxp2/UMouDowypHaZ9yCB5QDhlC1lM3/G+onULSLocUNVx1XpJUSG+owDVq64qf4FElIM6A3cQ/lw0fQL9ZYIn6jArpTHSRSeYVGDJ3plSvsxTvX0BNTtRD1XCZhwdcH6HTQ9l3TRDkRI6ZL+TMGRNHByurmQ3l9ujLGOYdeEWY75CbLsM+w5lhQJ7X2BGvTd/53f5plCkoiqK3fcptFWeUJ3gRT8IUJ8wOlgfu+76hg+a3st3PplxPj+CaZz3Eqc+FXnkuQ8bIS/WADmoMMp7TCHEY2OmbGgDmPRjxsaxMvQSH1mN9Rlk0PF0DROPH/AOHTBwCaqISntJQnCL1lQmZ1pvGX0cPLJpbdjYsL779uvzpP/+zvH7xTbmFLjrIeJ1kHUsz+R2adRVB2wHElA3OgSX18Kmeatpb6670W9czUS9qNMg30I/DnHy37VfAk91NK6ejy9A5PKqDi1Ox+DtfsiI/Ld9Ge3jNy4qEGq5onvF682w1HpIlzrWahME9vmcoACmnMttawzLfWC59x/kxi5DrZQDRdhHoCigJxWHKGUNNAgcSnCd+dTUF7NkIShWQdX2faAQcJr753VCXhOGYv0aF1wK/AovmWJ6CQGMi3gT3RGDawLMJfXIYIdBidkhCb9bkkjM8PsfGAQNkXwSRhXu8SLs2y5OHj8pnP/4ML2+z/Pjp0/LJx4+yPvgUq2/8+l252zst6wnrurCOnhfEGFMaGgG4Cfcu6LApiuUMhbQAM/QNOwIcT5cpz5zR1reTq/Ici/8VBLuPfHDnuCyYpLDAU8N+DGOaGe/wwm17tnQ2emXz6Vb55ItPy8ec6483ysr2oPRRsiJ6eoM3i8Bzr3pehshkZD7jeRqtgDFk+tu5CBXHx7LADwrCNcnVYtmfXHzDRB6und12rJkm1kzpaekB46PucvkxAnpudqmMbvrlfH65TGjnyclhaR3tlO6bF+Xquz+X29EhBtuouLDKjYmjy92yjNd/Bw0d3U7LKcrx+c7r8uUf/1jef/NNmR4elem7vTJ89apMUMqd0bQM6KefIMi+eLiF198pD5e6ZQt6GzgPmzaeTs/LHt7Su5Nh+XJvt3yHl3izvlR6jzZKZ20A/uayEdLRwVEZHhuKPSjD/VM8/1G5PcXoGcFQzss/OKgzFFQehurHeAKjSbmbgr8Zx/UXQCt0OjOf1Qt/+rNfgN+b8gZYX7x8UU7OTyjKlTHvslpmD0Fg7nEiRhjI7uMAFmLgZW43dGkIU8bPVCVosi7bC+MjAK5oW1X4ot8+pE/SLdWL0ECUN+80EPFaTPSTfpRX8fp90jIoH/XBd5WZNIUw8zvGoMJJYaPCCgPxuxHcVWbUswqpyofN/fDtB4L7ez69P5syPPz8L89yQt7waKv8t//zb8r//X/9z/LJJ08TFTAq5/i32wO7OqC7ARoSd8xd5aChb8b/6upqIo3+ttwojftPDTG986ne+HgcoetvEJtnqkB2mMHkYmAEl7YrhoM4vYc935ENvu+eDSN42vD9eHqWhbF0wUwsA5W8S4Ng3yxI5ZAXcnTQX81Kj71OP/PwVTYqCZ0G/5wiZrKr8s5dTdcx6AeD5UyBNGytEnMFRJpUZQ31OFXbsWCHCITRmRTzGAGWrexcRNEbXXD72ayKiILK4kfLg7KAATvXWuQ5nLQF36nz9jP/nbaq/PR8xUVzCFvGwzGgHK51vr5yJsYPzzV5FPZvaFl8cujhqsA9xKfl+JyHfZR+sl8o28Py/N2UZZ+rS5JHwX2TKtMn3PPPT3/LEnfwq8mOTTKjBoD5JOLPsqquqLC4Oq331YMusORiT+oW6SgGB3AoC1W+0o7DOLcXKHPKd0ngo/298vzbL8u///5fyt7em+R9ddSF9KvDS26Jn5lX0MYFZUBBoXPXnxAGw/kafnJlaO6+3UkyxSFUDxt50Bj3Xp2ZoPMGnmin0Rg1hLh2kzj3b5P0KLLMLbQ7GAGVOSVev3uAg3QwpaJoYchc9j4VUQiXA5CWSfUG/OS29/jwFGQMSIh6sWziya0vuUGMYY9SehCYFqiIVOjEMkz9CBcYpRJFVdwJq4iIeBsKIhQkhSQXgPey5SlWvJUmcQfkZWxPIIWDxhhKCQPnXiVgCUzLPRs5KAhtsyfXTEYDeoi3lNPJZZlIEAhgAA3MiygUBZLZug+3t8vjB9vlGcr/x3glKytY6kjbKyy/Md7i1c5eWZpelnm9ZwhFI6ZlOBnE3tB59HuYs1nZbwF66oI4md6OugCeIUT6BiPhNcR3AIxnMMGdSYgQQIW7hrbEkeN7d7y/uIRV74YyDzbK2oO1soISnV+EWPAmXUxF72SIt3uR0PRVDRFTmLMf7FNxq+cjHErgBXDCA+AagOkzN/jRW71w7M139Yi4pbcQxgP30kh2M6QvHsBcny5tUHa/jK8Wy3SmV4a0e/76vDxCwTzAAxq4jTFq7/z4tOwfH2d65sLqoLQwqi6oe3R5AV3NlLOj03L69m25Q8gv0PWzY5jy7LxsAPuz9dXyCd7Mk9WV0F4b3LRor0sxOyXIBaB2z8blxfFB2T+/zLoCp65TgREwu+SOfLNlAiNe0THzKHGnct7iFTo2vzzfKf27xWT+t/WgMSbmoXmHPZyGd+lcbcpst3rQyCpSCnxRzi19NwYjg9V2OT85KuORs0CqF3I4PkV4XYDP+TCqiv3aCI5RFxjaTV9cwldGj0AAp1QZBg4jwiuQAbTiu2KH+ugfn9FDlZW86gUFiTwJQ/AdvvMT/MxgmDTTkTTyI3DozEz71SqnTKNNGiZVsCp0Fc4Uds87gY060vf3Z3PIg81nc35438Nrvt8I9Oa+sPvbb/KwyW+/+PnPyt/+7X+PEPaa53J/uWxtbkRBODbuVDtzd1z+dmVlkIx4FZN1KODjLUHL0qjeesZzx2cZNkjd4KLmuyh/FLAqK/qA38oqZVQMX/6ZoyGfKBvEkfC6w6SzDo7NGaF8o2NGPI0o9HqdyD8X3FFpAUJmJKjQHyBLnD4oHoyUmlVulNQk5CQ1cmrQVPlVlWSUro4S/SJAhp1dURBREoXr2gbXKOJm6pow17nmMBiVzyiXeV8lYULdJTSn0eCwqIm6Kv554Hbpa5Ol/e1+G6CB7pdmoDdOD/Eb2QsOgsfIzApjZj/A8wLgsFLktM+Lg+Y93hGvUawcjRy/vjcCfMc+tmz70fo8/Mwzlp96cWD4FC7p1bbaXb5n2fa3kddm6p+05Ck+kw+CcePzGsmufpq8M65raEgnKlmfV4dYtw6YMvhsaJLmObSDrEKmazS8wvP/5quvy8HhHnxtVAcjjLKVm67SqMy0X0IL0BUcEDiNTGtk1RUU4ev7z6btvqPudOq977i4mm2TZ1xtVRqt5daImtFmk4/PkJnGnnQgMjsgHeUFHmgQrlLnvRC71zLf2B5HOFB+Osln/N48A4hR6JYXhcvvPsJ1DU9srQ/h0vAWXkUbReS81tQhlj1TLULgoiLCJBwb5q3KDBKS5TrGD+HybpKeeMAxTkFTYeWLJeF5WaZTOwITSJboTWiD5MPcEmSUFO9Uz982VabKkATPuWeBRO4KeirpSxhbRPbwKFbdw557Mt4yFrm/jWz0sPDcRvZ0b6/sfftdOXu3UxYRArN40CbszfLODMohkQgYSubQkHHoxAUiFmi/sGognAPTkCbtQ9g7VzNll/sj4JvCsNf8tuckJLoevCGwwO9MH+HS75a1R+tl46MHGV9ffrCKRW/4ajbjhEd4tic7h+V096Bc4vGqkBY1TsBnFcCGiRRq7qXgMAnChetXPOc98wAubhwGMGqgBSvZAcgMRoM5A1qO4N+hgFnatUZZT1fWy+OFQbm8a5ehGydBrGYhryBmHlHW+s15XXKZ/jUk5lKspzDp0vpG2XjwuOyfjjN1SiPp3X/+qcwcHJYlGHkeJm4h4AYw+YNBv3y8uV4eYgD0FDL0VRf8uhgKqAM8cAdN7IyHGAHDckCfHtDuM3Az5h7mUJmA0Fnos4sVboJWD0/IIRGnCy4WPIJb+kw+QODEeJKK0MJT2jO5vIO5oM2FPl55G/yAP8OECIirmcuy0l8IPG36au56imfoyogX5Qw4js9HxW183LpZYeu+Dm3w3TKaAh4d251xgi904S6MGY+G11zmN+wDTCr28Ia9IXFoqXJNfnA/CbiFd+UjeQeamwN/83dRQC36TYFjP2ZTrapC+MWznHpXRiP4QT2VLxUyGc+MYa3wrB6MNC0dhT+51vxWNvj9w/vNdQ8VS8aMlSEStrDIl9StAJR+Yfvy2Rc/Sj6A9RvSNZluMFiJ12qIfKoCo8+XUf4mtZkHI35Ugq4QxwfvqpQwClGWGg3D09Os3qfwl/8iCzltV5KKkQmuUHeNZS4+HMuthgC4AF6+UrdKA0WHUTcaOZ5/mjr0ojsob1ehdDpekhQxsFz2VwXj7obbW9uJUihrxbGGRbx03nMvgqzOh6dqJr8eaVWm9BLfq3JHsaF4NCj1EIU7CwNJP9CR8tJ8CE/va5goPKzOfrU+P02u1BGSbvXeNWKMWMDp6WdlgQZqlcfI+UX4DHkk0MpThzKEp0aoxJ+edJ3tZV+b+6DiFb+RtT5n59O/PlydzFB0joY2PKQB8ek16exD2vHwvaoYgQYai3UMDNKUsAmj4/TUlJwJ14pQcavgxa3Gje26fzSzfuQE9ZXGr1sti7uxywzzXmepm/UWfEe6E6dDjHwNgVtXEMQAeP/6dbbwPsHpcJXcNrDIS4kGwTsxdaDNDP9wNFEOuVjaMtck+KDtwi38Hl4TzKwOCL7juNE3GqouT57IIPA7FKAMd6q4FHMFDU+pyuEA+5U+aP1OxmoKteUVCRQGYIYaFCSuT+ztRrhYQRKV8A5imfA92yTiUWACowQQjrcIPawcdwhcW14og47jLS6T66YNY5SqSlgvuFo0Zj5XoqDKoL4qeed0thDGNbsf1AhAUKSFDjHKpGaty5TAACryXsqkoVH8VATJ0rwqTDzt5AwF8MUtMyWYa7fXpa1JEkLwLi+6KtZ8lp2VIVxyViR2BoOyubGJkuhHcCiMlzZWwrTTyVk52N0p+69el53nL7M05CIduQRcfTpozrkaSos7GIrfGh9uzeq48qLw8vsOo2QKrk4guiO4dAfiesP9Q9rn9rNXtCljv7ZJ0uBrqwPcywjDjzbLk588LdtPPy7LT7bwpJdRvOAcgnQZ34N3e+Xw9W45eXtYpgf7CJ2rsgyRLyD4ncWh0aSho3Cwrxz/T1/XX8An/gw7cd2Ihv0A7sQBLaFNGGPAZR/qPc7fTMv2zWz5fHWrrLQ6xbXYDiH+K4zBPuhfv5qWtSuU+8Uos0bk3Yx1ps5S+nhHDx99gtCbSWj18uiwjL75CiNgP3kGLjW8Ao0Y6h/AkH3w5j4KU/rlBkacQSg5L9bhE9d9GMEUe+eT8gZ8jGn3Nd5jebhV7laWygQhcD2nIIAWLscYc8OsIrm+/gjB0sHCh7Exo2XYLDNqV84ulAvwcH7XKpNrhMRCr1y2lvDm+3SmhhdGCPxwOzkuTz95WD6Wbq4n5e5sH0MFIwXhaLj/FLhcuOniFq8LGDogYgkF3fmep+S1iuvZa/t9DlircWYygIZXcA/vZk3/+/5zJ0BEcOg6u3FyLf7dzDkC57psbq+WtZWtMh0bhatK//bGedMXGAZ1Xv2ihruGOTAphDI0gZyIpwoMiThwXYGcZ7imPGmuNQLb6373mr+ba74jEWt4JC+BX0a1aAz3eB8elO15PDk5n//kJ+Xxo0dA6nYJK2V7+2GEsZ6QytFVIk1kG2AEuMmPiVGXCDz0WpJsne56jaCcQB9Gw1xK12E/x/EVzgpP5YcCOSF2DWiHdjIuqGCuRtk1tKUi1KNXABulUPHv4wCY1a8ACv7oY4cqZVkVjYbfOQZsr79MO55Afg+odyHGg7v7OQthZXklU2Oz+Bk0LQJUsJ4mD1p3Ha4cl9OTYRnh/bsjXp3zXhVvhgrBoU6bODUCKNzKslOMlCke7XR6lmfsS4cJ7A9hNKtd5aLX62Y3KkzD3K40qIxy91FIEPxCb7zT6dVhgrkFf6s7MLgw8qt8knYLbTHHAgcmMEz4tL+hJ9prvR5RbpwNHTVHc70aP+V7zz3eMdctx+/mkEkXGjVGxGx3hhh4xh/+9hzTJsty2Nf9YBz3d/8Ecz6qBw29hMGrztNjV4E71p4ZGODB6EsbI8g2JeJCe4fHR+VwZzfn6+++K6+ePy/X6A+Hv6FE6Kji2lw7FzByyq/OVk0iBVsadEYZ6broKQ/b55/ggNd4+zws39nCGoWxvGo0iHvpQ21ofpBmfHLLwLcjUlV3cPIa/NH+nYVVawrActOakCsKHXrO8qNgKUwBUSHhGoQQb57nrKyimwPADTO6EuA6ntn2xgAjoI/Ak7isB1YHSBVmrD7fpyyPpkEylKF9n7dDfCYZszQ+nCQIfMQDAf4mGuF1p4TYJiMKETAwaEWipfNnnfzOdpXcT6IKz2fIgDIz/GCZEhDVzbV7eHcgkQoTItOTANY1PH8NAduyu7eLFzgpp6cn5fDgoJyeDTMX+OzgqFxBMC0EUEfg6CXrkvCcfy+ROfWDRiuuUQYu4OMQQKuMeeYEWPexfFVaezw3BIYJeL1EQ/N68J7pW7zT6rVKD0XWe7BeXEGvv75SFrFUHdsbDk8wRo7LEYT57s2bcrq7n5XsZiC8DgTZ4n3sx9q/GCR3hoChCZOkbk0aBPTc4/l0FW22x2MvQmx1KAKCph1RPAhyHsIkuCmLvLONAnmMwGvxzC4Ceg9mmdoHGiAopGVMm/bFuHQ1RKyACl0sZ4oMmHUK10ef0NeL5fTooIzevSlXOzvlwcJi2cSL6muJ2/cwtOP9bfufNtzQT9fTSWZ1uMCPuyNqqIzwvnYQ0Mfcv+1Blx89KssPH5TZJZQ88GUhDdp/hxErvTlr4fGTp2V9dR2BqMd4Ag3gwdNmx+9Uq5coblQqhgae6MJyuW31MBoWaIaKEsExA36uTsvK2mJWDLzGACjT47K91i8PNtcisC17hEFMd0dBqRQW5vEcgNsEUfEfXoCW7lzDHyEVmgfHchXdmP7QQ81GXvz2ujQSlEIns7xX5jT0HNOclidPtsva2moZDTEO948iQEL3yQfQQ5xFieHZK9zBq8JdWaEBoPEdZS4IKb/eCy8BV3OG3jnFZZUzsqMv1aN5B1IP7UmFH76Xd3hcgahycovfv/z1r8qzZ8+S5La2thbv1ZC+Hr3GmfxUV9xDmEc4q/hriDdJlxiwTulz50Cn3E15T+fHBcOkceWes5UcH9ZxsRzx6BhrNrTxVPkBWsADvrHrUmhYoizdatj2ZniGB9zWVzqg5DgS18DU7dP321tZG2A0HuUdPdLNzU0MHZQRddSFfyiftit3XLDG2SPiXIVr2SoSDSblkOVar7hKO/n0u3SjQSMMMcL47XXvO7vJqKiKvNftBVadLqMXLsmtonXfFHFqUpw7YxpKVxmJB6MCKp0aYQIn/GlMQRJRbNKMTgVAhI6a3KJKEzWi4akcV/F7NvTRtKWhBU9/N9ca47L57XuJfNzTWjV+pCVg4rtHiuY/8a0xpPw3YbRJCPRepZmajKjRZRu6yBqnWDpjRDrL7AOYpIOBGAPPZ7n27tXb8s2fvy4vvvmmHOIMXjsbBf7u92i3+kqakX7At7C59HNj7Ii/pj3iU5423M9jwSc302fCKJ7ybLQRB8+E5rjn+3J/DLTwEwYkV5zubjDRaOWl+ofvyQnwpcqcMi2kfs/VXrdQK7LA3M+9emgE1HuBLcClgby3gBBd6S2WbQTcw7VBcgHgI4gWABGcddxehFRibGCwU+0ULWvv+zsdAUGHUEGS42N1fIZ3QFCmYYhQfkuMbl1pp4QIhFEkCmbu19CZCFS4ifwGBoWAexIIv6Rj23IfQbzQWQzDKTgMuWmB223bD7bL+sZGOUTJvqPD3+3vlX0swXNgNYLhQhEqxnPDRxgJiX6g3LNdL3VOYGzDbrEK6fQJ6D3jcwSR7NFDb6jnPUSkAXBEjS6LewVlODIenNFfMqdKy9NEujuI0pwFLVSVswvW7L9+V47fvS9Hb3fKGQYAbkgWrhkgbJZ4Dv+19DpYuhANkNB2hyQwLOxPfmu7qVwlW6e7zKlQaL9GQrYC9lMqVIFoQHDfaWWOyfWA/cF8u3zs2v4Lpbw6PSgvTo/K/ugUoXKaxZAe91vAg4KaIghnVJooVsq6BrbZ5UHpgWNr2Hv7tpy+elkGk8vy2RrCEgtaI8qFVPRQWuDHzana9LuRDVeqdDVDF0C6Be9jhNfxaFxG4HxM+TfQ0uwaXjs4O0Ppn4BvV+RbwphquyufbUSg9TAE+kuD4m6UbvnsUsw3PHc94w6FXdyENVyTzTLT4XNxUG7mutRYBWLmg7ufw80Q2j8Ffxfo4dOyNZgtTx8tYQi0y0of4Uh15gicQWMuHKVgX6AdfWioR58bGegobLg3bzSADjDMW8C3AoNfYEhhKC8oBLjF+65n77i+S3PPoPznFyZlbbNVnn26XT7/4scRdjvv9/Fc9SAV2CYMysvV448BoBySTym/8qufkQhRrhrQzaHM8PSQRuWjyps/CO/mXnPN7xFgqkm+N/flzeZ977vM7q9+9Zflb/7mt+Xhw4cR3sLvOP7xCd48CtjSzQEwAph8IeijKn+HCKoCtqwRNHPobpF40NKJc78TZscbFyZljDkEzjiwTPeXF8817Fpli3gw6c19BMyxcWU9E5qVhToxVZ7V5DvbEIeH9piguOGW1sCv06MzkN0LzV1wvB+EgykMGmUN9AtMmcUDTSidACRGSvWWgYc+yqwNYNNYU+k1+SD2qbI0wxEY0k4TNGHPtQ9so3CphMV95B3XMkuL78LurAS/8wCyCnqjenF06lba0FYbD1mvG5AqjQBjYAIOcZRIswjk/eDA7oV2nA6uYZL6UZ4qXnHzoUz29LCdXmvoQH1ggb7f0FNTieVoMNmfwm0ZvqtxnOMeDvvKdmvkmC/ShOF9XhrxXkOTJkE7UyRLy1O3y6IbSbC90mDaSh9OKPPrr78sf/rDH8r7N6/ihNRl5OXVy6yx4C6itZ010hEnNmfVfx7WqyyrQ07ck9bEB/RmKxu+0PBLMqB4BVV+Wo6HbRRvRjR8zwi2CegGoq+QHy6PLxrnWguLMQIs0E8Pvvp/kCEw1Trx3v2Z+zJoBd73vON7AQ4h0oZm1vrd8nBjpZgToGd2N6P3IgNKzFUANHX7ngjwFDEZS4J4DJsYabBTNA7sMAyXfPcQgZ5WHiRxzYbLdJbpUfcv4AuIsE5PrT7LSjapCNdooC5ILyEw30yn8O51vFqtVLOFK/LPJhdldHwaIdxxRa6BIXfwAOxdvJO5Rfx+vhvGa2PpO17vvv4aB26l67K9erpgBbzQUVpqXBtz7xz4RxDOLnC8RynsTFE8dJpj1hMA05tV3NvpdkuYjyvXs4YKbzKWPsGrvOVzClGeIOhO3+6W8c5emRw4zx21RduWoLclFP8y5yKafRYidU0Cp630e4YD9UQhVirocc1FnzCDYwjocWsuaDC0UBjVmqXPFI7zQsOzKjHOJfr8SadXHnQRePM3tOes7OKdn9y4oMmkbC93yk8/eVy2MBrPEOQKVQ0A23oB/mZWV8rKg0eltdgrp0fHZfj2XVlBGG20OmVySvtOj1GeLqB8B5woTPDnTpUuRlUtaZiKL3dGV2i7+/m786K7J2oMTIB/jHHqvgmn3NNA6y33sr2qoTmV4zn9zdfMoXZf7vMrGG8GI+AKoTBrwiXKf35Qruc6SLcenOUwCQcvuZpia4a+uTst56fvyhVGRGdmWp4+WS4fb2GwzAxLv31b1ldNSsKjhFGNVlxcoZSBqXV3XVfXpP81eBXAji3Pcu1q5gprHp6CGDJVNMNLNhjiAH8ZPtNLAzeG+MvduKyuz5ef/eJJ+eWvPoeX5stXX35d9vaOeVfeg7bAnXzXaiPI+ZS9LEOjRE6PYLQ+6f3+9Jp8JW8ooOszMl0Vqs1vPz2a7817zbPJPaEOy/F6hDdI8TmF7W9/+9vy93//91kiWOV+gYHs1s+nGAFO69OzFIfmB1RYkDmUU4V6hatOV3PMfpTQfdblpx4NAI17YXGYTsXZtCc71V3QhylDPjM/CD6DxwzHq6jPeUalKAwqRVfq65qMiLJT4ANGhPnm1nZ58NglslsZvxffzUqFZvi7ZoFy3HpURBfwSJOLo2LLUsHyl/gTd/RPHBhkXparpl6n/jmMkL0i5AeQovNkrpUGQI2AokC5F1nH+8r5OtxgpAijn/JcJ9859lRW5Y1yBxkp3l04x+x6E/EiXjmFMTqAM7JZ4wAaSs7EvUIzKmCfiJMkG3KPG8G/CdLiuxo3PyjwlMkzHl43GqFe8GiiCs0hToy22CZzO1J+ZKWEXGnPs4nWaABIW40R0NClh+9Wowa5jixyOqaLPp0cn2QBMOF0nQnXohD2MfLr6z9/VV5++225GJ9lg6YuyjC78nI6xKkO5FfKF25aBqy2FRxTr4o8Dq9AA7OwigcQl+cbg8hrnvKkDaxGRaXZ79/hEB8Oh5lc6MqwV7ezOBk6HBhfPBIjwAcbJPtyRWitRGRo5Yi9ivRKBgEehPh8AxA4D9AqCpMAtzaWyuYAq5PXFUDumqRQEaHRXBxNR/v5gwGg4OE+/ypceTSd5H2tOy8FXt5t4PTBEA+nhOw13084SsaBuCrc1eDwPQnOa7FI+Q2gtAHCS/kgqWEKrgu7WZ1tFGasQTxZw/+GHztL/dJ1w5Fep6xubJYBHovrNA9R/DMI2uXNjdJdwzuB2K4QLqe+Dx6nfB+D1hFe/wH1HyHI/dwFjPc8swOxn1yXcsbvCThzhE2jwf6wJ/RRKk4R3tI6BHtreA8jwJ33pvuHZewufkeH5RYPuA2h9sHfMgqkv1hQPnN4mCh+LN0WRoTDfF28bxWOXqizABdQ7ku4qVTDSV/ZFxD0LM9r3LUxFBZadZyro+Jo23EYBgiOFrSwBExrcwtlmXJHePu7KLch95zCOMu7s3jK0ohhV7OSb2CcCcJqCjCzWxtl+ZNPSn/7UVna2JIKy/j4qLTAaxvDyND8UQS5xsgsdWC8gG9zAtzhzDFOPbI7Tjfm0Xg7HaFg6VsXBLqkry8XgIPnbhcwxub07KkjYc86ZulsCDfnSYY3sMlER4coHXTqDUbA7YxjtqvUYb6Lgs+QMZ2hR40An72eAN+Ick/RwWfQ5WVZAfc/+XSrPH4Azd+clvbdRYyyHkK7jbGj0XHh6nOGrYHD6XwK0kzhBP9zGm30Af9J9mFwlY/agx7ghDe4rwFnbktYuEzL1na3fPH5g/LzX3xU1taWy8tXL8p//vu38IFmJcqWIvR65oEva39wKASphjp8Rt702g9GgB6QgqsRnNfwjLzVHI1M8TO8z+H9hhebQ8WkEekzPuvhp88qpH/2s5+Vf/zHfyyff/4X3Kl9kigL5egJt4BbJasHrIJTISlYa8i5RhItVi/OjYJGTvGkT22PuBVu69M5kBYbL1MZ4XWz5jWyxcPZ+VkZogTGkzE065RZ5YzDOLZxNlP3+ih1lbGb0OhxC5tb9rrMsQbABbCrvPX8Xb/DNuhpqqhdHOrSqAX9n7yayDUIRBEFTNJlEsRsL/cyeyBwL2Z4QeOjDmXU6dIqW/FblSvUAbAOE5p7EOVB3Z66Ue5x79TK4Qgupc0aiguz4BMisgxxBcaKu2baDpX3D54xhr9yXLrkqWoM2KfKLPrYe6Eh6aHK98h94BE2L9oneZbf3hf3jVfub9/1ew376xyqF1R+vlXpRpntbIhmqDeVQacm0TXvOxTg94FyG9xZT0NvntYlDNatnMpQELgzouTujOZYea0N3dln5lcc7LwvX/3Hf5Td9++Ri3dlGUdi0RU2ec/+El5xROHBi0gSBlWrRoRlS4dJ8kaXNsMSevxitOEXjQWNqeA5dF5h98zUTdt8j2fp30hTzYOBRnE4TQyconMg1zLXXux+PxzARwqh1KBShm+OpjMyf5xKm84QWRKZn8nSRzi4+MH6YLE8XF1ONvTCHMLMRCgQUMOLEt4PBkRTvuV5Goq6pxmO2imGtFzvPHVeQRSG0UMIdCpPhbgpQwNBxhKhvhfCoj2O+bnPu2F3ic5yfNdn/O0hsxs+jHFDGw3d60lowUrY1EzZCCQEhAtyCKIJg/sHeyiiUXbpqlnWdc5yG4PgaHhS3uzugWk8g+3Nsvn44zK3NCim4uwMx+UQAXJ0eVd2zqblzXhU3iDwnQb47uK87E5QG3TUROFs0hDtymwKccX7hs0Xhc1QFPe4EMJYpJM9ZylrejZ0sLK0Udg9hFQfghzg4a/2W1m+eckFhFDGLug0g6JZRBFmAQvqUSTMI4C83unMlw0MnT7t1kIVZX7OIqTa4EQBbJa5BK+N4voQLgqFOMMIQLlxtqjn9HZa3p+dYtjA6IbJeG+E9fx+910ZYbgsrKyUBVfVW1stre3t0v34o9L/+OMy2zNzYK7sHRzhgZyXBzznVp+TcwwtytN46yOUVrpY9dCP28tmbjX0IDG7qdA5AvR0PC1jQ6s8Ly5NBJoFhjk8sNaAvkNIX1zPlhMzu13SE3owF8GVEqV7iJA6FQKu2w7Ob9vgAYWBAVANSehF5X+DgrrAQJwMMcqGCJIT8IkxcDcpXUBaAs8PN1cwlPHM5I/JWZnh7GCEdJfXynynF8NVYa9xqvByBbmbKTQ5mdJvbgiDkIIWNH5UwvEgFLHQRFXXCjO9eshvBmGOo/PTLz4pv/7Lp2Vrq5vx6+ffPi+vXp5FOMBhUBV0E7zxHYNDJZponG4gNKXw9JQMPSps1Zv38FNeFu/ymIefDb/7veH55n5z1FCmcqSW5TvyqMdPf/rT8g//8A/ll7/8ZZSE+RMmCJrMtQ6tmByoMhBMw+IqP/k6oVLKU5BPp3Xs2XX2TdpzGpc8L/6ESfhMUOtmuFHPvSqDJmpoWNyxVRccm8D3esImLGqg6IXX5EiMaPh+a+th8gtU3HrTyqBF3t/e2kLZQvMoWuWcSxYvo4QyBIBCyRgusNhujQSQUmWmBgCHhox4UbmZ+KhcWhA+TueUmxxpfZGnnBoIHsrF9Anfoah4ntKrMxVcqTTeOTftW6Meh4eH5c3btzEE9CI1HFR0FQ+1LrPpnT2TpEXeOzo8Ck2Zi2AETV6JocI/IwLWDXkhT/INGCFMroZegDNL697TiMmN4r6RzQ0NeaRtGvHgyP6r+KgGW3MmZwcjwDZKV+oGy5PEve93jQDLzwq1XGscwqYej4ZuMpcfJ6aFcLtGj5jU6Cwr8xtcGdaFl4xifvvnrzEC/lAmyA6dKf7BRtAw2tbcjRjU1GHkTvhjIAFTkgGByZlm6iywwHX6hOvqOZ+z3fKj+PVdYUv0QHTaNE5/m8xf6b7ikmKQR8oHF7wzMVCjyqWDQ17SaN1F0IctKS/4m5Ib60JEShx6Hr5kTya8kQp++PS6DWojNLYH/fJg3cWBeBbRpFfRg2ndp1nLxcN3bFiIQAKlnIbpBCdjjTl9pnaevWhNwiMyeCHvCmNFEoKSUws15XBPq9Dwle/Z6T7r0bRNws57lGk4NVNg5twzACuz4/abMD9lZ21wBLULO2ysOe9+kKS4d+/3y9HJAUQw5BmVqR0PrkD46RkMdbRfnr9+V168fo/1RefgI0/ogFeHx+Xl3nE5wOJ/D0G+Rzkd04kmA57QNOzUcuVQAcLBHaFu8K7tcKAryHQUOxgP2ukDWmf2p3XeSvx8X+Cdduu29PAaB4vuZT+Pl+wcVX73MAJ68xDvfJmXehBsdzN69RgrKKBBbynEeolAcEjA5DuXVnapTYdE6mmyDB4B1m6bcx7C0wCcTkbgEg8LZeg0OGc9mJA2vpmW48vzMsaoGKOcLnj+AgZzr3T3aDgDDzsI6F2Ml1uEe+fBVuk/eVxaq2vlCsHcXlovnfVBefjRE7zBz8qjx0+y3LShYLfNnTm/LDQzSXQyqhnY4+EoTKzVOwQvY8P6Mgz/iUsjOCbaX81BT228gbZDFggjBQHXsxRxjDqU7gKCXOsUY3SKl35xhlEJcxmZSfKewyA3JiIelIuJ+wkcIUVGZebmDAZF6FPH7LzZHBg/wKDsHKwulpVlPDhlHXQ6RsHNg/v20mYW9MDXwSvH4Gwh3OdQbBqE0H0fRROvjH43dG2SoDsPXrt9NTRxe4WRi9lEF6Hk+H5JP0ALT589LI8e9dM/Tv06OjguO7sKbmiWPljAKJKAXUHSQ5arRn/lVQ0Mh8VUCvKdgtz6K89UBRaDXNjuf3t6NN895T2fa757xKsBYH83p8+YB6Dy//nPfx7+1QioCYLrSQp0Tr1KSW9JPtdwavKN6pDBBKVi0iB9w7sKf8P4yg7YMEpWwRYPTf5SEdNOlbiGvfLBDYg0GGsZbvgzh/JfLMv9QWSNTofyQydgbW0LQ85dCOd5FoMBvp7HSFx2CiNKYzgaR1G7n4GrF6oA5TUND9vsNM06rg3/IGvqxlyadRpG8p3Ge7csqPCRXwnbCzNKWhw6G4KC1Aspxzb6GSnBfTvVJYLbyDWHHzSGTXI1t8bhAA0CF7zREDg4OCjHLogl34Nz2+t6B0aHlc0Oq0hwOnbOHJieTzPrwKWRs+ue0Qz4PUYkDOWaF0bdXN9fo0lYVGi2O4pOugFG63Oo1usaPI1H79kYDx6NseD90JK1UI7DNm4RHx7hUd4CTmDgfXEjHfiu72jMSGeWY/nCY1+mL9Qz/Nbj6y50kG9zMXSOwIkLQLmLrHLQPLLj/cPyp3/9ffn2269sKX2iPlTY0DaA0HBRr0hvluvp4bCFuSI1olP1WIZShFXI+Qy/8Zl22B7v+xxCTN6c4z15o0YBrPIG2q+8ayKpEUpskBgURlvxY3ByjQpIU/ML30cCovR52D+9EK81ldVnIDRlY5S4TGoBWite5D7XOjTQhYA2EW7rg07pzOtJ3HDddatBIghz1bNGGSsoGmHgd+vxE7kCYlTMEoiKHgTR0VXAVCK3tTKTVppwSujrIZWCAABC0klEQVQyi8mLWtkRGBCSGa1a0m5/WQ2MKmgsy98NAfjpGFoWWXAcjHoUAHNcu0aZISnSucoME+pc8GN5zTDeQjkfnZf9d/vl/cu35c2LF+Xbr/6MRfinsvPmTRkeDMvuzk55/vxN+Y8/fVv+4+tvy39+86q8QgAfX92VQ3riiA4xF+ASYe/nxWwL5d8u17SB1tN51QCr8+/pQZWTREU7atSCzuWana3gV6rP8lx/AU+8M1c9//48nscCAo0+WsBrx6hom/nnfHHeWR0sYdU6wGAVlE81dSMRw2DgDAMHWszYGDIggmd5CYOB97oYFaje7PLX75gJS385JCDMKBWz6E/x/ieotSu6b7YD08qd6WOECXWe0UZnQjyHub7aeV/+9PpF+cN335Wv37wrh6OL0l1fLUuPHpU+xldvpR+Cfou3so8RNjOclDkMLpcuti0K0Cn0IKPfXFA+/XnK7+EEb9CVCHnXLG8TQdvdVjlHUB1q5M2jkJdWSmd1UES1K21p4GxubiOw12IAuq7/6fFxdge0K+yYyysU/cwEnB0hCA/K3fSQPjiB687KAnhxIOdm1noVCi14ASMLg1ivu4snMg+N3YLTGfBydtsqx9cYZ/3Vsv7g49Jf3yhnJjDIFNTt+gdOOdOwVshd0/9u+TwBjglCgaaFPhA1ETAmJQI25215sLVMf0nTGu+LGH1LlCtlz2AgocjwPuUnw58KHgWMvKOXGlzBQ15vxnfreO8PfNsIY0+PDz+bU17z+Q+P+hzGPAaGylze9XC81hUAf/Ob35Tt7e143Ct4zlvb69DyGl5cn3cdxqgZ205jszV6SXpr06keu9sAO7xjPoCenePZGEUqQnjdKYGuAKcHbL3uua93r4KuMwyQDxhNI3j8HIVupM91QRx/14xw3X5lgMl+rkkwwLv30LP0EGfuPmr00JkDHdcFeLANX7lJlXytDKWvwIF0qSHvvG63szaSo1FgG13Vzw18VMYuLKWjpizMAj7BX+1HnR5VrsrrIsTgdeChLF4pLWint9xP7pIGJoVHls4Bp/2ngaEyOTk9oQ2XwbH16GXKO9JLtiIGjtSHUrlENmgIKI/dQtm6nZExwuA5PjosZ6fDcg3O9YCNTTgryfduqDvRAsrRoZIOGmUo/qq3Wx29hnb0qNVB9ot7cmiUeT20B11KP8rCMX1aDUvfpX3cS2Im3zUSlA0e6oDGMRRu6630XPWKv+WJRIcurnD2TsvR3j71TpBxGODwjEmh//bv/1r+7V//P5ygMfCjRXGCjKI6LGhkcgaZbv0On8Qoomwd1qzBQB/r1EYDcz31U7ZRKvM2fIeLwYEGhzhKJMa+WkAucGiIii/x6mmv2wb73Oo07pSZ55cYWNz2EXXK3GKn9zsRKDFmZkAQ7Xfu+ltBbQfxG7vIugK8zwdYFJHv+LjPGaI2iWltuXo47dkbrKXaaVnNKHU4fMALvCsD+L4d6qeH1miEDHVIeFBpGmNHZSEEXm2e99OODvPQjipc8Ih5VytcI0KiMFyW8WHK8FnDq1rqEpf3Pap3I9JoH/Un45XT1Qgv8aT0gjP+I1FRh5n3Lo4jM6xtbmFkLMWadkwt2a4KnNNxGR6dlgkC5A6Ff4sg0sNzqobDJy4IlB2dqO+Wuq6BwcxN14unq9MW6CPZ8o7vOuYf4QyI6NjK/F4XW1wXp4vgyHFacxe2MVKePFjL9s0DIwHQeqeNF4MHr8K3LJNdOtwIwePhOhZ55d70KClzIJTHLmnqc822y+JNbyCUAM5vZzC+EBhthIVeauZVA9tSl3pd1hWjqbMKwVLYBZpTo0Uv2iVQJSt3vHIZ02sFi4q2PV/G4Pzg+KS82dktL1+9L9++elm+4by4vaQtvfLu7avyh3/5fTl8s1P6lLVG3Zso7yWnRSKos7Qq15zqhHTKioMO8egpuvytS81K4+fAfgYDnvHMXQ/PrNsvl9C92c8mPvX6S+XRxx8jyFclToSZ+4GfZ/jCPrSPCgbOdcb+3Qce4cI5wwn7InzAD8aPitV+yjbMvOciNaeuLuZulfT2gqtQzrbL/tlMOTybLcvrn5Zf/fpvy48+/0UWEHI524vxBFp0JwlwGGFXAvspgugU4Ti5hqbAqYo7BrdrDPCcuQWXKERXTXT+v7Cen12W12/B7csdPD8FEHTQMUtapSIfAXsEqCethK7kS41yeajKCI3/xkmonx4NLzafntKXp9f8bJ5rrmuU3WIwqhBVxvKq4eqnT58lH8DsdmWAUxpdGjzT2WinsiVDIeBAD08B69LWVYHocf3g0RkBiNdOvXrUygSfdUxbGJdR/Oso80VpJjKkeozDk2Hm9RtuV9mbIKoyjbGkUYCxsLm1hULBsINvlGEmnqn4NSakEYchhE34zR1SWSudm1C9To9KV0NDXnKYRZgdcnAoQcXo0IxlRa7R3zoCgF1xwJ9RHGVf+JI/eVRDUfxqKHnN6X8dowDApozz4TpMCn9Th4q8T/vW19Y5NzCAtwKzsDgV2kRIlaJGlP0k3sSv/a/8bGZ12cX2rzLG4VunIrrmwAg8uF6JM6M0cHxG+F2gTTj1amlWrqk07YPKs+oNW6exoB5BXmksQdviSrq1P0WI8JiIrYSyf+4lVcoTXvMFhEk4NfisN2Vzz+9ScZxhynFmBoyEQ4tTRp9p0Li8uw9pGLv40v7+XvnD7/+1vH39HIWvg4SGoG/b/EhEFSOpzlTxNfuJfxVBfLG/vFCvaczwJXwAwaQ90obPeF/abYwicSCd17NGVCyo+VQ/ojJCE+J6QrsRYVUHUbU+TBIDAwcAVGb/QaFKYF4P0ADD1xRc/7juNZW1D/FIvA88xy5GwPoA6xcPq4UrqBepR2JYSEvNQqN4QZKKQuZPYggNyk5nWD1O2XEFwDbM2NJapyPp9iCEx2IJiYgg457IPdN4FSrw+937wmr4ybZ5XasqbYDoVNoVgQhB2tOMbzZrBUQY2au0j/+pm3qB9442mWzhuJ3PPt5+WFxhLmF1yri51APlpNdtS7aZLRAodar0YBfA1FcDJvAmjvXoE/Szcx1Y51khlXHFWXXNpUeErWjkM7gXb/wO/iA03+ri6a0PWuXJRr9sryCIFmfwPk3CcZENmV0m5SXqztgheJLYZTgPM4u7KG7tiliYGAchRN7JrA3xA/yGUGUMrWFxpNnimKxQO37mmOEi/RcG1Xig3xRKixgTC3xSAg0xcoMRQF0mzZlbMDtjIpxMZgYxLUIA7SOA3r9+ma04uVVef/uifPPHP5UZlPFmv10G5jbM0x7evdIKRyAmxAqKrjBEneXhqlmJoCi8oKlT2u+aBScUeL40KGOMxVNY49QQMsIO6sqY32I8n/kI8vFogoEwTmLQnfWAa+kcCw88gosrDEYUrXP5tdRiIFXEgC+/zCEMXL0N2hvjLQ0RjigYnf3hJUbh7EqZFs7bXrmdXy6t/krZQBBvbm1ibG6Wt7v7ZYRRpohzOuk5XtsIWjcKIFNXZoQGaZeGaoY0Qj8FuM/L/uFRebdzigFwWN69O8FjUkDZn/ceJeXIayaK0WHhN4VI/eMHh/+nzPvvjdzwmp8N7zWHv70XfuTT570WfuXwmkolXi9t0rOWRj/55NPy61/+sjx++DCe3PbmeunSR0ZQqmyQEu6SnGumvXLKFfikKUPT8mh1KBwawGjCk1O+uPLbwHUrkAsmwV1fTaLIHR92ZT5lkzMFHFIy+Vcjw8ifU/jcxEe6ElXygEMRvrc6qEMGelyjiTkLvWxSdI7hcXR0FE854/+Ur1zROKu8rtxC2aC09CLPz+o2wZav169ScL6+co6m1t7l0+3IDe+rwKVx5VYSoLk/xsB0SVw3+wmf85wK2u3AXd1PA8oop50LBOABJ8sTXjWfaREDWVhXVzS4eI42OZNi10WQ4AEjWg5H9DCY9UbnKdPIiGvsq3iko+AfvgXC8EQS+VREKE13/VSu+DmFjxw2qFFf+gv6sZ3mkEkdRnh9VppRHrjHhboqS1rTzz7s4joOwbqUucN2yniNbOf067RJoz4prn1HWHQEpUeTQLkIXsWceqOe0oCGgsOJLhLkJkA3wGky8uj0mNsYmTcXZff92/KHf/vX8vrld3DkZZwsHZBF6FdHS+HsIl9GV8TzbaIDSvZogQBmdCL5ANyPPAV+26/+8KBpgSnX+WFbPBJJ0Lij31NP6pLm4T/Ks9+TO0e77IvzS+iMZnpiM0QuoU9a94sFVQMgBdsJVFPDfhIcjAlO7NggUWRTmQDlPREYIPSUzSSfL+tLi0lCc+qZlqweNeo1xGqHWHCYXaGg8qKBChsVrwrGhlYjYDGIk43VfBoTet6W0QiQ5vCXjCKDVS+/lt8IHpFe22YYVeUOE9EuvVyvaWhYl+8km5P2mgxjBMCqMsUEmPVm75CP14bRebPjFCBvgeqVJXMIYBqI3tAq2Auzz9zqmbYLuojfdCJlim/H18Ak7VK82m4J1VCfCUh6MRpD4qp2vLiRaX1Or0BF6fK+gJ1cDKfrqQiX+/Pl6eO18tHWclntz8Qwgxeok1p41nZTuEiEafXaxZE0gIcM8XbxFBy70jA4OXbvc3M1DBNWQ+oGnFVGCdsIEVbvAn2j4VfxqJAW90nQo1yHY9oufsO1DM1oCEgj0IfLSWsSzaE4TVI0tyB4ow4NCtunMXV7cV5O9vbLyxcvytvnL8rpzvtsuLO0CFbuphgxQ4SP08UQLFcqYgS/XjAMJTMY1RGvLphxRj8cQLPH0Ot00C8XeGwj2nyKAj8+GyKM7spadyV04jiy19wLfnh6lvn8zqd3H4aV1S7eXj/5EU6tdNWwGcfUhRfYJJsIalroD8fxjKDNzEhbKHGUxDFe0puDo7I/waOdWSnHk9ny+y+flz98/bJcIzy23Z3y878o648flyMMkGto7hJleInnfgEeT1SCCDzbKB9KUwpJI3lZuMnIEn3sVNQpjR9hfIynPOMSyAsd6AuekmfkZz0nCYvvgqyxWkUWtMP18ALkk8Mv/qZ9+Xn/6dF8j9DilHa8Jk34vTEWmut+t369e8vc3Fgvf/3r35SffPEZShalRZvX11ZCnxpxRgWaIUWByrg37xmtcjjQaIuKfzI2KmC0BZi4fzWhf0CJYW6XhT042CkuJOMmPAOUud67HruJf5PpeSIMevMOAaggM/4OgMJsYp5KXQPCaKNtyFg+NOOWvbZtOHIp4uuyxDM+p3yJouR9+c1pxir+0bHrHOBhQncavrbT2QQ6QVXpGRU0EVN80hjKtu2ychJH4csIfOjAoRAjoTGAeEYDII4TskJvX2PFz8gzyskQEPxvsZGLIMjvvu+nkRK3QdbbFBbD+hScCEW3v5R+yHQ/4NZgso0msmbdBh0T+DCJd1KSMAMr/8VwM2nb7XcduhEPTvXMbqvUKyEkF+tyyjVnHmD8GW0Bb/aPxpj9agRFhe11jUkNvaux6z0Y8a1tVIKCcv5HJgCLZeqAGRlBlXLDKKEKWH1A7fwzN8IdAXvqAWmC9pjIrIwxuna0v1O+/frPnF8JBYYlfabRpg4CTyp+z0WMI2d+yFdGIez74Ny+sR857VTrrol/FQ7zu/xsQv3SV96l/MozRuUcBlfOVNzbFPUxRUtK5Zo2XnPdWU4T5PjVjRFRDAHVk/pjbq7uHeDpEU/ZDuJIKEFcgHwtlnifQSLCgO8yip8qpTrGcZtFgVbdsW2lBzKqgNcacupPlAYFSFgSrx61itWGCbiN8r5GhfA4Nh+ion6vV2VXmUeCasZuPFLe/dn85iUQI8Ag1zbx1U/f977t8xQOl8A0+cvxoVjpHJasEDHcYxmpi3dtsyEpCVpG1VPUgLB95kOsrixlpURD1gq1O5jStfDtKP6jfXrtYhGY7EA6Se/BdotnCUJDS7zzaGBsDCVqyXOGmZ36ZeSBwvG68XrnbmDsUvooRPMxPtpeK1soqK6Z+zK18PO+hKKC07MSfsOiEqNCVoaxm0yKtN1ZoQyCUmAqBCutyuRmO+MhdyrBu2pWfsMAGicxGG0HDTBy4HuGGPVsQrTSGUyU691OWep3MQRsu5Ejyk8HSNw1SiIesiqgOOPT7TovRgilC7wSlC4SByrkWZ6/0SMENeLSRKSL6XUyhRVgFxeOIXJiY5xSzjHtvkbBLj5+WO5WV/CsYXyZDoZZxgt6/NEjhATKFjycDUeZJmhmuMpVheCa9Et9d6jrlqWuninCaQJMPD+D1yO4EpJ9Jt405hJhsz0qAPplSj+6NsDp5LYMz2fK7vG07Byel9fv9so+XgcdVB58tF3WHmxm2ukxgqlluPaTx2X1yYNyhjHyfniE9znRoqU6K5ReK81TMye44LfG2Dx9lGlrKn8Ek9RUc2CqsW6CYBLI/OdQnsqBd+Xz0KF9Yv/RHmmjhtyrQg8Pf3BUmqufzT2fbWRMc9+j4UsJUJpxRsBvf/ObsoE37ZQ397hXeUk0iUYBa/iXdxq+twzv6QSoDKRBQ8kqRBWZyjKRAJRHD4PtYHcvnv4yBsDK6gAlPUiZ5gwoX3xfRey2xDFuKTOfH5zfj83ybE0EdNbAQowC2ypMRgqqR4+BIj9zTbpWuLumx2gkHSNnkUV92ugwSBd+ynLp9E34JXiun6JSOENc9jA0ZNTCoQthNz9C+H3PvvKIUweMiWTyJ2zXKEmfEy/NaQREL7qJkHrG6KfSbreXXAydM2t2dUGNpsgs+iAwUl9meFFf5rtDi3yl7DqMFBPV9iCDdMDiREIHju07XJD1HlSC8g+1KKd8z9kcttEhF5M2I095T2dSI8t2+FsjUHpP5IdroQngE2Ap0Ndsm30FQqAXaQd88LwwJhKNXvIwQqEMkl40KHQuhseHZYRBdHp0WL756qvy9s1rYL1KfpRTAnUcK7+HheIQpV5wExj5pfx0Zk8MNOHL88CQfpa3gIFuC23Tz+lH28o70Qc8X9tcZWSccBUL7Qj/82ylMPlN3N+h+DUAUP63GAHIP4cDBHCutdDGCNALrAqynhJZFeLVwuBZBYpA+yBHiDgV8Zt/fjc02sOr2lpd4sQzwkvK/HMpQGzYCL43Vqklab1brvDbmTUcqSWMtY/LahRCAoiHAkKEpSqG2qEiSVgaxAiHbfC6DKpVVceUaujH80NkVgsWeCjfT6+HUMGBVqplZYyGGpvyMwaFp+/hOKU2porQ1fFUYF0MoeVuK8bQMgJkzTAjBobC81ZrNUoA4qdtMq/jr47VKqDdwEcBrkKT+M3ENgFMg8F593rIKn9X7MO6KC7wYwhqsXVblnrzZXO1Vx5v9rJfg8mAq8sYKcpVmFtDQ4GQyA6w2x7bm/4Xo/xWYIrbigNndTgFCuLGAHBpWwWYTOiYptGCapg5JasDbhXAKnK9SfBpH2ShDI1E+6EmZV2ZZCk92R5qcyqNUxCNIA367bKGwdHHuDCy4QwHI74+J565FFq0Pa5TYBkOycAKVehDIHPXMxEECyo2fssUl+DpmobpKTkwc4tiP6fvpy6z/PmnZfWzp2UWpT9WEMJQDs0kbErf2RYNIpeAvoYmnNa4vrmRZaO7wI18oES8lDZeFrCenw3L1A1EJjA8dATVKWuAhX5XOdMGjTw9wGuHeMDx3cwC9bbxMG7L6BxPHTxB+VqL3LsuC9DTBbw4REj+6btvyx0w9DZWyzyCZzgdl9f7u8lanqV91gHqaQOfwJ4+AsjQkl4sOL3hgWYmjLve2ed3RqPUK3wmNIoU0nMG1OBQfgPzNKmRE1UwhaasF/qRh5rrHrl/f3rfQ3r43+/7TuiET3n10aPH5a8xAD579iP6wbXdnQ649H05cUj8o0hlSaUxaYoywZO0YLjbzXYc45YW9a6kHwW6IWDf2dvbpc6bRB2cpqc8sI7G63L2gTkAypKmfcqQJKHxfqKFvOMS5CoMl/8130Vj1+dti46FEQDfU/AHR5TtcrLOrdejpbIMwTmDyhC709HsJ71/4RN2DTFhsjdSN/cV/t43Se0UxXSGJy2fWa9nhq+gC2WZ+RAqWiMbaR8lRfHznL/9tPz6uxoQYtnfRif1+DUCstLfvYOWXgAW8aNBYJs9hU0Y0z8Q0QL0WqMPvifsyFTq0iFQ7otHZ0Fkwx55VOBol8/Iy8Liev2uz6AxkvwQrosXKwkNCj+vKYupHBldE4M9xL2KVnikk5oT4PC08oqLd+AZ2Seb6mxokJmYqRN0jcw2mumMmUxnfvuuvPzueXnx7dfl3ZtXeW+5K07QQcjWmodhJMDSxFDtN5/TEDCakWeFh/u5B/z5DSz+oaeRKfO0nRP6aXSTz/jZ9FNWA9Rgkj9po+2oZdJ3lkuLavTI5GuUPwW7/L1GgENH1pMpgnaYhfKPs1r0wm9lMQj4dDiAJwKE95tPkauFxE+we43SaZctPeFlN3KZiwLS83GfZP05PQ4VhcgPemi83+ONUo9WkzC4CAg4840wtEjgBu9wjees11M4JMAGMZVwrbN6FQ1yZUTDdjKvz8u4Colk//NcVXq1s2QILW7xkjnAdIQ7hykCIxUBXRg9HOcz0uEJ5NzjOsLd3eFU9v0OynjZVRPxMlCcPeBYhAhu7y7xAuraBRnXUvFzOvRwg5LU0HCjHn5wOpaGQXI5oXqMmRvH7c1SdtnfhfJwe6V8iqf4yZPt8uTROkbAcllfamOAaZwYIaBNMj9Er4KWWOxL5/fqrVTcGR5SMKDQwZERAsfw9UgUaCoUDcI5FxfimgIqY2vgTWvUpKNmDF7laWTFKIFep6zgTmOute2YZ1XgMDcebhtD0VW1smQxzKPh9AjPfNW9JoDPVftkhHgz4BZIgcNpiJN7K/guoX0NGxkBVi/9dhfa68WSdmzZccJLjJAb4M1ukdR3Sd1j6p5/tFUe//aXZfsnP84+AkPDf+DJSMDJeFjOULAjBE8SJkcIU+rtAuOPnj0tTz5+HKPPaaM3txcYeuCSvtdDMBRZtAFgNNAbmlFI6VXLL7ZDQ2hmxhwIGRu4snGQCgLAb52Gdg1+MBcRQge7B5nT/+2335Wvv/5zebvzrrxDGL15z+e7d+X4+CQCqAVe511ICJwZaYDf4ZdqDNifmQ4nT1KnRkEN+9LvGlTSbpDGSVl+DeAc1ZuEGxWW8sk9v3jE6KORnuFTjuZ3Iyea7x7yW3N47cN3FWzy5i9+/vPyi5/9FO8cQ4frKkcjLz4XbwlYNdQ0cBxu1MiShpM4qxCmrSa6iQPHt41kOdVwRU+fMlQ6Zyhgp5c6o2Rtfa0sudInsMknygONDo0A5UZzNPLEo5EjDY2rbO07lR2cTBnSuQbyD0I8igiYVHRVqY3TD67yZ0TMKYSzSua0p8ozT+H58JA/LVNhr6LTgz5BQQmDOPQdPy2jyseacNbDcDdyIUyRf8AqXLbJtvtsDkAQRx6KIPergOl5VplbcwdshyF4+yMzA4DJoaPk4VCveK5Z/hfQ2R3yoMqSGGg6Dch8s9+lJfsO1Rs47Dflq8uqe9ifyhv5xUhApiXyvLkZfHz/jLyWxNAo2oUMyxi10znJLofyFbxgXTXPCTlLHYbpozRROHFcUtZN7o9Oh6H9PjSkrH7/5l158c3X5asv/1j2d95TpjPfaDNwS3upwyNWDDTSyNt7fWLfiiuH1cJP/K8s9n7yYbjSDJM7DOyzjc7yEK+eoUFP3vV/v+u8qKIaA6AmvCP7Yizg+fPk1NkUVxiN1IdKBm+cJgZKBBKNgrmWJ+PWzyhIiYnv34exci//USm/FRp8VbltLvfKFl5jpgfeh6ElHndz0kKac1oU1xQ91mtj0yAKVZjIRGFCfrs0aqYAQjQiweaKMI8mROLhPb9/jxwOFbnleM02NHNB/e3hc43il1ma757NPRW/RGvniWyJVu9N4nfamCE/hbbLcILBmmGMwjYjVFxRQKy0O5hAPGytr5TVlX7Z2l4rH6O0nzzcLlsby7yPzdeCcJ1KuViy4t28yn4OC3Thlmt4CR0EFZ7+mkbWeq/8+KPN8rPPPio/++Lj8tMvPirPPtksGwOXqEQIzTlUcQGenWeLQhMXwIXKBlkoaRgku5NhlID9MsW4uDifhmnds6FGKuhacKAgMyzpAkK+55zYGGgoYEOJRilcOxx7s3oIePPO0ze5T7xl2kuYw3nxeBP0VR1TFaW8D66X+65njmAwoQePne6O96BCWwCPi85m6M5jRBlZ0XCzHCMu0BfwmFFuaCuhvzvtZxlCA4D+XuiUM/A4ov1T3MdbDASjAEPo9phn7hAkG59/Vm6Ba//4MHss3CBIZeZb6pdGJ/T5GsbgRx99lEQvZwu4OM0W3qPH3sFemRyfZsjncOeg7L7dKdOzcYSYbZe5HRdV+ULhUdYyvfymIZdZOdcqWJWZtjtCjr7r0Eaazj1o8bwmJB3s7iMIx+XyfFKOgNdw9hkeoN6LBogGn8gFK6FJ11GgCdAuwtb20LEz0NkMFsqMuReG+8M3CikFN89wX7qxlLsbSgFeoKYNKCWei1PAO3JSeJizMcz9LY/56e8qL/7rbw8/P7zXCDl59uHDx+U3v/mr8vjx4yj+jttz44FKfwkTC0vglc9q/kITpVKA6mWpnK2Joq0scsYNYLwuP7jW/4lLDdPXRhnWN9ZQjO140coOBa95AJkKR7nCLqyNrLEcFamf3IgiVkGpUFyvwzwAr/mMZdnWBj+G2jUAnG5nVLQpR4FsJE5Faj6HjkgN/1fB35wekYd8z5oH1GOEzbKbspR3OjCeDmVsuU8BbdGA72icgzffb+Smnx6Rf1CO20pLSFanLJ6TdwKTzwAnCiYJbtRpREnnTSPAXA3xbpnKR5WhsyBMyAQFHPKsOFFWtbLGg/3LG5E7Dh8nVwH+u+O9JifIiCCFRRed0W8ao6EN5LMAqTx9LnkC/IrcoI2n8KVj83F+bAzwSMcO65mL4HPiG8FeFbXQS+fAm9kM4NeyXSZ9B8P7yz/+ofz5T38sR3t7iSq5bohlYHdHaWtsVQe3HvJ+lsqHrpyWKF6MPMSItq95Rmlo33k0PKUhKdzel/4+7Cc/vdbUEr1MmeYuyJXC63PmktRIvpGAuTLhu3uSOByK+AZP1A3bzSx2lu4kRAs2tFA9XIsHsSKHw5CLKDYcnw1rxCVWWwVcRtYLdPx/pjx7MCjPHm+Wx+tYnHN1rFrBYWKCzQ0CICAtQztGKytMFkRwT2bhSQ2GFsSSYQOxTcco5Ou80ooslbeM5fGhwhcBTXhLhpBhZMTmngreOhvm9ppnc1QDQIJ3ScqOVyjDtQIuMu1EPLRQdhFigRsj6WoWj/Q6i7kYyrOTz0dTLH0J6QpvY6m0Ov1sEjSPsLFcO8UVB49HZ1kr3kbpmWvVOsd1Oja5EEUJw5hIt8Q7jpn7vQ/jLJjlL9GBAhNpzseGAqdlhh52TXmwS/trGNT9pWVQcaH3ng1TwGXwhrEDH4Mz+l7cgsdkm/K+DJIsYo66eqL4kVAViE4X1MvRe6pjctKE1rg4VIBZpgJ7wYU2IJcuxC3DGXU4x4PO7m3UYXTInAA9dWnBqYOJMlDXDQo72xRneMjVxLDQR455guMpQgHGn06uyvXkssxO8OAur8sSz26hODZWerRB1tCQhezv9LbbhS4pbw2hGoF4+qico20P8KSuMYhM4pnH259Z6pQbjK4zmGaFvvv8iy8wxAblyy+/LHuHu2UVo84xzb23u+V0bx/vf1KGuyfliv4UkdhBCIRKn3r/9oOULhz2mexjZOf2TgVYw820mHcwhNo3gcPFCgy/O6gw79gwOHJIQ7q2PJMeowDFO0rl9hYDQp6QjYHB7Pdbypg1qsTvCGxnMkCzOv5GBjS8NfjsIPlfRXqtEAbv7idgX3KxzEWgWKYEZ5vsW3lasVPppjmkA0/5qsqWAPT9dY+GF+VBT3lOvv27v/u78rf//W/L4wfbZbCk4bycmSoaqE6TdCggtKzCgJdUfF2MO/nG8LaHdC6+oMLQsvA5Duv7b1+/Lnv7++WQPhufDcvaymr6UvkjDE0EoEYBq9JvDmlcuaE8sQ9sm2F4T+EwN8DFdyYIfdvpkrRet28dYnURKz12vVnH1Z3OOtfSWEbeoCQ0BFrgNEsRg84qkyv+9PDCK5TrNWHN6oe0QZgccrCexgHyvtcbGagx4SY2Db6b/vIdf3tYj88loZA/+Vc6u8OqdphDPhcwwKKd4BT+cadLjY6ei4ytDqAHGmE/AOvlFfLvZJi8C8PPrheTffTpCxWXCtM6r5CtmZ3EKdxeywnuNeDEt/BqpB1TngbHkyePyyNnjdDGRv7Y9hhfOm/IknfvVNYoxHs5ReMo14REZPMYp4121PyFSscaFSrr05Oj0Ib19TESLyej8vt/+X/L1/C+swHURzolLsQl77VwRhz2ztBaZYbaLvUQ9c1yetmogAnRFYc1UpMhcl4KzsFH9l+xPzQguG8fNvjwvviRJv0ufRiNvLi4joKXP60rfQPvupWzW7BPgXcILKdnTtU0SRAeauusUe9iZ8B7Elpl4qZwvwcgGihyRZKAmVCm0JB8HLNWeGudW4bh52cP12IEPFjp1AVp8DQcj1VY8S9efcI7ACmRWbF1SIISX9PhethmVVqPIryBzRczLcbvHBURFUEeIszD6w3DCrv3m+9+NowpMUg4XveahyE1oZNBFxa6WNtnFQfArcdTM1eBnXcUnq7vLewytYSkIh46Jsx1vZK5WQTGfDfJaI4dVuGNUcN9BbdZ3Ro3jv24KpxjbU14yDZXAwYrH3OzBzEb+jZL1fXj453JNAhkT8eEhV0+VMBLb9NMi8JjV3FQniFul56VyOKR0g4FrCjN3H3qsh/sK++psJ0brCXteujCqcC0rY6/ZeYHMIhLPQSJVCMIZAXXmRqD4SKhmzAnrrKvOXh0rNKpR4buTLKLENEIuLEfUZyUw+Npk4ttWJ5jr8Ijzq6vZ/Ey3JypzkOenNJXIww1DJE7DAJLCa0iaM1eLrcYfzDHHYbAmPbvYYQclsvsJbBstAGGX0EBtNeWylQ3fLmTPQc0HB4+/risbW2W5y9flzdvXmbfgWuMkOn5RTk+PCw3ev9D6nYb4EAML8lXCMTglXbRYcGXTCpct8CjgePdW2ebeH3mAmP7FiPAfA5oij5AxIEHbloET8+CC/vA56+hIT3Im1n6Xy/f5zQ2xCTfNbztA+ldQaO3HyuB/hZGvX15zEPqCe9z/VJlC2zhLYrUgJH/FhDuwtQoR5oUmeA1D9/3aJRVc1qOz1Q4qIH3veZ3+9Xffv7TP/1T+au/+qvMiFhHQS8v1yiA76Zsnru7F5RG6mq2u94tdIb3p7AXglo/8KU+2gSgCvUX3zwv79+/L+fQndPoTArUO9aoUfG7O6EKtVE8DVzCqqxQTqhYlQnSvPLC6xrL8sMc9/tLy1FOaTP4MkogH91yyo96wj3H/YUV3MXYB2aHaQwZu+yt1+tCOBpNyuTqeNk+26GxLf/4XJITaYO8J7y22fviLHi5N2YSxYPvMuwEbMLk/Qa3CYNjRAuPPS6vGgnShnTYTbk7ixXmAjZOuXXGSeQWssJ+0Hhy+FQrQVgjF/Cmh8PTzMrodtvFZZmNTAqPLZPPtew04Bxusw1ZufC+LcqARHk4eRDvfoSTNE7C6NNnz2K0pRSetx8ODvZpGw7V0qCcw5OWYR9Iw5nS7GI5U5MxR6Fbl/wVPzUqMIvzNo6nf3WJQxU+mpZXX31b/tf/+n/K7t4Oes0ohvyEjKReo57yXMb50Yep555O5THxdafFDQyJ2FFHksGB176znEwJ5cUPecPTvpHWPCwzuLnXa01f66xa1pXRGtqnTvBZaf4SJkbz5nOE3hmNpRnLKvSbvMi50O7fNQXWF2WaH5jXe3qAJulVj9wxORsCenzeDtQQoPJu67b8xZOt8umTzfJw0Kbj8IzxOOIFaQn5jtMkQIJiJ7/5ZocLlbIpIWcUUoQFKLaTFDwSi9NSktwmRgBUghRuO7AyyX1U4Z7wRaaH7WgMGa83TCzBSAgyqr+97jMVsTfVGAHeiwu9zmpVC7v1OGZs+YGJtuuhSqhaYqPTSqSGtpaX+3jt/eDNRWFUfmM8YLd0lKldorS12EWoLUSoObc2U2ToHMfvjAzM0x8aDhnzxbPXiw+hyZjJFVCZI/IRDm5oUYnJKi1fggNGhfd8O0acSY2O4V+hOI1uOEfcAsV9HUcVB7wvoWphg2OfUNC4TrmKzXZrFPiOYXfnOGsAGNKL0OKFMBY48F0pxY67RXgZ5RgjfHkdOG7LBO9bcWAW9kw8Bbw8G6eC4iHpUYEl+cVY4Z7rFuhxGUq/uXB81cQnPSAInjrE8znex9nBuJxNtJTto9g9gcegZaIOesoI4063Vx73l8rjVTzA1ZUyhZZf4g0c3iC86YvDE/qMF9sb3AOXmY9N3ZPJVZmcTcvJ3lGhIQhLvA6uL6j43QWQujSo7FtFhq26VHjyCSjAA67lN/qKEsNLdGaGSXrdmtyo0r+avc9Tgf5yAlPC+DwvbqRJzKVy6xxUCwcGjWWNAAWURkAO6pbnYqTZASp22iKOwVDwqcFoF0o/M/P2zL2HAiTyRz4pWy8ldUmPXJNnPBrhpbDzsA+95/VGyDX3vO53y/WQxv75n/+5fOF0yPW1srW+GcWhYepzClrfcV0AlWzD79KaY869jh6fcqMqb5WskQ2Fu3Rrdvd3GgFv38Kn9Blwr9HfJrA6HGASoAaA5aWtvFflSx1iFGeGuS1bL9xrts/DcHs8UEO5wKKM0zhTMOuduq6EQyeJ9tGezF+XlmiPm3UJ4yV0a+h4RtwDtwl619fSeVUeyl3rdkiB2/wWBxoG9woA3Hpcw7OewludLuUh6syhv3vjwDI1YJq+SP9QPuTHYf/Veo2kKJuvea7Sn3DTD9Ib1Qm3CX9tjJBljJ/ITXEOLBmKRH+IqwvkmtOM+/SZQ4F6wsIn9sSBKwaq8IVGpyBT5fitgovzxbMKvXOM/pOjk7Tr0eNHMdocGtAr1mg6PNzP93ZniXrroj62UYfH2mrfjTBMRuFNdwE09O79S5cYd4fTo2OMAQwX5OPb12/Lf/77v5S3L1+mbUYA5EqKzDCAMs88Aqfi2SehZesUp8BbDfFKv9FLtCOOGzJC3lOW2k51kDjTGEpiItd8XuPS61H2wKgu87f4sM/Fj9fdJC3OMf3n9UoD8jI6nGsj2qazdH1Zo/AazpaRxMAkXXBU8pFJawf66SFDKRyiiv3uH4DzQISbLZZQ9FS38KDWVnpJCtQGAUKeUfkbilboAvy90KgHyAGJAmVCWpIm7hGWhlkPRyyd+8Y6j1lEijgbUeGtZ0V0FSi1LZ5VITUCw2vpDD5FqIdjZS4h2jC+4KlYx2euM+4+69QDU/i8q1SpaJoogpLdNrq9pRa6LXN8XKNC3IKacqWC4llDUC6sY/hosYPgwiPIBhzALtStEFQrSUIrSz0EhmObCk8YUSEdwoE4aE+Gbq6rYHVVPBXZQot2GEWxnXBuogOU7fOu5igTBT77A+vdLFYFpWOujkMZqrO8UDCHONXSV3DVbVERyFxPwgpEG6ufI2E7ykni3T2xS9SOSymsxYtIVcGLR99PX9jvlLu0MihLy6vqrnhJSTLiu7DY9xK0BqfhQxdvUmDoObsqniG55BBQvysftqC9Vmc+KxUOVjCkoMf5Dv2KQb2wiILOKoi0C3o12rO9sVoe48F8trVVnm5sldWO0ypbZRVl0G0tljv69WT/oOzvHiY737F1vQcNRIdSDDFPT8/REvQN9Kkedr0D9yPs0L7+gsmgGER47zfyGo1EfMaI0AOyb5WyEXJz9DMa2L5wsRH7vD6LUSEN0NZZ6FIearKNuQT/2CtczzOUSb3ir24DK89prIIz6oAiebR+D3HyYE284qSc8Lr1QNPyZk0Gq4JMPrUsDY/IhUbo3PNp5cd75XF/KnQ9FWoRkPfPNc82vOhvFemvfvXrsrGxVpYwCo0CJNokT3Jf/lfA+SwX6XdxWNvgp3A0sxekQ6VWVVr1vjx4sLdb9vb2A7t0r+FhPU5B9HsDS+rkaD4beKsSOYsDoTyQNlVIrgOQoTPwRrX+S/9oAHhqeGmgmESswglP857PCb9koLGvEkgCJm1Je+nv8AzPWrfTXYEQ+dGLo+DW6hoX0kbNUzLyqfMlDOKktl2vvinfRO0kAkcewGPULQk4fJV+Vi74SZ3KIx2cGBPUIT4zVCzMXEsyMLzQhq9MbLQ/vS++xE1VatXrdRhAQw6AKt6ow3ZpMEWG2wb6OyixTTyvtxr4wZ9yRpwkzK6s5R0NAGWRZfmchpOHDqOZ/ZHxIpk2ethel5d2qWjbtYisdbhDx0SjyBkBrgrosM2r1y/Ln7/8shxDMyaQulCVOM0Ua2G3Tn7b1ia8X+vw5BoywT7zkP6lXfnF3LJk598/r6yUNsSvh+20/IpHFbo07bP2o+XVBokL21PpQ3kur1aYKr4oA/xq2F9qkPK85SL+kH/0F/jFMe/+zpcsP/Dw3XClHZyTwoU7WcQBsDbYTyuuiEcIUAD4LIOlRYQnQh2CMIjJjXRmsngBMj4Q5mPCEAHW73xSl+EehZcEKTwSrI8rIG2415LkAeBZCS3MV0NdEqHEaLmVaS2XMhNCbiIDEDpIagSRClyr2OdM7rM9tC7v+z1eKsyr8IwRgYITSRd4x4bVPaxTIlThmxshc0cBUoeErby1Y60nK3jdC2nLy77eCGm3eBQH1UuoZal0zXDNeDDtDBPREa20BybhHeWuyrTXXYoBkKmX4Mb9AEzyChFKeLyrR6l1bsbrBUpLZAZPgkgdikst78abqAmPNcTqqn8KZ1dSkwm87mdg5LubDtVpLCr9+1kFKNIqDCRkDTrLTa+Ejixfz0HjSw/ODO4kFgG/yYb2YBROSNB+rN6euRRtFbOCgbKq0Sb+xDP4MISOIWAofQEDatHZBdSR7PJ+u/QH/bLC6XoOCxTR4f1FGeH2stxejcvZ6LgcH+yV85OTOs8fj+tifF5uL11gxjbclj70vYrHI4znKILxKR6DCUm00W2RWzdXBb+krGKgbMDcaxhCy9TncR7PEKMQ2GMEQA/BC3Rlj6n0FUyuu5CkRzuIBzSyVfR19owCp153jFHaUWlAIeDFvldwgPdg23dRmjIx9UoTfopYa7ScJmOdm5QFFCYI2gc0MOHLWkqMVAWYDVD4hLcpzsP3K7+JFW9ZyQ9H89tnhN9Pj0Zoetjf6+ur5dd/+Ws88gEnSrmHF8S9Wo+Gv7k/eo1eoE7L0pDiHl2TyJUCnZ8Yuhqkwg5dmIfBpwL+xYvn5XB/r6xieD58+CAGgEMCGgANb0q7HsLnKfx6bA7hmSymMe/Kd15XyCoHNOZ9twILblFATt1LLg3PZWoi9GA0K8mUGgtBF8/SP8ER/azS9k9lr6Kb5V6jdM3Gv7jCeMFBWF3bxNgFPw4NScOUaRHKUD/db0Q83KAAqvIU7/IJspCKHcMWDvGuU5BFvaAdHTZlTJWVGvP85jP9ixyPYSCO5CH43mFQc4O8JpziUAzopGWolHptX9Y5yftGTL2mEVBxF7qRNjjVFx75H3qOAXsvA00y1JiSM9zczBUBVWauVaBTY7kXKn7Knlw4FKARwjuBqB7KOA2A8/GkGmzg/Px8VE6HJ2U8QvkfH5TXr56XV8+fl+fffVd2d96WDnAPMLjEsa9kuLSlXqnwVzklvuA725DT/kDp8qzPe8jH8jTdk2douN/qd+9D18r1KPxcg69pd/qV39UQqHpM1jHCbpQ+EVlwWYcWMITUF2DQHDSf09hwnQCPJDLSCHlngSro4/bvBFpgw5AgsWHkUJAFcC8JD/7g2RAD3/30WjUEFBy3KAfnquPVYQRkAwWuS6CWKbNQkE3mfZHJe2mn5fihMVIZLtYqDZaJJUTDgTVTn0byFxg4tXxteBPi1wL2nu/UyIPI51nKsX0RXhwqZa0+lZPvegbJPGOHqhjj5fNdRRsCt+7A5jjfbJSXStv7eRcBb2dr6UocGZ/0O7CYtVoTURAadJblVSElfBAJbct+1U09wkH7TVJJQqSdGtjFpQKqEo/M1+v04y1J3Bn7RogLp/D7vqGl5G/QFvshRgq4qu3ucF28V0NAQRhcgjvL1PP3tx6O46V+j9UNjLY5RgL3MouDd4TfMn3Oo/GU7CsTHA1z22cxADAqVHj2tdm61QAB3woGyreFMoy/DbM20RUzl0NPwJ1sZD5jWARekxXrOHE1Pmt/uJeBdToNzAiB0w+dxaGH7vi728OeT4flcLgfYeDUoOOTw2wTfTI8LpPLKc9cZKxWgWpE5mp6Xi4neBTjYbnhs02fLVBWny5dwahZ8wTugQYRAuOC94YI9Tq2D86DIQxlDo0L2y49RlkAq+9UnpRCKl+K71zjqMpbHuKBe95xOWuHCsJP1uMhH92X0yjF5n/p2GtwRoqx7Cz25G2lEWX4F89VCvEZy+SwbmnA9z88LMMz9zj9Lj1+eDT3PJvf0tf2g+3yl7/+ZcaWXcEv01OF/Z7n/VShGEmO4ZR7HH6nnfJJBb3eEyfqZPnOxWbcyGt3dwe+XSgfPXlStrY2gm8VeMbzpTva9SH8wm7U79xx5LNRMvK5kbFojQeX15WfNLSkR/nbXB93sDQ8LR2rVDWmOyZx0oeRieEh79Iq6ogxnv6oysPQtHxhfxjRMSFUw8D5+KvrG9AHxjAOlYrT9qckozmWyZlhEGSPsk/HzrYpi+Q/eUivXb6qy9u6vLe/NT6dVis+lGH1PbAZAyAGAfcNJbfh+/l75Z+pp0BgndWbFW/0kzD5P/2RoUK+2m+utaHB6fLNoUHaEL7ycb4n2uRvnuXL9989dQDt1EzxQ+ELn2uWuHqhJZiEbkLcxaUGmB53pYk6Ve+Ga9cxBs2niOzjvnlfQwz/fWjjNUbid999XXbevec5E5cxAOBHZYXtouuCB+lG57bRLbbXimyD9eU/fhitsk8bulLWVkNLZ5v66Xfbd4WcNsIROrDvLCK0YLtrgb5vOdKY133PZ+0n6zJabjnRnel76QZaAg8aj5ah05bIIdfn4W9oq/07EZowmvVwVEK0QhlP38QwnkBVZWpBVmynCZ3Pet0x8MHyYtlYQdAidF0Mp+p9ga7EaKPtYJWShNV0rKcC0M8QBN99PsMNvGajVah+95CQZTzL83mJ0FtVkRhSqoo4Zdyfjs+pGC27ISoJWCWmcomFyjWNgzA6h4JJIvN53/OQaGv4pj5vmQ4PWK/XVaQ5IUyveZ/HIpg8fMdD5Wc2rEvaVphpI+0U1hhW1HktvBC9YTSFfjw6Pt3JT+/W+mQm//xMOMj3eEcGEHaVoha3PawQELYGftvu6XfPxgiIkcIzUahR8HVlND/tE0/v+zvnB89ajvhS+QcnXDN8HkOB+m29NBMBw+kzGRagDJW2itz5taFD7/GCZYbpUHD0XrwWN3CRPoM7mKqp39/8l/JdxbDOO6aQWfrbSIFCHziMFrgnfbe/WLpLGDrQrhsddZf6ZbY9V65noZEWePW7WoffejIKnpsL6AMBPU8bCwZeOb8sHfpmCSNsgzqXMYJ71m9fUveU/jhDMB3Tn2HS0D60Ckw0FdpViNNW8NpqC5v9U5V5uBte9Luem3xpHgFF8503aasqOhwMssSt+Pcz7OK7vBxcxgPgFC7qEq8eERryJA82OM27fHrN8pqjPiNPycP1d8MfwfMHR/O7Cq6oqXw25QmDdCTNOY3t2bNn5Ve//lVZ6tdkvQpfFXyAVWHy4L1qsFu3ygb5QTsFyJLFhYZ+8ACs8vTu7vvy5s3rRO4++eSTsrpaw/fViwXnGgLA4jvSrrBbhnsLuG2syX1X8Kpe8+rKallbXYV2MCih7SjEe3w4NuwW2QlDA3GildLrPa8Eszbmvt9VUsnRoF753jVC9HKvTdDje/BMG5S3GsIrGACLi717fFOa/UV/KjcsNw6T9GNuDW3SOE8ETb6GP+RD8e7sikzrxZOXfxNORrkZkY2RgGEg/m2TXq5Djnr9WRFPPoZwY4RKgzxjayxDOISpwgMtwjvZQ8U2wAfKpiyyxkviouqD2rM+08jb7488x8E9y80SwfCRstPr6gb5vtvr8x745AWV6eXkPOXoGTvF0QQ9N3ZzNUVX/zQJ0ejEaHhUDvf3y+uXL7MC4KsX3yVZGVbBaAM38HwHXApXEvyAJ/u0cCbkTtuEyVOZLt1I9oGZLw3s+c6nMjgGPKdyNDLbZzx8z+tcsB8/5JPQAWX46enR0LenNGuStM8oLaQl872MjLitslEDZasztOJk3cNzbwTUwrjCP4WSQoBrIKgRKNYZRqTDbUw6mEPF5rQ1O2d+9qasDvpl3SVm+zA2wjPTJ2wkn9ncgHcUV/mfcivCvPpDgyQ8S68WcyUIn5BYgiDL8zufev6VcWl4lKlMVC0hSgycXkv2NPc9bIfveFqXn+lg4LjA4/swQuA9BYGHdXuEgVSGIoXD6z6nklSoeK8pT0Hg+40BESGgpwZuvWfnuJkMmOWdKgC00IRbhslOYxwyqzsYqsxloBqFkCGFgwcoL3jifZWUlp/wWV/TPmFo4LTdPu9122kbPJs2++lzjeL3OQ/blHdgOg0k7/tbIWJ9npbt6femnBgAAkq7bHf6495g81kF6aIJN5SlR5/QlvVxupynqE/YDdIxHwBEBC7hsR1NWwMLn01fKZhlYlCe8UtRxathskXqbXf0jHjGTO0utNBHmLjjYW8ReDQMemXJJaBdgXFtUJcH5voyBoRKvg9MPaRFDx5Ygd77GBw9ynOb5i71LIJzlzgeXkzKMZ7omUICGOQbyBJargxPQ7iuUQDugN3rtsH2yi4KG40hr10Z7k5bNOxkeF6nDMWNdCQuPBJapVzHHvlGu/lfvFJO4500/erR4IxXgm9/B4Z7HPvpb7/7aT1e+/CQxpr3mvvNdz89mt8NnP7Wq1Yxf/75X5Sf/ORn8FGlJ6nAT2lESMWS8kQZFRbnt2eiA8LJzyzGxDvCqWD00zH8vZ094Lsu2w+3osQ1sqI8uk4//K88q+c/HA6zmJBQOxzWxrgzYuB3VxeUB33H8h0qlGflZ4cQVVLKL8uvnncNtUvfdpjGn2c6A6DrehriWHq/LGej4b3Q1vGpDozv95YG1L1cppf0gX8oFB6gLE+/VhmrMtZI8imjokbh9Fp93mFBnxOmKCP+ZAqlUCIUMEv2j6BNgQ04pJvwF22isRVO8c67NTlRg1LvVnlEr1Gujp58pzzLNGReNVrqwmXSuDMMvC3NWm6MOk7fbejNz3jYfGoE+btZxr0q36r0lBlLzsiAL02IVW6e03fSfjbGgkHMmk9EdjQqZ2MTwtEXlP3qJZ7/N9+U599+XQ4wBlz/wLwqhxncSt08rU4L5yKMqhNm9cCTYSkNNelN/kJv2ad5APl2iR7iOdvjm8LuIW1Kl+EVusIhYfshjmuc5co3juHrKDQR1gYfKY/T5/xUVnovQyaUaZ8rD2CDcoE+MBpsffaptCu92/dSh7ifmW137yQuX7aghuEs3Gv+rhZtVX4q14Qb7xtu6CJZrgit+bvLTA989mSrPF7tlKVFyrs10xUiBhkqb9Xw3L2gCOAf1OundaiEGiIQluazOWQsn68ediUaG+m7zb2qaKqB4DXL87rPqJR8x7m9fvqM5fu8SYBu6KIV5WIhMrTXVe61/dXj8fkwOJ0jHJZj+Q3uJBKT4dzIw3e8bua64V+T5fytwh8Nx2XIM86aaIRG036PdB7lquxNgJOZMy1Ko4B3jBDIHMPhScJbKjQz9YXJLGffTVISeFIh+ynMns1CIxnvV6hx3+c9/vf2+L2BqXlGOD19LxuXAKu4EU9Nv/hsrHaEY0JS1BmjDPxQIMwKI1KHbXf5Xwn/xqgK74f+KMM51Fr2KVf641mTdOSsKd61HpP1ed+jwZm06mplrryYxE3w79Kps3cINNOaKRcII1CuYDbnKKhAsP1Tj6sEanRJv5MLJbdCr+b/aYCGFnjOdQz0SiwvLIhRZ+LQPMp6jlPcDHlxB8F0QtkXN7NlfIZhgLF5eYO3St2GBwEyY3kOWRnanFtUKCiIqFTFpmxBaDmOb+7DjZKFegCS9mow6PUY/anCwTYoKOEuhC3/2x/AHQOaQsWvdOCz4qzpM9v14Xdx6bMfHtKFzzS04H2f93rzvGU2tND0jeX5PX17/5wwfP755+Vv/o//Vj599rj8/Oe/jMcqvdtEadw+8j3eUC+hmGpUzzobOWB51q/SkEcEzSmYrqZ3cHiIUF8oW5vrZW0dRYonbaTBsLaywrA9laQs5YKOgGXJj33kxSxGgqF4Iw9GEuSZ5hB+69azNF/AnSo1PvWYK8x0kUrShdKkIKdkzmmgGJWseBdXeojy5NnxSWgm9VOv49uG+QfOXFjZBCFOT6QctKqGnfQT2sDjVonLWo7/q7Cs//s+hLdm8GSjnAWcB92cR7oRV/YFoFCvipR+s0xpGhgtJ/Qg71JOIq7A6/x7+VE+kfZpJc/UukN1wJZlbWmrho4rho5Oj6OwnMnhHPzMBkIBagQ0NOP9a2SGuVeX8JY4sh32lQl8E4w6l/4dj8ZR+OsbG+XjT5+VlY21cgm+7MeD/R3k4gV4hb551oiA+zQ4XfHwcK+8ffO2nB4flf/44x+yNoMzr5zCaRROQ5PXYnxLuR3knL/FUZStzhv4lq+MCty1oH36QxiDR9HLp1EjCbbiX+33A++EL/iuy+s7ykWfB82RlyZvKt88Gr1mH4ijhtY9HKoTL96LPKKdzo5CfGU66PmkRrBuZxfQCYOy4Vbc0Ob5yH0aJuX/BzL3pW3xqP/gAAAAAElFTkSuQmCC' title=''/>
</article></slide><slide class=''><hgroup><h2>Motivation</h2></hgroup><article id="motivation" class="smaller ">
<ul>
<li>Medical billing codes assigned to encounter</li>
<li>Aggregate code usage (monthly)</li>
<li>"Did we observe more live births at SJMHS than usual in November?"</li>
</ul>
<p><img 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" title="" alt="" width="720" style="display: block; margin: auto;" /></p>
</article></slide><slide class=''><hgroup><h2>Decomposition of time series</h2></hgroup><article id="decomposition-of-time-series" class="smaller ">
<p><strong>STL: a seasonal-trend decomposition procedure based on LOESS</strong><br/><em>Robert B. Cleveland, William S. Cleveland, Jean E. McRae, and Irma Terpenning</em><br/>Journal of Official Statistics (1990)</p>
<ul>
<li>Trend component: low-frequency variation and long-term changes in data</li>
<li>Seasonal component: seasonal variation in data</li>
<li>Remainder component: variation in data without trend and seasonal components</li>
</ul>
<p>For \(\nu\) in \(1\dots N\),</p>
<p>\[Y_\nu = T_\nu + S_\nu + R_\nu\]</p>
</article></slide><slide class=''><hgroup><h2>LOESS fit poorly approximates underlying trend</h2></hgroup><article id="loess-fit-poorly-approximates-underlying-trend" class="smaller ">
<pre class = 'prettyprint lang-r'>msft_data %>%
ggplot(aes(x = timestamp, y = count)) +
geom_point() +
geom_smooth(method = "loess", color = "red") +
xlab("Date") +
ylab("Closing Price") +
ggtitle("MSFT")</pre>
<p><img 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" title="" alt="" width="768" style="display: block; margin: auto;" /></p>
</article></slide><slide class=''><hgroup><h2>STL to separate time series components</h2></hgroup><article id="stl-to-separate-time-series-components" class="smaller ">
<pre class = 'prettyprint lang-r'>msft_zoo <- zoo::zoo(msft_data$count, order.by = msft_data$timestamp) # i like zoo, so sue me
msft_ts <- stats::ts(msft_zoo, frequency = 12) # monthly data, so 12 obs./period
msft_stl <- stats::stl(msft_ts, s.window = "periodic") # seasonal decomposition by loess
plot(msft_stl)</pre>
<p><img src="data:image/png;base64,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" title="" alt="" width="768" style="display: block; margin: auto;" /></p>
</article></slide><slide class=''><hgroup><h2>Increased robustness if outliers are expected</h2></hgroup><article id="increased-robustness-if-outliers-are-expected" class="smaller ">
<pre class = 'prettyprint lang-r'>msft_stl <- stats::stl(msft_ts, s.window = "periodic",
s.degree = 1, # seasonal polynomial fit degree, {0, 1}
robust = T) # robust fitting
# inner = if(robust) 1 else 2, # backfitting iterations
# outer = if(robust) 15 else 0 # robustness iterations
plot(msft_stl)</pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABgAAAAMACAMAAADVCFz+AAAAV1BMVEUAAAAAADoAAGYAOmYAOpAAZrY6AAA6kNtmAABmAGZmOgBmkJBmtv+QOgCQZgCQkNuQ29uQ2/+2ZgC2///T09PbkDrb/9vb////tmb/25D//7b//9v///88ZfT9AAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO3da4ObvBqdYfI248xuM+2O39J4Zvz/f2eNOWMOQkiwxHNfH5I5PGZkIbRswJDdAQAmZUc3AABwDAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIzaOQDyrPTz775/FwAwtGcAfH9kLSIAAI61ZwDk2Y8/1Zdf79mvHf8yAODFjgHw/fHPv51veAsAAIfaMQC+3t863+WdNAAA7I8AAACj2AUEAEbtexC4SQAOAgPA0Q47DZQ9QABwrJ0/CHatpv+3xcoMAM5hh7nVj2jLjl5fABDS0XPqONVmqfYXAKxEADyVp/7cit74vVCq2l8AsJLudLZnw77ei0O/1WGAhbNAdXsMAFbRnc72bNi1OPZ7K8//yRdOA9XtMQBYRXc62/2TwNfqgnDX+bcAuj0GZYwbCNIdlrsGwK/Ox4EXLgWh22NQJnuwDZbpjspdLwXxfAdAACAeAgCCdEflrscAijn/Vp4AVKbBNN0egzICAIJ0R+XOZwH9/HvPiwT4em/uDTNOt8egjACAIN1RuWvDHgnQWPgggG6PQRkBgKj8PtKlOyp3blgdAYvXAtLtMSgjABCR70UddEelasN0ewzKdD9zj/SVo8tjhOkOStWG6fYYlBEAiKYaWwTADnR7DMIew4aRgzia1xbrh5juoFRtmG6PQVgbAAwghNW+tyQA4tPtMQjrBgAjCAF1B9TqIwG6g1G1Ybo9BmEEACLpjqfnMCMAYtLtMQhrX5oRAAiqN57WnmugOxhVG6bbYxBGACCSYQD4P1iKasN0ewzCCABEQgDsic0XPpoA4PMACGvTeNIdjqrNUu0vSCMAEMe24aQ7HEWbJfyeCbqquf+uvMUhSVsDIFQ7QlNtmG6PQRcBgEgIgH3p9hh0tddq4ZoQWGMwVl5fPhAA+9LtMegiAODj5f3i6xtIAmBfuj0GXU0AeF61Fya9XuX/9bL/BMC+dHsMoto53/uy7bAnq0dL/zz/Ziw1P9j2RzY9PCLVhun2GMRk7VFfAgDrtC/+hwHQnExwf/mtz5/Z9PCIVBum22MQk3U1P2EIYVl3T8/gam8EQAx5tZ3+/LtQqNtjENNM/d0LthMAWJYNJ/3el+VbypH3Bz5/aNPDI9qzYd8fnZdqCxGg22M4WPc128Q8TwDAwct+//6XdQBkdwIgiDz78af68us9+zVbq9tjOJjDC/0Q2yxOb3jmz/DLZu7f/KlC3bEYpmFf//l3uej7459/O9/MvwXQ7TEcrBcAM5smQwizRk/17752aA4PEwCvbr1jb/84BMDX+1vnu3z+Ibo9hsO022P9/eymyRjCjPHPeo28qwxwVRHdoejbsGtGAGBnnRM+y2/nxwljCNPGr/bQPZs46B8LvcRQPBv2eekHwG+Hx7ALCNs0r87czsxgDGHSyMv6amRt3+Ez9tdCLzEUz4Y93gC8FUd138qvXeb/orxJAA4CYz0CAIGMTvLN2cQEwILvj+dpnLdyRs+d9gANTgNdeIhuj+Ew7f5Zp9M8GUMYNXXoKGv2MYb/i6GXGIpfw6oX8J+X53mdj4nd7S1Ae+jgbalQt8dwmHYHLQEAD50XoBO/7vwX9g+HXmIo3gHwu/2v2hUUUoR1gNR1Ppm5cP5PUw90zM3+904ARPnDwRcaxKYAeLz0f+7J/7wsXtphJdn+wnG6B+hctqjOyULAkSPhpAFwv5Yv/T8vbgcBavnyLiPV/sJx1p6h0f84D8w7MgCO+stLvA8CP1/65+UlfW6OR4FrBAA8VKdorHsAAYDKgeNAdwh6Nqw68edWXt0nX7665/35tsH9s2O6PYajEADYggAY4f9BsGLqf/z3mPpvDmf1FNZcPUK3x3AU/wBgMJnVnXKObMVxf3velktB/GpP63Q7DbT++Be7gLBe9zJdKx5BAJhGAMzzbVjxoa7fzW4d57NAr8+dRQQA1ls/JOrIYDCZJbLqRZoxwr9ht/Li/tVbAedHFbuOCACsFzcAzA04G09Y5FmKNGPE7g17vHV4IwCwnn8AODzU3n4iE09Y5TmqtOPVAQ3LXY4Z6PYYDkIABJU1vXNiKk9PpR2vfD8I1tzcsXB1Og208XkhALDapgBYmN/dUuJUqgsrnetZD56PzJOTaciLQAGw7oNgDnR7DMfwGBGuAVD+1tiQO2MADNazzpOTaciLEAHw9U4AIDafEdE9ADx9oa961jA15poPVZzoWQ+fj85T02nJ0OqG5dmY0BeDE+4xHCNUALwspvnRy6/OPAZPGAC9oxoHn/g/INSUgdUNG1zQobLiRFDHdsn2GA7hNyA6s0A1O4wFwPifkJpBgmuf21meZdZM/ff681/HNqhDqCkD6xt222P+F+4xHGJzADQHA6aXPDiAKDWFhJZOALg2r/NGTm7NiTWnI8hB4Ah0ewyH8BwQ/QAY3eUxPhVmzT6Sc5LcVf5qxUUcOu/k5NabWntaBABS4DselgNgYiacPGRwDq9PVVKzj8Gptn1QzDb50GtRTbVhuj2GI/gHQPfrsY8+TUyF3R3Kycqmv0kiAHq79esnMNFa3WdxV25cmIZ9/YfTQBFTiPGwJgCmjgynpPfKee4jUqGeY/Cu6q2F5mTd8T8jvaJ0G+fdsDUX919P8F0cDhRkOPRfTo69xJ8IgDRHY2/XyXBHSoQAGOZNiCV2viqfwPQeIel1pHdUoubbrGvWQwAgppDDoQmAkTcEnTNJ2h8JHlRcVLW5fT6DHAsfAK95E2CJvaXXKTa6bKk11J0amx8c3KYJns36vPQDwO2GMCuo9hcOESkAXo4JTwRAYsOxnXra+afz85fZOdj+tW62bl7o4B1L1vnRyHQqtIb6U2P1o4PbNMmzYdfnTWDy551grhHmf+Eew/6CjoZ6lmrOC3r9Qy9/b6oBmxq25WXh3AO7E3z7ZJvfjLyjqWdX/xZl3UWMJKvXIpf+nGv1zgwEwPfH8+IPt3LXTx7+UkDCPYb9hR0N7WvjkZmwN2EutWB5wswmvr73dsuvmXhnj4S+/M5tVm93rnsmQPeJjLyLGtY6/Y3Zqv4ytkTpLnSb59ew6ua+n5fnxwEeccAuIES0WwDcAwdA96X4y36XbHqnzOuC+kucqX/9My4B8JpFa7p89C9M/NWJBq3dp9PvWALAl3cA/G7/q3YFBaXbY9hDvUk//w88GDo7KMZn+uljjK/7zhd2VAx2vrwssbPHZG4a6y2n+4p9unKN7pKyNmJcFzVeONK39Y/Hgnc8iuf+aNNK/clCt4WbAuDx0v95FaDPC1cDRUjNZh1jA5+dt6cCZ+SFdza3oLrhzTx/70+UIzuxp59r+4tyiZOJEaSvspl8mXiA0487/TVcdvfPOe41n+svObqt3BQA92v50v/zwv0AEFIzVZRzUaSFT/x2+vXsMADaf0cW0kuwZv9K++upP957m9D8pXY5/ZfrLm1fqxs3TuVuP+8EYtMVnX5pO8ztTycz+9+VpzO/htUv/fPyRgA3bgiDoNrJP9LSZxY8/yL85UX82Izdn6M732Xtq+vlPz+Yh7uZMmjDbMs9tEG1onjkF71fZ9lIv/QSrfPW42Tbv+7T8WxYdeLPLXseBc6dbwhT305msV63x7CDYwNg4sfjAdD/yfge7sFS5p9V723CUv3LLqmgXBY4+2Tvvel9mF0vzy9zCMgk6T4dz4Z9Xp5T/+O/x1R+y9wOAj/eN7QWIkC3xxDfYI9JhMX7L/k5j9Vf3AdfOLx8XX5STYw0i1xozuuXoTjtiJl9dNYeBpl6fNQM06D7tHwbVlwK4ld7RQin00DzrLmIdHUe6Uy7ZHsM8UUPgA0L7uyJaX/SLjXEi9c1O0EmjwcEsbTM5XRqQsD0Fq375H0bVrya/93cINLxDUDnSMH3x/xbAN0eQ3xrdkF7LX5zAGT9qTf0fmv3hXXSZ9cAcHrOTVQan/+FpzP/ht3Kl/PVWwEHX+/dnMjnjxvr9hjii732N09Hg51IR85wcfeaTy7VLfLaeArbrNToPv8dG0YAYMHLa+t4f2f7ElRGaNT0mT/Dx/vh1uj2w44NYxcQ5tWvKgmAVWI2ZWrZOs8+CbrdtWfDOheN4yAwXnR2GO/ylzYuIkRD9I0/TyvPPhTd/tqzYb3TQBc+OqbbY4iknpV3CYDIf+BERvuKDlxHt7/WNqw67WfI9ZPA9Wmji6cN6fYY4minfda9kpG1IbT7KxG6HbZzADg3S7fHEAdrXNTLilE6/pEI3S4jACCBFa5qeFCGbXO98wRA7ZbVH+stIsHxfjDFQYDqUb1TgsbaJdpfiIQVLqufALJTmTLdPvNs2OelcxbPrb3Ew6zq3cPzgQQAuljf0nqfej6yIYnS7TTPhl17h3GvbteCeN447JECRTEBgA6mFXH1+mFFedHtNb+G1TeEqbjdD6D+7NczLggAw7KXb1jd4iJfnu/sdLttxwBoLgVxzX4RAIb1ZpF9rv2ArWav6YwFuv3m17Dvj8EuIJcbwrTXArpmvwkAs5pTx5pvWNv6COotdDvO+xhA5y1A7nY96PbyP98fP/5LAFiVde77l3Gp+FS0oY3VdDvO/yygerdP8aXbWUB5kxOdh0+1S7bHsEF3EmlmFOaVJDD/+9PtOd+G5d0XcY6fA6huIlO4EQD2dHf9AIboDnrvht3a6d/t9X/h2kTF1zsBYAyTP6zSHfgbGlZ9riv0VSBKuj0GT6xSWKU79lUbpttj8MMahVm6g1+1Ybo9Bj+sUZilO/hVG6bbY1inuYbAsc0AjqM7+lUbpttjWKU91/PolgBH0R39qg3T7TGs0nza6+iGAIfRHf6qDdPtMayx233eAV26w1+1Ybo9hjWaK/4c3RDgOLrjX7Vhuj2GFViNgPJ2INowXjKeAHt+gCfdLUG1War9BVdc9weo6G4Kos0Sfs8EJ7pDHtib7rag2jDdHsMiXvwDXbpbg2rDdHsM87joMzCguzmoNky3x/AqGzi6PYAU3U1CtWG6PYYhZn9glu5Wodow3R4zr7tmmPSBZbpbiGrDdHvMovHX+LzmB5zobiOqDdPtMXOGO/jZ3wOso7uhqDZMt8dsGZvnmf2BVXS3FdWG6faYHczzQBC6G5Fqw3R77MTYxwPEoLsdqTZMt8dOZHbvPpM/EIjutqTaMN0e0zKcrt2nb2Z8YCe6m5Zqw3R7bGdLr9I3OfrJASbobmo7NyyvZp6ffxcKdXssPr85fOJ7Zn/gaLpb254N+/7oTD8LEaDbYyHxKh0wQHcz3rNhefbjT/Xl13v2a7ZWt8fWWPVanjkfOCfdbXrHhn1//PNv55v5twBhe8xzIo4v5JMEoEl3S9+xYV/vb53v8k4avFo7Nx49kU/x6igAp6I7F5wjAJiIAcjSnYNs7AICgMPoTmf7HgRuEsDIQWAAEJ7ODjsNdHYPkHKPAcAqutPZzg27VtP/21Jh6KOxAHCYPWZXH6oNO3p9AUAwR0+oU1Qb1lzb7OB2bELrj5N26xNvPq2Pv8hA1jbs63003xb26Hu0S7bHAGAV3emMAACAkF72/ehOZycLALeHUUUVVVSFqRp52IkDYC/+fe+wMKqoooqqMFUjBf+3QQB4ChwAGVVUUUVVhKqRAgJgMwKAKqqoSqBqpMBcAHz9R+YYgOYgoYoqqs5ZNVJgIQBuWZfOQWDNQUIVVVSds2qkwEAA1Nd0EA6A9su5FWuhqi2jiiqqwla9sBAAn5d+APwO26pAAeCyYi1Utd9QRRVVYateWAiA6/N6bvnzom7XKPM/AUAAUEWVftWL0QBQjQC/Zn1/ZMX9XG7lrp88xh4gAoAAoIoq/aoXBgKgup/L5+XHn/szDtgFpFyltLlQRdW5ql4Y2AX0CIDf7X/VrqCgCAACgCqqEqh6YScAHi/9nzd2/LzM3+DXAwFAAFBFVQJVL+wEwP1avvT/vGieBqo5HRMAVFF1nqoXBgKgfumfP48F1weDQyIACACqqEqg6oWBAKhP/Lllz6PAVQ6EFDIAMqcp9MRVzTdUUUVV4KoXFgLg8/Kc+h//Pab+m8NN3tciAAgAqqhKoOqFhQB4XgriV3tFCOnTQMWmYwKAKqrOU/XCRAB8fzxn/eoGYcHfABAABABVVKVQ9cJEANzvt+fu//qtQGhhAsBhxVqoUtpcqKLqXFUvjARAXH491ls5k5OjuarJwUsVVVRtq3pFAARAAASsEtpcqKLqXFWvCIAACICAVUKbC1VUnavqlY0A6N8RQOSDYL2VkzmtWAtVzXdUUUVV2KpXJgIgz3oIAO2qu8MQp+rlO6qoWqp6ZSEA+ncEJgDUqzQnWtUqoemFKvWqVxYC4Bphzu8hAIJWaU60qlVC0wtV6lWvDATA90fk+d87ADoPnJkczVVNTntUjVTNTAlUUbU0NxkIgOqOYBH59djo5Nhfjzarym+ocququ5Wq1VX9MgtVrwiAAPx6bLCxZ6LT8f5V4SZHC1Wrpz2q6qp+mYWqVwYCoL4fQDSLb7OmHtZ2dfP17OC1UOU47VFF1eaqfpmFqlcGbgof4w4APWECwGHwWqhKYeKg6hxV/TILVa8sBED0fUB+/dVdZc2amh28FqpSmDioOkdVv8xC1SsDu4DqW8HE49dj3VXWrKnZwWuhKoWJg6pzVPXLLFS9MhAA1W0AWjIfBGsf2Kyp2cFroSqFiYOqc1T1yyxUvSIAQrSLAAhWlcLEQdU5qvplFqpeEQAh2kUABKtKYeKg6hxV/TILVa8MBEB8fj3WXWXNmppdsRaqlDYXqqg6V9UrAiAAvx7rrrJmTc2uWAtVSpsLVVSdq+oVARCAX491V1mzpmZXrIWq5rdUUUVV4KpXVgKgOhAQ56pwXj3WWznNN8NVZq5qcvBSRRVV26pGeAZAfYuVuB+xHXJo2LjOceAYEeDSY6MPah7YW1uTK9ZKVfEPVW5V9XdUUbVYNcInAL4/OqfU7BkBSw2b0jsP6MefoG0qLPbY1IN6G3vzg9kpwULV8hCnSnB6oUq9aoRPAOTtJBr/SptdSw2b8Ays388vb1Eia7HHph4kP71QpV4lNL1QpV41wiMAvj86u1G+P3Z8C7DQsCm3zqRfhMHvYA2qLPXY5IPkpxeq1KuEpheq1KtGeATA1/tb57s88t22uhYaNuXa3fH/eM/yNlPrZanHJh8kP71QpV4lNL1QpV41wkAADO4HEOHi0Es9NvmgZrVV/5QLGluxVFE1WlV9RdVyVfuP1aoRBnYBPV7zd3f63EQuBdEO3nbdzQ1xqqgaqVqcEqjqdqbtqhF+B4GbKTSFg8AEAFXnrVqcEqjqdqbtqhGbTwPdcQ/QWXcBCU8vVKlXLU4JVHU703bVCM8Pgl2r6T/48dRZDg0bo30QOOuvu/v4iqWKqtGqzldUzVe13Wq1aoSFS0FonwYqPb1QpV61OCVQ1e9My1UjLASA3AfBOsN1ZmO3UNWpoMqranRjp2qsqu1Wi1UTLARA/1IQ4Q9aZGt7LOuusuKbcgEvU+j5q5rfNEO2HcVUURW0qh2GFqsmjAbAwmO6Pi/ynwO4x74YnH8A3J9rq50c61+bqeqO1/5DqHKpyqhyr7qbrppgIwDELgedDQbvYAHd9XDyqnuZym1Vv4yqhaqMqi1V3cF69qoJJnYBxba2x9q1NDc5Wqjym/aokplC067qDtazV00gAAJY22P1imq+mliv56+SmxKoOnNVPSSHZRaqJpgKgM9LnPsXrO2x7uQ4t17PX1WVtVVTmzFVVG2s6gzJYZmFqglW7ghWNLSY/yVuCFPUO02hp6962YypWle1OO1RJTkd7181wcQdwW7Po791s2OcB7q+vnzM8hR67qp2w6XKq2pm2qOqX3WfHaynr5pg4Y5gxSv/R4sf/z3m/sd7l+AtXuyxyfqlKfTsVW0ZVV5Vk9MeVcOq+Sn09FUTDFwOupjz38r/iqn/evy1gFSn4/2rBKbQlKuGZVTNVElNx/tXTbBxQ5gipB7/Pd+4CFwOWnU63r/q8Ck07SrJiTahqpEp9LRVEwwEQHU/gMd/z6YSAEJVh0+haVcdP4WmXaU+aWsGQGq7gKoAuFUXryYAhKoOn0LTrjp+Ck27Sn3S1gyARO8Idq2uCCpwQxjV6ZgASKzq+Ck07Sr1SVs0AJK8I1h9CEDhhjCDyfHuNIWesmpk8FK1riqFiVamammwnrhqgo07gj2m/rz8yEJxSujhN4RRnY4JgASrJCda1SqZ6Tj1ADiGZ8PKTwA/J/4iuERuCFN95bBeqaJqompQNjbtUVVXKU3HBIAP34aVF64oJv480g0BfOu1pxeq1KskJ1rVKqXpmADw4d2w4k6Q1SlAwff/3AkAqgiABKqUpmMCwIdqwwgAqgiABKvGptCzVk0gAAIIHAD3ej1SRdV8lcz0QpV61QSDAfD1H6kPgt1f1pjM9EKVepXM9EKVetUEGwFQHANohT4MPNxWl+sHDx3d2C1UCUyhaVeNb+xUUTWsmrL1pvC78m1W/akF3QAYKbBQNTLtUbWmalhGFVXjVVMsBED9OYDa0R8Ee5kcRwssVL0OXqqooipC1RQLu4Cuz3NA8+eJoNcI8z8B4Fslu7lQRdW5qqYYCIDqfgDVVUDz428JqTodEwBUUXXSqikGAqC6Yunn5XkxuEccSO0CmiywUNUbvFRRRVWsqik2AuB3+1+1Kygo/wCYKbBQtVhGFVVUhaia/q2VACivCl28Ezj6fgCq0zEBQJWxKu3NI+imNvlLKwFQ3w3+83L0HcFUxwgBQJWxKu3NgwAY8GtY/dK/uhXY8beEVB0jBABVxqq0Nw8CYMCzYXl9N/jnUeDjbwmpOkYIAKqMVWlvHgTAgGfDPi/Pqf/x32Pqv0W4jRkBQJVQleBEq1qlvSIJgAHfhhWXgvjVXhFC6DTQmQKqqPKrEpxoVau0VyQBMODbsOIu9r+fR4ML4e9jTABQJVQlONGqVmmvSAJgwL9ht+fu//qtQGgEAFVCVYITrWqV9ookAAZUG0YAUCVUJTjRqlZpr0gCYEC1YQQAVUJVghOtapX2iiQABjY0rNj//+PPPQ9+CmiBAKBKqEpwolWt0l6RBMCAd8PKw79FAMS4GjQBQJVSleBEq1qlvSIJgAHfhlWn/zwC4BrjLFACgCqlKsGJVrVKe0USAAOeDSvOAv35t7wc9DX8HSEJAKqkqgQnWtUq7RVJAAx4Nuz2PPezuh9AHuFEUAKAKqEqwYlWtUp7RRIAA54Nuz6v/tPeEObgawEtVxcVFqpktxaqjFRJbx5BN7XpX54+AKqrgVYBEOGekON3Ypspd6mwUKU4JVBlqUp68zguAFQjwK9Z1f0A6gAIfzloAsCzSnFKoMpSlfTmQQAMiQbAyvdMqmOEAKDKWpX05nFcACwt8Sh+DRvsArpyDEClSnFKoMpSlfTmQQAMeTbs+nzNXwXA4/3AwfcDUB0jBABV1qqkNw8CYMizYeU9YMoAqK4MHRYBQJVOleJEq1olvSIJgCHfhj0//fUMgDzLwu8BIgCoEqpSnGhVq6RXpHwAxLmuwgzfAKguBVEK/0FgAoAqoSrFiVa1SnpF6gZAMaH+ru6wGP7+WtN8A+C54yfe/E8AUCVUpTjRqlZJr0jZAPi8FDPp/7oUc/91z/cA3gHQRECM6Z8AoEqpSnGiVa2SXpGyAVBM+vUVFb4/olxhf9yGAIiKAKBKp0pxolWtkl6RqgHw9V689L9V11S7xnlRPcpKABQlVFHlVyU7CSlWKa/IoINi+nceAfDrXsfA/Z4nFADFvqsYb1gIAKp0qiQnWtUq5RWpGgDfH2/db1LYBfT1Xl4PtLotTGgEAFUiVbINo+rQqpnfrT8GkLen/lSXWdiJbwDcnkd/61OBjr4hjNtmTBVVflWyk5BklfCKDDoopn+1PgC+3utJ9BZnl8oUzwAoXvk/Xvc//ns0+/gbwqiOEarOUaU50apWCa9I2QBoj/ze9nz97x0AeflphWrqv+pfC0h5JFGlXSXbMKqOrJr51ekvBVGdsfr477n7P4HLQSuPJKq0q2QbRtWRVTO/On0AVPcDqHdcJREAd+eNnSqqhlWik5BmlfKKDFg1/RsrAXCrLltBAFB15irZhlF1ZNX0b7YFwOdF/nMAVQBcqyvX5fo3hLkrjySqtKtkG0bVkVUzj+9YKB6RQACUp6rWhwAOvyGM61ZMFVU+VbINo0qxamsA7MqzYdesvBNA/WGw0Jevc3xlBgDyHI+dHMCzWeUngJ8Tf3EJ6wh7gET7CwBWOl0APO8DVk78ucANYQBAlst0llf7jPb8HLB/ABRnANWnAMW4fUEGAGexMN917q+VxKUgojtsRQFAaAvzXd5eUfPrPYWLwcUmf/TcBa0/TtqtT7z5tH7lIr8/OrvR07gcdGRpDyEAaCxNZ/WtYEop3RAmFgIAwEkQAGsRAABOgl1AaxEAAFQ5HNftly8U5O259BwELhAAADQ5ndjTf8BCQe800JWlp3gAAB4SSURBVB33ABEAALDC2tn/7jadXavpP/h11WapzrMEAAA9HtO/8nSm2jDdHgNgls/0rzydqTZMt8cA2OT16r98oGPhzreEJwAAwMXqQ7/dhzoWEgAVAgCAEO/Z/04ArEcAAFDh/+K/erhjIQFQIQAAaNiw86degGMhAVAhAABI2Dj73wmA9QgAAIfb/OK/WkqItsSg2jDdHgNgg+PdXFwWFKA1UYg2LESnA4C3QJN/vaggCwpOtVmq/QXAhJCTNgGwlmp/ATi/cC/+q8WFW1ZYqg3T7TEApxZqz393iQEXFpRqw3R7DMB5hZ/978rTmWrDdHsMwDkFO+vndcHBFxmIasN0ewzACUWb/e/K05lqw3R7DMDpxJv8y6XHWvJWqg3T7TEAZxP5PE3d6Uy1Ybo9BuBUor74r/5C1MVvoNow3R6DLgYN1oq457/7R+Iu39/ODcur7v75d6FQt8cgKIt5BA/ntdOo0R2Yaxv29Z6N+edfh8d+f3QesRABuj0GOd2ReHRbkJK9RozuuNwzAPLsx592MfPXvdbtMajpbMUkANzt94JBd1juGADfH52q74/5twC6PQYt/a2YBICjPd8w6o5K34bdsvrlfBEJv10e8vX+1vkun88M3R6DlOFWzMCBi333F+qOSs+GfV46u3Bu7a6dOQQAQhvZihk5WLbz4SLdQenZsGv2NvndFHYBIbCxzZidQFiy+9kCumPSr2Ff7729PjfXg8BNGQeBsd34ZkwCYN7+Z4vpDsk9A6B3GujCI3R7DCqmNmPOBsWMI4aH7oD0a9hjKu/vAlr8YFdTWVrcZaTbYxAxvR2TAJh0yODQHY/exwA6bwFyhwl9JbZgzJvfjokAjDpoYOiOR/+zgOqdOMWXTmcBrSHbX9CwtEXxqWCMOGpU6I5G32bVF/UpOX0OoPvgxQeo9hcUuGxPRAD6DhwRuiPRu2G3dvpf/fqfAMAGrhsyCYBWduQrAt2BuKFh1VUhnE4A6tS7nQak22M42IrtmAhA6eD3g7rDcM+G3QgAbLZqQyYBcD98+leeznZtWP3xL3YBwdfaLfnoTR/HO34MHP33p+3csPITAwQAPK3flI/f+nGkw1/9l404ugVTvBtWnP3puj+n43nhOAIAfry2ZYEJAMfIDj30223H0S2YEuY0UPcAeH6ImACAF89tWWEKwO5UZv+78nTm2bD+8dw1AVBmBwGA9by3ZpFpADvSmf3vytOZ/6Ug1sz5fZ8XAgDrbdieheYC7EJrjSu1pc/7YnD+878T3R7DQTZt0VKvBxGX3srWak2X9+Wg5y/nv5luj+EQmzdpvVkBMdR7pY9uR49YczoIAKQgyCatNzEgoPaQ5NEteSHYpIr3LiACAPsJtVFLzg4IQHj2vytPZ54Ny51vAeNJt8ewv4CbteoUgQ2Ep/6Sbts8GxZ9H5Buj2F3Qbdt7ZkCaym/8G/oNs+3YZ+XuO8BdHsMewu9dctPF3CSae/26dJtofdBYP8Pgrm1S7bHsK8I23cakwbmpDP5F3RbSQBAWpxNPKG5A6+SW326bRUNgKTWLuKJNxCSm0RQSnHF6TZYtVmq/YVdxR0HKe1EQEr7/Id02yzaLOH3TNhP/M0m4UnFQTbt6KatlXDT78rTmWrDdHsMu9lpY09+chyamffTTIKEmvr00r+6bd/QsOJAQHF3lying+r2GPay7yaf5MzYtWp2TyUKtFs3bqRXdZvv3bDyOPDz9l7LF3deT7fHsJPDNvrkJp0tU7lwDEg2yoGJAKjOA3oEwDWLkQC6PYZ9HL3Z7zL7bLrBQeCpWysGZBoShO7z8GzY90eW/fz7eXkEwLabw0zR7THsQmHbDzwhjk3a62fdCFP/+OIDLjSxFoSn+1w8G3bLimsBlQFQ7AQKfmEg3R7DHoQ2/00T7eKk75gEMef8mWZvfPzS4tf1QcJ0n45nw67PKwFVAfB4OxD8QLBuj2EHahPAyqnJb05zyobdOmbVn3NsutQT3JPuk9p0P4AqAB5vAbgUBAISnQXmJqyQs5nMrOj251f3iebajUn3GXtfCqI47lsHwM05APJqACy+Y9DtMUSnPUNMT2tnnOAWn9bZnnAUuh20ZwAUR44bCxGg22OILLX55HRz/ojpEDj9Uw9Ct4+C7AK6uh0DyLOy/O5wQxndHkNczCiyhglgIPkC0e0l74PAxWv+KgAes/mbw2O+PzrvE74/5jNDt8cQFTOKtnbKt/DOJxTdbvI/DfStDoBiz47LJ8G+3rsxkc/vNdLtMUTEjCKvXkWsqhV0u8q3Yc9Pfz0DIHc5plsgALCASSUF5zvSHZ1uZ228FETJ7RwgdgFhFpNKIpj/19LtLe+GdU7pcT8HtKnkIDCGmFRwVroje0PDqghw/wxY7zTQhYfp9hiiYPrHeemO7Z0bdq2m/8WzhnR7DDEw/+PEdAe372mg4a//2cN0YArTP05Nd4B7fxAsyn3AGrL9hQh0Nw8gBN0R7n0pCJePfg0VBwGqDwP3TgkaodpfCE534wDC0B3he74DqE4d/VUugQBAgfkfp6c7xP0/Cbz+NpB58bahevNAAOBenVF+dCOAyHQHuW/DPi+r3wPUn/26FglAAIAPFMEI3VHufQygz+WkoOZSENfsFwEAZn9YoTvQjwiARwL8JgBs48U/DNEd6jsGQHv5n++PH/8lAAxj+ocpuoN9z4blzbmjn5elzNDtMWzG7A9bdMf7ng3r3DjgRgBYxYt/mKM74vdt2LU5efTrnQCwiJ0/MEh3yPseA2ju7ltwvCfwGro9hg2Y/WGR7qgPFADBrw2n22PwxYt/GKU77kMEwNc7AYAl7PyBWboDf3XD8mwMu4Awi9kfhumO/dUNe/kIQHuBt6Dtku0xrMaLf9imO/rXN+y2x/wv3GNYiekf1umO/yAHgSPQ7TGsw+wP83Q3AQIAEfHiH1CezlQbpttjcMbOH6CguxWINox54wSY/YEn3U1BtVmq/QVHvPgHarobg2izhN8zYVF9ctjR7QA06G4Lqg3T7THMY/YHBnQ3B9WG6fYY5jD5Ay90NwnVhun2GKbw0h8YpbtVqDZMt8cwij0/wBTd7UK1Ybo9hr7OFUGObgqgSXfbUG2Ybo/h6eV6UEc3CJClu3moNky3x0wbuxLs0W0C1OluJaoN0+0xi5j3gQ10NxfVhun2mB1M+0AQuhuOasN0e8wC5n0gIN0tSLVhuj12Ykz7QAy625Jqw3R77FzGdvMw9QNB6W5Rqg3T7bHkTcz5zPtAJLqblmrDdHvsEDOT9kZHPzPg/HS3s50bllfTzs+/C4W6PRZfvNmeOR84gO5G59mw6z//rn/Q90dnFlqIAN0eC49JGzg13Q3Yr2GPqXzxNfyrPGtuJf/1nv2ardXtMQ+8RAcs092m/Rr2mL/fVj/o+6PztuH7Yz5B9uixtfNyNPGfKoDj6G7jO74D+HrvhkY+uxNp7ax49BS+YG1XATgR3UnAs1m3LPu99jERA4B5GYAs3dnGt1mfl9XvAeR2AQHADnSnM+9jAH1OJwXlbZmtg8AALNOdzvYMgN5poAuP0O0xAFhFdzrbMwAerlX94jlEnnv1AUCP1zy7A9WGHb2+ACCYoyfUKaINq3tMt+Nc0PrjpN36xJtP618Wqdolqs1S7S8AWOmUAVAcCPjx5557XBRimWp/AcBKutOZd8PK48BFAHh8JmyZbo8BwCq605lvw6rzgB4BUJzYEz4BdHsMyhg3EKQ7LD0bVpzS//Pv56W4vOfV/SxQd7o9BmWMGwjSHZb+1wL6VVwP4nl95zxb+FivB90egzLGDQTpDkvfG8I8rwRUBYDf3QHm6fYYlDFuIEh3WHpfDrp4zV8FQPciP6Ho9hiUMW4gSHdYel8KojjuWwfAjQCABsYNBOkOSwIAZ9KMGwYQdOiOxiC7gK4cA4AGAgCCdEej90Hg4jV/FQBedwheoNtjUEYAQJDuaPQ/DfStDoDiMwHBPwmm22NQRgBAkO5o9G3Y89NfzwDIsyz8HiDhHoMyAgCCXEZjXl04Osq11SZtvBREKfwHgdl+4YUAgKDF0di7W+KeEeC9mXRaHGH+Z/uFFwIAghZHY56V59PcHe6XHtSGzaSKgBjTP9sv/BAAELQ0Gr8/OtPo98eObwFUNxO2X/ggACBoaTR+vXfPo8zjvKgepbqZsP3CBwEAQQTAWmy/8EEAQBC7gNZi+4UPAgCCHA4CNwmgfRC4d/pnxBNB2X7hgwCAoHWnge64B4gAwKkQABDkMhqv1Vwa/LI6s0QDIGP7hQ8CAIIy2QnNt1m3rP7kQhEJES4FJNpf0EYAQNDpAuDz0jlQcWs/xRaMan9BGwEAQbqj0fty0G+T3wWh22NQRgBAkO5o3HRHsBp3BIMIAgCCdEcjAYAzIQAgaPmTwHFPqpzmfUvI/i4gbgkJCQQABC2OxmtaAVC0t30LkEc4d5XtFz4IAAhaHo35zuf/1/zPAqpjqviSs4CggQCAIIfReA1/Mr0L380k771lCd90tl/4IAAgyGE0fr3vey/Iivdmcmun//Cv/9l+4YcAgCC3ewIf8RZgw2ZSHbnmjmDQQQBAkO5oVG2Ybo9BGQHgig7akW5nqzZMt8dwGIdBQQC4ooN2pNvZqg3T7TEchgAIiA7akW5nezesOPuT+wFgTzEDwNyAM/eEj6Tb2WFOAyUAsAMCIKDyCZt72sfQ7WbPht0yAgB7IwACIgB2pNvN/peCiHu9Ct0ew2Ec5qzHL/1mNnMDjgDYkW43e18MLvL1inR7DIchAAIiAHak283el4P+tVy1hW6P4TAEQEAEwI50u5kAQDIIgIAIgB3pdrP3LiACAHsjAAIiAHak282eDcvD3wKmT7fHcBgCICACYEe63ezZsOj7gHR7DIeJFgDNo0b+3FkRADvS7Wbfhn1eor4HyHR7DIchAAIiAHaUyU5o3geB434QTLa/cCACIKDyOZ/7OcogAFa3S7S/cCACICACYEe63UwAIBkEQEDhA+Dc/bWJbteoNky3x3CYyAEwfMi5x2DkAAi24FOsBd0nodow3R7DYeIEQDMTDiewc+8hIQB2pPskVBum22M4DAEQ0PjT3rjEiW+2LPIUq0D3Sag2TLfHcBjnAFg1bzgEwOTCEh6mBMCOdJ/E2oYVh39/cxAYRyAAAgocAL0FxVlqwnSfBAGAZBAAASUUAAn3ckX3GRAASMYwAEYGCQHgigDYke4zUG2Ybo/hMARAQNECIPxSE+7liu4zUG2Ybo/hMH4BsDSUCIBwi+stONhSk+vl7s6R6gcHt2iSasN0ewyHGQ+A8XmbAFhAAMTS3zte/ejgNk0K07Cv/3AMANEdEgDFTwkAx8X1FhxsqYn1so0AuHEQGDsjAAKKEgBVZxEApw+AK2cBwZP3uiUAAgoZAMPOmlvqqj+XZACM0H0Gng37vPQD4HfYVin3GLYyFAALv488ymcXLx8Aod9NHEn3GXg27PEG4K24M/Bb+XXw+V+4x7AVAeD68I2GT2j4y6MCYOR3Ez8KHACHzSq605lfw74/njeEvJW7fvLwe4CEewyemlWacACMlDi0eO7vuvHrMnMBsLTgyd/Hnm50pzO/hlX3hP+8/Phzf8YBu4CwpNmSAwRAd0FZ1v/lbACMTwHHB4DzW4U1kyEB4BSC4w8MymX5ebU7Pea91l95B8Dv9r9qV1BQBMBJ9KYuOwHQa9R4bfuj5Tlu+GwcuvB0AeD2nGd/tL0PPDtr8WGPF9GtPSNgUwA8Wl28EXi8EwjeZAKgK+HeCBwAvRm5O+cHDYDuj5YCYPzZHBwA409o5PfDRvitG48AGPzePQDmWphuAOTZc2dKodq9spNNAXC/li/9Py8pnAYqOYu6DT7nIRrtOW6ZtNuvnLe2yVk1oQAYPjCtAHD4CxPLmuyWkdXV+934j4QCwDsgFx/2/dGZQb8/dnwL4Pd86pf+eflu5Rb8KHAGACcyN999vXd3oufhT6qZ5PnCrjrx51a+ccmD77U6emUBQEhz811yAfB5eU79j/8eU/8tkzkI3H3Y9PvrkaqRP7mmavjGfHK/wP31re3SXxxZysJjX6omd4zM7RGZNtmCyf0AE7s/JvdE9P7I3A4Fhz4YNnjkj/aWMLnuJndh9H40XOr495P9O3zO4z0zsji3XSsOfTkcJpPrdWkbXdP06R+NtHOuUe1zHl9jc6t+ZEjOLt7dUnFqu4DKS0H8aq8IYfc00PUNnX6E27I8umbNQxzG9twWNL3RjLRpcgrofe0waS08ld7sM9y+3RY8Pp0M2zny8OFfmZvg2gaMTJnLs+iwXe2yFp7fSJunF+88+bWFk02/D/pn5EeTCx42qrfc8Un7PvMEDg2A7mepUjgIXJ629Pte3xos+BuAdALgjNbMrRO/GGzvEQLAQcgAuPdnEPcAGP7IOwCGz2OwOOcAmHxmY99vCYD7oMtH/tDIs7kvr3C/ABg8fHyhvaZOP+fgAdA7DXTHPUAbLgd9K89bqt4KhEYAHMit8ycDYOSXE0s8MADuk8td+FvTAeD0cPcAGFnc+gBwaVFyATBol0MAjDx2orUHBcC93ZsS/tX0HNV5lgBIWwoBMNGujQHg0Kg1VSPz40hzZufl9Z0XLQCWWrdLAAz/6MgDu39hbEExAuAYqg3T7TG40AqAXiO2B8CwarcAGC9cCoD1zhIAS+0a+SkBoEG3x+Bh9rXpcGtKMQBWNSpY1T2dAFhTHz8Apv86AeCIO4JhMwJgsygBML34lX9lbQB4tYsA2MCzYb2D1gQA/KQYAKuq4iMAZtbz+oUSAG7yjADAZgTAZgQAAbCFX8OKNwBxz1bS7TGENrJ1NV8QAAsIAAJgC7+Gfb3Hvma1bo8hNAJgAwJgaj17LZQAcBL/08q6PYbQDgwAl+ZsqYov5ux/DxUAcdtFAGzgvQuIAEAgDgHgvWACINzilQLgvjBD+y6RAHAT4SaQfbo9htDmAmDs92sW7BEAzsuWQABECoDmLxAAI+pbgkWj22MIjQDYYP8AWPnwaAiAEHwb9nmJuxNIt8cQGgGwjXAAxEQAhODdsEcC8DkAhJBkAAghAAgAb54N45PAiC9OAGxZoiQC4IgAWL1kTd4HgQkAxBY4AF4WfBKR39IkEQChltj5jwCYxieBsQMCwAkBQAB482vY1zungSI6AsAJARAvANo/NFa5dsmCvAMg7gfBMt0ew262BsDkY881uswHQMAldv4LGwBCHdfjvQuIAEBsBICTyM9GNQDuwaOPAHCWczE4REcAKNAOgAiLcwgAzyUL8j8NlE8CYx8EwNFUAyAwAsBd7AtC6/YY9kYAHI0AIAB6HtM/nwNAAgiAEAgAAqCHAEAaCIBAIp9qJIEAcEUAIA0EQCAEQIAlC1JtmG6PISUEQCAEQIAlC1JtmG6PISUEQCAEQIAlC1JtmG6PISUEQCAWA6D9MQEwojgQ8OPPPY9yOqhujyElBEAgBECAJQvyblh5HLgIgCzGZ8J0ewzpY3StRgAEWPKs+hL7ka+xMLDhg2BVAFyzGAlw+sGGAzG6ViMAAix5Wu8OW3tGgP+lIB7N/Lw8AqBIgOBngZ5/sOFAjK7VLARA5YgAyIvX0qXol1ru8Xxit6xoZBkAxXuX4C22MthwBEbXaoYCYGiHAPj+6LyG/v7Y8S2A5xO7Pt+mVAHweDsQvMVWBxv2wOhajQDYuIhZX+/dG2zl4feoTPJ7YtX9AKoAeLwF4JPASAijy4fVXgvwvM8WAF/vz+O+dQDcCACkhNGFXZ1tFxABgJQxurArh4PAzRSawkHgwS6gK8cAkBJGF3a17jTQHfcA+R8ELhpZBcAjst4WH7ESmyjiYXRhVy4D7lpN/8Hn0ln+p4G+1QFQhFfwT4KxiSIeRhd2pTvgfBv2/PTXMwDyKB9d0+0xpI/RhV3pDriNl4KIts9Kt8eQPkYXdqU74Lwb1jlqEWX+l+0xpI/RhV1lshPahmZVERDlkLVsf+EMGF3Y1SkDICrV/gKAlZY/CRz3FuvTfE8Djd1EAgDASSxOZ9e0AiDG5d/6MgA4i6UJL9/5/P+a96UgIjf36PUFAMEsznjXGDdWXKb6DqCS9p4gWn+ctFufePNp/Xpf7/veC7Li/0ngXfKKkXQcWn+gtJtP6z3kh7wF8H2un5edb14MAAjL+xhA357XrwMAhEAAAIBRBAAAaLjteTOYQtJHawDgRAgAADCKAAAAowgAADCKAAAAowgAAMA+CAAAMIoAAACjCAAAMIoAAACjCAAAMIoAAACjCAAAMIoAAACjCAAAMIoAAACjCAAAMIoAAACjCAAAMIoAAACjCAAAMIoAAACjCAAAMIoAAACjCAAAMEo6AG5Zlv3z79Gt8FQ0/uHHn6Mb4iGvez3JNVC3PsU1kBctru4Lnl7nd1qfYOfnnf5Or+89KQfANbkh1JWntwXUbvXYT3INNK1PcA2UHZ79/HtPsfO7rU+u878/yhb/Lr5Jr+99CQfA56VYAddyPKXnmuzwyesXP0mugab1Ca6B23PO+bwUr6LT6/xu69Pr/PJ1Q/78N72+9yYcANdnGH9/pDaSSt8fib6DfGzA/+N/lm1PcA10Wp/eGqh7+vPymHmS6/xe65Pr/Lr113LqT6zv/ekGQD2E8nqXaFq+3t+OboKfa/ar6voU10Db+gTXwNd73fKff9Pr/G7rE+z80nPST6/v/ekGwHMc3Yu3ZkkOpVv269oez0tLtQEkugbqzTfdNfB5eUu18+9l65Pt/GvR3en2/Xq6AfB8J3mvxlN6qoNgSe5GrKbQRNdA+/ot0TXwfAKJdn7d/Ul2/ueljKxk+94DARDJtXz1cE3vRdBZAiDZNfDcA51o59f7z5Ps/CIAishKtu89EABx1e8mk3KOAKiktga+P54zaLKdX55HWUmt88vkSrTvvegGwDl2xCV3NkThHMcAxr9VV56BmGrn162vJdb59/JQdpp970c3AM5xKD69LeDeNDrRNZB0ANzqveZJdv5tuM8/rc4vFC1Osu896QZA2ifj1ufE1e8mk9LuRU9xDTTvXxJcA3n7mjPBzm9bn17n905iTbDvfQkHQPnBwlQ/jlceBRvsEk1EeyJlimugfxA4qTXQ3eeQXud3W59e5zct/pVi33sTDoC0L8jx9V6eB5fim8jmjXuSa6D9IFhqa6BucXn2ZGqd32t9ep1fXwuoOnsprb73pxwAiV+S75rsEGr33Ka4BtrWp7YGblk3AFLr/EHrU+v86rML1TuWxPren3QAAADiIQAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAACMIgAAwCgCAOf39X+Kf78/sn/+PbopgBICAKd3zX4V/xEAwAABgLO7ZQQAMIoAwNnVAQBggADA2REAwAQCAGdHAAATCACc22P6f/pdHwP4es9+/r3njx/9+FMU5OVv+/W/J5cHnAgBgHMbDYD/91H+8Ffx3dNbWf15qco5XAwLCACc22gA/O/qhz/+WyVB9Zq/mf9JAJhAAODsBqeBPl/zN188vyrm/beyotwvdGvfEwAnRgDg7EYC4Off6hftV8UXt/r7oqg8QgCcGQGAsxsJgPIYbzvLP74qfnVtZ31OHYIFBADO7jUAqv37w6/K84NKnxf2AeH8CACc3ZoA6GrCADgrAgBn5xwAnXOACACYQADg7NYEAJM+TCEAcHZrdgFx9j9MIQBwds4BUHwMgGtAwBICAGfnHADFZYHqtwCcBgoLCACcXf3xruUAeJ4G9HwPcM34IBgMIABwduXJPb8dAqC5cFB5oTjg7AgAnN33RzmfOwRA50xQ5n8YQADg9J4J8OYUANXtAfgUMGwgAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAKAIAAIwiAADAqP8PsmL8KUgY6+kAAAAASUVORK5CYII=" title="" alt="" width="768" style="display: block; margin: auto;" /></p>
</article></slide><slide class=''><hgroup><h2>Outlier detection from univariate time series</h2></hgroup><article id="outlier-detection-from-univariate-time-series" class="smaller ">
<ul>
<li>Residual component roughly follows a standard normal distribution</li>
<li>Exploit this using Student's <em>t</em>-distribution</li>
<li>Grubbs' test for outliers (extreme studentized deviate test, or ESD)</li>
<li>Test is iterated until no outliers are found (<em>e.g.</em> reject \(H_0\))</li>
</ul>
<p>\[G = \frac{\max\limits_{\nu}\left|R_\nu-\bar{R}\right|}{s}\]</p>
<p>\(H_0\): no outliers</p>
<p>\(H_a\): at least one outlier</p>
<p>For two-sided test, the null hypothesis is rejected if</p>
<p>\[G \gt \frac{N-1}{\sqrt{N}}
\sqrt{\frac
{t^2_{\alpha/(2N),N-2}}
{N-2+t^2_{\alpha/(2N),N-2}}
}
\]</p>
</article></slide><slide class=''><hgroup><h2>Extracting the residual component from STL</h2></hgroup><article id="extracting-the-residual-component-from-stl" class="smaller ">
<pre class = 'prettyprint lang-r'>names(msft_stl)</pre>
<pre >## [1] "time.series" "weights" "call" "win" "deg"
## [6] "jump" "inner" "outer"</pre>
<pre class = 'prettyprint lang-r'>head(msft_stl$time.series)</pre>
<pre >## seasonal trend remainder
## [1,] -0.292745057 0.1035591 0.289185945
## [2,] 0.006206882 0.1111303 -0.007337161
## [3,] -0.027554415 0.1187014 0.028852968
## [4,] 0.238298734 0.1291275 -0.257426188
## [5,] -0.117503871 0.1395535 0.077950408
## [6,] 0.032527383 0.1519589 -0.084486241</pre>
</article></slide><slide class=''><hgroup><h2>Approximate normality of residual component</h2></hgroup><article id="approximate-normality-of-residual-component" class="smaller ">
<pre class = 'prettyprint lang-r'>residComp <- msft_stl$time.series[,3]
hist(residComp, breaks = 50, main = "", xlab = "Residual Component")</pre>
<p><img 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" title="" alt="" width="768" style="display: block; margin: auto;" /></p>
</article></slide><slide class=''><hgroup><h2>AnomalyDetection from Twitter</h2></hgroup><article id="anomalydetection-from-twitter" class="smaller ">
<ul>
<li>Designed to detect outliers in time series data</li>
<li>Seasonal hybrid ESD (S-H-ESD)</li>
<li>Uses piecewise median instead of STL trend</li>
<li>More robust to extreme outliers</li>
<li>\(Y_\nu\) is split into non-overlapping windows</li>
</ul>
<p>Residual component is calculated as:</p>
<p>\[R_\nu = Y_\nu - S_\nu - \tilde{Y_\nu}\]</p>
<p>Then ESD is calculated using this residual and median absolute deviation (MAD)</p>
<p>\[G = \frac
{\max\limits_{\nu} \left| R_\nu-\tilde{R} \right| }
{median \left| R_\nu - \tilde{R} \right| }
\]</p>
</article></slide><slide class=''><hgroup><h2>AnomalyDetection syntax and results</h2></hgroup><article id="anomalydetection-syntax-and-results" class="smaller ">
<pre class = 'prettyprint lang-r'>msft_vec <- msft_data$count[order(msft_data$timestamp)]
outliers <- AnomalyDetectionVec(msft_vec, plot = T,
direction = 'both', # detect positive and negative spikes
period = 12, # number obs. in single period
longterm_period = 72) # number obs. for which trend is "flat"
outliers$plot</pre>
<p><img 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" title="" alt="" width="768" style="display: block; margin: auto;" /></p>
</article></slide><slide class=''><hgroup><h2>BreakoutDetection from Twitter</h2></hgroup><article id="breakoutdetection-from-twitter" class="smaller ">
<ul>
<li>Designed to detect mean shifts in time series data</li>
<li>E-Divisive with Medians (EDM)</li>
<li>Robust to extreme outliers</li>
<li>Non-parametric</li>
</ul>
<p>For \(Y_1,\,Y_2,\,\dots,\,Y_N\), let there be a point \(\tau\) where</p>
<p>\[Y_1,\,Y_2,\,\dots,\,Y_\tau \thicksim F\]</p>
<p>\[Y_{\tau+1},\,Y_{\tau+2},\,\dots,\,Y_N \thicksim G\]</p>
<p>Kolmogorov-Smirnov test to compare distributions</p>
<p>\(H_0 \colon F = G\)</p>
<p>\(H_a \colon F \neq G\)</p>
<p>But we don't know the location and number of \(\tau\)…</p>
</article></slide><slide class=''><hgroup><h2>E-Divisive (with medians)</h2></hgroup><article id="e-divisive-with-medians" class="smaller ">
<p><strong>A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data</strong><br/><em>David S. MAtteson and Nicholas A. James</em><br/>arXiv (1990)</p>
<ul>
<li>algorithms to narrow search space</li>
<li>Twitter's modification uses medians to estimate the energy distance between two distributions</li>
<li>Energy distance combines within and between levels of variation</li>
<li>Tree searching (bisection) limits the space in which this must be calculated</li>
</ul>
</article></slide><slide class=''><hgroup><h2>BreakoutDetection syntax and results</h2></hgroup><article id="breakoutdetection-syntax-and-results" class="smaller ">
<pre class = 'prettyprint lang-r'>changes <- breakout(msft_vec, plot = T,
method = 'multi', # detect multiple change points
min.size = 12) # min(# obs.) between change points
changes$plot</pre>
<p><img 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" title="" alt="" width="768" style="display: block; margin: auto;" /></p>
</article></slide><slide class=''><hgroup><h2>Acknowledgements</h2></hgroup><article id="acknowledgements" class="smaller ">
<p>Thank you very much for your attention!</p>
<p><em>Resources</em></p>
<p>Quandl: <a href='https://www.quandl.com' title=''>https://www.quandl.com</a></p>
<p>ESD: <a href='https://en.wikipedia.org/wiki/Grubbs%27_test_for_outliers' title=''>https://en.wikipedia.org/wiki/Grubbs%27_test_for_outliers</a></p>
<p>AnomalyDetection: <a href='https://github.com/twitter/AnomalyDetection' title=''>https://github.com/twitter/AnomalyDetection</a></p>
<p>BreakoutDetection: <a href='https://github.com/twitter/BreakoutDetection' title=''>https://github.com/twitter/BreakoutDetection</a></p></article></slide>
<slide class="backdrop"></slide>
</slides>
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        }

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

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

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

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

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

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

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

    var _first = false;

    var _gesture = null;
    var _prev_gesture = null;

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

    var _hold_timer = null;

    var _offset = {};

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

    var _event_start;
    var _event_move;
    var _event_end;


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

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


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


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

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

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


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

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

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


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

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


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


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

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


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

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

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

                _gesture = 'drag';

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

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

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

                    _first = false;
                }

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

                cancelEvent(event);
            }
        },


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

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

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

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

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

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

                    triggerEvent("transform", event_obj);

                    cancelEvent(event);

                    return true;
                }
            }

            return false;
        },


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

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

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

                }
                return false;
            })();

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

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

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

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

        }

    };


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

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

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

                _mousedown = true;

                // hold gesture
                gestures.hold(event);

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

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

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

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

                _mousedown = false;
                _event_end = event;

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

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

                _prev_gesture = _gesture;

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


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

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

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


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

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

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


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

        if(!obj2) {
            return obj1;
        }

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

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

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

  this.getCurrentSlideFromHash_();

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  this.focusOverview_();
};

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

  this.config_ = config;

  var settings = this.config_.settings;

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  return true;
};

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

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

    this.prevSlide_ = this.curSlide_--;

    this.updateSlides_(opt_dontPush);
  }
};

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

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

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

    this.prevSlide_ = this.curSlide_++;

    this.updateSlides_(opt_dontPush);
  }
};

/* Slide events */

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

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

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

  el.dispatchEvent(evt);
};

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

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

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

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

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

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

  this.updateHash_(dontPush);

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

};

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

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

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

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

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

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

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

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

  if (!el) {
    return;
  }

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

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

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

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

    // Record GA hit on this slide.
    window['_gaq'] && window['_gaq'].push(['_trackPageview',
                                          document.location.href]);
  }
};


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

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

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

/**
 * @private
 */
SlideDeck.prototype.loadAnalytics_ = function() {
  var _gaq = window['_gaq'] || [];
  _gaq.push(['_setAccount', this.config_.settings.analytics]);
  _gaq.push(['_trackPageview']);

  (function() {
    var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true;
    ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
    var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
  })();
};


// Polyfill missing APIs (if we need to), then create the slide deck.
// iOS < 5 needs classList, dataset, and window.matchMedia. Modernizr contains
// the last one.
(function() {
  Modernizr.load({
    test: !!document.body.classList && !!document.body.dataset,
    nope: ['js/polyfills/classList.min.js', 'js/polyfills/dataset.min.js'],
    complete: function() {
      window.slidedeck = new SlideDeck();
    }
  });
})();
"></script>
<!-- dynamically load mathjax for compatibility with self-contained -->
<script>
(function () {
var script = document.createElement("script");
script.type = "text/javascript";
script.src = "https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
document.getElementsByTagName("head")[0].appendChild(script);
})();
</script>
<!-- map slide visiblity events into shiny -->
<script>
(function() {
if (window.jQuery) {
window.jQuery(document).on('slideleave', function(e) {
window.jQuery(e.target).trigger('hidden');
});
window.jQuery(document).on('slideenter', function(e) {
window.jQuery(e.target).trigger('shown');
});
}
})();
</script>
</body>
</html>