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.flush() in
_EventLoggerThread
create a new connection each time, if there is fluctuation in connectionboto3.client('s3', endpoint_url)
throws an error and since it is not handled the thread will hang and since the queue is full the training will also hang. The try block added will prevent the thread from getting stuck, instead it waits for the connection to appear again. Since it's awhile
loop the training wont resume till the connection is established again. Connection variable will make sure the print happens only once.