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Two models were developed for the exercise classification activity: a normal LSTM model and a Bidirectional LSTM mannequin. Two days later, she was detached to function on ASW surveillance and, after taking over the task from Bache and Eaton, stored a close watch on contact C-19, a surfaced Soviet submarine. After another long yard interval on the Boston Naval Shipyard, she departed for the Mediterranean with a job group formed around Randolph in June 1962. The destroyer operated with the sixth Fleet for the subsequent two months, watching a steady stream of Soviet service provider ships sail out of the Black Sea towards Cuba earlier than returning to Newport in August for submit-deployment upkeep. For the next six months, Barry carried out sort-training and ASW workouts earlier than coming into the Boston Naval Shipyard in June 1963 for a scheduled interim overhaul period. Recommissioned 19 April 1968, Commander Thomas H. Sherman in command, Barry conducted put up-overhaul tools shakedown and shipyard availability for the following yr. Entering Boston Naval Shipyard 14 October, Barry obtained, after in depth alternations to her forefoot, the brand new bow-mounted SQS-23 sonar.
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