Following shakedown, "Semmes" joined Destroyer Division (DesDiv) 62, Destroyer Squadron (DesRon) 6, at Charleston, South Carolina, in July 1963; and, into the summer of 1964, participated in various fleet exercises in the Atlantic and Caribbean.