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"Vicksburg" joined TG 38.2 on 24 August, part of Vice Admiral John McCain's task force, and was replenished and provisioned at sea. TG 38.2 covered the approaches to Tokyo Bay prior to, and during, the formal Japanese surrender on 2 September 1945. Three days later, "Vicksburg" entered Tokyo Bay.