No, Thuman never regretted his decision. He authorized it wanting to prevent massive casualties on both sides in the planned invasion of Japan: Kyūshū was to be invaded in November 1945. and Honshū four months later. He thought Japan would not surrender unless there was an overwhelming demonstration of destructive capability.
