 Born in Bangs, Texas, Garms was the eighth of 10 children, and was named after Eugene Debs.Garms' older sister married Slim Harriss, a pitcher for the Philadelphia Athletics and Boston Red Sox in the 1920s.Garms attended Howard Payne University, joining the track and baseball teams.