 After the war, Dunn returned to train in California.Among his notable Thoroughbreds was in Correspondent who won 1953's Blue Grass Stakes at Keeneland Race Course and the following year the Hollywood Gold Cup Stakes at Hollywood Park Racetrack.Wally Dunn had four horses compete in the Kentucky Derby and two in the Preakness Stakes.