Tarr attended the University of Oregon, where he was a two-sport athlete in football and track. In track, Tarr was a member of Oregon's 4 x 110 yard relay team with Mike Gaechter, Harry Jerome, and Mel Renfro, which set a world record in 1962.
Tarr's main event, however, was the 120-yard hurdles. He was the first athlete to win back-to-back NCAA titles in the high hurdles in 1961 and 1962, and in doing so, helped Oregon win its first ever NCAA Men's Outdoor Track and Field Championship in 1962.[1]
Like his relay mates Renfro and Gaechter, Tarr decided to play professional football rather than continue his track career. He played one season with the Denver Broncos of the AFL.