Background: William Abb Cannon (born August 2, 1937) is a former American football running back and tight end who played professionally in the American Football League (AFL) and National Football League (NFL). He attended Louisiana State University (LSU), where he played college football as a halfback and return specialist for the LSU Tigers. At LSU, Cannon was twice unanimously named an All-American, helped the 1958 LSU team win a national championship, and received the Heisman Trophy as the nation's most outstanding college player in 1959. His punt return against Ole Miss on Halloween night in 1959 is considered by fans and sportswriters to be one of the most famous plays in LSU sports history.
Context: Cannon joined the newly formed Oilers under head coach Lou Rymkus. As one of the highest-paid players in professional football, he was heckled early on by opposing players. Nor did he get along well with Rymkus, whom he described as "unpleasant, confrontational, with a nasty disposition and an oversized ego." In Cannon's rookie year, he led the team in rushing with 644 yards and caught five touchdown passes. His 88-yard touchdown reception from quarterback George Blanda in the 1960 AFL Championship Game helped the Oilers become the inaugural AFL champions. For his efforts, Cannon was named the game's most valuable player.  After Rykmus was fired when the Oilers started the 1961 season poorly, Houston won ten consecutive games under Wally Lemm. In one of those games, against the New York Titans, Cannon set a professional football record with 373 all-purpose yards and scored five touchdowns. His 216 rushing yards in the game also set an AFL record. At the end of the season, he was the AFL's leading rusher with 948 yards and led the league in all-purpose yards. The Oilers repeated as AFL champions and Cannon again was the game's MVP, scoring the only touchdown. The Sporting News named him to the 1961 AFL All-League Team and he was invited to play in the 1961 AFL All-Star Game.  Cannon injured his back in the third game of the 1962 season, which affected his performances, but he still finished second on the team in scoring behind Blanda. The Oilers reached the championship game for a third time, but lost to the Dallas Texans in the first ever double-overtime game in professional football history. New leg injuries and lingering back problems caused Cannon to miss most of the 1963 season. The Oilers also replaced Lemm as head coach. Because of this and his injury problems, Cannon successfully requested that the team let him leave. He later recalled: "I left the team with good feelings and a lot of good friends. It was just time to go."
Question: What did he accomplish on the Oilers?

Answer:
Cannon set a professional football record with 373 all-purpose yards and scored five touchdowns.