Acy attended John Horn High School in Mesquite, Texas. As a senior in 2007–08, he averaged 17.8 points and 7.8 rebounds per game. Considered a four-star recruit by Rivals.com, Acy was listed as the No. 25 power forward and the No. 84 player in the nation in 2008.\n', '

As a freshman at Baylor in 2008–09, Acy earned Big 12 All-Freshman team honors from the media and was named Big 12 Co-Rookie of the Week on November 24, 2008. He ranked sixth on team in scoring (5.4) and fourth in rebounding (3.6), while leading Bears in blocked shots (34). He set Big 12 and Baylor records with 20 consecutive field goals made—he made his first 20 field goals of his career, starting on November 15 and ending on November 24.\n', '

As a sophomore in 2009–10, Acy averaged 9.3 points and 5.1 rebounds per game as Baylor\'s sixth man. He was subsequently named to the Big 12 All-Reserve team by the media.\n', '

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