It was reported around 12:30 a.m. Thursday at 5100 Peach St.
Firefighters found heavy smoke throughout the building, which was unoccupied at the time, officials said.
A fire sprinkler system contained the fire within the room, but the building suffered extensive smoke and water damage, according tot he department.