"The fire's out, but the cause remains under investigation," Capt. Jolyon Bundrige of the Atlanta Fire Department told The Atlanta Journal-Constitution.
Although the blaze was extinguished within an hour Tuesday night, firefighters remained on the scene until early Wednesday, watching for hot spots and trying to determine the cause of the fire, the newspaper said.
No injuries were reported.
Perry -- an actor, writer, director and producer -- was at the 200,000-square foot studio Tuesday night, but did not speak to reporters, the Atlanta Journal-Constitution said.
Perry is the star and creator of the wildly popular Madea film franchise. He also is the writer-producer behind several successful TV sitcoms.
Celebrity Families of 2014 [PHOTOS]