The U.S. military said the cause of the blaze was not immediately known.
No injuries have been reported.
Meanwhile, the U.S. army announced today that three more marines had died in action on October 9.
Violence on October 10 killed 30 people, including two U.S. soldiers and 11 gunmen.
(compiled from agency reports)