The blaze started in the 2800 block of Poag Street in the Alexandria section of Fairfax County, WJLA reported.
The fire has caused Route 1, a major highway in the area, to be completely shut down.
No injuries are reported at this time.
Alexandria is about 8 miles from Washington D.C.