There were no immediate reports of fatalities at the structure, which is about five miles north of the Capitol building, just east of Rock Creek Park.
The incident in the US capital comes a week after a condominium tower collapse in Surfside, Florida. Searchers there have recovered 18 bodies and say another 145 people remain missing.