A statement from the department said the two were shot and taken to a hospital in stable condition.
Dallas Chief Eddie Garcia on Twitter asked for prayers for the two officers.
He said the search for the suspect was ongoing.
Police spokesman Carlos Almeida said SWAT officers were responding to the scene. He said he had no further details, noting that it was still an active scene.