DEMING, NM -- U.S. Marshal's continue their search for a prison inmate who escaped Sunday.

Mario Martinez-Rios, 30, escaped from a hole in a fence at the Luna County Detention Facility with two others.

Authorities were able to catch the two men but are still looking for Martinez-Rios.

The U.S. Marshal's said Martinez-Rios has a long history of drug possession and a felony assault charge on his record.

If you see him, call police or the U.S. Marshal's immediately.