Training Day is a 2001 American crime thriller film directed by Antoine Fuqua, written by David Ayer, and starring Denzel Washington and Ethan Hawke. The story follows two LAPD narcotics officers over a 24-hour period in the gang-ridden neighborhoods of the LAPD Rampart Division and South Central Los Angeles.