Training Day is a 2001 movie starring Denzel Washington and Ethan Hawke . Denzel Washington won the Academy Award for Best Actor in 2001 and the MTV Movie Award for Best Villain in 2002 for his performance in Training Day , and Ethan Hawke was nominated for the Academy Award for Best Supporting Actor in 2001 for the film .