Authorities say the driver was speeding and passing other cars when he lost control and crashed into a walnut tree.
The two men are in their late teens and early 20s.
It's not yet known if alcohol or drugs played a factor in the crash.
All roads in the area are now back open to traffic, after being closed for several hours for the investigation into the deadly accident.