Back Roads
(1981)

Prostitute Amy (Sally Field) and drifter Elmore (Tommy Lee Jones) stick it out and agree to continue on to Los Angeles to start a new life together.  The film ends with them by the side of the road, still hitchhiking their way to California. 

Thanks Mary C!