Onigiri: Arcadia monogatari.

A couple flees Tokyo, their family and friends. The girlfriend is a member of a rock band. She is dating the man, but friends and family are against it compelling her to move away. They stay at an inn in an area in which they know no one. One inn employee finds out about their dilemma and introduces them to a local farmer who offers them work and a home.