In Love (1983)

A married man has a weekend fling with a beautiful woman in Florida. He wants to leave his wife for her, but in the end they go their separate ways. Over the next 20 years, through their various relationships, they always think of each other, but have no idea where the other is. One day the man spots her picture on a book jacket, and sets out to track her down.