My father was asleep the whole time during the movie.

Literal

Father [topic-は] that movie's during whole-time was-sleeping.

~の間ずっと means 'the entire time during X.' 眠っていた uses ていた for an ongoing past state — continuous sleeping. A relatable, slightly humorous image.