Housebreaking help—are accidents normal at this point?

Hi! Our puppy is now 8 months, and we got him two months ago. We are diligent about taking him out at least every three hours. He is crate trained as well. However, he still has pee accidents about once per week. Is that normal, or are we doing something wrong? Any tips appreciated!