Sometimes there's nothing more you can do. It sounds like he has a good idea about going to his parents. Maybe with time reconciliation will look like a possibility. If it doesn't don't be hard on yourself. The worst thing you and he can do is stay in a relationship that isn't working.

Best of luck to you. Keep reaching out for support, here and anyplace else you can find it. Things will change.