You can leave and return. There is a code for the gate which is locked after 10 p.m. Your camping pass gives you access to all of the state beach parking lots along the coast for the length of your stay.

I think they do lock it at night. I would check on their website to be sure. It’s been a while.

I was given a code for gate but didn’t use it.