The dog park is enclosed, actually. And yes it is 24 hours. But if you don't want to be looked at or talked to like a criminal, maybe shoot for before 10pm.
It's a park. No gates. So it's always open. No reason to go in the middle of the night though.
Thanks! Your answer is awaiting moderation.