We never withhold water for any reason. They only drink as much as they need.
Have you taken him to the vet yet? We always take our dogs a day or two after they arrive at our home, just to get everything checked out and let our vet get acquainted with them.

If not, and if he drinks an enormous amount and you haven't seen the vet, make an appointment and make yourself feel better.