How did ancient Rome heated baths?

The Roman baths were a cultural custom and their presence evolved over a period of time. It is not known when the baths were developed nor who "invented" them. When we read about the Roman baths, even the very early ones, they are already developed into the form (hot, warm, and cold rooms) with which we are familiar.