Two appliances and crews from High Wycombe, one from Maidenhead and one from Slough, along with an officer attended.
The outer building was well alight on arrival.
The swimming pool measured approximately five metres by fifteen metres.
The firefighters used one hose reel jet to extinguish the fire.