East Sussex Fire and Rescue Service was called to the incident at 1.30pm.
However, by the time firefighters arrived, the fire — in one of the ovens — had already been put out.
The fire service said crews checked to make sure the scene was safe before leaving the incident 'in the care of staff'.
Have you read?: Dial 999 if you see this man