Pern said he received a call after 10pm to say the straw roof was on fire.
He praised employees for their early attempts to put out the blaze.
Pern, a finalist with Tom Kerridge in the BBC’s Great British Menu in 2011, estimated it may take a year to get the main dining area up and running again.