Reasons for the fire are not known yet and rescue operation is on, IG, Bikaner, Bipin Pandey said.
SP, Bikaner, Sawai Singh said three persons have been killed in the incident and the toll is likely to increase.
Four fire tenders have been pressed into service to control the fire.
Houses located nearby have been evacuated and the operation is going on, he added.