Disclosed is a method of manufacturing a semiconductor device including forming a transistor on a first surface of a device substrate, forming a hole in a second surface opposite to the first surface of the device substrate, and supplying hydrogen to a gate insulating film of the transistor from the second surface of the device substrate through the hole.