From a deposition chamber in which evacuation is performed with the use of cryopump, for example, hydrogen atoms, compounds including hydrogen atoms such as water (H2O) (still preferably, compounds including carbon atoms as well), or the like are evacuated; therefore, the concentration of impurities contained in the oxide semiconductor film which is formed in the deposition chamber can be reduced.