First of all, an insulating layer 14 having grooves, in which a wiring is to be formed, is formed, and metal such as Al, Cu/TiN, Cu/Nb and the like is deposited by an anisotropic CVD method to form a first low resistance wiring layer 15a, and a second low resistance wiring layer 15b.