The spherical roller bearing is a double row non separable bearing. Its structure includes solid outer ring with spherical raceway, solid inner ring and drum roller with cage. The inner ring has cylindrical hole or conical hole. The symmetrical drum roller can be adjusted freely in the outer ring spherical raceway. Therefore, the bending of the shaft and the misalignment of the mating surface can be compensated.