This paper study some properties about the shrinking gradient Ricci solitons on closed manifold, under the assumptions of $L^{n/2}$-norm of traceless curvature tensor are sufficiently small and the diameter has an upper bound and the volume has a lower bound, using the classical Moser iteration to give some rigidity results, such as without assumption of volume has a lower bound if the dimension is 4.