We shall consider the long convergence rate of Smoluchowski-Kramers approximation for small mass stochastic Hamilton system and prove that the rate is |ln m| when d>1 and is when d=1. Our method is by Stein's method. This is the joint work with Shiyu Liu and Wei Liu.