In the context of non-equilibrium statistical physics, the entropy production rate is an important concept to describe how far a specific state of a system is from its equilibrium state. In this paper, we establish a large deviation principle, moderate deviation principle and central limit theorem for the entropy production rate for diffusion processes. Joint work with Hao GE and Lihu XU.