In many factors, money supply has been the point of contention for affecting CPI. Recently, the independence and effectiveness of the mechanisms of monetary policy have not yet been perfect. Therefore, to which extent money supply has influenced CPI has drawn great attention. This paper empirically analyses this problem, and finds out that there exists a positive relation between each other, Most importantly finds out the specific extent of the effect. Finally we give some recommendations based on this paper.