Under convergence system and mixing sequence, the estimate of regression function in the designed nonparametric regression model is investigated. In the error convergence system, the convergence speed of the estimate is obtained under weak moment conditions, and in the error distributed mixing sequence, the convergence speed of the estimate is obtained.