Response of April-June atmospheric circulations to normal and anomalous SST forcing has been investigated in terms of the perpetual integration of the General Circulation Model developed by Institute of Atmospheric Physics, Academia Sinica (IAP GCM). Evidence suggests that the perpetual run will offer a forecast one month earlier as compared to usual integration schemes without losing accuracy, thus presenting a possible approach to monthly prediction based on the GCM.