I have tested the realtime reduction rate on the convolution operation. The theoretical flops reduction rate is always higher than the realtime reduction rate. For example, when the theoretical flops reduction rate is
26.04%, the realtime ruduction rate is about 17%, when the theoretical flops reduction rate is 43.75%, the realtime reduction rate is about 35%.  I don’t know what brings the additional time cost.