Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization

Yukuan Yang, Xiaowei Chi, Lei Deng +3

Huge computational costs brought by convolution and batch normalization (BN) have caused great challenges for the online training and corresponding applications of deep neural netw…