Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers

Yukuan Yang, Shuang Wu, Lei Deng +3

Deep neural network (DNN) quantization converting floating-point (FP) data in the network to integers (INT) is an effective way to shrink the model size for memory saving and simpl…