AUSN: Approximately Uniform Quantization by Adaptively Superimposing Non-uniform Distribution for Deep Neural Networks

no code implementations • 8 Jul 2020 • Liu Fangxin, Zhao Wenbo, Wang Yanzhi, Dai Changzhi, Jiang Li

Theoretical analysis~(see Appendix A) and accuracy evaluation on various DNN models of different tasks show the effectiveness and generalization of AUSN.

Image Classification Quantization