MVQ:Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization

Shuaiting Li, Chengxuan Wang, Juncan Deng +5

Vector quantization(VQ) is a hardware-friendly DNN compression method that can reduce the storage cost and weight-loading datawidth of hardware accelerators. However, conventional…