Adaptive Loss-aware Quantization for Multi-bit Networks

Zhongnan Qu, Zimu Zhou, Yun Cheng +1

We investigate the compression of deep neural networks by quantizing their weights and activations into multiple binary bases, known as multi-bit networks (MBNs), which accelerate…