Adaptive Distribution-aware Quantization for Mixed-Precision Neural Networks

Shaohang Jia, Zhiyong Huang, Zhi Yu +3

Quantization-Aware Training (QAT) is a critical technique for deploying deep neural networks on resource-constrained devices. However, existing methods often face two major challen…