Quantized Adaptive Subgradient Algorithms and Their Applications

Ke Xu, Jianqiao Wangni, Yifan Zhang +3

Data explosion and an increase in model size drive the remarkable advances in large-scale machine learning, but also make model training time-consuming and model storage difficult.…