One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning

Chaosheng Dong, Xiaojie Jin, Weihao Gao +5

Deep learning models in large-scale machine learning systems are often continuously trained with enormous data from production environments. The sheer volume of streaming training…