AutoAssist: A Framework to Accelerate Training of Deep Neural Networks

Jiong Zhang, Hsiang-fu Yu, Inderjit S. Dhillon

Deep neural networks have yielded superior performance in many applications; however, the gradient computation in a deep model with millions of instances lead to a lengthy training…