Doing more by doing less: how structured partial backpropagation improves deep learning clusters

Adarsh Kumar 0001, Kausik Subramanian, Shivaram Venkataraman, Aditya Akella. Doing more by doing less: how structured partial backpropagation improves deep learning clusters. In DistributedML '21: Proceedings of the 2nd ACM International Workshop on Distributed Machine Learning, Virtual Event / Munich, Germany, 7 December 2021. pages 15-21, ACM, 2021. [doi]

Abstract

Abstract is missing.