AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness, Dacheng Li, Hongyi Wang, Eric Xing, Hao Zhang
Eric P. Xing

Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery, Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan
Kun Zhang

AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness, Dacheng Li, Hongyi Wang, Eric Xing, Hao Zhang
Machine Learning Faculty Publications

Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery, Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan
Machine Learning Faculty Publications

Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning, Aurick Qiao, Sang Keun Choe, Suhas Jayaram Subramanya, Willie Neiswanger, Qirong Ho, Hao Zhang, Gregory R. Ganger, Eric P. Xing
Machine Learning Faculty Publications