Performance Characterization of DNN Training using TensorFlow and PyTorch on Modern Clusters

Arpan Jain, Ammar Ahmad Awan, Quentin Anthony, Hari Subramoni, Dhableswar K. D. K. Panda. Performance Characterization of DNN Training using TensorFlow and PyTorch on Modern Clusters. In 2019 IEEE International Conference on Cluster Computing, CLUSTER 2019, Albuquerque, NM, USA, September 23-26, 2019. pages 1-11, IEEE, 2019. [doi]

Abstract

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