SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training

Item #:

068431-1307

Details

DOI: https://doi.org/10.52202/068431-1307
Author(s): Yangrui Chen, Juncheng Gu, Haibin Lin, Meng Ma, Yanghua Peng, Chuan Wu, Cong Xie, Yibo Zhu
Pages: 17981-17993 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1307
Author(s): Yangrui Chen, Juncheng Gu, Haibin Lin, Meng Ma, Yanghua Peng, Chuan Wu, Cong Xie, Yibo Zhu
Pages: 17981-17993 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)