SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training

Yangrui Chen, Cong Xie, Meng Ma, Juncheng Gu, Yanghua Peng, Haibin Lin, Chuan Wu 0001, Yibo Zhu. SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{ChenXMGPL0Z22,
  title = {SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training},
  author = {Yangrui Chen and Cong Xie and Meng Ma and Juncheng Gu and Yanghua Peng and Haibin Lin and Chuan Wu 0001 and Yibo Zhu},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/725ce5f2b1a8e2e0ac66994e7fefe375-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/ChenXMGPL0Z22},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}