Decentralized Training of Foundation Models in Heterogeneous Environments

Item #:

068431-1846

Details

DOI: https://doi.org/10.52202/068431-1846
Author(s): Beidi Chen, Tri Dao, Jared Davis, Yongjun He, Percy Liang, Christopher Ré, Binhang Yuan, Ce Zhang, Tianyi Zhang
Pages: 25464-25477 (14 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/10.52202/068431-1846
Author(s): Beidi Chen, Tri Dao, Jared Davis, Yongjun He, Percy Liang, Christopher Ré, Binhang Yuan, Ce Zhang, Tianyi Zhang
Pages: 25464-25477 (14 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)