Crux: GPU-Efficient Communication Scheduling for Deep Learning Training-Reference-Cited by-同舟云学术

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Crux: GPU-Efficient Communication Scheduling for Deep Learning Training

Published:2024-08-04 Issue: Volume: Page:1-15
ISSN:
Container-title:Proceedings of the ACM SIGCOMM 2024 Conference
language:
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Author:

Cao Jiamin¹^ORCID,Guan Yu¹^ORCID,Qian Kun²^ORCID,Gao Jiaqi¹^ORCID,Xiao Wencong²^ORCID,Dong Jianbo¹^ORCID,Fu Binzhang¹^ORCID,Cai Dennis¹^ORCID,Zhai Ennan¹^ORCID

Affiliation:

1. Alibaba Cloud, Beijing, China

2. Alibaba Cloud, Hangzhou, China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3651890.3672239

Reference64 articles.

1. 2022. AMD uProf. https://www.amd.com/en/developer/uprof.html.

2. 2022. Equal-cost multi-path routing (ECMP). https://en.wikipedia.org/wiki/Equal-cost_multi-path_routing.

3. 2022. Intel Performance Counter Monitor. https://github.com/intel/pcm.

4. 2022. NVIDIA Collective Communications Library (NCCL). https://developer.nvidia.com/nccl.

5. 2022. PyTorch. https://pytorch.org/.

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