Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency

Author:

Liu Ziming1ORCID,Cheng Shenggan1ORCID,Zhou Haotian1ORCID,You Yang1ORCID

Affiliation:

1. School of Computing, National University of Singapore, Singapore, Singapore

Funder

National University of Singapore

Publisher

ACM

Reference41 articles.

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2. Zhengda Bian , Hongxin Liu , Boxiang Wang , Haichen Huang , Yongbin Li , Chuanrui Wang , Fan Cui , and Yang You . 2021. Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training. arXiv preprint arXiv:2110.14883 ( 2021 ). Zhengda Bian, Hongxin Liu, Boxiang Wang, Haichen Huang, Yongbin Li, Chuanrui Wang, Fan Cui, and Yang You. 2021. Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training. arXiv preprint arXiv:2110.14883 (2021).

3. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell etal 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901.

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