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TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models

Feb 16, 2021
Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica

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InstaHide's Sample Complexity When Mixing Two Private Images

Nov 24, 2020
Baihe Huang, Zhao Song, Runzhou Tao, Ruizhe Zhang, Danyang Zhuo

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On InstaHide, Phase Retrieval, and Sparse Matrix Factorization

Nov 23, 2020
Sitan Chen, Zhao Song, Danyang Zhuo

* 29 pages 

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Ansor : Generating High-Performance Tensor Programs for Deep Learning

Jun 15, 2020
Lianmin Zheng, Chengfan Jia, Minmin Sun, Zhao Wu, Cody Hao Yu, Ameer Haj-Ali, Yida Wang, Jun Yang, Danyang Zhuo, Koushik Sen, Joseph E. Gonzalez, Ion Stoica

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Hoplite: Efficient Collective Communication for Task-Based Distributed Systems

Feb 13, 2020
Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica

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