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Fanxin Li
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2020 – today
- 2023
- [j2]Fanxin Li, Shixiong Zhao, Yuhao Qing, Xusheng Chen, Xiuxian Guan, Sen Wang, Gong Zhang, Heming Cui:
Fold3D: Rethinking and Parallelizing Computational and Communicational Tasks in the Training of Large DNN Models. IEEE Trans. Parallel Distributed Syst. 34(5): 1432-1449 (2023) - 2022
- [j1]Shixiong Zhao, Fanxin Li, Xusheng Chen, Xiuxian Guan, Jianyu Jiang, Dong Huang, Yuhao Qing, Sen Wang, Peng Wang, Gong Zhang, Cheng Li, Ping Luo, Heming Cui:
vPipe: A Virtualized Acceleration System for Achieving Efficient and Scalable Pipeline Parallel DNN Training. IEEE Trans. Parallel Distributed Syst. 33(3): 489-506 (2022) - [c2]Shixiong Zhao, Fanxin Li, Xusheng Chen, Tianxiang Shen, Li Chen, Sen Wang, Nicholas Zhang, Cheng Li, Heming Cui:
NASPipe: high performance and reproducible pipeline parallel supernet training via causal synchronous parallelism. ASPLOS 2022: 374-387 - 2020
- [c1]Shixiong Zhao, Xusheng Chen, Cheng Wang, Fanxin Li, Qi Ji, Heming Cui, Cheng Li, Sen Wang:
HAMS: High Availability for Distributed Machine Learning Service Graphs. DSN 2020: 184-196
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