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Hanpeng Hu
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Distributed machine learning through heterogeneous edge systems
H Hu, D Wang, C Wu
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7179-7186, 2020
342020
dpro: A generic performance diagnosis and optimization toolkit for expediting distributed dnn training
H Hu, C Jiang, Y Zhong, Y Peng, C Wu, Y Zhu, H Lin, C Guo
Proceedings of Machine Learning and Systems 4, 623-637, 2022
52022
CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs
H Hu, J Su, J Zhao, Y Peng, Y Zhu, H Lin, C Wu
arXiv preprint arXiv:2311.09690, 2023
12023
dPRO: A Generic Profiling and Optimization System for Expediting Distributed DNN Training
H Hu, C Jiang, Y Zhong, Y Peng, C Wu, Y Zhu, H Lin, C Guo
arXiv preprint arXiv:2205.02473, 2022
12022
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