Shaohuai Shi

Shaohuai Shi

Hong Kong University of Science & Technology - Kowloon / Hong Kong
Engineering & Technology / Computer Science
AD Scientific Index ID: 529060
香港科技大學
person_outline Shaohuai Shi's MOST POPULAR ARTICLES
1-) Benchmarking state-of-the-art deep learning software toolsS Shi, Q Wang, P Xu, X Chu2016 7th International Conference on Cloud Computing and Big Data (CCBD), 99-104, 20163802016
2-) Highly scalable deep learning training system with mixed-precision: Training imagenet in four minutesX Jia, S Song, W He, Y Wang, H Rong, F Zhou, L Xie, Z Guo, Y Yang, L Yu, ...NeurIPS Workshop on Systems for ML and Open Source Software, 20183472018
3-) A Distributed Synchronous SGD Algorithm with Global Top- Sparsification for Low Bandwidth NetworksS Shi, Q Wang, K Zhao, Z Tang, Y Wang, X Huang, X ChuIEEE ICDCS 2019, 2019922019
4-) Communication-efficient distributed deep learning: A comprehensive surveyZ Tang, S Shi, W Wang, B Li, X ChuarXiv preprint arXiv:2003.06307, 20201622020
5-) Performance modeling and evaluation of distributed deep learning frameworks on gpusS Shi, Q Wang, X Chu2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th …, 20181332018