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Gao, Yanjie, Liu, Yu, Zhang, Hongyu, Li, Zhengxian, Zhu, Yonghao, Lin, Haoxiang, Yang, Mao. Association for Computing Machinery; 2020. Estimating GPU memory consumption of deep learning models.
Gao, Yanjie, Li, Zhengxian, Lin, Haoxiang, Zhang, Hongyu, Wu, Ming, Yang, Mao. Institute of Electrical and Electronics Engineers (IEEE); 2022. REFTY: Refinement Types for Valid Deep Learning Models.
Zhang, Ru, Xiao, Wencong, Zhang, Hongyu, Liu, Yu, Lin, Haoxiang, Yang, Mao. Association for Computing Machinery; 2020. An empirical study on program failures of deep learning jobs.
Gao, Yanjie, Zhu, Yonghao, Zhang, Hongyu, Lin, Haoxiang, Yang, Mao. Institute of Electrical and Electronics Engineers (IEEE); 2021. Resource-Guided Configuration Space Reduction for Deep Learning Models.