REFTY: Refinement Types for Valid Deep Learning Models
- Creator: Gao, Yanjie , Li, Zhengxian , Lin, Haoxiang , Zhang, Hongyu , Wu, Ming , Yang, Mao
- Resource Type: conference paper
- Date: 2022
Resource-Guided Configuration Space Reduction for Deep Learning Models
- Creator: Gao, Yanjie , Zhu, Yonghao , Zhang, Hongyu , Lin, Haoxiang , Yang, Mao
- Resource Type: conference paper
- Date: 2021
An empirical study on program failures of deep learning jobs
- Creator: Zhang, Ru , Xiao, Wencong , Zhang, Hongyu , Liu, Yu , Lin, Haoxiang , Yang, Mao
- Resource Type: conference paper
- Date: 2020
Estimating GPU memory consumption of deep learning models
- Creator: Gao, Yanjie , Liu, Yu , Zhang, Hongyu , Li, Zhengxian , Zhu, Yonghao , Lin, Haoxiang , Yang, Mao
- Resource Type: conference paper
- Date: 2020