HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking
Jiang, Zihan, Gao, Wanling, Tang, Fei, Xiong, Xingwang, Wang, Lei, Chuanxin Lan, Luo, Chunjie, Li, Hongxiao, Zhan, Jianfeng
Published in arXiv.org (25.02.2021)
Published in arXiv.org (25.02.2021)
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Journal Article
AIBench Scenario: Scenario-distilling AI Benchmarking
Gao, Wanling, Tang, Fei, Zhan, Jianfeng, Xu, Wen, Wang, Lei, Cao, Zheng, Chuanxin Lan, Luo, Chunjie, Liu, Xiaoli, Jiang, Zihan
Published in arXiv.org (05.09.2021)
Published in arXiv.org (05.09.2021)
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Journal Article
HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems
Jiang, Zihan, Wang, Lei, Xiong, Xingwang, Gao, Wanling, Luo, Chunjie, Tang, Fei, Chuanxin Lan, Li, Hongxiao, Zhan, Jianfeng
Published in arXiv.org (01.07.2020)
Published in arXiv.org (01.07.2020)
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Journal Article
AIBench Training: Balanced Industry-Standard AI Training Benchmarking
Tang, Fei, Gao, Wanling, Zhan, Jianfeng, Chuanxin Lan, Xu, Wen, Wang, Lei, Luo, Chunjie, Dai, Jiahui, Cao, Zheng, Xiong, Xingwang, Jiang, Zihan, Hao, Tianshu, Fan, Fanda, Zhang, Fan, Huang, Yunyou, Chen, Jianan, Du, Mengjia, Ren, Rui, Chen, Zheng, Zheng, Daoyi, Tang, Haoning, Zhan, Kunlin, Wang, Biao, Kong, Defei, Yu, Minghe, Tan, Chongkang, Li, Huan, Tian, Xinhui, Li, Yatao, Shao, Junchao, Wang, Zhenyu, Wang, Xiaoyu, Ye, Hainan
Published in arXiv.org (10.03.2021)
Published in arXiv.org (10.03.2021)
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AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite
Gao, Wanling, Tang, Fei, Zhan, Jianfeng, Chuanxin Lan, Luo, Chunjie, Wang, Lei, Dai, Jiahui, Cao, Zheng, Xiong, Xiongwang, Jiang, Zihan, Hao, Tianshu, Fan, Fanda, Xu, Wen, Zhang, Fan, Huang, Yunyou, Chen, Jianan, Du, Mengjia, Ren, Rui, Chen, Zheng, Zheng, Daoyi, Tang, Haoning, Zhan, Kunlin, Wang, Biao, Kong, Defei, Yu, Minghe, Tan, Chongkang, Li, Huan, Tian, Xinhui, Li, Yatao, Lu, Gang, Shao, Junchao, Wang, Zhenyu, Wang, Xiaoyu, Ye, Hainan
Published in arXiv.org (17.02.2020)
Published in arXiv.org (17.02.2020)
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Journal Article
AIBench Scenario: Scenario-Distilling AI Benchmarking
Gao, Wanling, Tang, Fei, Zhan, Jianfeng, Wen, Xu, Wang, Lei, Cao, Zheng, Lan, Chuanxin, Luo, Chunjie, Liu, Xiaoli, Jiang, Zihan
Published in 2021 30th International Conference on Parallel Architectures and Compilation Techniques (PACT) (01.09.2021)
Published in 2021 30th International Conference on Parallel Architectures and Compilation Techniques (PACT) (01.09.2021)
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Conference Proceeding
HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems
Jiang, Zihan, Gao, Wanling, Tang, Fei, Wang, Lei, Xiong, Xingwang, Luo, Chunjie, Lan, Chuanxin, Li, Hongxiao, Zhan, Jianfeng
Published in 2021 IEEE International Conference on Cluster Computing (CLUSTER) (01.09.2021)
Published in 2021 IEEE International Conference on Cluster Computing (CLUSTER) (01.09.2021)
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Conference Proceeding
A systematic study on benchmarking AI inference accelerators
Jiang, Zihan, Li, Jiansong, Liu, Fangxin, Gao, Wanling, Wang, Lei, Lan, Chuanxin, Tang, Fei, Liu, Lei, Li, Tao
Published in CCF transactions on high performance computing (Online) (01.06.2022)
Published in CCF transactions on high performance computing (Online) (01.06.2022)
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Journal Article
AIBench Training: Balanced Industry-Standard AI Training Benchmarking
Tang, Fei, Gao, Wanling, Zhan, Jianfeng, Lan, Chuanxin, Wen, Xu, Wang, Lei, Luo, Chunjie, Cao, Zheng, Xiong, Xingwang, Jiang, Zihan, Hao, Tianshu, Fan, Fanda, Zhang, Fan, Huang, Yunyou, Chen, Jianan, Du, Mengjia, Ren, Rui, Zheng, Chen, Zheng, Daoyi, Tang, Haoning, Zhan, Kunlin, Wang, Biao, Kong, Defei, Yu, Minghe, Tan, Chongkang, Li, Huan, Tian, Xinhui, Li, Yatao, Shao, Junchao, Wang, Zhenyu, Wang, Xiaoyu, Dai, Jiahui, Ye, Hainan
Published in 2021 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.03.2021)
Published in 2021 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.03.2021)
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Conference Proceeding