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AIBench: An Industry Standard Internet Service AI Benchmark Suite
v1v2 (latest)

AIBench: An Industry Standard Internet Service AI Benchmark Suite

13 August 2019
Wanling Gao
Fei Tang
Lei Wang
Jianfeng Zhan
Chunxin Lan
Chunjie Luo
Yunyou Huang
Chen Zheng
Jiahui Dai
Zheng Cao
Daoyi Zheng
Haoning Tang
Kunlin Zhan
Biao Wang
Defei Kong
Tong Wu
Minghe Yu
Chongkang Tan
Huan Li
Xinhui Tian
Yatao Li
Junchao Shao
Zhenyu Wang
Xiaoyu Wang
Hainan Ye
ArXiv (abs)PDFHTML

Papers citing "AIBench: An Industry Standard Internet Service AI Benchmark Suite"

16 / 16 papers shown
SAIBench: A Structural Interpretation of AI for Science Through
  Benchmarks
SAIBench: A Structural Interpretation of AI for Science Through Benchmarks
Yatao Li
Jianfeng Zhan
176
1
0
29 Nov 2023
Does AI for science need another ImageNet Or totally different
  benchmarks? A case study of machine learning force fields
Does AI for science need another ImageNet Or totally different benchmarks? A case study of machine learning force fieldsBenchCouncil International Symposium (ISB), 2023
Yatao Li
Wanling Gao
Lei Wang
Lixin Sun
Zun Wang
Jianfeng Zhan
174
1
0
11 Aug 2023
TorchBench: Benchmarking PyTorch with High API Surface Coverage
TorchBench: Benchmarking PyTorch with High API Surface Coverage
Yueming Hao
Xu Zhao
Bin Bao
David Berard
William Constable
Adnan Aziz
Xu Liu
403
12
0
27 Apr 2023
Quality at the Tail of Machine Learning Inference
Quality at the Tail of Machine Learning Inference
Zhengxin Yang
Wanling Gao
Chunjie Luo
Lei Wang
Fei Tang
Xu Wen
Jianfeng Zhan
210
1
0
25 Dec 2022
XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for
  the Metaverse
XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for the MetaverseConference on Machine Learning and Systems (MLSys), 2022
Hyoukjun Kwon
Krishnakumar Nair
Jamin Seo
Jason Yik
D. Mohapatra
...
Ashish Sirasao
T. Krishna
Harshit Khaitan
Vikas Chandra
Vijay Janapa Reddi
259
50
0
16 Nov 2022
MLPerf Mobile Inference Benchmark
MLPerf Mobile Inference BenchmarkConference on Machine Learning and Systems (MLSys), 2020
Vijay Janapa Reddi
David Kanter
Peter Mattson
Jared Duke
Thai Nguyen
...
Dave Dexter
Terry Heo
Guenther Schmuelling
M. Shabani
D. Zika
652
34
0
03 Dec 2020
AIPerf: Automated machine learning as an AI-HPC benchmark
AIPerf: Automated machine learning as an AI-HPC benchmark
Zhixiang Ren
Yongheng Liu
Tianhui Shi
Lei Xie
Yue Zhou
Jidong Zhai
Youhui Zhang
Yunquan Zhang
Wenguang Chen
414
30
0
17 Aug 2020
AI Tax: The Hidden Cost of AI Data Center Applications
AI Tax: The Hidden Cost of AI Data Center Applications
Daniel Richins
Dharmisha Doshi
Matthew Blackmore
A. Nair
Neha Pathapati
...
Daniel Dobrijalowski
R. Illikkal
Kevin Long
David Zimmerman
Vijay Janapa Reddi
121
8
0
21 Jul 2020
Distributed Training of Deep Learning Models: A Taxonomic Perspective
Distributed Training of Deep Learning Models: A Taxonomic PerspectiveIEEE Transactions on Parallel and Distributed Systems (TPDS), 2020
M. Langer
Zhen He
W. Rahayu
Yanbo Xue
189
96
0
08 Jul 2020
Comparison and Benchmarking of AI Models and Frameworks on Mobile
  Devices
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices
Chunjie Luo
Xiwen He
Jianfeng Zhan
Lei Wang
Wanling Gao
Jiahui Dai
ELM
244
71
0
07 May 2020
MLModelScope: A Distributed Platform for Model Evaluation and
  Benchmarking at Scale
MLModelScope: A Distributed Platform for Model Evaluation and Benchmarking at Scale
Abdul Dakkak
Cheng-rong Li
Jinjun Xiong
Wen-mei W. Hwu
ELM
138
6
0
19 Feb 2020
BenchCouncil's View on Benchmarking AI and Other Emerging Workloads
BenchCouncil's View on Benchmarking AI and Other Emerging Workloads
Jianfeng Zhan
Lei Wang
Wanling Gao
Rui Ren
208
11
0
02 Dec 2019
The Design and Implementation of a Scalable DL Benchmarking Platform
The Design and Implementation of a Scalable DL Benchmarking PlatformIEEE International Conference on Cloud Computing (CLOUD), 2019
Cheng-rong Li
Abdul Dakkak
Jinjun Xiong
Wen-mei W. Hwu
ALMELM
132
4
0
19 Nov 2019
Machine Learning and Big Scientific Data
Machine Learning and Big Scientific Data
Tony (Anthony) John Grenville Hey
K. Butler
Sam Jackson
Jeyarajan Thiyagalingam
AI4CE
211
86
0
12 Oct 2019
Edge AIBench: Towards Comprehensive End-to-end Edge Computing
  Benchmarking
Edge AIBench: Towards Comprehensive End-to-end Edge Computing BenchmarkingBenchCouncil International Symposium (ISB), 2018
Tianshu Hao
Yunyou Huang
Xu Wen
Wanling Gao
Fan Zhang
...
Lei Wang
Hainan Ye
K. Hwang
Zujie Ren
Jianfeng Zhan
215
73
0
06 Aug 2019
HPC AI500: A Benchmark Suite for HPC AI Systems
HPC AI500: A Benchmark Suite for HPC AI SystemsBenchCouncil International Symposium (ISB), 2018
Zihan Jiang
Wanling Gao
Lei Wang
Xingwang Xiong
Yuchen Zhang
...
Yunquan Zhang
Shengzhong Feng
KenLi Li
Weijia Xu
Jianfeng Zhan
ELM
242
42
0
27 Jul 2019
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