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Shift-and-Balance Attention


Mar 24, 2021
Chunjie Luo, Jianfeng Zhan, Tianshu Hao, Lei Wang, Wanling Gao


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Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks


May 14, 2020
Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao


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Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices


May 07, 2020
Chunjie Luo, Xiwen He, Jianfeng Zhan, Lei Wang, Wanling Gao, Jiahui Dai


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AIBench: Scenario-distilling AI Benchmarking


May 06, 2020
Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Zihan Jiang

* 23 pages, 8 figures. arXiv admin note: substantial text overlap with arXiv:2002.07162 

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AIBench: An Industry Standard AI Benchmark Suite from Internet Services


Apr 30, 2020
Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Jiahui Dai, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye


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Extended Batch Normalization


Mar 12, 2020
Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao


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AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite


Feb 17, 2020
Wanling Gao, Fei Tang, Jianfeng Zhan, Chuanxin Lan, Chunjie Luo, Lei Wang, Jiahui Dai, Zheng Cao, Xiongwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Xu Wen, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye

* 25 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:1908.08998 

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BenchCouncil's View on Benchmarking AI and Other Emerging Workloads


Dec 03, 2019
Jianfeng Zhan, Lei Wang, Wanling Gao, Rui Ren

* 7 pages 

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AIBench: An Industry Standard Internet Service AI Benchmark Suite


Aug 13, 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

* 24 pages 

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HPC AI500: A Benchmark Suite for HPC AI Systems


Aug 13, 2019
Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan


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LoadCNN: A Efficient Green Deep Learning Model for Day-ahead Individual Resident Load Forecasting


Aug 01, 2019
Yunyou Huang, Nana Wang, Tianshu Hao, Wanling Gao, Cheng Huang, Jianqing Li, Jianfeng Zhan


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BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite


Feb 23, 2018
Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Rui Ren, Chen Zheng, Gang Lu, Jingwei Li, Zheng Cao, Shujie Zhang, Haoning Tang

* 24 pages, 10 figures 

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