中国科学院计算技术研究所机构知识库

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发表日期：2022

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	EALI: Energy-aware layer-level scheduling for convolutional neural network inference services on GPUs 期刊论文 NEUROCOMPUTING, 2022, 卷号: 507, 页码: 265-281 作者:  Yao, Chunrong;  Liu, Wantao;  Liu, Zhibing;  Yan, Longchuan;  Hu, Songlin;  Tang, Weiqing 收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07 Scheduling  Convolutional neural networks (CNNs)  GPUs  Service-level-objective (SLO)  Energy minimization  Inference services
	Portrait: A holistic computation and bandwidth balanced performance evaluation model for heterogeneous systems 期刊论文 SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2022, 卷号: 35, 页码: 8 作者:  Wu, Jingya;  Lu, Wenyan;  Yan, Guihai;  Li, Xiaowei 收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07 Accelerators  Heterogeneous systems  Bandwidth contention  Hardware hazard  PCIe
	Search-Free Inference Acceleration for Sparse Convolutional Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 7, 页码: 2156-2169 作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Wu, Jigang;  Chang, Liang;  Liu, Peng;  Xu, Haobo 收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07 Internal interconnection  memory bandwidth  sparse accelerators  sparse convolution neural networks (CNNs)
	Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1, 页码: 209-222 作者:  Du, Zidong;  Guo, Qi;  Zhao, Yongwei;  Zeng, Xi;  Li, Ling;  Cheng, Limin;  Xu, Zhiwei;  Sun, Ninghui;  Chen, Yunji 收藏  |  浏览/下载：32/0  |  提交时间：2022/06/21 Deep learning  Central Processing Unit  Process control  Task analysis  Computational modeling  Pipelines  Runtime  Neural net accelerators  system architectures  interaction wall