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A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks 期刊论文
IEEE DESIGN & TEST, 2020, 卷号: 37, 期号: 1, 页码: 36-45
作者:  He, Xin;  Yan, Guihai;  Lu, Wenyan;  Zhang, Xuan;  Liu, Ke
收藏  |  浏览/下载:47/0  |  提交时间:2020/12/10
Resilience  Energy consumption  Approximate computing  Collaboration  Computational modeling  Artificial neural networks  Optimization  Neural network  Energy efficient computing  Network pruning  Approximate computing  
CPicker: Leveraging Performance-Equivalent Configurations to Improve Data Center Energy Efficiency 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 卷号: 33, 期号: 1, 页码: 131-144
作者:  Sun, Fa-Qiang;  Yan, Gui-Hai;  He, Xin;  Li, Hua-Wei;  Han, Yin-He
收藏  |  浏览/下载:63/0  |  提交时间:2019/12/10
performance equivalence  energy efficiency  data center  power management  dynamic voltage and frequency scaling (DVFS)