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DWM: A Decomposable Winograd Method for Convolution Acceleration


Feb 03, 2020
Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen

* Accepted by AAAI 2020 

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Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers


Nov 01, 2019
Xishan Zhang, Shaoli Liu, Rui Zhang, Chang Liu, Di Huang, Shiyi Zhou, Jiaming Guo, Yu Kang, Qi Guo, Zidong Du, Yunji Chen

* 12 pages,10 figures 

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CompactNet: Platform-Aware Automatic Optimization for Convolutional Neural Networks


May 28, 2019
Weicheng Li, Rui Wang, Zhongzhi Luan, Di Huang, Zidong Du, Yunji Chen, Depei Qian


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BENCHIP: Benchmarking Intelligence Processors


Nov 25, 2017
Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan, Lei Zhang, Shengyuan Zhou, Lingjie Xu, Cong Liu, Haifeng Liu, Shan Tang, Allen Rush, Willian Chen, Shaoli Liu, Yunji Chen, Tianshi Chen

* 37pages, 14 figures 

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The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization


Jun 03, 2011
Tianshi Chen, Yunji Chen, Ke Tang, Guoliang Chen, Xin Yao


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