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CoDeNet: Algorithm-hardware Co-design for Deformable Convolution

Jun 12, 2020
Zhen Dong, Dequan Wang, Qijing Huang, Yizhao Gao, Yaohui Cai, Bichen Wu, Kurt Keutzer, John Wawrzynek

* https://github.com/DequanWang/CoDeNet. arXiv admin note: text overlap with arXiv:2002.08357 

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ProTuner: Tuning Programs with Monte Carlo Tree Search

May 27, 2020
Ameer Haj-Ali, Hasan Genc, Qijing Huang, William Moses, John Wawrzynek, Krste Asanović, Ion Stoica


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AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning

Mar 04, 2020
Qijing Huang, Ameer Haj-Ali, William Moses, John Xiang, Ion Stoica, Krste Asanovic, John Wawrzynek

* arXiv admin note: text overlap with arXiv:1901.04615 

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Algorithm-hardware Co-design for Deformable Convolution

Feb 19, 2020
Qijing Huang, Dequan Wang, Yizhao Gao, Yaohui Cai, Zhen Dong, Bichen Wu, Kurt Keutzer, John Wawrzynek


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AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning

Jan 15, 2019
Ameer Haj-Ali, Qijing Huang, William Moses, John Xiang, Ion Stoica, Krste Asanovic, John Wawrzynek


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Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs

Nov 21, 2018
Yifan Yang, Qijing Huang, Bichen Wu, Tianjun Zhang, Liang Ma, Giulio Gambardella, Michaela Blott, Luciano Lavagno, Kees Vissers, John Wawrzynek, Kurt Keutzer

* To appear in the 27th International Symposium on Field-Programmable Gate Arrays, February 2019 

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