Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework

Yanzhi Wang, Caiwen Ding, Zhe Li 0001, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin. Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework. In Sheila A. McIlraith, Kilian Q. Weinberger, editors, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018. pages 4235-4243, AAAI Press, 2018. [doi]

Authors

Yanzhi Wang

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Caiwen Ding

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Zhe Li 0001

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Geng Yuan

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Siyu Liao

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Xiaolong Ma

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Bo Yuan

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Xuehai Qian

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Jian Tang

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Qinru Qiu

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Xue Lin

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