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Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator

Sep 26, 2019
Tian Zhao, Yaqi Zhang, Kunle Olukotun

* Proceedings of the 2 nd SysML Conference, Palo Alto, CA, USA, 2019. Copyright 2019 by the author(s) 

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Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark

Jun 04, 2018
Cody Coleman, Daniel Kang, Deepak Narayanan, Luigi Nardi, Tian Zhao, Jian Zhang, Peter Bailis, Kunle Olukotun, Chris Re, Matei Zaharia

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DeepDSL: A Compilation-based Domain-Specific Language for Deep Learning

Jan 09, 2017
Tian Zhao, Xiaobing Huang, Yu Cao

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