ROLLER: Fast and Efficient Tensor Compilation for Deep Learning

Hongyu Zhu, Ruofan Wu, Yijia Diao, Shanbin Ke, Haoyu Li, Chen Zhang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang 0024, Mao Yang, Lidong Zhou, Asaf Cidon, Gennady Pekhimenko. ROLLER: Fast and Efficient Tensor Compilation for Deep Learning. In Marcos K. Aguilera, Hakim Weatherspoon, editors, 16th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2022, Carlsbad, CA, USA, July 11-13, 2022. pages 233-248, USENIX Association, 2022. [doi]

Authors

Hongyu Zhu

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Ruofan Wu

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Yijia Diao

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Shanbin Ke

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Haoyu Li

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Chen Zhang

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Jilong Xue

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Lingxiao Ma

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Yuqing Xia

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Wei Cui

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Fan Yang 0024

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Mao Yang

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Lidong Zhou

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Asaf Cidon

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Gennady Pekhimenko

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