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2022 OSDI OSDI 2022

ROLLER: Fast and Efficient Tensor Compilation for Deep Learning

🌉 Interdisciplinary Bridge — Deep Learning and Machine Learning
🧭 Keyword Pioneer — tensor compilation
🐝 Cross-Pollinator — Artificial Intelligence, Deep Learning, Machine Learning, Mathematics & Optimization, Reinforcement Learning

Authors

Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue , Lingxiao Ma , Yuqing Xia , Wei Cui , Fan Yang , Mao Yang , Lidong Zhou , Asaf Cidon , Gennady Pekhimenko

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing Deep Learning > Techniques > Model Architecture

Keywords

performance model tensor compilation kernel generation tile abstraction search space
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