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Accelerator-aware Neural Network Design using AutoML.

, и . CoRR, (2020)

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Ashutosh Kumar Gupta

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Jan Chandra Gupta

Ajay Kumar Gupta

Satyapriya Gupta

 

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Accelerator-aware Neural Network Design using AutoML., и . CoRR, (2020)Guest Editors' Introduction: Hardware and Algorithms for On-Chip Learning., , , и . ACM J. Emerg. Technol. Comput. Syst., 13 (3): 30:1-30:3 (2017)Staleness-aware Async-SGD for Distributed Deep Learning., , , и . CoRR, (2015)Discovering Multi-Hardware Mobile Models via Architecture Search., , , , , , , , , и . CVPR Workshops, стр. 3022-3031. Computer Vision Foundation / IEEE, (2021)Deep Learning with Limited Numerical Precision., , , и . ICML, том 37 из JMLR Workshop and Conference Proceedings, стр. 1737-1746. JMLR.org, (2015)Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study., , и . IJCAI, стр. 4854-4858. ijcai.org, (2017)Model Accuracy and Runtime Tradeoff in Distributed Deep Learning., , и . CoRR, (2015)To Prune, or Not to Prune: Exploring the Efficacy of Pruning for Model Compression., и . ICLR (Workshop), OpenReview.net, (2018)Staleness-Aware Async-SGD for Distributed Deep Learning., , , и . IJCAI, стр. 2350-2356. IJCAI/AAAI Press, (2016)MobileDets: Searching for Object Detection Architectures for Mobile Accelerators., , , , , , , , и . CoRR, (2020)