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Device Placement Optimization with Reinforcement Learning.

, , , , , , , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 2430-2439. PMLR, (2017)

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Building Machine Learning Systems that Understand.. SIGMOD Conference, page 1. ACM, (2016)Emergent Abilities of Large Language Models., , , , , , , , , and 6 other author(s). Trans. Mach. Learn. Res., (2022)Efficient Neural Architecture Search via Parameter Sharing., , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4092-4101. PMLR, (2018)Designs, Lessons and Advice from Building Large Distributed Systems. LADIS 2009 keynote. Dispon�vel online em http://www.cs.cornell.edu/projects/ladis2009/talks/dean\-keynote\-ladis2009.pdf, (2009)A Hierarchical Model for Device Placement., , , , , and . ICLR (Poster), OpenReview.net, (2018)Efficiently Scaling Transformer Inference., , , , , , , , and . MLSys, mlsys.org, (2023)Faster Discovery of Neural Architectures by Searching for Paths in a Large Model., , , , and . ICLR (Workshop), OpenReview.net, (2018)Deep Learning for Solving Important Problems.. WWW, page 1. ACM, (2019)Scalable and accurate deep learning for electronic health records., , , , , , , , , and 24 other author(s). CoRR, (2018)Exciting Directions for ML Models and the Implications for Computing Hardware., and . HCS, page 1-87. IEEE, (2023)