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Efficient Neural Architecture Search via Parameter Sharing

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Authors: Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean
Year: 2019
Journal: ICML
DOI: 10.48550/arXiv.1802.03268
Publisher: https://arxiv.org/abs/1802.03268

Keywords: enas, nas

Abstract

Our approach to NAS achieves a 1000x speedup over state-of-the-art NAS methods.

Cite this paper

bibtex
@misc{enas2019,
  title  = {Efficient Neural Architecture Search via Parameter Sharing},
  author = {Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean},
  year   = {2019},
  journal = {ICML},
  doi    = {10.48550/arXiv.1802.03268},
  url    = {https://doi.org/10.48550/arXiv.1802.03268},
}

Source files

Released under the MIT License.