MPENAS: Multi-fidelity Predictor-guided Evolutionary Neural Architecture Search with Zero-cost Proxies

Author:

Xu Jinglue1ORCID,NAV Suryanarayanan1ORCID,Iba Hitoshi1ORCID

Affiliation:

1. The University of Tokyo, Tokyo, Japan

Publisher

ACM

Reference58 articles.

1. Mohamed S Abdelfattah , Abhinav Mehrotra , Łukasz Dudziak , and Nicholas D Lane . 2021. Zero-cost proxies for lightweight nas. arXiv preprint arXiv:2101.08134 ( 2021 ). Mohamed S Abdelfattah, Abhinav Mehrotra, Łukasz Dudziak, and Nicholas D Lane. 2021. Zero-cost proxies for lightweight nas. arXiv preprint arXiv:2101.08134 (2021).

2. Noor Awad , Neeratyoy Mallik , and Frank Hutter . 2021 . Dehb: Evolutionary hyperband for scalable, robust and efficient hyperparameter optimization. arXiv preprint arXiv:2105.09821 (2021). Noor Awad, Neeratyoy Mallik, and Frank Hutter. 2021. Dehb: Evolutionary hyperband for scalable, robust and efficient hyperparameter optimization. arXiv preprint arXiv:2105.09821 (2021).

3. Bowen Baker , Otkrist Gupta , Ramesh Raskar , and Nikhil Naik . 2017. Accelerating neural architecture search using performance prediction. arXiv preprint arXiv:1705.10823 ( 2017 ). Bowen Baker, Otkrist Gupta, Ramesh Raskar, and Nikhil Naik. 2017. Accelerating neural architecture search using performance prediction. arXiv preprint arXiv:1705.10823 (2017).

4. Random search for hyper-parameter optimization;Bergstra James;Journal of machine learning research,2012

5. Hanlin Chen , Ming Lin , Xiuyu Sun , and Hao Li . 2021 . Nas-bench-zero: A large scale dataset for understanding zero-shot neural architecture search. (2021). Hanlin Chen, Ming Lin, Xiuyu Sun, and Hao Li. 2021. Nas-bench-zero: A large scale dataset for understanding zero-shot neural architecture search. (2021).

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