We present a collection of several Neural Architecture Search (NAS) Benchmarks in this repository. Please feel free to open an issue or pull requests to add relevant NAS Benchmark papers in case we missed any or any new NAS Benchmark when it is made public. This repository is maintained by Prof. Arun Somani's group at Iowa State University.
If you find our papers and the repository useful, please consider citing the following papers:
@article{chitty2023neural,
title={Neural Architecture Search Benchmarks: Insights and Survey},
author={Chitty-Venkata, Krishna Teja and Emani, Murali and Vishwanath, Venkatram and Somani, Arun K},
journal={IEEE Access},
volume={11},
pages={25217--25236},
year={2023},
publisher={IEEE}
}
@article{chitty2022neural,
title={Neural architecture search survey: A hardware perspective},
author={Chitty-Venkata, Krishna Teja and Somani, Arun K},
journal={ACM Computing Surveys},
volume={55},
number={4},
pages={1--36},
year={2022},
publisher={ACM New York, NY}
}
@article{chitty2022neural_transformers,
title={Neural architecture search for transformers: A survey},
author={Chitty-Venkata, Krishna Teja and Emani, Murali and Vishwanath, Venkatram and Somani, Arun K},
journal={IEEE Access},
volume={10},
pages={108374--108412},
year={2022},
publisher={IEEE}
}
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