This repository contains the official implementation of the paper "AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search" presented at CVPR 2024.
For detailed information, please visit the project website or read the paper on arXiv.
To reproduce our results, we provide Dockerfile to build a Docker image.
Refer to the Dockerfile for details about the environment setup.
Instructions and example code for each search space can be found in the README file within the corresponding folder.
Our implementation is based on several open-source projects.
We express our gratitude to the authors and contributors of these projects.
If you use any of their assets, please cite the corresponding papers appropriately:
If you find our work useful in your research, please cite our paper:
@inproceedings{lee2024assembling,
title={{AZ-NAS}: Assembling Zero-Cost Proxies for Network Architecture Search},
author={Lee, Junghyup and Ham, Bumsub},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year={2024}
}