pytorch-image-models/docs/models/.templates/models/spnasnet.md

SPNASNet

Single-Path NAS is a novel differentiable NAS method for designing hardware-efficient ConvNets in less than 4 hours.

{% include 'code_snippets.md' %}

How do I train this model?

You can follow the timm recipe scripts for training a new model afresh.

Citation

@misc{stamoulis2019singlepath,
      title={Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours}, 
      author={Dimitrios Stamoulis and Ruizhou Ding and Di Wang and Dimitrios Lymberopoulos and Bodhi Priyantha and Jie Liu and Diana Marculescu},
      year={2019},
      eprint={1904.02877},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}