Do Wide and Deep Networks Learn the Same Things?

This repository contains code associated with Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth. This is not an official Google product.

@misc{nguyen2021wide,
      title={Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth},
      author={Thao Nguyen and Maithra Raghu and Simon Kornblith},
      year={2021},
      eprint={2010.15327},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

Further documentation is forthcoming.