Reviews: PyTorch: An Imperative Style, High-Performance Deep Learning Library

PyTorch is a useful and impactful package, and has made some interesting and influential design decisions. This paper explains the philosophy behind some of these decisions. Although the framework is not new this year, we still expect broad interest in this exposition, and that having an archival paper will be useful for the community to cite. Given the subject of this paper, the style is different from a typical NeurIPS submission and it needed to be evaluated differently. In particular, many of the claims in the paper are not convincingly tested or demonstrated in the paper as we would normally require.