Staged Compilation of Tensor Expressions

Abstract

We present our current progress towards a metaprogramming framework for tensor expressions embedded in Haskell; the system offers a high-level syntax for linear algebra, and generates specialized source code with type-level dimension annotations.

Cite

Text

Zocca. "Staged Compilation of Tensor Expressions." NeurIPS 2021 Workshops: AIPLANS, 2021.

Markdown

[Zocca. "Staged Compilation of Tensor Expressions." NeurIPS 2021 Workshops: AIPLANS, 2021.](https://mlanthology.org/neuripsw/2021/zocca2021neuripsw-staged/)

BibTeX

@inproceedings{zocca2021neuripsw-staged,
  title     = {{Staged Compilation of Tensor Expressions}},
  author    = {Zocca, Marco},
  booktitle = {NeurIPS 2021 Workshops: AIPLANS},
  year      = {2021},
  url       = {https://mlanthology.org/neuripsw/2021/zocca2021neuripsw-staged/}
}