Compilation of Sparse Array Programming Models

Rawn Henry; Olivia Hsu; Rohan Yadav; Stephen Chou; Kunle Olukotun; Saman Amarasinghe; Fredrik Kjolstad

doi:10.1145/3485505

OOPSLA · October 2021

Compilation of Sparse Array Programming Models

Rawn Henry Olivia Hsu Rohan Yadav Stephen Chou Kunle Olukotun Saman Amarasinghe Fredrik Kjolstad

ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages, and Applications · PACMPL vol. 5, OOPSLA

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Topics Sparse & structured arrays Sparse tensor algebra

Related software

TACO: The Tensor Algebra Compiler A compiler that generates fast kernels for tensor algebra expressions over dense and sparse tensors from a high-level index notation.

Cite this paper

BibTeX

@article{henry2021compilation,
  author    = {Henry, Rawn and Hsu, Olivia and Yadav, Rohan and Chou, Stephen and Olukotun, Kunle and Amarasinghe, Saman and Kjolstad, Fredrik},
  title     = {Compilation of Sparse Array Programming Models},
  journal   = {Proceedings of the ACM on Programming Languages},
  year      = {2021},
  month     = oct,
  volume    = {5},
  number    = {OOPSLA},
  articleno = {128},
  numpages  = {29},
  publisher = {Association for Computing Machinery},
  address   = {New York, NY, USA},
  doi       = {10.1145/3485505},
  url       = {https://doi.org/10.1145/3485505}
}

Citation

Rawn Henry, Olivia Hsu, Rohan Yadav, Stephen Chou, Kunle Olukotun, Saman Amarasinghe, and Fredrik Kjolstad. Compilation of Sparse Array Programming Models. OOPSLA, 2021.

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