Compilation of Modular and General Sparse Workspaces

Genghan Zhang; Olivia Hsu; Fredrik Kjolstad

doi:10.1145/3656426

PLDI · June 2024

Compilation of Modular and General Sparse Workspaces

Genghan Zhang Olivia Hsu Fredrik Kjolstad

ACM SIGPLAN Conference on Programming Language Design and Implementation · PACMPL vol. 8, PLDI

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Topics Sparse tensor algebra Compiler representations

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.

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BibTeX

@article{zhang2024compilation,
  author    = {Zhang, Genghan and Hsu, Olivia and Kjolstad, Fredrik},
  title     = {Compilation of Modular and General Sparse Workspaces},
  journal   = {Proceedings of the ACM on Programming Languages},
  year      = {2024},
  month     = jun,
  volume    = {8},
  number    = {PLDI},
  articleno = {196},
  numpages  = {26},
  publisher = {Association for Computing Machinery},
  address   = {New York, NY, USA},
  doi       = {10.1145/3656426},
  url       = {https://doi.org/10.1145/3656426}
}

Citation

Genghan Zhang, Olivia Hsu, and Fredrik Kjolstad. Compilation of Modular and General Sparse Workspaces. PLDI, 2024.

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