Compiler Support for Sparse Tensor Convolutions

Peiming Liu; Alexander J Root; Anlun Xu; Yinying Li; Fredrik Kjolstad; Aart J.C. Bik

doi:10.1145/3689721

OOPSLA · October 2024

Compiler Support for Sparse Tensor Convolutions

Peiming Liu Alexander J Root Anlun XuYinying Li Fredrik Kjolstad Aart J.C. Bik

ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages, and Applications · PACMPL vol. 8, OOPSLA2

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Topics Sparse tensor algebra Compiler representations

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BibTeX

@article{liu2024compiler,
  author    = {Liu, Peiming and Root, Alexander J and Xu, Anlun and Li, Yinying and Kjolstad, Fredrik and Bik, Aart J.C.},
  title     = {Compiler Support for Sparse Tensor Convolutions},
  journal   = {Proceedings of the ACM on Programming Languages},
  year      = {2024},
  month     = oct,
  volume    = {8},
  number    = {OOPSLA2},
  articleno = {281},
  numpages  = {29},
  publisher = {Association for Computing Machinery},
  address   = {New York, NY, USA},
  doi       = {10.1145/3689721},
  url       = {https://doi.org/10.1145/3689721}
}

Citation

Peiming Liu, Alexander J Root, Anlun Xu, Yinying Li, Fredrik Kjolstad, and Aart J.C. Bik. Compiler Support for Sparse Tensor Convolutions. OOPSLA, 2024.

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