Sparse Tensor Transpositions

Suzanne Mueller; Willow Ahrens; Stephen Chou; Fredrik Kjolstad; Saman Amarasinghe

doi:10.1145/3350755.3400245

SPAA · July 2020

Sparse Tensor Transpositions

Suzanne Mueller Willow Ahrens Stephen Chou Fredrik Kjolstad Saman Amarasinghe

ACM Symposium on Parallelism in Algorithms and Architectures · brief announcement

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Topics 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.

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BibTeX

@inproceedings{mueller2020sparse,
  author    = {Mueller, Suzanne and Ahrens, Willow and Chou, Stephen and Kjolstad, Fredrik and Amarasinghe, Saman},
  title     = {Sparse Tensor Transpositions},
  booktitle = {Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures},
  year      = {2020},
  month     = jul,
  pages     = {559--561},
  publisher = {Association for Computing Machinery},
  address   = {New York, NY, USA},
  doi       = {10.1145/3350755.3400245},
  url       = {https://doi.org/10.1145/3350755.3400245}
}

Citation

Suzanne Mueller, Willow Ahrens, Stephen Chou, Fredrik Kjolstad, and Saman Amarasinghe. Sparse Tensor Transpositions. SPAA, 2020.

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