taco: A Tool to Generate Tensor Algebra Kernels

Fredrik Kjolstad; Stephen Chou; David Lugato; Shoaib Kamil; Saman Amarasinghe

doi:10.1109/ASE.2017.8115709

ASE · October 2017

taco: A Tool to Generate Tensor Algebra Kernels

Fredrik Kjolstad Stephen Chou David Lugato Shoaib Kamil Saman Amarasinghe

IEEE/ACM International Conference on Automated Software Engineering · tools paper

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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.

Cite this paper

BibTeX

@inproceedings{kjolstad2017taco,
  author    = {Kjolstad, Fredrik and Chou, Stephen and Lugato, David and Kamil, Shoaib and Amarasinghe, Saman},
  title     = {{taco}: A Tool to Generate Tensor Algebra Kernels},
  booktitle = {2017 32nd {IEEE}/{ACM} International Conference on Automated Software Engineering ({ASE})},
  year      = {2017},
  month     = oct,
  pages     = {943--948},
  publisher = {IEEE},
  doi       = {10.1109/ASE.2017.8115709},
  url       = {https://doi.org/10.1109/ASE.2017.8115709}
}

Citation

Fredrik Kjolstad, Stephen Chou, David Lugato, Shoaib Kamil, and Saman Amarasinghe. taco: A Tool to Generate Tensor Algebra Kernels. ASE, 2017.

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