SpDISTAL: Compiling Distributed Sparse Tensor Computations

Rohan Yadav; Alex Aiken; Fredrik Kjolstad

doi:10.1109/SC41404.2022.00064

SC · November 2022

SpDISTAL: Compiling Distributed Sparse Tensor Computations

Rohan Yadav Alex Aiken Fredrik Kjolstad

International Conference for High Performance Computing, Networking, Storage and Analysis

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Topics Distributed computation Sparse tensor algebra

Related software

DISTAL: The Distributed Tensor Algebra Compiler A compiler for distributed dense tensor algebra that lets users specify how data is distributed and how computation is distributed independently, then compiles to a task-based runtime.

Cite this paper

BibTeX

@inproceedings{yadav2022spdistal,
  author    = {Yadav, Rohan and Aiken, Alex and Kjolstad, Fredrik},
  title     = {{SpDISTAL}: Compiling Distributed Sparse Tensor Computations},
  booktitle = {{SC22}: International Conference for High Performance Computing, Networking, Storage and Analysis},
  year      = {2022},
  month     = nov,
  pages     = {1--15},
  publisher = {IEEE},
  doi       = {10.1109/SC41404.2022.00064},
  url       = {https://doi.org/10.1109/SC41404.2022.00064}
}

Citation

Rohan Yadav, Alex Aiken, and Fredrik Kjolstad. SpDISTAL: Compiling Distributed Sparse Tensor Computations. SC, 2022.

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