Sparse Tensor Transpositions

Author:

Mueller Suzanne1,Ahrens Peter1,Chou Stephen1,Kjolstad Fredrik2,Amarasinghe Saman1

Affiliation:

1. Massachusetts Institute of Technology, Cambridge, MA, USA

2. Stanford University, Stanford, CA, USA

Funder

U.S. Department of Energy

Defense Advanced Research Projects Agency

Toyota Research Institute

Publisher

ACM

Reference7 articles.

1. Thomas H. Cormen Charles E. Leiserson Ronald L. Rivest and Clifford Stein. 2009. Introduction to algorithms 3rd ed ed.). MIT Press Cambridge Mass. Thomas H. Cormen Charles E. Leiserson Ronald L. Rivest and Clifford Stein. 2009. Introduction to algorithms 3rd ed ed.). MIT Press Cambridge Mass.

2. Two Fast Algorithms for Sparse Matrices: Multiplication and Permuted Transposition

3. PASTA: a parallel sparse tensor algorithm benchmark suite

4. Suzanne Mueller Peter Ahrens Stephen Chou Fredrik Kjolstad and Saman Amarasinghe. 2020. Sparse Tensor Transpositions. The arXiv (2020). Suzanne Mueller Peter Ahrens Stephen Chou Fredrik Kjolstad and Saman Amarasinghe. 2020. Sparse Tensor Transpositions. The arXiv (2020).

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1. Exploring Data Layout for Sparse Tensor Times Dense Matrix on GPUs;ACM Transactions on Architecture and Code Optimization;2023-12-28

2. On Higher-performance Sparse Tensor Transposition;2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW);2023-05

3. Sparsity-Aware Tensor Decomposition;2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS);2022-05

4. ALTO;Proceedings of the ACM International Conference on Supercomputing;2021-06-03

5. Sparse Tensor Transpositions;Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures;2020-07-06

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