Efficient, out-of-memory sparse MTTKRP on massively parallel architectures

Author:

Nguyen Andy1,Helal Ahmed E.2,Checconi Fabio2,Laukemann Jan3,Tithi Jesmin Jahan2,Soh Yongseok1,Ranadive Teresa4,Petrini Fabrizio2,Choi Jee W.1

Affiliation:

1. University of Oregon

2. Intel Labs

3. University of Erlangen-Nürnberg

4. Laboratory for Physical Sciences

Publisher

ACM

Reference55 articles.

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2. 2022. Nsight Compute Command Line Interface. https://docs.nvidia.com/nsight-compute/pdf/NsightComputeCli.pdf. Online ; accessed 14 May 2022 . 2022. Nsight Compute Command Line Interface. https://docs.nvidia.com/nsight-compute/pdf/NsightComputeCli.pdf. Online; accessed 14 May 2022.

3. 2022. Nsight Systems User Guide. https://docs.nvidia.com/nsight-systems/pdf/UserGuide.pdf. Online ; accessed 14 May 2022 . 2022. Nsight Systems User Guide. https://docs.nvidia.com/nsight-systems/pdf/UserGuide.pdf. Online; accessed 14 May 2022.

4. Efficient MATLAB Computations with Sparse and Factored Tensors

5. Implementing sparse matrix-vector multiplication on throughput-oriented processors

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