TeAAL: A Declarative Framework for Modeling Sparse Tensor Accelerators

Author:

Nayak Nandeeka1ORCID,Odemuyiwa Toluwanimi O.2ORCID,Ugare Shubham3ORCID,Fletcher Christopher1ORCID,Pellauer Michael4ORCID,Emer Joel5ORCID

Affiliation:

1. University of Illinois Urbana-Champaign, United States of America

2. University of California, Davis, United States of America

3. University of Illinois Urbana-Champaign, USA

4. NVIDIA, United States of America

5. MIT/NVIDIA, United States of America

Funder

National Science Foundation

Publisher

ACM

Reference55 articles.

1. 2023. Fibertree Project. https://github.com/Fibertree-Project/fibertree. 2023. Fibertree Project. https://github.com/Fibertree-Project/fibertree.

2. Peter Ahrens Fredrik Kjolstad and Saman P. Amarasinghe. 2022. Autoscheduling for sparse tensor algebra with an asymptotic cost model. In PLDI’22. Peter Ahrens Fredrik Kjolstad and Saman P. Amarasinghe. 2022. Autoscheduling for sparse tensor algebra with an asymptotic cost model. In PLDI’22.

3. Hasan Metin Aktulga Aydin Buluç Samuel Williams and Chao Yang. 2014. Optimizing sparse matrix-multiple vectors multiplication for nuclear configuration interaction calculations. In IPDPS’14. Hasan Metin Aktulga Aydin Buluç Samuel Williams and Chao Yang. 2014. Optimizing sparse matrix-multiple vectors multiplication for nuclear configuration interaction calculations. In IPDPS’14.

4. Jorge Albericio , Patrick Judd , Tayler  H. Hetherington , Tor  M. Aamodt , Natalie D.  Enright Jerger , and Andreas Moshovos . 2016 . Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing. In ISCA’16. Jorge Albericio, Patrick Judd, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, and Andreas Moshovos. 2016. Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing. In ISCA’16.

5. Ariful Azad Aydın Buluc and John Gilbert. 2015. Parallel Triangle Counting and Enumeration Using Matrix Algebra. In IPDPSW’15. Ariful Azad Aydın Buluc and John Gilbert. 2015. Parallel Triangle Counting and Enumeration Using Matrix Algebra. In IPDPSW’15.

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1. HighLight: Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity;56th Annual IEEE/ACM International Symposium on Microarchitecture;2023-10-28

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