Optimizing Tensor Computations: From Applications to Compilation and Runtime Techniques

Author:

Boehm Matthias1ORCID,Interlandi Matteo2ORCID,Jermaine Chris3ORCID

Affiliation:

1. TU Berlin, Berlin, Germany

2. Mircosoft GSL, Los Angeles, CA, USA

3. Rice University, Houston, TX, USA

Publisher

ACM

Reference154 articles.

1. Mart'i n Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , Manjunath Kudlur , Josh Levenberg , Rajat Monga , Sherry Moore , Derek Gordon Murray , Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016 . TensorFlow: A System for Large-Scale Machine Learning. In OSDI. 265--283. Mart'i n Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek Gordon Murray, Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016. TensorFlow: A System for Large-Scale Machine Learning. In OSDI. 265--283.

2. Shreya Agrawal , Luke Barrington , Carla Bromberg , John Burge , Cenk Gazen , and Jason Hickey . 2019. Machine Learning for Precipitation Now- casting from Radar Images. CoRR , Vol. abs/ 1912 .12132 ( 2019 ). Shreya Agrawal, Luke Barrington, Carla Bromberg, John Burge, Cenk Gazen, and Jason Hickey. 2019. Machine Learning for Precipitation Now- casting from Radar Images. CoRR , Vol. abs/1912.12132 (2019).

3. The Stratosphere platform for big data analytics

4. Randy Allen and Ken Kennedy. 2001. Optimizing Compilers for Modern Architectures: A Dependence-based Approach. Morgan Kaufmann. Randy Allen and Ken Kennedy. 2001. Optimizing Compilers for Modern Architectures: A Dependence-based Approach. Morgan Kaufmann.

5. Arash Ashari Naser Sedaghati John Eisenlohr and P. Sadayappan. 2014. An efficient two-dimensional blocking strategy for sparse matrix-vector multiplication on GPUs. In ICS. 273--282. https://doi.org/10.1145/2597652.2597678 10.1145/2597652.2597678

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