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Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights

Jul 02, 2020
Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li

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TIRAMISU: A Polyhedral Compiler for Dense and Sparse Deep Learning

May 07, 2020
Riyadh Baghdadi, Abdelkader Nadir Debbagh, Kamel Abdous, Fatima Zohra Benhamida, Alex Renda, Jonathan Elliott Frankle, Michael Carbin, Saman Amarasinghe

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Tiramisu: A Code Optimization Framework for High Performance Systems

Sep 26, 2018
Riyadh Baghdadi, Jessica Ray, Malek Ben Romdhane, Emanuele Del Sozzo, Patricia Suriana, Abdurrahman Akkas, Shoaib Kamil, Yunming Zhang, Saman Amarasinghe

* arXiv admin note: substantial text overlap with arXiv:1803.00419 

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