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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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Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks

Aug 21, 2018
Charith Mendis, Saman Amarasinghe, Michael Carbin


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The Three Pillars of Machine Programming

May 08, 2018
Justin Gottschlich, Armando Solar-Lezama, Nesime Tatbul, Michael Carbin, Martin Rinard, Regina Barzilay, Saman Amarasinghe, Joshua B Tenenbaum, Tim Mattson


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