Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Saman Amarasinghe

A Deep Learning Based Cost Model for Automatic Code Optimization


Apr 11, 2021
Riyadh Baghdadi, Massinissa Merouani, Mohamed-Hicham Leghettas, Kamel Abdous, Taha Arbaoui, Karima Benatchba, Saman Amarasinghe

* Proceedings of the 4th MLSys Conference, San Jose, CA, USA, 2021 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions