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DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates

Oct 08, 2020
Alex Renda, Yishen Chen, Charith Mendis, Michael Carbin

* MICRO 2020 

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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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Comparing Rewinding and Fine-tuning in Neural Network Pruning

Mar 05, 2020
Alex Renda, Jonathan Frankle, Michael Carbin

* ICLR 2020 

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Abstractions for AI-Based User Interfaces and Systems

Sep 14, 2017
Alex Renda, Harrison Goldstein, Sarah Bird, Chris Quirk, Adrian Sampson


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