CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research

Interest in applying Artificial Intelligence (AI) techniques to compiler optimizations is increasing rapidly, but compiler research has a high entry barrier. Unlike in other domains, compiler and AI researchers do not have access to the datasets and frameworks that enable fast iteration and developm...

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Bibliographic Details

Published in:	2022 IEEE/ACM International Symposium on Code Generation and Optimization (CGO) pp. 92 - 105
Main Authors:	Cummins, Chris, Wasti, Bram, Guo, Jiadong, Cui, Brandon, Ansel, Jason, Gomez, Sahir, Jain, Somya, Liu, Jia, Teytaud, Olivier, Steiner, Benoit, Tian, Yuandong, Leather, Hugh
Format:	Conference Proceeding
Language:	English
Published:	IEEE 02.04.2022
Subjects:	Artificial intelligence Computational efficiency Computer bugs Fault tolerance Fault tolerant systems Production Reproducibility of results
Online Access:	Get full text
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