Collective Knowledge
Published August 28, 2020 | Version v1
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MILEPOST Project Experience: building an ML-based self-optimizing compiler

Creators

  • 1. cTuning foundation, cKnowledge SAS

Description

Invited talk at Google compiler+ML seminar

I was asked to share my experience with the MILEPOST project to build ML-based self-optimizing compiler, cTuning.org to crowdsource optimization, reproducibility issues, and my future directions.

 

Files

fursin-milepost-google.pdf

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Additional details

References

  • Grigori Fursin et.al. (2011). Milepost GCC: Machine Learning Enabled Self-tuning Compiler. International Journal of Parallel Programming 39(3):296-327. DOI: 10.1007/s10766-010-0161-2