News: since 2015 we continue all related developments within Collective Knowledge Framework: http://github.com/ctuning/ck/wiki

Alchemist plugin is a collection of plugins for GCC/LLVM for external and fine-grain code analysis and tuning. It is intended to to extract program properties for machine learning based optimization (see MILEPOST GCC); optimize programs at fine-grain level (such as unrolling, tiling, prefetching, etc); tune default optimization heuristic; gradually decompose program and detect performance or other anomalies; generate benchmarks particularly useful to train ML-based compilers. GCC plugin is licenced under GPLv3 licensed, while future LLVM plugins will be licensed under BSD license. Alchemist plugin is in a preliminary stage (based on MILEPOST ML plugin), so collaborations are very welcome!

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License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Intended Audience

Science/Research, Developers, Quality Engineers

Programming Language

C

Related Categories

C Code Generators, C Compilers, C Performance Testing Software

Registered

2013-07-05