Meta Large Language Model Compiler: Foundation Models of Compiler Optimization

John R Levine <johnl@taugh.com>
Mon, 08 Jul 2024 21:27:49 -0400

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From: John R Levine <johnl@taugh.com>
Newsgroups: comp.compilers
Date: Mon, 08 Jul 2024 21:27:49 -0400
Organization: Compilers Central
Injection-Info: gal.iecc.com; posting-host="news.iecc.com:2001:470:1f07:1126:0:676f:7373:6970"; logging-data="94800"; mail-complaints-to="abuse@iecc.com"
Keywords: optimize
Posted-Date: 08 Jul 2024 21:28:27 EDT

People at Meta (Facebook) trained their LLM to do some compiler
optimzation tasks. One was selecting the set of optimizations that LLVM
should do on a program, the other was disassembling assembler code in to
LLVM IR. It did OK.


https://arxiv.org/abs/2407.02524


Their LLM is open source if anyone wants to try it.


Regards,
John Levine, johnl@taugh.com, Taughannock Networks, Trumansburg NY
Please consider the environment before reading this e-mail. https://jl.ly


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