Meta has unveiled the Meta Large Language Model (LLM) Compiler, a suite of robust, open-source models designed to optimize code and revolutionize compiler design.This innovation has the potential ...

LLVM-based optimization framework for analyzing and transforming IR using compiler techniques and ML-inspired heuristics. Includes a custom Memory Coalescing pass for GPU-style memory access ...

It is possible to pass the compiler's intermediate representation to the model as a prompt, specify the optimization method, and output the output code after that optimization. In the case of the ...

Compiler Explorer, explain Google engineers, also makes it possible to understand how minifying an app using R8 helps make it smaller and faster and provides insights into the three main benefits ...

Tuning compiler heuristics and parameters is well known to improve optimization outcomes dramatically. Prior works have tuned command line flags and a few expert identified heuristics. However, there ...