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Phoronix

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Proposed Multi-Thread Parallel Compilation "MTPC" For LLV...
Written by Michael Larabel in LLVM on 22 May 2026 at 06:18 AM ED · 2026-05-22 · via Phoronix

LLVM

A new proposal volleyed today among LLVM developers is for Multi-Thread Parallel Compilation "MTPC" for the ThinLTO link-time optimization code. This is great news for today's high core count CPUs when looking to compile very large LLVM modules.

LLVM ThinLTO currently provides module-level parallelism but for very large modules this can be a compilation bottleneck with today's processors given that code generation and optimizations within individual LLVM modules is largely serialized.

What's being proposed now is Multi-Thread Parallel Compilation for LLVM's ThinLTO to offer intra-module parallelism. MTPC can split modules at the function level for parallel code generation to avoid lengthy compilation times on large modules and better exploit the multi-core potential of today's processors.

Experimental results with this Multi-Thread Parallel Compilation are showing very nice results with up to a 32% total time reduction on a full application going through a full build.

MTPC benchmark comparison

Those interested can see this LLVM Discourse thread with the initial proposal. There already are a few pull requests open for laying out the foundation of Multi-Thread Parallel Compilation.