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28 changes: 28 additions & 0 deletions llvm/docs/MLGO.rst
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====
MLGO
====

Introduction
============

MLGO is a framework for integrating ML techniques systematically in LLVM. It is
designed primarily to replace heuristics within LLVM with machine learned
models. Currently there is upstream infrastructure for the following
heuristics:

* Inlining for size
* Register allocation (LLVM greedy eviction heuristic) for performance

This document is an outline of the tooling that composes MLGO.

Corpus Tooling
==============

..
TODO(boomanaiden154): Write this section.

Model Runner Interfaces
=======================

..
TODO(mtrofin): Write this section.
1 change: 1 addition & 0 deletions llvm/docs/Reference.rst
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Expand Up @@ -41,6 +41,7 @@ LLVM and API reference documentation.
PDB/index
PointerAuth
ScudoHardenedAllocator
MLGO
MemoryModelRelaxationAnnotations
MemTagSanitizer
Security
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