[all-commits] [llvm/llvm-project] 58ab00: Adding IR2Vec as an analysis pass (#134004)

[S. VenkataKeerthy via All-commits]

  Branch: refs/heads/main
  Home:   https://github.com/llvm/llvm-project
  Commit: 58ab005d8db2bb9fc54275f3398172e0691ecc91
      https://github.com/llvm/llvm-project/commit/58ab005d8db2bb9fc54275f3398172e0691ecc91
  Author: S. VenkataKeerthy <31350914+svkeerthy at users.noreply.github.com>
  Date:   2025-05-22 (Thu, 22 May 2025)

  Changed paths:
    M llvm/docs/MLGO.rst
    A llvm/include/llvm/Analysis/IR2Vec.h
    M llvm/lib/Analysis/CMakeLists.txt
    A llvm/lib/Analysis/IR2Vec.cpp
    A llvm/lib/Analysis/models/seedEmbeddingVocab75D.json
    M llvm/lib/Passes/PassBuilder.cpp
    M llvm/lib/Passes/PassRegistry.def
    A llvm/test/Analysis/IR2Vec/Inputs/dummy_3D_vocab.json
    A llvm/test/Analysis/IR2Vec/Inputs/dummy_5D_vocab.json
    A llvm/test/Analysis/IR2Vec/basic.ll
    A llvm/test/Analysis/IR2Vec/if-else.ll

  Log Message:
  -----------
  Adding IR2Vec as an analysis pass (#134004)

This PR introduces IR2Vec as an analysis pass. The changes include:
- Logic for generating Symbolic encodings.
- 75D learned vocabulary.
- lit tests.

Here is the link to the RFC -
https://discourse.llvm.org/t/rfc-enhancing-mlgo-inlining-with-ir2vec-embeddings

Acknowledgements: contributors -
https://github.com/IITH-Compilers/IR2Vec/graphs/contributors

---------

Co-authored-by: svkeerthy <venkatakeerthy at google.com>
Co-authored-by: Mircea Trofin <mtrofin at google.com>



To unsubscribe from these emails, change your notification settings at https://github.com/llvm/llvm-project/settings/notifications