Files
derek.holloway 7502bf64a4
CodeQL / Analyze (actions) (push) Canceled after 0s
CodeQL / Analyze (python) (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Multi-Arch CI / setup (push) Canceled after 0s
Publish build_manylinux_x86_64 images / publish_build_manylinux_x86_64 (push) Canceled after 0s
Setup (Multi-Arch) / setup (push) Canceled after 0s
Multi-Arch CI / Linux::${{ fromJSON(needs.setup.outputs.linux_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubi10 image / publish_no_rocm_image_ubi10 (push) Canceled after 0s
Multi-Arch CI / Windows::${{ fromJSON(needs.setup.outputs.windows_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Multi-Arch CI / Manifest Diff (push) Canceled after 0s
TheRock Manifest Diff Report / Generate Manifest Diff Report (push) Canceled after 0s
Multi-Arch CI / CI Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_ocl_rt images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_rocgdb images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Unit Tests / Unit Tests :: ubuntu-24.04 (push) Canceled after 0s
Unit Tests / Unit Tests :: windows-2022 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_media (push) Canceled after 0s
Unit Tests / Unit Tests Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_openmpi (push) Canceled after 0s
Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

120 lines
4.4 KiB
C++

//===- IRUtils.h - IR2Vec Tool Class ------------------------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
///
/// \file
/// This file contains the IR2VecTool class definition for generating
/// embeddings and triplets from LLVM IR. It has no dependency on Machine IR.
///
//===----------------------------------------------------------------------===//
#ifndef LLVM_TOOLS_LLVM_IR2VEC_UTILS_IRUTILS_H
#define LLVM_TOOLS_LLVM_IR2VEC_UTILS_IRUTILS_H
#include "Common.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/Analysis/IR2Vec.h"
#include "llvm/IR/Function.h"
#include "llvm/IR/Module.h"
#include "llvm/IR/PassInstrumentation.h"
#include "llvm/IR/PassManager.h"
#include "llvm/Support/Error.h"
#include "llvm/Support/raw_ostream.h"
#include <memory>
#define DEBUG_TYPE "ir2vec"
namespace llvm {
/// Per-function embedding map: Function* -> Embedding
using FuncEmbMap = DenseMap<const Function *, ir2vec::Embedding>;
namespace ir2vec {
/// Relation types for IR triplet generation
enum RelationType {
TypeRelation = 0, ///< Instruction to type relationship
NextRelation = 1, ///< Sequential instruction relationship
ArgRelation = 2 ///< Instruction to operand relationship (ArgRelation + N)
};
/// Load an IR2Vec vocabulary from a JSON file on disk.
Expected<std::shared_ptr<Vocabulary>> loadVocabulary(StringRef VocabPath);
/// Helper class for collecting IR triplets and generating embeddings
class IR2VecTool {
private:
Module &M;
ModuleAnalysisManager MAM;
/// \note The API around vocab object is not thread-safe.
/// Specifically, calling setVocabulary() on an instance while
/// another thread reading the Vocab object with the same instance
/// can cause a data race on this internal shared_ptr<Vocabulary> member.
std::shared_ptr<Vocabulary> Vocab;
public:
explicit IR2VecTool(Module &M) : M(M) {}
/// Creates the embedding object for downstream embedding streaming
Expected<std::unique_ptr<Embedder>>
createIR2VecEmbedder(const Function &F, IR2VecKind Kind) const;
/// Sets the vocabulary for this tool instance.
/// This allows sharing the same vocabulary instance across multiple
/// IR2VecTool instances, which is useful for generating embeddings for
/// multiple functions without needing to reload the vocabulary each time.
Error setVocabulary(std::shared_ptr<Vocabulary> V);
/// Generate triplets for a single function
/// Returns a TripletResult with:
/// - Triplets: vector of all (subject, object, relation) tuples
/// - MaxRelation: highest Arg relation ID used, or NextRelation if none
TripletResult generateTriplets(const Function &F) const;
/// Get triplets for the entire module
TripletResult generateTriplets() const;
/// Collect triplets for the module and dump output to stream
/// Output format: MAX_RELATION=N header followed by relationships
void writeTripletsToStream(raw_ostream &OS) const;
/// Generate entity mappings for the entire vocabulary
/// Returns EntityList containing all entity strings
static EntityList collectEntityMappings();
/// Dump entity ID to string mappings
static void writeEntitiesToStream(raw_ostream &OS);
/// Get embedding for a single function
Expected<Embedding> getFunctionEmbedding(const Function &F,
IR2VecKind Kind) const;
/// Get embeddings for all functions in the module
Expected<FuncEmbMap> getFunctionEmbeddingsMap(IR2VecKind Kind) const;
/// Get embeddings for all basic blocks in a function
Expected<BBEmbeddingsMap> getBBEmbeddingsMap(const Function &F,
IR2VecKind Kind) const;
/// Get embeddings for all instructions in a function
Expected<InstEmbeddingsMap> getInstEmbeddingsMap(const Function &F,
IR2VecKind Kind) const;
/// Generate embeddings for the entire module
void writeEmbeddingsToStream(raw_ostream &OS, EmbeddingLevel Level) const;
/// Generate embeddings for a single function
void writeEmbeddingsToStream(const Function &F, raw_ostream &OS,
EmbeddingLevel Level) const;
};
} // namespace ir2vec
} // namespace llvm
#endif // LLVM_TOOLS_LLVM_IR2VEC_UTILS_IRUTILS_H