| 1 | //===- MIRUtils.h - MIR2Vec Tool Class ----------------------------===// |
|---|---|
| 2 | // |
| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
| 4 | // See https://llvm.org/LICENSE.txt for license information. |
| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| 6 | // |
| 7 | //===----------------------------------------------------------------------===// |
| 8 | /// |
| 9 | /// \file |
| 10 | /// This file contains the MIR2VecTool class definition for generating |
| 11 | /// embeddings and triplets from LLVM Machine IR. It has no dependency on |
| 12 | /// the LLVM IR embedding API (IR2VecTool). |
| 13 | /// |
| 14 | //===----------------------------------------------------------------------===// |
| 15 | |
| 16 | #ifndef LLVM_TOOLS_LLVM_IR2VEC_UTILS_MIRUTILS_H |
| 17 | #define LLVM_TOOLS_LLVM_IR2VEC_UTILS_MIRUTILS_H |
| 18 | |
| 19 | #include "Common.h" |
| 20 | #include "llvm/CodeGen/MIR2Vec.h" |
| 21 | #include "llvm/CodeGen/MIRParser/MIRParser.h" |
| 22 | #include "llvm/CodeGen/MachineFunction.h" |
| 23 | #include "llvm/CodeGen/MachineModuleInfo.h" |
| 24 | #include "llvm/CodeGen/TargetInstrInfo.h" |
| 25 | #include "llvm/CodeGen/TargetRegisterInfo.h" |
| 26 | #include "llvm/IR/LLVMContext.h" |
| 27 | #include "llvm/IR/Module.h" |
| 28 | #include "llvm/Support/Error.h" |
| 29 | #include "llvm/Support/raw_ostream.h" |
| 30 | #include "llvm/Target/TargetMachine.h" |
| 31 | #include <memory> |
| 32 | |
| 33 | namespace llvm { |
| 34 | |
| 35 | namespace mir2vec { |
| 36 | |
| 37 | /// Relation types for MIR2Vec triplet generation |
| 38 | enum MIRRelationType { |
| 39 | MIRNextRelation = 0, ///< Sequential instruction relationship |
| 40 | MIRArgRelation = 1 ///< Instruction to operand relationship (ArgRelation + N) |
| 41 | }; |
| 42 | |
| 43 | /// Helper class for MIR2Vec embedding generation |
| 44 | class MIR2VecTool { |
| 45 | private: |
| 46 | MachineModuleInfo &MMI; |
| 47 | std::unique_ptr<MIRVocabulary> Vocab; |
| 48 | |
| 49 | public: |
| 50 | explicit MIR2VecTool(MachineModuleInfo &MMI) : MMI(MMI) {} |
| 51 | |
| 52 | /// Initialize MIR2Vec vocabulary from file (for embeddings generation) |
| 53 | bool initializeVocabulary(const Module &M); |
| 54 | |
| 55 | /// Initialize vocabulary with layout information only. |
| 56 | /// This creates a minimal vocabulary with correct layout but no actual |
| 57 | /// embeddings. Sufficient for generating training data and entity mappings. |
| 58 | /// |
| 59 | /// Note: Requires target-specific information from the first machine function |
| 60 | /// to determine the vocabulary layout (number of opcodes, register classes). |
| 61 | /// |
| 62 | /// FIXME: Use --target option to get target info directly, avoiding the need |
| 63 | /// to parse machine functions for pre-training operations. |
| 64 | bool initializeVocabularyForLayout(const Module &M); |
| 65 | |
| 66 | /// Get triplets for a single machine function |
| 67 | /// Returns TripletResult containing MaxRelation and vector of Triplets |
| 68 | TripletResult generateTriplets(const MachineFunction &MF) const; |
| 69 | |
| 70 | /// Get triplets for the entire module |
| 71 | /// Returns TripletResult containing aggregated MaxRelation and all Triplets |
| 72 | TripletResult generateTriplets(const Module &M) const; |
| 73 | |
| 74 | /// Collect triplets for the module and write to output stream |
| 75 | /// Output format: MAX_RELATION=N header followed by relationships |
| 76 | void writeTripletsToStream(const Module &M, raw_ostream &OS) const; |
| 77 | |
| 78 | /// Generate entity mappings for the entire vocabulary |
| 79 | EntityList collectEntityMappings() const; |
| 80 | |
| 81 | /// Generate entity mappings and write to output stream |
| 82 | void writeEntitiesToStream(raw_ostream &OS) const; |
| 83 | |
| 84 | /// Generate embeddings for all machine functions in the module |
| 85 | void writeEmbeddingsToStream(const Module &M, raw_ostream &OS, |
| 86 | EmbeddingLevel Level) const; |
| 87 | |
| 88 | /// Generate embeddings for a specific machine function |
| 89 | void writeEmbeddingsToStream(MachineFunction &MF, raw_ostream &OS, |
| 90 | EmbeddingLevel Level) const; |
| 91 | |
| 92 | /// Get the MIR vocabulary instance |
| 93 | const MIRVocabulary *getVocabulary() const { return Vocab.get(); } |
| 94 | }; |
| 95 | |
| 96 | /// Helper structure to hold MIR context. |
| 97 | /// CRITICAL: Member declaration order matters for correct destruction. |
| 98 | struct MIRContext { |
| 99 | LLVMContext Context; // Must be first: other members hold references into it |
| 100 | std::unique_ptr<Module> M; |
| 101 | std::unique_ptr<MachineModuleInfo> MMI; |
| 102 | std::unique_ptr<TargetMachine> TM; |
| 103 | }; |
| 104 | |
| 105 | } // namespace mir2vec |
| 106 | } // namespace llvm |
| 107 | |
| 108 | #endif // LLVM_TOOLS_LLVM_IR2VEC_UTILS_MIRUTILS_H |
| 109 |