diff --git a/llvm/include/llvm/CodeGen/MIR2Vec.h b/llvm/include/llvm/CodeGen/MIR2Vec.h index f6b0571f5dac6..953e590a6d64f 100644 --- a/llvm/include/llvm/CodeGen/MIR2Vec.h +++ b/llvm/include/llvm/CodeGen/MIR2Vec.h @@ -35,6 +35,8 @@ #include "llvm/CodeGen/MachineFunctionPass.h" #include "llvm/CodeGen/MachineInstr.h" #include "llvm/CodeGen/MachineModuleInfo.h" +#include "llvm/CodeGen/MachineOperand.h" +#include "llvm/CodeGen/MachineRegisterInfo.h" #include "llvm/IR/PassManager.h" #include "llvm/Pass.h" #include "llvm/Support/CommandLine.h" @@ -61,7 +63,7 @@ class MIREmbedder; class SymbolicMIREmbedder; extern llvm::cl::OptionCategory MIR2VecCategory; -extern cl::opt OpcWeight; +extern cl::opt OpcWeight, CommonOperandWeight, RegOperandWeight; using Embedding = ir2vec::Embedding; using MachineInstEmbeddingsMap = DenseMap; @@ -74,31 +76,114 @@ class MIRVocabulary { friend class llvm::MIR2VecVocabLegacyAnalysis; using VocabMap = std::map; -private: - // Define vocabulary layout - adapted for MIR + // MIRVocabulary Layout: + // +-------------------+-----------------------------------------------------+ + // | Entity Type | Description | + // +-------------------+-----------------------------------------------------+ + // | 1. Opcodes | Target specific opcodes derived from TII, grouped | + // | | by instruction semantics. | + // | 2. Common Operands| All common operand types, except register operands, | + // | | defined by MachineOperand::MachineOperandType enum. | + // | 3. Physical | Register classes defined by the target, specialized | + // | Reg classes | by physical registers. | + // | 4. Virtual | Register classes defined by the target, specialized | + // | Reg classes | by virtual and physical registers. | + // +-------------------+-----------------------------------------------------+ + + /// Layout information for the MIR vocabulary. Defines the starting index + /// and size of each section in the vocabulary. struct { size_t OpcodeBase = 0; - size_t OperandBase = 0; + size_t CommonOperandBase = 0; + size_t PhyRegBase = 0; + size_t VirtRegBase = 0; size_t TotalEntries = 0; } Layout; - enum class Section : unsigned { Opcodes = 0, MaxSections }; + enum class Section : unsigned { + Opcodes = 0, + CommonOperands = 1, + PhyRegisters = 2, + VirtRegisters = 3, + MaxSections + }; ir2vec::VocabStorage Storage; mutable std::set UniqueBaseOpcodeNames; + mutable SmallVector RegisterOperandNames; + + // Some instructions have optional register operands that may be NoRegister. + // We return a zero vector in such cases. + mutable Embedding ZeroEmbedding; + + // We have specialized MO_Register handling in the Register operand section, + // so we don't include it here. Also, no MO_DbgInstrRef for now. + static constexpr StringLiteral CommonOperandNames[] = { + "Immediate", "CImmediate", "FPImmediate", "MBB", + "FrameIndex", "ConstantPoolIndex", "TargetIndex", "JumpTableIndex", + "ExternalSymbol", "GlobalAddress", "BlockAddress", "RegisterMask", + "RegisterLiveOut", "Metadata", "MCSymbol", "CFIIndex", + "IntrinsicID", "Predicate", "ShuffleMask"}; + static_assert(std::size(CommonOperandNames) == MachineOperand::MO_Last - 1 && + "Common operand names size changed, update accordingly"); + const TargetInstrInfo &TII; - void generateStorage(const VocabMap &OpcodeMap); + const TargetRegisterInfo &TRI; + const MachineRegisterInfo &MRI; + + void generateStorage(const VocabMap &OpcodeMap, + const VocabMap &CommonOperandMap, + const VocabMap &PhyRegMap, const VocabMap &VirtRegMap); void buildCanonicalOpcodeMapping(); + void buildRegisterOperandMapping(); /// Get canonical index for a machine opcode unsigned getCanonicalOpcodeIndex(unsigned Opcode) const; + /// Get index for a common (non-register) machine operand + unsigned + getCommonOperandIndex(MachineOperand::MachineOperandType OperandType) const; + + /// Get index for a register machine operand + unsigned getRegisterOperandIndex(Register Reg) const; + + // Accessors for operand types + const Embedding & + operator[](MachineOperand::MachineOperandType OperandType) const { + unsigned LocalIndex = getCommonOperandIndex(OperandType); + return Storage[static_cast(Section::CommonOperands)][LocalIndex]; + } + + const Embedding &operator[](Register Reg) const { + // Reg is sometimes NoRegister (0) for optional operands. We return a zero + // vector in this case. + if (!Reg.isValid()) + return ZeroEmbedding; + // TODO: Implement proper stack slot handling for MIR2Vec embeddings. + // Stack slots represent frame indices and should have their own + // embedding strategy rather than defaulting to register class 0. + // Consider: 1) Separate vocabulary section for stack slots + // 2) Stack slot size/alignment based embeddings + // 3) Frame index based categorization + if (Reg.isStack()) + return ZeroEmbedding; + + unsigned LocalIndex = getRegisterOperandIndex(Reg); + auto SectionID = + Reg.isPhysical() ? Section::PhyRegisters : Section::VirtRegisters; + return Storage[static_cast(SectionID)][LocalIndex]; + } + public: /// Static method for extracting base opcode names (public for testing) static std::string extractBaseOpcodeName(StringRef InstrName); - /// Get canonical index for base name (public for testing) + /// Get indices from opcode or operand names. These are public for testing. + /// String based lookups are inefficient and should be avoided in general. unsigned getCanonicalIndexForBaseName(StringRef BaseName) const; + unsigned getCanonicalIndexForOperandName(StringRef OperandName) const; + unsigned getCanonicalIndexForRegisterClass(StringRef RegName, + bool IsPhysical = true) const; /// Get the string key for a vocabulary entry at the given position std::string getStringKey(unsigned Pos) const; @@ -111,6 +196,14 @@ class MIRVocabulary { return Storage[static_cast(Section::Opcodes)][LocalIndex]; } + const Embedding &operator[](MachineOperand Operand) const { + auto OperandType = Operand.getType(); + if (OperandType == MachineOperand::MO_Register) + return operator[](Operand.getReg()); + else + return operator[](OperandType); + } + // Iterator access using const_iterator = ir2vec::VocabStorage::const_iterator; const_iterator begin() const { return Storage.begin(); } @@ -120,18 +213,25 @@ class MIRVocabulary { MIRVocabulary() = delete; /// Factory method to create MIRVocabulary from vocabulary map - static Expected create(VocabMap &&Entries, - const TargetInstrInfo &TII); + static Expected + create(VocabMap &&OpcMap, VocabMap &&CommonOperandsMap, VocabMap &&PhyRegMap, + VocabMap &&VirtRegMap, const TargetInstrInfo &TII, + const TargetRegisterInfo &TRI, const MachineRegisterInfo &MRI); /// Create a dummy vocabulary for testing purposes. static Expected - createDummyVocabForTest(const TargetInstrInfo &TII, unsigned Dim = 1); + createDummyVocabForTest(const TargetInstrInfo &TII, + const TargetRegisterInfo &TRI, + const MachineRegisterInfo &MRI, unsigned Dim = 1); /// Total number of entries in the vocabulary size_t getCanonicalSize() const { return Storage.size(); } private: - MIRVocabulary(VocabMap &&Entries, const TargetInstrInfo &TII); + MIRVocabulary(VocabMap &&OpcMap, VocabMap &&CommonOperandsMap, + VocabMap &&PhyRegMap, VocabMap &&VirtRegMap, + const TargetInstrInfo &TII, const TargetRegisterInfo &TRI, + const MachineRegisterInfo &MRI); }; /// Base class for MIR embedders @@ -144,11 +244,13 @@ class MIREmbedder { const unsigned Dimension; /// Weight for opcode embeddings - const float OpcWeight; + const float OpcWeight, CommonOperandWeight, RegOperandWeight; MIREmbedder(const MachineFunction &MF, const MIRVocabulary &Vocab) : MF(MF), Vocab(Vocab), Dimension(Vocab.getDimension()), - OpcWeight(mir2vec::OpcWeight) {} + OpcWeight(mir2vec::OpcWeight), + CommonOperandWeight(mir2vec::CommonOperandWeight), + RegOperandWeight(mir2vec::RegOperandWeight) {} /// Function to compute embeddings. Embedding computeEmbeddings() const; @@ -208,11 +310,11 @@ class SymbolicMIREmbedder : public MIREmbedder { class MIR2VecVocabLegacyAnalysis : public ImmutablePass { using VocabVector = std::vector; using VocabMap = std::map; - VocabMap StrVocabMap; - VocabVector Vocab; + std::optional Vocab; StringRef getPassName() const override; - Error readVocabulary(); + Error readVocabulary(VocabMap &OpcVocab, VocabMap &CommonOperandVocab, + VocabMap &PhyRegVocabMap, VocabMap &VirtRegVocabMap); protected: void getAnalysisUsage(AnalysisUsage &AU) const override { @@ -275,4 +377,4 @@ MachineFunctionPass *createMIR2VecPrinterLegacyPass(raw_ostream &OS); } // namespace llvm -#endif // LLVM_CODEGEN_MIR2VEC_H \ No newline at end of file +#endif // LLVM_CODEGEN_MIR2VEC_H diff --git a/llvm/lib/Analysis/models/x86SeedEmbeddingVocab100D.json b/llvm/lib/Analysis/models/x86SeedEmbeddingVocab100D.json index 0afe5c77d0461..f026b0d183a01 100644 --- a/llvm/lib/Analysis/models/x86SeedEmbeddingVocab100D.json +++ b/llvm/lib/Analysis/models/x86SeedEmbeddingVocab100D.json @@ -1,5 +1,5 @@ { - "entities" : { + "Opcodes" : { "ABS_Fp":[0.07323841750621796, -0.006006906274706125, 0.09751169383525848, -0.011089739389717579, 0.06642112135887146, -0.015824640169739723, -0.021592319011688232, -0.0035401300992816687, 0.06047678738832474, -0.007392085622996092, 0.07134906202554703, -0.019624482840299606, -0.10975595563650131, -0.007685789838433266, 0.07451746612787247, 0.06384266912937164, -0.08230067789554596, 0.050922468304634094, 0.013724055141210556, 0.015687907114624977, -0.018451329320669174, 0.046987198293209076, -0.037734340876340866, -0.07235030829906464, 0.10218106210231781, 0.08037368208169937, -0.029537858441472054, -0.047520823776721954, -0.022125739604234695, -0.03125226870179176, -0.02882847562432289, 0.013811410404741764, 0.0023568253964185715, 0.017958490177989006, -0.05359291657805443, -0.03606243059039116, 0.07840022444725037, -0.016711654141545296, -0.038644544780254364, 0.05886651948094368, -0.011418955400586128, -0.04882095381617546, 0.04027162492275238, 0.001088760793209076, 0.03045983798801899, -0.10998888313770294, -0.0097441291436553, 0.015445191413164139, 0.030951637774705887, -0.06309321522712708, -0.019475746899843216, -0.029662512242794037, 0.05312168970704079, 0.05355998873710632, 0.05060160160064697, -0.053278811275959015, -0.01803833432495594, 0.010853713378310204, -0.053911495953798294, 0.06630647927522659, -0.08671313524246216, 0.0699775293469429, -0.08346731215715408, -0.045348167419433594, 0.06779918074607849, 0.008865933865308762, 0.05460203066468239, 0.007126103155314922, 0.0012282058596611023, 0.06817980855703354, 0.0216530654579401, 0.03552381321787834, 0.015414077788591385, -0.06002715229988098, 0.05233345925807953, 0.0782286673784256, 0.04220856353640556, -0.005762201733887196, 0.004772072657942772, 0.004578332882374525, 0.002619141712784767, 0.024511393159627914, -0.10089710354804993, 0.018322769552469254, 0.020811809226870537, 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0.07473690062761307, -0.039600174874067307, -0.009295261465013027, 0.05440402403473854, 0.04785943776369095, -0.04006686061620712, -0.020133933052420616, 0.00989031046628952, -0.054447200149297714, 0.06291327625513077, -0.01196430902928114, 0.0841275230050087, -0.05557875707745552, -0.0813804343342781, -0.0746457576751709, -0.024255990982055664, -0.048101916909217834, -0.014132879674434662, -0.013147399760782719, -0.009715595282614231, 0.08717820793390274, -0.04318689927458763, -0.0311901792883873, -0.017253845930099487, 0.005144816357642412], + "VIRT_REG_VR128":[0.08292517066001892, 0.053138989955186844, 0.0019234063802286983, -0.030035940930247307, 0.0821828693151474, -0.0540342852473259, 0.06449387222528458, -0.03985493257641792, 0.026820721104741096, 0.0352952741086483, -0.1056072935461998, 0.054804764688014984, 0.01685425080358982, 0.05867069214582443, 0.11665259301662445, -0.07655566930770874, 0.021201618015766144, 0.00927705504000187, -0.04723019897937775, 0.016582123935222626, -0.01160470675677061, -0.013075411319732666, 0.01054342370480299, -0.05403316020965576, 0.033609066158533096, -0.07971179485321045, 0.1005927175283432, -0.020655132830142975, -0.0036442605778574944, 0.018269486725330353, 0.036334097385406494, -0.06517180055379868, -0.028530113399028778, -0.03768114373087883, 0.10582506656646729, 0.011199450120329857, -0.06707775592803955, 0.02332702837884426, -0.014528930187225342, -0.09369251132011414, 0.069722481071949, 0.031001657247543335, 0.08032777905464172, -0.060744334012269974, 0.015131807886064053, 0.01935953088104725, -0.087028868496418, 0.041773099452257156, 0.0381581112742424, -0.07518653571605682, 0.021307995542883873, -0.07350508868694305, -0.04699733853340149, -0.007377162110060453, 0.07836157828569412, 0.016066696494817734, -0.02160775288939476, -0.030519334599375725, -0.09255059063434601, 0.03597188740968704, -0.11260625720024109, -0.08602424710988998, 0.058293748646974564, -0.034749604761600494, 0.005541469436138868, -0.07924741506576538, -0.024103455245494843, 0.06047135218977928, 0.026729481294751167, 0.03493977710604668, -0.07453227788209915, -0.01716521382331848, 0.008985077030956745, -0.08075122535228729, 0.03353623300790787, -0.08125714957714081, 0.04245763644576073, 0.06520543247461319, 0.020550349727272987, -0.003161275526508689, -0.03491697832942009, -0.005496494937688112, 0.09021904319524765, -0.057418785989284515, 0.03494826331734657, -0.052578359842300415, -0.044952504336833954, 0.11770184338092804, -0.048565153032541275, -0.03815764561295509, 0.06020108237862587, -0.09397949278354645, 0.03820547088980675, 0.08039405196905136, 0.014751153998076916, 0.006572262849658728, 0.05658692866563797, 0.05043925344944, -0.0060436660423874855, -0.12018798291683197], + "VIRT_REG_VR256":[0.032775089144706726, 0.029240285977721214, 0.01821955479681492, 0.023595772683620453, -0.02587016113102436, -0.12190376222133636, 0.09720813482999802, 0.005780891049653292, -0.0581410676240921, 0.04817686229944229, -0.04627984017133713, 0.03618951886892319, -0.10393846780061722, 0.04380590096116066, 0.030101926997303963, -0.021811308339238167, 0.0012455569813027978, 0.06209835410118103, -0.08859474956989288, 0.0671553835272789, -0.006448917090892792, 0.0169842429459095, 0.031113164499402046, -0.07417412847280502, 0.05549546331167221, -0.013042094185948372, 0.0948401540517807, -0.07335975021123886, -0.03987044095993042, -0.005343804135918617, -0.08741248399019241, -0.08009110391139984, 0.005667346995323896, 0.03745159134268761, 0.019986214116215706, -0.03723142296075821, -0.0037649653386324644, 0.005682446528226137, 0.0659727230668068, -0.002658356446772814, 0.07049102336168289, -0.01944110542535782, -0.014278342947363853, 0.04189611226320267, 0.0312303826212883, -0.046760618686676025, 0.040438465774059296, 0.054074693471193314, 0.07479880005121231, -0.016405146569013596, 0.027125591412186623, -0.04216836765408516, 0.0011189498472958803, -0.01471384521573782, -0.010250975377857685, -0.006412460468709469, -0.12170380353927612, 0.015495882369577885, -0.054699406027793884, 0.05955614894628525, 0.06753991544246674, -0.03688138723373413, 0.049010518938302994, -0.07614680379629135, 0.06504888087511063, -0.014145595952868462, 0.02210555598139763, 0.023598313331604004, 0.00511248828843236, 0.013318972662091255, -0.11605404317378998, -0.032067783176898956, -0.05010659247636795, -0.023693162947893143, 0.06650379300117493, -0.026386691257357597, 0.06052805855870247, 0.0515507273375988, 0.033960308879613876, -0.06421340256929398, -0.09355985373258591, -0.0658700093626976, 0.10278744995594025, -0.10271084308624268, -0.012089421041309834, -0.04169749841094017, -0.07112454622983932, -0.032573599368333817, -0.0003141233173664659, 0.017007946968078613, 0.03622191399335861, 0.05829676240682602, 0.06261610984802246, 0.005667738616466522, 0.009631159715354443, 0.022852277383208275, 0.057013869285583496, -0.05015721917152405, 0.027599012479186058, -0.08637165278196335] + }, + "PhysicalRegisters" : { + "PHY_REG":[-0.008169060572981834, -0.017023155465722084, -0.04927198588848114, 0.0014261528849601746, 0.012259463779628277, -0.02794509381055832, -0.024857040494680405, 0.029203711077570915, 0.0433109886944294, 0.009679347276687622, -0.05811547115445137, -0.09075025469064713, -0.08525611460208893, -0.10545054078102112, 0.06474080681800842, 0.056396666914224625, 0.06781823933124542, 0.09059076011180878, -0.10420752316713333, -0.08284831047058105, 0.02349182404577732, -0.0354253351688385, -0.004627702757716179, 0.0068538435734808445, -0.053724177181720734, -0.02113335393369198, 0.05254676192998886, -0.050769440829753876, 0.061386119574308395, -0.07541731745004654, -0.024204161018133163, -0.0009893826209008694, -0.007493770215660334, -0.017051052302122116, 0.015025814063847065, -0.020427946001291275, -0.0844966471195221, 0.04589429497718811, 0.025571472942829132, -0.05280151963233948, 0.06895384937524796, 0.03960262984037399, 0.0068003153428435326, 0.09397424012422562, -0.0523529127240181, 0.03780638054013252, -0.015423302538692951, 0.029167350381612778, 0.01019437238574028, 0.023989612236618996, -0.03344425559043884, -0.07926471531391144, -0.09238854795694351, 0.04794330149888992, 0.01872367039322853, -0.029179377481341362, -0.05339968949556351, -0.04575541242957115, -0.004491546656936407, -0.009650425054132938, 0.026945313438773155, -0.02115861512720585, 0.06488905847072601, -0.06647083908319473, 0.008904196321964264, 0.010536684654653072, -0.06012551859021187, -0.00022655133216176182, -0.10175421833992004, 0.062001921236515045, -0.054452817887067795, 0.01785552129149437, -0.06749527156352997, -0.04883178323507309, -0.023449009284377098, 0.040745027363300323, 0.002448269398882985, 0.07842953503131866, -0.019806355237960815, -0.08275315910577774, 0.01131721492856741, 0.0482926219701767, 0.01892486959695816, 0.005685009527951479, -0.0055344682186841965, -0.0034555341117084026, -0.07923021167516708, 0.06387833505868912, 0.05978211387991905, -0.001252106623724103, 0.07216084003448486, -0.01223798282444477, 0.09716741740703583, 0.009659498929977417, -0.09404221922159195, -0.10122949630022049, -0.003581057768315077, 0.07885389029979706, 0.05305042862892151, -0.04988719895482063] } } \ No newline at end of file diff --git a/llvm/lib/CodeGen/MIR2Vec.cpp b/llvm/lib/CodeGen/MIR2Vec.cpp index 99be1fc0dcf1f..716221101af9f 100644 --- a/llvm/lib/CodeGen/MIR2Vec.cpp +++ b/llvm/lib/CodeGen/MIR2Vec.cpp @@ -42,6 +42,13 @@ static cl::opt cl::opt OpcWeight("mir2vec-opc-weight", cl::Optional, cl::init(1.0), cl::desc("Weight for machine opcode embeddings"), cl::cat(MIR2VecCategory)); +cl::opt CommonOperandWeight( + "mir2vec-common-operand-weight", cl::Optional, cl::init(1.0), + cl::desc("Weight for common operand embeddings"), cl::cat(MIR2VecCategory)); +cl::opt + RegOperandWeight("mir2vec-reg-operand-weight", cl::Optional, cl::init(1.0), + cl::desc("Weight for register operand embeddings"), + cl::cat(MIR2VecCategory)); cl::opt MIR2VecEmbeddingKind( "mir2vec-kind", cl::Optional, cl::values(clEnumValN(MIR2VecKind::Symbolic, "symbolic", @@ -56,26 +63,52 @@ cl::opt MIR2VecEmbeddingKind( // Vocabulary //===----------------------------------------------------------------------===// -MIRVocabulary::MIRVocabulary(VocabMap &&OpcodeEntries, - const TargetInstrInfo &TII) - : TII(TII) { +MIRVocabulary::MIRVocabulary(VocabMap &&OpcodeMap, VocabMap &&CommonOperandMap, + VocabMap &&PhysicalRegisterMap, + VocabMap &&VirtualRegisterMap, + const TargetInstrInfo &TII, + const TargetRegisterInfo &TRI, + const MachineRegisterInfo &MRI) + : TII(TII), TRI(TRI), MRI(MRI) { buildCanonicalOpcodeMapping(); - unsigned CanonicalOpcodeCount = UniqueBaseOpcodeNames.size(); assert(CanonicalOpcodeCount > 0 && "No canonical opcodes found for target - invalid vocabulary"); - Layout.OperandBase = CanonicalOpcodeCount; - generateStorage(OpcodeEntries); + + buildRegisterOperandMapping(); + + // Define layout of vocabulary sections + Layout.OpcodeBase = 0; + Layout.CommonOperandBase = CanonicalOpcodeCount; + // We expect same classes for physical and virtual registers + Layout.PhyRegBase = Layout.CommonOperandBase + std::size(CommonOperandNames); + Layout.VirtRegBase = Layout.PhyRegBase + RegisterOperandNames.size(); + + generateStorage(OpcodeMap, CommonOperandMap, PhysicalRegisterMap, + VirtualRegisterMap); Layout.TotalEntries = Storage.size(); } -Expected MIRVocabulary::create(VocabMap &&Entries, - const TargetInstrInfo &TII) { - if (Entries.empty()) +Expected +MIRVocabulary::create(VocabMap &&OpcodeMap, VocabMap &&CommonOperandMap, + VocabMap &&PhyRegMap, VocabMap &&VirtRegMap, + const TargetInstrInfo &TII, const TargetRegisterInfo &TRI, + const MachineRegisterInfo &MRI) { + if (OpcodeMap.empty() || CommonOperandMap.empty() || PhyRegMap.empty() || + VirtRegMap.empty()) return createStringError(errc::invalid_argument, "Empty vocabulary entries provided"); - return MIRVocabulary(std::move(Entries), TII); + MIRVocabulary Vocab(std::move(OpcodeMap), std::move(CommonOperandMap), + std::move(PhyRegMap), std::move(VirtRegMap), TII, TRI, + MRI); + + // Validate Storage after construction + if (!Vocab.Storage.isValid()) + return createStringError(errc::invalid_argument, + "Failed to create valid vocabulary storage"); + Vocab.ZeroEmbedding = Embedding(Vocab.Storage.getDimension(), 0.0); + return std::move(Vocab); } std::string MIRVocabulary::extractBaseOpcodeName(StringRef InstrName) { @@ -122,22 +155,74 @@ unsigned MIRVocabulary::getCanonicalOpcodeIndex(unsigned Opcode) const { return getCanonicalIndexForBaseName(BaseOpcode); } +unsigned +MIRVocabulary::getCanonicalIndexForOperandName(StringRef OperandName) const { + auto It = std::find(std::begin(CommonOperandNames), + std::end(CommonOperandNames), OperandName); + assert(It != std::end(CommonOperandNames) && + "Operand name not found in common operands"); + return Layout.CommonOperandBase + + std::distance(std::begin(CommonOperandNames), It); +} + +unsigned +MIRVocabulary::getCanonicalIndexForRegisterClass(StringRef RegName, + bool IsPhysical) const { + auto It = std::find(RegisterOperandNames.begin(), RegisterOperandNames.end(), + RegName); + assert(It != RegisterOperandNames.end() && + "Register name not found in register operands"); + unsigned LocalIndex = std::distance(RegisterOperandNames.begin(), It); + return (IsPhysical ? Layout.PhyRegBase : Layout.VirtRegBase) + LocalIndex; +} + std::string MIRVocabulary::getStringKey(unsigned Pos) const { assert(Pos < Layout.TotalEntries && "Position out of bounds in vocabulary"); - // For now, all entries are opcodes since we only have one section - if (Pos < Layout.OperandBase && Pos < UniqueBaseOpcodeNames.size()) { + // Handle opcodes section + if (Pos < Layout.CommonOperandBase) { // Convert canonical index back to base opcode name auto It = UniqueBaseOpcodeNames.begin(); std::advance(It, Pos); + assert(It != UniqueBaseOpcodeNames.end() && + "Canonical index out of bounds in opcode section"); return *It; } - llvm_unreachable("Invalid position in vocabulary"); - return ""; + auto getLocalIndex = [](unsigned Pos, size_t BaseOffset, size_t Bound, + const char *Msg) { + unsigned LocalIndex = Pos - BaseOffset; + assert(LocalIndex < Bound && Msg); + return LocalIndex; + }; + + // Handle common operands section + if (Pos < Layout.PhyRegBase) { + unsigned LocalIndex = getLocalIndex( + Pos, Layout.CommonOperandBase, std::size(CommonOperandNames), + "Local index out of bounds in common operands"); + return CommonOperandNames[LocalIndex].str(); + } + + // Handle physical registers section + if (Pos < Layout.VirtRegBase) { + unsigned LocalIndex = + getLocalIndex(Pos, Layout.PhyRegBase, RegisterOperandNames.size(), + "Local index out of bounds in physical registers"); + return "PhyReg_" + RegisterOperandNames[LocalIndex]; + } + + // Handle virtual registers section + unsigned LocalIndex = + getLocalIndex(Pos, Layout.VirtRegBase, RegisterOperandNames.size(), + "Local index out of bounds in virtual registers"); + return "VirtReg_" + RegisterOperandNames[LocalIndex]; } -void MIRVocabulary::generateStorage(const VocabMap &OpcodeMap) { +void MIRVocabulary::generateStorage(const VocabMap &OpcodeMap, + const VocabMap &CommonOperandsMap, + const VocabMap &PhyRegMap, + const VocabMap &VirtRegMap) { // Helper for handling missing entities in the vocabulary. // Currently, we use a zero vector. In the future, we will throw an error to @@ -151,14 +236,14 @@ void MIRVocabulary::generateStorage(const VocabMap &OpcodeMap) { // Initialize opcode embeddings section unsigned EmbeddingDim = OpcodeMap.begin()->second.size(); - std::vector OpcodeEmbeddings(Layout.OperandBase, + std::vector OpcodeEmbeddings(Layout.CommonOperandBase, Embedding(EmbeddingDim)); // Populate opcode embeddings using canonical mapping for (auto COpcodeName : UniqueBaseOpcodeNames) { if (auto It = OpcodeMap.find(COpcodeName); It != OpcodeMap.end()) { auto COpcodeIndex = getCanonicalIndexForBaseName(COpcodeName); - assert(COpcodeIndex < Layout.OperandBase && + assert(COpcodeIndex < Layout.CommonOperandBase && "Canonical index out of bounds"); OpcodeEmbeddings[COpcodeIndex] = It->second; } else { @@ -166,8 +251,39 @@ void MIRVocabulary::generateStorage(const VocabMap &OpcodeMap) { } } - // TODO: Add operand/argument embeddings as additional sections - // This will require extending the vocabulary format and layout + // Initialize common operand embeddings section + std::vector CommonOperandEmbeddings(std::size(CommonOperandNames), + Embedding(EmbeddingDim)); + unsigned OperandIndex = 0; + for (const auto &CommonOperandName : CommonOperandNames) { + if (auto It = CommonOperandsMap.find(CommonOperandName.str()); + It != CommonOperandsMap.end()) { + CommonOperandEmbeddings[OperandIndex] = It->second; + } else { + handleMissingEntity(CommonOperandName); + } + ++OperandIndex; + } + + // Helper lambda for creating register operand embeddings + auto createRegisterEmbeddings = [&](const VocabMap &RegMap) { + std::vector RegEmbeddings(TRI.getNumRegClasses(), + Embedding(EmbeddingDim)); + unsigned RegOperandIndex = 0; + for (const auto &RegOperandName : RegisterOperandNames) { + if (auto It = RegMap.find(RegOperandName); It != RegMap.end()) + RegEmbeddings[RegOperandIndex] = It->second; + else + handleMissingEntity(RegOperandName); + ++RegOperandIndex; + } + return RegEmbeddings; + }; + + // Initialize register operand embeddings sections + std::vector PhyRegEmbeddings = createRegisterEmbeddings(PhyRegMap); + std::vector VirtRegEmbeddings = + createRegisterEmbeddings(VirtRegMap); // Scale the vocabulary sections based on the provided weights auto scaleVocabSection = [](std::vector &Embeddings, @@ -176,9 +292,15 @@ void MIRVocabulary::generateStorage(const VocabMap &OpcodeMap) { Embedding *= Weight; }; scaleVocabSection(OpcodeEmbeddings, OpcWeight); + scaleVocabSection(CommonOperandEmbeddings, CommonOperandWeight); + scaleVocabSection(PhyRegEmbeddings, RegOperandWeight); + scaleVocabSection(VirtRegEmbeddings, RegOperandWeight); - std::vector> Sections(1); + std::vector> Sections(4); Sections[0] = std::move(OpcodeEmbeddings); + Sections[1] = std::move(CommonOperandEmbeddings); + Sections[2] = std::move(PhyRegEmbeddings); + Sections[3] = std::move(VirtRegEmbeddings); Storage = ir2vec::VocabStorage(std::move(Sections)); } @@ -199,26 +321,94 @@ void MIRVocabulary::buildCanonicalOpcodeMapping() { << " unique base opcodes\n"); } -Expected -MIRVocabulary::createDummyVocabForTest(const TargetInstrInfo &TII, - unsigned Dim) { +void MIRVocabulary::buildRegisterOperandMapping() { + // Check if already built + if (!RegisterOperandNames.empty()) + return; + + for (unsigned RC = 0; RC < TRI.getNumRegClasses(); ++RC) { + const TargetRegisterClass *RegClass = TRI.getRegClass(RC); + if (!RegClass) + continue; + + // Get the register class name + StringRef ClassName = TRI.getRegClassName(RegClass); + RegisterOperandNames.push_back(ClassName.str()); + } +} + +unsigned MIRVocabulary::getCommonOperandIndex( + MachineOperand::MachineOperandType OperandType) const { + assert(OperandType != MachineOperand::MO_Register && + "Expected non-register operand type"); + assert(OperandType > MachineOperand::MO_Register && + OperandType < MachineOperand::MO_Last && "Operand type out of bounds"); + return static_cast(OperandType) - 1; +} + +unsigned MIRVocabulary::getRegisterOperandIndex(Register Reg) const { + assert(!RegisterOperandNames.empty() && "Register operand mapping not built"); + assert(Reg.isValid() && "Invalid register; not expected here"); + assert((Reg.isPhysical() || Reg.isVirtual()) && + "Expected a physical or virtual register"); + + const TargetRegisterClass *RegClass = nullptr; + + // For physical registers, use TRI to get minimal register class as a + // physical register can belong to multiple classes. For virtual + // registers, use MRI to uniquely identify the assigned register class. + if (Reg.isPhysical()) + RegClass = TRI.getMinimalPhysRegClass(Reg); + else + RegClass = MRI.getRegClass(Reg); + + if (RegClass) + return RegClass->getID(); + // Fallback for registers without a class (shouldn't happen) + llvm_unreachable("Register operand without a valid register class"); + return 0; +} + +Expected MIRVocabulary::createDummyVocabForTest( + const TargetInstrInfo &TII, const TargetRegisterInfo &TRI, + const MachineRegisterInfo &MRI, unsigned Dim) { assert(Dim > 0 && "Dimension must be greater than zero"); float DummyVal = 0.1f; - // Create dummy embeddings for all canonical opcode names - VocabMap DummyVocabMap; + VocabMap DummyOpcMap, DummyOperandMap, DummyPhyRegMap, DummyVirtRegMap; + + // Process opcodes directly without creating temporary vocabulary for (unsigned Opcode = 0; Opcode < TII.getNumOpcodes(); ++Opcode) { std::string BaseOpcode = extractBaseOpcodeName(TII.getName(Opcode)); - if (DummyVocabMap.count(BaseOpcode) == 0) { - // Only add if not already present - DummyVocabMap[BaseOpcode] = Embedding(Dim, DummyVal); + if (DummyOpcMap.count(BaseOpcode) == 0) { // Only add if not already present + DummyOpcMap[BaseOpcode] = Embedding(Dim, DummyVal); DummyVal += 0.1f; } } - // Create and return vocabulary with dummy embeddings - return MIRVocabulary::create(std::move(DummyVocabMap), TII); + // Add common operands + for (const auto &CommonOperandName : CommonOperandNames) { + DummyOperandMap[CommonOperandName.str()] = Embedding(Dim, DummyVal); + DummyVal += 0.1f; + } + + // Process register classes directly + for (unsigned RC = 0; RC < TRI.getNumRegClasses(); ++RC) { + const TargetRegisterClass *RegClass = TRI.getRegClass(RC); + if (!RegClass) + continue; + + std::string ClassName = TRI.getRegClassName(RegClass); + DummyPhyRegMap[ClassName] = Embedding(Dim, DummyVal); + DummyVirtRegMap[ClassName] = Embedding(Dim, DummyVal); + DummyVal += 0.1f; + } + + // Create vocabulary directly without temporary instance + return MIRVocabulary::create( + std::move(DummyOpcMap), std::move(DummyOperandMap), + std::move(DummyPhyRegMap), std::move(DummyVirtRegMap), TII, TRI, MRI); } //===----------------------------------------------------------------------===// @@ -236,9 +426,10 @@ StringRef MIR2VecVocabLegacyAnalysis::getPassName() const { return "MIR2Vec Vocabulary Analysis"; } -Error MIR2VecVocabLegacyAnalysis::readVocabulary() { - // TODO: Extend vocabulary format to support multiple sections - // (opcodes, operands, etc.) similar to IR2Vec structure +Error MIR2VecVocabLegacyAnalysis::readVocabulary(VocabMap &OpcodeVocab, + VocabMap &CommonOperandVocab, + VocabMap &PhyRegVocabMap, + VocabMap &VirtRegVocabMap) { if (VocabFile.empty()) return createStringError( errc::invalid_argument, @@ -255,21 +446,47 @@ Error MIR2VecVocabLegacyAnalysis::readVocabulary() { if (!ParsedVocabValue) return ParsedVocabValue.takeError(); - unsigned Dim = 0; + unsigned OpcodeDim = 0, CommonOperandDim = 0, PhyRegOperandDim = 0, + VirtRegOperandDim = 0; + if (auto Err = ir2vec::VocabStorage::parseVocabSection( + "Opcodes", *ParsedVocabValue, OpcodeVocab, OpcodeDim)) + return Err; + + if (auto Err = ir2vec::VocabStorage::parseVocabSection( + "CommonOperands", *ParsedVocabValue, CommonOperandVocab, + CommonOperandDim)) + return Err; + + if (auto Err = ir2vec::VocabStorage::parseVocabSection( + "PhysicalRegisters", *ParsedVocabValue, PhyRegVocabMap, + PhyRegOperandDim)) + return Err; + if (auto Err = ir2vec::VocabStorage::parseVocabSection( - "entities", *ParsedVocabValue, StrVocabMap, Dim)) + "VirtualRegisters", *ParsedVocabValue, VirtRegVocabMap, + VirtRegOperandDim)) return Err; + // All sections must have the same embedding dimension + if (!(OpcodeDim == CommonOperandDim && CommonOperandDim == PhyRegOperandDim && + PhyRegOperandDim == VirtRegOperandDim)) { + return createStringError( + errc::illegal_byte_sequence, + "MIR2Vec vocabulary sections have different dimensions"); + } + return Error::success(); } Expected MIR2VecVocabLegacyAnalysis::getMIR2VecVocabulary(const Module &M) { - if (StrVocabMap.empty()) { - if (Error Err = readVocabulary()) { - return std::move(Err); - } - } + if (Vocab.has_value()) + return std::move(Vocab.value()); + + VocabMap OpcMap, CommonOperandMap, PhyRegMap, VirtRegMap; + if (Error Err = + readVocabulary(OpcMap, CommonOperandMap, PhyRegMap, VirtRegMap)) + return std::move(Err); // Get machine module info to access machine functions and target info MachineModuleInfo &MMI = getAnalysis().getMMI(); @@ -280,8 +497,24 @@ MIR2VecVocabLegacyAnalysis::getMIR2VecVocabulary(const Module &M) { continue; if (auto *MF = MMI.getMachineFunction(F)) { - const TargetInstrInfo *TII = MF->getSubtarget().getInstrInfo(); - return mir2vec::MIRVocabulary::create(std::move(StrVocabMap), *TII); + auto &Subtarget = MF->getSubtarget(); + const TargetInstrInfo *TII = Subtarget.getInstrInfo(); + if (!TII) { + return createStringError(errc::invalid_argument, + "No TargetInstrInfo available; cannot create " + "MIR2Vec vocabulary"); + } + + const TargetRegisterInfo *TRI = Subtarget.getRegisterInfo(); + if (!TRI) { + return createStringError(errc::invalid_argument, + "No TargetRegisterInfo available; cannot " + "create MIR2Vec vocabulary"); + } + + return mir2vec::MIRVocabulary::create( + std::move(OpcMap), std::move(CommonOperandMap), std::move(PhyRegMap), + std::move(VirtRegMap), *TII, *TRI, MF->getRegInfo()); } } @@ -351,9 +584,14 @@ Embedding SymbolicMIREmbedder::computeEmbeddings(const MachineInstr &MI) const { if (MI.isDebugInstr()) return Embedding(Dimension, 0); - // Todo: Add operand/argument contributions + // Opcode embedding + Embedding InstructionEmbedding = Vocab[MI.getOpcode()]; + + // Add operand contributions + for (const MachineOperand &MO : MI.operands()) + InstructionEmbedding += Vocab[MO]; - return Vocab[MI.getOpcode()]; + return InstructionEmbedding; } //===----------------------------------------------------------------------===// diff --git a/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_dummy_2D_vocab.json b/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_dummy_2D_vocab.json index 2894fff850ba7..da0d13d64e165 100644 --- a/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_dummy_2D_vocab.json +++ b/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_dummy_2D_vocab.json @@ -1,5 +1,5 @@ { - "entities" : { + "Opcodes" : { "ABS_Fp":[1, 2], "ADC":[3, 4], "ADD":[5, 6], @@ -7,5 +7,21 @@ "ADDPDrr":[9, 10], "ADDPSrr":[11, 12], "ADDSDrm":[13, 14] + }, + "CommonOperands": { + "Immediate": [0.1, 0.1], + "MBB": [0.2, 0.2], + "FrameIndex": [0.3, 0.3], + "GlobalAddress": [0.4, 0.4] + }, + "PhysicalRegisters": { + "GR32": [0.5, 0.5], + "GR64": [0.6, 0.6], + "XMM": [0.7, 0.7] + }, + "VirtualRegisters": { + "GR32": [0.8, 0.8], + "GR64": [0.9, 0.9], + "XMM": [1.0, 1.0] } } \ No newline at end of file diff --git a/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_dummy_3D_vocab.json b/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_dummy_3D_vocab.json index 5de715bf80917..f4b14a4242c64 100644 --- a/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_dummy_3D_vocab.json +++ b/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_dummy_3D_vocab.json @@ -1,5 +1,5 @@ { - "entities": { + "Opcodes": { "KILL": [0.1, 0.2, 0.3], "MOV": [0.4, 0.5, 0.6], "LEA": [0.7, 0.8, 0.9], @@ -18,5 +18,21 @@ "POP": [4.6, 4.7, 4.8], "NOP": [4.9, 5.0, 5.1], "COPY": [5.2, 5.3, 5.4] + }, + "CommonOperands": { + "Immediate": [0.1, 0.1, 0.1], + "MBB": [0.2, 0.2, 0.2], + "FrameIndex": [0.3, 0.3, 0.3], + "GlobalAddress": [0.4, 0.4, 0.4] + }, + "PhysicalRegisters": { + "GR32": [0.5, 0.5, 0.5], + "GR64": [0.6, 0.6, 0.6], + "XMM": [0.7, 0.7, 0.7] + }, + "VirtualRegisters": { + "GR32": [0.8, 0.8, 0.8], + "GR64": [0.9, 0.9, 0.9], + "XMM": [1.0, 1.0, 1.0] } } \ No newline at end of file diff --git a/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_inconsistent_dims.json b/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_inconsistent_dims.json index bf041635fc603..6274fb747179c 100644 --- a/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_inconsistent_dims.json +++ b/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_inconsistent_dims.json @@ -1,7 +1,16 @@ { - "entities": { + "Opcodes": { "ADD": [1.0, 2.0, 3.0], "SUB": [1.5], "MUL": [2.0, 3.0] + }, + "CommonOperands": { + "Immediate": [1.0] + }, + "PhysicalRegisters": { + "GR32": [1.0, 2.0] + }, + "VirtualRegisters": { + "GR32": [1.0, 2.0, 3.0] } } diff --git a/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_zero_vocab.json b/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_zero_vocab.json index 63e8ccbd41034..7bfdf3bab831d 100644 --- a/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_zero_vocab.json +++ b/llvm/test/CodeGen/MIR2Vec/Inputs/mir2vec_zero_vocab.json @@ -1,5 +1,5 @@ { - "entities": { + "Opcodes": { "ADD": [], "SUB": [], "MUL": [], @@ -8,5 +8,14 @@ "JMP": [], "CALL": [], "RET": [] + }, + "CommonOperands": { + "Immediate": [] + }, + "PhysicalRegisters": { + "GR32": [] + }, + "VirtualRegisters": { + "GR32": [] } } \ No newline at end of file diff --git a/llvm/test/CodeGen/MIR2Vec/Inputs/reference_x86_vocab_print.txt b/llvm/test/CodeGen/MIR2Vec/Inputs/reference_x86_vocab_print.txt index 6327cffb77e74..d3c0da9862245 100644 --- a/llvm/test/CodeGen/MIR2Vec/Inputs/reference_x86_vocab_print.txt +++ b/llvm/test/CodeGen/MIR2Vec/Inputs/reference_x86_vocab_print.txt @@ -6880,3 +6880,294 @@ Key: XSHA: [ 0.00 0.00 ] Key: XSTORE: [ 0.00 0.00 ] Key: XSUSLDTRK: [ 0.00 0.00 ] Key: XTEST: [ 0.00 0.00 ] +Key: Immediate: [ 0.10 0.10 ] +Key: CImmediate: [ 0.00 0.00 ] +Key: FPImmediate: [ 0.00 0.00 ] +Key: MBB: [ 0.20 0.20 ] +Key: FrameIndex: [ 0.30 0.30 ] +Key: ConstantPoolIndex: [ 0.00 0.00 ] +Key: TargetIndex: [ 0.00 0.00 ] +Key: JumpTableIndex: [ 0.00 0.00 ] +Key: ExternalSymbol: [ 0.00 0.00 ] +Key: GlobalAddress: [ 0.40 0.40 ] +Key: BlockAddress: [ 0.00 0.00 ] +Key: RegisterMask: [ 0.00 0.00 ] +Key: RegisterLiveOut: [ 0.00 0.00 ] +Key: Metadata: [ 0.00 0.00 ] +Key: MCSymbol: [ 0.00 0.00 ] +Key: CFIIndex: [ 0.00 0.00 ] +Key: IntrinsicID: [ 0.00 0.00 ] +Key: Predicate: [ 0.00 0.00 ] +Key: ShuffleMask: [ 0.00 0.00 ] +Key: PhyReg_GR8: [ 0.00 0.00 ] +Key: PhyReg_GRH8: [ 0.00 0.00 ] +Key: PhyReg_GR8_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_GR8_NOREX: [ 0.00 0.00 ] +Key: PhyReg_GR8_ABCD_H: [ 0.00 0.00 ] +Key: PhyReg_GR8_ABCD_L: [ 0.00 0.00 ] +Key: PhyReg_GRH16: [ 0.00 0.00 ] +Key: PhyReg_GR16: [ 0.00 0.00 ] +Key: PhyReg_GR16_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_GR16_NOREX: [ 0.00 0.00 ] +Key: PhyReg_VK1: [ 0.00 0.00 ] +Key: PhyReg_VK16: [ 0.00 0.00 ] +Key: PhyReg_VK2: [ 0.00 0.00 ] +Key: PhyReg_VK4: [ 0.00 0.00 ] +Key: PhyReg_VK8: [ 0.00 0.00 ] +Key: PhyReg_VK16WM: [ 0.00 0.00 ] +Key: PhyReg_VK1WM: [ 0.00 0.00 ] +Key: PhyReg_VK2WM: [ 0.00 0.00 ] +Key: PhyReg_VK4WM: [ 0.00 0.00 ] +Key: PhyReg_VK8WM: [ 0.00 0.00 ] +Key: PhyReg_SEGMENT_REG: [ 0.00 0.00 ] +Key: PhyReg_GR16_ABCD: [ 0.00 0.00 ] +Key: PhyReg_FPCCR: [ 0.00 0.00 ] +Key: PhyReg_FR16X: [ 0.00 0.00 ] +Key: PhyReg_FR16: [ 0.00 0.00 ] +Key: PhyReg_VK16PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK1PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK2PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK4PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK8PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK1PAIR_with_sub_mask_0_in_VK1WM: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_FR32X: [ 0.00 0.00 ] +Key: PhyReg_GR32: [ 0.50 0.50 ] +Key: PhyReg_GR32_NOSP: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_16bit_in_GR16_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_DEBUG_REG: [ 0.00 0.00 ] +Key: PhyReg_FR32: [ 0.00 0.00 ] +Key: PhyReg_GR32_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_GR32_NOREX2_NOSP: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: PhyReg_GR32_NOREX: [ 0.00 0.00 ] +Key: PhyReg_VK32: [ 0.00 0.00 ] +Key: PhyReg_GR32_NOREX_NOSP: [ 0.00 0.00 ] +Key: PhyReg_RFP32: [ 0.00 0.00 ] +Key: PhyReg_VK32WM: [ 0.00 0.00 ] +Key: PhyReg_GR32_ABCD: [ 0.00 0.00 ] +Key: PhyReg_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR32_ABCD_and_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR32_AD: [ 0.00 0.00 ] +Key: PhyReg_GR32_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR32_BPSP: [ 0.00 0.00 ] +Key: PhyReg_GR32_BSI: [ 0.00 0.00 ] +Key: PhyReg_GR32_CB: [ 0.00 0.00 ] +Key: PhyReg_GR32_DC: [ 0.00 0.00 ] +Key: PhyReg_GR32_DIBP: [ 0.00 0.00 ] +Key: PhyReg_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_32bit: [ 0.00 0.00 ] +Key: PhyReg_CCR: [ 0.00 0.00 ] +Key: PhyReg_DFCCR: [ 0.00 0.00 ] +Key: PhyReg_GR32_ABCD_and_GR32_BSI: [ 0.00 0.00 ] +Key: PhyReg_GR32_AD_and_GR32_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR32_ArgRef_and_GR32_CB: [ 0.00 0.00 ] +Key: PhyReg_GR32_BPSP_and_GR32_DIBP: [ 0.00 0.00 ] +Key: PhyReg_GR32_BPSP_and_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR32_BSI_and_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_GR32_DIBP_and_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_8bit_with_sub_32bit: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_with_sub_32bit: [ 0.00 0.00 ] +Key: PhyReg_RFP64: [ 0.00 0.00 ] +Key: PhyReg_GR64: [ 0.60 0.60 ] +Key: PhyReg_FR64X: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOSP: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_CONTROL_REG: [ 0.00 0.00 ] +Key: PhyReg_FR64: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_16bit_in_GR16_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX2_NOSP: [ 0.00 0.00 ] +Key: PhyReg_GR64PLTSafe: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX: [ 0.00 0.00 ] +Key: PhyReg_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX2_NOSP_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_TCW64_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: PhyReg_VK64: [ 0.00 0.00 ] +Key: PhyReg_VR64: [ 0.00 0.00 ] +Key: PhyReg_GR64PLTSafe_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX2_NOSP_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX_NOSP: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_TCW64_and_GR64_TC_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_VK64WM: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC_and_GR64_NOREX2_NOSP_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC_and_GR64_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: PhyReg_GR64PLTSafe_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX_and_GR64PLTSafe_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_ABCD: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_ABCD_and_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_AD: [ 0.00 0.00 ] +Key: PhyReg_GR64_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR64_and_LOW32_ADDR_ACCESS_RBP: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BPSP: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BSI: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_CB: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_DIBP: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_GR64_A: [ 0.00 0.00 ] +Key: PhyReg_GR64_ArgRef_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_and_LOW32_ADDR_ACCESS: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_ABCD_and_GR32_BSI: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_AD_and_GR32_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_ArgRef_and_GR32_CB: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BPSP_and_GR32_DIBP: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BPSP_and_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BSI_and_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_DIBP_and_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_RST: [ 0.00 0.00 ] +Key: PhyReg_RFP80: [ 0.00 0.00 ] +Key: PhyReg_RFP80_7: [ 0.00 0.00 ] +Key: PhyReg_VR128X: [ 0.00 0.00 ] +Key: PhyReg_VR128: [ 0.00 0.00 ] +Key: PhyReg_VR256X: [ 0.00 0.00 ] +Key: PhyReg_VR256: [ 0.00 0.00 ] +Key: PhyReg_VR512: [ 0.00 0.00 ] +Key: PhyReg_VR512_0_15: [ 0.00 0.00 ] +Key: PhyReg_TILE: [ 0.00 0.00 ] +Key: PhyReg_TILEPAIR: [ 0.00 0.00 ] +Key: VirtReg_GR8: [ 0.00 0.00 ] +Key: VirtReg_GRH8: [ 0.00 0.00 ] +Key: VirtReg_GR8_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_GR8_NOREX: [ 0.00 0.00 ] +Key: VirtReg_GR8_ABCD_H: [ 0.00 0.00 ] +Key: VirtReg_GR8_ABCD_L: [ 0.00 0.00 ] +Key: VirtReg_GRH16: [ 0.00 0.00 ] +Key: VirtReg_GR16: [ 0.00 0.00 ] +Key: VirtReg_GR16_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_GR16_NOREX: [ 0.00 0.00 ] +Key: VirtReg_VK1: [ 0.00 0.00 ] +Key: VirtReg_VK16: [ 0.00 0.00 ] +Key: VirtReg_VK2: [ 0.00 0.00 ] +Key: VirtReg_VK4: [ 0.00 0.00 ] +Key: VirtReg_VK8: [ 0.00 0.00 ] +Key: VirtReg_VK16WM: [ 0.00 0.00 ] +Key: VirtReg_VK1WM: [ 0.00 0.00 ] +Key: VirtReg_VK2WM: [ 0.00 0.00 ] +Key: VirtReg_VK4WM: [ 0.00 0.00 ] +Key: VirtReg_VK8WM: [ 0.00 0.00 ] +Key: VirtReg_SEGMENT_REG: [ 0.00 0.00 ] +Key: VirtReg_GR16_ABCD: [ 0.00 0.00 ] +Key: VirtReg_FPCCR: [ 0.00 0.00 ] +Key: VirtReg_FR16X: [ 0.00 0.00 ] +Key: VirtReg_FR16: [ 0.00 0.00 ] +Key: VirtReg_VK16PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK1PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK2PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK4PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK8PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK1PAIR_with_sub_mask_0_in_VK1WM: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_FR32X: [ 0.00 0.00 ] +Key: VirtReg_GR32: [ 0.80 0.80 ] +Key: VirtReg_GR32_NOSP: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_16bit_in_GR16_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_DEBUG_REG: [ 0.00 0.00 ] +Key: VirtReg_FR32: [ 0.00 0.00 ] +Key: VirtReg_GR32_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_GR32_NOREX2_NOSP: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: VirtReg_GR32_NOREX: [ 0.00 0.00 ] +Key: VirtReg_VK32: [ 0.00 0.00 ] +Key: VirtReg_GR32_NOREX_NOSP: [ 0.00 0.00 ] +Key: VirtReg_RFP32: [ 0.00 0.00 ] +Key: VirtReg_VK32WM: [ 0.00 0.00 ] +Key: VirtReg_GR32_ABCD: [ 0.00 0.00 ] +Key: VirtReg_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR32_ABCD_and_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR32_AD: [ 0.00 0.00 ] +Key: VirtReg_GR32_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR32_BPSP: [ 0.00 0.00 ] +Key: VirtReg_GR32_BSI: [ 0.00 0.00 ] +Key: VirtReg_GR32_CB: [ 0.00 0.00 ] +Key: VirtReg_GR32_DC: [ 0.00 0.00 ] +Key: VirtReg_GR32_DIBP: [ 0.00 0.00 ] +Key: VirtReg_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_32bit: [ 0.00 0.00 ] +Key: VirtReg_CCR: [ 0.00 0.00 ] +Key: VirtReg_DFCCR: [ 0.00 0.00 ] +Key: VirtReg_GR32_ABCD_and_GR32_BSI: [ 0.00 0.00 ] +Key: VirtReg_GR32_AD_and_GR32_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR32_ArgRef_and_GR32_CB: [ 0.00 0.00 ] +Key: VirtReg_GR32_BPSP_and_GR32_DIBP: [ 0.00 0.00 ] +Key: VirtReg_GR32_BPSP_and_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR32_BSI_and_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_GR32_DIBP_and_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_8bit_with_sub_32bit: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_with_sub_32bit: [ 0.00 0.00 ] +Key: VirtReg_RFP64: [ 0.00 0.00 ] +Key: VirtReg_GR64: [ 0.90 0.90 ] +Key: VirtReg_FR64X: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOSP: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_CONTROL_REG: [ 0.00 0.00 ] +Key: VirtReg_FR64: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_16bit_in_GR16_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX2_NOSP: [ 0.00 0.00 ] +Key: VirtReg_GR64PLTSafe: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX: [ 0.00 0.00 ] +Key: VirtReg_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX2_NOSP_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_TCW64_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: VirtReg_VK64: [ 0.00 0.00 ] +Key: VirtReg_VR64: [ 0.00 0.00 ] +Key: VirtReg_GR64PLTSafe_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX2_NOSP_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX_NOSP: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_TCW64_and_GR64_TC_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_VK64WM: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC_and_GR64_NOREX2_NOSP_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC_and_GR64_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: VirtReg_GR64PLTSafe_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX_and_GR64PLTSafe_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_ABCD: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_ABCD_and_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_AD: [ 0.00 0.00 ] +Key: VirtReg_GR64_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR64_and_LOW32_ADDR_ACCESS_RBP: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BPSP: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BSI: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_CB: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_DIBP: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_GR64_A: [ 0.00 0.00 ] +Key: VirtReg_GR64_ArgRef_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_and_LOW32_ADDR_ACCESS: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_ABCD_and_GR32_BSI: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_AD_and_GR32_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_ArgRef_and_GR32_CB: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BPSP_and_GR32_DIBP: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BPSP_and_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BSI_and_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_DIBP_and_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_RST: [ 0.00 0.00 ] +Key: VirtReg_RFP80: [ 0.00 0.00 ] +Key: VirtReg_RFP80_7: [ 0.00 0.00 ] +Key: VirtReg_VR128X: [ 0.00 0.00 ] +Key: VirtReg_VR128: [ 0.00 0.00 ] +Key: VirtReg_VR256X: [ 0.00 0.00 ] +Key: VirtReg_VR256: [ 0.00 0.00 ] +Key: VirtReg_VR512: [ 0.00 0.00 ] +Key: VirtReg_VR512_0_15: [ 0.00 0.00 ] +Key: VirtReg_TILE: [ 0.00 0.00 ] +Key: VirtReg_TILEPAIR: [ 0.00 0.00 ] diff --git a/llvm/test/CodeGen/MIR2Vec/Inputs/reference_x86_vocab_wo=0.5_print.txt b/llvm/test/CodeGen/MIR2Vec/Inputs/reference_x86_vocab_wo=0.5_print.txt index 4409e6dbd5c72..c6e5508248b9b 100644 --- a/llvm/test/CodeGen/MIR2Vec/Inputs/reference_x86_vocab_wo=0.5_print.txt +++ b/llvm/test/CodeGen/MIR2Vec/Inputs/reference_x86_vocab_wo=0.5_print.txt @@ -6880,3 +6880,294 @@ Key: XSHA: [ 0.00 0.00 ] Key: XSTORE: [ 0.00 0.00 ] Key: XSUSLDTRK: [ 0.00 0.00 ] Key: XTEST: [ 0.00 0.00 ] +Key: Immediate: [ 0.10 0.10 ] +Key: CImmediate: [ 0.00 0.00 ] +Key: FPImmediate: [ 0.00 0.00 ] +Key: MBB: [ 0.20 0.20 ] +Key: FrameIndex: [ 0.30 0.30 ] +Key: ConstantPoolIndex: [ 0.00 0.00 ] +Key: TargetIndex: [ 0.00 0.00 ] +Key: JumpTableIndex: [ 0.00 0.00 ] +Key: ExternalSymbol: [ 0.00 0.00 ] +Key: GlobalAddress: [ 0.40 0.40 ] +Key: BlockAddress: [ 0.00 0.00 ] +Key: RegisterMask: [ 0.00 0.00 ] +Key: RegisterLiveOut: [ 0.00 0.00 ] +Key: Metadata: [ 0.00 0.00 ] +Key: MCSymbol: [ 0.00 0.00 ] +Key: CFIIndex: [ 0.00 0.00 ] +Key: IntrinsicID: [ 0.00 0.00 ] +Key: Predicate: [ 0.00 0.00 ] +Key: ShuffleMask: [ 0.00 0.00 ] +Key: PhyReg_GR8: [ 0.00 0.00 ] +Key: PhyReg_GRH8: [ 0.00 0.00 ] +Key: PhyReg_GR8_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_GR8_NOREX: [ 0.00 0.00 ] +Key: PhyReg_GR8_ABCD_H: [ 0.00 0.00 ] +Key: PhyReg_GR8_ABCD_L: [ 0.00 0.00 ] +Key: PhyReg_GRH16: [ 0.00 0.00 ] +Key: PhyReg_GR16: [ 0.00 0.00 ] +Key: PhyReg_GR16_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_GR16_NOREX: [ 0.00 0.00 ] +Key: PhyReg_VK1: [ 0.00 0.00 ] +Key: PhyReg_VK16: [ 0.00 0.00 ] +Key: PhyReg_VK2: [ 0.00 0.00 ] +Key: PhyReg_VK4: [ 0.00 0.00 ] +Key: PhyReg_VK8: [ 0.00 0.00 ] +Key: PhyReg_VK16WM: [ 0.00 0.00 ] +Key: PhyReg_VK1WM: [ 0.00 0.00 ] +Key: PhyReg_VK2WM: [ 0.00 0.00 ] +Key: PhyReg_VK4WM: [ 0.00 0.00 ] +Key: PhyReg_VK8WM: [ 0.00 0.00 ] +Key: PhyReg_SEGMENT_REG: [ 0.00 0.00 ] +Key: PhyReg_GR16_ABCD: [ 0.00 0.00 ] +Key: PhyReg_FPCCR: [ 0.00 0.00 ] +Key: PhyReg_FR16X: [ 0.00 0.00 ] +Key: PhyReg_FR16: [ 0.00 0.00 ] +Key: PhyReg_VK16PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK1PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK2PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK4PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK8PAIR: [ 0.00 0.00 ] +Key: PhyReg_VK1PAIR_with_sub_mask_0_in_VK1WM: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_FR32X: [ 0.00 0.00 ] +Key: PhyReg_GR32: [ 0.50 0.50 ] +Key: PhyReg_GR32_NOSP: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_16bit_in_GR16_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_DEBUG_REG: [ 0.00 0.00 ] +Key: PhyReg_FR32: [ 0.00 0.00 ] +Key: PhyReg_GR32_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_GR32_NOREX2_NOSP: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: PhyReg_GR32_NOREX: [ 0.00 0.00 ] +Key: PhyReg_VK32: [ 0.00 0.00 ] +Key: PhyReg_GR32_NOREX_NOSP: [ 0.00 0.00 ] +Key: PhyReg_RFP32: [ 0.00 0.00 ] +Key: PhyReg_VK32WM: [ 0.00 0.00 ] +Key: PhyReg_GR32_ABCD: [ 0.00 0.00 ] +Key: PhyReg_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR32_ABCD_and_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR32_AD: [ 0.00 0.00 ] +Key: PhyReg_GR32_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR32_BPSP: [ 0.00 0.00 ] +Key: PhyReg_GR32_BSI: [ 0.00 0.00 ] +Key: PhyReg_GR32_CB: [ 0.00 0.00 ] +Key: PhyReg_GR32_DC: [ 0.00 0.00 ] +Key: PhyReg_GR32_DIBP: [ 0.00 0.00 ] +Key: PhyReg_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_32bit: [ 0.00 0.00 ] +Key: PhyReg_CCR: [ 0.00 0.00 ] +Key: PhyReg_DFCCR: [ 0.00 0.00 ] +Key: PhyReg_GR32_ABCD_and_GR32_BSI: [ 0.00 0.00 ] +Key: PhyReg_GR32_AD_and_GR32_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR32_ArgRef_and_GR32_CB: [ 0.00 0.00 ] +Key: PhyReg_GR32_BPSP_and_GR32_DIBP: [ 0.00 0.00 ] +Key: PhyReg_GR32_BPSP_and_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR32_BSI_and_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_GR32_DIBP_and_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_RBP_with_sub_8bit_with_sub_32bit: [ 0.00 0.00 ] +Key: PhyReg_LOW32_ADDR_ACCESS_with_sub_32bit: [ 0.00 0.00 ] +Key: PhyReg_RFP64: [ 0.00 0.00 ] +Key: PhyReg_GR64: [ 0.60 0.60 ] +Key: PhyReg_FR64X: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOSP: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_CONTROL_REG: [ 0.00 0.00 ] +Key: PhyReg_FR64: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_16bit_in_GR16_NOREX2: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX2_NOSP: [ 0.00 0.00 ] +Key: PhyReg_GR64PLTSafe: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX: [ 0.00 0.00 ] +Key: PhyReg_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX2_NOSP_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_TCW64_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: PhyReg_VK64: [ 0.00 0.00 ] +Key: PhyReg_VR64: [ 0.00 0.00 ] +Key: PhyReg_GR64PLTSafe_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX2_NOSP_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX_NOSP: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_TCW64_and_GR64_TC_with_sub_8bit: [ 0.00 0.00 ] +Key: PhyReg_VK64WM: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC_and_GR64_NOREX2_NOSP_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_TC_and_GR64_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: PhyReg_GR64PLTSafe_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX_and_GR64PLTSafe_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_NOREX_and_GR64_TCW64: [ 0.00 0.00 ] +Key: PhyReg_GR64_ABCD: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_ABCD_and_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_AD: [ 0.00 0.00 ] +Key: PhyReg_GR64_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR64_and_LOW32_ADDR_ACCESS_RBP: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BPSP: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BSI: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_CB: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_DIBP: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_GR64_A: [ 0.00 0.00 ] +Key: PhyReg_GR64_ArgRef_and_GR64_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_and_LOW32_ADDR_ACCESS: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_ABCD_and_GR32_BSI: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_AD_and_GR32_ArgRef: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_ArgRef_and_GR32_CB: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BPSP_and_GR32_DIBP: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BPSP_and_GR32_TC: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_BSI_and_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_GR64_with_sub_32bit_in_GR32_DIBP_and_GR32_SIDI: [ 0.00 0.00 ] +Key: PhyReg_RST: [ 0.00 0.00 ] +Key: PhyReg_RFP80: [ 0.00 0.00 ] +Key: PhyReg_RFP80_7: [ 0.00 0.00 ] +Key: PhyReg_VR128X: [ 0.00 0.00 ] +Key: PhyReg_VR128: [ 0.00 0.00 ] +Key: PhyReg_VR256X: [ 0.00 0.00 ] +Key: PhyReg_VR256: [ 0.00 0.00 ] +Key: PhyReg_VR512: [ 0.00 0.00 ] +Key: PhyReg_VR512_0_15: [ 0.00 0.00 ] +Key: PhyReg_TILE: [ 0.00 0.00 ] +Key: PhyReg_TILEPAIR: [ 0.00 0.00 ] +Key: VirtReg_GR8: [ 0.00 0.00 ] +Key: VirtReg_GRH8: [ 0.00 0.00 ] +Key: VirtReg_GR8_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_GR8_NOREX: [ 0.00 0.00 ] +Key: VirtReg_GR8_ABCD_H: [ 0.00 0.00 ] +Key: VirtReg_GR8_ABCD_L: [ 0.00 0.00 ] +Key: VirtReg_GRH16: [ 0.00 0.00 ] +Key: VirtReg_GR16: [ 0.00 0.00 ] +Key: VirtReg_GR16_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_GR16_NOREX: [ 0.00 0.00 ] +Key: VirtReg_VK1: [ 0.00 0.00 ] +Key: VirtReg_VK16: [ 0.00 0.00 ] +Key: VirtReg_VK2: [ 0.00 0.00 ] +Key: VirtReg_VK4: [ 0.00 0.00 ] +Key: VirtReg_VK8: [ 0.00 0.00 ] +Key: VirtReg_VK16WM: [ 0.00 0.00 ] +Key: VirtReg_VK1WM: [ 0.00 0.00 ] +Key: VirtReg_VK2WM: [ 0.00 0.00 ] +Key: VirtReg_VK4WM: [ 0.00 0.00 ] +Key: VirtReg_VK8WM: [ 0.00 0.00 ] +Key: VirtReg_SEGMENT_REG: [ 0.00 0.00 ] +Key: VirtReg_GR16_ABCD: [ 0.00 0.00 ] +Key: VirtReg_FPCCR: [ 0.00 0.00 ] +Key: VirtReg_FR16X: [ 0.00 0.00 ] +Key: VirtReg_FR16: [ 0.00 0.00 ] +Key: VirtReg_VK16PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK1PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK2PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK4PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK8PAIR: [ 0.00 0.00 ] +Key: VirtReg_VK1PAIR_with_sub_mask_0_in_VK1WM: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_FR32X: [ 0.00 0.00 ] +Key: VirtReg_GR32: [ 0.80 0.80 ] +Key: VirtReg_GR32_NOSP: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_16bit_in_GR16_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_DEBUG_REG: [ 0.00 0.00 ] +Key: VirtReg_FR32: [ 0.00 0.00 ] +Key: VirtReg_GR32_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_GR32_NOREX2_NOSP: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: VirtReg_GR32_NOREX: [ 0.00 0.00 ] +Key: VirtReg_VK32: [ 0.00 0.00 ] +Key: VirtReg_GR32_NOREX_NOSP: [ 0.00 0.00 ] +Key: VirtReg_RFP32: [ 0.00 0.00 ] +Key: VirtReg_VK32WM: [ 0.00 0.00 ] +Key: VirtReg_GR32_ABCD: [ 0.00 0.00 ] +Key: VirtReg_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR32_ABCD_and_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR32_AD: [ 0.00 0.00 ] +Key: VirtReg_GR32_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR32_BPSP: [ 0.00 0.00 ] +Key: VirtReg_GR32_BSI: [ 0.00 0.00 ] +Key: VirtReg_GR32_CB: [ 0.00 0.00 ] +Key: VirtReg_GR32_DC: [ 0.00 0.00 ] +Key: VirtReg_GR32_DIBP: [ 0.00 0.00 ] +Key: VirtReg_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_32bit: [ 0.00 0.00 ] +Key: VirtReg_CCR: [ 0.00 0.00 ] +Key: VirtReg_DFCCR: [ 0.00 0.00 ] +Key: VirtReg_GR32_ABCD_and_GR32_BSI: [ 0.00 0.00 ] +Key: VirtReg_GR32_AD_and_GR32_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR32_ArgRef_and_GR32_CB: [ 0.00 0.00 ] +Key: VirtReg_GR32_BPSP_and_GR32_DIBP: [ 0.00 0.00 ] +Key: VirtReg_GR32_BPSP_and_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR32_BSI_and_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_GR32_DIBP_and_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_RBP_with_sub_8bit_with_sub_32bit: [ 0.00 0.00 ] +Key: VirtReg_LOW32_ADDR_ACCESS_with_sub_32bit: [ 0.00 0.00 ] +Key: VirtReg_RFP64: [ 0.00 0.00 ] +Key: VirtReg_GR64: [ 0.90 0.90 ] +Key: VirtReg_FR64X: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOSP: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_CONTROL_REG: [ 0.00 0.00 ] +Key: VirtReg_FR64: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_16bit_in_GR16_NOREX2: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX2_NOSP: [ 0.00 0.00 ] +Key: VirtReg_GR64PLTSafe: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX: [ 0.00 0.00 ] +Key: VirtReg_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX2_NOSP_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_TCW64_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: VirtReg_VK64: [ 0.00 0.00 ] +Key: VirtReg_VR64: [ 0.00 0.00 ] +Key: VirtReg_GR64PLTSafe_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX2_NOSP_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX_NOSP: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_TCW64_and_GR64_TC_with_sub_8bit: [ 0.00 0.00 ] +Key: VirtReg_VK64WM: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC_and_GR64_NOREX2_NOSP_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_TC_and_GR64_with_sub_16bit_in_GR16_NOREX: [ 0.00 0.00 ] +Key: VirtReg_GR64PLTSafe_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX_and_GR64PLTSafe_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_NOREX_and_GR64_TCW64: [ 0.00 0.00 ] +Key: VirtReg_GR64_ABCD: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_ABCD_and_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_AD: [ 0.00 0.00 ] +Key: VirtReg_GR64_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR64_and_LOW32_ADDR_ACCESS_RBP: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BPSP: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BSI: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_CB: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_DIBP: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_GR64_A: [ 0.00 0.00 ] +Key: VirtReg_GR64_ArgRef_and_GR64_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_and_LOW32_ADDR_ACCESS: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_ABCD_and_GR32_BSI: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_AD_and_GR32_ArgRef: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_ArgRef_and_GR32_CB: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BPSP_and_GR32_DIBP: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BPSP_and_GR32_TC: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_BSI_and_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_GR64_with_sub_32bit_in_GR32_DIBP_and_GR32_SIDI: [ 0.00 0.00 ] +Key: VirtReg_RST: [ 0.00 0.00 ] +Key: VirtReg_RFP80: [ 0.00 0.00 ] +Key: VirtReg_RFP80_7: [ 0.00 0.00 ] +Key: VirtReg_VR128X: [ 0.00 0.00 ] +Key: VirtReg_VR128: [ 0.00 0.00 ] +Key: VirtReg_VR256X: [ 0.00 0.00 ] +Key: VirtReg_VR256: [ 0.00 0.00 ] +Key: VirtReg_VR512: [ 0.00 0.00 ] +Key: VirtReg_VR512_0_15: [ 0.00 0.00 ] +Key: VirtReg_TILE: [ 0.00 0.00 ] +Key: VirtReg_TILEPAIR: [ 0.00 0.00 ] diff --git a/llvm/test/CodeGen/MIR2Vec/if-else.mir b/llvm/test/CodeGen/MIR2Vec/if-else.mir index 2accf476f7c4d..a35a38711edf0 100644 --- a/llvm/test/CodeGen/MIR2Vec/if-else.mir +++ b/llvm/test/CodeGen/MIR2Vec/if-else.mir @@ -135,10 +135,10 @@ body: | # CHECK: Machine basic block vectors: # CHECK-NEXT: Machine basic block: abc:entry: -# CHECK-NEXT: [ 16.50 17.10 17.70 ] +# CHECK-NEXT: [ 23.60 24.20 24.80 ] # CHECK-NEXT: Machine basic block: abc:if.then: -# CHECK-NEXT: [ 4.50 4.80 5.10 ] +# CHECK-NEXT: [ 7.30 7.60 7.90 ] # CHECK-NEXT: Machine basic block: abc:if.else: -# CHECK-NEXT: [ 0.80 1.00 1.20 ] +# CHECK-NEXT: [ 3.40 3.60 3.80 ] # CHECK-NEXT: Machine basic block: abc:return: -# CHECK-NEXT: [ 6.60 6.90 7.20 ] \ No newline at end of file +# CHECK-NEXT: [ 8.80 9.10 9.40 ] diff --git a/llvm/test/CodeGen/MIR2Vec/mir2vec-basic-symbolic.mir b/llvm/test/CodeGen/MIR2Vec/mir2vec-basic-symbolic.mir index 44240affb2206..1c45dd424d3ce 100644 --- a/llvm/test/CodeGen/MIR2Vec/mir2vec-basic-symbolic.mir +++ b/llvm/test/CodeGen/MIR2Vec/mir2vec-basic-symbolic.mir @@ -48,29 +48,29 @@ body: | RET 0 # CHECK: MIR2Vec embeddings for machine function add_function: -# CHECK: Function vector: [ 19.20 19.80 20.40 ] +# CHECK: Function vector: [ 26.50 27.10 27.70 ] # CHECK-NEXT: Machine basic block vectors: # CHECK-NEXT: Machine basic block: add_function:entry: -# CHECK-NEXT: [ 19.20 19.80 20.40 ] +# CHECK-NEXT: [ 26.50 27.10 27.70 ] # CHECK-NEXT: Machine instruction vectors: # CHECK-NEXT: Machine instruction: %1:gr32 = COPY $esi -# CHECK-NEXT: [ 5.20 5.30 5.40 ] +# CHECK-NEXT: [ 6.00 6.10 6.20 ] # CHECK-NEXT: Machine instruction: %0:gr32 = COPY $edi -# CHECK-NEXT: [ 5.20 5.30 5.40 ] +# CHECK-NEXT: [ 6.00 6.10 6.20 ] # CHECK-NEXT: Machine instruction: %2:gr32 = nsw ADD32rr %0:gr32(tied-def 0), %1:gr32, implicit-def dead $eflags -# CHECK-NEXT: [ 1.30 1.40 1.50 ] +# CHECK-NEXT: [ 3.70 3.80 3.90 ] # CHECK-NEXT: Machine instruction: %3:gr32 = ADD32rr %2:gr32(tied-def 0), %2:gr32, implicit-def dead $eflags -# CHECK-NEXT: [ 1.30 1.40 1.50 ] +# CHECK-NEXT: [ 3.70 3.80 3.90 ] # CHECK-NEXT: Machine instruction: $eax = COPY %3:gr32 -# CHECK-NEXT: [ 5.20 5.30 5.40 ] +# CHECK-NEXT: [ 6.00 6.10 6.20 ] # CHECK-NEXT: Machine instruction: RET 0, $eax -# CHECK-NEXT: [ 1.00 1.10 1.20 ] +# CHECK-NEXT: [ 1.10 1.20 1.30 ] # CHECK: MIR2Vec embeddings for machine function simple_function: -# CHECK-NEXT:Function vector: [ 1.00 1.10 1.20 ] +# CHECK-NEXT:Function vector: [ 1.10 1.20 1.30 ] # CHECK-NEXT: Machine basic block vectors: # CHECK-NEXT: Machine basic block: simple_function:entry: -# CHECK-NEXT: [ 1.00 1.10 1.20 ] +# CHECK-NEXT: [ 1.10 1.20 1.30 ] # CHECK-NEXT: Machine instruction vectors: # CHECK-NEXT: Machine instruction: RET 0 -# CHECK-NEXT: [ 1.00 1.10 1.20 ] \ No newline at end of file +# CHECK-NEXT: [ 1.10 1.20 1.30 ] diff --git a/llvm/test/CodeGen/MIR2Vec/vocab-error-handling.ll b/llvm/test/CodeGen/MIR2Vec/vocab-error-handling.ll index 80b4048cea0c3..3ba03b3145428 100644 --- a/llvm/test/CodeGen/MIR2Vec/vocab-error-handling.ll +++ b/llvm/test/CodeGen/MIR2Vec/vocab-error-handling.ll @@ -10,6 +10,6 @@ define dso_local void @test() { } ; CHECK-INVALID: MIR2Vec Vocabulary Printer: Failed to get vocabulary - MIR2Vec vocabulary file path not specified; set it using --mir2vec-vocab-path -; CHECK-ZERO-DIM: MIR2Vec Vocabulary Printer: Failed to get vocabulary - Dimension of 'entities' section of the vocabulary is zero -; CHECK-NO-ENTITIES: MIR2Vec Vocabulary Printer: Failed to get vocabulary - Missing 'entities' section in vocabulary file -; CHECK-INCONSISTENT-DIMS: MIR2Vec Vocabulary Printer: Failed to get vocabulary - All vectors in the 'entities' section of the vocabulary are not of the same dimension +; CHECK-ZERO-DIM: MIR2Vec Vocabulary Printer: Failed to get vocabulary - Dimension of 'Opcodes' section of the vocabulary is zero +; CHECK-NO-ENTITIES: MIR2Vec Vocabulary Printer: Failed to get vocabulary - Missing 'Opcodes' section in vocabulary file +; CHECK-INCONSISTENT-DIMS: MIR2Vec Vocabulary Printer: Failed to get vocabulary - All vectors in the 'Opcodes' section of the vocabulary are not of the same dimension diff --git a/llvm/unittests/CodeGen/MIR2VecTest.cpp b/llvm/unittests/CodeGen/MIR2VecTest.cpp index 8cd9d5ac9f6be..4fe907e83dc6e 100644 --- a/llvm/unittests/CodeGen/MIR2VecTest.cpp +++ b/llvm/unittests/CodeGen/MIR2VecTest.cpp @@ -54,6 +54,9 @@ class MIR2VecVocabTestFixture : public ::testing::Test { std::unique_ptr M; std::unique_ptr TM; const TargetInstrInfo *TII = nullptr; + const TargetRegisterInfo *TRI = nullptr; + std::unique_ptr MMI; + MachineFunction *MF = nullptr; static void SetUpTestCase() { InitializeAllTargets(); @@ -90,15 +93,24 @@ class MIR2VecVocabTestFixture : public ::testing::Test { Function *F = Function::Create(FT, Function::ExternalLinkage, "test", M.get()); - // Get the target instruction info + // Create MMI and MF to get TRI and MRI + MMI = std::make_unique(TM.get()); + MF = &MMI->getOrCreateMachineFunction(*F); + + // Get the target instruction info and register info TII = TM->getSubtargetImpl(*F)->getInstrInfo(); - if (!TII) { - GTEST_SKIP() << "Failed to get target instruction info; Skipping test"; + TRI = TM->getSubtargetImpl(*F)->getRegisterInfo(); + if (!TII || !TRI) { + GTEST_SKIP() + << "Failed to get target instruction/register info; Skipping test"; return; } } - void TearDown() override { TII = nullptr; } + void TearDown() override { + TII = nullptr; + TRI = nullptr; + } // Find an opcode by name int findOpcodeByName(StringRef Name) { @@ -110,17 +122,85 @@ class MIR2VecVocabTestFixture : public ::testing::Test { } // Create a vocabulary with specific opcodes and embeddings - Expected - createTestVocab(std::initializer_list> opcodes, - unsigned dimension = 2) { - assert(TII && "TargetInstrInfo not initialized"); - VocabMap VMap; - for (const auto &[name, value] : opcodes) - VMap[name] = Embedding(dimension, value); - return MIRVocabulary::create(std::move(VMap), *TII); + // This might cause errors in future when the validation in + // MIRVocabulary::generateStorage() enforces hard checks on the vocabulary + // entries. + Expected createTestVocab( + std::initializer_list> Opcodes, + std::initializer_list> CommonOperands, + std::initializer_list> PhyRegs, + std::initializer_list> VirtRegs, + unsigned Dimension = 2) { + assert(TII && TRI && MF && "Target info not initialized"); + VocabMap OpcodeMap, CommonOperandMap, PhyRegMap, VirtRegMap; + for (const auto &[Name, Value] : Opcodes) + OpcodeMap[Name] = Embedding(Dimension, Value); + + for (const auto &[Name, Value] : CommonOperands) + CommonOperandMap[Name] = Embedding(Dimension, Value); + + for (const auto &[Name, Value] : PhyRegs) + PhyRegMap[Name] = Embedding(Dimension, Value); + + for (const auto &[Name, Value] : VirtRegs) + VirtRegMap[Name] = Embedding(Dimension, Value); + + // If any section is empty, create minimal maps for other vocabulary + // sections to satisfy validation + if (Opcodes.size() == 0) + OpcodeMap["NOOP"] = Embedding(Dimension, 0.0f); + if (CommonOperands.size() == 0) + CommonOperandMap["Immediate"] = Embedding(Dimension, 0.0f); + if (PhyRegs.size() == 0) + PhyRegMap["GR32"] = Embedding(Dimension, 0.0f); + if (VirtRegs.size() == 0) + VirtRegMap["GR32"] = Embedding(Dimension, 0.0f); + + return MIRVocabulary::create( + std::move(OpcodeMap), std::move(CommonOperandMap), std::move(PhyRegMap), + std::move(VirtRegMap), *TII, *TRI, MF->getRegInfo()); } }; +// Parameterized test for empty vocab sections +class MIR2VecVocabEmptySectionTestFixture + : public MIR2VecVocabTestFixture, + public ::testing::WithParamInterface {}; + +TEST_P(MIR2VecVocabEmptySectionTestFixture, EmptySectionFailsValidation) { + int EmptySection = GetParam(); + VocabMap OpcodeMap, CommonOperandMap, PhyRegMap, VirtRegMap; + + if (EmptySection != 0) + OpcodeMap["ADD"] = Embedding(2, 1.0f); + if (EmptySection != 1) + CommonOperandMap["Immediate"] = Embedding(2, 0.0f); + if (EmptySection != 2) + PhyRegMap["GR32"] = Embedding(2, 0.0f); + if (EmptySection != 3) + VirtRegMap["GR32"] = Embedding(2, 0.0f); + + ASSERT_TRUE(TII != nullptr); + ASSERT_TRUE(TRI != nullptr); + ASSERT_TRUE(MF != nullptr); + + auto VocabOrErr = MIRVocabulary::create( + std::move(OpcodeMap), std::move(CommonOperandMap), std::move(PhyRegMap), + std::move(VirtRegMap), *TII, *TRI, MF->getRegInfo()); + EXPECT_FALSE(static_cast(VocabOrErr)) + << "Factory method should fail when section " << EmptySection + << " is empty"; + + if (!VocabOrErr) { + auto Err = VocabOrErr.takeError(); + std::string ErrorMsg = toString(std::move(Err)); + EXPECT_FALSE(ErrorMsg.empty()); + } +} + +INSTANTIATE_TEST_SUITE_P(EmptySection, MIR2VecVocabEmptySectionTestFixture, + ::testing::Values(0, 1, 2, 3)); + TEST_F(MIR2VecVocabTestFixture, CanonicalOpcodeMappingTest) { // Test that same base opcodes get same canonical indices std::string BaseName1 = MIRVocabulary::extractBaseOpcodeName("ADD16ri"); @@ -133,7 +213,7 @@ TEST_F(MIR2VecVocabTestFixture, CanonicalOpcodeMappingTest) { // Create a MIRVocabulary instance to test the mapping // Use a minimal MIRVocabulary to trigger canonical mapping construction Embedding Val = Embedding(64, 1.0f); - auto TestVocabOrErr = createTestVocab({{"ADD", 1.0f}}, 64); + auto TestVocabOrErr = createTestVocab({{"ADD", 1.0f}}, {}, {}, {}, 64); ASSERT_TRUE(static_cast(TestVocabOrErr)) << "Failed to create vocabulary: " << toString(TestVocabOrErr.takeError()); @@ -190,7 +270,7 @@ TEST_F(MIR2VecVocabTestFixture, DeterministicMapping) { // Create a MIRVocabulary instance to test deterministic mapping // Use a minimal MIRVocabulary to trigger canonical mapping construction - auto TestVocabOrErr = createTestVocab({{"ADD", 1.0f}}, 64); + auto TestVocabOrErr = createTestVocab({{"ADD", 1.0f}}, {}, {}, {}, 64); ASSERT_TRUE(static_cast(TestVocabOrErr)) << "Failed to create vocabulary: " << toString(TestVocabOrErr.takeError()); @@ -210,7 +290,8 @@ TEST_F(MIR2VecVocabTestFixture, DeterministicMapping) { // Test MIRVocabulary construction TEST_F(MIR2VecVocabTestFixture, VocabularyConstruction) { - auto VocabOrErr = createTestVocab({{"ADD", 1.0f}, {"SUB", 2.0f}}, 128); + auto VocabOrErr = + createTestVocab({{"ADD", 1.0f}, {"SUB", 2.0f}}, {}, {}, {}, 128); ASSERT_TRUE(static_cast(VocabOrErr)) << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); auto &Vocab = *VocabOrErr; @@ -231,39 +312,10 @@ TEST_F(MIR2VecVocabTestFixture, VocabularyConstruction) { EXPECT_GT(Count, 0u); } -// Test factory method with empty vocabulary -TEST_F(MIR2VecVocabTestFixture, EmptyVocabularyCreation) { - VocabMap EmptyVMap; - - auto VocabOrErr = MIRVocabulary::create(std::move(EmptyVMap), *TII); - EXPECT_FALSE(static_cast(VocabOrErr)) - << "Factory method should fail with empty vocabulary"; - - // Consume the error - if (!VocabOrErr) { - auto Err = VocabOrErr.takeError(); - std::string ErrorMsg = toString(std::move(Err)); - EXPECT_FALSE(ErrorMsg.empty()); - } -} - // Fixture for embedding related tests class MIR2VecEmbeddingTestFixture : public MIR2VecVocabTestFixture { protected: - std::unique_ptr MMI; - MachineFunction *MF = nullptr; - - void SetUp() override { - MIR2VecVocabTestFixture::SetUp(); - - // Create a dummy function for MachineFunction - FunctionType *FT = FunctionType::get(Type::getVoidTy(*Ctx), false); - Function *F = - Function::Create(FT, Function::ExternalLinkage, "test", M.get()); - - MMI = std::make_unique(TM.get()); - MF = &MMI->getOrCreateMachineFunction(*F); - } + void SetUp() override { MIR2VecVocabTestFixture::SetUp(); } void TearDown() override { MIR2VecVocabTestFixture::TearDown(); } @@ -294,7 +346,8 @@ class MIR2VecEmbeddingTestFixture : public MIR2VecVocabTestFixture { // Test factory method for creating embedder TEST_F(MIR2VecEmbeddingTestFixture, CreateSymbolicEmbedder) { - auto VocabOrErr = MIRVocabulary::createDummyVocabForTest(*TII, 1); + auto VocabOrErr = + MIRVocabulary::createDummyVocabForTest(*TII, *TRI, MF->getRegInfo(), 1); ASSERT_TRUE(static_cast(VocabOrErr)) << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); auto &V = *VocabOrErr; @@ -303,7 +356,8 @@ TEST_F(MIR2VecEmbeddingTestFixture, CreateSymbolicEmbedder) { } TEST_F(MIR2VecEmbeddingTestFixture, CreateInvalidMode) { - auto VocabOrErr = MIRVocabulary::createDummyVocabForTest(*TII, 1); + auto VocabOrErr = + MIRVocabulary::createDummyVocabForTest(*TII, *TRI, MF->getRegInfo(), 1); ASSERT_TRUE(static_cast(VocabOrErr)) << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); auto &V = *VocabOrErr; @@ -320,7 +374,7 @@ TEST_F(MIR2VecEmbeddingTestFixture, TestSymbolicEmbedder) { {"RET", 2.0f}, // [2.0, 2.0, 2.0, 2.0] {"TRAP", 3.0f} // [3.0, 3.0, 3.0, 3.0] }, - 4); + {}, {}, {}, 4); ASSERT_TRUE(static_cast(VocabOrErr)) << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); auto &Vocab = *VocabOrErr; @@ -374,7 +428,8 @@ TEST_F(MIR2VecEmbeddingTestFixture, TestSymbolicEmbedder) { // Test embedder with multiple basic blocks TEST_F(MIR2VecEmbeddingTestFixture, MultipleBasicBlocks) { // Create a test vocabulary - auto VocabOrErr = createTestVocab({{"NOOP", 1.0f}, {"TRAP", 2.0f}}); + auto VocabOrErr = + createTestVocab({{"NOOP", 1.0f}, {"TRAP", 2.0f}}, {}, {}, {}); ASSERT_TRUE(static_cast(VocabOrErr)) << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); auto &Vocab = *VocabOrErr; @@ -427,7 +482,8 @@ TEST_F(MIR2VecEmbeddingTestFixture, EmptyBasicBlock) { MF->push_back(MBB); // Create embedder - auto VocabOrErr = MIRVocabulary::createDummyVocabForTest(*TII, 2); + auto VocabOrErr = + MIRVocabulary::createDummyVocabForTest(*TII, *TRI, MF->getRegInfo(), 2); ASSERT_TRUE(static_cast(VocabOrErr)) << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); auto &V = *VocabOrErr; @@ -448,7 +504,7 @@ TEST_F(MIR2VecEmbeddingTestFixture, EmptyBasicBlock) { TEST_F(MIR2VecEmbeddingTestFixture, UnknownOpcodes) { // Create a test vocabulary with limited entries // SUB is intentionally not included - auto VocabOrErr = createTestVocab({{"ADD", 1.0f}}); + auto VocabOrErr = createTestVocab({{"ADD", 1.0f}}, {}, {}, {}); ASSERT_TRUE(static_cast(VocabOrErr)) << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); auto &Vocab = *VocabOrErr; @@ -490,4 +546,210 @@ TEST_F(MIR2VecEmbeddingTestFixture, UnknownOpcodes) { Embedding ExpectedBBVector(2, 1.0f * ExpectedWeight); EXPECT_TRUE(MBBVector.approximatelyEquals(ExpectedBBVector)); } + +// Test vocabulary string key generation +TEST_F(MIR2VecEmbeddingTestFixture, VocabularyStringKeys) { + auto VocabOrErr = + createTestVocab({{"ADD", 1.0f}, {"SUB", 2.0f}}, {}, {}, {}, 2); + ASSERT_TRUE(static_cast(VocabOrErr)) + << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); + auto &Vocab = *VocabOrErr; + + // Test that we can get string keys for all positions + for (size_t Pos = 0; Pos < Vocab.getCanonicalSize(); ++Pos) { + std::string Key = Vocab.getStringKey(Pos); + EXPECT_FALSE(Key.empty()) << "Empty key at position " << Pos; + } + + // Test specific known positions if we can identify them + unsigned AddIndex = Vocab.getCanonicalIndexForBaseName("ADD"); + std::string AddKey = Vocab.getStringKey(AddIndex); + EXPECT_EQ(AddKey, "ADD"); + + unsigned SubIndex = Vocab.getCanonicalIndexForBaseName("SUB"); + std::string SubKey = Vocab.getStringKey(SubIndex); + EXPECT_EQ(SubKey, "SUB"); + + unsigned ImmIndex = Vocab.getCanonicalIndexForOperandName("Immediate"); + std::string ImmKey = Vocab.getStringKey(ImmIndex); + EXPECT_EQ(ImmKey, "Immediate"); + + unsigned PhyRegIndex = Vocab.getCanonicalIndexForRegisterClass("GR32", true); + std::string PhyRegKey = Vocab.getStringKey(PhyRegIndex); + EXPECT_EQ(PhyRegKey, "PhyReg_GR32"); + + unsigned VirtRegIndex = + Vocab.getCanonicalIndexForRegisterClass("GR32", false); + std::string VirtRegKey = Vocab.getStringKey(VirtRegIndex); + EXPECT_EQ(VirtRegKey, "VirtReg_GR32"); +} + +// Test vocabulary dimension consistency +TEST_F(MIR2VecEmbeddingTestFixture, DimensionConsistency) { + auto VocabOrErr = createTestVocab({{"TEST", 1.0f}}, {}, {}, {}, 5); + ASSERT_TRUE(static_cast(VocabOrErr)) + << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); + auto &Vocab = *VocabOrErr; + + EXPECT_EQ(Vocab.getDimension(), 5u); + + // All embeddings should have the same dimension + for (auto IT = Vocab.begin(); IT != Vocab.end(); ++IT) + EXPECT_EQ((*IT).size(), 5u); +} + +// Test invalid register handling through machine instruction creation +TEST_F(MIR2VecEmbeddingTestFixture, InvalidRegisterHandling) { + float MOVValue = 1.5f; + float ImmValue = 0.5f; + float PhyRegValue = 0.2f; + auto VocabOrErr = createTestVocab( + {{"MOV", MOVValue}}, {{"Immediate", ImmValue}}, + {{"GR8_ABCD_H", PhyRegValue}, {"GR8_ABCD_L", PhyRegValue + 0.1f}}, {}, 3); + ASSERT_TRUE(static_cast(VocabOrErr)) + << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); + auto &Vocab = *VocabOrErr; + + MachineBasicBlock *MBB = MF->CreateMachineBasicBlock(); + MF->push_back(MBB); + + // Create a MOV instruction with actual operands including potential $noreg + // This tests the actual scenario where invalid registers are encountered + auto MovOpcode = findOpcodeByName("MOV32mr"); + ASSERT_NE(MovOpcode, -1) << "MOV32mr opcode not found"; + const MCInstrDesc &Desc = TII->get(MovOpcode); + + // Use available physical registers from the target + unsigned BaseReg = + TRI->getNumRegs() > 1 ? 1 : 0; // First available physical register + unsigned ValueReg = TRI->getNumRegs() > 2 ? 2 : BaseReg; + + // MOV32mr typically has: base, scale, index, displacement, segment, value + // Use the MachineInstrBuilder API properly + auto MovInst = BuildMI(*MBB, MBB->end(), DebugLoc(), Desc) + .addReg(BaseReg) // base + .addImm(1) // scale + .addReg(0) // index ($noreg) + .addImm(-4) // displacement + .addReg(0) // segment ($noreg) + .addReg(ValueReg); // value + + auto Embedder = SymbolicMIREmbedder::create(*MF, Vocab); + ASSERT_TRUE(Embedder != nullptr); + + // This should not crash even if the instruction has $noreg operands + auto InstEmb = Embedder->getMInstVector(*MovInst); + EXPECT_EQ(InstEmb.size(), 3u); + + // Test the expected embedding value + Embedding ExpectedOpcodeContribution(3, MOVValue * mir2vec::OpcWeight); + auto ExpectedOperandContribution = + Embedding(3, PhyRegValue * mir2vec::RegOperandWeight) // Base + + Embedding(3, ImmValue * mir2vec::CommonOperandWeight) // Scale + + Embedding(3, 0.0f) // noreg + + Embedding(3, ImmValue * mir2vec::CommonOperandWeight) // displacement + + Embedding(3, 0.0f) // noreg + + Embedding(3, (PhyRegValue + 0.1f) * mir2vec::RegOperandWeight); // Value + auto ExpectedEmb = ExpectedOpcodeContribution + ExpectedOperandContribution; + EXPECT_TRUE(InstEmb.approximatelyEquals(ExpectedEmb)) + << "MOV instruction embedding should match expected embedding"; +} + +// Test handling of both physical and virtual registers in an instruction +TEST_F(MIR2VecEmbeddingTestFixture, PhysicalAndVirtualRegisterHandling) { + float MOVValue = 2.0f; + float ImmValue = 0.7f; + float PhyRegValue = 0.3f; + float VirtRegValue = 0.9f; + + // Find GR32 register class + const TargetRegisterClass *GR32RC = nullptr; + for (unsigned i = 0; i < TRI->getNumRegClasses(); ++i) { + const TargetRegisterClass *RC = TRI->getRegClass(i); + if (std::string(TRI->getRegClassName(RC)) == "GR32") { + GR32RC = RC; + break; + } + } + ASSERT_TRUE(GR32RC != nullptr && GR32RC->isAllocatable()) + << "No allocatable GR32 register class found"; + + // Get first available physical register from GR32 + unsigned PhyReg = *GR32RC->begin(); + // Create a virtual register of class GR32 + unsigned VirtReg = MF->getRegInfo().createVirtualRegister(GR32RC); + + // Create vocabulary with register class based keys + auto VocabOrErr = + createTestVocab({{"MOV", MOVValue}}, {{"Immediate", ImmValue}}, + {{"GR32_AD", PhyRegValue}}, // GR32_AD is the minimal key + {{"GR32", VirtRegValue}}, 4); + ASSERT_TRUE(static_cast(VocabOrErr)) + << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); + auto &Vocab = *VocabOrErr; + + MachineBasicBlock *MBB = MF->CreateMachineBasicBlock(); + MF->push_back(MBB); + + // Create a MOV32rr instruction: MOV32rr dst, src + auto MovOpcode = findOpcodeByName("MOV32rr"); + ASSERT_NE(MovOpcode, -1) << "MOV32rr opcode not found"; + const MCInstrDesc &Desc = TII->get(MovOpcode); + + // MOV32rr: dst (physical), src (virtual) + auto MovInst = BuildMI(*MBB, MBB->end(), DebugLoc(), Desc) + .addReg(PhyReg) // physical register destination + .addReg(VirtReg); // virtual register source + + // Create embedder with virtual register support + auto Embedder = SymbolicMIREmbedder::create(*MF, Vocab); + ASSERT_TRUE(Embedder != nullptr); + + // This should not crash and should produce a valid embedding + auto InstEmb = Embedder->getMInstVector(*MovInst); + EXPECT_EQ(InstEmb.size(), 4u); + + // Test the expected embedding value + Embedding ExpectedOpcodeContribution(4, MOVValue * mir2vec::OpcWeight); + auto ExpectedOperandContribution = + Embedding(4, PhyRegValue * mir2vec::RegOperandWeight) // dst (physical) + + Embedding(4, VirtRegValue * mir2vec::RegOperandWeight); // src (virtual) + auto ExpectedEmb = ExpectedOpcodeContribution + ExpectedOperandContribution; + EXPECT_TRUE(InstEmb.approximatelyEquals(ExpectedEmb)) + << "MOV32rr instruction embedding should match expected embedding"; +} + +// Test precise embedding calculation with known operands +TEST_F(MIR2VecEmbeddingTestFixture, EmbeddingCalculation) { + auto VocabOrErr = createTestVocab({{"NOOP", 2.0f}}, {}, {}, {}, 2); + ASSERT_TRUE(static_cast(VocabOrErr)) + << "Failed to create vocabulary: " << toString(VocabOrErr.takeError()); + auto &Vocab = *VocabOrErr; + + MachineBasicBlock *MBB = MF->CreateMachineBasicBlock(); + MF->push_back(MBB); + + // Create a simple NOOP instruction (no operands) + auto NoopInst = createMachineInstr(*MBB, "NOOP"); + ASSERT_TRUE(NoopInst != nullptr); + + auto Embedder = SymbolicMIREmbedder::create(*MF, Vocab); + ASSERT_TRUE(Embedder != nullptr); + + // Get the instruction embedding + auto InstEmb = Embedder->getMInstVector(*NoopInst); + EXPECT_EQ(InstEmb.size(), 2u); + + // For NOOP with no operands, the embedding should be exactly the opcode + // embedding + float ExpectedWeight = mir2vec::OpcWeight; + Embedding ExpectedEmb(2, 2.0f * ExpectedWeight); + + EXPECT_TRUE(InstEmb.approximatelyEquals(ExpectedEmb)) + << "NOOP instruction embedding should match opcode embedding"; + + // Verify individual components + EXPECT_FLOAT_EQ(InstEmb[0], 2.0f * ExpectedWeight); + EXPECT_FLOAT_EQ(InstEmb[1], 2.0f * ExpectedWeight); +} } // namespace