//===-- llvm-exegesis.cpp ---------------------------------------*- C++ -*-===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// /// /// \file /// Measures execution properties (latencies/uops) of an instruction. /// //===----------------------------------------------------------------------===// #include "lib/Analysis.h" #include "lib/BenchmarkResult.h" #include "lib/BenchmarkRunner.h" #include "lib/Clustering.h" #include "lib/LlvmState.h" #include "lib/PerfHelper.h" #include "lib/Target.h" #include "llvm/ADT/StringExtras.h" #include "llvm/ADT/Twine.h" #include "llvm/MC/MCInstBuilder.h" #include "llvm/MC/MCObjectFileInfo.h" #include "llvm/MC/MCParser/MCAsmParser.h" #include "llvm/MC/MCParser/MCTargetAsmParser.h" #include "llvm/MC/MCRegisterInfo.h" #include "llvm/MC/MCStreamer.h" #include "llvm/MC/MCSubtargetInfo.h" #include "llvm/Object/ObjectFile.h" #include "llvm/Support/CommandLine.h" #include "llvm/Support/Format.h" #include "llvm/Support/Path.h" #include "llvm/Support/SourceMgr.h" #include "llvm/Support/TargetRegistry.h" #include "llvm/Support/TargetSelect.h" #include #include namespace llvm { namespace exegesis { static cl::OptionCategory Options("llvm-exegesis options"); static cl::OptionCategory BenchmarkOptions("llvm-exegesis benchmark options"); static cl::OptionCategory AnalysisOptions("llvm-exegesis analysis options"); static cl::opt OpcodeIndex("opcode-index", cl::desc("opcode to measure, by index"), cl::cat(BenchmarkOptions), cl::init(0)); static cl::opt OpcodeNames("opcode-name", cl::desc("comma-separated list of opcodes to measure, by name"), cl::cat(BenchmarkOptions), cl::init("")); static cl::opt SnippetsFile("snippets-file", cl::desc("code snippets to measure"), cl::cat(BenchmarkOptions), cl::init("")); static cl::opt BenchmarkFile("benchmarks-file", cl::desc("File to read (analysis mode) or write " "(latency/uops/inverse_throughput modes) benchmark " "results. “-” uses stdin/stdout."), cl::cat(Options), cl::init("")); static cl::opt BenchmarkMode( "mode", cl::desc("the mode to run"), cl::cat(Options), cl::values(clEnumValN(exegesis::InstructionBenchmark::Latency, "latency", "Instruction Latency"), clEnumValN(exegesis::InstructionBenchmark::InverseThroughput, "inverse_throughput", "Instruction Inverse Throughput"), clEnumValN(exegesis::InstructionBenchmark::Uops, "uops", "Uop Decomposition"), // When not asking for a specific benchmark mode, // we'll analyse the results. clEnumValN(exegesis::InstructionBenchmark::Unknown, "analysis", "Analysis"))); static cl::opt NumRepetitions("num-repetitions", cl::desc("number of time to repeat the asm snippet"), cl::cat(BenchmarkOptions), cl::init(10000)); static cl::opt IgnoreInvalidSchedClass( "ignore-invalid-sched-class", cl::desc("ignore instructions that do not define a sched class"), cl::cat(BenchmarkOptions), cl::init(false)); static cl::opt AnalysisClusteringAlgorithm( "analysis-clustering", cl::desc("the clustering algorithm to use"), cl::cat(AnalysisOptions), cl::values(clEnumValN(exegesis::InstructionBenchmarkClustering::Dbscan, "dbscan", "use DBSCAN/OPTICS algorithm"), clEnumValN(exegesis::InstructionBenchmarkClustering::Naive, "naive", "one cluster per opcode")), cl::init(exegesis::InstructionBenchmarkClustering::Dbscan)); static cl::opt AnalysisDbscanNumPoints( "analysis-numpoints", cl::desc("minimum number of points in an analysis cluster (dbscan only)"), cl::cat(AnalysisOptions), cl::init(3)); static cl::opt AnalysisClusteringEpsilon( "analysis-clustering-epsilon", cl::desc("epsilon for benchmark point clustering"), cl::cat(AnalysisOptions), cl::init(0.1)); static cl::opt AnalysisInconsistencyEpsilon( "analysis-inconsistency-epsilon", cl::desc("epsilon for detection of when the cluster is different from the " "LLVM schedule profile values"), cl::cat(AnalysisOptions), cl::init(0.1)); static cl::opt AnalysisClustersOutputFile("analysis-clusters-output-file", cl::desc(""), cl::cat(AnalysisOptions), cl::init("")); static cl::opt AnalysisInconsistenciesOutputFile("analysis-inconsistencies-output-file", cl::desc(""), cl::cat(AnalysisOptions), cl::init("")); static cl::opt AnalysisDisplayUnstableOpcodes( "analysis-display-unstable-clusters", cl::desc("if there is more than one benchmark for an opcode, said " "benchmarks may end up not being clustered into the same cluster " "if the measured performance characteristics are different. by " "default all such opcodes are filtered out. this flag will " "instead show only such unstable opcodes"), cl::cat(AnalysisOptions), cl::init(false)); static cl::opt CpuName( "mcpu", cl::desc("cpu name to use for pfm counters, leave empty to autodetect"), cl::cat(Options), cl::init("")); static cl::opt DumpObjectToDisk("dump-object-to-disk", cl::desc("dumps the generated benchmark object to disk " "and prints a message to access it"), cl::cat(BenchmarkOptions), cl::init(true)); static ExitOnError ExitOnErr; #ifdef LLVM_EXEGESIS_INITIALIZE_NATIVE_TARGET void LLVM_EXEGESIS_INITIALIZE_NATIVE_TARGET(); #endif // Checks that only one of OpcodeNames, OpcodeIndex or SnippetsFile is provided, // and returns the opcode indices or {} if snippets should be read from // `SnippetsFile`. static std::vector getOpcodesOrDie(const llvm::MCInstrInfo &MCInstrInfo) { const size_t NumSetFlags = (OpcodeNames.empty() ? 0 : 1) + (OpcodeIndex == 0 ? 0 : 1) + (SnippetsFile.empty() ? 0 : 1); if (NumSetFlags != 1) llvm::report_fatal_error( "please provide one and only one of 'opcode-index', 'opcode-name' or " "'snippets-file'"); if (!SnippetsFile.empty()) return {}; if (OpcodeIndex > 0) return {static_cast(OpcodeIndex)}; if (OpcodeIndex < 0) { std::vector Result; for (unsigned I = 1, E = MCInstrInfo.getNumOpcodes(); I < E; ++I) Result.push_back(I); return Result; } // Resolve opcode name -> opcode. const auto ResolveName = [&MCInstrInfo](llvm::StringRef OpcodeName) -> unsigned { for (unsigned I = 1, E = MCInstrInfo.getNumOpcodes(); I < E; ++I) if (MCInstrInfo.getName(I) == OpcodeName) return I; return 0u; }; llvm::SmallVector Pieces; llvm::StringRef(OpcodeNames.getValue()) .split(Pieces, ",", /* MaxSplit */ -1, /* KeepEmpty */ false); std::vector Result; for (const llvm::StringRef OpcodeName : Pieces) { if (unsigned Opcode = ResolveName(OpcodeName)) Result.push_back(Opcode); else llvm::report_fatal_error( llvm::Twine("unknown opcode ").concat(OpcodeName)); } return Result; } // Generates code snippets for opcode `Opcode`. static llvm::Expected> generateSnippets(const LLVMState &State, unsigned Opcode) { const Instruction &Instr = State.getIC().getInstr(Opcode); const llvm::MCInstrDesc &InstrDesc = *Instr.Description; // Ignore instructions that we cannot run. if (InstrDesc.isPseudo()) return llvm::make_error("Unsupported opcode: isPseudo"); if (InstrDesc.isBranch() || InstrDesc.isIndirectBranch()) return llvm::make_error( "Unsupported opcode: isBranch/isIndirectBranch"); if (InstrDesc.isCall() || InstrDesc.isReturn()) return llvm::make_error( "Unsupported opcode: isCall/isReturn"); const std::unique_ptr Generator = State.getExegesisTarget().createSnippetGenerator(BenchmarkMode, State); if (!Generator) llvm::report_fatal_error("cannot create snippet generator"); return Generator->generateConfigurations(Instr); } namespace { // An MCStreamer that reads a BenchmarkCode definition from a file. // The BenchmarkCode definition is just an asm file, with additional comments to // specify which registers should be defined or are live on entry. class BenchmarkCodeStreamer : public llvm::MCStreamer, public llvm::AsmCommentConsumer { public: explicit BenchmarkCodeStreamer(llvm::MCContext *Context, const llvm::MCRegisterInfo *TheRegInfo, BenchmarkCode *Result) : llvm::MCStreamer(*Context), RegInfo(TheRegInfo), Result(Result) {} // Implementation of the llvm::MCStreamer interface. We only care about // instructions. void EmitInstruction(const llvm::MCInst &Instruction, const llvm::MCSubtargetInfo &STI) override { Result->Instructions.push_back(Instruction); } // Implementation of the llvm::AsmCommentConsumer. void HandleComment(llvm::SMLoc Loc, llvm::StringRef CommentText) override { CommentText = CommentText.trim(); if (!CommentText.consume_front("LLVM-EXEGESIS-")) return; if (CommentText.consume_front("DEFREG")) { // LLVM-EXEGESIS-DEFREF RegisterValue RegVal; llvm::SmallVector Parts; CommentText.split(Parts, ' ', /*unlimited splits*/ -1, /*do not keep empty strings*/ false); if (Parts.size() != 2) { llvm::errs() << "invalid comment 'LLVM-EXEGESIS-DEFREG " << CommentText << "\n"; ++InvalidComments; } if (!(RegVal.Register = findRegisterByName(Parts[0].trim()))) { llvm::errs() << "unknown register in 'LLVM-EXEGESIS-DEFREG " << CommentText << "\n"; ++InvalidComments; return; } const llvm::StringRef HexValue = Parts[1].trim(); RegVal.Value = llvm::APInt( /* each hex digit is 4 bits */ HexValue.size() * 4, HexValue, 16); Result->RegisterInitialValues.push_back(std::move(RegVal)); return; } if (CommentText.consume_front("LIVEIN")) { // LLVM-EXEGESIS-LIVEIN if (unsigned Reg = findRegisterByName(CommentText.ltrim())) Result->LiveIns.push_back(Reg); else { llvm::errs() << "unknown register in 'LLVM-EXEGESIS-LIVEIN " << CommentText << "\n"; ++InvalidComments; } return; } } unsigned numInvalidComments() const { return InvalidComments; } private: // We only care about instructions, we don't implement this part of the API. void EmitCommonSymbol(llvm::MCSymbol *Symbol, uint64_t Size, unsigned ByteAlignment) override {} bool EmitSymbolAttribute(llvm::MCSymbol *Symbol, llvm::MCSymbolAttr Attribute) override { return false; } void EmitValueToAlignment(unsigned ByteAlignment, int64_t Value, unsigned ValueSize, unsigned MaxBytesToEmit) override {} void EmitZerofill(llvm::MCSection *Section, llvm::MCSymbol *Symbol, uint64_t Size, unsigned ByteAlignment, llvm::SMLoc Loc) override {} unsigned findRegisterByName(const llvm::StringRef RegName) const { // FIXME: Can we do better than this ? for (unsigned I = 0, E = RegInfo->getNumRegs(); I < E; ++I) { if (RegName == RegInfo->getName(I)) return I; } llvm::errs() << "'" << RegName << "' is not a valid register name for the target\n"; return 0; } const llvm::MCRegisterInfo *const RegInfo; BenchmarkCode *const Result; unsigned InvalidComments = 0; }; } // namespace // Reads code snippets from file `Filename`. static llvm::Expected> readSnippets(const LLVMState &State, llvm::StringRef Filename) { llvm::ErrorOr> BufferPtr = llvm::MemoryBuffer::getFileOrSTDIN(Filename); if (std::error_code EC = BufferPtr.getError()) { return llvm::make_error( "cannot read snippet: " + Filename + ": " + EC.message()); } llvm::SourceMgr SM; SM.AddNewSourceBuffer(std::move(BufferPtr.get()), llvm::SMLoc()); BenchmarkCode Result; llvm::MCObjectFileInfo ObjectFileInfo; const llvm::TargetMachine &TM = State.getTargetMachine(); llvm::MCContext Context(TM.getMCAsmInfo(), TM.getMCRegisterInfo(), &ObjectFileInfo); ObjectFileInfo.InitMCObjectFileInfo(TM.getTargetTriple(), /*PIC*/ false, Context); BenchmarkCodeStreamer Streamer(&Context, TM.getMCRegisterInfo(), &Result); const std::unique_ptr AsmParser( llvm::createMCAsmParser(SM, Context, Streamer, *TM.getMCAsmInfo())); if (!AsmParser) return llvm::make_error("cannot create asm parser"); AsmParser->getLexer().setCommentConsumer(&Streamer); const std::unique_ptr TargetAsmParser( TM.getTarget().createMCAsmParser(*TM.getMCSubtargetInfo(), *AsmParser, *TM.getMCInstrInfo(), llvm::MCTargetOptions())); if (!TargetAsmParser) return llvm::make_error( "cannot create target asm parser"); AsmParser->setTargetParser(*TargetAsmParser); if (AsmParser->Run(false)) return llvm::make_error("cannot parse asm file"); if (Streamer.numInvalidComments()) return llvm::make_error( llvm::Twine("found ") .concat(llvm::Twine(Streamer.numInvalidComments())) .concat(" invalid LLVM-EXEGESIS comments")); return std::vector{std::move(Result)}; } void benchmarkMain() { #ifndef HAVE_LIBPFM llvm::report_fatal_error( "benchmarking unavaliable, LLVM was built without libpfm."); #endif if (exegesis::pfm::pfmInitialize()) llvm::report_fatal_error("cannot initialize libpfm"); llvm::InitializeNativeTarget(); llvm::InitializeNativeTargetAsmPrinter(); llvm::InitializeNativeTargetAsmParser(); #ifdef LLVM_EXEGESIS_INITIALIZE_NATIVE_TARGET LLVM_EXEGESIS_INITIALIZE_NATIVE_TARGET(); #endif const LLVMState State(CpuName); const auto Opcodes = getOpcodesOrDie(State.getInstrInfo()); std::vector Configurations; if (!Opcodes.empty()) { for (const unsigned Opcode : Opcodes) { // Ignore instructions without a sched class if // -ignore-invalid-sched-class is passed. if (IgnoreInvalidSchedClass && State.getInstrInfo().get(Opcode).getSchedClass() == 0) { llvm::errs() << State.getInstrInfo().getName(Opcode) << ": ignoring instruction without sched class\n"; continue; } auto ConfigsForInstr = generateSnippets(State, Opcode); if (!ConfigsForInstr) { llvm::logAllUnhandledErrors( ConfigsForInstr.takeError(), llvm::errs(), llvm::Twine(State.getInstrInfo().getName(Opcode)).concat(": ")); continue; } std::move(ConfigsForInstr->begin(), ConfigsForInstr->end(), std::back_inserter(Configurations)); } } else { Configurations = ExitOnErr(readSnippets(State, SnippetsFile)); } const std::unique_ptr Runner = State.getExegesisTarget().createBenchmarkRunner(BenchmarkMode, State); if (!Runner) { llvm::report_fatal_error("cannot create benchmark runner"); } if (NumRepetitions == 0) llvm::report_fatal_error("--num-repetitions must be greater than zero"); // Write to standard output if file is not set. if (BenchmarkFile.empty()) BenchmarkFile = "-"; for (const BenchmarkCode &Conf : Configurations) { InstructionBenchmark Result = Runner->runConfiguration(Conf, NumRepetitions, DumpObjectToDisk); ExitOnErr(Result.writeYaml(State, BenchmarkFile)); } exegesis::pfm::pfmTerminate(); } // Prints the results of running analysis pass `Pass` to file `OutputFilename` // if OutputFilename is non-empty. template static void maybeRunAnalysis(const Analysis &Analyzer, const std::string &Name, const std::string &OutputFilename) { if (OutputFilename.empty()) return; if (OutputFilename != "-") { llvm::errs() << "Printing " << Name << " results to file '" << OutputFilename << "'\n"; } std::error_code ErrorCode; llvm::raw_fd_ostream ClustersOS(OutputFilename, ErrorCode, llvm::sys::fs::FA_Read | llvm::sys::fs::FA_Write); if (ErrorCode) llvm::report_fatal_error("cannot open out file: " + OutputFilename); if (auto Err = Analyzer.run(ClustersOS)) llvm::report_fatal_error(std::move(Err)); } static void analysisMain() { if (BenchmarkFile.empty()) llvm::report_fatal_error("--benchmarks-file must be set."); if (AnalysisClustersOutputFile.empty() && AnalysisInconsistenciesOutputFile.empty()) { llvm::report_fatal_error( "At least one of --analysis-clusters-output-file and " "--analysis-inconsistencies-output-file must be specified."); } llvm::InitializeNativeTarget(); llvm::InitializeNativeTargetAsmPrinter(); llvm::InitializeNativeTargetDisassembler(); // Read benchmarks. const LLVMState State(""); const std::vector Points = ExitOnErr(InstructionBenchmark::readYamls(State, BenchmarkFile)); llvm::outs() << "Parsed " << Points.size() << " benchmark points\n"; if (Points.empty()) { llvm::errs() << "no benchmarks to analyze\n"; return; } // FIXME: Check that all points have the same triple/cpu. // FIXME: Merge points from several runs (latency and uops). std::string Error; const auto *TheTarget = llvm::TargetRegistry::lookupTarget(Points[0].LLVMTriple, Error); if (!TheTarget) { llvm::errs() << "unknown target '" << Points[0].LLVMTriple << "'\n"; return; } std::unique_ptr InstrInfo(TheTarget->createMCInstrInfo()); const auto Clustering = ExitOnErr(InstructionBenchmarkClustering::create( Points, AnalysisClusteringAlgorithm, AnalysisDbscanNumPoints, AnalysisClusteringEpsilon, InstrInfo->getNumOpcodes())); const Analysis Analyzer(*TheTarget, std::move(InstrInfo), Clustering, AnalysisInconsistencyEpsilon, AnalysisDisplayUnstableOpcodes); maybeRunAnalysis(Analyzer, "analysis clusters", AnalysisClustersOutputFile); maybeRunAnalysis( Analyzer, "sched class consistency analysis", AnalysisInconsistenciesOutputFile); } } // namespace exegesis } // namespace llvm int main(int Argc, char **Argv) { using namespace llvm; cl::ParseCommandLineOptions(Argc, Argv, ""); exegesis::ExitOnErr.setExitCodeMapper([](const llvm::Error &Err) { if (Err.isA()) return EXIT_SUCCESS; return EXIT_FAILURE; }); if (exegesis::BenchmarkMode == exegesis::InstructionBenchmark::Unknown) { exegesis::analysisMain(); } else { exegesis::benchmarkMain(); } return EXIT_SUCCESS; }