//===-- 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/Error.h" #include "lib/LlvmState.h" #include "lib/PerfHelper.h" #include "lib/SnippetFile.h" #include "lib/SnippetRepetitor.h" #include "lib/Target.h" #include "lib/TargetSelect.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/MCSubtargetInfo.h" #include "llvm/Object/ObjectFile.h" #include "llvm/Support/CommandLine.h" #include "llvm/Support/FileSystem.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, or -1 to measure all opcodes"), 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 ResultAggMode( "result-aggregation-mode", cl::desc("How to aggregate multi-values result"), cl::cat(Options), cl::values(clEnumValN(exegesis::InstructionBenchmark::Min, "min", "Keep min reading"), clEnumValN(exegesis::InstructionBenchmark::Max, "max", "Keep max reading"), clEnumValN(exegesis::InstructionBenchmark::Mean, "mean", "Compute mean of all readings"), clEnumValN(exegesis::InstructionBenchmark::MinVariance, "min-variance", "Keep readings set with min-variance")), cl::init(exegesis::InstructionBenchmark::Min)); static cl::opt RepetitionMode( "repetition-mode", cl::desc("how to repeat the instruction snippet"), cl::cat(BenchmarkOptions), cl::values( clEnumValN(exegesis::InstructionBenchmark::Duplicate, "duplicate", "Duplicate the snippet"), clEnumValN(exegesis::InstructionBenchmark::Loop, "loop", "Loop over the snippet"), clEnumValN(exegesis::InstructionBenchmark::AggregateMin, "min", "All of the above and take the minimum of measurements")), cl::init(exegesis::InstructionBenchmark::Duplicate)); 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 LoopBodySize("loop-body-size", cl::desc("when repeating the instruction snippet by looping " "over it, duplicate the snippet until the loop body " "contains at least this many instruction"), cl::cat(BenchmarkOptions), cl::init(0)); static cl::opt MaxConfigsPerOpcode( "max-configs-per-opcode", cl::desc( "allow to snippet generator to generate at most that many configs"), cl::cat(BenchmarkOptions), cl::init(1)); 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("llvm-exegesis error: "); // Helper function that logs the error(s) and exits. template static void ExitWithError(ArgTs &&... Args) { ExitOnErr(make_error(std::forward(Args)...)); } // Check Err. If it's in a failure state log the file error(s) and exit. static void ExitOnFileError(const Twine &FileName, Error Err) { if (Err) { ExitOnErr(createFileError(FileName, std::move(Err))); } } // Check E. If it's in a success state then return the contained value. // If it's in a failure state log the file error(s) and exit. template T ExitOnFileError(const Twine &FileName, Expected &&E) { ExitOnFileError(FileName, E.takeError()); return std::move(*E); } // 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 MCInstrInfo &MCInstrInfo) { const size_t NumSetFlags = (OpcodeNames.empty() ? 0 : 1) + (OpcodeIndex == 0 ? 0 : 1) + (SnippetsFile.empty() ? 0 : 1); if (NumSetFlags != 1) { ExitOnErr.setBanner("llvm-exegesis: "); ExitWithError("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](StringRef OpcodeName) -> unsigned { for (unsigned I = 1, E = MCInstrInfo.getNumOpcodes(); I < E; ++I) if (MCInstrInfo.getName(I) == OpcodeName) return I; return 0u; }; SmallVector Pieces; StringRef(OpcodeNames.getValue()) .split(Pieces, ",", /* MaxSplit */ -1, /* KeepEmpty */ false); std::vector Result; for (const StringRef &OpcodeName : Pieces) { if (unsigned Opcode = ResolveName(OpcodeName)) Result.push_back(Opcode); else ExitWithError(Twine("unknown opcode ").concat(OpcodeName)); } return Result; } // Generates code snippets for opcode `Opcode`. static Expected> generateSnippets(const LLVMState &State, unsigned Opcode, const BitVector &ForbiddenRegs) { const Instruction &Instr = State.getIC().getInstr(Opcode); const MCInstrDesc &InstrDesc = Instr.Description; // Ignore instructions that we cannot run. if (InstrDesc.isPseudo() || InstrDesc.usesCustomInsertionHook()) return make_error( "Unsupported opcode: isPseudo/usesCustomInserter"); if (InstrDesc.isBranch() || InstrDesc.isIndirectBranch()) return make_error("Unsupported opcode: isBranch/isIndirectBranch"); if (InstrDesc.isCall() || InstrDesc.isReturn()) return make_error("Unsupported opcode: isCall/isReturn"); const std::vector InstructionVariants = State.getExegesisTarget().generateInstructionVariants( Instr, MaxConfigsPerOpcode); SnippetGenerator::Options SnippetOptions; SnippetOptions.MaxConfigsPerOpcode = MaxConfigsPerOpcode; const std::unique_ptr Generator = State.getExegesisTarget().createSnippetGenerator(BenchmarkMode, State, SnippetOptions); if (!Generator) ExitWithError("cannot create snippet generator"); std::vector Benchmarks; for (const InstructionTemplate &Variant : InstructionVariants) { if (Benchmarks.size() >= MaxConfigsPerOpcode) break; if (auto Err = Generator->generateConfigurations(Variant, Benchmarks, ForbiddenRegs)) return std::move(Err); } return Benchmarks; } void benchmarkMain() { #ifndef HAVE_LIBPFM ExitWithError("benchmarking unavailable, LLVM was built without libpfm."); #endif if (exegesis::pfm::pfmInitialize()) ExitWithError("cannot initialize libpfm"); InitializeNativeTarget(); InitializeNativeTargetAsmPrinter(); InitializeNativeTargetAsmParser(); InitializeNativeExegesisTarget(); const LLVMState State(CpuName); // Preliminary check to ensure features needed for requested // benchmark mode are present on target CPU and/or OS. ExitOnErr(State.getExegesisTarget().checkFeatureSupport()); const std::unique_ptr Runner = ExitOnErr(State.getExegesisTarget().createBenchmarkRunner( BenchmarkMode, State, ResultAggMode)); if (!Runner) { ExitWithError("cannot create benchmark runner"); } const auto Opcodes = getOpcodesOrDie(State.getInstrInfo()); SmallVector, 2> Repetitors; if (RepetitionMode != InstructionBenchmark::RepetitionModeE::AggregateMin) Repetitors.emplace_back(SnippetRepetitor::Create(RepetitionMode, State)); else { for (InstructionBenchmark::RepetitionModeE RepMode : {InstructionBenchmark::RepetitionModeE::Duplicate, InstructionBenchmark::RepetitionModeE::Loop}) Repetitors.emplace_back(SnippetRepetitor::Create(RepMode, State)); } BitVector AllReservedRegs; llvm::for_each(Repetitors, [&AllReservedRegs]( const std::unique_ptr &Repetitor) { AllReservedRegs |= Repetitor->getReservedRegs(); }); 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) { errs() << State.getInstrInfo().getName(Opcode) << ": ignoring instruction without sched class\n"; continue; } auto ConfigsForInstr = generateSnippets(State, Opcode, AllReservedRegs); if (!ConfigsForInstr) { logAllUnhandledErrors( ConfigsForInstr.takeError(), errs(), Twine(State.getInstrInfo().getName(Opcode)).concat(": ")); continue; } std::move(ConfigsForInstr->begin(), ConfigsForInstr->end(), std::back_inserter(Configurations)); } } else { Configurations = ExitOnErr(readSnippets(State, SnippetsFile)); } if (NumRepetitions == 0) { ExitOnErr.setBanner("llvm-exegesis: "); ExitWithError("--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 = ExitOnErr(Runner->runConfiguration( Conf, NumRepetitions, LoopBodySize, Repetitors, DumpObjectToDisk)); ExitOnFileError(BenchmarkFile, 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 != "-") { errs() << "Printing " << Name << " results to file '" << OutputFilename << "'\n"; } std::error_code ErrorCode; raw_fd_ostream ClustersOS(OutputFilename, ErrorCode, sys::fs::FA_Read | sys::fs::FA_Write); if (ErrorCode) ExitOnFileError(OutputFilename, errorCodeToError(ErrorCode)); if (auto Err = Analyzer.run(ClustersOS)) ExitOnFileError(OutputFilename, std::move(Err)); } static void analysisMain() { ExitOnErr.setBanner("llvm-exegesis: "); if (BenchmarkFile.empty()) ExitWithError("--benchmarks-file must be set"); if (AnalysisClustersOutputFile.empty() && AnalysisInconsistenciesOutputFile.empty()) { ExitWithError( "for --mode=analysis: At least one of --analysis-clusters-output-file " "and --analysis-inconsistencies-output-file must be specified"); } InitializeNativeTarget(); InitializeNativeTargetAsmPrinter(); InitializeNativeTargetDisassembler(); // Read benchmarks. const LLVMState State(""); const std::vector Points = ExitOnFileError( BenchmarkFile, InstructionBenchmark::readYamls(State, BenchmarkFile)); outs() << "Parsed " << Points.size() << " benchmark points\n"; if (Points.empty()) { 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 = TargetRegistry::lookupTarget(Points[0].LLVMTriple, Error); if (!TheTarget) { errs() << "unknown target '" << Points[0].LLVMTriple << "'\n"; return; } std::unique_ptr InstrInfo(TheTarget->createMCInstrInfo()); assert(InstrInfo && "Unable to create instruction info!"); const auto Clustering = ExitOnErr(InstructionBenchmarkClustering::create( Points, AnalysisClusteringAlgorithm, AnalysisDbscanNumPoints, AnalysisClusteringEpsilon, InstrInfo->getNumOpcodes())); const Analysis Analyzer(*TheTarget, std::move(InstrInfo), Clustering, AnalysisInconsistencyEpsilon, AnalysisDisplayUnstableOpcodes, CpuName); 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 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; }