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- //===-- 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/MC/TargetRegistry.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/TargetSelect.h"
- #include <algorithm>
- #include <string>
- 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<int> 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<std::string>
- OpcodeNames("opcode-name",
- cl::desc("comma-separated list of opcodes to measure, by name"),
- cl::cat(BenchmarkOptions), cl::init(""));
- static cl::opt<std::string> SnippetsFile("snippets-file",
- cl::desc("code snippets to measure"),
- cl::cat(BenchmarkOptions),
- cl::init(""));
- static cl::opt<std::string>
- 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<exegesis::InstructionBenchmark::ModeE> 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<exegesis::InstructionBenchmark::ResultAggregationModeE>
- 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<exegesis::InstructionBenchmark::RepetitionModeE> 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<unsigned>
- NumRepetitions("num-repetitions",
- cl::desc("number of time to repeat the asm snippet"),
- cl::cat(BenchmarkOptions), cl::init(10000));
- static cl::opt<unsigned>
- 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<unsigned> 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<bool> 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<exegesis::InstructionBenchmarkClustering::ModeE>
- 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<unsigned> AnalysisDbscanNumPoints(
- "analysis-numpoints",
- cl::desc("minimum number of points in an analysis cluster (dbscan only)"),
- cl::cat(AnalysisOptions), cl::init(3));
- static cl::opt<float> AnalysisClusteringEpsilon(
- "analysis-clustering-epsilon",
- cl::desc("epsilon for benchmark point clustering"),
- cl::cat(AnalysisOptions), cl::init(0.1));
- static cl::opt<float> 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<std::string>
- AnalysisClustersOutputFile("analysis-clusters-output-file", cl::desc(""),
- cl::cat(AnalysisOptions), cl::init(""));
- static cl::opt<std::string>
- AnalysisInconsistenciesOutputFile("analysis-inconsistencies-output-file",
- cl::desc(""), cl::cat(AnalysisOptions),
- cl::init(""));
- static cl::opt<bool> 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<std::string> CpuName(
- "mcpu",
- cl::desc("cpu name to use for pfm counters, leave empty to autodetect"),
- cl::cat(Options), cl::init(""));
- static cl::opt<bool>
- 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 <typename... ArgTs> static void ExitWithError(ArgTs &&... Args) {
- ExitOnErr(make_error<Failure>(std::forward<ArgTs>(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 <typename T>
- T ExitOnFileError(const Twine &FileName, Expected<T> &&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<unsigned> 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<unsigned>(OpcodeIndex)};
- if (OpcodeIndex < 0) {
- std::vector<unsigned> 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<StringRef, 2> Pieces;
- StringRef(OpcodeNames.getValue())
- .split(Pieces, ",", /* MaxSplit */ -1, /* KeepEmpty */ false);
- std::vector<unsigned> 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<std::vector<BenchmarkCode>>
- 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<Failure>(
- "Unsupported opcode: isPseudo/usesCustomInserter");
- if (InstrDesc.isBranch() || InstrDesc.isIndirectBranch())
- return make_error<Failure>("Unsupported opcode: isBranch/isIndirectBranch");
- if (InstrDesc.isCall() || InstrDesc.isReturn())
- return make_error<Failure>("Unsupported opcode: isCall/isReturn");
- const std::vector<InstructionTemplate> InstructionVariants =
- State.getExegesisTarget().generateInstructionVariants(
- Instr, MaxConfigsPerOpcode);
- SnippetGenerator::Options SnippetOptions;
- SnippetOptions.MaxConfigsPerOpcode = MaxConfigsPerOpcode;
- const std::unique_ptr<SnippetGenerator> Generator =
- State.getExegesisTarget().createSnippetGenerator(BenchmarkMode, State,
- SnippetOptions);
- if (!Generator)
- ExitWithError("cannot create snippet generator");
- std::vector<BenchmarkCode> 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<BenchmarkRunner> Runner =
- ExitOnErr(State.getExegesisTarget().createBenchmarkRunner(
- BenchmarkMode, State, ResultAggMode));
- if (!Runner) {
- ExitWithError("cannot create benchmark runner");
- }
- const auto Opcodes = getOpcodesOrDie(State.getInstrInfo());
- SmallVector<std::unique_ptr<const SnippetRepetitor>, 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<const SnippetRepetitor> &Repetitor) {
- AllReservedRegs |= Repetitor->getReservedRegs();
- });
- std::vector<BenchmarkCode> 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 <typename Pass>
- 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<Pass>(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<InstructionBenchmark> 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<MCSubtargetInfo> SubtargetInfo(
- TheTarget->createMCSubtargetInfo(Points[0].LLVMTriple, CpuName, ""));
- std::unique_ptr<MCInstrInfo> InstrInfo(TheTarget->createMCInstrInfo());
- assert(InstrInfo && "Unable to create instruction info!");
- const auto Clustering = ExitOnErr(InstructionBenchmarkClustering::create(
- Points, AnalysisClusteringAlgorithm, AnalysisDbscanNumPoints,
- AnalysisClusteringEpsilon, SubtargetInfo.get(), InstrInfo.get()));
- const Analysis Analyzer(
- *TheTarget, std::move(SubtargetInfo), std::move(InstrInfo), Clustering,
- AnalysisInconsistencyEpsilon, AnalysisDisplayUnstableOpcodes, CpuName);
- maybeRunAnalysis<Analysis::PrintClusters>(Analyzer, "analysis clusters",
- AnalysisClustersOutputFile);
- maybeRunAnalysis<Analysis::PrintSchedClassInconsistencies>(
- 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<exegesis::ClusteringError>())
- return EXIT_SUCCESS;
- return EXIT_FAILURE;
- });
- if (exegesis::BenchmarkMode == exegesis::InstructionBenchmark::Unknown) {
- exegesis::analysisMain();
- } else {
- exegesis::benchmarkMain();
- }
- return EXIT_SUCCESS;
- }
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