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5d534d8259
I really needed this, like, factually, yesterday, when verifying dependency breaking idioms for AMD Zen 3 scheduler model. Consider the following example: ``` $ ./bin/llvm-exegesis --mode=inverse_throughput --snippets-file=/tmp/snippet.s --num-repetitions=1000000 --repetition-mode=duplicate Check generated assembly with: /usr/bin/objdump -d /tmp/snippet-4a7e50.o --- mode: inverse_throughput key: instructions: - 'VPXORYrr YMM0 YMM0 YMM0' config: '' register_initial_values: [] cpu_name: znver3 llvm_triple: x86_64-unknown-linux-gnu num_repetitions: 1000000 measurements: - { key: inverse_throughput, value: 0.31025, per_snippet_value: 0.31025 } error: '' info: '' assembled_snippet: C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C5FDEFC0C3 ... ``` What does it tell us? So wait, it can only execute ~3 x86 AVX YMM PXOR zero-idioms per cycle? That doesn't seem right. That's even less than there are pipes supporting this type of op. Now, second example: ``` $ ./bin/llvm-exegesis --mode=inverse_throughput --snippets-file=/tmp/snippet.s --num-repetitions=1000000 --repetition-mode=loop Check generated assembly with: /usr/bin/objdump -d /tmp/snippet-2418b5.o --- mode: inverse_throughput key: instructions: - 'VPXORYrr YMM0 YMM0 YMM0' config: '' register_initial_values: [] cpu_name: znver3 llvm_triple: x86_64-unknown-linux-gnu num_repetitions: 1000000 measurements: - { key: inverse_throughput, value: 1.00011, per_snippet_value: 1.00011 } error: '' info: '' assembled_snippet: 49B80800000000000000C5FDEFC0C5FDEFC04983C0FF75F2C3 ... ``` Now that's just worse. Due to the looping, the throughput completely plummeted, and now we can only do a single instruction/cycle!? That's not great. And final example: ``` $ ./bin/llvm-exegesis --mode=inverse_throughput --snippets-file=/tmp/snippet.s --num-repetitions=1000000 --repetition-mode=loop --loop-body-size=1000 Check generated assembly with: /usr/bin/objdump -d /tmp/snippet-c402e2.o --- mode: inverse_throughput key: instructions: - 'VPXORYrr YMM0 YMM0 YMM0' config: '' register_initial_values: [] cpu_name: znver3 llvm_triple: x86_64-unknown-linux-gnu num_repetitions: 1000000 measurements: - { key: inverse_throughput, value: 0.167087, per_snippet_value: 0.167087 } error: '' info: '' assembled_snippet: 49B80800000000000000C5FDEFC0C5FDEFC04983C0FF75F2C3 ... ``` So if we merge the previous two approaches, do duplicate this single-instruction snippet 1000x (loop-body-size/instruction count in snippet), and run a loop with 1000 iterations over that duplicated/unrolled snippet, the measured throughput goes through the roof, up to 5.9 instructions/cycle, which finally tells us that this idiom is zero-cycle! Reviewed By: courbet Differential Revision: https://reviews.llvm.org/D102522
476 lines
19 KiB
C++
476 lines
19 KiB
C++
//===-- llvm-exegesis.cpp ---------------------------------------*- C++ -*-===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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///
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/// \file
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/// Measures execution properties (latencies/uops) of an instruction.
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///
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//===----------------------------------------------------------------------===//
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#include "lib/Analysis.h"
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#include "lib/BenchmarkResult.h"
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#include "lib/BenchmarkRunner.h"
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#include "lib/Clustering.h"
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#include "lib/Error.h"
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#include "lib/LlvmState.h"
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#include "lib/PerfHelper.h"
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#include "lib/SnippetFile.h"
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#include "lib/SnippetRepetitor.h"
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#include "lib/Target.h"
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#include "lib/TargetSelect.h"
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#include "llvm/ADT/StringExtras.h"
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#include "llvm/ADT/Twine.h"
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#include "llvm/MC/MCInstBuilder.h"
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#include "llvm/MC/MCObjectFileInfo.h"
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#include "llvm/MC/MCParser/MCAsmParser.h"
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#include "llvm/MC/MCParser/MCTargetAsmParser.h"
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#include "llvm/MC/MCRegisterInfo.h"
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#include "llvm/MC/MCSubtargetInfo.h"
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#include "llvm/Object/ObjectFile.h"
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#include "llvm/Support/CommandLine.h"
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#include "llvm/Support/FileSystem.h"
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#include "llvm/Support/Format.h"
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#include "llvm/Support/Path.h"
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#include "llvm/Support/SourceMgr.h"
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#include "llvm/Support/TargetRegistry.h"
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#include "llvm/Support/TargetSelect.h"
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#include <algorithm>
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#include <string>
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namespace llvm {
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namespace exegesis {
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static cl::OptionCategory Options("llvm-exegesis options");
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static cl::OptionCategory BenchmarkOptions("llvm-exegesis benchmark options");
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static cl::OptionCategory AnalysisOptions("llvm-exegesis analysis options");
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static cl::opt<int> OpcodeIndex(
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"opcode-index",
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cl::desc("opcode to measure, by index, or -1 to measure all opcodes"),
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cl::cat(BenchmarkOptions), cl::init(0));
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static cl::opt<std::string>
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OpcodeNames("opcode-name",
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cl::desc("comma-separated list of opcodes to measure, by name"),
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cl::cat(BenchmarkOptions), cl::init(""));
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static cl::opt<std::string> SnippetsFile("snippets-file",
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cl::desc("code snippets to measure"),
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cl::cat(BenchmarkOptions),
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cl::init(""));
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static cl::opt<std::string>
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BenchmarkFile("benchmarks-file",
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cl::desc("File to read (analysis mode) or write "
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"(latency/uops/inverse_throughput modes) benchmark "
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"results. “-” uses stdin/stdout."),
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cl::cat(Options), cl::init(""));
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static cl::opt<exegesis::InstructionBenchmark::ModeE> BenchmarkMode(
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"mode", cl::desc("the mode to run"), cl::cat(Options),
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cl::values(clEnumValN(exegesis::InstructionBenchmark::Latency, "latency",
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"Instruction Latency"),
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clEnumValN(exegesis::InstructionBenchmark::InverseThroughput,
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"inverse_throughput",
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"Instruction Inverse Throughput"),
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clEnumValN(exegesis::InstructionBenchmark::Uops, "uops",
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"Uop Decomposition"),
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// When not asking for a specific benchmark mode,
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// we'll analyse the results.
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clEnumValN(exegesis::InstructionBenchmark::Unknown, "analysis",
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"Analysis")));
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static cl::opt<exegesis::InstructionBenchmark::ResultAggregationModeE>
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ResultAggMode(
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"result-aggregation-mode",
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cl::desc("How to aggregate multi-values result"), cl::cat(Options),
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cl::values(clEnumValN(exegesis::InstructionBenchmark::Min, "min",
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"Keep min reading"),
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clEnumValN(exegesis::InstructionBenchmark::Max, "max",
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"Keep max reading"),
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clEnumValN(exegesis::InstructionBenchmark::Mean, "mean",
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"Compute mean of all readings"),
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clEnumValN(exegesis::InstructionBenchmark::MinVariance,
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"min-variance",
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"Keep readings set with min-variance")),
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cl::init(exegesis::InstructionBenchmark::Min));
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static cl::opt<exegesis::InstructionBenchmark::RepetitionModeE> RepetitionMode(
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"repetition-mode", cl::desc("how to repeat the instruction snippet"),
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cl::cat(BenchmarkOptions),
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cl::values(
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clEnumValN(exegesis::InstructionBenchmark::Duplicate, "duplicate",
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"Duplicate the snippet"),
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clEnumValN(exegesis::InstructionBenchmark::Loop, "loop",
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"Loop over the snippet"),
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clEnumValN(exegesis::InstructionBenchmark::AggregateMin, "min",
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"All of the above and take the minimum of measurements")),
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cl::init(exegesis::InstructionBenchmark::Duplicate));
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static cl::opt<unsigned>
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NumRepetitions("num-repetitions",
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cl::desc("number of time to repeat the asm snippet"),
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cl::cat(BenchmarkOptions), cl::init(10000));
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static cl::opt<unsigned>
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LoopBodySize("loop-body-size",
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cl::desc("when repeating the instruction snippet by looping "
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"over it, duplicate the snippet until the loop body "
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"contains at least this many instruction"),
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cl::cat(BenchmarkOptions), cl::init(0));
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static cl::opt<unsigned> MaxConfigsPerOpcode(
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"max-configs-per-opcode",
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cl::desc(
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"allow to snippet generator to generate at most that many configs"),
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cl::cat(BenchmarkOptions), cl::init(1));
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static cl::opt<bool> IgnoreInvalidSchedClass(
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"ignore-invalid-sched-class",
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cl::desc("ignore instructions that do not define a sched class"),
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cl::cat(BenchmarkOptions), cl::init(false));
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static cl::opt<exegesis::InstructionBenchmarkClustering::ModeE>
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AnalysisClusteringAlgorithm(
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"analysis-clustering", cl::desc("the clustering algorithm to use"),
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cl::cat(AnalysisOptions),
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cl::values(clEnumValN(exegesis::InstructionBenchmarkClustering::Dbscan,
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"dbscan", "use DBSCAN/OPTICS algorithm"),
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clEnumValN(exegesis::InstructionBenchmarkClustering::Naive,
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"naive", "one cluster per opcode")),
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cl::init(exegesis::InstructionBenchmarkClustering::Dbscan));
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static cl::opt<unsigned> AnalysisDbscanNumPoints(
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"analysis-numpoints",
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cl::desc("minimum number of points in an analysis cluster (dbscan only)"),
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cl::cat(AnalysisOptions), cl::init(3));
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static cl::opt<float> AnalysisClusteringEpsilon(
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"analysis-clustering-epsilon",
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cl::desc("epsilon for benchmark point clustering"),
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cl::cat(AnalysisOptions), cl::init(0.1));
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static cl::opt<float> AnalysisInconsistencyEpsilon(
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"analysis-inconsistency-epsilon",
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cl::desc("epsilon for detection of when the cluster is different from the "
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"LLVM schedule profile values"),
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cl::cat(AnalysisOptions), cl::init(0.1));
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static cl::opt<std::string>
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AnalysisClustersOutputFile("analysis-clusters-output-file", cl::desc(""),
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cl::cat(AnalysisOptions), cl::init(""));
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static cl::opt<std::string>
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AnalysisInconsistenciesOutputFile("analysis-inconsistencies-output-file",
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cl::desc(""), cl::cat(AnalysisOptions),
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cl::init(""));
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static cl::opt<bool> AnalysisDisplayUnstableOpcodes(
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"analysis-display-unstable-clusters",
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cl::desc("if there is more than one benchmark for an opcode, said "
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"benchmarks may end up not being clustered into the same cluster "
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"if the measured performance characteristics are different. by "
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"default all such opcodes are filtered out. this flag will "
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"instead show only such unstable opcodes"),
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cl::cat(AnalysisOptions), cl::init(false));
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static cl::opt<std::string> CpuName(
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"mcpu",
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cl::desc("cpu name to use for pfm counters, leave empty to autodetect"),
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cl::cat(Options), cl::init(""));
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static cl::opt<bool>
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DumpObjectToDisk("dump-object-to-disk",
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cl::desc("dumps the generated benchmark object to disk "
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"and prints a message to access it"),
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cl::cat(BenchmarkOptions), cl::init(true));
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static ExitOnError ExitOnErr("llvm-exegesis error: ");
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// Helper function that logs the error(s) and exits.
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template <typename... ArgTs> static void ExitWithError(ArgTs &&... Args) {
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ExitOnErr(make_error<Failure>(std::forward<ArgTs>(Args)...));
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}
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// Check Err. If it's in a failure state log the file error(s) and exit.
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static void ExitOnFileError(const Twine &FileName, Error Err) {
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if (Err) {
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ExitOnErr(createFileError(FileName, std::move(Err)));
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}
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}
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// Check E. If it's in a success state then return the contained value.
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// If it's in a failure state log the file error(s) and exit.
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template <typename T>
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T ExitOnFileError(const Twine &FileName, Expected<T> &&E) {
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ExitOnFileError(FileName, E.takeError());
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return std::move(*E);
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}
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// Checks that only one of OpcodeNames, OpcodeIndex or SnippetsFile is provided,
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// and returns the opcode indices or {} if snippets should be read from
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// `SnippetsFile`.
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static std::vector<unsigned> getOpcodesOrDie(const MCInstrInfo &MCInstrInfo) {
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const size_t NumSetFlags = (OpcodeNames.empty() ? 0 : 1) +
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(OpcodeIndex == 0 ? 0 : 1) +
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(SnippetsFile.empty() ? 0 : 1);
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if (NumSetFlags != 1) {
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ExitOnErr.setBanner("llvm-exegesis: ");
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ExitWithError("please provide one and only one of 'opcode-index', "
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"'opcode-name' or 'snippets-file'");
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}
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if (!SnippetsFile.empty())
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return {};
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if (OpcodeIndex > 0)
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return {static_cast<unsigned>(OpcodeIndex)};
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if (OpcodeIndex < 0) {
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std::vector<unsigned> Result;
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for (unsigned I = 1, E = MCInstrInfo.getNumOpcodes(); I < E; ++I)
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Result.push_back(I);
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return Result;
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}
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// Resolve opcode name -> opcode.
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const auto ResolveName = [&MCInstrInfo](StringRef OpcodeName) -> unsigned {
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for (unsigned I = 1, E = MCInstrInfo.getNumOpcodes(); I < E; ++I)
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if (MCInstrInfo.getName(I) == OpcodeName)
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return I;
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return 0u;
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};
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SmallVector<StringRef, 2> Pieces;
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StringRef(OpcodeNames.getValue())
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.split(Pieces, ",", /* MaxSplit */ -1, /* KeepEmpty */ false);
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std::vector<unsigned> Result;
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for (const StringRef &OpcodeName : Pieces) {
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if (unsigned Opcode = ResolveName(OpcodeName))
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Result.push_back(Opcode);
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else
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ExitWithError(Twine("unknown opcode ").concat(OpcodeName));
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}
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return Result;
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}
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// Generates code snippets for opcode `Opcode`.
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static Expected<std::vector<BenchmarkCode>>
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generateSnippets(const LLVMState &State, unsigned Opcode,
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const BitVector &ForbiddenRegs) {
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const Instruction &Instr = State.getIC().getInstr(Opcode);
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const MCInstrDesc &InstrDesc = Instr.Description;
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// Ignore instructions that we cannot run.
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if (InstrDesc.isPseudo() || InstrDesc.usesCustomInsertionHook())
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return make_error<Failure>(
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"Unsupported opcode: isPseudo/usesCustomInserter");
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if (InstrDesc.isBranch() || InstrDesc.isIndirectBranch())
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return make_error<Failure>("Unsupported opcode: isBranch/isIndirectBranch");
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if (InstrDesc.isCall() || InstrDesc.isReturn())
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return make_error<Failure>("Unsupported opcode: isCall/isReturn");
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const std::vector<InstructionTemplate> InstructionVariants =
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State.getExegesisTarget().generateInstructionVariants(
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Instr, MaxConfigsPerOpcode);
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SnippetGenerator::Options SnippetOptions;
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SnippetOptions.MaxConfigsPerOpcode = MaxConfigsPerOpcode;
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const std::unique_ptr<SnippetGenerator> Generator =
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State.getExegesisTarget().createSnippetGenerator(BenchmarkMode, State,
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SnippetOptions);
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if (!Generator)
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ExitWithError("cannot create snippet generator");
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std::vector<BenchmarkCode> Benchmarks;
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for (const InstructionTemplate &Variant : InstructionVariants) {
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if (Benchmarks.size() >= MaxConfigsPerOpcode)
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break;
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if (auto Err = Generator->generateConfigurations(Variant, Benchmarks,
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ForbiddenRegs))
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return std::move(Err);
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}
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return Benchmarks;
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}
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void benchmarkMain() {
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#ifndef HAVE_LIBPFM
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ExitWithError("benchmarking unavailable, LLVM was built without libpfm.");
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#endif
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if (exegesis::pfm::pfmInitialize())
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ExitWithError("cannot initialize libpfm");
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InitializeNativeTarget();
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InitializeNativeTargetAsmPrinter();
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InitializeNativeTargetAsmParser();
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InitializeNativeExegesisTarget();
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const LLVMState State(CpuName);
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// Preliminary check to ensure features needed for requested
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// benchmark mode are present on target CPU and/or OS.
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ExitOnErr(State.getExegesisTarget().checkFeatureSupport());
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const std::unique_ptr<BenchmarkRunner> Runner =
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ExitOnErr(State.getExegesisTarget().createBenchmarkRunner(
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BenchmarkMode, State, ResultAggMode));
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if (!Runner) {
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ExitWithError("cannot create benchmark runner");
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}
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const auto Opcodes = getOpcodesOrDie(State.getInstrInfo());
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SmallVector<std::unique_ptr<const SnippetRepetitor>, 2> Repetitors;
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if (RepetitionMode != InstructionBenchmark::RepetitionModeE::AggregateMin)
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Repetitors.emplace_back(SnippetRepetitor::Create(RepetitionMode, State));
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else {
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for (InstructionBenchmark::RepetitionModeE RepMode :
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{InstructionBenchmark::RepetitionModeE::Duplicate,
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InstructionBenchmark::RepetitionModeE::Loop})
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Repetitors.emplace_back(SnippetRepetitor::Create(RepMode, State));
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}
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BitVector AllReservedRegs;
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llvm::for_each(Repetitors,
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[&AllReservedRegs](
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const std::unique_ptr<const SnippetRepetitor> &Repetitor) {
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AllReservedRegs |= Repetitor->getReservedRegs();
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});
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std::vector<BenchmarkCode> Configurations;
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if (!Opcodes.empty()) {
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for (const unsigned Opcode : Opcodes) {
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// Ignore instructions without a sched class if
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// -ignore-invalid-sched-class is passed.
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if (IgnoreInvalidSchedClass &&
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State.getInstrInfo().get(Opcode).getSchedClass() == 0) {
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errs() << State.getInstrInfo().getName(Opcode)
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<< ": ignoring instruction without sched class\n";
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continue;
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}
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auto ConfigsForInstr = generateSnippets(State, Opcode, AllReservedRegs);
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if (!ConfigsForInstr) {
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logAllUnhandledErrors(
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ConfigsForInstr.takeError(), errs(),
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Twine(State.getInstrInfo().getName(Opcode)).concat(": "));
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continue;
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}
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std::move(ConfigsForInstr->begin(), ConfigsForInstr->end(),
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std::back_inserter(Configurations));
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}
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} else {
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Configurations = ExitOnErr(readSnippets(State, SnippetsFile));
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}
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if (NumRepetitions == 0) {
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ExitOnErr.setBanner("llvm-exegesis: ");
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ExitWithError("--num-repetitions must be greater than zero");
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}
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// Write to standard output if file is not set.
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if (BenchmarkFile.empty())
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BenchmarkFile = "-";
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for (const BenchmarkCode &Conf : Configurations) {
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InstructionBenchmark Result = ExitOnErr(Runner->runConfiguration(
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Conf, NumRepetitions, LoopBodySize, Repetitors, DumpObjectToDisk));
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ExitOnFileError(BenchmarkFile, Result.writeYaml(State, BenchmarkFile));
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}
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exegesis::pfm::pfmTerminate();
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}
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// Prints the results of running analysis pass `Pass` to file `OutputFilename`
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// if OutputFilename is non-empty.
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template <typename Pass>
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static void maybeRunAnalysis(const Analysis &Analyzer, const std::string &Name,
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const std::string &OutputFilename) {
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if (OutputFilename.empty())
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return;
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if (OutputFilename != "-") {
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errs() << "Printing " << Name << " results to file '" << OutputFilename
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<< "'\n";
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}
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std::error_code ErrorCode;
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raw_fd_ostream ClustersOS(OutputFilename, ErrorCode,
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sys::fs::FA_Read | sys::fs::FA_Write);
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if (ErrorCode)
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ExitOnFileError(OutputFilename, errorCodeToError(ErrorCode));
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if (auto Err = Analyzer.run<Pass>(ClustersOS))
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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<MCInstrInfo> 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<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;
|
|
}
|