//===- ProfileSummaryInfo.cpp - Global profile summary information --------===// // // 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 // //===----------------------------------------------------------------------===// // // This file contains a pass that provides access to the global profile summary // information. // //===----------------------------------------------------------------------===// #include "llvm/Analysis/ProfileSummaryInfo.h" #include "llvm/Analysis/BlockFrequencyInfo.h" #include "llvm/IR/BasicBlock.h" #include "llvm/IR/Instructions.h" #include "llvm/IR/Metadata.h" #include "llvm/IR/Module.h" #include "llvm/IR/ProfileSummary.h" #include "llvm/InitializePasses.h" #include "llvm/ProfileData/ProfileCommon.h" #include "llvm/Support/CommandLine.h" using namespace llvm; // The following two parameters determine the threshold for a count to be // considered hot/cold. These two parameters are percentile values (multiplied // by 10000). If the counts are sorted in descending order, the minimum count to // reach ProfileSummaryCutoffHot gives the threshold to determine a hot count. // Similarly, the minimum count to reach ProfileSummaryCutoffCold gives the // threshold for determining cold count (everything <= this threshold is // considered cold). static cl::opt ProfileSummaryCutoffHot( "profile-summary-cutoff-hot", cl::Hidden, cl::init(990000), cl::ZeroOrMore, cl::desc("A count is hot if it exceeds the minimum count to" " reach this percentile of total counts.")); static cl::opt ProfileSummaryCutoffCold( "profile-summary-cutoff-cold", cl::Hidden, cl::init(999999), cl::ZeroOrMore, cl::desc("A count is cold if it is below the minimum count" " to reach this percentile of total counts.")); static cl::opt ProfileSummaryHugeWorkingSetSizeThreshold( "profile-summary-huge-working-set-size-threshold", cl::Hidden, cl::init(15000), cl::ZeroOrMore, cl::desc("The code working set size is considered huge if the number of" " blocks required to reach the -profile-summary-cutoff-hot" " percentile exceeds this count.")); static cl::opt ProfileSummaryLargeWorkingSetSizeThreshold( "profile-summary-large-working-set-size-threshold", cl::Hidden, cl::init(12500), cl::ZeroOrMore, cl::desc("The code working set size is considered large if the number of" " blocks required to reach the -profile-summary-cutoff-hot" " percentile exceeds this count.")); // The next two options override the counts derived from summary computation and // are useful for debugging purposes. static cl::opt ProfileSummaryHotCount( "profile-summary-hot-count", cl::ReallyHidden, cl::ZeroOrMore, cl::desc("A fixed hot count that overrides the count derived from" " profile-summary-cutoff-hot")); static cl::opt ProfileSummaryColdCount( "profile-summary-cold-count", cl::ReallyHidden, cl::ZeroOrMore, cl::desc("A fixed cold count that overrides the count derived from" " profile-summary-cutoff-cold")); static cl::opt PartialProfile( "partial-profile", cl::Hidden, cl::init(false), cl::desc("Specify the current profile is used as a partial profile.")); cl::opt ScalePartialSampleProfileWorkingSetSize( "scale-partial-sample-profile-working-set-size", cl::Hidden, cl::init(true), cl::desc( "If true, scale the working set size of the partial sample profile " "by the partial profile ratio to reflect the size of the program " "being compiled.")); static cl::opt PartialSampleProfileWorkingSetSizeScaleFactor( "partial-sample-profile-working-set-size-scale-factor", cl::Hidden, cl::init(0.008), cl::desc("The scale factor used to scale the working set size of the " "partial sample profile along with the partial profile ratio. " "This includes the factor of the profile counter per block " "and the factor to scale the working set size to use the same " "shared thresholds as PGO.")); // The profile summary metadata may be attached either by the frontend or by // any backend passes (IR level instrumentation, for example). This method // checks if the Summary is null and if so checks if the summary metadata is now // available in the module and parses it to get the Summary object. void ProfileSummaryInfo::refresh() { if (hasProfileSummary()) return; // First try to get context sensitive ProfileSummary. auto *SummaryMD = M.getProfileSummary(/* IsCS */ true); if (SummaryMD) Summary.reset(ProfileSummary::getFromMD(SummaryMD)); if (!hasProfileSummary()) { // This will actually return PSK_Instr or PSK_Sample summary. SummaryMD = M.getProfileSummary(/* IsCS */ false); if (SummaryMD) Summary.reset(ProfileSummary::getFromMD(SummaryMD)); } if (!hasProfileSummary()) return; computeThresholds(); } Optional ProfileSummaryInfo::getProfileCount( const CallBase &Call, BlockFrequencyInfo *BFI, bool AllowSynthetic) const { assert((isa(Call) || isa(Call)) && "We can only get profile count for call/invoke instruction."); if (hasSampleProfile()) { // In sample PGO mode, check if there is a profile metadata on the // instruction. If it is present, determine hotness solely based on that, // since the sampled entry count may not be accurate. If there is no // annotated on the instruction, return None. uint64_t TotalCount; if (Call.extractProfTotalWeight(TotalCount)) return TotalCount; return None; } if (BFI) return BFI->getBlockProfileCount(Call.getParent(), AllowSynthetic); return None; } /// Returns true if the function's entry is hot. If it returns false, it /// either means it is not hot or it is unknown whether it is hot or not (for /// example, no profile data is available). bool ProfileSummaryInfo::isFunctionEntryHot(const Function *F) const { if (!F || !hasProfileSummary()) return false; auto FunctionCount = F->getEntryCount(); // FIXME: The heuristic used below for determining hotness is based on // preliminary SPEC tuning for inliner. This will eventually be a // convenience method that calls isHotCount. return FunctionCount && isHotCount(FunctionCount.getCount()); } /// Returns true if the function contains hot code. This can include a hot /// function entry count, hot basic block, or (in the case of Sample PGO) /// hot total call edge count. /// If it returns false, it either means it is not hot or it is unknown /// (for example, no profile data is available). bool ProfileSummaryInfo::isFunctionHotInCallGraph( const Function *F, BlockFrequencyInfo &BFI) const { if (!F || !hasProfileSummary()) return false; if (auto FunctionCount = F->getEntryCount()) if (isHotCount(FunctionCount.getCount())) return true; if (hasSampleProfile()) { uint64_t TotalCallCount = 0; for (const auto &BB : *F) for (const auto &I : BB) if (isa(I) || isa(I)) if (auto CallCount = getProfileCount(cast(I), nullptr)) TotalCallCount += CallCount.getValue(); if (isHotCount(TotalCallCount)) return true; } for (const auto &BB : *F) if (isHotBlock(&BB, &BFI)) return true; return false; } /// Returns true if the function only contains cold code. This means that /// the function entry and blocks are all cold, and (in the case of Sample PGO) /// the total call edge count is cold. /// If it returns false, it either means it is not cold or it is unknown /// (for example, no profile data is available). bool ProfileSummaryInfo::isFunctionColdInCallGraph( const Function *F, BlockFrequencyInfo &BFI) const { if (!F || !hasProfileSummary()) return false; if (auto FunctionCount = F->getEntryCount()) if (!isColdCount(FunctionCount.getCount())) return false; if (hasSampleProfile()) { uint64_t TotalCallCount = 0; for (const auto &BB : *F) for (const auto &I : BB) if (isa(I) || isa(I)) if (auto CallCount = getProfileCount(cast(I), nullptr)) TotalCallCount += CallCount.getValue(); if (!isColdCount(TotalCallCount)) return false; } for (const auto &BB : *F) if (!isColdBlock(&BB, &BFI)) return false; return true; } bool ProfileSummaryInfo::isFunctionHotnessUnknown(const Function &F) const { assert(hasPartialSampleProfile() && "Expect partial sample profile"); return !F.getEntryCount().hasValue(); } template bool ProfileSummaryInfo::isFunctionHotOrColdInCallGraphNthPercentile( int PercentileCutoff, const Function *F, BlockFrequencyInfo &BFI) const { if (!F || !hasProfileSummary()) return false; if (auto FunctionCount = F->getEntryCount()) { if (isHot && isHotCountNthPercentile(PercentileCutoff, FunctionCount.getCount())) return true; if (!isHot && !isColdCountNthPercentile(PercentileCutoff, FunctionCount.getCount())) return false; } if (hasSampleProfile()) { uint64_t TotalCallCount = 0; for (const auto &BB : *F) for (const auto &I : BB) if (isa(I) || isa(I)) if (auto CallCount = getProfileCount(cast(I), nullptr)) TotalCallCount += CallCount.getValue(); if (isHot && isHotCountNthPercentile(PercentileCutoff, TotalCallCount)) return true; if (!isHot && !isColdCountNthPercentile(PercentileCutoff, TotalCallCount)) return false; } for (const auto &BB : *F) { if (isHot && isHotBlockNthPercentile(PercentileCutoff, &BB, &BFI)) return true; if (!isHot && !isColdBlockNthPercentile(PercentileCutoff, &BB, &BFI)) return false; } return !isHot; } // Like isFunctionHotInCallGraph but for a given cutoff. bool ProfileSummaryInfo::isFunctionHotInCallGraphNthPercentile( int PercentileCutoff, const Function *F, BlockFrequencyInfo &BFI) const { return isFunctionHotOrColdInCallGraphNthPercentile( PercentileCutoff, F, BFI); } bool ProfileSummaryInfo::isFunctionColdInCallGraphNthPercentile( int PercentileCutoff, const Function *F, BlockFrequencyInfo &BFI) const { return isFunctionHotOrColdInCallGraphNthPercentile( PercentileCutoff, F, BFI); } /// Returns true if the function's entry is a cold. If it returns false, it /// either means it is not cold or it is unknown whether it is cold or not (for /// example, no profile data is available). bool ProfileSummaryInfo::isFunctionEntryCold(const Function *F) const { if (!F) return false; if (F->hasFnAttribute(Attribute::Cold)) return true; if (!hasProfileSummary()) return false; auto FunctionCount = F->getEntryCount(); // FIXME: The heuristic used below for determining coldness is based on // preliminary SPEC tuning for inliner. This will eventually be a // convenience method that calls isHotCount. return FunctionCount && isColdCount(FunctionCount.getCount()); } /// Compute the hot and cold thresholds. void ProfileSummaryInfo::computeThresholds() { auto &DetailedSummary = Summary->getDetailedSummary(); auto &HotEntry = ProfileSummaryBuilder::getEntryForPercentile( DetailedSummary, ProfileSummaryCutoffHot); HotCountThreshold = HotEntry.MinCount; if (ProfileSummaryHotCount.getNumOccurrences() > 0) HotCountThreshold = ProfileSummaryHotCount; auto &ColdEntry = ProfileSummaryBuilder::getEntryForPercentile( DetailedSummary, ProfileSummaryCutoffCold); ColdCountThreshold = ColdEntry.MinCount; if (ProfileSummaryColdCount.getNumOccurrences() > 0) ColdCountThreshold = ProfileSummaryColdCount; assert(ColdCountThreshold <= HotCountThreshold && "Cold count threshold cannot exceed hot count threshold!"); if (!hasPartialSampleProfile() || !ScalePartialSampleProfileWorkingSetSize) { HasHugeWorkingSetSize = HotEntry.NumCounts > ProfileSummaryHugeWorkingSetSizeThreshold; HasLargeWorkingSetSize = HotEntry.NumCounts > ProfileSummaryLargeWorkingSetSizeThreshold; } else { // Scale the working set size of the partial sample profile to reflect the // size of the program being compiled. double PartialProfileRatio = Summary->getPartialProfileRatio(); uint64_t ScaledHotEntryNumCounts = static_cast(HotEntry.NumCounts * PartialProfileRatio * PartialSampleProfileWorkingSetSizeScaleFactor); HasHugeWorkingSetSize = ScaledHotEntryNumCounts > ProfileSummaryHugeWorkingSetSizeThreshold; HasLargeWorkingSetSize = ScaledHotEntryNumCounts > ProfileSummaryLargeWorkingSetSizeThreshold; } } Optional ProfileSummaryInfo::computeThreshold(int PercentileCutoff) const { if (!hasProfileSummary()) return None; auto iter = ThresholdCache.find(PercentileCutoff); if (iter != ThresholdCache.end()) { return iter->second; } auto &DetailedSummary = Summary->getDetailedSummary(); auto &Entry = ProfileSummaryBuilder::getEntryForPercentile(DetailedSummary, PercentileCutoff); uint64_t CountThreshold = Entry.MinCount; ThresholdCache[PercentileCutoff] = CountThreshold; return CountThreshold; } bool ProfileSummaryInfo::hasHugeWorkingSetSize() const { return HasHugeWorkingSetSize && HasHugeWorkingSetSize.getValue(); } bool ProfileSummaryInfo::hasLargeWorkingSetSize() const { return HasLargeWorkingSetSize && HasLargeWorkingSetSize.getValue(); } bool ProfileSummaryInfo::isHotCount(uint64_t C) const { return HotCountThreshold && C >= HotCountThreshold.getValue(); } bool ProfileSummaryInfo::isColdCount(uint64_t C) const { return ColdCountThreshold && C <= ColdCountThreshold.getValue(); } template bool ProfileSummaryInfo::isHotOrColdCountNthPercentile(int PercentileCutoff, uint64_t C) const { auto CountThreshold = computeThreshold(PercentileCutoff); if (isHot) return CountThreshold && C >= CountThreshold.getValue(); else return CountThreshold && C <= CountThreshold.getValue(); } bool ProfileSummaryInfo::isHotCountNthPercentile(int PercentileCutoff, uint64_t C) const { return isHotOrColdCountNthPercentile(PercentileCutoff, C); } bool ProfileSummaryInfo::isColdCountNthPercentile(int PercentileCutoff, uint64_t C) const { return isHotOrColdCountNthPercentile(PercentileCutoff, C); } uint64_t ProfileSummaryInfo::getOrCompHotCountThreshold() const { return HotCountThreshold ? HotCountThreshold.getValue() : UINT64_MAX; } uint64_t ProfileSummaryInfo::getOrCompColdCountThreshold() const { return ColdCountThreshold ? ColdCountThreshold.getValue() : 0; } bool ProfileSummaryInfo::isHotBlock(const BasicBlock *BB, BlockFrequencyInfo *BFI) const { auto Count = BFI->getBlockProfileCount(BB); return Count && isHotCount(*Count); } bool ProfileSummaryInfo::isColdBlock(const BasicBlock *BB, BlockFrequencyInfo *BFI) const { auto Count = BFI->getBlockProfileCount(BB); return Count && isColdCount(*Count); } template bool ProfileSummaryInfo::isHotOrColdBlockNthPercentile( int PercentileCutoff, const BasicBlock *BB, BlockFrequencyInfo *BFI) const { auto Count = BFI->getBlockProfileCount(BB); if (isHot) return Count && isHotCountNthPercentile(PercentileCutoff, *Count); else return Count && isColdCountNthPercentile(PercentileCutoff, *Count); } bool ProfileSummaryInfo::isHotBlockNthPercentile( int PercentileCutoff, const BasicBlock *BB, BlockFrequencyInfo *BFI) const { return isHotOrColdBlockNthPercentile(PercentileCutoff, BB, BFI); } bool ProfileSummaryInfo::isColdBlockNthPercentile( int PercentileCutoff, const BasicBlock *BB, BlockFrequencyInfo *BFI) const { return isHotOrColdBlockNthPercentile(PercentileCutoff, BB, BFI); } bool ProfileSummaryInfo::isHotCallSite(const CallBase &CB, BlockFrequencyInfo *BFI) const { auto C = getProfileCount(CB, BFI); return C && isHotCount(*C); } bool ProfileSummaryInfo::isColdCallSite(const CallBase &CB, BlockFrequencyInfo *BFI) const { auto C = getProfileCount(CB, BFI); if (C) return isColdCount(*C); // In SamplePGO, if the caller has been sampled, and there is no profile // annotated on the callsite, we consider the callsite as cold. return hasSampleProfile() && CB.getCaller()->hasProfileData(); } bool ProfileSummaryInfo::hasPartialSampleProfile() const { return hasProfileSummary() && Summary->getKind() == ProfileSummary::PSK_Sample && (PartialProfile || Summary->isPartialProfile()); } INITIALIZE_PASS(ProfileSummaryInfoWrapperPass, "profile-summary-info", "Profile summary info", false, true) ProfileSummaryInfoWrapperPass::ProfileSummaryInfoWrapperPass() : ImmutablePass(ID) { initializeProfileSummaryInfoWrapperPassPass(*PassRegistry::getPassRegistry()); } bool ProfileSummaryInfoWrapperPass::doInitialization(Module &M) { PSI.reset(new ProfileSummaryInfo(M)); return false; } bool ProfileSummaryInfoWrapperPass::doFinalization(Module &M) { PSI.reset(); return false; } AnalysisKey ProfileSummaryAnalysis::Key; ProfileSummaryInfo ProfileSummaryAnalysis::run(Module &M, ModuleAnalysisManager &) { return ProfileSummaryInfo(M); } PreservedAnalyses ProfileSummaryPrinterPass::run(Module &M, ModuleAnalysisManager &AM) { ProfileSummaryInfo &PSI = AM.getResult(M); OS << "Functions in " << M.getName() << " with hot/cold annotations: \n"; for (auto &F : M) { OS << F.getName(); if (PSI.isFunctionEntryHot(&F)) OS << " :hot entry "; else if (PSI.isFunctionEntryCold(&F)) OS << " :cold entry "; OS << "\n"; } return PreservedAnalyses::all(); } char ProfileSummaryInfoWrapperPass::ID = 0;