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- //===- 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/Module.h"
- #include "llvm/IR/ProfileSummary.h"
- #include "llvm/InitializePasses.h"
- #include "llvm/ProfileData/ProfileCommon.h"
- #include "llvm/Support/CommandLine.h"
- #include <optional>
- using namespace llvm;
- // Knobs for profile summary based thresholds.
- namespace llvm {
- extern cl::opt<int> ProfileSummaryCutoffHot;
- extern cl::opt<int> ProfileSummaryCutoffCold;
- extern cl::opt<unsigned> ProfileSummaryHugeWorkingSetSizeThreshold;
- extern cl::opt<unsigned> ProfileSummaryLargeWorkingSetSizeThreshold;
- extern cl::opt<int> ProfileSummaryHotCount;
- extern cl::opt<int> ProfileSummaryColdCount;
- } // namespace llvm
- static cl::opt<bool> PartialProfile(
- "partial-profile", cl::Hidden, cl::init(false),
- cl::desc("Specify the current profile is used as a partial profile."));
- cl::opt<bool> 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<double> 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();
- }
- std::optional<uint64_t> ProfileSummaryInfo::getProfileCount(
- const CallBase &Call, BlockFrequencyInfo *BFI, bool AllowSynthetic) const {
- assert((isa<CallInst>(Call) || isa<InvokeInst>(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 std::nullopt.
- uint64_t TotalCount;
- if (Call.extractProfTotalWeight(TotalCount))
- return TotalCount;
- return std::nullopt;
- }
- if (BFI)
- return BFI->getBlockProfileCount(Call.getParent(), AllowSynthetic);
- return std::nullopt;
- }
- /// 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<CallInst>(I) || isa<InvokeInst>(I))
- if (auto CallCount = getProfileCount(cast<CallBase>(I), nullptr))
- TotalCallCount += *CallCount;
- 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<CallInst>(I) || isa<InvokeInst>(I))
- if (auto CallCount = getProfileCount(cast<CallBase>(I), nullptr))
- TotalCallCount += *CallCount;
- 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();
- }
- template <bool isHot>
- 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<CallInst>(I) || isa<InvokeInst>(I))
- if (auto CallCount = getProfileCount(cast<CallBase>(I), nullptr))
- TotalCallCount += *CallCount;
- 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<true>(
- PercentileCutoff, F, BFI);
- }
- bool ProfileSummaryInfo::isFunctionColdInCallGraphNthPercentile(
- int PercentileCutoff, const Function *F, BlockFrequencyInfo &BFI) const {
- return isFunctionHotOrColdInCallGraphNthPercentile<false>(
- 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 =
- ProfileSummaryBuilder::getHotCountThreshold(DetailedSummary);
- ColdCountThreshold =
- ProfileSummaryBuilder::getColdCountThreshold(DetailedSummary);
- 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<uint64_t>(HotEntry.NumCounts * PartialProfileRatio *
- PartialSampleProfileWorkingSetSizeScaleFactor);
- HasHugeWorkingSetSize =
- ScaledHotEntryNumCounts > ProfileSummaryHugeWorkingSetSizeThreshold;
- HasLargeWorkingSetSize =
- ScaledHotEntryNumCounts > ProfileSummaryLargeWorkingSetSizeThreshold;
- }
- }
- std::optional<uint64_t>
- ProfileSummaryInfo::computeThreshold(int PercentileCutoff) const {
- if (!hasProfileSummary())
- return std::nullopt;
- 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;
- }
- bool ProfileSummaryInfo::hasLargeWorkingSetSize() const {
- return HasLargeWorkingSetSize && *HasLargeWorkingSetSize;
- }
- bool ProfileSummaryInfo::isHotCount(uint64_t C) const {
- return HotCountThreshold && C >= *HotCountThreshold;
- }
- bool ProfileSummaryInfo::isColdCount(uint64_t C) const {
- return ColdCountThreshold && C <= *ColdCountThreshold;
- }
- template <bool isHot>
- bool ProfileSummaryInfo::isHotOrColdCountNthPercentile(int PercentileCutoff,
- uint64_t C) const {
- auto CountThreshold = computeThreshold(PercentileCutoff);
- if (isHot)
- return CountThreshold && C >= *CountThreshold;
- else
- return CountThreshold && C <= *CountThreshold;
- }
- bool ProfileSummaryInfo::isHotCountNthPercentile(int PercentileCutoff,
- uint64_t C) const {
- return isHotOrColdCountNthPercentile<true>(PercentileCutoff, C);
- }
- bool ProfileSummaryInfo::isColdCountNthPercentile(int PercentileCutoff,
- uint64_t C) const {
- return isHotOrColdCountNthPercentile<false>(PercentileCutoff, C);
- }
- uint64_t ProfileSummaryInfo::getOrCompHotCountThreshold() const {
- return HotCountThreshold.value_or(UINT64_MAX);
- }
- uint64_t ProfileSummaryInfo::getOrCompColdCountThreshold() const {
- return ColdCountThreshold.value_or(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 isHot>
- 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<true>(PercentileCutoff, BB, BFI);
- }
- bool ProfileSummaryInfo::isColdBlockNthPercentile(
- int PercentileCutoff, const BasicBlock *BB, BlockFrequencyInfo *BFI) const {
- return isHotOrColdBlockNthPercentile<false>(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<ProfileSummaryAnalysis>(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;
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