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- //===- SampleProfile.cpp - Incorporate sample profiles into the IR --------===//
- //
- // 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 implements the SampleProfileLoader transformation. This pass
- // reads a profile file generated by a sampling profiler (e.g. Linux Perf -
- // http://perf.wiki.kernel.org/) and generates IR metadata to reflect the
- // profile information in the given profile.
- //
- // This pass generates branch weight annotations on the IR:
- //
- // - prof: Represents branch weights. This annotation is added to branches
- // to indicate the weights of each edge coming out of the branch.
- // The weight of each edge is the weight of the target block for
- // that edge. The weight of a block B is computed as the maximum
- // number of samples found in B.
- //
- //===----------------------------------------------------------------------===//
- #include "llvm/Transforms/IPO/SampleProfile.h"
- #include "llvm/ADT/ArrayRef.h"
- #include "llvm/ADT/DenseMap.h"
- #include "llvm/ADT/DenseSet.h"
- #include "llvm/ADT/None.h"
- #include "llvm/ADT/PriorityQueue.h"
- #include "llvm/ADT/SCCIterator.h"
- #include "llvm/ADT/SmallPtrSet.h"
- #include "llvm/ADT/SmallSet.h"
- #include "llvm/ADT/SmallVector.h"
- #include "llvm/ADT/Statistic.h"
- #include "llvm/ADT/StringMap.h"
- #include "llvm/ADT/StringRef.h"
- #include "llvm/ADT/Twine.h"
- #include "llvm/Analysis/AssumptionCache.h"
- #include "llvm/Analysis/BlockFrequencyInfoImpl.h"
- #include "llvm/Analysis/CallGraph.h"
- #include "llvm/Analysis/CallGraphSCCPass.h"
- #include "llvm/Analysis/InlineAdvisor.h"
- #include "llvm/Analysis/InlineCost.h"
- #include "llvm/Analysis/LoopInfo.h"
- #include "llvm/Analysis/OptimizationRemarkEmitter.h"
- #include "llvm/Analysis/PostDominators.h"
- #include "llvm/Analysis/ProfileSummaryInfo.h"
- #include "llvm/Analysis/ReplayInlineAdvisor.h"
- #include "llvm/Analysis/TargetLibraryInfo.h"
- #include "llvm/Analysis/TargetTransformInfo.h"
- #include "llvm/IR/BasicBlock.h"
- #include "llvm/IR/CFG.h"
- #include "llvm/IR/DebugInfoMetadata.h"
- #include "llvm/IR/DebugLoc.h"
- #include "llvm/IR/DiagnosticInfo.h"
- #include "llvm/IR/Dominators.h"
- #include "llvm/IR/Function.h"
- #include "llvm/IR/GlobalValue.h"
- #include "llvm/IR/InstrTypes.h"
- #include "llvm/IR/Instruction.h"
- #include "llvm/IR/Instructions.h"
- #include "llvm/IR/IntrinsicInst.h"
- #include "llvm/IR/LLVMContext.h"
- #include "llvm/IR/MDBuilder.h"
- #include "llvm/IR/Module.h"
- #include "llvm/IR/PassManager.h"
- #include "llvm/IR/ValueSymbolTable.h"
- #include "llvm/InitializePasses.h"
- #include "llvm/Pass.h"
- #include "llvm/ProfileData/InstrProf.h"
- #include "llvm/ProfileData/SampleProf.h"
- #include "llvm/ProfileData/SampleProfReader.h"
- #include "llvm/Support/Casting.h"
- #include "llvm/Support/CommandLine.h"
- #include "llvm/Support/Debug.h"
- #include "llvm/Support/ErrorHandling.h"
- #include "llvm/Support/ErrorOr.h"
- #include "llvm/Support/GenericDomTree.h"
- #include "llvm/Support/raw_ostream.h"
- #include "llvm/Transforms/IPO.h"
- #include "llvm/Transforms/IPO/ProfiledCallGraph.h"
- #include "llvm/Transforms/IPO/SampleContextTracker.h"
- #include "llvm/Transforms/IPO/SampleProfileProbe.h"
- #include "llvm/Transforms/Instrumentation.h"
- #include "llvm/Transforms/Utils/CallPromotionUtils.h"
- #include "llvm/Transforms/Utils/Cloning.h"
- #include "llvm/Transforms/Utils/SampleProfileInference.h"
- #include "llvm/Transforms/Utils/SampleProfileLoaderBaseImpl.h"
- #include "llvm/Transforms/Utils/SampleProfileLoaderBaseUtil.h"
- #include <algorithm>
- #include <cassert>
- #include <cstdint>
- #include <functional>
- #include <limits>
- #include <map>
- #include <memory>
- #include <queue>
- #include <string>
- #include <system_error>
- #include <utility>
- #include <vector>
- using namespace llvm;
- using namespace sampleprof;
- using namespace llvm::sampleprofutil;
- using ProfileCount = Function::ProfileCount;
- #define DEBUG_TYPE "sample-profile"
- #define CSINLINE_DEBUG DEBUG_TYPE "-inline"
- STATISTIC(NumCSInlined,
- "Number of functions inlined with context sensitive profile");
- STATISTIC(NumCSNotInlined,
- "Number of functions not inlined with context sensitive profile");
- STATISTIC(NumMismatchedProfile,
- "Number of functions with CFG mismatched profile");
- STATISTIC(NumMatchedProfile, "Number of functions with CFG matched profile");
- STATISTIC(NumDuplicatedInlinesite,
- "Number of inlined callsites with a partial distribution factor");
- STATISTIC(NumCSInlinedHitMinLimit,
- "Number of functions with FDO inline stopped due to min size limit");
- STATISTIC(NumCSInlinedHitMaxLimit,
- "Number of functions with FDO inline stopped due to max size limit");
- STATISTIC(
- NumCSInlinedHitGrowthLimit,
- "Number of functions with FDO inline stopped due to growth size limit");
- // Command line option to specify the file to read samples from. This is
- // mainly used for debugging.
- static cl::opt<std::string> SampleProfileFile(
- "sample-profile-file", cl::init(""), cl::value_desc("filename"),
- cl::desc("Profile file loaded by -sample-profile"), cl::Hidden);
- // The named file contains a set of transformations that may have been applied
- // to the symbol names between the program from which the sample data was
- // collected and the current program's symbols.
- static cl::opt<std::string> SampleProfileRemappingFile(
- "sample-profile-remapping-file", cl::init(""), cl::value_desc("filename"),
- cl::desc("Profile remapping file loaded by -sample-profile"), cl::Hidden);
- static cl::opt<bool> ProfileSampleAccurate(
- "profile-sample-accurate", cl::Hidden, cl::init(false),
- cl::desc("If the sample profile is accurate, we will mark all un-sampled "
- "callsite and function as having 0 samples. Otherwise, treat "
- "un-sampled callsites and functions conservatively as unknown. "));
- static cl::opt<bool> ProfileSampleBlockAccurate(
- "profile-sample-block-accurate", cl::Hidden, cl::init(false),
- cl::desc("If the sample profile is accurate, we will mark all un-sampled "
- "branches and calls as having 0 samples. Otherwise, treat "
- "them conservatively as unknown. "));
- static cl::opt<bool> ProfileAccurateForSymsInList(
- "profile-accurate-for-symsinlist", cl::Hidden, cl::ZeroOrMore,
- cl::init(true),
- cl::desc("For symbols in profile symbol list, regard their profiles to "
- "be accurate. It may be overriden by profile-sample-accurate. "));
- static cl::opt<bool> ProfileMergeInlinee(
- "sample-profile-merge-inlinee", cl::Hidden, cl::init(true),
- cl::desc("Merge past inlinee's profile to outline version if sample "
- "profile loader decided not to inline a call site. It will "
- "only be enabled when top-down order of profile loading is "
- "enabled. "));
- static cl::opt<bool> ProfileTopDownLoad(
- "sample-profile-top-down-load", cl::Hidden, cl::init(true),
- cl::desc("Do profile annotation and inlining for functions in top-down "
- "order of call graph during sample profile loading. It only "
- "works for new pass manager. "));
- static cl::opt<bool>
- UseProfiledCallGraph("use-profiled-call-graph", cl::init(true), cl::Hidden,
- cl::desc("Process functions in a top-down order "
- "defined by the profiled call graph when "
- "-sample-profile-top-down-load is on."));
- cl::opt<bool>
- SortProfiledSCC("sort-profiled-scc-member", cl::init(true), cl::Hidden,
- cl::desc("Sort profiled recursion by edge weights."));
- static cl::opt<bool> ProfileSizeInline(
- "sample-profile-inline-size", cl::Hidden, cl::init(false),
- cl::desc("Inline cold call sites in profile loader if it's beneficial "
- "for code size."));
- cl::opt<int> ProfileInlineGrowthLimit(
- "sample-profile-inline-growth-limit", cl::Hidden, cl::init(12),
- cl::desc("The size growth ratio limit for proirity-based sample profile "
- "loader inlining."));
- cl::opt<int> ProfileInlineLimitMin(
- "sample-profile-inline-limit-min", cl::Hidden, cl::init(100),
- cl::desc("The lower bound of size growth limit for "
- "proirity-based sample profile loader inlining."));
- cl::opt<int> ProfileInlineLimitMax(
- "sample-profile-inline-limit-max", cl::Hidden, cl::init(10000),
- cl::desc("The upper bound of size growth limit for "
- "proirity-based sample profile loader inlining."));
- cl::opt<int> SampleHotCallSiteThreshold(
- "sample-profile-hot-inline-threshold", cl::Hidden, cl::init(3000),
- cl::desc("Hot callsite threshold for proirity-based sample profile loader "
- "inlining."));
- cl::opt<int> SampleColdCallSiteThreshold(
- "sample-profile-cold-inline-threshold", cl::Hidden, cl::init(45),
- cl::desc("Threshold for inlining cold callsites"));
- static cl::opt<unsigned> ProfileICPRelativeHotness(
- "sample-profile-icp-relative-hotness", cl::Hidden, cl::init(25),
- cl::desc(
- "Relative hotness percentage threshold for indirect "
- "call promotion in proirity-based sample profile loader inlining."));
- static cl::opt<unsigned> ProfileICPRelativeHotnessSkip(
- "sample-profile-icp-relative-hotness-skip", cl::Hidden, cl::init(1),
- cl::desc(
- "Skip relative hotness check for ICP up to given number of targets."));
- static cl::opt<bool> CallsitePrioritizedInline(
- "sample-profile-prioritized-inline", cl::Hidden, cl::ZeroOrMore,
- cl::init(false),
- cl::desc("Use call site prioritized inlining for sample profile loader."
- "Currently only CSSPGO is supported."));
- static cl::opt<bool> UsePreInlinerDecision(
- "sample-profile-use-preinliner", cl::Hidden, cl::ZeroOrMore,
- cl::init(false),
- cl::desc("Use the preinliner decisions stored in profile context."));
- static cl::opt<bool> AllowRecursiveInline(
- "sample-profile-recursive-inline", cl::Hidden, cl::ZeroOrMore,
- cl::init(false),
- cl::desc("Allow sample loader inliner to inline recursive calls."));
- static cl::opt<std::string> ProfileInlineReplayFile(
- "sample-profile-inline-replay", cl::init(""), cl::value_desc("filename"),
- cl::desc(
- "Optimization remarks file containing inline remarks to be replayed "
- "by inlining from sample profile loader."),
- cl::Hidden);
- static cl::opt<ReplayInlinerSettings::Scope> ProfileInlineReplayScope(
- "sample-profile-inline-replay-scope",
- cl::init(ReplayInlinerSettings::Scope::Function),
- cl::values(clEnumValN(ReplayInlinerSettings::Scope::Function, "Function",
- "Replay on functions that have remarks associated "
- "with them (default)"),
- clEnumValN(ReplayInlinerSettings::Scope::Module, "Module",
- "Replay on the entire module")),
- cl::desc("Whether inline replay should be applied to the entire "
- "Module or just the Functions (default) that are present as "
- "callers in remarks during sample profile inlining."),
- cl::Hidden);
- static cl::opt<ReplayInlinerSettings::Fallback> ProfileInlineReplayFallback(
- "sample-profile-inline-replay-fallback",
- cl::init(ReplayInlinerSettings::Fallback::Original),
- cl::values(
- clEnumValN(
- ReplayInlinerSettings::Fallback::Original, "Original",
- "All decisions not in replay send to original advisor (default)"),
- clEnumValN(ReplayInlinerSettings::Fallback::AlwaysInline,
- "AlwaysInline", "All decisions not in replay are inlined"),
- clEnumValN(ReplayInlinerSettings::Fallback::NeverInline, "NeverInline",
- "All decisions not in replay are not inlined")),
- cl::desc("How sample profile inline replay treats sites that don't come "
- "from the replay. Original: defers to original advisor, "
- "AlwaysInline: inline all sites not in replay, NeverInline: "
- "inline no sites not in replay"),
- cl::Hidden);
- static cl::opt<CallSiteFormat::Format> ProfileInlineReplayFormat(
- "sample-profile-inline-replay-format",
- cl::init(CallSiteFormat::Format::LineColumnDiscriminator),
- cl::values(
- clEnumValN(CallSiteFormat::Format::Line, "Line", "<Line Number>"),
- clEnumValN(CallSiteFormat::Format::LineColumn, "LineColumn",
- "<Line Number>:<Column Number>"),
- clEnumValN(CallSiteFormat::Format::LineDiscriminator,
- "LineDiscriminator", "<Line Number>.<Discriminator>"),
- clEnumValN(CallSiteFormat::Format::LineColumnDiscriminator,
- "LineColumnDiscriminator",
- "<Line Number>:<Column Number>.<Discriminator> (default)")),
- cl::desc("How sample profile inline replay file is formatted"), cl::Hidden);
- static cl::opt<unsigned>
- MaxNumPromotions("sample-profile-icp-max-prom", cl::init(3), cl::Hidden,
- cl::ZeroOrMore,
- cl::desc("Max number of promotions for a single indirect "
- "call callsite in sample profile loader"));
- static cl::opt<bool> OverwriteExistingWeights(
- "overwrite-existing-weights", cl::Hidden, cl::init(false),
- cl::desc("Ignore existing branch weights on IR and always overwrite."));
- namespace {
- using BlockWeightMap = DenseMap<const BasicBlock *, uint64_t>;
- using EquivalenceClassMap = DenseMap<const BasicBlock *, const BasicBlock *>;
- using Edge = std::pair<const BasicBlock *, const BasicBlock *>;
- using EdgeWeightMap = DenseMap<Edge, uint64_t>;
- using BlockEdgeMap =
- DenseMap<const BasicBlock *, SmallVector<const BasicBlock *, 8>>;
- class GUIDToFuncNameMapper {
- public:
- GUIDToFuncNameMapper(Module &M, SampleProfileReader &Reader,
- DenseMap<uint64_t, StringRef> &GUIDToFuncNameMap)
- : CurrentReader(Reader), CurrentModule(M),
- CurrentGUIDToFuncNameMap(GUIDToFuncNameMap) {
- if (!CurrentReader.useMD5())
- return;
- for (const auto &F : CurrentModule) {
- StringRef OrigName = F.getName();
- CurrentGUIDToFuncNameMap.insert(
- {Function::getGUID(OrigName), OrigName});
- // Local to global var promotion used by optimization like thinlto
- // will rename the var and add suffix like ".llvm.xxx" to the
- // original local name. In sample profile, the suffixes of function
- // names are all stripped. Since it is possible that the mapper is
- // built in post-thin-link phase and var promotion has been done,
- // we need to add the substring of function name without the suffix
- // into the GUIDToFuncNameMap.
- StringRef CanonName = FunctionSamples::getCanonicalFnName(F);
- if (CanonName != OrigName)
- CurrentGUIDToFuncNameMap.insert(
- {Function::getGUID(CanonName), CanonName});
- }
- // Update GUIDToFuncNameMap for each function including inlinees.
- SetGUIDToFuncNameMapForAll(&CurrentGUIDToFuncNameMap);
- }
- ~GUIDToFuncNameMapper() {
- if (!CurrentReader.useMD5())
- return;
- CurrentGUIDToFuncNameMap.clear();
- // Reset GUIDToFuncNameMap for of each function as they're no
- // longer valid at this point.
- SetGUIDToFuncNameMapForAll(nullptr);
- }
- private:
- void SetGUIDToFuncNameMapForAll(DenseMap<uint64_t, StringRef> *Map) {
- std::queue<FunctionSamples *> FSToUpdate;
- for (auto &IFS : CurrentReader.getProfiles()) {
- FSToUpdate.push(&IFS.second);
- }
- while (!FSToUpdate.empty()) {
- FunctionSamples *FS = FSToUpdate.front();
- FSToUpdate.pop();
- FS->GUIDToFuncNameMap = Map;
- for (const auto &ICS : FS->getCallsiteSamples()) {
- const FunctionSamplesMap &FSMap = ICS.second;
- for (auto &IFS : FSMap) {
- FunctionSamples &FS = const_cast<FunctionSamples &>(IFS.second);
- FSToUpdate.push(&FS);
- }
- }
- }
- }
- SampleProfileReader &CurrentReader;
- Module &CurrentModule;
- DenseMap<uint64_t, StringRef> &CurrentGUIDToFuncNameMap;
- };
- // Inline candidate used by iterative callsite prioritized inliner
- struct InlineCandidate {
- CallBase *CallInstr;
- const FunctionSamples *CalleeSamples;
- // Prorated callsite count, which will be used to guide inlining. For example,
- // if a callsite is duplicated in LTO prelink, then in LTO postlink the two
- // copies will get their own distribution factors and their prorated counts
- // will be used to decide if they should be inlined independently.
- uint64_t CallsiteCount;
- // Call site distribution factor to prorate the profile samples for a
- // duplicated callsite. Default value is 1.0.
- float CallsiteDistribution;
- };
- // Inline candidate comparer using call site weight
- struct CandidateComparer {
- bool operator()(const InlineCandidate &LHS, const InlineCandidate &RHS) {
- if (LHS.CallsiteCount != RHS.CallsiteCount)
- return LHS.CallsiteCount < RHS.CallsiteCount;
- const FunctionSamples *LCS = LHS.CalleeSamples;
- const FunctionSamples *RCS = RHS.CalleeSamples;
- assert(LCS && RCS && "Expect non-null FunctionSamples");
- // Tie breaker using number of samples try to favor smaller functions first
- if (LCS->getBodySamples().size() != RCS->getBodySamples().size())
- return LCS->getBodySamples().size() > RCS->getBodySamples().size();
- // Tie breaker using GUID so we have stable/deterministic inlining order
- return LCS->getGUID(LCS->getName()) < RCS->getGUID(RCS->getName());
- }
- };
- using CandidateQueue =
- PriorityQueue<InlineCandidate, std::vector<InlineCandidate>,
- CandidateComparer>;
- /// Sample profile pass.
- ///
- /// This pass reads profile data from the file specified by
- /// -sample-profile-file and annotates every affected function with the
- /// profile information found in that file.
- class SampleProfileLoader final
- : public SampleProfileLoaderBaseImpl<BasicBlock> {
- public:
- SampleProfileLoader(
- StringRef Name, StringRef RemapName, ThinOrFullLTOPhase LTOPhase,
- std::function<AssumptionCache &(Function &)> GetAssumptionCache,
- std::function<TargetTransformInfo &(Function &)> GetTargetTransformInfo,
- std::function<const TargetLibraryInfo &(Function &)> GetTLI)
- : SampleProfileLoaderBaseImpl(std::string(Name), std::string(RemapName)),
- GetAC(std::move(GetAssumptionCache)),
- GetTTI(std::move(GetTargetTransformInfo)), GetTLI(std::move(GetTLI)),
- LTOPhase(LTOPhase) {}
- bool doInitialization(Module &M, FunctionAnalysisManager *FAM = nullptr);
- bool runOnModule(Module &M, ModuleAnalysisManager *AM,
- ProfileSummaryInfo *_PSI, CallGraph *CG);
- protected:
- bool runOnFunction(Function &F, ModuleAnalysisManager *AM);
- bool emitAnnotations(Function &F);
- ErrorOr<uint64_t> getInstWeight(const Instruction &I) override;
- ErrorOr<uint64_t> getProbeWeight(const Instruction &I);
- const FunctionSamples *findCalleeFunctionSamples(const CallBase &I) const;
- const FunctionSamples *
- findFunctionSamples(const Instruction &I) const override;
- std::vector<const FunctionSamples *>
- findIndirectCallFunctionSamples(const Instruction &I, uint64_t &Sum) const;
- void findExternalInlineCandidate(CallBase *CB, const FunctionSamples *Samples,
- DenseSet<GlobalValue::GUID> &InlinedGUIDs,
- const StringMap<Function *> &SymbolMap,
- uint64_t Threshold);
- // Attempt to promote indirect call and also inline the promoted call
- bool tryPromoteAndInlineCandidate(
- Function &F, InlineCandidate &Candidate, uint64_t SumOrigin,
- uint64_t &Sum, SmallVector<CallBase *, 8> *InlinedCallSites = nullptr);
- bool inlineHotFunctions(Function &F,
- DenseSet<GlobalValue::GUID> &InlinedGUIDs);
- Optional<InlineCost> getExternalInlineAdvisorCost(CallBase &CB);
- bool getExternalInlineAdvisorShouldInline(CallBase &CB);
- InlineCost shouldInlineCandidate(InlineCandidate &Candidate);
- bool getInlineCandidate(InlineCandidate *NewCandidate, CallBase *CB);
- bool
- tryInlineCandidate(InlineCandidate &Candidate,
- SmallVector<CallBase *, 8> *InlinedCallSites = nullptr);
- bool
- inlineHotFunctionsWithPriority(Function &F,
- DenseSet<GlobalValue::GUID> &InlinedGUIDs);
- // Inline cold/small functions in addition to hot ones
- bool shouldInlineColdCallee(CallBase &CallInst);
- void emitOptimizationRemarksForInlineCandidates(
- const SmallVectorImpl<CallBase *> &Candidates, const Function &F,
- bool Hot);
- void promoteMergeNotInlinedContextSamples(
- DenseMap<CallBase *, const FunctionSamples *> NonInlinedCallSites,
- const Function &F);
- std::vector<Function *> buildFunctionOrder(Module &M, CallGraph *CG);
- std::unique_ptr<ProfiledCallGraph> buildProfiledCallGraph(CallGraph &CG);
- void generateMDProfMetadata(Function &F);
- /// Map from function name to Function *. Used to find the function from
- /// the function name. If the function name contains suffix, additional
- /// entry is added to map from the stripped name to the function if there
- /// is one-to-one mapping.
- StringMap<Function *> SymbolMap;
- std::function<AssumptionCache &(Function &)> GetAC;
- std::function<TargetTransformInfo &(Function &)> GetTTI;
- std::function<const TargetLibraryInfo &(Function &)> GetTLI;
- /// Profile tracker for different context.
- std::unique_ptr<SampleContextTracker> ContextTracker;
- /// Flag indicating whether input profile is context-sensitive
- bool ProfileIsCSFlat = false;
- /// Flag indicating which LTO/ThinLTO phase the pass is invoked in.
- ///
- /// We need to know the LTO phase because for example in ThinLTOPrelink
- /// phase, in annotation, we should not promote indirect calls. Instead,
- /// we will mark GUIDs that needs to be annotated to the function.
- ThinOrFullLTOPhase LTOPhase;
- /// Profle Symbol list tells whether a function name appears in the binary
- /// used to generate the current profile.
- std::unique_ptr<ProfileSymbolList> PSL;
- /// Total number of samples collected in this profile.
- ///
- /// This is the sum of all the samples collected in all the functions executed
- /// at runtime.
- uint64_t TotalCollectedSamples = 0;
- // Information recorded when we declined to inline a call site
- // because we have determined it is too cold is accumulated for
- // each callee function. Initially this is just the entry count.
- struct NotInlinedProfileInfo {
- uint64_t entryCount;
- };
- DenseMap<Function *, NotInlinedProfileInfo> notInlinedCallInfo;
- // GUIDToFuncNameMap saves the mapping from GUID to the symbol name, for
- // all the function symbols defined or declared in current module.
- DenseMap<uint64_t, StringRef> GUIDToFuncNameMap;
- // All the Names used in FunctionSamples including outline function
- // names, inline instance names and call target names.
- StringSet<> NamesInProfile;
- // For symbol in profile symbol list, whether to regard their profiles
- // to be accurate. It is mainly decided by existance of profile symbol
- // list and -profile-accurate-for-symsinlist flag, but it can be
- // overriden by -profile-sample-accurate or profile-sample-accurate
- // attribute.
- bool ProfAccForSymsInList;
- // External inline advisor used to replay inline decision from remarks.
- std::unique_ptr<InlineAdvisor> ExternalInlineAdvisor;
- // A pseudo probe helper to correlate the imported sample counts.
- std::unique_ptr<PseudoProbeManager> ProbeManager;
- };
- class SampleProfileLoaderLegacyPass : public ModulePass {
- public:
- // Class identification, replacement for typeinfo
- static char ID;
- SampleProfileLoaderLegacyPass(
- StringRef Name = SampleProfileFile,
- ThinOrFullLTOPhase LTOPhase = ThinOrFullLTOPhase::None)
- : ModulePass(ID), SampleLoader(
- Name, SampleProfileRemappingFile, LTOPhase,
- [&](Function &F) -> AssumptionCache & {
- return ACT->getAssumptionCache(F);
- },
- [&](Function &F) -> TargetTransformInfo & {
- return TTIWP->getTTI(F);
- },
- [&](Function &F) -> TargetLibraryInfo & {
- return TLIWP->getTLI(F);
- }) {
- initializeSampleProfileLoaderLegacyPassPass(
- *PassRegistry::getPassRegistry());
- }
- void dump() { SampleLoader.dump(); }
- bool doInitialization(Module &M) override {
- return SampleLoader.doInitialization(M);
- }
- StringRef getPassName() const override { return "Sample profile pass"; }
- bool runOnModule(Module &M) override;
- void getAnalysisUsage(AnalysisUsage &AU) const override {
- AU.addRequired<AssumptionCacheTracker>();
- AU.addRequired<TargetTransformInfoWrapperPass>();
- AU.addRequired<TargetLibraryInfoWrapperPass>();
- AU.addRequired<ProfileSummaryInfoWrapperPass>();
- }
- private:
- SampleProfileLoader SampleLoader;
- AssumptionCacheTracker *ACT = nullptr;
- TargetTransformInfoWrapperPass *TTIWP = nullptr;
- TargetLibraryInfoWrapperPass *TLIWP = nullptr;
- };
- } // end anonymous namespace
- ErrorOr<uint64_t> SampleProfileLoader::getInstWeight(const Instruction &Inst) {
- if (FunctionSamples::ProfileIsProbeBased)
- return getProbeWeight(Inst);
- const DebugLoc &DLoc = Inst.getDebugLoc();
- if (!DLoc)
- return std::error_code();
- // Ignore all intrinsics, phinodes and branch instructions.
- // Branch and phinodes instruction usually contains debug info from sources
- // outside of the residing basic block, thus we ignore them during annotation.
- if (isa<BranchInst>(Inst) || isa<IntrinsicInst>(Inst) || isa<PHINode>(Inst))
- return std::error_code();
- // For non-CS profile, if a direct call/invoke instruction is inlined in
- // profile (findCalleeFunctionSamples returns non-empty result), but not
- // inlined here, it means that the inlined callsite has no sample, thus the
- // call instruction should have 0 count.
- // For CS profile, the callsite count of previously inlined callees is
- // populated with the entry count of the callees.
- if (!ProfileIsCSFlat)
- if (const auto *CB = dyn_cast<CallBase>(&Inst))
- if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB))
- return 0;
- return getInstWeightImpl(Inst);
- }
- // Here use error_code to represent: 1) The dangling probe. 2) Ignore the weight
- // of non-probe instruction. So if all instructions of the BB give error_code,
- // tell the inference algorithm to infer the BB weight.
- ErrorOr<uint64_t> SampleProfileLoader::getProbeWeight(const Instruction &Inst) {
- assert(FunctionSamples::ProfileIsProbeBased &&
- "Profile is not pseudo probe based");
- Optional<PseudoProbe> Probe = extractProbe(Inst);
- // Ignore the non-probe instruction. If none of the instruction in the BB is
- // probe, we choose to infer the BB's weight.
- if (!Probe)
- return std::error_code();
- const FunctionSamples *FS = findFunctionSamples(Inst);
- // If none of the instruction has FunctionSample, we choose to return zero
- // value sample to indicate the BB is cold. This could happen when the
- // instruction is from inlinee and no profile data is found.
- // FIXME: This should not be affected by the source drift issue as 1) if the
- // newly added function is top-level inliner, it won't match the CFG checksum
- // in the function profile or 2) if it's the inlinee, the inlinee should have
- // a profile, otherwise it wouldn't be inlined. For non-probe based profile,
- // we can improve it by adding a switch for profile-sample-block-accurate for
- // block level counts in the future.
- if (!FS)
- return 0;
- // For non-CS profile, If a direct call/invoke instruction is inlined in
- // profile (findCalleeFunctionSamples returns non-empty result), but not
- // inlined here, it means that the inlined callsite has no sample, thus the
- // call instruction should have 0 count.
- // For CS profile, the callsite count of previously inlined callees is
- // populated with the entry count of the callees.
- if (!ProfileIsCSFlat)
- if (const auto *CB = dyn_cast<CallBase>(&Inst))
- if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB))
- return 0;
- const ErrorOr<uint64_t> &R = FS->findSamplesAt(Probe->Id, 0);
- if (R) {
- uint64_t Samples = R.get() * Probe->Factor;
- bool FirstMark = CoverageTracker.markSamplesUsed(FS, Probe->Id, 0, Samples);
- if (FirstMark) {
- ORE->emit([&]() {
- OptimizationRemarkAnalysis Remark(DEBUG_TYPE, "AppliedSamples", &Inst);
- Remark << "Applied " << ore::NV("NumSamples", Samples);
- Remark << " samples from profile (ProbeId=";
- Remark << ore::NV("ProbeId", Probe->Id);
- Remark << ", Factor=";
- Remark << ore::NV("Factor", Probe->Factor);
- Remark << ", OriginalSamples=";
- Remark << ore::NV("OriginalSamples", R.get());
- Remark << ")";
- return Remark;
- });
- }
- LLVM_DEBUG(dbgs() << " " << Probe->Id << ":" << Inst
- << " - weight: " << R.get() << " - factor: "
- << format("%0.2f", Probe->Factor) << ")\n");
- return Samples;
- }
- return R;
- }
- /// Get the FunctionSamples for a call instruction.
- ///
- /// The FunctionSamples of a call/invoke instruction \p Inst is the inlined
- /// instance in which that call instruction is calling to. It contains
- /// all samples that resides in the inlined instance. We first find the
- /// inlined instance in which the call instruction is from, then we
- /// traverse its children to find the callsite with the matching
- /// location.
- ///
- /// \param Inst Call/Invoke instruction to query.
- ///
- /// \returns The FunctionSamples pointer to the inlined instance.
- const FunctionSamples *
- SampleProfileLoader::findCalleeFunctionSamples(const CallBase &Inst) const {
- const DILocation *DIL = Inst.getDebugLoc();
- if (!DIL) {
- return nullptr;
- }
- StringRef CalleeName;
- if (Function *Callee = Inst.getCalledFunction())
- CalleeName = Callee->getName();
- if (ProfileIsCSFlat)
- return ContextTracker->getCalleeContextSamplesFor(Inst, CalleeName);
- const FunctionSamples *FS = findFunctionSamples(Inst);
- if (FS == nullptr)
- return nullptr;
- return FS->findFunctionSamplesAt(FunctionSamples::getCallSiteIdentifier(DIL),
- CalleeName, Reader->getRemapper());
- }
- /// Returns a vector of FunctionSamples that are the indirect call targets
- /// of \p Inst. The vector is sorted by the total number of samples. Stores
- /// the total call count of the indirect call in \p Sum.
- std::vector<const FunctionSamples *>
- SampleProfileLoader::findIndirectCallFunctionSamples(
- const Instruction &Inst, uint64_t &Sum) const {
- const DILocation *DIL = Inst.getDebugLoc();
- std::vector<const FunctionSamples *> R;
- if (!DIL) {
- return R;
- }
- auto FSCompare = [](const FunctionSamples *L, const FunctionSamples *R) {
- assert(L && R && "Expect non-null FunctionSamples");
- if (L->getEntrySamples() != R->getEntrySamples())
- return L->getEntrySamples() > R->getEntrySamples();
- return FunctionSamples::getGUID(L->getName()) <
- FunctionSamples::getGUID(R->getName());
- };
- if (ProfileIsCSFlat) {
- auto CalleeSamples =
- ContextTracker->getIndirectCalleeContextSamplesFor(DIL);
- if (CalleeSamples.empty())
- return R;
- // For CSSPGO, we only use target context profile's entry count
- // as that already includes both inlined callee and non-inlined ones..
- Sum = 0;
- for (const auto *const FS : CalleeSamples) {
- Sum += FS->getEntrySamples();
- R.push_back(FS);
- }
- llvm::sort(R, FSCompare);
- return R;
- }
- const FunctionSamples *FS = findFunctionSamples(Inst);
- if (FS == nullptr)
- return R;
- auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL);
- auto T = FS->findCallTargetMapAt(CallSite);
- Sum = 0;
- if (T)
- for (const auto &T_C : T.get())
- Sum += T_C.second;
- if (const FunctionSamplesMap *M = FS->findFunctionSamplesMapAt(CallSite)) {
- if (M->empty())
- return R;
- for (const auto &NameFS : *M) {
- Sum += NameFS.second.getEntrySamples();
- R.push_back(&NameFS.second);
- }
- llvm::sort(R, FSCompare);
- }
- return R;
- }
- const FunctionSamples *
- SampleProfileLoader::findFunctionSamples(const Instruction &Inst) const {
- if (FunctionSamples::ProfileIsProbeBased) {
- Optional<PseudoProbe> Probe = extractProbe(Inst);
- if (!Probe)
- return nullptr;
- }
- const DILocation *DIL = Inst.getDebugLoc();
- if (!DIL)
- return Samples;
- auto it = DILocation2SampleMap.try_emplace(DIL,nullptr);
- if (it.second) {
- if (ProfileIsCSFlat)
- it.first->second = ContextTracker->getContextSamplesFor(DIL);
- else
- it.first->second =
- Samples->findFunctionSamples(DIL, Reader->getRemapper());
- }
- return it.first->second;
- }
- /// Check whether the indirect call promotion history of \p Inst allows
- /// the promotion for \p Candidate.
- /// If the profile count for the promotion candidate \p Candidate is
- /// NOMORE_ICP_MAGICNUM, it means \p Candidate has already been promoted
- /// for \p Inst. If we already have at least MaxNumPromotions
- /// NOMORE_ICP_MAGICNUM count values in the value profile of \p Inst, we
- /// cannot promote for \p Inst anymore.
- static bool doesHistoryAllowICP(const Instruction &Inst, StringRef Candidate) {
- uint32_t NumVals = 0;
- uint64_t TotalCount = 0;
- std::unique_ptr<InstrProfValueData[]> ValueData =
- std::make_unique<InstrProfValueData[]>(MaxNumPromotions);
- bool Valid =
- getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions,
- ValueData.get(), NumVals, TotalCount, true);
- // No valid value profile so no promoted targets have been recorded
- // before. Ok to do ICP.
- if (!Valid)
- return true;
- unsigned NumPromoted = 0;
- for (uint32_t I = 0; I < NumVals; I++) {
- if (ValueData[I].Count != NOMORE_ICP_MAGICNUM)
- continue;
- // If the promotion candidate has NOMORE_ICP_MAGICNUM count in the
- // metadata, it means the candidate has been promoted for this
- // indirect call.
- if (ValueData[I].Value == Function::getGUID(Candidate))
- return false;
- NumPromoted++;
- // If already have MaxNumPromotions promotion, don't do it anymore.
- if (NumPromoted == MaxNumPromotions)
- return false;
- }
- return true;
- }
- /// Update indirect call target profile metadata for \p Inst.
- /// Usually \p Sum is the sum of counts of all the targets for \p Inst.
- /// If it is 0, it means updateIDTMetaData is used to mark a
- /// certain target to be promoted already. If it is not zero,
- /// we expect to use it to update the total count in the value profile.
- static void
- updateIDTMetaData(Instruction &Inst,
- const SmallVectorImpl<InstrProfValueData> &CallTargets,
- uint64_t Sum) {
- uint32_t NumVals = 0;
- // OldSum is the existing total count in the value profile data.
- uint64_t OldSum = 0;
- std::unique_ptr<InstrProfValueData[]> ValueData =
- std::make_unique<InstrProfValueData[]>(MaxNumPromotions);
- bool Valid =
- getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions,
- ValueData.get(), NumVals, OldSum, true);
- DenseMap<uint64_t, uint64_t> ValueCountMap;
- if (Sum == 0) {
- assert((CallTargets.size() == 1 &&
- CallTargets[0].Count == NOMORE_ICP_MAGICNUM) &&
- "If sum is 0, assume only one element in CallTargets "
- "with count being NOMORE_ICP_MAGICNUM");
- // Initialize ValueCountMap with existing value profile data.
- if (Valid) {
- for (uint32_t I = 0; I < NumVals; I++)
- ValueCountMap[ValueData[I].Value] = ValueData[I].Count;
- }
- auto Pair =
- ValueCountMap.try_emplace(CallTargets[0].Value, CallTargets[0].Count);
- // If the target already exists in value profile, decrease the total
- // count OldSum and reset the target's count to NOMORE_ICP_MAGICNUM.
- if (!Pair.second) {
- OldSum -= Pair.first->second;
- Pair.first->second = NOMORE_ICP_MAGICNUM;
- }
- Sum = OldSum;
- } else {
- // Initialize ValueCountMap with existing NOMORE_ICP_MAGICNUM
- // counts in the value profile.
- if (Valid) {
- for (uint32_t I = 0; I < NumVals; I++) {
- if (ValueData[I].Count == NOMORE_ICP_MAGICNUM)
- ValueCountMap[ValueData[I].Value] = ValueData[I].Count;
- }
- }
- for (const auto &Data : CallTargets) {
- auto Pair = ValueCountMap.try_emplace(Data.Value, Data.Count);
- if (Pair.second)
- continue;
- // The target represented by Data.Value has already been promoted.
- // Keep the count as NOMORE_ICP_MAGICNUM in the profile and decrease
- // Sum by Data.Count.
- assert(Sum >= Data.Count && "Sum should never be less than Data.Count");
- Sum -= Data.Count;
- }
- }
- SmallVector<InstrProfValueData, 8> NewCallTargets;
- for (const auto &ValueCount : ValueCountMap) {
- NewCallTargets.emplace_back(
- InstrProfValueData{ValueCount.first, ValueCount.second});
- }
- llvm::sort(NewCallTargets,
- [](const InstrProfValueData &L, const InstrProfValueData &R) {
- if (L.Count != R.Count)
- return L.Count > R.Count;
- return L.Value > R.Value;
- });
- uint32_t MaxMDCount =
- std::min(NewCallTargets.size(), static_cast<size_t>(MaxNumPromotions));
- annotateValueSite(*Inst.getParent()->getParent()->getParent(), Inst,
- NewCallTargets, Sum, IPVK_IndirectCallTarget, MaxMDCount);
- }
- /// Attempt to promote indirect call and also inline the promoted call.
- ///
- /// \param F Caller function.
- /// \param Candidate ICP and inline candidate.
- /// \param SumOrigin Original sum of target counts for indirect call before
- /// promoting given candidate.
- /// \param Sum Prorated sum of remaining target counts for indirect call
- /// after promoting given candidate.
- /// \param InlinedCallSite Output vector for new call sites exposed after
- /// inlining.
- bool SampleProfileLoader::tryPromoteAndInlineCandidate(
- Function &F, InlineCandidate &Candidate, uint64_t SumOrigin, uint64_t &Sum,
- SmallVector<CallBase *, 8> *InlinedCallSite) {
- auto CalleeFunctionName = Candidate.CalleeSamples->getFuncName();
- auto R = SymbolMap.find(CalleeFunctionName);
- if (R == SymbolMap.end() || !R->getValue())
- return false;
- auto &CI = *Candidate.CallInstr;
- if (!doesHistoryAllowICP(CI, R->getValue()->getName()))
- return false;
- const char *Reason = "Callee function not available";
- // R->getValue() != &F is to prevent promoting a recursive call.
- // If it is a recursive call, we do not inline it as it could bloat
- // the code exponentially. There is way to better handle this, e.g.
- // clone the caller first, and inline the cloned caller if it is
- // recursive. As llvm does not inline recursive calls, we will
- // simply ignore it instead of handling it explicitly.
- if (!R->getValue()->isDeclaration() && R->getValue()->getSubprogram() &&
- R->getValue()->hasFnAttribute("use-sample-profile") &&
- R->getValue() != &F && isLegalToPromote(CI, R->getValue(), &Reason)) {
- // For promoted target, set its value with NOMORE_ICP_MAGICNUM count
- // in the value profile metadata so the target won't be promoted again.
- SmallVector<InstrProfValueData, 1> SortedCallTargets = {InstrProfValueData{
- Function::getGUID(R->getValue()->getName()), NOMORE_ICP_MAGICNUM}};
- updateIDTMetaData(CI, SortedCallTargets, 0);
- auto *DI = &pgo::promoteIndirectCall(
- CI, R->getValue(), Candidate.CallsiteCount, Sum, false, ORE);
- if (DI) {
- Sum -= Candidate.CallsiteCount;
- // Do not prorate the indirect callsite distribution since the original
- // distribution will be used to scale down non-promoted profile target
- // counts later. By doing this we lose track of the real callsite count
- // for the leftover indirect callsite as a trade off for accurate call
- // target counts.
- // TODO: Ideally we would have two separate factors, one for call site
- // counts and one is used to prorate call target counts.
- // Do not update the promoted direct callsite distribution at this
- // point since the original distribution combined with the callee profile
- // will be used to prorate callsites from the callee if inlined. Once not
- // inlined, the direct callsite distribution should be prorated so that
- // the it will reflect the real callsite counts.
- Candidate.CallInstr = DI;
- if (isa<CallInst>(DI) || isa<InvokeInst>(DI)) {
- bool Inlined = tryInlineCandidate(Candidate, InlinedCallSite);
- if (!Inlined) {
- // Prorate the direct callsite distribution so that it reflects real
- // callsite counts.
- setProbeDistributionFactor(
- *DI, static_cast<float>(Candidate.CallsiteCount) / SumOrigin);
- }
- return Inlined;
- }
- }
- } else {
- LLVM_DEBUG(dbgs() << "\nFailed to promote indirect call to "
- << Candidate.CalleeSamples->getFuncName() << " because "
- << Reason << "\n");
- }
- return false;
- }
- bool SampleProfileLoader::shouldInlineColdCallee(CallBase &CallInst) {
- if (!ProfileSizeInline)
- return false;
- Function *Callee = CallInst.getCalledFunction();
- if (Callee == nullptr)
- return false;
- InlineCost Cost = getInlineCost(CallInst, getInlineParams(), GetTTI(*Callee),
- GetAC, GetTLI);
- if (Cost.isNever())
- return false;
- if (Cost.isAlways())
- return true;
- return Cost.getCost() <= SampleColdCallSiteThreshold;
- }
- void SampleProfileLoader::emitOptimizationRemarksForInlineCandidates(
- const SmallVectorImpl<CallBase *> &Candidates, const Function &F,
- bool Hot) {
- for (auto I : Candidates) {
- Function *CalledFunction = I->getCalledFunction();
- if (CalledFunction) {
- ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineAttempt",
- I->getDebugLoc(), I->getParent())
- << "previous inlining reattempted for "
- << (Hot ? "hotness: '" : "size: '")
- << ore::NV("Callee", CalledFunction) << "' into '"
- << ore::NV("Caller", &F) << "'");
- }
- }
- }
- void SampleProfileLoader::findExternalInlineCandidate(
- CallBase *CB, const FunctionSamples *Samples,
- DenseSet<GlobalValue::GUID> &InlinedGUIDs,
- const StringMap<Function *> &SymbolMap, uint64_t Threshold) {
- // If ExternalInlineAdvisor wants to inline an external function
- // make sure it's imported
- if (CB && getExternalInlineAdvisorShouldInline(*CB)) {
- // Samples may not exist for replayed function, if so
- // just add the direct GUID and move on
- if (!Samples) {
- InlinedGUIDs.insert(
- FunctionSamples::getGUID(CB->getCalledFunction()->getName()));
- return;
- }
- // Otherwise, drop the threshold to import everything that we can
- Threshold = 0;
- }
- assert(Samples && "expect non-null caller profile");
- // For AutoFDO profile, retrieve candidate profiles by walking over
- // the nested inlinee profiles.
- if (!ProfileIsCSFlat) {
- Samples->findInlinedFunctions(InlinedGUIDs, SymbolMap, Threshold);
- return;
- }
- ContextTrieNode *Caller =
- ContextTracker->getContextFor(Samples->getContext());
- std::queue<ContextTrieNode *> CalleeList;
- CalleeList.push(Caller);
- while (!CalleeList.empty()) {
- ContextTrieNode *Node = CalleeList.front();
- CalleeList.pop();
- FunctionSamples *CalleeSample = Node->getFunctionSamples();
- // For CSSPGO profile, retrieve candidate profile by walking over the
- // trie built for context profile. Note that also take call targets
- // even if callee doesn't have a corresponding context profile.
- if (!CalleeSample)
- continue;
- // If pre-inliner decision is used, honor that for importing as well.
- bool PreInline =
- UsePreInlinerDecision &&
- CalleeSample->getContext().hasAttribute(ContextShouldBeInlined);
- if (!PreInline && CalleeSample->getEntrySamples() < Threshold)
- continue;
- StringRef Name = CalleeSample->getFuncName();
- Function *Func = SymbolMap.lookup(Name);
- // Add to the import list only when it's defined out of module.
- if (!Func || Func->isDeclaration())
- InlinedGUIDs.insert(FunctionSamples::getGUID(CalleeSample->getName()));
- // Import hot CallTargets, which may not be available in IR because full
- // profile annotation cannot be done until backend compilation in ThinLTO.
- for (const auto &BS : CalleeSample->getBodySamples())
- for (const auto &TS : BS.second.getCallTargets())
- if (TS.getValue() > Threshold) {
- StringRef CalleeName = CalleeSample->getFuncName(TS.getKey());
- const Function *Callee = SymbolMap.lookup(CalleeName);
- if (!Callee || Callee->isDeclaration())
- InlinedGUIDs.insert(FunctionSamples::getGUID(TS.getKey()));
- }
- // Import hot child context profile associted with callees. Note that this
- // may have some overlap with the call target loop above, but doing this
- // based child context profile again effectively allow us to use the max of
- // entry count and call target count to determine importing.
- for (auto &Child : Node->getAllChildContext()) {
- ContextTrieNode *CalleeNode = &Child.second;
- CalleeList.push(CalleeNode);
- }
- }
- }
- /// Iteratively inline hot callsites of a function.
- ///
- /// Iteratively traverse all callsites of the function \p F, and find if
- /// the corresponding inlined instance exists and is hot in profile. If
- /// it is hot enough, inline the callsites and adds new callsites of the
- /// callee into the caller. If the call is an indirect call, first promote
- /// it to direct call. Each indirect call is limited with a single target.
- ///
- /// \param F function to perform iterative inlining.
- /// \param InlinedGUIDs a set to be updated to include all GUIDs that are
- /// inlined in the profiled binary.
- ///
- /// \returns True if there is any inline happened.
- bool SampleProfileLoader::inlineHotFunctions(
- Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) {
- // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure
- // Profile symbol list is ignored when profile-sample-accurate is on.
- assert((!ProfAccForSymsInList ||
- (!ProfileSampleAccurate &&
- !F.hasFnAttribute("profile-sample-accurate"))) &&
- "ProfAccForSymsInList should be false when profile-sample-accurate "
- "is enabled");
- DenseMap<CallBase *, const FunctionSamples *> LocalNotInlinedCallSites;
- bool Changed = false;
- bool LocalChanged = true;
- while (LocalChanged) {
- LocalChanged = false;
- SmallVector<CallBase *, 10> CIS;
- for (auto &BB : F) {
- bool Hot = false;
- SmallVector<CallBase *, 10> AllCandidates;
- SmallVector<CallBase *, 10> ColdCandidates;
- for (auto &I : BB.getInstList()) {
- const FunctionSamples *FS = nullptr;
- if (auto *CB = dyn_cast<CallBase>(&I)) {
- if (!isa<IntrinsicInst>(I)) {
- if ((FS = findCalleeFunctionSamples(*CB))) {
- assert((!FunctionSamples::UseMD5 || FS->GUIDToFuncNameMap) &&
- "GUIDToFuncNameMap has to be populated");
- AllCandidates.push_back(CB);
- if (FS->getEntrySamples() > 0 || ProfileIsCSFlat)
- LocalNotInlinedCallSites.try_emplace(CB, FS);
- if (callsiteIsHot(FS, PSI, ProfAccForSymsInList))
- Hot = true;
- else if (shouldInlineColdCallee(*CB))
- ColdCandidates.push_back(CB);
- } else if (getExternalInlineAdvisorShouldInline(*CB)) {
- AllCandidates.push_back(CB);
- }
- }
- }
- }
- if (Hot || ExternalInlineAdvisor) {
- CIS.insert(CIS.begin(), AllCandidates.begin(), AllCandidates.end());
- emitOptimizationRemarksForInlineCandidates(AllCandidates, F, true);
- } else {
- CIS.insert(CIS.begin(), ColdCandidates.begin(), ColdCandidates.end());
- emitOptimizationRemarksForInlineCandidates(ColdCandidates, F, false);
- }
- }
- for (CallBase *I : CIS) {
- Function *CalledFunction = I->getCalledFunction();
- InlineCandidate Candidate = {I, LocalNotInlinedCallSites.lookup(I),
- 0 /* dummy count */,
- 1.0 /* dummy distribution factor */};
- // Do not inline recursive calls.
- if (CalledFunction == &F)
- continue;
- if (I->isIndirectCall()) {
- uint64_t Sum;
- for (const auto *FS : findIndirectCallFunctionSamples(*I, Sum)) {
- uint64_t SumOrigin = Sum;
- if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
- findExternalInlineCandidate(I, FS, InlinedGUIDs, SymbolMap,
- PSI->getOrCompHotCountThreshold());
- continue;
- }
- if (!callsiteIsHot(FS, PSI, ProfAccForSymsInList))
- continue;
- Candidate = {I, FS, FS->getEntrySamples(), 1.0};
- if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum)) {
- LocalNotInlinedCallSites.erase(I);
- LocalChanged = true;
- }
- }
- } else if (CalledFunction && CalledFunction->getSubprogram() &&
- !CalledFunction->isDeclaration()) {
- if (tryInlineCandidate(Candidate)) {
- LocalNotInlinedCallSites.erase(I);
- LocalChanged = true;
- }
- } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
- findExternalInlineCandidate(I, findCalleeFunctionSamples(*I),
- InlinedGUIDs, SymbolMap,
- PSI->getOrCompHotCountThreshold());
- }
- }
- Changed |= LocalChanged;
- }
- // For CS profile, profile for not inlined context will be merged when
- // base profile is being retrieved.
- if (!FunctionSamples::ProfileIsCSFlat)
- promoteMergeNotInlinedContextSamples(LocalNotInlinedCallSites, F);
- return Changed;
- }
- bool SampleProfileLoader::tryInlineCandidate(
- InlineCandidate &Candidate, SmallVector<CallBase *, 8> *InlinedCallSites) {
- CallBase &CB = *Candidate.CallInstr;
- Function *CalledFunction = CB.getCalledFunction();
- assert(CalledFunction && "Expect a callee with definition");
- DebugLoc DLoc = CB.getDebugLoc();
- BasicBlock *BB = CB.getParent();
- InlineCost Cost = shouldInlineCandidate(Candidate);
- if (Cost.isNever()) {
- ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineFail", DLoc, BB)
- << "incompatible inlining");
- return false;
- }
- if (!Cost)
- return false;
- InlineFunctionInfo IFI(nullptr, GetAC);
- IFI.UpdateProfile = false;
- if (InlineFunction(CB, IFI).isSuccess()) {
- // Merge the attributes based on the inlining.
- AttributeFuncs::mergeAttributesForInlining(*BB->getParent(),
- *CalledFunction);
- // The call to InlineFunction erases I, so we can't pass it here.
- emitInlinedIntoBasedOnCost(*ORE, DLoc, BB, *CalledFunction,
- *BB->getParent(), Cost, true, CSINLINE_DEBUG);
- // Now populate the list of newly exposed call sites.
- if (InlinedCallSites) {
- InlinedCallSites->clear();
- for (auto &I : IFI.InlinedCallSites)
- InlinedCallSites->push_back(I);
- }
- if (ProfileIsCSFlat)
- ContextTracker->markContextSamplesInlined(Candidate.CalleeSamples);
- ++NumCSInlined;
- // Prorate inlined probes for a duplicated inlining callsite which probably
- // has a distribution less than 100%. Samples for an inlinee should be
- // distributed among the copies of the original callsite based on each
- // callsite's distribution factor for counts accuracy. Note that an inlined
- // probe may come with its own distribution factor if it has been duplicated
- // in the inlinee body. The two factor are multiplied to reflect the
- // aggregation of duplication.
- if (Candidate.CallsiteDistribution < 1) {
- for (auto &I : IFI.InlinedCallSites) {
- if (Optional<PseudoProbe> Probe = extractProbe(*I))
- setProbeDistributionFactor(*I, Probe->Factor *
- Candidate.CallsiteDistribution);
- }
- NumDuplicatedInlinesite++;
- }
- return true;
- }
- return false;
- }
- bool SampleProfileLoader::getInlineCandidate(InlineCandidate *NewCandidate,
- CallBase *CB) {
- assert(CB && "Expect non-null call instruction");
- if (isa<IntrinsicInst>(CB))
- return false;
- // Find the callee's profile. For indirect call, find hottest target profile.
- const FunctionSamples *CalleeSamples = findCalleeFunctionSamples(*CB);
- // If ExternalInlineAdvisor wants to inline this site, do so even
- // if Samples are not present.
- if (!CalleeSamples && !getExternalInlineAdvisorShouldInline(*CB))
- return false;
- float Factor = 1.0;
- if (Optional<PseudoProbe> Probe = extractProbe(*CB))
- Factor = Probe->Factor;
- uint64_t CallsiteCount = 0;
- ErrorOr<uint64_t> Weight = getBlockWeight(CB->getParent());
- if (Weight)
- CallsiteCount = Weight.get();
- if (CalleeSamples)
- CallsiteCount = std::max(
- CallsiteCount, uint64_t(CalleeSamples->getEntrySamples() * Factor));
- *NewCandidate = {CB, CalleeSamples, CallsiteCount, Factor};
- return true;
- }
- Optional<InlineCost>
- SampleProfileLoader::getExternalInlineAdvisorCost(CallBase &CB) {
- std::unique_ptr<InlineAdvice> Advice = nullptr;
- if (ExternalInlineAdvisor) {
- Advice = ExternalInlineAdvisor->getAdvice(CB);
- if (Advice) {
- if (!Advice->isInliningRecommended()) {
- Advice->recordUnattemptedInlining();
- return InlineCost::getNever("not previously inlined");
- }
- Advice->recordInlining();
- return InlineCost::getAlways("previously inlined");
- }
- }
- return {};
- }
- bool SampleProfileLoader::getExternalInlineAdvisorShouldInline(CallBase &CB) {
- Optional<InlineCost> Cost = getExternalInlineAdvisorCost(CB);
- return Cost ? !!Cost.getValue() : false;
- }
- InlineCost
- SampleProfileLoader::shouldInlineCandidate(InlineCandidate &Candidate) {
- if (Optional<InlineCost> ReplayCost =
- getExternalInlineAdvisorCost(*Candidate.CallInstr))
- return ReplayCost.getValue();
- // Adjust threshold based on call site hotness, only do this for callsite
- // prioritized inliner because otherwise cost-benefit check is done earlier.
- int SampleThreshold = SampleColdCallSiteThreshold;
- if (CallsitePrioritizedInline) {
- if (Candidate.CallsiteCount > PSI->getHotCountThreshold())
- SampleThreshold = SampleHotCallSiteThreshold;
- else if (!ProfileSizeInline)
- return InlineCost::getNever("cold callsite");
- }
- Function *Callee = Candidate.CallInstr->getCalledFunction();
- assert(Callee && "Expect a definition for inline candidate of direct call");
- InlineParams Params = getInlineParams();
- // We will ignore the threshold from inline cost, so always get full cost.
- Params.ComputeFullInlineCost = true;
- Params.AllowRecursiveCall = AllowRecursiveInline;
- // Checks if there is anything in the reachable portion of the callee at
- // this callsite that makes this inlining potentially illegal. Need to
- // set ComputeFullInlineCost, otherwise getInlineCost may return early
- // when cost exceeds threshold without checking all IRs in the callee.
- // The acutal cost does not matter because we only checks isNever() to
- // see if it is legal to inline the callsite.
- InlineCost Cost = getInlineCost(*Candidate.CallInstr, Callee, Params,
- GetTTI(*Callee), GetAC, GetTLI);
- // Honor always inline and never inline from call analyzer
- if (Cost.isNever() || Cost.isAlways())
- return Cost;
- // With CSSPGO, the preinliner in llvm-profgen can estimate global inline
- // decisions based on hotness as well as accurate function byte sizes for
- // given context using function/inlinee sizes from previous build. It
- // stores the decision in profile, and also adjust/merge context profile
- // aiming at better context-sensitive post-inline profile quality, assuming
- // all inline decision estimates are going to be honored by compiler. Here
- // we replay that inline decision under `sample-profile-use-preinliner`.
- // Note that we don't need to handle negative decision from preinliner as
- // context profile for not inlined calls are merged by preinliner already.
- if (UsePreInlinerDecision && Candidate.CalleeSamples) {
- // Once two node are merged due to promotion, we're losing some context
- // so the original context-sensitive preinliner decision should be ignored
- // for SyntheticContext.
- SampleContext &Context = Candidate.CalleeSamples->getContext();
- if (!Context.hasState(SyntheticContext) &&
- Context.hasAttribute(ContextShouldBeInlined))
- return InlineCost::getAlways("preinliner");
- }
- // For old FDO inliner, we inline the call site as long as cost is not
- // "Never". The cost-benefit check is done earlier.
- if (!CallsitePrioritizedInline) {
- return InlineCost::get(Cost.getCost(), INT_MAX);
- }
- // Otherwise only use the cost from call analyzer, but overwite threshold with
- // Sample PGO threshold.
- return InlineCost::get(Cost.getCost(), SampleThreshold);
- }
- bool SampleProfileLoader::inlineHotFunctionsWithPriority(
- Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) {
- // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure
- // Profile symbol list is ignored when profile-sample-accurate is on.
- assert((!ProfAccForSymsInList ||
- (!ProfileSampleAccurate &&
- !F.hasFnAttribute("profile-sample-accurate"))) &&
- "ProfAccForSymsInList should be false when profile-sample-accurate "
- "is enabled");
- // Populating worklist with initial call sites from root inliner, along
- // with call site weights.
- CandidateQueue CQueue;
- InlineCandidate NewCandidate;
- for (auto &BB : F) {
- for (auto &I : BB.getInstList()) {
- auto *CB = dyn_cast<CallBase>(&I);
- if (!CB)
- continue;
- if (getInlineCandidate(&NewCandidate, CB))
- CQueue.push(NewCandidate);
- }
- }
- // Cap the size growth from profile guided inlining. This is needed even
- // though cost of each inline candidate already accounts for callee size,
- // because with top-down inlining, we can grow inliner size significantly
- // with large number of smaller inlinees each pass the cost check.
- assert(ProfileInlineLimitMax >= ProfileInlineLimitMin &&
- "Max inline size limit should not be smaller than min inline size "
- "limit.");
- unsigned SizeLimit = F.getInstructionCount() * ProfileInlineGrowthLimit;
- SizeLimit = std::min(SizeLimit, (unsigned)ProfileInlineLimitMax);
- SizeLimit = std::max(SizeLimit, (unsigned)ProfileInlineLimitMin);
- if (ExternalInlineAdvisor)
- SizeLimit = std::numeric_limits<unsigned>::max();
- DenseMap<CallBase *, const FunctionSamples *> LocalNotInlinedCallSites;
- // Perform iterative BFS call site prioritized inlining
- bool Changed = false;
- while (!CQueue.empty() && F.getInstructionCount() < SizeLimit) {
- InlineCandidate Candidate = CQueue.top();
- CQueue.pop();
- CallBase *I = Candidate.CallInstr;
- Function *CalledFunction = I->getCalledFunction();
- if (CalledFunction == &F)
- continue;
- if (I->isIndirectCall()) {
- uint64_t Sum = 0;
- auto CalleeSamples = findIndirectCallFunctionSamples(*I, Sum);
- uint64_t SumOrigin = Sum;
- Sum *= Candidate.CallsiteDistribution;
- unsigned ICPCount = 0;
- for (const auto *FS : CalleeSamples) {
- // TODO: Consider disable pre-lTO ICP for MonoLTO as well
- if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
- findExternalInlineCandidate(I, FS, InlinedGUIDs, SymbolMap,
- PSI->getOrCompHotCountThreshold());
- continue;
- }
- uint64_t EntryCountDistributed =
- FS->getEntrySamples() * Candidate.CallsiteDistribution;
- // In addition to regular inline cost check, we also need to make sure
- // ICP isn't introducing excessive speculative checks even if individual
- // target looks beneficial to promote and inline. That means we should
- // only do ICP when there's a small number dominant targets.
- if (ICPCount >= ProfileICPRelativeHotnessSkip &&
- EntryCountDistributed * 100 < SumOrigin * ProfileICPRelativeHotness)
- break;
- // TODO: Fix CallAnalyzer to handle all indirect calls.
- // For indirect call, we don't run CallAnalyzer to get InlineCost
- // before actual inlining. This is because we could see two different
- // types from the same definition, which makes CallAnalyzer choke as
- // it's expecting matching parameter type on both caller and callee
- // side. See example from PR18962 for the triggering cases (the bug was
- // fixed, but we generate different types).
- if (!PSI->isHotCount(EntryCountDistributed))
- break;
- SmallVector<CallBase *, 8> InlinedCallSites;
- // Attach function profile for promoted indirect callee, and update
- // call site count for the promoted inline candidate too.
- Candidate = {I, FS, EntryCountDistributed,
- Candidate.CallsiteDistribution};
- if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum,
- &InlinedCallSites)) {
- for (auto *CB : InlinedCallSites) {
- if (getInlineCandidate(&NewCandidate, CB))
- CQueue.emplace(NewCandidate);
- }
- ICPCount++;
- Changed = true;
- } else if (!ContextTracker) {
- LocalNotInlinedCallSites.try_emplace(I, FS);
- }
- }
- } else if (CalledFunction && CalledFunction->getSubprogram() &&
- !CalledFunction->isDeclaration()) {
- SmallVector<CallBase *, 8> InlinedCallSites;
- if (tryInlineCandidate(Candidate, &InlinedCallSites)) {
- for (auto *CB : InlinedCallSites) {
- if (getInlineCandidate(&NewCandidate, CB))
- CQueue.emplace(NewCandidate);
- }
- Changed = true;
- } else if (!ContextTracker) {
- LocalNotInlinedCallSites.try_emplace(I, Candidate.CalleeSamples);
- }
- } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
- findExternalInlineCandidate(I, findCalleeFunctionSamples(*I),
- InlinedGUIDs, SymbolMap,
- PSI->getOrCompHotCountThreshold());
- }
- }
- if (!CQueue.empty()) {
- if (SizeLimit == (unsigned)ProfileInlineLimitMax)
- ++NumCSInlinedHitMaxLimit;
- else if (SizeLimit == (unsigned)ProfileInlineLimitMin)
- ++NumCSInlinedHitMinLimit;
- else
- ++NumCSInlinedHitGrowthLimit;
- }
- // For CS profile, profile for not inlined context will be merged when
- // base profile is being retrieved.
- if (!FunctionSamples::ProfileIsCSFlat)
- promoteMergeNotInlinedContextSamples(LocalNotInlinedCallSites, F);
- return Changed;
- }
- void SampleProfileLoader::promoteMergeNotInlinedContextSamples(
- DenseMap<CallBase *, const FunctionSamples *> NonInlinedCallSites,
- const Function &F) {
- // Accumulate not inlined callsite information into notInlinedSamples
- for (const auto &Pair : NonInlinedCallSites) {
- CallBase *I = Pair.getFirst();
- Function *Callee = I->getCalledFunction();
- if (!Callee || Callee->isDeclaration())
- continue;
- ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "NotInline",
- I->getDebugLoc(), I->getParent())
- << "previous inlining not repeated: '"
- << ore::NV("Callee", Callee) << "' into '"
- << ore::NV("Caller", &F) << "'");
- ++NumCSNotInlined;
- const FunctionSamples *FS = Pair.getSecond();
- if (FS->getTotalSamples() == 0 && FS->getEntrySamples() == 0) {
- continue;
- }
- if (ProfileMergeInlinee) {
- // A function call can be replicated by optimizations like callsite
- // splitting or jump threading and the replicates end up sharing the
- // sample nested callee profile instead of slicing the original
- // inlinee's profile. We want to do merge exactly once by filtering out
- // callee profiles with a non-zero head sample count.
- if (FS->getHeadSamples() == 0) {
- // Use entry samples as head samples during the merge, as inlinees
- // don't have head samples.
- const_cast<FunctionSamples *>(FS)->addHeadSamples(
- FS->getEntrySamples());
- // Note that we have to do the merge right after processing function.
- // This allows OutlineFS's profile to be used for annotation during
- // top-down processing of functions' annotation.
- FunctionSamples *OutlineFS = Reader->getOrCreateSamplesFor(*Callee);
- OutlineFS->merge(*FS, 1);
- // Set outlined profile to be synthetic to not bias the inliner.
- OutlineFS->SetContextSynthetic();
- }
- } else {
- auto pair =
- notInlinedCallInfo.try_emplace(Callee, NotInlinedProfileInfo{0});
- pair.first->second.entryCount += FS->getEntrySamples();
- }
- }
- }
- /// Returns the sorted CallTargetMap \p M by count in descending order.
- static SmallVector<InstrProfValueData, 2>
- GetSortedValueDataFromCallTargets(const SampleRecord::CallTargetMap &M) {
- SmallVector<InstrProfValueData, 2> R;
- for (const auto &I : SampleRecord::SortCallTargets(M)) {
- R.emplace_back(
- InstrProfValueData{FunctionSamples::getGUID(I.first), I.second});
- }
- return R;
- }
- // Generate MD_prof metadata for every branch instruction using the
- // edge weights computed during propagation.
- void SampleProfileLoader::generateMDProfMetadata(Function &F) {
- // Generate MD_prof metadata for every branch instruction using the
- // edge weights computed during propagation.
- LLVM_DEBUG(dbgs() << "\nPropagation complete. Setting branch weights\n");
- LLVMContext &Ctx = F.getContext();
- MDBuilder MDB(Ctx);
- for (auto &BI : F) {
- BasicBlock *BB = &BI;
- if (BlockWeights[BB]) {
- for (auto &I : BB->getInstList()) {
- if (!isa<CallInst>(I) && !isa<InvokeInst>(I))
- continue;
- if (!cast<CallBase>(I).getCalledFunction()) {
- const DebugLoc &DLoc = I.getDebugLoc();
- if (!DLoc)
- continue;
- const DILocation *DIL = DLoc;
- const FunctionSamples *FS = findFunctionSamples(I);
- if (!FS)
- continue;
- auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL);
- auto T = FS->findCallTargetMapAt(CallSite);
- if (!T || T.get().empty())
- continue;
- if (FunctionSamples::ProfileIsProbeBased) {
- // Prorate the callsite counts based on the pre-ICP distribution
- // factor to reflect what is already done to the callsite before
- // ICP, such as calliste cloning.
- if (Optional<PseudoProbe> Probe = extractProbe(I)) {
- if (Probe->Factor < 1)
- T = SampleRecord::adjustCallTargets(T.get(), Probe->Factor);
- }
- }
- SmallVector<InstrProfValueData, 2> SortedCallTargets =
- GetSortedValueDataFromCallTargets(T.get());
- uint64_t Sum = 0;
- for (const auto &C : T.get())
- Sum += C.second;
- // With CSSPGO all indirect call targets are counted torwards the
- // original indirect call site in the profile, including both
- // inlined and non-inlined targets.
- if (!FunctionSamples::ProfileIsCSFlat) {
- if (const FunctionSamplesMap *M =
- FS->findFunctionSamplesMapAt(CallSite)) {
- for (const auto &NameFS : *M)
- Sum += NameFS.second.getEntrySamples();
- }
- }
- if (Sum)
- updateIDTMetaData(I, SortedCallTargets, Sum);
- else if (OverwriteExistingWeights)
- I.setMetadata(LLVMContext::MD_prof, nullptr);
- } else if (!isa<IntrinsicInst>(&I)) {
- I.setMetadata(LLVMContext::MD_prof,
- MDB.createBranchWeights(
- {static_cast<uint32_t>(BlockWeights[BB])}));
- }
- }
- } else if (OverwriteExistingWeights || ProfileSampleBlockAccurate) {
- // Set profile metadata (possibly annotated by LTO prelink) to zero or
- // clear it for cold code.
- for (auto &I : BB->getInstList()) {
- if (isa<CallInst>(I) || isa<InvokeInst>(I)) {
- if (cast<CallBase>(I).isIndirectCall())
- I.setMetadata(LLVMContext::MD_prof, nullptr);
- else
- I.setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(0));
- }
- }
- }
- Instruction *TI = BB->getTerminator();
- if (TI->getNumSuccessors() == 1)
- continue;
- if (!isa<BranchInst>(TI) && !isa<SwitchInst>(TI) &&
- !isa<IndirectBrInst>(TI))
- continue;
- DebugLoc BranchLoc = TI->getDebugLoc();
- LLVM_DEBUG(dbgs() << "\nGetting weights for branch at line "
- << ((BranchLoc) ? Twine(BranchLoc.getLine())
- : Twine("<UNKNOWN LOCATION>"))
- << ".\n");
- SmallVector<uint32_t, 4> Weights;
- uint32_t MaxWeight = 0;
- Instruction *MaxDestInst;
- // Since profi treats multiple edges (multiway branches) as a single edge,
- // we need to distribute the computed weight among the branches. We do
- // this by evenly splitting the edge weight among destinations.
- DenseMap<const BasicBlock *, uint64_t> EdgeMultiplicity;
- std::vector<uint64_t> EdgeIndex;
- if (SampleProfileUseProfi) {
- EdgeIndex.resize(TI->getNumSuccessors());
- for (unsigned I = 0; I < TI->getNumSuccessors(); ++I) {
- const BasicBlock *Succ = TI->getSuccessor(I);
- EdgeIndex[I] = EdgeMultiplicity[Succ];
- EdgeMultiplicity[Succ]++;
- }
- }
- for (unsigned I = 0; I < TI->getNumSuccessors(); ++I) {
- BasicBlock *Succ = TI->getSuccessor(I);
- Edge E = std::make_pair(BB, Succ);
- uint64_t Weight = EdgeWeights[E];
- LLVM_DEBUG(dbgs() << "\t"; printEdgeWeight(dbgs(), E));
- // Use uint32_t saturated arithmetic to adjust the incoming weights,
- // if needed. Sample counts in profiles are 64-bit unsigned values,
- // but internally branch weights are expressed as 32-bit values.
- if (Weight > std::numeric_limits<uint32_t>::max()) {
- LLVM_DEBUG(dbgs() << " (saturated due to uint32_t overflow)");
- Weight = std::numeric_limits<uint32_t>::max();
- }
- if (!SampleProfileUseProfi) {
- // Weight is added by one to avoid propagation errors introduced by
- // 0 weights.
- Weights.push_back(static_cast<uint32_t>(Weight + 1));
- } else {
- // Profi creates proper weights that do not require "+1" adjustments but
- // we evenly split the weight among branches with the same destination.
- uint64_t W = Weight / EdgeMultiplicity[Succ];
- // Rounding up, if needed, so that first branches are hotter.
- if (EdgeIndex[I] < Weight % EdgeMultiplicity[Succ])
- W++;
- Weights.push_back(static_cast<uint32_t>(W));
- }
- if (Weight != 0) {
- if (Weight > MaxWeight) {
- MaxWeight = Weight;
- MaxDestInst = Succ->getFirstNonPHIOrDbgOrLifetime();
- }
- }
- }
- uint64_t TempWeight;
- // Only set weights if there is at least one non-zero weight.
- // In any other case, let the analyzer set weights.
- // Do not set weights if the weights are present unless under
- // OverwriteExistingWeights. In ThinLTO, the profile annotation is done
- // twice. If the first annotation already set the weights, the second pass
- // does not need to set it. With OverwriteExistingWeights, Blocks with zero
- // weight should have their existing metadata (possibly annotated by LTO
- // prelink) cleared.
- if (MaxWeight > 0 &&
- (!TI->extractProfTotalWeight(TempWeight) || OverwriteExistingWeights)) {
- LLVM_DEBUG(dbgs() << "SUCCESS. Found non-zero weights.\n");
- TI->setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(Weights));
- ORE->emit([&]() {
- return OptimizationRemark(DEBUG_TYPE, "PopularDest", MaxDestInst)
- << "most popular destination for conditional branches at "
- << ore::NV("CondBranchesLoc", BranchLoc);
- });
- } else {
- if (OverwriteExistingWeights) {
- TI->setMetadata(LLVMContext::MD_prof, nullptr);
- LLVM_DEBUG(dbgs() << "CLEARED. All branch weights are zero.\n");
- } else {
- LLVM_DEBUG(dbgs() << "SKIPPED. All branch weights are zero.\n");
- }
- }
- }
- }
- /// Once all the branch weights are computed, we emit the MD_prof
- /// metadata on BB using the computed values for each of its branches.
- ///
- /// \param F The function to query.
- ///
- /// \returns true if \p F was modified. Returns false, otherwise.
- bool SampleProfileLoader::emitAnnotations(Function &F) {
- bool Changed = false;
- if (FunctionSamples::ProfileIsProbeBased) {
- if (!ProbeManager->profileIsValid(F, *Samples)) {
- LLVM_DEBUG(
- dbgs() << "Profile is invalid due to CFG mismatch for Function "
- << F.getName());
- ++NumMismatchedProfile;
- return false;
- }
- ++NumMatchedProfile;
- } else {
- if (getFunctionLoc(F) == 0)
- return false;
- LLVM_DEBUG(dbgs() << "Line number for the first instruction in "
- << F.getName() << ": " << getFunctionLoc(F) << "\n");
- }
- DenseSet<GlobalValue::GUID> InlinedGUIDs;
- if (CallsitePrioritizedInline)
- Changed |= inlineHotFunctionsWithPriority(F, InlinedGUIDs);
- else
- Changed |= inlineHotFunctions(F, InlinedGUIDs);
- Changed |= computeAndPropagateWeights(F, InlinedGUIDs);
- if (Changed)
- generateMDProfMetadata(F);
- emitCoverageRemarks(F);
- return Changed;
- }
- char SampleProfileLoaderLegacyPass::ID = 0;
- INITIALIZE_PASS_BEGIN(SampleProfileLoaderLegacyPass, "sample-profile",
- "Sample Profile loader", false, false)
- INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker)
- INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass)
- INITIALIZE_PASS_DEPENDENCY(TargetLibraryInfoWrapperPass)
- INITIALIZE_PASS_DEPENDENCY(ProfileSummaryInfoWrapperPass)
- INITIALIZE_PASS_END(SampleProfileLoaderLegacyPass, "sample-profile",
- "Sample Profile loader", false, false)
- std::unique_ptr<ProfiledCallGraph>
- SampleProfileLoader::buildProfiledCallGraph(CallGraph &CG) {
- std::unique_ptr<ProfiledCallGraph> ProfiledCG;
- if (ProfileIsCSFlat)
- ProfiledCG = std::make_unique<ProfiledCallGraph>(*ContextTracker);
- else
- ProfiledCG = std::make_unique<ProfiledCallGraph>(Reader->getProfiles());
- // Add all functions into the profiled call graph even if they are not in
- // the profile. This makes sure functions missing from the profile still
- // gets a chance to be processed.
- for (auto &Node : CG) {
- const auto *F = Node.first;
- if (!F || F->isDeclaration() || !F->hasFnAttribute("use-sample-profile"))
- continue;
- ProfiledCG->addProfiledFunction(FunctionSamples::getCanonicalFnName(*F));
- }
- return ProfiledCG;
- }
- std::vector<Function *>
- SampleProfileLoader::buildFunctionOrder(Module &M, CallGraph *CG) {
- std::vector<Function *> FunctionOrderList;
- FunctionOrderList.reserve(M.size());
- if (!ProfileTopDownLoad && UseProfiledCallGraph)
- errs() << "WARNING: -use-profiled-call-graph ignored, should be used "
- "together with -sample-profile-top-down-load.\n";
- if (!ProfileTopDownLoad || CG == nullptr) {
- if (ProfileMergeInlinee) {
- // Disable ProfileMergeInlinee if profile is not loaded in top down order,
- // because the profile for a function may be used for the profile
- // annotation of its outline copy before the profile merging of its
- // non-inlined inline instances, and that is not the way how
- // ProfileMergeInlinee is supposed to work.
- ProfileMergeInlinee = false;
- }
- for (Function &F : M)
- if (!F.isDeclaration() && F.hasFnAttribute("use-sample-profile"))
- FunctionOrderList.push_back(&F);
- return FunctionOrderList;
- }
- assert(&CG->getModule() == &M);
- if (UseProfiledCallGraph ||
- (ProfileIsCSFlat && !UseProfiledCallGraph.getNumOccurrences())) {
- // Use profiled call edges to augment the top-down order. There are cases
- // that the top-down order computed based on the static call graph doesn't
- // reflect real execution order. For example
- //
- // 1. Incomplete static call graph due to unknown indirect call targets.
- // Adjusting the order by considering indirect call edges from the
- // profile can enable the inlining of indirect call targets by allowing
- // the caller processed before them.
- // 2. Mutual call edges in an SCC. The static processing order computed for
- // an SCC may not reflect the call contexts in the context-sensitive
- // profile, thus may cause potential inlining to be overlooked. The
- // function order in one SCC is being adjusted to a top-down order based
- // on the profile to favor more inlining. This is only a problem with CS
- // profile.
- // 3. Transitive indirect call edges due to inlining. When a callee function
- // (say B) is inlined into into a caller function (say A) in LTO prelink,
- // every call edge originated from the callee B will be transferred to
- // the caller A. If any transferred edge (say A->C) is indirect, the
- // original profiled indirect edge B->C, even if considered, would not
- // enforce a top-down order from the caller A to the potential indirect
- // call target C in LTO postlink since the inlined callee B is gone from
- // the static call graph.
- // 4. #3 can happen even for direct call targets, due to functions defined
- // in header files. A header function (say A), when included into source
- // files, is defined multiple times but only one definition survives due
- // to ODR. Therefore, the LTO prelink inlining done on those dropped
- // definitions can be useless based on a local file scope. More
- // importantly, the inlinee (say B), once fully inlined to a
- // to-be-dropped A, will have no profile to consume when its outlined
- // version is compiled. This can lead to a profile-less prelink
- // compilation for the outlined version of B which may be called from
- // external modules. while this isn't easy to fix, we rely on the
- // postlink AutoFDO pipeline to optimize B. Since the survived copy of
- // the A can be inlined in its local scope in prelink, it may not exist
- // in the merged IR in postlink, and we'll need the profiled call edges
- // to enforce a top-down order for the rest of the functions.
- //
- // Considering those cases, a profiled call graph completely independent of
- // the static call graph is constructed based on profile data, where
- // function objects are not even needed to handle case #3 and case 4.
- //
- // Note that static callgraph edges are completely ignored since they
- // can be conflicting with profiled edges for cyclic SCCs and may result in
- // an SCC order incompatible with profile-defined one. Using strictly
- // profile order ensures a maximum inlining experience. On the other hand,
- // static call edges are not so important when they don't correspond to a
- // context in the profile.
- std::unique_ptr<ProfiledCallGraph> ProfiledCG = buildProfiledCallGraph(*CG);
- scc_iterator<ProfiledCallGraph *> CGI = scc_begin(ProfiledCG.get());
- while (!CGI.isAtEnd()) {
- auto Range = *CGI;
- if (SortProfiledSCC) {
- // Sort nodes in one SCC based on callsite hotness.
- scc_member_iterator<ProfiledCallGraph *> SI(*CGI);
- Range = *SI;
- }
- for (auto *Node : Range) {
- Function *F = SymbolMap.lookup(Node->Name);
- if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile"))
- FunctionOrderList.push_back(F);
- }
- ++CGI;
- }
- } else {
- scc_iterator<CallGraph *> CGI = scc_begin(CG);
- while (!CGI.isAtEnd()) {
- for (CallGraphNode *Node : *CGI) {
- auto *F = Node->getFunction();
- if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile"))
- FunctionOrderList.push_back(F);
- }
- ++CGI;
- }
- }
- LLVM_DEBUG({
- dbgs() << "Function processing order:\n";
- for (auto F : reverse(FunctionOrderList)) {
- dbgs() << F->getName() << "\n";
- }
- });
- std::reverse(FunctionOrderList.begin(), FunctionOrderList.end());
- return FunctionOrderList;
- }
- bool SampleProfileLoader::doInitialization(Module &M,
- FunctionAnalysisManager *FAM) {
- auto &Ctx = M.getContext();
- auto ReaderOrErr = SampleProfileReader::create(
- Filename, Ctx, FSDiscriminatorPass::Base, RemappingFilename);
- if (std::error_code EC = ReaderOrErr.getError()) {
- std::string Msg = "Could not open profile: " + EC.message();
- Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg));
- return false;
- }
- Reader = std::move(ReaderOrErr.get());
- Reader->setSkipFlatProf(LTOPhase == ThinOrFullLTOPhase::ThinLTOPostLink);
- // set module before reading the profile so reader may be able to only
- // read the function profiles which are used by the current module.
- Reader->setModule(&M);
- if (std::error_code EC = Reader->read()) {
- std::string Msg = "profile reading failed: " + EC.message();
- Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg));
- return false;
- }
- PSL = Reader->getProfileSymbolList();
- // While profile-sample-accurate is on, ignore symbol list.
- ProfAccForSymsInList =
- ProfileAccurateForSymsInList && PSL && !ProfileSampleAccurate;
- if (ProfAccForSymsInList) {
- NamesInProfile.clear();
- if (auto NameTable = Reader->getNameTable())
- NamesInProfile.insert(NameTable->begin(), NameTable->end());
- CoverageTracker.setProfAccForSymsInList(true);
- }
- if (FAM && !ProfileInlineReplayFile.empty()) {
- ExternalInlineAdvisor = getReplayInlineAdvisor(
- M, *FAM, Ctx, /*OriginalAdvisor=*/nullptr,
- ReplayInlinerSettings{ProfileInlineReplayFile,
- ProfileInlineReplayScope,
- ProfileInlineReplayFallback,
- {ProfileInlineReplayFormat}},
- /*EmitRemarks=*/false);
- }
- // Apply tweaks if context-sensitive profile is available.
- if (Reader->profileIsCSFlat() || Reader->profileIsCSNested()) {
- ProfileIsCSFlat = Reader->profileIsCSFlat();
- // Enable priority-base inliner and size inline by default for CSSPGO.
- if (!ProfileSizeInline.getNumOccurrences())
- ProfileSizeInline = true;
- if (!CallsitePrioritizedInline.getNumOccurrences())
- CallsitePrioritizedInline = true;
- // For CSSPGO, use preinliner decision by default when available.
- if (!UsePreInlinerDecision.getNumOccurrences())
- UsePreInlinerDecision = true;
- // For CSSPGO, we also allow recursive inline to best use context profile.
- if (!AllowRecursiveInline.getNumOccurrences())
- AllowRecursiveInline = true;
- // Enable iterative-BFI by default for CSSPGO.
- if (!UseIterativeBFIInference.getNumOccurrences())
- UseIterativeBFIInference = true;
- // Enable Profi by default for CSSPGO.
- if (!SampleProfileUseProfi.getNumOccurrences())
- SampleProfileUseProfi = true;
- if (FunctionSamples::ProfileIsCSFlat) {
- // Tracker for profiles under different context
- ContextTracker = std::make_unique<SampleContextTracker>(
- Reader->getProfiles(), &GUIDToFuncNameMap);
- }
- }
- // Load pseudo probe descriptors for probe-based function samples.
- if (Reader->profileIsProbeBased()) {
- ProbeManager = std::make_unique<PseudoProbeManager>(M);
- if (!ProbeManager->moduleIsProbed(M)) {
- const char *Msg =
- "Pseudo-probe-based profile requires SampleProfileProbePass";
- Ctx.diagnose(DiagnosticInfoSampleProfile(M.getModuleIdentifier(), Msg,
- DS_Warning));
- return false;
- }
- }
- return true;
- }
- ModulePass *llvm::createSampleProfileLoaderPass() {
- return new SampleProfileLoaderLegacyPass();
- }
- ModulePass *llvm::createSampleProfileLoaderPass(StringRef Name) {
- return new SampleProfileLoaderLegacyPass(Name);
- }
- bool SampleProfileLoader::runOnModule(Module &M, ModuleAnalysisManager *AM,
- ProfileSummaryInfo *_PSI, CallGraph *CG) {
- GUIDToFuncNameMapper Mapper(M, *Reader, GUIDToFuncNameMap);
- PSI = _PSI;
- if (M.getProfileSummary(/* IsCS */ false) == nullptr) {
- M.setProfileSummary(Reader->getSummary().getMD(M.getContext()),
- ProfileSummary::PSK_Sample);
- PSI->refresh();
- }
- // Compute the total number of samples collected in this profile.
- for (const auto &I : Reader->getProfiles())
- TotalCollectedSamples += I.second.getTotalSamples();
- auto Remapper = Reader->getRemapper();
- // Populate the symbol map.
- for (const auto &N_F : M.getValueSymbolTable()) {
- StringRef OrigName = N_F.getKey();
- Function *F = dyn_cast<Function>(N_F.getValue());
- if (F == nullptr || OrigName.empty())
- continue;
- SymbolMap[OrigName] = F;
- StringRef NewName = FunctionSamples::getCanonicalFnName(*F);
- if (OrigName != NewName && !NewName.empty()) {
- auto r = SymbolMap.insert(std::make_pair(NewName, F));
- // Failiing to insert means there is already an entry in SymbolMap,
- // thus there are multiple functions that are mapped to the same
- // stripped name. In this case of name conflicting, set the value
- // to nullptr to avoid confusion.
- if (!r.second)
- r.first->second = nullptr;
- OrigName = NewName;
- }
- // Insert the remapped names into SymbolMap.
- if (Remapper) {
- if (auto MapName = Remapper->lookUpNameInProfile(OrigName)) {
- if (*MapName != OrigName && !MapName->empty())
- SymbolMap.insert(std::make_pair(*MapName, F));
- }
- }
- }
- assert(SymbolMap.count(StringRef()) == 0 &&
- "No empty StringRef should be added in SymbolMap");
- bool retval = false;
- for (auto F : buildFunctionOrder(M, CG)) {
- assert(!F->isDeclaration());
- clearFunctionData();
- retval |= runOnFunction(*F, AM);
- }
- // Account for cold calls not inlined....
- if (!ProfileIsCSFlat)
- for (const std::pair<Function *, NotInlinedProfileInfo> &pair :
- notInlinedCallInfo)
- updateProfileCallee(pair.first, pair.second.entryCount);
- return retval;
- }
- bool SampleProfileLoaderLegacyPass::runOnModule(Module &M) {
- ACT = &getAnalysis<AssumptionCacheTracker>();
- TTIWP = &getAnalysis<TargetTransformInfoWrapperPass>();
- TLIWP = &getAnalysis<TargetLibraryInfoWrapperPass>();
- ProfileSummaryInfo *PSI =
- &getAnalysis<ProfileSummaryInfoWrapperPass>().getPSI();
- return SampleLoader.runOnModule(M, nullptr, PSI, nullptr);
- }
- bool SampleProfileLoader::runOnFunction(Function &F, ModuleAnalysisManager *AM) {
- LLVM_DEBUG(dbgs() << "\n\nProcessing Function " << F.getName() << "\n");
- DILocation2SampleMap.clear();
- // By default the entry count is initialized to -1, which will be treated
- // conservatively by getEntryCount as the same as unknown (None). This is
- // to avoid newly added code to be treated as cold. If we have samples
- // this will be overwritten in emitAnnotations.
- uint64_t initialEntryCount = -1;
- ProfAccForSymsInList = ProfileAccurateForSymsInList && PSL;
- if (ProfileSampleAccurate || F.hasFnAttribute("profile-sample-accurate")) {
- // initialize all the function entry counts to 0. It means all the
- // functions without profile will be regarded as cold.
- initialEntryCount = 0;
- // profile-sample-accurate is a user assertion which has a higher precedence
- // than symbol list. When profile-sample-accurate is on, ignore symbol list.
- ProfAccForSymsInList = false;
- }
- CoverageTracker.setProfAccForSymsInList(ProfAccForSymsInList);
- // PSL -- profile symbol list include all the symbols in sampled binary.
- // If ProfileAccurateForSymsInList is enabled, PSL is used to treat
- // old functions without samples being cold, without having to worry
- // about new and hot functions being mistakenly treated as cold.
- if (ProfAccForSymsInList) {
- // Initialize the entry count to 0 for functions in the list.
- if (PSL->contains(F.getName()))
- initialEntryCount = 0;
- // Function in the symbol list but without sample will be regarded as
- // cold. To minimize the potential negative performance impact it could
- // have, we want to be a little conservative here saying if a function
- // shows up in the profile, no matter as outline function, inline instance
- // or call targets, treat the function as not being cold. This will handle
- // the cases such as most callsites of a function are inlined in sampled
- // binary but not inlined in current build (because of source code drift,
- // imprecise debug information, or the callsites are all cold individually
- // but not cold accumulatively...), so the outline function showing up as
- // cold in sampled binary will actually not be cold after current build.
- StringRef CanonName = FunctionSamples::getCanonicalFnName(F);
- if (NamesInProfile.count(CanonName))
- initialEntryCount = -1;
- }
- // Initialize entry count when the function has no existing entry
- // count value.
- if (!F.getEntryCount().hasValue())
- F.setEntryCount(ProfileCount(initialEntryCount, Function::PCT_Real));
- std::unique_ptr<OptimizationRemarkEmitter> OwnedORE;
- if (AM) {
- auto &FAM =
- AM->getResult<FunctionAnalysisManagerModuleProxy>(*F.getParent())
- .getManager();
- ORE = &FAM.getResult<OptimizationRemarkEmitterAnalysis>(F);
- } else {
- OwnedORE = std::make_unique<OptimizationRemarkEmitter>(&F);
- ORE = OwnedORE.get();
- }
- if (ProfileIsCSFlat)
- Samples = ContextTracker->getBaseSamplesFor(F);
- else
- Samples = Reader->getSamplesFor(F);
- if (Samples && !Samples->empty())
- return emitAnnotations(F);
- return false;
- }
- PreservedAnalyses SampleProfileLoaderPass::run(Module &M,
- ModuleAnalysisManager &AM) {
- FunctionAnalysisManager &FAM =
- AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager();
- auto GetAssumptionCache = [&](Function &F) -> AssumptionCache & {
- return FAM.getResult<AssumptionAnalysis>(F);
- };
- auto GetTTI = [&](Function &F) -> TargetTransformInfo & {
- return FAM.getResult<TargetIRAnalysis>(F);
- };
- auto GetTLI = [&](Function &F) -> const TargetLibraryInfo & {
- return FAM.getResult<TargetLibraryAnalysis>(F);
- };
- SampleProfileLoader SampleLoader(
- ProfileFileName.empty() ? SampleProfileFile : ProfileFileName,
- ProfileRemappingFileName.empty() ? SampleProfileRemappingFile
- : ProfileRemappingFileName,
- LTOPhase, GetAssumptionCache, GetTTI, GetTLI);
- if (!SampleLoader.doInitialization(M, &FAM))
- return PreservedAnalyses::all();
- ProfileSummaryInfo *PSI = &AM.getResult<ProfileSummaryAnalysis>(M);
- CallGraph &CG = AM.getResult<CallGraphAnalysis>(M);
- if (!SampleLoader.runOnModule(M, &AM, PSI, &CG))
- return PreservedAnalyses::all();
- return PreservedAnalyses::none();
- }
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