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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/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/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 <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 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<unsigned> SampleProfileMaxPropagateIterations(
- "sample-profile-max-propagate-iterations", cl::init(100),
- cl::desc("Maximum number of iterations to go through when propagating "
- "sample block/edge weights through the CFG."));
- static cl::opt<unsigned> SampleProfileRecordCoverage(
- "sample-profile-check-record-coverage", cl::init(0), cl::value_desc("N"),
- cl::desc("Emit a warning if less than N% of records in the input profile "
- "are matched to the IR."));
- static cl::opt<unsigned> SampleProfileSampleCoverage(
- "sample-profile-check-sample-coverage", cl::init(0), cl::value_desc("N"),
- cl::desc("Emit a warning if less than N% of samples in the input profile "
- "are matched to the IR."));
- static cl::opt<bool> NoWarnSampleUnused(
- "no-warn-sample-unused", cl::init(false), cl::Hidden,
- cl::desc("Use this option to turn off/on warnings about function with "
- "samples but without debug information to use those samples. "));
- 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> 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> UseProfileIndirectCallEdges(
- "use-profile-indirect-call-edges", cl::init(true), cl::Hidden,
- cl::desc("Considering indirect call samples from profile when top-down "
- "processing functions. Only CSSPGO is supported."));
- static cl::opt<bool> UseProfileTopDownOrder(
- "use-profile-top-down-order", cl::init(false), cl::Hidden,
- cl::desc("Process functions in one SCC in a top-down order "
- "based on the input profile."));
- 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."));
- static 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."));
- static 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."));
- static 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."));
- static cl::opt<int> ProfileICPThreshold(
- "sample-profile-icp-threshold", cl::Hidden, cl::init(5),
- cl::desc(
- "Relative hotness threshold for indirect "
- "call promotion in proirity-based sample profile loader inlining."));
- static 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."));
- 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<int> SampleColdCallSiteThreshold(
- "sample-profile-cold-inline-threshold", cl::Hidden, cl::init(45),
- cl::desc("Threshold for inlining cold callsites"));
- 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);
- 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 SampleProfileLoader;
- class SampleCoverageTracker {
- public:
- SampleCoverageTracker(SampleProfileLoader &SPL) : SPLoader(SPL){};
- bool markSamplesUsed(const FunctionSamples *FS, uint32_t LineOffset,
- uint32_t Discriminator, uint64_t Samples);
- unsigned computeCoverage(unsigned Used, unsigned Total) const;
- unsigned countUsedRecords(const FunctionSamples *FS,
- ProfileSummaryInfo *PSI) const;
- unsigned countBodyRecords(const FunctionSamples *FS,
- ProfileSummaryInfo *PSI) const;
- uint64_t getTotalUsedSamples() const { return TotalUsedSamples; }
- uint64_t countBodySamples(const FunctionSamples *FS,
- ProfileSummaryInfo *PSI) const;
- void clear() {
- SampleCoverage.clear();
- TotalUsedSamples = 0;
- }
- private:
- using BodySampleCoverageMap = std::map<LineLocation, unsigned>;
- using FunctionSamplesCoverageMap =
- DenseMap<const FunctionSamples *, BodySampleCoverageMap>;
- /// Coverage map for sampling records.
- ///
- /// This map keeps a record of sampling records that have been matched to
- /// an IR instruction. This is used to detect some form of staleness in
- /// profiles (see flag -sample-profile-check-coverage).
- ///
- /// Each entry in the map corresponds to a FunctionSamples instance. This is
- /// another map that counts how many times the sample record at the
- /// given location has been used.
- FunctionSamplesCoverageMap SampleCoverage;
- /// Number of samples used from the profile.
- ///
- /// When a sampling record is used for the first time, the samples from
- /// that record are added to this accumulator. Coverage is later computed
- /// based on the total number of samples available in this function and
- /// its callsites.
- ///
- /// Note that this accumulator tracks samples used from a single function
- /// and all the inlined callsites. Strictly, we should have a map of counters
- /// keyed by FunctionSamples pointers, but these stats are cleared after
- /// every function, so we just need to keep a single counter.
- uint64_t TotalUsedSamples = 0;
- SampleProfileLoader &SPLoader;
- };
- 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;
- // Tie breaker using GUID so we have stable/deterministic inlining order
- assert(LHS.CalleeSamples && RHS.CalleeSamples &&
- "Expect non-null FunctionSamples");
- return LHS.CalleeSamples->getGUID(LHS.CalleeSamples->getName()) <
- RHS.CalleeSamples->getGUID(RHS.CalleeSamples->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 {
- public:
- SampleProfileLoader(
- StringRef Name, StringRef RemapName, ThinOrFullLTOPhase LTOPhase,
- std::function<AssumptionCache &(Function &)> GetAssumptionCache,
- std::function<TargetTransformInfo &(Function &)> GetTargetTransformInfo,
- std::function<const TargetLibraryInfo &(Function &)> GetTLI)
- : GetAC(std::move(GetAssumptionCache)),
- GetTTI(std::move(GetTargetTransformInfo)), GetTLI(std::move(GetTLI)),
- CoverageTracker(*this), Filename(std::string(Name)),
- RemappingFilename(std::string(RemapName)), LTOPhase(LTOPhase) {}
- bool doInitialization(Module &M, FunctionAnalysisManager *FAM = nullptr);
- bool runOnModule(Module &M, ModuleAnalysisManager *AM,
- ProfileSummaryInfo *_PSI, CallGraph *CG);
- void dump() { Reader->dump(); }
- protected:
- friend class SampleCoverageTracker;
- bool runOnFunction(Function &F, ModuleAnalysisManager *AM);
- unsigned getFunctionLoc(Function &F);
- bool emitAnnotations(Function &F);
- ErrorOr<uint64_t> getInstWeight(const Instruction &I);
- ErrorOr<uint64_t> getProbeWeight(const Instruction &I);
- ErrorOr<uint64_t> getBlockWeight(const BasicBlock *BB);
- const FunctionSamples *findCalleeFunctionSamples(const CallBase &I) const;
- std::vector<const FunctionSamples *>
- findIndirectCallFunctionSamples(const Instruction &I, uint64_t &Sum) const;
- mutable DenseMap<const DILocation *, const FunctionSamples *> DILocation2SampleMap;
- const FunctionSamples *findFunctionSamples(const Instruction &I) const;
- // Attempt to promote indirect call and also inline the promoted call
- bool tryPromoteAndInlineCandidate(
- Function &F, InlineCandidate &Candidate, uint64_t SumOrigin,
- uint64_t &Sum, DenseSet<Instruction *> &PromotedInsns,
- SmallVector<CallBase *, 8> *InlinedCallSites = nullptr);
- bool inlineHotFunctions(Function &F,
- DenseSet<GlobalValue::GUID> &InlinedGUIDs);
- 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 printEdgeWeight(raw_ostream &OS, Edge E);
- void printBlockWeight(raw_ostream &OS, const BasicBlock *BB) const;
- void printBlockEquivalence(raw_ostream &OS, const BasicBlock *BB);
- bool computeBlockWeights(Function &F);
- void findEquivalenceClasses(Function &F);
- template <bool IsPostDom>
- void findEquivalencesFor(BasicBlock *BB1, ArrayRef<BasicBlock *> Descendants,
- DominatorTreeBase<BasicBlock, IsPostDom> *DomTree);
- void propagateWeights(Function &F);
- uint64_t visitEdge(Edge E, unsigned *NumUnknownEdges, Edge *UnknownEdge);
- void buildEdges(Function &F);
- std::vector<Function *> buildFunctionOrder(Module &M, CallGraph *CG);
- void addCallGraphEdges(CallGraph &CG, const FunctionSamples &Samples);
- void replaceCallGraphEdges(CallGraph &CG, StringMap<Function *> &SymbolMap);
- bool propagateThroughEdges(Function &F, bool UpdateBlockCount);
- void computeDominanceAndLoopInfo(Function &F);
- void clearFunctionData();
- bool callsiteIsHot(const FunctionSamples *CallsiteFS,
- ProfileSummaryInfo *PSI);
- /// Map basic blocks to their computed weights.
- ///
- /// The weight of a basic block is defined to be the maximum
- /// of all the instruction weights in that block.
- BlockWeightMap BlockWeights;
- /// Map edges to their computed weights.
- ///
- /// Edge weights are computed by propagating basic block weights in
- /// SampleProfile::propagateWeights.
- EdgeWeightMap EdgeWeights;
- /// Set of visited blocks during propagation.
- SmallPtrSet<const BasicBlock *, 32> VisitedBlocks;
- /// Set of visited edges during propagation.
- SmallSet<Edge, 32> VisitedEdges;
- /// Equivalence classes for block weights.
- ///
- /// Two blocks BB1 and BB2 are in the same equivalence class if they
- /// dominate and post-dominate each other, and they are in the same loop
- /// nest. When this happens, the two blocks are guaranteed to execute
- /// the same number of times.
- EquivalenceClassMap EquivalenceClass;
- /// 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;
- /// Dominance, post-dominance and loop information.
- std::unique_ptr<DominatorTree> DT;
- std::unique_ptr<PostDominatorTree> PDT;
- std::unique_ptr<LoopInfo> LI;
- std::function<AssumptionCache &(Function &)> GetAC;
- std::function<TargetTransformInfo &(Function &)> GetTTI;
- std::function<const TargetLibraryInfo &(Function &)> GetTLI;
- /// Predecessors for each basic block in the CFG.
- BlockEdgeMap Predecessors;
- /// Successors for each basic block in the CFG.
- BlockEdgeMap Successors;
- SampleCoverageTracker CoverageTracker;
- /// Profile reader object.
- std::unique_ptr<SampleProfileReader> Reader;
- /// Profile tracker for different context.
- std::unique_ptr<SampleContextTracker> ContextTracker;
- /// Samples collected for the body of this function.
- FunctionSamples *Samples = nullptr;
- /// Name of the profile file to load.
- std::string Filename;
- /// Name of the profile remapping file to load.
- std::string RemappingFilename;
- /// Flag indicating whether the profile input loaded successfully.
- bool ProfileIsValid = false;
- /// Flag indicating whether input profile is context-sensitive
- bool ProfileIsCS = 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;
- /// Profile Summary Info computed from sample profile.
- ProfileSummaryInfo *PSI = nullptr;
- /// 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;
- /// Optimization Remark Emitter used to emit diagnostic remarks.
- OptimizationRemarkEmitter *ORE = nullptr;
- // 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<ReplayInlineAdvisor> 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
- /// Return true if the given callsite is hot wrt to hot cutoff threshold.
- ///
- /// Functions that were inlined in the original binary will be represented
- /// in the inline stack in the sample profile. If the profile shows that
- /// the original inline decision was "good" (i.e., the callsite is executed
- /// frequently), then we will recreate the inline decision and apply the
- /// profile from the inlined callsite.
- ///
- /// To decide whether an inlined callsite is hot, we compare the callsite
- /// sample count with the hot cutoff computed by ProfileSummaryInfo, it is
- /// regarded as hot if the count is above the cutoff value.
- ///
- /// When ProfileAccurateForSymsInList is enabled and profile symbol list
- /// is present, functions in the profile symbol list but without profile will
- /// be regarded as cold and much less inlining will happen in CGSCC inlining
- /// pass, so we tend to lower the hot criteria here to allow more early
- /// inlining to happen for warm callsites and it is helpful for performance.
- bool SampleProfileLoader::callsiteIsHot(const FunctionSamples *CallsiteFS,
- ProfileSummaryInfo *PSI) {
- if (!CallsiteFS)
- return false; // The callsite was not inlined in the original binary.
- assert(PSI && "PSI is expected to be non null");
- uint64_t CallsiteTotalSamples = CallsiteFS->getTotalSamples();
- if (ProfAccForSymsInList)
- return !PSI->isColdCount(CallsiteTotalSamples);
- else
- return PSI->isHotCount(CallsiteTotalSamples);
- }
- /// Mark as used the sample record for the given function samples at
- /// (LineOffset, Discriminator).
- ///
- /// \returns true if this is the first time we mark the given record.
- bool SampleCoverageTracker::markSamplesUsed(const FunctionSamples *FS,
- uint32_t LineOffset,
- uint32_t Discriminator,
- uint64_t Samples) {
- LineLocation Loc(LineOffset, Discriminator);
- unsigned &Count = SampleCoverage[FS][Loc];
- bool FirstTime = (++Count == 1);
- if (FirstTime)
- TotalUsedSamples += Samples;
- return FirstTime;
- }
- /// Return the number of sample records that were applied from this profile.
- ///
- /// This count does not include records from cold inlined callsites.
- unsigned
- SampleCoverageTracker::countUsedRecords(const FunctionSamples *FS,
- ProfileSummaryInfo *PSI) const {
- auto I = SampleCoverage.find(FS);
- // The size of the coverage map for FS represents the number of records
- // that were marked used at least once.
- unsigned Count = (I != SampleCoverage.end()) ? I->second.size() : 0;
- // If there are inlined callsites in this function, count the samples found
- // in the respective bodies. However, do not bother counting callees with 0
- // total samples, these are callees that were never invoked at runtime.
- for (const auto &I : FS->getCallsiteSamples())
- for (const auto &J : I.second) {
- const FunctionSamples *CalleeSamples = &J.second;
- if (SPLoader.callsiteIsHot(CalleeSamples, PSI))
- Count += countUsedRecords(CalleeSamples, PSI);
- }
- return Count;
- }
- /// Return the number of sample records in the body of this profile.
- ///
- /// This count does not include records from cold inlined callsites.
- unsigned
- SampleCoverageTracker::countBodyRecords(const FunctionSamples *FS,
- ProfileSummaryInfo *PSI) const {
- unsigned Count = FS->getBodySamples().size();
- // Only count records in hot callsites.
- for (const auto &I : FS->getCallsiteSamples())
- for (const auto &J : I.second) {
- const FunctionSamples *CalleeSamples = &J.second;
- if (SPLoader.callsiteIsHot(CalleeSamples, PSI))
- Count += countBodyRecords(CalleeSamples, PSI);
- }
- return Count;
- }
- /// Return the number of samples collected in the body of this profile.
- ///
- /// This count does not include samples from cold inlined callsites.
- uint64_t
- SampleCoverageTracker::countBodySamples(const FunctionSamples *FS,
- ProfileSummaryInfo *PSI) const {
- uint64_t Total = 0;
- for (const auto &I : FS->getBodySamples())
- Total += I.second.getSamples();
- // Only count samples in hot callsites.
- for (const auto &I : FS->getCallsiteSamples())
- for (const auto &J : I.second) {
- const FunctionSamples *CalleeSamples = &J.second;
- if (SPLoader.callsiteIsHot(CalleeSamples, PSI))
- Total += countBodySamples(CalleeSamples, PSI);
- }
- return Total;
- }
- /// Return the fraction of sample records used in this profile.
- ///
- /// The returned value is an unsigned integer in the range 0-100 indicating
- /// the percentage of sample records that were used while applying this
- /// profile to the associated function.
- unsigned SampleCoverageTracker::computeCoverage(unsigned Used,
- unsigned Total) const {
- assert(Used <= Total &&
- "number of used records cannot exceed the total number of records");
- return Total > 0 ? Used * 100 / Total : 100;
- }
- /// Clear all the per-function data used to load samples and propagate weights.
- void SampleProfileLoader::clearFunctionData() {
- BlockWeights.clear();
- EdgeWeights.clear();
- VisitedBlocks.clear();
- VisitedEdges.clear();
- EquivalenceClass.clear();
- DT = nullptr;
- PDT = nullptr;
- LI = nullptr;
- Predecessors.clear();
- Successors.clear();
- CoverageTracker.clear();
- }
- #ifndef NDEBUG
- /// Print the weight of edge \p E on stream \p OS.
- ///
- /// \param OS Stream to emit the output to.
- /// \param E Edge to print.
- void SampleProfileLoader::printEdgeWeight(raw_ostream &OS, Edge E) {
- OS << "weight[" << E.first->getName() << "->" << E.second->getName()
- << "]: " << EdgeWeights[E] << "\n";
- }
- /// Print the equivalence class of block \p BB on stream \p OS.
- ///
- /// \param OS Stream to emit the output to.
- /// \param BB Block to print.
- void SampleProfileLoader::printBlockEquivalence(raw_ostream &OS,
- const BasicBlock *BB) {
- const BasicBlock *Equiv = EquivalenceClass[BB];
- OS << "equivalence[" << BB->getName()
- << "]: " << ((Equiv) ? EquivalenceClass[BB]->getName() : "NONE") << "\n";
- }
- /// Print the weight of block \p BB on stream \p OS.
- ///
- /// \param OS Stream to emit the output to.
- /// \param BB Block to print.
- void SampleProfileLoader::printBlockWeight(raw_ostream &OS,
- const BasicBlock *BB) const {
- const auto &I = BlockWeights.find(BB);
- uint64_t W = (I == BlockWeights.end() ? 0 : I->second);
- OS << "weight[" << BB->getName() << "]: " << W << "\n";
- }
- #endif
- /// Get the weight for an instruction.
- ///
- /// The "weight" of an instruction \p Inst is the number of samples
- /// collected on that instruction at runtime. To retrieve it, we
- /// need to compute the line number of \p Inst relative to the start of its
- /// function. We use HeaderLineno to compute the offset. We then
- /// look up the samples collected for \p Inst using BodySamples.
- ///
- /// \param Inst Instruction to query.
- ///
- /// \returns the weight of \p Inst.
- 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();
- const FunctionSamples *FS = findFunctionSamples(Inst);
- if (!FS)
- 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();
- // 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.
- if (!ProfileIsCS)
- if (const auto *CB = dyn_cast<CallBase>(&Inst))
- if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB))
- return 0;
- const DILocation *DIL = DLoc;
- uint32_t LineOffset = FunctionSamples::getOffset(DIL);
- uint32_t Discriminator = DIL->getBaseDiscriminator();
- ErrorOr<uint64_t> R = FS->findSamplesAt(LineOffset, Discriminator);
- if (R) {
- bool FirstMark =
- CoverageTracker.markSamplesUsed(FS, LineOffset, Discriminator, R.get());
- if (FirstMark) {
- ORE->emit([&]() {
- OptimizationRemarkAnalysis Remark(DEBUG_TYPE, "AppliedSamples", &Inst);
- Remark << "Applied " << ore::NV("NumSamples", *R);
- Remark << " samples from profile (offset: ";
- Remark << ore::NV("LineOffset", LineOffset);
- if (Discriminator) {
- Remark << ".";
- Remark << ore::NV("Discriminator", Discriminator);
- }
- Remark << ")";
- return Remark;
- });
- }
- LLVM_DEBUG(dbgs() << " " << DLoc.getLine() << "."
- << DIL->getBaseDiscriminator() << ":" << Inst
- << " (line offset: " << LineOffset << "."
- << DIL->getBaseDiscriminator() << " - weight: " << R.get()
- << ")\n");
- }
- return R;
- }
- ErrorOr<uint64_t> SampleProfileLoader::getProbeWeight(const Instruction &Inst) {
- assert(FunctionSamples::ProfileIsProbeBased &&
- "Profile is not pseudo probe based");
- Optional<PseudoProbe> Probe = extractProbe(Inst);
- if (!Probe)
- return std::error_code();
- const FunctionSamples *FS = findFunctionSamples(Inst);
- if (!FS)
- return std::error_code();
- // 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.
- 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;
- }
- /// Compute the weight of a basic block.
- ///
- /// The weight of basic block \p BB is the maximum weight of all the
- /// instructions in BB.
- ///
- /// \param BB The basic block to query.
- ///
- /// \returns the weight for \p BB.
- ErrorOr<uint64_t> SampleProfileLoader::getBlockWeight(const BasicBlock *BB) {
- uint64_t Max = 0;
- bool HasWeight = false;
- for (auto &I : BB->getInstList()) {
- const ErrorOr<uint64_t> &R = getInstWeight(I);
- if (R) {
- Max = std::max(Max, R.get());
- HasWeight = true;
- }
- }
- return HasWeight ? ErrorOr<uint64_t>(Max) : std::error_code();
- }
- /// Compute and store the weights of every basic block.
- ///
- /// This populates the BlockWeights map by computing
- /// the weights of every basic block in the CFG.
- ///
- /// \param F The function to query.
- bool SampleProfileLoader::computeBlockWeights(Function &F) {
- bool Changed = false;
- LLVM_DEBUG(dbgs() << "Block weights\n");
- for (const auto &BB : F) {
- ErrorOr<uint64_t> Weight = getBlockWeight(&BB);
- if (Weight) {
- BlockWeights[&BB] = Weight.get();
- VisitedBlocks.insert(&BB);
- Changed = true;
- }
- LLVM_DEBUG(printBlockWeight(dbgs(), &BB));
- }
- return Changed;
- }
- /// 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 = FunctionSamples::getCanonicalFnName(*Callee);
- if (ProfileIsCS)
- 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 (ProfileIsCS) {
- 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;
- }
- /// Get the FunctionSamples for an instruction.
- ///
- /// The FunctionSamples of an instruction \p Inst is the inlined instance
- /// in which that instruction is coming from. We traverse the inline stack
- /// of that instruction, and match it with the tree nodes in the profile.
- ///
- /// \param Inst Instruction to query.
- ///
- /// \returns the FunctionSamples pointer to the inlined instance.
- 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 (ProfileIsCS)
- it.first->second = ContextTracker->getContextSamplesFor(DIL);
- else
- it.first->second =
- Samples->findFunctionSamples(DIL, Reader->getRemapper());
- }
- return it.first->second;
- }
- /// Attempt to promote indirect call and also inline the promoted call.
- ///
- /// \param F Caller function.
- /// \param Candidate ICP and inline candidate.
- /// \param Sum Sum of target counts for indirect call.
- /// \param PromotedInsns Map to keep track of indirect call already processed.
- /// \param Candidate ICP and inline 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,
- DenseSet<Instruction *> &PromotedInsns,
- SmallVector<CallBase *, 8> *InlinedCallSite) {
- 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.
- auto R = SymbolMap.find(Candidate.CalleeSamples->getFuncName());
- if (R != SymbolMap.end() && R->getValue() &&
- !R->getValue()->isDeclaration() && R->getValue()->getSubprogram() &&
- R->getValue()->hasFnAttribute("use-sample-profile") &&
- R->getValue() != &F &&
- isLegalToPromote(*Candidate.CallInstr, R->getValue(), &Reason)) {
- auto *DI =
- &pgo::promoteIndirectCall(*Candidate.CallInstr, R->getValue(),
- Candidate.CallsiteCount, Sum, false, ORE);
- if (DI) {
- Sum -= Candidate.CallsiteCount;
- // Prorate the indirect callsite distribution.
- // 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.
- setProbeDistributionFactor(*Candidate.CallInstr,
- Candidate.CallsiteDistribution * Sum /
- SumOrigin);
- PromotedInsns.insert(Candidate.CallInstr);
- 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, Candidate.CallsiteDistribution *
- 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) << "'");
- }
- }
- }
- /// 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) {
- DenseSet<Instruction *> PromotedInsns;
- // 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) && (FS = findCalleeFunctionSamples(*CB))) {
- assert((!FunctionSamples::UseMD5 || FS->GUIDToFuncNameMap) &&
- "GUIDToFuncNameMap has to be populated");
- AllCandidates.push_back(CB);
- if (FS->getEntrySamples() > 0 || ProfileIsCS)
- LocalNotInlinedCallSites.try_emplace(CB, FS);
- if (callsiteIsHot(FS, PSI))
- Hot = true;
- else if (shouldInlineColdCallee(*CB))
- ColdCandidates.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.count(I) ? LocalNotInlinedCallSites[I]
- : nullptr,
- 0 /* dummy count */, 1.0 /* dummy distribution factor */};
- // Do not inline recursive calls.
- if (CalledFunction == &F)
- continue;
- if (I->isIndirectCall()) {
- if (PromotedInsns.count(I))
- continue;
- uint64_t Sum;
- for (const auto *FS : findIndirectCallFunctionSamples(*I, Sum)) {
- uint64_t SumOrigin = Sum;
- if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
- FS->findInlinedFunctions(InlinedGUIDs, F.getParent(),
- PSI->getOrCompHotCountThreshold());
- continue;
- }
- if (!callsiteIsHot(FS, PSI))
- continue;
- Candidate = {I, FS, FS->getEntrySamples(), 1.0};
- if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum,
- PromotedInsns)) {
- 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) {
- findCalleeFunctionSamples(*I)->findInlinedFunctions(
- InlinedGUIDs, F.getParent(), PSI->getOrCompHotCountThreshold());
- }
- }
- Changed |= LocalChanged;
- }
- // For CS profile, profile for not inlined context will be merged when
- // base profile is being trieved
- if (ProfileIsCS)
- return Changed;
- // Accumulate not inlined callsite information into notInlinedSamples
- for (const auto &Pair : LocalNotInlinedCallSites) {
- 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);
- }
- } else {
- auto pair =
- notInlinedCallInfo.try_emplace(Callee, NotInlinedProfileInfo{0});
- pair.first->second.entryCount += FS->getEntrySamples();
- }
- }
- 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);
- if (InlineFunction(CB, IFI).isSuccess()) {
- // The call to InlineFunction erases I, so we can't pass it here.
- emitInlinedInto(*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 (ProfileIsCS)
- 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 (!CalleeSamples)
- 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;
- }
- InlineCost
- SampleProfileLoader::shouldInlineCandidate(InlineCandidate &Candidate) {
- std::unique_ptr<InlineAdvice> Advice = nullptr;
- if (ExternalInlineAdvisor) {
- Advice = ExternalInlineAdvisor->getAdvice(*Candidate.CallInstr);
- if (!Advice->isInliningRecommended()) {
- Advice->recordUnattemptedInlining();
- return InlineCost::getNever("not previously inlined");
- }
- Advice->recordInlining();
- return InlineCost::getAlways("previously inlined");
- }
- // 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();
- Params.ComputeFullInlineCost = true;
- // 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;
- // 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) {
- DenseSet<Instruction *> PromotedInsns;
- assert(ProfileIsCS && "Prioritiy based inliner only works with CSSPGO now");
- // 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();
- // 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()) {
- if (PromotedInsns.count(I))
- continue;
- uint64_t Sum;
- auto CalleeSamples = findIndirectCallFunctionSamples(*I, Sum);
- uint64_t SumOrigin = Sum;
- Sum *= Candidate.CallsiteDistribution;
- for (const auto *FS : CalleeSamples) {
- // TODO: Consider disable pre-lTO ICP for MonoLTO as well
- if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
- FS->findInlinedFunctions(InlinedGUIDs, F.getParent(),
- 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 (EntryCountDistributed < SumOrigin / ProfileICPThreshold)
- 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,
- PromotedInsns, &InlinedCallSites)) {
- for (auto *CB : InlinedCallSites) {
- if (getInlineCandidate(&NewCandidate, CB))
- CQueue.emplace(NewCandidate);
- }
- Changed = true;
- }
- }
- } 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 (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
- findCalleeFunctionSamples(*I)->findInlinedFunctions(
- InlinedGUIDs, F.getParent(), PSI->getOrCompHotCountThreshold());
- }
- }
- if (!CQueue.empty()) {
- if (SizeLimit == (unsigned)ProfileInlineLimitMax)
- ++NumCSInlinedHitMaxLimit;
- else if (SizeLimit == (unsigned)ProfileInlineLimitMin)
- ++NumCSInlinedHitMinLimit;
- else
- ++NumCSInlinedHitGrowthLimit;
- }
- return Changed;
- }
- /// Find equivalence classes for the given block.
- ///
- /// This finds all the blocks that are guaranteed to execute the same
- /// number of times as \p BB1. To do this, it traverses all the
- /// descendants of \p BB1 in the dominator or post-dominator tree.
- ///
- /// A block BB2 will be in the same equivalence class as \p BB1 if
- /// the following holds:
- ///
- /// 1- \p BB1 is a descendant of BB2 in the opposite tree. So, if BB2
- /// is a descendant of \p BB1 in the dominator tree, then BB2 should
- /// dominate BB1 in the post-dominator tree.
- ///
- /// 2- Both BB2 and \p BB1 must be in the same loop.
- ///
- /// For every block BB2 that meets those two requirements, we set BB2's
- /// equivalence class to \p BB1.
- ///
- /// \param BB1 Block to check.
- /// \param Descendants Descendants of \p BB1 in either the dom or pdom tree.
- /// \param DomTree Opposite dominator tree. If \p Descendants is filled
- /// with blocks from \p BB1's dominator tree, then
- /// this is the post-dominator tree, and vice versa.
- template <bool IsPostDom>
- void SampleProfileLoader::findEquivalencesFor(
- BasicBlock *BB1, ArrayRef<BasicBlock *> Descendants,
- DominatorTreeBase<BasicBlock, IsPostDom> *DomTree) {
- const BasicBlock *EC = EquivalenceClass[BB1];
- uint64_t Weight = BlockWeights[EC];
- for (const auto *BB2 : Descendants) {
- bool IsDomParent = DomTree->dominates(BB2, BB1);
- bool IsInSameLoop = LI->getLoopFor(BB1) == LI->getLoopFor(BB2);
- if (BB1 != BB2 && IsDomParent && IsInSameLoop) {
- EquivalenceClass[BB2] = EC;
- // If BB2 is visited, then the entire EC should be marked as visited.
- if (VisitedBlocks.count(BB2)) {
- VisitedBlocks.insert(EC);
- }
- // If BB2 is heavier than BB1, make BB2 have the same weight
- // as BB1.
- //
- // Note that we don't worry about the opposite situation here
- // (when BB2 is lighter than BB1). We will deal with this
- // during the propagation phase. Right now, we just want to
- // make sure that BB1 has the largest weight of all the
- // members of its equivalence set.
- Weight = std::max(Weight, BlockWeights[BB2]);
- }
- }
- if (EC == &EC->getParent()->getEntryBlock()) {
- BlockWeights[EC] = Samples->getHeadSamples() + 1;
- } else {
- BlockWeights[EC] = Weight;
- }
- }
- /// Find equivalence classes.
- ///
- /// Since samples may be missing from blocks, we can fill in the gaps by setting
- /// the weights of all the blocks in the same equivalence class to the same
- /// weight. To compute the concept of equivalence, we use dominance and loop
- /// information. Two blocks B1 and B2 are in the same equivalence class if B1
- /// dominates B2, B2 post-dominates B1 and both are in the same loop.
- ///
- /// \param F The function to query.
- void SampleProfileLoader::findEquivalenceClasses(Function &F) {
- SmallVector<BasicBlock *, 8> DominatedBBs;
- LLVM_DEBUG(dbgs() << "\nBlock equivalence classes\n");
- // Find equivalence sets based on dominance and post-dominance information.
- for (auto &BB : F) {
- BasicBlock *BB1 = &BB;
- // Compute BB1's equivalence class once.
- if (EquivalenceClass.count(BB1)) {
- LLVM_DEBUG(printBlockEquivalence(dbgs(), BB1));
- continue;
- }
- // By default, blocks are in their own equivalence class.
- EquivalenceClass[BB1] = BB1;
- // Traverse all the blocks dominated by BB1. We are looking for
- // every basic block BB2 such that:
- //
- // 1- BB1 dominates BB2.
- // 2- BB2 post-dominates BB1.
- // 3- BB1 and BB2 are in the same loop nest.
- //
- // If all those conditions hold, it means that BB2 is executed
- // as many times as BB1, so they are placed in the same equivalence
- // class by making BB2's equivalence class be BB1.
- DominatedBBs.clear();
- DT->getDescendants(BB1, DominatedBBs);
- findEquivalencesFor(BB1, DominatedBBs, PDT.get());
- LLVM_DEBUG(printBlockEquivalence(dbgs(), BB1));
- }
- // Assign weights to equivalence classes.
- //
- // All the basic blocks in the same equivalence class will execute
- // the same number of times. Since we know that the head block in
- // each equivalence class has the largest weight, assign that weight
- // to all the blocks in that equivalence class.
- LLVM_DEBUG(
- dbgs() << "\nAssign the same weight to all blocks in the same class\n");
- for (auto &BI : F) {
- const BasicBlock *BB = &BI;
- const BasicBlock *EquivBB = EquivalenceClass[BB];
- if (BB != EquivBB)
- BlockWeights[BB] = BlockWeights[EquivBB];
- LLVM_DEBUG(printBlockWeight(dbgs(), BB));
- }
- }
- /// Visit the given edge to decide if it has a valid weight.
- ///
- /// If \p E has not been visited before, we copy to \p UnknownEdge
- /// and increment the count of unknown edges.
- ///
- /// \param E Edge to visit.
- /// \param NumUnknownEdges Current number of unknown edges.
- /// \param UnknownEdge Set if E has not been visited before.
- ///
- /// \returns E's weight, if known. Otherwise, return 0.
- uint64_t SampleProfileLoader::visitEdge(Edge E, unsigned *NumUnknownEdges,
- Edge *UnknownEdge) {
- if (!VisitedEdges.count(E)) {
- (*NumUnknownEdges)++;
- *UnknownEdge = E;
- return 0;
- }
- return EdgeWeights[E];
- }
- /// Propagate weights through incoming/outgoing edges.
- ///
- /// If the weight of a basic block is known, and there is only one edge
- /// with an unknown weight, we can calculate the weight of that edge.
- ///
- /// Similarly, if all the edges have a known count, we can calculate the
- /// count of the basic block, if needed.
- ///
- /// \param F Function to process.
- /// \param UpdateBlockCount Whether we should update basic block counts that
- /// has already been annotated.
- ///
- /// \returns True if new weights were assigned to edges or blocks.
- bool SampleProfileLoader::propagateThroughEdges(Function &F,
- bool UpdateBlockCount) {
- bool Changed = false;
- LLVM_DEBUG(dbgs() << "\nPropagation through edges\n");
- for (const auto &BI : F) {
- const BasicBlock *BB = &BI;
- const BasicBlock *EC = EquivalenceClass[BB];
- // Visit all the predecessor and successor edges to determine
- // which ones have a weight assigned already. Note that it doesn't
- // matter that we only keep track of a single unknown edge. The
- // only case we are interested in handling is when only a single
- // edge is unknown (see setEdgeOrBlockWeight).
- for (unsigned i = 0; i < 2; i++) {
- uint64_t TotalWeight = 0;
- unsigned NumUnknownEdges = 0, NumTotalEdges = 0;
- Edge UnknownEdge, SelfReferentialEdge, SingleEdge;
- if (i == 0) {
- // First, visit all predecessor edges.
- NumTotalEdges = Predecessors[BB].size();
- for (auto *Pred : Predecessors[BB]) {
- Edge E = std::make_pair(Pred, BB);
- TotalWeight += visitEdge(E, &NumUnknownEdges, &UnknownEdge);
- if (E.first == E.second)
- SelfReferentialEdge = E;
- }
- if (NumTotalEdges == 1) {
- SingleEdge = std::make_pair(Predecessors[BB][0], BB);
- }
- } else {
- // On the second round, visit all successor edges.
- NumTotalEdges = Successors[BB].size();
- for (auto *Succ : Successors[BB]) {
- Edge E = std::make_pair(BB, Succ);
- TotalWeight += visitEdge(E, &NumUnknownEdges, &UnknownEdge);
- }
- if (NumTotalEdges == 1) {
- SingleEdge = std::make_pair(BB, Successors[BB][0]);
- }
- }
- // After visiting all the edges, there are three cases that we
- // can handle immediately:
- //
- // - All the edge weights are known (i.e., NumUnknownEdges == 0).
- // In this case, we simply check that the sum of all the edges
- // is the same as BB's weight. If not, we change BB's weight
- // to match. Additionally, if BB had not been visited before,
- // we mark it visited.
- //
- // - Only one edge is unknown and BB has already been visited.
- // In this case, we can compute the weight of the edge by
- // subtracting the total block weight from all the known
- // edge weights. If the edges weight more than BB, then the
- // edge of the last remaining edge is set to zero.
- //
- // - There exists a self-referential edge and the weight of BB is
- // known. In this case, this edge can be based on BB's weight.
- // We add up all the other known edges and set the weight on
- // the self-referential edge as we did in the previous case.
- //
- // In any other case, we must continue iterating. Eventually,
- // all edges will get a weight, or iteration will stop when
- // it reaches SampleProfileMaxPropagateIterations.
- if (NumUnknownEdges <= 1) {
- uint64_t &BBWeight = BlockWeights[EC];
- if (NumUnknownEdges == 0) {
- if (!VisitedBlocks.count(EC)) {
- // If we already know the weight of all edges, the weight of the
- // basic block can be computed. It should be no larger than the sum
- // of all edge weights.
- if (TotalWeight > BBWeight) {
- BBWeight = TotalWeight;
- Changed = true;
- LLVM_DEBUG(dbgs() << "All edge weights for " << BB->getName()
- << " known. Set weight for block: ";
- printBlockWeight(dbgs(), BB););
- }
- } else if (NumTotalEdges == 1 &&
- EdgeWeights[SingleEdge] < BlockWeights[EC]) {
- // If there is only one edge for the visited basic block, use the
- // block weight to adjust edge weight if edge weight is smaller.
- EdgeWeights[SingleEdge] = BlockWeights[EC];
- Changed = true;
- }
- } else if (NumUnknownEdges == 1 && VisitedBlocks.count(EC)) {
- // If there is a single unknown edge and the block has been
- // visited, then we can compute E's weight.
- if (BBWeight >= TotalWeight)
- EdgeWeights[UnknownEdge] = BBWeight - TotalWeight;
- else
- EdgeWeights[UnknownEdge] = 0;
- const BasicBlock *OtherEC;
- if (i == 0)
- OtherEC = EquivalenceClass[UnknownEdge.first];
- else
- OtherEC = EquivalenceClass[UnknownEdge.second];
- // Edge weights should never exceed the BB weights it connects.
- if (VisitedBlocks.count(OtherEC) &&
- EdgeWeights[UnknownEdge] > BlockWeights[OtherEC])
- EdgeWeights[UnknownEdge] = BlockWeights[OtherEC];
- VisitedEdges.insert(UnknownEdge);
- Changed = true;
- LLVM_DEBUG(dbgs() << "Set weight for edge: ";
- printEdgeWeight(dbgs(), UnknownEdge));
- }
- } else if (VisitedBlocks.count(EC) && BlockWeights[EC] == 0) {
- // If a block Weights 0, all its in/out edges should weight 0.
- if (i == 0) {
- for (auto *Pred : Predecessors[BB]) {
- Edge E = std::make_pair(Pred, BB);
- EdgeWeights[E] = 0;
- VisitedEdges.insert(E);
- }
- } else {
- for (auto *Succ : Successors[BB]) {
- Edge E = std::make_pair(BB, Succ);
- EdgeWeights[E] = 0;
- VisitedEdges.insert(E);
- }
- }
- } else if (SelfReferentialEdge.first && VisitedBlocks.count(EC)) {
- uint64_t &BBWeight = BlockWeights[BB];
- // We have a self-referential edge and the weight of BB is known.
- if (BBWeight >= TotalWeight)
- EdgeWeights[SelfReferentialEdge] = BBWeight - TotalWeight;
- else
- EdgeWeights[SelfReferentialEdge] = 0;
- VisitedEdges.insert(SelfReferentialEdge);
- Changed = true;
- LLVM_DEBUG(dbgs() << "Set self-referential edge weight to: ";
- printEdgeWeight(dbgs(), SelfReferentialEdge));
- }
- if (UpdateBlockCount && !VisitedBlocks.count(EC) && TotalWeight > 0) {
- BlockWeights[EC] = TotalWeight;
- VisitedBlocks.insert(EC);
- Changed = true;
- }
- }
- }
- return Changed;
- }
- /// Build in/out edge lists for each basic block in the CFG.
- ///
- /// We are interested in unique edges. If a block B1 has multiple
- /// edges to another block B2, we only add a single B1->B2 edge.
- void SampleProfileLoader::buildEdges(Function &F) {
- for (auto &BI : F) {
- BasicBlock *B1 = &BI;
- // Add predecessors for B1.
- SmallPtrSet<BasicBlock *, 16> Visited;
- if (!Predecessors[B1].empty())
- llvm_unreachable("Found a stale predecessors list in a basic block.");
- for (pred_iterator PI = pred_begin(B1), PE = pred_end(B1); PI != PE; ++PI) {
- BasicBlock *B2 = *PI;
- if (Visited.insert(B2).second)
- Predecessors[B1].push_back(B2);
- }
- // Add successors for B1.
- Visited.clear();
- if (!Successors[B1].empty())
- llvm_unreachable("Found a stale successors list in a basic block.");
- for (succ_iterator SI = succ_begin(B1), SE = succ_end(B1); SI != SE; ++SI) {
- BasicBlock *B2 = *SI;
- if (Visited.insert(B2).second)
- Successors[B1].push_back(B2);
- }
- }
- }
- /// 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;
- }
- /// Propagate weights into edges
- ///
- /// The following rules are applied to every block BB in the CFG:
- ///
- /// - If BB has a single predecessor/successor, then the weight
- /// of that edge is the weight of the block.
- ///
- /// - If all incoming or outgoing edges are known except one, and the
- /// weight of the block is already known, the weight of the unknown
- /// edge will be the weight of the block minus the sum of all the known
- /// edges. If the sum of all the known edges is larger than BB's weight,
- /// we set the unknown edge weight to zero.
- ///
- /// - If there is a self-referential edge, and the weight of the block is
- /// known, the weight for that edge is set to the weight of the block
- /// minus the weight of the other incoming edges to that block (if
- /// known).
- void SampleProfileLoader::propagateWeights(Function &F) {
- bool Changed = true;
- unsigned I = 0;
- // If BB weight is larger than its corresponding loop's header BB weight,
- // use the BB weight to replace the loop header BB weight.
- for (auto &BI : F) {
- BasicBlock *BB = &BI;
- Loop *L = LI->getLoopFor(BB);
- if (!L) {
- continue;
- }
- BasicBlock *Header = L->getHeader();
- if (Header && BlockWeights[BB] > BlockWeights[Header]) {
- BlockWeights[Header] = BlockWeights[BB];
- }
- }
- // Before propagation starts, build, for each block, a list of
- // unique predecessors and successors. This is necessary to handle
- // identical edges in multiway branches. Since we visit all blocks and all
- // edges of the CFG, it is cleaner to build these lists once at the start
- // of the pass.
- buildEdges(F);
- // Propagate until we converge or we go past the iteration limit.
- while (Changed && I++ < SampleProfileMaxPropagateIterations) {
- Changed = propagateThroughEdges(F, false);
- }
- // The first propagation propagates BB counts from annotated BBs to unknown
- // BBs. The 2nd propagation pass resets edges weights, and use all BB weights
- // to propagate edge weights.
- VisitedEdges.clear();
- Changed = true;
- while (Changed && I++ < SampleProfileMaxPropagateIterations) {
- Changed = propagateThroughEdges(F, false);
- }
- // The 3rd propagation pass allows adjust annotated BB weights that are
- // obviously wrong.
- Changed = true;
- while (Changed && I++ < SampleProfileMaxPropagateIterations) {
- Changed = propagateThroughEdges(F, true);
- }
- // 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;
- // Prorate the callsite counts to reflect what is already done to the
- // callsite, such as ICP or calliste cloning.
- if (FunctionSamples::ProfileIsProbeBased) {
- 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;
- findIndirectCallFunctionSamples(I, Sum);
- annotateValueSite(*I.getParent()->getParent()->getParent(), I,
- SortedCallTargets, Sum, IPVK_IndirectCallTarget,
- SortedCallTargets.size());
- } else if (!isa<IntrinsicInst>(&I)) {
- I.setMetadata(LLVMContext::MD_prof,
- MDB.createBranchWeights(
- {static_cast<uint32_t>(BlockWeights[BB])}));
- }
- }
- }
- Instruction *TI = BB->getTerminator();
- if (TI->getNumSuccessors() == 1)
- continue;
- if (!isa<BranchInst>(TI) && !isa<SwitchInst>(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;
- 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();
- }
- // Weight is added by one to avoid propagation errors introduced by
- // 0 weights.
- Weights.push_back(static_cast<uint32_t>(Weight + 1));
- 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. 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.
- if (MaxWeight > 0 && !TI->extractProfTotalWeight(TempWeight)) {
- 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 {
- LLVM_DEBUG(dbgs() << "SKIPPED. All branch weights are zero.\n");
- }
- }
- }
- /// Get the line number for the function header.
- ///
- /// This looks up function \p F in the current compilation unit and
- /// retrieves the line number where the function is defined. This is
- /// line 0 for all the samples read from the profile file. Every line
- /// number is relative to this line.
- ///
- /// \param F Function object to query.
- ///
- /// \returns the line number where \p F is defined. If it returns 0,
- /// it means that there is no debug information available for \p F.
- unsigned SampleProfileLoader::getFunctionLoc(Function &F) {
- if (DISubprogram *S = F.getSubprogram())
- return S->getLine();
- if (NoWarnSampleUnused)
- return 0;
- // If the start of \p F is missing, emit a diagnostic to inform the user
- // about the missed opportunity.
- F.getContext().diagnose(DiagnosticInfoSampleProfile(
- "No debug information found in function " + F.getName() +
- ": Function profile not used",
- DS_Warning));
- return 0;
- }
- void SampleProfileLoader::computeDominanceAndLoopInfo(Function &F) {
- DT.reset(new DominatorTree);
- DT->recalculate(F);
- PDT.reset(new PostDominatorTree(F));
- LI.reset(new LoopInfo);
- LI->analyze(*DT);
- }
- /// Generate branch weight metadata for all branches in \p F.
- ///
- /// Branch weights are computed out of instruction samples using a
- /// propagation heuristic. Propagation proceeds in 3 phases:
- ///
- /// 1- Assignment of block weights. All the basic blocks in the function
- /// are initial assigned the same weight as their most frequently
- /// executed instruction.
- ///
- /// 2- Creation of equivalence classes. Since samples may be missing from
- /// blocks, we can fill in the gaps by setting the weights of all the
- /// blocks in the same equivalence class to the same weight. To compute
- /// the concept of equivalence, we use dominance and loop information.
- /// Two blocks B1 and B2 are in the same equivalence class if B1
- /// dominates B2, B2 post-dominates B1 and both are in the same loop.
- ///
- /// 3- Propagation of block weights into edges. This uses a simple
- /// propagation heuristic. The following rules are applied to every
- /// block BB in the CFG:
- ///
- /// - If BB has a single predecessor/successor, then the weight
- /// of that edge is the weight of the block.
- ///
- /// - If all the edges are known except one, and the weight of the
- /// block is already known, the weight of the unknown edge will
- /// be the weight of the block minus the sum of all the known
- /// edges. If the sum of all the known edges is larger than BB's weight,
- /// we set the unknown edge weight to zero.
- ///
- /// - If there is a self-referential edge, and the weight of the block is
- /// known, the weight for that edge is set to the weight of the block
- /// minus the weight of the other incoming edges to that block (if
- /// known).
- ///
- /// Since this propagation is not guaranteed to finalize for every CFG, we
- /// only allow it to proceed for a limited number of iterations (controlled
- /// by -sample-profile-max-propagate-iterations).
- ///
- /// FIXME: Try to replace this propagation heuristic with a scheme
- /// that is guaranteed to finalize. A work-list approach similar to
- /// the standard value propagation algorithm used by SSA-CCP might
- /// work here.
- ///
- /// 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 (ProfileIsCS && CallsitePrioritizedInline)
- Changed |= inlineHotFunctionsWithPriority(F, InlinedGUIDs);
- else
- Changed |= inlineHotFunctions(F, InlinedGUIDs);
- // Compute basic block weights.
- Changed |= computeBlockWeights(F);
- if (Changed) {
- // Add an entry count to the function using the samples gathered at the
- // function entry.
- // Sets the GUIDs that are inlined in the profiled binary. This is used
- // for ThinLink to make correct liveness analysis, and also make the IR
- // match the profiled binary before annotation.
- F.setEntryCount(
- ProfileCount(Samples->getHeadSamples() + 1, Function::PCT_Real),
- &InlinedGUIDs);
- // Compute dominance and loop info needed for propagation.
- computeDominanceAndLoopInfo(F);
- // Find equivalence classes.
- findEquivalenceClasses(F);
- // Propagate weights to all edges.
- propagateWeights(F);
- }
- // If coverage checking was requested, compute it now.
- if (SampleProfileRecordCoverage) {
- unsigned Used = CoverageTracker.countUsedRecords(Samples, PSI);
- unsigned Total = CoverageTracker.countBodyRecords(Samples, PSI);
- unsigned Coverage = CoverageTracker.computeCoverage(Used, Total);
- if (Coverage < SampleProfileRecordCoverage) {
- F.getContext().diagnose(DiagnosticInfoSampleProfile(
- F.getSubprogram()->getFilename(), getFunctionLoc(F),
- Twine(Used) + " of " + Twine(Total) + " available profile records (" +
- Twine(Coverage) + "%) were applied",
- DS_Warning));
- }
- }
- if (SampleProfileSampleCoverage) {
- uint64_t Used = CoverageTracker.getTotalUsedSamples();
- uint64_t Total = CoverageTracker.countBodySamples(Samples, PSI);
- unsigned Coverage = CoverageTracker.computeCoverage(Used, Total);
- if (Coverage < SampleProfileSampleCoverage) {
- F.getContext().diagnose(DiagnosticInfoSampleProfile(
- F.getSubprogram()->getFilename(), getFunctionLoc(F),
- Twine(Used) + " of " + Twine(Total) + " available profile samples (" +
- Twine(Coverage) + "%) were applied",
- DS_Warning));
- }
- }
- 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)
- // Add inlined profile call edges to the call graph.
- void SampleProfileLoader::addCallGraphEdges(CallGraph &CG,
- const FunctionSamples &Samples) {
- Function *Caller = SymbolMap.lookup(Samples.getFuncName());
- if (!Caller || Caller->isDeclaration())
- return;
- // Skip non-inlined call edges which are not important since top down inlining
- // for non-CS profile is to get more precise profile matching, not to enable
- // more inlining.
- for (const auto &CallsiteSamples : Samples.getCallsiteSamples()) {
- for (const auto &InlinedSamples : CallsiteSamples.second) {
- Function *Callee = SymbolMap.lookup(InlinedSamples.first);
- if (Callee && !Callee->isDeclaration())
- CG[Caller]->addCalledFunction(nullptr, CG[Callee]);
- addCallGraphEdges(CG, InlinedSamples.second);
- }
- }
- }
- // Replace call graph edges with dynamic call edges from the profile.
- void SampleProfileLoader::replaceCallGraphEdges(
- CallGraph &CG, StringMap<Function *> &SymbolMap) {
- // Remove static call edges from the call graph except for the ones from the
- // root which make the call graph connected.
- for (const auto &Node : CG)
- if (Node.second.get() != CG.getExternalCallingNode())
- Node.second->removeAllCalledFunctions();
- // Add profile call edges to the call graph.
- if (ProfileIsCS) {
- ContextTracker->addCallGraphEdges(CG, SymbolMap);
- } else {
- for (const auto &Samples : Reader->getProfiles())
- addCallGraphEdges(CG, Samples.second);
- }
- }
- std::vector<Function *>
- SampleProfileLoader::buildFunctionOrder(Module &M, CallGraph *CG) {
- std::vector<Function *> FunctionOrderList;
- FunctionOrderList.reserve(M.size());
- 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);
- // Add indirect call edges from profile to augment the static call graph.
- // Functions will be processed in a top-down order defined by the static call
- // graph. Adjusting the order by considering indirect call edges from the
- // profile (which don't exist in the static call graph) can enable the
- // inlining of indirect call targets by processing the caller before them.
- // TODO: enable this for non-CS profile and fix the counts returning logic to
- // have a full support for indirect calls.
- if (UseProfileIndirectCallEdges && ProfileIsCS) {
- for (auto &Entry : *CG) {
- const auto *F = Entry.first;
- if (!F || F->isDeclaration() || !F->hasFnAttribute("use-sample-profile"))
- continue;
- auto &AllContexts = ContextTracker->getAllContextSamplesFor(F->getName());
- if (AllContexts.empty())
- continue;
- for (const auto &BB : *F) {
- for (const auto &I : BB.getInstList()) {
- const auto *CB = dyn_cast<CallBase>(&I);
- if (!CB || !CB->isIndirectCall())
- continue;
- const DebugLoc &DLoc = I.getDebugLoc();
- if (!DLoc)
- continue;
- auto CallSite = FunctionSamples::getCallSiteIdentifier(DLoc);
- for (FunctionSamples *Samples : AllContexts) {
- if (auto CallTargets = Samples->findCallTargetMapAt(CallSite)) {
- for (const auto &Target : CallTargets.get()) {
- Function *Callee = SymbolMap.lookup(Target.first());
- if (Callee && !Callee->isDeclaration())
- Entry.second->addCalledFunction(nullptr, (*CG)[Callee]);
- }
- }
- }
- }
- }
- }
- }
- // Compute a top-down order the profile which is used to sort functions in
- // one SCC later. 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.
- DenseMap<Function *, uint64_t> ProfileOrderMap;
- if (UseProfileTopDownOrder ||
- (ProfileIsCS && !UseProfileTopDownOrder.getNumOccurrences())) {
- // Create a static call graph. The call edges are not important since they
- // will be replaced by dynamic edges from the profile.
- CallGraph ProfileCG(M);
- replaceCallGraphEdges(ProfileCG, SymbolMap);
- scc_iterator<CallGraph *> CGI = scc_begin(&ProfileCG);
- uint64_t I = 0;
- while (!CGI.isAtEnd()) {
- for (CallGraphNode *Node : *CGI) {
- if (auto *F = Node->getFunction())
- ProfileOrderMap[F] = ++I;
- }
- ++CGI;
- }
- }
- scc_iterator<CallGraph *> CGI = scc_begin(CG);
- while (!CGI.isAtEnd()) {
- uint64_t Start = FunctionOrderList.size();
- for (CallGraphNode *Node : *CGI) {
- auto *F = Node->getFunction();
- if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile"))
- FunctionOrderList.push_back(F);
- }
- // Sort nodes in SCC based on the profile top-down order.
- if (!ProfileOrderMap.empty()) {
- std::stable_sort(FunctionOrderList.begin() + Start,
- FunctionOrderList.end(),
- [&ProfileOrderMap](Function *Left, Function *Right) {
- return ProfileOrderMap[Left] < ProfileOrderMap[Right];
- });
- }
- ++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, 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);
- Reader->collectFuncsFrom(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());
- }
- if (FAM && !ProfileInlineReplayFile.empty()) {
- ExternalInlineAdvisor = std::make_unique<ReplayInlineAdvisor>(
- M, *FAM, Ctx, /*OriginalAdvisor=*/nullptr, ProfileInlineReplayFile,
- /*EmitRemarks=*/false);
- if (!ExternalInlineAdvisor->areReplayRemarksLoaded())
- ExternalInlineAdvisor.reset();
- }
- // Apply tweaks if context-sensitive profile is available.
- if (Reader->profileIsCS()) {
- ProfileIsCS = true;
- FunctionSamples::ProfileIsCS = true;
- // Enable priority-base inliner and size inline by default for CSSPGO.
- if (!ProfileSizeInline.getNumOccurrences())
- ProfileSizeInline = true;
- if (!CallsitePrioritizedInline.getNumOccurrences())
- CallsitePrioritizedInline = true;
- // Tracker for profiles under different context
- ContextTracker =
- std::make_unique<SampleContextTracker>(Reader->getProfiles());
- }
- // 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(Filename, Msg));
- 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)
- continue;
- SymbolMap[OrigName] = F;
- auto pos = OrigName.find('.');
- if (pos != StringRef::npos) {
- StringRef NewName = OrigName.substr(0, pos);
- 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)
- continue;
- SymbolMap.insert(std::make_pair(*MapName, F));
- }
- }
- }
- bool retval = false;
- for (auto F : buildFunctionOrder(M, CG)) {
- assert(!F->isDeclaration());
- clearFunctionData();
- retval |= runOnFunction(*F, AM);
- }
- // Account for cold calls not inlined....
- if (!ProfileIsCS)
- 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;
- }
- // 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 (ProfileIsCS)
- 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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