1 //===- SampleProfile.cpp - Incorporate sample profiles into the IR --------===// 2 // 3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. 4 // See https://llvm.org/LICENSE.txt for license information. 5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception 6 // 7 //===----------------------------------------------------------------------===// 8 // 9 // This file implements the SampleProfileLoader transformation. This pass 10 // reads a profile file generated by a sampling profiler (e.g. Linux Perf - 11 // http://perf.wiki.kernel.org/) and generates IR metadata to reflect the 12 // profile information in the given profile. 13 // 14 // This pass generates branch weight annotations on the IR: 15 // 16 // - prof: Represents branch weights. This annotation is added to branches 17 // to indicate the weights of each edge coming out of the branch. 18 // The weight of each edge is the weight of the target block for 19 // that edge. The weight of a block B is computed as the maximum 20 // number of samples found in B. 21 // 22 //===----------------------------------------------------------------------===// 23 24 #include "llvm/Transforms/IPO/SampleProfile.h" 25 #include "llvm/ADT/ArrayRef.h" 26 #include "llvm/ADT/DenseMap.h" 27 #include "llvm/ADT/DenseSet.h" 28 #include "llvm/ADT/None.h" 29 #include "llvm/ADT/PriorityQueue.h" 30 #include "llvm/ADT/SCCIterator.h" 31 #include "llvm/ADT/SmallPtrSet.h" 32 #include "llvm/ADT/SmallSet.h" 33 #include "llvm/ADT/SmallVector.h" 34 #include "llvm/ADT/Statistic.h" 35 #include "llvm/ADT/StringMap.h" 36 #include "llvm/ADT/StringRef.h" 37 #include "llvm/ADT/Twine.h" 38 #include "llvm/Analysis/AssumptionCache.h" 39 #include "llvm/Analysis/CallGraph.h" 40 #include "llvm/Analysis/CallGraphSCCPass.h" 41 #include "llvm/Analysis/InlineAdvisor.h" 42 #include "llvm/Analysis/InlineCost.h" 43 #include "llvm/Analysis/LoopInfo.h" 44 #include "llvm/Analysis/OptimizationRemarkEmitter.h" 45 #include "llvm/Analysis/PostDominators.h" 46 #include "llvm/Analysis/ProfileSummaryInfo.h" 47 #include "llvm/Analysis/ReplayInlineAdvisor.h" 48 #include "llvm/Analysis/TargetLibraryInfo.h" 49 #include "llvm/Analysis/TargetTransformInfo.h" 50 #include "llvm/IR/BasicBlock.h" 51 #include "llvm/IR/CFG.h" 52 #include "llvm/IR/DebugInfoMetadata.h" 53 #include "llvm/IR/DebugLoc.h" 54 #include "llvm/IR/DiagnosticInfo.h" 55 #include "llvm/IR/Dominators.h" 56 #include "llvm/IR/Function.h" 57 #include "llvm/IR/GlobalValue.h" 58 #include "llvm/IR/InstrTypes.h" 59 #include "llvm/IR/Instruction.h" 60 #include "llvm/IR/Instructions.h" 61 #include "llvm/IR/IntrinsicInst.h" 62 #include "llvm/IR/LLVMContext.h" 63 #include "llvm/IR/MDBuilder.h" 64 #include "llvm/IR/Module.h" 65 #include "llvm/IR/PassManager.h" 66 #include "llvm/IR/ValueSymbolTable.h" 67 #include "llvm/InitializePasses.h" 68 #include "llvm/Pass.h" 69 #include "llvm/ProfileData/InstrProf.h" 70 #include "llvm/ProfileData/SampleProf.h" 71 #include "llvm/ProfileData/SampleProfReader.h" 72 #include "llvm/Support/Casting.h" 73 #include "llvm/Support/CommandLine.h" 74 #include "llvm/Support/Debug.h" 75 #include "llvm/Support/ErrorHandling.h" 76 #include "llvm/Support/ErrorOr.h" 77 #include "llvm/Support/GenericDomTree.h" 78 #include "llvm/Support/raw_ostream.h" 79 #include "llvm/Transforms/IPO.h" 80 #include "llvm/Transforms/IPO/SampleContextTracker.h" 81 #include "llvm/Transforms/IPO/SampleProfileProbe.h" 82 #include "llvm/Transforms/Instrumentation.h" 83 #include "llvm/Transforms/Utils/CallPromotionUtils.h" 84 #include "llvm/Transforms/Utils/Cloning.h" 85 #include "llvm/Transforms/Utils/SampleProfileLoaderBaseImpl.h" 86 #include "llvm/Transforms/Utils/SampleProfileLoaderBaseUtil.h" 87 #include <algorithm> 88 #include <cassert> 89 #include <cstdint> 90 #include <functional> 91 #include <limits> 92 #include <map> 93 #include <memory> 94 #include <queue> 95 #include <string> 96 #include <system_error> 97 #include <utility> 98 #include <vector> 99 100 using namespace llvm; 101 using namespace sampleprof; 102 using namespace llvm::sampleprofutil; 103 using ProfileCount = Function::ProfileCount; 104 #define DEBUG_TYPE "sample-profile" 105 #define CSINLINE_DEBUG DEBUG_TYPE "-inline" 106 107 STATISTIC(NumCSInlined, 108 "Number of functions inlined with context sensitive profile"); 109 STATISTIC(NumCSNotInlined, 110 "Number of functions not inlined with context sensitive profile"); 111 STATISTIC(NumMismatchedProfile, 112 "Number of functions with CFG mismatched profile"); 113 STATISTIC(NumMatchedProfile, "Number of functions with CFG matched profile"); 114 STATISTIC(NumDuplicatedInlinesite, 115 "Number of inlined callsites with a partial distribution factor"); 116 117 STATISTIC(NumCSInlinedHitMinLimit, 118 "Number of functions with FDO inline stopped due to min size limit"); 119 STATISTIC(NumCSInlinedHitMaxLimit, 120 "Number of functions with FDO inline stopped due to max size limit"); 121 STATISTIC( 122 NumCSInlinedHitGrowthLimit, 123 "Number of functions with FDO inline stopped due to growth size limit"); 124 125 // Command line option to specify the file to read samples from. This is 126 // mainly used for debugging. 127 static cl::opt<std::string> SampleProfileFile( 128 "sample-profile-file", cl::init(""), cl::value_desc("filename"), 129 cl::desc("Profile file loaded by -sample-profile"), cl::Hidden); 130 131 // The named file contains a set of transformations that may have been applied 132 // to the symbol names between the program from which the sample data was 133 // collected and the current program's symbols. 134 static cl::opt<std::string> SampleProfileRemappingFile( 135 "sample-profile-remapping-file", cl::init(""), cl::value_desc("filename"), 136 cl::desc("Profile remapping file loaded by -sample-profile"), cl::Hidden); 137 138 static cl::opt<bool> ProfileSampleAccurate( 139 "profile-sample-accurate", cl::Hidden, cl::init(false), 140 cl::desc("If the sample profile is accurate, we will mark all un-sampled " 141 "callsite and function as having 0 samples. Otherwise, treat " 142 "un-sampled callsites and functions conservatively as unknown. ")); 143 144 static cl::opt<bool> ProfileAccurateForSymsInList( 145 "profile-accurate-for-symsinlist", cl::Hidden, cl::ZeroOrMore, 146 cl::init(true), 147 cl::desc("For symbols in profile symbol list, regard their profiles to " 148 "be accurate. It may be overriden by profile-sample-accurate. ")); 149 150 static cl::opt<bool> ProfileMergeInlinee( 151 "sample-profile-merge-inlinee", cl::Hidden, cl::init(true), 152 cl::desc("Merge past inlinee's profile to outline version if sample " 153 "profile loader decided not to inline a call site. It will " 154 "only be enabled when top-down order of profile loading is " 155 "enabled. ")); 156 157 static cl::opt<bool> ProfileTopDownLoad( 158 "sample-profile-top-down-load", cl::Hidden, cl::init(true), 159 cl::desc("Do profile annotation and inlining for functions in top-down " 160 "order of call graph during sample profile loading. It only " 161 "works for new pass manager. ")); 162 163 static cl::opt<bool> UseProfileIndirectCallEdges( 164 "use-profile-indirect-call-edges", cl::init(true), cl::Hidden, 165 cl::desc("Considering indirect call samples from profile when top-down " 166 "processing functions. Only CSSPGO is supported.")); 167 168 static cl::opt<bool> UseProfileTopDownOrder( 169 "use-profile-top-down-order", cl::init(false), cl::Hidden, 170 cl::desc("Process functions in one SCC in a top-down order " 171 "based on the input profile.")); 172 173 static cl::opt<bool> ProfileSizeInline( 174 "sample-profile-inline-size", cl::Hidden, cl::init(false), 175 cl::desc("Inline cold call sites in profile loader if it's beneficial " 176 "for code size.")); 177 178 static cl::opt<int> ProfileInlineGrowthLimit( 179 "sample-profile-inline-growth-limit", cl::Hidden, cl::init(12), 180 cl::desc("The size growth ratio limit for proirity-based sample profile " 181 "loader inlining.")); 182 183 static cl::opt<int> ProfileInlineLimitMin( 184 "sample-profile-inline-limit-min", cl::Hidden, cl::init(100), 185 cl::desc("The lower bound of size growth limit for " 186 "proirity-based sample profile loader inlining.")); 187 188 static cl::opt<int> ProfileInlineLimitMax( 189 "sample-profile-inline-limit-max", cl::Hidden, cl::init(10000), 190 cl::desc("The upper bound of size growth limit for " 191 "proirity-based sample profile loader inlining.")); 192 193 static cl::opt<int> ProfileICPThreshold( 194 "sample-profile-icp-threshold", cl::Hidden, cl::init(5), 195 cl::desc( 196 "Relative hotness threshold for indirect " 197 "call promotion in proirity-based sample profile loader inlining.")); 198 199 static cl::opt<int> SampleHotCallSiteThreshold( 200 "sample-profile-hot-inline-threshold", cl::Hidden, cl::init(3000), 201 cl::desc("Hot callsite threshold for proirity-based sample profile loader " 202 "inlining.")); 203 204 static cl::opt<bool> CallsitePrioritizedInline( 205 "sample-profile-prioritized-inline", cl::Hidden, cl::ZeroOrMore, 206 cl::init(false), 207 cl::desc("Use call site prioritized inlining for sample profile loader." 208 "Currently only CSSPGO is supported.")); 209 210 static cl::opt<int> SampleColdCallSiteThreshold( 211 "sample-profile-cold-inline-threshold", cl::Hidden, cl::init(45), 212 cl::desc("Threshold for inlining cold callsites")); 213 214 static cl::opt<std::string> ProfileInlineReplayFile( 215 "sample-profile-inline-replay", cl::init(""), cl::value_desc("filename"), 216 cl::desc( 217 "Optimization remarks file containing inline remarks to be replayed " 218 "by inlining from sample profile loader."), 219 cl::Hidden); 220 221 static cl::opt<unsigned> 222 MaxNumPromotions("sample-profile-icp-max-prom", cl::init(3), cl::Hidden, 223 cl::ZeroOrMore, 224 cl::desc("Max number of promotions for a single indirect " 225 "call callsite in sample profile loader")); 226 227 namespace { 228 229 using BlockWeightMap = DenseMap<const BasicBlock *, uint64_t>; 230 using EquivalenceClassMap = DenseMap<const BasicBlock *, const BasicBlock *>; 231 using Edge = std::pair<const BasicBlock *, const BasicBlock *>; 232 using EdgeWeightMap = DenseMap<Edge, uint64_t>; 233 using BlockEdgeMap = 234 DenseMap<const BasicBlock *, SmallVector<const BasicBlock *, 8>>; 235 236 class GUIDToFuncNameMapper { 237 public: 238 GUIDToFuncNameMapper(Module &M, SampleProfileReader &Reader, 239 DenseMap<uint64_t, StringRef> &GUIDToFuncNameMap) 240 : CurrentReader(Reader), CurrentModule(M), 241 CurrentGUIDToFuncNameMap(GUIDToFuncNameMap) { 242 if (!CurrentReader.useMD5()) 243 return; 244 245 for (const auto &F : CurrentModule) { 246 StringRef OrigName = F.getName(); 247 CurrentGUIDToFuncNameMap.insert( 248 {Function::getGUID(OrigName), OrigName}); 249 250 // Local to global var promotion used by optimization like thinlto 251 // will rename the var and add suffix like ".llvm.xxx" to the 252 // original local name. In sample profile, the suffixes of function 253 // names are all stripped. Since it is possible that the mapper is 254 // built in post-thin-link phase and var promotion has been done, 255 // we need to add the substring of function name without the suffix 256 // into the GUIDToFuncNameMap. 257 StringRef CanonName = FunctionSamples::getCanonicalFnName(F); 258 if (CanonName != OrigName) 259 CurrentGUIDToFuncNameMap.insert( 260 {Function::getGUID(CanonName), CanonName}); 261 } 262 263 // Update GUIDToFuncNameMap for each function including inlinees. 264 SetGUIDToFuncNameMapForAll(&CurrentGUIDToFuncNameMap); 265 } 266 267 ~GUIDToFuncNameMapper() { 268 if (!CurrentReader.useMD5()) 269 return; 270 271 CurrentGUIDToFuncNameMap.clear(); 272 273 // Reset GUIDToFuncNameMap for of each function as they're no 274 // longer valid at this point. 275 SetGUIDToFuncNameMapForAll(nullptr); 276 } 277 278 private: 279 void SetGUIDToFuncNameMapForAll(DenseMap<uint64_t, StringRef> *Map) { 280 std::queue<FunctionSamples *> FSToUpdate; 281 for (auto &IFS : CurrentReader.getProfiles()) { 282 FSToUpdate.push(&IFS.second); 283 } 284 285 while (!FSToUpdate.empty()) { 286 FunctionSamples *FS = FSToUpdate.front(); 287 FSToUpdate.pop(); 288 FS->GUIDToFuncNameMap = Map; 289 for (const auto &ICS : FS->getCallsiteSamples()) { 290 const FunctionSamplesMap &FSMap = ICS.second; 291 for (auto &IFS : FSMap) { 292 FunctionSamples &FS = const_cast<FunctionSamples &>(IFS.second); 293 FSToUpdate.push(&FS); 294 } 295 } 296 } 297 } 298 299 SampleProfileReader &CurrentReader; 300 Module &CurrentModule; 301 DenseMap<uint64_t, StringRef> &CurrentGUIDToFuncNameMap; 302 }; 303 304 // Inline candidate used by iterative callsite prioritized inliner 305 struct InlineCandidate { 306 CallBase *CallInstr; 307 const FunctionSamples *CalleeSamples; 308 // Prorated callsite count, which will be used to guide inlining. For example, 309 // if a callsite is duplicated in LTO prelink, then in LTO postlink the two 310 // copies will get their own distribution factors and their prorated counts 311 // will be used to decide if they should be inlined independently. 312 uint64_t CallsiteCount; 313 // Call site distribution factor to prorate the profile samples for a 314 // duplicated callsite. Default value is 1.0. 315 float CallsiteDistribution; 316 }; 317 318 // Inline candidate comparer using call site weight 319 struct CandidateComparer { 320 bool operator()(const InlineCandidate &LHS, const InlineCandidate &RHS) { 321 if (LHS.CallsiteCount != RHS.CallsiteCount) 322 return LHS.CallsiteCount < RHS.CallsiteCount; 323 324 const FunctionSamples *LCS = LHS.CalleeSamples; 325 const FunctionSamples *RCS = RHS.CalleeSamples; 326 assert(LCS && RCS && "Expect non-null FunctionSamples"); 327 328 // Tie breaker using number of samples try to favor smaller functions first 329 if (LCS->getBodySamples().size() != RCS->getBodySamples().size()) 330 return LCS->getBodySamples().size() > RCS->getBodySamples().size(); 331 332 // Tie breaker using GUID so we have stable/deterministic inlining order 333 return LCS->getGUID(LCS->getName()) < RCS->getGUID(RCS->getName()); 334 } 335 }; 336 337 using CandidateQueue = 338 PriorityQueue<InlineCandidate, std::vector<InlineCandidate>, 339 CandidateComparer>; 340 341 /// Sample profile pass. 342 /// 343 /// This pass reads profile data from the file specified by 344 /// -sample-profile-file and annotates every affected function with the 345 /// profile information found in that file. 346 class SampleProfileLoader final 347 : public SampleProfileLoaderBaseImpl<BasicBlock> { 348 public: 349 SampleProfileLoader( 350 StringRef Name, StringRef RemapName, ThinOrFullLTOPhase LTOPhase, 351 std::function<AssumptionCache &(Function &)> GetAssumptionCache, 352 std::function<TargetTransformInfo &(Function &)> GetTargetTransformInfo, 353 std::function<const TargetLibraryInfo &(Function &)> GetTLI) 354 : SampleProfileLoaderBaseImpl(std::string(Name)), 355 GetAC(std::move(GetAssumptionCache)), 356 GetTTI(std::move(GetTargetTransformInfo)), GetTLI(std::move(GetTLI)), 357 RemappingFilename(std::string(RemapName)), LTOPhase(LTOPhase) {} 358 359 bool doInitialization(Module &M, FunctionAnalysisManager *FAM = nullptr); 360 bool runOnModule(Module &M, ModuleAnalysisManager *AM, 361 ProfileSummaryInfo *_PSI, CallGraph *CG); 362 363 protected: 364 bool runOnFunction(Function &F, ModuleAnalysisManager *AM); 365 bool emitAnnotations(Function &F); 366 ErrorOr<uint64_t> getInstWeight(const Instruction &I) override; 367 ErrorOr<uint64_t> getProbeWeight(const Instruction &I); 368 const FunctionSamples *findCalleeFunctionSamples(const CallBase &I) const; 369 const FunctionSamples * 370 findFunctionSamples(const Instruction &I) const override; 371 std::vector<const FunctionSamples *> 372 findIndirectCallFunctionSamples(const Instruction &I, uint64_t &Sum) const; 373 void findExternalInlineCandidate(const FunctionSamples *Samples, 374 DenseSet<GlobalValue::GUID> &InlinedGUIDs, 375 const StringMap<Function *> &SymbolMap, 376 uint64_t Threshold); 377 // Attempt to promote indirect call and also inline the promoted call 378 bool tryPromoteAndInlineCandidate( 379 Function &F, InlineCandidate &Candidate, uint64_t SumOrigin, 380 uint64_t &Sum, SmallVector<CallBase *, 8> *InlinedCallSites = nullptr); 381 bool inlineHotFunctions(Function &F, 382 DenseSet<GlobalValue::GUID> &InlinedGUIDs); 383 InlineCost shouldInlineCandidate(InlineCandidate &Candidate); 384 bool getInlineCandidate(InlineCandidate *NewCandidate, CallBase *CB); 385 bool 386 tryInlineCandidate(InlineCandidate &Candidate, 387 SmallVector<CallBase *, 8> *InlinedCallSites = nullptr); 388 bool 389 inlineHotFunctionsWithPriority(Function &F, 390 DenseSet<GlobalValue::GUID> &InlinedGUIDs); 391 // Inline cold/small functions in addition to hot ones 392 bool shouldInlineColdCallee(CallBase &CallInst); 393 void emitOptimizationRemarksForInlineCandidates( 394 const SmallVectorImpl<CallBase *> &Candidates, const Function &F, 395 bool Hot); 396 std::vector<Function *> buildFunctionOrder(Module &M, CallGraph *CG); 397 void addCallGraphEdges(CallGraph &CG, const FunctionSamples &Samples); 398 void replaceCallGraphEdges(CallGraph &CG, StringMap<Function *> &SymbolMap); 399 void generateMDProfMetadata(Function &F); 400 401 /// Map from function name to Function *. Used to find the function from 402 /// the function name. If the function name contains suffix, additional 403 /// entry is added to map from the stripped name to the function if there 404 /// is one-to-one mapping. 405 StringMap<Function *> SymbolMap; 406 407 std::function<AssumptionCache &(Function &)> GetAC; 408 std::function<TargetTransformInfo &(Function &)> GetTTI; 409 std::function<const TargetLibraryInfo &(Function &)> GetTLI; 410 411 /// Profile tracker for different context. 412 std::unique_ptr<SampleContextTracker> ContextTracker; 413 414 /// Name of the profile remapping file to load. 415 std::string RemappingFilename; 416 417 /// Flag indicating whether the profile input loaded successfully. 418 bool ProfileIsValid = false; 419 420 /// Flag indicating whether input profile is context-sensitive 421 bool ProfileIsCS = false; 422 423 /// Flag indicating which LTO/ThinLTO phase the pass is invoked in. 424 /// 425 /// We need to know the LTO phase because for example in ThinLTOPrelink 426 /// phase, in annotation, we should not promote indirect calls. Instead, 427 /// we will mark GUIDs that needs to be annotated to the function. 428 ThinOrFullLTOPhase LTOPhase; 429 430 /// Profle Symbol list tells whether a function name appears in the binary 431 /// used to generate the current profile. 432 std::unique_ptr<ProfileSymbolList> PSL; 433 434 /// Total number of samples collected in this profile. 435 /// 436 /// This is the sum of all the samples collected in all the functions executed 437 /// at runtime. 438 uint64_t TotalCollectedSamples = 0; 439 440 // Information recorded when we declined to inline a call site 441 // because we have determined it is too cold is accumulated for 442 // each callee function. Initially this is just the entry count. 443 struct NotInlinedProfileInfo { 444 uint64_t entryCount; 445 }; 446 DenseMap<Function *, NotInlinedProfileInfo> notInlinedCallInfo; 447 448 // GUIDToFuncNameMap saves the mapping from GUID to the symbol name, for 449 // all the function symbols defined or declared in current module. 450 DenseMap<uint64_t, StringRef> GUIDToFuncNameMap; 451 452 // All the Names used in FunctionSamples including outline function 453 // names, inline instance names and call target names. 454 StringSet<> NamesInProfile; 455 456 // For symbol in profile symbol list, whether to regard their profiles 457 // to be accurate. It is mainly decided by existance of profile symbol 458 // list and -profile-accurate-for-symsinlist flag, but it can be 459 // overriden by -profile-sample-accurate or profile-sample-accurate 460 // attribute. 461 bool ProfAccForSymsInList; 462 463 // External inline advisor used to replay inline decision from remarks. 464 std::unique_ptr<ReplayInlineAdvisor> ExternalInlineAdvisor; 465 466 // A pseudo probe helper to correlate the imported sample counts. 467 std::unique_ptr<PseudoProbeManager> ProbeManager; 468 }; 469 470 class SampleProfileLoaderLegacyPass : public ModulePass { 471 public: 472 // Class identification, replacement for typeinfo 473 static char ID; 474 475 SampleProfileLoaderLegacyPass( 476 StringRef Name = SampleProfileFile, 477 ThinOrFullLTOPhase LTOPhase = ThinOrFullLTOPhase::None) 478 : ModulePass(ID), SampleLoader( 479 Name, SampleProfileRemappingFile, LTOPhase, 480 [&](Function &F) -> AssumptionCache & { 481 return ACT->getAssumptionCache(F); 482 }, 483 [&](Function &F) -> TargetTransformInfo & { 484 return TTIWP->getTTI(F); 485 }, 486 [&](Function &F) -> TargetLibraryInfo & { 487 return TLIWP->getTLI(F); 488 }) { 489 initializeSampleProfileLoaderLegacyPassPass( 490 *PassRegistry::getPassRegistry()); 491 } 492 493 void dump() { SampleLoader.dump(); } 494 495 bool doInitialization(Module &M) override { 496 return SampleLoader.doInitialization(M); 497 } 498 499 StringRef getPassName() const override { return "Sample profile pass"; } 500 bool runOnModule(Module &M) override; 501 502 void getAnalysisUsage(AnalysisUsage &AU) const override { 503 AU.addRequired<AssumptionCacheTracker>(); 504 AU.addRequired<TargetTransformInfoWrapperPass>(); 505 AU.addRequired<TargetLibraryInfoWrapperPass>(); 506 AU.addRequired<ProfileSummaryInfoWrapperPass>(); 507 } 508 509 private: 510 SampleProfileLoader SampleLoader; 511 AssumptionCacheTracker *ACT = nullptr; 512 TargetTransformInfoWrapperPass *TTIWP = nullptr; 513 TargetLibraryInfoWrapperPass *TLIWP = nullptr; 514 }; 515 516 } // end anonymous namespace 517 518 ErrorOr<uint64_t> SampleProfileLoader::getInstWeight(const Instruction &Inst) { 519 if (FunctionSamples::ProfileIsProbeBased) 520 return getProbeWeight(Inst); 521 522 const DebugLoc &DLoc = Inst.getDebugLoc(); 523 if (!DLoc) 524 return std::error_code(); 525 526 // Ignore all intrinsics, phinodes and branch instructions. 527 // Branch and phinodes instruction usually contains debug info from sources 528 // outside of the residing basic block, thus we ignore them during annotation. 529 if (isa<BranchInst>(Inst) || isa<IntrinsicInst>(Inst) || isa<PHINode>(Inst)) 530 return std::error_code(); 531 532 // For non-CS profile, if a direct call/invoke instruction is inlined in 533 // profile (findCalleeFunctionSamples returns non-empty result), but not 534 // inlined here, it means that the inlined callsite has no sample, thus the 535 // call instruction should have 0 count. 536 // For CS profile, the callsite count of previously inlined callees is 537 // populated with the entry count of the callees. 538 if (!ProfileIsCS) 539 if (const auto *CB = dyn_cast<CallBase>(&Inst)) 540 if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB)) 541 return 0; 542 543 return getInstWeightImpl(Inst); 544 } 545 546 ErrorOr<uint64_t> SampleProfileLoader::getProbeWeight(const Instruction &Inst) { 547 assert(FunctionSamples::ProfileIsProbeBased && 548 "Profile is not pseudo probe based"); 549 Optional<PseudoProbe> Probe = extractProbe(Inst); 550 if (!Probe) 551 return std::error_code(); 552 553 // Ignore danling probes since they are logically deleted and should not 554 // consume any profile samples. 555 if (Probe->isDangling()) 556 return std::error_code(); 557 558 const FunctionSamples *FS = findFunctionSamples(Inst); 559 if (!FS) 560 return std::error_code(); 561 562 // For non-CS profile, If a direct call/invoke instruction is inlined in 563 // profile (findCalleeFunctionSamples returns non-empty result), but not 564 // inlined here, it means that the inlined callsite has no sample, thus the 565 // call instruction should have 0 count. 566 // For CS profile, the callsite count of previously inlined callees is 567 // populated with the entry count of the callees. 568 if (!ProfileIsCS) 569 if (const auto *CB = dyn_cast<CallBase>(&Inst)) 570 if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB)) 571 return 0; 572 573 const ErrorOr<uint64_t> &R = FS->findSamplesAt(Probe->Id, 0); 574 if (R) { 575 uint64_t Samples = R.get() * Probe->Factor; 576 bool FirstMark = CoverageTracker.markSamplesUsed(FS, Probe->Id, 0, Samples); 577 if (FirstMark) { 578 ORE->emit([&]() { 579 OptimizationRemarkAnalysis Remark(DEBUG_TYPE, "AppliedSamples", &Inst); 580 Remark << "Applied " << ore::NV("NumSamples", Samples); 581 Remark << " samples from profile (ProbeId="; 582 Remark << ore::NV("ProbeId", Probe->Id); 583 Remark << ", Factor="; 584 Remark << ore::NV("Factor", Probe->Factor); 585 Remark << ", OriginalSamples="; 586 Remark << ore::NV("OriginalSamples", R.get()); 587 Remark << ")"; 588 return Remark; 589 }); 590 } 591 LLVM_DEBUG(dbgs() << " " << Probe->Id << ":" << Inst 592 << " - weight: " << R.get() << " - factor: " 593 << format("%0.2f", Probe->Factor) << ")\n"); 594 return Samples; 595 } 596 return R; 597 } 598 599 /// Get the FunctionSamples for a call instruction. 600 /// 601 /// The FunctionSamples of a call/invoke instruction \p Inst is the inlined 602 /// instance in which that call instruction is calling to. It contains 603 /// all samples that resides in the inlined instance. We first find the 604 /// inlined instance in which the call instruction is from, then we 605 /// traverse its children to find the callsite with the matching 606 /// location. 607 /// 608 /// \param Inst Call/Invoke instruction to query. 609 /// 610 /// \returns The FunctionSamples pointer to the inlined instance. 611 const FunctionSamples * 612 SampleProfileLoader::findCalleeFunctionSamples(const CallBase &Inst) const { 613 const DILocation *DIL = Inst.getDebugLoc(); 614 if (!DIL) { 615 return nullptr; 616 } 617 618 StringRef CalleeName; 619 if (Function *Callee = Inst.getCalledFunction()) 620 CalleeName = Callee->getName(); 621 622 if (ProfileIsCS) 623 return ContextTracker->getCalleeContextSamplesFor(Inst, CalleeName); 624 625 const FunctionSamples *FS = findFunctionSamples(Inst); 626 if (FS == nullptr) 627 return nullptr; 628 629 return FS->findFunctionSamplesAt(FunctionSamples::getCallSiteIdentifier(DIL), 630 CalleeName, Reader->getRemapper()); 631 } 632 633 /// Returns a vector of FunctionSamples that are the indirect call targets 634 /// of \p Inst. The vector is sorted by the total number of samples. Stores 635 /// the total call count of the indirect call in \p Sum. 636 std::vector<const FunctionSamples *> 637 SampleProfileLoader::findIndirectCallFunctionSamples( 638 const Instruction &Inst, uint64_t &Sum) const { 639 const DILocation *DIL = Inst.getDebugLoc(); 640 std::vector<const FunctionSamples *> R; 641 642 if (!DIL) { 643 return R; 644 } 645 646 auto FSCompare = [](const FunctionSamples *L, const FunctionSamples *R) { 647 assert(L && R && "Expect non-null FunctionSamples"); 648 if (L->getEntrySamples() != R->getEntrySamples()) 649 return L->getEntrySamples() > R->getEntrySamples(); 650 return FunctionSamples::getGUID(L->getName()) < 651 FunctionSamples::getGUID(R->getName()); 652 }; 653 654 if (ProfileIsCS) { 655 auto CalleeSamples = 656 ContextTracker->getIndirectCalleeContextSamplesFor(DIL); 657 if (CalleeSamples.empty()) 658 return R; 659 660 // For CSSPGO, we only use target context profile's entry count 661 // as that already includes both inlined callee and non-inlined ones.. 662 Sum = 0; 663 for (const auto *const FS : CalleeSamples) { 664 Sum += FS->getEntrySamples(); 665 R.push_back(FS); 666 } 667 llvm::sort(R, FSCompare); 668 return R; 669 } 670 671 const FunctionSamples *FS = findFunctionSamples(Inst); 672 if (FS == nullptr) 673 return R; 674 675 auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL); 676 auto T = FS->findCallTargetMapAt(CallSite); 677 Sum = 0; 678 if (T) 679 for (const auto &T_C : T.get()) 680 Sum += T_C.second; 681 if (const FunctionSamplesMap *M = FS->findFunctionSamplesMapAt(CallSite)) { 682 if (M->empty()) 683 return R; 684 for (const auto &NameFS : *M) { 685 Sum += NameFS.second.getEntrySamples(); 686 R.push_back(&NameFS.second); 687 } 688 llvm::sort(R, FSCompare); 689 } 690 return R; 691 } 692 693 const FunctionSamples * 694 SampleProfileLoader::findFunctionSamples(const Instruction &Inst) const { 695 if (FunctionSamples::ProfileIsProbeBased) { 696 Optional<PseudoProbe> Probe = extractProbe(Inst); 697 if (!Probe) 698 return nullptr; 699 } 700 701 const DILocation *DIL = Inst.getDebugLoc(); 702 if (!DIL) 703 return Samples; 704 705 auto it = DILocation2SampleMap.try_emplace(DIL,nullptr); 706 if (it.second) { 707 if (ProfileIsCS) 708 it.first->second = ContextTracker->getContextSamplesFor(DIL); 709 else 710 it.first->second = 711 Samples->findFunctionSamples(DIL, Reader->getRemapper()); 712 } 713 return it.first->second; 714 } 715 716 /// Check whether the indirect call promotion history of \p Inst allows 717 /// the promotion for \p Candidate. 718 /// If the profile count for the promotion candidate \p Candidate is 719 /// NOMORE_ICP_MAGICNUM, it means \p Candidate has already been promoted 720 /// for \p Inst. If we already have at least MaxNumPromotions 721 /// NOMORE_ICP_MAGICNUM count values in the value profile of \p Inst, we 722 /// cannot promote for \p Inst anymore. 723 static bool doesHistoryAllowICP(const Instruction &Inst, StringRef Candidate) { 724 uint32_t NumVals = 0; 725 uint64_t TotalCount = 0; 726 std::unique_ptr<InstrProfValueData[]> ValueData = 727 std::make_unique<InstrProfValueData[]>(MaxNumPromotions); 728 bool Valid = 729 getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions, 730 ValueData.get(), NumVals, TotalCount, true); 731 // No valid value profile so no promoted targets have been recorded 732 // before. Ok to do ICP. 733 if (!Valid) 734 return true; 735 736 unsigned NumPromoted = 0; 737 for (uint32_t I = 0; I < NumVals; I++) { 738 if (ValueData[I].Count != NOMORE_ICP_MAGICNUM) 739 continue; 740 741 // If the promotion candidate has NOMORE_ICP_MAGICNUM count in the 742 // metadata, it means the candidate has been promoted for this 743 // indirect call. 744 if (ValueData[I].Value == Function::getGUID(Candidate)) 745 return false; 746 NumPromoted++; 747 // If already have MaxNumPromotions promotion, don't do it anymore. 748 if (NumPromoted == MaxNumPromotions) 749 return false; 750 } 751 return true; 752 } 753 754 /// Update indirect call target profile metadata for \p Inst. 755 /// Usually \p Sum is the sum of counts of all the targets for \p Inst. 756 /// If it is 0, it means updateIDTMetaData is used to mark a 757 /// certain target to be promoted already. If it is not zero, 758 /// we expect to use it to update the total count in the value profile. 759 static void 760 updateIDTMetaData(Instruction &Inst, 761 const SmallVectorImpl<InstrProfValueData> &CallTargets, 762 uint64_t Sum) { 763 uint32_t NumVals = 0; 764 // OldSum is the existing total count in the value profile data. 765 uint64_t OldSum = 0; 766 std::unique_ptr<InstrProfValueData[]> ValueData = 767 std::make_unique<InstrProfValueData[]>(MaxNumPromotions); 768 bool Valid = 769 getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions, 770 ValueData.get(), NumVals, OldSum, true); 771 772 DenseMap<uint64_t, uint64_t> ValueCountMap; 773 if (Sum == 0) { 774 assert((CallTargets.size() == 1 && 775 CallTargets[0].Count == NOMORE_ICP_MAGICNUM) && 776 "If sum is 0, assume only one element in CallTargets " 777 "with count being NOMORE_ICP_MAGICNUM"); 778 // Initialize ValueCountMap with existing value profile data. 779 if (Valid) { 780 for (uint32_t I = 0; I < NumVals; I++) 781 ValueCountMap[ValueData[I].Value] = ValueData[I].Count; 782 } 783 auto Pair = 784 ValueCountMap.try_emplace(CallTargets[0].Value, CallTargets[0].Count); 785 // If the target already exists in value profile, decrease the total 786 // count OldSum and reset the target's count to NOMORE_ICP_MAGICNUM. 787 if (!Pair.second) { 788 OldSum -= Pair.first->second; 789 Pair.first->second = NOMORE_ICP_MAGICNUM; 790 } 791 Sum = OldSum; 792 } else { 793 // Initialize ValueCountMap with existing NOMORE_ICP_MAGICNUM 794 // counts in the value profile. 795 if (Valid) { 796 for (uint32_t I = 0; I < NumVals; I++) { 797 if (ValueData[I].Count == NOMORE_ICP_MAGICNUM) 798 ValueCountMap[ValueData[I].Value] = ValueData[I].Count; 799 } 800 } 801 802 for (const auto &Data : CallTargets) { 803 auto Pair = ValueCountMap.try_emplace(Data.Value, Data.Count); 804 if (Pair.second) 805 continue; 806 // The target represented by Data.Value has already been promoted. 807 // Keep the count as NOMORE_ICP_MAGICNUM in the profile and decrease 808 // Sum by Data.Count. 809 assert(Sum >= Data.Count && "Sum should never be less than Data.Count"); 810 Sum -= Data.Count; 811 } 812 } 813 814 SmallVector<InstrProfValueData, 8> NewCallTargets; 815 for (const auto &ValueCount : ValueCountMap) { 816 NewCallTargets.emplace_back( 817 InstrProfValueData{ValueCount.first, ValueCount.second}); 818 } 819 820 llvm::sort(NewCallTargets, 821 [](const InstrProfValueData &L, const InstrProfValueData &R) { 822 if (L.Count != R.Count) 823 return L.Count > R.Count; 824 return L.Value > R.Value; 825 }); 826 827 uint32_t MaxMDCount = 828 std::min(NewCallTargets.size(), static_cast<size_t>(MaxNumPromotions)); 829 annotateValueSite(*Inst.getParent()->getParent()->getParent(), Inst, 830 NewCallTargets, Sum, IPVK_IndirectCallTarget, MaxMDCount); 831 } 832 833 /// Attempt to promote indirect call and also inline the promoted call. 834 /// 835 /// \param F Caller function. 836 /// \param Candidate ICP and inline candidate. 837 /// \param Sum Sum of target counts for indirect call. 838 /// \param InlinedCallSite Output vector for new call sites exposed after 839 /// inlining. 840 bool SampleProfileLoader::tryPromoteAndInlineCandidate( 841 Function &F, InlineCandidate &Candidate, uint64_t SumOrigin, uint64_t &Sum, 842 SmallVector<CallBase *, 8> *InlinedCallSite) { 843 auto CalleeFunctionName = Candidate.CalleeSamples->getFuncName(); 844 auto R = SymbolMap.find(CalleeFunctionName); 845 if (R == SymbolMap.end() || !R->getValue()) 846 return false; 847 848 auto &CI = *Candidate.CallInstr; 849 if (!doesHistoryAllowICP(CI, R->getValue()->getName())) 850 return false; 851 852 const char *Reason = "Callee function not available"; 853 // R->getValue() != &F is to prevent promoting a recursive call. 854 // If it is a recursive call, we do not inline it as it could bloat 855 // the code exponentially. There is way to better handle this, e.g. 856 // clone the caller first, and inline the cloned caller if it is 857 // recursive. As llvm does not inline recursive calls, we will 858 // simply ignore it instead of handling it explicitly. 859 if (!R->getValue()->isDeclaration() && R->getValue()->getSubprogram() && 860 R->getValue()->hasFnAttribute("use-sample-profile") && 861 R->getValue() != &F && isLegalToPromote(CI, R->getValue(), &Reason)) { 862 // For promoted target, set its value with NOMORE_ICP_MAGICNUM count 863 // in the value profile metadata so the target won't be promoted again. 864 SmallVector<InstrProfValueData, 1> SortedCallTargets = {InstrProfValueData{ 865 Function::getGUID(R->getValue()->getName()), NOMORE_ICP_MAGICNUM}}; 866 updateIDTMetaData(CI, SortedCallTargets, 0); 867 868 auto *DI = &pgo::promoteIndirectCall( 869 CI, R->getValue(), Candidate.CallsiteCount, Sum, false, ORE); 870 if (DI) { 871 Sum -= Candidate.CallsiteCount; 872 // Prorate the indirect callsite distribution. 873 // Do not update the promoted direct callsite distribution at this 874 // point since the original distribution combined with the callee 875 // profile will be used to prorate callsites from the callee if 876 // inlined. Once not inlined, the direct callsite distribution should 877 // be prorated so that the it will reflect the real callsite counts. 878 setProbeDistributionFactor(CI, Candidate.CallsiteDistribution * Sum / 879 SumOrigin); 880 Candidate.CallInstr = DI; 881 if (isa<CallInst>(DI) || isa<InvokeInst>(DI)) { 882 bool Inlined = tryInlineCandidate(Candidate, InlinedCallSite); 883 if (!Inlined) { 884 // Prorate the direct callsite distribution so that it reflects real 885 // callsite counts. 886 setProbeDistributionFactor(*DI, Candidate.CallsiteDistribution * 887 Candidate.CallsiteCount / 888 SumOrigin); 889 } 890 return Inlined; 891 } 892 } 893 } else { 894 LLVM_DEBUG(dbgs() << "\nFailed to promote indirect call to " 895 << Candidate.CalleeSamples->getFuncName() << " because " 896 << Reason << "\n"); 897 } 898 return false; 899 } 900 901 bool SampleProfileLoader::shouldInlineColdCallee(CallBase &CallInst) { 902 if (!ProfileSizeInline) 903 return false; 904 905 Function *Callee = CallInst.getCalledFunction(); 906 if (Callee == nullptr) 907 return false; 908 909 InlineCost Cost = getInlineCost(CallInst, getInlineParams(), GetTTI(*Callee), 910 GetAC, GetTLI); 911 912 if (Cost.isNever()) 913 return false; 914 915 if (Cost.isAlways()) 916 return true; 917 918 return Cost.getCost() <= SampleColdCallSiteThreshold; 919 } 920 921 void SampleProfileLoader::emitOptimizationRemarksForInlineCandidates( 922 const SmallVectorImpl<CallBase *> &Candidates, const Function &F, 923 bool Hot) { 924 for (auto I : Candidates) { 925 Function *CalledFunction = I->getCalledFunction(); 926 if (CalledFunction) { 927 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineAttempt", 928 I->getDebugLoc(), I->getParent()) 929 << "previous inlining reattempted for " 930 << (Hot ? "hotness: '" : "size: '") 931 << ore::NV("Callee", CalledFunction) << "' into '" 932 << ore::NV("Caller", &F) << "'"); 933 } 934 } 935 } 936 937 void SampleProfileLoader::findExternalInlineCandidate( 938 const FunctionSamples *Samples, DenseSet<GlobalValue::GUID> &InlinedGUIDs, 939 const StringMap<Function *> &SymbolMap, uint64_t Threshold) { 940 assert(Samples && "expect non-null caller profile"); 941 942 // For AutoFDO profile, retrieve candidate profiles by walking over 943 // the nested inlinee profiles. 944 if (!ProfileIsCS) { 945 Samples->findInlinedFunctions(InlinedGUIDs, SymbolMap, Threshold); 946 return; 947 } 948 949 ContextTrieNode *Caller = 950 ContextTracker->getContextFor(Samples->getContext()); 951 std::queue<ContextTrieNode *> CalleeList; 952 CalleeList.push(Caller); 953 while (!CalleeList.empty()) { 954 ContextTrieNode *Node = CalleeList.front(); 955 CalleeList.pop(); 956 FunctionSamples *CalleeSample = Node->getFunctionSamples(); 957 // For CSSPGO profile, retrieve candidate profile by walking over the 958 // trie built for context profile. Note that also take call targets 959 // even if callee doesn't have a corresponding context profile. 960 if (!CalleeSample || CalleeSample->getEntrySamples() < Threshold) 961 continue; 962 963 StringRef Name = CalleeSample->getFuncName(); 964 Function *Func = SymbolMap.lookup(Name); 965 // Add to the import list only when it's defined out of module. 966 if (!Func || Func->isDeclaration()) 967 InlinedGUIDs.insert(FunctionSamples::getGUID(Name)); 968 969 // Import hot CallTargets, which may not be available in IR because full 970 // profile annotation cannot be done until backend compilation in ThinLTO. 971 for (const auto &BS : CalleeSample->getBodySamples()) 972 for (const auto &TS : BS.second.getCallTargets()) 973 if (TS.getValue() > Threshold) { 974 StringRef CalleeName = CalleeSample->getFuncName(TS.getKey()); 975 const Function *Callee = SymbolMap.lookup(CalleeName); 976 if (!Callee || Callee->isDeclaration()) 977 InlinedGUIDs.insert(FunctionSamples::getGUID(CalleeName)); 978 } 979 980 // Import hot child context profile associted with callees. Note that this 981 // may have some overlap with the call target loop above, but doing this 982 // based child context profile again effectively allow us to use the max of 983 // entry count and call target count to determine importing. 984 for (auto &Child : Node->getAllChildContext()) { 985 ContextTrieNode *CalleeNode = &Child.second; 986 CalleeList.push(CalleeNode); 987 } 988 } 989 } 990 991 /// Iteratively inline hot callsites of a function. 992 /// 993 /// Iteratively traverse all callsites of the function \p F, and find if 994 /// the corresponding inlined instance exists and is hot in profile. If 995 /// it is hot enough, inline the callsites and adds new callsites of the 996 /// callee into the caller. If the call is an indirect call, first promote 997 /// it to direct call. Each indirect call is limited with a single target. 998 /// 999 /// \param F function to perform iterative inlining. 1000 /// \param InlinedGUIDs a set to be updated to include all GUIDs that are 1001 /// inlined in the profiled binary. 1002 /// 1003 /// \returns True if there is any inline happened. 1004 bool SampleProfileLoader::inlineHotFunctions( 1005 Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) { 1006 // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure 1007 // Profile symbol list is ignored when profile-sample-accurate is on. 1008 assert((!ProfAccForSymsInList || 1009 (!ProfileSampleAccurate && 1010 !F.hasFnAttribute("profile-sample-accurate"))) && 1011 "ProfAccForSymsInList should be false when profile-sample-accurate " 1012 "is enabled"); 1013 1014 DenseMap<CallBase *, const FunctionSamples *> LocalNotInlinedCallSites; 1015 bool Changed = false; 1016 bool LocalChanged = true; 1017 while (LocalChanged) { 1018 LocalChanged = false; 1019 SmallVector<CallBase *, 10> CIS; 1020 for (auto &BB : F) { 1021 bool Hot = false; 1022 SmallVector<CallBase *, 10> AllCandidates; 1023 SmallVector<CallBase *, 10> ColdCandidates; 1024 for (auto &I : BB.getInstList()) { 1025 const FunctionSamples *FS = nullptr; 1026 if (auto *CB = dyn_cast<CallBase>(&I)) { 1027 if (!isa<IntrinsicInst>(I) && (FS = findCalleeFunctionSamples(*CB))) { 1028 assert((!FunctionSamples::UseMD5 || FS->GUIDToFuncNameMap) && 1029 "GUIDToFuncNameMap has to be populated"); 1030 AllCandidates.push_back(CB); 1031 if (FS->getEntrySamples() > 0 || ProfileIsCS) 1032 LocalNotInlinedCallSites.try_emplace(CB, FS); 1033 if (callsiteIsHot(FS, PSI, ProfAccForSymsInList)) 1034 Hot = true; 1035 else if (shouldInlineColdCallee(*CB)) 1036 ColdCandidates.push_back(CB); 1037 } 1038 } 1039 } 1040 if (Hot || ExternalInlineAdvisor) { 1041 CIS.insert(CIS.begin(), AllCandidates.begin(), AllCandidates.end()); 1042 emitOptimizationRemarksForInlineCandidates(AllCandidates, F, true); 1043 } else { 1044 CIS.insert(CIS.begin(), ColdCandidates.begin(), ColdCandidates.end()); 1045 emitOptimizationRemarksForInlineCandidates(ColdCandidates, F, false); 1046 } 1047 } 1048 for (CallBase *I : CIS) { 1049 Function *CalledFunction = I->getCalledFunction(); 1050 InlineCandidate Candidate = { 1051 I, 1052 LocalNotInlinedCallSites.count(I) ? LocalNotInlinedCallSites[I] 1053 : nullptr, 1054 0 /* dummy count */, 1.0 /* dummy distribution factor */}; 1055 // Do not inline recursive calls. 1056 if (CalledFunction == &F) 1057 continue; 1058 if (I->isIndirectCall()) { 1059 uint64_t Sum; 1060 for (const auto *FS : findIndirectCallFunctionSamples(*I, Sum)) { 1061 uint64_t SumOrigin = Sum; 1062 if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1063 findExternalInlineCandidate(FS, InlinedGUIDs, SymbolMap, 1064 PSI->getOrCompHotCountThreshold()); 1065 continue; 1066 } 1067 if (!callsiteIsHot(FS, PSI, ProfAccForSymsInList)) 1068 continue; 1069 1070 Candidate = {I, FS, FS->getEntrySamples(), 1.0}; 1071 if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum)) { 1072 LocalNotInlinedCallSites.erase(I); 1073 LocalChanged = true; 1074 } 1075 } 1076 } else if (CalledFunction && CalledFunction->getSubprogram() && 1077 !CalledFunction->isDeclaration()) { 1078 if (tryInlineCandidate(Candidate)) { 1079 LocalNotInlinedCallSites.erase(I); 1080 LocalChanged = true; 1081 } 1082 } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1083 findExternalInlineCandidate(findCalleeFunctionSamples(*I), InlinedGUIDs, 1084 SymbolMap, 1085 PSI->getOrCompHotCountThreshold()); 1086 } 1087 } 1088 Changed |= LocalChanged; 1089 } 1090 1091 // For CS profile, profile for not inlined context will be merged when 1092 // base profile is being trieved 1093 if (ProfileIsCS) 1094 return Changed; 1095 1096 // Accumulate not inlined callsite information into notInlinedSamples 1097 for (const auto &Pair : LocalNotInlinedCallSites) { 1098 CallBase *I = Pair.getFirst(); 1099 Function *Callee = I->getCalledFunction(); 1100 if (!Callee || Callee->isDeclaration()) 1101 continue; 1102 1103 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "NotInline", 1104 I->getDebugLoc(), I->getParent()) 1105 << "previous inlining not repeated: '" 1106 << ore::NV("Callee", Callee) << "' into '" 1107 << ore::NV("Caller", &F) << "'"); 1108 1109 ++NumCSNotInlined; 1110 const FunctionSamples *FS = Pair.getSecond(); 1111 if (FS->getTotalSamples() == 0 && FS->getEntrySamples() == 0) { 1112 continue; 1113 } 1114 1115 if (ProfileMergeInlinee) { 1116 // A function call can be replicated by optimizations like callsite 1117 // splitting or jump threading and the replicates end up sharing the 1118 // sample nested callee profile instead of slicing the original inlinee's 1119 // profile. We want to do merge exactly once by filtering out callee 1120 // profiles with a non-zero head sample count. 1121 if (FS->getHeadSamples() == 0) { 1122 // Use entry samples as head samples during the merge, as inlinees 1123 // don't have head samples. 1124 const_cast<FunctionSamples *>(FS)->addHeadSamples( 1125 FS->getEntrySamples()); 1126 1127 // Note that we have to do the merge right after processing function. 1128 // This allows OutlineFS's profile to be used for annotation during 1129 // top-down processing of functions' annotation. 1130 FunctionSamples *OutlineFS = Reader->getOrCreateSamplesFor(*Callee); 1131 OutlineFS->merge(*FS); 1132 } 1133 } else { 1134 auto pair = 1135 notInlinedCallInfo.try_emplace(Callee, NotInlinedProfileInfo{0}); 1136 pair.first->second.entryCount += FS->getEntrySamples(); 1137 } 1138 } 1139 return Changed; 1140 } 1141 1142 bool SampleProfileLoader::tryInlineCandidate( 1143 InlineCandidate &Candidate, SmallVector<CallBase *, 8> *InlinedCallSites) { 1144 1145 CallBase &CB = *Candidate.CallInstr; 1146 Function *CalledFunction = CB.getCalledFunction(); 1147 assert(CalledFunction && "Expect a callee with definition"); 1148 DebugLoc DLoc = CB.getDebugLoc(); 1149 BasicBlock *BB = CB.getParent(); 1150 1151 InlineCost Cost = shouldInlineCandidate(Candidate); 1152 if (Cost.isNever()) { 1153 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineFail", DLoc, BB) 1154 << "incompatible inlining"); 1155 return false; 1156 } 1157 1158 if (!Cost) 1159 return false; 1160 1161 InlineFunctionInfo IFI(nullptr, GetAC); 1162 IFI.UpdateProfile = false; 1163 if (InlineFunction(CB, IFI).isSuccess()) { 1164 // The call to InlineFunction erases I, so we can't pass it here. 1165 emitInlinedInto(*ORE, DLoc, BB, *CalledFunction, *BB->getParent(), Cost, 1166 true, CSINLINE_DEBUG); 1167 1168 // Now populate the list of newly exposed call sites. 1169 if (InlinedCallSites) { 1170 InlinedCallSites->clear(); 1171 for (auto &I : IFI.InlinedCallSites) 1172 InlinedCallSites->push_back(I); 1173 } 1174 1175 if (ProfileIsCS) 1176 ContextTracker->markContextSamplesInlined(Candidate.CalleeSamples); 1177 ++NumCSInlined; 1178 1179 // Prorate inlined probes for a duplicated inlining callsite which probably 1180 // has a distribution less than 100%. Samples for an inlinee should be 1181 // distributed among the copies of the original callsite based on each 1182 // callsite's distribution factor for counts accuracy. Note that an inlined 1183 // probe may come with its own distribution factor if it has been duplicated 1184 // in the inlinee body. The two factor are multiplied to reflect the 1185 // aggregation of duplication. 1186 if (Candidate.CallsiteDistribution < 1) { 1187 for (auto &I : IFI.InlinedCallSites) { 1188 if (Optional<PseudoProbe> Probe = extractProbe(*I)) 1189 setProbeDistributionFactor(*I, Probe->Factor * 1190 Candidate.CallsiteDistribution); 1191 } 1192 NumDuplicatedInlinesite++; 1193 } 1194 1195 return true; 1196 } 1197 return false; 1198 } 1199 1200 bool SampleProfileLoader::getInlineCandidate(InlineCandidate *NewCandidate, 1201 CallBase *CB) { 1202 assert(CB && "Expect non-null call instruction"); 1203 1204 if (isa<IntrinsicInst>(CB)) 1205 return false; 1206 1207 // Find the callee's profile. For indirect call, find hottest target profile. 1208 const FunctionSamples *CalleeSamples = findCalleeFunctionSamples(*CB); 1209 if (!CalleeSamples) 1210 return false; 1211 1212 float Factor = 1.0; 1213 if (Optional<PseudoProbe> Probe = extractProbe(*CB)) 1214 Factor = Probe->Factor; 1215 1216 uint64_t CallsiteCount = 0; 1217 ErrorOr<uint64_t> Weight = getBlockWeight(CB->getParent()); 1218 if (Weight) 1219 CallsiteCount = Weight.get(); 1220 if (CalleeSamples) 1221 CallsiteCount = std::max( 1222 CallsiteCount, uint64_t(CalleeSamples->getEntrySamples() * Factor)); 1223 1224 *NewCandidate = {CB, CalleeSamples, CallsiteCount, Factor}; 1225 return true; 1226 } 1227 1228 InlineCost 1229 SampleProfileLoader::shouldInlineCandidate(InlineCandidate &Candidate) { 1230 std::unique_ptr<InlineAdvice> Advice = nullptr; 1231 if (ExternalInlineAdvisor) { 1232 Advice = ExternalInlineAdvisor->getAdvice(*Candidate.CallInstr); 1233 if (!Advice->isInliningRecommended()) { 1234 Advice->recordUnattemptedInlining(); 1235 return InlineCost::getNever("not previously inlined"); 1236 } 1237 Advice->recordInlining(); 1238 return InlineCost::getAlways("previously inlined"); 1239 } 1240 1241 // Adjust threshold based on call site hotness, only do this for callsite 1242 // prioritized inliner because otherwise cost-benefit check is done earlier. 1243 int SampleThreshold = SampleColdCallSiteThreshold; 1244 if (CallsitePrioritizedInline) { 1245 if (Candidate.CallsiteCount > PSI->getHotCountThreshold()) 1246 SampleThreshold = SampleHotCallSiteThreshold; 1247 else if (!ProfileSizeInline) 1248 return InlineCost::getNever("cold callsite"); 1249 } 1250 1251 Function *Callee = Candidate.CallInstr->getCalledFunction(); 1252 assert(Callee && "Expect a definition for inline candidate of direct call"); 1253 1254 InlineParams Params = getInlineParams(); 1255 Params.ComputeFullInlineCost = true; 1256 // Checks if there is anything in the reachable portion of the callee at 1257 // this callsite that makes this inlining potentially illegal. Need to 1258 // set ComputeFullInlineCost, otherwise getInlineCost may return early 1259 // when cost exceeds threshold without checking all IRs in the callee. 1260 // The acutal cost does not matter because we only checks isNever() to 1261 // see if it is legal to inline the callsite. 1262 InlineCost Cost = getInlineCost(*Candidate.CallInstr, Callee, Params, 1263 GetTTI(*Callee), GetAC, GetTLI); 1264 1265 // Honor always inline and never inline from call analyzer 1266 if (Cost.isNever() || Cost.isAlways()) 1267 return Cost; 1268 1269 // For old FDO inliner, we inline the call site as long as cost is not 1270 // "Never". The cost-benefit check is done earlier. 1271 if (!CallsitePrioritizedInline) { 1272 return InlineCost::get(Cost.getCost(), INT_MAX); 1273 } 1274 1275 // Otherwise only use the cost from call analyzer, but overwite threshold with 1276 // Sample PGO threshold. 1277 return InlineCost::get(Cost.getCost(), SampleThreshold); 1278 } 1279 1280 bool SampleProfileLoader::inlineHotFunctionsWithPriority( 1281 Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) { 1282 assert(ProfileIsCS && "Prioritiy based inliner only works with CSSPGO now"); 1283 1284 // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure 1285 // Profile symbol list is ignored when profile-sample-accurate is on. 1286 assert((!ProfAccForSymsInList || 1287 (!ProfileSampleAccurate && 1288 !F.hasFnAttribute("profile-sample-accurate"))) && 1289 "ProfAccForSymsInList should be false when profile-sample-accurate " 1290 "is enabled"); 1291 1292 // Populating worklist with initial call sites from root inliner, along 1293 // with call site weights. 1294 CandidateQueue CQueue; 1295 InlineCandidate NewCandidate; 1296 for (auto &BB : F) { 1297 for (auto &I : BB.getInstList()) { 1298 auto *CB = dyn_cast<CallBase>(&I); 1299 if (!CB) 1300 continue; 1301 if (getInlineCandidate(&NewCandidate, CB)) 1302 CQueue.push(NewCandidate); 1303 } 1304 } 1305 1306 // Cap the size growth from profile guided inlining. This is needed even 1307 // though cost of each inline candidate already accounts for callee size, 1308 // because with top-down inlining, we can grow inliner size significantly 1309 // with large number of smaller inlinees each pass the cost check. 1310 assert(ProfileInlineLimitMax >= ProfileInlineLimitMin && 1311 "Max inline size limit should not be smaller than min inline size " 1312 "limit."); 1313 unsigned SizeLimit = F.getInstructionCount() * ProfileInlineGrowthLimit; 1314 SizeLimit = std::min(SizeLimit, (unsigned)ProfileInlineLimitMax); 1315 SizeLimit = std::max(SizeLimit, (unsigned)ProfileInlineLimitMin); 1316 if (ExternalInlineAdvisor) 1317 SizeLimit = std::numeric_limits<unsigned>::max(); 1318 1319 // Perform iterative BFS call site prioritized inlining 1320 bool Changed = false; 1321 while (!CQueue.empty() && F.getInstructionCount() < SizeLimit) { 1322 InlineCandidate Candidate = CQueue.top(); 1323 CQueue.pop(); 1324 CallBase *I = Candidate.CallInstr; 1325 Function *CalledFunction = I->getCalledFunction(); 1326 1327 if (CalledFunction == &F) 1328 continue; 1329 if (I->isIndirectCall()) { 1330 uint64_t Sum; 1331 auto CalleeSamples = findIndirectCallFunctionSamples(*I, Sum); 1332 uint64_t SumOrigin = Sum; 1333 Sum *= Candidate.CallsiteDistribution; 1334 for (const auto *FS : CalleeSamples) { 1335 // TODO: Consider disable pre-lTO ICP for MonoLTO as well 1336 if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1337 findExternalInlineCandidate(FS, InlinedGUIDs, SymbolMap, 1338 PSI->getOrCompHotCountThreshold()); 1339 continue; 1340 } 1341 uint64_t EntryCountDistributed = 1342 FS->getEntrySamples() * Candidate.CallsiteDistribution; 1343 // In addition to regular inline cost check, we also need to make sure 1344 // ICP isn't introducing excessive speculative checks even if individual 1345 // target looks beneficial to promote and inline. That means we should 1346 // only do ICP when there's a small number dominant targets. 1347 if (EntryCountDistributed < SumOrigin / ProfileICPThreshold) 1348 break; 1349 // TODO: Fix CallAnalyzer to handle all indirect calls. 1350 // For indirect call, we don't run CallAnalyzer to get InlineCost 1351 // before actual inlining. This is because we could see two different 1352 // types from the same definition, which makes CallAnalyzer choke as 1353 // it's expecting matching parameter type on both caller and callee 1354 // side. See example from PR18962 for the triggering cases (the bug was 1355 // fixed, but we generate different types). 1356 if (!PSI->isHotCount(EntryCountDistributed)) 1357 break; 1358 SmallVector<CallBase *, 8> InlinedCallSites; 1359 // Attach function profile for promoted indirect callee, and update 1360 // call site count for the promoted inline candidate too. 1361 Candidate = {I, FS, EntryCountDistributed, 1362 Candidate.CallsiteDistribution}; 1363 if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum, 1364 &InlinedCallSites)) { 1365 for (auto *CB : InlinedCallSites) { 1366 if (getInlineCandidate(&NewCandidate, CB)) 1367 CQueue.emplace(NewCandidate); 1368 } 1369 Changed = true; 1370 } 1371 } 1372 } else if (CalledFunction && CalledFunction->getSubprogram() && 1373 !CalledFunction->isDeclaration()) { 1374 SmallVector<CallBase *, 8> InlinedCallSites; 1375 if (tryInlineCandidate(Candidate, &InlinedCallSites)) { 1376 for (auto *CB : InlinedCallSites) { 1377 if (getInlineCandidate(&NewCandidate, CB)) 1378 CQueue.emplace(NewCandidate); 1379 } 1380 Changed = true; 1381 } 1382 } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1383 findExternalInlineCandidate(Candidate.CalleeSamples, InlinedGUIDs, 1384 SymbolMap, PSI->getOrCompHotCountThreshold()); 1385 } 1386 } 1387 1388 if (!CQueue.empty()) { 1389 if (SizeLimit == (unsigned)ProfileInlineLimitMax) 1390 ++NumCSInlinedHitMaxLimit; 1391 else if (SizeLimit == (unsigned)ProfileInlineLimitMin) 1392 ++NumCSInlinedHitMinLimit; 1393 else 1394 ++NumCSInlinedHitGrowthLimit; 1395 } 1396 1397 return Changed; 1398 } 1399 1400 /// Returns the sorted CallTargetMap \p M by count in descending order. 1401 static SmallVector<InstrProfValueData, 2> 1402 GetSortedValueDataFromCallTargets(const SampleRecord::CallTargetMap &M) { 1403 SmallVector<InstrProfValueData, 2> R; 1404 for (const auto &I : SampleRecord::SortCallTargets(M)) { 1405 R.emplace_back( 1406 InstrProfValueData{FunctionSamples::getGUID(I.first), I.second}); 1407 } 1408 return R; 1409 } 1410 1411 // Generate MD_prof metadata for every branch instruction using the 1412 // edge weights computed during propagation. 1413 void SampleProfileLoader::generateMDProfMetadata(Function &F) { 1414 // Generate MD_prof metadata for every branch instruction using the 1415 // edge weights computed during propagation. 1416 LLVM_DEBUG(dbgs() << "\nPropagation complete. Setting branch weights\n"); 1417 LLVMContext &Ctx = F.getContext(); 1418 MDBuilder MDB(Ctx); 1419 for (auto &BI : F) { 1420 BasicBlock *BB = &BI; 1421 1422 if (BlockWeights[BB]) { 1423 for (auto &I : BB->getInstList()) { 1424 if (!isa<CallInst>(I) && !isa<InvokeInst>(I)) 1425 continue; 1426 if (!cast<CallBase>(I).getCalledFunction()) { 1427 const DebugLoc &DLoc = I.getDebugLoc(); 1428 if (!DLoc) 1429 continue; 1430 const DILocation *DIL = DLoc; 1431 const FunctionSamples *FS = findFunctionSamples(I); 1432 if (!FS) 1433 continue; 1434 auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL); 1435 auto T = FS->findCallTargetMapAt(CallSite); 1436 if (!T || T.get().empty()) 1437 continue; 1438 // Prorate the callsite counts to reflect what is already done to the 1439 // callsite, such as ICP or calliste cloning. 1440 if (FunctionSamples::ProfileIsProbeBased) { 1441 if (Optional<PseudoProbe> Probe = extractProbe(I)) { 1442 if (Probe->Factor < 1) 1443 T = SampleRecord::adjustCallTargets(T.get(), Probe->Factor); 1444 } 1445 } 1446 SmallVector<InstrProfValueData, 2> SortedCallTargets = 1447 GetSortedValueDataFromCallTargets(T.get()); 1448 uint64_t Sum = 0; 1449 for (const auto &C : T.get()) 1450 Sum += C.second; 1451 // With CSSPGO all indirect call targets are counted torwards the 1452 // original indirect call site in the profile, including both 1453 // inlined and non-inlined targets. 1454 if (!FunctionSamples::ProfileIsCS) { 1455 if (const FunctionSamplesMap *M = 1456 FS->findFunctionSamplesMapAt(CallSite)) { 1457 for (const auto &NameFS : *M) 1458 Sum += NameFS.second.getEntrySamples(); 1459 } 1460 } 1461 if (!Sum) 1462 continue; 1463 updateIDTMetaData(I, SortedCallTargets, Sum); 1464 } else if (!isa<IntrinsicInst>(&I)) { 1465 I.setMetadata(LLVMContext::MD_prof, 1466 MDB.createBranchWeights( 1467 {static_cast<uint32_t>(BlockWeights[BB])})); 1468 } 1469 } 1470 } 1471 Instruction *TI = BB->getTerminator(); 1472 if (TI->getNumSuccessors() == 1) 1473 continue; 1474 if (!isa<BranchInst>(TI) && !isa<SwitchInst>(TI)) 1475 continue; 1476 1477 DebugLoc BranchLoc = TI->getDebugLoc(); 1478 LLVM_DEBUG(dbgs() << "\nGetting weights for branch at line " 1479 << ((BranchLoc) ? Twine(BranchLoc.getLine()) 1480 : Twine("<UNKNOWN LOCATION>")) 1481 << ".\n"); 1482 SmallVector<uint32_t, 4> Weights; 1483 uint32_t MaxWeight = 0; 1484 Instruction *MaxDestInst; 1485 for (unsigned I = 0; I < TI->getNumSuccessors(); ++I) { 1486 BasicBlock *Succ = TI->getSuccessor(I); 1487 Edge E = std::make_pair(BB, Succ); 1488 uint64_t Weight = EdgeWeights[E]; 1489 LLVM_DEBUG(dbgs() << "\t"; printEdgeWeight(dbgs(), E)); 1490 // Use uint32_t saturated arithmetic to adjust the incoming weights, 1491 // if needed. Sample counts in profiles are 64-bit unsigned values, 1492 // but internally branch weights are expressed as 32-bit values. 1493 if (Weight > std::numeric_limits<uint32_t>::max()) { 1494 LLVM_DEBUG(dbgs() << " (saturated due to uint32_t overflow)"); 1495 Weight = std::numeric_limits<uint32_t>::max(); 1496 } 1497 // Weight is added by one to avoid propagation errors introduced by 1498 // 0 weights. 1499 Weights.push_back(static_cast<uint32_t>(Weight + 1)); 1500 if (Weight != 0) { 1501 if (Weight > MaxWeight) { 1502 MaxWeight = Weight; 1503 MaxDestInst = Succ->getFirstNonPHIOrDbgOrLifetime(); 1504 } 1505 } 1506 } 1507 1508 uint64_t TempWeight; 1509 // Only set weights if there is at least one non-zero weight. 1510 // In any other case, let the analyzer set weights. 1511 // Do not set weights if the weights are present. In ThinLTO, the profile 1512 // annotation is done twice. If the first annotation already set the 1513 // weights, the second pass does not need to set it. 1514 if (MaxWeight > 0 && !TI->extractProfTotalWeight(TempWeight)) { 1515 LLVM_DEBUG(dbgs() << "SUCCESS. Found non-zero weights.\n"); 1516 TI->setMetadata(LLVMContext::MD_prof, 1517 MDB.createBranchWeights(Weights)); 1518 ORE->emit([&]() { 1519 return OptimizationRemark(DEBUG_TYPE, "PopularDest", MaxDestInst) 1520 << "most popular destination for conditional branches at " 1521 << ore::NV("CondBranchesLoc", BranchLoc); 1522 }); 1523 } else { 1524 LLVM_DEBUG(dbgs() << "SKIPPED. All branch weights are zero.\n"); 1525 } 1526 } 1527 } 1528 1529 /// Once all the branch weights are computed, we emit the MD_prof 1530 /// metadata on BB using the computed values for each of its branches. 1531 /// 1532 /// \param F The function to query. 1533 /// 1534 /// \returns true if \p F was modified. Returns false, otherwise. 1535 bool SampleProfileLoader::emitAnnotations(Function &F) { 1536 bool Changed = false; 1537 1538 if (FunctionSamples::ProfileIsProbeBased) { 1539 if (!ProbeManager->profileIsValid(F, *Samples)) { 1540 LLVM_DEBUG( 1541 dbgs() << "Profile is invalid due to CFG mismatch for Function " 1542 << F.getName()); 1543 ++NumMismatchedProfile; 1544 return false; 1545 } 1546 ++NumMatchedProfile; 1547 } else { 1548 if (getFunctionLoc(F) == 0) 1549 return false; 1550 1551 LLVM_DEBUG(dbgs() << "Line number for the first instruction in " 1552 << F.getName() << ": " << getFunctionLoc(F) << "\n"); 1553 } 1554 1555 DenseSet<GlobalValue::GUID> InlinedGUIDs; 1556 if (ProfileIsCS && CallsitePrioritizedInline) 1557 Changed |= inlineHotFunctionsWithPriority(F, InlinedGUIDs); 1558 else 1559 Changed |= inlineHotFunctions(F, InlinedGUIDs); 1560 1561 Changed |= computeAndPropagateWeights(F, InlinedGUIDs); 1562 1563 if (Changed) 1564 generateMDProfMetadata(F); 1565 1566 emitCoverageRemarks(F); 1567 return Changed; 1568 } 1569 1570 char SampleProfileLoaderLegacyPass::ID = 0; 1571 1572 INITIALIZE_PASS_BEGIN(SampleProfileLoaderLegacyPass, "sample-profile", 1573 "Sample Profile loader", false, false) 1574 INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker) 1575 INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass) 1576 INITIALIZE_PASS_DEPENDENCY(TargetLibraryInfoWrapperPass) 1577 INITIALIZE_PASS_DEPENDENCY(ProfileSummaryInfoWrapperPass) 1578 INITIALIZE_PASS_END(SampleProfileLoaderLegacyPass, "sample-profile", 1579 "Sample Profile loader", false, false) 1580 1581 // Add inlined profile call edges to the call graph. 1582 void SampleProfileLoader::addCallGraphEdges(CallGraph &CG, 1583 const FunctionSamples &Samples) { 1584 Function *Caller = SymbolMap.lookup(Samples.getFuncName()); 1585 if (!Caller || Caller->isDeclaration()) 1586 return; 1587 1588 // Skip non-inlined call edges which are not important since top down inlining 1589 // for non-CS profile is to get more precise profile matching, not to enable 1590 // more inlining. 1591 1592 for (const auto &CallsiteSamples : Samples.getCallsiteSamples()) { 1593 for (const auto &InlinedSamples : CallsiteSamples.second) { 1594 Function *Callee = SymbolMap.lookup(InlinedSamples.first); 1595 if (Callee && !Callee->isDeclaration()) 1596 CG[Caller]->addCalledFunction(nullptr, CG[Callee]); 1597 addCallGraphEdges(CG, InlinedSamples.second); 1598 } 1599 } 1600 } 1601 1602 // Replace call graph edges with dynamic call edges from the profile. 1603 void SampleProfileLoader::replaceCallGraphEdges( 1604 CallGraph &CG, StringMap<Function *> &SymbolMap) { 1605 // Remove static call edges from the call graph except for the ones from the 1606 // root which make the call graph connected. 1607 for (const auto &Node : CG) 1608 if (Node.second.get() != CG.getExternalCallingNode()) 1609 Node.second->removeAllCalledFunctions(); 1610 1611 // Add profile call edges to the call graph. 1612 if (ProfileIsCS) { 1613 ContextTracker->addCallGraphEdges(CG, SymbolMap); 1614 } else { 1615 for (const auto &Samples : Reader->getProfiles()) 1616 addCallGraphEdges(CG, Samples.second); 1617 } 1618 } 1619 1620 std::vector<Function *> 1621 SampleProfileLoader::buildFunctionOrder(Module &M, CallGraph *CG) { 1622 std::vector<Function *> FunctionOrderList; 1623 FunctionOrderList.reserve(M.size()); 1624 1625 if (!ProfileTopDownLoad || CG == nullptr) { 1626 if (ProfileMergeInlinee) { 1627 // Disable ProfileMergeInlinee if profile is not loaded in top down order, 1628 // because the profile for a function may be used for the profile 1629 // annotation of its outline copy before the profile merging of its 1630 // non-inlined inline instances, and that is not the way how 1631 // ProfileMergeInlinee is supposed to work. 1632 ProfileMergeInlinee = false; 1633 } 1634 1635 for (Function &F : M) 1636 if (!F.isDeclaration() && F.hasFnAttribute("use-sample-profile")) 1637 FunctionOrderList.push_back(&F); 1638 return FunctionOrderList; 1639 } 1640 1641 assert(&CG->getModule() == &M); 1642 1643 // Add indirect call edges from profile to augment the static call graph. 1644 // Functions will be processed in a top-down order defined by the static call 1645 // graph. Adjusting the order by considering indirect call edges from the 1646 // profile (which don't exist in the static call graph) can enable the 1647 // inlining of indirect call targets by processing the caller before them. 1648 // TODO: enable this for non-CS profile and fix the counts returning logic to 1649 // have a full support for indirect calls. 1650 if (UseProfileIndirectCallEdges && ProfileIsCS) { 1651 for (auto &Entry : *CG) { 1652 const auto *F = Entry.first; 1653 if (!F || F->isDeclaration() || !F->hasFnAttribute("use-sample-profile")) 1654 continue; 1655 auto &AllContexts = ContextTracker->getAllContextSamplesFor(F->getName()); 1656 if (AllContexts.empty()) 1657 continue; 1658 1659 for (const auto &BB : *F) { 1660 for (const auto &I : BB.getInstList()) { 1661 const auto *CB = dyn_cast<CallBase>(&I); 1662 if (!CB || !CB->isIndirectCall()) 1663 continue; 1664 const DebugLoc &DLoc = I.getDebugLoc(); 1665 if (!DLoc) 1666 continue; 1667 auto CallSite = FunctionSamples::getCallSiteIdentifier(DLoc); 1668 for (FunctionSamples *Samples : AllContexts) { 1669 if (auto CallTargets = Samples->findCallTargetMapAt(CallSite)) { 1670 for (const auto &Target : CallTargets.get()) { 1671 Function *Callee = SymbolMap.lookup(Target.first()); 1672 if (Callee && !Callee->isDeclaration()) 1673 Entry.second->addCalledFunction(nullptr, (*CG)[Callee]); 1674 } 1675 } 1676 } 1677 } 1678 } 1679 } 1680 } 1681 1682 // Compute a top-down order the profile which is used to sort functions in 1683 // one SCC later. The static processing order computed for an SCC may not 1684 // reflect the call contexts in the context-sensitive profile, thus may cause 1685 // potential inlining to be overlooked. The function order in one SCC is being 1686 // adjusted to a top-down order based on the profile to favor more inlining. 1687 DenseMap<Function *, uint64_t> ProfileOrderMap; 1688 if (UseProfileTopDownOrder || 1689 (ProfileIsCS && !UseProfileTopDownOrder.getNumOccurrences())) { 1690 // Create a static call graph. The call edges are not important since they 1691 // will be replaced by dynamic edges from the profile. 1692 CallGraph ProfileCG(M); 1693 replaceCallGraphEdges(ProfileCG, SymbolMap); 1694 scc_iterator<CallGraph *> CGI = scc_begin(&ProfileCG); 1695 uint64_t I = 0; 1696 while (!CGI.isAtEnd()) { 1697 for (CallGraphNode *Node : *CGI) { 1698 if (auto *F = Node->getFunction()) 1699 ProfileOrderMap[F] = ++I; 1700 } 1701 ++CGI; 1702 } 1703 } 1704 1705 scc_iterator<CallGraph *> CGI = scc_begin(CG); 1706 while (!CGI.isAtEnd()) { 1707 uint64_t Start = FunctionOrderList.size(); 1708 for (CallGraphNode *Node : *CGI) { 1709 auto *F = Node->getFunction(); 1710 if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile")) 1711 FunctionOrderList.push_back(F); 1712 } 1713 1714 // Sort nodes in SCC based on the profile top-down order. 1715 if (!ProfileOrderMap.empty()) { 1716 std::stable_sort(FunctionOrderList.begin() + Start, 1717 FunctionOrderList.end(), 1718 [&ProfileOrderMap](Function *Left, Function *Right) { 1719 return ProfileOrderMap[Left] < ProfileOrderMap[Right]; 1720 }); 1721 } 1722 1723 ++CGI; 1724 } 1725 1726 LLVM_DEBUG({ 1727 dbgs() << "Function processing order:\n"; 1728 for (auto F : reverse(FunctionOrderList)) { 1729 dbgs() << F->getName() << "\n"; 1730 } 1731 }); 1732 1733 std::reverse(FunctionOrderList.begin(), FunctionOrderList.end()); 1734 return FunctionOrderList; 1735 } 1736 1737 bool SampleProfileLoader::doInitialization(Module &M, 1738 FunctionAnalysisManager *FAM) { 1739 auto &Ctx = M.getContext(); 1740 1741 auto ReaderOrErr = 1742 SampleProfileReader::create(Filename, Ctx, RemappingFilename); 1743 if (std::error_code EC = ReaderOrErr.getError()) { 1744 std::string Msg = "Could not open profile: " + EC.message(); 1745 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1746 return false; 1747 } 1748 Reader = std::move(ReaderOrErr.get()); 1749 Reader->setSkipFlatProf(LTOPhase == ThinOrFullLTOPhase::ThinLTOPostLink); 1750 // set module before reading the profile so reader may be able to only 1751 // read the function profiles which are used by the current module. 1752 Reader->setModule(&M); 1753 if (std::error_code EC = Reader->read()) { 1754 std::string Msg = "profile reading failed: " + EC.message(); 1755 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1756 return false; 1757 } 1758 1759 PSL = Reader->getProfileSymbolList(); 1760 1761 // While profile-sample-accurate is on, ignore symbol list. 1762 ProfAccForSymsInList = 1763 ProfileAccurateForSymsInList && PSL && !ProfileSampleAccurate; 1764 if (ProfAccForSymsInList) { 1765 NamesInProfile.clear(); 1766 if (auto NameTable = Reader->getNameTable()) 1767 NamesInProfile.insert(NameTable->begin(), NameTable->end()); 1768 CoverageTracker.setProfAccForSymsInList(true); 1769 } 1770 1771 if (FAM && !ProfileInlineReplayFile.empty()) { 1772 ExternalInlineAdvisor = std::make_unique<ReplayInlineAdvisor>( 1773 M, *FAM, Ctx, /*OriginalAdvisor=*/nullptr, ProfileInlineReplayFile, 1774 /*EmitRemarks=*/false); 1775 if (!ExternalInlineAdvisor->areReplayRemarksLoaded()) 1776 ExternalInlineAdvisor.reset(); 1777 } 1778 1779 // Apply tweaks if context-sensitive profile is available. 1780 if (Reader->profileIsCS()) { 1781 ProfileIsCS = true; 1782 FunctionSamples::ProfileIsCS = true; 1783 1784 // Enable priority-base inliner and size inline by default for CSSPGO. 1785 if (!ProfileSizeInline.getNumOccurrences()) 1786 ProfileSizeInline = true; 1787 if (!CallsitePrioritizedInline.getNumOccurrences()) 1788 CallsitePrioritizedInline = true; 1789 1790 // Tracker for profiles under different context 1791 ContextTracker = 1792 std::make_unique<SampleContextTracker>(Reader->getProfiles()); 1793 } 1794 1795 // Load pseudo probe descriptors for probe-based function samples. 1796 if (Reader->profileIsProbeBased()) { 1797 ProbeManager = std::make_unique<PseudoProbeManager>(M); 1798 if (!ProbeManager->moduleIsProbed(M)) { 1799 const char *Msg = 1800 "Pseudo-probe-based profile requires SampleProfileProbePass"; 1801 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1802 return false; 1803 } 1804 } 1805 1806 return true; 1807 } 1808 1809 ModulePass *llvm::createSampleProfileLoaderPass() { 1810 return new SampleProfileLoaderLegacyPass(); 1811 } 1812 1813 ModulePass *llvm::createSampleProfileLoaderPass(StringRef Name) { 1814 return new SampleProfileLoaderLegacyPass(Name); 1815 } 1816 1817 bool SampleProfileLoader::runOnModule(Module &M, ModuleAnalysisManager *AM, 1818 ProfileSummaryInfo *_PSI, CallGraph *CG) { 1819 GUIDToFuncNameMapper Mapper(M, *Reader, GUIDToFuncNameMap); 1820 1821 PSI = _PSI; 1822 if (M.getProfileSummary(/* IsCS */ false) == nullptr) { 1823 M.setProfileSummary(Reader->getSummary().getMD(M.getContext()), 1824 ProfileSummary::PSK_Sample); 1825 PSI->refresh(); 1826 } 1827 // Compute the total number of samples collected in this profile. 1828 for (const auto &I : Reader->getProfiles()) 1829 TotalCollectedSamples += I.second.getTotalSamples(); 1830 1831 auto Remapper = Reader->getRemapper(); 1832 // Populate the symbol map. 1833 for (const auto &N_F : M.getValueSymbolTable()) { 1834 StringRef OrigName = N_F.getKey(); 1835 Function *F = dyn_cast<Function>(N_F.getValue()); 1836 if (F == nullptr || OrigName.empty()) 1837 continue; 1838 SymbolMap[OrigName] = F; 1839 StringRef NewName = FunctionSamples::getCanonicalFnName(*F); 1840 if (OrigName != NewName && !NewName.empty()) { 1841 auto r = SymbolMap.insert(std::make_pair(NewName, F)); 1842 // Failiing to insert means there is already an entry in SymbolMap, 1843 // thus there are multiple functions that are mapped to the same 1844 // stripped name. In this case of name conflicting, set the value 1845 // to nullptr to avoid confusion. 1846 if (!r.second) 1847 r.first->second = nullptr; 1848 OrigName = NewName; 1849 } 1850 // Insert the remapped names into SymbolMap. 1851 if (Remapper) { 1852 if (auto MapName = Remapper->lookUpNameInProfile(OrigName)) { 1853 if (*MapName != OrigName && !MapName->empty()) 1854 SymbolMap.insert(std::make_pair(*MapName, F)); 1855 } 1856 } 1857 } 1858 assert(SymbolMap.count(StringRef()) == 0 && 1859 "No empty StringRef should be added in SymbolMap"); 1860 1861 bool retval = false; 1862 for (auto F : buildFunctionOrder(M, CG)) { 1863 assert(!F->isDeclaration()); 1864 clearFunctionData(); 1865 retval |= runOnFunction(*F, AM); 1866 } 1867 1868 // Account for cold calls not inlined.... 1869 if (!ProfileIsCS) 1870 for (const std::pair<Function *, NotInlinedProfileInfo> &pair : 1871 notInlinedCallInfo) 1872 updateProfileCallee(pair.first, pair.second.entryCount); 1873 1874 return retval; 1875 } 1876 1877 bool SampleProfileLoaderLegacyPass::runOnModule(Module &M) { 1878 ACT = &getAnalysis<AssumptionCacheTracker>(); 1879 TTIWP = &getAnalysis<TargetTransformInfoWrapperPass>(); 1880 TLIWP = &getAnalysis<TargetLibraryInfoWrapperPass>(); 1881 ProfileSummaryInfo *PSI = 1882 &getAnalysis<ProfileSummaryInfoWrapperPass>().getPSI(); 1883 return SampleLoader.runOnModule(M, nullptr, PSI, nullptr); 1884 } 1885 1886 bool SampleProfileLoader::runOnFunction(Function &F, ModuleAnalysisManager *AM) { 1887 LLVM_DEBUG(dbgs() << "\n\nProcessing Function " << F.getName() << "\n"); 1888 DILocation2SampleMap.clear(); 1889 // By default the entry count is initialized to -1, which will be treated 1890 // conservatively by getEntryCount as the same as unknown (None). This is 1891 // to avoid newly added code to be treated as cold. If we have samples 1892 // this will be overwritten in emitAnnotations. 1893 uint64_t initialEntryCount = -1; 1894 1895 ProfAccForSymsInList = ProfileAccurateForSymsInList && PSL; 1896 if (ProfileSampleAccurate || F.hasFnAttribute("profile-sample-accurate")) { 1897 // initialize all the function entry counts to 0. It means all the 1898 // functions without profile will be regarded as cold. 1899 initialEntryCount = 0; 1900 // profile-sample-accurate is a user assertion which has a higher precedence 1901 // than symbol list. When profile-sample-accurate is on, ignore symbol list. 1902 ProfAccForSymsInList = false; 1903 } 1904 CoverageTracker.setProfAccForSymsInList(ProfAccForSymsInList); 1905 1906 // PSL -- profile symbol list include all the symbols in sampled binary. 1907 // If ProfileAccurateForSymsInList is enabled, PSL is used to treat 1908 // old functions without samples being cold, without having to worry 1909 // about new and hot functions being mistakenly treated as cold. 1910 if (ProfAccForSymsInList) { 1911 // Initialize the entry count to 0 for functions in the list. 1912 if (PSL->contains(F.getName())) 1913 initialEntryCount = 0; 1914 1915 // Function in the symbol list but without sample will be regarded as 1916 // cold. To minimize the potential negative performance impact it could 1917 // have, we want to be a little conservative here saying if a function 1918 // shows up in the profile, no matter as outline function, inline instance 1919 // or call targets, treat the function as not being cold. This will handle 1920 // the cases such as most callsites of a function are inlined in sampled 1921 // binary but not inlined in current build (because of source code drift, 1922 // imprecise debug information, or the callsites are all cold individually 1923 // but not cold accumulatively...), so the outline function showing up as 1924 // cold in sampled binary will actually not be cold after current build. 1925 StringRef CanonName = FunctionSamples::getCanonicalFnName(F); 1926 if (NamesInProfile.count(CanonName)) 1927 initialEntryCount = -1; 1928 } 1929 1930 // Initialize entry count when the function has no existing entry 1931 // count value. 1932 if (!F.getEntryCount().hasValue()) 1933 F.setEntryCount(ProfileCount(initialEntryCount, Function::PCT_Real)); 1934 std::unique_ptr<OptimizationRemarkEmitter> OwnedORE; 1935 if (AM) { 1936 auto &FAM = 1937 AM->getResult<FunctionAnalysisManagerModuleProxy>(*F.getParent()) 1938 .getManager(); 1939 ORE = &FAM.getResult<OptimizationRemarkEmitterAnalysis>(F); 1940 } else { 1941 OwnedORE = std::make_unique<OptimizationRemarkEmitter>(&F); 1942 ORE = OwnedORE.get(); 1943 } 1944 1945 if (ProfileIsCS) 1946 Samples = ContextTracker->getBaseSamplesFor(F); 1947 else 1948 Samples = Reader->getSamplesFor(F); 1949 1950 if (Samples && !Samples->empty()) 1951 return emitAnnotations(F); 1952 return false; 1953 } 1954 1955 PreservedAnalyses SampleProfileLoaderPass::run(Module &M, 1956 ModuleAnalysisManager &AM) { 1957 FunctionAnalysisManager &FAM = 1958 AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager(); 1959 1960 auto GetAssumptionCache = [&](Function &F) -> AssumptionCache & { 1961 return FAM.getResult<AssumptionAnalysis>(F); 1962 }; 1963 auto GetTTI = [&](Function &F) -> TargetTransformInfo & { 1964 return FAM.getResult<TargetIRAnalysis>(F); 1965 }; 1966 auto GetTLI = [&](Function &F) -> const TargetLibraryInfo & { 1967 return FAM.getResult<TargetLibraryAnalysis>(F); 1968 }; 1969 1970 SampleProfileLoader SampleLoader( 1971 ProfileFileName.empty() ? SampleProfileFile : ProfileFileName, 1972 ProfileRemappingFileName.empty() ? SampleProfileRemappingFile 1973 : ProfileRemappingFileName, 1974 LTOPhase, GetAssumptionCache, GetTTI, GetTLI); 1975 1976 if (!SampleLoader.doInitialization(M, &FAM)) 1977 return PreservedAnalyses::all(); 1978 1979 ProfileSummaryInfo *PSI = &AM.getResult<ProfileSummaryAnalysis>(M); 1980 CallGraph &CG = AM.getResult<CallGraphAnalysis>(M); 1981 if (!SampleLoader.runOnModule(M, &AM, PSI, &CG)) 1982 return PreservedAnalyses::all(); 1983 1984 return PreservedAnalyses::none(); 1985 } 1986