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