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/BlockFrequencyInfoImpl.h" 40 #include "llvm/Analysis/CallGraph.h" 41 #include "llvm/Analysis/CallGraphSCCPass.h" 42 #include "llvm/Analysis/InlineAdvisor.h" 43 #include "llvm/Analysis/InlineCost.h" 44 #include "llvm/Analysis/LoopInfo.h" 45 #include "llvm/Analysis/OptimizationRemarkEmitter.h" 46 #include "llvm/Analysis/PostDominators.h" 47 #include "llvm/Analysis/ProfileSummaryInfo.h" 48 #include "llvm/Analysis/ReplayInlineAdvisor.h" 49 #include "llvm/Analysis/TargetLibraryInfo.h" 50 #include "llvm/Analysis/TargetTransformInfo.h" 51 #include "llvm/IR/BasicBlock.h" 52 #include "llvm/IR/CFG.h" 53 #include "llvm/IR/DebugInfoMetadata.h" 54 #include "llvm/IR/DebugLoc.h" 55 #include "llvm/IR/DiagnosticInfo.h" 56 #include "llvm/IR/Dominators.h" 57 #include "llvm/IR/Function.h" 58 #include "llvm/IR/GlobalValue.h" 59 #include "llvm/IR/InstrTypes.h" 60 #include "llvm/IR/Instruction.h" 61 #include "llvm/IR/Instructions.h" 62 #include "llvm/IR/IntrinsicInst.h" 63 #include "llvm/IR/LLVMContext.h" 64 #include "llvm/IR/MDBuilder.h" 65 #include "llvm/IR/Module.h" 66 #include "llvm/IR/PassManager.h" 67 #include "llvm/IR/ValueSymbolTable.h" 68 #include "llvm/InitializePasses.h" 69 #include "llvm/Pass.h" 70 #include "llvm/ProfileData/InstrProf.h" 71 #include "llvm/ProfileData/SampleProf.h" 72 #include "llvm/ProfileData/SampleProfReader.h" 73 #include "llvm/Support/Casting.h" 74 #include "llvm/Support/CommandLine.h" 75 #include "llvm/Support/Debug.h" 76 #include "llvm/Support/ErrorHandling.h" 77 #include "llvm/Support/ErrorOr.h" 78 #include "llvm/Support/GenericDomTree.h" 79 #include "llvm/Support/raw_ostream.h" 80 #include "llvm/Transforms/IPO.h" 81 #include "llvm/Transforms/IPO/ProfiledCallGraph.h" 82 #include "llvm/Transforms/IPO/SampleContextTracker.h" 83 #include "llvm/Transforms/IPO/SampleProfileProbe.h" 84 #include "llvm/Transforms/Instrumentation.h" 85 #include "llvm/Transforms/Utils/CallPromotionUtils.h" 86 #include "llvm/Transforms/Utils/Cloning.h" 87 #include "llvm/Transforms/Utils/SampleProfileLoaderBaseImpl.h" 88 #include "llvm/Transforms/Utils/SampleProfileLoaderBaseUtil.h" 89 #include <algorithm> 90 #include <cassert> 91 #include <cstdint> 92 #include <functional> 93 #include <limits> 94 #include <map> 95 #include <memory> 96 #include <queue> 97 #include <string> 98 #include <system_error> 99 #include <utility> 100 #include <vector> 101 102 using namespace llvm; 103 using namespace sampleprof; 104 using namespace llvm::sampleprofutil; 105 using ProfileCount = Function::ProfileCount; 106 #define DEBUG_TYPE "sample-profile" 107 #define CSINLINE_DEBUG DEBUG_TYPE "-inline" 108 109 STATISTIC(NumCSInlined, 110 "Number of functions inlined with context sensitive profile"); 111 STATISTIC(NumCSNotInlined, 112 "Number of functions not inlined with context sensitive profile"); 113 STATISTIC(NumMismatchedProfile, 114 "Number of functions with CFG mismatched profile"); 115 STATISTIC(NumMatchedProfile, "Number of functions with CFG matched profile"); 116 STATISTIC(NumDuplicatedInlinesite, 117 "Number of inlined callsites with a partial distribution factor"); 118 119 STATISTIC(NumCSInlinedHitMinLimit, 120 "Number of functions with FDO inline stopped due to min size limit"); 121 STATISTIC(NumCSInlinedHitMaxLimit, 122 "Number of functions with FDO inline stopped due to max size limit"); 123 STATISTIC( 124 NumCSInlinedHitGrowthLimit, 125 "Number of functions with FDO inline stopped due to growth size limit"); 126 127 // Command line option to specify the file to read samples from. This is 128 // mainly used for debugging. 129 static cl::opt<std::string> SampleProfileFile( 130 "sample-profile-file", cl::init(""), cl::value_desc("filename"), 131 cl::desc("Profile file loaded by -sample-profile"), cl::Hidden); 132 133 // The named file contains a set of transformations that may have been applied 134 // to the symbol names between the program from which the sample data was 135 // collected and the current program's symbols. 136 static cl::opt<std::string> SampleProfileRemappingFile( 137 "sample-profile-remapping-file", cl::init(""), cl::value_desc("filename"), 138 cl::desc("Profile remapping file loaded by -sample-profile"), cl::Hidden); 139 140 static cl::opt<bool> ProfileSampleAccurate( 141 "profile-sample-accurate", cl::Hidden, cl::init(false), 142 cl::desc("If the sample profile is accurate, we will mark all un-sampled " 143 "callsite and function as having 0 samples. Otherwise, treat " 144 "un-sampled callsites and functions conservatively as unknown. ")); 145 146 static cl::opt<bool> ProfileAccurateForSymsInList( 147 "profile-accurate-for-symsinlist", cl::Hidden, cl::ZeroOrMore, 148 cl::init(true), 149 cl::desc("For symbols in profile symbol list, regard their profiles to " 150 "be accurate. It may be overriden by profile-sample-accurate. ")); 151 152 static cl::opt<bool> ProfileMergeInlinee( 153 "sample-profile-merge-inlinee", cl::Hidden, cl::init(true), 154 cl::desc("Merge past inlinee's profile to outline version if sample " 155 "profile loader decided not to inline a call site. It will " 156 "only be enabled when top-down order of profile loading is " 157 "enabled. ")); 158 159 static cl::opt<bool> ProfileTopDownLoad( 160 "sample-profile-top-down-load", cl::Hidden, cl::init(true), 161 cl::desc("Do profile annotation and inlining for functions in top-down " 162 "order of call graph during sample profile loading. It only " 163 "works for new pass manager. ")); 164 165 static cl::opt<bool> 166 UseProfiledCallGraph("use-profiled-call-graph", cl::init(true), cl::Hidden, 167 cl::desc("Process functions in a top-down order " 168 "defined by the profiled call graph when " 169 "-sample-profile-top-down-load is on.")); 170 171 static cl::opt<bool> ProfileSizeInline( 172 "sample-profile-inline-size", cl::Hidden, cl::init(false), 173 cl::desc("Inline cold call sites in profile loader if it's beneficial " 174 "for code size.")); 175 176 cl::opt<int> ProfileInlineGrowthLimit( 177 "sample-profile-inline-growth-limit", cl::Hidden, cl::init(12), 178 cl::desc("The size growth ratio limit for proirity-based sample profile " 179 "loader inlining.")); 180 181 cl::opt<int> ProfileInlineLimitMin( 182 "sample-profile-inline-limit-min", cl::Hidden, cl::init(100), 183 cl::desc("The lower bound of size growth limit for " 184 "proirity-based sample profile loader inlining.")); 185 186 cl::opt<int> ProfileInlineLimitMax( 187 "sample-profile-inline-limit-max", cl::Hidden, cl::init(10000), 188 cl::desc("The upper bound of size growth limit for " 189 "proirity-based sample profile loader inlining.")); 190 191 cl::opt<int> SampleHotCallSiteThreshold( 192 "sample-profile-hot-inline-threshold", cl::Hidden, cl::init(3000), 193 cl::desc("Hot callsite threshold for proirity-based sample profile loader " 194 "inlining.")); 195 196 cl::opt<int> SampleColdCallSiteThreshold( 197 "sample-profile-cold-inline-threshold", cl::Hidden, cl::init(45), 198 cl::desc("Threshold for inlining cold callsites")); 199 200 static cl::opt<unsigned> ProfileICPRelativeHotness( 201 "sample-profile-icp-relative-hotness", cl::Hidden, cl::init(25), 202 cl::desc( 203 "Relative hotness percentage threshold for indirect " 204 "call promotion in proirity-based sample profile loader inlining.")); 205 206 static cl::opt<unsigned> ProfileICPRelativeHotnessSkip( 207 "sample-profile-icp-relative-hotness-skip", cl::Hidden, cl::init(1), 208 cl::desc( 209 "Skip relative hotness check for ICP up to given number of targets.")); 210 211 static cl::opt<bool> CallsitePrioritizedInline( 212 "sample-profile-prioritized-inline", cl::Hidden, cl::ZeroOrMore, 213 cl::init(false), 214 cl::desc("Use call site prioritized inlining for sample profile loader." 215 "Currently only CSSPGO is supported.")); 216 217 static cl::opt<std::string> ProfileInlineReplayFile( 218 "sample-profile-inline-replay", cl::init(""), cl::value_desc("filename"), 219 cl::desc( 220 "Optimization remarks file containing inline remarks to be replayed " 221 "by inlining from sample profile loader."), 222 cl::Hidden); 223 224 static cl::opt<unsigned> 225 MaxNumPromotions("sample-profile-icp-max-prom", cl::init(3), cl::Hidden, 226 cl::ZeroOrMore, 227 cl::desc("Max number of promotions for a single indirect " 228 "call callsite in sample profile loader")); 229 230 static cl::opt<bool> OverwriteExistingWeights( 231 "overwrite-existing-weights", cl::Hidden, cl::init(false), 232 cl::desc("Ignore existing branch weights on IR and always overwrite.")); 233 234 namespace { 235 236 using BlockWeightMap = DenseMap<const BasicBlock *, uint64_t>; 237 using EquivalenceClassMap = DenseMap<const BasicBlock *, const BasicBlock *>; 238 using Edge = std::pair<const BasicBlock *, const BasicBlock *>; 239 using EdgeWeightMap = DenseMap<Edge, uint64_t>; 240 using BlockEdgeMap = 241 DenseMap<const BasicBlock *, SmallVector<const BasicBlock *, 8>>; 242 243 class GUIDToFuncNameMapper { 244 public: 245 GUIDToFuncNameMapper(Module &M, SampleProfileReader &Reader, 246 DenseMap<uint64_t, StringRef> &GUIDToFuncNameMap) 247 : CurrentReader(Reader), CurrentModule(M), 248 CurrentGUIDToFuncNameMap(GUIDToFuncNameMap) { 249 if (!CurrentReader.useMD5()) 250 return; 251 252 for (const auto &F : CurrentModule) { 253 StringRef OrigName = F.getName(); 254 CurrentGUIDToFuncNameMap.insert( 255 {Function::getGUID(OrigName), OrigName}); 256 257 // Local to global var promotion used by optimization like thinlto 258 // will rename the var and add suffix like ".llvm.xxx" to the 259 // original local name. In sample profile, the suffixes of function 260 // names are all stripped. Since it is possible that the mapper is 261 // built in post-thin-link phase and var promotion has been done, 262 // we need to add the substring of function name without the suffix 263 // into the GUIDToFuncNameMap. 264 StringRef CanonName = FunctionSamples::getCanonicalFnName(F); 265 if (CanonName != OrigName) 266 CurrentGUIDToFuncNameMap.insert( 267 {Function::getGUID(CanonName), CanonName}); 268 } 269 270 // Update GUIDToFuncNameMap for each function including inlinees. 271 SetGUIDToFuncNameMapForAll(&CurrentGUIDToFuncNameMap); 272 } 273 274 ~GUIDToFuncNameMapper() { 275 if (!CurrentReader.useMD5()) 276 return; 277 278 CurrentGUIDToFuncNameMap.clear(); 279 280 // Reset GUIDToFuncNameMap for of each function as they're no 281 // longer valid at this point. 282 SetGUIDToFuncNameMapForAll(nullptr); 283 } 284 285 private: 286 void SetGUIDToFuncNameMapForAll(DenseMap<uint64_t, StringRef> *Map) { 287 std::queue<FunctionSamples *> FSToUpdate; 288 for (auto &IFS : CurrentReader.getProfiles()) { 289 FSToUpdate.push(&IFS.second); 290 } 291 292 while (!FSToUpdate.empty()) { 293 FunctionSamples *FS = FSToUpdate.front(); 294 FSToUpdate.pop(); 295 FS->GUIDToFuncNameMap = Map; 296 for (const auto &ICS : FS->getCallsiteSamples()) { 297 const FunctionSamplesMap &FSMap = ICS.second; 298 for (auto &IFS : FSMap) { 299 FunctionSamples &FS = const_cast<FunctionSamples &>(IFS.second); 300 FSToUpdate.push(&FS); 301 } 302 } 303 } 304 } 305 306 SampleProfileReader &CurrentReader; 307 Module &CurrentModule; 308 DenseMap<uint64_t, StringRef> &CurrentGUIDToFuncNameMap; 309 }; 310 311 // Inline candidate used by iterative callsite prioritized inliner 312 struct InlineCandidate { 313 CallBase *CallInstr; 314 const FunctionSamples *CalleeSamples; 315 // Prorated callsite count, which will be used to guide inlining. For example, 316 // if a callsite is duplicated in LTO prelink, then in LTO postlink the two 317 // copies will get their own distribution factors and their prorated counts 318 // will be used to decide if they should be inlined independently. 319 uint64_t CallsiteCount; 320 // Call site distribution factor to prorate the profile samples for a 321 // duplicated callsite. Default value is 1.0. 322 float CallsiteDistribution; 323 }; 324 325 // Inline candidate comparer using call site weight 326 struct CandidateComparer { 327 bool operator()(const InlineCandidate &LHS, const InlineCandidate &RHS) { 328 if (LHS.CallsiteCount != RHS.CallsiteCount) 329 return LHS.CallsiteCount < RHS.CallsiteCount; 330 331 const FunctionSamples *LCS = LHS.CalleeSamples; 332 const FunctionSamples *RCS = RHS.CalleeSamples; 333 assert(LCS && RCS && "Expect non-null FunctionSamples"); 334 335 // Tie breaker using number of samples try to favor smaller functions first 336 if (LCS->getBodySamples().size() != RCS->getBodySamples().size()) 337 return LCS->getBodySamples().size() > RCS->getBodySamples().size(); 338 339 // Tie breaker using GUID so we have stable/deterministic inlining order 340 return LCS->getGUID(LCS->getName()) < RCS->getGUID(RCS->getName()); 341 } 342 }; 343 344 using CandidateQueue = 345 PriorityQueue<InlineCandidate, std::vector<InlineCandidate>, 346 CandidateComparer>; 347 348 /// Sample profile pass. 349 /// 350 /// This pass reads profile data from the file specified by 351 /// -sample-profile-file and annotates every affected function with the 352 /// profile information found in that file. 353 class SampleProfileLoader final 354 : public SampleProfileLoaderBaseImpl<BasicBlock> { 355 public: 356 SampleProfileLoader( 357 StringRef Name, StringRef RemapName, ThinOrFullLTOPhase LTOPhase, 358 std::function<AssumptionCache &(Function &)> GetAssumptionCache, 359 std::function<TargetTransformInfo &(Function &)> GetTargetTransformInfo, 360 std::function<const TargetLibraryInfo &(Function &)> GetTLI) 361 : SampleProfileLoaderBaseImpl(std::string(Name), std::string(RemapName)), 362 GetAC(std::move(GetAssumptionCache)), 363 GetTTI(std::move(GetTargetTransformInfo)), GetTLI(std::move(GetTLI)), 364 LTOPhase(LTOPhase) {} 365 366 bool doInitialization(Module &M, FunctionAnalysisManager *FAM = nullptr); 367 bool runOnModule(Module &M, ModuleAnalysisManager *AM, 368 ProfileSummaryInfo *_PSI, CallGraph *CG); 369 370 protected: 371 bool runOnFunction(Function &F, ModuleAnalysisManager *AM); 372 bool emitAnnotations(Function &F); 373 ErrorOr<uint64_t> getInstWeight(const Instruction &I) override; 374 ErrorOr<uint64_t> getProbeWeight(const Instruction &I); 375 const FunctionSamples *findCalleeFunctionSamples(const CallBase &I) const; 376 const FunctionSamples * 377 findFunctionSamples(const Instruction &I) const override; 378 std::vector<const FunctionSamples *> 379 findIndirectCallFunctionSamples(const Instruction &I, uint64_t &Sum) const; 380 void findExternalInlineCandidate(const FunctionSamples *Samples, 381 DenseSet<GlobalValue::GUID> &InlinedGUIDs, 382 const StringMap<Function *> &SymbolMap, 383 uint64_t Threshold); 384 // Attempt to promote indirect call and also inline the promoted call 385 bool tryPromoteAndInlineCandidate( 386 Function &F, InlineCandidate &Candidate, uint64_t SumOrigin, 387 uint64_t &Sum, SmallVector<CallBase *, 8> *InlinedCallSites = nullptr); 388 bool inlineHotFunctions(Function &F, 389 DenseSet<GlobalValue::GUID> &InlinedGUIDs); 390 InlineCost shouldInlineCandidate(InlineCandidate &Candidate); 391 bool getInlineCandidate(InlineCandidate *NewCandidate, CallBase *CB); 392 bool 393 tryInlineCandidate(InlineCandidate &Candidate, 394 SmallVector<CallBase *, 8> *InlinedCallSites = nullptr); 395 bool 396 inlineHotFunctionsWithPriority(Function &F, 397 DenseSet<GlobalValue::GUID> &InlinedGUIDs); 398 // Inline cold/small functions in addition to hot ones 399 bool shouldInlineColdCallee(CallBase &CallInst); 400 void emitOptimizationRemarksForInlineCandidates( 401 const SmallVectorImpl<CallBase *> &Candidates, const Function &F, 402 bool Hot); 403 std::vector<Function *> buildFunctionOrder(Module &M, CallGraph *CG); 404 std::unique_ptr<ProfiledCallGraph> buildProfiledCallGraph(CallGraph &CG); 405 void generateMDProfMetadata(Function &F); 406 407 /// Map from function name to Function *. Used to find the function from 408 /// the function name. If the function name contains suffix, additional 409 /// entry is added to map from the stripped name to the function if there 410 /// is one-to-one mapping. 411 StringMap<Function *> SymbolMap; 412 413 std::function<AssumptionCache &(Function &)> GetAC; 414 std::function<TargetTransformInfo &(Function &)> GetTTI; 415 std::function<const TargetLibraryInfo &(Function &)> GetTLI; 416 417 /// Profile tracker for different context. 418 std::unique_ptr<SampleContextTracker> ContextTracker; 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 // Here use error_code to represent: 1) The dangling probe. 2) Ignore the weight 547 // of non-probe instruction. So if all instructions of the BB give error_code, 548 // tell the inference algorithm to infer the BB weight. 549 ErrorOr<uint64_t> SampleProfileLoader::getProbeWeight(const Instruction &Inst) { 550 assert(FunctionSamples::ProfileIsProbeBased && 551 "Profile is not pseudo probe based"); 552 Optional<PseudoProbe> Probe = extractProbe(Inst); 553 // Ignore the non-probe instruction. If none of the instruction in the BB is 554 // probe, we choose to infer the BB's weight. 555 if (!Probe) 556 return std::error_code(); 557 558 const FunctionSamples *FS = findFunctionSamples(Inst); 559 // If none of the instruction has FunctionSample, we choose to return zero 560 // value sample to indicate the BB is cold. This could happen when the 561 // instruction is from inlinee and no profile data is found. 562 // FIXME: This should not be affected by the source drift issue as 1) if the 563 // newly added function is top-level inliner, it won't match the CFG checksum 564 // in the function profile or 2) if it's the inlinee, the inlinee should have 565 // a profile, otherwise it wouldn't be inlined. For non-probe based profile, 566 // we can improve it by adding a switch for profile-sample-block-accurate for 567 // block level counts in the future. 568 if (!FS) 569 return 0; 570 571 // For non-CS profile, If a direct call/invoke instruction is inlined in 572 // profile (findCalleeFunctionSamples returns non-empty result), but not 573 // inlined here, it means that the inlined callsite has no sample, thus the 574 // call instruction should have 0 count. 575 // For CS profile, the callsite count of previously inlined callees is 576 // populated with the entry count of the callees. 577 if (!ProfileIsCS) 578 if (const auto *CB = dyn_cast<CallBase>(&Inst)) 579 if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB)) 580 return 0; 581 582 const ErrorOr<uint64_t> &R = FS->findSamplesAt(Probe->Id, 0); 583 if (R) { 584 uint64_t Samples = R.get() * Probe->Factor; 585 bool FirstMark = CoverageTracker.markSamplesUsed(FS, Probe->Id, 0, Samples); 586 if (FirstMark) { 587 ORE->emit([&]() { 588 OptimizationRemarkAnalysis Remark(DEBUG_TYPE, "AppliedSamples", &Inst); 589 Remark << "Applied " << ore::NV("NumSamples", Samples); 590 Remark << " samples from profile (ProbeId="; 591 Remark << ore::NV("ProbeId", Probe->Id); 592 Remark << ", Factor="; 593 Remark << ore::NV("Factor", Probe->Factor); 594 Remark << ", OriginalSamples="; 595 Remark << ore::NV("OriginalSamples", R.get()); 596 Remark << ")"; 597 return Remark; 598 }); 599 } 600 LLVM_DEBUG(dbgs() << " " << Probe->Id << ":" << Inst 601 << " - weight: " << R.get() << " - factor: " 602 << format("%0.2f", Probe->Factor) << ")\n"); 603 return Samples; 604 } 605 return R; 606 } 607 608 /// Get the FunctionSamples for a call instruction. 609 /// 610 /// The FunctionSamples of a call/invoke instruction \p Inst is the inlined 611 /// instance in which that call instruction is calling to. It contains 612 /// all samples that resides in the inlined instance. We first find the 613 /// inlined instance in which the call instruction is from, then we 614 /// traverse its children to find the callsite with the matching 615 /// location. 616 /// 617 /// \param Inst Call/Invoke instruction to query. 618 /// 619 /// \returns The FunctionSamples pointer to the inlined instance. 620 const FunctionSamples * 621 SampleProfileLoader::findCalleeFunctionSamples(const CallBase &Inst) const { 622 const DILocation *DIL = Inst.getDebugLoc(); 623 if (!DIL) { 624 return nullptr; 625 } 626 627 StringRef CalleeName; 628 if (Function *Callee = Inst.getCalledFunction()) 629 CalleeName = Callee->getName(); 630 631 if (ProfileIsCS) 632 return ContextTracker->getCalleeContextSamplesFor(Inst, CalleeName); 633 634 const FunctionSamples *FS = findFunctionSamples(Inst); 635 if (FS == nullptr) 636 return nullptr; 637 638 return FS->findFunctionSamplesAt(FunctionSamples::getCallSiteIdentifier(DIL), 639 CalleeName, Reader->getRemapper()); 640 } 641 642 /// Returns a vector of FunctionSamples that are the indirect call targets 643 /// of \p Inst. The vector is sorted by the total number of samples. Stores 644 /// the total call count of the indirect call in \p Sum. 645 std::vector<const FunctionSamples *> 646 SampleProfileLoader::findIndirectCallFunctionSamples( 647 const Instruction &Inst, uint64_t &Sum) const { 648 const DILocation *DIL = Inst.getDebugLoc(); 649 std::vector<const FunctionSamples *> R; 650 651 if (!DIL) { 652 return R; 653 } 654 655 auto FSCompare = [](const FunctionSamples *L, const FunctionSamples *R) { 656 assert(L && R && "Expect non-null FunctionSamples"); 657 if (L->getEntrySamples() != R->getEntrySamples()) 658 return L->getEntrySamples() > R->getEntrySamples(); 659 return FunctionSamples::getGUID(L->getName()) < 660 FunctionSamples::getGUID(R->getName()); 661 }; 662 663 if (ProfileIsCS) { 664 auto CalleeSamples = 665 ContextTracker->getIndirectCalleeContextSamplesFor(DIL); 666 if (CalleeSamples.empty()) 667 return R; 668 669 // For CSSPGO, we only use target context profile's entry count 670 // as that already includes both inlined callee and non-inlined ones.. 671 Sum = 0; 672 for (const auto *const FS : CalleeSamples) { 673 Sum += FS->getEntrySamples(); 674 R.push_back(FS); 675 } 676 llvm::sort(R, FSCompare); 677 return R; 678 } 679 680 const FunctionSamples *FS = findFunctionSamples(Inst); 681 if (FS == nullptr) 682 return R; 683 684 auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL); 685 auto T = FS->findCallTargetMapAt(CallSite); 686 Sum = 0; 687 if (T) 688 for (const auto &T_C : T.get()) 689 Sum += T_C.second; 690 if (const FunctionSamplesMap *M = FS->findFunctionSamplesMapAt(CallSite)) { 691 if (M->empty()) 692 return R; 693 for (const auto &NameFS : *M) { 694 Sum += NameFS.second.getEntrySamples(); 695 R.push_back(&NameFS.second); 696 } 697 llvm::sort(R, FSCompare); 698 } 699 return R; 700 } 701 702 const FunctionSamples * 703 SampleProfileLoader::findFunctionSamples(const Instruction &Inst) const { 704 if (FunctionSamples::ProfileIsProbeBased) { 705 Optional<PseudoProbe> Probe = extractProbe(Inst); 706 if (!Probe) 707 return nullptr; 708 } 709 710 const DILocation *DIL = Inst.getDebugLoc(); 711 if (!DIL) 712 return Samples; 713 714 auto it = DILocation2SampleMap.try_emplace(DIL,nullptr); 715 if (it.second) { 716 if (ProfileIsCS) 717 it.first->second = ContextTracker->getContextSamplesFor(DIL); 718 else 719 it.first->second = 720 Samples->findFunctionSamples(DIL, Reader->getRemapper()); 721 } 722 return it.first->second; 723 } 724 725 /// Check whether the indirect call promotion history of \p Inst allows 726 /// the promotion for \p Candidate. 727 /// If the profile count for the promotion candidate \p Candidate is 728 /// NOMORE_ICP_MAGICNUM, it means \p Candidate has already been promoted 729 /// for \p Inst. If we already have at least MaxNumPromotions 730 /// NOMORE_ICP_MAGICNUM count values in the value profile of \p Inst, we 731 /// cannot promote for \p Inst anymore. 732 static bool doesHistoryAllowICP(const Instruction &Inst, StringRef Candidate) { 733 uint32_t NumVals = 0; 734 uint64_t TotalCount = 0; 735 std::unique_ptr<InstrProfValueData[]> ValueData = 736 std::make_unique<InstrProfValueData[]>(MaxNumPromotions); 737 bool Valid = 738 getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions, 739 ValueData.get(), NumVals, TotalCount, true); 740 // No valid value profile so no promoted targets have been recorded 741 // before. Ok to do ICP. 742 if (!Valid) 743 return true; 744 745 unsigned NumPromoted = 0; 746 for (uint32_t I = 0; I < NumVals; I++) { 747 if (ValueData[I].Count != NOMORE_ICP_MAGICNUM) 748 continue; 749 750 // If the promotion candidate has NOMORE_ICP_MAGICNUM count in the 751 // metadata, it means the candidate has been promoted for this 752 // indirect call. 753 if (ValueData[I].Value == Function::getGUID(Candidate)) 754 return false; 755 NumPromoted++; 756 // If already have MaxNumPromotions promotion, don't do it anymore. 757 if (NumPromoted == MaxNumPromotions) 758 return false; 759 } 760 return true; 761 } 762 763 /// Update indirect call target profile metadata for \p Inst. 764 /// Usually \p Sum is the sum of counts of all the targets for \p Inst. 765 /// If it is 0, it means updateIDTMetaData is used to mark a 766 /// certain target to be promoted already. If it is not zero, 767 /// we expect to use it to update the total count in the value profile. 768 static void 769 updateIDTMetaData(Instruction &Inst, 770 const SmallVectorImpl<InstrProfValueData> &CallTargets, 771 uint64_t Sum) { 772 uint32_t NumVals = 0; 773 // OldSum is the existing total count in the value profile data. 774 uint64_t OldSum = 0; 775 std::unique_ptr<InstrProfValueData[]> ValueData = 776 std::make_unique<InstrProfValueData[]>(MaxNumPromotions); 777 bool Valid = 778 getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions, 779 ValueData.get(), NumVals, OldSum, true); 780 781 DenseMap<uint64_t, uint64_t> ValueCountMap; 782 if (Sum == 0) { 783 assert((CallTargets.size() == 1 && 784 CallTargets[0].Count == NOMORE_ICP_MAGICNUM) && 785 "If sum is 0, assume only one element in CallTargets " 786 "with count being NOMORE_ICP_MAGICNUM"); 787 // Initialize ValueCountMap with existing value profile data. 788 if (Valid) { 789 for (uint32_t I = 0; I < NumVals; I++) 790 ValueCountMap[ValueData[I].Value] = ValueData[I].Count; 791 } 792 auto Pair = 793 ValueCountMap.try_emplace(CallTargets[0].Value, CallTargets[0].Count); 794 // If the target already exists in value profile, decrease the total 795 // count OldSum and reset the target's count to NOMORE_ICP_MAGICNUM. 796 if (!Pair.second) { 797 OldSum -= Pair.first->second; 798 Pair.first->second = NOMORE_ICP_MAGICNUM; 799 } 800 Sum = OldSum; 801 } else { 802 // Initialize ValueCountMap with existing NOMORE_ICP_MAGICNUM 803 // counts in the value profile. 804 if (Valid) { 805 for (uint32_t I = 0; I < NumVals; I++) { 806 if (ValueData[I].Count == NOMORE_ICP_MAGICNUM) 807 ValueCountMap[ValueData[I].Value] = ValueData[I].Count; 808 } 809 } 810 811 for (const auto &Data : CallTargets) { 812 auto Pair = ValueCountMap.try_emplace(Data.Value, Data.Count); 813 if (Pair.second) 814 continue; 815 // The target represented by Data.Value has already been promoted. 816 // Keep the count as NOMORE_ICP_MAGICNUM in the profile and decrease 817 // Sum by Data.Count. 818 assert(Sum >= Data.Count && "Sum should never be less than Data.Count"); 819 Sum -= Data.Count; 820 } 821 } 822 823 SmallVector<InstrProfValueData, 8> NewCallTargets; 824 for (const auto &ValueCount : ValueCountMap) { 825 NewCallTargets.emplace_back( 826 InstrProfValueData{ValueCount.first, ValueCount.second}); 827 } 828 829 llvm::sort(NewCallTargets, 830 [](const InstrProfValueData &L, const InstrProfValueData &R) { 831 if (L.Count != R.Count) 832 return L.Count > R.Count; 833 return L.Value > R.Value; 834 }); 835 836 uint32_t MaxMDCount = 837 std::min(NewCallTargets.size(), static_cast<size_t>(MaxNumPromotions)); 838 annotateValueSite(*Inst.getParent()->getParent()->getParent(), Inst, 839 NewCallTargets, Sum, IPVK_IndirectCallTarget, MaxMDCount); 840 } 841 842 /// Attempt to promote indirect call and also inline the promoted call. 843 /// 844 /// \param F Caller function. 845 /// \param Candidate ICP and inline candidate. 846 /// \param SumOrigin Original sum of target counts for indirect call before 847 /// promoting given candidate. 848 /// \param Sum Prorated sum of remaining target counts for indirect call 849 /// after promoting given candidate. 850 /// \param InlinedCallSite Output vector for new call sites exposed after 851 /// inlining. 852 bool SampleProfileLoader::tryPromoteAndInlineCandidate( 853 Function &F, InlineCandidate &Candidate, uint64_t SumOrigin, uint64_t &Sum, 854 SmallVector<CallBase *, 8> *InlinedCallSite) { 855 auto CalleeFunctionName = Candidate.CalleeSamples->getFuncName(); 856 auto R = SymbolMap.find(CalleeFunctionName); 857 if (R == SymbolMap.end() || !R->getValue()) 858 return false; 859 860 auto &CI = *Candidate.CallInstr; 861 if (!doesHistoryAllowICP(CI, R->getValue()->getName())) 862 return false; 863 864 const char *Reason = "Callee function not available"; 865 // R->getValue() != &F is to prevent promoting a recursive call. 866 // If it is a recursive call, we do not inline it as it could bloat 867 // the code exponentially. There is way to better handle this, e.g. 868 // clone the caller first, and inline the cloned caller if it is 869 // recursive. As llvm does not inline recursive calls, we will 870 // simply ignore it instead of handling it explicitly. 871 if (!R->getValue()->isDeclaration() && R->getValue()->getSubprogram() && 872 R->getValue()->hasFnAttribute("use-sample-profile") && 873 R->getValue() != &F && isLegalToPromote(CI, R->getValue(), &Reason)) { 874 // For promoted target, set its value with NOMORE_ICP_MAGICNUM count 875 // in the value profile metadata so the target won't be promoted again. 876 SmallVector<InstrProfValueData, 1> SortedCallTargets = {InstrProfValueData{ 877 Function::getGUID(R->getValue()->getName()), NOMORE_ICP_MAGICNUM}}; 878 updateIDTMetaData(CI, SortedCallTargets, 0); 879 880 auto *DI = &pgo::promoteIndirectCall( 881 CI, R->getValue(), Candidate.CallsiteCount, Sum, false, ORE); 882 if (DI) { 883 Sum -= Candidate.CallsiteCount; 884 // Do not prorate the indirect callsite distribution since the original 885 // distribution will be used to scale down non-promoted profile target 886 // counts later. By doing this we lose track of the real callsite count 887 // for the leftover indirect callsite as a trade off for accurate call 888 // target counts. 889 // TODO: Ideally we would have two separate factors, one for call site 890 // counts and one is used to prorate call target counts. 891 // Do not update the promoted direct callsite distribution at this 892 // point since the original distribution combined with the callee profile 893 // will be used to prorate callsites from the callee if inlined. Once not 894 // inlined, the direct callsite distribution should be prorated so that 895 // the it will reflect the real callsite counts. 896 Candidate.CallInstr = DI; 897 if (isa<CallInst>(DI) || isa<InvokeInst>(DI)) { 898 bool Inlined = tryInlineCandidate(Candidate, InlinedCallSite); 899 if (!Inlined) { 900 // Prorate the direct callsite distribution so that it reflects real 901 // callsite counts. 902 setProbeDistributionFactor( 903 *DI, static_cast<float>(Candidate.CallsiteCount) / SumOrigin); 904 } 905 return Inlined; 906 } 907 } 908 } else { 909 LLVM_DEBUG(dbgs() << "\nFailed to promote indirect call to " 910 << Candidate.CalleeSamples->getFuncName() << " because " 911 << Reason << "\n"); 912 } 913 return false; 914 } 915 916 bool SampleProfileLoader::shouldInlineColdCallee(CallBase &CallInst) { 917 if (!ProfileSizeInline) 918 return false; 919 920 Function *Callee = CallInst.getCalledFunction(); 921 if (Callee == nullptr) 922 return false; 923 924 InlineCost Cost = getInlineCost(CallInst, getInlineParams(), GetTTI(*Callee), 925 GetAC, GetTLI); 926 927 if (Cost.isNever()) 928 return false; 929 930 if (Cost.isAlways()) 931 return true; 932 933 return Cost.getCost() <= SampleColdCallSiteThreshold; 934 } 935 936 void SampleProfileLoader::emitOptimizationRemarksForInlineCandidates( 937 const SmallVectorImpl<CallBase *> &Candidates, const Function &F, 938 bool Hot) { 939 for (auto I : Candidates) { 940 Function *CalledFunction = I->getCalledFunction(); 941 if (CalledFunction) { 942 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineAttempt", 943 I->getDebugLoc(), I->getParent()) 944 << "previous inlining reattempted for " 945 << (Hot ? "hotness: '" : "size: '") 946 << ore::NV("Callee", CalledFunction) << "' into '" 947 << ore::NV("Caller", &F) << "'"); 948 } 949 } 950 } 951 952 void SampleProfileLoader::findExternalInlineCandidate( 953 const FunctionSamples *Samples, DenseSet<GlobalValue::GUID> &InlinedGUIDs, 954 const StringMap<Function *> &SymbolMap, uint64_t Threshold) { 955 assert(Samples && "expect non-null caller profile"); 956 957 // For AutoFDO profile, retrieve candidate profiles by walking over 958 // the nested inlinee profiles. 959 if (!ProfileIsCS) { 960 Samples->findInlinedFunctions(InlinedGUIDs, SymbolMap, Threshold); 961 return; 962 } 963 964 ContextTrieNode *Caller = 965 ContextTracker->getContextFor(Samples->getContext()); 966 std::queue<ContextTrieNode *> CalleeList; 967 CalleeList.push(Caller); 968 while (!CalleeList.empty()) { 969 ContextTrieNode *Node = CalleeList.front(); 970 CalleeList.pop(); 971 FunctionSamples *CalleeSample = Node->getFunctionSamples(); 972 // For CSSPGO profile, retrieve candidate profile by walking over the 973 // trie built for context profile. Note that also take call targets 974 // even if callee doesn't have a corresponding context profile. 975 if (!CalleeSample || CalleeSample->getEntrySamples() < Threshold) 976 continue; 977 978 StringRef Name = CalleeSample->getFuncName(); 979 Function *Func = SymbolMap.lookup(Name); 980 // Add to the import list only when it's defined out of module. 981 if (!Func || Func->isDeclaration()) 982 InlinedGUIDs.insert(FunctionSamples::getGUID(Name)); 983 984 // Import hot CallTargets, which may not be available in IR because full 985 // profile annotation cannot be done until backend compilation in ThinLTO. 986 for (const auto &BS : CalleeSample->getBodySamples()) 987 for (const auto &TS : BS.second.getCallTargets()) 988 if (TS.getValue() > Threshold) { 989 StringRef CalleeName = CalleeSample->getFuncName(TS.getKey()); 990 const Function *Callee = SymbolMap.lookup(CalleeName); 991 if (!Callee || Callee->isDeclaration()) 992 InlinedGUIDs.insert(FunctionSamples::getGUID(CalleeName)); 993 } 994 995 // Import hot child context profile associted with callees. Note that this 996 // may have some overlap with the call target loop above, but doing this 997 // based child context profile again effectively allow us to use the max of 998 // entry count and call target count to determine importing. 999 for (auto &Child : Node->getAllChildContext()) { 1000 ContextTrieNode *CalleeNode = &Child.second; 1001 CalleeList.push(CalleeNode); 1002 } 1003 } 1004 } 1005 1006 /// Iteratively inline hot callsites of a function. 1007 /// 1008 /// Iteratively traverse all callsites of the function \p F, and find if 1009 /// the corresponding inlined instance exists and is hot in profile. If 1010 /// it is hot enough, inline the callsites and adds new callsites of the 1011 /// callee into the caller. If the call is an indirect call, first promote 1012 /// it to direct call. Each indirect call is limited with a single target. 1013 /// 1014 /// \param F function to perform iterative inlining. 1015 /// \param InlinedGUIDs a set to be updated to include all GUIDs that are 1016 /// inlined in the profiled binary. 1017 /// 1018 /// \returns True if there is any inline happened. 1019 bool SampleProfileLoader::inlineHotFunctions( 1020 Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) { 1021 // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure 1022 // Profile symbol list is ignored when profile-sample-accurate is on. 1023 assert((!ProfAccForSymsInList || 1024 (!ProfileSampleAccurate && 1025 !F.hasFnAttribute("profile-sample-accurate"))) && 1026 "ProfAccForSymsInList should be false when profile-sample-accurate " 1027 "is enabled"); 1028 1029 DenseMap<CallBase *, const FunctionSamples *> LocalNotInlinedCallSites; 1030 bool Changed = false; 1031 bool LocalChanged = true; 1032 while (LocalChanged) { 1033 LocalChanged = false; 1034 SmallVector<CallBase *, 10> CIS; 1035 for (auto &BB : F) { 1036 bool Hot = false; 1037 SmallVector<CallBase *, 10> AllCandidates; 1038 SmallVector<CallBase *, 10> ColdCandidates; 1039 for (auto &I : BB.getInstList()) { 1040 const FunctionSamples *FS = nullptr; 1041 if (auto *CB = dyn_cast<CallBase>(&I)) { 1042 if (!isa<IntrinsicInst>(I) && (FS = findCalleeFunctionSamples(*CB))) { 1043 assert((!FunctionSamples::UseMD5 || FS->GUIDToFuncNameMap) && 1044 "GUIDToFuncNameMap has to be populated"); 1045 AllCandidates.push_back(CB); 1046 if (FS->getEntrySamples() > 0 || ProfileIsCS) 1047 LocalNotInlinedCallSites.try_emplace(CB, FS); 1048 if (callsiteIsHot(FS, PSI, ProfAccForSymsInList)) 1049 Hot = true; 1050 else if (shouldInlineColdCallee(*CB)) 1051 ColdCandidates.push_back(CB); 1052 } 1053 } 1054 } 1055 if (Hot || ExternalInlineAdvisor) { 1056 CIS.insert(CIS.begin(), AllCandidates.begin(), AllCandidates.end()); 1057 emitOptimizationRemarksForInlineCandidates(AllCandidates, F, true); 1058 } else { 1059 CIS.insert(CIS.begin(), ColdCandidates.begin(), ColdCandidates.end()); 1060 emitOptimizationRemarksForInlineCandidates(ColdCandidates, F, false); 1061 } 1062 } 1063 for (CallBase *I : CIS) { 1064 Function *CalledFunction = I->getCalledFunction(); 1065 InlineCandidate Candidate = { 1066 I, 1067 LocalNotInlinedCallSites.count(I) ? LocalNotInlinedCallSites[I] 1068 : nullptr, 1069 0 /* dummy count */, 1.0 /* dummy distribution factor */}; 1070 // Do not inline recursive calls. 1071 if (CalledFunction == &F) 1072 continue; 1073 if (I->isIndirectCall()) { 1074 uint64_t Sum; 1075 for (const auto *FS : findIndirectCallFunctionSamples(*I, Sum)) { 1076 uint64_t SumOrigin = Sum; 1077 if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1078 findExternalInlineCandidate(FS, InlinedGUIDs, SymbolMap, 1079 PSI->getOrCompHotCountThreshold()); 1080 continue; 1081 } 1082 if (!callsiteIsHot(FS, PSI, ProfAccForSymsInList)) 1083 continue; 1084 1085 Candidate = {I, FS, FS->getEntrySamples(), 1.0}; 1086 if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum)) { 1087 LocalNotInlinedCallSites.erase(I); 1088 LocalChanged = true; 1089 } 1090 } 1091 } else if (CalledFunction && CalledFunction->getSubprogram() && 1092 !CalledFunction->isDeclaration()) { 1093 if (tryInlineCandidate(Candidate)) { 1094 LocalNotInlinedCallSites.erase(I); 1095 LocalChanged = true; 1096 } 1097 } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1098 findExternalInlineCandidate(findCalleeFunctionSamples(*I), InlinedGUIDs, 1099 SymbolMap, 1100 PSI->getOrCompHotCountThreshold()); 1101 } 1102 } 1103 Changed |= LocalChanged; 1104 } 1105 1106 // For CS profile, profile for not inlined context will be merged when 1107 // base profile is being trieved 1108 if (ProfileIsCS) 1109 return Changed; 1110 1111 // Accumulate not inlined callsite information into notInlinedSamples 1112 for (const auto &Pair : LocalNotInlinedCallSites) { 1113 CallBase *I = Pair.getFirst(); 1114 Function *Callee = I->getCalledFunction(); 1115 if (!Callee || Callee->isDeclaration()) 1116 continue; 1117 1118 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "NotInline", 1119 I->getDebugLoc(), I->getParent()) 1120 << "previous inlining not repeated: '" 1121 << ore::NV("Callee", Callee) << "' into '" 1122 << ore::NV("Caller", &F) << "'"); 1123 1124 ++NumCSNotInlined; 1125 const FunctionSamples *FS = Pair.getSecond(); 1126 if (FS->getTotalSamples() == 0 && FS->getEntrySamples() == 0) { 1127 continue; 1128 } 1129 1130 if (ProfileMergeInlinee) { 1131 // A function call can be replicated by optimizations like callsite 1132 // splitting or jump threading and the replicates end up sharing the 1133 // sample nested callee profile instead of slicing the original inlinee's 1134 // profile. We want to do merge exactly once by filtering out callee 1135 // profiles with a non-zero head sample count. 1136 if (FS->getHeadSamples() == 0) { 1137 // Use entry samples as head samples during the merge, as inlinees 1138 // don't have head samples. 1139 const_cast<FunctionSamples *>(FS)->addHeadSamples( 1140 FS->getEntrySamples()); 1141 1142 // Note that we have to do the merge right after processing function. 1143 // This allows OutlineFS's profile to be used for annotation during 1144 // top-down processing of functions' annotation. 1145 FunctionSamples *OutlineFS = Reader->getOrCreateSamplesFor(*Callee); 1146 OutlineFS->merge(*FS); 1147 } 1148 } else { 1149 auto pair = 1150 notInlinedCallInfo.try_emplace(Callee, NotInlinedProfileInfo{0}); 1151 pair.first->second.entryCount += FS->getEntrySamples(); 1152 } 1153 } 1154 return Changed; 1155 } 1156 1157 bool SampleProfileLoader::tryInlineCandidate( 1158 InlineCandidate &Candidate, SmallVector<CallBase *, 8> *InlinedCallSites) { 1159 1160 CallBase &CB = *Candidate.CallInstr; 1161 Function *CalledFunction = CB.getCalledFunction(); 1162 assert(CalledFunction && "Expect a callee with definition"); 1163 DebugLoc DLoc = CB.getDebugLoc(); 1164 BasicBlock *BB = CB.getParent(); 1165 1166 InlineCost Cost = shouldInlineCandidate(Candidate); 1167 if (Cost.isNever()) { 1168 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineFail", DLoc, BB) 1169 << "incompatible inlining"); 1170 return false; 1171 } 1172 1173 if (!Cost) 1174 return false; 1175 1176 InlineFunctionInfo IFI(nullptr, GetAC); 1177 IFI.UpdateProfile = false; 1178 if (InlineFunction(CB, IFI).isSuccess()) { 1179 // Merge the attributes based on the inlining. 1180 AttributeFuncs::mergeAttributesForInlining(*BB->getParent(), 1181 *CalledFunction); 1182 1183 // The call to InlineFunction erases I, so we can't pass it here. 1184 emitInlinedInto(*ORE, DLoc, BB, *CalledFunction, *BB->getParent(), Cost, 1185 true, CSINLINE_DEBUG); 1186 1187 // Now populate the list of newly exposed call sites. 1188 if (InlinedCallSites) { 1189 InlinedCallSites->clear(); 1190 for (auto &I : IFI.InlinedCallSites) 1191 InlinedCallSites->push_back(I); 1192 } 1193 1194 if (ProfileIsCS) 1195 ContextTracker->markContextSamplesInlined(Candidate.CalleeSamples); 1196 ++NumCSInlined; 1197 1198 // Prorate inlined probes for a duplicated inlining callsite which probably 1199 // has a distribution less than 100%. Samples for an inlinee should be 1200 // distributed among the copies of the original callsite based on each 1201 // callsite's distribution factor for counts accuracy. Note that an inlined 1202 // probe may come with its own distribution factor if it has been duplicated 1203 // in the inlinee body. The two factor are multiplied to reflect the 1204 // aggregation of duplication. 1205 if (Candidate.CallsiteDistribution < 1) { 1206 for (auto &I : IFI.InlinedCallSites) { 1207 if (Optional<PseudoProbe> Probe = extractProbe(*I)) 1208 setProbeDistributionFactor(*I, Probe->Factor * 1209 Candidate.CallsiteDistribution); 1210 } 1211 NumDuplicatedInlinesite++; 1212 } 1213 1214 return true; 1215 } 1216 return false; 1217 } 1218 1219 bool SampleProfileLoader::getInlineCandidate(InlineCandidate *NewCandidate, 1220 CallBase *CB) { 1221 assert(CB && "Expect non-null call instruction"); 1222 1223 if (isa<IntrinsicInst>(CB)) 1224 return false; 1225 1226 // Find the callee's profile. For indirect call, find hottest target profile. 1227 const FunctionSamples *CalleeSamples = findCalleeFunctionSamples(*CB); 1228 if (!CalleeSamples) 1229 return false; 1230 1231 float Factor = 1.0; 1232 if (Optional<PseudoProbe> Probe = extractProbe(*CB)) 1233 Factor = Probe->Factor; 1234 1235 uint64_t CallsiteCount = 0; 1236 ErrorOr<uint64_t> Weight = getBlockWeight(CB->getParent()); 1237 if (Weight) 1238 CallsiteCount = Weight.get(); 1239 if (CalleeSamples) 1240 CallsiteCount = std::max( 1241 CallsiteCount, uint64_t(CalleeSamples->getEntrySamples() * Factor)); 1242 1243 *NewCandidate = {CB, CalleeSamples, CallsiteCount, Factor}; 1244 return true; 1245 } 1246 1247 InlineCost 1248 SampleProfileLoader::shouldInlineCandidate(InlineCandidate &Candidate) { 1249 std::unique_ptr<InlineAdvice> Advice = nullptr; 1250 if (ExternalInlineAdvisor) { 1251 Advice = ExternalInlineAdvisor->getAdvice(*Candidate.CallInstr); 1252 if (!Advice->isInliningRecommended()) { 1253 Advice->recordUnattemptedInlining(); 1254 return InlineCost::getNever("not previously inlined"); 1255 } 1256 Advice->recordInlining(); 1257 return InlineCost::getAlways("previously inlined"); 1258 } 1259 1260 // Adjust threshold based on call site hotness, only do this for callsite 1261 // prioritized inliner because otherwise cost-benefit check is done earlier. 1262 int SampleThreshold = SampleColdCallSiteThreshold; 1263 if (CallsitePrioritizedInline) { 1264 if (Candidate.CallsiteCount > PSI->getHotCountThreshold()) 1265 SampleThreshold = SampleHotCallSiteThreshold; 1266 else if (!ProfileSizeInline) 1267 return InlineCost::getNever("cold callsite"); 1268 } 1269 1270 Function *Callee = Candidate.CallInstr->getCalledFunction(); 1271 assert(Callee && "Expect a definition for inline candidate of direct call"); 1272 1273 InlineParams Params = getInlineParams(); 1274 Params.ComputeFullInlineCost = true; 1275 // Checks if there is anything in the reachable portion of the callee at 1276 // this callsite that makes this inlining potentially illegal. Need to 1277 // set ComputeFullInlineCost, otherwise getInlineCost may return early 1278 // when cost exceeds threshold without checking all IRs in the callee. 1279 // The acutal cost does not matter because we only checks isNever() to 1280 // see if it is legal to inline the callsite. 1281 InlineCost Cost = getInlineCost(*Candidate.CallInstr, Callee, Params, 1282 GetTTI(*Callee), GetAC, GetTLI); 1283 1284 // Honor always inline and never inline from call analyzer 1285 if (Cost.isNever() || Cost.isAlways()) 1286 return Cost; 1287 1288 // For old FDO inliner, we inline the call site as long as cost is not 1289 // "Never". The cost-benefit check is done earlier. 1290 if (!CallsitePrioritizedInline) { 1291 return InlineCost::get(Cost.getCost(), INT_MAX); 1292 } 1293 1294 // Otherwise only use the cost from call analyzer, but overwite threshold with 1295 // Sample PGO threshold. 1296 return InlineCost::get(Cost.getCost(), SampleThreshold); 1297 } 1298 1299 bool SampleProfileLoader::inlineHotFunctionsWithPriority( 1300 Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) { 1301 assert(ProfileIsCS && "Prioritiy based inliner only works with CSSPGO now"); 1302 1303 // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure 1304 // Profile symbol list is ignored when profile-sample-accurate is on. 1305 assert((!ProfAccForSymsInList || 1306 (!ProfileSampleAccurate && 1307 !F.hasFnAttribute("profile-sample-accurate"))) && 1308 "ProfAccForSymsInList should be false when profile-sample-accurate " 1309 "is enabled"); 1310 1311 // Populating worklist with initial call sites from root inliner, along 1312 // with call site weights. 1313 CandidateQueue CQueue; 1314 InlineCandidate NewCandidate; 1315 for (auto &BB : F) { 1316 for (auto &I : BB.getInstList()) { 1317 auto *CB = dyn_cast<CallBase>(&I); 1318 if (!CB) 1319 continue; 1320 if (getInlineCandidate(&NewCandidate, CB)) 1321 CQueue.push(NewCandidate); 1322 } 1323 } 1324 1325 // Cap the size growth from profile guided inlining. This is needed even 1326 // though cost of each inline candidate already accounts for callee size, 1327 // because with top-down inlining, we can grow inliner size significantly 1328 // with large number of smaller inlinees each pass the cost check. 1329 assert(ProfileInlineLimitMax >= ProfileInlineLimitMin && 1330 "Max inline size limit should not be smaller than min inline size " 1331 "limit."); 1332 unsigned SizeLimit = F.getInstructionCount() * ProfileInlineGrowthLimit; 1333 SizeLimit = std::min(SizeLimit, (unsigned)ProfileInlineLimitMax); 1334 SizeLimit = std::max(SizeLimit, (unsigned)ProfileInlineLimitMin); 1335 if (ExternalInlineAdvisor) 1336 SizeLimit = std::numeric_limits<unsigned>::max(); 1337 1338 // Perform iterative BFS call site prioritized inlining 1339 bool Changed = false; 1340 while (!CQueue.empty() && F.getInstructionCount() < SizeLimit) { 1341 InlineCandidate Candidate = CQueue.top(); 1342 CQueue.pop(); 1343 CallBase *I = Candidate.CallInstr; 1344 Function *CalledFunction = I->getCalledFunction(); 1345 1346 if (CalledFunction == &F) 1347 continue; 1348 if (I->isIndirectCall()) { 1349 uint64_t Sum = 0; 1350 auto CalleeSamples = findIndirectCallFunctionSamples(*I, Sum); 1351 uint64_t SumOrigin = Sum; 1352 Sum *= Candidate.CallsiteDistribution; 1353 unsigned ICPCount = 0; 1354 for (const auto *FS : CalleeSamples) { 1355 // TODO: Consider disable pre-lTO ICP for MonoLTO as well 1356 if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1357 findExternalInlineCandidate(FS, InlinedGUIDs, SymbolMap, 1358 PSI->getOrCompHotCountThreshold()); 1359 continue; 1360 } 1361 uint64_t EntryCountDistributed = 1362 FS->getEntrySamples() * Candidate.CallsiteDistribution; 1363 // In addition to regular inline cost check, we also need to make sure 1364 // ICP isn't introducing excessive speculative checks even if individual 1365 // target looks beneficial to promote and inline. That means we should 1366 // only do ICP when there's a small number dominant targets. 1367 if (ICPCount >= ProfileICPRelativeHotnessSkip && 1368 EntryCountDistributed * 100 < SumOrigin * ProfileICPRelativeHotness) 1369 break; 1370 // TODO: Fix CallAnalyzer to handle all indirect calls. 1371 // For indirect call, we don't run CallAnalyzer to get InlineCost 1372 // before actual inlining. This is because we could see two different 1373 // types from the same definition, which makes CallAnalyzer choke as 1374 // it's expecting matching parameter type on both caller and callee 1375 // side. See example from PR18962 for the triggering cases (the bug was 1376 // fixed, but we generate different types). 1377 if (!PSI->isHotCount(EntryCountDistributed)) 1378 break; 1379 SmallVector<CallBase *, 8> InlinedCallSites; 1380 // Attach function profile for promoted indirect callee, and update 1381 // call site count for the promoted inline candidate too. 1382 Candidate = {I, FS, EntryCountDistributed, 1383 Candidate.CallsiteDistribution}; 1384 if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum, 1385 &InlinedCallSites)) { 1386 for (auto *CB : InlinedCallSites) { 1387 if (getInlineCandidate(&NewCandidate, CB)) 1388 CQueue.emplace(NewCandidate); 1389 } 1390 ICPCount++; 1391 Changed = true; 1392 } 1393 } 1394 } else if (CalledFunction && CalledFunction->getSubprogram() && 1395 !CalledFunction->isDeclaration()) { 1396 SmallVector<CallBase *, 8> InlinedCallSites; 1397 if (tryInlineCandidate(Candidate, &InlinedCallSites)) { 1398 for (auto *CB : InlinedCallSites) { 1399 if (getInlineCandidate(&NewCandidate, CB)) 1400 CQueue.emplace(NewCandidate); 1401 } 1402 Changed = true; 1403 } 1404 } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1405 findExternalInlineCandidate(Candidate.CalleeSamples, InlinedGUIDs, 1406 SymbolMap, PSI->getOrCompHotCountThreshold()); 1407 } 1408 } 1409 1410 if (!CQueue.empty()) { 1411 if (SizeLimit == (unsigned)ProfileInlineLimitMax) 1412 ++NumCSInlinedHitMaxLimit; 1413 else if (SizeLimit == (unsigned)ProfileInlineLimitMin) 1414 ++NumCSInlinedHitMinLimit; 1415 else 1416 ++NumCSInlinedHitGrowthLimit; 1417 } 1418 1419 return Changed; 1420 } 1421 1422 /// Returns the sorted CallTargetMap \p M by count in descending order. 1423 static SmallVector<InstrProfValueData, 2> 1424 GetSortedValueDataFromCallTargets(const SampleRecord::CallTargetMap &M) { 1425 SmallVector<InstrProfValueData, 2> R; 1426 for (const auto &I : SampleRecord::SortCallTargets(M)) { 1427 R.emplace_back( 1428 InstrProfValueData{FunctionSamples::getGUID(I.first), I.second}); 1429 } 1430 return R; 1431 } 1432 1433 // Generate MD_prof metadata for every branch instruction using the 1434 // edge weights computed during propagation. 1435 void SampleProfileLoader::generateMDProfMetadata(Function &F) { 1436 // Generate MD_prof metadata for every branch instruction using the 1437 // edge weights computed during propagation. 1438 LLVM_DEBUG(dbgs() << "\nPropagation complete. Setting branch weights\n"); 1439 LLVMContext &Ctx = F.getContext(); 1440 MDBuilder MDB(Ctx); 1441 for (auto &BI : F) { 1442 BasicBlock *BB = &BI; 1443 1444 if (BlockWeights[BB]) { 1445 for (auto &I : BB->getInstList()) { 1446 if (!isa<CallInst>(I) && !isa<InvokeInst>(I)) 1447 continue; 1448 if (!cast<CallBase>(I).getCalledFunction()) { 1449 const DebugLoc &DLoc = I.getDebugLoc(); 1450 if (!DLoc) 1451 continue; 1452 const DILocation *DIL = DLoc; 1453 const FunctionSamples *FS = findFunctionSamples(I); 1454 if (!FS) 1455 continue; 1456 auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL); 1457 auto T = FS->findCallTargetMapAt(CallSite); 1458 if (!T || T.get().empty()) 1459 continue; 1460 if (FunctionSamples::ProfileIsProbeBased) { 1461 // Prorate the callsite counts based on the pre-ICP distribution 1462 // factor to reflect what is already done to the callsite before 1463 // ICP, such as calliste cloning. 1464 if (Optional<PseudoProbe> Probe = extractProbe(I)) { 1465 if (Probe->Factor < 1) 1466 T = SampleRecord::adjustCallTargets(T.get(), Probe->Factor); 1467 } 1468 } 1469 SmallVector<InstrProfValueData, 2> SortedCallTargets = 1470 GetSortedValueDataFromCallTargets(T.get()); 1471 uint64_t Sum = 0; 1472 for (const auto &C : T.get()) 1473 Sum += C.second; 1474 // With CSSPGO all indirect call targets are counted torwards the 1475 // original indirect call site in the profile, including both 1476 // inlined and non-inlined targets. 1477 if (!FunctionSamples::ProfileIsCS) { 1478 if (const FunctionSamplesMap *M = 1479 FS->findFunctionSamplesMapAt(CallSite)) { 1480 for (const auto &NameFS : *M) 1481 Sum += NameFS.second.getEntrySamples(); 1482 } 1483 } 1484 if (Sum) 1485 updateIDTMetaData(I, SortedCallTargets, Sum); 1486 else if (OverwriteExistingWeights) 1487 I.setMetadata(LLVMContext::MD_prof, nullptr); 1488 } else if (!isa<IntrinsicInst>(&I)) { 1489 I.setMetadata(LLVMContext::MD_prof, 1490 MDB.createBranchWeights( 1491 {static_cast<uint32_t>(BlockWeights[BB])})); 1492 } 1493 } 1494 } else if (OverwriteExistingWeights) { 1495 // Set profile metadata (possibly annotated by LTO prelink) to zero or 1496 // clear it for cold code. 1497 for (auto &I : BB->getInstList()) { 1498 if (isa<CallInst>(I) || isa<InvokeInst>(I)) { 1499 if (cast<CallBase>(I).isIndirectCall()) 1500 I.setMetadata(LLVMContext::MD_prof, nullptr); 1501 else 1502 I.setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(0)); 1503 } 1504 } 1505 } 1506 1507 Instruction *TI = BB->getTerminator(); 1508 if (TI->getNumSuccessors() == 1) 1509 continue; 1510 if (!isa<BranchInst>(TI) && !isa<SwitchInst>(TI) && 1511 !isa<IndirectBrInst>(TI)) 1512 continue; 1513 1514 DebugLoc BranchLoc = TI->getDebugLoc(); 1515 LLVM_DEBUG(dbgs() << "\nGetting weights for branch at line " 1516 << ((BranchLoc) ? Twine(BranchLoc.getLine()) 1517 : Twine("<UNKNOWN LOCATION>")) 1518 << ".\n"); 1519 SmallVector<uint32_t, 4> Weights; 1520 uint32_t MaxWeight = 0; 1521 Instruction *MaxDestInst; 1522 for (unsigned I = 0; I < TI->getNumSuccessors(); ++I) { 1523 BasicBlock *Succ = TI->getSuccessor(I); 1524 Edge E = std::make_pair(BB, Succ); 1525 uint64_t Weight = EdgeWeights[E]; 1526 LLVM_DEBUG(dbgs() << "\t"; printEdgeWeight(dbgs(), E)); 1527 // Use uint32_t saturated arithmetic to adjust the incoming weights, 1528 // if needed. Sample counts in profiles are 64-bit unsigned values, 1529 // but internally branch weights are expressed as 32-bit values. 1530 if (Weight > std::numeric_limits<uint32_t>::max()) { 1531 LLVM_DEBUG(dbgs() << " (saturated due to uint32_t overflow)"); 1532 Weight = std::numeric_limits<uint32_t>::max(); 1533 } 1534 // Weight is added by one to avoid propagation errors introduced by 1535 // 0 weights. 1536 Weights.push_back(static_cast<uint32_t>(Weight + 1)); 1537 if (Weight != 0) { 1538 if (Weight > MaxWeight) { 1539 MaxWeight = Weight; 1540 MaxDestInst = Succ->getFirstNonPHIOrDbgOrLifetime(); 1541 } 1542 } 1543 } 1544 1545 uint64_t TempWeight; 1546 // Only set weights if there is at least one non-zero weight. 1547 // In any other case, let the analyzer set weights. 1548 // Do not set weights if the weights are present unless under 1549 // OverwriteExistingWeights. In ThinLTO, the profile annotation is done 1550 // twice. If the first annotation already set the weights, the second pass 1551 // does not need to set it. With OverwriteExistingWeights, Blocks with zero 1552 // weight should have their existing metadata (possibly annotated by LTO 1553 // prelink) cleared. 1554 if (MaxWeight > 0 && 1555 (!TI->extractProfTotalWeight(TempWeight) || OverwriteExistingWeights)) { 1556 LLVM_DEBUG(dbgs() << "SUCCESS. Found non-zero weights.\n"); 1557 TI->setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(Weights)); 1558 ORE->emit([&]() { 1559 return OptimizationRemark(DEBUG_TYPE, "PopularDest", MaxDestInst) 1560 << "most popular destination for conditional branches at " 1561 << ore::NV("CondBranchesLoc", BranchLoc); 1562 }); 1563 } else { 1564 if (OverwriteExistingWeights) { 1565 TI->setMetadata(LLVMContext::MD_prof, nullptr); 1566 LLVM_DEBUG(dbgs() << "CLEARED. All branch weights are zero.\n"); 1567 } else { 1568 LLVM_DEBUG(dbgs() << "SKIPPED. All branch weights are zero.\n"); 1569 } 1570 } 1571 } 1572 } 1573 1574 /// Once all the branch weights are computed, we emit the MD_prof 1575 /// metadata on BB using the computed values for each of its branches. 1576 /// 1577 /// \param F The function to query. 1578 /// 1579 /// \returns true if \p F was modified. Returns false, otherwise. 1580 bool SampleProfileLoader::emitAnnotations(Function &F) { 1581 bool Changed = false; 1582 1583 if (FunctionSamples::ProfileIsProbeBased) { 1584 if (!ProbeManager->profileIsValid(F, *Samples)) { 1585 LLVM_DEBUG( 1586 dbgs() << "Profile is invalid due to CFG mismatch for Function " 1587 << F.getName()); 1588 ++NumMismatchedProfile; 1589 return false; 1590 } 1591 ++NumMatchedProfile; 1592 } else { 1593 if (getFunctionLoc(F) == 0) 1594 return false; 1595 1596 LLVM_DEBUG(dbgs() << "Line number for the first instruction in " 1597 << F.getName() << ": " << getFunctionLoc(F) << "\n"); 1598 } 1599 1600 DenseSet<GlobalValue::GUID> InlinedGUIDs; 1601 if (ProfileIsCS && CallsitePrioritizedInline) 1602 Changed |= inlineHotFunctionsWithPriority(F, InlinedGUIDs); 1603 else 1604 Changed |= inlineHotFunctions(F, InlinedGUIDs); 1605 1606 Changed |= computeAndPropagateWeights(F, InlinedGUIDs); 1607 1608 if (Changed) 1609 generateMDProfMetadata(F); 1610 1611 emitCoverageRemarks(F); 1612 return Changed; 1613 } 1614 1615 char SampleProfileLoaderLegacyPass::ID = 0; 1616 1617 INITIALIZE_PASS_BEGIN(SampleProfileLoaderLegacyPass, "sample-profile", 1618 "Sample Profile loader", false, false) 1619 INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker) 1620 INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass) 1621 INITIALIZE_PASS_DEPENDENCY(TargetLibraryInfoWrapperPass) 1622 INITIALIZE_PASS_DEPENDENCY(ProfileSummaryInfoWrapperPass) 1623 INITIALIZE_PASS_END(SampleProfileLoaderLegacyPass, "sample-profile", 1624 "Sample Profile loader", false, false) 1625 1626 std::unique_ptr<ProfiledCallGraph> 1627 SampleProfileLoader::buildProfiledCallGraph(CallGraph &CG) { 1628 std::unique_ptr<ProfiledCallGraph> ProfiledCG; 1629 if (ProfileIsCS) 1630 ProfiledCG = std::make_unique<ProfiledCallGraph>(*ContextTracker); 1631 else 1632 ProfiledCG = std::make_unique<ProfiledCallGraph>(Reader->getProfiles()); 1633 1634 // Add all functions into the profiled call graph even if they are not in 1635 // the profile. This makes sure functions missing from the profile still 1636 // gets a chance to be processed. 1637 for (auto &Node : CG) { 1638 const auto *F = Node.first; 1639 if (!F || F->isDeclaration() || !F->hasFnAttribute("use-sample-profile")) 1640 continue; 1641 ProfiledCG->addProfiledFunction(FunctionSamples::getCanonicalFnName(*F)); 1642 } 1643 1644 return ProfiledCG; 1645 } 1646 1647 std::vector<Function *> 1648 SampleProfileLoader::buildFunctionOrder(Module &M, CallGraph *CG) { 1649 std::vector<Function *> FunctionOrderList; 1650 FunctionOrderList.reserve(M.size()); 1651 1652 if (!ProfileTopDownLoad && UseProfiledCallGraph) 1653 errs() << "WARNING: -use-profiled-call-graph ignored, should be used " 1654 "together with -sample-profile-top-down-load.\n"; 1655 1656 if (!ProfileTopDownLoad || CG == nullptr) { 1657 if (ProfileMergeInlinee) { 1658 // Disable ProfileMergeInlinee if profile is not loaded in top down order, 1659 // because the profile for a function may be used for the profile 1660 // annotation of its outline copy before the profile merging of its 1661 // non-inlined inline instances, and that is not the way how 1662 // ProfileMergeInlinee is supposed to work. 1663 ProfileMergeInlinee = false; 1664 } 1665 1666 for (Function &F : M) 1667 if (!F.isDeclaration() && F.hasFnAttribute("use-sample-profile")) 1668 FunctionOrderList.push_back(&F); 1669 return FunctionOrderList; 1670 } 1671 1672 assert(&CG->getModule() == &M); 1673 1674 if (UseProfiledCallGraph || 1675 (ProfileIsCS && !UseProfiledCallGraph.getNumOccurrences())) { 1676 // Use profiled call edges to augment the top-down order. There are cases 1677 // that the top-down order computed based on the static call graph doesn't 1678 // reflect real execution order. For example 1679 // 1680 // 1. Incomplete static call graph due to unknown indirect call targets. 1681 // Adjusting the order by considering indirect call edges from the 1682 // profile can enable the inlining of indirect call targets by allowing 1683 // the caller processed before them. 1684 // 2. Mutual call edges in an SCC. The static processing order computed for 1685 // an SCC may not reflect the call contexts in the context-sensitive 1686 // profile, thus may cause potential inlining to be overlooked. The 1687 // function order in one SCC is being adjusted to a top-down order based 1688 // on the profile to favor more inlining. This is only a problem with CS 1689 // profile. 1690 // 3. Transitive indirect call edges due to inlining. When a callee function 1691 // (say B) is inlined into into a caller function (say A) in LTO prelink, 1692 // every call edge originated from the callee B will be transferred to 1693 // the caller A. If any transferred edge (say A->C) is indirect, the 1694 // original profiled indirect edge B->C, even if considered, would not 1695 // enforce a top-down order from the caller A to the potential indirect 1696 // call target C in LTO postlink since the inlined callee B is gone from 1697 // the static call graph. 1698 // 4. #3 can happen even for direct call targets, due to functions defined 1699 // in header files. A header function (say A), when included into source 1700 // files, is defined multiple times but only one definition survives due 1701 // to ODR. Therefore, the LTO prelink inlining done on those dropped 1702 // definitions can be useless based on a local file scope. More 1703 // importantly, the inlinee (say B), once fully inlined to a 1704 // to-be-dropped A, will have no profile to consume when its outlined 1705 // version is compiled. This can lead to a profile-less prelink 1706 // compilation for the outlined version of B which may be called from 1707 // external modules. while this isn't easy to fix, we rely on the 1708 // postlink AutoFDO pipeline to optimize B. Since the survived copy of 1709 // the A can be inlined in its local scope in prelink, it may not exist 1710 // in the merged IR in postlink, and we'll need the profiled call edges 1711 // to enforce a top-down order for the rest of the functions. 1712 // 1713 // Considering those cases, a profiled call graph completely independent of 1714 // the static call graph is constructed based on profile data, where 1715 // function objects are not even needed to handle case #3 and case 4. 1716 // 1717 // Note that static callgraph edges are completely ignored since they 1718 // can be conflicting with profiled edges for cyclic SCCs and may result in 1719 // an SCC order incompatible with profile-defined one. Using strictly 1720 // profile order ensures a maximum inlining experience. On the other hand, 1721 // static call edges are not so important when they don't correspond to a 1722 // context in the profile. 1723 1724 std::unique_ptr<ProfiledCallGraph> ProfiledCG = buildProfiledCallGraph(*CG); 1725 scc_iterator<ProfiledCallGraph *> CGI = scc_begin(ProfiledCG.get()); 1726 while (!CGI.isAtEnd()) { 1727 for (ProfiledCallGraphNode *Node : *CGI) { 1728 Function *F = SymbolMap.lookup(Node->Name); 1729 if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile")) 1730 FunctionOrderList.push_back(F); 1731 } 1732 ++CGI; 1733 } 1734 } else { 1735 scc_iterator<CallGraph *> CGI = scc_begin(CG); 1736 while (!CGI.isAtEnd()) { 1737 for (CallGraphNode *Node : *CGI) { 1738 auto *F = Node->getFunction(); 1739 if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile")) 1740 FunctionOrderList.push_back(F); 1741 } 1742 ++CGI; 1743 } 1744 } 1745 1746 LLVM_DEBUG({ 1747 dbgs() << "Function processing order:\n"; 1748 for (auto F : reverse(FunctionOrderList)) { 1749 dbgs() << F->getName() << "\n"; 1750 } 1751 }); 1752 1753 std::reverse(FunctionOrderList.begin(), FunctionOrderList.end()); 1754 return FunctionOrderList; 1755 } 1756 1757 bool SampleProfileLoader::doInitialization(Module &M, 1758 FunctionAnalysisManager *FAM) { 1759 auto &Ctx = M.getContext(); 1760 1761 auto ReaderOrErr = SampleProfileReader::create( 1762 Filename, Ctx, FSDiscriminatorPass::Base, RemappingFilename); 1763 if (std::error_code EC = ReaderOrErr.getError()) { 1764 std::string Msg = "Could not open profile: " + EC.message(); 1765 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1766 return false; 1767 } 1768 Reader = std::move(ReaderOrErr.get()); 1769 Reader->setSkipFlatProf(LTOPhase == ThinOrFullLTOPhase::ThinLTOPostLink); 1770 // set module before reading the profile so reader may be able to only 1771 // read the function profiles which are used by the current module. 1772 Reader->setModule(&M); 1773 if (std::error_code EC = Reader->read()) { 1774 std::string Msg = "profile reading failed: " + EC.message(); 1775 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1776 return false; 1777 } 1778 1779 PSL = Reader->getProfileSymbolList(); 1780 1781 // While profile-sample-accurate is on, ignore symbol list. 1782 ProfAccForSymsInList = 1783 ProfileAccurateForSymsInList && PSL && !ProfileSampleAccurate; 1784 if (ProfAccForSymsInList) { 1785 NamesInProfile.clear(); 1786 if (auto NameTable = Reader->getNameTable()) 1787 NamesInProfile.insert(NameTable->begin(), NameTable->end()); 1788 CoverageTracker.setProfAccForSymsInList(true); 1789 } 1790 1791 if (FAM && !ProfileInlineReplayFile.empty()) { 1792 ExternalInlineAdvisor = std::make_unique<ReplayInlineAdvisor>( 1793 M, *FAM, Ctx, /*OriginalAdvisor=*/nullptr, ProfileInlineReplayFile, 1794 /*EmitRemarks=*/false); 1795 if (!ExternalInlineAdvisor->areReplayRemarksLoaded()) 1796 ExternalInlineAdvisor.reset(); 1797 } 1798 1799 // Apply tweaks if context-sensitive profile is available. 1800 if (Reader->profileIsCS()) { 1801 ProfileIsCS = true; 1802 FunctionSamples::ProfileIsCS = true; 1803 1804 // Enable priority-base inliner and size inline by default for CSSPGO. 1805 if (!ProfileSizeInline.getNumOccurrences()) 1806 ProfileSizeInline = true; 1807 if (!CallsitePrioritizedInline.getNumOccurrences()) 1808 CallsitePrioritizedInline = true; 1809 1810 // Enable iterative-BFI by default for CSSPGO. 1811 if (!UseIterativeBFIInference.getNumOccurrences()) 1812 UseIterativeBFIInference = true; 1813 1814 // Tracker for profiles under different context 1815 ContextTracker = 1816 std::make_unique<SampleContextTracker>(Reader->getProfiles()); 1817 } 1818 1819 // Load pseudo probe descriptors for probe-based function samples. 1820 if (Reader->profileIsProbeBased()) { 1821 ProbeManager = std::make_unique<PseudoProbeManager>(M); 1822 if (!ProbeManager->moduleIsProbed(M)) { 1823 const char *Msg = 1824 "Pseudo-probe-based profile requires SampleProfileProbePass"; 1825 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1826 return false; 1827 } 1828 } 1829 1830 return true; 1831 } 1832 1833 ModulePass *llvm::createSampleProfileLoaderPass() { 1834 return new SampleProfileLoaderLegacyPass(); 1835 } 1836 1837 ModulePass *llvm::createSampleProfileLoaderPass(StringRef Name) { 1838 return new SampleProfileLoaderLegacyPass(Name); 1839 } 1840 1841 bool SampleProfileLoader::runOnModule(Module &M, ModuleAnalysisManager *AM, 1842 ProfileSummaryInfo *_PSI, CallGraph *CG) { 1843 GUIDToFuncNameMapper Mapper(M, *Reader, GUIDToFuncNameMap); 1844 1845 PSI = _PSI; 1846 if (M.getProfileSummary(/* IsCS */ false) == nullptr) { 1847 M.setProfileSummary(Reader->getSummary().getMD(M.getContext()), 1848 ProfileSummary::PSK_Sample); 1849 PSI->refresh(); 1850 } 1851 // Compute the total number of samples collected in this profile. 1852 for (const auto &I : Reader->getProfiles()) 1853 TotalCollectedSamples += I.second.getTotalSamples(); 1854 1855 auto Remapper = Reader->getRemapper(); 1856 // Populate the symbol map. 1857 for (const auto &N_F : M.getValueSymbolTable()) { 1858 StringRef OrigName = N_F.getKey(); 1859 Function *F = dyn_cast<Function>(N_F.getValue()); 1860 if (F == nullptr || OrigName.empty()) 1861 continue; 1862 SymbolMap[OrigName] = F; 1863 StringRef NewName = FunctionSamples::getCanonicalFnName(*F); 1864 if (OrigName != NewName && !NewName.empty()) { 1865 auto r = SymbolMap.insert(std::make_pair(NewName, F)); 1866 // Failiing to insert means there is already an entry in SymbolMap, 1867 // thus there are multiple functions that are mapped to the same 1868 // stripped name. In this case of name conflicting, set the value 1869 // to nullptr to avoid confusion. 1870 if (!r.second) 1871 r.first->second = nullptr; 1872 OrigName = NewName; 1873 } 1874 // Insert the remapped names into SymbolMap. 1875 if (Remapper) { 1876 if (auto MapName = Remapper->lookUpNameInProfile(OrigName)) { 1877 if (*MapName != OrigName && !MapName->empty()) 1878 SymbolMap.insert(std::make_pair(*MapName, F)); 1879 } 1880 } 1881 } 1882 assert(SymbolMap.count(StringRef()) == 0 && 1883 "No empty StringRef should be added in SymbolMap"); 1884 1885 bool retval = false; 1886 for (auto F : buildFunctionOrder(M, CG)) { 1887 assert(!F->isDeclaration()); 1888 clearFunctionData(); 1889 retval |= runOnFunction(*F, AM); 1890 } 1891 1892 // Account for cold calls not inlined.... 1893 if (!ProfileIsCS) 1894 for (const std::pair<Function *, NotInlinedProfileInfo> &pair : 1895 notInlinedCallInfo) 1896 updateProfileCallee(pair.first, pair.second.entryCount); 1897 1898 return retval; 1899 } 1900 1901 bool SampleProfileLoaderLegacyPass::runOnModule(Module &M) { 1902 ACT = &getAnalysis<AssumptionCacheTracker>(); 1903 TTIWP = &getAnalysis<TargetTransformInfoWrapperPass>(); 1904 TLIWP = &getAnalysis<TargetLibraryInfoWrapperPass>(); 1905 ProfileSummaryInfo *PSI = 1906 &getAnalysis<ProfileSummaryInfoWrapperPass>().getPSI(); 1907 return SampleLoader.runOnModule(M, nullptr, PSI, nullptr); 1908 } 1909 1910 bool SampleProfileLoader::runOnFunction(Function &F, ModuleAnalysisManager *AM) { 1911 LLVM_DEBUG(dbgs() << "\n\nProcessing Function " << F.getName() << "\n"); 1912 DILocation2SampleMap.clear(); 1913 // By default the entry count is initialized to -1, which will be treated 1914 // conservatively by getEntryCount as the same as unknown (None). This is 1915 // to avoid newly added code to be treated as cold. If we have samples 1916 // this will be overwritten in emitAnnotations. 1917 uint64_t initialEntryCount = -1; 1918 1919 ProfAccForSymsInList = ProfileAccurateForSymsInList && PSL; 1920 if (ProfileSampleAccurate || F.hasFnAttribute("profile-sample-accurate")) { 1921 // initialize all the function entry counts to 0. It means all the 1922 // functions without profile will be regarded as cold. 1923 initialEntryCount = 0; 1924 // profile-sample-accurate is a user assertion which has a higher precedence 1925 // than symbol list. When profile-sample-accurate is on, ignore symbol list. 1926 ProfAccForSymsInList = false; 1927 } 1928 CoverageTracker.setProfAccForSymsInList(ProfAccForSymsInList); 1929 1930 // PSL -- profile symbol list include all the symbols in sampled binary. 1931 // If ProfileAccurateForSymsInList is enabled, PSL is used to treat 1932 // old functions without samples being cold, without having to worry 1933 // about new and hot functions being mistakenly treated as cold. 1934 if (ProfAccForSymsInList) { 1935 // Initialize the entry count to 0 for functions in the list. 1936 if (PSL->contains(F.getName())) 1937 initialEntryCount = 0; 1938 1939 // Function in the symbol list but without sample will be regarded as 1940 // cold. To minimize the potential negative performance impact it could 1941 // have, we want to be a little conservative here saying if a function 1942 // shows up in the profile, no matter as outline function, inline instance 1943 // or call targets, treat the function as not being cold. This will handle 1944 // the cases such as most callsites of a function are inlined in sampled 1945 // binary but not inlined in current build (because of source code drift, 1946 // imprecise debug information, or the callsites are all cold individually 1947 // but not cold accumulatively...), so the outline function showing up as 1948 // cold in sampled binary will actually not be cold after current build. 1949 StringRef CanonName = FunctionSamples::getCanonicalFnName(F); 1950 if (NamesInProfile.count(CanonName)) 1951 initialEntryCount = -1; 1952 } 1953 1954 // Initialize entry count when the function has no existing entry 1955 // count value. 1956 if (!F.getEntryCount().hasValue()) 1957 F.setEntryCount(ProfileCount(initialEntryCount, Function::PCT_Real)); 1958 std::unique_ptr<OptimizationRemarkEmitter> OwnedORE; 1959 if (AM) { 1960 auto &FAM = 1961 AM->getResult<FunctionAnalysisManagerModuleProxy>(*F.getParent()) 1962 .getManager(); 1963 ORE = &FAM.getResult<OptimizationRemarkEmitterAnalysis>(F); 1964 } else { 1965 OwnedORE = std::make_unique<OptimizationRemarkEmitter>(&F); 1966 ORE = OwnedORE.get(); 1967 } 1968 1969 if (ProfileIsCS) 1970 Samples = ContextTracker->getBaseSamplesFor(F); 1971 else 1972 Samples = Reader->getSamplesFor(F); 1973 1974 if (Samples && !Samples->empty()) 1975 return emitAnnotations(F); 1976 return false; 1977 } 1978 1979 PreservedAnalyses SampleProfileLoaderPass::run(Module &M, 1980 ModuleAnalysisManager &AM) { 1981 FunctionAnalysisManager &FAM = 1982 AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager(); 1983 1984 auto GetAssumptionCache = [&](Function &F) -> AssumptionCache & { 1985 return FAM.getResult<AssumptionAnalysis>(F); 1986 }; 1987 auto GetTTI = [&](Function &F) -> TargetTransformInfo & { 1988 return FAM.getResult<TargetIRAnalysis>(F); 1989 }; 1990 auto GetTLI = [&](Function &F) -> const TargetLibraryInfo & { 1991 return FAM.getResult<TargetLibraryAnalysis>(F); 1992 }; 1993 1994 SampleProfileLoader SampleLoader( 1995 ProfileFileName.empty() ? SampleProfileFile : ProfileFileName, 1996 ProfileRemappingFileName.empty() ? SampleProfileRemappingFile 1997 : ProfileRemappingFileName, 1998 LTOPhase, GetAssumptionCache, GetTTI, GetTLI); 1999 2000 if (!SampleLoader.doInitialization(M, &FAM)) 2001 return PreservedAnalyses::all(); 2002 2003 ProfileSummaryInfo *PSI = &AM.getResult<ProfileSummaryAnalysis>(M); 2004 CallGraph &CG = AM.getResult<CallGraphAnalysis>(M); 2005 if (!SampleLoader.runOnModule(M, &AM, PSI, &CG)) 2006 return PreservedAnalyses::all(); 2007 2008 return PreservedAnalyses::none(); 2009 } 2010