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<int> ProfileICPThreshold( 201 "sample-profile-icp-threshold", cl::Hidden, cl::init(5), 202 cl::desc( 203 "Relative hotness threshold for indirect " 204 "call promotion in proirity-based sample profile loader inlining.")); 205 206 static cl::opt<bool> CallsitePrioritizedInline( 207 "sample-profile-prioritized-inline", cl::Hidden, cl::ZeroOrMore, 208 cl::init(false), 209 cl::desc("Use call site prioritized inlining for sample profile loader." 210 "Currently only CSSPGO is supported.")); 211 212 static cl::opt<std::string> ProfileInlineReplayFile( 213 "sample-profile-inline-replay", cl::init(""), cl::value_desc("filename"), 214 cl::desc( 215 "Optimization remarks file containing inline remarks to be replayed " 216 "by inlining from sample profile loader."), 217 cl::Hidden); 218 219 static cl::opt<unsigned> 220 MaxNumPromotions("sample-profile-icp-max-prom", cl::init(3), cl::Hidden, 221 cl::ZeroOrMore, 222 cl::desc("Max number of promotions for a single indirect " 223 "call callsite in sample profile loader")); 224 225 static cl::opt<bool> OverwriteExistingWeights( 226 "overwrite-existing-weights", cl::Hidden, cl::init(false), 227 cl::desc("Ignore existing branch weights on IR and always overwrite.")); 228 229 namespace { 230 231 using BlockWeightMap = DenseMap<const BasicBlock *, uint64_t>; 232 using EquivalenceClassMap = DenseMap<const BasicBlock *, const BasicBlock *>; 233 using Edge = std::pair<const BasicBlock *, const BasicBlock *>; 234 using EdgeWeightMap = DenseMap<Edge, uint64_t>; 235 using BlockEdgeMap = 236 DenseMap<const BasicBlock *, SmallVector<const BasicBlock *, 8>>; 237 238 class GUIDToFuncNameMapper { 239 public: 240 GUIDToFuncNameMapper(Module &M, SampleProfileReader &Reader, 241 DenseMap<uint64_t, StringRef> &GUIDToFuncNameMap) 242 : CurrentReader(Reader), CurrentModule(M), 243 CurrentGUIDToFuncNameMap(GUIDToFuncNameMap) { 244 if (!CurrentReader.useMD5()) 245 return; 246 247 for (const auto &F : CurrentModule) { 248 StringRef OrigName = F.getName(); 249 CurrentGUIDToFuncNameMap.insert( 250 {Function::getGUID(OrigName), OrigName}); 251 252 // Local to global var promotion used by optimization like thinlto 253 // will rename the var and add suffix like ".llvm.xxx" to the 254 // original local name. In sample profile, the suffixes of function 255 // names are all stripped. Since it is possible that the mapper is 256 // built in post-thin-link phase and var promotion has been done, 257 // we need to add the substring of function name without the suffix 258 // into the GUIDToFuncNameMap. 259 StringRef CanonName = FunctionSamples::getCanonicalFnName(F); 260 if (CanonName != OrigName) 261 CurrentGUIDToFuncNameMap.insert( 262 {Function::getGUID(CanonName), CanonName}); 263 } 264 265 // Update GUIDToFuncNameMap for each function including inlinees. 266 SetGUIDToFuncNameMapForAll(&CurrentGUIDToFuncNameMap); 267 } 268 269 ~GUIDToFuncNameMapper() { 270 if (!CurrentReader.useMD5()) 271 return; 272 273 CurrentGUIDToFuncNameMap.clear(); 274 275 // Reset GUIDToFuncNameMap for of each function as they're no 276 // longer valid at this point. 277 SetGUIDToFuncNameMapForAll(nullptr); 278 } 279 280 private: 281 void SetGUIDToFuncNameMapForAll(DenseMap<uint64_t, StringRef> *Map) { 282 std::queue<FunctionSamples *> FSToUpdate; 283 for (auto &IFS : CurrentReader.getProfiles()) { 284 FSToUpdate.push(&IFS.second); 285 } 286 287 while (!FSToUpdate.empty()) { 288 FunctionSamples *FS = FSToUpdate.front(); 289 FSToUpdate.pop(); 290 FS->GUIDToFuncNameMap = Map; 291 for (const auto &ICS : FS->getCallsiteSamples()) { 292 const FunctionSamplesMap &FSMap = ICS.second; 293 for (auto &IFS : FSMap) { 294 FunctionSamples &FS = const_cast<FunctionSamples &>(IFS.second); 295 FSToUpdate.push(&FS); 296 } 297 } 298 } 299 } 300 301 SampleProfileReader &CurrentReader; 302 Module &CurrentModule; 303 DenseMap<uint64_t, StringRef> &CurrentGUIDToFuncNameMap; 304 }; 305 306 // Inline candidate used by iterative callsite prioritized inliner 307 struct InlineCandidate { 308 CallBase *CallInstr; 309 const FunctionSamples *CalleeSamples; 310 // Prorated callsite count, which will be used to guide inlining. For example, 311 // if a callsite is duplicated in LTO prelink, then in LTO postlink the two 312 // copies will get their own distribution factors and their prorated counts 313 // will be used to decide if they should be inlined independently. 314 uint64_t CallsiteCount; 315 // Call site distribution factor to prorate the profile samples for a 316 // duplicated callsite. Default value is 1.0. 317 float CallsiteDistribution; 318 }; 319 320 // Inline candidate comparer using call site weight 321 struct CandidateComparer { 322 bool operator()(const InlineCandidate &LHS, const InlineCandidate &RHS) { 323 if (LHS.CallsiteCount != RHS.CallsiteCount) 324 return LHS.CallsiteCount < RHS.CallsiteCount; 325 326 const FunctionSamples *LCS = LHS.CalleeSamples; 327 const FunctionSamples *RCS = RHS.CalleeSamples; 328 assert(LCS && RCS && "Expect non-null FunctionSamples"); 329 330 // Tie breaker using number of samples try to favor smaller functions first 331 if (LCS->getBodySamples().size() != RCS->getBodySamples().size()) 332 return LCS->getBodySamples().size() > RCS->getBodySamples().size(); 333 334 // Tie breaker using GUID so we have stable/deterministic inlining order 335 return LCS->getGUID(LCS->getName()) < RCS->getGUID(RCS->getName()); 336 } 337 }; 338 339 using CandidateQueue = 340 PriorityQueue<InlineCandidate, std::vector<InlineCandidate>, 341 CandidateComparer>; 342 343 /// Sample profile pass. 344 /// 345 /// This pass reads profile data from the file specified by 346 /// -sample-profile-file and annotates every affected function with the 347 /// profile information found in that file. 348 class SampleProfileLoader final 349 : public SampleProfileLoaderBaseImpl<BasicBlock> { 350 public: 351 SampleProfileLoader( 352 StringRef Name, StringRef RemapName, ThinOrFullLTOPhase LTOPhase, 353 std::function<AssumptionCache &(Function &)> GetAssumptionCache, 354 std::function<TargetTransformInfo &(Function &)> GetTargetTransformInfo, 355 std::function<const TargetLibraryInfo &(Function &)> GetTLI) 356 : SampleProfileLoaderBaseImpl(std::string(Name)), 357 GetAC(std::move(GetAssumptionCache)), 358 GetTTI(std::move(GetTargetTransformInfo)), GetTLI(std::move(GetTLI)), 359 RemappingFilename(std::string(RemapName)), LTOPhase(LTOPhase) {} 360 361 bool doInitialization(Module &M, FunctionAnalysisManager *FAM = nullptr); 362 bool runOnModule(Module &M, ModuleAnalysisManager *AM, 363 ProfileSummaryInfo *_PSI, CallGraph *CG); 364 365 protected: 366 bool runOnFunction(Function &F, ModuleAnalysisManager *AM); 367 bool emitAnnotations(Function &F); 368 ErrorOr<uint64_t> getInstWeight(const Instruction &I) override; 369 ErrorOr<uint64_t> getProbeWeight(const Instruction &I); 370 const FunctionSamples *findCalleeFunctionSamples(const CallBase &I) const; 371 const FunctionSamples * 372 findFunctionSamples(const Instruction &I) const override; 373 std::vector<const FunctionSamples *> 374 findIndirectCallFunctionSamples(const Instruction &I, uint64_t &Sum) const; 375 void findExternalInlineCandidate(const FunctionSamples *Samples, 376 DenseSet<GlobalValue::GUID> &InlinedGUIDs, 377 const StringMap<Function *> &SymbolMap, 378 uint64_t Threshold); 379 // Attempt to promote indirect call and also inline the promoted call 380 bool tryPromoteAndInlineCandidate( 381 Function &F, InlineCandidate &Candidate, uint64_t SumOrigin, 382 uint64_t &Sum, SmallVector<CallBase *, 8> *InlinedCallSites = nullptr); 383 bool inlineHotFunctions(Function &F, 384 DenseSet<GlobalValue::GUID> &InlinedGUIDs); 385 InlineCost shouldInlineCandidate(InlineCandidate &Candidate); 386 bool getInlineCandidate(InlineCandidate *NewCandidate, CallBase *CB); 387 bool 388 tryInlineCandidate(InlineCandidate &Candidate, 389 SmallVector<CallBase *, 8> *InlinedCallSites = nullptr); 390 bool 391 inlineHotFunctionsWithPriority(Function &F, 392 DenseSet<GlobalValue::GUID> &InlinedGUIDs); 393 // Inline cold/small functions in addition to hot ones 394 bool shouldInlineColdCallee(CallBase &CallInst); 395 void emitOptimizationRemarksForInlineCandidates( 396 const SmallVectorImpl<CallBase *> &Candidates, const Function &F, 397 bool Hot); 398 std::vector<Function *> buildFunctionOrder(Module &M, CallGraph *CG); 399 std::unique_ptr<ProfiledCallGraph> buildProfiledCallGraph(CallGraph &CG); 400 void generateMDProfMetadata(Function &F); 401 402 /// Map from function name to Function *. Used to find the function from 403 /// the function name. If the function name contains suffix, additional 404 /// entry is added to map from the stripped name to the function if there 405 /// is one-to-one mapping. 406 StringMap<Function *> SymbolMap; 407 408 std::function<AssumptionCache &(Function &)> GetAC; 409 std::function<TargetTransformInfo &(Function &)> GetTTI; 410 std::function<const TargetLibraryInfo &(Function &)> GetTLI; 411 412 /// Profile tracker for different context. 413 std::unique_ptr<SampleContextTracker> ContextTracker; 414 415 /// Name of the profile remapping file to load. 416 std::string RemappingFilename; 417 418 /// Flag indicating whether input profile is context-sensitive 419 bool ProfileIsCS = false; 420 421 /// Flag indicating which LTO/ThinLTO phase the pass is invoked in. 422 /// 423 /// We need to know the LTO phase because for example in ThinLTOPrelink 424 /// phase, in annotation, we should not promote indirect calls. Instead, 425 /// we will mark GUIDs that needs to be annotated to the function. 426 ThinOrFullLTOPhase LTOPhase; 427 428 /// Profle Symbol list tells whether a function name appears in the binary 429 /// used to generate the current profile. 430 std::unique_ptr<ProfileSymbolList> PSL; 431 432 /// Total number of samples collected in this profile. 433 /// 434 /// This is the sum of all the samples collected in all the functions executed 435 /// at runtime. 436 uint64_t TotalCollectedSamples = 0; 437 438 // Information recorded when we declined to inline a call site 439 // because we have determined it is too cold is accumulated for 440 // each callee function. Initially this is just the entry count. 441 struct NotInlinedProfileInfo { 442 uint64_t entryCount; 443 }; 444 DenseMap<Function *, NotInlinedProfileInfo> notInlinedCallInfo; 445 446 // GUIDToFuncNameMap saves the mapping from GUID to the symbol name, for 447 // all the function symbols defined or declared in current module. 448 DenseMap<uint64_t, StringRef> GUIDToFuncNameMap; 449 450 // All the Names used in FunctionSamples including outline function 451 // names, inline instance names and call target names. 452 StringSet<> NamesInProfile; 453 454 // For symbol in profile symbol list, whether to regard their profiles 455 // to be accurate. It is mainly decided by existance of profile symbol 456 // list and -profile-accurate-for-symsinlist flag, but it can be 457 // overriden by -profile-sample-accurate or profile-sample-accurate 458 // attribute. 459 bool ProfAccForSymsInList; 460 461 // External inline advisor used to replay inline decision from remarks. 462 std::unique_ptr<ReplayInlineAdvisor> ExternalInlineAdvisor; 463 464 // A pseudo probe helper to correlate the imported sample counts. 465 std::unique_ptr<PseudoProbeManager> ProbeManager; 466 }; 467 468 class SampleProfileLoaderLegacyPass : public ModulePass { 469 public: 470 // Class identification, replacement for typeinfo 471 static char ID; 472 473 SampleProfileLoaderLegacyPass( 474 StringRef Name = SampleProfileFile, 475 ThinOrFullLTOPhase LTOPhase = ThinOrFullLTOPhase::None) 476 : ModulePass(ID), SampleLoader( 477 Name, SampleProfileRemappingFile, LTOPhase, 478 [&](Function &F) -> AssumptionCache & { 479 return ACT->getAssumptionCache(F); 480 }, 481 [&](Function &F) -> TargetTransformInfo & { 482 return TTIWP->getTTI(F); 483 }, 484 [&](Function &F) -> TargetLibraryInfo & { 485 return TLIWP->getTLI(F); 486 }) { 487 initializeSampleProfileLoaderLegacyPassPass( 488 *PassRegistry::getPassRegistry()); 489 } 490 491 void dump() { SampleLoader.dump(); } 492 493 bool doInitialization(Module &M) override { 494 return SampleLoader.doInitialization(M); 495 } 496 497 StringRef getPassName() const override { return "Sample profile pass"; } 498 bool runOnModule(Module &M) override; 499 500 void getAnalysisUsage(AnalysisUsage &AU) const override { 501 AU.addRequired<AssumptionCacheTracker>(); 502 AU.addRequired<TargetTransformInfoWrapperPass>(); 503 AU.addRequired<TargetLibraryInfoWrapperPass>(); 504 AU.addRequired<ProfileSummaryInfoWrapperPass>(); 505 } 506 507 private: 508 SampleProfileLoader SampleLoader; 509 AssumptionCacheTracker *ACT = nullptr; 510 TargetTransformInfoWrapperPass *TTIWP = nullptr; 511 TargetLibraryInfoWrapperPass *TLIWP = nullptr; 512 }; 513 514 } // end anonymous namespace 515 516 ErrorOr<uint64_t> SampleProfileLoader::getInstWeight(const Instruction &Inst) { 517 if (FunctionSamples::ProfileIsProbeBased) 518 return getProbeWeight(Inst); 519 520 const DebugLoc &DLoc = Inst.getDebugLoc(); 521 if (!DLoc) 522 return std::error_code(); 523 524 // Ignore all intrinsics, phinodes and branch instructions. 525 // Branch and phinodes instruction usually contains debug info from sources 526 // outside of the residing basic block, thus we ignore them during annotation. 527 if (isa<BranchInst>(Inst) || isa<IntrinsicInst>(Inst) || isa<PHINode>(Inst)) 528 return std::error_code(); 529 530 // For non-CS profile, if a direct call/invoke instruction is inlined in 531 // profile (findCalleeFunctionSamples returns non-empty result), but not 532 // inlined here, it means that the inlined callsite has no sample, thus the 533 // call instruction should have 0 count. 534 // For CS profile, the callsite count of previously inlined callees is 535 // populated with the entry count of the callees. 536 if (!ProfileIsCS) 537 if (const auto *CB = dyn_cast<CallBase>(&Inst)) 538 if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB)) 539 return 0; 540 541 return getInstWeightImpl(Inst); 542 } 543 544 // Here use error_code to represent: 1) The dangling probe. 2) Ignore the weight 545 // of non-probe instruction. So if all instructions of the BB give error_code, 546 // tell the inference algorithm to infer the BB weight. 547 ErrorOr<uint64_t> SampleProfileLoader::getProbeWeight(const Instruction &Inst) { 548 assert(FunctionSamples::ProfileIsProbeBased && 549 "Profile is not pseudo probe based"); 550 Optional<PseudoProbe> Probe = extractProbe(Inst); 551 // Ignore the non-probe instruction. If none of the instruction in the BB is 552 // probe, we choose to infer the BB's weight. 553 if (!Probe) 554 return std::error_code(); 555 556 const FunctionSamples *FS = findFunctionSamples(Inst); 557 // If none of the instruction has FunctionSample, we choose to return zero 558 // value sample to indicate the BB is cold. This could happen when the 559 // instruction is from inlinee and no profile data is found. 560 // FIXME: This should not be affected by the source drift issue as 1) if the 561 // newly added function is top-level inliner, it won't match the CFG checksum 562 // in the function profile or 2) if it's the inlinee, the inlinee should have 563 // a profile, otherwise it wouldn't be inlined. For non-probe based profile, 564 // we can improve it by adding a switch for profile-sample-block-accurate for 565 // block level counts in the future. 566 if (!FS) 567 return 0; 568 569 // For non-CS profile, If a direct call/invoke instruction is inlined in 570 // profile (findCalleeFunctionSamples returns non-empty result), but not 571 // inlined here, it means that the inlined callsite has no sample, thus the 572 // call instruction should have 0 count. 573 // For CS profile, the callsite count of previously inlined callees is 574 // populated with the entry count of the callees. 575 if (!ProfileIsCS) 576 if (const auto *CB = dyn_cast<CallBase>(&Inst)) 577 if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB)) 578 return 0; 579 580 const ErrorOr<uint64_t> &R = FS->findSamplesAt(Probe->Id, 0); 581 if (R) { 582 uint64_t Samples = R.get() * Probe->Factor; 583 bool FirstMark = CoverageTracker.markSamplesUsed(FS, Probe->Id, 0, Samples); 584 if (FirstMark) { 585 ORE->emit([&]() { 586 OptimizationRemarkAnalysis Remark(DEBUG_TYPE, "AppliedSamples", &Inst); 587 Remark << "Applied " << ore::NV("NumSamples", Samples); 588 Remark << " samples from profile (ProbeId="; 589 Remark << ore::NV("ProbeId", Probe->Id); 590 Remark << ", Factor="; 591 Remark << ore::NV("Factor", Probe->Factor); 592 Remark << ", OriginalSamples="; 593 Remark << ore::NV("OriginalSamples", R.get()); 594 Remark << ")"; 595 return Remark; 596 }); 597 } 598 LLVM_DEBUG(dbgs() << " " << Probe->Id << ":" << Inst 599 << " - weight: " << R.get() << " - factor: " 600 << format("%0.2f", Probe->Factor) << ")\n"); 601 return Samples; 602 } 603 return R; 604 } 605 606 /// Get the FunctionSamples for a call instruction. 607 /// 608 /// The FunctionSamples of a call/invoke instruction \p Inst is the inlined 609 /// instance in which that call instruction is calling to. It contains 610 /// all samples that resides in the inlined instance. We first find the 611 /// inlined instance in which the call instruction is from, then we 612 /// traverse its children to find the callsite with the matching 613 /// location. 614 /// 615 /// \param Inst Call/Invoke instruction to query. 616 /// 617 /// \returns The FunctionSamples pointer to the inlined instance. 618 const FunctionSamples * 619 SampleProfileLoader::findCalleeFunctionSamples(const CallBase &Inst) const { 620 const DILocation *DIL = Inst.getDebugLoc(); 621 if (!DIL) { 622 return nullptr; 623 } 624 625 StringRef CalleeName; 626 if (Function *Callee = Inst.getCalledFunction()) 627 CalleeName = Callee->getName(); 628 629 if (ProfileIsCS) 630 return ContextTracker->getCalleeContextSamplesFor(Inst, CalleeName); 631 632 const FunctionSamples *FS = findFunctionSamples(Inst); 633 if (FS == nullptr) 634 return nullptr; 635 636 return FS->findFunctionSamplesAt(FunctionSamples::getCallSiteIdentifier(DIL), 637 CalleeName, Reader->getRemapper()); 638 } 639 640 /// Returns a vector of FunctionSamples that are the indirect call targets 641 /// of \p Inst. The vector is sorted by the total number of samples. Stores 642 /// the total call count of the indirect call in \p Sum. 643 std::vector<const FunctionSamples *> 644 SampleProfileLoader::findIndirectCallFunctionSamples( 645 const Instruction &Inst, uint64_t &Sum) const { 646 const DILocation *DIL = Inst.getDebugLoc(); 647 std::vector<const FunctionSamples *> R; 648 649 if (!DIL) { 650 return R; 651 } 652 653 auto FSCompare = [](const FunctionSamples *L, const FunctionSamples *R) { 654 assert(L && R && "Expect non-null FunctionSamples"); 655 if (L->getEntrySamples() != R->getEntrySamples()) 656 return L->getEntrySamples() > R->getEntrySamples(); 657 return FunctionSamples::getGUID(L->getName()) < 658 FunctionSamples::getGUID(R->getName()); 659 }; 660 661 if (ProfileIsCS) { 662 auto CalleeSamples = 663 ContextTracker->getIndirectCalleeContextSamplesFor(DIL); 664 if (CalleeSamples.empty()) 665 return R; 666 667 // For CSSPGO, we only use target context profile's entry count 668 // as that already includes both inlined callee and non-inlined ones.. 669 Sum = 0; 670 for (const auto *const FS : CalleeSamples) { 671 Sum += FS->getEntrySamples(); 672 R.push_back(FS); 673 } 674 llvm::sort(R, FSCompare); 675 return R; 676 } 677 678 const FunctionSamples *FS = findFunctionSamples(Inst); 679 if (FS == nullptr) 680 return R; 681 682 auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL); 683 auto T = FS->findCallTargetMapAt(CallSite); 684 Sum = 0; 685 if (T) 686 for (const auto &T_C : T.get()) 687 Sum += T_C.second; 688 if (const FunctionSamplesMap *M = FS->findFunctionSamplesMapAt(CallSite)) { 689 if (M->empty()) 690 return R; 691 for (const auto &NameFS : *M) { 692 Sum += NameFS.second.getEntrySamples(); 693 R.push_back(&NameFS.second); 694 } 695 llvm::sort(R, FSCompare); 696 } 697 return R; 698 } 699 700 const FunctionSamples * 701 SampleProfileLoader::findFunctionSamples(const Instruction &Inst) const { 702 if (FunctionSamples::ProfileIsProbeBased) { 703 Optional<PseudoProbe> Probe = extractProbe(Inst); 704 if (!Probe) 705 return nullptr; 706 } 707 708 const DILocation *DIL = Inst.getDebugLoc(); 709 if (!DIL) 710 return Samples; 711 712 auto it = DILocation2SampleMap.try_emplace(DIL,nullptr); 713 if (it.second) { 714 if (ProfileIsCS) 715 it.first->second = ContextTracker->getContextSamplesFor(DIL); 716 else 717 it.first->second = 718 Samples->findFunctionSamples(DIL, Reader->getRemapper()); 719 } 720 return it.first->second; 721 } 722 723 /// Check whether the indirect call promotion history of \p Inst allows 724 /// the promotion for \p Candidate. 725 /// If the profile count for the promotion candidate \p Candidate is 726 /// NOMORE_ICP_MAGICNUM, it means \p Candidate has already been promoted 727 /// for \p Inst. If we already have at least MaxNumPromotions 728 /// NOMORE_ICP_MAGICNUM count values in the value profile of \p Inst, we 729 /// cannot promote for \p Inst anymore. 730 static bool doesHistoryAllowICP(const Instruction &Inst, StringRef Candidate) { 731 uint32_t NumVals = 0; 732 uint64_t TotalCount = 0; 733 std::unique_ptr<InstrProfValueData[]> ValueData = 734 std::make_unique<InstrProfValueData[]>(MaxNumPromotions); 735 bool Valid = 736 getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions, 737 ValueData.get(), NumVals, TotalCount, true); 738 // No valid value profile so no promoted targets have been recorded 739 // before. Ok to do ICP. 740 if (!Valid) 741 return true; 742 743 unsigned NumPromoted = 0; 744 for (uint32_t I = 0; I < NumVals; I++) { 745 if (ValueData[I].Count != NOMORE_ICP_MAGICNUM) 746 continue; 747 748 // If the promotion candidate has NOMORE_ICP_MAGICNUM count in the 749 // metadata, it means the candidate has been promoted for this 750 // indirect call. 751 if (ValueData[I].Value == Function::getGUID(Candidate)) 752 return false; 753 NumPromoted++; 754 // If already have MaxNumPromotions promotion, don't do it anymore. 755 if (NumPromoted == MaxNumPromotions) 756 return false; 757 } 758 return true; 759 } 760 761 /// Update indirect call target profile metadata for \p Inst. 762 /// Usually \p Sum is the sum of counts of all the targets for \p Inst. 763 /// If it is 0, it means updateIDTMetaData is used to mark a 764 /// certain target to be promoted already. If it is not zero, 765 /// we expect to use it to update the total count in the value profile. 766 static void 767 updateIDTMetaData(Instruction &Inst, 768 const SmallVectorImpl<InstrProfValueData> &CallTargets, 769 uint64_t Sum) { 770 uint32_t NumVals = 0; 771 // OldSum is the existing total count in the value profile data. 772 uint64_t OldSum = 0; 773 std::unique_ptr<InstrProfValueData[]> ValueData = 774 std::make_unique<InstrProfValueData[]>(MaxNumPromotions); 775 bool Valid = 776 getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions, 777 ValueData.get(), NumVals, OldSum, true); 778 779 DenseMap<uint64_t, uint64_t> ValueCountMap; 780 if (Sum == 0) { 781 assert((CallTargets.size() == 1 && 782 CallTargets[0].Count == NOMORE_ICP_MAGICNUM) && 783 "If sum is 0, assume only one element in CallTargets " 784 "with count being NOMORE_ICP_MAGICNUM"); 785 // Initialize ValueCountMap with existing value profile data. 786 if (Valid) { 787 for (uint32_t I = 0; I < NumVals; I++) 788 ValueCountMap[ValueData[I].Value] = ValueData[I].Count; 789 } 790 auto Pair = 791 ValueCountMap.try_emplace(CallTargets[0].Value, CallTargets[0].Count); 792 // If the target already exists in value profile, decrease the total 793 // count OldSum and reset the target's count to NOMORE_ICP_MAGICNUM. 794 if (!Pair.second) { 795 OldSum -= Pair.first->second; 796 Pair.first->second = NOMORE_ICP_MAGICNUM; 797 } 798 Sum = OldSum; 799 } else { 800 // Initialize ValueCountMap with existing NOMORE_ICP_MAGICNUM 801 // counts in the value profile. 802 if (Valid) { 803 for (uint32_t I = 0; I < NumVals; I++) { 804 if (ValueData[I].Count == NOMORE_ICP_MAGICNUM) 805 ValueCountMap[ValueData[I].Value] = ValueData[I].Count; 806 } 807 } 808 809 for (const auto &Data : CallTargets) { 810 auto Pair = ValueCountMap.try_emplace(Data.Value, Data.Count); 811 if (Pair.second) 812 continue; 813 // The target represented by Data.Value has already been promoted. 814 // Keep the count as NOMORE_ICP_MAGICNUM in the profile and decrease 815 // Sum by Data.Count. 816 assert(Sum >= Data.Count && "Sum should never be less than Data.Count"); 817 Sum -= Data.Count; 818 } 819 } 820 821 SmallVector<InstrProfValueData, 8> NewCallTargets; 822 for (const auto &ValueCount : ValueCountMap) { 823 NewCallTargets.emplace_back( 824 InstrProfValueData{ValueCount.first, ValueCount.second}); 825 } 826 827 llvm::sort(NewCallTargets, 828 [](const InstrProfValueData &L, const InstrProfValueData &R) { 829 if (L.Count != R.Count) 830 return L.Count > R.Count; 831 return L.Value > R.Value; 832 }); 833 834 uint32_t MaxMDCount = 835 std::min(NewCallTargets.size(), static_cast<size_t>(MaxNumPromotions)); 836 annotateValueSite(*Inst.getParent()->getParent()->getParent(), Inst, 837 NewCallTargets, Sum, IPVK_IndirectCallTarget, MaxMDCount); 838 } 839 840 /// Attempt to promote indirect call and also inline the promoted call. 841 /// 842 /// \param F Caller function. 843 /// \param Candidate ICP and inline candidate. 844 /// \param SumOrigin Original sum of target counts for indirect call before 845 /// promoting given candidate. 846 /// \param Sum Prorated sum of remaining target counts for indirect call 847 /// after promoting given candidate. 848 /// \param InlinedCallSite Output vector for new call sites exposed after 849 /// inlining. 850 bool SampleProfileLoader::tryPromoteAndInlineCandidate( 851 Function &F, InlineCandidate &Candidate, uint64_t SumOrigin, uint64_t &Sum, 852 SmallVector<CallBase *, 8> *InlinedCallSite) { 853 auto CalleeFunctionName = Candidate.CalleeSamples->getFuncName(); 854 auto R = SymbolMap.find(CalleeFunctionName); 855 if (R == SymbolMap.end() || !R->getValue()) 856 return false; 857 858 auto &CI = *Candidate.CallInstr; 859 if (!doesHistoryAllowICP(CI, R->getValue()->getName())) 860 return false; 861 862 const char *Reason = "Callee function not available"; 863 // R->getValue() != &F is to prevent promoting a recursive call. 864 // If it is a recursive call, we do not inline it as it could bloat 865 // the code exponentially. There is way to better handle this, e.g. 866 // clone the caller first, and inline the cloned caller if it is 867 // recursive. As llvm does not inline recursive calls, we will 868 // simply ignore it instead of handling it explicitly. 869 if (!R->getValue()->isDeclaration() && R->getValue()->getSubprogram() && 870 R->getValue()->hasFnAttribute("use-sample-profile") && 871 R->getValue() != &F && isLegalToPromote(CI, R->getValue(), &Reason)) { 872 // For promoted target, set its value with NOMORE_ICP_MAGICNUM count 873 // in the value profile metadata so the target won't be promoted again. 874 SmallVector<InstrProfValueData, 1> SortedCallTargets = {InstrProfValueData{ 875 Function::getGUID(R->getValue()->getName()), NOMORE_ICP_MAGICNUM}}; 876 updateIDTMetaData(CI, SortedCallTargets, 0); 877 878 auto *DI = &pgo::promoteIndirectCall( 879 CI, R->getValue(), Candidate.CallsiteCount, Sum, false, ORE); 880 if (DI) { 881 Sum -= Candidate.CallsiteCount; 882 // Do not prorate the indirect callsite distribution since the original 883 // distribution will be used to scale down non-promoted profile target 884 // counts later. By doing this we lose track of the real callsite count 885 // for the leftover indirect callsite as a trade off for accurate call 886 // target counts. 887 // TODO: Ideally we would have two separate factors, one for call site 888 // counts and one is used to prorate call target counts. 889 // Do not update the promoted direct callsite distribution at this 890 // point since the original distribution combined with the callee profile 891 // will be used to prorate callsites from the callee if inlined. Once not 892 // inlined, the direct callsite distribution should be prorated so that 893 // the it will reflect the real callsite counts. 894 Candidate.CallInstr = DI; 895 if (isa<CallInst>(DI) || isa<InvokeInst>(DI)) { 896 bool Inlined = tryInlineCandidate(Candidate, InlinedCallSite); 897 if (!Inlined) { 898 // Prorate the direct callsite distribution so that it reflects real 899 // callsite counts. 900 setProbeDistributionFactor( 901 *DI, static_cast<float>(Candidate.CallsiteCount) / SumOrigin); 902 } 903 return Inlined; 904 } 905 } 906 } else { 907 LLVM_DEBUG(dbgs() << "\nFailed to promote indirect call to " 908 << Candidate.CalleeSamples->getFuncName() << " because " 909 << Reason << "\n"); 910 } 911 return false; 912 } 913 914 bool SampleProfileLoader::shouldInlineColdCallee(CallBase &CallInst) { 915 if (!ProfileSizeInline) 916 return false; 917 918 Function *Callee = CallInst.getCalledFunction(); 919 if (Callee == nullptr) 920 return false; 921 922 InlineCost Cost = getInlineCost(CallInst, getInlineParams(), GetTTI(*Callee), 923 GetAC, GetTLI); 924 925 if (Cost.isNever()) 926 return false; 927 928 if (Cost.isAlways()) 929 return true; 930 931 return Cost.getCost() <= SampleColdCallSiteThreshold; 932 } 933 934 void SampleProfileLoader::emitOptimizationRemarksForInlineCandidates( 935 const SmallVectorImpl<CallBase *> &Candidates, const Function &F, 936 bool Hot) { 937 for (auto I : Candidates) { 938 Function *CalledFunction = I->getCalledFunction(); 939 if (CalledFunction) { 940 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineAttempt", 941 I->getDebugLoc(), I->getParent()) 942 << "previous inlining reattempted for " 943 << (Hot ? "hotness: '" : "size: '") 944 << ore::NV("Callee", CalledFunction) << "' into '" 945 << ore::NV("Caller", &F) << "'"); 946 } 947 } 948 } 949 950 void SampleProfileLoader::findExternalInlineCandidate( 951 const FunctionSamples *Samples, DenseSet<GlobalValue::GUID> &InlinedGUIDs, 952 const StringMap<Function *> &SymbolMap, uint64_t Threshold) { 953 assert(Samples && "expect non-null caller profile"); 954 955 // For AutoFDO profile, retrieve candidate profiles by walking over 956 // the nested inlinee profiles. 957 if (!ProfileIsCS) { 958 Samples->findInlinedFunctions(InlinedGUIDs, SymbolMap, Threshold); 959 return; 960 } 961 962 ContextTrieNode *Caller = 963 ContextTracker->getContextFor(Samples->getContext()); 964 std::queue<ContextTrieNode *> CalleeList; 965 CalleeList.push(Caller); 966 while (!CalleeList.empty()) { 967 ContextTrieNode *Node = CalleeList.front(); 968 CalleeList.pop(); 969 FunctionSamples *CalleeSample = Node->getFunctionSamples(); 970 // For CSSPGO profile, retrieve candidate profile by walking over the 971 // trie built for context profile. Note that also take call targets 972 // even if callee doesn't have a corresponding context profile. 973 if (!CalleeSample || CalleeSample->getEntrySamples() < Threshold) 974 continue; 975 976 StringRef Name = CalleeSample->getFuncName(); 977 Function *Func = SymbolMap.lookup(Name); 978 // Add to the import list only when it's defined out of module. 979 if (!Func || Func->isDeclaration()) 980 InlinedGUIDs.insert(FunctionSamples::getGUID(Name)); 981 982 // Import hot CallTargets, which may not be available in IR because full 983 // profile annotation cannot be done until backend compilation in ThinLTO. 984 for (const auto &BS : CalleeSample->getBodySamples()) 985 for (const auto &TS : BS.second.getCallTargets()) 986 if (TS.getValue() > Threshold) { 987 StringRef CalleeName = CalleeSample->getFuncName(TS.getKey()); 988 const Function *Callee = SymbolMap.lookup(CalleeName); 989 if (!Callee || Callee->isDeclaration()) 990 InlinedGUIDs.insert(FunctionSamples::getGUID(CalleeName)); 991 } 992 993 // Import hot child context profile associted with callees. Note that this 994 // may have some overlap with the call target loop above, but doing this 995 // based child context profile again effectively allow us to use the max of 996 // entry count and call target count to determine importing. 997 for (auto &Child : Node->getAllChildContext()) { 998 ContextTrieNode *CalleeNode = &Child.second; 999 CalleeList.push(CalleeNode); 1000 } 1001 } 1002 } 1003 1004 /// Iteratively inline hot callsites of a function. 1005 /// 1006 /// Iteratively traverse all callsites of the function \p F, and find if 1007 /// the corresponding inlined instance exists and is hot in profile. If 1008 /// it is hot enough, inline the callsites and adds new callsites of the 1009 /// callee into the caller. If the call is an indirect call, first promote 1010 /// it to direct call. Each indirect call is limited with a single target. 1011 /// 1012 /// \param F function to perform iterative inlining. 1013 /// \param InlinedGUIDs a set to be updated to include all GUIDs that are 1014 /// inlined in the profiled binary. 1015 /// 1016 /// \returns True if there is any inline happened. 1017 bool SampleProfileLoader::inlineHotFunctions( 1018 Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) { 1019 // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure 1020 // Profile symbol list is ignored when profile-sample-accurate is on. 1021 assert((!ProfAccForSymsInList || 1022 (!ProfileSampleAccurate && 1023 !F.hasFnAttribute("profile-sample-accurate"))) && 1024 "ProfAccForSymsInList should be false when profile-sample-accurate " 1025 "is enabled"); 1026 1027 DenseMap<CallBase *, const FunctionSamples *> LocalNotInlinedCallSites; 1028 bool Changed = false; 1029 bool LocalChanged = true; 1030 while (LocalChanged) { 1031 LocalChanged = false; 1032 SmallVector<CallBase *, 10> CIS; 1033 for (auto &BB : F) { 1034 bool Hot = false; 1035 SmallVector<CallBase *, 10> AllCandidates; 1036 SmallVector<CallBase *, 10> ColdCandidates; 1037 for (auto &I : BB.getInstList()) { 1038 const FunctionSamples *FS = nullptr; 1039 if (auto *CB = dyn_cast<CallBase>(&I)) { 1040 if (!isa<IntrinsicInst>(I) && (FS = findCalleeFunctionSamples(*CB))) { 1041 assert((!FunctionSamples::UseMD5 || FS->GUIDToFuncNameMap) && 1042 "GUIDToFuncNameMap has to be populated"); 1043 AllCandidates.push_back(CB); 1044 if (FS->getEntrySamples() > 0 || ProfileIsCS) 1045 LocalNotInlinedCallSites.try_emplace(CB, FS); 1046 if (callsiteIsHot(FS, PSI, ProfAccForSymsInList)) 1047 Hot = true; 1048 else if (shouldInlineColdCallee(*CB)) 1049 ColdCandidates.push_back(CB); 1050 } 1051 } 1052 } 1053 if (Hot || ExternalInlineAdvisor) { 1054 CIS.insert(CIS.begin(), AllCandidates.begin(), AllCandidates.end()); 1055 emitOptimizationRemarksForInlineCandidates(AllCandidates, F, true); 1056 } else { 1057 CIS.insert(CIS.begin(), ColdCandidates.begin(), ColdCandidates.end()); 1058 emitOptimizationRemarksForInlineCandidates(ColdCandidates, F, false); 1059 } 1060 } 1061 for (CallBase *I : CIS) { 1062 Function *CalledFunction = I->getCalledFunction(); 1063 InlineCandidate Candidate = { 1064 I, 1065 LocalNotInlinedCallSites.count(I) ? LocalNotInlinedCallSites[I] 1066 : nullptr, 1067 0 /* dummy count */, 1.0 /* dummy distribution factor */}; 1068 // Do not inline recursive calls. 1069 if (CalledFunction == &F) 1070 continue; 1071 if (I->isIndirectCall()) { 1072 uint64_t Sum; 1073 for (const auto *FS : findIndirectCallFunctionSamples(*I, Sum)) { 1074 uint64_t SumOrigin = Sum; 1075 if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1076 findExternalInlineCandidate(FS, InlinedGUIDs, SymbolMap, 1077 PSI->getOrCompHotCountThreshold()); 1078 continue; 1079 } 1080 if (!callsiteIsHot(FS, PSI, ProfAccForSymsInList)) 1081 continue; 1082 1083 Candidate = {I, FS, FS->getEntrySamples(), 1.0}; 1084 if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum)) { 1085 LocalNotInlinedCallSites.erase(I); 1086 LocalChanged = true; 1087 } 1088 } 1089 } else if (CalledFunction && CalledFunction->getSubprogram() && 1090 !CalledFunction->isDeclaration()) { 1091 if (tryInlineCandidate(Candidate)) { 1092 LocalNotInlinedCallSites.erase(I); 1093 LocalChanged = true; 1094 } 1095 } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1096 findExternalInlineCandidate(findCalleeFunctionSamples(*I), InlinedGUIDs, 1097 SymbolMap, 1098 PSI->getOrCompHotCountThreshold()); 1099 } 1100 } 1101 Changed |= LocalChanged; 1102 } 1103 1104 // For CS profile, profile for not inlined context will be merged when 1105 // base profile is being trieved 1106 if (ProfileIsCS) 1107 return Changed; 1108 1109 // Accumulate not inlined callsite information into notInlinedSamples 1110 for (const auto &Pair : LocalNotInlinedCallSites) { 1111 CallBase *I = Pair.getFirst(); 1112 Function *Callee = I->getCalledFunction(); 1113 if (!Callee || Callee->isDeclaration()) 1114 continue; 1115 1116 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "NotInline", 1117 I->getDebugLoc(), I->getParent()) 1118 << "previous inlining not repeated: '" 1119 << ore::NV("Callee", Callee) << "' into '" 1120 << ore::NV("Caller", &F) << "'"); 1121 1122 ++NumCSNotInlined; 1123 const FunctionSamples *FS = Pair.getSecond(); 1124 if (FS->getTotalSamples() == 0 && FS->getEntrySamples() == 0) { 1125 continue; 1126 } 1127 1128 if (ProfileMergeInlinee) { 1129 // A function call can be replicated by optimizations like callsite 1130 // splitting or jump threading and the replicates end up sharing the 1131 // sample nested callee profile instead of slicing the original inlinee's 1132 // profile. We want to do merge exactly once by filtering out callee 1133 // profiles with a non-zero head sample count. 1134 if (FS->getHeadSamples() == 0) { 1135 // Use entry samples as head samples during the merge, as inlinees 1136 // don't have head samples. 1137 const_cast<FunctionSamples *>(FS)->addHeadSamples( 1138 FS->getEntrySamples()); 1139 1140 // Note that we have to do the merge right after processing function. 1141 // This allows OutlineFS's profile to be used for annotation during 1142 // top-down processing of functions' annotation. 1143 FunctionSamples *OutlineFS = Reader->getOrCreateSamplesFor(*Callee); 1144 OutlineFS->merge(*FS); 1145 } 1146 } else { 1147 auto pair = 1148 notInlinedCallInfo.try_emplace(Callee, NotInlinedProfileInfo{0}); 1149 pair.first->second.entryCount += FS->getEntrySamples(); 1150 } 1151 } 1152 return Changed; 1153 } 1154 1155 bool SampleProfileLoader::tryInlineCandidate( 1156 InlineCandidate &Candidate, SmallVector<CallBase *, 8> *InlinedCallSites) { 1157 1158 CallBase &CB = *Candidate.CallInstr; 1159 Function *CalledFunction = CB.getCalledFunction(); 1160 assert(CalledFunction && "Expect a callee with definition"); 1161 DebugLoc DLoc = CB.getDebugLoc(); 1162 BasicBlock *BB = CB.getParent(); 1163 1164 InlineCost Cost = shouldInlineCandidate(Candidate); 1165 if (Cost.isNever()) { 1166 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineFail", DLoc, BB) 1167 << "incompatible inlining"); 1168 return false; 1169 } 1170 1171 if (!Cost) 1172 return false; 1173 1174 InlineFunctionInfo IFI(nullptr, GetAC); 1175 IFI.UpdateProfile = false; 1176 if (InlineFunction(CB, IFI).isSuccess()) { 1177 // Merge the attributes based on the inlining. 1178 AttributeFuncs::mergeAttributesForInlining(*BB->getParent(), 1179 *CalledFunction); 1180 1181 // The call to InlineFunction erases I, so we can't pass it here. 1182 emitInlinedInto(*ORE, DLoc, BB, *CalledFunction, *BB->getParent(), Cost, 1183 true, CSINLINE_DEBUG); 1184 1185 // Now populate the list of newly exposed call sites. 1186 if (InlinedCallSites) { 1187 InlinedCallSites->clear(); 1188 for (auto &I : IFI.InlinedCallSites) 1189 InlinedCallSites->push_back(I); 1190 } 1191 1192 if (ProfileIsCS) 1193 ContextTracker->markContextSamplesInlined(Candidate.CalleeSamples); 1194 ++NumCSInlined; 1195 1196 // Prorate inlined probes for a duplicated inlining callsite which probably 1197 // has a distribution less than 100%. Samples for an inlinee should be 1198 // distributed among the copies of the original callsite based on each 1199 // callsite's distribution factor for counts accuracy. Note that an inlined 1200 // probe may come with its own distribution factor if it has been duplicated 1201 // in the inlinee body. The two factor are multiplied to reflect the 1202 // aggregation of duplication. 1203 if (Candidate.CallsiteDistribution < 1) { 1204 for (auto &I : IFI.InlinedCallSites) { 1205 if (Optional<PseudoProbe> Probe = extractProbe(*I)) 1206 setProbeDistributionFactor(*I, Probe->Factor * 1207 Candidate.CallsiteDistribution); 1208 } 1209 NumDuplicatedInlinesite++; 1210 } 1211 1212 return true; 1213 } 1214 return false; 1215 } 1216 1217 bool SampleProfileLoader::getInlineCandidate(InlineCandidate *NewCandidate, 1218 CallBase *CB) { 1219 assert(CB && "Expect non-null call instruction"); 1220 1221 if (isa<IntrinsicInst>(CB)) 1222 return false; 1223 1224 // Find the callee's profile. For indirect call, find hottest target profile. 1225 const FunctionSamples *CalleeSamples = findCalleeFunctionSamples(*CB); 1226 if (!CalleeSamples) 1227 return false; 1228 1229 float Factor = 1.0; 1230 if (Optional<PseudoProbe> Probe = extractProbe(*CB)) 1231 Factor = Probe->Factor; 1232 1233 uint64_t CallsiteCount = 0; 1234 ErrorOr<uint64_t> Weight = getBlockWeight(CB->getParent()); 1235 if (Weight) 1236 CallsiteCount = Weight.get(); 1237 if (CalleeSamples) 1238 CallsiteCount = std::max( 1239 CallsiteCount, uint64_t(CalleeSamples->getEntrySamples() * Factor)); 1240 1241 *NewCandidate = {CB, CalleeSamples, CallsiteCount, Factor}; 1242 return true; 1243 } 1244 1245 InlineCost 1246 SampleProfileLoader::shouldInlineCandidate(InlineCandidate &Candidate) { 1247 std::unique_ptr<InlineAdvice> Advice = nullptr; 1248 if (ExternalInlineAdvisor) { 1249 Advice = ExternalInlineAdvisor->getAdvice(*Candidate.CallInstr); 1250 if (!Advice->isInliningRecommended()) { 1251 Advice->recordUnattemptedInlining(); 1252 return InlineCost::getNever("not previously inlined"); 1253 } 1254 Advice->recordInlining(); 1255 return InlineCost::getAlways("previously inlined"); 1256 } 1257 1258 // Adjust threshold based on call site hotness, only do this for callsite 1259 // prioritized inliner because otherwise cost-benefit check is done earlier. 1260 int SampleThreshold = SampleColdCallSiteThreshold; 1261 if (CallsitePrioritizedInline) { 1262 if (Candidate.CallsiteCount > PSI->getHotCountThreshold()) 1263 SampleThreshold = SampleHotCallSiteThreshold; 1264 else if (!ProfileSizeInline) 1265 return InlineCost::getNever("cold callsite"); 1266 } 1267 1268 Function *Callee = Candidate.CallInstr->getCalledFunction(); 1269 assert(Callee && "Expect a definition for inline candidate of direct call"); 1270 1271 InlineParams Params = getInlineParams(); 1272 Params.ComputeFullInlineCost = true; 1273 // Checks if there is anything in the reachable portion of the callee at 1274 // this callsite that makes this inlining potentially illegal. Need to 1275 // set ComputeFullInlineCost, otherwise getInlineCost may return early 1276 // when cost exceeds threshold without checking all IRs in the callee. 1277 // The acutal cost does not matter because we only checks isNever() to 1278 // see if it is legal to inline the callsite. 1279 InlineCost Cost = getInlineCost(*Candidate.CallInstr, Callee, Params, 1280 GetTTI(*Callee), GetAC, GetTLI); 1281 1282 // Honor always inline and never inline from call analyzer 1283 if (Cost.isNever() || Cost.isAlways()) 1284 return Cost; 1285 1286 // For old FDO inliner, we inline the call site as long as cost is not 1287 // "Never". The cost-benefit check is done earlier. 1288 if (!CallsitePrioritizedInline) { 1289 return InlineCost::get(Cost.getCost(), INT_MAX); 1290 } 1291 1292 // Otherwise only use the cost from call analyzer, but overwite threshold with 1293 // Sample PGO threshold. 1294 return InlineCost::get(Cost.getCost(), SampleThreshold); 1295 } 1296 1297 bool SampleProfileLoader::inlineHotFunctionsWithPriority( 1298 Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) { 1299 assert(ProfileIsCS && "Prioritiy based inliner only works with CSSPGO now"); 1300 1301 // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure 1302 // Profile symbol list is ignored when profile-sample-accurate is on. 1303 assert((!ProfAccForSymsInList || 1304 (!ProfileSampleAccurate && 1305 !F.hasFnAttribute("profile-sample-accurate"))) && 1306 "ProfAccForSymsInList should be false when profile-sample-accurate " 1307 "is enabled"); 1308 1309 // Populating worklist with initial call sites from root inliner, along 1310 // with call site weights. 1311 CandidateQueue CQueue; 1312 InlineCandidate NewCandidate; 1313 for (auto &BB : F) { 1314 for (auto &I : BB.getInstList()) { 1315 auto *CB = dyn_cast<CallBase>(&I); 1316 if (!CB) 1317 continue; 1318 if (getInlineCandidate(&NewCandidate, CB)) 1319 CQueue.push(NewCandidate); 1320 } 1321 } 1322 1323 // Cap the size growth from profile guided inlining. This is needed even 1324 // though cost of each inline candidate already accounts for callee size, 1325 // because with top-down inlining, we can grow inliner size significantly 1326 // with large number of smaller inlinees each pass the cost check. 1327 assert(ProfileInlineLimitMax >= ProfileInlineLimitMin && 1328 "Max inline size limit should not be smaller than min inline size " 1329 "limit."); 1330 unsigned SizeLimit = F.getInstructionCount() * ProfileInlineGrowthLimit; 1331 SizeLimit = std::min(SizeLimit, (unsigned)ProfileInlineLimitMax); 1332 SizeLimit = std::max(SizeLimit, (unsigned)ProfileInlineLimitMin); 1333 if (ExternalInlineAdvisor) 1334 SizeLimit = std::numeric_limits<unsigned>::max(); 1335 1336 // Perform iterative BFS call site prioritized inlining 1337 bool Changed = false; 1338 while (!CQueue.empty() && F.getInstructionCount() < SizeLimit) { 1339 InlineCandidate Candidate = CQueue.top(); 1340 CQueue.pop(); 1341 CallBase *I = Candidate.CallInstr; 1342 Function *CalledFunction = I->getCalledFunction(); 1343 1344 if (CalledFunction == &F) 1345 continue; 1346 if (I->isIndirectCall()) { 1347 uint64_t Sum = 0; 1348 auto CalleeSamples = findIndirectCallFunctionSamples(*I, Sum); 1349 uint64_t SumOrigin = Sum; 1350 Sum *= Candidate.CallsiteDistribution; 1351 for (const auto *FS : CalleeSamples) { 1352 // TODO: Consider disable pre-lTO ICP for MonoLTO as well 1353 if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1354 findExternalInlineCandidate(FS, InlinedGUIDs, SymbolMap, 1355 PSI->getOrCompHotCountThreshold()); 1356 continue; 1357 } 1358 uint64_t EntryCountDistributed = 1359 FS->getEntrySamples() * Candidate.CallsiteDistribution; 1360 // In addition to regular inline cost check, we also need to make sure 1361 // ICP isn't introducing excessive speculative checks even if individual 1362 // target looks beneficial to promote and inline. That means we should 1363 // only do ICP when there's a small number dominant targets. 1364 if (EntryCountDistributed < SumOrigin / ProfileICPThreshold) 1365 break; 1366 // TODO: Fix CallAnalyzer to handle all indirect calls. 1367 // For indirect call, we don't run CallAnalyzer to get InlineCost 1368 // before actual inlining. This is because we could see two different 1369 // types from the same definition, which makes CallAnalyzer choke as 1370 // it's expecting matching parameter type on both caller and callee 1371 // side. See example from PR18962 for the triggering cases (the bug was 1372 // fixed, but we generate different types). 1373 if (!PSI->isHotCount(EntryCountDistributed)) 1374 break; 1375 SmallVector<CallBase *, 8> InlinedCallSites; 1376 // Attach function profile for promoted indirect callee, and update 1377 // call site count for the promoted inline candidate too. 1378 Candidate = {I, FS, EntryCountDistributed, 1379 Candidate.CallsiteDistribution}; 1380 if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum, 1381 &InlinedCallSites)) { 1382 for (auto *CB : InlinedCallSites) { 1383 if (getInlineCandidate(&NewCandidate, CB)) 1384 CQueue.emplace(NewCandidate); 1385 } 1386 Changed = true; 1387 } 1388 } 1389 } else if (CalledFunction && CalledFunction->getSubprogram() && 1390 !CalledFunction->isDeclaration()) { 1391 SmallVector<CallBase *, 8> InlinedCallSites; 1392 if (tryInlineCandidate(Candidate, &InlinedCallSites)) { 1393 for (auto *CB : InlinedCallSites) { 1394 if (getInlineCandidate(&NewCandidate, CB)) 1395 CQueue.emplace(NewCandidate); 1396 } 1397 Changed = true; 1398 } 1399 } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) { 1400 findExternalInlineCandidate(Candidate.CalleeSamples, InlinedGUIDs, 1401 SymbolMap, PSI->getOrCompHotCountThreshold()); 1402 } 1403 } 1404 1405 if (!CQueue.empty()) { 1406 if (SizeLimit == (unsigned)ProfileInlineLimitMax) 1407 ++NumCSInlinedHitMaxLimit; 1408 else if (SizeLimit == (unsigned)ProfileInlineLimitMin) 1409 ++NumCSInlinedHitMinLimit; 1410 else 1411 ++NumCSInlinedHitGrowthLimit; 1412 } 1413 1414 return Changed; 1415 } 1416 1417 /// Returns the sorted CallTargetMap \p M by count in descending order. 1418 static SmallVector<InstrProfValueData, 2> 1419 GetSortedValueDataFromCallTargets(const SampleRecord::CallTargetMap &M) { 1420 SmallVector<InstrProfValueData, 2> R; 1421 for (const auto &I : SampleRecord::SortCallTargets(M)) { 1422 R.emplace_back( 1423 InstrProfValueData{FunctionSamples::getGUID(I.first), I.second}); 1424 } 1425 return R; 1426 } 1427 1428 // Generate MD_prof metadata for every branch instruction using the 1429 // edge weights computed during propagation. 1430 void SampleProfileLoader::generateMDProfMetadata(Function &F) { 1431 // Generate MD_prof metadata for every branch instruction using the 1432 // edge weights computed during propagation. 1433 LLVM_DEBUG(dbgs() << "\nPropagation complete. Setting branch weights\n"); 1434 LLVMContext &Ctx = F.getContext(); 1435 MDBuilder MDB(Ctx); 1436 for (auto &BI : F) { 1437 BasicBlock *BB = &BI; 1438 1439 if (BlockWeights[BB]) { 1440 for (auto &I : BB->getInstList()) { 1441 if (!isa<CallInst>(I) && !isa<InvokeInst>(I)) 1442 continue; 1443 if (!cast<CallBase>(I).getCalledFunction()) { 1444 const DebugLoc &DLoc = I.getDebugLoc(); 1445 if (!DLoc) 1446 continue; 1447 const DILocation *DIL = DLoc; 1448 const FunctionSamples *FS = findFunctionSamples(I); 1449 if (!FS) 1450 continue; 1451 auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL); 1452 auto T = FS->findCallTargetMapAt(CallSite); 1453 if (!T || T.get().empty()) 1454 continue; 1455 if (FunctionSamples::ProfileIsProbeBased) { 1456 // Prorate the callsite counts based on the pre-ICP distribution 1457 // factor to reflect what is already done to the callsite before 1458 // ICP, such as calliste cloning. 1459 if (Optional<PseudoProbe> Probe = extractProbe(I)) { 1460 if (Probe->Factor < 1) 1461 T = SampleRecord::adjustCallTargets(T.get(), Probe->Factor); 1462 } 1463 } 1464 SmallVector<InstrProfValueData, 2> SortedCallTargets = 1465 GetSortedValueDataFromCallTargets(T.get()); 1466 uint64_t Sum = 0; 1467 for (const auto &C : T.get()) 1468 Sum += C.second; 1469 // With CSSPGO all indirect call targets are counted torwards the 1470 // original indirect call site in the profile, including both 1471 // inlined and non-inlined targets. 1472 if (!FunctionSamples::ProfileIsCS) { 1473 if (const FunctionSamplesMap *M = 1474 FS->findFunctionSamplesMapAt(CallSite)) { 1475 for (const auto &NameFS : *M) 1476 Sum += NameFS.second.getEntrySamples(); 1477 } 1478 } 1479 if (Sum) 1480 updateIDTMetaData(I, SortedCallTargets, Sum); 1481 else if (OverwriteExistingWeights) 1482 I.setMetadata(LLVMContext::MD_prof, nullptr); 1483 } else if (!isa<IntrinsicInst>(&I)) { 1484 I.setMetadata(LLVMContext::MD_prof, 1485 MDB.createBranchWeights( 1486 {static_cast<uint32_t>(BlockWeights[BB])})); 1487 } 1488 } 1489 } else if (OverwriteExistingWeights) { 1490 // Set profile metadata (possibly annotated by LTO prelink) to zero or 1491 // clear it for cold code. 1492 for (auto &I : BB->getInstList()) { 1493 if (isa<CallInst>(I) || isa<InvokeInst>(I)) { 1494 if (cast<CallBase>(I).isIndirectCall()) 1495 I.setMetadata(LLVMContext::MD_prof, nullptr); 1496 else 1497 I.setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(0)); 1498 } 1499 } 1500 } 1501 1502 Instruction *TI = BB->getTerminator(); 1503 if (TI->getNumSuccessors() == 1) 1504 continue; 1505 if (!isa<BranchInst>(TI) && !isa<SwitchInst>(TI) && 1506 !isa<IndirectBrInst>(TI)) 1507 continue; 1508 1509 DebugLoc BranchLoc = TI->getDebugLoc(); 1510 LLVM_DEBUG(dbgs() << "\nGetting weights for branch at line " 1511 << ((BranchLoc) ? Twine(BranchLoc.getLine()) 1512 : Twine("<UNKNOWN LOCATION>")) 1513 << ".\n"); 1514 SmallVector<uint32_t, 4> Weights; 1515 uint32_t MaxWeight = 0; 1516 Instruction *MaxDestInst; 1517 for (unsigned I = 0; I < TI->getNumSuccessors(); ++I) { 1518 BasicBlock *Succ = TI->getSuccessor(I); 1519 Edge E = std::make_pair(BB, Succ); 1520 uint64_t Weight = EdgeWeights[E]; 1521 LLVM_DEBUG(dbgs() << "\t"; printEdgeWeight(dbgs(), E)); 1522 // Use uint32_t saturated arithmetic to adjust the incoming weights, 1523 // if needed. Sample counts in profiles are 64-bit unsigned values, 1524 // but internally branch weights are expressed as 32-bit values. 1525 if (Weight > std::numeric_limits<uint32_t>::max()) { 1526 LLVM_DEBUG(dbgs() << " (saturated due to uint32_t overflow)"); 1527 Weight = std::numeric_limits<uint32_t>::max(); 1528 } 1529 // Weight is added by one to avoid propagation errors introduced by 1530 // 0 weights. 1531 Weights.push_back(static_cast<uint32_t>(Weight + 1)); 1532 if (Weight != 0) { 1533 if (Weight > MaxWeight) { 1534 MaxWeight = Weight; 1535 MaxDestInst = Succ->getFirstNonPHIOrDbgOrLifetime(); 1536 } 1537 } 1538 } 1539 1540 uint64_t TempWeight; 1541 // Only set weights if there is at least one non-zero weight. 1542 // In any other case, let the analyzer set weights. 1543 // Do not set weights if the weights are present unless under 1544 // OverwriteExistingWeights. In ThinLTO, the profile annotation is done 1545 // twice. If the first annotation already set the weights, the second pass 1546 // does not need to set it. With OverwriteExistingWeights, Blocks with zero 1547 // weight should have their existing metadata (possibly annotated by LTO 1548 // prelink) cleared. 1549 if (MaxWeight > 0 && 1550 (!TI->extractProfTotalWeight(TempWeight) || OverwriteExistingWeights)) { 1551 LLVM_DEBUG(dbgs() << "SUCCESS. Found non-zero weights.\n"); 1552 TI->setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(Weights)); 1553 ORE->emit([&]() { 1554 return OptimizationRemark(DEBUG_TYPE, "PopularDest", MaxDestInst) 1555 << "most popular destination for conditional branches at " 1556 << ore::NV("CondBranchesLoc", BranchLoc); 1557 }); 1558 } else { 1559 if (OverwriteExistingWeights) { 1560 TI->setMetadata(LLVMContext::MD_prof, nullptr); 1561 LLVM_DEBUG(dbgs() << "CLEARED. All branch weights are zero.\n"); 1562 } else { 1563 LLVM_DEBUG(dbgs() << "SKIPPED. All branch weights are zero.\n"); 1564 } 1565 } 1566 } 1567 } 1568 1569 /// Once all the branch weights are computed, we emit the MD_prof 1570 /// metadata on BB using the computed values for each of its branches. 1571 /// 1572 /// \param F The function to query. 1573 /// 1574 /// \returns true if \p F was modified. Returns false, otherwise. 1575 bool SampleProfileLoader::emitAnnotations(Function &F) { 1576 bool Changed = false; 1577 1578 if (FunctionSamples::ProfileIsProbeBased) { 1579 if (!ProbeManager->profileIsValid(F, *Samples)) { 1580 LLVM_DEBUG( 1581 dbgs() << "Profile is invalid due to CFG mismatch for Function " 1582 << F.getName()); 1583 ++NumMismatchedProfile; 1584 return false; 1585 } 1586 ++NumMatchedProfile; 1587 } else { 1588 if (getFunctionLoc(F) == 0) 1589 return false; 1590 1591 LLVM_DEBUG(dbgs() << "Line number for the first instruction in " 1592 << F.getName() << ": " << getFunctionLoc(F) << "\n"); 1593 } 1594 1595 DenseSet<GlobalValue::GUID> InlinedGUIDs; 1596 if (ProfileIsCS && CallsitePrioritizedInline) 1597 Changed |= inlineHotFunctionsWithPriority(F, InlinedGUIDs); 1598 else 1599 Changed |= inlineHotFunctions(F, InlinedGUIDs); 1600 1601 Changed |= computeAndPropagateWeights(F, InlinedGUIDs); 1602 1603 if (Changed) 1604 generateMDProfMetadata(F); 1605 1606 emitCoverageRemarks(F); 1607 return Changed; 1608 } 1609 1610 char SampleProfileLoaderLegacyPass::ID = 0; 1611 1612 INITIALIZE_PASS_BEGIN(SampleProfileLoaderLegacyPass, "sample-profile", 1613 "Sample Profile loader", false, false) 1614 INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker) 1615 INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass) 1616 INITIALIZE_PASS_DEPENDENCY(TargetLibraryInfoWrapperPass) 1617 INITIALIZE_PASS_DEPENDENCY(ProfileSummaryInfoWrapperPass) 1618 INITIALIZE_PASS_END(SampleProfileLoaderLegacyPass, "sample-profile", 1619 "Sample Profile loader", false, false) 1620 1621 std::unique_ptr<ProfiledCallGraph> 1622 SampleProfileLoader::buildProfiledCallGraph(CallGraph &CG) { 1623 std::unique_ptr<ProfiledCallGraph> ProfiledCG; 1624 if (ProfileIsCS) 1625 ProfiledCG = std::make_unique<ProfiledCallGraph>(*ContextTracker); 1626 else 1627 ProfiledCG = std::make_unique<ProfiledCallGraph>(Reader->getProfiles()); 1628 1629 // Add all functions into the profiled call graph even if they are not in 1630 // the profile. This makes sure functions missing from the profile still 1631 // gets a chance to be processed. 1632 for (auto &Node : CG) { 1633 const auto *F = Node.first; 1634 if (!F || F->isDeclaration() || !F->hasFnAttribute("use-sample-profile")) 1635 continue; 1636 ProfiledCG->addProfiledFunction(FunctionSamples::getCanonicalFnName(*F)); 1637 } 1638 1639 return ProfiledCG; 1640 } 1641 1642 std::vector<Function *> 1643 SampleProfileLoader::buildFunctionOrder(Module &M, CallGraph *CG) { 1644 std::vector<Function *> FunctionOrderList; 1645 FunctionOrderList.reserve(M.size()); 1646 1647 if (!ProfileTopDownLoad && UseProfiledCallGraph) 1648 errs() << "WARNING: -use-profiled-call-graph ignored, should be used " 1649 "together with -sample-profile-top-down-load.\n"; 1650 1651 if (!ProfileTopDownLoad || CG == nullptr) { 1652 if (ProfileMergeInlinee) { 1653 // Disable ProfileMergeInlinee if profile is not loaded in top down order, 1654 // because the profile for a function may be used for the profile 1655 // annotation of its outline copy before the profile merging of its 1656 // non-inlined inline instances, and that is not the way how 1657 // ProfileMergeInlinee is supposed to work. 1658 ProfileMergeInlinee = false; 1659 } 1660 1661 for (Function &F : M) 1662 if (!F.isDeclaration() && F.hasFnAttribute("use-sample-profile")) 1663 FunctionOrderList.push_back(&F); 1664 return FunctionOrderList; 1665 } 1666 1667 assert(&CG->getModule() == &M); 1668 1669 if (UseProfiledCallGraph || 1670 (ProfileIsCS && !UseProfiledCallGraph.getNumOccurrences())) { 1671 // Use profiled call edges to augment the top-down order. There are cases 1672 // that the top-down order computed based on the static call graph doesn't 1673 // reflect real execution order. For example 1674 // 1675 // 1. Incomplete static call graph due to unknown indirect call targets. 1676 // Adjusting the order by considering indirect call edges from the 1677 // profile can enable the inlining of indirect call targets by allowing 1678 // the caller processed before them. 1679 // 2. Mutual call edges in an SCC. The static processing order computed for 1680 // an SCC may not reflect the call contexts in the context-sensitive 1681 // profile, thus may cause potential inlining to be overlooked. The 1682 // function order in one SCC is being adjusted to a top-down order based 1683 // on the profile to favor more inlining. This is only a problem with CS 1684 // profile. 1685 // 3. Transitive indirect call edges due to inlining. When a callee function 1686 // (say B) is inlined into into a caller function (say A) in LTO prelink, 1687 // every call edge originated from the callee B will be transferred to 1688 // the caller A. If any transferred edge (say A->C) is indirect, the 1689 // original profiled indirect edge B->C, even if considered, would not 1690 // enforce a top-down order from the caller A to the potential indirect 1691 // call target C in LTO postlink since the inlined callee B is gone from 1692 // the static call graph. 1693 // 4. #3 can happen even for direct call targets, due to functions defined 1694 // in header files. A header function (say A), when included into source 1695 // files, is defined multiple times but only one definition survives due 1696 // to ODR. Therefore, the LTO prelink inlining done on those dropped 1697 // definitions can be useless based on a local file scope. More 1698 // importantly, the inlinee (say B), once fully inlined to a 1699 // to-be-dropped A, will have no profile to consume when its outlined 1700 // version is compiled. This can lead to a profile-less prelink 1701 // compilation for the outlined version of B which may be called from 1702 // external modules. while this isn't easy to fix, we rely on the 1703 // postlink AutoFDO pipeline to optimize B. Since the survived copy of 1704 // the A can be inlined in its local scope in prelink, it may not exist 1705 // in the merged IR in postlink, and we'll need the profiled call edges 1706 // to enforce a top-down order for the rest of the functions. 1707 // 1708 // Considering those cases, a profiled call graph completely independent of 1709 // the static call graph is constructed based on profile data, where 1710 // function objects are not even needed to handle case #3 and case 4. 1711 // 1712 // Note that static callgraph edges are completely ignored since they 1713 // can be conflicting with profiled edges for cyclic SCCs and may result in 1714 // an SCC order incompatible with profile-defined one. Using strictly 1715 // profile order ensures a maximum inlining experience. On the other hand, 1716 // static call edges are not so important when they don't correspond to a 1717 // context in the profile. 1718 1719 std::unique_ptr<ProfiledCallGraph> ProfiledCG = buildProfiledCallGraph(*CG); 1720 scc_iterator<ProfiledCallGraph *> CGI = scc_begin(ProfiledCG.get()); 1721 while (!CGI.isAtEnd()) { 1722 for (ProfiledCallGraphNode *Node : *CGI) { 1723 Function *F = SymbolMap.lookup(Node->Name); 1724 if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile")) 1725 FunctionOrderList.push_back(F); 1726 } 1727 ++CGI; 1728 } 1729 } else { 1730 scc_iterator<CallGraph *> CGI = scc_begin(CG); 1731 while (!CGI.isAtEnd()) { 1732 for (CallGraphNode *Node : *CGI) { 1733 auto *F = Node->getFunction(); 1734 if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile")) 1735 FunctionOrderList.push_back(F); 1736 } 1737 ++CGI; 1738 } 1739 } 1740 1741 LLVM_DEBUG({ 1742 dbgs() << "Function processing order:\n"; 1743 for (auto F : reverse(FunctionOrderList)) { 1744 dbgs() << F->getName() << "\n"; 1745 } 1746 }); 1747 1748 std::reverse(FunctionOrderList.begin(), FunctionOrderList.end()); 1749 return FunctionOrderList; 1750 } 1751 1752 bool SampleProfileLoader::doInitialization(Module &M, 1753 FunctionAnalysisManager *FAM) { 1754 auto &Ctx = M.getContext(); 1755 1756 auto ReaderOrErr = SampleProfileReader::create( 1757 Filename, Ctx, FSDiscriminatorPass::Base, RemappingFilename); 1758 if (std::error_code EC = ReaderOrErr.getError()) { 1759 std::string Msg = "Could not open profile: " + EC.message(); 1760 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1761 return false; 1762 } 1763 Reader = std::move(ReaderOrErr.get()); 1764 Reader->setSkipFlatProf(LTOPhase == ThinOrFullLTOPhase::ThinLTOPostLink); 1765 // set module before reading the profile so reader may be able to only 1766 // read the function profiles which are used by the current module. 1767 Reader->setModule(&M); 1768 if (std::error_code EC = Reader->read()) { 1769 std::string Msg = "profile reading failed: " + EC.message(); 1770 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1771 return false; 1772 } 1773 1774 PSL = Reader->getProfileSymbolList(); 1775 1776 // While profile-sample-accurate is on, ignore symbol list. 1777 ProfAccForSymsInList = 1778 ProfileAccurateForSymsInList && PSL && !ProfileSampleAccurate; 1779 if (ProfAccForSymsInList) { 1780 NamesInProfile.clear(); 1781 if (auto NameTable = Reader->getNameTable()) 1782 NamesInProfile.insert(NameTable->begin(), NameTable->end()); 1783 CoverageTracker.setProfAccForSymsInList(true); 1784 } 1785 1786 if (FAM && !ProfileInlineReplayFile.empty()) { 1787 ExternalInlineAdvisor = std::make_unique<ReplayInlineAdvisor>( 1788 M, *FAM, Ctx, /*OriginalAdvisor=*/nullptr, ProfileInlineReplayFile, 1789 /*EmitRemarks=*/false); 1790 if (!ExternalInlineAdvisor->areReplayRemarksLoaded()) 1791 ExternalInlineAdvisor.reset(); 1792 } 1793 1794 // Apply tweaks if context-sensitive profile is available. 1795 if (Reader->profileIsCS()) { 1796 ProfileIsCS = true; 1797 FunctionSamples::ProfileIsCS = true; 1798 1799 // Enable priority-base inliner and size inline by default for CSSPGO. 1800 if (!ProfileSizeInline.getNumOccurrences()) 1801 ProfileSizeInline = true; 1802 if (!CallsitePrioritizedInline.getNumOccurrences()) 1803 CallsitePrioritizedInline = true; 1804 1805 // Enable iterative-BFI by default for CSSPGO. 1806 if (!UseIterativeBFIInference.getNumOccurrences()) 1807 UseIterativeBFIInference = true; 1808 1809 // Tracker for profiles under different context 1810 ContextTracker = 1811 std::make_unique<SampleContextTracker>(Reader->getProfiles()); 1812 } 1813 1814 // Load pseudo probe descriptors for probe-based function samples. 1815 if (Reader->profileIsProbeBased()) { 1816 ProbeManager = std::make_unique<PseudoProbeManager>(M); 1817 if (!ProbeManager->moduleIsProbed(M)) { 1818 const char *Msg = 1819 "Pseudo-probe-based profile requires SampleProfileProbePass"; 1820 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); 1821 return false; 1822 } 1823 } 1824 1825 return true; 1826 } 1827 1828 ModulePass *llvm::createSampleProfileLoaderPass() { 1829 return new SampleProfileLoaderLegacyPass(); 1830 } 1831 1832 ModulePass *llvm::createSampleProfileLoaderPass(StringRef Name) { 1833 return new SampleProfileLoaderLegacyPass(Name); 1834 } 1835 1836 bool SampleProfileLoader::runOnModule(Module &M, ModuleAnalysisManager *AM, 1837 ProfileSummaryInfo *_PSI, CallGraph *CG) { 1838 GUIDToFuncNameMapper Mapper(M, *Reader, GUIDToFuncNameMap); 1839 1840 PSI = _PSI; 1841 if (M.getProfileSummary(/* IsCS */ false) == nullptr) { 1842 M.setProfileSummary(Reader->getSummary().getMD(M.getContext()), 1843 ProfileSummary::PSK_Sample); 1844 PSI->refresh(); 1845 } 1846 // Compute the total number of samples collected in this profile. 1847 for (const auto &I : Reader->getProfiles()) 1848 TotalCollectedSamples += I.second.getTotalSamples(); 1849 1850 auto Remapper = Reader->getRemapper(); 1851 // Populate the symbol map. 1852 for (const auto &N_F : M.getValueSymbolTable()) { 1853 StringRef OrigName = N_F.getKey(); 1854 Function *F = dyn_cast<Function>(N_F.getValue()); 1855 if (F == nullptr || OrigName.empty()) 1856 continue; 1857 SymbolMap[OrigName] = F; 1858 StringRef NewName = FunctionSamples::getCanonicalFnName(*F); 1859 if (OrigName != NewName && !NewName.empty()) { 1860 auto r = SymbolMap.insert(std::make_pair(NewName, F)); 1861 // Failiing to insert means there is already an entry in SymbolMap, 1862 // thus there are multiple functions that are mapped to the same 1863 // stripped name. In this case of name conflicting, set the value 1864 // to nullptr to avoid confusion. 1865 if (!r.second) 1866 r.first->second = nullptr; 1867 OrigName = NewName; 1868 } 1869 // Insert the remapped names into SymbolMap. 1870 if (Remapper) { 1871 if (auto MapName = Remapper->lookUpNameInProfile(OrigName)) { 1872 if (*MapName != OrigName && !MapName->empty()) 1873 SymbolMap.insert(std::make_pair(*MapName, F)); 1874 } 1875 } 1876 } 1877 assert(SymbolMap.count(StringRef()) == 0 && 1878 "No empty StringRef should be added in SymbolMap"); 1879 1880 bool retval = false; 1881 for (auto F : buildFunctionOrder(M, CG)) { 1882 assert(!F->isDeclaration()); 1883 clearFunctionData(); 1884 retval |= runOnFunction(*F, AM); 1885 } 1886 1887 // Account for cold calls not inlined.... 1888 if (!ProfileIsCS) 1889 for (const std::pair<Function *, NotInlinedProfileInfo> &pair : 1890 notInlinedCallInfo) 1891 updateProfileCallee(pair.first, pair.second.entryCount); 1892 1893 return retval; 1894 } 1895 1896 bool SampleProfileLoaderLegacyPass::runOnModule(Module &M) { 1897 ACT = &getAnalysis<AssumptionCacheTracker>(); 1898 TTIWP = &getAnalysis<TargetTransformInfoWrapperPass>(); 1899 TLIWP = &getAnalysis<TargetLibraryInfoWrapperPass>(); 1900 ProfileSummaryInfo *PSI = 1901 &getAnalysis<ProfileSummaryInfoWrapperPass>().getPSI(); 1902 return SampleLoader.runOnModule(M, nullptr, PSI, nullptr); 1903 } 1904 1905 bool SampleProfileLoader::runOnFunction(Function &F, ModuleAnalysisManager *AM) { 1906 LLVM_DEBUG(dbgs() << "\n\nProcessing Function " << F.getName() << "\n"); 1907 DILocation2SampleMap.clear(); 1908 // By default the entry count is initialized to -1, which will be treated 1909 // conservatively by getEntryCount as the same as unknown (None). This is 1910 // to avoid newly added code to be treated as cold. If we have samples 1911 // this will be overwritten in emitAnnotations. 1912 uint64_t initialEntryCount = -1; 1913 1914 ProfAccForSymsInList = ProfileAccurateForSymsInList && PSL; 1915 if (ProfileSampleAccurate || F.hasFnAttribute("profile-sample-accurate")) { 1916 // initialize all the function entry counts to 0. It means all the 1917 // functions without profile will be regarded as cold. 1918 initialEntryCount = 0; 1919 // profile-sample-accurate is a user assertion which has a higher precedence 1920 // than symbol list. When profile-sample-accurate is on, ignore symbol list. 1921 ProfAccForSymsInList = false; 1922 } 1923 CoverageTracker.setProfAccForSymsInList(ProfAccForSymsInList); 1924 1925 // PSL -- profile symbol list include all the symbols in sampled binary. 1926 // If ProfileAccurateForSymsInList is enabled, PSL is used to treat 1927 // old functions without samples being cold, without having to worry 1928 // about new and hot functions being mistakenly treated as cold. 1929 if (ProfAccForSymsInList) { 1930 // Initialize the entry count to 0 for functions in the list. 1931 if (PSL->contains(F.getName())) 1932 initialEntryCount = 0; 1933 1934 // Function in the symbol list but without sample will be regarded as 1935 // cold. To minimize the potential negative performance impact it could 1936 // have, we want to be a little conservative here saying if a function 1937 // shows up in the profile, no matter as outline function, inline instance 1938 // or call targets, treat the function as not being cold. This will handle 1939 // the cases such as most callsites of a function are inlined in sampled 1940 // binary but not inlined in current build (because of source code drift, 1941 // imprecise debug information, or the callsites are all cold individually 1942 // but not cold accumulatively...), so the outline function showing up as 1943 // cold in sampled binary will actually not be cold after current build. 1944 StringRef CanonName = FunctionSamples::getCanonicalFnName(F); 1945 if (NamesInProfile.count(CanonName)) 1946 initialEntryCount = -1; 1947 } 1948 1949 // Initialize entry count when the function has no existing entry 1950 // count value. 1951 if (!F.getEntryCount().hasValue()) 1952 F.setEntryCount(ProfileCount(initialEntryCount, Function::PCT_Real)); 1953 std::unique_ptr<OptimizationRemarkEmitter> OwnedORE; 1954 if (AM) { 1955 auto &FAM = 1956 AM->getResult<FunctionAnalysisManagerModuleProxy>(*F.getParent()) 1957 .getManager(); 1958 ORE = &FAM.getResult<OptimizationRemarkEmitterAnalysis>(F); 1959 } else { 1960 OwnedORE = std::make_unique<OptimizationRemarkEmitter>(&F); 1961 ORE = OwnedORE.get(); 1962 } 1963 1964 if (ProfileIsCS) 1965 Samples = ContextTracker->getBaseSamplesFor(F); 1966 else 1967 Samples = Reader->getSamplesFor(F); 1968 1969 if (Samples && !Samples->empty()) 1970 return emitAnnotations(F); 1971 return false; 1972 } 1973 1974 PreservedAnalyses SampleProfileLoaderPass::run(Module &M, 1975 ModuleAnalysisManager &AM) { 1976 FunctionAnalysisManager &FAM = 1977 AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager(); 1978 1979 auto GetAssumptionCache = [&](Function &F) -> AssumptionCache & { 1980 return FAM.getResult<AssumptionAnalysis>(F); 1981 }; 1982 auto GetTTI = [&](Function &F) -> TargetTransformInfo & { 1983 return FAM.getResult<TargetIRAnalysis>(F); 1984 }; 1985 auto GetTLI = [&](Function &F) -> const TargetLibraryInfo & { 1986 return FAM.getResult<TargetLibraryAnalysis>(F); 1987 }; 1988 1989 SampleProfileLoader SampleLoader( 1990 ProfileFileName.empty() ? SampleProfileFile : ProfileFileName, 1991 ProfileRemappingFileName.empty() ? SampleProfileRemappingFile 1992 : ProfileRemappingFileName, 1993 LTOPhase, GetAssumptionCache, GetTTI, GetTLI); 1994 1995 if (!SampleLoader.doInitialization(M, &FAM)) 1996 return PreservedAnalyses::all(); 1997 1998 ProfileSummaryInfo *PSI = &AM.getResult<ProfileSummaryAnalysis>(M); 1999 CallGraph &CG = AM.getResult<CallGraphAnalysis>(M); 2000 if (!SampleLoader.runOnModule(M, &AM, PSI, &CG)) 2001 return PreservedAnalyses::all(); 2002 2003 return PreservedAnalyses::none(); 2004 } 2005