[ORC] Add std::tuple support to SimplePackedSerialization.
[llvm-project.git] / llvm / lib / Transforms / IPO / SampleProfile.cpp
blobe3e06a21ad56180952a4405c319591f4ee2e7243
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.
14 // This pass generates branch weight annotations on the IR:
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.
22 //===----------------------------------------------------------------------===//
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>
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"
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");
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");
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);
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);
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. "));
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. "));
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. "));
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. "));
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."));
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."));
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."));
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."));
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."));
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."));
196 cl::opt<int> SampleColdCallSiteThreshold(
197 "sample-profile-cold-inline-threshold", cl::Hidden, cl::init(45),
198 cl::desc("Threshold for inlining cold callsites"));
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."));
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."));
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."));
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);
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"));
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."));
234 namespace {
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>>;
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;
252 for (const auto &F : CurrentModule) {
253 StringRef OrigName = F.getName();
254 CurrentGUIDToFuncNameMap.insert(
255 {Function::getGUID(OrigName), OrigName});
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});
270 // Update GUIDToFuncNameMap for each function including inlinees.
271 SetGUIDToFuncNameMapForAll(&CurrentGUIDToFuncNameMap);
274 ~GUIDToFuncNameMapper() {
275 if (!CurrentReader.useMD5())
276 return;
278 CurrentGUIDToFuncNameMap.clear();
280 // Reset GUIDToFuncNameMap for of each function as they're no
281 // longer valid at this point.
282 SetGUIDToFuncNameMapForAll(nullptr);
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);
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);
306 SampleProfileReader &CurrentReader;
307 Module &CurrentModule;
308 DenseMap<uint64_t, StringRef> &CurrentGUIDToFuncNameMap;
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;
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;
331 const FunctionSamples *LCS = LHS.CalleeSamples;
332 const FunctionSamples *RCS = RHS.CalleeSamples;
333 assert(LCS && RCS && "Expect non-null FunctionSamples");
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();
339 // Tie breaker using GUID so we have stable/deterministic inlining order
340 return LCS->getGUID(LCS->getName()) < RCS->getGUID(RCS->getName());
344 using CandidateQueue =
345 PriorityQueue<InlineCandidate, std::vector<InlineCandidate>,
346 CandidateComparer>;
348 /// Sample profile pass.
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) {}
366 bool doInitialization(Module &M, FunctionAnalysisManager *FAM = nullptr);
367 bool runOnModule(Module &M, ModuleAnalysisManager *AM,
368 ProfileSummaryInfo *_PSI, CallGraph *CG);
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);
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;
413 std::function<AssumptionCache &(Function &)> GetAC;
414 std::function<TargetTransformInfo &(Function &)> GetTTI;
415 std::function<const TargetLibraryInfo &(Function &)> GetTLI;
417 /// Profile tracker for different context.
418 std::unique_ptr<SampleContextTracker> ContextTracker;
420 /// Flag indicating whether input profile is context-sensitive
421 bool ProfileIsCS = false;
423 /// Flag indicating which LTO/ThinLTO phase the pass is invoked in.
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;
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;
434 /// Total number of samples collected in this profile.
436 /// This is the sum of all the samples collected in all the functions executed
437 /// at runtime.
438 uint64_t TotalCollectedSamples = 0;
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;
446 DenseMap<Function *, NotInlinedProfileInfo> notInlinedCallInfo;
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;
452 // All the Names used in FunctionSamples including outline function
453 // names, inline instance names and call target names.
454 StringSet<> NamesInProfile;
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;
463 // External inline advisor used to replay inline decision from remarks.
464 std::unique_ptr<ReplayInlineAdvisor> ExternalInlineAdvisor;
466 // A pseudo probe helper to correlate the imported sample counts.
467 std::unique_ptr<PseudoProbeManager> ProbeManager;
470 class SampleProfileLoaderLegacyPass : public ModulePass {
471 public:
472 // Class identification, replacement for typeinfo
473 static char ID;
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);
483 [&](Function &F) -> TargetTransformInfo & {
484 return TTIWP->getTTI(F);
486 [&](Function &F) -> TargetLibraryInfo & {
487 return TLIWP->getTLI(F);
488 }) {
489 initializeSampleProfileLoaderLegacyPassPass(
490 *PassRegistry::getPassRegistry());
493 void dump() { SampleLoader.dump(); }
495 bool doInitialization(Module &M) override {
496 return SampleLoader.doInitialization(M);
499 StringRef getPassName() const override { return "Sample profile pass"; }
500 bool runOnModule(Module &M) override;
502 void getAnalysisUsage(AnalysisUsage &AU) const override {
503 AU.addRequired<AssumptionCacheTracker>();
504 AU.addRequired<TargetTransformInfoWrapperPass>();
505 AU.addRequired<TargetLibraryInfoWrapperPass>();
506 AU.addRequired<ProfileSummaryInfoWrapperPass>();
509 private:
510 SampleProfileLoader SampleLoader;
511 AssumptionCacheTracker *ACT = nullptr;
512 TargetTransformInfoWrapperPass *TTIWP = nullptr;
513 TargetLibraryInfoWrapperPass *TLIWP = nullptr;
516 } // end anonymous namespace
518 ErrorOr<uint64_t> SampleProfileLoader::getInstWeight(const Instruction &Inst) {
519 if (FunctionSamples::ProfileIsProbeBased)
520 return getProbeWeight(Inst);
522 const DebugLoc &DLoc = Inst.getDebugLoc();
523 if (!DLoc)
524 return std::error_code();
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();
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;
543 return getInstWeightImpl(Inst);
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();
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;
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;
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;
600 LLVM_DEBUG(dbgs() << " " << Probe->Id << ":" << Inst
601 << " - weight: " << R.get() << " - factor: "
602 << format("%0.2f", Probe->Factor) << ")\n");
603 return Samples;
605 return R;
608 /// Get the FunctionSamples for a call instruction.
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.
617 /// \param Inst Call/Invoke instruction to query.
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;
627 StringRef CalleeName;
628 if (Function *Callee = Inst.getCalledFunction())
629 CalleeName = Callee->getName();
631 if (ProfileIsCS)
632 return ContextTracker->getCalleeContextSamplesFor(Inst, CalleeName);
634 const FunctionSamples *FS = findFunctionSamples(Inst);
635 if (FS == nullptr)
636 return nullptr;
638 return FS->findFunctionSamplesAt(FunctionSamples::getCallSiteIdentifier(DIL),
639 CalleeName, Reader->getRemapper());
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;
651 if (!DIL) {
652 return R;
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());
663 if (ProfileIsCS) {
664 auto CalleeSamples =
665 ContextTracker->getIndirectCalleeContextSamplesFor(DIL);
666 if (CalleeSamples.empty())
667 return R;
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);
676 llvm::sort(R, FSCompare);
677 return R;
680 const FunctionSamples *FS = findFunctionSamples(Inst);
681 if (FS == nullptr)
682 return R;
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);
697 llvm::sort(R, FSCompare);
699 return R;
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;
710 const DILocation *DIL = Inst.getDebugLoc();
711 if (!DIL)
712 return Samples;
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());
722 return it.first->second;
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;
745 unsigned NumPromoted = 0;
746 for (uint32_t I = 0; I < NumVals; I++) {
747 if (ValueData[I].Count != NOMORE_ICP_MAGICNUM)
748 continue;
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;
760 return true;
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);
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;
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;
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;
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;
823 SmallVector<InstrProfValueData, 8> NewCallTargets;
824 for (const auto &ValueCount : ValueCountMap) {
825 NewCallTargets.emplace_back(
826 InstrProfValueData{ValueCount.first, ValueCount.second});
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;
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);
842 /// Attempt to promote indirect call and also inline the promoted call.
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;
860 auto &CI = *Candidate.CallInstr;
861 if (!doesHistoryAllowICP(CI, R->getValue()->getName()))
862 return false;
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);
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);
905 return Inlined;
908 } else {
909 LLVM_DEBUG(dbgs() << "\nFailed to promote indirect call to "
910 << Candidate.CalleeSamples->getFuncName() << " because "
911 << Reason << "\n");
913 return false;
916 bool SampleProfileLoader::shouldInlineColdCallee(CallBase &CallInst) {
917 if (!ProfileSizeInline)
918 return false;
920 Function *Callee = CallInst.getCalledFunction();
921 if (Callee == nullptr)
922 return false;
924 InlineCost Cost = getInlineCost(CallInst, getInlineParams(), GetTTI(*Callee),
925 GetAC, GetTLI);
927 if (Cost.isNever())
928 return false;
930 if (Cost.isAlways())
931 return true;
933 return Cost.getCost() <= SampleColdCallSiteThreshold;
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) << "'");
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");
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;
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;
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));
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));
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);
1006 /// Iteratively inline hot callsites of a function.
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.
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.
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");
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);
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);
1063 for (CallBase *I : CIS) {
1064 Function *CalledFunction = I->getCalledFunction();
1065 InlineCandidate Candidate = {
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;
1082 if (!callsiteIsHot(FS, PSI, ProfAccForSymsInList))
1083 continue;
1085 Candidate = {I, FS, FS->getEntrySamples(), 1.0};
1086 if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum)) {
1087 LocalNotInlinedCallSites.erase(I);
1088 LocalChanged = true;
1091 } else if (CalledFunction && CalledFunction->getSubprogram() &&
1092 !CalledFunction->isDeclaration()) {
1093 if (tryInlineCandidate(Candidate)) {
1094 LocalNotInlinedCallSites.erase(I);
1095 LocalChanged = true;
1097 } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
1098 findExternalInlineCandidate(findCalleeFunctionSamples(*I), InlinedGUIDs,
1099 SymbolMap,
1100 PSI->getOrCompHotCountThreshold());
1103 Changed |= LocalChanged;
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;
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;
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) << "'");
1124 ++NumCSNotInlined;
1125 const FunctionSamples *FS = Pair.getSecond();
1126 if (FS->getTotalSamples() == 0 && FS->getEntrySamples() == 0) {
1127 continue;
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());
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);
1148 } else {
1149 auto pair =
1150 notInlinedCallInfo.try_emplace(Callee, NotInlinedProfileInfo{0});
1151 pair.first->second.entryCount += FS->getEntrySamples();
1154 return Changed;
1157 bool SampleProfileLoader::tryInlineCandidate(
1158 InlineCandidate &Candidate, SmallVector<CallBase *, 8> *InlinedCallSites) {
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();
1166 InlineCost Cost = shouldInlineCandidate(Candidate);
1167 if (Cost.isNever()) {
1168 ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineFail", DLoc, BB)
1169 << "incompatible inlining");
1170 return false;
1173 if (!Cost)
1174 return false;
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);
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);
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);
1194 if (ProfileIsCS)
1195 ContextTracker->markContextSamplesInlined(Candidate.CalleeSamples);
1196 ++NumCSInlined;
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);
1211 NumDuplicatedInlinesite++;
1214 return true;
1216 return false;
1219 bool SampleProfileLoader::getInlineCandidate(InlineCandidate *NewCandidate,
1220 CallBase *CB) {
1221 assert(CB && "Expect non-null call instruction");
1223 if (isa<IntrinsicInst>(CB))
1224 return false;
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;
1231 float Factor = 1.0;
1232 if (Optional<PseudoProbe> Probe = extractProbe(*CB))
1233 Factor = Probe->Factor;
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));
1243 *NewCandidate = {CB, CalleeSamples, CallsiteCount, Factor};
1244 return true;
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");
1256 Advice->recordInlining();
1257 return InlineCost::getAlways("previously inlined");
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");
1270 Function *Callee = Candidate.CallInstr->getCalledFunction();
1271 assert(Callee && "Expect a definition for inline candidate of direct call");
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);
1284 // Honor always inline and never inline from call analyzer
1285 if (Cost.isNever() || Cost.isAlways())
1286 return Cost;
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);
1294 // Otherwise only use the cost from call analyzer, but overwite threshold with
1295 // Sample PGO threshold.
1296 return InlineCost::get(Cost.getCost(), SampleThreshold);
1299 bool SampleProfileLoader::inlineHotFunctionsWithPriority(
1300 Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) {
1301 assert(ProfileIsCS && "Prioritiy based inliner only works with CSSPGO now");
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");
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);
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();
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();
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;
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);
1390 ICPCount++;
1391 Changed = true;
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);
1402 Changed = true;
1404 } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
1405 findExternalInlineCandidate(Candidate.CalleeSamples, InlinedGUIDs,
1406 SymbolMap, PSI->getOrCompHotCountThreshold());
1410 if (!CQueue.empty()) {
1411 if (SizeLimit == (unsigned)ProfileInlineLimitMax)
1412 ++NumCSInlinedHitMaxLimit;
1413 else if (SizeLimit == (unsigned)ProfileInlineLimitMin)
1414 ++NumCSInlinedHitMinLimit;
1415 else
1416 ++NumCSInlinedHitGrowthLimit;
1419 return Changed;
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});
1430 return R;
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;
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);
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();
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])}));
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));
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;
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();
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();
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);
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");
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.
1577 /// \param F The function to query.
1579 /// \returns true if \p F was modified. Returns false, otherwise.
1580 bool SampleProfileLoader::emitAnnotations(Function &F) {
1581 bool Changed = false;
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;
1591 ++NumMatchedProfile;
1592 } else {
1593 if (getFunctionLoc(F) == 0)
1594 return false;
1596 LLVM_DEBUG(dbgs() << "Line number for the first instruction in "
1597 << F.getName() << ": " << getFunctionLoc(F) << "\n");
1600 DenseSet<GlobalValue::GUID> InlinedGUIDs;
1601 if (ProfileIsCS && CallsitePrioritizedInline)
1602 Changed |= inlineHotFunctionsWithPriority(F, InlinedGUIDs);
1603 else
1604 Changed |= inlineHotFunctions(F, InlinedGUIDs);
1606 Changed |= computeAndPropagateWeights(F, InlinedGUIDs);
1608 if (Changed)
1609 generateMDProfMetadata(F);
1611 emitCoverageRemarks(F);
1612 return Changed;
1615 char SampleProfileLoaderLegacyPass::ID = 0;
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)
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());
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));
1644 return ProfiledCG;
1647 std::vector<Function *>
1648 SampleProfileLoader::buildFunctionOrder(Module &M, CallGraph *CG) {
1649 std::vector<Function *> FunctionOrderList;
1650 FunctionOrderList.reserve(M.size());
1652 if (!ProfileTopDownLoad && UseProfiledCallGraph)
1653 errs() << "WARNING: -use-profiled-call-graph ignored, should be used "
1654 "together with -sample-profile-top-down-load.\n";
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;
1666 for (Function &F : M)
1667 if (!F.isDeclaration() && F.hasFnAttribute("use-sample-profile"))
1668 FunctionOrderList.push_back(&F);
1669 return FunctionOrderList;
1672 assert(&CG->getModule() == &M);
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
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.
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.
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.
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);
1732 ++CGI;
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);
1742 ++CGI;
1746 LLVM_DEBUG({
1747 dbgs() << "Function processing order:\n";
1748 for (auto F : reverse(FunctionOrderList)) {
1749 dbgs() << F->getName() << "\n";
1753 std::reverse(FunctionOrderList.begin(), FunctionOrderList.end());
1754 return FunctionOrderList;
1757 bool SampleProfileLoader::doInitialization(Module &M,
1758 FunctionAnalysisManager *FAM) {
1759 auto &Ctx = M.getContext();
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;
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;
1779 PSL = Reader->getProfileSymbolList();
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);
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();
1799 // Apply tweaks if context-sensitive profile is available.
1800 if (Reader->profileIsCS()) {
1801 ProfileIsCS = true;
1802 FunctionSamples::ProfileIsCS = true;
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;
1810 // Enable iterative-BFI by default for CSSPGO.
1811 if (!UseIterativeBFIInference.getNumOccurrences())
1812 UseIterativeBFIInference = true;
1814 // Tracker for profiles under different context
1815 ContextTracker =
1816 std::make_unique<SampleContextTracker>(Reader->getProfiles());
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;
1830 return true;
1833 ModulePass *llvm::createSampleProfileLoaderPass() {
1834 return new SampleProfileLoaderLegacyPass();
1837 ModulePass *llvm::createSampleProfileLoaderPass(StringRef Name) {
1838 return new SampleProfileLoaderLegacyPass(Name);
1841 bool SampleProfileLoader::runOnModule(Module &M, ModuleAnalysisManager *AM,
1842 ProfileSummaryInfo *_PSI, CallGraph *CG) {
1843 GUIDToFuncNameMapper Mapper(M, *Reader, GUIDToFuncNameMap);
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();
1851 // Compute the total number of samples collected in this profile.
1852 for (const auto &I : Reader->getProfiles())
1853 TotalCollectedSamples += I.second.getTotalSamples();
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;
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));
1882 assert(SymbolMap.count(StringRef()) == 0 &&
1883 "No empty StringRef should be added in SymbolMap");
1885 bool retval = false;
1886 for (auto F : buildFunctionOrder(M, CG)) {
1887 assert(!F->isDeclaration());
1888 clearFunctionData();
1889 retval |= runOnFunction(*F, AM);
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);
1898 return retval;
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);
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;
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;
1928 CoverageTracker.setProfAccForSymsInList(ProfAccForSymsInList);
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;
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;
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();
1969 if (ProfileIsCS)
1970 Samples = ContextTracker->getBaseSamplesFor(F);
1971 else
1972 Samples = Reader->getSamplesFor(F);
1974 if (Samples && !Samples->empty())
1975 return emitAnnotations(F);
1976 return false;
1979 PreservedAnalyses SampleProfileLoaderPass::run(Module &M,
1980 ModuleAnalysisManager &AM) {
1981 FunctionAnalysisManager &FAM =
1982 AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager();
1984 auto GetAssumptionCache = [&](Function &F) -> AssumptionCache & {
1985 return FAM.getResult<AssumptionAnalysis>(F);
1987 auto GetTTI = [&](Function &F) -> TargetTransformInfo & {
1988 return FAM.getResult<TargetIRAnalysis>(F);
1990 auto GetTLI = [&](Function &F) -> const TargetLibraryInfo & {
1991 return FAM.getResult<TargetLibraryAnalysis>(F);
1994 SampleProfileLoader SampleLoader(
1995 ProfileFileName.empty() ? SampleProfileFile : ProfileFileName,
1996 ProfileRemappingFileName.empty() ? SampleProfileRemappingFile
1997 : ProfileRemappingFileName,
1998 LTOPhase, GetAssumptionCache, GetTTI, GetTLI);
2000 if (!SampleLoader.doInitialization(M, &FAM))
2001 return PreservedAnalyses::all();
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();
2008 return PreservedAnalyses::none();